From 60d6a416e6a9e02755f4d24194fbd128d50b4c94 Mon Sep 17 00:00:00 2001 From: Bagatur <22008038+baskaryan@users.noreply.github.com> Date: Mon, 15 Jan 2024 10:09:20 -0800 Subject: [PATCH] docs: fix self query diagram (#16043) --- .../retrievers/self_query.ipynb | 4 ++-- docs/static/img/self_querying.jpg | Bin 96014 -> 75012 bytes 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/docs/modules/data_connection/retrievers/self_query.ipynb b/docs/docs/modules/data_connection/retrievers/self_query.ipynb index 22ab1e46fa6..2b44db886f0 100644 --- a/docs/docs/modules/data_connection/retrievers/self_query.ipynb +++ b/docs/docs/modules/data_connection/retrievers/self_query.ipynb @@ -15,7 +15,7 @@ "\n", "A self-querying retriever is one that, as the name suggests, has the ability to query itself. Specifically, given any natural language query, the retriever uses a query-constructing LLM chain to write a structured query and then applies that structured query to its underlying VectorStore. This allows the retriever to not only use the user-input query for semantic similarity comparison with the contents of stored documents but to also extract filters from the user query on the metadata of stored documents and to execute those filters.\n", "\n", - "![](https://drive.google.com/uc?id=1OQUN-0MJcDUxmPXofgS7MqReEs720pqS)\n", + "![](../../../../static/img/self_querying.jpg)\n", "\n", "## Get started\n", "For demonstration purposes we'll use a `Chroma` vector store. We've created a small demo set of documents that contain summaries of movies.\n", @@ -561,7 +561,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.1" + "version": "3.9.1" } }, "nbformat": 4, diff --git a/docs/static/img/self_querying.jpg b/docs/static/img/self_querying.jpg index 7970423415d7ad04db89749efb689b55b733b55b..1f3055b53bdb49fdeed8242062dcf19de13e93bc 100644 GIT binary patch literal 75012 zcmeFZ2UJwcvM{`dEFuU9k_05FAc#ni3`!6X36isdgc)*_q@#!=$pQijNQNQjAW6wl zas~rAN|vPm9tKdkp8L*y_xG@86yQ1_``UW{sKMtdzC}rGTUVV4s{73AqjOO z6-5;zS4&IRS0S%jTE0X6T>{_V0)#ji9|&U5A#?y5Aq1Te^1T|M0vSX@hah=9C>WUN zSlDO~obLkw4hlXCKj{1O{v(0^6$xO`(EJ| z{|*axo&x~g#J|G=xyXMA3+Q-M!Uqe1ENHdG95nv!dtVmsuItjDKNutQwX!t-pz(L# zSSXpCTni5_haU`L@43}?*f;?G7jJaD7yxpboy?9O-01xRSx&57J!t&hH)?6!c1f3LF75Bm&HvFZ;nF*Jkr|q>`nqejd~&c$B4gGBLnRTr}&W!ZY89t%$9jUp^sHp=;gWGuBkKN zYByJfT(Jm<{G%n?Vj$N`{+q<5@GBv8>#v4!CH>Tu7ZXhd&ZSxR6$}S(eshS{_vpMI zW^W_o+W8XNGU+gG<`8FmrgTwoiH&KnIZ=MZ&R-xSXtZ`a8-AWg?{BT>2hzUyFP!ZI z&hwh?`ddb~3fgM;$qZdpHA-pc$8IAiy8lqWVEn$5Ki;C>9V;H0*%$XKbS8=Uj7BcC zuTwL2<@Y&zP|sU`EtE=%nPtCPq0}#OiZbiR41cQzc`6S8J}*uM%mD1XjR60=mGC})Nje;K{frVWj<<0C5g>JWE%N>qney0oPr*}}@ z1UdHVKO_D{9i4<56&G#aG2D+34lxPyH8Vx_S`h4o`a|$vS1zoeaxZLembA)uV0I_o ze29#OUuKDF;4Ik(004G<|L*%wUv;;8%W3RsPN9#yqkd*s?sbz5FBvDMlFYFYII5R`9X37y|Lt6OB<=S!wwLBW>YsZfl5^5*z%in| z8K{8}YPJsW49#(LMzsNm2lqu}T6tLTc(cY)ivl;LSv?E9roffCK)cr;pA)nn}4 z`aJJJAbKkORrGGXtf&y$blUtpIvRabU2R!N zzwuq9#&(Y5=G@&T(bFbN8@+AhdmD*CF_>0~q<}04A4gCP4h!xx2O;==3%!L~#u7ja zYP?~EKdRnRGC|eM3$qja4z#_DzHI2Y6dYh>FIwbyoUZj;aEbV3 zR>{tT=ksUGGaGq!PgE>x59-cR#UY%=J9?B)^3hz*EB4sn#0h&IHnNy+s&ls~b(GUz z@OY@1^Rj?;JOCj|T|B?f4uD&<@lfQT0n*OI>_rNDuLvnl=Isd#U%kv^kjd?i$#QI| zY5P_tcVOvCjzn2gT@_HS9lQc6)K$ljqT1L~XItS`56 zm*Cwb#IldT@fOWA6KlI~VLst@mjsg1Omty$u>&1*HKmHGbMgg%DXk!H;+JT-9O%iU>oX{NUD&>VS1oyg33&{ zjCduJWn)$-F*-e=yRwk!=D8MGM>jl8KMHkj&3s?%K3wZoD&N$1#irE4j{j+C?o3#I zA2+LTYT%xIBdP5dvV6)*B71cR{=KgU(7iWOaF+8vvCFLMSY>&zGn63~1FjWiM!B@p zgc+-TNsT4=?%AgAjW2SuWL>xz?}oZJLT`)N8%^yBss`WMTQ0m4hyyo05?46?k;GU@o z-)o~|$i@ShDw+qq0FYS&-BVp=CYkiO0l}GG(unzPE$xVivEFRc?jl22DW?es*A72B z(vDGX7>%Ie!yW+~8lyei1@p@F(@4mkgFt)QA-~s+e4L+SI_jv%rYv^h2ME~S$LHWk z1KtDtP&V|53Wq&=1|Uy^!F@a8>NKT{yS|a;FsUvlh*+vc30-ul--Lm?l6T}p?9wK1jI)C}y z1TuVjC>#&0siPBInCCbg52S@KAgu|Gf*`jLy@jjqupg7PE(Rqc0%7WMIPgPCXc=w$ zPH9u!_^6By$AgulN7PS!pu-da9IHG|!?zdNTt-EZGaVe>gxN-IL^_vfY~X}tZ*wIA z*Es{gkw;{8w+8e)Xaf8q0M0bUTKxMvn~SsnKy&ui(OG@M_FNSGjV;1ayWN*K4ImnF zFp>kvCn`%|n_2h$Pt#w2XMk0j`89JUI;wQSiwA2h#Dhzvtdy+S;hJ0a-H9`7a_43q zl^5ye3k5s8Q7&T>Y%f8PUR9+9 zK!*+x#=rrmtj3>C9+DB$N)P`_7pDYfZMvKYIHR+^x}mKo&MrGX&{j=@5xT<8q{^Lp zCDXMzSvoJ#mgodgpQ%17t@KSpkcpr*ft`WxfX>v*w+jXMvu%aGx=G8ktjpTEEik#! z)$f2Hu~@K=iw3xEm@_T%AVo<4@IP&`rzilxYnxI&L%TX+;S;m`s(eo0D$d#0YB}8N*bK14S(~s{wP;^@5?!5iaMq4 z65@ch1-Y`>Q)SK}whaQ&DYNn)>XxuG;4CU4NBMx(gU2x4tb88Ao7$_HrGUaWu640t zowrm(2}1`*9$rf`%^6R%m>1F z7xz>zC&ZuNggGT?f8MSwb&E4` zSfebO(EJW?46WXBOB!??sYI=X>`DsgxTu*c0rcS*q_*uxQ0eM`fU=g#O^HbDg;dw_ z3cCm{Oy4K!d}|?@snOKtQyfN1<^YIh_#EU? z@>cJ9=!>pzahGK^fZTJH1pr=B+2Xw!X!y@YCcsaNcq`E&=c{z-MD|Q;&u0K`;@L($ zX=Zleop&|sdhKxv*yB~TyqgFphUW&<2FXCDz-874NgrrKS_$(TIB<-(@`vxjBGm(D z0?Qpk00S4HaeUwZ?zuloT4WEWAnK|O9m^7eAKLTu1Fx>sW-Cw1)o+qL1%1jk<{YZJ z#;3ODSS&!hMfkTn^C?b*+RE{T&OS}Dk8FO$l_|Q$!j#VO zps>r)K|H2&eYB+DBSKr-#PyQ$wq(aOq@N_S-u=PQrVl%0Qaj%R%yyPk>6FwyK-N|6 z3$y-o=3pX?S>R&;aFSLRa)uVPE8tpk-|Jr;540Xnfe4W#1*#hBWtSlI){7tL83M~0 z0l!D)kn}k?rmOk8<2psSzSL~*@>Uv3xx^@$+F7J)%FeE|q-wpQ6nZC9ZtO5nSQe7n zYN`=Bns{&2?o1!@Xy40_1oT@0Op>Ib^2$4F0R%4|+@K4BON!()LMRI6fS!4y4lte& zP%dw5^T)pg*%;CK4(Lld=l$%V5wzg4>t+{w+tPGCOli}z&}8Zg?Q}2C`H8k?SWf7# z`9!%)>w(6Ce!4>bm!lai-vBETF=R$k5`BA8o6-MLv!jHtPWkiY^h#U0n32c(Ivl z+2y2%0UgXj$Fc)sPV^czgO=bvmn9#9z=fZWQ*bdI%&ulzVkat^>nUqXlT}u~NoLZKqw*UxsC`vGkJny`4tj3o(z_DEQ=w|4F9;boW7F!ou2EyJ1wO^vzJ ze6lvl7%Ps5Qf$<0eFDg0MqxX4au9pH9 z2Z=0LXK9g+=GVvvDFWPiBGZTV6b8EX|KH&?Y<6Y`?OF2A0AdyUP)v?MHZ@#x#+50 zm+V=Eb!I5A%tPpWlzK|c<2s88GV&4cdY$U%23F?H#XDBb!|JW=T+J&SfV8!{N8<#Q zom_O;*s_6Q6`hnu2Udzj5({mr(AE>tW#54S^ZPv9Y_3FRJlbR0JYvJEtsaeE*5(Nq z@cq!igH!7L>I|46D$KYA*nOcGIT~LgwH!TIMr<_ScQQhGPH9_)Ex~Lfj!HGXO~r&W zay_z#m$Z`&GrFOCcXeBy5Mf@qXDdr806;zelL2Gg zBo#5qQ1W!mNsDF$fw8d{~EMY^u zFV=AlzBRJe`mFA@?N!yA@7H;^G8U89uJLfpRNjy2gC7a-FC;bt6VcYy!*-wmb_Yz@ zVn?Plg`o3;J#mr7#zgt)qmc^(QR8w#oz*AgT-pnqWdn(|20e(T__#+&F~24BN}iwj zaPp(po=HJIr2&B8z|W2zixv9GJYWA_?BM)Oit&&qxWoS3g&dzUPb17M?kQaNtx3tXATj(g!VpoI9`-83=uN6m%v!5lkF530m)%73Q>FrH${H~4 z&O3dnT=O54M2dsc`fqtbO>EZXg|59kl1e~Mv&rMgl`}}ZQrAx(kY3_WEWMXfByUnC z{#h+2%iX^_qtq?I!81y~@Op@*Q7Q3I_ zs2Z&T*Sa>4@jBp=2Il;~2FFM+Md%rYHjT)Dd@id;1_3& zBcB1^!^6DTA9KWAKyF7=9?~F)*j+dpKVo9m?w{iz8vE^0`0tJ4|Brl=hFJta=kok1 zY@^+YLNWVj9lS95HRU|T9RxpE2}JS^`w=w(>aIVWJLm@l)sPdkDTYN|XkLz>{a28g$5Adf1^GD^-%ENw^B@OtVYLR>e0OET;`43<- za~RC~!GeXW?Kbt#(oQTv38R=jRKUx`9#z?Y?rj6%>rDVly?F0X-@mURWHw*fL&4(= z?WjDu0^EMZLnU0B?6`x3V!>W2=+N9Hkj|-*zIBdhz>BRUJz1UL2V)4}7-Huzaiz?~M4ODI(Y0HM1r9_+te1+YYF zpyAIr5TKociF^>KEWd6<@_OXf8H2evcNvbFi-t~hr)+=Py%$88=&eHx3WDBDv1t$1 z|M5-<)ek<8N(#^JOU}UL((Ke826|m)et?bK;pXfCtF%dFD>9L{FUaDuvN$eaqCx~# z|AlGL$6Q9HtXwYb&W;k45_m%v@Aykx(G^Q1%7{@u*3%vGwzf6#*i475=?^PKP6nCa ze8U-qSGZ&%=2NeXcCW@xFB+x{sP}cgBV956?31EI=I`JbE42#ZA~P*y`Egmd*F-+h zxDj@!1p>6Y{fFScu3!o|pWN$R61RJC^uyBg({JE=o&N(L4gEC>f7P>pA^lg~|26#J zg6qG={40zB4B`I_0nHc^@z45!V=-99H;@>te}%>bCy%eyL-v*)WV%ODk+axT zBBA(^NBa)i5rARRc?yHv`v6)Dy0*vx_{bZaEN%G&`B1J_ufi)?!`LRP;(#*v5u}6W z9x_%(e?*$C%~b2lb#Iv$m-G%gkG#Qk!UWu;WgM%^aESf8${!YxQaO;qE#zr7D}n?aEr%#bt(lEE+Kp@<>^Cv;f{Jhd zR^nI0gAKzN>j5BoYX1e&c-n%x0kbD&^}&3|s~J-GA<4rDLwZcvSQ&v_wh~kyqz!yy zmHYWgW2koYejuam>Ood`-G0j|WNH-X&zJ&V z94iktg6a!YO`W+C<8XkJ^D?|wj^`&4VttDNHq{U3_(j%`=>=fL64*Cy2(O5fYbCbu zi@%BNybEB5RsT(7S8afX-xL35#lSqcamP+7LT{=*)X8!5%npEt=}^0=zJSs=Tp?^w z#Hi*_hPUJeb>5@4HkMq+4M`M7G&4(=SW9_}PrGOtCfRF=L zf5rjpKV$`df9OCfe#QBr4(y*kaJlKl}y_3BsKL8k@gDd7e6}EG1D4c5w8R-bu~R)3F@kNUn(ei$Tcc zs7Id=FO1Mxt(`99(ROr75B1Y|k&sAI&Ut!O zG{Zf;P4uDIUkpO7IOpmW;&{a`Y2AFVmIPRaO2%3o~j`?1~6&2{0k&ZJK&z)U-Y5Cs`6MW{}ka5i67$mUzG*g)nstys6qIT z`G3?7whgV^RRsK)e(<;YbjU8tWEW_^f~7yk|5W>l)FK?XBzpeLZ}6nS@kmdA9EZEP zeXl#@lL^k7dQTsfwF)k0dlWecIsB*K_IV}UdmN+<LizBFN+t z#yS`pG7`}SF@j8oJqHK$z5&w$90o5D@S|4yEZh%3MhspW1pEdaK(aD}S(X9_xI9Km zhym@`NdTaF69eWQWgh^HM?_DafWs-EKrQ@$H3-*ADz;oQaJv>BH4F!P!4h>#B`lp( zOcnvvU?{gT9oT^Hfg$Xe>%bj(q!+9N0XJ|~pxAMJfVE>x)I59-1>>tiaZzIVj-x208Dsz2T6i##bb;Aq}cierSdqUQljmn}Ciq~=(v1m{JQC!)K?2>v%JaB7fC*a(0o zj}ah^;dv9JG6giTA1oG7ZA%suib3~jLp#*HgCXERu>6<@*#b9$cwP-yE=JCR1OSJu zp<0j(I9~4F#v$7vQ%^^VAk+*$Oy*Z*LURZpd;{esc<>FNges#6Ok;^#kt7gIaC*j|e~6 z+3z~{UJBz}nI|BfsSelY!;8ak*_|G7mNyea2B2|&=%Az0|x80Y{R z8aikK5Ht(`lNgJT=oHBnPFi-6lV>k;$?L%xIk>N5lhVFhg^j|<^D|7}ETZEVrSXFw^0ak0Bw$NbL{3igceurmwydnanilP_cyarQpyY5I z&wBbt;k8!S%U<3L8?A}r7MqAkuKyQJ?k~dMfwMz*iHC0_r{oKtMX_D3;CFt0guy4= zCm+k#k;I;xT=i3c>UY2e(~_i86{7XO|KiNj{SGA6T@j)S&|_<_DSlQ;W>K$?l4&r9 zK3$IIHLA!qJYhF)Ux~!(?ep2Sx?b=vndKx^Rec<>v9Zh#uF>r6jEfhxfz?&N3pmy+ z!_<7oxHJ1xJ;#*P0r^s>CSxiy1pEsP57d^?P10Y;j%WW4KzF0o&r+n@415$+xD)M( zPP2*gAh_&2pX}1hqHEV~E8JL>hAE^=BqcldaU-GzpJ12TMU}O}6qK8tafTd?-P6S+3tYi^V}W>AVCoW|u7^P=W+nm08$ul6XN z%H)EL0zt>C(kdq<)z3kv4_EErz5!vzb*?Yh$%FSVguG+AXyR5wcah9eBi(m?#C&)Zw>UZ3XM)*GTw1&@x#B>uXC}V` znexJgOlHeOp>|fl)TUxkIQ6i#d6qt@-T=*mi)4@XlDh?m_!h0GnPE3p|;q(7AiNH%rQ6Q3Po5D!J~)auR8 zFoW?fUa#>Kq(G;Z8Yk8~>1I}8BmO)yoRub-Dn0j>N`Jx|hZ`1L9lMsLuiidW>(EcV zkWS%eR+MHUAwgzJk8dS$3=dY2_)5Uf7!%(#J>x{dnsx4(IIeHz&UugPI{a+r-l{&3 z+*e?S=x=2r-$vQC_0N1@RcR?~DI~VODJyy3)6>^0{o64P%vO?m=-2$TNyM1ELrB1VT_D8Ep8LK$}V zR#3pl`k)M}duOx?oNurysBtsX2P)Xf#@J8aWao@-{oJ+CsC{Lla4`J=6u13M+CX>b zFwqd)@MT`XESG#7S#|9*>)6M})aXNZg$4zdQrj*Y4c@(>t+^7X@;n#Irio2P!&eLj z-8>F2k;XM~e5oCSlW!kZrgd+r*gjXj{s)PTPp+G_p z(DN1Ir5V(XnI4NWMHVk!OgjGcGEa1{8103+g&WAqW(-K1dqq zJuDbO>=vxaIR!2{r?;wVeki`Tp$P3L5y;~-akQ|9_$w`_#-6OS8#al-|zUK)jy66xg2LECm|tRE#JhEHEP^{z&9rxmyJyqA%C z-B4_uMz3(rum*iun1;_-?o8VX%%M=lWkK9{^f_O?TZjd2NUVkz+U?zvaL=Z(F={n zkyZ&N!*T1xE|^A7oF-_0D$yaD2$h}Z-H8tzv1^haC*`z4HRBnimKd19BQgPIB5SIa zeOqd0K~PpUYn+bDo|iOYqAcA8rWWpA8mAe{ub!V?S$u~&4=Q%q5ZEcfw4NfV)a-@I zKc?leJY2WAe22@i%c&S)BGFW9>4tH``1G7NFWIJKq}yz>cE|Gf+a;IF2&H`oxC@=_ zj9SN3d^fKnG#;s2K@eh1(2GUp2})whnr{-Di<|jv!y2w{Qtx~2;lVt5yKDAuc?HUD zo48!aeBQ+UI@nm8l9nfAYcGQt^~G7to%S6f zZR{?~!a(J%u-e?fR_D^iA{CEt)rXOF ziwks`r#gq{fp*jp%S%E!juSea^lV!Q!2ob@rj+!bg7)1OWsoMmfwZhLO~qLN9uuLR z3Kh&+^DT}M_rmv|ffS!;Si1}!^* zS%e~k$(KDr4z&t&l2oKH08XpEoAAU!sKL&7h}n5mq^WhJXKjf z@rw-=d2_@ zI4P%7>0oi%xf+CF@ObB=OLcssM4zZQ45l70GS~RT9xwM{Q4+&o!Ffajs*!Ncw2_BB z1?S@XNl7+-dw&m-DRtF!-d2WZYx=p?cgP+zC3s_YbH5m%Q)K>#@A*76Jl+00Y5d3u z?bQmdh)v~t`PQC({vUeg2u>WEP5fw8s7JSbDOAWdFeoj;Ihd>l@k~gF@KcxInYS|j z^n>;tLmgI($`QSdbQdiQwgt<_hcdhhK@U(sX_xNsE=8Gilix6C^Sn!n|1br2`rXkW zznv$j!+n!j^zrq9z~kjD-CLwNo7Z7T=3hsqeh>}4U;Sp-%ONa$;M%~~fM|wtm6%{_ zFNhpgf6BRQp`UNyC*_2D&b&gTXV<>D5-PSSoe%S9nqP{|3@9b!PHB4XJyYO@L)f&5 zh0@{WbK;+_FX%^|n-?WXFkgA#=3F2&e~g}^EuqCUiucwk(dr$4+C-TL{_dxIFGh2W z$DeJq@gmt`oACi7zV<6aDG}XzZYJM>>`jh%x_L@k@lVI|M-R?urjOW6oj3;fU**RJ zyxo0~A(7ZEkZ<4P$Ehg&U{;I?!;Dh+Kp~V$?~j=|-$a+Re~Yi6zM#@V@onrm?x#mu z@+{t%Rw5baNovrFVpLE4CxSxtZhzQp`VM?p7Vyb$H*;sJJEgDp;+fIdg{@nwG1ELv zHX5rcMFla!BXt7?=jJtSt24AYiftRmJ6XbR{@<*c@?`8YA4TK40T>EF7ojHdzl-?XHTNhHw3#0!fgAFt(AP zmf64)ECdJtbS5QEB$dJ^`hJCx_~TUN^r%E+fQP!i`*cPdqH#(neR#@MBbClfwHf`q zfr*BnnZSfin4{MC*KK0+QA>xVE3Vsve#7?b-6QLT&QSAQXRFfM(dylr!NSpb>Tlat zU1=}0i$C}WU*Tak|3>rm%k_rv(tP2ER*?cH9hNg1qk~}r>>OqfbL_t<4bBbZJ#lh5 zd-4gaeO2lXl$BjykJb-2hF7>d2oPEu z8jjx@t&J?lQNO}8FV~O_66dfe?H6X+c46l*eJ~JN5pMsLcJZ_JOi1vRjU7UsFNwR9 z59tecBb6`UDt(o7jw0oqNq!zIg2;(j7vwJNzPWHre%oqS$jDOKW6-}ArBvGzpZh6d z*ZS8SwXwTP%Lr1=N-zv8%UN$f-FV}Z-|X$ML+^pJ;p%-kbzTW}`{NoTS??!LUs*57 zr{d00b-tfo6Nr!G(FEI+$u`n0o*$(MA5h1lc$!|}f2<@l^xz6=%VHhLI0rUv;j&f3 z0$U`x^+&4cvTv+?-M(w_!F;D|hi&MK*l6YOrt?>DGrTGul`e05DYdC0eu(ZczWC98 zGM{?&>viXPM%Ci_9z;m)V??%^1R-~B_mDHal1`~mCQHm#p~LGnV*Dj~1y6tavbS)= zBJJC=58BdG=@M%g&I*ro)SfS!xqyM2SiO-nOf*L9`p&reT1G8C`t1>k>}RsRTZ1p^ z66;9ORYy2*9&7u1(S}p-I61zmVx}<{PHNs0_t*WT9iAgb-N zloZuU;?zrElvt7E>)3cFcE1C6@Xj*Rw=2|pM_VmHMu*liAG&(3&`^`!w%QzukUp4n}ay;8(@eZFpW6U8by%3ZXDPUbPEk$EcjRf*hnuJ7UU z%C5L(L$TWTsS>(fD|%8Udx>fTljK`0N@M1225J#eg-v|?c47+To=dJ0`|KGsiJIvX zX0oi)O2iVARos<5zR{I@j19Mwx`T^qw8)@I)l9DvJA7m@`_^gqrUK4<^IGB#lyZL6 zn#fL_L~|jRQ;}Tf_-t`Oo__0M>xU46LYikNUp5gXgBHomnZSoo2_zJvkx&x<+7&L1 zDUnB{X3#&qAQ+f>Njs{62=f#s?+sW%dQ>chF}r@>XSBt5!^?Apw@x&Y-NSY)wRh%; zEHug%Xs%8IhRGf9h_e?9|5w%3*PJh(GxvHP zRrc!3X=1Y{7gHUv7zQK=pO~*)pz7B4OggUPrfZPlHZwfp(IFk;4yO9nNr-@{t5hgu(8|cjvEke7GZ$Z$e!8io(R=rY2LOX(CsP zv&O`za__5~ea|QJIxfI8bkOcB)vh+9To{ zEN;@5*|CoK9p|Skj&W9o!4E^WTAo(Av=kh3j`{*uW@htRFWT2Pzc+q;Gs0AL&~)-` zVCvij8qX4Ce;MxCV?n(-_5sjQ;}R%Y;Kl-XO`gexY}IQ!8M3v6sau3O_+sX?5-&gZv2Wfe$6NDFtZ>eS--mPcn~{+_ zXC&)Y-P8PMLiNKJwl7ENJ1k>((^C zvJhcEnc!f~&bd2$Nu^49naKeo*|liL2z8Ulru6bcNzdhp2h})aq;qnKWO!HXS^BKLwS@I%X30q=Mw$-kLw>NQf|dK7c(|GhQ}>cosPjMIwULm4O-q*vBKR` zW>cW4E^jo`e*IZ}Cj)e|-G^*I=v3cjMtqe(F>R6WfMJ1K)W`+19PP+&`8CAiVz%KO z3ydlFHuT{w@0;%q#h1Y-c?wgPvIc6>7-5N*%>ttel6VI$Zrh$#9G931&AZe*)|1p} zSR5GiF=s7xURI(p2b#R07=L$GE~w|(COr$Nf-qU8CMw+SXxdjAr^l_K-+^UKUt>1k z+BD4*2&zvVzJA&W#5ZxKJmJRU8cVHhkbIavwkf;^N_u%+^RcifZ=X3U;`H*TuZ*@d zDhsPZeoBe~sq2zxkVv5>&U1_NCy{Qw+*@m1Lc7|oRX+@BL!RGk*n2rrtJds4qnbyV zO_BVRoJ@tjf2xRRtpBFIL>KHqgENH$Lc21IsZA1f{(b7=2Gu>BT)56=cg1Wmq)-t? zC6zK1*SW!E7#Wrv`&91y#K3yqci+idyY#B754 zPvpnFs5Pml40`dlCV=Ci-_UBQ%sshpPHmb-iy{xx>*|s!DR(Qc*qkHO6_f6W0`m&JnyjVJuS+j?MLu2<+Ld=V1MJhe7 z2H%4@F3FzSqQKa;RgVk*96m(!dj0d#{)JHzbDZ++Z;e}iSdXIR0$z8Ww?9!|xYHaRpTTr2)1m3a3|e*r_h%~%ehu~cw0sdfrHZrj6oL2h?a~t< zfgFv2$+1x?>G`3b%_ZG#&Ahnt^s3FmRxKHNsdWX@G z(WctG*zi0Fir%`Rip|wmn>rcYJ)HPTS=yI)d`jy}S_iCT&b(*ma!p?9o95Zh&Bv>M z|ACZ3bG7S5N=$`oqi;K_v2J(+VkEYBfbH4wU}d%E>dXTpCMkXQohmP}2BfxJN@jhp z#~{VGlINyjF=oG2UgI)&^F6^$C@^rPF2uR(S#h-hi}~ZJA?W%sZpv+QI?{|Bf%B3z z<=UC5wSLs8$6NGYJnI;EJZk#bxMR&dd*uVZ20WKsk%sxI&RO53Pp6~$WZP$S}d|%iX;hs-Qc}_;(dwqBr{2^L~iFt+`tG` z`H@RO1d&>r2G@&mzu-`eG|{opFx#h;jIe$3(JuuObKB54&9+EFR>FDYt7OIXB*i*3 z5(U%P3bpJ=a|V%p^~9G{$a9)ufb|xA87qxI680QSvpV{G5Fe z5$R1RXL9y#tpx6OAocX=0xh!O8gE78Z3F7C;Bf|Oeo29GLuPt?6OZk zVfUbAJf^3?x}MMcPDzq3U$37v^lec#<6EDr(ie26dj#k6@iDHV*N`YsdG``at9gsl zwdPk9v+IXZu-}1ORo&(skFruqzzprDxE$+^nTnZ?6EG%;@%pNyy?-`hBbB85%$xhM z?Rn|Xsufwt+OyM4Tdo*Jh@YjM9u$A$DgXXrXi-Oxo@-7C0m8wF<~n;{T}eRUN@82C z!D6yhF;ycGec6e+94_(M+?nNloU4OcZZ{~m{Rh`gcXw+|ADj8rmOn5@8X48( zOjT|~gXDp+%C&7~CHX`!PKhY}jZgtgabk2TH}a=T&j-%Qkc#0d+D8>56bY=z@vjAv_^+y>qDfJwPS!V#rXB+qEz_E< z(WegNL|ZI9sU)gT#Ju~8LCrfkz^9zGdj*v*M5~6pchxL?zl9cv!6T?ZB{}yx8>=>3 zsD=LIGaC|xcTNd7o(lQXlcLV++tB9)i0 zVaj|jemI=rm_hAnC9823&Gjeki$0EY#N?4vs1V}^%Gj>k4fKHx!Ut_pg8tyA7s8gk zZ76TQ4|GBqXPv zDU`LuRM5Wo4hS7Vf4jNTPF=UMmcy#LCtNSlk|D#a(Qq~paL1{l1R znDf)bCGt~DE$qf zKD|cW<9ktyup`Pr9HjZ%jVOJ8Up#NIV4HYuUY$Yr@pGT00mMgfrLSkbpZCkj`52rS zJ*A{H5Vda``&T5ZmlLbQgFVbzM<#DT(UeSXjQigz61ihp{>)OsaC4A@{_W>1qBv=B zwQuSZ@1BjBw9pb(ZekYdux=R8y<4X?z1k}AiiFBDMKTiiN}$KqnO}`lphhIuRlo6i zYEo(-+eL}RdXk0rMse6vG90ux?Wb1g#8u+GBU4SYZhi>D_}Y85C780>@$zRbYKKN| z_Pj+xF?-I(s|!j{mghDa*XU2T{(4m~Ssw&fl0GKiJSrDQZE!W!>nxIyj~MkqAq`Zw z>8Sip#y4PyyjjLhyLgWut&N79SeQUA{G_2V&2+QUah@K5=X|M-`K6Dit!XH_ug12AU9fq?W$3IZLbY4nJIdiD`GnFp=?RyIoJ5Y1%eb4c>CHkZqY|7aWddW!y;QhDSA?o8#|v>K>2|#kvHDrdA$+7d&4htNV>Pq=r}GjR6D>nzl6|s&RRT2giw%|*m&eQSKs=jXsbD2 z1*f^KH>jI~wwI-H^0)N_<%nq>+6=6~r9Htb0C8#XyAF#2_Xrh~Z2h1a)wdtvJl6O` zAGbl8{~d5di!F0=BX1*@P#O?6O+oh}TR!$0^NH$(gmzP_g$>?@%+|H>k1}kLxwsdP zvD^wg<3Hq(y{I>kale@^HhE^~<%2?j0I6LWElkMtB-48(lD>!g7mBTyHy)0Ary}xQ z(WxicdOVZGRuX@)+cWPza3Y)@wx6zlg~nJ<#+aUpHn?eb&5d*j!~fKDgI$nNK4&?8 z1Mf6`TbNX9xCWDsGY6){w)s{{Hf3@k<((orHHb|y#(JNFAPL>*$)HEE3zN}gO9s$5 z-R3)Q;ewDnewjP3gc_V>Zu)BKNtw`1YdFg$tSVAxef|2wY3}c(R={uq>KSY@ z6N)YdiWg}=^pi=4v=^(SmNkb6Kd-`nBt%-a@kvYmqnDLOf6Y2R^&0Hh;-do#k zyWSg(gjHrm9OD)k?GdBN`Da?@!mZoo-0*T@rv|GQF5f!F7c)z#l+s?pJ#90{aeuI= zmZzcU-0lhJ=$A{ckC^6=5E|lPb$OB|`SK-EUxhe72FtoLu&-(2Zmehy((P?5-+{W( z@<~N!{hmjg&r7-sr!Q0U+v1eqO_Hj+3ARaU^`S%SxVFq;gZJER%fvKoVJaaqE}Adz zPBjp?IR*kb@f-~L^$+~Kx8289S`am^u9e40(WGuDC@PERYJO}9C?Ylw7YD+dN)I3-lmYsW|O4d(ME2IZt0wt zBAwO^bvZSp*+fiWm;fP2~ADdIa*>Dcm z^3U;;K&;mVBTcvSe3lx%mm=>e^(ib6%8-i8TS{7tw|KyOEFNclhEn3HMU$r(bew?b zX(5z#4N0LIte@Uv+*hbA95UzAnF=_kopCL{lC!X~K-3I_nHE#6UBi7AW{^^VF64+|Z>CqhLiB@6Q?#;wMr0mUB!h z@Wpf88!BiWcHXB-Vd~{yxPrq|=@@peFUy1&;}3kC@AP!<_OoKq$xgBL9xM3{P=#rr z$5|sN&f0mWu;_AmSw0;*(C`?pXTXaV!&<(#cJ`jk9Mulbw|bO1`g29E?an;Qf(h==Q2uZ-&?EAUq7*x!*$u%zd8TveD|DLe%z$tQDa z_Emgd9JNUi%$^n5Y1Gy^#D<5N=aS~JXLFP6EkPp;7lXdhUO ztn@F&lI1%mcxos)`ddTj(s4l4XWj3u=eREmy)btx(+%+kmMqb8fi);$d-&3%WwNjOz zDSe00AV1C+Ehm2QJFvdpUA1VIvA(P1?A&1eew5M9WOTf3-MFhMnfhACGwA$y@9r3G zVJrjAjfn3+-Xjg8G44guidju)|8gIRexKRhNz(jnvLLfDSw%(uoBcd_!DLMsXZkPR z(Wf$af6H2%@k;m2`3CvzN1OYHENm##y4aP$$dsv#8x^qZ2O&%QvLBzRchUA!R(mTG zGSE-HhCq{XT^+}N>h-is>UfHfxK%o&zYXDWha(T$Q7B1}RikW~>9lg61PL>Tg5iv3 zkc{&&0^=eaCy8yWj-VQLEGoF?J4B^{$*@H5Q^9+8?pyPH2d-}Lrtog)eh!)yu{BqI zfZ>DnTIv&NPPPD!mT#GGtyAeua-WYE7-F%*^ws_|+&rNzH$YFBY zjf|SQWH*=1coIA{4&cPLu}l}=DUQ;9x0O1&TW)oWmhJ+@L|O7g_mNHdxT|dOZS;2P zoL}iRSe0J4Up~R3A}GImqCresfrvkk%J8yO2sr`Hl4erIY*Gfc0m3g0qcV*}WzRo; zF%T(v`~}CUwuzS2F>&@v=zUS6Zs+g7>}?L?OTqQ)u&Y$suWOBu(QPxeSvVsTt9#!8 zf$xA zb9YA%eeEZa+Qq^+Dk%^sA*P7;jD>Ix@k&l27egaMQdhGRgq5dvnAbWXF2gr+ z;%50BKeb_gIBDk_b%Wyb5Z7y6P9S#{XcB~*YhQSnS6#rt;H#Q^cj)fLs}z)D8R`5x z#orn}2Pdo%$>`hpx{HRG@gQ0jw!Z@&x*Gw^qkY%YANE(K^R4^HiPEQS)v!4*y?f}U zyOy4Bx@n4AArY+Cg;$Kh_qJN(tS)C=cW+gWP;4IS+vaT1g#7cYk8F=^%xj}RVy89s zQMg;n`PnJ_RWUP-r7*j-h-z~G94ahdIkrtR?cQbd7hbHsmc*a(Lmw-5=cJeFajt@y zINQGVM|kLd$1b~F#PD-=&A?25V!(02ow9b@HMAe*NQ3_o`pEV!hnCq{{bx#yr0<}d zV^LdS33I`?i46BYc|!m$HY)Wh`9?#(tgPg%@H=^J3KxTFA)kdVu&%!#jiUyGw@G{e^hxr5>5Pn;v(=&s24Gk#T9+#fIoOUKv$AekNy1AykvBDm%@n zKm_wVCM115(lrG)Al3XuP8;3xEZgpg5wY`7t@F9nuS33t-x(cA&iYhEgvHZ7UL$o~ zEQad+vvkY)cbBP~P|E22(aOgZElMiiw|-3JEmn3B5E-neMK=WZ@ST)>fkPP0us-`7 z7Ncc6a&K!4riIVI&El02K*=yN=-a`VrqA#q$esJ@7Wz6#V&~4! z=aW*Y(TUW8-`(T&=l0JEpII&Jo43y&@lN&=hxy0NNzw&{C#B6j{c3_WN;H5+NUvt5 zz?fF4lpL7oex1?wp2tI{*KfUm^JIm`S#zeA%JpiiPPpBB+lw|;m1AHW<3(ll2)D}Q z|6}hhgX-9}wc&+B2n2U`4{iYx2o5W_LkKPlcXxM(;O_2$;10pv-JRf;cV+MFb58cX z_xIn%_F%0&C~) zsUp4|y>Xlz-Fm?>7uQxawxsF?D*UPvTLb0$6Sy78kXt{oYK*CH<*4a2{Cw?CK^ATp59e&uu9Ruv6Itlv4?Sdjnx0x%%>uc z_uwfW<`2pEmGPy?%xwb-H!DLAN6d5OfLk+TI`c?E(U6T70?6qLV=>x*6vwc|*lm3C z>iPmF%RpIf_9^eQQ?LVCBlhCOd!1oKi&^`+_LohZRq*R#^kyoK%R0$|`G?Gv#oU535hkdy z0BZ^OZz!hu0&YRQoDClLYt;u}3c&i*{`m3vD%tz1&x2Ru^=T?Z&Wi;1U0YYV0@8!c zrcMc+G&so<3YY{MS~HAuxZXvtWg6*vG>CGY;9yr3sKmVB(go{EmPEwshqbWO)DfsW zNKxXk)u6Lu-p|*ul-JxEoJsyc&2YOALsi1;4+5iAwMwY{g*g$VbR~QZ92KT@6WOig z<467+6jX=5e2YjfAcvisdn2N-^x`?fv)hLMBDzWf0(qc z2KkmSl7GbyWaWk^gQi2@m>#bisUY$;s!ex}lw;Xj)s*e0QAxdOi@RO;dMp#0kOwL|X0viZf_bY82-i#pGN40YfhJ%0b8AnAu@ zJgw=Q6kOOGH*`qYd|jbgLRHL9^*w1Pr+|Zg{ z6~0+g;KEKiR{y_@#*=8)`B(7^_X4)?4T;GAdf-eREjG4(@^SiC2Aj_wtnd8xTfIDe z2|ihRPGVwW>)yk%jB17BEMOHE$BQeIImiCSE(zN;#tX@O^I=-?zG`HQ1M{6jT5-`X zFnR8H*-SMzLBw^puGCAk{XId-I0bcjcgj}Jc5<5 z8Co_ttKe$ufiOQv@uM0cND?)&S`=g--8-ZK-K1#> zf(TT1fTsN(ie-84pPZw{zGqkkQ_fpS2R0vx1|<5gq>#iuI2Ttv*sJt!&xG8m9jZO% zD&;;)5Y;hkzN>3ltK6^D+&Hg!eGLLuPpAZny5-gxJgc7SwI$_A$AUksBrOnAGbl_# zE%G^^2~yTHd#5s}E?>%5hHu)`M@x!(`}1>^UJ!NsJ^fBWndQ828P|n4M+wgDO%;)k zTu~@sfK>(&*$U zqjCCWQwW=X#qqu)OnO#|DZ8eYfy2K7Zx$bvIGxKtsm-X-i5oY3I>0!g#?Vt@xpcGN zgGh~@O5jf`HB9mh>uKKj=u2n}5D#bA`GWA!4BF%u%5BitJ#nancW0&;{ELyaixU6VV)xXEy%t&8S?IFvv0TwJ9562}SsbAAB3y6jE!c*=`M)<40EzoJW|uvFZB(1jDxL&T$0dDUUZ zk@EQ>J`58wbnM0_F*;F(dg5I!ySMCMbjW1zAN0q*8v5%cBN?`E8Lf`&?wq zjcdx$e>t@W+`JGR#lbYLB4K9#D)GL`;IBP4)P0*rVjLbsoj7Fk(dD3Vg2jfxa*j;i zS-KIVM~{iW&MtuO!T1^5o1V<=sLRsbH!1jRgsMLQ<}_-F)UOv$fQ{ofz{dHkNqsTb z2K*yZKgJO7?jvkVk!r1%EXa-%_x_7CRTyY%#UggH&+56j;RnDnRTh3PNVE>jFsl1o zl=0W%>Ysf}X|7tEWQl?XUYld&O4)<-ijbWp0`dN)snzop9w4lS=xh-!VyDKDFG=#? z80ZTyHexk`R-AbV=3L1k1ByxApnrCDmSZo%oM%{y^UuJI~t~C#XV4vTDMj)6v$-oQF4b0qHn@3%#5Z(7vTS(vJR^HmY`m*IaUuqab z7{ABt5uUwFf=7kYVJtzL`vVXYlWv97Kl=bLhrk)_r-T1>5G-dTZUPZ}9ka$mUjnqr zB#;*gM_LQz0+HSLEM*#~Q%3wetf*=)C@3iYPoZ6?S$L5f8O7Qp+%oHn>wj@flYZx2 zNm{-75>@RI_fN`B#-Aaet>SE|X%UfIx@pKD~W0$+cvpdh1(FpVe`y%o+4B)E@y(*13F1MgIa-qmQf6H=Gailt=S+~ zZZm`i8W5F@W=;;zN_DpXlefiF+>EX=5(_)WDl+jMiFE`@Vz!MgR9#Mv{Srnll~PIY z0ZrK6V?(}}y60nWo#x@Uz0MjLUK5x#1}=oYG1MU63`+N89~~040&$|xdge_w?&Itf z`XmLK;-kBW!ptHyWMIOPe7aybSNhLU;5hC%R)kLv%q1tfh)c?8nppGkc90a%bUdj1{^azoU9bXkBd^_EnF zlvD%$089*!JrdkBZ?659%d3CJ@iXU{4}&Tmp+OHpuyP^S1I#k{D_MyzVqRbCmveTO z`g)eiQ7rI;%xrq6vdlL>ARAw@FI`uQI#i}~%u9EVjWKJ4vP>80FAE~zn>FlxQRs{* zN9(d4pC$d&h*?lQOwWL5!?yLVA>&<|mx`~rHYG(}9dO!lc7d$Y`nXBde2JFVu3yER zm_`g5q4SG|KZ6V6PIXJN%pEPg@*EnKYo4lIiba$!kLjs}R4vqdHD$j@ck|*>b@K#t zf-6qp@lf-dtkHl5+>xh~zUC8C!f{&1~1;f4$;}F0kkB3Zs?ssSwLRGh`%%{S)L7pIq{JNOSiD59fF%fj%iUS!vu~|)TxpgJ zWYmw#Z&=9EAm?QV8KfiS<%_2eT<@tc*Rmm+G$bREpb>DNkw>r_qfv=9-7iG1`7=IP=+&!(XK5XC5tC~E{l6G zNQcRL8BH=@c0D=3XF_V0)CW~dn@V5R-kSb5K8O(6wf#(AngK{U#`PF-!AOItUek29N2?d3+R2w5)9)Oj(0Obj*-h zHl~AWHBdy3hf>(`@yw}mBRQ_Yk{00we618mZOx*UTQf(!U6y35OSAwxWGhUYq-MpNixWqX z@G_n8MYdpaBEERujL%(Zg<gI|3?=2%t za)x2Xv)OqlE2L(;KDYY1j5Tec1$g8rIAtqSVUn}{sj-xYfRl1v5xo9+dM_p(%xV_a z#l44Cob-JS*)={!5T3_Uls0`v=DXbrr*J5Q^g47U(a6$(Twp-0QeP=SAv9vJ^PWWg(kw|qcbNSR zJ3Q;wH$dsk*^-pCfw5Q)Q?=+Rm63&H;L@vK0R2y6H~&9TNp3L8S3dyR)X_zyh%SIs zly5UwRP3*7L9*Z8kONyjX3vw?<{Rcu%@US-7v4R@(7whJWv<78@<_8SZAu+OC_|Q* zb#fT%4(qoT#Eo}r6Rm~`5jEvkum;}p2EQ&AAN}fiUuO)<#ozNh5acs+)K@mG?TQXo z;^83t(z!lWeY!nI9y24!F>Q|cqY2Le3H9BrvNG%olm`pX5jd4Zo`lfYlxG1wj6|*n zCRd0ux%U+W+s)p!RLpvMxTQFKs+1+Q=&AKZ@U6fO&pi_`Ug3>B_V=*ZA2>#^Te$6o z@=WR^)?!&zb*^WQnkj{xP#8|Uc*+`pZuLY@u22(Q10ekluE+op#&v3%u5H6uqqjuZoO+ad8n58pq zWR%9*vFHo7A-@=~ceZrL7bW4Ik!|iH6&XLR zggbPDapNbnpEI(!(TuYmB&B{ArizkYnYz2DQqtDfpVA;hEm;*YHKL;24AO9dirIFG zH1^?PRV%h9>`^jb2z(0jf+)Y%-pDM2S{**ym+{EIz#jXZZvX~=UKP4G^JP&}&ZNZK zK547>~l zxfDSU@Wo8)nPY2RHAzJ&_*0gHx-(JF{BQ%JEcdH=hmStJ=Jf(uOM(`YQIvyVgRw;u zerMq{a+=yJ_sd>n45dlrw#?abBhRcOYo8v**uqAHV>DZX`}-5zU(^|}gWfjzs_^g7 z#xQ;m#j+1q-Kfp&mB`7Vp%WInxt1O`p4f5-{nOLe25qn6N(!YCg}I4U+=yw%td*C@ zcwHA7<{;yWU@L!H<_?woykzNIhq8E zK8PO2YXecLJKCwWb<5n=l(ZK=$gHVz0Nun9AhY`)`x|$dMN+3!TZ6P zC`}5&HZhLlsW%lfS)^u`$|hPO=Khuhv;spJ-@V8Ey8N=-nUpP4;Ssh*@RxRYNRhhGPF)ax#|zv$ z-mZfSvw_n!FE2Po2Q<{_x1_K4WKt9Az^&QYPCB7<=a2KP!(xSZM6j&m)&>gzL(aOM!fGMh^%@Yqvu=>>Dc+or zT*Q=jtbKK(LMfNLNl94Jq~RgGxL3)m52Pu@FQ)7|PXJz+bJhAKp+rkyz2UAd}z{^mIi@epG!B}hbQOjh~{WssFc(!wg z;-bDyPUgZrx<4@4Sp}g#wK+~GJhjHW$NwY^9JQ-}oBQ*dOX`78l|!3lMjJggX;W0Sv6+YPF4YA+F_)f6E{(Jm9vRld(wJpi zH+E3;F({_4iEM7EB*#M#f3d<#rQ6S8j)O2xxiFKev^C&p`~^|GutS>9bRCc?sRfrp zY9=a`!QmJ$!Xk6-$qWr^pe|WOZc%5k3-&|Houc~0+rCWY%ICMNwZsEkaHslG7D7dS{g7y@^1jlLyW1 zP}nLRuIy*fNQ|DfB6T68S0A&&Z9+Rb#)&B;Cy56$*2lzCN7U~W5k4Vy}xLuO58YF6w|`E$}$*>h#Gc?^vwAkAq|My}awCK(em z&YTYtr$sY!T%?)XHKKE>PuuWNIMOJlA7ZNpU82pe5tXXu$z6WICcmg;0?vK`h6jBi zUP{_z_N_meE1iFER{*B;-*qtG;o20E8FO0Plw$+Jh_K0*33|EI}1~#`?o5 zgZ4>ISL>+tdQWaj9@PFa`xb2JgZKz-vte5OWF`8I{X=2qB(jEuPwG*@FZ6K|0qcpx zlBzkFFXlPv6~CA;UvUA|3gV@87PCU&UYoa0TGo-uqk+@eOCb9|b@9Cc=ar?l@aBX% z^way6HH&4&MQHyDGqogs&jm4d$7hkzm>0yf!q?+V)4qx&xEJcSDZ)Z(!mL%z#t`CO zA!`#={Rq6L^chk04Or_6C!*JV0TVM1A|H6Q2riQmZYCa_#|Sd3W1|iSQ(;56fw-uL zyMNmyw?y9;GeV1FSy0FFt|ISXKsRFTDYrK=@4gGRhDESqj561A${Gm6{X}8Acr43k zPOj4uPEOGGu3Cdp-Bhd$PDM829`HCgOhV3^K$IP}y5VUu~1AR2x8z zT1KOAV(G)<=mk$GI)-L6Q) zQHD&-FS$rh)T`wy2&@`6s4r{<{DRIzJ)XE^=I4>dVqU^0jC~3QL!|z+2EL1h95f6M z=dptC*tm;EFQh5hxUl&2A&dV)=X7{2FS`!d{)TP&0Ldl62wwz9Gu@zGArMn*4bb%zvRX`jdvcnzGQ{-n1zt z1KUrgI4#p!Lw^t#`y-tpLw*2wf4>Wy_6CZFqbXFhZ5^k` zF2YprQ35Hs?f4_B-)!k{2SZl9^q)2 zOdt~-q&ZrP39cI_zD>S#fXEUY_IENdR1NOOg)nJv-KQ*yq|U2MHd579!T)>LZRLiQ zi*T~ZldFc3#7~R*nNWGAIBCUaa^%3V;{VVNy?$&(8(n&>YrhE#M0>JVr2mmhy!n(X z4n22+1f~)LD~u<=#qON3|8i9@IkWS? zEDan0T!*zYlO$ z5`piExW?V2(R{Vz8M+O3T(|Hg7tyzA>?LrnthV5l`6X(*q_O!cf~q?z=e#yh zL^S(#&hJ#dy?QeDj4Jf8IAgi5rlNc>$~>_xt2ceDjXNp?gPWf#Q(oL zMRP%59;}>nkkaS4!uDskoXP7}uD?X+9yzAAw_GyUdi+i%-yRJA%$3~t_4UfTv;d2# zd!2~(2Gf>Pw(C;WIR)pHzsWu)o+gK`DtaW)Xx=dS>B$EHBU^8FTs#PuaqdQKwc*)W zup|!e%YW~mLeA(aIZ1G2Hh8abV{1{`ReZ`8oCLPOS(4U=?P;0wi)a2Ks0~|GuN4^_ z$EPP)jf@(PUWM(kdENn-UH+2XuXOa!RCJhJbF+Lh3(;GollwLl>SviOE^i5u1D`@^i(FjLG zvx^6!@*SH9%!~a!vwt-$g!6UJJIZn#`_70)xd~B166m;akOxu3Z_KdoGPnW2Iy^dW zrIB1k?ZEMPIROqTx-_|d_-`-FFK>P$W4come&KBKrSE*&@%zT+&~RiTe|?P84oA3% z8fLr@Zn=1oT{!)*|3VXUuFUl#SX@1>;3V%fGO4g;GzQHSaIv9ZsdN7!b$qswE(}+k za-l=U^dV@rZodwkI=;}ourX@t8Xy!^Qg@Db?T`9b>iA#92J&K25$le`z!LR#iIaAD z3T8iDl_MeN8~QV0Z#@=Oqiz!-9h+*j>VxCwmD_R5MIsrAKXvHeS}=yi9C}VcR*B8wHxa1Xr&c-e0+&}@ zzYB>4KvqmY4mRiDl@T~w{B+Pk0___@k>GrKGP>-RpSax(F)|@I-(GKow3uVBaBCq$ zTM0aXl^bLy)s0rCr}rj*?lOO?0T8^YgRZv>P1g)ANLPm!3ua!UhV&KmE&iiofe+O) z?CH>I=kX{s@DXV>vCV%m9X{n2zwNarVgr96S4Ag25epsvuo#DWnGc3maYv;|ReJgF zTCp$*E*`H`#3@ZEz37DG8`(3soB;WeTe2Hqh3baj3o~mkMq$g z#kj6$40k0;(YR{h4+EA{To*Lz)4pidM&sdH5c|*T8MGPyKHaYVp>?KUO|Sj(RaSV8DM#%YZn;)-xlCjg=kX1kCpy<^OXKmZrMcEA$gw{E zkgEaztNEkMl2)_(^Z4m$1EJ)=&rx`|`}{@0M&}105}NOGO0&Yv4Q@>boG0B;(H&<^ z7Zla(1GVKguyqQ5b{$$D|6@hAFamLFDSY6Az=usqJL|FLOM+3k_y zb)YA?Bc0(h=F*wSz~_|sH=cMFx1{>tQtIAP^_rc%8)!Y%e@r<(Yagh3FtvC#SX}dM z3wJD5mL6RNm%Zprxio)_SiL5rdqfd&?0iGeURAERC;<=OY*MO+uIH}!CzLYzi-P`?^WiTr?*}VujPea8kOR4X3(L+thzmI=Q z;NKGXUnKz!PYW{i6=7jhGHP(14kfr0xdaLT5&{wu8XgfI0umMy{9PglNB|TnS{5{m zP8A9|Df2ryd2bRjRzX<>MP2LcY8VVQp-(nm(LOP;

_g9i8m&mD;;%)_;{IM|cbN z)-Jcg{m#+rcA0D3q&2_&`}ns6{w;z3O%h;egW|J0{2pY%`#LK5I%DUqy0t7Y``M8C zuI)~hD74|OttR{U+45+w*)!#VmuYq9c_g$UwXg(pLG~^`^7}CHZt~kvcF%O<9{|4b zXXl*9?_zg5|9j7i1h%gzcDkR4TfB|N=Ve+kDVyTkaSBa^{;Wf1K)3xr=ODmIB-G`> z=bPwX_RxC_oF8}i&R1^FK$$dp0D#-8(wm{C`Ho|et~VcehX@|Qoi~AMsinO(RYR9n zjcfzV7sMn#0GoeadKHqgd;1(UWmsw00z4<~2c}_L2Hq)y^f-`XIut<^b3jgCqAWR? zOn3l@idkm{sZaD4x5&S*+mn>jPOFu8$C|Gzr4TK-8w0)eoe|qH5_waW)}*u}p%R~y zPq^*YHF46UIAjihnF7?jcR3%aMu(6N$q;JLGE}CgTzv#pBOevQW=+acJQ(Y?C-fl#()_@C|1J ztF|6zZq-*%Gp%<=wI1GY>~1=&!_u$hoqdf33FaY*VZ3gWEcobXW+g~b&!^n|QdoGE!NH$UjqJ2az41zyW>W1EoDGHua>IEY^$Eg&G>eBlb6D+JH(H}B(S%~D2x&VT6PIRdL zK(VT0$q40`b&XgvAYsBzY2i2S=+aI>jBN*u>67lNx&pjf4oZp{F%5Ou66w3DBCU%Y z4;i7K%OlaK4ab_|;<(@guG(M_qY70bF-J zRNDy)l-HaI>3t)HbvwGmE%^Lt1BaMri^NA*|TqZyPI@j##}u5 z1L{;p7_mPvd0AiRW0}e+LoW@7IDxs$8ypB|RbLE7yqj~;Je@a~0-p~|EzQ_Pnb0LkM$K|ho%e-_ zE0|Wq6<_oNkSRF@X2Md{>&m#z*tv*pr`O$#8suCe9HQB`jXBXM7QSyeqczDid3(%0 z#-4GVY-~Rc;aa0W;tcERyNf;x^<;DQtbX`+VVPn`jPORV&Xs2#{PQKGuvq{!m^zsu zweBku{=6Gx)GZ>$^{vvR#2X4uhmVW`uVJQIR8Hu0jlCdJ67lvPnkv}iA10dUx-pQyx>{gH8Lth2+uI>q7ReFO( z@gAsnP{P&uSh++f=5;%&Kx{M8Ba`ovxXjm!9{}*JJR|PR46+4J2vfQNnn_2x@}w!; zEb#VrTsl_kc|Bw7^7a8lo6UG?0C-tYB60k>(dyZb+tX?r1;s=WCO}xUv4LRGkN7gy z`5(P}`qj(iV!2^yzWix)>orbD{1QcO8C3!wm%e8)@b2pNmhCj%erM*Az6u292&2NN zL$5+`k{q!nL=}|4C-WdJmOv?$DLqpr4Pir`h^2*T%w#i&nUM4W@8}ec#frqQ)ex4U zHgxoq{LAR3^O=yuMCtvVz=|k+NNf*%hT_mO^Hylx8`|C%q8+%;Wup5g8Qb9N@et_6 z5MQR`x{38E$agIV9$lR}{2}t66X7orWrRy_a9l+giBJ?ri1k(YET1Fd7l zH#S$Ns#=>SJL2}lZk#K(bP!e`CmDPv=1s3OOv-a9M#w8i9%iBS%deYopmXPY@xCHj z&Mk|5i@pv%{zFuk{NfAX>yQp{Dx%jI6Wl8-UD~ij(DaI?#i`-!gVOwG$|iAfu3oi5 z)8bXdk7XVC=Z;D^PG8lVw>>zo5I4F4+aEu&_&m=s#kFm;-Jb39$zW(-=(W=3oi|P* zRqDhugA*l{TM8C%8jC}2oytc&kyCm$UNE0K)gfqvw+P)JNA6M|*Cf^I|zxoCwSMp1z*(>2;TkKF$yv;Q%&@3j}7ULtpl67PE? zDKpxUFPXdQhY~7cmKSUi*}luoNr*G#=fufx(cvE1x8FE;k~-LFeeFO00bsovIp@JI zxzquC5S-<3UMxn0c=Z2i`g~-R4wL5%;|`e1H6kYepL8JbkH7gwF_dkn>y>kd^wScX zLY>l~@vOqdr6leQC@syHwaJ*}rF!nK#!ebCv-ai0b z;7z=3_z7$&e)j~g!^hSC*0cNMARFv3i3N9tt%!kb^r!>!!XE%QS3ipnS$iA8Z((=9 zc4}L${d(o;R=O>KC;^LHb82n-k#H&-Ai~Qw8N4f6H8|KUV?kT%1jh8h# zcs~H}&fJ6n{W9L$8VSzIoQZAe&oHMuwHKwY`ATe@xO#RPU{2RoZm`!{TQ!`x8g|xN zi8MbVoh>H%+%jhPx?zp_+?o%py+OW}0ED8q10Sy=UL9ORqB$)3s>b8obalC|`rO}{ zPp_?NzwYw6ZVO*qeZ|Ctxc2>)tHT0ut-;rg$O3VFt7~m#_T1@pMeI8GM#}rf*RE%u ztdt?NThxeCn5MFP))+2#T*eN7jEDj}#t51VluM@_x>EacfZl^URKh$bQ#q^uw>9rf} zV#mdjj*~XU(*_maWsjm&iwcN2$1YcVC?qd$zfUek&0m4dEw5|bZW@T9`_&&SvGnj3 zq2KXyzvfeb=~E5ZEPO8FgrsF&{S*RMfPo5rZK$y|)C8wRisSuT!~F)&K=4A^gWWBZ z!7zf*W2liu5tdt?0QU-A4(%HWolzKDKwsfyg`-o7ql>oT-KhmXZaedm$X8joJv`mV zSGqclPvV={keVGj_W(#T)ids%@%rDMz5DQtDiMg)QA`6hW(p5}*g=SJYpak;lg!VS zH>%Qw>!&~njE|o_bQhKfD$qh3>@)r`XFjSdGkw$fLY(ESVz;f$9kBMC%}HcC%YkHc z$(d8wWxd0%h5fSwKJR3iB(?wu`Lf0Bnq|Bpy~|6y77^1Hq7ZUYnlAW%^>No(qnI%W zdyOcN0MSNdm)zdY^Jk~5IEp6azvm(l85Z z!M8zRui4AZ0CP%^D=pgv;}yb=baC1WyS%*Dl=HP~g0usQY5DUZQ3St7K)x(Zdf@iI z1x+GNscQRtDNu+Iw2vQ}+5{J*faFG;0s0k|wqy#T__hnKl}U5ySHk&J6)3W*hL_PN zN6=ToG?j7_D%w}o+W+(pA<&B9c;hPDkcYpoEV+=Lf88y1{9G~O`94C1cUVjnER#$D zrn`P$HJ^5m0Bl&BtSOyyE<0dK{_-N(%S5Y=#Ga`vSCFPNc2UI7gI}- ztd-OOE$sZ#?Kl=Mi+r+;r*U7UqEN+6Tj8m)obeV%@^GRRa}y@OdHZjh8f(ZJ0@AUS z7-QOjb_>!9ZbZ_P4obzPuZMc@=sh4hrTvA$y)fuw7NpH~s zEeCl{-)5@ zJ%U_RCdEg73GXV^@UmwKpTY9+5}ecFR+{lz8B4FUP^mQ@+5 zk}j(A*=!=B&t?i6(;g7nyFQc&h9VP~uhN~z5r3h3^~la8nT(|T@iMaKe2%E@;~>RE zkDfG^euq~dld;#-+_hdDG_4I%C|0sFWb;>m(aLo8;xii(x)ST@L8R zc!X?C1(Fp1o}vU3-i3@u2I6)0F3D+0osJOI8IVFQ@?Ab_PON{Do?)^YdpU$X)`>Mt zDgh>TQMblECcScjjE*h)wvl9Z4voC+`X3tX{l$nv+~*aS9{}M9nQzoF_CXe}_BRLa z!nOoUJ3hS?M)c*8Jz&1@P#C)gui@MGsvD-3sunxxco{7`FK2cmob?$3TJ-4fc=2r3 zA46Kq7fi0bUG@ht^5M5jCa^`#^^raeCeb%-6mP2gvY$|ugsydj1uIUC1C#P=?F6i+ z3={oi$HHS_&exiU8OApxO{E?Ch{GQ0F!R&REDM1Qc^I6%BJKQfY6WZ|n&pZZ_8E`K z(2QD{2gXUodHOWGi+~K{!U=*vdy+Ol8@fdLvOYpVR9y388!JNYOzB?dL8z$@?6_TG zS1($cFa47Bp;UO+Lb6&}AM{KTqYsZd&LAQ_Tz!M{bri<~Ray)iigu{9;ZDk^=A<|V zJ0T%=lM3_(xf-Mr<^f(`@Kzc`|LLa%mZKpm5Oam3utPYrtO z3XW@84)J`DH*Dj%v}j{V^^;*R8vkSGYk&JnT;8<N|)r7a4>;h$nDO0N-#}dm->WhuRvkV>_GzVkO_XR*S}6p*Ze{ z{aWD)UW@=6k(9HC-Ka2hw?sN4&47vO%Z12E1;2}o=J#3lDCP<4xWS>}B`(G(Wc zrEDYXoaMG1|4(I!(!ACub5lSQSX^ykG9(t!Q4^BGFG$#H>{HAZ!MxTZFid<5gw3OH zES*-LkqeiezFC0s#&{Ijtya1>(!wp=f0N+c^Zt7hQ>4UnD>P6{cxl7cBeIhz-lUqV z!#|&{XdxF$7pgYEJ@t)u?s;(jQ#WcU?(tMX9L*PE6zaGp&g->{QIw|*m!0&|Q#Lt{ zum>I>goIO0&!O72!Tz)cN6|3hzHV`;_m}XW%_Rc6^vT#HAC&d@a!T*tMhE2Z;7SwJ z@1_5tPcKYKiJ^8_6DTYhUG?ho@rtyVrpi;ZayCVZOr>UINMKP^ZKfrxng4&9&}! zko(m7B53Cg`FVbCw+|jzI^~GX3QZB!1sEzDrko^-nkAAJYgsPS;+62R4Ie1?TNIRD zCB<&%PT=A#)eeH=bCcuNKJx7g$sIP0#9!3e$gO)iUWk(fH5MChrM%*0FEnW(^(X4~ zsR|dAjbP0SIzd5IZ?=wj!!PuYS$_C>keZ&wt19^O|EnYY!~V~Zut)WLllkiUZA0&6 zQ{@c$^Pr_ke_atP`gD*a11%54HEL1!#O+K2CA;XCWPa2f1>ztG*rz09Y+A=7B?;}I zQn(0zoWY6@pQ~S!G^fuex`byd3eNPsWGc~scnNbPParL1f0C5Cy3Enkj(wh_O1Sf>bA^NEZA zF;~9qTtc=n9}Wjs{9>Ea6n5jOiIKf}x01G=_QRBX@pREtak`|8=H#>pqqdlvX-gKt z1iLfsR24~SA^kq|^#_Gau=J!wU;p>8z%ke%Y^wnbaLv#0HbAXT1 zhkX3J7hVodU68WH$sKxnNNidnpQB>%%`)q-hu!to41*nEH}SC`jb|sI=;3-7CRJcV zVBVKS#U(Rw;e`un_=df=F805sl)o3b827V z&JUFlih|%zzuzKcuiKVRQc{Jx_$qv15Q7a5_`)EysW3aGqi}trvRf&x$YtC^P#k!@I63;kQFI*FZy*6%{_afxckn19`eXMgz&*pMKBI`Vi!@5-4 zS5!U8Ew(7oDNYS96C&7VQcSX_6!yE@%PiT5Q9J{TJZV!!EVMwpLJ7Ix#CQ5jvGnl&mv&tx{_|bLGaBGV-6KFk8u;0+qZ9PNYQFdI z{p%^0c>5}$x)pva-9XmxJ$$8RZyytkV*eSrE{*%ONg76}MTo+ziVii}yyM_Gnh_Ir z^_V*)D4(1S0~h;uoRm16C$^F~5k@<)nd;(=pC4!9&)3LNNQww}mGFc^y-u** zNPL*!*Cq-lbeW(U<;6U+{$)hIZ#;h@n~R9gRmg3z=x`jZwX^Ay?d8Ra6`|v(%;8q% zI)F7{FT$D*?_7OYn~>s7Vb0Gh!>MBx{{rJI7WgrZlB&HK2Kr{0EM|hUPH2s`bzV*j zIbR;0e>2w<@|*#ol56+rpX2}i(B@M^Qsn!6MH4h|TeQx6;2X(1Cyb}*OUVNouGo`b z%UK3vcIa4CQYsYyVdj&SiyS^>o*N}i7@x0H;PgEKsY0eX>sZ%VT1TQ@??5sJ?OubY z<@ent8)TD)-4vmbYIhePa!ru@4G@k zJ7O#Xl6;LKK9dEQ)nZQJaX~sWtkeL{Fq(rGes1f0m;iQdt8uggT9}t(+KFBy(dA*$ ziB=lMm}1%?Mz)tpx9Kx~y|#P`qo9^aq6%3~2Em99L(z%~R&afagl6W1s`f>V>lHHC zMksA?8ytEHjfgV6WHF1^h)E2OAIaW2Gfwaw7<~@>*F~4{ohIFZpQ?pVD^=)`Bl?vB zGs=<`x6&b1r=kj>so)x!^1EGmEbO%k8RDN$Ei&#lBa@hfmPR5Pz<0y>q8anOS;8aamek^cSQeow{Sg~<8sRbfVTBI%0Gc9v3XPrGb9ce34PR9bb-f|RMwwc3#cPvg z;X?ITrHv2}AWgbPg3fpkT&dExhP_5C2g`c`*;y>m}+LsPI@|96`GpZ4GxwLqr;~z+9q{Z7Todl>xC@ zvNo#34*+Bo&QYvH4{$iXz48r#$i>7qY-LweP`sTwR2&=}B-6-vvWa7M-e7!JKY3!w zyRy_nnsIA9QD5&_KPdLK_=Agh`mj+}?{8PQGrX_cTmp-K^5}ymz6o*}zH@R{>cd}p}AT~2qB4<*i^~`w4XIT&CmxHsCCaI0>*}0(Q z$Xl}qeG)=H6cwora8kAdfE3C=rsRs~KxF)p_lg+g&v~?46Zs>a-5+hvRSIRaB%@5I z0w8>Y+sJQZ`Zi+2pJuk#@=T|{W&@Ai9pWNa2vlP%1jtN8fQ0yGXAV?x#^;nARP-AW zbjor)@)YX3b?h_3x>js24f2!J^&72ziWtm6N-xGL0`D zf8qIny{}fl1JO?L@@37r$V5SpZfx#!k$U_a5KhFGf)YhZ?`6o?R9mmNSaUz8MbKv1 zTvMN}|7|7CD%7a_r1S>OCrE#Ky=oxYZMn(R$9FR`I8v}B!mPf9EGQ;IX{(VOmcHH+ z`SwIU|xJV8C)s(RU3N&bq?RJP(h>FL*m*? zy<5{O$tyxbwDBcJp+eDw%{md;b+dMH2nk2OGzt7Yf65f{2th?QaV>Uwv+;2Dd7 z8@&#rOnCg#;FC*N>2>`*wwIbIX4y(=7&-XMRP(N5PUGhCUp8g@kEW@$a7&OBINWCv zKpgJNqb?W0cOsnH$u`w{-^5&zUonj3Kds%r{ufK=4^t!;e}>yS?<}P}Ux8g{f1yM? z^0NV(m^kDuLZflgA*CswynPf*!F<=#muu@fR>^g#cm2k)N(SGrAOwb>U-2NxlTD1j zXPnZ(W?T5^vP|tegi+k)ye877RZwJdK>Nf7j)-_*>y}=dYKte|K2bKDIUA<o~J z1y+l9VVz77bz;fM=FmepS;V7&LDSC7|I^-AK*hB+={D}}5Zv9}Jv2^3Xgs(E4ess` z+#$gs1b26L3n5q_BxrC#fRNWj?#-PyZ~p(EH?!uwwQkdk?sGVtU8i>K+O?~`svXF# zyq7tD9pS)8_iShJmMb<&gArKT0Psc?ahm=y~(6ECY-xFmK9LS~*d)W+LsVb)+jbc_t{$%1k7|A4-Vji8T6AWE*S_W5dln1Ct}4D?a|b z%QG8$Lr8*KEDNQsbDfxJVmEygA{8Tp8ypa5f}ULXk^9DG23$Ff4~A zYtX|4;6S8qf;uRJN4G%8l}oH4QxV3YuY0LTyW~aq;I6T`q^P2*y6SFjOL0-YLMAamQf#V1}Sd&_<^fiubXCmnXG5!Z-FQ1X2VIt7IFTicr=h-dQBB1N`@n9&@wH%+5 zGZCg8!I425po4|VfUZ(QmQkEB>wfg!z#N@LlcMSS3fmm7Olkj7rf|X%FY%lVDkB~8 zV{QtqZvbqH+EM^oaIoAKDF`62>M0zN%&vxFs-aaJBQW_kTgK69iHY=y(nkACivf_k zhPJ{Yejp9NIXH2F!=ta&1Bxe!r_O?m(@0~Ucp{DCpqrMjAYqc4XxTthDXL0&WfDmI6U^OZyb|iv-aqyS~=>NQG)2= zMrs}e@@Q!vX4UyyfQA$fBkg4m?0JDA27J!%O;|@ETM}sJ9|i74fdgqH8nLNPDK^V) zRpH}fr@@%OEO%Mta)1_eH`E3jlPm7aXb2z!ojs;eoGA0k-${g+jW}EnL`xTiCRw(U zMjdqT9KjA%g!o1nifG8p$s+h%PnF{0U*zO;;p8d%a1f$lM=j-fivW$j^hvUj+T z{)yZxySs#fS6akX!}8scaxX}8IYt>35He)cM!Ulv5x^1^@Csl4dUQ(wMKq>G-25kd zDM4r}+x`}~fr+ImJ)pjUi0rF~CdR7?0yJmv*5JpnjrbZqBarZWc)-|mYJ(T zNppcWeu)&d`Jw9bumyumB&Gdh=LwAO3WG+Q=zV6S7Wivg1RUNRKlS67gQbrfv%Q<8 zsHK8j45&^{EaF?NV55b2jAW>nkGK8uB7Vh#9tot$;i;PSp#8oc3w=Q+GB!-0h>i zR6KZ}`_=Q8b$;1-!9Vpl4OVHNvumDWBI3Mpi_ny~v6>}Rk3W&u3)lyIqJM<9&o+<2 zUgU?!6{KSvh)~JBAjx4-{OqPK;o&XyfaOc`u#I>3QDmH}Xi%hbpigmf5W}L+f!9cK zA52;Mo>x!orl<<-<)yCLmeT@~9oSrqJ!W8Y?Xq{koQ-SpW!RPLsEARVHrk0zz(R%W z0I%@)ji^W0nla_;vEt?anNUNBfpfe(Cy&R3tMR@msxTHLt&JCn4)YdO2{w_4-G@eY zU?5Jmqf((7M;13R0~uXJTZEYZrHDOy@B~KefMzF)+ae%YVBG#?INqxW93Jo2<%F3Y zEtv3BAV^0^b#%k?1yqcNzC9E&C{4>@!Ky&=p ze*aGphy zxpkEkLLrqYwl9OyWo{c*kghBhD!{IxG^30Ix=S1}d{>Gg1~kvVz7j`c%6875F3+DN z1alr5^1f}59f-ua?`S6QO5W8Z$L68)1Y3%%8AbWknflC#=s104PS|zKsX7z{_7VY? zZ0aDKTZhT2WXwc1&9OS00yMju!4%RciHDk3lEq&zw)GI^pJJMFh{F*(Ia6)-nL8rq zxfz=HhX-*zV?NrARkPV{=!(W24gchSs)%Fc;WI04cF~rkn0F0A^qfnrrBmj0D`w6I zPs;E=C(Or*u84@#;PYmh94TnTMZr7Wa0V5WtBKce0e!}Q;zh*lD7$v~w?C@Je-zE| zA=ku*L5DaPkJI|MlqDN;6m-~jy&UWmp*74pvQYpspy1domHv|Zo+e4QiF%7pWlXrI zrH2u6d!+UF@e+~*I!>esWZu)S6g!bCe->87Mw=6r^rp<0Iyf;F2ti}^R#B_y@~mTA zX}sGnfdurF&si>$S1j#I7SM^~Hq-4Vwr#>mvY2u{s5O`jmkva7FB>`Lwmn?&5UmEz zYd!GfMLY@b?$b!6bX2cwnPAA4CQcY}dSeV%(?OT_Y|($un%xX4t4mEsrdgInu_bqO zU3bbrnDv5?jR5>wNTE&$3h;#ERb8$`#ne~wo<)9J}cKPxBU@;?V97? z6~|Uy4&FwGMTv}d20uwjETaCBJi4nTjYq3|AkWpKCCM^w2f%q)q>bK=PW<}HMMxRH zoZZW~$M{K-Lcx$%yD9m_hBmOAu#CyUgf2nlMd6Y@V+)9<6$4b=03|Y+Bp-L-F(}pn zQpj&mex=lm>QJj?W4D1PfP}g7)QItDY=J#^FQ{Af9DkU@6;KY9ZMcr$ zhllU|XuzjYa+A!dy@j>P3FUwbxh=f2Y|o;pG2MV(SxCNNhM298+<<`uE(3Id9?B^A z!D|cXjZ;ivZuvgx*b1jD10@Xj_-_E1Bg&I41N9*7A{V8cK@AJpQ%}6D6e9r|6Y5eZ zMpGwsM7_XaS{4?APfZ93MSCEjsHH4duJjLKk>2wFI947XL@Qhb;#`eh4&BnF-6X8L zg9b_0{!qvD)Cas8AF?h8iOM{y-?^qBmt`Mw!2Dj!0*hbHv*5zQonhC`mPD}8?Q_)@VM4K~(#E(xHFh=U zhjroIoz<{Isa8|<`2kuYI~nIdex9gM4N#^^QEMF)cr0F4IQuf(5CP3$zq>N-Tn|ka zep_jlvBAdBfWuQ}cE_oyiC_>_d#{PRa0VD_$1n*)ask7W$rEh@@n+wBNEnzmLuZST zjVW(nY%B&jdVXJOZV0e%R_Sk-I&XZR-P}}>>Pa`jy)rcsJ`^T|64}-90olRf^}ks# z5DRyFvACox9R_U(PDb%E0xK8-VM2UBLq=ShcF2Jhh@cL?>CNi!d~$$Mhx5`2<#<7+ z%PNo%(-qTR08s=M_#sC{6mC(QU9&B^2`YZmsh%M=>NEhDj*LI37u3MDDj6uki^aZ7 zA%`l|(;NmV<2ChEz$)NnG&fvXiqpE*i3=HIdGWp(69E6B=eHn1-aTR7KxNk5#Diw3 zsd^^==fL7}O*fN=P04^v#f8U&Aj64|wec0b2$4KPrNMF*P;KB;LJ1fhu5!^f77QqY zlmzydI8Yn&zmW?`s?pSjsg(>dBw=E-5S5U8TIBWIEC^fRI-LAaVfbkb^5Hjtqp9`w z>j$=ZtM@rLTJm2jAotoZCP%4^S5N-ZgThl>7NF4+=gn$V>^hTDwso*c@U9}tDuQDk*bANSpkS4@uE)iEDG{52q@xG@_ z2<3Tb(Rx*wJ6|Y@zG>vSd~r_nrtBg^>p`psn2h-R#0?@$nACuRNmZKin0CeIOpWzgF?MV)>5F(oXijH6KL zKHY47^S%ZK6m~6gPK-3cg`h{$L-DHz7S0RE<^JQNX4VfL5xYtg+NZ-w2!0WGiviR)8<)RL<@amfaE6N>wk@za&t?PDb8n`#r6Qq* zbFMxj^6=0ujy+=rQQ)U1u7uU-Ek&AzM`d7>vUSg*RABb=J+yG$=IGIgOsQMMZOqkr zuRQ8L%Su^FxU7f%2?9J`@meFOJDj*W#iBwff{uD5pObhJ&$CVU(1ls(6R+{)NO#eZ zGau@^dLt&O;xW4saRigb)jaI1H(Px6R-wv=z8ZE;2TeWFp0foMA;D`m^X_VFaa@lnbH`$+ zBDFrQch2OUNWCN!cHp_y3TW0ym*h-u7%raLW@f902wxKTS$HjcW2P-VFfZoqj3HI}Qkd8ZB1MsBxu%d6^6$~*shhdg528hMsr7rv zm5$FWmyy2m_-L*e=vAni`)+zOT#wHxlTjLJm~;vQZyyoU6|)F5VAA?=VxXDR04gBQc3@?cVsfide^O(bk z0{t@F{_J*7Fg!!LvhG55)gxMNz0#7qI_od{u-^a@$pSq}iJjc6RW}clIcEwbW&3*< z@rh&df$AkTPkUMfo4Fd9Nl01tp^2yPUDO`i7O4qpFsPK)q(jM}{G?$=I+d6UduzyP45yRFSdR`6kVe&XU%Nykc8RtC)N z{iuJVL`vDBJe}Y%6uAY*Rk%ValwlFK@HEKrRp>GL{A{@fn{sf_0_q&NNLgOn1(9`d zr=s8W0mr+t!sqCp8zGX7oJ-9p5n`Jhb@IxMX1!IT0XTS|(B+s}4l)ye&&sR$+`nFw z`ro>6GYHrpzWdsjEd5GWYsI291tsq|4OX|5oLO~z@TH{1O(ow|%K(!TPfqYIUTd0~ zPEpjY#^%$WfF*gha~Ac<+AwTp0m4<07ttD#B^wpDMN+0IiaYUZMZ$_`JvK&~<&0Lz z4rJ%!1wC-6DPP^?kC zmkWL{qZiW*Ijwp6Ge?DGuws0Rb@D^H=};sjD8~H6F*A_5#dhU@PLez8!i7Re+5Ujc zFzX8S5vcB7$vr9*;(7(@(mn1ss*3_bFO_LpstWJO&{xOjl(}QBvW*^3*^og&%!o_{ceWID^D#lC{%JCs583Iim5zT zpF&xiJ9WAn^fH zVP_qlRS9*bToiYnNMM0{Ib}-iiXYF%jo%3PH;GN!&JKh_yFI7MpP2~`UdGRb#KM3R$_7xGgkFS8VLjd% zmsS+feh+30Q}|!JYLmFa6^^qR$bSPoknCP z8E*9S!qu-%H2JG(aC!Y@;rI2gXsIu}|HAe7J_P4lVa+QRnq9$TN!<~SkZc9=J65_k zT)qLc_eCbFx*R>_W3h&1XRLh`>Tg)^NQhrVFk1Dz?kAKTzc>=wzY^m0Z$Al1ldDbo z$VBN<7_cPG4avt+crI;Ro@GJH+h?l)%@(e> zPZ{1JMDaMf2lFHsm=P38!kKW)l!XCRrcUF@3-<_Gxo4b|Y*%%WN ziU93xTFy*`LiA1)gBsefn{W&>LurDfyDxBJU>hRX)*i#&O1rD(K^ripGt!| z$h5ciz#Fn41`S=t;kf59%Azl2R?wDmE7UHBKS7+G6DBQRN)u^G#=83 zG+1=3uBs3zTR)m*z#MIT)>x(x%1>z%H)5d7L`v0$0+NWK-$GspRlJ1k2;z(rL%!jp zI=ZXoejH>3uzyb(#JKTT^npBIcjO2Y$)gDT6Tf`>=7R86~t}Jx(_Md z2`WP(eB9OUP+{lQCs@_ z%`v$vHaFiSrFvrQqG zfV&Q~&y_&wq+X6-Sx=?)sz~$1x)KF2Xp6fS43Wkih%}a#OPyk)bN@c9A%Q}cVr6JO z4A87~5y>S7AEQzf^4`>Z@|?!~w3~O~SJ#WA`w$#hF+mdL7&;&9C?8bxvN+iQu&<&6 zo+)!6&XD8Ef<0w~$*PAfjygZO!2<$&Lp9lbB;Hh-@8wr}E!auqc6>DOM|jgz{h|GU zK120;JUaUzH+K2Kr$5qMrWsj*PhNrbiKOxm@K9$`kQSGhK4&P{fQ&635x}dJBACYT zWfGrgDln9fr_yhjm(Ap-5{N{-TvU3g@=Cs(e1NhV3V(qoc<{4lvsDq$Qn$MOg~n`QYVH72*ERBpK*@MhbV%eK#Vkm|h54Dx~YV}Yl7 zyOc90TmFo^j#j&BXfpfc(6k7~Z+KCQ>vv0Q%cG%s@=wgJ8yV=L;8fmXPt5&3fIqA` zn(F78q!FoN+L|zrieaY_Jj8Zffkb(ZciIi4LXid!N7gK22Zf3OPOYczSUvf{pvJ;7 zPGnGvE&e?yNmko_skP~nF7BvirC(DPUrYTlU9>Mfv6zU%D_%$Sp@78V_gIV}knm4I zxXk9#cQSs2z=GvbH^2e{VE4#^BrTs*H&*MzR_(iKXv7-K1gTfkoCo5GK4>H`ITjf` zJnA;X8ZT&4nOviPN8F-l3B^pGV7)cjv}%4CR4B$zrcx>4!6U&$Y8O(p&Hlv>HJy`G zxhhp{^J>iWB%><)GY&77>3!Uf11I)vQhR#TaPI(EAB)H02V@xMRYT1YrxU2ONMAoX zn8C@%yyj~Bb>B_oy9?Bgqs^YH3qQ@{r~15L4tf&aK07+A0k-=XnVPQRM+n&WR~V5N zIZBx7Mg8>a2>HQMqO`$%8X{FRKq$0+t~8|S9LJjbaOMVod|}gYwQhsUVDpM#tPFUl z8Ghq0n9j=@%=JlCUip|}LJk7zWFJ~GR+KHO?Mm-$Hm;nWhT&~;B>8ALI~fyJmvtOG zrl9dAs;ySF&Aw+~6N~G}puO%OKB59AyZz8OK8Mo#x(nkKY>1h{#RD!p=5ka67d1y* zxk5^k%+9<%v}|k{_W{na^`88f;&ujlj0N0p8{bE~(2@;+?ncTFuV8g?hS94R&}@(l zUGO^2kSp2J&0;vrkq^b23C)0TkU=PJwB^Sm^CUblkh)998 zIWk1jFak9uiX`q=Lj1RrTvsQZEd{u4{HDrL!91=~Yam-w$XtqLf;zLD+wTlJ{W{VF zCHfgSt`P#M_J}rau?L+%sQrkyPLjvmU3gU3@jzjTAVNwg>gksP2LaB?e_xr5Lxqs& z+ECpdf>dMmY5Ql%nh}N@q2R(_G(dU4V?VL~9d$c%ZA`QHQagI{#)p`dsYnvpK(c;b zh>wjmf`+lNw6R3luHZRjVWg?2^G1?tmHxLyS;4swh9;(TGGV1CR=)a6H5B-#s1ip3 z0Jwl%y?aN}Uv2mH!Q$=A`M0yJOUpKfhQCwrT#!(e0%ubEVGRIXPuZR7_8Z`Lzz7(A zW(4*$epW>S;Tcjz;M7kCO@Z5=?wB*;`S%vZ@6RiX-e)eo{|jb0@JpD9XY9}}xnQpG z)NfeP9Wv7q-aymUYiS*P(z8iVFZlZawM(rR|8Kzr&eF&a+=d0aqFy13O7n27zk{Iz zUwO(bl-@mCTuIV6%?qgFL?7SY2}>SwkX2t`cJg_>a;xNAEx-E8XLOrmIsjxh;{J-aeoNPi01#0>*>`sXv;at5M zd&yfAOIEml^>I@Jfrv63lANcjN?D$T7j(aL)Piy9B$B0I6TKRvI`S9(SkCZs= zu6~gsdFfL$wj5xLxxS<`q|xyE)ZGX^Xipfm;H1;I@Ouf!XNYD;k(xcB3Y_8l3FTdL zPiWoJPq2sCap_*9&~u$B>i0_$iDYI-Rnic7MD6@ zc-`pCo(;(kRY!>z*vpLECV$a@CWV5*vA=U4totp09STw@D~6KEJY88vnpD+a(UtUg zMOi|Tg*N6y&Jn`4l;1?TfPxMMaWMvChdAgK$(f>>ybRN1!<$f&{5e{PcP=bpE8lmE zO8%F}paV%VGz1?SWoacMMz|e)|3c-))kF04Ue4v-vG?z(^4)Tx(^xK!6wMqpQ3y)E zacfo(_@!teMDGx*=lorDE@xO@spQC_zh;cYAQcK(4I#M-2bR6pxNXm4A-TV{{nt_k zDe%0PgoX0Wdm`1~wV}XyvX{N0bbG?@U>(7LCm#I+)%)Cof_^Xc$ZA;n1YN0{dkLRp zMj!;`Ljn)i4@aZF9@_xYrD78gR6TPUCQ)+hX73?cf2NjvrT&deMbQIIy(s9grj66& zFr!T@rxj1w{Y7t4)+emD!G@lX-XA+ePuQcZ_jDYk!5#Yj2W1ne$#xLo7ZCzT`e81- zf}yUAf_1R7(02qJypN5HSX`;~XRiB{aN~Ua5R7ecooq4X)Rl9e%Pb66Bm?c9FMnC9B=kNvT{h=tXzAC9u`zE|mL~O#}KYw%J zZw~zb#DT!94f=?VJi(woNKQu*q~0$(762L=8VU*?76DS~7jXZA!cvFk#O8p(q*OC@ zq>zx*fW^V(l6ve!75MynRbR-}_f>tj^30eh)sZ7KrSkDGOG9P;KKLKt0rBoDcJH-3 zWoz%X^J`nh&17eJnt%B%Q{`j`xrGlql~1Z{%1zk)oi;|ksIaflm(1xJ97$g_b8f!w zPX6rJbc&=%96o3GPE;&&_GruqpM=X^Hrd^&QAC&HI#Q7fba4b!AuAz=rxl%fN2Q!C zD))SABRs}e?m1A0jDvRz0Vh=K6aFOim3FhLYH@wr>Fa@lL~j}T0=!KTJqyNH>Atdc zqR~Wp0xvn{d`Bkf$PGWXfJtNVVou5=joJd#lo;JrFfRgCh zTlI$_e|BU(1nCrgc+d>s;~qhQv4s@l+pOK zWbZm4y!_m;d%l>~aRgyX$I(3@N8WRP?b@}^kiIbd{Esg7R5VLep!v7&huKv&xsWdQ zl%6A>H2rtK6DDVa=Jtm|ZW(OI`{Fvv?}^yPP_l&VR59~}e2o3L&*2t3##|=ekdsci z1m%QIlp?DfzEEdL`1YAmH*mG-fKIHQ2A`?2x?sRgv zMtI!ivU|CIm((!(vrBz3`nE*#pO%#6>N}3i?wD2yj&(576BD0&3g_UNL3=igoyvZkGRkzZ6w6Tj(tk>F?+AlzoC?> zD2UV>C_s|Xa-??`xMa)zx#d#e5NPJMv|H?FY1Q;5FZ*uL&-R9Bs^05hQnXTU6xEwW z`{k#@&+%V=@zI}*@N^2#;bpFV?a15jt$oD5Czp8a>+a>v(Cshoh{qo`- zaO(Tur>LO!>G*eut$RS?6!%)zQ0;u^gu`EcL})=Bc@TmR#}MxlzSDrul5$i|UheT2aKle$UK1^YU>j#H+u8ZZQ7A$Dy!(n_P+3 z?2zGjMXj#g?fBgXKMQ{sG9A&T#h+5`FZid@`t7^)mvPra(7k{#dSv^mh?S6o;>(8S zxAvSa1g`(t6E^gW)NuGBe@E|Ci%^*_q9@K#{6Wl>%VlM4oLuo!pTyH9 z7u-#V>yg1Ss7Ii_>J!$lwq`w0TG`GXlbpDjf$3PuM7t3LdXY&U*Ag{65bK6_wus_* z_JVYcNb>Cp^|UX08yeK?YI7?R0of-Qo^OC%lLVE6eGI&z7=xrk`e3?l51GgeGAtPR zX!ep#MN~S0p+FXW!8LAaORMOto>ch{Gdk>y!d-CT;UaFmr19Z^Tn0ew#u)XPRXzbi za7CIEf#qgA@~N7`@6c+Zpt7IWzKiJYk06cH_NWNYgk+0ZACqBW$D2MDp^}Ar zb|xiEIe-KFv^w({@z;aevjxcxwN7rHm@V}x!{DWbJ;C%4>LLF^CWd%igPOBBhKi`u z-^_we7yd=B%vY}QN;0IM<*Y{xg$wQ z6SAX9S&7m*zg56EZPK`oeRA?P;NU=F_c%5eQ;F*xj+cn`TxYRrkW&agwKP1UxF1f8 zTWu0PM{tFNqeY}F`7y@zLAS5e9W&0I2pyR%!WTI5GyXC5(s^+d7`^`R3A0^iagI&cKw$ITfu*~72t5JS_Gav+%w5L{ zRwVD&UQvYEo9by&)|G+2xJ8xe8+vpCNxZq+v(wls?PXROzj`6=n zttwLV%*^97W|rEbMZMX5)?L@s^VTsh1M?2H+O;$t2gQn}|As##YqmbXzLG+HAlmnf z>LbsegY8e1;=SgDQS{mPxscx4+0S7GQ9QxBzDri zE4RCExq~c!e%6fgPVqU&i?IWDE$W{;Vd_!Am2P^d{_7DKL}`zAn!mnvG7m1g^DX~H z);2<6Cn*7Wn>|bQ)2^w8UlP>*{5-8Mf3y1dV{}`$UUYG9pJ;%$FQ~4r=ku&c(v=+P zjCEvIRz8u!P?}S7ZO`mCfY<`rPd1ze&l;geLl$Re^-RlwIT2)J5R{g^IPlt6etHLP z2q{7z9C_8+|27=k$=UK4d=)~=?9n*ye`@?LE!yuj_y_^h9(oKOmCi9b+D>Ou>fi~P zVMOF{0HHvV>?*+#s)+mo52=aCGm|!qLSN9ZxY|hw)`wB`z^HM)Zp*kg&(l{ppx(w9 z$c_P4_oZ(MbChD%;nmQxs6K^b3p_uVb`K^f_t-QYRjtY4;}q;Os|mrZgEFn>}M*x`U^5w0%=P!akbX;g8?RM06I3qLHBLdgeCabpUl`#}i?09!=3yoZ0$vs0=mm zZX7W_CM7+YonFe8|6@H_D7Y z`xj0b3y+J7d9Bvy3BSd4FZnr)eu(2%vkO0wY2CrwXckiTvyTF|{#9$nCuCJ8pkG5# z%}ep!jMJ*w=JX>SfqJ}D6;?R&q-aT<|L}y_!RE1B@aL?5aMzWugtEiy@0#+!6BJ!B z-V+0<=xJZhvi-zgA8}m8YhU3QpD97F4s$sYsGzU#hySF!NqNn0zxamwen`Z9+#S@X zym;Gw-5ZH`YW1_l%bL}$m93MzF3<3Oug*;}wF!bCW8;-)HTJ*k82h~T-6VGOA>~W? z`@u@uUEkj~F~>ucbrgMKKmdowxRyhsz0wd7Vso^L@S6nllOY{XWU`GhV<-2j67s`d zS+EkAQONcr!PG<~Q6acc;-AQdnasH9uv3fhy?|yzjd*B?K5`sefdB3-gahqcaT{b9 zZS>KfeoY9TsG8qj>O1Tq`tIa%9N26Q?bo$oBpCenG-E*dr{H~mkuyi#zv3;#s`lT8 zHpKWCB*7#bzuU+&-iVLpa`7hL#`71fel>=dCGCsIucJi5Mq-8~8{i))I z;>YnCqUj!v8_gRrHcK_D9}j!yMS+n0<{>XJ?eBEqj@)dFAMCLSlLuK^9<^|@mh22K zW3K+8FFgvrOUD+hSugzgny-#L_Jgd>6`jYs{&|8!TVK6(R&!bEq7veHWN|W5ot%PY zIg@bGc&;iB4#p?QI8;c94J{aYGKiE^c5^XsuPQ%H!ACRZTDP0xWuC+oklAu> zs%l_6#fa!4I+13gk00*kVPWB=YUo5C?-7)u*#B)DkpCdEve_kPQ700Iym6a1|qQeajcPPF~6KJ(40 zA{+c6_3{3wmYie`9bDPNEnU7pCJW&y^eNKU;qGY;aTlM{e+uiXZveI_vMID7u_?HX zcHzSn|Hi(Jn|2k}KNMt3ys7W*E_=A_P}g}dj`RDs$3za{NF|Q(9M49^B-EF z_RaQ^54n5fK-0ew`}J$dFkBnokBj)-4l{_^VDi3K)hK$@09Q z)lt*@VjDqVZuFs${f z?euG-S6;;X7gf>*ehoXeRf`>HuGg<$RCei}^S=JeB?N>u1_eFsKk2@-V4qOZpC5qC z3`f7D#8dKnXMXyj(EqWm0#|g0<@?qNEabobr=?O@t+U2*tV5nSe48r&zE+$z;R{Rr zh?$=v_36KOGU;(sB%Kux$?_k4|KDTU{b%h&KhYymxZ|59O9I~n0!Za@0nJgz3i}e| h!M(pf{$|17Qt+=0gt8>=q{d+s|MhPGQu1$a{uflub`<~s literal 96014 zcmeFa1z45Kw>Z2vAt8!LD2Q}}L5F~#uxXI)ZV*wBuC1cdNOwp}BaI43Nh4hXf^?~r zgyQ$^y}<*B-rqg<+{bgjKXab*&a9X<>s@PRO}w-5d*Ao>pi|-yF$f3@27$o9f1vM! zpz9zkbPP-kG%QRE%oA8xCvnc>;+#5#LrHiJ|2zXV6C*t}9ok5@ksMr z6%rAb5Wm1Ft1K(3bWKcL1SSNGb>ajLHVy?YE``Wty2~Q}?ex70goBRq9y=Zxi~~Z# z0VCspzt@1y0ZJkv!_@teP*9PNp&`MDgaCd&4FpC)MnU~P0K!5B>YYM91=O02|55d* zaAbia3mjSC$O1eT^5r3dMiub}Q8KPbEuIdW~e?W!*VUu95(uVT) zN3ZZdG~@rU`jHp@hX(vds{jAg3&?mvbZuB7zX`8jSZOR-ELZ*!BmSd8n3cIX-ytM| ziNXzwpdip$J$lAAq|$n?@n5%uO+y&i%Q@US0Pz3IQmw}L$Zdp9C}z5$10WC*mApn< zq=qp&>5bp$dO4-cl4VePBysvTOn-*-^DCXzV|U(Q(&xs6{zfCTn(mgVL8ljszv1~a zq@Q1iXw7-p+AXiS~?Nybep&cjg}o*zrdaQt-hbUH7E7^J>I+OiAVE?HE#g6#X1b@N zmtmeJj*}h=Exlzkb*iV;pO&>VJKJ)8x^!uzPD4WbdfL>R7PdK`DA62^Hg^y^qhIDaQTk`@;?`}j2}f2sx>LHeUGqNcAiev9!@}mPM7LCSd1=)gZR4iLo^vC;OQRW4 zGiRpfxIa6{JaM_4>N7XgvpkmXwS0jmk2cx3skZ3jqRK{fly>$2J+mhN;Hu>M=V&*r z#jG$={>~H)5lHH#t~=kH$_Si$+r!TFRwPd~2wG5FDC{MXNj27MdL+lS{b~rCUoGO* z`GQ&QB|&xnxxvo-@xDYdptlP1EUK+R|4qgObU9=&N=Z`4$HE39$U%x~CQDsYY0&0n zNoj11Ydblzc8n9h2C<#iVnx^qjS&boQIDlm4zA z-WE1*B4&E~S>6-pOSfc~%yIN=moBVUT3KANbF`k9g@v|+7`qEj0zlzkm42RSQ&Mo~ z+xP?k8z+pU-bp#F2z#Z_QnQ}Ho7v}3tw}LV#vH$_el0PZ+!WsAX>}F=%kWrzDSY`94^mUkyNaNlq&POC2c-!fl%wqog0KONv?Zoim- z&LU;Zjq)&y%|#7`qVlj?zKhYT))q#CHuLKxp|8HVT_h?k4{-I%k2?i&mLcse+AJM{ zI0|pl)H;SbM;mL+ZBB7(LI!UYRBf|NINDkkOi^B|kkM@NjyCNsP(Ghtaa zstaGB2+3$4l(0|bt&sjK?c&7(Xy#EIWtnH%@ozKOF@`CcEhs`ON_ngzV9x7a9uLw; zX4tDKyOTw_`mNNsvv4GPX|GUcs!b|?w}t=+gvvAntW1D+6)WbcP}XXCWEBqr;Vmbx zZl(?bTtm$Vjd6^w+BLrXuMzw-pr^O@D!n!GBje#7*Gwoa`G3;S?3W)^yWJ zGNRD8Fo@&VEPsmf^WgeZn*8l{k6z(#o9-X1c;tnD(3pQ))R7ndw(0)Cibr1f2aWl+ zMICwJZ=3EPta#*wf6$nJThx&k{*ow?!R!;cuJnAFO!fg@4ePe_Pa% z7yh>C{=tezUib%%`L{*=Kj#I!f~u5~jYI5(Bs8d3A?cZW26t866cU z=#Xz62O0OkIAdjX&UQF5qI+<=MRW<5@~sn_0=w}4dX7({S9!1zY*g~wMj+77_h$|= z?t#IW1y56{3ye^NlPTd>MfT8u;$@l(#r*|;5lGP|_4^_EGQrr%qw`OBp^j2Zym-cy z*rpW_q$ePwOXv>;K*1WP#B;%Hg^XVB!FnnoLS!y{G!3|-lh?`i%l~9NLC`b$j30*7p ze23J)ejL<4o=!<4M;lSOD@C5>^=W})xDgk+x^vhJR)RsGEXJU`cz}F@{z^K6i#|xl zlMM9peH<7S?LIS|pCXA2v<#IFwC8{R*dQ}c6gjbZgb3h?gl~FXTEe7FvFJMpx3D+% zkxfcbp}cEE+!@x+Vuw_Y$F6ZHTXB~z_7hoQSem5muDtiv~jyH!_L9&ii!UZ=%Iq5LjSQGEGHjScTQF%*|60aAgb+Nq;& z=^L6?7Wx=Nx1*ieSQRB#oY*5`v+$?9oq1SZuHH-^;d%18e^ahorW3Ka)Xs6ml8xvW4D$RDBD4ON| zG!r(H>t${`m^k&ullOykYeXELO=(d~j0pdEjv@Ybb+u^+M0yEpGZh|zySm`h6BI9|xQKgN&3%lLKg zSi!TJ8?h(c15F?Dw&{6!RfkCxbNQAM2U>Jdyqvj}l0y=uas4(VG|qtjX27{f5D3$t zk3tlLjBg#}Qi%|a^X!qj39N|3tPq7F$%nuqp0KW<7AUZbx|T&}+F(IgtsXhoZ>_Ov z{;|tyY--bHQDO3JPWKD>NUDLGN*(l1M>5iks|j!M6+i8?8hhnaP8(uARBqfPXra?m zep%oH)MD9P3m*g%OHN8F2-sXJ!h#92ktH2BHThipsOqRtukd z=|}iQsifpsl-W89=t!zt=9_lyDD_B*W`^*GhP#^X=BT>RVm|0D^qU;tUGLK`$(Sr+ zz%&F;h`6H9^>R?>(WEc=mCZu>_7uk&KXCd@lv5 zi5l}B;M$dxvT9LJdvuy7=3LQ$B*ey`#@u#btyBg;4^rRhwa6B|$?VHJbBFNWz8G}M zYwZ1Qr`*+PPo7121}%3F{HtO*bLdq3uZSStkYm?&9E^xRpiX&LZ&oQO7Q2VesUp&K zz7fQqEk0{f^Pl)ely19%1%U=sBq~Yf<7Cm=3Z0%I^mC1aZ2Le#znLFB6jO#yAJ70y zoF^5P?U*oKn;jUwJzRLVp&Zh3X);_5y?8zfe zgTHa>K5hVjuW$|`5e`3WiSMv4Xd~(^?Y`!z3~?eWb%+iE9aOVg)4tazT`P6Yt=_IdEx%uBoU zLvti@P#K(nu9$p+`@&(Z@9S9jZvqeNDu2ml#1{5|LqGZfDf*V_Ij0W=P(ZbnmJmbT zSTzMW$FGJw3I+L(m-b9{m>lyA?B_2 zCot0f?zWG4pG1$M-vv(CQaI@qyf$Ky1{BZcnDD8s!)yTfAEFr5;@<}={xZtbHzei4 z81^UdsrwpGIBH)kI5{FRB_g`Z+C*CJ777FQ?)K7{nxVT4hvtl8RB#jQEYHIaVcI)O zIxrlEvme5SKp}+}BVrk1odvk$Waz!#;z|V7FiGVOBHSXn$N`6N zxSb^|6fQ6>HZHpmQ3QdoUq(x7kpcL9kpa&4Up)3%bwBUHK}Sgp2kkn`{81kw0({`(>s+s3zG{= z$RA@S@@s&?-bjE2Vfj%V41J^ug>iy#UX#U3MbZGLDRJ0F0&o=YSiepKg_Zxa7>UIE zq!GpqPuEc1!gC}pmdG(%Az+`l95cK>OLeJd{(kn^;%2=NRK<+u1iq5(no|-Mo1_qj5dX` zeSTe^C06Fx4PexjG)usn+BeA2WQPxXeXfTAd!_&+4EKT^ItVNjgTslQ zDI=%g!cQs*5pd=u#7+%*i^eHB6wpR6<28wvtIJA6;e3wyHgu;B@@q&GV!iO6tx_=W z>mnv7p#HHZk%=>UmUJMO%Mt#MpE&XZ8;W)7;I9`v9&G{})0t0ohTLT$q5?ZjfhbNj z-G-Ha*tfaG*!KG_^_X+U)v!}P$UiSF!CDSXP!JNiPrWtUM~}Azg8><|P9i*#E~mRVBRD%%PI}E(?COaPA~CX>ThjzOJ9R<)L>swK81Nr<;P6~3I6JJ$c#}1WU+C_hXc!8}rU{>&o}`~n3$z+vsWE@%ah)<2-E=k`3dnvB92>*Z-hPI$G3$i! z1dfKqg)_);aNt))e|9S=lT}744`NwAIg=x`$snIk`MNYQj8=!{90LgH8Bc`AkgP|S zJeW^PORiW+VMj1+P1oW1Mo>{Lq+>wJUv}fy$f@6~L#hydPJ*O^9 z>px8p01=5>v?pEY4(Y%}f6hr|6;k#*9@Y>n0Y;AshL?6@t$x8qLEVTXkqR7(Ji{4w zDKN+v2K;Ktje46&0MH?aHZrv^qk&)`;I?_)u%Bx<{jh9nXP4qs)7@38=opIz;u$_c z%{y!jfM4YM@B!%96EI~VdmhzMyvVzw?w<;+d2pEyK$c<2%yT@u=J%f zhoywa^b^TBHpauN!5-!*h=|XPGrzY3{Gh`Ndnbe+OA{F7q;15pw5ai$M$a8MkQJrp zy#mQgDQc!LD({Y)iVfWWb;#fHmAwLfM(Ygmh-~K)kqf#Y z(tF4`y*s7=nb}dWsD+}?(L9f%(!H~ab}tHXz4t;sRxcjb8by{*G)zmRgu9!-22Mbm zhl&9J_YOnJC_GUZD?HK3yFa>x-rLDe*d~11QWhHN$YwBbj)&p+Z7@o+5qr%5MNJl? zd>-Z7-3lN|{E2!1IQEJo-y_-!el!R`R|bmnb)$G1tFN+hv6o-CFev~6HHfyvSWijX z7D#(QWhL#`cG%tIVkN?`D0wBYHb}qJR7|Es9$4Wuc$KQhr+bjP2f}AL8X5k zZ6na&Pc?8$EZvaG9HSrr&es83`mJTn_kkDl;ut29U6lAG#@i}g9(TDg58R${=20Jq z{+CAIZE|0Z{wyT|j-X8Cvw9tOz5w1Zm~&&+@%=92*6S%|czglhySz}Y3CzVnI^hTF zYrjdTX67jZ03C_NK$(f~^B_bA+`KY36R~vCI92nTb*`6=I$oi=MY(*OXoax5yneRa z7`wzmB*ivskN|p{L`%f?#zuH%v6%2=w4c9Xe*4uD357W7a=PT8!9JtQ;mUNgDVylDD~=P%j@MC zxzZ{Yz3^qOWq4NpL6Rn;^->oPAGa{d9Hzz0X+4(6mclUn$m|N9m2@j>_0^AElSxI9 zAw>h`{++-Pui@pMtil@OJ9wQ76~d_(^DJD0J5#Tx((PTuB4Y$^{zAVUv@UI1PV z@a?hbJ8(4vTOr`{CKVL;$P4~d38)GtJ`JKoo(W$8 zW+Q(p{TY~bcb7Ea93Y<1Qoz610i5uN0;>tSlfNx%8yS2v&YUHdW^Dvde0I9h2Jr@tQXNX z2*kg1r_^2m2JL-SWhB7Q?09ox#gKYsqS8*Bc-p7&h>aK6XT^~>Rz{>cf@Z}_>l_ku zgbZzB!>O*$d?L?sN;+mj5Hs;AWfGY=eJYcbCZC{2e4Ptl9F{S!XgPnBIPmU>=@sok z`^pccfExkn00rZgORDnqwotWrm_9pc@5H{dEJRk7j*P0gDQqfaY0}==egme$1M(H* zzzc;5I0hD?b%wmL{xqyY((}Hkd^m)Hfa&ixMpS^(!8pWnmEzdGZB+nPwvtPRrR%YIqDFtOn> z^p;0&XL?A(4CYc{5sK5L6FNSzfjNBYX&H^7PkiWS&3cIgZu$5MvjzmeWWSDNw`vgU z84vogY1+H=E|258gjfRuDv&yV2QkABg!WCu2o1cpWHtFt)p+jUZU9$AH7ps{-tF`+khqWwEI=9>)4_okxf^|)Q==2J(BdSP@ zNVOAQ;tdsWw`YyEv4}Y(^_hrAk2Zm^QE529)!)4{BC9I|SP7Kf6o8rKKRj*x;Xo;j z{LuPIb8$$Ob-^nBUBi@wx4pRB1j)~w{n6ND1VpNtTZ86b06SAf2faZv?lDI*?(|#j zOnG!3rqk(5A;s?6iKB_MDP&3yB&Cr~JDz6y&`*^nSzzIwq!Rs#PZ*{Wgt5~K3M=e> zj={1kv^1)OVE})J2K*Nb*Bs#8LEtP}g^Nw&W~NVN#33F=JQP%Tp4}}DeCIV4`OXtR zwG@$8R+nVC$0w|%P}J&E_x4_6P&-a?YC>Z0g(tI^a}Cg2CO~6Zd<5`D_ikUooxRKX zFA-=ENXTXBs}&qLWE6IsF>3ZRC=$BcWsO=iZfaTzp(y23y@AH0)^JLKvi}ujP*!mw zMsd6zn@}wcKANHkgL)!kQmPdsA!e1h;iia^vWWCGoVP$2K6#^9Sve%t6_OOG@KLl| zIueRTtDXt0CY;%q5%-q%ZgqB*+sXHwKB6+~08tNg?0Jkv-w9vhAyd&2oR*$p#isFRO@U1XRNd)I!R zXLPpiOzv$Sg5P)NWZuEtim_!E->|H{DYSaMhBt$>zy4M(5?-%JOR4k$_qHZn{Brl_= ztR|JfBt^(wU)ShoTQuxT&xcPmQywpuD$V30%wijC@@y`B8MO?ltjey-nmV6Sj~#Du zy4UaiJ)d+SL=j5?A%px15-m}q9hF(ClmL#ORctI2^f!;Ch#GaH0)d_+$5~@lTPDti zw@Bw@E;eg6HxulwKiVwc`Igboxv0|XK6h>;g%i)qfLo#2Phegw47?y^dZmmVIXNDF zwTF0y1>Nv-8m$#1$x%jD`7PQdnHw-G;h-Cq!0fa8k?_Aa^#K);ak7E0!7Vl%=(%i3 z15rH3khP`m@tyJ-pGR*tZwU3)%dLqsDPSL;7sVHThMpo_<&*Li-#m*&PrYx#;BT;0(Co}0pPTTqkSs!sY~0+2+7QW;8z(wgo<{A0mq9b+baVQJ z6E>{vddi_XcrzseNF_BoQnU0yTu>ca2@sQ=M;&bV?yjjpAYL`|D|T=Uung$$ zsSW~0&#ymaFdoN!3uAs{HuLVlrKUqq^NBt#zg?+>)c_LsOUqI)ur>kG-kBYa*m-mZ z6(o?;ZSFuQtmI_yB6-jbX5Vo9f!itUiBfw=VB$5yJs?oj;g5j+!2CGmdy#)rITwLO zvg43rjt9!WJlen;@Axq%{}2WIu?@kC0&sB8oQRz9VoF+ zyPW%Su$mYZ6o&cFPC=0yZfL;SVO0)Ic(tXlD7Sl900NO*VE^W1UjT)3V{mm?atQoI z{`syay3n=vaMt|~`M`#FIA+fm4e+#M9DCm`-&R}W*m5Nt+7mWG3_dlVc3BS1*KedO zAa-Ya2K7PCy%OoX^|=nx_rW?067asfv#tYdF==#0I-I=(#s!`|y|IKiZv5r;6M0l9 z${oIQ-zOJz>~sug+D;$dGkXAQ?+$?-PPAcC?#Gwmz}|jn2kD4OP4* zgyjbc1(^`hk9Vi)9~5}uR~sJ?i8$3S?(>Yh?1=cW(c3Q)fcCxee|n#X3%JiCcIWWR z@%iSAmewwnKQ;6##BS){NB`Al9pK;>-?IdwvyT~g3HMZ{h8^U-`yBiE_6~C3>t!(f zOmsiX4+vG43%(r%c2=L&$|gSlApBJTQ&^f>xI*Cwq@;X4MCmX3o)QUW)lTf)-3#p@ z{$@}E-wu`31NZR)Z%dqZ0Yhg8xhJ$8VB2?F0VK@OY2_1tkmWC!QFNkVcZB?f{i%f6 z!ELqMseU2?7X==2M?Xj4cQ+3ExPEym4y;q#Q1W-~i|tkcf7%q{`|R>sH4bF{O4Zejqus%f4UKAsG?fbp(zA~P{kNZjg-4_K_DhCA7 z6Bs8pOz$oxLCB-Pff*xuL!js6?cH|%(;*82&fpx-a(Am8$j?gFQIh}KV|%!fF~VyM z_@R3+dx~h)guzw2>xutnBnHHgpw}dDE5y;QACH%V?)m@0%nV1`6Je^@${%g*orr!Q z5rsXsC18l_jJWK$lJN-IfhQ??63W-zndkuRXYjxI+lGSzemMsnWZVP)hjR~5gZT-% zX`}ab=J%V9d+P5L`AK9%IttvQ>!Zbg<+_8F&Z46zGzdSN{?)H>@*5N&l1VbK^KL}i zIUU;t5&5r|8T@E^AvvdN?T%jIphf-! zeB^~cVfBM;9(m!QMg9bQ@)O%v!QS7tbSC?_i%wcRh&n198R4iW9F2ls zj)G!6H@#E$zJn+jxN+nMaDkswzq~rU9`>5^@q)f9rSkTdaaUxKEtOYS+?qY1ytVm-$w@W<5XE-v^#?$|Y`5>A z)54d(gYZ!j>+DQ)HL!+!0=6E7biNp^JtZmMSP?JYJL3xL$hwSJ&Rn05{saBkpG>WwL;aU9 zx8F}78u&%IxcX)nMF06P^&id_|^o?(Pnvq*G`bPe^$J2H4fS+rnQ`n|6a9>fM z;BGOqEyc&bB0p~3*Y;6ZSh{P&=$bbd306J(+l=tcho3(dzZ%+5To9pDZdOC9n%14}GOUZMtevX=Lo*xkzomO8KzFMXlp!bTp+1hXY zNgU^+59k?LR8@H>(fR{|h4ZbHs(jRS_est}*dnGPZ&BmjH*~XpG)d1i@swRZBvQ{R zUs}pOXN>oYV_@Tw`UCXO)WQm?Y(&{Ms(sb&nOrKm;(=!aJSl|Nvg3@5S?I`G!@btK zde`orek*6A`RIeJ7@HLOmkLP??Jd8ZQL#LGY28r!oAWE#R5T|-{7`o5^p??i z-PzrrQy$7;l9NI1OuWXr_4W3YAMrKMroKUXQ=}rHLTg_ZwbCxUfEk_3*A+zA)fTKF z45jnDQfR9;SlT)!-hT(xkNBTUJeUOClr^ zQW0j__rVUg;`s|M)7ijfWtR(ADIYFTc_62zd&{B*jMak-?u`bxX@%HX=@tvd$Rt-q z)I`ks_-eGA5pD7oR;AQGR-?0+PVr9gt^j~E&l^{tim$X%gw+0kgB!2 zNeWCwmy-#e=#jp5?0$POK2msO-mH`?pVAA3fu1S@(YU%VrC%+b9y$i+P(FK?lk7eb zH+$OZ@yzUe?})@XHs$Uo<-|gsGzy|(XM)v?=?YrN)p?0x31zb0Wp!AyN}M?UES};k zmrso*Pi@Pg28@<)%u0e73eRsEFbHmQzH0m6^zM0XfH8AN@~73IGGq2H-88MlEi{EX%;TjWc(D{}-X56IWB(0mF?d{HP>dEX)HCNM*X&L1_%d?47 zC(ENW#&ElBIE`+%djv1VeeUrQoNcI&M4Qod{jeLhHocdQDSij_HqoB)Vkz}jWe&y9 zn`9l$;k`5#w64LvFdk^F4i-!|oP30ZQFhy8TUj$Y`^D+!h4O_&J$W8IGOHNe*H>0; z%|9mlMl#OUYjb2H)pvA;2QLMlcqt|=EJDF(?J18F(ynXtU^9)-Af_-d;Or}Z;X1yg zb6U+~gnbsGKE_y^7^O9p3?z8bqaD||Cxt^A=kh~(^^}y--wT|bUqse+k-ItirZai{ z-D?R3&&x~c>T?%9G`3Q;iIfxLeCk0{)cZPSx29}-f=^D%>|=83WbCHbiw`;c>HN3n zW(r%Wz^ZqVr%uo^6KJ5;DhMg6Z}`SJvBYq z3772q>p7^9NKYP@_zzV=^U}>f^%B>nJj*Keqq%RyWtdtRVtJ~pP+Qt)7iFXY_{ z;cNBd9JYowSx<)G(vN zP?aDet@a%0*NkRc6?4ca4~>g-nq~Ot_i{6BqdF(0mtB!TQ;{y5vneCi&p?_y0LhbO zM7gcZs182~NlAu^)dUz?6NE#ReEs;bR8Lv|vSJ>#KPXcGx9W=aL^Q<{H1{<%B*NGn z=r*aE+rpX0kF~NR@0UjK49v8>Hd3(f3rI=hzzc+u=CfUZub2LhJD0Jz~?QdYY zbw$f?H%29i{D(K5Gd!~~SSOI?%{AMk^dt?99LuItHuxfzpQ~(0d{R}4=uBX`hgSyG zFmp)1%(==(es+r|m8CzLpGmb0Fvhk!mzU^NrPYNIX=E3*c3$GfR#|~Z3tytI%q{Mm zHQWM>q!#*))N8LF8L*A8e7N>He3cE!_k4gU!ebtVm%S)#I(feha5&pWgBx zc3V8XBRt4LEqQ?pMfu*hER?4aS0UUj`ihz~X0Pz?Kg7yEKBR+GKWg%L%Y7#XPsn5t zXZPlQ_9gt*iD~+HossES#c+`RSSymNP@ZTd|(?>+YUXv=9F}D8~eCEF$x@?*mJH{yF|Dr(7B78Z%=?x8K|x&JG!B>}!@? zZ`(3OsVXj8_J4ilO#n%f*PEP{oqfrQ@0;W(vQ?iAf{s#*cS`BpIO<;rht4gPN=tin!NToZQfdzP;eRX7`fQj&%6rCAYEGFAi58e6+Xt z*zj>-WHiUp^229r&#~gFhH{$j;WG`mHShAPnl9m5e2t@a^DL8|RI`sg=Tt$h?fD_c zNNqhPbHnVVbnjQDuQKPaxSmfBcc*k?sCwe#hUpGw*gw)jlfZqjN|sE%epbn6X=NW6mMlG~K+C0b}-ypIy<@;{wlS zeNEsS_jwbbh=Z@lM49n|*&i$;0n`j*RMHOZXm$IFc~LkoH<3*RX3%ox@4 z>GPjH$<A+s|j?D+Ko$>JpEh;5-o-wm1Bdta!zs$!DZgTg)?ufLXK{sw*gYXb5ulBw51 z>~;>aSu#zFd>$nUMB5hTYB9bIH_*pk-nXx(p0_uOR>2sfeZTTe!9f@MeM&ClchE66 zZteRySH6QveId-5k^-Jrsf2*~3?3Dc?h+dx2K@EIlcBb*+O4$jZ(_E+ejkeKim}MV z(_!c)bTw2(Nr)9(MzH;s=auj-CRw5u5-3ww z!*JEb_>0u=*Er6bvQ#9Hw(WGY{!@uWwgEi?!t)Srk{auqqJsDE%&uLU`h0K9LVZl; zGe`EPZBY`M?s6*NA7eB7h&}!b{Fu9=t6~i~C|#uVY^`;a9;#L?Aw*$;^hL=^z5z*I z+)2vD8>Vr`xhzqkoi8dL72R(r(^9%!CRdKq7hWCp9VFi!cl<*HSEP@W@NFKRux4jW z?*;vlsEaO|Yrcz;o`Pmq(xEMe!oKkqtqim0&zqlIVo#duh?6ld;GsxJU@$8cDd}m> zeuPs%t`iX%CEGWkk;P8>3H1ePiIHblkWz!`h1I$gm&>ZB@%ZqqZ=po#HGFYo=!ZsG zP(SVnGK6%VUNmHp(p1d$F3I-UI%aZwc>wfw%DhFG4L3qorIkd6?8ck+&P%$3{3&gk zZyS*s3SFZ*^0P8jFB41CqiSM^Xdl~BR7RnQQ*tCZ*X*@T7%-6#nAFXX)k%Okd?xrI z>SH%`GY7rs;BKt91XD)uH*amW#%|ExDqO%SVruf~RMWC)F;5om3ZoYk`!Hc~VKGOf zC4vWa+na9u{{22>MT$t~{yw2@c@B0pmiM-wZ%%!sy=&R%rhr|N8~BM*jZGxvI|$0C z=!T1qguTAKmgW`XW%eoPv+ij4Rj>Q90u_zk199oJjkI2)Y-HqNxw=_;t~5G*Z1cv$ z!yGtQNX&XJjh%+x)2b2(R%8|W4zkqk31ZwN|N2ho(Wa&mBUi5B$-5v4>@!STPbd`g z1(cGd1CYu))ipKMFW3eK(R#2UjYxJ71@nX!N=A;Tuu3ySeF^QoO;DmwT*x*~u9BaX zrc6nm4~_4@>drv_4yqQ(6Zho_%IcJxJ0XAhnUMK6(`4z|(!^q42L<}iH0I{wEvA=6 z?z=b{8WNZcVNA!qSwLNUg4qdraL1Pg>$$x;evb$*3ukVS^4LLRacAVdF}fy)iWBBBvbs zlpT`Uv0QgS7|Dc5=aGR-EFz3->`Zc7$W5oNq7hZLeLd^3^y1U`J8|nJ*99>$g@qL6 zfxjodB=kj`IcL(tBgRAasn8@nqfgtsf_>cjqsr>9Bp7;E-;Y@Dgdbw5)8$a?R#L); z9b`r%H$~eZV%^3%Y=sY&AL=O>dgjF~u&-->2NmFQr76y56DZD}mpYw&nY@2!Hj3xN zwW}v7njfn&$+IC*%+Y@3iqQPfjpW4E-AS6D%Jq)t(Z-kOS^j~sqe9Gt)#SNhOX6QA zJ{4by?s5rS4~FvJ5nxi|N@=`CZ?EP&sz&Q;7${3XFKe$o*I}(O<6z6uZ>)0O)J?JP zoaU8`c&#(HqD42=xvW<*SiQ8O(Ae}SOzF-?E>HLOS7QqVMdr+y6OU?3=|>uJIzyD> zj%%Y&U61m(D%#LW=)$Hk7C~ADWlA^>zK){T{aUvm>;Bb;{+h|qd`XH+r^S|}r$>Uf z(@1Zsf={pE;N#=mcuE*GMCSgQv+U~Ib2sdPzaDhY0G+`Dk`A0lZTeE(lNkMa{49-~ zy|0j&E$7EY;4ek`;puobj!uq~Tzb5ai3o&Io`p`|E~XkEXZjLpq09fFSn)HfS&IX; z&h)d{^SJ4A1zp#lj?@x8&r{hZh%3#+B8%~~s|~?QYSN^Yvb^fVsqKPm7)`dK+F!dN z-Z(oQ5kHDa;D7%?ckY`j5-RR5NrJZr>B7m-zpBfg8-13cZJBCRNf6PMe^=KZ$yw7T z<)RZb77zDY7pnHwy$vVoPt(SYr07p`dxEB}(lXO?*ljN zZLKV3RXLQPn>BIA>2AiUQxFpB(v+uHMQk#>2%U+i7)#*BCm=tbu=?QbT!x9<#Sd&f ziKVZ)((CS=EcvwfzzXw~t_%k*riHm<(?)wndK_}dH16wG{O=%_SkW2p=u4{`+-{lF z9V1CB*@;h?gehnGxHrEVq>Yiqeq&f|L32|+8Dxm)gq9t*Sru!j7MQufZyiIad4QKw zP9KxWV7KAK+%zYCg|kvuEJ1**)K0=cN@?~&Jw~a%kmr-k#elGPZ#h>(3MM_TdaPcG zQlO7--z-9-!(u#dnLbLCwOUw)^lY_&pMIrci>!hQF~6_n)5JSLI0_zL(t{AWV-an; zKll3%!j}v%jMB{XlcY&RdT;;D6*R1Z^8KHV$c`iSIAUym(Gy7Oq4ay8YnNO{@L;YLcvLLywL zJG8F3slst50!IhUS5P+8mjizFe|g2V}+AJ4G_E2bJe zv=`A3sEpEEcU#0?A67>S%nX{4eb;5SE~GK0dE&eQC>Hw!iQV+uTjb$)?2DFS?a_>t zFH+jum<00#N*?ECNv!eOU@=#;QO1?iDS7i9)MXU1DVM?ZLPO*}eh`~Mqjx%)t(k=Q z`74C(5vi$F1?dI@9}fh`jpxbFd29{ny~!Kj=uyy4tQiVvx6w$dEJ8S#ibSQ`EO+7` zNAT)e6+}kse8Q zPGE>(r70&+$`TE{Vpdh;GpczL@IY8O7}Uk{ZQcWjxxgko_1-NMyp_=*maB#4=DOW= z0)kwqRM=P#K5ag!Rel~Nr6_;Nl`8(E#&rn$1r$tnmP%{cd8I6lh^*wm<<|wz9^68~ zS{)tYQ0VCGe5eX~per;QT!!R3`7ybLm@yt*KK|MXXB;8lP#&64hpxHf5(-sN`}pL9 z2clI)s1Kbb=rV|`J}rhw420knuDq75v{qYVBymB7=s&xmZ&KAx{pe9rq#=Xibh_Gy zr$OYVUVTb)M%X?(-7F}@-X!tVwdJ6)`p^C6V|>4z;J`LEy-pzUp`!2@B*bIQH7~T-E>H@ran>?oH2A&wvg&fm1-kGR369rCgkKQCqrGI!`oanPr z;^_Es2bl;gjfp3OMz4mY0pn zsZp|YWF)Dawk;_o0r=IV>glnpUe+tts^bZ)=G zn^w24#8Ua-PpW9b71l{$!lo5*F~XZlxSNLpb?XaVD}jU}gj9N_kI0td(aGl>Znful z(;qjb>%DG3NQ$c(e@AbYQKAKFiwl*2>ow_A?wnZ2w^Q4@pSBG8J@AxH_&PN8^#!P( ze^p@~hX4GWzj>ur?L%g)m?|fAe+dr3Il_5%=>WdfAZnV(P8_lrla+@ zhP-DjdwpW+l1*M^C3Z<$JMQS3ZTOAxOe=jw;x219={|`CMfA~HRqO?&!n0lGZr4lG z)-p6%7~Z%lOUx@^@P#0@6Kh+Dp*^*GtkDwkp0n(=FHCUa^D9@*tu-+BlgIdx4I_Qg zJf`h8Johab5tO%H?)ckUH~6vKNh$+B{QuleZSSF5PUuyqCDv@Z^b{p@^zteZ$e!WJRq6UCDfkL5FH zC>Jc3=MyIz`EUN&$9R1j-pA*Ut`#gIZRhRu%#ocTx3krEE;xtNIKFk?*K2WUOX9$b z-NYV6D;XHxp4)JPG>c@)+21)C&vOO0Ps365Ikr;Ui&pr0=#svXYj3=|;>f4CO`dMj zQC3FmA-DSY@^atlfiWhCx9#s2?s=WmhPvKGQJs zyZIdKhv)I#M5M4EkjpYkjUktmyBz42XcQ zCA^?GUiYMD`^ob&o}}eZj*p64=I(4F?PA(1=)c|Iuj;B8V9GdSO04*e)Z}6nxm8-l zF!l00VmZjCNEDMUW)cS-*1Nj(vOrOiIDvH;?_N-!icM1Ewuc+7+WtG98#6X=%xN9@$1Bv|h)q zwjI<;j8_%g^*ZT8Lf>!XmtC2Riz#udp1j#Qj))ws%mY+aIOAHqPM`+st7v)kYiq?V z2cn(uy(>%aBGmZDZ+#iM`FO;4xN*sjI>CwYK)0fX@H9Fm-B}mVzbe{SN9j9u5;RO# z-{H_p5_L_cyZ|vcE@tGemUUjbz6s zUK49iJU4uuoAyV~dELJ2abq|8E!Do%>j_5?=yB`m&(GD_ATJ4pe-<7SH<&i?*`V}h zVXDhWaIm^bR^!N`5h37>vy>!1+%rT@@M4t4na&a-VII&T!b#O9=&@o@k@pTZsQ&8z z{DK2u#-Y=CVv3e!VH{LAUnY@nbVPeFJK;({CSJf8Z+(11EpX|Ls%)>=4Wjhc3or4) zj!y<%WP?ynlp6@viBVxZB%{0GWXDa^ZT0AN5(~5Q+t>zxSf1fXem7Mi_GQ5X50Z;HlGb&{=>_q{yVhqh&s(NA7(v41FS%!`lS!wE5@^jNzx)hpkCEZ$&mfozxKI)Njk@8cK ze>_PQzR2MDQfU?V9x{{XO02NDUOMI@VBW~$lljpbAGoeJD&}WwCmb`GutuK*Iv;yA z$V85PLEl__?2XoU(7`e6^87n!OwUl-I|ICZI z6U^3)7d{jBx~lk@S1?h9k6N*%r9B()O7k3eHMz!^D<@!Jci&IMRdvMD(zqdAKJqgI zipon7E&XSV=^wOX^i2E5PeK#2OPD$alm)#tF#^bftByO>5ki!{Jp3dk8yrhyjBk*y zi%DR9v2h5jso_G7_oN^bbZ#)@%C(i(mvmJQ2FvC7-Xbj}S_2vDoK@L)21OSVYrn4*xn9N_HDQ*YbOk>3+qYFaAZ(^He~5uhV3Em$+|YA*KT1U**-l6T!`*TzP* z>Wi4m&=%!EhZ?r~Em|He7AJhhg`GhTop+U+TVtMwK_D*!P4_P(hWJzw!rC+Zm zd21Ud-q-imtRNvGr=U^l`jAmzhiBSrGH=Z@`szePMnx4d`gZkZ52{(?apuxb7?$HP zI<+NGPhpgqGxaJj8>ufb#NTe-GH|dFyV;?mqoM40Q~NPKpXUlzYj5M|q=M$nsUD+ez8dKBR;lM({(}4P`|viJ z{;SdEA&g&>W%PG;CLgaPy2@|HJ8xOmtIBSKz5C4cF(e%smmES&C+I~yRzO4XIvN@{ z6V2ifS7rIJpy3t9@Tr({p=v~cF z#C!~));P{(JX(|5Yv#ai97F#ko zZCfyYL$mwm=Gar|rRgAd100pDA}>Wcowb(HBPIFNCs^d0!GF(6XiKyYVFoXd^s4Ja z{T$Yzv_dh+Ro^5nkJYuFX`=VE?m zlh+Q2_`|6fj$ritLX!@P>&4zSWOYf_efa>HvbN*m| z!?c54@1lLJL=5Z5A~3CYgtFV5PBs*$mrV6@=hkBtUU9YK=niP-D^ok5ZBxO^GSV7W zTbFvsxoY<^!uag)HuP<|S3=!5+9d}O0ny?+((y2{kWajg>nKzGIrH5yBbl6;Z2DcIYf>H$bK|#X%WbNn8{)}pUk-|I*ZJFSb(cNCH zJ?y~`1X-`U9_#X-|8$e?uD=7$hokQwvdC)B99_1)!uI%>BEKs~;xr|s8xnf~)A9lq z5sN?dpVgIVgux}mPJ9>lhRMkCa0~JIDF_Mnk%o`%{+(ivPT-}^B4*A8dpUGrKe0LN zYETN=+WA3sVMTqw+LA?vmfP)B#TX9iv!Bebvw9z_l6n6ba^ho1uclOWfPJpbfD&E&ZO7 z$k)g=bf4h$nJ_#NDa{4*iA`EbZc8ErY}F%l%#C|e%0GQFgVXAr3HI)hxrPWWBYr4H z3`y0WkDmDD?L79B<-96EZP-+^-7HyX?Ce8PcSq&(+P&acT#K1!`@<*d;{PQPy>|c3 zX}fwkpQh!oIvjgFK%!g24m3P*2{jypWAwBJcXza0c2Z|78<+Bd{rT9wd~fk^tw7^U zH+VV@^E~b|dC!3oszQ1Vj004GuT(sQ5%y*xx(ZlY0IEaP2U+59z5U%jQO2?w{*Gc+ zhTSRDi-1-3B+Ha(hxrCsAqc%mR8s7;rokHy3*-9}`S8+a z>(2V8{C?|MrnAsPYXSXhx=M`{{H8T69o6wHJQG?_Dpj-dg8 zHC=EI^{Sk8%_`Y3@7I)dk634PSF7kHB^OIp7g?WK9FAL0ssd9tZR+>)AGsoRJ7;8^ zBz-S59OjFYM)O(zCN=Cc=I&&gGP zm|q@7Kj^D0nM5xv%~MY>76_U5Vr6Wd8N%uxK9inzn=%#rc3v1pr!0e7vmpY<_;x^W)+T{ zfnDzXZnxn|nDv8dStD|ZUCrno?9;yKfdd&~Ou-sbm#wy--KVR$E3 z4e9=y><>hxuFfNU`l6v}NPB}gy>9tE%^2TwI^1O`;fOfZKX++-1~p2xgc6iwAT)ot zn!eat&|NuP4w=-e;j&P$8)x`j?PxfKMt47T=a-D%r;N1zd$)@d{P<{4+Y<3Aa>ZU?`-h_%3n_$1)sAaYb^=9ki{M$w7DeAGMsENDk`m*)t%{i5yBK?nI>~! zOsX*!h}lh-FK_BMGx+XV%c9JR999l{nFMG(@|s)K#wn|RQ(kSAAC9M3R#gqJKQt*# zAa3-)e%`{;vLA(Xc2a$YFS;_dXn$wv{kE&dFD<>BSNiZq;TukYp9zlEb!^D>9|5tz z?*Thn6k9SRcX8n&DZYGac_cDXFLh1IQuxw))HDOU-aa#(vsg|`@aivDn4QVosbUVY z<&qHa&*4_TQ!Oql{SLs!L^jeEA?I#XSF+gT;RgYv!;5P5e0rD~blXD>Ub+^;!#72BvrGjrB&2Z5#h7J2@*_RoP0&#UmIk8qbVsQ z^1yd%!OWkED_p)+uJ=Q05r3^mkNNppT9S&;-~}f;g^J3^YWjSl787+d)MZ@hz+G)c zNMo$gL}e??4Y~r63wH6+{W4D5%f8$ynrXvljvM5CzwR+#AO~_VBWL1YzRs_BY*k^Z z0WGZ19moIyer*~zv*70DD$&9ut|Y^gdRScMsxoi#+L$(_&GG?u&q?T%3UolV#kcCJ zKrJM2$VP&<3xT7X0A(XsF2d``C|9m{dq6|C4E@H{Zc%)u89e0=YD^ck<8Z#Uy=l1xJcU&`BZ8KUouZ|PK<-u0*8^o=zL zQv%RIIdArT`BL_zUiHRW+Kn8NWeu^$kgswxK>}IxaC&d$of?#&DX1$nmNU?jl~x!S zbVlWQ-+gdQ@9Ua9EqQ>t+(6GByVRUK{#YGe#!fql3@kt+g_n*eVIvQH#l`5~;;X@Fb8yo1&TiC$l1WGO z0cJ|`{R;;@`Sfpw;G2752^s4R8Icg>vPio6Ust8io>jYxB{{K_tqZ6P9PUHW7Qhl% z;STG*k=?+Wp-Y3<4>EbK30889AYV9NTD+Kk)!Q0W99r>y&Abg`hNmXh7pk0|s=qSi zP8F#at2B{#`Y!KT?e{6x@0f~WR zf{pbA-vMKF0bSYVMCk@q^ung2uJwfE%4U90US8BVcRWUD5Bl`scXWv(%O?@%<_l9uCzr=NO)3yc=O@Oi6{S5Y zK~IM`ceJE9mhkxBUcLjSlfkYIl(tc!R4n+ry@Ax0tcXkwgHja$FRGSwl4<|DiJ z0)NGZV(!2g(q#nw!gqk2AP@zaM}FHA%wW-yO|g^W3QQ!ILi>|;HFjc#`~k6PLTM;e z91D)?t0bVEA!ks18ysWHqfF)!CO!Q0++&j;GZy>8wB1F}nj#TbILzJcBH-oARY_cXU@;0vq)H8 zZ9hJS{AareD-JO4}OrBqZAj z<5&@IzY~4+R`;E~R#8k&0CY+_$Gy*8Z?=%T~Bq5PjLJl8h`vNE;8%LH_DQ#&mGkySLB%A=*)o8#m&@Je$P%SdbcqV z%9k889bahctbo3%~kvWuWSfn-*4<+IcXxHS8@?PkAe(! zMtNRM7T;nIgnDI7FY9guRuWi4%Q%Ob=CPN||BmU?l_vY!L;Pu#4$3rJ=(Z;br?)*iBfZXpdgM7FhNH zi!8_)s>*@aPHwbrE~Dq{2`%5_J6^FWyKTTMuWE_1 zY<Kw=c=ZGsKOu$9llP>=aZl^NlspBII3@7`alwPak3FC3OKi2 zv1m}`YUDTSW#PwjazE;JX<1fUvDJ!|)_@X%57?CQU#fp=z ze{yk-^1U;&{zQL&YwEcyE!XQ+T3TAtBJ_1w(iCGuyf3&dm5)=(s*Nllq*Nb#5Wvf4 z%3ol~oxG-~1%lJk=|2ygc`$`4AYZ$Hg1lLK7W}!#TKqY^-i2#cs}kf%2jIoTj0oT7 zA8_T|YEy=olz8b(!<>pU#^R82$n&NEB$r4?kN!NG8GcQ-Neu$lOQo&Ko6%b)>OsX_COiGNd-24En62aqTr z=h38G$Cm6EWz4g`I>VL_SISQ-UkoGz$4W?hO;mcdZ@q0R;A*5CL|n~F&1HrOl!pe` zI5b%QEa;;FuwH{6cl7O+ZaIAM1C^4hJn^lqt-uh7zpe7bWR^ksJRUmLt_l1nEryvGGR zya1~2U0QZVw~HWs*qlJ1QI9nc<07B!NJVpb$uU}m~9 zNCafsAY6@gI3@))faO{dQ(T7-gt!$l`?dz^*pZn02uyw7JYl4a;PL zF%Hwpf5?JkfOcc3tW718mFETKE#nuL7bo|y)zNk``pl|K_nCjYn$P#dhk_*#2+nlJ zpszIh*fJU4>(Zz}+Ej@C^|X3n+XINTU_9nogo+A6g`2`;(`vOnm=59&GUg6BLP-y1 z^T(J9mWsBr6tuOMtz@?=D+S?42g`0-(NsodG4ehv;D%nRR~YNO#SnOWX=Y)fZJTQv z^oqJ5upBs|_NmAR_nq3XTS>ws9wO3zK%}+*xeb&=>r9fHTn@{tS6~I6Y%=i18V9{H z9E$8dDILl9krOI&7`7x9Q=d+tDX|_xuv`z8u_&(jh|u5Jz_w=Av!7V2@m9lk)}%E+ zYsS%c4K1W7j?x@XS8r*)T@qua2QA4$tj07WENQ9o3a!LSE7lSy_Ap72*ckb?KOlw1 zCU>PjUS!1M=)*#CS+7@6eZKq?V`5VMZP?53D&vaRB;59aC~b6RG9#8UhY5Jr#nYPF z!sy)jFo%aRO4IQwmTi6)?nkgXI=f3klUTtmMQ(D*&x?vdKLIiJ@l;t;feBz#s=P#9 zteKEZ2P7k`1&Xesw7R;+BX2x7#CGp`<^C?e}B-w6>MhOriPG0;njm z64xkGWTmP2-wLEoy(nmqE-cKgE)b>gd=2?lt%WsLK5EHE5$BPKCs>(~v-wXk{>mzD zpP}vTbN3wHmz9x$d!Hp`4yuw(gbXQNzJI`8>ho&tqT1h@)p=6_CoGYSHD0L$>ucdA z8WN@(>1n47`yP?J4?OFGkfrKUu9dY*h(3f4^Wqqqt@n!A`>Hpe5&ZzPm$LLr#V?X> z-_!tH!@H|>Qj;2y837*`hYG6_)p&Zkg9+;(NW0^;OB-Kb^cmUqEG%eXS`!lJ6V8Ke z$j^NTd<*j6O1&~*)7nqyG>B?d@MTBel+a3)md&5gOOs8*Kew{@#`Tt(Im_iUTSuHd zW|3akY+o^8UASx#je(T>P+Pcpk|R$U)7;wOlc~QP$F%O2`m9AIVndT|zRHwP0g5De zkzZ@hIRcbRqt0QX(j%QY?Li@?9Ly|+?OSP6M0yZO(NukM+42@8obga$+59}L8!@R> zc3F5-w>d3cWvzm0bUiN&H;xFQdV5S&eQYCpHmBbLFH(8M$~;Y{y}Mj{{!;yh7BVX& z(vrP(ZjX?ppT^_&w)7YBJVf->yD9S7$+hY4#LwL(#Vy=znePB@w88mSllL1h&+--L zTWzSJC#_B=QU;xLqMj*Ukn<&3f+(KL_mTRK5|?4G#fyS^EU>{TW85aKW;F0Zb}6C? zgOy-VaKHhiaO@m~;l=qZatxZ~Z&kZA%cq~@v0FjS1O}G6o!Fc~rYqq2 zdT2BrE=yy?1{?Mhq2o9Xzov91TcB4L-TDucX3M*83@T40CW>5mFib7UTHkM@st*`_ zlQxO&v~G{Dz5{NTx+h8%GsN6yB!|c7 zcvbt#-Kp>TJI26d-@Yyhaczx$D#>O-|59G^aa8uLOGrpEUBz+E5oH~4`51llMJGB- zs5bw104x+shKdGTsGw9lm;Pmo0BZp(xyn$?TW=!)6%gHi`HQ1iVdjtY4aIjr6WV(D zcfb<-$VqX9eZbn9MOylPINv(wwndzq$}a4amxitrQCLXNE=EdUae!Q<`&zeT`K|n& zjw=sFgjc)zt*v;-m<;rG-=!r_kX*)?Nol3KMz*Fm8YVH4chR#CluhwG8S;uKAFv>ei(PYFirU*1?Jo%^yKh3zjk+Z4|CUh&En981vHv-ac~$% zcLUjOs&K(I?XT5`9G7!BzbO3|xL~tC@&5`ioxRKcz|YBm zCC*Ju8A>0Cc(qrwvO3XlN|3H~-u3?&=aJe1GKXtX3fxyO4n0NRizv}k>udzciP5}| zAdsyD0Ba!}TcK3bK2 z+WH+}%|;FxXM_$}oaBj828(mvxC(ef6PW*Xcvh$JMx{Aj#=_R$3{TD~ZLSQ4p|P_J zVFglMv4EC9RtUTA+`3m1CHk#-1~YBfFAmv1(Os4V&sgjVy)XFre)`!x`URYud^Te)fpZ(Av^zgz_YpG2SM6oYE!^n2QD z!~Euw)z-5{H{Q~ih$G|xkJ~GOU||bNXD>*U!+gPLcV)RS(=@g~fW90rFN3=Rwq@fo zKjN4-PF!Pwcxpj$WCnHO3ZjQ#R9%FHn}UmQPuqQKv)voTx%*c5viJoxoAjc(F>A7! zLx;LIwwUo|8x>2eI|rxo>F=-xi_*Z%>24iZcPJu9YbK`b3;WkOuXT*0Qd+vZ^b<2A z%Hv`8G;6KckLXjR?pmw1@0)h$Vbi&2v~$QmjiY&+6!&f$07OxPRX%pPrb2I(CDK9_ zlHXcXJDm5OC8kHdt(Xk$Gw=7{f;LT^Ymmzg0Y4lQqnm)S0j^B~#?kNF*W&tRL@MKH zT(nVSooV%B)QBa`5yit0WB39w^!&bX6d5{M8#*&-Xkmy=83uV%nPX!i2g(Bd@uOdtR^Wev1e}zf@I09K0yC z?d_9@yxb3-a$BI@2e!=;qa?koEP&1Vc~eGRk5Or3r28QPRB^zQV~{N&&AO${5-TT) zMfOWrPgw!^$`z`?m_GV9k*$=UaosKtP4CVsE=NOSZb50tXI!|$Iy1D=$W5p%^t9`e zQ=HMOtUP&HT6PmY+Hu9aOz0oU%4cbvM}yhu>N}VEr>oRLc5^y9ac$4as|Z^+RPg#=8TdDy&&jn; z^BYiD--YI+n9$DdmxVds#?&qQRqfVV(>nC=3%8pqIc$r2TxBARSuIw$ItXNuJnDxw zta2a4O}3b+f-h3jf$cHyb>Ex=ZNwnJ@F@4vUIwXDDx?;dc!$G%`7_ZZglkJjfQl=j z?i_2O4ZF;^+}+efp(Yj%v94LPe?UQ>cK9pF)rW$Dg1R85x{}_XuC9rihb!j$R#@G3 z!C!b1a_}C?SyAY$tqgS}loUhr z_DBifhtl5VIff}FCh15-4IbDBl_6Vl>(W}#S;Um;?Bu6aI%;H;7V}2GQjX}h8TNcB zWLJJ(6jqmtLANadKUf$^Srpfl3Y*x4piX5`_)Rv0(Jv>TukVg{zs&8fIvG_VD2ID? zNm~=D02cPbM@8r~^B!7}Z}pNfrI6j`s{jzD)@m9+>u{ycouvb6GIE4U0V^#3QlSwY z{;bm(g#23ub>y@1|10$_C{CRq)@O0!m@3goA9EZpPob>LUlC{OuoL-mTMQ2)8xthn z?M=^^7aswJ7)=?a&29po{Cv1tRnhuZ(z-UivS8)}d;`}NF6&`Xe!wSgWfN}7u@TD< zPL>!T|_w z!uDo_^MI#_fwBbbie?nSnMtiWX^RK0HkO7$6*{+bKn%4$S2{bW^x~?ldcz+CbA2XJ zC27|99|ITM1pLUrq89m;rBqYA?@iN7X?h&{4xnhnFc}WDt^m%7M=1HJzl+YVz zUs!q!Ta>C?NK=Lw9IjnVOKVb5g4t@9w;@CLL!Hppoo#XBI!tB#E)G_`X!6dtz=~08 zr$`D+H2<=yDaI#|`$u`j7At?Igo&FVE#`0s$QBoO&_(P$uhcs=d7UNg+|AbRa zUpU25k2FZ8qEz7+Q6Nrn7P@8|8B$+Nzx!XDVs~7LYp&XiiM~#Eo!x39Q4GA>`0+nj zyrOB*mW}!DYcpJ9{hjr@s1yDmlW6jdEbv}rvZKH}u0;Qf{%^|q1319=aSdhvDat7I>5D2r z@>w(}I~CMCh8J)54;BJtKWiegf5l6vXcf=lK?+h9$=5hyVIu!Rc{U0E6tlDK+OG8! ze$QjkZUI~RiU^+I>Q8^UhHEm{9s{GB=^adnGW*dJt_pF$Zi{*!(>s7Ua)ZV1U-ugO zh}Oj(#QvCs1xm#Acv%mnv%V2^e%^m6cw?uY+ ze^+78NFP3>n-$%)Rd1%frOc;X-dI2}4=389?!9&$?6vFO6=JtnN-@^_xh<*Eogw~9hFC4KWRP+*3us# zlyOMtJwFQCVuq9fp91v|_Q62Z!09(C7D9WJ-T&E(sdU_CwW(5{nx?e(A>OZrboAT7 z|EmgpBpn6u%LA08PsdJw%n2O_c#QnI6f7Ww5-fI^=tB7R}iqgCvY zBMucU{3z^x8yC?C4c0f-yJY zVl55?StnyB$<_(wj!8B9>l`4Jm?v>B^-q5bRYd(29;}W@(U< zV7r1Jq#d7zq7U}T9s$*J24@~r1w-mDivCs4`KP)r5)wz>HqY%4ZS-n}uK85RO`M=0 z=UGjuqwuQ3us_CnPA6F0<>eJyV(gJ{AIPE!o?4artb>oU-3+-Q=BbPs}2iSe3>lN(Vzb`ohe>bP9nV4BNv5R)9IzBNLC0Sc7 zC;HNxTumR;mZKy)Ek*in^K*nzR$-Pis7=B};w|oZ*O?3H3&C*DzF)}dpOu355`QOE zJ~V<_2dD@~Jt8kslHmkIIq|y>FHr5CDtuY%=Jb9yft-1QusU$lHnMhG-|%$j3 z_jC6L=Uc0lmD@+r4Hr;*toNaf&VlD*XPoq>btAni-c&>S8}H&c$GFvsvEE9a0@J4g| z1k^@nu`+ROc!^%vh3UZp<`ZZ8MSMT+P%L(SSpPrT=p-h}CLWkq8!dK3KUA2rl2;p% zh#3pHSU*KcK`1b8Mq+=`-+8do*<~^^{G?_FN-q9YANJ+(ccIw7KY;qK{xJ!hU)jx0 zyd*b(W{p(OXfD|uXWrYKp-1W{gC(6f5YPNQXb(3eV}tf~_@9G0|NY_Llkjg%`1dOK zFIT|;DF5^ZJ_yvco0J^|6dTRNfsPVT039U&0S*TB@+Bk`6c{)(=wtu@I0Q=W3se#o z6~kI&G-hEXW#7CyNOWRSRv}e2TM>iUPwQ+zJ0HI|(Kkl+@!e$P`RwWrAA2UJa(usX--D8H)e ztoFb0gVc12)FG_MYQ}JES9QvF0I;(m>RKn%J?wcFKxEfPFpueUfi9c3!&5R#v=d(A zm>`?6QQy9DY*RwVix^-}WRSTwhH^#rrK|Wj$gdtV@yOhH;V$Qap>_O~hVKcJ6)v!) z--q4{AZ`@1o zzJ*&iweOD*#=}lDXf%ir!)$q9&M*dSy&1jGO7(Hn? zu%1ci9X|X)*6OMyjo?5{(0Nv+w z?#oI<=`%UTzA=m4FFtN!9P0V!pO(`swg!sH7kpgXX@u#5RSk zN^9rE872=+3O=?)61!jOmT^~iC)^DNU#sH;e6_)a#%)%XzO)E2SVmlSp9pYb{0fQ* z)AbAP?kc$s66nu0=dTI*gc+Z+3(D@0n0SEMmq z5%n4N0hS8@;jc0EBt?>?#`L}|@Kv>n^rf*fH`C}+r0k(Cq1ELhSr%fZrg)+x;j*0# zTCO=%uLH|8H*7M_y4+R$^W8<$*2iI8jFlsbxk`xwyAPPB1`agPPz1H3IJs^6kv_a= z>(ijvfesmg({scPrD6aTsp#KzQPjti(yQt9fc%~u56RTe1A7|G!(-ANj=s;$g3lOS zUiCokjtuD8fR{v%;>=RG2O>QiUk%V2G;r8uN>~Kv35+txl*EPgF;<4}wAx8LBp5&3 zB0>0j70OH;!)kcjs4!>cXx_3U=NYG&UAOcWL2v`c7;A-)?U7X>m~S)TXKi$%Ppkc& z`W&N(65mH2ZUmS=YSTaa7J3~4M&i$3Mn-Xju~(vliIIoi3oEb(K9^U)UVj-DJYd5( zT}&YlLdEU3;s(t73PA%3OqOiF177NV#t2+ZWB8O=9T)M8l0qVFjBlN-(z>M&>A{|P z-pRSOp?7jCtpM2psuw*jp;ONhXJXg?j78XIl#WZcIRcJ5iT|E zln|PrpMn!Q^=+2cNeSJC;2nsJ!@1RD7h$#N(Ab?*L4|x|jws(i)B7E;-^CWc21QEc z3BxZA%eNETS_QYEdWxMuHsLlQZf%}ISDGs&Z#6%8ZL|&` z4S(prIum(dF0O5V%X;w9fo225U;TL@g|7mjLIN2rvO4jwM%(ONygqFd=unyHUReU& z)BEZVwlf2-yiX%`{j0=JHGA~gh{A)FvoOv+caGBQTY8S+^Nb0GgXyFEho+n>l`9TB zA?Kv}&d%{|1}mp}>o6IOBLy&^DsMK>lcUPQeI7^_d#MG_^vLk*f=^}4AOw;h02Y7+ zT7;b%OfdQ=;g!!2`*!=5dFCLTgW$g!Dqb#J+O}HQt~yL!I7X+ z46G1_Z*$EV94ui>ToK$^7hyjddaqmlx~vPXTZYE6HVzqyiriZ3vmTADgPP*U@EZs-wX$-4Cm_rys>a^}B z(;@+_6dL@BX>hdhCmm&2F~Y?r#G*h@PXJhq7fQL`cxQRWc4#5^=tl=WEQ1-sc(o74 zQ!-?Dc>>A9vMXsjskI9U+r2X>7Q_niUL;4ANxc~E zcRO(p52ahL^%(iUIe85#oE-hK%Bjf8$5I=egAQh4#P7YqJpuhH{A+bkr>P(oVm=?; zW{cMu%19vA`WZ8CW1#`WS~cEY&V`fw0cOoM|DHd&VT-=Xq-L)-#prbB%*SVQ;B(?2us_ZdV)~tOS>1+RkDWdE&_T3dGkJ zgicvC8vKE2^^j2prWLd#_;Q)$%Fl#QG1u;>^=xVF`9#*1@A=PHOWYm`QYiZ)66fpjn-Yh1C%f;Jm87;{kFRA?sno8p#(!pAjm?iqUJ&_!Upvd zW8?QsGo(ZX17Qb{p3Sa72VF3Y-TIx>ChJ@WMqWg*q@r)s(byGkH1EtXCgz=I>7x;Q z@~xHMH`_icX#IZB<{^ofo`m8HKv$Z?j$PkIMIKZ7#<1n~{2D;#WUHaM5+w}e9gs$F zFLxBZ+Y^kM0|_6gxrcZ4WuXxuV4RT>J|%w+Mnz83$IhW#(9%L>{wk0@rMYm7jPM;M zP|T6s5E3msy@4Hqkqm{xocpteJs$rX_9*)y^GU1^R2AM#JHgix<8!HF+@D_Om**5A z#}a$W^s_2`6o=p+7&b`N)3e)9#W%X5k+7?C%}7hrD(V(&sCb2fxR3x}|7dnDc^gJ_ zo0_@e~VxIvxlMCp{Uu~ClhOp{wlG{z?CyF-G8@+jg?WP;>E&4`W# z3l|94?YAy$lhds9>VLtFFE1nC&kcL^Lt+olb5DT!@qPdny}8`joL7{UlA3d}sV6{u zuly|O4(?j4G&R-hUyHjS+IeFE?*D;xmnH`>37t%4ikRbB(t(-yB@YjGPT;6UoWS+B zGsq9lxzXLh2dU|5!qCD56!mT^%@0ces%>vrc4$9Igv2~sf#62D!{yxKIZe8(&Okd* zAx0VOlV+pbmq@$2(oZ_idXZMTHX4anrF-+)R(>r+R#R2tY^Pr1$(P<{vZtD)sU6VG zPI<4O{9Im=TjVH0pSb%=Oo#FceVs;+<}b;@-PZJP%G8T=xL;F%-CCG026bR-{PZfy zTXL}&x>gZXeD@h+@IfHb&gx*nuhmn(IDbj63U*sFAdzgq@;cJ_nKeQp?-5 zsRvGmw&!2Ng6JWOEF8Dp0aH(TXWjras1aj-#^kkMJF?XC!<4B_e8hsNU7wLW5NyLw2#4Z15nkE1F;uc8pNXchL4L+?c=go zm$JU7PRN)kX_@W%<8}9jZ!^i@#3INs1@Xe z@#<(JOVLQ4i@zBff4uJ*ZTaj;Msv$`{cGZSmVNN&UWm1Cy<=wd7UA&HfG)|)Mx%&k zD{ob$LB`Q*%VskA=F*w2DYSs%2y>6JR^ztpUcz81I>JV8pG36M8*+JUIg%o^p`EKCvVcQ1mAQ%(H>>#W%Mde6aPzg>s&0QA%h z`kb=PgVBJ1q_YAnn29sX#0Vrm?LZPeWn{@D2?>Yu;bFCIcqkk{o{pV33})8ghTy&? ziQ?pJZUM|ZVPy34d;XAEMnk%#quD(x%>*)2s>XrFp_ACa4W9PdnoNQ~BRVkp0!%$6 zY^Rs9aLA|%7Wkr-Bly~2+!4XubK$Ipq0iCzX+hH51*YYGtg^g2Nz~d6ahM!9ghOJ{ zkjM7TPVaS{iCjiskNdiZIdZ)C$YTSJRbm~eJC9bjs(Mqf)j%1Snc(JUZoV`ViTHAf zs-!3;N>{#P({%fTcL6n3!ME=K+j2hp{w2Ii(sH>8)~-Da?7M*s+2vf4v~?d4f)HgI za5DnI-~Jy|WLp&rF1RescL_nQ)i(LuuLLc!>E5t= zN}_!u0ylm2=?=XKsTddZa@e8eM#37MBY_4NYrg{=_4l(8$MP2~pxsr() zb=UY(0^zi<`)55n5h!@(*?hdGab=vZULEwO*~#!@h=yAn?{u9n4a*xvt{^AvKf9}A zV+IA#qT%xLA4T$qC@~xaI8-Qm445^X9C}f7u9M(m?ymAZP3+|DLm}YP>%9vL_9f(NoDqQ5XKEH`Kg3 znjEOM8?TisA%pGiR5vVf?0oRZbwjk^JL;MHFMEReJgA<#uFk?{d51wf_Q>*` z=)m%?+*Y+77TGJ={?Ng3ubq40x-hCHQ16OebQ+-es*Q!lM$%B9Cp$+LHGwnPSh+v< z^!ks~v*^nKlT$ZPEPBvBGQ|Ejal(loKgs~WZUEpsVFu8C!imQ#p#AfSMB7Gj)4NzS z`GcRg?Fb*ZA@n8NvW_3)05T@5MRDr$3OiOj3q_!sC=f}n-OELLi3kcibq`9HoMEyN zZxe0@>$a|A_g*74b%5^>izE-4zYTv%scVSVz@6{ukupwZLiGSaR7}sEiwtLQnL+zIoNZc#a1e!97z$RKc`rU9{3<8ZL(eo@mgloucw& zn#eb*@-I#8X3L z;$y%nb>}OYsrvH;}TAm#IG0!{P}ceSURd)xOKFJWIKh$kx7L$!(NJ zgdO?>CEs;*z8e@cW|zK{NUzwdeZ81%y5(jCZD4pwMIdVx6(C!*J8ALOhuvZ zD1k`HIxRw4!a09a zfda`Sis|!4=n$HeA(zQZL5KL}ZEEax;z5>7b?S=>HB;*R`yC4Nj3DvFPB#VYZ4c#1 z6yz7XKrQpNm;)YoA*(PW=H`JB1)4O%xvDb^N3>o!?7R2sWKvmFy;AIj;wTrkTpOX@ zz(`eAYAss5O(Af@4Uez#Pw@JO-cue0ddLl;T7^o69y^p!iZ})(B!Rpe1k&2Y=e|0A$Ll?;uQknWj#Q0!2?d{N z2Y@=F1t;Kn)-E~Jr_(UJB0hpti%!AptQPkH6D4x-#F{Wf`iY25r}{t_ib>=!xiRHEsZwAO~Wg-1#pn6I8> zBI|n3Bw0W>N0^T#%SJM!uy!YXP?b8%Xb;~0tT-$Zz9Z}T+G{vrbecNoj#OxdE2Wo0 zlMa|qu-SM|ppx%fP;*2<+05k>!htaEDvTE-e4@&6Ip>R!x{}J^q#??U?0hKF5UZ!K z{x?CGvLx)TFnlki7)Kl(sPTZ3DJPKf5fDmz)DZ01h2ux^h@dc-G$(*6z*6FIxUkaP zyv(>+#S08TogETm&X#t{q0dFp8~5~H)b#3u?TzT+MONXmMwa~zzUi*z_)GzrlGiDb zYQ|N?D6R}T#4+;^+|)0+bkxyv=7*^)j=m7N2AuVp%tlRS_iw4S%G$X$CGuzm@wYEc{Idz_O%^<7Z0IVNY!YG7_`ZgNZY^VfT7)MZT^X5A zG{Q~SaP>5V(>bZV=n!Cuw7QvogpukmE#hNNWCv1@MF(_y&-i2aAKR+a`f1L};j`h?gYOlZR+9?5t}w))fN6<+^vIBkLUHw@_9`t}V| z?mPs?yqtj_oMnFoI~(?#igWH5V>i5uRSx#NlFi?K1QtJ^1#7;Uks#|csVE&c=@1k7 zip~Gnolp4f>huF=Wm|Of-XvDTxpdsG4-B32O2>;L=FP;Z#wfo|8N4&cYI-wXg*h0 zU>ePO_WaOT5ewJ4$;{G=Zt++-SFs)cK{%)VjSBcNjY{z||8Zw8!cO<bJt z`H@Yy_;@j$24B-eVt>pb)O(+8E=~eje4<2#Eg%^av$OEr?)?zY6Y>wzH0BgFQd0sw zYg`)wk387B_k55gmU;wXg94zRzNe4C? z8hAI`HE}pAKh(S3JOgW^OI_kr9)eb8)EFNkS0foeE?;R6VTuokL}#w&X(5*=G`G$V z3PAueuXG8J_8nk~a*Zn+g=ZEQUB#Qs9^^7tV+vUQfi9j#yHtgI7UGl0 z&bAx%J{ZU~&(BF?uME5Hwu`R{n_o#8vA!r&+Bo-itRUzuecw5xOVc)$ew%yXlTLo4aG*;lBI{A;gy^HoXeuQA5b}}BXbw+rQy$%;z^UlM`U*=T#7q;3 z$Pb&VYmfuR6YcD^zUJXBardfqhqG8OBe=!JTS~JlSzbH~;`X+ox zIQiI6(1%_}M~s1r1cFhLx>=~o_~~Jij)y#=Zzbem z{t9OM37>Ouo)E3LjXc(?!VwrW!9}tU=2WtTeil5$DC@9zp2sm~;3E)$t9;WDC!=G! z9+Y>`e&+qU8=($86+DTb;Ckq^X+ablreh$FTQP(G>t+UT`$ov@Ijq5b^x1q+A==y;mNsf zA;%GoFO30}!#L?X1-B=gxEvOkQmcrxy0nXTC2@3HJi4G*(mcr8he2<%6DzoaC_%se;@3dMYG*U@p60$?Q@;4tmyiyx+ z2D}*0BBseCmh_EWIT5PmHRWTC5i9)|3tD$up4KuY$Wvg_lth|FJ@Enz{7K()y^}1A z_z>jxT)BG{H3`WNYNSZpMQIb>?cjnykjh|FuJBitQcA@v?{Pe}a4S))oOhA0AN2zo zBA!h>EX8om74A==X9um_GS_Iz=s~Bc)}ly9wILX?9X&XB%-^f}CLtrwkL-rg*VGD^ zo#!~;tMTpzuded0fSZj5mkQu_v3N57_G73)h@km zlx7w#5xrpFnMnoP$j&QXaRVaEKbs5{avLw*mJUy!=Qi;ZaP?ZnABFGpI`ps5FSED} ze%bPe`&hu2tiAGAsl|{g)+41}cwmBy12(X+?V9;uQ2dcy=>v7}`k^x$;)&0))EEDl z&$S?z}X&2||^bWLb^98x)Mqf2mu(8SArBBjytFpitt+ZXq@nLMv zQg{EQ}dvv<|KnVP9d~39P8J=*jdWlkz z{SyqnDG?l=5inm%b|YrzfkH^-<(?usAN5zt(_|X{6T2*)H#{p z1|&0IHMCy{=5~_DgkXi|6qd={;{1sodMfwP%Ua((gTSEj7(VQBg7c%sPZ5i!L&%FC z-yse}K8=SZXnQL60e2?aKWLmL-&6mwxvn(ZcB0QRU?0Qx@3fU;UAN@b*#W#=5?s8k zF|!v}5q}H)!M*E*k&y+Dc^Ri&xq%3=K=u>gRPbBIu89b`mKvdP?JZpX*j&#u_V`KM zo5W7XwZj3vmsmr>P6@;n@VGI*K&R?4tw!2DJ)|0Jq~4LcuDHV)u$=5tTKr~1iy2o3 zL?z??RNcg!x4Magybgeu*JP4>Y`yYaz0GzHzvBuf;^Wl2k0@@ki$h1SBx8T5Q%q3V zvf#l}kslz|uFkm$W4PR9tV~Zj6{<^v`}sxN$uxCXc~EzbG?O2gIo+O!L`^MRR~j&g z>dLs1^mc6|ggj#R2M7swKy(o)bI6IohG#KbOhN~7z2jqo(?WBQ5eiXy;!yd~`M}sl zR3s|mC+bRMqnB`ldxqi33n)V?8?W?H&zgaG{d@~l?NyiO)cE?tV`?p{e&kLo`EYtG z{c5BC%0|gxHm@(S8?zA>hKa%}0YzKGJp#U5(^hG=c(FVTx6RY9+y_gfgN5+jaT>f) zSDK6wl3h^8MP&sK^LEU93aK8&2Zskt`f)WwE?kNOZKuQ)qT;ahm}_j^6N0D7mGa@g zKo7fibCE)j{F&RfIozW6OPxkfs1hTC&gUwbf`5VFx|UU#LLZa%bs_?{e={j1LdhCke~@< z-=y&UTX|i(Yv)h?<|PXVM=z(sfI%o5$BMGlkQr(JHqPeg>Sd)Denc@Mn@~1fR0G)r z9ZjYu7O+O=8&k9-@OhI2_zC!f;e|0>2Sjory2z6waj)kT8`M>CtwzwN3Ktj3bT!vv zyMSQxXwdf^{%q!;2m_j@tR!`1VP=UL%m;f=g`s^E2^o_>fIOZPqC~+lpTW$;0nr%Z;Cw8OR>D+<|=5(gg zpBpqPZ3nEVC`Q2{Vl;Z|3TPMWPP;H}ofAwR=qDt-=nx=YZ8=TVH*m=MDemR>V?AnI zFB@~d=dX}OR8y+g%@*4|7ugOT=!vhZUtF7*dB|y37CoiDtY-Ri?Gse@y=Onq16lSMYP zQkY~jKyx|~648x_*8f$}VsfYmY&|@M$GBIWZ?+HW% z%!uf)K17DS;Tbi8s%tTfX)r09WuJ84Vu!KR+ZGH+MbfId(ZZp0ff{ZQD~M#L{%b!( zrb&T;%gwSU9N#;iy7o|upARxF=1M~taydLH!j&(G{3ltLrl0s2txjWGwxU%;CK|2L znc*Y0$8Xf6;xU^{8-VRP5V)2joGI&0`ymR8i!=bC_Va=6&MRO zTingUZcn_?n~pl9anNE;qZ5oN{rLzysiho-9XTJ_=nEsA%Y%{O+Wl};MrkftYIGjoS=w=Juks1wa)`9{7G=(9Qxi! z=E}Z}>uHX_ve%}22vP5@;*vmq*cUv0!^oTO`>>ywonJW63?j_fuPY&Ai8m%zljVi# z3bg6l0A{pi&0LX>qQ~RAp`(sk!X0u=STrgAEV{2EALdvuSg2t7PL7Wn`>>-0Q*Ke` z_QRQxVMvb4GYQf(AdQ(~si}iCJn);x^u_O!R7Vo*%r%1-|X0KOBiG6i-N~(GHgAVED8% zst2dRk@Xo*x6_I&4aHz#uzCx4GH)2J-h5V3u z#e4iZSo|T|GyN?=9U19q(aMKV>*DJc`g544tGa&khw*1?iqfF1< z_k4Wh6hn)ktc`;wh=T8s!ldfViRX~xV&IF>u8jWzp8whN(-;?@Lq%6CVoSDR{G#O+ zHr#F(gKk5F1Yd#4)y!^kLG$dHJup2|*G2V@?2|%;3T%8sz86dy1B!&Q_1nn(HTu&o zfy2Z%sHG5pJ3Jk^26(?^5dmWuD(QZRm@vMKWNiDjNH)}*FPi?hl2(W z$U_i76n*5ABIGPU_$3ERPSjo9q6kTJ3M#afi^ptb;W2OoWmQG{>K`a;&804MjjIv_ z^Q}PDiyv!tI~mlnxM^pJ|K)FjuHMCt>J{Pl2!%Vt$>!K9cVNM4TtDgw&FZy^od+Ek zKQ>`TNQ8X1IQ4RN?15tcdBK0Uv2vzZ#$IYZ^Pk=S4=-wG=H;r02n)>F0b*->GB!|? z>WHFa?bh>YVz=RFKk*umLDE`IGVxku2OnUhmmrfO@k=m3%PXGBo{(Xa#WZ#cl%ynu zapjd?#_#wAa`5SPuQGALitY^aoY?n_?ZF*>+0lK(Fu#W8cG%?Q01^nw#qtpBr^h6; zYfX37NMKKB8m0QGdN(+u_t%&&$8Jx@66dfy{HPmA${qoTWCKcJXn!z*u z?9Oi3h#KYX8#78QyYnGE>}^eg7@lRtD58?eilN>LpDCA}J%ck&rmz~+pi=Y-k{vrE zL6Avn+D1tpf)p`69Y+jj24*8BTy#4z#9&k^yfiQ5k@DDVv+G+&`Dw~>?w?FA|7%~) zz7g$)FXG?iIs1lXLcRzcwH*F`e^VpeN{Z;#rYG}~%dNr(E=L&}FXYN3e_X3XTq}P& z&nI!bGkWRAyajo~nIq=5Q*OdMcsP#ABuraH4X}xtD3}lIFmrzy!2lZ^L1csVh?UBe zoPAMow^P&y{Ffa78cELm@&rG%hlZ}-~131XrsX%IUHFc$^(R4D9CYo{S+Bjh zM^?dInWY`nOfd*-w_xzen<>_M0p5IwMIFg`XoE+iU_Q4-u3>Q;t<*`W}_@8KD%m`OMrur^`Rh1M( zi74WXqK%obg)TuP-)^{=pr%e67KQuBAwt-C^^=ENMM>nTA{X{aT8WpXm>15U^Bh1K z5OVrpVjfS?De9^o&#ZS;>8uR@3-l6)oHolUv2v-+(LW4hs5`8)?U3#%I5Q{W``gq{ z8t|Gu%yqMzVm-CA-4|72lP{n7ZMsTziN7RR9*0;8_cfOoiE3{UfVlf11+V%}>k453 zn;~Z%$xBN}3e?n=WVm<~>EDCW+9{tI9O1~(ol`O8ZbzwNNK#X&fH|exRi0# z7O=>*-&y1g7ma`9lE3xhoE9@-%XIT8rSbzj5e-+?WgfY@^j%&cvpY4WnIf8v--NM< z74LE}mSvX?v3b`tF*lr$1>91Of{u>-s_g>Cft9=R zgI(1y0i6%N87NO?3U^DrVtVjl{R2ePAgn62>C-0Z7hmLGpxmRV>!wfn0fq*JVJSYD zuFIyTrbb@|@n^Kf6=0ba)|w>7@fFzMp9l|rS5qPERx^vpD_2eiyhX5i0w8mjjswN_ z$S{LeAC)_w8C5M)iBl(4Dd@JH;;c?{b78XaC|Sf2pNr*5&*g$&IYoRx@M{AFRfdyD zfhy*uNpKqFbMNHJ6=16vp=P(~VQ&#f@Sgi8@_2?n_ZTU7sg1Zh3`72_uv}K9jeyPv zY0@{ISc~g*DrgoD*H}t|FO%kfwoy+Z!7$ijL4r2IFvi!39fBi_FhfbA05XZ1s#b|H z13~Jj8OF(@xHAGNLV?Y}A4Zwn5~wjEd^Up<6CifwMUk-`;dT1NIa+U+<^QGe8S|Mk zO^G&|$>s`R9bQf+?geSCCj$||Tu3Ya@p&qdk8vUI#Yk36!Xiq!acBckbn$yccS26V z+V)>0Mwe#n4^sfoM7@9=y;!Y=!oZt$sL+es-sFXPMiB4xV=<@qKk|7V1d;Ab_3e}` zV$PkOR8Np2A|VEtt&}x-$vrV26)e!BXYwnRm^iRaPBLr_L>cSVc?U`*{PMw9v2D?b z5J~yH>B<~kH&=q;SxBo_emcz{3Q<5P3PmDmMI*S;$0_wjVP77lB%o0#V-^s2w6f-{v7gwHfSxn11%T4dQU@#~jWfFwx20gc$MI zHGifARze1AZ8*V+e3L4VCw@TAb#^3+vUghv}?kI9P=;vhza^;bFQkqfK! z-W<4Vqi^zCGz(5bg0Y-ffm~xR3r?&h6+1{zBIgOn-zeZCj47O_OHAY?hj}*w$B$c5 z?X|sSal+e)#i?-0!t9vjNJQ_BrYE5MRjDDK2!jnc_7bBF6!cY-)AIP(4s~t4Q|0a+ z3zLxjk-rS9q$MJ9;LnT1Pvj>(exQ`!ZkTE;dHxL2Tg@9PHBgh)z>EcLtHzNScHpO zo{o_;iZ3A(QC28PF=ss@1?7hbaV76N5yB{oW4|@2g98F6iM^RjP<}qNWf?j^9m~rp z`LaBNOk$abR)HaKjUokji*^-jZdvS)=( z<#&YU6=cKx@Xv<(U{aJuef;?3G%;h5IKa`MDg)Ob8^?(`l9cV7Uv-j>?1TRDK0G}o zY+3|jAUfu^B4VUPn@4J5+zX4C?QTbiY@0addFba=6Zo&AlB!-%M6g9)Kd$>&t-@%n{fVB-ot zSrn&|v|<81tY+_t@o5f}gUY(RNHk5Gn0MOYBq8Kz{v;uuwoP~%Cdta;l4!s?_Dc!c zOL2pq=JYrw0fLDWl!Qy|t{D312Xh^f*o@3iSl@^}uhCV)lrK21f{}MU4w62u?37mj z`95ToNTBj(&`4T5{7*8&^Lh5>aF5;^vjpzwBIk|^F(aD91fZD$FNA-6ny+yuQ*IV_8N(PbxV%oiszDi51lIfD;f-`I?I zw7PYvFmFFLiDa=|E-7Gg?dVRj8R7NYZZ7m|4}L>DEDjIP?4Jam-0vs$Sdv@YWrPgM zR`~z)vbaNSj)x?y-Qj3MRCb3c{FVL75;^!X?;v_~KQYw-6J`RqeSO$5z(lPYlJTO? zZ%|>V6b_y%8O-UHdz_UK)ZRVUcj-mAW;FCgcxU@%MfpO-#L3BAfYwq1Vr^xZt`bVO zbZSLKGty@~^>8#xa4UCanO?2bdO6}xr;wn}AEqE@U9Ub5_?$&mnredsE7H_!Ouafx z90$yiu2oQO`!t*KOu9NVLi+j!W%}5L!Tzmk_3od7eu3(|)W5zLKZg%o=@LnB`C+w; zLlW+TfsCK9B=rbou>i>!eVo&~kR9KP3cteUqmCa(vtT&ntf@Ui;S@`Hqm!SsRhud8 z6=IjS;gGI*z`Md|&GB5r>#xI|>}-rRO14=jSmA@aw6|8&3~oo;%&JB`G+oFGoj5{q z1Lq(&dG5ls*gkr2vbWI?W*?nKbb_l?+=!p&snqwrY)Ec<{qD<$^2>(r1D8#>GYxy_ zz%mH970i{Q5(|)w80t;zIz^aQWP2D!@XLS zGoBNhnrE`S!4$yY-z#<4Y-r$W}DGRaU`&sA)mCfmN?XUdYJcCHX8HAwClGGQvRLFz921gRW$eSCzJ4aX-f{vdCC{V6~!W zD17@_I5f;>%N-ggbvMcG-}%^8>4PLk*)puF{OXiTiYh>AwPjG(VSk}g*ScGzcY=+6 z7c3ayecK}X7OYN$slD}`%!Gy}k6AzKcIw5E-C=No(@_A9F?HgyKDN>4#2WXYY`fkd z>I_Z;16vsU^ggrx^YCY0psMrjRBxtF_`|x02vyG$In(uV2MajYS!VT3>Z^JEXju27 z0|LYomIS`xw-@e88u67SX$tr^&{*x};#C#>Yl8JacZLR#6{43>?V z+4LwC>W!qA&xi1dA|ArfP{qQOVPP)rt8$T`u-m5@Hf5Ql`D6xA(Z25*s!KmPd~?uj z6!0{11WN=rfrEMYMeLHXk?I9SDot1bqG}Kb^Z~|HpSdv(YD*b}#zd@fH=zE*5r`OI z_@PYnEf2O|0)%`zG~DbqujEB?-;r3~V+|FQ$f$9el-$9-HsSIpJv#vv6X`B6K5qkB zF^Qk0&Kzzf*;|s7M_)+7cV+^Z+h;iOOw%)BOMop_XCtPEyaFMy48 zgUwN1A@Xt4j~5GgrwqW9nt@=3aA#bR)n~g}J0=hFdlsG)st;AViSJ+kAh`{d=;&Xf zmq3riMaX#Rbs9BS{?VV9noNu(v-A=^*WW*50e7~W1lgG}tD(2$4&?+FQ#NiAxC4Vr^hHcpOn`pTuuRNR@Qx{-?|CV) z^TYjpS3_5{>WiEy`$TQw-oBf3cBrc;W!bLKwGAb_L3eG{w%gK}>ud-Oy*p7N8=rnn zw*@hKlBwzMXcC?~_lCSqI^`==<8_v(gQAIRy|a>!SgMZ)Ik@`ip(7GHztmAG6?lp4 zMGr?E)H+QS+V6Qq4?~IG--FK~Dl`!~hL?B&7UG;@)&5qhAPKh|U`vZ?yJTa8H@?BS z2{NbeH+5Iq*Ootqhh?s_qV3ThepTG;_M9mg5pj^MYi<8qy<62e>VEvbI3TrnRQ=OZ zNsQ1YPqjFa7bC=rRI`VT8r3`M=w~rl^xY0FF9Frb-`5ngg01TgA+bPuq>2lg^mBgl z5*8lTa3M#7us6&2;FOepXiU#PhbweT%PLE}q0NZ$f%Q+6i8P?(HG)Ik2wyCaSP9k8 zF)I7m0sFpErlWx-xmV=4bKS|MrfR3IJi&0|ppuPUH4(7oFWm$OQdDE8F}$~6R>OD< zd4J#=gtzQbKfZiVp+Xln8d+VZo61RR>p^0R%|W`R&O6Sdm~{I1n97Rs>*w#22_)eH zKU`!n{r1ZksSnB;W>KeLE*r_p6$6t0I!J?=AjBTw8BTzTkMOA5 z5EJ~*X`VLts92Q#YyYDPE<9w$nIWpS0JE`QlHMC_xgUswv62Br6|*$!1MZe?u1DNZ)Tq`hyQ7#KXj2%UJD zIFRvFz2b1LRY|Pydfc-X-vDsIJiB+nc>4O-Lv{G2Qwnp}7H_2Dhw$rS-uYvGLpJ4Z zk@^#(Yavda9V{#rw7HCkRnlxW5iBq-PjO?;{>tnf|seI zNTzz>LyrQF#Cos;yx&V4OSK6yPHINm2=)$hk)?%DAo~syf6n3rF_8OVAI@{FxuHIO zcz~K57caf>zC;+sh?IaC$Oo>Lno8g=+!J!j-|%A*GBDmlKp+V~f-!eR7B>?-@Wl^G z6MvAdhY}?jnD12}6!F4WJH zTVz{alx1#O3J%!UF`E7kESVg=i>YMAk;OdXio}K&q<@YS(osde$27h&rvgr<4uSq^ zum-CjV^)E(OiJ0)!!?x2FI4!17(qdGHhHYNFf0Al0LeC*9Y`or|li zIt3rVBSG9Fwa94`--Gx`kec9zVbomH#z2FU0BQVtCd8bWLnc?GFH1ig(k{Ts>?X+% zzvivqmblE5`11ST!HLA$UsADl^NEFsxzQFcO>j1L6%G`9+(Uba%hy z8gOpm4SCru%zyJYLq$Wtdbtg3YN=?pS!`-(5@cfJ0W4z7Hj8zM89s;Iz6b_cl1PA`FtEui3UIkGm|6u6 z9BwnEb$NaRX^K9iKQk}JbDnrt<&HuYydmkA0LIJNWf_p9`fNTU2^IC$t%ld zg}|Szvn>%QtnYk~!y-8ld@c>fuo z)mWvCUe3jns{Q&2X~IOPKO!b(x~`apqsNy{zrL;*Nl&~ZKr2(jjb!n`->Gj55`M-x zhc`9>`T!BQaF~gttaa2lhiS` z((DMWw5EOi^TLz!=`?;NFMEkhL_vr!>Xkexm;(PS`l^1{9`@T4Or@p#;)ZY(Ipq)?-E|4Qzps2%SU>G$n(Z;~@$W0AnyrL#WS4dl^ z!T!QF@}`o{elqhhrzI-yD+>kM01wd{kSa{fiqxOctz+khlF5=z>GZly zc$_ToKH;p)STqO*Kib!Eqa@7p{N~?hSxJl6>3>Kz9p(6`PpN#LB6A-h5Z=)lWUW&2 zM3I#yDXB#N0}(2meXoKYdvkuj~ibe^)YtZX;i1uV}#_kF@qcS>Wu>s0mnw9AL+p%xu@o8~#@3`BwH=m(21@ z&tA&nR5q`HGm8CJUGyntCp`|kx{Cy@Jm%w-(#r8P=FrbAH@B{YNKqvp?Tq>xn)CdyT!Nk*^QoG_x7U+M_U2 z7Rw8lB}nFAw=kO+E6o1yxHMmvO@07^0g?tL#Xj5&u)`=*sQ-~P5H$SkM6C`yLLe@> z;XI11z5KDi@!KDSYk%{hVMu6?NY75rx?0WjG1ViOGbht4!B+<3=mp%U^S%P?@kzb{ zdgHt!&^f30T~L08>ScdhU5E{u3*i^%S39mPe-Nhc^ahb-H3QGe53b?QYf0Ha z7Ki&HaX#ndeQw9RAqbfb!7H$Ei2LR)N9MlNmQk(_+lR*Km6@EJuQy*HgcsI}mu$*W zIl@l<{6k-ESob(l;~^9BSY9{#QsYuWpzRO3>Y`h4JOM9mSB zlZT9^5^~$NXIoe)?$CB+#*BG7LHY5YdFS_;1Bau^#T9u8ahDPKuY~*vh>`G66=~a! zQ^Sc00Qlhv2+UOuSLdUr)^-}cyL=V5gclDj$>Vgy67HGI>}bMZKJ^2Pq&fO~gaib1 zLHaXQ=__-pc#J9PmLzwX^VVbK7`(@FZ{q$&=ItOlz zpkC2wVaiyU9tS7A-r!iNC9v2@OARlohp?PPmlex|6PUN)?p zL%QxRnybCgLj87jy;PwhN`WmxIaK@T20fPsaDdjJaq1A=~F z9$=ue2%zbE0nT$wQZiOJ8*)KKp|-m8T7@}p)usak7{6G80#2J&p z)~NhV%dpZRvF38G?x52i+;sr7f;XZU$k2NREnjqnq_rVCpQ1^~r~n|&2EQpXhmrNp z6yf<*n7F|qSw=MZLEre!WJeR*p789FW0yC2=45Rb0Ji1AHF}I{nyDx_&VZ%F0oZBO zljN<@m;J7ae#^ax;J1ofmAyG{jhOPUSf*&A9|+AHQznWv6daqgm?d0C-j{02gA^|+ zRyj@+yP3|{TlJEv+@R?=w4cGfa*UkDnnyQsts!?GdQI-QP+fkN=TAx8t}sdZ7bVW&I87|#&KpsE~|zxWuJ~8Vn9*fsrN7)5xoDJ%e6=}+Mwym-1!dwCS{}2edd;-M6R-q zcDlmQ7R?tbqjWM4vHdq32CA}jMWEC+d;wJH+zN&G|CRKQJfJXJL&5p)eza`ddhHA5 zNJtfcg+1IOmIF1QYMrc;)0H)xYgH(Xnl-xz(FSc3^q`<&V|`&P&^WvIrx+l3`Q62 zH!_B-M#It~t&5zB8~63zG-l>Zspwr2R!}88&w7@_;fo9#bM=qP9Rm8Ta~x%Ufks3x zqX>i~F{#R;jPznOdo_0QL@$p6dap3Ic+sO(j+e(C$IL#^qNsAEs4}{7F^=fp^#UsB zy}T**po4a0wQfVccQH9_Hj;+Cndi;YjMb7#`I3t5M($(fFsr7n)03T8wDm%NHlU32ailC1GBA_`9u~^pcG7Wk)Z5l%B-`E&T-&q>AAS zbyWzNuDhYB(oKmZzo*2`TkfHc{nku;+uxme-3GoNqmZtO(Qz-zkITz)w1DrM5_s(p zv=P0-BX~7<58No4e+Gt46+th~?^1k9lvX{dwp{PhF6 zvxKYuoprUVTav03myF`&d&;TP>(NWNz;MzyoBDm536;lMb(!ZkrjSP=ffUnDfi1t= z53?mtPpC045_&&M7IUM)U_1V(Be3hv9enP;K=4Tzp}u6>v^E>tulD0uaK1ws6)^JJ zkJVoFr&Oo>qb8Cn0-21wl?%la&AAwtv)pZ(2&ELVt(C)#%fFiMdu>wNmr|m&$N==^ zLV{FQHsow{ig%)lBeD_<;0st7an>O*FNaf#{KWWEGo+IJWS6TObqZMXN-3H|w7H;Q zGh_Swo(Ghn<`l#C-3oWvwrTyOE^qe071`$>!04NTtK#qm#}l+Ah+>kYKGqk8Y+-Rk z13$DYHPfkBKG2}!1bBZ47aa$%OW>AbZ>~6@``}&8?qx`Om-ILMQsNic+cK9`eASVq z6x)4GvyzoAVBI){7(F0LS-ty?*$iqwEM~9gYaBX9c3)#~KLq4WFauC-q+S@Cnb%Ab zIR(IO68d&yw-WmDq)iiLvtVTgMI5C~A+eMquH?@}BaJf_YQOK_B-W^?Q5hPzvfb$Y zMsXWJNJss#gVtV9Bza7WlU(G88-D`6&oz>a5nEEk5+Tr{fv;U#%Ik#QvW$x@)7KIG zudU&e7|@CPc5)nfW3Hy|NJIX_?KkRS&kwrn`%ZL8&*=fwp5^<}CW-j%o3Qp7Cf@u4 zq4$MKxRXm4vA$2oJEivBAIgyoFL^uAmX3O05;GzGk@hDohIu9rDvCVfQi8NdvZu>; z&(2eA^V{;jNJmhO){Z~sxDHzS-m5vGj&sqLU!cI7tp7oUhbnV`#gPfg{n=Y!VKFCev@P+|huk5^c#u0+42iB0~t z(SF@u4~;>5Rz1mpMdS5jtSrfPsU(GjZJ8IY4Nn zUTupkQ5C;U8^HE4KYsz%4I3rsUVZnU7tI?Mc|PRK`^$Q6#v<<4*tqgq)w(!;K^Y=HUj zy-3G1bmm|`8S;N${JRhSucL$L=M(G3p&s*yu8VF@M}>J!(Z4jA(H8EA}}s*H8PQMRk#^{%uZ4@A(zdU4OjX z-et-QD*7ZgCh}caG;fkbQfuwyc*^US9R(8&GnR^tmS)8ct$hAX@zLxDQ5Lfv9jegI zmAh=sTu8&2t))}>vc$ppMw~SCZQbdXL*o~N3tDONJo;Ulq7?f0cUK(uwd{BVy1cEV z=dkuD*myQj)R;wA8eJWom-nI6GVsfnvFH59=vtT9T2|X{f3Cd_=MN3|GJaS_@eZ73 zwygGzn>EI2rzZcvRw=$IQySeot6^seUP}eLpwOyXYkAG23X*w6|5~{pG5)B+o0Ro3J)`ZrK5@4m{VA7n{MhcLN!}z*;PHC#JDS?=f$~~E zyc3HESxKwlitD)SXl3{x7CNtA`!1B}#$^vBV` zhuW->rzaxP1u3ZgQe4=~x~DIdwB6}1M6#9&!f&axxjE)yR{N?XoJ`bi37@LX>)3L#Q6@Wm1FJ%)OgC0a^4;%|neO}51b1e0RkhP+ zPO8v0Y}{X6=grm^v7%WWS!{4L=NnwcTLRxirSIcHDX%krkM9qs+w#Un)up|Y;#76C zntj|=WeeGsbk=O5CB8-U&6GkZ4oowezu89Op??cO5J%AxM*k_!Jm zodC!{FANE-6_E~_8ka8r16^SY@)R-AiKwP0F78&rck8Sk{Wa z?<@*sY+S22jGy!kKWe2IKaO7e9foL-Z+1xpuxZYyS0(ycCaHHcC+iptziDdus9H2( zk|CeVF7~D2IA6BZDqn8Al>JlQSbp(9scCJ8xry30f&>@x39^=$3>xg-I?|UWhYP-- zU-_am*U6)_b$&tf3v`(geTjA*CdHvxm}_8E=}u)J%-Zs5KgC-* zr`$2ZT$F(elE|t^t$Hbq%!{X)%C|bf_3}(PK};fB2J+J?Sb{FJmwUDH)1q6Km{~Yr zrU!R})J-gpj`1789=+|JRB3~<<;;q(X3=u?NyFMpzO*1cyS}(d4BwI+22E+#Y?|U) zSH)uE(m=7&g!MSP?2xjF+oG6?;Im4l6iA0}v{sG-HF;c8CgYxFk@j`uXyB?LYYcBK zg?q14{&j(=THcz&mxD8m{j6&DO>D{qS#_Y6_{3w+uEr|1&VKT1u+G+4O}cL} z*EgK(_y*TI8nB*PyPR*8KCbsj+^zQrYDSknmaAoI|AP=7q^TG}3KjKs`vH{vIegCE z0;6DP;n;r<`+Vtu`@CL0mZWy%F$dLQzy6+0E==P04ROoM@rn`FA%Jlr`d$OD#WKoIrw9(jz6tNYF^H^sD1Wjp0&2gAmr>Da{sz2r3ko(~ZsvEp7oqo$n$;?gadD&-?ra0~ zwwM4+(fS<}_y-HO-_AdO4ZVYw6KT>FGwU*VE=_rs4(PP@Yqbm2Rj#*LQk&{@vblveZ<*Z}f$?bHX;7QTV^yxp#p4gQ; z#w~iQ=VG;-8_;n5f_puM>ik~d1f(hGhK{*tjq4`t$_0h`{8D}&{2!*SikI~5|H7_)28o7!l zt1gE{?PdulEoR-tI0!!hindixjZRf=!a_3e-rUdc9uvnuXFZ**Zd42M;suGbc#$u; zqtp{s(KF_#8eUp4+|3`)UEV^0eGvM#l8Yp6hXZpOK)Y-6%?~Jl9{PxHt6lc3Osza{ zcDJs_QtOFTd_~W;7Ao*(z+xGTu-k0FrDv>VOBQ=zY;XJ%!8d7x-Ldi5=Qfuv2`l)8 zuc=5VW^-RZk32&?E;KNAYM?^hJD$weEYqT-y>h1#X;ADdjT(@G7G!lio8Nc&t|2I- z*jS4HYeCU#pRwBvNrJ?^J9uu+mUz^wUdYjMYB z+R*l$c!*IEecKm*pY%%Ah1Qn!Y}-*&AL_jO3T+y7-MXnmoP=`}JU= zqT3fh9Tww0L;qm`$&S{d(256hMAmCz1Z=AeOVJwFZO|vI;WF&52= z89Hwdn!vw7ZC^ZSv$~Css=|?%{HsBoW85kL+NZBgzn!htJJ6MvLC3KVwG==m@2HOq zsxBPZYvx+p6KGad`?90eS+nCYw%Gh#Cm)ei&N7MIzU{ijx*Q)WjTR>_GkKPs%9mC1 zI&NWuvoz`#=;HVns82+7maZP5NJXB#iKi&hX+tcX$|b%MXqU`H?%F48u%i6`v!_MN zQge3$Gf%vI-kqw>dm$G%FMG4Ms@m}uU{r#jf({pg;lwiuK2k> zwNCp0EOcX9Ue>L=SdsZkf7M*^D~^?-K>vLy)n5V}EO5y+JYBkfBQTfm%)InB_?mxU z1?P+9+sx~Xw>^UN0hz>K*R4|6n}4%z`>Vad`~C{g2bC;QlS^%dC&yl|f|&m%&^rIx zqf%fgbII>?mtuX`-~2ZqTfkMZu66LXzru^k^mC8Cn!8=Z>EEKVJHYbqR`h;JSYlwb zir#5`eN~C0>#Mn^uUaYWIR#7wRrkB@Ywc;*ofs0jpAlGkp75LgVo^z;t;n0W75b^W z^s~Oibpy-OWph`bg%wF)Pwcf0h&v5x$yDiwyqGI~(Qj4sqRv}Qzn#k;!wQB6ig}$E zt<;lB{I`- z#OZGMrR^?2gSUbM65>TxUdI)+g+*`epv!&lgsOeg1;b)n8u)^4n_1?NvotyMwP*Xo4CV zpp0|(GBENV@J25eeU02aUj1Y3-8=2Oy+bQJQB`tm6U;wcyyGgOarZUD+*^3!PruE% zhd?PDsVZl5-O%s)VD*27b*7MVv=`*IkSBHC>wXtZMyxhOodb zqE{EzO}q5Y)N5@L*Q%$xJ^+1+RP`U+s=3xTZHwu`wY+JYqo&8jBH03}#G#E55n!uA z3#r8iYBuakSy{4SWj@P59EQr}tM&Q(`p<{!h zfy0CaOo1B?6kK=!o#h11q5ieBYrO`WKOGVD%Tk+MzWf(Ic7LwVpFdNOF!+&ju2}G< zk;^JoZ`1l=^^xT=cJK6^${8gex?|?o^pu^BuWVl_20R}RJE-kLa=Ogj z>-X*Me7XPp{Qi?u=hg0%ITtQ2uHD^y#CCs6pUT@;#s21TS@v_>^FQlY7uVN|yU+e5 TXCCy@cqD<+UGmE{|K9`vlb{4f