From 72c3edb12358fbf87dcbdfb7c3b06163f937941b Mon Sep 17 00:00:00 2001 From: Manohar Gowdru Shridhara Date: Mon, 25 Apr 2022 12:08:39 +0530 Subject: [PATCH] Updated few documents --- Learn how BERT model finetuning works.docx | Bin 7859176 -> 7949653 bytes Recurrent Neural Networks.docx | Bin 12963446 -> 0 bytes 2 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 Recurrent Neural Networks.docx diff --git a/Learn how BERT model finetuning works.docx b/Learn how BERT model finetuning works.docx index bd99b6a617f713f399feeae31666a0ed93e5105b..4aa0adb2d9246585294025511c70fea50ec467cb 100644 GIT binary patch delta 101777 zcmce*Ra6{L)b5Q1*Wd&gT!Om<3lf66ySoIJfeyivU;z?bg1bX-x8M-mWpEpu!G@3j zd-uK9=bVe*>YmlTx>h|kRr}d{@6WFz&!+7lSC67%md58R#UdggaN^a?p|T?aBaXe? z_;R=5@X)D_Bzga2;l-cQe_ZYnzl-}QyA0_c(gSAkKjsRCCc{$;2K>C5^gL5{?(0hO ze2g8LyL29=>BjSO=5KNL`vSZJ>%cvR4`+$XdKFR9q!7)T z+m80+e>Q>6^-(TSOkh^$d3z8LYr<-j*?#!CKrx}@_+Gs4P;bIMu_$+WdlP<=)Bk++ zM^3{AW?t8b8q?_>UY_ReYhT>@I_NFMC|l55)vdXo(x$eb3Gh%D7+xh3Njc^eiV-== zYG6D5MLW%!dN|u&#Z#;zi;UIVL15C_{YlA3{gvlVj2N%)OPIMP(nr=AAk5(dkpd4x z*aIKU9;N_Q7ZHh6M7UxKi|zI_^*=VxRDbtPmJA_P#{?~3ohWPX7uM9Q(cF6pv@dQixs{%ZJD&I2jYV7 z1wM{9tCxxn*(vC5KSKIBsyN~I2a?YauJjQD9ut7e-;_;V&eX(JcRG$Vs>ReK7^bd5 z3QpCACLh$Zms*;3W|NHI^@Foi?;=$+#wG0EY8_0MvKO|M{%)rka!WXr)@@v=tk6HF zr_X*USOK*uQ&{L*0tPv@J+~%P5x(F?0!clOs7-=0eX? z-XHkbx|O6pj?e(h*(Sfr`CBH}au{*Gu(Yw2Te7{|@qUH9u5iV+Ke}j$hCLDI@$ju! z{sZ5qX3G0kz8i+MHk-TGQ#qwi4w?F2>!5hYme=73_0m zm4B`r8iK~FmRsCyB!6?VZo?-_i@bN2=?s8wOk-6pNwXcfRAt_Mg0IRU272lhToQ;| z%HJ0`;HKU413Pb76DR88NJ|g;BThb$Ub&0`Gq4Kk<4iRHeuFQoaTi39MHxIv3xQg&wyOCq@hv*a}SD3pf+oq}#U(5-tJn zRO_>{h#XTk1rd{cf$X`X*TWnMhKmfpG=CoGq%j-#lqoA^&43GM!ZnE(aY(i>NAZ>W zHCcBRleYDawiN~Ge($zlB;!risKM&;v&&BIcup3kP1wlB;v8B-AU=ub3wL+bt8`c? z!*t73e~J$}2>LA^#a=s{!VF`pz>I*yPXBx@%kIp(3{jSe#L}Bm{yV?!OW$l@u$1`# zJ4r*c<6(DG%AKPBNliExOLKmNA)E92>qr+A z$5H9Q1X39Lue!}1XJPDzww5qfX(iF8kgb2IL%*{QI6e;fINN?zh|s(gVNnMdhHYoa zRA9Cu+heXEM!JJRx%=;V#xGI=88Ji^DTVY`6ER4}prvGz^Ag~qk_ z$PJYny5^t5(otsW%j0VMgFlWGw5XPW9K13(mf~VsLxRd=gJ~mw1FjIY8j;q09`}R0 z`1wb?cCJ9^Dav(?Jkyj`wxQj2qu}L~gEmy#oBEr4o@s2$LA=>dljE2@>bO;CVY7`^}`K4(#n=QwLtt|iA{tArusrHcaL8PV|cxtq)WYDxdZ@ZEUTYZ#fs4>iL z$U6SYi1yB>M{>oZpIrn}R*Yxy2QOBZ9Dd***5rXKoY4c>Pu2`07vg-AtLLWWBunu* zt${0QFngz^Q1xN$<@ROV;tU@3cq0$g(ndUO{%J0?dcy{Bhu^&5-f97>pM{np@ovTE zISy}g^6scDS81gfv7Vd1CY>1mq0$mm1NE@8S+>|5E7ea^;v9ERez+>Zj2qT~8ZS%$pjEH#d3v{ukg_%j{O@%t+s8?lVv#6suL`6_z)NkJ0zqw5<%TuL&o^08(^NNXepZKVUiHnaFo4KT>1}MpY^5|gHfSPe@Ce(eKGH&{%z3wIvSuu zQdf?47q0sTdPF;`n^axhW0xQB@bOx4kkYVS+#$aQIfXi}X^|$4M1Pbl(~N3s%HpHk zKA(rI$!-M2=@X8Ry?FXTmY|m`XnIS@91?}!)+OW>#bmvai{v;E?*M&2wkNFL{pWR3 z_>`p8Zu+3IiuCfGeg7%AQys@rF$*ATDo!grs^>a?OgXUM0Pg62{xNXA3*ZKC@AEYj zm)I7!kR<#GZsMM#SL4f${rAqWe)aD~hTkL2{6e&g-XJ(@x)Ez468>T1AhYLMKj3C<{u2+KlGYwj!V_;6Eg`Eb%1*kD9#FT zu+5xx6NkD>mp4mQ-O}Xkwg3^=+SW6FaEH(nK7AN?IW4O^KNe0eP1`1JtT~QSQ6)@S z2~8fm`++CB3ByeWEbxjV^loYtdhN2DqNx+@7b@Q%7JxmX-u=)ZfhX1|49*~bxC+<^ zd-KP!d2=m>ZLAh_MaDlIBqu(i4$s|^H zT~Vwe`nO~Vlu0DyTnC-G{zaR!or_|!?~3rJ(W>$kzDeR_aCI!qOI2AK4-)of{^*h! zLvRDf)^r2qn;tulQoRjadXP;!@i!F?s68B?o|uq5PTBkrzey{5?8Fnndc31`V@PSb z*r>K0W3AKo-Q5gB! z?^zsN(x;udR?<9nCAOW1_4Gz|-C?>^R>E;l8xx%M0`#4`LAy@Jn@ieNn}Rj6eKvsN44`ilO~Iz35r*2gsa_Ur%Vta7bOO>|OS^{9>5#2>}t$%C}S3Ng@&VzvI6X^J&^-0(?M zX^=2h5c~{>$!>)xP16mYb_euz%u|vag&~`5_}O5Z0ow{3a`lhIU7^;mvOMR8F+b<$ z5~DZT%IQ2WZ47OkRE5sBGu4q_H6Ue{V5$>qr@p$%Oxw1>wahMJoRcjM>*7I6i*EQj zKaANH|CQD(Eh;5})8a58gY@WaYk0v!j7$ul0S*bN=NBD*h%3KJYO)kcY?uV0lxl&_ z+94v$6W|x4RGyU)MR|)rS0G|ca@BGf4LPiA@{@5h+c!sjO>q&pgGH>EJVe~W@dm~< zq=1DHA1+SO@w!Qhe05_aERG*dBly*vM+iqhBij1@d!J2&l^UGhTbIB`*LeCZ+&W|~ z?#!t|=*Xrj^8;pqUdXdTS)dln$hO&w9kjfs1JEi;I1!^`84d7lc_2G7GihYQHTQfF zypstFu38_R`K$c{7cQIma+>eP0XEl8`^i9*cAf?H*gY{!T$aBFEO+=`=^a}*GmI>$j)!5?_3^F*HdxxFQK8r=u)qDLNM(irK_4sZ1K=4ScwmLePb~OAYO~Q+rUn zfUpXlQI>D~N{Xz>a!98GL|+j*kb-fh@g}7{PfTkzBUW=MTFmUw#anCQf9YtNl(-H5 z&ZgV;I%_?j;VLU|s_vjdqepdOKnWa<*j(KA%XGccynGfj>8w$d)rsfH17pJ1;OnZ8 z{9QS4Wa2|4gg%}-KmB%F^u0?4ptJzk0Z;{r?>jp{rrEmrSu})C^pIWc%HJAh4cK zOnOrqBDFZ28)JZeMq$v#@0MBy+vQI02Xj@=Y&7sg07Rxkq`sv$?sC%&-NYQDXKrSl z>nGxvjlZS!1TrBeG|t6Pvm?b7FvDwRo!^f42USXaNgDdO8b1@Je_R^cCsqTp?F23) z2ShsZo014~)Vp8eNeYUkS_cA)!&xe`rbMqI{~&O+8;v2W>+=2-8$gR?VEFc?X-+}H zg~-t^65hT`9Q3(LFhg2{rS|8_5=tM&8G@(sdAtDU$rauw`ifJAPGY4DcWK1cFae{k z1qAh$ln-wdIPN;&ugMq&GQZRYhz_R1Ihz*k0rF) zz}b!}AKRJV%XLCE>c@6k?rOh$8-}SroT_q{ND=_uDM={M z-xv-VASU}9JL4Z~>b!wtl@GH;nT`_)D39iLVwSRQF z-6LvYp2;1zkdVG3E|w1u@SXeE^wXcC)(_k5_S}@ZbrEWCKjJ^fIrx27=)?RF?*!W} zkzF#)h&y&Shjq*vy*}QmYW&Z|Z6UcR`BVDV)npp{dUDc!lKA3FIM@Lul1mbyMaGhO z;Uu>1%u@Vjf>NKPsZOuGJeK)1dKjo2aH=jHae6utO(g>VrV)#o17u&NaR`jal(cJn z_~SCHq+7c3eiW?xPf$J|+ou-?L-?nOCV<_CVwC`g()MeKB5vJ)*E z5bY0JyRQzvW7iXCge$(WXw*dxkChoBtWMRUY10u^E9zl(6b48ghEEObQ}^rH5wvU% zz_=^y(1H00p`7>S@iuSkfu#U#Z^Tm}L(fub39G|y9gWdHE2XWvlOJOvPunp+0S-UT zFkwL)fBFcmagZ&4SRF^~*3vg{g#VzXPI5^3wt!kd&~5yhxqC)7!*u7C%dEg9M?4BN zBM8iKB9_vKw3S3T{b zz#2J|w&jGTvivYWpd>Sdd3B&=s3&Y9$EjRzlW6$D=@Z-+T-4TMyDLOB#%eqEd&{8D4w!Ts691a(<4&nEvn96f~LzCG!n% zjGY-7nmlqa_dS`d3CgQjcJjVqtt_<=D2(VY*nJbg4m&dH7-DtC`|odKhLQGcvd_x-y;ivwfQ@i1<26m`=o5S(erZHE1?o^4tEt>s*&E4)Gt+x zg^gYL*f`p6E_z>0qPs40e7=);)$bC6suii*rj@t`+`K(4{jEwPALckD#Hh&p*0J%x zefIAo`P=E6%0~amWmDqGB}cxw6%%L6w?YTe7mt4z{t$fELHspUOY}3piz$ChijX<< zhlhBNv-CvTLPP%R3&TWxucCqO9tNZU`4;0LzI!8a8{LlQFUo{M zSKK|3Y3qzclOK#QZYzGADelsGeOSPMY?ae+Xw4UicZj7k$x$GnoNGVeFr%AG5vH3a zyj@`?ZfxYo9XOLmC46;WPD%tL3bg&(iXz~Qt_R4Ju6gHUj!YRkC0wO_OWPPnoAg~8 zcF8Gks6}3mYWT5}C{VwxQm(y^GLxiE@S~5mBj2?@Ck8t2U!!B+ltmg{SAjF~l>_W? zQKM&purV7Yq{y4O5&fr*li6479JyFbe+(Upu?`w0uEy(BB9yrwm&cHC*(gC_cDNU6Rd%XPWy6VU#{)DxIB#hL{r;Y! zJ{3^WZZp00(3#Z79F@k$c&0eVw(`#8k zL|7%pFDeH;!jyRO*9ujnV<#~LeN^|T-R>OdhYRTxl#`X+zuUHT@3Hlc5!0OgD#_E& z_tob#a3Ts?k_KY4BcBf54L;JXe12=k8yb>JMfOa<>zFSy$g;gyp2H=LR5%*)J^(TG zUNPba{{9jZ#pK{u)2ZL_3^El)pJ%?z0Uygq+>K1uF;SdMAc%Z~`mEd?PqB{_2P`WL zi)m~jU#VFV1$HH3{7GCf6ECN3v(u%>$TGcB;UQ7{y<`lU;_fY#cP?m$uc&pl5)5uU zMNr2kHKEZ&v)|fVE+e`Tn`97DN^J4p4G#0J?1&iERNUWVA)Gblpx&U!TC{R<0Y*I$ zG(X6GGO<&jaeae&y;r7v`oK>`HAwGdPDA_|PoGEgvSsA;Z^qkwi>7Ea1wn!L@9|P~ z_Z&WsCI49GU&wIJ`Q33fE@w037`{iJ^G&312;TJ-96&FOv0AHOA0T@$ke7V6YW`Lg zBkP(=Yx0Rn^4mw^@Y|e3Le2)>{%Rnw%36p4(}M#u*E#H=_GUmY!CL?^0+~oZ&RJ`k zN;`v8)12e`Ojleiz_|^V4HM#U& zNImGGh5_ueIG#rg^-4)9Xbc5TXq}~Vq{|y~!(7GML@YfYE8F7Jel)5}WyAu9>aKa# z(kg8Q-;Te(l@0Z9V{IRfdY$*aR`Zi^)8OMLQ|qcvM;$^}5dvC1gkCYKW9P-uj^+4iXuMd_r2L!Y!l-)Fo=m zUvvCp^>=>uXNsD1lVWr8#30-jFAu}TRq59XtsJQ*# z4C{vkEY;9sL>*P*c>i<{_EPCs$KZX^NPoJW{+d1QO6_uu!MnC2i4|8xKT#pMfH!&S zBl9^sDgnoLfb;lFXwqJ}sNXQc)d553QI#_ggTb;}Aw@?1BlUR|RJF?=X!*?|o_6C| z!iE(s9Q9FzG0+MxkabYS^@cXe$nKMQ8Q0&^E_BBZXxs{3Cb_cbO!5$bjNmMtEk1{x zh=$ccUmTbi6k9F)Vbs+56tQcDtS|LiPs!>66`aPeS(`hqL&Z%A`;f1R71i3iwDm3j z{VsKyHv$`Hn`V7;Jr*(vU_jCD^Tl3EgnTeQyrx&j>{163>}H2lk66frl775$y{5P~ zVEmb?d8JQa64?m9$Y{gA)Yv(%5SFg0M)lfUKxZ(v3kYgv%&qO3%so$h)Jf(UyNKWr zZE-zlN}{flJ;lOHC}%svcBha-L1BJ)%wZGxNAe`?XNEubnBt7G zrQ0IEF;_m(i?+=IAfZV2c5wIR?~(8SmJs@&x&BRzZbHSzBBw{+=2Jyy5j-gZ{T@i$ zMNM)AUNGNUF>{lE!^+_&Zk_4Rx9b)>bfby6O{Ppc0*o3`Sj9zs4q=7x z%f=qGXL$g-ne~l@ltvQKq#|#z)S20`Y3zMd%l!?S@zO>ar!n!wt}*9E-Om12jEnjP z6owr+(xShqg>wC-X-fT;uWC5)3 zRmy`3gu$Hrp5pg)BX9p^&Onfg#l8AT`ls)-{|0dscv^`m43y{hkAv@l&_Kq>Kt{wD zkQxISk;!Tz-&_;DK>Py93#2cQy+Hl~MdO?6Hz*{L;3nJ`@Ls@wf#8MLFAz3@n~1W- zBCE_XUch_->jmr=a2l)3amVzMQ?`BaBlG5vUqE@`)eEREpf%>rp<{oK1YuFWK=lIk z3!oQhUZ8z}?gjc67+zp}f$0V27g%0kec|m3Y>gl+b_{JSl%T+ERWn3{7m~+2SxAx< z%-Biskg^dFkZRFUU;5FBOAQ;zZf5M_Ks(xJ8#@#D^NQ#4)k%A!wNQIx7!gg_Yiz1~ ztYQGAwfHL$;;UEhrGVeLUudXg2!AjM{7?+2O|KogSu31y*?a7q2t0k~d2^b%n7Wwx zj<0pX?lyCJEqKYZ(@mu0?`M2zblNa{9GYUz@c+3@ac7YDpF7#!A21?m;D4UVY-#;> zmFCC(ruN?zeTw`4_tyWtmw^Ar7HWdbhO1U%iB+Lf8<#%0I}%g8u_T3rD9kqxL-T62$JZACkn8P{3jPwH0MX-i8 zVs9RRYOQGRCJUw5e<`{?SoeT=Tsuz{Dzn))Q;F;#KuO%UFz@3_{<$_DcB)s*tLKMN z=hKWwR=j8aACpX!@%+XMMd2N1l_UU2IkFa=wved^oUMl0Y4*593L8=j=7n`#&2e;& zk&1*HHyeLYQo^zwOABxI+_T&n{-s}M8)Kx#JBJ4C>OweeIpPFAKdj5w=ueBs>LN-eO*+Da z`1Y$Nk}cF9_~l4?G8xLiKCV{H*Edc)QhwGS2~F zLZhiS>#zYwOc`!Kq0wqEc7L`i*n3qt!jtKB-p$R;Us>O)wmosK`^P;=5S6G`ahi0H z{=gu0AbSh^{^)2xL}Ogm!kVk!kyDj2>Cz3p>t;;FFl`ak2EVR~^Eq8HxE857TM@sS zl$r9LH}Tb$NU6f&Y@%s-hCi5OP6HS`8po@xLID$jYlJ(O{=QG293*dYD~uX-gV1UF zV8S9NwOS}_YThoz(6wGX$!HFvKTY1eOJ>K9vu;~BlFxS&=S9GM(fEbjQ3(dJuUP8b z$H}z&zw~ikeX`zaqaR5+AlYC|Lla)$x1Tk8_C+WEORiz!2Z43@>-u8dzzJVZdnL4rY z42M3i1n-8N318N_EdS{a00^d$vs$m z;#(emQWR>v+*ClkUYhS9X>V_@#M^%nGg9&{QS#GRTE{+|aXj)MM<#M*By(&~@^KRn zEj^s|LlURS_vhPZI4J93Wv?YDFXZ46`V6lcLGH(SHCB*p`rWq;fKY`Z-T865?1n0> z3w%~FBQjgDZPq8@8gEjS-@H52>!j$spRHP{>5n3XR6XBUnTR}Mg>!?hCU#9Qca~jS z$HFZ#{THq`UOo&p5jpIJf&J!MjUE2q!NE`tWCd^g&mK~-h+-{;L98q7S;FUcle zJ>7de2)FHTb=(1$dyovz@%IwhzJnM~_#oSQZpw*=7Xfv_n^63=T-adn$fj4 zI3=thg9`c|; z(7-7mMrciVVf%xS+gjWHbT-^;b{@asAP#jd>YGP0*MPX^?&y9M{IIH2ULJ4cz(S(! z4I6eZ)1%q*wVCf7PY5N4aTE7awMFPVyA`{w)n9HL89qtJO>vJ^27jotoA9|4>ZW{J zgFczoyRCPW;?ahYfr?C8SKW~Xj%^MyB1wjoIGa(jVSUVJ8GB-bPd$6*neTi>kM#a| z2+|>DyS^ z`s1#U2?eFOtkcmiJyU~g9&I$O&NZAPh-ve4mLOLHu zI=w<)hvRR_3ZL}txo<_$73-pZN(Xu%E^dM8PFswW&EvNGv8Es_h4@dobPjFR$3)J9 zpxNr7`xS1*B_egCT|dHLgKg%4U1_azn3050p(vORROZRR@8ptdlZotu~S z+()6={0cXNUnEz)8yKQVr9L<~__Qj%a1ye!RgUaznl0j4_zsj9QUzUV1E}MMS_Tps zE+sNHlupZhAFX=>EJTOy$ytHK@QINO5l>^l7mgmZ%a?s{?|rG?-iF(l4SS-$qZJc0 z>1)Qfe9XAmx|B8hQvbOY(5lV01Au1@Wd9E`7Z#$acym+vW1^QmvAGY#Ret^EAXUu# z?5AV9am;{R7->zB=^7JISIH7<5PU;;Bb_=o0eae(cYTsAX%}2vPnrHSbvP7U-ga8q zwDtXPDzR7pDAB)sY|mbJ&EEw@0_r6O46@0$Lq;El*s*%?Zjt@kW=5vJ?M}}dB|vt9 zn(pc0`n;wfGu|pO!8A|Cu#~k7pQMSJ9yI#&GOnf#B<3!3v_3!#4uiM`@iTy$reB%q zCS``E+lO0`+lN5Do;^L>wnDDWGiN;;+}G_73rrV2bdl0u`kwcbLRLH{ydQ*@9*ZQO zSOr~I_W!7n)EBP<&reO)b4IIzN9jpSf=}6_wm0XdkyaS;oeIy!YTuL2GbXkLej0<= z8Z6@UIL$~R$N?8}FvXfb*zo!$`|Cz2scU{yfboTd$mC$Bv~;1ZBF2*x3df5r9B<< z2?3+%aqD-&8`q|89A1dFlv}`b`q@-m@XVMKFjDemK)Uuc)lHI%_0>BlIrXiy7rS~! z^+@l{$+F2U%0MQ&miS}PFl!gfp@^ML#qX;MGRlvG2Nf(ZhfljiHW^9LlDuT&y~6F2 zmq#6=qlA}#TXyD476c+cJsgF>@2mzU9+ZwmsOA^b&bpBCnp(E*6z1}n4NNQfOjY%6 z0JrBGHyA_`ZgtyGWhZ`QP>Ib2+>NaM^vH%^6~#FgSTtFS4TkP)3v_{&DY50T#K}2v zchkLl+NLCX?=E+8KoNWMeG(6g6I*fc{W#+_|FOzPh6CDROUomiOa7W zi|Oi!zZ`8KJHv5EHvd5sw^Np%ge@d zEi^IG4BNk9##f=BN1DTzi+s@^{y7g75eGIpf5=5 zkL#+a9@o`~H>b*Hx&JIt8P5PW4q=FE=B>cduf1(XE`J4UNkAPHnqxTl$k*;UF2a02 z()p-#D<(`mbirNGdfGA)H2ZZPsp#ANi;WlFXFfI1omilwm-ZJYPg9D0Ed`9fmLEGLihM<%A1})!236ay7Uge2 z@J&!g_<XCZh^ykKbHdf9-e?1}&7*;2lDg06un)~FCi>X6fC3#X&d&He0amoF=s z$m{YM{yB0<<9No_Yl|&ij}IhFrtgj;E`WEPm+xTdop}Sec22km*2ZO9!5>6n^ zUU7R2Q0aAS-2|0n-NAXN`+zjBY2|}Up}_>B1^NE7EU0P7%Zc1oGCk~$_i8I$fQ!WJ<1pHs>dg%r$(^LCPDmy_kYO1Xd%hC%|EWIfe52PRO z@{l-IQAy`~i0>DnSaeo_UYGlv>T~z>YsDG`+5uPG=*yR#*tfh6 zzv&kJE&ROP`DElv4HhkL1Re(gpl|ObiR!+3YCoLLx3^h0SDomuc1G$vEG;tz9L$1) zS)=C(;-VN0aH<> z@^NwPs7(hF{hZTVT4<>I?N5%Zv^km$ke4RRt~x@Oqqa z@&N|lt!ao;@TJvev8U*|)V)iW2Oc3Hy&&1C5M(rC>ZebHZ>Cz;t}73xgmF!|${(hr zp2a{D0Q}Mf%oLsb68kKw{gVe5kH-r)t+NgVTA7c&A3TTwXOBZ0ir-e6q9T4tUumZ&G2N4-5J5m*rpf9_jU4 zV4o-q0Dzc(=fS+^KFS6dM=Qa~O}2JfLV^!<>By~%-0a!3$!5X+S9RGhO@gWPYLD1? z;^gDklZ%T6F)m*teKu>~N?w8)m(DYsSeU{JYPUtK#j8i~FOx@GnVaM0 z(WY%k5hHB$a0nwSu@FWSJFmCQ4ff-%N9?#JS^*5}+ZAiE6*o!OTqD=!e(#dv@VyxL zo$}e8ZF^i{SvbCBfcvnK#J68{ExPNxvin6hWVh$ZLh0pT%160zH@;~Pe#3;$nWF+v zF)++pWB|GMf%T`@kgyX6rt@xI|7hHC;dNXnxqXQUmHFy|(w~-B^9c!*buTqBdvvq)Y`%KLB_mbaY^RH%~JuvvS~#XB`8<$IhI|F z^)y#!;)KJDqlK8*1aO81Y_NAw3%*Nd0et7o2cT4&&3l(2CZv9xBJR=SM(2JRdr2fp zf>2Kd`6$+8EE0D2v55w5%D5@I;me!zIAFy9N#yQb(G~@6;mFZ9> z)_R%1xYCxM9r%{_o`(Fb%%GHBarY0WN<%ExDT=QExptQ&7dLSj^eE@{h?odL9@ z%)ChCCk8{fope?b>0m++8e)2{eFI;%-Q-C5Y(lOX6EYn0IaZqX@aY z^K$&1+gX%+IrGi*!^=F5{{T)^Igs~=gQUCSt4 z3#I8ay!mefc*|^vFb=sZ2#@ssSH8f*)Q+%|)W2C|FkQhV?eGC48xybJQRw5E`a1jA zH6p}ff^d{WV^=XvFA|cm=U%O7}RBt(X=iO1x+G79h zelk)btgNboVjT|LG@9sRs@)JmLKCH<@mvRl4BJ>XkyHIQq!4#QW9jCr<~=3cD7`+l zkq&%3lk4(IrA}U(@{pGw!LPu|2#%cNG}J?X7!u!MRqO7AA9Y%;ws^Z{+p&9duby!k z8M?Lo{oS9=CHwrP;B!7c#6JggPj&h#vz+a|NFY)=V$u*85VZw~M}VTfGB)gW?~SNM zOu*ASuZ=ndwxpQMObf>f;ynAm6T?>5pG@p*Ai<_=$3=QhPun#^yMF$^bz+c`eIQ7Jbc`g)e3coLy<9n4 z(g!wb1puesI-hs)@j z?olyVGO8RJhs`K5hy9~hp4ptJVA&K8Fv?b82~g6Ck|gw`BPAg%C9iX_7P8c*GI20K zf#-+SmCuw6)dAOzZPyiU-l1gnB4s7O!aZ5o=diFG(rf9D!^7!GW{S@_7kvXg8ku`nAkXBLYD!f9}T zdA`ePx$rN1!`db}z*r?O0l*-TXuffGi$$Byy5^Ff?HI@g{Vs-&zD^kR1VHw_-39rr z&qDlcHa^Y0OW%DOrOR;mESVvn=tkQI%g_wgl8OfXRk8t~6ruyAWH2&6i_}RAq)LxrOm_}vjgg#kd zWSbE^8NUWi$o_nf&QtSJZb^hi5}J`XujLbe9aBHXk{k3El6niBZtWiUru8XcJApKtI$WnaJ3h=rbap80bp}-nK z@O4upz7Q%SC-1$L?-*vJ*0`&^oud5VZC3>)b-GRLr8EZo3cz&HijfFo5o4x0#|>8DR=1rQUwa4*sUn z_((7qX!SO+?Snz^8W3m|em(r~87cPs9F1aP({CheblRSLM4%fML@`vK@X1e7p);nd zXs|6>n<75jLDm2kWwIi*(7Boa>gGO#qFP>c9m3UL@*Edmg#-stMpx<9NAL9e zy_Jf>mJISgX_#+uF(s`}nLm21QRQkMbQ>hj>d4u$PiJ>+-Tu&WJ%6l!W&!iKkxto* zrk}r~&r6C2#^1#8NJQBA`$OHk&?`E^kfMVm7uzIF%vUe`xpnnP%aKKU0?u>W;-hcU z%!3ohp^)Y)?#ihF-&zZaeel|0{3z%pZ}A>?N+&U*?YsJKH)ZAP=bGn3Mt*Vya~`l@ z-g)GNN2-id5{$y*kB|N$e$3eFGg1*g+k2^tLxGLHjXp`1Bk{>ZJk6d+mUMW^+{f4? zMbW~eOJBO`mHIW9$3GsBv#NErUToMdKW~R5{i}g7q4j9rj?2u@tyC`TfnLTD{(o58 z+TlBe0#ibpwGs>1Pcd#_tLm%-Sh7TKjS^aCbl*WR`a^FGSApB>od!jX#5U6bq$-Zx z5FqFteFCrIspG(do#C>J_bfnR+^eg@S0eL3`UJ0Nsw?2P{dI1n_wYmfM9h#i`#k#P zF;pkw4fJ}JC1pPUqfK!0)dcl_6R*e5W<~<}IDfYTCgwYC8ba}04N?EI4Y=d)_CQ~I z#mN#MSm6sl`O_j{{cTn{#L;dR~ z22PG7A~2C*~ro5!9=K|_M1=)m`h z#K`%IxWQ!q7QUpw;rUm+XOWA3<;9Q!Q;DEpm{n*{ql5q6d@1Y|tqM-2!-OOYyf8a^tAM|j2DfUH8ON(bjN3uWce8Qv?jDOt$wkM!E0Y@sRGDs3WN!hLm zbBAWXv6j^TPJZJC!HPky6_WrJ9btXBmc>(X=zjxgQ66yf$Si93rNYeI|bUV;Ws11yK!Bg(=TfZt4!oiiz z-PwC-q0FUl&}cn{tK{@J{1WD3*c^#9!Le7_6g}tqF?}u96JVbBt`%T`K_9j7CwuyW zyR){N3mY<$SOj(I))tae@^+7AX>VhSTvMqzEb4;;{3KW@2NhlJqa$sYBmk`^!z}cH zKvz|w!Xb^D49-}>^}1G6=Hb1Sw&P^+xr4+6Rdia4p@T(NQB@ey9vBF&RQs-qJGZ&w zIh|=p(Ea{xeZIRO0wC=~fyVerk%^$Qi*-Qw)vs*H#4kUCL>C_oUR;J?(YN!l3+ImA z&x~Bg;>>g?;KX*b`=H}=KVJ51_E6~U-=qF#eDZJ88X44a=jakI+Vlo5Qj)<|p~1e@ z01s40HMAcz01duvH6cxn18>uxCMJ2Uz^5gjv@!xun@_>Or096ko2*X4=Cv?<%eIf; zSVW0pho^0smEPnUx2=rvnT{|P!v(#`7o*Y>nwK7wcrL5Xrd{~|(e{>6adlDL9|02F zf)m07NN{(b;O-vWArRbUE(DjL!5snw2<}dB*Wm8%E(0B&c6GI@YxP}i-+q}7Gk5MB z+4r2i_y4!goQIF^{9t|>WNNap|A3jgYz6%l&yK>Vfrp-^>{s5O4z;!xC*R0>S7w>J zYw8Af{pr)AUsv;O15U5VH!>Qn+d{Dp0k#wUO@K-|gFAH8#3((YM&EMkamYewBj8u2 zk?#%lYih^jaSA(9$m5nDg?ix( zibyTj4Gz66AB0>BC>ZD;IPPO+Z3fKZGC@O*d>aO{)j>|5Q!<@1jH7VxywC~=jq!Z( zP=J6d&nb1y2Ij9Zad+nyo`(eM;^Y^iYmPbKXc`rw#He8SpbmcCdsv1(aL>{x=`0|1 zARbV*aMS?_~3VueRE#=BVlrL5PdFy!D|8EP^o z=qG>p2gKD-MVmpuaNTBFhcR792uEFfOoX*z3gJO%1#?%cVa+gmR9j7Uj0#%_k>&pd zQ9XI>NYnTVLelqcAAbbJoOc5}67NP$JH4q6I(NJnz*={mev|GVv);!g+hhjRHMTqw zUdyl;m?HX?^p#Ln906)+70RT})2;nZJI)tCp(eP&E+@Bd74dSpqgxm=O~LYFd)Oa- zs%^JN6{$d`WgImL53%~~Is2b#zVidMR^ki|#Sx7Chn0#)lM?@pP*gwxDt16LNh1}*dJ_)oALQ!w*_<=|fs76W(<+UGRbD5$TMFRD3epn{D?E|$xCl<_&&W7Z4o zZBGrF@QyiU4}-J(0OQPABySt~7Y5dgHI=hwQKYEX1p9=cOTU&eR5cj9pZz`DfEKBlP zHoZ#%zDH#`nO!iR?L^3CD7Iz%x^5o3zuo{n&z4k?;>ANofQ2tagcqXpCy#d*OG5db z<|g3PfjEY61I2v#wI0RgbJe;-CmDC|#t>>(#nX%S>FtHY$r+!P3z^x8^@sWM)m{@bq?>;!HU|L7;}KThVjBqDtE=A|{i4V9Xfth}=q_-o=2E=ec@0X$qpAMG#wap= z4MQR7{~C8aTV??(7GuoP-yW-*eP9@j8`K9yQX6PH4P++8n<-nlc>6^L@KS+lOA)xUfF3#LqXv8>>A_sZUg@ep4z1n{`<=5<-LAdwjuZg})f z13_!DFAD5JR`e>GpTArzlw7dpZq?P%fD$wW^FQHD7{_NSV z9a5w`Fyr|;id&XB-tMSmx@g~tQ7WBcbhkIf4C4m;<@2i}&ppr9N1d9TU?N4h^Vsjs$JDPDuFxCL= z3@T!E^r?Co`hvfZ@~EP1oSPXE&yB|1ke1X+??$a#bKKravDumYO&pBV1(SIz+(IhQ z6Vq6Iw@yb3Oy{h#^PH~sr)<-~w>&dUO)k+JTY*cav(OC$&@Ei84KTNU%_={=a+ZN4 z1W3ag67zc}`0PjE_%F(r9Kv~mVyjK;L+}0hnyBYwzPxR$Ib>z2ldvNbI+xjy*kp(K zv9m?&QHbeI>0 zO?{Q>Y1RK2^?V!EINU1av#eOR>`A{2lkfT0y1XJ((SSSJ5v{U*FDB`4La__FpwTM> z=8^H9PV4V_c-|oS>twU{r;UalaXTNR+2mclwA&!iEKmlT>)!7?uFONavlkHJm|p6! z+Wc*g_;ZcX*9+lh5R=Dp^J&>m;=lWgJ@g%b$D0Rhrq}5y09!Sxg0_M-5>WaC(vrSi zUH2sizW7c&i>?SUh z9rGH=G>#$lt<~$I9rp+*;@+&?*iNFy#$fO?Zja81(c#V1b~v;D87zRwnEkh3!c*N| z4oNEb*jpSPBL#CbLU+V|mt>A_`>)-0TulN@%8#EqE9d?xmUTgUtN1Y7hJs5H6{l0n z_`^uTI2HOg9u6jqp)h(2`$c6rtts;v4juG72kA&Z97Tl+hw3Rkq2ycbg76w_*a>G$r*R~wuie>8(+)raQ=M6t#uLus3vd4 z++Vv`m$r?Vk+23_wnyg*}JoF$wLd-1NKbKA*{m0nJ@cyMkLF3N1o-aUjwh) zGX&+p#J2S>T6(yujJM})c@7K&50meC`t&!L4GAdUi(^*e;{x5g@NuOI-87849K2-g z7dumZ@{nJDY%>?N?tr0rU+SXl+W@H7z|W0!sl<^gez%u>1Hpm;mpWx$tZE+~a1F{!S=~j107Aw%1mNL z&#d|EJb*!+MJ$|H0YK=;R3C*A!ob~D-|6|`@vK)sxzF(fPE+Mr*wdaOKvL#8RjfO2 z<5*CWe(+d?HMlleoHzoD_qDi}F@nLzlbelon;x+yPmaqdgqS_Y@qV5lLj+wm-Z5SUJ@ z?((7are)Lx$^(-Vm!d3PJEgW`%-$7}?FE}%nw@>zAi@N|?y!oNz(Ssn2fmt;H8!)w(Ki2^sA34O9AQK{N&Frla{ zY3*DOD*m!GcdnoNdp530v)7HSzi zmoGB7lM2*}HN?TN)O3%Ur0LD^5-@)9IC6sCQ)R!_(Fb9uH(?+wLotwGYAFuv#Uc|R zN)F+nQ#5$KpD7j!8Zl@&CDTWH$88${IjDos513c^JN)S33S0&?lfU(BxmA?k02k$v7kcEv*^a;%R|I_xaAGw{28Z6+9 z%?0tnlGHyuer@bJeX)w$^Yn%!fx)aigO3B6trOa6)(>fs1ejcF$QC`l+p1hh69bZi zsEoNL-TKqEaOkODctf_jVd9J73fJ`e16C`+WXmKn$+uN|aRmHdlINz{b?zm;8+ibc z$##+U+aBgKsK>dlQ+=2{gtQeI;+Rw0G^ARb{`%OE7375{7%3cedm8J?(Mz)lY7W{%6pV*tsGVzOqLO14GvX9PHrHh+Ow8tiX!0U_gMGYSCLi*?rVXz*yty{Uy9id zf^Mi&ldODvu8Iwgj=8sE5S}cpEK~u(l9S7g9hs8uozOKcg$%`nt9k1(mlCAr%pUlS zjhX?k&^vRGf<9rZon5Tw)nD(^bAhQTgE$DNfJ^rzjdVV^$h(HoI1+vxN2!mVU8-2J=cpc!Hzrg%L34VRxR9 zg`eqBMi^9HI$IN>$4!J(a*V#yq#yCRr~4p&312JNCf?Y4h?|%Rrj8fN50FuaDz>X) z3pFEy#+-ZUZO@H*kf^&iLIoBdMN=pOupE21Gw5zSR%0Dl?3^jrCXJru64Jj91gFa- zm2G;Q-I>mLH`E^wF481n@d2oa9f{SWy;>I?jup$qpuj}%NkngAUBcRgp&qMZgg^X` zwSy^T#}=-VO;-KjM=7|}TH1iw;AoGnsJE!>m{jXgelU8w{+L3JofuMmEAX$QnrC-g zv+X_}cM6XXqJ#siru$sa^~xD+53VJCBzAL5hde?RcCta!?+zR|fGz3i_cII?hH~vP9(r&;~~wC%^|M?k-7kCe19E&uOcCMrqEJQ!q?#-)SIR(J@C{fEbH+ z+YjqJ4u=rboEx|YoWC0R)OnW2icd7mYos@BKxx1xH@fqU;Yt^6!?1<@<369J8-YW+ny*tkwV*7MZoe(ooh|&9vFX(J%-MxHdm#Bw-RLTm3 zl?j7HlaLkY&-M&{_xh`^8#EToi_T^q7phPJ3Q5e&0^aG0HO(0|&6cO6WofNKA!WH0 z(?1j^nd5-(aq`8j4XF#4?8@tLEEoouZNrz3kT#*^OCJHU9#J<6hw0deHnN(%TY;(L zn+2iPitW)}9UXwW!~KE{M=q}!R<=N@EhPCFOTdBe?}4C4$-%uHdd-!t7ny|rNIbSN zANd(=mz9Fx8XMUw4zjP4R%(r^KRkB~Id1K1V1PPva*Y1>PhofZ??aNHu7dwAvLyQddJ*tH?^ge>?gU`}|J%R+QKMk>H?TC} z|LCg!|1JXlkCU8Fsyr1+8^BM?M=uhBON~!F75wE~zy00^t0eqv^?(UKFS1njSwkxDx?ocy zm*(5TcF`}DA`e(y!%OX#9G^Ej5V%ca`P<57@afEMfOz?hI4oB%WOp_G3B}pC>&oKl zD?A6)oeWW>sHAI}BRHLGzvR;^x&R_9nB9fY3V%XXE)3{1XM6iom55sWs4bx2zZ@ni zc|Llc3h~1YsB2l!OPT391(|VHv?!o``n%fdA3OC)%ZSTSX>xJay=g$J;%6ech)zu= z{O7RF?YW#+z*hZAMziHxm5PfykfQDgAYGMW+R?tknTHOs~NQd3sz1A zbiK#L6};d0K|ca70}+AnGK{}Ed$9xM6la7N@8d={jx&AWEtsOpO>N&O7fy;P`|2`9 z+N0rgks z3%JSf3or9wEOnpAJN7Q@*F$F2|7S}PkfdU&iofaqb|M=^k-Po3r>_!`a(Iub-$1%e z@BJtBGb_|d*NRk8Y{iPr5pk8gX+H7*9-)_MlJ3KB`F%K;1{UcnFkhPc> z%Vsr|PQ{Zba@~_9?~)e#zo~BgZ~p%umj8A2iJb{tq*&`CJFvZ&&;R~)*8YDFrMZVT zsz|T{Lc99KVZRG|3zr-3*L}~!uMGv^05v*wK}tSq*wZcf@}c-CKvCT&C+*Aia}7OB z{S`?Nd57b!Yd;ZP01wW879*?YL%YTsznYwN%Mff<7heR;{t$p|^7*ApUB5#*kd=Rd zUc+wpUj=8^ZgjRPvcuc|Q=`bcc%-f$E@5g&WYqt4+W`J&Y%U?vc(3WspnwlF=6iI8qm0%b}2W zg}!WVM7Yu=s;rtKA(c94M_If&5+i2@D!uBWRBmh`jJlR(b}IN{g*=C>DHb^#N}SA0 zluT<(5G3}KsG?~@l3ewn!5TuzRm>b2FLBs zK61Ex;^L^wNl@nlsDHFxDg#N!uH6bpB<=oXu6iUyR)5KznttO~U6TCP5sbQJlHcQy zSqB~W>Ym<3Zo=<*Pz|AA7E)}CC7~eZjFT~+x8O*g^Q4G|)i>SdVePyx#E6qCn;x}? zw8+{z0qK#qM{$v(5!fPW0=Io{MMB2cx}s3t>Qv$L}@$#TuI7pFezV1R8C5HapnTfbril zPJ;Py9b6E9h;eiprLrr8HRw z95Dy(T!<`%KzaEX$QQ-YU-bjqNoUZkaKmCkrOZdrMrp!XYLL4ZwPE}X($+LP4rj@m zb9$WZ=_E{D+l339tuMaSC?hhyEJ@+UPw+pTb|~U?%pjWN17)mWdYn9Y-~5y$a@o!R z`+s37<>>K?Uj|dRa;*xx>+mcEkt_k=ZO(Rh^gx+pw1M?tJi!cw>N(ZtJ07qaV!9t88*A+i-WeG|P|VrXy2>v*&*>~CFH$1^Dp8L}oEh${y(Ew*&cT{eZAbuIy^L6;Aixqru;Ro>h-iqu@ThDFT)QPPoZKCa7x34ogR<>AU2ETOa`mMMcA@~AV8aLKD^U-g8>BMeXRJ1f+Imb zuos3>kM|}=pmBncr`nNox^0~^$?aNv_k`CM334qhV6=YGzk_agh8Q}E>@gWSh%@32 z)3kthNk;2ck69?qy~Cp6p^~^hd#?1kC~cH0qL-&Y*1s#B0jdO~N(=I;RrOshsN9Dc z^qKTJD7?YuzF6;ge#9bS)hN-ypJ0HeSKJxC1d$K6^O0nczyj zx;dus#Kwe(nn>^W5B9Y`U-m`Bmo1d;XShQyUx8xI;U*X$p`)C{!^?dIB3xuy!x{Rr;fF39MFhsY$tH`4SQ0}6Y753 znhmh;UC9N?H@s-n2X=?`zgsT9W3jta?^EN-z3sx1V_6Q~mMcSb=QuM7P< zHqbx>tN_I?H7Ihh-{&*^!~6w0N!^&@GzJPTvOvB1O|3alEqG%aa>Z@ve-Fb>Sju z1`O){xAA(q`Vhc#bQT*O+0`)_{&rqiwh(UX13`wj`>9eWh3PaYBB6fJrS?uvSqn=3 z(K?R!r5LN2ya;E?FhVl=cN<@CC(Nn|t3RoAaNz{0w~mlQ#rbvan1iD{T>p5^DT`wu zqya%Axy206^&|GK4^OSF1_OgNE$L@$vdXLXQi&%LPR~(eUm+Jrt&szz zAaa4q&V4g-_^@R;ZpS>Yakf+0YF8fsbR^jt9{I#SE+YKyP(rBzL0-^6Qg((r`s9f~ zMbO5!&IB)`E8H6vhvd9$KWQ4-i{aD}Q9FB^pL25d+HwRx)hp2MUXrKd@?@hF!k>4) zT8NQ2e!M8Z#Cj$g)IX&_985^EWS^2=lkPP-dc0Te4`6)od{gpS6DO|~^%}Uj&T0A_ zW3Dgf9Awn(Ojn?5Oo98k=7VyW9s+9ZvI)OjNXjlo<#0kP%ApEbyv)d>mQ`-fUZbsP z7_?6-p^||cNlTo7Y9aJ@LxfB;CywpYB8` zM|V+tWDHA0s8asq`%QcMqpyech6s%__G)z~+@2M;Y<{6DW2P*DD~LdBrFXgYD+)Rj z+%Bp&vQ%%p2GNwHN+fDM$iFOnVK_mGA(;(zZjGq+P*jI64sR~0PWDan_p^NE=^sdi zv6B-rM-%+bA+XYO7K?+^(2PFS#6vFT%Up*D%2p-HW7cco3sTe6Kg&4^{N|A&H8PKs zA1ublBWz@*3$$N1X@f*$ON zWN*3lWyoWmo#jS*20nZn{vsh+XT-)Z%L2spbcpM|IgPbebTI&E2^5%O(aQ4Q{aoi0 zKS9AxcBdDURX%n{ogcZy5R<>~U0RX&=RznGPw;DDRLuN3@bjcx){R$t!ZRFS-G{Ig zr2&24^Y1g+W>axEubY%$@_t9_lI5D^U08!9c+3fFtS;W?tz7hoICl6|N(|KAmm0_o;7`^Dkfd_{1G~`9`9~Xp4hTNh#X6+|Lvy(TkK75%cla z?S9N~smpdxO&gx4R}SA@*tB|u$aIQEVg4Tsj=)>z_~@|^OvRR~W@;QFe@s4cJ$hC5 zCn=U8x$jrj{t0XL-3R-FGG8Ag92c^#_FOFEl~%#sV|Flb$7O0hBx*+$d_JVDikzSoj;2Y*vF6P1N`9dtdnxH zI^w)V@!tT0J7bEb5WZzDXXVPdiHE5Z58pShD3q>ePQP2d@Tve~t2g)Ntwh5Xtps<( z?_Ja6w-Z9~3cgf+w{JSYTn%N`URovy_j!V6={0{g=0WJr9}Mo=5ys7YM=QiAIPG5+ zgBKs0!i?vIpVXr%Pc45^>%q8qOlK{lHyjHj}$rErYOAm7BM{h7s;A#cU zzh9WIvOh=qxjlb!g>0UbKY*Wzby_dQ4}C6KtA`Cj*fXCg(k>$1jG#zQWQ4#j$o@_e z9M)~;gTz*Lr?)y#th8K>;w9&PoWV&rsQ)Cx;L}a7WNR(?X(526FJzYwh>_r7#hb6xzg8y$M&4f-B$LD6*n_Sb?uPm1O?=dbjni_~i} z5wi!XORy(>SgM`yR%nxN?@6^MJ2}77FHiO}Io46K8jZ%^D9UC*C{K3;y=;Ts#ut-e zyY_^1NF}YjdqNL=p5(h7-NUEHNWz%p zB7lIKO=bq6w;@`dPPM!RjZM@d;)9FVY zgKF%)t#uzN8ogW}EqGTu@fE=5Z4|8LCaW$FzZiIqDnH#S6aFW(u!#rUs6@c#UroeR z4vxJIVd=r)S@G$$;^G~SuFEm<@Udz0{a{CMAwyW9S%|q_@U}}?9RoLlju7hMW7w25 zX5JwxI!C(yRqY4mPIOdT1c4>jTp0|y2{&Vz6RUJ&2o79?ekSMzK)D%DO3iX&)^cOYLV zxWWZfuF_k@;tlQ34otiY%^Z*6chUNm5G)AU>}8#X_92KQv6rz|2b3}IS(67F$B@v^ z39xk==XQPvL(c$SNxO@nr?SLh;G-G^;uf1q%Tk}~d${W(xZ{?0Yw`ww$jrlXpybmN zboR04x%=2hGMe{+BJIxNqYr@iXx*mrZknq}r2AogEfcltkYGcTm_C<`+8OVsX^xFJMi=CcpG0>F&hS-{-sRT zx5zC@TVL}Y-Dz|HRVj>}x!}=rQSSW-f1%n2`h?#*?UQ@0#=_`I2cti_!mZ!Ei_q@M z-}!|)-Du9*QxHn2K>xWt<{|BCC_)6?`&tsTgG!X{ z<$tIFbK+7}^sfqp=_V)o|7sJ*`PDM7-s}?U_%Mjqg^tH=HNPEUVRjnMd~YFko$2Hq zL{%=TAQ%sW^h##Q(QuAL8cu}pJh9;BFhb^;MU#N!UIwxsgDkHdMcjJ=L(;KDePrtsVC`m2&F!q5EA=r=77cBfUKML$8bgw+YR zRy2#J10Z{kdl~T$-$L~Sx~Y75?U!FaRe7C=3Ez2r>v5F}Bd0nLY9UTg=5T1DjO(G? z!@CBmH)B$baz-8#bH9gHRhD?1@qQFAX%0&<}1aa zVDLH3tV^A$U2+Lx6nZEMf6Wi=AK3W(Oc^rJqEYY)mFml2p*Ddnf+w5iy43X-XS2+p zk)g@4)Rs5hi?21N!jIfj^YGEev`SMq(4oXYan%PAs@+#%SgE&*Mt5JnXB~b0Wl