From bba5390220a8670cf11f57754cc1112e49fd1e71 Mon Sep 17 00:00:00 2001 From: dreamer2368 Date: Fri, 22 Nov 2024 00:54:55 +0000 Subject: [PATCH] deploy: 0d023579da9b6011311185553c1d231ad74a0a33 --- .../autoapi/lasdi/networks/index.doctree | Bin 161414 -> 181287 bytes .doctrees/environment.pickle | Bin 1551010 -> 1581376 bytes _sources/autoapi/lasdi/networks/index.rst.txt | 28 ++++++++++++++ autoapi/lasdi/networks/index.html | 35 +++++++++++++++++- searchindex.js | 2 +- 5 files changed, 62 insertions(+), 3 deletions(-) diff --git a/.doctrees/autoapi/lasdi/networks/index.doctree b/.doctrees/autoapi/lasdi/networks/index.doctree index 8594f7d16e8056e5d657f90d28c50d9704f4d199..de4c5a1815d24d9cae1d8f6612604f3e114162e8 100644 GIT binary patch literal 181287 zcmeEv37A|}m2lQh(g{h}!V;EZk?u6TWMOTS$Pz%71cabK2;G(LN~&JEtD36nbRr@s zB8%mq(ulZ$I&Oo?DB^&l0)jHmDB>=PxS$T>GK|YO?(?5>*K_ZC@4ow9Rhs<&FW(1L zzjx2MXFunz@7me7O`kS>8vfH*R2wUn$~$}W!^7puaG^HYm^)k<8Xql`>yx)mE_>DF z)svl#dDZ+xtukI6Doi$}L5rbcX=J!sC{J#lY%Ij)_0mYKSHRDy6^81iN?CyyXBXRw zb2d+Q7Uwl)*Gu)00(sR~IFhdomwL;E`b4F=y*7z0q2a8Jg`G%2=>7GRoTj$1JWx=d zEbiTyH=sx^&TO;^N;foSjg-oT$qnOM@{RUZLICvR;m}rxAZX{ z#_~gjJ|L;q$4TkSkJl^tu~HvnwNJ9zS1Jz|cJ@|lz{Fwa&KTcPoYt7lo)P(Q(G?E| zqKij>WR8M=UjYAhz`x6o0gyqp#K`V!%o@v=s*{Z+qm|+Dk-`gemS`LM^A|nV^J3eE z`ec5*cxtBtEu8oh5=BvBbf>J?%jU~dtz?^%@>&eF6&~%Fx?eI^2s6H@U8mhOq zuY>=BPXXRsy^@3Hr5$;EklQ+5W^Zb}(sO3pxP%GKYqZt3RV(9TA>pB8&H>S;lql1e^5#}x7zfJUio6};N?uXo#3Dg#tP-(QhD3JP6!DUUw0aO zQde_EO7%iDKSB@{-ywWyuIzqNd(yk&Jqf&@k<^$mwrjG{Hnyt=n42unV1Y8e6O{Be zh={RX*k}XBAb3qS4snI8Nk|IVZZuyiPZmGam;-;+ca1@Un2G&1=EL8Gons@Vp;CSF zM)rClUoB7G)R+fy=W!?;+#7S@B@4-u8(0VRe05u)KG`@RMm5Zf?|=xr8@%`2=^(4y zz@V2D+q4R9qbexGiVT8}%xy5u7aQ@mPOs|1P5M1IhHD+N1n}j?H!Yo1Stv1TW{v_h& zMk?iPJW}Ru9~lPdK^vMjYRua?I?`XmJP*~-ShY|qRCg4ZEnWezGJ%1ZAOmQUjVdHB zQ@Qn2BzEMY9dL;XLnT8;KAv+rI0@D=B7msBm7aqGpz8BiH6-I;KLx=^SPT|=fn}j_ zwMp@^;wEGRk}N^fw5P6I6_sa;1Cpx74VXIDkB`(#=jC@5suvWXZXK&vE9Lg~m*&f* zk&%3E6yHJ_1g~>r>V2+U7>8gC|Kqi2j)$q<_V&{^Y*@Ljy?x_ErDwPVwQ&t|@knl{ zQr=M+f$Eq2WkHLCT#$5$Y#5k-cV5 zz+_6gIh9P^>Vg~|tmm>%5jHxMf3pA^iWBT(6GmiLZacsTV(A z|5$=V<9z)gfXm|R`&quudD`91{Sn5c>D>5?TD99+(7C^g5Zt-%W(ea$q;&2N@Q&l1 zyEjXMUeZVlrk(jG7TazfknLX0_K#Ar?UtzaKX*GQqeZ@tZ)aE1!Kw&C1DrsNs+@zq zh}JZ$1?|uvn2)U>XhXeBibEkDvuajzbh>0Fj~w+f7OReWdC__{O_n>oQm(_~fvTHB z&$Ygfnqiu`Ti;ke=M)61pAQ0(dSxk+G(Td@?X}fl)&b^-8b`@_fm~;)EJ{>srf->J zz-&zR5%R=*-?YXom<0|`u;JXtLVPn&E5QV4eY|SS;_Ar?jIV5>gf+%#Wt=UQQ^_!l zU1S9aPZ2Irg) z1zujMd70Ok50lR$h5Eoq38w0`B}-Q3HRj=)0hr1gC9fMt@ae^lGtRrXW3WHR|EgE2 zL&e^5xfh-ea?@9$2;PFdGXK$Ipam3*UC`Vq0AMULoApBqns+&w_bX`L0XUo!A#$?N z8ob;MaPETUCNd?c2QPvN)CLSsm^KavZM>C{0Zh*5&k+vsF)ccZT59{oN?Q*EA3<>L z%L}MlNDrU0dNAX?p9~*n#G8=R^x}%bF9Tc_8JfIAi&BS=n6Z}<{hJf0$2c&FQd%0k z5&y?VHV6$lJh%;>$Yj^(6NX&OSBGoGYN@=Rjx4S+V`fG*8@y08=Rg;~V$_5@1|P?G%)yq&gfyWY=U^aN zIL^Mxaddkk*h8>o>|obVum=K;EP_2IqhKRhik7dR8=*danP46MZnT2BQEA&~r8FGp zNBnKbkm>1VzbLG>C#@HNU{-r^>l6JGjh~Ngn$-BYfFp~>F9oiP)K z-HRDHAz#ABlv5(jrBS|QXhS>Gm57FCq5Vu};s8XpHLFK6r}%kOg)w77`edW40WOPd zqj`!Jv7bAkO4cQC;qOkz62q_O%f%R9!dD?jdI##m%1C>M@Y!DU_W}wGs-1Ze>z1hb zeb}H$7kYPsfZ~dde+0NJYNnh}`Qf z$N4R)!*ZN`!WeDO`I7(xQ<~5759^ue`7hX_N!R&9f{@}|XU?o_dNx?08a@g%_B%#Q z$anBD<&*f%K@q+~wV<8na3EMX&pw9pu;xUnM_|JyrFtmf$dc2K%_!9u1v_0s90uBsnK?i9_lzlfgY0`z>pCG8X40IpBWl^@t3sv(AKy81|s0sNHKBkNk zAF`(sLYmM{^d-c?ok)+nb$cS%FI)YYzToFY|HfD`A$`2)Nr1~D*hrS51YTKEn%~q&e+ z7>>yKm=?(SNWhUL?Jv(LXD4gXa`$sF)YJbY7>&P+y+F9w1u;b)dmi$r3xo=3fw$1a zWP8)g1PB<{oDSX_(eS1Cwn63#vo<3kAoiAyq{1h^~;m0VCo zc7kF)$mj@p20o@N63-Cx{>t2m#I<9572&yK>}9khV*I+*hiTn@e(?k&--Pt>i>CoD zix@3tqNVBQ7AXDqCXny%7BXv~Hcp6`k!H_Bj`3Gif#n!7YY0rXXUuL>nw`TueIIN!OSOII?7oy#X$ZP8Azeo6A5u(-czBiKkw*Z449BU-f=v@Ws#)L8l0PGf%>@zD&WtpcMl{i%02LT$UQC=ii#?#F65YO z_qbeufYpFqu{K1hSK!+w-QzOAk;OfV0GCCniVdpGF3`@)7$G6|z{iwFmwOPYYxlSo z5ro_Wn-WRB+UmtLazFQYC1b#Z^l^^{z-5snaSz5#v_Spb0~K&l0{wvBbEAzcsxCSs z(mU{R$T>cQ8nAMQEUGvj+c)kN5MVNG9jpma=zaLIN!R#jfmXM2t^beVEqm=NI2#qqY`16^5X>!D6Qa)r__9g2m-6xCok$6_0s?H~6G zATXSH9kNfN+fU;ACSBwc3BrkUkw*b8i*5-cRIk0Dr+XPGAuqwlluP0z2XG0h=_gbA z+EJcD6x>l3+l`4lpSF53E#A*pzQdR>A$@%1S%AwT&oDpHV)b(uRKq<99QeD78grDQ z#~koDltt#w4Lgb&b1*!%mn;$xEQ?%(O^8bO#+OaH$XnW2 zOgp0^_GqR%3}Y|<@;69f{M zIjR7cMW1aQoC~VR<)D~6qa)-N_?WWja0?=F?G`s9yzLg)l8CWk^$TuN< z+~Umumqm=)Ef_P=()4o+l>X)f^8MXHZo02kw${f+#%mFCxEG06A@}$MD#CIPx#?cx zvt8uV0t#%Wy+bu4`h5@^H0dV)oFJe$H~9jSkOUPC5F=dmuioNOH z(tviCA0iI!E_#o;Y)wS^jMbNE_EklL1h_0BjbJERvVLxZn)rAE3;u2+ zw>_f$#-5-=Mevs)*V$`c*mdN#M~c&Sp8W(ISknULJfd@=>m}HvN%z?YaAYaIasZb_ z*CsDi%_~7|ix@Q_2g1jcQQ|=Mw#Serv6 zqICe5MX-@9Ma$REjZh!+6PWOKBRN)K=dQvB^EXBv^%_PsSXoCFWgL&~G}{FPSWsIB zYeKX-iZ7dVmr{a2;rzvkNL9CcFGI zD#LOSnO!JO+fhC%;8=Dc4T+u~#U@R<%R>o*igTC80WOQ47ci%nnUbpcI8fWC88soN z!N-(Q;xu-4328#R&QB4Gon3T$BG_lG{!BOUbD$qHR!m4A2l_R@Wf82-E`+6M`TDsL z>f?a~Cj8x~S4{QRi*PM$u`&|1seYq;H`va-K^;wjYpL0t)E$1{44Q6ek^Almxb1HT zw=3(IPr4yiaR|0((%lXO99fFFV*oCTRT!*LYd9XXyB{Ma}pQM7RVTn&}6IDrS3tHt-yXycbO zO*W?Y;6=>AEqK+5zCy^j(5ZcEsW37eeV-G4q=LOBS2^jMo&+Sj2TR`s)tJSuJ{M*% zYa`x+t}g|9g;ViVeMtAqvGvkm0{_R!2R{O$M9K8IUf@>(LgT%^LmX(D>RzNk zJ<{1iJz4@+zX2LT`J0`T`V&)xu9sgwa){(#Glq>w3B{ww|h@bpR3^z3vl`G-` zxSDu`^qnH_AQG1&io4meU5gm325gO9cD%{D?K{`WuDHv=C5h&ZgK#^d*ComBn-YUl zp=Wuyl?V{QndDhxB8sX`cIh}=qWJPcts6h&F@UmMqt<-8b67Uy#|i^Xs%th>$_4$5 zy%En;ieIz5cSUz@M}B0y06&*66GZ`h+lSr3moJwqb@s6k644qfH?2OZ4&Nl{&vh^{ zb*$~qt!C|E^%=gg0$1Dj=Twti$J(_JM_6?aSIzOe19gP^Z(+~UKW1d<8L_7bE-Rb*V)N%UDa0%cKE`|RjUr8B3-4&F&=$p$0iP0}Loku3nSwcDkH=W{U z$}pXv`+b-l;a68i3-Eap>)OOdez&`T@&JBgsiK5h;e0{`x5sJx=1{!gbihvV;nr{m z3B{nLyVfb)#`JR7j#ned(%>ZcpDQJpc6QK`&60Y)k{vMEI{O`d43ce*==D`vOm;neg1i@GKujeTq5V`G(S zeV_*4fvR6QUcrx!-Gr%c2c^$U$MNyXrRQ+2h|=?3Ml&gF>#64bO-|mO8vi>c`Cu#j zPZ?v3dhc@gQiazcyAt{py-d(vW?`a~tnoiIM;~$bb)DT;vI;o~tyG~-?M@Z4W|B{( zLjF`U{Fs|zm(xB1ppXlFRQL^dFD?~|Ui?+~jJvN4D&!=zK!tl5l~|Pa=BXA^bL5HE z+MnG#y0rFtf33AIa0Yaj)r6hM!xHUs^rWRhxH{F?gP*|wfZv-QT!{s5HB|8KfG2PR`UL*3E!c^Tjt0cR zF8&;UzjiXXNTbDuy~gwDYzPu@OjKdR_COvYpkxUA&%D5Hy7{bd4dgy__Jz_G3a2P~U1TX8k&lkb72e9hu%G zsEQte(i)TUv)14zxDt$3ngzGiU`OatXK)pH)@Z*#dZGG^27RO{ye|!fax(N|2&5)M zgV&LsFPRUQ@^$69y2xOxt1H*Zr$uq-317*mFB@Ez>*>jz2Y==&TXQ?$(+HJnPJPO) zh7TEnT5mfdljA3isaCHJcIPT%{9A7f+eVnUK|p96{u*oUv|TwdNDw#wt0|trT&b2D zuN8)S+jF^#3I*{V`()F&xvfB3en-AEf**y=;Q&pLWz_MSHegWD1|Owkq@9gl7FJB* zCu0RD%!ZAP*ZV5tb@*Qn=l*(gXO!wi_zvFk9CX{W0*T9yj8rC&J|M6MUi9anMQ&>e zK2?k#9Rbi~TwLru!0-kz%?9r|ZrK1@5J?~!Hm`-fa1~+Q4%Fw%!-7Wm%n81QNvm98 zX92z~jf9|5B=@Y?)!b_x+xlVO4$ZOVxvka8XdlR7qF5R#hNXZ#3j9nh7qUq>Bn75T z^E*l)nxSI8ysc2nZP}IU$FE8E4@!aFePLjOvF`ddFc~TtE(YD0N(&_Qv5tgS%_O%ZdRS53?uyAKd zj6Y#yn~*eS$0f$!09@9@NSL81@l-0su4TC&U3;rn^du6orL9Y^h!ql*Te0JRO^^c+ zDv!cH#+sV8{idml-@eh?@{z`#N@8d5RS>95{*47xlG0J5CJ7JS%k->x8%Es;FFgo= zBD@qI$9QQwPZ^ktZU0<>P~1Of!h2$et1NsbZGMZGeT-BS(#JE`09;njWNc8MJPlk! z$?RmB?9e;Cs}Uj^ho}=zEMBYy9yx>hvKEN_qKsnCHz9VyOsw!1V!6O8IE(;(5?#cN zSCx6T1@F=Vjrz3MRV|R`L`HdD--J9hFR|j>KeFO=NYyWupug;&z%hm+@%f^tRPx`t z>SRTpt~z&P&F!wZd$2}#)Y~m6L78RJPqbC1UJRTDGac<6B7^%7e2&H_#fjzIm5g5oxXg(O z*`Ut64jfI%?4>+0v5_d|r4|iEiQH^G_(cOG^8HL&$)lsCjv+7CuO9CF7iy8~*9oSl zKz@x7u`8-ndnjZ%>2xO0|DTNhcx{tt_H)jv@ddU+osq+0tZ|5|wRAjpBhB-?g;{t$ z3wWLlkgnOn5YO@E5R_r!D5$`H5QuCLMA>rNAd`8gw=R+{X&e}bjM(*2mW;^oRP6F& zb0v0w=|M1VfcCm)pM}x19KQ&2Y=ZpbBFxDEmo>t0KG6E*S0K*@4WWG4cp;ZGUE~mI zymerA(%G;(ZV=A)j?&?hBj5waI$!PnIjc-FR&iFDW@@hK*(&XGm*oB?w8SYs=Kt0} zom57`(qw>El@WVR9An5C8>}oOE29DFg66~;KBgIsM6Se%wF!jf;fu^g>CCaq!ks0C zjWe=MNXlVc47(2Cvc@pN3=L%GKx9!;EQSX0nWwDX?oagY(AECdoHC!+w)4%~w8E5e zv6iHhclar7&e*OVoW?fyAEUVL1To!_QETrvwKj|O(3oE>Y%S~@8z~Ky>XYHG56gu@ zi=|lA9o*X<7d(j^9Kv>`^ar(w?UeqopJdxWvaoMETCktaDA<291v?Wv@Re&gr5m1b zW>QLT_ewKBMs+-Asw1PFbCzQ5e0r}#rq1F> z6;r6_O$j_g|7I~2kD68Sjp<$XDIZ)pc*JAnKpfk^HRXf_e|l^KvEKtAnC6m(BjVVG z+#(i68YyuVtx6OByF;?3ozF3D{@saMo{-u?ldwq#Bo?PXV~B2|6?D)K|_2 zvsj)$Jhqnu3vAz=+&<`nHqca?kocr}GpA%uDi82I4mmi4QX4MymJ9WXN_BfJ`uGf{ z&C(WFeuwii-5vnF68)rka7OdMKdzp9aAvN?1chNh4?YA}qF{KrsGI3(v4*eXjWI}Z zw4tI&F(Qu_=7cC$1}u)r)GUNDX#I42_HrvppEN&!an6EDaAAV9$ZrG9q@#$l*n1c&)P6 zD>-xfh%eKrBW(mOZ`NF9*|X$4wE3KB1O0XV3I+iUc35%>{+%Nl_h8#J1}6qI^z0wL50u>C#B?d3^L zR8NYOkJ#S^ASqJ5v`Crq`IH@^L1!S|T55A4Fn!f`=gD3IV z|KP9hs9)cOUpEC$vHyM#|BF47Gngzqx8Mxs3&{q&^a-ZVC&7>&n$9uCb|Z8?GtDeq zEL<}7nAc)#(V9%NK%rup=2Gg1!5ny*CDY_0GYu7CLb5R=B=gNtKn)rY$v2mRo6Hj& zB<7pmmxi`p4ppj9)s9ulEbG7)y+R&#=rKZjWtvF~rn5_zl5LvovI%(V&^)y~yR1z^ zmCPO(~f2oshzf5xx;Gh=nn`s6CE^DSC z%wYbIs|uSz%@-t)gY9MYj_uD&ZZGoP)A?m4Ljn%hX(pDtQNiekP{m;r z9jQJnR4;XD*1?@=hAtmes8~W7gs}WuNd0PG-;7P-Fn{n@`Z(rb{$~`ns1O>o!!el9 zNlkGw|C0a;OLo&5`>7MaW8>wa`grI*f|ygHk30KrOdm7P-l9i+5kZy)ylXE8zvt}4 zhe6nB3?kLK#Lj7PU^*C$0p^)*aW_F&e;PsX_kcS~L2zJXL4Y=xPzW$Pl?A|`pm&rq zDF6mR+V2w#Cl&yQOt%Y^Q}iV{cQ~rsGgy z(^x(XRR6E0y5%W;NgAqTir*K3Vp6<)0USRVhDTaL(}2ey8Z+6eM>^T7M@t&|PBo2{ zm~*d_7r(TBEa1qJ_D=%1tZ6@zEi?jI0Bi*#=u9At8V$BTI=Q_p08pKFcD3x0766ES zF@U5f0Hg)Wq@m-4T~?vfiUFr|R$*z79!xN=0q1rglotRa_=^<)?AKHk0Bel7@bsm? z3ZGKI=%eYPK&>P3_0sUL^E%W%uMVuXI^10^EJUi@40oyOgjXq4tWGFV{|sIMFSF#C zBO~*SDaeG3WAQF?&s%^ZG-Hx`O5ifD6kH_cp6;_#9E+1f&vZaqO?N8UMpaE#6i_3K z?ZD65H9v{xxSU%KnI-8V;KvXzH!dfb=HcU+co+p9{t+OlHAO`uvG4lBsuMKA4WLD1 z)1rHap~d1CG>dLH&EvnR?$hY03_L#8G9H(b{Z_EIyDX1u!Zdv7f>2Qgu&sbrTV}HK zHc;0dgJ-p<>^%lQbBe?--TyQ}IC1mIzXiCg={~&2paN?85u*ggTZ?RQX(PZke)T%7 z1`zwx34CI_iZgUG>(Y=AyHgc?i^PYPSFK0xV+z7dE|f%MOx#s@I0D5~t&U}nl?Y~5 zsp^rgQq`l-vPZv@RzEX65pcNTRGgWv1Guba8d~JDn_Oc2^_1Gnz ztw}Nsh1d@PkQ7y@v`AT!#2YqRji^Fp+7^}r#fJ&zRfSFfp}Y#+iN9DC%6?6G70UK& z?B*(z@6~B`d0kak0v))ZIY)I1YTv3td0QPZ-zY3Zs@x0|sjAS|D^#osty6ytZiJVu zuR=LDzEvo1EvwMK2a3>)NflZLm$_MRkywS6H)h`CiF@Gk@}7bLMpmwWG+!_F4{o|} z04@Q&aA0M3?(&i0N*yj2y>Otsd9Yg)1xp$mTH7y~9=Ka6ke5)n(Fv)d8=VeMpi`FH z2gEQ!y1UQn&NMwcvfYcV;d~POj~yPE-c3;1l$#OALZyoI9f0oxf(TG|xJWlE*wac| z?b{mI_>bKKvb>w!t-&tUVE1u|`zqjoDZg-HIG3-5iojEwMybqVCZHk``MM=sy(ghz zZ=2*yaK-6-{WK!5f(IY&>frGMs}oa$Ds#KHO+E!kXsED<7;&llX8=c1cgAg#oF&Z4 zaxQ5XSOrRtS=ll?A?&4FhwS~V5&L~2K^7RVL>2laXv#}nG2AkRPi;Q73dJt91K{Q4 z=v5R4g_cz*LSNP~orW1wlX z;RCzW;Um}=P^zU#?cCuI5Fak0i=U{F(GsjGWNZi0cW=nJ)|6FJt?_)!B;AZA!JXEg zNopu-iJDwfzUn-!awFi#;;L^3IO3{Jo>sXI^za%+iF+mq+t3i`=Y)v;+5|p{6JD)4 z$)3ZpOX7qrpGkUD(HNzAT4o?)VkYTf1d5qSO5Eb~bp%E`)Z1v)BVC`WM=@KRo^sOd zXR=QMjw~koQ-I5AvN2nnt_L-LGl3jXfEwFi`>!Uqmvc*~Fni+0)-9P^LhPRb5cCk2 zfY2nwDH>^`a-zZMP;zeRW~0bG7p4?UFt53#gZ7hiO9$gGHn+rnP1W4eNqAQfUjLYW zTFL9chD6`=x~9Go4E@iXOj-f56WKvG(?h{k_?ncARyCJq*HfQD#paQ2qy`pr!OJZ3 zNYMv2l;jeokTl0~_UKHY1Ff6P9^D8|(Jg3CoIN_!dC!-eMM-F-#lK$3%p*#xAaOHL ze2%8L<+&rDhANpmu0Wue+!4AsPOpkyiC|{dP>*!hP>*00!n|H?my=e%e6a&?P;2#_ z%D4{TvgV7>^>PhRYAt~fnkle-CAq!K6sR6M3_CIfV&4QHDKdq$$W)m^I-al`2pSnO z#V3GJz6$YA_={x<_G_v##VQC$>63)lW>~=7bbgr0kc3jh)p~KP>Li19U zO=N{HDpV{h+(P{n%Zyw13T-H1iVhMAEoD;tl z6u&ruD4J8S{etB7GN+&l?SSpbDTw{|$_&kzVuOj%hqPK5h|J_*1BsPw>A=FeAmo@} zUZanTKny&mY{XwIr?6jBl~YdGTB%OttHYhk{4xuC>#bNBhQs2=`fRKe$eT_r?UKr! z;=6~&=%X=5^~3Xw`df#zQ4p`g@zRVyN(vRrHE)Ipz5-51sL9RgJ6VBleymMCG(OEH z9zte>Uz*nIR0mPv*ZFC#YXH<08_Y!u@zJrXyn%uuT#iA%y%Ls%c7k9S@Mg)oheYlz zl{!wyy-N2Y|27VDVe4GRE*K%>v^PWe*eVo|n41qd1HU1Zufz8ncrIp%c(gJ+K2lJJ z9Ndkx+V2*<$|&RvU22r}7NGY7n%*o~mwv-TRBH5*rtrZu6v_z%1uAlu10I_u-^O7}uOyiWE=4|Xs%M~FdPLHla{sX~z5L`gTNutZotsYD>^Bc<<7)im|bb12TdH$HFZEDlgr9CTuKw=!tSrW7P&1VY@I_9+*={Dbiz%WOS*A`9JJdc`dW0Q?w;?fH(?+5w zIf+!-buN?^m>^BNpzOsdw+3)TxoH+kgR3!ekpZ8f&;>Le_zBMT7alfjDc-E5sQiU* z($p16!%w1af4MQENZ)LVG^4+8mSV+gd_CPZM$<(S2VfJ}5TKh_U`U7Y#ewc;}7;V5I7!PHLYZsAQ zuTlp-1I3yqD`q}d4Es=?(lkL`T!+fz(+Q73iqBUjf}wk2y(+e+X>#HvU*P?F{->iUs#3|HW~QZ zclLgQ~~BL7haZNmvI$X0pN&NWh@uMThiYTeudIw<@IT~HO(3y zDFRX`CAx;Y8U=1C#jfG5!8XZ}&aITIm;g+D(jp~JDK`OJ^GXTVaE4Nh8qSvKZmi+% zbV`ZU36^8wqs#Tc&Qn^$gm?+>GiPS4GUbiZe4q{hhWZ`^j#CK)SB+nXq z5o|Dnjt*{KfYq2!TBvG`KGTKH51dAt>Wtx23Kd(K`LMk*GeZztJpAg(&f*cUC*dgg z_XY582mHGXHnp|Gr%8hO@E^2F@qPI)R&8Iwx1h@`YaG!RH&O{DtaBI=mTMi+w{j4y z;q{IWgNr^XG5(2 z7H~#ko&`2m;f2%iiDR`w(sI1oy4ntOB^RoD(71|Q_kd7l3dn>~RYoBxLlK3*_Oz9t znI%V|L!m<+g$~1CEDEt-eo;txZ!>p?pE_2B<&}Yab*NaX!xf%zbyw-MeB8nR`x52)*O^BYE;=P7Zk*-TU;g3m{TZ2qAJuTv9?)_xB4G` z`i2cF*X24Hg|H5dt7YW-3a}?;Kl4d11F#|+qlS!jl0TGi9YX_ObAYQ8`3FL}aq+v* zox@ZLS8jI0%J?wmTlh6x8ez9?!q086J8-PF22PM}DdlTxHde<0M6?`01Zz58UZ_@T z9q?5iaRgya$AyLSE`|rg`FfsTJ+KDvAd)qnalh!wO{ z^DU}BX2TCaz&VfB#fvQc%d`@DuKB)Sp^OR^oxvr5Ke!bBQ;4VTTzC!9BZ4~mQH{oI zVUBz_F8kP=`W)?a(V^gwm+k2+Lm85-Tj69d(uQYIq1fG#5ZyqJz0IBuB7dz5^cg1I@(I z*_p_-iivqDn?!J7y#zMM6V1o!?0lTmDn91QRLI!qlwQFNs*S&7uYd{pr{-W|b`CCJ z90Xg9?V)RAS8yA)?q!R+mui&J7P!%hUM7rQR;XT9kY2{zyjarm-XZIbN(-9bB#F9E%y);v|EL}_UjzLhNTKeX&_a&zT!`0M>Obi2D3mxe?y zhK6QgL8drje`t>0>+UOqo;V3D(9?cVC1jM!7SM*0QS+f@_%m*XT`K&fzY4$T?!~1- z(TkzNIii4;%&EUMU*B=}m_d=8kQOL%kyZ6a=};eS6{|SnV8oo+r|+B+IRVGQJx z-cE4$;?kbz#n2wVf<)M)eILm>cV8Ja$4SVfIUk_Vv5N2jN}~yGg(};7BCpsM;3o-# ze*qvdLC1c-R(x6zpW~DgIRWti)WNsGV;qi0PN{X0C4t;&`C6gYpX(pnMYpGy%f0K_ zDG0t>6NmhBL`zbQlq^M&HUER$2#b2ldkvBBF>UCSnzr(Bt1EL%pjQ5!TQ9E!9InAZ z+#2&W07urC{kC4BVu}xk&l2J?g*twIp6TR`u>?%g<1=~4Ss z@*}ySN_j_RgssxRU**DhmHkhANmK@uv|w5tw+kxdyqu{HI@Lkx|BOL@#0J0QZDjOd zi?AB{NK<%s8VcnmvJW6o^d_=P-ZN|3w60uN7n%FeM_>2{df|G!{4Rd-WhLwb!oS$W zG~WlP^n=gH=hNDAxr+(~xwD_3AM9<%4sm?1dxDWQ?_pi33QIh&42S4oY6#Hu z@t=l+{?5P;#qqXyV_KmETd1md45+XT{ttWf>*Hf^+KRC%2i>l2WgD-4MdQSd)j-+R zvufnkwQQZ(Hy^+1jzKho@FmwV)NOubS+1uicNUuphEDWN`g2ri)egU7_W)s%wIupe? z?@!jc&c05KIBCztHLSj16eBavAFnCF?}STMwgmly*!6H}s6Lnj=gQ@G-_~knG&fN!fs^n{BKycKv*0h{lN`f}Cj7u? z|Df)XlQmqZ16@E4i|rAYR(6`#-Hz;zKo%Fqc)ro;YU(@hG!FwVvbdKCF=kTuUsB}~ zaX|1<0E##uh>z()38|U(;YLVv2`5Y!OHUy*FP7$$cBCeI+QM&UX1_w|JB)M_lIHZd zLg`t6%UUQI?9d|VAt)M@EKlI41Jh(zG)f{Lhy3>y+jeORwiPgKsa61KM>?2+Eyx0) zDMqCL_jbs?X4Jp}=$vR^76yyS#{6nwDAyUAQ}Hv!2a6A}0R_~m zhV{p)z}Qx3OH&VX?5$a}4n&ncl)xdhmzN=bnl&}!SJ}TV@~DcSiMuAUBiQrNy%ode zN(so|WiJGs;50<)&nRmVwN?U9MAX8^)Tl|+3fMX8qp9PyDfLPI|ER1G|Q5oDBobG4Dnvm2F zCAQ0WbV@aR_ccZxifncGxgZky&IFMqxM01jOHK`#gD`W} zLbh>_;ThkescQgld*Sm(gyo0}s5GP}M(tDhFQ>6nlSTOpSNsK2Rmc_baRyhMbx5o$ zw&APfV%q77GXRGxw8y#PVt{L%D?SDmuEch^>5473N$rfbLj0T&Nqx3CXPoHjlJj3= z5{d<4HlZbhkZR=Nj2OkIeS?ymf} z0l}j4;{_H*Gt2qq$MYDmCM4x6&M7YgxYjx47r@e$*sd_0Qkoll;>k6^%`$~->oiU6 zmbOa#+!BdhnIN`=9J#TptM#+ZRt^kaiRJ;8W0`-u?pxY^c(2xV2pb#ksezDebS)D~ z$nfzo#YGH1^u0@67v3(Y2XyQckXmbZSoloi^)vh17^x;CAeIEP-qh8#+g3Yl>wXNaAZ*<*8^cMEwr%fm z`y#@nwd^l2xr8hmA5&b!vPDQ|%RQVFZQ4H&qyxTL*np_+M;1oYLj7#}X-2FG>0{f! z0JyBS&G`WHP;2U61aneiTWuS6nk6qHo@9Zul`&i3vkv99f&#ZT2)5y?Saa|b_zb|2 zsjvmO%mQb8L<`){-%&xIOE8rLe;-wY8@8;dhkLta{n3s9%Y|00{I=L8N=AaXEtAJP zO@Mk1ibKxNGM$Ga!b%Gli3pDQ*|P;FfXoc20999)oLahik$htwB}1!aChOWb*uLVUQRt80q)3$T@MkKF=RENSfFlv*JUCY7{YWq6C) zQGBP7meukEt{Gg|>SUiaVGU+U~RPnJ(fN+CIuiH6bZiaiQ%&fXnJ! zq0sg?IEs?lxpru4VlNDda1P<`Wo((@)}RC2x3v7jTeF{RfeOBnQ3cO5p#sSX4R3}P z+Iriq?FJ43F5&`I+ly=w{z;3F`55j&BC7dI3xxQGj6$4qSav(syu^xe|Hz$Igm+u2 zewhVTb$bHG37O?}Fo&m(R_nSGCpJ4_-`=uT?e!u%sdRr)JH5yz;G6dx+L$R@$z!2O zo=hLnhZedKy$kr5;vxwo=4+KYjGck7JdKb~H|jZ|vn<>uoqoyW zbVjxb>61)e0&rQA31NnM;S=B?N{Z*%DP>*8jf+-Dbm(Iru>*_Pyd4!wS|ib>v)xZ6 z?)_KWGU{a9)XA(=`>!ZJv0B-S#YVZ^lf*<@tbQ>OHNGr?*-%W3N6kM*e*j!tk3hHJ z#RhykJ#P7Wz+=moxDXUK;wPMnpm*&f_V)q^y18pc1c?&g43g(4S#Hf5zS)}J;nBufTauY%d zgEnHEqXlRCWX4$P)B!1Gv;d59JOAFlI46XgGTsq>mzUnKKP%*!~rWj1|J9 z%IHMYg(|yS4v!Aj#tK8Ft-JKeP;rV>-RbHNpdI1EqGwrCn{uaPT1xW|O`4my;jag- z^v83pp-*9I2gu=w4DYXnJMkJv#75R$fys)nQnb9D+W`KMc-QhAg$Zocyk$9f9OcDL zST)nqe8MTsRM(Y$QK4eN?Z-g45$>n++lD&5BJ&RwvZ!$9jLhEyQ0V(hi^<6WxJ60G zz_?H8Id?Bl0*bt4QNb7CAsCbB<*#sKr8=JgSGdbw=wXb%xO-{0?^D9y_!qnhQ}zPO z6(BsVH0+z!TRME(2cjagP*_nKLGT#h_K*J55YpSJ*@e#FS=kfbKm_9PRfF zfk(!NK#8jP7&up>f@o*fRTrY3cns9dv;k}sYK%@Pse<4I3KdiFeu=fcY@zO^s$ zEyZP=b7=;pcWr}i(F#ey^>Z-Z^@7wS@7ni_@bwMSw<6zZ!B&(sqN2DJS=9{2FM+rb zMV!+crDsWA#2g5SJ%eYx7W(9#bp!rlp2dEp@+`Asi$_VXEOrIGFc2`o#6|G&7adP3 zT5nUdvR_HGvhmxYTpi5>fo0_Zek(+D5HL!hLnHlPBCuRP{Qz^W#uW1W4}o-~=c{Jg zKtF=7<7Y0?eDV7q6e{NVzcM`kz3|fC^VvO2Y*e+7d%mLF9$9JD<>=~R=*e>SUx7cp zUr-n6?DVdt6W0~S>TpfOR&nVET%s~GGR{8K!0wFb&J|0;!-X=e+wc$2iMv5$M92)U zmGUow*646-d6bG8zX2{kr@74Xjq6!>+lFLh)<*n8Q}t9Ds^nciPa;tCT|bS`{&017 zMeqv*!+fQu(bXe8jjkSrc9H+qNvq%3^jCm`+OS<(#!blm72r~jO~pl4pW}#St=_t;Am}o3US0l_9#x)fFB|!n!G+-;3W%a5SAKjH@Tmz04xe23G6KV!ID>kYS|3|RQErLq0 z%zgJI6EHo@G%n|h=bN@~&aKI98Y!Qd$oz|V3C=J((o7?#?n$NXm-9KP4&l&) zlXkxv=TX2xBd>3b^A&*0TH_e(VC^C<>Rdm4I%xah1d2$p!vQ{>3?Qo=RGeK(SYAe| z9ghBk0F$EJk&cv=k7!~9~GZJ`}JF||I<<4yU#mXJ_YpTkfWirrs)H=}vVu_&X zLT9eV6smF#0qKY;M>o?k`7nIlniA(=g$hfY^|Pi^PYd>kw^?c&F(OtR+69hgN>(>3 zpeM7s0b0P-4iNMumN!q}&RZN2i%xSj{I((9li3biN8cj^Ua=OBx~vRb*$*VR@R>-Di( ze_!9&F4m;CQr*@EO=^9$I$jysx2;gdHMqiXAAb+mEW`Zxj+Mi`#ro*T+Q9+7{Dvh` z{rTXG#PE}piHHfQd5w9I7gTN9jpC5S+yOBXC-k0X(d)?lvsmJ9#3E(G=kaQ3vaz-~ zg-)VvpMr!f4N#s?K+bEl)$`SDg*v_C>(pGcmcs=lKZYh)>&cImdJGGlWNwX#MRE^K zOe2OS9Wc8AA5&Fg2rfd}ft8K$|3OYNC~Al1U+_Z2EuO)WI5sqetsEY;Lr ze8xx$$}Xl9x>yPSgl`(UiOrrF0q#Sovb)SmsS~NmPJ+-Mem6l%9r7` z?f8q{_tc8(t$Qy2BoX{Ys8iZ)a4I}d+g$dLVr=$NJd#QxP3NLVqpXUar;-SouB-G_q2a>nF4QP5 ztaLLyPxWr0aH&Bv_@}C@-liJe87_U0P|TWNmdH^n{^`)K&+f zuf0vsmsnfXELm)T3~H)s6__*DZ>7H)f3Og4xEgT|IDvlDV%M#d;@5a}MChQeW){aILGa zjzGoEN+5+=0t1+q3?S<()RA4fSXM@7tr+@WC_{^n0%!(e*ORnMnVp>`E$b_p=R|#l zdDw*Ws;|xhLGb$O#rTWWSM1kR)mQpXYL5czu*i8UbpW^N3X5F)94@g2KtQ6zBJFgI zmB;t-K9y#3>}G|E)mTTHHP$8YHcO4Qh|gYWaoI%{VM|t7b?6H%l~h?rqsLt)C`_!f z{wQk<)otoBOG5r%TW7s<&z1qHw60Qyw+B~R*I7iy$JnW_v`~OkQE9EpSZUpg^o1%d zPPJWW*~Va|7b^#UWo5L|V(9M%m=rTv z(k@d~S~Ay(N(-~G=?Y$zR@)0?r8NhCu}X{mnyN~xgMVhgqs&?wS!QwYrfV$ufq`&= zbr{G+6j-v6uC8+UvNhG!Aqo|%uKLXC>Hv6~rMg}l( zT!{3AsvJ(WUFF!uV1{-p|ES!y0-g0lp`zVU<&1f&pHw-c2ozK0IL^;qi(qDvqaNuZ zM?DIipS#gXt6zbYv9{zAflVENdQQ8vK8ts2Q39Mo3BX2c`HuxTKkW43A{dhEC())KA=? z0H>m)IX+`avp2{tT+(o=?UKee1~ZgXIn!L$kB<5~?WiqZBJ1;3KQbyNZn_aDrlbjf zSW9m~dJ)2zHH~_tYZ~Upa| z#j2iD&8p`%c$=l_5m&SsaZsML$QNn5roBaY0=a{T0E?qDVc`MUi?G`UGKH2T$5D zG23g~&`iLQr6yVoa9L|2`#W9h&qA$EOQ3|B0R#9mh|fhjDoA`R0~KUf8_Y4sl13?&;k0L263G-KN+L{^CY)DEbUH|mmqhFE7b}U_uc<1Dj)pIE zc~n9NMlNIlY|{nMOojwp$voe-3B)1l9@avaJDc%MYu2wWRj63GbBHMwZW%vWm_~*yQMoNWYIHXpe zC=}rDkr8pDp1S=yHJldygpwGq1DyV)=J?M;w(6R#mWTe=r6Eg({u>b}CiE}i-@8y3 z8NjCm#zzX`>LQ&6-i9d5G@u^oG@u?WX)LlZk`n7ZP9FS*$#($`S6q#|JMY5)mo+7X zSi)#8@0Qtsntw+ERR|!DLNkCnk^y9TKqcCd*O49=`s)EEMS75in<_m>Cl=`eLraGA z@B^Tfr-vWnFP0wIuc=B8J=+UaxWtNIY~_(BqDRaWNz(~qfr$;g&$@X2_o!ZU$|Vi6 ztqx;<6c!*=YKE~?3kAPZs8|kp2`JjUetyO#Acaxsb7%YfPHvmglsWI8p97%KxzGLc z2f2H3-9ImS@!_Sz-HYq~dEN_X5T&Q}hL36PH(iSQy?M2n_zX&ft~7?=SD?u(`Cd$K z7-nfFe$xSlW5&ZNUUMacA(kEFSQih~W01{CK@G z3Khr@lo{~74S6fkaIRM2WQfap;Y5ACSjY`ks?|bmtOA!X!Uc@%lA>G@78>y#zqe5| zEEjgx#U)1anwCbac0`1ENl|$#k05 z&rH3+Tm8tWn3;M#0>unZTvrC%g>dGWL_N}D67?v&(fR{UYW)Tx?*$xL1|lB=xU2(_ z@Rb2qpkm*hKnk@42Jp^g06F?V9odDw6`JYf6hnVAz@!*`$Y3rDLZ?Z~$thVth|vcY zr6!!$AyuvRDA1o+FFH+`YI)7NQrQkwv$=7uU#w z_YxXe;NvDn77@DA4j23mG?`^&A!ZWM2<-s{GdnqsI0yA(jwA9I`hG7gC~+KdF)WY5 z{8mm3C&a>snycd1cn;<|xAITWEz9B6=y0C7pI?vJtFHQlHe19;nwIJ7J{MW&N%{5? zOYZv16AgO~PEf(e13Hs!LJZs&^;8sZOZwSt^<(*^*MiHXDCR9DB#riQvuoP`E^AT? zv4rVL&aM?u$tXc~dHX_BKZN<_g?tT)FHy*^!dCH9^Ik%}nz55!$gcyqDG>4k!@zai zw?(YI-&J`s1#S>h121j)#Q2Au8llEZD$jpFpqR?@V9V|K#Q1q|=~QTP{L_dAZAO1g zMm^H*s~#e9~wjw~+xWq`|SU6E{2H!h+ZKbSxn0?0{n2Jp|x z0J2O)h1wOMt^0AjWS=R0JwyL~fJsrNN+Xulh133JnJV*>=oc#-6V9tlozW%B)S38; zm8tC4RF$d64(IFn0X~1#8MRPqe3b0)s205%MbkxVJH-Y5XD+NB3^EdtoHo>v>=0}a zAH>t#zHp#I#VXkCpkE!>gMHy`ma1s6xP3thJyaY~#$=7u2fbm8Bde|3(eL&bG$z(a zFA06~Ma)&!tNBtH=QC06?QDG-Sysk+TpeCNU*mRec!(o9ReB(&C-hXGuY3?Nevs?3h+j?}}@uLGDAsYjY= zs?;OhUZfrjO&LGnevHcQ3BF6y6KWrEvLa z-Qf$WJJYqO|3|LVM(9gp2>ua}XQ>;+*Njc$wC7bUbClJ?tYbsfLk&ac#{{E^)x$}l z>Y-lAO%zM;sTKBlQ!Ee0phCbJA_ohr!lQ>(k&qpMR?B?gf~rLqV|EInA%6lHohv|r z(KkRClXr3#+t7_WgWJfn#<8%XH<7On=lb!3;{AhA?i2?5^#bpz;hw(ZhI{yjwOANX z%ap-k*bkxvtC}nEkU?P1VnGis8w+T6_AJpdfftPx=^-eOwNRQ;Q7L^6T;YfOMBm}p z0Z6js^y2}Jc#%STA@CmN8W>a_Ish(oCxC%;E2X!Vq)+C&?u~SSbGm* z;KsJtB%pH{>FB*yM-IcoZlgooyAtFdH*C2F;HcrT9(+UGLX#`}=#&a}uRs$-88QCQxCK*LSqyg0Uk%7tfSr^A}|_=o`hA8^r%-oiW&9( zhm&rVBAvI~{uFRziCez`IAT6C@fuxU>xmilz7h@RnFM;MVK9L2Cj-b)FRIKQP}tAr1#Zre}CfxE|9jN4*{Ri;a5OuPGb#nn9s+ zSru)2)b8^&~O!;WtvnA?wa!FCFWoaPKG zl&6`VU9C{DVezYQSiEAsF76wPZ59{@!HLOjI)gQ|5uK0~9MVUcyO%1GA_vxI1Jb($>-t z3{U2b?ds=K+LOfx8*|~WA@DcYvw*`C45N2|dah;aF|9R7)~6YsDB>^5kg3r$I%*Cy$6tp+{DcxB5!n869)eCV@W>K3 zP4SpTf-b+@(-dDpxah&-*DRDKSE>ecPg8sukhltrxElU@07r_jW~V7$i?T);@yeaX zW?ORF2VD~q3?Wh8yvF=3BbA};16Ph$>IL#S+DrPUPn!n%6x)|{f*XW!Tpq`9Yc_2d zSkZm?$Z(}z>)tRhx_PiYUmj)-v$a%(4>I#(3+!9Wu%0KNHk}SYxfkPqUN*2|^I&&- zdv9-!VeD_u!9UD%E>|=4YjT?|#KtBVKur`2)q=!&`B=3wJaAQM&5En97|m@MDCO4V z0POO5X%xQv46x!C^ecWr=YzfN?Pn{(M%Szy%pn7UPykx9Vz3+eDJRotlGn>;T{?+x z3{QnDdEta<4tpbM?td+xAa1rd->51ISsqLfuW5?@>D>gCO`~6QV~YC|Q(Um`zCgFqdo*Sc?1jOyGpbibbTE z^kZBHISWsT+5GyM-rq&)<`}>HqNG0)+7qsBu(&csKVOI*GnW+PO!$K!xWz)?B^KNqr#!WPVQn&Wl6)U ztqKqi0OPwiK)gva<&;A32doE3veOk|aO@%yH_yj9VyjrC#O1*5P(8S*XJ!B9HEU{x zk*&R~;^SxFH!bhZt?1u8m>V63QV_Oy)vMzLG1gIwQNh>H7NCsB$g@wlFQVmdSXM(S zm_ECLNg#<^rmk2$gi!Vai!#&4)Of===lc}k$Ws0M4B)a>KmNSZ+UPbk zF;oVN5DP8!>anG*FQ+}Kg$0KFD+$8DL46lkDG(yRanA=k1)m=+}^jD}8Pd;3NZVTZ97qn&XRoKGZ1BGozAf*5xuOFWZl-vp)gRou+TMu5v~ zi3US79NmEic^V@L!uMj^ItcUFh%!&4n>+*_L0~RhI%w44u54j9<>QwG0>*|3=_A>l z07oR-k|D4u*Pc{P)heOCAxY?OYJt%IE~C)jzT1Uvtkc`p>la;_7S|?li0PEngA9g5 zRws<_H7Y|HStJ7xQzWeQUrW<247u3^4CI> z7$pi#A#s%_Q;Fg$&<{kuZvqfY#WQl91Q$MziFGmC|8+I|OTi0-Q?e^StL!-ow;8Ye zBHhm!*(M}ac3ckm1HfgCbc7k2K;DiCM2YdtWw{?+du#Ldp~YpZ!q0ITRbNez61s%A z{1aWm-l9MSicQHr3WokO0E0&2Dk~9A?4yt&K`s_K8IcFqyawO%&|cRBfVIK30XuLAItRX!a556eF6O20sk(8qj~MH8Wqfk|DZ*Rh3E*h+PH#Kq0=l2(PAk%Br}+ReYM3WC6*@A;lsh2ilBQE}BPj(x@BHi?D6YH+|thnPA`ju?kTMhpQS z8z{IEg2Xt{F6r1A86W1Tet4~>{?>|rms9bnqQN^9Di#giXGeqJ>ir?|043)Bsp&ge z)H3%=iHA_Dz%NbhCsY?vX6oEc^DzK*WkfR)iQP2!cmsuY(?m!^+j;O7K%6Cr?Zrco z)T12eaIO*@+0H5Y0;~!JDkx&g`5u{!Qa&chet7;!44=dOyBMdt|HGG-ouz*r=d{}W1d5xm|@I= zU0pl%=tW)ku(43CRjPapb9NbzL5ZPCy~2)Avjfyr*zN5-xiiW1eLtKFfm~6|@4_U( z(}$Q^(u0yg08(?OINs^cU4*l3BHQr!H*pM0PqGQyVFRT0$=kL*GL8Mi$`O*r&T0{7 zqRuhKTeBH%S=<;AVeWEQHDl)>F}j)sKoO%Wd`v4NGLvLq#Um8PNz!AiLl6Uxwff!~ z-j+nM!>oQx%l8{;9n4rTAt|?UBdtz=%R15uv4pjNJb3jF=$J~d$MW%(mn{>?*c#9g z(=Hro8N#}r#srdlHg9Emx8Yh=GsnT%s6Ws$E^Z}yA>r;^gd@|m#J=_kJF9J58%3|s zY4lX(OD*)KaVWELuSZ-6NL*<$&aMUlj@Z?#RLA%zKh&l^gf@jzvui|Z>C_S!z*z|_ z0DwG}w~jS6&*HtP*$~MBfU=gx+UD@dsMjnSop@gjOj9#7?IcdLA4XlgGOcLi9XR&b z8Pg&6=6Gn-p_n4Ubemuwbc%!pi(lvhBC%MQb727nUu8Anss7dyy*rIWWts2+1d1*b z#DGNG&{xc*uYxGUhI3o1l~Gz3n89sTs3r)l=J%}F+}#fIp~r=qZenfuf|J+|y=nR8 z&ADUYn1{6`0Fbn|TV@`vM+{WVtZ8l8>C2*Y2!8;rsE5)hO4XeApy_`~fI^X+c>eo_ zBsK8K>nJ(GzS&4^aENp|u`eWR>``<@WY4g@lI-~nOLruDE_KM$PNUyPG`vLHFG>NV z#~)ffnt@U!RObee?*Wc1`Sj-iNAhW^wZCY-Xkz^+S~LojRlx_u*c=gsL-@xxVVb&f zp1DG)r8k|G6DnsT5>jAgQP_0AkwsyP04}S-(sCT5N@u!M(TwT-D+y*vYNW?mQ?o`o zAu-q+`x-?0u;WqCCzOt%;D|(&MA0iOMUz;tzoTbuZvCQX=-9gOL??^YRwpsm6MxDBap&I6(F4N zckIRmKk`=%R+w-Xw)nbncW$^e!ai)+%_d&u^3HGRH1vN!48n6PN)87AM0h#I2c_ke7 zXIml-i{{#l_?FerRex-`>3&>pGFHd;jZlFcJVw6L5qthhQvfC}saD0J$TaR4=+ABy zT#x2*+I)hJy*C%uLa(6$GM;H69N`p#bFuAE0Ch!CQ=ww9?H~qZa;@(IZ%)Z-5E;rzZa;*~wquD)Q%u_!L3E@d_AFe`^j(**Pe*ii5c_ zutu<8z5^cg1I@&%vNLgYtC-;T-eD9sy<0yA;_Ykx?#NE~ZP^Jo>x<~99$Gw)2$~vC z@KcEVSr*R^;)~}|X~AAdkIWBpQGIDFp72(n`?0WmR-~%L1@;Z6^V%lIYa9NRL3W`w zo`WABf-~=s*-KTtdV(K@;A^*R8kpZi!NR|F14XORYG-)ZX;W0&yl`d%n)RPTp?pSw z!W5LA=>EY**a8JB&ZFZa>=saU%?4X4&z*X~**Q3DJ3b0Ka#(eQ8(?yS{9`A%)x~;! ztk&PxH@1tftXHbr`k;BOuU5}*87cH_E0haW*uF5_r&iuMXm7DTI< zKk6rO1Q#9&1G%-$>5E+ga|$2=V?t?wckSM9__YmH$~#sL>(BT#^pg(0pOGz(j#o>Q z!M`I#FbFii+Q;bxY0hS*=B>}mcc)QG4KG3s6Qd>6{UNogL&&(!&&sHCLKgF-B;}ve zI+ zJ_w*Uh?5>iBT)3@)+J-G8MrIg)kVfJddC#(lpQ4B-WnepDTw1A?Fd6h3*JDyBKK}C zDq!#SvflItz@1sFF&mus5AtebJv`+b#MVLnAF7w&?kU*n1uuJZXOv*)Fx=?FZ=2Tb zd&N2=7g^}7oN*uI=iZaoHCLq83ilnA--ETNc$|DN57aEO5X*=ZGcr9rmCcDwU#9?2 z#HKHNOzoE}C5W%Uq0MoE^!mZe1RoH|XTp0DDKE9~nf~B6J$f-C)r2(CX&c;72ZhZf zTsSh1{baY-1w#Orb$XPsfkm3!(DhjiBT8tq(CY}B4zY<-mv!x&w)C#j(reev2==R6 zAjDl6g?K{~LZsZp%X0cM!m2GuzZlPyvpRu847lR{@sn9oa}jT4`gm!(^WA_p!krh} zn593*&CL8G;)z|jrKXQO35WhL;|V;_JR^sXDK0;UepGN0cIeMr_)NF-bLh`9QcXz8 zRot$+CjhQx4*du^v=W-_&wL^nNH~EzI}{T6Vk_h*8p70-1kv*UnMl#eH~&;cHfJ&^r*pW_kCFlgm_U#A?BM9 zBISmRhY23s3->~ZWqY5|zU{)lMjeG+ zcmc&KeK=}m>VFVEtrP#2u^e(@d`xlqIr04CIR{}U-V5Kv(&p#H^8klyRXMJTJ^zCssnUo!B9^WGC*^(xYatop?nHgxHf&h%anHh?E=Z#HK6_C$j93$q1n6(-%t5aj;Iqoh5<>*^KgFfGIoxb2*V-lgX5=?ZJEDA%X}X#b2;-& zy1Ua)_U`S}Z_6n951OJ+x1BnQuXqjEDZwG;rC~9vIeA;o4{JG#?|9;hK(B011pP=W z1pQz}L4TXE|wC`Pg~F?sUN6QdC?vehI*lY@F&W0bvI0KrNa5E2iQX37%XuArKy6 zS)D*TF*4LxDkF;zVu)2-{w6nJr8-3*x3h^;1i16s>@4{d!E1mUev06F{KZZYuwPSk zieRnW1<1D<=nKw$j}r7mUhEWywdwN&8{;r{(mfB|B7Cx|+Piam)S-fRf}&|{?{%o) zeHM_Jqnw8dus_={X_ap7K^KP#-m3azhYB7K9V$35P7iW;6yHFHy-%uMqOP$@b-W;o zVDorEcKcu~b?(Lu`A<0I;5=dQMW$WT9OAVrP8j?P12P$!PmU2WhRq$-q1Q0BG@fa# zKAWAJAGeAdxi*JM*JOmg0UqR^n*3=en*M3Z)~Sp?w~BnVG7+ZVcm)iozcmL3X6Il( z0Cgp7GgvsxNzcoMSuo!L5Bh;-VtIBZx?9DBK1N{LkbVxt+w(v#&QAEc?1Y5te1VV^OG&lK{Y0q*WwxlWx=43{eQcQ7Bv0`ztfhZ0X4 zTy(lPZNSeAkk9&g966YPJ%{4sm*lX58n^8h+}caVoW@4YfS20*+`(5-Jfi~iZ|4sD zPgs!IrB_;#e;&>qyw)PY%v4nQyZzh&N@KU5JD6D-K1uH~$E%ac!2`HNnT>GSp@TOg zIWW324;^qKA!LUR9k`YGd>=aaKx#ct;h}>l&F{WL2VepxTP6^3*ub!b``xx+95k@) zKxaeOL4&WG;dD12H29{sHJ}HG>B_GmQ1m>PI%q%#NIuKdg; zV(rsxJzxOO*D`1FL4y`-P5vcn9!5dda%SqS$-hozc4B$+IRJ{-+lY_p6bM<~beuJ4 zJBf1w0o*!kFc;r6xv63n;Bbw6;-*jc0l2Kwr=hb3-^NIygl4axImDK{siI3uk8VTI zrDS&tgxHx;h$l25M9K{ox$@kGDNAEhg)K61g32|Zf=3@3*S#Bv%gW{zgSscc$0B16KPFK5~X_cIR~;A852e%@RYe1yGu z+`?xH+ix-CN=B*)Nx6#i=4$}1W#0TGdb1Lm?adCcC42MjT6)y}wKw0<0wLa(QHbwp zLWqdmGs4R5vu>F3Q1;Ux(iCU|pG2Mr!W4TTf4*Fl3XB5Z8JqlQl0_X~{Kko)3e zip$S^e;}w2yYG)Ie5Monx$o1AR1=bN73aRc0JxU9?|0CBmC$VWb%-t5eP^A_bq~^` z2Cv<>4I9KN*iVQv07sUJW--8J6(Z$^y00lq!+mW*`nfMd__+i#NpRoh4jLRMbZ8}F z&w~ahI~7cAop|sGOrs$W#>doH{5*KQpg-)v=UezpKlC%ca~Y{7B;_j3gD(ZRti~5A zr@xCHtb}HJutRLg9(<*i9<_Px!L=3$v64}US2rO<$_@2kQ!G8T_q=@%V5_J{>P{d3eK8}exJ_ijt5gY<2gde&s zUpr8jh2NxAMWKX)2FEbsO<12ebR58uIMkwp2H(Sgq~w|6pn*f!DGnN(r)3_sAz#aW zgP-i(2Mx~2DEdoG(YN-XfvEvIB{;;K=AgltmUHBOd@bl|D+FE6DCk!-Bj`xRXu=?p z_Dcv1U_k;ep@a~RJNBRfn~nXk$847wG$iZ*18=jg87ESx_oV2UV>^ySt zYrv6ZhH2UhjlA57BL_dgr2L(If)7LZwhI}aUTf3|7T1ZVCe7KaYbR{gO<2R{xSIyflS za^!NSqlFHACDl*U#}1-MHjW*f%r~pD>#5V7N?|Nnrw)vJAThd|`;tSiVO(ZB(=xcm zDFf#&_p6w0O=F1Ht=JDu}^5N{tj_@C^A z|0X-(X5kSX0YXO(A_Aty6RZPjvK%=$+&mxi@g{o5IXOlJ&wEXh9)XAF+FNQhVdZa-sy(%9{13}%&vS1h-7nCq__7#qvaKzd+2 zXC5-(R6>vr9Wroh^Z7nx@Uqm3p29;0QL5j4hYZjLR#-NWbjo0x+Zc>f2DTyS1n4?t z@G~=@?&ebl*L#}-x`3Fgd^G|^Pi`8tn07a~8;$u4B;kTROKEVe>Z|j7?KUw(9H0U>5dM_i@grrq-+-{180gkL< zrkX7cZHf9%j3P>C_R^U{Y{|PRp48H#`ww&>`P~)>@mm>%_>(4tNV&lhSDr91WohiD zum$NC;u*rXCUA)HR-7=noi%Os34?iS;=I|2!*a?k=7hmQ#FBPz)O-Mn@Me5Wart@k zk%Et~Hy>@`Gkwy}n{$j*6Vk_c1iH`{{r^Ja!{P6CGs-rUp)gB_@$a9Z{{VQ>|~rgh()j9KtE^MDXO zrnvmv_ZC5Y*nQt<;WM4k&wXFdNHrmS-1lt&*E0A0FLYleG~0b0VoP@4d$sha!E5)u zuLVN8wg)@Jmh8bfpcAzZ z(xW!7J@`m$5UXH6Asz-eT)QRW#w6WM2$6C_J=m0`;lZ{b{XCc<{9%HbBzSO>Ck!qS zO0*6Md7m)2*r{V`?#PE26JN-b8ggQMOzp+biA#cmuoG{$@R_dYXMfumsU{@lD$f4K z0j_0f_}A#fN@%tdJH(dk#IM)Vqh_z2_?8w3@pT!6ct;aLq})&^Hf3ozu`NhHCuRsY zBygDE#D69V2zXo7Xu|6Bq)rkUO zGwN?`Cs#P_ga$MuMy%RxLZIkXyU+=PQ?r~fpc`D&UX>PL(tKCa@XfY=j{t4$0~jSK&KSH0yWz>1V9~U{*Gap| z&CW9h?*beyMa5<2djO7P=2WX@gc+~{wchhPOv~>OJh^B>AUtF6)&$y#k)g&?8CiTl zL#*PAf!u$U>WqQh!6wca;5KZtv*a@dKLT#}8G~o=7dvCXeofUGgJVnOQhi{8eOD#+ zO9rEbda*LRY_b7+?`p%P-g2QnQK@dP_3}cKpol#|fE(2}fXAOYW7@Q3ubRAiva>jw z2hGmlO!BO;7r_QQ2hnRfgDYqY*r=^YR%>hYnf9wcgHRpiKu`j_K>+_L(2#HLx!(-0 z!9;(rP_aGtf5bia#s>Bog4*KY$lMVyA9WP``vUm41O9~#Q6}2u^W)HJ8w!2{oo3nQ zxp!DG_Qp;_igGKbC_;!Z!<#q%h|c}rLK+~1tBGzxY4H5BL06^xNa^K;95=EWezRw! zR4(MJxvhnKeY{$z2&-vp|bwv5+Hm9k2T zEyt^E=EzfAHbWK4qZi-B`Dc{M;s2+)tBaA_s=~=O+hq1<_9we-XtL@w&?ZFP-I5{- z(JE>KNvM`Cr!M;v+MIVX~(ynwtLUC!SNT13BJRo@JL!Nl7kn+Mq zTSSqNDg+2nONEpNc%a{RZO?e7P263fs{8WEKK4EL-p}Wpd+wdFZ(g(_`4}J8(;z#b4gS8HIv1skHhYDU;YW3Pp8k^7T1|916 zV`$v@UR%G|YpXu0YHNdZEo85t^qZ=t@Hx`N7mHSiouUF6_y34iTxygqpTH*#HTYNC+P#nLr( zAQqBaXT_gY$hrVeKk;R`J>_!)UaZ-j_uqprLFo>;5}6OrhKku-d9S%A0^ zHRhOp?{rknh;@t}=!Z<=;-*nGYKvylhQ9h!W)y%g+z|=014#|UTY}w5H&s1*OGyM) z$Z(aaS|VGEpIwYy93L6HXox5ZBf~KR+ZPeIW>YPhs;P`)qpxLDYf06@(3K$--uK`* zs-Ee6Z|Nh07lsO}Y4!nD7CWHGN1swP>6<}2G1~%+W3fn$h#*x5Bf)5F*rF=}8`Zd) zSpK=Ug>Hfo*M^mfmb;GOUe(P+hDKkcMqC)yq@8rSM$h;_tQK%nw0{H! zRJ|*@21pU`M=P^LN}49xPPb5p94Wi;spVyel&esAS&4U6%~eFylme#nXwQXrlTUyJe*08BdZzj$?7%clVUAZSDT8?B9o=8X}!1&+sEa=fefdW82J z;Wvb91ir22@r5?;OIY{u&JhBFL*OJwPp=X+Sq?*^f%l___v~36kH4RO6%oE`Mi?s)DPqJlR(#y4AtBm`F(4G;UZPga zo=ZD`pZY@5^|@23Xkg65kt-WnplUD_oN64!SZO&8v+FjP3NoM4)E@0kt4>#`c=MT` z-bBfp&s<$9{o3?z^z7y{?{dV*W>JT|f1$*!5@zj5rW(x?yS-{3gBwPpN7v4Mnb}n@ zo#rSYkoqwMy~TDM_WlD`>}TeW&2jerHZBbXw%*sn)kliVsYi;|zu$ZK??>hYO5Bo6 zhM@P7>D5rKg34@F(LZkx(8RaA1o+ZmM) zp=6252X_~h-`X~nPgYUMJYi>4-Wa5EWp`2eoo!ROUPUF-tDRB#GD?=L^6c)S^2ghz z@=6tz%td!b<)bKBqVkDKDnD73%N)g0!R3>7Kl@p%DuL`LD>Ibr{Ce9&{j!QErqMei zs{gqx{X@lTl|-Ga>b53IuhVcPrp(x9s*2`}l?o40cYWK`{kDoa&O1IN>OMpp`|Gxe z`g0XgoQ&;^sQ%BT+Q$C*(YCRXGezk5py~7fs;J}a_5VhlP_w;N&|;#eC!XUyv0i_| bPj;4{*j(>wbLnZ!=0a`0rpeftG?(55X28xF literal 161414 zcmeIb37lMIl_;L2(@A$$5)zgWC_qei=!Jy6NrFH?5EGC^mJqtDyKblIrn;)BB@2px z3mCjA4uy`2xG>^^BW}-e2bU2Yc_Sn4&v6v}kGr^xyUx6GzV&?H-EUQz`2Oc6#hQ>)MG zspa?7tIgVk)ADA)8xzG+xlnT|tsO0I3BKMamFq(SetzAVXq2iI1zwz2>@LpV(dsMq zc=H;iM%f`hc}vRqdZ9E_aTDtc=e^#1qfsl3Hygkqax}M8s3Z0BC!qN{JcRG_D)}k?Z9$3pKykOr1~%? zWjNn#RP)oNVaDpPWOcYyDL8wFYIR`Z=!@qx$BVPPdF&aH4;NkW7$CZMEJ)^f`2Pg> ze=Ypqj|_keY9&T?pVu{=FV$M!s;O$BS$59KS)%n;@*f7R=f&=AjaI%{Jh3>adD>Py z8YEX-$W1`&aG8AI^`4_;%Cxr1cq9}B7|-ES;u!OxydVK6)Xn_$;s8ix0h7wIMt;0m z&eujKs^!u8v@?-HKwa#8Z`pNMKX3g_&)aa5{I`Y8U80-wE@@APBkNBY*@%j+H>alZ zwSAjGsUSdam2faH=OOZQ%R7YpH3|$`ZqW<>33pEv48N0LY$Fp;2sI+>4T`fTVVTGOAMjafV3{TuTvP3>dE#_W1|}I_K7^ zdwkDX*gz`}1nGe=kl$I$PZtTGH#joAZ=^czj*LkW<~Eu}KO}$HJa!!uZXbBxqG_j6 zC{=cj?gf9R_y*G8le(H;E;XE5zDy7m-yj@ifo#5|-Q>;TZUU~&Nb=@P?`wJ8)B6U2 zxt2pC0m}G|prqGBxC?bLuNxSH$kg(Vii$}si1_&4RK8Sc72oB}hrb&8rXl*z#df`g z@VB#fx?GwlHCiuaKkv!cDy{uq56GPd8Gq#V7Ql}z-nO=}1{(R=PN&iG4hvBYbJ5pA zcs&5FdGTzJ)!kswtBT!P1$R>wIH6)hS>IJ$Q~WeUD8zGTl+5wvSHMdzgT`KId5=i2 zGP=ezxVrdw!iJ(r-w)K>7KiD@@DezDI3}+Pqe=@B7cf|Ywxwm3<--;QaHzaItt0PObh{2IVe?GK<<&xNBnjkp0}H3WAZa46No-%WA@kf#S8r z?T7}l8bQ;x_iQ*hD6thsB~{+-n5(un%Z<{r^ZT6Ir4AH|(~VlS(%bvoe5F(_=W|o| zE7TqEb8cGwo~t-b2$1j(FaB~obPV>pqF&w zd!208+tLZNTn%rMNZqT@qOq!9*^5Bx zAfLHS6hBL8?zR{yA_!zP_hQ~~xTT(!EdGuEQ_@jL3M$%Z_@kuT&BBsWqtXa;#JgMYRh~XH%bL(@6{cW97a*aW$_0o&j=-zK2-NQ3o(bMbsZ-^N4m2XIi3@Ezp>N3L90aV_6kOdnna&N;wnc&Ia^D9+8#J%5JB);;oz5U+ON>y-B7mtv>vjm^gyVnTU z$>i7W=}6O1P>G)FV>-%#mzypF?wzQ_k9Ku;BeZOWqCWQ=^32;4L{%T_GD8%&(WwvQ zFczUKH?0Muo2r%yYX@>L7E;VlJEKgho3>Rej()~|5ziV$e6w0EY&vOZ{XlMazT9-+ z>q-4AB47+z%8V#qsZ<+zYXZmHuzln44H&{6$*pB#TDy55w~@UMl)#WY49tw=)GN8Q zn>Ry$kHw}{()hLCzD=rB>XHOIj*FPEH#;X|7JSo4-fJN-lY=*VPs`4i?t=)j+QsH= z^QPSZGitq+1HD-_$2@RNbKHF0(*HG$$``se6 z2LGrf{pA=s3rMFEO{WO0emcSKmNPrTar`L<2F%MPm=GfwEPudVKzRU9xr!1>#X>>_ zx5rsL^ zDBE4`k1Jdx?vwO2mV#L*r#YED(CqZg1=>P;+wPwLq0cV`Kl1>TWwS$6V5!1bVZKqV zQBBO=q~gIQ5)Y1uY}lJ!^~>=v1X=Bhc3}#wRADp5M3Frz(#l536V3Iy=*FQ&n#{up z=qQW2CL!L6dUJZZT5F8fVcM{9L$iu=)cY~@^-=nC4PuYpB-gV)R|M&KvGJPZ+j^>b z-xA4tq{g2Cpb$t8hkukYhN$rD!e_ql_(X8R+6jm?&!8MsF0J;0TnJb zDzPB#^{6+b=ExJRwRcDJ7^Ss$CfC}>qFag5nrOw)+FYnUC0Fdb=I39cTgsp_PCy5A z)}zYhAbri_VO?ZJ@t5Z7d(nJF>FGa`>*<%#twiZbv|{V&B%-I2NT&Ut=$10*i4%}X zPf38hBc^craTJp~cC~q(34cPN$r9}oP?bO-;IB?KcK04uxnNJ&EyGuL3O>xj{07AG zkXyrly4^ay^i}+5@aOpbwwAkFKDYYxYk+`z@l7b6AfWDruQDg{UVL9strqZd=jLJF zc_gPs<)KEJC=OLBLwuBNjGHOUxXl-D68)Xf#ak)L?w6kbJ0cok@lBE>cNmfIp_!#t z5Cqh>T8mldwuIcXg6qh1xu8l~f~g+bC#L)yXY$kI^-h+Ya)JAk zuARl$6Rh`QKa&z(+OvYRyHCBBN+(sr#PpG7U@8p*?k;?LwOho0xN1O$u>tZ zdLhKQb-8uxNY8KGx?CS$SBAj@MuZ#vWBs|o!Q8Xq&s=pfw;P55tF@e3vrxx}3_*RU z7m>-Xmc~?X)W!yK)oH${fnmD>#&{4AUM}rsV==kOW`(V)tqf6gSg^zg>hqO?pb>`j@mCn% z$~k)-Shb9Vpi(6FtS;8vYaQGAVGGxC?DgDatvWRfa@bQWO%(l7z!n95rk2atcpZ`g zvo87FB@oR-F<;r~)N|weawE7-d1Ooy#5fv5ZFYjyT$HkgGD7R5q`#42>-g{Q(9Enq+;;4HEIy4(>gg!jD z6D%~NEibiNmSs)IfXu5>#gtd_nBu`d5KC5hb8>wo|KVdg8dB7$c9|VVI9WQwz7=74 zhGi0E(T3oDn}yp9-pO+7eT-}ql7{`T-1=UC%bHsWGc>E70FhZqab17ziCgYU6jg~t zY-#K2%^otL=?oiwX^b4;efKt$_iFb=>{a)6_(v8)-rvn!Tu&O+Egv~(N$hj)q>@}j zB`FKus7WLf`yqfMOK0O4fXga&!c3^}mtYyeD?5w;$t1dz8?P$=Y=NGx1sXKH zer5;cd1^*^p4WyvH7}v!Tp3siM@ThUDnWmFJjQV`97Uv(-{@+T6@R)KJ%F`%bR|BB zwR=Pz-htATStcFesLi|>I1OexI>bi?_n}pu8cSzdB9=21=`}Qjqa}#MRAO%8OHBBf zMl^q7LZh(V`c{Mzi3xruw7tl}XQr2A5%Ok6stHNC3QJ5c2e_;eaxSt#ow*MjP08%J zJTb8zD(0n&I@3iZaL z={*P$ni;9~P{?xJY8}x3E=GU2wn;R52WQnNjMqd)4vR7GsHnH4<3+!ud441l&nE)U zpH9njxH)*;ytCZ$W)GqPySIWNh_NRWFE5~>l(|D2vnV-a{AS}rI0pPL*8O{fdGO!!kMftFfeJ*Y!DMF~>215M} zo8tx%`F=$8aP_gU&R3_b13#RVX)r6yDv7zp$-1}wfh-kIug?8VXtASz%>S*vIw_8X zrO6nriX--%IL7haDH4$^j*bDKfUz}vOp_XkT(M(orz0#6Ut~B+Cyz5N+*xASsf=tB zlBU|Q7TE?0j_H$35j&ZL=SqPOjwPpjB=exFu?G73A0zBQRP zqV4?68P)Nisg8_x&RGhz^VvfYGL0;bROba1y*h?RXx}WR!cn{5#maK_I=hI+$%C5` zjQBhc>wZ4<9J6e|ozz_f#6E$4vNa*$sRS9x^A_Yn139G+^Ko4;;c4s%+RQ7hN^@#@ z-_UfeTIiGWjZ827xlNn+BrM-|uwDMj0`3km-k|Cy_vdJjm`v5=mVTtCv(#Iwywfwb zOpM~U*k)*tHd!a**D>Z1mY`?N&z_(&vrc{GWH5_g#1N0~%Z@z0|I_&Q-5;Y+^;#9) zPsKx^+SqGzMrD*Qf5^dB7JATE@FpBgo9vh_*mX0I0ANU>Z<*U~Y&VGCezQPh0$X5?IgT$~x#g-18M&}~jb?_tKdzN4c8ee;ctI)hPK|71I zn*l+4?CQ1Cx4`irMYV{e4vQux%1u0Yi7%fR z$Q4V4f&lk5<8vdB#}s zzDQb=Md00lgIc&fO&=D4Uj%SjyGXvVAipS!8Wq`UJzzV^l{^24QikiqXl#;yp&FI7SLisYnT?v&)Z_Y|~_yvw^1{ zXr4NrUH&@_RWiH$34ubgOUN*r&M`|C2!qx=1NBJf81-lsUpiT1m|%(W&E+5lo^P(eZ!F)iZ!?u|PM(~or_VEMlXPSNbKCi4 zE<*wtq|Zz&yFgkZv9MQkq?*EC!hI`ELMbU!ETL?HuzWvcd|4oSbGC~k0o?b{$06JM zU!brBg;4infWo)mQ|#}*5kR5SI?Fp$?IWJX)$>i?sRki?OrW$a3xGRIL2!6rL4al&QwT6S zl?A{@p>?YO*aFg?6b#1}0LS3YuY4^x>9C`8V5L1AIO#Ze(gz$!Syvf9_B}1^Pg%l_ zjGSsD=0c$QAx(A1Q~X!cP$g6R;|LUz;*aD*h1L!)-0k8U2K-M%V|FOjBc1HkqgCFD z0IbBEe;&z8vJU1?07sUz|9gPTn)UF;D<4U(EGQVJMtv|SXac_cnx>hE@*2ci_!f%UEqcjx0fov9PfQK(p*u$3B}yAgiO zl4p(!%rmASV=|7#yUaaT14U^2r1QBITxPT2A~yF7T$Extq8#B&2c*?Bs$?5fHCa(W zWhFc>`Z~?e3&{v#+lv)zh?kFPBwVc6$i%~QfQM;-q}F72@=%Rp>GhOq1dR~pILzgk z(TfZjKf0H@U$Ynur}gwQ)qEN~T?Rbf-Z36mll4}xyt^WIa>6jY*z2cQ^h6oJc2rvL zGL!AobAMjc8iTiMQQ2z@-We&9Wa<9?7~zDCCw~CovZj0g8iUJ0O>be8z(C$oTU^=* z@Esac&3qWA6ji9S$W&FROxwb8p!hKTAyE~2I_QB9L!E)&SQW~? z&3F~c)@vN#DwMC)X?J>ERaXKXxS%;kbqR>lu0r{{I$}Nt-|0*hx>ccKRp`~!AKeS# z$Ie%woSURoD1Td4p#`7_qcW*NuLhTSmf#|`3awm`d66eBwa&{U3`QAQxsj=Sqc}3Q z{jyOwO7ybP4FkFB%7tnJjwrosw6bGtKokY5yltIrmkbZ=QVQfH6fSf^s_4%DV`Au( z<@RAAjF9G)gg|ufIX)CEQ&%dU-uP(=d_JdnZ;Z{MI_R)giESPd)Xvs zf-6qv>w6Ia?`5b!!@IjWc)ZDK#MGe5+|kP>?*SwI>Szx>p-L03yt2}Uv?v^QhYV)C0C^o4b0FUiK zcOM-uS0{E+r{B6=$D*L<1fdEJ2&t8J7UBLexNt6~-oFmlLXJMKv}yfK*H<8tm3GLB z_f~lw#>&kSIQlY3rXF=;+kCjLjh&AK*VS~x!pU)`2G^&}gA;t5GJNT-RQJH`cdh;A znEsbg;Ji8>HRKi>IJQK2`5*`sPud};{3Hq;=XC&SSn&9nvMrGa)MT@lEO`755yS+K zKUj^J_M0$x{05L@2_AD79+==U4wiw^W5MG@3?2#fOTvdO{bb<-TmDguG)VaPPbK~A z;RBo0;lq6#P^zg(?cDwl5FRdqi=Uv7(GjdFWSj`*a9~3Q+{Z^{6<2FK6(dQ{0wD;e zwMUYkjX#C=5)!Q!xe#z3i$rt#lJ7dmQZ2#zzr=S(P+sGCt`mAfS`v& z2?)W&45zfwRAWoBGcIfih7?RcOfaFKfYVWmVH zHYEDC=QZ`IVCaA5VA3y9-MpmJuj#JfuZ1;8^;*?jnpICvDpYJ7sZ0&b{W1KQWgIDZ z!-kSv%n*|1SdJcbF9L@F>n5W|WpIk03ff~wkJdyU^(9A9V&2l?Ukv2XbY+U)@?;ex zDnN0sfCP#=o;!|BLzT=OMe#^$2EW4fRN84fP0SA&jzHpIq=thJS?;k07jsic{ps#p1<30%ERbJg*D z@rg84$$arq1PaL)s{+?r`qo+gE21!ShkB%Qhk67{5Uh2UWc22%kvt^JBaZ_PYTrro z$aerPYaa2jggHWviSGf$KNdq2%_;c)qw(*{oPsK}1GXLKN$&%(e+WQQ

SOG7y=` z!EQ_B6zRaix*+73V2N_dip4Ug9E#sqPGR3>DyN(VC)DrB*9v|8$ubMv7+0(oV6*s% zNfuTL?vb!mk>23qmxXo$ z_i2DPOWr*yaBZp7aZK)2x)=G^J30zmUq3rwg!I#Hgz)inp@7)jeAM}P6H&eaS3B@r z%n~ubhE{EIh<-_{eV1reMj^8tvZ9d6y3YrCi<;gnS(je*Au2WcNK<%o8VY3wem(+) zWZ?7Gt=p>)+~sNW3a3)9*7z+S7vTjJe8L>Ij85n4cys}L!znQ#W#6p%x$WcRGhgP( zwDTBR+4VO3_3l(+5hu{T3V_%=ka>XtKBjSs%*?N#<%*CJr$<*I??7-K1Q$_plIZe) z)q-he$x4v7G2%@~YM^1W^8X9qvX&qwKeYaM0l0t?XFtEmAc5r&nb=a-LCh|$XdQ#? zzC1<}@V=~L&=Kq+feH;@C3Os9-v=Nm>KGXZWCU@40td{fNw+&LfQ3bYhri`Eoixyk zJ_R|wA=esJ#;jX)xcTiJ%S|=mEm#XMQS7zQvBgSb62qpDRX$@PG^*hl?_eXX4^na$ zii_CD4}>nHaEWIooA&-CBH+Fmx@P9rRwJg1Dd&t{GxH=Mi7EoZyz?&rN4&FRYi3>u zmW8+6LJM=UL?i2fPWOcesWVu=|yO~Ki2CYFmSqLx~wP7p_^eS!1{ zI|{EwVz{P_MA08fq|$EWtkVgABa3oR1~{VJG!v!nCR85j@EHnSMB_m+!P)-8!-g%z zXK5)af8mQXbw%>*WDDO9}19qhI-nl2I>cV+c*cvxg6>MKV| zHqN1p0|jlWlVw*lvhT%2GEAA`5H+3q#B6!MghgNcaZ&Rxa~jQBMO}lZ{?;~kXDZ3; zf*upr2?!Ki1&e$8bT;g}gx~4bV3lyr5q*pTyZMaPzEYpb0W=qHPQwNCHeeGBKtx3z zRE9W%3As&F>a2F}V6Vn2W+7J$yF*X%Z9LPgeIgBOvYYZz1WKqNvlL~KUax^mQl@_e z8;dT}zZS_vvRv^v;E2*#SRwFTfXkRGJX1C_tlbVa^hLo{6jca=_V#ED^~By#d8zCz zG6bnb2@ri~U(770|1P4OhGl)ao>q5L;sJbQF{g0vJ*9FP&PR|7{@F_K4wcmhD~Unn z_0pxLuv3@UM<9Zj@_Mz^h*>2nr;08Y4g(}n_8aC^CjcDrs*L4=e@Xhwz*kUuth_!q zx2av@BSk<8r3BY-n^54EQtTS;YI4NjsI7RG1>n+~htB3qFsE6UMYk-cF&-UJg9 zG2MLXBIsDf+kiwqvwu5&W3w>q+f2>EjFc*+#^@dg_ei9kiAi*-B55FWHbxfC8_8^j zJdfZU^2}RIu)zpAI=FcNmbZ|+p{h0dOjm1fiZs$xGc)%nRBUGERrbux96@aHn44OC z#be=kEI0>+x`8=8B5tYoW7YQMz6P4iGRF~oa3hsa%shu7VL8_kd@2XQ>Ywj;6}aeY zh1>$?JIG~8ms|v9TFRG8H##|Pto*ud>#(Q%1f2HBP8Wuu`m5o}Ww?^MSt-E;&J>KZ zz``m#a2jquRx>0W$E&UDv&tlb=F+I{dD+Q(09by0S_vgQt6=OB)4@`PA_{@+X)8f9 zi;qJ84h`}s^lkjcq7eI*ED8zlZRhOpbEa!By)v4wO%&laX*j^G=A@2BrzM#e_P5i1 zP&(9)G&nXb_rEAZRM1b_mVOs$OQ|B&uN5j5sb15WNae?>ZP5KWG?^t*tqq(%4Ul0> zzzUMBj9dK)+wh04*MO(~LI^W1eDz<7=8b#lST~HCx$K%*Q@1G~w3)0~7FExNg`C#{ zBS#9zsNMw$Ig)P?a=?hRx|4;RQ=mZ}a!$o>Eab3nsX~s~s>Ps;kM}|W!K-{`@oPee zoi_pTqaIYGovUa)PtnT0#nHMNTkgQw*Thni1@ z7=RVo7&WA~6Ms>{ix?WX%>j;1F!4A^#Qog?Fidqvu#G9jtVAI+gom#cN7H;JcTM#y_z07&`mGGdDZ{+#W1Do&+ zB3a`Z=ZkLGzVY~mv$rvlTgybUcJn}PqdEb!KAoR%Msn(v+}h2X#d)MKxhB-Co#r~w zDeVL%I?}UX0hx(9@<>l?&o)77xn?COPVBr|wa0Au4G?giN$cXJmi}d0@jcgk?^P&+ z>XSbAa=`Ci0Uu5{br+z4uXY2dqnB!U^MpC_?zs3%Q*v7jB`Ge|2%yARA@%&H(w0Sc z>wJ-vek={?D)~E8d#tlul(5&8K3qSj4Xj)CH{xj&_&T) zMQP~#i)C|8M zn&BuF-k4m4UUVx_Dip04Dx5FsX33oTTl4k0=oT|5k`vMaMJ~09{U9Cc9j#*WMnBLz zzCW7BDBV4nTz8+0ZY4^0q7_4T-Moh*RVV+{TzxURy$qV;WOPDvRKF z`TSutpHbTTesb;oHoBE4?TJnLB2Ap@^BH>+G-{v%J<)>Or znMItM@Q++^xgKyt^~=Jhmd^$_GPRs+#U(1H_(}g3LY$qD`|a@BY?NWt_yxW%Py4|4 zpDqLeiv;vSv!N^YR0q}alzcfiQLXH*mf7SC{8e$9HTF+qPqns7-`bHDOsnH6L4_QS zGu1&yI4J#ZG3XCi*B8HfjP7R(-GW5541s z-^&Z9;^p`84KEvD`49fZ#-sW2KcydhMs7{(&E+n49J!#MpdTCR#Rjo|uUmqiHE&@{ zsRlDUF#Cq+U_=Pe4CcmQZVq<=j*XxRG-^;H;N_qN`7VEHJU_8Zyyfhj&hx9>^gGz7 z=)miC%Xo81e{OIvhj*A@o8lE{DEvk^XzzTyACA9^2c-BHcTcM`QLUXE>8b(Eu8Rxc%LTD~3IHt)achCwuAaDnSI>Na0yB7Y_u0fxzr zd?S~io-UW1I$ph(hXrTMUg|?Ra=rcfUeq9VxHQu7YPD=*Jr~|cijyY??B$Fx?6hy7 zTS4QrNWYYiXtQzZbd8DPoVO=y-N?4i3D{uI#Z^!j7lp`-^T%sS@H^p>)p2)Z44W>L zCK_WoaIRc_cOFLO$IGx&5RUq(bGy~Gnx+pOhF!>KOJoZS$&0fe8`a^-T6HS7r&t0f z;b%h*lfz}fU&Kuu1w|9yD>^c!TjXRFoCeSZ2BI$h0t z<9+5Hz@--Vvce7-3w~*;Tq5=bz8HW4_66c&IzK{crsdoSX)fV}>0;>~gyzN4Lh>G| z$?moAo0&OTq4YXNx(P{hdRU?Kc7V%TC>iX~BIzHXXi%~|jc*D}lU>m$iF_jDze23m zr774}z{5lVgQ_;K?!xl&h$lzs91pOAoMk7tQKclQg)cO^ZHFWpP-OTuy;v!MYcUYH>R=q1! zw6c!jT7R<%j*%^uyCk@@G>H&P4kbPuWXCabqcM#C1J;}Y=fh3&^ zq)U8s)T{)5q=&um;wrrDyBh=x~ncbUaXv^(3z5^^M9No~l9#g{pk{ywrA_}aa zw2;U_+Cjh!?_?@75TR)tfC36Cd`v?L2~FZcE!K7A)aclBBZBctstaErR`h%eqiGe% zg413`tO-f&DXfIL4dAi{C(Z{ZS~cQIA@ zsswzT!4*G)V8O2VSqr1-P{~~JQ;b*>lJXViijM(Y=Unjtuy7@|>r7YduuW=bv=x%f z8Ijbt#|SOP8TYJPC&$0YAQTJ4#u%b{DS{uobn&R(v{e*H=R zg?u;CG__mWDoN&+NbIlLbIU8%t?T?~vy}tg&BAgl^Y7JdOWXIa)jBWIv_cI38O)Y^ zhL4Y_nUccLcg>})3$GH?13Gr|qt@Cr7CtkhB+ErtGEz-Q%2ik{ngF=0X79Ve@NQ%+?7i?*FfrKTj0se8mZYBBbJzKv;6?hcG%W^J6Zu0E0%S`Xbhilk+yBG zaq|!^G-y&AAR&D}lZ(%?@iE0kEL(JW*mMskMVt1U1nGdU3tu3rdy9q9w9sU>eJ>-{ zgrt0h+4j2tE~{;GK0sos%kv&ECndIxwsEJK@*?7i7dV?4vjzScB5-Sg;AcA^@K0qF z_+#w|obeGX@MQju3VKNl(oKmaEfk7oLR~g=dRuqp$8Za#iP?KVO zcRRCKUueU}G!!KZZFPj=V@g(NYg+hBD@zvIZeXOEkd&*iQs-uX>sV-eA2^DV*~NBf zYhx`8iEt6ZUu-Oy;ntu7+-tP_{Y$f7+W{5aolyn%wV?vZ2@P+C7P^Oet>p$00$j=k zsFoMmBK)WpA@ea@gG5yG@eT;_!x@G6NE<@byo8EzW#CFH!n-ZiWSIq3byW<Km9W2S5+k0mB~GJOPZYWQWOann#s63EY( zZhZ*^ABQB6kV`6c7@N0Br4e#tqaG8QkH5EBC(i{OS?c6N04{4XAS|h=xb7C@;M6bVEn^7mHnmXx9wf>6o6RMTPEH=vJ zo+KvPVoeqkQR6>K8xzA(^E>Fj2B+1dU*3ufCirrCT=KOq!5Ry3?kq0EkJ%MLkJv}- zj##1;r2W#F~S>@IbY;9ojnVlvCIwRkUJWL+JtMfGTv*PqxV zi5l-ilx?Q9H^m4htdI1M0GBnbrC^ro@uQ%Zdt%6?dc^mAdR(vdn8u%Vch-FbrH*}8 ztw{A~mA4KRnG7@0hI}6%Lym6TC7{$SY3IfELi&$!_9@!9nH-24i;< zue5g)pAVZmzsGG`jj@coU53_`xKL%0u7J2iHs9Bv(~PdgK($$fff zsMtlSj&e;7pdDdKv@C0CQ|?x;T~$T@Y|=a=*OZIvG{TPf_2xUU!4-Bwws123bTsrq zILROPwfb(r)DDot9vL263rFF3$A(7MA%V$?uu`>M7@+XA@*q4cuD-i#*6dmM zpJ)z-os5&3kO*3M={Rohj0#LgevN4a?(Kj(c_P5z!VZz}mTNyy2F?;fU-2P%s-VaS zo-#W95d=fw1=rJ_BE^6FFK9oyR7%LN+8Mqlnn@R09t8rwqX>)) zNAh@6$&VPf09Vn1Cugzts5laI#OWWQO@18fpYR(yj+K3jJK~fD7&c-8!KIxOpoh*C zd;F8e!sEhYp+wbwFkGNfLAWsstmTKRV5ncy25>0;9Nv*h6AhOsR4f{Pk*0ZfA^e!d zw^k6}Qe1{Pmu66U*IH=S@~$s}@h%pm#(CF@^Zn;INZ$(lO$&BdNh2tnhb8TQ1L6i0 zafv)j@*+G7#Gb*kE`T<N`m{>msn9wImh7`4!vK>wErEZ0xp(_El2`8>Z2(hpYry48 zG?!WKxbDJZHzXrnSKuF-s(aEDOdAlufO^9?>VL1>=OfZohqU*$80--#c{R+Ra zY{tILRE8KJXILai64pui{9ODYf}`y`VVpsM?qwEU>Y%yPARAzRJ7=HuodJZ3Ki5~=vhYB7U zP8A93Cn!bmWMkg6wn|(mZP71t#1iv4K|5%njSd##RyCxB?Lvo}AyW#7G#$;6ydry- zST_tq3%dyL*=^B%TmtpzjA|2V201G>sv*5^gJm8ks07P=oZkOE$V}rpK8wD6*N)t# z-1doLzEW|@aMwkVU7a?N+fynuiaUDwaaLd`DWNz6K*d!+MSVP6v)=qdb)u4=f|BAx zUN?-9jytv1Hg6sr@#U1^OLwKZr4U?G-zdnE12YMd7X4jOrr);O;MxU4mf!4B3g z@<4_E50rgt3_-Nk!S`>9e_z%*s5ZNhuzZXzdqM0a07+5nNUuy)>&PS{ED92#83q#7 zI-dbTd9Cx$_>I*%?AuJ$I{h-rBq(%(d&3ez+f~j2jmcNyd@bPiyO_8tZaS>Em@V#55cg%Ca8<8Y#zha zx7ZmLZRYBDts$P3*$d0$oZ1xJYFLNUSoK|a__Bk?lCo4Z)Qi=NSW%aQ^Hht~J?86h z45PwS80f9TiE?9&Dj>|AbLmAnNFXq^R%!6LwT;C_W4b;vJUqRRy)sm-?HqcjO0 z9veBl)2ZM*oKqO)zr#_>Ff_h^A zst8dgmO;V_~pw&_L>Sv7GOPB4s`2X06onHn*qH7Mk`fBy6>d@`T#4 z$Lnt7Ydf6=J?HD3T)URT1tq6T1#5%(>C&KKp)KasC=AIxykZ(Lys{PoP(QrV4f;kg zxGR7KWaUu!*XvbQP-tB|TXP15>JZU~Z9it#p!%RW^T&YiH`@6-UQnHq*h-LJQBbW% zppb$pWEHtCr?w!lSx%`(x|~vv;3gimp@2y9*^zW7E2b_295l=)EvB9ea9N8f!VIce zmQqiGnlFeUhnfYxe{THyvXnxF*>#F#akP{|>_Y&OqLh+0Dx*!Lb<0Twnbm|XLC!V7 z5|vW>flyvb-GSd&DaF3cR4FAFMJK4FjtZPt5R0nYE~M1ia{i&BH={Or9i`sVWz>B_ z*HU?Hlu>U~s8|{GE9zhF>)^*MWz=FmOeE!GS5b;1Swwvh+QD!|R&MkeN2NecM5GBq&}HX9zOH7*B9752{- zk)~_W7#v%Lxyu1pCo3=%Ao#*cDz=VSUUN%@^}5Q!QYxy_GODbvAbq0Ba*u~USarpz zh7N&IUD?K9CK4)VnnwQ%qQXZ2F;8@v?%;@=g8Q|=9UNFKs$_Nb3j_+OuKb61>cVR7 zY7yi09GrTj3oG>q&b>i5Cl0j`5roec6d&;BOz(p#czWL;?Cv+0`k++tMwSJDgU0-% zHPuRh%UVH{c__^f_f@=WJ)4vyP(oXg!(J0 zF_4a^sPt>Pq#DPc!+j~u3a#rEDppecg}Rq}4g8p;q!J@jN>p}DrFoJ?RTEl53nfL> zU%;@p3+iHvs^80^LbjQ@suF;?zt*zqo`YEeBo91a8Qei!SiRUHGCZu#d|`zGoQc9} zL&n0Yh4lFfD^9gtSlPy4rW7mdsX5R8fyl5=Xb2?H@nNg?CDuOjDTb{cM4$|X)u#~7 z9I;Z5bYZ0)`3tLmiKI5!VAUglgGTu{KhIR_HCvr zt+o7WfdpmN>cBFKgSTB{$x8+N1=hDwmwZN0zND+G?+8Up&6zR9B05btR-^msXM?Sy%lUTCwV?73g2z5VXbCRi6~vWOoj$)la^8Kysb#LA#8~ znGse+>&-)5@BIRWo@Nl@SfAK8V#ZI?IvUKxLJ^9Ix+FK+Cs zXWl3jEH&0fY4du8ij_7;nWfFE;nyssjX0o+$;U2iI5V=Wc^|ZZ@kr0eZ9NKo>hA?z zv1QFeOoRUq6g3kwzz8X6KCBdf5SKKcw1_kfou=BEFKJMKGf~oA%uaKov# zOB&l4%ur6{Omo@M=%^nQDgse-yrg+DvHFowQPTVrfkH|e|7BWw>CyinoLSSTN4lm_ zkNj6|%|Du_-H@o9Xz5WG;K)+c90G7ziyGgRTU(Dq#m*|e z-)5?+85FBb*kxJ?s+-_r^C*(Gs~q#rEPu6g9Y{)4JLao;K<9dVr8CoI*D6%3>N&xz zdai_Dvs69eG&VzScJ*U2C##?vpha{KQU#rWK6sU&GqwtPM6N5E!n0@pAE<_Q%^*Xh zD%z_I;~=hzZn20wn5rTa;7n9Sr)8{)?nL^0RS~D!u8M49FjIk*uhewbT6El|P|<;? zir$@A{m7`OiXK3qkgCXcp`b2`K7n9nQKTN}qDVdRT|4;MNLrH(^n4m{L?!*OGm#zx zxU4mieeK}Z6H%)V$4~R%P6GT^aWjP8v`SDFTigso z6Q$jJH~wU^0)N1s{`~ZGx#SdJZ(3uI<3b%=0M`dJ%Z@muNT-4Ah{8+*>XA+Z>d`81sfCf0 zSQC*vBufcnfFnyvm;$)0DZ$4QYF_Mp-ns!bzaxe!YAOuins@-29#DyP1G@j(l`ENwG5_RUhXe9|RKZtH6;>>xMw*neO>1n;;W19O-m!f`e zo?<4hJ_*p3#^AmekY~yFVtB(aOFQwKhA1n5c{yJNa4H7O_X{>-D}e9G^{}+@)XRbi zaO}$9i&;G2ClA4CLHTB*It3NT1e6(Y$A&zGsF15yIT_+yUf4+AC_1@`YOUtfr>k(@ zBAm6z4kgMJVWJU#<3}`#7c0)*hB&lH9*gt;3tqLUF9O@3rf!BPYU(t7o{8quBS4LN zQC@kl9!PL<2Es^4IMR}ndoZ39aGXVCxH4ycz77Qlf#!gp6mWXRk*N(xpKoM}Q*Dn- z*~XxwyS>tvI?dUp({z5m?$X5SM@GfS)K&xv>7GO#6)=WyW}ieo(tQ&3$iL9K7)foi zj)(&|vUEgh0GG8R;yWr}>$#}d@fcF5B`|>N;{jyv19fB<_Eu=7gHsIsvj8SV??VQ2 zS*k{ww4AS#1%&8*U{PwqB^sQ1D^SXNANS)o*85=JW~%q`w8@Dii;#i`rvSF?zQ$aJ z#NWmEIO>phG1x0QZ9gQmE7fI2`cyrOk1ABGXK{X;J&VT_y3{?3M*%cp&*IzBtwi-K zL@P;p7C(({C8}q^Tk-WQ@G&j7On0F^9oVx7(3QsEeh`pn=~;-8L^MLXL&3~W_9J?a zIV1{rY&%r51Wpz8wOjQ@QI)COmr#PEf)713HtfMhx5+^-vUlm$b9SYRB@+ zM2k?4Kru%hv5jX)!V#2s!ZscsT7a%msnT-S0$kRl=3@!dl^k8W2$hTyWaqRmG4(^3 zZ(qn~qxfQld=9=9J~W?5$eS2Drh2IRh0SVR3~)0b$q==SbKj|<;fJdL`V(1 zwBrNgQ;`~>awV0gi$Ecj=aH7%^MUba!(mgt!SS0A4cd%8vr0YE?yDZH@>ZyTqp=bz zen})R$?DP<0*)*${7Qh!YF&YBQ8#`zy7A31l+iMk0X#1rK$fYfP`d)Ob+6B~+RD)H z1eg?Msx)F*_e9#iEK_BE5@jk@I3`@8GWAnHDKAq$jo(h@vFX| ziBjYKv15YX7}6-(E?RpjF7Q8dV)dJ-S02gfi#n2hODJAy(hS9^D%h_pRIGx%1oW%1 zxsSuIS*oIC;`9Y2bYF2q8Iv{Alh7K*I8q~Bf`0cEL1S!<^c>&yE@G^*QG+axg45+nvXpIn6)~8t8@@l_FGXvt+Nq4d&bPV92 zo?ur9VI|H0z-3KB!Dmx%y#n=oR17^d^)P_L;{jyqL6zB2-PSHiJq&#pz@$h$(oCf( znJL6>Ox$WF-Cm>~3{56nqSP}Al=9RwhTmA~Vc%vd^$d;Y8xzG*m{cj|r=0{7w86LE z8d%y+K#MJO;B?j$?H<%HPeRtqI&ke1Rv^`?GY9%hsyx(Gs8}Al$~ThIwXIs=cP%En z8T<}~Fes=-&eGlnpb5uP{yw^usIe5$N|LdZ`=eWl8cX4=z*q{GpVl4zKs$n_Yf+aB z98C$(m&V{u1M)0&gSfcZG){Y5#WF`(J$we*w5o@zFm%=gqp{V)8NTYFQO)fsmf&g? zc9SWV2h&g?U=5LjiB;jz1yv+uN1)a61xqcaOHsAZkiQ)n{hVg>g~XPbm!YJG59B&?~CGjqM;xu&MmYn_@fFn7*i?!e_ z#A`?P!a}}@Qlqt>{SE@HwDuQ2QGBTQuq$pT<(#0dp>&ldp}JpvR?>(SCs zM$FRI5KHqbD?+Nt?2R>cSPbJ)_7>iZ``vj^xjg|N2!AWuE9+rwWj3zEUQwIc30w3! zm+^gY9jMbNj*Qiv#;ERjkLl6xCFbiy7}o$tG))o{gS$S1u-aj50x@u7TV@i_*H0R9 ztcD^C51S1Rarqeehjm-307ngvwU9K#Eit*mOQuw?8$%OB88QwPlSdjAtB<-Oh?;5XLmW#4A3*J}oazW$JoFGiYbp}*xFA2{Y} zVrjeEn=|qC>0~g%CRY1-y2{J64kL5tt9DKZ-{Oss$(r$F=WV>H<_`VcfYVtgERMp!!40*Qwh?UYJLaI zeCT{M_Dwr2w+51Bzl&QOMKdh=)~B6`(qw4@x+gu;`$qVXcB}Z1w*dZ{0Dpru3)oHJ z3468s45l8_S`+Bg3{RABbL8NM+z6Hgv=R*D9@#Z()_$PQeS(7qc!O@-{T=v9mO+O@ z`DBF|8hjHLw!4dA2X9pnG*os-Hkrt9FrWQFcysJf#N_2pgH1!Qkq|l30K*Wls-xi4 zaxgF<#}jd~!Wf=lAWpq^Jdg7lu-$BDX*X;#Gp0azM_&zG%v5tai0n&j{4~e!L?P}L zpioijdVi%HhoA!tJhFrhQ`~Nmpv$l5VTxBFTyW>{E(@jUN~#8n9;SFDAjwjMy#e4z z5!UW7g^RLA8S%=U#%5b`+6SWsBp5=XydH1ic)2>UYxIU@wc(KKXRjWaJ!=-|Q!HQ7 z32qGfae3^=ZQ8zVbp60}Kjt~tsge3kx$T$X%O)5=?I}7nM`FEhx>hZWKCiTC z{Y}?T<+hEMa+`7hc3q=11vfndtoR1)if_>P*idipMT)SgO&i8?$bcXefHtik8$f<4 z@idy`4e?QzKH?jNnUEzfoG{H{Yb4D*WcdVfvqSho6{28X3g}MH=Mk9uT5vJ)1q*wK z$3^yf9$`jqLehj3)@l9o)8#?9GQIkL;3hSoYXmX-z8(JncAB(iMjL?mQ`pBkmTE`fMBrjM!qMr8GK58%ks z-FPR!Wvzaa^Ga)@eQ08+3>G1lSnAb%OIu%&_NXQn81`4i2m>SdkHJcT5NWsEmSMh> zlVro`-tw3emO=aVde1?07nd@-TvtF zQ2Qt&o;GQJ)RtT_g)@Xwi!dVd5eQ7``tpWQ9E-?&-S8N$`Cz-?^HWX^cEsDh51qP8 z_zDrRki=L@N>_}8K=bIJLX=m33W#7d^by-z5kQ0;#uhwXnczYqF%qeI@s0RxC()MJ z4M?(tszU)Tvn3h~(QtGV8sr>C5`^z%wsjEZ@g>SUk#2k!cmRQ;y1+vg_7EqJOaki| z8zv;}^o9BO830El+mSA?Dc8YNPSq))Um7R$%Q_(RZ5f4r-2oT6F;8z>Z?fphwD{jK zsRPp~sRtPhiO5-2wD(?`uR(lnI5pT>EZl}X(pAEXBQ;2kAE^`@{%=K~ka>P*-8wyz zwQgOmkLL%R_34A%1^r|FxxvBQ_sK=IW{G#TFKW9VN1FlZ!E$sFPG+|*=9kn`!0jL3Bqa;{CZ zi!#5v3V8YS;1(3-XQT!6Wu|*W@+e|H@IBB{Dk%KH*i(f`@Lf|qA z8&Bv$3c2=kBk(VaVYz_#9P-RtZli=LPacP^p|35oUz3r@|ARK%-nC{7F}*d_wt{Yj zift=+v2Xpv96@*Sn44fI;8<9N1v?k0{hC9fVj?;Ktu`)qHZ+=LB3eu(`$T3hfcMKz zPDUTjC!=i){^{r!W9*qLgcCR&O}evZT#9Cx!`*S%|6z%WZ)U+st9)&uSZX*EjV4Tr z8C@PVznmR`Hj0y!CWH2KP>o@XmCFThLp}!;pQa^QKr(Vjv53flHlvk`<`Ew`o(V1T z$Z;WlW08Y>OBOkV7Z!(17YwygZ@yD$)Jjghg@wTB;DFv*F?1FmF^&q17y>*rP;e!< zv2mhT(y=!%KFn9`@LEm%tree-RD7yvutT9@(clg{8n~MlL*xNU%=J^V_p+#Eu9p%I zp;m!!n%do}i6AqLTuoC0(5Q@PMk2AArkWVYx0)tE8rsg?s{wJAAhwu?AgNb7b}0qR zkR>i^muBKyICBSj@U=p!fsu;Nbsu&9?tHnKZ{S4|wQ6%`kwq-N@=1lG=$EuE?-i}e zx+5}rsF33!!LQc@`+G5c?oLvx%k)|%&%DIlnD?cjQFdb(b=<=h zPNiP0@jlE&72F0Tx+<^~3Aa$Q4b)WFy}g6E3&`;O2u?Gx2$Q5K=8R#iV>Zv z&j3(BrwSj3bgJwVc!ZufNxEzGEyTb>tUj)Wze|GGx2<+egHP7M`X*z+grtc!tb_GK zfXmv!^09;^fZT8O3iL-M*b{j-E0GBk$=DjufzqxQY4yRHewYcwjop&BA-%V7Evo@z zx2KP58RxWOosV$05aGz^EE%9&?)OpKwhk4oLZft9i;knKEcB*vD6@(l{9O)6qOxO{ zUF86d*i~1m-FuWDYEyTjO`+86(vVs@wFCw*KZXSWkh}4^*sJCiyt6wI8A(~cxjlR` z>a~kT+sV1WG&MuhPQpa{D%8d1w4x1n;LzP>Oo!Z?!=X`!Vq^rfY>a)-kr5Uw-UTpx zWF)>un17iAeXfcc=Tv`diS9}xQCS@n5h%Di5R2JW#PR;kobhr*^;O7C)~Zvq95931 z$-Yv+H;F&Ee#byB41=EHdv!Z|m(MeaRnXf{+OZ>dBJA$4RssN$-d@Yh{bh)OikUSn zDf^PLC>fL7EkX%wYO&AZU_pD#e6Hjd3Px5uf0k68!F5thpaYJ)?h(}{f!nRigp z6_7ps_DZtn-Inf1_FNqyPdkmi5z+7x?a&|vkQU!;wP*%Pl~5z6{N4aKvgFeT0FLC- zR8xMze9^>uH(E3blvTlph1eVsMTGEAZNoHm<@{-sHCM|}Ix8ns{xc#W1y&Y?eUeGV zgrqq!tN{8Vz-3ifT8=|h8JR9sG-JAdRScJ;MtTK%)vS?Diw*Y1at4t;?0Dop38+!& z7z&P!MM)I>O9Ui}Cb3{;M9bRT{wP|8hOKi>bh7xf)re^m%KfA3>E8pAEdJl!Z;C6h822Jo{OE_~(^Zi=CGAG1rHWy3KbJ9hyW`w|c(YDBEHVi@K% z;%XO5L&)*5Lq`jFS(sz{14ZOAo@qlm8+1vn)ifj;Tu_c;4tyg5B`gnp9dkyH+UM>& zKR9Ic; zhnh@fe37OvXKUrqryMnn1`=nz$pKz5=Yk{iCS3fS%iX{YpL2ONeq(bk>|3%q7jc42 z8&fW4PE@C0VAL5Um-U2Bzp(AMIko#e@J!O70EBH%$XpVD6xOEz;e46n0M7G~zv?it zgp04mrN#rfLaEH|GaO*!t#Vf9emd)W#`cZJH{g1pk=$CwCuei*=7HSCf>WP>W!gJO z>(luO7~WMc=GJcB3^T7H=`JL2B)vWenxz5DO|r@RpDZ9V%0-?8hwa&xNW-EzB_pn| zdO)?uW|{86Stesrd_{l?WalyPHyyFRpl}CGFQu9c3nJ4vT3{r*Rd79;vuFzmI`+Fc zpXU1+Dj?&T7Q%NUg%CN%_U}xgrUis6RLrq`g8`Y`ETUc#z>fcS;KzKZ8TvzZhJMp2 zhPt_<2e3ka0Vd?1n*2l7nOPBnGP1AkNF}#1<-H&1PrLZH3$9KIXIzH z94wH5HGl>4H{d}(&`g|@orz7IVuBy1hEd$~Zv7mHx6fR=COhF*W+&XNFM@-BZ_Yd* zXlgv}{ossQ=FE@abLK&5!Ja=4%nx!deRU`v{|cacu&{i)2t2X#>f6rawM~xKHvDoy zc8)e~e{W8}R(HtkrJ4gLPVhYte9D#$1M>qYSopUNp6E1M?F_d@+7#6`FP!=6#5bW( zULZhW2ucrhf9DEV`2-WqQ_V6v{8OE-!Dh&F=UjSG4))kKr(huttB!EpOKyzcagy6u zY&53pBg4bf`}l-fia;pz`G9Y)qUL))ynP-1$}#;r=P5aqPl-ai;WI8 zYo(U^HlzqTfrkQt?(y((F&aIm6QnthnOb6fUUwjkQfhc9YM2-;q3*+}RqaE@b^gqZ zIwxc?Uy4)yvpVOsTs(5&s<#xaprOM9F^7Pke0K5qXuB}>gxEf=b70hRh_{&0HQ?;V zPOgmlL1N25ZxDl9-$$U}!L6&O;aHk=xpnJEKSnQ!Jcq{JyL=69eFaEcP<%oR5t0YGW%rK>nX-l;FrISm6af4&}}-!Gd8p z$cG;?t=}IK^N?I*zF*~t`xsx%6+f@JKDAc3@2LFl{x>Qf2OrFRG)pbSG9rcaOy`~$ z)f1wL2W?I)`kDnm0gJxyF&*n5QwieoH?%oUke)v{455Gzh~#tOcM>U&u<)5lG1>6w zN=B*)Nx2G}gE}7IvJQ_jHn2#O3%c&dFrtLkg%*HJJIc#KRI#S=%^oc`HF$IGMnp@-Wae9Y-vEan-(6?FmOt(zt&@W`9nvj&M zFo(Vq;5z2eZ$pPxLbDw@LTvF4{dO%q>H@l-_|6Up@&1fL{6HH*q}))4Hf3ozv@OVF z4$TmjVmOR(=z(?XlGie}D}Nm|5#8mDw(|H$OOBP^MY4>xq;zTafb`rH>EQ(VdN z@h=7Se)s*gh0mldnfpG;NHrmoxbI&8u4C@|c647QG~0b6#1`+qD+jplL3-5Swfi21 zFN7*MnGjb1j;L%E76Xq3xU52?+)(#5WofvtEy!f<%MgAw#!O<|cW~Xh6nzWZf6o^> zv{Laxf>b(iz{vcwA{9(+op|swnMQpcjE||YB=g|w1^s>x9<%V7ewfVou4AN{kd&)1 z<8uKntMU0N>UW?AE1}sQ93i%N4}PJR9<_Px!7uKB5O2vS#8M$2O*~Ill1m&7k(e=$e)52QLNI3gJ!1w3E@MdG&OhP#2;WR`!e*J%9m8$@3V# z@iKIbms{O2>L~x5cJI%1^x1N1Rcm&h@_Jx1m+xTVt9cT%yH6i z+tfdmZz&-iXtAW zzjZb7aHO5kfQH0~nY)i8Q1Hy1Z`a~k&xS+U*jY7us(5gLvlEVsgD-{B1T5ZwYvPMe zX=ky)&Y<2?Dm04tE?@bg4v}aJhvxO)((uZ57yN4iqY=79nIzKXY8O?QM196i0--|V znP%YE`sy%8{0*|zRlDwg3WRjAYW#n&oxiFm0&RNJf|?M zZSNz=M9EnfOI^CVtu}CiFG}(}whO zAl@DaS}<(Jchff`ow*A@qsk>SR2$B079PP7z_-01AZThl?v)_M`0WLEJG*DG|B4T> z+d_h1h!J`|T!gL0|w+ z)qH3Cj)M-YQT|8NJamVwdCk;ol;4-i?8K&n2LUKxo)aI_v5;h|D?TeYfdFo8I{2K0 z&rF2L#!)}RNHrmi6xv;LCSf;a3obY9VPB{6rAo{F62N60NA)d{`WQwMB{X{~EkbPZ zt1Eu2rAOBz=u+~h9T4IVGYavyZ3vNagGH{~z+uYLSY2TYGFg~s2p@>y5M!>`bntfe zs=4U^wh*O^n0#POZy`GJq(Fa$Ekp)lIUW}>SaS?w37vVMc8?4RZ$1iu0=yX?Q(Vcs z`DDR|-fD%$wIUQcXz8RoGgovjMJS-u!X&W+gP+nc1iH`{_t=FJS@;V~S>cyn7j4sJ&c`4e-Z9S0u5rgh)_j9KtE zbHflmrnr*1@0$eme)oNgh0k=tWbS(}Bh`dV;=b+aenv}= z8oYMj&vrnFpUNo2$J!7g<%YViDNDnBZ9yh;Uxx4{F&xIYZ+klq{tH#)_uqs&4*r19 zX+8M2j9;Gz<70{|nFlXk&*}Gj@KXFGl(u9Zyby3ijcJD^;3EL8V;=kvdax3j?ZFXZ zi}&F5T6)yxwFjTv0U-`&6yl~fgh;ue9&F0e@L*ez$vl`L{1vn4@IW8q!ENq1$O|P} zedEMC4kjaYOcNIJA*$#Jrc|F3<74V{$(;B`!GYh2pKswaWt_~3_cBsVNXk{16W<1K z9dqJ`(TSDNY$uKoTf7tBtEETHUOVxdIv~V*G79mXZ3vNaL!H=^rQyW3Ad@*ULpU14 zVT=?1ZO4Ie+f(e0gD*!KCG}4dbsl3n@^S%#f_Z&px~K1-;RT4WZ7{*7QLudEA1oFT;Gz0Yql)>CV+^FIVc^W zRg_L5t*&-anMo9B>@yI`G@fbJ-jIehsnFLUP(p>0h4ze+6nhUofX(pKOt5I$KNv~7 z%FK~_58ekjq7)UDmmdZ=k{mj*_uw;_l;16QilPaOhZ)%eF|-pSLye^}vhZ+*SjFB0 zx&A8E-UGR&P3%3u1=?m~@p}(`4czd(2mgiN*xm#7ZKn1foGn)diUkMhHy;c|Za(m# z?cDAIA8PYX12O}5knKKLd@|2u(%2I1K3Hi1nFV;{?gMPkHcgt~%q6X2_d$U7&v7)#dn1LHtQjPB+FW#7-x zFEgHL8Jry{gUIE|XEEKH#t^Psv0V9d26UkI9$b~3o69@Jjoeb;R}1|GG$Q}h%BW^1 ze^;l-R~ria^cz0`1L|+h!R^^Ocu}V~(Ax?8ESSFm5Bh;-;*Hsvczvgs(0dF_*VfO0 zczf@`KV>KU{n-gO3ywr_6BijzdZ3p6hTi?Y7Y{xjSHP{sis@v8{l-e!+BhtF4 z-g#}!_ZU2i!uXaF207d1Zvj^G*SJpg(7BGT>A~koIjdh}Py)y~*G(;3j;un0mQX^bBq?2vYrl+hl+? zu->wPxLpQoqm9AXWndeEPJmIn4F1&&s0VnL!TE{J0bM|hRi2AL!9!bDSKGMPfb^^X zw#mSehf5ti*BV@hdiO7dN_nk8K9$Ld)fCqQP{5jGd`zQRvegt#!3RWdYlp!e3!j+= zlZ}?v8L1|u5m!TY7~BeQSw~BKI}E;rQA7#No;r&VTl{K@*J|m}^#{6;e0>Lm_?nDD zd}|v*q}*VMD|Z-}vNTpx*n&(J;u*qgV>rZkD|Q%M#a`|74uj7F)?jZo;;ws>#uK9ySmNRQgT_T~lnLa2h139$=sL`~L&32`~VWfdajhI+Fp zOT(LOK_>HNhVYRXGl}u$wsshtCRAuGZ%nkq;H*gPQbQ;1dj?ad&wcSRwUlJ;dx@al z@4nBm@R?4S%<{G}QcXz8RhZ>%2e_=3=S#+4M)y@hv)wmBZ1L_}*V3Z~uidxV0U_Ry zQHVFUAw;I}e< zeIAUDDXwH5{4qhl--AD4;WPa(nFoJ_k!nIxuEIR{a{$*d5B>^zuo9Z>!4YDM_u%hn z=~0{49{fZHg!t`@Li}kPLZsYK4>o0Kc(5(VWFE{AzBz`&7!Pi9hrzPb0$n)q4uh2l zpVo<&15iMp7#~wy$(*=faNu|16D@qED<*T|wTx5~GKmwP3UD2B;;*6;E1}s=93i%N zC*G>1N6lV4@g*G);>8(-cugBZq})&^Hf3ozu`S4CPRtN4iQzEDiT}34Al(jw7eyK+ z^-mPM=)2#{bmS`?@Nr1gNwUM>H3-g^F$V82c&&xsj3p`x#q2P+n-OoqQa;0qiTePK z#GwxDF!&k$Nu<}+E~+z$DvkXFLY>Al&Dyim zuqIV{5dtMtDcK#sC`qx$U;>-r$(dl$v^$ZstK1y9#~=?lq7)UDnX3RtGIJ;P7eakfL15DT)vxO#kA|Z=-Yn zFCh&O!d_s+)F@fPc*#Yet5UvPy3xsTBdg=(J>^ox$=7m|PQKBsIrUtAVxn3r;8j13 zYVPX%?vhi>H7ljbYHcc4fXjhurSWE?RIR9_*m1ntW}Z-r4%+lU70RO*U&Z+yl*)f7 zshEal0l6Z6NFj>&fhMJOkJb|(KmGtM^7!#b{Kn!3`<5(z2(L6-4WahRWzv@r>f$$q z5G#6irbFEUHsa1dL(;kczcE_bw>Vl?qpPgp+R&tWOW`=uX4x5plZ_irrBQD&PeJPC zPdW0Fa6;5sZ*g^T5f2NDl_MxCeZ`I55*FqLWtfB8{e&xvUsM2uCM~>k3EnwTsSkEH zRGYO4r&S#A4sF!(m3kR2yQ)@3VNLT+@QFIcNN--F+Q^q%7teyZW$}(vfIpka$82xO zM6*@{-bV$lZQdgJ1YNAP&0A1+8hD3Rz2zMOhjM}!mFq*3H72qG91H#2e7Wh=TX%_b z6TNO;gSNI6mu~ZVb~+WOmWM^SfT^dDZ#eZverg*2SjZb3g;sXKpS|MGW~~f=EpAjN zM#u9LyYSa~tN03U`DC@)s8kycd3^C~Z*kq3XjGb0qkGZQTkvEF`ug-JY+ssUD&6L- z=1-im!=8-dG4iAAMnoVR+7bYuu{wLOsOC&pYmL#ev)ci|&GCAR`LgMh~Bl$^>$6~k4_>uEM7 z2hSL+m*D$R=8vOJtyZm#7W0)t*{Ol7k<^I>SSOe9sKzpnVQG15tY0h??s?!i-V%=2 z4}FyRg9Yp@Lmt4&>O~My8F*@Wi_7`S&Srk60}?O5-*cQw%Ue-%FdB~*oN1?0fM!Ze zu(-H)64(TZlnP*_&SYsXqPOz35*XIvLUU?*R2d%#mOa4R-D;J58CAEG zJz-{z>er8^>rS&!9o;*H#=S!ym z2U`Tp)WHpyhXK;X;qFD~pron{ zRckwkTi!~1lMw)Kjy9YrP)`HYu>hVAo^aABAkQVW$q5TRKGEo(F42RV=Fwzf4bo7_ zX-u*;__&|P{0t&$UX!yW8kejzz@E>? zhx~h=djw|3Rrs+8mIAvy_;ENU(3SXc2>!4HKaM#PK90hV_rh&~?z{2har}4;FAwy3 z5NBiGG;5h--On)YXV~^LO#2y@mof}5Wza8e7LSF@!w7&ZxzSw-Em-xPs&F@|lq>U~ zH?LHOyxambe8IoyU3bZx3l$@BRNTzjS&G~-b}-AkXX3}X_;C+@ycs{%&4-U+{CEUE z9>tHs0{AH5$HpG`I0rv2?1hi5`0?X~@bM&m+`b4tJp6dtV)*FCkJl`Pk9+Xr=lJn! z{J0#78~1Abm~|L@%)^h{@x#N9g@?n(GW>Ax!^Mv|N5IE?{P+rfd=o#IGFG8RUWXrV z#E);`$5-*=n$_@eJ$}3%Kkmkl!;gZGHTZEYeq4bcU&D`Y;l~kc;9~`Tyc$1Vj~`#h zk1yfJl}E$JwfONG{CE|99C{3V9DyJ2#g7l-$C)|!I2k`ah#w!tkH?RNkFVp$^l|Xf z#E;({4c2#*ZENaeqI2Jb)j}(B3W$&HWerhIiq(cwLUWV;DZJ!jGHr zV;_FtZZ#J-w7H95+{f+4k0Jc%!w>A_uByjoVVjlFuP^-#UtV_@u&tumnH27V|VY7MMaR@%74FHoyNHk_z7G1s-c zg%j0snTHrC!seeRp5F!WzO+PWf0+~^EJp75Gm>q)3D*bVhGXRo^a>-wpDCeCisZTaevf7;k5Ro2^ z`7WC%e`kvFu)i)*=2DAtO`IsPOvon64+12y%G_U9F#>Ff&Py%2{c)nhZpRFXZU$}a zZK(zI4{?IRzF0Ov>Df|dV~-u&HukC1qI)P#bl7?AnCKjDxf%qO{XEw1T&Nzi;U}1} bnBhIv>1#r zHrPsvIN)&zd*EdOClJU+NFIAg2w_b~3?wfJkc5Ol*z!VHLjK=5_ui_zR8>!PcMbE; z@9AgPRM*|kJ@cYb+cY7SC0-AtB1>tT6MBmZB6+ruW6Sn zW7lhso|)S4*wiCagZ>GHdVOld9~i5Rwi?CaSh+FfUpPEbZk5^xhmX`6hnn@mXmJ?H z&EbPo%kYrQ+MMziHXEZ{VqHv$X06>AEh6J+tvX(wnDUoN^3?Bz*NTLIo+Y)z#YUq% zR&0Vie?ha@YBPPsqpf1KS*}%^QxAabRfTq|R;ZVUg6C8I8rAiqt)Xh6UaJ&q)v2Pt zsNSe~#Zju#R%myFix#~S5{5}xhfa`Bd}n{e5-F}J61q*1Jn7IS;bAY!uC zDCR~AEwovv z(v}zN?SpyT=f}$x2pMQ!&J7!nmhmG`%e1W8o`eMF$7_wrLW`lZs0pcpbfEW;4!X-- zK%hXjb_0D}bVGS!h#xIz6%JPLWbvK!mmdv`*2apP4x(p=P<{`@1H(WmZGSB{4k4N> zRLa#u&3qXH2|4)I7>rrBh0$`X}(?C#Onh zl+G;OF!JP-ze-9fWFvsU90&+CIfV?R(@Lk8c2mwpfB@lbs&oq%Ev+k^CF)qvs*M$n zsptL@{+S=2Y)y@b42vs;>O>pkGUd-Jq5^LDL>@%QoRr^1;y1=bq@OC-mRDtYe5wT! zmXlxHsMT7J482&TJ@R6}{t;PmZlVYwJKD+@DwW!i{CNA}hmYl3jY72v5k&`@5aUHM z4|UN$Q%lT)9}|rtfrTIg-W?a@3``c95M6=@6i2x_Ry-=(TTI08^HNddT_)6AzS$lh zFCQhnHGinlB)yB8TaET;3-T~VG)^@|i50R0v`uY{@aHdSx5hVZ-_$Hmh-OL`m0lq7 zt}ItwFwMK@BE`6+W5w}8yVA-xpz+iYoLU$g11qX5mV{>Lfl`tB_mr%aGECOS+E4?; zF6t-QAFE9k%4*2hq4XpWQ)^Xgtzy1W951qd z&9hBWoLOugd zsFc>128D31P>Ldd5Vi(_IwGDgJ5(&z^G6DeDh4GWW>vFYud|Q@DG$iTP6i8EH~^^0 zNoZc=BN;$C6FdMp$QSG7N^L?74L^d|X^&PjqsXp8Uh?CW0@{}2w7d=;78=JOaLieM zULDY5L@lktUV}kw@TW#bNVZpsXMt5DE6NE=Ckxd&smgr20i=r>7FWxydU^EFv8m&n zX}SEJFHclq{m=`3yw-e-ft&yuWa2`h7}aR5k$Muk5qJ5qVjTuz_grqT^up41(eS#- z!qM_1(jo8F0>L8>RfkKlI)VI>ycN*2r97%R2p|I8s*P3ry!a4Ut@N=haiS^#WuiDZ z(5f`^P-f-vW9rd~^k@`*O{3LRjSax;p_K_Tn5woWINy4x4dD&OW3~1yUy%C$gomyx z%0XGHr%N+PgD~hXQQC`*&OEOGYqXeMDkxfT6TTS62)ct6MX@b8C1f}ci(4u*%Ve4> zAiPwoj8QSEt(LJ>I|zS)HD>A5(k&znOZl-<@K{(O4Qx^RGV2%}tjzVtkm zS{**iYY5^rnZMiuCeaE%JCXAX08hct@Iyh7>he_SZt+-{U$kB+H{m`7*`-+yj1sI6 zSF?iahC5homB-5{;4f-d4^?YNpkuVgo1^Sjl>S9LT+F4~<*_L|VXO$cN6ERI+Mqw0 zK(3;CB&mZmD(66C6;#w~1WxHSa6)NwX^Uu4@JzWqMkZgd0=iRz;RI2sU>iM#hbz$@ zWNpGegTwN%Xdikd4_yEZt6^Wu{REc8^Zb$W7@=*BXh8IawJR`B+PPdMlu6EsWODX| zb$d$mWF^-L|9iAiX7x!tWLAq5aw;3;gK)nwdNO4dmpKCe7;2NO3XJvu)Oq<~WG+-h zgQbn7O;Y=^gTq3n96gb+T1(I*PiRt+#**isBHV6x#yM!sHdzX`^-}Au ztAub)4O_E>D}k1-K_4&)OZmxo;V?U7;$dlPX&a}OE-76qZiY(3BL51`4_(|SnEgCS zR1FU!->#3rk%p~i_lcVk&Sw*Hd9VP8!+7yyQ3z%mT&5`rsw7cR$!oYyVI^op%cHEc zxTqi`^e7>2^t^O+=^9bDaDjDM;Bu0W^-8%Vh2*%%FA~Uy%*!dBs8RZ^EOR1(JXqPB ze=?I8K35JC+@%(LBT=>J2ay5^qI)-Pm>gFzErCDTHVgBpl4nRPUW;VBGT?`lnXYu;k4Mu<*{hS@B`_k+zs!_vHR z&D-*%Ht(KHM0p7F)yB`sA?8d)3zA zV)GJA{*G>%oUCjbCEAc#GL5|ms?pXc%T-fSEs_bIcmE(JE%$GjDhl$0!eiwo4DT_v z)AQ~>K$#v;nSzQS5af8s0a0bQ&_q1q`BwY6n#f4$fLuIC_IRawPBSLLzDiiC653?y zj*Hx@)kB&n=GnhMel~)q2T7q4X%!lHO8$q)bBfA?=@68soJP?q#%VX)wP#Om{S!7uVhpP?y z)WTef+Zzz=Nu|$^R*FYhCWH90QU$9xHjnsEtS7*1a$(s>y}&d3NYix1Xnhwu=-1=iFmwML_MqzP1TnGaEc@yqQEotfb^B5tl<8Q9tvkIqMcj0f9R*>=zdxw!-uetufmLZkQ)R$f~9QnA2}x#H|9J&Tx4V>ZO4wWL;gvIx7O z#$HRIC0KIwcQ0@X6{@2=WqwMeoEo+yQ$mLL^Imk0lJQ(zKAKDM>~Mpq@XRn{1DJ%4 zpM)QvNWJl@#)o)1Au=xkl%z)j$pA(dFh(I5fvZMrJF~ERZh*FBR3?;RDWj*;)5*di zn0NsSS~9|24R%>(SU%W=0aYEkUC^&Db|jb$iws(U3A5!m!A8A z2c->I##ySxBg7aa&u>?;q#^9X8cw6dqrg!K=Eg)BS1qUPh65v}VMnn9j3ts*E0~L~ z7|oZ*@>nP4Nd=mNlyKhFva8T3(%R*eyD$Wqu?X{E?+wpTKby_s6q?~Zi+7swQ?GWae3Or!~OBrqZsI)<^ zaJV3FFuhhzqy2-rwv2NSEAm))ZI)0acl8{(B|#>zU401VmL~FJ`PQ+zT6vT?&zCu; z)xC3NX6cua8o^`_6P02EQzNQ8m?fVCghE*qD|NU-)iJr?iRBA_Nsz*eA!~x4DkI#g z5$~FLbLNmUvNlY{J`b&ekuT;iC{{N?F$CF84YSGS)B=n@cXOC+d6-R1CxZ&Kb`Bk+ z1?n-ZAS*?>iFSj6tSiGxkd;^Vf;6p~MsboBV9oSX!m?roQ`wW_K^3QkStiR>xO0uk zV2Lisq;ZY*xC9(acL(Vjjbh0ki$Ou+im(MaQ6CWY;wB7N*v~VmJ z2}ej{eUMG8ralnXb#ho2_Zu@UG1pkZdrb$+)!|aP-6~hYA{wiLdPSL4K^c`0mdb?< zK}u=ohm;n!!$?4(l^~!2A67!5goK7`c(kz14_P=@k+n0k_}FNH9}FWWO#{ylIZwnC zIZPzGu4b2NuJRCEE&@o{yqs~%1l}W{tzb2~St=9QRRapDSd%!c=Bav`Gw%wvGHD}) zbhX&Zm1UR9pP}<2XJYEPav8}1T{Kyw#bIdtWk7aqbW`wq1=h_E!)pnjtR!u>sa(af zW4Q%c$8=*2KN7njo7CLjU(u`=N6UqZRhk7ZF1&`$PaIGRrw3~-1!c-Q1@iDn9 zB4|HJW#eH9Hbn*ROJ|pIBHL<}jdvl02QH_@!L}b+UaT3C(&p`%V67q`CD_`4+oT37 zD6aOBL}zJlM+(4&s%=eOqt})4D15$P@JXlAdP3>k(s_dBpk^$bL-j(-U{{{}F14&t zx>mMuvT6Z~x9llGm0;?FWl1pra{PH`-`c-kAY6W7P`IOLAaC+~X`zA@@`FXpz-Yyh zZOi5Q%C&TxjRhx!GBhegh?E;+dl$-qM7qmGeIU8@W3n0i>W#`f@v#6ln5GSYYNi}`0})c$v)Ms zPi|i$u!8KRtc6F0h?Cn}*k!;>4mxsa%a?1VZN2So8xG%c3r{Olx$6V{XU3{_anr1T;-K&|vudU+NrHQz3sFTJ%> zgUAqg`&b7KprLwyR**p{oig?ju}6VDJ!B62LnoWm+|$S@6}6M|{Gd+qItydinB_%t zp5Ydc7HBFENai_7nQ7xX$a!H>PHmuCC^_BSz-G#^)w8=G9tt5`3#Sb4YLmig)aZHs)h-Y878o33l~Y{QgKo; z73;_x;--?%BUp!pX#uN>P>*A1zl``d*#zsuFc%g?U=UQI)dE#Nj<6J!Y?Uonu~iUM zydk-HEP9L`Qx#oc=B<~GHHpN7Z7k*`2T@smM8gh%dP;;*%e2>Ou!G%F#TKoc1% zBvI8yI}TI3=lLgDrG(QpwR^tPKE)BCfK67jHAasYih8DY??Bj?oMw`D0tkw2LJI6N zo@3t$fgOm5k|aT|`-{OB+PNkBG3c`cPHQqUl*ONiS+KuM?hMrmB3@}eO(L*2LH;+^ zf+$D_8~WhyasQ;zO094R5erzFg7O`s$QdZnr~IXL1lQ0EgJ+^Xw%^3w4jwm$1Pf?y zU>G5JlvC5FBmUCH_^4L)LRA*Krv>a%jAD^=s9bD~a|KWt!!%u@ny8#n({ct~xIb5_ z`O8s&r=R(wWNnFQq$8W{gXYs!YDKbHtc;6Yvg6q3E+F_y__Dhf_$RZE4?)B-64nRM z4$b_=(ET-fXo!k_qt&j`38lx5`^(gZ9!3uv=%u^;rCcDd0#MriVmKFUXlbCl4JXW* z^D~PcdVcEj?ez=27x1r-o$@UII-P&r{#NnpeE#*#KNG*sUCE$jH#^DE!Tzt;1wvpyhxoyWg6u74A! zUBthB{4?U$ApiR62gI+l`PZcvzL|68_}4vc@#_r!wdNWA)%FqfMjJBNWu-}se;F+mcOzp*E>6na7dH14r?|xi3VHtKQY4NX6 zIZ`;*gyHc|&QqKe?U0hF(Buo@L!~02=TxzSNeND(7$llea!@wFK+YJ*AgjhJ)1XC0 zVlQbFj;LAVE&k%s5`wL<{E78YmQPxdXby?urOQ+)ZxS?@Zt<%4g9))$$6tSeSV}SS z_{*-o{pQ?W6@oVx-{tWa=H)!-s8CV!-+BI!-n1A@J#Os6x%(oeNZrA30X3Brh_qI?)ul?St>Vk zw3U{li3=GSHj|swJY+0KybY9$8IqDaaNhXl2l7LTqJXP?H^Dpmb z#h+J+KTnG+^J!GbBrgE>$jr432QF_YB+T)h(YWRYCX ziOXbiHHl6^3-Qcf1jm&_cM+xON4k2iMEK!SsQ|@N6V^ySgR+Q9#0tEKRlDWC@ehzK zh)6I1e4ZCOR33x!#oaPlNAO^=*!`iAnd1+zDr(lM6)aTw15j}xVUn#MA!b@^ zT`0QpK_o$!L=Tm}LNadC5ybisG1 z6x@r`3a1iH3wTZ^Eae`NZmN6LXKxj_D?73pw@?hqF(G}f_p48O`b1GD33mISQ|G(! z*zOBiqJn48@4bWby$e?m`5ydXA6#~X6o#$GWV5Eb;u7F5!$f>jzysT8a&qWj*kp*7!1Jj153rGN%k? z`OEPN9Xwiu2#D7LF{@Kggx~1xq-?9my<~599B(jU2?l<_!n?(rO-iu+g<^FSn}6gL zj`&NYGlper{GgaxtVm7LtAi(s*2HuTZ#v4Kycy~*gAKv760SX_v+&EYncJesfY4tG z6XB*TqX{7Fo17=&$#Ss)4s9c<(>p?e2DD=yK3IxHJ>I+K-H_e$ zyb*K=6UkMGVF9anT`inmF5oSFbZfa>tVa%*nMvw3&4Up$j5o@j@@_#TnAx6bPImLW zu%E|b2)4noQMHhWq0QwLabtg|`>6a7AJ9VM!il1neFz|mL zk9gNnf3K(ho%xZ7uA~#Zzo2bYV#OgsF`6YqHwC1p~ zc?=Vpqxs;KDFn<^YS?G+_96dM-tAQM4l25iLWK~rjNNh(u_%IOu}Rb5*b;9ya={w} zb~*A&ETlk9?xE-2RaDW{bh(CqUyJKg-mP?xeHW}F!=L9ZR)R0ycoQLCa?6Y7ig*d@ zAh_9rW`Od+1fN!`uuh{t6*EXYMs4H457OlDZE5aOXtLdVG$J&DTCfN zGXIYv(01&V8J7KE=77YV#b3=0aQt>whvHOoXV7eJrZY zTgz20(`RT*-plbkBySluVp)=C2FHD0My{tSMLhDT&VqP1T0IxJRW&r=lLu>+;H5lf z?ON-hD&sFvwQ#m2iUR({o7F0v)D*T8d1cdVK&8OO1Gl4?4MBvayn8^Yzvx=|^BEcq z0`cy-OA-JdH`quqrqRDm!_GGPopeW&pJ2Y8 z#ym^oN)}KU|986;`NC?pe}26{2M(+e z5dfFxbYA+aWnhN>5HXCcse<%)im{yzxam!QAQxSWhG=0*EsgOY22YIv{7aY5L6bcV z;Geq{dmpA}Pk{Zq7ej7&&0r-IdAm|*08oe>N4SbPRSM;J`ilqte6Gh|dH?G7k?TRa**?(Av2#t{rB; zg4V$rUT#S2{|R_GATft`8z_&i!d`UnFWON*wgYde?|4uRac-xkCx+D1T@T)`#&J+U z2b)mvF0e;-6n504$KNpRT2-ZDb#;-9J2k8GHqn@fl@YPxuvn30t~G3?eCf;qR43EV zuY>yw>&G^M8B@ii<(=U`LSBHowDUkP3$EQ1n@yjVXvF^El(!R=`8cg)oZ}h%6NnDD zw3yEy713i@_oHN*u3))v3C2yvdzq#ae(SLvJS&13rv_BG6JCS~3~Vs2N-1riPLci0 zLIJ6jhzposJcOlN3_Cz6aU}gDew+?@z z#%s`<_DEhB=rv*ROkF9S8JhAUvrYekX;l!&#>HlF&&O{=5iS&MnriUpC|5d38T2kk zp{|tR&!Ax6l;AHC71LIN-mTQr5xU%l%ZPV76<@9EImsVsbZ11%y%I#gZy;P-T8>iU z2Br%M54GHLRI#q*9%mYQ(sC~o-Iz8uqE(n7tDj7aFS!5*9xWOxq7|7Yk;e!|&zXB1g+xV!n{HU0Aw8 z5c%&(6-U}Be+gC*cZd^?;L|ijJhbvxz8jDnF^Tem!N!W1&6qH7!rrL}A}Xxy3c)3{ zFA%XbV9hM2KUH3FD<2${yOx*d5z}eF#Yr`g@{|4|C0zUXkz29W!BtRg9|7~DENR!v z7YoIEs8jyg%CXN4vJ0ETxqg~D-+-6Lw4b3D8?~Gf(T`wlK}=!h(^~=NTqBr}%302G z%A&obU`(t0a2_HDPL^81rNa1MvkiaCft}}3-2RT-dhX@=T^n;dRYT%XuN}D{OK$zH zU2u1eoniSRhanJy3*)Ve=x@*&(S}9U+?;AeOtSFXsDDdB{V}T9pL--ZnBZcnleHL8 z?}9aH1!ok!tM1pt5saQZ*4?qgHnJJk+D#Fqa5-$Knj)&H zDtpFx`Ze_a(vDm(+o09Dq3dyZP>He(pIanznoxhSL5sPr?%8viH3_YF_6+6~RI@H! zO9IkN5}r&TAr491PhuWNYq5S$w0lA^7||;^uSR9blNf}J2P-+&Bu3zmCo&pqr1%8$ z7fqX;B*ce?ES>(8b%ri-D3Y?yqsACOByBm1cIb`qjm}~y&372hn9>$A)R9Ay(4kWW zlR9>2%XL`XK3vQpU}7@YqHtB=hO}xp*J2#o$vK?nps#)7d}5=!-Be&OS&ZcKJ z_X-no_-%~EkJ6Lt&#fo>sXw4P*-w?!rsd(lqSOM?1rK>G*^V_QisNL{ag-9))*YWS z^tU_8qtnjkKvdw6d6Pt96_*$!n0}Zrkqu<`mn%&o^@P`?n#d8;=4J}wPvXr7N*=^m zB=}=ziGltL${Ii#0(t}wG)M*RSBhD$Z1pfz&C+Bx!g|95vcotrKsaCz#~0(=6?NQC zj0anK)Z32U`itP_^1hOH8U1A6Tl>AJS`#ng9ru^YTM@r^++R_xN$(S9;!;T8aoLG8 z4E|^)#fZY_`&xl8DlfPlZxQX|_m8JxS=MH!kcN;@NF%S4RdX@#NWw$@KWGluFx@eggPI@puLT~M_UWfIL_ zXiy|oX?gWT7gVJ%%91K!P_~!`meS&6Fh*ZR`s)b>rK8+A?Tj$TrFQJzpsWcDijLbz ztD<96nU=SKiUiYgo=}sw8w||Iw3v<9rUlS-SeV+h{1)}&3cCC@U3LX`SKxFv?zR z?cQGeAGfuB+KVru`Y!Cnzji@Y3VR``N^38E&;?Z~?1iLC*o&>Ey`Z!>8H`avY3)Tv zxpUh2D2VFA1Y~t!FErFfnhOn~%37R)??@zAi$P&6K4!2lBWqzcVp|IU*I{64Yq1`^ z71m;q?$}!J-K?}0L)VIf5T4>41mm?uaR2=VmlBNEpcA6dYbeZuCFnpLkb4S+SwS`H0;0ux7&5XdfrJ?N z_Ylv&46XGo6y^+6)_o`p%T0<lp)j(}dBzw(0<#H)*=jU1t?ivi z1)b2L7YZhI>`*t6EQUCDQ-LA(S7*-*dDe@=jBG+-Hr!P$9>w?1>Fg^b9!9!M!EP?1 zVbFfAZD+j*`3KEGoZh8o73#WHBt7V zhlrN1yRG%pKKv7^@4`O(XBSkZun&@|wDw`)K)jNU5rj0hR8kcg(L!k%+lP*F=P0<( zf~Y>&hvk+|h%ycVGL>aGA7hbV8Lkm?h(9;jmXT#J8?h||0P8R=wPn~wlE;?e61ro{ zz<0CKGMsk% zLPxoC+PNM?^}!mPD6N4&YOp5j2lE7hNo5CKhgK8pz>UHV+-NW?BRgO=V%q^g)nQp` zJMa$b2it+?=#K3G-_1%pu>M;96mP58(H7tX>*2f1QUFxpEbYPKppjUc@L^)KZWF>X zhF$omA!3=&5~UHEnvRHd*B zlB&o^6iUn3E_9STN6GyGi0Xq~SYfM$sA)ooO=TaJpO|PL_6Ym%zYWG^WFO2%Z2JJn zI;=}=AI?H=g?%`i?$|!?U2pawhOkJVLK@>R_Qc#8wY!b|_L$n`8)ThgPc{Z!-V}71 z@6vSHjXkl6@>j?+YSp`D&e8oc1AjRPFQPS*5ARPtqz7l%*aQrEpT(gz@+8GgbS6O) zuha<%kpp2KvzT~B5T8bD&SEt4(e<|j_yzr4ppy>7z6yVL<1BFgqkkU2y9SR&yleTo z6Q_`QH{e#jxp*@_<)i++TljuAU-$6!R=$ql%4djrx8n|nH{K!s?B&#be7%#ecTs{m zXy3b=el76s;iUb1y%$$?hQ4JFgLEm-m%@3p8P9RlyQDfuv6_92gU=(~3W508tJ-Myoff4axHd&iJ_#CsT5 z90Bwa{CQ-`d#U*IGV$jL@#jhYGwAIim|jko|D@w_{x4lFrJq}IX?w@DY{xmvaZbh? zI`p+E5-cvv03t|uYjBy)Yp;}98KOwlg-?q%f$}LF>i%ky%GFf66)Pt{1I4We_<_OT zZtzK8)D4dn3Z3cV@ku|QqdR^Fncf2P_~kK*@Avq%0E*T0uAmFWvUnTe8hl{hupbAki;vt7jpKU;hQlo; z2Y75a+z%0-nT$hpXKZ=IEW|{Px*Y8Ac(JNmvA;ddq1WnLwbr@nec!VGG)BT-DeRIu zQ5{?gOjW?QsOZIrUIs3GinG)Qu2wI2TW7=R3C6g++GTIha8Kj*b8f}nqx38|QT-pl zu<2+D!>U?e2KqPD;e87iDL3I^=@ISwH+L&HJ2r2NIVs)yp4kh3DV=|Q!*%ot%z=Rb zI{#_r3J(MLub70vejg<69$5Zvj0SXN<_DI`c20$9i5%`e9JG60aHf>tygF!id~8TO zNIYft+|H$gfwT{(`YRG?T|X`q4Vv2V3oaNsp{$3HywCH%ra>=%orO=QBI{wCGyWA+ zmK>6&pEJ&iK+iPy$yhYw@*(PtcUMg?4ZJ*_?&4aA9vUhD{ zJ8`bfU_U-05Pkzdj*sTt$R~;3&G~_MlTbd^zj-AALicYL$y!VY=P4IA89F#m@bIPq zdV+)V8dR3j!STLFnpJacRtBz(;*K<={qSv~QLKEMmoYD*d>cxMQ<7=ypzag!`pYj< z#kz0v2-A>eJRINVVbP5l^=*EqUu1W|&Cs_wB6{A3SmdV+o@YKidd-+j?# zV>QGVK)<0O7H|!we)tk)O1C`J!vyHBQV(o`e)tDe)~kM49_k0;Za-%}$=c!1nG;dk zfl}f|qzictXFmTy73ebo-&&5ZdD=QAgwv;(EYjYt>r9BPM~ zsA63^oWnHqq#e!@-I!7Bu)kkqcfrlfwZqm+P3^Gt(&=l5sIsxz;Uy#u`s{*yhpm^I zzQao?(~N0{hf@!1f_8WcmGxCSfHyOy9S$=mqO=30#EnQ7@*HZ1*Hgv1c4#sUJ!yx! z=*Em{hv)i5b{E{tTsv&rZfb{Z+o!J`qRPf zywi2DIoqVPe#~tW3|2?EbM)fdK~%ST(PM?kCj+gO8pPBQ;>9jfmVRJ1d=sVW?XDk# zjsyjo6Ol^K87xdtpuLKwXG2>pRv`rr##lZ)!@Q2VKqcUu~y@JVtAC*5akT3aUtbRyFS#t)i~E}PO};p zL|Bb^2QVEJok?#tUg$R0PqVQV)pubwuJ3}X6lOzGmDX(R>w>BjWtmHwi}O8KiF=(obK3e@ZGGm8ylq`FMWgHe7SH+k<%v}xnS;WITNaUmeym1MQf;5 z?PIYks@6#Py6TX|3)?`p>=#g4uvcuBV znQ@kc%4TUrPSj|Ow;;<`S{B48W?*(DWu3Vh$WpgC&3X(+SdX4&Am_Nv_0x8&L-k$Q zj^Qq-N?|)BRcUR<6YAEdtq@(0H?JNROeXtyBEX%##7j#W+O$V2e?qJGK~nH!Cg1rgF7aY?Nya zHG$}0HqLR(hFw9HwqvE!n3`qSGmyuL_xcRPEovB%R~XWl`4r?aw>iy-Y>Rj!_$4UO z2PmJapzLxoYC*x}ngaDNf}R9W%kQ+j)aYkMpf($^K@Dd14(hj4KN!^SpgRUN-_1%; zZ&ZVOb9D?~I7z>#V3p4j(ktw?g0)&3(jOwu>yUPe8i@XgA$pl3`U7rr8lqp=Z@2I- z+~)e}7JdfRci|R(xeKaNxP_9cv~Ji^eITk2wj@|k za3CCIN*uH*OR{WLq9u_Z$ofNrkr`PMvk}{p0K^U}Q@e-j&|6_i&Z0ZEBz!k3Ey>_S zv2|O$*eJAWjppEn2b=0I_|h9jb`xS>#K z7B|E$Gx$sOqAD8)U0X?pX?Y=y+{~>wY;~K{Ov_GSp+u(&tsW~jNAvYUqku6fHY(+2 zYwDRP?MNtpwaXjT=Rr}&a=nD-)-nI>mS$f~4fRWO7#iF0ch=U!owjNb;WFG)|UKev`Vh!0bp zJcyFiIt1KXJa^6EQj-YQyAfkOx|7B3D)Ud9M4!s}O1WALbp?JxStzov54hh^^EgBd zp==*qiy&6Y)X!0Vg{i`&Q{kVi=DB(WgB#TQJ5d3sJH=34Y{*JRj)vKY?Px%yJB&3P zjfKMM;z;BuO^9!le~3E4^VJX29eWvkH!Ho2^Ki`c;bNne>|mVgEIr9$S^5^M6=}`U za{X9-v{p;-CKf4zjA?4{)KE!ZGQ=$N>FHm&&1pWwl@RkAkV7|ZOM)H;`qj365m{`z z7mzSu6ntl%7QT*ly-TZR=jeN) zy}piCbX(|Tp?Y~8t#gO$b@CgDKz*G&>cFsOH@)aSY`bGG9L;nU2<+Cb;bdNV-$NsJZq?v>!5y3J|A6!~@2&7rnP zYqkH@ZLO1?N@KOZgz6!dKeUFc(`w;2x}Yk>4xywfEw6sq1yw0_2qjfK@twQb)bx}V z=czeHG0oa_=o596JExsL0#V%>U!gakVXY>Y79gEx&d8#|HZn zEOak#JDQEy^Qyjl>vRyk6$^G7=#Hn8e3xc!#VU6u=2psV@Owu3rr>nVhIm0~2F!+h zSxOj$LC>}pR}r(Ltc56NSc_{YZ_J!318cF%ZBDZmQQtg0;lP$2UQ*fTw%1R4aT}`d z!d?`*pelvEkW{6$7qu>^N?|V~RctSKPz^bx)HpeGG{opO0H`5(k48EI{7ULr8-N8ho zaaOp~qt7+uT5~gUzo$>r4d=BdWgTqG@w>!y-Euf34bZ;Vkh;vL8o%u}rx}ksB4*p~ zLWw>A_$0&S3q~x$>vQ;}VEhSCk^tj7#H9P(Mh`QBvDt_XW3bWDgT^Mpl3)TIzf=1q z>IcL4uj!6q%y+XA#usWYZzV$b^k@jjzFgKP_!{q@NO-zl-*<`AI(Cg>25$e|5VOp2 z`)#*54Yzkf%Thj$qDcn9uRa&?2oGz$J z;r24CB1*e`(oz1LcK#I-+XuU`%CH;u3uemiGjOWx#g!ytBH$`2 ztmjT)FTQCYDem|d+`Dl8m>HnM5A%GWi;%< zSvr31n@-9?*q+}6@m;qbZcziaWy+sU!w!1guQC_i<}?#>Z-ndjAWHNB!Y2y|JA)SC z`?(xbV15Z`NdWV`0?Y@EK4t`Fvk@E2U}W!L_NgBX=2y`jgPHGUC73T#LmTm0nX~X` z&*7}HSwh))(?p@wM)EHc({&^}B@H0|sv&im`+{$Co6~@Ne*}=;W^OdU=B z9U7n*|08uQ*bfpai`fK8GhHNFV?{Gk@DpOezUk7cDbPIhO|P+F%T9`CZ45Vhi3RK2 zA=|=zi&&srI4OdLT|1+jUUcuEcI<_tnf@8Q=+>^OSTN>9u#@1?PZbMB_X)--FO1dK ziIoA25{y;9W5Kp03{NkyU^}T^T{fa)!FDAyA1mXRQwY_(`mrg0Vg1;q+CeX70aUVm z7}*7vcc8Th&n96TDh5W5HlM zgQaY|>TAS;ZQ0g27R>B{={fiR(EBFwOBd{f5U{qvTa&U_>F!?lJ>)j0nWQm{t-ZcG zSMwLru2;U&ZLObM`Y%WIp!kO=L%^oGpen`MuB0k0uin-LRVmhXB~>B>%=$blrG=Ko zltIT9CTPM0SE!@hIqg(HRJS<t*FM`xF9ZYY1y136D4?1nfhgA;B<@36)zl*q30K zdkFzE8?mQT0ItKp)GNE6rGD@%@^f^@vq-*6Go@lp`%?}9o1V20u^Umdtv*`|8AT!t zg1Z^`&&2E~Yaz-Rp7PfXQ8SU6fwlN2w>iyPlq0Og(gWKz=C*FkU9vHEX%Cx%KXM!H zr{VZMs_(*ZEIBz|PsVWHOJO)9RcQ^!DP2&N!f;5c*l?JmYe*(#%h-l=ltxDdei=md z-G)dw2U9r?3e#mtFTwC6*pRZYAzwAvmyr!I8?kK&;OsCkwGFwRgpqB?4Rpsg zgzsjh4M`3Pv&@LGp%A(hYGW~S-L6lT#0gbW_QGCnd4QO%+Y+aw0opue50(@%Hzx<& z<}`CsjhJ@djS_tTFl{JAj97#p=U67KDwUuuvdkgTnd*Un6Qn!PAEB>xt1ibd6F5Y~N@|S>~|)MYlN( zwhu+X_8FAu18gZK#~P&w$Qpc7aQ#hCkO0?*1YDmrdX^Df%|>jvf_=Ti^@G$8hUoE(#5VcB+}6_#Z@Po^%k-IhYDjpVhbSV(qaObj5OOxb77gnLW3v$(#$aRbFusiX!7$!IcMM~`>kY;+ zghhrXNM?sIIp!9!-E9OU#MC~`n4BAfF5eV%neWncc}8P$wq81on4GPbMk=O0#^j&{ zsg7nUCZ|9H6r;9M$K;d~DvMheO|b$=w8n~Nq~IrPL_OfrswvQip>KMP$$7+Wq0`!R zFEKftJ7in9JQ1k-suYt05j5=D&vw&`?)RlT_QKIj`$1s0c1^|PFed^F=Fv|TlSB6j z#_C~VtnM?olwhp-9h37mqhWLY&`V6tZ&1CuY(&T8yepyk7{vE*KGSn(EyA-&*ojVv z$@zU$)_qJ4OU$%ma$X{&ga#{}0+W_X?De2Xyxkh~d>$${;Rjmg=1Y3G<6vj>(4 zcY8ilU`B1F_f_JTF4ze%Isa(z)}$;}y1UnXUv`_*OwywmTPG$*^B2-?7ygIaS|{_A zCV=+4s2&vmFl9{6{8Quokr))3Z$5ZsZNn4F6-CJBc5QK54G)?id=d|?pWn4JB@>?ms? z${C*WeUvw5Dix!;dU?I_ZnrtjT09Y9Emj}66wx^R-wQY9wr|W`)BxdTM?-JVEj z2h%!^&(ZCP$e>mwe+4uo*pnxOJ=tflFC%+mHe%ZoK-*zpYJ2j#)DN~Nzejg$Pxx+D z+LPq?9LuB_n+u_Pk+@ITC#&K_jVRk;&q6*$OxNv-Q_=wKXAG&!d?NB^ZgZMxIUX?u z|6`Qs1Au9BA!5WLd_sp`3dUanB?&M-E@1p|qlX#6*lfgxG1%BUjK53$U>JXo?ij{= zH!EQrAD?4E*oe;w1tK;+r%&)TB1jZGZRif1Wb^MPe(xbDwOC0geg8J zYS1EZ>~c(j`F_xn0OqF!n6EMVm=T!GMr<&Hk-dYtLj7PcPtqNOneS#Ln3LmkEG*kD zw8C;yd`_QiuoE?+&}!S^Cy41flAV$UkY8y?UFJZ3x!aru+OTJ>iC`huqn|21hwc-M)w9A_eZt^U zg0bp%e9r3A6Y$%^_tVa#dUe@|j?XzOq4^lZ_Yj|RI$DeHY!Y^*6XJ6QQCau#IV>^L zj?a0mkP;fKbP7yLUQ~RJtaF7i0+75JkI#YajE&FPw!L$Fj@bj#bMF6{Is1rTx?m^7 z=iFuR)}$;}y1UnXceu@ICh7GUTPHq8^B2-?8jicIbuv$BjP*fO4~l=7GCrr(1yw0F zSS3|ydG+!xs7kTHDyb6jIhOsUv^WRNv4shmFu@h-D0fafdq7mTHkYky7@uQn2x}q< zcO)i0=a)c3f?pUtxr_a_xZsH4r;Kt{CoR}SDEkrrPQ~rb@YMEP$KX#kbti@X*ti>4z z5R()9ciG0==8N(FX8hmF=hXh%rK6vAcMuI(<=yAl3Zec_QwN81`8HpC=EyBWl)L>sm7RGGE zwlDy@!@$%Q<^uFqSeOgxjx7w|%}NUsztwLU7-OqHbT(qQ`uk*GjLm3eLF@&XD~Qp$ zbumgAAia{Z#;nt2FcrDnZB8>TzZ@|MzZ50<09e}Uw?-+#BQ*G=;JOzSBshe>Ea1A` z=vhW^H5;+v3ikC5*Mrm#b_hr5j^WC8vl6b!0d^K-jorae7!o)7`vhAj>`TGZhVH|} zbRD`*NdvwwF{CbY-|(p0oCe=ti-2zvCHeqg+8vA-u?Pq|{8BJ}8k8i!_}2uC+eQyF zg0b0%4P&secNo8g`oS>%CAwo6^WCh3afgT<3&%#p4x~cu8P5ce-5?T$RvXFhCBExO zc8eNNexD(EnM3(^-R3kXKNkVzccVlfpiB`vQG*tNWtU?L%%21;31EIsfcdwKK4t`F zvk@E2U}W!L{u}BCgZcl^9fO(gW+j-DBX%q-+csHYIVobNUpCopOQF?9^1l<)btF3x zCPInArzUvLfF@!}1E=ZjjM(mgy%yzdCt`JlEG$VG_2VEWvy3BWJ zx;$eMJ7?T*-B@|Fl^ZNqbCb2PcBPn8AJoK0J65RsA(1W1pq+)X38{7ldkz}8n%JLq zo_{Ac*}S`ODMkvDv-NW$<$vr1T&{4N)0EP?fni(8UP&c%C97Cq=+@iZdOIx&_wuf4 z$8I?2*bV}_)vYROgjo@2QICGAs1dqP@O$1ZxWB{TQbr2XY{b?a7-EMv#?s;Zu|lg5 z^HHPHqh5`=z%Ean?pRmyU2lrRrpaF+aK34@R&5olt>%;(JSp)iLr%-^Do8lqKz^G4 zh|wrrCOBU`5yYA>)8zh4mnnmuk0SnJ)-9XH$G{O|vsI=HA*J9YG<+zr;dv2WfYFRu zwZE`gYd1!VQ-bzg^XJTYWNOg63V(Oc@vi1SZ7GIjg8MaiG~!*$*PZm>2Hb9VY>G^@vfsbuBS_bayIF5GpF204{xGNiwZ6-J$Bq{Q}SWD>_fs+-tClp2VIWf z;c;&_ZjXCMDgRt=5C6D|Qm>}VHT?TpT%Yo8rTfwiBhVGckbA^?7+1*nOYrBBDetA? z&&$N0C&Zs8`Ol#D7yjmW|@ILjFl-<>+*j8Ngqks&y zaJPPr$l-47qFz$BJoZlZQdjSx%iHPlPP(jHfy=pcc@14&OP56}aal^2m(b-gy1b7r zAE3+7DqObG<#TlTE4o~@8kg(o@<(*}Q@UJ6pJLxdmv__YP!&o zWgee&MhB^QeEtf(0`Kvg^YkvQ$FJbh>vHn@y(ZxC+XWO@>2W+Jg?o4$ zB|_VB9`EMSdcVip1hjPM@rom@Jb1idK~ooxXFOzR+0AHsKFgK&wD|LC{DCk$BmO)q z{=8QFd7b$42Jz=j_yb(Lnf}c2-hw~gTXA^=fvS6_ykEgB>iISC=N;O;=$ahVa<%hJJ^5z+}9O?u-bGn9Z9= zM^3_lbhMEE_qY}N+lMF0ty25o@R3^MP_tebEe?;>Mw`RJR16o|ty-a89%e%}JW(Gm zSI3G+hZ@b+l=lQG-VGbn{}{qgV8+iYQI=pY; zBBkc5^qZaji1z)PyOo+9n=jq5lZ2|-o}4T+j_nd+L>B6MW-s;+&z&=80RP6zt^7p2 zIkH@TIEQ2tW}!YJs{<1Ztw}y??GlU%zbX>zPNTyjp@&zw=Op2oR}1E%2MdV zJL<=F;Pb6J9+c9V+o^QYkbJW1!TWRf5AMGoQhWafH86wDA(-b+rzTb0yVxYqJ8d0M zs!y*M$<|Gaat38fXHj~HyFUf3rJb2HisLXlQ*3elCH!j=IG^$^KxN5s_fK*1kwT+7 zb==xjh9wz7R!Yj8tYg|1hH`518N|hZ*J3C3kX-gYcc~1gkyI?}V z*vv%b=6;P&7h-cJ0fC2jKn!soH06zfev@`s)0Faw(3BJP`*r&ay~%d%ezwrl)1V10 z1Ttl7&?X6pp+RLWCP3Ti<){Y@`cP^i2;W?yIg6n|A4O#;HK=zfbvIIXD(=jf?wn*^ z2;F&RwCg0CICH?LSSA|v)l{*rQ9UNG3uO{&)CtkYX=~IMW$Ug6U||KEbz_FU{*{Db z>w?AE>+84mYxHM{zTO|`YkkV1DQ*36vgXE&=6*G$NmAfL>6#3r(^lo5B-znb`BI%$ zQ$2h-y`1%+&p(k`ND}n<7f@NR`uwE87dBWlV@myxnIS@{pBt^z_4%+lc2qbM)&6y= zSXb>IWiq?aJE3a-km%{ORr{qq&iq+rcUy^}ihq*8<}O$gsABJ5gT*U3C;3so*xUyl z+C>$o1a7lf;z(14KOajb%_%ISdatH++8+nYZr|qRk~l_x4Q&<@R((rX2uJ=KiM9MJ zn#5wbu>t99|9>|iDPkos984_X*&X+nj0bC|)((!DWDp=Yp|)NlR&%Y@&*?AeuDDf1 ze_X3}g$--rq#9`0c~-pAi5sLS_R4V%7v(Q=E7m%=I*aA?QxMSMpQYASH@JZ@6Lkc} zxa%cRtL=&8)3WaLKbf&iQN$~~%FM?G$xPJ4^-k7$O9G>2+Kar);Z7^_y_~Faz->+& z(6wNR6(r*ai*|-Q22Tw+oOEmN+?nnV8R*=Z8?c?JtsDFEY4pOu+hZlq-LKNTz41vr zp2%u+{qgi&_g;iHlJul^2Qmm%`6#MSw`}RC%H2U_FXqZTr}qJ8+}?*tqWAZjy?;Zt zy?<^0dvBYAq=n0nmEPOIL_`g+IlMk#Xh%VGTDu!PQdVcso1`GNYJAY!ug*g{FMGTL zcPeJ9Moj0JEl#4JGG+?~Ozul_1}vKZaZu#?mQtC>faS%?(Top0e4fbV(8Dj#9fuzBUFXn4 z4#VJearSmhh?9?#%^^x>$+gzO&K{atmCe{gJ5Nz$!rItNSLVHUzwJAQfK5x3d-2=8 z={Bb+^0T7+HpO<+Z&ObVT>iIPdzOA%=g!!E+v)LR8V;%L&n!0!sf>K5dm^Ue685EU=nWHBdjMa}k zF^-3p6p!>BT2%QiU84QLjsotq_Rm0Ium0d%VtVKg($ByjRJt+IA3RIg&aWHVAca5Z zXT2L^sIsgZGX#2X7XqEI!V=}VYXo~jh9em z-7Nk2AL(u@c!1XDRNRGFajTS@Es9UC6sr?hpbNxwW9|r6>D208u`!9&JX)cfEVLTs zqf}zw%_G+x(^vddK>Ap2yiuE!;qqFv{Jk+fY_xCRcY(z>i`a>`|0OLy$D@?GyPt4&+*Qjqp4uQ9Py z8K(KJZ}NsS_G4`V2EET*iqyP$ z$G+Pe?nlUXdrjbCe#71P9Fara@ObT>HU&N2OQhu>k5`e%W$?(;`02iLO85uWXPy9R z`tZ)_G8GNMe*=eNRq!ApOw zcpkimDjr8ITtsv_m>s8h8FkUMXrfuPUPTR_8UuLL<#W(vPmxM(w_;9XO8o#{>3Vs*4OhSx>MisR)f_P??9UC7;j z?9N&PZ@7xhZ+`m}8|ndyXXE>wuZ1W;e`WrDr)($g{my>8-nl)9NH<4341;IH51FZm zhF1gRzUTSEE~`{EI(2aet5K#pwNU$==V*H*XB>w-Sc7i(v>C4W71#_8a{g z+Abt6e3$fH-BJ<8)eDuMhKl&O`l&>6rW;rP^NF=YZA*r0of1D`Tz!ON;{}5m6<5EA zeGa&T*4)Y05)xwSBb-vpk(+)@y>=XmVU4ushV*YbCtk62A^l+-{Y7rYTBlaRGs*Ut zl!*3w^-i~3GEMJv|Aag%rEnOhhD;RmSehNwd`s+WmX0;cqs@&tOotA{%a0wa7AE<@ z(9jUh8wpM*LCI#iqSw|c6$EI8tID))y!WIl*`AC#gQYM!+Ni+=r$b=44eRt3_MYKekBKa!wML`Z ztkJi*s=y(ejXwAufM6zkaM@0r z58jtER*HegtVy-)fons(a_Bnclh1CTTYN=9))qSLK>l zm^0!H)s3chO4g<3a8fmy`0+na73+R{nF&ral#U-iF8VxOKR$eEVfyEc$u`+(<%sIH z_KWN^-l3!-^ifAe&--xRNvO5tPB9r&TWe`a*=a4Uk;L|6wbsYL6jN(yRhnY{CzLha zqHzz)3m;7_GYMMjbEvG(T1#is%xbLs#w=r|C+JQW73l3PF~h^Q-SQ+Zsl3$S_*oFMW(5wbCi9?l=PWsEnS>Sf|9-nmG!Em*O{)R z&8nGI)Tc6cgrZ(;x|cNhH3yC|#|>N;Kniq)x05Q?)$vJ8Ru}pwTnt_mRL{SulkWH}3?5FS~mF9g{ZK~EFrfS+Jpfldb= zEhgE5t${7jYe{Y)kXPFZ93i367Z;Z5m71F5Sb72L!B20e7K{WF@Hi^#)da||`>MS^ zgHJQ7{~u!32>rjpT4OYajB;k8{GX+Yb>&}Wn!3<4q4GZ@x;0(p-!ccn{VRmEbgp+~IHXik;jY);xfN@>UT2_#*_=(VUR#-se!-8uZ5$(&u%a6k zFc;CGVEsGASyH#^^l5tn!Ips95ePN}HfryQ+203Hw%2_LaJf0DP#J|{w-XJKSa4oy zk?7@hz`1U7nxL$MpxCEU8G96ltQ#ptr`EWw1fv&YSbF)8Tjx&MF9TlHt1PGyc3&1e zQL9?za^8lE%)~PgBgJ6qhV)EL^N!#Js6O39-3es~k3cwwD|6lvTqO5QV)^1^V4eg| z4SrmmEkCZ90e;}4lg2iDEMH_}xcV{BrIt{|`pFLsD+&T1b_d4<7;7<$(5oSL2h-m$g= zn94iW%0+(LEW$euy|{Fzt?t*_G8drZ;~NZZEDy`zbB(5VVutMxD}BYf$WAo$(dTH; z)6JiHah5;jHW#va_t{a-vc}E8OmV+X)KiR3{hixNmd|li6~m+<&gb_^Xj?vK?m=9SyJ3+Q(rHdYw&tnXF$po1mY;Y(jHM29stJ zyU!Mrh)+;mf%}y(i5PUgl=;POqOG)JqcQE@kyGc_+*oKg>HS-rH&Yue(p$I13B>X@ zYYiM3-9*Gby?TI?uZzvr1`VS-?6a?f18{cmS7RrNjRAVSy3rcM2|3p1Xg1`oxI%w* zp;;=_iw7=#z&wxI{~z2>1Iw@J0?SbwMRF%22vN}d>vM$AJ#DlEp_@9vI5XY9xz=vs zMQV(0eTdIAr_pCAI3Q#|b3X(3b*S3fnA7~)p=$nNd;&$^Kks9`2J3#w=upomD@3tw zeKhMF1!EkLV}Acd4oo$yAvyE z=m00xK=R+Ytz|lMcbl_1XV2VM+GDIV+)PftU8*}VDa~~AJE*>Y(@n0-nSP%DbSTa_ zTX{wz`@j6e5R_#X=#JC$RDOz2)+|Bweda-oGVjv!bw$7wT&J~9c3Kw(Q4P)O-GZWQA+Y_yaPAFlUf48HCC zz_2(XoOWyDW+IoppIhjTy&t}twcd}2S5z-ZM}D0|MgJs4Tu#&P35-UH@SijE&`vwN zG6QdC)DXF8>G@u~oxIzerdKbH@OI3YU_(8aNd{&ga@z?;BZF|B&fT*8oMk-DD&$(3 zYS+nG!1+|VW6G^$Hs?@aC#kr?NSsHxGRLJ^D5BG2Sz)I$ zFVsVW8E?s!8E@!6Gh$SAcfL(WVRc%&4?XJDw`mg7L*IseD&Jku7jQZAZHccLB5fLC zZ?i?h++3grSIYL%yn;u66%;-OgRJ zJ)RxigHZ{)>mCJhwu({qcDj>+@e({Wq+@-07N&8M&O`NmbCS;H${Z)jh{cZMNn|GG zi;-gR=E`h&bNLML#)+MX<4i zrj{*l4$S~>77FhmmMwNVb3{EfnDJz`%y_*2%!qM!JJ|b}K;@41!)fhr;V1Mu30Xr- z4<{k?Q%*uWx|hC5_&Mw_6nKm9eE!~WRuWcJop^%%yAa+y)5pi+n>M5LIh!hi5%jNC z7jV`$9XhDa`3?^gY!2aU@M7*S!|VRW8&-BI4E2k{f#OQ7x76ReB+uwflZ(5 zrkhHwRww^?5_{XI8`U(5zze>r(`G98I79JWo(hgV+$fsojQDi+#(_e0EGGgya)n&A zcqDfN&SD%ZvUO8`_ zk&bCJ)}59F!W{oe`R`Cac;V^0bjJ%%e3xe7iN$>;UP>7TAP^Xr0>kHZ!Z51K62c1w z#eu=H5xitQxUM5u6)*sNBIQb_jeB_~d6CLpubpd<)i?6@~m3cmnF!9EguD78{8iv z#_Qk?N*JL2h#_&AgZcw*a~h~`iU9TdP@)f@wrAC9h?2k@a7=;tFF{KJh;I@g{zIdW z8G+br#0D`K**l2;k@~?P{wKO)5cA!v1o1X)pC$#6lihNy&Md(kx%*@T`oCxpbU+)W z3{d~KA%U5L`bTba8mMZB2KzTXIVQ_cqXxV3kJ%a4#|X zml1HyMr`0loUJN987g1VoX%Qzp8CO7`9Zp4;PTz91n!pL4eu1-y)Y5HL5*1gSUW*M z0o4Za5n{g%Vy%n;MI40nm2{ zKsStjW&~)n5gX88X785xjnoeY^qc680nK-_63{QGq%p&1CnCAh$P&WyP`$#ZjosfN zPV3mE%m!$G&ycRnLHk>7a~f#xi~#LBQKAo^U1fomn3iCAiBAfqe+mi`V0x#3>2Df6 z%Lt}sBQ{LIzTRQ_Md}B`^haai|Vq3>q6Otf~5`F?-18@ z$f^PcY`^#9^6#(edq+ zG+;hyNMz>Ly6iTm!Tf;;n2(`EA7F0pC_C&-K)b_11^SnPwgk{WAV5EE^f@EYn~m6@ z2V;8&{m)ZB81%2EI|e=9%}UU3sf^{16w4E(G*O<(%U(f^Spt1Y*ouO&4e_@V`*nzG zWejjXXGmV=;Qm#&ISt$oMu7XRDA5OS+sj@W3lm_iaZLgG{h%iS&<_eg|1YDT83EdC z#0E5&**l;=Mg3qvf12(X(0n&50ljUsRvb?c>BJ4IA+63VL4Bg$j)JZY>wly{&|z(q zGJyRxLjp4g_E+8JG+>WL0Q+xIq7T5fcb5$|CP3TZoC5a`K~n;_M+Lb5-so#a;5Hkv z!3~D?4(@@A6u3{MI|eu3%}Q`@2@Y)O+a^^|W0t^P61JkCYs30nV!sY+t&9Qc^C{!Z z&A4-Ja~i0}BS3uyO7sELwzbw+m;h;wYYNaW1U(6W9v6UKXY?~8K%0%&fCe*r2lS29 z54P4f(H#St?`9>SH{QDM`V>$$5B#xSrW`_DS%UZks$W6WhHsvjt;3gd8^A3X5|+6& ze!y)`18zA2xcgC}55Qe*EtN6b5+KW*QebU?h6J#d1z7Jh`j!z`%|>jnf`Pq*^$F?+ zgY^}3$6)2VSqawd^+KzZA1xI}5Al2PDS(^2KxWmOC5TtpZ7I;&fPNzlhz@9{qyg?X z8xom0xL@x!r-8c?0q$o}q7UG<7swoTCIH>xpaT7SKwARnD+2VdHTs+p=*>oK(1WqP zgZ{(R4+i~5=#D|pce4`om+%PVlOgR&3!e;0+PX60IyWTc9MUVz67EZlh7_J{tbdWl zLC3mT%mDgd8&a4#(4Tjk(|}%!0Q#S!L?3{DhGoS~Mkb)#s2>dR|E4>JIN!}mh;KQFx8Cz~GENG7C$E7AHD(F!C1EQHy*9E> zeu0H-t&9QdQz_%j&8pYB&1tZ1M8J9lO7sEN_N-cCVFIQ#t|>sj0Q4jPx*-6)%IIfC zfHoVk0S#vM4(Q9N9}MW7bjN_^yIBe7tvsr<3YrGd>k}<@SY?)w9?+VRm>%?OQ17E5 z(9N}8%0Ts9hWKS}tnYA}(@@=p_}fSN&L62&i)v9}F!gb}<8Fh&Va(23Ao2@VDURDc zi0VP~4;PwW5u1C3qF9_NjNb;=TU}7Ka1p7ugs)fp07M9#BB@GyH1W&3pejAD_}oP? zss>Mp=s5clqn;wU;T&IoVZfJ;(&x0Z2SoM3rkrNEiaLf9jEat0WmSF&6eU=dwvd1k zgP9pw6|)iBssPLmJ5!&A^=|41Tb1|F9a|N?o0V4O5=;VHg+?oFa8&Y4P_Hyg%d*sH zDAu-ooCZR-EoM0b)1NTJFmvnj$8K|)b$K|#y3D;;DeCm5<*(h=`e|C8NA+EpmVfDj zsuZS0QkB-Ue7_5-QkWJ=6`K|esUd@uma$#wD0hw`{4j{>gI%$gAWQ@&SQZnr%C?-e zG10a>ENsh14Tff9Tg*mm+X5&%EKO}&EUYcfcAlrv`X`Kx4C{Am_4Yz z3j_0_E~rXjU?f#(c~$9xsuTuBQpE;_#?+8PN{o}j7&Vo4=F(B}oOUh+QGKv5XIe8C z3&ja0#=@<#F+T&k66P!&UG zFskpumi$E*RHd*blB%?}r+KvV|yL%}fVke5X&ld>Nz(2`(3 zjtl#7uEEBP?1$NiZ9f2Ehmoo6#}m{Ko`1Z8?%00t-K?}9Tllr4lolj8%qFNYOB=Ez zY$eu;ypi~?TM@00VMpFw>Bjc0^JYZAU0EV>{AO@*MT|EQsoZ9kC<4H1sCSL^QlATkMY1+(aXj(NK{<$0fjHmCQ$moSRGtxiUTUyC zBc)*YZShll^SK|M6s2}w@>rpL#TOv!)y8q zW^>{`Y*gJ@>YJ0J8VrHygp~SgqY9YXC_0OwobEToHgo58zuTOqoPJ>@lv76%91QIP z(S1-(=UK`rdi)X`p6KCJs_TMjR1bMd&}6?LG}&Fo7-gi%%tmZY20?H}A)O}sS?UC9 zGN0~PlkwfG)MP`&qxD*&HGSQce4whRElX{+SP`rgj;o&*N-B&wwt8sjpkFZrE^{69 zR<}7#2fc14bWleU9O-`}i0*?9vX6FEW0atE)Q~AXV;?ISNJ4^Ud7aQKZ#Foek!CR) zu{8^Z*WqnC&GLEb1Z$SRq&wCud^amK%f?ErFgAU?a!#U8M0I7URZe7L$I7Fvd@v(% z70Y}k!%!>Yk)c%n&5*UsmCD!M<}{`9#t5adfcvTRr?&^QrwxxyJu)@uO=1q^TgiKq zlX=ZZ7BSc`e;6{FZWGLV5!y<8vE`0nrZ)%GN4)tb5H-DhjNL(HKL!uGt;~BnsyQxI zP&gCqI4q7b_(u@Y2SvNa^2UVBCa75CJJX8g?i+MvtV z1zqO5G+q9?b3vo=m3h0%{))-kSi4f(G+L{+iq%$gO3Aw9g36H7GQ0}<2vM_7^B=*O z(q(e4kW1pq87@}_y(WtI%h=9rnyB+%u*J|AGI>ZP7rX=#_9l`rFP%d17dC6{#wgxz z9H(k`&7U)eH1bvWyL*mzHUDW#*(lRe*EM)F;$6$vo%G-a+)6!uGe2$P>4%F)> z<=ukxQq8*$KfD8Uxt}f%(B(zJvpn5BNS6X#4$@^W6};OU#r;TWV8k24P3abI7an_8 z(xpf#-Z)<;_*&v?nXevS5An5vt6<|E+MU%-dv|7; znUySqxxtnhLV)E6_YEe%$Cm>>j*x%>b2))P0CR)@34|jdTpxtacsSk)Uk}H3n7ssH>ptKD6^#+Q4OI`#Bt8*-r+@+&4zXbQ9PvK>4w%K4HAAK*(^^nzfaOo$ zFLd_=AgufC`8JaVv9NAUAv>&FE3uc@t(du+-(XkgTmT=Rz>i1Rw?D#f_^}JU<{*Cj z6MlRfKR$L5e0&N&=Hh*ai}2$b{9re*KLx+B>zVO#*7!sCfj2tF>>^0K7A|JD$>F_H zF}scmFRO{!9XELYMa-_vz!Lf~tGtg@wqsVD8%y%WtdcL*@QhjMPb~ZwvwDG8Ni1ds z$gu2C%&HY(U6PoUGr>{@F{^-p2T)^nZWWIV#q6XJZtafQj&R(V7qk6*xWyu7J2P;R zEM{wKILpl^$8kz2W;0Qk*u^X#MC1`8V3~?rFg&1qFW~=sA^Z;p`NjNyFX8`t8UNp( z^8dY(|L@iCKhXEr;Qx+_Ukm?>Uk@Mm!uI%ErsFrmSD^D&{=Wy|f7|1?^MAa9{UgPR zFzOeAX2mglSoQBojt9N*0s5r1fP45vaXC=setmh9Szr;O~Ua@@o!A_i$V4u zq8cWh;zOmPxC@bD^Cw}AB^&%+``E%Xt=Ef=nV)|oRo7rzw;GtV~(x2_I@nKHi52--Y} zpv^>(trJzynf%p;JuN*>Az%phytWB2c;8eLkTA&-dXxub3^$viP8;qBdu}ud$Cu#W zQtbIJo#X!aKY&L3Blr-x__y)jETmi7Z*A*DhX&SOI&d|juEx~FM5%sg15aUavg4<; zC#_?8;J*Xq`o3DD+|!ee#4qV<5^Vq0@t`-JyP)&jXz_4u{9t9IIX1nuM~G<-kmX_; zfgyn&6x_}(S39S<`g6A9L2rDX<4HUX&QHl3TPp@84-M4z#REe^^wHI-Tk98p-7vH# z8Ij(2B_-bK%}OI75wD>X;s;R2)vfT0M7#7@eakeDc6QerUj=Qo=1v}(ZY`WVv>*7S_w7kjGE67}Hw9{xyO7MB|qNvDPB^L-WvNdAcG#&PO^DZ0LJK_^pgww$}opz^)Lk!4^FCBgk*2p6sS;8z>dFohMr5Qp?PY3M0= z+4(NC=}Sw;*7Hv7^-{5wN;Gy6|0HF}5)I=$&;ZjxYl2&nNJ0bCtse5sli*rVjfMfT zPpd7u4je^8$2I9+iP`=fd)5tL`V*6|(xKxZkaic;SlaK{c(TE;`j*a(^u=JfM!%qYwmD~jzL(v&dg;=Ei)n8UqQ2p4XcbG((d-?EkHNmEg4hQi ztYEK1r3iPOMh9W_J9_e6Wmu=UTuLuO#Duk)T|#agY^Fb=u=BHJJn{A&^q&&2*07Z2rJ-3M^QR1kX_wB+7) zV1q0U!R8omi3Y!tcX%ZlM4S$$ZPIJWXbQn} zJV+kpMuZ5SvLnJ}+t~i{=(=QoIgJkbQ(_HIEY=$27Qow0!U{T!po4|)=Q|Y+4z!|V zQKz?3jrg*vxDJ@%vIbPSurDRpmRl{INMmPw7Br`)8gR6j&PlBt^l27l=!Bx1d_^xO^tV9=)YZpKWiGhY4$vc?Z+L6&t1DHx;4V+d) zO|H5%|1ERjIh$U55WazDs^brsEwbZq>=FL+xzq7f@<@P>2>;Dy<>WSu^SSv?5y^nQ z9fWsnE-;{^jc8RK`l5{(oS4U(#DZ!sU-6zlQfihQ>)m5di@$|kV8`6Pjo;WYH}0^iMc@*7EnZ~kLpq|yFi%)j(XV~6ihGZ@ytDM+{Ku7hQeAePH^-^)zUf9+!!8gRQ3h z$26SLB8y4{aF8d&(O;COQ~5zh`%dXa!j2(!B`rZew>}@=OCHDiv32^Cg+2Z!B8;oU zg%NUS{YoGomJ1ueK543kdsLGm1B>TSb`6;1Is4UCpYjoN6hUZf>_%%p1!vwV!t2GckO&X|nIJs; z?m>7LaV_{ci6|a~*V`q;vl3m|U{bG=r|kU-)QHkOMUcp!L*{msxB3|sYuS_+dDJx^ zrKhDrjDjig+prlm@3j>QdAo-fXZD^y0KLU*PJs)(Fxom^>+s&;510+6z|7IVkfis$ zKpvP5O?p3>gR6j~S8x@IJHM2Js{q_7xZ=^D-6l<(I6iivUc*y`I9Ul++iIWD&g+4x zydE)Tt`O7S*72rekUo+E$D{&~CJYp>|01~%>3(2j|CCXsdZfJEs6s1w@GB)Cj>-#1uqp0fO6S5+7n{ z-xD8J@%V5W5nY$!18qc)4`8;2@PgyRJ=hNxAD)cgSbSjLW@UWngFOapTxBK33M=P8 z(uuV6y{N)yzS5u2$(l|`Z;5CAvab?KhGCOfqc0jQjgRju4d1mM;aXpW^V)cliv3fW zW7TKE7N`7@z#{)lfZsIHO*(h#faskBmp?I^lj7P672S+N`RBJ6MlwOsYs?7E#~&w; z&DkLGltW|oCnBM@n=HTNsH0#a0{&|osRGJ6z6IJTY=-O&jF=&hV~9>Af-&dG7ANl| zukg7t`DY@bkC+lFQZOIleF>c}`)m%b0_MvESNePz$(Y3qqnU2~Qx4ubpEKhuJK{jL zU@hlhT^dH*RH8l>4NKljUJ)9W{+VdlFLKB$!1R8aPs0{m=7vNL-x&vJnBXd(hMky$ zx6U<;vs|c#Idb2wgoCxMa{7?ZdjixLwVAAz1*0rRY#yaRMf1oN6G$m44nNvH;l4BHYUr% zmC;IhB*H&OBekenYewa}VXu2%G}S1xmy#I6si(iCe}>pkq+K5Wks9dkt z>gn$i&k_v##; z#I^xb(RJg{BOL@!2W~=h zZVUCF6tK+^TDFIhfec9g&eJ(H4ihCnskqIfPsR}pomkAjdGw&!oRrqqs~|GzsjP9Z zg=DnGQ{uJ`o2|7=N;*kw+jmai+;N;f!g7H1{T&O~tI2aCkJTQtL{|Kbh~%~5A_>{z z@k$^c=CnOa@-Jh=j0AQGo1a0Gc1pwY3X_QPcOsSdc2_EYQM^>X7{Wo zL^UWnn;9hr^))gUnWhx2s_OxaqV&z9q@^(5V*o~~LOO7Q@MIVQ0ZxmPGePe4)t@4} z3^M)L3{|GBMm*wJ&c$ zTDJK*HE?}&au=j!j^uv|(&jHn%LMp`U66Lcp@k;!-6?e?- zz>nXeQU3})WVu@W>0$P>!|W%A+3Sbdt4aY|Mx2=#8cpT`w)k=qh^-#feFKFIprU{+ zHE;-^teYE=9o9`&F@trJotDII#w`88gDLUd_<dz z|AzP>M%Zy=OXH$PfqtF?$2f{8je9cRVxm=qPf;p^ppJJ)^t=)kjXAn?_>JtOaZM_F zrd#BJ%*#x|t<52YPPMM_>hCjBHTP_Oj#J#x(62Ev-8zduUu7QxTjp*NMw%T4oV-=9 zY9P6(`hX1Y9p)&c4R*zj&AqwaA3Cd2pH5}xT9eOy?H9~e)oArhTU|4J10 zep9cCQP}60gq02*53aepH4-iDw{9=Q9}cX$Bx@a^ldz7^O(nb*Zqp&yc~lv0%<_7P zZ)IlG{VG7Boo-eEdTd&nhmJr}1W0pP{q!ww`NV5FB%R_0y=?R&Xf^7F(PJrB^lZ-G zn>NfP&0marxS#+1qrk+52`=A(>q}dLZv0wkpj(9( z{iq2+Mt0P6+z!}`S=wKA)Y&l~6C8Er6>byGVQxxZXA)L$)alU0?iAWtO#_cnoAI%OHk7ED0B#wxk_Tt5QWostE+eH{ut7BK7~=2ESIV*$vk zIl)V(a_Kb&h69kNz@A|8s%R@*UTl;sIK>{ZQ-s83R$MO;6Fg|PoobOoPMs7nXx~+R zy<5j}*@513@^mf#Nz(RR(^tEfq_&m}oMpE*zLPvQR=J^Of%24%I{y^_ytGkDz4P6 zqxYABfhFfDwcxGgN8}KGuiZb>Pzwk0C#>gZzCe0Sr@I3p`#hwdxJ%8g#^1*_)SQ{U zO-$y89yXkzA;16pH?uh<3Z8B8FyDq>01|9(eHR z@!4FD|CRL3qsQU-p4{a~8{x~r(xO0shK-ZO`YflRmt6^3!&d8$!*6W0o_%Y-TF+K) zSYFE1o2=n<35{P;ZRW7u<(X`^+U%z3&IR&`b?TP893`(>F1}0*cLlzYdQIv-x?s2$ zn$0PO8(9oDf?pJ1xW{XTi$Y7IjcKUd;vG-LDIu6nKNxfH)jxI=jMDE z`@zil0sO|ynSGm;=6rcxYhIbjn!9ey3xqlfd)347>v0HFTNdvVQ+^}Sysn$_Yt7~q zQ-<>{1`2ou{GtF;K1nm>_LeN9l^F7SfDex$i;8ToBK_-@czB(+-%jyy1Y?*#=M6A>6IdNJ^0`@00Mk@L)CGGY8w1KR_ zS!#7yS&21iOTD|GiUb_M9Ij2kG05`Zc&*V`zq39C#U-j!6O)J5Z^0Vpp3)LaQc`KS zXH!th--#>uXQI1ZcLiTFo0CG@x&mxRpOw5YlSGovnlqMjb|ue@=}P4hlM(!z$mai= z%(k114w5?W55lBWo{t? z=mGNG7Qpd_B_--$7CbmweK&cH7d@blh>$Mou8_`WLW)C6Yh0RxtAN4>f-9r&0lF$G zx%uo*L}D9r@YZ?Z1J1Go?pn8E$Z2eW0ot0|QpHIpVlee=0edTX&J|4jjmT+t4mkys z)ObQZ&8ptGJ0g3P4$TbhI*Dft{cY zybqEcA7qF#N)RX1yckKqTZG`P2TEJ8VqmGrD67UZv=AQT^(%JOOZZW2BYVn3H@%TpJyfw^|A?)zUZDcU_pcX>y;5trnxxz6}2n* zXQK7r2-o^fYCU|_Y)-0#wTK}k3NXvB_C4vBnNwj&WM@$F&XLgT;&IgmGba zg>hc-!f<$eYqXNNlmnu+wOFIIFM>)I08vlXkfn5Mp2b_~;y9i+LjYh=^_4>_?H{ z>Q8`tm~W5~P{REd#WPppqO5wQb^l z44)M_NJc#bYh8aUYlTeW;q)G#+T*=2aTnIX#W_Jacc{(#6-Sns`VUDzGsO)na`((L ziOO!@BQ1q_MFTO>;n5Kj#2-T|$+qFP^Gx%uN)Xe0{KgOy`!;(KQ~7SZZ83b7DH~$q z)UzU{G=>K3{9l}OAPHl}B}=V^f{VndbEhr-NYwgl9JR1D=}zF#>1J~Z9JE8H0R&XWgJly-*R~yX?)$8(Y|!NRvHQSGb=Lf zrb61?^fF5s^Xyj9)BsIKGoP`M*e7!{{7=Nmj1t|;6gxX{GW*Qt6eqLM;$-OErbgzV zJ=P(z_Lxb*cKPX3OukYTH1=!?C>pQ<;cg%wh885IHFBtC2gDozx$UqR&S5VwQGnw; zQJa$FI_q(}T!j;-tK(~C7?u*fa7}iJf3B_g(mn zxm@Vx7FE%v1Ys%JUAiDF?*a?ka%k+51HbPwYpWH1FySs(O?yc;uGA9T7XwsS~R z)(5>kFBh^tD0gomT)69lUhQQkYkklwy;N+_&6sGD^+7F>HNFBG=vIAD3o6o(ME3fi z%eK`0K(efHlNZ7_(Ro6sv*a0qN>!Wxq1fKQl!^e`=1E>`iD<&|iCqxil)E zC@Au3&Y<~Xi(&P$DCmz&UKJ%h0hILmg#eXtdFQXsT_ zx3vNstpyy+wFP)*=jllPa(3-IqHpV4rrBCDWac(LQrS;mYa$QXXq%<|E(w=K$T{=X zK)$ebri&RdW5rD^k*144ea0kUlt|m!T>(691_ZE>d*nn*j9r}ib0&!7kHo}>yDN;r z;)M}{^`wt=tU9)}RHL=;gKtizYctkHeI~kdwKnRxD0H^M$R6Q8liH~GU1SJyTb-QC zIe{njKO_MH;(@z1s(uFavW=xixiJu>Nwyt`&_&UqMALftVemzQ2u-8!!)`f1TfCA^ zbhP^OF%ats{tK~DHNnqTRh<~Yi#?1xut5j;{|j)4%`!}4N#B+r$ZJ8)#}s=Bn+=$N zv$xantAUt5|3AzgA1u|Y(}&}2n5Q$PyBWVRMce`3GS;FOnwe(%3Mx5?YbNSI7!ERW zY^m*n=CjH0bPb|kHaarcJOoFc9Tj|)X%ABH*RdleFx2^6DhDd|s$F?@TBg`# z6ra4o3ky!=V{5;4vzK4N^#Y_Q0P@nImJBVv3$2Uh_RLvR%u zF}|6DtAL0hxN=1deB9-T(N_BmC-`T;Q~?n~W)|FN(>ca8Y^2ti#E#!X%bwVA9*-UG zBtq*_?4XV4u>*|O5Lc0&`Nf*e3RQpKNFD|LDtsxgQ zAC+9wki-UU=`LQ5@>k2E6sL2)*l$G*6I_3wK`VW zY;Tane%IQUWE6An*IMW%1YD-Kl~}EA(IYq@szn>WB&I!zug{!m?=zcIOdCpS8uJ!= z;THv%_Q~9|4Jn#7ZpbS!_Cvsl$Jj;P-9ggBE*U#*L^t-fl}WSA{vF1CFk^oJzcFKH z-)5z;uibX*=1>E_u)To;)ovQ~Jfxo(t8U1zN3pAh%-$x(`$nQ`T~Fs;Yc{7CZ=c0@ zUje@;z<8H%<7Lt^4VK9zG1B)yiykBG<3RdVq$gc6Qrd`aq#&-&f%M0*AIwM}#&66> z*|%9~q?f04#oYxLl<*p*ch@+ox+w3qxwyuHrlsco_qn)+Xl>Wc{cC1(QfOOOgVpH! z=Z@sXH72udXMO_eHv9z0Tl`zdlBcYF_aBUyxu34Hi)$VW4j>H3g={G70rK4zzzkem z(_JB*&x90yaZL`c0}4WF z*6ynz>z$TsYL3@_W~+22HxsVr0Q^xBu6+Pp-#ObqUaL(;wF5ArQyL$S*yShDFz%-9 ziz=hht_b${Tpssxg<@m*g{0;k4d)mx*Y22*%&5|GfL^K<l&i^-)lHyAN98`{CP=Jkj2~i|)RSQ|`(AuSR~*AMJ!cp+q8B4H7ONDpl9ZaI%(( zYXmN3tJkLXkM)e=RU+_SWpuP$hg;gpTK(!-!xb^Q<=2K!0R#e+EBJu^5orkqR7Yvg z@Z52i{erumP0i%0yhi1oGP{5f#;?&VPe#3L_{%V6wP;^CDn(P(3REVah#D}UW(Qw_Ym^ybj>el9Q`WC{A7q=uIs*F*4qVRxMa`do&mC{htokepbrQ2tXBo@La{KAy&JzVkj=i$ zT9AF2ybUVL!dyDnzp_25PAGR9M$g10fz5Dz?_>}Eq}iN;l5J&|kH95?5133AiJqSe zM1wAStl{l8;{?yr84#=5T0v<ww#HI}K5By5NK5>~1LLBo3!Ch;j z^~pWWy|=B=VC9iufEdTOi0rz8BR6rl^bOKdnEy235*>0KE_GfI{lAb|2A6(?-xyqC z-)1dbx+J+KBnT|E-_qDGZYSyD9^*pqx;b$pj91t)b|-jfnc19zhi;!Wr*WowjOxU+v⋘$4z8>y!Em6o^o-tTs7>aep7C~t9ch;zpLUsj3+XZ| zgGY{j>rAzliL%kk)d?i)PF~1(w}QWJB9s->8R(7A#M7L-6svx>!Ya1E%(!8}TesDF z&jLFYPko!>Y;xbTz?KjH=bnZ9_bf00{$by)P^ z%w9Rn9xL}Mupcu6LzBsTuL8cD#44+6bKk2Vm&L`s3e>zIny_xL;;h(>m^mD*3>LG3 zVpu06X5~fjBzVjYkmCuzm>mqnBSSGeX@n;XVseFER+BfEiy>4M3=5g_$yQFX_Fm|=bxK|<2T~pX6UK}OZ%-`JJ+XywO3}nA>sXaL&CPH z@n+?w(xGyFN4Y*+o@~}@)t;W)OV!Hwcqy8|rvOUeaRdbh#Pg_Ho~oC|;eXA8wfbF+ zh-*=QPtSGRx3AmO)3ftnZB@Dl3SI}TZH@H1Xx@K!W;1ivW3po+{^fj9{x;o^693lmpttCY7J7uIkQXg{0kjBwV%INp5bd}w zbm)!GhI)RsD&xcoYAHz+652HarE0>^j`CDeNkv ztmm3Z*2gV}I?4Mle!z#m0Ec~X>P%TIwt8sx#Osn*W~Y*>lkRkHMWs-k?gG{>^|H5x zYfcAV_VK}k?eVgMKrGP9#;0O;vEc6Zm=)VS&Ei$Ll!SMfNjJKUNr&ZGnj6I@F8j`* z_o;oyPeQ`#Ejl+c9zx=v;YJ_FyOG(A_J^U>RNtBV4E-^2o6q)$HHQdNvCe?od`3~@ zltX>G;Wn>G9iEblSe>Wx-0MOw&qpy;FWsH~87hnFPM0d2P^bFNaJ}llsXiF23LdBW zULe+~Q$5GxR8?6W0oVFwCL^0`#V1{Ht)E1~s%w1%;~|G%kx1vYyc=0vtIWoOm)4js zW7T^fEsE_~=V_D~4XdY7o@ewl$}ieebb6ZKqUI1!qtK=2}tSBBov>S+Z zig;)hc|HwmO6&-DqZ^o{Y~Bc;xJE38{YY;#frM4uvxV`{5$?H;cVkAq(Y-~nokNy4CKGZB&>AmBv?)B?!EPv_6wOrS$BEX#n@-zN~hTSJvfZp#c^B)$4kv} zwb?sas+T4P_tz^UebMCDp+;pGN==mHGU za&9c2jjO6(=03RVtE!?M*Q#m}i>ilG=;Ru3D?W3*3@|O)!&PJt(~&)?lE61bOZKEk z2YQWL_;wV{Q|eLliLBqDt*hYfG*`zc#ye_ru=D94*Zd7rw-D6e!FWBudZ!qV79ivp z&ndXBKs~!NOBP{&$?cQHkMr9*EIPLMV^?6&18C4X?OCWaDjNKG@VE+D%2}|V@SbKx zgRSd|bj?h@g-|4seNDJ=`69c7@dwA5ji%?BWdUPxT~qr7S$aV-xNAzZj| z?LT_i$%<<~=cN*eYb}r{P6yM5YnP0sU{Xi6*t$?fgT8p5=^$O$|d#8KjQ=v3dYn^S!Q`F0H z5jb-Q$gnX|>F4-xkVTgj)2+;#er%gXEj>*)Pz79PdeFu=96Ez7iGx^?1A*{xlik<4 zetDy^f1*|yS>6}Hp-U_iF~~OBuE$H@90&mvFN7k?DU)vWQD2-2*;j27l z*=t-ox^DN?7c|RvHwU8SOnl2X^hH;XlpDjq&wehufhc_?TE1Ze>?-DfN8Fmcfc=h! zz!#c|A;lGXvCf}*h`BILz{NVqtC`uVf%zqKkD7B7{s&zr25)52@*2+Pn@lUFaSoWq z^;(g!6HTqvs^nPTAeR14v(;4Y4pH^SJAsk-Huxx8qoC2r$Km@d({0~Ly&#%>uOdOv z_E$(ZKai)J`7iTr-%Y)6GgQp!vPnxLyycf8`wtEm-@D z99#tytQB181#6e2v5SgM`8$!_f-T@t0;l3SFI>x+55c@S6wVCYiAYR^JBGZRyvMap zdq%`}P7d(})Ji@B$V0peRlU9(Tm`6};7V6Laz!o|o#lSjfgHSbu5g^?8B#cj3ll~1 zC>(n^c~4U~{){NxtvSROpl~R=qEuR((1LR{>fjxUy)~8Y(f+sx>r`e>4YY zoof|mxKORiN6b+}tZhPQw01w>@MI#fH=bAsc()24j*R;)bK&`^xW(;3_y#*q>-dAe zMl8>+>tc`apU<6+r;95~-t#5=uhTd}?xxA<{DUtNt`rm;!c z>A}|>>^Nsju37*SkaH&wO}7?K9$JN`5$%I0hGR9n&ZWN)S_{i>J&SNB0Wtp~++p_k zV5wf6J{)gDE|}KbjNh0hu`@e{fb_*SWzs6*{lG!=&zI@bWP+w#N0FK-X#Scg256?P ze|b;#5pBpzghY_OaHX+Mt9gWS0T;9(lu6iP(t=vrkMYTy@4uDbH2?v$&hww71iVioYq^n8&(Z)kiE`78FwFn~4 zOFCCFgtfV+8s(Axo+!GtTo%u<&5_D*b0~sx+)?R3sWM*LHx8B8p&7vznKzKUK?enI zP^o~ib^})GNIQiU9K}yz)dV)&tWL^SLrM7lXmbU2+0>&o5j4AMEiwle#MBNVf56}> zcrd{B;fz-5AU+T$P*}mm#h$}&_zN(x4bM64lHRjKRrX$vu|7Vf`u=iLRNfw~*Ctkj91f0Epx&h+1#D5! zXTx#}TZutd_Lav<2Pz<%;jvP6f4LFuI}{C+n$7yaP{I&ft{KA7ETXGXv;}pu+yn&x z#jGk~K~1Yw`=SOa4dsCe1$ao}GdG*1`=-Xn%T1pb5iVj0ig6H%_fJs!YTa0zX{Eer zUOyg2(@z$gn7uCqd#hFVYrHJecu5JinbD4m^;u)7&nm+=a8a!Jxlu2L9r(}%I}8+b zobIsFzUkoSsYq4@KWyljm!s`J-P3;Yu;(dE6b`!9$moGR4*;gi58x5k&8vgC zaz*s5r@uH;z@S3+4Z4vnv@hjk!%~9XQn0{<2nJCvSjgSONW??%KLud4UNmz7Fl+cr ztwD1gvzgc4xS|R6XjQOjmzei(tTz26j#XIdVzo6f^wM*^n-9I+bKyf*tA^+5;hqZt zQracmXMF+*sy=HTyiN`0Q=T>*UZsPbk{@T?chI#;(BrMX0K|&$R!k@!Kee1&tvYm% zQ85pCtjwU4Nu#3Y&R33y2kA)KW5Gqk6J64W#1r zS#3dJL-?F`1Y3;gZCkMMbD7w&JW3{ZT}*5JN$o03gFPv20a;#RS?0xU^_iE4WJU)p z#~aKf?`n(3Z0M+RZV9)2Yv2`%B%#YjX6BBh3m>{Xjtjb=qNV-Pq025LNT3V6PJ6n? z)20Jrbl~OgVBL4nwMx(fT}FXe5ngT{3dQ5#R&eN|4&Ch>y09rLL@ou*S<#{KsY5{? zQgm$t8DgY#?2=mREZ@)4U$I=s|0)sa>$)${J}%H#6(!IRm2WNN zlZVr-Ija)W-UZsN&(VuP7y7R$Z0ov0gC!fH(_AE}>3`5OJVqo~s!T?w3ZaLBk0V9Z z_$)ilKH+KAVG$j~f{z9(h9?&M0}v}B7I3L}fly?rQOK&6tbM5`IS4O|B+tX#h}EInG=x;t`~}z zysP1Q_LSP*Z^AvC4@XE`|4YRm7>g#2NAH?;~K3S6q|jc?!n z<(=uyBG`X~i@jMlAgwD>c^*rZXFg+u)@9GO14$E5mfi;$JbJJKilxO1$`F3u%#I2(18Z%R?l})IIaFEx-O(jZHbdl?Mx{` zt^S@Owc>uN6$My57f_hh&*{%Tv^fyEZ3aVV>CYGxapY@0G^3;b5Vqp?L#wShD}Bkf zSo^;{?{xf5OyJY)cDc59USpX95NutIk5Z5n24IA045SRwZISd+EWW#GKI{?GH#BbG znMrkOV)9V`WW6@ho9xnJ8n_}_zn*Vh> zprHPa&0buQlQn7zf8UvN35+*F>y#w2i`jcj+ zZG|~3eNQVM1Qh02oHmk7Uq{`OBXD$b;qqd$IXU)Q zudw*qdGL$8M^X660X&V;I@>>1@}Nq~UeKW>js`#V)gFJAeD4vC7Cu8Ftc&jnHE6cMANtr_M`-=*dN-8=3UP z2QX|NMikk+fV2bxy9#2d5~tF&sQ9st2fguT`lL0V-Nr@iVLom#qS0u8wA^tY<(Ysh zkg(-Uz-=0vVhz2a`iLLu(d$_iQHh zO#1HuVns|2wOatbiW~J!!MuAStDt#(UYZgNqn;H8h6P)f0!lTpU8@Q)In30zR>A&4L;5J;VL#jK8 zHJag26C8vpm*5-}>x@=?EcC}jHy$EPXVQ&OwDVXlp1&n6%_Q3S5^1^PK1#In1tgpS z?YNh>bjN6elsLvSYQPzIQc>gF|79Aj;A3|#ud(Ve_{tJi|fqWFv2%}E# zKUDnGMy|Er3+{oSX~X@3=D+5pDe(_#o-@?@4AeFmDA@WO&@2r9P-~|)=Rhbvwk7_d zURJk0h%OH50r;nHD+q$&pH=vc;UD&GR^p#4Mu&4w^jw@3_dpBX#5?nlzVLdzu?}=L z;TWhuhrLdm+7^6e=B9Qwn$0PWV>5)d2t>`)pDsGjh0KzDL~Lr51@IlT*lhdI3=!O=eBQ?5q>#giv~59CE5z2dmzFMTmUa2 zEzKlYeg|o}<338T{2&s}0G7|-3xZmKAgl!9UhMlI(ssaR^_dQv)o0A8PqZ{kt^A|m z^63CTe;8UT3_$-K5Gw*eTZQC-(p$Mse<-*w9y<{<-=CMJgwm*&PSj|1(1I-+loo8g z1!&4p5H^5`o$h(!XZ{jDspIU^ae!2ut^JNf!ZY#ZnM2&Cn$0PQ8&=Yd z=z9YEq5#};z7_Y-p=&>>s7W%xLjAy_FiP99>UQonPa=H}!a{u^NAxJ%5Bn+6jmrqb z)L$9n)ZSm&CQ^2A(X1mafoQsXnD2UQPc@P3hxu+Ktae2xw{W3sftD-=(O%Glutv*C zTxT*X%?64vYaPd=u2gS3b{s0gw0vEU4 zQoWOF)ZL7EKCQA$A1R{c_@*n&I>4C^vD#dz;HeobP!YMZdyNo=+1A?l1GuXjv>4$p`JGq#Q9|9FNcN2HUv@?Rn047qZaZ8V=iT8`XUeWvHe>NCeSn$L#!zXO|p z1X>FVY#y8c3J@#8=G$$fxt*K*r-FGGdT%pXLG$BzY0BIe^~{;(`8F%iNcuYTec>HxG(?#{zQSW43`HSnhi)eq*^W`!>6CU$*Uj zhH_ti$fS$ghttf9x0LunJ@>s32S^3>+V4nEUXCx%T<&{;*_;I9Tc2n#uyf!SUC(`m zK-AE`CrUdUSpt9ys~B*JE~a(l6@(<$g{iBzal6bEgPTdfxFxox_T^nl~i zQyo2}oNV=Qk^=zUfaLgLC-?@#&15;Jk2dP-evX)6i?F*n7aK_TJo5`iLcFmusuz6b z2b8h&-1Q%|N0T;;yC9lK+v;oi{3P+U2Rw{86ih{!p=UDd(457gdge|%5cBCkOo5mMoXO+@ z5^mGBY3WX`w>W%>^{mLOaoJU%AS)Bxjs^=|NI<5Z!$3j{$udUTriVQvnkn@ZtQ!u3 z-+h4IcW~c$ZTK$D2XEUgqlPVxKv01q>h;S0v1X}WuN{oi_xIq@$iXL9)~~(y&ML&5 z%HAI7A()#im^L>tXzX=w*;g>%MBxckv3)T(4{2(x*Zpf3)(sZnDCu|4*Zbw`QZPgLa*?zQLA`mHYe3rG1^YNX~j6e5%WamI@g}J*vAf~vx+=utuu5FBQy*Pt0pJi9>^Y6qQ1)vXWa zkR8+mRy+O|3WBY6yc@r<)eiP;R<3qjjaO!1sf2tB9hpm{B+Yblf1kXGC~<=N^2WnB zB5HCce?t7+Cy6ps{d4&IPD-SF%xq2u)vXg2WBOb8MFA@t_7W-SShe5KC*_x{XM7Df z6ZULd&zRtj@gtz=2nrcgdK4o3NB=%zbg*=D};c^Z!g*g3iwv zmiYx~x#K=cEb}uYoB_+&uH4eLZ^eslmPV>gv6E*yicx>ZP>gw1*D@qMWBJR`(3-_| zeY1rN>*Z0HFr4O-g-h7KCQ6m+bbLAxD+0f?yQ=F+Tt}A#^X@?|g64v}G$nFDJ#z+W zpE=t0X$ZD{OpGFIzzpO`M58%&`rED59udxM29LPI0PzGVQ-U&HHxo47__(cII#eU|J39s$03nsM$n;ZguJlLekUEd(-XAm}7eXV(;HoM>s z7FFuCsr_THuEN$=tY4a_Sc^sJ4=Xq@S%GRw5{m~<`V9pQ56U|!}yXw72n`Ebp9fLIZ@ z#t@J&bldFA-CU2~65J0D#t}5%ke8;!IH-%xaPBi%8^#fA{V~v#p(1SX42(nVpIV^< zh4|Q(7>9aZ-5w#rIH(6;obRC^*zC;r@f*W9?AxrwI0K`#`oU6tq<2Mjq%%=&j@3q> zeC_J22QWn=-Gn+lNk{HpksuzUz)5RS!bsvVndeLYN}}Do9jZc89dtyyPG)F+PwYq6 z%qK$(+;Ti!SeD#8z zp3KMUH$)|aVCq?$50u8IO3iWtOBp7esEtgGm$kYe{#S`^UYkQV15YB}%e%gTv{VcL z?b%VPm%w*IX_VA(nF*>7NPll5Tx4=VzAz}k=q*S%0~oz-<;uI|rNbN`?krauwffMC zXw@pXmvj=+4Yscq$|g>h8dy#mzTpNhG1zkJoHh&B+SobqM2_YyUJDrU3l5C)xLgKON@g%2fAqJwH|Ejv-o2886(PU(>TX-HX3=#N%MjJo+}c(`yz zx7_-nRNr#qJw?BeHnX9Z#Ad zxE&4_xu7Z21oRS4L~I>3LBf_M2)1qpno|42kbt1BEaDPknkju0?uJnJp*^q#&YDFYt41#q?*iL)Ekp=hKs0luzMt2VG)KDWfXhoXrocnkI&50CX|^r$ZXwNLumvP$U5g@=*0>dMlyO_q}jpY$-|@Hy(-MCi$d zk3n-`itBM^p9f-!GnM@8ZP#({Aa}_qW(1Rb}i6MYR@F3cYtygU@H*7rDoT%*E_poB z(!5(6;}el7US+^GYi7~Rqg8j?!T9NW^tr2c4rT-$CWD#!AAT5riCg*F>HW8BP}~L#azIM8ciu5=~o^Af@B&poxP&L!MOV zLfasMd1ts_IzTZGLTh0f=Rq;=1!4-;&WmDNR63qWcRxqkZzduO>yDrzUy{skjMjH*5)=w|q#JD#trKr?>4qiIIvHP{xkT%DXfDiKdvxPmAXcny zv`w@ux}hgp-l3hDMC-EfLABbY2y-&gQf)#{w0!-}5!Gy4*@X1J8SG$0N3thcIT)5Z zV(22Tj!a?SfrGl(5wnnQ265kTxCe)qZHL*5-`I8-_H9;fhuKi6R+@tc%UBj9*Or*f z7aS@LW!)Ad_rhX!eHLt+Rn|Ases#<|9G7~V*-{7~Z!)l#eUSsopg;OW`|0>dJikm}F zrJCnyvjfvyzJE$u3d1FWy7c;Vuyn5vc4R0qHSxFQrTG|CkK2D0vnG~4TT z95~5rQaVR79GqajPNRbD1!5eJ5S7hj9GwJ*Pnyk1&Dr|$nFtPTSupJCqrh|l!C|>| zx1VhU+r|jnuqL5mMaE|Q5##0DqkWu=S4hNIu>*}2YlyKq9@S`*c^~Uu!+_rrMgA$_ zG?OCxaui#-@Cq)I|0FGS=;f(^buSMFVQ6ERm+!eX@$yUY8}st)TjyTh!I@90GP*sm z8MvYI1d1a#r(M4n41*7ExKoGoa7BS!kP)JvBF+XdHc-@a~B)XO>r z+cR;O(@3R%95&}dylYIBhRd*(|1|Tj{p^R zqPdYWl>D76jUeQMZzC0888>6~Mf>5T+hk)sR1(}*DK*ybtWUvD#G8XiVEyuY%Jo`f zd0zx)_*n6Y^~-N5-*g-N0XM7iLc{Cv`VJ)>(r*%7xBKb~n&rEj1JQCOyX71DqN{^Zsd6Ypl;Me+s#%}O?619H{J=1#J9mm#uKcM!}r|_EV0e87FGdYaE4Hs<4&373+s$tS>PWCQrzK z)WZiP#M6_{A!gzrR zBmFCp#~ZpUkJrqAJQgQG*C`P54JHx!XCjjKcUL6unE{b3NzsQ>CYD#2P?WzDsr*BC zrSf+(AeF@l5KDy8Yk1a${FUSdKAoKWk;vow-Id38m^|VqA5SKaTJ7#$|78xY?t?bG z$06^57dT!JTs=?cYAqGmoV9dCcHvGph;*Qu_+?J6S|>K9CMRok$Oa}#_2!eNYE76K zOU_0voClWAqYCgV`Jmwn3|3viZ+#E6rILLY?kO#~fs!ywOa223W zf-7C0=3|PaNsRr8NbIT{ymhWsoaOFn)k(JGFp-C;U`MO3C$DiuqmPLAcIFUYfWqy_ zr*Qjna223%f-7C&7KsF$3NQUDk=tYr4m(#n&Ukm#ZkaawkVwPSI9cV8B!cqKL}G_? zNGw3po|8}0UY3Ka08JBI>6*5XPwXV36#zs0kx1>$Ir!^b&p6v%)-!EVD-njNXFc-G zK6|4I(tI@dGKa-n*bkC>yd zM%xJ`qqP+Pz4NY&!ETs3PRiYh@I77eV*h;ZbUc+j66@l&8W^wP0R3Wu|2=C|y~ehN zXk)2SZVW^NlZVt({MBmzHdY5Ct?4Cpg!Yk2V?Q0#0w+mT^belG{K+>gHUd z%oTA5OYwEb^tB`NP`Bp>9%5Vst%Xg3d3Io)48)Wjn1S2>nI`Rko0D3GfP@y=PBgxb zYY`4&*hIQ#KZv0D8=@GXnfkVx{+$PFtJ3}OrSWLERy|M~pTb2H_*b<&RcHTe9<0^x zYG}J=LVrw@WL3D5SXUD~LU!8|H&VN<0JTWCPfkQ^*<0GU1@|F6}f=F}tcLc;9jb{v)K3~3tjC3!Vr#F^G2a7eCUFT268=tE4do0(%$KnHtI-N zg{(`JpHcMO^zcwTT%Ba%aL~0P91mQ5DiA9It`gyRpz51BqEd(Sa$e;s1TUaz(IE&@ zgA>JJOciN3_28w39wT>NN?oSMr3@D%ALuC&r z_|Vm=5m0RR!03VGpOK&%NX+|OzU67t(bEp*JN}7v-$6Gtfcy}M6%jz%-RJUF9yrvY zJDmp(BMn@o#Rl()vJ1YKH7m{W@*q09dbv7W)^7P;k|vc@XVYr9Bu}4zyIX-mgf7%} zE|O#0{?xvo;Yx3VIzJC+D+syOBfSgl>Egue(13T!Omy|+fyk1hQ$~D4Tu`JC3i#1r zbhNL&h10bd2?2apYJr%4kfItk=HvTR?Qik4>Toq3#EtDt01mpLabphwpWE$X@CBcWqx~Eql#WwEgRi0KIZlnYE z^l~Nu2VJWSJ@X=O0b(=ap5DRTlRA2PsCz2dvWSE7=|w>fN_6n4!K0JaK^%QGJGKg2PeaL*}Sn zGUq7R5)A*vFW3kl^bDh3Dl8MA`WGbK#$$aaY2MPR!?SeYvA)G5;h<|3rpIIbClH$v zkM%C@vD9I_lX|SgdKyJp8u3}Fide>|AfF|=_=({0$?CIqu3TCCqGxK?8fc17dP1uC zrf=wxtfT}OfU%yRI2}oa?aZ+%vf&j@0m9Dg3Lm;!b6U#+rW@8i$i(fy z0Qk_=s$uOS^t0U^X@7KcKOn`y+nkT@Q(e2;)2hQRJFxdA6M%zmsJ%ZEh!tV)Tq+)e z|KHr;)zQ0JH~5e}HFN~>j62(p;~e)_7~^i9M|#zaj{D1t9QU^rHSSC*S;xH~$18Mc zcd$URI^KzNZia2Wl9N|m*`t-}pzex4j{4^czw-0*JxrP`B_+Pn!-0+JR&KI_tiJZm47a0T3&~F}GVB{d4Y@)uG#@ z`{f-uwjt7i2parj#ePCwBFBxy=iQN-2Uh_5@x2B3T9~?bpagTEwZcvWECXUiC_yS1 zkE14vP>`b*G(Q?_7+D?lpRQav!<$>#*31lBTT^eWIrY};XW4}PuvQ_(oc4^bRU{9n z!Cw|`bXE^36hW?4tY!A)h%xxkW$L+N%ne9To%l01;B57@>4*g#xR=MV?mOsOCFn`^ zZv$dQxR-V@<}Y}RQHO4;9%HV}zx|wQUXTtPL$;jSVz z;ZQ-EkjTXoXDrIFu)oLLmK!vV%lJ5=FJh++oFn-{eI(flcKi+1q8HETSiYdhv3zww zV<{yQHkv0}k9tt?`UbZk>>>1QRj_EYVvpy+%2-;fQKpEvdRXYu73DC9Y|nLYMMoPC z%pN8an>69Yv6RW=MIPjx2mc=qH&JVVG$6)9Ol2Gp10QCF7{|%oT3jX4uIUlxt4LM_ z8cR|=qL%Y@Px}s7&;i_dl!?MY*D6g9-1sgKD*|pPqVag9zv7@n9n70_(6K4!X)-ff z1*yde;t+{q&Q8Vny{;HedzkY?w`Mv7&wYeMl}?y)9K*s^ zaukpnoo{pt3Rgm1|0YsWA@bTqpFF&Z=SP`vX&yN;EA?ADF zm@7Mkx_ixDIAgwcs7K6gj>8X<{aM+6k?xQ1|0HoIX3>w;f$S!f^z=F2ita{4EIpd3 z&)6(MFZMQzc&Od&=**=B7W3E!t%YfhC)n+x9xZny zW=7Mf?XgCxSvDni>RA&SaOs))jOp2m%vMDe?GQFHV{^m@g2%z5XwL#-O6bh3XaS=0 zXxaz4rqzRc=+QJm)1hf=rKSZsN5iGP8nwXT($r^6)mEaaWowb@+8eNy8Pm1b29JbC z*WLldiqN$X*?E-hLtNQj8QevWvI&}8*+M{+peb)fw4exipFsESiRxwb`muypx!s)_ zXIt(skiWKGtYPU?dR;-ljeqlzy~O4B#xrxX#Wy^L7l+<#@m&uwN46CQ+-!lohGAr* zl(D?o;;SaFQWLj+81_zTmp;T_$6u(^5q!YNboZ}Ks;MeCB+$v_S#3LE80!~-!MyeP zcvS){(bwuxOhT6GOYX&Jamk4Lr{ZIGrAd^nXy1pq$NDl69mwBx6`_gWPu7d}ZHC$+ z=^DAWQs2qIn=A0>v9NV)TB(mTV3g-O7l{&0!S`vzJI~XwQ&X(Smo`77WfCIEmpCs-@=E`+; zdl8n#YD|`gE2B^oE2(@Ys-$Tp__F_u_>JobJ2blv88uJGKhA||bi6w^Gp^mj>&8WJ zQIvjj6~Cj3M`N7Ss_dI;;&oORdSC4q6s;kc_DY+k3A=cAQPPgEVB?O(cmxMaHShE% zWK2iH$F!4Ju+MBx322`L71t33Tu_kqF*MX4G+S#I=t4q$1IPo%zk*n!&MURM_~AJ@ zxLUZV&BYJ@g@tEX#R$PwsH|R`gR1~oB)DP;n11I3K9g>a`V|8kcuM|wfK*$(Guqh; zOy$NPEPOBwa)QJlsc&Fd1TKe#LP{DKX{AQm6t#r^H?Sf6r45#Rl8^Zyk)Q{b7!l;; z>ud!x6O-dhX^wY@A9)|)fR157vEdQk*Y}W?!tjESq`c3O3Qlv$TfrY0dO_~7T#`lx z_nnTPMSj_Z#h=4(>?%w4E#yu|7CPv>e)kg5bsI&c)R4G%kv}dbB)c6L7pDy+!B5YS z{tZV#4UF<9M5Dh?^emG`cM=)DV>YKm#?M;x{G0HL0zA}-iieWI!^-A%7bV4&_^96k zBOV|1S#G!ACLIj%Q73LT%k@$ZWqpH;=7Qbs7*mjc`Ul?6xuhk_xOpO&;h(6`bpHfe z(Yb#*3;AXK>1_PQ{1f}uxqosnXHDgduG3Uo?>fwVIH-$@V41FxLQSTuo&aro{O%XIKUz=v z!jt5`zWjZ*N`xUk6STy z)vEos#102?j9!~_il2$Jgz0KEImk18Yk~SZmIj)~?;i;7zq%1BaJun6Xw72Lp788h zV4DVF`KKFYCEa$%@4v!z^x46@3rAtodqMN*d1=ZGLa1lX!0a3e!#=gx;#Ii=In4J-{ z{E-v1D73nXTSyt}#K-B-7j={@0EWmZ!7x7q4m=p<>)hRah4d^4!?d8rJj640?Miw#4cpfj4NR1pV*^9G zt9t~v?u#zjJJi=xfjeD>VNC_DkZHEL#0I9}6Eb%VtpcpXWY7m!e!xu``fn@g)v{u> z?+iC@6d3%P^q(qHeB(Ac|9pzQUle^DOM6Y5o3}@GxwJWl-uk@c4Zt8DN9+fT9t;0# zg9S~Q43fzbA(Ok(1y|0*oVzH|lV_sm=Vwq9;zxX4b;K3lc-Sz&H~0Ykk|-Js)q|RH ztzrtkhwqQweb?S-eYAUctW>R*#~Y9ilq>tkntjp1%1Co;Z;!l|g^hUNZ@CCKU#nnT z8evPri$-e0)zSo@?u+IDHd_cQrTfbD>FuoraFI=U9KI~9)(+N7lW?)YkMTN#pTLK3 zMQ=lm)$sDS9TJ+c>|k@Tx+$}RjYwGQtt~t7-K3&t3AZ6lN0y*I)3XHi8B-c^$q2EE zz2WlcAY0f4tyv;yzHDJX5Gx{EAi@#4Yb)CI9j?1i2=0TRY4aF@=B;^Y%B%tP&k2xy zj?9)d2)3>PnuTQz)GN|>n8W|dtbyVh-39@%Ij9F@4X;2!u&m*g_>E-^?Axr&8dfE- zBxB0pp65&mbu(XBoHmlUIz3tVbCkK7EXbb_U-p+oU8#mS5LYLe!n@7pluY4!7C-lA z@QVU61u@Sl<(A%{o34aQ2_-qg!_c-TNBAChZto<03d#{ai$^wbnp5x<;prcCZC?)@ zD=XJ0Dpk08uv8x&t2E*E$*Fo7UoI<`Sz;a_PM}3_H|1FEAblOKv`Z*}#)bFwk8diCTX_DX-PzJE2m(pcSS;uUnoe_<8>z`BwCvF611hM~c9yO+o_nn$946j=Wq86B$N@$UhksXJ(PcTqMp4La2^ z2$cCRdYE@ur!{P~<}*Ora<&>D2iL8(Hgu){)52DM2U6vxfx-uaI1z}eV!k%&RMk>p zJ_p*mce*#e5B|S*T6Az#X|l44==OBtLWFn{Nx+NL2;jx%Gg9#jIK_o^Y?;4!dA80sA&9bAvu{3^`+J08_D!J>7y%H#39u znySRd>50LUP~d7}kp6;ru?D^t=FvOJ3ujVEvyauq(xR@02% zG8dk+3q&8pZ*u>`F?QH$lyb-r+^$ zG9jPG> zF|RVRR?j9x%HT^X^lakI$hRY#5Ph;{6Fy~g#AT~T^kAr;a|iYS(TthQCLSU!Q-cc8 zNzq4{P5dnq&X7%5Z}`y@iO(Z3MhA1LtA%?+TOgL**vaN3<92)49vI(}p61N$~B(}z__Ih&06gL`QqA=J$TLf#~q zI5$0mSc5WGGYI(;l0vM*_hv4I=r@~FQi$JK%w+}qqJR`aEG?viW62?;gpwp;Gqf#i z(w0R0jyt!DNuPp}h+ih~IpIrNR%o9^h#yA(z0-(S&1N~!MB*kg+SDb_`b1)`Bu0>LM8MBG=ovRTkrEaDZ%7xE~i_`OoAEDUQ zd_wsRNhp3yRF-O)!<%=qCh_lPb26dWwq%aQX8sL+Qb0zrj4w*a0kWhNijb0=V*X$X z1uQuQaLkj6?~{H7B^AF)z;w!5a8{B0^1pdn@tWB!37S|e1;voQo*K@qPb^OKFz>K> zYfL;+i3JLOrW1=x3P>z2klw`D?~Wol6& zN@*k(8<22OiN)iQm?N=JpXrH(`plJBJTY7X9V8aFLu;0Jn=i2#24XXkSR60(^wwbR zJ<6XDy*V#YnOLB*IU%&qC~b*F!q-(mR0f-{K{FByYT?w*ayS#2SWpn8SsVj*4)Ot+ z#Y<5VEVFnSeq)&h`!*{xi;MTyYg3brjA_NW&a{G)>1Ix`P&ARaHa($u7fM@AD3TwL zY~tNSPpN7-TzDth#5>I9lx*T8TQ>1l_(=iT#L+yPNQ7n{d`QHTw(adcd zA}j~_07!ouj1Y(Px8pYk>Djkg3F%kttCX?=diTvPNTi!^em-j;acMf3pFlaQV4lBD zpnMJAnYo=tcbUy8Q2uNilplqk6aeML#Ufl_CXnZ%Nnrdlp-tg*Y%u<8;mO8GZ-QX_ z-!T39g8}iwGteCh;SUqpQ(rjiA^ZzH%!fpXBL(46_%jXRFDn4TzaIH^KzPw7D}?tc zndc5rdp{Jh<=3WrB?f6NE zK9ZNHMDeI>PPpnbO54PI!q@wNs66Z0qIH-_Tbw^@ne*NTnUgA?q6M%TnUDZ}o*EJ`KTO;mq0X((}aI=b&e`K#!j z{*0jfetdW4Q2t7@IR)ikWJCEE!cPi7`QqvxDnJwMQ&A$xEMofj2ZR3an!#?-hnf<6mW1S0e_6N z97%xsOiu#TXM7?bnxP)$rQ!YWAP0Ccv=#;@Jrnt_17bzw0P|2NV*G3=K%Y?3KM7`D z5VdK3LbR2as7wJ+)0|k>XOXrPAmQt7ASxkL*qDiK%M^f`H#M>xoY<7_~#-0#GmOn{|6{!73Z_J z3B3PzqMKBm96q~~{W#wy)x2g_ynx7>%5jxdWn!M`RWz6g3J zy-}tS_c=bBLtZN+G@mpzlThSL(sIY0lu+a}B%A??oH9_`7Z32lru|T{bz5y@YP{@* zB^M)I2P{#a>99n7#*|}OS|pY?Ng>K5;d1E!qO5_|!or;gqO1pEML-loKpwbqiBRNK z!5#6ym4xVuyhJ5jL2Y!#WuMjB;7Y>R$v{*(h_LZ9;0kpC)DRtb!pFCSE7bdHCb!bH;EDxa98;o(_)z*$s)i2VWOaSUbu|}Z z+0AEQN$mEjXEgK-;Hm&PEoRH9@tU}rT4@5X{}Ff)k-`SBFBehwSww(A0Q=j?K~a^# z;8U~8kJ}!c-O8LVze)hg|CgqkHMnmKE*2XfKO{HXk3@|cXG2_}3WY@R^047ry?CWbpJ*a&-+`QGkJWy>w zXyT)!DbPf1YeDM;v-_aLB{|rm&g}a{0#w+uezoK$9_B+dKY{Gn3qtW>GKlmGd9MSdaGB4OQ3_vh|8e0uw>RV8L<(F6)_pnuHNdl>x7=J z3+CRV{0Y(iyhP;;1S*>|)%Jy3+YCg)*BL-mnnu{5iEhgU6B@f|pr_3&FDSUR}b!K}-&Mv$P$mf_{cvlXt0%jKkSD~{DAI!m3 z!0dwH%09b*52cT!YUuDgR(I@~U1+a*Mnlg9t_ql45Q}xpRLw~RW|PTW!dIY0;qz^C z30p+`yq}0GXfEM4*l`DIH<6f95SvWWWfp!H-%!*$TB{!{)kjuDcu6>2{Yl^1R~o*H zy_9C};?BNhS|c?3`X=F?4tBf}E;3eU>hz^2(RkwYVjZge0Ew$UPp**gpHg1_-NTF1 z|6K(zMvUZYc%9F1eGgg-0{|Y>_6s0Z1Zpz`B-pm?c)3w1 zAPym@9W&-*sj^V{c6F?mjRcML@%Vb^=HJ|7eGIf#*jS$l#Ad@-A0727Mo*B0Z=?;+ znlH^wwC|sY(Sjb%Sem;&T!pN0N|=~Ta|e)chBWsK%@^}!@tfcZSodoDHl!_FqUK&> z^_lKU)o0AoPfWvvY?hk)ZQ=6iAPK$&S}V-N27y=+CT10q$E9u)F7@W%&IqEmJu3;( zt$B&coESCJnf&>b+m;h2d|d%Vr7I2_L(y%S6H|9U@k9>KBXeR3vo!PEhS`dPd_Ye8 zB9sKniC>K0SWe8o&B~m3^+>5%8suv@y{=t?CtNJ!3g@W%V!EXn zl`5_{;*j^SLq!KGu4z27myaq@MSSd1MTd{FxUrg8V1i#hUmg8Nk?cnG%_a- zLh`_iJwj$LCryFOc0Z0RWQ^UIdfFlSq;)auXTxQbXrR<=)(3_lD=7~R$eogxjI3IH z>By>5yUi>a>pSx?Z2(vgLOQ-1GO&FyzF;-uWR#{5h){*f0WZOK2nvY$e z&3?estYaut5WEN$T2MM!S6bc+%@u}%KL*4U6g;0X(pp+CkCyL-Q*OhR=Ja9q97eG^ zeK_8>0LJ3f>)_*N{C4N9@Ua8FwYXe72>4E+O*lxPL(IpW>QV)w>b_w$yiqlmj_jO(Y+Tw%sFXLP2FYfu;$ z4pL%VXDh~Ks!;a9Ey%swcwbrdD>f1CRntjgnNk~!HgubM# zKGTt+`pi3LdMI2LYD5d%mvaDGE6j$T1;i8^nuq&?@|aMzIn!ZbJ&oWlcx)jdTFXmR z&Y7a_IVT5w>T8=bP59akM5VtE8#&Q!xqM6wo+d;&e2bhjrD?QgfZK4E%0WJ0&h$Mf z2{vc?Ui`-9Oxd^DIcG|vLhlOCv?+$3+Q^FO)^g{ZDW%rUNz;fn)hmI@0NY8qB0&$v zJZejigo)c^?oWS6Qo7F)EvJg<1QPitRX<}kCv&oGqd2L$<#;lu(K=3-Ln4OwrmS!F z#Wvay^qKyl#D za&Q$eIV-pdot&M!Uv-_ClqwFGoE2Q@W6DnkC8Mb!hIDF7OdjFZWGc#&axne8c}E=u zbqSu&|Mvp+zt$3%vl)S-%$4f&*lT5wjvt&0F&iH?OZENb=5&iQ%))kKvOHWFtqj8) z&yvYQ1ANcGG@IXPErve~gMWfU7&yx#VhdZ_WJlVM1IFFqDOd*`@xrRc#{BixRH6Tg zDYVNnY=V=-;9z(oO5;wSMbaq6ILyH#{wD<;KTr`QNUQYZRo z+r=^}K-VXUiGzq>=5YOiFlX-BMB!><6BjtJo)8@(2A|9J3 zljrOw8@_AsNmI3EdHTiE z$}yKa2Id@f6zHZnY9nFQ5KNDiaC&V0?(KtX`}T~F)S8XH?Sm70hk8oY5#~WgEA@sb zqroe7z-^z`>fjN(8~1phHtvM1feus+&-3%*Q$2ERHu zR<4&5s(U8uwUNOmSJtn+_s)rE`(PznAHmP|G+{?x1Ai;NLA&A`G(Obd({n@0*u?sE zLlJgBFbY3fzjmk(`%`VtBW15Yo#{8-?8r}hDjOB4(V4Mr6T+3? zn5C{HWIS)&MnFL8bf*cYq78m#CL}PYk2dP-r8R84x#Z!D0;pq znXtnl%w@TVQ09NomtP!>M$70;R_EK<27f1 zfVs>OobU_0903RH00F{%1qc{SfEP#zyh(rn{yk4sbyq!gO;>l%Sji{)qt!dz{Z!R+ zeCw&Ir=H>t8g0{D_9G>}vKOtI#~nplvaeYMsoXSGIUSzQG~rqIR1;T~YelLrR8YPg z*!wtx@;<_Z44l0k0ZBvpxZ^VhP7hr{ovAJ8T<;bEa~NheXpEV*FJC>pW6hdoWn%Xb zOFqbx$ZlUbSXwo_V`ph{8iq@-DX7($uE+@zt#gTXp(1nFT42LsvuLV;V;X zs_V;OJ^>b_-ElRjYC?tXfSyK~Wox&D2C{ydZ)4txQRpl&ZF#a%f+V#%EW^Cj79O)M zLfge|Q@#$Q#;`lSPJmlCjOOD|o47LlMt`)#Qk(c~W8UeTXdbEwEmT-ayOnR_s}BFU z3zqbCriu>2*5SCvl70ll3b7=@9#7x#0%1^JX071e`BA!tQvTwrF8&%q4wzc}FQluA zSe-s2{nsBoHE;+bhvV=&#u^9RPyx@c5&?I6YSAX%PytkOs_U2=UMWUO$| zwJNB`bGaReDV|H_j!j{W$8C9$a9dPqUOG_v;m!Bt*K#5epGFh}ka1he!Qv1MlCjT- z7tSDGt3(9}TkLaOuT4Ny8bw%dD9Fp$XA0O1+mgu14E&U_&onYh15Fl8>L4#-pXc%L zU&khx@fSv)KsK$x{sger11Cy3pqVXXvv|FKzI%jOfLwnv~7{{%xY*R3{zim?tIm*UjQ2lQ!LA3wxd| z8z0>Q3!OL3^hdX`0Mp2`I%=$V%IL|?bug^uOHl0sq9;Z0qahJXwl7nvaRlY@Jc3du z;*X)cMf4e8A^ZoWbj45_6N^vVibhq!d|o(#!@MS*j0FRW%8k+SYO6BZnufq7GG`+_ zC+75ICqvZsG187yYU}F)Y_qtx36}kV6qTt9kVsAWuOl_;zoC0v${2{FRto-4<65tD?-Nf$*)9>SE7tU2lUxDoeY}ANeOSd z(}KRylC4lfF)^iYGnutN>1y;X2+AWK9lDreB$qC?i8RoK;-M`XUrhdlh^MpPfUY- zLqF4~PwyFL{S99L&^iODM``Wv;+1Me*bdY{J0I zp)7BxD)YX+<)urN7=&R+Isy&{E}rZ*(dGNCyU;L#MNaGd0YbjlycyGp1L@CksMP-_cOLQ=vuu?&y>-J zfLIYzMh1gC6GwLmfKugq4xczmWr&pdK1DEkFV9F#RM_T%#}&SdaXui)*XnS*NOV$L zIF7!BN)}J>GMng#MwC(ihy)x?o?$VIO(aWdrd!L8WX-s-I%kxB?5To7p;bc(4X}6w ziVJhUJeKmWKuoceIhpf;soe2c$=$+AP;AcOnAO}pnj91TMlfdt(UD{l|Er9Ik+bXR z1@(5uz<+H%!in}W)5%MWbbv=+?=~!lR)@;%RYDn#fTF@Q+99_PWK5L^D%LEHks;(o z4do0vI(C^f-Zq0CWB2obs6;<-E7JSC^RKSJd{RwYiA;Vax-eXb7N-kD`ua2zH~niuDmH1;G44;>)|dqEx6*$`WWJ?XncF;&8Dak$NKv50+v)f$ z5r4k{%(r!tD_^g+2?lnMTE)x12otj0A)z@q?Srj?A^=?TvP^rRUe*|q5FPFsUe-w- zo+qlQyIVCZK^>eNW0M)J)s&}JjxI`dyaFS3CZM#iUdrQl-3Y`Kzbo^iww+6&^RXRF z@M>XmDA9NrdYr=&D7S-j;3@g6NY{>6p`=yq7z(pb+L9Th<`^>+uQ#t`oOaN)x=bFu zc@q#TLT^I(ms+DT_(-;{Ay(6!!OSyU!ySx-(Q};Jv0Ell#G<2j0)6yxD29$?Pw!X) zRm%sFfH0tCsfa_5Ra^}n(0&?0l|zkviy%L9r0-W<1IkOL-9U z4sGMx?FKPiOZlq_p*OgPd#XG(21hpz!l{lBNCSsD4zd+bC8%Yo7LoY0?H8Qcs_btK zmzFYSa9%83J6O74tkN6>7VhD}IK!pn#nRHXYa!7DSvpy$d`(@;7og&}T+7hBo40z1 zxjL?Zyqj3pFt{+nOU?!c^L-9Cnsrrza^8qRIeN(F5{ukpM)N-1`UdH_UT+qg*qwt# zc>+IEv{KJ^JDgpUV`lUlsc{!7MB}%Nq`20X*!l%|LiqVWI6p%on%>J)&LJ49(`Bff zjA(inBWCdCa1||_%(1`4xI-Ti_I#$h?0KjM?3u^m)5#e9Ib%uuBVoo5y3363_JA4l zMIYkihVcSpNAfG-$8WpKkN?*Lek_Q)QYS;qHyB6c&x9pMO}e{77YYPqI6fT6hq>M1 zaKaNk#Dgh4LX@rayd(;O{0<6!2GHApF5L*zf_Nk(1LC zWlWEdWWr`Kou!MmUQvQngwt?9e2a}HFigI*^OAaP@9MGA1>>#ORC9R6im3xU1hn4R zvjSdku4uN(yCy0t_Ec(>288>Ltw=&d`KLqUt;vbCJ4aZKOh#^7qg-oF)ti+ZbQKzL z0ZCM`Sb2PMmiE%o%yS7(=}83FxY+-d>gu+!! zhSvJ_f>p^VjqB898FfmjH#7Cr%5`OC<o3K;UvPGz6Es1A_x>;Uu=-q2m>Ybkd z!l!eFTahh*_dZt_^Z0Cu_+UZ$Dy&?tXM6w&cV5qU))b^FURGMROqqm`J0xIx}56&IJ}d)hMVA5z9D2C z_+q0tBZ*r(;NehdeHFHw0#o>D&GP*r5mv=nW;~4-ws$7mI08bpRs~BaF>}p#ioSrF z5l?~YyF3SEF3?pGgIIRxv))Gb3k#<-rqPd^$D7~PB48uCl#P!p| zwbqIhf+Z4bFJKDlz*>ChvK1rHDh<|NBe~a}W zweJ#GtIE!TwL#Jgz}kJf5LG-O(?R9WOXF*sSSL12H ztW1lwgUgns9}Oh%sH5yVQL$Y9Y@aM5A;9p}x(fDQBo*clSaHEX*83R`9mt9gU8QD1 z)(0g=T*&%KPniw`%;EWboHgG;*UCW;vVINrH?zv>sFUK;p+u0hfZ0N1N@A*ujE!1bD*%5qDQvfNRSELGlkz||&F9bA3#EC^iVYAgC~1jQ{D0x5WrZ^#H#txID<*nJhky@LcL+;{%~jW=UHanOf~lmx_Uac=z0E;Ib9&+A4oM!17+vSEyn=jVEDqE`C#f2g&?I z_rkeT^n<$S7faE{%kH#FL-|x7bUXI4A~oP?R0Fba$F^}PP!TLnLy)vjGNqjaLO8{} zRTuXXMcnb{RNhzjR^FS7l=pLrlDCyjsRdq;gAl{XFN$&yLh8jg;XiN%;4zPTybiO} z(Kx70@hb8|Syz$eHeC#}3fp%l>Saq%7T4L`SB*Y=dgE7d*YEq1o`zUo+O9N*;u z^-1J3cM)6(}uC(LAeg zKLBEimzp_OgTfk5NA-T;qW%M6SXg5Od1-i`3+9Jmc&K-U7+y#pCu$+HG|=rb%np)` z(-{cMEDdy@lV)I>a3i>beA+AxOKt#5VObiE!8?|vf!!UHSsE^m_nz@!X?eDMNUDZa z9aA;v)VrClVVko_YH;_U=v-M|iow#soU~y%>XBpUAB84uc#4OZYeG06X#>{PX+l<4 z%h>WNlQs;Pbybo!e885p;dqzulYtrQ&)u()&g=@a0tpH^n3X4eLyGnq=^L`^bj%Sm zeFF{DjJth(Z?XL?#$Nh}uyiDxr6Cy{wln>6$R?fs$qWw9WW;>=w3{ zxG$+bA-vhwUEVZ%z?(P*&80N@bHeur*Pdahnd5{?RdnA z9B@P4>UBddqW)|S9}t7evx!Q;BuM&f4%b{FvN`aa3~WS@I;F!t*hg66DIIt($G+4i zu)0zL0fxs&^Xcd@#5YjK*K{go(}x77|3HcYPU~x}|C`sLiHSdIC0`y3y6|yC!!zJ{ zeDgXS>#16ZX7wnq19B2{vUhnM4y}$oP2Xi7@h$aAZil-deZ!6!HWkN`Iy@1p=}77z zn!q|gTT+K0WjSb)Iy|*tJ?eQ<2Zv_$AgKeW*m*7$v*dHob?vg0x~3;`@adW1U}Q_= z@L^Y<^7tfjs1&55!m{Pk#x5jG`%~LuT9U{?o#RLop4x|*9F$RZ>Tl9--C{)q>_=el zhlJR&4<65$vGix}6uH0n`KTJM0OIWXi(gc%D$BUB7XV@CU|H{E~Mq!$oK z{9#>)YOpLB#(cD=viwkyvV6E8S*pAd{fI3+hfSnLed;kPC|tt9hm_qD*G=;)Uj3-0uzEC5@>(U`C$iI zeCR4Q(~gbV&4f2Dpq+!SgtasW&>jM%g~bMVfc8ir)(fEhxByyJb{3!wl3oDNo~;W} z1rwsR{XLcCSw+fnbwRRJdE)_En@Dw_^~tj!ppC2X6NU;IfTbhQ7L&-~TB(BOwui7p z4%@?Z)arm4$oed%jt&jkoY zLLjRuI}5S~NiP6d@6m;*q6b0NdwVL&yNi_Nn+uYq${P=|+C-`&t52QWkT z;QEiO`3|~P4tl`#r$DS1;QF8dS5B9 zuyg(uAG+)#6TV&{x#Ggt4W2R`IGDpGFJsMj(6w^VgRjp3Vnx_wr}@{v75J*k&VsK& z(hI=XNnMC4h7f$M_f(eG7b(jF1<6w7jR#+CBGvKLC(nZLHLk``Fe}sI>;EQl7)w%( zn;k>?L=N|bo0b*Mj1J+=O!N+i8y}|b5P}jpdSFDhN+r-sJ#DJq`VhG-4%<^E^jNF zJT3(lctH+AO!N)GEOIyqA@xd?$RS=rZf0HCkXz_6%qnazo@nILEeR&#dX12!Rv3D9 zCy~S2aFen2Wuiqg_UwEl+&T8loyg(BEQuVHSb8lOK0i4EHCu}1o7`Ex5eSDZKnvDO zeMHu0*GHDp0ktnk=SboP;-HZygohKw@=)qt6$$6jJteb1+!j5IEPYCcmtbvFmsO!o z_;E`(Kh*9kFr~wbptLYW^Z2WG0Wqcb>T*hlhlR6x6Jc0bV}#X6!@DtaGSV;eA<)_pG0}CnGcsw;T=oq!0rypln$4~ zTgOD$bhexht2^d&Fv#~Lse@4}oZdGz-5Oy>3ja4s>hN9EB*)rKa8idyJ;WRXj3^+f z1J>1PL{_)Ulhol`W?hw}4xhCpbvVJP(KIa4^B(EYerr~tn`s?Vv{+B;a9(DmjyYmx zbs#4l#vQ-DWU2Paz+3@1x+2C-otq?Eq z*^$zrbB}2h_f_cA3rOj38qL07c$+hknbX1JcEm{?PVYe0pVi^BVqE!k;D=Apr&&# zo4z3U`W{jg@KxI?)BfKa4#7DbK1O&-NBhy^o5SHDPt{!hs!g+cl*0iz2|C%k91e4; zW2;uWcG%Awt=IOh9)rjF#`>>eJsn9LL>pLlXG`J`q%8+c5{G{-Sdn_3#KECjJxJn! zI=0HCV=1yY{6|V<)3Z4E6wUA{vSo4jqN`VVe6lzkvoCyfZbLg^+Hy7HXe3N~RBIN8 z`m93^!GsLT{6Xr33}g>#seib>D;nMj+0%EH>Wvcrt2I3}QGrRo*1*mImNemilQ{In zlR#1WBo45#I8Z=IA)2=oor8+u+L-|xi%B^N71lS9=_le2t}IrK<;LRWKp47LR=knH z0UtVNY4xSIG#MP$N#3|3h%fb&>2ObSEVo_En(v@%9ld#$+qMF+B9_}aMG${gK&&b| zOE6H7^a3J?$8{m9QL;p9qn^rgcagGe6(mcQH=+-*WpJ>GRF5F`$+Mu&JFdn+Fe^pd zk-B6(Y8z9yTp#7QvT2*!ypbe5<0MLG27orL#1Zcn6Q(1ns zNLfBokStZ+c!1U>QXOc0@+=5w<7&J*n3ZXPwwMeKbN72NHY|ffACl?@vd#y>P8Sv* zx=PK2tfxwjxRABvDbs;~Igs^a)_e!uP-I;O#Cn0OUl+)#%FcqULDCCA){Au^s^~$G zbzM(od0~;V++2_>Ro-}z)h1FMS$*;>2wCH592(5Zw8&ae28RY}mTR6MG=sxFB-RaZ zZ80`F<_GYhtJF;3dZ*-x3tV6BDboRhIl%P})_e!uP;h+>5bFiFenWt(Dmx3f21zdf zT;Hz?Q3VhJu7BB6S-!7GS$?!2S*pD8fU8ZUI=K4eSrE9!)tCxqWm<48DucuKQMFv? z8lJ)7Q6$$5e0_v*(t)q|&{b+CeEqHDiVI(V?o*0y zsfiu!6;y&VIE*odI4E0r>VcI85K~<6?q_iLmgp-~v4&-E2$Ff03=S{TMc*-l zLpz@egzo6Sy+{psHPwLZJNj*0^7Jq^MX)#xLDJ5Y!Qn4-aa&Up5I^F9-pc#EMaugl zMakRBrs;c+I0OQG;2#hDv#sq?$rt1)#6+(Q=9R-!2&q@9R1Wc4@)=o|IONuOjI|2e zfhQViOXU#P>qsCf`%+jy=uRq!UxwR`wNn!qUIUXktc21E8xgMsVv6h9ApEjAp z4Jc2R%%OpIESUqlJ1CPmtfYnjd|3InVm6f41S!s>e#|CEFXSrS(Qb?su z)gX7~Zw91384f)jc+t#FGjL`yoZy*sto_mH^hx^&r7YOnCXlH=x=wo!;(e3m#c%PE zKY2nB>`oM0=$u{!3XXQe#c{^-zs-f`zlMv@^k?Jyte3jYEKYJ|)Auo7fxdfxwrp~A z3or^9b{jkLH1cdIkh>y99o8pX;5*mBFp3vLwF}q}c{Ja+NW^6BfF#0-_dJT>g7T?< zm*e*Z;J%bF9N6pHns?Z%mfPsfkPScQ z8mJA0AxV70o1D}|yT!zt9gfCd7=0sY_BWGev%8RHU%wveh(2nP-X!|u96N>w09AW_ zr3OY)Y0m5bU^@blM1P7T;PgG#nadWIX#Gi~b zr^=%h=&;T)e`Q@27_vdm+HbK|x+D?SZw))!F;#AqCr9=)s$+wtsqq8N>S%MYRGx0t zE49)3Sf!zKa+d=~ly0)U#L__8*;(Hp@bD{C0@}tzrVe=MkG5ea_6)e#wan;nF2na( zr}qo9IH}y5er!w9bG(anw5jgbNPGWeR-kixvv=|-+N*c+rA`_Vx7*Cb(?&=)C%Xu9!_W3apY z=2k{%5RAx;{Q~D}*A^)@lZA^=x6b`NlsHjNDC%3d1`wY?Ce`m5S~g zV=ro`8S#x5?4GWTqBAvP@4&%Lycz4uyyF+)9rKRaT_!hC_VMU8b;ng4*vK5iYtZ{E z^^byY)I=>aeI#%VPc?rXQa(@X4JMvLzzoL8N;&moHxQ(EVrQ z1&^orkKv37@tnT_+Uk+Uy5gj zqZ93bH4fLXv(_5L-3?93>l*$Ya$UNH_@{6UBfJ;DSVCZ=YmNYd94hZY3dszC#|7*+ z=1of%mz$O5aA|nzfXJy*Z;Xx))oMeV*u0H$;uE(b@jmTWp74CN0$L}fuWX*sv8-q% z%*HESYg9t|>JsOo7Of_&&KaKSI5GTuD6>6#>cC7paG~>5C@sv!Ju!NNKrH)0CsU=Z z*bsw3LXB)OI=>WZgi;Laz6DX6R~-{wLS)f3*YYVh;QSnTS}^}_TPag|#!|V(=lO94 za=`Cq4oR|BkCV1eQ~dO6W_?OAv7T$)e)LRaq-q1|M+C;7O;}DVHpUvce_HORhEghs%Qf0;=$No3FEk$w9h3IgPtTcKcGHN_5QEm6I@%h*gHf+2J@7S=B-GvMrncnwebz!JBa$}G|pV7gf zfnGN)`B0=Eo2hQXGstk&gxTA~c3(}@tn0S>DziAnc7J2D-Iv2B1=#K))pi-v5*J7_ zTE?WxZ!+%vwK!cg$MZ-9c%st6(90U%4^n z2v<==E`wIi?qINjWH*hrFRu1}WqL<5-uC>sBE*7|Ux^iem8f6Wt@w*(af%iH2PmQ* zrxGpMDxqj21e++{c6-+T1i|#7wepA!2jFkg@SmDB=`?#1GMs)C$XncrkjNT2oPHz+ zF~<5t~{S8UDt7Czge8*!lpmiaAhuQ zXpEu8Vu1Eo_usU~%!d=d5k9=itXPqL+$(^5VSe1pau9R)ah>I2z(NyhQ2^E+rNSjw zSr^iB^^I|sfHbp+ff>(0`40kRr-`6FDBB-RK`<%ITu<+6R7Yp-nNdd!b2ryp5EDwQ zOZ-OE>SLs|ROV$}$`K9w2$Exq#UC;WD~9wK8j_Z(yj|TkUWI`0T@dtL9&MF)G(x>L zaiBChUKza}A`^DA_?NxqMzy?a0)odOQ~_ehTjfTpw7Uu+t>s3Az0oXB!XI%M4ZKi; z@P=e2uBpY6_pn^T`@c6?)X}5^BWVtqZIgzx5A}&w&WTbD)w^iKNW&Jxy68ucF|3RJ zA>Oern%!mUqNUp9jWVaJdV0e#0K(t!PGRQ%nzZ{@NxRuyNV|I$W4nbN6g3s95jn{b!xN~DU3)789OxB ztgE!kO><^LchHU4p(mQfCOYI`QJ&bL6s^=JF&8T8NxN(EgmfHF%F?Rr%ZVvkb&$jk zT@lWhkjc*VK)x_1`65Ql7%s$NK(Xhhj~Ddk?%1JncbT!HcxE_y&kk7Q7%_C#TBEo_ zph;Or3~^ZbQ;_S)03pIZC#{hMN*5_daS$qG3oBCI z9ZINL{Y%<5P1Vy!3LPd(iIrRH$ZI83pHC#z95!77hg*{@vd9)EVDSpk`K38@*hBp3b5oQHUT;9IAK<7#m7U%Jyv|U zu;M@U!is4jx)mc6^ILI03W{0r0NybxW_Jgt6^~VzH56*af@W8(I4&dZb#*Jg5Sg#` z$n)bbh!tOqul3G~*P6vCR=mh&#pl5%MO$&q3bz%=M0C}OW-0B6jabeaVXnHGB`khcsK#Ei3T#mbl{mN9@Y&q2&F z6VzD{1|sZ*S`-bdvB|h$HGU&rK_;Ul@z5WtvsfVQej@QMAuTOLM_N>HgRf-N(=i6{ zVQdA1*}ua(2D9w$poCd}44@TdZ83n#i*aaI7eThr7{Kont?N3#e#b0M0oY?L09$+v zVCOm*Ht-Fob^+M3*rF&-Xfa{{&5!-Sa;yNBZxNn%30P<$IS6kO%#jsxn{*9W16)ByB)}t?5_AmgCO#1Y& zTr#cHGFjBoj%~vz!F$^R-pN9fs5G1%r%$vp@Q>)S&w9f#ddc7LPJw@~OWOVVq}}W;q}@FW{9AEJy|#DtItAJ~h5uR8 zpzB1e9!Wt#fM*z0e%wO=KY)^UI5okcfFJb`GuCj$#7saaAlB8X<5ui2W_V;M;QP(G zN=w~T!VaPvp@3gBi|quuc|rkGv{GA?Xdi7TX|f8*Ttdrp(ye?iOAE6{52R?}K@t}D zn{dX2%zyqXkT1+{{y8Jo#jwDIFLL9K3n~IK6VC_o1vA6Zw|2lC#~`A!)*8jV8$^@0dXMuk(imuJ9;L-mt*)khZ!OOCsM0 z!kzD_hC_FAoR{>}U{&^n1+E8T*~0>v`UHgqo*~o*B^TCpdqx#8(Lo{y(8cbA1wPFe zL}YZ9Bs6f)vJKYwVki#wu}!ekHqrrd!1j|Q;w4sbt=EsHke90ZCtncNZxEK#>Nr(D zd*@y=i&LDmCxVk^6k3H(vchD<6ddz%w@+}3Ndl(>1qvpB`N`)$_!4)~-y)*UmXlXb`M z#n$~vsFBCI`-OGCi?p>%)=dl1ts5Dd-@3no4Pn;(RlH-?&F&6L>wanyuaMHdlQZ+u zb=`5SL>G;_@BpM=5LN8DmH*T%POlIBGr-_%LLUe8lJQ< z9EJL$>_e!_&EgdJ9kRf0@!?6G>tNW!B~a}Gkmq=(x^w^@JyhvL7a>3F3<=m-Po&T# z*rA2!u!EvD*c=8s&%;(Q*m*wQG1y^u2PN!0nP)o+1sz-FcT@N*1yf4Mk@oiZ1uxx8 z6fl+VlLvL~Hj9&7*tE)qI$HQqmx7nxV^*xw`df$(_)Z{Sm=Abg4q^@;u(MnYh-gDC z3P9o~IBci`4%0v;3!HaOX|_sW@GFSuJs6xloaw8ih*VZ)T|W{N3NoDOOD18(o}P^M zq%XJhFsz77E%mTmGI{lg$)b*yZ5xz%79O4=G>J;X*{%9SE5n(nTI#(vLZxAnVZHWm zkuj{-{vF=2UYp%z>b0fXVQ1Ez6_=+sE3J`T<<{u|(hi&M$kXK?X%;7SWz%`KE`OoIgrsG9 z$8UW}k6pID#KKj`6T+WYy2fTGemp&NW=GQg@!EL;;TIC!@c0UO7UO6kI`X5%7!n9W{%2z=81i3-cMSR2 zT_)sDjH64afALhKT5FAz;hec@t1{Y}Ze#%dr=|jav!rff|1oB9poPL|GPB(;HeZil z=BKyXULeTUB-)$G4b6l6b+b4H`7f{`f8km1JJ-Rmr3k8B0Ggd;LXJ&GqzddMMgX!Tv}KR$pOKaZzjc-6%qBI<=oaM*CN$(R1<0r;f7m;w3n33f90a+ci; zj%neF5?6)4GsNHFCuu`&Pn)T_%Xk~`CXYHIr4!LQjKe`b9 z-*8BD5&Lgij3%qVndoBpX>)W5yIz1lTne{h*VGm4*J=25b95!U-@vXL*>w}UZiZ{L z1ut9SvSC(q760#Q_-}J`4ZCh**Jt2^+0kYow_$E{E&eq(dM11HEOvc1TyKxAgy-Y+ z=sNf#+K!j!;AID1o}2tOf_FRdQpU?Jyj+bRUK@?V{pRt$&CwX#K#b{H_&ItyUMlz` z+Rd(e*may;tLz%F>-Fq90awnzN%nUQ|E}X@3lO?Jnu1$s>J9MUrlXcdm%@*mqjgxu zdb~97%_d&1U{5Z?A1}vC3qM>i{-QggX?(mFFW10>+oP@c_$s{YgCFmRHo)y2(SCe? zRGncptxm#^K8v z255FLx7wVnkIg_)cf%*qVj!#m;D$LiFaS0(HvAPUUqDO%Pze99xspKW%6pcH1P5e zUOtPLfotG0gqLqT8!q3$%Z}^dvI{Sd;N_q3a{hL>T!@!%;pKaHc@GNgfkbpa!MkV& zT+@xs({U#ynV>+tTZ8{jg4m%#>H&c@4Tyj+f#uTI0| zTX^}-UbuW6FMq_#f8yoEH^SvMy!-?&zrYKgp&hZaxA9omh#e=3hfGH7a7sKMEn?@Y z;b}$@I|T{P+KAX09hgHmV!3xQRb<3cOk%3Jh^45*bX5^cbA=gJB9@s2^C3hmkHTp; z!`)eU!I1mt{dmEs(uhT)Vgy>mBG)iDB4R-mxL6snMNXV7kJuzTj+G-e#zsFgLjQC+ zYJ+J2P~64;yBq!k1G|U+cQ60%HT=KV@&Dey|9d0+2iWu`{11=-{)^rM7a)abyJ2DT zmYJ((qPN3OJD>+*2XY+QJkV@aCPyYK%_j8c^k5EY?E0+n@Ve=#iRviyx+Pdwhr4R4 z1SebUskBP9@?>SWbOt+NyHuX4md5I%)05yMlv~w$?F{WWi?y8y{qW{LbCCMs&2Jo{ z#|QozSxB9TWHcJmWvg?$?0k@aMX?0+`plTi?YR?`y_JcX4YS&FS_h^oGwnH7Y`%00 zoDr`21noH!)mmj{!)#IRFR>Y{+?OF3&;}`9(eD5m{{`N)!t;L*i5>Y;qk+XpY#|U1 zlo&#-DY0k)P)aMWD}aPkUYq9NIWqsv1vbzvft?*LFzg3&3Ty$8a0_hF{{Vrl>z2SS z3KtkUDLDo9X|KSJ{~sW*k!}g>IpG3B4>G5~ZUqu<3p@RPfWU6-mcaIf3k==+oB~@9 zB-{d9_CG*i_jXHQuL>6!j<|9P?AthUb2*8dE(#LZKqq(n44BT_yLwD_z05%6D}Z}DL9A(^my3IKX*$UKMEHIPSWHQ$9ves&Y@s5Y}y?+bILL9rZ4|Dw3k`8 z7zj|zp!QGU0>Zhot_!FVy>kwmqq-md+Z?@{|M6b-M}mYf_B{n<8^OgoV{wDyL4UND zK4~AxSMO_;*1meNm74?Nxp74-PbjmrVY9w62@ZBn?ZXm31DKnkU0@R^wec$n zrs5Nqu=EfR8e>71dWCt&RG)80!VEt}9d2TE$bi#Z5}dq|HzT$EoEd^;Or=wOK^XXd zJPgdxSjoU==?whqq8OM#t|!k0X);yXm$eqhB_udPht#4y2N1t0m&^W;sKgF$b$$Y6 zmOWuw<7;@Mp6#V_CzuVa#**kEV}t&$lPXzy^C%G}bijJU+kIu}32E^Z+A~rGZgO!n zmBlO5e3#a|GG@H~7zt8rP*9Tlz1bwG(cs@vi_=d;WDoFjrHTX@>{KWH^u7n_x z$4|Trhz0tI(S3+#ifbYXQsTL)(45}nu z(?Krw0>F4_0+y`PG|-p*>V@00(@{uNXysfoEfU>>iXg&nnR?A-Wl{vaH(XnCjI{3# z7P1FH-wed^BIq&N=$dn=$B_AQ#uXc6;*+jG=3gRV6*6DO>W~2+BxK&kn~@qahcdd6 zOqWAHCJ_0Mhpib{kU(T~gwEE#EsCuLpjrkJa=^{~*ANo!0rz4rQ_>E&kMvRr9B^Ak zYEqcC0r&h-F}~GD+scE?Lv0+HrXOlA+Qb%QN|(f2rU>X8Pl+YWzRe9V87x5#y&pqM zpq{xh^gaO^_({k7e!!+@Oot2$KrqXIk?F_HgZ|*mctW|J_+M<>$WW~| z1i$V~3{cw_5$(WIxiXt;WrwSD6B4?6J|;=}|F6heFF%!0VisyP&kf7Q&{0nBP6WLth9pCO8C3bbnkyn$vjAM_A1{A7>Aj zC=>Cai;2cU=MtY9=rX(=DXW-vxT-$17BBPE!ij5{MR_Y@h=ZsT1z{J#{yJ1T9Uw#{G7`75l@{Q=#gXo=X;Dj4!WVJ z^m8DVSH4yTr4@5Q;3QP%uY!4#ADmXH;8fi+S+9<{(1|~F!_&gs6WudCqGN33IPqz* zB*iW12yTUeQz!IyjHAsq#!6$VhJ04C zt|mG}or@)?5OoZNDE>Va@zXrDa$rdgjCwL-kb`b0MqLcV@`~8bp|p}N2&9De92U%+ z{2+CX0v@e$ZQOxS_{a@UyHJN*-qX=W2~KRPN;=$z`WQB`dQq*t9^dR4FzpEzjK|-f z24Z=&R^^LFSI^+6G{&m$KqY+W;-rB}$6HW|s)i0pFGun!Bppp42|uQiy~|S{2X5rR zqdOUE9CSnR=ygCWuVgLkNh{!jz(^>~&S1{u2czW*R5bThn=UkB&)jhIVN@X(94$7> zaN^N}k`T9^h1^$SRikSANqn_ufb{WT;dlV)^FS=G+7iZi6!uJxNFQbOcOVizbg|Mv zq!TQNq^XAvNsl6Z6_OScNMc`8;r_FyMh@)Afk{7P%yG~S#iU;WvAn{y@h7c}3j!sf zHy;XSO>v+!Q7K=4;OdHXI(uXM%neFM-H~XWIfRQrNh!k#O2vfPgBg?n2T&1>wB)z zrwsJ9wmqmtE?+60_*P4C;!;gg;x=^nQsq0UyHogX&wyznSU?_c=|&)yS9d9AJX-ri zj!ae700%PRLl-X%WYQ~XLEphkk#J-Q25Zr zN&}$I(8hB0bbO1{Z!1@VemxFF7VEsD~%PVd#qtc4M zAm9=z^|4?cR)+D?o*SrXy)G=C|t4prDw@wJ}e z(}_@8VMDuqAeL8Q6Q+2Sb1BEB<5=At*n|&VY&5XxSPh#rblxsDCRi9A z!1)Fc%d4XE83>=d)JR1nBVsoUaKw3-)!l(O_|U~h195Z@N2tTShaNKP5d0V8i;g}2 zf`zEqBfE1(f=c#Ro+>#&A_w^Vf^o+|Hxzt+55)3HR_BceeTaYyLLWi%Z-d!VAo`$E z*w6=mccagVcP3iq9$#I}X*<#9bV(#ZANC2=(KGS2o}tfaP+DQ*tK~o}uZ{xxaHe>a za~VgUlUdyz=z|YkZ0w9aR2_8CS&y_Gpo3phfnMgRi31#RfX*e1DGs`!pmP-v%PUX? zbQo{a%C#WS5xR1GFkAA2PCUN4X1x`2@MkyV+<;o+a(LqL6{qY(oc)ppw~~2F*%wql zZ^XBH1~_|z1>tdbUJAtW>SxRok6xa`@utbD?!X&-=;ES*H~RRBs)7zTe}<%0xRHYh z{E$lXO`duYdK{pg_-UY<+N>gJ^TA>yMHbPPA!CWa0Y%Z~b4gTx~o6n%q zbOIYr*$FmZlr&u<~K;%4mS89mFB;D>fr!|9ANWrj3o}bpf9vBa9cTS zXqu3l@sU%ee!Hd=C^VG(H6gd#+&5SV)x}ga4J|LD?tR{ETO1B^o5*pJAW=wt%O6GE^ z_PHGR+3oRs0rkcOKe5Mi4WsPDp07z7vB$%{pc?uOe5+@`^Oayhc!1{zKrF9@!dwn= z(YJE7f}_qCS=Ak=gAZL?G*HKw%OR?uL(XrJvp`99=%-2!RBmMbqCnsLl+l2f(=y#9c;EBX*<~9hg6zZ zdFtT+g&bhBiLt~%Hxz8P1F^i)lwiYHlUAq&fsIgBbhx?nEls|n>iSZAvuEIQbFg4Mp3W5o`|3QThIr2L%9_c2eM91xNNn*NKi$3Zs~nhtwKe)(D%lvd0Ifs;_3F9q`^KRCs6 zKrAbmx#@kIH&fXF@ZSkY@f;AR?1Z9~k_I=Lc}v+BR7qFkTRj7zAtaCpAAIQIq5(hp91v9n9eB1OX%%?n*aJVL(!ADF4+k{lfSjutOB{4V zA!jEL%PUQdHED%f5ZDMsSsKih{9qG%LTKPlPYBhelP7dDDo`g+NG-()KetIru_vT_ zN7eQYe79#HbW5;+Jf6@!KrFA?9?pO{_7Oc=`(zG9FJ=vJKoLH4@zQ`I-4n8@hz>~a z!2(o3k{!MLoXYooo;o?;BL^(q&)DOj8wyJw0%CdPYh_ScF&6|*LUmpc%$xk+G$fYH zTjPyNbG$xb%d@d9ezvnOK@=?qPaJ1`6%x>#von4Vfus*+Qxhu)=0Rc7f* zzNW&Ri(m9ixU-$p9PwD}Q@K1h1Xomu3XkM0;<~E{c)4M|KQdH~dNJ7(3 zQLQIIwIrg4NlQ>4PAW)En;vzRq1t=#%r|CW^oTdTDR9J|gL*$d`)kfvxm9+Y{5Af< z=oQF=HS^(e7v8N+?w$^JcSIMm>qU4KEj|e=Cc8maMRqhI@>rf@)16}-tw)=e`q?3z zB{=Aj9-Ig#Jf=Dty^E(k?qlh^HkJ=m8e1!k(aKb-QLpt+;NK(7>W!7=UDskBBr%4qbJ=$kT;D}Z ziE4keN~^-GQcRIMfABZys~+$WbB*cNKpACUkF^r@mT4>2)oC?W64Afm*?7N(i!g$- z6Jl>O>#C$ZI1f6)%eB@U=Xb^(UW(H_A2LfzOwPfXJg0khZk%?yXZskNzEf%2Um*(c zl`PGypiFkd#eT}6A;V_}$nesmiJR6gcinjaQ&y@ zT#ud$<$BHTDtLjL-J?K0tdBKBwjm+*14hi?&0-TwV;1!rJYomWn$ENQnQ-TjS3*N% zzejpIhv|iI=MTI=&(q{MYfW5#0hMbgR34e3R=0JM*^LRCMXm1CYNf>M6Yx@gC%ij3 zLoHw9tYv#ib9!p3-e`?9C(Di24b$}&9Q_>oCkr6|3s*Q^d53qD4(B^7oY_;y0y7ov z2=a3L9v7_kjIi%18Q2$Kn5%$1^i!d#cS(j?1*o2=m9Bbo&>5nv<3ACOU6rA3`4x^= zxkm~o-N2X|9))8s$M0zh$Da}QMH$!^pm4jhDct@HwF*!;QLAhUcWZ{ayW8yhb8aD?{Ga+ekVHi<_sJQ(6KjU)3Ntus8xWDiCXD8b|{SADA(98gkK-c zP_z6R#w*-i4Ld9uw#Ga#wQDYWCw|T~OZ-N-^tB9J3ec)AWz(u3W~fzwR*70!v}z^g z7--c>>OcM}L(TGQ6|ZoiT9u7h^e*r+W6yDY;`VkN_Zp?W8Qk}B#7`yfk0x4)LQB)4^SKtG5W}X&1WnrlfS|dUNCGrd*S~YGE!V0O6Xnt*p2V@7O>vZ_k{Q!d ztuoyxPr!ezef7rm&C(>(${`AGS&5Jy2SYv5qA@Oj*krZ7`*P#lXI;WPH-dnCtly^;3N;t(NszoLMWZj^FqHb~3uE2@^q*0|-Jzf%kRgS6Y z){6Rc3;rwN+RjjEeYG`SX_Qu$pxEWBuyW;ziTXaQA5?HTJQyy)8>QXV2Cxs<37-yd zcCqL14SxZaPvAMH9lro?D4aktY*7MB;cUSHIn=&f8xwV`*7o4jTD?`O?5~VYx3D58 zl(_Y5#3@@ZWvt7m+}KlTmDua0-HrO>3gE-O@#^Tf$ptJ?&}U+~nysK&u@>z_X%^AcQt49E%}NUt02H&Pumv@(UK=bmQE6x$ zSSz6piP>(y%+-1Cq)*yc7H2$3=^8*sHMC~l_4Y?qtpba*3M5oI%s4lT#h!7f7Khd; zAPi8$il1HTr)~j0lx`A5cq6n(BzuuMnzT)iLAXtFNQ``wk7)UKc*=M5Fge_kTNo=G zbgey?$1S-Bh!x?M941-gaY!yQg}H2?^uwF)N!1Tfru&3$c=Ozkw=&1mt&8eT1T$RF z97)u-%1A`IoxiGg{aV^yEwKg-FWLujT}}KtTxD$1B!(W2)u6ut3Ar#N#MXr9C31b3 zi{6f0_|R3Vfn0sOdq%$}X_AgvUq*uJfa*|qof^(pJ!LvtnggxA$eQnrw||g}5%r6c50ymO zE?6r(9l^JOSP>lo=ZdE%xPq%R3MigAEp?jJPcPdL1@{1%s3ceG3^Y4=z0W!wqDQ4~ z)%}HvOv@B5Qwv#-DP)O4!1{+D|l7kFYIGiM) zk12Rytfb&Wm+NAndHR)<q^Cb2ywy2y{a7fiuxX4lfmji^uCT@f?pJbf zSA{ul%ur@tZS{i~Rn#DrIaXUECXJA1Iuv%*Riuw$YKSC z*|1G#=M||umr>=J!z$8V*r@ET?4O#bj#gVUcQEDJS8mj1?ua&FHCRyD7QADDW?SK| ztuZJ}gH9akbM-_yWS+|D8_^|gar(;n1UwG}T!%m<`))ErzB`JP@AXu^hhjalh_|ED zXTgO_J2`!Qsa%H~8lYP}kBo3y{Y!LRNR-;rPu`MGDMGFOMMY}GT~sRyuzJp*Fsq+6 zlwPzMJapUih0xOfVy=i|yylw{(Y^kVYVpzb16M%TAKi`lE^OI7#L9mq>twu4bAUl} znSw8$j==+3w4JEdRX|gEX<;6WXtYdoK!XvjfA?JRzaYpnx#pJcHV)9IP5Y+G3ti@9^R*jm#SMz~N zU{CXf?Z2;{-icy(;70@1J{m|4VcCypLR=&V$To-8BHpuJWGhr)&|+c?9Pl9GU7 z1qAh{%kZ_9l$^VbGLZj#B&@j>I7h4n^0!668CkW}d+yChOBlA^bF0tvo?Cs!^x{xs zwfEZa_UD)kx&}(K*t;ik)HBJy6NnWt8N`_4=~1ucI=VHu?w%f1(A=1nru2PL&kFN> zMYWy=G-U@7CNR-x>HAXKrWO`5rVxZ>iZ6xkb@{ZXG$n$j%GGfhq zxXj=k%k#zVLh^jE{vVM*_WIrNa?V#a1BE*}E7CYRN(tTcbx69M82NN}=RGJA)!iXq zk)G^*M4_n;I(o7^9?$(|af-+DY>Pp?4ZbMA<0)A^9#v?aogTu)*zb7|>L(1)=J!0C zL*zS1yMz3mp=*uJX`}T93~i_CHRk=mCZRVKPI~IX;SG_y5XBPv3WV$ zIeQ)=CH2zF`3@;LcN?Xb^DQKt!pm_lW9h!m&yk|T*HNG8zK;5g`8vuP50Uq8!g-Oy zqN!Wv=Jww=v8xYqtMxCMfy%@PF7pJk;f{T|djXBY1?P}`iJ zsMgnkW?_C0wRUQA4$s6_ZRz(=l+~>ddKU-v0KaGDy}$_O_pHJ@=J&9>gVOJL((ch_ zxWBVBjlTnwyXof~iu48A^+&pcb2;)}b#U101kA3)S9&*2|ZY#D{jcZBal<(`N#CsPgZ%iMCGJ1FIQoH4nxR-i(jGgGz9`6}1ZG)xHe1 z3g;E;Sy84$3$e;BEp&j973z%Cl`>;&N6j3n`E7F%^xy*ja}$_ zp*|iLdMB6uC4`khF7#;=)mo+8DDAG4ThrhN954@~jE~nI>g))2&WonOI0f>|h)I z^(iPA)xXxhBR$}0_;T+&?UT&n6i>TqF{~%R7X|n`XIT9mD!R^-h#DtjA80kyQ5d6b z8nMdZ@_5qrARlNjWZzw)7_0*f`;_R$d8EP=rwa0puIH>dmy`so>GBS}jaZ&)BI$SN zZ6;Oi3R5OIQ?7)PEC$iJLl{YN$6RJsR+<~erRaP2{5$Jnmg$q5qdGhNWQdYg%qn&q z37K&%-{1rf~2!FU^sC1oc)bm;8`G%ZDx}=Df(ER(XH078V^~^cE z^C5|C%qyz(L7*uyD@w*8n5fn0GPW zu`w^ZJGjTZEUdoEV_v>#q>JIf$%u=W6yu-1rZj+pQ5|~iJJK1SgD>}P%)8VqPCDTm zS{B1P1HS0`m{%~g<7~gi$#~4W7V0RB(KhC7akxB-v^{9dTicd-4=Qd-E5{jtN4Omf zPnKKb!#lTMJpyMVUOlpUu=JdXv3d*6T)cXuwqxg@^sHGQxw+WV>6G(&!W9aJ(UqI% zzM0cH)I6>@cSDbJG>}$clcxe1{GBVH%3R*qGLSN3;jBSgsIS!ykoNUlwhnbKuf@fr zd7kM6WBhw@b+?|2neQ{k^nEJ_S>|k(GMi=F7TKub5l<&QRw_5$!@7%d(~dp>Y|;c?)}ywiROebR>b;{ho?A6ijs}L$_A8pg0STdZtP| z9_5RHnBq|uu(gsiNT8)HCg}jzTNGbxJp-vVF1-pAWM!hZA5xNTdF(yBqT6gESNU8JFYud!fiV09q@5Oqzv!um!?yCk@aLeoFr)Rr@V9|jk74))Tz64?F$|xBFq~5B zC=mOUpdcU?_5DOJ+YKQ87?9{G5R0k@0I> zyC?xm3Gi9gF3!MrLPz%JWAdBXQwL_+ft&A7h0+RxyFnnPz+L9e_Z`UON z*e~i^ebaA(iIAdW1w(zNuVARpmrh%@_Wyh!R)qa4tPv8m z4LEP%ATSZ!0zuO@`66hJXQe4uGf?xK6ZbylwXJ4|YHb6W62-#ACK@eQGpM!Gd6o>2 zC|5J+e5r1IFjwrL9NOO)jJ2)=h^W4uvwh!OgG$aF`@_Iivm_I>?uwXS#=K7 zll+U9L@mIXh>cIodoHQLTR? zMiC}3!(*YgO)bpfQ~0VaJr;_Xx~)MU;h-Miv1|nSaF1mZ-Z77b-5r!3%afp+3U^jg zZQBLP-SkrqMf$NDqPr+#$a>X9VQ-V3YB#r zn@P1P;y8R&AL7{jmb*EFZXzZ1(r=j|CFgFV^jq#m!YTZgC-C@kIRAWfe5h6%;+q`Z z`zqgtbR9D=>NDMkQJ*m%W|3ATUHf=%IA3zi!`u(0S*$&qKl4E#R)jxeFi04>Z8qi} zuE*~PZimOW5j5YLm8SGfury#dDvjP(zs^Kd3Bt?~L8q?Y=sI6#NSAtwP)>*nGjv=e#BZ2uab5jAKvchxlo2TTgX-L0*At5fP5G#7{MtU z5@JW^AQrs~$lM_yXMIAlqZ|xm_&rFj0N?Xu>ps>*VLSSti53eVw0)|NVE;gTUZic# z?A2UWe;_&;ZLtxrzCo;SM9Ygs^3doHp&&zBoVen2+W$TXPxl__>H%)}Ssb zmc8T2?%dr#7<7gS*EmiKA4(623e|`qTcQpF1m}}R>Aw66kg__GKU|dM^=9dZ?dYUfiXB3KUlu z{+vT4TLAuW28Bs^R!G;PLr%y3Hjy$zqT^ltGS#k&!i8$JD!~XlKtv_fXi_ z{|SZ%(GYnymc{#$%XFB7$Q5PMA6*DTCFKaY@hgR`^+)UJllJ_pE07$trj3}BUx^)7 ziWQk0F7HCZorlXwGa}uu>)$fn!jVFYjh#ysF*!0;+TEy6s-tD9s_8!?eArtoAJ_sN zJKnYlgu{?WD2*IbAS<(vDOfE=7>NKKTF7;%gwckS!Q=_y;XTFjQ0mevk#HVeqQlm> zlhXa|poxQbW1Upjg_c1W^WJdAi!4QA+)G7jEfw13 zKuiIc0-WiN2?pNDAqK@459Ti}t;uT=)D_O98yyB(i~r1}8V<@T2Bras?{zA27`n)-d!`V0;Gix-Vdn8j5ciRU+flqM4(2&{$Kqhv-9Z@#GhD4zTO<1_ znExX<7ADn+gh~Nv<6-EiI{gXEM<`{%f`2l`)*^u03zhfcxA@{Ec|wK()8ST|Cp_i` zvpC6>4ex`lPYaJ}&z3EYZh-_SH_h}%x3M!lBG0;-5o{tOLpoN$Fq8?XbODhe_Cpeh z%sNJg5JAQfBKFkj3Sobg$oshKQ6r)ONw{`a8M7i=t^i}JmM5w=R!ZFD*g~6rEKGS6 zPF9T1RD4!>Z?)1WP1mXr8Z!y=`%QlIIjqvjWi>X>S2%T||8F3zrv7q>H>r;Av{`}o zbN;@TloaNV2Wx4wErutEJOPb;2lGIc9#k5rHSKoqWutBIKN}o zA@~oD?n!Uw?fI1&C{Cq0vjcG9I6Qs*qNxVNu8fo+;JVs^!#&|hqTn9j+%(aUW;xyN z2#zs}l;~)NNiH^Dr`>|>1!5haCpw$TI`Z@mpD~M*s3f=PeG*%=pB|? z!~AR#?AS@z#2WV%11XE~cNrhxkoGW$6%h_<%fAk&3s&y-P>F4 zg4)mt0tE=p>(uVKqk!K{_gLn*q}j(O&1QEY&3^1ws3UguNir8l&z84CJMEIqn^&(Z z^|MAnTqcG$ja7$gaLQi2aeWhl_m82!46zTaoe`@vWvr}z`Vq-XSPA{g0pEidCt4XS zp&K_=fuy}t}i{7u7MnZyQ<~pnr)3~_(Z%pf&|tqy|L1$ zHCUfFH)ntujv)yao^6P{u*}*`KSoUvOrtvcEN4TFQ8~bnRg2 z0;tsJNVB?Uq&Za{tqhlvS4vCQu2s$oWj?1+AOaz)P*q&43q3XSJP$FK+Zk|bCf3zy zBvunN22An@%;jcX6=VD`!2adhNv4Z5eWYH8@szN6lUZ7#p$^XUN89ie(`Ue?lCE)= z;rnb6vUB6~QTAMJU1TC${6-qGJxfEfZ?^5+5Pf9*{KwOLW0mNS^gS;Nm1@Or8M|Ms zFEP_4Pl!Nn2p34mj+jXxAJ*L)HYaz)R2eaYH**jpolK!m88`S(gbjCemkqb{fDQ9S zFXQBd@d9H;@+;xTTe{1SH}-%Z3*ye!$q@4m#u525VabQP%aXtD0ZR@`ybdQ%EUz%8 zD8Cb~e7U<^`9cr4vLJTAVy5&P$U2X|62HLbkK-Q+KYrF-e*Bp6BYGZe=~F_?+MP~G z|IZAyx(&+k?t8p3*;goPb*EmdRg__~R?(%`xo>hij}EUUdX2MI?Iq3Wsi}ISHPW0c zH(EDL*IO_H7H@)F0P|?vx#5)!8Ht5=Nrxq#e9Qq;r{>^0@nf!0{3oJMr)J<$z>d`u zfjs!Cq53qKp;iIO_`VcO88dKP{aIc$1C1lwOgdkI>g*C zHBRO)Bm+VDGvV0n88{Z8X)n#DX|K*us{lUMoIYnKSWoiE;}uKu4q+GOMfIH6-%#xY+D z-V7X4qi~HxRs;_E@O8(uwPWO=#^DC;R-6Z=g-wEaLM@L0VoIoGV4OeGq^)>#gux)8 zMYgSrALUwvLJXTg_XL0ln*T)<12j|LT{N_9UwwHJ_+FkUjn->>>l4$scmjXbD$@=2 zA7A&;!el}}CQ33Gt|Zopb`KLi&KYYk!L_+8U|*1$cZFDn`hc|e!eZMicLl9M!dm0DoI?&-R$8`9nd_GMS>S}PsRKiBY+3mLPtUR%_BY^PY-yZtJxkOCf2)*7 z$6;0QK&3I%S1Mgosl@pa6!JTV`mjKpK$a!JJSs0?U9|zBGN5Nj4i-3o%<|Gs2+hJ| zVmpUX6I%^%j$uU)*7L->{H0yx(d)%qmHkuY8jJ9f?_i-~x>lAu0pVV};EiyHWr|mz zphlz8oT_s&kb;J`Z9TS>zl-NSRjRNxq=C6=Dtq96NNv!Xo`TFotf}#&sIS=gomAzD zmpc}mOg;KaPF_k?bo_S5via6x;lE7rJ!>7ieN3DI8O3lSH-abC00lO0>S>F{6@5G|V zs-vx)B`~g1d2bmO$9GLYdM((~*yMUEJ$_j~G?;#n<$%tSb+9Tf4%lneSFmlU`^Kwa zB>Vur70OwtU@u@=5QtJN6ZDNE$l8mqLRUQnH6$g!Pn=S_CV_8SMZPILp* zT#%O3Pwz?}ms*(Fs}^a@Nb1WL8r(~jJBsa}WJarJ17YZnSn)%*eyXHp97A%pgjcs zgs5bP@@XzAdxwG#U8NcwitU6Ky(9TP5>z`9^Q4wXJY_msnq$7>d#w2mx}hD&&w*GG z9Z08>T0Y4;4pnp~@Q%Y61}@k72Cqa9y_PQ3AC?RtseUFYZpoN@)}OnTC4|93MQ1~0 z%yypW8p`HsXrDw9+R_Cv!qCobNiUju>~P649;X%YiL;ZI%;o&toOLk@hHx`$ZEha7D3C~1=3MQlQf zY8NpF-=}K7#Z#&SYI5`u8yEu|bVK`yX9KY!`UuVyVPm$5@P|2gs?xiTcM?HUc4E{a!uQ-Fz8=*aZA*2V;0(o?hoE)d3?p;OSn*00&(w4?S}r z_W`ktwv@5)n}O|IDiTt77J95AjJ+q^&?NI4nWBP zRNrR|aL~2#&;wMz1Y$h_s?TzuQlbAY0#!cECzau0_#8k|P{{4u#k0kZRCVro&`&KtVrizJsongB~b27l;)B1&k>|QnnG*=Qt9mqI~|RjNOi|A0N6(HLP7sp|Ajsq&>R1HzhlGnRD=cs%z7pQXO`g!`^RT3~zI&XknGv&^%*4F z4QPIt3B&=-_|R3V0nKUFKff!vBOEc14uyq(@|5WS&>X=0kF5C)x}m`QQy^9ZFn3!2 z`~t^iRdnlgT;7@?(vS)wNccyJkU^gP#_fq8^47#WxB}RB=*`C0!qh#768x!1B{&?a zUW5`PjPU?9QG|kkTG0I4V4kD}>enq>*5mk97JZo_dNn~~4b$-JPQB_mJhe_NM6G z#>)<#O2#&6x)(>%O2#j8r{1}@|DkXbwRVt(i}4^+8OJadAEtIOj*>xITqTmG={?N1 zkgV!x9G2)2wVZ$Sl<#m0a=07cV61S^wQ|$rZafOaif}g+)_9QVOWf&Dg}G68I@V>} zFlP2vL29vB>=RMU*{K+R&=tdJ4}Z$18KJvGeqW?&EVz%T#+=N%L{#pCDaR44+lqJl zQKR!ox1jDysO!gqx$5YyLaG&gD*~$DrT7;# zFJ?52^c^dunx#{6r=Hya1-SG~ea7@`AhlIdMca#o^i0v3!E*2@+RZ?$2t^BEok!EY z$u+GW+(M7037QT~TO~Cu5F8Cidp&A_aKd#+Q=c(aTZXEZu0*P9Z^lx3rfYu|ED4XU z-4Dcy(6tcWd6ezjT-jb5+(eJE37TBlLYyc;Q=V{W@gn3=0q(P(@}7`!7E8%LvRdqK|7W}eq}u?!_t`KB!VdYSs8P%S~1l3N4+_$;=3M$i$V{pc+^A8HBJsVtODyA z<{KMXisfMy-!kheHE_dsVHrg`&msCp{6d|E-~uDl+`l!cCaU1zK%R53IyS;E(yu}V zv!>qT2?sFyUb{~*37LhjEsnQnbIypPq@smyO9oH2e0<;KNcDBXI^e(SSV7ZoKUUAj zw;s}lBx~c|Bz%jZZmteT?*rRMCQ0~60Y>J%laVOV6nvldbfc52G`n5Ay^)Pb3H zV7k2%Q3SgjbVKK=`hi&Xo({Dk+KLUC!?@z$1<|6gU;i3Z{Rs}u}FTJwm&?>-5w>!c{?A|+L?j6 z#3jl!9hX2W^5fD8$Qg!9C*mE$C3cq|mmHO|4&4k$rbBDJ=`h#fpe_!9?{rG;(xln_ zNwe8qNVC}_8p3hnPIl>(+=1E%&t7bY;!@K8z^LRDD+ilWZ;6NkQiWf@O?V+ znt*Te2{G4;@V#WD+ja0=V-}}?@4s2V_i6A&X7FV>FqvC;BnRJw36^Oo$<%miY8#a8 z!P|f1I5bS!TcYJU>44oe8TvUS)p3CVfC$J@;m3;t$xcHb|t9^7?#1|{ZsJdYs!`>Yw;)2$1170 z*x*MZ5Kdc(tAPky0kRo1wg20R)_2| zN7Diz(X2Aij9q}Az(l9x1whocsfAhM2v@V?0F9!oYHQ#*EYwAmk|c3_3>m=!w2$Kz z3((lrgp5=cNQYi02v)##7)Dwp8hOSmCaKtWu;xPAh(lf8vr2)sogCApG zOo=`#!`AB+x`&JP!S23wmGvT+UQjq;L*IgqGJKAuALdNp>o4^t-=Bfu_K?h$zJ(AY zF&->{uXVsjF4T9+(N|%`Y~C~NZKDCfpGg0yA_W)r5a-)C(A+N?b?i-hO{?4O9vNzB zbr!vKq2mS6KrTn@2S|^({l(slrj7LC$xOkMEzyK3Z^Wc6l<2Ua7;wZBpvhG_dRNXQ%0U?y~9sW!g4F%`Z+QyPMc zX_e~MT5$xvN${JgprKDeA)x3!)L11>{=0=kZOaPI&Q>?$tl$hJtn}8D6}UcvqGkt| zB27znAm3B71Nk0P8uEP*Vii~U^P`0<;R>kD;6c-62?IbZi!6aKN9eBMFs`0SleqG( z_3nfqYJiN0=$f=d<9q=%&>9-Mpv;gjMD1D%L^DemC@@l&m;!?1gn@=Osu@DiW})tp zFuW2O!4ig7;T205*wutg80LlUBtf=d9@-2EPXQs;}bmJZhIBct7m7L9CY zk91XQn-{?&ql-rC`02bwn@bg3&{Y~(#P7rRdSR;m+9d;BgZ1H|<$b-;S}u`f)OSVy zXjJ`KA|0yY!9O56lb6Y?%aJ!U2Rg_i1lss7I~s4XPou|bOkvSz!&+;w&lHFXmbaz= zMZoD(N1^#Xr7ad$!94Rj(x;-9Zh+t31 z33!ki0X+B;Mk=_CQ=A4L6C10Q$Ac%aFMJ2%zR;gw4iu{d1c-jJpi%uEm`edI{?#Z$ zM>I4|G~-i5U4Zdz%MT{q3moyABXe~!&JX^MT}qH2*f+zg*}-gVswF#+@2S~=e2)oQ z+9^()>NEU#(L!!;Ak=2?o9S|cqkvczxq-wQp|+;XU=N|T`+0Z4VGAMAS!s#JnE~pa zH3oL6uPHMK+w~X4MtxvhbUU6(paxH!TMBH6GXomaC7BvwH0%}>C8Jda_e_TS?6aRc@hV>Ouos^^2t{LjxPsU`zrEC_DY=lHd z0JV=muv>^~v@@Cb2&tJ`l#f!1PR7Z^hmdfBWWxCQLp6{10ur<25%N7XkC5*%85=&E z_=Ga5!<0cB3$J95L5PWk zNIHfTB4$yTL!1qD3u`px5YG_E)=7Hhl|%d~jGn`Wc_$I##lk;#7V+AN%mL z1*B$bQ9ep37#!yj&qKmlFNlP@&BT(6_0kbQ)H_bwX?b;4RbqF+fPWpyt0X>!zemxns+)8zWGm{PrQC&bAo0RGe9w7kf(+-;WLVT z9F4bFz0n!&s*D1e-|md!gbXr@LX0NbGAGd|V@BapHj9@w%F7W{9V?J*Dp8GgW)#aw z&D5fNlv2wmPDjF7WfZHCm?fi-@2MGue9x9qT<*_-7BY&>ko1ul(VoLdWWZ#d^FQL0iaF92yEwZ|RuWi<3%i=@5e3PS&dQK8bI?KE94$TjV?va*g9Ll4nSz}h0MVdnSuw8#7cHt*8(d~G0 zfSNZovJ^-Xhw?NYQOvCeBP4KyeEtU5`xgxA)kz`zsiqLV zA705IgclzN;SAFQc+Q$Ie18GdDXh*EzMm=(tVDX_6}~^h^y*(Gc<*mRcWCH-GvPhO zzzH9^ztquqpD1Zph3?4wc8BgKWe~c*9@}jR-9?{_p}R}jEFRGnD413^bPG(mk*G#H zL-&VC&D5fNlu|G_4&6V1gcF4BVvE4WYIP_+)=S+Y@ZU(xG7vA{Q)74e9v_IudMKuR z#h(K$48(sCYV!*O9l`r|fmjy7`xM3%AwtszM}}G^d7eBy+AaMlKg}wx*bRF)WWHqr2vySdZ*!tVsSkfTv^C_MDMfT3Y=gA@%!Qx zi{9DQgpA%7iWS$r!|daVronb{w7U6&Pco4_qxn5aMIp$kQT;sRyByWi*GP1K96sB= z=zgwVofO@lWs2^PgjX_%?#1VKCOylqW=xpZcFqp`ecm$UCL(h zsIEZ66abwgFy?Hc8tsh!pG#_{7UiRqg28e0zYPf|i2lXEJsi+r5B^__v@F5Dd`}Jj z<$HYK9;%^;a)*EaTZsK%2DSNxk&f8^bwDhO*nf9qijbcv^gmB1=}WvDFNm5nKP0*% zEzvmiM@_TFxGsw{h5li?#(-!XLix!|bUP0Hsd-Z)OMxVD=ucx4#oT%@^0JWk2>ri+ zoM55<7x9XP{_JW(hWJ?|N(N#5Oup`hu}hEU8DqjA{%=sDus2f>f1$vxCrMwt zg7`(yjPkYoSkFyk75E1n4q6-;87h|s;839Y)=~-n9j~{EB+NXH_uE9`Qy!2}D3Qcn zfM){Yiv))zk*eAmf*ee0Zn=|j2yy@tP7s0|*j?Qibo28{yWk+!p6bBZP{|&SbRu0# zI3nLu!x8x&Q;u2D*{{4x8k!vM&zBZLlZ8;5pPO@pCfz_Ri_k=4kRwc4EfjgacSjsy zN=WqBv_#`D1+~%Yk6l)43RA*%?F&RR3sWcrP(!rD5w3Q}VG2cG#Uy*slUT@mgek+w z2^OYQ@QQ^g>}o=WDGRrhYVfTM{{4*v@rrqbQYMmT;Ib#FNI;+dP5PUV@p1@5-y@#w z7NWRR*K&wuZq%!jVwp=o1GO*HPhPhnbmg6a@8{NErPmjIOVrXmpHI_|19@oj)3Cro zJ`B3qr|IuW(W+_FF{FDjKggM!=PY0|{xrR4l`pT}ouXA9pQabBVh$H&O4JZ<#`sCq z(1J-uUTB}5IW}7R(p>elik=Ux${>suqvO~_EX&6|43EJQYtS=GX_IkoVufY1r za095^K=0kK(#uUZ#I9nX%fAc&r}-Dh>Q(r57;*ec5o( zfibDqN%BDFq#}WFDPB1i)==juyNX#-GA>UKSBjkHb#)jilPx9wL3xg0#ptj5gA_ch28!(r)-4AA%S~=CC0Mb~Pb~AdcSDpJa!Fd8P#3&2zwE zccgC}XLu2ER~~0zkCV8wL9~-9lm)n3nJT$euTC0XC}uvq@H)M|EQc3f4dhb{FT6EH zt2~AmM5}y<7e0`pRUX3&qE+VM1-u!9BvnHT@EGyfF}%=R^|Xp^gjQuRydY-jn5pWc z3d|Mggb#G(kA?O8atoBnRE@NIi zHNx9X+wyZqTdeq(dOzxqp*Ft=z%h69J0O-t*rqW^D4=PHOGzjoiV)O}8S~y$Stx&V zmGz!)_mcJA__*(C-_)}1fZ8&X^}#@FBFK8rLZ@W(B$9ART0_=!d2XnE-y%i}df2u+ zx7%NZjDAX(Se)mcf`k*~xzAMKkk5x-1fO)ZPs3k`v@L0`d{2c^`5v?M{USFJS4++P zQh)xmkOf~1wPj{v>w#DnCT3)k15yVCq+aCR89~%E)*BK%KP}NXDMrn-W`8c_HYLSj zyG{h6F%cp?Sz#7Qv?vlR2}!ED7s-Xkf#4LQN4<6nkXEEi^16EYV* zZlG8%_VP)bPSesrvR&v1(-U1Wi99po4yl?D{M4m{_aevTSW$k7IJccdU#W^&!^HH* z0K7%7PD+!vfZ}PD-UY8@kgMz?&I69bJZ?A;SY}h0xjYQ@3(GWRE?Wf3-A#JtmAPC} zFI7hI)8l3MeE29XE)>&<^;)r9!Kp?Rc?a7)w6zTD4B{wsf8v=9vaAJk^R1xKXq$Swa2#Igv6B-S`Wpb??AKlAQ_ zBLoVG{!dz>aR`LEXZ7_i8#RSMVY|KvL^BJ4sKHaSv&1N_cE=$Q#cRa?d(abE$a{o9 z3*G^oU?I>#yka2`yPA+8P}jy{y??M5R=5lnM@k8nBpzvuf(Vs71EIZWO#<=sMTskr z_i`|#yhxyJB|hvsl#)IkI$N(!iibu`(*{#kS1YA(l+b@&;uU(0Sxy{W2IRpl`>snY zrD&DM#DQp)@5I4qidK0{9EesiSIebJR1t66RMCP>M(A@)9W+-zt)gYnstm&M{dhR8 zn6N&Hpx9~{l-~}ma0KO}!tb6zSm+g$pQ;7r^=e`3V7Y$~g6@&AI!4{_hlS<^SV|~h zb3lo`(~}{(@G8;~>ISup$q^Yj!iueeXLpjSfM@H@BWsKYFN~13kKSn<2MgG6+N983 ztk-MZeUOcm`nuz#ktYl+Ty)~V!eXsf+#VvBx=1g0E7s59T1>jk2+7hRxwnyqQl4nD zEqlsMit1J);P=LL^VDeyc7ay=en+(yQOLpX^pWigkvrohqp=DBEt(2UUD8>-7J z`u!LXlcL`#tRam(YNbu3ZLpoKzg!>R!R~_;E8{zY9&E;&Zi3=syxQu33P~I+(9-~Agb;XtA44R5!MMMwV_d{Ei)Us z9*9Xcv^%yVjR_?iD}BDOo)PaZIBX##I+T`ZJXVUjXB`xDsjq3QG;G(EKr{{?{Uj&4 z9ZwfigQp2m3T%nTN@*Ic7+?>MQd!7*jFr9%Il;zC-;Gyntdw0%%&}7H6*}ixhD*`y zR0rmbH;yunl~O8s4we>ZRh@Bw(#=*(&I_XkZTz&MdcY7a8SJSyNhtpP;( z!PHOd)y273&kZ=3x^gxd%V_MQ@*!kHa8c4HJA+G=N99>$!Yug)Vbqg)%cHQ*!l>YC zsMWbG`x1D7C#l~9^3Zv0P_{ejEtBP>ZW{mnCPk|}24zL7di9sV=f=pRC`@dwIPh<&3m(rLCV>JV?XSrM%AACdXoP(W{!B^wWda<^- zR3C5f1~Yd(I#TK{Zz}i0*v`z6?cIEhz&IP%Y0Q8h`T?6@vjvXs2%o}6blC9IUeIv6 zTk_UHi=Qy|RU5Zn6)E($m_pku!?b-kCKlWWWOj&-o*R*D4jx+DAA?q8FciK&9}1@c zZCah8VyzeqZyabM0Lh%_qiNO34Ijz4;0t}ajQ;E1go(!6^S4yKD8;iJz1s1$)E?*00Xp!|UeAqb3p1EnYt5Sl_ z=YkEyL0Wp_74k6UY&QydoK30%d8k7U2ZUqc@_2THvdFXF=06a@*OZ=2i4gT%Y+S%=K}cPU(im!)9oT zxMMSkoUZJK-HxD(Vhc?iM)kokSP_T8maSXeyLiF+p@C|BbiwN0;SGHq#mWFfj7{a* zs5l>kAH@Od-Nak#&ViQ-=VNh2@8S)83pzTwx(bY9cSiyKW6-faTBWe8u+0yZAZpm~ zvL$^5?0{$}ytHg_-vaDUrFk1^^SYuDeH~T@+QHN??h|-11?!{%%MORpYFIIwuiclF zAgn+egS-Rj%79^wiSKl@AOUQ64xHT1%+5mB7@jy#;|)MeLXFe|Co*s3$c&DF_1r3; z17#LLhmSlj>>;+@c!t%4Be^nsnyuM5RigL!i_pkw(f13WnLMG9dwQ4?R%nBqTCH;7 zAPXc>9?Vh@i&pr_c5q6tYTS_B2kDO8z$vbqiGeUMBQAopTJE!y}cGQW2qz|Ffg< zKESM@1#%_A#V%T@i(?tt%1hnKacr^}BjmRb|L*V>?aAzSf?iryE^4yhL&zSZnvgP= z_Da~Y=M?4ty{RHd&9D2qotuuT|>p~r5ZmBcHQv{3X8ip^c9B3AWMS1KK0sIDINz= zoJ+6)6`4oW0vq<#tEL**>(G5IxL>3O_f47|nVvdjIv6*UE0r_};igGjA2?cX!6SJ* z!80+~1hr*0oKOd1StJI@Ip;_l?iBWc+7QC<-ip$ZaWI$Kq%bejI9S-Gb>3VT9eotc zkcWlTLKQp4m3fLGH4coH!nwxQYzyXI0WG$=UuC|ak!&^UT}V>Sl?{VycRQ+0U<|&4 zYp?f~iz7{b0EkJ}kmKOmD}}0~kU~{gXS-Yi%t*V#W>D3H1}TGUjk?f4=BN3trajrSOn2R;P5-f8Vg-t0Z)Dx5pdokiYDFaVdh#^ zmhkRP+ZK6vHt}GE`2K8JItY#8*+d@@4kO3Og-!}@c+&EjYF@#tI8vqk=jjmm7hY6uG2!Y!Yi6Vasbp*dj}F<-EcVufL;pEhiFj zX+%Z<8TMtpw>SiY;-$@q7uGerMu`d%rlrkcyUququ~GPWLqR@X+DrkPVOz97G6g^5 zrOk8!lmeP;&8UUESlT>|ukf|3&mVk2@Ihn)Ti5&$Ua@t}>}o=;Yd(IY2EZ?EUuwRx z`55EMW|dCTwaxK@T^yo0)VdmN4!zUZSFI4%zeT=9IUcLAkNR-hN0(5&RM(CiEr zM~bzLnnVnTcj;0M7f2q=7f7l^+)E_y629Vdg#VzFwk49& zt%B=_inad1a=p}FAA@yDWUMBRm{_oro(xgjr%68&sjUn8O{2GW3zq$nRFw+)V}z#s zR}mWZU(-FV2p!ud0@%l?6(G5C1n6xc&G3w3&=@wt~xs4_lXX-791Y&VFK6^u!0(n0R z)%--fF8{O^h*{R+mo7 zTG2z#y|y?sR;Ta3&oe zh>)~1IG5gO$m1=cJ@QclX@rLK_<5umE%!Jch}n*W6AZ*WGJpQIc>EJvw7 zx(k;TVU9_JDty*SoOTpXEeW$I;0w`W5nV;k%cy4|e0B!vK+#lILwKJ@@PMgAz%S2M z!11uqOMx(`EmJRTSO{<0T$VO0q<#)U$Uf?qIyiI>5|^hv;;$X>S1AYXbF{_cMOqjl zdNX5-g|0EGbPN%_6NqIoM5HmuF;H~B04Q0$$MJ!pM21M2?@|QKdpR;R(O^^P9X9wy zjPo96b}jM8i%2JxiQ?ePsAS=QF0+ZIXha$HRU}{u@-&OtS4Xm_WvaD&H*Og>R_h4z z_Z>~JD70)Sz6&b84b}ODUk*$8IS`X9WlHMfy=3kSqI)$3WG17;;Xkk2Jj)7e&jW>;$huD2B5RK6f!iwZE@AOMcFpgAFW*(zoi7uR! ztuDmT?h+*2Jlc&ycg=pjNEa}bM0PV!*i@?y%W*FCStn>QuC}Ch;o=PoI$(zKMD5Xa z>{-4lNbFZ$cl?G8h2!AF3}sy|5b5YpOk9tz38~Pe^}x6@X=XE1#b>2?jQb8pX@s@Dp;pBSHyq8WXL7V!^i(W$E@nqpV&c zA)4-LQPv?2o=2*whFfK&=T9 zr!91iA(KOIUJb;u&>LU=CDy1EF_OtOglf9Zn|WGjcqJpDh4d#kb<1ScuyFKNpbtI( z)zD0KPSYBwT0VpnENZEN>;dl9sRr~|+&Uf=D5sK5yn&48X@Q6XiysiK@|?Per1wi~;QMsB_YG zH%_!Lr${9RmT0k7U|QvsOzpvwsX~4GNc5o%ZfE2Uv9g)(wVS)e%8cGZ@GwrQrXk^0 zk}7T3GjzS`rX=4H=mNG(cH>%2ghNOAb4bP^&-m_es4X)XS^&f(7)l-AX$*4U(7Oc= zJ(IA_uS=Ri9^}mxK_WIt)W=K=G6k~4>jCM+Ax&XY5RO-y(AikU@YuY+g?!T0CcP+6 zwjQt#uh?o6c9m+iNwg9mr#7rWj$k1=^3?bl%`OAM zJlCOIY^V>`wnLxzwz>tlJWKl5C@i(Xz1kzifdTmP;sW?6<4~~<-(+0CW;&(CEOV6= zh^MYwdQ`o%t=?Uj%NW7=Fn9Ta!qS1#Xg{!SbMNR#u^*;aqX!FfmoMKCX3-*<-$Qzv zhLqb;VQe9#?=hM;IEdLCmd7!g*j7K7(3X`P3k>Fq@5l7EN{eyckBf2CC7$~k^|Wt??l?Z$a)5e!kV8 zpFS&@?qw=x5sWd|(o`;9$@C^hOykX-GFn)fV}6Qphu$LWc{E@4JkkdCOylrrWsG{C zu_XMFFymYKGUMxQV8(ReL#*7;9$@TJC`mhAC9 zyF0X@fX9Kw(}BESxa|)o{6L2=iBeaF(z}cmh7%x;%9jmCWX}dm1lr{ct`igsXd~in6rWGAcvw0SiW;Ld;Lna&3L?yvKupOkayftx$$GZO=_`=g8 znG9|9jTx(wRvXu;^HS=R)NW?# ziIwZZ)XJq+xjbU0qGhvC%jz+nY3gQpz@m3|B-A_goC}xEX<}# z(pO>S@jS-ckuY_yrZXw79D#G?=NIPBmj)r?oe{8|vJXBlAP>M zCw_^itcf2NNnPUS!=xwi3%H?zJ1)oCA2v?1(yE|qn^+Z${_S(mq zK9{W?$2&eg1BAiZvg)-RA9&L`LaWZVb?{X+sMAre)S3Pt#Ju5E?hcPr5A&p>PD`-T z!o1q|SobY-jTxL{{mUiZ)F z=R)j=-=Zy;j!#-f_$@qdL6*BiZGIyh4q46yVp+&i=8dOFC(WbWbjdR#?;UE^C%nx< z^ex`3@F*jpt!!H2@75wkRFU?iSP}Jobo;0kMPwM(IR>t~{k7JJ6oMr&)}F!?)Pl8m z(`GB$0;?ogyE^8M4Qtmp>df9gFJj%d&^2<(3k1ERE zjf!Q9XFK95A_5Fwjk93)A}POkz=#VPvc8$|(1NUZ(^hLLWPK>+hz(gkiZ+HJiv7} z5Vj5x;7wbtslc@}=7|kl=R4}OfM5&YdMxX{g|08So(RO+0j?hx;3~_`0Ipur^8nY2 zR3XX$Lcn!(TV;7+ma@DuBU#G4ae%8yq$;?&z;BY5eWvbmi0L|Ah|s7_4$mGmf#g{+GuP%3IRdqgL8f+BPy&?l0HJcd!Sx7HbvwVr~z% z<4rd~aWP(PcpVgL;Hn|>#{n##6uv?h>k<6$HS6Rz<+qp2pJ|^sw~BtQD*An6(TCIS zv`OIr9&A4xll9BEdMgl(-4_gP<#RCEi~LQ-6(7WF&u&4&l;@_kXZC~1PQM5~iNp@+ z-&(~(cT1b$D^GASQ0|B2+?CCR!BTniV4Z!#dTV*0K8Vlq1@+O&X&xf9M2RFS|Cuef z;!_)51%&;A2cbf-79zvbYat6^Q0KffjhxL8ZmD786XXuz;rp}YVXSfQLBg$Qob)}T zurKQRvE(0;`aHHqKB+;XPWbUfe}2eus^=LEpM%=`6wNUU_bnhMMX9OJXpmUra8#cW zA?l|I!~8lU$j65F32%OAhKG8WiQ)P9IMIsubOyRzhS@>1aXJOz_;d!k&q*<`9^43S zA)oYghP@vGOJS!o%)%>nIs?0!kf$>&5BHw&#nSONwDO30WWw?9Ul*b2P?5&Bq|)ylCA3HqxY+mK$TLyqXjHqZr{p}SZ26q}!7 z?4`E|ORw^0sn5v`moxpd$R?To#V0ph%7|$vH|!yuU=uP?Kh?tY5RW0{JA^m2e0fu8 z18>5$XEvo#?=y~sKN4oVC|_pW+y-Vui$!eQ&>mpyh<+vfxI15dyuJEcsx*EO~DmSV9kGP$8DyWvnnvhI}bsHawm^8!Vx96MVKD+tA!=YSkS9T?%&` z!?tid9jXFF$=rZ@Cc}L;39%Ee*d#;^9&a4Zhi>g5hkka0J@5z*aKMdtOIAdOo9Xd* zxUsf?&87nbJ&%iIat=`m82m_nio<2+h*KQ+Sqv-_NPLvTR@gsS;72)dFUQ_g2Cj0c zfdIqPr28~$^ob4RyjtP(mjtK(NU8!(t8=XXKF?tk5B#VUT<2HN36B{MgJ#jS=(UOLl3J<57#u9~PTCm`c+(oksB>^h_7%S@<_@n?Kf~eW zjyf#?N(=LDFJ;}g&^2aLj(NA&01BqLeMyb*rHbS#HSr0N1a zHlY27qfSdtTL9X>uv~!@F;XpIf8yQT9)*gjV z`e|(ovOEH6^IPBHaGDD$V9 z;BdLWjv8@6L)OcfI$Ah0f$P^}p4h{7#M%L_-xA;|%gz9)+Zc%Rgr+%jqA^MwT*f z9N=masS2(xd1eHzVKW}~W@S=v&FTP$<3K)EboD>L;dmsM2fi)@!q)LuylJa76~3;B zxnjfDm5w?sIM@Qdp3S;%q3esUYk*ig@b%jQUuD@D@YPFt9{4(_3Q@)og0DeaWw|L! zS=KX>rOX=#zM4d;;;T!Z8R2W#jCtOyOp34nKEPohI$~TO(MW!P!|VM`%Lr#eZt*zr zYnbRQ0XN=E>=3*TaCj$DmiNWU2NV!cdAFkt79f`$g!cgs4>E>WC>wd|2*E!L#3UDy z{{ar)5xznetKR_*UNTQ}fWy~R(VLDYAS&=gYbxM-fWud^)PNsS4QSf|4kkq~1Pxx& zPIZ98)2g_QCle5P|FymH{!^Cnp7sc_`1JBNvdIxrP=RL@AcRC;;msmTfZ)@vLNd0b}Yw---z(sY1B*siO9XzW5E^~&b}htojq;%Zu6!5yzXI~fT#UwdXh zz~Rg^2RKM;>6OLst&>BjxpVj3;A2PdAAaVJ9eQwKwhWB7mY)ZN{bnzPR>g{mGDxqO ztb3@2Udl&KZXl5wxkGS!bGAH;m2dzFx1xm7(E?##)b(V^&vbY`wnmO!CF+D9*ZcEB z4qZLZba)=r=BH?m!1YByObT3cKGWg*B5K`680Oa*VKuSgjd}A!Gd$G0ObpM*?TJ>z zXFAX=GZfoX5RT7upu3(F1B1O$)~+W#)8RuXPj;rmhw+M?>AVR#v8jo=d z!Evg?m-V(vr#k$|bgIKMteQ;MB|4rXj_kL36Y@OQAwiGTa~)1gt<)h$^kW^!Ck{i0 zuWmUuKExM&N=>5s^=5v=uF5v;yLvWm!8LvASon)e-~k@WP6hIQzEjh__)LdMj9B~5 zbeNMbZw_k%Z^GjlY$~JPXWA0}NbK&ke3@}l8<-It&S2w)_5fo?^ef@VCHeBBrw#mw zk7lqjM1O*DB>tJOq?|8HN^M{XJ+(mvSbCSS!f>X;4f(R+y6oBD6S>FuY&p}RxyRJ1 zdmMav24^}PL62Y1qRsI@Kh(hyc7&%o%xOZlbDry1haZW2@(Uzxf$@*z$2wdX9_zq+ zRFKYf7^zhU#`-O;VI4XgI#-w!y}HS+2U1`X0_=M2jnE^Wcv9 z8Km)p#3wS4O{j&=?&`*%yAO^{?<-Vm1^%!4*vL=`1_A5y`sT4y6aIaQLq|9W6eK^z z0d^L93Mi^XiI#$6Q88>=Ghk;isVAbsd;=MNBH`e1*{X58VyqJggL`GwYezWXP3tJF zI^~w+2!}Ib-q@B9pXI325}vd$&9;nn-$K_oKSl;yWG zlBLWW2hf^CssgP`o*4mc*o@n~S(y}QvpK?Hw~sk6*6#?1sYoghWStCztsyMlwAGpl zS)UPe#D=VgIO?<@U<=545bM5$t}n741H{^atiKk>D$CA*tX|UdK-Oid5M}fr$a+Rw zWqEp*vb-Q8S<1X|Agf8FDzdudnGv#v&G>t6$ePg+4#Tky>U+t2k8r5@tEmwhw6L|x zG}1CYfHyM**PCOW*ueExN1YZBYyn(f$hvQ#YviC~eBk9ktR3L`8v(Ae>E-ws^BLY1o?85f0x()v}Gk z`XAx&JtUV$@cM1WNejN>OdwfU`7b@vXQ3_SQ!Rl60GEZgu`!zuaL#+cZ7qN%+nmr+7=i{bX{S2EVW%o?jxr;razJN_2$l*c7jejD#ZCrw8w37<_HIQ-Mn&!Lk9E+*!($L&c$2E z|B%*ZVvR)Rr`Je!b_434m)4OJ8c2vn?hqax_?WEZboseYB&BKJen_|#?UPPd2>YTg zBujpF!$NG09JET*2|pJ3^FxkVJY8;0?U zo!!8$Cgj--$CWGPdhga!dGlbsb6%m-bPz*fxKtmk4$K>Gz;3S5fpS-+RNq>yZ5i$2 zo6RH=Nl#{oH{!1bggz9$Fg)*uaXeFKc=z3QiyUfaFo)i0>?PF&TiFC6bp}@{&%yHE zs9WJvJkck22y)$w;_@BBE8)kHH$h?frt@#6!u_Y95E}k$e4cry|In+8xzh7A9#5cd z)}I`AIk*WJg$%m|{%#l#96Jc&O^~7u=gv;v2F)0*gJx&2{c*OgI))98L|EY#N0A*! z5_WHDd|CkQ3kbu3y|zt_+OE8dF92;S7l+EvDHXV>j25b!3Pa^esaPv)Di!NvwbE#z z*xz5R4U{XJ;S4J5_sN3pdGrys*BhSTgS6;8*d3xH;6nJepv zJ3jw)&>9LuG4WL&uu>QO7UOJYI2wFG@WrUxUy8cTu6(-vkDH;5s0Gn!CTf=(v*4Se zV?(8du#2x=s?kAv0VX&fyNzsbdwXXsq%43@$xjlG%2S{Qn) z@e)N!aX<2C&`L)m4skYOvY*B`rj1s|YW<~gF5Tr*IG&#ge^>1moW=f(3B)b~tAn%Q zr`5qZtXzsetb|M9HZNemjxmW`$gWqh@*-CDuyQq&!NpjtfnwF9;1d4lQuwnvxQvx+ zS@|ryF*#Tb;?v zuHe6`SX>N*ZVg7@61sW~{OQ?eZm<%5Tpg^yI?lzShEI-SaRIw?9{zYf7Il1a#^4P* zf-$^(Ef$x-ja!2?c>5A8w!)7)f>m(2BiM$|PYNz#|2Pxxo`uEP?BC}=d27&v*MloD z;@J*QuMVCACHU^=!Jq5KgXi-<*YiIw#IF9|L0F$KuzhgulSzuV{sT#^PIe z;|VN&aSs$f$Ktu~gJK&NufyUsP>cmTrf@AoayuBQ9gNHlMq&qh{Z{tst?ad1$5?=Y zfd;FbnIRgMx=T2U+0?)U9}eRMBLFt0mPY|A#-Xa)kz@Np6BW2$HN^x1z(&S~<=7m? zhTq~9V*>-ILvMk9&cWghw?Xk{ET)e`u_qR9#$qQHXWa?KN-Pe11rapWtZn2W_n zUIoR+vDolxC^lm8G#3BBV(7I{T!Y1>;?r1s_FYhX0gEHw4aHn6M&1j>7#2)HYoUS$<9Kz% zLr@%z#oULXn1jUySe%0ep1%>Wb349Nfu8cK8Ff zb_f4+C;#(G{^!;F&wuhiuY*5e$*;#hz#aG#yb%hpP{gKHdyL*Re(8Ad7Wiocn8hz| zj6j&=E?N-Ty#n@+mivqKQlYdBugdj8y;$2^suwE7;Zk?u$a=NbKUgS^lnVpZ{;^^3 znnes3k5uBt<;@8F@cP$UNd55o*LBfNII};F{DOW3%()Sto?`ea9*Ni+2>UrirrpKH z)S=R~rJ?avlNwX%+eg4X&UhjCapEi+Q!w-%Uo}}k#xFny93gH&+o0WvgQuSTF{%0| z7ubTl1UAoKU> zFm&223hXhbz)tuV5ZHBj3G6xk0>g-^MS{WRQ>`s4yVYu6(z|O`H z*($Je{{;m0uDk^HpufN{18GrUU&BnsDzNol0-M(?8b6YsW2Hv%3!A+MQ9OTB585Bk zOB|o|7YC+jEsDc%PP-Jef6YrAOPaBjiKAXCRz^pvqopMSs$5QPMnK3#BB2ZDXL$+e z$NmDs%y|L{Xjj!KmW%A>>rV2VX$H@j?4s5n5M^rYb-Z9gKO!X#vXj)exz6{ z4lDEF@*OgBct#|Y)9|X*p&^`{;Daf_)+U}2!07Pf?q))M){t^f3u|%hWZ;9wV*)Vi%;xc ziYhibHauLcZC}nc3MXoQOFPmypacGcG21n0NsCuphML+DAA|QN`glAm@;A$k&S3J? z)>U>!e|2bUd7wTxzN$lTYZ8#<+lDD$kTZ^^I_>Q0l7^OI(i{Yo$!5X}A zh(mzkk>$~GZh2TcO!+Wyc|BthTP!wsA;D9;!{aX9A*$;i=rRM-qJkh^O7kcZX4om( z@Sm&=K4KEq$foyMH(tfNk<_$eq)P57MV;}S&zG}mb_#AD3QEKUcxT#H92Ak@km=Kk z#uR|y(RfPguaUEQuCqBmfjV8Erx{$vJGIqG#dM6Ww(Rezs7VI@8C(k$Fda0kUutv| zBa9@ z^$x+#j!u}V+f?2>4XZr0@ap*wP<)f7%*kE%DYdEjHxMPQlGM$od`cc?RfoNrV|@he6@V z{7h1OIyaNLtO#{Es+f#W2b!BpHU3I`t8Eaq)?0lX5VaAAwF*&3$`EDYS35Ck4Py}B zBW=Mbe8eWP6jl{uR2>P+7}diX(-KBq$otb)jJheSW~bn$icu*@#EBpe&wNPO6Txpf z{Y}zD@M}&go{69#hX}q36<8C&nVX{QOHBpIt<=dN=1s|y!C5_QZ*Ae6aBnR^U+peQ z3_pst<_EjRZF>Tn;>7U7I$oC6)qd~wD>(*TDT8RI)V%c5K<@Fg1Zx(ztRB0+R$ zTE}7NU^GzaafHQT=JtvVGIX+?!THcRX(>x%PuXFFk8!-Fw}`lZq)R1gv;|)~gSAj~ z@GL0IyU4YfrStH4HtYC(y*fz=jshjPO6is*n;{x)d4_cKDZS?A9Zi3FNAr%Vhj-xj zY+;NblH5gb3WqFT^}hN&clAEYCc+;HD`tG!-^8zm*0|;&gG-`AL#6V1gZPF#l&Nuqc!$sE73Aq1n)XLCsCPjFTZJITlNf^Vp8|py zyTm|10fS(S&SVaAuz3&RQchq)E74lg3~Z(h6zfHM0Q+<70t1@=#VZCh>}o;+%`tQx zQK6HqV<^CQh%|-(10k-pM>(R*fwXzigjfVNb3vEn)Og9drAO6E+v?qgxvVF1moF$R z9Vm_V_l}k~_p-V8?n3lPVeazfaMBOA;!Zw7B2L94#yjORAj!xFQZNb@D@~YG2q|)c z@NYtFPX{r}I7_e$>Tu@V$D>WL+y~ogRbgY+rRChmM#Og0+bS9DJTTB~#-0j#JbgXN{OV02?yfXlOF!DwylcBIEm+~t3ZJy#Ody|GTClVQVwSX^sc1Bx z{1@;bt@`BSk?FBd#(#!B8Lu5ac^(Ipza{m_ojDD%EFQrfbZqrhcym>=`7Ht?*Ew2c@fw{$dKlTR zS0@4gaRB_P=bgMx@}#~#@uhlo&G6sHC%y>CLzACYJ@qohQ!k^Q`n4%qHEntmPyOe} zxr$c#^6LH+t@4N;M61}G0m_tUA>OpvhK61|MfVLknrfa_PaPVS79|4)k2oyfcm{1|BG9HGy?HIBb-UJWQ%+Q-4xi)wcR*lu0{2JMB@FwgnV#iMr)uRbb4&LOK zdUcXFIX-J|vioQ4C}ruLk2m=T^d^NjnVq6l9^OQ>%GaA5k)l-|-bA#@>`m}y&fcV{ z=4tTvGiX$9-h|t46pdTG341Q|Cd)uX4sUWi_a^^Kn3a*XyxfgriXP{ok$6}E<2Iv72-iQ<71XA$%3)1 z};$>2dI9Ulhwo!&!q+w|J9Oh@WKK7|9hIYp~H9EfO@uLBuR(JBuIB3i{9 z2#A#EAl|d-paqD0vyrBHr`2;cG%5rCp^SWoI5X}_MIuWLJ;yttEe_9d689W^gpE0Q z4qA!oIlzE5MtXaWk6}NU=XeyanCDL<>^88kn6E} zk#C{|WG_NqBUb!vqJFvOB2VbmNuH$J;7O*euEHk-qOSS^3S0Is22Q+NZ(bm!VM^_>*TUu_m!%M?ymE zHuNiVK}-(6(#`$KR|z|F@+-6w)vtg#YYg@FE2p4RGQV;vUNOJIt|p{kSzIrT);-;d zYqlgNm#0_hkgAE0R-G-m7}+m775Ob<$(P`h?aNMj^y(y^az^$(WusnUmOkZbAfLjg zjHGClhffi$^7SdtPthum1VyyU=2P&tO%pB9NSK+EN1>Id9tDh9W2d)Ac>w#tJj&bfig^@vH6cC9!b&fGK{s)d zLN?7QVFxFbrze>vs<3*I$B^Z+7YW}W9^?~5)pE~DKBiYEd5{$b57Nr`*4OpgvUDF` z2J$J~$N!{gm52Kft@3przfI995BDKjWgOqadpY}#rh2D=-G`u28TgI^%)sCp-U{tB z^ck~1=kysXxX*ZmFfk{eK`T*x2AHqLMsJ@n2YSnW#*ui%dSWniC0IbMiH`64lp$No$Pt_BF4-ez5%H zm3YN`4ZE6;J$SAfO`k22!yBt1dHTN+)2}^VGF|-oZ#~8l* zK+pL|vTAsb$3q{pCtfih!>%TzkAX2THe-e-d)PCS!f>fRSRH`yeJU2RRsA&^4 zSUD6LodK-q3x9-^9ARrDGyx@zgB5Iw)xiNUmvMkOoG?EpfT5MB00R=%*h_-gY2484 zdlJ@SCs+jgEWBdq!mcJHx-05*1ZIyc%!)P~~;l35F`K$18>^>}o=y$})cH&jm1dS1t~%#pQ9UZ{6L*fX)Y&-_Z4ZuOfKKi3$b&3zhakq!YOp>1}PAntPo5^=TlV*%tqgw?NFY#lNYjGyr-#G$I3V zKUP6ztF}AP-m3f|{C6g+1VV8~l=*D#4<00nl9NB6m8kvzEJqWEpFj9Jc7pkXf8Z7K z2kdG>`hyh~rC3?5oj*1-l+-Pp=I<6n4S9Np`As^P$VrI9F*T1Fwm-yDhJno$xA9O|-}1M>@4ngr5V4;`hS`xGM1fXrVq>DvZ>s*OmuL0|oq2 z*Jz=-sldiw%9YK9k!raDKS5C~6bnmM6pFQ4aeEgHA2XpyaN}~)y+om=aiUf@n$dEHS3rYA0*Zu{ zQwMRH=UGaV&znC#_7(Hz7drV@Q-h`K}f$dC@VeKn^q7$$TJ*k0p^YP5dA_tG79efGD;zDbY&mM-`)4m_%&^ckTCU^cLU#c% z_s4~Hu-jXUwaWO8pa(x%&W@bNkIM3sZ`Qz7L*|VDis(bKQrOVP4M~>gvGWQ)y#9`+ z#y~mllDX#WctCFCj04j|Q@43@ThLq^Y42u6B1N;#KoSbxh-M7{%~;ZN?vYkUfWI(F#-CwLES=IR;jxCa%KdFIm zrQpw%7QFwVP@A8+IlTXTAeM#qC(LoU{{im)4<;P*>y7NOndTqh%@EE0Q2jEozZ5{y z9fb)rd!p8rf^huB9h%>&b_OFk7V6@QJ549bH=sD#5a!i*#fC81)r1_vJdKa?t%X^~ z^B{Wgn$GHKI&MkG<~dk-gsB^G*6EnW+RyN2go7;TFg`&rZz~GAePfZMdUaA#F$j)N zUCblrs3DHGXZq?TdRwy`i`)U^{SZ@Ip%i})?WPupS;iupib?~U3N#{vvB)Eh1B28a zT`MY$N*|6o9^IU{d#G`cd%h8(9H6&(d|{1NqT)SRizWiUDXR}-Cm7y8f>#Xh+0}%^ z`!fx2=Q&+ zZFVXRW# zRILpc*d`~qVk2HKb5&>4Q}GxU44U!LFuW%Y0)hdwxq~prKQ|i6;=={&Gq2`{*S`uY z`r-Aj?xJH}2YwMO-!JNPjh>ihvW7X^_aij{+jq@O)_l^8M40O8a6FSW7YR2XaB2Mi zI+Jx~wv3NQSC;}|P$%vUG|-Hd9&96@nXDI+YBGecD7DUHUAYS4 zT6D;li9;@6-AE^_5t%2i5r9uC*J157x@nx0if6G(L#5#ot|}4JSIo1+r}s+5{=s-z zL03mdJdaf9lt#c=CH1k9p%TuCu^R=L;$m}YqYDcC)mp7II#R6+u&S#X-4$i1eiT+L z;Op2lJ_}d6W~?{_Gj3I-xhywf^JLH@o~W=EYfa)USt443#M!J~CwrP*Zj-nWlZ_|Z zf^{&mDlM9b1kf4u(L0ST^XEqbP?l?;AjoQsRwWT-SIU}>;4P>}9HjL*!o5ffBO1(& z%#7Mjqow<^)%e(l-3x@RJ`8Wh=1lEO^I`i)t1%d-qn@erF&~b(!=2|$wip9nqP_lz zqkfC0X<;_zVa5szT_YemJlJP|SQZ{kVvWOrUBexiEX*FV6r*KLCy|9qFEa9TqDOD? zmWkj}Z!{Hi7bBtJ#B1lzk6|ZO%b{=ASS|rdmo8-ll%oIt$5c9nRWt?4Vz_)1LlXy3W)S5m zXcwFsTZ|D?;-FJoY8Bt2mbJ{^vW%`@!<24jM3%t-ylJ!NmN4a#m_yAlg6K|!J&8o5uJokWdc)d7V1eC5Z!|?!zPsP#VaL zY%fI9$b4VL*1*ke>=}9y>9YBHcvu*UKF(uvl0N32QfFhJ~(CksS%^ z`9Lg-gf-#(_4B!+$ns1zf9;aF=Bd-oUyG&|ytyr4BhJ$hHmuo-QDB0EY5rO?YfqpV zD?QjoKJ(Y3q?(p}M+~JSNVqwaM$@P2PRuJm`2XwtwX`@c>HKxmU8!mm#bT!pL);XF zOBwA;{b!ple+jB>meb`g&(^?Vmw6iywz^Eb8KVa^Yt3aQpDw>A<_`DO(wr~}N$+#i zZ*gobILtRQR#@m7@z>!n-wDLBaF`Nn1lpTUF1ViiOIetCPM5p%A|tmddh}v%nFub$ zvp}~p691kq$K!nRT{IOAvl*whQcRbB8zg6gA0IOnDiMR;6I>>&vf~( zk+7U7kQreDd`~&rVCi`a!1qhW4hvmh;QK2O%L4caa~#lj1BX6Yq!VYl+@(ty0j22w zSG;AI6ezzie|{WG`cIcn;Gj~Oop1ch_S6W-vQR_h=HZz9{aOM`$9}~QjXv<90rHVR z*cyf6&0GMv8wn=^vghO}Gs- z>0!=u9lPUYdPx^E#1r%Q-M2$wqqlh%#~ga6@l3fgv6A81Qh&W#a~y`Ur~DH2(exI< ztDPvz_N`uci(XyKq*b>9m(Yt%}=q+j@}|HdPHw?ma7;Z z0`h*~=vc+@z7~jCRxvacnT9KOK_fC)#c)VuzieSr7u9da@&&5y;kt#x9OT>!7H;K1 z%H2c{KviuE7Swr#MwyLz*Xm+d8sAvP^qQTN%XJ&Km=)Qnxm_J=2Dguv`$r4?07$U+ zthhxS$&6>}7I3%wXm#k?(ju`Lz8A<3z_$2mMOkLh#(Igx{Dg3d`Z%9JRgMCbd7T$= znf!><jYD63iN9%(8*3S$m^#@mPIitlrH{kYy619SaLBY>zAyQXdr&3cWMfs5Emw zLo>stxy2cuASy79%<;?RjpM^YTqb+DlgsaAoYytliP%7F2Uchk>-84o(6SV?JZ;yu zhJ{GGrU^ui9>`XWOh_Ws=su=KDUc*yu<;ge5_|~zA=siP^xU*NPc-muZ|WMO`{;>S9B;=A|yD`rVz(e#KM@QgVI01#rH(R=oYLuTDG$X|nt7w7`Sc>k;IxTuo(XlqRAFblYR8dJ?{9jQdOGtX1f%|< zD{Uk^i^BRG(W;)z`bWJwDWiUkA)}T~sfs$M=F_HU)NI=H409Cn4Z@n)Uz5RsnOrm0 z1Rk06UO?Ut6dalK%od1QGU=wG(h%n<5N-yU^igZV=_Wp0ZPs%~Ds5K#Fqb|i0eN>a z{Thz)(mOs04j z7tM`KG?wVjmFvXW;`QDn5@m~`f!A@}QDw$XBGX@dM2Y&=VlKZ{o^ zL1tGIGC@AMI5JYI46Loe3Bg{;@o|piSf!a~VtkNV8J}i$nD-g6#VUea7(VK1;7o!r`3;9G(m|6LurHzH38w=fc@y z+`O7LLDT%D(C7>>=Kuv9LK!)bCKOqSF9#V(xKU*%@Ah)S`J7ONR-&Q`h*#sSAF9-` z6D%kk!z+d=>}o=y%KV{fG4ZOyBOI85bn--$Jy=6=jc#vbY&xh+Va*6_k%ct;Cjuxh zC3?nGpjkxI3ZT45uTBD#2MmBRmGv{i6fLl$x3$2I-sXWF|BbNW&3e0y9>x? z7TCSE1!9)KuBliwAh-z{kpal=rywNPSqH>&6%GMb#b{<2^Tx%{XaT=?s4U`nfWzx8 zMBX{UE3HIpNz3s1RqOa|PfWUTN&Xyv)K8obdyu5J8BWUHoRzv=T0?{xoOxll_pXF>SOu zR_iZ~bGa^u4FQZkc8e9ec2-ab-9*YfFTpj(^i&uSE6tUQd#ijV->hE zj$jpB?g+Nw^OJ&$*gww1yJul>Hv9KEP~IB!;Pv22-2Sm0o?ab12TE9b`8@b@-FWbP z{^xrB=Y{;wE$mNc@Ow1Vr?8m$Nhqda@qR4cgT+H=iSNha7x>7}p%@ExNU!c-ukB#3 z>|l@YV2|z?V_7sR9wW{S3{58358gISCaW7%@L|QMsR=cvmPY{v#%~q6ye|+|F?@>2 zyn#)uo9nSTtebnXUSl^O!Yk}%z(D9*_}llfI1h32A}rp8#rv`N3l_V528ucs+p+i= z7Qe*e>d!*akHwd{PyXk1@CWqu_4sGE;0^F6 zcq0_o!3QWV9S`0Dmq6!U{%0rrSsmQZ|M39(N93A7N=Koh2T&OGS4&fr>lr*V+T z1^8yVu8m{0&86Dt;(;h=WnriFDH4cwJ^^iFjXV;sFnWo+REjAnL{_e&$LNF`=PlX{ zr{#@pT(q@X+cG**>@O`EsP>O8;sC#>I99I~N6LIb*rE~My+u*?U|ZloXR6|fl5bVI~&QhqF;%4 z&)208RoRkw&(#SBC*yBSGBZFjKLSP?72RW)=9fSt_!Sfa6Q9I?v(=r3`Wshfq+Z>N zPwZZb$~ZbUJY1}8U(WRn{n2k}ry8?5;J>ql0j}tXmg@w6q7O!EjDo*eZgd8d;j61H zGORJ9zdE$FJWwATU)3RaHYxg;>t>J-^daMVuCmp0u&qCbS#ER&b1ZkX744^Xk8I~( zCXAS0SZcAwuIQ2Fed|M`>C{d!J0&H_kYb>I5b-5w4)V!5GoyykuNU2>+fp+lZQ)#< z7c(vJG5+|3NAzHgnYGfUf$A_!WsV2024e1Wb#7(1w-#%a@f|@A$k*Y%E{5BygEjb2 zIEJqJxLBBB)*T%MnYaBz6u_Y87RErflwt5fg0^_a=1kR;k0w_%6ciQ}uNip&2{U9B zZFnJTgO3meO_tZNZrs4Tk<{d31WS(Jaz9v|4`H|;o}%3!B?uw1Mto1-iKv;qD2#1|FIX=qln1s|7SHSGIHx)c zdm2lH#VZQJSF)|ccmzlxe4m{Yvbj_#)r$4-Yuf|Gda1rQZ4=v}~|CGyqlAvAP9?74UZjR(ly9 zXEJK+4xV;m>;*d3PIxzpD<)zndC)i76H1DDY@uXlkU=bYbrkr8Di*4!J)~5hgvhe6 z9yEGAsx%b+@IO=P_0o*le1LK(z;B$JNyU+#sPX4AkP(SL_fcC-!_YJEc|Ra*Aq+j8 zX^>9@;|N190AikDXmCHmvlMZ5+R_J&Yr=!)5O|tVH4HpYVJzcoX!q6OlS&gGwn}x3qf>X`_(`eiiPTWV?N^{0$>Rny!p2bx zf0e(wwSd>--pb*?>$`zit9Wf2o9&9YwX1OYWsFrEr)O)yC>0_;n+r_88wtxW{Swxy z6gU(Q8N7&hEE|{(#bgV+Bl~C$(@jYcnEsT5C(pC&Q8&LY zAo_T~Xw1eCs^fHQeVmWMjY=JhZBVShs})WdU+mqENJUi${}rm34B@bb0W!fFwf*1t zD`E=({tIulaRB&VfLN;lez+~*7QEV3@clE!C=TC?y_0?_Vx*M|yzli*1>S$`EnY1O zf0B1RF}yFi%zJnvvKR*HX$TM~pMzZROIaO5sX^PJ{BUT$-)bm}&?X3!pAbPPj$+w? z9Pe@%cg58Uy{JX1rGoMKs3bBNPhoRcM3FA^SELr8c%`@49ZB=2h&0_L+_#mBOb?x9}zXSvwzd(1^gt@-b!(}v}|>?Qj%sa=1!wC7faSHJ*r;X z2B(kCWxbrcd_iI9KxwqUceK2@m#ysUE<}$M<}P0jizK-V?&Nqb7TyzW_?j-XxLb>r zCQK@X6gffoHzD?22QeF#FM~Q^TviMXO${v}y`sKW!NQiL~v)6m5H@wQY_4M#n~Qi+%4XEV!*- zGggHUGmgWii`#KM`3zV=!cmtu*(Vfis%PnlS@tzH1p=+M&jIv?YoX^9oBm^CXZ|%Z%iB6zOcG6uM=Weo2M46UpX9%^@O>+`{=2ioLLkr(j(g5(UtOVjVs) zv=P>>K~x`pZqL4Uxr@;??%Ah3qZ@KOV*9DQhA8M(BC6m)WT0#X;spZo?<8ENZLw;7 z32|qW9m9TuYW@@yLdws^=h^Dux9inO+H@pHS6tg$bEl`;pwH-bxtfaP8`T zRR{x;X4_W(1xV2MHVT_xd&{06TkNZ@gk>53sA|8}Zr3 zMg}kpTgev3oQ8o;*qW2yV03f!8@vXq-#7-jPy7adf%uKN_>kYQUMuPMQF?Wf-jn@aKuocr8)5+;fdr z>D5U-V}ZeEOj;ZdV)%mK+w|J9bQn8NQ0I1JG$UtWDWMXNj!*gMWLxUrg@1-H!5SNsI(cKC_~+*jO5*p`#8pp~e;0t{AT zoVTy|Bld&&ia+5M^A+rBLi&ouDO|-d&0R&#o?>^TZ*>&2zN0t__BgT8+4xBNa*Mt6 z>Lfq0IAcF?q+VN=e&TQ-pTbWZpQ2SBenPa$*H0`@(JBu=AzEeh6L`<2gBBR_%_^Ge zomS5bXjBG%Vz1awFjFv=Y@zfVpaH^Y#)$*bn9< zhVhDd33fFhy~Ih?O`C?wm6C5#F|WC&5R~)GE2f8agxP~SjqyShft*=HZxE+(Gts@= zlZ*e*tCO6@$%d)D>)?$HjCXcyyb6O3liuZI z(6kZ*3tKnnqfjZBK_87*%%IuTgf!?=uZbk;Ytaju``?&&Qj?B-5}rkRC|y?)Z5o1O zH0hm2hg4N)yQ*EEj`EQ0T7HQb_A-33eTIFSUR}(GRc9Cs`$Tvn1H;}wHf))HX3Lhj z6`J-MXothJ&)}wgGU=bowABxAKEOYkS{YbatksI!7Zl)F;IZNGOtjI#;z+4b-P8?V z%3VCrUFc-nGI}AYUw8b51@qw7CHU)-1qE_L`q$zO_|ysb)CsPquTgQZ#l z>MB)6;qbPuE@flFKTp$tc>O&zG`)hzD^X}_9Q+ZQVOr#P7T1imq$Y!+^RWvT^>~dA zRWlXb!Hil5_X@U`fqNCN7`U^mRNx*PIf7k2+qIT#19S0(_5|~-NH!^`M+3YbfIfv) z5W=+zvZe@wi3-#(^`K~(OpxZBiH!=WmY1)hP%naY0Lm_bg zC)Di#?(?~M-az`~0&edUb7Qlmm8fP5jBDL&--`WUX8QnMF|%b?smwN3=iE%T=)EF4 zk;xXfn$$v%plS4__$LB$HibFxiLUjjT-;d1f_PxEY%4 z6HvFqWLI&M{V?fMP9{q$QB4*Y*Sg966#KzU_Gfs-OqN|uNRvI@e+xx|;md(s&2=)6 z4-HZ^*4@6R7%M(ZOm#9o(Y_Sv??kOtjf3z>+pO_tcq0Q-m4+{oUuHu^?u2G~05Ha3 zrmMM`{)O}>Co`p$7?{?&nI3~`z|8bmykcg`t|p|JE~&$DYB>bMNH$l`$||rK>oVj# z@vQ7|VyBuCUcycGRMMxM zOqN!nnk+D`b(7tQ{a_~Bk5|lO+0}$J+2aTDm>3+$cVZC8hX$#7*5@G4Wn-NT4-->; z9?>(V0#U}Hc{#DRBS^m`ahqP9WU6ZoraB65WMHbYXSGiZ0(U|)y$$MhnCV(>remZ( zIhiS~L^V@jTI*)|2J8nj)4TABnJK%PkY;+~wqBe_@b#_DClR|i;XJ+TG*Lxpma56V z5BV>fZ1@5(+Yb=E%iV0>qgN-H?G*;IeGuNrz-;%4=L|x=nSE@?rOwRga7-;!5E`dyxQmhVvf=W_iP@fj z&$KVEU8Gkhne7IH+0KVIGB8^yujM>58!hKhXtFDzZimO+z)f}m=~GT7ODj=L78uvM z$zG2AU>^4hykaKHt|p|(o+F*;A0O!NYs05BUxQ<;Cr_h3z+7W!$*PrCP*}2+Tiz#T zKSFdicW*tUS0|Z$pTX=m!y6fxeSCgtmxZfl9I)^(1cn=-bq-+Ye1oiU9+=nvlS-yj&^Q%kU9N5cmLGRpC>KNnl~PR3EGkz}Z|UG{*$3 ziahb)V6C=Jc6z0B_^yHpjoI2OQINoPs~PSScz7Gp+}z<|r(T@|5B*>{>fxwU83&?H zsfVE|x7FiNmD`LZ;y1#ENA-3!8%gvz67>-vZ-73>k}d6Qs`yCMhgu+JIjXX$STtyP zGc+Ot)IKC0A~7hk8LzsDV8Sqxjtn1 z!1CQbHL_Q`I(*8OY+15wX{EI+`4E*)73pa+Fw4|KYDumsCxB|Z@u@b zx(YPi;G`Yg-j0nRxV;0<2yW?YO2X}m(m`BX+Y)aRj6TV7^90QCFcn&^W91c+egdwhG%yszRY!>^h}dNO8+v$m=7^c%pGI?*sLyqF=HVZ zGmF~mwZ#ao`E4V(=C@^VEw3>)JZ;j|Nl)&RP<+QcxxdL!ScE6nRxAco{5}xT0o)D1 zr?0l*$m=Vxi@kvl9^IGYBj_=SzJI`kofG= z5mY7nW{>a7p|=_Kg^DO$t*fo}*b3jD3D?xdhEkJH@S03#Hch6z$hxtn_7$#9?%E?) zIK_?!zTO*`+s{RGE0FSybY%4cL;IVMz1Dn$wfhYFe7(X#v(oD{55NZ2y$_>U<^+Q~@${ul_`xS6+`reU5pXbw8Jz^|kAMvV7gxzIl3z z`$S#xZu88&zh*Qm?oDH-tKdE23tnKH7_jGrO_uv6D86GI@mea(*!XKk^FRy({CkQ4 z2RH+U@@2rTE-+yFP-Oc9x2XB>KNJ7``L_N*7g|4ykTH@2+HK;3y2d#1ntVC&Sm!wr z(Yc4Z4t@?G!Xs@9QATa&K#S6Pr0&jSS0d9r_fz1%YG<<6NjkvCyP8$$YC2e;*KftS zn)+fHuUK0hpMd?DoMr1Am1A&9_cn_-hU~bsID4x#XQWgq)!=$%#A%F{oZ(`l*t54* z9d||>jfwio{{E42W3;&k<{XUoZ`w4tsefcsaof5LPO&l^`3ODX>af}b?S||Waby1w zV-Al!#jha|AKZoLocPwbw91VW+da%I?Jr`;i16B zby>s#)W6K&;dHb7JmZx1&C%nO`I?~JR+(YS^rm~yh*AQ#q?6j@NZoJG1)CVZiTw&H|5*naFfMM!|pG7^TMr z^Z3|gzjT;pVnLmcO93`^XL3^aaa zmYrwB(!MEr#L{o61a8z~Ml>^;OWm7BNE5s#eK~lTG3w;+1igVoGPen8=0ovzxaYfH zMo@Ds6=noA`~y_oo#l6l2_c`LUYai(7IlFQ5ub~>wxaW;&Ev$Vh-a7rt<9Hn*L8t& z!9759HU;lV3)1%h*^w^;?(7N!vV?>6d>K&f1_Rdli#-_{5V$8b04^{Scr;%IJkk{g z#Av`e|DIximJoPbz6^MC=NS;;D~ASAevcH95NO-`8?}88+>@*cfnTGG<0l00UpFBz z*L92IzAJk`#wg!so)S1+2l%cG-hK^2AF4dKtva^9R1Y1g?B)RFRcYzqR{XayO5DZJ z|8p^9L^$E0TI+}YpGWf%j~@f-;txw=YvV$HD{iz2=Uo?sz@yEx3|PP2abA2kniqzV zrVIUFCe7-v8R>Q|uo3!m8`VR9h?F8|PagVD|1M|;h5j?}j6#1po3f$*CF8|%;vvbi zq5^*`Bx%_11&|gyAk3Cjx&c~2F$l#C%o2Ctf3w7$bZa{uUkt~?Vk6uit%|$gAF%@u zJMnNg9`5n3?ZUI&cqrmw4<5GSi+6}2I3FDC85F~C0v`ElxGb*2LkaJQy>uL*<0u`= zbQE;lN5?TZN(PS8{}uediicaEpu=JUPNAvy!q4Ut7m4+7aZs$oI&Q>64WF#zVFTT{ z2`}D^hX%elcl6~)L=$iC$HO+baae4@+qdH309-sG2H^CFIEc?r7n|sx>+$XyJlsJ4 zuZ81bu^G=t*W;w7L-6#VxDSqC0WX1{2PVZ!<leq2%7IO9)65U_(MFr z?`v>)4<2^mjh%34iX(v+j?lwL=)oiO(2=Hi1gJnoqr%A0&~(Jf@Lphwq8}h>_=XQ_ z#?4KpHLF|)G?+ZBboV4ESckTm5@flV16!zBHzGOIte@Z+HcQZlAfLgeejX3+{yRAQ z9v;s5dpKNxhu7fYxAB0Ru?yP69d~vXv>`NZ87pX~S=@P2(1w+`Rh^(6?r^^&LE9wZ zHY$R4U%_1(1a0ns3&0CnHy+oQ7PKriE?FyRrCVJ6QqZEAxS*b(b@)c`jF#qlJD$;U zFSuNQpj8I&Ghabp2jholg1%S73BQ8o3FEN3pwW1Yrv-)K*ewd|O`D=c@)eKCpU2?` zH0U+*=Lz}qr2KiE{CU0nc_aLQe!dBRrinMhk9Z3l9)NIh>!f%JPNAH4%Aa?`&!BjZ z{O7&&j|averAt7Agn&b+zT6veqagP4JFVlH|H}O*?H+Taeh0Zh1Wn@ELr|>OGetO3 zp~0k5P()3sk58Hfw^pec$NdMYwSBZ%U;l7*sNOHZyT90MRErbkerig;>QDO1mEqFC zzFHmfZx2K11JE^eeiOB)K`^aTWygCBpPo3`Iz@HJoW-LX2OE<`)z_9H8|`sZBo}7S zw&osLXPrwjc!P=Y&rEK66=xFT2hD=TyYL#xVlK$yqg)exu=}g18yX5SZ-V2Wg=>lDbx3`gd?k2I&(JI4Ss=G4z5xG#&3+Mn2F0^*JR-hC$1l_ID{ur` z{wn?RH8|ewX2w1a|47XB+ub7x`&%eE+EMujc(E8~EFZy=Uyg@ZE<+z@_=r7qUqiGW zq{Z*WxL_eBs>wFF%FbB})=@8M`s!U}%KA^HPIX3EpEnB*G-v@R>vzD;Ly^`(Cw~BC zh#$g1Vcxg#e-dLz{jI@Fn74BIWh<{mjfeeE$BVT?t0f4c+wAn?*6fKxOQ5k4-!dox^uyy) z&`U_rHr)}WsKG^;BtNM&uU6VST$Kr;YoM^!9JtUpG*Oyt9fNeVj)nhWwUx2*P`NRA zm~I~^)+&=n#AYN~bA-e#aB)yiplK*7GoRGH_FGHpo}?(^G!K%bcV$yVYbJPW^+^b{<&f|%J^yxgEK{C`I^*J<(Nz*8XT+BB zDD<+BJz-&sKfgke^ka{t5SLp_hYCms!y>0SLn=_w!=}IuR=KRw&8El4Oc-J$kC{%~ zQXJY>94R?#-9$b^SMxS=3H}9JX@{|K!Kk0P`A4(hKooTbH1XpR!GcKMfw$(s&_=Bc z0ps0}KRsj-Y~L{BqY`A7^IkzH&0-sn%w>H=QFIUzXx$M8m4C6wBSde}NPC=XvDTV5aCBHpO= zO2y}())?J9N9yLEu-3%rriB}>YW3H*;g#s)UcfTLZsqWunn*g&)6s~eFs#=3O>76v zqxu$}(L5?TYd?>Q#;7UNMheYFt8+5Qi|tky+B&lr+mraUXJsrSB^x=`GIr;uSzaj2m~Ml=o7`yqx+AUWwjcfZ-bK zvv%WNjqM;e?lpKu{RN#($^N4EUQeD$It-q9c4uw$`Gq9yF?_hhIXh=@=CU3Z3N$97W-bNbh-O@?=q|N88NW9)BVOr%<4MXZ~Q3~pQ7LRR0^sr z`VB>uZNKr=6jWLC8;Yv%egkjj+;6niJOlXN21IqB-#E$bH-d&6)^P-F)a^O`3uuVx zITp*F<0;0zxSm7*5c|EA=J>=Rr!u^xSgREe^*S(DvpMcA3|${BPL!PL-jzK|oMpo+ zodOL{?SjB{$I`od7sJ)%cy)QN!)^rrTXr`-wE~}75%*N^-g0_pv^+9esyR?ssZxg( zto!=3p_>1HNPq6ZcW^i91tzaVpd0EYDb4UFS@>zoB~mkf!Dk{b6pe4xbpu6C{z+8oXe5!jP=A~wJzB~sm3(@6^;f)Re_6eF`LesP^hg_h( z0qTwc>dT}#7Fe6&fI9hv3ByczCAygcktp3P1@bm%miRC;$uXu+i8_)jS)Wm}x`0Vu8Df${@J0tr z(*1m)4;Ts9;6ki5)#+c%j(iBUqEjgJYuS7RRU|4ojd<@$`rubWUMy5z-Q_~cO zvzX#=zNQGpyXK~w;yaPI%oO2aW{U4-`jopVK4n%HFvXQ2rue(?Mkh@XxfK@1%zzuN zDSjC0j4{QP(iGpy+LDtg@=A151cqfd#ZO~9$P_<=XJm?WHYH85(8%hz$^!E29cQa5 zT+`Fd@;k`qpjo;vFw^`V)34l3^EtD+fN8D@G0m^T8yzrB&vA9R7G|CCP;z|?bJqIeSlyfWSFoN~eVJLK7yCp^ zsIVEvTnfbl)j!up4BE}1ydecu7U^h3m2EnDOA4wi($R`4N=GZPGF`;`QMwobL!l|U zn32r3`e)R01`ySOeqz2G+Iof?)=_vi>h=^Bs6D2qxL!JQXEDa*)Kl zCi11&4szyRhG*1M(AkviDSG|++(|l%h*3Ic}6a$K#BBIrSX8620dD z^EDV~-E;gqwu5?(|G+cqIp}Ok_8iO0m2#t89NPtpMh?SSl~%?L4JMrNQe(6_3?CUR z3ccTF6qRQ;ve2llK)M5%)Zt2zFkqYXU5f6tO`pJ!GV=xR2C zh3MbR%_0tXjoPGrx1`7K|Bn-nnI3J*veI2Vc!Ns`2j zR2xpV{{_>T848Q|f~l=o3<#MCM05ayPj~(H5H$|-;6v0|A#&@?$fCkF0`#X9Y?LCJ z%`_kpNY>8IUpPSr1;~k^u@F>18!FqioHHIpBZ{z z?o*a09v>$OY=^1DN5Bzq!H*0}WS5E^3_U0*xp1 zm`HhxgpI#tOwI{5cqKY)fFunz+QG&P*a(7+U*j3U2Axew*jNEOt(I!VMrjwIdlSRt zdIAUu_tpB$vXa7yZ%cMxjhtatDWm0jOt^fK`I3uBawCzpsbP`h9X|-HVJBeI{+4bmT69;ydQZU7Vq?2uH51Xbd!& z4@7hTl+SSSHB6bq06I*mU9dhYy0G}Td7A|81xyLzfLs4i<9BWSV^aZrk?mqgC13ua4lgZh-y0GkSXS`W&IOD~}(5TZGEjhK)z0Gp1 zG%Vk)?v>A%8l_s@!F~DgnfgR&sJyp4Xs{bM%^-*Fo`imK&3lej-C* z5&dghu^6!MQXrxO{i_$h_(~hrtNP08_NCs4qWfZe54uxg>4QwnaXn~;FKBorI>v&I z8_cxB*r%}(gt4E+Gs0LpONFtXnnzF-*K7Ix3SZz%Z!;{U8Bw}g-$^Y>8onqStnKvo zUX#D>HJQ$AnoLW#c4KX)3vTiD$Z(<;oz*@V^4|&VMmn_atm9WRHI|smY;sVxYLc63LHES_3`dF2JVFEj@eEzeY1Tf-hN?o^9VWeP}(n z;y+7D25+zq+ey=;^h^G=Z<0Qk-t7fwudru`jR&(Fitm^Q(?^AMbphJJeA%;6w#aq? z+MOw=vRHstQI&21T9Jab>n2_wQ+;I5mwG3vCs7uABFYU_-k2R@o`S;S zcZ@lr??mPA7(*%|x1jPEqqM}^bSmI(6s4A+uw z@9#R^8nQ42QJccwo33bAGTX?d>BA4TR8=(}~7@!rOL#8q9cFAJe{dvY)PEUju zW=Y;WZB`f1p<$4%{>jtK+iJ}WUp#%=tk4TrBid*4#nV4P@j$fg7f(M*L6ybibw!o! z>tpvoflQB+X^O-hw%BHoS)W=Z9%hEWnXKl*KIC&+yaRTGA8>hf_ zP~LbSo{@3V*_1TS#bFEN`$A^cseQffKh+nxOn!&VGk%%;S0JB*_8GEF{=-bWa`)jL zG^-03=vat>-Vbkdz(D8gQi-xqzF7W~P1;}xXkX;o$G)tYou1D>F7Ti7OUg6u3aqW|TBVkV79T^l2Q4=64s&?_l4)G- zX8RGdx`5eML(KL=@J0vB_LNW|McHnETdo8AMW7?bfUDAg|BSUSCj;h{=mrc-%x=Kn z!FG@Ve;3clfaz>X8gReAsBpr($pw)X>=%{Pgnb3Jn~fS=>DaYZ-Hv~W+z;Au@Fix* zFEGu^-H?B7R_F6!pcZ1tKY=$oV92Ki3^^dHC`%6V%QfW%Ka4fynl$DAVl9j_Wqp?7 z|37Oo|94tWdLc;FGC~YZ-NdAV8&We)Wi^GUdQ4(SmF~|t;cBLXIT%uQFz-it3Cx$` z8G$*Sr2=!`%=4Sfcxm`@(!S|4cTC&9$bYIYW>M)51y1e?$O@#*6!=ZZ@*sk{Z!q-U zz*H)C^uE!o&KK*z{Q!1G20Xagr~UFRcbOG-G6Q}G6c0q(X23^NP-T$;S5(<%!1t%1 z$|3`M=Y^&uPqbk-4(DFKE_N zXsZJFPvMf}_Jdfw{ zh%(LKD(BBY%`s;Apft-5vKHlJmb?<(EP-v=&GK8=4l>K<@Qloo&ZeeWnyZ}q0#0a_ zu!?q`W{InJE7Q{>@1G%unOVZatf%}1)2iIf^1saL0%rM8h*|y^-srGdBE!7-TYShk zxZ?Q<{}yYO4@tB957wfb%#v54n#a_BX=IAqEHP;(>ua)Is{1G{ywGGCn|lv^uUVbXuz@3BG5W_9?ivX$is@g4>i6}} zLiPL63okrs(&mL_5%XtkKC5^HiVuOdm_(?NAMmHUKa`=ci0STaMPtCq7!c6`R6g4` z&9DVeqMWI?0~FqH{q{>dLPStJ6f(1e@n zz{6HxcvMRL{j4TCb5*7L;}%?n^o|<9&afz!g=)JlZL!0XVgp6S*l*z$Km`2 zEiQ4_u8J9h_Il@NzgjJum1Ef3(UsM{!;~tK`evD!`AxGrU$z6U4(Ve%zOq_d5)94% zJ0Q9PeM!*6Hy2mq9=^J-Jp9(lfj+}k)3}uxUo8>i>x|oR{X~X*Hm^iS5)i4uPdg+z z`A062oPuYBBy^SvNj$G9f~q)d_R*7n$ELR#zM76GJ>fb7=Xp&&-)l0R*)-W)XFw;a zb>c*EXkT%pv;>w-ZX9ew!`(Zt*P@vseU92Q&f_N{n002hyl0XRJ(4&w9E z#U}dadc3;^4>!>NYvFiUY{v7^_2_0Cf~N1s}qX37dI1+f_2t9m+9y~%19chY3fC^L@DvXQ@%|x6G z?F!BTu#RFg!%Q03Le2Uhl0(gU9?!5@ zf&gds^Kf=79{v~)e~O16;o(2=(1$y@ufW6G@bE4?;D*k z6%@1?A?_O`XuB!g4Mfl;BDf~Kpr!0_#biMXE#o?AKIQ=h zr4KRo6cnx;NrRLG0&uS_@Qa zs#O+NKQ*a;!f#T4xiVZj*jKB=kjcYP!vJ(0 zogV;y8idq39Zaz~R=URh8rUadvb9j&TVk?2EW!w3famath?NFVW~1y9WK=ZHPyi`4)r=P^%QDT?~Y6?A1+KR+cjRQkHVwN z)yc>NoD?g)4xH2*NN%xK9N*Qb70VTRd9+k)j2H3c{l&3nsSZypqy2oT5d5rzz0>Pd zcHyoe@UEwqKjjSbyTo5b+$e|{vofnpYwl2W>_Bm8C*kc z-5FRt@)Ax@>zWMJdb+Wc7b-r5$PpZHJb_cp=LdYo#GZDbRuHMz?Dz!fj15@&Yj$A2 z-kMh{?H#U;gK15QFGFGRYjzyg*X#)G)NcU>4$9>_%)Utzx0{ae*7e8_D8U^fbpC7N znOw#D^hiwPQpIDqt7f~i|l)P0<&vyrGOlfpl0;KyVG6C3Mt zd-V5=g*x~&1u#$Gg&6jxV1>ut{FUh!of20HEjkPAOse#UrNlb`+!YT&weCF(xwS_m zbW?8)a2@ai7>tuA09U{jh=cM~nF#UpQwQ^leyoA{e611O?ibf=G`|39v&}RS zeh*Djl*Z6}85CxT=HmNkhXMFL&+M&rb~Pai1#c7n#N+7ub`i+WC3Z<5U!2(eVg;_^DFiEcAEOm;RWV$N1Gr@z;1UoL32FyX*Mc7EJhD59+&y@7}j8dB4Mf|D}eZ{t*ifV%W!t=1ds&G1=^{V%X0+MRp2q>KK-yh||1q zRc1PEifGM*%xQfRMpI;z@k=k){?^z4{CTLe7&AFzbd?OC-xOO)*eH@Qll8|QNg?Tf z@kWfSPzNDhuQ$9kZ?89SqK&`uTOq?(?i7lUAslVUBl$Sa{LM75#3>BUAEaAh7942c$$5;joi-cLTFY1BK1=0_BZt?_>}Ftb-hh*-<%`3H;9{GH zLp)~zF<~QC1#up~(^|x!;zXHiC`)5p7X3;$J{FSJh7I*O28+x=M+ zr%I&Vip6=s7Xa%4s3fdkGKPfH3=+8}NII3K0H%MRXS8RYK;#D)K9^3DT>31l$quoU zhwIN8<}8={b2Ict&RS8khUdD@CCrZvb7WzIvVTN!>8p!>!ZVsHO=s;V4%1XD z>VwIH!AV(u&x?LbJ{u^^ui9bG+74b zzYNQ{H5HidgVR{*#qo(Tobb|soeAK%q2gF+)v~~Z2z}SBFh`9URoDZ}XpZ@hpus0H znk>6-{hC>huIy)qcyh)79&4X*mo;udn#QH~<=Qt+_vJQqQcv72+;jkEQ8n&;!~fH6 z6B?^)jGc?@*=ghbT>!<~VX5CID^&HpzjLWD!}~inFl-&kkI;vRE9?&A&2{ z#&dC93(Mje-(^;z6+>c%JiOUyz^J&^g z9MH9;x-3_3 zgY*#oi7BaMZog>e0_G@s-6sr3#CU+@<6UJP>~?$U*klB5gW@}u5!gb785w~&>cg}c ze#kG^yayCN)K$ihiG2An)(w8B@AJIo8d(7S0m%>dD&xoDeEIQk7x*z78U{0eBiW(f zCvLbG88d!2UuL|a3(Po{5{Yv1b0kMXA0oD}JB&9U%9l5P+y&m8E_oB;J-D1QgTCW} z@3@c2*pJ_0%=%ou%=$Dj%Q^)7MhdDdLO?~89s(X0bkj5rvRjOU|B`~%?17=3Zocs;1zRg@)}*r(qAIpvpqS6ji#0%~-aSa||yqZatcUuIySR$<0@*j%Rrq zmkp+7%@`VYZ%VDg3yeo^Pr)M#jr!em8uf=MsIt%~MU}2m;6J#jFV3~#4aU8{NI_?I z4U^>Ot6|3mQhzQpO#PZIpK>2i$fYhaPJJ~6r!4gB*>rmLd8^h{Bu>)A}qr*fXj zON?VbNkLn7-I64CRJYO<7BLF6)C_@m>ei_3Qg|clD9}2r)gJ}If89}_W4#P;*lOqg zjL5U46SsuXpVRmcuS6gJf&8|?B-`E@suM#qM*(;D8Pc;4E7T13JOu&AF61XU>NH+ji8^R;|A^CjYpbvFF_DX6jt z#S~R~CUXLWBBaQ;uNeM6fL{#YnJ#aPVQ zDX6m0K1G$Ted$I4FHJ#fb}f`m$X5&Jy3t8A(9NPp-22j6)iq|S>rybuBHwg^dxV1Y4UD;JilG{<0N>^A!u4$zS_dKpNYP%fX$eL>!#9IAa z6aMSvn!NBdKG$@v%r#xf=+7zF#4FKrO%Qw=OtQ^2J%-9jxu)O3Gs-p5S+-o0PFHKb z+MOVOY^EQX-fH1N98W#rwaTdrq)6#cuB|$nyIQML+FHE{n&zY;zU^Cu61+A zC|954(F-qB zk;ehW03qeRBaf;lYDb< z(ZYgj`_7^od1!pIy%}cMYhfM9HeyII+>ODBf&i$K)Ty(*7PdlRmh1Yqc()zgbwRDk z6O@g)O->$m?Cy|rJ@JN8KBF5MRN|c|heD6C;ucF&*zYf)Rl!A3r+OniTW7t8UA&Oxs8s{@?Ar>5DSQ9ST4Y)=yEQK8X)q$@}ONGBW zutY-}Dxy~hK0B72q^kp;9$QM-qH4wm`~K>{A)T`Dgc-Iv@EqzX!IjZHx4;eNs7blH zD+5QlQ@#_D+^aIy{$-$U++~*VC&0uGT7tha@E@542fVBoK?k1Cx9(?CALbNDJPs@h z9E>4gA>c3=4~r~9==URw%gSAQth38C%PDTzf&Ibg;3~Sws{sTHWhhJ6x&{ z?W&hYcF`86D;@6Q7Ned3pCBusbQ5@mt#KU0x!#S|6= zmaCwS*v~qa!UHl(i?o`_z_@P8Fyo88!k#s04QSm$&^moBKDk?YpX$~*C$xKvD?c%7 z@>m?fl`JdpwQrcVma_OV64=hWJLc!s=AY#|{kE+z`j^i^D_n$4xY+6tHaxi4Dsh5F z6zCTIt40)vNvgwjP>E=zOblx!4lk4{`gttTOW1%CMJ=ydFxFQ+GY9YG411x4y3VTM zzW3rc{0!Of(^yTpVfKZUBJ4Kn6oODKqaUZ(fHch>*ew^Jd!c#1kKPQOm&$49SvHG# zsk3Aat|jSKb`5ffS($vEVZ|!OMovm3R-|9h@@liX00^EF;*MShZ=|&{2{gE>aqC#> zdzDP&7#><&OLc-R#mh$~MH7u}3)C88eCJ3Vyn?mH%J}-$$%R^BomSXGx!8d9Tqf#{ zsP1v3!ZoV&53K82hKJPLuDOY=w&ia(cYVZ- zg1C|2Y0YdLn($YDBW}#R4KJ}a?qfA)ZsR&2LN;j>3)YYrGd{O#WS+9Jx<{j zgd*EtK8+);-W2FRB1%_Fo6qz5?C7=4{{k67a~l2<&uC5qowc9SKx1aKwmJ3iZ1gOr znDRnc(R(bNe?o8O>YvCO6tWfcEmg!GDnGI*j?DQ(SLUYY=_GFt-E4(|ceL zu)5bFavT`tc1p#eQFN0v_c%=fOxnFEG%YNt8{-TtmTX$gY63QO%|*VR)ttJrp|*~> z#(SW!PPoPa)+ntFbBiyPTD#S{1u>SO${b8vrtcP`=0$pdp>V9o3UiAUSu3GTANcLW zrb_qSVs7o+<_vVVaf>edHdOGN1wZt)Yy2y%;Gi)Z8()7jK?iy>*AGHpk1=IR#9 z8Y11|_aT3oTP$B-UDWS0z2vHtgIoN+&FTVfabKt1;=eGf>!e%!VJJR@Tl{nisw~`M zMU|~v{P!uSvIrp*RpD+i-t^ItYheWBgyL|FTijOjjC$SyM0L(BR>m6Q7Rx)XTl{mV zRRMmOTihpm&UZ0}S-HhaLfzswo zy5d#pH^wgu*)E5Hsc|-3@bzFO#~v$hr+N_MpnVAZ?kxON{y#>HWo-X_!l_ z$eIsj`k-$oIMrz1CFVAtz6VhS`@q=b{0k`n6jWKb#fqwMw-|5w2+6fD0(L^NIL0k* zt9eE}_XANKaEp(-4L`={bIsNCi(R{P9pleJy$YSf9OElx|M>u8nU!Na66zQefgz4@ z&xXB}PsXVh<+@X;Hk?|sQi1QSdL8M64OT0q-FT0(&%-cLv)+Jjt-K_&n%uadW7Trs z>r0FiTzQPIERGG3?2YN@j^8)2#2|Fe#3u4upNpwA5;(8HLG>9EhbCLICk`!v84nSo zs!II*I2unQK;MAc>>P&}kMCcguugbTtw7V0tmn*y&hF8crMytR1UO2X4)hbhyw*5T>rN4(kD?pIoIPz&uL` zb;ztP5JIhiZcJZLbtX2{b9Oc@;B#B}U44;4ewTP4FEJLp#-yojoMo{>)nib+o!uLO zzyP#bBIlzS3X51=sjWy1+iw679f&Q|ByFXrW@w?*RYex9;{%~c*s4qZHv?-Vul6&! zS_K(*ZNuz|Q}m{2536Vam2r1pNK}Ez)zUC-;W>h5H9zX8c&GS`9#@=X*2G=)KWDAr z1{xJ05S5}NGkw_5}Agq;Y zh5~W}gjLy8gNYzc@P_G)`3Nku{ z3GllYuXG0S63pMi*<2WX!zT`VO1Q{L4eX?^$JNe)*rOFWi;8sbt4|B%HO8O+U{rI% zh)~fuAFc>w=#I}#Qo{cxC0yf#dR#F+wOVG)4!5-`*)Urcz=2@a3qWARgh&GjdVE>9 zWgDw5%*O(QIB*Pzj@P*$rp^c+X9#VMhuS&@17|{Eoqz#iN(>4p9YN{1C~#g|_2*oU zlWd19T~Rs1n!~E)_o8)BGDjLi3bJ-Y8`!@}1Jl9f`oU_Ww6f$U-IdRRyp>SLgG#mKx1k1-i?1RhX@Y znp~qR;Ahef3<2Lz?-b{{?{eY!mzgZ~cUBf*UE?OHwKYqvUD&SavcHdhjJ5NT&bBj5 z=QhiBKAc_WB&#~4bBg`C&ZQ{*4iDM68>sn0AuEr>t&E_$4L`%ggE6h}0SNpfNLLxA z*%HztMjS?8Cf<*#K6Hchz=x`=E*D(DXE!KBIR`xN-F<^I=|RmKrL*{daLXL{)$Nylq&f*PIuf`8IDON zRfb@7&w7bMW&Oh^SQC`4!>BdRK&5G)Dx?m$3*^6^sMo@ca_+B#{t1tljrdWGG$R)H zAF}I-q?543U;r7CTsHMAso8tDqlG!ocsXOc*37|q-$BGl71zS}OPyGlwoaeUXG zIEf^g;r7XKDWt72tu-JZNeXEv78pbTGlg_dOq~%N&Hw;+5tk#%4V7FB0E|LmodAG# zDI}#KC>_`S&y7qWDQPnskCSVMY+TWJi#30Z1d=p_6l8@ZkQ7-fCF}Hv`&!EA@B~s9 zlSh+4m7fvF1zdJWaQQ9S{>0#NIZGZTWr+(hGDc5X22U1QdH+O+8bKum-} zSyD$Qo7MU1J1_)*tf!7aO7E+1-SUvBiK^t2_xQ1TOi=nkYxRQ^K=#!Qwd z@wn*{HUGwywCWzi5+*|u{!V1P1y&|cnB2AnRh<$aIB5pw5x^XRx}&lo<(j@gOfSqY z@IH;Dr!ZME0rPNZ)fikv#!Ht-_a&bym@cnk3`nHQp&^Q5by!bRlB{0IY64bAh2BTe zzu3xX%*>6jL8%eRjX|ghcyN^bi=oc8Gfe8EvYorBotgX#$tnY3+UJ47f-%MZfwW}# zUIo`@t>e$?Rd8I=3P;S3U`JA~qJ;`TUd5~MjJyguo049|g{6ZN)mmG(BJ4X+`DUJe z#ax#-x63shi`j|_w@;>2xO5s2=9 zYoR_HbVXzO7OsF?=i&r4Y@>8BZa8L4g5R4Nd#${SZ8uUi7Vd>~JUkDh2b_~C4Cvtc zyX9&HR&~~#i(G18%KT~8{LH;+ST9qNjQ#|xDaN-jXNO)b^KWa$#-#g3Gq_+DDCID7 zp1JicMs{Wfg}ECw$)K-8O*Zbva(jNb@F!i@GzBo_`Eh4?6Q(?hH$NoaM4)S&v+GYd zl$oiTTnVxLB*_~yj#y-%#cLPko+LX8#aS^@^cFxCfnfm#?&iS-5C7fWm zaXt>t*3Wl}b!T7ckhiU%IlI}PvBf$p|1uNQiPNpStT?8IDRDz8@o`X-jS^ocCm45t zL)sGPEj9E^C3||W4?QnJ#smkRX5#aFzM)T|^AD(e#*+rxj3GCq|wmS5*8M z_K|Z_O8-0}UZTtOn!-Q#;2TKgpL_6)y$<|CYES>5;==_}eYoH$KT}~WI?C%xVboz* zqZ)CJwFHb5zqEoBWQB!8%CZn^dttqO&O(7@ZFbbG4nMcUs6KJ$x_Epy*g44DoK4mx?swqM1Yn$4I)wtn=X* z>x{s%EHTl8W_5v>=n!;3db)KMwbSbd^zT2l+xiEf+HE<_UzW(&@H-}5ot&-rS}5Lb zT9T13_CEoAb%w$sX6v;Ti(&Zp0}&mF6Xg!TeNt7;C{gOL8zZWqlC(c|!rmd-sXf4i z3c8g%|9tBvu;C2x;oe$xJT5-Wp?s##A7@R^9Q=fJy7x;ae~i@xOpeMto6+GOIq8eG z&Dpiv{d^Fu6Tcr^2fs45*8CBi{TMMQAlHg_)Bp9@4}cPWW%y;*zRa8q^T1ywIr#;s z$;JcUkt5?=ye)`h?qHvSw&ti>-6y2asBo6);JppGF7+Kh>7+S_{I6IHc95AS*25P-J~h8i=0V*ekPfe&D`q$0CaC7TvwuT@8(V zqaBL~NZ~T&HrNXk?BN~C<hhSuypZ+zQ*3$ic>S|=#UDw?^)+-lG844IP6#Pklq z*A6JG6Y!<;Cnjg2bY}xKL-v0&dbO>J@n%$q&_=ed?M2GAj%A0*R=vq(+l-+kLIxRR zdoM91qTEm;jp>?R28DG}wl06{WIKyMkTW%dcwGRE6z`K!;#F^QN?zAh@jlT>@xHCY z;&u6BC*IQ|dos@GIFYC5zQeo<1uW~WnXFpukD17REd^O&UWFnHy$T=Fpx4y>3&$Hh ziTKFdRr#!=BA>O_`B3OlYzy-b9+v*Wr$`jZXA+&(rscA?hQVfbOT*&!qq{skf$Uj)x6&=O(;(GaefF;@r`f9}!Kwy&n(T;KpIG1#jPqhXZi&h!}v=BjO-FKV591 zf3C;7Yw&Ob{l6BDhs9<*A6*ZCC=S8XgW^6og08;=ejb<;t`+%6^#lblR_gAC&PPz zjcxq}*tB{0_^@Wi++o}g)b zIN~C3pr$EW#6R(v{COOHKtivPKTpV?C*{xU4bM^b9tpzYJgYAMC5u z8*24dUJdn=IXANs)c>rzw@@V*7v|)qXrZG zO0`{>F~$GKis%{o{|p&#_<7=CN#an_1qOz&%%iI6vWw)cg~BrW304#`O1kyGBF+$ znsY5T-M-+>)w_4Ph-qfoFH2LNTbz-E|2wpsV50W8AR#=x^mWtj+8K0)H0@VO2W)`C zPt#&I)|yu3t0-p zn=oX-J5e%9VGBO8Y{G(r$Z`?UkO^7Nm(A!Zvh3^>*(tc02eMr1V}bN7O;nNBV-e+& zzj$Sd%%G$``KbjWAmU#flNUTQ7(7&vJ`VOilsEz#;m;(ac& zx(p@v5nsZf1n)!%Duwd9!BRQKd=Z~bgE6U~<#X105CbjWfWopuiyj0qMs*oq zK26LC!xy|0C8QJ<;p5A{VZlLs`2^9B319w3HlwTfGHq7oAV`v(f}45Z%VN*Tn4nyj zi3D^x7E=mI%ZS903xTT)M`lZEID%Y^PjwAJ&bO9y41z3$!m=XBsamX~Skz_gIEUC0 zh8=h(N<1mF-N%j_u;3teoJllf!j6Tq8C}JWt(_t}1vhoGV}x$x|)vzHOa@H=B;m5=xZx&_$hFmN4^2m-}r&%xUs+DM4y}Rj^a;4lT7sudJj9u!*g7>g`aM#}QSP7rr;63XUolV7U z>ozzvEz3CoBe!r#rpFu_ymeqyv^3@vhlZ-PVcKb{s;F?VxV|1(6vwMs<<;oLf^uD5 zqV;-HSE9;Q&FgibgDZ~j!VetuD%6wC`dc=)Z^lG;!&$|P;Ho-13p)c}((4P7T;RIjcSwcs{RNI4!WwJBr+ni$R>9ckZ$i3*(tc02O#bC04d;QEATPk$$UhD zRREP#B(Rf0fp}QDK5NyHkaY-^E$AAZWKz!c{(gL;YXEk@T8Ux+>^GpWtN?bN<|u`* ztIKd!Cl*OKTNo8+av9<)Q8G+nZ9aBAi3JC-Yl4W&gk9sZeMzyawP}MF1ZNMaJ;R}? z^_?x6`M3W&MkFcN=ZPez+==V6zpGR7O`&#O1NmSoB@XF>&q=sfSr6YGjfrtLhJk#r z$mCUfTB}FGpGPeV!u@Fh{0i2^@#2g2%9+7w{hYN<#bEw7ps=i%e{nSCGoE!B_&-g2 zlEA;fNbzwA;RLrQLnV7Z?`2!NcMht|JOFdtzKyGm{Eq}+B~1|if{x2e=q zNgcZ{MXd^AchFT=HE^R}Vy}l8V0*E(`ozHYl~7n#*p6}4U3PUDu`ePPNyI)SY|wT1bN7Azp5{;RV1!KRlIb6n@y8{b!B%v@~vY%VzbRxCJ(!}k+a zDFDaE;e)baNpZL%-+pf95u1tI9z zK$%>Xzlx7`EqnW{wO+&^(6^zmtO%rkd=}(Wmwmx!h&Raq2%n9TS_+f#yc6*gEI0^2 zPZL#{0O(V)VO<5F*>f|8u9EB&+{_~lxy1t@Z6=d}5ZZlvAX=Hesz^Y(1jNArX}(4# z2c=$oylbFTu-26rP`UyN%L+>8Xz4|rS6v3C3yD9;fC-BXAowe>7iX49RyDazd1lpP%{3e@9{%W&e z;HPWY7eE6)9O?Sg`b*IgS51SXMaE=xQatbi(R4yl_Ei<)v zGJc(tu+^qQn&eFr6=y-^Ve1AJ#CiNqi?2eXWK|G1Ymd#>dIqn3ZUX|u?QkfCO4#@U<0gEbmKynEv$}w+F9KQL#TzI71m6foEu1N=F@Iy0-o7y< zByMl=#=JOrV+ME)D^f_4q~*SUi3(P`Se_I8V=|Z95FZxef@-3M#}4 zA5`#P7gX>(22>VHP+7ycloP1%N_0>G85_K@0hRsO1Ok-MtyzS(8R)eWz?l3rERu_Q5WnnN#vTzZEM(AeJCFWJV z!YnsW7;N7R9R`0RWwxAf9mx{?KJml7$e8iB z`7-1Gbb%QQ0xQW$EOq%(Fs$d;z_adCa?TdJ!&vmqd|CAO#3FIOX6Msaar)qYM%52e zQ1wVV+rG~;M@7}68dbBXui})cYmB;Irl9W0Na|WA*P9a))f%i!2issZ?rm0azcJWu zk(Stmku~KyN}?nDpJY=rbU;d1n0Obo#ih@8ZQFJ$Ms53mk6B&Yhfx;3Ym5JSt}Xc~ zi`}nC!X`;9ldkPJ6KGDZEw4m(ZNYmm_+#tZUV5zS+VdLTHw~Rj(6V#dFnQwUU?9dn3xWd$Io-vpS!911mzD z-rzULu3VT49QFVM*llK=c{;@Ho2Wa)r$-9i?L7*Hv*&s!E-Q53SHB|8E*-SLDT+|XcK$Mb7QF6C7J4$sK(q_b3xr|({%bC%EN0G9=fD7aoz8xJ(;s!ut) zp)hdnxz3DwH4(>M={Bdd>whrqOk@XHCiwoFS)H#U16PN5pph$>xxN?qR*_FJqn~kH z3U@pG9Gdox)qTPhzrBY|W*Kz#D9GQKRd=ZlRKdI}V8hkG&U*AuBQ z!wJz$Z|9j2f%&2RmCxA-AE~X<8nyj1*mPDOX(lq=_mS{l*GD=% z3Ls-0rK@G<`>zadY#gOBb5kTTCtGx`NB4?~rA1Dm*lbiwl_A*SqqbOcOc;`lcdTCU zg^DF~gW~FDIBpM#^O?tH}-=45x?-S$B${Q!!N5)+ri8a>*$g$1`$@ z=xoY5MZt`m>MGj!LopdSx39_B6}mWJ=`PJ~awf3zjN9dPb{ftrnMUUB2))9rF5n1V z7vcy7Gi|Ow7;=O?z|4EntTWG4T>B>K?$1f4w0&Xg1Fm|Hp1#L_k3C;(+@E(q@pcI3 zchU;${K1~LQelSs)8pHR%Q3?v410#$px_OrFdxsCF(2(bVma2Td(H@B$vFN zU*j2hJ#;o@y`IIvwHe#^JF%-3CiHZ??$cu2@oYw;8dS?U%d_zKAOIv%@hn-MQ_SiD z&drS>&JABwlesng7VDobHtX>u61fIO`g~6NX6X*id`-M=-yD+9(MMNxcgCAI$C%?? zWqi5To-Z~I%~epm9eBk!G?!6fhC|ai@9wsInX#qw%!mN)&`!taY(ze%tQgx>u(B(9$QV6V_*`_DeS3e27ndcY8X9eo7yS?wmSZpam3*1; z#m+M$0e-qO85>dy(mWFN*)Vz3A~l@Qdw4Z<3wp6IfQ>ohYwF??eHx z3^v(zqO(tMJJC6KMx7{~P03EQS6l0~O-I^prPv&!QrJ&7eoJ*fbm`<*Uk(b<)5_dC z)U(X$0v+mxkPg*Y*_d^z#$DF2_L;Ti*|D~7+!X0p*V*&MrenPxitkv*dMy=}W5>EP zUuJCYJToFNJYC1yR%wmePJK$BIM9H`dz?H#KgfbYyD!(1xl{XXx0QN$2I%aeL4pi5_l z9U!%4*Q?Fi5X|$Y>7=V+8RZ9H_2cW|cVL=WLqAQG!YJcfu{Xe_L9v#O*W!isaH`fS z-auEIaCJ~@r1JqfZldF6Iu627&?Ylm;0$(uy;c5frMuhccpDvW#~U-mAQU$+OWc9~ z%@TLgt?hJtF&qzzjc|XoD(-@R#11^{#KYZqxW~J;3(t1rp@@e)c-V?B-XVtId~md9 zPz=Kftf0FZE{p5%P{KQ6FC9ndI7-Jd9R(ft(Qyopl7Zv&e+B=q;^7u3=&+c8Q)ueF z@U!{EMPfZ%92D!YjvMh%!zb%_*g$t~!izWKp@A>X9ew!`(Zt*P@vseU92Q&f_N{n0 z02hyl0XRJ(4&w9E#U}dadc3;^4>!>NYvFiUY{v7^^*BrR5Ij97?t|mqlj0@t^T4Ed zsr-3R{yZ#y9-*Itcmo>i>+ov2vVa=4e$+Tvb>tOqnhn4Q01O@A+GE+h-)$Z97 zu!WlS8YG9BMJu{vvji=siwiUhTBI6RQ5CfKDlUB}XvIWan@rG>X1J)3ptXo_F%EGS z9`M^mL7zP0bbmo#3E-qQL3817OjpoQFeXL?ODU|b0`SWi085Hl4 z|Gby}3G(Pnke?862$NPpOu(JioT2LYIH2z2YbFCvwLU4o1sJXlHSun-QLe(e>P7hO zvgYh9kCkAAs#b#KkcXW;hkEK0qvguMCHFRAhp&1AzI288|IVFo@0Ov4v+N3I`SO*^ zmaV*eg|mF=^2_>qUR-TDL&b_y94<~YoW>}89e_mwypKG3TypRU+G$>ttPeg*QjWedq@6)Kfw50YY@QgHx&Tw(<)}sEAa$~f)ryo1O z`b2T4)DPNG@0VQ@OfVZR9qg;s8`w#K>dpciO}?SQ$sy|IhM4kuu+S%1eDzI}=yvf{ zC|?veu!oe~__|rJ_kd_l~cvtbwvue`TBM8?I$HtaaYcP4# z*|P3Nr(PXvqJh@YZlF3@9LdOO*1>?Bz;sg}s4|T9Q^V)MaO#J^s>hw`Ugwr|H`bkz z>i$x#f-m7sR@Sg0t*_^XLrxidvD!ox9-s=KOdw;w`yLeK7VO$*X}CEAm=G+n*VzkZ zOav8&hMF}X+}V1|W@n;S8ZLwNVv`Ul_LKm7hD(4o&fXH-QpBmpv_c)1OeC>Ntr#xR zOxwPm4N%!wz3Qm%^6MamT5-GtJ4y@%8wBzJb|^}{;($cpIaOYDU_X#j4Z)`Yn^8EW z{l&2+!QuXL(YdMEtk=sx_e8BaRI1ncCr|&Q9jIvkqaD6>Fc|xRi8fha%>NY4hpc&F zxCSuxQGmRF6X0(a`BzallE<&IO7ciP1Et+PIoLWLQK>jlmVL+MDwjXW_yT@g+KbnT}t9BRET6rGLH#$Gaz6J+? zP@ux~kHc;0Wcmy_K~nciV10CC_7Cu4>%7%pM%mJtTahaCN( zm?$))AJ=-Wn*3#Y*eBKFw#(U=A4W`KsFkSN^vS_m3A)jp)9B9_bpvgOK3fJU< z*v;>3zYtboxuIIAl=hb)qspR*aTzf^&Fj=j#da?`mJ-da0a zYC?e}?1%cC^Vh%@PUFyxjg~5P@Kv3yKt|~Rc0QXD_yo?Hv5{&Gys~j{3BZro09zwL ze-Gtg7Y|>CFY&KzmEG@>ThMD*vKc-+8H1jz?|i3N+g{#}JubAb0%YO8E0*7a!?hDr;uVP&LVt%9Lc%U~en z^sYohbKSI{{}^!fxU+md*;Nyx)y*aFw}_srGE%OT zN}&BC&WfwACWT+Vc%`#!+2xn5xFTBdH)@LC`m+=b1bt1}MAR|_kIpob>ER|*w4K(& z7fB_$`6%e&HxSKTXz%43=Y#pWJ{Qk7Rx8B@=!>(d&$*#AR^8i6YO}H2tSs3!dI)X+ zs8>K&M@&hoDe|zm5a9DTsNM)9Cx#EXp@j_5ya1!DEAd9ifmDiP*dItyQz!@*wu~OC zqyAoYmDJZ2q_4}DUvXu$z7}w4Dbkg4vW^^2P%DMskmqhxjpFK|kEFCW2meq>=F+ zDsLv!#mDp4#nYuOzN-7WxE;2#kBkL1v|Lx(Qx%7*jk0soXth47Tms!w0HwT1u7R}D zND405Q>=qS05KP&QER0Ju8oukWg(+kt2ReQo#9exBAD5QU@j&6E_1^?g5S$mTpkU- z@6fb+JB*BVnrWcs-DFz^><(cZvzK?}Z!c#^dwF~J?WOez?mz}JB;1pb=D|z|OhY-b zK0p^~z)p@$U^I3BQX5XaJl-5@6f31_v+f+Q^+%$>{K~$iOINILy^d&g|A?mUtV(KbF6?o+-8U&-2$-eU=ZO&BG@mh(Eg-(i-pIFwIR8--T%o9QO26 z8UreI!jq5YY$8ZJ`-xI*`h#{ab>pZH(jBY}o)wdNmNDR<@UrHs?g!2^fKi z29Pejw0-Tz(hSAEQl&XwXLX;FvFj!;l~EeLWED+K`_LY5%hLG%y=0cgvD3=*wLkV&9s3sO(iFhOd9;ua(`Navv#NpcK@!H(+;=$q4 zL}PSvjPaASl13`r;3I|A z{1WO7HG_Ejhzw+I?vQn0FxAdFZcHmV-#TufA|kEBm~H0cM@q)cSqr^!9SkAZ4UOc* zwAS1UhE#n9whU+IUNLPEzTV#>1)xne^4MGuDfv7fCdf5mJjR`M%J}`ia^v@j7r?kB z)a!o=Y4H7#v`q80_F>7iD07e2+BEE3IxDWDoI6-L*w_Xe;W7rl&zixCP5n@rgyr{G zvnjlrHGrgb>IKpvrYuaKN53JcciK~Ma(!QUVpko%TdG!e$!^N~IL?>f+tbP~g*C*B z?*zB`eJ}^3Twy}|a&{qp(Vm5&zLF`#Ged=_T49Lt8GAYsit=gek`-}21b&K&i1chb zF7uN;nQwv5{k9eHn>{A@nJ3wLxQ6vkha&8ps-)KIgbO~<6hrziSj!0Z{Y+%YzpyU( zs7wDOPx@P%l@Q@C%P#!B+=PE_xbXd!7_z_Ao|c5NFIbm+)Mfu7Pxfo&>Odj#zbCu= zcUW^KsqtSBE`Qz{LkG6o)00pKZnrKuLI+aBj(+$l-H8-M_>vQYk?$Hy_1>hDe4VXd)&VMgsS$NRC0GB)p(zAfoy!=?UmBO(hz*Tz(*AS zGP@K%YR|=lZsR#2QVcf45a^%Vlaf%NAF?jlz>W`45#93~Pf(KI)*QmGqM7mj0BEsW zzCbm{5BdJtnj=Y#mq!a)D-4-`-=2=M7xnk7k1{H!pEd(AMUeuF(B z38j9Wb;%J@PvOw{KB06MQWT;4gei*fsgQ}v6h-({$OLhUB77=jl0QWeJ{8xc4fK%; z7@nc=*Qk7LWCxzc?WS37;d8y-Y;C{c#)pk*H#YNzv{v9}Nnb}rbjRZ*uJx>Gz`!M} zRHY5id^9hKl2E2MTbHbe^I`BtDk9P&O3~Zc z3IERWFw9B{3jd`*QO3l^{nmU*YQxdOmklw5f6$(kgu-uHmweQPf0}0b>R+DN`rp~* z|1N9RB$fYp28O%F@3qBHfv4=LNvHyEwJ!OntH8;c3Jk(h8O;2@l3o1ITC*jo_|J|M zKefXU{pal|NhtcyT9ynSU5_nyJ%eM`<46>F0Se{)6`g7BPkS;)Pi=hI&_S7WAfyLG(A9WRY zk&6Q(rN%82C0N6_TB{cpvtD3Vb`98R&6%Vq5aI*|n=)yL|HbyCBozN0)+HZx@h@=2 z4{OoG!r2W?@~!NWKVr?4q>?|~#DCQaQ|Pa>ry`-yAF?hvLg*<{^nR9KCKOT>;Rl~* zQvVehe5T34#YdmBw%xF0*>Z+7f1O?5K5i|Kr1~~Lpl?LE0WBZ1uREcZeV9s~3JIf= zNNR4NWu}XMm|cYbV$a5e=^}TW6w^g0Lf#BRp8sf1NJ4pj&$?s-HNH(nMA~b|lSN$c zW~%6{7iEqWPKP2QVudG;nFcF$!5?fN^C%3#!4F%1CaDoeX+T8A=ta>KMG=xv15UOs z`KW8asmx|V1I7*6m0-O!W0K0=oj|Qyzt<820M^>ml2H8DTbF#)#lL`w-^dm1&o279 zHB*v`-kk%di#|M4G+|FiLa~oqmweR4{vs)MH>~!IC736ATXxz1t~F-RjitHj>YR|@mBIL1x-V8&YOY8|rD9=l*OEyqr5f#zhXwm1G87=MxdNNKd zxZ9d5NqdYa!AAs%ci9t?Q1EwJmweO(kKTeW_)u^0RoP|#zpNRPRQB9k2x*C7_m9}q zl2H5)TbF#)#g9Rv&om=Q{Il$$|DZKfl8T-OiCQZRvH!6>9SOz$2i7GYb+KcR2n=&Q z>rk_QKD+F{W6hbQvgbi!SW^rI_?A5}2^HWQ)+HZx1yHc>DnM9}c*?@eUH$?nA|H3% zfPK9shWJmgrzN5IkF_p2Li{NrJU>X3K}3ooj&hK=;tCcdZqBZC8?EJ$6m@uz2$UOI zc9VVG3AJn;l{{5~MA)h@GDtj-U4#vLHl_*^^=26Iyw{$Pgz~Idmu#TMJ}RQSL88ww zGe~?p(33Gpe2X<#lG-j067^;nf`5}eAqfTldh3#py5P}U@HrOhEk2W7_D@?gCaLVX zw-C}2L;RnzrzN5I|JJ(Xqb`075`Cr_LE;P9MgI$HrX&?T4-&Oj7-IjaJskX3K}3ooj&hKA*;On^d_23>{id}% zl4>0f5`l6<%O16_JE4{xrjn;hka*cu(Lv&$XBXjz?Ae$qNYtBQ$nyjCgd~*bA6l1e zpvLc05#0?EeU6zy;`f1`j6vf6WADuaFF-D2NL_6h-Abr-=iZrV-uHd^qcYuH=iIaW>eQ+AzD%}?YugPE5_L5U$G=1u#L@A;AaicI<8hRr zEM|-nrcO`o_sPIwa5Ba4C_&T0aQg(h9FA@uOXl2kw_}p13}zi99F^YnN01HU+T_DY zqD2$K{fE+JadiJdWX?@@KMoSXXfm_5`oEOk|2<^OxcWalNVKV90H8n@#t{IWWX??o zfN1{`0JcHmr_%fXzsZJi^}o^nbxjQSUqhG0(fwDEIY+oZ!3a+c68Rt^0So6r;(#A^ z8nJvCd(UogllwF2QTG(tAFimIs17Fz(G8eAPJg%~%zjAbY`~14K23lT1v7phS^^dd zX8gLp1T2&k{Nlz0ER+=2B)w1%rGWc3*;@{yu7!&nxFtE@8@z8*d&P0m-j$+^<{+g=Je|M^rt&^oad4`8y)9n#v(GR54@A}8*@G2W$mVr zuYedSXW?!q8zX^}h4iMAZ=*lm(aE=vIXB(O<16gNXxa8szEf|`zew-t7s(cJ_4M{4 z4Tk0%RKaxj3v>}2-Tf??bA-DSPm$?ZC^^TW@Jn77F=CatB0Z!wGu!xPeE{pcy)L;893wCzSwqCS~Dl>cr6?cHnWv zpjq5u;89O%G-dZKjK$Cdi1?et#^vDdx?ER2TQ2qLc`4b*#^B?2vZ);7c73{^t?-vJ z2h=b#mfPrJIA$!jkU1L}%T0_$WOte%RyFXr$nL=5Mt%ySq#TL7NH$1Pj|bE+J^lh+ z3`dVYOXl2kk57VIJ+qyq-fVB~tZb#)p|$g|yQKE|XkbChnOwat?D}`L~m{qxT%T|O2Ql06Y-cB}&tJCGJ^wQ~?9>TK!!BOdjSe!wZ z#L?~R8RvIHeztws2$@r|)pD*-3_116^iI8;Zc6L^O=EyvpRFZo5&9U;{V-i3N9SHj z=4`a-4>A@*m$OYZt(LEZUxNJ|5GiHub~o8Dt}T1_h9E$73=DjOE|4Pz?jmz;ItHd| z7|7MCC3tgKsUu$wMT1w<1K}02bzFfkFCGX%oeVVmhAx#O8h%CQ+;lX|(9qD6gV)Ga zvmKj@x!yv1cwv0njMSlF3a}WQ1b;z1B6PhBR7|2v=7@^%WX?@Tg`O?+b#JcdXjqmW z4NJ(Dag7fRvIVJ+fr7*75;>ya5Hjbcqd@N|`f}x5Z?@8xYY)Gd`^@x6D3Yz?ii8F| zMNlUL4IAiEIijJP%(>}kn4~(Yk#IekbJLNa&miDtW*Zh>NRNeQ$<}ejLW3EE zpiTxFo~BFXh=wP~oSTjYJudi*@u78x5v{3{$8CYd;3SU?;)2r1K*CmZnH-Vu@Be#9 zn5^ZGtJfVJ!ocG67+6HNx8q8*eBpJ(01|aEyuW}hjidMXBy(&X^!?HL+mjk;b2Do&+K=7@@u$();xik-BWz^qr!S86@g@C4)K z=^^o9vUyw~v1k0aGNhD&hfC>VIpX1iWX?^;gPtw4!Pbs!PpJ|H!`uBg z&&iydjs?A!fDWRXD_70wrYXCo9!5+87K1a4XwXZ9lrr!zo-URn9>$P4HysZchaPV+?96U(2jVlfsj3Jap1`_V0%jAfJ?~yq-9SM4`z$$EU}{Dza%@!$gDKOxTrsd)d|W_vOayGCi{prZ3Yl{R0uo$erS8GvM{yId zP*>FO8#WTKP*U& zZ-1ysqr1SKNZJI{RX;ysEFzDRN1h>0axVb8q^f0It*y7zQR~TvS6tp0EW6dm%&MqI ziWs0y>HjIc4gb)-)V+;6MEKQvPuZ|L-IGzsvc5 zSFr!;Bj7|4oS^LY7%oP_pXCBr(7SITz+`Np*xpm?$afads@~7=yHT*Yup{4B?e1T> zb$w)e4sO~g75mrJhjsOo+WNQDM|2lDI`T#MYn-6=zZg}l^|s~9`HudT0KsaZ3S3LY zp3P9VrJUR3Kl|tK9AVGFC=D_S_}KH!0Gt7G})RfS?-O;_RTryglUx%TunJR>O!)w{3fZW!o$53ScrZW%O7 zkDApE?Vq&8Aey*Me0K{s>6z4o^anxSK_m%JsZos_9>O3K37)QPjC*y|-9 zA2f?QTrc^{5(_wUJ^g>b6X{Fbp8(0nD{&tq0#3bQs>u4qRJXYNkTV+>#K3@ip> zBGyQS>N|#g9n`___l|Ta9R0mL#4F-1zg(LPxkcKuIFQCm5=KE3-tOSX)w`{k^;#r;wpa~yFUT^vUU ze3HyL0s;xLduPRjZ)w>tdWAFvCYg{oXZ!Q%W z)HE^S_bgo!NBBKW=4`-^CyxoRqu|E}APHC~`0=TX1T2&kd{Qa_3nj(jNpo?O0_GEE z4DEd4R6d`mUz!(u73ZAU)UMp#2vD;|6N|gUvuK&S0HYep?#fssNRAWF3`DJ;EFUbx zHCR7cn%;;<#v9Qa(Df4r47Gkz-rrn5so{4+uzs=;o+A*Y)=!qhm!b8O^+^q^A`Lfi zsz`Gf_tB6{-F^t3MN8)$V?f-Sfi6yJW)%!BNXkM5^af^595p7c&9!fU_o%ckEfw)5 z*6`ZvErVw8NweTuM||*tcKKj|c(nq1Q&O`j%U{n}M26wWacUBK#?Lg3U&U^^U1q!J z_J?FM3tOp)#Yf1ta%~#&c!1V9XEc2b?>$79$T3&EKi;VWx@Z^g)X8BZz}!=BXy)l} z=^gu5x*4rAPe$HTm-mdsJC^BWIQP$VsT`gAI+?Q&PQ}Vs8H>oaJ@6wy4F%ej0<-p@ z_F6{kZUq*!gw(Zl%X6X)KmaNk7}$j_lp_YFlQ}mX15}E zn64us*HdUKLn5e6RNtB&4>yyoSp#7H_&Bs#Kh;woSTk`9W_i;3cWRK zY8oV-OAm=3la1pFiHsX0q-rK2o}`QBh=|9?oSTk_X*wdTkOInq>8@Y(4EER+;{!7Kp_Ws4bUYypd&yAAE4=T6o|&rGFI?ARQdMf@7Mf!kXr z>ep!L^D9XkhMIG~ow10Vb05&@S$1;Fy3PN`gJrb1wW24}Tko-?EL1yqlsh15NiNCS z2D5YQ-t)f?n!O$Np8s!Bqbbz>g&S>1&QQfKDhyw@V$HH}1eiWIb@D$ASPVq+Zv>IL z+{mVP@hp&KxH6*mRBL-v=;Anb?UNYip$R|njvU8y&vbTVtDF168&j91cjywj1+5E1 zrbDB0wtz!@r3}X&P8ZA3v4@a38#&v7jK$Ec42_Zq2=(V@f)uoE3_=mL+*>5u!Z9WA z-+LX?n!)+z7=8m?B1gY>lQ}ot@2cgO`m}>3pHA=mYsm(2b-rWEXG$3@{}Xhv91(Ce znRC+-FqXG`c+YjdGrXtf(ewa#m~0PM07UHx2!?*4li~jd=~6lR|2{J3ru%;?_dmKn zTP&4(v!$~B!t=M%1K~}wVO)VA@A``C26W{NM7%*4&k+%SB6Ds!B1UsW=&v4`Juh`K zup6)#oYY>vwJr_?*7uLhq>JR}`JKs}o9_8ZA{NL6Qf+1Dg!BkFo@^A?I1sh66YLOT zR(@B}1#`r~3Nq)W<6x%j6MEsyaXyQ$fX+gvP}rEO7B=eZzvrh%#kph?xuW9Wi1ptP zDoR#0&5^@qx|og_*+}Nxbc{^o7?CUITBx`!Jt%G=+r$+VQTv91ppbf*D7c9(mm>Sw`c!JD10s#q@r_>4;pO{R*Le1=t zPnz~BDfm2hDk=E-LIM^_3cf~^fQ7QfZAs_+Q3_b?+hb@~`zD80`zmnyB|Ia%Xiw@m zz}_ZNtwxJ{3*cF_0fT4{YPn=j#$sq@*`pWvjvp+e#Vzu!N^iXtNm(fPFXs-3TI5S` z$bp$T;x4c9pcy*$F0WEjJ1L;{BxT`j>cs1*@n`R@9yF7?oW1*4QnM+`U%^-;2oXsP z8ov@ZWi`Cjv9Kz)IbU9zFSo<(r)9YFGDic&fod6W*q<(#BODf! zIX4{+yIJ7?@5b!T_2sj$D>HvqC}k+52Sz8^O0K}z-#K1{6*M5yP8ZP;B4>~}zsn)Q zfD(epHR&O871>II2NABI0g)@|B056kax&+pL&Tnp=HO0JV-w*0>Ctfy*+8!7a8E{k z-3(xShc2BXFzzOEZaOgR*#;Od6fyps9uu#VZR3gw_iO{zGT`tkT`)&Dyh7&ObU4hg zW*eQQ@}^u_fBV-i^HYyZrUQ$?8JR3{&NPH_CNQSag>wYP6f)2Xpe8_N|Zhd2ijQ%@5vXVT?#giDdkIRY*TmOcZkr)(ZA0Sh%1cU$~a+`v!4 z4_~@w%|6RQxy~Kw5&0#uKU@(h-?1RJKJu9ru7hx?nqBIhO!>^} zQb%~<`X}kV_*_H#UA@g#TW^K`;N^JX_uo0rt;@^yO?PsQ44?kEp-hG-jy`=dsZR%d z;bgLMX=XXkJVOn1*n-q~=hnbtaPm%VZ*ri4GLQNS8J_*mpn3LfGH0WAc#DH$0GIXS z*Uq*JK;S62krhWDAq?!D9s`*{!@wL{+F;Yj0Kr~#nH-zRsk3;=e}#c>2+j?CEr;844M5_f%Y=`y%E zSF-lqjZTJ0q|dB&P@k^X#4HmxneQj6JCIQAiekRC0oSR z`!Q|bSH^Jtcj@9dy8hc_&P{jyINtUv@LJpsZAZpm(tG}oWP`YRe%I*SL+WBU{x!NZ zj*kBwnRC+}FWP)xuA`$+>ZO9ZcT>crl zD2^`w6q$3=T`uMqMW>kU)u)c1O7Hr|$yRZ7ea!q~NFf6PKctJ~2!Th)oSP1T(LC7e z+g#pB@A-d`jp6Ef`BqHJT7h+6%RlInI6C}qWX?@@xM=em@?{vvTXxycUzj?xp9d@k zC$o=f^C5+dHopg5Bu5C$B6Ds!1Vo$HH`2c^z31OcHpT$7dF#&kb#zG_9ln;#x#kAOSKW^qM8%o<`?BLf6qqRZq6f?LU)n+}5Qc?_uJt69}>wCihrnH~o}BU{E5 z2i8NjHl@t{W-Q#eZo2Dt;&Gr|Tmu&v zKWV)}S9%z9kj>)?g9Xv~p+z$@8szAbIYQ!eGUuj4qBRVOLJ{sk zQL>F(aiQIh8|)$^E_C%waQqitJV$VRgv`0=;Mg?`j#8}}i;jEKqvN||Be|kuapS0A z=x4&?+jRLH;qgr}=cdC$3^D`9gtTz+$Mk@BjcgWIK*Vek3ut6Q;CFP193k*BnR5gL z66`Tm+f@1ah6F6sHq{0vSq6O5{B(3!A=i^_FBLoBuM+O@#FyJ?c$~9$>JiTFz+!Ml zIM$QAQHq(c+?6hvBP?f-IUBHS0EmG<+B9Yr^Zz>IPRA3|L*PARd$@+AnYKPEsEIJF zI_9*7E{mhrS2E5CjyVl@>)t+Kfy|j*uqTnFrlIM~52SbNIdoGx9(1zKT|_8lc=#;3 zSdJd9kvSXfy3AM%-R)r$f>tYL&kkYWiy%zOcQ}24Y!cU|ZQZ1%YhyV7M!GzX&i_1_ zbJLwK-n+|Udd5C|^?Z5=JVQ2&D+H{o8bJs|PGUVpm&p+ZkCQn!9R^c^CbM40K760l zfnXb8F*s?Sbw7itl9}MWLw1$x8`=Lw=G=4;Ob%KM-&Cz-`un7Zz`{X;fOUaeSI7jw ze7Zo6QD7dKa|8eqj2hLzlV_X>SU3+n2VtDCq*g8E;q`0!o5VJx2VghZE3Q3}b(|5@ zM7URtGxBs<9I@BNIKLal8B+rm$gtVtY)7Ftlww|;-m4#@Theiup}pvX&wtx>GW>f5 zT`EWa*2$cW*s_JO7`jo$c0r@r8uxu5P|A_U_sC{(ZQRy0)25LDg8!k*%(oT_#5uY)9tYbQnwth0nA4N@aazVMTfrEGOH=H5gcjoTf_Vh+`>TBu5Y&N#@*i z5KInQ%rfNMm>vQZvQ=CmU>$Pm3Yh@tqYLB+fL=1^2mmA)FRCFYAABTW(ZnI=q@|_e z#(kCroEI9R+@2nWw~>A03PbyvyP=P8wHkijLYK%9hc_|K?}p*$j)q?|wz0HYgG z-I|U=Q2W+A-M_wGhM%9NOXle3C&-+Qc=IF1V(5mU7C^|XJ$Mt-h<#HhpxXkA!AU?J z0U`A=0I?NaGDkrC`~Mywb}}P`eN3`AJtP*<4L`6kB64K1fG(LMB=#h8ZhDNEZbHJk zBz8u6M64%U$2BXk?tF?;%uG^Gr3>Z=h?B{jn+}K_OuJdeDwn5+!-vVXafO3*yNq2e z6AYKq#c~A02g#h94u)B#)$lMNKSRk*1#8Qucc;h2H^^pk#l?QM-Ej>yG$C>qT|!5Q z+)3u#bcpO>8qmDXUqi_&=~40YCt#tZ;4j`zz(PsEU!IhTA z>pO^?O7;~QUj@Te_t1rK%$dGJ<}8F$E$42=BCHO}m24YV zNXXl`;vr$Zn(<7!P>xV2k~udW3ih|jic9*kgPH;z1Es z&WIGBri-l9w92#Pn!oSO~`dv*cF3w0!W9gsTVoC_=lXCUI1 zU7$(^6lT+fa)iQeWX?^8!VK#e#J*4Hl=Of&iEJU)03mmU#Ag5SR1&OOtA%eqrJ8_66Q|XOvwJB+xy@_o(fB*E zKU~o`RYxP2U$|2(gOw39hU03bm(t}+20ToSNQnZRhK$k4%1ysy|_o(wLp-3YRzMBwMi zesM*he2JxoKwl99e4n9<;t0M^kvSXS8)~;t;_*7T`WW>5Q|UebIN2z!o|iAN&^#a1 z#c=))>C!kl{}D3hraND>`S$Ky5ng8)-lg_Vde8rhY!O$_N3?lg5yS2Opo`+@_P>!i zH{I>yc$=@lzS|CMFX;S(Qb+oEz+!Ml4)V>VT6>pz7*5}VE{UVlXOTHK-RYvOi#Og4$D-{sAU zT5DID7>>VyE{mh%&m(hgy5q<4Am3Fk)%wC-|7v=#-$AyAtJin7&khMS43~e2E{LPc zZzXeXy356MU|S&rR4Mj(o?bT<2 z#~qwHmumqQgOkfe%o~Q3G2B0rE{>!7hmkoq-TmS{F5moSW``(bn}n z?)~Y#{!y|qT)iIA)~%b`|BEh#qq9Fk=G=5=Pvn`qdbxCHb^hM;KL0M+Caykjwa52> zDn>j1HeDD;*MF1Dx#_MKYk~Y$8L`tpza9 znRCDtAp&0w-_{Y;@;)i4#xnd$?A0J3e=&G5(c!VyRBQPE!b8b2?b`1lgRIA1! z<6r5K@ei_*T#>Ob9vOyiCN%y=m(39xepJEgntBki2e25NK}5vH zu7EbC`)ARmaddwxnRA5u6YK|7TT1z{g9I$pmQsFaQvw!B3V!!j0v1XNezjc!7D@_! zNnrvON{ao+7b^*;q7-n$m-D%5K3gjmV4kp7 z!a*CjoB~p%Jd1P^**2~qkSkyu1a^H)6r4bp#}Ng`lQ}mX1rwm@ti?2U?`7-ya_!-R z&6lKi{zYVyxH?~MUG*bCNDX0F)o-3p7sS!)=aM;7y`H2yjqd=)Gh^ke`LgNtucY_- z?PQa+PQQh5emC^xJBE#rVU}V2d1x!ci|M`k0^OR{W9`P^ zw=UN&ZC(v3WH|U)x=4-=ewxhLXw^?J7DLyg+mTSr^@gMR=)+TY=_7yzEg5!g-wsG% z3K>Y)mM)Sb61F09ZaNaS*J463%UV__AnczW28+p-afLxRvy0Hiz`!E9JdPMxK<3cZG9tUTTt>cP=IWgURCa95th4plq9I$_MfT+ z3Rk9w!sTS+xI!VeX9y@{AmPJwksOh5DVcNAkuX(@3PrfKyAZx?^*iZNa5vd7t|$o4 z``DE+5bzDUIF1Ooi_E#{2$-Q6jWwMvxSJqbDV(j{Pw;AbD7-?pkSi4SitQUP!UeQ4 zF!39@T#lId6`6C>F|o4^6TSILH(D^1ElfKi_26L&uo#@dgWLnxhZ9prSp&tV z(}Ut#vaMV}u{bVoh|teO$tURYIilohGUukFWT6{M;JVdgYdt+0SRPFemWRnEa|O%6 z3BV%MG%@oaT}(&J+(+izbj<8-#mtEil8=F;(-u|UN)MDb$#!xDiri7%XUjc#R0-*3 zqT>y^Y>w#o6Pa_<(Xm%!bl9WG>?2bTP<8_rgEK(czi~7Pfh01L%%qFxh?SkmoSTl7 z=tzRSjV+R#kRBw*lkGIXk;K={j3le*vN@t-1(|cx(XopbN#uqX-29+rBIl=v#kphy zxxzxeX3E;Z1eG%Ju$eBDBOW%AIX4{-_Gob|yn?R08fLsO`Osi-TY6aBLbj7DEFAKV zkZvYAZlcTPh>q*YoSTl0*;=&VnH#fUR9gB%dU!lbHk2zoih+Ok8Y57t9eC|Ng&+3w^FM ze^y_qtk0D$PLGB~bfY`&!Hb&b?3 z?JMMUV%B(o%9#E?l`f2<|4$}!j_`kibF1p;E8pgufQ5dpBLNE~1wS~HfQ6ERA3;pO zLP^07lO|xHq}Y`7H zB>1kRjY1tlyOXgPnvLtxr&OOEETh$9PN_bf-g-|YWue-@kGKN{`Y>?BDb;@rnxSJ) zss1ggofJ_2nv{jJsgoS5X?#j`=cA}8zhgXbIiI>~joLq{HwXN^n-hHf zGr4S`6P>u+=oXolD2pF$oz?mI|@YOo^rw712WQ({0 zz(0o)69SkhWB5ki{$A2 zSIC^3?)^#1`=!p#oluQ2!bVK&P@lwb_xV| z#DpC^3JnN0rN=^*Y!+7t_zPz-!9b~HAmL29V2(&Ak~udW2~!jj&QvxFz7+e0^icR5 z*)Fb7Sl|#10(u!(_%vNIM=V@R=G=5F1cnD^^%jbufbe8`6g)<@h${+Qh6hX|!~c)c zWpecY!(`6yF8}AkGerMM@Bg>S78zLogGPq`-=fRp=>Ip#oSW|dKx(MX5AL-r_1Iu8 zuo#@NflEdR`WU{SO_#{g_q&lfH{JJv*kA3{+Wsl&y?+wfA_Lj>nMQ{HPoT@>=>Ox% zoSW|dVA~H53ol9U{fo%O&H)8cZ4wTi}VGw2)mz10jp)LOLR35t(z-5weRy2;N%; zcTi-(j2-Y-si>XW>P(N1cCvw7@v*N1J`4rT5#$+k0Ufcip3J%F*a$2yR!Th^^BNwm zN{@#t$wqO-gUbdJrj&_+%jrTnV&KDM&P~U_WECH*Cvfgb4}$NIt>Ov-m$5|DL7cnk zQaPgF8)VK+M?qjs2{MO5M=ht{IrDmY9K1@liz^QNiw$GOlu|D<9=t-A%Ml5`A#;vE zLV`0S>KF>&(VBpT+W5Gb?VTCAjgOP1x3X<~L$lU3?Xf)d*k%^67@V<9bX3x{GO^f7 zm&y@~yO22>SR85;w0ODpQd=RXC#vhxdw(t28m_TOz8kd9h(%Hx)9b70(l~nkI5Ov^ zdwmp3+w_}8E=ce5^T@Vv_4&-m!3o#J^!V9ySsXpSiOjj_9v{&Qw<2m0{!8ioeJj}# zuKwO7(%-0w>Ft~8k~n(%1~TUeZzo6(REEJ%KqX+IG7NsmF98cB1wW{nfQ6Fc%Sn&W ziQ~3=4()N52IdxNnUqBC^tNMg&nT3c_aqt>I{ z;6CjbYHI0dIC$}HMLkk9Lv^BU3OtvVj|vvbh?5wLNF#dpgD>Y@*neLCT(1}Y>^{yb z!hh@gy-VOf{Pt4*aSQ+NBmBS1`F~fi|LP;)u7f=6*7X=LM#7)v0$9-d@ymddv4vuL zPpu>0SwO3L&*68YU>d(8-&gJKU%7RCWP7d;XCC|4)Q5HTl-l~Y)JJp|Iy&-2_-mY? z_P-cato63#%lVG}m4Lx&p$c3}#h%Sjx22rh||+FbjFTvxtzX{lHR09Hal_v}G4_@r6zu1S3G0+_w$4>lsmrle+5maj4v zkr8BW0&s#@w;TsLO2xwzs*=gw$}mo z_gLv~8f2YtlP^CD|&j&evyX zExH)qKb9_yqxX*{b8fo#$4iS@_MV=T-t%XXE#m5Vecn#f!|-~IE{UVp%Vf??_j-%8 zmUamF3+X+6BiS0R9^Ww{p|hPg{ybd@M{j?I%=z8p?T+x-f@jiu`zf+D(s~$ef$*^$9Yf%X>J2 zDcr*JZl4b<1}A@?5fRp?|YCrH{I`k_Rj7t&K7gM;d^D?pWgNFBU{C_ z#YbiD0bLC5zn3nJqxaX5IXB(=JIPjWY?s!S;J2iQ!H3A^afN}t|2I-8v**8**2jRkBH35wLSa9}uzY`wqGwj$Z!~nRC;z?mlr+51= z$u@CydsN03wa@!!bV(fj{u46iru%(o>329MmM`b3`7E@S8m`D!wBSGSxYSwyIAAe2 z>7TyCHd-q)`nS-fa>T<(GUuk_!OsNc&SVV*howis!DOqrMgo1;r9^?$#q|9FbXgpI zzb~0{gzpnZha`0{T87HZw_qii86a@}y?*ZEtH=Qmp}KYn#+sefa7=vBy0afO~f ztr*Zj_*HG}>Z42H2)bUzIl*p?0bl){tPGHmWANZ)!e`Sv^E$d29T)xe5v4^J!>OO7 zOXKL&kCQnYk))roh-||H?)~uri|N}vegv|lT>bw6*&?pZSkEOjJq)jZpDu}`*B>Br zZo1be1gvFj`uJyhxBs1N5?8nDvxmAOhTs2}E{dby|3c>6biYptm`m-K2uAxkD^s`m z-GRm6j2&ia(*{;;3VJLrm#K>3`*Y~RIQsr9GUulIeq6v{+Gdb1 zr}z68$p&%tyFOzaR>Sc57wCdG`us*R=XaIQwJjk(P4DyP$p#q!pWAkYJVO`6(dSQ* zIXB(s!5DAZ7&2;A>NIaSuo#>)FDAxE?G4$6E{vn^-}%4i`3+3hz^9NCu+Ucw60lHG@MDJwSSTs@fzJdilob37dIAkp>dg}t+zL0#mTq^6ELT0Q^o$>DkECwRu zH)2ZNU&d3>EECqoOzw7|OXJwRPbG6Uy7$S9#n3I|P3r3@RkM9?-$tR`ay{@$5GUnI z-mzq(ICdy?|0Uu9=WFVi-ancyj-&UFB6DuK_s1}Eb@lDjq3r=WE4|-qWOKOs-JjCa z{f>&59xu}carAhJ%(?j<@6PAoJv*kyZ%ps;&y&rO#^b&srpG@+7sS!ypCWUP@OXj| zhZ?l-)FA;2J!MP4LP^0>?*uHA6n7*|qr}i@=FkqE#`2+4wE(YO>-_ZoJC|-h>vD$C3Do7* zT&2z~S1A)#CIXUqm-` zn*N)4+?>2vK$pVN;d_!fH@$_6{ySgPCn(QI@9y7m8J_bzh#|-5(|!#MRx_bd70YI{Z?)6pjx6AenR19X_6ibL*y}yVHC8 z8)S>PdfeKBM{Os%i!O$v%kLy}Zo11w%GOiL=@I>v^bY?G*&ePA-@z8qQ3HOin#g7(mVUo|@ic2aOXJ1GliQxDFn)AfU9afel>&n7jRvio(6#n6O__{r?C)iS(kE?>^#Uae5% zeTZyh5e(Gg)BR*iIR@{#+^!@0j7&%kBP!iP7sN4t`VN`15KgtAyBUiiT)*gn`?`u% z)8l^yK~kzlOy0_UiQBK8|b;S8p4^Jfw!<@?+?NIJ$fp znRC-!j;~RyXxm24PVekZWJ|a@TfW@PZ`wiu!_8H?2##((lgzpKZnnJH_~!I(zJY8B zS2s@)lUu%BE^r>JNZenB@#Os6)Wcn zi7`wC-pQKRP>@NFg1vyn;N<6X^ynU;lL>{nbeSBXFq_P|=}-v90+I7-C^#)W3Qi&0 zWgudKP{#zoNpx`>0dNADbJGDZzOT@}AzR7y_Q4y;HP>I3-u0J|E#m5WbI2A@#B};a zbU_@QemYM&{gfmrrUh_4MT1 zs}XL0DZSf&K{kr3+vV-}e#WQiV!HlCx-5>ae}T+7!u1K3*VPI=U%g4dLe2T}1Gdt>msQN6jdI`Vzh z?*5hA)JL}G`k0lyvH07tuAWj`|CaiQ?m|aLz6gJf6CC_6MipzlZF#u+p?@Wquv(}B z=Tfm}Gt_M<=QjDzABX(#o6r-4iS7g0y^FDUas1X>c^`zoR*v^B#4na6HM?p#-0Z1Z z&hFfE1HHkZ<%E1E*scgSD1~s{3y-6%%sJv3c5{@~BZc+VZVoT0u@%O%|h znJW2q-drmE=k@ciItyKauO>pRYB`_Jie`rOxaiRA9|w*(Cgghf^8SU;Iv&L0`&c}J z#iLmK2#d$DcoK`Jv3LfH=dgGIi=RS~X9@z_%Kpd}b$}1gyo?_(cEE?x&}MVB`a~8k zvei;LOsA#}CK1oKt z(6=oeC7k;1$W?P_rux?H?7uPP65Nqf+1%S!>go3u0MGh}b^Oy+{UYXLyjxQrTPd{l zz})~#+DaSq{p#~kdE6_vrars?k+=$fjOoa?_vGMZT-YnF@$N)w7CP6|Clo3t-ilyRG^-Zmt3^Rt6F_@dv~tbm9ONhOofr+ zqyPJ;_JZh>K~W^}t{sN`ly?RDuU6l-y{`{Ry>CKL@D_o9-nZbdu)^MV;Hx#>cd@LG zX38C3KE4kW9AC}DKp8eKtOYH5D`*S(&608#eD>~Pqyf#nd*Pcc-hEI4eji}}!S#69 zQwpuR^HSI!u`m7Bg@Iu`$oeD*?@b>8#Zy=uKN5-uusCQG6#s+8`$t3ZBo@nCp!hZv zc@|NS{_-*K)w=Oe+=9i72~b>x#i)r;oQK8TSS*|b#Zy=;nGD5)SRA|^6t`pX2P|?^ zp!hTvzsI6?Dikkaaq{+1^keZP7UQQu@jfhmhQ$dxK=FMnhV2N&5-dJ|#Uog(o({!* zSRAku6jdzl#Nv-w9JDj)f?*MLc>+FpC(nT5_gI`W6Mw{Di9c3b;j4e|2E`+@u-F}n z(`G~Q3oIVm1Bz|uKyf4%=V5U-7JtWL-?>nniN%+(cnyoW^PtFM@p&wMfyK^yLh(K< zuEFAIEGF&+#cC|>!{UJXP~3*at_z^J28%HnC{D!UIxKz*MP39>?*@nfITqtli6x8R z_v$`S{4W-tUkt^xeW9phQP~d(F*;z~6Cql7>kfe8H(2a?AQY!#aV-|lWAWTUP;5LH zim8V{aXJ)v)`KAZ&WFNRuVHcDVNe`!I25;GvFi~~oQ}n{SUiu#BS%8fvjmDUM!5h*HZ#XVU3 z8;gU_hhh^J&tcJe0Tf@v!n+WPo3Z!}7RxSz;&LonE{0+Q6nWNBqrDEh1isqkQYb!q z1r($Dp|}x?qppTx+BHzj`ZyH#egcZq{~L<8vFQC26c1oA?>Z=cd_5GW-2lZeusG;O zD4xaQmYbmHz8Q)+Ux4DbSloCE6dkuhG3$#^yoAO1w?Xm2FG2CSFGF$o?NB^;2NXa2 zDipKsg5u1tL(%$eC?5YF6d!m1)xbmp)i~`T`0B-np*Z#tDDJ}IUs%+B0L80VWFLj% z$5^cRAr#-mV)2il_yQKYJO)K47Pn(D@o^|hPeAbm7T|)Cs5q_Qz&M>2t_{@qkjg)2e9}y7H?s(-_N1A0E_Qn@lPxc z_yrVIEbheOk67&WODMXrxDksHzk;F*i#xEG`4SY{{u+u`u-NWpl!s?5bG@&_CvW5{ zP<#!GH?UavJ1B0zV$ScO=)mH0So|D|onD3FN-T!I21O?p-^XI&AD}oNi$7xVgV&)r z;*U_Ai^aFF_!|~W{shI>vG^+%i~bBnFBUICk!Oh@TI!;|z*q12D->^IG5<{{_WwK9 zz#I{4{P`{T>dAjVvEM(TcnXV~--hDce?d|EHx&2%2Z{+>K?nM2EY96}YoN#E66rs- zEqryyC@9{-;>giZT!zIHSnSXOMGqE-je+71SbShC6cfim(T~LrFy6|Ge6LokZ{zWd z^C9RtAwwO>FR}Df0&m4?J`feZkL%7=viUP>EC*4!>K2w|Z(&{H7S@?;VZFu{7K692 z;Jbx|)h#SIZeh{wGS+4jNR$H9+Ql)u)|dr9Gimw2U#a!L zR71cv-^S_-#z-Z1F{@`zD(271x5EjBju7Q(qk-}sD7YI!R^<=MtgE%NyM}`gd;-b# zYmsErEDv0sD?rX25b|iK?%nFs>|~)?3fGzT?*a;7KWSv{(wyo^oF1RwJSq#QS)A?3-14w%#l zQtkpo-bFrTt1h5?rjQqAh`7<1z#l{6zx%{HM-i_nm3u>kBPRl34;0+7yBdUWR5xEP zl*-n}o{QAC_|&G%l6pn418^0V`CCXl19EKsXw%4D`Reg~_(Eg2vo<7j1{3ppeaamS zq1#Kvjrp<<`Cy-YLq7N&Ry}r_)t3A08|{OhsX+H66dY9{-zhrN2fsqP<=acTkXDM$ zYLNE=m3OgE8uEc6HGFUtlHKEzg?s>H(vH?gK7q9V_Gxu#C9TZ|4WzGiT8D%E~J%up4A`^A?aUz(vS}nso{fd zK{;=cuVKgsKql>IedLiy+w0Tn(n?yJ56(lfD{Jw%qr?XdkSa z4s>@yVQB}7&h){(NVmsMk}hOOMQ0dtf1vQ%eX@`-6q(hI6(s$vPa5(8kV-pRY41SV zpZT=Q2BW%xMM^j0+sU{b3IU7dY@JP9ai>c%F0u@kWiU#Q^~fM@||J! zXG3LgN~@soegc09QE_U>tKerP>W-2j|33%4X09urEtmW(fl>WyH=z3FEGdRYC1e32 zUld05Fc5g(++9+M4!#R!4J#dm4D{~V&Qfm{R=Bd2s-JFhN+9x%n=L5?2qk3+R>68< z%VrtocBQo#*{ML`J?4{%EJ%_amD`-J6mrF5*urIq@aIUlY@vMK?qREh2{Whgt)d|Y z5AFdB-hhHTRqV*KKN%V1D}HjqB;RHZ&@Y67)6b0+AXlrFAZIOgz)^#sZ;wDGJwB89 zu}tKNt<7*#Vxc|kxO0)wEk2`obI8qQK}o)a41Vh~h*t;JM034aw(T;c&fk#9thv%A zVr&#)Q$U1fjm1Feo#B)35o-;94^T*gK4fv7&q73|2nl+^&iE42{=}z^M?^7OfGj)o z>{pR~+B~WK>{#)!4H+Ef0I_$X&mkTT$e|0?wmLSOj5?6fM}0=|mW1PNoAQOO?l8VT zhb$iRS;PYZgPM)W&ymTPJ*7$Fg3xu^p&6+3NgAG8QteIniuO^#;D8&^Wj$d6mogT=Mry@Hi$Uco)WwZDA-OX z>;)_ig@T8jIkAE;7NHJ@g|1b|<4&JPyfUB%-sNXv>|W%u$9yTtp0Sd!t@^MEXDYNm zaPY46*~CY#T;62xMPx8>fs`Yj0bt!QX)Dlrm-r0gy~2=gu(%po{L^RAAn*mJvY10! zGC;l*3hvasV@-*@a52A0?1jskSY3zQ>OQylI3{jL3PS8tNdJsaFD4iwS{%D@CrJG= zQt$6~%)^;362iEg?OhK)s)WY7c@cc%sTuAR@Q%dKD&GW?7xiN44pR}$1fu?!?#4k_KLf=X4GfyzMR{jVhS zUfmx)a)aYioVN}?D}##$q-7hKRqWLJGA;RF3{E%z82ry6(jcO%h-UzH^%GXc(?&H^V^l|pX~g_bB{oSp?HUjAUo$<0Q5yb$730~X#e-|23A z!qJAwGX+?9t9?GAGiqS#VASCrLoQ#IT)c}8g^wKKxZlXz2|p`{i-xB^q*5q$Y|gA( zv1Zw3sVbv>6{+8Ilr&j{hym(MXGgZWxz9H|<8tp|z-5oaC6|b17UmKXV}GFauJswX ziBW>-*btX5BA1CrNHHQBYfuarw*-c)OqW)m_g4E%M28h)Pj~|uWQawW%g&a{fl(0S zwjQ~C*ykn^=QwVGJdbhsBy#w^&mjVgL8Xjl#`rvke7na-ICw7H+!&J=8-98 zdyuQ2?=pe5Jr0;%2?g)m7rQcJtg;oDa|rYMEb?2hQt}HUB}TYTHQ;7)9R@7CZB|J> z`?<;m>2!Cl4>u&j@=C~TlYyBxesyAwjBkkJ3}EKnu|{%qc0>*`o?!T53f}{Kyw%4` zX3mBKW+9>00}Jm}pU*;9!*!O*n{s7;(uv9RPvo`!1Syj0gXqWOCd^_U-b4|MU|$46@6`2@TFg0E z^sm5afDSFfctGdvc)BExeso{1qXUM-;YZH{LhpH>T8tzukM1bIm#|eeO#VA0|9DnD zT+Dx2$h*p=nwsWjFufVby!W0VX`>O>R>*~)+6hG7)SRS@Mx0PN3;STgn4Jy8-j96_ zVr*lPTMs9{LBccJ8b5kNz6^f0^avLMvA3~Za)^Gk-UWOJXuPXBB%v5*TV%$~%ULr# zUk{|-qP(P!Ze?w`YI`?q7B^WO3Dn**cKp4EOE~M8h$mhayq+Vj~BV_JXjA|WTtPmpoC{THSK2MU`z!D(MoY@8O z(KPJZbAiiwQ1Jf67UY6lirKS6LR^mIcl+eFh7%;WA?^prV!E$~En)>(gcE5NE%yXs zuifWhYyCkE!4WH?uOR(PKE2HeOUzXxM!MApfb^3WNb`jU0vzQ5(hU0s?lkk~TNsn? zA(KBq5#7fJnP{t5jK#l@#k})fS-=5`-~t$9aS%{@oz5(5uH1+$9`ae(Tp3d2tiF=k zXT*ef7CB7t?P+smkb~jMnLz5*eR^xdhV4!JEDLZ60s2;CaOcI+kkjBMWdH8NU!k(9_5vzD5wnLb(yEWC4lKDNMP@-aMBM=t;H zx$J9;=!P`dck(XS?0`pu)4WrC&mG{zu)%P_L!Q@5p5FDBz(+nr$J27&q4-%1(ZvqU zV!nze%qtljyajhdFq)k&1)3|akX{f7_i5sW^o;&9K~Luv7V@%bn6 zdH<)REKUHhC53upR>hs#4H@Qiq3>c^l6rB60$eQ3_ee~#qS{fCQjo<^<@ z%NgZ?K;%8>Q;H;Cql{{<&mi$9Zjw^lAFB_?*<-%|MBd3aOG+_9(;ll0#Tj82(0JQ_ zK@!>@sSm>$ye~>`Z&4F$8C%FC%IHE%Kpa3#LXI9)2^r8-T=HcdMkcBPlra zW>oD!;7$Ibq_QK)Htc59y8)s1q)#norZidgQ1B}xD&7|V$iN8ApDSRG`~VPol`lzZ z`y=%*eKFMcuKcnj64M%*oaV@sJ@B(Y<}J8g(u%=`Mr$2nGxEcL(!1*pNv?ODal>my z{{WDB-~Otk7wM_?_^6>Z*XicfTh&iRI7;PLV@t#_BQP;`RDb*B*$Xx{dRI&U-)- zd-pyBA9;R-rvtrH@w3XWM2liu-q;Svy*v1TsuPylvpog1*3PJZ`Y=!*@Q74Wpp8?v zm-8^J&en271$=E@U}%J!PCg%z#mEp;&i}mpcW3t0Uh7O3!kP6>H z>fL@MpD)%2?JD5&{Ye!+vNARH0S?~BeKw-GN3($!@^&MukSsSNld+FUS>nCH3>qTe z87RGzeDZih1ozZ34f06+X`fn5xLGyeZD|FVvXJXxhXYM?e;L`mdrJ&qi2eu^d>s%Q%L z4dCKk`D4jSj2f)M!RDj27@080gy8U5Aot$!c{H}wv9N2Ryc&Rs1`Dy8@C>ke2?`!) z#K6HS4#x&#Ww-kq$m`K(B`-0UvGU6G^}$<0BLMbOVByX8!)F}Y!!w8sNQVNUSM#Yw zQe%}OIFZ3kw3EGHA=DrE7N z&q9Xw7#2E*Q9lC?y-;x6iHRq%h2Cb$OsTUIE}Ze_&6ynMA(vZyE@Fx>j*FVJXAJH} z2Cw)GBxGY0!O$L>dS`t8j(m3ixl~6?D#Qt5&fzmg`vMQIj_imhKE5YSh!MN6iJo|l~V#7xqPfWHTLr@E1A$~U?zc+n;4w0@> z>QTG9nD>VN3V6I13LYRFycg~Z7?Vz9@)@6rOaWsc0Ol!l)N+1q!r0u7Y_{?vccd(m zI4in>kWpp;z4wOCL=3J>BYU~_63j>Vo4=R@+x!}cpM`>3Lrk2Q#LSLbGSGPMm4x1^-@-@U8RDHL-q-MF)ftKtd6Ms1ZewWyMls?Qp!nGz zq$FZ0MxzMsU}jWzA=R&-;Ht|pnDC)^PA1qzF|xlP*^J*wGMNTwWJWY+v>71tuJUO$ zSNV^$6JL+S+y7oZShKez4u%?jmz%c-(0J>7LNSG-n@4qEOw@KHy0Q^bhaVXk(Pxq9 zM?O)6h~fCf2!DozEw4)5#LS;AqSjM0%IQGlo$pgdn3QE{+2B}~5nqAC|LYTL@kE+5 zGA1z|!(Ia(CqcnsB&Ps0JcQy9qst@R*L}JOTZLl}BYX%6-|-2xpdp2Zu#6Ww`DV=@6+i&ylUjMnZY6B&0xt?dIy`nXT3!RdIOO)Woub%^M7B--sS(n^|}6p@~d zF<~Eh9f&i3l*F2;0>pu2kP#jZG~NcEP=i%~&}il7AmtZ)N;$3;UJX#%+v+!w{AHh9 z%tA^$2guEAjS2oH(l7dx)L08L0eVYwKN85i8+}?0kO5k)#eWUyUUHz*8vPqcH}lVp zWwo^Xg+S)L->22m!C#^~nv31hh4@)@M-sWE zO0}KlNijyW?>~X)UMQl8;3$CF z|H+7+M51fnjw8bT{^2Lx1ogcQ|B^%^X$XnOPEv-c&H)0izyix45A@pwbpbp*+-Lb8!?>mMf*d5^EJ{<4Q4=`^77J|anL-W%+aKz`?* z_fPmx9|L>)Ydv|(1$*7cbsxu`$Zt)1^klqE&%ZTI{mSk=;lKL#o~U1c(h6;h|H{rG zSKzbyb=XNDAOF=qx2t|-$9DOz{;^&4D?4M#e`V+M@QkVYl^xIHzp_I~csx)2%FZP5 zU)lCNJd>n;W!s_nuWTt0w?nC4* z)vv4@=fC>hxcZfKZTwdj&#-G#zp`+~e`N^AaOVHYuU)KfTZWZHb@d{@GJ0FQW(B^i zkAd8v3ol5(4gYW@w74*GL{F{_4=-SqQIOJzQ$>FRICLLZA1Cf@>?uJPmxmj+voMcc ztU$v9HfzhJv+&kNxGdW{0Ag%?Bu|NY`s>5lQdy|RtYbA=*TO|M;;ErWc`b~xzTH}O z@noy^kQ%;f0^X6}o5Dl=SSvy)4~InzxEANU zez?DLM4=aCs(|XklrZuE15I2GFMPmUim}hu$_02_eKg+2&35VIr!nwi0i3m}!j+l$c?#Tik9OoI z$Fls*5ctEi@DKQOo(92hQ^UVOhSmqU6;kaK{)MrFi+%jxcL@IuDN^8(8Zm=M;N<}I z?Zd=y5jq|xLz`ND@`as}gZ<9Az5qMm30^kE9Lh7 z`W)-`d}(N*zpT}0yK-&$GUz{-%kDrXW~lyT?D*uaoT$-HN|F5+8+w_$@@ToCh2}pAk}wqSvNpKJ(2wS zp@i@Dg8nC;$+AmWvZ$;se6W^3&j7ddR zmQ{-t6t+e>)aodRT4Djq{z%-pl!G{fddJEJS6O%SYGM}D&JQLkY7p!5XYsoBjh4*d z*iYb7#axVy9WyW1vG4Q@0@QAQ?U)>JY6`SFGVmb>dIZRtY zt=Q=)`|oNR3Vs(Lz$s`FLIaglG*t3GR`Nd=mT?`y}{1>Pc`{ul^*sEj98<@LTMY;Pld_(hEFB~9pRPWV~$Uh-#K?+{W*EZ4@? z543sFC}XQ@?M-YAizTrfZ2(mW4sP>T_&`hh8OuJ7VtG*Cdu-7tvRYH zQNdjUsv-!6c1<`{32wBI!k2#xT2^Q%^qt>z-b1oz+qm6qCR%vB)QqJ>sZT3SPTxE2a2Vj!QbU7>E94Phv< z5?GnhASVGOgA@KHgyp}XYs^zEfnXKg z{hm_zhyU#N#eViElJoG-QN|BBQ}PO$UL;mwZUMvFh4Ia9|JgUX=<77@L6h5`uM93C zy2e2>w}|MWO48V(e-HiUn_4s%f7Q*;8w1(87zXN)RSQMX@5f7p0wei7(1Yf9$`e3%t{59u`|hSg|F1X7=etP$lM-CVMM z&^IExH+Tj-6DgSQm&h8vS9EhrQ6M2yLXgKUQc>Mv_<`A-xp%^ z?*AT6(n2YXE|FH%Pd!Dp62%fTFykEz&_{`JV-%U{4|UvYa>y=GcU8C=_KLbfffo+9jd`vQgq#?fjTI+t{J;^JtVP?FJ434+YL;_goSTzQ6=I^ z?#QS5w{1fW9c!GWQr-T$xE~+r#h6bMNg72gn}vTxbLe*W59WqUBIW{oa#hQin?$C% z1yyx^dIYNIo>Wzo%F(iw%traa0pYHgr9_g{vV{^uQf8br4q%tnAMo z=yn~NA`)G~uP)+qV%)rXK`ZBQS?l07b zUxf)goZn0k4E$npBZxEWyD2h(^ky;Fp)m~tS-v3v1U%T4&b~e)rg<7Z7VRnevrygO zs<|3q*pvy@^!wdncnjl?pz#$rVv@~iBr=j5f0Hk3}e;^{}6rvvwzV#P&8p^5$ zCL&ph=Bo`DMbwX~F9#|jR!3Fy2P`7GSn34<9_^>tm3-^fxcGXB3nlk zZJGNnsK@W>Y*-TS}dflxte}bxd|CHE4c- zrIRwnviDHdHl&M)<`u>gDO=$FqZJWLUrq$Uq)OmA_6aD7=o`#>YsI1ZppQjBimq%l zb$o-zrFEK)Un!B(=t%qH*2&mL0gFI#?%GP z5$+Y`(IAlr$d|f?`gt*lBKpxNiqLed+e3o0t>KLF@&)vdnrMY!jU;xBvNa3>g1 z8?6~0dHEIjK`WkHEfc4&LN*O|?eTOW%TgW~v~M^MkAI-DGKEUnIy@eaf0nekXe&C% zY=%U;hvx~jM?@tc&P2f^B%BdPKMAFZRl;1?h`=z{*|NwXcEH$e)NsYaLAW4bM1YQa znDV$oWd*A6xIwchS3{yAJUq5l1+&-c6LR9bFq|)jw=TlHDktMP_A$rf3uf~j@?7=_ zaDaF?OO0W&N|0o-lBPb6A1Yr9FEPa9=j=c{9H;LdzNWq{RDvhXtq)^w!>o^lt14Kf z`Y<-)_YOG?&J>S66K>%XSAp>_I^jOu;1}C=l-m2@&E9b#o@XlGmauU-ubZoR%A1Ut+@Gb+Q z`e?6E^m1@ydt?8a`lwpDCtEI+s_>A7!a)7r(V!bs&|B{Rbp+nUf;vi7TC$)T%9QUsrR&S}6 z;G%T#afz_iT=~5E=v);n)&@5`aVyuiW!H@1v+9$>67V|)Q2{yJ(e%`NaK=fYKBKF!T zOnF9gc}831sgHo$w!2Gk$rEb@qhzcQKAWaJME%TK!*DQqeORsxFCSeG@ojrQEaspw zm*C!DyypV0y%@Qq+_j?ES%R=QcTIg5pex(IW=*vp?hLsYSipDN7OV2Byl4;{Z)3Rh z6YG=8d3YmkF&l(ky#?+wft$Xo1=f=4V+xgQX=A?3dH{$W@^9A6G;Ev;59UgbRyh(! z>JFOLf!~?hBa!rcC_rhcz}BZ~8f^pD(S>y!D`z=-N|g!(%wZ>%Yx(}56^0jUy%40= z)Q2z6^;Gz8+#L0XeIZ&A8=Zyr0=$p0(pu_lt#;>OB#0A=t+JDA%@sSK9=rdo6(83E z^J%T6V!pKtB7CtGR$ub1a3d7ht@YGQOUtRPg$m;%-UipoXGmM;?z3#+;$^MCyHYC8 zo8P(#?$2mtub65*4S7KD?VaDs7U%HK^{w!f)5Kc&eD)N*MoT~U>tycNUAzy29oKjt zVb=66hyS*C|HVHkrh0EbZI zFyzcl(^Uk170xr#B6GM!_D^IHk#pKDB7bBS8K*1~3P%U>#~+;J@xxeH;t$_W3o-mB z_UH+LM~mn<9B*Ni@i7+?=x{F3l7<51S#->`L1e}^F>R^kyyM_W^~9Hmc&kv*)mX3$ z(p!VIRQt2^o6~`-?pWQ!|-q@#jq7&spLpTY=P`Kdal}SsvD5 z&)R^0v1j$DXL%>V-;h$i7yjGAlPT{M{A!l>KKSo4kEc8=$*FIrvSrw?$)dSL0z*Wf!1SXW}T2HyNA)?wcK82-h)ITHU0c=P{FiA`kd#ayvI`_%cZ z9o6|VEz4qBb{M9B-~&wi4&ymr&==REu^Rj0My%Gr7dK%Y=8K#0FXjuD7zKSXWXVmu zr6#e|V?HEMkVA@BRH!u3`-+=Y?sBlo*LZ zZ1idZ#QPw842=@KOZ{*BDIL`U0bG~E@8Q9|Zg?eymP#-wrUJb#MZf<{F)`zP-1z2` z_>Ffhl!3Vy@6+tt&xmii#NOxOV<2o0h1U99CiFDqsF}`~jPSmQ!UQMCjFGi>XDZRO zj*p49qeZlD8iIV=_~y(0H^OT7Afv>t);c35+D^!kTTQmw#QcANyi|X}`0oDh1=rz1w&<6 zM)e!R=`5R!8}gfBIyo3E>Z3a0rsXzRX2fY`=CDAhtB=CHyKF5o_$$|>{^oMHhndX< zvvnUBu9RVtp$}&@i(ReN5}$4^RM?y)K04E~g3m!$`tt3C&O*MU6~AunD7C@@QEUDz zs5`&4R)I-Cn5dS5wKDELZTM@Tg^B3^HJ|&(X~9-@{i9DOHNp97|M~M<^RU;2LBntZ%U} zG)f900%62fov;j{tVzZ{W{DPViI!kAv?Qy{9Jo#;q)_JIUlPp034-Pj@tDaY7R$!i z<*^0C@!TLWI~POMw-*8g;@;e`T2HzEEiNJ(9C2G z8%JdQfW^eh@gy$RB)hHrKCC_gGiO+lhc~U4a7T#n;Z!b<@gox~c1RFGXiB&nmvFa6 z5^lSC-O)m-(VRK^f=LoS2Oy{8`Is>isBAucHh=nT`_mPc{LH*QL1>oiDYW6*7;j_V zJPVixHcf{OU8PcAE3WpoLciC_j^DSooSTxre2UZ>W|X0T5$ z+UodaM_0^5ja6c80nxyhpy$gC0ALPt#ro7mt%pJG)D9QZm*<|e2uv#s)Xfc4OJX2@ zJSSs#XrXnXGLIbDv0h^nf8sgrPxM2!nv|-GcnHm3bodVOkX1J0q1^Zsh=-Te$NRg} zvbcK-_n7gGW&XfUO|jL-YgrW^i$$a$dfo8okC|u~H<7+#v${>hF}da5D)%;~G-%ZAYX>2%nTNlnsbAM&fb)a@ zfAf@bT!a3~1$wH73s0AryQ&-}GV4RO=*TdiVn>zdPnyb}Ol*$gD=vGho=olv^pZ@U z)(3LEk?HKXXR1NWitWdv_7w-?r|kE`^SDgH6x*sie?GU~!ozxCFV$k@6S*FM)1!Qt z8lKf~+(;EPl9=hO)x2L~*Y{g2Cai~IS19C9h^tu$5kOz~Otuivc zJ0hLa67ZJL%A(xUVi9F02T}ZF$~zNS2GaW?10S$MM z+AP(YQk2(#r-s2@9Ypa{D^Kl>V(XQTSi$HNwKr-GK0mx`z_W-s&p}K-fAZAcsHteh zfSCUu*c&DGq9xcHwb;!U`#Jc+Pl>#n(F3eavvt~_FNQ2liP$0}EY)Cd)M0K`Il{pz zezxPOy-{q5IB1oD%vItQC+&?o#?1^X9L(USJ>G*pIM{M@zzorQqqx_?d!tsm3Afro zI6wFC9`%J|YuN*4MMYSYw>6 z0^?lUF6UDm`1;G@-utjN<9jOpI#ryk zDUPK(I>SL6)obQ_aoB>mqjgxXISyAlVK*yGvmSC^9-Kkbr??2uXlI5_@`PdS?2UneL&xCkKLv%F6KrL;{GYtg?9FeP4Lv zwX!R#{_$MAmG#V4}~)vH&pUcDD62`<7n zl_YpJjPWYkLn zpwL-5L7^vt@^qZg0*Y5gy*!}aYq1Q~dmTPez1QPYvWX3Ei9|Qh3)EQEOplC;u~Z7j zZ^SYL=O%n2I5$)6bOSxr`ISWGE9iwZIJaP_6gaQMG6d&Vd?GlzsrC$TZlf10I3AIC zJC;g;qebQ&3}>Mp1S#B+>fC%dZNNJicrBnjTpF>a-`!ZRBQ!l-`T78`daw8f273=a zWf)oRjag$GRCeYrq?lzuvHy;c$ z;C>Q#8kkz!XTv)Ca{-)1WggM_ zxFG`?Z#Bi7wzryJ_ki<=Z9F(mTkffel%GuzibtH%sX_`AZLe8?XAqyd9`tL*@#|-gF))y>92_EV$nQ! z3GSMRYxVNwg8gS$R3jN|eN5cO7eVxe6#fXdh@8;qN&3489_fo-?8Xuw;>%txeBGk^ zxvtC5BU-u^&#!|E_GnkR+_hF*aTDil@v|=~luKh{h1~e$SiJ;S5q5#w9yrGi7AGKR zOgUFBPF4$J@Si$nUZ~~7y}7QA9Q*@~#)WtVa+$0ttdPgY_`vEAdZOJW#EL^zUt)^q z>PXTFmwJerAbgtp;yDXzrIB$6a3k&js2DI1LW{i1^58*V-05|_=OR?lTVxJ++d(~* zu_5?*zolKv%n&i+C=0({YFt0qGz>c+&J9uPSi=80j0WX;ay<}=tfzkrJn|PoK$6A% z#MCv?nSVP(KZDR5>?=vZW$1nI@mHjra-GP2`VyuB5p?niu;3g*P-O6_mOcPzXRS@C^2INug-W<+W9R_g{v>=-S9Ct-pONK95Q zJ7ql$ZNxE994%}w0e1#R3*`~Gr!lZA*MqUhdioV2YEHlC&33dDr~cVEG>df@0x&Mi z248TrRmu>B2#1Z0gW3u>I{GU0BF%~p!C<;@4}t6}LyHt+beo9kAA4N&FWWb z(bj%+h}2e1?{z?r^IJT-EJDa&lv5zjmgJY9)m4`aLGY3~}hl;>HISJH!-)$Y5Uknxd!n;Kepy;PI<-9W25I@q< z&W=Iaq*>Oh)Uq>O@dfR>C?T{G7naBmmTJR$KBgJ4QM2Oxh6hz&9qw%x{Z8Fvhl^{{ z9(sk^(JR{FtdA&$vB#vx_HeNP@y>91!9rMsm|b?y#M3sz@GC>VG!DKOeVKdbcyBAL z(JlK&X00++2LG^gUZ$4aW{tfpa<`+SxnNy_!nmHIhV;gk1vSdZf)d<$B9-fb#3rLX{hQb4mv!dW=a+Zpwu}u`>TnFO zK40G2--(QeI}(oM6cQYl0gS;xD-^79bW|W$5co+f07G!&prfO!D@TNSXnEVLY51rD zgi3jY?%)-w)yj?>m*0XiIsd{^@3JdjPzHpht!em{009JOEaI6ECMh;X=jS0J6x~Sc zc8jC$3q1P#+N)B);87nbyUHepGx5a87U zup=xH{256#le9>6T?Ix2jSO3GDl4`l`*|Aym-S>GOR=sU?UkHdhPF`K^j1Q-86Lb2 zg6h(pT(Rxh^e33?tMC#kMh%n~Y6za%-*osD_?^&FlLZ?o7NgMISEK4FCMD={6L3)m z)^~Wq`M}j`-3P^kf1dX)?d-spNMDr_qulRo1q6zn{jhNZtrlkc;An?a9f=(18zFOg z8wnlI$ktOdPu{9Xy-f77*~IfF>)1vSfij0_z>tAMIaFXR*-wwDktuV*ZUr{2t_cKr?V3F_jOlCPx|Wo`9XbJtF+y{)vFu zvF3$p?=4Np4q3Hx0(R^^Tx~LbQdrq+o7e)u+!XS?p5bP`Q5-G%a5b_zd zM2ygh!w9TDAZ%c8?=W8hI}Y?-5!$kL;WWC@w)XaEYPd&T0Ev-mF>+|06RVh62?cl@ znvkXrr$twTa>UC?%}aG*Bc35LV~Ukq+4Ue&_axkdv%dsWVXdC0s1nLl$oJlxn+W6; zf@dJNo!AY!g>&+pKT)*m5VKYKH)_ca-4dmLq>PGqE_I6x{#{7MVhREY;lgF&MuE|s zOZq2*xXXZu(a(wfxm^KVz7#}iOrf+r+xfM$blRc^-aj z#E(nyqaQzp@uPwtllbu>{CF9BC>5^JKF_>^D_ZFULAg%1Q7sQ-?zESI>7Y~=ouy$G zs>wr;lE5xHd!jIe>Vf+`1mXqV2h=L}hnXV~c3}d(MZLxh;52=pRDiGD7 zPWTrM4BEWveI|D`Fv!%j(oss~5llZwHq`R^dr-Ib zXpBf|Nvj@upOH3^pOF%Y@NY<(m=~W1Oktv4wMRbq>t}*z7|#g~G(d z7$&U%brK`JNYjpawz#YVCkNLzP^pZ$6`qL&0;>~74-C`XuX=`N7ZbpN=m1_P=D8@B ziH@AF{XxgAKKqy8&k!FPG+>fwl@I~)oG$p(72U;^ZCP5T^ntR&3H0`s*4TQboAw0a z#8FslyXg!{7_eYUC_{^J3@qe;CMiyW2_yDmm=>tC0PgG7y&wg1KBvs*WbP{-=Ky3(b zX^XJKjhOpst1MyvchNoOY64RZ))FN!c}=m8Im%n)QEO*z1)greK}Km1R#&hVNV6WB zUEIY7tP;v{xvhT*oSG6Uak`Lrx0E>Zpwe69x$(BG5J_h<9*~raV{q0oN)|Uvpfgk- zg)@!7bI94M2D!nJ144hBG9Yw8V(O3Nn1@A7_*?;E*dSrtqN>WG{uDujkFN%H@!yn`T&Nc;ft4FjSVKg+}wz=8dENm@2{` z#JU9Ib3--Z3Ci}{nC)^bE8#2oZYOOt`K}8R<7YKwyegQP^YTTA9QUMT{i~Sua<9p& znB@KO4adAul9)fIA@jLpX6~yupRDY^i`hR<2pqY)6INE4651ngR56m^|0*OnYRMqG zrS42BCd=4_gfVo$jwh(pxSM$=PdI1;EI8NrghLb}zWs~f8|?;wakNEv^0Vy?%rD+?1Fzb@DaOB)V9B`;}X{^aN8A6YM-BPOu+Ymgc1J+n8&kparM z{<3nT>)pr&YB=${ZN(~RpF$(GE#&quq(n9z2XqhJXKU4IOsp0Y3;%GJ;v0<>AN<0K;#m?~`p2C42j6&qY^C_ptsj|e7 zZ9YDwXOJu4&)mVQJs2AgUhT426BD16?zQC7uUr;E08D~gw%kfsz8v8GFBJ6t+@fJ& zl3R?%E~h>&qwH~ul_DS1I<#C`7He%Wkh;wYjddHgXNW-GaZzB?Mhy^kiT$4(9vog3 z34&({n5dN72)g5dqY5n574$GyBTw*3wXVU*FdGBn{Rhy`2J`%3+*&z{lIIVHG!<-ZL2lyU1_u)ajj77Z2p5L_9%%pqj;$D4(tYaC656^$X?5J*sCc0| zPyz;5cje0JB{*J|n^F*s;CGG(m_7Xv_c*V691L1w52#|bd%a}!QR@Nr>ypRvyw&{; znH=4qj|S9vD~-SxqX8Wa_0s2SC0xtc06zC9NQnK)#08@QCILj*MMI|STPkIF;?pa| zS_ftdA3~>hnY_1J0Dm8Je_-pHkWER}iz^E#wnRr8Oj4$f-pzgB87loX`|{)9Swx)EGv?2su*PuY)5hmfZoD zFTlz#9LP-H%<)`bz69^Wt6MNybu9<)%O}7fp8yE@`(sUzl|oiC-n+b?8YKUQ7kih1 z(H7cQ7G*;)+i-!1?N}#;8~WWrObwUao0lx_+1lG%D~=6=O#yB^NjnjE*DmYXDqZSe zyI%)GGgRH-pBe(J^g$EznZyEJpuygv2-j%+rh7g{Zwr&^`Ia-C6k$?$8}?Ul==Igm zz(G+{0XgZ)6Y7Z#D&#gov_?3MU@2RHfq2aa2XVJr1&EtCotqy<8&?zbv|b>5$22@S zu@4i8xwH)%_F z4lgBu6A2o!YjE5QYq1cdVl30KmROp_c@}*QQhXz>pWvV~371_#yz(;M!1_&T;roRq z+y+Z{2g)a^Zez7jh73-%A{?KzYGF6((5ChVD}vFlyd;ptiuDjW>Xuhf&8`k8E_y$p zpt4S=MX50YHAVs|MX7|v$a}7*Ukv-TsOHjybe$3SI;oU*y1a60?WfIT zQ~EvS_3nfS<4%lr7&|KJgbeQj@Y$C*e;Rt*siYe+y^^5WZGMQJ5G)Cdu|73%aD);Evf~r- z;5b_zc#4rgxXmLF<|O9t35jpoBnSRrC<6kbFaZjcK*|7l2Pv`elaSpz{UHPeIA5@W z7cigq&ip<_MqC^p9rqd6V=3O5RJmL(gn+jpT1|FHN}yZ@}0*H=4J*AaSY; zSRzw+9*!-5TXXqAOn{0$D&SrOdrx`cHCh8Ah|bZXyL7{NhXWpi)xvllZaPCO7cvYg zU1rwA=&o7`f(+PS&&6X5nSe|FB=#rqs`F{ffqsj=%w00Go4^JawhDu=?QWRPOXjjV zvawl3-`(TuLGj!*)bb5jxlr$-&D{KZvH62w9EEK64I=-*l@Gk;bKcP+Z`En)k`KGU zvF*n2%|65+>PGN+ZIb2D1@4;QPfB^Lz;I$?4u~Mvnh)9}-*FjsC>ijSNy!9h{)&rP zY$rMuC#;QLK$8>jNq8_3x1K7HJ~buQL%d%(f4PJ+->jX!CLBKZjzq~MfaYl^b)RX= z)xl=1w*BgE-DS#h?%J=^FgZyyJVV}4jfErW#Rr*KR0bN-Fqs)$jqs2i8 zj|H(CP$Xa~hr2#JQK%QHbuiw;sT^i<#1hIjECdJ?fc%X)+<2A-Af6Ch!;`uG zy43Vcv$?7(8a#guQE`SL$A}@(H7qLLi7b$!!jdU`^@#eRN8l)gi3x+CD<S1R4gVys#FC<5#XFYFtA)C}ILS)HF;kYHTfY~0(#-g)ZiP*MkV`e+; z`*N|JK{F}Aba6ZAVyG+*R@tKWKu7YTr2BWA`**(CjOGebqGYm1JqnV%X8C@gs5MAE z(?X<8oF;-G!T6mFdU?Syyp-w-)zV z6{jJAFE6iAX5~) zT2OyYE7Z0AfiGnm#KAhlA zJlCww+^MRq`Wpn^x3qvan$I@F6O#~ylaA?RBmH1LYM?a7&wT>PyTXxZ{Xpw~M<Ii4t+cH2IZ4I-B?F_ z3V>>^Bc@6BIBdn?6~R_@_N@6WWgT#`#EVTslBr73++(_9(*?t8z)gY_D~!$DgdVvc z^mfa75&=IN)uPR)impZ1koXBrIT-^rj@2l0;sq}^h6mb=t%~z^QD#k82US= zWVWFE0#q+OQN5IDK-KHXnDOa=dO2Z0^cgHo^-@*ii+Vmsv3F*9@e)S!{4Z5mtE2St;U8s|G8W1ZCK{~jRk9>FpsN59AN?)&&;$h-L5Rx<{4^k7;J)ekuT zo1~u;2b|(!PLnK^KMZIUryz)a#I5?V+p2Ri<_WMHqo?N7oAlFwCh=vx=uvLcf4EIL zGc8eo-3H&)y_D8OzaW};JgHI``LZwnGN47Ai6HtFx9Hbyi(Z{&iP)0~18mNeGxe&My>&Txr`9(`v*Zmgsi6m?6JUjl zE+d|eS31P)1*PG@t%Ksu{v4(h0KE~tO~4EUIlsh}&Y-LU@SamC>Bcf4^G{x9rW*C- zL7f-Y+5-Yw%l7JM0k@Wt5tyybl#C!lI}T2^LnM{lbjC1 zXYSTXtZC`F*S?|B5NdY8lgY8Y_6@-rTq7YMO>3D8dAXHW>sz;PkXhqe;nr-+OLQ!V zK8`wx(#9T!ZyW=|p#idylAw@*fu2Zbp>!xhHZJlRfR75O_h>9b^&W#yRPV9)r0Vq; zL{12(_e8GuX$9O12&bL-(k0$Fa+BTv^R1G{e-8wJEQYp*p$ykOOe+oWP z<2$K#uuMaKj|+iFeDJDd@ahzZt_JQ|{W1GS8oX|Xx0K;gmJ(wW?wq6j1k0R`+;Jc9VUBvh($43TyFf0sko5H|RA<2OK+9Ymkv0qiMLOvyi?+I<@pS%kp86OHcS=6c*S34d!yu@X$Of@U4+SH)Ihf zs3e3)GQ*@>6^Ca7v0lU7l?-dr6p$*D9gzx}0(Z_DMjlTj|682fyThB*gU})VrMaLJ@$o27x!?=|kP7$IqW=vM%qD{+N!rOYXDog*N;M^rZ zjcmmt{zrHQlf-*!W~JvbX|R$>pNK0gp9mD^ojEBLJ5`uy$b!M-I%VkcUT}NBIn;{@ zcDN*s@m`q=$8@ovlvPj-bd(4UMvfGgyTsd*>$dOA`ketwt9F-o7cZ^v#wTNGeSEn~ zyf>g#+Fjy(+^YAxt@^=}Ceey@l4oi+8LcB83)2S!xcwn4Lwf6nncE+6x&0`LB#g-Q zq{+czAE0W9J9VaiEP&~p+9kT5nf`Hy>6<#hjY9EVDR2}hoMVS4f_s|k+!HxfOR{&e zo@sk#!zTke<~A%tv*AUtzxKq>24ge0 zJ$`pz4&X1Rmx&%^{{D;0->*K=lg8NGrOoQp*W<4Qu$R-&L=Q20|IKCZx0J}H5UUhy zv++v&cur|#vl%z&Q|I#60=TSQ;l9pX{(ml)`(P)ZDc6kMnkl-%dDMn)1hnj%SccSw zZ*j}M?X+yuwZ__HL=qHOE_`nHpq8~9Ie(drglCFmd z&qQ!<&>2NCWwEh&(9VtCPXk*0Gb}@b;Zbh&f4HswPNLOMz=Sp}@;Ukial@Kvo`a@e zVyTpw_A4wyy#6&l(a9_2!7;31n|k*qyg^Ga#Y=edCA?vyHRgG;@@`By;f;!OtNfo) z3GDCr8|S;R-C|GHW@q1F0-g43n0lt028MRw)f_L-AVlhB%lQ32I5X4TrhXeR-G9f^ z{r5cGDL0NW-Q%g`#%bD4+mGN+Va@t;K(q9%iobBPD5s9mtWD3F@~sM;X@-WyYK()e zE+RBforB_o{>uh#>#SsCdqCnv^=BF)WWV`9MYLr)HIA4nWzwpN2Uw`lEMX>Mul zWo5!`?QN7s^ky=P4v9xQbKJGC_3%DInEO*iK>Y$uY zzx6SBC#Ao$R`{dBWW_N7vf@~l700oxphP^Tthm&W71RVX5e6CQ_GZM{9w;!(UTthdjW5JFAmuqr`?Qm}$6ALvAkf1Hn zdQYNv#!pxu`<5K+?U#5uF3$D#3JsW)_gWW)Mu7C*V541z*|^bQ*!XJxQ*a$s_r#tJ zMdJh3?W&Jf%4e%&b+_(zZtI^Lusl=lI$ECTiHwDm#m-!w+m&~&sYx`3I|3?E9@s%d zYCLfKHT7xZSeojkbae)A z;gF*NSLCgV`OFDWJcdgnmL+J|!vv3i&1e8v4tyR(40ann1%bU*W~(b(r_3HGV*yY& zM@v*@D3vKf@pR!t02F;xbQwdT^mTz;@rGTR#H!M5{W}8iak7PIC*z}>b{X*5=WLgU zfx99A+?QZ52-W{e21lvy3~=$4aG+eB9H^ECA$+UIdH0y6yK6A}#8GSXAU45}Ixk6b zM{E@u&*N(;XG^pN-&FG36I$hE0Su+|c_ggqi3AEI(i05z3aaY@>eYhkdMr)#Qo=l= zqZ&6bL{Pl~>ve{_M>@PR0PL+;hM2IM!QO^XL12Rg)$IXLI7vG$KWXAo&oL&CNtmV;f`nSW5TwyqiwCEyqCH2K72B`V+krJ&JaeBa6=w> zpga%&MJp+vVvLA7N># zmokVo>L4p5M#xI?A6Ty=2s~Z*ivX}%eE*Wc{tBOhzy_}*zYc(+#rJeF{6pwiP z?*J%TeE)`_Q0lNiu6V`w@31PT*F5{m=$|RNnpDn)sFAUsY0>EkU{Z|G@ zsm2U&PcZR49kbP>cil`Zmg1Q-3(JtynT<~*9Vpe9!5vF{Thc+Q9f2ZS{ zkHu2(&F8a<1&oi9jAg)Q53Ped;5^a_lTxLD(`(gp-_5W8FXpck2|Xh-f8BJEzwUh5v${^5 zrY=H=IFsVJvi2^@F;2-RkFZd8Sp||=$z}>_GyRz+nPfcuGNM34=cziycSQ9_KUGm8 zNp`j%J3Ec+oDm4UL>5z-#PC2x+xUS19OnmM6f;o7(>BA%pk%Hc0!c>-5+gPAK?;JI z*^e+_RLG%H*M#VCX1!SsLBwyT^S@kqXi1@3E$jj_XRS6lj=@DSNH|%B!9A^~15Cq1 zJ-J1chYPdFgSohKF?_omzg-T8x)X)LqWZ!3YuQ#TwE|16XjaPnZ8^O&S{fOJQz$<1 z?CR<$R3gLKGWq24f&&ZCQulUPf6ZvEOOy)uc{pfCN3QfnHz>rJB&>@Zs%7t+SgQunW zOS5TdmNUS_)B7seHiC14fOCQ$&J_q7mx_pYKJfy@4V7(ArYn6^rz=&Nl;iydhevjc zY^o|J??+&L=#voYyRY6|R0D+IJWaq^XlOtn$8H1!*C{3FV*JCCO)@?Z?)TM8g|R%G zBn-h*r7ZjJ2!+^F0QndFTtk;I;~B&}iM?Q9l&QQ=X$9kqT4ijz>d^faF8L*4`DFr2 z^dPdV51C~HSt6L#-2#w^w;6EGCZ)N`KuIuuZNQLYhdOAPpt+(2n(;v+#d5J)s2B6l zVDd1j$sRgVVepk8JpX0j5ebdsnbbu!tB>Nl&M9p#mSF)AD-SwBi(;J}s_q<9$6sru z%ZsuIA6a&Z$*0aRmu=0BPl7`=B<2_#r4_7Nylk>mh2$#qc4b(UFV>6I8l5Q9DmPIa zEDe_i)ma~|GsMED3l^T&3JYgLDvi?6WMND)jwhr3p4j!9B)ev88U<$xi(8<~6QZ>O z(fO%}RAx?(8rX5ZkeO$nzgA$2e#4sJemKd5CK$82XpiL!1cZ7*DfEe;gEcKTpZo80 z!<7_@KE?AVObD$PSjJM>!E9hPGWq~Env}?c43NAgVCTe+7Ue5vi0kMsC_og`Kxl1xf1`F*sE=ycV}6}_RFEA_Bdc|4lPs&% zjmi2o>yjW_N+YW^Ym?P zE@ij)m|{*XI4!SBfp(ugp}eOUexg%gXtJEs@?M);8t--Dr`j^lSW2~N29GPZ?rwQ2 zGzEK1^d(+Ajy9k*vcde>SiZytzoFeD&;TPAk*FIu>@gQbUuAd;40xs~=C9$90!=X~ zkkVKAxUnXzlmXG>mc?ocMw=*`t`?uta7_BtJBd~Hx2x1eC!pM(s?8+&5AJAlE;$C1 zeQ}+z;rtTbGj+_2))KR?mEB}A+Ja3Q#E+fup}sFh=K}q>yL+TmADtZNrps1%_R(Fd z4t5huyC;O1u3OFRu8Cc{qcsS7Eq;jOzdo!+9FTcmm`pqSq%%KMup)Y*Gi-X22Y@~& z^jnd^DQC~DxCs@G>ZJohRquCzrhQ-;-4RePn>wObVQH%OPJC)~Z0wx5qgD{$GWF^J zD6G3huVE;!Z9kOP1wdh4F8W7?^7@QWqBqbB#2@93<>{n*0^qP&B>E?YbFTv@e%ll2 z%&FC>xj}A67;Ikdxz8ePakpOV4SV!MyaCFLPfP0*qHJe{9LUrC8cs~u}-J=1#W0gMo zIrEN=JPqD8TNF{zk5Ioi@%?8KU%C$-o@z$7;hSo%KMdbEitK;m?A(QK>7B(v%(sIbzBLn~w9z?)UI00zU5`D}{?Gt8dUtUc!+A%O8DS&rc6J5x>qXS!mcg^M+DlE1py4VBGGxP9#A#K6c`?O95w*;RWf%9Cw zh`Q(nOAvT?Mdr_x^51O_44wp`stD=vfeJQJYhbu-o=)Yyxm+Uuet;frhaah9gKim7g8 zs*6IX3J-I`IU~xa5WNCP5k0-RC@7-QC-kWqA3F}hueKXFzTOuN!}pdGxVBSx-M-!C zYb0YxpVrB7M)D~Sl1c(e6~BpU@QFy2gVA>Sc8B~{IH^aM!=HvwX$DcA>_i*zl?xDv z({p;jIY%Qj;2z2{;PeiK&Om6uIWC4gDY}%WHF<*?y{=TJlwqc~Aauwtv4BTjM021DPo4pr_ns~G$W;ndOty@6-4#q)FwJ)qc@`1qd9Dx1*A~c8u?rC zZK8Zq8fE1uX*4#lFSW)^_Ix7eILIc)O~T(Xs3-4W=|uMWFj5I0#~@PgU{dc5XQFa3 z$<9P=tst8_wQONppHf3cuyH8T45u@I?+rWq1t9`FENIJ-Ah)>SS{^8p*R~o z;E}Nn{OzO9!dvZ;_F6?G!#FY^`n*P>gg7dJ&Ix|Y3yjwK$kt6Hzqn^f>P-WguZiS8 z8zkl6X}L*yLq`^9s{cWw{zh&YKf&H_nW|P#$#zRr|20V!70{OY&RTiN#lTs4UxZ6C zsV`UI6DbY!gizvR8_nIbSE7Dq%^f9YX_3DgD|1NkA|KB=Q>vva8bIj6%LNv{POZn$NVmlb1=Wd`! zXFOwvAC3Gv6pbw22+drf_mEmdAM@-pLB^?+n0wt-k{c$aa1foEyj zRM8l@{|rCi12jhC9!*27z%6YuYu{z^2HFCFY=NIs8U-ts@&3AAeU0d8ji!oI*o)yn zf#JY347|R^2kL5h{iLDOaC7B(!N4LtaSszf4od^V+EP4E*UOH$4Rv6t-mG@a?=!+ZzfJdy7^1v)v$ z(|1B71Sy)0*)6^$#s$o7Q99X!$A}(0CZz`vL_w_&76|+{90Zn5f;d)yI5rK$G+v^N zDTUt=fPg85Ws~HO6XcIeBR{?F<$?G%ln0`862$QW#PKO0BHkI9Vuc;;LwMloBt@7< z=XoyG7?#~zEmX#kOZK&?MhP+i#yRo-funy%yc{%wP<-0*p}UIgWA z0i`b-ik35MvM@CU(Y!4)@5CoISpjp`1N-`<*?c7X>Qm(H>SvvfoH- z_wF|>BvtfD7{Y8>(km((fz36=ww}ZdZP8jU&~J!KS1nsv+H*rOU1Nz?q^ndOWk<9w zO~nbk(P(J!xiouNpl3k*gjFEf4?WP&zV>Ml7*to7g5{jOwIJZ-XUN4bM-qLr5{VY-LUk!W_gJD_}IcoWe#S#^k_MF*PwmRmX6(GM*c)*C%Q{ z>MCj1U}d~}&6>V7-6LxX8&XejqUfH)H)y`L%Pe;p8+{Uvu&griw3QC4FW-Ox3~S!;iMiDF{IHx5!}6AF z3irH3D%(FVnjTQE;~_`&&cOFXz0rkG zZDViP>x5g4;Tor|-gw~541j}@UmOFI>m0$El@*TRG^gNr{9k7Wz+nwLBBwfnLr!&p z+`+Xo-X9OEJ9BhJap6KMtJ(pG;U*~5{DR_w0H}`F9YH0pI|FL`zh{?V&B2hE+Y4ip z#bn-2{0XxuVmQui#a)nPcJ;6b6fHt%LYz(fIyY3wl`HjJaVM1R%uUuHUn9IZ3|TM- z3WM83?fkC&HM|Q#%Xqt5tWQ?UHCPUF#cH)u<@azQt?!yB=1MgPI87lui$k5cVi}~{ zpr9y|8H?787HT3SCyJ8osH<7GQ_=Xc5I8TxbR&s4ITsE8V z?r8zMa2!=m;>SsVa`jeAD;hLhV5<&*#@Z0Iw>H*~fi z%8~#m?CN5KZ|KSh#q=U=GIYBG;P8=+5x!w*Ryc-tse+sAZmnfATQMnh$#q~u?>lO!|**f03TZpjqnZR(mEAz2nzWa3n+^skAl1 zc^bx2DRA`iG{SJmi#Uio!ErXqSh=%2c^EhmfLL#ME@Q-1d7fX*`5{7jvzQY1K?<7Y!}11JR=-;LVGy#!T=~*aleA0T-kmoFA9L7ccxb{loz)j z%GCi-^se+J4CSQ`lqboqG&mRQH35A42P{K!^X1I9YaPBdUVMY0To(Z4dWLcXLy6lD z<;DOgH!+l(8Okf#59O8sD6eEFw=$I7?T2z(02IAXzn!7n(S9he3V@;wDR(lISGOO^ zT>((E$>22%<+bgH^11*hcViiv%>T$xUf+HwZwP>L4@3DUhH~!|p?Gw$HwHk_8}BzU z6mmEY)NE*fftN?kjrV<6m7{ri@Vz|%pWb-CgYl6g@>KA>Ck)^F0`TdL_xl+i`6p+< zXK%be7zXac0pRrJ@goe5oR~9!OKcuL?!o8L);<}4Pn*p?#rQsrPmS>TqUn5wUa-_^ z&salemb86|wo}Z;(zHz?-z5Xi6UI*Au!`oXYp2*Bn`zHe%MRe(o8tA`=n`bQ+6Ep2 z)89ELdrAPi$x(;|GCdKy$z{l7_v6INr-A)P#Ep#?OqSu0bw_7zurnt-l}u@PQj*J& zhh>WbSVkT~#4>s!mXWVeFv}i07oX-Vn?I?!1!wPYIZfY^kDd|6v1bNwjQoR$WAsEE zBTpfdV}Damo#uS%o?O}q*)(@<19tiDIsxy{cVTB|ZYBH|T#!sYt_kB~UjQG;5s3Im zPsB%Z2{QQDY%7HF$6n_yNPC^FVu;j&zW$oewVYIH;q zWE?rL(v$R^746l51a#bj*?q;G^$qpngmg_iTD>11VpQIxOUXb6bC77)D)^8|YvXgz z!R)V)4;6pGG_c^(*wxXo6299GUL5GUSceRyxk0EGTq-KLq2e&)V9u3`JIq(WJ487s z?kBvoX33RR!{=*9@r;dC_WOztP$;|Pw{+)7CUz$#aXVBA^M(;$pO*>jr~5C&Y2qF0 zN`u=r6vijURL0+f8G-o|!H|hv92jOX3(InOm4Ald!HhI4bJkCmEhq;u6yp~{A|qfp zNQ_bzkQEY0;60>x|FbG%W5vO`1?DgY3YPODeo zqEEKu?iaul3W9h6BgyAsr2>6S2FN4+S%oFFZ_HEXyvdUoW; zOSKw!S*sS@qFazQ5b_dSzXNVPkSQdSnoA%1<`6GrhzDwh=c~nuDi76L4TN%5pi}GG z0SRZwfpa7LXk}Lq0v!6e&d_cu$OeE6C5fY-DIAUgxc`||`7Au?$lxZA*mT#Ap` z2tKG-0KHey9~C8bZoD`?01-WeoWxU4*a+hK2!y~#Apq4 z=K5l7atwl8kfQ!Fe1o)tgG~KXm3a)cPZ@=4f3-w1bVC8W5LUqAAl&Cs;TsMVK)cKz zs5LS%y3lbvg)H?(#c>Lazcp*ah<{Rbre;6ar82C?r!W)k{xQ?=kqEs`ooEdYmJw;{)nF0n1Rm zC*l*;`!ro|nB(M0^aANW>cq?gXCanKY33p@Y>GXmH$8(yDCcZQ{Y$%OR zV>o0QZFFMdJFz9{qqmsRv#=`r#5VHaqfKQByI6OORx&=aIcC5YA5p6ps&Mc$See9g zD3AxziU}Ji1NNFQ*t88!fz5`;=zNAvhQV+MTo zLD{A-aAY}10mr&yw3)$??XhKWTf@MSMI!|qtCUecgCm1v%ispWz>%dT1srRdQIWxs zi82GY2o0F#v?zt)BO_1>KGrs)F~&z`$_)7IVOI_VN5-iXaIAwymoYf9T4n$jp-t0d z-eed)vYVygVRPmSnFTK)ycwO^(_)Sm?|rR70&Dje0->+u3raTk|Bofx($#%aQN z((CbbrOomwqCRwp*3X|npYBRkVdA-F|Av5~J2t_GaHdsf_VKhn6=_t($DIu|mMRd(aCaX?HL_Ai z(ttlexc7D%78DqAHv$REpV1eII-VtN9!S5Uc)sda{+f{9sgWvJb83U7iCy`@N<~It zwfy$Z>k^pKvz4eLE0$eaI?mW|=DKCzWkXxH`;=^qUXNgeG>ln*+SFx^l9dU;$ek5& zpo;haBGaWqu~U=pGMX%h1u^^CqG1^lk??Gac3~T6{v0G|dIYd^#6kIjt#2lNmH$(( zfYh5ZnWGmqAa9D?2IM^gcfZZcm0)|00PvhN054?#hgyx(!i6TP^t^Xjpi3FkR7#HL z3IxwhLvSr4IM701$W!S6=2A~e(;1tWc0FCO;CTYT^U?s^$N&x#0F(^Uts@@Ddk~Bw zSuDwfGX;h-(=gn^7-To7%2}LxyCG33iQp`O;4D7^J^5~D1acyHq~mM#1XR*7x)a{B zedJ$*-%L#|HoSj8>KIK|7Bj-R8d96bXSERkR00LYe{t11EGS38ds!;jT0o!S0~X!5phqU&y`nukyorc5~N}7zbKwCTMJWt!XC) zhSo)b!3pn8n&{w>0PO^z*xJdPv{-1bc5*bpF|?Cs!k;PH$%hPS;L0 z3K=;VtevcQhO3?2XYfD@VX~ZDsH)b^c`0Tpy)fC96QG$UiV{VP#|l z+iH@ox0!VGl}aLz*%v3$5ZKBJ)Ey$3yv33j9u{19I1PiXtQeIykxaf)Nd(^z2)^M* z&`4QUzWO(Of|<0DwN_`svH< zb7cS=w(~?+F`O4?g>!WfoRUT zhjpvyCWdo!MmXw3OkFec4C7Y>Kw%XtdL=`-H6xU0H@#pDW6uqv+XCS50akPe!y#uw z!}r^|VdPxDL!ZR>pgssZtb7l9&n}GBAcU0O7Dabs)#*2mULSy$kNl&17%#aTX22Vv z7l4WH%}IReF^K8n;dXpejR?=h!?)t^DFTz+6-f}&6A3nQTvP(n)3xsmsF&RqqjzCx zs+U|9gIFc$ z&PTGs`DhTFj|ITd()@mg^YM&u0_4>v0-$I~{z-=Nsf&83bom030pFXEU5R8Q}!Ts*V6CT8htQDD&D6W&Z#uT7n0h7wKMZQc+q1d4X>8qr!!viXvu&# zA;Ei-_yQ&P?@(AZk>Jk_Xc9TUkOZeE5@zHEBbwxu;41^_)e?Lavx*#F8nG%>f}fM* zlh2H?IslxO;O8>9^YAGMoRr{e=!G;1zBT}kmf(F1=lra2)&;@2AOMb*;OiOAhKz6m zB>2VvC|ZJF$WSh7Ka`6DplAuciJ@H5ekhj)K+zI>Geg-jMJOJLh^Oai5>ZR=7cdlZ zt7$ZoT9M#GSarGt$Mf_wyjp_4l=0Gee+Ik>3I6gVzCa0n2EN%uf?pTVBytTP2~JNW z!O2NLG|4N$ZwjbaOYobqG}TLP0gYIdD#35TdYpdr=-{^ofYTCuH-ozkpMtGfwm?jam1b;I_Azy<=GpQ8`{tm3#nfV^Pc*vNB zS4;2*8801zX26?};14D71xoN6@J%Jb%UctNd|wS{l5==Ul9mon8#T$2v_hCU(={D^ zyJEYHOh^~CYes<+bnr`0^59oALC1DEFAt?wfy|9(4VUWqkqH?HBD$7eAG{QbIAI_5 z-6W$Z$V2XU-%I2dBGK2T*$}6a()HDH#lqld?wobG5l9$Vrd&JZK`>Dnqhx})p+db- zE7rR@HudBdmGgB>{Re3z^Am+?VSI58^72gV$}Jzt6{^+3u8vFWLW7m!aH7n`#T+Cf zgmi_1HiQKR2OfwETpS)Q4VH@KdJYm6mLL|#L=isV&mE=us3=>3TtJWjXk;P}5iBs* zVYyJTd3qqNiI9uyNac6!k%0i`(d;lj45Nm;z~TAa5gN8o~xl zKuRZUH>7qPFBZzVLU||$VU^26h3XJwcHCYPT?YBFauXHk#+pi>M4bg$TdKL*L}9R) z8>yCtxaB7b7lWr~Yx%qy= zf0puG7LXa@_Z*B#YTo%PSJiUZ;tHg-6oZ&s+tq>SRE=VsjFoD2WXo8wJOaat>2>CI zz}Qk_vREC5F^J;|GL2PBJMoPTtNT{&GRLXHGNcl1VlNq;)G-9Ks-=NR9H}+t_i2LP z>zeR8#LZ)5BGt`96iIdSAPGb|F+Gt)r6(zld^w0;j$NH%Yb7B?_0kj7OXA9q)O$sd zC5m*IPG{AkL-gsJI&+s;$L6P#y)E#hBNGG3Ipvj3KE;jG-rD49Pc>F;5Z!)tvb`FY{3wP(s^~Y0+DfUGNwv zTKkJwVIvdtU%4(nfKW)=qNg-%OQ=`a<%ZrxuYXiK5VBwK^-#IBibXf_H)1J|UV-$r zw~M1#L>tiek0hg$^NJOXh-YU!i&YLnbiW5ta;0^Zi|DQZL^S&wBI0QgJE{P|`a}?{ zgaQ!V>$2|60YGUsIzTzNMsz>yGen%ML)Jph!_u0 zegfVQ!9Su;;>&U!(8vRwgWiDe{=5fokQ?~d&6@9hSP2n|; zFhTpjTcS+}B<=snNE>H@p#58>9WuNMgY|rU*97;!8W;lFBxN|MlG z+l1Ha;pIXyw5tqZ)*OOPKyVR5c*uZ&+;2}~bvA)5OzEq8gpy7TFu;_)zDFqOIRB$e z>0yJCoGhL^_KkNDxDEt$oetuE8594eLA-rkrz7(3U`pRMD9L7elF+xInP@i`^5H5b z{#}DO$%m`)r#28H$xN&4HB9Ugm)Of&A*KTJs5G97Q8KK+kJIs^7eCIxk5%|_9)6sU z9~a`sCGeqE(-b{HZ)I-a7JOf~fTdn?D|0iHx8>j~6W`pH_~uoKZ|=fxqSwHuxh1-r zzP$@N)BN@g^zA)PS+S{lqx0=m(2Bn3E%IBrC3+kDnbPssxdK?PcAqp&>XeQqB2HMmji*1)T?&j!b)CH)p6M zPSg~k&u1irvqKR2A`_C)rENkZ)ygCu6q0=V=ZsWvwh1Z^G8L~1JWwhq8vmM+2F_hU z;~}QuRfA>Mx?!uOPjh@akGA{n$nFCiz+3I`3qXe=tbm zGBuU@zr^)l$@Txqs9&y84?;09FrlMhM2Kr`I zPJ>yO=xOkBD41y)T+glht8N|7`aL)eZdFZ+b}I<+3HCHFn%YHPVc=5-3BqL8W|#$c zFs)ZHEk}JbX)$}VQ@V>Oy(WaxP*HYdC?!1s^qjj}QHu7(ksv%R_w1Z|Ba__EAlbe- zcOTb3!>GT}oO>sh4x4j)K<<;r?^RS?d29}j0D0W-Jb+iT=mUyW^g(=*i`a+ZnP)Er zLp)k|;+>W_64C=fFKHj+O7F)f+vPS&pUXt?SV8f`G=@$_$4AE5gyyGSaz3Z<#Lkjq z^0V2JBW=Ye0wLGXrQ5G3!WR|2=u5i&O(p`h_axEYg{kf3p`%IbMd%?W{ci?oIU$J7 zVnL^sq;-*Aj2>n>-!SMjoft%2riM8!wUw?dw;OnGEmZGpx==lWsA!=&@T^LC`|_1W zSIgzyHxzbC>FBOD%p}kxs8r;>Eh2%fO>9u7!`Hi9% z&DAV!GK(?_Uf=BbBa__UAlbg<AauXYPr*0E$?r-S{{wryJ@wY-B;XMhq$nCO$Q}Le3(7G^sjOT90zZT84%^L z5_j#?llKHgBRUbEsCMU+N!8v(7p|-gR&)~8j=S8*dpfHLEn-58nUJ%|VnXXmgWERH z?HrrhDZ$j1FtskG<{W7-we^!_AF-vu#FjI$6->-A*)XxQDq~}CZ_7vU=_v&D(%8)s z{WL`|dWs>@H?Z8xElhI=hNlukIL3eww15Xu(w<72 znbL84gp&4D>Ssz%-6NE=r&5tAonTOslciNprRH6yJ(b3o_|pvH?dv-2sdO1rT4+#` z&1}_Esd+P3;ru79b|({GY!D~;a5?_eTyYK>q&U?Cu@^D1Q(R&%ZiSe;yZuL$3~$Ac zcj3qT@Z&@H@iF}PG=6*zKfa6~Ux5#6D|`$>Xz2I*GW?Ym_nGU9HMrIxm-a*KrCt3d z1?|h>ExE8?ixo6p*l$qvM=?Ip!tOZUh`PHjEEjhc2jQNs^wfoAf>?YL5ddbVuI;a2 zTDLGQM~RTMHcSo<7HiV)LJ_((n9yxZ=yoP_gpXleXBSFiw({_*U@EU>Dt9pz$3!KY zgBP5~;99ax>9r}8^zx?{^1BtKXo)eD<)lqpTyBI;vd;ek7V zTFAc-!`x%*(hK?9xZ-ZzlE-8r|0zyGXToV->xKM-jBuGo*q(*FIRw3sf1Dw#Fd$@E z4VqKZ3;Ac5($n_{CB2Y;fhnD~M=0rq{6VI4xpH!V zf0HTo8kA%+TV2STH&ZX<-(%v>HHedZ_yPVDw2(I^rWf*`FtIaSVn1tzn7few2TF$j z!H+-U$6xSc+BW!@i68UuV*!2~h95`5hqaJjgAg3K!afM`jE$vnJZvTP=Qyl@jC$u| zLky`JKlO~#Ky=q+@Ir!JHJF%Q=>BYx5@c~57&ER#G!?)DE zUgGdvZ`E(uZy%|e%oViCg>iIaB^|<9Zmj}1I^tD55SpZ?ALD#10uR_82;;H1zbCg+ z#5=)oC-u=n9l}yf)N)Z}AV-zw>J|C}t^k%mLFfWr(4yDO9gYFVGX@J|=*~;(l*BB* zYK&PHFfn6jjYSgg8Vs{RNNe>jQ%9VPqI$6f3Ih{FCc^|}6>Brxw|ArtSPpw`o3B1!A>m>b>^zY5qzrZ z=87msSP_=#>gYJ5I#TN)8G^Ot76}Hx=Y1*|;odmX+&{KCAHuZR!pV=2;#J0~ht<@0!+ z+syB+qMtLgQ*eNr+5uduz<{K9SQQKd2CdX{@r3s_ZxKonvLl`q8m z>(D(gSL`1Xq31yRMf=5hG6~^R8t+zoG4bXCkHM^it&?g_w4Ix`p|$2k+n@%kMNv8N zP11|njV80{X)rhB8Iq1#ghF=x`D=3!D-eSMR;ndffGcGqw3Hcg5ZKql!}*-TWUW?$ zP<#{B3R>n+-2iR3R;fa`K^$gSH$+V=*6NEpbf~HxH*O+FQ0f6it6m%_Ry$y0Q>@k( zL7cipy6;fXEzb4!n%L+z%;u$AA(mlfvJMdgq4tR`ipPl53B_iC!3fm^k+Vj3)nK4> zmFpnFwBIX)ZMl3a40{>@M+m>F<=IBSdYQdd&}g_TSU9Jm^)o9lr)-|Ko2IN1aoMT0R2c< z96#v>MUzmr3MgCsP*@d@v@PN(PThHk;R9h_^K!AjBsnmWex^}!aY)F@c&-pVNWs$IF≺nLfvhB5tW*ZkLle#r zCJ>brW*Nj^1-+<{TeoXtr3&F@MetRj(Tx@%Os07pb&8;#m!KzXgo%AT z{c^nAMu{-7fLLGfBhRGSLaz9EDb;qE&Dchs|wul28yT5$bacBnYV2 z_$C#E5UiaYsH=zt4jNQ0?#P`DD+gYI6d_kZt&pNKFNVXNjc26r`S6TZ>Qk|0KGGQ? z25+TBX_0+^)2w`Q%tiuaYVLC!QUcJi4gpu~5N589xzt?1aM>h~F#%*O4aj?#LvELub5C%md6!w`lYqtrpz#zy@eI^}rC~Kb#OXEp z8_B!loA#9~nZ!{RILawFD59U}p~D>ztn|n}a-wfFE}aB3A;3(efQhG#DUKZIRF6Lp zJDgKqPq8HV%LMt$(#X#&=SyIVYOo5a9|Kk)RWu2uDxg%;pv*?y%mCxAMfzug^R%Xe zL>Ep1stG`~G(hvQ5>TFtL%U2|uDnT=HgWC9= zkToCFM(HG`Nr7oH4bxnTa&4h*y<&1h7j0*p&hxoW$09C=8y)Y@Yt8n8<>_piBbQn|Ru zOdBV4k3f={$${=2mFhM!lXTargWa^4b*pek6T5atYY_5U{J4J_gz1g?;4xm1D3_XZ zgW}MW&kH?KQUQ9BE~$|xi^JzJ6nb#ZjW1wns+WS+i+ZCA0q@?N8;P77*UI}hn}9u| zCq$RPe?(sFIGJYYQ^bq$J1@t$1>#@qY(U=9HIX4~- zW6U=L7{kd0qHi%{K7k=LOvXHka&9zcezu$&Kk#(H!!T4AU%eZ=jz?$oMQ6ZY(T@VU zfYT;KKjto=Bne7Fc~a8-ETCRCe@B!ufg}{AOfb53(~tJsXP=&RnA!!iR@HiPC+AKE zRS&WWi12wQpR7)w@nBgvoh{BSS&~~LohG)^K_0jVj2Fu_OuvLjVIm!Ya2G_ELHdU^ zt5EW~TJ-+u%;AO;oD0UN>WvU<9&3TZrR_4))?}HC#C`5omoKrrHbpB&SK(}idX zn)l&X^q5jNF&s{t93#GIj_Kj!_O?h%N5v_>S2yr($7l(TFA|(X@{+B|PF_!4g&+rt z;D%5F-eLsR5jZy)*p=%k)WONKU%oAJIDkK!!|k?nB$tEe@-Se*rDcrHx-~0tcvm3B zUkwMRjgFWB=sLQ(kln?e9_59HSpd7>418#jY6+F4qiSQ?ZdSiipKk4kvyuiGhve#8 zFkXf}ml+>=d2XS9A5jvV>&3yLzoTE|clA*$Ss5GZUD~y*Q@GT@BWzT)su=y&BR;>A z6raBj5Oa@kvIk0&%Uoh9Czbj7>V( zX9?EPgOWk9AE$j2PMWU3N@4M|>W=}fa&odztN!G+>YR%b!q+}vhnYlfztp)foUF#^ z89DVP{a-+nbU0N?_Cihiv)iOI$KVvRP|Xb&3*f1VQ@2>(QG|qMScmM@MscpCaIwn4%jNg0fnLKq@-D z-=3ko55_)E*(o_GZ-`6#;(Nvf-SksD4{v!TKp9(L2}RN<*8>S9M|=7=ug`-NTAyFu zncFfpRH?&3^ZI-l{M(S#rD0d{lDs5EVkw+R)1ru{?R4%e>cumAT2}C^og_3760XUc zH4PtCfKVwzBt*DZ0d7N;9XT$)1!a2vg{9tQSH7SO2uoYj@GSuX2+&Y0a#;{2DKBuH{*ZJB3JGBcoMI?CBTcv*p3MwyvRSuhg}KC93bA3~+7 z#!yQjJUIw?T*s^(%gH;nnkg29jj$J~z^ww@sH`S;8JfVb98Q3@A1waxgmZ^0WId|` zH9{08jz%WsLhsT}EP(Hlf-Qwix!>6UiD|J@I>my37#zj-oJwiB_A5!%+elPlgRAo5 zLhgK_pFo^jXkiXh6e639%($veJylb4vG`)>m1*q-DPuL5_j#yG8RAFc*--*tBJcv2 z$|8x#DYU!Ebi;5*5r$$l)yfVWf{w+=Gg9XTj8q-sn6i1%NTqCE#z>9Vtrj7O(f?E& z3ybZqqr-rcWTi^VCXBmHur-0b-(sf+Q>Pg6A=?5~CreLz@i7X-A{ zh`q)0k`jxVtvy*>nNV`20IC=GH4LJjrbdGre3{yDP_i8&f9a-Urth=QMTIg9D##Cw zDJ7SXFvD9HGN~kZhD}!C##kBDM6@XDDeVY}y=D!VhxE_fq?1_F(sQp_Lj;&`>;fjo zNM>t}X|-mrS)(w4#+Sc=S;K48MQ`fpC%79^yF8D5_K*PCco<4VIzc)VOVdg~X%B^L zToifgJv^XZCkZ0edj!6x>h+iojt;2TNq$K69;54}ld1U7v*4Ol75fUhY^VgTxoC`P zBDT@CVP-^BO!a^~HUOlPF_AzX=Yl*KF0X+ba2ALv6N-Z8S^Y5?VcMQm2RvEI>mlV> zG}c2{jP+uDZIn3C647al_4-64oUWZv-m#QDwGLxKnG=b9lsPd2zW508R6!qYxG>sD z3T>Wlz=B_m0ee{(Y|50D0$ay6p>&D_o6;#}fSq9LX<_&%iCYRj9r)xT?sm$xm;s-y zqdhAO93_`a0jFc7P6mUAc3T1R8aFo%pWpHPOfum%6Dd2QO zmQn6jN&=YyT!isj%xSSY3?JnQOu?svwosl(Vjks*%z)1xc5B1HQU1ada5~NlrIsXc zlv*+axCo=bn9SP{hL2J!rr=wJ3llBRS8?Z3_DKU@e9T7JvE$WNwNY6Gx4Yp!3*PXy zcU>MqZnO5{FzA>NGHsQiHI<-KE=ywVBktk*u?U^S^3<_!PGT23t#~mq1TM>>7J!GB zwTa?jX&8=Lm1=;*A!oA9tn2Jmk5sNBkw%l{cWVG+^wBk?$Rx&4icF(VH}%d8J-UXb z!KoQt)D$+M;^ohc3e>v^38f12UyFyaMiIuFhn?fY{LH04X0eJlw|! ze0YX}e33-}f_Y^VhDHyvO{*|WP+xgnbYQf0Cu zl5b{%#Azg(Vd6sBL8(`>p%OVKH6*=bXZMM7C@m!z=OCCuVPawoFIhvk;VnOD3O0Qx zmL&%VW}MU%1}c>?*F)n>C=p6Pm_j#JCyV__QfA^wO%msdvz=Zil7~`;%50Pu!foJ6 zZJ~#_I^}Lk*k@%ITpi-G$p)+yEnm34xaPuzu7JqpTK7rOc_20NhIWXRcwy%or+ESitk>ZK@gofNtV7F?*$Ey*pT z{=osFUsDr4>w9Wu)lyz;vfD-La(sm$;5*T<2p$izDR8M@X0z>tB@(V#!m6 z!pR)Yp03kEs#SHoZp}?SKt{j*hfnknE;F= z@`R(Io>wl{}OOEp^C&AZQ|Wh;^df0ZxPzW=51SZy}8XQ|1&tJP$<4mxOqKP zABB@)%a6mDdWHUs33|y5uKw=cD<8Vj zOB{t&sw3S{q}B~a5O4tO9x0Yl{VfiG`LHuY-<_k&s|t1N)${F}!;tb$5u)gidsz&I?Nd*;2t&ZQBcJTLS@l zMff+d*#e~#J;xxOM_p`^K(&5+3vE=X(}qR#UF^m(tbToL{`P2;Hv|j~?J55V4~^Iv z8u3mLDc}vMA|!SQy9tkFv3Y^mp~J$Myco@|jmjwV@nUzA!_|qYu_lBMKM3N(jRAbP z3eQ4Fv;GnD;U!BWQ=#EJ+z0m@T??>ZhiesBb_ZN< zgj;RG9A@4$7|-?POYkndx&)@`)vYxHd+Z&7~ z5aSTt)crF@V3n@m#MC@ZJ-T&*okgLOVa0T*%QJ-YEe~)h?Brr#nD8+Yq^AbQE%s#H zINxCcomg(b8?Z`7T0R&* zo;BrL6>!aNW8z|kT!&!wX>hdyCo%uiYY#3ua6!#Dh!;GT^FogZ=its*k33e27VZ@91CG8#vYxH ziq%;hi_+I1$T#8=3b!>T;T{5rSYF9VJx-oBbf7Hk7aDkO>L(8r3YV(eSS^$xdUmY{ zCt0o5Yt&&LZCE#|z(a%>AQmRQFre|u*hiobvL0uj%J(~aY_pyzw!nI7%eNkWLe^te7TUjtJ2Dc-rKTA$b@$LYjaV!gs<5+0?TnP;&D=sx;g_!Y%icCAk<^p2}9F9qK-Vil^p8{j* z^IfozRO;4d-d=(67zqqxu1rO0m_w#hN+IfgpeJe=x*`lo;|xZbF+N$@_ONER6M{wW+>WR>1x9+7m&!FlWdVgvIH`kePz4_}4I5 z@lb%Q&^N?av8?#DBP;&KH^jf1Y^}UmJp#`28~;ChUjimqQMJv!41uu7PM`_POu}T6 zfQUpR1QNoMgg^oWLY#DFIx}-KGd*KeD zh=9m{-nZ&j-CKRTZ}rUJr~en8hn_dx_ttsq)LwP!oJILj#+*&=P`8M^Q@*ng_ENl2 z9lKa9lbX2K1)1VUw!myFj+&!!`)Gx+{R(6IH2eQ>#TBtT$MPe7Bf&i6oH2UbNeEwE zVQk;sMnh!VUU8Pc!q~o|14z3OX;o%d#*X49{?{1WW4}h74!}S^v`9=bn2)~{wkba| z`^tCpH^CqkUKmU8@B667SUknd+aJTz+#-C}9g8O&$jv@wihuxM9cs{P6(q-UI{1`| znWRG4jmsP{Mh>fT-7T_vQ)oD3jD-GEhro&1;bDe~o+SZRIwUBvj&~G``xo2s_(S;! zo#ap8c@G`THad90=-^|kgN7jCjPzxXbnRulxn`d8o=um#u5z?t@4`E`0;!duMiVm2 znBUPBQ^K1GN=PuB_>%|O4x@y?kbMj9MXongBkO4;|7Q;>U4}}xq4M?ssU#HPUp%PT z1EQl0mG^5b!m=Iyzd>;Nx!m79_?e)_!D7SjgBtn8PuKq8NA5!pa(9~x#>W|QA35Yo z$H_5rp>JNHqeXnRB0REO@L+tu>^vD@#Xe03`pb8V4HZMu$gZrigIbs^bl?gCwrOEm zfbb!5U@xXUSvfF}>|?WlEuZW@Wb z8*lf%h&RK|I>GVDN`d^Ia%1~ssFCM6E8}T))@vg8fNGDrF!R8vr&I0aR$ z?WcECbztFC`Gk&YhzHqojS`j{vg_i#!R@Hl^PqBpq4EtwW$55jS>J=oMTW|^43!NA zNF|}q+|YxH?K3YiR93dN)N9x)>oYfjV5b5l@Y~FTpY1cRF#J}nkzc&e+`^CCRvzSR zpLw+*x4J{_zpT&9Bxon0?GN|Rj-90Z%xGsjyjQ91J5DJ)Cn=*nsMtx$?+leO1EbD1PQfiss~xyeZOVMPQ!bZYLhcR_pD6^dQh?5_g@T^=>w#a&^;dHLB)38?;0xW z)L4XN-S;67?37vpzr#HE+3x#8!*AUh`Ng~M!~Mw3_8@1w?@tW5p$@tKvhKUtPdix; z?W{RhY5{wlwSd^`Y~W}oZJrs_;nm2LJm<%+&4XXWnXBQqQH}iKRjVU`TtaWPz=NC} z`!+V@I`Lkm-l~6N-(n9ccI;~~RF({kis#t3H>6Y<`%d*>zg14sU@bfiPqP-5Ec=Ee z2N7p_q`RF-cY7eFdzMW%b?n1%66}aqy9HIf3v;#yod!c^grRdzt#o$sqI0eXol%BP zlcBS`Ryt$6=$z+4XJ)iu8;Z zL2&w@`yCH{)@|lQ!*BB%`T4rd{GK1}?|aa;ZZi)ww70C0cA4AEYy9~A*n?lhZKmNj ztVVwE0q3WFa@K8T&XC)# zMsj6tGjI0ecdG|K>o&8~@Y|tAe(`GeTR(EY^B`y4W*%k8)z?U_%x&h~e*EtB;Ah=t zE;jr|IQ$0FZRYR&s6XIAodX1CK3_4^cXFu@rrXSi%DJnFUTOcya2wRoB1eSAeWqB- zOqA~y%9VjazDqXn<;DO_!EsAaLKlkPBf0y$DEf+Q;a59Xz`_=tz*z6O0! zbC2R_&g~upQj_n*IpdQa>7HiNEtwK|%BJf#XFLP1rp_6k_Mmf?p>wvO^GvOD&h?`6 ztOuR*44v~0oj=q{=Nn#hp7WsdO+)7*L+ANg>0De+Ct=R`f(IQtXS~GF8RfL**lOBm z&iD!hr_UMR^x$Xbj6X2^M%T#Cch2}%KiYrupl#=j*BRPlYouK^XZ(jBzYjh5**W8H z48L7!{HSl?LEX+7Up3SxxYP%8&bU=M_kaJK@p1HZRpyLaduVPO zJi|F75$B8tTFoV%v2Ev(u03Ph9#1pfy=}Uwb4KhH#arTzNXHrU6LzT^Jjk6USA0~a zM;LM=fg-!qr2{5*Flr85pYXC^SGK2^3G(w8X+X>j^ZW-dU&2Z!?(PIp$l)1T?oRfO zNOLaahP6q^R-;F@M&TKjWs}L)=(23_3Mn&Glnc&cmjt^bS>H&k1l$&dAE+WdKht%n zpc!pW~ED)>Hu1sBuQs4J1?VFgj-h8hZg2Ed~ zdamYo=CkR=73@aIY5Dp*o=VBr?s$gz8VAIDeSxV*@^xZjzLX_dLcYYO3W^jpRo146 z=U(XR?iMGoC3_CC0*9ENO5>X*9?dQBED40wSfHO#A>&YYXcIuKB1PxU5|!%M)WYD z&{k9-e;HMzL8S~^`VnIP7YQ^1B}+#jPGMLaIVchKf$HU%I@PW|xwVagkihlkNqI>e z35Z8EX>jyFjhzIzQpzKdgLOpEI=GaWn3rbCg5KW9@%Z52%S2e zXhK2l<55tP@eHf(zCf(HlbwPpeKZL^Kq{6|cS|8Bev=ZrpwPLIR9;ibbusm?gmT@j z)yn68y=e&IE4_!*nVMx1nZ!x*)hNkH>ze09fJ1!B&p98k`f6-Y>;}h(vN3`qr)l=Z_Etm zKrR3UHJr}4hQn#pg4~i~TDK9`{t*b>;;w>eqkM9=L8<~9tIz8o-Hk{sLPDU=arYXUfB$rApL~IwjZTpA#+MqPlb+jPbM^CeDzHn7g$aeAGPwa9_v0Pn2LhkxJa<|arj)=LN;pA@C4$?UG&Ubc7 zM9)ljv(yH0(!;3K2Ol^UP6q?|AzwgHAi48oIXBhCvZMU4p~s(`?JE{L#N)g;HW1HA zMa+(5Q6SOBiceqB< z3NN6oxrH4nNQT5ImrzOSF=`)PJk?D&32oCM^E4SL@L*z4VA;Kwz&&6YftG?d6`QcD-M zH`k`jeljb}E|Bh(Gd$%f2jg<2s_Ro=X-`OJ`jVN5IFpgJDf( z2$U%_XPwfM%N17n!n8Y?Tg((W!}-f_y-<{pLE@rH81p6iNteldE?eNcCXvp3z6W;d zUE;<|Ew&^gw1l)0N2Z*glGTj;rcGRu>69Kq=J^oMG$&6lHqt|#8fqj%INaVx1{-?L z?8%EB%;=xc6)aPO?l@yDA5m07Z>vUyVo$b3LTe=$*8dX4=&WB8cFV5!s2ek3`^?G2 zuT9;!0cdbr%#9vY7T_6D`Hi7+)8JFN*@MbKMk}`%Dz^?kmD@b1{1nenE59{VZXbLq zzw@AShoN$(p>o&YQ@PuN%H@c8Pp#ZzsN6gFRPOVj@_Rf(D)$>I4-7t)2R*1fWT-rB zs5~~n}*6C2cOEHJgB^dXV|a&*-&|V@TvU8 zgUUOG%3lqYcL$%!-#nykMUH> zk(pejbbn2LT4RqGw3u$zQ;HeZk>*5*GSr3SGhBEaU=&a8d(&%h}r&8!_ zh-XM=BOucG3{$Ux&c=KpMkisxx(S|2p|dHTA)U>DNN2XQV69en%FQOWKswHfDS_Np z9^{4@a$6g6a|T2%<410|2RVDNvz;N=JRovA_>rskAZO1#8VtE?jpWL9>Kn`Xsh#>+ z6J$q2`KMX2r7`$h8cPFO>|cVhMjvP>y;p0PM@a7=b}B<;mL-2~lxQ9H?&MJUa>NPC zk6Yf*zWTIaf;=fO*jxSvSIC0_4)IGv#3O8LM-z9PWFwV*#IL&Lk;!K@J?6 zc(`X|ko#=BMrms(X=~`42;8~0Ij|z3E~Vo+M&z)HB5}AEm)LA1uBjxhnJn>GlS#W( znGGcdQ=v0->2st$oFso6rUfnX>$GXT%THJyegm%4g8A}2zRkt7yS9?PZsaby=>K$i zV_7&TI6AP5I>Cc#?=p-IOkk8RV^qL5K~X-VJQwoYMfzLCGdNoQsfuQ3SP`tbN;1`4 z@DTXhVmknPR?tFeXj`rq$GH2*)to6})1WK*6JbRUW|Z?Ut&TJ1=H)S^meyuNLt6R= z#kX{kNXV#@WwrTwj2x(sgFVi1>OxS~7*n7k7VD-RICGMmiHQ-Gvgna>Iq?yOEn^k6 ztD`s9C7a3o21FX`a)=+My@&Dm8}SvpU@9a>{SuN)E*K$cS3LZLv5q$>Mebd>%=>b| z{!rHrquXTvxNqL*Mft)4Zn};x7FtHLo{v^NO;gX3<-rtrIGBnL)p1RuuHDD_(k3_T zq-@8<$qm2LJyy^?$L$D%U!&+!CQaFoj)BBMQ zd%rN73Co;YJkq@n1z@{Drh99x*<@E3&t?Lh+dSwvT_oxJwpKdqC*yPyCa1T1&~f@t z(qaGURSEPl#ky!%aw@chTy6_#jD(e zA!7?LDB)2O-mc>6P#-A|N0u5hAS3x zQ-HPdQkR0C-u_9@&@B)5vo-QuxC{}u$zeS#xQ|bjv4$dX!c1rkL^!a>Sv0?_Mtob+Z$T}Vg{ zUq@2gJNYSm9eHYU@>BRa@>FHLmn(fnM>0G4I+9{nay^+UUq_xQ=I8hJboLdKa;txG zp03y^X2|pE$H*HMD)-EI#l}+=)5Wvp>9!-NW4<$~;>`?yn=8|GEKaAXN&9MQ(!Qly zCfc=)T~yyFlVdggBVu3H0{^#qQGJvAp5@{%xEYUfEwGzP_V;D0YrD*|6Q|qo8q=MP zbe)Cg?ec4EjTGF8Z-TqzGrG*Xm*3v!eER^uebD*#5q|rq^Q}_L6Z%`dP<&ecsq*v% zm8a-9pS(~sI}>(Y{~S``i2OVdw-Oqi4xN3&l)8F8`^1YBfU8yoh^JFBkH$G)ZP6N6>-*RL}gu38yZpfDp9{r6;-weX2*$5 zkQ%!Zh}7f6X7amM=jKN60~9=U=_+Ldg-v)XlkhMg_MMwME!V~`T^`EISb5tT zd5@@!K3OKtc9q*3aXT1s+g21822<4)vmURYe-0Xq%*T|>$C4|j6+F@i-pL3aURiJ$ zr&UWH6-w4!(i2MR6UkC-rL>Mx#)MLXT%@Mx?O%>LktQMg{b&zUN3EhtaK%TW={x8p&N1B+u89 z+Xh9lb%ip|NX}P~+@U4+42opy=cL_8J}M$vH^xAIjE+xX0TeWu;|GO|b!u{yAybTy zi5C3{TJnj5BH4N@S!5*lMI>uAEUBP|uW2$T4+@z{=*>B<9dF1iijZOdbOL^2|8%An ze)gaU=TJi7CmZ2QT;Zn};mfsf=^U${W|gfP*u?=+K_V{Bebe_X!cJ5!#I_t58*eRE#fH{U4x<|2F(d`mu~ z3&%_N?L|_|(Qhy1x0gB3s-@=@&bP-)E~W)n>2LMI@dxrxHD`QU4Us3UoKh%}qeVL_ zuq($OBSFr7^og)pxvANYvsC;k9_LV@D&~eOD;n}w9eg+kuvVm9EdJbxlnZJw18_u^ zuMV$uq;9OG%HI^Jzr>rY>c28llQY^P$C2H+&Tv)uYe(cZTBQ6<5s6x)MBZpbZk3o( zxw6vHnhPb~ZQ)#9NHS;nTBQ6<5s7A?MBZ*hYAXh( zG)?F|E%OdX=I&ai{7sRGhNfiRWn^xdsMxkbzON_L>phOZ30k21O%aGTtOVX?1SYQ$ z=5=I4arZmo_R-?xZ;Ci{4ocjEMqKh5K^G&VV`{ZN?1();iyrM+2iMd^C<$53wYCm^bLv6d}=6J^`A#-EMsw?o;%adtEg*BaEzS24a}aMbJf zca6N0wY=+V7~3p|_YH@C7!D^yIB;t9p%He27WTV-3A1}Y|1!c(iU`w_%CfzmRbb^q z<=&~~zt%7LYnU5uYXWh9LH zO`Wx2&cw08(lIhqv8A~+Qe$o228bCvB_V_5+1aj)>L6vX$z(92XU6*vAcH%b4DMnw zxGW)q-}Y7 z_@!*;v;kOsH3Kj+E2(G#wgEfl(a{G}jlg*P&e};tn+T%NIx4{ktPX3N6eBPm&@){k zraJ`hMQkl*?IefuFjJ88Ub^*LaU36-9jrKx&#gF)cZ^Q{Zym?Sogcywu(I3ErFucH z=60c#Sb|HC^*nkm=U|^b7Z3Ks9x=hpa08EY?LH3=_L(jZ_M<)G%W}3zhGh`F-8&wTn%ey_UeiMpg`X z!oJJcr@;D93>?LOq7kaVj9gAX3<4}$Is?rv%yx7lI&%i+sbYr}dk=(Tr_PqO=s~j% zN$-baX|QJA;S^H8s*K}CYx75}TADJG#Ozvp?~KXh3z<=4L0il*^NZ-7Fh(Jh86{7R zqXDI|7ndRsTe}fTOq?$smekbKGBo#Q8kE%VY4`DnDq*3?lXZ|${Q%vBD*tgREAU4m zzrqn^ZgH+fe2KW4j%ticGpjLMecaN{7GP7)$7w=8T6DLly+eGaFso6`LA+M0D>{=o zm<9qMIWH&v(mF)9*r93@6V`c4GUE_Yd)!?8wz49a>lAn zuK47#szmk9cQutE+ZNoWQj*e~HoOhL<1hNV-q6Bn{FtV(jmo}Q;Fzer zPOuI7uQOz;H)2iwjQlfx4Jz2yqnooEvoz^pH#Z#bMY_4t{u9NHN1X8J<_Y&bEuDR> ztkGysjhXh2*4CVqhHj@}4;CL4(CjN}GI>x)$klcpxw3n|G!$a4ws&(i`Ovb?H}17d zS`xiDGdEJ5#-W=F>ymAe1JBY99$B)RNi;lSmUeWrw3qn875_z<`MGRwpHwet%e{+o zav>(UK#YOx)O>4SXAXl>S^+7WrTEC5P)PM2IdW{7n4<qZf`sQqi5#ADpT@!b3}ru@$v6($Uha*WiS!-y;F~*sSTH*c)ZWb!B_o$IYF6 zaI^G62RHBBm^reuHQy_@2M%uT7Dt>=wcN6DdS3RIb1}}05jR*I6s3Dm&aPCt@{<}? z;NXirGzBS-&$F$JB&k9n-z~oOpIrDMyJ-5##EhZIxPk>)q(evqdd6V z^95Swk$aQNecFWb=`m-&QY+*zr>$Ko1}lhH&sl5E64oT6J#uC@e`)x~oYC+vGFZ=A zLoO0e!aX7J#TjOXIq702k8v!vVi~#EPBYbjFjLkdd2!Z`h01;y-&F&a;jl-%lFHyO z2yMqCXy#dUm?NV*N$wZMk7>jMc$X7w-N|&%brwKswzgP%@0AXsr5*1%iLyhHD17ezcR>|&rj-dbbyts?YWHAiB+8mfBhg4r zEluCAyQ8-w+bRB-Gs-KnTK+n781cNCFL1Ic^=_6dO=RuY*WDp^Q;p_!q;eP^_A6O&Ybm#vTQE-xYeU$eQVK4f zk1v$xLp!nA?=X= zMHlIu?%3XQ#kR(ZZ4J3(k-pLMAHS`kowN)^*HUGFcDzU5NHcn#ED^D9q(Qyv8yk}R z1nlXNu47NnbSL1wFx`Yz=|qoo9m9F1JISU?r^ls@_s(~VmtUDe%6?gEhxh}=092*h zrUhgJ28Yz8^FAIV9V2^^oa~a^NaApa!{k~hx<0HEM*n?1=#4hxA+7OAkJk8+@lXaa zyQk(8wsZ;vr_WAk@tJbk>DbhhA8qPu;O85*^l(4gv{6l=?HJaRHVx}*pslWTM5aN_ ze*Cf?#qL)|!j>N6$L}~imcnlm7J?j}k2gyf-V2EE8_ck!$NNz~!GpSUtAMKIt%4}^!3xC6J-Sw>X0qd&U844c!mu@5wyK?!*v3Zm&?HAyTmR;P7bi#8)XP0>9` z#2QQ1!a2LN!tNpWqb52U#r8_{zfqaFvN5noym*Kk5X7J=o24bZ0arfym0bCpDgFYu zVb4MA=q){L&&Ch-^&>)|AiFs|c{LA{s!>Hbld^JZt6szwdQKg4%c?ThCR-k|U)9?u z@rs;NSMUj~?5hz9pQ)XZezP`8#tOe0C-YG4q{3HgW2Nl$EhW2RH|7(QY058~a}pOW z+tbsDU{F$Q2rZ(wf}_XWW6LWCO!KXTdHH;&YoW21JmD)qZH3M(^yTK3i;9}%Tajoh zj+MalY%A6QwBN5ya{bXc342tZAUr(ft|~ZbmtAQU0sGY1WChi#oYyPAE>5M-WcqKD zVlCe-b9=nvC~l${oal3*-u!6p5-Z~hb#A2G{Hg76X|dtHZ8BTc?OE}2X+)!q8=}?< z+*MZDNBA$@mAFOK%E#>>VRztS zkD=9?OYj~Wht_Z7y~xn|pJgs_iAS!ixdgAuF<0MlbM>MO`{7u`$pD7`_+fGPkdv zGqc0{bz+>7!;x{LxcqGGZI_ebm>oxSc2luRdmE>G*F)RR6+vqIQdiq=pi6>=bv9HS zKa5Is(qrTbU2;ewc5luhLUeKgjYce|+U2}F_PF#{CZ*QKI@nRoL@HJTU+q-InXl739FNRm{(X6P&Ke z7TLm`TbtT@yE?x#xB1gFpSjFK>CPodD*b;PrO&DpGm22}x~t-7X;mIqp%hP4#+=3YrDVT8RsJUeHixM(?MbQLTdK8Uw z=axnDJ-2AqixiC+%WE#1@XZy4gH3>|JPOCToXo=czEe1*N7R%`P5Di4U)G65X5e-I z*&P!WYy%&qulCTda~GTX{ei3BhcQw8|3|xAtPWhgKlD(qbN8I;y~b7VQ(>2l)x-Zk zYQ_S6;9CBXhnB4=9Ix6_%RhFtJPqfV&P@@$^^v$pcP7wg!Z(%nWrL8jpLpcVxz^8| z{nW|Xtfi5$DSErV=HV&wa_R_mK&~KeJ=A<%=GchXD(f0q2X#v10@DY#W{NPPlj*$L zN#I_p*u};73%RVxgzmo8VoN5SupH~oE$&r|B$-*^sWTU_hW$kp`m#qtU$#-zKq3rTrUc%uF|Nh z0~Efx_?A)wT-$?$^~7}^xpur!FxS6ybNx(Nu4RkY>(-Q*y-Q=mVL@n)D%sA-S%Ybu zyR?oP{n^%0+#->uLkEYI9?ur$b%?Gdkac(XQr*OGg)jZD+`W>^g<^_d%*ow5DGRmB zh3ieReGG3sD?c0Y8kTU-^eYctJKi^_YkJ>^?1s%6FLxwo$Q3noT66#sZj(v{l2+9! zM;oGiy>-f`Vi(u=O0HNpFN-=Sdl79Ni0~4to=W+uA1p5#Zl@}%WC4 zd>k1%KfwkSuLZgW=Q{AUK~GG&IzPgy4ABjoa1ywh%x=9f^~1HcY9TTY1KV@)XwAP zj2~ajbfyvbQSeQis{1OPxrzW_@A6w<=^ybY|Jb3Ox=<2Uy{11sbvW z&yGD9bmW2>6e`E^s9j3Ox?R{B;T+sW#v_%)473(qKC1ob`KV?lDMuT1zwT17CsLVk zbFfQ!4%kPR^%0}kw;D|dkOuSF3UANm>#B3m1Iz3&bLM1rlH0;g--C2x{7kQtqT*QU zbLEOj`F#;v;*~EDtH?ZMS26DJtKN5cRBy*)6RS5pHbtxVbQz@g&UeY(n4H8tvI`i_ z`*69guSEtMv3U^l3mJt~AF8Si4@K3W%-+om#xtcembxQ153)F=Hv>3l#pQ<#b?5@; zs)_d?95~dWyJ2!O3)yb5z$oVA0IRfEA#()D&r|6UHaaQpW*S{vVNk(*(~adWLJ^klmq;{`(Zc=q|w zm$}lpI&_cx8n*Ab(XI?DGY-*<^5GdL?zx%MOLciHJvPEW?$=j5>Csm>&d=Ca(D_-kuQ(#oSEv>rnHhU@7>ndg zOwZyYU5!lm{ttE-18?t2g`7$EujQ@iF!s>~gY2X~y$&PNRtC~*M5|1r?uA(Vwe=dW z`Sluac=Q^MM?v-)^e7nZH4cjO8hZW^={EEfLtn%#n@zCi{XgGXM8=E$HT4yJ#ed7> zBHBU*&{^yrsWJoTE8h3(D?ae(E9}K^I_G3xLFb&2zT$uRV)#epxz!h{+r(ym=A!&4 zW5p&{r^Uv6VZM_W(0P$McAr`%HF0MPGR2SVeA!kUwL;^r(Fz;;6*l&1X8+-eD`IYr z*w|~+dD~ubgzuP&PhVkU&q{=C47>kmRc2Sl zj^ZZ%*Vx!&zoupb`}j*?o9ef9y}p|NB@9yfo>+QJ?g58|UPmTQ5;&y?u1 z5nfIE!B>%N$rW>jCU_}rHi`18;B365&OI44#*JWRCD}`nbBrV%QH2_aNkX{$xS-|~ zLB}E^lwoh`WkW$h4mxq7$F|6?ac}x~eOfSIzDGm@6VA`sj5=w{h6>4bbLx63eT zOJI^OV^Y93K~X-Vfrl3I+eP|Y?WzB0`DerhPc@2R9Htp~<)9J*C&eOP=2I-)9uiYmA#J$B*@s6&e%5{fTv z8Er3R59=m~)}rGten!#QShX9Qanr0z>royI7NQb|h7yC*kl}a}r5FfHL zFlV{#GE6%x)v>ijinFwNT$<{T^aJb=c8F%M%EOVYmR6Z9HIbw?Q`y}t+D+I@8)Cur zS;-VyO9euzPw*sE)`3I_ZLSDyoXiIa2lD=F#VEPSD<(vwjItt{?m zsh=$roh{PntV8pRW;RJpX$wbC>?yL7Wv-bpxOJ@TjVMjq7`IkDw@%}^F4GfZn09d0EVoKx zX`dm-hBS`$`6$C^mD@&f+$Nc$9bU~qU)t0m*31HLmbnTz1$oc$VOu45_sZjgTmKCi zbQWw+6*~+4D+wJHA*8jyu0Y3;|6+d#NG(U1Y5C=~T>VJ##R}rTr1HNv6Io!7UbqIy>4X- zaz($c?%KU}v+;A$!? z=UgMwDVrC_{Frp+vqp-6*Is=col;-qejo;6@l0y`jG`j(x;{%*)W}M1%T6kcstM@2 z)YJlHUEeNkv%V?wZ>;xVIs;BsOtrTgFRYuoDapRIL{;eK-E66?wu?KVM!=fMwa8a!_cT`_i!a>MO z_|7snZ%Zf=Vzz&y2XasiUUe#pRCK4E#=Q;9G2!CG)NPwwtm^rB{i)}XHi;hGuT4gt zWX(R#qh|kIYWB=_sf}S6n9RKX)^iolM6}*rr(G&bV_70Lthzy{USAo~XT^jWrXEst zP)s-{kq|Fv5MgPCy=a~3Dx)R%?;9#sG#QCq)D&42)!bxK$4$3}uwJk`N~jm6It

z^>U^ygh8UDzsqvc(^NOTeMzySMM5da3Pw7@>;gR_!<2}_R59PVFgIF{V$G6#tBhyL zMK)*e*DICW-XE3dj%!~DhEkX+v#iN7;%LnzPbQovsh|@oDoCs~CFoF0L9?1<`l-~X zepPnvc3>H+4S{7~;V@M;y2t}opQ?Yy{+R2iXQp&i7%t82Jq|V1N1D0=X$?D031E#V zvSyD`{<L=+KLd@M2NcnJk$Fz~ibc z-{?nKp10acqFMQ`w7z)X%5}HSbQitbI0ah%7z^{{vce4R%O~p7_&A8EJx33mmmYrEs#n7_rac66^c`7xoERXPb{6j>u93s6rpX8O9@yH)60TcBB_15;Bfh~OnE_$ z90-OUHxuZ*;X!ATB&tr&cwk66Z`MjDa%>pVNw}B!M-Mt?w=v+cBI)p0(NjCTR<Xwk6E0*0}knT%HH*$>YO{0D$gAwR7>yeBewWlMIc~{dr4le137NfE`Nzk zX651|RvpR_YlrMnEyyjA3oLmZe^JKxMuhv}L-XZoKJMJ9XnW?}_}B8TOtMt;M!szq zK$)CGqbiv9VEll~K`~A>h-D8$#DeCLY^0zo zw^(&es=Y4Ki3Y3SjM1ru3FKD8V=3Jf&u2-Fh~#)u+i!AfCy+~s&ApBXIiB8<91+Q_ zi}yUqspDK__z)IiQm|bQDm>OD6(UmM0k5LckmOczLyvSf!ZS?wGeAstW1t$c7;M59 zq`powbv2=#0TLq%#(XbarOyHPG3GFQn1=ES^fCvn!q< zozDT0&TdS-20EYT3o$wg6Q$kpR0YRFA9 zl3lX}2mA4x>A~+1!|zbTkEgH^ezT4ntRvU>4Fqu(F9)bRTy$)6)p09tAEY0*+K`Ik zs^1*7N{SLQ@>4rj#a@mIAK8oj3!GgIbc;BCZ$EZKRK;JB3ZICwi&T)=_;-5KpM%Fz z`lT=988-c9Aa;{HevMR+w8?T=1#a=zDRHvbcX~PJ0$zrh1QdPyqC#>gV?WsW-L_}*Qo9O@c)@XF=T*aV3w*r+}ZIzK8 zz@}-ft+CUuws(8f_PnX>J*Kwv;5Ay?w~-0Vf8#0Zr#(8XXh&(L3h~Bo4M=KlM*}#9 z4M}{u$FUXmV?!r6XkC#3wGaPJA5a(Jv6KOIF`nUox&(*=D$i&mP59q?3|n0l$AD!- z702V>>8dyZkEN*ML_9-PoCHKw@H94}iWLX0p^b{K#Zj8Km*8Y5J5r*{@bB~zJq?eg zlxPXhutZM>Vu|w9HCm!8j#lSql8#oZx5G1`&`7DBi+`t=+Ie^^rPR*HGc2_WfLLlg zUX7Gm>Kq@3uTg#%`SH8hgP%Er4Zdyo@xZkPe!@SZyzlstyVQf+-Lm_mly{jS$3xi~ z$OSw^jPSd%oL}sKWLfzEiN1}wKHk)O>*=oy_%`MS`r<;q*ef=4;+d_e>~De*1>wOH zY9f6mu5@BASlL@^>$NDKZ_PZx3R7t`shl}W(u?0kEUhuCxksG9X~PYDl`c3)uH&iW z@9>)|7KGoZ+kd6ch7RU%FxQn`+|kw7C4OH!#X0suF`>p88jVh~)>Nl1v}4hi@;(!( zPLAokHJZ2C8`{&E?Lpf#@~~~#9O$0Sz3AQ^4RrG+HP&4tQ)4(ri-rjW;nms!we%;n1UuV0Wr`M3Li@i=&DXpV+ptyzOyr6C5IX;;>k&{s?eomXB$?Gt0ojRl6)x1&)MSozn%TuD0iet>g}_%{pi z40H$oyklaz3tISF#o`J2WHl^$6}y4*`g@_$&b?K%lMD721(rruHG#3cUu8p>&uBxK z__L|zFzh`!HWP7dCemGLkZ{ht6G|&(%xBNabcvWQ``E~^)!%-y>O`irsp_@Gqo6V! zZOqKlcd#M@;OCG9XLgg2)6aY4lzl97O2nM9w~gd9ZFW3|$ zV2>+N1AChFO`vY^qAmt2&Ef%C%m&3Y0$r=~a^h%v^%%09G*TBDFvNuFc_Qc)0oOkFM%+JAu^E@KV z^GboZVsD<-*ELs01$`+sLd>P0WeNF$?z%5f=c#ws?pmrFL^r z(h1r*s=4_X*fZMg@fuS+1SzU{Y3MhE$*re`maQZ8)|n={w_?q$@ZdBVvJ~?Xp`6lY zQQbGql4cEXd&zJ~JGSMt|Sz7A|V_*%IEShUr+qASuE`#pm4}FfA(0*o z6HN84^B7~Dj+n`^BUZ^a1PN9t*L$SvbjM7W-Lco$txaZP+d?;#535Obgun41=k(zu zcN5-=kSiT9QSAmG<__Ie%bKg03G(x3>&$zl_y^s8=fsq_E*578b4`Tg7Vq713S8w> zGRf>R!5;Buk8C-^1+#TaS+=I&;u14d6c_vYMwpEC`szBz5?&7D6)DN0n>Bk;I3-(Z z1nNd-8t!@}mDsHwS#w4vX6-gNYx^c@ZtY8|og9G@&nM<>CQ~*TiD)!10FR`3GHNv4d zu91X}<98k!afWDWghOUiI)WNDc1t(ZBFL@g;VXU99Iwm80*OY%;>baX)AGGJ_3}(D zpsP=s9PR|PXJrdhKPfNC{8?@($m9)kaJd3q%pitW9*Jl_6)K&H;hh3?nLsklMU6aG zr3KRX2s4?;z!uz%5^$F82?cepM?pEW85R_0Gm(NSeKZNT87r1iH!cL~>lJPn6h_sO z%4-_0F0uZVklbghRzCmhW%Gbv**xS?HqKm+Wy85%v}}%5A()_3RC`ousm}0g!Amq9 zg@{)Jjta6^Uv4s(pTLNeP6w+V35 zQOpeIx^sAAW;lyX019e2T2OH~qLtw`P+GSU*ZvcJ+JDMJ`_62g+UIONqWxL>OXogC zE>R9Z{R}pwZowP%i%TKhr_Y7rnk8yyM2*s~yYoGx(<&{5N>+sr4aZ8^rrtcep2box zf&cUK1L&qI_Y2%$64Ey|*oj zl3(sZ5mh*2H4ZX^t#a}_)_0|~riq`Z8NIn4b&I&PsoD_<({Hjr>&>!lpQC?wb(2=qeVxMj&V&4lrE+-2>KOr8_^6yLZFM$!l)NjsD*mo&YjWr0MP zlim2ZxShPkjWXhzj5zK2uw2~1ecegY#&}EH*+|>PNYfrg%cbp|@9fOA^d?E%HASM` zIvQ;@u67G02EQu5UCzbiG@PXwXSMd+CTWXvY4DVIg-zI?%@~1SG6MGi(shozMHBD^ zb{MDDufkoFspqc}*1lkbGys#Z&B=I^@I;gFuWe2m!Xt331L6mbdzXE)kNL(Ntomd( z7>%~+I1085rx=C@8iqGoh9SW;T^}sTWP{U1JIlfuH`4244tg_|N2bZ;^U znVoGU%{G#5`BWrjjik9o(rurLq&6cdXC&Pok)-zo19>dE%Nv{ZRBkLOMb~45cN*b$ zM1&7s(JeHRjxv(&ib&GgT=J=8lM733M=mzP?}-R!|8O*Z8iY!UrlvN|zhZ>l=L-93 ze}sj5y1F+Ac1F+eMSSdqkA3j5KR%}6V&(w$`O8z zgLB2cPVJtgw6Qb3hd=6`_7r(dkM2v6Lgmr@v`|1$0^;bNNld)yknY^#T#JP96f+-P zBdO#wC_&UcO&hT}xv^7;vy8B_jWF$I-;9AOCrvZ@T9olwRMNTLlFl=d&Nq^_NY2(i z*$(k>8Wr;mZ!zCAVlFabwoVoU3$;%1^c5F%af&EA!r0OLl2BA|f22O^mYX)hR2W;# zplhq19nG&W0wG(thwSFet;x+FWA-)1B|{;5c^qxqdi(vzQxBs-elXCyrx zk)#_-e@FA`3bmv8BS!eM5#fVZbapg<(nxwPB1vbnzoU8eY}(QMc_aLVh;a4~FXE>` zsHAo@f7J+k$rbi`e}uWC`LXC3zK)L)KF-3&a(sLPAK%8urTF+BK7Jq{vC;fwP;mMc z+ogUR2gsZN5pkveHgXZ^Qe{S2d9=RNByd@Ha$Ry4k$YvANG$Da_v9(r858$w5?j2o zHTkrtk%ddw4%aZVR&=j4(zbU-w{mG>#g?!c70T?RgK`_{ z1(HI19r#oCn=n9&4j*$JWLB@I%PK1h43wgN9da*?sII7p-J!p>Y|$WxO5$&f#8K5H z!v3nex4CtRY%7X`&;Ce-?v>PAjMS9sr)@&}BMoJyr2W=NOVO&bW8}sC{z$yTNW9ZX z+^)J-vE?exTXmn#*_U7Ag1NrR-91KDeRWyJ{IoyvesA)2zmexo^qt1s*{_T}WCT5I z1f}#EVn<0AxV3BXF(d48BTNT-F)IouS8_e1-{PJ!;+{6*QkosawH0!?)+POx`UfNR zIU_Zts&uwCs~z|LRFxNvyqAo;l!n)m&&?lz#8-{P*NnuJ9OiqZ>B*T!zv}2!2y4ZG z_)R0v-THN^&D0r_`lHLYOwRsnB&F1to@{S>b4z=!WdTE7^hfGDM(SUUR2?>_QnR2` zG3}8(hJK9=?-`MQHzHGtaGp#RnmhBjVpe<0|G>!m(8$wKcPeF(@=#Ob0)u}d0cD7i zazgPhBlHs^G)1qXQW%|-H~wJdPG7OB;z?H5)quE3vs3l4f|EWm5h>Siu!gtXwT#@g zjog&+KATIBxQ@5Pb&bUJd?iX(S5}9D^}Qu-Xe4fAB&O6`c6Q}5H%^gh=enC3nVW?& zgV*d_H*5_x&PQ$f!%X^HoAlop#PqE}#C9hAKMrF0cbmQ229y3&`Y*cBgPhsZO=EDL~jI&-)JwtyI$6wDN)BG+&)dCeZh{s zkv(;*&@RZPLVp+XDY*v`QH6FlADyDfpg|Jw^ZrwCgd)n``94$BV13Z zI7ppjmNP^gUDn1Mx{9AHznd!V4pO!fEj7t31L8DO$EG$@>KXe@o4BNDerq!viN~r? za2j6nnns^)1f5|7xfV;Ipty{)yk(qYWSnbcRLo3X3{vBQ&Px$wTY~KhE(iq$AK4z% z4DErLt%QxE$Ni?PbLe*m+bc<{{@~J(R2ZPyDN4Ef>@J9^?%3Muaye3FpL2zg;Z7)2 zDRRQxEf+tV^98wR9n-X@FuP*^z7eLcP&yf^X`yb5@ob~9ABF;gj}wYsog&yYIX+ou%Wi9r4~+ZYb*oX4A8Ds)}IK| z4=?vRHM81Wy5jU@o=N_hF!|tFAl z@>z~HN;@%OnqZY<`=OUZNx>^Xu_Xlu%QY4GHKRj_^}J(~L={rxUkj5gxuzYq+lg=W zL_3=*{A~lXo%@@iu;7nC&OGmHLMmRbPch%9S}aR9W^)~t&Gpk7z0JC1WBaJT88+`F zuo>h&>Jx|{`3)8MVf`U*yNFe>jN&9^H6TZo{puoyAR$uJVY7GW55-@YsetQlyNxo28#!xQ zWrR7ec@w5QlkV*IWOOM@@$o%;Tq_^3$?&dVR&g>st3`h0m`KEWwkde)4)X~4-D5I5 z$0YM*AWnwe71dsSg*J(AId)=Gwz;Eqaco`_%*AV7)8TnWREvkGMdhM$DWYr-V*9hU zP*kvvEmTv(ZxQEz@%{{fOQr=2GuN-2 zU=^iG<$NQhN=_=zORH40t4y7~(8$=PV!Oe)eMj8Z*;8W}`&C}Pa5A% zF>)%Gj11TVsvj!#Fq3Ui^SXYK(gLUmt zW#%99m>Q|fpkCvcWJNw~L|$V=4*hgR+S%MMjK~clA_uy^|E9^(^(Os|BI)Z*%(n)t zMLXWw5NEf9B1@IKb7iuHtFE!S8Qg|K118A_og{;Y z@CBCv+7((|TC#Q^e#9jEXqc=WXM@K~%0m?4A!#Ywp7#lp@{?i8vNTr1H_2|SlH52g zNjnL8+9df*a*~^=BsWV-(vCrYFiAd_oa7cN$t}{7v_ruQCdn6*lhnsfTcsswrw`bZv$6F7i*yI2tbU#L z*kRzWhS9s0QI%nUqV)mLPAMzzNW-<_BY%TPJ}VDT zEZwOp>j$P#S!M!YYbL=C!Ya0>@EkJj(6oaLLy~f$Ma1IR6>r1`naW3NP83q^Cb-sW z)8T|wZip3T^kiFdO=@6-E0OrX7>PxiVy$KeV#XTv7g|0VM_CA&6{Ns{4N zzHHqVMB;iT%C$X`9RV4)6LN#i%X-A{q;}wIjtQprG88A}Z5fd_&;@`KO_S*l8^rXT zfS62wn@IY)2S*1uSj#jg#wA5=n=Udq0;;Y)Xq9aq*oxr)N0m!OgrJzza|R^Ui3&uiqsyft?oU+eKq|1E#xl?kMUIV#9BAiux7lc8tRAMn zOC){W`P6(y6?Ox$DI%lMSDYdqfeYn*W4oZY`L@zl(Y>hOIuSeaiBhHNk27`HgWcu&2!~a;tuPR@-#$W zMvaR4g%RZ*HpCw;mlxlsN|Lum4_m6v)Gv)B*Lh3$Sh z#BOK2tZ4?M#qRT21`kid#9#xGBs-u!ofqHsI2ly4pE$g4PzlF%nM+ zsl=LhIEU7)y|hkWG1siGOD&(q9jsWhXCAUjBd67thYcm7cW+0wQ|=3@>+mo_WRC7P zIhs(OBbVWj@G{r@4#v=04PKEWVTek-`x!an!Il^Bm9xXlqK@8n`AW4E9a_9gqRw~!(+?U zKHup|Ge4|NGn+;8};m6uAVgO_EHd2$AI#l&DCcbvi5q)h-4-FNGajQ z+LREj9_GS2^Z$y;|D^K#JJlngi3E)s)lg8H7t6m+IkV4!Q!}*|{XBjA-CCjWZ&LZb ztG0X(=@BQ2VN4_4Al^1Po?M>e;1>Bcu@T3O-0mlxsjIGB8=rN=Z?i+^ABN6;{iZW@ zt(6s@?P}yRv_<)0bU3ZNP>;L80sZH+gXXkfHBLHMS$(yz5yr^0XUXzl3g&fF@p0oS zatSGzhS`CN={P$2U~1?HIv`~eAfne@BE82MJT57ZIAOWWE!$V07EFN1t>6-6I?z%P z9vmcST5vG_Jp&(@$5@x8!7x0{bhicy(|tysa?;(_BVET!DbpQp)1~uRS;yt zP(j31srEXX6nkJh4?2!3Q_|VKRyq+^rd8$D1;dJj5|FI3WL zsFhB{5o$;$!7DvHil)^`>spPDQb~u7QdONSuRBYFSyD^ew+jxJKPv8ssz7#S5{!c2 zGvs&i3R#68od>408S5~O?oY{&?oVsrSK6G{&?O{WUVP&>Vqw|atiqhdqSuY{qfK{* zDYUH@HTpy)ZTdv5fp(c%_w?gOPmC%2tcx`|OeH@$Os#=mY;z=-=tqtoB2&m&uWalA|Zr8ps9k3>TTZ z1PA-^qqENxe%3u4oxPGDoxRq;FJA2q^&>|oq$%XAM>+b3B{}+st$|zse{)gg9qGr9 z{!vr-aSp+030=sNA6>{s_?3pu6sPytu?i!uOp-Vu5+()Vim+U=lYoSdJg(Zge$?UB zHEooEiHllu(jhIW(;;n?`qrS%Zh7F`Tg$m?ul)N@&UNPs9W4?=qEFmcNtEn-x47e< zDBnq}83saNWSJHjB^b1-l_5Pd-MK~4R}i{DX>)0L`0{1k_zboIiE#W&m^04z(429C z8?@nRYOWnfX|5q@lD5DjUB~w=)9tkBmXG_(;^RI`G~)d>%x1zAw#$Q#;~kfDx@)Bq zagkevPTqr#<3g8odTON;aiv>@&QTt899O%fQ>c|r#NBR4Ct=Q5^q^zsjC99KI&{Yy zY0a_qMnYFpHn~{@!Rd2Gx~NR)DD9k)PIk$UPIhbH=R0Tonjh`2d#KgU8R>bKwCQ=b z2HIt6J=KpN{e7mW)y^5|mY4kKmbV6e@e$?>KXUX#nnKRb8R^NFxf;Vq&tiwX0^UwBY)+%uEPwF9J*FdMqggNi-kr}Jh~ zq4Va5R%Y!fG1_J#V5M4C$X>r3V`b*|NnpFl)74oS4-n-jtSPgf#0twUkVvzPiq`?V z2gY`b906t2szhQ%BAw|=X66em?HP&ZDUp*@c(wLi9Zr>Hb%StvVZb{awMp1PCKn3K z$Qi6MzLiA{)?mZ=%WxfBQyt$4W5q#|lyy>PE?Yo|)Qm}_GoSCl4qKP7&GFHKI2-Gh z7@&P*L00rlkb(O^iH!)?+nvftfmQ6 z?(m@Ec+Do2I|rZ2T^>{%SK6d<_ux~x$AgOFXPZ>+9egVHc~Eg2aFfdK2cOFQ9#kCv z+@$ir;8S_fgNoz2n^Ybed@2unP;s1llgcB5Pvub$Dvs-KQh99fsXXpM#c>NxDo+eP zl_x!@IKIM3<*C7^^0WsP$Bj6tJTv%Ip7o&O_!lRYKMX#V=RBxbM`m6AyCsJ_sGh zlN=q#*Fdf;y7{VbLKZJswI?=fg6wF>Zo!Hz4LAiJ*p^1+6Xc(u+{5Ocup78KiYH|Y z*zw}edOBxANd;yMD$ZAV0<;sDWR6(A?UOT*iZ(?fMzWfaDm+AVRKm zTvJn~&^J#^U&f8gOv}qv^*YsmXXnW#ZC3V;)!sDkTQCHZY(UTF2JOOZp#%3Vup^z( z_ds}0Ba>Wmyzw`4%zh0iVLhvwzs#?F;BLGWnVdJdE^`mu;}hX`9(}f zw@=Vc!pJu5crT)z*nGz^SMY56@LQio#R*kFDxVz~6*U}d{*_0P zH6W$RNHWQTz2j=1?CEM>DKha~X{aVijPks==W!)zwhm;F8HI3D^* z=YU%2M4a_kp)|&; znKM8t3AO3V9#pJXZ$=&<6-FM2)TYvCoGoVZ3v&f^cFBXomTWO6r-(8_9g&gRl&}rDk}X8m}&uVWM2Vjudu}Utt$K3i}F7YiNqW*bppi#)gO#Hg3-L=Gw#*SqdeW zm2>>!5>ZPRRCM6PNn$gQm%FgVo_u$BQAQjXRgH%Lx6q}zV zj41J`^;Z(eC5#}55Ro=x3rqnr!Uf5lfcGkq>)+&&Zr@WD@;!zMBUg~h*9V`- zaVSV-*#M~|bf@3*pyI?WAQi?fh!jw1zZuH1gnghm5b2PXCLN4!GTQ8gnC4axh{6)xd}a5jDgb zQ3Cn0-M{P0`FSok_Q9LsOfzBQ>IRQ2Il&B=B?dE4SxQ`P+~kq26WxI6-i-GusmkeZ zxZH?DI0&K*g#02@1T&gR%87e3W5)Z>m_X+~4?1?lV8{h3@b|US zi3DD#Lg#)DI@V(@12d4$12xj|SOPuhLB$SW4BbE~4-Gz*hdroRC(?}YKq`+6K9xs3 zsMzf(Mt~rd#~do9A8=uk>24jBEflg#B1-_ydO7XR&mUJeDl@iqT&AH2FRGY!&mJ?U zafE!kGrrw9G9Skec6L5{>>NC`3!d5~`n~&9^tYY)PJ2gNyDZGi60E7Ismj#Sb1&_2 z54|~|EU3399KFRxyo7GtqhdelLB)x8K`KuTK9#3EsGNZ=kP8k5#UPbu2A|5a9#ovz z8Km-u!Kd<^2bBxV?1%w2Nagv#r}Baa73&S2aX3ij#lffYk_VM*j8+(`gH&D~d@8Sa zP;sJpkjkrrPvtcaDo)4`Qh9xVR1)T5Z+K9#{@<@OGaH5hsbMY_z^7$&=Jgf?J2S5Y zes6p5vrgi#G5i=aWFY+B_2c)R2S2;BzyKpGN(LCIfnR)Q;e9`HA9#?n?%x@mgya~V zqy};UVwXe<_u~Y93G-M)KuB9rS`X?BWkP-{!6Q{Ae$I-L%cMvolW-oJP}ks*K8=p! zt)F!0tv^DibkSt)f$glPN!UT-x>d*>)z?vw?Ml6osh)@TdbO*-DOpdhr9-w2GTOi)egf*K ziYK6mGY~Dx5l~9Joq8_5Z$#;a>P}dEkM&Tu@m{1D z(`Ic!Bn&{9&4fz+IS)Fvk~2&I>Fic3ok)OyDs(>YLB|OoKsvkEN+%LMpbDLF9(0`O z0;KbWTIoc>3RI!ojpD1IN=IN zXF{!XA~6c8(Amp_juXRxboQ>5P9$_eNGDo_^=-8l`=T+~ggX899>Em}a~`a%84qoZJo`Hy8hEz{TJZb4O%Gjmk`5 z`evepNsR2}@W!qfeZfX-Tp`!nSLiMxMFbe(Szu98l()Nknkd^$rDnG_W){fK(jwUt zl2hdH#8-B&#QzkfriticMx$QqFf zQf)rOsiRwg=lSt#_2B1(;UGVT;fU~?wZFJL)z%7GvB6M&pv@sZBGT}*jm0S^{;*tN z*{CVA)D=|;7(GW7vltxIx6AGL`hP>MmU<0}GsG$Z)jHZxq^`!>iJYkS%C&Xge3!~; z>vgU(CpIW(s46eav{*~>sNQ6@DN?ydy6s5|j@C>z(cV5>ikHO-e~~?4vD}b7U^($m zHVjCVmdQ*sMlzBVibAzqS<8sE3oI}2oz0L*MGiepgUo<5e_=0RwN*x1aot&SHT^>a z^}==2;zVK6P^)YoC)W0MzuF#n)OIKQ3u`;WzeH>MHmho14)goEm1~1}%2KEHx-a|q zQksBFFoJd2?z&OaQK&IXdbgZql33vN7;U14B?8H)H6J{)> zNE0pv%zU9&cd4o;G>s**P`s$fTtxcBEGI)vb<^9I6gyf%_btjh3z{6JN*vo{S7~8x zv>y7JC3$6dmEM~ns8e+2-s`7|g&wMK0z6R_4Db|D#jGZoe5xM3knL{E$utjBL_6G! zwZjd^va&Hp9{fCt5X z4~MDa69Q&MOY~^J5&Kz_p4q%qR z6zpt5Td3+CS-22_C9jz*rME)_9E+CPSN%%uM2}K)f{(G(7JYN>O4_Za8ve*Bht z@UzDxj8sN`j8s+wzxXl9sea^29^|ZH8^fHD9K)Q|K(5TN?W}Tso_p&%8c4?5QOAmgl& z&NphM6A85z(n;6>ywHP=-2r4MHqv1zHc#zf?NM461HN1nfK6L{eave75^zZ05B#nN zRVP*(sWMhuglg%%eLB?ILHo=u8<;Ua3CHpUxh1lW+fS_%it21i_LlHa)!yto|KGI4hS`!CqKG4dP5 zBwfsK<*FdKYWsfW0lZybCM<|~Q7`?#;qBCJyfhqHYRrT*X?Q5NJ+$<4JH)HXOU<(< zI2Uh*b+UU-S>%?hJqnsp>}ah+#De}I-is7;<&j}2z5Tj2ObJx3@u0#8ccel@DnA~4 zDnId{!Vq|*LPRP*8+^zwg&5L}bmlfCFM3CHpTwvMV73V9H%Jh6$vKiAa_K0|$-lnqUzh zF=7+91V6z`gCk@PFEPo6NN8dCqrwF0DO@i8&)}%}l72TnPHvZv6Y=q4k9<6bkIi%P zu?aqY)h!>_;^XH9`S=MwZpXv7;^S-?V1qO8u~uF_R>ucJ32q9{J|pn(j`+A<=8wU3 z_-Mu=?nr!mGEYAKiI0sC3VD6`=qqgm-^SUVj%JyjH!FY7#pS{7^8AQ{mp4SD*tBg< zEH9grFF@2D_^^4h43lza^h0-vc@u==(tD0sR2zLZEAaE(ZEB(074;3UoQp z&w;K2x)$h%K)(d~3D9w1^$VaAfPM{h641>+Cj;FMbPCWtK+Aw01Ue1qaiBASzKL3X zHqdu~&IP(0=sckB1NEV?J>DiC#{fMA^i`l|fldZ`9_Un{mw?U$dKKtgpf`XnKze@y zx)A6cpzi{`2Xqn8KY*^q8~+5l9_SOG-vF(Gc6$rZ>Oi*xtp#)^&^kaDBbD`lE& zpf3U)fH(F8IuK}Ypcz2>038anAJE}IQ-F>HIuPiGNabLl9|0W(^edp*KtBWeGSGQ= zV;<0jKslg`f!cw-1GE6>GN5jtD}asy`UO(y1-cGs3D61X&yEB7HNG3$DIYfi?FMuc z(0HJ`fc6Hu1!y0j5AfO)ppSs21APoM6X+A5SwJgy$j6aDs{+jhS{yXerS1K&Jw|3{(Po9q0_8KLMQu^cSF)!0K;6uK;}r^cv77 zKyLu8)+HZ*1gZmi3ut|yw}CbRdKYLbppSuu1HA{d1JGNLHWKJIMgu(q zG#2Oupk07o0ooPl4WQkC-U8Yk=pCRh0KEq^9_Rz0J%Bz2ngFy4W@iTitp&6<&^kaP z7s$s@pwU1Z0qqL3DbN>ywgj4lH?{$q475Gaen2CD4ghKbnhLZF&_O`E1I+;X63`() z6M+r`+8?L|=s=+VfwY5xz6W#&(Bb%X7SIj&?#nJpr^3=oz3TK+gjm3-mJ3@j$Nwoe1wsK;Hx!3Uo2hXMnx~G#mN73}_C}l|aovR|92%egxD3^aC8&y^aaS zkAU6;`YBKjzy1QK4d{BH1wc0gbpibrXkC2ViI3Cp-911X z4A3V)#{sQ|Inwb!YXhACv>wn&KpO#_473^0DL`8REd$B`4a0Kf&-mB@AMfB}BtHIz zkJ0#eA0MB^$A|bh9q)b&bSBWsm;jv(v=NKou3)dQUjL8E|92O0x(4$v+@7XW<@=vzR$16_u9zX)_W(4Ih70!;$C3TQu| ztAVBh{SfFNpdSGp0`wE0!-0MVGzaJxKv|&cfaU`+RQnJtJBMTOHWX-kpbdd`1lky= z0cbOzU*X*?fqo6N4bY81+XLMM)Btn~P$ST7Kx2Sz2l_0~9YCK4x(n!wK=%Oc33MOO zB%pT4JpiZ^Xc|yA&_O^wKr?|DIr1=|`|<7(Ko0_a8R%i47NAFg+JGJhS^)GUP#)-M zpd!$-K#PE$13Cui1)$@BUIO|W(Az+#0x@XR=|GIxbQaJn`1M>M2FSS(=uU9{7SP>5 zmjE$3%cVdJj&eB=W0QOjh@nBQ24ZB6Yk(LS<0n9jOYw6chK0Beh*24?2Vzi!8-bpO zw3~q#65uu<{kDD#^e&!TX_0)q2ecZ{`#@^} z(evfHKy*C0J`kNaZUjWPi<1&EGp4hEwCmqUT*vE^_eI!iec zh<-|%f$0CE6^O1k+JNZwA^@V(i7p`eeCPq9%Y`Bkod_%f;vN2@fp~@fI3V6&|0)nK zke>v^``cd!;`QleK)k(N0^;T2Gl6(__Z%SJl06@Y_ffwI#LJ)G23iRlahC$|hU4Wx zynOe4BK-P8Al_8_F%U0_{S1irv#tf=)u>+q@mA6eK)eui6A+zP~NFt-Eo&dFUs zyx?&k5N}gF2*i5}j{?y^{V5=tg8u=CX0k5<(c12HAR3#!1wYc)n$NqRJI)u zPpWnV;<3<3AfBp>2I85)u0Y%+{{j#LjlIY4UzH3O{&)B`O=$}BXKnsvwJ5U!;7f>Fk0CXYHVxX-NM*SF| z9f7_A)ChDUP!Z349jFiJRG>vbX96t&Iv3~|pbLPG1G)(4c%VywP5`*kfldax z8t4?D9|J7|x)$gsU~mJ_FMw_ax*q7aK)(UH6X;f;dx3rj^Z?M^K#u_Z9_R_6hk%{| zdJO1!pr?Ue26`Uob)Z*({siw#4o|^-72hd!g8}Vxk&`*Ho1N|AlE&zH5 zs2k{K`1L5DUjX$1T?e!T=vP2r0s1x2i9nk`bzcV>0kjP0HvD>Mt9+~u9|wm6tqF7_ z&`tQY8R!Ko*8?35bR*DlKsN(@73emglYo8)v=r!Wpc2r1KxY9x0JI$FVW10u z9s~L&(33zH13d%uU7+WHE(dxM=uz-{1?X|0H-Mf5dJE`jpm%_7#T)MdJ^TMUvY(J9 z!#IHB#3&gVBZiDwD@7t?Y#|y#mrk8Jb?Bf(!Y*EdV6YH_5F^ow1W{N-gH=*85(Wt& z5_Aa!A?Oedir7?UEDMeNgADD{<;&;&z0dnTI}FC&*KCK%RHtPM_;ayJL8?-S{?f3w zF^_#M?$J{kr93^LX?jEjnxI*lq9SGK4LzZ^l%oa8(+|77pc>84I=!afRHO}>qdzoH z0WWjj(YD$9|1in98S0^4_q#^dsgGKnO;H>5(~z?_>AYE*?we(3 zoCau;Zqr%o?$C3yyY!Mqs6b=XZrwwQ(*z|bOXny@C09J73Qf}*y`m253e-u(f68Q1 F$pfQ&M0@}M literal 1551010 zcmeFa37i~PbuKQ+TF2TY@0Q(OH8RqSHXB)%<=wI^d2CCzku95cYo=$qOFiA~UbGk+ zV{EXM6mftdggwd20wfT~@(9TzY#||p&4Gj^c}ajIBm_c$1i}*X|IWGhR^6qldaAo? zn16mxKf9*7?so3E=R4=zdr#eZ$%5A`o-=n2{qt8h>!ot__)xKWwA`pwCyUkAl)v)& zcDXWkllJJUhchbPLdQv2}mv0CFuvtAf2 z4kNiae3)t(9+Fv`Q~ttcW0Xs*iz(5pwHu>FWE`zk$IBB_{xV6P`n~W5kr2?cq;|B} zXq3l_O_1j=Xck*-rmuLsRjfA4wQ6(fL6E(w&~DWV_3}{ge9B*=x_-PhR4vqNm137en7glrKh0VVziZ_we^H}Y zDHfXG-6>m#Hc$CWWry?NH?hE9GBh-d|1bhm1^--?T0em%tNGDNq1nuX$zU2fIsY(- zo$}98T**(=Y7>=Wo<_CRC|4(@PWr2Z#CEfouNNAHNjzO;JS`tBG^U>Mm$!kX^&AgtyZzYW9AQ(T9cJLm^O({trTOGZ?wjON1Wblf#ah= zy|)jyn~mX0ZM0Asu9OcCi~emJ+A-WLw~Ct}n@0*0#pbZ6Za5%fc%o6LmyVVn32uf) zn@y0myjX7^&f`8mUammMK>KoT*m$&zA9-4)W!3g1Bsf1_YfKhe44p+yNEM_5y@zzr zUG5SB1+ujp=;NZB%M(NVXhExRxPm8(@20=}XkfH9R@`(LJv)N(`yd_|21;rBYq@a< z(PW`gt{!RT%NR(=!8f0L0%I7AbfbttD(1a%)hpxycc6IT(L$xo$Qdl1Q99EFc?Qc@us0R-kiK&Z(nWGJ0gI=i%&axMY{2yauR+qh_HUFkeg$AVUE ztZ+g-_m}X`{P<*RYD8pMTq#s1+8CE9e_jz4aLcFiAVTJ({4Nr|F(xAYOu@FiD$C$)_QE{MJnyF7XkK<$%=CmMF`pPR=!ZF)Q;uH+mAeQBHwBhs!fO}I?#j| zFOqqvi~hM66n(ca>g(OIMP&RftSjfTw zKuu0U^CBO~0MeP@0mwnVST9#<6KZJq5yVb=w3-=3b`|oHAFmY9wj8JBb?~szI01oU z&ieD}fF2`iX%+Sw3}S;nH8Mi7y;3|2tRh)aPFOlwsMbkU=GzS*UDU9+T5i?Lqeo6m zo#af*%ZOpw7;wKc){*28TGZ!jLKwP*Q))c>bE zd}C1#%33{Lnn4;j_GkAWoC{%Pn9Mt?;u`Illn#6bubN6cnj0PnGT!kA?X~>y>g7?o*Imn&rSK z!3uFTE4XgBgVk1fyo>_=qIUI2wRQ|TMr*t|%5FvJpT)z)T&i6jo5B;uilBRxoXe>V z`lAWtDym14I!L2(4n$T#MZHGglwJcTl(v+%iWUXWl-pxu@&zlPJ0%!S5tRzI(PMbH z6750OChRjfEFX*Zp;z+I1;DTx_O;wkU`agBA1jX$+UAG`L~mHT0`sJu%T+>|Xz3dC0h6$lpNtodvO^{wmbR6)b86}G(iP%ns5C6{ui*U9#f^g5 z&(lQJ@G$c2`WPH(*lKp4xEbMmHX)aX3xGI`7e5w-V79?!nv$SO5(SmKhU*kof=0AF z%1Voi3PM7U65>YBOV^dI7j+94SeFGZC;3>flv`3rPKx{@fqclkoZ^WZrSHlzClbhm zmCgC5Gl}7I61QEPcSvfR?| z<)~nW1uHC(Mv4$HjP zZW}H(FUREX_@>Fp%BE4G4Vfj=*o&YVZH=;AH6_&|nc#U33}Vvqz=o-!AU`NPR&K)Z zo?tsY?}0;<=|Pn#s0ac)#3P<>v!APpjFb+@#Y1F|SE}bUV zO{VUo$h}%Uq={ml{R`x0BY1X@6e^Kcp@FC5e~3J1s63bsL3zq)6s=;Mb@M&@_T@&d zyZxrzuA6SZ?$&+RUU%b-`)@jMVE2@0`LwX8nEqi+0E-Cz+I`oJ?78Q$`Etm2e&L<*@YaW{!s7)(Q@Jz2$Q=pCRu$Dx$r zXp84(i4s^7s?d@V^bfm|G!+~XIo66CjzZU~)olB`YE6>0Mik^UG7<2S$zkAf%S9TN zmUwbSnv0*GE}m<~C2(OleU(V(WehnZBeX0&T&o?yL--b0Q>)Y(joPs$P{CzRm1Wp7 z^WH!jfuBqIg!$Jn$%&HNrfZY2{1B0z2l4v#azhVm6K05SP}HTIIVei}kZOf=kD8o`l&!(r7 zg(EQW0u;1lgu5E-vdprk37}Mp!h9<~$r}!g&MIhza&^2$t2FE!D#am*!p!Ad@86N# zKmU$ukr-0M(rw`J=4#_=MHeg9x0jov#R{w~MyMI8iq)!(2+gokrMW;;DbctN2oJg9 zFIEdEQs_=oRaDWxVyjTD0LyK~nln}EXrqQztzgZCybK|A$k0-(9W9ZE=`XtM>P;`c z@OckO8?cPCREx)mF-V@@u3||;*oQToMvF&*qY})Gi88KQPT36yMohzwV+j~bB&}93 z7hf@&FOTK1PRx@EGzTf+ysK#y7(PQ(+RD+qaI23LPXHlfJih)Ste0XrfjY!@wQs}@oo@o)Vfu*~ptx^L}&hsiIR2q|X{wM@< z8VeU^jMnSIVRn~=xS~~@A+p3=P*{}vGCd~p-S%R1#(M*OklhEFw8AY}o zIZO-GV^~2}igXk01_fDHhLs>Iuj~bBS~ZR0BrU+2>1Tvx#R{gfCntj{&I+?kmaA~* z8k4~iU64uR8trijIF{}W(lr{zl0O!Mg2WYJ3v!}9Ane607_P9N=Y-j4&Oxh&&>FNT z1Vs{#kjDBTn^;YKFs$qJurBU5W?Evdv4Z!S4wtLLrEjhMoyXro*#0a zh$(WINOoP#F4bJ+VYplbkg$0<MeF zMhfX_v6U;!E|)(;=S9xM)N|!Bk^{PEvPg@=(D=)M?Aqw2;P(own;(VO5E9Fu6e8J$8PNnsP(uJjq1kFLsSU893g_gmtJo#N} zS)+7=Y~gg(0v2!CQ-mtP)CbFwVgTg$^Ul7tf4xAs{KBAcN6|pueGpI?*D(VY18z8Qe<>N&x51ZN4PMQ)iIPsj}990kX3kDC1oMByZavhR|EnTdm zkidk_4EKsCAqfx3{p%fSDY2`b8sWt7;^6cyyTyf#=6kKsC@dS+Q{x+q_~^ zGBCnxs1gY=TK6DVk>+qAp(>H&o&*jKNIhIy(~B!nQv{wDm6)fseqLKro-eaQwKA!X zlJ_2%ctHwBQm9M{_EOY%IN6C_r?*(<%`&x_N`oUAw^RiofMZZ}r_fcPW|f|j#}W)z z%`0`M2T5`vQ4QHCbu12u;%8`DEYJDbNe(Bhr|TK2u$W2dMQngt>8teeELLj1UAkC$ zYi9?2~20(*MM9QcP$HmSL%ky9#aC+EdMo#b^E#;`HV zi{?DTEgmn>R3MPd3z9O^#&wYM(xjZ)OiOU6bg2-7(j}5(W`s?HAgg$_)~H!dYE)tv zwgYs*9mK+Z)ADeG;)WiO>#X5Ojke*TVbfL2tAnl2umPHeTf4NvrA3|?LXx5@T z<(&!yD=jW9DV0l}zZkN@_Gju@82s}Ic(5?T?D-7SmYn3sFgtUw>1Gc3R2d&xZlbQT zEBhrAFq58asx(%7VPoYg*7bu#8582OZ3r_>V3im?nX2LvlbU+zM6=A1bXaw5G`EbY zd=`D zlBjB<9fzsC^Ze7SQo`w)+B@HApW=v6z$UBN8l%SxMLkn{cOq;|PBY0n0R+W1AqDms z&#~`>zz#%2Ns^$~{l(x5?c9?681&fzr!^TF%Hq$%EZAQrcZO;O5wA3#CK1@1ApaX{ zK@_Be4Sn$Uq<`9IrB*nChy^T7LHUkRs9H*-3147Z7|UeA&GV{L|UThah4Z3F`xB zhh~0b=>8f#G(<(e(P~%el+qI?{bg!H52J?-^wPclQZA5J0Vr*MF`NrFv@}rOMW@V} z^HYm{FL%lBwbw87*72|3%8OqY@~^wTDt?{IzuK!V<(xVGwfJ%I>m2@d`e?9-`2LAOt{`J}OH}bFb{Oh@oieDG-uODsR#Az4v zuWhdqzs}}g&-{8O=U!iiW zaH0vr!B>4v?9?Q62(hbs#4x0XfEC6Rq+QCVy}+B{sOU-V&w6c zU3cfLx&0~xZ%URB1?JyP-Z&U#WqR3^2ohh&>yfP~?-*6Tgt{q+_m0qmg_7(MpR@v2 z2-=4W{(!cmOKRnmGOyBNB^Jhq^a1*{Kp1x1Ek+Pb_=6S^fmzDa_7}AZSky%vsMkhg z-V=0b(B-9cAp*Q7aq))}W6+0{yC@>>aD*RR;5-s3dOp2 zE;`9PojYVwo5Yr)MQsw9l7d$g1te;mlSOhl zCoYr8)g(FvEyOc_5ga=X-9?mUv`hSQgdZ-I3Q#OHVU6@tD2u2>tiX#{wcGw1{{Y#7 zhy(+`Cn~kWu#XE%OA-5(m6IsO2vqGqjH!9tZk02LP!CfWKSVy4B` zg`z9(M-p^N^icULB;z(6L##i7n;>gZLMEGeA2k!FJi-xGi1FrONx;;gBR9Y(U=c7! zQ`p=?LZ@$%dL_3@c_iZ9nIVk*Fc}f7k3yW)8wx7>?uYUUX-a8Vuy|F869OUM78<`s zU5bHy4AYW0^iKhY{yw2%ZwiURWU+em{*f{(`@?iDGZUD4Oy&r4pPeDb7D8KC(CyN0r7|DAx#0 z!QGrzIF)Exz;ilbDfftUQ{AgRd#k`**^$+_gS3F&jaUwzWkr;0jBu-k{7I^TuI zc3;R66+DA}?`@p#ow$O?cjFKH;Ibp6Fl;?0n>F1PmjHhm77#WCJg|)>Cx`xpO_pfC zbfxGbJ4B{Z2(=q|J83jS;M#E&{#q3eMiU#XyYQPcJZZ!`K@{lA8ehhYu>ojH=9IxK ze>q;EgGY-H0r6TOW_9X`@Eg5dlx-Ecm+bA1;|)eEQNS-)c&~V~NeQ;UP^^w(^N+m3 z5r2tv#;|OS9~4uI6{$&jb?{WtnwYNPO-K2YH$(kpupyXM!nMbA7JfN4b6XS{5c*4D zBHWZ^Gy#Ntlk-G8SuQrfq3uOP)rfzNc%ni-#NwoKdPgYGfOgEo2TQT2$9vbj8?twv zH-ZjfBDo4NEMOI{tA*3c1-zw?ZY`IK^~eD;GfBOsc`#yz@kZG*-fgG^Guv~`$!?w( z_VZW_!8SNHsumJ4w7I-OE;c(+tNuDG#j3(PMEG4U>UB$>YbIEQ{gp&5hYNrS^j^c1 zx1R{V*I$E>AMB=KA3>Yujg$t^&2VV~p44t+_pZUkUp9tyXsm6@r3`S0A7HPAw_LIC z=&#@>EW|X=4EVpCVFccS1T zCD;NjOKJB8vre(LgpsFZ8N`7G?+|!*fbM7fQ{fc_%LEW9ivCis!ib=&soPhs_ije! z5${Io?@iR-(`b!^7aJhT!RwcpO5ypYOEz!EtoBwevWJS?LPeG!RuA&XF9|HBHHVeW z6PVB(&j+teAz-Fb!#;y|0QsNs?xdo3QPFi2Duj?_?3Rm&MG-WMO_~PBmUw%S3*I2G z%aK=NAq8r3A3gW3rHZbj%k}*G23()s|{ycB75`6K-n+W-mTV6a@#7kI* z!Oa#l1C$RY__SJubsGJtm_gz(Y8wxJkS2$3OLLb(lkF}|MIW2;NbQFSi>QD|8T7W3 z`QJj9jdY=$-a5KF8<)1fg!0l_J1?1W?vtGJ8P4@go993@7veft|C8}xB1CQMV^MA1 zTCQ@LK0{;jUW(@-dCRa7%aTMhIPUv0ay?Zk;*m#n7R0;J>bc0Rs-Xd&JY1^;FXb_7 z*IEx%8GnhYg|jVD6!0(JtXAoyrm&sJE1PBmDg`zkxE;l82qHA)y#SQ@i*ArVUrnPy zAl^H-$qO*cF&75{@mgY&Uvj`~67R_2l}>`K@%Yr>F{*{KS9?wLb{$F$jFB3V2n>B? z_)D~2=6SeizHB%%dpIUx&^v0T_y}{QSY+Nf2>d2?gN+np8vWZe>};doL3cFy3Fhl* z%(FDEWC4Zof0tXaf7SHXMZ}hXw*O(RkQ(ijh7@YEQF{GaEe&_);j)MX^ z*o1<2fjzS0u%jkD{)TDSswx$$tBYjZsac)3iN-{%jEEJ7#fmI*tzir0OJ@$CI+=cc z9o%17Kd}kSm?|bM?+gbL@;uz7od<$haP6kpZ2GiBBlZucyj`fw$7v$eW+3=%9iy`tEGkk@(h2vpSd`^}AMO{kyO4o%iC=7H&tfXPb@&rC zUW4AWNAl7@uL*-^>Pqp<(3F>%ZTgo?tAao_Hk-vgAHNMnxKOlds==S3TABag@S!kf!+#n4S0D>`x$z%QOg+-{Rq|;#1v*ey%k{2HG&DLoaHR1 zEZR#7#0=OJ?7WT_QgDvbX%+wiv@+I11d?eEO3=U%Sgy)m~-H6#x8+L;Toc4Fy6X|{sx^9ZCF&z&8bGjBn!Wd`nM+3AETQ6xyO=&2{u!mti_0W z7pzGuVBWV#P`{0fRAZM0m0jqPs)_I#wfckDHw-QXlNAsaWezP4R0wBFCS%MbgGaZz z4F@t8!=piLtd%D=LBTNbJPcp(FqqL*9ZWtqolxVH${}f<*=b@im0Zl z>>20T*VFq;J9EKogI4Q?Zo=guCCV~GwB;e!*JH)3)7XfcO?iOF1x!c~PE(yHNHi*alx=Wv>XzV?mtiH+`dQ-Q&Z_hiqEvtyXi zZ@11n1AXx?y}N-(-`t>XPXjM6h;4>vcXm{cAudg?Wjotd=3ts)=!#FWOIA9OQ7vtO&b=*&k z2U~jF+kxKti{R(-zLIw({bb);`@N`I6EEVO^q0z85x;lRUs0_|?-OU@Qb^xP*@<%u z{%9t}h{EXmT7fVs&$|X$Rda)=L@6?FE!G zkjl&r%>lPLO+GJ*GBjJ2c1FyWi5S1r3PZ_lt)GTw4Aq0;AJ|lNuqQ{mplTt?B$~g_ zph&9H^6IHBs7hg!B~`+pY&8umrNzl$jJ}HW*Aom%N4ay_8DWk~?by9RSrZr(9k-EI zMaQTzEx!aR5=_fQLQURjFfb$2Vm4x%7C_fwVQSOzThx!M>GIoj*&WcB#d`Es zSc^frV{5^8v(j1&-5?G^n6|~ZFw$ZewPa~EmYFTZT8?Xo_qye<3L4hqI?6nA*5hio zIn8=(in1QtySEl?b zqmBAbL2*=evbBP(JyVp|aa*kNR9 zEAmF_2hTa)M0adO_^vlA5<^&|BuQq6t9a|or7(Mcw^O%eFh}&-Csy#@9(4KFgD&%3 znl5uR%uFoJtrH=au>m|$;h9m}JBi^t)8F1v5wd|nw0B0b3C8&&8mSn|nR;F9;|Z0; z>@KC*JRn+QWi%222`e`raB0f9<9l-ESOr?1rNU{{RGbYw55>Lc25`vm!8Q z{PX2Hz`74whL*YAxo#vqy$EV!pJ)38Djtm%qA3Oo6*d)ws#^G zbV7%oFPPM^L)}EO7~(9N#~uv#*SJ80j(vySa#l zS*I^2i1eYbc;rfg*$Y#6QUt^dXwAq0b)#Yq)7a?BOD|=N;#m4o>?JhjA-6fr|F{~+ zwH-kEn26{}`W?%*+gc|tB#meGFscW|X?HB2?1HKkYY396v}*{j?1HKkYY396$PgGx zi!sbkxibG&lxynI{f>BPVuj5m#9Q-CINN~R7 zt2+-G%u8^-dI^Lv8?jdo09%KBsaFo(PyOJPgAdRhuN?4QnrSra*qN9{UwWWDN(a<; zG!#bIq?83&HcKn9NVO5@PJ06MIpVTzB7!1@efWYQUZ&NG^=`YL0sV#BoMs=ckFpOv zM6`U(ZLOd7;U7_b7xv*lyPztCeUMb8wGRsi;+1raAf&OSlB&pv7D~(5K6I2jN5Op> zMD@WwEVpz*lyL}fkUaJ`sA{JFulj4XrMh;11FSch?`EyH$_Jhlv%(;Zs| zzMGYn;i8-IJ%Em8;f#p+0~O5DCd}ssVhzGRVyj8LAK<(3#F(93M$Hn%y= z8tjR(20g^9V=ycuJ76|q+W|n;VOeTB z@HXlP+kv;!9oqrEo0WE8{SEvn-d3@rEx-rX!*`jb0I0%Q+JnVGBe6E&gT!dvCWK`S zyYOK{#4?{Hyx(n3vkUv8>_QKbD4%s(>!)4#G^+2yE_}HQs#4emNmW|A@NZpEmBKDa zsv;v%C@o{V&{6IjCHMOvstB%rU@Z7m3>%#YNCDEC+x%jF&LMTeJ~rb?E@g| zur9TII1jxQ_ThZGWBb5&z1fEt!XkYNX^g|z6LV|S?l$(@V``UgkadbZ*%)+rQ_y9; zOVedH_QWR2Um?$^RqvWPNB7GN{N*6Lh}KL#yg&Jn9-Lug6ENs~8i(4*lN2}6nFLL| zQYR!t4upBkV&WM=d>XMii_y$S*WV7{7xZ_7PC5|#TKwIMv%vX}{&@iJdORBOZs6-K zoI>W^j9dBU;;sCYkNWp+gO9oQ9-zAi>GHzhS)T45qDz4;hv_2Du=hrBPe;~! zW4J+3L2y>RSELkgoUapnE%CL?SC6kp_*%hLjKL)TuF~%sUHI^LuZ~-E^>1JJAvFI-Xpl; z2%tyt=dmg8#p2IP#Gj|cpQriHptqY~dKF#%la9yv54v1IKeyr1_D*WqPI8u$oQyYg z=xb9XSX`I^M3C^-;4+=pUMaIOM3Jh?Ur=rWcau+;v@G%(mS0*4c1+f-!EdblDp;+|#)Ij9anyI6VtaRR4Q0 zY&x34u&UOVf&LYBc;CcD%1wA!dPMvFt=-Da&Mn(xPD=N_WA?&dO6Q;7d?S4Vb6_BV z&VQP@!ovXmD<)yE-v^1i2bRAJqXAu+`GMuKoikxtB8R&V2kl-IoGB$ZuMXNB9~%-6 z5>MH^uyg5PAngOH{*pvm*N+QDgQj-;ybFd-DC;34@3TCxY0%4GXW`SS$a)y(jDH!G zC5Pnc=Zy2|RK8|9w1ak6C=DpbM4inUoKn?ye8Qq~H14OFAyG%{Qc9fJvVDHjy*Cw+ zR6k)v;D1oX`uVY+U>ed4imWp{Nc>}>8`C{vH&imy|MY;~4`$thrKBYKKz0}043EA2 zlWv(89(yaaP#P-YkG*|IA~|1$qDwl=L7j2?w!~VZj;nX#iM|c%Aw)dF+<9+B11y74 z$J*-O3AX%j;~T<>6W0j0#WM2KKioF>;)|h9gQteqavh{H4z^v$YUpk5b}QC8v=Zhr zTdyUe{T{U9)+?s#wQM1;1z&8zXT2+Yd;OhTw#u8W+vUx+E9A}g9kblEd5E=E_O6X= zC(gAQ?8iq0!fyb`@zIE+jS&Ql5JmcafLkH(69^N!S zPjGNvh00PoINowT~AHGdAij{Bk66QseZ$l|@N-~Wd)O`Y8fB9vq zSodunV;a(ohvVBkBDyi7zRmCSi|j7A8TvNIM9=#$3%VdgI;n46Ptfl~EfJpmdmy@O ztcLhJ=r=UP06V9jm;n7{>VZwr4}Xu!deslhL;XP9?dQxVSv&kWb0SJR zP)gj0bRo~-%;&pQv929H#WeJ!9X>9)F{9dH;j*4*K7#BnxS6?j*t*@+4qLZRUpqvV zjnxj9fs2lI*lL~Gu#qy&n06RUJ+KMd;R;mNSM31a%$V@kHJ5Wm8h;$*(p?0{1 zD%Q2b1x!Ov+TlFWjTzMr2m3{K7u?KTJ8Zkc)DGLOn7($1DjTaE9wlkeXBXr z=%R{nPem+$rl}%+PvybHS>kl}RPIZxCFPz<#A3X65Dl;lM(wF+Uj#IQ7W8ijz5*Mp zh~;^f{|L0IPX#9LrqJfY^mkL7j{zEr)JZjVS9UCq2XGf)3wKv8cPrL*SI$KT`yQ3U z-;_B=t$f>G2^=58(HZXIZB&F#1nt2JcZ$<8g5`5L9)r&L64@LucF1LYNPgO&`q6~S z;shi`P(9J=hTJA?zdIYF;Xw;8aB0?6OQlKo*QsE=C%;9HijF$ z94*$lL-w2X_Yr}*9~B6p(T|sP(~s`otnb(l$FA%LfoiLIaC&F<^G1#M7@s&>jCsND zv2hapRA-CPy>y?#@9u>mYw|lUcN<)S_{4qZWiTUUwxLoSZ(TpuxUpDomDIaj2y{|9 zF5*<6Fm*^T9QiKS>x}-Hft)Gy+)|^VK-t-%`J2?5E}CXJLq6Y~Kv^u#x|h#)xXo#b zBZrZ9P6pbn6h``!fj;E6)=7z^InCe?Q9US5dos|cyPzt?J6)2hwC3k;x}YkB`H@tK zce*y4vrS6t$J{2tV0Dx`M=!n=M0KkdJywW(GSFJ7K};PXUhE=e=?7-RH&LqI?)nkv zNKl|T5vlZcgM|qSw3qXN%tpj(1EDGhcpWARhdsrIvX-uZDDd0A%jk~Z?&7=7uR3vv zJcrk@wl#v~GqxHpD35h-HMsChSPjuotkt-f7#?LcL^;E1TuOPvKh zq%cMmMZO-BU^hBSp3}}c5S4-5kl+oR>Qlh;26j zUx$gQ?Zy+-54IaGr8~A8d^aoY#zyJKOWz$Qf}eBXSDjAXZtE ze*`rN*5oo_O{NS+W@JswMr>;WAUmu~ZB4#Q{a|bIJ-TCS!gsUMnhZ(}JyL5-c38SP zH_nn!*(|NdsTz&(7G(KK%Yqoi49u>itTQ(QS?V^YS&!ie>(SE;1sV^~;>B?bdCvKVF~w#5K=9Tujx7)PidY%wZy#}@spnfa$gF*c^x?@oD-K+%l zMm4y%R>$y#lk|%UR{1O;y~1uQSgW-m{Q=^<4r!;Tf#?qzqL(?M|IlqtL-h0e?G}E< zZLXhg;ipi27jEH~x}YkBTPUeY>lS{q3#wAMg_5dhw~!Jub_+X7o}>QW3!?g9OM(Rj z2f|UN#6hdFB+FJMS`ztztUoXqnUN(i8?h}3Kak*TG+!??3K)}Oqf&0R zrd~az9SP;Hc6p=vJSgf|Zq{LypEq(`;;; z79nKeV}mgjYB!yLc`rnnX>z87tV(KD1w&YqIJbsz?$svA_-)YoXnI=xxwYg$e1z)c zL6oG{A>iKPxpU^20=$OHJ-<&Ko zS`W8ttzvTur+4y^nnbYPjTr0Eoh)`&nSa(K`c%$W%GF}1EASJ_LXmw_!2OPz$01?} zW&7Y-1hG=4eva}hOcgGj3jcI9&($j!+@Rjyi3&j7C5CFVAuAa<8fGK5qXCufFxGH1 z77DA2Bax#tA-+-m0qO+LS3gL1>}BxXtn@N2!ZFiFi;Y&YgK?&_^dyUA>07K;q%}v& z^%MEgS}nnwSfmItrm4YGLnVFD5VOpur+?`-r}+@qK+JDO4&AgZ33?ppSKInUWU=jD zL>Bf1wC4s}{>`PclS`1s@_ilE_su8xryeTv-ipGm!tFRrj$U{U_4GmEu2A|i5aB3Y z8;G(}v#YFP$r|<=pU|6%8UUVO}-LV&rX1W#xc5BygGB3Sx;V~xy zJH|iN%V?C8uze-JsCm7?r36bg=uKgUs=H5TUSDVyn>)30-^A&k4=HbIP^QB{0)PurIZ9GO={}oM&ZxUV5L)Fvd-}6h49@O zS?ANn2te|(d2@Tc490R^cH~0}^~huS(K=e*r8M&;rYQSq_P`S1a{*5cEx}RRgWd&Z ziuEegYv#LHdtu!gJCYT?(rpen@dbP&B23w9gmj;E7+mu7CoDt9L4R?2Mfdq(=E;B?J~ctL3f%!Yhf zN*IJe&$brV60@VMg(zoOi|Z+G%$zC%Yq8sHPO}zK-#k6#(AFMaQaRwZ*H3$K2deMF zUKF~ZDuum}RHd~SwJxYiVJ{?AY%h3F4LPLLI5~7Qd3P40qwG2DTnVE3ZZRZygBhG} zTMUswS&UbJhJ-nt{QBut2KzFy7-l23#puh|Pv1oS;4Pjv(;Zt3zMGX6<1*{r!9=5R zUbxev&o$&)b2DN+X*@z8eu+hB|`Y@Xb8u?T-GP}8t5lCM-_1&U@jMk8t~`N6qjA1vH0;7z zI)3h(PRc^qp5FxVUAG=?Q3JMR%AZcd4tm|MG8f(EG!t@PgzNVZO7sE3rwa%>gBIcY zxg1kqeiXDMfcZWF=EFuGGXk^Ohz({ivUf21)DH&pE9j2F%y+XA%$KR5jd-ohS@^T( za8}tYq3pbAqR?t1`Im|5I+C4|29ST%kh;u$!C!Kl(}4Uy1d!i^5`6%&oWt287J*}j zUkb+W1tkeEen7zZEk+MBg0b0%4P&secNqUE^@CyjF}h~Xb&dtY*P)^|CHizYIk~ZDL8_dYI-2}j zG(a)_N9tIx?GV9beNC&8niDi)0H6O2_}7^|-l zD+3rM7^{BAf^AJ0o?c?Xc2T{$Y(&R`?M`SuR>rTQ5UP3g6I1@e`iV`o!(Pk+sAT&v zvI{QnL~9YAO~N)-LM+%VsI2=~FqW8U$AT3E{WMtV6qsZ|R4kaRbJ!RGNZyRcg28qM zOWAnU*N6q%y1jEOnAro+`IX7Frfl z1|3_Npa~OPp^kFrv{M05-P&BXt{j5xQwW%?A*_icJmQ!Tun&NS1j9TgRBqK^UxH!o zB?QcD#GXz8xDEqTuk3!B`oXiv=je`Sk$jhCO2wM?CmaGcJ!>IiH=<@+eYO@dibNO$ zcQf#xh}lurLX z!|^>---Y2=a(cX;jN!hQ!f;5c(i)C4x}YkB;gD3Z;V?(nkW9*!u?^`cjgAWZ5{T-% z4UupTrg9t5gp( z-_1%Jk{lFfnGs_{A#^F!#$x2UU7sw86RM=_g}vPJATeFHB~D2Lw0X)NEGcAeP7b-v zY38IFG3~w=CHeqh+E9oXu?RoV;g^DO1C%7dxGG?L(CA@CFg6>pVGK6*4&#?nKN!YO z(jCK??`9>8)=b@aML4G4e1ki5(x{18iZRB z5dJhu^Z~*YlM^*)5jb`^rojAl(2@Y=mH_jg8-2_O%w{7tn8C>2!TclY2ZQ;)=#Ih6 zce4`A$uT(=mTebWVOhrWWa>iOZ7H8jz1g0C^co z^a04yg?6~;PJA@ zbu?2kIRzS^7`2r;Ca0WGS=_p4iWNwrHC8ku1wUaU>Oq%QO@TfFebZ}9&SP#1oz|{< ziOK2QA=|>`i9p>~rI;Lupkdd3x|?2fzc1af7mj8+2m-scYbqv(IT2VekAA9{9J)_1 zR*wi{b-%%-1Y_0jn4DiS8aC$-y~O1F2Gy&}Ms!ThI}@6ZL3|JAGrb+HMR+y|JJAU- zIlqU>x{t|WiJ5jx&Z9y~Xt2^LFe!OaF*&l%w-_S;$(!+*9N5m-n4E1_bdJd}dtixh zx92kjX4F=CUm?5 z0kq#n^`Q6%DPwZxpBe9u#IQWg)~ci`Ew5I0K~)OJMp7kWaxD8xX>kskV+#{BVS+2v zQSO{}{u)GeYjfGUhA}y|hOicd;Eu$^iai zOue6aElD8HBCn%6o<;Iqnkf})+MjSt&bDb;3$b+`6_e9vYauuBg+Xv*at;!+qpXD} zXL!o@Q{I@VRE+BC<@L&Y-R3lF@l=GhSbgXUMC0&(&)=Bau`zdL50N=X+~)gfJ|<9o z7v|$c7gVK)%#l>3H6KrRK~)O#A*o{X5jDn!lv3t6DUDH6X{Xj5CDUo=E)dmsdm^D7 zOzSv4N4F;;gIbmR70{4iPo5I?Zoh;2^*ZHIxW?aA*_KiHo9Z@Oc9!gsUM zo+QWTSSH2TTnOEZ#C^g(SrsR0MA;5|7V-&Vx^7pTk_Ko$Wk_A-6Oli2o6}6o$%rZV zAEQJc08E<;5hE7i6FU4-F#a+qNr3T50ppJvJ&$tCi{0il*!mH$Jq0ED z09%UBu|_EZvId_NT+asu32^lVTo)KU%LuM!BQ{*YzTV+FO#NWEZl*hiE8opZxORxo zu`p}I=Rg|N4)ILbT{mPT4!wJb@4Df2iy9EV)sVc*E$>Zka~g!7jezjADA5N9Q+!U; zphe)=<(LBV1E3`V%+CriUvKm=BQTqd*kA@Ddk1rc`oUnHq&o&P-_1%eC&%YlShihg zh2^C9oIcrLCu&5Y)waV=5z}=fJ0%Suzub_z%z^w;w>b^SuZjTjV<^!FAWIk89@YsZ z+)lQ;jo^fs+NT+x^PZr~zZZ0w@6vR6M&om~@0dn>&h{Ny$LF90sd8p2KIb_apqME{ z>iC>5Bvcl&LY-#Ik7$h*%}Bvd*p&K&ORJ_pUju#9YkbZ(+!i{mVD}QA)44;oh5Hl{ zs9QLS&w&UUcI}7V^rHJc>W;l|G}A{xV7GQn#pf_5f`wdElkja39e8_xpUgt2co*Qxolm-_#9h9SQAOO zBQfzgzW^E%4D;)S${jJ-mtdHCiO(?`v8Pi2uEW68`>F4ue()^v-E_yZNWM!mrD9F{ z6OPZBp0yBL=TY%FeYO^I6JHnvH$La1#Ox?*A<7w^^2ZEO%iLQ0vD=(xE#4AgEzUWF zn4I9hD>vr0Y{vgv@P99#Q~N8Ij(*ya&!PG*?8rZNK~)MnBB@GiN50nuRVnOAlG z;$RzcOQkZlFdb#pQIH=5QGK^C670c5k0W+;3nMb9b;{GuNwhF;5f<)&)khsy`C)he+UkaW!bRQw6 z>(F&d8t{G8kh;u$!{csq8hn2(0=`X@=mUIdcQ9haA|UMWOTqYAP?7-SUlTBH8$HYj z#%3cnjKRjk_^u<_ zEowmdy@upv4&~oV#mU=ZIcz2lOlHdWs~i;6k2U0|2r{VN3s)v zVgUKOhSX&a1gdx?>pgU2iasAuKX*LF&vfV#nNIw!4jRg_zo>8L_iI=<;CDWxh+( z|814oR_R+%z{l!BMg@R7uZ=S6q{Ml)vB z{=#Oh-54!S3EFqhpEKvNsX^~r{M|dpyN>^~r5Kh8?$_hdh<5{DchQ5Jal7G(DJpd< zKW*dbh<6*`@8#=0zTVE)5nR1H=yE46d*^z0i9h@CXT&?e*Sq<84<*d=Mo`_}1>U{% zYk~IyPCCff`*3~6yAA23ns+~bc!%in09_uW%L{{NdAfUuE(N+ArptaRc&|5#`;pSX zh&P5C;Bq$}d)LsVNGaYpUnlrl;%k|&9$$~}wSuc);3WU9((f8w?m$J)cy-*Os}JMP z?JL)NH{;=mcO$iN6I~jVvq_g*Ib{z$yoD|;D!91x#7VDB$w%pO013}{cT)0QbUB8H zC%wJ6J?R~%{Bym1{Nq|my^b!|^Y0sQea5?;?n^h1Kv$eV?h)@1Tp{C+;?HAK-iyVb zmxw=4i9b*CpF!^l0_cnBa@A5?cF<+(a$JV#a)J_$;?nj`Y6VVm=98T9BxgF=_MQe6 zBr;qXLy5rQtwA{{Oq0lg;gELXWimgN1F@9Zg0Cgl3(8I4ed-x0yQ@*Lt+?h#0U2!J zZv70A!`<3Vy`*k=?49hVuD*aSZ>7sS=(27FE*H|}RdjhRT^6mxWhq@ArOOj^c`sf5 zkS;^3aM?ze=jig6bh&mlE;rHTkLdEJbh(l~#lD*^@1)Cb(}g}G@A22?>1)&;f5e(T zXY27-aOnep9)CBGK1<~B*No`n5*~k(f=;RT_;7nV_}b(1vg!O>kB{A@1310abfF{5 zJU;1+4pQ;>{1tiy-s3mt>0MfnU%{o<^E`g5kKXd}_~jsaO~B)~3n;MC<9JL8_wYDM zgtp~8-p!-+evh{aXz9@76-Qcm@OZ(3rY;`Oc*xMQo6+`smMiaB@#mHJ17Ucz`12a^ z=e6R`>%^Zoh(B+_AK>E6^kR9pkP@~zJ@}5G)dtrn6A4B*_jD){Z*zl{QvkopPtG!9M?06Ct@)6O?z?t->KW0mA zZdXTJo^*l`jkyu5;8*}wSqcEADXq3lL>kYNZdb?F@a!q^gZ072XBIiC@%uN;x)m))E zmTR_fEi}e*W5uIo(adSChoZLre=;>tyPP%^FfP4fu#PY$;;5T{#Q)Gpf?ZS z8tqYt{KccS%CYiTt2DKDK+4hF;1j0bfy`o<``pg`aqXNL)1N_aU2Mt)F)7}ZrO=0W z)=%uj=UaC^B&9RAOX;K``DFJ)59A&gJoo^l_JIv*U<1jl@Y;pZ1{A&_8pYkq2Wyx{(&v5dwLZdo$ z(z_iD(#`E1_&wrr)Pn|nIJFRjZ!XcC#n7OSqq3A5)VqSZ8>u@LcVk9uwGwG6^;6gy`e6HR=nqbyowhumaAyF+*SfO2V*p z!Q$-o^)K~n^k<2_J{ah0eafOKZT)ew=EjWX0X3ybQs6`Bnhd1VR^=Zj+0j+`Qk_;) zJ$y2~ob{m3KbBfZ67>1!QCYA0{ItLqHdr)cO8t+SAwsEN7_HRx`LH>5R5%mW{xzyt zSM48WGP}?_p=$qt=;^do`xQOT{8?ppTZy5Hf1JSPE?5$%V((vq#Va`{`C-4<+y@=n zMHOcRZnIe8NK=JBA4?|9DJ-LUucUR_9|g;9|HjKDag6>d+AJij`j)O1j{MgXYx!w3 ziN$bZ1Jc?4|8_u9#7bZ|m{`KIJMJ$T57tnv9UL>sAV6?JZM{aU=31+t(_hkEal45A zxIyg-8`i=}HPEo@ym+M(H%L+JmE#;P%3tYLtaWg87R&2rAfUrPPpzwNa06o|>IjT+ z*Gr;S+Y`yBW!>q2GGm#dh*x@*nU4*UnW%^Bovihi1V+uY7kQV%omS?1Ia%e9+nhF_ zYrzsLNX8Eq?F@Mgo*HsE>DJ!4Gu?q@H}>b#=!Ju~&q|(qP^EeMlj*zey%23A=}GS{WDu(Iaa5mf+0s#!dxOee#FcqY?*q=by$_Q_@9#5v|AuUP z|Jwfd-ZlqG3zs1)y|;pih#FvXcvHa8j)Lg4b}xFQtj?e}NkMGY_@K96oriQ@_IMla zRLoY5n9eaeFbpBLq~DYlz_n|f;C^1t2Mv-I0KcgFVH&W<0`a7b-`X1Q5NWptdIxP0vC*og+; zPCH+>oYNA5G)~_tRG&_Dg`SF3VxiNwj4N}Tz5zDCyh#zupr|~|96iBc%%*G^v!VZt zaXhr7c%*O9qRO}F673Im6mX}te*yw~^#|t?(?frdeg^)a(v6A!;CaG!e$CJZDf~e{ z>)jYbm1W(SA<+A~5a@&zmMG69C%Auy(Na42JD!U(#LY+joPFPm)D}@2gcA=qkOm>@#@6?gbo?#{E;!X(=zFiIFL?d zl*@XlkfQG!Eu~ZGj>~F_r0uf8HE>Xs)@5CjQ!eXTx?`7>?|OGxZQ6pDg0xq8jftho zFwJ*;lQ*2PA8QjZ=zR*C?CM=#yp$C4t}jv&-}U8H#z0Znqtf-ezPxVx|K9cO{#{>Y z;Q#D*eJ>%9UPzZKXklU-UDnahvvCRE@TF`gIm<~-*52*q!VDb(!?fS+rOe7&M`}ht z_TAoaKSI9SYXTSZ8}7z)L=JVszzA-h;(zr!!US8{E(T7Xm~Y1 z?t7lk@3Kl&qx0(L`v`e@wEJ?C8Z&z6{VsMpDTN;5-T#0^A&s&LPMKEf%r9J%So)N99~7}iL8Zb<*83*r@97t$Zb(O>3PtaWN7JdImzm%+L+SYOg_2a{r7N&pBm~4}sR*tCt#eR{U z#ygZ$gg)x1=y@N`I|;Rx+$ko5YHKYmDLbvDHImqVtk(Jnm||)ztx8kO|AexpTQu%r zdEvvUWhOyuJ%`HrthIDD&8*gXKXayMtwq(u4QCfP3#X`Gp^9~_^?#V)p0w6`MW3gu zwfybfIIICkcm<)mDvWv1_Yzp#1v>&3XEWzeR`K8aHC$atQ5M?z&cMgB<|DSow34H= zHYP1e?&OtSHxhIyASH8iz>oh zF0rVZri%Dou3Hlw_37?%-IQ2M%3ZFA4HEB0ngx*zM(uL-;q<8Foi5rGn*L6gb3T-z zbe&Yguz#7bmd^E#42P6TD%|z@Teo6u*XtZ~Fq^Xp)@v)X(J%P1w~b?@5>|Ah0_Gw* z6s&)zI7{kwojz?(AlMR6I|9Lmz((yoG5h-f%J#Z10WLQu6)K}p>~^9d5(_R$EfT%F z4mj6sP7{=M5ET1VDr1krkaZ))=+qjwm0!tTq0r)pKJ zT+Z8Yk(qb~Vx$;M-H@KCY2FdM1l6aTs5_wy;SmTIaAnRrf{WyyNi1KS49t_@slkuy zvgOCsGr$jgbkf*{kL62jM&^%`YVhg4Z25H04De}L`0g%rax9l(vN4aWG=oDAXUn0< z8Q_q9K8RA%_Up+}d6+kPg29-R*)ry3{bx)Xw>i{bF|VC=v@1?)KY|~og0ZG~*c@+t z>xa#qMoj0|PC1Ews@G1J>F!L#Tc<%7{%cN|Gj|UC+q+J@IQV13L4=u)J$WwmCT@6o zm)VGTbuA!iFPsa9Uuj<`d=K%4&%pRSy5koL`L6Q|h5Q-|?=`b;X}r*qm3OS|0H*Se zwQ`Z)HjD6%LoY7fX{!gdw#)_S`1l4x8_UBo_*|puotR#@tS=P82m?`epsd|dhslRnw$CPm#-x*K;PR4e`EZMxlW5}j5|M@3 zqCGdbGMOz`%Khg`jK3PWCfji~(b4cat$h^Mpx4>Nm&p2svkCec%qBFKWH4zqvG;s2 ziTD`R6}VpslZZj*OPOEjCfZ6nHX76ZojG-W&7MNLN$=m{yqVf)k>0v3P9T=QS!>|P z=q4ie>D2?Ad|hm|HfR{#X`g)^9DuWvzZyGHYz)xr)s5C5PROx7N3$V!_0{^T3(ZoY zUOcq^8AVfj)uP+cn_pH$pgl_5-^xT7pXD2 z^&vjfoJOCe;E<33&HW7A*P&`_V@~sHhpPEU@Cg)s|Gba&8m#*TqeDHPtPsVz_0gxzIWxK3*yMTwq0UusqJeDPCxzN>6q znCSgpCcR&y7YW|42_7kJRfWp=;ppepW+$hFt*k~yoK3wm|7<}9Nfnjk( zIPKQPtwb(+Key2xdp~?PYrP*4uc%&-j{G`_ivCH8xSXcn6BvyY;Xmi-p`CVkWd`2P zs3CIG((}D|J9)P`O|Nc_@OI3YU_(8aNd{&gcH0R?BZF|B&fT*8oMk-DD&$(3YS+nG z!1+|VW6G^$Hs?@aC#kr?NSw#HGRLJ^D5BG2Sz)I$FVsVW z8E?s!8E@!6Gh$SAcfL(WVRc%&A3f^Tw`mg7L*IseD&Jv@|=;$RREV9YA55H=MK(5x3miyP^%!Mci zIF|3$GY8i1-k94pR&0*uo8^f-*RnGgWXY}Hy*pT@8x-NS3%H#5w!~Krkv0vnx5Xl1 zZZ1%Rtmg3B&~V>Os4T|(c~_&2#1D>cMg{>tqBU0hJ18Zo?k^20`-)4e<`Qg$OK^+T zdpqF5a0={1gDFmW<1${X2iI=9qfHfpmIn1;k5QQ@DqBSgsdT^hm#Qc zDJLNw-Amsj{2X=|3cOW#K7VI8D+w#APCUWE-3V`<>EmPZO`B2roJ|$M2>Ms63pneW z4jokIe20e#HivLFcrkY&r(BquEVfFuG4XY59272&{zjEYi})lDzH!Z;z^2c2(@mvT ztCRmciM?&qjcOW2;00gRX)_gkoT2zGPX)&wZWPUPMtnMZ<3OQ0mJ?QB>*X#w>>u>6kn6i4H|P)>-_Uvp(VcjRK(=<;-s8IvcAX|ce76>_fjkY zFH&tN|HPUkcpoR;>2V)H31cunX|UKNCw8*a{fyvaZgbi^ZdZio`w^7rR-?1N_8JRu zw8H7;v?v&&P|^GLw8{@S_Vkq3MkU^tKud!9-zB8>Pmn9bM}qqAW!=eagvZTfq+=S5 zb*CkPFvovV{#(=!UU>R8-SNT`-=$f2VsW2|mr{lS2n5EZ!0<(#FpTQ5gz!Q^abU1) z1TR?+uImU^1q=Y6O1aW$<6hoLUgS2X$=x*(0G@{ueE{%jE`Vu#lJKkerQmxWC`o|t zH3Gi#jUHwMU$YS#zF=eT@ExLlFnovUj^WF9vl71BwZ+#I7*4d}{LHha#NMC~zeSq}Y7NqszO2W0lIR)-RpeX^|*9&l8 zXY@5AaGQJq2bP=ugss z=s8y3lQc_HK#aNc~_yzlrV`(0n&50sXv68Z&%;B9beOEFnA()hm43*!>;iw2ocM zY=HKE8`70IXn)IXP6O@T5ukksO7sD=t1QqG(-KTC@kzn-PeDNfOz##j{Y|518Nt+S z#D*!@*E>wVK>c8tev$4NrhGRmVLDvRms_bk=HxwQQC*gBT_~GSu(TojE#kTkSyjM* z?RN}m%N(}fbeq#)`+^AAehnr109$*HSurmGx{6;4z6&=b!uJINzF#+bm=S!zFb;;@JTh}gO$BQ z`2h8UE%DuS$57_GSqbGGG^RKltvGffEuxcml&yNR1ojHMErnql-$!UbbbLD{4VX_F z5}CQRF1yWXFn=%t=3^+)2bkMC$__gd(C%BJ4IA+63VL4B&;j)JZY>wlm@&|z(qGJyS6 zLjp4g_E+5IG+>WL0Q+xHq7T5fcb5$|CP3TZoC5a`KvM#^M+Lb5&gg4K;5Hkv!3~D? z4(@@=6u3{NI|eu3%}Q`@4GwJS+a^^|W0t^P61JkCYs30NV!sY+t&9Qciz(yG&A4-J za~i0}BS3u)O7sELwzbw+m;h;wYYNcM2R#XZ9v6UKXY?~8K%0%&fCe*r2lO852V3h~ z=#Bx+ce4`E8*e{wQwk`X2mV+uQx2i7EJ1t<)vq9G!#7XN*5S*!4d50G3Cr9XKj=26 z0k<3h+=D352jH%@mdcoI36Nz@DX_LcLjqXK0<8BNeai@}W+OIO!NA_Z`V{qp!TK_~ zW3ckwtOVK);a&LxpaT87L0baoD+2VdHTs+p=*>oK(1WqPgZ_im z4+i~*=#D|pce4`om-7hYlOgR&3!e;0+PX60IyWTc9MUVz67EZlh7_J{tbc*VLC3mT z%mDgd8B&-z&_Cxkrvbed0rWpdi9P`R9LtKEj7&he$vXw{e+5+u5U&Y{f7a-2Mi4g} zu^|qY_73qMQ$HBu|4nxcalV_C5Z`(jZ@uT~WSkWEPF@2KYRnScOTtzZdTnH%{yYoW zS{Vb@XHv$Qn^muMo6}(3h=BD9l;{Jj?OCs{0jwkq$YJGLr(H!H2m<(LGv3XN9U;Hc!8pk8T~mSw5YP^@kF zC=G;eTg-9>raxwgVdmE5kKN`p>+(p1b(y2p;jj17plo%(4F={I9%%!8`Iqh5lqWWNA&b4MP7K#&0 zjD=feV}1&BCCpzQ7dB>x!P1OujM<27V*qD|si|$u>!}|+e|ZDlv5n!oS!rW77m8`E zOY-4ivc4?s$|BW9tVQ`P;=FEAf+7Zrf5#BH%;zfaa+}j^$y5EdB_DB{>!&UGAgb@e zmVBlQs#4ezNmW`~@}(}QN?}VRRnfMD5;L|X9VO3Ed%q5%`d~}!bL#@+CRmXGtIB@- zH)u()A5RJU@eYHH8QBlB5!-$M!VV)-+m98Sl>JyqcWgiSZg$!ayf2b+lQh|W$oew1 zAF7R5`>~!lZ`co2#IPS5DBH}ZASwg zuu*kqsc%k?YA^(*6H@B0jVfSjqv$M#a(ciJ+svKYgKl%0a{9TMP);35a4>WLME5~C zU1TYz=sjf?=Q9a}-L6iNQ&}8=*W0a95GaIor83e%@g>;(ir>PUH$$YwF zO~!Y#Qj-l8kJoFB*7S8(@`0+Nwk);PVnwi0IIezLD5)^!*y^F7gMP&jxXg9XFS^ZX zI_PyXp@TY-;7I=)L3AHEX_n7YCs?!m1>Lb`;k#L>SvFQ`g|X@Dl?xJmBC0D(t#T?8J60ZT<%1cCt61hU z8HQRBj|`>quZFB;u2jC}Hm50-H%2Ix1>8@iKfQgJJ#Bbm>anRoZxVAT-%8$}oXl%R zvWUTk`NNRWbemw_3(;2Mi!FBrGrc*eKH|+kfvD;2W9$to`w@89ZDrnDQO!xIg2I_- z$6;}l!9ReAJ}BBXmNzD3HbKn_5mrjp*3%4(MCa{|LdAa7ki(2rtl5aIVj=7fSJSE3 z%SmWi#a=;otYZ1DHx(O0Riv0oNje(5s`Pi4I6%?>zO_@I7mPx)HsfdBHw0b2G3YYi zrRnnDUI-eEugu$B_E${S#@dzQrqNopRjjs}Q%cq)7gUCvmf;o9M~Iqzmj4LGl&+L> zg&T+Xi=rvKqU&eN3(?p&Bf-Q!|kjX-=1-@S9Z>-bMw%0`)%x~|8g5$^`R?xF`b<5ueNTlr}lPe;7l_6_wn_1 zzK-DP-9eW-aoIc9yG#7pk3S>c0lwbN*Lx^oo;QN(_Ac=5rC$rY7jV)+zTSuHGu~}T zFV(#J@xwbrmj~$bAYEPJFLv$(7~zfcH^;k4PATVRP>Bj$1S@0F#g=Wa=mvm9*%f7QX4n@ zf9!pCfLvE~x7DSUZMpaIYzJ#4uU5sCwIyR&61HW@!VRP1-Pzq)?L6JM1VTv&?SoLibMC$G-Ft4Eci+5OZTR9p#-n|2 z&OP_sQ-0@`bMd2&Z#MAbdiLb8_{Zz;qlrIUI{x&-@iaa@fFHNOgZtxM`1o=7aS;A^ zINlCl565@o`}5)(**_kGPp`p`&FtUT!sq?*4*Wj84X)3M55e0z<9px}wEfBOzk6rm zr||zhjsNdi{D1ec|MkYVp{d@CA1lv;k3YhXub~Y-f*(8Z!42>+9UoSHaG1S(n7w$I zy#!(FKHvfsjS;&IRS(T1J`sMWfC3l}v0(XZ@jm_zn8lYhL#8IvT2yI(<tAKz9P-Av(6^{(X?4%KH?T*=waNL*|v;BOy#Uf@qGjNeCW@~FW z%grapaY`v>Gf|k>#Vj90F{0|2CMf`s+=Kp&s|KFeT|Gk3$ z?^WSuyx z#W8$X_3w#}2fgtD`lPjpd-z0gIZ)+)BS7_j)F{TlGw>UUVvbc3U*JZs%k}x$CgIkl zYxh^00#bhBTY!yNU0CVaJ|)(YT9r|!}TVUaQqVd8yL!Ifg>IWs$3r_je^qwZ(>r<7-B(%%WJqr7ki zeW6mFnr^BMUqGL0H_0o6BI}D>?U{13ew;<$s+OC~I21aXAlQYt%44lV;u37-g>z{O zQ?*8Os$Lr@H`HEfy@m@rE7ko95sgjcacrV?FnyyOe~u4a{1McekKxBd`0+{n_%wbz zj30lGAD_dI&*R5G;>VZp;}QJ$DtwgV&jTfJr(b~o?Tr5sJ`cxVWS?JRpI?SgaI=rF ze|!Z#_a(FIABKPM@G4cehwIk6fwCKuegl5!O}+mbDYHdZuc26O18wy*q>*c2L3`#w z+ZJz1%~Q`fdgC`hkCQN<1AP%4ya1oY0~#5WCUXOPHZuPM@bd$FCcr;zfd3Qp1wX=% z@8idJ;X{IXe0Z2WPyjr8nHdSHeP#fUFKafbp#>*^mmWp{cxs{$Fp=#T-NlgwmT1So z%{l173ILWzGgQ>i!y-j3^bx@=k6H( zC#s+``Kt|kT6&y9z!2PQR)Ol{Sbfh+Murk^lpV{6c#551caxsmpAqbd~DX`o&*24ed=vq&Hqo ziMM*Q(nv_e>nMfz0n~AIEBq4CEo%-Sx&-LR+o*Q-@|+i>D5)fv!5{z=ibJ z!s~pL?`NYNV$ZF`_3{|x@iQ#Ow3e}dP2xV$_$5HBwFLgqJTz6FX)QoLTFc?zuzEdF z8L2d9?q`n=mg?0Rn3Y4OX%vZXg1_yIcj1$hY-5yQ|5exnj4NF+T}Vfmt9TZZ4%>7( zegpB2_{0_AbZ}0m-6`S_1M(sa*Vvu-K_tvPq2S@^jE9gB5;WO-H|xezcsH`zi*!HP zQ+l-@tj+fp#dZ#9o`uT6xOh@tE>2BJa6cHrMQb7W)y51=VZ|@NA^lAndP-h)z6)*o z($evbyi@zURBWXZja|e)Nm;T)!+0+=z;w`>;Fctk(7<%7hdlEnxE55SVSwz@YD=yK zN72x6P5M`2wm-+7bpx3G#3ZbA=r{@ zB$Rr<&Nd(x2zKJPpqEe}&S?bVs8SN4qbQhTH|7N9T*BmHgE{!bH9jFBQH2K#=G=jV zRhYA$@endLf~JHy{k$8q3UkJbVmpU4CCs@fFBcN#aBmgDg&XD^?`0<|%sIwOB@pIV z;$wU?G~k3eOW0N-KovU1Q6A(5IEV+b1Ds{srmG{(O0B9*-6(%2Am@$PuP~>YZISnN zCSe8SoYr-aV`;xbkaO|6tRUxh1UYb+WDD$@-Bzzn-dJfgdne#yurI10_Q40M*eg*f z!d<7)L0J8co^)6F&_HycG;wb<20w#m_@k&c#@>-5Iv1yaKEf=p`%^%ooo*tfT`9WJ z#!y2`+EYMG(Ox#pdk6O_1HD(-IjzqWU6HpbC!qQs+MPOcv_fN(f~p^wX4=IWr0+5% z2?^XDQ1x>l)+wkui-0O!QUwDmy8}sp)wh{!_@U(!Om9Jl4PSP-?U1-^V67z^M4U_5 z`sd&wGqBdzdC#(9t=3u?hg^PHja&J4ZK^BK# zbBwn{gI~!zyb=v^j~v2<8x8)gmz}I=@B>~dHqm+}y(~Z?P6yLA>9uSugVv4$rUYYlP>;O!=11sz7v!NT|RoeBpBT2Zp7(_5)V zd|6do2h4C;1FBrumlABtt(H!tu`@mknp4)5(s^=NilR?i>C%oEnBMq0?G3&+U#$H0 zr=g#@JM9@6z9*YfP8oCr;okUGXgt0RKFU_0Z&=D>@qIRdez)12GN|XnplSs>;(PEH zDp*NnLHhB4Nw|GK%E;GP_I^Aepdb1TOpCUaCK?@F!Ssso4#ojxj9v=lLHeOrFg=)q ztALVEf~(MyPw&aWRk*D9u4q22L>G~37eEM!frcH)JDA$qkQXSfK$!%Ndf6NlOfTs1%sp@1#h7-6!dfp*aP&ph(qwt#%9Tnotb5T7 zd#<{mS-!hD5UpgLS-Gh%x@xrC7#VC-_7Ae%(F0NXO0;s*COA96qerhO_QZZiQ>EV! zwPYG22PV|{EW8-hA}~D&a6ZVZQ-!mIW9deIX?9!*#}|Tu7KJlT3zteKIHP^XG@Q{Q zi%JA=kSD~^Uzn#;`9VkfPU%I$jv;m>EkQrGz7XF_9>@Bzb^4TrJ^m*mjH|+h5prn# z3Lqbr3mf569$LSI5i^eOFA)wXkpvv=JD$X+) zmpPn+tNWl0-yV|q9(aMrcEQziHLm8bTuJ4He<0GD%E8x5oqV-UY)nsKU7o=PY@TdB zak_?kRFfhDOXpE`4VdIP`_)#T@)2_sL1=62Mr%I>XWl8o>&3B<2oL|6AUyo;L3kH( zE%-T!C?15@+a<)a8eQ37Qm>My?EMPVh|)bpkjS4y=6030`WY2#*_0Q0)HNWbr=>!S zf+_J^u^Bb*wG|3^n}-)?_MSfgz1eI|feXDb+B#nA@ZRC~n+>MG%+bG)r1w2Q9+(bI zdOw+itAM0ea21L>zm$Wk0Ng3K;?bYoCQY0;K6asA!&8MgSqWC#YM;^0>wu}e9x-OF z5Yyh)@up*tK9T~*qymsA2^0SuIPf^lUhXvCK!oRUnw_M@v=Kcm2IDov$A?Lz#miE^ z>CTN8T>?tLa^uDLjpfGdTS#uq{OfGw#;Xv^WegN&I|Bs+gtj!fpg2Jgrx_;BMnS7# z!U9Ln#dpFo(oSj_pJ_IyM2R()D4}4)@C$_3navd$Bl>`Rju^2i2Uh_xLU0utBW}#W zRX~goT(KBoziD&+@uM$dzVUt*+FB&UNObnMs?%IfOtuMlPZ9GZE{;ABd>N88lIph^!dOyvlVT&$xLn4Roi~}@GaFtKPPRzku=NiUY zE>y$v5p&GSwhcc=k zgYrMy29>I!=6D%5tWTGrJZZgNZcNpxqfj0yYS!4JWdAw_&iRAe#4#s!^M$2uwBjMQrhj|wA<`kNVjKg|IBJ|wOe38DLtYCH=#MVh5Anl z*yac=+e67f1|)yy>6{vei4vex+~(0I;RuFKEau-ldeCf6N^AR-5SjE;);QQgGFsy) zaa)JY*4iZ{og}vHJEw2%I8Gm7Il%hGq&$h6G!ZwW-S+jA50tA>g(GA9ON7vKvQ|e>3NRLC_pB#GH7Gil z86^hwH8K{NrWCEJ>j8|S^vxrrr7+)P07j}pI&gyUWEcVgPD_(BLGJa{pCY>qGX4y| zG04ci<-$%fc3L1~a-~F3cTV^#^hBm`;Qj`vZXxPLrkAQ>()G2B|UFKh?eoW>xbE^N&#C&oS7IJP38i&_;M16tsc~U1BDErqJS+ma0sBR zo12jx)=gG1gLRXgmc(wxEd9ZQDe>L-fg2cOw(k))?!;`r4=&KgY+V;8(qcCMhWH^y z*l}b__gSf$dp1AEDeh?K*BF^;oyDK8u@8YQbGHa1%?<-j-l|tMkla*# zK!*1Ya}?5sI~v~GOv3Rt{99T_xBGWEFk5;U3~C?T(Xfi%JfIEQ+6K%mA4+c!D2W>c z;s&r>D&i6V*>`aXz!*?=L&Shf0KAg6VX;Ck0kCMSHon;pjHlHQiO!~fB?^1LsaM4) z?6Xb6N{5aI*WBG2iI(&_WCN0fFM<6Kzq`9nq`j)qR;?*6JPH}@?Hu_<-8g;|yv6L%%Hs|k68*690 z9TZgjG*gX`C?;$FVCW##qaOicfwg~H4t%B7So|X^M$m@VEGykr$B-1_d5Fo6ZG_P3 zOXCw4D0ECqSQ7$cO67-0Sgl#}QN}~a7z&!Q@ZyJfH?kH3O6z8X?~Z3{iR?u7Z;E0& zhcsoWoe$>aLYCU$ZZCujcd4B>dfCZZYUj0HDz?ehoCxt-_0b)Px`- zJ8C*^7i`8X?Jqm(?3j-Uj=JJ`4aZ6NFbf~1xM&AuGFog_m_Zy zCFd!%;H~9HH?~^OzO`SiXDc@>FJP67R1-N+1`l#U}n1m zzcI6A-{z#*US1ukmB$)6O!uN}rpw58(|i~69ym>S6h}cd;p7LzjK_%fb={1I&E^y{ zzQAI}``{M^nDNQF8T0Y+nQ|hp#GDTSCmwUYfSdCm>0y`5nKq)EGl;Qsb3TmyVCMV) zeq-j$zRgKf!ixI0ULKi}#5szkz68*G>5~W^;-u!+942 z1-u-7QGh9*q?vMiOBT{f4Ef!_hsTgbMYdOx{&mTaX(PHJw>>nJrMS??u^-HkAHr|U zklD96X~>TrDNR&{>##5{t4B<*W%|KUu}-h&#Azi7*q_uGt?0XywAcI72C@ccsnua+ zCDx@a_3nl$5^w->q&5l1Aj^XjwMJv(t@UXrE>WGHoI12|8`e1Yl$KbQl1jrpn}SmQ zPF%r16W#5)EBKn(oD|yjRbV^%tmLCINhIm4Ib%6*ck;}bu2dc|8Nt7aZ2qswY`e+m zkcrBl0C|h=<5{qEZCK8$38y3{D*uBKGbSqMkIKwVue7Q@WBtcJ5CI(fXmA5znOlee zdVqYl1#rA!Nr^g`1rLr^-%VcQMGxpBBBTquE2Q(8kmAtN8kgkYDxmOz;L0d`fUb&4 zZXx>Yp}Vlee=5qm3n&J|4jjmT+F4mkys)OdV8&8ptGJVqmGr4jaZUj%aAQypy9OO<#ean@6%A^7_vF_}yx}s5; zoW_hZJpZ&GgVFQPgnqZv&oh&Tdf5a?Uv$qpu%N;H^~$Ix(_EVTirSU@Gtv5Qgll~# zwI04|HYZiWTEq|%1(@Ym`=0d6%qg`wI6bk_9<$uaHVyZ4lgT3U%O3;z!qTgMXT;3> z@}6~xn2hv#zVeLcm+%Lo6vqs7HNRX2hc-!f<$e zYqXM67Y>Np)?$s;z6dH=07N}iLzdF5c@}S_mrDSuwsEyTA>+rVq5#~Ni6`*jQv*Mh z5evcL{bqSTPK9!qgykwK)k?EcngB2gwczkBdhqJ7DTpJ`sT%wOU>Ec8eHun>K(!4( zw<_9A)tjmBEVW6jV@D3_2!yPn#Mup`r7-_tpe8!7I%?{?#Mvk^%TQApzcJLrzRg+G zbXlV`IW>_3Gi6&%=hVB6m{y8TFw8K>|AEjU{n{2iEf$QDwYubwMDw3Q^f6Pu&-%3EhaDhYT>EJsJ*`g1qp`e=8B@wdeb z!@xkE3|{J+197#rbfdLt=urWPOW$FWxIz!!N<3qNwhYiFf=Y5M)V7KH(R^0qAQ|-# ztaaTjtQ9hehtqp}YLEBA#9dei7v}`!+@Ut_R~%Vl>OUm?%oI1Q$lWu~Br3aokF*r# z6%E8hhetmn^jw3oa6;&YiaSBT?(Kan!=rq&tB_r<=_waOi3a9GVXqU($_d!;$%W zXL{rNSizN`^LSg~{!Q+%+Ol9+#7V$(7yNWGMm|3+-f{V9{@9-rU(LIH3X#0ePiL31 z;caLmy0?MhHDnv+ZEnO)u>5QXeq-K-eaq!-r15oUM*EV9T4^-g&#cO{n+j=n)5|Pp z%(GiXQv);|%|gaTVxP>-@IMhJGe&eTQ|#=-$qbv#DNbgy#mUgSO^wV!d#pob?J<*r z?efznn|!4zXzbY(P&8lz!reeV3@u1ZYvfSP4v0Aba@%1soWnj~q5#KxqBbSTb=Ko{ zxe6yvSI5`PFf1i{K`>{=Yx%@(0o`vu`0?z7!7yl5=o6Q?27*wH?cAxJ%Y1 zZ{V~uR?KS5cuU6mYkxpt44sAE_!c=Dk`?ICfR&p6t8s@8}hQm4hB+usrcgD zRcx89{ZAF!{8en30ROP7*glNL`zic*1|D61Dt>H0t6Ym8AHxS9h7Vc07JqPfqc}Yh_FkRconuiHBVI8(8HOiBVs@|ucdEr~gBvag#%vuCC#qsLzlEt#%rYp9 z%`t}bBU{rJ{R>FpLdXb3V35K@K-1^5))jo&$HGh z>mdCW$x*_s?VZ$fR4SCtN|oCSyj5;t%@+!$&a}?=)w&fg*-9u`#FN79fFf9Fkx-K5 zq<` zT+{qTM;*25=`%QQH3?oSPw~Ij(vjN4!OCcJd}jM@k*duDvOLWY?R2wl=p|`!PbPR* zxlm@X{p=NQtq`tu6gF7e-I>JWYLD!A|7T3#T zqqUJ47Rg9i&?f@1(6XT3;G`A@6?Z^$)RL^pJ6UD-sw{V%YkWC0(5?EQ7F47miR|@3SL~>bPEWYX zgBni>RQfFTk%HIMfO8m|M8yxAgq02+2NAhDv;BQMH1>`_3emvpuso>*lm^YOcya? z#)_L-B25>8`ix1yD3P|ky8?LZEC^sR_sEHs7`r(2=S&dEABl;NbXORI#S0?@>q#H$ zSaob`sYYwx2j84b*JiAZ`V4gEYHieWQRr-ikv+nHCbd!VyT}mawmLbNa{^E5e@FrZ z!~=J2RQ(L-rJGBQa$_J$lWaQ>p^KtJiKg}P!{AE<5t>Hdhuw03ws!p?5N_J1x#?G6kLVM>K8e<3YQfJX)vZlBFM5UmKZVF<2oe* z5K@s@R$I+8+W8PLl{fZtU(1S4AH%Yi)G0_LkmNJ1)H1~`qxj@aURZD{ALow{p?P3I zC#9xoBg{WggEhoPwiIQljrS<%E#FmiA%0`KirBaITWr`ODl0Y3{3=;a?b6iFy0OvF zkm0~6G-Px$TFf6CO+1nrC^n+d)j)x76YIPh-*6y3hZpT+%jT74bBfBHWr-0Bcfzq; z*~3uJx65p>$S83mkk1h%?##heK$H+%h01Co2Uh`6LU6^R1RqtRiTK#1i4I3(jhUV} z(N_D6b}j>^3WyU+lQ<#jHz96MLj>An5*;3Z_C$EIC5>nC=x_xQRhOazZA6a_V5)|& zf}_LBu^(*D=_~LXiw^ADoQw{bRn(@S)KXWn3Z&f4IDtTfwc*Sv{v5|Z4HoH7h@Ji= zQNFHc74I^eQzFKB#Yc>fnGF^hF+K$3b3}~K=in+JVhFB6BgQv#a1{_S1Xr$zfseZ! zG1_XM;ROE-m?|J*$jpKpZ92!8hKNCDCq*3kZK=k`o$#`wl(B}=A)8p8j{$cE#1W{QT}S& zNPa-V#wvVk_7aUpnawF-!&W>$f?pJ1xJPrSm)sp<+HE48#B8sEc0Fb*isheA`qL$| zrH$xjTS&3|8?hh!WG8-OX1fEw%}KM}i1h~stF`*%V6Bc-HrpE{vETLfB^kxs`?VIj z2?1B=Z6#K#Tl6Rnh-%TsFNtZ7;p?+!+QVjZifKbhO=I3-AN-;K(>|G-wjo8+#tnHT z#(oGm@ff?PyE{mF*d=49jp)YSwlZm!*}ucs4`%ES;5TOM?Ax3)_Vqh%*&1r#k7{q= zK((7jy#VPa#;P0g>rm{fA+xuM@xFoRTG!LL*O<*I#@lBx-j~BK3NYSf+<2L^OoL@| zNsRQ}(4xmk`#6w(CFx0*jFdK_8!3pZb0Gb3><2T_hwvLSQub|58tG+eU2%881tq*j z>D@JssxHdAZ7!~{plPYO|9vj5AzIsYbN`yzoD|yjwO}>+{<$N0agE7r+nJw$x(z=8 z@)rLVvg9di-~9(8X6~o!?BbfofCC5vav>WEdw_hm1uzR2*K}7%=QAONUtE)etAOi8 z1Xud?BK(#bf-r0s*W}=>^UFmz%Z~V%ZRMz~xfOhIO%6E)_@BoEd2qO)S0Yt%a223g zf-7CKGGAPigS*aki!)uQZsjB9*bLh?>>90o3F1isD0_uSk+u73$a<&cnwsOapV=y% z$<2goIRJlzgliuF*LTkLPt$!AZMOq3AyCV6Kg?Ol_^)v)voS{!-KEG{s z$@d_$EC=~N_>JWt>|3rJL?X=Y-D0vOx%7@-ssmRO9Vj*7uA;!KZO)-}s^f>$ikxo|bNL)m;;v^a51Y+N@om4< zlC3Oa(nz{yp7Bxc%G8gyD36$5(XY|`uE|W1*~qtne3(}-Hr7aZ^bJPL%tp3&uF+JU zvHs78Kaj!yeRl=$>*59A@Pci?rXz;8RYs$=Pe6|fh~Z}^)7<PzpO^Ehz9u|)9PES^<`{Ay+i9^vu zrCKi4;qtWlBs^efYD@VV|F+Uk1m}|Q) zn2mP97%tf}xo3cE>fv;d4d}x`J?mA0yHP9*WbeUm3}mx!a~5P@DsO|zvM`s<^{;M^ zsuRlHhS9TeNnkTv-#gjEKV>$jpk!OwXw`s5P8MpQ11j7N<_fDI=RC*HJW zYXfk7y{@`~$xduuoiOgAm8OL2&oFXk&6ubMI~IG+22g7$C;+ zEh4+F;K(f;E`5Wv6y`q-xI~9shfAFoME@^jmcgZ8;Wq}C*tasw!@>6e(*-zqvD;ZFh{e4p zHxwl^K_Vg~nwnIdv>kT4o;!`BiFkdky@LyFXd}8afiW}$7`DK%89Tw8$+h^6ITQ9R zmorI`tb;2nN-!KKEj^?68ETU`sAs%gVOQGa$E96n-$J^~%HWZs-#SyR6{2jka&-d9 zx|0_&-mT!Tn+RnEbq0FlGx0PhFU6|gt+0meFEegf@YZeh-m}0?#Z%v=IGfz}EU@Ln z|G8%&|2+##fPdKcEDWO=58}tCuxQmo_^})R`FQw{w=3XlhuJHK*<cRU}!R# z?^VE;lUQYSZSH#&vY#H_pso&=BC0dhRy z7qf$bcw{JMCynrgLCg*&;CAJh?Q+H~6*1e1feSM+ThGC~DrV^z2H+Uu_L03;0sRR` zVKr2vD&k&+6UfY411`QvYd7#oblVFg8+kFxg*mwA<2T~_je{M;(Z|n&PVAeBpU?g$ z!kw%a`$Cg&Yjcj$_N-HD;mU&Y-LrCe!Wq`f6S!zwr`zsK;LmJm-6De&OLXa~gugPy zo;KOhc>cLbIDP~EZI-S|u(aR0rE`56Sbs&<8xr1!Hze$so@iEXEFCJ>ca`fS<*8=9 zR_*Dzy;QACOq8NYd`890{+)LSgYUFh`1K@_w-!5bLWOFJw3M` ztgT7+K*5WEtq#;Crkk)Miv5iI8h*xW4Bmp~jyzp6-K@ciXARa!@t@biuQzNVe@u2v z#J^lf%HO6NQsUn_9`qJ{(L#^#6!M~lFMt+-Pwe`I4x$~`g$}*(*-+2VcBKUD)^R*B zrnjz7i!<63MZ4gEIgWnYi{5JqsXVd0H8=i%u=M{^4ib;Bfwa{04#s@QDiz=!uxGM7OYUxyF4uh?rde@Z;bC z6g1`a5C6ftk=Zsc%jcz2D`D#$d5I7)_n|b316`?@XF+#X0qePDlJ#-Rp-%Gtiy!cz zFTi16lsZ!ui>)4-J@LBa)!C_}>ZCi}TTm%fr@M%?OTFxE;hNKdmwjCDV0*mmAP@`m zvhk_dT`ah}GiJqhPqTPcE+yd|X48%CVA5fEmgYwBiOaro=zVJ6@e`4-dW+5tjE9go zXt>eG@@`~yqy1rMHPv_KK0|*@+~%`9V$C6fRIIb$HlJS9IOR~EZn(|MQ-`PIB39?A zJomcL%koi7)k}A$e}>AUy3^$fC)BCFBV4aKaHQv9MI8{|vN5Hkd ziOI<3TJcF&T;Rt1lzS+=D+o<^0`5%4s>U^23K z8hqj!s~onGqK)`WkRm6?`VK;x48#CIT1oeSsDSG_T zd_S9I4OUyX%ziQJvTf7V5nPpPq^_9FYAAmv6Bh49+X{2D)(sazh|>#z90U39HVG@8 zItfk<6gs&E+=|a!F9S@A_Hq^3%XDOKswD7D(UQIC(Scs$7QS6Y^OSlNeIo03 zXzMDtJI&QGit&!x8ti;J$Tfe%)GY)xcracMu-+-gqXh^##&Zg;D^Snw%#uaeUvm3o z@#FmV4vUU0{@4{*^Z**PPJ0$Ajfw_;9z3o>mU0&CC%mUw(O~P^B3(0+Zy^*(WM3C< zT)xOI;rM59WYqy!11)u!W%B{Zp%)U@{wS{+NLFn+cCzBy&v~f?;#vzN ziqpZg;o4RK#=e=}_*5v()Y@R%@f7v4Tm;S>0y1ojR{A+U9AwdD z)l4h%rXSm8QA_k&*wJJH*H;ARb z!)!H`yF*mH@vXo}d>ed}tx?eEv0g5~`Vxa<2VOa7Ti=X>3i&cE^wg%+&+MGme43f2m)^n$g^(%3~s zr~IABZqYXID1lRPofod<%!gp!913TK?nES}!W~0iPTu2Mr#&O$J12+u0%|3n0puZG zg{od(4z2=JPjIEH9=Rfyi_UVt>OcKw#D$3>c@&PloV=$g9Dha>?v@0g?;=q&o<|wV$cf>(54;@kW4wC|y`<*6JhU{ncv!j@sz-M0qGt zBrz$pM7&S6>37?p2M(NXEaIKswyjuSja&Lyps%jRtcg^2U<}{*e)A^!FgKWJX9*YBcLZ zeNk{%G?dD3?A~f?5O-=Ovvh8N%A!(~a_Ie@_(M zQZ9?<*ydT{iV-T?EapS&z)Y1u?aQ$R9Ac1|AHseK=#4I*1R%2^3aw zak1y{8~y@JY{PR-J9z=#P$a=?MIvv|3Kt8mascZsrmD@?-EYONWS?=Fu_H<1w> zl%)48QI)-yW2}!)slLD56qUEf>b1$WAcuqF6{vSh36ynm9~SL=r2Oe^J0^ZM}!ntrm_#O!@B*juf- zU*lzk#!E`D&5U+jtj`)xeO4L1fs10z&yRX3?7)XE*kPcc<8+6W_Du&rPeHOO_+dlG zyc})+X`c3rhdobbqHxf)Mn(_pc>stN0eckDcmR*MZeAVC)vKa!J?%xA0tOYjZ_tfw zp?xVQ86o(mtkS~WaZ5BFRMkkT&cKI;=mQ1w|0;B{&^ zpYpWn@G2ebl>9jBzJsn+f*x=61t3<0w_-x^_^FlLYSp28w2FDqV`T=VRQf?9E@G7g zw9aw=p+4@emBIg*)zSZck)!|1f<|8vO_&ZGi{O>#6X;Gm7}youl+#SaIj+ZDr`a=e zUzokn)=$9q!rWH}Mtv-_R@ltTSwO4^qn45h8`YDoX&@D^&uR+-8^Y(jJ=kJIZ`*>6 zpUcFKtb5#Piog-8th4F3&`>k%Q7!+tIxhXBr`f-Io@C}Uib=uRto;Dp2qXRE@2kX9ru2q5_ z=rRVxitus^P$(V;w~9j-b?9#A(1lG|A#y2b&Wa9=PaO*KkfLjw*s#QVz)>o>R9a1> z*T}NY^vtWJ+Nh;F@qMUjsy2G5kcr#F_|vdhY}F<)%C^k(B0kE`W}*nuP$O78gG*D- zOwaZ@W|!1jXZe1X{)**7{#S`WU)z0w_Hlu}vM7OusC;WNpFEst&0CY0_HNK_eU4rX zy3l`3VO!T08Z6lmo#rA*P5%R);V~k?a%D0)RR}#4d>kpN#%I}a_6bj`4vXj@7JM{V zF+8#0AAnd9v4Bg(6Ab#fR^tFAlc!O;6@ctx8=~VLUnZF3YMp~-JK%fAd2rT1!mI8t zYUEndaG9E7F6~CHr;z0g&9B@M{g3q8E(Rrz%$$f+aJ^8xc%1uM z?%dVE95*H@bFa+$ofuWrAeA{;TTkU{x~Wy@P~Z|>Z+!dqFY8QqmcafaTR`+>fxbKRk+y)o-JK0^;0CkXiyYrkI=+^& z``L!KE$FlOg>A(^hYmDAw|c&d!fEwS)^#COYD=7aN@q$DYW4RNsTKEAtti0ixq!l~ zeqMj}q0NENZ8I1`OMk|oh$CO~p&1?Zhp-jD4_a-_TkT7>#oGVvd8gxV#RNXxZkKC& z=hc=u0KwK(_$UQQVE{&`#z4v--4;nN#p1i07Q!AeeM93Wo|#mqC#MeePt|Lqy~!>u zrh%)XjT`yaHGU3%Px6$-`+ag6Sj#u!hZNIa4SQ>qIX?1C2MX%%*zCpSIa#Bo@b{fL zm%xbgnIe75Bh2X4raNGD~aDN3&n@bTiKbDu~N8pE?EsI6Sy|Pf*M2HeA!?1M|>T#^I)H|^Ks6T0D##Wfa()YCDK|o=SrD-F{ zM4nc;Anv&V#H~*9$)Avf@MwH5^>x%eIRZx~7cMU~o0DU|{c?-1T>!txdlZGA9Kh2k zt+V}OB@e2!>;)ZKQhwq->#d7%;xD#$X-T&Nx{k|g; z)9f;Pw)3|y8n29wmSHEY*a$85ey6~Xd+NMYh@M! zDsd`Zi;5rPc+eYfrB7N5*==0J9v0#jBN~kcNXs4fQJx9790^;_1l*>vDfXa|gI(w$@3;_~!8bcQ8406SQWrch6>0&!qoeAXdcWP`d@-E4fkM z7|gpTvI?5l<)taXFzQ)hU|6tq3DA@QB5c4!rzIGswoNT8B*zeh4}fR4d0E}oAg(y5 ziwn`0rIFq-J2n2)`1vS^jZ5I;Pw*SN2cCUvefz?Z{<<H#zlmdjXs8mGiH?A-QkGQuw-Y|)_RvP4@!bPq(ho(tf`q@~#e%Wo$wcicw_mLEjI z8Nl)xd_hnv5QLRL+>3o5K-v!2tUl9Wv-*q~^@)~dsg-{;Ts|ED=np|_g#qZl17bx0 zXseJsP%>3c?0ZP?uAQ)E7{T zH2l3MwGxCSl%`%*w@tt?4(b6=dfts72nMC+<2MGS*|#|frLQ5I3-V1SUYZqDleW4E zuhTtG{LEkCCv}{CIu4MEv$fxmNO&f`JbQ@yRI@n+al=Zw5q(d9Ulf3Q&bQ(oI&|$P z6*WmFSg0R(6h>)VR^7?n=1HXQL0G6S{}5gx zGJUdhP#3443{kR@$zt22I1q~8!iBN#2*~qH<+u(UY_BHe;9x0077WwG*%H8+)o0Uw zl-Ra;BVVR1)lbm}%Ce>UY2gFX0WN-W@Su2>)E@w1Md0GLTdHs68g(~go=>Z+&_{}B zIlk!%vkq|PL##GeDtKxJ3sgj|>|P^;VYan4en0N&jbDHzCT#~I76Wkd`AiR-fs)vHHxhjpnoA{qMl$ABNV#0-ML?zXHUHu=#e| zXl~~w|EXZ!h2GmtR?z%-UYauZMLlz-c|K2K%Y6k~e-1RI&k7qb(P^3cQro7mDa4-$ z!ZP=zs9Lu*%gux0-m!q(_m~|Z2$uUEi{Du8%f8L++?Q>;pQYTFA2R9U_Te=1;w>e9 zP|tlIg#)Ald+m25D6hnqXD|1?z-&%}@$FBr7}z=Ri>~LsLZEGD|20V_x$gk*D2&pU z`#yoY&4~0pDEF=2n)}Quo_{YT)rAMSJq%2in&SgQdu|?t`x|c_+|U>8ofxe(;awb=yV2iMOI2W5p_dN3pMnb%~GNu=N<_DCq^xwKZR-T*fY>!5v zq_-$}4Uc%u>d~mwaOZi~bWA%LYH=sT0w7359FvY~8m8^VZs}(-c}J5rjJqJ3NZaab z`TQjDwFf+mI224pn4xDf>(HFVp?c;{JP`9~Kum#{1)Ry`0upZ1wrS~3uD3XRiS?|? ztZ~^@pdc#~+>QkcT}VKto+Cg)3&}D@+NOs+Bbq7o6s#K#g5Q0B-gj_#qBe4u=7V?a zkx|1IMHB-}Xyo9NDjV0|duJ75PGw(@^bpKV7EGI)A=jt3 zfp{C{9J@z|ttF$i5q5n=yc*K?)?zqBIb5#K>})N9OA^Wx@MUqecCcQWf=f_-j8~uh z1U|&Lz72yz-}^xx&2iBS37Hz48dxT^zo|D_?|OIiuE5zwA?jg8Z`J_iuv5ZusR7 z0Et=k%Yt>oFFy#3s2lR6vosy6+X>sjzuOTPLR)pj^L8F_M_lgI5zn!;jR-_a9G_)v z<9vK4G~>^GAK5w3T4C<44~Qx5F8AU6wrd;XTrbXG%x78Kz&Bk&Ey$4xo=yoCsNu*? zG@0!#z!a<-j%?P}Hg=mmPQivF#``9W<=V#Mk+6pDFfQsxgtH%-iIJjXg+qO&uW+c( z7=%_%hL9|@9xe+t3k@vZQG?bBv;QXpu_EkW5sfeoTmBhyComD*13}X^7b9qn=cOrE zJ5ciqTkQ~R-3m0N7YiFU(P_EbL9LxmyX0_*aV<^VFs%r(3p0)htXlTu1yS~}N#r5(SOc>7a$--sq zUz4RubtXO?h!uff+FjN4M6RRDf_e8K7eRATUYZiQpq@E{w9g!E`!obwKPE;IHed#F zp|(ve%z-U@Y)j-qJ*IAJ5F;Ga1CYy&Fg_f)?7(jfxv+0@61iLsVJaVJ$$Z=wTIeQT zS%CBtIHE(9Q5*sls<5|7#2Uj_LcLiT&rpuRhy7A`V-4a7>6y!6vpEH&G%bd+4}MVq zO0l20WWsB^>w-xw!6t`*9}hNZa@RLV`Wb{x)?Q=YsLd|8gGH5kZF>JWtgEo~73&$y z;9nDMcp71wdL9R6^?4o}emTGebT4UXHu1|0X}RM*O8oKyB%A@ioMJtb={}G7Mx^VQ zkx`%NSVn!uu*?eWJSJTWd3(5AI+&Mv5L&ZXdp=zAZXi|!t}z584Ba+6b2r!HHwX8_ zgK-4S*XN}vF%IgYGo1TO)`oEeTYn5RWvB=nJOkrU`=?guKp{T1CB~tiSGPxqFb?Vg z80UK^2sS(Oef-8S4*NDIG0wnPt$wgnAMIV09qCM#o8z@nC||oa>j6yBNH?KQPtuXQ zS0#wYC~(qRk}#5ZOy>F0zmjOTV3(@UR0kc=u9F#>-xK@MHSgJh+o0L6#zlcvL1g;^|dVwO_f+c(bhRWg1xJfO8T}bv?uYg`VCRZAeegA)&r%9 z=~ALu`%xZ;DA7SRww9f!W&=X+``qg(EM7WXoNIOtkc*0b67 zxj?K4JWr+L0rOAgK0zJTRjVR?FK=7@r(*XFz7bhG>5eB&5ZsOgi(Jr@X##o)CnC0v znjm3I69ii~0Zpm>VMstwR~B&zG0l`d3U@=O`_LZP24_vIHQFRVnFL=~sZ|?TE}vWC-9ypjG`t1-jz`9OG;-|x%1}aKqvKr1kPLvjOPqr|iY>AW zQF>ID|Jo;gZCNGsDj& z=FzIV?O^=$J^I{LI|nm@4wJ!5{SQBkNnrZ<_;TnfiNsQ&{^uNMt}y@8M@O~*|HB0o zHp=rtLW}Nl+Q!>-l$j?w%@voac5MzHRI619LD(IXev6;aB^3k@g^j&8*gc4j$Sb#K zj;y7VSh~oy>7+N{lAR?tm!Y<3Rm+&uzY;qfD|X0ax;%n}+o#L&5+NPe_1-ky#7v>d za_6WlCPzl2v3hM%&6cUEX8#$H!@*+Zz}D&5QQ;;K4)Z)hX=F};qRgLDFfN7|i2xm1 z&UGj|Ns!X^?zmp1tNV2Kzuh$>i!4dw_*Ig|GndXjfI z+b6U4G-t<@T{&keJnzBE!~~S7PAX2Y)Bi;$@pG70cQXI4L`Su$6y3S#V7g5if*&Dm z)xD%(+LFxw*u#h;n^FBsD470tW(y9&RzT-*Fuw+3ii0TtOt&pV(Bduzhc8LyH%A*g zH3Ptv$MNE)XkLH`*pz7TwSjE$`6IPNH>b z_@G+tQiM5~XsI@#CtALK=ZI>yt!zU2-wbvzq9fT8tsD%?9Wiu~S4XC>@4!J_?1)*+ zH-oruINXcF%eKSp!*6Um4Er`Gx5I3zR4dKFgJmoWl50y$<_iv$hO%ypk$Yh=yFLrH z%_{2~Y4X_{pGTjxj#1izg?|x>&D}A}mG_dj_#!5GLehZ);nv&9E}6R7oRrG;7lK&y zT{81!kK<=UeUy7=dgJ@x|8Pr?XMN4sbRu_%v}M6Cm`Px|fE^TErsC{ zL0x)%I#{~b2Rky9m>Wx0um2awEc5z*iQkylXWw#peQDz8_&&VQ?)U=CyS1cT1$`+u zX7+(QI2HV5YwJ`Uwyq48>LcToCR`B;7aHXX00UX~M4Ih&I}V&=HYuH>84gY`U#C&Q z_5v}Ehl$E&GLBAy!zaz=q~>gY*=z)dwk#NS^-*BDfZ(vwy4%k-f^B1jZCH~~u_|LT z{)q81?$JI@#w#RZtlEXfiZ#U89FJFma_N{X-@8HZQRT=`|oYSt~i$=hQ zH{2=BX=%4lPrJ>&g>?HaK8n zN+V_1%72>q*M9axYfxg$Qvu6vWKT?<$y(@Dt_|`0>v9d3MGkmQ0#Kx63mv6ic z{(zfRd7708E$f5Z0V zL7A8lGi0+6eWg<<^eK}D{}U0z1KkzFb7nydOGLDBO2T-72_yY0k;m)1E00&tf;^Tc zLDwk|^9?2u`DY@M_jOk!@16ybEKAXcQzn*Im{63z6RG?|cct=ovmlkF2@p$!(rb9u z#r&1z1wNge{E^7x``wktcbGilCml~Fk6P{SUjJnduI__2yvHH$ffqPl5L`W1=W0C_ z*u3?0MRxJ6ZV>4}HStTGT(wSYOixYK>W~dgmg>zXPS=_+GnSleNDfCwa^@ivNk|)44fh6mXFBOdt=KHB_J0_#=_pn{x2ixt?*hyR2v0q*fvfQ_p(jo5@RDV(J4TwGZZyT7a&- zFQ2Y`CI?pmx+b{Nb&XeMCl+ccVgHpJymhW;oaI9GEFUpPVU4yEN=9p|0D9+L8H3$0 zb)1yD6XAQh;>G^?oSAq!c_h}wZ8b1n%>nvF1pj;1sCtcU4bkROqudyX2Br?Fr}(SY z{vE6iMq1NL?8;pt-ltIi_a1FB$_1R>wk_k1uw}P_gw)NsMwu((4wmEVj_GSh=AmxS z4LroS1X>H51oP~`JQ;{7J1_&c|1(Y61ve+P3;_u(vYlvrE!QF(#IT8U&wda=^EX5> zKr{7iHT}09tgT7+!eb3z zw=CNN_km3v>W53tN{4vWmJM+10sqC8%K3@3R88=2< zAL{SH25|yewgmI2yoD{5I&7fi~{nWe?W%#Jl{Z z;nK)m;;r)CQ>7}~@Fm~DM#XfkYrIPG>mxt(+)4 z?<_Vx$wF7VfiQ$4*1S>Z3LmsOlvvZ+yDS+qB2rx&Kzcn0L^)?C>=Mc!gK|&^1+K zJ-8epKFsj4G!aP3Ds$|XO&^~DiMm{Si2D;mB?HPQ_)ysc3O;nTY6KM9JurG8`DY}k z1`_i=mv4F6bo8`?`Hp{L-FMIp4In=RVnqaycK5lwg$E9G=uYQ>!$qCAMsu3oN=l(k#Fm!(N1)!DQfF3Hmu-tJbQ5TOgTosZ<$wm-G+XSmYapw2G< z+6qE$^+@kRd%867IyB&&G8aaR?qlQL>t0fe1t2tLdlHJ0-RNU@E3dZnjTha2g@J-v(xz(Ln4L(ja(n}OJ@ zxTm*s_oR;AUh19-wk+bHe0oukgAyHlO7Q4pbx;RauTEAPl<9sJT-nk=;^xzrGPtPZ z-CREENHb)*sbh$UsGoA}9RF;%@mh_{a8#dRn&5C$_>eiO7tcEiwgkg}@$)ys2R*~6 zmkP@SsQv{>xA9otNt(B`>hLTbc&u+RNjT_Qh3WBF{|Urq#bdpbdn|Pr@1!0pv7Saz zmPUM5sv?##D#&MvE`B0-e6sqiTUW0xe$g|vYYjBTCp|vZeA74dNLEq;48T~=Pn?dV z!gl6Z71{6#rvPDRc7+dJt-9vqa1lA}ke*zvkrLsKXaT%VbE~zUHXSD0fh)L(b>BhP zDnXAccr*|z!WA%~h>^0TR`24TKpncP)x~eTyd-epo{oWU+zT>w(T5X)<)78m_pDys zwT%d=e(M&$50#h4I@97|2A*@2{+!vn<#fw1lIe!E4>EB(FaSPuwQ5+q2>on#N7^6V z+z&``@HQ9X`&8HN_O$A-%MR?l$pqk_8*1;*0AfYhJC};b;Qu!_cy;uy(hWXjPYoS` zJmb#x<2c9t<;J+1=aF7HtKujJ%a zSN3S7I;gwikE4FMT=8)_k0}}El0E0ZK8<9%;hI0e2E^f-@u90#!!>7F9Q}rrjsRjX zI@B$E)6=HIfp*}Szs|bvpd0F#e*naaaLnx%NB^ArWp(Jb=ze)uj%|o^Ac6+}Sh1gw zm&kD=@dbCJ=D`)fetd5cz80qL9Vo#(Xsxgl0V{x55lWB>#^b1oA{6AP173-OO zIbsYxbeVdt7;`-mR44w-4LI99Z8~B>2kzyutoshSRtb8N{o8<85$>g3jQI;5W7MJB zuE&^b@^3$({Cjm|f^1%)f2u749O zRY$lAVJm*$b)Y)$g8S$NvE6tyMLX6lj=S8HcN4R`ViOOI=PEXEwVSOgfu?lJVG}T- z)AHs&dT3wUK=M%#le+PJM)>%0wU-~%ZmfznZsbRcp%C*uaLkn*Lfx}&ADl5?Khz`U zHYeZ*$^NYDzex8-_~>)hwHmJN2vy z4Y>47ea7@`Rc5QAigpManYB6M1Ht3qQM6|QF(q{7RUWHoVaB1o@rfREE)v~onb?x=o%B<|d*j);+2R`>!;3?2w)n1xm?PVY18%lJUc)f5QOa1}Z1Gi-SE-5HKLmRx zwM!r3uj4P&=?FexWV-v;Ce>6G91`f{@~pOPDABb70ziIr47 z6IIf*5`5WzM*POLgdLh)hm4x1;~(e3G&)&Vmyk2rJ8s86Edb_;bYoKEEqPMQv%v2 zLB(}M0T&dceGCot2hG;n1-g(>-vIK!@vk7(sPjtgE`E4+4z3n2X>;+ze_`QSRxv_w z6)LM2<=`p+774Cc0;bBq5uzdqT->X@UXJE-9<@pB|hr6z=+33eU{tpw@C*>eAJ0s z&2qieLs{P-qq%60JH`~`pZxk#G5^HA zb?%=W%vn=8qw6%)*1HaK9}eo`BKdY#?XFI{eNozN_AR8_Y*LLLQ}0fuvZgx7OCGyj za+Jm*$WqR8dgFwU)e#poNw_p^ByqI56W)w6Cr&v12{GF(_+FX;cijm;#%xY;!e6u) z^Of+6+)kJk&}1<2Snh;VAy}rXq)?M7tH(pz9>4oV?vFN-K6(7EIc0VEmhw~+Dm0IY zdfQOHd}Lyp)lFyRn){;h%IIjh3cGWrn^SOQx+u#{opWv~L=)~L-N>W~K0jky82vIA z*dEdn2&{n0{|m8fHWkalTk%h%k9E>=$9!pH5Hx@y(_TVjU;IYzI|ImORF zTEcX-njGYrzO_L89ZLhvAj%&w7fLs1|iflXJGc3qiutbU~2+s$`BAXV4~AIL0zDgEQ#bpCohS`=E{#4V(Zb>ic6 z=<*E|z6xE)uZTbYCQ)6gZH}a)lN9pnW^)R9`MSk)z6`%80KFW~(Th4t763!!lwg>j z0S6uo^L6g-zCwBygkf4xV;4Ga~ zV%}Yp=*hFu^Yb$(3h^Vpt~%n1Z#--m;2V5^en}J!hU!60xz;cR-^=&M?zwAUv@zN< zGG3}y%M%Sq2g;TGBth)XL^>PK4VHlE*T+Ku`gU69b^l;p*2ec&6h3g z2VzBJ3q&|VcWp(xzQc9*@xgr%G;JP3(7YutO_?>I{y71%&ym@(2Eo?VK(nx{fqF$6 z4|DimnKe*cquU@LHV5^9tl{M-2$nUx0>81Wfqk2kS;LwnmSjvB-1D3Xp>F02OVdUY zSEnZne~vO&lLh$`;>-S$s4LYl2jc1^Q+SuzoRTSg&*JC)41Q5SrXc1yrQFgRbkmh^ zDWN1scnI3|g9@4)~=m8#9ryI)%UN3R~l;@O}v6{?f!BV_k5K{*Yf9Z?=P(4AJ{P3Ki-_2 z*fcblZub&-M)OGYj{@tzBcnqVJpMfZG<65fo-WFUra`AV27xmFMGx~1>$HZg)=J zDNR+@5Z#_hT!;`)A_;hr8UeicJVq*hKBu@C?&+DXS7zexU|-@Fz+dANpg-|>@UeX! z=_kXD`n_U41$0DN>lk_v(GNHmpC;M@a-X#fVc|XyNZ4wbua7cAn1_TjWC-qK^Ll=8 z5>j;J2kJ9DKTw~saaPWhlZbj&xGXxz4o-*GEKxIGc5opOD1Jk-UQ?C$I6X0VA_`nh4ANf^ zFV?`c|px=PRR>?YVmL}{2~eJz40XOLaxF`*=m~co9DxGc7f=F_)YGAIEJqv zBqL*4JxJw~WChQGmW4IicEea42^a@FEj!zIu`4)JAZ%@SerM5kr?K+T&PSq?`c(+3KCbaMkJ=b#>t zKAd(Z2!bswoQ~gE`oO-;$@F1OQqCr0{@`9(NC@ zw{u-HbS9X4p%*sgPl*0WUZOIW zKxK2nW}i`7a*4FFPX?kAorMjW=(bEIsD)EI%i&C9GC={5ZgBwW9Ml7ni7%lbSTgZt z{Kk?A_H9lk6a8uZz>L|%`Oejdlu|d-3FX4)#Kr0P#E($yYCfU-h9nd}CMrv{%;C*D zS(Es8vpJbi>{vF>Vl)2+KPe!iSiu)1g#wnG0yySL#rH|Sf|80~ zC15&bEjX)4e)-=#t$6j^mIO^KmV;tQUr!BZ&LKii4L#RVi5 z7f5en>~|7v(yv)pFs(bi~zA&Ni2>RdU{JR_a5a>h~AW!s7x$S*_;sC zXOy>$T~rM#i+_TxVLr$#gTPSS*@IT$`Ryyc4CZCKSmJNH*~cZF$5=!mB+~>i@yRyueXj#h|Mxcr-k>w15AH1v=#;rJ!O#22VzBF`Zi^dcAO!U^n_sMJ(`~o zJvJ{<3F%SO3WM|sU%%2UGKVe5wE}A1)W~vp5(()k9?{Hg2O=y7`2a|N8;lT#^tath46=o z?5QuD^AP?89_B+L#F2vVDE!%m@Rt?<;a`V*J0QI1lNG}Il+6(tLm~XR!lyiksK#tU z_`e}7Q;P~wN&~`w010P+@Z#*iaIH2WOMdBR2mT(3IWWBXOvmu*Gd?ko?NFccrEm#! z0OG#@trZ61zX`;O0Pzc%RKyTkjvnv0KG}>_H9n0 z`1N8V_TVJDpwTt)PRg*mFN;!%braPeO&Us^osRDNQ2r{qr#~YozaQV7J(R!NY)(P> z7urz%qu?h6pnP$44;7$^_Nk~6)PD`|AgtAf`Y#loZzbtn5bA$OFcvX={DVRNcgS-@olWC26Sw<8M>eX?c&K4o)6Rv+N70ij;u zW4032n9VHUDWqj;Q6Wkx1S}`=pM-=nWC3C#9|}0QlYl=)T8<<@eWoV?>N7r(56w`I z@{;iWcaQ_T2wDq+lb(tE*8;I3a)1RW6fu6b6rfKi>7N8MFNoSSKOx%6OH`%+sA*2D z>$6B(3Xt%1HxQK&Ds0R|w`B@I&6^ro4o@Oe0E$gCbK8N)%RxRM1^7Hlf~5doz;7%C zVBh9s3eZ~`X=dD*bCxSV=m#3z1pEt-e&Ww`oc{w9vWoNB+XUYKJJC(5P7a^l$$p&g znawHieyt7O{|o%20C>NQ@5f={GEqGfOakVQ8cu_}4a~0=8)G52`wZ| z%_bB%leFA%CnXd)4GCv}BBu=0hT{QV*t8!iw(h8nPEVBGu;e17>wqQdGaZ(w&zN$o zNQ=bsCMiU@I9x6rK$LaRT3ERAK$ML@tO$r=2*?9hE*6TsCb%OWxRMZEm6xc5E2xdm zxa_l98(c~FIvI#c2N5=Y23(;ofEuC$Px$zjaD{qb%_MhVByo@rfGbld2?kf5h~F4o zVc+H?Tv>ltxeoVo@Vh!P;uiOerAn-u0On}YkZ^(K{r30c0H{!g{*FYr2Z#bwo$CUo zd5+nff@v-TO*C$~pTB2c64HC)(5u^DVYXM~HTN$C^1$-1psb@>J-XdB_YdaaYH{{! z?gdw&vU*Prt^%&P7hJKxi(^XE5FbiEO4ZQeo2;(SxUS|xEW7!1EQ#G-^^As|4qO!g zr^ReJHC_`}Q!7mX_CEp-B2w4@_GKdKK9dMA2w;CZIVh?!7<_70`ElEWv)h^T%vj+E#!Np<|6Nltx`_ZUT<7|j4RH2Y4ULH15tJlkosTy2G2G@|WOP8W?*hPlV z`0Zul#cKI(aqntc^`BpD_5VeWiG6*Is0Xz#hnu(Bmj|j12u*y1GzFTdZ7pa$e{LU? zxHt!U)R}#sNPr4^&aamI#KU}urW~o&5)?it-RxcH0OeLMFJQG~{z&TQjl;~MPb_rm zmpAy7%?N0o)2JTHevHeqXYKZe2!!K;2O&x+Iw_|p&PKu+rYJJiTV0359P<+DGksn{ zea6PvQg8K&a0zrU8F4AJ7M9Fhdfk0(* zrrN%6Yny>c_&NiKO4A4%G|_FjU_xUzja)gLiJXC;@Km$79hmny$Op_oOrs>&48#Ha z#%3Vcw>dcj(K|Mh_27eh!31b@bG~5#(sxcXJP)O;PBXCA3G946QBJB)4!_;Wipg`$ z=9JlmZH3P+yw+^5$k~Ng0{I-X3-8RqRlw|m;3{->;R89i3Yc9GT-j$A@S*gPR1F<| z$LfwfvkUE2&uHj5z*PaW3u3X3nW{Odz-%&^OZW=3D15$cE@7L9pZ61S10rmJ;UZ&orcPga5{)NLFV>;j50JR(^W+K%|0(6=-#xrI{oj?qV{87@p_$g=sY7c( zI5YMuW5h_Vh1dBE*Y}{cFaY2|ZNC6wMW8lAK!R=Cj+YyR0^$&Y+A(83mMROCZ&$~9 z#c0r2ACIqxZvM?Z*2h3=g^l%@Kx{6I_0dtUV)O(__(t0BtohR1MEm}U7%k}Gtfjdd z!&S%{r-X^gGLr^7vCsUNJ0Dal~| z2HF?>uw^j2gtvPW=~++)^SEZY+Q2KzD{$?21NRz=)x>7KRH@>MBMx~FJ5+SA0^1JZ z{=%tJqXC-{E7fLgEv!{0zu;*~n!Rv5+XebWhdxfao=Jy%Zr0}hZx&Mi2x)3Ifznq< z%N=)80;Mk@;S4}2`)$tOM~V)3q(0N(k@}3mBjw6sGT=W6mqiDl=tt0+#V>dew!N5%(Xqsw?{s+@6$ z;)PB$M5uKW5FJBX5}wc8qxe`H0~Hi$KO`>hdVD!_Y9&7|+G;kZ;G#Qh%Log1)~e-X z)-ZgV;%>9WA{P>F2l5b}L$@i8=in+}Awh5zx{z=n2Uh_L34$vYa`~tdRm8_GRdo0$ zs|)ljCA3#RqoKzDR|UZG6FDr`OxRph&}=mU=QF^C2b|v_;_qf6!XR*dg#pf+wdmk@ zWn>({_tbO~(Kq~$LG%cA77F({s$uZ_WQZ=jf^>w2LnCwYAS4gG*ehiAGSU>tY|mrK zLdN(Fsiz&HPg)njel}c2i3Uo|W_@4?vXb)9fZQp0@#vbhmyE6{)$650i3ij7?8WcI z_PM(ji!e(QvUG~>U4&686Jzz|XqBb3Z5;`}SGLVlsD;=C+U)y1%{qoc1;I;Tp#`Or zb*1G!&|G0C_+vm!LBR_dBdz82@>uz9IOR4{Y0eyG&tVj+Gl%0Hi(o8Hy%s)h!f$up z0w25JTZ_xZgMjZ8+Ju7yI>db3sV-F@s_q+B!yDyO^@O>%Gv*wFX7#0_$Ah5wd?D;X zAfY*F8Nhc!&vhHQc(Yh*bQwvhK3stbfcl}RDomv()mMFg>xOV*2`yn;%Tfwd%YR_@ zD}@O;jqB$~QpI5wT!X^6aF7z?I$JR=Q-!h*Zb2rN zu=w3z2?v{42*>gJt^*}}KYWO0cB3WJS(qJ(doUuQZhnv2Qf`*(la(sW$PFKg1}4kR z@qwX6xj883YKKxlAS~`!`Xf3rt3Zb|cj7j?Q|t{U7H;e)xEP7626!B0wRaU|=28zc z8I2Jok~Pw;hvo`1#;bvt8tE7#c_Q7hR7Sok8YN+tIEaZ^>U*et1015rLVa!XL0Uncj(nskLrLQQxKk(d=`kPeh8sCiEp`^_h+o)o0#0(?j91P$OF4 zzMKQlT46TyOdzJ%&;r~al*fd!&6$n}>uCgc!D9;v(OO=ja?TWW&pA2hQ(xPhX~NeY zAS(TR*vN@)%jIKg@H8RH;alXKDNUm_1KfeLR1We1bEfY`Nw7K7_uw}+XUe|K%{fyV z6?#{BrcE*Q)J9j$v{pLjOewW)PMSuvsa^?G2G~x@RS9}9=22UEBuv~UbAS3nlG1&a zXgO6(Cy>ZLsrnhSIhm8~7{f``ZO4;2jn;9x91=0aH)egaH@;bWRb5pk!crd)L4C*M zJcWM_LB)4Mt0kZRc^tgJlhtnldFZ?`IXjT{mW}1S0g3~EmV>K+$yvcw=;ZAD{i^HC zq*QUhc!+F{D#tV)6*LCR0(Kl!NK#E;#Bas7vrX{=et5|FxFEoXsd4 zWv*0b#$O|Ybo}6ah}rnCS*q_ZH)mR$VHUOkl+k~+~x+b)(d0lGd(OdNc~!NtTu zrkdTW&)2rbZYej}fp|8TpUi{9BspxjA1&7-m^M$A7V+3TnLKAdDK~nCOSq{8Ho)w! z9DovAWd94FK2Eb}Zd$X|DDlqM6=b|(JZ!n!xEPPEq$wB=ed^)lWKLY2*G~Pof8zXh zLY#WeoO63aNK&0zu*~fZdzy8au$l>lPMqHf&AC06%{O?qk4ykD>1A78oH)NrXaEip zjJq`;`v%bPPWh(D6E+M*oPzk%T0T5c8@X%niPN=adFDkk$}yKa2Id`g6zHZnY9nFQ z5KNDiaC&Uxo}Gj1`}R(Z)|!pJor9D6hI&fXQRYF$D)ojaqroe7zfjN(8~1phHtvNzquurb^=U^q;7{Sl>Hep9z1Ai;NLA&A`G(Obd({p{w*yP3yLlJgBFbY4~xPGV)`%`Vt zBW15Yo#{8-?C5L=HNkXB=>}hDjOB4(V4LwlfsqYn5C{HWIS)!K|nz3bf*cY z5cQU}>j8}&)dYBb@t((o(Ch1tMHB5yJL3*c9@C#Q^qUOKim8e_j)j6K4egfbt= z1@I?I_#6-6j>ZK!PR3;s16j1;pdK9~dc*-5?b9OmM@oF%|6}jXF%ehp5t3jRXz1o zH(IrjJBqYqU$b&jxoN6$Iy|3h!n5wFCax;iid0{yp!`f=?*RtoeS`@aIC}>Il7{qg z$7c+jK64p$rmjTidbbFe!!WY}W6ZRD)w-b_>(|#y6T1gl@lC#ev4`+rl+r|PRfdMrBYTW z{4{CptDf3B@JO9#2pl2Y0Hx(N&#)heV0gZeUS1@F!e(>0Xx7hiSp*AQ~R)Z%|5T~);D^cm^De($M)LlA8^4!>or zanKDF@S-viaHpphZQ@-OgfHEZ{Yk)$6zxOuw@&)#YBw`IEUETo~^}N5rV-=wItIe$3^u4!K16gb<&C(qQM(41r=w} z99xkv9k^QKXiNS5a`C3WztGEl3XE&%g%lKhBYlNcs|r`MeZ#_=AnW`1aY1++Fw~8Q zyQ_D_dth+f>mIp|Vm0HDYZ+>wwo9$9CWP;>hWCe0Ah;glDT73SmSY9 zUM$=eRhpOd6~1@t{q1Wxk%&(tastS>EyZAQ2nNa6XT%Ft z+1;!Rd_H@s2EecEZ%P;X+~*8^*6F1UewGovI8}3kGhFRt`lPvBFAxIcl0HVur`0@6 ze>r|t3}}qU#Kyl)6rAd$10CB*N&UE4oMh7QZMLxIxw7%mZLrXJ%S>-{I}0$4JgcL| zil>a8Y+VP#TD}C;&LMhI1V0)Qv1I!)r5Z<29>XIjbt3*4%G*Sr@hIUxD5Wcg(wJC0 zcPkoI0rPp`1P=3>crq3YEGpJU$IFeEcciFHU4TSt%6}cHQU49y<4T?usgH_cq&^z&7*eylOh_$l69Mc~^NDwx#M=g# zWph!f(x{b7^_d-D#zzD0HP005OX)xw4!Ek1m0_g`Jod)U`c!eWG{_A?kV%WpNzWUA z%RO;bZ}i~tqPQYtOrQKp)OZcbD0D!debdQ+S)7#c@Ld-4jaF=h8j6W2eVfUg8 zv`JE-j&vAzi?&CkC}_KDUZyv?fX){rh}s)%qEDLY{7Y<)d=^2Ou^}yfF{wt|EtV5A zFGRvACT2d~-+!Z=k4dswZ(|8X`K-)kn58J5e1T0Em^qZ?4OL~{)3d5@i4ub_1W8B0 z;eh-+=xJ~tL@cMsiJ%eqC|L@{8JwZQ)kRoy5-tm0g%atJ?gD<01do_1dTCBA zi{Z03(kG4-}PB?5j;z5P+O*6#xxN=bah$AG?9LugphsGE`74- zJxE+#29d`l@J}fR-sh={qZeso%IG1+76)Cccj=ij`VbJyW6H>2kZ0oP9sy9Qe9z<) zN2v^vGT)~NM(^brsfh~PT=2NU_b|=}B>7qwju(keY758F*HFpg30`IsEzyWF>KjPF z;p7<>v)n|oq-MIcd|%d#8>@3h`QJQMa458DD4_us--Y7B+%J!%{2YiWmNGwcJ}{L# z9xJ(5SP6>FIUKW^yGN5_qF)K-j3Bx*nZ$pLkuY+0ou5;0XAJx|v`0A6US>M&5+fbp z;WxMq%c0ewa=T9`!=X@Am_|F~7J`ha5<$h9#W6C3yr`j^K}W|flg8U-&|~a=0T7kw z2W~}rpLfw!C74gDXe*J)uS6Gy^3?_D?LG|&xAt}u*WIw6FVldgk{I2L6?WIEld7Lf z`>eAJAJ+)6UA1<{Ko6`~o^8CkoxRJWgv7???Q3@ID4YqYHMBTgAkx#LnYig+6H>8B zn~rgB+P20dc)ykYGa~aV^Od>H1DO%_znK&TTD+Z(&l2(X8o+#eE4lLZYMWqS2dP!O z{EILl%N-J$gVUUC6%+yBnwMqT1NE}Th=k~H*YL8A_wYPXP2Jt9Uash4oS%zw0I-rubc%7q#tN5}l9jV1ic*n?s4l!_cE0mO!~3qytZF z&x&;IxDO?*YR6!hebSc9AT`IBA%DGj72~vnuGMAo=*^pfSRQ&4%D>bamBB}{bq%qa zjs!E$a1D1b5=PH)PRnkYL=lUQ-U;;4$DkNGl0CU)2~;gVffO8SX@KmJ{@UpV^m$o3 z?iFZh)k)X?51xuR^jO8!&;jk=L2*GL7F_7#7T8%*-19+`~RFq#P58q}0G0~3% zGsj^7A%>Z1Y!sWQ?!AQ+Bjnxc~t@}I3r;R!pLwU0Jz!KiEs1tUVDe5GN1n5x2$@_;$Mi4A)Zrszc}v?%|#) zj*Y?5jRSD1BLvdGp^gJ=#Zw7tS*b-Np1b|LQyZll8$*Saj2WC4D>n=j&KoP$M}dWV zcreaTA$hT|a>E8lG(nb5mMC9S*Ybs^I4;*RH1FoiJ;YocS3urPtZNut7~v&n0E78H zhnvj0DnU7K!k`>I8oKU1_)&v!eNU6W&G^ctyg zmncNzw~VB?)|c4&1$jdF`EWQtLn4~q%T&%G7^~A|sGN*wdN(6x@a7N|Eu74;zs0yi z9})I^uCwgw-0OAecKcZV(%2*_}J2#^nRyTjpxCwhnnQ+k9beacv2$qdok zSvH)OKN}pLbPI@f#EG`_%^}cVNw+ES6?9f*KM%j141JwrzeV-9wEtu&0;zW7jC_*0I3M4 z;ehxC8%$#B^$Y)rI*No4_3XeyK-eYw7q#*nau)pZ#PS1}n{>pOB*C8IR1Q%LbNLAcl=)QorvRNv*XOe-g$!m!sp*Ys$< zdMtN-d=UskXUmE=c7EVP=M1gB?$*PjYfz_?R_QDLKa{-TMb3lQX%F*+r%Z>l(#HDQ z4_NaZbgd&ePaMpzfLI>uYm6xZactpI?-CfR%5Fa52<2pu^hD+|1%sSI?5QLQ&V|?` zzoIob1mASb@H=?khAbCDX<;)Q9$6j*#PX1(%9}uu&grAv^vN@)-aFQ;e+V`U(Kfkh z;d6|H5#h8hyjx2YQAgS#sfgx&y2JE>5;6?yJQLUFhik1BDFjO-)}F@{)Pc45&}Az| zpj8^Iy;^d|g|*js%FN$BpT(N*pljuz$3Axgu{`Xv71q96V67@U3)TinF92)z=|WWT zgiIgp@2V`P^OWUFbCRXX8xPjnM5<%0Po6npZCs6WgISptYX|!K(~kxcc+^q$U8q0e`50@y zgRYf>9%TIj5bFlAJ|vJ;m7N7ygQORLtUu6&sG;lV?ug8dqa^Fe}r7>ma017E!8cW|S!F)aJ-8AnXIeGa+@xOS%vMp z6ZNtsD2wa$Fc6j97ffw+CPCRf;U?qr4`l3F6A4qE+s;W!GE^Di-OsoJj!I%l`}b8b z`EF?soc;tiW93l@=dSE2jF-xL#vANx>wV?1#yGyq1L~8=Y3?GlMTrbl-kLABWcG$P z0pT#`L8y?_LS%S$Eo3eX>RgbfksJ;2mKrucL7osEel%YmN{xF23Adwh$~i}ITlDy` z^ao7+GuDPr>~Jkqs1tsCC7d6spBk8};ZZ0pOwl~6aQ_O#6fZS%t_FoQo{sAM!bSZj z!mzN$2=dbK{vntjhT);!1gHcn?CEVDGweNLKz4dX^|2l=#F z8df|XEQMuhI0EljmIih=E3-6Q6z@Ib!P4?<`H)l%Yg?vj(5ZJaU&A(Mlhoku0nxd# zyc7e4*_^at73z^==pTh9ZFs7Om}^2fAZY{E)oDUjSIgM)Dw8(!nRQi?Hhj>QwBZ<+ z@RNZV>(AY`i2zkHPSa^*XfueX8Hyis2O+r`rcyuTa3N*5n<`h zaF&K-aM;fD&mo(1`X@6uJcki8GB_+zGTOvUG_zaSUgEx_`h@UiUuSt!?*eb)7&MpC z=+7BP;vWe!?&&Nu?&<7Yb26|ILF$wa`(Phofv0rfy&U^eo51Qw2?QAaNSaSak0HK+I=-e; zF~c7cocM|?}YlH1`PNZ+tyhE2t>qzVwQXkx~^TCQrGlE4n93I9E@y<9R9}DryQ6>4yBxQR9LoL+SrAJ zX@6>4OiL0usB;`?!c%)NlY=tKPW?^#ty`>!fc*&U{g4n__Q8RS8B2fmPM-UVZ${N{ z1rTT7U;N^HRawT3y$}dP2g`aVBbNg{bWYsrYjJ7z7e64m!;3U?IlRVGro%yLWBu)Z z)_ezD>uAce{`NK?mdE;AtNq0v6)>yH&Jq(8B)xz@;=j>_s0PcDVa$iSD$5V$Da+61 zBukYyq93uP=dg)X4gQOP#v}fo-RKbL3ZEsg)d0L*bT$ht9Ro-}j z)+SONXnpd`325VL{D`4K24HCkwD}}*c(znQbK65$B8TnaI%;*m3}n5QsiVV%#fL7G z%Y>{|$q^T_KHpQOL)2{`>m+NwgRYf>9%Ow15bFlAeq11{Dmx3Z21zdfS?||{sGk~k%8{qm0 z0j{d-EZ`a>y#R1MsF5f(7orLv1YGChn_*hphAjV(rz{VFs^=j~l{X%6wTV;*SD!p{ z0@t`2pA2SYT5!!Pk;59Pgr?&fp2*>;;hJhi2LoT%0b%F-D?W7DM<#r|OmfAAubVw( zI&iQJo4k}Y-$B>PK@YxO1H|&M$yW2PpA`72%FcqXLDCDr*GXN7Duxhzt#(zGH{>bH z{W-}}<&6hlZ6ek2)hExK@HMW+U@$Aw;_IIhIgBN##?6i)eIkbk!%fQyXGVwc7AAU! z!;KG9cL+g=96p4U)%|g5q5=Xcf8(ix1IX15A~=!5UonO_C|h~z=^{Q2#FQ?g^NAcj zCHe|gtYL{9f@Gd0k;6B2(c4lK5Eb}#dnyo`$l>dGYQT@E26QcvgG~`EPD7BiGbM8P zqb_c1h5{n*In!>~aTum*@}ctneV+1O0(Dm`KD)fFZ1T7iRNy%|2rBA%dY^!VGGcL^->>^_1X22rF1~;3(`4~xPdrm zrWR?dYD8Ss-qU9!8cvrNc|HHmb|2P$&GjEu0@}_Z67Z;l)r|n4)?7 z)q8-L(tC9{rNd{1vw90*SXg6()kwp;DVQII;i2B;Vt66Fov4LO=|FeN&`miR2+NcX zbhDFYV8ggg+(ABVN{3IOJl8LR%ct>!w)>f90QCfAgKe^)oDalx66~%;cI4Hm81@z zwCk>-R-uz=9a6MdPwVjX%t{?|#LVhIPCAS`etpNW^(7wjsZ@z> z*IT;Rt;#O#d*0!=1J`!qvFJCR1uyVSq&+}BtPeG`Po{KO$cS|>rNbGW<;^Kw;7y#J z!KE_#bEYlvkHqdabe0)IU0_C%o595m;|0c!srNc=y z`-0(Z&O~NT2anqkCv`Zv1zCSqhtG>~<>SO}fq9VhSsgBqvpVn=6_m6NQ?=^Y^eF7n z-(9OtisTJ^zKZ$OEF-BqnM0n02@?E81{3i36Kp_D=U#^YQSkLWq$uF4wpFJ2ryLH! zIUGJhcuGh6(Sgn3@EK3lT>h#}v$~YS0XYde*}WVN^UGsv*SL1rFC48__O2U)$NI+l zf5v(`k~oMqu(a3lSsZ?yQrYw@4n9RQ ze2Q#Y9KPu4RSrxRha>idkIrpqCrn$eW*m-$X^(2n;!vG)&_S4xL76{Dosfa-K`rzS zRd+>0Bal6Pq)@FD_+O3bsfiLy0yg?a`dHG0KP7SKi6?=g^hq3GV{xE>l0r0ZDLNAs z!?iO5HWrg|5-O~3Ak$C89bA*I8q1BvtAH?cudH|@g9AQv&eG~jZ)q|(Y?QolMG#-& zDbwMew6WZF5o^AKu66Y0S#H}3#PV2fYZXEKn1EPSc9vkEAn64}5RdCZRHI~x)<#{G z@EI=D1y#SznToaIpRXrf~QOe0=9vy zC$Q!_=!PO|KM?B%vOX@5Rh69uS%ah(fUFnkLR8U%AnV4i%JPCdWw|9MS*pD8AgfKJ zI?c)tDE|%CyLuQwE0`YL;uBAT)!+J|xx&aBVO)I_3xPp{vwP;Ch$ji3?os z_LS)W!8XA4PS$(}-B56S4G`-FxPC=|t13GSxCTit09@a%3sD6S0&$@u92K zO!)d6$rTsAKItjbfrD+}>#te!9dtwSb^iYD;OkcfzN)gb;A@cd0`T<&Xr@qYE<_bW z2);fA-we~*He`7mlol4L>X}RL%}JIjZ#?*F6RD1`K6&PZuW>cL9c&h9@%2v`9P-KF za8a5`P0kZH6W(A;GNIl@HNp_sA3Jv;1DG9EEybLp^Ls{28U*QDiFG(|BgI0;MG(EvhV1( zammxe*c8FyGz3XIQwE2>(8X;{O+fsJhr289_vR_@NAi-ll}*zR%sB`GeBd7s{j;s@ zQpxA!Da1rC59XD_QwXV7s#Ff~TJkAbmpJ6sd5pCR+kqzZ7s=@#O)=n-YE zLY?sA>~Mal&TC*Yhc!@IZX@CiKumF6JDkkno5F7$APfs@j8GbBczwbA5G17Gq2A?U zcp?3rsD(`CK)1|Lv&ukNCUc;BoHPR)#_iz_@@bPfJRjxBk~!4yjwN$oce65?!|HOS z+}OFVRNgb*=R8`Q^EB5hg9@p%sT$aZ!< z0^hn0hEco(s-44r$iw-@MIt712P6?zyysC27nD!^yBxnG0QY5t;lN(kE=OaV-j$bu zHkFGL<(okb$4N+TqzZ6h25oMW4czV7mA~!)!JCOvImYNE?isOTQ1cK)0Oh> zYHhMGR>tiEyQUlEYDM$za;HwT`U9lZ6i_qxDYos7-xUo03sO|39!=skm6ndzXdZ@Y zavMmC*Pp}MGQ9pg-Z8vpcbV{7nl1pEqh`L*hiv$nS3_+m3`ydf-|VC=+ASvD>~J*x zqUbA0v%i`&o85&p`-V+WNAyvX^d`}#=G!qm0H~UaN)<4YQhjCz0Nc@klugK2!Ypqm z><%1*yJ}_UM6m&{VV_m56yPA!>4_5TI=yP$*6}s-?8N0e@|xx&&w z+Sys(An@=DR07(@M5YdS=#92vCw2{7>{@1YIG5u4tke6cS)5ev;eWFw={d&5I@(nC zYoxt@Fe}iyz1chY6z$bJ`9dp=h}&&u;^~o}#xF&Bo(S7JEOcIdKv;If3xZW73P{6q z7?2O^D-8XTX?PA{#EdjNi-cu4xnjJ)Sd#oo_%YB~e)M*MA4?Q~aq`6a65|VbLU^;W zv%I+=f8K=j)l%^s`9)fryHVVa0Fbi!(=bq~A+#QZTu;1b_UFrIqG@>4JkEulexLc@ zgiH7D1TI5-=8LbKZb1ILdZ961Du_xHl3pBsVGnqhU0_}IP~o~Yh4lr|@AY1@Ch7Y4 z$SoI&L|e-lwAHhP+2$MnNHB6YDJl%_#IQ}eh*T=NZ;ZXDp=QK4Uc7s{GK$XBjJ*Q~ zH}O`iFY}IHjCagCW_Ov~MA^rq+te9XvF{4z7+#IuU!ivte4{#Qndu{eYxorN*Foj; zwBBIiIRwmLoS>A`n>c)67`w}R5{2)LR)X=WzTUd+=bhRp-Pjl^tYl4FxnZDi-dL$V zy0c#1!(HB?Lh?#s<%SJAVqov(<|76M!~kATv{Liv*J@RmQ-~>Yg77yX_I3|3hbtM9 zEE4PLRBY?eO2W0UpfeCGnIHOUv#wG{hkt^8XeYewzc!0abjZP?cD(Hrtu!Xi6!oOy zUZOrBg8xjGR%Q38Q?yF=sh4Sn7PriFp%a%cUi8rYXX6Err}&L<#)NpzUjg!AJ&9ov z(sO>45i>kzOv?kv6f?{iPUz1WH{u_Omi(%-%=nM|nc?U}TVRdDHEgZ5MsfE-liGC+ z{}#C}T|@j+xP}ql3t%iDFw!+g06`9w_alX5hQQ+j_8Rl1g^P;yQhlf}G__ykRH@cR z#|JBw!C^LUqn!A}tw_92`<0_^Rx6-&Qu@l~u`SDr*1&AM(zQkfq^~Yhp1a4m>TG|F^A_DLrGM*x>X0I0M<|cQXeiS*yoMTc;_0`Zcp2 zrI=XHwQfIp4l+`;0revSfiqNd6+u~rpLKwUf-`wL+lSCLkFFg9Q|T@))vjkFLQ?va&74@5?d2PdlS z9yZ>L4PnE^Tkwtz8`)jRu#xF~H&z!0D?4urGU!uU7&Or9q$STo`mvenCOm@-S526` zO>FnoM9n&GyZ4#JDYpBcHru@$KFPs$m#MbPn3lLen$a>Q#n$=|lV~%hYMdUJQ<%|{vD@b6LQXvW)I6jy{;aPlj$;>U>kb=-=-Xcnhf@vlJ<^*EJi#a0PLS3t0d;%ztQ+?XJk zKD1UIvEcyxO&b1$S(8??Cn3Y>9{_oaI}s9DBZt%9ZG)I&1ld{;1|s}D)FKBsU7^_4 zV4|rmNKLdh4%j);^0|Nc;nxCbzd$73A*7{+=tzqSZt#`(MGJX|oZBfn_LdlCkHb3# zv+QnG!t9#TjZ@W{D=1JAr9|1&Tc9kb*h!FG99KF97c(Sqp{NBx*!V|+GiRZck{OSV z1MF(EI0ayTYXR71?ty@<>tNVGKU6yhY+0^o)L<+k7qrCUijn0A^J71-{8j+V0O5Iu zfQ1&K0}Be)U}_k!?7~(s|7{fS7_hLrSqUtI6V+mn^LAivbIDs6`G~dzcEBTxDHI%hfl=Spw3`BKl@L1LfZd zl$|Dm_MmKUGzGz=FmpY=7i# z7K=Y*5>^c9k7!6*s`6%e+jtoQ!goQ?cX6~);L!-x%EbP{=y+-L28c}9&EjA77Hj3= zt_cVphfoEGA#W6Gjl%9SgtQiGCH6+WI0=8mVKneU1;QJWnYg+ZOWwtD3Ge^jWKm0# z4veHZXs%5f&OX#9S~(|5HB|4S5hD#-4C|u5i;Q7i^!MS8Mi z1t17_ucsPL+|C>?bT^b1X4js0p*H}r?D0ZOeOSB@VUAE6TddGRp*ASFu zL|;PW0J_+jF!Zz8UWT1x3lb$gw}~2NkR5(3p`L2MbPY|HN$Rdwu3lv#dTYr_ae=flP`!RFTmH5PQ2rm zJjX0fvE)N+mi#-=q8u!Fg-t+CJ5HDtTk$baagP-rBCPli-LPU>h;GHm#P+SY7X`(v zxDW4`6|=k9X~knDW(~Pov7p&eD~`*EdtKd%FF@w2J@TUX3u46=;cMNq;tghTiWM)j zS@F~1lf11sW`)~|<2Pa}z6NUHvEpUIil0H+*P*_c7NT1*GO>LtE@4BM74OD7X2tAo zR$6h37(fNUWpqlbt~d^88ozu?W2VSuKVIUC4LLd1xyJy$h^Sx3`{Wmx#VOXj92Buz zF@Q5>OOJe+-}% zWo5UuMtz<$##P65~>EdZN;3}EXz7&h<~sCEw6vfQF5PG~V= z0L_p6z;dJjmah?>cL-Q$Av&<2U=5~*0n5@`V_;c^cMMqA-K+!_UksokN9nxTVgQvF z8NIZ_FKJN+E(Wj{h19)a*lA{Qk_*Gf*lQ1)cfQV+`ZMjwVqp)7%a zyGaqL`fBSstQhvoz`s$Gup*`7(R%b{%Pt1skx8E}mP@9U8YYWc+OcgIC3tUJz&k-` z5|xItymcAK4~|*3u$-P0{>QDT&?U~w^4z%R^flvH0U}Jt4ESk5a20Bl@E9*;0ICC z4yPtK6!60yV#XS-n3xF&1;n~Kb=-;_#te@P1$@6*S81uk1?(U?5eoQ4v)ERk+fFE8 zidJfi63xR6B~4Z#nM-JSPP&zEXK7*f=z$b1oF!p_{~6AhkonJ_1Nq$i=ASTP9SjRx z@?tmcxS%2+Gw~uIpEENYeQOKcaSS3_Ypqe-pMyxU4kF^P!0(_6%CJEEGY$*Hd(Yxo zL3ncSMG8rO;T;p`{&o9dfvY`A({5Pc(~-8i7E2=E2*N$XQw@jiwsBt4(}Gpm6Bf7$ zh-D88Wa<+X7I=zK8q>|>i? zr){JIx=N^FcQ=*C;xAG^< z;uI@C6O^)B0Z4OR0t%aqT~akXWB~qqXsE>@5%XNOnR8=$N(LZ3*#RF@XOqlYRT=OW~Xok0ORn}`%T1Us}49d=OE2AjiR=LOgb20J(7 z9fKWqH!ET1Y@Y2X6m)Ev-%a7O6ig{0N7~zg3toDFC}1kzrybO}*DOwQVR)?#b+quK z4h1j0$E;YZ^|ufo@LfPYHy`l9Hi$WVz}9jxAfgGi$N`Cua@bG{9HxOx7C3L6(rm53 z;8zmSdoVbAIMZXKh*VZ)T|W{N3NoDOOD18(p3X*l(wAGh7*<54mbzFjnY{Y0$)c8) zZ5xz%79O4|G>J;X*{%9SE5n(nTI#(vLZxAnVZHWmkTI;+{w?0IUYp%z>b0fXVQ1Ev z6_@ktrN+)(#m4CP&iZ(9s^mx;Zy<_{Jw7|t!i!dnHS{N^1(*}GvU-)~d9sr((>|l2 z7{*g#5X)Z*(hi&MXs63xY8EGTW%%i~E`N!_grsG9$8UW}k6pID#KKj`6T+Wfv%)O_ zBOnCfG$5awD^O^In8OulEiVIi4u)Ff;0l~<81A5<=1Gu(b&btX{CIlk)Rv_E>>%IE&z5WzoBwdq<_{!oW_KZN zHe>VkN;MCIGq`Uk?kTMrtyUVPN~1m#n~2~;@&=v=AHQ+;yn_ycL#yv$|M3CT_|thB zhWjo85m7Hxg2Uz$OuqC+55p(T*^>#58= z-pYWGjBp}SASK;gSg%gkMoTliJsaj9bkHp`z0n2m|K@|D3)z3uVl-I>&O{f%Pg|mk z+4Vg9;S#tNyQVH&*J}G1^;b{u4dP5 z?0OA8m>X>Ya+?=K&&IzNM9*Q5u4UKf!u5{ma(F&ojjn?~qV0IO9xpra^1S4?op?8b zmm*$v;pHm)@Y&HQ+;180*%FPx4aAskfS;rD@lwJk(QbC#!>;4(T4vXXU2kC53Al0w zPO`r%_;(dAR|26sqA9qAramA38$N7hbP4>pCEAE(Y{E+o->l>1GWO(B{PCH1Y2b&8 z$6tJBG>wn<;^k_1a7VNiA3qB(`{2hrqs?%8XLKXJKPS3^{c!<4y$~-KvA-{d>mAWB z-j82`1K<7d_Lk@-xPso_4FBCS6TOiCcPszzW&FR}*?+y!r(O!gK8}|UZiLIjcp2XW zml9qc!3Q70%P+2n%g^v~>m*!m!OPq6@)o#EM|UdZ?qsCyWMuASB<^IN-@!h;gMD_# zbaeYXu9&QFW{zlJ(F&lXY}o_xi2$M7#QXRiG!9?ZFhH||1?Bo=b!-NTx)(l)mIGl8 z05{LKfdR0QvEeVVI*bi}ja*@DU{G}jvgU5Q%)1;ei}CVSyu1T1>o>#YBD^fW0xn16 z>ed2rdJ7nVx{l zO?Y8yxi41B=yiB^+VkPkhnImGT+YDD7Q8$YFON;b77v+>*x{6TK3c@iRm0PaB6bQAp0yFNGdeJbZp3o$ zVyei9rI^H2a}i5Xhv}*!mgWjGtVAp`3+6+JSRRFwZiTzk@PZ-t(fjd&QKb=!M#TuU zh()epa74s{DsZtfVvC$OSst-Tb{s25Y>bV5W`zFfbkqdX0HC;s|93C^2L^UO|L+0* z-)s1PujBu{f&cd=_z$q@&G;W60sI%e4K6?m(RTBa`fW2;%|!2jpLReG#1717|;eOUeRv>8UF*`wZilN42dm$nbE*}B(?+y2TBZ~)|6PZ7$~Kc*JVJ$DX-!A zc#h2faDnx8N?>P%3k>_gHU+jANVo;I?02O_IF-^9rM3HU^_b{ zu_0(&`-a9h~P{|f|mQ>O&BFI-^g-nS{RO+dmeu>SuA0(+oS0=q9-Hl(>>N{}b`In~G{&1(n@xE|z;E=RUar_R4 zwoY+;I7l4pTCtUh15O~U)TgTTk|~#SS`iR(QAn5q`iD*l=yTx$!kL0uB%lLfFF)** zIKCe)4xFTEQylMM6Fc+3XxOwnZswF@+~F_(544v#w;2eK&!F}X;R3?BvyKa>6uoOc zo1=ON{@W7$IsfCm?2iNqVeES*$~J>SQ8Lxc-4e5U3pCgJ9W)qBc~@#$TwSuJ73th5^D!s@H}+|TMFoJa}t zW2;$XR>zH5U9OCkZXB%D8#B?%fIQ3!bs&E3pFlRvqhLCIdZP4;#m}o{sU-4KZlE$^ZP#j&F1_pQg^ zZA)`$5B!4zjp2B!(MC^C5>fIS`ktH_{=MTtZ!~v7+iYqs9<5I7D~~nCXEyf;PR#+b zoKqtp6=*`vKo3K+K=v<_`9FU$Iu1xicDG0I%ykOLQgtx+P+nZjN?HD?UWM4_;;6O^0k5mVFp{ z+zRain?R|JUrqoMpSXmj$9K>G3c8Lf%tPk!dF3#&s05WX@2!JBw9(%O%N zqx2B0wu7o1u`g>aj!sB$Tnwp2b3Wi~U9Ld=E)m2IZ*_hIWfnb= zPvh%(qn_)fau+BoEO3&59AnS>uaYWRI>_i+D1hl8^l5s-n>|J8TxcN*+A~rGt{`!M zlEu-{+=BGp&Z3I}E$SuBaZP?DX8TKQSs2E81QJP)^*>C)N`nsTxSwMwzin(>cUD?I z=XUgShNmYQfh|rp9)T))9o@W;;<%x-6VG^H$4-AhBQ_1r}r8HeDPQZVB z@KNBt@?cNT#ap(l+t|~yZC`a2oDEv4)M2?BUc_my>cliIezVWW*K##{Hab{`y}UaP zmMF*NVD&~hcvzbf&&Vcq!`rgG|FdN3_05H&dz4K z64L2=yt9jdSfF*(z3t5J3qhN$;$mHzTcg);uR0q$bwD#voaVklu8Uhs_ySk~qN~>bYXQ8Ouv% z8B|HSrYpJFa{%L&30SgD(?DPLs~2w1NJk-2p*0K0WJL5zR0I*p%G7HCE0ZGVtHQOV z4Fqil3)zF9uLol7BIps?n3i*>%aC~o4)0OhS?fN;o^7~5&?bVDY1m#qr!$c(CLQW zPnv|4q4%-Sz)v}5)dThsV}@Z^Q-N6q4E8>HA@m2Q#?!ck-f~3@T(!lYzL})mWzWMoHJsAkTP8Bw4sUSd#4=r*VQ=oFd=jLB4wC-KXFe zsyiYXLK-q?Qcl?I0OxkL?6z!(fq6$m1!Jr4jV3|sq6%C}R>O$iITxO@f!jlH2eY`C zR6AnKU>jlCBm6TyegN-<15&_OS+sy$ojaaSHy%s41nk}i@3y&OCrXtGS!f|fP0V>n zF>Dh%Ip>cR8%5ZvXv5<17e!mJ32gJ~m3YTCud=(=8#&op44X@4#!1$=I|MA&!L@PD zQals~j7c>(?;zgnv&{zdvbnyU_3}-n`al7(68CJZUs*5jnXHz_Rt^+uC6;JrCtIUm zzol9!$=}!$@mpgY->goItzR>^cA&7gI5Ay<+cnB|{*_cEo9nipcWR?_V`HeWlJ%Y| zHw+Zc8!OdEp+0-~rq!WB@=9Ulh7B-f&Jm-R@Ansbg9%=Y6HB1+4#DR(O?ikpz$Xeg zw+ZX&v>L0O7>fk*+@>+Jt_lR72$-NB+hp`01dolUgv~EAOKT0w+YrF6fr}jkjK*Dx z?=!n@-8ij(Y1*d?Nek_-kY?VOrJ31tlD2N9eq>Xz;}$G!&PYI{lpVhn83~ANFEIyZ ziTZ?a{oUbQ56MONXFxt|S>4b~nUDIdjF@pC)N&I{V;1!qJYud7+bu`*Q~pf2^NG%K z=Oes9FF2ey5Y0L3c8~@B#+_QLDSOS{@1&OB z%23PKIBVHlQJkwqrc>Z)1qq*)Bj?>~fwDN}M=!=&6CCuJMzk-V()>`4r zo;qfUsc?sqm*e-iV6|t2eg7{5`vNk9{W6>C&AS756*y`QP(4vAUG?UpGelX(eyO2gfKB>(0$ks{n-)waTV& zmt?40`wGXa+*yS?l#DTA9Wr(8;N-pd9j<4}??lITX5d(Wj&0ATW0M(b6`*6HR=SSO zgV7u18vBLt>jfEV*1m@E3U^k+4o-%xF%L}bTEO0kpL5L;zY#9YWZ+VOR=p~lR=qt# ztpc=4)XJh&YbeJ+tJYBe@!%)aY{VS7NLvmFjna0457q8;W1>l!1mB8fSmMdE#` zO^seO+2@vxytKX@I zjmyBKh-nfF7dIFrv?vKgQYNcT;#!1444WPkH027coG2GGA0?6i&D68TWDU9@+K`n9 z=|Se*sTvWT$#f`NfQZo3L!R8k@9`r_==#ys8)?%#)hsKp^TF|fh zfVB7MeA~MbD#V+21QOQPP0;PXhF1C7B@mU}U+C{w=B4`k3%x_tUD43UM7iF8HN-~W zNMB*qs=^iUXQ8^guov?2R%?YM{I!lhG6MC%9wZje14&BtMr~xEP@UrOv5eX_n03bw z;pOsPmNlxdd%6ODR4ett!bSTFW2N0i2+l3=x+IexBZYFkFkLT=4fYfYSC>lSIhKjL znMMk5N?4(|w^*Ji?wTkSaEeJ(i%bB>x7J(5S{s0)=vAYPzwy zI^BT(3b?j2Sl9%+{~&gFO#zBswH7N^oS3NY!}>u5SHXj!0=!Y!U54F$xFido_HlNx z=kN`G0aiZYIj0@J0BQKq4G;#X zVa3la^isC~A4)fgBD~?H9H!$?(l$NP?^4MjG4f3mo0fl>r+h~b(}r8JiLt^#*V=P= z+>)z-SRQW4!ICu|hvalqnEic)@7;QTs(yen-6wRzoA*o+d%AT|-GN|+3z|C<_3dLM z3_HKCd;MD4UM;Z(4KJFrxURjCj$enUj7^%v(8IABbPGtxg&`rfCPXihYd;sg9l7wK zt5gHIdN^{S-;*>+$E|WRFAZd?$Qf4Cuc)o&U7$q zMQd9+8~;y^*Vyn#j@LRkTJ?`rSK;W^Gg8fA@D^K^IYV0OK0jn-bcf||qcZWkeCXke zCRp|gw-XW4@d`zfuFDc2>>PCA!%)`+6)kC(?z)_c1c~bcuTwKT-BYHcrERz_C$r`| z=!Uv3tASW9t_w2718}|Ebx}q4Z0@?SnJDyJa+->wqVcIiP6#QQwup%(U^eA=&vaR$ zjoNT0+KQ^CYNMA5nSi|tKTTF`=yXJgHVG-)X5ss}l(#TeWS}WKi_M&y`V7>GUSM`{ zt$Bj)v*ar_7V^JJ7+UT;L(k+4E#<|~5S5P}c_t{#hv6b5ejUymXcO&1;zIc~ZEaqh zYfs7KbBv25wfmQPWMhnAmnaj=i8ko{z}-kuwLD8W*gbKn4=gBKrD|QfwRZcC9LAQjgpFc^FpiX{q#Z((R2@@iAr+)&OlQlntiVA+LJ*~q?6V8 z6^l&k6)u}o?536EdU9E-&;aJz!k@U;a-}CmG;=yq@$QA<#qVm~J$p)R@6$2VrAIic zZz^n0diNh!@W5D7!G|s%#(?$oODbPQvMRPK>jtFD|GKAqhriQ?r~f!(g@dk@n;u;M zJ`l?T*A>=yzPCD*aVQpjR8ZY*GXs(zcN@+`WGD9?OWk>(P}KN+8vHIpt*NMlf#1|2upcHo$5F98QGNati}Hlgf7<#Kg>G5pPSU&w>k=kp|GA9g={nRnPNLI6(BIxD{|2?4<9xlB=*=UZk2M70hFni2@ZKuU0MD5)Tg zUZm4j(Pw~7N*;vf20kLGOixbjADpUH$9m(?E2epUh4t%sJR08=zde4+`uQDl5?C8& zM0Y7B->+rfQlIG#g8Gb2Upy^i)hN2%-yWze1XltP-o8&;NI-fLugVis-b67ab5E0* zksk0li+fIY2e((yv_XlWd1qFdp9T%*)v_3Z464S|_npbHb8clP4|pv=Itlgo1bdDQ z^bFa#2aptFAjJoRF?s8043;)0c?d$X@g#-BKAe_MAo?eePyCD->f+=RG64J%z8C7_ zWzQJ!1+zFQ^Udd2p!M(Ii>w<&csxI*tZANT%O@gbCAW__GBGqI|8Ad&rZLmQ_n~IO zP;9Ag&f!}AdD3FgYFDZobLI4D8zJNIcoNK9hv41OiRm#GCXAuT1BLPO*jNd|VntN5 z2;@#2J&w>>sSrK+F=+6a-V2(CWTh#6U(~bQd|y$m z-w>k+6PReU^nIyqQws|jQwYK`*B3=u-PWLAaZnezz79@$d4~@P3BRre`S65a+whJh z{9<<@3BOqX-;IP{&ro&+g*!T{(>OXx37zzHNZy?o!gY7&1{8@p;Z43GJ=r9_8j5n+ zJ)W{zoZ|7Uw;0qIe3664Q?PnGs?b_HJ%o#~-*YR}PZ*%h?-3`8>?Z9F@_PoKZR}DT zt=3>@J5{YP?+11>m5Q*Li8V%^(7?L2(2t33+)gS@@hK-S=X~CSyo{98O)uvSq~x~S zD7~E5BHg4w^LRcA z#PaZX6xIl%wrz2~kZbMxf?FVH+GY|2&4;qmlztCtp0kU$t}BXa+2;I2wH^SPvYQAK zo1iZJ9%}8><{X}huiDb@p(v|cAM`E`>H&VwFOU)I7s2J1c*p!6b~h{ip0jq3*2Dds zm1+DPpxjA6XCBfQXxD4xA6|Sn@LqLr*y{w$dhnI*IW`N;;uObbBXntc2GzOSm5ius zVG2c^>7G-F8_#1k;BV5p5*Zbw&1SN?hs<7M7y25gkLV<9F7!q&{dt6yK`!)36Xi;&SS#!<6&uswIm2fD#=cUi66boL zw$}1(BH`;vwPA^G} z?nS*@k+#EKR-ftavigh}^$JU|)XMJ&=T94s^KDRCm5G6nIv@D=0ac2 zb^0a2ZSmNNp!veAG^GoTdg=5QtpF{mWpklLwIZM?yMizQ3hL5@rdU8N(!hJqkV+7i zE;L11-8R9GaZnF%p+Ad^U@r9E;vI9L+1;#kq1Tfjf^cVgZ5n5ql+j7II*DasArVQx zr%xb$8wI2K*V=ca2mB6EY^sZn9D*w3ik>SyYJ^lc)lO9bct$VKwQ!l6J>qeAK|b-wG4g&S zoMMceCS0b8v>an%^_e~e z+Zv209Ml8GykAB}urcqWc*n-P>~40Cd0AL}hsV5p(}?Zxyqv;=lMxp$DaJp2%=_;s z80(mqe@8mwpAf~Sy68arcE-FvGK-T=_~vUZhV?!8qT^#;!O)ho{h9>gG4CIsj=~si zW8P~yT>gNxJ!s5Z*_L?^D(+`5#;JgJvW6ChCX0>np^@!Z?Sw-TuiCk8pm6=fShZ2d zKPo#$2Bc@r`p7N$mQJUf7u=&FD^*0n%_yv9z$GroOe3H#9E8IC$Y4 zq-}**J{?IQ_FPXz915m7l%ZQI&xYbGIO>@y@pzOM0Wrm+%wcOKXOKWk+k(mtuD2+@ z*n0X>Yg~F2$jQn?ZF_^6E;t}Znx_K^>0)Zm8_Z8RRK*GlsYaTj>IOhOq=D}6cG)}F z`U~hhs+B#p@}BWVu~w_@D zAg(nRja5f0#Ys3%?@Ty^p}7z?LGCKmX0|jJz{v%r3AkBUsqU*4r)KUn;uzkIxUY?F zceV?`8+|aj3WR~@4=86Jgn{tIIZ%%w(h0*aHPt$q(=;aT0%7=Wq@5Oq@9|W`VO#CM z@Lf<`n9+J*_;o<6%P_o)>n@5fhT$_2hEr-C1!A8Pj(0hy@NSArR80NG<^W#wc`Cp=0~ zbpyz{wsvvctK8yo=)Bc`7Oa$O7e^yu&AY>XQQzvDeiKYTQWPevjYcE&nZAOdK4UJl zveSbMJJ*HtLiKk7?SD0tmYe;b2gLHQe}y$dqP78NnS;PUa0>)Y+vJO&*_)N7T+Kku zb57j*l-IVJA*yu*(3B_^CN|M%xtc+(ozAmlfJC{PLFY?#>w~#s2lar}j4CpMt!7N& z9b3&{ce8Re<6J!O0#DBiU&u(6;v^>D$+$gveozd4`trr?C<)cKk)IHJyOSs})jJ2) zx3h9_n^~OfOgB$hjObSQB8Qa=dy11pR;>f|B>&>|iZ?>dgdN+~D<(J~zJ#k}9Q=xep?3$X(%$e=8{o8s9Y^=0l|9w%aIunE!)>Q}{5p zgR-=+tmyBMmcx5dpXuI<`iyxm<^fw@3~zrMe#;l2G>h$Kn=Su35X-}FX?4KX6xY$u z2iM)>u?U)<%}P^xEU0JB&e>;jOYDH;;wdHnlK^PvNV!^jIij>b3@bgoAp3 z$8yNMzzF8C9Ex|$V_|o*(qlObx~XtyCDpcFpxjA6WggOx5l(kePD9qKE(&{_^i*fy zD`BD0?RY1rn8hjHN!@~QC&CvwcqjI~lZ<&SqbV5IVxQ#cP#=#^Qs&8G}K>&~39Z`?wzO4sM6Xw-GdVWu+;78`MQ-H|{f8n{OkkwFPL(t|Cl$ zqS10ThT1>1LWlR^tG4uQDDvv|2tAC0dVp{95Hf=KHh+$H%(r28v(mRYXLq%>uUH%F z?Mvt3OqLqs)iFpnduE!Al!ACCU7Vh{0XO!=o{o{Aq`4@rNQ{&W@seLjFZXGp$W-?n zy<9s!&&SQ;6rblN==&}?oP-ZXE4E6+zk)t%&bcvWLUfh;5o zC~QmrGtpwLbuH70UzW%ud*}w>U9fY?NYulsTi5)v@V` zlID#1UnRPE(0yu!QrV=hKd^b8H}j_dUT=C1GiE(oi?t#EXQ`ItP~ww@>I2f=Bl2yp z^g<6u!YRDai~IX;lxG8T&v09*Qm@uV`UGe$InIFvIcei`LcIB*`0d^5C+6%_-Y)dg%71wQ6)BF$X2Ms z0KxgBQMxa`0V%5^`9oBRQJBBLQws;ox8ca2#~9+EYc)|%{Mh9{EDuMXa>wJvzmQ{s zD%HNe0zW>trT$a4`-E@wES_r_3*s(DpJ3t*0XJH*hEbM&b9@XWWi6}MhYf&JfdlFub zv{fieHY-{7B;4Vthy!y}EDPO}@G>YaOmRJ6b{`N^z^og45?;dL48<3BQcI}`1jt$6 z)O4`e)KrmEReYFHp+w&uE;AqE$c;*BvzBQlOsf#2zl&q@clN#?!4|11tBe5yu+>S2MVQcJh=>B%l#6g60Qe78X24T!ZIAhxIV#cAgFpcwgF?)en z4qi-?a>vut-OfGjF~YL2<_PN228+QQF>DZ3Fc%xl&?RLYyx->;yu&6wIeJgV>^Njs zHk1nF-B+HNfIQQ23JJEaKkq^OEUv42F#l&nN2$AG%u4Fcbc+N7e}S}BcuAaT%V7Rt zPemMlmx?c;&h&ekEjS2=4wD`MVhX_I;7qqnFmM-#7!+STn7^p7zFm``u5eqr(PE(W zD2m&v8A27`n)-d!`V0;Gix-VHWa85ciRU z$IpPxvN)I%@Q%g7u)A3q2QyTzlp8zul`#KDa4bx!6A6_9(#FHkQS}M*_?KkR*&Cfq zpEM6u%7O)d0kdXU%o63j_$|J8NuH2lz*A9}p-`Otgu=CEagr;W?}e^U3y*2el`W2L zg9IqI%=AXL!~bx+k7r%Y2sV+CAuX$57|H-tI)}&*`yq)$W-X&bh#=z#5qs)%g|I(L zv+e|p50|aduif0o%pHw_DRD4^KLFGRX|@#^_d+22S)>5HZPp2 zLCDI^Vr_K1+<-GZ;UuD9;6Eo#5Tsd7r}6&?vq%YwW;d|he4X|Nwik#|G>NLFGKzL$ zChstdlNz)6HQneGT2{fZrTY7^ZlgLQNVgD|u) z4BbDEm1XGu_jt$9o!zyM?v9%IxGHWnHtaAK==FBk>P-JuTcq>Hy~S+}v!%NhmYm>AVGRvxUt;d<5D4RwgwKZ5=;$Ud-k zMy%45v9kK<2O=+JCG;xidJkZDXlbB;-rHCSa`jFX$I!)tyRq^_v4KHX1BE@Xm2IlN z9#RADDi`bPx7DWM6Y=IwB(Q$vO{H43zH*=doAg*ViS;Y5DqV36{4iE*6nTc=^?2Tf zGW^kx{9L#Fyi*&c8yiD~m5gUAHw+ZcgG!C=te5xftWOn3OGAa^mBPvm853q36Jw;p0HZ!_SqOsuQZNUSDkjFaTamp?P>su<&&0QR4$jZ>Ft`bfPF z<0)bDp%1v(?BGmqv<)f{T?3a=y2f3K@3XbX){WD)*ESb$>mqZU;y2Qe%*a3@~(rX~=LjFqp0-rXH zeAEtsGqP`x##ube|BJ5l7YA_VXh|V$82yqCP0eKi4g#y^g8EO@vaH3Ya!YvX5 zZ_2#nSHic|8EV+R+VP5aR_&H)vkoygOpTLi3&}uG{!BRb%nTe0fVPd8f`A$}xW8_Q6?_VtWcyTf{>O=iW+F!iiQz8Sy7Ii@}!T)QO$*8+5H ze>PpaD?_aUbWPMs*EODEomi+P7yaup)UACz<5kX8&$1D7B+h6#p=6Zy1WXiWT?vDz zml{sWoro??vckpweECc?9X}GQ>$V&hZ{iO6kI8JMXHBZt2wx~%RIHckLxrKK{pv3L zN@Z}E<+(_9K#Hi_MdE$x>VM3mO-A7Du`SCoPWSp8(pLj4jr>&v4*uR#9fy;nhTjHm zQv6#eEo>6Z6W;&NKun3S4BVv1G->MsAYm{_XpwEl;#;^Dp%B9+&^>VmM6izo0`r8He*|M7JnEjlLjW1=KKB~_!VS`H<#PPBWN z@OI8vg9)xZWdYlP)O0JvGSmm8y$8J}-1GMwWiK}a{T>;qh5g_lKs$-y+6N)@rN7YM zugrDJv@CG2*VO(&IIXO>pJ!!R2iqF(FSaz!cbp|^g1?oDqvNnDxW7~z>?stkE|uc6 z2nzX;!5%CSCy-@HFptVh*jTPXs0`>Cl7j^fAhW740ufo5Lu_OSHL+0x=NMM>U_DQ~ z%U{}69KAujRl0GiSYd%(@*ONxOxMbCCm_m;7kmZWVVU9;D5zE|)u*bQ3}l|6ZQFz` zBZDe5aWekWDA;^meFCsU8Ul9QKG6&=6b zvTQzkCkqDFj0_a2QyfEBj-N}}A}qvR6dQ%&)YJq-PZfaCMc7Eg^rb#nxM+W2thBp0 zJ<%wvWxT`*97%LnwK}0wy$Ie&OOyAmIG-`XsH>xQSqdtrR`soXQJF0jhZQD0RjosfC%eYMI82 zq`qvS!M#*@V!r*8Ok{N|5QgrE6>lW6!iTQ;FvD|Q&Xrv4tCH5~d92nVVbx__qI^cZ z=d(O@aCjnZxT~ufI~;Va9*)OdT@S?aa90U)Jg(}WagRzB={Y=$RfxZUrbR^%qy{U* zW=qx6aO%M|h8`%N(Mmk0Jv|8B8FqD^icqAAFdsp7rn#h6+6@lUM0vE_n7NZF3b;)b zIIMLT1}V{lx54E~ypsbL0uW)Epzn|J3Dp?Ld-hX!Jba;#M+UP}(A)_<30LXmjD&II zcO||1n!I<^e5l^OWgmX&W8Ln^^N5bVECk_W-dxI*?Wew7ipBnJT(t zdBy;B=W(u~Y+DWOkw`*Y zx;RD{+POW}jiw$sRIrT4X+?bE%&Aup%J$M=LrL2!JU_qrg_N@kiH!A*;lNeJ>>HLS zY)LB2VA>uA_uG7RQuYx4k4fG!=-OH z`upR_MLLZ`=RM9W61D>v73~TO7|1yDWcDb)ceZ2;9<7y}%1tvvJq z)%$>0SAgn$9H><3J&yuaY&7+}42(dPPcw3YD$&H-g5{GIsVDK2@wF3ZgrsaEs`qmwP(^pXy1tF)j|8sG zQyKW=o|CDIHheLd|7lHqdw+k&Vhs}g)-C?H*Lf@+CfRw7lFymFTQ;zqgk(Bl?I!?X z=c+9}bd_pYyBMRe0FIFS#?Wq?LP4z$VVIN`^&O$vLZzgkdE*s6+8fQNLWy*I{}c6EX~vJzKr*K(d{H=G&M+9F7=1 zbd_pAbDH(fH%jgZM+~GxVd2f5G93Wg1~9*#HQzxu6qw%)#PR^f2jx=fA^gcOP(Xa4?! z>5`+5!H2o_F$-Ux^uVq@W--1J)|y zSj09II3>A7mn7Syj^9u%+S*lFUXiCPuggi6k~3k_Jkq+GgR<8r+?;$5p=UqtnD22H zEQlp(808QV7Y%dWoucgbkmb4drs&?rD`rn6W1BSHi>0)Z@r%62b?)tdS-6R&b1`mZ z*646C@S&@_H-@o?$sjGR5=qna9_F=3R$XB{IME|&Ij{GW?-+Wv;cmQ|vBE*u%1zJO z!k+=LJlqY1H6CR8Kiuh1g?WYUbZpGHVa)8Ug4ANU*e9Zxvr{oXqAP~e9zNEdW`yn% zc_dHO_#9P@`I&c#sN4xtjzd|u74P<=M(2}mPTiGI*PDa6Dq5*;7zwFX^vE*-eIC9H zh8EGiki5nkS>Muo04Iv^>0z?#rhc z0HV(To75b9GXmpFm0rFVyWUq=zn^ zI=dbyElhJfo!!wuERW7EJ?A`d_cy#RTo~LyLDQDvU(lS(Xd3A|)<`u=r{qpOTMGra z^h|xm^sFznRZ&Gd2Mg(%qMa2i2alp%0L1c8v;fw5H0{G&(^dz!(4%RBrbE-#N=*v{ zM+4HXLoIMXn)-~XT0g2aiRoGd9b0yi;zbJbneKf(^yJ=%+giz9g}gab}WJX%6e9Yr7>B~%9xMUilM$Y z>ds*mZ}b>k6na?2pLvKmT#_i@unMeem~U)kDVB#-yw6(WqtzTAn2saFEM(KBQLfk!;DRiuc0~K zAvm&^)PTw`r#|5eysdRoQkb70I4RF&q>R%b8S%)_3vwpq!AY;+KA-V!tS>v3@|AeU zj-_OGA?Gu)u7ghKcWwkac#+70nzlbY#oZsqq&nRpE=~%HJ3YNadm&XcnjRh+nkm_nYC19FS>+f=rTmn62CnO_E(PHa!9r@nF*zxxK!XG%y64 zR%|j;@KR*5zConf$U*_%nI4Q{@H&4%H;1Xq;j!U2w?c>tdvAztKzJYfP zm)KqVxa6pukFgSx=@?sYI!t;vsEb43TOF7CqomnSB+X`bA+awgbMu$7<2y z6!3lAV#L3JFEWEKONPnZ!lfL16DC;ZrzBJ3IjSRoIUc-yoa4}wq)i^YHRq_Fwy`wT zfNaaVMec0KMLs$)&2pf#)XM{f@$%SMsRCg*(~T)O?p&nUrl6de3ekk)!!^N&FSZrX zuX2VRLrMaM<&edHKBmB?Y?;3ee4sMn7WIbaj2?g?r+-m%WHE> z(fLSAm~KDJgegN^@=TvsRKH`xK69V_rQz*wBRpUulxDGLPq*w@NqZI$%Ra3rv*Nbe zXa9AsqZbC(T>ynm?*+~ES!v2hAk;HwhwM{TTO^RERv*xmm>ecB(P$Y7L~WZ|n8T0o zRa<%~6lHZ=gPy}dU3e*J297U7Mlc8MHoRjF8oQg7p2~od{W^uS0$qn?rd6TQNq>c; zqK>gmcUj(uOjlhN@)g1HHxremTIQJiXvb@Ly;+>%wS3EBG7rEPIe0CHbFW2}lErZ$ ze2RUS4?qn(zRR~b%)N%REXa3hLY{a?fkdf`kD6wcZ) zGSE|ob6G}V%><5tX|y7&Dmk*Q9w|SJkUDWGXN?T2f`-G=Bhu-?o@iM3&mm{_Vq{q7bwZV+0l?>v^!Gb3@ z$X&;L%J~LL^wDm#{FD@mLU6>_R7Zc}lZUPE{}(Qxzas4iQ9Yz7*D9vq*Yg0_?KkWw ztS@XI9WPcYrHMKW14`vRLagGr zaDKEgN;n!yv-F_ZMhT|@u{=fzggHWYZCSbgjqC0a!EF#UZHOUg9+s7+94(;!IUQpk zkl98HqFTSxfGh+$M5EwD{yRJu{JthZotWr)3p-5Tv86AME_rGEi1selH=8V^mRCnE}=9w&{KzV zs74x9AXvC?>tzM-P#`?3(%|t~=Z!ZSQ}v&6Dh8059InNJaN>iVNXDvFTcQ zCVCLt!gnz)hxSA#!)5av(oR028>BMyDWIcw^|>52Pw2jfV}!YM`u?)~ukxZul3(J?MipXuWQ^%;}1vRRz;s9z7~MH{1nuRv**UNhUM z;QK%7l^ayoA4TlKdOJoDqD|IOgiqNV{jn7hJ-*X_aR9rNXht_j5x0_( zsX>M4q-diYMcjgfQ;Z_4XN&0rh*u#o#{fcorVk+0XH3MFGs#{X&Ve?@4i7+SmL4|S z*x~I!ERV56%Oew?k$Ucj-4I4zYZUUOpCkvC9XtW$Q zQ1hlnmH|lQuz@;0y19WX=b#=iY48iVZIq-7`pHRj#$yGXl&#u87)K6FyG;K4-v<^S-}#G7X~C+K+Mb423QaAy5@ z;!B>&JFMQ?7apkb1Tw$dND4X;wYpY8V`^;!Qu)i&C=gy z8&DL0SXTxVhY3ABEV%X_<&TLTl9i|&P@u9oU1y(B+6EMHy?#SXBTQ(b*>X|hvxFG6 zvkYJ&2Ncu^(kzZScMkFaBZ{j*LVQHA4e!{9g5Ax^5yi?qwd(X#J;iY1cRl;zh-R^KAeVg8M@qHHQTsDhSMiDD)qlhv1 zB!^MNA$$}OGtJ!B5VI#9KimrC3JbK2A65u7+f7;&G=BJ`(6PpNu_3n~81YNRiHSH- zOV8|%Nh)=vLDZYSo$#Mx;;i@P@9|VV#Bn-M-aInD+ur=yIe7DL!FoHqdC?}TH}6w6 zM-S<994w*P!$%5Sc^OfSZhG?{B_&gf3Q~2=N@~7`A7t=WM_7hp~<4(Hq^H~8gl<7`~;`!^ug&)9oy63|8n#CzD{0TM} z{#5uR2Nzx(2*Md=I`Et|vHN~Llqsyv=DwdG5bSi)njrW6<4mvq*EsK^U1$z<-7g`$ zrx-ZvUH2`X%7=JK2g-Fv=6Bn5e`*e{`}45g4%c0@$?CfMl+Dp2hPv)g5two@QH^f8 z?l+T?sYQh-rC_jh-S;Em6t2728nCNcosb#4^sNC+Bo}G4Gw- z%}Vcmm58_AImr%Gv`w~?Eb8{Nom3*7^yUvC1;rqzd-ea0d{@1C`Wf-=e?s(@s+t4R z+X?geky)JL-Jfpr?!O10_L=6BosKPLz8|3s{}!}}L) zvU>kMWpnhXR(W|Gpp^n+<`UKDruY90QZluu5Tz82l-~cjNH~S}FDC9GFN53p-;A^z z&cFIhcmCC9eBvI8p@?#Ic>CM%{kKACVQ!?y_um1;^6>rVAyb6>Y_9*ALP>{%EAP?# znCN9$iAvWWHO=Yc`Yh7s`p5NpDiF=h^{3`djVuF_NY|hGCYreoqvz!yAK?1G3OT`C z|9kO{x&G{KR=WPD6-OH>0&tG8jR^+f+fF+A^N@awW4eF;Ze*^&IF42LHgW6!oaiJ~ zBL`Nuug+zn%w>CH1X#!mc4p+o^QHYa{iVAq4BEkREF zYN$qeFHhsSd%6ODKr+zc)YL?|GzPhV8v9Bm_*=%?Boby)4E~x({4=E5sU+?LJlh=1 z8o{AYlA^llf_#mX+;$_S3-UM;PT_(aHB{Xd4e|V>gOGT2xH>jHQF6N@Pas`~JEA_* z-4XQ}Q;uaxu2)_pHTPeH^Q8^f&mShJHtSwoCEd z?gb!RY!;{ZGEW5!G!CJkyM0I8mG?%WC#zp;me=w;kARcaw*h&m@{xY1&E zoEop`Pg5(69qap`4j#w)siL>NfG{w~vHpI%0aUGE@NQV;MS6O0+MJc zB8}pLyCAqT?u??i&nSqyj^lzTj*K{ebzEWmpL6eh@7;5^s{87_N;_k|FSlOTdv)%; zXZf9TxASThcug3*4{T^?d%T%`AU9g!%@A)qg?ym+&aeJTwOSkPd_)EvcgXQ8j@tV{qX+M80*8hnf6Z?8SQ4bnYSca@d`*MV6X9!JvEvX7LQQ1OJ zzhhz_gg7Zd^C+0zPdGrCJ>geJKHzA)kEZOZ)e&SqC|&#B#{gMVPfKBS4 zc{mBL*vtdFnvgROFWl7M%)tip0tx&!%Xx;~kiK<#;X>rDJiWjkC*kHr_(=O^70%bI zlV%mpOMO;hyAmG7*=_5`i+m{kz1GS4dDO`958@Wu$k zj#-7qs;5=71X`8Ctb$maW2UN4CNP@}=MY{8H43aZEzX@M{N{OtU0!ntm%`3ESgXm2 zsRXf^BwAMCuh8qu&joQVl_V!UKp`)%hlh#w; z6(~7l;Qigk%0ti#)DZ36NLJT`k;SdEVAg35xg9-{vHsU z2(sQYmzRv5L=rAZYsi{xcpGZp8;Kx658F1p{R^p?LYI%Ig^9((+dm@VCWg0%DR9V_ z!7qY0x7t_VJMN3kM1j{pzNbQ|e2-cB0g;=CtEJ|?KUUQ?6Wa%BOASts0AgvFn2|{i zNWDlv>Ym=65kyUUR6?RNlM;=`!l;?nL7x%FM7vC5;jmr5CwAl~LqR?s3sX3tMwtM4 z;;}FdvlR1OiK7(@d5^L1Dv%H#3$Mm2HWp@A6LKtk;y|HR*ud9r@}?bum>pxj2%Gp~`$#kFF26yGpjg13Z^;+{gWdRVI#N@ZMO zM3Hx}Lql6ju)PpoJ2+Ap9feJYrE;y(4QrF(FZl2z8ny5^HUs)Zhi)NVr!b|7Gg*Li zvEcH}q^foXNUtL`x7^7%KpIEFO$12IzkKhG8P`5BT$< zg|X#(p*909I26e--uMI%OCuPPSR=r}G^$)H)b;`IE(oHg5GW-2uB1fc5D0b8>g#<& zps-zc0@2u|_(@I+fvCY#v$Mn~u6D;E5XEc709T?XvXJ)(f&LRY!IlGljaMuLVpkI~ z1nSyYsPzwSfQ>DKg^^+tI}wjHMnQy1mVwY-v?hUg`d-AT_s4L^U`_cUfwt-RaQot+ zDSCBMJoF;dvcc5eO1T)$68djPJVdWC&4q&lfIPTm-|dLUCuo(&!hvX&@4~@J30mc` za3EU6bdpPzs3P9BsiFm&jL_#;I%uqZT1C$TlBE!iAHc(L#f0@m1jSavp!{M~Grm>D z6qLV6_}#xLt|-_#ootgGyf8uyb&J^PT2NlAyMBdg2|C zCk@Q)K6zknp;|3$4-rh=n-^Sz_4DXeEV|4L$Q*D*Epgp^ z=rk3(K&##6sMaD1IryD1vVAUcXS`@MR-x40(|`#q<#i3J^NXPz(eF!vm=yg^WeutC zQ7vvNZi7>7{iWLYPIe!pSRUUQti)!#<2EQ(;nk6ML$MmJ>YOj4v8Kp(z0f8U66g@a zxI=8JKvdl&Rt=3Dg8w{2TYR2_xAl4q^x>^_)3Mn+MBPHX~Rj7I4retDa6W{60VQ&-jX>st$^Faw8hC)9oU~`3`g=;$q{tJoA2DmS6YJN6t%x@iyY0?;xBh7lcXQ8^(jPW@jCL1Gb zND@!CH|3ElJ4T-{OB7;gmg-(4GV5%vi+YeOeNZK>JN*+5LP zq1~_@Nld7@xzdfodggg|!C?y_(axkq*Mes8NDp<-Iw|N<-?NYeRoazdyAB1SG2Z)0 zPINn7E~W-g2Sf?5C7vs#!)UcHI7?+A?=e?8ikw(91Bx16vAI%qH8JN(saMF)woI3z z+o=r99%sfYQTuOwJCY25tVdu6n=_E*b2pH_1@$l|;L#LR$Pl zD_LrG>ea<#v6V%fOkK90;wV%;glq^dYWB%|aEbD$yoyYiCEp;7dWYWfDD1N^D!3YI zEx2&!Vt9Z<*IR%*bY7d3?TLEJWI4Hq#(y75&?=8fSrRf=?jiwRBq!DgGrmTD-L8D)>+oVa5ci@%$;|}&w-yP;^2H>c2sXRXTme@H54@?1H zjW=tB>gHl?yv`fU-1X>4vA?vb)DLqzyN_(|;d=ze*}P7DCVbHk*aU|yaCS%d6gH#7 z<~P2^R3|kZwD<|58f){`DK>fcLSN7qNC?UBpZW=*7jSW6)8-GAIPV| zDL|Wcr>IyfCd2Con+U*QPV~_&KZe0GH6?g{e)2yyC;6VB-!i6rGI1;d=)(T-{@ zz#@-;d?(BghwA(SX~%^5Y#8uJ&Sk=3H_7eF)lfJW}=kxp2l4RUI=%7sHLkVJW~ zkAhgV!rR-yfyte;QdciiaucD-oyS$~0Y!n}EEQ}eYXYSyFPr}vkI%&D7TPeX?;Cgc zzxs@UN`JX94BMzqgke>EdUv^pi9gehUQOrmA+6cft&~)*MpaIQ=i_vERs+;1 zLgiY~)GuUE-tEC%4$4~y6B2NC2Ml>sqz@gRHa`0N1vG|Qg)#Leu^$e1k#%ZArK{#H z=vlvL(P(jKQy0r2$aBD6HLo)_zh`}4Zg>nvNpRMuRvjzG^B{_I362C#i-=la!~S~J zR0EI3pI9a|wBWv54elE>J2E|W$uu7~lq;3A2;rtlTR+FqdJ7)O^9h~@lPG zQKT!2Se`W_{_Eq87FYz)Lg4UW#u^Jw6?_4i@X^-rG(6sD-*jCwp zFHPD1V%N)F-Nov%<&=D7sDeAZSt(%4GkeQ{eWMJY<%b-8VZocW!PCI}R+O z39^ijKhBA01BSZcaJPG7c*F(Az4npoQP@n5-1(pcyCmfoSnN&P7I}EK@L+}bV!1gs?k5_D8GrO9Q`fclZKX5b9ND-Hnw7i)nw`StNU^t3lZYXCmoC+CgXE!ngQQBty+!g? z;VWKA_zy~H+ajq=D4xC=jVXuexp3l!MN2%l3hpB+RQm@@wPJs54E8CJxtcg)V!=*w zGDK}ZN&3;0+Pa|MG<*9p!LpB$suDqejL?+-Dng_FYr4mkyjg^P0$a-v`Wtw~5Sm>j zLg?5w5x^duN}}3$qj>XXS)WlX*Q%xB==gdt<3j+->a)bUQe$vF!U)dd=gner)DHY zjYvoJCW)C;SyB z;(nA^T0VionT}kDAl~FC>Z0$*ld7Qawt1L*a5kMEh>$cNoJa4}<@uJ-9{H?+G($sr zypS}bDQt1M#&{y;3?$sdM9d>|=4^}SU!r8xYgt}UJ_~aJCLIbVTi|R3CIDsWKV_MB zbj-~yllC0+Kn@WIG$7p$Mi@Ny5X&d=#7`gmC|df&8JnKmngXmbiBN^FI*DvY@zRno ziyZzS+AN~0=<<|$7Q&}KQ8bO!5Z>nzJYXsj@FnRAIGz^j1;U`VOue*eA-rirZf(Uw zeI105ebg^?a%dA0mzO=_w;k}GQVt9{+F~8FBz{G}0Aq`VuF-THi(6G7mc|s3#vlPu zru0Rx5&$L3_e4HX)RZAo=DQR@^Inb-ngdb824BcH?~$`>fj?eEI;kua2X~>8g%i5W zCK{p6uVN&$6kKPeIfn0p2OJ;>&3X&<7%$O7Ik_7zaxq@O2JTQ;CouzGy!9opDJKCX~v`5@hr((S`pe)ub5q{uT*04tt{*UNfX8=uW1h z80HM*HdQOba==TS*GXEitL?3wJAZv=2P{>dtUY=adzNnx5(k&Bnzw#^?nFqPp={6v zA{`xyt?Pj{Ar*QiJwnbm+t-i;cVNx`jL5v>eVN<;UBdpSld3?Auc8CBNc?#Xp>J;_ zSH4hf5)7OeHHw%2!cWNY(Fi5dsZX>9ik;s|xTV_z4Y!Ua5~2X0g+Z{}&S{h^G6<~dGn=$6U$Vd3blKp$*}YUq&mn1(e_wY(lFSkzJj*@N7z zQw`|WxOF@#P|~Fn*Z(p{Lo9kMw^*6cTL>P;YYAUO!mSLdwE54_^(xuSv^Ntsnu`7j zwoG>8T1|vQPx^C6#v#x6?nh8tYB2PlKum(6#POZRAO{ZJBXH;kgl&FZ(hTyu-dqtR zVuM6|OvNA*AWOV4kgg!oAxr|o@wOAXEUOqE+W=r8-|V)Nqu&o!!?vB|@QQ6aVONQ^ zoy2=Ive|NSMt@}(79fiot|?Z_#UXZ5*}DCNB^1m>xlfJn)9f-3%yL7@Dnos+$sPK{ z&)0S0J}v35QP^{Xhqgxw0|W31#!h%U<4~anFK6szOPcwDWxt=5y9 z#Tdc)Fl%vVZs9<2v>#ZvdBf;Pp&!;+qX%=d7B7Zek7Vs+59!x5q&x!^#uifg=F>dK zLCof`Jo0H`Tm4`{+h1}5FqrScKSgh=v@7RLxGP89>v@1d?jfVOFE>6xJl3UpwUND9 zSk%hiqb7Q(=CSQbuE`-Y@>Sx3>-s~x(g_SwxrxIk-k2>jUe^X@ z%n&}r$_?!S#*XM)!jFH-mLDHz13zYluGGp9{RzgA_-n$Ff6bO9UupwOcxH!i5T$Mr zrFR)C45=V~mMt58oIV>Y5p)BHwrmt_>@~IO=0TTI*eLn}zU$K%Xy}_pjp0VPf%I@I zDfed5H;F;w0-^&D4%rSX=%KU`XNy&gs-J4CT!+;Cin(H zwj|5*H?w%bn727?;>7;<_<%he_K5=IQ8JxqS@~AM-;A8(gXHJ4v!5L zFdssc;hJsg%$>9Pf*j-?9D^6V*Vt$R_sQq_mQ>1H77XMT4%TWTqdnc-Bis2N&`Nc4 zH#|PtJz6Vl94dBiE|!Z`*zY^g9qke2KkXW<4G%5u+rV;RGIDFHh4Sb~Wwh7=U5Q3m zLA0${tT>*Wq`!1D^8&(CI)o4Y2FI4tjp3EBDS!$?t{XWOoq04 zNy@6E)y8#dc|x6%+RaS8Y2~^wv2v+ZE{@o#XxTofWwjX3G<7pPV9~oZP3oPR@WQ2Y zT3C^62k+Z$E@s!9iMTc;eHB(7uVa*vFmY9E&9P~8(13X#59%l1^J$*bhTnXRu6Cq0> z7VF0uNj%#DH@kA@mEfEyFonN;IexxNY^UNZ)9!`~+I`VE4v(!`^Svb$nYj`>1v^kP z!YNQSAILsRJrNa#z4p1LSEj4S@zIZ$17UEsta|O}2i~;K(5mZg9eh^}>U7jAb*2Ap zF>iR4yTRks!@R>$rzKcvVO{Mltos(a#u1!j|I7P;SQ_hUj41+fOvgIz6BsMYZYtsk z<)oMNM5;0ggRDaQf-1z0_*b+AUuvr?KbNK~pGZlTGH*OZI(atbrc0hFdGAoOUgph8 z(YN^2!Yz!1wzFx0zgvqGQAOJShAON`yRTYNM22CVW8(TRNY=70<%1N0B{A0ik+Z~% zwRqE3tG26M?62;<88_Fd@*6U-A*pT%GN1YZ? zw}7nMS@$h;jU03!>+L|S9mx7_fvmFZ49MywJr87kiz-AJJqWVCt*x@WH%(c-CnZ_R zym26_Nu(;Wy5yM>vWCs*^Jb;!TSH`>J7*I&jwv4QKa9Ccbiumy1a1?#?ru91TdaQ!_HYX`VK zAi!0YodI0Eq~`&ydwwWVY%W9@KnS?*jZgY%Z40vOfZ9?Uf*cCO(vYRh8wa?WM5=E4PRg6sMCUjE!gB5)_n_IBL^M$S^#2c*kq$A*aro^%Ca-y ztC#dV@O8T?L>WT}zFyx}S#C{JmbaxOOPMzgd^L$w#aEX+Q^MD<89m;tY!+X~=FHiZ zi*gD~*K50?IU(Zfj$vllobVBjl7^j%AMiIVBb;dt;XO?B7Kea0n|25X^ysUuQNPs1 zxz8bG`2bu;y!J|0BEH~gg9XTC2QhPG`&`y8OTKZzknU;F9(LsMvy34Y%0`|#T*Tu* zOmY#^cuVSgz^0z!wvnMyf2lUUlRdDtP%Xo&b5~+J-fq_KJy}YHxkR% zzqNwdcZ-|hbx&|HQ0j;6+~v)=!D4CiV2!=ZdTVK*Hi*yi4fWB^X&#=mM2QSku1c3% zan^>*fv_Kx2!_X6hzw7zg)D?Yo%7N(lAD2mHMv80xGh~C#u_(-#>BUB2U)23$ z&A(CV4s4C=z9i~|A9womLyl8Db2PjXYV%VxN0jV9v zhR0Bzi)KLaI9{>r4D4z`W@lI&o;~B6rQ?^$H=CkiuJJt~HmX_XX;^EkG%s)J?i5ay z<)P@zP2^+^zeN49#Q%YBvWEY15VMW)J(4wGTdk&J46(G6^Kr6IqC2Kg; zCj4kX#?~3^j}a#}^`GpVw=k=fv<*%4S4-QFT&F{h=xH112F=jjt7nSMPcin=TZE;D z`Lom~bHl+v-p_Yx`WI(z*q;&8GB@lYWv~gEsAsh>J;azpeolC^AY0yawShO`-ZPuh zsP`F1!Y>IkF3gr0%i6$Ip@k>K^Hu}On6EM{ku4y!`B^6vy2Fgpwgy%4#-K+ z$@b-Q*sU~hx_Y`k;794DoDO%eR|&HzIF`)eC)i9&G6&HG=KM^_9K4ie!X$I}ZOVGo z_GAtg&1yq32T-vyY$|5RMzRDBAGi6GU6a5e2b{9aJNaOp zu<7DYuUPZ% z+DY?V@oA_UwqqH|&lN9BSC!*)#b*FvaInlfX*nG5rpwjRz+}5K!Np{WV-DmB)j1KrD@Qw?-R?|5?DSEIY$qATQ~8 zY#^?wLXnqfSdtTL9XJS@$h;eS!8XK&%}=`zZmmvg`~%>m@x8p#7;TL>Wv7 z(EhBgvixzHvix;QvXpt_09unsRiJgrGbNx6oAGvURyGT?=_GL2?;{S3^-JJzFp|mw zSq}ih)({qN+G%N7qFS4Er#M*(ZpBBg}%g%tTUefbG z)?QVJGI|hXUENk$UX-RRuS`jnGH)EnY7(i6tS)(`gsfpR_VH$Av&foK0*4z>vura3 zz6l&|L1I~e>&=XfmiYm^X{$96xV|pti49y|@2JxPf-QjS-K_f-y1wB04j|SJaD7C8 zt1LSMxOz#?16&_gg(w3E0oPBpRhFMfQLoo7e9fyulrezuaA@`N;Hd2&j!lzHR8SCdFpe09k) zC43E=@gEEoe8P@q@%0}G90sBkwd|a1l2GG08<_pTOa>!dJ**^-JL3CG#W+ z9A2x6-jtevsK7m~setc+{_!+5;O$fck{{?damnFfOp0I#8oZ>PD1pN#RdE|L6A*d- zb9?3e@igWA#kAyYWK+`uPbokMwdgW$7FhxWpLR8sz#&{h?n=6{5g(n$ZB~9~@kA$0 z2^_+99R@^W7YgeJ*(7lIv%kq0eVOP{y!Y%6NVxIdGkXGuvy&unkoM9mo8en0N1&$T zW3qVY)@h#@K=3U-Q9c6*`;9aOiC7-rE);+^U^tzuz>_<)s2I za4WheWfTbel022eVr-2ZvP#qmKhE~&ha9nbrgB&awfQNUBVN4_h)MBk#;F`WFM`$6 z3B&w4qZ!^Q-u%!E5A`k;!}IZWq7`u}2YOP5LQ?|5aViIT*hw)kI1**;db6n3zkYoj$1?zQDB4 zBA4d0FHYs~Sw^gVsT_WqEpPt44ZI1nGT2l`z0b5I{F2z+pR;Agf46}dQBDRMH?#*B zJECt1Klb~$-3Qq8{p$Vj$hzZ@^2P7~PuaT{koOBZHP~)wIB`Y>8$Y z%aY^Uz!I9QK?PWPm$AZ-%Hf=B*{~>mHuyyDv6@*@IW+c|T6M1i<4+-#!_hSBf);I# z2YN0CN7xZ2b2z2}+5Bu*His{Z@#L!se!~1m^Vu9O46`}#9_6HT4kOjdz*s+=&EHh5 z42z@lcQ-iw`ezgnjx~|J;X_R-o0`4BrD$4Akt}<| zV>Yj{YqB>yo|2LZ(~eg$zKVpYM>S?|s7#(T2@^3$^9M~QVjyQvbNQai#-OJUvZeRs zD%BkSD}M2P-)xpF;UCExI>Jeyp!wttaG=;zKv5-1v=saT6~ne?7!DMZdLk;!H<0Nk z5)M9-t{TT1#eNBd!M(ETwag88(>hD5F1a=HM)<$Qys_;Zp8N@WotE&Vg=MzqS@$h; zjq?nSWwt$_>1iypHOk!Z4FR#T>oz_QKtnETL9XCb>BkQ$U%p3ZUbWN0NQT~pp|83 z09r5Uc>wLJRUyh?LV)%)ZI$J#(v;yBfV(mcIZwX|TWoJNEFX?$8>+`A*W%MA(`nR^q@~>&ia`#WBBTJb#4rDcn zR7F;oJX1o}uo<8BW@WR;no{P5xgZ`ZwEAXlSb)T`0M~9HY@Hv#o3>gLf$OrECpK_B z-%+Op1X}>trL6lFy1w9g2@q=sxPDuJt1LSMxOz#?16%`Dh%$f>a2;x^EC)0E}UQj(?28wb9cM5^MeOP(p=YuJo?yjj^SzWyU~Lpqro_IlV3%|37@4Z0r4x#TT=nw%neJ@)PRer2DB}6gGmt#L4%jH z6J>5Fsp2-KBp~v>roHmsoTj|T(vr84O^%R)3OuC%AtXA@n?;rY!KYnKWo`(UkpDgD z5^{V}9=BNe9lR5rG-YlG+w~P78oN;NwAo~Cc(=dF7=4-OQM~W$T}Zg`zB7B~hI5i+ zZjkrQE2$e&phv*w6X|j;&fW0Qq&5?4Br-p_MzY)usDEBsM=~^!5RKd+Jp4|&JdCyP zn@G47?US-AgndyrlI_cPHV&0WYjC=`Hap6+7R;MAY0~VMjNdR0Z!3k@<^;dS*2qDt zM4j;CH~##PV^+`H4bMPrscl61GZ2#^){JvE{6K`OPZNgubw)r|Y?gn~NhMww3Kse6bK#w*l2DTDUgT%g@f`O^FzC!^PTQWnlJr9ZqwN4wSme#oE?N^_tNxK5&&tG@F?r zK8W872z>;+SXcs^$f4$gW9XgwUQ%6fluaN~KDbhO4z~A3-3p)L)3D?YL9S&eF29NA zRu1c*t5+9uW#x}BJ%M^ye@fit;5I;IMCaStn@t1934-_#q_DE{qJz7Q+n^c4B4~CB z#~=68RmX7Pkq9e1;wVN3l7!ud8h<2!_AJ71V6W{^qjoB9)diqUrNU6@x?+x-%4n{# zDK}Iq7Yo(gredKsRxOU^3jO_+>OiTy8QwgcyS%WaRIKL4%B4+}>TqrVTx_+pajaIV zl$EG1b?QW`he)p}kowH@$gYM)B`bd-7+fM%CGuo3PE%>AIF06^sV299W^wu!Y%Rm- zTk(qFG`mWK)3NCSpjlex8g;}S|JAq#Lox9c_gbloev5fF^PA-dZwl^=y8W7{+w97x z+kbf(v=Ox+%4VW=xxNp)N_1?fI2TUw)r#fX=y(Vkf(zjTIq3oZ+GcUyk1O2Z89c?n zQMb9c@&cVJ`CuXZq`o)vSaU;#?{x`fdYW^vmE3aYY5R{yO!|d-e{$0Uh6%g7HjKC#y^;-B?x$mrC8GP9rEX6v`!=j2$ zj$&~EyR#g>JRgf1{&42tOLhihczX*LYv9I?U^U*p7>lj&<<4LQT<#3E;q#M&i`XA$ z#?{Jim_m)L~bV|wUd$A$w=&E zKi|QAx`X{}#~2GRFwkI?Gc!cPQcnp-F`F8g;KPdPQxmICD~$qHj6+p-BFFZJCMs~h zVyX!QfQ^g|i?KP34bS2gV*>-ILvDvZkHBIB76Vv(=@n3X6^ns76eTPszY>b+SbPVI zf5YO*S3&VK7B{~dircU_@=hp@#p07#Jc30hqV;?%Zoy&)7Qe*e*I3;3MkwyV;;=VC zaWoch#^N1V{0WQavAFwQDBgg@Ac}4{65>1YYSvqz=)|IgML!n5z~UJ!@^6LWSS;R! z#e-Npjm1x~7${=YiN!141I4SccoK`Jv6%OMC{DqGDd>Vw zL4&n;_2Y-2cnXWB@ul@Y#bWmlL$Mncn13T+c{^T<^NX*>;^SC6gawAD0fx0>L47JS zt2_9|o$vv+b{GG+n}58Hf4rW5ypez03m;&~Z^n;F!CT-XcpDU8p@>Z@_87fw{F3qD zUGUX{Vy?IiuS&ICtx(-utmVpu;bKqj*jlC9 zKbR|wlydO8;;~`yngt9Ok5%Hu#f=C(dGnhrq@KL_-Y&Yt_yqFHZ_wikW8#^J$4~|v zeIiVz-G%zJq2iX}(D;hU^{KV(Bj6rq-U@!4ILrD}486x!Oc9XrYmfm)h~;Pzv^!Gp z^e2FfzjJy0XIAq14}W4;G_d9B|-55)nfyj3WPlk z?CI78_64WF_WoZWuw%0l*wOw1L!aHEh24rC-)dop{4WsLqO1hg<1a7_s9F@*5)8tu z0?Yj`5ZL8e3G7mTfnl`UqQIsA3A?~%|1S{OXjTFn@fR2lKw1>oYk`DaU}t*?Y<8ny z{8*mGN)6)YHu@a|@%)#1%>JsZ#PJG$ao`B8MR6F?w8t^~%1?TUV?iUfGI7+Zh4Sb~ zWwf|pK$Xj>jR*+2NF;OtJ&=`v?(-KA4xA^DfOdtwd_F62eAZtaIA_tKI1EeUlD&NW z@6cX;oRxrn=r16gO3GY7#o&H6eH1(ZAHBhY{EzptKcdhN#=f(515Xt|VOkvzuC?6A z2V3Z!`W}4Uexy(>3@gjw@*T2p__s(Xf5t1a+LK`5ifa>mj^;U?aQ)2g&86Dl*v4+Q zuVAFmU+jiCu+eV5MABUtt5slLteZ8qn{}hRR30d9>#B~{#)DgdHcSR>3?2mz8d=r+ zYI%JI%)3=f#nEw`-FplO)(_xIS!asf51fnj{lx;8%)r45du!tbK2#qpTDu!f0C9UC4lRJSkY8ingLzoQ+gAJhT=V9ItiTGITbYfw`=;w*T7 zqL0Uu!OvT6slBP};z zlaJ+&wh!a;BZDjR3=Zte|5vY z$sO#ut%YiNd}pu{#I1OwRq$1Buo`b1?vP}dx;#qjmWA2F(hozKs~NA@rm?{b39#ZF zK7Q1JRow?cw;RxvPhmoAN*CR0a0?PEc!yaY|Q%+I=UIqycZHWoux^Da~F z2dne0w3?lOn@4~WaRFYMv=xU$Bsg~Zw4y#0uy{0HntCqsT4y?&^EA}ydfUd}BHpRf zoK#H7!?o>yzm1w?aHPShPyy3H!#<{ZMz{KK!_NzK!sYCl_9uFDnZw(k1ENC_!IuPR_77P_@#p>TfIP@$t zpzOmTQBRiP(5X@ELM1?>A$rdl44smQpfwaa@DVULITYHPwuMGQ2jkOz=Gj6dv_I75 zw|eS`gmOSEj)a;DfP$AGXh?C-VRGD~@JTq>l)@gfb%$Zk-i$G(um|th1mxo)<#2(8 zJqwVq9QN$N+K>Q~n3Vb8Rrt%$=Oj$J;ju!lX*Fub+Nve~fb zX(tuWu*cvpgI}OIq7ItEo*Dfj%1~n-=|yu`OOAB=ZQ(64f6*^aRO)qzRzj{J46Xf zcAH9@XX69?RX7(?+#n8sgwN)qCnC2w5hsoAWgwD$lqBl0MM?P}g;}FjQB(snF`*n{ znbBy;_y`0|xphKv>!ed>>T%j7Dby6Hg?a+_b7*jKG-{UsKD?M8(#Z3WG%@0DH4{0tWUDW z_y|kTjDxI?@&2?m$og$s%}&70ILP`i?|BO7ba8|kW`{xH$^1;S_;g+>by*SW;Lj)s zb+Ea)RO1iDU$t%AcOcZ3+PLpnAl52G9Vmy7?prTJP_pJnGXs3K=2Jt;BIyx_*y3w)5yg!|7{pU z1b0IP)`8&eo1)Q|IusMFaG#azjBRd7c*d5*huU2-FnkHxnjh>M7YGG5 z#RJ0|b;8oX@EGV|>bo=!nGQJIZH(_Qr$wop<9jva4IGfoqKW9xw4uY$!6>HoNM&)P zxxHe17&_T}a6WWS+S5|sQ+62PV;ryPEh6rB>QadsZNb-kuokKgE``E;nq0H2<@h{X z0eq`ooumZEffA@0J1nCaqS2OTNJk&iYi``pA~t+e^BujyqoZmP4}7mJ%n?MAyJ$Zu zU-iEFUU&6Ad!JzVC1J&v{aF!Q4XtslLk1Va16;Kgt!iQuTaQkC@k84-xTBo&Ko`eSFmti#UFeaYh|x)XSeXrmyHKwaI1cZ z+2RdvWRG`K9mjcnFX;=Ik2QCR_p*JQd4g8L&tOX}(Q_<_%?%>+#LUn+LXriOBZlM? zf52|AoEv|{E0%MET{TWV!PaaUwlMr9+YvMJDD%wWxXYz96U}GnQ;xEaKGuC;PL)$F0l*@~OF%&K8JS z+)6{yXl`W&G@@0vl0&A)ZUz4g-O8aBqj&n1{jC#$>h|8 zU)hM=V1A_^ub5w9R}<2&%z`+8t?-Kt#P$)2b2DUyeni`|DgZOB(a4L5+BJ2ypcTil zO|MRJ9J6%C5nPAAkQZAtju7wga=n5qy+gzPXa+S34Qv&H7*Apd!aoHBF?NZGfE)(F zY+FYhI?m!?Ge)?S5!ld5w3ajio2dhZTEQN`K8RglK=U5FVnD;LCM3`tPxle!@@yYN z4(3CoIRuypaqT_I5M>Ug&5IVqBCweSx+G71EVydnakb*MT2F2k>&dLeowp_`|I@&u2(Pc06LdpC@Wb!6=xoG+}Zsq{s=v--Os#9mFj2 zEWskE!#U=jhc?B=KG;^P3L8gV+L-%7#^)yDuPa%OwY7U>A&uEfm{so}#9qC+M)>dJ6E6hv(B!|Uo_dkusTWaCy)Hqk zrq5{Lss9`~SJ5h8UIhtSMU75T@59nc~Nu%5_)^;E)42e7IMQyq*IwZ=2{v=Vi& z1BR@zlgzB_9)YTT#B&e!gN=Azk5_EO!>)WrJPdW)F=a2j2`1D`(VHN-Hh2?Ojn$ic z5ZQ0=ChS+ljvpebN9{NRZ}NVNOWT`#POmOaZ}JF`PvA|SNYE+|Zz5Xd>rH-~ zpj95;M6}B6P4H&M-lU=CY4G;|G%7Q1!tFPT#;x9jJr{bD=b=RoZ!(X2llKs2X5>w1 zC8{?8L)O^o?M?RjT_noU5Dzj7AB#qXnR}4q^y(xJa*Dx&Or948_j&Iry3_UA(sUpv1Nj6FWLbh%c{mW! zDqjb(HbJXA9EfNYb08p6qJwzPrh^tB@*Ryd)H|)7qo7eK_zz{~JH(lB*H9#~)X;NO zp)C&2aSHbwIl{(_JO`~r^&DWp8Y8_u$4jvvY#ee6UNO(Xt|p}CSOEDUOJ%+!(X{tC z!7;5R(aX|<>><}<^&)RT3CLcA{ES%fn~3^l?n&;^tCKuQkHM2n?XAG81fs6`0_6Mj z3e$8Z4*>ZD&g9_)t@3atqE)`U`bvUUc{mf%D&|bMREZ|y?Tr0NL+#UG@GfXn3jX9U zCDtTX>==*`yAA!y)6gb|U+Lj~xH2IEE8fu?b&rE1k3O+?$ zF_CT9;ZkI)4L!;_XpzICoW(s#2VrJL9)(t-dK55bjh)^eWeEGhJjyU$F^|HoCZtE1 zTi$?g(rtQ>LJrL-VFxFbr6-v#s<3*ITao4R&?Ni?@gOfFs+Rev~4TYrQkab zG6REadMmWk&}TdWEphmarQB!SM3|V7&!Cm4J_F2GW23jv_$l^-`HUy=iunw7H6eY* zsVo-QTrCa2#@p-Q&F6Xh%oW+VHOKy3mqIg3FS3tXm(`v88Koh+6YZzOul$v$W9EM4 zk9u{IU%9~GS6bS~wdWV?h-KMV;IofwCXi3ySPo0jDi6mZTIK6l@(Ehy;aEhgm}AlQ zapBF3JxfE)(;)G;psOi(mZKEUqFJ(IXrkF}=xdgt=JB^rn~twszu`8iR#%ttLh)vJ>{${J95^$^>X ze3W$8W4C;KWJ}oHc~Q2ZhE335<%iJd6ktW)_#>p`2wNke2`H%_s$f&B4i11>!vW?; zg!vf(46Q^37?7~WUJ}Gk=Z0oKlW^b{Lv%R^uNb01rDkDffj!XavXIUacaF2vnIDOc2S+hLUP~T%h~?KIi1Azv)~5() zZ6&&#c{DVtS0{ni6$a3f&m@KztR|5(J)WOEv13tKn~y3HJYnz%CWhZQh9T3q*5xwS5Q=Ph1`Orxk9yC*xp6M$5bd1 z+&K74;8*;{$HobC;gI7OX~e1buI7w9fYbzxJaaiotrorZIUk&Dy>lMDQ;%Q#s=SO& zzCk)Xhcu%ppmcS3DKtn7K#{PLbr6?%E>)Vme9oNMSIn7{%k$UCvv;=*l=^G4`)23n z&dr^}bOcp|J&o_S&Eai$?_Qx=DvowUnlZi`;bVPSIu(TU^Fc}J!QQlj@IgMpu}1D^ zBY)DU6+7Szow%{^H z3oKh!T6n4KC5#ysx<*BIy#K5Zh`C=bw3FT5TBw%CcLpngo$*U$dFGqd@LgTzjR1=1 zMY2-Z(5K7ugxR?#Z@#OcF;I@XWUe_o9*`S3%OQI3TF&ZfIB!YFW;t1Tw5c2MsME2G zb%5cQ5e~AT!}tWjywgz7ej~kBQpujAS0@cB2Ep;En|b6hYKY_QS-x7Sw>8bV$P0kH zA7W}dl;ZcHo!0^}%UonbQE6b)1&v5yF7jC8#2~dt*N#e~(ucE-FKkTQJ=HkKF@7FV z4$#{y-mpe1QSlzEMH7MFlGTma35NGK;T6Msb~PdK{%ix>c`jF-;s^WTbhqiH7Aa*0 zKf%$drkucGb^_EFxE>@f;U1#eG<>lP4q9;u<9c z&+;@9ZamLY|G&C`HR&tf!y1>S#gnSf0pmfP%nMj}(>9oDWdZ9z?2SB!B`?wt-+i!u zzgw8X+8=83^H+{3tQ-(aV+u>=jbjF@!hu4TXQBlxm&`SHm}~({H1$tR^(+yXOMBx5 zEQAf~sKG_Tw16d=^%PNhu#IdMuvYkMwyQ%il%9`-8$+pe0qgP=lP66=hrCAQwt(#- zdDt2!758x`>9*fhTQR=jqs zFa!&26{WdsNWzxKphC%vfQeYs3$S z2YWdXOT&XntZ_K7YqSiJ?i(CiQv+PXa%N^k^eN zFd74e1g9J-b_t$FrlSB${qLgHI^@C5Gnv^@_uRW7J`9qx!H>GNm-qti1iC+Wc{Sec!Z|GGm z5VI^2Hx!iyHd~<)DJ&A(_YFx}?l`z;RQhmP*uHNlBJN%f-p1pL?L;|1Z*BXA^!4C} z)(*lN?xwLaJ6M+6m~?fxlbwBlx!!U|l^-C1FSh5RWn_MwV(VZDW}pjjYx)uTc-8v>$sXcOlkr( z*){9e-yqFsxx?|I%i~B`i46hO{&4^^&*lHibQvE{gFOX=fzRe?FuZAV>e`Ui;{fJ! zNLQW(lhM+DjQMi=San!%JzH!doVSOYw5~`HaLrmdi1VPqv$;!fCd& zmdoD+lC!~&kC_UUh(Yfjt`g>P0^YRMs)3%*a`^|5usl$(FKs>KXoIEaEdby989OX= zeSzYviaS5}p3l_5$)P9FS#^e!#icU;-ip(R!Eur3B)FXFu|my9LC3n$^_S1`&=g zC1&8aP$!xiZ*4dyX>a2xGn^huK4r$XHsB0dA`7ZQ9VAvhFoZJ_IE>O2@M z3|pu-yR~5zKm*^}uo|z})&_PpA-6Ux*j%iw4v&F0o5OjQ<50Xzui4EE@xna5?(K-_ zwo@F(&^z_RL1PZ10ccKv%)nZ6EmjL&EaYH(aO-4Vz)R9zX8Y( zz_IvBS=naL#(Igx+)p?~eVk9ADn|jzy3WhFOx{Uq@-rjNgHi#j9u&Yy({#TiGoQxB zvdw{y;1%?)B5jd2s5%cE1x&c)-kZ}k~){1THikFOuk2Zw-9s*4SR=R-op>PkpX zx*RsaH|tCrCl(`QoAs#?^m_QyV|Zp5QlD_E)k1l5an#{f#a<}#+sF+u*I|5u*u(dT zmNsP%t>lsUmR?<~EGzD?J6X<*sCO18t2||KvdUAklNGlJi=Nfn97);+86I!Q`4y1& zLkEYG{Y4AJEKate$TaAA92${=lQnM@RJ7gUYmLeux?J;CK|q<&HYK~i=mqCl8+ zYP!ra?Z_0&I*BpM2FkAh3tT@Qypn(1!9Iil=3^7tJPPNxhG~sARUM8b%rZQbH7hs* zJ|t_e*H?|zM#gGA+yvQ3Vzgs!u7%@~xm@B@5uwoY!Ldp+4=^+{e41OF@d=^=YmqsA zV|ibDxtq&xHRtsL+KJdeYzZs0h4oqsa%fo!+Bj|3wuXgByQT?5jfT=yBNLJcH5z1U zlmJQM4I4#o5_}5#VK|~EV99hkPc(3&H+2o_xT&NBb)s1ab+Msa$E7agJ{U>x9NmPN z08Bu>suTC0Kzriq~ zmaG!k}S|<+aqW8+_k@d24+7?+cv%a*563dvutR&j^UPRyn8R#f#;ar1=jdo z-RyKmV!=?hwLph(YQJB`$=8E@m3aUzqq z)iUzd!zJ3#_RJR89)E zz(rhlRGG1ioY5379v*LKLwv@^=Z8clh3sYWb}kd%WenTu0GUQ(3h@;%vam3w*#Yv)Q5Dz#`4xD@2FUDcLJp8mEsTs5%L8kxkRjM> zaD1X;aIDhIa$tOjS{Ywvc8rJjRewQoTE9&!{hj`n-pV-mt$KCRIQTxpICvUci;DWB z4uO^1>gZRw%{-U*jn!2f}HyZ zza#)O?QxKf-_lzvI6PUePQu{_3^+UmY$ohR^ZKsA*m?UwKiRTD!zO5&|6DqlbC3cK zp^O|z6N)UvmqUys+^F&Z@Am(+1661xDyo2ZHQxH6%E_oc3{_6SD~2lUYC@vQoS{mg z>0O6MJ1_<5WQizyu!iCu-3^hk>7X)|H6ye|7Siyq5K!)(JPC4;z(4dy%+7jsQ*RX7 zw1O-b>eWfe@?Hb7Ok*96z(tGj=xr^+qqlj4$G;;0JD|6#5gU9~HTr;jY7ySL7Km9Q zyoO@Y5aB#%L<$k!0SZ)d<#k{!*X0mtRj_6jGJ9Oik>+5Jv5Ic*p_O*D$aF$)QhO?TieInLReHL0mBNfTOXE*BeGm_|1Z8OI%p}pPkiD@k6Hi^wG*#wZAyd z<+>P72B0@N8$MS|3eI64W5NPUFysl&g|B*pC9GVCUo3-5vG8{R`*sYz?F}wu*DF|g z5i3`+vKPu=6&9u=olnbnrziwmkyH7#7!~C2qswefY?OP>cmTrJwF(KZ91n(>vMYJK3W< z$JlTh6^{{T28JdR900#IttzW0Rq$cOsHq9nrUEUuEs~A4jWZu9g*3BcZ zIjoys#j9=D&Fit(*v)`}&>Qi)w_-5^adS^BMzPq2#lu*928)v)h2jh>9>C)LSRC~^ zD2~J8E-dcBV&>A!O%#`m z2k(MQpmRU}cmO_ng9rH^?`3~Pt_h@c%x>`G01BhNTx+?J54O-d^+UvnB7x{HkwdJJPvRBsMUK3bW#^I6R|=&?WaT>gbDeN~dG}^Wn>V(x zduye7&FDy>zt}xc=^yRp0N-60t5pgkCB8GPdxUqdJL(>s4;(0N>#D*Dh~QSJX9YNt z^mn#B24brp&E4^tIUA?zM+t{*d%*N&aRW;tUI)#Kf5sB1bQI3DkwI7VEfMd`uV*CQ zX*%KH4=8dbnVBG&r+|@0MfaGmc@}5{zkx!i*U#{8HjXsZU%xyh_3D{_a?e6k#?i6i z;X-x$VyN(WbpCc_d^1(5dJKEOv(|bm?^H&r`%+D>f*kV`o z$l|_rq0!{EbY`a|BpFf+)HfrpL=%xy?Cc&jgucdTm2OKBE?6+Qg#ck zqwXk&a@O__Q2>LU<&1%BPs8Aa1a0w-&6%o0K03Ifp`fs+c=N~*5@yIM+OU+h!AFRK zCL7nVZk)rr(X7eE2-ZA)%l%+=zBsLBC*bB0pjKRfi<7qEkcb3_QlD1TrvfyOjziGG zU!wF}(TQWf1{?L?#9ow@bc*m8+o{tA1im}# zX-@b`c7_;pf#ky9vxFg=i{)aqPzztXJy56>Iy!`=tuJiFQA7sArpa0(MIwoAzL=^sK?X^Sw>V)?Dt<6{j znLxkd==@o(3n>8m$_QU07jK;-2%iu@P9Pkex(mloNmNgyhAM7fhH50^_RO$x)WR?K zSGN|X4c2-qhXb!S0x{2N0}ZcjbF*C$w{{gyuV$>`IK7`1j8Y-uvo_2~U`7#U1T`cq zPZ_Lat@3fWnsr~uJC+VihhnmY-I0AXhUtc+2u$yAusi{KB9^xcrf*A2kO}lF3z!~` z;FFKD>`^zrFCcmzU^I@#5US(h*t&Q;1~ zBrL=GeXP|9@GFkO-@!ZHG`ufZ<2}6*Squa9Bm@YQ|J1?W1gvN~l>aC#p-m7dKPiGx zoW-&OIo{M-I2nj7yv8_@|%Yj1}`2eZjA-WhH2 z$mMyqdvJpmaGgEg%q|DhMlwV1qM3S+JmN=3jm`IO+T6)gif$+uhKq}OE9IiJaxrT< zUAb6r)xzUy#chy=bQbI7ti_$Vg#*RW{tct0%^TRxzMfq4NN(2R#jr_|kB9Oc&&9@j zq7ARrg%)>fzS4xrxsW0!2!9h|Z*~x~sn#N>!?o5P%!3E`ayzzFUk7(hq-)FVCq%?v zqqkMk)+0e%&sTbXs70ruv^AV5_QwdX9@6WN7;oWKK3I#*zZ44d;R&s~%RRb#rP5t# z=M+H~>3h!4zpq@J04IU5g2I`qJa+8g#*f)eB z-|=UN&v~|nyB!;JuA9;--9r2UlL);wX8-zX2X3L&m z@g7|dU6j{qhofz-a zK9aNb4x(t_Zfvgt%4-{OPdK*#ThV)R(NLW_Ch_K+B13}$0N3%#%qXzZY81$ zMv#HB6^I`YkgpOh)3#W(K6w~b)~l1W=~$4mIu0SeDj)cc5pK~dY!vqf9%F=?fIKw% zF95_oZvV~%t(rcgf!qHxdIPoxTeQlTS8qwsDt}(F@YN7*V54o}hUQbrv1PimUJD1} zL0CiW)9NWfqmue=4y@?D>-$6~B48o*<#lO*Qx_I0auEcdg4!Lf{a7yTYY5{Uu3bH^ z>R_U%HBK8vE8&M$W5@=>)mX==i>!aUN8o93kZ=(HYuFE#d*Cs=Vz~#{RpW#B>|i5P zeTJ>%h+{_6Kqqa@$Zs&ZnfeW0gVk^R9Jx>Y2LA!^8&4CZ%iM4LOs`Jz8?(~)8-LO( zOw(`t9>^!~8`HmK$4HB}4m|vZXqB(uI50u0Jp6`emCbM9?Tr0KL+#VR??=$6bp3`f z+Gq?&{RY1q`i%u35QpEG#r?)l2;(yH8?+MDZ-C)ytn>C8=c4*Czp(_bnBQPm6Vh)i zxOSj4>^s~zfsS7{hUoy}qmo@nHcPKDl~rJM8doCgWv9WPCq82xKI1o`)JkHo%k}Cc zpV4XX8I$M7lNi1rIIP!}ro$)!`2-H*`UI`=a2TRhzP#F*pj93YL$r!H3=k>NLA+Dx3BmZ_JjF~kK+~d73^w4`il7pT*dK?T}8&8VmG93brg>y-(^R^9w#>X1W~rk z#};4HtCRf1{FME~lX`7w`iUO_`2>FAzY?^{!%v7-`TB|fNzf_}KOtIW^b>e5V?WVQ z?=-mkGBhd$Ke1QrCzz?4-2}7C&`TWgZKs!*&%MOI5T<41C1@q8mjH9s*yimeI-$4R zOU%V9<|WwGg!B@pR5ooIDwT`AgNoUWJ%ym0<+x%-SV!m-)MbpNC<57GM86qcC{ey~t4z$<3N>}o<9@w{@)*M48v*nZ2kEKPR`kPj_Wwc3{;&t}(qFc|E0@QV}-cF)*gkzZz8Mec-V`dX;hVWuMg?~6%)GBQ(IiE5_6wARh^ zKI{iG)BEv?nJK%PkY;)szFiP@z{1-FJ$DR*?|X9W7>H0L$! zO)F6i8d%u6LH`W zmbn$0_P*b7n)X@TwEsZ*=Q3^eO`PxLZ%-``%q>)_h3%a=NDDkR9OgtD9W0C#bCpd! z@XFlz13kGsJC?Bl2K86XTi-bwzFmOdF6hjW8`59%*W*(s;ZrBMo|5k^V80nGZ5}LE zb5K{YJPOI%y1JBu34cFLfAZ%0XlQx}NY!&JXlf=FSIwY-ilSFn>INzY#XTdL00C8#Ai}TD3-<(4sa9;&= zJ7Ti)xp|&L`s4y`?~J*z+0sf>vjxVrZnoE8KbYAL;T1Dmc9qC%V|C8VWDDLqvYRs5 z!nTY}7AgqMQZ?CIkn@Vk!sEnbZzKAaxyimnuTC=A6$X=iG5jKJlSQ6cO%`s3CVLOm z?J(ID++=SgeagsWX(g)30^?dY*>__)G`Q$k!+@(l~oWL zq-w0sBj;sfoys03=K43HZ<(9xU-jxFbG_JLu77}Eq+qU6FwA*oHdxM~&}8@juG3^M z<|g|m(x;3}mR6#gEHJKh&w4EMmYeKxc*RVXT}?=noi~uh!r(x*3xhyDG)UE0dywa{ zu}*=9iK#BcC)&4?f4W|sWU6Zorg{?mA_Y^GJ*$0T5V#YX=_;t#;aS&mGd+d$CnGbZ zm8fP4Ol#dtH()=QXYIo)W~S_FLYnEx+cw}rg0F9FyolJv31{hDr;92=vs6uXEAn49 z+3*L%Y_}7=%iP0`>D5VQ`yzwcj=(QcFx!3OHG`0EW*-}JDKy_Y)bB9g7jg5gl73}m zzO)k6e1Unbo9~;jAIyC3#VcmM>}q0~Z!IhH<%BaeUr|M9qN@3R82L}kSNwpO??;K= zWp2I?>D5W*d!@mA-v_@)*L*|1SL&e#B6^@^euC< z{f%CoWVY)KX8SAnMG9ssjcYm2%tp&O6q@Yx?>S9&JvZ6^Bz?-rWN9U;$pYhAH`#-s zx7=h8!7FC6>}o=q>=G%Xf1J?Y*M?7Pya&fvPnJe~kh#Xtl2t43LSe~PZuvbi`+4}I z_KlG{_39+E?=zVFEcitVW*_G-?Xqyyi~|-PhQP1{TIcZPeH<8OlU`>8473sz7=X2{ z1H&5Z2lM4?@rnThyPA-|u((t%)k^RZNf7t|TvgyziOs;maIrR68GzheCpE?dt%@x1 z;83l$Jj-4wCEryrp}wE?lPE}Fr_~Ji2|NrF&CNV2DCyNn@X!yIqb5h4#yAjlN==5U z+*Z?}Dz_O+#CL=Zx9IJP_AY4aWn!n*)z%D_0x&L)vTNQ1Z?G(_?)YJHb%=BY4G7oLx;w6kovJ@Z*WxO=MMMWV1x;J$b_$A@nrf5E8hF z?+64vMpQ3zB>oq@Itht4?J^{ON^e)1Nc5wTm2PevI;wbwiBIArumR6#oEGW3fNk5c5==&kc9*kEEW!cq)MA?&y z+c2fJC(Jgn=)~z}iL*1qriVdbK2W3J>7o?`WWz5B%66ly+BY0NQLj!y*^&We@!dvY zH=5rntc8o`MX_hYCTMnW0yH`WM3I)iLh+a(B@|SMDf`D!TqJr&=vLyOk|(Ur2vle# zDyV=wHD>yO%GKBj7P@V~D+Vg;YC?j_DdF4DJz-@|<8gOLIZI&KC#)oY`Cw_Z7TKMS zFEhg@BhzFf$@pu6G24hHW**7a^y(yx88TqZG}hm!FWQ)z-qyy{^fn(;^X~{7UZuAy z%}DO$Kt8od?qw|yvqW+Y#iBt)1sah8?n>|(tF0M%V+9VeS32hy{@6Wm9^&YGEfID` z=u0b6(HAsbW2qndK7yTK==&MGV(81RT0>t;tC~BiM_dqXzUZOl-azoj^=<8_|xNj(&{6$|s)2oY_xS|4(p+@!l zs=SIk7V|m!ZQ_3ZTd%K?`)MVIY~${!Gu!*Bk`KG5zw&F!SUJ3@z2Hi|$M}L@5Kipz z18+h5yzgrUkWbAK@5YE}@B5lEw$;Ia_?}?ER?2|mvSq;0ZD7FUerx}wTde!=Hxd7t z+4lalHuQcPLq;nHl-rC8;yc2LHQ91vRr;K;ICo>{5YGWvBGQHsrPcN$z|f=-Y4}32 zKOzoC;b(wF(ZKstt~9gsld{-4|Wd zdr|l1iwbL&UXUx42ds~;-X^%hZM-{w&9;BW8(J^AHBN4a|www1pxvC+fC z(r$J%!?vDkdQ~!emDyOeG#CBb4wQbz;uS6-EoL);lZuyd4U91@^wiw1OGeZ_p0FA#U@bG<|ewO2u#@$iJDf=jb z4tu2!Qznmv_q0)pbc+Y6V-%@>^FcYlwbywwyS;4V;)#j@9U9^e-Q4o=IK z0Vk!;0E^o;h8(d~S;i<0;Yq9QQLx5V$0+}X=o61o@Xv6J(h-8Wdu+0W2TY$wLXjb- zHZ}>{Fmc8v&9#WC_Bw}Zw{dJT;Alp&vB@ShDs^mvy>*REytvU|yb*2~V35+_S%NlO zQ|HBYJ1;cTO*S^!#!c-C(sV!frj1Rg-Kt{~2=Xj#Z+>iYH#V1zO~bYzRgwH5{#U=9a?e z()Nv7K0wqp^HIxt^y;Kh%MFH6%XA?pf+gXX1T;RS)6R0l(zq+?h^5<83Bpl}KBAd2 zHZQ!X4Qb?iJeGrp38TL0&nTa;{&67hhkJ4Or44HSl@ZehHT2x68qU(Yj0uL5r_W@| zhNs)W2Foe2&{kBwGrZQzeYnjQ8>14xe-A57=13Ncj4%Zoz4|elH(X1z(&6?up59=_+H&*R0j&pEXJay8f8^-g&+3>kyQg9CY7!xW}!i`tw!dJb) z5>_t6FP6cj*j07``*sYz?F}wu*DF|g5i3`+vKPu=6&9weYcW-&w&j__8-xiglcaMHQbM#o_{XXE}a(J{C3n;mpC8>OWjYP@|h7F*%VoxuvY+!<`c=O+gju|LknyXRnWF8g~4lskfzcs;lbH#KdC zr+b6zpacteF?`%G9^A-3Zss4i@{iluM?RQ^=KDe{9s)%VK7hsWH=qcxI2vyp0mWFb zQ~JS9_V7;j;7<0?&avQjXay=7BgPC3O(!@2ekW~FwBj2+tQa>nnfkQSD4@ak4xzjI z17X#Ir*e>`W)5s&-I|8YVcq%&USYQab`a#1*wxoyQTiqnWh{P##m}%JbD33zlW){0+x{r)3pRF%L}Fp2w0W@Jmwp) z)4_P~EMVu=aKmrF_6g&%dcaoWaXcNcVK}6)XlomE&NG$sXS2J)>R#a`L|nv`U-Fj z>AySeF%V4sAnth2q}vn6>jw&lOj$g5VQ+1`Abf4n+Udy82h9t!W6jt`Ugs#4qTj3r0_KB((dI?8&#PFU*DexR&Rft?$X)?b^j@Zc=2oc6voK)Yv zTHG{H;S)rE1!DCX@I`I=NO8Qr8@8jq2mB4$R)$LbrP}xoc6)1~S{~mSti(nufl#mt zzU&QFzDsw&|mWNjcD1j1@TfOMeK*;oS! zWFaBxq!SXB012I!?$_O~=zgzxOBN8tl|-H*+K8yAIBq!1=s2U}sKdC8GmfK<+qi>* ziYuZxF1UT?oO^3I_g2-bTlMO7fAgFEqh56_=bn4^d+xobh(NSCXK*t!nRq8GOj8pG ze0a_W6p|<2Zkd^n0bugw5{DleGfBdv(J*!6NzskCO5+)!_(s^@4{Gyt=tsCK4%(F! zf_4IGo{G{zSbSIXya|S6scQo~JFeOi?@pvSSz-t()TpdQS@9bcpO4{oWj#J=HmXQr zSFSMTeS}@<24IGE#XbhR>oX?vxiRth)M9&b84)JPp5UD@1|`q{&z|f>zTS714xvk$De}f$Q%efDV>xCn+^eiJzfaPcJkq@%4#5?-G(O#6z$bO0 z{P-Zna=4|hWj_iYckXJ7+1X86OGH-~L1sN}ZZ-{y4 zO04cyu$qiEo+BnMG2GTA!0rA}-0H_wY9m-NpPRWT@S+D2Mf<{rvC*vhMomI?+bfE45z@twzY^=|VR5v))9=W}0PGyb*QY3rMEv ztyl~s7n06!Wi%uy4AnZ{iv6IKqz~a4t)rr|#_OnPj+!!UB+zWOIwOTV=hm1Sd2+Bu z;_F$e!f&`DdmTmT*X=fkY+9A2leKBN_j?rQvMyh(FCPD#!*T^ zG1pD_v{F#VQOnOkyAf)6hEU7DXZ^`YEqNoVS_0A1tL1mFAEcI#;TfqVosCPiJP$uV z4rA%t@^QT7^MZBLg^{I#&hT21ny8g#xBmwz?pIUaOH5aP%Y-d+U42$>&Znzqfv~H2 zk4ZQA@))KWiRs@3G8m?`3^Edv0X(4m9C&Dx!N&;+u$nrpL7wFI7_O2hlUSM3>Z}A< znbS(_<^!HGDMXaR_!MG@0#lFLki<*)G?YB8ou@%oo8TqpI9|f1wn47Kr=gC&Sc~!{ z25Lb=jI#v4pJ6(ck-y-LsQv;JS0kTs7`Fq3fc(WyJR^TWXXDaeblmFlGmgXHnP+F! zMyCfPuE+4qC9c^ym75-S=DXcKgWsvQ`I-uK8#WT&?>78zF^wI?ojXU(_8f9#416z0q!0UeFzN02UHU|D0X0Pss_YH|}8#oY&o~Z+QAOTk9L<@Ex zh;kT3LM)T118FFNT06afR1+M?T*raF3k^JNR#$`>n8%DS^tnX~!-2lXfJd?$~W z9%cNB6}1P7yOa!XwS||zTr4ExBdn!>v9xgWQP90w$6U>W;09Oey|54i8w)ovZvUw3j#pg0K#=-2EoHr*@P1ts9B+(Bdz^$ zgYyE58GgZJDVEfxi5Y&XH|O!Q>-+#&{vo{41cN>2cP}Q)J;{z z0i-QcMR=I0Vu8t1=H4-{H|JBul>w@_7v5;5Dk8OlhB1@ihNFtlhc+WraivhjeXK7T zsUmMgRYf3JdR44rKS&i{iD#sWbT%$kvAvo$a1{Wu^o~k|M6ag>PiaaBSt{u?rwyrz`gG>^kk)=Rbzfn6 z`Xm#w%=Pqfy*ZzrUI9X`PG(NokQ=JFD*)SV(-iBk^%mW+Psnm7lf3jZ03NV@PMJDr zw3u?z6Tls_L4-*Zs!>I)Nh*p5h7-%zc{?E+bFD8&N$4sIEpj<4ojglt1zmm*W|E z3OXB?o}$BB*d51NgiL38K(h1~{ohe=|HK{E9j z4W&!gi0U~&eKi6adyc=y zevs$*2RtLsL1*LAb1W|u3)Mnys0XS?_Q6?+O5_F(CamFnb+FV2yA2iw-tW{vW$8xd zYpu1DZ2C4~D(Qmy9PJf1;YT_haG$xF&oK$je1P&9y*Zz&*$f(@Zl0S$6mUDW1-2FW zS2ilQ)w2D{Z4ny_h>Q$R>UcHuNCsQx9tZFNNs@?}YAwk2w#2qdCpmF@fEWiw@B!j1Epq*oP*6c%1oV~_Y!;^a(@X*~GS$2h)l`G{YjkF&daAHi z;rmXGf6}qj^YD!9G@Xr0JADp)p#i^J7HE4t+k8sk{Z4v4OM85bK(LVwo+1!ovAw*; zj7%r;q;+Baxq5RxTf244Z0&j-uV&iXD*$}cZ0%(!fQ8uFhHTMnz}bLA6Kw6Vj)9co z8f0Ik*g7`VO{)k+SmYG<30nKTRoKymjJp}xQQnAZM?thT8k*VB8g_!>-Tin*c9hP> zr5#-e_26JTbqqrqvRq5NpQR<8?x5%da#}{cK2>7D%&2pb+0lELh-DtL-mN$1v!mMs z>}b=!jL;ATP2OJ)NH@V|xbtrgbApV9!z9OQ%ytZo%k+qm@^)c14l^QWWHxvss@VWe zYGgDs8;@cq$ZY%zo{`z0vvFxQR=_7$^W|JM-vidYhQs7a3=K$!q^L?vgs0-s(!U zzcD9>Z4kly3cxolf_a*NwX_oL%pZi?nGh8)Ax|5C2bDFgM0;uitPCpAO01GqqCGbO zZs{x03Y0^lg?KjBTfQOWEE%wnNV%aQ&|3Q&5cZ^zvQvrn2~=)3Ft+hurxGomN96o_ zMBw{g1mL>ah`_g9`v}$iwK@0_+e*v*?u#7u?sdjwvcmi{`5fQaxGh48v`7l0a)~>V~(hwr1Cx;Ln0!+MdcDk zN{RdRDPOpe6HH-%p-nHCfvakeES;Fo;)hXcw z2I0IfJXvCp%W?NcNCDO+Xzf=c(U^2QXff%24Wli`CsewV2SKmWoAb#~AMjS)@-+FH zaxKMacRc-F0;~)cuS={<7q9gz5{UGH$56?(B>1*Y5|J)`U8uSGih!?=KY`Rkcu_NLqbJYv0i1QqP!7RMS*nbRdfLRK`J_kXQZNZHZE1PGqeb@$7`miXY$Pj z-cuf=EXQ5GBHNBuDv4nZSQPbn7Md4pN+8TeG|(i>Cs<~+7`-44c1%Ygg8 z`e|Oix+7n=9kO7xinP$K*On}uY=y}X9P)n>t2AsIc zBoS|iNn(g83N)h;ONJUspVrOoR#Gs>cB3)yT)zWybj!Wgqr~JVqYR$Yao1B9Gx}dPZ}m3-!w89;2D3P^toWPhm;z zp!()b@)A+?&7Y4H_J{adee)MEsfrcZq^a$7o8FwyIouf#@6_OpCaCAJoF8GT>92Br zFSHz?mUjxZJivOCky`RbRJ8=MrB};`upgwBZ^JWEOFA2$YN=N__ZS>gEuo5bmTHOB zyQS)>BkzAg3Ny8Yhnc7R2$QPJ)$$+p=6q`Tk^r@QKfKXowM2rs>$munvA^Q^=b_~Y zwS0+C%YR@!%1AAFBdS^g+0v`!W7rQ;%g6DI)RNA|rCOdBT=6_aHN(eN5p~a->Jn!-~&usL?Tqn4|vPn*QEd!vfRBPYc#Xc0Z25#Dxc=5W>CSCuwW{x z{KE4hK}PQ%Jt9nbCzFOKQ?AZ!jOW4zjuw#?jAukyd{SY&h!vj%CfsDa9W-xox8V8+ zYspMqC3J7zf{T#qsKMB28pX0u4eL_A0+FSl`ffZUFHL8OytHSBvzxRy*Qs3 z=kT~%md(m=*xS^~YHw#k6-#{6B&Xi0H|O!T>ooyBw&|7C8ls>{{u=@5CioJ6gs&G@ z;}O2RFC+Z=aXz2nh-p-1#@7go@gSpil%GhE&*qJ&mIPR;(bLS5d>K1ImgFmVMwW!m z5?K;AY6`(B$~Jq}lka0w`wY9LL!ig3Gw?mP%TKsnrZbZ+>vaZHr0TOra=o|Y2J(xc zY9%*$@ftc_i#I0O-2kp@ihUjaH^si5ZtbGu4RAbcZ-)DWCHqGB$G!;!Bldhl#79&&ithld^b;&pZ}oOchlb=!S#0{cK$!)5z&Jmm3?-A~5>Iu6pYKu4R7 zx6pA2j)H*0^nVfmFX3Su06J`sz$tX~R`}UEd!fAnE_U1Nv5hP7P{t=Kc-TaDHsZyr z@KD7Urw_j9h+V_m`|+?7ZXC9^js63))W1J*&cseCFH-?P7h2P_k0Q*|NS25r;s=_9x`h<0<~-Vd9$ zjNl@3o7Se|x>frQJmA7No7T(WG`3B%-#BAt--ZWF(%Y2V$2_1-=|dcQ+B9Uv$ic>d zqh{BE#2`TTh@X4m2c+t?;^#i`bHDg`K>WN>{5%LhAhU1Ap9%I`;KzOl4tKz0#*R_@ z9dHV8-X(q>hM#WxJ>s87=pWY@1LsaY3SPG15GX^phTLek_wzgTIWjd>s#HhHrQUqS zD?LeLw}AU>$aKz+0S`jV!ZWtVDlD0CH{bvr4KVyRT2vvc3v|HsHA@Bx)xp}nB?n67 zTPoo2@=N+ky_F@xurJBgs-@gWVF`6<$%xmbC52*N{$OXh0#hb0g%-NNbu@nh{PV!1 z`bnUQwW0i_&Te22iP8Feac{9s@}Ln$00G>9$Bxh785?TFUMdgk&aV+;eb*U7H|TVC zn@z>gbvj`Ce7r^+nGPKJJ`gZaoE4ME0tzlh_R|2v{skPQHGC5Pe-TPmK>PI_sRe4~ zvWr$;hJshA4G-tahgJ&-L!a|3@6N8{Cr+5q27kS!;gK5D?ai0VrE;ZxSI-C(xa@GM zS9Vytda8LS$Jf@jPCQ6OE{Agm3&XWxD2O?ft3u^XOT2BBidIe(-o&DqZEYh%r78g| z5Yt6X-3|*e%olr0efhGlr3&c9p$-d{oEAYfJ`kpTV!EGJvoerzmgI^7ScU`&s z9VeLQ68{u(qurh~CAG-Zr}vhI4ix&TgQHz-QfejwSRplekWk=dliRs5teyEG{b{#P z3%zqj$Q`Zh#%{M31{Xo=GR-1&@+VgB-EHk|-?f`0Yd0`bR9b~IxQ5cY+gCmET#iru z(iF|Qvayr{weLpD;h%7v$uZ{Z174}yo<>G3Ma_;QBr_()(yQ5le!V`UobT@|4TEZp z+V=yn=$aje)tViFPJJ5?uv?Vx(0!A_ZYLeF2;L!=o}HnDaEPq)%ZO&8iuXyOHj#4` z-wBI7)bTMNg>t7MmC;Mrz6Sx5Tawtln6NY9sDw$wKkDEMMF(Rm>vD7J?WytyOYK>(fH}{Wwuc*zZNLqfX9Ogpr9oKk6p{*l*9jP1q(dVxB$!hUjoyd+r6Z z@dq=0zeE=0c<6^&(o=Io0`2i>*Kp_&YSHkfv}Mb7)1U+m*mC!DU<6NdMYxKmFh;@q zI7opA6-Oyic5NBAYcUWBwPhEhtod!(3{p-6$)$ZIK4_LXNnyn_F}?0l?{8L=ypqO*oT{ib^>auHY@>%6Wvj&NN}2fs85E3X=M~9QS5s$vHnLl z#l9~xtbPjGjM^AGxJrzhZ;pf#GgVEvVgQb5+<-UAJg3__M(?Rb4gzdK)|OuO=1 z0kc=m%83OCpBqJGrX&9J&8)37pJc6bR&_A5tleb^oZq0XaXcDjJ)@S)cyn{l>VSP6 zJT8mLwG*d;wN}!U_<5y5(Gs(2dQ#I@lh+qyDrw@NnYYO9;mppdfK1RtRl9u#zf)hx zn+s2DO18FZpJ=+O?kec2bdU~^iyLoNb{+Nd3tj`;g|>HQ#KFP)zm!`arGwa z+CsgpMiQQ8#be{Hsk;hJ44K_?SlF(8v0$or!+F5g_8BPmNd}yk7;#pa6UStq!6g9R zEE%DhX>Xsw1q4hZ#x!S{m?IJ@HM9qa9PU*{k887~$JH&M2k;qZ+oFVn-FJk8E;3>a zXG@Gi^NFE)>ZlnVPtrm*p)}NFt+mgu@ue&=n;UaiICQ{=XK9TLEPLq_OKOU+$_H1kRC2>3L%7bR3LhkZ=X!HP z`Blq&>mbyRZ3P8tOsRq%U`q2zCd#ptCQT&wFM4yHJawHC5XoutcC3HeUDmlT>aDrl z4M`8AiRBu1PL1WZG*eC-7p@0@Q>Yo|z83!}x5*mIYmA&vnUm8b`g;<b4UXC02LOVM)^Z#ATdb@IRx~UnjsS{l_5%vLU0kz%g3G zI3^jekVHkpFjZ^q!w`L>O;mgt10*j|f&V&*iaF}&DKb-WiWq}`6ye3nR2Z+0^2X-8 z5p`@1!xfEGrepJOqKMMi{9AZNV{NbC zgcgWs4-kLctIWa9H|LJYDDQXx-?UNQYyzfb1g6RTXc6=f8`j(hBt7I+MvtZ0(xaml z^pM-~-0o^w0QCVu59cbQ$5q+VV|@$gF%>!nD}O`Dq24EII2Rc)_GU|r-7O%-(UeFO zi=RU&68I32h23GaIhZYNsx6?+NrE;3(St)Neb9G|{~hNsG4|uP7_nZREwSoEEaM^I zn-gGVFa(rXsYAeH{9&3xL3WE#@R0<#rXLuJE`$sjOb3P`?o5oO{DG=N6kYnn&Te|v zc}U2f{|2Mmzb2sD%`j+>TBB!Q4G)Mh-N%zj-j@?#WgvMHD^>EQig5s^oO6*;?RyFE zOD}B#?QErOwmJrKsG$qnH2J9Wgpf4%DkIo)2?%B&X1_@$X49WG9*WooVkWUt#caAW zyyS%QE;GuVkO0T@q9#z!R@86M0y-H;*m(dR2EVtf z`N~xsHTZ%N!)jFmtPCVfVx>yhq-9GvT6lrs)s+CR^in0z%~q<8WqBHh47y}Z>K%4& z3aP>ij7EJ4Xk;K!dy`32IRRD%5+$)xB?{sPC-udt=D)$HcV_}T(@U5@KU)bq+L!us zh@s2ZRPmJafV5olBBRs;2`FVCXZIzOvv(!H%0SK}R;rv$#(XNLnYhF#_JIVrrI#&% za#Lk18L*I9poW=Ft+k&*vN!E4&}5A4yjdXp*O>)6+RXq56*>1-M4l$b3O{G5XK=Qm zD^*j>|L{iC`5(w{YeX`g|M@-&C(Zx-0MBUtht9_5{Exd8G12^w`*z?LDFXJ$c=K8D z_s5jnR?N05`X_W?0%zG$n9%X3XOsz{YM}~?GZ!w*bUNqH=B6vnbk1{nbH3@E=LJpY zxWwjWc!qbK+2Uh$1xHZ=ot zSwZxWR~bEaWJ{0k7SMxDCpfdoDop|(YA_pNXG@#@7SLv@sDHF*hOU$dfQBPV$mb<_+0W=5<6F<0R6%6JTX96q8t~Lovul za?*++taq7F?t=+%Og|(OsE35?rt>c$KC5-JfL};JLxV)XXOl_acM@P_Abk=mRr-?6 z0{%1suIZ&vbRkWcZ!gz`|GK#*cX%3| zYkHo@HT{;2i!;hK@kZ2K6AZpJBAMozwxMuRu4y}-QLc&3(&d^|yy~;$M+tl%1rn%A zAL~32^Q%G8wQry_jEX?Jy#~tV$dc8IeIISmz8nIi2hnzDchR}Zqr_hiqU7fP zeLX1o*Mo?F|GU2)ltY!h84u53sidFd;RgKoIyiXW48q5b&?86aw(n~}^fDav z1>wVvDGm&h!@m~fCGF+cg19P!A*F7tLv*kkHl={EEQU?hG;rUEP1{v)?!l%h3-k;& zI+U^fW)4~cz`q>}A~fNfImd{SOx410p*X-}41SA68>2`wGDok%v*vv%=UyFf{W6me zn~09I@FO|L3!meBBu5gmew=hgjJ!dcPXc=EO+F|e)~XjeJFTAX+VJ*67Je+KS_YWER>eyi||PyETOZczf>O1 zRXYc(!$S*PV2d4Kt|;(HtonQcyg1+mMOEdK0eHg4{8+&`dp1gUQH*jX zbST@;4+XSe-pz!Tb1Y`%a-2`OtVeK4j*sQWPhj46T{XPkD8H(W$c!=FA0PhIM`G+->_mwjgWr z_<5s$9VZJtc0P!-8+pzCd2M%z`w#&?*>cG>;Q$i@CMsB_vEKn25vrjeMBZPVBLuD6oGF0fm5r z%y`hqA^?9k{4^*rCta%KNV~m|7iO$4zv;3C)%?NgN^2ouyl{1gby;7&(%Vxh4D`^K zO;=j(Bi6#ztKoa8!e_V3>_5H7o%RDd@jc|1DJV>|9EbuS{Le(>p$K4MhHVwJ5xIM4 zDLf#uw1}&o42*J9ni`+u0=rMg)hBiHLF&|6eBvYJozksyN+|ajRX(7%RCq_n&N~o-2zu*015!r0OOt z4wg5rA5BhJGDl42q3YG8H>^()M7nF#uA$b={uQ_Y@d=3_Ej(Qa<8N5EjI^+Gy{Om< z1zX`8%DE~Ob{VNyc4?nQh*;GU{R0JF3-IA{Fa1Ho3e%Sv>raHPg$>O@SRa+e3er_e zkmq>T5|HQ8jjZgJR|EQrkQ?pxmHbY9a`n)NR|bx#G5H$2#QJz1YdMy9NA+<%AR)Tc zj(`=Dj0wkU6*P}uS=wi>+>2#-+aayHvQVrp+UvS?`(YhQ#DB>&8IvddP%z_!~ zB=nUof?V^t{%HYKgiJ`lUL7@Van-JX{|JFDYn;z;op*SV^E;6cw7B6#ct(pG=&bSL z2AVvhBIo4l*)&>4gUhp^wD(Z5K!x7SG*A&ONXyo)ep|(UJ<^v&D&hrZ%HP1`l8aJ^ zyGpas<8^v-KC^H(n0j@*Jn1Ii_}6qK``3DNjmB)Y!ASO903J|&4ni8=H-YM~U7XQf z-9G+L39yhdjx3QYcCP+X~& z$}kLr`ECp5srSKbV5#3CbS#+ew(_~&K@5|X@Hhzo#_gXma z^$fQ$uHEy^X^|o{o(HX&#a9ub@tFXu8KJR{G*W7V!s7FU)Xp{TL4+nqm@|{Y^ul74 zywC_RNC3`m@d9&EC49(q5k&F?-Yt4_zOcBn*`6KJhz0r77ESTh1*Mx2O{_j8SUOIvCJ0@v6fTL0EUGnBR-{DEr(8D>f@t*mUJ4ndK_SO-*Z-$6l{v zl;9pw+ir2R4`p{wM-BYmiV*##b24_3xB9k-Rzsrv6cOK>p*6F>AtD9(2motF#3!gC zMKvh6`P6gxE?Z5-eP4WA@luVpL*3|lsr@OjoU7ugWu3AA^T z_TKR6vk17!!>7j(X2|f#e^1pS|GfsoryrWrBZV?O39U6vnVtb)%}}Pe!>83kr@m|4 z2PrE-`XFI`J1I{ILn|S+BN`hruW)FpbPpXEN52=U?EkO8nQ&w{qq5dCX6lQB5f(C z`p`m(s~lO>kM#{jg32#>n+MhiT3yKaYBb2WaVKU^tem?v}UFv5d(yK0a!C)8eu6S1_aO zI@=uSY`4!;Ku#f$&V9MZP+Vj5`3HtISBwx5jf&yU05sIVXQSZo`vixVb3|RLXnU@f z8I!~5txPsd6#%#)_}7U3YKEZA@z6HRVVFrjO5mrFT2y(}<0%tT7e@^8n&NfNYC6=Esrm*b!GSm)Q&MTB50a~Yo zE7;!%;;F{vitbW1zq0KbX+ef-uuv2;c!Rn9t|bAZ0&7F_v`iGsDOCp{l_vu9NFzg_ zUDXibvAD*J%(UM?zs1sq1H`OT$N&`4iW zY93L_#7t;HEQsACA(m*N5PPBmtW?GMj2-!Ety~0mxxNIe)liblbOqu}`V@mNHdLMB zbmv{pJnu5&#f8n~MUd2P5mLL{P-^El>bmgv;g7L?ZftHpgJf>2=;!+MGABsYB$<=s zS7j~%^b=gm&ci?@778dq5>+BWYMhs0;)5{-coz)(Lr|9)rm4cDhwtMWK~bRe(ye$# z=_NWFm+7T5^2NSJ$)ywY%u^@4mSt*b2BL+rXGCJ@D8zw>jd+FW zl1e+k6t_O9^j00GW+s*11mMj^%n?bY*QWp$l2mHQ5>4G-1V}U?sWd}miAYHGloAQA zlTecRCzSa`P9?RVIqMz51-yiD6oe}N9;fTBEcQhtlZw4i=ChKgp|ZO135tW#b(por z6{xiAQx2(p;R404v(;9(QvN%`pO2Td@uQq+MqA)*WLFbOUqXof0c1dO^(zsrhJhoWN58v2A~~)HNyZjN+C%JLGC#E|Gdx?lH@ki@hHAF zNyjCQvyADhjlG2;BtR=Dfh5s-PAHc;;=YVBIy`~Y!sO94KrAmKkcn}*Nf?*yLUdvq zmkU_(C@x7H6C+$yLKsYN^UbAD&;VXiXkU846+~{5;7YVma6J(L?N>#(bxEU_G?y1a zNuxbNT3=`=t>M`q=6k{)V=_0|+OnoFu<0a|xh(Nh2QgDS4f= zNh3bwQh;~Cz&-@^xJjdbMp2-o(W7`qNh3NNmr0`qBk;k9YNNDKP?17Mwy zA++j0^(g`erm*rF)6TD%YiF9&(UeFvx1^Xc8m~oL=y+YeeNkwd~84?vkE{ zC}=|dc|f`esS=t0kc`ojC6YZ(xHB|dP` z46Y-9H3St)W{KQRKNj{kx@ zOK0D~>;HRKe|%0=x@seh4|@ zMipC704S>1if0s6(Al_*D$dFu94VC>h802kM8%s~#ud{Y5 zksD@fInsm{`}F2~p~X-uLW_ndXp+7MkZwX~A-4@WtkGi&he1woF;h<4NLh@Uju{fh zuZNM>D7x5rB{gFZUWmZMjWF6EI4Qw|4%Xi-l!{Q*SqUyOX@LoIopnF8Hx2SKMM3Bz ztfh$9LSG$viO9dL85$Dd8?E4iRiKo^%y{M2Lk#WI1PTf_%7Q=-LQ5v$#&UCdIOb1; zu1Nqe;dy^^X%i$ok~Z%p+N26m1bH<}l`KS&XuUzOOii|3<*c%jb04VRd%;ZPs`Sm_ z9PACY&cu0{%9$P3nN*n)PH?z!CQi;)&a`qB>z4c>_xpnS>Sk}n7IRqMWyYxgYA&OK zgt#h%_&)_jV#myviv`9_ppa4my)LJo39>8q>eTa7NErXb(`0;}Pk8^>oOmf_o_;_C zG?Da(spn?_STkmx1XbivJ!q42O>qBvguJjWS11Di#GP*XO2RkhIhs2)#LBWR$ zB>Hf{6@Dhd2s$k4N}$w1wnld1F=GyBb5lYK5}*|{9Fm%aw#Fks=;$J9yygvzxHDG9 zE@=lwJfu>9cR|D&LYTM%qjP@`l%Rppd3Z(xBRU(G1EVvcFjvDxdM5@f(!=+%926Z* zh@rjfaZ{1{xM(t=!EGd6V%oVL8PU2i(G_}gzA@3EfHBb&>Zj`m)cv2zZFK{va$79( z7Z4d4Zq)H==4!p`0KD0%1TA0eZ2{ep0$9juy@qVj6#r5{q6yc@~t0Z}X7N&iN>U+v_4I?>O3K0Mrmi63_j9a%1r`91fkw72t~$x zlGVHA8lQ-0HDpMTVyN*b5g-I^U>q4S)c8*T){>!y6mviK zHa1Dm>!)_Vqr>tEhrT`>(Rq#(R|`Lv}xB&)x5x#o#(Z^-LsxkjMhxaS&1{(m^t{g z=_ue*{Knd(kwc^PsUwFL!w2v}HfKpLEWwYn(GKEcp*6E;IKq6L0>GMKzEt{1tb=kU zQg&ugH-!J2)S-N{7;lDAv;l7&-3#UI3WV)<*@s!0MTiLVM= z0_a}ioaZT&+;-Z;InOjHz`G!=8G?G;#QA4X6ew~2A9zNIb2>|xI1j-pN>{uM{rsEs zYMhqLd$edR~LdL-t+Fx_K{B^g>bY{}!$}fRh?7OULm+P~JOMSJW{NmnHv6?Sd zE2BY1~~Y)yln4evyjnt)4t#!X2aS_7(8k zHNjp(KQ(DZ3qTEfEnMoh*U|AZys!aI<+n&T(bXDU?Y1}5c^4hG&~YmryWwbW!^3ts zbWOCc7C$@Sr`z61$7|?#E#8=9cLTVtDfV^v-xT|Ly0wdrH^A|*y&3Kgmh2nhANwXe z?8d_$JlyPF>%p_Vc*x;lA0Bq#i`Ut`aNa%G)@}E}2~_-A4VUf9@sP(mc0U~l=r~Bn z0v&BS-a^MAI0^y|)Bi>Mzl4Wv0O+ti0;kZ`Tj6Kx?1lCQxY%v4$2P9SLm8i};9(Qp z*@zdf!b25boId!XBX$jM@5jSVxN+Ftj<>JI!vVN>#O{LABlbajexkjF{<#A0uEE1v z`hOi958GSud~gF8MEejt-EH3nN09aB!_OU~_6x+%o#N-E;^!{FOh zAMr4P8aRxH@8ONd;83%V_+B_d4+9b4nIrVjk(zxMV1a^0z(}P~N$lg`J>Q3Iy#j2? zI(&RsQDd$$^(lo4=>6znDZ6t4u&S$*gA^LbLf!g1M2EWdD4t=rY%(^l#;)FnhhO92 z_jte$x7zf*SNv9$O`o{J^87Yc^~YkGHr3$73J5k8PQV5JHth?*^>{WdNCZh^MO+N7WkUe0Vk>!v88&Gg_IWpIYbD*6wjDvOh9L}<$_f!bino1 zO9l$n!P>qhh-hUb*PCC0La;?~KRqxMSyd>44E z=6_55^T3<>3BvPVYANKb&yyj6a(!@fcXc!;SUxECT?F*ooj11QbF^(u6?9`?t(tdN zjtOr1Z!k_?rxV<5I29*%>VWO_c#XI*9k}s*AYPyZD^{3=Fx>vyPXi457jTdo^d$aI z8XM4leOo$7TDk1vm6xHoRcgb-uvT}q5H0j^&+@+1H?+ZDwG0dW^5q`PnBxCKIgAXw zfBW3ik-JYTZzMK2nQ2pNtiT{qHf$Hx)E2eJUbQNru+Lr zZT?5I&`v-?ZbkbnP>1( z3QA)~fGNz(&x}PN!puAezzofd{UPkG&$OJZm=-^sqyV?dviyi>6J%NNP8g38=z?ci zj`<@1_FI-85Duv<%M+p-EwwDCLO;w#b(%pGXeXd%7MA5a&lZT-QnxDNdZa};H$Ie5 zOL7HDh(BVPHY8f+R%9(c)-o%y+L+xDR%8nROKU}BWmabZ-s#Y&#TH~G(Iv=&;GHo3 zB#?Q}g4~RN{TAdR!XcFfIbU?6r52>vEVL6)GYbpijf4C{Qq7F`Z${b@Zye-*r2)K9 ztMVF@8oyOJ#t)U7mQj4RWv1oT#&Qs0THXx6(wY`^?86AvV*64j;sn_jyc5Qx1RCMl zm-iuHzkNAEIHa;KFBjctseSoav(QdJ%`EK8A~&`ep%j;H3Fva9O=*t{Bh-$3AEm=@ zN2UsFxCQwkKGiY{@`N#`BP_@>04%KqnWqeKB#ByVJ02sl1lbO}6ULqd((c)gNqp_s&Mp1X zofarZj#Qt5HggfnRt8szWKb~@%H7Z;On|c09ojy;U%4m+%v9LJ&;a?bfE7jcwwyQ1 zqfAdL_ZSL-7R~~bfEg!cekT63(~J$ZB5kr#W}ST3S<15;HO$PiMli+prVqPxz`jl$ zpZTOyK>Mll$}3jHoOIgtgNYL+;5-v%)7ux}8GJx;q+QMxbXdjw!DcB-v{e^*> zI;>hH-&4-h*Yx(#D}`dATF4E-4vZf8V!QjWe6Xj#FqFrqH@VMRIcrO9=lV?+t;Vtr zz=SPa5?L{e=4>sP49yQ&x!&GVxsN`uRgzd(2(GgYYT>vo%XAvO*e*j?2Whq4#EnR} zvU?pCIJn$!5AJJFn~+ah8@6q2+>Mb!?=3yBjb&sgU-4)!Xh;->FEB*j2h%l_hdtTh zFx9nAi3PYXJf>pc-p{ljJeYbA|y;_IlEH_?_0OGP#El~1W zG->`=buvQXk?MWA*~@Uw?_OfC$xtdHQhf^mOB<;kr$nkmpr*&E!FJf0-+Ltyh2qpY zR(56n4sV9}JCm?R_Q?xX{|*8Bhqk+nMhYQG}g2&kHXahIX8h2qlb>2~@~4 zNR$7p7^LqQGf^{0-xOVLsX>|t{YW`>7HB7+W)=o%uWOKeQMNQbnt9S65yr}AmE=fZ zHw^`%&C(TVn+`Qum!PouL!-Gm=3MSC#Wz}Jz%DWtq6h+onz|K$tr2ulZ*qp5( z5(#rQKWw1Md5Eus@i2k5dA93%1ndu{mJ)KQf~m!#e{pSBeaj|y5S)HU?J5qfsBbQ4 z7T?|y!IA{zb6Jv6?!<}N2b;y;1Y*}RBkxb8L|JFa`f6jDim>@_24HDz{yE_`pV6$vhQCg95{7?{ zmg3_a#Ah?H`0qo&ev5yEuu5REyy5f9MaN=W{7aa{7c7aFF?AJ%%zFwr%$9#Dg4hWN z(<)p3@n&&uoY-12sBY4zE0U`1{wYe8-*)>$ zb=d+}`k$N2VG6VTV`K4&Fx$TcU}?>EM5ykNtHl=k2Sg%av5ya$G~xWi$1^e7Gyb9& z?I(TK+P<&09Uy~ao<7%%|Q6>nHwQ*&zTQQbQ7T_=zbI< zzX>|p2a}8P1Nf+!pG#qZ?lYE)2n+OA04%KqQumzs>D1y_@Lr-#JOhN!hH)){%6JCo z0|?k}fL=vdr7}Qwi;lI_0DZbyXeXd%76xd$Yk-uMOqzvI?wcE;mC2h5HAp`}vGNH9>Vc!mj|4dYw_Rq_ne^a&HW zVfvmi*R&DpW1?d%HB2W#KT;0R1lkFxsT!sPAiM?SVyU1Bi0}pEcI1MFxC_YpBcT{B zAP-n|Z0Df?a*ja@$Y=Ds>$TPOR>0I{xzUSzD=eqP5N`oyg6vdY9!su0>rl zGrv)}4{s^?4jr&>Dft5E;3q;#@7VEcUDT&RL7;L0sx|F_Ds?AL1$(?u4(F&Akkt;W zPDK?drMlFj(dhCfK}Dtly5ueswNHh{gUSW9+h_1QbzXc%@~YjwN_lLS;u&0rOQ|pI zF5~J!o%k-MA@N^rdwR9*L7ct+KA>8x?7St_DJvPeqG3hHHKXkcR4Ek_n2M= zu-Y@3SecJ8k&9KuFpZV@sNS4U4HgDinMd&rzm;J$VMgZjI`AxwOvAotM&=&@!L&w( z=;0X|{MRuucphP7778QtPmD?#85!P)YGi=V8f`>{!+1vKY3u?SnP1=;85ueomqzAH zS<)oZz=V}S$uNd-%h6+lV~S#ik0 z49YuoxLF#MhTYJV<{m&WtwAADcm@UkbqorgM;MgF!l2yCsFaaG;f<&U1z4=n#>Aj} z8oNLS<=^m(3<{l%PlJM6)7uwCj)nqvvu9~e1WrzRwz-Mi?=lI?+?;${Z_Z~+$x$jf;B+GX^n;cXzY@R-)6ftFO>4gfG)imHo+lvv%ZU^Rt&6~|0oW7vH(0e1I?Vpl(|QX3g5m7y{n zeEq6=YpsNz8H2AZQi;v!P<&9tUjpfn_$S`d4Amed17^P)`r_c{g|-ddiq_hBK*zM9 z?Rw;e7uw>#ZfHw!$|7eMNzfvRWrDPe8ACG)ZFwVVXbaJUMjzAA_NUkl8npim&nUE| zvvC>P!lwk?!jv*DXb|W|Y~FMNiS{#70@Kzm`zl!Io?ou(Upm)kq zEe(1n>dkr7>sk>I^!oQ8JA7dwaL@zHz#gZ!nPouSxQl8)d{QXW9q-Yu1$$0};*dg( zebxKnVa+0Q@|Z-vX9M`AMZRYcFpU^MVO zhrIB@8vNG@YmN`_L6Jeu3K8V|Id+hvd_uZjVcYW47NlNRE5p~Mt3!vZQV|Xd2S#W` z^FsXGbZ&pHFqGQ|b*s6w9>@}dC+>W`#NmlMA5gGh3i6T!3KF#EK!*0-&KBpwS}8Ss4D^0h=mlQT0DCG0l7$>V0~1o~(3T z5)g`pmNIjKFbc9lpJLko3BC0!gVM&GRfE!53illos)wS}izK0{F!Wt@w4U=BgFVOh`d6ArG`SQwf5K0 zqqM=&r;zAgu!R3Q!O}@#mNGJ8xUB8OKED_%z+Y z*~!xQK0)KSyymXQ*}x<+mh7k5nXp!G&KC$>9uNrmQ*I7JnB@q1fT{O2dYf5>KaIPn zhCg$4ZhOpDXI@p0p4{Wx=5#R$fBFHunT3l8fA$eDE&OTo^uwW;77+$LLt&8r1{0VU zXG@qDG@mdbmOju+c~lMwg&GR5*4irQQQA=GIwZOm3gN#_DCEx@IR-K^3c6f)+shGT zq9`cGq7m6b`(4rpBR5j`W528t@Y1H#5qDxWFzu*}~J#;p1qn<_nB8?5=oyf9n@o%l!yV{!Jj#XyF%5-QYwZibk+ea~k5B@=AO`<+f|!}i z{zZl_R|>cJMFbWre2KrnUvsCt5!Ic7&C=*(>Q2|9Ad)*>hiBwY=`4{ubq!rc(<|-1 zBAN|6sagib_hyz`iBI*l<9+W<3?Z94ZQ}aT-R8C=jUU~mH|O)C8w30(D-p{)1-rw% zg{`;Z3RebRv~j1#i5I=ooGvDg|S5mwetlsBR}Q7~8xJlmu7DN`Yw~oSiyN3hx%>3IiEw_6yQ*`635J` zYIm7qeOhlVOUK%{bK}IZPM+#FMX{J};#emD_@+75KLQUyEV7$?I5k^h%x^w1LTq?4 z$J$V6wbs4{97*d~pFz#^94r3oIMz9;A&hjcn}l=y2ExnQx$;I-=L*J4BbBLh-HftG z&b15A$hp#4I_Ik5Ri7ma_b!I98W!5Dj5_?3GUPmfUwd~RNL+Cl3KFXbwA)wz0SXGw zq*ben50uKc^beH|z=m@{Fb4~9ztg>+vm=n8I;E}%sN9)kW{~PrE2Ubw7Z!Zey3*B9 zPZ`IcSHN%A1bYqr)MN^yfJI~1!liC|9UU*j3mf26)`;CiSFwI`x4oIpyXd%uj$7&2 z4M&^4HnSbh;4`pSi=Q2IcPAaMq2sl9W0Kts;JT*R*WrIt?Ca^)E;`--$HVq!xIb93 zZ-jsBoA9t34}0)%vwN)v&-UUWhlhQ5*nuxzXZON+_h4JM-3KR7N_RC}wlBv+9`D%w zbR3}LARP;IwCQ*Y9f#m32sljt7xDiR9<~9X!}bWALRW8vpRKbO+8f|vx4j}1?Uc3qqReW*!;ERsfHN3qa4?E$;VS78?z8Vh);NlUx3r>&N2l4rd_7?i* z3cR}p4{PcFb#OdvZ^iS$4Y*wP5Io&&-v-A$qxSRR=Z;bP1>)yU@$*vga~J)z+q+R& zZ@|M)G9@lxysb16e^(mqlcyJ&IQ1#s!SFpm0EZ83CKd-+KD((x2Uu`cFU%!x>%{% zrfSt#PSvI=tXKmP=Jw%$MapcdZHCo_Y${5GRXJ=b=7F0SZQA>Y>;CPDxMmC&wb`^5 z4(D`1zuqK4q9`SQ8`~d%6D}L@1Klh8D2gJ`C#m|HA z1Jdzk{Fz|C1%B*@;BW`*r`<7XzXMJI&b!3V!|>B>zeoJ@2>s)y(er?Rwhf0MZnfJZ zaHl@4w=_HqR(JHZqrRu={~ zMJv~r8>w2=LD(jMAi=y3j|}CjdDufxEm?=aa%iH zYbX!6w4psaCXZ`Mp+Op`7on7WS(f5B@iGObjoCg1ic3zml%H zK^@hHmVqC^Gm<1a!z$bLg-Zqs)xp}nCFlSvBe~xE5|EC{65*O)fmvVvU}w2f9TlG% zngTi+|H}r)1&Et7#1tFD0-s>xtGDV%HyU3B2C32*d0#kqPzP+k39r#Nm8L;QmDQrV zj)8*jqDQy|2Bdgku)6p_9)GNnL)Af04uy(pg94Kcx2Topg@*y zxhWu2>_h!2eL0N#zDT$1&j1Z__Lt!w7+ZV=e(E#U$+6$cQTwZK;fVd; zbo?3}zYa$TmcBv%d=rj)M(b_m+<{&QFu;h6+W!dvrCt97+!jHmN06BUyN}{ip+59+ zcrmin&_5$&@}HctN^3zM8WOb(7qf6n8wQJqEcKy?QD}f4S3FmI7u~ia-=Bwlo?y_p zXZGJ!{EjS^Ti6ps@4ub zBYyy$&z2Z5fwg96pj3vaY#2fUh$A+^H_?9a{VM`m`0vW)=PzB+xoqi0=U;5KW6-|Hb74xXV?T?`@YR{!)jpOK zed5kHjX6!9xbwl-RAmbDKe}8u+w{*92I`m4Qn;my*y7v+>LWlrtt0CxAto*qO{;%U z>W8B)>pK+;87e@uxHaE92ucbuHa2->aiCDl=Rx`htQD7BLIS^h(MoICvJ1{%abdXNw@u@M zU;l7|4uZTU>>^4T8jt35lF8vQ*fT!-YqlJoAcSZ-wA5-jd4IGSCG6eUw+|5;qrQhDz8su zL(7bUgyIxWz$tbK3`v-&6*9d(x4!`95#$`I z*WCspeSJQ6%VHGWxDuPpBAvhdA{l3(*}d?ROD+x<{$lg{4H9hF^W@ezsP9Z_ zS7tA@^M%x2I0jPtArV765%rD&xaM-78Zc{Snqq}~sc2((z7x{VAgonsf3F$Lmtk5# zCaXN#8#8hU4~UmuaB+-)c$+GqA8lF}K`xup$><1`cazED)!ED9NkSI4wq6!@L6f0l zLB(3G&+jYQhf39gwQ;ai8I&P`8YzHKZWP6kR%%JX#rtv<2nb-z1!>fBzKTVXVp&

act_dict

-

+

Dictionary to activation functions.

@@ -126,7 +126,38 @@

Module Contents
lasdi.networks.act_dict
-
+

Dictionary to activation functions.

+
    +
  • 'ELU': torch.nn.ELU

  • +
  • 'hardshrink': torch.nn.Hardshrink

  • +
  • 'hardsigmoid': torch.nn.Hardsigmoid

  • +
  • 'hardtanh': torch.nn.Hardtanh

  • +
  • 'hardswish': torch.nn.Hardswish

  • +
  • 'leakyReLU': torch.nn.LeakyReLU

  • +
  • 'logsigmoid': torch.nn.LogSigmoid

  • +
  • 'multihead': torch.nn.MultiheadAttention

  • +
  • 'PReLU': torch.nn.PReLU

  • +
  • 'ReLU': torch.nn.ReLU

  • +
  • 'ReLU6': torch.nn.ReLU6

  • +
  • 'RReLU': torch.nn.RReLU

  • +
  • 'SELU': torch.nn.SELU

  • +
  • 'CELU': torch.nn.CELU

  • +
  • 'GELU': torch.nn.GELU

  • +
  • 'sigmoid': torch.nn.Sigmoid

  • +
  • 'SiLU': torch.nn.SiLU

  • +
  • 'mish': torch.nn.Mish

  • +
  • 'softplus': torch.nn.Softplus

  • +
  • 'softshrink': torch.nn.Softshrink

  • +
  • 'tanh': torch.nn.Tanh

  • +
  • 'tanhshrink': torch.nn.Tanhshrink

  • +
  • 'threshold': torch.nn.Threshold

  • +
+
+
Type:
+

dict

+
+
+
diff --git a/searchindex.js b/searchindex.js index 65dcb82..7e9c72f 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["autoapi/index", "autoapi/lasdi/enums/index", "autoapi/lasdi/fd/index", "autoapi/lasdi/gp/index", "autoapi/lasdi/gplasdi/index", "autoapi/lasdi/index", "autoapi/lasdi/inputs/index", "autoapi/lasdi/latent_dynamics/index", "autoapi/lasdi/latent_dynamics/sindy/index", "autoapi/lasdi/latent_space/index", "autoapi/lasdi/networks/index", "autoapi/lasdi/param/index", "autoapi/lasdi/physics/burgers1d/index", "autoapi/lasdi/physics/index", "autoapi/lasdi/postprocess/index", "autoapi/lasdi/timing/index", "autoapi/lasdi/workflow/index", "index"], "filenames": ["autoapi/index.rst", "autoapi/lasdi/enums/index.rst", "autoapi/lasdi/fd/index.rst", "autoapi/lasdi/gp/index.rst", "autoapi/lasdi/gplasdi/index.rst", "autoapi/lasdi/index.rst", "autoapi/lasdi/inputs/index.rst", "autoapi/lasdi/latent_dynamics/index.rst", "autoapi/lasdi/latent_dynamics/sindy/index.rst", "autoapi/lasdi/latent_space/index.rst", "autoapi/lasdi/networks/index.rst", "autoapi/lasdi/param/index.rst", "autoapi/lasdi/physics/burgers1d/index.rst", "autoapi/lasdi/physics/index.rst", "autoapi/lasdi/postprocess/index.rst", "autoapi/lasdi/timing/index.rst", "autoapi/lasdi/workflow/index.rst", "index.rst"], "titles": ["API Reference", "lasdi.enums", "lasdi.fd", "lasdi.gp", "lasdi.gplasdi", "lasdi", "lasdi.inputs", "lasdi.latent_dynamics", "lasdi.latent_dynamics.sindy", "lasdi.latent_space", "lasdi.networks", "lasdi.param", "lasdi.physics.burgers1d", "lasdi.physics", "lasdi.postprocess", "lasdi.timing", "lasdi.workflow", "LaSDI documentation"], "terms": {"thi": [0, 1, 4, 9, 11, 15], "page": 0, "contain": [0, 3, 4, 11, 15], "auto": 0, "gener": [0, 1, 3, 12, 13], "document": [0, 9, 10], "1": [0, 1, 2, 9, 10, 12, 13, 14], "lasdi": 0, "enum": [0, 5, 9, 10], "fd": [0, 5, 8], "gp": [0, 4, 5], "gplasdi": [0, 5, 16, 17], "input": [0, 4, 5, 9, 10], "latent_dynam": [0, 4, 5], "sindi": [0, 3, 4, 7, 14], "latent_spac": [0, 5], "network": [0, 5, 9], "param": [0, 3, 5, 12, 13, 14], "physic": [0, 4, 5, 9, 11, 14, 16, 17], "burgers1d": [0, 13, 16], "postprocess": [0, 5], "time": [0, 5, 7, 8, 9, 10], "workflow": [0, 5], "creat": 0, "sphinx": 0, "autoapi": 0, "nextstep": 1, "base": [1, 2, 8, 9, 10, 12, 13, 17], "enumer": [1, 9, 10], "deriv": [1, 8], "from": [1, 3, 6, 9, 10, 12, 15], "defin": [1, 4], "new": [1, 4], "train": [1, 3, 4, 8, 9, 10, 11], "picksampl": 1, "2": [1, 2, 9, 10, 12, 13], "runsampl": 1, "3": [1, 2, 8, 9, 10, 12, 13], "collectsampl": 1, "4": [1, 2], "result": 1, "unexecut": 1, "success": 1, "fail": 1, "complet": 1, "stencil": 2, "leftbdrdepth": 2, "0": [2, 4, 9, 10, 11, 12, 13, 14], "leftbdrwidth": 2, "leftbdrstencil": 2, "leftbdrnorm": 2, "interiorstencil": 2, "interiorindex": 2, "getoper": 2, "nx": [2, 12], "period": 2, "fals": [2, 6, 7, 8, 13, 16], "convert": [2, 11], "scipy_coo": 2, "sbp12": 2, "5": [2, 14], "sbp24": 2, "6": [2, 14], "sbp36": 2, "7": 2, "8": 2, "9": 2, "sbp48": 2, "10": [2, 14], "11": 2, "12": 2, "fddict": 2, "fit_gp": 3, "x": [3, 9, 10, 11], "y": 3, "each": [3, 8, 9, 10, 11, 15], "given": [3, 7, 8, 9, 10, 13], "interpol": [3, 17], "dataset": [3, 8], "n_train": [3, 7, 11], "n_param": [3, 11], "numpi": [3, 4, 7, 8, 9, 10, 11, 12, 13], "2d": [3, 4, 7, 8, 9, 10, 11, 12, 13], "arrai": [3, 4, 9, 10, 11, 12, 13], "n_coef": 3, "we": 3, "assum": [3, 8, 12, 13], "target": [3, 9, 10], "coeffici": [3, 7], "i": [3, 6, 7, 8, 9, 10, 11, 15, 16, 17], "independ": 3, "other": 3, "gp_dictionnari": [3, 4, 14], "sklearn": 3, "object": [3, 4], "eval_gp": 3, "param_grid": [3, 4, 9, 11], "comput": [3, 4, 7, 8, 9, 10, 12, 14, 17], "predict": [3, 17], "mean": 3, "standard": [3, 4], "deviat": [3, 4], "point": [3, 4, 7, 8, 11], "paramet": [3, 4, 9, 10, 11, 13, 14], "space": [3, 4, 9, 11, 16, 17], "grid": [3, 4, 11], "sample_coef": 3, "n_sampl": [3, 4, 14], "sampl": [3, 4, 7], "set": [3, 7, 9, 10], "od": [3, 8, 17], "one": [3, 6, 7], "coef_sampl": 3, "list": [3, 4, 6, 9, 10, 11, 15], "length": 3, "where": [3, 9, 10, 11], "term": [3, 8], "matrix": 3, "distribut": [3, 9, 10], "average_rom": 4, "autoencod": [4, 9, 14, 16, 17], "gp_dictionari": 4, "sample_rom": 4, "collect": 4, "rom": [4, 17], "trajectori": 4, "gaussian": [4, 17], "process": [4, 17], "regressor": 4, "size": [4, 8, 9, 10, 11, 13, 15], "n_test": [4, 11], "integ": [4, 9, 10], "assert": 4, "len": [4, 9, 10, 11], "shape": [4, 7, 8, 9, 10, 12, 13], "output": [4, 6, 7, 8, 9, 10, 11], "np": [4, 11], "nt": [4, 7, 8, 12, 13], "n_z": [4, 9], "get_fom_max_std": 4, "zi": 4, "maximum": [4, 14], "accross": 4, "find": [4, 6], "correspond": [4, 6, 8, 9, 10, 11], "locat": 4, "optimizer_to": 4, "optim": 4, "devic": 4, "bayesianglasdi": 4, "param_spac": 4, "config": [4, 8, 9, 11, 16], "run": [4, 15], "full": [4, 17], "It": [4, 17], "take": [4, 11], "pytorch": 4, "dictionnari": 4, "all": [4, 8, 9, 10, 15], "The": [4, 8, 9, 10, 11, 15], "method": [4, 15, 17], "activ": [4, 9, 10, 17], "learn": [4, 17], "loop": [4, 8], "reconstruct": 4, "loss": [4, 7], "fom": [4, 16], "data": [4, 9, 10, 12], "x_train": 4, "x_test": [4, 14], "timer": [4, 15], "lr": 4, "n_iter": 4, "max_it": 4, "max_greedy_it": 4, "ld_weight": 4, "coef_weight": 4, "mse": [4, 8], "path_checkpoint": 4, "path_result": 4, "best_loss": 4, "best_coef": 4, "none": [4, 6, 8, 9, 10, 11, 12, 13, 15, 16], "restart_it": 4, "training_loss": 4, "ae_loss": 4, "ld_loss": 4, "coef_loss": 4, "get_new_sample_point": 4, "export": [4, 7, 8, 9, 11, 12, 13, 15], "load": [4, 7, 9, 11, 15], "dict_": [4, 6, 7, 9, 11, 15], "verbos": 6, "inputpars": 6, "dict": [6, 11, 15], "name": [6, 15], "getinput": 6, "kei": [6, 15], "fallback": 6, "datatyp": 6, "valu": [6, 9, 10, 14, 15], "If": [6, 9, 10, 15], "specifi": [6, 9, 10], "do": 6, "exist": 6, "us": [6, 9, 10, 17], "doe": [6, 15], "return": [6, 9, 10, 11, 15], "an": [6, 11], "error": [6, 14], "enforc": 6, "ha": [6, 9, 10], "right": 6, "getdictfromlist": 6, "list_": 6, "inputdict": 6, "get": 6, "val": 6, "note": [6, 9, 15], "onli": [6, 8, 9, 16], "first": [6, 9, 10], "item": 6, "even": 6, "more": 6, "than": 6, "latentdynam": [7, 8], "dim_": 7, "nt_": 7, "dim": [7, 8, 12, 13], "ncoef": [7, 8], "coef": [7, 8], "calibr": [7, 8], "z": [7, 8], "dt": [7, 8, 12, 13], "compute_loss": [7, 8], "true": [7, 8, 9, 10, 13, 14], "latent": [7, 9, 16, 17], "dynam": [7, 17], "seri": 7, "encod": [7, 8, 9], "3d": [7, 9, 10, 12, 13], "tensor": [7, 8, 9, 10], "time_dim": [7, 8], "space_dim": [7, 8, 9, 12, 13], "simul": [7, 8], "z0": [7, 8, 9], "t_grid": [7, 8, 12, 13], "integr": [7, 8], "initi": [7, 8, 9, 10, 11, 16], "condit": [7, 8, 9], "coefs_sampl": 7, "z0_sampl": 7, "fd_type": 8, "fd_oper": 8, "coef_norm_ord": 8, "over": 8, "case": 8, "dimens": [8, 9, 10, 11, 12, 13], "compute_time_deriv": 8, "build": [8, 11], "linear": [8, 9, 10], "ar": [8, 9, 11], "through": [8, 9, 10, 17], "finit": 8, "differ": 8, "timestep": 8, "uniform": [8, 9, 10, 11], "scalar": 8, "dzdt": 8, "same": [8, 9, 10, 15], "system": [8, 17], "u0": [8, 9, 12], "multilayerperceptron": [9, 10], "layer_s": [9, 10], "act_typ": [9, 10], "sigmoid": [9, 10], "reshape_index": [9, 10], "reshape_shap": [9, 10], "threshold": [9, 10], "torch": [9, 10], "nn": [9, 10], "modul": 9, "vanilla": [9, 10], "multi": [9, 10], "layer": [9, 10], "perceptron": [9, 10], "neural": [9, 10], "int": [9, 10, 11, 15], "vector": [9, 10, 11], "str": [9, 10, 15], "option": [9, 10], "type": [9, 10, 11, 15], "By": [9, 10, 17], "default": [9, 10], "see": [9, 10], "act_dict": [9, 10], "avail": [9, 10, 16], "optin": [9, 10], "index": [9, 10], "reshap": [9, 10], "either": [9, 10], "allow": [9, 10], "last": [9, 10], "execut": [9, 10], "which": [9, 10, 11], "behavior": [9, 10], "chang": [9, 10], "For": [9, 10], "detail": [9, 10], "action": [9, 10], "prod": [9, 10], "n_layer": [9, 10], "depth": [9, 10], "includ": [9, 10], "hidden": [9, 10], "fc": [9, 10], "featur": [9, 10], "between": [9, 10], "modulelist": [9, 10], "r_1": [9, 10], "r_2": [9, 10], "ldot": [9, 10], "r_n": [9, 10], "longrightarrow": [9, 10], "prod_": [9, 10], "n": [9, 10], "r_i": [9, 10], "act": [9, 10], "throughout": [9, 10], "forward": [9, 10], "evalu": [9, 10, 17], "pass": [9, 10], "must": [9, 10, 13, 15], "match": [9, 10, 13], "init_weight": [9, 10], "weight": [9, 10, 15, 17], "accord": [9, 10, 16, 17], "xavier": [9, 10], "print_architectur": [9, 10], "print": [9, 10, 15], "out": [9, 10], "architectur": [9, 10], "cnn2d": [9, 10], "mode": [9, 10], "stride": [9, 10], "pad": [9, 10], "dilat": [9, 10], "group": [9, 10], "bia": [9, 10], "padding_mod": [9, 10], "zero": [9, 10], "relu": [9, 10], "data_shap": [9, 10], "two": [9, 10], "dimension": [9, 10], "convolut": [9, 10], "direct": [9, 10], "cnn": [9, 10], "contract": [9, 10], "backward": [9, 10], "expand": [9, 10], "tupl": [9, 10, 11], "appli": [9, 10, 17], "bool": [9, 10], "_layer": [9, 10], "indic": [9, 10, 15], "k": [9, 10, 11], "th": [9, 10], "_size": [9, 10], "channel": [9, 10], "height": [9, 10], "width": [9, 10], "determin": [9, 10], "how": [9, 10], "api": [9, 10, 17], "can": [9, 10, 17], "kernel_s": [9, 10], "kernel": [9, 10], "automat": [9, 10], "so": [9, 10], "next": [9, 10], "conv2d": [9, 10], "batch_reshap": [9, 10], "4d": [9, 10], "arbitrari": [9, 10], "nd": [9, 10, 11, 12, 13], "set_data_shap": [9, 10], "batch": [9, 10], "order": [9, 10, 17], "n_1": [9, 10], "n_m": [9, 10], "c_1": [9, 10], "h_1": [9, 10], "w_1": [9, 10], "_reshap": [9, 10], "m": [9, 10, 17], "n_i": [9, 10], "self": [9, 10], "batch_shap": [9, 10], "print_data_shap": [9, 10], "classmethod": [9, 10], "compute_kernel_s": [9, 10], "input_shap": [9, 10], "output_shap": [9, 10], "produc": [9, 10], "desir": [9, 10], "formula": [9, 10], "convtranspose2d": [9, 10], "compute_input_layer_s": [9, 10], "compute_output_layer_s": [9, 10], "initial_condition_lat": 9, "latentspac": 9, "qgrid_siz": [9, 12, 13], "abstract": 9, "check": 9, "variabl": 9, "restart": 9, "file": [9, 16], "instanc": 9, "attribut": 9, "decod": [9, 17], "conv2dautoencod": 9, "set_batch_shap": 9, "function": 10, "get_1dspace_from_list": 11, "create_uniform_1dspac": 11, "getparam1dspac": 11, "parameterspac": 11, "param_list": 11, "param_nam": [11, 12, 13, 16], "train_spac": 11, "test_spac": 11, "n_init": [11, 14], "test_grid_s": 11, "test_meshgrid": 11, "createinitialtrainspac": 11, "createinitialtrainspaceforhul": 11, "concaten": 11, "provid": 11, "A": [11, 15, 17], "dictionari": [11, 15], "mesh_grid": 11, "d": [11, 17], "number": [11, 15], "exterior": 11, "createtestgridspac": 11, "createtestgridspaceforhul": 11, "test": 11, "when": 11, "hull": 11, "gridsiz": 11, "element": 11, "equal": 11, "createtesthullspac": 11, "ani": 11, "within": 11, "convex": 11, "getparamet": 11, "param_vector": 11, "solv": [11, 12, 13, 17], "initial_condit": [11, 12, 13], "createhypermeshgrid": 11, "param_rang": 11, "1d": [11, 12, 13], "paramspac": 11, "createhypergridspac": 11, "appendtrainspac": 11, "cfg": [12, 13], "a_idx": 12, "w_idx": 12, "qdim": [12, 13], "offlin": [12, 13], "grid_siz": [12, 13], "higher": [12, 13], "xmin": 12, "xmax": 12, "dx": 12, "tmax": 12, "x_grid": [12, 13], "maxk": 12, "convergence_threshold": 12, "residu": [12, 13], "xhist": [12, 13], "residual_burg": 12, "un": 12, "uw": 12, "c": 12, "idxn1": 12, "burger": 12, "equat": 12, "http": 12, "github": 12, "com": 12, "llnl": 12, "glasdi": [12, 17], "jacobian": 12, "u": 12, "solver": 12, "main": [12, 16], "generate_solut": 13, "solut": [13, 17], "requir": 13, "specif": 13, "offlinefom": 13, "compute_error": 14, "x_pred": 14, "rel": 14, "plot_predict": 14, "scale": 14, "plot_gp2d": 14, "p1_mesh": 14, "p2_mesh": 14, "gp_mean": 14, "gp_std": 14, "param_train": 14, "param_label": 14, "p1": 14, "p2": 14, "plot_shap": 14, "figsiz": 14, "15": 14, "13": 14, "refin": 14, "cm": 14, "plt": 14, "jet": 14, "margin": 14, "05": 14, "heatmap2d": 14, "p1_grid": 14, "p2_grid": 14, "titl": 14, "light": [15, 17], "map": [15, 17], "job": 15, "call": 15, "store": 15, "total": 15, "float": 15, "start": 15, "instead": 15, "regist": 15, "arg": 15, "have": 15, "befor": 15, "end": 15, "increas": 15, "runtim": 15, "per": 15, "trainer_dict": 16, "latent_dict": 16, "ld_dict": 16, "physics_dict": 16, "parser": 16, "step": 16, "trainer": 16, "next_step": 16, "use_restart": 16, "initialize_train": 16, "restart_fil": 16, "class": 16, "model": [16, 17], "current": 16, "initialize_latent_spac": 16, "ae": 16, "initialize_phys": 16, "pick_sampl": 16, "run_sampl": 16, "collect_sampl": 16, "python": 17, "packag": 17, "identif": 17, "pde": 17, "govern": 17, "reduc": 17, "fast": 17, "accur": 17, "made": 17, "feed": 17, "also": 17, "support": 17, "parametr": 17, "uncertainti": 17, "via": 17, "bonnevil": 17, "christoph": 17, "xiaolong": 17, "he": 17, "april": 17, "tran": 17, "jun": 17, "sur": 17, "park": 17, "william": 17, "fri": 17, "daniel": 17, "messeng": 17, "siu": 17, "wun": 17, "cheung": 17, "et": 17, "al": 17, "comprehens": 17, "review": 17, "algorithm": 17, "intrus": 17, "non": 17, "arxiv": 17, "preprint": 17, "2403": 17, "10748": 17, "2024": 17, "youngsoo": 17, "choi": 17, "mechan": 17, "engin": 17, "399": 17, "2022": 17, "115436": 17, "jonathan": 17, "l": 17, "belof": 17, "jiun": 17, "shyan": 17, "chen": 17, "inform": 17, "greedi": 17, "journal": 17, "489": 17, "2023": 17, "112267": 17, "david": 17, "bortz": 17, "weak": 17, "form": 17, "427": 17, "116998": 17, "richard": 17, "yeonjong": 17, "shin": 17, "tlasdi": 17, "thermodynam": 17, "05848": 17, "debojyoti": 17, "ghosh": 17, "interpret": 17, "deep": 17, "418": 17, "116535": 17, "simultan": 17, "2407": 17, "00337": 17}, "objects": {"": [[5, 0, 0, "-", "lasdi"]], "lasdi": [[1, 0, 0, "-", "enums"], [2, 0, 0, "-", "fd"], [3, 0, 0, "-", "gp"], [4, 0, 0, "-", "gplasdi"], [6, 0, 0, "-", "inputs"], [7, 0, 0, "-", "latent_dynamics"], [9, 0, 0, "-", "latent_space"], [10, 0, 0, "-", "networks"], [11, 0, 0, "-", "param"], [13, 0, 0, "-", "physics"], [14, 0, 0, "-", "postprocess"], [15, 0, 0, "-", "timing"], [16, 0, 0, "-", "workflow"]], "lasdi.enums": [[1, 1, 1, "", "NextStep"], [1, 1, 1, "", "Result"]], "lasdi.enums.NextStep": [[1, 2, 1, "", "CollectSample"], [1, 2, 1, "", "PickSample"], [1, 2, 1, "", "RunSample"], [1, 2, 1, "", "Train"]], "lasdi.enums.Result": [[1, 2, 1, "", "Complete"], [1, 2, 1, "", "Fail"], [1, 2, 1, "", "Success"], [1, 2, 1, "", "Unexecuted"]], "lasdi.fd": [[2, 3, 1, "", "FDdict"], [2, 1, 1, "", "SBP12"], [2, 1, 1, "", "SBP24"], [2, 1, 1, "", "SBP36"], [2, 1, 1, "", "SBP48"], [2, 1, 1, "", "Stencil"]], "lasdi.fd.SBP12": [[2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.fd.SBP24": [[2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.fd.SBP36": [[2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.fd.SBP48": [[2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.fd.Stencil": [[2, 4, 1, "", "convert"], [2, 4, 1, "", "getOperators"], [2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.gp": [[3, 5, 1, "", "eval_gp"], [3, 5, 1, "", "fit_gps"], [3, 5, 1, "", "sample_coefs"]], "lasdi.gplasdi": [[4, 1, 1, "", "BayesianGLaSDI"], [4, 5, 1, "", "average_rom"], [4, 5, 1, "", "get_fom_max_std"], [4, 5, 1, "", "optimizer_to"], [4, 5, 1, "", "sample_roms"]], "lasdi.gplasdi.BayesianGLaSDI": [[4, 2, 1, "", "MSE"], [4, 2, 1, "", "X_test"], [4, 2, 1, "", "X_train"], [4, 2, 1, "", "ae_loss"], [4, 2, 1, "", "autoencoder"], [4, 2, 1, "", "best_coefs"], [4, 2, 1, "", "best_loss"], [4, 2, 1, "", "coef_loss"], [4, 2, 1, "", "coef_weight"], [4, 4, 1, "", "export"], [4, 4, 1, "", "get_new_sample_point"], [4, 2, 1, "", "latent_dynamics"], [4, 2, 1, "", "ld_loss"], [4, 2, 1, "", "ld_weight"], [4, 4, 1, "", "load"], [4, 2, 1, "", "lr"], [4, 2, 1, "", "max_greedy_iter"], [4, 2, 1, "", "max_iter"], [4, 2, 1, "", "n_iter"], [4, 2, 1, "", "n_samples"], [4, 2, 1, "", "optimizer"], [4, 2, 1, "", "param_space"], [4, 2, 1, "", "path_checkpoint"], [4, 2, 1, "", "path_results"], [4, 2, 1, "", "physics"], [4, 2, 1, "", "restart_iter"], [4, 2, 1, "", "timer"], [4, 4, 1, "", "train"], [4, 2, 1, "", "training_loss"]], "lasdi.inputs": [[6, 1, 1, "", "InputParser"], [6, 5, 1, "", "getDictFromList"], [6, 3, 1, "", "verbose"]], "lasdi.inputs.InputParser": [[6, 2, 1, "", "dict_"], [6, 4, 1, "", "getInput"], [6, 2, 1, "", "name"]], "lasdi.latent_dynamics": [[7, 1, 1, "", "LatentDynamics"], [8, 0, 0, "-", "sindy"]], "lasdi.latent_dynamics.LatentDynamics": [[7, 4, 1, "", "calibrate"], [7, 2, 1, "", "coefs"], [7, 2, 1, "", "dim"], [7, 4, 1, "", "export"], [7, 4, 1, "", "load"], [7, 2, 1, "", "ncoefs"], [7, 2, 1, "", "nt"], [7, 4, 1, "", "sample"], [7, 4, 1, "", "simulate"]], "lasdi.latent_dynamics.sindy": [[8, 1, 1, "", "SINDy"]], "lasdi.latent_dynamics.sindy.SINDy": [[8, 2, 1, "", "MSE"], [8, 4, 1, "", "calibrate"], [8, 2, 1, "", "coef_norm_order"], [8, 4, 1, "", "compute_time_derivative"], [8, 4, 1, "", "export"], [8, 2, 1, "", "fd"], [8, 2, 1, "", "fd_oper"], [8, 2, 1, "", "fd_type"], [8, 2, 1, "", "ncoefs"], [8, 4, 1, "", "simulate"]], "lasdi.latent_space": [[9, 1, 1, "", "Autoencoder"], [9, 1, 1, "", "CNN2D"], [9, 1, 1, "", "Conv2DAutoencoder"], [9, 1, 1, "", "LatentSpace"], [9, 1, 1, "", "MultiLayerPerceptron"], [9, 5, 1, "", "initial_condition_latent"]], "lasdi.latent_space.Autoencoder": [[9, 2, 1, "", "decoder"], [9, 2, 1, "", "encoder"], [9, 4, 1, "", "export"], [9, 4, 1, "", "forward"], [9, 4, 1, "", "load"], [9, 2, 1, "", "space_dim"]], "lasdi.latent_space.CNN2D": [[9, 1, 1, "", "Mode"], [9, 2, 1, "", "act"], [9, 2, 1, "", "batch_reshape"], [9, 2, 1, "", "bias"], [9, 2, 1, "", "channels"], [9, 4, 1, "", "compute_input_layer_size"], [9, 4, 1, "", "compute_kernel_size"], [9, 4, 1, "", "compute_output_layer_size"], [9, 2, 1, "", "data_shape"], [9, 2, 1, "", "dilations"], [9, 2, 1, "", "fcs"], [9, 4, 1, "", "forward"], [9, 2, 1, "", "groups"], [9, 4, 1, "", "init_weight"], [9, 2, 1, "", "kernel_sizes"], [9, 2, 1, "", "layer_sizes"], [9, 2, 1, "", "n_layers"], [9, 2, 1, "", "padding_mode"], [9, 2, 1, "", "paddings"], [9, 4, 1, "", "print_data_shape"], [9, 4, 1, "", "set_data_shape"], [9, 2, 1, "", "strides"]], "lasdi.latent_space.CNN2D.Mode": [[9, 2, 1, "", "Backward"], [9, 2, 1, "", "Forward"]], "lasdi.latent_space.Conv2DAutoencoder": [[9, 2, 1, "", "decoder"], [9, 2, 1, "", "encoder"], [9, 4, 1, "", "export"], [9, 4, 1, "", "forward"], [9, 4, 1, "", "load"], [9, 4, 1, "", "print_architecture"], [9, 4, 1, "", "set_batch_shape"]], "lasdi.latent_space.LatentSpace": [[9, 4, 1, "", "export"], [9, 4, 1, "", "forward"], [9, 4, 1, "", "load"], [9, 2, 1, "", "n_z"], [9, 2, 1, "", "qgrid_size"]], "lasdi.latent_space.MultiLayerPerceptron": [[9, 2, 1, "", "act"], [9, 2, 1, "", "act_type"], [9, 2, 1, "", "fcs"], [9, 4, 1, "", "forward"], [9, 4, 1, "", "init_weight"], [9, 2, 1, "", "layer_sizes"], [9, 2, 1, "", "n_layers"], [9, 4, 1, "", "print_architecture"], [9, 2, 1, "", "reshape_index"], [9, 2, 1, "", "reshape_shape"]], "lasdi.networks": [[10, 1, 1, "", "CNN2D"], [10, 1, 1, "", "MultiLayerPerceptron"], [10, 3, 1, "", "act_dict"]], "lasdi.networks.CNN2D": [[10, 1, 1, "", "Mode"], [10, 2, 1, "", "act"], [10, 2, 1, "", "batch_reshape"], [10, 2, 1, "", "bias"], [10, 2, 1, "", "channels"], [10, 4, 1, "", "compute_input_layer_size"], [10, 4, 1, "", "compute_kernel_size"], [10, 4, 1, "", "compute_output_layer_size"], [10, 2, 1, "", "data_shape"], [10, 2, 1, "", "dilations"], [10, 2, 1, "", "fcs"], [10, 4, 1, "", "forward"], [10, 2, 1, "", "groups"], [10, 4, 1, "", "init_weight"], [10, 2, 1, "", "kernel_sizes"], [10, 2, 1, "", "layer_sizes"], [10, 2, 1, "", "n_layers"], [10, 2, 1, "", "padding_mode"], [10, 2, 1, "", "paddings"], [10, 4, 1, "", "print_data_shape"], [10, 4, 1, "", "set_data_shape"], [10, 2, 1, "", "strides"]], "lasdi.networks.CNN2D.Mode": [[10, 2, 1, "", "Backward"], [10, 2, 1, "", "Forward"]], "lasdi.networks.MultiLayerPerceptron": [[10, 2, 1, "", "act"], [10, 2, 1, "", "act_type"], [10, 2, 1, "", "fcs"], [10, 4, 1, "", "forward"], [10, 4, 1, "", "init_weight"], [10, 2, 1, "", "layer_sizes"], [10, 2, 1, "", "n_layers"], [10, 4, 1, "", "print_architecture"], [10, 2, 1, "", "reshape_index"], [10, 2, 1, "", "reshape_shape"]], "lasdi.param": [[11, 1, 1, "", "ParameterSpace"], [11, 5, 1, "", "create_uniform_1dspace"], [11, 3, 1, "", "getParam1DSpace"], [11, 5, 1, "", "get_1dspace_from_list"]], "lasdi.param.ParameterSpace": [[11, 4, 1, "", "appendTrainSpace"], [11, 4, 1, "", "createHyperGridSpace"], [11, 4, 1, "", "createHyperMeshGrid"], [11, 4, 1, "", "createInitialTrainSpace"], [11, 4, 1, "", "createInitialTrainSpaceForHull"], [11, 4, 1, "", "createTestGridSpace"], [11, 4, 1, "", "createTestGridSpaceForHull"], [11, 4, 1, "", "createTestHullSpace"], [11, 4, 1, "", "export"], [11, 4, 1, "", "getParameter"], [11, 4, 1, "", "load"], [11, 2, 1, "", "n_init"], [11, 2, 1, "", "n_param"], [11, 4, 1, "", "n_test"], [11, 4, 1, "", "n_train"], [11, 2, 1, "", "param_list"], [11, 2, 1, "", "param_name"], [11, 2, 1, "", "test_grid_sizes"], [11, 2, 1, "", "test_meshgrid"], [11, 2, 1, "", "test_space"], [11, 2, 1, "", "train_space"]], "lasdi.physics": [[13, 1, 1, "", "OfflineFOM"], [13, 1, 1, "", "Physics"], [12, 0, 0, "-", "burgers1d"]], "lasdi.physics.OfflineFOM": [[13, 2, 1, "", "dim"], [13, 2, 1, "", "dt"], [13, 4, 1, "", "export"], [13, 4, 1, "", "generate_solutions"], [13, 2, 1, "", "grid_size"], [13, 2, 1, "", "nt"], [13, 2, 1, "", "offline"], [13, 2, 1, "", "qdim"], [13, 2, 1, "", "qgrid_size"], [13, 2, 1, "", "t_grid"], [13, 2, 1, "", "x_grid"]], "lasdi.physics.Physics": [[13, 2, 1, "", "dim"], [13, 2, 1, "", "dt"], [13, 4, 1, "", "export"], [13, 4, 1, "", "generate_solutions"], [13, 2, 1, "", "grid_size"], [13, 4, 1, "", "initial_condition"], [13, 2, 1, "", "nt"], [13, 2, 1, "", "offline"], [13, 2, 1, "", "param_name"], [13, 2, 1, "", "qdim"], [13, 2, 1, "", "qgrid_size"], [13, 4, 1, "", "residual"], [13, 4, 1, "", "solve"], [13, 2, 1, "", "t_grid"], [13, 2, 1, "", "x_grid"]], "lasdi.physics.burgers1d": [[12, 1, 1, "", "Burgers1D"], [12, 5, 1, "", "jacobian"], [12, 5, 1, "", "main"], [12, 5, 1, "", "residual_burgers"], [12, 5, 1, "", "solver"]], "lasdi.physics.burgers1d.Burgers1D": [[12, 2, 1, "", "a_idx"], [12, 2, 1, "", "convergence_threshold"], [12, 2, 1, "", "dim"], [12, 2, 1, "", "dt"], [12, 2, 1, "", "dx"], [12, 4, 1, "", "export"], [12, 2, 1, "", "grid_size"], [12, 4, 1, "", "initial_condition"], [12, 2, 1, "", "maxk"], [12, 2, 1, "", "nt"], [12, 2, 1, "", "offline"], [12, 2, 1, "", "qdim"], [12, 2, 1, "", "qgrid_size"], [12, 4, 1, "", "residual"], [12, 4, 1, "", "solve"], [12, 2, 1, "", "t_grid"], [12, 2, 1, "", "tmax"], [12, 2, 1, "", "w_idx"], [12, 2, 1, "", "x_grid"], [12, 2, 1, "", "xmax"], [12, 2, 1, "", "xmin"]], "lasdi.postprocess": [[14, 5, 1, "", "compute_errors"], [14, 5, 1, "", "heatmap2d"], [14, 5, 1, "", "plot_gp2d"], [14, 5, 1, "", "plot_prediction"]], "lasdi.timing": [[15, 1, 1, "", "Timer"]], "lasdi.timing.Timer": [[15, 2, 1, "", "calls"], [15, 4, 1, "", "end"], [15, 4, 1, "", "export"], [15, 4, 1, "", "load"], [15, 2, 1, "", "names"], [15, 4, 1, "", "print"], [15, 4, 1, "", "start"], [15, 2, 1, "", "starts"], [15, 2, 1, "", "times"]], "lasdi.workflow": [[16, 5, 1, "", "collect_samples"], [16, 5, 1, "", "initialize_latent_space"], [16, 5, 1, "", "initialize_physics"], [16, 5, 1, "", "initialize_trainer"], [16, 3, 1, "", "latent_dict"], [16, 3, 1, "", "ld_dict"], [16, 5, 1, "", "main"], [16, 3, 1, "", "parser"], [16, 3, 1, "", "physics_dict"], [16, 5, 1, "", "pick_samples"], [16, 5, 1, "", "run_samples"], [16, 5, 1, "", "step"], [16, 3, 1, "", "trainer_dict"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:attribute", "3": "py:data", "4": "py:method", "5": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "attribute", "Python attribute"], "3": ["py", "data", "Python data"], "4": ["py", "method", "Python method"], "5": ["py", "function", "Python function"]}, "titleterms": {"api": 0, "refer": [0, 17], "lasdi": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "enum": 1, "class": [1, 2, 4, 6, 7, 8, 9, 10, 11, 12, 13, 15], "modul": [1, 2, 3, 4, 6, 8, 10, 11, 12, 14, 15, 16], "content": [1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "fd": 2, "attribut": [2, 6, 10, 11, 16], "gp": 3, "function": [3, 4, 6, 9, 11, 12, 14, 16], "gplasdi": 4, "submodul": [5, 7, 13], "input": 6, "latent_dynam": [7, 8], "packag": [7, 9, 13], "sindi": 8, "latent_spac": 9, "network": 10, "param": 11, "physic": [12, 13], "burgers1d": 12, "postprocess": 14, "time": 15, "workflow": 16, "document": 17}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 58}, "alltitles": {"API Reference": [[0, "api-reference"]], "lasdi.enums": [[1, "module-lasdi.enums"]], "Classes": [[1, "classes"], [2, "classes"], [4, "classes"], [6, "classes"], [7, "classes"], [8, "classes"], [9, "classes"], [10, "classes"], [11, "classes"], [12, "classes"], [13, "classes"], [15, "classes"]], "Module Contents": [[1, "module-contents"], [2, "module-contents"], [3, "module-contents"], [4, "module-contents"], [6, "module-contents"], [8, "module-contents"], [10, "module-contents"], [11, "module-contents"], [12, "module-contents"], [14, "module-contents"], [15, "module-contents"], [16, "module-contents"]], "lasdi.fd": [[2, "module-lasdi.fd"]], "Attributes": [[2, "attributes"], [6, "attributes"], [10, "attributes"], [11, "attributes"], [16, "attributes"]], "lasdi.gp": [[3, "module-lasdi.gp"]], "Functions": [[3, "functions"], [4, "functions"], [6, "functions"], [9, "functions"], [11, "functions"], [12, "functions"], [14, "functions"], [16, "functions"]], "lasdi.gplasdi": [[4, "module-lasdi.gplasdi"]], "lasdi": [[5, "module-lasdi"]], "Submodules": [[5, "submodules"], [7, "submodules"], [13, "submodules"]], "lasdi.inputs": [[6, "module-lasdi.inputs"]], "lasdi.latent_dynamics": [[7, "module-lasdi.latent_dynamics"]], "Package Contents": [[7, "package-contents"], [9, "package-contents"], [13, "package-contents"]], "lasdi.latent_dynamics.sindy": [[8, "module-lasdi.latent_dynamics.sindy"]], "lasdi.latent_space": [[9, "module-lasdi.latent_space"]], "lasdi.networks": [[10, "module-lasdi.networks"]], "lasdi.param": [[11, "module-lasdi.param"]], "lasdi.physics.burgers1d": [[12, "module-lasdi.physics.burgers1d"]], "lasdi.physics": [[13, "module-lasdi.physics"]], "lasdi.postprocess": [[14, "module-lasdi.postprocess"]], "lasdi.timing": [[15, "module-lasdi.timing"]], "lasdi.workflow": [[16, "module-lasdi.workflow"]], "LaSDI documentation": [[17, "lasdi-documentation"]], "Contents:": [[17, null]], "References": [[17, "references"]]}, "indexentries": {"collectsample (lasdi.enums.nextstep attribute)": [[1, "lasdi.enums.NextStep.CollectSample"]], "complete (lasdi.enums.result attribute)": [[1, "lasdi.enums.Result.Complete"]], "fail (lasdi.enums.result attribute)": [[1, "lasdi.enums.Result.Fail"]], "nextstep (class in lasdi.enums)": [[1, "lasdi.enums.NextStep"]], "picksample (lasdi.enums.nextstep attribute)": [[1, "lasdi.enums.NextStep.PickSample"]], "result (class in lasdi.enums)": [[1, "lasdi.enums.Result"]], "runsample (lasdi.enums.nextstep attribute)": [[1, "lasdi.enums.NextStep.RunSample"]], "success (lasdi.enums.result attribute)": [[1, "lasdi.enums.Result.Success"]], "train (lasdi.enums.nextstep attribute)": [[1, "lasdi.enums.NextStep.Train"]], "unexecuted (lasdi.enums.result attribute)": [[1, "lasdi.enums.Result.Unexecuted"]], "lasdi.enums": [[1, "module-lasdi.enums"]], "module": [[1, "module-lasdi.enums"], [2, "module-lasdi.fd"], [3, "module-lasdi.gp"], [4, "module-lasdi.gplasdi"], [5, "module-lasdi"], [6, "module-lasdi.inputs"], [7, "module-lasdi.latent_dynamics"], [8, "module-lasdi.latent_dynamics.sindy"], [9, "module-lasdi.latent_space"], [10, "module-lasdi.networks"], [11, "module-lasdi.param"], [12, "module-lasdi.physics.burgers1d"], [13, "module-lasdi.physics"], [14, "module-lasdi.postprocess"], [15, "module-lasdi.timing"], [16, "module-lasdi.workflow"]], "fddict (in module lasdi.fd)": [[2, "lasdi.fd.FDdict"]], "sbp12 (class in lasdi.fd)": [[2, "lasdi.fd.SBP12"]], "sbp24 (class in lasdi.fd)": [[2, "lasdi.fd.SBP24"]], "sbp36 (class in lasdi.fd)": [[2, "lasdi.fd.SBP36"]], "sbp48 (class in lasdi.fd)": [[2, "lasdi.fd.SBP48"]], "stencil (class in lasdi.fd)": [[2, "lasdi.fd.Stencil"]], "convert() (lasdi.fd.stencil method)": [[2, "lasdi.fd.Stencil.convert"]], "getoperators() (lasdi.fd.stencil method)": [[2, "lasdi.fd.Stencil.getOperators"]], "interiorindexes (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.interiorIndexes"]], "interiorindexes (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.interiorIndexes"]], "interiorindexes (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.interiorIndexes"]], "interiorindexes (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.interiorIndexes"]], "interiorindexes (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.interiorIndexes"]], "interiorstencils (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.interiorStencils"]], "interiorstencils (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.interiorStencils"]], "interiorstencils (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.interiorStencils"]], "interiorstencils (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.interiorStencils"]], "interiorstencils (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.interiorStencils"]], "lasdi.fd": [[2, "module-lasdi.fd"]], "leftbdrdepth (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.leftBdrDepth"]], "leftbdrdepth (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.leftBdrDepth"]], "leftbdrdepth (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.leftBdrDepth"]], "leftbdrdepth (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.leftBdrDepth"]], "leftbdrdepth (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.leftBdrDepth"]], "leftbdrnorm (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.leftBdrNorm"]], "leftbdrnorm (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.leftBdrNorm"]], "leftbdrnorm (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.leftBdrNorm"]], "leftbdrnorm (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.leftBdrNorm"]], "leftbdrnorm (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.leftBdrNorm"]], "leftbdrstencils (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.leftBdrStencils"]], "leftbdrstencils (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.leftBdrStencils"]], "leftbdrstencils (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.leftBdrStencils"]], "leftbdrstencils (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.leftBdrStencils"]], "leftbdrstencils (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.leftBdrStencils"]], "leftbdrwidth (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.leftBdrWidth"]], "leftbdrwidth (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.leftBdrWidth"]], "leftbdrwidth (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.leftBdrWidth"]], "leftbdrwidth (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.leftBdrWidth"]], "leftbdrwidth (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.leftBdrWidth"]], "eval_gp() (in module lasdi.gp)": [[3, "lasdi.gp.eval_gp"]], "fit_gps() (in module lasdi.gp)": [[3, "lasdi.gp.fit_gps"]], "lasdi.gp": [[3, "module-lasdi.gp"]], "sample_coefs() (in module lasdi.gp)": [[3, "lasdi.gp.sample_coefs"]], "bayesianglasdi (class in lasdi.gplasdi)": [[4, "lasdi.gplasdi.BayesianGLaSDI"]], "mse (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.MSE"]], "x_test (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.X_test"]], "x_train (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.X_train"]], "ae_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.ae_loss"]], "autoencoder (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.autoencoder"]], "average_rom() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.average_rom"]], "best_coefs (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.best_coefs"]], "best_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.best_loss"]], "coef_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.coef_loss"]], "coef_weight (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.coef_weight"]], "export() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.export"]], "get_fom_max_std() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.get_fom_max_std"]], "get_new_sample_point() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.get_new_sample_point"]], "lasdi.gplasdi": [[4, "module-lasdi.gplasdi"]], "latent_dynamics (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.latent_dynamics"]], "ld_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.ld_loss"]], "ld_weight (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.ld_weight"]], "load() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.load"]], "lr (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.lr"]], "max_greedy_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.max_greedy_iter"]], "max_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.max_iter"]], "n_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.n_iter"]], "n_samples (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.n_samples"]], "optimizer (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.optimizer"]], "optimizer_to() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.optimizer_to"]], "param_space (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.param_space"]], "path_checkpoint (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.path_checkpoint"]], "path_results (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.path_results"]], "physics (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.physics"]], "restart_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.restart_iter"]], "sample_roms() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.sample_roms"]], "timer (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.timer"]], "train() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.train"]], "training_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.training_loss"]], "lasdi": [[5, "module-lasdi"]], "inputparser (class in lasdi.inputs)": [[6, "lasdi.inputs.InputParser"]], "dict_ (lasdi.inputs.inputparser attribute)": [[6, "lasdi.inputs.InputParser.dict_"]], "getdictfromlist() (in module lasdi.inputs)": [[6, "lasdi.inputs.getDictFromList"]], "getinput() (lasdi.inputs.inputparser method)": [[6, "lasdi.inputs.InputParser.getInput"]], "lasdi.inputs": [[6, "module-lasdi.inputs"]], "name (lasdi.inputs.inputparser attribute)": [[6, "lasdi.inputs.InputParser.name"]], "verbose (in module lasdi.inputs)": [[6, "lasdi.inputs.verbose"]], "latentdynamics (class in lasdi.latent_dynamics)": [[7, "lasdi.latent_dynamics.LatentDynamics"]], "calibrate() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.calibrate"]], "coefs (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.coefs"]], "dim (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.dim"]], "export() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.export"]], "lasdi.latent_dynamics": [[7, "module-lasdi.latent_dynamics"]], "load() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.load"]], "ncoefs (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.ncoefs"]], "nt (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.nt"]], "sample() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.sample"]], "simulate() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.simulate"]], "mse (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.MSE"]], "sindy (class in lasdi.latent_dynamics.sindy)": [[8, "lasdi.latent_dynamics.sindy.SINDy"]], "calibrate() (lasdi.latent_dynamics.sindy.sindy method)": [[8, "lasdi.latent_dynamics.sindy.SINDy.calibrate"]], "coef_norm_order (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.coef_norm_order"]], "compute_time_derivative() (lasdi.latent_dynamics.sindy.sindy method)": [[8, "lasdi.latent_dynamics.sindy.SINDy.compute_time_derivative"]], "export() (lasdi.latent_dynamics.sindy.sindy method)": [[8, "lasdi.latent_dynamics.sindy.SINDy.export"]], "fd (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.fd"]], "fd_oper (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.fd_oper"]], "fd_type (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.fd_type"]], "lasdi.latent_dynamics.sindy": [[8, "module-lasdi.latent_dynamics.sindy"]], "ncoefs (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.ncoefs"]], "simulate() (lasdi.latent_dynamics.sindy.sindy method)": [[8, "lasdi.latent_dynamics.sindy.SINDy.simulate"]], "autoencoder (class in lasdi.latent_space)": [[9, "lasdi.latent_space.Autoencoder"]], "backward (lasdi.latent_space.cnn2d.mode attribute)": [[9, "lasdi.latent_space.CNN2D.Mode.Backward"]], "cnn2d (class in lasdi.latent_space)": [[9, "lasdi.latent_space.CNN2D"]], "cnn2d.mode (class in lasdi.latent_space)": [[9, "lasdi.latent_space.CNN2D.Mode"]], "conv2dautoencoder (class in lasdi.latent_space)": [[9, "lasdi.latent_space.Conv2DAutoencoder"]], "forward (lasdi.latent_space.cnn2d.mode attribute)": [[9, "lasdi.latent_space.CNN2D.Mode.Forward"]], "latentspace (class in lasdi.latent_space)": [[9, "lasdi.latent_space.LatentSpace"]], "multilayerperceptron (class in lasdi.latent_space)": [[9, "lasdi.latent_space.MultiLayerPerceptron"]], "act (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.act"]], "act (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.act"]], "act_type (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.act_type"]], "batch_reshape (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.batch_reshape"]], "bias (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.bias"]], "channels (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.channels"]], "compute_input_layer_size() (lasdi.latent_space.cnn2d class method)": [[9, "lasdi.latent_space.CNN2D.compute_input_layer_size"]], "compute_kernel_size() (lasdi.latent_space.cnn2d class method)": [[9, "lasdi.latent_space.CNN2D.compute_kernel_size"]], "compute_output_layer_size() (lasdi.latent_space.cnn2d class method)": [[9, "lasdi.latent_space.CNN2D.compute_output_layer_size"]], "data_shape (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.data_shape"]], "decoder (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.decoder"]], "decoder (lasdi.latent_space.conv2dautoencoder attribute)": [[9, "lasdi.latent_space.Conv2DAutoencoder.decoder"]], "dilations (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.dilations"]], "encoder (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.encoder"]], "encoder (lasdi.latent_space.conv2dautoencoder attribute)": [[9, "lasdi.latent_space.Conv2DAutoencoder.encoder"]], "export() (lasdi.latent_space.autoencoder method)": [[9, "lasdi.latent_space.Autoencoder.export"]], "export() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.export"]], "export() (lasdi.latent_space.latentspace method)": [[9, "lasdi.latent_space.LatentSpace.export"]], "fcs (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.fcs"]], "fcs (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.fcs"]], "forward() (lasdi.latent_space.autoencoder method)": [[9, "lasdi.latent_space.Autoencoder.forward"]], "forward() (lasdi.latent_space.cnn2d method)": [[9, "lasdi.latent_space.CNN2D.forward"]], "forward() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.forward"]], "forward() (lasdi.latent_space.latentspace method)": [[9, "lasdi.latent_space.LatentSpace.forward"]], "forward() (lasdi.latent_space.multilayerperceptron method)": [[9, "lasdi.latent_space.MultiLayerPerceptron.forward"]], "groups (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.groups"]], "init_weight() (lasdi.latent_space.cnn2d method)": [[9, "lasdi.latent_space.CNN2D.init_weight"]], "init_weight() (lasdi.latent_space.multilayerperceptron method)": [[9, "lasdi.latent_space.MultiLayerPerceptron.init_weight"]], "initial_condition_latent() (in module lasdi.latent_space)": [[9, "lasdi.latent_space.initial_condition_latent"]], "kernel_sizes (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.kernel_sizes"]], "lasdi.latent_space": [[9, "module-lasdi.latent_space"]], "layer_sizes (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.layer_sizes"]], "layer_sizes (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.layer_sizes"]], "load() (lasdi.latent_space.autoencoder method)": [[9, "lasdi.latent_space.Autoencoder.load"]], "load() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.load"]], "load() (lasdi.latent_space.latentspace method)": [[9, "lasdi.latent_space.LatentSpace.load"]], "n_layers (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.n_layers"]], "n_layers (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.n_layers"]], "n_z (lasdi.latent_space.latentspace attribute)": [[9, "lasdi.latent_space.LatentSpace.n_z"]], "padding_mode (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.padding_mode"]], "paddings (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.paddings"]], "print_architecture() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.print_architecture"]], "print_architecture() (lasdi.latent_space.multilayerperceptron method)": [[9, "lasdi.latent_space.MultiLayerPerceptron.print_architecture"]], "print_data_shape() (lasdi.latent_space.cnn2d method)": [[9, "lasdi.latent_space.CNN2D.print_data_shape"]], "qgrid_size (lasdi.latent_space.latentspace attribute)": [[9, "lasdi.latent_space.LatentSpace.qgrid_size"]], "reshape_index (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.reshape_index"]], "reshape_shape (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.reshape_shape"]], "set_batch_shape() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.set_batch_shape"]], "set_data_shape() (lasdi.latent_space.cnn2d method)": [[9, "lasdi.latent_space.CNN2D.set_data_shape"]], "space_dim (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.space_dim"]], "strides (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.strides"]], "backward (lasdi.networks.cnn2d.mode attribute)": [[10, "lasdi.networks.CNN2D.Mode.Backward"]], "cnn2d (class in lasdi.networks)": [[10, "lasdi.networks.CNN2D"]], "cnn2d.mode (class in lasdi.networks)": [[10, "lasdi.networks.CNN2D.Mode"]], "forward (lasdi.networks.cnn2d.mode attribute)": [[10, "lasdi.networks.CNN2D.Mode.Forward"]], "multilayerperceptron (class in lasdi.networks)": [[10, "lasdi.networks.MultiLayerPerceptron"]], "act (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.act"]], "act (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.act"]], "act_dict (in module lasdi.networks)": [[10, "lasdi.networks.act_dict"]], "act_type (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.act_type"]], "batch_reshape (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.batch_reshape"]], "bias (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.bias"]], "channels (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.channels"]], "compute_input_layer_size() (lasdi.networks.cnn2d class method)": [[10, "lasdi.networks.CNN2D.compute_input_layer_size"]], "compute_kernel_size() (lasdi.networks.cnn2d class method)": [[10, "lasdi.networks.CNN2D.compute_kernel_size"]], "compute_output_layer_size() (lasdi.networks.cnn2d class method)": [[10, "lasdi.networks.CNN2D.compute_output_layer_size"]], "data_shape (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.data_shape"]], "dilations (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.dilations"]], "fcs (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.fcs"]], "fcs (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.fcs"]], "forward() (lasdi.networks.cnn2d method)": [[10, "lasdi.networks.CNN2D.forward"]], "forward() (lasdi.networks.multilayerperceptron method)": [[10, "lasdi.networks.MultiLayerPerceptron.forward"]], "groups (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.groups"]], "init_weight() (lasdi.networks.cnn2d method)": [[10, "lasdi.networks.CNN2D.init_weight"]], "init_weight() (lasdi.networks.multilayerperceptron method)": [[10, "lasdi.networks.MultiLayerPerceptron.init_weight"]], "kernel_sizes (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.kernel_sizes"]], "lasdi.networks": [[10, "module-lasdi.networks"]], "layer_sizes (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.layer_sizes"]], "layer_sizes (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.layer_sizes"]], "n_layers (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.n_layers"]], "n_layers (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.n_layers"]], "padding_mode (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.padding_mode"]], "paddings (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.paddings"]], "print_architecture() (lasdi.networks.multilayerperceptron method)": [[10, "lasdi.networks.MultiLayerPerceptron.print_architecture"]], "print_data_shape() (lasdi.networks.cnn2d method)": [[10, "lasdi.networks.CNN2D.print_data_shape"]], "reshape_index (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.reshape_index"]], "reshape_shape (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.reshape_shape"]], "set_data_shape() (lasdi.networks.cnn2d method)": [[10, "lasdi.networks.CNN2D.set_data_shape"]], "strides (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.strides"]], "parameterspace (class in lasdi.param)": [[11, "lasdi.param.ParameterSpace"]], "appendtrainspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.appendTrainSpace"]], "createhypergridspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createHyperGridSpace"]], "createhypermeshgrid() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createHyperMeshGrid"]], "createinitialtrainspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createInitialTrainSpace"]], "createinitialtrainspaceforhull() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createInitialTrainSpaceForHull"]], "createtestgridspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createTestGridSpace"]], "createtestgridspaceforhull() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createTestGridSpaceForHull"]], "createtesthullspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createTestHullSpace"]], "create_uniform_1dspace() (in module lasdi.param)": [[11, "lasdi.param.create_uniform_1dspace"]], "export() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.export"]], "getparam1dspace (in module lasdi.param)": [[11, "lasdi.param.getParam1DSpace"]], "getparameter() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.getParameter"]], "get_1dspace_from_list() (in module lasdi.param)": [[11, "lasdi.param.get_1dspace_from_list"]], "lasdi.param": [[11, "module-lasdi.param"]], "load() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.load"]], "n_init (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.n_init"]], "n_param (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.n_param"]], "n_test() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.n_test"]], "n_train() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.n_train"]], "param_list (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.param_list"]], "param_name (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.param_name"]], "test_grid_sizes (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.test_grid_sizes"]], "test_meshgrid (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.test_meshgrid"]], "test_space (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.test_space"]], "train_space (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.train_space"]], "burgers1d (class in lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.Burgers1D"]], "a_idx (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.a_idx"]], "convergence_threshold (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.convergence_threshold"]], "dim (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.dim"]], "dt (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.dt"]], "dx (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.dx"]], "export() (lasdi.physics.burgers1d.burgers1d method)": [[12, "lasdi.physics.burgers1d.Burgers1D.export"]], "grid_size (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.grid_size"]], "initial_condition() (lasdi.physics.burgers1d.burgers1d method)": [[12, "lasdi.physics.burgers1d.Burgers1D.initial_condition"]], "jacobian() (in module lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.jacobian"]], "lasdi.physics.burgers1d": [[12, "module-lasdi.physics.burgers1d"]], "main() (in module lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.main"]], "maxk (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.maxk"]], "nt (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.nt"]], "offline (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.offline"]], "qdim (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.qdim"]], "qgrid_size (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.qgrid_size"]], "residual() (lasdi.physics.burgers1d.burgers1d method)": [[12, "lasdi.physics.burgers1d.Burgers1D.residual"]], "residual_burgers() (in module lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.residual_burgers"]], "solve() (lasdi.physics.burgers1d.burgers1d method)": [[12, "lasdi.physics.burgers1d.Burgers1D.solve"]], "solver() (in module lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.solver"]], "t_grid (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.t_grid"]], "tmax (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.tmax"]], "w_idx (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.w_idx"]], "x_grid (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.x_grid"]], "xmax (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.xmax"]], "xmin (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.xmin"]], "offlinefom (class in lasdi.physics)": [[13, "lasdi.physics.OfflineFOM"]], "physics (class in lasdi.physics)": [[13, "lasdi.physics.Physics"]], "dim (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.dim"]], "dim (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.dim"]], "dt (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.dt"]], "dt (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.dt"]], "export() (lasdi.physics.offlinefom method)": [[13, "lasdi.physics.OfflineFOM.export"]], "export() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.export"]], "generate_solutions() (lasdi.physics.offlinefom method)": [[13, "lasdi.physics.OfflineFOM.generate_solutions"]], "generate_solutions() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.generate_solutions"]], "grid_size (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.grid_size"]], "grid_size (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.grid_size"]], "initial_condition() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.initial_condition"]], "lasdi.physics": [[13, "module-lasdi.physics"]], "nt (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.nt"]], "nt (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.nt"]], "offline (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.offline"]], "offline (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.offline"]], "param_name (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.param_name"]], "qdim (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.qdim"]], "qdim (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.qdim"]], "qgrid_size (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.qgrid_size"]], "qgrid_size (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.qgrid_size"]], "residual() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.residual"]], "solve() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.solve"]], "t_grid (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.t_grid"]], "t_grid (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.t_grid"]], "x_grid (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.x_grid"]], "x_grid (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.x_grid"]], "compute_errors() (in module lasdi.postprocess)": [[14, "lasdi.postprocess.compute_errors"]], "heatmap2d() (in module lasdi.postprocess)": [[14, "lasdi.postprocess.heatmap2d"]], "lasdi.postprocess": [[14, "module-lasdi.postprocess"]], "plot_gp2d() (in module lasdi.postprocess)": [[14, "lasdi.postprocess.plot_gp2d"]], "plot_prediction() (in module lasdi.postprocess)": [[14, "lasdi.postprocess.plot_prediction"]], "timer (class in lasdi.timing)": [[15, "lasdi.timing.Timer"]], "calls (lasdi.timing.timer attribute)": [[15, "lasdi.timing.Timer.calls"]], "end() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.end"]], "export() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.export"]], "lasdi.timing": [[15, "module-lasdi.timing"]], "load() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.load"]], "names (lasdi.timing.timer attribute)": [[15, "lasdi.timing.Timer.names"]], "print() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.print"]], "start() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.start"]], "starts (lasdi.timing.timer attribute)": [[15, "lasdi.timing.Timer.starts"]], "times (lasdi.timing.timer attribute)": [[15, "lasdi.timing.Timer.times"]], "collect_samples() (in module lasdi.workflow)": [[16, "lasdi.workflow.collect_samples"]], "initialize_latent_space() (in module lasdi.workflow)": [[16, "lasdi.workflow.initialize_latent_space"]], "initialize_physics() (in module lasdi.workflow)": [[16, "lasdi.workflow.initialize_physics"]], "initialize_trainer() (in module lasdi.workflow)": [[16, "lasdi.workflow.initialize_trainer"]], "lasdi.workflow": [[16, "module-lasdi.workflow"]], "latent_dict (in module lasdi.workflow)": [[16, "lasdi.workflow.latent_dict"]], "ld_dict (in module lasdi.workflow)": [[16, "lasdi.workflow.ld_dict"]], "main() (in module lasdi.workflow)": [[16, "lasdi.workflow.main"]], "parser (in module lasdi.workflow)": [[16, "lasdi.workflow.parser"]], "physics_dict (in module lasdi.workflow)": [[16, "lasdi.workflow.physics_dict"]], "pick_samples() (in module lasdi.workflow)": [[16, "lasdi.workflow.pick_samples"]], "run_samples() (in module lasdi.workflow)": [[16, "lasdi.workflow.run_samples"]], "step() (in module lasdi.workflow)": [[16, "lasdi.workflow.step"]], "trainer_dict (in module lasdi.workflow)": [[16, "lasdi.workflow.trainer_dict"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["autoapi/index", "autoapi/lasdi/enums/index", "autoapi/lasdi/fd/index", "autoapi/lasdi/gp/index", "autoapi/lasdi/gplasdi/index", "autoapi/lasdi/index", "autoapi/lasdi/inputs/index", "autoapi/lasdi/latent_dynamics/index", "autoapi/lasdi/latent_dynamics/sindy/index", "autoapi/lasdi/latent_space/index", "autoapi/lasdi/networks/index", "autoapi/lasdi/param/index", "autoapi/lasdi/physics/burgers1d/index", "autoapi/lasdi/physics/index", "autoapi/lasdi/postprocess/index", "autoapi/lasdi/timing/index", "autoapi/lasdi/workflow/index", "index"], "filenames": ["autoapi/index.rst", "autoapi/lasdi/enums/index.rst", "autoapi/lasdi/fd/index.rst", "autoapi/lasdi/gp/index.rst", "autoapi/lasdi/gplasdi/index.rst", "autoapi/lasdi/index.rst", "autoapi/lasdi/inputs/index.rst", "autoapi/lasdi/latent_dynamics/index.rst", "autoapi/lasdi/latent_dynamics/sindy/index.rst", "autoapi/lasdi/latent_space/index.rst", "autoapi/lasdi/networks/index.rst", "autoapi/lasdi/param/index.rst", "autoapi/lasdi/physics/burgers1d/index.rst", "autoapi/lasdi/physics/index.rst", "autoapi/lasdi/postprocess/index.rst", "autoapi/lasdi/timing/index.rst", "autoapi/lasdi/workflow/index.rst", "index.rst"], "titles": ["API Reference", "lasdi.enums", "lasdi.fd", "lasdi.gp", "lasdi.gplasdi", "lasdi", "lasdi.inputs", "lasdi.latent_dynamics", "lasdi.latent_dynamics.sindy", "lasdi.latent_space", "lasdi.networks", "lasdi.param", "lasdi.physics.burgers1d", "lasdi.physics", "lasdi.postprocess", "lasdi.timing", "lasdi.workflow", "LaSDI documentation"], "terms": {"thi": [0, 1, 4, 9, 11, 15], "page": 0, "contain": [0, 3, 4, 11, 15], "auto": 0, "gener": [0, 1, 3, 12, 13], "document": [0, 9, 10], "1": [0, 1, 2, 9, 10, 12, 13, 14], "lasdi": 0, "enum": [0, 5, 9, 10], "fd": [0, 5, 8], "gp": [0, 4, 5], "gplasdi": [0, 5, 16, 17], "input": [0, 4, 5, 9, 10], "latent_dynam": [0, 4, 5], "sindi": [0, 3, 4, 7, 14], "latent_spac": [0, 5], "network": [0, 5, 9], "param": [0, 3, 5, 12, 13, 14], "physic": [0, 4, 5, 9, 11, 14, 16, 17], "burgers1d": [0, 13, 16], "postprocess": [0, 5], "time": [0, 5, 7, 8, 9, 10], "workflow": [0, 5], "creat": 0, "sphinx": 0, "autoapi": 0, "nextstep": 1, "base": [1, 2, 8, 9, 10, 12, 13, 17], "enumer": [1, 9, 10], "deriv": [1, 8], "from": [1, 3, 6, 9, 10, 12, 15], "defin": [1, 4], "new": [1, 4], "train": [1, 3, 4, 8, 9, 10, 11], "picksampl": 1, "2": [1, 2, 9, 10, 12, 13], "runsampl": 1, "3": [1, 2, 8, 9, 10, 12, 13], "collectsampl": 1, "4": [1, 2], "result": 1, "unexecut": 1, "success": 1, "fail": 1, "complet": 1, "stencil": 2, "leftbdrdepth": 2, "0": [2, 4, 9, 10, 11, 12, 13, 14], "leftbdrwidth": 2, "leftbdrstencil": 2, "leftbdrnorm": 2, "interiorstencil": 2, "interiorindex": 2, "getoper": 2, "nx": [2, 12], "period": 2, "fals": [2, 6, 7, 8, 13, 16], "convert": [2, 11], "scipy_coo": 2, "sbp12": 2, "5": [2, 14], "sbp24": 2, "6": [2, 14], "sbp36": 2, "7": 2, "8": 2, "9": 2, "sbp48": 2, "10": [2, 14], "11": 2, "12": 2, "fddict": 2, "fit_gp": 3, "x": [3, 9, 10, 11], "y": 3, "each": [3, 8, 9, 10, 11, 15], "given": [3, 7, 8, 9, 10, 13], "interpol": [3, 17], "dataset": [3, 8], "n_train": [3, 7, 11], "n_param": [3, 11], "numpi": [3, 4, 7, 8, 9, 10, 11, 12, 13], "2d": [3, 4, 7, 8, 9, 10, 11, 12, 13], "arrai": [3, 4, 9, 10, 11, 12, 13], "n_coef": 3, "we": 3, "assum": [3, 8, 12, 13], "target": [3, 9, 10], "coeffici": [3, 7], "i": [3, 6, 7, 8, 9, 10, 11, 15, 16, 17], "independ": 3, "other": 3, "gp_dictionnari": [3, 4, 14], "sklearn": 3, "object": [3, 4], "eval_gp": 3, "param_grid": [3, 4, 9, 11], "comput": [3, 4, 7, 8, 9, 10, 12, 14, 17], "predict": [3, 17], "mean": 3, "standard": [3, 4], "deviat": [3, 4], "point": [3, 4, 7, 8, 11], "paramet": [3, 4, 9, 10, 11, 13, 14], "space": [3, 4, 9, 11, 16, 17], "grid": [3, 4, 11], "sample_coef": 3, "n_sampl": [3, 4, 14], "sampl": [3, 4, 7], "set": [3, 7, 9, 10], "od": [3, 8, 17], "one": [3, 6, 7], "coef_sampl": 3, "list": [3, 4, 6, 9, 10, 11, 15], "length": 3, "where": [3, 9, 10, 11], "term": [3, 8], "matrix": 3, "distribut": [3, 9, 10], "average_rom": 4, "autoencod": [4, 9, 14, 16, 17], "gp_dictionari": 4, "sample_rom": 4, "collect": 4, "rom": [4, 17], "trajectori": 4, "gaussian": [4, 17], "process": [4, 17], "regressor": 4, "size": [4, 8, 9, 10, 11, 13, 15], "n_test": [4, 11], "integ": [4, 9, 10], "assert": 4, "len": [4, 9, 10, 11], "shape": [4, 7, 8, 9, 10, 12, 13], "output": [4, 6, 7, 8, 9, 10, 11], "np": [4, 11], "nt": [4, 7, 8, 12, 13], "n_z": [4, 9], "get_fom_max_std": 4, "zi": 4, "maximum": [4, 14], "accross": 4, "find": [4, 6], "correspond": [4, 6, 8, 9, 10, 11], "locat": 4, "optimizer_to": 4, "optim": 4, "devic": 4, "bayesianglasdi": 4, "param_spac": 4, "config": [4, 8, 9, 11, 16], "run": [4, 15], "full": [4, 17], "It": [4, 17], "take": [4, 11], "pytorch": 4, "dictionnari": 4, "all": [4, 8, 9, 10, 15], "The": [4, 8, 9, 10, 11, 15], "method": [4, 15, 17], "activ": [4, 9, 10, 17], "learn": [4, 17], "loop": [4, 8], "reconstruct": 4, "loss": [4, 7], "fom": [4, 16], "data": [4, 9, 10, 12], "x_train": 4, "x_test": [4, 14], "timer": [4, 15], "lr": 4, "n_iter": 4, "max_it": 4, "max_greedy_it": 4, "ld_weight": 4, "coef_weight": 4, "mse": [4, 8], "path_checkpoint": 4, "path_result": 4, "best_loss": 4, "best_coef": 4, "none": [4, 6, 8, 9, 10, 11, 12, 13, 15, 16], "restart_it": 4, "training_loss": 4, "ae_loss": 4, "ld_loss": 4, "coef_loss": 4, "get_new_sample_point": 4, "export": [4, 7, 8, 9, 11, 12, 13, 15], "load": [4, 7, 9, 11, 15], "dict_": [4, 6, 7, 9, 11, 15], "verbos": 6, "inputpars": 6, "dict": [6, 10, 11, 15], "name": [6, 15], "getinput": 6, "kei": [6, 15], "fallback": 6, "datatyp": 6, "valu": [6, 9, 10, 14, 15], "If": [6, 9, 10, 15], "specifi": [6, 9, 10], "do": 6, "exist": 6, "us": [6, 9, 10, 17], "doe": [6, 15], "return": [6, 9, 10, 11, 15], "an": [6, 11], "error": [6, 14], "enforc": 6, "ha": [6, 9, 10], "right": 6, "getdictfromlist": 6, "list_": 6, "inputdict": 6, "get": 6, "val": 6, "note": [6, 9, 15], "onli": [6, 8, 9, 16], "first": [6, 9, 10], "item": 6, "even": 6, "more": 6, "than": 6, "latentdynam": [7, 8], "dim_": 7, "nt_": 7, "dim": [7, 8, 12, 13], "ncoef": [7, 8], "coef": [7, 8], "calibr": [7, 8], "z": [7, 8], "dt": [7, 8, 12, 13], "compute_loss": [7, 8], "true": [7, 8, 9, 10, 13, 14], "latent": [7, 9, 16, 17], "dynam": [7, 17], "seri": 7, "encod": [7, 8, 9], "3d": [7, 9, 10, 12, 13], "tensor": [7, 8, 9, 10], "time_dim": [7, 8], "space_dim": [7, 8, 9, 12, 13], "simul": [7, 8], "z0": [7, 8, 9], "t_grid": [7, 8, 12, 13], "integr": [7, 8], "initi": [7, 8, 9, 10, 11, 16], "condit": [7, 8, 9], "coefs_sampl": 7, "z0_sampl": 7, "fd_type": 8, "fd_oper": 8, "coef_norm_ord": 8, "over": 8, "case": 8, "dimens": [8, 9, 10, 11, 12, 13], "compute_time_deriv": 8, "build": [8, 11], "linear": [8, 9, 10], "ar": [8, 9, 11], "through": [8, 9, 10, 17], "finit": 8, "differ": 8, "timestep": 8, "uniform": [8, 9, 10, 11], "scalar": 8, "dzdt": 8, "same": [8, 9, 10, 15], "system": [8, 17], "u0": [8, 9, 12], "multilayerperceptron": [9, 10], "layer_s": [9, 10], "act_typ": [9, 10], "sigmoid": [9, 10], "reshape_index": [9, 10], "reshape_shap": [9, 10], "threshold": [9, 10], "torch": [9, 10], "nn": [9, 10], "modul": 9, "vanilla": [9, 10], "multi": [9, 10], "layer": [9, 10], "perceptron": [9, 10], "neural": [9, 10], "int": [9, 10, 11, 15], "vector": [9, 10, 11], "str": [9, 10, 15], "option": [9, 10], "type": [9, 10, 11, 15], "By": [9, 10, 17], "default": [9, 10], "see": [9, 10], "act_dict": [9, 10], "avail": [9, 10, 16], "optin": [9, 10], "index": [9, 10], "reshap": [9, 10], "either": [9, 10], "allow": [9, 10], "last": [9, 10], "execut": [9, 10], "which": [9, 10, 11], "behavior": [9, 10], "chang": [9, 10], "For": [9, 10], "detail": [9, 10], "action": [9, 10], "prod": [9, 10], "n_layer": [9, 10], "depth": [9, 10], "includ": [9, 10], "hidden": [9, 10], "fc": [9, 10], "featur": [9, 10], "between": [9, 10], "modulelist": [9, 10], "r_1": [9, 10], "r_2": [9, 10], "ldot": [9, 10], "r_n": [9, 10], "longrightarrow": [9, 10], "prod_": [9, 10], "n": [9, 10], "r_i": [9, 10], "act": [9, 10], "throughout": [9, 10], "forward": [9, 10], "evalu": [9, 10, 17], "pass": [9, 10], "must": [9, 10, 13, 15], "match": [9, 10, 13], "init_weight": [9, 10], "weight": [9, 10, 15, 17], "accord": [9, 10, 16, 17], "xavier": [9, 10], "print_architectur": [9, 10], "print": [9, 10, 15], "out": [9, 10], "architectur": [9, 10], "cnn2d": [9, 10], "mode": [9, 10], "stride": [9, 10], "pad": [9, 10], "dilat": [9, 10], "group": [9, 10], "bia": [9, 10], "padding_mod": [9, 10], "zero": [9, 10], "relu": [9, 10], "data_shap": [9, 10], "two": [9, 10], "dimension": [9, 10], "convolut": [9, 10], "direct": [9, 10], "cnn": [9, 10], "contract": [9, 10], "backward": [9, 10], "expand": [9, 10], "tupl": [9, 10, 11], "appli": [9, 10, 17], "bool": [9, 10], "_layer": [9, 10], "indic": [9, 10, 15], "k": [9, 10, 11], "th": [9, 10], "_size": [9, 10], "channel": [9, 10], "height": [9, 10], "width": [9, 10], "determin": [9, 10], "how": [9, 10], "api": [9, 10, 17], "can": [9, 10, 17], "kernel_s": [9, 10], "kernel": [9, 10], "automat": [9, 10], "so": [9, 10], "next": [9, 10], "conv2d": [9, 10], "batch_reshap": [9, 10], "4d": [9, 10], "arbitrari": [9, 10], "nd": [9, 10, 11, 12, 13], "set_data_shap": [9, 10], "batch": [9, 10], "order": [9, 10, 17], "n_1": [9, 10], "n_m": [9, 10], "c_1": [9, 10], "h_1": [9, 10], "w_1": [9, 10], "_reshap": [9, 10], "m": [9, 10, 17], "n_i": [9, 10], "self": [9, 10], "batch_shap": [9, 10], "print_data_shap": [9, 10], "classmethod": [9, 10], "compute_kernel_s": [9, 10], "input_shap": [9, 10], "output_shap": [9, 10], "produc": [9, 10], "desir": [9, 10], "formula": [9, 10], "convtranspose2d": [9, 10], "compute_input_layer_s": [9, 10], "compute_output_layer_s": [9, 10], "initial_condition_lat": 9, "latentspac": 9, "qgrid_siz": [9, 12, 13], "abstract": 9, "check": 9, "variabl": 9, "restart": 9, "file": [9, 16], "instanc": 9, "attribut": 9, "decod": [9, 17], "conv2dautoencod": 9, "set_batch_shap": 9, "dictionari": [10, 11, 15], "function": 10, "elu": 10, "hardshrink": 10, "hardsigmoid": 10, "hardtanh": 10, "hardswish": 10, "leakyrelu": 10, "logsigmoid": 10, "multihead": 10, "multiheadattent": 10, "prelu": 10, "relu6": 10, "rrelu": 10, "selu": 10, "celu": 10, "gelu": 10, "silu": 10, "mish": 10, "softplu": 10, "softshrink": 10, "tanh": 10, "tanhshrink": 10, "get_1dspace_from_list": 11, "create_uniform_1dspac": 11, "getparam1dspac": 11, "parameterspac": 11, "param_list": 11, "param_nam": [11, 12, 13, 16], "train_spac": 11, "test_spac": 11, "n_init": [11, 14], "test_grid_s": 11, "test_meshgrid": 11, "createinitialtrainspac": 11, "createinitialtrainspaceforhul": 11, "concaten": 11, "provid": 11, "A": [11, 15, 17], "mesh_grid": 11, "d": [11, 17], "number": [11, 15], "exterior": 11, "createtestgridspac": 11, "createtestgridspaceforhul": 11, "test": 11, "when": 11, "hull": 11, "gridsiz": 11, "element": 11, "equal": 11, "createtesthullspac": 11, "ani": 11, "within": 11, "convex": 11, "getparamet": 11, "param_vector": 11, "solv": [11, 12, 13, 17], "initial_condit": [11, 12, 13], "createhypermeshgrid": 11, "param_rang": 11, "1d": [11, 12, 13], "paramspac": 11, "createhypergridspac": 11, "appendtrainspac": 11, "cfg": [12, 13], "a_idx": 12, "w_idx": 12, "qdim": [12, 13], "offlin": [12, 13], "grid_siz": [12, 13], "higher": [12, 13], "xmin": 12, "xmax": 12, "dx": 12, "tmax": 12, "x_grid": [12, 13], "maxk": 12, "convergence_threshold": 12, "residu": [12, 13], "xhist": [12, 13], "residual_burg": 12, "un": 12, "uw": 12, "c": 12, "idxn1": 12, "burger": 12, "equat": 12, "http": 12, "github": 12, "com": 12, "llnl": 12, "glasdi": [12, 17], "jacobian": 12, "u": 12, "solver": 12, "main": [12, 16], "generate_solut": 13, "solut": [13, 17], "requir": 13, "specif": 13, "offlinefom": 13, "compute_error": 14, "x_pred": 14, "rel": 14, "plot_predict": 14, "scale": 14, "plot_gp2d": 14, "p1_mesh": 14, "p2_mesh": 14, "gp_mean": 14, "gp_std": 14, "param_train": 14, "param_label": 14, "p1": 14, "p2": 14, "plot_shap": 14, "figsiz": 14, "15": 14, "13": 14, "refin": 14, "cm": 14, "plt": 14, "jet": 14, "margin": 14, "05": 14, "heatmap2d": 14, "p1_grid": 14, "p2_grid": 14, "titl": 14, "light": [15, 17], "map": [15, 17], "job": 15, "call": 15, "store": 15, "total": 15, "float": 15, "start": 15, "instead": 15, "regist": 15, "arg": 15, "have": 15, "befor": 15, "end": 15, "increas": 15, "runtim": 15, "per": 15, "trainer_dict": 16, "latent_dict": 16, "ld_dict": 16, "physics_dict": 16, "parser": 16, "step": 16, "trainer": 16, "next_step": 16, "use_restart": 16, "initialize_train": 16, "restart_fil": 16, "class": 16, "model": [16, 17], "current": 16, "initialize_latent_spac": 16, "ae": 16, "initialize_phys": 16, "pick_sampl": 16, "run_sampl": 16, "collect_sampl": 16, "python": 17, "packag": 17, "identif": 17, "pde": 17, "govern": 17, "reduc": 17, "fast": 17, "accur": 17, "made": 17, "feed": 17, "also": 17, "support": 17, "parametr": 17, "uncertainti": 17, "via": 17, "bonnevil": 17, "christoph": 17, "xiaolong": 17, "he": 17, "april": 17, "tran": 17, "jun": 17, "sur": 17, "park": 17, "william": 17, "fri": 17, "daniel": 17, "messeng": 17, "siu": 17, "wun": 17, "cheung": 17, "et": 17, "al": 17, "comprehens": 17, "review": 17, "algorithm": 17, "intrus": 17, "non": 17, "arxiv": 17, "preprint": 17, "2403": 17, "10748": 17, "2024": 17, "youngsoo": 17, "choi": 17, "mechan": 17, "engin": 17, "399": 17, "2022": 17, "115436": 17, "jonathan": 17, "l": 17, "belof": 17, "jiun": 17, "shyan": 17, "chen": 17, "inform": 17, "greedi": 17, "journal": 17, "489": 17, "2023": 17, "112267": 17, "david": 17, "bortz": 17, "weak": 17, "form": 17, "427": 17, "116998": 17, "richard": 17, "yeonjong": 17, "shin": 17, "tlasdi": 17, "thermodynam": 17, "05848": 17, "debojyoti": 17, "ghosh": 17, "interpret": 17, "deep": 17, "418": 17, "116535": 17, "simultan": 17, "2407": 17, "00337": 17}, "objects": {"": [[5, 0, 0, "-", "lasdi"]], "lasdi": [[1, 0, 0, "-", "enums"], [2, 0, 0, "-", "fd"], [3, 0, 0, "-", "gp"], [4, 0, 0, "-", "gplasdi"], [6, 0, 0, "-", "inputs"], [7, 0, 0, "-", "latent_dynamics"], [9, 0, 0, "-", "latent_space"], [10, 0, 0, "-", "networks"], [11, 0, 0, "-", "param"], [13, 0, 0, "-", "physics"], [14, 0, 0, "-", "postprocess"], [15, 0, 0, "-", "timing"], [16, 0, 0, "-", "workflow"]], "lasdi.enums": [[1, 1, 1, "", "NextStep"], [1, 1, 1, "", "Result"]], "lasdi.enums.NextStep": [[1, 2, 1, "", "CollectSample"], [1, 2, 1, "", "PickSample"], [1, 2, 1, "", "RunSample"], [1, 2, 1, "", "Train"]], "lasdi.enums.Result": [[1, 2, 1, "", "Complete"], [1, 2, 1, "", "Fail"], [1, 2, 1, "", "Success"], [1, 2, 1, "", "Unexecuted"]], "lasdi.fd": [[2, 3, 1, "", "FDdict"], [2, 1, 1, "", "SBP12"], [2, 1, 1, "", "SBP24"], [2, 1, 1, "", "SBP36"], [2, 1, 1, "", "SBP48"], [2, 1, 1, "", "Stencil"]], "lasdi.fd.SBP12": [[2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.fd.SBP24": [[2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.fd.SBP36": [[2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.fd.SBP48": [[2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.fd.Stencil": [[2, 4, 1, "", "convert"], [2, 4, 1, "", "getOperators"], [2, 2, 1, "", "interiorIndexes"], [2, 2, 1, "", "interiorStencils"], [2, 2, 1, "", "leftBdrDepth"], [2, 2, 1, "", "leftBdrNorm"], [2, 2, 1, "", "leftBdrStencils"], [2, 2, 1, "", "leftBdrWidth"]], "lasdi.gp": [[3, 5, 1, "", "eval_gp"], [3, 5, 1, "", "fit_gps"], [3, 5, 1, "", "sample_coefs"]], "lasdi.gplasdi": [[4, 1, 1, "", "BayesianGLaSDI"], [4, 5, 1, "", "average_rom"], [4, 5, 1, "", "get_fom_max_std"], [4, 5, 1, "", "optimizer_to"], [4, 5, 1, "", "sample_roms"]], "lasdi.gplasdi.BayesianGLaSDI": [[4, 2, 1, "", "MSE"], [4, 2, 1, "", "X_test"], [4, 2, 1, "", "X_train"], [4, 2, 1, "", "ae_loss"], [4, 2, 1, "", "autoencoder"], [4, 2, 1, "", "best_coefs"], [4, 2, 1, "", "best_loss"], [4, 2, 1, "", "coef_loss"], [4, 2, 1, "", "coef_weight"], [4, 4, 1, "", "export"], [4, 4, 1, "", "get_new_sample_point"], [4, 2, 1, "", "latent_dynamics"], [4, 2, 1, "", "ld_loss"], [4, 2, 1, "", "ld_weight"], [4, 4, 1, "", "load"], [4, 2, 1, "", "lr"], [4, 2, 1, "", "max_greedy_iter"], [4, 2, 1, "", "max_iter"], [4, 2, 1, "", "n_iter"], [4, 2, 1, "", "n_samples"], [4, 2, 1, "", "optimizer"], [4, 2, 1, "", "param_space"], [4, 2, 1, "", "path_checkpoint"], [4, 2, 1, "", "path_results"], [4, 2, 1, "", "physics"], [4, 2, 1, "", "restart_iter"], [4, 2, 1, "", "timer"], [4, 4, 1, "", "train"], [4, 2, 1, "", "training_loss"]], "lasdi.inputs": [[6, 1, 1, "", "InputParser"], [6, 5, 1, "", "getDictFromList"], [6, 3, 1, "", "verbose"]], "lasdi.inputs.InputParser": [[6, 2, 1, "", "dict_"], [6, 4, 1, "", "getInput"], [6, 2, 1, "", "name"]], "lasdi.latent_dynamics": [[7, 1, 1, "", "LatentDynamics"], [8, 0, 0, "-", "sindy"]], "lasdi.latent_dynamics.LatentDynamics": [[7, 4, 1, "", "calibrate"], [7, 2, 1, "", "coefs"], [7, 2, 1, "", "dim"], [7, 4, 1, "", "export"], [7, 4, 1, "", "load"], [7, 2, 1, "", "ncoefs"], [7, 2, 1, "", "nt"], [7, 4, 1, "", "sample"], [7, 4, 1, "", "simulate"]], "lasdi.latent_dynamics.sindy": [[8, 1, 1, "", "SINDy"]], "lasdi.latent_dynamics.sindy.SINDy": [[8, 2, 1, "", "MSE"], [8, 4, 1, "", "calibrate"], [8, 2, 1, "", "coef_norm_order"], [8, 4, 1, "", "compute_time_derivative"], [8, 4, 1, "", "export"], [8, 2, 1, "", "fd"], [8, 2, 1, "", "fd_oper"], [8, 2, 1, "", "fd_type"], [8, 2, 1, "", "ncoefs"], [8, 4, 1, "", "simulate"]], "lasdi.latent_space": [[9, 1, 1, "", "Autoencoder"], [9, 1, 1, "", "CNN2D"], [9, 1, 1, "", "Conv2DAutoencoder"], [9, 1, 1, "", "LatentSpace"], [9, 1, 1, "", "MultiLayerPerceptron"], [9, 5, 1, "", "initial_condition_latent"]], "lasdi.latent_space.Autoencoder": [[9, 2, 1, "", "decoder"], [9, 2, 1, "", "encoder"], [9, 4, 1, "", "export"], [9, 4, 1, "", "forward"], [9, 4, 1, "", "load"], [9, 2, 1, "", "space_dim"]], "lasdi.latent_space.CNN2D": [[9, 1, 1, "", "Mode"], [9, 2, 1, "", "act"], [9, 2, 1, "", "batch_reshape"], [9, 2, 1, "", "bias"], [9, 2, 1, "", "channels"], [9, 4, 1, "", "compute_input_layer_size"], [9, 4, 1, "", "compute_kernel_size"], [9, 4, 1, "", "compute_output_layer_size"], [9, 2, 1, "", "data_shape"], [9, 2, 1, "", "dilations"], [9, 2, 1, "", "fcs"], [9, 4, 1, "", "forward"], [9, 2, 1, "", "groups"], [9, 4, 1, "", "init_weight"], [9, 2, 1, "", "kernel_sizes"], [9, 2, 1, "", "layer_sizes"], [9, 2, 1, "", "n_layers"], [9, 2, 1, "", "padding_mode"], [9, 2, 1, "", "paddings"], [9, 4, 1, "", "print_data_shape"], [9, 4, 1, "", "set_data_shape"], [9, 2, 1, "", "strides"]], "lasdi.latent_space.CNN2D.Mode": [[9, 2, 1, "", "Backward"], [9, 2, 1, "", "Forward"]], "lasdi.latent_space.Conv2DAutoencoder": [[9, 2, 1, "", "decoder"], [9, 2, 1, "", "encoder"], [9, 4, 1, "", "export"], [9, 4, 1, "", "forward"], [9, 4, 1, "", "load"], [9, 4, 1, "", "print_architecture"], [9, 4, 1, "", "set_batch_shape"]], "lasdi.latent_space.LatentSpace": [[9, 4, 1, "", "export"], [9, 4, 1, "", "forward"], [9, 4, 1, "", "load"], [9, 2, 1, "", "n_z"], [9, 2, 1, "", "qgrid_size"]], "lasdi.latent_space.MultiLayerPerceptron": [[9, 2, 1, "", "act"], [9, 2, 1, "", "act_type"], [9, 2, 1, "", "fcs"], [9, 4, 1, "", "forward"], [9, 4, 1, "", "init_weight"], [9, 2, 1, "", "layer_sizes"], [9, 2, 1, "", "n_layers"], [9, 4, 1, "", "print_architecture"], [9, 2, 1, "", "reshape_index"], [9, 2, 1, "", "reshape_shape"]], "lasdi.networks": [[10, 1, 1, "", "CNN2D"], [10, 1, 1, "", "MultiLayerPerceptron"], [10, 3, 1, "", "act_dict"]], "lasdi.networks.CNN2D": [[10, 1, 1, "", "Mode"], [10, 2, 1, "", "act"], [10, 2, 1, "", "batch_reshape"], [10, 2, 1, "", "bias"], [10, 2, 1, "", "channels"], [10, 4, 1, "", "compute_input_layer_size"], [10, 4, 1, "", "compute_kernel_size"], [10, 4, 1, "", "compute_output_layer_size"], [10, 2, 1, "", "data_shape"], [10, 2, 1, "", "dilations"], [10, 2, 1, "", "fcs"], [10, 4, 1, "", "forward"], [10, 2, 1, "", "groups"], [10, 4, 1, "", "init_weight"], [10, 2, 1, "", "kernel_sizes"], [10, 2, 1, "", "layer_sizes"], [10, 2, 1, "", "n_layers"], [10, 2, 1, "", "padding_mode"], [10, 2, 1, "", "paddings"], [10, 4, 1, "", "print_data_shape"], [10, 4, 1, "", "set_data_shape"], [10, 2, 1, "", "strides"]], "lasdi.networks.CNN2D.Mode": [[10, 2, 1, "", "Backward"], [10, 2, 1, "", "Forward"]], "lasdi.networks.MultiLayerPerceptron": [[10, 2, 1, "", "act"], [10, 2, 1, "", "act_type"], [10, 2, 1, "", "fcs"], [10, 4, 1, "", "forward"], [10, 4, 1, "", "init_weight"], [10, 2, 1, "", "layer_sizes"], [10, 2, 1, "", "n_layers"], [10, 4, 1, "", "print_architecture"], [10, 2, 1, "", "reshape_index"], [10, 2, 1, "", "reshape_shape"]], "lasdi.param": [[11, 1, 1, "", "ParameterSpace"], [11, 5, 1, "", "create_uniform_1dspace"], [11, 3, 1, "", "getParam1DSpace"], [11, 5, 1, "", "get_1dspace_from_list"]], "lasdi.param.ParameterSpace": [[11, 4, 1, "", "appendTrainSpace"], [11, 4, 1, "", "createHyperGridSpace"], [11, 4, 1, "", "createHyperMeshGrid"], [11, 4, 1, "", "createInitialTrainSpace"], [11, 4, 1, "", "createInitialTrainSpaceForHull"], [11, 4, 1, "", "createTestGridSpace"], [11, 4, 1, "", "createTestGridSpaceForHull"], [11, 4, 1, "", "createTestHullSpace"], [11, 4, 1, "", "export"], [11, 4, 1, "", "getParameter"], [11, 4, 1, "", "load"], [11, 2, 1, "", "n_init"], [11, 2, 1, "", "n_param"], [11, 4, 1, "", "n_test"], [11, 4, 1, "", "n_train"], [11, 2, 1, "", "param_list"], [11, 2, 1, "", "param_name"], [11, 2, 1, "", "test_grid_sizes"], [11, 2, 1, "", "test_meshgrid"], [11, 2, 1, "", "test_space"], [11, 2, 1, "", "train_space"]], "lasdi.physics": [[13, 1, 1, "", "OfflineFOM"], [13, 1, 1, "", "Physics"], [12, 0, 0, "-", "burgers1d"]], "lasdi.physics.OfflineFOM": [[13, 2, 1, "", "dim"], [13, 2, 1, "", "dt"], [13, 4, 1, "", "export"], [13, 4, 1, "", "generate_solutions"], [13, 2, 1, "", "grid_size"], [13, 2, 1, "", "nt"], [13, 2, 1, "", "offline"], [13, 2, 1, "", "qdim"], [13, 2, 1, "", "qgrid_size"], [13, 2, 1, "", "t_grid"], [13, 2, 1, "", "x_grid"]], "lasdi.physics.Physics": [[13, 2, 1, "", "dim"], [13, 2, 1, "", "dt"], [13, 4, 1, "", "export"], [13, 4, 1, "", "generate_solutions"], [13, 2, 1, "", "grid_size"], [13, 4, 1, "", "initial_condition"], [13, 2, 1, "", "nt"], [13, 2, 1, "", "offline"], [13, 2, 1, "", "param_name"], [13, 2, 1, "", "qdim"], [13, 2, 1, "", "qgrid_size"], [13, 4, 1, "", "residual"], [13, 4, 1, "", "solve"], [13, 2, 1, "", "t_grid"], [13, 2, 1, "", "x_grid"]], "lasdi.physics.burgers1d": [[12, 1, 1, "", "Burgers1D"], [12, 5, 1, "", "jacobian"], [12, 5, 1, "", "main"], [12, 5, 1, "", "residual_burgers"], [12, 5, 1, "", "solver"]], "lasdi.physics.burgers1d.Burgers1D": [[12, 2, 1, "", "a_idx"], [12, 2, 1, "", "convergence_threshold"], [12, 2, 1, "", "dim"], [12, 2, 1, "", "dt"], [12, 2, 1, "", "dx"], [12, 4, 1, "", "export"], [12, 2, 1, "", "grid_size"], [12, 4, 1, "", "initial_condition"], [12, 2, 1, "", "maxk"], [12, 2, 1, "", "nt"], [12, 2, 1, "", "offline"], [12, 2, 1, "", "qdim"], [12, 2, 1, "", "qgrid_size"], [12, 4, 1, "", "residual"], [12, 4, 1, "", "solve"], [12, 2, 1, "", "t_grid"], [12, 2, 1, "", "tmax"], [12, 2, 1, "", "w_idx"], [12, 2, 1, "", "x_grid"], [12, 2, 1, "", "xmax"], [12, 2, 1, "", "xmin"]], "lasdi.postprocess": [[14, 5, 1, "", "compute_errors"], [14, 5, 1, "", "heatmap2d"], [14, 5, 1, "", "plot_gp2d"], [14, 5, 1, "", "plot_prediction"]], "lasdi.timing": [[15, 1, 1, "", "Timer"]], "lasdi.timing.Timer": [[15, 2, 1, "", "calls"], [15, 4, 1, "", "end"], [15, 4, 1, "", "export"], [15, 4, 1, "", "load"], [15, 2, 1, "", "names"], [15, 4, 1, "", "print"], [15, 4, 1, "", "start"], [15, 2, 1, "", "starts"], [15, 2, 1, "", "times"]], "lasdi.workflow": [[16, 5, 1, "", "collect_samples"], [16, 5, 1, "", "initialize_latent_space"], [16, 5, 1, "", "initialize_physics"], [16, 5, 1, "", "initialize_trainer"], [16, 3, 1, "", "latent_dict"], [16, 3, 1, "", "ld_dict"], [16, 5, 1, "", "main"], [16, 3, 1, "", "parser"], [16, 3, 1, "", "physics_dict"], [16, 5, 1, "", "pick_samples"], [16, 5, 1, "", "run_samples"], [16, 5, 1, "", "step"], [16, 3, 1, "", "trainer_dict"]]}, "objtypes": {"0": "py:module", "1": "py:class", "2": "py:attribute", "3": "py:data", "4": "py:method", "5": "py:function"}, "objnames": {"0": ["py", "module", "Python module"], "1": ["py", "class", "Python class"], "2": ["py", "attribute", "Python attribute"], "3": ["py", "data", "Python data"], "4": ["py", "method", "Python method"], "5": ["py", "function", "Python function"]}, "titleterms": {"api": 0, "refer": [0, 17], "lasdi": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "enum": 1, "class": [1, 2, 4, 6, 7, 8, 9, 10, 11, 12, 13, 15], "modul": [1, 2, 3, 4, 6, 8, 10, 11, 12, 14, 15, 16], "content": [1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17], "fd": 2, "attribut": [2, 6, 10, 11, 16], "gp": 3, "function": [3, 4, 6, 9, 11, 12, 14, 16], "gplasdi": 4, "submodul": [5, 7, 13], "input": 6, "latent_dynam": [7, 8], "packag": [7, 9, 13], "sindi": 8, "latent_spac": 9, "network": 10, "param": 11, "physic": [12, 13], "burgers1d": 12, "postprocess": 14, "time": 15, "workflow": 16, "document": 17}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 58}, "alltitles": {"API Reference": [[0, "api-reference"]], "lasdi.enums": [[1, "module-lasdi.enums"]], "Classes": [[1, "classes"], [2, "classes"], [4, "classes"], [6, "classes"], [7, "classes"], [8, "classes"], [9, "classes"], [10, "classes"], [11, "classes"], [12, "classes"], [13, "classes"], [15, "classes"]], "Module Contents": [[1, "module-contents"], [2, "module-contents"], [3, "module-contents"], [4, "module-contents"], [6, "module-contents"], [8, "module-contents"], [10, "module-contents"], [11, "module-contents"], [12, "module-contents"], [14, "module-contents"], [15, "module-contents"], [16, "module-contents"]], "lasdi.fd": [[2, "module-lasdi.fd"]], "Attributes": [[2, "attributes"], [6, "attributes"], [10, "attributes"], [11, "attributes"], [16, "attributes"]], "lasdi.gp": [[3, "module-lasdi.gp"]], "Functions": [[3, "functions"], [4, "functions"], [6, "functions"], [9, "functions"], [11, "functions"], [12, "functions"], [14, "functions"], [16, "functions"]], "lasdi.gplasdi": [[4, "module-lasdi.gplasdi"]], "lasdi": [[5, "module-lasdi"]], "Submodules": [[5, "submodules"], [7, "submodules"], [13, "submodules"]], "lasdi.inputs": [[6, "module-lasdi.inputs"]], "lasdi.latent_dynamics": [[7, "module-lasdi.latent_dynamics"]], "Package Contents": [[7, "package-contents"], [9, "package-contents"], [13, "package-contents"]], "lasdi.latent_dynamics.sindy": [[8, "module-lasdi.latent_dynamics.sindy"]], "lasdi.latent_space": [[9, "module-lasdi.latent_space"]], "lasdi.networks": [[10, "module-lasdi.networks"]], "lasdi.param": [[11, "module-lasdi.param"]], "lasdi.physics.burgers1d": [[12, "module-lasdi.physics.burgers1d"]], "lasdi.physics": [[13, "module-lasdi.physics"]], "lasdi.postprocess": [[14, "module-lasdi.postprocess"]], "lasdi.timing": [[15, "module-lasdi.timing"]], "lasdi.workflow": [[16, "module-lasdi.workflow"]], "LaSDI documentation": [[17, "lasdi-documentation"]], "Contents:": [[17, null]], "References": [[17, "references"]]}, "indexentries": {"collectsample (lasdi.enums.nextstep attribute)": [[1, "lasdi.enums.NextStep.CollectSample"]], "complete (lasdi.enums.result attribute)": [[1, "lasdi.enums.Result.Complete"]], "fail (lasdi.enums.result attribute)": [[1, "lasdi.enums.Result.Fail"]], "nextstep (class in lasdi.enums)": [[1, "lasdi.enums.NextStep"]], "picksample (lasdi.enums.nextstep attribute)": [[1, "lasdi.enums.NextStep.PickSample"]], "result (class in lasdi.enums)": [[1, "lasdi.enums.Result"]], "runsample (lasdi.enums.nextstep attribute)": [[1, "lasdi.enums.NextStep.RunSample"]], "success (lasdi.enums.result attribute)": [[1, "lasdi.enums.Result.Success"]], "train (lasdi.enums.nextstep attribute)": [[1, "lasdi.enums.NextStep.Train"]], "unexecuted (lasdi.enums.result attribute)": [[1, "lasdi.enums.Result.Unexecuted"]], "lasdi.enums": [[1, "module-lasdi.enums"]], "module": [[1, "module-lasdi.enums"], [2, "module-lasdi.fd"], [3, "module-lasdi.gp"], [4, "module-lasdi.gplasdi"], [5, "module-lasdi"], [6, "module-lasdi.inputs"], [7, "module-lasdi.latent_dynamics"], [8, "module-lasdi.latent_dynamics.sindy"], [9, "module-lasdi.latent_space"], [10, "module-lasdi.networks"], [11, "module-lasdi.param"], [12, "module-lasdi.physics.burgers1d"], [13, "module-lasdi.physics"], [14, "module-lasdi.postprocess"], [15, "module-lasdi.timing"], [16, "module-lasdi.workflow"]], "fddict (in module lasdi.fd)": [[2, "lasdi.fd.FDdict"]], "sbp12 (class in lasdi.fd)": [[2, "lasdi.fd.SBP12"]], "sbp24 (class in lasdi.fd)": [[2, "lasdi.fd.SBP24"]], "sbp36 (class in lasdi.fd)": [[2, "lasdi.fd.SBP36"]], "sbp48 (class in lasdi.fd)": [[2, "lasdi.fd.SBP48"]], "stencil (class in lasdi.fd)": [[2, "lasdi.fd.Stencil"]], "convert() (lasdi.fd.stencil method)": [[2, "lasdi.fd.Stencil.convert"]], "getoperators() (lasdi.fd.stencil method)": [[2, "lasdi.fd.Stencil.getOperators"]], "interiorindexes (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.interiorIndexes"]], "interiorindexes (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.interiorIndexes"]], "interiorindexes (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.interiorIndexes"]], "interiorindexes (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.interiorIndexes"]], "interiorindexes (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.interiorIndexes"]], "interiorstencils (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.interiorStencils"]], "interiorstencils (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.interiorStencils"]], "interiorstencils (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.interiorStencils"]], "interiorstencils (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.interiorStencils"]], "interiorstencils (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.interiorStencils"]], "lasdi.fd": [[2, "module-lasdi.fd"]], "leftbdrdepth (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.leftBdrDepth"]], "leftbdrdepth (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.leftBdrDepth"]], "leftbdrdepth (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.leftBdrDepth"]], "leftbdrdepth (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.leftBdrDepth"]], "leftbdrdepth (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.leftBdrDepth"]], "leftbdrnorm (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.leftBdrNorm"]], "leftbdrnorm (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.leftBdrNorm"]], "leftbdrnorm (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.leftBdrNorm"]], "leftbdrnorm (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.leftBdrNorm"]], "leftbdrnorm (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.leftBdrNorm"]], "leftbdrstencils (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.leftBdrStencils"]], "leftbdrstencils (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.leftBdrStencils"]], "leftbdrstencils (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.leftBdrStencils"]], "leftbdrstencils (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.leftBdrStencils"]], "leftbdrstencils (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.leftBdrStencils"]], "leftbdrwidth (lasdi.fd.sbp12 attribute)": [[2, "lasdi.fd.SBP12.leftBdrWidth"]], "leftbdrwidth (lasdi.fd.sbp24 attribute)": [[2, "lasdi.fd.SBP24.leftBdrWidth"]], "leftbdrwidth (lasdi.fd.sbp36 attribute)": [[2, "lasdi.fd.SBP36.leftBdrWidth"]], "leftbdrwidth (lasdi.fd.sbp48 attribute)": [[2, "lasdi.fd.SBP48.leftBdrWidth"]], "leftbdrwidth (lasdi.fd.stencil attribute)": [[2, "lasdi.fd.Stencil.leftBdrWidth"]], "eval_gp() (in module lasdi.gp)": [[3, "lasdi.gp.eval_gp"]], "fit_gps() (in module lasdi.gp)": [[3, "lasdi.gp.fit_gps"]], "lasdi.gp": [[3, "module-lasdi.gp"]], "sample_coefs() (in module lasdi.gp)": [[3, "lasdi.gp.sample_coefs"]], "bayesianglasdi (class in lasdi.gplasdi)": [[4, "lasdi.gplasdi.BayesianGLaSDI"]], "mse (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.MSE"]], "x_test (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.X_test"]], "x_train (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.X_train"]], "ae_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.ae_loss"]], "autoencoder (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.autoencoder"]], "average_rom() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.average_rom"]], "best_coefs (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.best_coefs"]], "best_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.best_loss"]], "coef_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.coef_loss"]], "coef_weight (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.coef_weight"]], "export() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.export"]], "get_fom_max_std() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.get_fom_max_std"]], "get_new_sample_point() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.get_new_sample_point"]], "lasdi.gplasdi": [[4, "module-lasdi.gplasdi"]], "latent_dynamics (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.latent_dynamics"]], "ld_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.ld_loss"]], "ld_weight (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.ld_weight"]], "load() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.load"]], "lr (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.lr"]], "max_greedy_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.max_greedy_iter"]], "max_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.max_iter"]], "n_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.n_iter"]], "n_samples (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.n_samples"]], "optimizer (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.optimizer"]], "optimizer_to() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.optimizer_to"]], "param_space (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.param_space"]], "path_checkpoint (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.path_checkpoint"]], "path_results (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.path_results"]], "physics (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.physics"]], "restart_iter (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.restart_iter"]], "sample_roms() (in module lasdi.gplasdi)": [[4, "lasdi.gplasdi.sample_roms"]], "timer (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.timer"]], "train() (lasdi.gplasdi.bayesianglasdi method)": [[4, "lasdi.gplasdi.BayesianGLaSDI.train"]], "training_loss (lasdi.gplasdi.bayesianglasdi attribute)": [[4, "lasdi.gplasdi.BayesianGLaSDI.training_loss"]], "lasdi": [[5, "module-lasdi"]], "inputparser (class in lasdi.inputs)": [[6, "lasdi.inputs.InputParser"]], "dict_ (lasdi.inputs.inputparser attribute)": [[6, "lasdi.inputs.InputParser.dict_"]], "getdictfromlist() (in module lasdi.inputs)": [[6, "lasdi.inputs.getDictFromList"]], "getinput() (lasdi.inputs.inputparser method)": [[6, "lasdi.inputs.InputParser.getInput"]], "lasdi.inputs": [[6, "module-lasdi.inputs"]], "name (lasdi.inputs.inputparser attribute)": [[6, "lasdi.inputs.InputParser.name"]], "verbose (in module lasdi.inputs)": [[6, "lasdi.inputs.verbose"]], "latentdynamics (class in lasdi.latent_dynamics)": [[7, "lasdi.latent_dynamics.LatentDynamics"]], "calibrate() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.calibrate"]], "coefs (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.coefs"]], "dim (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.dim"]], "export() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.export"]], "lasdi.latent_dynamics": [[7, "module-lasdi.latent_dynamics"]], "load() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.load"]], "ncoefs (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.ncoefs"]], "nt (lasdi.latent_dynamics.latentdynamics attribute)": [[7, "lasdi.latent_dynamics.LatentDynamics.nt"]], "sample() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.sample"]], "simulate() (lasdi.latent_dynamics.latentdynamics method)": [[7, "lasdi.latent_dynamics.LatentDynamics.simulate"]], "mse (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.MSE"]], "sindy (class in lasdi.latent_dynamics.sindy)": [[8, "lasdi.latent_dynamics.sindy.SINDy"]], "calibrate() (lasdi.latent_dynamics.sindy.sindy method)": [[8, "lasdi.latent_dynamics.sindy.SINDy.calibrate"]], "coef_norm_order (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.coef_norm_order"]], "compute_time_derivative() (lasdi.latent_dynamics.sindy.sindy method)": [[8, "lasdi.latent_dynamics.sindy.SINDy.compute_time_derivative"]], "export() (lasdi.latent_dynamics.sindy.sindy method)": [[8, "lasdi.latent_dynamics.sindy.SINDy.export"]], "fd (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.fd"]], "fd_oper (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.fd_oper"]], "fd_type (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.fd_type"]], "lasdi.latent_dynamics.sindy": [[8, "module-lasdi.latent_dynamics.sindy"]], "ncoefs (lasdi.latent_dynamics.sindy.sindy attribute)": [[8, "lasdi.latent_dynamics.sindy.SINDy.ncoefs"]], "simulate() (lasdi.latent_dynamics.sindy.sindy method)": [[8, "lasdi.latent_dynamics.sindy.SINDy.simulate"]], "autoencoder (class in lasdi.latent_space)": [[9, "lasdi.latent_space.Autoencoder"]], "backward (lasdi.latent_space.cnn2d.mode attribute)": [[9, "lasdi.latent_space.CNN2D.Mode.Backward"]], "cnn2d (class in lasdi.latent_space)": [[9, "lasdi.latent_space.CNN2D"]], "cnn2d.mode (class in lasdi.latent_space)": [[9, "lasdi.latent_space.CNN2D.Mode"]], "conv2dautoencoder (class in lasdi.latent_space)": [[9, "lasdi.latent_space.Conv2DAutoencoder"]], "forward (lasdi.latent_space.cnn2d.mode attribute)": [[9, "lasdi.latent_space.CNN2D.Mode.Forward"]], "latentspace (class in lasdi.latent_space)": [[9, "lasdi.latent_space.LatentSpace"]], "multilayerperceptron (class in lasdi.latent_space)": [[9, "lasdi.latent_space.MultiLayerPerceptron"]], "act (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.act"]], "act (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.act"]], "act_type (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.act_type"]], "batch_reshape (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.batch_reshape"]], "bias (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.bias"]], "channels (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.channels"]], "compute_input_layer_size() (lasdi.latent_space.cnn2d class method)": [[9, "lasdi.latent_space.CNN2D.compute_input_layer_size"]], "compute_kernel_size() (lasdi.latent_space.cnn2d class method)": [[9, "lasdi.latent_space.CNN2D.compute_kernel_size"]], "compute_output_layer_size() (lasdi.latent_space.cnn2d class method)": [[9, "lasdi.latent_space.CNN2D.compute_output_layer_size"]], "data_shape (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.data_shape"]], "decoder (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.decoder"]], "decoder (lasdi.latent_space.conv2dautoencoder attribute)": [[9, "lasdi.latent_space.Conv2DAutoencoder.decoder"]], "dilations (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.dilations"]], "encoder (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.encoder"]], "encoder (lasdi.latent_space.conv2dautoencoder attribute)": [[9, "lasdi.latent_space.Conv2DAutoencoder.encoder"]], "export() (lasdi.latent_space.autoencoder method)": [[9, "lasdi.latent_space.Autoencoder.export"]], "export() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.export"]], "export() (lasdi.latent_space.latentspace method)": [[9, "lasdi.latent_space.LatentSpace.export"]], "fcs (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.fcs"]], "fcs (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.fcs"]], "forward() (lasdi.latent_space.autoencoder method)": [[9, "lasdi.latent_space.Autoencoder.forward"]], "forward() (lasdi.latent_space.cnn2d method)": [[9, "lasdi.latent_space.CNN2D.forward"]], "forward() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.forward"]], "forward() (lasdi.latent_space.latentspace method)": [[9, "lasdi.latent_space.LatentSpace.forward"]], "forward() (lasdi.latent_space.multilayerperceptron method)": [[9, "lasdi.latent_space.MultiLayerPerceptron.forward"]], "groups (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.groups"]], "init_weight() (lasdi.latent_space.cnn2d method)": [[9, "lasdi.latent_space.CNN2D.init_weight"]], "init_weight() (lasdi.latent_space.multilayerperceptron method)": [[9, "lasdi.latent_space.MultiLayerPerceptron.init_weight"]], "initial_condition_latent() (in module lasdi.latent_space)": [[9, "lasdi.latent_space.initial_condition_latent"]], "kernel_sizes (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.kernel_sizes"]], "lasdi.latent_space": [[9, "module-lasdi.latent_space"]], "layer_sizes (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.layer_sizes"]], "layer_sizes (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.layer_sizes"]], "load() (lasdi.latent_space.autoencoder method)": [[9, "lasdi.latent_space.Autoencoder.load"]], "load() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.load"]], "load() (lasdi.latent_space.latentspace method)": [[9, "lasdi.latent_space.LatentSpace.load"]], "n_layers (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.n_layers"]], "n_layers (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.n_layers"]], "n_z (lasdi.latent_space.latentspace attribute)": [[9, "lasdi.latent_space.LatentSpace.n_z"]], "padding_mode (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.padding_mode"]], "paddings (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.paddings"]], "print_architecture() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.print_architecture"]], "print_architecture() (lasdi.latent_space.multilayerperceptron method)": [[9, "lasdi.latent_space.MultiLayerPerceptron.print_architecture"]], "print_data_shape() (lasdi.latent_space.cnn2d method)": [[9, "lasdi.latent_space.CNN2D.print_data_shape"]], "qgrid_size (lasdi.latent_space.latentspace attribute)": [[9, "lasdi.latent_space.LatentSpace.qgrid_size"]], "reshape_index (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.reshape_index"]], "reshape_shape (lasdi.latent_space.multilayerperceptron attribute)": [[9, "lasdi.latent_space.MultiLayerPerceptron.reshape_shape"]], "set_batch_shape() (lasdi.latent_space.conv2dautoencoder method)": [[9, "lasdi.latent_space.Conv2DAutoencoder.set_batch_shape"]], "set_data_shape() (lasdi.latent_space.cnn2d method)": [[9, "lasdi.latent_space.CNN2D.set_data_shape"]], "space_dim (lasdi.latent_space.autoencoder attribute)": [[9, "lasdi.latent_space.Autoencoder.space_dim"]], "strides (lasdi.latent_space.cnn2d attribute)": [[9, "lasdi.latent_space.CNN2D.strides"]], "backward (lasdi.networks.cnn2d.mode attribute)": [[10, "lasdi.networks.CNN2D.Mode.Backward"]], "cnn2d (class in lasdi.networks)": [[10, "lasdi.networks.CNN2D"]], "cnn2d.mode (class in lasdi.networks)": [[10, "lasdi.networks.CNN2D.Mode"]], "forward (lasdi.networks.cnn2d.mode attribute)": [[10, "lasdi.networks.CNN2D.Mode.Forward"]], "multilayerperceptron (class in lasdi.networks)": [[10, "lasdi.networks.MultiLayerPerceptron"]], "act (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.act"]], "act (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.act"]], "act_dict (in module lasdi.networks)": [[10, "lasdi.networks.act_dict"]], "act_type (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.act_type"]], "batch_reshape (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.batch_reshape"]], "bias (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.bias"]], "channels (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.channels"]], "compute_input_layer_size() (lasdi.networks.cnn2d class method)": [[10, "lasdi.networks.CNN2D.compute_input_layer_size"]], "compute_kernel_size() (lasdi.networks.cnn2d class method)": [[10, "lasdi.networks.CNN2D.compute_kernel_size"]], "compute_output_layer_size() (lasdi.networks.cnn2d class method)": [[10, "lasdi.networks.CNN2D.compute_output_layer_size"]], "data_shape (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.data_shape"]], "dilations (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.dilations"]], "fcs (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.fcs"]], "fcs (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.fcs"]], "forward() (lasdi.networks.cnn2d method)": [[10, "lasdi.networks.CNN2D.forward"]], "forward() (lasdi.networks.multilayerperceptron method)": [[10, "lasdi.networks.MultiLayerPerceptron.forward"]], "groups (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.groups"]], "init_weight() (lasdi.networks.cnn2d method)": [[10, "lasdi.networks.CNN2D.init_weight"]], "init_weight() (lasdi.networks.multilayerperceptron method)": [[10, "lasdi.networks.MultiLayerPerceptron.init_weight"]], "kernel_sizes (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.kernel_sizes"]], "lasdi.networks": [[10, "module-lasdi.networks"]], "layer_sizes (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.layer_sizes"]], "layer_sizes (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.layer_sizes"]], "n_layers (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.n_layers"]], "n_layers (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.n_layers"]], "padding_mode (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.padding_mode"]], "paddings (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.paddings"]], "print_architecture() (lasdi.networks.multilayerperceptron method)": [[10, "lasdi.networks.MultiLayerPerceptron.print_architecture"]], "print_data_shape() (lasdi.networks.cnn2d method)": [[10, "lasdi.networks.CNN2D.print_data_shape"]], "reshape_index (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.reshape_index"]], "reshape_shape (lasdi.networks.multilayerperceptron attribute)": [[10, "lasdi.networks.MultiLayerPerceptron.reshape_shape"]], "set_data_shape() (lasdi.networks.cnn2d method)": [[10, "lasdi.networks.CNN2D.set_data_shape"]], "strides (lasdi.networks.cnn2d attribute)": [[10, "lasdi.networks.CNN2D.strides"]], "parameterspace (class in lasdi.param)": [[11, "lasdi.param.ParameterSpace"]], "appendtrainspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.appendTrainSpace"]], "createhypergridspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createHyperGridSpace"]], "createhypermeshgrid() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createHyperMeshGrid"]], "createinitialtrainspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createInitialTrainSpace"]], "createinitialtrainspaceforhull() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createInitialTrainSpaceForHull"]], "createtestgridspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createTestGridSpace"]], "createtestgridspaceforhull() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createTestGridSpaceForHull"]], "createtesthullspace() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.createTestHullSpace"]], "create_uniform_1dspace() (in module lasdi.param)": [[11, "lasdi.param.create_uniform_1dspace"]], "export() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.export"]], "getparam1dspace (in module lasdi.param)": [[11, "lasdi.param.getParam1DSpace"]], "getparameter() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.getParameter"]], "get_1dspace_from_list() (in module lasdi.param)": [[11, "lasdi.param.get_1dspace_from_list"]], "lasdi.param": [[11, "module-lasdi.param"]], "load() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.load"]], "n_init (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.n_init"]], "n_param (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.n_param"]], "n_test() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.n_test"]], "n_train() (lasdi.param.parameterspace method)": [[11, "lasdi.param.ParameterSpace.n_train"]], "param_list (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.param_list"]], "param_name (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.param_name"]], "test_grid_sizes (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.test_grid_sizes"]], "test_meshgrid (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.test_meshgrid"]], "test_space (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.test_space"]], "train_space (lasdi.param.parameterspace attribute)": [[11, "lasdi.param.ParameterSpace.train_space"]], "burgers1d (class in lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.Burgers1D"]], "a_idx (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.a_idx"]], "convergence_threshold (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.convergence_threshold"]], "dim (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.dim"]], "dt (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.dt"]], "dx (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.dx"]], "export() (lasdi.physics.burgers1d.burgers1d method)": [[12, "lasdi.physics.burgers1d.Burgers1D.export"]], "grid_size (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.grid_size"]], "initial_condition() (lasdi.physics.burgers1d.burgers1d method)": [[12, "lasdi.physics.burgers1d.Burgers1D.initial_condition"]], "jacobian() (in module lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.jacobian"]], "lasdi.physics.burgers1d": [[12, "module-lasdi.physics.burgers1d"]], "main() (in module lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.main"]], "maxk (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.maxk"]], "nt (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.nt"]], "offline (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.offline"]], "qdim (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.qdim"]], "qgrid_size (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.qgrid_size"]], "residual() (lasdi.physics.burgers1d.burgers1d method)": [[12, "lasdi.physics.burgers1d.Burgers1D.residual"]], "residual_burgers() (in module lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.residual_burgers"]], "solve() (lasdi.physics.burgers1d.burgers1d method)": [[12, "lasdi.physics.burgers1d.Burgers1D.solve"]], "solver() (in module lasdi.physics.burgers1d)": [[12, "lasdi.physics.burgers1d.solver"]], "t_grid (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.t_grid"]], "tmax (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.tmax"]], "w_idx (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.w_idx"]], "x_grid (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.x_grid"]], "xmax (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.xmax"]], "xmin (lasdi.physics.burgers1d.burgers1d attribute)": [[12, "lasdi.physics.burgers1d.Burgers1D.xmin"]], "offlinefom (class in lasdi.physics)": [[13, "lasdi.physics.OfflineFOM"]], "physics (class in lasdi.physics)": [[13, "lasdi.physics.Physics"]], "dim (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.dim"]], "dim (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.dim"]], "dt (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.dt"]], "dt (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.dt"]], "export() (lasdi.physics.offlinefom method)": [[13, "lasdi.physics.OfflineFOM.export"]], "export() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.export"]], "generate_solutions() (lasdi.physics.offlinefom method)": [[13, "lasdi.physics.OfflineFOM.generate_solutions"]], "generate_solutions() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.generate_solutions"]], "grid_size (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.grid_size"]], "grid_size (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.grid_size"]], "initial_condition() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.initial_condition"]], "lasdi.physics": [[13, "module-lasdi.physics"]], "nt (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.nt"]], "nt (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.nt"]], "offline (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.offline"]], "offline (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.offline"]], "param_name (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.param_name"]], "qdim (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.qdim"]], "qdim (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.qdim"]], "qgrid_size (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.qgrid_size"]], "qgrid_size (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.qgrid_size"]], "residual() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.residual"]], "solve() (lasdi.physics.physics method)": [[13, "lasdi.physics.Physics.solve"]], "t_grid (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.t_grid"]], "t_grid (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.t_grid"]], "x_grid (lasdi.physics.offlinefom attribute)": [[13, "lasdi.physics.OfflineFOM.x_grid"]], "x_grid (lasdi.physics.physics attribute)": [[13, "lasdi.physics.Physics.x_grid"]], "compute_errors() (in module lasdi.postprocess)": [[14, "lasdi.postprocess.compute_errors"]], "heatmap2d() (in module lasdi.postprocess)": [[14, "lasdi.postprocess.heatmap2d"]], "lasdi.postprocess": [[14, "module-lasdi.postprocess"]], "plot_gp2d() (in module lasdi.postprocess)": [[14, "lasdi.postprocess.plot_gp2d"]], "plot_prediction() (in module lasdi.postprocess)": [[14, "lasdi.postprocess.plot_prediction"]], "timer (class in lasdi.timing)": [[15, "lasdi.timing.Timer"]], "calls (lasdi.timing.timer attribute)": [[15, "lasdi.timing.Timer.calls"]], "end() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.end"]], "export() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.export"]], "lasdi.timing": [[15, "module-lasdi.timing"]], "load() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.load"]], "names (lasdi.timing.timer attribute)": [[15, "lasdi.timing.Timer.names"]], "print() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.print"]], "start() (lasdi.timing.timer method)": [[15, "lasdi.timing.Timer.start"]], "starts (lasdi.timing.timer attribute)": [[15, "lasdi.timing.Timer.starts"]], "times (lasdi.timing.timer attribute)": [[15, "lasdi.timing.Timer.times"]], "collect_samples() (in module lasdi.workflow)": [[16, "lasdi.workflow.collect_samples"]], "initialize_latent_space() (in module lasdi.workflow)": [[16, "lasdi.workflow.initialize_latent_space"]], "initialize_physics() (in module lasdi.workflow)": [[16, "lasdi.workflow.initialize_physics"]], "initialize_trainer() (in module lasdi.workflow)": [[16, "lasdi.workflow.initialize_trainer"]], "lasdi.workflow": [[16, "module-lasdi.workflow"]], "latent_dict (in module lasdi.workflow)": [[16, "lasdi.workflow.latent_dict"]], "ld_dict (in module lasdi.workflow)": [[16, "lasdi.workflow.ld_dict"]], "main() (in module lasdi.workflow)": [[16, "lasdi.workflow.main"]], "parser (in module lasdi.workflow)": [[16, "lasdi.workflow.parser"]], "physics_dict (in module lasdi.workflow)": [[16, "lasdi.workflow.physics_dict"]], "pick_samples() (in module lasdi.workflow)": [[16, "lasdi.workflow.pick_samples"]], "run_samples() (in module lasdi.workflow)": [[16, "lasdi.workflow.run_samples"]], "step() (in module lasdi.workflow)": [[16, "lasdi.workflow.step"]], "trainer_dict (in module lasdi.workflow)": [[16, "lasdi.workflow.trainer_dict"]]}}) \ No newline at end of file

r4GJJb?6PNO&Y6)Pt!IsD=z;Jp-Mi2|F=2fupelklL^+h2h#zHCN1+ zY8C5%X*?2U%rEL(x^%?~C+Y|n_d67EuYWF8pFy&-?{$=QSNqMR^@Z6>>nTE7Z_i#@ z)m1)xH4k5iV1M{3NNc=r(*!3;d?ThgaN5&LX>`fd2~R%itBD}->?KN-73n)=jgp*jRJ8o1190Y0)H z4uNxER2$>iHQP5ql3q@P$P)L$r2QLo-E0AdZ=nICOHXUuI(*f-(pTur7i+^6*7jFY zwtZ&fwx^4>`}sj(X#7-0=Row8x8al^-o9?MFito1*nZ2gqRtxuuWS*z3G z(*bED?DWR19wYi(C_-A9i`cxBjW254xcow-7^e3)<99}aGgD%5PGc-&AqWMFPFP0M zcZlJ#Bqc8AHpXSHV28wovc(LA%Tl6nUSkyGs^?<9O6$H@^P5sOzp!!h(&UZc{10pU zx|D67(YWms1@&bPztb%s!|>=$iN{%u@sNf{;=x)UN!j|zja#21sZgp^<#Hy5!5t|v zXm5;xG)mRNFboP=MRG91+VN1rBddheNI2hASM@ zCjn3C54~mY^CU1t$$tDkjp28+`kJj2IlZ&>}CWD72%O<;n z*25+ffVymxLZUX=q!K9EHi;)nm`!4W?6!$#NO_ychyAbBC&Rj5Ul13z{6n3Sc2_vH z+k+qqb=d7Q42v+UJ!o$R%DIt2zAV~(-u??bo+wQG7~pH>#Ou>3M+ozPqlfELVQ^V1 z7e*;qt+(Zhy@Mr~A{@>`X$2Wi{uzaumLdH!(k660Q^YL)N07V(;zI-?bUlsTgq2}+ z{4g=DKo@2GRNvI*^$@qdD4v zgQ-T^F$LO6sU4FDM5uOXtIa(7k&tlH)`2&!fFk(a(88>UR-eA0SGK3wmb21R?~J4% zJh?wzFhE&q zHAW4XV{lyMmcmF+1@|qLiao+jxtrrW{`Dp0Ujl82X5UPw`<<``qflf_ygxk?N6kqX z7%S;aJSC8cvKJaF?={CGCM#cM3|S)QnZUaVL}+B&bep_a(_py7{L5rrf2@s##D*R{O1KT z-|LCS`=6TQ5|j5oGKM_nyg$L^{W?({D1iT`x20D8QvifnTppMI3xfI2d!xy~d~5KB)O|M_>eU~`L| zX*4&p+gQJ(ih5bn8wf;eB3`0e+nOp&TtcNPWqRfXS<$V2^n#q%q-LXTPfx>xNkMp` zUlVKyo1sY%WD>ChC&C`ejM5PkVQ)@KBTrP{m=r{8GAA|#krQE`%8cGICc-|RlxQB^ zA0-e8OhgiLMvsc8!6aC*SBa6IGN!LI0^U5>_l>C((`eV{$cU-GuhYR@GeO@oZ#`z1 z^jK2XB``SAoI76jzH=zwUtQZ*UQY{C{PXj3j!7N(&IAz62z)i)TX#|#9vgW_G@c%9 zj!I0PPB(@uk@L*p6ao<%5oON&>kECbD#_3M)qqjTQO~8ubcw6O;mj8u(U^a+IVv%k ze}OUNF=zgXiss9Id1C99^!y(*CQV%apP|`sNBP~pXd;j|$0nu->@$Wu<|1&MA_Cn| zDub#2>(jIUK4Y@PW&dfR?5BQctbdI;CNWumk1^yiXZ?JK^|U&-P%67B<2V2Rnx6lk zFs4mh{-3GyU+at}1pi`=PD~;As4?U*7XsG>ICR^DWssEwz^~HFz%PtR6ITWTT!7ja zO$2^sj!jGv_^~nMF&BXo96Kq+Q6+pCX1mN$=sK)-2 z%u$KS{u7KLk2(A2IP8a7^iVjvs&IZwdd_b$CQ4l0KS{U$vKKnjH<)7)lj-Y>A%`$M zL5kkX@{5E*0ubKd^IIY(5tiy~e$r^l&b8Z@EoYYIW$ESZ#m4-ID{r%W@#RY$DHx=n5qPh z6KBj!&HJeUBAW=&SvRdJz1tH_?~gLaB_{hP7(*U&_RnGL*HT0mrf2;MW1_@WduQpJ z%KG30(Nc3fVzPa)G2}64`w4>W&S=_I7JquEH$Ct78dD}N@14CeF7LIjXnMcL9GRE` zaHBEgF&6-7_8qDPrG{Rep8u~jCQMxZYi3{ViN^j{nBx+Y{dXBd4q<ECsr$4sKjKOqA0z_inv{LgyzQ7$_A!DyUIvNqt;EnZ1<$5u;WOrB zOf*PTyP@&(=jMpSuhCJqs$7sQ$SYWicH9hY)8xtn3-R99kKu!^nl?zh zEj{ZG7!xHf>-iv2>4nDjsyQAp*?y}rdc`Ppd2Sf3rCvF&Tf8G2}64JVpy1#R8+nd(-p&RmOyg%X=Oz1oT8>|J~-e#AN?rW5{F9 zejFrvMAHU|kEUn+M~sOQm-T#*sPsZ(`-jZ&h{^U37(*U&w&NfX2N#+6|4LHFHE_^0RCVS+g1?0@2z*qDL`(koa!EC*>gV z9mZ6NtGj%VsCGkR{M*bCiOKl47(*U&#^Wf#qnI{I_-cB-f616Aarw?i2}&`CZ+(KV+?uB1wiV*BLG2z#NFxne}ge$66?R( z6OH}Xnd1_Z{X2~zhp<1v2+tcNia|sI5U~e|P2b!$b;El4ysm$d`+e!9?ls2zh%0ro zy*-H%bxq9fF>gGknAMFTYhorgohFbGPs~Iav;-hLF%wn(5`gfq5cL`pfbg)m&bZu| zBqw44UqPdf8@9a6rt)Ru?;2}Mu&85a8kO1nPEz^vYUq8FK(r>&L6sk8Y^W9K14+Ej z(qFP7TfJ>TzuTf_8~&J{g1=7+!V~=82qrXh=Q+_jvijqh$C(Z$VhURJ*BX;4E{~k@j{_r}5_>(pdbxS) zF&*b+#*igxJe|3OK(sC$HzU74Hw0W(3WSsajg(oqk})w7Fj-=+GkM6o^_Wa97(*U& zCeN(U_t1KJOZk3Po!^q4({D1SNL)^zAj4o#XMY!Tc0XW_LQHnQ&KPnCyA#BaUKlF8 zLIMz;Wf9&u0SFHZ5mhAs;bHN$q+x{&hUxp>tqX?bNA3qk=5{TPIjXe@hxUwH}r^Q$Q+HB5lg`svKF!Q6NqNoss(_Bwf7%?Cn4JHlG2}7l{LIowwJ=<`Enn`bmK3)CK0VuiV@#2_ zYteQfI@R(O{_X2K0Hu_%+ik{# ziL2RXH53BujwS;K%n^zy1659I)RZH-}uu@;X%&ftC(hI`7jHwe>5EexX zg1=9iG`!s$tC-U8kTK*jmxj|7X&B1E*W;=^eTRy<;X*H;82?&&iTH{!h2l!Y;%JFb z`=v?67tJw?DHWeLhCJp{p+*ZMgNG`rG)z7rwWF8_AhHPo8$=6Ee>5rhvoWvgF{R)S z#*oKc3RF)qk}KzidnzNjUj8}mW$7iMGc!qO;3@ol(xl-$bF5-YL%T8LF_(tp6;A;P z0VQI%IlUa*WK5U1{$WA1e-ORVBw&|0J~1WWT4Ts#E&=lu2`Ki6+$oO|?oKZShmC0y zR|*zJOM%xTO%h&aj#ErYc(F0$F_(lniX;s2p~HvLi@*nri4s=?oXsJ@*`ZG8ipKl* znEdvC zdU3eSm_l)lLWAsq+AmEiE-}X}rc_*L40+6@LX8uL`g#uJ3j>2Z(L9u19ty^^i7O8c z;zX}Unk4j_;}la8dW|8Exg@9=1YFDU5C_ZUSq_{%S zz(9CC(nR88<~YR^iGMbR+#-<(mxQ@WAh~ttl}rYnO)mq_7*i##3^*UW4jD;eUo`Ij z+#H*j-2aI&KlNzhGysv!Xre**sP;>fij&PT zizyW+8bcm)sW?Tk2}HeezET^i@=W8_^dhm@m^^Wf!@1D|Ox7t)9yXez6;mG88$%v* zc~GN;eXz!(XQ))+!f;!9VK`t+o4CTzAX@Nxq)9^69H*F)aH}!oF_(ms6w5$#qYaYG zRlF;`D7@X6IB`XxJ=!k#x}?d%L*_`ul!Z4NLmqQkP`v~=h-$7})$>kYNiPjwG$v16 zX=vajSf@03_`EqsC^=@VBV&Wkn=yjPk; z{J|Wrm=f_jW5{DJ5$YnQTwa%j&h)Zy9)QSZRMB7&lhYqf3fj#viYWzW8$%v8bcm)Nl?84c~oUf+XvFi!TXIV6ITuzEo7r@J(>)>*BqaiGVq8o zT5Bp^XGE3Y7y*pr(8gjcIZl-fuD!oxyT zZb<;b!$K4%N&v#cLKK)v0K&uKdr8Y&$>LzA;12B86$hK57X^E*u?h$4ANHhCQLtAh zRROQ&&npQ;3rW_tv$k)z)K?qI^BI@-XGORA(F-bGlhOuw+x6d@o`#P!py4Nhm4S;E zUIsUCQOjNM3#(aO@~#6efg2<;Aq#x`n290l-wv4N4x8j2Zl=fMvv5|4i@_Q@9G*1k_wAgq`?9TfuD{PZk>5MMpUsX6h~^xWcjpHOoP>6D~BCw zWaTD9TV_$M6iUy^O(YPZlxuHh%>-JL*0!b!3c9aWRjk}OS`9W`vHc zGg(MVCy&(qNkPOWb&@hljq6O_lNrTh)S0X&C7MU~BLt!~);PK-)ifwGxvx~=8_?fx zOkQaRyz=(%H6~I__gJ4N2jRjecRKiMmgo_43}TMEA2x<8k@K|XodhD(=_b*dXg(jk z2}79expGC>TlhF&lCnP0w~gr$m)9q8UiC z7!(uY7W=~VoL^x~lenCBYJ~=Ho;sp2eyKSsF&V$u81k4i{scecVd{zgRc20l)3blC zF=gVi-^rQ>u;1y9K91O9j!sMwxX~DLhzKOegLnxY;ZqWTh#f;D7)wT5AS_qB9(>LQ zs8GG7P*G>^-jrSjA24Q3Tp4sqm`WK`dZLTp>&!8UDSodthOCL72p$v2jwgO%0FnTN zCw?N8kpP5;g-A*z0O4Wr=al)xMXk*z&J+1WwR)cao19M>>rt>0V9y#Q7QdfV7`>tF z_XtFSp=^>dj>s&A%%4m>%{2OrNw@~{Cr3fMW+AiGXpe{!2t+6m?WWG3kYIT8C*=$E z`I8!6Yr*`{%K?;8d38PeRa}81RRuZZ~8m$`PsCbxFzW z$?+9QL3jqe0htq9joI6Cy|=&zRjhTTB9>(3bFYQW2tH>4)OW;&7xy|1ONsYpVEdDj z&7*uTfe5!CVPczvp3!0A%q>*%c70IA+qyBCC9S-~;t^w7#kKOz!f?eocPjnSxc72% zjAF)$FNtPq3lmRsIT0ZDG|VzjA572Kzc(jiV5xg8?x{NkN1_=^ebSiwK69*MGWTzc zAxq>uTlpRW5t>DA{s>T!0;QzDlYmajRPuL?i4s@4oqeJWgaEpv$-sBak%}n;-!z6i z<}xr(l>vRf@a)r5%fYb#!YrnaD+e8NN}-V)h;C`J&}NQUOj(#_40+6D;dn(BbWvE9 zUKCau(r5Jm%7%jw=H8hMoSr)Z>a%07N$93a9c6dN|() zpOoxTXYd}e`Q~WFl!ST4kV7OPLGIj3zl%gx0uWxVc$WA8!;b9>r z%o2d`Xz^ImX}kZ&-ggJcRaO5}Qa8O32m}TKB!Og7=z#z!1SttIiHbm&%f&~S;Ulq$&5v2K5DIy>UC~r4tvl4t5v0i zsQn^UTGVdV$l2t+4L@+II=XY3==0@ z+k3=c9LKKxp?E_Ms{4sw@*79$p6F=HgNjNS zhW+=D8TKFEoQ;_6uM`_mo^jAuhDLD&DE;}O23;_AvBTRy3j(eh9C7t0X=Z}R5cb_9&2EgxQZo$prn)Lfn% z0GD~|!xaEgdjjOv&+25@{}O+x9PNLRH|Mt7e;Tzvnme8D<-H*>y^XMl)spc7&+XV zbK5a8kz$0eoNKP4m>d)ZZ=JY;B5L1|3<_Q^69wJ=ayg=)%bRoCQ81pOz`FGNf#evt z-diKC7;qUsM6LT?>o1if0T5S*Ea>=g= zi*_&aP1w&jbaqr)+#=stDAX_5X5J*!-so0Ygzz6hSVS&MwJ?=U*7zds@>)D(ijKX@ zYeB1e3ROL?RTj>wZe<0K=sN!F-J6C?&6up+VpIU%fM5dstiB5zI( zk@enM8ajy33K|eu>o1}sL{@uqZaYNm!DtrlBsDexUYr~q@AOuXD>~eRQBgMo7#H|U z=Ln4Ryg9cW81`rbl&5%%FC@prXT5dfiV62<1FL1g;Z}da9N}<_H|Ms)VQ*`+(Os@= z$yW5Ye?65P6i;|-$Q2X|og)oaITIL<`3vU=j7PjVw;dSvFtkuA)G}N0g`Qshg3*rs z6NjNAfyK~-q3*+0se&dzhWQKV2#}qMdoQfO#Dfr_mW%myZ&l) zw5YZvS!$QWqM|~EWxwq&lA~q6>CM^b6mBOhBHi(zLtu&of#q-!D-Jpo4EzBEO1K#E zTW__v`sUfTXu(z^0|YPo%j5`x7ri-0fS`qLJ&X*flWBoP7#X~mRAk3NaXdAgb-DJS z0}`WfHn13)v5j`_S@uMtG6n$m_ZP&x{q0PseCi5vm2#+!570l?aRS8ujd$`{pj*LNki{)OHeakYL-+ZUBFO#gO& zaU4y5zBlK#n|>T^`&D=wZcf{X@x|np|D3l%TrIzEbnLI|0!?IZ8tn? z^ZnUeu2AYx+x*kXE&rsqMqDi))8<8G4AVdEFOH+>f8x!#?WUhV+kCD7!*O`&ylVR~ z2PTg7MgfbViS=ehxB9R)hVh5{%j0PLUA#HB-S}gv@p~%edcSJVHFmHXhw)#}G zvoH1+#?kBxyg9es>}=YwvyfGdo=H~p2~T5&af%>1HKAp-&pe~}y^u-%(;+aWNTI(vP0%XgAn{#)M4 zaJ4*t8Kz~ez`C8~>;95B8vLu?oZD`2*5=R2S70D-*9$zsKyvas6(NN^bWR-a2t@@%u+d^|`P*MteWrUm!>GFZJf!cJs3}#LjH3t2e_=5h!bj)#M21 z_g0H50%Fz>)fyQf=<}D!5d?uZ=eC1jH|hhb`C2AyINGf>A4!gbo4hsSiUaG}T3e;e zZDt?z7s?R`@AKx|b|CCdbw;=6MMB|+$)WIlZ{4^;LA(7_UeeR6WrE>ef3Y0F@I7zN zZ3hFJ=(X==|9f%_{KZ=(t{8|}-ih44{wIHF98LcRZ_aHu{hrhhbg|ptr16v1E6kpg zcwDeQuo#+g!Tjj>&{8wg8|>>ZnIk0j_U7DnNTgIq6iRUYA-$Y|OcZFi*pM6-Z}irY zt9#I{#g)4VjtjkdCOFpki{}WAQ@lC19US|r;3(H?vFNxkIXd3%tt3};9Mart81*yZ zalXHNj_}y(&AILHV1rEQbdcsQK9?L2w|T3@6%a9-#H1RT5crh8M2-;ngg5612(+-r zG~A|2k2SQwBHX6heza1T2OovfanlN69r|iVaUU zjrW(u(duIe=N3*k4SMU|P0~R6+#cAINJ3L(I`i1%W z7Cy|Iv(c^>6Baw}Ji-K7Yo*M23I@&rVGGf8Lt9Q3#Bwffyha$Yy4$$gu#{GoZAkAsj|wfx3J%x90hlJ z>%|oX*8L1-mCOL|JN_a$g5X=;oZAk9$+E^Q@7?}matQp+TPv;*ur6@x6*2+vioZaP z0C>rpa|8fd7&V3iPa1Kyz`}XpIRxX3W%XJ)4{u%5Um$kyL5YKrIly8Ejx*$%F!P4v zj05~-am3z!g!AiRoH0$(K$^@RXL5x;CB%GFa;vWM*QDbxLwmmmo&UDi$*}Kf{!%&G z_f&7rhHp8Eu-I{oRO5GdhD;~m~=aqV5KVWzD{1_<8fFOwq(ws~`YeSsjC zH$D94lY`(h-f9^%5bzoqAo#SuOpYM_g6^HtuQ4S#b5VX@W8i=e7f4Pt!x#$0V;Nhs5u_)icPDh#Z;x#$Pf=Nc`HHbK4;?!-Rx& zNh~!lv6GkyEQV%$V%_-^RWUP2o#8K-BOs=Gb8b5zb~p8A8LO;L4u_Myb>r$FtlMSm z)iS|wqQ6*Woiu%1JW~;LGrxhxY**YCRbb>X4@Utw1y@`YW@;B zLgZX;&TWUtfu;h@Tl_VY+>#t6ANSUjD@u-ZLy1{Q6DS|`7t#?ZAM)lL0hAV|F2dOl zI`(aWg+BYy0*g=z`YPfUScFp0_ieYpB9wx@Gra{Cp%lMr_08=l1-$hB;2rzY`|z*Vk~xELeryJm>ld3d7NHKOx5^@H08!ye&gMKK<{wi7VZV7pU z{;A|9e!^d)))gBg9&7Lk`dAaEMZFALKjtr)qpctD=4`b0hX{)u2a1%feWc}APRO|E zNGERkBY}lq+~?Z#`I|%IaUoaDfW|O?;T)l{vp46qL&N@tVf{YFBa%bnP;cG1LW1AM z6%PsRYR2n!*=gsU@GrO!hqsITrE|nY+M9FRF=2n3EW52QQz+%~Ta{QLmmD2gZ!Ni^ zgWtXqj}EnRhRZnHUpz;6oaxQ^bq){nQqQZC!{fc)S{fR7(8?L`xZGbnM|fQ3&AILH zut%UcGOKOtS6>7A?c~V#rniDzk>M7Bih3EKxZPheM^Jpln{(SiVGlDvc}hp}a&kPp z=&c)9Jh+7!SS14r&-)AI2!&_8Ikz1Ods_!1_6iV5DF+YSnQ$SK`-r7iWIkQ^Axy|v`(Dcr`WQsqpKah$(!j^H@Pn{(U2G1uxb z%$0HtBbDSBDSIo+6(dLJQ`e4lG@(-Tm(dX_1#iv~P-$WLI$Qy#bE_?|Xyg3)aB@MV z65HIC9F3pywudVkr|D><@-uUW>$#usm%tHgHxte+tb+~y;s|^D7_2&~qm`c|x8TG6 z`g5EwpJBBidA+^qG9K_3!_kaCXw{5^z7WD*E`(N0uPRrJm(~9#xi$akuSQ2}^4Ern z(2`zwt5n8loPYBd$I+^P_U3GK1g{bnJ8sE?-2qE9wmjQ)j$!|K3lk45<^qeM8CvjL z*=+U~wJ`v2puaqh0GQ>?IRXGJbmL(pK%GkqEW$|O{v8ZM_Tpl(PARXm<&z_@)7vht z5dnXjrG`LJ5d(Y~e^DI4ca}G21AIH$?31X!mX{%A%U_e+@>hB*#ntlsZ5Ep4<+>Qg zZ}>~&X#DNooZD`E*58^^lHBSqc`L-#>il(vT6^d9FpU0!za)-Ef6kk8+l|iJI(y5n+Sd12 zlsLlN4Ok3Kgc;G+MMVs=Pw^MU(d-kwIk(;H>|Is4LNSZC`m1(dmE7(tyj9}b+WA%P zT5At$Vi^8-e_0$2zto#^+YLXKI{BVTx!$i@y_($W{oeX;wfbK6*&$X9!{mMbf;gHy z@aEihle6i-&O%l-_(zf({3dU0xEefSI*?StF!u-j#c(wD`@A`~-P~;6kadKaK7AJW zhsn+UeQ&L}nmuCPP^pYz{(Jq!aWwz;yg9es{OpC~`p%TUC%5`vyp`c<^*!v~-MSU! zPySLk8v764oZD_}*4Cx>O{y+__Tt15{QkgVXd?KCwysphXzTm>i{ohiy}dcN-TbVr z>zmy-B)9q-y_J!$t!um6>8AEI{!%y^`xI}^Z8!Er8o7sWnO0WkFHCOpw|ncv)#fR? zf0wFawDa@*g>f|fR&UO2H$7Vmq}R)^o&JjTKbPG4w|T3@)%p=@fog3G0DQ_{9!CIt z!kcs30k9jJnuR-t!bYR*7JD)|1|Ij;j4K9=1FyCUnfp9`;xCXR2p;z4+;$M`PIX4N z4MxIX)FFvOzTv=PXhJ@IVYW7Tr&q}Y!Y=+IIRfE7|MvlbP2SpfoFA6l{)_#U?YJ!{ zVyPx_i}?b7NgT~S&zp1G+y9=l{qt9@OXDQ1C+JKLfsD6$TzdlkG9AqYSZZZ@fwTOj za)iTMy*alX4k;B5g;MM*+}BNI0miHdUG~{)@KNd$XI63 z&q40qRmo>-`Aof3fO*0`4hL=Evio7a0gnNKX~4oSj&TJ6Ujd^au-C^#!DN4V98oaA zn{(SyFaes*S`2d+tz6%q?NSdmpOD=6%e__NYJ9$RRd@iU8ceZazj>U$AdXf)#+$RR z)m!OK<2!)yL|OS-zG7OvlHBTLZHuo#*Me|AiFpO$N6 zU}2`eOpaKX;mx`2SkQY0cnwg^0)@57p|ILpIj$}twr7wkWFX;We~}!KaH2Qowj*Jh z<`qhCZFfPvZ1sZVC^*ksF|H_3=Y8yzF%YoDUmQmS)Vw*j9RYi5N+V6D2ks`wR14>6 z_Y>Tj916F1YseJ}2gmje=;5SV8JPIEzg&)(_^3DMwqs&18z%bl)n3$~5-mKI91)Lr z>&F!ld=FedPH3fL>tx{JA%CeH@$e&W&TYrT?wamO84_!0bHl@qNE|ut3@nBwa%?h! zAoVflhX3tttA-;A{^8BJ?I@UTq5!oZuJfIVo?Lj<;lTvnYYSZ!LpHn7PDXOh?RI&X=;d`ES^E%u~dMX8&KjxYJk=7^5Zdvk6(Iu34*4!bvbJ~>F9^;VZF zNDgoAO%#wsdXi`SMRdf<&%8Oe9V^kE1bZ8sCz*U?;*rY)U@SlV9vHr3- zqGPl-=eDC`rshfbh8NuYphY6bC5Oc^-U@Q{9sD&@)(%Fll!=F<{DpGF!{OeX+l~jj zw|E1*g08X}X1p-?&|pza4vT`fo?Kz!;4PH8nds>Dm(39!UEZAAj*bH~Z$TqBqQR)J z^aIJ^alN;qT;aiAIc4=4w#u3KxYl1dM|@o6&AILP*jK|xw!c4L%0*6u+>;y|cX=zx z6&w6LbyjTX6*F;hhreKsxcF~x&TYqqK3AIG+F!2dbEU5)N5k*ERpW|=*tt?#9TNk; z@fXJt1Hbm>+;$A;YwN{wRu3goMrjd41Zx9?LXa{bALg3Jto7B0q?tG zj{#3-$AEjcRSR9!bZ5QNldn`4sVm}JyqmP$BV*l~9SN?r+9<+9Xy+0ZJ7(j0^eNTr zhe~OUm{Y3PCfD9ot+EK)z!lU0gMAn{;*{#whfLA2r&Pb%s-8liez{c^&Z=(ZSPg-6 z>?zfs4VlIrPO1L1Ri%Y`f0VFj!9ld5&iGSGqn9&}yHeSM^dD~xv(O+snEFp|Jvln< z@L;OmX{5u-Fmb}eX@Bz<$1#lhbF0=I^z)_@ME%p*Od+>bG3neTiR0n}fyH3N#YR8e z5HqjQCS_GJ3_HtTC`ZGlyg3{3@l3*E$DL1-5U|BSz?(ssgr}0$d#l8?QM(|3R>?rX zT7RJ&5wO~ubK4OxKJ)?S<_hZ7Iu|Dgz&pJ);tBw94kg9~kQy2GzrbH6NBf`W&AILN z9~atRH~$xsoBy-k3UM{RIC~OfeyosT{agJ-au!DIenIilbZZ_aH;!PpQ5CH3G@$I*#HfRVsrXoA248~_0I zF>F7~Um{1_@9fRF?Y5s1+8$4qkP}DBIN*rn5IEFZEv`O5te3_3fUsHy5*GOj=7@x} zH|Mq^VQPqkb3>iU@50U{heFm{FRoCS@8AujdKp+a+g~zAES%}hx$RhxMg?2@3MIuM zT%8;R@AcM*D+*jj1*ArX{V(^I$^?fx=3 z+W#xwoZD`HDI(OS1z%2X{TIFU;c9)Ch!E;y*#3Eci5zYJtT*Sj+g|ehwLY!w?|w|; z@xU}-F*M@=7vE26WY~YQzf6wypWw~8?e>@3zB(E_A-VOJd+TFR+rDKqc$~jPj zn{(T3KQSBwY$bO!D3MNRE`)ZcyoR|VSwJ(p3yA1l;ef5myAb!~mp5hW+pH zm&wuocX@MeyZ!eG`+=@%TS*_FETnOZNtlC@k^x7+=?4YPp7&RT z2kXI`cP0nH1>Rb51%b<0BI^9jdHzy4qF{?R=eDCjT2q3^p^&R*^{Zw+n;ZwXdh5j% z2jV`%m@y@zZCjj>hM_ZR3i@Xs@K#%EaQ&{iSlm;#1z74J__x6m$gHu5xD~s|Tu6j!hh> zP6QT16R7f6g7zD}h}Xun`Z#}S9If8r&AIJXA4S48{eqF>liPf$w=P^;{63L`6IvJ3 z;!FHxakTgm-kjTR@ezG+8KUOl`;yx`@YaN@y=O++8*5@(yT@M=M{DQ2IY(H#h43JZ zFzCUj7FdK420h!?0*g=zdOouS7NHa+@6$v~o$QqD{yX-R?KtI>tup(2yLbDsgCA?u z>}>5$r2OoP+4odKE<3Ml;{KH=_rC+zxf0xsLSI~b~l7Ed6aK%9$cIyTN z7$f0hr2rZX2A%?(j4hP9iuGK+yMS5^-iN=9f@%C*zQ5KxaLUe&kzLt-oOv8r(-_uM zEO!oUZ;a?IY57#Sf!O^}f!0C7&BO1u$4E)PQTbRNMx6J1W^NqU`rWIZU5- zf|S9*Fa4dO^D`l$Hy<9y>}M;{P(RD3EF z>K9ov(}m7pQmZUNN8UuutsJ-|dY-s8+jUO1C!bnTF4X{lRmJHp88U@Wngy?z#DeF; z>^&{m@E}LDsFve1^A{TpPu1T2#m@U>NEx z{vtSrgBx14-=Lpa9>Z#%)=#Tln%so%^4FjBZHh*0)0km5A*qC6#tZ$$a5UrFy*V@C zLI-$0VX@;*D39g#HcqGh7f6!uc=8v$_2JrP#Y<7yY>iS2!{VRwm&4KGw|R4JyTvDQ zUD*$z{35y8pY~RYtJ%eUU7Fd$su;F^(q9-y+duBjx$U-}%xy27)R9jhjXyqdn;!!# z{NhMgq=e@PzYVkcH0y^7y<4%7m9Ic)4=KT7xc1}H8a9wh1U*oNf zq}GNy7;XDXe<>WT-SFnzc54fdZrMqGXL5^w$6F(=7LW4iQM<>#tyy? zmNHJo&AIJp5Pg7c2l(dX2&j6i#1#R1Mf3p?yT1GV1#z@`pEu{WTYVyLF4jHY zA4_ibk9h0E)$CCbU(`PDoBSnlwEG9WIk(;JdvUwNIk9{tTgzvlwbXG%zN$I@2a{vq zhu->e#elxUHo8`(_y4}XRE~JK*PCyo2@*TuB` zU;JfpwEdsFIY-#Oh0P`5{uH|W+X9Pl-SCZMF(Pu^u$7Gy@$38@r_l>7SDm(6S?WK0 zdE!CHA;4m21|j;iqErWF*KlLkLVqb7K{uapZeh2^ps)5%4i%8*V{mygVN-HrZuD29 z=FN~w@ zkM!o;cH57W6sBzkDJ8f2Io=9!wYxrJtX9LYd9S}9jyBJGbADafT-y?ILvowH-&-Mr zU~}89kn8*fakTk0-kjTRbJ@pRHiq1n-0pXKE5+6BF+M(OZ^)hg!Z_OgJKmhzZu@;C z=h$?y;I-sP_@lRqT#=x^dm^@C=A7~G`~`DF#Vg*N+m4DUlJcxehx@He9QW@7EQTiT zkMRjntA~5}3*%`0J-j(bSigno{&2;BP9e9zLSHdxfkh|fh<$PNb;&h&O{*-z7H}ms!k|Mn z_QlcP95RhNyg2&yR+Sba_bXIsQ4N1kksH4nJF%z>$Y z=bi8mE|;JeN3hN-Jcs?Hx7r+?OGB*Zg>EgaR?Cd?9`~2Vv7i5mH)o@tf0(csO!pNJ zf=T_waxK#j7jG20EcXPDIU#Y3Hwst`MvQ0lEa6MUCF5(=F|9w`UmQp4@8Zq5?baVd z)Ya3!IHzp}Ix@N45A#-sYoix)d%E4RBBsR``wQY|@de(T+i&sSd=_4~V_H0)+~S?y z>PTX7Q4!PP8Gk_>Eq<0a=Ln0pF!TsVFEoZ|frTEswZI~jg2v!2un48-Z?(fjDPRmW zXUC4A#?moVtpM*|>``{GeZjl+*rAUVYBqfOY^xXygV0+Eiyb(88o2^gSJkdxdtj)P z7I$aW50Y!|{#IFpz`utYV8;%f{y1d%b{IPSu2rRlsC|VhEo$f#88o*tXA&PZ58qJe z%U2W+Fl|-hNO>}_7>r2Sa3YNzTscs}uaockDLD63#ou-^5#P45@n> z&q1maV8L6C%dRSVwgaP0FNR&&!j80PNwm%`E9UEZ8uFXo13qP6Z1Bscf<-s(tXZdwP! z+}HX`;b`uwyg9es++(RTuhy~^?RL(4lH2<(Z+*Dho8LUBcym?>!{B%Li{WVS|MuqG zc7uEH7N)^Z^q0cX z;48g3x8305sXMpsE;=u{#kY8C#MR=~9z1GaQO#crN0XoH&AII+XCYg$oYg)0Ey)f3 zac_ON8hm$~N5@K-E&QYYLO7cHL*ASt%-zDAeK_q;=W<$L5zc;&ZZ!}IrJ!?xiKL)& zur06%rJ(cZEwBi6aZ9W7qHGD|fE~L8GM+AhY$;dH=`NPHC{v*S_HM!U=7&{kwg~c% zR@*{2o%~nAV#iEMl09S{%WCijl}^}lqs~Rme1mT+>!>$)4NW#Ik~xELzIO(c>lXks z7NHKOx5^@H08|CvFICG^MhRH|z3*u<7gfTNKw_vYMoBTr@5rWel3XV{=cGx>Lu zoBZ3}dT}-RetNq$t78J-oBrZB0^oLU&TR+49+Jk`7^Vs@XU%IU_-%3&yzH$UR}{>S zL4jN+6ACZ-%j5`!=e;?%9SX89U@@uVfLGooBhMyN^vzizb0Rd z04M{4_D~v>P-tQ!a0AsK-mI|Pzt)#+yaYGiq~3Q@Mil2 z_KDjk5Pj=J%WHyDPR*`gc~UA@?yC2}3Pu($7f{x$e&gMc?5zMR)@--HuUo}pxD5C! z!Xk1RFt`iEn0w*C1p{+}KKR&sa!`VQa3{tk@DG2zlz!b#|6NZ1T|xiRdovn1K?u4U z2uPhq!pBMh_6h{|jo5jo#@Irst60zFy9*G13N7odeq&BYF$DT)qUK#xV}!hf$?^UuPcfei%3fR9Gw2fOEN2+y;3&D%mZf z{2wAe{6#5&HP<_#3c`0 zNdFy#|Bej~#(#5z+4yhoU|;%gfBcssw{e{^k{l?95^x97DU(PuJY|=9V?4@K&3Dn} zQiVoNf9fvuNIy-4T(wF*pJB}m^HI^k3p@ZEvqZ>^@Z((zpmp4h$-S7|kIDaF@ zz~muJevHXaFnJ7luE-3WwjY=HWN2I(|b_Uq$MU-%u4-k;>yY)Wucx#yE6^paWu_>cEu)jY-_|DZh5) z$~g6%%hs}}rpC@)+z6W8Fwm|VWAn1#1;VXwF*_##ph*SV%Kp-^3ymmhC$jLvlR zg6Y873~U@|jLT$8<W$G|z1dPvzM8L*DvV@b#q&{J z1=c4+MUf=9VHoyP!Ik7+y|HUoe?O82Tfr#=3qinO8+=kL99#fDtqIVp5WtkMJDgLe{Aspi3j@XPk#B1i$h?;`);jtA^1S*?2W zT-YCyA4Tgz$FLD(eF%gPW{iO3VN6aN3CZ^`IcgLn-@@dq(U3fZ$*K-Wz6nX5cod|+ zVhsGWemo?f#$@jakX(z&sELqVfXO#7SuhEbhcQ_;8Irp(SuzEZ&tvimCfTWwd0kRna{nw$_J`!m10Z<@ zlY0(?WY^h{9FNHbn0y11zhH9c97xW^ zVRG{!kW4=mk_IN#!;lcY1LoZT-Xd6k1SG%2WZxqpIUAE3FnJu4$Bu$z^Abp=9SzCZ zkmN}Zg7kYG13$ft$(>6fIpSDIK7+}=$3b#7CO2U6I41WW4@q$uBx9B%6YPJG$rs^U zu>Ax`hMf$_M=?3}6iB9=3dugJA^GkaNX|YDl7C=QS_jG9m>jeolE>Z($=PQ>@+>CD zoC(QKG5O3{kess-l7r5MvMNyaL2?x)TfYxU_6LwWh{>0K2+55U`WPhVV)8jmUdCk3 zow>j_A1c@mNz{|x1!5zCxl^HcECy-!0@e+H5-Ve&gnazBUU zSD5Vo3rMnW=m>ly0B-=3gDkeMs z3X;v3d>ND9V>16mNN$8APXa;I)bf|$r%5kE@=Z)$c?FU`{}yxL^$eKf3%`e-uKoig zuVHe{A0g>^6_R8A1j%8qL2}WbA$j00kevNjNRIg%(qnLm^y~fsKlQ`qiNWod?6fl^ zZ@}a#OdiK%-Y$^*3zN_63dymhmV1|t#y#e>xDr65K*-;}o**;dXwJ@)~o~#cjv}=GY z__Cng+e*8xUb2whg`{(YwEI~}SJ3%N3;B^i8QdhuC(GpP^3{3~rWz#Od=s+4&8Rog_F75Oi^LxbTQvuTb`?|BvUhTF`q)paTA(SzNL_ZNgbJTCJ+S|3Cff%ATN{2 z3o}GiX++>_koYfxc&{kpHRVd5LO60F5Edb!hTYd7grmCoN}*h_7W+1&{iDu4n!}{YJtxo z>63z#HB6n+ zf=saika0a)i+m7i|0QU3X*sRU2ID}d!4jcZ#Ri8QuGrvo%zFDCTqlYy4>>&A20uf( zWxF?_Gi~rjAPK%I=#*N8T=RV4k0AXRJtq+E|y+AkpOQ-W46mebm7@EatZArw17bRw%( zlH*r$_j)8`3;KE9;P9F7mG-_k852B!kB!)(r$60YfcF#ii_VK=e)Hat`Ef|7VOSsn zne&^oMaa#qPcpxVnS*_J=4n(&$V|7XWV*`vZk7FckU5x|Vids>@QI0vQ$s-&zlWmk z!5Py3S?D#hJ^4(fETRNL_0Ro)>h@V&42_D(0z^U-LUkVy1h?LO>5XpC$ z4fG2jq4aZN1<2NGWr$hJIXG${+x9qQQWQ+)#WLY1wzk1diG?oJaBo9KpB9Yb)xkHH z$&!2>8N47E#8(H_M6-Pvvh7l-&YzLVtT|jKY-|*vQ$U2KjYEJk*d)jgjMawN1EfgM zk1TEyESP7Ckf5j<o`{4+wN>HYQIalQ9QzmBh;-oP?s) zJ%KuSgJ8i1ED;u6z5WD+_;e(`L=eX-v_D(xg;kw=*E#)V=!O(V*CC@j1*5sKwk3=z zWH7I`(ua}De*~9!b##Kq$rQ`*QXsjVPB<7?90Lh;JF{a2AuN;*hq$g&k;fMWkNCuRVSC{+CRW!Yw}#*r z@5k5;NixK4MEaiydN#oj(c;L3J2Lh2NPW2In1_?Pa0ugacJMKH7zQ-KEeqi*4b5<; zKyW;M591v+e^@BNdvU61h;};5RWXf32&#*L;5kUB_SoD4BRC1^V8Ig)`N^fcibS1< zaUvFmnnY=gEHet}M-Ktg5r=Y879?3n@kV2XayK9f&KHzSvldFQF%ev$z8tAH2$5N= z#HfK{B}lpoLb_86VW>hBQ~{dcPn84txl51CK*Uo$=R@FjZ9fjs7BAgxt zCP97)=j5g%I$lut)PY4XOc>pbkLqoRJX3*1uv+k8olz5A%U*|C47q%ca|tdw2EI~= z<9?%HPy8N2oHabXkZPfn+m>E`(wddqcvT7YuaWwV%el%TM3ku0-MLI{Tfa~|;qu+3 zz~#VWIhTlLrgBllI2>q$8w3M4G0HFs90e$EZ)IJBN=`70mID91CRX7z!=9RViN*64rRA4Po z=5g5xz+;c~yt)e&B}Vf|moi1OC{#Q`%#sExoP__g4(z*TYG<;s?9MNB#onf{KvHm>6` zIfDa_kZQwK!mkfl1^*@ZEpe5NTr8W(R$xnD4YvH%E28}qw%1+thagiw22SqN*ZKN<*w`vkSxSIX2;&HQm>aKl-=2GPaiCd^VE z-b5jLu-kwzIAbHHW^)df`d8sJKu+^80ni0|oXv@&i|)_naxf%Ti=GRF!Q+COjU+8a z=L+y6Y*kgsUqtfvWq9Fi{>wt%Qz_TOX>J13TYxNh^CnIkjkwN2RxPy~h=OTZP8p3j zR^<%rgHbVi01yX{2o7v)W06~TC%;6(b32 z>babe8kfp-;f%=WnZ_Li8Va}lfl+W*opW1k=?Xdr@3i(`kKCc&>`%u( z`wKX!4J;CA`rIDykEUYRz74os01541Y)($*Qp%jC2yq3He?ySl8jehEL)`a~#SBpo zo5zw_sDU)`mIncG&?Pw7TEEOe9*f5g{H$4ikhvZKjkt7^d6@NP~u;w>E6p-n4k7#6O0A`7zEj_}C@zl@8JI zv|Mlueh-J}Y=>qkU&9mT)ie&?Vi=rc(F_yDJ8xQeAW zhVz8cy_W-{4GqqSjsD^pSz>&`D+g?XKL}nd_=)Ew#c+hj&Q}1Bdmy2TVF5!t59<(~ zaC;QFJ^bF5xGC5o+@1wSLH|{po0HP@p*vypPT&!YyP7j{Qj`>D6CN{xJh)ZxVC^_w zQJOy>e7=Ev_7X^P0)QnRBE04S8`xma>vcG7eDN|xw>`r0Vr2P!!ICXL36{z*oe;c; z1lN3v%fR;8s07LoolsqS15mwqBd20xL<^NZJSWsMfG~Kkpl0Edjana?6Y>us`4fVi zjq@~eeOOK?|B95C+{DFZLB2*A)m*Owy5RH=abkP1`f!{S+Y3a&^bd1NHbT>i)rR7P za5m5cj|xJ2k@_&4P`-ea*L{Q+$)Yo@NMi_2NIwBo!G@1=Qnm$CBUOjrgf0gp!IYah zogGQ?(3?=r0)pUSL1jmhZP-nypGE4cKgP>sGgF$Zx-0l7$ZUVC4H-gsQTC78CLjEr#uYHOat#_Sq z!)rqSE+7rgzm3zg@Kh5$YG_S3Tn@y+!-9hy{x)CxEE1+Z$BSm;1g&U3c9jgqV^dQ4 zLZA;G_!4KrRvsgmL=C42r)Pjk@b<59PHZ_ef>Y#Bny`8=a0%vri?gyjqNr|TDbNM) z;>5v)--fR=zQWUi!3_K!##ap9WXl`b0l6qg2UOj#)Sf98!nJlneZw6<{TE1RK*7*P zskg5-v#n6NGLgT9-?sA$dK(@v{D(D6S^wW-6rVR_Df1f zh~Vr^#U%SCl70LEUK|6bjVw)mH0yiloxtG(kWhh}bC5Sh5Ya!49LC?pIVc)aMTd}* zNTFzKZ=eh=7UXO)z*+^e2}#|yNF=xxS^QP7h^qr`1GR7%^*!Lw2MN`Jf*GR@h)bmk z7a;Ysf|{)l+N*%&i%AvXSxGhih-}_+Hy466_h>foLf&3vrO46)^uZ4VlXzP2zdjR^Swa^3qrUPb1{Vz_Pqo1F-HHU&%rm*5?O6ifHCTm%%|~m|Goh1F;IIkEgYO6)&2{w#*fmjE4ZuW&DXbnqRyY5Ui^B#E zR&gjc2rIkZzXWW8%YVdqvB8X$SGK<&-Vz!Cup59y@QUCQhjw)akpStRNPU=azAUJ* zN+C~V5ZV)fEV!Q22El{ymG)tHtUTBizngs+eZ4`tvtH?eb@oNM^m6t|EIktHD;@^w zAN`c8hg&|HI-SiFa$+@`@F@Hkc|bxvq63dD29Kwa$BIWd5ANDy>Z&PKu+}#Zq&WL$)BF9o-5Cnn?n<9+k63*EZ2InDz zTLc3R*_eu;YgeY;37@YapI-_-Y*Hak5OWTnF!~cRTJR{>i-U2t_Jt?735(-^Iw<G|WLx48eBpC3H zJI1!S^FQ>Dgh@X#xygqK4J4GRd={BJA(%L51C()&!s6G+V*2A;8*D~24q)`?Zx768 z!E!YkNjdR59%r8>RAzz5H@9GbBACPDGMjgupU5B%G1c?OHXja zu`!jYiC(s4gKgo&Ne2Ga+^eAEkLi$Od3hw+FCuPH1la#yxLq^5J zKojit6eA4AJ`G=KABb0(1a){K^?~dl9_PE3>X>VQP~3wYZu%vcgw4Qc6!OMpLREVP zs6Gk_?dkZ?i`kHsla_lXLiR-@ds>k3-d`g#oH(KVEz++4IWJN(l_=6q+y!*Oqk>q| zHz!s-3@P;mB%JaKUMicp(bW_7TZCv9-2p%nY!-A8x>9`)A$&Iyen${$PJ;^#ZW-@$$Y-GBy0YJhFnIu(q(zg_+C68& z{f^Swjs>dVNQ1an4v#LaCZ>w98{1bwlO+IowOXOydMg;!~(*Iu2 zYfeU@w>0;ieg(97NT{|nKuWY)i?1Wy%?@;0qyG}pJtOF%Wwo^X-y!W@0v1|yEXmpg z&hvmpaJk?UErX>!-GH=@aN6KgFTq#Z9nIJkJ}$%W;gF0Yw_L6DSIT$|4{VX|gWW^< zOukZ)u1_Jv6JG}6TOpyg-~&yGxW5SZVfMql!Egu&FR+x0{svM%`3k4zmei?x`WK6^ zi%Li8sjy6}&2L~sHi-1bR`u7>=ZoLT{;G5f8_9n#UTOD=$j@Ai;Lm~=>9t!NGKBh{NPPobh(}9f14kP*Q+`$6 zT1Z&jhS%xMhnw^$ix>fzRuuu3;uU<~5!5WlIc-g!wa91*-`qGj5u+2G<-_Njr1vrnQ+_~J|*2aeJZ-~@G0rq=u_g) zuxksS5_d+Q5`?2W6Hn=Fi;Z0?uz(oexJYk`-W6|Gfgc-VAU5d1dl7J-KimY(?ui^x z%y#0L1s2*})Ou zV;duBNK_nX3@3N)3|ugWxfL9|3RRmanlJuVZ z?t$Pt`0WnD0=}UXOceNroEiIf4-iW-|>ha0}xa>PuWG{hu6j(RLtt@XTVQ+^NRhq3axm+pq6iP5FMc8NR zl>!vk7>$>3lg;_~Z4A6m0B5aga8o9Jp9+`UqaNvju?&471U{IqKETpx7zEFzsm~xn z>xbA1srFQ#5O#2%k9fYj`W!+esYs2Oz(aZ`Kw~$R816sEQ)H-9%OfG|)GTas&h{5z zgjt94gc+*GjR5Uw3wjE*-g@T(^sA)9SWvBW4K!w3f2S)#3&ehc{%r$b>A#>k4vHh_ zm*e1&X5Tm(xOPuse_&izes6-5fB(4rbp1!l9b4NB-~!IFWn^(;+0%PiUD=BcO(HlT zPI`75fopaa9ZK0_)eg64Nm&n#6GRR(7TC13Fpio<7z@IcGO64JE|j(+kBB4WK`Fan z!78&$jdPpxCLy!nyOG^X%}a1^dgUqL|o7N;$z zyr$U9*}z-0LEFaSG~cQO`MtM)0!^#iJb_f-yk!#)tHEMVQ4PAu3;LgYIz#SW$zU#B zcsZAtXMoFjYZmm8rM3G&BO1{66A=zRDg&mO&xpD=Ti>+JP zi^L5}S@1Jh?^xO32J2p$jm?7E`N2d*9ejO$E6vN|XIozEC$LmD7h}sp)QfrS8$4xz z+V!uUjss2|(q_WOFtW?5+F+~4nh3_;Js@XOi&{0RymVCZ3Vevr>E@C!)YjZ&Om@S39?vmjCqx&%oAE;er=F4mRN!$cF$bjEDPKs=Y&j;G^w{s_^klmyquMwSH6 zVoQSOQ6<3@y?RM-Nor(C@GQ0@cpg;}Ttusv1XqDZmITjYOM>T7CBb#8P!gLm;o%j( zx6^#WFX@CQY;@0Qlp8tWG3&kfV_WZ_ROldT)7bn{n`ezOHoMl|*p9GR63dAOs0(w_ zag?Y<*6MjSxjPCwI!$mnQ&c~v6)%&>-5m1>*5bonE>1|%$;D+7eH?TD*7D>oE>5nn zhhwu`R&H7c$DEQSEAQV}7ih^Lx;NIVs9EF|X4SgUxdq3qh0*WvkW?G2(^pyAdNk(x z)Ql3iS#PgC=Usr-pRusgp4Zqy4k%?Epq;?nDGn4YT2Lvp#>J*Yl|0xcG_xX=vXvx5 zLv_rmDg4y%)U@I#G&srGBo%51mUFS`b|_JUiJXbdu0s|!U(f3$WwD4X9Z8K7S{uL>I#L<_4QCxr^K zjn2_Db|0^UT$c%Tr{RUafCX%gcSw?WUTcnFmMG`00W~C$UArb+m;Y5-m^Y&^04VoHTc?c|(zrJ9Eubi|0|Ud>y$gRyK+jTks4~CehTy zv&#n2x*(oKGKVI$$RUgol|h(7Q?lS78zM@M&+_z{w7NND2DBlTh z$|K+X4o@|6Kv1sS@oq{iu4%@*+~F}B6?2KTtJh`Mtl3q|Nmg@_VGGya0+klpY0N`M zu6YYBAJ?>obTt?VC(HZvO>dchjBa)t-Uj-o>=tE>@6e^#-xIzY_^ zEHTvTnH(TtBP~}F@4~_}Hc%MfAc!_dYpMe)i(gQI&Fi9`nE?_Og2dECI~xNuZ0u{L zG0wn1eg&CAU<#(Nv9bQZ%9S@Y<`8Xpu>Pzis_&1p^ptvrCOxH|-O^L)SnXLTqNil`p^rshETTsioU4zcl&=_*^O9B10xOl9 zqufA+ z$rGh?)>JJNvgTRMEV(50#|S8F5R*q3f^{*r!end2$P}7{#UD0anq3(B%$(df3?F6& zVIe&S$8b2BVvbbs;5nkKqpOSOmuist;?edOmIq))w{0!WL}wE}pAFniA6J5@}gQ=*gm$D3%z38LwV|K8lSSqsYSk zP{+L{2k#PfQ>odoSJW#c&6p?^*9(;MfmO-1tzmC2Dj;VIrPrY<=i;L4HkII=*O*@Vahb!X_+)v@A=+P27>Cic7X3hmJMMGOW7&IlC4g=-HT06NxK@Et{!N zQ60K#7Uyvlm9V)0K_2EZ<|dJ;uE8)nJv{wc`T`WeJ!grPSG2unUf7w*bqR7re%y6cA(tHXq$1}C|8987B=LK zFWMNh9O+W5Le)x<%E(2BqE=IV@ZwZ2WBj6fVXYAB@qVxZ8!1I8(Kd={f{m~-=zdfa zi8plJy{Xv{D!Sv2nmUNf2U-@h2fDwN_+fGSwr{dc-10lw4i3NTjh;CedD}PS(%Y$& zt4R0O)9u~y4EZ*0$fdhiWxF;!*J~+n%ZA6g$J4i8hjJ9?YlI{%DV~;9-;zt#IrCv= zF4Q;+GTB2QQ(nsh8CYFw(s>s}2F6`^F6JHC4g=*On|8F(iCIV1KdE$L(vb~Vl&2ih zlc|%DpJ6q_mtaaO@8OTqqPtkASKojMJe*%hAUl3Gxgq1s`br9Uo7o|>4$Wy0$o$0s zAm9>LI{W$zo91a+Eb5c>XG&gq)jS+v*eWCE6#Z^V-Fjw|My8Vo9ISyyOB1f)G!z{tFQRDM2CVZJ&ln;5V#?_$X(13cPJu`Bu3 z8*%Zi5@`xfX+s;pjSclIqDZ3x7H3;BMJ(*I?mmWqxW!C(MI=I>b@wq;)+K({cU#D` zR?HlunGp-OL4tK>;pGt^Fu6n>^4qL)YQ(a?4ViLYN!7NtA!iLE5gXX#oZN4-KCvkE z$7v}a*4>_FHO3EMBQNyK_$Es7UmQr@1 z*66y(x?s_bSr=4?+AH#-K`aj7?{Zc8c{Yi{`q3x~WjfZa5P7y$?Mb5w31?T`@`tui zd)_GiyysOr!HC?bO?BiYGSY)qG`3pFPG2cHRlD|hIz_WS1!|69 zhl6l3V3>oBD=f6QL*@`v>bODED6IxZg*rU8Wd*g@8xykZyfB+g?AU?@pEz@9*)!Z4qwyQ6*56da~i|Q zOE4QF;i?LfsWFU<_=A6}gEPgW&xKp~*i~TkhitwT)Ari&dZlTyp3?q8xJ7f;e(>~mV|cyRJ^#po;J8+6f>1_xdw$SUu)V=lvW!FbOFTzfHcS*7QsQg<2L;+!>&VSuj8z?wC+0k|_{1=tOK+qG2V zKjm42pm-ZYrJvZCRLR4Oa7!5(c8w0W&jc>`t`$g2YK$pVGv&?s3h4pBcks`onQ7QK zMnH6Q7$Z@n?yl8ZdQPf+FS@hifF3H%E3oq!T8(yr>*&-vj^(qQ#d5U@4s+OsN~T$wvBwFU0aNRc;7rOrei;C%b$rO4tOe%zRXQqE*+dXA0(YS+ost}}y^ zNy9ybXfs$1|F#Ef=$A-?jS`^-wU>_4@G&vh{ieBsBe7HkfxDcyP_x$vb}=B$$L!FJ z)t+B~`&4@H8cV7XR4f~nf!5iZGE?U*Ol50S)%|6l01cCCmgi~4fN6L%qij~LrG2QD z4roP7BUsQxb)>sI{*Y+se@qQE0Im7%YKG-gbv63Dh1Lf_NvM^n>!kJBzW!of0USb+ z!jLjIRaa&B4RN048ktQsa(GJ`VKJv&Bm5!J$PYt}DDLP;TKtk$iXTSY5-og+=3?k0 zQuG5-(abvz$6FY=f6OWZ9ZLmT)>NQ8@s8O}@XYuErtS4?&;izJw0wz3Fc!#zahQ+@ zG8m8SXwVIVIP^yu?vKL$gIfQ%GFK9OQDG~gD?*% z>tOsu%9@9tSe2&1X9y{GgMZs;Fcs{MKg|mEfPa?-G~^*cPGd?KEyIRQGQE=V-ezih!rfG$FmLy%_-SxO zIl@5{>>;QqM+s4uBou`JcPs_eY8rPLXgbdNEdP9B{_GRIWCU zhh-TI%a&pY2sXg5Zz+xWWLtEh+M3%UkJ*~oq8sxNTlC;3Vha)&$+p;G!A-oTCXvu% z9t2PjL$WthgkfS(annl8K`V8kmCZscBp8ylGMF(;e8u;XV=k;ei?Xb0xX?`v7dxoo zT|y0)2sMxhNK!*w?}Ye<=aP*sMLx}uyB)JNLGF7n4?*tb_=zBw#7G{(1y>-cB;Qr| zU6n5%H0y+CA<_PrFvpl}N-_g-!(3el%t^tOmv9Ly8Hy_X0QuR7V8m1kURO*9=WN+b z3$4;*#+OZ0{TPKKQ6%}qCIhIV#LQ73W~u@$1R|8rU`K*g6;o5JTL~G6>7C#pERYz7 z#5Kr(@0+#C88gu&$2c?uY7FZwzXWGOD$TtFXOmwu z>{lvr&gvP+D|Q_Z573GeV%Xp zVu<$6M51Y(5fSalP&D3ZTZYnmP`a=`A^e|`_^*KHbJma^gPK4LxZR4(2iE|H?TvBb zdS0?d6Of^$=2?U%Zj6!E9hozqwgChs;ysVzxw>T1)nWY_lO&$71b|ZrbjCf_QCf&3 zchwlS24=ekCdyptsu$Lb?*p^<6()@=$S$*I$BGd;58=WZQ)QOg zWcDvY42W4>n5u@k6162_rPegCbaWqyT^nAw&5mCXRH`zD&j=8nv&nc)ej7|D%if|f zsvB-v?u2DVoMt8llU!Y66z<(6YmxF(T9d|WtKc4HG8atNePFm!fk}pboYgG#q-te4 z-CU@WIZG@$-Ek6~gRb`Hy9(Wfd@hAQr*h>KED)vgTOsefRJ{t5fG|!+* zXklVnqNa2II4zhW*FOq6UK5cXJ zuiF*gynug>?w+;sUK%#EvINq-LMH_bXa~cWrYgn_x zLK_oc<||i7!wrx;rz$}h<~4?sg>mLqR`BA3*Fv|#kDThFs8Pg#aD@jzBRFLgoqIe# zIzDWS?9OEf(kQma(G_~}Bk=(dyKCf~41z#X25EwHF(Gz|OJ0oZhJ`NTk4AApm`9A* zv!lwOgiqWN5>0eaO?1d^(Gs;1b>M;(lOj|H{n0}mlt5MobIe2@wrV!UE|1MKj;9LI zeB!T6e?vlk#oLfrT=}K9gMJmxkq9-8Drt7J7G_agAOi2kSSl!wq>0KLc98J=lE&B) z@+2zOB)hIeXV#d2Av7$_!<*L2xHW{?a2l1zct`|`9UDXtniB3uCETx>guAX@e*%+g zG-XbHAd;vD0{FZ<9XzI`%x38a(9#dEmmXqCgy@Y4tY+C_p%WL$Xd4S&vVduD<8|2C zRWA3ZaM?En9bk%_!%ubLMvHl=LU-zn6wGC|9J zab5}*M(X$uELis~ZcE`#l57Q*a^bBMu;NB~L4_cl+5r7C%9jFkvr0ghTgme&OAHGt z<$6zVM>no^LcT(GH|&vu7p=yxA-gXicdV@OrRXXg5+%#qAQ2uXP0b+{g75-@kj{K6 zo2r)z(9QRys<1Ymt<3G{zzVSLK6gfraLT3@^Yv@GR*OLhtUE%|o9!nB-~#vn?MU8A zanRiY4uWnpBax6RKv!MlzAM zfM}p=(ewCD08odybbZFc)KUndy5NTT%A7YX1l2MH^-=}ZTTzf0*l{1OthoLzR1Y8G zkzQj9E%AK!5{1hSXQvv>A42nI9lnDio_PN;C&F{2?;`Vh&i(c3x9ADjPwo>Wy|3Y<~5aJ z*?)Ce@Ij0)Z-8V6_vDT{ugK;P+ET}G=L}mNm?|Q6qsgkU&7~1TSmIEtHbmzU&aO4A z0hrgO;Ff0Oh}?XWm3tctYtXFQ*G@!QBM-5+X+W>TAjb#)e-~9~xF-FT3-rPsPMZvF zsbAY+tB(Zp3AR=RV)m5xWNeodovr&r*pu;zq@a~~)W%>gJd!#)Zk}r5vts-4s13%l z|K$BX1r6_2h=d9DR|R5Xx6wh}y0oe4)zBt%zGPjI^S#mJ`?v$&gD?+~mn=6DzCXp^oYsQ3D@%-gbBjfkCmlo) z!Bnsaa}!a1Hu$1EWWJ5&;gfE-k4cdXp5jnz~79jGJ)d9E20GPjI;qjx1_>2xn}P znq)Mq7b};wZsrp9jZi@ze!(DK9R;q7Q$(j=GeA7@9w}?td9qK zU~a;927Yo>)qJemo=A{}PisUqEpfzN4&n?)cBGm!g*bcrinEU?j-@+FIfxVXn)?cI z$jZ2*c1W)|4p%#2TPsYnF2z;)aN|TU7r8cXkOw=6IuG*@&CM60k_B=})c;qPv!hND zu+C#YT%n&Q7UP%V76I6u%$CE+SH)^an^tr51iK+6_XK3$V+Y;;z7m(mjot4{F?$n7 zOxDkd-N`4?fR9Hy$?nV%TRjvuV7`*hCA0Xb3PO}X zh;mLsQ7mXGI*1aE2m6F5WaV5k5WJDaYn>Zb?;>LA%jj947KUA0Q92EimMWj;Q04P6 z4*|m4M3u>kxK!o;zt%m7Yu)i+7!C)OV5fl`wY|&D*za~QcDIOkFBQfnOXHHU+qJ|U zua_nx?yKB%bd7_K!lCB1LPunMT+&hWP?NT4b*OorML3Jw#)ac%-CZ~b`+gzZ2k=vr zaF@wPS)J!#$xM2ao_C?Z(np0THxIrjWIn%%DB;BCEkcw}B^1TtPRXi56H&tXng@j_ zWKBvk(4ej@h0R7YH5m+g&DZ=CC2roU;JQjPoQ6{(&k8k=WgtlnN+YreZ%m22V9KWq zgsjmxZrKP{A|)GcG$)w>Byif~2lO93U(blM?6^H2x;R~L#BNp#5R`3RNHIJ8LtZjuSK}tMz^XoCe&arc5k{=O0TA8-ROE- z6mnY)Q7^;EX2e=}Tz26uFby^`dX8A1=6 z{dw&L6Sz=f)4UYD7%W>Pj5cheJL@1X*+&S*?5>yKOSx1{r;kh2osjrW9TtlHHsw6tkUptq2qZGAZg7fSg(H=m5093RZIs=G3LJ+3 zMFNkxlsC%(bTms5ZbVAWq5OFkl1EYo?o1?r!Lq1Y4m0snNzwxFIr})wG@qv}}HB zj4IK)>S41PI^PKY6lNlu^VDOW#CO}@P!ZCh7jK+EtBB12P`DDjYOlaPZUOEp*2$S3 zV)S__IBT2BgZfw_;O%`tSu~#xjBWS41(%@fCv{3$eXitw*hV|`GSZl8DWs%k%XRk! z^?S47w2YHWWFIWyhSv$n(|}RcYV6wG#cj2_wO-^oF_U_4Tuglk38}|YS`V#%L^q5U zV>`CH^I5p~44W5pgn78UOSMd6moou=bRsLN8bL!?XFqE#6m&EDu-8|~A%h)u8ZoKa zbqe-;{BB1_yknh@&N$ks&X+wW4<5_W=)qNv+9IB!Rc$e1)Yj?G!ajZrq&Kwe zsL@Aex#P}|qEbuX)%CqgHl4XHvuIvwU1ssT)LF$`xdzJs>oTQ{o93b7;f#dlIjIN7 zZU8UiAUzcHa%8E1^&s$wb^tjzanR9`PNzsgOGx*2W>|);R1l$D>LG{mvXx4COG@NF z3w?6t{KC>j7o1%J2@4yW$u}PgKmnyr+)F~U#Axa4Iz$Pn8A-q0BKj^9=(9(!JOE?B zbM75NI?_T9rjlax27<;$Y>w@wu`3k8IySqrB+vbvB_SaKpF{=LoFxjs%nUP06v>aP z03rx7RL9AefHbEmh7oXBkG;^6_G^1tJ*UV+hENBGLkYgkaLQV^U6&lrrNf@n{{fBt z1U!w3*9Wo#HAFl5=fgy_k?n%` ziJ$pC9RhtA3-JS2aOE<+dKltu45geS;jl)NEiaIv6`O5sXSVF5ehc*a9kdqik%rUh ztkGv-?g7rKbzuy}&C8oabIFxs-m})qM_R%uk>TXEXKW7SQFPx#vbUmSP3AxrY}its zFW?8W9kBYhxm<*MbIUMj)u%vE*ZQ4IXM#(bl3?n zBx2{h8*}kX9*%H=GGB~i-DH* ze@{+?h+$>|ap1HARvud_)9OFP*2My)`$H zZ0ZSH`(eaxldE~3!{5wq>PkEz;5tNt{R&VX+*m>eG*VBatN_@CsB{avI4CBN6#QI- zAQTP+&yCUelKC{jhkO}H$w^4KH=Mn}k;*8yrSK6E@hC||Y%Y!{ z4dS&lGLwNWDFYYWkU0q1$A~AS_@jrac>1zQTk-4(DSqjY6yK4_KpYCOmQcVn86?s} zBE)f$5Y%@x#xQ#H@C@JLRLmfN81TW~nrXuae?){^CJ8rq_!x&M%+%I zDbI;0D;qwy{$NB8T)WT@zhYb?-{dr`vyg?K^~>xUV_69qDpX_S?DO)Ka#dNS z3UH!fO=HCDb@@}@q&_(g0$uZJsMC)a?z6ZAXzbsXhH0JbHabXM3~7 zf0L(YaiX6r|Im4SX$lx-@v%~3FpLuzWU6VU7L>9jm`&i>Fv{Ds1Y>JU#E3=BPi?~6 zvRFPipJ>Ey%#xy5Tsl)%&3KO3X=g0#1afBsK?csN<>@*Tj9KzMFvfzRd94mt=BGP2 zN@B_sS=p@4%;Q!r&mUVb#keRHmo2n~s}o5pfWbbzRw3KpU&OapKsbpv zy|Aerd2Mk~2R07Dud`e(>I|1-21j;u(gW{n-o!0KT9+sQfv5?*mbP=6&#N5PUN<={ zx7y~vsD5%{(I7%ev{uvwuys1;Rae|D&gYid%v89btZ4#wd$ZZtT6qB(6VMe$I$OJd ztU=KUENBvZqD5K;rhXtSlCA`^bwJC)UNK*q!&;=imX{`zQ)e#R2+e*GtmIK0AOUYq z?i3u^)g~m(XBx!dMhu*T4`WwHVuJCsV+t4eFh1cgr?iZh!;BuY_*`KE7k$V$pa?qD>hbj6Lb(y1d7F%kampTMjH((*7&;`9K%oea|Ju&T~ zcRnyH!DlYd*)$(kO^H-=b-|!57;7FR_gQS+_?(S!lg^pAKvK#VVXdW?%(&s3baJ&` zSkrJ^haAN@umKJOMEGkHK!h2IQh&)X51km@{{bq+wu_ozSySZxC3IRH(8}P}C>XNi zZBXiLn%rlj+N6c~URcgivO~iboO1IzaG8D+ndeO{TYC~*`Pc=s2PL?e66ckU>8;iJ zt4kIv=-)=Cg3Fbj1^AM<1u!m$ogWMMus;Wz7ufD1m=M~$IG66N^%alZl)(_#Wr;Uf zhk+t#W#cGbncHAk#i?+(X3^5fL_SpM>BE&ZJi2~M70U9FjwaNlsv9l*kwb(oxbzYx zpCiMB|4Y^WCZTqQW$t{L-qp7^%042@NEAOZQt>>ax8@lk+#L76QuU_`)w8jt=*5`s z_lv~5l#?ibbfoe{PH*jV%KxqEKU1iGEOj_+boYPQ`w}?0ifV7RuuL`rgnenkl7-16 z0c078YzZMGnS>;ez$Ena%=FCk%}n>u-IIkyL_`T*R3wNj3Mek9h)+}$pW+HGC~hbs zi%(GDp`!A9KAxY?@0?Rrr|Q*cg>-_6f)u~gbPMssHtTH#WL*A%j zB*7mR5*)Q;klj*uCKZ!qY)rx!I$+DIRBB|Ick+aTHo$^&wNE%iA>!Nj1>a~l0F0w8 z!fT&x-OM&=8I=-F*armrq7m^N0#_C$Ha;TQ2um9dKP4||WB%Ib=6$S}?m9S#$B_Zb*#5F|qwCzrd1^S}xOMq5XrDqOjatZ~zmO7HdmKayll;G;ru;Vxr(Ob# zmlIckMbtQ!W< z|3X3U%1rAMCb{Wo?6T_PGRht|T`BTjtwYOY#A2;222!^pfOc>8R5dv)h-P{z_DX`XU;mdcP4G! zp|m<~uT?x(?k)g>%bPMq^%5K}%S|bWM({hw1I+d=h7xO4-by3z6f~ftp8t)z;Y;nm!2uKy0S-F&+jxMEV;>W7&9C9VaH=~}Q_zksVjT*yf7$HZ> z=Vh8O3~0i!LnuPDm;V2;8CB2mXWDcsQS4q|H9?CzX-bo<)5b1V75KCmgkjVEa* z0`J;6?Q5k=9c=fjU}%P_TijDafR#RIVm^~tpbIqETNL3Mt>1Ld$LMWgQe7HxrjsH} z3U9;y3J$%l8frKwYAPTnZFxdHu|kF1Mu?FSP9s>#R$w4r^T9zpORWOLO`Oj452KB% z33^)ZE_}x{JUOxV7Rp=vSDM;OjHyi`^2DfL86g%L0#1>Lr7ObF#!v_M^ExffQj#TN z84H#g@TC7w%+vG`NFCP|-nN#6^VA7mk zqGSz_#|ZaL+7h0@O9|jaf`;r095=&SECi_-%XF+ImS%CDMPGvyUy17{IOvSPWmgcd zyo}edep7zxiledX9T`ZD&?InuiRR@ zXfq^^IgMY{`VZ%nZcll=J0Zfj6Qdo*hLSoV!@B@{_9f1rNC~1NC@d?6IgC?ldEEo% zhQlM!xybITro8BLt=dSzaBx&G#7mKMSP_>F!9zSll^f<*Q|?4uYl4UE!oiPX-#ilg zCME=S0DWBv0Wp;g#g{gB^(Dau@ad3Bx*J|+(iiOK^6ew2BKe&#bXSafJ^=)_9x-|rL^ThzeQK(E}7X)V1o-= z5a_2pQ!|~H%w@HIZL^AwV!_vg!m*2~XHw;z_IPd@Xg-KAZkbOSsQ10FbNPvc7Zr>_Zz%e^C3 zG7g}A8cN+~+H$q0S!>jOmDOFQEa$fUN)3}EMZ;6%4b@mUl3uuniA80gp$VHapvYDe z!(~#)R{x=)>0S-pC(ofwx<*Et9)qeh;9UbRi6JW^WUWWbvb-7%Mg%;`2Qj)~=E zI?C+WGm!6r@K_ML0Y$?4T)BWAa=7cm6NPH7Tm|DjoXTM)M=YUi!$N>S0m$E&!Hs93 z8{!GUHM}iidbX+QnPhWSS2TG38lvJlAqyZ6Ql7XP0na8TOlNBl#fr*lLgF^ zlVrp$YH1OG_B09bPXxzxjOZ*K2Xm$Xb5^LVQFz*7KSdvPr!nL=ibD9JfRku&9T!vFL13 zBDSg8nAy(geYr52K{GDFba9Lix)w5}$|2Njl`SYkNAjYi`*$Yy??kg1^%bO8$#{=C z6eM}gas()94N}iEA88XNiC~sZf}M(+TUnhl`C&>VXA}olVTslhT20cpOln$ag)YyZ zc+n^mZIvu2;n*RyB(-`p5?l!{*HM-x(UH$Q1Cv-1gIkd(>8h8a;7wMUdW7`*l$Xl1 ze~hfHI9;g4ecH*|E0A2V#wlbdb)PJHf$0%w?@tOT9) zFtPqY+KL}0ekYFU8iDB=Hzt=9aqx+y1C5`G?#U!Mah;(4UjLrch_vRiucPNS4wuSc zHz7bH1|U-u+$5;q(g<~}zhICUYYb?C5Nt4LzcRI$_X{rE)&Lj6iRiIr_y$S!`p`H_ zVg;#ZHpRFTjy0<@cdBZu{sDpa&Ia%X53|ki@Hj-_q+>eS$nkTrfzlj59~VeI<&Q+` z2U`C-Fpeaq1w#7O_yw`purpta&-7QdE||D}gb>@?gGDc&UicFb;&t`H$?<;I+M#QQ zUZZ@xr)%qoKLb$pb;Km;9{Q~~ydp$Zovo`cCaeQimUyvgh%;3wnp;hGth-=14Y+ZT zVugt^H>O8^9rcJt^~m4C%Sw+-kye_xI!jHnHb@ZdlU6$ZR$^Ld$|Qh_TR=~gpo^Yl z@H$so=}S=jCuFvu`~p-jJyE@sX+YKM$e8hFk9s*_KyU??rg|wWfT%Z^3{6@64ETh! z>(HF-nHiZGGxWK3WyXxmG~4TSdS>R#jB?4T8&+Sq1l1XW!( zY^xazLjbE4Xx||29sR+0Cqt}|zKSB}fkutqRw5V#1T-YjX`(?VM&UPL)Q=l&6vW4b zFw*2pWxUd?;PqT3cCq3Zxe02HX^$=)L__p;!||Y*taw=7XbgX&o~CnTl#%_xbH50u zCGE<~PXvrW7mbvW{cGk*lbQN*#+--L404*z<+;_W?s15jAaiR*`dWU+`90=Ba*tLK zH47eRn{If)Ehv$!j5xP|JhC#Pzu!a5-HK&MeBQ=l?sj}K#9Vk*qlp4q+A$l4Vn0s% znw<1bBltm&R&nNm;0|uphwN4@NSPiW+88|}N8hB6cr=Oc=mmFjlRjoQ>9nN$0MRzM zZtNwrCin!>6qlw{wjsyRyUU|RoPZ$sB)8~pyG1vpSsAuwo`5LlnlqID&4Wvvcp&&R zbLk$7ORIkiS8lgu26#zP-2%=>Qf7DbH zWQ#h8ts_^y;DMd5;s;-3?Eh|K?>NgJ?9nnl8VbI`Eu-`T#$vsC=foRc(H+Z-jatnV&5{?pq+;%oMS%4zx`TKI-sBLM z7LAu6etPoTXl5(>0ugrl6g zv0dj{S9{qUyb-=oJ`Df zse>PIYbghT+1gY&2vW4;$MJTET#~B~+G)G(8qB8%;%=K+L!}agDX9OMn{*OuT6%6X zYpCplnqBZ@a%`JfL$C(dNQgtzSi(YHZsm>oQJOWb65h;Fd5Qi6!5dMuC~fS9xPjpj z57|h$Pe_xbC$ghb78D^Hr@8FDzwoH{aV$giK7mhE@00kX>UHc&pZ2Kt8Ls!&T<>pm zy=3a4fuvmHE()g*46pTklKM(_W`GSv9z@rfG$JA5)1oIU5qV^$|X zv^8+Y>W@h`lHk3-@czi~C^?A%4~~cRBIio8Of1uG#=(DKRms}P|MS52cgFXBjE@q2 zq`(*MM{d-u5G@Mwf3%W9o0Sf!xQFHeo1)hz^!hlgih6xKK2fhzc8?UWMf`q) zt&{xlQDFT9e3Kd9-i(h@d!)bz!@>Z!uOB!H_@4mo00ws;gQLVB4TC$_4;&>TNC0;z zgPX$OC@o0C;12f#M+p)Vz)fXv(-<733rPVkn1QbvJv-A6-z+SafNwUIp=mJ(pJ-Z8 z#*h^FqQmYOKX8;&A_3fS4DNUaM>#}NfD2Bway|qH? zAw~sajsZi0?S69bRE4lAaS>*E!Raq~EeA_QYhnWMx;o0P7ExAkOImTp7dDNBGF*@{Kj5C6m^ zvG>%>N={!=VhfC5JpDR<~ zm@XESsS2urjuH{U$dMxAE-@5ew*!ZDpyaW%YIliYURp22Cu3=SWw}dKJX)pQC92%2 z5xZ5tdd=iliJat_+D%I9h+_eu+B0p(Y6-2t1W}eR_U6zcytZtgbA+Xu6e87H4}`k;k6u&_{|(q z$+JeinHbsMIym{KCzRSMopY5(=WxcDU^92l)mG<(KY8^hfr&D>IevGc2Y)%MOmGeJ z_Z>EWfBb6C6%*wyZB|FW9>2?jy_|g}xR%-bZkxT2DUnT)RVl`1?UneIoXIH4X565U zp37T2xU5~_u4gX4$L4Ye?BomUMUFic;jC_onP_W9=?dpi8{X^DvKz4ssSP)A%Wk$> zw)!e#Z88D~iu|r=((V~AC$3P7i~!LXo#|gO_e^wzph}%I;Dh&J=OrGFzaL8_9BF)% zPj_$Sp>dlvG{TJ_Qno@`nrOqVsj=9H4{dS>YxS!zk4=Mo4nBe0h|V;}LDOAWDq*I5 z63Y;;@5U!Od8PC>hBa*U+--So&=O2x5?*_GZrEsz>763!Hb$N2MuoRk{?DiccD4VL z)7(VeVrOWxv+FQ{PJ332KEX{5L%Z;54tLieM8@Wb@%uA4Gn3t>KIbvr@8#+Kd7kc+ z633YC;b>Cg)NNOp9O6EZILK_Q261lD*t^o)(%8$&gxlELD2?dN zc=8+)m$u(eGm__MQHDFSMl<9@XTILkX}#wLzonrf_qZ2|*! zE|^#{IosCg1cotJ+FBZy8s?B`m3g`--#|L4@q(Y!_>+g!_%ln57g=ghk{(lPoNY)A z(F9X$Y)hLXbMP7Y^O~<+Y?Bpm?Yt7n%=ZdaF3cG+3Sn_#M8z<=Kb@@D0Rz(|+Yolb zVhJWgeKC9tmL`)SrTsBv#XtFC_^$ER$_v%~;4{B+Lun=(%X5R^xm;Xd8XUpwKk!#E zKT@XuK!&yQItm-%b&uNgLZczM&BuP5kA1!$a=?R`gA$^OB;9Pt!Of!DaT)IBxc!J; zMBqZ(eC#uZi$FXOBDx!kM6D4f%RTWnAA3j_TkS#%e~ismpB%39~i6=&F`*I`x3+V$}s_&CQxa026_RCX!wMbFvV{lJ~%0q$zPYCM<0 zQN}w1TzDxQD3?dN%Y`0@+A31ry{uX8YRo=y)EZ#OZu27cX>sm|twQa2d=;f?2@b?J z)jeNFXq9;$45h4jB&_L)1PbNP6AX09){u7y zs^uPFS6~@p!b%2v4nBE-^%hj;dO+daG{I_ya$fVHobLgJQ_=)$7|PmFLUG8<3p}7` znVDrMlq}D)gPbz62dlCMkON=d1D}?eeTP31PMFjkps$=9#FKB@>YiOw$VZHTuIJA zDs@(p_j{nHWMU*l>4_vhr4H^r%;_BzItGs+SUn)#{)~NDQBqiXz~3ihVpNtgyIm7pZ0*F#rHi7g))YDa>XgW@5QRD zUUT64f(Je=zVBmvlt3&6zNq;AcRz4n_5i2F_x%ixGK?AEUS;C@8-Cn*z=JyvVi}S; z-(v1ihB1RX5%C?74pJrm4!&v_0=|cTCl9TMu~@=cg%Q@3@lkHE6!@Y;>qic74rztC zsFJ|xweJxI_fveT1+KBR57P=ILD6g9vkc|A(LwQC`))%ja_vigWq(-i*KP?O694%U zcyxBCmxKQU6I#?>#>v2T!c8B>$qL60QqD4If{}?h&pr=+rtEn1B-49|UYN#}==A5i zEEBdY`T9zJ{j-?1PUP_n%(QhoiL`Y~WzXt5b#}TL2oYyeI9Ar)MybUSR=8gTbz7uB zJQ>-}g4)jVhQK~h!)Bd=j7f$&T}Tv&=r~oU_>QRV@1`nB#L4a|$nKg%cDH^Ay+jsM znY(b3qHX*@01j~jFp3!{!W}wcWKiy{7J;NC0f~_jdJhG`Oz1}#Fe+qkp>0_7IJ4d? zhakec==?8J?46k_mvfuI%vq_73}J9l3=&S3VQ^1tZvoSAZ+m7MrQgEj@n9})oetj~ zjo%&(hq}YLp1k_O_-oEuEOiW)I;LJJ^S7hvoq76=DsY;+6?%31UzeOZbRjGI{g7u+8La1)J zd`n&p5Q1}rfHT$5fIyBd0R)?s5@bnmh8RwQ`+e0yZZHcc3BB-CD$4%bPa$>`K>h_E z*U%-*a11d|V$Ve|$_(B|HG*+Wr8Kx+b?A77OMXdM?uuavu0fV{AhV)CW(sD_Y5+*U z+YC5olhRxzo+KD|8!+V9p$?iOXdcr5&2W$Yd@*0nRr6VBFnO3%WDo7HFt|z(o_{m& zh&;yO&eTPfNFRkaFDR_f7hwSrD-SwBi(;)Us_qO^$6qUji}JDvA6d4E$*0aR=d8^P zjetWnB{GsMEz2^KDD zgoV38Dvd(#NN!Lvjwhr3p4fFyoLys94}dd;;@0&CZwHsj;a_BEFA>m|CPGu0IUV|7 z%Tggc&se%dfDGy6PteYSv5jcJEG(G6L&r>14+bH7(}K#8N^a-K+j z(rCHBGMLB?W&`V!!Fp^oX_I>xAbD}XUJ5OB%2m#g+d(JFDjGs71+bNFsjWe1J$iys zxmKku<-{&y5SPly`GWBINrXGO^%IRs4RzXDJY$98q&o%a&Lq-VCcT$YtDz!(B) zZ+FQ!h_wR5+9VLXn++!$RhxP;p*XB23bQD}cvY&@a?o5Ln07%D(+b>klMJRQO_>;G zZGs%dj6RDfI(Y#ip9Dgy)#HuYS+hQ%W{j6P_Ac?G2u1&J6U)Ltr#5tk16KVg46K2 z_!8OxX0>DM%Xcv@n_A`-j+Ftp`gv-moOx4Qw)w8`A>56ROelK?4sl@Duc!b%ws zJs#QLkHUHrq|?>HqiT*xmwG3$%Ko;My5MQ-qR|>pf{$@Wn{&ysoP0Ij*LT5trj7|` zpoGQKT4MIKvYU(q2c8d2It)KffDiS3K4`(s-mF>uh3dda_bj?~g@+)sD&?M8#L`*A z!d^E^&F!|~O*u(=Uw7Czz02`u#F@bVkpJtLn(PcVY^8%%up_DK9sTt6t<-V z6^2r6K9ms;C~SNVHZYWpDWQln%fxBF$pa2s4}yys&LwH#T#7G5;W%9E-sk~`b?V?U zhC`>9UQ31a;@k_4HZh(J-s!?a+IX6lw_)WSAOzq9Q^`#S;>{k2S%VJV&WP#I(hIS= z?18VIMPhsril%q@;d{3SK31WFEsT#2GDm~&y?*#^^1#RXbZ|4{qZ7^)_@bU~@ACt9 zs|Pq%tb^Mb936KW;9lWo&HA^DP@Oji-beg+cc%yMSfvj>&b*_uPlI>$7De251gPJe z_&ycKm+Xv(r<%bz_@&|@ZSkufi1jM=HAeh(eDXpp9N5L7X>{3e!1;y;9KFN%Cc}9k zB^-|(#)BSE^bX@&4CUL+hw>c{D0+wSU54^d^Pzmt1B%{Ve4n8_Y(aTV?Jhh<(+@rP zrgs)UV!r*@;#)l-N*kS@;0uZK>=6$*dUx?thV!$Oa6CBks0S3iyZAXnd93+Re&GS7 zi0cb23y(9DCq@ayp^ZN20Yxh;Pcalanl0Qs^jE{~AMuTsfA3ii1Cux#eIX;o`k$F1} zK3h4S8^`CV9DfFTqQT28565(AJ}dh$+smdJbpC8 zHqC(3JCxN}6%9Dc#gHdOn{v4(Z&0JxmFko*%=8w74mpU{;kAaDqUE?Pdz!a%y9WMnrEJ7Bs5X)C+M_-sLn`iqD407!>+K;0um@|jXdCvJTi&0a+EY0>)DrD z;~rvimV<13+{FAHy?SyLODD3|6HgOK#e5vSNEMk>g*y zE2)b{20hd8o-j_d!get?F>!=yn{{-FF%0ZZvRcM!X@8j_8(is-u{HedgSWt2&5`z6 zMI^&GGCg>kMxul`DuLDse!~ll*7~+^<2P?zl6uo{Gn0I~K~fH$hMS}}bYy`hE?#5Q zU&}4y!-%F~s#-lI+bvOjXPhc3pbhn1WaT9n18e1d11`y=zMPCtwDQsu&E11*&D}HR zp?(&bJ4(*dB7Z7YW|87WKHTjzsg}-@w`2D0gyPirTe0y%xvb^J8oevCoABuEh~1T8 zZ7>{@%NBY!%G*K{nRc7}np#>@O2vvBQYzxP>*>)Mj@jTwBfs`VBa7EUGgh!=tf?<+ zP1zyF!aa0Ll~;|t)p(sAkgUYk5NkCrHI5f}W+zP*jgkA$@B^NpF&g)1YA$GYX_Hyo z&yiQrb{EKYcXLXkV8t>Vuj|#oZ=Rjk5J43h+gNl6%ZeGMn+YI*&np;L2n<#@rs zB0X{U7C`n+0>au-I8N8gj<_{-;Aq)6d0&rQ)`i18b(MzFNu02}@4D4ixXt-W9L#=# z7yBjgf>q>jFI}_gc1>tnlgEeo4#Igg-*@tKat?Re2q6)qXf|fI_?8&wF}p?Scn=;V zdhnox9z+m1wLU~Z;J5xDuyh>6!2-m=Ng#IMCCZpm_#FZ8m{M3aPW})<{*WZ{J5`-L z5a0UpK$MPym?A(-NdOV>&d3xi>}c=916wCK0_M>o$E6xq{1fAP!|r+}t1Tt*pr#Qi zUOvtR=|6r%5*K*W78)?rrpy|>7wHyS`> zA5iO06IAClLY22#rlxB-zTa%nl^Z_C){CH=A)s{lL(!@vn=DL?!8A$Gu=UUw%y*2j z8rhdPgx@RYMq#s5X{o-ZzgcK3_oLiVNC@d~7;X&}c2qYFo2aic zCh9?<$96;MO%krDEj8z+X%rpfvh?hHjboo7@kd71GoAQQB? zQjb9oMbk$pXw@`25^E`>o;NW!kEnZ=Bf*2v0`(V5x3L(1bquc7yDJFUZecr<*7`?r zJ*R%ZUH7|^S>X;N#b~%Y_+~@&n_&GSH8`X&2*-ehzBoq~6CMWPTTU+xfkQ|>GiP2# z4#Ers9m`=@yNtp{vBu=URKYbdRaHx0xipj+s8)w7?dmFNTTf|d*5bt-i)ZyO&aIfY zFq4B+@U@Cii53;GY?)B^*VI<`^-$0p+%?Gcl)4K!Y2gZB zj)XfDH>Tj4!t*k5O-4N`rsLYqB!SCvw7tYU`;dcYJB-Y>n3lC!6!gTtLGyKljlrK| zW!?lwSdlW}4)ZKlU$g=v8CIO*6O*cK{b4yQhUK;C7z~yjWpoWDu2GZuBbvR+j!07R zIzi)Wb!f;d+p~SHY)e@(r?>W~Nl)Z4Nl(&A&2?$}s~(<& zmMa|9ORjLL-dkW$S$AE&;Zd*UAxHIo6WnxQL-Q>RAKt9>6a zbU>l{7ZiWs0oC%lBdFwcXFv`Aaz+8x9E^>*J~ud$k0-vsGq7xsyW z(IS>61l+{0Grgruu~g0EH$vIg%t!?iH^Q5JkPfpu*RxL4&hJLQhIc_|8E=>K)sb?s z0?T10UoMx*{2nf()lI|sOrZjirzw_azPB}#FM@RI5fo)sW6_#{Tt&nNg$UEtjCvcR ze%81hC$CgZ!6vmbdb&s2%J0Xol|CBpwTJ_*Bgf)q@+t_vhHt7dc?0yjHDe$1=xEDF zkvf`u6zfQWCp_xq6J{fP!;|=)F@TaJf%3voO>{_sr#zroo{iMRUp61ge|SLQvtA>7 z!>>|8F&!T3aOPz2guRVBYxpdN~`i;fA zCJgZ3dO%?Z1|xjKv(1O{oCg#(?it}5{){eV}x(`V_GcTL0Y|Gv?+ zM=yCG<^xe9d;@u@ra(+V(2Q+J@OM9a|M0-amO~?a1G%)02H%djcTMKs7%a9sNZ8;i zyvQ?&WbGdK_n!DcDmfbqjqnZR|C$0{^wQiee&BZV0B1SR(r_f_Sp(cF+yGctK@IHi z4deZIH_?N4Y%VmyH;@ak!Ml2kB2ML4_=Y{>_&gQlU*KF((y0wHl3NP$WRE6UuEaDP z_Qv<(O>%1LcvfgDvJPE+9}g(xSxnXddLk&~V=SOd3mmG_mpso)V5dp&gugy$2MnxSzyO<~AS78$6)so$1L8<&@?_In@J--j$xl zP)@g?yhe7V-bq>Kd+_ZHEJJd00rTxli*L0TUvDT2J)oS$P!=(i#m$GZ!~;qPLs`mD zmNg&B*&a}qGn5q!Wo7fBoZ|sS@6*p^D65(eWwi$sZAdwfp`71*D4iZqil~0l3|hlb z);1r?1s+iFe0t+uWPId^JQ{puKYUdWe0t+O!uZHPIR(Dx#(RSwxJ@45^ycv* z21icJDZs@xk8gC~b7*Vm6PL6R&}OsC8Q+`nsTMw0G@UE(g{WHX7;6uDz|nS!Z!sM5 zT{7UjYU~sit7x9uc8c#|Go$k~Vh3>UP4W6|uphpu>;O-!j@bcz=E3equ?(#Z^hCQ- zav3t&{R;8&sbT*Sabv^XM~ZOBx}i1G)0z>UN~SdYO`OYtgJsWpu#7x}h-LIdEF)hb zZQ+kW{u2l zg|wO**8#g+cb$ND=)177H8T(X3ob||AIG8hPIP{|M&1N0mSD3XMtCp?gl|b&ygiFAGfzydqYPdTi$!1~XWg#9LVhEO;4Ien)VWP@wa%8gah~;NqGIIx_x@5%;hS+k&3afc1 z?UxK^r};R8#C>REN|~|fnm@6YOqDHo&kky81^*56p8cgYkqM>s~+(U?Ap{sZ=$Nb86t|lQ{aDg5yvpj^2XCv8o1+g2XZ06dY3-hZgeL zEI189`f%==^9(3bip+rb%u6GnPf%}_CA!O+f^IgWGlvcME)FoZP6L}cY%Z5T-rN)* z$1xBs^RqC1dq?21dwwIMS!u>N7>?%&CPHM=I*>JRA(z5~ zR)P;I7C`USDm%3`g+?^d)+c+sk%`kMQgC*T0l4fKPKbH{`heSejJV;N8!h8{5T#z=E8@nfR`8@ zIcw+T`O3&31i2tZeIC9+TEQNs{;A5mjM}G+!Zltkkqq5X0MCIHFy90Bc~tm@Ndjn_ z`2)2^CPo)Jj-yaSy-{(TeB*EJvSOsCCts0!fN+AWpT8vp5k1&05h1U1&-wwkG#hq0 zBUcy{{TGgvHH)u^u#DduX}b71LRBf6p4X_uUGXZ_V7{t!?}?JK{+g)E6x$K%x<~|p z(kf+Oukmi3TdNaVt5h71>XbdkJpEVHDKCJz%(F(bP3x2g$}Y>+(J1qpiT@OhGLHhu zL!;bXwZ+mW`!)WpqfgccsP#!TKX5fRw8?^jPtJyhw8{D~v^J@yim6MktAQe|E?FOi z)+IFxQjTsp0?70(2ubjoD5^rCU zA(fO-Oa@&<>GcohDN&)k{xQ?-Tf*s`nNcJ(jELuRQ8~8p}|<&)^f) z`)gfq!tG1x_xBroA$maRfb&}{mC(#*u?)d^4xb3lf8vv;5uV2K^Y}s{oZn%o1USFP zG6d%j_(X7Cz^62D{)jIm!ub=HN`UicEJJW!#3zFDU-*;;&R_6_C>+OWGMf03;IK*? z{FUL5X|xs`*NH9lnBHOrf5WOeU@*gGQysrL@X@9+fnBUS20Ni>Aa;?>F$KPGze+V% zhJ&Y`(g>bIfjp2_OxQpfu*V^VWZ1L~PJqpZ$6zAECPQNi*y2{Sfp1Sge6&MPz{gr* zus7o)Gh+&T(Sx#m{lJmsAORffj==#8j%<$&gFDC%99c9Hz_CghWEdP7BpU`d#Sa`= zS`xsqrWqW;;K)Ro0$hLwOmkXH_rpgER_J~94td{&c!E!vkITmz*&tiB*HllOC`WLAIlJ&PJALbYw#%z zoVEBu6plkDLla&S9IZ2E84j5~Yr%1dnwWCagH?4T>Ws9JOkkJR83!33Srt>@^VJ!v zez0lln*dwuj2jp>852{$jj#y2uPGA5?L7hPfAX|9zSqokV*ijb;cVR99bz-fQ#vj@AJb)wz33#T4%hC@sYjKz}HNj z@q>QQ(ZZKBF1611VTMkIOcQ!Db;dj6*k68~@eBmP&Y|_=rd<`(aWwUFDBTroA-#pR zK9yT_&ILdok5L19k_LalaqW(&&+>NxPtszKIt&huRj-G;tBTvW1nR_K5Hb!C7D;Ev z6O}g0hll#CdE8*WuX1>|CpWdB%kg$4X!w;4CG(Y)=c6_=x}=SPPISV}j8=B-V4WpKJ77tegSKJ5W6z z)Q98x^VOxp=*nFxD@;7sqQ4=aVAV4C5I(f(s6O1GLj@RBVR3hb8Ve-|U$~`%f*D0J zM$&+vAiR284Z{fxxg|g%;>PF-KppNPE*waAqHv<>SN@uio~My2Si4nv3d5VSJ*AQi zz8cNR*CsF}Cn-@URV=%-bR4tdv}JR^xrVlG>y&H^atKC9!;l4Nl)6k!GA||=xw8U} zPZ3TaGHp5nJ2kn}XtEp@#O#wq!&2lQ;n@_Nh;5+xvxlJR5Wv#^1_dy-zMlA1ZclRs zq`3)`Ie0@2@}|hGLEa&7ckDb`3AQ%~0B=YFa5@8+9BG^uE;Lc4!@bP{UCNlIQgWOu z5S*NZ;7mp^DT2U|r_%4srXH83V>)NIy-u;<6anCrBmheoz}^CYl0mw4!~=Q#fl;_dii&JMe#7e~xoGuWY?na;|-?@xHP6UT^T&pLbl8(W7@LnV! zbFc=#8J%3LdF_DIF`BL{W`wI{v$V5j3xt&VSd#^U)-F6XuwX05gRlXGD`=)v&|L7; zv4X8B5N-+34bQ&CP#wW8i!tIrB@R5Mg0hOgRcpIvi6W?1t@&2t zBif0xSR8{)pRp{d^-)n|R9;6rag~ZAI9qVxY&QZefuh<8)a}qt@_GvXi)bgnhtY|I z(P<}|d}AU(ugi^TCz`%B7t#oVCTJ%bM+4%(Sd$ymPJnt7MM7iRiGiVUkzjDbd4VSQ zF|6r{+6h33YA5|#EHqa;c|59}{7ywUd=XM)r7XC&wITYbWar z9!McfmXmW-)!HX7!AzyqgQ(>MXeNoGSP^462)75;5TtVjq;uUXf+io;PITQhMNzDX zNq&#c<3KN={~h0&IiWRkqS8@T2|TNk@I-YKO{|`1a+NYrNgZXiK(ICmK~zW4b=ML~ zc8NG;nJ6loL^--$f_i-flCxMGLr%0lmxLjzqZpOf5lF65aRl80LAM)0Egc2wcIYTW zdLsUd=qSL4(Fump=_s0fV}fC{I*O)03PI2W9Yy14KpYq=b7MLRP;a70XiP^jFf=X_ z3{JRpl!IVpPt;KWN>oQFX|d2;9py-XV^~m5gFh22D94^4b(FJMN7XMzhqOTrLUR*cH)NG4aQID$t7f=As5YAGvFw?kPO z(KGU2L|Fkoj7~y~PFd098`tZdL?p}ES+a8y|dUCPQEApfrjh-amPB+Oag%`+8lk-#wa>@P+8r3=BI^oh8LU#9&lKZ3l=h*v(my@z;9hbiy|=mlWn8;Ije4n0g450Aq))rfFh zJPh#n1c6EJiX@2Xi3A%tE-HcP=-QG;z3jFa3}b1kms}OSSS8YGMXz&|u^y`*9n+xd z0ZvQv5eBy&pS-}yNE#dPh3GVJz}e^lM@#cf4CkV>a4zZ--6$o+Vi6#o*|WA&p$Y~Jqy zPD}BxFu1SclNUHC#lMCxBnpSGd%)3B{2L7Cn`z-Z;05PF4>($ie~aOKJ0%4=7rK|B#{lXp~SK(;WRnk|d&*;6Gs~-laID&z`3}5zo}PqP zOYqYfFP-(4$G@8bA`9o=DP?lYnTFQ-XJR)T<@_H3rX5cIhirv;D&|5JYe$zkb+qC}M?u*nYK)q96~s!|l(LUx@r(t9RXgyX{tD z?!HPUpX(XOELfK5hdhBrO0h#81jD64$|0EP%~f-ie6_7*b$e!7FIOqR%TT`133sGOQE0*(SX5$2f_j8`}zt!g?zD^ zfjor;h{Z9ShY$F3L!mk#%9g4FnD?iDI13RhFvVdpSKfrha|$P>ysQF5$SFpRA-wrs zXkjHYEmz4@)(z%!8~)M#rIiu9(RcdovJCx!9X4 z_d-I)^###okQOU5T!L<_sH{oUS&*!yoT&`wdh(h6a-o-7ezAXMF`oE z?^B~P%gvt}Z+>tt{2IM(k4eBI--Nprv!dQgWWa{sp!AkGWQO=X17nh!w{+h8N(Nh8 zf^3#z5OZtWS`eM8QH+zpLZymq8O#^^VOTM}*31SNTWU<^%R?{*aa=)yv2tM}zOiCq z$GlDEI8|7BRenwEC8LvCdVyBC&^>}9wZi;9UhsQa9e(?`dGrq_x_O8qiEbVwfk-E& zCz7c2B*l>{0qg?o>IAC>2`Q?Vo~T|DSB9kCCW<1WsAf!6Iz-=Tb!+Cl$g%m^*bSDd z;7Am`!lSoHc2RH96ZIBJF{8I$4w+P+1^Y*3DEJiMI+R6$7Gca9KgL|(!5ETi#29)a z#*ln78S@$uQ1zLgaWWsZ0VT8znHCh{UGOp}TH^;PqFVnj{a3EbS0WVBw&*EI+Y;&( zcDbQ<(d!p$2SWBMJ_{<3tYX0u{zfe2!7`+;yVhTWzw^=vf0hDH=1(XAS1($Lb-MyAT zs>8zK+@^eaS-#u@K@7{KqD>k>}36zPhQslAFlef zAbp1G|25YyBfv_1rA^o0c1EeZ0XFt>u>BU_Ka^Wo4|og>AI~#Nv8&w!j!JxDwK4b|7lF=27{8EEROW`_16KfuG2yM=P>ab4dTt~ zIvtV!c&2o-K}j~#k$b)g&7?J#)Yg-k`1=gvBp*)2pPE37Br_44&%|!Ei7jY^n7Z_? zvUfg*lHo=CcnLrLjvw3S;A0GajKz0ZYC3R%R)b zk8W<3$G$ly_RZ?pH=X!Rum(QOEm4-f?F4aRe%npo_E=?6mFx)mtZz?-R&)df`K{a% z4Z@!Z9lzNYz@}mTqVdRAo9cTwat;eABZ&C8>>Ao<{H{ zCgp5W&p@tN%nz!q&c!L|;Mfp!E@e70PIR4w!WG-hi&gKl~dVArt zNHyn*lyqSoTqNi1co1&vhwj>FwV2 zOlu#PZm;)uH>4zSBbKKbbQ60A6C@rZXvW({V0~F2HnY&ocopTT(xHaa*~_G zKCXxbpTMU&9MpRBCz;^gieT_Tz2+%BnmBL@t|EHh65NAt)Ylwh3y7wCFH`VY4#5$;1PvH~oxIXS^R=g2UL-}Y!o7Aj7Adtua zOy8_ObF*ILX5HmzR=l^iTC=uCpO;ZKOWVB0U~SY}ck5<}6>*msp(UVXMw6UK4N$4j zbWn4i!yu&(YQ|x$I8efU!3(8Y0QV4ZN$G{B66%7Gp$W`~1n3?Oh-Za9r%|$J64VzR zK6~*ua(wSozaa#=(*ar=z7Al}V;2*|73d}+aefJLN}I|-P>}65wjoVRH@%n0V9nIr z&pMhLYurGKXsf5OBsO97S~6WVDVU)kgoj7hd!wms7vc#rt;j-O0@FnbHGL)%Yhz-T z5@-@DW-s!mqPeOC`W!_ixL0#kjTl>?Ct6`*T+}4r0s~oyy%U(^7YvfPOpT`gtGWKU zT>lr1`sEsR4HOdtLmFC7#nKTW;Wu~lb*I66td-{O*i%QUB}k?Q`es>9g9j0ooCXV^ zV5(_w7Pszx-8!E2TX7n!P)!O}DhT0W(P>~bwT;}vz_|`Gg~_f>F$-2Pt<_A+Qr}Ek z%--~rI+@ZMA4*^$1K^aRjzE~_X7U)5c>b?00kll;0tvUziE9oPR&qyAcRu7sui z<{TTieC%vU4+OoW zUBZ=KiceAB+aP%^6UBoC#lw>rIuiT}On44{>Lur`3QuS)IVL~rEjiL?{0tflYaTi1 ziLhDG3$E7fuQL&-y+?}nPEBktH&wG318X<%A$Q(*>PIveyNAF}i{2yw{*p zcVZBAnIq=-#8%oy-4_fyE$M5ex(n58}fNvD^J>yMsibhTWr9>Ezc2mI|&oCmy* z)^-QC|JzzHyd2AwUPA6t5W=a^*S+~VDNK%l49c*@XTU^*P`03G3vu3XiP- z$0dr#YB>|g`K*@DE2_coG#Bd3^CqsAFEZ)>GDtUnwS0-`{I5Z$?z|t}YIy?iK4Ox& zwC-y8_!=oI!d*M^8>Ron9IogbQ3Qf`3UMsFz0Vvh-I)F!-4v(d7`PEwEww zPh3Q5?o71H(*H5Rf8diGZ#XxD?J?^-P7s&N(kfHR>6U1hrJe9?GPwO*w}e%4TSSvr6zJ+)ORX_uu8 zQ~HmsLP@(U9l?~IHYmx-(x}T){jSq4ORY@&*9P(Cb)9xun!}WSYfzHSY}93`ely45 z{3osU1SbBRL7e16JN{H(arPRdIMoEPH!!j1ZDOZ1Ld@RXcA;bl@M9Q1s`#-HKQ6(K zH{-`!@gu~Kcfm(waeo2@q-B@TM;G%DAZ>+rUY@VO{SLXb?-gCz)o)VJE`Yb>!hR-J zPH|U05cF#U1#b*V?{}X`RiqEG0tHS~1eo zldnj>3q@#!H=%Qw(78-#KNrK=&d3!8qsqf-Zz|_Al}@H&nW$uQ@TT)1+)s{DTAM&g zFMoO=&nim6?~S1>CvDQ=vIJ&C7za56T!`7u2@KUDWg-6vPD5+LXwhAS^ zkYB}={<>8t>4p3nru33QNlunV7xMZH)eHF+CjK{rc=NhWFXT5erN0}LWHTFG$m=&# zFXXo|@qZY^Nj`i4fAU($>l4!p`G=X<_Gd%g!sH^n9X{F!F?%8Z7)plE;KzOV@n!t@ z8h$*09}nTj5Afrs`0*HgL>BV-2*HvoypV@uRu+cvu$9!Gr?3Lr#Z1J87*aJn^wi8? zp?{z{b3-2gld0lsnI2fZDs3$p_}8)}ww!C}#m6||1fplB^4ihjTjE|Xc6hG0>Tll> zTs%oN87pWNb3^FQN;-tK+(ruE=m_VxLyVI4E)4iF4P0T{A)d$duJ+745%>h-o>T{N zRftb9T*(Bb?hI9)sg~#uxC>YS1)&XiL5rT3{t=Gp$qk}kuZdZHRU5M`U}DA?8`C7- z#TajckXEXtvJ7SdQDeHH(;%n@y-o2uC=d-aL}3;wV0`qZa14$C3%C5LHf~vfaGxf4 zO}P68OF81S6M3~%%?;9+8!hOaA#zK(s!)#;13-O8uq~(FXbHl7i8pSl*oAvxABC5} z5d`s0ilu6%JW|B)IjtE{c?Sem>B8Tr|9T-ZPoR@)CC{tI7!yy5 zW)z~P@qYCfaGPF%T!XkQYRLCWm^l2q+FIhx!A{Nhwr0xtetatH=8AAfSP_V}{Eh5Tl}1enqU`&0xKl+RN|-;unri9C`qVxf$o zw@e}03L}zb6O}?9L&_BqItvA@_W)~rda~g!i1$UlVTDI8GyBS0Z3SI!J88Uj8!sIXvLk< znwdh27(5`?r{K`8Oo0$*nRWS1l~GJp?T-+)h?xp26U<#2FXIhHN^yCOEiTUjak&^? z83l9u%B3Njxmrq+a+2**f|8g7l5(D^Z% z%M%iXujzgGn))E}0`&*}LL-1=0^)#(HShsJB0MLBcSlB4-a{P+Q|v1oj)irhoa@hL zfy+|yJ)%b`zLRth^R8dJ{;F+u%-txQD4dM5y_a>F&2Xk zv|qGeERxv>_o=;GaRtX43p@t14z^CJIl*z z9|3bio+0V*MJQyKFI|#>pn(`2uv9L<0$eH@F{aGegTTIa9?lDLBb7=4V)6}_OK6!x zbpy2BN~sKS2XUBT-4H%8U#U)S(J`yq?Es1#N~s+bt!lnMUv7boO}<>61_A4)>Apij zH$5|Vu8ECq!*tGG3qcJ_BUK0;2(=HlQD8=-PAEDB1|wz@gwPt;RDprgR;+>u(|)fI zzvZH}Fzjgr>?i!Hj!riMCPHM#Y+q?8JCxg)tyHDr5uC}RV6x9B2zNZcpoXz<3=cO& zVk1KBg`trlRI%(>h`FAgatXQvr##06G@>Aqyy%1Nk|@$sDnqXgqr*M~kkl^>mU<|* zA_wt1R`BDjbo>}s8U}F$qoJIwmgJ0I!OYkv&Wvyjy%C+J;m#QA5&ZMT7-wI3>Zm0G z*m*v{^yYiQX%MLg$M1s0xfSykN@y1_w8IdZu?ts%p_8aBIcodZmYcW1;V!F1)KIDX z>>VZ5#=p{@$2#w=RTfnwY4(;`oY#nUuQ7MJS}18WI|DtKgc8i;I05>RuvmW5HHyZe ztQAn!x}mTt9%x&{K33gX2<8LvUbAws-!DEe;(n$=#c9aPbq7pqSJ z`M7cbwkBj)L6seYVfKxHI<;UKjS-ZR6lb+9vk>&u+&Ykzq>B}bAbM!R8Nvj@lfo>6 zK&+q_${Ditk*n>cK4%Oiw>P>GnIgCIdby~a1GAjD#A zZ9!c{EO5}EVtzyB3|Kkv3Z#g=3TlNEomnv)Zmc~c1G<{;7_HQ&V#~b0HAD>FN{iC8 z=mAc>^6@bn2#|?M&~Zo!KnGg{Y_&s}xmxRjioFvDwoU+B=blVFuW3FAV77pf%bVm< zeF4K|<3I)lkijG%W#*9GW#-%y+^OGXk@9gsLjurH0w7@>lZMrBFRRy3JC-+G!YOt8 zN|ub{C<+|K1RNCFPxR2f76?{)WFJ{!xN4VJAcJI1Z>H z09BFzO~gt-dCvE4GI81RCRU2z)t5K1cj73k0%bJ`0@(*5H=$y9c+7(s4{11*VM& zn1TXEU8SRrJ*>ICWW{_b11w)hSGhQVO#;BC1OVa0;aqhf+cS{wSx4d8C2Q<~9xLTB z&|~k!QC=)iUYvw-9MuK8BJizIrxgcSjEEK?eADa7iRcS)aF+;hmn4DPtsB(!Eb3=9 z#+C8A$G9>|$1z`sfB96iK9U6XR*sHK&Y%ME_I3}2XhtfT?-1bLkpylW zbR-^Gn3C1*&1eyi-i*FrLfn3~#P?2t@105b#w#V??9>A-hFE0?p>zXHBVpm^EVEMG4wLHK6^8pe@;B`v$NX=Qg%YByxarh@1A3 zy|x#`4`_(^)yQ#LiubhGU>tcIYLKpR*Y$mQJV$6$v1BBW6X^njNvQ; z!A;DV%WTHHhLUg8W`4Tl8y|3V!3{7}t%PfLcyz&~9A@rA+y#^^K}je_Zn}?p)XV1Y zfO030gu2}7+SSkOxZQT`%P_|armw2BXJ%w(fT{;+1w{C~88g)BGaf7pr?csqnKLts zrPIWEI>-a}fT4V`f_a$mC`{xf5blELGD!chW))LjSBu_1tr^^Kf^)$jRlO2|&SNc5 zxUgQP+!`s8(YVrc3k&&$FHfX>m$ zJ0`at-0ySUgWyjCG^Kwdzl(rD_13}vHEJ-#OVkSVLd*`pZAb4V`6?Lg!CpU0oEVY; zyDc*x)L!N8X_I5bH_b6UeC*y9 z`RS-QCHk5LyxTBPfa8l8=a9T)YrK<}Q&%C#?mW056o9uFO0^%(O}aN_+H+NK^6Zjt zi)0Sq&t`GE=^V*qAj~`rSa4|>q_b|#N*vxL$n{sj!5KwI%m8#PZEeWze0#g{!ozfc zZEyzOJ59BO%FO25uhge&yWp&(M(QEC`sR$6q0eRNhq*kr(7%r;3C_*M!J)sS zU*vby0W4V>?43KiZBDCjse?z@sA^R)_?$z0-Vzs|pZ5@Rx3c)W4WCHNeF5Jy6tVEE zd60|-&cl>wf}zzjI6{ZeG{{;r1BG5lh6rPmPWD-XwX~yTQ0&KPUx$;XE3i^n9Id*~ zqg7UN7HZWO?N%)~Hzs_e2kbDD$nBRp7lu=$F?vRhzDfV?(Ig#Cm9oB2lfGm(>9j#O z#mtp6efb=CYU0$*S2yG#bEaBSqHO>llAeLKVi7Y&j11;+QA+9{Gh!5be3J^*~h=d6DD!^^1v?0Ug*Pu+#UR;`?@vi z!r66IO>4%WraF2_`3(>3I+ix2P9p5zw6S-b8dr}qsQtpIfWYMa128aXfOtvHv@LV& zNgnWMnT~Sy6<(|6FHZ_+B zUktr6sl6a&A`Rw!9_mtt_>p)v6u_4VyuhWhNFs6+?XEN3@a|oJp;%3|@;f*LEsK$3 zq(0;^Qgw)9O6x^)kkWb?BQ;#MP=p{x|5I@+EVjRv4g*e-r7|g-Fz!~v)&%x`BgF#T zQyGGB19C;?FvdGSb=7pRzZy#P_x)P?1CQ1kvA1|$Qid_JwKK$(2_;u@pn8E{Ll5d{ zYBZ?9m#Q5%<$HQ%q|I@VIyU@F;)aM5iQDk zN?Sr=n^^ zFp3tn%X8Rgf8rq)#Vgpw^1ytiAnb6AY^VtrNoL`y`cG1lv6kZ`hgLJ7zc zP9Jp`6H1{-_$Y;W74*@D3!|;1&}QidEcn$Ju>a%-n^LAFz}B%%D6b;H zro4(NV8__{S3i6&d33uDe6ly*r6zoobTI|KsE+nGKX8;~E`fPERtn{5Byg0cv0-rk z@B>HL?-Ic2@G4W7bClY#VQ@RP~z<4d@wAjrLA0-S- zz^8+@P{K&UM+qZS;EN8s@qXYakzoQj9p{B|OcJ=8(~3fj0%J07Pd|K=V=)2W7+jdh z!Q*5edGE9Eg$J#K9XnoaRU4K0aJw7sv)~Qy=&s8l$fK;?#}7JYhD=&zXiX*Pl+=<~ zd#eroV1!O$dGy#1h+`K!t#CRr1TM>>7J!GBmEn9(p%0E)m1=;*A$f9?S(~G)9;sZ9 zp-`!_{2t`N7=3h2xiX0{w_A)^J$Gl{qibjyoSM-^O<@x{8VnQVa&8lGR9I3Xh7I%3 zBoqBdN6F%}j`pJBnA|=|#2o|dh4Xr&fYw8@N6oW1islvb-^@%G7zQv=bXPlFhL34! zjyJkxZfST0+{tX6Df$9pLz@HSe$?=AA0zPL84B`676Az6l}#8Lb(k|h2dB2;MLep_ zi(_usRpLckJnXKHz=dVU?n)(ztOrPyNsmarnGO=?ldOk{3#A98UQLHeYmb=999<9>u5|qc8T6Kcm zs$apfuht@7{>9W#hsDJ;kV6oh-=Hs#!82m8j}|a80T@Z-2}eymfewwtne)1?nc!?f z6^S$2*t><;$uX5)BeaRmb!#(oGo30CG&rYFD85#>dEHwbfRo{fABU;k)EUyA&M7B) zaN9~{P26s`x&0i9Bvd41Gemq0T$NftV&uz1a7Y4o)vZGWQ@KEn8lF=Fa9$oM4)Tg? z>TPX7KdLS|=gOSAY+VaKJ$7HrZ30c4Q&=EuQxIMB#Y^*TfmJ% z@m-24S}irpqb!8(F*$DPZ#@uf1>-r@(&1kDy_5D#+aXcsdUVV=+%cE)2J{Vf$BZ*N zMlBtwdq%zpvF)~XO>nYD*I3EpY0jKtcg+N&Yj`bB-8bsZZJmSmm{UDEr<3Q+W}Y{v zS)CL9M5t6k+`I%h<9(K?hetJ(1{Mzd0|N)TPm2UqxM4D)5&lhVwm|7b&oM~nQ5Bmc zP_19tLK{`;q+t=f54*7qR=*B5e>*hFMIJ*#d&=L+Lu0WuG{TJ_QotKhMM!KBb`u`U zV)FvAL;Hj=c{-Y3Yn4&vW^YusnvIKtC!iW zemvG{F!6fbngXY7m~42ypxjZR*?BlP;K_MR@61`p_Rb^|36wrfo-NcWo-213fY%T( zzo=ennWv=$-o3*3+wENyxSg-9TzI`HV#o02bMT4y2y^&(obAEuPcpCXW?p|VcF+WO zBv<5xGj%t*@+$XM7(g(qAceho-48`uIM9#|6uoR`%M%{^L%9~RZZi*x6|IRUhX&UKhTCzdPl2CR~ik)e$*E5j&o z4vzzH^v+W239+&6kue$Cch?|9#NUYV`nC`2vSc38UUY_os=jr|-Yr2Og zM%|pLjY2l!Y>HSQBg{{1XVj12JilgjdNfPls`xTD>mydPR=Qm!tMaKN6*B)GS;DVZQ5HENv=Y<{-*1?^z9*HVeP@r)dqEgG0`lv((ePmARhVD|3 zBoghgTX0Og1tgGS^EIb+6Q@f-)Rr;Ww1!gpw*BV0C!6IzyX7X z_l`i=aM-<6!2JSNVIf1skfTFUu_%kvQ2H9=_exwj;gZG(Tt5KG$_qGY#qmRi78HS9 zLh;Uw{=k7E;8Jxf%ef*1&93C(0ISh@jXKN|jmSkRa10>^i1kRX2WYc0wh!pTAtON; z0}nMukWo5!`>}{NF^d?1gZtntTsiWuNz2v;x?}wv6NQtM* zx1AyVe~9P8*U0!)&F?N#l;O^dmgo&7b;gPJ-1ziToFI}uNQa16R!oyNYvyY;JZa8{ zkTVM|$BMpIH|Nz~q8It}TOX5)lk~_6U-FX`7kbEwCs|fJ#j@h#wyZeckQHLa8=5g~ z6zdC&4R9tVwRl6+{A&t~(a(3mLeiugn|a#=#>*ryjJYxzsbLP8Rw;$3`;~i*pVYX_ zPikE5AvONYQsYII8h6=J<7`7}Nd3VO8&YD(i?}guf+X+1ys$9Vi^itRpVoi_8M_0 zfPVSP5i!9}KKhcHQ-0p{wXf#?)VwF=2e+*aOy^^0aeiL&iUG_Umj8oneTiS&&zy z0J)H5nxja%zlg=-{qYsr6-MAT4;~!AJh+{C@FmTIX@TRcp7p*^->rC zIML8o;H}Gm#FdH63D7e73jGl#e9XZFhsVSxJitz8Cd^>4cj0@+t%iDFJ)Pq}=>cUX zLuq3ucaIW^qYFRf0Y#q+&0#3_rtHF)VgEBoIQcm4a~}9OmvL|c@kIN(7|AeSw@BPU%LMdOv_~s!P3&cqd=+VCZ~gBMIxTVrdfA4{C-w1=Tk^>eYhk zEbgfLb-hgxRNp}q){u7ys)szlu3#ptWU$}E_nIrHzV88L6+>CgP#$hRlplCN>0~Ht z7|IVv3B@5Zf8+s0%gii8`D)716qA`hMZ(qqa^QQ^1D}?eeT?txDe*;R=3{=~9`^vJ zW#&2t_e~4jt4wD8(!m|a-2asaceIjHVeUMQ@70?7RxAonCFKPVC|XH*D?|C?=%9G6 zBws@+bykw?yW#f)hk#oVGp!^$U};)O9?`?hxsr_Ws8_EfcQ9AJt?O;VN-`EvSc1SY zn#Oy8)#Cdu20H=Yt2LS|{oHdjP4s}G#rLNe%I>3t;t-FMJfLXteGfzVZptoy9POp8BFt}EH zua>lGZ0$S21Bzbzo@FQ}jt+|F+P5Q8sk8Q-<$?b3HEI+t!qT+%E!OC#1&$6{>QV30 zT<?ThBU&codm<&i=z>%B z16TC`r=w*az~G)56}a_&;5K@I)6p_B4DLTh1@0n0aF=+1)6p`IU~o^T1Q&~z`6fSn zZ}z~aqh+=-zF()r7aewQ@dNi(4{$nK<{Sq1+mzq}J6h(|e)vKUd^%d@35@SK3tuy% zWxm4?`nx=!(*i;I_Zt}c^EUKmM$3G69J^5T!m}1&w4g!{91(KVOz@PM2j8uSD+A@y z5E$^`#sIm3c;L7s`^A#}R*E?4v%li@pQAcOo;=#Fj$S>mD^;nv8yZ7Le zP`;fy-EzaJMh&+o$+Q5ILjE$*$n5Fv~X5TpZCLep9emzGrp1Wy_gbTbn*UoKX706 z0H<}vD;V5gMg{IGe&D|50Z!|TS24K1jtbm2{J=fn0Z!|T*D$!3Qi6-=jNkFY_mBrZ ztut<6e1A)cFFNeL?+5M&9^kajcq4=RdrELIo$)7r_@Oj>x?%bh&npslOCLV3d@krNKd3QPSl)pp0Pdc zQLjE@dj?BWy*ui96Lm(k6-8&_Z?GO~(RUa@pY;IucDUjr8vPuD`%io_tkmJ6c?C+A zgAq^Yvfxl|xRMD<-IQPe+zdVEWOaH{Od&g)jiXt=^Jv!Z zu?+R)AGldB#F|A{NU1>;xZsRI!@=(e_BW6s0dI?9_@@d5e5Qz@&|bS~+CR3AV-n5C zKOyl%o&V2RD&Z*jMJz*2`!9T=;q(`LGJEVyXVa>sDma2-5R&9p^$nJC$=wzF6)7jS z>wmCRLc3nVGSsgB#V2al-|)$7*PET~5}ss^c0ni=>{1-5us6jt?&XnU5n>y+N}piL z_>RBP0KoW2m1;f*nbxC2nEKh1BY#KCQI0q^4F89v5;(FQ-_iRAb7YJqI988=cxfxh zlP$dgK(e;enr>Lzcj|#2u!N|iqjtt(2_3Zy zmZ71$D?ZWC-Novt@Ne@m^heD;D)yA~5H86nf>cZ+7`!~lWj8g}L-}HFz5e;9_sw{} zzM1IJH@kD+Oya)T&F-5^L;xJ*DGqxS{xF;&5TFPqRVdr50>og_vXn}pP=zF&BDgdT zWbcuiFmR(w|6YEa+1rCN+A(7v=FC`|Grxp{bR}@p^=FM>8gmB%%7awMLCyfBLI7j5 zTsReSbP%gaFktj;9GWQvf(-ZswRZtXNB{zE_thN8@yrwySd}TQnJKi8!vl8I6pFz$ z1!G06%WtYAiH#`t_xI!efgaq~o+k$}_s3h@Uwsw`_r;~0h-l_FGHv#gY1U%Dmg!yC zEm??}Xs{9Fx~=aqPwNZ=VzQtPa{;wL-OIZ6Z0A(!mZ=bSO$F;h2%S^uefXNHh`c~O zhQH7lA>o8LC}Ig_m617o+wU6rc>ToS`mFwm*I^J84$5f_89y_=w? z3O$(QV>qj)FNP{8=Z5IsPvmmTF>!VUj@G@-qjkq|>*$GEx2M&*)knbOIK4DD2#Gv1 z#Vm{l2+~8zsFyEYg0Thz_@PwBTtIN=Nn>tni8M!qUqgw%AU9H}6d=$%1U7)kNfp$N zU{e4|$19m>DuiG$3-=JJ(_3_X5Yh{iZDrK$-xkKw4(cT3foj3vo8{^>yn&{P7hyX^ z_t11*oF4|RUy1AFQ2VgRd)&)mu*i6WtHSJ< z5Kj!^S0)bw14?8>%=a4+3p_@|nLHxsiAKa^Yea;bWH>CbksHcwEDS-;JG@5Hi@`s8 z^Xm&DHwL69hYU%g7;zticZ!>EkkO_9dK#=0aDLS*ibMna>K6t}m?@=HR8!vJ1SeU% zdxXX37ozz_m-+E&xd)$CFrVm&__UA3r$o6hzBCLn7Xlao!+P?OF70$cb=;0w>jCuw zhDuKa^)L<9c}AD>sJENz?ZGFiw-=v`jbuF*;C|i143YPM(#KHx8Op#Yp*Z#^1rI3N z3KcMv{WQ193bpza5UF&TOC00EegkyiOy3A7X$zJu&aIfYkb}6kWfp=~m|F+pl{7pN zDF@eOW2nnhV3&$3M`G0{v0_NFMaNo^j;x5%Xh#i3H(a1#hBG-;h6$>9nse8KY$ zbc>ZhXA1o?MQ#)!QxJrx0>tzZg+~WvKA$VoyIjd&sWgoFe}^E9m)LAUB525D1@TKs zKP6Nv7Iw_rloMr;4-u$EoqF*f!>uTWAZF6Oau2|hJ<#$4(F7n;6Q?4CR*QLwTPEl=m}~TN%o2&4+Tk2b2#mln*kLJDLyWLmp5*%uqhUP(Ipx zD0g~5DXdhJ`C|;_Q$h*;9bbqZ896k$FJY;KlZY>485%G5;}h+DzJgCFG`Zlb z_(CF_uVJYKIA6yy1m_$0L~y=|Pif#hfG;G%c@Rq_!1)%IAvoX0CxY`Gd`bi7yZAyP zoQJSf0-Wz*8G`eDd?Gjx<5LHGnx6gp4i zg&>`X1?w|-Du&Lpc!ufx5s2vwu@137)L^M)cftXJgTawGS)137)}@s1+5Q;Fn4JN17K^AkJubH~$;hVW1G z&6Y;rZ)vRb*kZo{>X!!^Lhr>I=JuimJ|_OGr63*p?&Rb2<;WFlmanO3?N{%uOaCJ1 ztxtcw8|Xm~hxqw{ZOP82bT#id(MBrw5zCtCkpXy)(T0SGgXp;`R2utXX2)p^Se(i& zr1%2z^%MNp^IMsTSF5LFf^5sv05K!zW7_)OuHp~(c->0Q%|2IeYc-c-#0)o|Mejp# z)DOvYIkkQwwaO6fkq`*lqT+Lg2P0u5m)|kKcq$y!&rIg%z@eHC_mm9gJ_N6^wEjX` zf7x4aOG&NLInW|mE{hzhL=G(|5{G+1iNln{0Yc({Xo>r(OzN%5oqUPjCeRtW^!ZdD zCeYuCdT(d?wZ6V<&5AYtH{e?D?MmO{+f+ci8wu%~7RsNu0=|D581P|6h zm0~m~g3;&@qp|qL8%Lie&pr6tJ>|E8r&mk=6h$-0uL#;)C7No=I}iMIv2Bb!D`+7< zs3p~fW8BGfHRlkrX^<8DV!xt$TZZ}P`{9haVNF1(`Hi@tAuaiX;G4gUB*=q(vH5yD z9jMpB9%s3@5R_EL6sU-uW%V=WOrkR}GQtuTJ#;QdKEkkNEP{2VyHf46natmSNM%_H zVZ)^NFh2f9SjBdj3eizNMIxgMMo8Kg4?kgC$E$@RCloI8?vz&sb&VL^Li@+v3r8=> z<`(g$>*&s0<7lquqeV|s-LY(qH;^9oHo=GJxHe^7+mCg}O>Vf8;tIuxCpU~_kL6V# zW_N_%@hG~ONfY;DoGv3ycRAiGWe&&vTW}5+al~_?10AdPV>;aX`PqzE=B#i?cQp!t zv&r2cr+Z4N+2pP;n9T?}r#jHFx=5yTTB&rnpA6E8n4F&OK*#DonGW}#PL)6&Q*45U zMF+dopVyU_2hIS`0*87kg5vY&)ecmxj+Lo$$7)c`e>#~?V!2nKzNOoaw@TJU=t8)A zpd)e^^(d3a&W==Lx;ae-Mff_=lx5Sw)KYXViEe3a*Gwl(2;b&g5=wK);Mer7G(41V z`+XR7L#bRYn^Q7z7=*Y|Y*p&ZuOz!BGI1nthTtka#f#kdkz#W&DB+_dyj{fAp*&I^ zjx1Fse42GIWu+rqDV_frD76d1r4~O|jEBxj8oy}%#e=0W=y+H6MESj*C~qpJX_-_Pk7{xX@N014i72Dksq%(&n9BA) z^8H8s_w(BZ)34SK8q?)^F%-+m?G9q{r)MmBs=SDR!_$6JYSyjApRPTunT?P}}WbNJhH zt#8-xw-;F7VkTbiT`a$q)4$8;pCV7gMV^i~Dp2(FPpvo9Z2f}u)}aM2{pVeY`&i4ynv^P|DKK{aW%bBzb!b@4%!~GIZb9GxTB;D-Z8))e|a?2x1`Y=N}x9~@m zs9S`nJ9;9@@WrM??PQDky%Ke&5Or6qsL&Eu4;arNHSXdVamPL#BISVbNBUi=^EoB> zZWcT}yIyF-&LulDSsMTpL|Ewcz)Z;P;i_;e`eJVHl<44}8h8OS(@;y)Rm-u9Vsj z!biSTZ-h}(jnQs9NE%6J1>jD&U0zEBDOMj@tVUo?! zZrS%XA*$Z_1EE(Qg6D1NuN&8FK zMp4?$pd_c3Tr>-%{3c8ObjojFSIW%0<1Gmfy-1WE=fc%o!gLL!`HEOraPj2YObZSB@P>kY_*gz(=jz#O%jf zD(3Jw4;6yN=VC(edGv%p3)D-+E+vp|pWuwo5*S_^F1BR;Tgd!(oXn+okE{7IB{Mpc zjdapLvDN(*;qgI%)BCS0bWMN7=B;&zq_c?{Bt$M(B6o<)CRwAWDQ>%*XPsn8+(JsE zzcCU~Lxsc@N@8>-{kT|C@1$DKx5SQ>V(D*;SiNe#K#AQhQmuNKe32z>A1RIg#z?yaZ*qgY zR7s1@q!AI<*X`xLSnmoT9v1hLqUmpp=$q8E{YoV|I-`1H=xQbL8YS@{DUtrhNJRH7 zGJBnpI4n}N*v}UM=4E-_;0qS3uIclnQ2HAq^d`K?8opTxjb807Om;Q4Hpp!#Dfbp% zu6HXCtGGeRroWN0^*ZDGO7`u(Y_Cp_#Qr*i^>P5lHVlk%?S7|{*Cyp%UBbAgIoz!{ z{6ujWZ*bsg)lZeMYo)N;dL&Hm`}|x9n_vi&6UxxO&jU*S?Na{ldL;i>NQVpiVI_Z( zmanEhkI=8diOyr8ZypbQ^ZU>@PlvwIQz$t-d7d5-_2x;LwGFIE;}-Np#In(trRdUp z8L4pwUjgEk>y(HLhO_eqJs-?+A7$__Ai@n}fSeWA^df_QRT<<6?VQ1>5g81Z;8&Kx zbzxn?8T^*aU~4Zjs5d7$tTbnEn$Dm&ei)!cdQv3q+!bGGtRkBZVHP88JIagMcBolN zLF$5a?G6+W)>vlwB$@PtFUdeO$mb(}6A*BM!y`{w%Vtm77?8^^L0 zbTe~gFvRj=b`C(+L+z-Hv!Y1X6%$(jP6bIkIoIAa29&O019$ydce_GoFUfN4l| zViK81(LMPwiEJ)WRRh{&I+0z%u7oV=RrFLX8#@TwE-C^#7au9a*!iqNYT{{XYh8&7 zA=Q7{e%w$ctSR`I3}l4U5O(QBUJ%G+L}Uebhv`>1jY=&|HPXFbThl0FUt@gUr8TCj zk6qfy9PHotaW;1wO}bmsnx^~BoK;hE5HHiWMJE!oQb+?N7pBO!Nt$$vC1(qnn=D+G zs73V4+66v4&MUd}vb5dj8c8H36OX18dD0;lc;r7r5a4^+T%#)!ov55acB~9yS4J^H zN!=-m5Gu-qJ!DjqUyY^;KPUXG9fo7Q-;@fOnQ{9;Ano3~{L~u;NhUR7TU-h(aV^}_2PX7#=EPJmybaQ%_ z9*Lv@oQK8xlR^1z5@ zU(n0cO1Whd926pQ^}0i@^i~d^`g5+{uyZx#@KEO)^sqrKi9IfI;Zk*~#Tl?)mvoEl zeU{#I$dXiXP9?j#sUlHZ?pl%}<5ho13Fd+P(loYKXEN2( zvrXM?sY7UtiYp*tfDl_qe{#r?WthM@dfU#?rKOAvWo5C%IvynAjtTm5LI-m z^!uhNzvG}K%W{IX^sc3)xo^W^Mvq4V^s!0RLve4EsBKSnwbm|}H>-hqp;--MD-%bz zHD$ZV(r;EnhMZcn}dj4qi=?%xH>uQ!ClOcxb`EmTJNPuAjiHSu?48sx&vy0Xt z7#dTB;`OaBdz<$hYTZh;7saMBTn_lvp zi$y zCxo`65>)f7GRz3kokaHwbz>^=0N&*Zw(Mjw3#~8yr$C?1uZZSX*`4 zkL&Qz2Dtv~)E$N% zm$!&D}ET54eOF+Zcl5XD4jF6;sBRfh_Z51KASzxrP|q&W$!3oW;-{sE*>;N|tG}m23&L zg^ji`4cgI-U&5i-w^sbvWS04{$!rPyf^(bUZsgcTFGhKmRV|ZatJ)ru+trO6+YZK% zvkY&U92?&DnA|8ga%|HWL(a0zWpZqrTLQUIh_Nwl{Mg(whM#4w%lz0}w*-E{YWFQS za%=_~L(a13WpZrMTLQUIh_PBXer%x{!>=C}f_!|sKUy#IVq0eCEi zx@98F)Y(MXq~4by#tsZ~7b~s&$VoaJEeO1)^`{0{6p^uN(IqObeR%6ahCk(s z7=9-@C`KP$v%N7ZhV6|F#muei?|O7CPR(e?HMvae3HdJOdD$v=BoQkHS_`N2IupBxyuzGlX%yQl=6_X*1++1+g#4^8sAV_Kp;=nQ8@P5a zUrB}MOu-kx4SNn`7^~@F85}&=myZyI9PQ?GWW_v;szwpzOiI$Jt#}bz=qYi`P1|j$ z7TWTl{i?2RiY;KBx`K~yHd~C4|4iwO^*~ zX+vdV9L|X8I5>^aB(zB)PdEzB6Zp_boH;LAP({WjTzkYBZRp)}=;WB6K3eQf&s#J< zQJ0wKUzj1|loXDPE6F`qQ&%gU3d@-LXs@g=KRsqv?^((G=B&3;;*Bq%x@-9XK|T`I)pSp)In- zW1Fg5yV~3KThQ=Tn$IkBP`Y*NiIv`HDSd7knNj$9mt7T)mRjXO6;kn-8aL-}jpUFC zVdM(U;r{zer_?j;h#s}cp+ALC6|nRk-~d^Q#4+)L(y25=(uQF z?4sG!C>k}Ems~dfo8J@;HUU~43dg!_$c2-(3Mc;uF{Khye%0HDIx%AgUiRPJF=4^h z`%&6+(64p5lJ&dD*6&l8sQ%y4E-zMluiiEX^;(xnS-tJHdY|{ZY^)ys@2D9I^xkVZ zx;24T6TazeU)BdX>u|`Kbx)UbcC3}Nxhsva z$-J&x^6+H596LfyOXcXEzL>Am92?QqXkA0=pf>U{toq=lL??{sXgV);5_m6_?Bas^ zg}khx808}VqgZUwq!X57nbguQu}Gq+^?!G#&AX#96<*w!jy)XDIaH0Cl4EQY z$LgWWK@ZmLZq`G$tp_i(xR&)xg(}2`RT*!G`sRtS0wrIzG!|!Zy~wY+LZh}0Q265F zTTISv+k=Sp#A1hBTi44u*GueNzZl9jZSgwYnj)iZYHTpk3Q`P8i zHC6Ez2|ew5D=YMPGPf{Ix~8C$8ULlSiT(<%@nWTr|9$Dy)(zf*lEPHrOPvf837A$+1bg#z}Uh^ zsMv@UEVI~AI&)En34CHXo32$V3*SK1#>@W3C}|FNYEgSf`{N0#vFMR8%((NLX%Zre zc;K$!324XhW>Y6RG?6a-*4%x1eXD}5+06-EtdQdnb$|t~R-h59|Mb{{L5D7=L7{XkZ|ua2 zvvpk~tb;paJQ7LFri&nQ?2@xgIUkkGsEo`;-J`n{+!KjR*f|&%&H?w)p+2ID`&Ok1 z0@Pr>Rp9M;{JQ8I4O@-RQQk)%PIX06*31#Hcus`U1LQ6232@OT6#}V&O$U zbQR;?uyFNe7c6G=o=JnWj9O1I3iJYo=Y6DkNv7H-epMr-3YIX+tL0`1p0+U`erfsiu+{k-p(Sm<2zhsLjd`(9vnWmuW0%2di;h>O3pUgHM0UgIW*Uc+(`#=Qo+2s3+)LycZT z&L50!LryW|McmMAf_vWo?>h@)yy#g||E8~?Yv-N+8zvWK3+Y8?vA0oWdeK+>*sZVl zi9=tZFNU+XJ?<;m+n&)^{10CY|7ke4@Ve83ha5T^NnfZL~#&0;5bOeU%aZ74i?y3 zE+ZKfMGWH=5#f%kAiVtM$U`X&|9t%&U4Td==4_T(Owr z;@p#iBiP}Hv?P5gQpXyXAriup3WORjB4}S^gk|WPdOF1T2UGlECy5aU~u1Js6^CXSZffZgZ@bTzV; z{!G=<-E?lGpZC@>;eT5=c&GCv_>`U|BZO{f_zJRgsbjoo65BN9$me3JK{_V#`A8NI zDi&3aEXqUxku6+U><1m8K5?{lY5>Xhnu)VJl8qFwklV{|eDQf1k3!U9(p&Ih*#w1m zW>&^lg2vXuZH3Obiei@El#_tLf+_L0zC>>tG8}B;obt9JUdejv`VKo(m!aBWzKnSq z#hD)*lqNbP`2gx{euU9cRTp{K$ZCGQc~rnmYCDnL?V{rdC}Q4mM^dJs+5&_`pWsL+ z)PWd;1`9%iV+iF3WExmkqQLXpSUFd}G9?*pfnTt7q@FYtv@W@yW&La~=xiTHXJac%KzD(@J_a}!Rlo!lmat7N%D6ifXKbF7HtsGm0( znpJL?(B-gbj(T`i1ATs5i&z5}ctgV)F_#+cI6mwo1n*sVe6TB-B7@F?+f%{LLjDRR zc{K(hsRix|_7Md3?Fj*@FGSVg_}Bn^I1GmG(pv+0GRyHd| zo)j}G*)p`<26PBy$0ZXrH`(~;J=0OG?PuVHa$XbdlFp}_qHKUiCaxl*^x{HzU}*O9 zrE*U8h+SmnK(^Sa99-sSn>k^8r*y%ipg6&ZNYKwtXQER+f}Up4E&bn_@Y- z9U^Lv*OMB*rKmk~sL@R!m6)}Ccx08ap5%J6cYHnZ=g@6}>*Ahp-9Cb=s<1rg8W~Sn zy}-=(iDy1{6d8CO*qv^p`a<^uF?^C|Qsrk96$!>HT-xZKxRUF#qY5Kx0)7)y3zT(v zE49t?>crPr@4<97oOG&cuQy(}Zpx-a`_>dyA;WjGskZ7Wo@z_s;xC6=Kt1NHlc_H6 z7OK`)?bN{7VF}s|H$7#qM%Vs>_ZhT{Hu_;;5(|4;&qX{F(t4&$x>TmdvW#q4WrGmCzA&Uuk_j_RJ*euSm~c)) zAzsiR{L=J$(K6LlnkD%44He%s8S(^PZLEq)ZZfgsrd>n0UT}95Q7=?==%bPIBGF2J z(vwy?(BCA%4u_m&4Vme8{M=}(gO6~#+&|PV^8-bfBwQn}G3SSQkCl+?lHH`}+$j_njAeVHKt7S``8=X5Shzf&kY(G8$pfb#Dj^mfa*^R*EJ|9FCA9!}R+Qzt zJt@o0$mv!p(=^9k>khNZG5i>p;iOO*daG#*)a=CkssH79lR2cF{FdjjN^ zFPozc17`u_%$;hgBC05xFUEXpL4+#m0x^lRGHfW5m`tjN~z1lymNDu(coKn$tS#<8=9~ z&rkPql4(UNyWSyPXxlgf>(1U_{;CS^55aLsHKBUX zceEKn=SBxQ{g521kIxC2&P}D#85X7!aUJt!2Rdq#(c{xZro*R+j@sedWSd|PQJKJ@ zL|u7#z|j15aHyv|)2@}Txd^IvI8e2Y8<{E}HyTv)pH3zdd|o^tPK$jvUM~N5xMp+w zWi*GS`;J&_2>+{T+L~IFT1NL)vNG%<4egbP^1}}`(~W#wwG%=1)Vsm2>0O#ziJ*=A zwqExnQWS(Lr{06j1MUE!KUeZ;K9ZqrgGM1yTJ?$C__z8wo)xLX$;Jmx@!Pji_HBc{UVx`IkYlsCmE9MZ)`x#&NC55(y{1yn*7y+7cE*zWvk zJQXu)sZ(9=8Aa#WQtABBiOzElbe_jEto0XwSUWEQm7<-O@ItJ1UdB@~+Ia=fFr8O{ zn9gfJrOO*x z7`^q7PCU5{@K}uI`r#QS*I$w2BibI5+t7_%nFG0v6}f?m-0oPil|YUUZ_Vk(W^Vkp zaNxJ4;ZCPz@n94$3i(XYGRYOEtbFMp{*+ZmQX~)k>V%b2q)?Gx z*=efS#KFA2&vu4`*YyJ@Lq#lau|Nt{kil*hWQaor*+Es1p{j!LsjE>z;wH->emlAG z+u4ENE{fj>#gETc4SsVE{t6FL?dvpsU#rP@9XoS;f@(DsvS=77?pE~G5vr)z_=M4X zpgmOxI|#F8aufZZ-Vrr-%th!4m?}VJT3aE~z1S-)wKa}%tL>EzwY^H!_G(qz`MlMv z?ZfC=>;J~X)vtPV_@*7jSttY>zqT7Gy&d)9^wlTv)tjkH=zW?g!u*p1F?);$;ON!Wydh z=A6|xO>s3eigWVfO@OkE5}ks7$Cv0-JQh=;2jdwo(P=$ z!Foq4eth6s0zcw!DDN0Iatj>Dorwh)D=(?Y@u6%9% z3;6cr(sX-wJGpypBcIrd$#NQJXl!em)D}8rzWIv0i?@|goh*xaeI-q2Z%{{Dwu{*c z3vsEX&s6>n4d>6WXYg~fRVZ(v+~)gr(h=n{ODTsh@KxX^m9oFdZvZE!!S^UJauQBo z=GU!R)3s*B8lgaHOl-2Xjj(Pwq%>V@#JXtd7%NS*yv;nnuFMW=AwQs_rUC0vi`jsV zv5{Z5bkNtyjP-PX`nt2rsw(-7#SRp2;aD#Wl$%q@g{d~O{K^lUSKd)mUYRKG7+XG{ zRUs8gHv&<#?0Ar#>pyRg%Ea!$Ck8a9TVP5nSv+L@9Wi! z3H-8NV>^9IBD$&@+pE1)SK!zF?a5qAn(~_8U`+Lx-TAj*3Dt`dx~RkwYNd;#?MYoi z`>GN;EL=jZ6NR;juMiX%R^OIJQDEV(y&Wm(!22G~ErQ>S#52$x-13eI=+4`Te=Ar# zUN^0VNv~u#5U#(M2<<#pL^~<3jQYs@sG=q?y7wz=2(uOUl%vV%qu*2F*;sQJ?mc;U zVZ>uIBiWTkoio3SUL|JC=bn|*WyI-nA8QO-J?$rpE-3Qbie8%>2?~qR%EVlG^~x9k z|As7Bvzv$$^}jphl>1oDDI?A)_qIk(<7PMcL%2I2TXPDXkjgZYXULq90q$`rSYStk zya1FT=jmjy(m;-%$y$(1Bha;yGcJR^Mx*z0d=Bq0f`+p?l%2@v~fpSXZDixlj<4kM7KybBBCp-^ZUU{8h6q6 z)uC-Sw%6&Nj@(Le?^efMo6$tQz1>u{kAup%V`G&uVwG_hSBlD-*m{OaS$2E`L|5l4 zM`}vkl{IxB`ZNErNF8>iyQt1sW>2%j8u%I}djrK}kG#Co6&*Q)$$<&a^B7^Cm-om6 zdqaJ9`%DThLIL^6YZ6_*qo{nDCUPZS3sX}+b{{W-=$UHrR6v0cQ+T{OogJOZjHbyL zUEvr_mP+Jvo*mrotP-p86QfC)C@6JPUwHxWURg-YxM&$M$DL-;cQ7QPDI2JIui+t{ z%Si7Ad6}S|qpC})o<5^}6R&ZKTO&m=FZJDpaB`c9p=C#--dfW{`(mZKaqXQ&LzZCv zt}iFQovHikIdlstR}F(WnkjQe-p7-|zJ}#*Cgg7>Pp8?th@O~gSs&m%*3w^!%0jFd zU)D#yEbn6=mbaylw`H8XPn5jB6_v-K1Z3X+uH=2D zyeM{0SPQ7PDOw=qQY}E@ZoX*3Y~K%vXN1>@PM!;MTTe*i3OI2bS(~Uw2o!n29PiM@ z0t!OJ#gT#%>$6=c@$wwn!Ne2o-PGi8C!jS+TbS}mdWq)GbW4FIZ{k)xT?9brt}GIf z?kPk%6a6~{;xYkcnin0*;sQuE*qZf znPqc=h`a=yqS~WMlWyV8f-ljebA~em9u;V(ME9lq6gpM9)hjR2Qbl&IxiJ+tcp`M3 zn`YKHXvUhFvSxT{YHH@yNql{fdj&Vu2&F0Ql+mc~-@c}6)HH=4#pr%vJoz+WRddIH zugO0k;_|yvKY0?8efk0@u7QGe8fv6|-Jb6$ zofc^!tYlI6&~TuXb?OcC%DGs|Dc+wPrI^CJa(ds#=o5AD(*Tgi8S;Q=~!j<*>y_S59z~-qth(eZ5;z z1^2yseatFu(N-_X<`&UxX^Gr>`y=wpOMFIHT~o6X^<3{?=^e2bkEZ9bzRPb|Pwt^+ zccnVSE#myPVn@VJzgqt+H_Kk3SA|bf?^UE?3(*@&Z}>vIH-SJeFJ0n>lCPeF%iqe+ zF4igDpYWEL=JBSL?H^W4dPhlmS4on7B*T(srW+SgU^&{24~l!=S=F_Wt zZdP|DO4>)x(*CNXeWIjEN1|bA6S8e>sm87-iJ!(u)LTa%su;ze`4YWl;oIfBn5@TH zn(|Sr&uyZ%I9Ga?(skm94cb?g!2c+LUjoTG$Gb)A&ZjT1!#KTsJ>Er`e&Kq4?epHI z2A~qwIr%~*yaC?k7IM7KNris|j&(rrpmF`sH~rN&>R{C+yWR(Ao6i$(!#}WQI8bd8 z4pI!4Ylc3-I9+c+$t1n$BxRL9<3^hi8jqo{wW6?%qHvNyLG~tnkl7(h(hwzS#aAL} zCnYJNB%S(|NGey7MkqpZ1TdAwe(*bpBB@v#Lyw!y~^_(;%4!0-4==pe0rMUU_kL6ArI{IdaWQ}Ac*W*Q}0e+?u zcBm3&PbEZ7s%LjM3ga_V(rjl*hbc*iD@of&XKQjYO|DH%F>{^89Hqp}Q(|_E76S{l zHgfP46g59alpbO9Xx`w9^3FEuvuwF>BTRv@MGd;T>gmzESqW?bl68z*YZ_k^8qI5{ zuB(J~PV{KrrV>6^=j3Y{&G$rGv|62Js7Lc9isAX1Vc(4A#VP2~{6t0J0)v9AuTC9h zaY=eKKUGP(=qr(=NAs0R(j{MsBt4q1R+26=B+16o)6u-RLiK3AMhU;d5Z-r1r$_Tk zl%y*SNiv%~9nFhpQ;+6XDdATe!nuFA20!&dCDo((4NBOxwy>LeBFrAmYtb`I#K*z- zsK>`Fd>oFCqw%o-AI9&JqZEScz?}V!AD2Ze0=*@WS-hUEvddK$3m6DR z9q)6`k1Vbz!|u>sTUsJ=C?uY!Bvuud2>Yu{S3}b>+EygLo;{HY-3zHJlvH~U!>SO{ zCbTEgP-a5fX-Zm*R)rlSyL9b|#50t{l}h5y#kGnpSMu2^`*fatxy^-Pt}k+TmXcLo zT$VCF?TNhasJxx6K^-3i*rmD0xHHaPeo>Y}a<6R5IB#AgY6W`BFjTf4GQ#rh6J28Fn+Ft-lv4d=#^9oqmyvs_wIKV`=Ap0OC@%< z;$sC*`p85itY7a}&T@aPo@N#HW5&l;Yc7?xJ)l-lxtX8+=jTow^kLeZehf(hbE@ zPE77{kx6y3p6z^i>FJJs_WuNyv_5kPG4$hAH%F3 z$KswTM+hufYz0rHhbUQ#eOcZTAlZVK5mqf2TiMfOAjLgH$0oX1bbCHQCAu6ac%wah zcRkdeS)vR>xJ#TyyS+DQ$0?$5S3x!_^xHn4ynPU1Dm2q@T#P2YKVgH*>KC;FbW>R6 z3-r#^3MkSPIK#V&3l!zC8CH4KqIHuvSBXB)5G|Vo%NZ%;RQ5!UZWl_BWxPbfqw@`O1<7e5=aIl5>a(6pm4y<+#2FnNX2%1}uQbzO{y zDvh=K0=%^m#W=?NHgV15II8;xj%x)UeEzgjeM;v3VoAN-$-g__llYxF3wlf9@NzQ z$!&>cpql~OwaEI#e)|69UaMvnn@bm*z6@8%U+yRGT>&Kfc5}4bK#Vuz{fUdWUt8pC z0UeK^e6^ou$YNBq+)UxK9BGtx0Ew_iCaoOZ4_)U=@~#I8EGc-f93aRKFo%$+3(lxQ zg8Yqsl6l*-Lw7sDtsb+pDZ*bjFx|O-&ll$10%XneCK9P&y`G}J5w)0>Zk)}HMK(8! zYxFwnnvL$Gex%sk6~U&D`>6XMg2`_o$PeuadEG@ksL1~^f_#sk@@)KI=um95{49UuB8)QkNQNfz&AoT{Ym&t6m{Ujhe0>f zGnF!4S8^WK%J6eu@+M3;llJU)0=ksR_-MvQ7kvbFY(6bI8QyLly~AT7Bc2RD3*NHB z+@5}Sm<$h9$?OQklVN*Bbzpa{g~D3aOsq~eq??uo<~3dduQ^SJhbvJ#JBV5m7BwP9 zlHSxeFb^zKTMy%NxpLW1^m7PMGpX>TPcbi}HvOt!h1?r;XzQ0DklM0a}p z-d714VxI>nK}E*!A~G6OX7*Py>>WISV@`YBqbT_J{+agD=9OSl)^Q^>Y^NF%u+IDD;b6L zMQ-MLloPC?M5!FEq!h_X;dyD1ik4P&`bZ^XSiyFKbNh7A*4a^G82d$Dj&_jK)nhpg zNS$l)0wt$#$xy*8>Pby*R8pFhlR*Nsz z`>h_T{BbEFMres+k`{Ts5}8pVAOC7a>e*bk68WSdvbX#D-&0vSPNn~pk-pr-yp0~~ z-I0YJZ*_>X6~4%P;qF|RY~iYFpl*7n;$1y`60=6N8?5&}=MeJ?mfo}u|0f#5>AqO+ z+dzdE$}{|hvPxIyLeCn`RLPwM6kfUZ7qjgC2HjP9`KFW9Q=Zi-$?rrbxuHmM!?+~% zD1DAf@?0xP?>v0L>jCK#tt>8CJtD7B$zI?ms|Q@~LY4ABL3m(X%DM}_SfzZ4pE9kH z#W>Dnw-!lm9han@4PB;^ygWL|?L?B>#U-f+qwlIDuZ&J|dy(Y!aY^bi;cAuSHPK1R z^QRr+lGO9f>r|50TS+Yx$BApLal(5HPZu9><%0h{tmUmEEUjWaPCcRI zKWXH%@HoY#J6&XbMhulzDiXG2;=N&SE?il3bHR#I%9{(HLQTOzrtle?6^@j*6>PJ$ znZdaCVuXZGk>Chv1SO3zG;b zXhjcYiMHLUC6UeK8o~zSo)JVeMyeGg)J3^E5Kl0xMySvjp;jnR7HXfpSy>g%YJ&oe zV4yJqtze%l(6(c>1adCb#z1f*-ZSEU#z?l}da`8O_%TW{T+D|SaGnw1Gg7YZk@N`2 z0X!ksdoI)?`bV~EN3nQc7+Rcac~(qLmiK}oueU1!E377`|56{OZ$-xB^j|U3mpwQ- zz}~Giw92etmn`zNc#+g!UM6?55rRXa%V+PV>#jvi~QIS+1t+TOts_2L3=p;PmJ_s=Tq`wmET_n&Yz|s zVQVI#o- zX+aD5fjnhRHk{RSVJSh+^-*~mC~u{jqB@l*`_v)$a9Cb& zpDIdT{|;`cGE<9{B-@LN|5#YYwnB4q<4Vg=0jaz}@FT-jnh|$9U+60BZ(H(eS#B^j z6t0~S67n0616=Yi$1;}tdGNl}GW-UdA0Vrp6)X!e|kq|nG&rR8CZbSB-EPPWm-L2)l0)`*;=)hb8pqWuN8xon05{aanl zX%42f0o)@S@rd$WQ)l2b_ze!mPj@>l6fS%_01;e z7=! zs{Hp0=ijOx9@|Q=m7^F6@(Tm`mnkPE&zN3v(Jz$e;7tVz|2~oLM@q~0zz*`J=m$5F z4dOPH;{o9udneJak&QTL?e;j+nZEwIrSaLA95`Eaeyr$h)MGl+H(Xcn*||hMgBpcH zMvK#ZiqpnD=QKicnp%vLj9OM+EPjNtHl;9R-ayRjHo?c*_2@Q|w<%@^BDmvd^TF5{ z66}eTn*bwrzspGOae5a~$|F~-p}A#izj|+7hLy018-Yq=}sbYIo!vKLueiWhM0x{42=OrNDi;w!x7K*#cF z%5+{Ym5$-lvkgZVx>#b(Qrll)37EV~*+yt6(;}MaGcR?%CMcDwAVpt0mOQAi4f-{>I1oOS}oE?t=%yL2rbIKd8Hv&(y=5_@V znyZM4?KRRNUCRkBr#nig8y@#p1vAJcYPiAmvl%gk-OYiHEnYt3a z-iYXGLX(@_Avk{iz`iPDI!ZlfWN*97kG<`dz|VEgc%U0?_O2O2ThAHU1uxTP7rZ6V z4ypAZH-7B+Glrj@GqQhP=68WL{=^k~aD+L;jT}29jUlJ!jO@~v$+1h{5|kGtH`9$A zJ4%fqr{|391(?ZQ(kso)aU;hLTw}=TIU_p`W^$L6NG>#IJj#t9`<9L2r{|39TbTJ> zQ6j%!$sXfIj(y(7kkfNUc1O(Qt}KyUXwKN=#*f|c#_-c~M)p|D{Mci$(JcCM&e-Zk z9ZrPfMj1V4WdFxZ{aQ=4eL81s3v>Va=Zxhb;g8P|bHT5GBdr^>XtL0ml?t|9Urj@l^xASdSw zOwbuDEf~oiEiG!W1{==543|+h#qk|6791!^S|_!ok~vOHCDNA7c3_9Co!F-M(Hwal z%TO@TZf3!(*hxVGegr8CfFsYT5he1 zT5jR!GG8kXnJN>8qOjW+Z~|Q^vMUT=K^TXQfo;GQD0FKk8c|J8b*LMbmu#*Zr}eU$ zMo>B3fr{lmo2h)e@2Q;OK*jQ@%~V$QJ(X1sR4j+vOy$hJr*f7970VMhQ_1%|mDLVZ zEJxi;(w+f9n0T3)A>QEbPQMPKAngK>m3es zELZGIhh4E73)W)Gcr3Pp8)|n#s;#_4 z-C}J?m8Q9S-N>zVAgAwxum^c2#~$QM&|E0Y`Tb#jVoz-Dc-qmR-2!z|`puR`kGC`m zpCD(Ue!sa#>;^vQP%kWZ{#-Ba(UrEsi)g98a!6P2d$E6iPM7`rmr&pGgVdf)#74|x z;mQ|v-2FQTvQ{JjCi^(vb0mw+Xos!KCmg6)aRQjilYLL+_YPF7I08)Nsa{fvs7-%x zprW0tbDROD!f^&13kZXfhbRQ5@y#D0IDTAu-hrR)`Z*{8^Sev8qF8&0@Sypk8@ZPq z$my=1BN{L{j%Z*gFTcFHI+5#MNTx5fwTb#HT~#j={daO9ZPF%b-&mNu@O=x8#Y7v> z&AdUoIGIc1z6Exq6Y?Gi-_uAWb7HTTc5Z3kmh5F{`#4RTzDe?hl}L7V<dS@>bSzi>OlPA~=@?%7i_j@^pksOUXF3~~O2_c+@6(Css0TXG(ZfFb{%1P( zme>*I2a(Is$^>k&BZmF0z{2XaBZ_hx2eR51H^&5EvfGxZJBML^I|nLO=m4fNxbLZK z??6Rw!*O5%rZS|LR3d8A4h~ebdv6Xwz*N>+wJARuXN!sK;#5wYUGl+UW3n?vr-(E{ z9hIQkl*)9{Q710Ojf)#=@*|F_Of+%bd8Sy`StnO0W^cBk8##E>e^O>r99nIht3nc7W0T3f{3NVwEZ z<`Q&%+s*?t#^AsU)d`&HB5W%i8w%8*rwY}t2d9^+8h&6t+*kjX(JxUe}$gfXr`8;;f_22v zDhwS3=4aOMAD&w88$m8&1VN~XxH-=#Re&7og30ZV_X?5g+2oP^zsF3!#waQr!h)$x z?0YKgg+7Lg6_A3dOz9<+i0+hq;m1(10vIqA4q#vuP=4xcVOhd`AUP08Q%j=`Mm8B~ zb`oke)J2j}3fe()x-m_+(XDliRn(}5`C;5_o2 zSq^mch{3TJm`=V_Iz|MBB6LVc`8*Y{M;cc7xTr#KV@Q(0qC$=}KglSHPeDw)eAml;a{p7rvyJKJ1aR+Xq} zs!dd|8xu^s=Z%?PIg-8|i*Lso^Kty3XXo>3=Hsbxcxs&az5SH=+gN_5HQmxm3p2F@ ztFEptGPQKvOS`~9Z&pkT*4u@a-imcpj#Mskpkf8SU@8~)J(Wuws94c4n98MnPvtTP zDpn8;rgC}TQ@O%{$`NXI#E~|b%6I#o%9RdOv^RJT$iY;u>U%0zJ5b3et#Hf^rgBZ+ zQ@PfGiWSy_sa)6hRIYcRV#WSoDmV0!O2l03Mh7a||2xM6VJaLC#BrvIxtIr^mgdas z76`UxUJ?9mbKs|)#B=Zv=EuQ9dc*GyH-2|I@Y6dB9BG94aiozF_|XtzY#5(aSZ$*kn zs(IUx=0(+IfiG(2C)&F^yAtimF4~&IbSsxSwmY4p?Mk_kDW2yGG`y?8Q?ia!W16-N z64JmScmisvirXpT446gvcDN`V7vIO@O<&y+i|-E|)NOhFXLWz7)g8I`{;NZ}Rxkig z_Y=HVs8(6aORiN$7yv(;5taOJ4s>)S=P&^xo2Ak*0t6JH^LGb2RsaE}^I55MjOYPH z=={Thjul;i>3m))9V4tj5jy{Lpksv{U^@RQm5vc`pa`9RJJ7KL5-^=FN~L3jBPc@W zKMr)Pa0N`~%TnnWF$#*%SqDx4WAI89I^4HkT#TfA~e^TKEmdiOiyi zWL3r!6^jyeb#y^FQ=#)ea%45-qib15sx~3?!24-}{DQc%&`<^0-mQY{;7~!V$QoQh zII@OOL5l5S@zl|-zzH{g!yWipVK|r{hv6{z%{`c0o=R(lB-vod(`Ww>9}#KPyciL3 zV7b6$Bc{w$S41ViZ{l7y3b?$LZpW8@4Yiu;H7L#|s{~YQv!PI34Ym_HQTMOWqjKtc zooY*w4GJ2n$O~thtR?xVUS+o0sNAFM_9O+HHItiYS2r%j(_)2xp*>)-+@L*RI`NM- z42YDLNK8~lGL#g^ig>npU1L*MTQ>=`?|A;^NfO1R4pni^B7Vj55_{YQ28b zjuQWE?MQcbrMIKlan`OvTyczsoPcqVU4c}+>FrosY7?$>Yr@qIP1uU1#7&rEDH%;T z?{VgHU9w9RJ)vqWiN)kah2|pECnk9^R9!Z+by;V+QF(=A?<{C?m@4tuM!QOjQ={e3 z*Feb&!>jn-3_+dDWyM%GReZ}q6;^;JR>k|)U1!fsHH8bEVMTbwd?{xrVxz*BtODVxD2f3-ruY$V&s$yW8gG52^l zj2)j4Fv~2_z1&K))}chL;8|Rv96ZaY+;g{}64ev++TN>56lBj87A!`dImlA%#VmnS z(6b3?p(=M|;X(+OylS!(-wqLQ%q+G2+)C{Lhf=eGk8!DS@G+y*V(0kwG0sFcev=*e z>0=U(RL1-`QdtT7g2yBWxsf~Aft)sM<1lAT?h~sMi&q{F!i*JueVCu)-ug$_QSCVA>j^)UE>qZxVhe(Y^;c z&KlD>yi__ys5PHX#17yQ4s`SmActaOIvk44Q9D?B(=iUk_l!1-%IGIn~LP?CsY!&WoVZ=0Jrb+%XkKOeNFz zRI(0KI0PP3VZ>C9?RzRY2PzyQkEt+XDqVd~rQ3lD$IxRcjF`%jUQ&5!Zm8NWb)aGe z-eW3XSp8GsF?l6NnhQ=Cj)PRI^Nb*Of&)2@)5m&Z#N@s#kzBrtm%^zWb@hG#KmV>G zcaeUqzKE-0XS!u2?~oM^(8pO}#984`eMa~2KNWXRdv_0<(2K&&52h6``PHoSZ;Lk| zs$aPGz0gfp7dz;RqxG?_7_qK6Zl9^EuQe!NaSavqd~ubVUaoP_3rF!|y)a_Ea6CU# zFJDWrzT*1W!mlx6GeQL2HKy#}b5qH!4l20~&#+1uu}V1LpP`bt?khh?^$>!1U@my4 z8`--Y$o^Q7WyEAT9AKZ3{h1rtpF5D{=zy$QMogCD1oj!(hr(n7^R);M6Dz&#Y3fd) z$Q~1aM07wob4$r!f&N6U<`}9Q)%cjSfIbey$5pNLaRok}L&Vu<@Ug6!J{IF6hbS*u ze4LJlPr=8bu;r@9$FK3oL-^nbf=}bQx3SgmCO(d%X`{CUAH%SA+W{Z<9Yr5M!^czj z=M(hNo!=5JjguYe2AY*O2sh82YrM}X1mnnAYbp#WI&Ga3%}eLxUx?oLB|dbXG{dOe zX?opvQsU0(uJQZJ=j?-UWIA z=zXA9fIa|v186AHdmCsN(4T>J0{R$eI?!i8>)_*`_}Bm+U*MxZKGsDEkHB;NfXab3 z0vZXlDbQ{}TL4u7Z38qKXnUXkWJFrZeT-O<=C zYM_sOfG!0(0O$&!NkCTt9Sn3W&5kPztGh1k?ibDbTS%p93ud`Zv(V_*e&h%^;xlfwlzd53~)? zMnHps1_JE>Gzh32scZq11=<#98PE`*PM{ru4#OM6fsO`yfzT%UZBl@ z)&gw>bRW=mK=%Xf0Q4YG0_Y*2U4TwSdKEyY162W?0W=oq4xqh&p2Hja0KEjXAJ8j6 z2Lhdi=OzQK209q%Y@iuH=K{?JIv?l=pbLQJ0bK;t0CWjZBhY0)EkIWQEdsg{r~~L~ zpv6FYBpuK=j2C4-*4QOAWl|cIe<$(?WItS=Lpfx}ffi4D`40JirK|ogl9Sn3G z&>=uK0o4QD3N#bw2SC??)sKL#2l^?{jX?JS-3;_gpj&``19ThE6F|2EJp*(n(2GE8 zfnEo?3+OGN+aT>dpxc2y0JPYHD?lF5Yd{&GH-K_LZvia^dK>6Cpm%{z1bQFnRGER{>oB^a0+z80bTw%Yi-yx*F&cpzDD?1-cpNGoagmJ_ou3=wCp0 z0et~<573uDYk}6qdjA2SK|sF-S|8|9p!dM#ai9-@o&x$5=vknD0lfg!4{y8zGyv#L zppAgu1=<+sFF>0BeFC&O(C0u~0{sVQYoHADFn-+* z=mdPXBhX1eI{}>nvMmx|=Kpj9M@M|YfInYv|-GEL6sscI%=uy1! zZJ=rRZWYi|_%09hEYR6NF9Mwh^cv6wKz{kc1bPN&9?CXeXd0K)V8Qg!bQH z*~u~0e+$In%%1?_Na9ZcaS-okfR^Fi=YWm}dI@Mb(Ca`a0sRSR1<-pyrvm*2=yagJ z0-XW$cc4{3{{%V<=s!TKf!5E^$F7U$VL92e&ZAP!4&6c9&+nGeK4Sr!0sOq50-4oT7s#1TQ#Kpc>x4T$4mWPvyw zMGlCgL39IgFovZ-91G!iAPz-vBG6UP)e0bX#D5wP`@ug0h~3bi3B(@YR|B#0^>cvO z@A>&a>~j17l3($2yw*lP*bPv#NKz9KB0Eivd-UY<|Vt)d} z?pp5!x)aa+9Oy2f2Y~Jd`V|m6ynGah{Z0N3=n?$-B+vkyYX1R<9UVRk#6AX}2f7!} zy#&O*^IivH*L80J4Z*wb0IkJy?*rWj^fA!=K%W6U2=oOI`%hXoONiYUZ2&X{sSE&m z2+x%PJq)xN(6c~W0kNZ&ZGle48`}dtieHBUvD=T~K0eTW>F3?jzM+5Qg$^}4AiqLu*h zWu)VP_#V)5AijcgGSG8K`Bb16fX)DV3Fs`KSAfn2dJX7&pf`Xn26_wVa-g??t_FG+ z=mwzofo=i%0O$um9|GM4^fAyqK%W4u1^O4z{XlH5@Jpb>(ak*!^cjBr4bbO6j|1^3 z>C-@bNcl$~J|lbqh>z%A2I3R4*MPpjyKe%03G@ySAEtZ𒴄P*Jd=RmwC{3Q@? zxNguvh<7tL0$PqK$qo3}9NTC&1D%48Tk&xkK5oayCiwM-K!bqp2HFy6EznLtS7RS! zYoP0ZmgD0le4K=jTk)|1A3wmysrdL2KDNahKLHxd=>ZJ^dH`rB(8EB(fF1+d87PB= z>Vc^0ICA20vZi87U)Qzy?|cE8~XtL31~l{KLZ^IG!D;A2HG9yV4yvLW&rICG#h9i zpd*0lfaU@157YoO9;gv$0#FOkB%nn=Q-C^vrUESnIuAn z3Q!*C+d$_4oe8uC=sQ3c1DywSInaebR{>oHbRE!DKsNzh4|FTg_kex?G!3kN1T-D! zr$94+?gKg$=$AmVfqnyY7|;_yM*uwoG!N)ypcK%XK=Xm#2HNci`uH=@XrK>)8u061 zfs#Of2WkZRCr}pXOQ05@^|14O7~UNKbRYGpzq_?-GJ@@ss`%BuQfp3K)VAi0oogA8PI+}#{(S*^bFpe4D>G0 zRG?Gw>o%AYKZLFL!9WiK?ErKVejNt10%#YYbAd(yy^QCofL;X}1N1u3IG{Iy_5k`5 zP%Y3qKy^Ux0UZGJXP^l{e*u~d^bychpwl7k5TG-F4h32TbQsWCKt}?t2AU6aHqb(# zZRXKOGtiazE)6sc-?ahl0+a?k7N31FZ$R7U)5s>wz8tx)JDcpu2z$gxZfpwU`7nALt;UB+xXV z6i_|TBA{778KA>}js=z4^FWsay##b6 z&^?fG4bZ(nHv)ZtUvB|gi|@VAh7vpfN5+7IKV=O+d#>XD`xDFq+ z__z@t58;hlfgT3B1LzT;yMZ1BS_|}Bpa+2-2YMLj6`=RA_52+E`4^xUfj$O$8R&07 zuL6Ar^c3FsC(zSCUjjV~)DJ_^b3hvdy#Ta1&`UsD1HA<_7-)OEwgb?PK*NAu!>_}E z-T*2GIsm_p2Kp4=jRiUw-|Y@G186UxIY9dWy^ZJg18T%~6M$NPCIc-3nhNwTo;w8S teV|!D9{|k-`ViAttributes