From edc3951c25176869dc1282039a1097309e25480c Mon Sep 17 00:00:00 2001 From: get <2316994765@qq.com> Date: Wed, 15 Nov 2023 19:29:59 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=A0=E9=99=A4=E9=87=8D=E5=A4=8D=E6=95=B0?= =?UTF-8?q?=E6=8D=AE=E9=9B=86?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- 浙江电压等级电量/8_dy3.pth | Bin 58950 -> 76922 bytes .../电压等级_输出为3.py | 158 +++++++++++++++++- 2 files changed, 150 insertions(+), 8 deletions(-) diff --git a/浙江电压等级电量/8_dy3.pth b/浙江电压等级电量/8_dy3.pth index ea83fd0f7dc0aaecc4cd7203038ffbededc5cb26..26216874c36660a22cabfc59dd009e09b0eab8a4 100644 GIT binary patch literal 76922 zcmaI72~7IQW5K2jgl1Kxh$R+dCKvBp%i^$Z7N_5ZOXb@!{ zD~dvch-eVW|N4Bs-?hHe?|;|2t974s&a3^Lv!8wTv-kV>`-n@3h)7F|{I8FKh^mN7 zXyjT4+sLrEFq>u3FX84z8^e@dg zj&BmcAMwBD`}ao=b z96#V6+*bayzs61f7d0b}KQn+I_#ejE|EF<5{|)BApY>m1!9F+R__P1Q#C_b8`5{6R zh2A{pU*Oz0erN!H-hbF;|F3Of{|)EJ5C5;Y2p{n{e&j#6t^E0aZCmg!YGE8dDuBOe zO7xp)#@T31(j4|dx!ch_al8yYO|19@a^Ovs>1`~d)kLZdZVQ~5< zc<`5PuM)kUf9ZM*ix5Mpmu}xAFIp zlAa{_E;3Je!r!m||1!_!C*!!UVdEy{awxIa#|fbt{9QB z^&ciP{2DwxKZP>1vmj!f2{!mG2GQN#IOdB7^X=?iJffWdDTh4pXOcdRwQJ?rcs+U( za}z7`RY~=@BTTdnrsIWrw5E6fUE8}+^K>jvW0E^X!l*nWR?ZNV{ z8c6O~$b8)|!6xfh@D8lpiH^Ty!BTNOiY2ath03bz8RjZX-FO{UD~n-t?*Ya;@i_Rs z?n8@8cPf)SkFZvgs#_%4@@;3B&tMF}N zVED)+hF5+BXY@6~{b9o>`ob{U|7jSh5B7oF%UmYXUW)B7Wa#^jU<%|p((>g7G-jkc z$iIEbsKz%#b+9Ns7Zs|I>{BV~G6 zV@qz1-KcURgeDn`qW8zX0%KCeIR)7WHX1}yroKI`SNMW=4(On=K`?oLkRlByQ?k7m zf!>?@(YH7aEgK!^`EX~7?lq!2w>nYGdm_2Va!~fG6!lhCK-%JqrKh(9(3L&gK=R~s z9NDrT^HPSB-n}t&#lQs~mpEa@*?1V=uT4{T{(-$d3bb}m3$H!-&a{c-!pt}sR&Jy& zYd=eaY-2Q_T`32R-CuLVRTW8Zf-bvrk{q>gS71-^JlHqH4^)Re!DE|r*+~K7P;>M+ zv+{~D)dZ!3Hi+QEx_p!xRA(;@%7e1R6I2a&h`wAXcR%a~6m|IF_Lw^SXqAHJZ_3fH z^NV3!j3n#lVMiaOlp%Ob0fcnDU<%IfK>74b(Es)_RGeN3(-Ji?zc&b{ihkvK8qVR; z+b>b+(W7 zUWRn^v>};wOs6g0uTb@x5i`Ot2~1)oV6EIVYJ8|i+m0W@g+~S;`=cr9<+S0m2iJK| ztL16aU7$Ai<&ZW>ixMWkzbUxSy=M}~X?2md-#nzRy{`m|le!2|~3Nn~q zYqH@G)-p%@&U3TJZO7R?KJ@Z^2-WLE(^CftCfRT}1@+e8pG|TU*u4uKqD^T@tpS;A z+{-xBA(l+v0jUdb<5_2Ovc0?;S113$X=Q{BTc(lPwKbsd#e^=e^MeLcD_CGv1RoFB z(}VHFurcTtUM+sjd{h==dwwM1gkUp-g=g`_EjLP&*Mv<+B1xOs2q(E*_`IYW+{#LD z^(ZfDIIh6WlXilTj`>kF|UrXT{43@xp+qZb1N+0D$aG*BtZA)?=U9o z0;<{^=fbZ#3w@Zw-P4Z1siAU^k|;q{ipJz1Do+hXV`*xw4xO2}7FUZthV6;tn1#KD zWPZe$ zbGYDbCVDRJME}XB!S1Ca%oktCs5&Xr(=9ALDZR<9J*vw@oEpT>uQ|-EIu1QmpSb!~ zMSObWGDZyzri6u|B(qhPhNLRe$dVnrS%SyNGwMdA_-`o~02`V`arB`Liz4P~0|GrBi3;ryhtn6A)?%dfCZ7WlY$MwGFHoX31WZG!XWcB^xqH+f$@nrI3W?n)n!3&xG(XIa+otWLb+Hcbxz4N zpPSK_?b;eBMT6gV;aR^v$ZyySjax!6Ha(bfDh#o*(vm_PE1_%UN9+m6=4xZ+;e+f{ zCeT-d?TpzX$TQ4>cGpkvyXhymJ_i)+LO+;|Okzqy5i@l7f*x z&61I)wD953UfczW^7k?B^;z7uZVOCU@C8p!Y{TrgnV`usl%pWc$*&M)>sHCTPJMWQ z2{DnTk8(p$D*POmVjsvT#OcDjc>}OGbR^xQhn(aMMM~Z~iIn?~;&MSG{dgJ!$&#bd zqG$vqZGOXSUweQi@0F&yOI3KMCYYiV?MZRebridG5QfZu1AjdIz+kB*Wgc>-t|AWX z(j`i-)i1<+fgVcrPo-mHe&UCUI9&irBM5Euh* zo82g5!f5FFAW7K=AEJzC5Xf!%0|UGy47px}?#mr$d3zo1e`!q`vEgVSoy!!zaG{~k z6xelpDxf&Xon};4qs6RI@ZqFCRt-OiZ>Gr8!uvU}$I5_eVy{BZX9gclFXEKFg!gP% z0TwhF(yfpJytnZZSQWTa#NsB7ojy{3Xdec=}=fU z+Bf7fuJ^w~NQsm%PXij+kP`BZHziE!vnOXNu$0DeV~Q z@l=?b1<^F`4&?hp)BKC#H0j_J!JK^`K>bQPcWAH!Oed6a?rDy~b&&)68cM);iUE0r zzJOgKlVHD>5)HL`fIWN7Y1)prjIXH)-3^a{gJ<=i_K6KG>iEqBxc}r%NhN~*(p<>O z8&5ZRs_Y#FN%mO4Ea)~EO>I}Qu-Rz`veV}Q3pimdfF&Q@sAn8Y2ezs~p?eKn^bdf&x{aLa zlt`X$Z7X!k8QhFk9ujF@Q+OzKF*gR9e*!c_C6CFrJpdZ3*6}VY*`9((P2jh z^1x!YH|&2bO8(w=vHy+-uC@%u5;J8=xQc?uhj{|=7#lqEc?WN3^EI69@R+d`EQ6rf z2dMXa45>UU0Eu-f;C8wkgWs65`FHX$;>HKK-JJ)+rF4kxe+#ERjwC35h>d@wFhq6$ zbxv5ZpLZJ}e_b+M3NWQCzuVy8yb6DaD^k>?^Gv^37R=99X9p*@rbW!)o9?B6KV3bA-CI#j;pWc{10k_@x*FObMb}a zsty!aFF}IMX4GoD2%CfAaK@$rrqe?M9kMdPv(JDfF+S`pIfSRft%;wt3cSlp(bE1h z+!)pYLuPG-GkvD4yXQ#O%UKa#cuG=uvOfFJ;SySh>d@H*86fAC0&`OjavvY9!upPI z5*@{%pI-&o*gfWawU*&F`FA+9U51hke>2Mz5;6UW8T=f0i67YIyy^Na*EO2QU|Wj@ z^iNj@&-`ofYT-smkNb{fIGofJjUmu8{9B-C9mp2*U6GEIla6#^q4%H1WT0J z`Ew;$b;ne=+NI0tT)c!`-(2vM>`VwVn}Z?ND^c{b4c(Y@nHd`@MSdQKxnUpG*@TOy z@&2NVc)0#NLK?+zX#l3qfD; zBD96M)A%*&w9xx1%FP~x+7v56kkB`s*Y4wXBX_2m(i*xH3AQ`W({fLl=RA{eT+uVq7X3SDeilSIC95sRH!KRM-kE{38ot z`FgZQo5^ z?!4!!LbYkvZwZzkhk_gP+8L+!XAsN;`0e0%29HOSwE4SM!M0O4`U(!)pPJU^cy}59Yu1B{NN-{j~-24 z4~3rDP-`fF4Luj(bR=2t?;w{bNr`{FAymD9JAT-i5i3fmP3)|9%*$kyTIYZ( z78h{uJ_pe#SziiUp@O4i#YjDN9U8XX#fGF$ysFMy5Rr8X*Wc`iPn&z-{(5~9ooztZ z$D7fO)L+O@FQ41 zE`j?_%51=1E&6nc;7G3+8#$x_Wg6QdJ2nq~oN&SH4~Ecb@f!C}^QGL6t)-*QAM#8z zq)2j<30%pYNLj~Ufk}!eTM`|~EAZ5(LqA8tf^V^0YR@uWi&O}+b4Ll}y8OT|qw~>P z*M%q2`;xm>d>g##K-4;;?sC8H$hY0YB?=IRDxnsLZ|W>S#KS79N~kdSSwIIC0OAF8dmgQtuG9 zbL~B-<0;Yfu}Pr$a|_m%&7ucNw>jD5^UUI!BCJuXW$F*Iv{JkXmc9NA`QN>=w zMuA%@V91+H7+XD;dtPnGu8YV)yK|wq`#I#9fvtpOGUK5)-FiMF(8Y0cN$$?iOX*Z_x(=4vGSG_PIMBd zg4jzq^Ijl!DVSpNfqs0^vX85|6^N&oaSYpWhMOde$2PkKIL}%N}lhS7l} zD@Ltr4i0VliI)Nu>GeE)>ZvJUb~~40wCz^NOfG}+c6~fmcat-Iv=8T3tpaVwaO%__ z#`Ig2;^@p{%!@|}_~nEsy*+vkx80P4315L`t2>aZ=_8!`DGS%Xn*|<&k0C`_7O&_I zXREhg$F#Q3C?Qgbe^7!NvX#im*MZuX+S9cuADCUAOJL_k4R(dAG^=vFnXA8@#`GWk zg=_VuLZ+-6MgL5J54?@c*=bsEJ!Kr!Xx_o?mNM+uvL5DM;YMgXJis9>2AjdHu*9#P z@pU@~%M=Q5^wbTo$=H|MSr!aldflKOGL<`+_zj(XcH?+cAHk@p#JvcAh*EL|&>A=k zc78Xd?7OMxDY_f4Pcf&A;$|*c@EUEVsnP|Fc0B!{7bg}sL&B0_%y;RJ&>HN)RUf#( zMd^7lr`jy>?6}F4cxfbkSAUMXa+V=`;1X|2cPnpK)@hLQzr#5N_u&l@FXDE1Qe^8$ zx{~u+5N)6gkDG46wvx}7VsRMXE^Niz&J?bLOyR_mv)lz~3GR@@9iB(HH>75zV@63o zz7@UAEUwhTD%0C2QxOg1w1(UL!y0cVKE|&##^@wsN#DNQWNf15b7$6Hhc!3y1Z&@$ z3AU7pzz)wY`0aNeO?!&rV^|%N=Wj)8-`Fz;OATm*LOt4?lA%{$ZRw#zA=rGGNm5cO zu$2v>A8grj}sWKgEcUxeZ&q8J@8d0s11H}f{f|1r3 zQlRsA^VtE65cUg(gkHmQq(dUT37GS856FxALu{)Ed;U^1?)bbOhTU+dJJFM1P6HpJ zf0n`m7(~~`-59?jgK-Mfq*p7=Xp`}Hx}@mCsjn@BZKWKutzr!4RA2-bc+#Ze>m!)E zIvH<0c!Qc}hp;vx8kBr_9W!ygIf+)sbFX^}F~Qs$UUa-hg{d#Vv`dF9rrw3bL`5>M zy8S8X8UgVeqvnJ+xP1w3bOwNdF+jnddWahXmtzjk`Ey`7H46 zY{%Y&qu_p33!V*l!MJWWZuz0vwA+0r{BCH$ZIw;9`Pc~zGh7T~txtmLauIBcc+MF0 zMbIgi7_@GfO#!n?T~|I}$hfQ@6V7dcvms3&;X9J%Og1F-S}k1aVZsy$>%>L=pD<{@ zBZWQP3s)vuvu#I9u}?7*7{~SX!`SzwU)2sm;VMPfIdQ|Ye0(+qW!aUkwVwDJ;Ud!@) zmJSMY=_Y*K-3Nlc`7q(oVQiQNFb$7}8q?DTa?AkiVkg3L^I)%`!&ZohvY`t^*uujP zAn*D)Y%yvygf;5VcPi!{U^F!6$u zjM0;HF6C<)Eb@8`CVEDc?%$KbwWia>OaR*$|v}-3MJqAIO?5#qK>NTsu{jP&@D#XEfJCoUS6fbYT)) zeWb<8?0ze(5o(jf0W-Sa@dd(EcEJ8Szwnrq0KWN}vECnSiPtT`sxAJ?94|;`I+Tpr zw_+yj&*~#!v{as5Yl@jeI($#z&*{|jpKkK&y11CW|Ol%2$B(EIXD%$%!dxUS>5n3Zu2 zR)>pnY2|jTZG0uFx>vx^>2fr={s^v5eZs_7>#zk=UcnGENjkJe2G;YgVS8dBlin*u z>nyc#fG5iq+*c<{e_c9lL&lru16-EkOq z(hV(tRxpy9jrjgn1Kd|@1Lm6-?LL12zeuw13%OxhPq5oh z5B+t9QuM6xQ0Zh%5eNMR!CnOrAH9XCRD8)(h*4%5-=tws`&1P0I9!n+N4Ciy5UdSY zC+l%2D1kQ!j>mhI?O zyc*{%7=T0FTTmuc91_%AndtE`7_~uyox9{7m-)&FPHZ@WMSEl6oxu^9+F}QBZ#Q!H zGK4kDVTC+l+X$b!v;%>xJ3oqhQxp2MZK|qZd>16b9E9$plp`9)zuRo0M6m02E zniX8ue*`w%FixdTn;z~mpvS$4dI#S#1v^*jjG@ZM6#m^sM_tt|@Y35E(dd1nF<;i2zcP`+q&P|0qvIS!%&R+xh^ciMs zlNLTNf5FVBDO}&jAy{pFWJ$zqi7gm_6Jow`e%krow(2 zeFk|-$MJM$6;yx8WCD(xa~?C*scf*vmDF41!f#y@+*wU!|q3aI2R%S*B% z1|PWc05_b|cM+Bx-ocrDbwlNHckpyh1Emw+n7ET~pvmn%G`ncQMD=m-c#$<+JFd@* zyDrV9N2;=VqOK58^nmL*tIW=I(W75$TESW61Q?IM4bA;s+&WivTHhwe!jVMmdKM3x zy?%mkp0K{y^nyvQnuJ?j6j;||;k>oOf5Em|5jG{e6*8h2Hh+-?937@gH!X*;+Ha)b z=iWj_GDw@WGjDSK0qNL&z=QRzRAN;gtFsxkvh0*2w=i|}W{fOL$H0?^aU+Sd(|3A6 z#XVsyCT|}%%GHvjrmaEt>|VH=SqT@f+Cj?m1oSL%q}h||QU87xl;>ol^sjxe;II;u zM`WS%`bro(Hx>6xO5$W=GBEJ66WM<`%A~7V!Iuw}I6~qE=nCUu<0l@OJ?h6~{bP7; z!B9N9V=R6=u^sjqYSO1&!3=f}=SWW$oaUOb>0c_LT(TMMpBRvRbQr!-e~6{$CO~y9 zk8}Se&hCne1hKme&afX8v@)&CDK~YDtP*2&&r6ewodCY%x1&w7F2yMuqrscA@E*Eg z<#Y{bG*-dIqNliX&iNSr=?fPf)5Q&lOS743mm$W`h_=dya@SrB;C@d_Jf){kk%i*m zldMFIe~j6|{vKfV$q4l-E;QrJ2Lb&Aq+`KQJLNU5+;sw4PRNnk=KWadzYE(X8bPnI zh?@|lPKvz4*u66x(?q3cMRf=)6PC00JxdpCo8^MG6&$lixf46e&S7nDKC{Tsm3@%; znH&G*10*hU#s(4@oSrqt2a zjw?51!gGHK61)By_3kgj`ipY3>B&Q;{`(~8o1TTckIA!1@s4Q7Z{|K*=(C?vMzN<3 ze;T7VuO1CxCw8}5fWAj7cuLoRZE^w*AFD~RZSv$MZjF-nl9-hzwxXEgUVOD%3DRc? z`~1Q_bL@Q)x{}bvl`1)~7Y&Nx`;k|rs`nRydu|EjKRd}JC;Y*yeWmF9`Z2y9J%l=-Rk6>>Eny{iNO|A#3q-h{!B4#-o z;;j>|OuFq9YRS{!RCj;F8QVDIyC{&WM-J||6-d+fD$L_1p+z1S zE!f+)595(jmEdx22xZBx;!sSg{ zAeTRibUPk^sbvseuDA`a$Nd1^vwmE@UnOeZkzr5B{luOL1&~SJbUH5=ABZqiGv*Cu z%o`2%frfN1hoKEa%HfxDJRA&^$A>o!=zH`TRQI@!D?^XMI2QqC8*IUWQ3^zTH*mv< z9JsUgIdn`p!1(GOK$0(8iX^MP*NM3uV-DlTzK0i?nebxCb^I;i$a?*eWFNdc zg`X!_v3l~C;mdhv*XAxgYE^sB^N5!r)K*~c*ITnWB_`Zg7k{=$qnUHlO@$ZjS5STL z2S$Z?4fCbngRXfi!+Om_5l2JTtyzmzIk657dV1mTB@Y>=7B}wC$Kh;z>3YV;ESEQa zNfB?@)FRkoEW*8LZ-o=@u7Gv197!)*DcJmcI61GAr>++Sy)Tg>Qgw-aMn{ReyhsIw2^ z-{72A6X58KQW%%3MFDe9!k4+KxJ9Vr+sZRycMcW`uiaIY>=R?(-Fe3=t@*(z@PB}D z$X#50_Y&9W)d)Jn7QlkVVk9^w347a(spQNL+%8`N%%T0L?C=p)PmkuZ#-C*FbxPBi zMH-ajH-S1=l`@^ee13ee64y9x6VBZvPfz8};OzHCWDxuXw-$GDhQj`%M(k*Md#wTL zazwaAi-dZUlAqjo_c}1UXh+ivpW=<@3iQ%S31`jy#;uODru(Cdft+n={38i=im?pw z$Hw8*-C2S)!v4$rKR@8Y#u2pj=6Ed5vY?3N(aid*osb(T!S447;Ud@eW9ME)Ht5@4 z?ttnw5YzaHg`Tab{lJNGz3;GW9m`*WEtRlQQDXon0)PcopML}jYkwhxw%@8os996{oC zLpb;Qjf`>HJThJUmCGH+ag_^p;ZwRNdC&$sA|;G(*@w98=0| z?y#Yy3nk#LycqPWNm0xXJHW4cq%>5A+2HaMO4Rnixv?Xm$m#-GDFkvUUF(^}CuRyp zOI^T}kjq@ox-Q%&p-%hm&ZIvP!W#8OLvkDJ2boIX=5$P>QBUN^V|s_+cH=`FIr%Og zJMj@uoGQgx6IwWn-?})1lHje#EDh|PPJ5o^q0*2D+*NWI z$8Na{s`KiYko;tLc;^AL#Ox8*n>+(_{0vBS0t|~6yWVclcF85 zKGTaE_Vql@+-1cis*Is*8D&!1n+&Nzi>Oq!fpff>1I;$)K>O7YrbIEArnPi(IoBRy z<=1=ozUMMbwQa;X6YRM|<;G>qq5~7Q3tW`iAX{fGOu2ZF zH({nLU9{GtpqqQ);3W(4m?#5}zx8t+8$BSuc7mXIxi(1&F5%8#d3K%gex9vmJWOz? z$CWny@R%0jyTzG!df#@&-Sh%(YA?a8_)+-sL>qT_?RT6x(FWGpd61et2Qu~QY`Tjd zljjTV|_8!`Xy3&!z15my#4D3Bs zSeLM;sN$Fa!Pb5Kl$riNDFFWYb$I;R@4 z5;Ae|6rl1Yb8&_|gRj3u@~V8d;+s!fq3uCEwn$cEiFOhCct>+tt>usebJ71@2^38g zXXiYAj;=S%(ch{SwT4Q=ym`;@(?UnaCP@-Em)}N_8>aMfa~Ktj&>+F5VS+K%hPY8H z7cNUqp@7I{tn38)n>X-qR}YxK*@kh^n<4G=0Azd>>NFPY zMd>?9AgAm?ugi~tvYR3m2FtKX3stF5tQi}^p1|IRb@EI`!i4Pn3CjYTi|%ZaYcM9Dhhoh_H{gDmfyhlE)U?2*CSWS(SxOM11Enn`(JyI)+Axg=4ci?j&h;4)}yd4FBvP-{3-kEb5|efUdC}t z0mx*oq`ZB_u5ffSd}sMMusF|Y=`ByM^e~ScWSp%WMR!)JRcPcw~nm9b0(1} z#XHNLf7JyErH*LSD9WDPnhX6Ak750y(X`O(5iZ|6g`}=mV8gUB{GfJ;OC9GGMk?p7elJmN$T?1wUi0Sx_g5mLtK;^fEj^nL9U9Na#f zT;^=x?Mmy%cl=Zg4s78hKK(&mEnhAw!4UVg=!1M&GibW}#z{VBz`^SxcSWc}Qp>)L zMweTd?}yGX!v{*ZOHnWI+lu{ge#a9oY5#oMcsUp26CdK7ED8EJTd2v?^`WYY?_j=i zHi_+e1BJ6D(5e2r_&r;k_WEg)=7)DYti+dWY1shlP z;_w6=Dr_=kioAL-^Oqfknbo3xL^V>80UJJZEwffL415ltD=^CRbL( zv*!4B>zSD6s`Ojf+Y3+F!<~_O&BgkwL$_Tv(I!pYsS^kAPI?F6(jEw2s|&wJsiND%N;t_MP4&w(U~`QErPBjA z^~aKqe47Oahm4@ih|BQHViIGWIfT_!(W9l^9AsU3i5gKt9o5^>!gp5!k*{nWiqa!iOimX|{XQAH86Zthp)O|;u;Kc#v_ktZ< z!Qxkfy_bG+%XXD< zV_Bu5I-p}!a3&%HXp|Y;Z~B18j)>C51{Hd^V>p|sXo2ounwY8;4^hpy7qUmB3PyaE zpfApsxL@d|}Y6qKQeKyy?kYaDEgP4<0 z!M0``YZEboJ@iGDUgdwq-di#h4tH>vvLB};Wrr_h2;MHxqDccLw8lz?(v9+QNWV9m z|Mo5zbx(y;H~35hzaN#ZKS2A-=@1cN46kmRvKBvwFisrVm1tpECwdev4C7?7?eSKh~HI^4zZq-}U*r8P@-J!95s%9dBw|Q2B-N z6sj1+X)Bmh&HQgnuf<~gIV?$F>F&k8_vW!5nE{CJ7v{6QT4Zw5mNtnmK&O&QSP**- zt_%LarPY1h>-y&y?Kg?F66W>Gu0>Nzz$FOsP#}dQ5uV%dLf8<`H|S(*)Y9E9t>vb4*#uXJ6%D_YqK9}>#YNva*HMryJz)uzC7Ut!;4Kj8FD z>EI{lf&z=t?B^g37XR4`4_j`aU9dU(;QKBdKJ+#G5b>apuKSq%Mqk*wHl*#t&olB1 zi{Qt(5@e$4;jC<{FgC9t6*XbqD7qUu7A4}Tpg_2C^D%dA{tDO`mx27KVM0BD1;#d+ z;j=MM@YX>s(3QImQ?^;afZTAN$U|pl8n|)I3?u|Ow5%WcmVOj|iAIIa^yvg9@H5+PY*u%}LT-X_#1)ZKvcyhuF zcFQ3S=-h7HKGcydcD})-#woKB(aP z*c|1rxPHWU+>vC1O=nv0%(NTuMyv;ibSRSb@<6EhPy$K1J2B2^JZ)^92%b|apmKs8 ztFRE6niYi*LgSJcgWTcqNe%^$XL0B>$lMsgi6Q%pVrd)MylsF2{?hHbK%L(p?(p37voaX?)h+1F)kW&5u?vGLweT*zgND!ej*X z#@xdfQ4+M`1|P1LX|O4^_H6g&d(4|zy`1`+MVL@(z#gi&jTQq%@MyIX?Ge69tgU(m zMsI0Gx!`Ytid!PAYI-MB*v@2q!$zR;$3VQOzn!`DBOL<@N-(J72ea_qZ}@c~6sPOT zvoo!}2(J4Sm^%lO<`2s5HyYd%)DLx+r{? z%aYX>O~kZz8+?>n2|*E|+-RY`)8f!KRJF8a@9%B`v87tf%>CVr&5c9M^3+*4JoY5h z7^X}&@94n!q}3>+ozG2_o6Vj(l@5lh#|jL;<55+cKHoK(j-2DHHHwq@{mwj|Y6=Q7zRRamzlTI4!I z4AUOmLDN}t|38M#J1oaG4CC#osgm}hsUc~+&vlhVNkm4-$j(QED67(vk%|VTva%{7 zX}r&Mhm1rd*%Vntg^aBDo_{;~<2~NveV+Ti&hvMk7u(~akCU9$@V{4PT%qA%2r+ua zue`DoE;rhV&0{;sMAL>^B4^@@r8PB=y;a!T$z%Aw86HgM?q{xZ)iB(1?=!sJCy&=A zl+%N}nF0LxI~ec5MwTpb z92WVRF_#7IX!Iu^Ob@^3G*0W&YwvntF8WHUx0B(`&0c6Kl3=0kt~BY2H?*XgLTIf4 zSF_j}``^S7?p1=wH^mS%G?)LG?1526ufgo?708;BO{pV?V%7VngkB?|BS0BguNrC# z{?UDVZy5WbmZGd~z=By*VPhP}WO5Vv&Lv%($?Y`QS8s)PW6Ggf!WP%2BZzWoZ@%en=o>SX>MHVsYbj`&o zHTtGfLobBqdqG1B+4U{sDt0{KH|NUXjtmJjij={ReI1UcV-%Tb=~AyTyN z5zR=l0lz~7*||6qcrwqIJ@>cAXJ7w=ZTn_Yd{6_uS<(ufTZQv}EKkQakL48xG(qaH z5|NC(F7rQWMhi>($Hawn(^}9w2JfYnKOVr~ z6ld0_QO3VXkEBge!&&^XS^UW7wm7ctJhYs-1eaE;W5XO@3KFs@uh>s`wpNMlKK_K1 zZu!CSoG}nCoHZx)=Q48>8`!dF5v}(C*jLd+h1tuIwW_dRZDAnkh!GOqY7@qrZpN=lfDV1 zuNjD@&f5#QnQEvZa7YggrtoJT$l{ZaF(Cd?OVg%TK~`)!H)hNzzWG%Yzu>bLx*JTV z%t~#nI`D|B9$gi^06*sQGzkp5{=g#l2Vfzq&d!b4$g(p;wB!CBN_mljty4yj-&ken zUlfWx!JVSg@g|IPuXB^)u9N%y;b=ZF1q{44;>*jys=7-;=4bvr2dw?t4 z^bMyc^BO^Utt?whMYR0gP{>)oiEc0@TwWr{j#W;hr6Z7Ha{y{h=c5 zeWoPz07x;1g25P6mBE?s5wwJBdufR5OsR>h@JrhM^NVYgsbJRHJFqC^py)y(!ogA-7S;?TH@SkF6JN_+wEsixZEA2s zbeKzBVTfj*lK9h`CgGg|Ax|(_jvjSifU1(MFeep3E%g?ib1}k&ri)l~z9*|6mrSMp znrw)R!0ZjYNphk8K-KRU_f0;Vihk=u&T$R4^x+aV>fkj>9udT@+v+3d(n)UnZcy-W zTb6k~9*!+I%FQ2LNQWm#;!wYdDAKlKYsVFV$JOK9rUj;?-#HM!zCF*GC%NIZW0okf zbU*b*D6p=m5Eh=^#J%`oz|6Kvv)t+DXxzPXBzGW_j^>5p*rPXL&Z0-4V)KC-1z#uG zPJ^EqF3-z}beQq$LEJS@RoZ^?jL6W)T6hON<3vfpki7pEea%_V+kBrycJ`7`m$eAHw5;FVCTSI%1iZv(~Au7TWTiFRnMdsG43dH zbpv;%`7PHP^<2ofkD`LdwisV9g5J8EqgKyxEN<^MSn{n8Bx=-HxMiVe*d<4(PATNu zFYh2>KI3=xj3Tz-DfjrR46D9)4W<<)Qoslwu17nO8Evr@8RCi!$tAEh`v#qqt zdkeYEo`M<|x6;l$pv(w4W}PX=bj-f+%kH_dS~YD5F5LzzGy>^DNEo?$ zLTtLk1`XX#K>F#YP{Y?l0+&NkdoRkI!*PWU64L$fW z@)pGO?`Iz|~IOB2Rfuw!l!5i99Fq8j3qPc3KrDr1in2CH>;auOak) z^%xlU*bdiLn-IL_n0$!`KXY_9H(=6H@^<%iPL zRVE6$LfQN6*yO=ov?vV8)%*w5pdl`spiFvNc9;{AMs@nT#4~>l#=VnTNc*-GDRqrP zr5DHfkEeUYAr^UjdFLI9Z}<$Me+LmIu*r$#OkN`5d4PD*GW=UkaBEw?Vrsf#aPpjg+vTJf*AX z-R_TETJ0zCXQN>lDrA#?9IxWf2wB5@-{ZI!Rhk%jQG-8TBSl}_S5Wy(Q#QiJj=jVy z0Q#FK|Jp=w3Asa;T;#b`dCvIz%~3ECcf)o0!B|2gX%*K6=d0`KmZU0%B)+ETzXSNc zm8VrTk;^81!2krHm4JbB`SAYWWJY`xEG69*2KFEyU>Pz2fz2U(y@@P&CN0qj6&w zpuqL8z{>@^RgN-Ole(2$qDJ7819RBOb<%8lggksb=753!4Dhm_1y=m03L)t;F}AIo zlGiDcmv}d~u&Ryo8f7OQ8r}!37jj_fraE}sAh8q(y7E7SsO4)c?+%=6Gm4q0i-puvR zc)>5}uA^;&mpgP-H9hF=AkhG8RE<_5SB#>%B1<+|sm^1WxC0Vap8@H!pGE!M5*Uvz z=qu-em!s^N(zxGzTqCeo!>VZWZ)cqH^d^-Y|43sVFNGu3+GyXc$f_Sbq@Pm+E%&$$ z&cB-u#exx_cwj$7-zlMli+ACEWgqwTznSpZ)`x%m>oFW&`~`|$&!!4nbtKPh@%{u& z&Z~El@LpBLZIgTXBR>VNIqNh?ukxZfq(jLX+u>z;6`Vf#AEnkd&=N&MJaSx{ZYx%i z=axEJHPHqgFWAD2*o&mA@4$|p^2D-eEjY7aI}L8IV0yYr7$0+<&I%fb(rsNf@Zvjq zY7xL@+%?8u5tC7Q$4Hj3!~_2=NTSQe>MU4C7WIEAVsB0k{I}@ypVnnAVnWspDHyE*~m!XHv+ z(>i$9{}YIpV)=({@NC3;*s(^h=GvDGh&E{A9vz>Aqm>8axG}2iBlCmsG&yt{a37kY zi?~0Fhr?4z9h!FGH<$ghl73$6qZTpclJ!toC=q&k=eM3>G-r*9cQQQLJZJ%Qv?t!r4<^Xth9<=1j3> z8&(QjM)q@x(UOMi0++Y_tTSa9=8$F0e5lryWx;l)s9S4H3Qd=|*Z%uK<%X&_YMug4 zn3v3rJ0Hh?D>q|BGgotJW`58rO9hCMlMe`mRbO^8G%S%phvi-xDb*mDK z-879l8+LLowTz%vg{@d!4ZrqZ24jH>y70RI?&i3#YYm3TJ(5BG%sxKX+!XsFyXn*Y zE40hR2|q`*^9?~CC{NxSkl5eD-Gu_?FpE~~>EH1j?zIRt>RBaNZb*b^oCA?U2*;M9fC@`d@^5|>2 zi5`{QhXm7psEadYFPH6r#QI$zIaY>c&o-stMFW^jnig&rnB_RbZCro*1$eBdj#YdB zigsw@g4|XLm(f8wTnAsrw$an3T5?i%#nUFMxO)$DFuW=nh9(E#?w}L&?MX4*Xtt?& zKHQaVycYUS0yaX*Ko{73(Hwcx3*5lZo!q-Gasp-Zo~s@5kX*{5p)I`^R!lW#yUO#) z=cyuk*0mGgiD(`*4)q=$;UAT~pzOHy(Cz#M3MMJy>Ld0Lu|WYZ{;*~SPAP)^ei$aF zcf#<|iz(ZAm8kuP6pIk_VL7V-kn?d9bRDXOs-M@nlKCd$9R3RLZE_r1|7)O85A(UN z$vJTA*H5_N{D~~}1#bA%V75JXFKi9_2Uk)Y;r+_9Feg-wy}2elD^KTBi@rNMu~?SA zjWEDXLk(!t$sqi0D|Apyy$|I>-O%U$bnIN#NXCBx*bw_hD$V}`ms4%wa?V7IIHN{c zH`{obR8w5EDHEpXn6vUHvgq|$i~YCg3cbBL4z!FV*e|PA(*HG^KijPVN5FG>;Ssge0|n6M-Xsx@DO@|bLKyzUdOVER~q z142gTrI7Wm3&hW-&%yL7i|E4ivAox^fi!%cz*=QrhHm%UG|2&!bmT(=<<%v=`pPs+O=K<1qC}4MR^~NnAT* z5G`oRg#$|U(7AM)xWf1oHOM={zf+6Q!p#78Jh7y_ltI{{I*AemZRNxHlb{to5E`Bi zVfxi&f=89l4NM;ir=pIMe8MUB2Y=4O3Ee_&@#ajj)e7RIQrbigStsGe3r#LuU<3!A zTLos-5?E=N3NZn>Tuo^SSM$`9DoRbj)B7hW3jKL{mU?W4VhHt_|AUo-XQJQl4ytV& zBQOY=pn0c{e6wBQPlhHm9xz~!Pit^8EfOp%`y!;64`v;=9npnfL9)g>;q$x-+I!QO zc^kBW{#-d6;+!vzpZ=3}k9o=eeksRPw`N0-`4!0PUJeR6t+4L68e6l2!>xWUxN=Gv zIL1w68+3G7?oThsIp~JTy*r^Z-<_8B9H!l7KCGp2A$?ddo7#r{;E#NJ2;2J0s4z_# zcP5O-h;}KKD5FL1i-mk)syP&nUW5adc8H_U3mxVL;8z7#Y+lwx_do2Xy+$5%XUt%l zsZq*%c*#pwIW>rXL9Z#Sv5&G_g_9;N%~ zUvD57if+<3OJyA1vyWTlsL4!J${=SlaX+4o#doiAV2S(zupHe+qfwK!u5cpikrlX9 zH?}gS2twz`vu8Gg+2_VWs;}^kMV!L&^^@)LeEbDJ!dXVBL5pKi`@-B0?+XS9|`kFtOU*q zv&BCJ@xYBuqg5&#Jee$k%~ngOxyKJ>d%Re1Z9W|l>EOP@2WbA}o7JUb6v#hL=n8O} zjaiO+!8%pMzI|9uld25JLVS=*yRJ?~4LVHjiZ2dSRYRSd*EqLzN2s}b5^LJl&Ch7P z0KL_h_@6Gz@bk3}$P=E{Oy!cp6-%RXa zX{|Ba8+QN}WXKRT*;1C=IuAFPA(QmS5=(0fVO>ZUZL_F^TBSBvYcKTv z4PFRuA9hg1(D7_Ui61q5@BrR$IF>(6gI5a4eB+}GiX3{6-mk2uB+X8ma#R%}pBti; zhAnPN*$wkv*Hdy>2f#c zEcb#PO@@&FMzMKTU9>m12`Y^bP>gOaEcwy_cM8?n!m0Csr3|8$uT9W+dOI~=xemFB zg73KK3M73~$K2`|ihE;0S!Q+gi4Oyb%Y|ILMg?Y$+}Xu}p* z3VmuJM?DUlwP)kn-q2m&d!RUT9*%u_qvq{91-#IeLpr1LX!P63tm&sW3(6i$?+4oO z=i1b1vyhuEt-K+6dwDe58nFouUpEE)M|472nufTd&Hl@sbEtSvC|c+ozS3on&qq(8^Px@TJjs=-v((`03runSpL7aNjs>ls z3b@N*H|Rz*^A!b2{Gmmf9KS^c-McgBgZvBXj`>G6!plWWkXy0yms;5=Isz zgJbk$Oq|Bku*3!I-szWQVQLF=g+9b}!8_siTxD>btc#uFKaz}}1{+=fkWWABkJEKe zk-zd^c<$8C(GDeSy={z}@6Ny}Tjt=Nb!N29bOJ@Y?&4?f z?7%|gGNrb$c!d^l`}v-qJK2#1-;}4@*DR>1SdJaGSk4{FD5L*WeE6XMbRb&bdRO-> z1FttTnaFB7jb3&Tws(cFffa%1LCuuwcmYDj+T#?(*|fGI3g#U&U<+za(^u{-@tdE} z&1LJLSV9RU6;D#zZX*3x!h7*-op|J(S2WK16%Er_MSAgbVMg93t{_^K%_&sHjsj_{ z+|&=|yOvkwNEPr4_bFny*dNT-$f1l#0$(O1(sv=-6O$;19ZJHPUgC>m_UfXYT@5_^ zHyE!x&7ceBhxpQ8Wx|}S!_uYd;6aWY<=lVHFUc{cEp~By`(_m+pa0PR?k|Xb^$`B1 zWWgGxLOvlo8Cv9xSz$ywsQc+L_0<-zP*u#W8E^}%hqaKxHGlr0@I4s~%z#57|KQSA zYuILzOq&HQcIY7&luR$Np=V#oB!MF=aAHm&BHEYzgPwpR=H~do!;{IdM(Fk3WR^v1 zeo5i&^eirU>0?L>p3Fv^cnivrSpuv3i*BYLp?ysqLeGg4EB73NUIVuQ&2|Dd$B~~H zHi)~t*`AVJmtuYQPO7?DL7sB=Ax++w%uPiYbNDg&O&E(QBNM3Pwk~?K1>jX>KMIW3 z!Cg^a5OnzgDfAa{+Cqk;Iz@pVy>Vssltg!q-QxeWKcOE&Kj`E-6Ef5DW49j)Y-sH| zHm%Z`PUxn)Z^&@N$RGo@`GY&7VdI!-k{?c+l}t$n%lV8QA0hGI5Z1Qi9{=E?;LZNq z02*q;*_fZzwAd;gZZC?4YJK4jt8oUJ)(z#-Kfj^ukYbqYTO$g)_Y3}vJWS=5j?{3f zoxYzQD{$so%)&hx&JC?3al~6b)*=aVC(2`k{1g_rLjhJ~?xmNz-qOrXZ6v?2n+|XC zfM{=J{C865A}-~)ij!UErHx>`6-;6FkkuH-^RJeARp3R zjQx_SxY}nrwhUIqa?e<H9)y}LC)mgUjaVXa-!6lkM`B}?b=>6zw zid>XNanEMr$w_*Uy3Lk)=Xm4jL$3I2pD8VwK9)W%-w3B(?xx`1%kba*uY$%>O<6RS zO||T!vpw>tJ!lmtIkb#C1$|9!Cg&A7Ba3hG)Yb;rm_3 zk7i4bv~!!DYynp_U6$Oghffz@759Re8+`5;I0Z|?)O{Ar+43Uvx*A}9%wRm9^_eDT zN>ZQDpC$ez%^I6sSkbyHxGFG9*J2demASw9IoIt7Hw|LbCI}t$L-J^PQ6L@k^kufY zOT`hZJ(>3qTQ=oRD)yZl0IxsSgRaLr2+%pe{~Q05TlLw2xoEEEZY|Pgeg=``JJ3O3 zZ;x}Eg|3|uBMtdganelVb13_i>cOtQHDp67-$G3L8R(w7lU=bN%a+?ViVDK=VYe5c zR(}Cy?wEk;j#}IStqk&6IGd{OZezt~BPrceTdWelfsgsNgI2AbO`Bq-(Z^NSp`<^F zE==CeI&vkj;9mk$dGMUsE=XBtjuN+$6d<^3f z1>Gp!k@Z|u=XoVTLsuLQXXg4*)_@ZD9bO5`i}!OqbN+JQHlCrqzedp|oi6^4K^6aU z^$GfYxsiL^8HfJ!f@q(OkZWu9<$hR7u}oJBxZySg7nJA1kSotP`9&wVQ&N&tSo@uK zF!~A2+tcVn{dlzcx`$LOM0lZiig14#4h#Ovt8r{x) z%snIAG3?>(qr-gbuGjS5Re}90nF3gcm;)eoa^MPKAQnn{;LBm#VTs_6we`7!jm8?fAGZknUxtf9ck8nMG&UQ)}vjX9}ez4{!y`RX#ikl}zLpUu~ zyV0NGJ;ZcS$PX`DKL|w8BI2VZa7t+yWltBw>S9^;!gdIZ4>d#ALTNNot^k#*-khsO zKCG?a!Bkp@${&0ez5L=z=ak0q`4^6I!SYieG{GCU3*CVE+mF+DEoD4*&4FIr$bs2f zsoVv>Zy;IFN+}Oz*^0(%bXk5oXS_g}_R1?^jhzzddz|LCRS3Odcc1X;Q!U8-+fO>8 z`T_V$8Z5m@2Kw$;f{E%C8hQCQ%+KBqqL0pSZeInzWMjCnFQAfkO?XO;{?_>MK^?h0 zoCm!LbHG_-iA%rC!ui`2SuwMqw7nTD^|FyDP%9Tk+H54%8&$AwN&-K(DGu)2?iai* zHMUCMls~MoiyI%hk1fB{4~}ns!tS(A3hME~+5rP7%s>x67KgFmJWcc#&b#jDAJ7#h z!NO#ZL!e4F7dpO1%nKgeB%M+CO=}+LzV=}9{BDZZJqt49hvB;U$rM#5%*1b*a38mX z3v~`ScbOuU@6m)PA=Qk z(CqOr3%cd4SY*~*?D-*21)uC-;W|qi;W-h@B&*5KzmqoGPZC+*7)I8T!e@{83QN8^ zfyCzHkg~ao9z0zN4V*b@yX@qx)}N$;2i364`3NN3@uQN}BFtW(L(RjLVf>g}s0-#tjkk*c%Q89Gc?n5m`btDvs_D~h!`PaTg%FlDT>sLYsD@vWpjBepwQ{wi7bM(lwBz&gd1dj&n-n zSPtI5MEd}}C0Uy;qJ~3$s4oftG_LVmH z_m&2Rw@5+LEKL?EUIoTyjTx<*3f9)<+<#{!aA$x4yDwPU6?==g6%A_WI(;N>)M1Be zcjjSCWHWd_n@Gz#gCQeP8B_Uo+H=z%9fxW2icTA-WtIxvyO2v)bMoOpk-#QNm@+KU zWSy3Q^eFEtS*Is)`xlppWrVp8)W$+oI4_>%yi;`M!5JDbZ4Am9IYEW3aG$fE$})!u zI^Bumpu6*%&~+Jr;ZpkWX~ujgzdaglUZ01OHEl5e?gVCW!4_99EQ06S?zA<Ey%t(O zn(=3H2Jve43{>03@!K~J#!HR`qs*jmBE zT_5dAT8lbqW6(ps$>0c#k=KRLk49*7N*S4UJmIRX5OehrH=fU;weKf0+p?!zwn+d* zK9FP*C+gu;#2&hvYJhf;i{b6>7tnsam(y;mfSb;D;o3tdJh^9~=%RTtzmk*Tj^+I# z`}08Bt|vibWiO;{lwg5sUJ#a8Ou0&G?C4=Fx|cVbcUbERdfv(`U%Y~|9Xtwm-cx10 z=MH$J9y?FAhWW6__7$w#EHFk(*TUJOvvB{wTs|OGo^9O*@Fi`rsQ=P!xDx(CIMs&m z&Np1BZQ@n1JXA|NeWNMl$piQySx;KKSBtw-X3<>(Wi~tQ3P@dEO<_JMG`%xOJpY_4 z)GgIVw>2jCp~0CyV_?S)f7KTMXMT%o++>70$M=a_q|KSaAaz*(RhsVJh=IKCueh~U zqo84I9enhWWVQPQuDZ({xhYOKOR9$VtNa4-`*!osRyEVbmE-BAf&tA^8jl~{pOD$F z_4Iz*P<#(+lo_Rmxk?S(i{Yms>FOR%`u++|cJf6okn5=ty=x|wp^vF<{AKFY_`rF! zEP$P^%V{$c@jDlGgJy`p;wwF&tb;Y+TXvf^FEzzkW6zTMr;#9I(L|eH`7^t;DaU=eGU zeghKUf^l^HFgQIboNjKK3aV~~Xg6Kpr?&j2w{>H|f4nI(I@?4`BW*A?SQl*;{(~pn z1Dc)IA#iRbpnIkh9KxRRM+eD^XKd)BqCM;JZG!N7j3=7C(+llf6KGK34p1=oKnD-M z=3uIkz>j|f<-xCMXm$rU-+lrRc$e$0KhA4~tOp5~F?i3@P4KEmV)sU4Zl7%)$7i}> z=&>^H(yPf-)Gj5yJ?yU38K8N74}X25KK{8hjyXQx zNj)nLa^E)uvX?Sl#A`Ky#tz|kY)@o!uR?T4Ek(3rYd$w>=19E78-TLDz(B-ap_uaz z=-;+G+@jq&sLHj{^_Lu8TmG1`Cuox2rV+TRK};)l2eK_iCrDSwmX%1Afcqmgt|7;f zPx`wPmfqdV-wOctaG)GZ`q&M|-v>edNeR?F>cM^$sfhhOJ3z&w85*~f&=(Pae-;$* zmBN0Ro@f~?dZdTWedlO<%_shvg)DsD=fjR&|H+F6W%E})+=3aB!}xtdr?*^ZJ4Ccx zBqQ0Y^uwuw(yJ7~=XonNNqz*0HVwR+GY}+dC!y4b3h3>NheHZ37`bu)i=VfRn|kRi zch01i{L-Y^$1R`uY_o|pVsHoleVHuFdK)56S-ux;eJQ1(jh+Z^ZPB+5$$&!3d)qKpqH-pCuC9r3cuyW_c zFm~C{nY|Uqi5@lF6h${Jg)YS_nF6Gj7=ZMQw< znJ&jAK|+7$#DCN@=M@x2d=+7>4d~C2#*@bHIJs>H$yD2%D{VBvlNW`YtB`w7cR5Wz z0=6*2WPN(k{*u=$_C>FxREiOHwb=ZU!Fm}E*B-ZKmh2aId08PBW6}qHMzy>~-#O@B zsg8?$+Q9U{ZD_c03F@EPFmsFF+_Teq_FoX!Vl7md8Ho%aAJrdQwV-f8wda9b!HE(8RcdVvgL0eyyH2^Kb#9)kG4Xs zkn^7>FyZN?aU>R{aSa7LEt*jPYAfaO%!92kB3l_3x*dSj?)C7?HIyD!{-V?hC3<1c zVg7#(_;&GWeqP9Xu&sCq6~4&SEjgC=eKXCiSjYJ-wZhM{O;96mB+h8fBj>zKfT~BL zWb;X^dg>u64ciF4rm8sqvO3%9@dQo=yR)#^e_$c(P1>d+$$EPK!TY26@H^TTOGmmv zlSC}1@azjzoU8zu2p6IAQ;j~!dgD?-S9}u}2xE4)QqkYp=sQxKJTn5Y-t-o+nr6^> zmkk}JvUqFbO3pdIi<`~c(!Ks#`kQqd^b~xV#QZRNoG}?xy}GF)%Lk%_!#?%XhJWz=B~^Ua!bOw?v-a&4IHPvHKE;@SWgo)dzN3$0#zgaX zYJ?q*ryL=D!&!Q#V8xtMib-o~1+g*{ob&D()VB1%R*fg{KvEI!?dC*5ibDQuO%Hwl z8%fslNAhZHF74|@N$iah}{8%tork}UEc_6dgJ zY4J(pd_GM}1-%7NF#qBg?)rNxd{v-B&n5)W`v_qN*t9`xx^)Ja7|kFl$shcO@t?VB zXIrlA>NZeWYKy+JRdDO2BKV~wP5UXElPK8Ee_-iUqRaDd%4Ko*VQrRmMwY2xYlEUN zRXh-Lm%4nP)9m#HbYz<;@+xk)GOm$-YHY-DG9z${NkX7T$YuWcnufhm*G z=G7kTo-TOx^V7*=RVmFK9Y-AtkX_m;bc%#(;^ACpHu0~F*l^$vzW3gJxF33s?(`c| z&I#cz;hoBIL+tVWcRg{&{Yfb6ozK-JE5YI)(ipr>mA%`d&2$TNuyN#G?xn*;=yp9# zYeef{D!jODdpvQagMz8G@EVUrBH3by`p#L-W1e;6sr&RtkFaUSB^} zYTr+G`yz3tkf+!_vxu*mUJr^J9hp{|JNo(iQN+wb(&wew=}>w8-j-Gk(>Dho=8t#DN^mf2_EtDVC zKtXnr?C2a@DEnXvhkCw&hvyrvMbiXBmha{Q>vls?XcvWL?uXSSnsjb-06)HEDt~g& zTYeM&mtSx7hBWVJV8)bWJ}mYud3lZC-wMz8^$EHB%tOYg_GbeBYRo2@<*LH+CX8nH zgwGS`LnhPP&4;crx#v+p-gL7lcPS`1r7v2iLiDt9~oFHj2eMQ31KYYSbu@&w}c z{uA_>1^8o{5sr0oW=89aDg3?%^R>PS*Bm@4DPlL=TG7rW;uegPqsa69i601P5 z%tg>|4{-}8J>ur{R?v>n5$r-)8g$Rggo<8Ix?Cg;x74L+wX8bHc!vu7MmyXscZ2Jb zkCVK>xkegX=E{UKc!a|SR`hxcTo*dH|9}SWxe;i9yZhFLvJU%VdcGdK2}tFoLgt{epBy`4HJ+F%xT~okDb~KTWo5@elsu{7H1s<2-LS@&%=xL*`gn3l74&=!W|$tWP}x3tmiznGcWAyIK)_ z9VhG?t$7HCBdxeI+s(bWjmlSBu7)~GTGwI^&e5%?a z$8NuoWF5xOY0+Q@a9>g-c5)1d=1&{2YG6Ng-aZOfA8o|U&q5Zj${j~eaKRBat-z^< zp<}cfT6;@l;pnNH$IP1`vFb4x7%MXQXT+OZn$fBg>ge-E2Hnj6fO_sJp5FZjmz{^8 z@2oZa@V((IOGVI>v-DYSjsiNROkjKOOyHLe9Z#PwbdcIsB`h8^g1hB3iK=#ab6<2* zp@LM=rTQIcPP@oOf3m>Hx&dhR%opt=oKepf5U;Ib4+j>f04r7*6N=Lp1oD z_JwF)H4R60kEf5-2gO(2j`E&^qR7T}KYi$tU_n!M(Uni9Na?2^WkLkJx~#yAM$ASd zjg2H-af@!rtwOHp86V~FlbS~v;>PEdG;8J>v{2o_8Lg0D3kEEwWqZmv?KmBQJE?d zYN6`GM=-d`4qt5uV6D4Mae+rLH|+z#Wg1S&ZQ0myTZosg3c+iBx@^q1r4T&O9&S4% zvZou95q|nX#bYOCzi>EP(LV?elorDI(0T|zJeTKfo!DJj9o8bRf(He5y+2lsT@BZV z_^J^YQfEi~%2QZrwH%5i`yor!9X;_GH80WQ6|Srzsve77egjbH+d>@Vnhh7{9EE{( zt@IrCaZY!n@psrbwl7wOi;7(jnoNtoCiFQxc)SgLKaF8KYTT&1{443F3}brYEVwqM z9Tsjp!Ch&Ppa(M~>8XDsY5v{{UDZdR;`t;@R_Ua-7ZwZqEHBZ;YA>3Wk6d5oWb7~V z#YKV2Y_!~S?tbN25d9SXzp8-_cEhIr^; zyy#E{PaBO!W9q>x@ZiL7`t@uS?;BAlK4S7+$feB(m*Qg}WiHG`&mQvXs^!ph%oq=j z?t{3s$O`hn?brH#ng3Rd@Wf?GdMU z`yIE;XeaMrYK!;nH^Sqq59m(jFnqMo5Wke#;|#fhwB`DII^~=!WO)ryzbK8uOM6M~ zku>zruOUB$BCb~JAYIp31zx(1~`koGq ze+#8$PJF`ZV!raeG@EdJDqUEZNPpLShRLo;bT3`-L}ROY&1xfzT=1B}(ymbByWb+K z?Em=L*Tlh0K3u&WqIq9_wAmjHrBsy-$Y-|p~!%G+Gt8sxSW&bJK zxZ)RYCd}zhLF+-=V-BlK*-l2ne&FZ*_2Q`7T&`dD3yk$CfW2EJ_%g>ekh#T6*ge@m zIX%Ci?pFo`ty0J8LPJ>cN8sFl9DxnLuhZTzdFFkkOC-IfiMEETlZ#Ri{)@N|6Neb% z2ic`mGUX*K+oQyujYAe?G9FJI)~1QC{-@|n+;aN5Fx;RtYfhykl}d)FRPR~4>8DAh zq*8_uLWB&NY1W7oDjAw5B}3AC)<%jDDb0kC5=n|s_|Eqabk+6tp0oE_&vW0oJhwx! zm|v;IzKCjM119`~-D4x*Quc@cohJ;9=LN_am-7&o@se5ZI>?w8Zeg~}uYyfVhFESe zl>}XEtKy%0f#vrr7y~O2I-DyGqrN;c`+W?Y9I}K&p&~|*yOb3)2-B!bVR))yBK5HI zpv}^o@W&f*n(?9ooE_6)gs+YYhdEc-e(rbn?`I(Y1aCjx59_}qqFmrcoc6pPEQGn< z^X{F@JC_I^BRdJ^^t2$N->CeTEE6>iTeL!Vhqr8bveGd9~C$?%9Uc>~_u46%>7 z@Jz(U%?(hcoCM7sIm{~hADR4ODXv%~O3jx&02jVJNo|yb$x0vLZ22u%^rwkC zTWOM@Q|+8b?7o&?cYoTdO5W)Ps72|M-J5IS&?f;B zYwQNwkIiPzdl^%~SW|N7OBQIJ^JY}0%i@+1Pcr9AJj^;hpZU%E$e-k_N)5#HNYO(h z{Qe*Xg9Y{Ra#lN-KPiPDrI%TwE)6EXhoa}3X#C`1iB~Sa!1;!I@FM34x*Btm|H(vx zdVbH-kiIntqJ=&QruUA6L=}!&oNx&P*CUstrDR-}qsJ zn~A}SdS>l%7m}_y5A!;%W1$_;3db-A{+14cQRdWovlJUIz7pbSA$<7Q2*)nwg8$AL zn8>EV&n2qlNI?qUEleNwE{lYZsEt!%B#Al4(!3cXLw8Jn0sV(3(!xCjsC7V`zDeE* zR-Bjq$^A@h5eA~*yq32@(-&6lX@~L|cX3@!7}gcsL`#G3So2W~tH!zKwV4nlb2R9F z4-ujrbrdQLe=`<7pP7B!^F7S#4*N!XK3#lWgr=BhfY*yn@XJC4+?)GwhK>Y1FPe|| zLYgdCa)t?N6Q%7hIaVm={Z!`nF+R^0kr-DGZ25W&gPv7^O0fVLxE~KbE44}RT?OFo zlB9Ft3w)D0g+%@1Vuq~KDvZDX5R+MUpKf8nm^Rs)*uoEYE&g+5?%3o z5-!q=;U(x4VAOJ9di<&+BR%HMhAGL=Q-^)gV)Ho=`{E9}MNZ&>JY{mw;W{&4!jDxx zJpx-ki9jfoA})bdP%>vN^c8uKt0GlQSd1IVToeylM=T(d+bbOH)uQc#vc&)XX?W{B z4s$Cj*dTrn8_}ymNJA8EI+o3JCAPq_CU5F;)e1b$hQnn^cL=}Qhb1PRD0?6mPf#%; zVRi?9RUV~ho0dS#)+UQxqo1(RRRBl%MZg=ogzd(+uta+{6Xsl{yYe#I&;d<})uG|0%ZWJo^dfHEsmm@VI0;JW`ii`6T2 zx!Gqt=1iSI{su;{_uAXwLx?MmO?=Pp9ulCxcz@ws+Axlpzr}q2{rEv3gr~MagV`~2 zDIIDNBV{SgP_*(77*B;4(7I?MGh)8k6Vz5A5u`Ao{9( zDNWzDoMu;dfz$|>|4Cg8nKMl2M(%tw7_LheM?^t}EagAUSwXjm_(1LaE^t3MfjPuG z!*pq8!y|BHuTM;3)2dc8<6+zx%f=68K9xoHbT{hjl>%0aW7ziphS~Pc4qP0*GMJ!rs?LhLQ zKJ^-1N%Y!;==y@fD(~~06Czj+RE0Wl8RuG&Sz5y{xa~t4xrx`zOHE*&bqg7znz%HQHa*x|HYQSHYMZhW5950E(#BZ!GsNI zWc!>&c%FY0GkmpZw@oAO$)qHfHTr>{k~ptK;9S`3K+wT=3boE~g&zx_bGalP_M6mE zenW8=?8cu=gvoL4rBDWshlb$3{eI#g^qpxCu7vGemnrqU5Df|vAQw-k;kKF%yrR?w znHmGwzMkXGM2qT?J&O$JPMJtt z(eB4=7Rg7CU6VkGx0-yG%Ygm>&ihzkNWbS7f|q47EN?wg^@#f!F3YR>uOT zB28vn$j}k330x2M78J^P6Op$ypefx3p3}E8r{CNM%dz>?e*Yyfc(jl#lD`eXwaZy& zfe5sXa)DHiLC_L=7)13mQFf{Vef(fH^3!iY#858h2NJ-Hc60iC&TP`VD+pTEpW?-Q zdorXM2VF~cfo1V!+_=<+tdb2NiD$xC>3OTj^P3XHWacpZ_Ff2{t>+=}{A7sOY)bid zi)lS~H+?iP%xpvt@@v-y_VxK;w7#{0{XTh|`TN0x@q6w|-+E1?<)0(jEwi|s+yM(( zKc+!#uN5(6V+JIUW4rioyv1{^i)42#I)(>6a2&k@?;(CwFXv72q4)D_$ia?2HsPre zuvjb16&SE5=A2}QzjBO7!5!>1Q*Ms`^8(D} zoPOOVo$TXvV)Xa$C7k|X5uC6JA(t;nldJ2l@a6agjG<&d%C=4(!|9pr@azJ&pLTa9L4NCS z{WcapUC|*68~&n*6X$qn5u(=vc&z!N_(-s2jXB3LTh56=W=!I6pF{4>^o6dbarAw4qWwe4C;rzC@y*cgWI zy@L~m6i7$8H*r?AU~WH?B^Ua;VV_Vx?p+~Cwi>ImzPdly6R~s1Zc8_!6zW05zMaIc z{f|J9^8!DZ^p0Pas>>#Ecm7%7lTltL5HD^NAu9tENyp*|z}m}^8QZIvM7bEK<7T*5 zCb)4fsC5wNn+X}5U&Vc`Avsm6L6Qtj@tK}ATyMyS&SOdX~dneGIflzWPasb^$V(^1}5jJtWbPX<3^= zr>8$b$wy5%`hoK<8|k3sqcad2RLoaUS-}1Ol`xerHA!B^JJ?rW2e0co;C16Q6xS3b zzpty&J$vM7Mq3e{kg7uWNJ;qlRTuuu6{fpYeaPEXjsdC9`O$-g>B0$V(4JS%Y%0`d zuEm(p>5Kyj-(52go*(c|LD z#Pp~>%(~!fBwK8T_vb+-i2#op1`fH zY0TaE`cTugpFaKWOwFCSS!w1!-g5EncxKxJT#`SRSZRx3>&$1E{973}@$~3q*=`gv zdyc=B>Jk0V$9WM0sxX6lC+)3w!KSy{S##GStTj`l+bqxH$A$;|-FXx;tUQQ}mpZOF zupU~EZUpxe_u%e(Z&>E6ghy;MaaQF9deuRd@`A2mwz@Ysz6r<0XSqDAW;)-cVK14N z$#raUOd!puAJ3L((1sV^P}#$P<~2CbV&|`%|1XX>f0_^L!nc7?H^?K>e8EmnpGM-bIFHgQE+E* z8ou7EK%4#NkyJ+my8qt|_JqYKe2!g0y-pgF!5lk|5d@JMJ0)8&|p*YDnD+ihQgXpRNxIA>36A95YOOfzV&u_k^W ze}MVZ1iq}R5@~k(1k+YHpld)em>w!*q#xd3M!I|0TeoKLuk|)y{b5=BYIP7k+qrRU z-aIt?w+F?*jchzOm)Ve{O$TJVp>~=JNpwwT^m}B)xq)li;wcQ@M(qVML@ziTLlpJU&_V=SW1aARf+Y(6z0Gug zOr%-*-teu+fSwD@z{^eP%1!CrgBue-zNV_nk z%s7nCCF;>yW-}GIE=x=*uEOIRYlxSO5`@d>5QCR0M5s6ux3v{AS3H3fL|(vO8=Q$j zOfwv?u4A*_C9(%bgwVO^APBP=uv$%)o`3lP#~#ff3qGG?I>R;S*1>JiZX$qBf-T9> z#I=mLl|C&wHWN>_YtUQg#L2aG0d{1G4XBrk(p#RZuy3&oPMu$iLyQ*Py08SFT}*+2 zJ-^tc-3bhQTFZ<5b{}Foq)1UsF~0llM`GqBGqTd%$k|5WN6k$7*na|5%$`8Z4_1bS)v0xVx4N7~D#vkNwzW6W)bP`#oE3@#^uy@VD?UMWN0Y~XeS ztCoQEylG@nxES7fEJ*q$6Q-`do3+f)B)M}NVad-zRIJLxYdajlZ>=n0a$5OqhB_p} z@FX+q%@I5rs)eOV)|AS1FgZuH>CSXVa>S(rt;1H3PkGK*8E6E{a!c{eMRPc;nh$66 z_fpk2ckry!5L0@0ko8}c$eK(PC$kO*p#5P@qP}edv#yKtU&>vFcax-O@?tN!VCazq`hFYyz1 zt0f#ZR?Hz=T_=#rE$TR5d>&C&yZ|K~0z_}~61r4J6aS?=XZKD~q`7kqFzJ*YiPQ~( zUCnEV^Ca%OFinJAr{hkXHiYtGo(V#R-zm1}q%^sHO^VDvZbV$xC1Iq*DjIe0HM{2V zPo4^=Fp{)s1U9l5(l7o;_NAGC)-^S*>mx%>Cjs7$PC}I|u7i8qn>^)*G489~Fs)@7 zIZGCy!r2hA``!UObB^LU1%GlCDj9b*16(G@`DD(N!FGkOXtY5MzFr*1nDbeT+_x;I z;#Md>CCM458ct@K3hUYR9kO&^(<1iF4;S=bb_nwh>yW99qQw4fC;Mzh4PLE`1USJ;#S&`J4vWmeI&Re5W1rU&dna(TDt{${OT@cP+E1@i1JT_yo_q(kG@1 zGthN;6E0H`C%vCnp`F?U+SF9aE`6#a~_#nE|ysI=@+QZ;kqyi ze0EB62YZAsgF31MVC;At!qX-3cn>%CA!f8fwFVM`Zh^VCDRsVF%3t2O0<^1h@ZhW* zunbHk4GyxzRW}ht{XB8UArYFp>pQb&W;ktVR>f?!w`{Gu8$Dn)orGR#f$*2}sDYm! zq^;sIWk)RV+G0Ug&>@9&gnhV1xE~{RGqF{6CmhSY%l727;+hb5`0v_bAb%R*VE%OW zbcG~Yma0I@)P6vx4q~!~1<}8i%R92*4}6rgr0+b7InGofJYzlRx>L$T;MY>DZxke_ z=L?dGa4(q8@zeS;G*PeXI|fumVQ=a|^7>b1A-5+H{wPj^7oUKZ2W`0KvN=p! z7Kk5q9b>fbeP!YlR@3GhaeB~J3bsFC@UiGb;$>>X+DkgJyWVeOW7ABDX&D2B)e-Qo zj&n~3hQosR`l`qe8{p1GZfBAI2T!~{j-M~I!@=!0nXUX1^lbMgM#fqY=_*f7nu>$d zZC}gmOzv!NnS)7)AVaSyrr*1IL}WKcnNG|_7u*6MIM|}&nW>{4@{&LtAml& zyk^=11xZZ9a?Ez$hRaLRVc_LQkkRmhXKJH(d$1aJ`rpB)97pJL#eAB$H55D^d}kZ- ze2@uR43U?jvGm0lRIGjrd!;7Oq^IivZ%JVv<>qd0gsJA>8eXCicYcFrhS@U`YT;fMsarv)H#`t=B3iQO@L;ETNhOLvK?TJMo z**D5Iq{qWK**~y;o*1UYC&PIBChS?m`D-~Q#DW!~m=*gLPrei+m;Pol{Lvba-z7sn z4o5L637hfWj8M9w5&_1Hr@AQ}Gg?i}UKiucVI>lgIn3sP0P}yX*)M} zK2s-2q$US*tl~Ft;o&)4s7%LH4WTGr!!Kn1K6=#gg(>Q!v5V=%JJ`>A}o@G=S}ih zr7D73Zbm})Fdxnphu~7VRz@IHjIOK5#=vb2ytIf~UihJUrd_!JTPoR*Uqw)rf~gKEs87PuX?yvKT*>2;)Kzw> zm?aB|6z8`c?y|vO6}d3!%PIEfeU1x5*5IUIdG>^aASpZTjAA7_;l1ZO=33S?64Mh8 z?I$;r;!9FYzrYRV+KeEKN##7l(E?<|$Aw0BOvV$wwRmj7Oq%aEj%~M^dEsZ1(Nar^ zs-#S#9X@`vYuoQXRIl;@S8yf)+n*^0uR`uZK>qtJvs3C>IX&~3o&hf6Dl`tf=o$$%zj@E-^3jl zgYrFa-_@A5=6~eJZ%`w*!;Z2KavQ<1sDqJeL}tXpnCRu%u;(=f`674Az^=U%weIBN zxeJeBo!&2eE;N7v)-1day9iY+8CZWV8f9JGVT zSt9$K2?sUVY!uO#22|5inEU^EN|7uxd1e%Igu-hDQe z>&8iNS%RpP=g^prI5s9nB2E`FrdM9##R!UgejPY$^THeDf8eUNBCL9T8bah-`0Y18 zRjmqkWG;lhfJ5bWbmbWbbP=`V?M=CjWoM^xdzSmK{PHmDoyeUxN6+%~HgfagvKE-v zB|u;MSyFTRhs^7RvtaMadblZLMG``!i9+X2h-(t1x=u>G@WMcNb#yN6aI_+I>F1y$ zkC@;PfRhGERdVUv4u{JjPPSHnT^quohU4BGG3DGe&v;Ov^90w- zyayIj9oY2SDnvfWoZa>N0x#dl2yfeDL;IE`IBcQ|DHkuooGwChI(_J=e?zR%cWdmL z6oTe+g~(!`B&?4rMf2=_Y)kNmY3l{SacUC#z^oHK?h@v_ZNBV{d9I|p?-sl5<80=t z$$zvmL6$~KUB+LEZ*jVJ2jlA5$zF6dW#+0*C(&(Qxb*x7p3T{htU#nZ2|W0Xi|>>( z&$64~-{Yg~pymr!c2fgucXk7QUi$^E?2kr~^RCp;{xh4BB*l_95_sxwAuypgIS#%O z$>7-8)_QZ`q0AugrJf=^pNjpyr(irzfX#dG5XzfPh){?L*?1`ldMx(Ao$|AAxycS& zjksN)>8h&YlQV%)?8V%xvCQDIx2%~JgW8>1^u>Xx@aK5|K22Fk%s;KA_8IH2#{Dq9 z3lXE}ZpWI}nBcRDbQnJ^1xY8YplZ7U{?YPcjH{wf;3`JynEjTxaaCyAsj$ zZ-!+Pq=~NX7-ZUZVxI9POj{uUe{dS-*BwO@X;b{}Ita0wi}BIQKIYfK0UXZ$1H3K! z7}r=0qVX~h*R1G->pLftJ7%Wv=f!6<8R3{G+J_+V)g=04i6&KiScfNd>oKJGG8@hD zZR8hZp!sV<%=h?RDlHIj7^nA4_p|_5M=Z9(VS9}3Yopl|pD~lMHD~s@y&~-MoFB2Dc z-GUj9+u&H~OgjAo=kFWk`pA#8F}+KizJF*7#mrB5JEni@W6TV?rjzpPB7Z~iwr4E+ z;w9u8X|l)Xbh5vyi-D>wN8=~G_-E29j8dLK?PV75riW`%^HbN^m5Kt)?7}pte`gN6 zIO^-1#95#f5ruIFYq5Q;G4=3RLfdVUxUB9QRx_*!POdkHq>u_Q?>fi+sjXnQFPlvw z3;r^;D;~k#pkrvrJx`3UR6&7kE|ea)gols)hjY4B=o#(`te4%6e?~vREv?zq{$?>- z#kp{55Ao4iLWp`kFel#892@0jHE*+J0mz6KGwWNqEZ{E*a#rRg{L78UJ#Q~#M28{n z=KQC{EkQ8WR#T;FJ(b7_P9@nfK~U&*9rE%xzU0pHjC{N*I`0rC!Dq8TyW%HwhpOR& z1bb}S&K;;~Rj3)qi&F0V3d?u0?3@4U@Mmfw7Qud;7I=vbdXmT6`>lypiL_w$Ea!vo zoD~=xI1&D3>(I`fGnpo?%Vs&K0?NTx*qQZTAt(C=rmanctefSSQ(S_&aTcI4c$^0f zZ`s}RZHQ0LF|=-b%_=N-jmp(m(14pa?~~|(gw?|2p88fcWs4j8&%qn6K2RqsX8vLP z_b1{#_WB9ukeM*a06Qk@JUYg%2}6z6ubqMulW} zy263=d7$YPjoed@)<$o~T=fg=GVNwIqK|Vf4z49u^4xR#&Qz|$SjBlw^zm+4HVh=h zvNJCxg5`%j`EH_R^$8M=)o|zyVyLWM?S2S zC%yC>I8JVW=?izV@s~S6-#{BZZsjoU<4Z8?g(kUWr462b))rz;3iR#o$4u$P4pdqF zgAHHe%XQ>sU`4hbI2<|yZ&!2Y@4vIDhBu>t@z5>oz>&*HRBwZ8QOl1UCWW=#7?==a|!L1j)y2VW?Pef$4g|osnlYKx|bs zt`8I@MG(ubxf6(1UuN@!Y`WOo!^Y6Ku9qEhvVVdu~i(pUH7z!qHth;S`?e*G z(ZppC=8)>+-lXxW2|3_xNO!zH3GbTXU~}9S_}Ep)j+;tRuLDW!Q2SjRpy@7=7@n0S$}n zsD%15SYe*dJU71v(+*dG+fsd!`zi+2?tf*Q4ryS1?Rx&=YYSk3trwg-RE2j+f5Lhn zE%Ne;2=10Cg@#p&X!}J2)HR<;O0NC{98xDwjKyeXmq-ZnwIFbME|v)MRP+?5aag9(#u2iLzwm-~g0tUr4_j#G`H~ zVZVfTGLkDDY3Y-b(B0dEn%Ae0K0O8}Bq~$q=ADeSZ#BDHyBPWkl5rS!!?%^qkgdEA zbJlEUCD%?S>aweeqD(p%@8Db+fuS&Ao*=}XkHr5hkC4a44vbqg*YP#hM9+&_aKu8E zT&-&b?^oy9|kpZ*#6Zg5|g>!3->-(watR8W9H~q8V*A~A>^~uZg5sNqZe=3 zP=RI}y3+a^EW6Xkj=ow-4$c%LBIXaEsVJTmcHYBe-T2BpwCg}K>oPEmKFn<2P!G>P zsnD|n1~6;>BNmT{6Hj9g2u~EH3a^IPgNd08Gay2bzHhh8>$m1@ocV;+P}Bz3i;9@H z_A&VG3d7nZwb-Bbiv6?L8vCZY(W~JRO#j~Xu$}9zd`?v-?RtXH)w7sqgJrDd4PzQm zyBUHtzOqj^7Ku#xBD&Gk2_t*2pgZ?|ogdOu6?M9ZXAw9J3;w^G5=nziKd<8BSC5&) z>*}CdRF{+oi@~3>*%mi4p7R3)2RQF@0q9HXQIq&U8Zr4EyL(3fzR$BFqo)-xSM6UZ^@w1Zsutp2^g*(BL znr760GL`&HGAHKio}<&ziB!pmP|dU-nC!j?st#>qYs-#f%WY@6OX?#ATi=17*E0CC zXKFHb8w4QWjR2|pbP5iZKY>p!Z{f{|ERCynME|CDV0XNPU&8IXx@zOlc9{tI`TQ>S zhaZQG-bM6A_B1N^c|N^VIh$-544SM*!!NT{FRP1^HtDe;}&u^l}i-@fM@iE?3#qh9S_a6y@%rQ>o*-UjF0~B}z_I!Y_^eP?$WATrMwxADgei z?5mRW?3-WUJY3HX%sPt)hflyeCrjEg{E=A^uRvxy29VbZ8kpd11OCzGOtsQ4lz3DN zQ|}gl(3XdwQBZ^aWh^gVNQlJlk|x<@Q>dz523%HaMz3loc)wl}*6tIas&>fm5;-oz zNnH{mxR&(GDv`7a`=Ra;=Lt+KfYw=$@R_t8_Ffv|X$ncxr)%fZ+T|&DLg5HGA1lXp z8%e;YKk1xnT^>JpEWjgW_2?M+6+ZjUqiS7o$p0%%JI%`R)o*utC|C^+2I!+}8|Q3U z!?`cS2^H^;p-HDYaaCw8@I&LE$vGBc7F=WW$M>OKhbY~5|0XQ`Y(oVXa(wyr7UpxR zAo)D@1&*apAg63yS#vpCblRMWRqj)%?$<=TlKR4Oe2qTYyYLHh!+aC*pFR)QG`iq< zPk&kzBuS>ZMBstf|520g$!sUD4XqDc#T(Ewri6I%AK!)K;r?AnGOaJB;Q`BN^FUUnXcPa}qyOVE+ecH|c~UovsZgRj$F ziQz0odLv>ndS3g+dRJ$l-w74IZfygwBi(!j-*8Y$ug3SX)5yPTX|VRk6!LgmEIIi- z7u2<)iJH_PjDMd@mD}#Jb7z>-A>VW0KXwaCV%sotK_`y5AHss!bIG&++Syx@Vpt~E zj9;6zp)Es~y8fY%mY9p5StZ&oc^p?SX~9pWB4o;k7Z59ENe&Oppya3pHGkp&!xn|O zcKje~a3vfMjLt^8H_jFoD`oL)!CP>*^}(c91+d0pB|K8)KC^Xl^z(#Nm^?Qb9^DXw zW#5iq@a=S%(z=wrXtR*E!FEgA8$K8?A zw}d9Sq&%5pV{q>R6h`o-gj|4w@L!cFG;T@}0~u@{fu?8AjJ!NjN_9u2A%(EH^gw5U3QN+}2tQ<;AL zo?;Qqx-yP#!}lQNlrUAgB|^<7aZI{RoLgJ<7G6scr?meb6BZIcXKRa*2xV=O-N^9{ z4w#a4X39kETs4;Q#R*HY3lvYX2SJrX516>c!JT80j6EX4q+ zHF!wP2%0`PkvF2J@a80LUS%9cikoeSb9X&dY2QK5=k&hnPYXEw_`+M z4i@eWCg-c}Gx2?YadE#4`na!UcWhE7a)(}n|Bqx$=;AyC!kIAngFX=-CggsUF0|Mx z6Z!oQaQzf+ci#OU&TCS{<^~o1HhK$l5_iEDxxb9Rn*ce$^;?`C+`^jz%JfxSEA(w% z1yYVH2$U<59g-~bKHiTV%H%qF1@iFCF&RG1R-&`@tl(~92~K?}K%@=F;9#>42rjLJ zcS8H&lG|qNb{xih0SDabeiG&Fm%*>;lX2*vDAr0Wgr3XpWNRt+OrEzImTm}R)&E6v z*;@&!uwM$wTSwvA$~?9&I}Db$tz~~6$$)f8VcN*|A`3sB#RK=a>}G*9YR}z9?+c8x z8-#AdkI-#oqCK~pj^$>L&;CQ3 zK0Yi|&A~TGD@ZM`l}X#Nj*T#R3hf(%VNsY2X$wvRzPlma>taLaem26r+jijN@ToZE zVF3v5)1}Kf4u7bbD%oRj4`O0sIG%JlH#2Bp1GaAAcX@-hh7l zR|(GRWNA&VD4jC32KC+tfcYK;Zq|7e|ErNE4yV;2GQ@#ADm(&4TjxTs=qy@kCQpwZ zcmy`zl(6NC4@o`Lj-81YU|{=i*mXmgG~Yf35*b_3w9}IQ-MkxP?mH9Xz{j}O{sg~k zMmTvSaR4+g?ZyM*vS`b=L56)Q4wbu;%F<%C`9F%OPoAQeZ3}3fJBN9lA0g>=I9wQ1 z0<($w#NFF~sK0-Uj;e!f2Y(wco%2vU@oQrC`aEN9nkzHOO_Fr#E(KQOo-x|hDpE-e zd(!vv4rV>)7#A02qt@~3*y?A(yvaL>r|;ImSDi>mh_2?PwONq0o)f6RUM0GP^8k3A zuq5e2QgHf_Aer}c7qsk7z|g2#wl}~WYD1qOHSr*tt~2SFV?8$O>k-Y!r+9hT7WbSF zWmTeP)1mSCSlhoCd-}#%QC-_h99or1=hT9m)vg&dl-2~N)!BH76k zsh^bvv>R~!qv;y-MCltmHf1S2tE)?woJmE)x|a~+zLj?*%aeq1^L#~#eo%X-LT3!V zhsPT^M#JP&FeOQqJ|1vIn6VinyT{SWZYh8F4<#n)OC4=lmHb1rq>y8$%B0VJeKK_Xp} zq}ZsF(-#eya(6dKtDH+4=0!qgTPG`(JQa0n-C=EvA6dLgnOw<{f!LQyRM5qNyxLI(#(|AZ7QmPqaUbqNJC3P6bwL~2rYGRm6$&)dLy(?U z`v|}DkAt(XCleRT!;6a)NPwf2<$IUK#HN>XjB9tWOQdWt%wPr{k&J^WOYVcZQxtyv z+|HaBNP@9!*Q%#!4{`p88(kHrN`^+2s6tRWbH7d*+@*|(cl$h;6Lt(tzf2=nxol38 zP%0AN_mKFr8NA0&z{Pz!L~@4^-OIU+FFa1dDOaYD?15`C>#$O&SJ2=Kl-0+9Y ztp;Ryx*T0I^&b<&alCfh*Rz{A*TJE4m*9-|9UzAH@KNg)c4f~mwAAM2M_o!JVZ5qSa4 z5?WZ9c^Z#DP+`yAUPf+a4?*F42@)!F5xcq+;p(<7+_5DACTCg0JYNUe8EQu&I+pVD zW-8DX58cqe`7U$yh!v&nM&vc;dH&*AfWCcZ_`LB2x?WqxCLM^yxV=8$Ef~f5k4CWE zv=s1xBbBp0!A>!22J4o;{JtCq>NE5XzVv-!6Ybp5@InX}ot{o(ZCAka7*Xw7sMShL-^P^;yu(G-d?bF)X$dE>uTkk-6S5IO*cKDEl-Z)z1{SgGGa_%SF z2xiD6k$*bCfXd8PK(%o>D8(r>Q*0@={?wxti@HH!YZT3Hu%YeJg7{;^0#{XeQFf0Q zUU8jHvX0+@+wRwyMBOc9;MYkiTPQ?aB_&AFoj=SwJB|^?`@|I9H>EAf5oGbvFZiEq zG-&FWqVn_()ZC~_rJT4f*z`%ntl5|Hk37UTmoBk?c2A(sCd zW>Af1(xi%?#O_*K#ye!ddC4R;Lu8T|xjuCo69HkE(u9Nm z9Ot)NLJf67;DNLs7FSHAM;g+}^O!+=5c2>#`)=YRGhOn0Lllv}?}i~#C&=jEF-FT@ zjBLzE;P;-7WUdX1vRiiA!MUt!Fey|D{dVxNb4fQddhZv$Ep;My)XVVulv$|c_#gdq zwi(y`b_VOg28{i3iQPPCPS?AuQ6mR&Sh2$eR;>y}xl5c&-tHuZeHW!ewGK?vaXBg{ zEQ#Z%TxtHp)%f!75%{!EkeP@6Ou=RkHey=>%Gi4_)9u1B!-dBRd<_B3WzKLq=Re*| zlSG)w%^tQ%_%We*k+>-16>e5&=dJKf!+1vzy6S-xX;W;0nz$br-8P*&>)J!^Bt>@O zoO`Um8+Us5Umz8?b|t^d#mRBKcAO#|0u^#Pbfb_E@Q&LsSKgH|3(jirB}6STbF~Hx zz0QWe#ba1gVTr4^y=O(r3t_X26P3Ifi%LI}@buqRbn5;daE<)JRzGv1qTfsT_mdBz zZS^M*>rX`0gbDP*TNiv1eF?k#I4FA0LH?BGF_>1fjGgJlbuKrJqxy}L=rWOGuJ7RH z>qDoY+sKU4DqSM|^$A$k`0@RYNzAG%tzSuMJlfd4#y}Lk^cSse7vtrv7hrbfE?U8y!nmj^TslJz9@YP5x^{7Y zTk8P4r%JTX`T}FAw3s~H)?JnRdpcdvqQmhJrqFSdR+zY83E69%2@WDkP&98caXugh zZ=;XktwU5R>L^(E}2AME!_*7Zm;Cux?%vP z(uX1cQXROTl%%-|fuw7=8!s*2N!L#!WXS9>yrW0q#+@=ex3UX@CRN|MqoGb}Ufzat z_r1sl^+MeFhs&0({sAT8S?poHCJpw@W5hUSTfnx-RJZCAO6SNzd7nHZWhF}lFU7Nc zXU%Z!nk+bWJCxlJZB0WCw4+g^G5yzMMrOwuu(!AjTE^<__+^Z<3g&Qbqg~on_80Tv z-7jBm_sr#n3b}m&cc-yZErlL=A@VPC5xKnFjBd2P&U&`a#rUqrC_dcGBQE~9Ek1=O z{cRKLZ`=wOyTVy>y|>zl)Zf!22TwIZpOhU*&6*4& zR#Qk>>MAzDaFnew^rr7pxO;`s8mM7TV0X(X*fiwfu6$$KGUp3!a{C)DUf!)rMH zMGl6IT=8(P5nWMJ0X=D|w1(HQN7C2vjX-Rd^nrz?z)gk5R%yGM{Q){c3Gf+VlV z45MOq6Gf^>9JHGurF0B_ywoM)CEIxt0aw|qA_3k(%|ZCFNQ9nJ;=Jz63ntR~F@8KC zjuQD=G@@$~`U+8e&}#;1&jZ=Hl%Zxi4i*OG9Bs}W{RUGr!h86c9 z&u}6Q-v14MuaKijwRO<1ei@?fyyQL3F2+zUYdhom21Zp*mE2q64zofAxx8~Ewz$Q@ zgw^}u>WO1e==PXN7SJR10v91Hq!CNUDsbfnUkkEn45##K(cjAoz+Cz@V!b2T7ph6$ zEGP8oXcnj&&wz5l0j!lW2cP@Ov>|hxmB@OE;u)gY>M)V=uK$L#(2s0paT3E6OVBB{ zji`HY0m+VvV48%)NV$Cm@HbJcsCI;wWNV@q>cPfz-GG)w9oUo6hac!Xx?FV^`nKLg zn*|eTSnjGtz$oX)`*e2r% zVl|+kT7kJi3chtLuFoaSp{svDWhH_$G9H; zmHdP-ZWjJ^syh`cD`78Gm7)Gi37Qe^K$KIi^H)t#Bi9>0Vd{xE{L8Q5-L$jBGkz*K zyXP?M_Tw`4dt~u>Q~(Jc6r&qHUPShO5PUsT08Poip+0gsMyJ1lhwC$7)-yL)wDlEq z32ua-wa5g7mGQ6i3DQE}LbTCO!XtCE>D(PUgfMdGvd)ScW(}j(h62!a+Jr75TX_H3 zj^n3Og&0@s3p35C0ZAxK9+--sp3SG-Y9~1cjutW8J`Nak4C+<{v+g>!WUK0Pu61Jc4w6fd8dlXwRU{O97i3RM!E`3isB(F9?sIe6#=q0*HK zRCxI*aI%bsLEk#?wS5V9onOG#XHyAQcR-JiDUp|dzLSUji*()|P zXiZfDPO8~Jc5lB|bz!I%(#n*mT>5eJzQaP4%`vD+UPO1Ma=d!45q!|dBa(+!(m((2 z&~iTF{=3I{QrgS$)BSM#_MbJ;z39N||LNpc2{d3?d>lSaA4hvJO}yulfvf(!V@=m| zut^PmPH(FageFG=g88HVr)c{eN7YcUaE<_s5eK?IIMVy@$}c z-{(~_TPl$)DuiSUA2c*nNNE>QL`s=S_xqe=6UjbcyS6CYzmo zsG}uh%7W&x+KzXSlJXz_^pZJU)anJg?kO^8eS0^g~&95x(HMXil{`RON= z7**)eo2PADM8ZwTuDAppQgN6YszUKIibQMd+aXo=J1Q=fr@g`B`Pt_$!6sW-YL8|# z@aAUdHc(nGNY@jQAT*w6Wux3fVbNfx^^fII=<+O@HU%kkS)~ zQBrKLZ6y>vNQZiBHD;Y-Ddb$U`Cn%*Pn2m zMbDJzeWosZ>9tzqJV%{rnQN10tUJ4Iy^td6{u51KEYG3`|KkI{s?vyUifqdleKMGl z!#`f}L}WW|2sc6JJ1U$z!fPFvNUN{;!DAIWmN#w*9A7w--2CJqENTUF`)$v1YpeMS zx6L@q$wEJ2?Q#};y@KmEyvnJVlt9G6Qn8N2OjaoDJshi#a{0F|VvJ@f3=SO1?sX+| zQm@KjgMC#vtZ)!>-d9zCBbH_9UED^n7=tul?vRx zL2GdYPTC?()=svp)M`K1RLb*NN4mu62M6M#q&@gO%9Ca?UfpXX zyVYh33ofR?BRfOR@m4vnCgdUJUUg=cx9>o(-y8UQwGkEnn$f^jwYVv15kIp~gQ-g< zVzYP(uDz?oR{dKB&AWEu=GRgbdG;(??taIuU24Fl)z^z3xK_fpl~=0%Q(8iq`4YG( z?7YCaT!ZRNo^Fgi3eHoPV_m>uEYqn+N#ENL{m>Eh*UK|G=Y8<`<7^gMCPBF1JY)$h z^{H+F+>zaqB<4?`ecT*=`nCf&M>YxEO-Hi|i@d6=l5(Ic8z?|Rfd+mn!fmgF8)wN= z&^?g|x0aoPu-;sh)T_XmJsMOd8I1mahf&x1K2YIez)9){Z0^ZI(eBGwt@xgQ@YRL2 zHj3ev?;(_Rm8JNhW0@7-4`WV^fb{aguw=X>nN>u?D9=uAli+Y)V;hSNsdL%07EhQW zm(I8RxQh8cqiICV2k!J_;rnpV0^YCe6X&iolJqCp@IUQOW3+Dy6#wYuw49yTrKe9} zvv8vwE|U#3EM9I@s zDEX8IAGRe|a7&-%%BI^eU4VcQg zc~sN8244OWa+;pnEbr?$h%2iHi{%s9_&#OY`ASh_qN~S-%4o1S<$ee@wPh02&_Mx(6;?xyP?4!w)6y&TmuH)t4oM^sfYm#-PRioZK~4W1a+%Ed0*M~h;v z!@E(-X;q^`2a>-{{vq6Cz&Lq+(Zo2r}3KjNHUdXZD_a?1BS zf#(a~I8{I2$GzE@4D}|?czSxaxclfHR`c-(mY<&`u$4Bj^$o6czWO6nMoz;8%FdAZ zE)9KGyu^dOrJ%mjiJTYZfz5$CD5qVIM_>71;D+HeJMtF>M!VCWuhx_@_&9#+>BaV0 zf$%4*40ctDaaHSj`gSWCH^oV@5#=LbQ-Us=n!ExH_^Iq}Q9K6iG9`bRA{=}&6F$C< zhm%qt`0J-_NhB}qwvY7iB|n9%tLG?sn=_kII$}Y;cOg0!O(glZQdD7?j!!4A#XqA* zQTO?BytONwZnf0mh`57rbw)HdJi-PKnAYIh2zNHO_nRmy{w!SCuFN*r)Z-%OcwGJR zE^av(&MB@u$u$gc61sr{sUUL}yPvGVQulXp8A3L!Y@|HS{m#*^S$Xij=m^xsf8%mi z4Pb-Z#t8q1YWbciuIx_rJzO)>hIxGOhv}R0uzg7{{?-qIDW5h$__#V;nyJSU#-9Ys z_9bku!x#AdppLtkszU!&OS4CDmGJ%BD_l5wI(IkbkGuT(E38aE3vIrx6oY#} zoT5WkzNa~f$HQ2)fhKi^Ol7x19z#X5Dm`jTV1*^qS)8FIQwTPrX0aX37BZzdN+Kv9 zejWas`2)>v$g>XrJ)jZySM0p+3#Z^Pgxr;N@ZIZYU>Ca5No%?u{fj&VYp4F=-S#x# zoYBoVsDCvSycN+}sk^AOU5a13FH)@eQ59kj{6cjP9VT6KQuO|>GPSZSfj!#@+x`lj zkyB-0ILj5U_ZYMGBA}IlZG2K;7i>Rr5MQ4y#Er6kypzyLGurwFCAN%ZfiIKMA}SaE z3H$@YVkwf&bSA55XRuTIkicweL;r)bc-=0cPw0wxaeNNiPO~FLtycb-{#)@jTS?Bj zrVZt77076!;A1&*0|pBW4j&UGJh$*KH<{dV-#5%YPf{MP45oPaV6n$+r^T}s??{;q?KPmwVnu937^g2p=#qkSf zEoSGho5HYd_xYYUT{?fskvEyT4f_R-Y|X=X>WTH;pxZ~yiS3*DcJ%OW-RM)ufx)-l1x_og)0{w zhh1BHcqgBc6cPU)oQQt}QNhOSNBSIARxprsXAEHp!!Lgrd(F4qJ!h`7Ti)j80v@IFZ6Tqtmg03-8! z&Qr{5OnlhHsc~U6EW88?S6#$?hc0qk6y{Nyp%&{}oP}riJCJ<-QBZocm*#lwVqer3 zvP;5SwoOTnb@RKq+ha5N^UvpD_KERW<*mwP9=ya2yLb?8X899)Qo|#g!q$ww4Q`ML z4W*~JSI3HBwT}#2ka+`#ox3UCrs_*>hFbjXBtvMOGLj}8JH(B#s)C}er6_)hsFu;l zTP0b+q>~=xH`|ySH$%usj-5`m_0RF$;ZdB0$!U-sR>TjI*I-_^M`75GS-fJhGJF;I z74O6&DSPN4bXV^N_b?;co3x*^HOv)H-7pyqcSLQjwNIkB|1z{G%wTtX+60%cI+ic) z!QSA(M9&LQCf$c_IYr^2U1g$(Ll@9?QUIHLYY&c#*$l}GZ{dqrA9nG>Lj3Y)CZ9Af zMf}X;A7m^sB(sv)*wYxsDTh8shmp^5io6uwH^xPYC*k%!_7iY zf0wN+3tGAd52Z#!!0Zw(|DZ0-F?h`vsoccX1qL+2un%gMJp>RsPdB>qV0-i{&Mx#Y zKXJS!8}jG@+FmKfv(IgzXU7t3coWWRXguW?{`U{kTivk(C0R^#I~-kNNjdM5v0`&P z#1}`=yM5+V8b6xdN-u|u!c(Yv$x%dehl1Awfs>)w4_UFJS(emac$=g~ouf0bu|$W( zS)WI}&?;wJ|@)fctM4eso;^mWzdFdQgmSjJjojrXU zPX%9wqBO!}d<+_6rjlOYBtjgYjbp7pa;u9m=Z^HLsn{|EBqLII)J4crFV!u69CyqtJt^c_g^F6^L0isYtIUFJNC%RjH##3)Y4W{*%(i$M-zoZu0|(jW8xXl4mnQ0^oM1FoPty@j)7%;43y^2j-7rH#HSl z(eZaYJw1V&=hk5U!=>=>i2^-{3J0f-(*hGlaKE0+z`Nx;Aot2qKI5YmT)o;Q@Zyzd z+l?j6^;H)B`Dw}&wB7Od#64hFw;n?mbYnu9Dx0_e5f_-LCNN;SVergutkIOAs5kA< z{6Ped4YuO0sSD5``x^G^zeW2a_c7&buUVy?+-#(m*`>WlIF zsD5r@lNuZKNREylGlm{9aWfhkvFq0~ruw}JOi~-*(#6j(`-dk)uXE>;C9P@y(OK-5 zzc$U+uwvVVc_5;$0$;rt2l}AQ^tPVC-3BkY0W}Gz?OcuVavH4BdMXots=~kGcW~O) zft}s43FLK`Rjza~ppA+r!9gOOi&f}H_wraMJUjzC2m7+>Ez2QquNpg;8;KozLUDdv zAM6)q$k2>GP<`ewOjmh^_eEQ9MYRRhJzEdI@HMz?2;!G1KgNYmcf-TT!2-O%46IR~pnfg#9zJrgJ1i~$|1~4s|Ak1HB zFg4N=%cjkyO|8!OcYP+8C-e~nVL1Oaa3!mKaTc_{KF3EN0>L=K5f={*B?Z|>U~}l7 z;EbP5Lw0UNm1h~SvM~((N6uhtpG#BOzU^$%d3%IG-{C~T0nx<$E@aTA%)YoC7jlj+ zG^KL_Nn7{`ef1H{MbnH~O^gst^$Di9!#$8Mod>HHB=eO=N+DJ@O^7T!fYdKjn4V-J zw`=KGCYca}%9k%;=#BS6H#!Bf`=r>JvxWc~KJ4fbf7}|WE2^YeT)(Y^uNk~X@D=h1 zcUqCf2pMV3a^ap-zy-PovY|pZdzESp-y1)LWu`vi6J^!8TM{AkbV)d_nN*H{K70Wi zKjJio4j`Ar7O~8V+uVYUSGlgOdJr3hxanO9E-8^^zpP)1QZ^rhTD4;Sz!wMp@{_mV zJUfJYdG!zuUOWag$L!<^&fLHihfL_rC^;_7G>mN+-^M3@02)Er{0W%jRW7?_F zIG{lij_%I^%l-?PUpxR*0$gCU>o|COVFHV&a;4{28o4@OTP~lIp^_J?X!t&Vs1Nk0 z%4m&&9>Yw&eb`&LecS`}7Bujw-`jC@83%d(8>q2NxC{1tfd}34bVQizO=dZg-J<;% z8)D8^b~n6yk6B4u!xM? zT443E3Tz6KWrMc*!Z*tlPQg9HDSJMT1;q-awIGysDwr{es2&*AE!<1j41m)qsu1;1 z@W^$VvY)eD*x`PLcU=yHck5oXiWm0%VFHI$XB>S$FWl+Ijle85P z8P<3S>OUWWxv>v3m$ipEvN0fBH@MTOZRpxG0P-FS^IyqNe(YLr-u~`OZeo`=W$=Ll z4@<-f^ZcN(aynC+{>CYAVj=8DF>^JWT`jfec#kHEWLpMug3z}6^+xgEpF>(E!!u2vVVxSj+x zi3$vM2wjia>8LSIM_}+7vLWGjVY1B}G%%aWe1>j9eQ8aw)4YWrMoq?-5yd#r^c>Fp zB?XJzs?e`lnfWe#0rg+!qpZN;zjoUYvYeZ6{;BuaGBXETTpi(YZUz_HV@W4hjG_mV zwaBdc0n}-aWfl+OLFL|L-1PewmPi%Af^+{wb90hm!s7jK@t8K7{cJ$h27!-wPjLf( zde#f@%8|r#U)ynZtqa|}X2X1czXgx6-6$%urRu4XPWxU&b0xBIw4miIWX>3jE?crN zB6%8?x|_oZ4Mkk!=#6$OlxgpgeW-7L7>2)EiQ_ts-~-nLR;u!l>%6!Zblub7pz{Va z?XiUTD0LR|-IX)?odLg-u0rUVr&!_eo2&L7hXn_Au+e!#Y1^kShgj2HY2+_F#nXw->-WCCBYfkmh+4Acqq*J)9l!Kl@9Jq zVkcxdn9z3Vn;`Md70Vs%P-&$s=}c|FlUgy)>T z#+F?F1AD&I@!|Ut(WO-y0@n^<87~-aI0cum(%(a>Sn@RXY#Q*wR*8|vneo>m5?Jd?ohGU5F7oJ06H;t@CB#vJlDOVH^t z`{~Lz2W&JP1rIAefqA(*n^JQCyt@Z7nSIeHvFR;;W`pn+N*>R2qywqJe+;?}k)xC? z?fe-V4~*?lV$w?|lGh4Fwx&RE?4COc%4VAMc>4j!+qoE4`!)d!Y-5OU7tX5!9`IoyE@0>{Ur)=B^QO!|6K z1pgjNu#FpMQ2Z%PZuNu=^jL8g?~eG%J1h-kYC)^8Ht;zv)p^FLya|KeL3&VPS&8ps z<(Nh3aBPvy#AngT7-a0mhHbWn0sY%>fca)PqAiaB!8UYn?_*SJeF1&VLz#`q1x{w- zHg^4EC^$FVgXCpz;KlpD@HHd^9Y5#8&fFtl_EnFJ5?xU4@OUczrOF2CgVUganb5g% zHQpMRNnek*z>OWlXzo^yv%cGp_Kt;|Z@3gblUJgqOrgUtB^&P!lE>1NT|5dfTPwvek|4%AUbKUsIsv7L%Dl!$~-D=ai$>?^Af8 z@fPNtP6vti>$t7j3QT_00Dek+E|%)fz*X!pCZ*MAah`?m$Kw;+o7ZaNQvXou$Z zy6|mhF<Hhd!g(u4Qs$M9z#P;lxZ zBJ6SpkEIXyoT=#HY0TVnjw|(j!i`#YnY%0-g@!K>-=ad^T(-&NE@;eEBGt{&|Q} z5kc%rW*~*d)#96!FI=~)6siZM;n!{zvM>zCo_W!DZ&{PTlHboq`@hFG7BgUE+I5_} z?mOO}#$nL67&xo;9j~78qyYj`vv;8mok-GPu|d*Q`RH{ zBTSet2MYh0vqfRg`0%eQ;H$?qei+D6$yh~}f2#ovY-CSFm=JqSNYSW3o@4taP(Z{*yL6^8oR?@h*@C787 zyE9PIe-zJ$MFZ9h9)j(=U*NJ5C+0uzKAzE(r3=gF($%j# z7IzfEr2Il`+^hzAJ659e6La=@z<4a4I*83RE5zS3jL^2i6B{n7(}C;nVQq#iG06a4 zrC<{CnD_u!3=*6v^(LUF^n@>3=)vUL=97NpCHQSwja6p$Ok`Zfy^5%Wg)1cKeNO|| zJ*X19i^fw}Mjh9srb^2^Wzn=y3ePPV!!D-m;jBI_!Anm~*~OxF*qA9~mK5Dt>6dBT zY0n!t^S>b6Hs6K^BNF7Qs=kAuMx11c~NJu%90!sq=9m-pCE52!)xn zrCji|sryp$HD9KvxR0@!LIz`RAx8T*;Z`9>^!rjQS_~`Yb{5z&`&sqaFxv#*S@%Je zl_XOUo#u_Sk&;*u+=gp#4T6{FwFwy@U+vG2xxRwEr#68&ivq|GYz~ zU1FRO!*Y}b2Nh2NddRx5Tp%?bUB zOT+tx`BBJq35==;@dN(e)0enRZx)oD7>bX|{h)1x47)#Z5DES}{?Tj=mOpww&Rh@& zk$UIEwj-WEXjBrmgqC2(xJ2^1Tm)IQ7qS21LR?wn%%(Le{a=L~)c1a(#tNh7+`BCh;^AqMoYtn=^P25za#&U(;&T6+b!Q(cN=H5JyOVz#U z^p49gX_F*(_`@?)<1+EYtV*bh(u4X9O57$#N%H#r8t)BA=36p7S;Rgkc3j(u-pp*r z9mf@gT}~am_guwp_PoTezc-7cC3?YEU>?5X29ZuzH5yd?#dT3;r2fDjJBRCF@aK`N z_wRc+u=D~x3KcT5yPoqhb%H-_*br*_aGf8dwiHYC$FV&rvg~<%10??{1Fv@f@G%Hmc|Wq>;%6})$nh*IUO4F9@Hl3vHVS6xV0U^ zzF?^zN|sjPpAaj2rQt4;S~ZkS7T#3pJEyVmiX*VI)PxPVJzB_|#S1KFFZR|tOFUC> zF2-5jg&TK#$Re`~k{0g6gAG&IiQ1ibK(-r3nVHd^)y0@U?krauItr!)Oosl&j;K1( zfOOh4*lU?e%m}sMFwTs0RIcK!D*{LTayageHinDIIzhv1`BN9vv{Ubj+#8Sk;|53h-?#hagTHHrLHN>h*1{0x})gy+;8xC-(*t! zUcqG#m8HKc4#Ekc2gNVf!_?MKsI2-CM?V_IOix9^;gb$DJ83SIT`LpjHFtLY=3Uf% z{F!5^W^AufKCCy2!<*}_VBH5j3VApXJp|56adtMO+)?H|KTo9Cn{$~~h!Vcd9L)Ok zukur-?g#mmL)h*1t0?IgkG?G&1t)3XlW*#{RdWEf`53~Yr)Hq(q0fe=2Cz+Ihp@M? zp5jIK_3*(#HKMjh; zgwW2qX-xmD1xUV|Ml*$M({~#g{8%VBWadk=6H$(!ynF)vbng;hIdulD*>0R*eUATP zZ7Ob$dV>kCkjwb;Okgx#MWbUUu`RqnbQuX`Mp}?W$__WN4igrkogzb58L!lcz6I|;GtL*8n(q1@Lt4xU#I>ckY$uaqTA@nOa z8>3#uu_p(V;mqDGG(5(fl4XXI^`mC-&D=qh9XXD(j44w7?=LH)ZgJri6TM@xV=Tctr&??$tt@k?m#6aATpU9)_cY@R!AB5h zw2Ac}4M58&rdaxCwUEuJ00Vzj@#b7vtgp$!H__4T`?DZ%^C}0nMB+Qf&7HIItmSKtWx?K+eweh#l!eYd z3_i=H*hwu(c2X$;7VLX1njJC_{?1#(CSPzT&Bl6M5*H;fH1}Y4R;Q5l8cl8aiQJ8) zwftD&v*vHmNEZ3I5Ds-;0!O8<7?hoXrY+KJae6yA6>Z178RO`1X%gfLd#t@e&iR3) z3Jv%0$&{NEHy}860UJQrBk%j!&`-~ENV=<_09=0C& z57H`*p>cRRH*sntQ&~F;2j&Z%0B3bJ+TaSmaZnoU9WsxeI3?h|#{n#4^EQxVr@2M- zQE*;zB}?30i{E^F*)Q=qDAjW#>Eu`NZe$`HP!Q2TlU@vfEpXAilFNT9^c@yVW9KBi znO}w$cliBr&O+G~M;{u+JdFQ<#P4`Yl4;;ySzpHsC7zV}F__&ojYh?QwcPmI?o@Rw z9d^nqL#$~H%p3d}9Ijo&mh&ob&;6Uz;^zC{BOXPYjpK3tmAAOtmdASakKDG5N*EL; zLvtc8bB_JC?8I^*XjXd+=PsBx|vToRCuiz4qr{1u;@GYN#9w+^2w=Gwf+zX(CE^M}m562IM=w;kFN1$f}q5 zve6669VM!+fR^=Je)z3joP*;4x?eJhoL|1?2Hw*|k4v}k&W4S`9k&8U{8C~wAC4r& zSxwNhJrsw|2!ZP!fBE6_>bN+a8g6T^6x)3%6IN9!fwH_N%k5R9_{@9wX^S(IlnfH? zL7EisD;G!nYlICW&I$a@zi?r6G|N%2$7#NLIA%x@{5o?T0!j-oZ-Qg^yfH|pA4r1`>SBfBnXY3F1U;`aOX93?oszLZgWyAFVz%{4~uuF<29}BrqDQHf~4wS@2u=kW2Ob2?_lodYF}fqjq@Hw5uIB z|Knm98IT9_Y+vG_$PR3^T7%yohr@v_d!Y2G4|iR7o2Lyo1&LF#tVTBp76y+*-~YD5 z=a@raV5tILg;PPIF;47swvrF{P=~jFUWF?{*28VP1y|YJ4w>Q4;p_(uh)PbuguDN6 zPKyR*R_W5v1u3|N~p-l8;Ne^h|Q*PDgC z-E2Nf#f|ss9>M~S^y95*U7+G_&sMfAp_Xep6mrOwZJOtTY3u-0A0$5RSr%-Rm7tOC zW9Y~qd!}gIfsRevVN9Mj{palo8fA9)NB#hOQ2xtZS}e&KuB*VbtbugtNFi8Mdr<0) zH*n(CG-`kg(Ac$`+dE&FU1hEDq>3TT9;AsCeGRZ+^K?9y`$wda;lhfpCg9Tl+^F_M zDHtRv@^2jTxtki(iQ66vw0|i)@7RcFQi2A~J>0g?P>^~1LGa2bvGDLQXsa2**VPXp z!vz=l7QwZq+qw}}-zmmjB*SV_;=wmVib)I3^|_D7Q~A27jtA9;kayW_Z2lX@Ov4X} zQqp&$@6K)*`_EYDLhi;gsS?n?953*@ZlL2`9nvc-0JD<%=PzmQ*( z&_!IRcLeWiIgp!_JO%w8LVRB@_={_CjZ_K$QBLqu?To|P#h19cA2t|q(FjItQ~-yj z4lo|BNe(7cX}IS=+Tdgi@0C+=<0vKioommR3OD0*WfQ>9JRL3>n)1cF;=xYM73s)B z`1MDgt!NJ>{$6HP?9XakU1}h3N}aeh?E7#;;0&r-l2{V^DN!khf(AH(PXHJad658pp(LaRXw*Zg%h zbJreB$I=S8(Sba_;MXkr@Ey=^fe(+>^H#o=toF`s^y?kYw5NZPkhDR*x3pvvKlRwxtn1ox9GveTs+ndmi+l^(5@()2qz(%E11+ zwlsQM5x!%cXlGsp@06NhTZA(4b`!|I%7iWsmjnuK#kiAiVTRzHO^sDyu7dk1xB3*G zaO>m?Hm$(Np7-%ivaG-c)P_GF^l6^cS|%$n{$$o{fmC7d=Y5UgEO`a0wLJ{+a%1Ue zZz7kNFL;(Bm7xFZ7-GL9@zG=nfJ@8R_LvOVaoCO4Ti)TFmu!U`*Z_eRjd1a-8T}cR z08ueVK+IK&W4~CkwSiA?*Xv8Ldeuo-H18u=mRaEE8>hv4T|HZ^Kx)@mic;vnS7JFLIf2>GtVgbYoM~LVB6WC)VZ}5lzBb>K)ZYku;No>O zTA~so=60i(r3KxW^Q8ZJZejk_P3W>d9Zssph<4tWr#)?fRBm(h=l)`X3f+37Ol`$58pnbhPp=hbK8tz(R1a{_gOAyx|+UWvkuT0EH)5WpEIq z##mz1{4D-=4#9>Ohw*gs65MX2K#BXjz@YarKhr1C_sxn zxHc6ZE?5U6=Gejt+q-$+zD>~!)5#(oBRCfKgOuBFpje{s{;Hg z^umQX?yhJlS-l9x|DLX<`4^AkgWq}l)8^x%RWjYEd{~3;uD7FKKBZV#5dv2p`IDqq zp6J#2<#aINCD+h8i7xcdCmD@0^y?`B=VoQ@kc$WGu)l^f&RVRmQ=J?awBUh)SqEP=O-Uu(6!NSS zNoI*874_TMfI0qilQ-- zcrStCm8G1>`wU-maU=aO_v7nwjHw{81rvNEY2yty@_i!9Jq;Fv)3`7)j!CF`y4sbF z^(-T?!G7+V+$ntceFaUB>xDJ?foK$>O+kH*F!^viCOI5Kk4clM;^rxFpl1iXoVOZT zb}e*8pGA$l0KPBXkGd?@(VhI2VBL8H{hI#3vd~n~Rk16W@&+WC*vij0)e~ph#e!m} zGfguV7%=-ba6&v6oi9tUzm3nxP~m&d&`OU2tbfEBn%ldW(k znK0E>;OofIbotw;+^ma{7vJzM^TWtN-HCP`tHkk3H$u!oXOR*&8s_%OllSCw{)lEU zeShrBHQ)FTWj6>u;6erJKNUttzv|M{wR=%ZLW$PglYqP0e^IMQ;GLEG5Z!sq=kjv2 zy}*PPJbBxi3)VXkJB5$!Gf`_=LH4ckC0_;bp%A0;pK$vOrP-8m zrb5SRIOq4i03!rGfmG&pObi~v87WO_=WCZr_VyN`jJS==XaA4f0AxjEyjWG>(Qw1F!?Ulz?)JrBvpN?D(rSA*B-cz z5~dT?J{v(zX@_u~S1iRO?4r9nPSe1^@2C^I0*mJw(1uk5#J>z@5eWI62Q@o|4r(k( zlq6Ba}g4#~~_~ zJxQIxUD%@=%~upGptx;$wNm$77(BgoK=&@VEc>M?peH!XY4d z>sagHB^#GmkD1~sDKT%J%?(dlz10CV%`?FFvKF~)YUB?s5g5V|necaiIppZ(@Z}MA zfu?xE7nLMD(&UF+@d&C~Hx8B63&pwR8_~qeo147rH#|x=V`iV-*t4&VobR(i(6a0W zs@D%-s*r`xi%sd!e@}3<%{Uq(;fwoLE`p%_?U*@zIF1+Fi+7i=0yl91y2KAIWjcqUOl*cSq4@M71_4^Ct&Da9cnevVt=;gpmSOnh8{eR_KJouy+?<} zj*14$Bg0r#<#=42XTUUD9-?xwE7v!`5LZ76!;c9%Y=dSsH}rcA7rS2tZvD83{%Q9i z%-)WUt1aW*R&HQEWggrx^+Zt?r%f+=ENEY(z+G81hkY+S4Po+Lq>D$1}ura|malm-(qTh_jPIL+Ia$~<0Z!@622`rt=eAtd1c_~fsd}OrbA5)u9^Qlgs!`M!GLr0q^Wcy$OGPp*s(vi=by9Tj z^<_13t`jo$y~cPWo*?Z^53UH1X2;vcu^KZo=3jdhzP&ww3y&n=g`NTIt^F|ElG((q z=^Dpob&sV?k)oGhR>5KyX`0Y%ew|#}|Ik{l`@iG3KI+~`|N(np<1otmzQL?rh|I>JcKimhB zyp3SkKuDaKaAx-`bD4 z0sltOq?rS$wN90#34GvXow*S0^91`pjTG*CLNDfsKE4@qiGOVP7iTpHEax%L@uO1| zXrJqa98W8%7;H;M!}`!B_!<9PwHYcFF2JiX=@{1W1zuRHGIpE5dG$zk$w8lH@1gK6`kQ0U*E&J-sFrWyZLJ-%lk8ot=n6N19FeU%C=TG zI7~$Kb4*E5a6YY#Z*;10EM~v7 zuLnR?Lo%o=C_;DLF33+k4&rAMsQ!B)MaG%U! zQUE_ua}vKbqQ6SLX`tA3vMeW_7sGG%*v^g22zP3F^Im+d`~Y{`XEImsJ4)yu+lsbN z(coTtjpUxzOG1ZsI+PV(5PM>M)p$-1e`sq#L1U%kM*m__iif}ByTRi@+Il1;9X%#m zRb|DQ)yvy2lvbdO>_y;fG#nFlwxH2RRjTvqh1zx__vb27) z9DSDR!X#l<-8r`vf~V=zTOSS7*33Y6&Cd{NBI1{FH*rj#;N@~1M7M_~V79p-EuOZV zpEGhgY_-&8%b4K0D(FVz_Hpd}gFbH2>>t>ml?Pf2t=Qh?aGZ5-JFj)ooQ6C1q1F^% zFxz+=e{nxx`U_3^&Hv<;ss}NzKR>YI>}c{+(idFK@)S)Ce7Q)DLT3)6ZEN46-Bk&} zD>N2DVK(n)79es;DZ)hpFIrML4@xH(Iel@668ZUtGxs!mDk$H^{)qE%$Dql~EBp%l z^Kb&qiNnz@vIve1j=-0-W$>X~imh|a!tv`KE1oAKE&L|~tu z`jmx%XYxSypaS)668P-}%OUI6QBHf(ZrpGu5B;VF;8!zww#nu#&e|;tcCX&Rm7jp` zFSzm&h89kHHtyw&gniDT)?FMuSEZq^$Iz9NoxH{~6+9XuL7hT(Y*yzsda|+rt+OA% z#$n-TeAbP=v;!980N$x6(HV%H=LLuO|2jJpu$sQ_|KHL) zPnsiCDwQTw_pB`>LnQN12t_C|WmYPoqQR6@DkLG%Al<#TWU9zeW}#1JQpr??{I~Dt zJA8be|L=Lezu)QE-P?1|I_GrGKKtCg)_c9yp?EgJc`|V?52i!n-$~Lhj)fswoNJa| zj0+F?i9!VP?LYYk663Ubg z>!H`~4D20tP@Hroij1}W2AMPga}n6$TS`K=slG7E@r6XYZX=z*ne30ZeLz)@a<26o zj0HRI3K6{;+!|hOpr4OuvGQ4Ss%0q zOVpSCM1S<|MUJGWqWds+3@x@40u|rky1v_B?>v1{_B;}ry4&H^SS6HN;J|86sj=vA zPrP=r5^82z68kSB>Am-{bVJb>c=ePslhRF5rS`LAQ=2!-GX&+~)Q2q4n?UUE%b>wB367#^L|t%q%P$V+ai1?RaoK6OeQY)Jy=+Tv_nE=AY?WtY zqI=W2m44_dYL{$FYKLa!TH(Sod)BbVi%DxuWVeq6fOJAKUa&S7I)b==4QA64&dRNw zx(!sW1(Lw&Utq&bH&l+{Y(?kY_@Ks87?-OK6$PiEs6LBs+}xkN4jc#{V|_p^qy(y? zUcvFTYV2Cfd`J!Y4sTbECdKKqSboJFJem{*Ci*kz;pg5&B#a{6LN*IOtrKz3$830{ zR*#1ZWtn}vtN6^29yn#GHMv#yjIIc{0oi+#;Dz=InmWS}{g$7F)iRNg)pHZdzN^Ps zZ+D=|IXRNb^Dc&@ccq`-UWDP9d9?Mo6}>bp4HrR|w zz3fBYHyaUEn`{j3YsgZT)d{B4d%^cTgK+xT9Bhc5CiqRN$HEd`qJWQIF6R#j6*|eV zP1k^k68|Wx3=V@1Hz|^r-H2^{-b0RgJFFQJi(A*Jl3m{pVbq0V*pD+?E!qx4L%t7H z>r`Xjk=NkkWd~lj^d7p;xhsjfEKN2%NdftlIT-QzOWDq*aJ2i<3|g;`z>8{mmbGLO ztm+fSB*tH`pS>5{+M~uwJiY0PvmJ0YaRv6V9u3iEhf&POj5YRAtmg-41yEM@yip<>An zXwZEp9GGlQvNZHaxK}kE$W$ctQa#!FEj6fiB^gAQPKfu8Hzs%H-35PlLmXgaOWa>e zF`f5vP^mi)V52JOW9&d2;|k#F7`QEfeJ!>lp7V6!Zm<&>y6Gx7Z3`#bhkBuU)>Lx-wKg%S zTp`4Co8UHR6!&eFbN<=e1@P4&2anC!jm8@uLsA~YdPRNaFfb837QKeVv#(LZxSh(W zYqC=^$6Lwd72|3N9Q9x?>s=~G#|zjQLluV{ex+p z&n?MzZFN#)-5+Cz^n;6y#V}tggw4;HPi}r2#|k|Ph49hg)c3<%471ZC4VQv2dEpcM z!k_g+6h^b1i=RNqv+*pub~$T{k0dr;cjyeU8;gxpV-s&*glJ1YGP1IhzKiDbK1~ZI zs$NB-B1&Mfyb+o1VvF7D9`gE|m2k&(2jqI{5!r7EWb{-mvc=CGMCUwV=Lk2@cxTQQ zyCYf@eS=T6y^F1M3WeP9b(EMJEDrCa!9#GbkS z=tja`eS%G5&PCVfy1Y3pyl#yx(Up6MaeDg9x=NQd%<+Tr!RP3@r}fy^%#di!P-3p1 zJt0hMEOgxAxvddE)^Yufd-M!g5()+u6rmwROo?u|jcyvN|A zsl=x9|7p><8(^y`Ptv}1a6c92!`t_z#Ty2&52{0OpP@4u-+v*_4pAeE$4tbUU)N>* z9UOA9L+I_m*;zMBz&FvDy)q%Gx!+*}&*SOnJc1s)CY1VGJ5ts& z1YM$5LTT|3^p9MQx^E(QY^XO`{;dzX-AV&ek;HT9Uebfw8c?t^6hhK^kg&Whs4Xay z8zM2)so4&#=e1bLxDPNkQJ;u%Eg@i;3w}SG1ldn!u{*}2nAg_vM7%AErHmF~;lRCU zX%)=6PaT0Hg}uV07bTeWaWs2qHG(;|?|`olKjOfy_dq$;oh|;l3Cr);3C3gR5U2aY z$^4ZfmVMx-o35%c)IA%8Pe*RTj;FUIO@o}UH)pCxDa(=Mp)R;(ls1-B7K7TDX7Dz- z0Hx`D(b>ct{O+wp3Fk#x9H{}vX}#Fz2b{ZA=s+qn2f?CUoR|E^E6~s|5)OKD2DVfN zgv6;3JFkP_S*FJF_4j~U&=XYBv0@>Kh1hc`1KB>xB;fo+&Tf7TCrWKt{m25mnsg0& zUol`0wHndJU5fqTp~uQc)d`!==3=IEi@5UfOPVP?OlVzb#zI%=u&|@O*x--fAfo=P zIA6<%A>pH>pM5zK|jT3U<&svxDX(*FyPjfY!J$A#>L$fo?ZpHgcn3 zWZ!5=^?L%J3yuP48It?U%dvHTi16H7mdy+@A|hvbdT5a`TXW(Kv|i2=E)@IVptc_5 z>v6{8mW6mQc@=8>aY*QQRE1UUFosCWzRao@*Y;hiLt7pjobb#XYE||_yRrl3#7sre z{1sx)Gg|D~jXtbx!yB{^cVUTeRd6um$7>};zBW8Y=|xrWlCvjG?G3QjFc@9B^kMd= zd}!j}c=S8nAG$hOu-4cukTG>e{~eF%fZ9GpYePENmdLUFZ#d;s<}i#qlMZgH z^jWvCFL$pAm2{Sd zE*T?y@jD|4?Isq>rT>9P^CuDV@GOo|4rEL6beT$*$wFjMFs~mUCC-Uk&d%jbrIBBc z!!g~1c+@&YDEB-8N*ia9hKGUBp8MPt{cZCkb5?G|Q`$Dn+0hot*W9GBrcOAw!kKsnwtLQ1`08?= z$H5fXti47g;U@Rr&)vegqjNDa-j4P-tk0hN_h3F%l{8tr8b8IElE%}wfKD8N2Ll{g zQzU;@?^;eXn$F^oN>kz)+X(kh#d1BMA=#zO^;i13thpu^2CLSCv%MZ(P*cLXLw(u3 ziY2gfSP2abQ{*}iBlh5P35?iq70vyW%c>oQk)bnw3X<;WP`x;mEE(pIzMtwt}(qEb__QnHX^Hse<-4w7Pp!=sn*ITY3+J zju&qssGkhjI(nem%%gDF`yqym@5Z)V@1P9dTya2`b%Cc4y;g&Hto6a&HZNhCodoQ5OS9BD*Fklk6P?g(!M_9gk`0qvpi`?^ zC^`Q|Xw!ZSjzRauYqdXuNpKcnv%bE!|M*X?u;)=dx`zmkNI@^mFD@taME?a zS?urQM)EgT3NMF7k#+e;aOAWzIApRd$?p3e+Z-HO!~9NOE9)x6WMo0stu}PAQ(@n? z1i@~LcUXI-5?rLr@a2wVOzbX=Cw;X^0NzJaDP`80#{HS`DG%prJj>^1KCEQ5O|wU_O68As!edgG9NHfX1E8D@-CBCDLY(lOuDar-nS z_UiBr9QEij?%)gp(N&K#)myJǑ&)qE;RQM8AEs)f*|_7r@^7NKaJF@Bh4#0=~r zQRv;B6=<%d+4mk`8}}#q&axskjlD?aN-AW#mV))$*N|D>DK71&0j8zg_cBL=eX`de z`Q7B0+vX`a?YJ(BTz3a;2RIY`%uO`qR~Ob?)QWz54BB2~#2l=4 zpm=U7s$7qQdG=jNLDNa0vN;Jdd|#qamxkYrtyo=z6}gv?Dg*?1;-b0ctl^YA#AZ9N z$SEJ7+chhe+i3_|IhxDBDNZv%U1tkjzs8>Hr>M~NoGOXS zd5V!;Wr^%(u2qmb1xq(56N^VBycUHe%uYy6L?FPdcls96gim2J?Q#V6Dwa zHf_xajM4Oy9E>mkTbly>mbr;Zo*I+0g9ouMKh6s3+E?)Dw<9oVwJ{vjU5_VhxsJMC zg0uU`p=YE!EEzG3+1k!#l`(R>UTHDfM(-s*B6i|*op_1+u1{P8o`gF0hGWdqBhWC* z0!z(~(n3jhBGA{fZR^2Ws$`sxk?e;;g|1j_ktAGnisfE(9LcA}f7V z+0uSRIDS(vGH{$KNi*6CzU~I>@#jk*(r}?hJ(by!YpSFo{R>)3Hwm?aF7o_717c-- znvaczbaUAd;lMmzf294Gq-zSoRtq^?{{9avDjmf(mpie62NcNgF($O<-e7iobO5{F zV<;KiZy>C8wPFD)qG@o)LA-PGCKOLoVUwRN6RH>Zv3H-eu}5S&Bta$E2};ng-GLMg z?!@ZqpTg5s%53sAg3o$9#@1q83<=|Lq($~DAw-^7-#-JF`W3;93FXi~tOC+wjfrvB z7)Z;~MZ$Z69_5{Zpf1?>A?%u}YpC)=NWwuLzoPFcvmEsD#K=6BeO!Q3(2x zM}P9T$c<~G;mC$;^eCH)r}MOl{=i9iaE~0!o6?O$f9K=Zh!EP!<1=45!@>SqG>Ag4 zyOe|%!o+~jcxiMN^a)GHoRT+?CNE&$UOL3TCP>iX8u&70MHVD;OE{eNr#xcAMHN7?J#wO)zv)6XY$k6tgdPX_%cL%-NcV)Wa9I zsC5b>cLl-H39=+&i!C`ONrvgXkL=7@Ps+hee8WUa9BrY-^wsTA)>D-Qy)!5Kwkwej z{CQu~_6jnt7YY`fXQ$@pLWZ5|1b?G9P*YQi#XLW&GfagjaXrPwYt0bb|0vv0GC)tO zg%D(wj?WA%ab;s4BDLlgE?lO|jC!4->bp*Z@_jyEF|U9Mor7+@r&bBJ!Oak~`Vx;R z2GWxKMr>!B2FYzS$M($gc+{a*_`qu#jT@*$XY%Ldy>n7*cw9fwUi62s?++C+Ymyc@ zbZQM&$e$3d3Yw(mv?)$oUyXei+`*A$1`vPs8~%~W*@~MLS%u64aNV0B_8rgwA(pG4 z-(2p~um4J&n!bZeV>FTp#zeDuAlsrmoFo`q!bATv7_DdxlZsxz2KDn`x>E&K9gfE- zxwElbKo|DpodXffmB8nvF%0N-6GNt|vMK%ZXxZyBFppOtqHo)1ta=KR{^+D5+b7`< z9$!(JWDi%097uVR14}#=D3I2bxXeL?tXW+QmAl^yJ(v6e#SiXa;(fpjb{aOWufy;N6xnX8QqU-wDX52U#mGgRIkiKMiR2UL z_Si$1Mtl52KXBgA@4Lv9%LRD*uk{0tf9eO6-@Kyxr=aBPtW3$2%I<9O{yq4nrz6hW zxCi&SrqGGt>Tq@M_vM zY8ax(G&_t~zUxF>RVTsXPsU^n=UP9Q@evhN(r}f13Z0eQhzW%}E~}qQH7>T|*#X+L zeTfeWQHsn+@gTlvJcPT?=(1H8A7Pp%KgU@N-KrGC9j%-t*7TN+nAwNMziPpg3-;iF zRBaZMZO4A;FW$6#aS%!I^T*qNeg2&OJby7wzTj7*0Hzst%bG*0A!3eL;;gk7S7~=} zK6@$m#njO0c8$>gwhVMS)x*YbslvR>T3Wa02(HY~hWx>W!aLpl!pR<}F&rP7n<9N5CuxyxbS+qFNEpa8r>Q>5(=UWn?ozl)p`!8oF0(Z_t$%xpY#|vUJH;w^GpW?Isx> zKOcnHYrH1ddR!oX60X+o7n;|;!rb$X6895_fb5Ht{Ho_6tpARtaDuL#*?{C`yx=j{ z77GSVrOK8`^m@$-$&fK~#9@ltF|FrJ(A06jf)VQQ-gkz$<@^_jU3-}x>wA*AU!N*5 zy7HV_$Iphf0T$R&eoHddQ;A&&StkyCTTZ<_KjO?>BXQ6TdyJ*Gp>t{?M8tfRWZH%b znZ_cR7r#w%Vo91<$Lc3-?f!wXn!Ql4b*vzE*@)RW5!ha|9`k+PWc4{v)z2>T%Qz76ZbqFx1EkjHkqde9zO8g%W9DCeQH?@TkCq zKxt?d`U_j8*MLT;BQ0I-jXFA)A$#0gEC{I-cFj#f1>H|HG;=gvGVu&%=xxW7nNn_7 zdWorN#ZAFP^?=)Vt(&kaVxQpuaGelj_(JIY^$tcn>nt-7=`cCXb{GyWG&|}YhF*6T z-iWjyo#*I27_b2EZQ4VH_0I6?{+YICUWTX(zkhi9ukRn{KkuJg9vXCE^+e%Q$u{BF zwvNx3d|8EW>R0=px1}m_{ihZxEO6Jq~Ang0w_j7e{aCLR)=i=(*>gwdu z&(UFki;Ii1i?fr1V?XD9{RZ@NaUAgLDBUOax@pOe@K^KklKOS9|5l2Pkb4?%oGZtE zHML(K{I>i@H)a>QF!=Abo8YN|9AE!eQ~%BG2jAMCwzF3+4_v%7AaLp5jsGfM`*qR& zvrLlxm+?Q&mi^x?|N7Ya-SS2kso$h-f4BVWfc?9rhS_hHj(@lOYghf<(#QNaOQ*kE z{el^WDE*P5;r0M51=SyE zF*E;oanler5qjRD#5k*^QL|%W6KBkhoiWcQUSd|_f`nPIRx=hS&YrhOenvu6#NyfW zB4;E<&0n-2Va5_W`FKfF(-0Za$%{n443CM5m-_b<`LXjBgeM04dr&@JIz(Lb8=Lrk zA^k+3vld5&yV}Id_=t^2jF+9{E#{r~X|J62PcKD+I z(pBp}69@byYKw@D-pT3l1HHx5<8}U}4N8pH^^YI?KWP8Tr}v*}L;li+PV!0qOVj^{ zX7DdAt>|cG&|7BVv#t-+8xBOqse`K_c zxBAaa>%UAJ5!2{jrtQB>yMLMXiSZ8p@s9sP>wl$m`p?7>e~Hc_qSHUu(B&VkUH_#C z65~1lc=#W*f91pfOmq87a~EC1zqFD6&^-R7jY^Ck?H@lTL{4;nqi6k>Eys`jzns5D zXdCbO-;Hpb_sqoj@&DMM5$_*siJ$oY(Cp&<{yS}w zw`5|x|6f{qe84}F1^!E#oERVEA0NDUReZ=_>1M=5C5Hdwv+<#St$m7Vh)8C!_^GSn zr~UoAB~b~BMBW-d-CKN7h{*f@dS`sts`wePe-BCgRWW|%s`&7~2No}iu=4Ykk-c~5 zo8@asF|mK%e*fRNp&~Zuzv4zjQexDCe*(f-j{*NHaQs&snKwHzabDCv^mKSW@E;HU z=l%buD~h@Qx2R-oGuDIq|Dpd!r25Za?R}3zK+zevAN__p^V=ZK;3MsSDML02L)q{Z z<=l_sJ7IAt$1-|WqnxQK&W=dMCF*Xd6CaP6tG~j#Hy)pCpu^N9osDk(7A|d+E zIy6!=r)cGT>KpP3lszuuleP|$QPW{1+rN;}=3*!cJO(;f<(SWoJzUw8yZm#dH1N4{ z9X35MVgc6C6v<@RD>GB<_a_B{xi;{1c?vmQvtd(W4ElZ*!($7aA&9G?4J9d1DsM?9)3l zrltNA+?IM`fk6aYaIX&%ijDEa=XCfq%87dWl;AG*prkNavZoqa65h?#y%MbvD1Y7{AqPC zbc-HzxA~G+mn;5=(4lkjIsBoU>a4fU3R8AW#BPyInd?i^iA}#o_%CE+q~d^6#y3HC zpFMiWXy6lg2csNrK^DB`_A9jUC;DXB)(JkCBJBxV-d%$gD|2A;0bSH|8p%0LQgQjZ z#tEO*x5G8vcesDYP+Fd&#NNy*q>JSz=;>Z>x)#i_eHlL?+%A_ClZIk_ypCI=oiw*} zoCkZfR@Zg+Dh>8I-vNBCnWDh9fGTd@BgIrTW;)ZKQ&>I-cL(gJI%h-7<81NJn^h?5 zuLvU&&eD&$TIi#fh@Zo+P;QGVnUA{C`mGqI|0w5bP4c~mS z!`CA=prdp=IVdPf6Y%t%1-Q}-QC{vaM)Z#*^TbP3mZ-yYwi~dx z5n(J#;v3jM+D>6lL@}sm5{)hS0=sU`!g;f$F;B;gIo_8;1?w^Bzh?&|T;TA<sMt0cW=zZEA`9JF<@CwybFMqPeQgbMlBT!$@AGu6Y{jt42mvyde^IkQ!9 zlkwuJEkdUSryy_OB<^KUFC=f7hM_G{*u2CLugl)zEquQb;KcOQ|#CvsK9dm#6u zkEh(AJpN4kXXsUTM~Td2{9S#Ii&0O;ms909&e|Hi)N^o^MSs+c+<^{6K7sm6w0d(EkB=%Csj4KR`_ zf%}nGEMST++g!LGrp`GHZ$>_$0jVdc?b`(QBg2k8UKY!JvKj;PE;&GV)d03JREZn7 zbT07$#N4;PEu0S-f{Bw0;dlwMO0{L|r{5j2k1K}C?1kh%CWA%e zLr5td1D?+N;a+1NX7oRRnjcHB|M6A`P3nX}8aLr{lM24F+C(Q`EoM@eCqZzS9ox2V z4V$t$kBw2cgsTY|Y`)ETkp5!DX0Oeol9_(6EJ2=qvA+&q8G|RG_AJz33Iw#o@J7GS z@vS4&(e}k$NILFMu?HlDhc!d7^}$H=a>xW;{tjuVr-S|UZFJHn03Qap(8tAwATRI~ zWYY-mGN7VUD_%!EXP%d6(vel0o} zY2HX0!PlrsQyS(TKSdYL{~+ByRkzJ+AJL^#HMIEADC*JkVby;OSn0w%+PhJeEjPKq z&x}6|=~YA7_RSJlTs(zd31!JVJPQ;jMPQ!RMq%0Sll;_|B{cHamb&H33aE1Ja12@S z1-{Fjq!ANhaD#*mich^y8Vb@vFKJEO=;02PgDOEkY&~o=H3##ZX6)%bFG@%m2stsO z(4=$^4%!{22HP9tI{mdUJ=)N1{4P6otSX0F`*|W;mb?uXj5I)#-Ko(1@fyq>#(~+l z3TTl2%AOBdM-jGWxb1r^st+~A&v)+7SkpM{m#Rv)Bf{u-Y!($*WMb`H4RjFY16MrG z(dWadaHTny0;bAiz@rcrCa28;WC4RF&maqHK` zxOu}i+|a9lvwthQvHjKXbzm!vRk%Q%XLXo;^8@Z|BC_qLa=G_?$M`ChT=rWqlU2s9 z<~F_($1_TrsMcSBZ9Nr+R>fg>)=3Muu3Ab$n_{r7FhvQ_rTiZpSNYJwEvxYn1S?kX zK|`F}4tdJDNj=nHvupN{n(C(d=krzINK*#O_ef)T8&U;|F<#u@)ng#+%@Sr^wTe}2 zUrO;CD|rX?4DON4dP*8BZzB}(NpB;3xL6Oh zcb)01SSz>ihASo+W>O*SfkSs(F}dL^7xCveZZ+6NH+}E%r!$pEXYp<7f7y)1apxdz zppdI@o5oyO0E>xUC(Nij1a%1{P+yiy6JG=C+5L)?;%jJ&wjoOhj-qP=){{ZM>+IY3 z&2{#dA5-V#0|J-cD(>}s1$On|Oy;oTFsJ{`pQbB%u-^SM`KlOSTCh_GEz5tx@3S}P z>FmMykbV*ka;7(`3a})%KfOG4029yr;KtvP!M>D3RD00`L)Q%Aywqotdu=Z~@Akoc zugh`4>zSw>l*$6dF4NpGLYhinD0KchN_V$s$DcDE~*J(26rLPTlHhu?3gNMkU2rs+c~zUPpy z;tudxWJk;1%CXuaAvjE0OqrY*jvH)+JEJtv@aRVLwrfTM?|X3CAeC;8h{c7jFL_^` z8ou>gIKK1<$N9?YIDLW`4ro;ZiD?0~8Ef=Wt9uK-v1mO- z^;c@(4yh_L@c~`JZRNV?v-%QQjFnR=k+aZb2E=Ok@gSqy%wRoUim-Yn`) z5sL^eW5wY}r!VC3+LP@u@vAz1iO|56XCINWs}6me-4B|_Wn8!65b1>!M!MBDzKSEYsC;t2wbw zSSnhZO!_knSM@v3Z&hx<0=Y*J@ZF2nX_yPko9AHHjCnX~@@Ntmt266$Tbb>zJ#|9{ z*puI_$K*4$mtvniq~X3TwE6rn4Ak5P<$*0Ub=hOOq?!Y{bp^1Y#~nk~KjRnb^v7q7 z6Y%7!t9ZG8DH(~@aQZL4kidNxREqN0>rs`!A5z5~+d2f_)MYVnhaP&^nV?%pFsupg z5}Hg4Cfl`gxMJ!yOmZBKJ_fo_iRvgeL>6BRT#x#rmEBIc{XsTB!fnp)O#IbXiRSx+ zH~^lbQ~GTjEq<6(R$hfGy~pWTogMQ&FU|DMwt%6cJ6*a|PTQs_uq_=Q>11&lv%f0J zL0Z~i^1+2TZdeZ`6Zz#%KI);0nc;VCE&%meb4%NKR!_`4I z=!#t)hqL)^>}}@<~Gt9YbC}YAci9XN(SuOX0`o9OztO3wurc zao{8^Jh1Q;EZlldXcRpj3zn}(3*s&QY2p`GnT&U2wtAi!hiED<|4oM zBkQ{vQ1>bs3j*};$Zi#U?9v07#SW-;K^c2izlNT#2f_G45No`+fxPSIfNR%&q3p{- zI2Zd)FzfX=*qVP4bv#o+tZNe%?F+ywMzwtPeIwdkU=9oP3Eu3!3WqMNhWsyoXta_v zXK>n{k6gN)+cP>Br@m|g3ug&>^s5U-dtDSp7`mYKu0BjvD8>fs41SiEGd7u|;Jfu( zAamMb4AVG)^RW;gm2 z*7_a9*vuyw9G3?xj<*V*9Jme2ofFxFdgaS={9)(8uC$}=~MiSYcjGL~Fv1or@O-09UI zOq+5`7%*T5#`om%rFHLlkG*Sg&gDwx<0Xw2`OCO;BW08{)2+WU>L!?*USy^FKS03h zTl8hyMcmr1j4RIh)~nWi052!x^5YQ?O97M?39t)ST7B@ zH~uv{tTUgl$W38CJ>Bu8vkPfo>k^vQzl3EMo>F-88TLwZ7d~5ciq(H?rHw@^;fa`i zedXs-csVlH?a1XWENmVElaI8Ldc?JQ1+A_8cfUS(ILHrQqzrSj-q7rp7}k%{(yVa# zrBl@6mI>KQBDm)(t=uFFMftvUGBf{m1Nv8fq=c6<>ys|2u>%aBej)9WEsV6yEg zjZ3&r?Xqgjt+btuduL$ZJPSSv#lj)Fk2o@EU^4fmGxqyVJI54!9_S#YI}Ae$ezs2I|PlZi&)SqMON@5p4tv6L5KcDxG=wp6#9Z)SB*1( zk-x0jp;@UApg9RAj!G6vcAX%7&uwt*!wNWIdIzQ!SJBB{b#_->6x&k*!RXRidVf`u zRV*6M%YISB>4_WY?v6tc_hS$ay<5*q1?9s6_f0hCPbsLpwW%+cwV-PmuY`B3#c-49 zbFwV?DVRCj8^#rIIOBK+iI1uxqc^MQr*sFUR>(s_(NL^>0^FVJL-A_y+4pdJd@3w#>VQ4{uk(jA^SBAY2WY{fm)z^`y6ji{ zBY5E)$WGtd2`$3AkR4*co;{d?i-wxD6rHzDwx7iT6v z40HU4^D=U8AvbO!a#LL3@WEuh^v4;FdjCMehs}JoRsi+C{}~pp-V7%qhO*;wdtr!= z7L8WUqRI1ao~Gdt$%tbHQ!Ny)r$1h1SZa#a*)klS|!T~Q{;e=w%`oQEERIb{O2VApRw}uV8wlHLW z>Yd$!T3>?I%7&n0%*t2oneI)z65XRo@BuD?5)Ot7tyoa<<%~wS1!m&ra%XLAU7~Tm02XutLli)+%p>LNiNRGJOrD z4DzFWdc-H&X0WYCHJReWYVL@5HcXtq9qv;(r{lH@I_^2My$h#uQ@@3hd3F$0ru0Kk z;Vb&;?E{0x#Ie^eqxnm9>4GiRrZ8h<8htn+gYD^7%x{eq*IOS+3K6~V>B2dBGVKOm zQW^tY3cb)Fr8{jpSh7g^LUCyCb|_$UicSUk=I)uZ)6L0Qyuu^Gi=*ZklrPak1{ zwmo1OtIA$C-lR(|18~@%U_9PAo}^7BnUU^uu6>{=1|G8C-Z0#wN=f!-UnQe0)+LTo?s{Pe}#%Y>Yc@^9x`K6{0o%wR7mCdYA$? zPK6NZ`B+`V;MxskSpRJ;eb-l`SS@{4>N}nB6+!5Fu8iwQ>K4kJIK=IhY9KDqh<@oC zzzyyLjJ};sE7byFbm}8P>V`THI}$|&?r-^_=MTb>Wt9RgEhTv8zMVe;&D@B?LOA2x z0e7}4lfQ-yS{-@G>8_i^b#E8PB`dyw>5UG`^`4B{G5fj2bt#muJ`F93hf+nh0+yxz zhLGo?bxv?KJ*&=SJJpNnU84;fFj|GWmc|MKe-6eKXLA8}w!!$4M_{IXpN1>Avk5kh zd~c2s?$Y{Erx`awSa>0aM8#;Wnc~{7{FW*!mLIc^9lBf&r|k{U$T^-Zl?fuL3H#`-g6Q7=8ctV=&bqz} zogs<=AHg9^MHGvd(DCbj7#G-0SLc?2Y_v5NOkF}B$8Y0TC=O@WZ1Si#)e#F`YeSW* z3=V-RI&nLYUUlA~qhUSp^|=eXwB|T`n54p2{=NV%@6>U?g12x#X&=Nm_oCZmZx(OM zq1#`xED(xEn}@m`ZPO`m}i!=|$t&$ePo&prs5fDnJnfZ4ATcm1q017~f2NC*8! z!$v_Qd%tEs9O*g9iLLJ9dwX`##4ShAYd9LmA zG*mWs#g^9_`C6)_s=P~Zm@{M^Q3hD7c?Vj}T(I)bbY>R2oNX($M>F%0_-2Le8{NwA~<8})SwjaxWp9*1bWNLBRfs0J%X*V}$z7)N1J4?Icm1xjQ38s8u7q6oD zo@ehFwDWz`{^S)!NNnUfQ$}OOKy~atU@+V8=u#~&>hEQrk^{r&PP&$Gke&sN#8)dr z*w$-*_`3!7;LcAM;o2^3Ci_(!!$M+7X>JyK{QLo{**l884vwYxeYt3<#P~Cp6XAB7 z7|VEm8GbZaV{^k*t|l5;W^);>l?=ih7{)GzouZ`&`-y6Z4Iq9`9F4E-VIA5#anT_= zrZ2u5M%T4-6TdVGWv{qk-o#bx`WZQlOtHid!$z~>whyE(ZA!AHDy%;5lTbls3ni|X zWZ6X%DKfl^lU6wa?M2!!`ulO%tS^DWvMj#6;1$hWafKXKoutj*&(^S@5|uhP}`j0N30{!hnG(5Gks|4byHE_WS-GVy;&} zq})wm+4w7T#B>GQs&7wn;R=+0X)VlcN~WQ2w?ci{b*MLa$3Kb5Bks=;y1nf?EqN&F zv1w_tWLCqKSS0hygZ5L%&2|{5X~tT)MD9!5Ey|ucOnA>M4Tc#x!F7oS+B#kjJ`PM0 zOc(X+F5g*4}ZSNma)g%`W`shMy1{0IJwaKegSM|6Ch!hCO> zWoPR*(97akSbFiGD5o34G?o-Y`H^wlqlXz7cxE-MYL!H-V=MWOFD3D1gAOb=tH2il zqTKAw1qi==3|>#4gsqc3SpV3i@T2)425IzzNX>NSQz1sT*X)5s3$<9d1V?Ln)`0K3 zA@sxi8viySlM=U$#4k6$Q|4ZMytT<13j2@3Nj4Kv&D)cCoC;(=dmoXmdk!p`*-67edq!I~fGFmC@Yl#09pPKq&LuPMj2UT@)#CY3??XtnwS8DsFZyXYwm-jGVVag4ul zx{}|WI1qxoO_wQ1H-pTATUfbEh zH#EP1hli4xAU+9q^H-70nNk1JD-*USg}V7m>|$qMp8#Hgp~APNY@Y5|W-i~vj1GRq zt?KJ&hkY+qd|QoQBk!^PUq|5i_{+T8Eo&Ay-2;k_r7=rE8yL^?V9)YbQPd=5Hs-Y> zY}~5_t|}^Q$ww)6#Qu$Nx#-%z@eT#g`8u#;*am95-o)1#pQqJ79+CK(O{5g7&u2Tl z26xK=%oSH~=H_bPI6jY(SLd)3b*`wE9gh=l21Ai;5s0rm1<^N!+#^wr8P%P^mJAhD zs2aD?4u+bxGae(JKoTtg`t8cs*%F4Uk{MM%2qhEFqkIh>(b4iu2`Vi z3Aflb+7R}ejDs?$?4~+2=r=>=*>FL-tZu6WTZDf|dE^B?zPuV9?2tp5XAQJSX_Ro@BssXPD#h(trq5muJw_hvHzf}c z<$DexZ07xe?4$B9)=>8zGAfL)e9a(?S{^|w%zl%#_7uLRK(w}TPUFUX*-itetR<&a zPw2a6e^i?@5glIYvHEF;Xo7^M+wn*hw@HP2V6c5PW`5EoQL=BTalmDL6n(hcQT-2Ov)bn=&qo6{*td=WB|9lkgcK3QqN}7udUZ8Q&xqIh+(krum|`}&!Tn*SN7-5 zXMU}yCuE|j$L=IXGI7;3?pT@3Fnn_A>GPvW-Tu`)0#<{X)WDzX|3O6(<)J2@4_c99W z+)Al4k=#FYkd&keEX$Q=S!u6%@$YstR@CF1h-oIIn5WHf_@fM}HM`ZkOb@^jWbbb7nHPSJR>LfC;|3 zFb^ua#hG-NH%5QSfW5pc7QJqP9U-}NQ2ZRd-Le;B->zf+(azZ5H-cUE?oatWW7zHL zV!q&~E?%!L6$IanU>{xILFAO{V02;!hnKaOLGl3#{b&vr$Fezp2N^bervZ1r(17jY zyGT1tz`?~2+{Y#FVN~T;I=Jox^hzf})0=v_DdkUd+ZRxs(j&OAWE^=~$<+T`f0b_T z?u8k@57zaMiDf2ZtRO4+7@zBXlHLw8Wly(TLhPB1bneql()Dm;OOH&&U*jeSw#{7( z)0QdWqwHgJ%DRHazi`2Dw+IyENZ=|-2iR7&oWe8;=)m%K+^~Ba$m+^y6g&Qqk6wG1 zkJ+t*Bi)R#`l$dfI2AC1k#;a{z&bkjf`Q?6aR@B3L7R6T7&>GF^a&JLU{EQX%vQn! zXL`vdR~sj$WrEnza?bsk7L#0;K~B@G+3mJ&_$;rEMwMUrUAJz+mpdCs{2XwZUh~;V zJ)S>(Qykl_ZGsnN)40u6Kgm1nsM~`Q9k)X3+0=(|i z<$3cl{?%J(4BriBK%S)pzX#X*>sa5%FZ8U>44#XLa_r9Sn0aa?&UR5m@t8vBxuaVj zTs^d2S$8>ef7?L*2iLkOez(SaZa{sxMjEYJbwgCAb-|9Y$*$LL{f1B3Lugx%HU6~m z;F1+aVb}RwvRnU_PFFmqrhO$)vETq$9ZjKQtF^JVKvZFga-pEB=V)DlDn-lf1l^&! z;5kkWTLyYD=h=gqo9a3$x#&XGHG#N2@~a^1jV~MGwjN|RU8d7rqI_M_mP(E7*bb}X zC^tllMGaYj8&H{jn>d^uZGHsrR;Gc|C0llS-#iRA-b5omb;qRqzaa``L{eY&z(rpB*Ndk7idt7l6wFA*8vcvG!f1uCWQ`PmJTZKTd!X>0_AF4h#H!MV#>gh4fqgC`E9x>|RR~wZ0v~*Bv)!^-B6oGqM`i z7#-oxXn&=t=bgCd_WLk+vLnkk+(v6A+psBJ26U-jgG;bcVe1}O1E_nj`XeczZ>>n{ zlqG1A>J)DA#;LT;(E}Hj?x6E}Ml{IcD3#V-=AJ?~G;VnS6*q1PQRF{;9RhT;tK}}t zy9bs_#8{uo0l|+IvTS3%9UjemDojf_K^r^!_h z(TVT26KAq5jxct5CvDv2j{7V6_)=XHeL{>K+cp>Z182EbYjNy)kWPh{{P68-TQsVQqL_vCu>X@3YgKn9tj6!yavp2T#I0g;ad8Y~NcIPQB z(@vH}WT;@tAv1Pwycjh{o`ThS3G8QT6`a(#M8o$Q@CDyTu<{CTKJ-^6nMPI2f%)5j5D#~P7~bIXlZu{7bGpuR<8}gHxn)iq8w|%SeQcf4F|ZP zzLy~T;yfzUZ-aYDv5+#%JRGEoJn)VkEP5 zsKAYun*=$R2eYp`H}Mubil}*vG966$234~5xafWrD5lr)d-w<(J+KeBTG341t+|ld z_LA58okc-0E9$;!de$2`-QhB(^pI)uc&ySIL05~W^K!=2S&tUlmMKAJ&=7oFEQV`R7h&IFb^ecOIyqiG2)EbYqDfA%XlKz(ZAUa&aj+?C zKO%|ui*|xW{TjUKkV(~v%iz*ZKf$?nC3fefSUnm_;**pdb}YIGMs1Tpx&BwV54IEN zxnB$jlea>KR5Pqh8v%mVQY^Mn$lXrZ&$Sno!}DY1cup;s25mn;;Psn!h*!g-6UZJ6 z-vt}qNnw(SfpBMADb4TvNl!IO>3zmgFsSOH7nRT8$@3&`QobWwRFh6gAJ;>AP$WK3 z{|t4iW6(EwG&B5h5X8*Yaq<;K(agkZ8WT`n7h-Ugw~M*W)eKopm%9G(^)B*Et`93n+Y4fHFKe3*RrjhvuJJYJ5c%L#wP9f!i@^ggHm;$IM@gF7D~*?z>PJUeVfKwN zcv{K{)^!;(E4?6+(76F4&s-ss)s9eo{vJQo?huSQxr~-}G|}?KDspQPkikyHVUZR!J@XO7kS>u8O*HwY{PF!t3bsIaRd|K4|`wdDqPv2z!Q zsoUaX(R?4*V}vUqW+_=fyL47C|J3h(n|h7&U-tSVssMae*I#{ z#W%65&tzF%ZwlCiXwchJ11R8i8q*3K%PWdMg;hacsOb70`f0k46}wl!hJa77^tT6p z&a)aLO4K&~vbZ~J3TW+Y!@*)&5dCEL?Ui}fx{b5Tk0v(pVs|vcL4>Rf3biCKQUNGOUlixhv zo^>nyz}4rnY1H8qav$XlQ{MY=((4$6E}uXO_1<{BRhf&Pdw{pDYlHU}1em}3hA`gq z1hq}Lfc?G{!1VW5Ff!>pzc^tAuOMRuoiv8!cl{6y+&P>SUrwl+^*}IHR8k3)@x;@m z;wYt?#U`dXVtYSBCONwWLhsqIXQCOz_pdByrAiIyy7;lgIRc!ipw9}pK-e@h1;?H( zqSn=Ab+4sH@-1?osAJ&*7J4~{#*fWlx7x#CfB%hSUV94e&tHlrMyV`$#06@KB<0F zL9rACTsP$jd>bi>5bneGy8G8Br16P!s%VsI(QpUyA zjN7M={+TOLc<~tv-+IY)WIqcA!ZMKDyalb*8`-p@O0alOIr(mAfNe+ISn#{OOi+HF z#D=QZZ~gY2FF7-o#eCfkhhxI)8)Vb*wwf8c9R7fIUmL;Z^y>zP&!%KzYA86ISOQZm z_KU)@Wt zNAWiIdT}hhJ|%EkRb(9=&wn5Xiy`}T5g63vbJ>W zu>`AJqK9uHC(z+hcCh|(9R#SyQL##a@T=ls_Up!OJW-rT!}dL-=L>d&m{>T}whm$r z`xl|3fi%9lr+_tqpNYR+Km|)hxvXdgAZ_F@&O1k$qPHJf(Jscko)7wv?NqQbst{F^$ zscYz=nu5?N<^Y@sb;juDrc9?#ft}1a4#}ya+KJB?@C&%Z?Yc1-B6E&WzK;>Kr~l^P zj4Pv1IejcSDcVypuaOqpWK+$>W>AS640gZUS#HiuP=u>6WsVvO6(%D66yp~z`Xt<@ zwj5e!51~56Od9ew6Bf@1!9&cRX_vX+*A8FyNI4Zp)jEUmr>%I%GMFhG7=Yj1MlsC~ z3e=v|AV`v|phFplfjiVdej~23VO<+V`>;MirhW)K&CaKO@2`?b+-lE`p- zB$rm@SwCdRDayM1n9q7<$&HoZL276&y*ZW%%2FH2vnrMH52V4xmT+`zl0obHuFS$- zz*L?Kxg@`0n*DPtJUVHOGn3wO%i@30i~X~?jbh3eaJL+e6nV1hnKMAo-;HSx7)dLR zRlqIVQRFY$Ba*k4(WdJT_$XDLv(He(if?6{V$&a?`YRO*DL0{BGb2`iQW*vN3uzN8 zfRSp+tSwQ}b*EPn4gBg)-96?)SsP0>>X0+de^N>g#u>2IdI}q?+6*mGw%oqrP&PzH z3%Q725NbG_E!VFn-rb#(()Yo;Td%@nEp0Y7_cG0r$ztCFQ)#%RXkU`XK9W)$gd5Z^ zxvY2_LH)Gf(XBaU^g6;3E7m{c_U6L*x{JsK8FI00Mo z14zcxj%ft1!kUd1Ec@sV?(H5`a!Fi{UnGk`t<(^L29_~>WIp}ae39fQ--DS8 z0UB~;p~t+J8f}F1Vc{_L>dOhLDICTgWb461g{QRh=`Ct&z5#a=cR}^Z0VwS_0ar40 z)^FfoHmLInozZ9lY1LP7(Zm-AuQFhpOIyjU)Cvu`8x&yGL(`W%hczc-*zUWDblap5 zI-@0Vh0k36tLs?irB)6B^KH;^>QuJr%Oe)ka+#frN2?OND;<_Sp&e_+NwO!L9UzHnNs_j}gX{WiQky-|U&vQZI>j3(3xrQ1yrGk{G z|9x@c9e(F7d01R99lECXL!FDaxzW2%(w=rTc4f34n;-QJMx4F}Tgs(b&#y=*8Lz;0 zxQqJA2PScI)(yi@r6+K;xdi(8%HaF$1%i23mGIsQd-f`44OvyY3Rk2I#3y}qyzHf! zP;h?_%J8bV%p;*CJ zdi1>!Wc94R7*kXephd8rYFCuAtTN2gm3S*vwY-xXUJ6x}o#iWRr z6h177FOK>~jyGxr{nI2_mrN}=_kTeh>&v*5)<1B^B%g9z7lL?B6WD0Y;KueW5w5wA z$IbLWvWv7pOUrLCw(Km~cd6rUff8z@Zlsrb!|?OlJU%@{0pB}+rldJPU|9SFd{raE zUW}Q}p598~<6fU6ZEgcZEqMTqzK40`pVp%LvI6!$5(BB1(l(jxCqA9oKu>86TE=m5$bp*Zx&z)i{&u1&C+ZwW!gD=6| zZU?AM_{fPrE}`Y?tzmPiD!b#KO(ENZ1t02;@Fj^dZ0GezH25ybZtuD(m?3u#VyZ>8 z0fT!mP+SIGxqEOx=`0MW>;v~U7b<#OP9K7g!H-`Zg47c{Z+w_z)=%#PCN+YJ+bzCr zt_vS*OiFcUiU(dRAMrgr7U%-8pwr9bh+w z2W*GVXCt6@jszWu?1$m+RMG9JJLZUHXa|+Pqd>kNI4$r5#{dWRKsSW8Tg+iKts!I+ zo5BV??WO~7-+^#c0MnJ$N0)*Ppc561Q8~NWZ}AN{VS5x=KK=w>nxtX8QwG|UB*B5l z+vw@XBABIBRp*!F%!~uykW!*1J=9%_CG`!oGb5Dq`*xnGh;3nLq=D@}HnW)GJ_^|_ zi`T#H7d&;o1=pU;W3i)M*of1{Xk+LG1<_uDvvc;r%>J>E=`D+4;yIAsY6Zz_#Auc2 z5ge2%!#2HZfvJ|8*;?x1*Knu#w1^ipLqi-@T=&5QQ(f5ZI0GB2Qpo@P7&c_BCOh$N z96O>_M0X-5iuSZ@!}I)iUTqC0C^q{5-}||6PopQppbqAZ{a&f8Q|~z#hlmjm)teI$#{G5Dbm}rh;l}RL3#dpq02TgFq18*OWfXojZaQ; zzE*pv_fiVL$}G@JbixJBy)gH31-l_*27cF1K3WYc22TPX zi?u-da(E@KopRvPYtqo&Ki?L{q=n1>--F6x807D8gTGCY|u zfaRRGq_kV^(AaM&c^bLWjatK+14UkM`0+(r8+6QStAIJ%be zi??=ZqG4});p_VrZs#N~nlQ$J{trXv9ggK6h4BzFLLs57tn7-y`<$Z^Z4FJOkfKSu zw9M=jNhB?zC89E(b7-ivG&HrRw3T0r`aOTY*X4RW9^Y}F`~KWeWX1LyY+-gtZ(O|a zeRcbmI5=aW&L#05h0~G-HZGx+#KL{FN&O=vHLr)?p6PJkzJXp<)8Vb1!DX^RN^tKhp*l7H47U_CT)RJ4E={?>v;Bb_ChhuK4VMzu-AF z3!0BThXYGa@a}}|G--YYoy~s;uR=Eq*QX`XV237nofpn#l`e3gIT~kVCX>3PgDV>b z@`GJ7C`3CDwrK5u>5uH$+Y9MpX((CAh2Z!mH%TA6Km+6MQ!^YU_vUEO^IgQcIs0Hz z|5$O#k8XIhue67Gde9S(K-%zp2ex{D0r7P)YL2^0@0F!YS#e*wbtzktqs?m4Q+o1@ zP4lUu&vMS&--pZ+OC>+8JX+@-5%ya-@x2@Uu-o-Aj>$nbp@~2J=JJ)OV{YQ z_ri0w?yR?PC`slcY5&wiKW`cTeIH7ZWn18v@>o73ov#d>w(#s-3gF{zfiGvh22)E9 z`X_6I`O)rt!=V#?sac7^_D7|6;~q6{N1V9o7d5&GuzK`9GIk!!j-vud(XtOu-&+PZ zZtf5!UM~UHFMGwou|pu;H5vxp{sQkTq>Nx^9ro;C4G3mJ~S{wgTfX#}q8TR{V*_rmL@q~D(XD*o!JDpTEJ#o13StG$OtL)oV@)Tz*z z)d!7)%4ca+SDoh5s7HrDe}TZyTn-86%sn}yZ!NitwKC7K3ix7wH~eum7TztpD1&bFHd6wxndx z@9~Wg`sR(;=TsEkdG#Dxt5xWGqN$`m)xqcBYvezO;7m?FUGg3vs@&AVIWL~c?kq51 zqw)^Y%c?D zven{V1)FKC=VyBVt~>f!o#g||RdCFM4F0TF23j57tWm!SJUdkIgR`WYYaWsb2b{RE zTQmn7cyrN&Uobb?i?SCqOM6pS>~^^rGw&qusQ5oZW$1q4t^5`kIz5!8;VIJJF$2{e zT0q+5Wcc1aih8xYgaP21bHD1=8~K3mce^18v^$G7QLwr+xB@kj28+XvrBl5En{ zzQOGtO8k3n5%mx4iLIw*(6#of6#liH&Vdg#7JsMAi>|^>^JMUsyw^38zQGH*d_nKP zb_ibe9P%5CIq=ncSYi8*0;Qa1(vOd1HLfT0QA!KyX@3%8FaHOoX0kGa!_jgcgC znFso(yv1kZ9t*3((=oiiCLhj

;tqpg%`R+><0wg#vyf&AiQG-8aB(od~SDCI4Yp?>l#44gw(<>$|54`> zf}I@SKuw4Vn+}Y_wnduUWtn@;kRW6Json*9{;LtngBFoZ^ILFTuj8?1iwi`Z?Tw4p zBw#NsC%4jm1K7zwp8FlngE|c4NuobnzqwrVa^gEuGjzmf!&S*pcAP^KrcuxJ4zgU3 zwB{Oj2py9HX(#P?Y2g}PY4#V^_t{G!%Tk5pXX@P4@(LU;K8Az4l*F5tZj0|@!?|_) zOR^d2jk!D7l=!U|cAc3|8KLr|l9?uM93aQ??yX{D&SbJ| zs2A63oCOoVaPi70cbpSeD9D$c0mluF&^6T-jnaGK=`DG1wNeX?^qx*fk96n0VTT~4 zSOx0Q6`PHNX`b19amCH?@b{J#>1%}W$x%vdS94nQXo`cvb8X_2fQ^z?_8g3N&cUJS zB|@!}tMDfWXIPp`IeV-(`<<7?4w3c=MLoA zYb+tmZZy{Cwu5}01r(SJq zXq(~Lpbc2^qA%~>{{p*?-M~$qj6E**u;#6=l{w{IN=>W0J$6gh;coJ_-krh*E_N768b5xm;z z3(2i}3byfS@OVc!&D*OADnZNX#~cMT)zOC?edoff`6k#AR)TG_<*T2bQV=)xI3f;@ zwF1T4WsF}ti2A(BsT+VtW0$jSk%^Ct3{$<6ra&JsSFH;rF)Q4u|~ z)>Yw(RB`YhUA8RFg6lbd1uHKd{Ff4hlX?umGmr1`OQ#-qI`E*lr;|Ti*b~XKBbK6c ziGlTFo(e7lt7!C@|6oGh2GEs-vQyG*IJjsO4?Nz7V?uM_mSPvwxz&?auhGDdQ%v#q z-#=iwY65T1D4_|KR`C6#CN?b_M`p8-hRMlO>*N%Gv$yH*ryVHQ&Dbp?F%myk=f2}y=pyV;R zc>_xIKL~w|9)azJ2(r7h8rB9SL+(-yR_X2{^}`aU zaWM18YqkzK1c`V4Kv|0;&a59w6V_FMe1(+rQp#o{8yggk+(A2?LLoEO;Xx*BHSwZm(mVLrL6k!*E=EQG0l@6wpCLiaV>J@8iT z30ZdSE-9O(ir=OA{H9xS_;;hdcz^bHSY(qyoqH~&8DVPpMMa;YM!W&{XGcZL&XOKB zB^yqf1(N3Oi?GY+54hVdf@dp===zlL(7eZ&7bIOKl|f0uh5F0%S?v!*E0}?)`DJR_ zk|e%(r-=2=+v!fR6W*5APV2Eu8~T{Bc1Hz3IgkIF%XDZ*m z@k}@$SC3~N=+npxpT#bF>OlE)7%UD{g@nzU`M~7IR69k=HAUVPzuo}|8@fk`|C=Cs zZH%KHuUO*~s)FP$6BDd)Hey0_KfSIxO7^Vy0Py|(eAgF|WFr$U;R)ET!; z%AqIwD(U6bqnvM_2i{e|^zEi574M7_rx}kzS-1x(1yoT+UJ*5pK0w&%8+*RZ5ckZR zgLdzuIrqsv;DPfv|CA|in6?*d)A~_dTqZv#G=;{k(*EtCfP)>hd55b4FWI(=yT9$r zOJZYDzcrg{DvIEH@n|$%rG%ZnG}2VRexxqVF}r9zhQ^Ywm6rK|_~QH$^f(_!vNtpE zQqyQ*cIrIw{ut?;dutGOnL8hU-Z(49*^zMJfsZhFgA!_9p8$0UmH5Tfj&*!ogn+A8 zVCCnHwCPO=FTaq1vtJM3$}K6h;!s!4Y_Z0%?>3TR-D{dN?-cLJOvY1=C&A^rHN{@= z;07OiR1v$O+^Uf@O*(IN415T7p9^@!@|Q42(p*N4nZuR^FG*Li1rF%%Ll5~Gd|v5+ zl&M?JsUL@Pf=zGyZ0<(JV~MMB(@6RCLkJ5B7xbS8L(|=>VnNnH>N`mZuUJ*m*oauv z(;Lg3dibGDurWG4EeF$gx_B-_+P6}xV2c+@5RDe@=C%sUE{(40GO~!QBTaDV>^dm( z>kfWLCBNZBZ`9EBz>3Y|uxxG>MBidhz|bUfb#vYRD#&*mSnY@q|I&pu3x3iG9NTRVX%|ETj0oifF>^pk$vUF4r;Tpm)0k$GtZ} z^{OqH?Dpr52i`cW&IB9OKETPaOrfLa5#UQf^uVAW|5{!QZTYj^%|oIvaj_HEw-tj& zku+nwv4~%!yvESf*L2|b2FV{b8W;7~OV^ar?mq)Cc0Hf9&)N`*$Y>e%RB+Q z@86=hj`3K(QOe4$drfc5UqO^}E95NJrfqTiq3?@pFx|)j=Z*709reDv@KOg*2&VYdmw@RN~*IA}fUAWTnm?_tTDw6URIgZ%)s^3nOk2 z{~HAJdVUhyTlZnulAX|C|3$Ezf3Ifpg6oi!Ifv#;tSG*)kKQ;|(}3n*u=8(u^^(Lg zGz!n5zCR`2%L;vrtWChQv|W5@wKbVYGogpxi5_~{SJ`RDJe+#v2WHe?;sl2b9D1k{ z#~XNYo2n7jDc`~h+leQo6=xZzU)i$!fIjZ zTsy8@Yp>N_?PMXJE{-Fo4|ACKs=_IEm^Y{P1`+I;7i3cgl-2v;Ivxv6z2xIXR5 z#$TI+-o~2P@;HrLdg)V#{t=Lqm^+t_8dJoiT=JUw72MlL!H_~DxUWAJzm497-&ah* zKkK*h%g;+NKOvMF6N_==^MTlHcMfdd?pYI2dlbj_auEd2N(ldUie=LI^HsgF$Kkz- zHPPoADbz^CV~XrDhgewSF5He+ixW7@<|G|Sk@n_IjK`h(qWZWsoHlPac~4%!|9#ku zyZ(AmdVfd0kaAkQcyu)9nYz)R;S=~@g`{Iz?UHS?n+`F1w7L6{^P-mD9`Jk8D&GBM zho0jvrsV z0uy&nMw9Yv_;Pefb;h!LoZIIYoCp}eYp;b;71PssC2t z;zjv*NckXtQtyWwv@?Y>Jzl^crzV0I;NM9M+CMq}x%yEHyF0DmTzySEqhp&mPi^W>q+uwrZ)fjAFcdZ)6Mv@U!b7Q_|m zhXwafAw0s~g}0OhP;2)sX!ETG_TQKT*UZM?Lw!#wn`q4DHXhjad^~C-_dye%F&KAM z;-o}>uKqJ_H=Hf8V8^BcvUJLUU8CGcexDY8vN4bxhWp*pj;*77endOwJJ8V)=Je7= z^2`pJPk+})^N{-@6(9UZ!?)_8eA_W{{ZS<@>)e|*dk&-9u0_?cMoknj(Oh(VP0;(_ z0XW@y8){Fv(eb@XtiRbFMo$V7Q=Vo~+f*a*ddwwZY1u{a3SBIW8QU9syK;3T#KFz! z$HWuD2)-411JrXY+2-a*s>-@TpADx7{U0{ay2)8I&*dgWI!nN-s+VvsJeYJ_l0hrx zJH`8J;>$p<-nQR|J@0pDwe=^QIwKo{6O$fibAN%M>3~PDWkt2I~4Rocn(q zMtyw;f#%u`u(n1Cqv{kn$!!2$wB0S%>ge;vH797-6+JvO@&R2qG!Z7waG}4Fx7K2# z0XC+|@c!l|kN&CK$!U8U)mjz6;sQNPTrvbM2IbSQ_3vcnu~+G_e+e9Ov}L)Ok)VBe zig;#&DT_&`DbeB{dH(CgVM@n^pogRA=DX`u6ZnMYNN3qM`UgNOp^YXPJCNGI+2TBH z8?L%K3D0`;r6(iX;qF>}d^c=}P#QV}SI^C(v8meh?wu`o{Q9OZ~RaH5%+5#%hCu2y$0`#6Q&4oUy2ooAN zQ|B)|gmKILab964j`cr9xnYI4J;ay0_D{nD7NNNNU6K&IG_KQ4eCG4y2 z|5nn;4?1CJhaKL#Xhr7X2Wh?hf3nF^M$Y{1eMtU#OxSj(k&d-lLF)2q2$I+3`mn#k z$ycj+@U79Dd-`Z~kjpIi*&`o1yD4zLz)~31JPC(bB*6($kLlcWPT!@D&niPXQ z8%B`ws}}M+Hxm19siOyntg)i=W>L4b7^>6s`N=*DSWz$%HN9Mf`R`-!yS*;@KaS)^ z&syQ-k{;|bpjsTUNt@4hn!rNsOnSC8mJ`%7Y1)*#^rEyMpZ(gEg9T?UEE`CF zO}|s%ycuzc&wjAk_>r~+`oYyVl7Vzl7?U=b^*W`C zI}aJb3~x<7zTFD0Ip)*LQ;T3v`D~iqI+ZlLCen>sJ9uQ>P8UP^)+~%)iypI0QMbid zyxXlnm^1hU>Q>cJgY*s+^yv#}#on;4c3;)dI~uq)wG$+KIZIvp`HK&}rNcjcgzFiD zVadf?;G(L5nt7J!Ut9;Zx;f;XzLwpZyYlK!v3MN!!OLk3nU-PSS$SYvXhwB7$v;P(!txi-MRlb65Ot&qs9iqnjT{h3SBnUamnf+ zT<@>SUwfUTC8=5b^H&ybf4!BDWfan>>4hBsITT9IKM=!)=?NYiW3X(2s>f1KeH1K< zSzclieqB;0v@M^2%VVC3KP(sFp2v%LQFRaw&kmt=r!skJX>iQ|J#*M%o{7G*17M=P zf=7O#I#0Vjlg5TU;vOfTV0wxHuUzkrFV(+r-I-@3dNGeJSpyp$E7w$<*5wDs9@4U1 z0XXX6PjFAO#Z`e?xHM=9U5_^B?d9?~c``w6j0zMveH2vB%GIch_zF`-xeGO4c62)j^KbvAWxv* zrYcZKBQ?xYz<(E((atmkJ70Nx-M=#yY`;pn8&WWQ+g^$tvL5qYj?>$I?Xr74*0M$N zQ<$sZ#OteGz?CF393y3Ok~+$1#e#1noYiDgYj5mP*iMOFHNvHTF+|_@(C-RY{<~^6 z-G4k3x9Mo$=ai>ZP@aM+P7C2rrU@JyvKAwKBoHUXcMvue=Hu>vgF3*?)=lgMwq(#5;Qmlh(Giug0-Y0wx=72!>;WWf@06p z=<;m3F}}B?eJF5vr-h{5m`P9F9K;?EG^%1eHq(-T1$?n}fV<8iO&)(a$i48tI}o;3 zo82laY1!BSQR~TVSRWsbZkR|LuN|ev&+(umF(HnZhG5$LeKd1;6XdBy)9K*FLd&ZM z{P=Pj6^uAb-FEol>y?ew-`?+pA(w4HJA4Yn6i6Jyjg8_zQ(wCJ+e9q9J)7mvbf@XJ z)baR(-dNP}8{YR9#m*i*VSI=!efRxFlTR(fi)E)}OOKBctn*r-uX9mNvw9uhyfqEi z{PgB&j#{|6_gPR0{47jy|A-3@dRH%cT8T0Lez_Zcj^yA8&cf{OL5O=(;fA#`t~gZ+ zh9!5z6=$W)eyc9~sJBqRwvy^K1DtR`SqtVhudgvus1kmEUR&*>H4o;a^u=IN>#%TX;#(DDQ(BZ)Tz4z#n2{`4oN@rjHX({DWYFAF|qYjl$mG!|d9xL-yeJ zKCbE=!Y3T-`HqGr9^5hzcMnVy$6vdK77LE@tfktZb7UI-XXy{gkrvsyhIDGTB2eX9gJ(t zhq}jESl3>|ZTsc0Sxp7PB);jvi>qp;2vXh+kKn8P>ris<2u04chi|NoN0)RJc6`Vp zOT&ry`OrKb7-7MclZzTXMuPj{zOCRo_k?Y@sV5moS0hO4!U<>Qsb;jv4zKHv8?}VLZwR~gQ z$ZEBlzo9{=5A-3s2>->a;P#V4IVN=y#p&xK-~TR-xHpoD-hG5GD@-sg zE*M`+p@4Hj5GPDsh`kTkkzuGGu6X_j!WGKIY5Lnhhk^x*e2LGyZWh zDJ=Wf4I@m~@rn5o2deB0$+mwNO|4f;`de32%X&;SyAwZbng`uU1Bkqf87gRl>otA>#ctdf|NN0SF^5U+jGMJy9Pj`}E zRjY**(0cP&D6p6zHdKeg{KU)9Ccl{ODk-Dn+kxx|FF5sIGHA}y+Y?HefgyX(E zC%2ol2AlElOJV%Iiwf6{+yo647N}xdO})yDc|zn>A$;xu;hE-S-eP_e*7X|9*(Sbl zxMduS*L;TcX$!gesKmb8_#aI74HAoc6rq{VHH^5{K<76c=I}02c=|#G8zkgHtZ_

g{Y|M8gj#SUkE>wy9H9?<&@s>qjy;m-(Zw(u`f z=td26yflD2`kG?R8FvhO*AF*+I3fH{Tm}dI19|7;nQ&u;^q5t5S3e*@(3iZnVM#rB zy2&MBZU1l{k#q~L59-R<8B*@=N+LYbJA$Kn9ffCK;%LngJ62lbiuHy~u&z=Qqm`Y} zf7Ju=T>1u_bkG4W^qAGSQEzqr}WV<{`dz83^UIVG@ z&SH*@sHFCsNM3X|k@}`8;M|LeWMKagh%@I(cFBtV!ZktL5Zk;f;QlJ^AyhhZGs}5=v_1@RF-FU%)~9tiLa8 zUU!`y`;8&H7?Iz7I|e(aTXCMc6Ix!J1)VJNA+@tUuL*iA*62LLVAbQo<>ZNcrSUl_ zH{^oWBt!ag)RwBOpP}8WvDp3o4t_cJHT6kxLf`EBLWp@5e$_i595@}rotzvH{(XWW z@}YES!f;lMuLk)2QM|b$9|99kh|Q;?=vZ+91h4GEy>#N>L%uteN}BM+Xjd?LI<0#1 z??6<0p8y^^hH+%oP;S< z;9MwAzwHU5QuRRJK?STIx^m8qaCm(rfNQpE@}@1*ILy^gnC)5sJZCEVuip)|UlmZn z;U#@jPZYF=nextIUxbOr^uVT}iI%$T5qiBKFbPo?>#beMpo5ir*8{Rgbfm(y>;@CcV8 zxL*UlXSTw7^SAWXW;dodjz%+yi~DQNTH0wM>HObypna<%^;dEu4Uay&E!`Y7|F+S) zUN5P+$`Z|g=uz9X7RdN;8X9t!OLO&g@Cp)1@A~lSF`F|X{oV)Kl#;|>hc!@oc^P$n z)aai3N9uGjHxo-Eqj1rWIdH)%nP&f&2QK?ESW#~-j=bp2y~>NKy$)NDqF)4mdEvs{ zQb)7Voi+5~fDGb4m_gW1WBxJhfOzEmZIGObu%)2{dSuMvs*A(e`rvX%e?0(yjN3=o z-gm}t7y80X^H^&5txDyR&UgEGI9h2c3choZE!^F}?_L-U`#PGJn9M}Ox@hoE{0g(~ zm66G|C=4=^_&=?xcr?2ktK@A38k5LBr>?|Hw!g)T!4mUwv^AzjEP@t4ZNbl0x?`Ov zrw(I({4#7Y4my5E=zby>d@j}s!B9w6se8bwX%hNP*o|RP`-R-8PsIg4+$8o-Kd?`h zJZ59dAhLcposca7gX2~_a#|8tY%QWUQ-<@wFW=$$2_N*xIYL~)k$+Lca&0D&qug0eiIP%asYdTyv5N4cJ z=Y1*?L#gqZTUDehPttuyJ6i1}#%8O`?x{KyCl6zND`&CJceTCIzKJ0H1Yj#|MjwvPN+G_)p=Co3T^AlP-LB%5@ zWB^vaHDa?>Z((7NJ7iSrjh1&lP+q$o8YT~CA!rg_8PJ!Vo)}_w+yFLR8Vfp2Wn$J2 zMIQM@%CT4KLdVvZWSMPG1|vSx6b}{hmV_Sn5%KgQ&Ik;P9aw4oA?`S$%wv*r&{KaP z*p$grb>e;Se!Z7;V7$0={w{*xE08eqIv8B}2oI)@hRrd!5G^mI(%eZ2FjDfG#T~yc$k%(b*!8uTofpIp z9sbf4Ep-~xuM1vXzLY9Gt$5eN?)YJN1SZpYQax)!A3Ft7@@Wy*k9)=Qk50k(qYFTO z^=5#VD)={I2z>Ov#~Xfq0zdhqSQm?Y_SFzK>nMkswsH{^w*P}c%g@or;ej4`I;UXa z`hhh;)8|6b(TTrxv+QKG$F!0TeRJr4lgGtviUfzno)B+QM;@jhHv!8 z`Q;uSWhq10w!)hY;@@$v=Y6rO+&nPJ8{R!a%wDz;O>{! za`NRWS~~AAc53^C$rt*;iCRm}S^R*i)gR!M+|l9=v5?eL?n3weQ9S6wcywOZi${I! z!Qo=yPZtlc~4SvJoc>$nO)0qiVT_!>ZN(th~k z{uVmsI#lqg*$ks9?$gQQKDbTYhi1hOfW}StsOilI=(x0uGhc_`&-JxpkD|%vz7m2z96-He(|FLs49c|7;?tq2wCCSYG71{XyAG6MqQ4#gQF5zUz08|> zFAU~d#R%Hxx|nU}cfnf{AK^`d8ryH3D4Ve)o%V*AbNBM+GQ9wa<1{9d9!C#=nS)|@ z$=FV~TO|;iYE3A{u@sVwx^R1}H!FAa1+}s2_$BM0XuVPmYx4WB&z>|m*kvlLT>Bi_ zww%C^GkxLrv?5+|GmZ8RGKGnT&*6{6viS2c@P$PFm+&#zvc1_i1SB*B%(wu_L zBlOTEXn~Nmpd4N<8iEB=hwwck4Sx68lV^`928{(}qLR-pX!*7s-h>s2SLdG-G*?=} z)PO#cHzA4?PmHSWa(E_`x!$AiAIzlZZpP~_10LM$OiQ;ZvV8W=%1Xlr)kn6E#r|yx zly%UNqGWa`J7)?zKMf)4t=e2Lqc1-8N#~fP?Xcz6Tj&?0f;}$1B!!iapjpcK-=1fS ze#iBzRli0;L+LlDPB;h#-wgQWfsN#J)>hb-d7oD8J1KZ{jRliqUAe005N$2r3yKQX zoOpHs_Ovwy@3}^7IX+4JkbVrz{QBYT87b&{aS(ccBdV+YLvu2XJ^GYxfa$xNa8ScI zZ1x3yIw^>6pV9E}r3lcG-wg|f-bH7#igZ~+HW7|R2oGN8tuEtcM$0`-~A2EU0Y;lfTG84#O zX@z^5ce1b~c#y|q(;0ZKMS*{=(7;ZX1vD$uk6Y^ZLfo-^aOtEm*Y(@Za|^=Gi`OE#}oEJmZuJ{~q7VsX*;Y^h%@m0FtTfK$l|RM%6i`SY!U*0#D* zq~S@r^Yj9>RvqF=XFT|;Tp1j1sTF!JNx{;Os+d_^#TnDxxqG!Mu0t!{oZyB#vu8qy zMIPO@D~ImB$(VK9mIlAOFZn=;?mFHeRa1Q&HLVX`8Fh@b92(%+zcF-O%7+c@>x>sN z16V$9F^|s4p)*^?()1juBk9_2>XjZvy;phSov~8xZ>%qEct02?#Q&_;tePjJ2oJ;- z^EVXSvz9t_l6tz1mQmL17;GuHCwZ&{T=HIq_r?xpo7JyjL1iuV_<2FB?wp0$Mn1g$ z#!pZ<{Xh)W(-KF%$bk7C=D005kDdA&qFP0wsCLjrtaVi9pVE3}>2FxAyE;ZpG77EU z?YtI;YRhP`wljH$X=8$<{cRNbpz?lIsz0fQ5ve~Ysp%{gozfJhEG`5Uw{7esf0E8i zcbQwu6)>>TlkG~ENZf?;LJ!GLx4K0ggI2wwu3OR}Jaq;f_zyVdo+0e;T27^dpOcf* zBY=CU@O-?kP*>NFa^7~ry_Oyc|(Cg<#6zqBRp_F z2!EdUzq{yuh624ZjVKGM|CN(}TiMo#|X( z^_4E%sez<`7c@M?Oz5!w4RuEEspx&D)OxrNwoh-u$G%a5$wz6v()}Wd-S>#s&!}*KmkPRkJ}mv* zF>LkDA1hZ6W);bk628PtTs!gwte90v#u_If+Nm=;mF|KW+x+>F*G#VJ@ffMPavwN(PDN1t0wEgHNyYIkt=wuy`yU^| zxit;qfcg_O^g=wWQtW~D$L><}zk=!&KJp&Nk4Lj*b`E?PFDIn8=0bOg-&TF_l^FQ( zsw^=5D7?5a48xT#(dfJ}{MAMJX!2`e<`8M$)y@!aX{WH&<8;uOkwnjj6|>fwakTl% z+ZxvJ#>Y$EK+}ZI_|(b+55BIUPiH3JkG1anrH{nq-KE7|<{ntMsRwQRRZH8N@(A`_ zr@1T#=Dn5JBegU7njIjO61Vaq#%U3~)$(Amsl(FB}VY zhOU!l(yA$5@K(BS_?Pr{Z=CeBs=Pf*Sh^?#E1!kXiAsqtS(3(2yH6rj=`6dbFc^-+ zo)XtjxG%0crN@geD9V1k))B7-*OKDy3AlA-9lc2JfNoU}=<;_>VR4cL+mGBzszL1( zbEZ7<~u#tUfw%7Jq!&2W19#gg)-e zaq5z(LRjf)(XXhTR+?79$(>ik_mf}3?W>>Z_rfR~*Ckc*;D(dgGHvR}vnI32D%7xh zx2$f?P#iqE41~+UJZbR_ygT_LnOUxZp=Q1$^htu6!%a}*)fZ>?(81xQi4@Ug0^2() zBLxKLyR-B=P7WhlOqDzEIMJ zT$=Vr>X!+1XK$BM;ozP^Fgm{$rcMka*KT!msLhi+eU?Dw7N-0eS|rT;CTj0r$#GlO zkhi@(Pu|r-Y<^KB_2KC9jB(FksPY9cwj&CAqkxVH%Xw491d871#G5l(>ExMoanOox z@PdsMW}?Jjs#Cy8Ryu;ka((ov+(urT+@Y|OGPmqafzHtpk{95KxJ~kh ze{%Uniu+@!Yh?hbwf&|`je!uBHIDS(%VC~UPo8D)NS1Cjg7(KL@_`=_;;e#ETw(Ku zPOrEOxfc5&zF14>e%?s<>*z}!y)AIjjm}tpSPfkY4LD>|7q(udL+L5~+41--(x0XT zLexJ>8kGsoNhgH`*0W?$&OjIRE>QaoO^)c>K#?2Fao)ry)lbrEBv#-;2-mft!1Glw z``};Z8Eq6+{S`Xy9;R^${`kt$0_I8GC6R~rg3EcYfR2@Zf^M zL_VoXQqPYAFKYS>PlxZ2U2$F^38G#$vGk{gSfEMDjfyDe4VaN1E5% z@xkX46j(7_>dXBC110Og%;~+*WL_^m+-k&Y{SH9!bftVDK#7k)^`6_Wyw9%L(I3Uc!~RITaU%e#AKr>BE%Yljk@N4nd#cn*K zVK?MQx&YIfBzSPs_u`<&9AQtFDELq+PM^#bF+XuEs3&W z(Uw@DG6V+)N_{oIj#9+DB1-FVp3bNt){prs8p*rykulPI?$1Ne$;pATPM!F7ls5Jl zHIaT9_u@;z=Ggve03Ww1rjK!E5~Fbix!Inlv6%`e@8>5zerUykeeTnN%1FxpU|l_Y zqb7Uk?dn8FP2|H%ym`gNW-(63j=T)# z^3GgqcwsRG@BG%rP2tbr(6f1v*~u2diUdwtIFfDi_d=jrn>amti_l|BXTH0&Rjhg! z2g|~g=&iPNx3ek`Hl5qYPu*0g(q7^MN&cFegLg!mx0B(zlr5Un@`#KsO~dh5%ISC) zf3Tle1)mP7af#P+v2=pJVAOnHJkufR;3IqSu#;VRj|G8oy$5db@ue-DQ^di;65&}F z1-6>zjs0C+(RTe0aa`bF7zDpyhu#=$ebffsdd?Satr!YxtOCgXyc~2>siMCL*0|Dh z1?8>#3I3HCRBEY(epkP2`qxq`!vqt>_Y}0LMDlW1 zLzld0s`_oloxOYU>7~PYA>XIHzLs=mU@~gi#B%qiQWj%SDU9&^M4O_MF>QyA=#=z` zhTq(ZAC%NQ#@W0P3nJ!l2)z|dek8(yf;jkOlq$ZvAH=KLC4IGHG;2DDU_5-GEb979 ze!1l>U7k}}{pI#KG9M!4tOxkR@JFv{mAeB5z4W7>N^Us1!jK1fx$#}=F#I4l00s4K zka}qbYHl>(jrSjc{w_tK+aM+^yDgUJg|JgQpik>>$Xd4r{~H*^I<{$eVvZG943Rif zn_9?lf;BqlyoBwxzag`moYbp)6pHSj5XPR1W+B2By|cc-t6P<{xM&p}kF1uBZtD%_ z8`7(LO}zm2EZ|GsVmAEWtr z^@~(rc5M^*ZA+pEv$dF=_+FSRWy!lAxIo+9>(S>6{xr|p2px2#9vA;!T(R7c)gRj7 z!*AE&=ej1rH(47~mn~-1Um6_mZVS2HHDJe;d+=XuBr5KT=eTdRLeRbxx?JMOr8D}2 zdfi&k9=#Y-EW5H?LAo$R^4>ig)|VE=b%nI`H^AD-2J-@kaJ}zz&>Qs*Zs?zZxKJ5& zwcS9!HeaFNsrKBQ=_$VbeSvanPYFu@3dwVYyu`VyrB;nDD%D z$7py(J3KzylcRd*;<3N~LH*BxZ1_qK?)T56uR(Uzz6-0Xy%tqqw&fT29--`^>RBxN zZ$lqGKf(^57)t$Hs)6LBYl&`W9Jr81qWf$`2)Qv;n9%K>tVkrm?tO%$A-kgWne&q0 z><%0<_z4^07U3%sUF`bv820G0S~i&OiG51O@+74p)J@6?Dh<2^vviVisJ}+dnsN*1 zHNP`ow~vCM>kC+Jo;nTOrGZ^P_Tsfa$569+4xZ`R%vTqk5dZW{qN!=&SbMcAht2oH zSrabPK?NCCDEH>k`99(honCl%dNg`mT@Qo0SW#1&GrPPC%fZW(f< zH)jaTMtvah)hdiFS;r1*G}!i08s=R$$0Hg94o6nenA!bF05u$7dKIEdb@57kI%U}Q z;RuOccSviGAX{~uVoU8f($g76eQ}_x>MY1l>&&N?{B+k2-bbooIpEOnmzpvPB(~%_ z;IJhmENc^d%oyA>q6O1jc_HFO3PftJpm#N~!qdj5(Eo3&81Y0EFGMV$?aAsWmd0bD z*D0DDt;5@+9*U1&?IX`wy?6%J!ns|||5J3Hfmpq79Jk5dBRhnIh7r%XZYe5Klte{C zI~kRJQW{1=h-4KRWkjhY;yKqXX^^5tp{Qs{DVmD@=l|9VFFc-e?)$pF-_Hkkw^C@S zPeqsO^GU&^cc{BYj+R(l2N_FuHbC+tu(qclB&!L-UlrlT2{Q1**qx|}PbQW*^03Jw zh4`B1ad`r7#-cfw>HX-BNzk2`oulj_0Y1AtRtUFOoWLgsBKVf7M~LUm z4BSvU16Bx#qVU#CcyvmJo;LLc=XrWmeG#E40#m8e^nDoTztt>BN;RE^>NSNehh7xhC(_E!C)pI9gkX(6B;++ zSc@zq$JrAt^K5ANxElu}YasOKa>AcAk#cja@8)Ef z`$d*yCkC^pO6=&Nk;C9pc#g3|1#GgCWxVf4;+TJ#{lTlktSBPL^ zsTTFMo=Du|6^Yb37r5B0MOL`(2G3kEh@5!`a$+3miylF=F1>>De@_OH!816vA%XRc zaDlc7isKefs1z^X%4YtdW~arCtluo{B? zX`Ew`dm9mXAAM4(e-GEbvY-L4Yhl-e2&x?Jj4|#hsC9lasCFDC0YNj_Q%^Xb>4n)e z=L6?M`>jf^_%ry53?uFw=GZL?0P0qFd?cBza;aixR9EnumL3OwMj|Hdow?2n#>b9yO8;QRU(9AV2AqUApL<|ZA`Y{c)-q>Y zelv-8S5no(A7FRS5$a>Y%~OWjFe2HWj0JM6pICqJ+ZTZoXGg(6(?3jk)eNO~i&Kc-ibscFslj=;675aGg{6pXN+FExN~V9RFM)9Ib!NYXAGA$9 zXLp19PD|X8CA!Wo)U%l5D7?H*lu8MdJ)$~J%+YrK}3zqw9PM4B{R~l z(eZs3VS3#!7@nAlHdp=V0!^Uzl9t<5Irc+-d?T^{HL>35fH`qK^d5u#OvyxzY%smu zgww`V>UmyTuqAsnc?}FPv?ziAk4&6Yk;yvvbu(|%qDe^j2l7Fyh?JXNqg@Xd(d@8$ zpe*VQuTt+4Nj-UoM@$|45;~EsD2syhctb`k(V%|l;1URGcPAS%y`U*YiUdzkgB0^J ztdYLK*GhWBe*7p*m1Tp-g{4Jkl&U}l-u*!l%MAFj`VBs4b))_lj^U>1xzO;9&*X%j zgSwUT$Tsc8cvH}u^5^-J^;Lo-J2D)k2E)jzp7U5`Y(&hbx{`TQzG1P&Trw8QapL{r z$cz_U-a;vXIkuz+L>r9g*8mBUl;@M35M zouZ{izGq)TG432Xc>XBcxW}1&@8^Ku1G#s|&F7$U&J+rQgXpzNYi4P{8M+s`;nR$9 z*uUuk_)RPV-}I%#_gx;?o}bKGpLe3o@`PIXtimVta^TImIdg7)0qLwizLor+NKWd4al}X=r0a~TaCEicNk+E`JmYNivryh#hopq*3nkc_e|!MaHu_&f-kd|Q~0v)!zz z;WthC{-GG_^r{>lDu08Ka8M71CyX{;23?eeIH@alk3ZFAnPhVQ?m^(*^6zRn8*)C zc{^9S!r=w`%32L_yyg&xN*{>z%ONwB6NsL<0eu@Vm6j(Oqf){q&WEPNaq7cbw{SKbwT;C85-iEVtLku~H4h38m(bc3Cz;?c z6G_jHMI>a$Hu9!z432S5@I7KYqO-FJkG%J$>yudCw&%7StC{O>um1s7<=ZemZZWzh z9-{@lN6Fw*F*-S+-`;ap530(}LiMB}C`>nJ^{zc(-A7f(e*;3q%(w;qPU8BQJL0LZ zC^r}4x@Z#rl;~xZ4qW53kXBc^Q?q?KOwH(9X0+=%3C=l8S7%;=!rBq&KEx*y7dDd~ zwQKCg{kq7z8A_fy1k<*)&LsZ)BJk*(KmydJ)8&5qurWLU_a7A`#usO?e^zubm$n$u zch);lGbM!)w*Lh;xvX{ElNW3-YfL`AjKpZIIJ!|Yf^7QYKzg3sgZZtE@LTUHGi^^0 zDa^kCC;w!^@;R5GDbj+;n*9t!#v^%Zj}wU8+GVWNb)ovxlTNdGld7;S+L7esD$-@| zx~c834yZ2nrT+wMNc+mE6ihUz_>0A0Hl#v+kJ_W&X&-*+?!`Fek}f%Qx6B2Jccqgngx z$jXcqqOsr*R_v|kofuX^|Ier3d(2xpvslEzO;eGCa6L)>NF==I({Xrv^)p+s;4SL@ z*Hq_o)0Q3kl!*ntGF083V`$i9wtN>lSSp>83O#w02~m)t>njku&C}5_Q<(mFTa1oA zS7D!x0<%Wr56(NGO#hy2qhrf$93Cypsh4bjNu(YNvjg7NL|x1j^RJEI!K^Ly+CgRx z*UXN<MLxabAs`%jzRQ#!@JF-k^ifeg&#V$KCA`nDIkJM0mOWWDQR($$e*M=IdZlk}i z?IzCjGvjfLV}efXuFvxoa+uVYOTUCW6PHtRwBTtLEuSJn^qkGer;7FD(Y$DfItwlr z`%AKZ0+;!UxO5+Q%J$^d&D->CiH<{{-~ipn4- zJ-4bH66zo0qG67AEPNc->RjMGD7=pB!Wc|_Y(PSiOR>$$6P8~RAs_!rkjl&kZ1B{= z219X1I!q7x?rtWI^OQ+!-72z*dv>KtJ_oN8%H)1m3-=v~rNU1iLz2lbUVC~2k82)f zEq1f)=HcVun)M2w)ONv>h5`0hq7oaovY2@+*$dA8-|^8w7h0Wj9xrW~K)UR6q00Ig zbvn77Z0HPw^C$1Hw~fO%UYlLLrG!3-Pu8P1e#TNw8w)TmeMl7ywaK1oi^%cXR?siY zVeIO*LFnUr8nL;aRc%-e$p_R3f1NhgPbz?*Ast-2Gl6`GlL9eyaWaqbW>Y!e_fGLV zrq%QFumEhg_a4LBq zm#KXH4DKb~WBgyM!kOXC5ZHAZvXd-GY+E&?H%gKvO9H5!>=fejXDZEqn~toQKHbIb zL*KNlgP*$F+1?{l=$zItGAAnsEDS4|T~d+s!}M5Qc%uTDed!+hSB})IBsV{l$E-0pQ8!v8_Rwn6`>-s-N_O%Y_>Us?kQ+zRF!69yL7>`p79AF{ZkRvZOi1%Sxy1_w_ z9M}GX9TUCy&&^(vvnml_k;2_UW=w;EuVU9vl^&%`*j;)ew;K1Kmt}S@9ES%_1F5#@ zY=_O-mEg2%ge;lsLsrU7LV1-?!n@kc=Otgk^W8?I_sRiezm!4fLp9z;@4vXxA|2ma z@fnq%WHNcZutTiCvijGd4d7^?OfAh^Nu6K7?01*+=-p^RfEGpEJD}@uIwYe$Nlt@k z?TVo$ms;V@feiX%))gE$K0vqSroiCL_gvS4A?>Oh^I7l|ogKEBO4YH1XvCBFb>NU- zaD;sQZA}+mucF4{TS2>HBD@!V0-r*k5(~$BH2Pu^$5h|WahN>mq$20~$p_-0u{WI9 zlrEzS_T`iC+r{*bNmSj<(^0fxQvi|Ya`kFQMaiF+mi7J}H^_)c9i2DZhUlz_q|Z8E zpj6IDD)jpnv*F59rm*)1X;;5Y@@g(oVdEy0JZnu<6`w%oNf+2Wrw&AJYFG1$&-s&}CaCHY|VO^J!#Z$_Ig$b;LqWB6;TDjbLp zhk>#exNsnWTyA*ESK@l<4J&>znonlp;}-0C zvVkZ^=P)rh^+@(ngL*}rgI^k^Qpu%+Soi$|PxD83-qeIpK2ys; zBb`OqwE8tR6@~J~QWYH>(~bb&SR9;ds~~oX8Ys`=n4N0|F?YKn8S`1q3|*Hb$A@~r^XZyJ#^=Ur)A?{yFy9R{f$&UxwRK_qV-q!#@_c+lzzE<0g} z+vC2l*+pmBn?rW&$Dzl}{kfZ{aLZbD-?m^9FcL|_yfhf8PvX2uCN12oR+i*S>pNUj z6~wifz3@W67gfF&(F@+f+`L5JVa>$>*l=5t6}oLjM%1~z&D(e;VU-b+JQ|6u0%w@u zMRN6PyOPQNdJBhtBQcQYwG?#YSCPJ$NkqVX2hH|cO0#;O&yS8#J zCvJ%zhqCeZgma{Vm8A=>y~pCT4ElPjBC%FKg&{|D==IVXTFUQc-&hy09BZEV-=0t3 zat_kcLJ2zc#XU$gm`E%d&XF~eb7-DSCJi#*MGF`{-rV>H$4i~))?*h*?^-iz_1hl` zI;Ig1H@m=)ef@aObLei*3jj$GiXHL64-n@0Q_I;L;8YY$W?0Q-piR( z&d(P$sxm?4`(qT$tOjkReMDR|1sC&O=r)-T*cyG7hU{2M&u|$eF^ARU+MgIu2(YFl zIgXV7a{;wnONhkNJ8(zAm((BbhR91vbVJ!6j{PtRuDrT|o2|4->dVjYv*i)4O1yy; zZWWNdrho zi6r|fEpcp{G(EQVDf_CV1P)vMK!Z)(bBb$O0H=3lNR-5>WQPHhF`tj;$69f2QaT-4RE(zuzJkz8L*n(X4leQy z;JFx=V{R8F&vp011N(>ksYb3u<+3KO{+FFQ|R#e6domU;>z`d#R*Y+xRb%%*#`dh%z^QN>dqN^!-CN-k)b z1Eo^J@H=`X{m|A4$A36;8M5PeFkPL*_KA`2wG)y5YX=>*Glz3)0_pWr8{pJgCvxfj z62g-?4aPc!Y^&8JOmfsC3wGI)=Qo1Dzvc)md0-D8ay02ZvkK7IDoKm%k~rtc6rwhv zfxUL&Fpj>x%&3iu5j`ba@^?fM6yr|8ljYhZUH%9Atob+U&;HGvZBM|F-T4rAXE{wY zA@o?;96I-qD80*hB+pq)rh$jFc*9&rr&271k#&)T&Z5U$&&!5{Z9dK%uD!(l%#7z* zD@{aZBtXCPOXxWC1zLJV=o!N^@OSS=_`CQO4siGX0|RLsV_S=sx;sMePi=Dga5~5= zyvS;Hok9Cc|F9-Z4i2qCjNKhdJxdnSUO!Db&CHT)t*K&@_H(W$jz?g;@g9GHzyb2b z--KQ|Q-L9E7x9TiDSkJ}#=K|xOvzMHI%887U!gf31iS0uaz`xC?}wm?{|4@QKf>E_ z!XznEi^g~c!gWusXH@Ub1m-)_uezz63#=Dz1hisO0U?<#E2(MeVzT)&_t}n&l4-N^{p%h-M6Q+^t+iDWqWG$S(EY)jKcx<6HKA?F?cCFh$YW@u3hRs z10~(=^zB?n`e>#$+utpNZ{D4Pg@Xx9!$enz=Jt5vX&+$D-07&)GM!j8s^i(cZp3YW zHr^EY0wVHGbRboL#$DrP%ssQPYpxC68MdVX1umq2e4qWmv zHn?hVKH1l%&viAmA#%SuEiY21ja;t1dPEA>8$03K%2Bw!dlA_s@c`wICh>Aa^OyxD zKn!yZ;Hy^;v9Q>cN?zB2bIn=s_r^(vZM(?ab5No0R$tJVir^8Kj{6Jo7&M0PQaCg`Dp1uskahyL|@Wg_u6nx5|O8GY`F%M)7*e zui~Rww)D538A)=V4jNILsB!!TqI)cX3R>Hdnq{VNbvGeCSEY&GbX|HaryaX;xvs`L zQL@747xWJs6Zr~5A|z`@hnM8S>#;IM`?D@lxnl0{zAKm?^qt!QbqDbyO_eZa!4>A4 zTQbzxTwuQ@KV**2bEuopE{D&@X3$xx+i=PH)ui)~JhfEbN;2HPV}&HgV@whv%G@0D zifaW1er|*D5kI!Au^V2G+yyHQT|(Iq_%d0I?vInFAsv(O7gGgqq_f$fTb39SYmO?b zn%R}n&%g-Ip~vD>96#&}eKRLORMRL-_MZl~QkP@QG;QKs=s?{*m#{n1KEY6k3U!wL zLChQD=$mjs(y0~$#m;Hs!Rc-ln7CmDDb!_Y zO06|bJ)O!9q(y-4UR~HJxPZ-=;&|Ijf? zE3C*?c_sQPJO_`l9DmyE5LLT(l6IC&B(|@d(9J*q;}7^_qvm?}Ig&~=9+eY``@0E> zUS||-CGh%1Z5F?o;;{Kt(47;3c2z4eW@r?xH#ecdv}N=>wu6TLdKxoJh)#2Irk9p_ zk>su`jML~0vgWV~{k%n+_}#5S0gH+B2iKDy8`kDL>aujSK$ti_8D+&@WwL7*&n1hO zeMRw?_juEM#mI51bL^1WCg>^sggVP&`5%@&g`Fn7c)|85vm;A|c=ddOA6wqSrP>K_ zXGb+;+&;^^IwC;dt#qK}^WDjwe|-GdIfzGWTX3TAX%s(r6AvqDGyhd_bA|gyXI*~N z3u1cq%+`Ce=z?G8c{$6pVEo>1xID+0oVZYqH3~uW@9(SNlVeUOx3?czCQR2&-p&L} zm!f`NK)2uVg^3m`X@!{i$L>UtOSE7rreju|lX?mc?HQj~Oj z9sny*KWqqJO)l3zXJZZ5(Yyb}5@D{7o|YX2cKt34Pu`gN7DtdtV~-$&R)SqYG6;KH4oNz~-JRg+ifd04qt+XB{1wA>%K{eDlGsKJ(9VK{`yNc;t#M|za0!fgG_jppQM5H-5Cy6~ zg10s|qZsU95B*+;yS^Hd#2MN=r>>JAI-o*?6P`f9J0FQoU^rejQ$C@%UO z47Fh&*=(ylU>h;&Br$E5|Gf`Y`A=gKZ zr-#^JDlI1t7ni-m(^ELUs@p_1OizMn=!6mxf%~-jxC~8@)}mo!QEX*HI60t}3h%?3 zXy@~Xyp07JRKal~>uH$}Gfo=eyN~@)f8ZJlPPJsKgCpU_^CVp5-HXZ&7f8>>E9_%# z-nH51IJ7S=fLyV5m~ZLNonPH3%~m5bMc2^0Yvtr>q#bPcDMpbWt@w5OeX6o~Ds4S{ zlAdheO8ikl+ zsQE*mrpolgJ>97!INgMtnHb4x?w6xV0j*H-?J{%TOPlPE)5W793(0#^L3jlta3;VK zN|buAyGa^MM2}qC`BD$-qn8umwFNj|w3Hc|tA`OZ0lU=Q*sKSJ@ZW*?FzIG3>g-!U zXBSfVc3p~`H=aQ4N;o$8NDUXqiNX%|*BpyyBRO!f5$rDCfP&?cM1PAAlx%Flr4N+| z-@pY+oW02IS_SU;rbPC>OM;w@C3r^Ojvntlho`3gW#wA*$@(2Kba=N74WdO7PX2S0aZ1~_|n78N&bMQ5&WtLV3oK7vzBy>uuo%?%P6Swi}}GVj>S6$~)oP z(oJNmQXd*WEyGuy{zOS?KckeXfSJ-c2T|vo+x7M<-O* z)xuiiZy2^-oMztEqt!jxG^08O{YD-@TiQ=_=HjoyIU~GTqW<{$tvso}(+j6vIVQ<5 zE3(LR1Kq@R6|24~kZ9jSWP3m{yCg4>D_LUa90s$Y_DQQm`u1j zVG?|At3~s7_T2y2Ft%*YWrenvKu;!tk6~KWtRay|)mf24+K4v;Tv7M@ZXD^$g0ue} zMXeqKW=r2~(6WdonerOsQoauPyT^gtEKK0egK6x3lOtr%?*RCn76t!%S5Ync8|#|U z%4XDCQ^oLR)+W^m3u<+l^_O)yZ_|9-S*b}EsZ7UzQ=?(Zhp&9owl_@NJ{I~uG_en6 z7eSSrIDHp7PFT}+1OpR2Xwjo5m|kE&?(Zui6XxH?rECI(Zf{{Ljn|Rr%O_xGz6!k7 z?%|0X-Uk|qlc?U^jr8@365O_D7{vopQTf*)Mnk(D{6~#>L0-O4qgTZ^y_6?ck0rvS zlgFVpZj61~TtGJl>d*y~qS0%e1b6PbhZF8}Ih@Z^kqq_g@+AMAV+_}avk{k6h+;_zR?M1*J^f-NNp~SE zn0ALdCn`GFa8AR8NeAIqa1Jxy%9>-Eh0rhg%4Ej)Q_BC>1Sx}Y^x$eiP-*PNI^9l8 zb*{w2bB4M1e!ece(@=C_<--C&&K|Q>f`;33^K@_?z?1i%GE9~@|8|>ie0P<^tFI{#{ zo!+`AK(BY@!`0&NsM(?hXG^7_{z?k`H_CA-^{?WCw$rf7N|l`5a{}HB&ZU}DzCy?C zZ8s@Bo9Vn$@qoidoY zkMn!BBDf@RJ>t{CnEt68KfS9$_i+>Mt|bWf8?Qr;t1V%rencBxLyn?mqkwUS60%%_VQ*IT-=!Tv>_M3S+QTyq#%X`;psEa^K~TVl@0% zAWxn#BLrMRG|0tlW>>MvD)=Q;fItV+4;U1 zucTY!rXmrtR8x@rce#M?Uu;jhZ%dPi=5KJ2^Rb-nQzci!!m#e;bN<%6?b!55g=v2D z4KiQbl7jh}b)Plz;E%5)vEIY=3DzG#^H0)5r(A;6=nsLE!Af}gK8!4p^`(2&L?KkC z9<2{$Lu=PHp62yLT)+J^YFAv)XgnNN@S{^J>T37e) zU@dI;DT#UI3m{SmVMr+jH!Yh$Z{$W}lpBvRe3-$X9ev}X9P`TTa|4cngIy;E%iP8E;qyG1!P!vb)s9WNlSzeX zHRu;;6SKgtn7*kP6Fs0yOU<9?qoo_c9A5xnhK8U^Kgtr^A&|i?Qmf2H3BNXK$)%F-b!Hcz!B@ryFiD_j{E< zS|S^lCdPv0yBC0IQ^>j_ig@={XPxYONz$?13R2-eGU+XXjkGDQ%9o%OJImO_{!5J9 zoWIbRphUktb9I_jD%^G51kI(MNjTj{QaLpHw{#h+C;W8nxZyL2m6dbJ39y+$!J zR)l&ln?jSGdyy=AdD6cn4B!9xhVg#C@OR5CjGoFd}IUD7;dqO<8e-wqj3I%c! z1$oBPw^Oxwb71R9LmJbQOWjN!(JeD(LDMWQgX+2uWXd?-6@MYb*?q^9hK=Ag#)3(`!xYCTSjF+x(+A^+t;@>-%yE2s*_{R$^ZEl14;4FMx@W znvO9x(r`0rkmYZ90M1UUa4@0)680}(zMT_-;q$Ag@s2+Ba^y>J{N@6Cyp8Eb?z5V^ zEFX*xe`ICE2;H##IlK#DXzschw0gfibw6E;ViTR|)96dgj@V>OZ&M``bu6jbgcc03 zw597W4x@rh5zLs~kNgwdjB3thG*VfIrI3cso@4Oj4<9q8uEqRC=43~s7@3y3kc9PC z@TPg31y!vKte2HzkAE3sf4tJ5fzH=ajaLdY6JIe4dM$||#^5_#iLo|X^rGrV=2M>r zUB*45{@iZ_YqKP*UCA+2+m=J)@@J_3MjZao6P#B@k2JHf{H+>B6xe>2AO{J<$OF7Tdd}3O?g&Cg4b=pswQ%xBy z`r=?FJEKgW#^)FEjeb0>`}DLEzL?J-&rDz9^#9hA!(YsBxvVsivEiISr$e!N+HUf* z--ujNcva^$c?oRrvOuNaJ8-`CKdgRGh*^23aB{0H-6-7zxn1>GY9$26-u~iM%S3|l zEf<;;ahf;kmBwXwcTn^JYBaGI^B@g0*SrItf?WulpIPwO6uMxO5Wc-w1^FRz^p5W) zlsWzXdD9atj+_VTTzB^A;R-0rY-V>1Y$l~MY~YBv3hTsA#``6FX8C&q+Az2UEz%5G zwO?CkRQp5Hx_Fencz*?j*C^0eCYodHOtjcZMb~ie4x@B*ZRd7RXOpO=;A9M}-A#7~2jHVy3C!T83>Z2dL;F82fQx6# z_+}>q@fw{#_(GG&w=W(vfOMS;XZ`H(ZFwg?ZY^ zbps3YQKG~h?Y1fKIsz}Sjum;li2FdiLtR)o#WK2K&knLK?Hc?0QwQ9Zd5?!AJK3|L zwfNwK8GN$W=Q>%Abf2U>(w=gNNOYkAu4b5cgxh=FT0sxobR;#Oro+JaGL9+S0H4mC z0;}|F*5#rR@zQhVaFGG@?ukZp(u2mIgfPb`q9t)Z$za73d?TNEKFpfbq*pWV)6I znYy)#JQ>u5_d_?C=?U9m*Z6tHLg_B^J84cjrFd|#zV zoWAVESKB7>_s72j)5UMG{^@=P%(Eo#B-`=!Zx1@=T*GGf6yl?&v*?m5Jlb444)e5j zP+M&^a!}+BjIK?G`C1$YXSFTeM1SINd=^No^kI%>>|wIPZ!(`vw!j~|$&huo5%)L7 zup%mkRO0sx6i@I28Iwgsv?-;|RQDmz#y|*k))nFLFNaC?kGDvDzOiw2GE^jOB8`O> zI5Dym2bKSV;hl6k-+PGNR8kK!&c!iH1Qp41HBXq&`63rzISg00KJU{Cc}hyHXkNit zXg(AOv+LgT+=Hs&QMWMB_%_PkTq;YtZsvpZ>EC!{2A`MWNwBWm6Xks5(c49uNI#lN zRy9XYQ1DP+JzsbBB!~0f} z^+ob@xv?Z&`_-0q?%GdBGzZv+13fj- zm>8#YHMSk2a%tQwz z_c>D`F*_Jm7eP;_tGv!T)0sF&8(RG;8e^XBu1(6k&|1mOiqoM7F0^P9n0;GPJN_1SW;JR6QMCp4HX5C+cWz(eSiPGuJo&j?@ zl;jPY7aqX$Q?}$Dm;F6-g*1G>nbo<^-&p2J!xD`-3Wke&RZgKuVg9x{?u$gGT=y!N&X%%0Er{W^-k zyJ;p}zSR`(EdPeGD^6g{Y8g7yM2_aKQKMnoJ@JWr9Wzi{g3In%@a;uAS$1L+UI~`O zaYJY7oFrA}9dH>UJoG4N>(T<{UKlu*%A^TuxSo9?q&lGgCcV=A#iTbCQXskhR-&jjG?c9UfQzP)l>lDt> zp2P@fe}d&r-gNbQS@cmj3McogGY8uINa(cxAWUu%qcK&OicfZdgsL&-<;iXQq{l9} zOsyzl~igCyfJA}JbE12gpgN$u^6vSNCU?1nKN85s8Fgznh z7hiM5%%pFe$4`z-ary}lANFxxz{ecjtvgbv!R)7@zPj|X!Azdt;B%Z}Ay4n$xX)|| zsE0C(AQGQ(7I&?>4bRgCP(1z^CM*2oa{+&BQF{P-XZB)u>P@_1KbJ<=sgoPmc@S{B zpjO+=j|e_;qWqO7P<*2TsUPfTd;f_LJ4=7)Q(pmHZ*nm&-Wz3OI=~`W3^IOiL}#^X z&}k3F=}Y&5i)=g$1{#qk64oT{x)`y%YL91@-Dk2mw_#iTD4v>Ki^5yXSo!Pzquk%<@8&qw7HjI`#A1$@g39-@kgD75;#R{F;3N0p>I!bgO|o# zc%0i2s{gvlb^YG5TU!gkZqYLG(04EXvi<~>ZPL_gIb!Hvf(+NGuDja@Te;nF$UIM6 z`p%Xddl1V@SSJqUUO+l|!PsyHS^jT9+>_PGd5>N)C%E~AYpOOmQ?E_<{&UIu(E{|a z8p3%Uv+2INudr3jmA7+t3r@K^nM5`9W2veogudut_D43s?a%7u^pFTOdl*6<>3;=T z$8N@7H4R;|62PEw3p2Vn2lF1yAl@tI(5C497%!B@of8S49f*P0;eV{&1!Xo=asvGn ztWK4sSildX>}@V{Rrz=Vb?Wrlwb zihimoV~_tS;oI)v6Ir*V^ikzJs8b@aJf?}S^Q?hgpU}(}6wIX!eqm(n&n+e;s}2kb z=fRJ7OVUT*LPz0ETotneKg#f)Fy%jGV(eeu9JpI>aPMO8L&JcZF@ z`^>qw(WBrZCi!f_3Cn)N-npXm%WxFNHgR(XVnvN7u@Jq|f=VshM7Ol7;g-^M_?}*c zj8!%~+v6-Avwg(aCm&(X^}c~Hp%iu+*IoGVK!F+;-@e0mSxB4}6WUenY{Id<$$XsC8wn{Nq-*uv2xFs$4`4!5UCm`t&gJRP{ zag=jAZwY)4)mwA$FPDe(+Q;IvGJjTWT!@_2yNtWNYp|h3mc|FBVA9_TCZ$T5<~r)a zv-?^!<-!6u!wM6<$W~TaT87$wcn!n&WPF5~n);nYy=ERjk&3_6{PU>T%C7p}j>TxvSb+$~HdCB}#F2=|?x z^!gRc>oy>N%}t29s{-Wee8^U-z2&&n$7luqw za7zuZF|UEO$(ulr-125CxvVO`n{%{?9)^+kqfn)jgK>M_;?MYeOg(v#{TRLgLO4!m zkdP2<{LFbZ&IO>2(^GifBTobmEG7CH*YUEx08DQEiYp~v@MZS6!r66_bXayFJFQR~ zoBMDLv{|?{ zI|*m!?}bUC9hh)+AN+A>Wjt-?QnA=0Ff3Ay`(s#~^r;_5D=sn}>TWd2zXUR$&nNq@ z8Q~Vu5lrSEqNBXpRZZzlb8E*a!TvM67! z8S@t~WV|_mGO-%?n-WIgG?m}|>=Ru+2RnRM5!z8-f!#ggsJs5iweZpGs>Gc=*z)+BEUZF%D zF6X=feGCmf{T}4qdtmapCRAn=Y2uul_^V9<()`6})VfWm%du`YjY^Wt9&eaFvKbb( z02F)2L(P2;__Rrfy&Y8xGUq1~r3V98soIJ^r+YHmdS*m$dIFb^)q6x zH*qs~3LDqTGRB`K6YWk-nm*?c9k!nZ?!`%P$>jt&RaTC_cwEnsV`iimzTwT=DL@w9 z)*>541aa6{6HWOA*dO{06~6$=e!YRIBbOoRxh@!lOrRlJ@A2mmJu*o)4}*g*vRB&g zqx?a2I&Z=Rc;vJh@^d~wT5u8+^tPh~dx)nKaTa#8B|^f6F(@8tXDxR=fG0|7M7=(Z zEgGpuffs`0ui*`h-RMTA>hFbi-8ZOUp-sI-|Kk3(X^_KpyVXNxkN}=GhJ31G_j=ag zrm6*av}qoB(B6;h{)*6r`%2NvyqWQyW=xBwc;U`}Yl->%Vm2%IIuu(d(CW39Fuk$> zt<#g>rr!f5YF9Hvc^?Ol$WkzTSqxRW{b28%1_#~&Otzl`K^qRjplATyWx4~38n=Sx z^y{#1pDf2$ECO3S59a8I63{IxF|}WeT4Wr-k88_`)1>7PdasFNl%~*Z%Wx2!pvzdi zlcA0A3PdCGCC@Fj6#M>2&}puzwEWvsSdrEV`qqy0uZRNeuiS(d%F3Y4Wn$iPev*lQ zjmgqA=UM;RDeULfZoKr(_T;L^%irX=Jt6B5^r;XYZc z)u%uI>+DOwYU&=)>B+Tsk^Sbpy7ku0*XmL~&M94o|U28f4~>GhLj zcF72?6n}utsXs11`D#ZsQ)YA0GeoS~GuHa;H6zSB-w)RbvEoW2q-DeMI7P?(P<uqofW~X zf6xIw^jHji=_zQ`xJ_q$sxiJ!bE6u`_*oPmE_wt#v=mu};&6;?Rb`WR zs$z54Ai8IG2#mg%(STj@EW*O6V8SsG_WH7iyOnkjEG~M0Tu*_I@6{l7ulr~IX@Vp= zr4NEv#Y5P9DQzqoFb+n7DP^uJ0pGddY*3vlcVNs`s@i4?cjjl(u<7PlyHu6Q%WcN+ zgng9NmPCy!Lh)LS8ROhVta3$v6la7|tJQiw>hUQ)*XsaY4ux#{Tbie%p5*#yObyp~OMLA){=Vh?I zwisrQuLa|y6>!RI1Z$7F54+R~!OvwX|IS>9@ks?kOZU5QV$d7fvVI_ox*>ygs~*zK zy+qEA9Ux>s(~Ftqe7EB@G&;xvSNU9|m%%;Qqr6f`P}>cs%(YPIMieR>P-W*TUD@{o zau{qHhTn8rK~X6gW~RR8`m|!qlaOSQwmn!-c6LEh`zC(S?PYW@A{7R{K1D7H zKGx4`yXbS$F8*AkQ1=<;06%rLD6W1W61Ky&8$59O6|lHbmIcdru?z5#inRnTT+0@C zV`n4e5gDO+*FzXxmJQ`EgE4FIX~C@MgJ!V{$yCtMGEF}Wu2y&XO5?K>I=3B;nYHmP zT@~aJP)BRrE>PVuRbbLm>~l4PDP?6OdH4>fc0b9*OcHWaWV*wfC*ApkbD6MH`w8DS zc{A4>wu+`~*v&-i(m?C=GtTVxQ#d)l7b%Qi1FsL8u{(l4#%p^SZ73NA#`Dto?$aGH zHq(cE1P2CAC!M~@l`&Z}{9f1@MCVLQ8F?LGW)KJ%eCzN}>WAS9+hamz{&KT1z@T;Tc3*q(IWHZJ_pM zxsaW(lA8qUizc9a6#9N}J!2D87tpVvKC z4Jpo*^t=RuA7r48+%aoVkIyGX>qv$E0+< z6lAila6eMULE|M}Y?N$(=_SWNKXg1)-Zy52x1uR#^mV9r=%V1pNFm>R1h{ZLS&P#6 zf_s}5Qo7uC*f<41e&ZO_y=RAGPW2+GXScY8Dm))|vzypP=M^XpdP2^IZJ=>PpE)O{ z@e&DrU}>#3lZ-UR!%809fetM^&EKZ{2{pWlP8_E+Ta)^P?xd&XKZQAHfe+`+;DOI> z$XSyLA%RjLvE~QuPznJm%w_J+dWh2=%qht3AqAg0?-!J>zs!!i&128S4RFpy$nC6; zW#ikwvB&%S@=j~_;!Ixs?^C2ZU z08K6+W?vh}g&q_5*89rZ%v7C-*Ohee+@~&3DxJkuYiz^uF2h*wE_>EwF2oM^CR3a4 z7je&qp763OkFPA)jPvT}vx}}}kbiUpt2#9ROWdSzsbM#E$G;2WJyXSFG;%oEe!bYo z$5I$qxC$g(3^Ao+FpHSela=+)qk}Y(tb|C8A#Q zG<0!2$vP%n1-GSB*!9p6tYqtmg3Vh`^Zg#gQ0KB>L336IgVT~QchfEw(xZ`$+Lgkl zNc*Bk_rZmA=wCSNNC-<2m$35N?rgE#Q5F|?mds8J!V0-ZG)JKq&bMC4-HW^?&XYDG zv!!Qgqn-tGS}23-8e8*i<_^HRo>6cm@fs~2_Ly6_(-yu?Ghp{k9zf$Wz{agLm-REB zk%7u8c>m!l_$@e3*-~L3E*Jc?SAW5>7Xffc`5xC#(BD`btAJ8NjM0C)m>z^XL0OI) zgxwhkOAD1z&)bMl(ADhMo@+f!%a)bu@3Y=vdJK0em{Y2c+eAO#g4)LA^pfSeH0$Bd&HUhPl4BEhB#6p4u)=&Ve2{v zz+9n*CRMb63>=){euFl74~S=K>YvCj`a0(|R)PAj@nO$j_TkGj2S8=8P=}a50((Za za5>!#FBd48a&7hvq|ZxGQ$afq%^|pE%v9*?s41BL3ASEa@*4D8N85beZpodzsBTj(p}>|! zuE3?o4ROI!Ep{X5A%?ZxAn94jG<)r4-hRtVn=@;(;GBUu9&n$CZQ<|eZKVcFRZihr zGY#3XUw6PT;~cX{41yw$I&NvdZ7gVe2|X%X!q)q(Mo*vkkHyaWLqP49J|;7Pzjp3?Hh7zE)rGn`>R;kJcIpxnwQSL%kOZ zZ&ARtif`d$u7<#sEQ{OLRB^r1Pry9QNSY*Y5b88Zvg%kjI`_?y9o*t9=poF9+nRpN z$!;rFC+=f=O>F7=o$urpq>qVhLcQ;aFetLu;o*rz)c!u2vi9e2Ej3ZheXaq2 zI$|QT;OcT@sMQ(XsVr8LBVCepEGnOsNLa}}pDeIh~ObuoDWHg%n5d8C!1KWXBuVt0@tKdS9d1%%= z5~egF-`Q0_F^kjr>UBPppLY>XMq1+Rv^-ktC4sK1hVbp<6*0;}l6|O-=3Ooaz>=eC z==U~>pIUVpnkT8Safw1*XDA0X9h+#obQvr&J5FC0mxJ!HBfLw7AKz#t_y7f7g$tcR zJf!<%R@^%hj;@U6T0}hst{Z!0XTy?+UIK@7e>{I)3L|GJ zvObz)m~HqMdiEiihA%&EGqFvYY)0*~Zgub{{`n2U-fK{^O53=P7R;WFOTgnmOq3Hpt4!1#kHyNMh6wn^~sjTp)3462TImix;pgFHQ+~cU(yM>bvn!`zX$w`vsf#3bl=MmILSf zhD2=-smg)Ffi;mR71jXKyK|uTouO>h=6*~fs{(tEJ48bs~* zfR>_D)LSo>13x>|meYf|p;0()tiDaaDG|!X>d{yI*R(OAP2lTHB>i*4z<-_=o8oW~ zinl58K5K`O=Y>5`+YrJnubGKb@w2(AKFt*CBk*-hvS%TCvU&H(6)^qO4Z7x)$H%UHK=&&I=^F(tsGG+ra@>3x5HX!<(r&@*b<(gU zNP<<}UQG4s)qG^vJc_I@p!Ij8ScuIhP`3|*GE*K`XzYYMwS|{ zxr@yfz%rpuLf>r%cB@`v)48??e50({+97&Wp>qbi9h}JB9i7XG9|ZF9M*FZcF%j(V zKZU;M0?|7+og04b3g2~LKLlCn;|^I>Jk&W2Z@o8%OB1zO^yeZFn_U+)MhAoBaR;0y zr%mhp^q9BSeqP&c0{9g>VRrXh@NR!DxP|NxbRCp!MxVY;+QTnWs>2u zI3G6e)Mkp`GvKn>J1FUpfv1|6_^BO+s4}abH>|w}y!r_WToMIR&4an_nf>ureK~wB zeL^2@OopOYex#tNL0um=Qe0vYxpy~Ww%$gpThV=rN}d8^mC7KrWE-dWvJN&sl||Fo z`E2)838pk{GUO1%9X-B|#^xD6*r!f+*|>3b?W)$Ypl>$ zb_Nqq7*Zev5b&#}8SgspI2pRvQ)9o`pb=jIBc)==f59{GR*At8Q*cgnQY$n+jmS_BdE@vYfuS)N?r!CrEzRR7`HL#BGLe z#Zk8MH2U~p?!*imw9<5j9r-)3cBQsWYUfaR9hn77>bJngHN#OZR;@sN&HxNpx|L?H zEav<&HqbI@Pp0GS1iqEmX}L)il^a#^yUpd;PJ?(3Q%_5mH%TL{Ur%2=7; z4U%WfNy}&|YjlaDu~|xRy6^>kA2<+3n#nQqY}t3agOEVe zVS2&Ren!Dyr+~O36>yK2wIgzKd~qs3hjw{~)=5Ly&SapJt~UvGct;z##i8cm3>i z)+*JhhZ~0`j<@Zs)u{QW^{3!bBHyEpCYC-502X^;*Fh;knh7o5TQL*zsqrUKuStN7FHi^+Y}S$>a(o$x!O z1#|X9((CQB;6u!5A@^#G;K$#|o|YQ(GQ2WA{qUYLJ~5EZDy3^>5+HS7o9&)%&Z?cq z)1Akfu>71I%UB>y6F$0dIw?uwotjm!uu053oOeRmq$u!n)n)k3m2R%;0S*V{SnH+< zsCVl;MVm{)>Ua`Y2{vWZJ zB~%Ji7WHM*9c1M$ELO}A)rmyE`*a6MDUnD{PI&c?rYMpTSuXTkZ#L3%(dtDbO(xh% zi001q6*Nq&D-7A5b~jeJXchOlmm*QjYwk{fJDh!Cf%80?VWW9(rtD|KT@W4JEg1f=|Q(59lAJMw82cIb(im*h(!aO;jwwrFF< zvtLk?_>-${t02{mY|t(aAvYxti2WHzPbPXW>$8cJ5uQe`<f3#Yy>zr*R-anKb! z2JupVw&3nW*m7nvTh=!Xq;FcWA5Wav$22LFz2!(^J_s#LPx7Z-6!FLqN60v@N(*`) zWVZ@a_=tW(u==4L7M$5HHVG)^i$et7l+bLbs#<})59mXmHe(jpv64B=W8B?Jc?^ml z$Ygp8`kz0VL3h_sye%~hi-r4`L$8`3Dc_W)9r^ZJe~`r8)qh?<&jKMos$99PxckKb^igq_YP$1?Q;0caF9)z)#sj;PrrIoRn)o5dr(WVyWrl!Vb7FH%!qs^?$O-EUn7@G>`Sp6QQrjEIm zzA(byeY!)p--G?nPI+|t^YAy4BGK>O^Y?+jwg2v$5i9)s|A`HS7aB6c`MG7NLKj!ef}Tk{tx2e`t$$* diff --git a/浙江电压等级电量/电压等级_输出为3.py b/浙江电压等级电量/电压等级_输出为3.py index 598cfbf..125b537 100644 --- a/浙江电压等级电量/电压等级_输出为3.py +++ b/浙江电压等级电量/电压等级_输出为3.py @@ -4,24 +4,166 @@ import numpy as np import matplotlib.pyplot as plt from torch import nn import os +from torch.utils.data import TensorDataset,DataLoader +import datetime torch.manual_seed(42) os.environ["KMP_DUPLICATE_LIB_OK"]="TRUE" # 解决OMP: Error #15: Initializing libiomp5md.dll, but found libiomp5md.dll already initialized. - +pd.set_option('display.width',None) class LSTM(nn.Module): def __init__(self,input_size,hidden_size,output_size,num_layers=2): super().__init__() - self.lstm = nn.LSTM(input_size,hidden_size,num_layers=2) - self.fc1 = nn.Linear(hidden_size,64) - self.ReLu = nn.ReLU() - self.fc2 = nn.Linear(64,output_size) - + self.lstm = nn.LSTM(input_size,hidden_size,num_layers) + self.fc1 = nn.Linear(hidden_size,output_size) + # self.ReLu = nn.ReLU() + # self.fc2 = nn.Linear(64,output_size) def forward(self,x): output,_ = self.lstm(x) s,b,h = output.shape output = output.reshape(-1,h) - output = self.ReLu(self.fc1(output)) - output = self.fc2(output) + output = self.fc1(output) + # output = self.ReLu(self.fc1(output)) + # output = self.fc2(output) return output + +def create_data(df_level,volt_level): + dataset_x = [] + dataset_y = [] + # 按月份分组 + grouped = df_level.groupby(df_level['stat_date'].dt.to_period('M')) + + # 遍历每个月的数据 + for name, group in grouped: + if len(group) == 31: + dataset_x.append(list(group[volt_level].values[1:28])) + dataset_y.append(list(group[volt_level].values[-3:])) + if len(group) == 30: + dataset_x.append(list(group[volt_level].values[:27])) + dataset_y.append(list(group[volt_level].values[-3:])) + if len(group) == 28: + fst = group[volt_level].values[0] + + dataset_x.append([fst,fst,fst]+list(group[volt_level].values[1:25])) + dataset_y.append(list(group[volt_level].values[-3:])) + else: + fst = group[volt_level].values[0] + if len([fst, fst]+list(group[volt_level].values[1:26])) != 27: + break + dataset_x.append([fst, fst]+list(group[volt_level].values[1:26])) + dataset_y.append(list(group[volt_level].values[-3:])) + + return np.array(dataset_x),np.array(dataset_y) + # 创建数据集 +file_dir = './浙江各地市分电压日电量数据' +print(os.listdir(file_dir)) +city1 = os.listdir(file_dir)[0] +df_city = pd.read_excel(os.path.join(file_dir,city1)).drop(columns='地市') +df_city = df_city[['stat_date','1-10kv','110kv(含66kv)','35kv']] +df_city[['1-10kv','110kv(含66kv)','35kv']] /= 10000 +df_city.stat_date = pd.to_datetime(df_city.stat_date) + +volt_level = '1-10kv' +df_level = df_city[['stat_date',volt_level]] +dataset_x,dataset_y = create_data(df_level,volt_level) + +for volt_level in df_city.columns[2:]: + df_level = df_city[['stat_date',volt_level]] + x,y = create_data(df_level,volt_level) + dataset_x = np.concatenate([dataset_x,x]) + dataset_y = np.concatenate([dataset_y,y]) + + +for excel in os.listdir(file_dir)[1:]: + df_city = pd.read_excel(os.path.join(file_dir, excel)).drop(columns='地市') + df_city = df_city[['stat_date', '1-10kv', '110kv(含66kv)', '35kv']] + df_city[['1-10kv', '110kv(含66kv)', '35kv']] /= 10000 + df_city.stat_date = pd.to_datetime(df_city.stat_date) + for volt_level in df_city.columns[1:]: + df_level = df_city[['stat_date', volt_level]] + x, y = create_data(df_level, volt_level) + dataset_x = np.concatenate([dataset_x, x]) + dataset_y = np.concatenate([dataset_y, y]) + + +print(dataset_x.shape,dataset_y.shape) + +device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') +# 标准化到0~1 +max_value = np.max(dataset_x) +min_value = np.min(dataset_x) +dataset_x = (dataset_x - min_value) / (max_value - min_value) +dataset_y = (dataset_y - min_value) / (max_value - min_value) + +print(max_value,min_value) + +# 划分训练集和测试集 +train_size = int(len(dataset_x)*0.8) +train_x = dataset_x[:train_size] +train_y = dataset_y[:train_size] +eval_x = dataset_x[train_size:] +eval_y = dataset_y[train_size:] + +# # 将数据改变形状,RNN 读入的数据维度是 (seq_size, batch_size, feature_size) +train_x = train_x.reshape(-1, 1, 27) +train_y = train_y.reshape(-1, 1, 3) +eval_x = eval_x.reshape(-1, 1, 27) +eval_y = eval_y.reshape(-1, 1, 27) + +# # 转为pytorch的tensor对象 +train_x = torch.from_numpy(train_x).to(device).type(torch.float32) +train_y = torch.from_numpy(train_y).to(device).type(torch.float32) +eval_x = torch.from_numpy(eval_x).to(device).type(torch.float32) + +train_ds = TensorDataset(train_x,train_y) +train_dl = DataLoader(train_ds,batch_size=32,drop_last=True) +eval_ds = TensorDataset(eval_x,eval_y) +eval_dl = DataLoader(eval_ds,batch_size=64,drop_last=True) + + +model = LSTM(27, 16, output_size=3, num_layers=2).to(device) # 导入模型并设置模型的参数输入输出层、隐藏层等 + +train_loss = [] +loss_function = nn.MSELoss() +optimizer = torch.optim.Adam(model.parameters(), lr=0.001) +min_loss = 1 +for i in range(200): + for j,(x,y) in enumerate(train_dl): + x,y = x.to(device),y.to(device) + out = model(x) + loss = loss_function(out, y) + loss.backward() + optimizer.step() + optimizer.zero_grad() + train_loss.append(loss.item()) + # if (i+1) % 100 == 0: + # print(f'epoch {i+1}/1500 loss:{round(loss.item(),5)}') + if (j + 1) % 50 == 0: + print(f'epoch {i+1}/200 step {j+1}/{len(train_dl)} loss:{loss}' ) + model.eval() + for k,(x,y) in enumerate(eval_dl): + pred = model(eval_x) + + +# 保存模型 +torch.save(model.state_dict(),'dy3.pth') + +# for test +model = model.eval() + +dataset_x = dataset_x.reshape(-1, 1, 27) # (seq_size, batch_size, feature_size) +dataset_x = torch.from_numpy(dataset_x).to(device).type(torch.float32) + +pred_test = model(dataset_x) # 全量训练集 +# 模型输出 (seq_size, batch_size, output_size) +pred_test = pred_test.view(-1).cpu().detach().numpy() + +plt.plot(pred_test.reshape(-1), 'r', label='prediction') +plt.plot(dataset_y.reshape(-1), 'b', label='real') +plt.plot((train_size*3, train_size*3), (0, 1), 'g--') # 分割线 左边是训练数据 右边是测试数据的输出 +plt.legend(loc='best') +plt.show() + + +