From fd455e9f8d492ecb441a297720b0bf9d03b897cb Mon Sep 17 00:00:00 2001 From: ORGERIE Anne-Cecile Date: Fri, 19 Jul 2019 10:21:32 +0200 Subject: [PATCH 1/3] continuation des formules --- 2019-ICA3PP.bbl | 9 +++++++++ 2019-ICA3PP.org | 51 +++++++++++++++++++++++++++++++++++++----------- 2019-ICA3PP.pdf | Bin 674718 -> 680131 bytes references.bib | 10 ++++++++++ 4 files changed, 59 insertions(+), 11 deletions(-) diff --git a/2019-ICA3PP.bbl b/2019-ICA3PP.bbl index 17121e5..6b99781 100644 --- a/2019-ICA3PP.bbl +++ b/2019-ICA3PP.bbl @@ -169,4 +169,13 @@ A.~Shehabi, S.~Smith, D.~Sartor, R.~Brown, M.~Herrlin, J.~Koomey, E.~Masanet, \url{http://www.osti.gov/servlets/purl/1372902/} \BIBentrySTDinterwordspacing +\bibitem{Hassidim2013} +A.~{Hassidim}, D.~{Raz}, M.~{Segalov}, and A.~{Shaqed}, ``{Network utilization: + The flow view},'' in \emph{IEEE INFOCOM}, 2013, pp. 1429--1437. + +\bibitem{Zhang2016} +Z.~{Zhang}, Y.~{Bejerano}, and S.~{Antonakopoulos}, ``{Energy-Efficient IP Core + Network Configuration Under General Traffic Demands},'' \emph{IEEE/ACM + Transactions on Networking}, vol.~24, no.~2, pp. 745--758, 2016. + \end{thebibliography} diff --git a/2019-ICA3PP.org b/2019-ICA3PP.org index 8fe99c4..e8bde98 100644 --- a/2019-ICA3PP.org +++ b/2019-ICA3PP.org @@ -472,7 +472,7 @@ In our case with small and sporadic network traffic, these results show that wit ** Cloud Energy Consumption In this end-to-end energy consumption study, cloud accounts for a huge part of the overall energy - consumption. According a report \cite{shehabi_united_2016-1} on United States data center energy + consumption. According a report \cite{shehabi_united_2016-1} On United States data center energy usage, the average Power Usage Effectiveness (PUE) of an hyper-scale data center is 1.2. Thus, in our analysis, all energy measurement on cloud server will account for this PUE. It means that the power consumption of the server is multiplied by @@ -510,12 +510,12 @@ In our case with small and sporadic network traffic, these results show that wit consumption is high (around 97 Watts), it is more energy efficient to maximize the number of sensors per server. As shown on Figure \ref{fig:sensorsNumber-WPS}, a significant amount of energy can be save when passing from 20 to - 300 sensors per VM. Note that these measurements are the row - measurements taken from the wattmeters: they do not include the PUE - and are not shared among all the VMs that could be hosted on this - server. - - \hl{Figure 5 n'inclut pas le PUE non? le Pidle est bien à 97 Watts environ?} + 300 sensors per VM. Note that these measurements are not the row + measurements taken from the wattmeters: they include the PUE + but they are not shared among all the VMs that could be hosted on this + server. So, for the studied server, its static power consumption + (also called idle consumption) is around 83.2 Watts and we consider + a PUE of 1.2, this value is taken from \cite{shehabi_united_2016-1}}. #+BEGIN_EXPORT latex \begin{figure} @@ -576,17 +576,46 @@ In our case with small and sporadic network traffic, these results show that wit Concerning the sharing of the network costs, for each router, we consider its aggregate bandwidth (on all the ports), its average link utilization and the share taken by our IoT application. For a - given network device, we compute our share as follows: + given network device, we compute our share of the static energy + part as follows: #+BEGIN_EXPORT latex - \[P_{static}^{netdevice} = \frac{P_{static}^{device} \times Bandwidth^{application}}{AggregateBandwidth^{device} + \[P_{static}^{netdevice} = \frac{P_{static}^{device} \times Bandwidth^{application}}{Aggregatebandwidth^{device} \times LinkUtilization^{device}}\] - #+END_EXPORT + #+End_EXPORT + where $P_{static}^{device}$ is the static power consumption of the + network device (switch fabrics for instance or gateway), + $Bandwidth^{application }$ is the bandwidth used by our IoT application, + $Aggregatebandwidth^{device }$ is the overall aggregated bandwidth of the + network device on all its ports, and $LinkUtilization^{device} $ is the + effective link utilization percentage. The formula includes the + link utilization in order to charge for the effective energy cost + per trafic and not for the theoretical upper bound which is the + link bandwidth. Indeed, using such an upper bound leads to greatly + underestimate our energy part, since link utilization typically + varies between 5 to 40% \cite{Hassidim2013,Zhang2016}. + + Similarly, for each network port, we take the share attributable to + our application: the ratio of our bandwidth utilization over the + port bandwidth multiplied by the link utilization and the overall + static power consumption of the port. For the sharing of the Cloud costs, we take into account the number of VMs that a server can host, the CPU utilization of a VM and the - PUE. + PUE. For a given Cloud server hosting our IoT application, we + compute our share of the static energy part as follows: + + #+BEGIN_EXPORT latex + \[P_{static}^{Cloudserver} = \frac{P_{static}^{server} \times PUE^{DataCenter}}{HostedVMs^{server}}\] + #+End_EXPORT + + Where $ P_{static}^{server}$ is the static power consumption of the + server, $PUE^{DataCenter}$ is the data center PUE, and + $HostedVMs^{server}$ is the number of VMs a server can host. We do not + consider here over-commitment of Cloud servers. Yet, the dynamic + energy part is computed with the real dynamic measurements, so it + accounts for VM over-provisionning and resource under-utilization. Note that, for small-scale systems, the server energy consumption is dominant compared to the energy consumed by the diff --git a/2019-ICA3PP.pdf b/2019-ICA3PP.pdf index c2dd75291aa063195d5408e7eae47ed7e10db4b2..f78b8a40cbe6d5597ce3ea2dc8bbf10f5771dea7 100644 GIT binary patch delta 100673 zcmYJaV{j%+w6+^Qv2EMt#I|kQ))P-Awr$(V#5N|jZToxo-gWBy>h9|9UtO#2wXVKb zZW_&CKTTjLXed}Hcql|DWHaCm6O=WLg$sa|hJXcN1jcP}BKO?X%_#%y!U}T*D6JP9 zf=X%5n}3r-N$jtSJvxbbbIsJ<@JngCbW>w$AzGI2@%LmDh}R>D-CpE4T~uvtMYWmN z$Fz1#g=~o;Q(3DWYR8{=lZU~3xZkogcQ$<)X=bs@i!R>r60)PEIN+9^6Ryx-zB}{M zO*-KR0+DR}b%u>w)`to{8pY2l27aK9-F$|&7G*Gv1^vt|7OQwoT-so;~T!7zGei7KsXbNquL*FNGG)rh~^sSC5ew>4V&F{eZK%j5mQNS#+3lcF~y;IB6boyB*Fp7#-Q(wx% z4ol_u^%#P7=aLV9$#Fw1!Bq*em_XT41vDV`fqx+jsDcs?gP)2@d1I{|@`h=JZ#jEz zXL$YQ$A3()ftrdOOb{nBf6piZdUOYzPL$SJCY{*|2d?i)O!37C$9 zF5F$-WzJ*1H^y*Abc6`a5;cExtFYD=P+LI{VhOf0Mdlj{Av7@9f`u^UtCV6rWz~H2HQN3vhrk@MXq8p!R1+OK^{It@xhf}5$*A`)0mz7>Daa1T zE#Aj*rL0cI2J_{77AF2WOVkYp@Sf0&gu_Q{>Ad>g^ikjS?t}?){+QI#X5m3w_pX#U z!o3f&OF!*Z@iectO5!}o18#z1yDC_e+EQ83wKaxoB5I+~GKK0wgtKy8G}RU7LW@aW zY_!LYv;}a0*uC_g#Th-w1b!rFqQT+aC3t?7|7Flp8!LkC`qL^Zm`?O71ge2fwhw7d z8#d6o?AHaiRaF^J2)_qLL>@04t3P#uK`1Il(;^l@aBRBH!BU%zNXuw=_XLbpy8;%- zG*ZHGF%Pu&E7N|uz}PFyZ@H=*SfX_P$108Q2I+fHA646G^N=7@KcH!N7Hhlpbftc) zD^&4->2qa_2!#pCgd5&^5uJYZ~Ht4)sSK5o5%AVjGj zzA)viH4=uCek?b_V5+(qGXxO-0t7p$S_-TUl?AqNe9TpnFO;)>7LBQE1S}16m=QLWef?by35zo<{65BK3G@J zz&5xpp!LDs5tqanuoU5e>FAORz{>Z-1O8xx{CP8#u*N}a?vcSmJ$+|i{%RiKyTivL zxX_Cm4+7IItVMsZyUdwX`G)6rlb%%Lusk{GdLZ$fY6`Ejv?$CM>AU8{i3}BKt?_yy z_bn%<|07?1^p-wwY<#L)>J+^<5m!Pw6{__SC4Z3IWi$||}9BtTyfNqR5niYU#8y-6V100m|e-sEEjE6O?01QA44Aa{BPlw=vy}hK4u7Rsh zZAm@u8(VXrTy|C-zE&UkO({d=_9dzQE0=Xdz4#jyZF_+ch18Mg!$fBfnxiSb??*Ge zIN+~On*Fp=o(AZaRpb-h_UX0v@7EVOX(IvIi9?~qCET#qr~u95tQYsj_qEM0P+*9T z=iG$?`cFHs*Y^P#P?ggr8`LCN9Zdb)$gWKxynpq1Wn)+^z>9P=uiMqn=!WX}<^6M! z_4~>U?(){OImk@#^x2%ifnck4%Lui6qJ+~_`IwaVI(v)O$0+DJQv;BlFP&j6 zUdT!0Ay38Kxq?vP{56@ovHR#uUvh`^0)BSFx zV^6ua&YZW85Q) z;AnTNN}?B6u41Oq?ij6pL72o>+x}xQHlgP>Npg1h98fR&oh&X+NM&}t%wnpidpz4j zgk5rUr$(qKXG~eK{D{t%e#1)mqvJ>>>7Fx8zcF_0P#fk5T48IH@O=nnZD1lG!pjUq zYBcQ+(($LWm3d`OekEym1vrDcLXNV;GxN-fjqp9B-zf}Lo5_<^nn6rm>GF7rr68~+ z+cCt+!zc`6s}7}?@M~~vlGJrNCp#H{k0Ee{@cW=i@gt1|qw)Frk9q&HM&YNM^oprO ztf|O|8H>S(Ajp>NVd@Oe>R-CEa5@8?&Fe)@Cl_mq8+p{Sl3q!odx~W3yyY;-@?u^d$YS2 z0!$e|BnQ0AR;oYFcu%|rq57=P?=Cbi?0>@YJuu(u3R!?hR!!DtD2D(Uz+DSwGkXs; zI9eG&qo_aU3R0u5y=Xn$Q%3D-?UcA93omO2pjEqR960cQG2pkxpQAS3^6m;FB#0xA|m7?5%%@;jE^^1ryW<>0}MzRlwA6Ll94IXRUViPDiD*ipUAl~DLbeCEH z7d>)}amIrWCTdgjPI`=;c|d1S-8r|@hO49pN3CoLxeBiDM{+7ggpRUJ!Gz$L-T_|g z3>tCF1i-2#z^R_ru?N(<4IhU>E4{j>c!k*0coBvEaos_`4nQz;ANgBmH->srrY#B+ zE!oWK2CMHM=L^i|oa!b=bK5w8>+^*v+KA;d<8o#j z*n>eO>w(JTQOsmk+q%3&;_z{E+szbi1rIrU5JthefiT?QPM5m#tQ8q>8ZJ>0LisN6 zi+?QVl-+)Ui7Supl|7tLZol~rfcecB=8@uYN0ZIsK90|F=uUY&zaaZtF4}yDcm#`| zH`aPR!|wusFGwZPJom8X4rZ=yF6PGe|1)z;3tR_4w5ZE6UtRg%9p<#l z|IVhZ5&+24ZaN^~+W>cfiV{%H1QaxIZXWLc6Z{q&+qjL9yN@r}04ZhIc6BF5gH2b~_VE&YwhD0V)+EGL!Z>O}5PjAmmU!*4ol#l)|)3huOTh*MD ze}G%p@ocxI{*!$)ww)ZokoJTFx-cepT1hIJlJGV zmLxhTs@1N0QbNv+d7Lh(uZBm~sEHK-=}@Mc5nw)@P)PEpmo7bvBsSP46-saC-E#_vM19z^dh3tp{- zBl*dY>U9>UU_rf=aWT&^UJ_wCq5NMU)Q9yo__`s)G1bW3E(hy617&@H_%)Q z;g@)IWwp5Ag<6dtR+`AT zJdb6Y=H^kkC8|10tkl6cMo)tq%Rp0d>-Wvwe+>@z9HwiOLG=`6_N$+`x#*4(*5)S) zh?B31exRv#&MgoqUHD=8Mjex@rbF|0!E3!ykv|z!AU6LZosv^1$mV;W>DynBBp@!)qz%5i%HY+BZLm0D#hZ+E>n3TFonQ`G+KAok&=wXAJ6vys z1IRLETYTNHkXii{7$BEpDaQLrMDJEv&`II$g<8-<*{9zuA|N?BY>oL|L64&CHjRJj zX`;^IZd|S-8(-D!@=j@Pqk%6}ZGIDCPUg5z!svVNo6JJO=%7xl$m8!BqhkWK$dKQ{ zR*b9DW-F03V6PdF%IT(Mh7W?$Iu#` zp0(iLL)e8+r~KG%q2WG_^oc)teuhj=;qgJTq?tFG@xgQSL}N2>kCCzhA^&9i{z_z< zs2SSFtF}7G+15Ea1^_#h>zi(Sv?gSq+^5UA;H zhr@}87mwiNf=9(9v>AVF7uoGH#}^TcOlKkNGF&{hlCUw>)KCyfgr7LHiQ>6eC7WFE zF`Wl+u0&v{a>=um{b7=^&wsDSA4LT5r6`Cl`+KaQZ=`a?(_@G@066Kk>6{oa+2GBo zCm`dpDHu6w!GH)lQr}1cTit-2p}O#K#M&z#NkHmE3G+zv?E%?N<{)v=8wU>1>F*7vH@Yz_BunqZ5+2JBbx;JQY-&W z`5)!hX`ssaee$#k%ZQ{X#OQ)@UuS^`y6`#B&kmHi-V7l%IHGJ-7{ZNENiPz%sTEcP z8_tZfMP&kU!QvjDOF6LCrXUx;g?xbIcPdn&UARX0eQr3o)0DryKjlX7-C#jHx3p+1 z>AD1puVC}S2wL2zphg$}PR&ue1}{Xp`>be29I&PS$W-}=>^M4=Q!YKkIm5CmRruPg z8BQU~{fG=H5Sf+eF<#OJ1bMgtF0kPE-xnWpVBd*`lrVeyF;nBx*!zf|j2y{H0Dpmj zER9)jtw;o^e1a?v9l?W=>B$1kf*rTRCK%T(a5N&0SMTDKjmz9Wgw03(wSpVde7Ube z33yV396&rifi%jHLd4i?62L8%#u3M03%zkIDgg!BK1RiS(OKHg=eeeDU19TWDNY7+ z96tSo7_&Iy*(X7*trxP7JH(1;N>kWA4l+dTx_28L=R>=niG5ozOH%Je1z0~y*onb&YHMgf#1iVAu z**HaxhUW|a(BJ+GykdFE-!VQjF!?fhMLq)fOmN5k=3+j@9D_ubO~C?7nuub4mO#GF zdK@>oGlWnU_)L>acL|zLyLH|8$-{kuumK8|O6Zp`-7Ff`a5mhi{DqUT;Zg3;yYDwz z59i-#6J;R~Vf&KXL1Z00hxGT&2F6a_TYC8lzYzKgXMdJ$eekujCaoXeKY^94_r>0& zFA1U)X{R-KJXD%`SYG*p)nbMzJwh6wSCp-LhFKJbP`!H|&?)|&0}Urhj$nDX8?;FZ zOlwiH0QUWMyXrA#S%+k~<)FxBAC$$-^BfAee4B$29lwVBv-vjr55*B)3n-9Uu5$;e zSfWXTpCg9&EL7pG;)4)+Cii?dT#3HRU0h>QWT+8h$c1)5v74}Bdppi4y9I)Jn)VD< z6w&-jjyiH)(jC!Q5!tK^h2nnJxi7$x}bSN|`xFv-g}zYOK7%`G=d z3hi`~kYB1~0!HNn20?ja9!Ld_FUqRT7URdCE=i5%)1ZFQh(+_$iS-Mw%|hR8pMus~ z2Xp_&uNlF`rtj)sx7)dI2KDYHnzIQN@qwU>@BuwEx6BT-5$_}RCr*>y%x&>=Km zpGW{@j@HGK*G&2R_-*Q!N$$? zhcSX$hjM*sv~XgGx0Z{=N&nLvVBiXIHf&4rR(cA7)~-&mVk8hxBOd(G%Lnt=*I5dsQ(92*l;hXo7;84|1vl*&i{pNXy9Djod1`6 zyKDY`v~6HD34BNZIA-X-S;Mu-yxYmp$K33DyCze(l%Oho&GB_18JT#s$qErcqf$(L zE*U8kEE*3XxI=OMad3V8-GG?cPSeD?dKJQM>8y?^textdYSv$iBoH1+q_YI)y(*@i z5OzG4FechDe(uD(_XFp29#03%WVyBuK30j7K~sfW;}N$6^}@1${ga;LF;%v@GdMjKqiwx~sr4&4e7-VjG=1s_7r&PjL-@Js_sfUu4~5}%4>Hq1{qR&oWcO8)e~mi=rCmYNG0&CG33*Bt;Gt%A#?4uaJW-5|SU zn@Ihz&AIyCcPD_YF!>XGa*0V3Nt z6TOyF$XQ#43qWzK*DF&8Iy0e{nqrb zc(2KAk-7f0Ws(?JP@ZZ8(@@Fq4^LiZQm^1ouu53Qo*GoY<+sU`M5W3ufNW+EwRZ$XH}Lsk?Z0WF$ukMod>XnjsXNaM2I zQ&D~>EQriZ`x8Z825N8m4B%$l7q+Yw?!%IJFeX~ut&;~LsE^xOLj=GcX$T+o{-sh9 z$}bupLUF0nvH$mPD>Ntr-SZ8CHmyVs<_I>uX7Bb_)!pSXu3jbT9Q7ZZWOe)*aYF8p zUM0OJJEYC!C}MMGaEkqjBr5*(byLbZ)xdT`C)vWc*m9JLW`7a_Q8*|}I5f-PeNYvU z9ie|PM$lP60cT$OD-8l^;jD^YFG=Xcc?QRm;_*qP>=}mO$Ri9AA}_^*SZp|Q23=IF zCQY|pItK*E09$H1b3VNuS5&1=P|v@GvWpv3GSUOEVBBwbZ%@q{OzHY+eZQP)7&&(#$DjE0X&xzT@z8u9krpFya{mJ^APtgiZY^ zQ$1b$zX5Fun?He#QnX_judlmUj_VO79jk$#s{D}*32bA|-g&M?J!=sy?fs}+ot)>(0}_**=$hUMGt%Ske-Z$;yVXC zX72mf)zvoTc{TbOB4DJ~bZdJA)7oZ?z46bH&&}~pr_L&G5=&5EXYRxf+%^ncF@ntG z_N~OmS*bSaH}N#JN#vB*O~p6ddo)xq9(yQ2&RyO8*-<#sQ`ZWtMpRcj1m!ttZYZm5 zuoJuhRYkLY)%_>o(5o$s`AL1%9$|1BtuWF@Q%`4lb#N*EwpC|gqAV@i+`-NMkW=+; zY5KHhH|#n3g$&UC-W;errDp^P{+-?QgH-H+xs`sf$dq5^yFz!nI&J47qH^3-PWMhg zcaj<0?tiC2fm-WS4E%!uqXCUdq}d6mT>h&MQ1 z{zr7W&|QEC=RBQ~db;79)4H8##@`qR4ev^Pcw97Srd+lVAz}$8OCLmQs_n(JN<8E` zrv@Zs0o=8h4QZ>ZNgyUpvKstr=5I#JG$J_oH4{uj~Pmhl^1VD|KOn8ozO+Kf~rKK_;k8 zLqVK>1EL{`iol3_1}zm+)b@ySUjy}>l-F8aF1+$~r+?^1*Wm|w{d`uv$A8NMk7+{) z6jr-dd3^ko!NT$q>38Zop&RzAe=CTSrt$WQm)=%`q-_wDcTMak_eW966Vu1g4VGI@ zY4>*Z{!YIrTFrWxc=1yE?Yof-|4B$<_7&YX_+Ltn5VyJBtXI4{bn2i&+4y|j#s=YZ zl&KMLZFdC{VJ58;l6E)kiNo&+_<_XID~JC-apYk8UuMs8cd&G`B4%S_=J_Apqyg$kyKanO^n7U6yMR?eAX{Dbj5pHD;;ctjM6)%VfCMq1 znj-HSB}ixl_-z9cL4-%uc^W>RBCl`!9j(`smWFcm{x(AOI$j%0Z}aStH|`VPQhFkx zjm9u=sU;CZ)0|KYrRcF*9(=w@?IxO97&@U~)nu-pV>*_BaNR~wTpt?iVSqIEVjj7+mnw+8&m z`t|FVHqG_6%;YqE4)DxmdAX@`YJ-w4$|p6|JC~hZVBE5$mas`JOBD^#ST}`x-n8}K zQgo})izcwRXm?xy8G8pU3BVhg1`d+aKAv^nEaTGUI;W() zc&%ymFrI3;tM{cO9eUJ6xfDf(R^_n+<+VAyFu2!lDQ&c#P*RH~xqH;t?pm`ndp=Cp z=eW>#3-jJA93QiQA=)N^`%G&%m?8(8tW09h4LWDEiSXb-@2dg#WLsaD$;bh?=;LiTF3YjytgqU_&q)PxylTsd>!Mq^3j&_M_Z8 z4iEJ5N|su4$)8&>CvA|+7 zlDd<)^RXS{6@y*uyo9DC6Zes&od9}+<}fKt(heKh1m+ddyB+uJAOv~RIue$lF2 z&4sVXWn-buBm*?dev0Ld)Z+Wp3CJ$W`{GPp4uQ)?V?{moYq^V~Qp}MFv)p9#z&FWz z;8%2%D~i8V^LE6go>`Q8<4pXd-pV%2Y?OWCAQ#p`hLQ{SqC5?QSb&S-7DYk#fgrtO z;s8HPlvxQ^rZdD}|E!96$R)eEnF8{Qes~HHwzGls0oFw9)}^ds8?9su`O*t#z10GY zz~bL3Chfmm2=Y~zwxE78~Gfh5t=`_`~S4tj5 zvGW@WCm`{0JI($48b_$UEVI<#*^znC^oS$0YOSZHV7djaoA?{y=W+S)uqtkzo*UV>~Z$I|m5j1xndF<>))c4LG8 zd%#fu>Q#IUhZyJg^(yKFmw8mI(XfRtyqSX;sN6F(S$ZdJy`SYS`b+!?3?ZbKOyG$} zA9y|FT~y>|Q%(rhcXS9=jK~cEa0W+J4OAl%n*4c8s^GED!#HI)_wJ?@ecbo#74LoR zBUVmcDczH7`9mVuJnvV&Bn;GB-|%&M0~-qTr-_;H^}2O+D-BDu<>6Wg=i&+bik}GI zdPu8063IdSE&t?$=Q0dq=Kvn(7O_bzoC!AuBgDCy%jMCK|MOK4~d@Vv`NG+k_> z@uljET~0!&KNzdF^Nx@x=m~8`-Vc|kkAcg`CnB@{-V>z$aTbs$pa)&IXTY`<1Gndt0|=V_~!?8fQiTXO)jKoRbyIn5@L0dTs< zL4kn+e%uwZOS>VFrx;FYrzTVDKt4k%1f?Y+9a(U)l~|8o$J+W73lYS>>TLB_pcv7| z{_tMTgbbW*R7+ns@!Qs~xc06P9&-jMSULWvf3!ELf~@j(=^CGugjqd}|A4zrfMpT| zKtWtec41oVpxq+U1EHw_-`aGF}h(tJn=IuY=DnrdS)mtQOCTYjcHuF-}^ z+6@;!bGC5bWsAp#-_ixu%c}=ei1`Jkl`+yPyu7$&hzod8qiWAC%UATI%%+ zc?=7Ah^)$AC8CoisXhMTULzu6@VM^6rdCDc)5SNMLi#@efWNn0(_8dxGWfPw3QW5N z{-n5`+J$g!7ar{!z2XFgk5k!=MJDLJ^fz38NU`mgN4;IXZ#^+YyO}trNBBk@qi?(3 zIwDZG>r(Gd2b_|6;YylVXF@Khw~)hwZ3}QRfej4MOWpC z(JwDF5zJ5omRo8o_YtonBvym|lZ>I@Brd0>W%8uakh?Wfg*{($Xx$gzxZL&0woN=* zSPV@9YuW2C0;H8+{IP?Mr-Fg$y(8?6U`UQLnN+Sl0*Z-Bz+92!ZqDHhqj^w7!d#h> zQInI&KKAUf*|iy@ZTzCGWnvV_0};m-GQ+_)9Uw}Kip+-QcjcHO%4)FfNZ{+6@JfBF zJdD1jm6R)w_?wG_y90_|s^qSMA@;iJ(YCx)TAfwA_YU_%PcEG+<6gr-m2M0+6YsiE z9cWD>3LN2iq!29`n>5p&RnWzUezD;kRZ48x&0A=8crBwXq&Zew^ogaRjG+YIY=3nn) zPbC;-SDzb>L8rK@pa;D)strKy;B%JCI@1km0K#`DqQsvNmY(VD9?GEe+uWqBU*fBcOWbfE4cn3BGi3mEfcg1dcm!Vh zQPI^hSyTuVK64mirUXegep=~_l>loO^f+5q{0uB_K5@cyaQF%)Oi#UYbnOPxE;DR= zpd@@qOjm!7nLa@`96#x)mPsw4_*PLM&E#`Z=4nj5{@L2aX(Sm90OpMo1p#e#ObG#^F+EQv`AMa8)09!+xZ;z z;6S={K|AH&f)|;oBOSI-DQ7 z`SaS-Rrwe{EePA0b{zjvvYg7{^*WL6b3dpA(5LU%*m+F7hTsw8UzwIIAwp7yR{#Py z<4D`K@w349_3CfN{21>NBAW2UlgzNW+jt8K3$)7vX*>Ye?iwT~zcx4e&j}&~WX&Rv z_au^}tZ?-(-`?K#J)U5(nZb8kuDH&is=ZuS@Mhj+^QPsMaNriJy;)=GIUyq9dh9ds z0Y3y3jrp54*ymBH4=NUh(kdb!yp435Ngh|#Y*yTO0m#sFYD-4zkkNw8p<@ImcoU%H z46}LCPs53z8eTOdh-cgx2t4C}b^ly0Z}QXG7TYtnl6EeV(r~^v(CYsR*DUlD|Z)PxN|gwwp*mHh8=4gDJ~;J5Cr~{M(-C&u2bY z1lm#DlL&BDF79piFZHwgJk{MY`8^e!K0}MD+-5hLe)>6+X|@&?8|!wCS6NgCqg&G| z{RdjB_a^TB5R)(elVQCj?PkTO8nWaBUOlr^QL=)wNhHlWLu#kbL?q9Y=7Qi&zfXz* zF5lnkT&Yhjja8KI7Hg%uU^cFGwufwa`K=!$geD-EATR$(7uR?gG`f_?`}@=B_s8_s z%H#!{PTFr{nWpD!!6V_s2oIGVLJQ({SkhKt=DM2GuSkmTlnl;`iMicQJ2`p%)f9Wh z$s?PszTwq*v&{Zq`DI4D2VkF#mAjmBOH?6fsz=&;fIN9lwl`5nqdJf4V$+zmI~y*n zYeyhlT$n;+Xs=Ge59#%&^5&V!IFSCavR_n9^wnoYLJNCjkX-@rtFMx&Ub!bRdxQkdTBdPT#Mce@_<|B5 zE)wUhR|=}wQO1o#3LSoSe>z$>mlcHCg9eOXzcZ*lTR7m<5n+0vl>E7hpd!2@jyCB^ zR*HNseGTA7z>d0tdQpt`kl4b}%Rb!vseVX#h;mOmoDy{IjG9Ojp#Pl;mY!oZpl0I|Nt z+mtooAH@yDtF7mk>VYsh2OGC0r3OJpB36F5=Q9(G_#Ixy#*#Bo#c5V~8SYa!!upUo zZFqE&M1~^WY@jw4C<)Q*S!h*CQUli$BVr%IkW~!m_kksVHQY;ZYWk4V0S|jQ~WGM<* zrn*^Qy*I8hE>p_~_xm>wFj@#O9iGeIc$cC`QV%E|AmxLsfFPOs##4|SI_%Bokhm&n zy`6%%ki2bUPNnZw!tHU^TiqJc@0l3|0gK{#rFU_{q6V=2^ek#=`zus!Nj$ zUlknJ3;7}>i%lyR5s+PJ3M5#kn!%>53?8c~X7BFCTH7A8b+x3^`Idy4i-L3t)G7`i zu>{^z6$gfOMa8DLrwY@W(;m7wP5z2^QaxAx$s?wfAdM3_aD%0q*9Kn)4*F^8-x_|> znJ={@Z9E=vQP=O$h@M3j<$Zr91%Eg?{eM2^@m;b-u^XG1h`=?3To~mkk5z=W2fK#= z!np`IDn=PP82>W}OtV#Ey+|%BeLV<}!4Q=Q$;vS6vA*#iJ*xI@2s-zmc}!_!o)gfp z9cyh20BBIifyU{&JxY*jM4^!1(ZAMAsrCO{{Ywy)$T~?DzlvO7C{nYWaEw^#^%)|J zywVN2n4v3diGd>5vu+_gROkWV%4*;g|BCA&p!XNM^=8i%$;mlGXRLGta4icot1ACJ zqBqh@HSuZ1_rp|9zCff-yByt^z52FWD>y(lZck{ zNsqM5n1~M^x5`r(*|IFfWz36G&R}8LExk@csW32%!;<2_GaqrW?UAmK4^!(Gr*ahsM-m4yjv$iohPeSe>5&S&I-HvMB{QBZIHW^NrMKM zZ=q+k^2xz!^lr`%-_H@YgO%|m{ZUy^9@q~Z#8R-IK~N{$J-5rb`Mruf?5g}5211^W zjwq=2a?q!)CQrPfnVwEI*`J(RYVQlacuREzK7m|s?C;nXG6Q(^wN2Wsmy5Ske{LQf zsc`tlho;;WKAdqiXD6n0lES_>rm``Ac`5x(GTAcoe#QgG&l8ejqXk1^-eEWsJo#)AtA zVk%)!y|(LRG{@-8v>jOrd1 zFqslnpv8xcAYLltY1l;PC2aM!Rp5B0=I|eJANV41($L!k8_9nSH#p?gRmp#md^!%p zo1%7MF{-bfU`F307}3ULWfX>ro`J?iY0GVC`#J?OZG40Al?&v*I#eO`==!&_29{n^ z_3!Hocp-&Q!!u2(guQ`X1jk#;vJ8ZB1H&9kw_!o8 z9^Q;rfIz*#Lqjk$-os|z2gxS2OdvN6N^cH?wT)=bKVa@hX&OXQoI+$qfzz2(kdnVO z8$m@Rh*OSh<8cO~Oiia+J|3|aO%GNemb1&=qpzD!(8kOOPC&*z0kHx%cpF3Mjzmrz zmP?BuyzEL|90Cwe#R9$Hd11VS;^@o>s=e)*=_n&ITq1D@ZmC?#P)T`381pi~d+xOS zOoGOJVR_#rjF|%_;@})50CV||+WJoZb59qAvhzU)o?3pxdav(?9>Y30IluG1t z;=4A5;PZqBh&r6OO#FxT`PZjtl6GhzN6_&gOuRjRP|ms76M)#KR@$6tl->lCoF9~sGH_rre>~tC zRY&NP)`DQmxvKx5V9V3ylBKJ|N{S?LELoHBX1wPU=wh?FWy$ZK2ci^#Z)G&Ef~7+U z!A*%%#R@qlgag5f!@6~i7)v5zl-XI6sRQjOXLIG(^M3r7Ij$a-Z2o37JI)AR9=;f2 zRqaq+ysiw6Y4VBMh9g!m?~I)hY$Slg7n-@O`SF8t!7-%M62j`scAcrz5{yCumd zCDEf_V6V*+Rl|A+qbJz=qm2))SK^2g@5oj|>dubc7r*ak4N*jLOpN4ssb5#l{W|Lzd)nhsp3$5^xJuLx3ct{3e$I+&^(GPFY__T&v=$KCIMJnu*VLa z-+rArHL)jrQu+JzW96`Wx#KD&LvCs65k~ zC82&A;AtKc(Y=;h2G_6Ux4P%mRbQ*~yb^(&v%G8T+%88{bxSF)dAhhU(_l?pQVHo| zJsC2&0Ya8htGL5pRODIck4H}GxkGt1XJE27Aq!-YlSH-9--}=o<8T`unvmcW7RIbk z!)WW@7~vwy7#d*)RiQS7PdFo2Uk&60afq7rwOx$Rdct<1+J1(@w=OIG>rBh1XN=KE zB);_t${4z&S!%J@pt}O0TDr;o9tW|=tW)P9P6L?)ZwD5wy#%`Ly$=T_li)1FA3$A} z;SI^*F(h`+ud>4b>{FFG2H8(-UDP*g3McIlSJul-deoo|A*Yf1f_Qy8dRHe{rk_$Vlb6k@-mz zNnQK6ca2gO&B^PhBTvwfG&uoBx}D7~YA>AU8^Y(dZG?BNe@2`sC(v5)gsB8X)_v=h z+Ms#~Nea^+L7bR`Mo=6NxQ)QsJO$z)VpsdZ5A0!Hz>$%*H$v|;9!$GChs2N})tvI-imxouC^b{Fes)z6ld=^1 ze_v))&k5w+U|y(ylzxp~q<#JzyS4Fcd{@{D0>7(|qptjFjxQ9iy00{@-deY6(@wJM z?N2U_Tv{(Uo6NheII*ILRc`njI0pRJp{9UUm2^G%XwqUO zm`6G%H)~m3ky(EwF6`F%(fs)wd&?F4k*{9wf?vZPXUEoRJ)2U zxo9!*vd#_3x;VWj*4OSpkrA^>0m8{+y=FPDbLkSAwo!*PLO61v0~$C#^Vwhp?=sQ1 z=rx;;7vG)u0ZXR?2LCSj>nFeSsI^PW4Ufcq@rpC*y3lqOGwK;(!Ct2JGx*e=|9*S% z%yUh+RqCgf800|>#_v@U7Uz+vv-ZQKRnHV^s8+{Opq1+4jieMk&2!yepr);B&Eb8+ zt|!anWbLYbPwxEku&s2-n!P?Ke0qH}C#S?jz48oTWbrl!l zcS5>os4gWJ>MEr9loTMuVgVoOLR5Jz4syhS8Iuh$U2+gA?i`2&Mz-k9huK8qg31b; zzCDIiaS&L5Ca5umsTg2}2Wc0n{Q1p`$bCyUSH8vA8@EoC^3AhFOXT{xe&4W@e_LhY z|4x+>h6u1cJRl}TfhI@=P$%~=mQ-A=0jz5jEglxvaA*rKb>)iOZDc1@xxzLS8%h|= zGq)vuLmNRUZGrSi-!=O$cew>W1OUBb=NMrH&Ppr0VYp|jy?L4pbEN%G5q~{Hsk4sD zc<`ASuF2(gv#4#^|2j(XMaqVtOOSV00{aIv z5szEE2QoJ5)N%~C$L8;og!CN0g$YRn9mijr;c3#V0AN&DX0kUvgtm!rvbKM3kFU(e z0e-WdHFWtzdt%$RZU66A_3!Us z*FITQUEK$L+P$u8-PM7xftM>cxY`3ti??p!%$-Sn7>Xa+(HXo40~3Y6>~lb@143RS zpEt5w#>F%EFz0~nFk<{L98vD zYW6{O@9rRA8C zful2Ii{1LJ(Ke5fDBdakBs`k zH8xU0NV-0_)*1E7`a1rY*iaL@(0g;k1Qk(pPYKG0vrIjPlw6O3$*63%b{Zl3kQ`p# z^7-iPV6nfxDsx5{l+8MkA$+tFqecG?#2XMN!MdnM;PJjYH88`Kv~0-)2ZtO9UuBB| zoRl9+{M#{~*XGL@YZaV9Cne3U5Mq!zSXBE|ToY7@1u{(EWT1Z}@o16@isYa&v{--Q zy>msB-w{csdWb$|b?1?;#-Tv55Q`$Y8X8yJtI-t8tw|FY3Lw03w80fTNQyM=u9=TA zV1}PXb9+%k7ibPwCZIH!z+`wr>Jg^{u7w*cLbUDJ-PH{hpKIzg{*di1&D@=yMmo0- zw#8kGU_=m7&vQ!&x>XRE5rlnFONGf;DAByA;`I}OgX+_%8{v4OKZHo2--k5KqTv=K z#B*wmii3X?Q*jfcma-;!%+AAU)F8Q;9N)WqB4 z{b-9{UR8?oL_43+RK;mqNNft|H4^ROh1fJ6jB1Z-!|pwyDCB4`EjN!r+ni`T;D^Xl zhn0LB0eK04%ms>O{9j_)efq>#M)~*&gGqV{atxgU2e2h>iT$g z)dJ;p#<6Cjyo4kZ&pUuUHZ(Xz{UcsUMP+Xf!olgT&e_SSXmMEB#LF4({9Y!Ewn`GRjO;f-L>20_F+ zHo+MD{2z``ZAG)=g1ViXz0GbjX}sT_5RBSPpsm5d5SrgE(2`sM8@=j+=KeVU@xxAD zqZW`Z5Edd;y+mct-@(7pnu3J&g1I<(`S?}?~%q=y`7Q(+RxO1loeO9E??0 za0BR1#p8`R}sn63!2;4HPZD$UBG}@j8ry=bmdop zpgS&yb0~M?RiBC(xA0`A~T{`sy0h+ciq@IPH>vJ$i(3Q?) z&^zdLfBo(mpUnUQB9Mhkx{>YY?Z|I(R(g7WwiP(II*8T4oY}94FA}KLk3oh{cW`ge zXfA`HIQZVz;o}~K5(ZSWpN?)1U&9~M7|xRAw3g$NjURek0F}z5Zzk_F>QHIx>C| z2on7*+YU=fSh_e)So1x7|5ZBv-NW=vI`(~D{Jo7j+T-f-p)&oF*7qGpa02n)CD!*$ zUABb{mIQy^HT;^TF9-c9+JrhR;H2Lr2V?y6H z2ZTSov?{*&!m=CD2j1c?_mB3WK{hx1w=5VY0b+iChUM{0?V!%DY&#I>4i<>FJpjz3 ze3kGwxTDB>(d>s01NdXu3Bw+=gXFh}FbG21cOnRfzsN1&9;gG=rwD^z#dkc2zsO|| z*$C{8$30@#!Te{K{>Q_Yj4*>=FCdB3YxrvLwqL_p^&O%Mf-uu_bI95JEvyd`w%Kz- zPW@u=k~qBkUm3YIcu{Ve7kFs^(DA0e|D|=t1G_RLE&o%V|0|v|{}q#IApZSO*!OGT z`?PFPhodDe^}8*S;qnXd`_&0Dpi@xYBI+KAHi7YdsIF$+i<()Xc~eShps`8^+^%^P zg$3;-ecZ~q78++C<`*byPO_Rl}sQRDMI#B*8fmY6evOE*7) zEM=CGN7xmu;?)7ioR0=0`aN}N;@ zp_LvClaC7aAAXgID z!tD`dkPU|sa*?jgIA1QWlC{@jL&=(R1lB7}hae^ZB%jIuW*sFDw9=QyR6Yf2maIZG zv=L(Ip&Rv4T?nVVU&q#Z*o;atY)2R>VLzv<@agc2Ou$b48GV#qx(*W_O3(q$<`qAQ z0@f`j$3HtkKRjWW65W?2&ERBc3j`XEzE-cWOSiOGDyhC?mcEy{#+>x;@(sDwm*bA0 z=)H@8HN|zfU&Z?LB5lC&w$)mw7%wxEjV@|^~TM)naYl@j1INmVt#D@&$Cz!IPkNNBS0EcXUXlQYl zdme4-1?!H1@h;l)C&7CH@=pF~cQef5g@ECfDGPG2#M_ug1;6cF;fYI|lnE5?7vc#I zPq2i4_OEO;i9US7pcJ&Up~}DwUa|ka;!=K}tDh|qAzN=18s#Woi18aPU3w$>Xw#;M z0!JyH$QXIlU?xGW+`NRc&>%_?M;GnK`J6MZBZ)v7t^R4ZuQFs9u`bxd|TuR5UoN^A`Zi66$ggqWi zaY~=@G=saQh11-V2BFB6Hzmz|+-h!TU;=4zIgH&bp7JlBdb1Q`l(pmyMhL>TS}VxKo`iSS{c3XK=@iFIFRK8b^T8J@qTLgJ7q@#4aK6P0 zS#(WdmXCkbo0597`hKP#7hQVqb_?#@WAb1cG0SZ*Jx(N=q_wUBeIX@US^FQ{yrD%5 zY!DKBf>d}5>lfb&y%?yMM?PNnTL`FtoJx_AYpZ!|s2lm0_d^SUiFQ?R#>e9D?5+28 zV!oJmnuesyYJ1W_Z$ti2J}*BYXGcn4xYx14Jb(pfsO{+Bmm2nNK?D~&H9o;w?tHrBS(mxX9LeuRch z?Nr5t62mHy_ry4GPlOYmGqUAQwnoWL_f?H^Iojzb<%u?oW|o9ZwVyF%(WdVt`+bj@ z>Fuh9%=D?y24rG(@20@-V8O5-cSF(j7Ggd9*NInSWE2tmo4<|xOk7>l4HiR5_or4Y z@=t1gL)L4k$~?S>+q{zSu6q-d#}$X4;f-BN_G%8--4}MCnqAdI_=;%8QT2m-_F<=5 zP@jVLoSYG2gklz;f_y8a_^Mm3!;)NC&TE}pK&=vDpSdFsNT&c6g{?MlqRoPWomG~eC2aLTy_tU&hF;5n$n`SJ=escUDR`%c#+oFH@Yry4-)e;ly##qdmhb2&-@Z-0u$_14b) zuXV%gg~s2;*%5MPRCao*aj4&T-NS4WL||f$zqHKi^nT#mA&Ed65+RDZcogQ;#EDR) z?V^2jG1!ad(o2PpDzB2xa)@neFqIMHa8UQRApK9fx(}s+2|Ky52vLv^XTN?$gMrtd z1|vWloDh0(oT}TZ07TUo=xoHkTiZ`Hoq)-3ptsS@1X_ORN7QC!)~!z}Tgk+AZtf(}T|Q={|IpX)7WKoClqppDf9Dlhh6EKvTadXE56jRzE7 z9p8$V?2kg}ez|#FgmBI5hX0PvL&z zg+0UNez*t=ZS<#I>TMz)Q*(Z`?KuY7Z2uFqe|!ZUitqWf`z2;UkyjAOEHPqk?4G=e zXVH+=;XlQsYQSjm8KmUkjL?T`1Z%ciWb&e3Km3nF`*c8glygM-V&tSL!^& z0pTcS3_pL{3@8@8ga6^mq>Gap^GXX#BXBdqi*7IY2Na6Cl`S8|Ny}jG0VGeX!SgI-Y{Cd-NE;CA|JBt%ii_1X>NAn3xiG=cL z2|18|6kkj`cd%h>ph&&B;hfx@e?X%^6zux%Y2Y@QV4QlcCkoduXd$6WEvn|rmjLA$XrKRaSS?p< z)c2*hdI>P>ZI*MJH>#4Qv4=}m4BPU0I@i~BSAPj^5h-c(Yj{8Z;1(UtI7Mb|^cUCq z&A-7vC}j_#8hJa7Cc5HVUYKu~;o8al`3D(|7P+^WAM}RkE6-^U zk4cAx(t2{{gJX+B%LAY=7N_HL;r>k(VV`@pH3*uP(L+bLh#Oj+K=S-5QnGJ(k(m<_ z7(#x*7Oz}KRvHuQczGP2K|fu|y_|j2X7Jy$kvW`|FqhBESm3Jx_!kn9HbT>CfSp#D zZo9s3Ty2-2I+>7!#AcZf)^#v(5!os9d!gQFd_ zh>oCrNJ5hY4`*P0fxg8*?YjY8<-Cw9zi0NH0rAC@1`^E%b*=GAd^EWJx_B`7#E;nE z2O;YGA#=+u<##(_y>tJU7=ENQWCaEn)-YV=ETKtl9YU*;$6oUITDE8iwN}!>nk8M# zGuZO*iCUWxnSxK%d%SuO%XNdjP9ehisck#I{hi%l&N{Go`XEJ;_vu|Oeg4@LeqC$8 zec4IOiR=rRhdRC(HFe~`9`A)0%K=rz(aBG}IvVjaEL9>Uvn0J8)J6I2gNa8zMVP?v zz^OKIVa_O3oWw)`|0hn-l6j%8Oug6p$!1L@`b8aR-osr~vFWeOi~h8ot#HO3`XCPH z5U#|~=X7ke6(OG=~vo5lDgErC^i zi&I)=m}Lf4^l(EViQLm8xUuc?d6aaA`^MD^nix=hj;K7@j0{(9u+S7{Tou}S?C1Wg zb+=xk$`0NqNs2Kkfqo;JuWT4o$5ke?dE_PHdup~RG-2JPi9-ipG_}+zerQ$Hkwl4q z|6huubATO2-Xkh}9?0^Zoc|L`O8VGYWAMgiE}WJfy$I^KsY`tpEItQK&aE(B*m5Vl z0wOT+-%yn;?!dOO|`o+A4d%?q-j>uejs!M30xyjZK7fh~Qg6aCs4@+S#THc3+ zz^^kurauN@vxj5-7{^7HP_o+k=GN3<3%;Qdq-jT!&Y7rd9+h_zy06+DlTxbUG>qEmKO88QJnr_YEQ9noU%$}A^Zg@ zAvLHI*Fv8C#!h6XH6kfsOe9~vsw`Ou+EE$`Wrg;!%}dDJ;>b%+bB?JOb*#hS48j}* z{*e6pdw4Q~PgSmG?=}4I00!mGsZ8l*vE^|NBV6ky34!<@F@*?|fgBunv{GOcLcA#5 z_1rf4-~K{dOeBeV#mI2OBND1#&`@sx%pQzIM;oIk>zo+R$J#4NTg;qtDmuI>eB@iU zP_P2e63m_VNP9!odf|lluz!U(oIHnvS*+Nr+$6!Hg(7oxhu`L4f)Ntz>5g6Gp9dLwhdX#36E z?`N{4_vs&7p$LbFx=%f=fhmu46Q})PTKm<%gZd_vpUlo{XyckY&Y^jfs5Oa$P;PPp zSTGOZ2yO0-^|Z&Qtur^#l2XhUo-%IVL>rkucLjyv!p_J29ds#$OQmMJX66}ydRZi9 z_`kW-@)_G!k^0Eao~_mpO<`w1FFPHN&;Iydc88v6MOh1&Cbt=P(W8{z<9YeV7o~^pig<%@+s|vfw7}y`~yTu$mQ<~M8N%htCxH_=!2kg{Cv;Ldo zz2vp~|LMQ8gZF-2x>>o|LYGDEKJ^8%QaBZdn@__H9vG_B3ScQlf3xfW5Kp-~o&_VW zFMK!&-xf(FvaM2`CMIWPm7KB*|79%#S2RSF%q@#2++Blv8TNTFfdcc_`bC}cJ)&Se zwsWE#jO;gv=$*ZPUEUNbU6e6M>9o~KznRW(8RBEDHRDeCP~OA;O)w%?k=_U~5-~DI zuv?oMmn}1WHWHx=(W>nOzn>*|4#S!o6haQfqMvT3Q#&Stjr?Xfnbj*ZROLH`nW zhy5@g2^<=Rwx6oD=4m@N`lj#AUB$MzBc#Y5ZA#Tsh5O zDANhLiRo?5&k~;w2x-8FJ%%bQwg~lp%UMWAlV zyWMW!r#kfk3ZtTd%!etxXkNJxwFw8%mTSIqt<}RU6dvYZwLNLq2IzL*(M3v5k`g>9 zLBe#jx}d00@Tl_B5Mj}XWLr~e_tL(2*d`|XZYXmKh8 zF7f`SV*EbV)auM%DUb*Zc+eaP0Wy(hR_{@EBmBcro|mh#8;}>P)#)~(6sc_5eP2FP zQ>KR3oV*-~s$T}AKl^a0F3 z7mDHmLPA&tX$v^vp9F{IZ>x3yGdjsk2DXtc`%3^SsCJ5oGK|l(Q7cZfgn>zRKp_9b z;)Y5-j_~aQovSwfYbXf7=}W+P??hxhKfve^Sdi(FBVnN9H&VKAfkRQ`JbU zoG7D^ZZ_(*w>&i58aYZ2o?nFJN5$IhNht{({nST;AfY+kl|! zi(X0dWbp3u2FDXt-@H0D<10s#zteX3*-sjXAwT15v$u}>)sz7nAPBOOgJ{7(o-+gJ z9jvs5F@5Y?bIe!^soTIr>m+B*Ks?k$TlA~f_4OH-p;4{qwDj()N`7XXVXPiW z@X@;7MEb9hKssuJbvjJFid>T`BvP2;e1YvSun+b;SccU4Fl0;z39j!mGJYRwC?Ej^?J>W>BhHqpl@? z{Vd|=mM0uX8*p+Q2_2!%86pE3lmsXlt=o6!w2lLOuynwwR+A72~HwTR_+M- z+ZMIR@ib1au9!4|6^a1m)KK76?3gR^Dm=tjS?FXgPN-}|Fi_j8wln;GM%9MCyH>}q zuIz7p#MEy&%@j-ur6NXZSS+r4&q{xd7??PD!_SfE2`~&t!g_pYD#l_R?rjV^6`pe_ zfkkEp-=^IXx@E+9i)II*c!dwnboexuqkmCy@bD5$9KqgvpO$j82}?lXckZj1wTkL& zDpDdKmi_w5nI(~WMelkZ%vF4u!rZ6hS{6C+b~6eoSN$jFluf_V{_Ic3-qo&HO}U$A z?@&E2bz!M5sudlM!WL9 zLz2|5tI5K{2-4ftMFop3em)D?LvbGY3&%(_g4%msaAm8Bg^BRbn|YfFLse3r;V7kentZDPUu?0j+wUn09{zzQjW8;93*hxBasGZ=m=76*M6 zDwG~Ob#Tj_$2{x$VpWcZ%h8xcX+CQI7!~7jy$e`*UH|+-o7WC_>sZNtP!XVRh3ycF zlWbtr>|L5nKeRqfcdZONsP+e)Nz**F5gE&^WtJLa_oF?|Nig1M1Sk~ z@OdyDIS!tz#EX`~+M46-jBnMYf4CG%ZUj1)qq0pzq~XTKWN=Z}58KaWey>9kBVJh+ zy)odgnzUUdhti5f>UAq|4+JU^<0Vx9KfSc}#}!$1cu>;e{Dx)nM~K2@WzG;fO&Jq%`ZDf%ruyy@-LM zf65!~u(yiE<4u9Ty?o(?RX+nkth>ED3FIf462h8|c=n86$GX^_5mhrbAUg-R#| zB&RIx4F&~-N+4dYk{_!qDnI>OmZp!?eQi@go{N9|aSgn|kxE3-Qc;!BhRHpa$whh< zeRz<9@{$kpyxpq7`sbrWA;rF>0_pf>q_9@>ln$i??LHVUZRr1*ub}_PKncDD!>0py ziXL{)iKD(`@Mfudj-*YMbW%dx{wa?QmL;xFu+Ch-Kg2$fVs0jOHx!eVjY|rL(Fmi^ zn6VE1v-hcSv9g>__t3L(&Zy>jMXNCFMS7;AcG+O8Ikr_@U;FjZV3YUa=*2qldk2>h z1+wu^Nq?QKP)T=IoE?rGeC2CGO3)h+Fv+Nw7*Nw%yJRFgfz7aoeOL*5{mP=$*-D-#EPc_XNcd4iyn=yc8V+wI!0C=`4}RnuqSrNE zhxstRZhPWV?78JylCo&3VwR;5U}d1y2;Qi^oEVtn$prH-P#R=)!c< z=S1H?0{Ntx)kK#FsM}OUC-z;N@cJkwqri1d5fUz}vdBK79Z6BhC#SuZTVsp}SO1JP z!mcmW$;midE}Wt%#geqEQuWR4h7y{#{I9J#XP~8yq%h@@;iV$gUS{UGq(hO~hmuQ|qnG}n%BsAattiFH7_BMW?0nub zl(PV*v*G?jLI22pSm5{8Y*caeMLU11bh4DQnP8>hINd;S+p1A%HGTuT{X86cb2jc8 zU2-)KJ~`LCx|m|~t^#yS&#`9<>FPfik3bFU5Zv+Ryr&+J|IgwpQQfH5N&-RhT=1ggFS0guhB%X+Fn4S_X2KOKV+f22D{qQ0~(~) zn+dwxvPVcClmt6dOYvh&&(kqh!L3rqkCqE_Rh=r$5KP-Od6^LNmEw%&O_x9W3cC^W zwsOkn|Vz~zOuwGvgAUaD?apMl3Lu2udcq0CAh~dZz zRels?kNeW!=>xlAJ__9`vp;yG(c0dRk~y$ZE;eE|3s{Pk>tbeW{N_#L9QX{k3q|1- z+$CPqAT;~*71~|k*>kGh^mY_7Me$}uXCF6PPqy-p)=PVJPLiI{v?Gj^L@ZYr31V!0 z4o(fP3_k5JEr*K66fU<~dK#L__fzV%@z3lzz1v6*=4rbOkeH@H+@=d6&ix08bhy8| zc_bJy0c3?H!#CCqIv2mp5~F(blt<{ThQ8ZoO5Og-@I277L=DWd#;yH$OU&`JKP5b- z^B_;ue~D_XiO9#Ky7ikn3WbUy-?3ARYUSdAtXU+bcu|k^c*l{@yR<}*_0|+4tK6i~ zJ(erMNw`3fa}wX8R{!d@R4dw@bRrPDZy(5x09F#PmT;xU_#HI;^kHUGccXEBn;_AW zv%du+(h_t?YI#)0w2-P18gbo&Z=)s!F!3?-4q0FG9%H%8Gq0HWcZ)Us>^aOgUc*d- zc!KMKr~1x((r5dOuQFph5+=Ia5j7I-RV^@q8Rx_Rjsxg)ALq3h`j|K^NIMY3X8ZU= zfoE@ZHFVx3eOCYe-%yD6KRJsfA#72a1_Fv{sk*X~%Rk_2je>$pem4jOhQqmr+vaSy zRL5IX<5XmA zQG6dT(Co6REQZ4Dup;evB0fT@0B zHR6@Dukk`QMBZ8hxeZ@D{Si(I{N}@07-s9+BP3!T_hWk`;}pCbvLGJ0Bce9F`y1+B z3G7^;A3dN$Rl0=5TK!4T7W|;t+1+`Bvz9bFE;~g!Tk0+z1(l1U3wg8tkK~f{Y>WZt zp>WJzosGhPo<4S=owZ69uR|RJ)HmqTj0EVO-+)egYfA{F`sVdAn#i!K{^2SIMpuIb zQt8)nNuf=>_$!}|T|JjdPOPo;5v&y`XabI-lMvV9JCe%Ts(2dxKXs3@tF#x*bxB4$ z2Nxb5He6y|as0XqNCzg>o)%3tcuXCkl9s(z>WSIyRm zHkDo)7$4^0xviw<>CLt; zN4)>!yPXeE;LB2*o!4Iv2{$A?_?tfuZ_f0imnfKVzkpCPX!U6BsV0kkPf)pJNP6r$ z0kNn$I?RC&mqhTV5Br+|(sF-%E4bErzII>)@=52Hau_L&-;Gl);uYcRw8!$^XbyoylfgxAHS zzK>X;qJ8bon%fq-d+X`4zGP1YRM0^$OPrE&v-Zv2>W%oEM%$6^XZk<<^6vY=4OXR( zO-_+_Q@*T`45R|HX=_x?2lRzJo0)x>t+uF;c`Q}d$!jmew9N~Odg$Yn?j!F(N`~AX zTWcZjf71KrG_Ao7yPw>9yqf1xZ0n}KU)w{<6-tv*;@wN#9+gU$$Q-egP$iB3noLeu zFw!VR&*^aph(i#E;d;)5=Ugwl+;UA$Pw7@qP6DaUHKu^=zrjF@mzlMzJ`yCD(r(MB zwBOGeto}8FEuWb;){dp|8P%?V09xkP?W@{{I|Ui?ZSQ!UOR%TU%1HOCL8CsPwcNbZBBj zwYN;a=P&)?Stqc&YcXJ&VIImlL30T~sI*>M(Sf*xzAfh3)fvuNAeBRG}$bQpjQ`E%fdQ})uZU0~2%{}y>8ljapx zD^>pDXx>IzWII=oROw#t6O{-eAgs%GA_vWqb-QJ9SLqx7oYg7M&_(J|qp6+qhSEgS zx#g_K{t&o4$w-WjzK}y7ony+_-=3Q?>nt_(r$Wrfuwqi?D=4%4;qRXK{D+s#8r92l zUMqmW_yIpI(HMq(ZtR=+3)AYSQQaE>ITTgD zhkz)%*3UZp`Y#TLvTLex&VLim1nJ{Q8|wyOoAkGB^XVkHu%l*m9ym>1>LOHuxfPr+ zHB=?cD?ZxG_yPWy($k^{Q|S%b;4=5G%A_Az&0cp244Qy2byy+Ci8_Q-yK{(t_2ui@ zI7bA|b~{te1Hq0}9;3g$Vuj%EpXv&XS~pw4yTD|YQQ z&qmS|W=Xqt3a(`*L!LBoroke>)@{1F z47*r&_i>(%{q{wNmub83ilb^vTx@-qErG}&^7)XPtKO;%p+-@pXKq?khR@N~y9I^o zjbTpwqeI*oXy$L85jIqDm4_+Hs#)7B=OeLMMrPBAQxPlnW1`rOLDe_5&f z7l&KmbVycK2_mRX=j%igOKOo73Gne;M0cK-pRs1ERt)^0fBPm2CuDB{kX)VL?#bQB z9&edlb)76QxVO)-hWY5A=PNTDQNIx?%Z2Gzy&LJF36gJC897i~?LSf5vKeT{ew;*b z!d;{b1w23v+%d%wyIO9}yo`b>K6wQltg&3HOf1k|h$KNc?v-KtUXrvcDU$#9Jy!#| z7gEPNji!FdwS8VjXrMn09MKh=2w*L214XY^iw;JcE^QZCRVSpiJes{zu*Md{28%Hg zb)~ELkBPNhxcB^HA}H zFgWSfil75D=^|>IirZ_c^P9q*@PTH5jq~j=*S&H6JB#9ZP(O*zrb1rUIVd}0d_QT9 zfW~LfH!W!$gsl`n->~Mzf-TCeS^7+Iv7A2+@31lWedS2VnRrXTUiw1nuKerdw!JK4 z`x$Qv|4yyR^AHES4m9<{P1<=awfAD|G);A>F_7D{c+d}9;UFT?Rd2#HHcP|1SLa7? z^ z1ci1}f)j*y)kVZQ!ZJ%bNlLC=c((J(N*YQgBK!}#itXU60X;RZ%bIL$3Dft0Ce4hN z8RiK43r?)a=2cnh4<*5m*g>fyWuEvBmYa{WelCTNPv>ePX3kLqd&58$cL?Ffls>52vLWa{|}YTFubXT2(A7W9?PMo!K@*qoIp0Ld7x~ zentd$l!#|~(4qhgfA}`51h0S|WZQxWx`D(;A&yKAkHP&mHa+}IBOXXVBr?1JV+W^V z20tKjBcep3aSZS3AYJ)~^5!$y6APlP!u_AYk(PDK;O<{WH-cgwrb#MtJf6USl*yF>#Z8jK4l`A|+^Tv!L`sbmIjTKyd6UTosrt4ZD6MgJN{tf>HjV=5fgJEoD zdAGH&*@pl;pE%r@pw_XncyT{c+L#2TRndQc=VrUzY4OaPdMM>f-ime6hvP@~cx zws*gTU*jggARrwY?i?EL>p%q&K;pB?$;Yp6aIS!-{GR0A?Y(2TPQFXxCy@JN62YzC z&NKIjk)=uX@Gu~*E>ND{Un;lTFpw}1=>c*DAgJ+>D+q@Ivw4F=_X01TFR{Nl{0Yuk zp8Y|Vw)23zErI#*A4cZ;UxfEPN8^R0gcCUE z#xwwZ{T*9q^y7;Me(Ae)Y%N0sL~u!9mA~cG0K4Nu4rHw-EePReyDyn&x(X81;#Gj+A<(lf7Bk|i_Sb2(_9VoZ_p8EzChMIrlKKK00l{)|7s}CYJ za*wm}SzFG2GCfBVIMF-R{9Tz6f+N5XSO(+_vSeiV<4siI0SCV+sq1h@WFddBHGPO= z2slk{SDJx0gO>|t_x5b3nlq>`eb4e;rQS!a&sde}Qs={@MY0k6YQl1EzV6 z>))Y$oas@46J%<~%*=H3#J$OG}|#t_QE2w6a=CyK?F=Z7^`qh(*WP zwkBm{{~C!8{hz!_VgPti+n6!s%ZKcWsVs94UQ5TQkPOmcZWJs$mY0x;0HAT{8s`pr zKi907i|YqHg#?qj>~K+Ak^d0pRwawmGt9UKp&V;}dbv87SYS8i6;sX`Op*US4`zml zq#hLz{nd9{sBO)K_{ra~a!B-Zd|nhsM>bU6K9ath%#GGp@ExR&`6&b0l7&)I6ju1!V}2$kdh^S03jwGJ*0i=0o!S zYp-Wnb`wpUOb4&idx5bZ)9$8(5(cxQFdX&1ZqtBbr*46;M!e?5_5Q9=!pV zr-f&zg)=JAW;vzJQn~-oE`e`+20dY*B~Yg!XM+wWc>CG2_nr<=PV(mWG`)qWc-|w^ zQEm*E#VoxQC5_P2IcZnb$j;kY8f&H<>zB_^mY%*Q2HI@B5%y3dsac|wdBOiE)R#+T z51m&vvhCwBvE1p-2Gm>8-X+m>?@506RM-Z2Z;VdAvAt6LfVZhu>fNj-WF029xX~$tteFWFT`u6TJmWr6u@5NA^n%r6Xf^({fuAw zQI}|!D)Y7K7|(e=9n1*fq1aYvPbtgn6Ons6;6A0pH-InmDf1|XN>9wTvHw&IfBVQ6 zWyp)0eT>iaUTAPSd-8mAgCuK~$zQ|?qj18hy`%J;#Gli9ilZK^f&HEV0Y*67zN9CY zM|+qkQX<`)1Xwy>Z|R#^II^dhNVP%MH!Le4vJYRARWxR854_3R(pIG?Me^SXk-kdw9?u4s(lz_oURmS^EBC#){V?u2M%Ls=8 zq6F3v0ZYI2N~*zcu>@1crGGE`yG;LuJAsp@D6E@S8G2-VlouidP0^6MOE(!`_xqmy zwKmqK$1Y>zP3-v^>`aD3NR!Rki$ZLkyLQR-P}AF)z$0*P9ekAL3T1BiyPb5LF#t}= zESqvgY61{ymZkfdA=mb9z!ogGl&Hk%v$_5?J&76K?xRIB=;t_zMFdFBhZKKb38(3T zV;@DB|K!Td9ZzIXc34{vRxEV4c?wpx*nZv(A>h@W_^EnmIctn+hQ-*GRPRIhUxsqY ziaEQK-o6zA?1qhxhW$zET5A$pHEWG=9O%Q*HA8SBR>OrN^JAR+HXaw`$hNg9|wfjjFq*H1jS^VQg$YmETpAc5GyC1libx&KT(7+-)cGOh0&6QcdNER zjBD7PHiEM8qgDYkhCg5BYn@o=R~lQabY70Gu%)mPi~>4Y9Ea3Q{6Y*AaGjhr-~|64 z0DC}$zplYIBY&6~M6CulL#E{bgq37_{ei{8rw`G$!Cy|yxrSz}TM#h5N!EVQURykX zD{cc$xE)^D-Pom`!s`s?TZLl^*O-beRjlQtT(%v<6P$1;xkeLotZ_p*nA{SS<-M2* zd*x)3sm4>en5}*V%YYHe9!_$FY%G3KKQ6e|6di{JPk(!baEfaa(d9)Y2Ne3>o`sFi zaizL=U*HsRu!)5Up~DT7OpTp8R8XDzYzS0Vx{Y%fjfg_}CUR}6yA##sm5}B#@!#w= z_Q^aj;Pp^36~%`nw_j;xPC24SmgZ{Hn<3bhLNjJ6*R}}>B&>pgt0eI0od=GO1WP4? zc4)Pgseg7~m@!Kg+d5#86RRns<eq zSQB)jPV!1|PV`d|iEe#b4fqk-?aN)V9twSW#V{RR935Wn(|wM< zVZedb&WN8fK^{brVn^24d09BB;UL>3PDx+OgMZHb;CM|s+Dh1r$3+mVRUp#ht$1(C zDsVuuuMCg}ZP65iE4?F+3FS!GRg{yIv&7gTxS5~#wM`tJ7&y`0zQeg|;w?A{iQ=p% zGsBrQwS>B{{=f`pmwlJ2i48w}DitguF6n{6?JpqJC`GTq7fkSF}7(47y!{(8Pn$pGS z%?|tklHO*)qkdabr3LlM7kn++hys1nd=VIYklQ#Q5>LdeVoJ^(m`3c9y^{;to*Vhi zXtnv?nqJsI-9)ejE)Fkmy>J(ksIdLfnvsqt4~z8M;K&r}PJ^qVcr)S~r5L`cZGT;# za4ItZ42{?o#?|YP#jOl%V0|Fh@p;uX@0eQ6H{p!K85alVS2$jx&2z0DZG%eN5;ZuS zxI_jxC3jcjvaJDd(m826i=bfwh?bLnnMk?SJvR#&TAI&A}6y^WvDcUy01p$7EEHr<-g|1B*iLOB!hJy#_@ro@q(2dwW7=PBAv zQX_BeYaQQMum@SaRZ4zK_&j{Z0nqX7j;*1q|8mOk!h#85 zbb(-Wp_V?}cFmhMP7^&AscTZV|D&eC)UXf=!>2;Iw^C;D1d~)<^%3PHV>^6;L%SA| zijkWzwa!nfarRpNc=puXdVjnQOPHz<*`E*hjao?vF^X*Ojr(J606nxYq?Pw;eh*%? z<_j$AQZbHYH^>PXYFaM$9}OoQ_r`*M3I;ymt7VtLE`fApx!|VKIHHa{!#{J}u zx+nd(54S~-)}RQPo-`xIGG_MxfI^oBP&XMaTK z**lx2-QEP2&n}Vr^zL~~t67PM&xT{+{6 zGH%|!$j8d=$i{Y}O?ONZPvDW%K>65j3e?Mo<)4tS3ddJ?V|I#IBqz=tnzjqMxA*C)1 z#0jf<$V$*}R?*Pb_oiv%ME|`18Zfvhp6!tt0}?o36a>zI8in_;1-t zXeM=7PVdS40u|}3KcCDa)2Un`Q!%mFV0u9h5L;3nO*`-KedE_OPz^0VtytE=o_?@C zOAhVsSpG=T6gn*4SZf2gSTzPCP+QZmb{?lRCLf~49Dmoi=!QY8d8tR{*{|wxsyNx^ zbq0AH@5g=j-gE5$=_T>ulHl`0b*zI>KQ0ZLAsI0_X>T-qG}=SZpNgdU{J1xI)Je83 z)iCol)x4HRtYy}GA-I3Jn3fKvzB-j$^}{Na$yX7A0SAUS1C?ej(J!0Mq-Fiys|Z0V zeA2WCh<{dri!$_b-p1rcYKzl`*^N;2;ej@3m3HmxU#_LTgrt-%s zOtsk`v%ZFtc`6+!4BU3FSI&+8~K>*4{((MP;QF%n+JJi zSZ+#*qFNFvR?tw@M$wuWOpOJeY2%Zyv1-}aSf6dA zexz%X(zI;4du@+M!sK6JFR&Bclho=;L2`_G-`hK(M4*KyQgvJmZ+R?9pmlMn?gfeY z4}bk%L4+Ps3MuYX2^Tw23dc7VRZ5GQ?S=Svc8CPH2t}Rp1XmRMUFA0yvxeP#*kS0> z2DNmE>*|m5exU4}`G6~fEHTWg>uyO$JAbmnf2zlyRFcwK^YwljbH|-ga`p6Pbw=xM z;LDJlZ#eq+uYvOyx0}jL%M4&@8zkskFf@j8zHZ_%_$3iRF5Wa_nD_Q+oxtj?-sC2w zJIP@7Vktu;9c>(o z@$v=*G)%(HV1_`fP3n_(X+q02IT$9qU}`vFm3NEseyLMy#!`?eFM#&maL}MEij>dD zb6mLSNvvD*?#0{->fAP1q^;$PtLev=3%oM@4w`IdH%xmlz+}@RzYen#iKbTtZ^XAg zsaRPt~5BBcV1 zVy#gmInktQdSHnO#H?)6F})=G=WYecoEy627m1GF9Fhy(!}9PjFtg)7w12l5%wsYi zaD4fNZT^mWA&doR2vDA~d=cY|7?t2y&&@g*tL+4SMV*Atmj?PuSj*%lm$$JFmvJ>T6-4k~{GaD$T zpxhWORbNbt#Qb0Yn-tU&ItN$rm>u%Ok9X$G#7H&%B^wdXhKO7hLg&xeaP^6-qN4C;K1{~aOH9-U znY8H9)^k<9{NXGT9MoOb*`Li4KY;7&@_Yj?7zFQWFXqGcgLHnqMk{ZqW#5=*(g$;r z+Z5IG8_yL+foVJxdw|7%kMyDl(g|8cVJY&-7zX$h4=%CeQ z7U3i(Y!dnRAz8s{v2Wxy z>Dr!BI8(GnC>Sj_E5jCxmI+;e_)tj3MXjHdMmX?~no5<%@qbPT+N@2L9j>FuBLaAc zimB;j7x&{t;wo~Y3Q=rn1xxfeI2@XN9p1fl9@%15F=Y9;P<$Y~NbVfpdKBE$S->w6 z)c~lTn3>tY(Nl4jwBu`2lJm6mlHQq|Kyl3ShAV|}^S+2E9EWS*N1>{amHCAl zX7MGVM$b=$ouh%`Mf3*jX-{M)bkYI1VyhS!+Meyw@_76vHmbd2)`0-#Hy@24^`1%r z2y|C(Kqt-?*iE~5G4WzF>-e`OWI=QSNkO4xB181NfPdS91;%6)3?|N7ffv=DK^~5u z5_b#VxhDbn@Nq^ri}ft)CzTg!qJOz1mR0ey6A3)20Fdo5`Cc0h^1{9oe& zhD#oVVSlF0PU|tDiD{2?kJI%IZf(>f;`6DETl4m8bZD zC)~NkK$!|bD|nV4OCwj2+)x0HSw=}yDrG)C^mH<;zdtN-nN=xOfq})Q6>CFv^sv&Q zO9y8TrS3T0_2TQef%buG|NTjss>FMO^gbUE9v|8S^2c{m51N^{oIPps+Uz0JanLZ@dl%<#qy2bKy*q9ccK^aEeu{uG?i}N?t zpB6UU#94sJR5|cy0scL&cm7={;;HYe5P!BSyy@~-4N>gM{KAfjksH*v*$8$X!U{<* zRE0uN-vx$!Qditt?>7EgRIt>C4Y8D zv7C$1Ua={w22B{h$-b~MRZlUaC~3HX=)FH8?>RZ}j%)Pq`-sSQ5PVF3goo4U&Wd)> z?fo<5;0WolRN_73vuDS~YO;YO-;tuNjygB-APkHqbrmu8mS1r?{2^DP<>qy-d0=e# zO(&sqRq{eXdixDX$_r@q;(ZgnfdJDaNi-2&&Fdns8i?Dkk_7C%jh2rlFu+TEzJ zL~P3Od~M@&w1~$%Lb}5=+n4#9+Nh-N>119{tzXtXY(`91BTbP+oT%F3WPjg}X6IJe z&^U|4qH$f-?#mzXd#LZK8LO!{_o)uacSQmee#%YM#@g$rB_pG3S)bm z%vsLqbf9^DtB3jcUWMt%y0tA+7&9v)Oa14O|D-*+UvL+@4AP5N>Pl#>s;bV}H4mXC zuhbl1oIZSEX{7~RD-M@ZAb&gobuqNONhCM+SaRjot~k!0AfxTNZqsugQ^E0RIAihM zl`30?_X&tG3{g3gZ(g;u#P{?}3U{B!ZO>2>y`W^wC*^A|WxwNv^E%lW^+B3;4OuQ> zUaOG~9dQDSi0>zO!m@D&EZ>(z@e{x|ELX9O%t&`=%JLL2CiumhB!4f6dcEVz&_Y$e zIDGBJr|DZnWp8~k)mNgnBp4Yf9f1U(m}x8IN@L_XGLK9Z3v?hcNo=zerWSB>L?j*@ zhh@)s_a->y){Kf6?fSAGO~_SQi}BcA@c}pR^hOxR4qM;agNP+f&g&kJf6dYohutFB zHTG44#ik{f>Zc!ZN`L#;2OW>Pu4<=h3mdUB=8n5X1517dWVFs%^E>9zi)-~1Kbr~W zIu6y_sZH=4As%+vA-38ZOe+Df!^#N*G-a%;W{e`gx0 z*ioxKT!VY0n;F=t`Bc`<`6@6|J^zi)CVW*T?kQAv_yCL7ts&CC{H~Q7mK@J zP6Z75&cRBl1%pG{H0{<1ue2=Dg~fPUpEhIbp*6hk1^N743aezMvT6zf4LKjs=-_zp zSYr|$i0m?s2Y=i#h#8_RBnx!Ygyc^4<}|E?3l%<<#gO7D6=V$cOCirueouXkkHtu| z35E&1jK3%eLG~}AEybpuz`Siv&&VVTC<=rBRY#Rki0^#;LtQ|If?d{@g!Fo+YR@3+ zSB*aTkk&*+TpY=b@&cW_r~t8dQJKG)dkgIW$vYn%EPn>fi}OMK5<&a}^#g<=qjD!M zd`XHkH&poATl^5ytwI&WuzcbpwJ4D=?Yq3wf~H)kzdI5FI}Jk+xz%8H#lS`$JpMo}2mJs6*w9I8Z_x&q>%my*Wm1&IC7HyO3Y>x7Nz z?j}dZaEs=cA8p*)pki-Edz-JH@!5J1nva0(Zq{t1T(_Mqs4M@HhV@Wf*R7)48GW*jATfgd0l^V0S8 z%QYhtUjYDdAy0GV*}=uuE`8S;)+dwg_ngKVOS9`D>p?){5?eKw|F)5ki=ls*EikLzeP0TkL&> zB{96TmvwUJ#_r!+qYo+y!~`y3Jz3Nn+<&XwxuFE0Pz`TZ*bQ`GgK@`7E9w`IQ$}h; zA9!f@o4>p`_?1`AgrF{)!2ThH&q^s zE=a!JzAaS}^AyRcJZp&mb-!`?@^wiFVRRqO8wt|Qh#r#&V}A)F@N`wlR-kBMpj*6Rcj1X_3)#W9mw#jVN%$-GJJ#? zp*`_lcOI(vaZZ-(G3v{?Sthx0PAp1N z$?647!P6n>JX1ff1csKC?IdlH#eveOq`hq|JMAkMMR&@z(6#iN7m6dVeShrF;YVOY z8Q*XfQsU>&#^3c9bNk-s?9+7ya~B)BNmm{y9_bPgGfcIkBx<=oHkPPZQT`f!qa0C9M-ZzDt$gZ7 z-s%pw+#j_?#FI9zB25Ge_J6Qr!RXbhiO7BkWNz6d7atT%%yV@3{in$l_|DN$;7YKd zGzQ-)lj8S+VqYdjk>hyjq7kk1*G(D%H}G0_Iw*~Ns} zXn|i}^gK5X^DERoUX6Z)RY8I!5kZR&DPjL7C@=%Inp)$ruka@#UVlp9_TG>2*cz%2 zf%-^QHiMf^W8bjWW9BZC+FI3|UNzSLgne^AzDOC>Gc0Vhx@@a*?^Y=Ang@AzUu)0Y zRQ}tQQdLAPcK(KRqr2NXiO-Vexb<80-dwse^*hjZ6Xi;lm?u$CVHO7Ts`#;k9odNZ zh6`62Dv{++!ZU1UUVlKg5$+=RLjdET>MWyo+DvNIi^xu_2nryE6QM!@l+;!E6c=F!tj^hLnBy3G|+ZCBQ)6pL+#sXdJqWdyrGI3+nwv|k+vkFQjY+4Q z`o%IGNAmpvJ`K2!dEX$49?c%{wBM_c0Y>}8Bz^3+3yXfoK(^25u1`Vjwe{^H1-yC@ zw;JYsIws~NU&6g=%sCl-c6^dCG%19b!*hhGmisyq2 zLu0aawYfwTrGLw(Fgo30`{lA|a$_;+CHF4f*`wVVSf!8mz|Q=w7;S`pf5z_Q(gmwl z{oVs_oD}>^Y5@DyO+&`=z3p+0d+>YLpsO@4WF6&nIDTA&|H z3c8wA{PD77P@Q(7-c5vwLq>%&F?AghdCQ(aC~Y%Mz>7!1(J|s2nxJ)Z9_1PdXUE`- zjW4FEx^(p3EwZrU?O1uyHuxlHq&#RwhqRiqd32%uW;2B^3c9?WRu|Hj>o7i%4PdD` zet*b*l4c;*xu|SpRjcj)ga!=fr=F$1FK*Bpz=Ck# z;L&M)qEmA5iz=+;OYF4wH@`eY)XMkL;D5u#N*%zSD#m%})fiab_asj{<_K4uMnr%= z{As8Q-*Iybq@yLKg|K;d*r!ufDhAy2M0K*Ts@+wSzP{q)NzG5!{~UoOz=^8gdUk+_ zkarD}w)b$;&TOx9;Ublo>BGC0LD`iLtzX6n?@ChHZ(!i# zWTWjufz35&Ms!V(7IKAzABu0g4px;KkTebHRoclU`EXCaZ-r0v>lVVBrY>P-`H0yF zUs7{bm3M&V=~JZJSajzvUt+udd=q1kL;k7c=KlaWz8=B~Wo~41baG{3Z3<;>WN%_> z3NtY=mtoEb6D%?}F*gb?Ol59obZ9alGBYqp%O+nT`2XIDnQ+t5AlerBLIe2v#Em{vy-cp5FI1H z(*}QJ4NwER0bM3Iu=!_BQ4~M>nvC zyQ2lr6#z~SP?uEzC_4ik|1nnh$AA&=pV7nmO$`-h`w&79zX!d)g9>X`={dH2$78qU}0kp0+<1< zY#b4PM+b|6mj7Vz@?CAb0Q#(8?y&(_|N8g8Uxr|MSvWb`d;d27d%rB2I%>KSat!}; z{6C$Tn3EU4mx+@Vz{JkQ3Sj$-WITW1AO8Oiqhf0FpECaNm36dq0`UD)EqF}-t=Qu~ z1fc!TanJ$&9ZSgx%vvCT_BY85Sh-lu!GGBPKU4j0m;ZkZ|0~M>8_EA~K~nDa_J6Bs z|JMKis7)Pg?7jbE04A+F2z&sFPT(_e{J*B!z<-Wb5olrK?(l!LvLI9NA&7rETG{_^ zj5cmkHeNsr6&sMb^*?O+N3QwTmD$@k0#%&cZ2o$z0GPn5`9C`FX_?!BA02LBO8%_^ zf-mRaDJ31voh<%3F?KF)fT^pisW&2c$za3<@MQzvq6N_FZxRDom>r!!U>5+mJ%50u zlPlt18|CH#u!#O8`Ui0XSj2yRBOU;Y_;17uV3GKZ_y8=D|3f^i02Zm=hz-CZ{Ts0Z zSY&=94gibnZv@UR{~Lj`EBr>_?25k;IJ?qs1kSGfKg0{puJRj!v#b6_;OuI@5jea0 zZ^Q{;(fEzPwP^lE;99hPBXBL+zY(|=o!97Ebo|rmlZjfQ$QGIGAfJz<<@k#tyC$Oixoc z>)#~#%g4nXeAK_gfcJl4`5S@_EdPLcXgcLgc$j=IH)AkPtUZ>q35IosGTLW*y;g8n9BmEtj z3+(C$zUV*n;NG2n7Xx;7`j;BqjPq|bIG8i|MeX=6VsNtkNBVznT5y1KIRjn6FXTT= zx&M~gI9dFW0z4g;-}C_|ba8hA0WHkz|CNP<^S9#vB;xyz=HFtrzxMdY7TCZ;b^ARD zu#+3m!RFtbJCH0@)=;mFMEli>gw9b?4bH?NvWeu`(7hzoWWa%Po)eR58sI zrx|MyTsljYZG(qu5t(gZ;z(oX=X7 z2D@7~0VRKd9zHSjFU+wiYG1Ma6gj*F-?HM>!9}kY!D7-}6vot5CUoX~_RLxvwHU{y zzB-SwrB1f(yib5I8p1)W?WDT$CTwF@a%G&_Hscs9P#uRIka)k-Qf#gLMytotHkD|Z zZ@T^!FpHvVeH7H(q2G z=f*6?g1slEVd!fpx6-RwSL*qB5rH*_q)Ao;ZGNU?PgMSok2IAS;<*Y{$+nMUn8x=TgNMaJ z!~6MeEcSoiR91=^;T$+=-Je%`Mv9Gm*wo+&%a7_*3(Dk4Rz2B1IqC{~Y!RH_m+^AnoLF`{T zl<#OEkh9R&K2T-tu0T^5cZ@V?UA(*%BUIP8E1>Y%faqJ89^WGSHnm0RYhP_p%Guux z5a5bUhqh0kCR^AF%D7s8M;jacVj121L(@~VVVS5db9NB8empz|BS!J2gM$@YXySiZ z22fN^ll4QPm;w8BJ}Jlcr%$%X1L?=+cQtMXUw&Z!5)7|=XV9$+Nx3c|9I1JTFuD80 z{V8|aOFCcGaj23oBbs2_rj}|xIfrav3Q>U_0nyCj{PnA0q}H zVoPw227CC+$CL{-EENvPe6lbm{yKjQ8jOvXNl{cev|47^rT#DCauX18pb7};K3^WV zc58*hA)`Ii855-Njrm$M*)*4AB4Wlj$={Y>Lq+17&3XZ5vDID@<9F>hJdi7PJ^ zej?ncm;z^In z`xoI{bRd!td#})?*U z?uOpN6UdJ(P_t86C7adyyuXzjBS>d-cM4FfV(-WI`Qe_Jp7(y1n?8S|jlKkBpckcb z>Xol+qHJBbzfe9I*PIUj+xOc|gLA7~P&Ku1`PPT;{nw9~9b63W9i2rVwCUKi~?73a`$y({5VcvIJ z854k-#s;n6VLs=818dV*(oH=~u6TUt&@a-YJr_}pUsUa|YDRy>x|9Y>|6r1F^rk;Q zX+4R>@>gHBeFv3_BzrzTiIymxx|jmXu3!c3DHm3Sc#de{`fawoK#lLWZX{ZY)9->U$sT2M2wz(4LsUyW9@S&Gtrkoc|RvbBx9`knN)3z^%tUq4ixWg z#r;?Apvt^DqmF-DQ&0{myofT}Q9esHgwzFT@>dRT5{mRKb2LT8g-PiFz2`N3XosrT zR-f;&Qh{&?nD!O-mE^s0LN!2`MJ=(9+G0fhds=kyFstgrD>ej-`DejDO3&0Vahq|A zJKCh;hM+4tRI-`(I}~81g1qivO7M;KCv>zTG4O`2u2p~YYEd*)UVnLn=G`L#M;Q~H zUzXp7x&~S&Jv1k|<6gvv#hNhK`@V(01*+c8#~X`S;&F4lm04FY^_cP@&>Y7x{+v6G zJ*Zd7MnYe)Jrsvo`%#f$$jmt?Lcn*eVhka;T9pHLUrS41F~5C0at0LzvqqU&IcLL$ zv7MK%e6z>2gifvC5B9Y7Ry94@%VyKnacgAF z`xSF3bKeX$pYKgMRoU=9j|BiK`F^@+6*rfT6$298jOd{^uWKVF5D~P zpC?kt@gXq$fN@^oiWFU3P!Z~(B+(h8D9yu1DXV{A^Fo~@x@bkX>1faG4f$RU;iHst zcE@Mn(lN(a_1mLHZ zI(uC9pkxzAB&6Rg4wNywit$BJ;y5jt$%$pG? z>^_`LvJaMepoK$Pj8(ddE`b!-*eteqsp@?^flRDMe_E$+j}{y($^W!9fE9*S0quX* zUBV~WDE$#dT+$?5>!84Tqhq9>3P&|*LaNwFrKA7n6h>$uWkq}k`4k67`>hJ!0^hM- zoEzVJNE(x^Y7&%V*JbT{ex>B%<6*a%Uqi`Fq#|&Zp~zWA#M*1&)a;y|nC139NV}A? z?Am8oUp&{s2alEc%w7w3$dyZSu||K#wfpF$Fb&sON=&>fVpZ!9B1e)9R6q3+O3_!W z+GyZj#O)g?0d6de3l&X5iz3viH0qUF<#|5V!ZWC)&mZf%7H2*U>;4+RI?;6j`nT6D z5+N7I+%D?AS9!QboREUllq@*DdWk)skq_;jLz9W6`O+u^si!J3fhN1O0iu5@+eer#0Tbi)RkctR1NL_4tfrmle+uX~WDp+{#TQ&4Q9?%HXDUVm6anLD0Di2D2H>9t+v8 zB_OkbcmIKTq(9{=gXP4Kk9V0zDCws07crlj(f7F#*X+U`v+eM3P=|k4?Y|b@_vt{I z7LxH2%oRBxrmVcjxAI&fdxHpn$Fn1apey37ZWwS8o(q*;eQ)n1Hh)l+gg}~-?Lo$R zzuy!sl^lY+w*GKhF1c>19~okKr{cvKBom&8<9GN*`>8=-MVe$D8(kNRoI~uIYw7A~ z_ij_hfPAJ>AMTDVWg>t5#GFg%j<3R5h@D5SP3-xq(TxTAH2SL*?RB{qjw&N6NJzit zC+~QYwA(;)Fh8jpC7&TTHg)8KgLe&`O(Q|H$H;+g?~Qg@j6%Pfm=Up>n5li&kypKO z-hys6{}(RB(ps4H-P0B9v*p zObRHDDKV+Su*N@djf}%rtgsUs19ET&KMKT|kbIszDU%m_|Kpq+*#EU>m9#dY8Br*C z-@Z%LIU(Y0WkG-73|)7`*X;Yo;!Bn|fj8;|G{{CRzxcO7FmiRaB8S*smGz;Lw5-yj z0u!w`E2=I~AIgW4?KEgw&U4TOas=aD2pt!<-Gf2)3gT=@I{g5y@wcgnE(r_$F4M)q z!rL*EK5XLZ4BbS9Dr|iLB)}0Ub@p*2j!L-{#pThkPxgPb7c-5N@FcCk5!D?Q2WKTN zc^*jZXJE7+UEj*$57TIwl zvhcIIJ7qJu1oBk-=Eah=&Br8JZUGcmGp!ibsAKx75en87x=cGE z0qU+V-ll(C07VsD>GHWr0TMo#I3h!s@+mxB2;7)(5w4)bwe>05w}^LH2|`HOeW6Vw z5;C^$3(&XRa9nXhyjD{XcbR*ImM769bIi#Kz0P4%Ld?D^zRX8$vRL|atfyoieJdH-B9|^t!KmJ&u~c-MdNWI^qpkVu z|8&#X)U4az7-xhOG`m1$J3d4v(|H!7Eb|IKGX8Av-~Nbh|eEGM9Os%HjPhv^B;+<=_KiDXq>Imq|EW zp(^+NjeaI+{>aUXexJ~s@Jty!1FDajCmxI45F{v*K3hik8{fp@ys3heG=4UJ<#>OG zU!!xhA>8hOEthzQ%QV9gc1vutwICz18Xs)=J@nbGS&jK9^VhQnP0)}7GbYWr`c|(* z+t`x5_Y)~TPZDkcvhJ^W@%rikhl56=ueH+dT*lIwZ|)kG*h(JJKrFGdNG}_4V?WOk zH#no}*s2{PjUOe1{GH(#b}cKc_^f{^i66=aAPq&%6z@$Ijiy_q8o<6 z{!b{c7($n!&_Zt*S=yA>c3X5Vh0+SyZu3TeKWmb1$^;*YpIDmTd*eOZbmJI0o~!iu zC(iczzZVT;v2|TG+6OKHy9tLNP2BH9px*kyR2`Gz%&$i7H)ISNEpro|vgCMAJ(`%F z=VO)(qeSc1PDG=dOm~h+<`jSSdcN&}JvJpFM9%lwwYgL<4a39qw;lbwHzM*_7`@{^ z5a@-rd#3#r_D%YZ<9oLcX{?U)sJ^JR_QHDQK36fHMloZAn)i55NS&D!rl^MtAED3W zO@sg@4P{ilCMgA{Yh5F56~e6^-`WO^44$Is6LIFBRYy0=l*}x{8CHMVJAZ`bIFTd7 zEtP5_wEIk5Sshx9n{I!IcW;o&n@Sh#!_s;1UTdzXnuL0wZ-*MTx_RXk)?qj7jprX~#=06KliO4B^K3P8RsPE4HS5jv(DEV@dUag5J_YAvf4eEt6X$bhv}q9b`+nu0#ee7H&0J=sT2 zFSnx3gWA2UOHvC@v=4h`yMjVYJ-sBlFNe%fxf|Kl(gu&YjQQ?YicT^jme zMs6UjV+YWx?(g+Ts(ivE%0VK?9JfHsjLh79#YGVzTRK5)Ym;ro_DG@Eg@TdSfKA}W ziI#-ioL_2ds}7p~RH?XY^f2C_#<1w{K9VK=GgMk(VzP?A0Bkh*OuPKe48=r(MqU%D z)a`@8-rMI}quGBXXyUifNCN2y-F}B^011Qs5EL2rS?*WWf#=CInru~$VKV_Qislcb z99N|3WBe7iW*8?cRLvl{gf}cgqxs6Or&+|VT0eq&3A_wHx4^Xv(fvHj?P)X&vd_MU z=5p#p*Wb&ZloCK^RH81U!LlijHmFll?UB8dnH|5LB<+6|*5E%8S(G}%+f#Z)dZVt> zv&LE{SVh-ny`eo17u>;V*&-#;Wc_i4d9hvtiq1$Kc8ZB4+|kqjnGq>cPpMfFXHp#U zy7m@H7b#8+7TD<1J9~4^(LQZ}_;nF<^75j)$z}2pPb$DT)2k;g6k0RKFNQ`Zv2o~q zn6wC*<~)Bow=9wYX?ob+>W$D7|A?0HBh-k{TnQh&EUQ26Orrt0?;;NT8HeVw&)~&~ z`?ge;CG^-*QTQ*F^|Dbq$@oZKw2&vw;;aWxx|(w<5#^z!c|LBDSNo|>zK7bac-Vgd=w14_`Gtr07xpX6HK=1n7xM>M zR?IoHm-dQsoPC@>S4U#+e@BoouU~J`w3zfHmu0Y8k4sWbbct(zyo?|8bdTl-_YKr( z%QiKbDZ1zS5{*;SJyr8UFec~G%P3Fk2Z?am5dQs>){pr3EX1^@Ox3Uk{na0Wnms!F zL@<9L%PYd>3^!C8bqFU)ZL4DHTznCCp*{7GaTPh_ee?ZU^;Y{D2kmRyMrP&O1MqMw zv|s2c0kNKNRd@SzIMK05Tj567N@T9peY!ryg2fTkc&@1eq875^geEMJ!TyL$wg5ft47{cbk=8)70p3gODT+`Rl=bJyby5ZG372~ZF+~BB24M4l9hO>Wa zv67m8Y4okKQ_-`wGIs^D#o%W3TM@Foh17jfqqjA9d-6y%tKv-pRG`(d`S3Ot*j;so zX6+sn{bsCu0Ll@v-Gq!7h1m=%B58p1J(8rrhYFJ6bQq=7X{mOc?(1y}r@MRW0f|L# zNbx2a4pqmWJBVXJ+l*tV*7~^O)F^)lUk7p_Y;yfxUao)#4WRYVC<;!d7>b(6O_JKk zpB3|BamJ@va&1Y$;`_uYv6MtIwr2(Br;T%CQ#WWc%YASugfSXhBDT#%OeXfKu`0aU zUBqyrLmshBX;6Cg^kW?zjV0`|R7`w9bs8@Yv0rF$5xhS_c_i^Rp+iPNC&gX7%LPsq|d=$u0 zD4#UGXLpUIG~yVzr_C>5U{9HDviB3JYYIR$LHZAQhNVoEqN8La7}9?{^kL^LH^03Z zQsAV#U|*4{gR4C96kIgtyyi4oV zmY2L{<>zsVwJ zH4lcP4hK=%E4jz95I%qUGNtW=IPjf-;aTo$H1XByL=)DdFWmCfdOw;7w%14+yBj$t z^I3moBC)_Pw{9i=K5m6b!-D2>*{jzg1`PuYx=FI)1LQkjOo<*;w0eoJmUHeBe#f~q z26;i&GVd}~NDY><_W~QwcL_dhk6_$BX*sxlCncNs_zM2aiQ<3vusY}b-QRiHnLP_T3$Wz0yD0UaA zl;OI}XVFBbaXu{_(~+(*^5OJkXw2kN@yQR;PYtJ=2$f7i5}3Je)r3Iu9>WN*r6t>#}@F_Z65a()Dg>#{NAP)%-w-3fbE5gh15j<~6S(1A8Ga zGFObZ0`o2&5aFG>n6ynb#(=x7XuAk{GNZmi{;G1xmVufE^Rg|D&LELS9ydL&+74ukuqwHv)5dx?Ii@n5D%s#zO zUs<*CPQ(#F7<*xBH_zfWuQGDU2*;cV9tKdN?Kn#+7}eV77N~M3FTOES!`AcD4+%(a zk~g8@dpLhL0)dDzm%E|j$nElc{V2N*1INV4@!pptx-o7Y>P*pwPZ6!DM2mcguTIz? zOQy|*8P6}=zjezik?`yl&DBBUW!)fot}C)lVc zNNri!L6~XID-rjq*a)>Uwo-O)!?*ur@Ipcs`9XiPjbiAH@lyuq%Qh(*9%1L8Kvt0} z%nlD?dG5(H2a?)0+NU6E>|+8Wm}X*(?xUHN8y*~GmrSBCb|D|;jmStgjNGY{lf5Sy z2i*gkKqSU*Cz&uajSq9NnD_(pD6d%8U%JkFXXD%oZHfvJ&qA`ebJ?mUxi-JLMv|33 z$Bcg?zZzhF)|_H#4Rm+aEuNu|ujaQskYWcUNoi<7IYOu5*lsy8F-p z7oeYjwn~LJVma|) z(dBglc2%QUY|WBp#$3YOQJs*G?T`Uaa*p`WZCA^FUCz?8<|H&I{?mS>$gThVmdRD6 zE$Qu@bYp=UXTAHhB7Dx7@=wraH;gNrf+(Y507O8$ze98h!%AR6C>7|L}1ok zxrO6@XG4N%iRK3QH@9~QP?8UDnK1+*v0sm65o2Kw-d$bn<8wpOjoSs|B>G4iGjGT+ zEPS-@L>7F_GN>kMlrun`Y0&nvyneDqw4(l59U6L&d%1b2MVFkS0?;m5N(dEq`r?xp zIEZ%aIesdPV$V7YYZtPeuY6miC3H+O655h~;`X*2tu4KXl;k-IwRLdDIgC!N&yE&ie7(+DC@I=(Isz^v(FijaIcNuRt}5IP6D_?bqg^-a+hUf;6>% z!C+m}X0n8H=5i*e5P>)n=Wn|#KK>~f*Ubj-zJ9TFB+WKZY;;XnG4&;st~wLv*zdU` zksquH?ip^v$ZPEkcgQH;C(DucLJo4nb@_a0qz!}F>isIs{DX1N&{jA~U$vn;Qu;wT z8i|BGc%*&P*{XrT`k5Sg0r6VCo+XQaxN7SNp{iUaz{ER<-0XdAu^&7zZgJ6pau|=e z6v|x@p3Mv5qw=C~Ze2j8T4&rqDli_t|B0jkCU!>>1XI%kgKQT1kcU^PEaJMNsDtSF zK??1`O6jN|O=|r;pB)QzjsX|hu z#MYGRQlE|24pZV!zZ?_P@<{R_-!Wjt@OjSN@+;-}zwIQEX> zp7q{bTfDPl`<3VK2lbL4X=wT93w)N3dM4Dyf^bm!a+&P=C@!-3qMyC=%bJIhutU~K zyDU0i44#aotJSX8(_acSgs2Mg-C5jOr(0I>!Uz%7MX=b=kR0QguDU&cnL2o0ynE_C z^Ek(cNDz_IlYZ=J7D^1+z|MfSLE#^NbhXBU6i4Jc#?f|f!DL;P!5Fl5(h7G-922)1 zVx<(#Hkx|hjdB*Y{eD5vbYVpo_v~{kq^Y`(JhP^434=gG@NCcP+uQ~8F3(*VTQ|fX ztS)Qcb$p@+LTUNn9|KB%XW`3tHDB;t94nh=@x!!(e!*Fii8Iz$Pu)nr|E9K5rjqtH zu+z{0ept<-_^Toj8zSX;B^9%L;*>j2TinN@@C64Zx^H8gbluRTqFQFn_l@UCnz8MV zUxjKozV0#BX~a3ZNK;S*wL^8;@od_ELHD}A(<4s-WhYu;MHG;K*dA-8zG+A7oXS;x ztMuhm`1{*QwbwqZtQ%GIG8u);HnT=!iBc^E{8_n(0wFUj1H7>#TGNd7Z4squU|^CH z+b=>h&C=zah4)@QBekw~mOa+O8K4D$@I#DfbZ$dfu|l_Lfl{5%A>W(fd$Or0BRd~H zw4a*y1C)ewgMBuCdEpxcV?);%-&i4J;HkGczbT{o+4V_$hXcZ_{9vj6jM{IcN`j{* z`B1CNCKLq2n+fe5G#uzH}2> z8;e9Jj233^caT5VWB9_Z$oZJ8Ms>W6wq0Ur4-*Wt zDGlW#4H8g))0yYnW6n;irLsWORH8WFASKMbms&;q(=(rT1KDb~XzXcJ-31N^K8**| ze;IT{wpWSvo&Shpo#KK+dcTKnW4rIP*e6&X4?TeztUW{e825p)X57wNvA za?x>K7cD&;omQt+g0q~@o9vku8JPu4Dx4jz;$Nh<`GWt~a5L z5_gQhkeFxOINI_Xm&og)X$N3aST%nca(cU1x!Nnkg+Q~M1|i1txS$};eQGf8IFYl( zXJog3)OC?ncR6O@Gk6&Hax!gj9F3zUXyvHA2duJhU|r`}ug}#O+;$MYIKqRS%K_oy z7~4@V+1bxoz!SD&5Wn9b)xw8a>Un5Yt-=3r3sXvW8lNsKwygZvu3uC&U;@`KXDm2);5O2IDUK!G9+%4_m^%4+u4rM$DckBZr5z7@Me)Q zjd(lgl1!Yp;znh{F1N#t&UQ`Fu?@<9Ky_o9Wj106=Z1aN*G!}1v2C`x7Eu53PTve! z{OHhaIzvyQmZg}Vm;;>#i|L-gl(%=T2eOZV6q*;aU};m~`sIxH9r>dCNqMq?Y5OyS zt!zO8b^lA0(G>lT)hl(mq19sWP+xgkjs-kH-Ll*XRUo_SQiW~gOdKosX7`VOiOS;v z4TT5563!R>xn-WgugdRqwDb9-+K=&e(GnTaS560I9X3Pm9zUwmNiXlL4*Qv`2 z6e(Ttz%G$BVz^-z(J&pFerUaK>CJhu_;j122C&aD@wqGRrEB!*Cm(Y^)VonP+Si*1 z8RzEd9_3IP^2$KFYjnUc9lcP06r+U9ZY_b#dP95uNh?h_x)z=$d^Fm~>8FX%^5kAg z6KHu3vaO#!j|{5BcE@Zfv>hPrlhRq{rnnVBVDQ>q(k3c|RVGU;RY1fzLE7rnvb?qV zHWE7qFG9bf-s6sD>*6Xyf z{aKdCc9772t@|TOjSn)n{SKF9qKNkdqe!JF8_0a3RVH=Ef04a;fq9@F$*%5=XiUo> zTozX8x?4qJ3kiRs$YHL3W}3bZQY@%{fwj$0GX8$Wn6o>UgN0-SIf&%Axl3nKr;14b zn7`CbEvA$rCGDu05REs6E~AIyASBAE`ON0#0ICMs3_!N={Rd_(2SQOQ3kHpb8bxBU z6{y)ou{>s69^UnI78*+_XI}U$TCI1585+N?Z^a}~F7^e(Y%`yKI!|UoxIpWqp1%~9 zGbka0^vhwVMSckx-;Bl(ZYPD`RWjW zQ7Ygtg?(rYlJjI>{4zQo_d|i0jN!loPPr8yA>cBY@Nxf{1_%f{(u&HnsH%5Zpw`#j zDoNB_W9$b0@DblP$+Pl*eEEco*(gk;MYHRUVu#QL?K7xT&n z8x7vFKRR3AQ)E7KoThKW`@C`aE?7P;oTDJrC4h`WwxWsmbSNUzp}WFdD;AvXTBKn( zad?XqYM!irEvWF<4K!Yn0maRv->lS7wUphrMY9Z?t?;}1l_KYG+l+Ieri~u@WP#D8 zS!9}PmI(L0!PT{kGs{G1Ev57OG*Fm8_IQev8MAF+@DTyzQh;!DZIi& zhsYbb*R56@rW#`7Em1ce$&A+%E zHAR@O`c_p?Ci5}frW>br%jS~J7IY!3K9CfDbxAs@mFmXbH%p45>k3F5B|ex-@sadf zIW@#nxRb#K+ZnpTri9MY6vl|CCDW&{c&r9EX)Hh5lE=aMN{=l!1^gQCqPmyr!^8>I zxl?mu)>lP_6nbj`*jv9)ZU9YB%1R+7hIeJzq!nm4jkOLU>VnHMq$o-jpn?>FZjNe)XsWiLmgc zGQ~!uy@D*63;Z zqxpxg@G+QkH9{hq4c+-?zvvlAM@Er<_O2Zx>DJGuJ+&Yw*}Exll~V~IHg&E547@u} zhY%u8$Z)3@SIMMw#u7EEfK;88=&f3_nRjI$K87<>e+`tmK!)^TVJ_9$EAcZd?bbq| zp#I@a`nk?d6aH4#KkK_mmB%T)e4q*nr5xDAVQ=Of}se0x(%M!K`++TKa`=dhw5dMYdsu_7UuDG@p58)RG%j(`1lv zN1YoTiuzS#UVb4VW<|K5q%6LFmK_JFEOm@PGB0ku3v|yi8VXtu5waS?;gKFf7vJ+F zOd2C%2wgplui_PwsQRRfON?GmotEr`#qcw7Deq@t1Xl-gmZ&Iqzu8ik@bL0g`5oeY z$bAsYMf;1*5vF*-4xNQ!&CRS29?{3v_y|7e%+uCVGQNQndOF0?T)rrO=yp+5hLJLn zAP-_nE4nl#eI07_kS@4vswh;0tbLrP83%{>sD0VIk%GuFg6^aSxtB(r$NZv1i;pe- ziW=u*j_vH~amahF%P>*)>^;!jTgXM-`Z(-^BonH+u$N7?@0a{Q`n>pzA#m#Uxg1@> z3%{;PdR-~)Z;-VM9Xt|$X2xe_0Cr`fHUyBhziEe9B>i)iF8@l0hwM-wMTGgKvc*Um3;q}YI6hmrCnq*WneJLcy=k6$mif3?ZuYmRV*wNcp@L5 zH^XL!yxrYLX26esxH9Uk+mSbfK5TQv6*rgf6x!vcKh^Uy>vrB>kgZ-D3&No(lHs5J zcw4rtb|qF4226_)Ko;>Q-16Fxz`B|kv$G`a?jp;*#TwkRkBD0 zSyj1}*!a1ueWhQsKyfn_Cl5l;+By9F>5ma}hgTG+07S8WTfZ}={Y#WUh>b_~Ub9h! z1n!h(hBA9BB?2PSuPILQ<2z8=jqNn_b!VQYm)AtxfCurJBU*&Ja8cotsm$~*bIjR%oLxaR%mf;hC7aOFIx(Wk+f`Eq)tcY|_@;WotrCpFeIYhb^s<4fHy9j)7Gs-;nzXY{ z?FZ%sCF{($?63EI7Om3WZ0`}c6o@pvYr0vc7!%D-2-PcWy54!wKEl>McW+2xM?l}H z%)q=6etLp}d$2x5jv$@puvfV9d-#D5tml9Xjn>+K`yto40Ol7)b$5rPeKkz0BmeK!D+NyzHBOUK?zjr= zdz1x#ZzwLC=N;07ASd|A#P`bIem6$yEjFh60=QBv%G z-+70S>gMf7K$4*Jl>62ZMMckMGtr--ca4y>4Z?O{*-Z6>;W6h)XYq$Xq0GHGzB4&h z>C@KdLo9MS>7U>HZ(3|UJ1XCWRlp*GEUUDCB4`S-t@pPwOc>MG;QAxis7<+z&z>(P zhdZHuVv#v|cSN8*BLq~>2Mz&4N`I-Fo3#%X@IQnam{n-QEw~OVQ~+456E2U9&SCUC zS)~mquMB2sFg~CG<%Tblm<=IihXERgO6?E;74X#{R!x0k0vU2hKl^mx(ILIcLg_6N}#Ce zELdlJ@u^`}^#&Es0MsZ(BrM<`tRHVKK6#Ey&5~ki%$rHDY<4;7WiW|{*hYMPP=KJw4pK6 zj4q5sbFeI%j*1dP?9TnQf>mfsR7yPx3PkzG5;Q!DkrshHdVZ`e7wh z`YaPmwo}^kM0ey1(PbGklK4@)PsumnkFVc?T^R@MOIfx601(&L_*#}CnaZDknb=_7q^DE_zn)Xk`MNd|d?)a!nQnPj?57?+XYQP> zsZ>sVyDjoLMN1__;48+K0PgcQFeKgXc1@B7(-0FCT-OP;0QHRdoI z-mEsz+IwVVaeZhVqOe(Q?^COtfBUZZKCv8@%d?8JuMXs<&2jm8sp8Flbp$qqVR!jw z^HRGb;< z8csNtMfk=*yga}iU2VppMn%GB9`HO2`(?2d7V%|>(4<#bt!0%_kQxip*QE39YyG;E zAMSfLe05qT70# zfeb;pQBVPG5Ssxa^?796PRkG#>$oUR)N;KkSrIE|IdV?cW<;eO8bkGP>fpLYBhB0lhN50C3&($?4wf;V*{Uzf3VQ1&=b0UqzS|;^EJS8)zY>T z{zysaup?|I;1nzpwI=iP3YN#{3O4p;VTXM{6ZF^PNUe+SC+IX$Dl4?*+2doBplZ*p zM6MKB1`e)kL3OjraKlBg*+VO)r>t}5$XjUTl~;OaoiJ6we%!qIWasV~E%ptdV7>+e zi&GJcG`RQ_dvZm8s|v%_W%W~kYa=F%KJXWn@!Qgg31|QBk8kCA)8Krrr#>5&s(u|2 z6F#EO{p8U#nF4Yx(&y&#<%kn+MV*rimnVZNxQxv#s)o5 zSN@PpXZy{32YkJYkjfrS{mKBAv-2o&cr| zdAc@`8cig6ewT}gPeAx9>$N4F!QQ-3#(v=aXcBpU!%K&2AAW7%YRF8{{Q0Z3gCpl* zM8Czh)dT0%(#r@b!1^l`XzodwTos=DRijji`)iBY!f1&gmaA#iws-sY`(SO`Ll(;J zvE_Z@TjGqpkgQzC#YIe`lTT%Dc{CJ16M7hv(;L8C`bJnhSE-1R>3z?uK)y1{6RU4j zy;*vHloe|_Y-TR5Ft1F%vm)M+#{F(ybU~E9!6kk{E7w?x_2oM@t_QiDxXNhTan4r? zjOsfKe>`)^Rai*M-UGw?7bJL(h00(_!fyFlc$W$hsmz*9X$mvPX@xW1oG&UNF7FYj z7x{k9Fi*y>iupWf>-+?E(8AHp*;Vj)pC}A}*wUhFy@=edi}0l}&+S;s2474+nkmC4 z04d7T8IlA?Ig(e(xwwtC7CHwfu%O4s5RP%{@pYv9cGYFSK+R*#egCio5i9k>H(A1X zkcsyUtH<%zfyDTdUd0yfZSnFC=I8P$-M@6a)8}}h=QHFl;sz}Cd@hK!KZ9#?J#u19Z&B$ z>s0yTT0Sa4KTj&}o;mc_3r!s4B~rbF$|=NnB@#g@ztyUm4joiPhOc*v>N6Tc34spX zHtZlk$~*E1Ileo_WMupJSeI-xbai}xmU{MuFLj>DFi@BK;GyP&cPt5k3XI~ZO8949 zIbRj~@Hk8OE10bw64&NH0<)q7yt6zNcM`wFP2^$-h7}j8(Mp6o*G?N~(hF0?Y%d1e zBo3B*-<~u+ZhIQCX3hs@k7@N>w8NZO8^pW(B|gN*)E`#}6NrMW3~`3EkGlqc_2MS5 zWlMLkwilPeeKMo@QdNDv@8zV-=VXf@4`QAm=geSN_tY8CqflqR0g{AEd~j4Zp-n&A zOlT$n{M1MV7@AT?rbCz}mB=~-det6T512i#_w_57l)8L zR|yWXV`Q=&uzT?*q1Q}NVq?G4-;8P-e_F~x)%^2oe1li7)`gr zdwmF&k`9ck^N!1j)1;MA2p{iVW%iig)`1|q(}BZH#G%SMU~icc;?G@wptIq|n$IQp zbTQ8wRp#Bzi&hKDgtV&~6(Lnv(O{;=_|&rdS?!_i zp{+@gk%uibMxg|(0G+nGb-j9L{ami1?idtH>$=7L#xeQNPojcSVS zpzj4?Kb5}uYOung8=eOBqK%5k9)LBVyIV2h|R+y(!(mNGQ3QJ7}Jmd$fpJU{oX{11i=o2JPlN>c8v#pxv;^l zoSRsR*aFa2+_LiN4z6?}vKI5^81L0)%Wea75egvf(nkF>zQ_Tu@r${}@4 zV|oYVN280D13~r_G_5f@e1WCfXnz?GSg{`XI*k+g%OBk2(H#OK7fR4!1FFiM7pH}3Rn&X{6`%&OHg;jo_~%L&enhCZ;Ab-^>oYWsgm z#sho2=g}Itd7(6DK>3&huUaOut~;AJWXj=x={#Z6N)KT52~y0tB6IUGLs~edZNK7d z_*c*il;4OF*mRf~mPBQe^J^alHu|Nn>Pnl2Z@7Jmcr*x zNegx7JP{ja7o}{a)n1CWIXdHOa*Zs1uS}sY$&)%#j1wWq&uHa2q(|3H0CXmR$+}wb zEG=tbv=SIx4V0i#Zm{xOX$=PB?3^Xf@3$_|R$qC|0JXgRYDi%$NZ*m|6Hfl=I?=6_ zzBV#&V zf2H8VYvFE{<+j!iv`Z$X=?&oo)@8E(HM(=3NRq65w>|x zCb?Cs;w@a)2?ZlH zWzX+!k%y&UpsNE+pP9x_agO5);-?DKSz5G2mGR=iLSwC(wGQO~SJEd31Bcg)U95kg zz5`11-}sp0ohv6X(HZRsWPB87*BRN{MAEgqU{xQlx~=c1)SGI)l}>HmWWumyW#~* z|Mm*bI&9tft6?}wLPe62yhhJk_Irx{z@3ZWfV=~p z#OLpE)HHU0?~2{0Fy@`7(uL&vc8-YFf4QPcaLg<0o1{_`i3ivO4N#jHAhPJP1h8u9 zyD_>kkC^3X7{AA8Bw*Rx-A#im=aQBWk;>HOtN7ClEV)qulYwwMPEXAuF47WG zjtheBiHpa7LXNtga9{(8=^dzjY3+~9P}h}5|8t#tBX?yPtIH^>cd^?XO4JTd*eY-!4+?eZ5)o%&X6dOufpEJz-a-A-OA`N4Ryo zLT?#)+Y|zC`+VEOq-$D}09INUs(nMR>S}G`>t70gNslq6U-2*3JjI)CxHjl6m-5;= zOaTAHVUB2QpSw`C z+guWV;+k3nwX#aka@kaG9~bmDX4b2%hF-avOobo=PY7q{KbO>DGN>0H23|siWOAb( zH-dI?pDAgHY*>VXH%nF^2^Zw>Q+C(dl9$wS2wD8`MAS24gP`&X&Uot>{>J%LF`2JY zZ-5%gu|bSZwr=OF#PoN_?4|s-@vM(wsBSPhEcZU&@3(0J+&BL$qr2C8gbwRzKwRzP2|AU>X==BrR@ZLA41VhdK}L^{<-JM8J`n9Pu>>Fo^zt z$+PhLRq9{S6j|+I)*3nP>Y9<+sg^!ktUd0(8lX=AU#|UTJ#)knS;-UX%s1`Ml8A2y zc>p)LA`|<&WCQ(WSFBH>&i_|PJQ`C;%fn-Tw06>jklAE(C=W|%4pZh;uQW*DFSA{q-pQ)ZaZIM! zZ`R^7PI^nK>|Qyx{J97W$bdZjHuAZ#FX<0cJj6p1LngE*Yeu-CKbYed9$h?c=J$N` zs_NotP(T)it3v*w)2gvPQ1OAi$0e@}_Y${a%uhCglrUf`+|l>wY!M-U;v-ycE5V+Y z>b-l^!-dagc~#sTt4~b(aCzP_f3g#z(5rfn;j<*(Z779nY9I-tqKVcq!QO=V==OKVF$DqinxF|K3W{I&cOGAw@sszyU}) zvwkj&u9Vu5o+v`#tX-Xd2Y6GOE8NC{9m`If6Lbn0gKK=2`9D54qiM@Xv%En!S7lW-%k*24_rwL|7ca5p*4YYH^VQYt<|T+hs_zb2bC^ z+eaf--zHbzG8LX$i;B;WXPW`FG7K+N#A2F-9~< z;m?aim)wpO9f&LwIaSs-{FsmBou#}st<{JK-(fmLZ~mz->ViD$Io^ig0_`q)?GoP7 zxhmhwKB)A6ZmKx)mEhQ!SlvCzEyQsE_IVisZ4~D+2;_}@&uK6 zyjnVn<9HP5H*XX_%!!f1^B-uVG3h)C?;P?26s^r{Kf2`TWrclU`cMAY<$@+^uyhi< zIGmgk7zy-W0#&Z--P!MNvsNIm!xcl$I6iA(a&5(f7JlhLVpz%}_OX9@U{Cqxe znn|%Vc*IyJd2)+r4M%fBiBKzk^S!_`9Z~&PzMhXjD#AQ1wxwy#MI>xnyJDSB(E6Do zWO4?vw>`&nHru`@*V?5NlhW zp2Rz)@b}ql6D7r>dCz70UQ{OI%po06Bx5It1G4-BwJPY4BNGra_AY`E z!RjL7ykDfBigSUO9UdD?O9=M@Z){V4k)B>3hP5Jf1t^rmF{a699J=Tit?Xfo-H?U1 z#6n2fF@(n)p{9E@+nI6vx8*Ri|0U+lP@W*~-hg@8MhByD28-Pu_)KM|U2VaahP4b7N!so}t$k~%R^p=W1@1YM$=j%55U|>4UW;8w3mlvA3)Zqyy z0a`Fu(J<}(U2F3c3~gj&gufIj76$As%B)UQcLA>BDnlF_BP_pK2GzHJms@ZbgE^)` zwl{zENf5V_v81CD*I+qI8{T@mVeTw5i`LDw)+)kED0|-4QShtBqt||9*eWL*d6W{7 zaw0OqY^QEmVECVA$6^Sr%_nSDXw-+yEpDEd`|>{j5`Wri)Z2Q`xo_t$7_cYCh5 zzD^Ri=P>Nt8bqSHY=Xv%!~CX7s|d94u3H1ueH?H4@acy=1I!KVyN zbd^Q*6#t*mf2AuE74@< zyQ!b%7ZUs8ma7$i-qKr*s*JVzxT zxmC^#1KY?Va%>n{U znP;eLh1NtV3FEDDrlmNugDO=QRQD|@VpF|xC}@? zDbj@9lSue~T%_UeIaVrmBL0S0LAEPbgo3;1TJ$i!8ZR_YU-%lu6YA_?Hmf3gSA_S!5}hZc{aT0)acoU3dkK$dP(`+*!V>86`AS<1LrtB?DJ(t z6jz#7&E8Bd(ChiTi-CFFrDn}Isl=`tlU-KX>hu_YPArX9bW95!TAoM<=?9O`o~yr6 zkB2&fhme`)*W5nLSlB?7NVOvVP1ohiPFRJ2W8&j99{a&c zt>)tB)+#Kj@NeVXP>KJsV}J>{I-E2XhQz5U@79k%5R(_S;a#co=P0Yxgm8Laal5=YR-_;YJ^`*PXYAd_0IF+ zVnE(;DkbU+7AuH7s!TstKT&Vr^H|CFYPT_zj8x4r%1+3W;;z8)YQUDx-`k|#wa5Kc z_{W|E*Fi=jCp>gcd04%JTp4ctwrBb>D}zrI@{o>(!2zb z3!15KqGO9`IuUh~HdyuTQrFoJ?I3qDJ;1P?q^3uUh-+j> z1kiJ%kL1O`xr;tri2@*DAMIK`xS-*!C{!W*IGqd5(6p&l0{tTb)lyMnwsbLRSY;u9 z55ZGb6XluU_&Y3(KcsD{fTwCs%M~JcLuaGJCgOhdcrz-NC{nFq3UjSqo2eM_GdcC} z?sEt=VKiAdrrN;pzj2k!D6)rScjTfxQ~>vp;pWTe&Q+*tJ0<^$9~wwc$is>i+(pe9 zb8uP~&B9Exlm6wpM-(-{6hTkCh0MkSKi1T{d{fcCs5j8iQg*oFh1|Tqf4cxo2r;l}l7yOA=TX-|4rTFG*Ul3RnP1t~qY=!@*!Og?G|oqIWwc zlBNmqu5MD!*=mUq(=nM9C3ymZ5{D>q>NOgAqSU#jl0+jO=)`t@jb62Kp`TkRb8sY1 zUX zG`+?2*3^r4UKg8S>}hUwTjZxBpJUTHn>^}*5B;uhpDxun+MI#uH;W%YTj2H;E5`;H zHa>?^G}W^!sNb(`=4=r#n*iN}tOn*SIjeo3I<;o(3K$tV{ePSBc~_|33O1`3kS z$Mf;BZ(1f*z%HS?LeA9^qj^}Ou03jcReKpgJ;I_E5uehfH9zqxQ24|{yENV?4%>VNje^HGn;7O$Pc2^@ z=e2dud-chE)<}L+17GJp`r6R_0}_D$kr+3`Dq`d0&X%Jnq~cosb6C?3oJI+KXW4)$ zs3=pF%KWX{o5B!(#)*>{$bXPR&4Kei0_cXD;R)Mmj?k+2b&RH8ePE->Y`DeVqSMGZ ziQNg1EHR?!P7)vN*E=nS+B7UTkNiz`u97W}_)~yZr>zIzS;q`W@l|Pb@YG||n}xcu z9Abv%V#riBk=$?)P+SkX;?Oi}b$+`!Zg#wcR9FamB*`j&k*bB)z*!I~yp3X&-7G`B z2hiJ?ns3|qTkH-lAuXEV%GbP~O9)RImDlhj4t1)P^POpvt`y_Lh57u?n5n+{+n7%F zpGvA~`xl>0qOOj@{oe16sox*>R@In|-T)!6^paR;s1rOO=Rp6eV%qo2B2$g*v2;HG+3`{OU@ve_i6ELxLh4Lxi zRbo&Zny{(UbQFKjKniQtyN$j(_6MgK17K_;mc*-Ge%n>Q4l2QxONgjwo^fL`4nI(M za}mMDX`E@&jK zJLykbyI)7qwgl0fY)>Tr2UjWQ1EBRnA*V0mhF0C9wf1z>hFomxcrNDuot>MRv?VhkIp6S?W@ag_Y0f1$+nh$qoQRFNm1df@~-@leSV8Fn$qLzF<*E#9fP^n#T1w8u-!Vg8DyZQC2RBE9(v&g%YsvX z;nqpZe!$VND#wGUjNbWD`tbVExmhmZo4_YWB<-D(x2aAE$&zty4{4BxjvwNvld%YC z{^`dAYw&FYye;-Q=Fik7P=>iCA8Aus=#&Fv(9VuliKyjcyBbJuA+^j}&T^j=v{9t+ zkE~65-2U1|+`jdhgDXT$<>Tk`gUI-U z)=gtViGf#ml(Qd88ODFH!RCBr_UtBCH)~4CZb`O5*d-rVeh{FT3cNdFt9D<1O8G`f zvwvtqiKYSS1L3_676nZxMiqE>itQ{aKkYecDef9G99(# z)jHx`Kdp8aqU2*X^qy>%YxjwUw)(Xfnf8L04&BWUc*WgjX- z7}Y#9sB(e-_b?2CgCpgCc5BTMB+bAUdqJ?Q!JeC@q9>ZZ6hG||R^u?QTnPu%`%Y3E zc^jCX%d_H3rhbGnXg_}Ix1BLn$OgzwnbfL@rR^du_Iqs#gbk3&#>DA;ajP%a_k3}f zNVPcD2ehgvpG+pm0$T_0s3YPIJ+#XR3SH>cOBdG1F>jrf5ddp{XHQcUn=yQb*W4FgX7*Ox%$Ku>QNw`(VP-UX zH7e)OqI>DqTTyO*q9bh>{u^#-(`_%ZaB>I*6V{&KJ0fu5bnCa;x!2RE25UmO@6oN$ zg5(8z=vFMvC$xKx)=o?Vpj~2jX%>$I@wxo=8~;1|E+BIdi-Tr<1UPIlBsgjY$LBdX ze7~Jdq6pR~169dhgSTGLM#`J>V<6JgGJ*Nl#m5Qeknv{Fe0joPKMP(=ZZ7@n`P! zGS`mf{qUcE-%J}F9O!W+8CRK9^~#9a_k`EH!YWhsZN&c9&nY`9hbw~6tH|->b|B%& zRRDQFhQH;s_HHt&No1=sCzEXB)E8jL&wxY=7IDTZ!kWJgn0mKLa0LHgp2tP}7efX( zpL||{D4!SYwu94a6F*k}0q*at)r`Hw8q7P`j+26eeM@poe`JiV+;X}(x~7}8GU%|b zJQk-r`CLjmi8A+8(tkK*3iTg%i{1wm{M4KhrR+*L=JdIV9+*3xque)jLwZ)WoB660 zmMo*9X2#q!{(nCR*1C(H232#er2FE)Zqfoq9opcW;;aR9%)st_p<_l%*cIBcjx!zY z-w%0k8rQtWD;h%RDH*)!g8w-jY%DC36-M0h;hF6UWo~41baG{3Z3<;>WN%_>3NtY? zmtoEb6t`q$2}T<-CJGN zJ;$fxlYh?Hl%&dPjH2d_ra&o22RBAmCKf(`xPmG#fQ5yfiG_s?fs#_)+RYC5j}(DY z6X@bokt3xJJ69<5T ziJKMB9+c6{#15e5Xl4y`^Zr)|8UZUeHzz)3W=~H~CKG#CCPx=bAzB82r?s1Z6+ji} z3Uu)RngjkS7occj5B$3@CIm`=x|Ox-KVmgU3pY;_7a#y6u(LJ;I=F%y+#Sq;E&xz& zfSQavK*EQd%wS~2Vxy4^4 zn7cbMYdBaty8~q;{$l|WA^etE0^Io*1yCc z{{FsBj!pmzPzgYPYYQOg2f^3X!~+O$b8!dy`~Io;H$q@#1(;i#xdBXpmevjkzoUc1 zK#PAcX!0)BUI0B7(BiQISpNF__sRgYTjq`qcHY0u{~j*0q^^dzyf*#c1^-tiCg$h` z@MUD@1u(L4vH)0F*tr0I+@K5pe@9U^vHlMWmfyZI4i=68-haq~y7WJUJ^nL&n*SUO zTEM?!DLR5S76_pEz2N#RoGfObFV_F(HUHb?|8Kkhit>M1@c+$6%H7WHZ!OJV>i>_{ z#NOJ@`#*ZnzPh`Cc3;5}bOIdyx2YEJpW~_kG`DuQ|KC~}Hxtl*84z`_wEJ%ptzD(8 zy@2M*)^282|E$VCa*e+Zn4Pr)P}$Md`mY-bfRUAj<$viwr^?J0bklGJ?c?7nAn4Hi zJEf$9nWOn%r;Ck~3t-~nV&aVe8ZiiQ0(@CP$Iu+;_4ft?n3)_L-9Rn?P{YKmXX7S&M2f!@x8}Wjc?Z1ed1;8xz8?geI-~UEz0A}gm zh#kNz^BZvhm}P$>5Er@M2*gGHHv(}{_>DkZ6n`TS7p4Cq9uODh-w2dl^)~`#SNn}X z+0}m|PNB$qMN3 zhXqLX2O}0xtu}u^(BN$UfS?R^e?U;9?SDg7P!oSg<^;JqfX?n8dQev#f0F?@JN`=z zD$nV+8WhY4^fY$(*UULs|0DhP#5q8$oj|ux$3JF&_*e6sfA0h+xU;*X8_?X;?q3nv zIesht9hCL2asAP3R#2y0f0y?c0($(>N=}fuE9gn}Us9k3xZ3?|9aup;e(( zJE@s}y9=nlZht@NKfD_g)SCm8)YB3wtX2 zHC%FtFO@TlaT>Au!DVxl1*SRkxMVPHj6`sB7#CisbGLW17J>fmY1vzEP1sGl#t{hGo-IEqA?wR zvSrm+tHwCA^wxQdEq`a-%})h{Q4ZX)}t!bgN^x1ri;8w-8%z zztiltut_Ie;hkyt1(@e1O|C=Ejq)5{*XHX&VlT)mmi0UzFFsBDBqN7yv;Ay=r}cvK zDuaK*Wa}Y5I;Lf`&RG{%X1S`Rdz-F*b*JQMJ&YCdcjgjkFF-LKq3p(Z`FU zWaf{(sngL(Uy8UP-BZ-qe%*Mqtxp7>AO%G3d%N9@%9)dm>{*cN=1hhQGyQBH94t8- zyH&SuDinLQ+n2t{&L5T3&{L*lroSBLow$FV;@z%I^`AJDc;kmL%SU+nNhK4{MD+=mI zMSLcl4`m+IJieTw>`St7-{;~P{{=0suZ4a2xT0`z$^>X!ibt_oWYOGz#%=9u$?o%t z2t{gV+9FqU*0X&KZ(cI1*>pPuDC4D(B{XO%~rGE6>5-5%A#(tHodsmE=+Lm@|L?Wzb1TgUpc+8I{4 zBt|nWLr4WH(u1D2zcapnOX45Jxc!OGch6fCjN+?3-vd-g6!nOI>1-LMjiLU}Uwz+% zc3fW%fN4XP{o6j!qzr3K>&z+c7cGR0;JnT5{z)ak#3mVU=t-y9W>*TLc=H3Ip+!X% z=BZiUF9L*lC^N?A-N;79VHx)PD;(}0P0Vniyj-eCJJ;dl#gN2*yV^gxlc9V-$CZ=# z8Ly1ym^R&R_UI#Et8UjBCybZ9Z9w|Gp0T(p)Y7`K^EOBvx6~YF8J1Es8*U>gM95kf zm?C4(`$TH|tV>m(QGotVO($Dr)DeijH&hS5*m;P=^1f6E@LHE8%y+_cxnBf0QZyeZ zFi3mX`Jj=+S@XGnQt+&pZw6|fv4UWI&WD(U3pFtZ7s_%CgGyzmR#!%^NkA*rSh$&@ zx6m;F)1Gu!xgUJu_*6nL^m-x=CEep~ZIEn#_x49$_X>7v-B@`r$2-MCcU|3P;T%+X zRVS6xtM($Rhw5O05gY!!W3w9rAkA9ScsSl(HT*LKn&~=!Ubsmc9KFO?rNZm7AwSiM zgS(~XR{46-1Eip99$if_mwtU<;ZN|;np{GdYm4X2jI{RrZu{Xa994Z!Sr7P0Rj0e! z%RQQah;x7~A7VjdoCfMoQ$R~?{SUs4@$IC7bW^7-$z}ReEEe=Ca8WaJ?Kkk8&sp-A z7DjS6a?PiIXG^c~vP|H1adG}Fz1_SIdaM&v7HUZykmPMnH*Z*;2OuIVWh$9$&D zrwt+ioea?txhE)0UyJhP&45qb)w3k`@Q-lYLfN$46*NoWV@SAID*fn@K$+@TA|;U+t^HciA$+}=_}GAYiIQ! z%%Mt8*2EF<7vo9MDl04eHtd!U&1(T?Y54+kzp(@Bx(L56M`TZwfavd~cRNVRq$_T@ zE}Hka`h{fd7V<`b*JF}cf@a#>ig%KMIL1+bZkl5%NVroQXoxizn1D^(Cwbl_6qV8p zV{ff8i#sZmEB~uJJB#?`6d`K(x*W=n<_I#KO=ydNlrAnfn1C8Tn({EZKrt8z2W5eq z5Mr*-NeCVJO3MYalNGjO7z|O-SALm~zE-IBwd9%}vUfZ!?e;65M*QdmYO@G0WK8X1%|ONLsKA)X7g0rK|aZ5DZ`3K zV`py|2`T;Dg04a74b3T;w!;VO9?F`~lro*cYehi`?^bqWc^r3`Xm%cdu(7VK;C#c;@|Q z&VK%a`g~v9;avRHT_rkiCU)6{*+zcyvOShjw05IPSR`yB(|O{y_Cd3wpXSJahrB1|ILIC483&LSYU}BfnF|v)cT%HY>eA4 zp8?V+;}bz%eQ*-X<1{0aLaf8GN1{9fTn@$p`B2*An3{sWDc1cwcB$f{Lgnr3n8}xp z=S8`LAE*$)k5HSX*D500kj=k;gdZ_Hlv(tpgE!h8umcLtSZ?zI>N%+QXV$ykf9-KT4Bx3LgiEF zpsgIAs%-_oUxWw+xT-yW2jEL!mQ*u`lFPQN#VYiBWz+XlZ4*|Ss|PU^BwFPR#M>78 z;3KVj_O;UIBTS?spzy+a;&Wy=wfzwC3sF>SrP8eU^(xRxEDnCcR9aq0ocZ%hduDLp zNwa3c^LlBuz2{8X`%sp5-CWqJI@w4^(p0>bQDLx!LXXR=W7fof!&)`zy)wcB>0$j1 zL#1p45k09FI{e>Ym#mY@)EN555|dRB1h{RQGrrb#md!<+BbLiM*5c zHTDWVKuhqtu0=4ithdzfmuYc}IwQ%di;s!qwC|(L0}|f*v7B}hLNN!jt6Teco| z(=%x7>4fz99^UgFHrAeXn=zSkOF}P)L-<#HufkHhqLD0~AD0c7k_bdmH4XQIH#T($ zY@)k}tW9lzZ+VY?OqA{@Mq8hU6^X+AjxSmSt@)6BDV z`iFE_MJ)w19v4%_td2C^{BL$#zBWS|GAh{8M^CJSneH?=1=y`7dU7(Mbk^~jps9Dj zC5SB07Ju#~#>glAj%H*|%?m$Y&y8z>tRKkzi(HU@PcrJ9=L2a~-7ld*=T_-Zch~C0 zKx%gWp25?PiAkfms{4v=G!7qy5Kze~QIJLu@Rd-1eKW=oO^XT*X=LEiznKGt5>)pv1ZA!B-P;)h{+tn&O*B}q$hjaS=8dHlSuV^5l+PV zG}kWgHS1)cMw+bH$3x3%P+3!rLYHw19uPjvcg}|045>u9ntHS$xDiB7_qO*@2zj3g z9y9*%JBa=w(MhrF_iX>h ziNHd8m*UXxA+54Ubh7u|jmjUNDE_haDNH?{o|+--v60h|+`=vsV}(=Xk;T82=6 zP2Vka&)7jEQ)w=g07&~)N{?bMed@2Vg-B^Ly!5h*Hr6?*cDmk(^vOj~Ov)@jLcUO7 za86KI!G=!qFOb*=X?Ru8`epR*sg^ofz|-kSjiyRtVs^Qr;4_9IkkEx3eD4=zNTJ|> z_Bq}|u?;h|y&&`uj+9lG^kLc5HnLQIBim44@09#LmppEvXE$#&wAg|a)JJWxzxeuMNk#gH`POQYTPWD_|ka-g|izf=u zPwlU`Kn)z~^UQo3Kk~lyQ6yte4oxheH_lE0?#c1KXYoTC&BXS0Zo^Uy z?kxv|xqwy&ly#$%A#?=i3((4c`5DCvhq2WY>C0Hnn#s+@jS!5>O2jYB%9U~wldLPc zNE9qpEPC_9E(Xuk{J|fZW%l`v2?6cbqSJ44w5Jb#GP~Z{C4nuO1R^*Hg&%*3QpRPn zIM@K;J~Ru&vr7;dpjM&~#0V0}UCdSL`qPS8?~!}on?cD^9oufZFZ^_W4Scg)(t=*c zm((LsCBpH9#NeN!Eyj6Lm(tk`o(Sz`ac4lpk&lE`Pv01gKZ(C5>Ls<~a)O+sdHAR* zOT`g2Q?@tp!AFATo(HIP`|&7M@~aXc4d%3!##CC7_w;8mh78!mO&pu^utGvES)?qs z(>=jv14g^`SVE8dq8IOfF)IzCO_;Bjp|S|v?c({|jP|;v8Xe)Ow07FPX%CPpx&j@l z-xs{fVQ_XdXRakV?O+v)ijgt+mr(_@a)G+1PcKKP%3sZ= z`mFZRWFrVWLJ|Phd#E_FLn|UWj7=5W97Yog4Dq*L$q4gE5E!*ZuNOsTtk|sfQt$b@Lz5he6!t+@+ zf2f93?bPXJQ^it$8<&||AI){wC~;Qdxt5$3lJ>t{z3NHirS ztU!^r(2*CN4tRAAJy^hDIbCJ4$c$%mxHWTRh^e+*=d5uVCXe`f=XVrlU&F$=0Xw=k z<0yOM)F&N#Dc;!P=v{XoG?U38*fGaNrr_fipKGuxDobl1pPUWj5*SM-o__*PEH=G=6Gh7OQfj^?HIe5g5C_UZJFh8S zhA0V2R32a$dz(nt6Ot9?$aIvZ|D<-deTTod43(fG<9_0etL<7PjEP7*#+pmi)pQ|DY7Xa)KDJM8#4XV@XfYF$QX#SEzAOspEQ7M?flED}a1k@TeV$p|fQRsc-K zR7m_1sCO3MDl%1OKp8?*Iut}eF2@~1k~8=7>2OHZCNbNVO*BhrkBTtVuzvjzPt|8y z&;mW`D2?{P(nfSWncC}vshG04K+R5x;Y>WkEGcSlfyexw{Su-qX<{9nKy@9nT0O*n zP!EKl!Wgf=Hj&<{D*N`6C>yo&ypq z+;_1>ek2$datA`3Gcin@G;-Td?`DPQVIxB6IoiDEMati8K5zPFPq~Hv zLd0nNf*zY1m6CWlo=93!#^_gZtE#Dg;KBuOPJwO{cmLV58i=3wtt#%6hLXvc>Fx^I ztt%P982550Ff#Y>t}(%ZbfkfI3RKP63L?D14`r&An! zK(Ph$GKpTXrZAK#SS=HVeh5c@gbKAI zI#IuG+Mp}PRBN+yA16YQb53*Tk!H4*yW z+=&Vrlwi>=SmGhpkFgxBCIU!o9$(@_dvT4W7XB6$w>N^F9KGsj-OWl2ben<9Mn4@$ z6%LZ2eQ|+zy1>b$GaSd=y(fu(V4iz;Vn$ABYN6KMiRyI2o>z$LyL41D81BB6y+Rrn z@?5+3)y!xslLV1cQ7LDM)KaSoF=pWIvy}9xozqbBI5TYaY(3APYmc5Ay>S zSsJ+#w`D}K(N$l1V-|*?bH6MF%8#qN6e0KQR#X?=d)kf=ea1I-R5y4ewg_ zk$o46F*^9O9} zJ* zf6K(r-0dwMC2&&HGg}MUk<0`3PjG2v1>!CR+COf}UR@W`ESkgfx>uZ;oG~=2w9@CO zE?gB{HPher>m~N-h%47Lm^K;7bi6jD#ka_$k*^c5AoYlCzbw`U3AMG!J~Fin#!UE_ zbLh%5I~~Y>hYS}vK=Y)4(`N}VnS9tSymdIw`^x_X8<$#v41-pr0}$xLXSY%%hHb8K zAA&E@<0Iv|CYyfPdXay?4z|DC!T7a8CH<;Dx5EH^{D`II9h6l|=Za7r+;x<-Wx*BD zw-2p!M~&I6Tf^!5l5fr!qyq)K?+6{~FFuB%+cT|yLvVJrW$U(W)$MOf-G$`JLz!d3 zTn(?m=>c-vMI_Ur!sh-TH9YS39a)>$BQ#W-TOU6K{yI^Yw&#>XzB|uBo{dQ{%I?-r zvz~z@N2e|<+YIS;%1Ik4ZBFo9+b$hjikH$lqh}h(^taM zM_>bgO%qv*8lpq>EZL_?+|t~AuZ+&phWl#od;YUg2jtH*=|r>=^Fh#dxIkJNo%bb1 zMKeJ>HINFC5kEh~6jWTjZ~xWTS-fc`@ZI>KG42Z;HW{a`nnQ?+=|?3~<{m1|hc_}P z(&wPX+w!gm*IwW73*UmSI$l8v>gTwTj6LpusSManpGzpkMCXVm2>VWW<)GjmyJ2_~ zuoF64#?NEpuptBc0zNI4`qHm2bspcQ^!ou4xr_Vp)xCM!R$`LoZ!KzkY*lIqu(P~lL z0SM@9%X8YlF-{7+y#GL;LhZdx3S%oZAFg7EmR3iBvWA=gqh`Pq1r=pA%Qs$eg997(ZH)>wfEBuG=rbn@aK8`ckgDvG~*{3qw=AA}@ zOV>jFiwa9{5a)UkNpWfw$#nF~z}ky-fnvONM$XLY!gST34?>E-PnCoiz6D7P{v7aQ znOxm5@Nh2u5CucE<5OfSquZl=NY>-153^zZs}$4o6ND5@&mR7Yi65VMw#Qz7s~ml- zxhOCXqih00!dX@Y+;-hqYd z;jLV0KIQq0s`z8xMWBr&Rq%dE-(Au9(e(;@V=2|UNj@ztBEN%tL@GRa)qF)6ZP^4L zm@k{E&z%WWJc4JVpYR5MRZf6i26+Y-!4WdH&K&%{ETq zv}&+ZXxUfXAy>Co%tf@(5-}4ET|9yd#f6~D z{*>6zT!tE6ehC!MHn~ePZb`)^+HgtctD8ep$rw^_!Xg9Jj5x+L7-cuRqIv=dhwx9^ zNt3UX^n0&xh;`OO@4sDt%R}dhd92SgZ{xlaiJ`a$jr-c_kIRA;M@(kS1ew9IT3SMc z#Qq?&;pEvtH+aIe1E7M7Tvo|6Zks_Lr?{ zt$+w4QzYCKbY`KL%oOyE4^H$72AegRQts@Fq^kuF&sAU<=SWI_ujRnB<`>tqXJRK> zbFUwt46ZZ91|*Vyu5u~`vs#jsR^j>0rbr`*UX zjA}DZ_BA{}?n6RvDrP;<&`*md5mywxQh>z$vJM%GEWfdL>+mBs;nAA0mAsRSyC#B_ z{Pn&=L>iqJnb;|R<1t9|C3InN}N~b|K~)@zfyFK!9P0 z{qEwA{Ji?Fon)a-|lf69uZl;A;lyiOkJX~~p@T3q?+nizCsVI1^)rL#eG8}S2$zjb z2Ys1$9~Jy*wh~?(A9955mRn|SEQM8dXQ z&D&dX`-XY%JTK@!hN`6^Y=wn;_9`($+S881gRgO6c3@!(ED|ZF)~OH40fMPgr%~-I_N}#l z+=&+Scax`L1CWJYH0ON+@&2Rn@ARMO8|;^H(wk&--(FU&JT?(aCPXTn1N^`%W$zl! zc~A7a*{9`a!25MNw^obn`WpDt81RjtwdHj`?*SYS&idCmRcU|i>+Un}^)zVgqe8)} zD@5A43hZHT&$&-!iP>gY2We<_Jf`)3LQXZ=&rm&iS@FKYIc|xoK%2j2enxan_pGPz zR-LT$VmQ)Zh)3RHo~ilCaMH4h%Lwkz`j!^&ZH^+&d4yB(6~5jowt+DEF8Hjng~=%U zI~XKl=ZW%4in?*EdAV9%_%Jir{?c>K6DMUS6;wCphYX&@D#2c%&R9w{8Jb9crEZRE zLh@S0Bh=AO^a6)i_VR)_I%zC4Mu_Okoh2}_F^toUvI)%T8=_P0B8YHk`BReyzpq;b zyu^V$5(hDccf@CrYy~KF&ZU*SJL&Y=p49;M&^Q)uNh@tHm+Hd&Y6&pRw7VN?TJ98m ziMzWXv_)!Mr?goIU*VZ*AdTyP)f8sK_7_AkQ{oh~5%gDfQMTug(-EHgRG1YGKOMy} z(}wnc(i@==D7RdC+PE?rs}nd7;YWBx9(sn9gC(S8?__%p^&@Cj0xyF$LK-}pMVK9X z-_Ol+WUq*Vt-!16j9lFY8rOCi#ISxe{xN502T4;N7D9(}Rautq*|J!Fc7@)HpwJaF zW<@O#_W+YarfDDfxf1K{!}7NIucza4&6x#ZZn7EEkZb0R@2y!$d+Tg`enq@uA-KWK zbB$^KnI*NTny^Mt~-(lTMB(Uv&W~zuC$j)@N2OA6+zqJtrXuqpM{PFr()9Le%ydI!m*k=?S zCyhddhc@`T7X9?bYrvcsxv5BK=7&py4BhV`V0uZN8JdqKH+_!pCGuzMx;zKe-& zWv!yr2A9xmZk0vTp9GtXgf0_n`|jBxk>6UMTDHtHlJ|*_jVR+72#a!w8w&bEQPmhF zcQ#toY8z>pVi>P~q1$0UG1WxwaUF$be9U%opWLHV^B*WAnRLpluGvadvEw&d!$|8E z$7W2d`RNLiceHA-{J{+WTgn&vNCT2KQpDX8mW4jr{ zVX9hjeE`0^&vEx za9$E>?q)(9Q*y?U6PoJ4O2e5O4OUu- z+~6?QcK{oIi0zceKOOC_%_>vp59HB?MdYWH8JZ`M`_5XkoZsIlWSk|f4|6zWyfH5zCUqvg!kyE}5m85n*K z@Tif;$?8`B6k{PqyuldL(ujxxeEQ}0#l?i4tY0S4yTb)qN<$%BS?&wQ2Q}W=KX|ms z4IwjhC?&TpOT5P>hav2lhtS^%MXwHddk>wCfBiU$(}S3k@;#lulhMzG+;aignvqR2~?CrI~l&Vy8KK3^u&8^s~= zpy6t*9=9MUkVO!DVhbY(%Y<_;XxpWZ<(uP=M0!6Vo7}fVhqaQDXgYcN#{FTui}2;ToXEJAk5uS<)>kgtXkT;Tc?$7Yl-9a&ndeu4$KF))8M^R?Lny!lsGl68>q_^lPnT%1LFOoPLY8)6bS~7?EIq!7G$b z6)H{Q4gll=I(Qn9GLdVzQm=sgv+w0esY|h+D>a6nW}8XZzkQ|&9PAEO5InK2g}x+% zpmHITy%VO?g67*12uyV?gEmAChu_0~e@^=J4 z?naB2ng?N=0EAW5)e&1cx*RSdJY{WL&X!03Iz=e|cyAr_FQXAg-@+i&iD+H7O}f$y zLdE)$@&V>Z!&lYoy|y;d{!|p~@nU%u(! zOvp_{rfX$N5(*=G)qF~SVb5w`e!xCcwLT9dRM-0{oQQu=YcC3Z3ZbXw*PTa#z-ezj z$RKHCF^Tudw?c>ZW)V;QNkiXv?QODg2t%Iu#)tGSLG%vKiYMOHu=M(K~GNmyxk|>Vy%7]mO zn0?t=_9c}Z~liCp0-%oUZGxuPNl3CK4WDK+o@gYqslHoCHQu#qQrGPc&Ul|>HZ8j3;Uo~jX8TE+0 zc)4@2wh975$$kyW>>Ea??{6ZhUux*+0oww6B@Vz@;4b!R5~A+M=oH*G# zpQP~eJBTxbk&J}U#Y>V8sMcLJ*yTPmwY38+4KWf~)wUoR45c=!71R>)&@4h4$iQK=u4jFt1Cw`Ph-hbAWv_d8lytzyxmd=XXb^=g>vERunt#$N_!f< z?uX_8>31fmYvn$lDY?HP(2w)(4Q)FWH`8_hT!$sQXOS35mmxXG>-X#ex2PZMdc=Z@ z3&VhUmLO5Z>L6Ba!nQxTaat;7-8wAAO16E#mL7QfV8)z@2KK|SRZ{ekFL8`Ek}rpS zyHu;Sg<=n`?&1PoTzE!&{T=y#4z;4Ymggj2uoPzR&JDzi^X_6lEUyOG$gB=0BW^~? zkmCYwxmu-q^`P_TqNP`9qhqUN>ZV#vDrZ3BGBSO7T>ZdOOm+L<)mxD#A-ePn%Y>(T z0*mv$f8EnPn7`NL>bCtyJYIvY)UjhHjV0P8xh&RiPvMZTPQ+_lfa>^vo@Qh>TpJ*< z4`(vI48^-UZq3J$o(jt$uQz9;g`a0GlS7kaOcNiaml+V08;qj$1K_}^Ntu|<*N;AI zH9{4OCVO7nzRK-g9)IanZa0E~|Hj`YdmvBLA`op7v#K}37#*dk%#B>Uy}OE_A9ho* zNKRoJAwpO?!fEbd%@MSJtKYLQYI4|daa~-L5F2L<8OcefTZ5SanZT!qJ5ow!tUKso z-q+A9i*2tVPS?L& z)4E(c_x2Rdk9MzrUt%WxQdBr%&*sCNQfEfkofQ%O36wU2VUU>u{Z(>QqNlX2S9nF? zfFC!iTn}Dp=SPb06QA6i7CYjQyijy-1UfY5r)sVScCJCM9B%N)WYX)wS{kG=#oKxo z9!XwsFhqXog{Wew!lwS%`vJFAIW3)%?_NqIP95!Kl4AmY4a4x;;I~U?K`A1jcprNz303i%|UR_G_4i~MB>=AP`7 z-;wgNEtScP+i0{8@he%@=eyLYu5MBh^i1m?r;3Rp)JjnTcN}#EH0+Kkc1l67Gab*< zX5n8{pcZ$31`_MRe8IDI26bYw4vu*A?LSvHwbkE5i>pKB2N)*qtsySViYwWj@w}Jk zVi#f0Y~P?k>%!#+v^(d_T1aayFwyWj2)&;vF7BR1pF#mm*y{t(pN?#6r}5eBp| z(+b6{XfRMKasKKXs^nU#b4KoZ1@@(s$IH#6$H7Sq()ajo4d zHG1b7!l?Mwlt~Ht#t*}1JAG~7U=k)|M(ay^jY&Mql~wne?-2FBW#^~VdHJZ)cLooj zu#O7!CbL#u@3WX(%EAJB^T?bgnDkox>5VydgK|=9rvZ^)y>*P+`&-g2T|1ASeLs>H zdvi^He{=Wo_4glmM-jy-)K6(g9c`m`q)iasv=z2f+WgG`VkMGaK~53W8nuv z`Uht(QHRlIzb{zQ!4p)PzV16=)}r@*9FkvuBPe%G5$O9wR2KGc;S(c=jc=NBMf$>j zB0}uF!9q+@)Sdo98kV8kz=b9@^#0`cU={TlOhuiKS~acjFvOH%g@yWH;2RiMhdr2h zp!3zcCb7z93jYt<^TsJAtHY-IyDi(>^FLLf&!hF0WoD9|WOgalDZ=@`xggR6BgkEU zP(~sieD2vHz;Z2TyozPeYcx?wEN9qkD00(bNadfe7po`6QXN4T_ zMgH1laeE@u29-K-P24bcLwx4*V8@PQk!5hHDm=5-bq623`COD!qz>YB zR69pYF&4Kea)~l;KU_hL+7AwItwaBRPVI!di2Ud*+p7HbULc*~diO=FER1_|fZerx zNKYa*l9pKX3l_CjgYqI*3!@K0w2HWr!)lJ2<(W*~fM_?a}jAcV?*i5v8|5$ubJmk5nbFy9RtKN{3Ne%}6W| z!Or?8rY^5~@*7_ogTGJ{Zo0;*CmfzXxB|aXaD<;!A!Y=ppeqTqh27`{k!%LiAMbCb z+M;m&dLA4J5|V~%2u8O4M4F#}*Oh>ww|GtJP_$4;q4Y$UcL3oXU(ZLPRp;*L#4{q= z5t1kUSi-({uyT^G?<|4lt5gM~RI_cgp^`)J)9bieaCRN+ynBW0D%7T|=qwv=7>}t; z!x$bSUwveo?UqZ(4uyG@gr+HB5)Hl9?YKyCWQZ+x$?Hn*Fa4a%x%=&ZWgu-@ZM<^w z19h#(?YEDuv1s^#3qS}@j36g@&^23yb&d0z<*==ih^-hB-t zIsG0o|0-0F7;M$==!HsuXBYHnPgcZZfj?hV{5Y_P@ooybC(j7Ch2V_huIFcw5{*>e zhf2>m3}FL_&`&3ABeGp9oTT~Rb?oD8I8Dge5)ix8FctOd=7bY>eJ%3AvUWs^U)Z{O zf5bUVh^LeFl|i)ZOY&p8*f~_6hdU2G0ziLMd%44^*dnPx;k+*-PKga*TGNl)=0P1(u?S7L;5FjjZm?fQWecxX&$m^r+dVco}%j}jkX4s zJ|vM7wFHj-0y>_5cbWE!lHlFyJ`p+-LI<#TI2@srzJlYD=`+~fyww&LGq*E0$CdWU zSBt?i(ko!cbTK^kbG)o@>EKb9Ew13C_RKn;kiX31tD76FVaUQc2((i|H=2+y#?m_W zGZnVbh!;B}_^G36^7l?Do9e@qP}yvJJQjyVl`+~Uu;68Xio;Ro%6Z59%Yph$UXND4g zEQErP;3yx&g1(V?WDR9&YM$7bP1#-vVx*|Ajq+0qp{krGKBU&H21d8&f8QE}oA z+hT%B9P$k3vCL|~Zt(yaR?Ozi$e(tZM6+OQol|!vP?LpY+qRRAJGPUKZQFM8#>xThX1nQYIocQhlpOD+~Y=YXH_pAE~1 zuBk`VtBT5Mdeyap=trOK=iyQ0Bi$s`XVfOuo zT8Be-z;>8I?Ucz~0KVH5s$Ijh8S3O$bA7jMVOa7UZsmwkFEb$+acN!Q53;|34$}Z& z5n}0X5ezdKYR&OqGg|Yg`X&yKGg=0M?x-Ne@yeHg!tOX9<&qep$gM6Gt6Ht@e$kk^ zyeh1p)HzQ)gD1KpvM~o?dqVB=Xz4O}@+;H4{ELsk9W-;k9gBg_Vqn9+6Cq#44n`*D zNjGG0%y4PTLfmu&=<1JO?Xm92=|=LPf}3 zpto7MdbMAuY36qqFsDY{)ZQD-K+0Hct#PkTsG_hTJJf^Yptn2P-U`&nP*HXsTVX=T zfR4903B}|$!l{|pLCsKuq<)_SIE?8NHZ|r}U;*MDvmk`RFIMir6;5oHvs(eW9H;ku z!VlJ?dFZ^HL7dEz82G9olEOUQaNzKO5h$avkKeLHm)v1X=wcLq(4XGVSP4qN&#Uc_ zWGx7-ogZ{~Y+y)PtvzPl~O2ckCod!p>@{>ozL_Wdcs!3Zrj7IpIK z0sS!DO!MPO+3IIthT;~daexEt$K{y~0&}i-DxpoF)@q1+t-b6N4--OVp_Gh>pRLh~ zIuVZFa9!7}WxZ(N&`Zr!n>?^jzx2j}*L+4C1S<$ePkHRBca^NMn@LT6tCD8fzH})9 zgWnh(sn25^-`FdR%(oLZL|S6?BNAvD_CsA zS3`1n)E;xn0LqVJV*Btx(@2yO>xZDTqnH;o0hke6-07(W%vMgOP-{~Ah#Pl`g}dh zSJElTepdYgU$;{o1g&v+eZGp9W@a{Nv@Z3A;FQ1Wn%0c@THuijG3n=mt!*?eae4;s z6I3SUnIg;8qWhyU3DRhTyxERoX(a~YBh~}ev{7dOLIo6+Zwlozr+4*u{oDx6E}m&j z&%rn!&|PDSTt0x*KpfjpM}q32Sfl|is4t5!eHOGZpFp3_s;09Tx~HZe9ZIcFsYF>R zuRMDVUev#!@VW=z*F~*k>3+YP)YcQWlLb~k8{@3NOi@h7dR-!Z(mY3>RmxhNtpj%l zd42qkd%|E_=xLU=K}?J72!E%DIkP?A6*>PSjeD-kpq&A>G2+ze+nijIG$5Xsi6SsN z7r6YgfLWjpSfuW<##*?10?Y!!LJOKLUME`)P=O7J(V#)w_?8r5Zk}KFYvwBZb4HVT z##-D&!5S>3rJ)zuX3TCFF20tRC0Q3hk;24R7BCMEmE*_9x2GCk3 zFNr#BGQj>;zeozwsl#8z_fY-zni*Wd?_v?1g58*k|vk zEOei2$ zhN-eaU`+4-O{avrm3NDp(!S^PFB_%yP85tgtjT~QRE){}abeZ8va~!(T@+edOFBKS z!*XfXZJ;or2%X6Lx6&|lZac)6leKRKCxNaS((Ad3=$o=+Wa+@e*# zq&9L1u_dS)Bp2*DxzeWc_J75Md+p7O*91@Ma-E5)RQcnW9C|ZjlNPmgXeIMM_E-$s z5Y7T7lOOQcLd1+4ApdCO@;7$=8IA@odwA-mi|yN8wRUqnSy#3^l`Pp>L`w0ZpPO?T z^{OmAZcq4RDEq|ytNuQ5#adc~MeT84K@}JRIu^(={F?&G)I1434vn5J*x`^^E1Q_%S~G76rd z_QgIW^cufjCEcH+FDk=T@^0{6NDQ~Ck&@LRDnBqFqKZH$H1d%hv~IEhaYv^TJ}p#z`!CJB0cjqt zyMIiQyv<$RLVaad;LIc37|cXo(?+Ie$Bf8}yHdca+(f;}S~}mxz2HX@pRb`@c3TRA z6DM_9-FRom+H%v3#JF+m@TEK1k90pk9C|J!L5g3^*NeS#qn|IvG);m+sV1^|C@tl@ z@4}JVSP9Y05jYK9evPrc3Una%?Der42EB_Gn8D>2ibKY>1?xBGoG7n#wEtL9b_Q>X zWO9c;xmS5{#C-=Y`cq}bQUQHl)HgQNWSdk`AwAJ-|4*4Uy$2_gQ zfwVO9n8rRh(JY2x-(iw4RPIrC^*AN2bZIMAU5v8ov_qZ`m7&u_q)W4^v44-NGL{7E zjO51`hLp#pc1iy#gVurxNuYO~#3k=wCdXcVV# zL|(cvtlw;utWQQ$sl+YkhjU|rLBOw8dEC|Ae-dX6fu1d`(mX+>WL2NHA3j>n zMWjp0!foU`*oHrI&}%9;(y`szbh;;~a{E%;LPvb9ziG<;A$_$w;N?$?#5+=R+R>mn ze6vZ)k~f+?{Cp=w)=B}uotEyIFBGt#uhh~MOnKpU2nz{w+|O`#^+z`>w$^3|U6Otd zA$b{Sb+QQ)3ZNwi!k6zU^9y@(@PK-NGsIgo$1D=4X>i@Kq6^ZWI$1Bf7gr-$+KNwHERHdK$cZ(3yGQj;xc&Ob zH3`~c5)G4>mXt^EaP_zxYki(y@hUecKA}$-Sw_q7Za%fnyUSEKi(PZaVVT?}mPler z{uD&=ST+ctWpgwU4rTRkwrOI-lujXCf@P#&9oSN*&KeKNBpzvZ5pSD_fWMJnG)YL) z@Ot-qD(_VloE&>5&D$xgWj3Ce&zFA^l7vxKcj;Q&+UsHR_#sIT$djZ8JI)o6TG)Dm zbCe%3&_>j@$wJM0rr>HXFC!@N5(ys?G}okrre`bw39orRT2)ME1cW8XE&IAe#9_~K zyfqxh6d2-PhMW+va%w8~+35V83glY>ZJAj^E9k{2eUyHc=Ief{#*4(CH*GC~0}TCE zLu@J0l7kEEpu?8+fBN?nMvad8FgTymV&oI3tO34FH*;QFvzW*wG7?Lbk_M8{3|4gv z@l_wdy)Rwjn#a0>AbXb<`!Cc&lCJ5V>RPxezl^C|+UER7zS^4nCcRR$9t$FByyZx22!1Il4fL3dUgxf=vsgC#joss|v(^)Wv&`y&c>EYh zgv}Um#4V{0@OAF1ZdB@8A2`-3e>er8wbd*a;yw&oI+rXYusImKMC_aWyoxIBQ!7jb ztk0R+6^tR@kt4rx_CFR3Y$|rx2OXh3MSeeJ7!q(p&9g3v;d-<%1gH6oz8mFzbTp^LB{_K<*?l7Ol>i>j=XK7_&7lX^BoQPQ8}jz+`9${AEJ&u)E)qga|w~O zf(>g(1De!*PsgCEmva*y@CK(fG*aGy%*BIx$P{d_;>J{sBIZeU&fBkt90C&=mSdlU zAtcQLmrkDJjtavOZ%a7Rn$0{KO~cr#%%a}E(Yr}{ZMyg;iN!Mz0HPjm>{#6#S( zX@2yw_qXD>O0utCB{u{YiPqGGzL3~wFL5cOwY|V$W{tVqFp8k=G8>rVSbiF0XJxFNu zU@$@tI?;GQ!4KF@2Pwa{5t@h&T!^dM?W=el{lE;dJ1EJ9y4iul7MT_(eMdoR zB^D^uy>y~vWSRE^E5B%BYD7HgX19eulPO46RR~-irL|9c;cFdE#DC?>t8a{Sq;2OW z#W|{AD5h4_Sv60l?L7QuhhNf&`{n2vVq85i#fccq7q1P-=coM!KoL@y2!NoAWL3;% z6c(X^yKMW{T8HofokSd99rW z5;v5SHvAQV;Y$p=E@pQv|9EL8rvq^wreuQ9omwl>g4$P={3?4|zM#D(F{y3l2FDV2 z3O=y#*R%i>1#Z3>vJiQqSsolw5stp=kcOi>%%ys;IAyNy^&4h8I^732$*3i#b`f1M zRYbx!IrEi8Ycbv^zhEXo+?gZcTU<{+U=`K51b0&SN43*H-L_J>+;Bs6>|b)DJJ~>+ zx{qGIIY3AnuDW1U8NQD@wWo7B_y0Eb~1ESLsJw2c9_uhxw zulr{|8hP{iH$r?&YP0hQ(86I+2RGK~mij|-h&WxMR>4r$Pjrc=Z9^jE{dn<+@xFx| zN^#9*-mSmP=?2vtm%gh!)VFmNZb=PwHb&U1(#*==3F(6^Uswn!E#oz~r_!g=y5}mg za4G=xpTFOFEOteuAM2ya5M)O&TDxwDon`wOv1J*_0?6Tm6sn$sq>BE~-Ry+zagv?R zC-!pT-yZdpaf_>U4cGFFcA^&68$(kR`HX73p9;kfXi22@YZT3yc%HKxxYU)PWR+Us z#Kj~QK2ai(#rrxW*)ymUpCyxI{O#txUN;2r7~BAN8&)E)4DZvid3_^9C)5n>GH>eI zqU4=E5WX!%F>_kBEq|oD&}lAmmnA!BUIlIX{VJX56tdl>x49N*@WnH?jAM6C)R*U* z#l;@R6I|F-yBnr4+fO`Uw(KvyG2VDeAE#e!bC@i)G-CWc@iHs`m~Q&o`C6THh>s4NT9Rv3{0c~5xQCD9{Cm}*;D9A4wy4At`@Y+b z$}GRV6ad|9anz2{HEv!B%IqG`Bq-{Mcp<+2p${_>PHnHsdyGT$WLTV17A1BNu9t3O z*MUognHTgLd;``r$sAJw&TCW@0;&(tbRg>_V!W6^>xF*U`uW! zYxy%l_MdHVL!W8>#1JGVXtY)M;q+gO$x!7qBp#~xFp%jJlCCe~k1;S?Z?kP{M)rWZ zr1&v%{#zYclaUi?Sp627Okn^R&INZ>VzAbF!%nT1Kr{qcD*wvhxYlX6m?&^XIP2gY;b->H!TvuYb7m`$Fi2) zAGUil_oKqV?7{n{fd2_##(8>xXCh08-ij~qyiPGRwf{!yRS3DPDYEVfQklyC)dO)S zjEA3?LH6TWY2B{uq4dt`9zTPe1t4n)D<+YBm7tvF6fDP^|L_171rjR=;$}ot47Zi{ za17U$lI5@cF@abIfWjm`om95tU|zL8)|cI|KX4)b;Y9u}?NR~|60dEh+)HUrt?)C> zE6&9rFIc464I5*f)X|?swMrL#e4Q|}7k|x=pFV41InGI1B#q2A=J??{_a`A zDjycwD^mGpK6^kG*|_Jhm1I=Z9)|;a5+<5{zI?i?KHTP3N_u@pk6? z#-td1o}03juSNt26uM8DMZ=-RY(K%sNYhmvGZIkr@_-1I35#!OH(Gq0pHWDN2`q*F zm5wN}P}y6S|2=}iEu+-@Rxhqwmc}`8-ay6Ay`9x{PmrF|=yGc^^AoUz<>sXW{@bw&|k?ZmA;%%BwF*RVE#@PaRCx39|r3(hMQT^wxU zE##dSzJ&W^H%|9{WGjC9`;d@gQUQ(0_=NHv@rr)BSRLJ-w|kP-r{pzuC~wn-X2E1| zWr?q+&uy7S(s)RP)D&xo98AxfV=O3cSAFxI)RIm*ceb4+RNP7DJ$2We0J=L3m%hbY zR3RS{#m*DpQr?!o>T!QzB2E-Uz|OUT-%FdNoxN#em9wBK65C-!$F&qRUvo?;aKpppy7GF%BM;;SCm z_k)pOZZOxuK6~hR<2hgI(LOJ4eg?udcRGge0rC~__F%Qz2U9MN;epQy6~5PD*Iq&+e$cvz%RU_jLp)|Qu%04pCD>Tl zsmiz?H&VGRu3zlk0G-Z2TdgGMUp+sgZo?qP?1h?a5cg~q$Mg@DaJ_XNvlDJlg*7~L zs?^|hv*2)>4M5*B?)dYHkTn|M{f}-NB{pQy7nDZv7t5;{Ou-?SvV4k9Fj6tzK-DFD zcvfu{G*b0*J(1QSi|FK=Fe0fHd^;s+cg0wiRZAhe$#KqP<# zmGqh!W}ga1<?TuM2hv z9|ocySd%D;bO<~f87=@A4oRO1?C2pDNqatqDygz4FE909nAjLNHNel_&3$Yd@;0CV z5BMF4?4Q@b5b|}2SpfGCE@pFo4*eY<(Ei7SaJS zuMre(krkM$2I*DLc)AzL+mAmJ6bS|CU9F9OyB9=ouQyvzpK)Lq9qh$_03YaC9t$k5 zuz=d{UhEE7z`j#Y1b_q=F7Oe^BPfqGh9UE+!v&Q`QVR)`&;7YTh;oVGB1#M%C%;-t z01gNiv}gsf6c7R1+lS zSeyneD0vJG41xNN<`j?zQpgKRODjVH+K2FS55xxtkTX6y0D?c+zC-@+^Eb(>pRKZgNw8OqAsX+(AEIgUNwDQ49tA z;^N}41hoHgjgf9=IXZ|=bGg0;)!=Pofh0av=sk14>DL}&A=zk0xkA#4< ze=z<{z*I<4zNqi~lV7cqKXOOC1)sG-KQ|G|JoZ+}WM1io=}eud#L4j%PZTT&r;;vDWFn2SEZ0=6)LwtrwlNmTN-k+^lJU@l)% zEx!k%eW!8ZU_wv-0haXG;nrcHJ{fR5$NFYYwZOttj_pvvc!htaD&ZhWFMZ)N>&mcz z4zCgJi3M_hdy>Q4q6*0s;}3nbrU3_l*n`1bfe5@{0o94Op?-3y6X!7s%q`=Ch4c|U zm+7_e1M0>IUu%s%am5pLc=V~tXt}-^E(x3ccsIBH2EJ*ro(lcw{`7zoA=yEt>3{Qr z(4k*HGIt#m$maA%0*v6yJc?;4#;f=>(T4B#%5w`TY-b8B*uil-Pnt;6JDif^m2SSU z-4W5q8#Z-wHays0*VnUW-(5vx45&{{7^$21&XAtpBUL2%?8xt7Mlo;&l z6({&!Sd_mlMME6-OC}A}bt~%zS@34~%MpDrUiIbaz#Q;8k^If3NJr==rWt9l(++L^ z1|+I_6c!BD`%VeLLBAGE^bsNW`IV3s0KrV1F{_z$+LEQ9RHtjy&P#Po8d<75V%K-j z-d@Xy)ok6FF#KDV9ve)Xs4hYJ-1-F>2$IZKQ)^cnlD@?hp3gB;Y2q4iDz$gOe{H6- z)#Er&i}cj}syDWuBqp?F4Q&&C|5Xnv8jHIO%s-|OOJVCtHxBZ?g`;K)eh?&I07M4k z)c-AI&i}=Hh8W=QADJlLn)LXLB6+cLefs3xYm;nz;Y&spWmc@PYI1F^R5M*3(~%2i zvn|uHuE>~)z=;CrRW7qPLNk_8Kz?nTs z@CO^IT1oWk&dxf^+^&#GHCq)&1GEgrl0j+={xMjZ4ll5Y$b~2~jG}`O$iOfC<$ldu z_&i;@1075^Q+!<;+NNpq+k&v;yUbBZ9waW&enwOxtcrI9<~Z(lkRpl=L6PMB*)I!< zbq$T?lYriD&wNL^4k2+#J&%67S>J0O<|)-sSae-h-Vul1`RRhWU=k{H%g3H~q$}txQ%w&sTqZ zOA2^r<$dD2LmUNmNl)P%EWk7wWTVz(mJ-ChP+uehGsUlAewcv1%U(?GLqi0s_6y7= zXZiYjE5y$!jgB4 z!9qErBHUYa_Cci_A_e@QcpR5xxW!T8t;Q(9n;<@aCM}C^XN9CtXyB*tl<9N+4@yLQ9YJ~$Dbori}_(}O5oM0p{NDE*L27$&xSDVYOvmf+ zh2D@%%JUhmKYw0aagpl;Q>_U#k zdJRLUscn_@#&e-2TBL&=;cz+@^QqhHqYTt%{#93?BZS}4qhQok$H#}Y3|}!-&$E?~ zeMCC6$=@Q1-mln*Cpnw|I2ZAHR!==RwToqwAj1Z#s&jtPc+{S~+aY7hYVC;3cI%3# zv0OdHuY-_qDcHcA$V}pyM{KQnOR~E7kWffT z=3OMbFJFu_spK<~rt>XQ)^m%znygeE&&|GR3*|yhx|y~~UUyi2v~^~=ZDm94K_5Xf zK836U$Uuc<+?a-Cen<$PGNUM1`HJqSRY`v81NNWJym{OYi!49{Ib$_YGb_tA-)m$J z4$dT%w}R%xn@V8dpAOoaVJ)fZ?$>X5b^c+a}*Xv|$@jRR^3d z0Yw7RZ_C)#K(7wyVVRPKZ5j{W?rC`!O z=94n}pl@_%jEc?SFMW}`eMdyPBQqlVIuwHsMP@E&*lfKl39TFWP+*DZHb}Ype$mxg zqtGOjN_yg_j$HI=j5cpu@_e{(J}ZdA1EhJB2Xp#^=H14-=REa}M@d!rXDU8O<4ZLC zm}_j;w;$ifgt_$kW8tSCdKNOekN3W-nWS3NAg>=1z4d@;ZaUdU=QDA&Te8LwYebfI zMcKP_@-waC_2jI47QzEumSQV)F*WqDLflD5nRZa)pSJ!%dz|bg*=10I&*8 zQ)UW!5X6~EV4I0|oFX)ICu04Iakox9EG6<$C0v<9`B^wN?K^0Rn<$PT+SQVC-? zt~jm_lX6%uv`74JZ=j)dkw(!YLWl0CBDW`-BHuLwB*tzVm8(3*Tmy>(ZZ7(mv8Ny4 z{)R9)ZBRes_ddtQebvv`pM)JihJWGcdLrcR>pZvzRZ)crgKv+Doy5Le0+vxNaYn&% zdcHhd_Jl;BL8DPM8kDY~>r&Rpn$jQ{%cdBtx~+wZJ3&P11YnJPZSW@5Zj9z~mKz!GfOyhb=I~ncm85VPlW8l_ z_qNp3J2l&e_jr>|pnwn9(#`s195b}ycpT*S6s=4ELZJ((_Vy3n(8JFBExR;OU>qTw zzu&%N3ax~|VwuT&0>F|C1Zx3Tp~1om(G>R^#-{q}N^Vh?238egfXXN3)nTu-bh<=gW>jy zxluuYMXL|o#1?c_=Df2`6|pB}L06Ve$U-OP_y9(;LQWU-vl3>>Kry=|n6i3N-+^rO z?Qd_CoIN7DfE3wwT^oeosZ#-RvjiCpT`rQL-uNlFp$e#(pT^m2s>)j(V}RS4bW^ss zmZn+JoEAuADtNcjrh-PjJnLN~)Z#7mbxe3vU&-}-x>{50VVOb~L6k*n`Ol+LjS-%% za6VQ7NJ?&pl)`{f8h;DM^amKaP{9T%ui-n(F+EQYKvyr>Lsz6ngl})m=gEvWx*bm1 ztA~A~vqBzX=_G+7*M>Q_$UyRN2W+EutYZh@`eUtIMWC1h%UDVTf(56 zh%{jZ=G(*!?G@ytxt_@8c~dYd)9^?8-_;BUUgK;)U*l7emHAZrfcPOuJ&u?E9Ws(P zN@2$`Ksf0iTw&eQKm$d3bv#a_+3ICcjx+clV)i9mZH#A2iY*-oH~DU&gp`-&W@;sU zdM$nW{@eB!`ZMxsPw{C(N|O%q2AS}+`{7}z#J5Jtg-)98)q-+2!y40S3oW{GKn-PU zhHMTqPDzJLxioKIOHX<-<)5>V8^zP^!7q(VKtcTO=pHRO?}m;a>b_%_DKI)=cAo9# zwAXWTV(9z&H0$au#wQl}G$ZbbH(eN|7WJjjs175u0bpITGqZSJ3;X+QT@KWfEm#C7~xF(l#J=`@rF zu!hggiOk4eUMzv`193M)cR&Zh9jod`W5nR|>}uhkRIt^UT(u#5U6bwXB9tV%5=>+K zShV$b7m5s(#^(q5$7v9eVKzTgA4XO)f2e_R3+e5Az1~%__mD-!BbN=Ld z4HE(OxYibv%`!N0X&kt!Q*rK|;1w2@BP(t(UX}y-cAQgs`5onOzqPJ6cU(hy@%kqT ze|Ra)+Ux#VL^@4kwY=qmW#@UGUZmP;UQhCxG6FsmVZRbva)cXph1A37$YVndV6=@- zDZM(WqD%Eo`^i$z_}F+mI=0UTmx|N<=5pV;f1DwTjm2S`U_Uz^yzc<~SnB zmIcqV_SzXA{Jc8r-Q+@s21@)FAP!5f+{OA$XFfD(fs%^aFJxRctltY!Cg%_cy9SHcZnSH83-9VUHw zrxZ}vp|abJ-_0=%{oBl-XJc=les!2rG$O6f%f9sNZrO*}KD$8i0!q_JeSe|bryf%6 z*Q?6&z4E3W;*r(sKGTsnMi20O@HL7x38T51{HRLG9Z^6BYis8i$l&OwpgNCC@a65< z6_z63w!dDj*M}+^>srD&^g)Z?y6k{L`(L~qU1hdB=D_H06CK&=Y77wnZ7@ej8!ES` zydIQn8>H^Zm?$Z-1|ZVd&_j>*NtogB2waj?of;~hx1YDpoA|SoK&^j;VGgUJ{*jEoVXyO$QGkjJ)*eKD2evCJy2~TTR=Vd zwHnoTYpUWBZNF)lR|kT&*L#TDvqxS%HOQC)^@1hm=n!{- zo#!2Op_^P~25c1CeqLNXXIoz28=RF#)<*&BTF>*M8Of<+4~yvfux5Myl_`$VhVE2t z&^(=IL$0W@_(vL|b9`pC zLRMCGdYWw^DXkc5&;=~tk1&)%O5Q-jK!(zlnX($;17Mj@r^d>0+D?!P_GgqQ*~?#6 z1MO9m2#ju*++#m-Nvz_xKZ+~B=V@?^tu7RtT1TJpCvTcEB4y^q^xJNK$#CM_W~L=l zq8LS2E;#m7a1*AKtN)x9cgODl1*k}l)ajgt(O=YrdOc~%jZlFaX|Se<7*dF!5p&*iC@gn#a)G$4ewn3nQWVh2}fw%WXA8UG-~8g z3l*m3+Ej;79xEo@@`tLwIjnDEu7bA_kEunc7xohmF)VNB7(QopOr()%e*I~0fxOW~K_wXm7{mSUR?t{wnYtO{- zsw8$Z^*gs(j5gK1_eb$mB^d|o!vs(AgK9NGZ9tu)3w0yLc2Y&Gn_GJHpp|w&_wrGF z$0O=5OUPUBZ`#wWg#-Q7+=!#Sf-yvWBLI(#-6%`t8m2|lX5-qYZ>=+m)`j!79!%o7 z+9PX%d+*lza3^l{O03&?@h)R}*Sdp^{g!UrM3Gs)XQ+`p#EIVfYP!&Kdn=gE6C^{*v7TD}JPf-B62O>R zSW$$*{p0u|?&x?l>(M>wsrqQAfzNJT?4rAfpSOa=FCLTYDHk~5^wh_J_l!{@H9!q? z4V;SAo6t%LV>rZ4w>n#i_Gb6KS}-cOblkYf90_eR>67?;SMXq#JYnHc>|sFZ7h-5o z0e_c_3HjMFi-i|XiPM)2%^P2A4B#e~4cLA%9F?PbJ?g;n?O<~gOmu%cW~zq6BLmyU z^p3gs@Ja6o38%t)##rQyqZG4esLkaU~pJ|-=>q;KtlIeBTB-Pu+r6tqDp~WYrka= zWVJ;l{%mn!^q>NC;E1iQ6Hu;f2~7+=EY&@<2&2MAL zrZy^pZRi36vSg4J%-7D}XIVz}pf8a04fM#!=Jxdc`z~zwOPSNa8-Q)gw4E1>X+WZ* znNMwM!<8(cik&e&|949?yn2&jhXOXa;$t9&4q3(R4yvKJSU~~QuNZz^;SI(hoPe{^ zTQEJNDXv8>>A|tA`S0W{lp0S}U5)nBEr^##TY#2r4=g+C@rxPJN$CQ-95FFO-}5GI z^Px$_d?So&hT_}!bUc&jz(cXaBJekPd0^|nC6~}0?#FIU zhVyiyN&_Ler1HltvzD*XAw+9rOyptatt{>h}>@_XHBsB11L@?xh}iO-#yl4zJ}NYDkC92iRykE=x1b!;&F7~EW;ek679svzUWdT z7F+T1UM~~5-Ytjc(O1(EL|S-8H(oV2jyioub$~q_(=wTCo*SUQ0n^KCM0_#E#Sn!0 z2^GC8q=~wfP7n>7IuFBj@VvQ87&hSGlgoVzx+r9+QL8}i52C5L<(EoNL!v6I1mtjh$vNfcz-cSk(g#5B^Hxr zpJRVGfC+*QR#3WXO2BWC8NMD$w8}3ncy6cyiW~wW&I35E%Ks1+c@QYsM5GEFH;v3H z8P8i;6^>Z5ID|{vfPn0KA{sj&e{4FS_*xHiDM=Bb7_jes3KIPL6%ITYIWi4vL~sgM zP5I7txv(Uq4rBSPl4U2$Drg0BwWZga6vhr6Fb16eQJG4_imDMcJ~$r+GR8FoL&9iu zG{?c4zlKEhx34^ZmubO(Z)|g2U&mZ~4~5{8HdhwoF4-#>7gDCy-&H&sjl(D(C)%OV zQ+B-1{6+jdJv7X(G8v2AHwIU)77?$+l_L z{XmnKFl5^6(V3R1yBj+tAw4vYFS=?m z6IU(FqdwkTGN-h5cc;7iw<7>zEF!%I7;2-jBJ$a91cV5?!-Jf8<5<$_^c0CxInWNh z==m-RE{N&D!{=GnOzFM9=fI-u9Id1F_hquCYv%m9Q;HzRvlq_a>{tQmlXXx4cL=r; zNspZ6LulTj*)v#A5xG-ppFgOcGUCqCO6N%y8L^3$Qg){@uBr2xh6?l0)2IB-VkfMn z;J@yZw&ypBq#x$1+hiuIuoeUh6+X>jV$ZOPZVTdvT(?V{JptUo zN!Ap%_0B$pFOOc_CWfg=S2w-xPWSW0blV9`on$&yzQ|`&%TZUMc)!OKTmP14&t>Cf z6A}P*92DAk!N`IV=#pKL-VO=hKHJlJ_=T|F_G4ED-vDvkQQGhSuG>!n^b`WPhsK}} z1rvb~c#_(bbQ}MG(CgvxaDNPv_dOn%O`Z>ET(0!BTGM_Czr*dm|B3^a5AwkE1IgVG zIMDIy>E!YHf%EWgsh+dfh7FF{&lT+0ua6<5V=)}Q`U$0dp;fy@eTRtn#%v07GKW(C zg!Po%SwM_SHf}0Y${TP2q(^;AUTAnKF^u;3$DC5pibuXp(|w7F4_A%taph9RO*=4U zlAE-0mg-@Q!)d{PkC%M}%9t%LxbfA7rJBvTYkqA6&tD&=Wgby{3H8!NaQ(vwWbNPg zUvyCNKUQ1kyv?o1RA(5}X=&nq<)ny4Vp^A~4Xjm~-OxYBV`{wu5OWa>K<&T(m>aY# zfYdeTUoKYU0^HqRaS)-*w7CAAc!Lb?JshP9#B(!#nnWIKVCO8x#&r!}q8Fd!%vTzT zGvrg6fXwpCUWlJ<`r_YAY-Vrk0J;G`_ou&;K0d!%QXmN1z3RoTnLjZUF9L+009787 z=2qkNvS$^B21>I4%to%x>}EL|>r%JH;j^>QNh6^5XLH>8CCAwB4mamVpl0^)t>UM9 zy4I4jY0%L2(e{^Nmda2$y;ggR$qnS&Uo}=QVM0Kzamv&)*1iT!H2b~^LWz%}s;a+B zKzoiL9$iofutGO=jSoCEkqIidw%p`SbY2_>yDi&KXkT6dq^mR6+>~22Zryu2?AbO`p%nY?#>IZK&LhaoIaDm_O&gK7x;OX-v0KKm$G!%Z_urht!3_+ zH;5zSrsP`yZ|4_ldJ($wm7%|#KQK?~>cicNvDu3XTg{lbob~INGkdSY?TRBHbNI~B+)(1cU>VsZt^jvsWVxtH0475rz7!kW8OhM zloDLv;ZTEVox3)%!B?t_*~1a+=7BiS%mf!CCZLTNi72jzLr!er5Ti%RJ{c;ZN;dT4 ztxcMifaw8EQ(gkiCwscFUhSdZhVP1~$$7$A);@2b@0|-@bCcD6I&`s@S z#B=YAt;JH4J5GG!`u&jER>}IPUdiN0vRpdA(KLx~S`9^;t*M!El1GNN%9EjY?olG` zT)Y>Y0V}d>BDQbvq1u77uinyH^ulzcgJNl()yKsu!jGQ%`Ru@nF@*S0W#)kBN#3}a zH6ys5o|l(>JB*1Hg=LO(qJwAZp<3&I6>9ELNgr?&S1>gcm67H$5^bO<27-zhIuWJE zYQ9P|b!iAC2AYE5tDn}f$Ldt3lCKOkbgO7;iAcVhudM9h0wp0`;?iE4HBBj*+xl;R z?7#2lo_o&s-+RxwJwrE*ik)dc5)(`5AYt8vb}1>nuWw7c?DZZ`D-#q0)qcqm@S|d2Cyx~YGYTLXy?KxC_ zjl7Y+$N(MsXlatf7(SU0o~!FUam>I@%;`PdAM+ODbfTfVn&`N|6W@S^tQhfioz=_s zPFhi|GV!UuS%dto`T6IpdgK8!*93Ia{R*0BzNEwcx!At=K9d~gCW0C zY6(YI!CrYnMKWivHbVU!VDkr&>3wx%!%6Ya4jLt~vF{=e+DU5*zYZO)+%SQ|jvl_a z!DwKp{iQbZ5BXWky>J!nvSwG#nDV`?KJ}F3vNM76^)c(Ib<=L)&_9c#ft}WeEv;bn zzw6)690Cw;(dswU%{SVW&AhSD6DhV``mdf(lhss%0KZ|Wl!+C~= z%w!@79?M%nIx^ZFNkFiB3{-ljvw&fDui zLB_VuA+~-uZ;FcodZdn=Jdngqd{emu-a%c%cp?iK|8<4y4#w%9?N@4KIJ5+6MvU!f z*tlKJ7oXfp>@De?%s9-gBu@{KUOdxP+6DZiCoZ>6p%OsU8_%;%SjhN~3obRdS2^sbGvQIg#_V<0ah5{?<+-T!5^xS5TK_7WrP-vMZlNr>!QpF7c zWp$?I-q`9I(vn3f%>U$$N?xB0E~vY0p2iqsrj)h#JbFt)7uR%gwne0u3;A-y1%AuG zUAgA_J1*S11Yd4i;}6XlD!*nzqhIris19J{{DDqRlysD{%WE>7;-yUwjo?QYLT^d# z(bU|#7DvD$O+aF3updNF*MEwP>=LYPHDVb~BP$J@Zf}@@lz@LZl9BQht_iEAa?2aL zxXnyBH~H=vSsSXHmld7<)lXa$PS?;*Zsux*x&rlPBF^({%`vmeal%9-PZuNA&gH+Z7>QMt zjnEtKaYyecHBu(M^O&W5qQE-FXrClqM@Q{8c2#$vMYnE29vn3r^Q>ej*ucjUxPEBf zSeDQKIyGeU6;@F#nRXGg{O;IE&ysFiq(i)UJmnz9>0T z!4x9~JQq}#_|mbtzzEAVn2V3$Jv4t^k8k@#GN;Of0n@s17QWN%e?5F)>LUY+HC)7} z?_QiK)u&Y+NUZ7^tXtFtE)oYj4mOM7HD%$i246Io?d(KO8X^FppWt#1^ATqXYvMa= z|DvsNX1n-t21U8AC2Qm<*(lR(zMl%!-8L8wma+~&V~ofBHQ`O_3wA#4=Cn>*r>FJQ zIM7?48e8 zd$(P;Sw!R#a1O{+V6Li#C}FH?KO3XtMMNa2KHD?-!p}?Xn5OJ^Ld?E}0YnsQLE;tl zY_=l@>l*3sIlT7U#UCD7+!eujdE5{~U(xE<;2e>?xk1|;1!r_6&h~U}D2|mcMgUS* kdKW*|BZgcK+D5v18k|ZQHh!doEw@%k)(B>r{Pf_39byr_N2I z_74UQ1_=fY1`7snf_TROW=dn`gg{M$$An-2*l%(n^_;4ol>xQTDBc=x%DOiSMlr0c z^EL6+p%|ks527Cz-PG=4`z6zLB47aj+lS-M9_3_pIkWAa`~0SG+2zd2Qon_%g`1Eu z**TeyIv^WsT$*g4Ln^rAXnq~%tYG~%uv?W(eCrr=-=aoJvBFVso!wo!{czl&g#q9J z!sT~A9B|*4uX!G}$5V^LB7blD&X>k2Pqh<1zwh9uO43|`oSe1EdOA(FEX@-yF3`)y z7Z|ey#(Q1Sz)dp;pqI-Hy}NWr9k0}V%@MBsmV8Iy9)#TDeVS7%D(um*Tz4C{xj;n{1EA`NdI~<8_qW*Y&_WP1&3XhBuY_KBv*dlUEF}yRTX5gbYrAS#BL( zk%V!$lbd5E67JG$iplKU({mCnuqYKU)BU;}h`<4~;)36nb42!Y8lzvk1!)WK&b|po zM>uZrfH736&Q_{}IphV~KbAsgI&t5b{EHtI^GKQZ3WV54v{kg`XbBA!AE5pg4j=V| z*-&{ovIA;DJR##Jds0F~Z%uORTfrr+6aEw>fO)zk8Z8kGl8(xOzu{0eAMQ z+IK^m^|dZhhZHKu8=XJI6c2@hU~Bb4QqvQ*XLr|#phpX;HA$r2qS;IsifPBOw9|$P z)tz&ejvM~<#q;Y+uVJO!dcou7w$I7|bahb3`4T8DrX~FRTi{4LaeGZtZV*+Dl%wbV zAlCMue+6EFj@fcoCH8Ru$-JKQOVX7|D2lQ$oVJ;Yx45>%5)HK+&hdjtBx4Q|qXcl< zs?!B(=9^Ob-}ys|U;VkHa)}k3g`G|FyH)f^bTXZxuF>N?Lb{58q%-XM=!_!}*7{#6 z+U+w%+ErA3v3JbP-!3ZX39?DzA!;mZBe!T&Qe7SVeE~8yW<@R+U5F&H7PH08Xr}J#{hB>vFv^M zvYtBB_Yz7t7i6%9Bz@CFd!w#(#+C7fN)%hm4eQ~8Z>sD~<5nspDoL;dL71Hor&7|o zQH;%_+jFp#gVjI49N5}J0pYRYWify7i9Yn-@OMU#j+VU9GwNMQgG$^95bm1Q$%c6{fw#;pP1~2|$^1*dG zktQKZ!6D~XcfGUuIaGV(D8?2=S`hXE9q?3z2YwFHJ)ox{7;GbN>t4RL&)E8Q=%+7o z94+M1h^Y@OX;FYTTI@T-yO?3S`yhkWea$92UgT7}e*zV76P`st_i}b(cRyzC`v`t& zip4O&^i>S#5P40e;jTEmpwVg)f!&XUJ*i}~V=uc6Mh4XE?VBE1Y7Nk`uSS zo=gcnZCTFSnxOD$e5<##F>{M|E3iRj`$-DYvsndrL^7TYChUZP4RZZzN-d??scpP(4%$uT^cD| zl#e$0Na3K9j~ted9^$jRas+xbLi)O$LOv&_5%bFArkj4Vq`Id$dS2p9AUtUs=?`an zx?|Fq3s`B12QitP$z-SqArbsA!+LV%sQ@DReBmHRK6VAOiIz#5r@e+|%U z25fFe$L&%^cm?7bROh#R+V305Bv}4o1vDiOA9poYJF`W7L$|sP91x7yJd~4G_9pRtw$^E$Ee3#(1~PG0Sa8X(w{c z_IP#Y8qq7n6{!MpTka)`5#d)a?BC^x{bGvEP<^462!ecrHB_&AB&ddvR4kccF5$I? zKr<54aYZS@wMIPYSbljLa4^)N)R8PDLzp)$Lohdqqk%CNUprDb zxpd(R(bJN-Ho#&OQ^3SK3wb5r*x^CsT1j_xIEYM%&N2}`brE`(%vQROSh2FKhR)Mb z4~AHIwk`&q&s1dP!0Z%J4w$hT7W%p!10wG{kI15t7qxS@cWtrqN&opyh$B_>E@V?m zMi$8#DzG@`Dc)+Aa98|8ok2)$i)!AY`X^i856N~TGR>OP2ggk~_KaMMTjTsSJ{dty zLWp%lVj9oSu;E;Ro4UF6DS4lE0eGE5_>vu4K$l|MG&$wxn`P@dj~#qSjr(6aFT8TP zUa)!v+i?p#*iy)hx%Z#qY)h`BBtDsG>ctRXn(A44*vO6ofhqe^v&*OR0rmd+P6AQV zfK}yQyO{SqSH=`v#Tw|&rf=`I6BL@*8#1`ICwtVKjKH{ueh5V>lfQ-S2gfk5RvEv|Vlk{VQ>+9C0TJJ|N~T5aIq%;eQ#Xc(L7b{8ATs3W#3cQR2E%x-FHY1P|w} z;MOa@w9m5|<9tez$-ePt@Q;i*@T|nX=W}Ee$+F0!`KDVVja$Hje-%l;4I2hCM;zNT z{mXw-S{_ck&@BjU#qmc7Ra8+}7JnMoQ+h*A61Fwj>yDq=JzZ6@CXvF)Ci2^${d!7G z`A?AuAY62D1VE^c*hP=s!7OO@M}yCIi@4_U{65|E{OycP^0)yiZb6deGRE=#U1vFS z^{D(~;G8T0HQ{U{%L$e9529njj+4jHT`K66Avd}taJ$6>{+x}`o@MB>I@D$0MzBTR zYs@bHZ4#KqqxJ5#Y9R-#`rnI-SM_Tf&bdGLym<1?9e}eKU~9s<7rK)dCHIPde?aUN zrZq{gP$i)vg2@KL^WTT(-zAJZf>-*~5Yy~BSaD3#9dZqYV}bA()!L#XPXd$07tKLb z^D}1t1f~A_l!H-By%b*#AnE({(F2GZ(oPjEa;xG=FFYXBrU>2vZtECxkRGd#hI`L>KOV^*=&ufr7Ab{l6w$+Uy2| z05C@@;wFSR%70b;8bTg4EpY>aIc>8X5-x2GAA&6HwjB(v74;sXy!ii^OHl6rOZE^f z*~ZPb>mR?6*oWxh@FIS9GsJB+%f<7S_439v6U4|N^U4HK@x(`t_h)b@h1BolCnF&u zpncr@!#%8_{#}BD&Qr#)FwEMhd^FRNhP^v13Egm(G@(>e;b9ssw*F6rh;70!0G&+# zCsoYh-E+-c0ls?zL!tveHrRp#6W~z}eScBz*x@ZA{xk=!(s5^TQ+QLwc^FJJMknuX zbPAO?&Wy>JJu6gC;9!517uo(Qz%+x=c6!XSD*h!ZX{F#MK!s#gh^&}uF}W&JzOWll zzEh&yrr1r$igpg*Wo2HvIxge=4>WZ>8ns(RM5GU!V2tyz->1Ti0vjH95dbYn0a^d0 z2^$(c#i~YVl(FRA6WetnH71;R@-ccZ0V9SW1*GWyvVi1Kf(MnwGgh?k%gtAMDOI6DD04nOuu7hFr5r|=e(NtI7z`F*R| zmA%!?0E{OuoVfE(H+HYV34q&FkSKF_L0zfeVu`6|x#oi6txK)=FcZpTkge?Fvo?vS z=<&&PsBkCNOkQI`k|=wRdN5(ZzDT5rgVI{_VT!QwtiKtEj@>B>xZQjeAR{|K2~O< z^9oE%OtXSWseVjiGtI4RnybyjBBRj>$Uu%>VMEOrV1T%)g%@F^tj+ zS4dU8TINJ6@&0OXi6it~E1aV|JDf%GX5qjCZyI?6Nvm`q4hsf)fJlNKD2CRQ>kX-t z`GjI%X0RgO1k7lL0r0a%>@Rl%z24y$@U-g2t|o4FzOj!g**;~v>UX&1{#0{cb==v| zC7E!=Ar{{_l}Zs=*BuSkMiB{whMj(NDTCy6P8$nCIG3qS!>{Ho_{ipO-yCJ5DY=TQdP%iY$X- zB9GHW+PNT~jwONeSDcxi#nU!>cV23E*txnd_Y$%nI$}zwy2+%Of2e+A4vrXJ&z-IJ z%Amv`m#=-u7Qj56cbSp=&)-YaGSb!yv!EoohO1N$pMYOLA|4NtML{a6Z7NWuSU62m z;T7@rH#`Uef%wRuCXiBm1Jsh_0S>!!PXMuZzQL*RfkeiPWJXG9pHcjj_5;8Cb^#WR zd4s%LH=p7JY2`7xFEzrHW&v$m{pi??>1I18QbWW-4FD%_*ZT1DQ%dVrJ>Z@%0k>EH z&N;zi)7w8LH87m<8W9+w@TJh{8X3sgcL^gc0-NJ_p@YeNP8lk*BCF}F{9;W&q_?0I z&}L05m-^wBSoe7JQ(YWj7Ex1S?M*zDvj^P!?e#w@#Lp|BF^poIbN=WcF9&65Z$?%;~3Q4pP5stIj zDl)9-aU)GYv{qtyyjWiZH1fv-$)R5JLtsXy6`(j2*?WndcI`X;C&RFzP`lE9|JE&o zAhdd&RhPGIn;<+DE{dFf6-tLX~Rxm@Yek>`^H6Cr*47c0JpP z4C$%0z0U$k538yOQU~~YMZk{G?z~D7`oXP{g29i?S$i-%g%R(ZU=fynsmsO6pWNx+ z9suP7CJc~c|N7#6qck?jDq-g`B7$ygeti4Kn(d6SPUJ`^oy_|{fs%Tkn8*2jn)+7) zRh>!v-i4N+lL_)H3fd_*F(WGJrIk@f=!?uC3Is2zA6p*d^%-k@fimV6{j=w8>dgVW zOkC&!(hee}IdF4Rv^IvvzmA%@U_(gZM}Wyf>GHlyLs|`STkVg{=L>G0L*-;muGYtv z1f(DMOYVlkFIY~=Ax2{|1{;wG<~eFB_ss$>{@wYKTi4iPpv8=eNZYu`#YR8)PB$-~ zkLRN;*Kv39etPqA`9*oMwki);?r zQ>qsy)1oEeUiarc51+G@##dY2E>$KfEsf`nU}`<6uIvsxrbGs1!lT2n3^2eE51x!M zG3~x3w8#?P2VJ}i=UgXOv83C}19MB)h0Q+UT&^S0LOti8V3Y?sX_cg7Z3;QB*qse_(mhV-Oe0E zn6uhYps8H^0^PB4>i#c755o4pWkc(K=ucG!;b2KXMg`?!_>IyrWLKu2wwk7@l0R!P75Kr(do}aXL*b z$yepNbsrv@64j;-nxvjx^o(!ToWpv5oF2f~nR(|Xi6K|+KEsz2fVF|8KnYhW{$9Hl zit0Sxwv@Lzsl5;V6IaQ%^Si5XjlBZ>QKX|rcb4r@LddxZk;4Fl{u7>}(NSaKectzp z$t=oko}QLuCGcX)0?}RavDb~rU$)s{xn;x3X*Ce(vnYH>ERUJcZoB@g%GGUsyp)OA zq}%Jm5=o`B!at`5XNHFfQD4lt*>x5#SM`x=n)VzBF8!PjyUasUqtP*)C5M?$s|OD` zwd}xD`|xm{b^r``Ad-5OH&L-2)rD>igAGPLM+vTfZmIetk6I%jx>PCe3$|&H!fe-s zSk3TS@y7s#OIDxkQD~S4T2W9DHQYT{`aP)r%Vz8=ywsy4HmV)sjUjATZ+GF>Z1&d; zq58H4Q*Am!0|-nJh=p`P0%^Yxgqkjazb29ScY z2V=hic|XC3mMXn#bE24M8mpK@qz3vM^GGRp3>e6xFE8EiKgOr%ao{75F6fpHRb!r0 zkA5u1j;78HHN2N|hH4;s4dmaEh~|XOvW0zY*jTQ7H<78qceE+5a+A;+E%+Vg1kgk+ z7pDCKg3xDx7Gv5Oq<|~*vmiP4J1qH;0a@PxMM$;YWA=9X5axmzu_r9FP+YW{xO5D0 z{0`?3w9AL48D1!v7%WQ41=I2k3O>xUVLTUIcllfE&HQ8yte%=%LaWutLw`5ZQVn+c zpM~nj*z(T~WN?oigc(vVP`J%Z785k%Z37UN$w)^4#w~ir8x(w7Ackn_ezDP214R58 zr+85v!9*aLJX8o<-O-geAA!bI^b}?uaDktlG^zp?FqJm*5<%y4GhPi@6Ipy@>!wm7DM7Bm{tFRK zX^S~P5oAy@y2C^eA)a*2znL=}8n5S8aq5Yn3?;hu-xc+SLv%#~ABI{s_ds7of7jV5 z5?lb5??7;Z18Lyk>(}Hue7Jbo8F_kKd(C*ITj8c!gMb9uD`g4<<0M@<&W~N1NN2ui z9HeR^*>xxc$q=qEv)%HXEfX>Cju7~{j4d>PtbULw3>E2f9Tp*5-{U@5{;8fj=n)ig zqak|sx9Ua}R4z2D@2H?ONOhbnB$ffeQSofZj-}pr*Acb8_7smU-KUY%{|yB1oZQZ6 z8|MI3a3&Vzl99@SHNiIw;XY_!3(m$$w?{WUL0(y(1+<>;g@LWK`W7c9XjfMtJ=79l zVmPvHZYmj~WcTi74F3V+!2OBouHJJPg3UDm-WX22(pGcXa((%ZXR}lD?AyA%xLuyL zoSm7dG>t4=R0@x?QIvI&OmF_^=mtt~xUuBIam|?rkF>`7UXs5BjC8Nd2u>eIXMJ0q zWkSICAU^%8)+#0ouPpeNf?$2_BhC)seRUWA6HdJAXg2K4CP1a-aMqwzkyo41lU~9M zMuP;>4HN{<5JoJ`>Xw+Lx|+c9NR|LE*^ePHl>vyD)QWY838Auw)M~j&A2@ z14FQ20YgT5S+MXZ-j$He^t3&NnLGNJh*WdIqw~Xg9Gx@(jw8LzJrz*gkmkXK^?XO) z(H8`V@UEKlpaGv4zSW&CoEW^)+0Y|mPU-i(O&g>d~JG zpB$q+_0FM`Wfn_Kk5O#05fiS4ujbdUNrozS5O&|8X@tedM7FRerZND8$-)w6x8=IF z(2CIYkp%T_#gc-HX&mDg`C63jnHuN9Q_VHN#U5^P_ujq21`)o;5*Ft}-~*ULc2J~W z*&dil4;S1$43FGr2{!3?=e}*b*I)3}2HB>nHcMNSv(%*4eljFa-U{qvv+rH3EUj$T z5~NX)?ORDA4v)Cyl#l_eED1&?DDT%LG{A=d81EORkfpp!mR{Or>lN)-eoZa|z7xdA z-=7)aTH(iP9GI-Xu0Sf0x-$5W)hmzMXZ0u&zP%zpj{|+vdPt=67SUg!x2J23Jq9x~ zmCMoVwZC*d*R%;+kw?1vQNhl9Na~;7Pb`sheydbIZA7r9g^&Ou%L=BUTT1+7!8|7# z|2lgP%BzLa$9a#kPugGj(Ewa1mSr5tiivbAS22xg#Gr1boLBT%^G8AJgp zc|!mE@%uaXi36fzTR-Nn|GJtWEi8gd?~M98qs$Os)H0sSvL#M=D!2$~AFZ7#Sw(Z1 zUCTQ)GEl#@XC~}KLdQbJYXD`;_>s|l77CUK`N{pQ+5brOnP;4vJDvcSi~2Dp2i_LGe60UZ!DVPSgYWCb@c z^`~D)M&6rA1iJN+D}*_O%@;YK-c4lI8V$W;u>yZIBn!aBEP>#FESR&kPf`~;LU05H ztW88>jdz$tR*qIbBwmd&XS*bo6=X5 z2kp=I_X12arA&bhIW|~m%5VuCU_5|+;1P791XAng;&g_T?)!sQm__(51lIjig#{ad%+ zzz5MlcI%Q6{%{Rx)v1NP67H zl?3<~MPGA5jAr<1-lICGGlWD@wQLCM2A71U_tLqj2bYAbQn#0}PPDmC>Ico=u=wV` zbCgQdX}4O~;X2i&Ov3j^bTABxIxWqmLgp(D*1>^zXXhni-Q#(usg^qfOk zIv%`@`z;5(KIlEh>L5j?CnBOGKtY*Fctqs!A98|XGjULc*8e@yla9O6kY&uD|Ank@O!N9*QW}$!jfjcJ-pC5( z&mR~@8B;rR7Yia*R*tlM5C|H8mZbAx3rf#ytwJ}ds;MGb+w64eG5t<%u}K9>5-43i z1}j>5{L-7}*Qvh!lCWaA%CQmfc1%d$D(%&ip10iXL(<|0UzQ(^UYjCgOA^zQ_hMS^ z<+~diL^l(h?Qz+T%g(1&d+heFu~#GZ$|nz0U|;6icfcvxifG#Ir;rKY{6Q3I0E^y5 zH|s&(I2>7E;g`^(?3o!Fj&B*xn>a$-0;cV#*j@|?ZZb9XDD-}wdj|uVJdL9=R(6* zxkyr*u6*>xI}ypAt9@nDYc@Bv`pnn#vC~YmE7z5;iHErLT1EJVEoSD-NLJDCAPiN5 zq()2pwl5wJrO0i!1v1>{e$BLx|LzBh--^nE$y7`T68yv>=3oH$RI@Pmf^W5!B1Sc< zb0qzu1-<&>-H90&g{pVfU0S=}H!~a4ITBOrDk(9#kXCG{(mZe%c!j)MojUznl7}vx zo+f|ys5q1zSa+zg+)=d1dK=E(=I{?B7=e*L{E8{s?bg?0L%o2#16NO9M_@pL6Ig;c zn@z80#=q#U;t>-d(#G^&MMyQtgs&JNQsWY_^qyr_uwUd+zMF1=McVMR0~rm2173Qd zWeM2Rsts>oLfH-;IqI(1k1omy;#aX8-nN(9izb*EMYU+dXL26Is^PcUhpPjL3bAc# za}=Zqy+44_Q=!!R>+u?Et(%Gy_x&A=_%(jAyZE{Qb&d)6q9E2Ut|}K}kQrH+>5G`+ z9k$k)Rmcoboqz&cAw7pq+&!C-Hk%eyT%APU!A6~f*)v%kR!Pmm=j3CpbN2XC5TXWF z;yVZqQ&%KP21lt4M>-V01I?`N*@D|@D}B^tcr0c|S*4I1Eh~y));^&!zDWXe9&Gqwh_P_#les_wl~fREvirsQi(%VEt4-ao1Z%ulRSWr7wXl z-zEb1IOksJ_A5C9*{mAs^FcWwwM4Kj7c71k!pWYM&Y47lp?4x+pOJn4m~n|jlj>&E zJ{Do=go!WK@L#b%KdZ;hDLT?w$*6HeV05HIHdA+k(F#v;6=dS?wVQ7$m653=EQirwFQhnZ`Te{0ze+|6}?3T(>4f2F{R28kGUa{0*&1cTGF6+h@aNtK%2gEF||t_ zeoJt+&TSCHIT_{Bzrs1?NFrQ2*v=~@rFEen|BmpdGUemwTs%;=$Lj9H!1*oYrv?E! zUG=`uB2K6}9r_D}FXjB~Ve9DyAd^T)?So8)&OtqrO+QcvQ4)vXyX%x@&sO2XNg3Ou)!Pn zgq8XGU*Q2a;QDvJ{7Y3I=x*vliPr*1nAL(kog9wQvM1C|b+*3p#T{#bEqNT~SMVVY z=fK};(1Fe;)gFi({k1)U=y^nb>j!osCDbw7d<)4L<7-^+-aSV-kcV@CR_!4gL9FTw zG|sS(efS8t)Q*FPnEjVv{=wHPl`%ic}BaEZ&0T z4kJcPq@FF9Mp`wsoB%A z0c7nlt@tQRM2uJd6E%k9@m8*q4%P`v8QAAlkGV|1EqH?R#wtbnQu%j<^>xDk#UYvG z>>o=N$sb6yGoFo5(7@M2uk;TfR}}52b*xzm>*ku(rA>XgL=bIb$DdqVQnUo)4F`fp zex?1W!y(i4<_P{*T$-h7X$45on{h@AqyUH_OHuDai!ux;{2f=1306IV40Da?QGJje zDn0WFx6|?mB(#lTwGn4p-5mix)D3BbKI$Kcn@t!un}f$}0lTIMT*?XHgPV0~ZM?{I z1&|;)m_t#d_e(?^`@7;Q#*7mHenvhu+8X5*dsGc|G!3iE(9A@^awBspTMyppazfR` zdnb8XYk+q#Y^D_%gVRqDY~}KpZkJb(G4f?nK6&dBhFr9Uzpt`nvh!a8jYdvkI=EfI z?#inh@$g52fTQNf@6R{j;qGbj`I~&U5|8p+$x30#L%j051sKk4Zo-&GdEh?S4$e#H z?r_Fev5;_>0we6sT{K^;Fr<5&F2tG1MuS)+&|5Rb0q1B|ac?Tw;JwJ%w6E7}7OgbU z4f;72b%OyAofnb@R!3ot5)c%XxJT+{lr^qT=#;+uMLeYp0rv&~_J23WAZ8_wfEn{^ zrCld6rPHCBuf!4fhbL7~+l{>H_|Fh!INQS`J0iH}py$v_a-ivqiBQqcC}{jjh`}h# z@yq@J8J%hqnj~`~&eXnu2MUW+%R&D#QLdVo^020gHmCYX@2q1^F$em#fo)HuZqFjP zbS(NGTv70|@DVqFK47GssW*QETV~HCH3ErdlN&RCr~jy@%l^ygifYsKu@GnVJfT~+ zcbpvL?oZ6&yEfw?2iD~utS>?I4i)$Q-D=+cooWU9Y1kWZVU*?9dt*Ry%vf`{PL0@r zF*Mh1e|1fTk#0oMNS)KnwKKM>`7NU;VJ&u*ncA3ylTINZEb9K-oQwsWZl497lE2K1Cn>uoB_Od|)XV)0UOaywCT+ka>T!*NiH8cF*z%!AN0CLn_>w${ z3TH4|+vySTZ|Y>g6Zw`}`WiD-DfXCESYC6VGlr<4!dOz*xi;$rxsx<6W zC#*|M|0Wk-5jT({&lTQkoHu^5^wd(Hv==bu=YvW1fP%uwNDQqvK74pgt<1Qn{+&HB zD6W~$Nj8a!Ckcw4+tNyHVe^Lya&f>WrA(V#BKkPdgfpvffzHhN6;neRfW@~JF~yiv zDNX~Bmj+g^yS1si#iOp~4So@slk6kfY>g8~<^rH14)Ea{%s2j-{l4=*4*4BptL%+I z`-Wm$NiLp2)?Op6MGKf-KBij^idfmSTFcH|SGZ6b$t~tFkIKA>fka51bKNnpRfNvt z(>byOlLyR1I2l7m@uqJ%j8p1*Y&|>~n95E|r1T$WzDS|=-8%G~*2vs?kFGNn>ut9)z>kR&ItMigxZT(I4ryCGEP4P68O5dyt<9_pn$&p#jO0-Wel4CtJ00r$V<(b` z>wR2m&{2l$^37W}gH<~ny1#wbAW*sj{60wGRIqEDE#%oRlnd5nlgVFI zX%1@=Y`Vh!6oK->e`vX(CPU=F*|A)}TauDki*~}F7$0KmhSIkCP;N9vw$1@CPFEjC zR82SMzc_f8Fwg$K_yhYO_&rKLY+n{r%V#kNf`?JzTP0s$P59AszwGkXq=`vd%4(6< z&cIA-a*JQ`Ag`lYAT`F{TIZ`XUbjj6MWs~dnzZ4*evm1p;&2K^h{Z*&-fnSYP@D+ZP^hR=*!K`EM37|lU}8hM`NgrkGQF& zWrt>lM&jz&8a4P=prtQik`Dk4Uyb7bPARy!T0M!OGWkGRxS3ip^r2|E{=2cXil#yN z5K*&m|Nq8|nTVN#i}U~5Fcu&?T4^Pc||{+83HS~^kBY&83%@%pMP*-A|5WSe@aSFNJhIj`6SkPV^izL$5yaF@?_!#dd$Ql=r&DNLApRcO_)&teldVaA6@ZNzF zi7>;t1tY+T5Q749m@LQ)UT$KMq-o!bbASJUoK2kp+xYnWkpZ-U4qf%dBC#T&<%0!k z2V4`dW(L>*<1n#8Vcq=b6Q6-q?>Tt;5zQ?xr+}NB4uLoWn$SwjLE41()PP*;P}k07Ab%>^G2n3gOVEeTOsUW95@nkAb)c zu>uP!Jnn`9h_or!3I)c%!Ro;?_;J1zd7y~sOCW&w+}_jya%Qne-fgH+s6#LAaecdn z1aX=$Rt&(6ji4g?a#+2WNx@u!(*(2I_;0HYw)srzWv766a4;*o`%ZXgbMJf%w1Yjk z)TFP;6UE^BxG5AkNQe4|2ZuW+;64PPx~vTJJ9iL(th@Iep;XK6!6-o&-?iZjP}C?# z-wqP&-63LVDe4$FoIfv5P&eOi^_zWg{|E$ASb9HjiGef}+F{;VoKf9y-kal3EE1wL;0z3$!2DUCWgmf$_S2$p=|-vs>BYg zl>(NJr8<|d1M9;12CC_(N3ZCQXTuX80v)6Dtc{*sf3peN-%DYRp4y!51R&mVg9y_u zdN1PxGyA6i_Jq8coIposP)?&Bct4~EARY~THRarE*NASQ{&WghU-RI1YmJIUgpUJ1;Do5$ zKd}66kiVEdaK|5rCgzYpd_Vrbu7EeQnb_F4#dl+C0?J3iuTefIh|Yj%rW12RGZ3K_ zS0Q|Lb|bQyDQ)AxG4XPB`}K@bnCQ7ZP^F}i%X^$#R!p>sqSMdyqL`}Alwtgu2DKA8 zKF&*OoGos~bm}5^I%*kXb3%q(8A=bm{}KtKR-&T|vZ$m-OkM<{vP7|iCqRBwx;BEv zoPl?D`Q>Nko|Lo#$uue9R>9V?vT|a%gv3PY_hA-K*RqR-bJS(@nd}Q^r+WadBE&xR z#JLJgpzbQxea$kLwFqHYn#1Qfzv#zgCzuVsa#){ZF<7W1Ik#eEbJ|1h?*xO}y8P%P zTS`CXHYXvKezAN{g))Er2H?*+XHk*#)qXvTWK+1&=f0zCsCBO>QSL>0QZK$?Pdd8P zeUqmI*ZzWJCnG$`W~b77%+z0gHjRE?!w!3+>$FDU$n2lAej*-k-bU-?Jnv zZ@`wC#_u89&8Vu-{Q^(6u^J9+FjqI)GuSrE!>8@CAL+E3Q7R&f=HHsy&eU6!3-c@p z)KVy@`{AybYj|}|vzhpU{BoiUp@C~M)O%t5U5elAmcU^h8Nkyullm!JxOX!Bp#KTj z?CU@yTcy+B*^Frq)oL*U0eu*l`M_-PGkS-8Zk$0zenXNxmY=HL|70xtyJ(qRs=eDu zO6^T&;qwd2_TG2P-)`YCHYik!!@9dda5C|fYTKqnw>sm&l!!5jq4LZ~S^opErXxVy z?4zk_C1TXo9)RqzRZGWwr(7M*o*DFLk>J~Xe|4Kd`ATON1C+n1X&eoVqAiDby}gKE z_HnMonc>K$(bSO(JU>Xw%^(RmurS3bMaY_*N=)z%x$$D?{&<@=3y-3ZYVqyKI8MIW zf@n&%tN|0$e7bcJQ@|YO-d31fb1|Y{gqT1Uf+aM+6hc#P{x1T&Z(d_lzQ*-Y1Qk6cP#&^3S8ph@O zvRN7R811Co zHo4st3!vVcgNX7UHD@>s9(bYC$^wh4M)w<*QQT}=)2o`p%3D{&Jt(@jWqO4?vFUCC zruKXAZFb42co$2VcHScVMF(c1{9{HT?bW}i(&*eY2tt0eDI`~H-ga=rZ>u4XI5OIL z`_93SQN6A6p9_VFdOKva;jlRI!4Ji+=q!=120R)ECz|_f$1(X+p6%Q6niLU+Lv7n5 zYUO%E9tRJ!V(y%Pw>xmX#r$|*5l zXdv1Q7M%Bcl|J{-drT{P@Zh8?E9%l1LTYat;TM+Q%{1%#SpIA;M#d|1fiQwBkEu4C z0W{F6+{}Kue$NS@jB0odn{`t<#>0QM{`aa)%Q~kTq)Ftf zF|7LY-_{xG=&sGr6EXmYp6LZbQ&)m!3bfSBmh#8SLLc6_LafbYmlR&K(iA1)4zRz+*Bi7aMVD{p_W;jWCYbefXNBfCdpb9 zQ?sTuQCtxXf1hv=5mYDnmmUdkG9^sccS~Pz8Y2GYoW?yjXN^f>5%^}TPR4m2g_Y324);-e4rm&{-R%UEjp z$#expRk9k#vqNdqhzeWy;wbE~`KderpY9M`V3maw1B$AZQyu#s@b%NMdy-N+ zw3RhSZ|?n0%ykrqg{eaGAvm+E=UV{lMcZt?ydcD#@IrQZ4uMnYKizs8=S|F5;uq}@ zUz!D}*sF1~D3|{dfa`!6vWYpx#%H&U%8_Mz+(9SAOb#zBfQH9{WTJ#xZQUe0j{FrZ zk%`HZgr ze*3~;d)wP4b|`egDI+6eA%Eudie=y7F?F(tUs8%BvU87|Oif#znHGa%3qpcU`cQV=2ZIs*m+%{_j^-M9_0dyTkIz%sK-ZkR2wiS?wF%eq$ z(RQ5l<-biV9h4h8r;Couj$9NIo5f)Dyn4LMaqo|}84@SD6Cf&Cmi(ersQ2W$FO~S1 z)Qno;Whju{2q8_TNkh7b|oG zA0D@jd0TIL{HvTW!#UWrlr<5)4-eT~h@p6$U63Y#=xeb5CuiM4t{T*dT9V7PZ~Nng z>AehdC3JJQQOr1EAuWZ@U5cQz>7Or|4Pl;Iz^aqIJbeCl1SrjjU4AM}R9b3Gi%7n{ zZ@W@ofDW*}>TaOPno{FJ+q%MzWYPWS{k0z_fwA3d%e`VY(zl<&{O46tv_h|9`|>KE zSJp+e8Wd0Mxyn{bSCEM%33Ei>_*pB{M1W3rKN`ON%Px`vAYm#}WiN zql1kGT^LB1-Hw7~k_Q4NE`Hda5%tO#px4RhFM0Wj+xui&C(^lQL;_@*O0qyb7>qUhLlVf9US2dVcseiFyt^yv_}mL9nR3 z2FSXbOtd}nGl(=wSv^h7Q!>|=9oaG@qf&k`43MCLYCe_kPV=B_Tm|#6f^|-LK`ix8 zu*xuLeeDynX3`(g-e5RTO{+4IQ5&94A7QrsYYVUEjf0-Rp6CORJfA&oPKRSe^l)%D z9p3Ar<39V$igG?wq&a6h^sHDBdVEkB#_L}yIhG4U?cwtK6365OGU88EYCIroy`2?s z3FWh5N9&`WtODuCqwn`|KT^c2-Jg#66e07Y5YTw=eF(piCn!`y!1sEX-sRm}$z?oD z=!~^gY9ysz>S}?dfP05^z&3Pni2VR@oC`SbCp$RMOAPJLb8eS+vb>BLM!%biaIM239m~{^}X(Va{5a$!vcr^LkUeY4Ou`IeS>3 zJC4m4o|5|eVut|raOqavl}EC}+0Smp*wkoddZCE5SOI4`mj8`)3;u^NOO@M$8eef8 z$flWR5I1n}Nl1w!=je!5?=tqNgv-3VbSJ!3L8&mLT7OzDk|{xFWqFcpcR50aWm>js z8K;tVNy>x~?QPXB$2rYK6_i;dzvPCdGJEnw4heZyW&I||u~RucVXND~ixT^fy=pt0 z{de#vnYa2fb~qEBNzT_2$8qQgYJF!PD=CUG83~ZxK-i`tO5AvX&1)F%EfQ;at|&cX z*SeWi3{T-vQ=2fVrSK$L_-8(w{`HQsSjpvV%-J8Sm7-h#7YSVib^__A^2!D*84gb4 zV`RzRYc$m2#mVBEvyxDYrdKpW;HQ1NRvQN5-_a=ePzvs7zj;~a$#Dq!?Y=zF-*f?8 zXqdq1BWqbdoOXthic%@=!D*?Vrw%$Btw841r>qpa;jDK8r^kDA|CI)$?Nsl|zs{QF zg8KN2qL&UG!S0!K;zX8#fnTFn6(?x%ygLYt$wVyNgwo!!HCJwps6BY^jXMZg*8Zk_ z<%jHA8HIGWdQW`kO!=AxGa>3CuOgLEvB?1Gw}|f#vi?3pTKAxT!Csc2!doF1x4ZfR zK6;e@rYcSrT3^i5g+{JAeukfs*7+`UMdy74Z^&)H;%djRF1y6WEIdOpWyWC7L!th?P==?o30a)NK?agFO8dASVKF zFikcw@F|*zMl`&&*OG9E`afg+B4;zJrMpN=TeWfEr7MA!a%XnT|__bq}EzTN;p1f7Hm; z1bA@0&H#nZewTq?JpAVPhd!zn*0hxePj4eukcXBf2FyKl5 zhp)nbf9@IFtQ^ZZD($~J%B*Gp1*+XsUdRj+1B1~Kc-a0_1#K z%9fW1y#;(@!B;xpzfOVfyt*0{$`z;%+XPP!YCSfkMFf}T-(x!*SU#g9Qw0stzD!$2 z#OQbal5tFFaul`u2(`dE2hkFnw;SrBowIl;wo%5f&dDN!+&`3Z_>@s15xMa zpa-z{3_3J5oHc*KN&jUyyvH@i5bx5C8#wkQ)fmx6KwA&6+)obs2Zupmih#s`|7Pv- ztNlIOh`g{(sJGI|q6xmTsKg9IlErsqqU2cM7UBLL{my!HW(x;6$`4V>>Otaw9f&S_ z%6x0Crb))h@7|tJLVqKN%l|llQ4SaJk$kSvlp|ZYE|N#gOUKYv2i=T@^P&ugY5d@6 zNBJbMbo4`*sP~r;cit<#Q51t*j5N=0!DodE!5#nTYS(3A) zu){J?n({5axI1wC3OMHfm2=_z)t%^$|SEW+w7Xy%FPBBb;yl%(XR3GL-D&|Qch(~clxt-_J-NW5l;e9KNKmmzQiBOml0d{7KOe<5JNJZAI zqemPDh)SaVIFrSX-CvLU=O z^5n!zOz2SyqKVGGbL?Szf7%8(LAcF|ycGD+@ZMZzJ(v*PFTwaAqBg}{-9KtEj`I3> zp5_ABs4D@;)#3lP&0(lQR|4|{u@`%;nO#faL5w2GQdSY{0i$^Cmq69b!-+>PQf2eo3aVw_> zCy_MIXXZl_0Q0NO!(_ z`iD+1hAZq?ZLib2Zzzgpy}6oCE|q6bAuP6>=xb!Zp!3BXLuU9NWJ@*z_m~G$_^o@D z@=!d5*$@PT>ZGSwauDaYiVMyUsWL#IB{NFJUdxuJiGZVPrw^K3vSI<8>llddBG6D) z(n05oO$nA`(7%w?-AuAenJs(``KMWB4EK`q7EiB3M^tfvpqhcLa6Qk1B7BH(3=~6b zLG&Qfn`LSD6*y3qogr`;Al;gE6a5qE0n!}F(#?Cz0~woU#bhHmE4Rs*1c4dDnP>u) zyci@X_1x&dR%jksva2)I2Q#a_csH@?iXeklg-R(YJYzY-3N3MAp;WVTu7A(Lx z?ezY}1#92?toQZ|Ror z?npVr=9Llv+40UuO_7aIWonDTdQkkbBAL;&%Z~>_-}DgtFx)$^G*S7faihqU^5#P$ z&;hk#>!1~@QTvld44~PFu!EoUuPBFLF_K154Lxcf%IPFjMS^`-^#6d-QinkP{X;k! zaWcfI>^{(s;#T8x$JHO1JGGxOE)0nw!Dhh4VTggkkS@V!by$aET;dF-^BtGzPgTE{UaTaEZm&7{{B8_=WRfWJr-r=NYTHvKXB zs`UC>rx`V=SixD|YgvD&&8G@MGB)ZJ5>9?*K;lpJ7-dQn>@~tjU>?%yT11XMX$$Mh zeh_O!^1jnTZB*OcJR3d>Q<^cmfq@`jUQ)^Rxpkwwsr4b((#z7Q$=0FCZ^+s}%e@H4 zVA*ys{aUH&W&lW%Znovn%q3;q2#$~4mG!VSaeWqxYR;%!ijFA_eCbvbG(SBxJNi{e zn-+B)&6$G*E7B|LJ7Pfg>+pRp|2#YH$K$Ak@2>fJU&2c(1-P72jH469KD7u7vqN<1 z-9zE)lL?BUgAZ>Mz3>q;DFK@Qv9G{kvrOEo5nVK=$jvF#6ImZUfxxANnuI{XPwV;u$Shj<8FYY);;D)v?!5Q-uADVk0OmU&BxHq zd_T0vP}XUqqTFeOy{_!ahId$c*X1NzwzGnoRwUOlqJX-JlW#mfI1)SgX?fb*+T(`I zV<=%sZ+nYWl{|j9u{PoRDl_DZj`jnla@QFa&_NwkyTK-;kHoy6_E1Qbj9&Q?W#{+K z-){<0&U72H$&)!;cN?-st3V!WI^5{@OH>8B%$>3rRy>lud%o0Ir~9~h6aI~ecUl{j>R*K5lsna|WYclnjlIfBe) z{}syGgF$>;Curiin%HRr0en9}1Gg>X6ShRJxRIG50x#nf9S`QEvtjvV3z@qr0_yFH z`KkkDkyQ6!9nvJ)8lTtP!BkE?cCKV!mLt%)>w<=!?mot;CAQ!873}0r=IqNrunNTz zC)ziBjRk62CBfU?+c*eaKGunL%}>m#5({NKMXa3@AJZ3`W)A=Qv~xGx&MnD%~88{oCyk#65KoA+&>=-@b|w` zspK32jWmimuO;8KI4U1fP5PMuZxhRsGrmtPSx@x@D~rPA6XmqyDjbR!6uu@-T|wzl zU7S5rBMiIze@RWrkZ^JN&B}JC zc$=9KwU*nln%H%r#lDxR2|6e+Idh)KXmn_FXHeGMqk`tT$dpz6=7amd&+z4wz+tmr zZFNz~sfxzFx^|a>>0QJEZoj2_H0o8t`2BFI%*djd80*qZuj73DCJdlV_ca70s@?(B)Pn)OR66 z)c#6!QFnypyRIm5?_}f$;1wfU-itTBE7&p_7r(Q-dRxrSPG4-S_6m-gG+PVQ8Li4i z2>dgto4zL1`_SHF8(?wbT6~sZ@5FKbrpS>@&V&g#17*U4gIPk^`r#IKejn+0@Tvo` z>;;go8`h7V;~S)_@A2;taye1j$I#(?ss*5XQ9=}cymR~>FBf}&rQctBAtJR8T6)J2 zr3;Gm2F$S?@SXK4zU{$(-G2*o)mYDVQ|z*brQD%hu!%B`STO$3{!>@>S+(pP;7lgn z#~-DwOG1|$6?3kxS#QW-s%()tt{V;BF#h6~Vpv~$AGDZvj}vhuSPq8A&(4INVtc@lK#L-xv7zqA#rI)mSxNLuirY^)%z2GEAv&4bszvLnI$y%hBWXqmL zWRdz3I`;~5xwAWmTdwIR+NTh8D8~EtPcLFeoP%x%2sNgL9PYoWA$``|d19K~nlcgq z>ft^OV!04Qn-h`s(+(T*nl;QrEvgpsMlE;de+>0!QHGoXKc07{M^W1^RXV5;81O#F z9|mq^KN2VOdnmQ5=!G=4m#pN6WO$qDB!bK7Fh-#FYbKvQ<*Pldejpj( zKC$R8o$w|}(_98t@i(!$lf@_elNFdMD4w?WndlrN(PY+7+SR0rE&8JWTh8ITOw}Kb z*EH-4a9jSzt>7vUm=|xgz7vii3BR8qpnbv1fd!Z`ejg^u%4<~Pb>yIJYA}T0GN8ak zQM=}Bqt`e0t4nhJLmY9Pnh^bDLUfBKoGU5& zCI?jNxr+9=x{RJvD*lsAatIHo^YK=2fCqlabBqipn9~FM}{g51~3v7_HcR zd8~bob?`UE7ah5b^ixI4jgVR@aHtkoQx@kxT)7VCs|-Z+F`;v*G|;&QA;;`=)^OTo z2xv@xLO4X-Ey$s(Jl@l!c99aH2c7!*TuCPYOc=G~6IveLagF@tI!zo{_O?3TAKR9w z;65hFXsk2+a~4LQtSyx0-;;|VjdOd*=>`L)qyc1CTJMKx7IfDgh60!I_LPeAMmNl! zs)uhQ1k7`qr+&w2BZtj8d7D0^*ynOv_&>2;&H0WEw`@3`@v$qFlFWJV$@_9#o+Zu! zt_3h!2~ecJZLj`}kJaHov;kG@wnd)PIF7@fWKX?pTtMqUoZ~pFQ>&n3Q zwJY62V`!ziH`r46>et*av&9HbsPb!`TT4gfrO-HAH?8sOi*TH}brJvP5##a@z+z+G zzL=jBRHK1Mxwpjmz|R=D_sa%QS|Q+HPlAav*@LXO~VR6C}x!QHof1w z(u5*WX4*Z1 zN>^;g%M37JV5Jt;OeX?b`3<|wHMl>&2uGi`h2kUb(Fv2+G+D9(R%x`m#glQ7-@UAJCv%OZX--;Ss!6=Km`L~NTK7OASVRFG3QLfzl$-##?kYHA?xIa0ya@KherX=2RY}S%OvrsDoU8fJc zK0YSe)D`Ao^07XqF1U+zGh|fbJRDpHgG{!IxK#$hHwci!OoA+_9@Y)FI#e7_oZT$E zb^9MnHeiZ`pbvajuY~RVFPJ1I}u!F=~ zCuvIV3-LWI)Ck2;5MHEDreb$8NRH_Tx3m>=Prs{Y0bs4@1@n?0A`#<>@~X-KD*>B+Jav>2dg^#p(|QG3XgqdqA}N*Ic~?s51beL z*a1=2(qTZF!6+*UhRpm!W5v9ESXI5@)%+L>Y%C^N)-e1_mutCoEKhWj8#!GK@y74^ zeY)Kua_g$QB2G5#=i6}3M0w3$@!%X%_BP#~hSr?p?byBTV0B5*N9VgXf!vGU*WF}~ z-$9}xe0mharzz23%u@avD``$!r{_QXm#nQC_zrN$2D{ZF900u3-IW$UR_}qdsPJ#_ zXmiNo{{=l$a&!DYKIwm0GdmmC|HYcQnAlnW7u5{G&BV#|zoRXUkgAE=cpSfEU_xES zW(h=7*r>L$z~Pw&;hA0BW!z!o=eLNVmBCQwWdaiYhzW?!Ja(L?-@mPWcG8=&*H(1j zqtCY=7Om1R;**)2Yw_V>&3`yKz5A#ft3g)3r2p@at-}s=vFegEBV`D)!?A`qe!B=sNK>fiIg&pu}2L_@r ziM{+NCc(ghy}oE65=s&9uc#)+POq+}L7g1-{J6Cvm>U4lO%ew@Kd4p6iwme`hz}a< zTrek)@3Khn1j1ZXaK~5Dl|aqDE#YZ{-hf_0BhcV>zCW!Z^nKHQArqkKcQPPql1vXV zb@N2v9KHHopdj3S-w4ks&ox5GC-&yCL6DPuC=icN44rYu7Q;YWYb@L<54MwV=a3xON_(g@4!>F0CN#I&MD zaCQI@-D61Yxl8!V6+ln8el_-LUhk%u%Dec^XaMs69CCKVPfAGD=A9@AJ8+(BKCgmj$Oy6EIm9+OP54x6d5ccCH z>2vHUPwsnc^^y^c>9Yxc(hvBd@|V9B6W-u0<4{7!TL%+~ zX!o0S3F!FvX8zDf{Kgym<|N_P@Os~|D&Befj=?x+IBAO1rvbiCsE50(aSz=ON>&-W+^gA+1RZ4oYno#A~53vjsJqdr9l z23gUkL)^2S{DYC9`g@N5A|+^R;C=6|cS4XRc4DBu4~V(Nf)cD;=(&##((0uHE(th^ z1VIij;O_>#u|L80!T*30VJ@Ox+-9tS$Rkq0f9-<(DP6-dfOH=IU^gQH1))3vQcjRi z!5p+cus+9Q7Ve0Up?4v^!S6u1NWT62LFC_i_P|rP^1l6$x@!R;JCKqC!Cg_R6hO!q zgz|&vhNOPO{-tJ~UMDMy$n!p<4$0>g>Fe{$uaD3GZt@i;HApJdR#$37Jc_K1_x&i9 z>df#hh>-LBcODE+r@q^~3%e4)O6ethTeay;q&Pj;tSvr%`t$kxBJ5d$UoC+08izM& zlhc~!{w3|5b?}tz+8H(-XA?8fdrP&w{48pabv>!%=QaR|BSq0kIY%w z^21EM=ZY{K`14phuv|gE!uhicwAstvzMi}%kWKOKfX6JO4EU&h?dpCabCBLkJo8P3 z;J#6k)WMjE6T52o>?Z;kd0VNpb!f# zHI}dr`g4?!L^HRNZ$+KzW%L0q!NWJs`%94Bz-Cqj~9j zw;`|qV2k(2_nT0{Cdxt@A~szcVzoM%3K-edFj-xvAZzb+Mur)g8q z>P9Ao(y#N^Kj}QiEI#&m((ucFG>yrO|1HRwl<3flL|PW*D8oGDv0I?T8tZ!X56Gi5 zBL&Ii`&bo&NiLKz3syPnb0Tw4dMbH7TjZv&3{C`98(srA8uAfe$%H1#ROWEzr>DhfI(04 zm5gB@#o~{b(q*cp(+Lu44_n)#g>Jz2Rc5qQrhHQnP{wouOobx9VcsD$v{hq8O+@vD zDL&>3@eQ=`XrYndfX{C&x8e;AA(U96a>hTiL(Yf@t@Vwj9E~#ZAr3#Ag)#NrC|&FZ zTzQe2%^fV2C<)km_>Sg6-&ddNtaQ4UXuFInO*q$CTy3q5!7z>$q|np16e~WyUJYG- z1S$KN8OxjjT|-H(Z-@7rgI>yEt_3A^%M^a^%&?lDC)MXNv8GZ^#_0E%;mS8@rW3}eG>K22#Y)4go2btcS$F&-Tj6HYQ^PnN`8T;58FtGwAbn z9~*3~{I;6X0n=u=nH<&YRS#Dcj?3-TGzA2^s7TB*$&3UQ(p^BaB=Tu|FX-=fS8O|8 ze9^*IvtOej&b5JCbv3ixUk_9!nhlYE6f$4Q3E7`s3_~paP1y22)|dmMnktgo&3hK} z?DfjP7^G9c*U2pJnVk-KGz0#cTCL?@m#f@{p)kHFF#4PVA8Z2o5eWsZs;eol{F|1P510Ly$hgeNv z#s(d*xxcm1Ox{x%`+rI8DK;Dt#SuPJbGA5vz{YCB9ThFFm4t|eTwLQE^LWy?#9lc< zudSSx`>R>eyPOl{ICrOt2P66>F61rn&K3X1wk&r+o^i|Wie?&*NEbb(sX!HF-Es42 zJevNkBU$%f!oTJtLc-|ePQ=74SWJU&aMVir1`>U!p-s7`=1PIQlP|RkwUZK3+OIxf z#*Ln;Ri(bE#zh0`DOP6P&zSJNWLDNkGHdjHted;`TP-zlb$$z`QlXy@pyK5<2S%<{)92 z+?*j)8jc3G^9_ZWXCi0s$V*0Xa)KVfAPEjw)aQA<9W3+zTD8}0te-bdT(S9$`s7Qu z)7{Q1ZY=+A&IXbBv}O32(Oxsm^JFa|p?`jT#>I&u%Q64I%>+$4rCigSixE0GLt=02kT2AuAyK^w3`!Rxb$-#(VB&MiJ zdb)#|WIhj14?|jxB^A=D*mhRyLNhGV1?`1p$Y_4kz6DF_E&7^|4AcF-Nwl&u_;Yvb z7SK`V!b(#nlX-KP{9l8ziyY*y(i!~oh4gB_8HYfvKm{z>r9Gj=Xna<3$JYvzU$}l?I%BDqfDcu`Lg5Wcxz=YJpC_4>GU}K~ z*e>nywg~slB_RM1cc`0wt$KTNjD?1{r5_Bgnt6rc>o9iIRF#eOFlTGRuX~#mzj*wu zJfm5b11bJ6OqkO5g>T#8A@Pu8T*X?(t`K_3n$&0>`4=L8>t~r3H=MPP^kHAy1)As3 zjrKPV_gU&JLm=cY$H+J^QM+=a?#c_R->NHu?oUaWL5IyiwvUir!~83%m)`2oyWzbavkHQNFQJZ+h9nfpSKbd=B}Kf@;UlZV20iF%srq%kJW^Glz5u zQp2YmX9eTbf_89%L?34K75H6$70*3uvQJ9Uqz*@k4X6$qLrV}7zJ0wGN)y6SOD1jM z&muY?9+*e~MYZipsLi)Uttsc~u_5lBE-{7SrCG-gX(n!dVeayNA-?yM1&!hC3$Eka z{oNmf1vyma0*jZ$mG zSHEExSrdz@Mm(C56F1jk7Lt&=@AE1AZx`aPl6%k1=-J%>-uR`W0j1_C{$MjaT z>p^q^^n$~0`1&RdXxY4p*;zyjzqIjs@6yC+dbSB_ED^M&pW#+$Vu|T>Ok0PkzmZ+R zO2|rMuVD695)J$zeci=alwAj;75q9x2M71Y z;9?MvRz$q_++$z_>4;x3{c{p~A+-k9799=)c-7k>%bNfh;gpfnYQfUQQq-9olB>J8#lbVWhR>5kqs9!akp&%9ez*|R= zUdnzi>$~nyAn_JhJEX&);;7o;S&kDO2UbU&tL7VrM~Sg?F1{*{KFe7pu_J7rCv9rfwY23~ zIh6<+)u>fU%}qNR1;Nz`pQ-s`z{qCp=3xytS^ST4u;7fSuc&4P;}0*}W$TL*f1DtK zG?5)gp2pKAs(`Jb7;HT*HRi-=E}|A+%v-u&9?lz_pcMDOdeLyLGTR7gFB4l1=ycG^sGG8h;>)$0J_M6E zlBg|IU0y_I>oCjta9Ty7)IJXPU|uFiYMfx`9v^E2GR~O>w?6ROrltkAh({xcE6Xlu zTT|E--!}8FnP@~aY6zU`0M7uf>P^fb4*#{FaL2l$slHJV)2g7qU_kG|$t3CBBD@aAg6_ipn<-%pH1&# z@zv%&vx_+Nbl9c$&=x+aHto6e&uy1#%M<%L9j>S^-hRPU(L%#1Z=^?FijVyIrXa(b zJF=f8<`5`BvLuV#@1Vl@jB7TAmre8*lNw?k{jwUZW=3s1EAdQa2eh2MeEYrwd(~4& zm#%pEc|@B}D=(xbpz1M;M}z~Z`M`+Xi%J1^*J*N`s@FGanMVcO%QLf542p5BWy}HB$?4>B)w!OSaW2Kk<-vC*NpV-t46Cd zR|s1EoFnP4bNZWaa&4s$ybp8&gi)7iQ7!My=0*2+Y|3Mgi(SWt=@NzwT+%;NN^oeg zX1wn4UC8PH^ksur!{5pMoaaeeg**{Za9bCR;zM#X{d^pHHQq0q#!oNZm3{$eO<^%? zr4H$Yb8DUGLFzM!mq_>&aI#$MlSIJz;r6s`wnyol`2N0jxESHq;n?s|H@gCOqtJznub zTj&;Y*FELxKZGW}bLR^QWC7gw{d9p@8zuO_IoUQ&*$yCx$vYMQMSG@^f8!xNivjXRy~uS;J@gW7RB(8L#*{b#hR)ERoIpTv zH}(U0_|y}DiFVV&B%*YnA$zCr+Tqu^%m!|eN%LZ5`0t;u>KEvAk<#2WmhLqyld|5k zs>LiaE@Ja$=6Po>D57W>WKw$ly>vab8B}q=?^~W?=!L(h9%UqqH7X4~34N?9dvXly zD${|l@%*=txGROr0kg%^A}C?0P(qKZ$8A-erHfLy&b|~$t6uuD1W==H4R+H?6tblXI8)7Z^2LSGV01-bSXyF2rr~}u|Z8e zTWoVsuE%+FiD*zb-2kfMSsg~iP=FMYs7>pD(}y%%Hr_~ww40>_(GXJ(0j4Aw+XMwn z2V=US$Z)^@UNKZo|2RB2`X| z3)OHjpG}xkLBOq^-q7=lB?{)@g?WC~RgxGR-EmMN!}Q@md})N6n8@tqXx>@NE%UNG z_jz*jp7Bl5U8^=KS14_l^SB_tI6}_^1#^nQ+HsFM&3%%M8*QlR=g+_l^A~AAfY052 zNrcM=9JhJ;@Ai)Up)=?o^SbCpbm>-1BjhG=HFTdMRX(&49tSnUp#od#m@z0A1&(cI z2rbNHM0Ov$$QEmE9JK&YWAkk5WoIp;eM9R&Rj=_God_NV-SeIeTUSBn){RV+?iiPq~lTXDV=KBHRWzxm_%{+JQc zx3{0l$*rm^iNCoowR5T~VlFgzTu)IZjg|?_+H&M0(@(D2p11J3)KZu!#yqbnNlr!* ze>s~oc~oSHj;Nd<6?Q5Lwm`@=}fx|2H>BQ~TMH}IoYJ*|)`wcN!5de>5OXu~{X z#X0pzQaD!bxRz->8LJ^jg3|qDJC|0cP@l+67gww}JMQ_Sq(ipWbtLQ;F>(r6Qn$iA zBE(iqqv*O~=YstE+*6 z?Xk~cU|sS>p0Ccht8P)EM;oImE2uVfc508Y%*dA8WmQ3D?c}zA!2V@Kw4QD44% z_uS>8Lf>`7uQ3>yf<)m=(x$=iCZHzx{E^*wU01J+jw0&D#@WtpTSFFT#uC~68!Z!> zu9#X(hah|k**rXsGziB)KgQ2we*x*(3a`YNyz@x0KC`$@a7uT1xX?|Z1jge$bK}t= zqb>)5Q#|3Ge>ti6%ZZ7#V=`(=gAPOXq}ox%S8{W}L3avJmz!yk?NPXw`zdwW(f`}F za{#f~F4#SM*A&TFojt3Wt9xaxa;j4ANAt5PzleVw?)zU|Ywc(*Jv+DRqvwELN6B=* zS%&PCnAuu3wOZ|^CEa@~yMd`XwoGIlJ)eCWQ!pJWq@=n0P4GuYS8r<56?d+C4E32m z3Ri}tmv4l?LIVs=Y~e5e80oDftBhjKu~NrM=9&@dIxVeuPtW0@4h7T}0oK@pxw@`A zR6E9lHcXK_ZY`o)FSbjI8&55KQVR61e+@lEyOksW*Rt%GIg*k+p`H-ApPTA~Ib#%m z3^1}tFfPO_v**o7r-{$@B4wDF!bk7d{n*$($K$iX-uKOkno~Q<5jXM*?&u9~Zi~1; z(RW6tBQjZ4`i_I8OqPa&{YH2e`3Y&)JO_gHKetxIlC~ncqIrGXql}|oA75tFr+32N zvA|)0vNRp%N9aJN#(Yh11eJuC2a!E=N9aMw&oTstnltHUl^FzJ0m~w zbA`mg1i{?_9`kd#Y8UN4vazfL+<~E74dnxx>lEO!z zL$x>2%0tX{Q;|3?tgL})(k=BO?fwl%mO%dnSN!i)>E6=gg*@E0z)Uf2jj7=HicKI{ zqb&SWPQmD~uf0%Hhzjj*G5u5s13FPbxt?5RB_Q>ai9{l#F9W1ctWPPe!xJL1ynNb> zO9mcJI*RF|nKA41-sZp|PARaNznveT#8C+`C7D^gJ1b$~Hnny^_BRk+tH@WyW9hBl zVWxQW9Tlb>V=1v*Ybn0TeFW`(beEdcij zYYDj>o?3$(-bFnFlg)^G&XQ*U&@r^ghQ{$(DI+ZzZf0s~9dxT9^mioBO%MWMBoFRo z`uJ35f@UP)3Ll4O0_B7{I*c#kwcak(7Q`c=qJ9gpS&7yzkLmTl{N>QFm?Jwe5-i1r z;_~!3BSmG+s>0vBJ~#-mI19J&UIHGvX60tI*n^>YN@8DqYF?`PD8!oTOIkY*qZrHd zH)(u?w;Go64R}{oGtwR$^@0GV$6vGO?Gh|0S*eR3l_$cF=b?d3vx8yGL>Dv}tDF-i z>?6h9V217{PUbTjVA*);-e+hd(w~a?ai{)se$kT$ICrJGpoT4Ly|-YC53G~23zO{c zi=_T#QX|OylXG&}X2H*w((!DPcw<{K7;%WpT}mbs9(notAQ^^ap-?buMTneG9PW2NMqSBh@UGudqnq6mN-9_@eKL! z%XbgaB~`5Xj7{TFh-kkyAnd`Xb7>mAAFYI!G$#X!dc_ZJn2(@Mhx<$M4du!lP@Yw@ z>01U}S=WcSam$PLaHtyQXBOQ*oLNJ|PeY6i@Q37@d@c9U_F;EPPlel6y}7)Qcg z9mBzlbu7>Q>YGlHb@j?j!FTCrhWcN|bLA=4=OnR9RGnOzpFwTkbe9214f^DC)`tWZoK4kv&_Zk-| zZ`rYQWlB$6V*ePpDW=`KOrL**cg+u@{U(*SD?)_WnZ0paEPP-=AxE%%w%>gk5KdYo26z5f|N6jbK_}eE79J$Fz>kI)}m}vqzT0 zDr}Qe<{EV9Gvo7+DQW++Q;9NT{Lqo4JjJN2GG}J_M@fD+7j%fCx0i}f}x9yj_W4^_z3Kn<;9 z(I2gb2s3ox*{5aW*Sb2y{6vQGsC(@OY_=klLNZ#*E>-1M;O=C^NMwfkxTkrJZWw*G zeyUPL4OR$}&iQ6l-s4M_o9Nz$(cMyGr~Y|P*7I`zpe9^7^RC{_pyJ<=<4o-2cN1I; zZn|4&MY^a|!n3-tl8Y!a4!4@>F|?-m*f`}O=T20BJCP%1tG;e=qNU+or7V#qAZB-; zmn`&ZQ&Cy`;lJ^cN7Kt{-r z(@R{S>@;rk@u^n=hBAb@)C;lvIpMer*@4*3zLNL8Sf?zgJ~Aior7 z+hpa^S+~~pS=dyRx~$pJu}|&)@|i_j zxZ=2`NB@Rr7&CYNt}DAg_R=Fk-pZ^3k!Pm*fQsnlgH=~=nIygLh!FFNNOv9JsPwd*Nz`mHJ}Y!$j+&W@G?Ky2))Mba?1?t zz8VCe_lOZZK}4uafp?ur8Rd#dGp9-=bdg*H7nzI}4A*9%gdo1kS*&$^8@w5Hr4G|l zBJ~9aW(I=dGjP0@5ex3c`r(3^lY(oC7i7NU=pdJulfJj^E(mv?SVxlPIP_{<3omRq z$i)|+i~c+_bm@13@bhEWYVCW&P)OwQ5=AruwWoNf>b`wjcGRYC2t<8Wv}vhBlKQJL z^NRA_7;T=$&=NFwHo|zVu!)~_=44&>jfAt9Is1RGAFlro_QS%-%=Uk=9~M>)jufF- z7)%IuX72ypGK_42RMdfKq!0f=*(!Q)h528(a6BiW3EshTLqZ5xn$2K>C^7N~OuCBN7{`O{a2b=qtkpyXiLGTO8$cXr2boYy8 zpY7`(9EJKH09in$zaVGiWDc|jF`5`z0aR>FEPzh#{|Q0OXYS-=$HTgvj9WbMdk z>+pe}h92N*;beafPzE{z9bAB>fL{dze^*qECAD#Fy+j!DhN!rmDuCHjvENCf{|_5tVw;9zEE=Hg}p0PO)lHxqNF zU*T2V?SOxODOrArK^1s=+S%Fx%s@o|y)Ddupg-`Qjz%s(fRlqW(A)D*#eWez3k$&1 z!o&$+4E$hW1OGcZNDMUl8-s@LVBrSPVFv9U3xN68&%dAaKd3H-IMtJ2QZRm4g|;@@vVsKp%g+{~Jcp$l{+g{_vHuF|!45|D7$U zP5+az%RdW1{m*gG0R9_G-WIgAKmhgcCD&!gh3|L=sv zovp0?Qd9q>|Np3stSzkE|1kh9t+Ny80OV{zXJGTcO*MdjAFUkF)WX^Ne`}?jj6jDV zWb=Q)>fbh6IEq`i0ZkPxoJ`FB-j=`RYQL_`%EAVyXzOV4>#+i00FCB<=|HDt@)7jt za0IR7Un(Hza{fyxW@BP&`s>74IXD4E4h}}{@Sq`s5C_1M1$2w1K)1h^7{J76W9tNR z0f5T$2AJ78!2g;kCkKE@=$Ghk#0g*${*8aQ08Apk(K`T>=x@XgU=sTmaWMm!#D60e z0F%UT#0p@N{EgTEOj5rQh+XD40%-w4Dm{~LkW75+uO1N5jQ9o?cWIGXY?;(0avmb3jU|NEN$Re%DT{EIk1!AxweK%4YG5_a}q z5^L)}QUI+Olj$E2MEN@%&;~I9|HHt-3gQMWospyY@6rGAv3CZY>hCb1E}Q*^AOo{M zAp0+9@kdM${tY?UenFStS+M*P{0@K4@yp!S+2Id1kim!F5LEUD2ctg&FoPI>=gSTn zthu|LInd@03y|!OjF>@%TmAt-WBd3A1Tp+sEU4?&e-sPq=o1|L6VTMy>Oa(M?7tQNi=F!)&40x#zsCK?uvkEycKqEQkdq_O z+Ty=^%JItv=<>&aI6y%hK`+36%L0|^X!Yk7vao71gTy6hw z0L5_r1A?aN@&^QE=K9Bug1mp-{(zwH?tef~yF7j;2a4nYboiUoF9-B8!rSAU`vI)FHnj+iY`5m%iF8ZBouY_A|U&-=l$lQ+7ZY8G-!c)n2hG?}Y zUH`8$6gkEjvpA$MP7H*wv}osUC^OeL(`Z=}uf)=EbnxEC(QE~t+Uu;J?q@w#%T!q% zJ8{WzwQ&d`uhB-QC_R6L_micu=RJ!GR{9s*n)nKcvykXNuQ0r2+-FUzv`~(;Y3QkT z8C`5=+0IS^1X1Dlqi-iv7dK!SIFKq}R<;;KqB~WyeFPHjx0?yCw%(|BnOS}&SmOR( z`wEyr(lS5tYwYrTtg~Mo8t!Mf4f))BH`Fk^)#a`6RiICR;DdiF3$2*BPQ=PGPa5H8 z=n|(fh)xZl6vkWnC6}akPtZoee4YUp!Vh>XoB7Pl+V7xyz()yAIkLSjK6#hdpUbze z&!Em*xuWR>z6Ns2zZ!RZK0nXLHD?nuOb?;XNfYY|&-oEUrNmnUte*)iVLD$g$6^#M zb|;pN-{e@h7$AQyV3(5U*_p2xiqH*kx4h@hV?0$aS8Ivo$WtQOK8|D<+pqT@6b=mT z<-Rf9-@GX;71qZ*uvNc5FLwwpa-|gPY^5oy1|dNrcL3F z8VoW0?dm6r^xb7hGK03E2K9>k!i8Cqd zyPHIglFdLVerg2nwnZhyTw*54{1m(_D;RdQPG&0V&#eMq8j>ipV9fwnlYP`kSgMGs^+nW2%}67_>zyR-L3%dCkUS*}#uXWy!y%e3dTfbd8Be1y z5p7|K%r7R<1EYH6+Lo}}N}g>huPf4+mOs9v za5Fa{SfIh`M!f&doYooMB+T($S~<2J_v9z{leYtY z6uspgQ$v`p8$UK!^=wOe)&La-&jNo^<|8Q1`#Hkar{XZ!JoPNdunWniu*HM!oVNj; zOFsaF;z&h7II=bzDwnR5#SBN&Rh5|%9(P6DhdA#Csp7Y(N1t1zp3LPR>gGJR70>|4 zUsxbzT})=JF`+H$3p*(XN#%|Yt$PIe>rITpN=6w%qJky9oyte^tRQ4W7o2AKE-apE^NcOtTsEfW+ux%o+nKJDjK9Z2i4*Jh82 zC~;pHI5ex0`%= z79!e`?SW{t${0Di0b@JA5MIyKl2JJSawRsbeRXx-g`C#0uxVr@vv zO6Q0Ik9$IbKV-eveZPM$NGiVmAR~UKnq&O`E-yRii$DQtnNA^@7H)qXmF?NBxf{xsIlv(rl1D;<{kpl;`c`^UM** zW_sZ2eL_7iaX^SD$SnzUkr!=`l#}4%CYO@6c%e)XTKIs!VPk*A=?)$$4HqM>P=CoM z1GjUeIF_&QNk|B1*d-*v_s4guT*|%rJFT7hI;zESFpZ_joj}UYTxNe6zzZ&BDw74A z#o~8oIO9ybZV~u*1HB$Xk_EF_Y~b+jjF&puZcUr3PAo#sj2#{q4s2fgd%I5TaEB`qU|l;mSK_#w%yK)2&6)hbw;Gb9!Hop}Hvwc-xlB zwQM)YLFO-x0jP6>xM&(I;%*bCGy9*{03Tkgz7ccGD!8vJbZ9If3_W;Q42es*S?DWbbP(naC&#pD)DkHdVR`6vDlru#yDfSLHu+ILbS6@!3Osw7H?Q+> zCc(;I{DB$A2Rv&s0dI_XsXCXIV zy+jO>h?sw2u=+u+`Fh(>F9oJj!nk;Wtzuj6<`in6FL_C98|f4qTkEYN_dNHpcC;gR zC^(hjRyh&UvBQ$aJ&$~1!SSHu^z}eu1F;~CSs-G%KB2~HFeNLyD_XIY2f{A-46DW& zdX4L9aR0FaxAAM<4yi(67W(j*Mh~qxn%*i?p`m|!Nt9AGT-Z>eu2NDrzBp~kiiIlH zMfASDJmALEAWzOPFh4|vLbX=DS%xd75|&OmW$swVp&;#PQ0ux6{Y1+i=-pbqK!8{f zdApz$s`&5|eq0<}O)U5L>Lu!YS|+e_7DY0Os-~VFTw6(S97Sqz-H9S^`!zYeQ>TcA ztCxSW{VCgg+$ICD8uvhpYG&D}`d3vzRM)_(v;7xs=Phn^-n`g3XE6uyP z>&(%ZzP@o7$F(C4rzPmFqUUoFoCT3mes5(fJa2>%<W5|-MbA* zUDD}N9hf_o6L3lI=Mq z%_edf$+fS0D5FkN`Q@!}zJs%ji&_L1f(tg7r4Gq&4SpWmtoV1sBDE_#Z8-_aLo>)C z*(67P7JxSRfu(N{y!-(pzTPJjt3QS}+K{Mf@}x*cIP}LkC$RTh*9viETq8Vx;=Waf zl3iQ~UTLoHG)-s7w~YJxf=hpEZl$$>V${qM!@T3o zn9EA`5TA+%52={LtrbFPL^954ob43zL>5jhb3wT4k>@_Fj?ElbI5Rk zYdixZyl8rs7k(H;NG6xBYd1|-vO7nsd3W^n?)CgEg27M&Op%NvYb6~Yg58tMfJ?#7 zXzdhDXW`0F?3)ybRW=?IJ*K@EUL2Lu!}n8xVYvm6T}?Nmnj??uD22$HmuNBU1o)^p zyto^20OS<4B#LJzd5M3xp`r=&po*ukwZO0J_ee8r z7-$g4-I6i^6I79;Oy+xqZjC>M0=n3My+ilU5Dy^G-BPbEVe5apGAb7$ad&Us;<=cn z!^kut$#Xl0P7W}hkb9X6-(WKHW?M^6I~pk**dmoEPDU-?qcW3ooO&}utf`^)?EQ38 z-_WSlTOX~D;5Rc*VL3KHBH4ZxsUZ0ZJ2du**x>$KB=3G`&G@Bn+@^G+OAd04zupQN zJo)0A5|m{s5p#b5e~uKsAQhZv!j_Yfs;&#cgmRn=xKyLEIzI-C6d_-eh>!y-TMh6! zIqJ(87zeP1uVl-H^OH7Oo|emoY+hCnE`$|^%~VoW+0VY~)g(K0PdV4qirvGFPI-Ge1tU2XgE#Vvb%dgEPv=51o%L&wqO z?nCmtsyCbQfPdF{jI2gq4&LsRO|xskBYBzKt`OY2OkH6BRPa9_6jyJ5v7dy&;xBXF zU+-m*;0fEf==BK93{I2O)}@G1J8@a)1S3M4^w`qJSsxLOcBk-@SKVy<#`YekLi1={ zpw${fI{tqSi(#5A=$6o8YhF@tCDz|;BJlZRqcY=B+V!&wmEV9hBO2A1%2u~%%jlw& z`x7w^R{~ZpqSp1CNNsta^+CP+Ipx zEaf&~29Kir-gYo_yJjUHxXsB4ABy_G^#sr4?hStz^uISr$lUO9l)~h@4ji>WZA&@W zp9vMQnF$4~X`xy;m-%(CZueZaO`RQoN7Hh6dq609eZvzIy<|%CM!5iT6_6n0go=2? zP!dazL9^LxRFXf`Y`!_ctuyo0`4v`W4~JVO9ybWJS5>CiNRxcq^}|rYH-$i*O$fJ0 zeEWZaz&v*-DeC0cR?D{>vR_N2I!)@mz08R^$>TgkH__E5x?^2iw4&+Sp3Ag(#?SV8 zC-VE!SvoH3t$Y`Oo%jRbhR%0_5O`itWyi#rb1Px{b*cUOOPu(pOquRekA_C)IcSB0 zND(@f;}LHSzqgNyW#)Ce;&nkE8xi3n=6HYXT3pH+1!1FkTMk$44GBKxMeKO@`MRO( zo@so8ev`6e6YBWs3$qO^vL|w-m4J4!$5mv~Fj^#kZ7o=V~CLDzh6Uu`TYn}m3vZG{;8aP!J8pvkJ&9m`%MnL3u6 zHh-C_-!*A33$(3C|Dtws<%4)z5FbCu#eYoGpMRAiX%m|X(Ogt6#6^1GDH@{8$HeON zEY~;i^WJf%(C_ghx0L43c(c6X^eKPH&DV+NM>_PyLQS#bugPx*84ou|IwyNbX{DD{ zxR5)Sw1_HU3HG7SESHf8DZeiY?MoxlmF|XhG_}B@Eup=?PL|KvA?I|dQNdHyLJcQd z#;K6~{K`K5^>j}l4Qzty=J>Yf-d7ykR9!-Lj-GB0%Mr6o;w67wpQ*9fzOH`s zJgN_+?EYSxsLUfswAe`yk?j_UmYSBeFSj7bZ%Mazh{KT#Kz zp7r|N+^mV>J@r+@Az~1_Uv*Gua38@8=NaNlUVNgWH!pMq>2#~i%{19~oN9IhviR+T z?jGLrt^P~`Bq1Io0&fajr`La>GC)+fHvmb}d4}^9{vc{KGj4uczsR4(dPryK&w0s+wS0`Dr%KvbyT^{H!wWAvtW@ z-|Fn;Op5cqrI)8HqC&SQj?k@^SL%|wl$;s+IZ50ppvrS1xFCLpy(fSFitt87vul;P zny-we#e7|34#vNY-Kl;`qkHD&oUQe{F8sFzr<0c#tql&t7;JGLgEY6U=s-xdOs_~P&G`C(&>#sx z6t%gxoKgt7#3@00D>r}qPdr2F29FR!{IiAJv{KC8Skv{oq@D|yuxD&)OCJ3fL(bdc z>1L3li}}IVifcu~G-9z~?@$7s)C$rcTxlxKKcGj9VA{{{teaYr6*N_@V1}8$u^&Jv zNN;ttMPg_YjE9$jl;DclA}#k)nhb^5EqT}hXkU6bdIbk~=kXo;+OUxDB%Q9iQj0}YPH>53a=e7&_jHfq1vBE*Zpkv$ zpC+{D@DhPp(K%J|f;%eh(oHWz>;(>YSr2khF(@1tU8tP7Kpid
uyO8Gk8$??NqsLXgc>`oi z1D>XZcCJ%FgkTmA7Kg;Pu-py_V``o@9wXkIDtcG%6%Dpdu>8a8RROI^s&+~R^2$12 zBW@LJ^Phh;6gW#5P5U>>@dQcs=0EQX>El&k@5vxktcW!5QaG)Q&IPwHLGP;2HEMJr z=`^C}0FaIlKaNWZlNnDl!xQ^R+#`tbekvgvOo5XB{9U{iv-9V+sqNjpd7tQlJGe-L zB%6}W<_`R*-!}ayvbheH2qhBSx4tYei!85~mn(nZL7mfDU^p2&LnK*6*alH$*k;L` zaJ0c`x^zo|zsNpeauhj%q~%%e`Dy*^=+q6$^imH@GJd4$mY`*0K7*l^Qk3F5jSfN> zp#hhuhA$A>wX~ycZS{q$pQ}#MEBg0Dw1C`DQ-}B&+AS|X$rm;1DP2*i0~-7VqvBeZ z!H|EY8?N2k1!Zz=IOsbvvMEt>qCqYzHRxGHWX^xakea+YThI<{u`+A=Qn|{}ezvZ=f8uoN zqy8RgxRr7RKPK-5W3z@$J?#~9P75M(%SCLL+vI@DZS4{CpY7S6d;Hrq#5#WO%-#lI zTU1+b`5xumip}{$J+O`4vw832J~$6gYic?h^$_alcHwJen?)Wc?Oe_Wkq-4&%Xfb) zMzbj066HfWRdG0LN~mgpK+T8wO${o1pIR;ft`!-D7C<(@HE^twGi=A%)X}QYRRwF2 z&R;mOby#x3*?4v?y(Rw=%W%C|JBTnpGG+`n0hmbast{ETc^RUK1o=Q&SZ3uD%Xawr zmJnllrZL*A5Kp4IAUyHoCPrCU2gZMhX!qL=Q49hH8ln~~EbqP4Z$~5#);dVTC1G~@ z5QiJ2fk5H#<6aC}x*x4s`Fzwshkt8k={Qanf+jEY!k1=f*H7f+D7E60D=hX@zX zXV?^kKGP;*6j}Bl&d2TYN70lW8QG1DU2SQ$7A0 zBqXfvUfHq6Yy`ddde(fR6kdsArudm`28NL7 zfF})zkk!Dh9V50j02HEhozlE@c1iBJU}LShk?iQm(W>&99THL5flYsKo0y8yW7Yb> zb-Sb2B|oqg)!7)vM*HCl$A>goDafxc!(F&Urz+|M+G84{T>C6phbj9qQ$hFjkQv z0q;zNhWbttD#J`}UVVSY4mNfBJ{&szO*M6yUp%6COHLuoZAY?t1$*&9@Sczm!%t#a zDn%E{k?fVAP6Qf>A8)8B50Qu}qo7~77u8;biV}ofO65Ok=$KL#F})@9RlZ= z)5#}0fj&orPBY!_hx1g9F{JWpD{*Sprz@p&*PBl&tmlIC>yCe$xis8i{KB;4mHD({ z+xqfD>a|D$sGu&7cPPi$y@q8>OXfK;`Kh1`7w~f{>Bz%kWyA8;eOXr^&ijOX6IBnZ zX4~iepmJCf?>CN@nd3!H1jf19qeuUItvqsw8b^~mD4aYy;P-|1>9onoUQ+|NJsD8i zwq^A9b9NUmFQ1xD&EeaSy(}^Uis!a`7Kv!q1F0Ptuca?wd`Y0??T7{8Z%1Bem2eD7>Zhwz5QtgX2-U`KsK?k!eWTB5fn8`@8Y z5e0t2$l!dTFDe9P7hvOhA!re<^`+>zxlY8@KVkTejU9j532c(IE3vD64GIO3umthw zX)GnIE!|{J58Evd?>2`?%OHCbwiacEY5JXV7k8noUnBj?aTqU(!R%+dZ{wKQsx7H| z3te9|m=z@SqB;5}b81<0`VztWRSRid@2<(9U%B5qtxe3HHd5C#LxLCYk&QMFD$9lU zq`f`ep=y7TXCQ}#JiTnfi~Jg10sB!mSQo<5afeK)hh#+j**}-zz%XbY=ODxZ9J+t5 z;BkXDo)hXgh{Bo+_ZY%e^I@c6fib~n`x@|M@)bJ;ydN5JUrt{mDNi0~Q8)cg787ij z94W>s3fVX}P$bR+p}D@t%%LY6T^xPyJBnXdl&^n3cC4v{ON+nJORrcELFpQ8ZHl`g zG9@V^22=PMvqJkijF{4byn5Iyxi!f~pOs;!Eqk}t9!p97aBORs4?YazFojrV3|UH> zv*R3!&t_+>nUa0PB*c$3rWAMu!G1$i=7?gY|h ziJj6++i~_n!MLpzAN@l@>Uqb_w!~nr{Y}vvcDA)*oN8 zmJ*G>$n-7)Lh%XdJoLlm&~-$uRU%H;q%okr{t8 zpHpYXfRXNTi^m#@BUmOZY&pcGY57tpH4sD&Rnd*K=OBu|5D~)vgXO?u4MTYmwmiIu ziy)ra-OisSHQG+vmPBIan{v^`*PTZGa;Lt+VdC~Fo#|Vompef_mrj4Y?9{TWN4|A&wN||l`Nslv3muNkhIDuj+xtJvti#$8jvin%8~r=KNBr7%=gDKXw;Nk#Jl3O^vf zz4{>DJjNv6k6%im{k7Kl)SnSR9&Om?OM^qN%rPZBq zV!}@U@zLGkXP4$R&u3W9%%&7O57JCV@d4OCJCcaXwxcAq4J6HQXs?bkxa`7@Av{4> zTwZXbN_=5Sj&LD5Ll73DRkot>6)yv4eke%6TJJh85HIMEGwxD6A8b>5uB6+_+I=^u96>AOt}aVr*{%-=X4GTc3=rLGSg6g;zk>8-2y>Acx??vv`qQf5Ra;AG`G5SIPgb6Oj6EvN=t z+PmN~Lw$XrxI@hMs4si6RYV>>CzKyh{gLDIeuY}=^zMIxrU5H7quV*X+uwWCfV=>+ecvD6N4eB3-^Q%Ton=2$# z;1r##@@nuQYzlvmM}9n*ewBwsBn{ed=;3Uon55setX=!TSv(uBCG%#b%e;wv&`6|;#v@E6<4guRXxEAo{{2Lw&{`wN<>JGvCE>3VedGkT z88GcHN`xa|510SrS*C1+d0u)K=sN~GkG_#G58}SYU$Ny!se!ZESsEhi zLH#x{&qx=g_fj1 zg}2nF_qcszz%Gu@ncmdddR{rfnFcmlbaC{Ed zmK19un0p^)#yEtbVy8yF*bP=Xhph=qKU`>Bikoa7rNQ+A!j^3U3qol)t&Y&_$qPG+ ztw|0zTd9@)el&!n{^22qAx>um^*f{4ach5WJBYdpMCtH|2u)vQ5wXY6OHxtt*gO`) zBBQ{El0vD}29*WejYahh3MspRK}OWCcK7(MxcmglBW}4jv8;+TqG_hC+0yWC2{lq& zJc72U*E^46D#e*ROhiR6H*Hz4n{Wv|vKm{^YXgmr&@+1&ux(0?Au&^kgf;%#ksW`` zYg}PZ5?@HbFG(gb@s{Pf2X4(|8A>)Z_1W-ZBDINE*fh%tbrc6aIP+YVMPR!jpOW<; z9UC`nJcUyKBwrcq zC?ulSjVDS&M5e3mUGGfZasamqz3y#Az(QUND=gQ0ES+Nu9@l)s`C+pBU=x4C#6#D} z7UJq9Gw!Q`uCR6(cFouqVqz+qDI}C#Ir;ien3tSXDuJ4WI_<6Jvh))tnLGIC%dW`# zKg10xHh+q?3^OE#Em5Z2Qb6n6RV%}4%#v<29?IsYwB|a!mKP6iw#`K zMPE<^8H-K4^G{Xy>cj(Ad0e={&?l3LYZwqK{0zx}$L!R!Q(KEMyM(iiXkGW1YAH~W z8X8LiER+Kim0iH1kHY2Cs&h0_PxBe zoGF?Y4foxiW%oPhQm^|)yUju(g!2U!ylohUDofUmWNft!Z(h=stoOUrUikEs2VzR` zBvbx}xYKU5AA$u?D&8Rxl<6w6t~T*c;<;;41nRWA_*qzdUS4g`Rnvy4pYV^Kx_3sk z|719CiH$7FI=YJUzO8@%$?*Ve`P_?lN2Ly%`o$0p$IspdHenuuqx6zCQKn?vcZwh| zHW>=A@Kl78{b=Q}OiAHEmnx#=1Vxw25L**5DAvkh3ab+KU0$9ExqPoyf*H5Q0+5UU zHVG!$0@G2N#lNnhMJ`wsN^3YnqDysKUV{sPa#J?-cwVn&`)7YT!!7x!AH~h=S^6nI z*1SKB#mwOgShal90VE}l|Cowf7d`Ese9eBL$(@@M40YU)Fy+rZWcPQ1sq0=n(x#mb z?R~sYVxh0NZCC3A`R43ZxV3$_wM(s{h%>1}OCtjTPC^pQ}^_!a6aS#l^-|a6fQIzGgtx)V;h7Y@b?25wi7UM+lHX|Ngnrwx>%Ift|D5&UZ{?Rs19E8QLegdC2iI zq|ESLv-6J;cdE{X#zg)?x%a8=)LJ;STC5Xf-GzTLc}&WIRNuai^9a4?pS(t5(BEqP z+U`juJ)a_XBqof#D;dPghJsgOv6I!O9f40CJHTrXtZp3K=;>g6&~_HXUdGDrbDB6UiA+bsOjM!deawF_Nrf*AYkq$@ z^5OGmy$j8KBL?5Yf*9)nj#nN8FoTp>`r_tnYee(G5b=8gI@17q2AVmawb9u<1ukcE zY`H?W{Bo@nl;}#xK&m_|EnZFcV8)r(C`!?GU0&xH&lH(pMD{H;Hud+6)`uiV#z?p| zldsmV(20)r6kj4J+Y|+-^TRi*-fMsOBIYyp3$#HP)_Mp_wN*ofhA>odGOPkA9U=)I zRTuKh`55r0^nTpq24`K?>o77pNWs5kXKD|2Zv}w=Or4b)(Zv}`Fm5Pd*` zR*rH`CeasYT$bY^aYJpleRALZ+_pHnd?Qjst)3b%?%a zds5OqfMhP_li3w})smFSB9_ug!kgac zpH3xb1+Gc7S3KriNDJvGh{F}c3I^E$Z&3D1+L1mZevBQC%EcDmEnxF_-gxGVc2U&|6B!{aF`0ji?r4y2?_`3w-*m^iFww#5GtHZ-wTf}YQ-<}KQHVvl zi*YcC$!Kzg|2EowmP_#j#dB$$^Ppb_Tcf1LgM!nz7}{Eu#z)m&;kB6zkz=SeIaC!Y z3jFw+H;$%w{g~o#I>fDPm7K1)RyNck>*fjQ%e8@TDn$&LG}c9$D?NWJTS(rf^~N1% zyDd1)0O@lSGwBzY>c>dE7%&SOMztoYjBr2bD#VIod&ssuj~_zXQqg-UR{Mj+_LzNIxHS%v*t3gPpHU| zFQ3=W1Z*snCQu=XuyB7;soV9de8xQ$KJ!dp^wdtYC_Gp-BGz(jk3^ntjXpXvNoyt^rQ=%w%F^ z-#-Lrq)2JmL)`L;(&CotUzv_BZG^zI(zLahEIyX@%qzlRYX38rV+fwcBwSmRbV_;N zF0LSe230(j6n{w$Vk}>WUL5)Rw@-y#s<#ZrJ4usmW;m{wx6UWdC522W%^NAGYEols zsgFl$fS)z594mhp85^Fj0nk}V)=8nWJ!6JZbUxZzSsg8XzFtS1xD)=plY}8=ly(8| z??w2%l_JV+)<-HCkfajX z9{ROW-A-FxX@2>h!rGr?>=+DKD2tb;$KrwmqSIuck)VISurPO&p-rZ?Hf4aD_i0nC6G$A|&~OZ{~<&)!Savzx|%Aprssbpu0L0Lvo>P~AfiUU%E++b$i z&wo$SWs!eYW`&Hq&X4!}BF1HmdCB{YyQ}3(aC^k{NeGOkO>3+)wRFId?elXupQaKA zd8oQ*{2F6(vBQ@nXUP2fK%^>UzD5)k_JW9uP#3wOI&_5ZHfX0rR1>g}_gZekU2b&* zZ0Selm*6EXRd3|hAIQ>g@NN+i)s{XgAoSR(>bHMNaBJp?E-yxt8uhZ;wU^CFM6#ZO zbHTiATh$UPKx?3+Jf;k_Ra(QPXAVi_aU^+IqKWTqwV-_?FMMCURhJZGz0R`Vz{01u?#n_SHY%SoQ;BIV>-QRaNOKibVkwXQLJ>yfA-F+JS$njp)#wH5VL7fu{FPb$YANR%c#ZZSSo=Zm7 zkxvL1*4BclvWeWuZ1JJxiL>V*eD3-&E7gAyZp=juduGGaM>yVO%7(z9?p9*7*37oo zmbwUn^*0lJ;w(s+;&mj&`10K1gSI8dMym=qI{Zk48VH3RbazTlj|E!-d|iH*=5#$p zd#C?iPML$@E2}dA)(}G>YhD5-n3%4>KRaew$N0sIw`8c3Vy=lR-1w+pvFt zu4R>qXH4zwhGHo@?A4yMtaPdKcZIChu?YdP&HkikaU4XY6fF3cbO9j~!hrSLUwxwd$-0C|ME$=Oq&t+BV8}F zM=!)W@znWY%#=WB$D6MgbbT6ASli+httm9N{9q#^6z#^{lg#NDWRm6R{2V@_9Md^i z54^DZ1t;swszGsu3p~ZNu`y4D$=U(9r`(2TqO7|wr+e&IY9wD1js{jmusMH}mJeBG zO`LD(hgFB}a=ezjCarqI6e-C}9D6Q1E>{g>T#bQ-*{CzRvyIM5`*dADT`-}flxtMV*XP3&2Mbh9aH*y;|$*f zugSg4a9Fjh-oPWe-eH(a++=@qBj)lcAy_wx;OE9KmIOZTS_tS(zfp9*kdmpJeLiC2 z2`@&!n?Y5_+;RC<)W^$@WT_)kTmmumGc8*CN`oKiW~rIHQW8;%#FubSsS@jctvKGJ zV1>5M{adaPksgukgPgsJG?kR5IZHYnOK@W>qCheRT9mtjYa1ya{`7yeX$@XXuP0RU zN>}veV)MQ?hfu*xkzdhclL7S*aNAjH|FgDn-M4Gz#={N zHK_H^+>Jt=!24-v+BHCs4N7_-I8|hIBpsARNTahQykIJbJDaKx4 zL>y|+5jP51axS9_LJ=zMsDkGBV8rBGoYkC?NVkyBLDjxB^TB_eGPaA=3P@Ta7WuOh zIePqphUgnopiWZRdNVmk8QM=f3phfK?jAZG0Sk~t)^obK_;7gQ~7@I2=7S@z0{2j4WH(?IWDRo zm{^5OPd{S3aj1V#DYK=aiLScQWUp0!JrseU$I#3`@lAO(SNeKFv8HR7kaE_yCGVuF z_kb=ad=Q~u&bq2o%2cL<-}tEF1mh5!WVL0XD7R&XPm9jOhWIdx27(T#6M&msOz)5$ z0ap4RZ6}M|Ji!82Kt2h^Ue&ap8%Z%|y*7{&B26vjoxy)qn+Uo6EPdhlTY6g}j&4VY zEhkG38HU8U3(284Dbe$43p}-xq7ccC<2BXQIO{sA?Sr)pL!Z$Fc})y931Y&bMaBoP-On(8XDi&(blmX;sL!0xLgCZ?XNa26D&`poSM z%0Z5<=!k#r1YL}uD9yCtoyEdPpu)jtuZHti{`q?=fr7 zln^%te~clb!!{Kmz8+o@P?M9cnqswO2qpaNmrc>E%GcqLjttR}Oqb~^s*c*A(pLO_ zI@G0hT_Ixc z6##!%R6N%~%|u{Np-?feP0NU-%)x?{fRCKZPiSHPBnAhNY9;G9fxXfl{VY@!YT5jr z;#=RGb*JBD*4}%R_67vAMTtv97@h+#w>%`>I5E|?l^VSA_K6iW8FDKM3X}QWXa+i+ zu!F~UCqKHgPR)x_E|QwA_G26@7`o_G6#0MEf3lr=54O@4>`{&w{p<@$5Ni7AMOnTA zu&q{1LG4Ln7-nT%9}4&+B=W77G^~$bd~G5Br{NYH`peFeTYckRcfp&P@h88VOI#TO z)cX%+T#0V3=S_LQb#plI(Qr3m(ryj5Wu`H%&sZ0{etSp_rZQ6~)&Vag`rykdp00mG za?5)zC#9wolmuhgu5j9 zg*fx_PhekosbqN-lA_j$;-XuT`?2svT8YQcKXu?yO1LciL~?huj3+KTIa7%Ja>mA5;YQx(zC**>Ij;3SIidTMnqz?y$umBTrV zb_EljD$rZzD~=5FrF3U4HvND?W=d82Zq-1rDw&CFn!LidLIaGgKVu#I$j__kYKjmFZL`?kb)0`XGHm))lhd@yaQjPvt^PAj$a%88UQHIdcH)OGU)5*V z3A4OJA=vq7E*w>3F8Uy!D;!`A18Uhg6~1v#Tm^JKkWk`?XhDqkW9%>PMikOaP&Tf5 z3&P%R)V*O%?0}J5JZh(+lOiCmUfWR|v>Tb|BtFrKE2_FIDjGX&zo36|@D54mW4uB| zRSK8w)aIv+?);KvNa&p~!~MqIOwDK{(M0i!j|aW@V;9l>4c*c%v5`1oC^RJ6S#K7O zuVLbwhC?Y@zy-4eDmFcbEQ2c}=?^z^_XQQ(>c>xvCr{Cq!MJQV@>1Q|8M{n^?{OIW$a_4@3vm-Ju;-vpRV*S9CFq-8&GeZmW(<9<}E;G?X%MkyIOCPdK+LQd|LNrN$T zI>sYk_0e)p))WyYZ|Qp8s_O-P3r%mSdmquERa#WgG48D5SpE5Cgro3(2QDq;(Z2U- za)zp`S9? zZB0VU)mN3PK|9R80;6xj@?*4QR|I@xYxe@$4L3|@(A$i3XxOU-!6A>xQaoH8V%yG9 zdfS<|Z~$Fy%Ekc(1v+7;$>DQqfx_#T05_0TBkuMT)UZ|W09vJhvR4N%QXF5VCu7T! zC&AuIw*2c~X1qgxh_0Qi9enwft<`&(FU~b-#6t);0LCNg?X6hG3cVAYcN|bnHT&znm<>4CF4%fThZb>v7y_rg#!L@15A3Uh`@D5# z@vuu}1aQ-&G$6@Z&w8b0pUPttR-jyU8LyFk7K={DQ~JWDVsL^Oi7e3hnuB%37ip0q z9q-qwV(p15r;0K1bp-a{xpW!h4p2DoKTQt+I#)XII zW5K=z@E3Rkk&C8;W_jES|w#b>LSO)yE+SX9=9ID^wiePH~cSyWhygw@# zr{bon2xu|6mp%X_CDA+DFnl_4fZu6@JYVyd(s(&DDiyNqO&J6C(Y%k7O=Be@+3AYB zO!F!Sf*F>p46~127%^gEVzghVhcyFUXp#x^u##1Om%nP08p#pYth&a3%k0#h10SWB z9UPRH4O2!O0NxrXQbEh`hAdK5W<(lk{QSiJcoe%$?w$82!B zUXQ_jROfwL7d-B4oaFU1eKO*x;9`pCoDmq6=k+vMsrJh!4^F@5<#=XcJb83IYP1vt zfCq^7aps)c9l8*cY?n>1TXV?R3jtXNH-8a-WD`gO-!5iiUO`iFkH5H!a)7-pSAxV5 zPug-aCB@oRZ-+AG17G=fugVUhmz8`qvLynFrZW1I9+hcCCuMkYAep)(pv0(Tt%VoZ zZ-cZs*h2(R_2+j0L@>|zY6fgq@=c>)1=Zg(^_jIyVHq(g z9AldV*v4R!laqNinN_ET^k@Yx38bHU2hL%rDR`iUp}T5FF{-=@TVRoiVFT1B5uYuJ z79*v1&HT&Dv`1iEet4nPuB@8JI9xz~dauB%CMLaXC}w<~fky1oa3Kvure(_DyLrHT z0$9;coEr%p$7YTYuxA|#eB+1@j8)brYF$iJWU8VE7sYO3wC~{hwDmQM+nF4 zt>-EvIWtVS=mTkVQ#XBT^<0mKHKnvgkc`sRkx3j>k_*f`>sTg}%YI3Jne$Z3 zwl-|w$RxUn+6E8pKGamZsXWlXAo%qDBfkQNR4aoo$mAXjuFF`b?}kgJUZTLY6nq{V zLzA6D+`KcheT_@sG%y>u)LeBHt8+heB@jsqK8d|P!0sE=11+GwN0}4rtTPybxGFEc z5gd9ee~BtLB5)b{Y9;-rGW;xmq_NIC_vBf3v>Thz8;x`A#c}aZ9et6?$T^N1yoFkF zNI+xCMQ3jtERE18juO5_3Qh`q{2L#%kFg`^wUmOP>%OoZwIb3jZg4iZNV|U~$E_Pv zV$_zy5HBaUSs3x|9mhI|3PBp$D&4F|gY_4+$eau&1u2h+v!Mtx42VQw27w&B0Ap5qx^EiS`~ik<3q!+prc6m# z#=3HR{vl)peI6Wt2Ss9O6NsS|cc-_X)(Fx~b4KBG)^zyW+0kldeEAWP0CI6OdwQ#7 zWY^{?U)>)C2#_e}KXj)F3qqIfOA|#Kg{PdJ;c~wG^ISF+HKCKnq0G)pyZfRQhoGC$$5h+0b&Ei!$ z{FBz0?;_HKNn8<)vwQIhF`Za9E!K>@kfGyk}?V+meH zv_v%e_j=uNg1P+I&}jQa2kh7!i*=)XZ01qUDuF~iLlWvEpigbEAC~*E!Py?%E$cM; zWj*BZ((~J`!Q_osTi2t8ph%>t0@;H>fe6|sGgk0_Li)pT-2M5c!}0d2cNTLB^-Xk7 zh}yR7DsZ>&5=UvFQ^x4mc9ZehVJL{Bn1nnR%2{i6Z0^fALxMHT8lyK?&q1qqdV6)S zk1%%@ymOL3ObUs_iVrKHm3f18^#$W!|Myvd#V^~gYfgr$jVWsbBCMtc?t^+Wa!55B zS5~2aLW!WkD5fF5Iqgq+{DV-HFOzA<NII)Slq6u;k|jESLIteFtOK&Spf);Nsr`7iOnq(+vuxeN zD-kV$lBl!GdIdBm1~~0iE9~N!Ziv)+YyWJH(|M7|GOJc!{@AQBvaRNkZ-wFp9qLBs z4{yn+&yzn6qLaAzgI$>Edm_d5}&aQXau4RKLkOY~y%&-000j~ZTnd9)1>%uw&E|y1RF-pmjP4;9td)US=JFsbCh$~nya}tgFcRDs z4N-15T6PSimt>Dzl$7W!ZhvQ`i9)%fCET-^l0k7*7FJ2m@h?8Cz{8Z{wsACnL%|$- zxud(G`4WflnF#c-eGz|zmTx|#KdH_)Mr}j_DI?9R6S;4tzOjuW(c}A}r{O2FezHX- zn7#F{(Y^ND38r@mBq?VyG%gIhIFEqPTT&NozF7Phbh&A#3LAa2K(=ugivt z#)XtVBT2PjjB}zAQdzy=4QgqB^hsGq+g1+C-s&>%3GWEKtm8=m#1m`4VAX%r@Tq5{ zgofmW`82e;&xzzB)eP!=#P zT!Q-P)12epqp1CkH%(yfO3>SbC0C*4rmkLJKUG(5=rW7Q{H^1kvY%x?Z3Rd=-{h%k zJqrq*MWFQOvdqOMA_?|?eWJO&M`dx(mf@e60~rk9M_xAQw6ClRt?dQCTm@lTV+4$I zcCUGLyb=(B9(fybkj(2SO=aLJPJSY?OGu?Aa zw*Rp4_?qysTs2m`HmL3;8HWoo0Yf&ve?0aXsxMI7CJ>h$;!uNsHlMTrtjOuHHyhTI z2S>{eEstJSN|GH*#;@PBaMu=wZXICc0Yf=@^t;GW83a(;KQH#+UxM2gKVY=zk zTz#=-&r|M0HTdv=hfhlEE)V{9Aimv8 z(Gf2wYE%f7>N3#Pgy9hXRdcX78}~fwnQCC(&7m*jj4euk0Kg|34`d-1zI;VV&Qwhq zdBZIwDcy~u_cz#h_D^Fc3)|lz`Pll}QF1{Yse|su(FQKn8yQXy58yUof%Swr9^30B z=xG1Dzd$FJB{Ik(G8=nQ_gqL3$fV!hegRuU2T_M0k4k5aJ;}OmNrX5FSJPD=t$9>{ zuiPVAD<~^}6ctvEqvh=+p7_N1TEgFA)S|0i$k>rQZw-prNQ?T9vmnO(#uNnhgP0GW zZxW`p_F0v&SciO0{v9ESb7VrrN;BwrxQlHk))S0V6iAYH>FEl(XBJ6EW(7C;)3hD2 zcMVBuUz4qo!6yJ6LaqzmK=>+vM%F}}z96@wod6eqsZ4GiCZaGxMd@(`;A;GVPF4M# z0gjpK^1A*`m_&^jj`6xSScN!%x7X#)m!?bkr4zZnLYG;S=8dD_>`4{!XO4VV>Q3sA z%}%noToUJozt3-$f#u{TBgeu!e+G4wS)=ZY345 z=|hD&v=iQ!rSOCd1*I!mNyp)NQu`_cFOgQfR4^S_BB$s8@A)@F}pZt$?_1@iE;{FR$qn7@9qQ z;7KxanorrD05key@u^)=UU*A8tX@E|Sc<(RPZzZ-(YwBZHB0E^Q%*$yX=9(Lr_Z2b zFFmF2k<6R-Ko8i;0ps*>w#3fqVSrbQkCWVgeCv}SR#YdO123~yL7c(%On)MD#vux7 z+u(evf>+$e!)zbxZ^$o!c>PbhNB*G!t*!@yk5jO>YULS!bf%bz z7Y4EI=K+z+vsA(j!iCu;T`~v2UF-S3O`(Rw5TalKWq!+-cSg)(xTAg;J!2L<2I=hU zFwn*HSew%L7*_yhM7}{<_1ELD-gB+cs*AMRbXfQHs7n6P!uci`7~Q6Gb)pm|k}MeJ zH2>f|8h>*a`x2}jMW;8g!UbP{ZRR#-5WC#UNs0yam?{QN5&AQSV*WV$R%CG1qC_6w zY4NQpjH^9%*JR+V)Ny;11pFrVgLbG{3kZ=_mJjqK{7`sZ+oV7C%sJ9)%N&bXoO!ZE z%G<^ayg#sOvbPYaOsPduc0xr9F&~T1N>p-8t`^4)>>-VJ^3S_(rp=#!K*~`ePkzsIUm@0Zm^M#X4p%MY)PV%aBq&UwpkkOueEnlNd zO|f5)XyKPk-lhC53@Ph>3-~;e;n{WP| zO-me)E-h`0YOJ(k6#Z~{#>5yl>yinEQ~zag;<@>j97_HCI;6~Y9PDIc^FUe68Q$dt zxsD(SC|F(#ZS=q3X@GI%S1E~!h9tW~f~RV}*|&-7fxAr#Ef}&a?9WC~O~q;Dj`})i zm0G zFU=-rR}0?L#2jpv*Xzg?(Ztfl`5j7Ae8|Ri5_kG-7vX_vK0Fozv_ZFYJua?|9cDE?^990OV zT94H4DB1UcR{l)8$FV@@8~Q_~c=>Qqsb%3DJ|Ngj70omy5qt9WO(_ZvTMo`k*js(YEtDprOY)PkaKH<=DR6ldwA(Y==BbNvq2a4BwK4679eWKL`J(6X)S9$;NCH!wV0F0;B8b`FoAQtmCCRI zt0atn#F%lO8Sq`z7xmSL)qi!0edQ2!9C3C0tUabS^Q`rH_V}G<0UWjtPQr4&%@6+@ z2L#a9h}az5nl?7Q6m{6}J9?db>3ptQ=L@3GKb(I#UCymVpOHjnJU6=>2y9&Li&ZWM z6ND&o+G15RZO%=zN&(ol?)ftS2Q(gzz2eG$>sD2fbZWt=sY1!u>xK|W69?UwS#y=@J+RC{q^vMM!v?2 zpioyy)!F6*M0~Ez?%ojTnwKJ4MRllR6B4c&G+Q@f^iYVLh`Bj@Z8fRyGt?w`ZmfHM zn(kA|s<^7!{0QM-M<4FVDwBJ8#Rz#cq-AXVCw z`0_~{`ZrD2_pXZ=81tnR1v-1Fdg|ILr5z+2Qs)!zM_WIi3;%(T4+dZ^`#%hS+We&{ zmYzpVkJ4~AqkO^VjW@LCG&TNR$Dqxj&WbD1NB75x+9&>z>acBG%D7Yl2XvTkxM z8r}+QH8*JXjhev4D`NeBzxKH(!FnvJGu6Jqy)B96cn% zpU?D;qzonJqg;T{ASa^n=9m`+YBWh8KhOwLu06A>8R&zGwG6O-j4dC;HT!A!4g2-Y z%TldL!1ZAJQF)a*7c;iFhP%hAdgt@Ou99`@rM?4pEAMo;xidES zU$QjF@>lj=?qtwt|25uRO}i`}gt4=wQ1j|*LEIs9x>(z&C)Y4*? z>gwuICDG6fB=_}G2ieZQjWZHju~1vZLvy+Q5(art8{{YJ&dAjtaCE|Nw+&rulm?!V3}6p)*$JqTWJYEA6MVaA6jet@^ER{?v?zd16yav+X+s z4z+TBxF*__vSd@1*6?l`zg#HBU~z28-Kuo0(m?JwQ&WUD6eA_YOJu|jD;hH}!5rEm zlg690Wbruxbp$=*i>@7BqB&Ml#7{~dD>A6pfk3-TaVSKQ48C8&>*$5%TUujLcatIB z=GzrV7N~Xbj`v77-x3)@(O*baR8}|T*>1&7ckjjVQ0AChX~`=hf&w)&&!awi@w5dUG!rvUFC+LUV9^U z9ge`7qzdo8@f3r^H&rPa*07CtH*qkQJY=jnQfr>F1ZIlV%lSv1QfRhBoCij zj=_b6ydeilDalQf!E{M3eDo1U zT**J78n#7^}tt-V(Gb_#_CH!&{`ka35G*&)(GObUN z2-!Fmx|3Qkk*#R~`3oL3uRmCzm*Gje`QOV)#0&%QIAa4Kq7>&!0G<&C&@29b2iU?d zD~mp|+uPuaFI3EZeER~}=FsQh5qaOiYLMxOTH%LY0)|?4eD{b?3XjO=3d)|r^2dZz zgk9|C=Gs$&GeYxG^>N$F+lL{q|a$&*7d(WW)W zYA;bvJiz7YCV;9%xkADqg3Q9pzxiwaY7*W_+dyloX;6UQ6k=so+Ovd^)X~i)oyWst zKi+q`Xudl67XRd;sg|SPYOp;&-{O<*C^7t)!$`qD!XH#${-0;7QK-&;)YsHuzuefR z5Qc=7(D0Ou<1hI@gMdZ?&CRZQ9l# zgppKVEK>T|%c&JYBk{`C2PXD*X{(&K`#jnFB0rlM; z#91F34-!&g+6}KlA%zq4gh1@0hhV=kyTwuT@kz!fYfe+nDzf4XEG#Gbtx?*xGjr`B z*@&@%W1~Xu;6H-@&g)|y9grOtP0=(5_ZT;g+j)mAwUt|zziNb#4^J_Zw)y%Pv34mb)gOl59obZ8(n zFflimp#ladf8AQ^ZyU!E|E|B{J|-x*?`L5Y@Jo%7I({Z`YZw7Vokcbj$&g3M>0jU9 z%pR$uB}yktDB1$ja&LEbcHT3)cRJZhRXT@CTm0u#nMlvMaynK|26R_0M9}S_i4+_$PO$2TD1t>Q1Bq)&MO@L4pCaj9+XmmV{kSa5c0GV?%0%R^lU!8DM$m~mu?m)0iMoQuKzM{@e?%xqlZiy|q}fKSKhU5cBrMn9D`ex) z$>;zxnMhRHk+GlyRyAZDi6{+KMGaPTq7Edhv#BDd*ZI47C7)H_e43oDf0wn;!hT!*LdjLAL76IF5FEaeX=_G8D=&@sdOzFqe)YX>EzdXb}|^C z`4#ajJ)mHm6Nw_36`4HUYmvyZ6Na_DSwF5z#xt-7&sEi%O1}U5KM+W*h`-l&!oIRZLAOW(sAT^2z%R#Ob5wYBaBz(v>dyjueIs*I#(cMPjf2jb8L%Cme~)f+S?jL2tTkWlvY~a+LO&IW{A>07Tz1zKims?GO9*%f?A{3l z(Yl0$n^F%`Fb|kqltWgrf2bc}6jVMMFHp2OqhKTEKTFF-FsPQXIn{1TL==}+8)1XF z*;nJk(P1<8wRE&Ffa*Qqh#bk<{vNsm8z^Yu1Y)8{!QKMg zdMM>l9EAD-YZP}lpzQJHZiel6_GPlY>e<*|yMCU1i$^PZGT6LcoO zJ)h!8tK&wyd}**Pe|Y(V;>N1@s^Vcxo%DPkM-5jUHS}{-6klJaUf-tPP&lQVjPl%$ z`_%sC8&dJUvQ%HDn2a(EhjN<}m!+G-u2U$(GL_41w%}wTA3u7;JIKeQW-_12xALbq zNA&;AxM>!vKTCOWaUn*N)o3n8^D{Y;^-Qi;ay6f>X~9a4f9BKau&I~Bsa(~|^U0_l zESB^03FwsPlht}S9n9+HV!r%sGCLhiW+(OM!TD?=FUBZ_2aDmNUJgcD4Bl2Gw8Hp5XWpXnPsA+(KuVXYCn+TNm8!>C<>Y)at62bx zaXp)#)wAIPe`tt~b%@Cts!=I3(Oi1`H_@nZ#8b#*+EMhi#t6ez+8t?}0u1^eua8AN zUDfB4ddZ|N>t;Er&uh7uOypafPh+(CJ)*64h{^Y-U!&BeP++rg2&39=E}HH@Kggfd zb^UoUoudk+u9z=R<;i@shL9T>9jZrf5{V-u))DerPLGHMPXxK%nG_e0`3K@qZUe;J}Ld$TPx&n z^h3PY6;`}@9**W~lX7U!zp+iivAxoYZE}wKUdh<{C{#9;r^uZAHX?h9(9YdGlFaH= z!=Ynve=@(AP3Oatm0T?A)oSaID~1^~<9c~EUp2#K@M$<|2CH#hH*^OU#p2}C{X>h# zkv_wVY=mXPj9U)>2RX7h0BOEg)PhRPZPGNTqVv}Ud$C$95%AkEKN=4gs1c-ALMs(z zj%i>A!I^>5Hs?Y7HJFD;s8ny${U2qi)bjJce?vcI3A&fER*OvU;+zvYhC62~DhOaE z6LC5}=b~&{!-N*=HmYKRN22^qT;15VU*_)9wm3U2?bL;!=NRY( zHXNpkU^`UwJ|Wf`QQUse{K7fK$smBddOJjtvK%k}`2;>3u(aM#J8lSqr}Rf4jQ0&{o0eSvRFEBPkF>(uqba zahOm@L6@H75!os-8&f73;v}ls@Eo2sX(ekxUyJY$fh0C6QonBdDG>XCe_cEg1Ph{U ztTk(?rGne247(TgL#O{GSKj9qsn;aswog?dzhf>d%IHQ8OfhVKGm>G$cC&H|T_DIA z1HXzy%ev{#7Fm^kX$uv=0$o~I8LWbZa-X)~Xsssuj$5rf#pdo%VB}pfT$fHPZhf2S>3myl)NDa3q5xw2K&cBU{;`Ymk7Vot(4GWzaZhrH_u z+xKs-P*JdU%dj%SwT7ZN-Ll0=rBo2~7K|!T&a8lI^KFOEe}HN_bLM9}WsKLh*h@xh zvmN92MVv)5+sDA+{gTlydmRxlvQ`_Nen)#ex}#HbiKA78--T{#*b+EPflw6EnJo;I zerdNhK}ji=+e=ShzuvPgc-od@P@=-aQt4A#dZuEp#1L@Bu!$>WDikTvliN`>04tAN zcxfs}5sVW>e-J7?$w2~T^a7B;4m3-j3AKGHx;1M#Cc`y^V>sGa>tNb$X#>4h+QwCV3tQ%$CpsJ-aoi;o&lL%k ze%q4XF0W?jl=!S(jh2%|Ghdcd455m+zmyfB)0d7f;@6g^B6#bXB8-df%<-#sdaTAB(I;biEofAfFBw-_?`TaYLWIgrj2_QUr*#GN zZ=3q;XZjlWK)!Dm!OnnVJY3QN^&9zAK9`5`Nd72a$#-%nkL5_7$XYV6tY;^~)mVO# zpC;$EfBZCGFXgG6$lv5tp2?Y<%lWL93%Q`%-zBeD)XT~IL@wn@uIlr8CRdZsvXRYr zS=X|;n9H?1mlyJnZwt$Z6A)@r>b{}BO@!Ycy?y@fry@eLM}(F{NZ&!*{4gR^`Bo9W zkZ&NuUphkEmD^a3|DacA*9h=7aebD5$bapKe{A=ohTBB;`0?S(AHQdj6G| z*B`{_;$De8Ze`RlmS&eba~JM@dHL+WvZiHExpWJA_9pfQM3DSR@7)q*Hmm%V4;ZoB#0o@X2#9_-3C{o!Tf><@<2Bwb_twROwUsj9vY&e9Qg= z6#N2l^Ci^$8m|8q&i|AA83EwE{JZ=IBr+VWn;M3Gyc~{xtD9;4soC^PupH6X4f7e= zv$NsVuv`DW9!@EU(BDMzABB_YCZe1!PKS8z#Fc+;O>8znVA+Y!y!~#ZCV6a}@OSz9 zx?b^x|L^O0Q=c49dBx_TEaIoqEivnCQdqc*UaKk5z9)vsf7Q$Ru2F1b|Gxp>w(kg+ z0bd9d0Wi0}bO~A;mlR(J6%sNwFgFS>Ol59obZ9alGBGeWmq3sS7XvjmG?OtMCx48# z1yEes+AfR*w?J@fG`PFFySq2gxVyVskl+^FEkJOW;I07@Ah>I=+cR^%lg#)3RreNE z&3;~eURi5zN>XJt1`%@yQ=p`Sy(eI)lti>;VcU zu2w)ha7Hr|TY#E_83^d=^{)`r{8p~6j=W4v9v&WyCU!224$hW>H1q%ukbkQcKo#f$ zban@t1O6%(plD(T{JStlL`s0V70Bfuv6_R0tA~j*5C9g~g3N&SE?@^Ydvl;O0Gu13 zCL<3}as=A{V=VuV0X^V9tpTtwvivvPf4u(+1hW6z*~HAu!Oqdd-V0=J39ta!0s%^r z@{F#YuJiyCd-J~xO>A8pz<>TG?j|5x6H~Ck-^5J-k|HVq6L5Y1sm{gB8RY2d!sr6B z{i{Nzzruinz#_!oGE1N975_$vEGz(XkeMsM6le*uNBkWfECyQq zgTa$`26+PXn8Az30$~2@@4rt5;N3EJu($R4ZT|OgndCL(q?DBD{x0~xDp64fPk;{t z8xMeim4g|;!pz1A;C})?`29PIvI*!vESP`$%Gg^t0C@f(3+~eY5O)91^r`=IFlYe( zj-}`T-dG@j`uBqCGjlMTfqz*3pV$0vm;b-*{wvD=Wx@Y9A4xY`+rPEcf2sdJS`#~v zt=E6_;C*#-1@FFs1Na2k|8G+*;6KMz0cZ|#v-{s#8CMhV8GjJ5x3v9l6G1MLAWxvV zGRW1;>Yr8lN3QYL0kZ|!1CN&FXaF$0(+e{J;sIyZ{f)qWCV&4$EMQ9$Gw^c#?jo3hiR*83 zaA4El2;4?fXA?6UAoz`B@rM=Lf93xit^X>(@y-5=IKaWo9Bjdh^*<7J_P-={c7HGe zZyb~P9}t}KH#_h`F#-RTfrS+u0%&J$;$roO49o|-m;aJ6gWGQL8-l$oEI@y_fbnn0 z!S)w)|9>O#UwQ{O=Re|sO)P&yaA}s#CVzOaFoRS4&d&~>rInYX70~_<3$W}D3e4c* ztp9-EN!k1X!5M7-fZ)#B{e~>yuKkY80d}=aCF5p+we@THG;9~o)`Llp|{!ReC^qE|(oPmE#7+kcg zhr=HZ;23UyKyd%v|A62Ydi=3IU~kVqAUM3&9}wID@89IWk-UM<|D^iY)oJGD4DPS% z-+!+*@c#Y}{`)Hh2=oM+A+9VsnDK>LH-vWF*NG5#FzikW%u()YeWYRVS#j=k`-KXZ zN>iI1yy<)^k~-RlzWzgk`bKz_cV@z&rZIYK{n8BklnJB`A%-!sDH|ZnD-t7Ql5>26>H<+i@Pd&wVZNDPZhHa zaT>AuL8bGQ1*SO*xMZ-d3`Fp>80Vg7^EbD17Z~q3cocZLxJ1x57~?ZkKBD_+vN%gVWyR}5%bsog#Uyzs^y%vi=#2ZUS+yY57=Qbg z{(ATEl`fW@{8T{bdx9a%oe%ZpE$@t+$&|2a+l^u{UF+FwfJFOU7NQ#+x0<~c*6D<+ zJhP3jfCVnn5A`UyQ63W;+Ppo;Yz29rWIfI%KAj|el##=>-hQ;e(|W>rmcc(}v~d^v zI<953!BHPqYPqJRdy}qptMuf*Zht^3N9H-wKfD|@ zJ&aXytaLrcy`)_uG$SOqlZ!%3;R7AGla+V3q@!(*F4J!(N!VW|n^-$lWEFOScJ_omE) zS-_W5lzsYOJW%;*)^AaZv$b#_A6EoEPMH9mQ}G}+i!7SUxV>ZjgMZtCB4Ux+skZPX zEog3l{>4*fEt^(}i7c%LsRhxMg^$8Ecx3#Q5@iq&U$FS-NM0aHSLnC28rc4LkM(}2 zzM(`_%`m?hdrtXlbB0NT!~A_`~J-CopZq za&X)G4JrM4^9ECj+j$Ei10>I9H^1a!U{bS;*PAKFxz8>XMDgZ7iAI(bRhXvdc&hjb z^H67v&w5dej6*Z*_*U875>3o-VLY9yNxL`TB+F99$U7bqp$%A9cDidd>V=sm4N|Df$Z?{4woF zca#SqCy!3V1wyVS<51JxU)G1o_I7T*5A?2Lx7ClA1+il(?z`#geiq6>lUH?AIl1g8 zvbwJcA{evg+dVS7HULtuH&2A&?baYXLZO>(;DwpA!++C>k5?!>uNd-Ct=hX;YHpQn z6x~A$xa85+e&W<`2q-*+45`f}guSwO+{{Sp$nUiq-NI4T_mFi*m{N7Tt-IKz_76V; z*zh71M8;{L9hw4K>KeZDew)}%E=V_Z+>%(KJ9)?awi;5z%v}2gGN&?29@D}|?pp5i z$?5WQyniesq-|WB-)Wy0*{WSl52+FPYN@B`?42WrqTUOws+UW83dIqxDbq=#FhD0m zWK8ZC45p7o*~+H>N3NPVk~@S4_-(;#n%;8iWyo=4+;=L22vI$ToJ4I>qEnw~#BeRL zhis#IEL#Ppiw+=SpBo1Ps*1lL4m*-#O5}$f#eaYPl91*=2?D*OcB*p|!uPq;Q&RbG zE|bZSDZ2@3*douC*k}2jJ)T&#-nNl{wt6 zg1PdqW!YK8PbY{`qgQ1xzSIZM>8yfV1f;ZaK|uuX@uMmCqYD&+ka18Kxd@@=3mpaD zqFib@V|KH^b&f(HDf-B-@Y2-@_CFV2(Lwi5q@~@o@@m9?y@jJWvby}rU%KJCx_|5s zRcy_Itdd*9z~+~cT12w0j`&W^jllpHhV~r8*oVG3fLinOboy&e5g#`X+K{*EygJ%2*Jjxs zsA!gda4eH4X*g#3j@mUA$TooKADOA7h^?9P^B7Jc7&K!&uP4HN!}-R&;5U1E_zF{b z_o>tAQ>&Xwblz<2iZhe7{M1E9EQ3hhw`w8b(8)}v$(y=+&CWsU1CtvF@_$NhuPse{ zes*aZ4WfRTU&-8`ZJNF&3{0p#-uUuePkO`BNoS1*6zdV__ z3Gy0(l9?Z77#I~|?N{8B$zq46#r6Rly{rOes0mFY?nOR>t=v#+9wtvAX^G%+A1N-~E*^M5l)*cH) zh+5s{CKp1mi!>C8yaKB=lP$e59)Yo~_ zUg_#VIw*R@JtNekFcx2ozUVNQhWg+&W=8eVZ^PSMAS~t1>&t}5G@GB!FGYXZps#yb zbLlTQOMK9kE5>4m7!#lo^BbEU6b1$*uUJF2Y`i?hU_%FqmR_{SausyLRZp%Pw%|@7 z1J+QH>5eR3IMcCDPBnZhxzD!Ym;K%D!z7xK5z#vd&rN09C|DnUPMmRAy_=hZ$*0gk zUp+ce+X|9ef(ik+s6G1Qi(`Kl*D!^U%eJh?DhzsN(+yH>6IPh32Qn5US>+7H+kEoI zN8a!lXrs$VoJ>VT<$?3S=g4qu|1RhotfV26@a_QdUTud05qv85D5* zSu^2rqol^pW42T(gc+-s6I)d$8~H$*ipMf46s}P4VTENJL_Dfho8EsfBQ%sAI@mZ; z!b%X{mwK+l=QS5>>45#PQu?L-u^q}f>K*83t3h$K)}u;IpO;ZLC!SnB%aD;Umb8zt zXV6dd1kbBFL?g=vOZ`Ea7T2g#lC1jpm`D!00m?ie;hit@Ne>|mQvjPf$lK!>CS>R2 zjg#M4TCw8I-b3ljR^xvQWG!#oj;P3;4k zY0o3;QX3Ikq~0D8r8|hyG~~UDMCHOFO;!szoG+Pt*)(=Q7J`4{d8mmhwetBX8E3;I z`W8{1rRMIa+RK4j1y?GGf;nTU&Va3&{1A#>Nw$RB*MIwzEcR^bv~6LyU#Y>tl6s)s zbN{>8rsYXWJ1o1OGBFSdjmp8c1D82@?CyOJN(*Ixj^M9J&2~kHs$do&$HNv>Gj)jQ!6 zgcoT(RrV8O3GMZZF@{KbjKf<`)6p{tlI=<2G>zIsnpP6D-$zQ2GG?Jq(_q)&(vpwOll$Wmd-av z!xJM^^j=dClGEg2EJoc+c&|@Iw&5%G5L|U#pgr%g{x=F2%0I@ zV()*fEz}1p&BbB>>7Yu8I6dt6ZQ8A1?AXoG)t4GPewP_V!8 zKH5dK2{pAjCv+EzlvS7TX5Q2`vQ#7croMmCEzvdqVZvgA_^IimPC62y8uqC%Pd0k` zYU3vtD7Y9D$Jcu^{=u=bWg+pIp!sWq+K1cBU4-3k?95luVJRW(25zz@vVbzzSssad zHC&nzjM+ia9Zy~dlkLMWi+%Xo7;&m}BLe;xY80-U*DS>}`S)Ka=Zsh$yVaq$YdC*- zpuHR=qgyWr1h>%7^*7&(c|!ZkE4I_j4xVZ5y-E0%a?^N5ti-%Q_E=Ytc^x%}Cj!t< z9V|ab3m6&j$b6YN@VfC8n0b9xjw%ZgmqpGf5og=Eh90>x}=Rn zeW&`4&V0Xz-Xk@C_`7DQU4B!7f5(-`%*#B@$-S@4j#qYZKuacpFb-m2;;RT{Tqd)< zH4r}HGk-jrIDr9L1u8*|0Fm7Je1)zbjVNfB-0RK^MwaTxX4`G?&?Vr-a#?@t%?7@N z9*HUujt4Xb-#pDHoL}maI-5b0A-&9Q^hh}Jk#Oqi-@e8l$KMh4liG4RLQhfOC#uR) zu}968?oLK{i&Nim1GR1v4^kysl>lk5CvDWG(uzDMho3NHASSQlSe-@{5^~8RWw9Oa z2sRrrIzZzIeez45JVz|lNY;O$KAwik!tggsXY;e#8W%&lG@G3?j+0dOhm*upBR4mHJ#u1*rDxjC~*Z=zXbbzMZYCb(+ zwTCVnPS_co008Zx;mD4x3hOw?5=4|C0q}NLVDn}y`d33lyr$eVLF9i^R|kaLuk2K{ z;=C>9N>q?NlKd(xMvf6SgN;M{q7g$>TVkt83dWc(l?)-wySudsc$R#|_i=X3NWk$# z-yedabj%3~sD#lM`f;&uI84QD^}cDfqPJ&T9|+3sx?NBwsIHf7O{Wh=^ea4`X7hz; zNY+iCY&MrKw{x1g4p4tz^?W7nX@pg=JMg2ivqEUcY&yXF(h2&^;=Hv1X`c*5LX)kM zdlnG&cDbp$r*X3D$b%`x=dk_iQ_|B`JyxU)8{ZUryyf<_3w{0c-fk3bPH#r<+KIV} z3-VrvO(fBAn2{P?h*u0`a$QN-g`m$e!8wU|@jE#-=s^ZTZ_I!9Vqu9Vk@QKXq=e=Xsj=d0TYH@J$K{_GA`1GR8;)lJ60K%nGN3rQGBt5s$1$K;&*@L2)9|Etq!%Xa) z0#KK2GuudG&{%)Bn$BO62nS1bvM@3+gWFx;{L=B zvv56b?we;b*#$c1Imr~fUE^~N)BK0-!B){s z&aOMph~ACWZFs^ki)LM2NYp?N|Fpn22`?I(-i<10dLe(gP@9^>eI0-UW3QdpoGwF@ z3?m{BFpRxPqU{UL3Uy#SNYnqNcDj9wzq&%8XNMRcoBo4d3Zd5X0QgTb3Wc;_0SPtguIl#s4X(?(QT=d8$Zd?HU-m` z)hIbnEb$_-Ff?>XnV^$NYMXYzv3?v>lBDAY{2)?JaC|qcPNM@sZ4#{cDu+l6QC#1y zn>xEy3~L&n5bkVkbqo{D~2Rz{_xlSh^lo`whgODmf$WGVTfVF#y*~^_l$tW z+o*#yntMxYk&O@UJtIs-mCgBUe-s8+`(~yRL$86B)5OC+j;j*sSfI8B^=kI&qK+LR&n?q z)ds@TEIKFSRkLWmm#0d)&xyN^b@bEJTegeB$;->7fQ78jOIgPt5yt<3_`Ld9>zjw@Iu{in>y76~1;2^;q9bBGe+amY=MaQkA;yccy>L~nQJ zk5$lN1d4VblJ?(yAJ5ThCV?pIuE*$j{LUoQb3-&c9MV1gjtPR8i7{fO z0HP?{X$oyq{8ud#q0*=Ep?CH^(!8Y;nB~Ok zxXhG%-|-kZGSK-em81vqlZdA{i0yN879ZF>Wj~&{94(=2vy0tNXztIcpa{L`807;j zF*k80ZOaH}qp!hXu@TTp@g%!GjzIPjd&QnjXzP%C$o*zi7(D<(%^|rIB)8^aeQr|H zQA7W_Lr?fof|~n$pGEK3%hP}Rt=$_OIx&dIW>0%B?B(ZawdYyekSApm%Cb)R04eI#hEnt5k*Z{TxgWUzs}gt?IUf zQIaPHrn2xLT&CM9F>F(NB$B;xvUwNti++;iiF}ReJ;XrLzr$b;DiMF@>~@q^G`wxw zL;0S5wPshlZ5Aw@woV_Qn09<-7DI}_;z6fH?03A4q2T^4TPP4a<e~meC0a^@&-#h&Q5!&Q9zlx|@wmy#9zZTLda6)vCs3m5gqeDiVi+34;Q3 zzo_=cz+50Y{TeC1{g)qIPdej$>#N6e4Kod$0w4w!4PV60lYR|V_gucAPf1(!gd z0rZj|YD{Lm8jfAdJ~`vi_7n&{W3;5Ny!1skr&{}vY-)cip!RLm?Jvu{h2+X3nd3s7 zjn6^p{&L$zBr_sH=6;D9?st0*EX{1;8mgb$9zF)V9;-{+ambs-#iSTz_v)vC zW}(U7zAr4@4DNNzNt^h*sD`l)}nugWM4B!_HhcgBzMmuEy(*@ARuZN+oqV5smml;2T?9AdQTURIyRf zY#?_nv_fR~VMI(p`K46H>p=IXO*8&3~T+VyYZ5qw9Ay>Wf>SkF2#?6n_Bt zb++X>>|PkA_@AUA2vpvCZIi;_+J*+8^|}FFTgg@%~M!tw->=2@HgbS8TUJpjMbEX+J)GrYKuqXSR9=3vs3PG zEcqfv*d)d&VkAU!Rd2}_W;BEl$`8l>9q)&5Wmm`!x%s;7oh9WxX8jmtcR@V;3r~CvAqQ^N)xNXuq##$dWCOA6ha~;ENR2)PK8# z{Mf^8WB!y+NUuQCNXRxd)8_SdM32|2pj>b9Z3glZjV_EW^6efR-W`y(@iKcvDT5A5 zHZ0ifI`~6<40Arwb(F607wcn!1cB`5BODJ&owuXMWQUSP-2MLTt?++ZsFH7lP9)=K zVfD+D9X-~4+Zt6j_>@KT%TU7-Z>mS`H!aP=mqjP`OzB!|g)5sHXB_+7+6;Db%fkbk zPuMUf2mzbj=^HDqVp*9m^#HvzN<#Y>YR@c9`3>3l;|SHY>HOA~b*nNs*CW2z%lV#j zTP})KD{L%|wl~wc_*sAI6A}fSv1-E^_VV+jJ>%N!_P>NvTD)wn>ff%5Je6O=AtgW0Osvz#lo3Xvk8B3H#aGYKlfn?xoJbR zf%%yLt1_oBS^*||y=X<0>m-{Uwg&Ebx% zv9`WUbzJhf%GG}!^9H7F-*ih`-BNlCExLp9iY<-iLD{Oz6S%<`-_7i6#kX(OkwV=jS7H#q^@6BnF0|*RvocoMZZSt;?IsxGUSissm<9b4UP1&u1k#QO&cZBnz23+WG%gbC zId+OGt^NT$Cuyudx6O^xkT%j?7;k zPt+By;aJdm4qiPbn>gJfaFO}b8VYkqH-$DhX+6}=Cg0gH(3dZLM32fBi@Ofn)*-T= z#D*A+KjO90_%x`?F%Q$GL2On$;Qw@|sJP1*{-S?^|J3+lO^!|ogIoGN3Hn^*4o~xy z#p@bJUtqf8mX5H~u9#Udwz8Ay_z_Eo{?8SaE?8AqUBXru{lR^7~kCrjlvo}79x_p_i%N-9jCp|Yr!Se#ULQ^u8LZ8lrk*`E3Y6VI?)g zjvk(6>L;S?LVCnL9x0xDk*ne+EzzOO0e!f(Fnbjr4XLh0I)WQwzsdKkP;ec%fW0V! zJs!bQV?98sPp~0Dx9uZBX?nXh{-7Df;VgeDsrT(s)7>~7&EgUka}OmDNXvghxMv*z zqrZK7fKU{DOC^sKe2Q-yqXxAp0ogH=ZpA~ItV2yG9f6_a!xCxi;4DSK|H~cs;x&aj zXiuF0hMb&y;V~4TUvb@-A~|d@F$>jtO4R!-LFMfj>t8Ukpw*l~7aF#aK|$Gu$6nRl?tU0H>Zh_JDG-B)cR3Y~{>LH9Y@FV^( zS4S?t>B|aaD?ym{VjMiG>i#eOdi`oylv+THjYzraf&bJ6-m3> zjC+^7EmwkJ_OEkdic z=#wz!cA_<6xh5d(qsMq8ylouX(_%dw#28K_^b58tmA0n7`1ey^YOH@{`9wYGm>m-M z`+9zqdO*`z?TZ6JRkPve9;551;+mwYj(d_yMv=hCfe7;p2z&w5XbLG?Ll0LSj9tWn zP5UP#_mFMEOCPR6%c_)$f1D@zQM$Fc)V}2bPd+}+Xb5D#!R8!TkauX zIY4l9AWtLurt!v`^67t6;F`27Yn-^t`y8*1AU-7-$TUsz>ih9YeG$z6OKS9sr4q3%&I29-@!+WdRxoF4(>P19hNkdDp+AqK%7{eFxFni4BW!&nMq-gfPTf-~+X4M@y2^q9j9}M|;e3!a# zs3{X9i=%ctaq)jvq;sA4TbTEJm;fv4wbYDbU0nR^KAnxMpkA^dG1d@344<`mb&+Id zB~J55owgl^HL~|IxpV-F-VUqcrrY5ac>(T5IUtsWVM+NwZL>I;)yyB!3_8?&5cOs! zsjqxnk10s>9Ufzi9W|+|EGRMMvrEngL}Qz4 zL|zr&%($UZdwnL<-nWbt--pcL+HV9|UzqJ>7cRrESX<1ciXb6n`zv+7k5FMAEn_Sw zllj6fBXrPcZ+t0{Yk5Wc20cv;+U{r2Hs)Z*=v$zQN?joKB+vP&2bI+odF}tmm@v(W_Wb}xt;`*K$iU_Cz z^cjVTFaS39eiwoj$63nnyZVt6VRVW=?-bK)5Tw3SSc}WJ4#a^-VR-Ht+MZ~D`qW4m zVG)4D(1pKl%JLMA_yIWkEWac%EWVfXQM)QC>J!O-}&8n_FZ6_ac1W3m6?B= zg&hF}Xx!>?)uPzTRuq-*~>lF>Rd1w9Z#ZmR3m)Tw+b71zPp!N`a=& zGw)a{V=|kNVy8}UrBFTj@`{+154Ya-2TZ*`*@>-BqAs{%L^RM-dQ?&;kgR?9$;Fac z*=xw;j3A%5bA`#eB-A2@DJkyi@DP8QXBqxQd5+2f^6C4DH}vV-*14UX94*~>;wBoD zR*DY)yAJtF{fmi-Ro?ec!=w8Qxk{;}r-&7V1~+m~_{IQCgX7TAh~e@d@AyM3a<>gN}NXLGIUFeQ1a(qE0849s4hYc5l{B=T&{Hw)3bjt zQ<;`ZZX>rf{qT!jJ<`9H7O_`dE06tLbUhs2S{#GJ!Tl_OPkXcw-9R*ad~ONi4mjiV zwF)KUqdO;)!a5h-W0{Y%a;ksV)BLWR@1ZQj$OvAnz*d|zK(5XqU#x$VjXYqj%z#)N0m7Vo<+dx9qr&sBabWT51YTkk4RePf9t zPvv@X16sW&(sOXvLet|tv0Vec{Lit$TWt%I{)^9j#-|lVl%ijp;7)%FgU2)Z+?4l6 zx2&oKV%@orBT`uB98jq~tAFj(??~dJw~*-|)bQ?wVwLx?`!$FJ=|M?cJKU~si935D z*OkcebjR|!PL@LJE4E9Ebrb0a$7n^5gRrXbS8V&AcTJ%=cF8s+9l_Ueag1=^PdzG| zTb5JXMhaF#?T9sQPT+s_HbT?)vEWuCLBv^mv{r{Sk+lO}2F7i%OcBTAI8Z>QW*R_| z7iQF>l;hoJh96YHs2J@QaxZq>yBMv4$J!9U_e}!UD6AMGaNTw{hikXTAM5S6R5E>S z(`AKCs|>NmNFU?K3Z{D2pm%PUqQ28H#&-n1cPGM9NVs~idj07nJuePdqdTIv$7J8x zGtHBK;4p3+A|QW5nP{QZx$f}2QlFO2<0Jy6!s9h1d%|Wt!r0tO1s_J(V~b_B^+5-{ zSh1_Y{dWI{MaV%bkPT&@Z)+h7xfO!gWBhn=#Y=cduu%D1z-~q8Q?HiM&S>KLS&)0M8p-bE9?UkuWNY9{Vq9X?P zU-|Tq8uNc!h@3lJB$o8F{U6hoK=ULVPOIc4`7=Fl@w>`>!38 z9iw)xe0Ozvy1$YRTd|8=cC4axKV&A~sa?D~w2y?%I**iIqoK>Ecmc5IRF^fsXB_?+ zp;GM`ku-d4KHuv5MKB3>xGutCdP~Vk1;c+82Vwq-wTT^h*L*#O5`j8(s&i`0`xuMb zm~(17PhvRgq$`yH3!p7-%a8Ax#+sq4*tIaybSeF6RS;o5`kG@%Q99@K0rB%?5D{R} z(g0e+Zq}kqliNZcll$hPs6!G6h53^DzRj(?ARmY>*-5XOWsUTZ6;dN38P0T<&=iMzDTh{W~H z+ufQmdr$nQ7G~VXcc^6mvpr%01~vTU3ly?aY!9A508TE~T7i57Z=B1t+MPXceDU#x#N{Py8r6*{;WIFYRjP#q0VPi}f29e}cH^iiglbSBmucXw*@??id@7#{Z&Q4tO+lO>^YJN|I} zF|Q^S4aXKIw7Sl3tdo{Kw4UvXm~z;!e+#DER>Y{WXQbVxMP}iKg@3G0;;9ME=sBm6k#h%kVj*Jh+@fP}rs)`h)7anW z=kV1V1~SJ@QzO5|$QM2Ts=i$1$Jcb)@@}24`6l!MYBFJD50GLman#dPxwBYPN*OQ5 z?)(-CEQ#OK$Xkkr$yNer8Z#f_K%dxg@QIeu^uC^jsCvx|Hs!mRC_Rc#d6;FTfq2}iI4Urog$0w}z z3##p+vt)m_b2NzMaQ2b?yxGED%v?E3*(TGBBO|({f{jUr8EBf#cVQOTc@9Y&kru(T ziZZ%l3$)roBju<3f>E>v$%XQW(zCzL?FeAkrB_i^nIXKoo%4mju9nMnl$b>?7iw0o zfBLpo9>JVmZnl5N457zeedjN6RlH<~H*O+*sa^kCO-lYMFf;CkO{ZY3jPi@#eG|uf zYRF8P&M~apu0QPz_N*U!K)dlH3YR!q<}!+my8Ky|c>AKYztHWqvgWhE7fO~8-*awRALTJoj_1K*^u#Tc$Rn_V>N!M| zMx`8mIRZ_SyYIlYT-|=VOhuno0fS-%T6v0pWB*GH0Ry4 zswAlurjp7OYAQ&M=;w?zUMU2gJUwytOdW?V(Yk+7F~b*4n4MEU>>Dz~K%}m)RI%sk z+aky({eu~D$2%;@gd1d3>A0i-kMDJ z@OOXeBpAV|!g;Ff33^n;r|H|z)>=~BoJjb#ZQK1LY6n|M-I0j8+nV?tc45rfYzcSl z>L1(zeC2LzlA=`A2zQ!?sC@4alEf%zra=T0gj#m+pKEh-((i!!I%m zK4Bnmo49RNI=}`l^KNU`Hj+|&TI)?Ic_4p?X%Z^dm0`B1DT*Z!{N-@BWxG-f$A&Y^@iLaVt9WOjb)#sDyZ&}|dWP$Hvo+zmK%^YL zFkL0V;!W;bTpd*pZS)Y@&rY!{RvCYhy4=y6{nkQ{3E!^RsUZhQgqcZYSKQI@p zsPw(sUZPYqD^o-_qyBOn88nQys}ax2r|B2=iI;4Ev~}lBj&Zp{-H@5$Gn#)g4SlHs zzJ>XH>Z;Dh;~b^ZV2T5kFsR9oTNruLMqd6W48^0>FCS$Hq+4}y0U(rvF!cEl!90&& z)|^1nm9>=IR>);~lNOtA23k$#y_Krkm$y(N!P}2%kiD*She_o;d{+I)aAv(R5~`Qn zUCE?LTPf^N?bqL!@4w!xDolUw;;B7RyTx3XA;2MjBvpq|Yv`UdA>sI>2yLpYFxj;2 zt5_u7er}0Geg)V}sA2vd+ZLL;ggYOf9x3vgB{f0Lyj?wP*L`f=G%1g_jy8rX`H^mb zA*YZ1i`Mia6J*0BjowfSR*8_iF6(SOU&eH39e0$|fe);N`DzQK_MCrCiLp#M96AFZ z2(<><_RAkcAVsg)dSP)fTR?F|xuaKZT<7$UzOZ8uqUMDEf*oXNhGt6Ha7A zOxRdq)w{3oG($0@h)O(A0wg|o>nw1rb%Z(xDkp2dm@R)U*a}W*V4(VkeLH_- zQ8x2}Ai2Zv3e>I-7a5W9(wBjbZ^R+2tB~hnJ|xVg7-K+e1I+w_QEjufW3^#n-}FRd zCU%&%)nIp1F%+zl$JB0h_lU)7#%kd%UXZg^>aKN`SeAW%-B?1WVjQ@ROI%5);7>Yg z{=sA6h3vYtFv5RRg+(Wvp+vK>U8((a)I=lPD3uWdV!J&Z#LA!81Md(MijVgOD%11v zl&Ok+*HCx*?mXQrdfn&SuQP$OeuejDZDW^(k@EMIU<&Igl%kS{Hv><(|$SJ7kvv*6_~3p|rK!}dz04Eq-4YW=Esd~G5gqCO_(s^6-9Ccs2WPPiqko}N7LJ4Xz# zvoIuw3R+~EZ?-*gVqI-28IEorOir848V%5`Ch?x~>pp_9q*fJyVwX#3$rvwmoaOR5 zR%^)Cf&@H5 z{P8M8pqy^Qow_FIfy71|^f~X2!O(2Cy2qtkbSn76xl<~OBAMi4@vgVnlyeaLEsS|h z`QfcWZm%Yv>FNyRkMDssJ1^$*0+lAdWo;s>Pey+QD0VS9w^GUuTuIaQ*N|9TfC(-B z+2PMg&n5_hgWP3(6gztO2_cM5_w9ozR-3$T=o>TgIHw+_5_@~f#tDTN|2B7qA&voQuf>@??OI)V7^w00V zxr2YUQJWlpeu7tVca-K@-Z`k@z_?8p_{OA&e)prghpXPuDHcyvS71DXyRzNzDYdL?3^ih4=8U8`XJ%aBQF%XknZThKi@CtUr z+jF!3+=jMZN`r1sp1N^pc^?BR9u(K7xvTucuXYEukQ8}YCoTJng!%+!u3gv9$7c_- zaM`?cG1|o+XraTBIl>2-ABBpWTJK3FS7=v%gnY%&pqkQCbT8a3Q**YNbz>qTX@f{=y4;D<9H^`Jv=bJ!VrDM2Dj9dvRu zD!(Ddxs;?Wlc`3^+D;N#4>x}lPuFNta;z=q?%0Ms(EzJ}-g0gHOaZ|bS^3l205QB@ z2H^3ho=+W#Ca(nH78i`wrkj0)Tu=cou$8H&Hecq$LbskR4gPBhy8PPt)-D|8Abm=B z#?h_jMpQpzL;Me&;uMpoJy7Ln1D5}irwxW-X%YQR3NJ5=eP4M;=1+efl#^no-!HhA zVk_iv;DkUD>!3sFTk|!m4@D43auz9`=mg4h2L%l*|DO83!tbv;e+zVY5@#rdxEySp zs+`@|%M_67fz-jrCKmUn?S^CP@AR28>_aZkwT=I!Dv$~P^@a@bO6O@h_J9rK=}1=< z@|}V&+?&j&i|sSB#N>att+JZ~>abUsdO~iw8o1XUaQ8D22t73fA=XUH1Vjk(Bx?Jx zFCBrwuar_*?>0s;6n=vZSGGaN|0&o(nH^nrox-S2@NjC>BqHmhj|_Swz>l-0Fg$tf zHPNe7eyhvAOYwsb*AVbWwqGAxp^5g_`69Sknm0#U@SjCb;P-z6p1zA(67%t-*u0q0`YK#k!GIB0Iy367GjJW zm7G-pkH=h2fhTDuGvF|S;R_draRm81e}9r@%ws@`zo^SgV@WPhc~j&XDsuz!?)fzN zT0Ywt;POH3Iw!%>zCRgLA8$|KItt$+*>GO$DTu+x0TzGgzE-UPi^Ei%$~CFoRLp@S zC&=So@Qby!o6}_$s`G5NRL#>kh2ut}VnK56;U0cbuo@@#MdCkq@ub(bXoD+2u})Y9 z$DSLL6{KxO%vr8hWC)TggI_lV&VX?cv!C-qoD-I??Z*{o7DgZv<6vN$83g_*M|if; zBj;eX5~6=H_4IFu5>_N%*j2;eYn!_>;{njDbN|dFNPbt_>pTosB)Uy4RY)Xgl)AlD zKn{=uO!9W~3u0y-L*Uo+TBfe@Ll0CET<>eq8r6ci43Tdzt8g?0vFRDC zqQ04Kd~dM_So;p#!a8V(uUfwef}}*i-3gGnC|-YpAu@uo@N;w}pFRG>chDlJf_WY> zrWP^(c9VFgkx`BP|2<}0qYoizprE{;yY7su$0^X4XH@u_<6UXUZldQeyQi#|XXRPx zo5ogrXnr13#yRudW zmrv!h86Oiism+od)JfG4ezw4lJ_sa%7OyRvm%WK~iM8uv^|QGLIK( zq*9yP`(@DDYk25p0ebN4@-!gj668?O>dU2wWA2-74U_2qTPwODi5=Hta7LG16v=-{ z{WHIh`@9y7SmrCMa=V&bRl5M;m%9ofhS{*Se5kq;M%>+|QZ#K#TIo>zSg)F3sFwtm z#)xKLWZvYek~>fn4I6Br5OM?V2DD4mddb{QbtiXx$z2Z=<;==NCWMuSn6lcax0K^w zqr$tG;pKtn$3N>SN`F@WQ*}_97S(@KvB8i}9Hna<*=SHlXp`&f_MC*8lnfF+qO%fK zSUiD_tFg_)j*z?qO?#PIGV9PrhyaS!T3s}UOAKF+z{P6TLf+H~lMS|eDyT4}x*4{A z7zvPJ-nGs9e|332B+0Y`PcX*NKCM@Q!rb1P7$AoI4`J@d^eM(_uACiOr`dl*&q1Ce zq+uBc1Je{ilbb(jEk_(A<%7{YH=;veZ?cgIDi?5}&deYR1_UDXM=G4Ryj-L;jPer2l1L!-WNq-9R!TQx|8$t_L%Ys<4Hl zNC)8Is1%!y~wxjrSsE0MB`HJuV{rJxI27rPr8NKG6H*He0MQXTb@V(mF5Sj z0&V?h>tATM8P+s_>n{#NPUG~~>Iy#e?XE$dy~3hwPswek7x1sL99@3_Hq_QAwjY^g zE2@L)%PsKT{i$vaC0Xn9(%a%D=LT?C_E>^`y+RVKsSxv>7onzQ7qEI5UN4I`JSkg1 zOpPzy8Dpp)FqsEK=Dc|kb#O~3g)ti!?_8VN9d-p#FFw6$x5#wmlKg`AW5grDUCW8} zSRA06p~m)tq$QIoz`K79CM@~s-B*?XAsoEV!SDUe2s}zY-5RyxByFS^`t<_w(J;)I zKN=C)+V8b3ZE@k>itjg``UvgqIh_X5XF~EJC6q9J=1D@le>0A#uE?rX57&}=>Uxr2 zwBmX#)bJcQSYj5-y)6O14krhJiJ;yI3-3PVKT5HSlUT!Wn|pu9eGXTrFPfOYETNsQ z0-W~SqaKD?fFWA9^xqpif%{;C^idqEn6c$t*x27KpD@F>Y{GwU2^Q;g@9G@!Ae=!h zGg!LAlrxZnIA8=SiF@H(Hq)+qH57g9M=CP=6v*=~gr&N!>%;%m-D!>NOf~lZ*-H)% zNR#5X%y0w;qG0i$#SO09~EadA9Sth_450)9{gTsHZn(_9!t-&l2FS>MA zoB5>cIu9sMj1F_p`M0QW@5+K1*h7@J5U;hY)602zj{D=D+^x%n$s5HJ^WVfDD-5^MD3^*u36D&e=eQJvd z;=Z?XbqD5R(CsvzJo%n2+Ko(hK$@)oKBzm(+{-^}yav)p^+%?D$#pPrX=_^E|4a?f z<3_ewc#wa5)gop`k6RIfg=#@(8qv zSj@AEfg>m;i=-eIIxk?%eYKD0d$Ay zfB%0(iPIO&KV3pY*(|5Oz7Ir-$OnqG5v?%u)vZvg_pL9|to-k-YyXq&UEl-hRjJeN z^RYjq50Mo>XgDhtj@mit@NI+w%0xv$!NLO(oGn34ND{Ib1Hv}O8fm_jm!tBO5?{b@ z^SQOtSVfOt!zPt5!U=$XaPIVh9+m&DVp4zf3@ycwm#Y+2af0CHtSEK_?t zbD-P$bf4^1Xr2{*9qg~4{9a5j3~|@__YH-eQ*f9;poL>QjoF~FZQE(m*tU&7R%6?? z8r!y=#OMTx*?xw)p!kcdZS=?;cGFccYJ3Um(vnHi z_Ic4Tjx&=U@oA;(flHs?L4T{CI4KZrZ6uW;7^lByV)H zFaeGAVs$4&Op?C|0&lh2x5HA3Yat_-3{wVp719v}`#!z2 zn&5)@{Bbe(2{{NEnkG~e^A-XX|^oHN%-k} zuZ=0`cFUXee$ybsz*SGjD8T;{Jn8f7#3Dajg-r6uES4v`-bV#ZUw$1!Y-I2~KKd^w zJ0#5e?1J{LiF;p3aZEBWuxaQyOOvC@^{Ygt_#5>#nL^gY<+Ux1f+&l4V5s8z=c(_| z>m8}m^U?Yc#I!e)-$}sq0A)VL2q7{+m}~(&ibl6xhI&KlG@^t^xbI*D@Pxh4RQni` ziYkkt*XKJEgsO?h4(eH%>2`AbQ2L7_FvYkZ~P48lNNE4>t=rKwp=yD2| zu>I(d3f?nbMYe2{Az>G`(L5H;e$I17x3bv{49$#kWiUaj$@HO%L|6R?c(Oi2m9rpY zob&e+MB-n|-w*;cSaq}P%A6K8qZ2ITXawQf-O5b~0ZexKPMjbES54y0?7F8Mdb2b- zSA9e;)7oUisiaC|dVArxVeg<;yE-AEZ*aGh+9#fYyenQT0%jD}izlet z1VQ1!*fA)I@)BVe{PgWTMC~;OVjR44(s*&p?;{jQwJ3lo**la(LN>!fSpTk&s>Z8# z?EsaP*GzgW=u?Q-12U!1ma;S}^`AwlLhna^qQ_aPBcr7A-fGx+!ueuL zQsq_>ruSwafAm5El1mp@JQ3q8>k1BjL8qL~&)G{R^AM&Ub)Aq=%^%4o_)kUx;lKt3_KP z68m9vM}E+RSa9(0kpO;m+x^2q$jjGYFF1+)p6ez?;SYq;t;vTL++qbvyGKZbg)Gy= z0Es6gOvFNQ)}YU+(*^^QlVXBkged#VKmS?e7~XK~!;3^tzKogjbE2Q73zrWG2WyQx zJ(LGi0xKmau7c5~ zZ%^0^M>*DC>Ls@`aV|KTx!5MpEgU_39z!mNQQ0HMAocNl(prAxcb>_Z_*XGaD@}m3 zb`|B#2)7;lrSvN}{v2#^Wv7d)%|sjGK>DGPu(?C*!TXlFgQvEfEA|P+_g+pYxDpq= zrBg^|G3X4?P4oVD;T3+(Q?L&7CGwZ@N}i3y*`O1aX)F<0POXnTb{3g^iWffQMPKOh zH6a_uR_zncv(Vy#nT($N^^;D`LNFi)TIc;ZR`pQ%e(JDy5BJsW8}qIv|G1UskHxFW z8`W^yrJd7Bee)i{!43Y*>r+49r8|1(;P7swBoF1vI0O%6+-GD8lBy&cU)!I$Y_R<` zgQvgl7X&hFSsLx>gWfKon7rcMKc!;(Jm|}O!d;{o;y{_oE`Q-n;CNJ#5|(TqrwGCd9C_*(6fmn|+ZkM@yw9o;M0+h4o>k2uX@%$@CnI z!C^f|LbXbzXR8!^Lq<#&T#f=D`|tOU@q8{~$bM0emUXaLZ244#jgy zo{=o_Hwe|i&+74glVL9_Aclu<3Qq}GzneEDuZPXGPOVPEzF3DsPaZn3d38MOZI3v( z;oGmaXLWy$l&DELM()HIh!fB+&FMmu-+H*L!V&K0XPJE~rd8B5!jT4`W>S+_tQg$j z-HtZT9j(BmP0w>$jU22WQBtFPBC&CI$9L@~n+i>mB&iPAe@}9hFuMAXlGe+lI#gf) z5N1`%In7MFcANY;!n;P_Im!sPVbw-)3K8<&q&&fWk);M-5xN#N>ivFd!F_XxaS=v7 z9gW@XjyI{#1Gh0tx*r0{c()Y`6IQ4>rh*mtaOwwr{nqiTNwLIvXG(9+{Hlp!at1N& z0@&#Pj4$Tr%XO9DLOlw$FR2E9_FxL`AB{@K{W>O>JEZerPmak2;Wy*+B5VQ-xE&E* z9CVw0bHA@Xs_22b7)|h@4j85g+|22c-R^}eZ~-*+@cxZ6x&6SvxE4z44Zn%QWKVsR z*lHqk*aSO6S@cpE;!BMt6>n1R9y!0fkfc0 z&jzL|?XJDsCs>rtZzIpFs18PCJ zvl3Qcft$q{GY6Q4wwVbi|5J8Kb%D{`W(vs761+?%hnMB5lsOTMVD=n^YBeiLPT{xg$;h`pCXpnVNXbcc-Q*}_h4BfiQSylzLhBkUhq zI^z&O!S}$NG}$2Z-jAuIkb6}WP$HuEcH1(szups{gZMME{~t=jP-82SuC7C^uhNx| zJnx&~hw#R%gDTCm))eM*Q3++vd*-Vj+d#8JUh6N5IJ-qp9(>^AbbRjzcC1gj*$#13J6#@tiNEs zXlCXQMppdS=B%)Jgj4^3@2CLtm%rkTU%)JO1~qmR=qU+mkB$N-F$q+dfS$Vdp5h#rKjN-!jij7wS%GVnX;su)~LBXA!oxwe}l;45E&;;HZkR3!3 z9&mBRZwvkKry%dRI5XhwLSKuE@A(bGusTZ#~#Mj4XOZ?lnA2NC6O=>RyY54F$b!1k$Yq4Sp&e0)ox5oAaWGf}F~OOCA)^3rteJ z(;%8=ETSM$OLA~ff<=+MF6K~AfW!5k{}UH;`d!3`J5fJ@8his7=wUr0PWLwW3=(~0 z-aO56fDs#gw%bNtk(C%JJ~+9UC-^<4mh%7F%1y}+zNSi!f?QG zVVr^tyTaa;^cg7q9pnOxZX*N?3My(G z2pRdHe-Cg7FoE=c-ro?_X~Ia55r3$)r~16Mo74#4@4S$r=Ifqu5_*Ttf6Ad{t{FsA`F9i^idjPo17z=KePbmz~F-7|x7)UAG(vU#7f zwZjOp01_VX;n}C3FPQsvYaj~cFvu&Wh;8}lD#V2QYNo>m0daCIW1asO4P>Ps{9Go8 z%W6Uz{~D{ebPn|NE@Q&476mMPC|%{ku$NaRenx(x4b zK=N%GS^ziU3B`SlLkN6{2pe4m`O)=p$CUF{<0z6m&jvrEZuxOG78(#NvK_6*C8R+R z8!5jRk28Dr4O%LM*4Xt|%dZWp!-kX?GOq!EJ;#T->r~igD`5+A!*A}VW0Ug_=S*ea zW%@@W8TM$^``QDaTX$*X3Rwkoy7?QL^WoZOmV;>Z5WB9kUpE^4SKHlF1jo}TJk)cS zRY|4cxrVuq?c>P;@w_8~35i}$kZ`|cG~QK;Na*6S@&@PvtZ;_q9bev@X9d0Ha#PKK zgoJGA5yX#ByL3Lh*uM>qFMQ(?6HRzrKemIUjS(G8EA7k6ayArAYFZEFA62dXW{9$PsobFG-^h zf2X+3fl!OfQ-jmt^RcI>PRD713G3wmkNxGew#CHqO`5uH2v4GfBwUXg=EcHjbleSY zZ?5sW=HWSAMT~nt69kv7roXq_c%a{+7Y9bd-8vwywX+&uQAtlL)Ka8|$6=%^PNW@M z8=9P=YL4+L!)5=VD01Aa(f4Rlr@J`}*EavHovy-oygN6r%cj~t4ZHtv#)04kbm=rp zH9m2E!z8brr9W;vvQ{e|_QCSuL0#&|aBnTL=E88KeeY)-NiKii{Qw(oxw_Hg zP)J9DqfNxkzw9me*hgQiM{URiv6nk+ zM>&^Jhupyjh+JdYB8Ym)USV(#P;eAwbT`Ujh+4t2x{mk#l3h#A6Z&$ShKRBPEYW!5 zE~apB$;vsfweZ6sykH_gMXF0$Dc+AFU0BQvRakv0dQue69`ZtLEnkNwdYF#s8zL6& zWoSv~#8uhaXNT%L4;>xlOP)b^g=TJ zZXVvLGlN!q)v`>Y$V;ONc7BCoyH$CaWtU?SnA<|0%j;ox#Pk>{&$jz2YBc4I6+n~E zceF)JOs0LfMhRl^;+i4``kx7gPn=xbo^076vU@R7zk81>oxicM3yCl0RMKpcu#ar_ zjrIMZc?d23yV__wz@Ov$>67qTfjWq+b>G-({p%@%AuTXFg14D^*4u8ZwAe0{fAj%a z{p)p+5ry_qsS`gsVabK|AW&;ENRKyIeu-6$`l?JL!A4(;RV(`$5XzrpmnAR_u^v&s zwH*J-telyT_58`s)~sv0pVcAw+~cXCy6p2YO0%wcHu0GIuCr?}VtD6^<=g zf?)%B3vD6cILfU|wU* z$MbnPA6GHqWdRoDiZDy!g$nYt>$gVUCNtl^h&ZWv2~FBf_vwx4vaE zPhGQdbQp?ixCzE@cDa_7xl%QUqa&^mmyGMfA|l}))u06maJUhxkK6uPzGpOS^ECpC z2d8@EM&ZUD@!n9slsGT$Y6{Mvi$uF$AWG1x8ts#^d}SiO`&TOfJ4Vl#D}}LvD|k^1(_9hf6D_nWPm)grOC8EW771tjsaWNF|t#$vzu|Y zRvK^4VnUZPqc+L)#3IlHU#^hMH<3J#R-#U2KUjT?S%ac|B--vDmM5hpldac zemz83h;Z=#%Am82L=15Wq^Yk`X!>Rf5mxsUeLfp}ohWPO7+#q3s-(-;Wa2KqZiicl z9tDbrAIQfp^2E}o7A|X6MTllbP-85Eds$@Xf^6+R*&yAH_NF{A&u;PKt!&>A^(EP@ zltuSq>HSwYxSPw>uAKjO)HHKI)CGmW?x?{Ahp_WZldePZjP@rr5N-3#?PBjfdJkY>jH`?G0`W*h_o zplNm?2hyExS}uy3yGN_Pqe^POrWq4;6K}Uk6)J|)-m~dzvNzliU4hH7by8H!HbE*tfy2j6(`NuQFz32G1q)>ldzeROOE_OZUz(#_jyZxV6`Ebi}K2qWKQ$#y)1)8=0iQLJq1|IG7;&TnzRuR|IXo(a(D|nPy+4w; zG)#A+JXs#}sJb8_TRnBrHtUoL=0aR2JB2Y zMSZEnhf3bGDpbat-g}fN?wt%X!v1c# z^rFuRL&UHsow1fx*;1dj<*SR|m0LnpJx_`AbrknCRUdu~9r!4! zqJpA>?MtYY-9(x^90nd^!M5+fIrZDfcVAn)wohvv(M90=_8gee?8@z`E)i~-Z_a|$%`)C%0m=4N1l4W6p{OOomdkcV(8ztxU8OW4G) zFkT#o1EoH6BfKZszaroE5DPZ?I)8|${9SSSZX}AjPrLt@P4g0(!=zYIM2r5!SP3N-V&;! z689SAzcdMyR#?_5fG2%EF)|}(iSiE7#&mY*+X!%=t(K~*bteDrl*_=3I|~n42qGsTeLgNRIpZEbD+=w`yiR zPB9o{;-o7BUKAdwSTH85?s&_ZtDRY-mam?(k4`<}{eIrKNssZo1xrIC)y{fGk^3mw z&mQg5RZD9w#dSEh9T^Kv4vFRXY8EpPr(=ukU0>IunYN6*SpU_4N@!vD9-(e*b)TZm z5CV2t8To)^mg!O_&wRP4^tqu?x~~u%y9B|pP33(Ij9)zBxKNBc^N6lxO*X-|Pt+RS zoI$yj=|+q1^`1V+dMKZN-p;1bFGVGW88N}Xv0H*FuKFDq&Xa~_;YyJGTtPmM zkaEutJR)i6t54>m{LN+3+H^J*J<5J3<@q-S^RuqXO@zrqiXvDrxwIiOgvbI{ZLWX zv=j|El8|B9_N6J^a?2_@oXkcl_5yuRSrg_(?COUqDOSiAIQWXu13WsMbPF>;Hix~f zd+Dvxz1&D#o`mbtG{@V zyK&z0Z=t90K&qvCQ5}NcJ;RdI?eT^lLi;>X61o*Un-oH8GKZh7ZS&)Xa89re7;O?u z+r|?(#${9;wmh1RR-0eYSiUg9r=*VwDUs+AN&YWTXKJIOn%C;Q)@RnX43=_~E z%bqUP@fT4~MM0llc|F4~y~mqz#10YtBn^M!BA`AkBjT|Z*%%l!$c%7hmGV}nO=+OK zIRucNigq%-4U~uJS-NuqRcU`8;(mAUN`_5@9l({!n4d;}cTauPEpRl_r4}#>Ev&^< zSU%f>i-9L-qqX*dBz|Gm4SKFmG2%1bv8%Fy$7m+WATfT#B{oV6qt@VDpwzM#CFsB|n;GDYzhC*w3m2ue~% zRCS|LnqTEaW-PP?NY`um_g{&#VT}5MV<_LY8CB6FdBI7mk>;bfyq%OZ^vOMdp zICue8zmd#24Da~;JP}7{+@%V|x`wrer4N)x{3)E|>kU5^0M2~!rvUdcQ%#;~jLDE{rY6gJjKtQ@7F_G4}GEwsvti@UzxS#+fBy?;t|Q zJU5p$D$ibTRALj#+`g;ty`ncStE{cqs&YRki^IOsNcsY~9k!-v-L2f(P4r4OJEj=< zdM_RjXL(WqmNcS{mL!-q=-!p`YSbsnG72%;I^+WAZPK6m;D4vKPOnf~ck{1$6|)&7MP@G`Jt=OjhWSmvV29iu@AnA z@4r9H@*UOVRXvgYI3_Y^g{4*C#)D7aE|4W2#A%nA{>Zl?to(KQ2vp= zr>*Bbs871lzU)e(iTJI*xRVx>kEzf0&fzv=K9FcG*HhvTD4~X%Yb((|D;rlHz8d1f zR^-?SU_0W8koVcl(C(Vp4`FgSn)XRYbD)XlOntJZM$Or`<>Fzx@T__j61DBf%knrhm;Z!Ut^EeDh>8f&Tt^66)ri zbU{wDW39~(YZJPRK|``lScnS4{p~Nki>K}R#_%c5;O9U#j`Pq(s{p=W|Br66M}h@x ziRJa11=B+fYQ8Jkqq<&cXedV z+MUzN5%n(DV`zzQebqynW*5uT;$d|+?rON}6Q$cCxo=)r$qM*^=Zh#U9r_jzeiS?Z z+rscDTK#Z4`ME8tdsoMGeSDT~<7fiqPsDUu-+w}ZVkmXH+rXrxpw71DBimg+Q0$Yq z>ok6+6;%9C|hAC)S1E@fiCvOnUvQi_pbD_WAJO6{l(qsjG*3LDo4! zSUv?wYEXs_+YyV|{4r16G-B3S$hlt3SCY)~(glu3qdCuGJ%RC~q9#GA`Q`qjs~J{E zGg^nZOf^|Mh34w;Xt)fG|7zp{kXA0%oHJv~&hF;lKvhJOK(MMR9WI1DqSo#TAJrtU zgDMEZeRyWi$!KH)`4=J-kjTK;msKyp7O1srtpcfBlwZzvS0VJ^>R7%Lda}9ZgfFE( zI#7ICNq(~SK#h9!H7M4cY~0({WmFUV%RK_6#%E-EI5zC5QEa9K?ihHB%$N`7`3bH6e-C`!8*H|XW-Sm|Ok zTLa$;QC)xJXg7I1Gt2Yd;K6pAhO}ExRWbY>RCX#KbgG_IfcZ&8L71{?%=d?(!@XY8 zp7ewETJ<5^Tt0=B9^}!|YT~rc&-@w)rZO?_Q%||bMgxmBR9bQzqPo&W|(iy@X&Del3>i7 zDcuTi?@)}KEUZjyDZPqt1piy!SA@$4XJKSc=|=xY0cGKYV-UA+baEzUVP^kd5s#RO z>tBB!7!)N?rEcN0&W`?Bt>+)($}@#VEQxaE%uT8nzV|HY-INsxolG1aE=o;iGW_yz z1x99at*F_aB?V)E%=>muFF4aB5ia2!gMRqJ8A6r_8jTv4O{|SFCM=$+P)a1#CoBve zfsBfR>!<=ziu&D>GcOJSinBKfTMW@4agVg8DD4`UQQP50Ged<-lPF~sj+jFs2Lql7 z>B&e2N=hSU@RH^Vz@6hkPpQQ4A{>-MzDVzS!ow#@GN1h;uc6x{{Oe$0OBPCFVG{EG znK-qQ$nc|}`9pfe!eD#CTKA8qu!Ta7gEPUmKX=G>zPFJU5yQ+9%%cP$?Dc*LjTH3S zbt3{hw-#lv_{CCnHFrvw48K|NR$j_9a}VclJ{Kpimpc;_zy_VzCSe&K+S^auZkLhh zoBF{f;0LiqcYFwY7>P~_d*X8svNgNrZ=6HsM~M7Dnc4^}6D5MvhYJjtv#kCi?&Qz> zwj$XFv85rp{HbkNTo11kOGimKe}VSSD2@ee-_^qNBl>=Q5GlRbySzW1Zz#rnsCa8A z-Mn9S=k;+YmR z8MvIKPbAr}U-|w7(tU4I@NRf5n_V0$O;1f!XRetG7l*8C0(K2{Cg=~1Q+pvzs2^0~ zz7=nM@=++^7v4?lY8et14Du`3jixcAAlli?3(=%zaF`1AQ8m!~TNA+4R^ z!-KRET3-j(S26TR^fl7%OTj6P;6$uDY2aV~A||`Lt0!LY3|=!INS?>}^D{z6HKQM& zvo{i=0$iu#od|2!yQa722iHV30$uBTjo10mI*qeM=CLvO&Q};o0-x?JUiw>#of|wp z5*$xD&yM$p6!=)cI1GHT??b@{g-jjNp%x_Y?iMN2( zKw7{$7^zTNsrU885Y)hM8l;z?9-n<0kDIql1VVfNfy=Wxv_+nQ<`BT6T~%IbR4y5Z zQSG(*YPCFd?>AM=m|(drt19uLzvA$(w?TInQq_x)!qXh?OXf|^>3eVs!nh@d(hu|Q z?Xpi@a5djUUq9=n$NAYQvAlXiJON$Wf+|w)-`#nfPa+aMO_Rfsq}Nem8i`f2vUKoS zI1JtK1Hry5vO{T8X%fI7J0Y)b8s#$z!{7Yi&AP7*qy^mb!52!gPEq`6Q0~+NY9WLz z6kjC)>hoL5@_jp&hoIYkZ^Wbmy^^)&0@MU9KJtIbvW6clD<=yHw1>-brpl(^8+7-H zbxOr5XDL`CYV#zAkgTnQJ|6sJ|fU>WT;*Dhs=)!;{Orm}l9F@?l`S*v61jvFXR`u2C*rC5{PYD4C-X+U;c|X+v&F05%1(Lsq$#*xazGni^rPkY=UH5c zwyV%GSKWmZSckNWJ>GMf|1jnmpO9s%o&5Q&T9h_0uUfpV*kDCw^UTsBzZbiT{ z-c;xPlW7&rF|un5!pcCO5|ZxwuOL;1EVDdD3Z;eU?Wlg>&nCXTadZouLwHFyA4D0? z6M}MoU+MyxOgJAUp6+2G!bjB2_w%({bnP-mSTuV2fa{qw(je!fW5KijRk(@Aqw1b> z#93HNL^ZqzXk+CZg=SESD&gJYhm(;eF0FOw22AnZY*eR#zUC;F z6=Uchp@a`y=Xj-R$n~H_hKl4dl$sjSQtE|| zjcj)E;8F<#n6PqstFpN8;)%-hU_NWjI4&eB!UITPriLEsP@&=ASdFx1C>OUsN5}nD zz7SVX1zvPf{gxT%ryHgQ8S?ckwl?i44;$wgDu(fTzYzhS^j^9fY%GCeQz!|%-Fo+4 ztgh*sGFfN}oL+L!jyGU?cj7m{j@3!OH ztDj-8GGz@XMF@&;qF`h=ICM1YK&izH1hjl4xc=n=0n_YpA}A@scX0{vm*$i@KnTFAygDEODc2)iGA zB{5#T{6nt(B0CU9Y`L3Okrm=4>p_+K?Br*T8F4P{1c?tV1j!F=1W6CAs>UC-4fUYS z3H3tF9;?5a#a3h2Emi^cW|sO3+wpn=TQie>Tbg>*X4O^s=CgV}eU9VWS_h%-4g_8B znmh1jf2LZZ$Uty?FnmynUM5A*;a*zK-QX>yyiQvVvJ30&Dz~v6OJjP=SyASLaKw8 zK}SGi6)7K0kc)R8P?d}9toeEzx0ECpQ`C**afp?q9}F-MS{d>jH}_F&Q{#gKzPsR* zlH!B)>r?FTg*i)SLhw{xpJqRnJD68+f{l^Qcr8kDBDUnmHIv<1>?LA+dQ^96uaD40 zx7B&yjc~-g9%?7KBUSp{>0{W}{1qFIpc$(-UA^fxPN8k*Aa1u_eFa~|828mq(D`$| zn0cOlU?)C(SDO;JIJE(ry!|1br}4SYq+$4y!(gnM3(FdaIRm%mw>9ND1KQ*#uL!2| uZyA2NGtjTSAlQv-Wmg~AN$|S@b$Yk8De3xfgzzlv%$#uK Date: Fri, 19 Jul 2019 10:23:13 +0200 Subject: [PATCH 2/3] =?UTF-8?q?apr=C3=A8s=20la=20vraie=20fusion?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- 2019-ICA3PP.org | 7 ------- 1 file changed, 7 deletions(-) diff --git a/2019-ICA3PP.org b/2019-ICA3PP.org index 00c0904..1089552 100644 --- a/2019-ICA3PP.org +++ b/2019-ICA3PP.org @@ -508,19 +508,12 @@ In our case with small and sporadic network traffic, these results show that wit consumption is high (around 97 Watts), it is more energy efficient to maximize the number of sensors per server. As shown on Figure \ref{fig:sensorsNumber-WPS}, a significant amount of energy can be save when passing from 20 to -<<<<<<< HEAD 300 sensors per VM. Note that these measurements are not the row measurements taken from the wattmeters: they include the PUE but they are not shared among all the VMs that could be hosted on this server. So, for the studied server, its static power consumption (also called idle consumption) is around 83.2 Watts and we consider a PUE of 1.2, this value is taken from \cite{shehabi_united_2016-1}}. -======= - 300 sensors per VM. Note that these measurements are the row - measurements taken from the wattmeters: they do not include the PUE - and are not shared among all the VMs that could be hosted on this - server. ->>>>>>> 8291ba58641595f2ed132003b65b00e57aba198f #+BEGIN_EXPORT latex \begin{figure} From 2d9c7a6a784916ae699db55e5e01806181936607 Mon Sep 17 00:00:00 2001 From: ORGERIE Anne-Cecile Date: Fri, 19 Jul 2019 10:38:59 +0200 Subject: [PATCH 3/3] correction typos formules --- 2019-ICA3PP.org | 39 +++++++++++++++++++++++++-------------- 1 file changed, 25 insertions(+), 14 deletions(-) diff --git a/2019-ICA3PP.org b/2019-ICA3PP.org index 1089552..8d7f777 100644 --- a/2019-ICA3PP.org +++ b/2019-ICA3PP.org @@ -493,7 +493,7 @@ In our case with small and sporadic network traffic, these results show that wit \begin{figure} \centering \includegraphics[width=0.8\linewidth]{./plots/vmSize-cloud.png} - \caption{Server power consumption using 20 sensors sending data every 10s for various VM memory sizes} + \caption{Server power consumption multiplied by the PUE (= 1.2) using 20 sensors sending data every 10s for various VM memory sizes} \label{fig:vmSize} \end{figure} #+END_EXPORT @@ -518,16 +518,16 @@ In our case with small and sporadic network traffic, these results show that wit #+BEGIN_EXPORT latex \begin{figure} \centering - \subfigure[Average server energy consumption]{ + \subfigure[Average server energy consumption multiplied by the PUE (= 1.2)]{ \includegraphics[width=0.4\linewidth]{./plots/sensorsNumberLine-cloud.png} \label{fig:sensorsNumber-server} } \hspace{0.5cm} - \subfigure[Average sensors energy cost on server]{ + \subfigure[Average sensors energy cost on the server hosting only our VM]{ \includegraphics[width=0.4\linewidth]{./plots/WPS-cloud.png} \label{fig:sensorsNumber-WPS} } - \caption{Server energy consumption for sensors sending data every 10s} + \caption{Server energy consumption multiplied by the PUE (= 1.2) for sensors sending data every 10s} \label{fig:sensorsNumber-cloud} \end{figure} #+END_EXPORT @@ -545,7 +545,7 @@ In our case with small and sporadic network traffic, these results show that wit \begin{figure} \centering \includegraphics[scale=0.5]{plots/sendInterval-cloud.png} - \caption{Server energy consumption for 50 sensors sending requests at different transmission interval.} + \caption{Server energy consumption multiplied by the PUE (= 1.2) for 50 sensors sending requests at different transmission interval.} \label{fig:sensorsFrequency} \end{figure} #+END_EXPORT @@ -554,10 +554,8 @@ In our case with small and sporadic network traffic, these results show that wit #+LaTeX: \label{sec:discuss} To have an overview of the energy consumed by the overall system, it is important to consider the - end-to-end energy consumption. The Figure \ref{fig:end-to-end} represents the end-to-end system - energy consumption while varying the number of sensors. The values - are extracted from the experiments presented in the previous - section. We detail here the model used to attribute the energy + end-to-end energy consumption. + We detail here the model used to attribute the energy consumption of our application for each part of the architecture. For a given IoT device, we have: 1. For the IoT part, the entire consumption of the IoT device @@ -578,15 +576,15 @@ In our case with small and sporadic network traffic, these results show that wit part as follows: #+BEGIN_EXPORT latex - \[P_{static}^{netdevice} = \frac{P_{static}^{device} \times Bandwidth^{application}}{Aggregatebandwidth^{device} + \[P_{static}^{netdevice} = \frac{P_{static}^{device} \times Bandwidth^{application}}{AggregateBandwidth^{device} \times LinkUtilization^{device}}\] #+End_EXPORT where $P_{static}^{device}$ is the static power consumption of the network device (switch fabrics for instance or gateway), $Bandwidth^{application }$ is the bandwidth used by our IoT application, - $Aggregatebandwidth^{device }$ is the overall aggregated bandwidth of the - network device on all its ports, and $LinkUtilization^{device} $ is the + $AggregateBandwidth^{device }$ is the overall aggregated bandwidth of the + network device on all its ports, and $LinkUtilization^{device}$ is the effective link utilization percentage. The formula includes the link utilization in order to charge for the effective energy cost per trafic and not for the theoretical upper bound which is the @@ -608,13 +606,26 @@ In our case with small and sporadic network traffic, these results show that wit \[P_{static}^{Cloudserver} = \frac{P_{static}^{server} \times PUE^{DataCenter}}{HostedVMs^{server}}\] #+End_EXPORT - Where $ P_{static}^{server}$ is the static power consumption of the + Where $P_{static}^{server}$ is the static power consumption of the server, $PUE^{DataCenter}$ is the data center PUE, and - $HostedVMs^{server}$ is the number of VMs a server can host. We do not + $HostedVMs^{server}$ is the number of VMs a server can host. This last + parameter should be adjusted in the case of VMs with multiple + virtual CPUs. We do not consider here over-commitment of Cloud servers. Yet, the dynamic energy part is computed with the real dynamic measurements, so it accounts for VM over-provisionning and resource under-utilization. + In our case, the Cloud server has 14 cores, which corresponds to + the potential hosting of 14 small VMs with one virtual CPU each, + and each vCPU is pinned to a server core. We consider that for + fault-tolerance purpose, the IoT application has a replication + factor of 2, meaning that two cloud servers store its database. + + The Figure \ref{fig:end-to-end} represents the end-to-end system + energy consumption using the model described above while varying + the number of sensors. The values are extracted from the + experiments presented in the previous section. + Note that, for small-scale systems, the server energy consumption is dominant compared to the energy consumed by the sensors. However, since we are using a single server, large-scale sensors deployment lead to an