From df426db9f0f543edcf4b2f75d49f4cb3c4135cd7 Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Sat, 9 Jan 2021 11:53:36 +0800 Subject: [PATCH] =?UTF-8?q?Create=20=E7=AC=AC=E4=B8=89=E7=AB=A0=E2=80=94?= =?UTF-8?q?=E2=80=94=E5=9F=BA=E4=BA=8EBERT=E7=9A=84=E4=B8=AD=E6=96=87?= =?UTF-8?q?=E6=83=85=E6=84=9F=E5=88=86=E6=9E=90=E5=AE=9E=E6=88=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../assets/1610163467782.png | Bin 0 -> 4101 bytes .../assets/1610163538402.png | Bin 0 -> 48950 bytes .../assets/1610163998069.png | Bin 0 -> 42807 bytes .../assets/1610164248560.png | Bin 0 -> 18261 bytes ...—基于BERT的中文情感分析实战.md | 13 +++++++++++++ 5 files changed, 13 insertions(+) create mode 100644 NLP通用框架BERT项目实战/assets/1610163467782.png create mode 100644 NLP通用框架BERT项目实战/assets/1610163538402.png create mode 100644 NLP通用框架BERT项目实战/assets/1610163998069.png create mode 100644 NLP通用框架BERT项目实战/assets/1610164248560.png create mode 100644 NLP通用框架BERT项目实战/第三章——基于BERT的中文情感分析实战.md diff --git a/NLP通用框架BERT项目实战/assets/1610163467782.png b/NLP通用框架BERT项目实战/assets/1610163467782.png new file mode 100644 index 0000000000000000000000000000000000000000..22be972806f2d7ed609189a69541fcb4e1f03092 GIT binary patch literal 4101 zcmaKvcQjmE+rUSSHYB=;#7JTEAZqm9Yl!F}xH>b25PfhNVIo>$Mh&93D1!+RVw6k> zGI0^zV3dd&^&R)FyS{h5e|-O(b=H2K{hWQy*}whUJITyM7szmx0RR91_4TwY000Uu z@_hguE%_?*KqeLdU>VZaQnw04ZJ>>PCYO2o&Zl&(3vj_7-F+A>z=n+gWhOmyuQE;@ z!2#E61JPZ+!*TVc>OT63&L5axGK0f#v!&W^ z-StP;Ett5G)xPsOTg)ey^(fjD zN22M`jG$W_?>SpO*!g2=K-7vFYEWwU3N)=6!bh62G*yl#vM8sW9!DV)HsDAxBOjsw zybB?Lh5JYBD@?NzG54 z2UQIH^(IcxG*5oXkmRJKbFw>Xy3nVJpPLSu=`G8TRD>?jgY2>orL$A-X$KN>G=3TT zcWl!FW=ZX^xsl?&z(fJKk1MMvLUB6Z!BJbDKm*%2qKyn&^jHQsoeD>uC#v#~Q32mP zHxOssaOQgq%CBS5!0E7s+umC55~FmN#5T42vU2OvO}y{P!$5s>=YDbK{YI<+e=&g4 zP3`GGlj&L$MYH;dnQ*9w2;T^Os|npie~%Mq@X&4Z0$2K+CV*Pixy!JSdionb@OUh# zNd$)>EeU%nIfSO&o$aWkH2_5%)n;BL@gb0C<5(+bA5p!k1ld;~icVWa3XnTmRG5*v zlQzZ*)xBxP2E|?esw43X7lOQ%hkk=OJjDu^BO4|;Q00_s_B^lZ>TlCjwv9X&5upMD)#5wvY)-e!6%gCZ zC_toytqu^Bhtg{rvVKi*917CpbcZyiwo7Pc(-bg7HO}6RJ!0k_9hW_N2v4EyZ_th| zduS8pA^I)oE!z{@vG>m(04^N>5A9}ZT*_&zIQrY44S0DL#@o>X+{|*aMjlnz4yMa` z8H(YK^r`POR;!GcBdtP8qyLz=+UQZv1`*ZJfxF%1N~^6yB};&A*=NF6n3Pc@M@0FyYkq~`MA)*>E+J49LkZT6DmK0%Btwn4g z4)jD~9KhQDShIlEuc>Hk=fLI@iovQ@X1GSIumoRtZNH;$r4dZ661E(G= zN|h5?#B%5G1YNUm`jul5lO-FMOycp+V7H3cGg*^*^ypjvcYtK0ZXTO;T~ipXw4vBc zdf&i_{GR5KPsY#!jHV=cW*aAud@jWaD%Ni}utK^= z-eH?Y{9SiO-eZ$R+0Ne^l{pG9rttk|s?9NQ z5jE)aX%x9M^n`~omo+S6@bQ<^88RTZ$yrPG^yCBu8*=Pc7R2Fw*u8i7 z!$Wz%0ESg+fZT#ciH2EmopyVEdBIX* z3WSI60>gtFefix^FZ$)=K=JW|7+6!$O$M&QTVOS8`^bKPUggXlt6MgPC-kZG=QYsU zsbN@t%i4kFH_gWigv`t(y*)(lNAk$r*poz{(7EpX-cwVRD^B;r)`ioCSou?%oA*mX zH$pnuZbY2~&O{o6?$+K)*X94rdIwT7*!FXv>{XH1ez0Aak8@`s^#RxCyc*o=kdqp- zN2={>6)l}@SBJBMm8;I5*NrL}1t=eP9Gux6GDq4wg#it+hs*xj<(3D`$C=kCJ8i%sfduKw@xT=P#3QRiTsh3YHlGY z-P(D!@59%OK)VrN2yp=E#$1Q&1^O`wb6Jl*vjlLwl6qalBx8VN2YT=>?I}NuIqj|U zkWPZkSd={(9mFhWYWVky946HQ%$MxjL+|C@#I@)k?KU=A zSR#%Q;)1-HI9RWMuhMCHtIJ-r4ww^6n!JU46U#louc+|T;J~dPSij-@ z#xK3+M;U$I-t#t{DmTxb9{9bZSo3l=Xb^nD!#(>Bp``h>b0$Fg=zuVjSCFD-Rv`1e zrp^kQ7NH*Vy=&IzDvY*ek08BOymdA)QIj{sX*r@qPoDc^NP=oEP(q22MX3X2aS-9= zu?pgltkT0B%?(}fb5rpGGvNP&*?(0KA{x-?$M*!)g^649eAwMXyx-m%Un4gb)Te_jI9Uf#}U2?$IG<0%36-0$Hd^IJ{l*NK$Ts z6V-IN0ZgWj=H#r%<2;JUbWvYf2*epWcbc zThfdvh>zp&g63+31>=)B_D$kpj@vNw-~8%FfJ5O2C=J}&8x1Uo-!&I(kPE@fgE zm3m}&&%@T*&P)B9sl`A>3U&Wu@gL>Mt5(mXxkFG-xPxl2IrYpX6-9m$Hfw9cx~plK zFQlM2F`%u}{X3R92~%GKnkfd&`*Xwt)U|Zt+-lF2m`e!d04&8+Fd40p*4PTuu@2>R zF1xApw-Kbwk$33a4Wp_Zh_D&gQF*hweQR3AV5z)j2kBFd}Q_s09KIcDd zB#WB_(ypX970GC^HknJM-NfOR%d846JXig5i36mBT%?%Zq$k+5&-oT%vhH)P36qWZ zGMTxi4WOBge%B;JC0Y}1o6$=#5q`(gPh)I+Q$C$~bsz&AkPmiUv;M}hV;k=$gKd0y z!fy3$I5zbqc_{FINcnr7(h#SPybF+}nDWpqiPe1Tsu1th@q5uagCb6XMK;BQnUZ-}Y?J%M-o5 z9SCq#AT;&;+pMTyyZcuBD1M|l7Dd{#rSJPe7&-Cg3737gJJ;}1g^>ry+G`KL{Lqm( zAJYovWbuEEBI$1V9~OY?FQOdtTg1l-$w^82MEh2hw~dHm1&UNY%@APg9C^RyNu-qg znN7?BX~X>^ecL6w?MAKBn)JxBk0%cNx$6HTGHQKM;v=#QGwB=I?-YF32J_dl56NEH zFK!E0Nvxk{5T|H`YIT42qwn2WzTQUgxSfKv`mnd7kg_2g^_~&nxzKIs?$DSKFg;#I zCNrej`FQVJ6YHluyY5BfY~^9(&g7`aNz6gPj0dKCL03*@5oU;+H~_Eg_!gjD z_V!Vp^Pg>^4Qt!@I%5rM$F^tfRn8*#?b3VN&$$@bOw1|WMPWRpC{ix5W0JU~P#?Vz zzERASdTv4EH`R@foWAxoa8t_$zsI#B6|g-pJ28l!JOp$#PHam2MhLDC8S`>ER?n|2 zl@jt86(gap^n@we+k8>O9usy6`wX*K)2AIL4ABSvAvfkf*GWfneHjnjO-Pv7@tsmu zjT@B<>vU?s>Su{jnpIY7RjAsEGV9{^hAGy8@(~f%-Svn~X{tr-$W{qk;Shg{mx(ec z6@j_0ASZ)E6X2j+^g*g#EBo;7L>i#)@Xf-dD`VMPDjU-hRIt)N8rPX_rTxxTO#brZ zMO@0L9M{js6$>w(-x)E4Y5)vex>eYO(wnaY)s(?RTB$kwRo+G3t<98#xvfyyKIF+I z|MUD&n3~Q=J1#Qy4m6d1Pi0deipU8d9@P2%>0!9M)+XsQJs&16fmm8 z`qRmw%6-OJs$yV@|J?VkAJuLiyj-c?T^%uZ+>uI-ALN}bPnnZl^7;6&$kUSOXO16C zpV9m&K|G4N;(%{DeX+NIW^gyHw!t^Cgb2%zzpO{TcuHI6%DROf2$SXy5f;*6;5=YG zz1{=zRchzSKii8YHQJ&QcnA}a$0JO_x}LhtEOsXN;IoG01CuA0%5L;=4WqKrR!iRl zXQ!6-1~B_B{yY*xdRr7G#|R%hPwe}-v1NhJM4JC&^FNiz%0>zWusB@W zsyuZqtnFjdDC&B3aTb>UpFQ(1+eNC&Kf(XoMaQ30S($)6rbaX7$j5ttzP5>0jfQjV Fe*iKt*>L~> literal 0 HcmV?d00001 diff --git a/NLP通用框架BERT项目实战/assets/1610163538402.png b/NLP通用框架BERT项目实战/assets/1610163538402.png new file mode 100644 index 0000000000000000000000000000000000000000..783fb4db69b51e46f2551106de7a38bd8e2b042c GIT binary patch literal 48950 zcmZ6y1CV4*+BRHm+t##go72;_ZQHgrZQHhO+xE0EZGFAF|NHF5A91Q8tIo-+j2l

M=vi!6bYe?E`g!JXzps_X6N|sS6h>KMwHTqE3 zY-1K&rn-}PasBCN8^d3RnMRpm83`x6C-C(yF1<3UFz-KAk^ol^dBXGWGFR zvEWZ53vhoY7HkE651RSpP%XmxUzOzeWPiVWdQP5*H`|>nKmZ6lHvq_ho8z~guTOhb ze?rKB|6Cm4+b|46W9KzJKAX-&VR^^Yx-Zb(uS+%fuB`v}3}G0F*r^j&){3q#9>GhC z?^o-&5TfwZ`cCG+1bvSbH0uAi7GaoY)LTpkFsLBnKi2>(rR+cJd=I<`kD&hNb`U}# z57GbJzuD_L_WeBmJ8ZukNEni1@z821@XunnAV%&&|9nCO-2?gmt?gE`6FXyjwKv7? zZ|VDqZqo(V`OxgEPtZvq;f2ZJcoz7)!T%uawU3e$)=>S=7QYALF*SFGGdrN49h>Ap zfE=&WPdTvV9!D67930t`=L6@5}WH0N~2vKHcn& zo{seiJl{BPv^}2K0s%f(t~bwoT(6#bP}EK*2Zi10 zUY7loNy7TvPL^>HKN}G0W+3=M_dcG4-M&70-?kAtuRjpC-+&;mJ^6#4x(WI{cOdq< zt_O5?p118)Gyc&dCX-hZxow6G7tj@#%Gt{HFvK;)wikE*&(O(01iml`0)7jExdT0I zyHYdE+Vt&tbNvlL(Ai@fi53v{d-{^VnfB-B(f<8&QjsITPj(}btT(dfHkJr;WNYOQ zt~Dvt{|P@Vk6g~(AmOnm%c*V-}6RqkV-K<|vY$GqdSW#$V$ z=#5LDB*j1UzhbQnlFJrRjq1ePgHDyVmO2 zsoDu{>(+e>>f+z-5m)XZ?BC2$%^9}${=dyb20#)s^akd@OmEnBL1iZ#UJ8#kqWs_i z`52iBQ#{2N@n@*Sb^Yi}KLg_SCgDsz zuv?9E2=2J~0AsLvzQXQmBiwpVvZ1QlUFwAP1Lx~NmGQ;1c>WM?qvs!c0@X)ezXJs@ zg{Rp;bfbBN5qwaI#0&)F=d{C@-*8$5%V$2Evxilt2vJFGO&VTx-V5)FPcm1%2Je{i zyIlQ6C3W5I%Q?pI-{9}h;+D#D$bkJH1cHc9B%cao-P!T|%!BIuV7poVuq7$KmN}H7 z!ao56OF2rK;pVfLRkQT&JUihb8-H-WM0xylduRgp;+=dACLRB9SAT+a_#X}3^sBnx z?Y*hrtcVjB_%gTP`XVEA!*#-K`hI=HQ!mtXM5+STa+%)iSAs|uItV~?vR#g2);+%plbSm zkkj6Fw}R*8P?$iZsyj5p7I@<89qqAbDmTbf`;P5u690q1t=Fy8|AkycP{zr)yP*G0gzSe<$o?M;7JNpe zRAv-J>;*yKvD;Ms?}IUjc?*A>bbLRY-=AZ@p6yqH39q0(&uTu;S}Xp$J}!~=#BYlx zkIaYv&V&rWl(e$prtf*bvtJ7QpYIJQ?1y;VkJC(J3h@0myS+Vg@A+TnV)tD^ciG_$ z$`SvOjv(R_Xri@gs<~xpi!g4n2_t7&F8&KJ*WwrrStPWO*6@KBmWB2~wl4j6{J9dn zN!~j2Lf)e`KRMUpPoVIz)^WoJTJ$$_Pk=R;sPfaZd|EfTDeV?Wn!Ct*3|hxN2? zyV-kogq97NkOsW;k`)i5FZm*!CjUI-`;8I%WxG{}7*jZ1>N zRV5HJBMb+JX3$}!lXi@D9JH7)qh9q{bf4Yj>hek*$CWdICtpu6g{LJRcU)~Vcc!tPV~aw4N-A)dx@LjNf{oRd9o8ZAPe(tv0YW zHzMz?&C4OEKYgBZ-4Km}|ERZ1eFI@CfLyc=y8+O4IoGH;>w?MzA2r2i~ z)E+)deM^6s0K1r6uFa}8sEC%MFMnL-(o?5sR0d=Jp~GEFXzfHOD9k7?q`eJ`~3sub6NhWFm*Pc8z6f>h9mZK~xi(U%_`KRTKXZSi9m&Re3s>E zB2)dM2BR$at;?bmBc%b-lRuO`|7;oZ9&-RnC&YG88L}xbbxjz!VJfTHymN-=tigUC zfL*luj1uXeyPER9P1S@j*=hd8;+OuF<;ig(z(x*~g2GwZzwXkz-wHUHZP?#%simS8 zO@!y7;EXB70Grf;;k@2j9e@|JCmQa%vVbwXSbuG-(sRHkI>v!ZalcMA!pE`nl$e|p zI}dnzqm?;JUq63qj&Z49!sBCEB^PZj2vguaLGNT|nj@!Q4)r&JV@p~8+ zDGLOtf%k8t!-;N;aVp5;(CIB}f@iBV6j!zrf?mibmV{s>j2|#s=gRr>t+#B)%qQ%T z!1g!Zqha2Y5pMpD5lPJ{;yl{j-CP6im2*#wF&?&N|1oaU6pjOJ2AkEJK7#i*Bwez(7DyE}mlpeDGun{Vh2T+Mdtmy`da*obZ27mP?1l*Satmzj^O_ zVHw^FVz9v+&`8im(FRinK~*#h{BAAhdCzy|jD&(8Oe%X}$W#{!6S9j{cKOO+YFf+I>ChY;sL(2!X+GAg&5mY#`bV3_ zA)A0dnDbh@5AAtmyzhaT9l~uTy;RRrQ=G}1moL)2a`hO!hf~k043?J2ZIT;{#@dxo z2VG9&+J`r(lZYY7;p%ZAw+fhB#dzl%z~P6$RB!FAPG^yN9@KUgjZq(vv@{#3mEFgu z@%tjqg^7|Mz!8eAa5Xisr0f&a#L`K^q%*U%5_4eq;E7cQtP-!9fo0gp3MP?XIk+lc_&Iln%N1^Q zJ|N^WJQ1>duME{YJo)F%Xj0QP2N!E#nLUL1&ZFAEK&*DAs5d@>OUhuqTqf^9bXUN0 zz~Yd0d~wZNhaOOocGn4wOEkl>K&2qlb87U*cGhLV3acfy`2p72f_Mgp;S;uXJf}hl z+PNW3>S*bwKBox^AP`rygz(r_!pvzS!y&iz2halOz^(y8a`gJQiH>&Tp(> z=7!KiL4c_e>5Vg{YFb93TqAYfmUw3x@Ty3};#7*|Ax!j@;RzsQ6Xy!jkT#Su;jBy$ zI(u}^B529euF+o!kP@a*2h^z&{iIIIk(`lWXeUG3DU4+p+RzxyqxZUIx7pk!en(yR z9 zbE~UN$l;ksIB&#TniPyQE;2yYxvsIAjuLL&5MH1)-{`p|#!^L&-39hZ%rkRDZHfCG z2I=sH!#Pef(b#8l5AkfOu*wL=P}TyWsrI5CHlKs5MTyk$+=>qz4aryHh4CeexeO<3 zv<7iXm3N(FynU8VNK67S3VFy1I~j9|*0@(G84|ggUFSi|V;F}6>2as48H+L<2lA@u zKrHd96GoSGE0&wYYj0+hO{yHaGqN0f76wW_FjPMhQS?FMpVhj6tq7cirsS=(WDcAX zVH%(8;RM=y&K|-HyZU%t(=NfEwzjb&!l?!W!F{7sCk+pFVI39Ipzu9^j#>L#W)-wL z23GLNoL8_Mr)Y4rHbOl(1Zg^MiC<&a&CD<|${T#_ssJkJjyBx#dyg?F0DI%7VS+0iIPEf96l!5K zn#+vL1nWSwq07{}jL4sPzHhwIOY3z-Uq}ry7OENWj5pOcjc;MtZM%GiLjsG zFyP#H{woL`akHRK#nl~Azjwc$cu@=Gn#u0M>+t~RF?=vcpOVjxFil#J#dmaHc^H|7 zH#Hr5?BGP#I!JnrpYe(mj&v(_7EF@hUP)26ZRIEj&~ z>msA-HhI!Is%(JFaF8E3S_YO>xV|(2o@@w+|hR#eYQYDg*|`g$=sPDQ~QZs-M9#kKODR@Pp>D17La zMo;q>QzVZWu!#yYCXOYrX|%moN*bx&kG!=jHWLCvcZvL{AxrsjN9NUcFP2r*-f8z4 zIT776z6|%6jU93*8K|-vV9Lh6epFbTv$>Z*k5J8cz&GiMN}H zTx!(N5tX!-*e36)2zJ8}|vfmJ!L{ z`BbLVyRh4XTxQYfg;$yc1)WY;XN?`xw`a6Qz)hSiIOL3PoLvV}Y4S@FOE9gUF46f$ zI5c}=Cqx3gvv+(tE1F$YCN-{{(8jsGKK~bUee)>V^yU<%5YOlb*Pg9_@`B4_zh6>* zvG~0Sm&aE$#cQ1Ry+wgKS;U&+m?o2tZ$`yS7uVP(MEX^4HAkz2j+1NY1<@Wkmqk)~ zOKJqwyEIH3o?OPDV1^ODQ7o463(KnXnEFudHhy)8c}^tL5GjWZH;G2m%BgGP3LSZlG}fwLri@BJu#5J+Vy;6UZ~S9d8^hax-+7Cv7opjs1xUUi8^5e_ zzTm(J;0B8lhr}LE#E&@%f5P>yDWlz@>wzQUt>ieZDlm69O0T!%W!`B z=u00wj!)2bqt(IfOCNFE&g!Ym!9r_oCcwq5r)vmS-Z5FU%3I3ViF%oKYj#0jK+o~L z*B*tk7=wvg*&albI&f-Pa5`P_Q!ML4pR49HsT&It9eEp&McP(rXicSSc;nr%-MD3_ z%8BVy9tiZPgO;zQk~dUj|wcZEf+JHUu@zPrN*pfQUMv18im-An_m;MhpH zj)K!=3bB_`H6%bYu8=Q;utqyyZfb_E9^>D4Trv&Mikycu5f*dkTPA~LuE*O6O4hN) zvY}OgDRiX{^@b;cXXillbbDHlLNR$_AZcfZqYPYf5D~_!4L32KzmWu^yk;J_>s^uW zAshT%X0)jZ*lxGXU+n8!r$8SOo(2P$@*J6&Nr~TaY<-o$Nh=*AZW_Wc%<3AY-sWo-+tJ2ygJtH) zcea@YJls?UIKuAONmF(d%o!-x=hUwdhKgy-peg>D583>CuuJgZQ)*~Nq)4-+xqHJ^ z#IfXtyL;6MW^jZoEbMBxEnD5piwU9;O-m%&IOq>uYZN9Aamjli8oKrNuUc?D=mU-R z3zd1%+^Q?#zZZ_XVinGm+etMW5J@~6w5dcbSRc0mBVn{)k^T0gR5*iGx3t= zq@0T)S`rxxfZ>h#RMU1#4sZI41=0gdD8ADvcGR)X=C-;}ybWg7Q{2f!`f1LP3fv7k z!^v~^>WSg2yD=Z?eRckY{Awp+j;@jyeD1{y&0{ZqdB&i*?P=e6RyQ`8QMTKgdG5^&RCIx3w?TCL{vDZQ zx_jpjmWea%I5NT#QZzNaTrCfRGvl{Z`XAQ?fJ73{)0=tm+%xmzB&lLmUpG+}_(t)u ztv9YfgxpcG&@@@`C?>nx%8y6V%?wIkzi9WVkJwsubuO=$Gt5BeFF&h8yJXn)`5s zFz2!EAIn?~|M8YWXO$9}Rdd{eFu{ODDfvDG!BA1uOMQF_t-;zcYb}?zM_8kTc#5-F zE8O+WzP1>gkN?sFCbt3iu@=_{>#LB{5L#631wn&u1pW1SN|Hi>Dwso zR%(;yHjU|fS%tsd3+Z4a)JQNj-WNuaEA5Fk>5OP-okyi`I^SRzvo9GzI}c(Cb93Pe z@Qck0ZC|WXv}vF*bAm4MZ5m&-Q)AmF$+M1+wssxG+ul&)NPFo=iRf32?D1P0iHM<) zAWG1rVp8N}{a=b4bRWe+{Jx8O_NHQ>YMb6%6oP$+26DJ%u$?qhSw7eDc3>jldaUFG z8O9*-1cj)zZKn1Iux5UFl^0bYPFC7jLmH4N3?@vx5sI4FgliKrl5mwpntKA&@S zU>!{+eM|-{H`PijN|O=jPro1es-vY3ycVY|&dtabC9n;tP``6xNh|$Ui|7sgE4dT} zfJU=oXW$d?Rd_pFqrf)zvz;Kds#OMtD>OWwsJbTN&9ii}$h* zHddD6C>vDVZ>95xd2V~TFyN3YNZ5FmA+tf-gt$(rJjem1?R&46vYqE})eLy)Kd+lyd_c=$-)PPiBt#g(SbOD-eFg37=Hy0dE)Q{%wI6X*lw=Egl$ z-Rw71{$r>NL-bsAqu;xefdJobCT(#RRL*)Cn!Cw5y-M$>Hcyu+axn$XzC$GCsY zL_q!!)si$N0XsQ_*sa4S63U#~+fTNM>@y%qL%=U(f2?I@3m{?G$AnC&*|D1PB$m+d z+Ro}jmbSUjKUq`~$#Hg+x4wON_*=w|MD(-sYb4OQ|6!&&uK!O17L5hABuc(MQUVm- z;=SA{v_h|l1;P-QTsp&+S3lTY2E`JCX5%o7fl%+NdJOpZ(X}NxrE>dc&xJeA(1pc9 z_7bokE7)Z`D97Khj9nc1zA*cPO;Y`2l%(ws^7~Z|y#ub=sp!P8v*_)I_A;9($V=;9 z{+L80ZW2&-4e5)@cHMD9!}s3G_mmFfzI7FbKVkO@^d|O53$02_BSA!Zc3b?LSdM3+ zBzC3OS(qxYB^KF+2&eq1E|?yMMN2T17RA84mQZ3N-Wauwljf1dZCy<FqIxjD?#+cs52WbN@Fr+# z5rmEY-27tgW~E=|%ur^}kBe|(k${cJB`HM^(h=xWyP5)CO$K(>XCE&{L z*mU4SKFShq590~!oi(ng>I3xI&b&(0rZQUXFwJnl$ST=B&m@(%={pTTpBo(0-%mbaF^{fo{`Hs-jBkCGV zUompCstNH;!kgVtz4h8Ft>}%dR1mC6X2SOdY*{rcCYpOTUTvK2zaGh|FN|s%FWubT z(yYb8(DaRGIe>M3$jTa8H9%Kcrs<&-2J<48WOxC3*zr=gsx@dPcPBzlnh9SIvGx?n6 zz;>pVM$v}BXYCv#s*cc9-VE-u3}74`s`k|)yDc`q8xGhg`RwJtf+xUxZ6cEi|5)+O zAG{(6Ifwrm*fgLU>V90#L;sjO_ou$^y6q(D3)|C&Hn_lB@~&~eBy9Q47^P`qGOpxJIa+ERZD%qo&9b3Uei72b|D1#7= z32o|i{xWw13_*;{vbT0$UhK4I)xqn{s(J7ijZN%5!^{Io#+bF)n}l7S{tS~`Y%wj!htB* z**n*?2RO%}zQ}1y7D;|1Z$MFpRqoI0JVJl}>^JiJBVo z0zfl1qg3zhf@_!@tr1Sq^U8aLb>_27mkwaqn?xHL(94{wxhUFNH-Iw|*+|zx-hPOc ziKke%s!>Z@xb955396j}0+R5jUHRv+lGGt=!y7#LvLy6;5t0@z{cfVH09{LL8xlzG zBP=^m-QHDfG*5yU8^ea9`)uF3#?*0-H&qfa85PZQ-Ncusu)TsH4zXls-RgJfDh%CK zOrQX0k^5}XACHHy6L!!vV0aI(E7?lx?pH}dIb8ORL)Mo^+38;*t=s^XZ*cF$P6^0+ z15becTP9mr*Q(LmdY?6~!jLwq?`(yNL6;U$gdP!sT*9J{d*CMS4lSr1Jc8P2Lm-K0 zs4m*T)|zUwwvB{BdTi-a*k5mH)9Ptf0e!Yrseo+KK}Uual?H6*ip#k|=ml1f1rbmZ zH8%(^LYofIj~+s%oc$v|Sz>Qs6x(3i98RIVI^YJnXL$1vl15aq^MIka{6f7{K%u}Y zZpF+uVsUBY>5Du6Zq?_M#{(NI+hr!7h@gZ>U&?P9csI(R6&tNax`oMLuUmj)I=mhd z0&H9vK2$nB>m$)@x7Jjq>KxnTzT5v8cI$IBq{YdR8i0Q@*|bE1ygs&#c?cSH3H}<( zO4tD*=EeFQ|FWK^x@t(!T-6D-#EU!R2e6{nx>1cEnt&hfLr#AmtIK|A!fS&1$G-BV zx^%lrvxgo9(3jvRZ_U8pn($)C&D_Ft%|>HUiIvk&bHlodY!LmBh>TK%o?IJ4TL4>Z zhAiI>%I11A?8FocM-sWTr-pQ!*x({`3GPu?gP)me#Xa}SszN}fM0$X=IdCckUVQL$-b@MOK6{CbQf-J<>(;K?G7hB#PUxmMQqnW6E{svJ z6Tc379q%u(+|(0Oa%-@A#v$1XU6V9ndhEWPr7^elI-SExQXr>|VOu;FM7}#IPl8j8 zi4wcli&23UeQ2g+Ae4LHh@tEzDBVYiI;l8DP0ic7nJFBFh^kA#TkFQC;Xb&X_2m0D zu48^p#-z%e+$gR)IOX-H^?64s+K^$CyTiG1=W{>&_Nk9O-i)s4m*=zM$<3<%Lwg;= zIc>T}UxW}?4wq3SQ2elorP!_r_&owk@R^R%oi%Ty2r-7%SGBJBh$a!Ed|%%qB-seq zkKHY@cL2{Lzx8KSNchRxFQUM;a&`0p(p>)aSGwvxtT6ddt{!+Tru_&)u%Da4#6+$i zMC6h%vot^f-<8!33-s_YZ(aRp^|T-@!X|cmV`n_odGb0UEWY>OG{pna`B6AB7{NyP zMGMem^z@j5;OH78GQlQgltV_8usz8svE0S0?JfD!dM(hNgI$mz^Z7XG|)t z>1wpu7t+J}^L8u7KTKSrIY2{tj8^rW0j=G8+B@39FCaC~KWOm&G&Sf%ay0{3+wy3I z`H6&>_I;(MuM6NxM1dTG+Z@=QUm~D0dVaKAduR&UpG&b@d&CiL!ZEekOPON`8~&y3 zf7#nMD{BoP_U+RPkDrTPswVpRQY{rFm8Je?GXJq zsd*Qdkh{&}fB!k-;rr@;P5cqs6Nv!Sdj0i*(0acB^6!6#5sm4Wjh5A+Up@=UR(R!}l9;P>`-FHULlM{mw`2au^^ z99yxR6l7|jU1i_vp4{<5D#&n1nj*O*o>fT$rYz)544kvtd35TZX$YdE>q~Df%`M@s zK`1SA&IIsRt3 zvX1UbAs!J|GV1Jeen9G|p&_xYRpPPN!EMubD_Yzb2V*(lJ2W;Ge@MmX`X(B!^kCC{ zcPCz=42tzT=_4+TO^t<_+j9_Gh4AT!5X8gO} ztSK-JNz)K!I1dHiJAjIu5;cYlV9*>83rkz2ezv~*%fc`nS*R_fUA~$qSz&0LoY!Y$ z0Nqfk(Jev3Ya$QtH{_kBt>pr>)%B*{YZZV&Gn=!fM9=QYj_h96qKB)=gk9Z1ZFEV3 zK02C=XC&440<}z#{X5Ay6X$ml`6fV$wlNCLT{gE2_J$ZuUZX-VQxE2Mb%I?Kc`k#s zOBY3LcXn0V#Co-0P#Ba>Fc}pGM=cM6HV>IIT~`!(EtQL&8cvokWIY z{j%{KPVj;D1kDe=+cQD{T;sOWUqS%53H1dR0Q53Vysr{`@OAeT?q7aAs&>gnp%vpY zZ1`H01qZ?zYDodo8O4G19Kmd*R#9sopEg9oyGYKlM?QX|2*mO>Y|l`$D<&g}H0VqU z@e?%uo}OUS-=F3J>eXF~k8tNj;nK4b;6xFnp_P8v?@9GOWZp?xx01=asHUZHtR?8Q z;ud^5Ocgd=fwdGctc|8^icDsTub$O#rOw8s9 zmxDX|3{iX(9d*|jIJk%Quy7QYNFa<$zn!+ARrw}4`f&hx+-cri6HB;_f>jf4ho-B1 z!K|iK=rutPOVuZ(Ru;yJTuxYPm=(@4EdIy33fgAeUAD2y8#~=Oa0RK6M4r&|9>UFn zDSyb@_VefN%F{0WSBY;(i-RmU{>pc~GSdQvYTzw)}*zr+4A+lqLZ!a)q*+f&i~D%~U38cq^!chLsXvM=a_$Dafyb;=^1 zp4mg~9qdT**vh)%y1^BvdcFC}Sb{(2I56@FPyQc9<|Y^<|2vS6#yiK=TZLw)uD(W` z2u+e>w%?cS<=5clBH`!ye+YcnbTKp5|0Y9*&3fJVmbIdiXCd(VxqePVz2Ee_26yi# zZMvSrb^5+hZQp;rd+ttio0L7z-uHxR_PmWSE~fvR@U_1M^dD~TKHaYO&YNp<&o$4p z;&Ws)elkiwOn`!vA2{%zynW zXK>~-E4BW>YaeMhiA)M3`{|=9c9(=8yu|F^gvc;gkS9D>urPoVSbe2ni&xQ@x{>kF zqxRR3DUne_ToQ*QH>eYsI_DMc9qj`Y=+mM5!`jjo$- zPB0CDEBTzF1Gz8Vy!Ocai!25|M2ZqPh` zgi!n)`g3wUw)-o}NU1W}LN@ZU6 n3+2@phT zyvFg~*W$P1p@^^hO)678oRLlhQ!7s@w;@W2IEJGK4$#zkqjAv`ho9x{lY-PblGUhp z)W$}O#v^VFJvA;l5ZdbC7Fn36DgROF;8y=Fm8?zE?O7!K{>w?u$o&j|EQYQJS|?~! zU4f-s{aSS#W(tf{r&*jM)$FG5#0do%VsTvyB4HHBWJE!xfBR;~&aw_lTKoaqjEtd? zYZg>fJSx)#vopqO;VS5p3~45szo_66l_?EyJ~$^t#_l?mDWEJwhI~`T?d*_3N$Lf9 zgvWo;hacBir5%tcF89zVsb|fg9Gx#Pmzz3YN#>b&uAQx}S{!7VA9t1YTXFCC%8Vw{ zDjBa0_)!vFm2`x+7)ClKfhNj06g+K#Upg|MM%yf3UE)o{=w_T2Exr3-;Jni!#*v^H zct%_>U8Y1>z5bb6U1QY}95rsdK%YmrnNJd9wsDbO+e~O`$W#=a+I8qH`akY}b%6Oz z%ek3{`Qo<8bVEIv&KhWQ%;_s=^~ccRu>y;L=gb;-{VU|k?f`TyF@kzcgwHZ6gr>+k zwxQKC4qC}snY#eh1Cl<@KKrNL^mKLSfnR5(vDXD^9gWXQWX}GcEAnlYc_Ah554KUH z-Ua3RJt&cODDlRGqXrdd8|Mw^)2Ei36UCZwRO5H4SX&T^`ZI!ghqz!Q>E{uSP0=rD zU_yPO9PuFwbHfG&gMc!%x)}A)3{e>{t7HaFRA|R8wiJuU^XBnUjx8@5Xvll4+onRZ zrl>DjbyWVY+k8rBmKnz1;0w0Tu|SqzT(sQ9yLNpJ6w{SYlc<`szkD^5eyEU&z?X|_ z+E)z=wOjugXHt4r$GDv{vh=oy%X}#PdC_h4P%bD0ev~ZAcu_lEPvtlNhb71g%Cq^E zs*>Qr`@#T~Tv#Q;)LZd)RC`ckBd5nz$Ptk z)Is%V*DxKQ_vOOVO5{mw21D8}Q|_Q${7ql2Pl^FT!d5_w#4lpXid*194c zR00Oc;Fnok1#d+_{dx zs8(qTFK=~O^v2DlkL;q)seZRh<`Roph2|JR*Es?0s!yC^vuw%j8aIq`of#=d9V=x6 zJB95t!hQV9()YvK?%;MccL3EF1g_HXp%b#eJsjXX-hWyx9j-Q~0iv-fp7!ERv`GJ)kBY(203$R)sN+XqyV~Z42eq*zdu^F5=o~EZ+Kc28Cb(Nt< zk$#&mpbYgc8v8NGA~7BFN$(70t<3z$Uk>E*y|o{^(Km1AQcGcS_-9-P}Wrg4y2gA#sH z=Su7(o=BBNDMwYVm2qLKp(r&PgT}eQq7fu#uF5@Ke-D0)gE5e@gq$)E*obYHeUc#A z0%#)fVDGeHb&x`In>MX%P3@Ltm&iG2yrdz&W$U7#ARF&lefe0Trj01;Bqv=V&bB$YN-Ti8+1i?KO^qf0FyZnrzxHX*^35~x@=r@s4NvhozngENEG8F5!y8+ly zlwX3%txMXx(df+!ZGEYh7G5PMR5L$D5wUbL!OzCb|(^ z8e?l=)J=O(7Ag9uITxF_UA#-I&i7v!thBm7-(MSO!c*NaC}lsF_<_3L$MlVb9aieC%+r13n*L=*R1j3Xs&a{ zlbh(Z$DGT2H;(Pbn!e@b8UL+Wvp=NjCoBD3OvXQQ{zfq4T=e1g{jj-jxvZ)lr_&U0 zDGUQ26GBd(hKBI_l;X_EQ2~yU!%$I;f^pL~vtBqr?+I6@yUGfG9$_$0O$u@jxYVa9 zi@=l8?ld)*mLsEQvX@^QvNQL$)ZYp^{+oPbPt(uK%8#!VEV);JnsD~Bwo5T(UDY*CSw4ncF5 z&1=!k`)U(_P)VaZMTJYL)eE1{d6LvFTz)J{Su(-lio)XhLQuv?os;oT5FdLui;WS} zqIxBAPeL0>qQ_15FE3a1npMYWjG6T6mKZ}W_%R&C1CwU8s2SJouFHSN3CZMh5nLJ} z&mUrlgS?Ydw7Ylwx9BcyCtASxp3Ny$yi_&3FkXMxPES7OGI|fZb?$51%;TL1@Li|_ zg!j)DdTV?Ke6^f(zLovM?&w$VaOayVwq_Ld4yF{;9DS@;R1FW-{4Fo;f0XwM$HR3C znjl`rIrnXi%XPa>_n64v&UnJ9;{O{j%wXFj8W~MnJ%oxDGa{J>JF62(gmnc4Rl^gK zcDj`FyIJI;x?Em}#7KG+m!W7^94`)S9%bYg@CQ9lxlWT#OfkVtpDKz4%iHatb76 z#DOm{Fy8l?q$FIT=uZZdiesLKBC~KB7&G-iRtSb95w3|j{U>< z62FEX*!Kh?vz=K#-&d<^J{?c=R8U=iCK}j@Rc!DOCoh7YyTT7-9WOBP8jf#4r!X49 z{DO-B*5e(iL$1yB$S44*h55BPQJWhpLsUuqTxlybbD}T744E{VigW)X@`HgK2OVE! z1lC^iEX{%_n0W!&P7E|xSREW4JG0|g)}UDfv~31Bfm5l7|%{f!B#&&QY(nvHkRhAPq8(l%_Wo-8c+x5iVV672WRUQgsm>5-0 zz@5i>^6jt%X@8tt1yF!_vhkuY_L176@wizPz)^ijE|=jvDXvM-#{wasGPkoM@=ns1 zG2)7A;&-0czZ5ltJj_KH7JBTTl3#sABQ#H<3!Hr}?8%oX2@-gIoWUmW9ErTKf1Ipc z>oqu_VVLT6NV&@yv#}z4-+OTH_v$u-cHCs@UvcjeiGZyMzz1jBzPR5!?=2j1KK?fd z2SzT&#atUIXKz~c1ie!C7Rd616u>&>TQVId`-7Px&KrskVvVk9-MVz?13`n(pgC=E z4@6fJTDH>OfQndpp;^~JMbUx6;NS~F4@tIeS$I3*rRvn_if0PJ@mhu{b@$U?|CPRw z#^_^j|MpSZf^k?%gWg)d_>#>lsq`ozMXpT_V41v?vT(NgMw&*k+6zOTU9lEwAJ{(L ztYrIn*;DqPNBSXQVK`T6r#RPoW9c+{?m_g34Hwj(b(&EM?N}imp%JBxkMU?my%n^) z0o}!Sa4fmPW55g4UEOKxD1;Npi(BT6*xs4+C?agu6}3H7U+9<_lfR4$>mVc2!iQ7>jq~`$Uh~mmNnlD1>Z59cMbsZ> zvx&&bD+Ms921VdMM~Nb_Rj8!W3cj@p3$~bNbG8mVOl5Xd#kxX>Bd8@xq2`h~9y4=) zt-LeHHLh0op321x2W1+gzB(_bkuw}IRW2c{Jk^U%pL{}`T(>UcHsof%Pm9<<%$rCp z)-?$zuNGEtXR)ARbx=#Gq{E%Sv6mFOq8Qf1_yt%h5cnNW7nQ$k4%osJM56WciZpff zwB&~oEPdSXvx}LyOrATF$~%6vnM zKkMxO(s6@+))=kNS{9tS0L<4?gUW#55C!YrQYNcl0=he9rb)q1j!Ac^lk1*DbAp`_ zUB{mJz6s13w!6{n+jrXoT>r-f=!Kc-_(;U(6Jaj?PT8kS7L14CVRzsSDnSS7W)Eo| zBhmFmcLqIBv|3OBTB?3}99KZ?0cWGoRFHKWHDhY{lmX$+$!_RuDMUy~V%X_C5PisP zEF?>{^QY?df9Lt1K<&Hze&o+v2vSZFS+`>v{YVt1%CQfBE=ikS!$&9eg4UvYgRXA_<`;`mT}ILD`6E}aEX7JCfn~4NZZvLI z)HyB8e&j+=9K}5xiK094o3MRGVMKH7hsvyZG+_ohA)%KRj^_@h;U;p4=;+Vv{;#dj zvcvjK#T6mZK$_a-dsTxM{TW2iI{#@bFm*w|!c6M;n9eZ8u_Txhmmdw}sGv~Qf`1Ct z*qIQ7cIZ`EDJ{~zR$-+LZGS=UiZs|t*I*Z4^XnehP2*6)K|DQNsa*&6@KYV7Y(ngJ z9bqKqvt8%-z!l}4Wk@F|Qkzgk&rIl>x;wOqRFj~wVHqRs8)T_*m2 zbiH$MrOy{W7~8gOO`JQiZQIGjwrwX9XJXs7t%;pXY$tm^-`Zd8)>duR{pVKQ?)!G1 z)7?*>=Q-yUbqZyX$y$vYh9h-FE1J&MG5q@j{7PGz#XaAX@T3j797_m+-zv5f6_fpU zbio=r{Zx)fGAToR2);#TV&59SKqxNx!l%}3y6_07)Y1HDw$ZGC{AuwCFrdE5Rbo8H zHexiTCl-BUUq4f~rBf2qH#F1IlZH}H3$g}|BT<0;J;cn1a_XXY10{^A&vv2mp*58ca1A5m2z3<~B0NICR`)xRKQOp?SZ5n33 z+50k711jM_)T`!X;Fqh=%bS`v0v6A`bou z6Yh?1>Ec<}*V}oU*CU<2->Vt_{S6{6BFOUidcKAg zrfZ4?0-4GI$=o%cUMoeOGl-ES%nC7Hj}oFBl5-Os>e@P`i1^ zRIku#PIP{eHz?iejHM1LCiY_DFuX=^n?G23^OLR0=c+XT`%CQlI#B}T@;jpR!vEzt z;O%?m{T-VK`s*;%V}c5%aMa+7@@B_}4GOZj`~rex6PkwZhQ62A@-hxZB4J$7O6R=} z$zu<{JBBb17uJ8fP6t}o7w@In{swYj7XMaY0AjESu6!_!mrK5C1$t8xo1=xyDDG!+ z+vp5R{Pn?Xi-@T3l*IbhHM5&glMMnGt^5F5_^>M74ov#?>sA#vC`dgT>$Gdi1rw?i zZd9z@jw;G|aa9z0-*RiY2N^xI#z7s!7nCbk=LX8Q$+!1+XW!2k1eL;v&hw8MzP{(D zfOJB0e{efZ6o~#k=${~djto?jOp}v^&d@K!GxaA=8hJ4V7e+@$EqsJo=Y8&oHbL_W z67WoCqP}=-4cI=LMvm&uouVP*qIb8+;d+&wA&lO-NQtFw`SqAtztc58Q0TuO90l>~ z2&)ioU#R|X76I`?o# zeFn<}$WEY_#Xl=!fcLHPtWa{a2sc1d5Jr{78kp~_w*k>GMdO4g5L&gLkd5HtUfs$~ z{I7IFn~sNDX6EttEvXp5|AXTO+TV%W41K73%I16K>p9#X&f|3!3i;vfkfQFFh=Y3F6oRF5%c7xO>8e z*WnM<`mTLHcar(mkGt;PCkZ5+v-4d6{?ucB@g^e;kIT%~U+3sDK4TEn`hvd<+j|UU z-WraLKKqg~OAwHDkcsU5$wPei4xtwsheK(AW8Sz#Efk5@1x1uT6hA%TjjNnsYl7K< zUX~a)Pn`Zcds)i>$YKygd1F)vPf9JY#B=u%ttqV`@g6ggOKxNpzz@U@BG8~llpzFC z9YSFXvm%A#K$qJLwg%iXyl2mVhB8C=ZNI$sMyG!V9=!K*ZO~iX zR`wD5-bXaJ4e|Ge^f2I`2$`Le<^}uxE9bk?(!j9nAo^vu^usa^okL4dy(LZHg>SYL z3}E*DQ8J#8s=xI^ERg7N`&u3FVDi+fLVe)5B2EPAyvO=-7LTA$#k#rql8aiFau9S^ z+w%)18BkBQeYv@5+#it>mE0+Q%WjJkg>GY>lkQU`MdXjRe z>LgwK=Qg`BNiwzhOv#V;Ra!H3!ie+HMfOqEp;lZ-mE_#bZRYT;b)@m6=hCTD$AGKj#G z9R~|JDzh4VwJZk9%0wv9DIdd)c>L58tat@zXg3E0bzoQ6XIm8yqS;UpV?VvdJG(CN zV*UyKca_}mH!F1v*)1;*jObnUrXR~sxij*1)1DmthqLN#<3v%q^lt^9`{TAfzJ7g8r)nro_wk3L=YQBLNG87dZP9$uL3Be^6Su3vUKYh&{;l zPPsX&o=hCb+#Btl?;x~2M%(WzVM@B2S%jF+?u2t{GxETEL^VE3`Xve^1N$Q9Q1<;ufW9*8)} zT_Sqg~=yc{bB6(M%xf_21dy zR*MfZ(Eu-xOD&|>ZbIbV-_Yn{IbO@^}nURpZ45vyagp?1hxeZMH=VvVROf zUO}6tC;)AT0Bw?-amQ1->Lu1<%~-ecB#E?JOwWJmNv z7aCwM7x*D3V)2M5h**E_>kO~RQv;JbYGBMt{ofYgSswpp2P!ovy}wEfZ3jhY51Vl| z!D$?c>8K8I!{R*r@cxk`Cg{t(yH?O*+CGDU*lVto&3{KZ$VkOhJlpAO>sYfBzdsa} zjwyZTh)kcdN4zsy$=|*_QpwyMagygxH2d?LU*G3U?Z!A^G_FP{v2klyT^(T8iiu=g z+Gpv;#)Tm=S9z|3s9%zHxdi?B#764Mv`Je0sdh!eU>R!tzqg6GhQ6oa%Q z$kq<~2n!$HIFwdYWENT*lP-(qj{rtuN6^Jxgou=SFoa+Qq7?pUp!(%>`L(*TXLgk~ zW~_jV8E(7o%{%qiYv{b%KKF6vl2m?OI82nLd}eMQ)d4<6d-)e> zyErE$jfBgu8HR%?_tHy&Gi!qb^sj#L^0}C@A@dV8HINFknF-*^_?%f`%I1Y`|Jouy z%>v`WFRqOs3R4TfC3(msq{8sMReE~XpzsG(_RWHgHt=K1W{ElPTTJu7{VvPns7`xx z)d$UuBcbp=m+EBkdsILiERhH_=zy;hH9p|ok+U!Xh=@_-H@!`v0bMV!^w?tJ2KwP|rf<90I;T}yQ3>Wb*( zh3l4G#^chwVN1U9NMde(3xlJ&Q@Gp*T!kpwcywKFGA?@p z>(_Cw?d?G=zonB#ChwEGXQxh>n4s%~?@lwGbvR8-=bSW64DS{i#~6?1zeM4l{x|YA zTp5}eHZeJkj5@ysp2LMJ$W}a(?6qn|r!V1ZWch*uwV4MD8Esg|Hb!yv5>UwiUl7ZL zP`Z*BPUC0m_8v1-LJHlNEoY>w+peJYn_HhDIE}=^Xwo5qtG6_*B@WLOtde{h^_M92 z1A^~q1K_X-7m*tMR07fXiBA>N_Wa!B#7t$(;c_tzYc{T@J|V;Z89Qg(9Pn7GhESK_aE7Kol94xR}kaQltZ?4vWab$3V7EMN7 zTIlN~1IFi?=XLuh;s=!uIG>f5Z<|@Lyyr%F51h3%P=F20Fz}a@E?a~EfkSmN$Nf`x zAeUj#i|g!@>}_TXdZGUl!DqcN!s}3GiqUG0mGZVqG51H6;uLe3zYj66lt4cP5#KWe zkqp4nFYwSLuYb^fv#&DT$}b5`>5M}WbsAC#&bSz|yd411k5Fy?6qYogSx}-Ja2$gK zT^A}1!ERTYZ-q!hr_NhOiY?q`9))BswDX=0E31O)UOv@^ChzPwIgrwNGkuhB!07j* zlwKaGVo{Bxvd^Yyt}$-1bL`@nVU;}vj44n@w0Ln~tRatVd`(MD%ahhw>Flvws%6+L z!GY|Rp=w?DM_)Fej&ZlBEi1^<3Po?dwJC9L+X!>XchfD%XjalS%APkD$ogxonM`EP z1zHo@8Tf%^>=Cgv`)8!tgkj1;et6viv>?53S|Rj=)HR=CHptX@fufgp_)KkB??rOW z8FTN>J@s{r)#)0^mBZX17nZ_lX14`hcO?Z4=2hJap?XaZaiv}DYO2e7 zKe*Qsk`*=DKMW@gIFwk=9KSK)z6VFL!{n+$;wKCL59y3Uu1!NMSoGboI#2RUSoc9h zkt$I%F9={J+8UYb4E>#+;SHwH1__c4)$@h%e%;FOpX+2)jxuWp83FDvZY22n#1rb; zhK+eZY&HDm7^n^2&FwY5bc9x5f$r4_$8Q3Y@jrfLP@poR@i_r&;h*^ZSbBh4-U_Pz zri{sX#eqI(N!$AA=)d9MaQTf?a*zPja3{;QQLbTrTsqNwYbLL>`rq|$%B2b0dCoMP z87NmylzaP(mfF)!!_v?>e=S$F`@IjeMu9wqe$7M|H^IlSWmNC(rHdv3c)G)uaP@JK zWZmUJYoDn@xS9-kJPpxG)>O+(X=49FW=cW6QB-o%Vv?{%0_MV+&S}2d_Ky(S_kAUe z<2ry|*x}mpB1R8N&Gj`&*|FB!ha6euuQ8u1JcK#E*nb6d=pVa@|!-t4xuWy+T`gvTuIq9V`!6SYM$G?w(|NbdDzIR|+ATNsh zz-kZo2z@??5o}6qQQ7Ywg}8u8(h|cp4(jV1I&*Y5)iRzY&gF0osuJR+=6ov81tZJ3 z%*u?KtZS7&e4riQr$spVm0ZpD_eHmV)y0}G@lz&m0DO~_x^?nH?S;0?HpU_<3G>nb z$^42&GKT?m4zoSYT0f03P(D9FhB zmd!sBa8&~;Yzxjvh@6T~u0-ZZs+(Zv3dN7={0WkrC36Q21~d7t8GnM@Zs+U~MM7>+ECplQo*#~BejFXJ``dZ#bA#+I_VF12;M&!U zNI)LxULI#Hq8MREzxnt1dcCFsSzmlwg}=go{rY?;4aoa=we?Fj_#VlWCLWzgG`;-F zB3Zvmt+}pL&gJ)fw(+<=(zuDluDHHL8_F~!opN>5BDmLJa7=%X^P*uHXEb>}cB)Mt zO1d)AU8Uqy7km*Xi@49o1bJ6_%{~$!0oy2(rPHdT!XDr?J@t|k1M}>|fJ@0ZtF81g zMCGOHVkN(TR5dikT??X?xPWzepcz*`&b+W#(|o0n3~*~44OtvD?ER%mSTu3}M}VIs zH~R5U!Ejc_9CrO(q*zg1jwvIx-Oa5&ik9AiL+z0q$a-w5RZBcadZek*ASTCYB-jvtlBN|T}v!702zT*cqvam@z=Tj`WT=5N}n?Cl;01uytj#4E)Y3=ZQQKe?A_kC z*SJ&!RzQr+xrX2I+IPHv&w*$sn9o1@zU1rFa0

w;s5o@lN~ska~m9r_q~s4TFv~ zXY>($gDp}IbFg0~3bFO!f%Z?L1FXG^8(-E4< zD^7w;m(hrO^=o_W&ZwM?|67EW(_t5OXfwVo>U{T z^r6%$dnkUg3t zEfTe1&P*~y9SEBkXYg6day9}ofEgxQ@hIbeN$M~!kSOhWRleFIE1d}~9b`gr5lu{@ zX?5J$bWI@jrOa77Zus}8Tn-;x)zp6Txa7+R6#rK6&al6NdUx4W)m(Ihu9|GK0&~t6 zKBA1A(*0Gv7DG0>%tmU|0~%w;v{x}w|91p#s3?iG{?2LJ)4aP`ch(gxdISzN@hc@G zxXqSsv6Zq;8)tx`Qn%nk+9@|1z4U~il;udkT+XuB)X0inkQ9|c5sOXz*i#t`u!8Gr zq}W2daqKxkU+6hes3JnDL+Y}NqMChs>xqt*p@s>$sJP@s>N>8~F{XNNTnSg-KH~K1 zC%WfRnznm&`w=`%niwKNQ2;47@WYP=d*CMeC#cVH^y6e3Q%sTJr*rf@Oy(;ArhT-X z5Aw^D0?;r97D_De0>WVfQ#2p(*r_f-r) zVw^+Hnual}|7W8D4^U>`{YH-?@}0ibnJiXLWZ10cep`;CFj-wfWh&~RN~Lrge3h|k z$RW2~FRms;musAYB4fZ|c)R3E$-Q!+9^Cw$;y9f{kbt7`^5I@KkAkM9-AXX&n!R%Y zmYg((4UP%YC{NAxShKY!?ef6wJp`#~RAR-h8zXae%@NyyF^dNkP8TSc|Q zN{UG{E@z9a-;w|bM88FUgd6sDClof?%(+(HQ7Lxx=Zc)P=L#nCxWS|PqhH7B(pVEp zuCSfRjd_7#VRlgGbXxgUOy2Pb)WF#Lv(m4DaU_}*%>_MM^5wmfAsQK0`uUu51rUEq zHnTiEVaFE`=!L0b^ihyP27K?TeE8LmEBo6C$((#WaWx!RE9X98P^2mnRmNPj_N-q> z&(&5-CMD^iAlE-iL5E)4isIUq%2=5-QCV zlchVXi;)RpFndz@tPQAzX_|KkWJ*$LqXG_U!XPj{n1-0@y;5h5CfhuEA%oOXxhp&O zuulxf?2jLU7m#WlsslgN>*FexCd(-!T4@l`$6Ul{KJL0<%Rt+VUIgn#-CRVHPdb*4 ze)3;{c+`^+_q*y%Jvmi$Nlp|y=g0#a>(sMs;#l|*uZGyVR+i-31o=`Y`Skr6s253t-4dM(L@cd?K=p+TocA)ocOKGd;&Xt*)*grm=|q9xr%Nn zBBBxPi?CPb_*JHEG^wh!@KRbxr!71r{o)~Dv_PHmsR;B;9`)^)mlG@6zXq=^0+S!^ ze&JqtT`y9*)cyyj)qRz3i7*|^zHpkr?T4_14ps-W*hq5N9qI8}u8)e85YgG72l|6U z#rJUblZxE7*9U`zPoawCzNa33t9od?Uf0H z28=$B-RZXzxa=cgaZ!QRK_RkKAQGWHWyul;Xp#`d+Ix`6pt8x$Blp~xuqz|ssPHVa zobs?61w4e-I&DBpl^973odf0_l>epzK!_%!e?~j`F$BV5$}i525JBBxklRTrU{Ao& z*=9q4#RQWcr$3=cNb3GX>dWy?|LFmI<*EIW1XTs zqP2xjRx$p%FsZ_vEIvW4(Ew2aWw_V-E#|iJ?5Jm0spGn2m`%eO@QWgKHtu^zQ~4sW z?nJSXLofPw0 zDUiE;p@+qjA!}cwr+-}NmPpP#3nq>Do2`^gn!yl&s>*6~>;4t)<~tbxThOkFyRNWk zTGYF9XM9p+pra9Dqr0QUpLKT_s^Ei_=Y2%}a=hvXZ{L+j5%US-_u*W-pG|8*X%lS7 zIppJH8t||THF z*b`Sj3WsXE6nTzJ_;{*JR8#+#Q^xi;iDVLtR{)jP8U&}Cmmc<|ZTZ#+)^tBf4MbyL zvDO-e*^g!LD;Wp|F=rX++#+FeTg&z)mdYi{mIy^GW3S;sPznoONHEW z4im~f>~>qRg$%;@fQP>>Gy0}JXssL7pFOEyVZTxf(!-k%k9OTLnE~;_9hxvBkiNWk zHp~Q1u+`EYK};S`A?%1j$o&(1d+_fAE(oB}L2H3dF#PjPicYup1@-OQp0(9V&Plo} zds^r=XQv>D^7oXgrRVJ9?IrWbxbFHUF)>eA6av7Yx({vdve$J=<`##PkGcqG|3DkP z9ZyjujPCER_xa!UJ-FRKR(O7~RH63H>+Wz|YSkHZCqi&sW!y~EuZRk@-|``P3`Jm& zi;Tt%1K14G?GMab*&1kf?_sWaIvS-M7Rp+p@{@0oBRSg#4V>)}xBT|K=nm#zcCw## z>3mFsrPtK#Gb9a|+aIHsOI~g$>ro!n5G_tV5>pmku4rr0CA~+pQ{CYn0w;NDmO9*2 zKiMj_89S+d=lB1eLjKL=PfdCm?O|`RDs^Q%Y7iZkVsK;vPqtz1JzjN<=R#E%yYQT8 z5T5A>|M&XCcS+0rVf+?={#a{z&DBw11?W`3Pkg75UX?v|?@9EvGnA07AvWVE!hb^( zZAskN`0*6wAgeSCsPJCS=X$-38ez60*#!)8MZGV!>dgHt={ElmdK0y4X~Gtt*XTtP`}vq^-rIik z5ZLYa&%X6EdKXu2aJ;=%_#xM4FJ)3q5kb6`98DhD#zzIv>)$AMM0DZ>m zvV1+Y&YorXiZ+0{==J&Veq--5cv(OH^{h3xVerS38t?^oW8r`7SOv_z0o%mD@P~T2 z$GZ{HOIiF>+r74AM2i9*GfjFQFUPYW-y_)aFk2qir;In0i6=wsambT@twVP}^`q$b zQ@o;kio*P!;)o|^i0iUp_Z!^EB!NdI@I z|Mh;WdqDgZe6i#I?A~eh?Ei^Xwh!^JL%nlVvSoqV?eGrcf%}q*7s;3B`d}jyfE+#$ zB38?P_P=NP-@_eb<9rA{T@UU+e|^q^4#tE3di}rkfgZ932-gFx9`K>?#p0C|j)&Dp6vE6xT%;&OTlsM}FieWt0 zf}$0MqluOuefi>6lj5K3ownDqk`v!KMJoo=P6hlZ$vdTUj#0(gBG47qK`_LkGR{$9 zlCqd_A~U)JZ}lj(zszr3{Ij(iey4@0*LuZUHcnwNZrKza=d&Kh6n<)4zv+jp{vM;k?2I-H< znIf?61*h(B5LbhwzbIYi-ZEeb%Pb1qFC8v@jK|~IKhILBR}t<4&fGvFoKEoBmzZTq z_sk)18f_`TYVzf$-k^`{;I!JtObVWcf}c4;9H>-m5s4Ek&3EPUK?RTbD;d`|2gq~xzfFKF2A9JxBGhu?+*AKfe>q=Qj3z7r;Q zl+CdI0^lw(288DNQ7N=4rVzTw|DImi$11x0p>dty(738%B$$Mp!GUK2Be7f$!ggQE z`zJr4;v%xSe~tbX@wP4i%v;MI5UJ&#GuEJMGQ}r*wAq73R1#l=Llt5=N{DRDmwKjO zR$le1bEnN2haNY}KI37LG)0)_S$u9KP@d69TjC`H8DVO40Pbbd zldy=qETkDsOoM;^co#YSWM9kQu8oqxyDNbz&_vhNJY*|!0cxm*!SV=+g~(~0ST_7g zJeCpXBRY;l1X{q}kHHyKKZ@FRPOu4a452BGT1X>&h|luz@~sqN=^XuN8Z`_U`!Xjn zam6Ny;@lkMcRAKH?4J^#x3p|)4LqYb!|xw-f$%>VuvYq)4uF@~TjMAzGvJi6d~Et*uracgM6(S$NQ|+P z<(>#Zv-gBJ&~c`viSAsZWgtjr#6xs_9^-$^g5yU?zE-q9K3Cfh#mBWZDKu~%^`3N3 zdc?h);5RFK9+=?wfYNa4E#k`rH%H1mul#_sWGY-Ia?+!3IVOwp!2tX$Ll*N2io-oud+)D{f9?K!rQBWhZ`8ZO*b4#TFuV-dNKQ=di6^zwsd`0Qi1wt% z!$7>|piY66Qail609uRy&)SNEzA7|ro&-B_39pTdbX{;WsMM1scChh*u*Rpe+a!Tn zbnWckmkm?7*_O>>=7x73fuhoTc#mXh7$R-DC@65*x){$2R~}}y0pdl^D)kpM`4lh^ zLHt1!JdI)TKM#5%Cr)+sK>Z*zC#Lra@9R+5J6BZU>F4uK{I<{i^y%ZOK|Jute1lnK zdb|9-!!9&<3H_#e>kRS+MlGEdh9ywe;mGwoKLyTp8ENJh=u(9 zH-S&^cDiR$wdk1dSf|3K!c4cL!FjWz_=`Bia2%Wp+FIhkyKX?AI-AKYBEiWNSHn5= zH&?GoVj|#Ygl+JS#D>Dx@2*u~-zArLHbH#q^Ih4ffz>eYv^^;ckGenno|L8W(EtIx zJ4R&az((NNwnuu|mx5>jx)B>J*kJZ|9KgY_n6=3le z!sYkyA-xzj2Ps{`BvwN&sb{&*2x4XzRJdgPsu*X`c2F*!eRPViUnOnut3_tC55ID~ znO+lr5uE)Q;KR;pdR~M17*ou+U3+!ClxR^F(DxE=cz*qOXS31l6JdpyYLl;kc3Wtl z6CifuotUv0ZjrI%&oOZ{fOJmX6LRvAqx~2&+;&X36O%T@aVtTbZ`b^cc=}K}<2z`P znVp^NI>~x3d-7$qx5jUN>4}+RrV&K--iqX}D_8mN#+XtA_VYH@yi2FE zM*xtwX8Nrkelnii8*aZ_^m1C9hi_AvD)X}y1LD{ajG=rvu7jf7Az}I9_=immlw{iP z#T7HX+Pl9SZn<=r-CWQdDMzT?a{F#pOGvIYoKKfT_>1~;m_r+TqXIZ4% zNN&5rGMhNvtcBU3#cRzxVUaR;THw!E6euVIZTWH_9+Agh2(nN(2*7gzfmvzQyy+W& zfOF%V<$G5*%D|;QdN4f+*=HRDjt@0Uwzp9aEfqkr>wRgOzXl`Syz8Pbn#R7*O(G0W zjtEVs&F{1d`Qd=<99PUyZ(9XoTbj_Grexj?BH^xM52LegOy~UfVMLScJh6ZoYp(rZ zX_rc!n$Hs(SUv-hp{o8bT&~7GsMg3>_d`y_LqG{u` z-^==aG5BPk53+KpWi~-sM6Zx(u^{a|YEB}1$}CS1P{cqIknUjBJ#tk8GkCGA@BuOW z_80gB%p}B6#`ywlaat0!>F2ypW+eFg?a*&@SnMtkS94dd2>crcR(?7Z_-Qx+lbl6Xd}e(=^I+ zM*I`*kcm(gi)i}{8h|qM28FKy9sz4lK;ORNXsH0Gm1d%1cTt^k=SG9}4P6dlgY2*a zyGq1u(e=WKwQG72urrjx+ssOW@LfT2Rue!Yz7rfowMO~VDBR!>FLm`wn*EBQvJMdl zQ9eVq-(&I=b?*t2zXe8=79Ay9J?YNBH-fNfUuILoiDC!AyxH|c(OWq#T zR3r!OSORx~$D9{nIQbDP0)20Vc1+e^SWj6V6vQvfYJ9?qgkIpwq`}!TdfPVx*Lho@ zXIKT!KgOm$xB)-UEU(LYgw~ihu42oBKv|4SIiS%)sPuluu5BpLZ%AVDv(j6988VRP zCeEVZCU-w~6??r7!Iw8wH+p9HYP|}C7^UiN4*%RM%|OHw0K9pAbudRI>+3jv3y?1ZVvS=r2@VDiKx0PrV8FBcUSrm^1`Oo*|nnM z2p9=8!u1cB`+OMY86REBJWZteFJG7c;%t71*S-(Q9*@P704^6QO&ZS4jY&W&T$0%^ ze2C&v9P#`iZ+j?DKbjJ0e0aFy_Cj`mhbBm@Q|6LH#IE@`jBQXS!Q+%VR!2LvCYkoO zV>cR@4rti37MLEjMbI%3ZhdN8pp+ns{AlG7a_@^nw!G^Id!S(~rR8c+Mk1b3i&RLb zBcx;gHf?6Jkd|>{((VlKI z(CTITw4U561u5o`w7<~d3}T&gn?e#>8S)}7G42FM3!QvfCh9l2qoPKmm0l@N`xCRO;nPY@ao zyuS#4Y+bU6d~>*mbytCZMdr@(7fk_?tc)YrKb%l@nHfq{DylN<`V6<^a9VN5&?eD) zIoqnJnZ-uz4o|ltd5<--853X7K6dt#$HcsZ{#8&__@j?(>UN$U&4H`Jf~ezl-o$jk z@IA$hNRrmQ<5wr+?|9a{Nr}aZ_o^*0bWHiNJ&nSKE>2Hgk53=6R>uA>U(=&;^p9?P zki3t21>Ki+2;_R1o#r6mW~s=MLMx(C$Ejj4?sBkzcqvS;nRW2QPxplbaE-S;aZG4^ zpv206<*y~vaUq*BaT>8baB+6G8s9TpQlRTR z#vZyLus}vc&P~URh$jLYuFJ7$w4@c`Ne3ziT|ztrkXUZQ>W^sEA>z8F%{FK#|BiP& zvCOb`fSL%{m=?ewuk{BA@asYrO_~wOf(ec&uJ3z@FC3Ps313df2;3MKqd$Wn8`6`R zfvbsLTdW83xu_y6fnOCN+7a=`=)rSw|Cy5WSW|<^B1P(iy2>c}9o3RyYBe+{j9bVS z`o$xY%@q`56y^@MCwnMu4`-%1?4(PJR_vaH)7q~kMnn_bl%uXDfGXnbyXM}SAPh~^ zp%iBNRHI#sLFY)N34?ahY;~=ySsPG5Fu=O}V9Q~HxHg2rLmp;o#5v))gMxf>{dz6- z=LW`>24^2I`_YNV;U2uP%NFU^xi>fyStJockFKhwFaJ{Xp$<>@<8cBK1OjPESJJtF zP2RST_m0DJFIru?u!||DH$1?K#3dierSCbAExwC)Hx%5SLDGsl566rMZB3rk+av-G zmg3+6YyU9!G2h6RAx>Y-^;v206AELX-o2C1w#Jw>;MYw|N|hoJ35-YYk*-w)*SlXX z;^FIDOgaH{QggwFPXz(ie5`J!fw&YQk((fG9)%BY)ii?lD~Gl#(0#cs-_Q)g{>m0_W!-eN11H)f&G5|vw7$Ez#oZ8|iG-JPc81H(4i(NdPSpN^b{*m40ggCs zZBhWUN^cv>TBT$7bqeOpx=z`u}TJfXN;h?x``8=WEU zR5iATS2;glNzapTBwU=MtDo{`Vx?Fm`r9!FnYK~wP?yNtuYyfWAbEchFgvbPur*tkSEdLJ zURD9;3K;TbA}DLnE#@C?p%_wGaTUk)l(tenj^V{8c4HdaZrE6xR7!Fj^Z17`n3@zN zaxiuEho~j9m|lltiAS9NO_cw_mhXvSdG}4+>o_!S;_z>gGv5aFyILrEn8OmiqAD$? zyMhG@QJqRyjt9gwj{6etd)c_JpwemS#5v!l6CZQGla*gDTkXEZ4f%9v9N=-~uDwx6nY#AGqSGkoC6VxT&7{S)uB|2+0ST1W=n?Y5~Q)T3`x8ZL)tw-cw4u|r}uM4mAvi{34` zn}d5wdH-`^Bqy2*htrTIB~X#wu?xXyvP`|QnyWg|QOSJJt&Cc6q4$?~zk@2%*y691 z;%nRdzeYxDktnY$#f2Lrt`_`Wn=dV~B(PRvLo%GribEm3RiH_sM-G1C@#Vbv`j%P* z-9k`2U62U%yz%hd& zFe#LxI?#o0=wIN_`zg}LDUOgVYoqyVeShTWJeuao9fFdI$DM{333f8Y@qkH^tMX{` zqbdcF)*D#gRy~JT6-i<^oLNXDtQLvtNk8N0U)P!B8B&unQ;|6it{{7jwyQ9tC2rWG z>D%xWCjkgZc|#s?YT^-? zt`^xXwii*zZ-TMd z2AdY@oU?$4--9T71Y75moef)BWXZ4g8@&mL^0$4BO={%N12j$wbWSP7t9+2Ky_o1* z40NNL@2_=n*^c~@1xDw{l{|iRj7&af9KW%!>0_lppDbh~P>~*Y!>hlhedUbJy#^rx zWj!-5ZWptU_mOh95fjPRdz~*#J-0gl%OdT=?|nq{!M@(BwC@V0KJl@u8%=9wDj9#N z5v11>iEhc|pv;Cqe$UL8qa)$Oww@F^ke@`aJAO~pwBf}B%FWXwpQ9saLgUEY!WTjP zo#RPqz=cv-=(1VV?T$j7jEzao=Z*^5B8gj^X@>lqOa#z{sjFH<1Ok;yWD_h?N-c{{ z-+Y1a2r$1&*F zu}i$LzG0Y%q!D>`sw2N-|aB2XeLCmx8)Kg+`yRoY| zXg)VtKd^*qpZ=c)x_L~KHDv)0^UJ%G^PWiU%~O{+pq__F!SimR(&MsuHE#6;5E;L3 z_VHp&xm1ZWJvhedY=fiyvaaOf2`%ERW(Ya zL#&$Z)07QwE#y$PNd~!HQnS!u{Qf_d*LP@~(@u{AEaa;Jqy6_Ay~@5O$Ho|UoQ-ic z3YSknM0hA`SlWj7u&B!Gf|*39#^(CcqB)wz7*EGB5i%?IML~fHD*b%WT9I+khIK81 zZ+hiOVLxJ6#;Q_-n}B~kzWrXtxDQo-7A{DXnyDmUvd+{9ed{3K{A6LdOw0=KU_`$p zrqWrW zGuzDMf7E0pljsX@z9(Vl;a4@)<{#<9-0Z;@VMlc+lOCYHYpt#@mJ| z%sHa(S2IswJCG~sS|nE0|CxERw(`I}w+uX65^R}%Aw z>UZbi;GG5>2&tiSN|nbV(Vi;Smqk#|#gfuY*s0qE?B$%ts-$Zsl}#)j*>W{BUhL39 zbG)M@o*7_pqt1#Mf-N)(7y{Ru2)%LwO|5;JhTKeZ0c$!wE#oaxvZpsPqZRFdm{9$J z-+JVEnqWZ4{b0=}kR?3W{cEWb1{JD})=>>1hsTXjLkD(|;h*e9j-XDKa6?_>k0m|t zevVNhPhJ`4IT!})tly755s)9REGXK13x^7$)O|~?r@szvI>bk>gFX17WjJD`nQEnN#})YFCXji+oJq2Ps^#h*b`|h2{IU28y@MR_r1=ckYG$v!(r9sG#>rH<-1vG>sv7Ysmwa5+`(y?Id zWJ1^^r?gbH+8-Kai!$IC1Io(Rj`ors=#Wkd_Eh+XJp)8$@`-CS0s?9ltuZx_#s?O} zm1qfx>WoA0SmcGZG;S(U{lqZ$#pPMoi8x4eVFxJYN#e4!Z)aQ$%=rTmiA*mzw5ypXIOa zL?lJ8>9PPx$eVFtvHW+zFy6|nZ9u8)_n|IDxj08aHOn3j0T?PTde&a|Vp6&s;}q#i zCFEdJwA0*;AD*|^kf(y^y%z)HRPuA9jcwCwrmVF7Va1XEnWIRC+9cPQfofodFosyLF}p&Z-sGNH}QpbzFd~u z+#IW6bj5WdElaQUyUEmQLKD*4);%VH)GS$1om^jIyaOGEOph*u;y>w02p5mn*tCZG z4Uc|IzikAMb6yV~>~*Cz^C~REui|0P46&@SG+4?bdMb{#K;)?dz=ZQI({DkJHT!m0 z-RP_9rUh`SQD^7<*!rq;Qj}JAFy;)I{TQD$trsc~?i*=9`jHo{N)3DJZqlYGwW~)u zy8~pKsozBiCw92ZZn1Z8`P*omYp3vbKM9ajvMpWjB1;OL2F8igy)E_;QU9n3pS|WF zx)K?(WP&v64s8E@KTY|Bl3Z!fR3$|RC{y-H*KxuU6Hv1dy{>8ERUxW{mDo6DA#c&| z+r9^Xb8uTXFqNH%^T5b@hIVGS$*de}8r3A@%)N9iCW@;Q2&h_GL$V^CJftdRhs0&o z_!A-b9Xm}tpLqTMQ6FBZtI5;~@*TMX5Q)_^iG(*mTqD|d%l5&0NveE766Hf4WGoR> za`r5{fx>wu0fhp(@3$gkNZ(|T6BNhA9;c1Xmqr2yw^exgf36WE$;5_#oaZy-t;@?j(g4+H$OA-?qpJWtkRU|7j>98*ER0NJ86)UGoORJiE;VyXaIVEYZC^&mE?H`bv}i9 zyhVj2P1l$jNgU-EetXGV_S<{eKmTpR{ZIw9O1CZ?SZRJS)&7ui3Fy*n{k_f<>C#@7 z$%MMaLr^W(lji$tFy|iid6n4LPD0E}A3I%e?$KcXSVAx7w}8-DmXDhIY1(Aw_7I4b z&;e}xU?zT%iV`Z2!bIaBI zlid0F{WaUdUwxOCXXioovee^JqrJ_zi#XRv;n$Hq=mPBVSI7b0`ItU8KfkzRNUGf4 z9;>y#-LF1AFLlMT`X0+QOZj}fYziMguy#J0N(;7N|8r|-Sjk5qV%b;TG{im!WKIa8 zDLOjWWs#D{C<%{gnS}R+d7H=Vfk4L>|lW^nkU1f?uG`xBbLZbc?sH`&-Ld z+dTpa4m!`>SVWk~u&Yj`-_p4VF}$sa!34+XFa7b_`ic%*Iq-7k%%bSrc^BS zZ#jVwa}*)E_pTVBIKtLyp`dips=e<-7+BC6%sR*lFJ`?I!K-AZIloXmel!sBD=VmW zd?ysz92qx27_xm4A~kz&g$pb#QzlvpyTGJi7!gZ#`RtNs7;o4pS`Ylut**dphj5de zw<_rOc8J29Im-AUGnTfNckcd(tVuf50&#A;$96ruD$9 zTIV_tl;%2mazN%Hr0b~3FCnkEvOo6gq~b&#?!?IzdMnK(4{5)k zCWd&+H=k489ng|g8k^o&Tm4q*Gl6H)gdet3rL3lvKlhlVR$^ZuQ#vXPbI30DC5zE{ zv7PPLgJ|yarKKN*K5Ig*K>PAr7-qv1@{M@>!VRef4un^wwanrIfEn6|*i;e>rFS_< zQ~VbClqAw*Nffw$14@nV5}L#AE!~-H{5-BG4>I)Myka4!)0YBH)31}GtJ&7}^0$Cp z;f*V&e1UZDY`?R1^VB~nCS(!aEfz*oxY1#ln>PB8p@zh%ed13Wc7A$sh(udN#<_p$ zQfie=m!9-3GDEC2w98+X6D>l7t`EJ<#zcO6rc zDq8qMGDKns(IqeUMW+@?@S30I^eFJAEhDOy$FeH;^iluoH{zbLvge$*;@cxk3tSCb zt!u<@hl5Vch&jqhECxSjnR?tf4=$RNjn%Oy<7DCqK`^_TEv!1XhKXDW26EvAbY35C z55IUeeK@?{?v{T2R?0QpzuOy0N~$`9{xf)c+%RS(kp5*kkc2*@by;*T6|bWTrt)*n z{2^Ka`PZ)SpI9fW@QsueyV*V;_*@&O!eHsRNXpk`+hNS6M$4sYW(~ekWkYEbBW{7G z>~!V#gOl|NGW@Z$RQB@?>Ot9i#`an6ZF!>CeeVH(S{L{5-2x9UD7UR2bR-S8sx^))Y)^JyrhWQnmip!zE#n(=2wUw@e^P-TFKGJ#_*C+vB3SZ#G|N3 zgczfGmbXZ1)eD^^tH*DbY5Un+jogr|>=*N^JXub=W39s<+RfMx+gt%Y+=-(<%KH* zjwiB?Yg*2LOj1{i1Q`NZu)Jl1S>1ULvJFTUHP!rWS>Immp%*cdVng50Je$zE6< z^2N|tu*}32HbBguz(!o3qZ5h3$+&Fc@7Xk;HT&4$Dt&Lw0MHU4+=G)MYXtkVKT35m zw_y$oTe4@4>^0#u-m>Di&SJMth?;;&YhR7n)doOt!7@Stf(kZ8B-C;w)XTfXi)r&9 z688m{@`Jkc*#_ZR6aKn-W`>wWY{>SHQ}g^5grJH61{d`U(sP&hzu+BKGV@P$M&`KS z;SH)t#Gy(!3EBu7SL&vsv3MYqKsW~1y=uOuh2&Qr>mBn}QDen`{o;;8EpTT_0lQ~G z3}dGotYrG|8-8*1=QTkRBZC`VlI@v3H^cYqrK`U-<991cTOr5*9{(-1ilE#r1uB8siO;1&4BuM zq21{8e?skA1|B0sPMXQ+IK4X>B5CpG$0{0>x%hpiIj$Z|Ir-+WmzKlJ*Wpl51HN*o><2qGM%o6x zN`KBZBAM3#Tj=0vnE;h6z1P7rY-_q;COuj3Int@}k5wr{aA!S4)H95mHv%ohQ9XT3 z>8D}mrzvsq0d>5?AoFd%7VO&?!jE>RkXbgVoCC+>=~B)X_D8hT%BOu0u`mrkd6WC!ibR)ecQg@syh-#=xjn-h z3Us}y5A2Q2BE#xj6&Jgi-%#0IyWLH6h-7bZp#2J5QOJ?!8Ihp%s)CddBEa1=EF~bo(k?2OD zyvC=KbPuf26!VDkf!(|~UrZgs0!)}-Pi6Yos(|ckdk|}~BB9sOl+AU}3!K}$6dLhh zpS}hZEqi{SaMf<&NiY8l}1mr}VIULpDxSq=VufNn8$NB8Hy7@$I_8E&%- z>kS~1x^##NJbhoCW@Oepqn$$eL=2Gsaw$F49@buvle0SnQbZzs1n$L@V!E+)8*iBa z?wubz@TET$SVm;#9aA`6xKd;MVPN^Rl2m~jwB4?+B0N zrT6SjNz$4Pd-pRArMIspyS8AarJDiOj30L@feJEss1O4^3QqQe-{puiV-4+8=Gx!{ zc_W8+6txb#qZF&ZH#Zm1#bH)YGw_A>xDiTAfn5cG(Z?y*eg{IIQ!)pbzgx+fRBcbR3}aM5VypKF~=*r)Y)&L zZH7qJ)ScR#MLXG(QmsYrC>LVxbs%{l#miB+sGsns%fCXg1N-&sKQ+>7=j&hqp_ncy z+|?<{6lgqeYI=v2^VZgHuxc;PC^`;n>AAuPQhSP`NUYH7pZ09J5IiIBI2YUG-`%=)kG^cQxQEjPpHm`i%ilNG>Gpq+MXj}LxIIDE$DyPk}5xi^nEJjia;z& zB8=)QhUb?kR!@F~Wd9hI7yW5`hb=xgf>s()A$jK)8Z;e1zH#pzd0PrdHajSh7LCVX zF|VcQW@rUlGGgbC?6H0^x$Mu61+d|E1~W}Q;2U=LgVOd;0F)j5_}ujiczbDo(BR%2 z5%73eLsT*~*Kf=z!ju6U3fP9&c%kQJH63YacE!eD-XULz&W91$vALEV^6|x~W>ddk zBbsi!sn>BAiHTSrE5Qz?;1(Lk4MkdCqEQ58?!y|K2pY>1%-$9D^kgD>8UujNI%lWk zF6th;s25=cmxtXXb($T^lz1^61<8?VoGxRnrR!n$mVEvi!ycpk8*&725^$POHn3XD z(ILSMG@)tnNy@(m^CC?ji4U~Eg^FB8pb-Xx3wNui{83apTV$w-zz7>1Gy0M@iUYOs z_OG0Q$vrRl41GC=LF9ctNR2P8&HH|O383H~^_8hry>4Rg=-Q@cBj9;nDQeDUa>&Ql$C62A>#tp_~%+_CForbi^>^_HjA(?VYI30oiN) zZr0WZ4nqLy3@H54MXMwE2@TVJ2H9|imOhwpK3QGoE>J`4rC}&>RlhIe?{HZs$+%i! zR=~w!xTymfsU8rQpK4Sbm(i%-X7|-FWXN%j`hwR??jc6TnIcMXGVorbAJbuly zBlb{+FLGneQ}Pl>+z6U2Z}FiOz88PoSlZxkgDQ&0cj6oDl%v?!C#QkCA+1m8XBzwC z@+TZDi4k9=QbI;{XQ4Y)U$@Izw(QJ2!iBj?jwmF&SS@ftrhHl-4@2(UGVVI3u?=I4 zPTmJ>cWC9@g^O!9qxc5+$_RtZ3Zoq{RVl$#OigvBZACoW{bMp%_`>xPgauPy;hv~L zTq%ysW%9%QfHuOsmX*y=Gxy+-Z{@ zp3ohQGq7W!%xK}*6f|xkF(ty+1>!wZsnj;N1KNacPKypap&{D9 zBi+6SiS$lbM)_uCQC?G)?kjs&cxu`@;c?GyDIF~!F3dI=K+6kUH z9KDW;pJ|RfBN;PBY$bpI*D*I&wCW+4w5Or2zLyx;6^tolrRiifBB!HbyQT3}tPle^ zkaRM#`erd0Knx-S2^k+~l*0j`oa9YZk`ibfYa;gzY4NiO&U>~Jvl zyUWA^{N)QxzyiZp`bZN2T6d%q^N^KUNkeWWhG+~mcvCU0D+a_RZ9CLxE`sIivGk{C zk$8l~@#3x4kUID*xYJ(Ir|jVKKck+i@Wd0<)5%Ib%Em`~G=K?_zU5`NnkLS*RU~W` zY3;ALYl-e8{J@NO4-p(9bf?MKpvJefA}pdA(V84=^sRZy49o2Sr`^=dt|5`c!@>|o zYId`I5y5TkNDwXaZI;L^*ZS9v!^cjvp~DU1T$;cF`Oerj+oGg#55cq9t1l@nzkM}r zGeb=t;p#69EOF$K*x}OBCQCah;$k(h(moO;lJlcq z=tQ~?(8j=AyQpNE)+p1)0F-v!V98SNg-AKaNO@a|A;E%W#!$(vUn%cUe_;!txz|=m zB0TL5}&QJn_?jxj8Bv_{gtp~#iHT(vWffji>zCVkwN zFN-ltb&<$87wt~TVa@+Bi5)n@83t^2v@z$}nBs=a4M}364QcUS_poO4On72SP9<9$ zxE=zIDQ&|LFC$~dH+Xw7PotNT!E>bs#IlGampnr&AYSYgSy~TjvPm`aBs_xV`dIky z02DOyBc%2F#d*AtbikT^nCISZ?dfyJj>s__xn`28QLM@D{^1Ln^t$yS_U*LV7yA@H z*YmgI5ZYm_lRKD04jM6>Ih*ku>urOmm?%VRHW$@`_ND>HWz8guvz%*oCf#G^_SN3; z-&aRDxJJA!v3UF>v_M+17xm3cBS6&(%bpZ&+hV$uif=7qH|DJ~g%Y))><9Db0y3RP zx-GJ_FvTb2(H%e}3K8Q&HZ;7s3-+v~Jd4`totPw7ANl2%M{0~XMCz%r%-l549`Rwc zxry3mmtX9rl09CSZKv@6{B*JEVnOOI^}ICq@}uw1aBQvg6%NPWCDN}|t5FuQ0xn7D zQC1@k)t6u+PJq5C4;&IzxQCzUH3gUQ@8<1eU z7t`2CRfjds+F=>(Q4C_enz8X1+AZC6og(pSHYS9VR|^=Dd^5VL3q96Ky~+sS6(|

xMTD*A5g1=D( zP!a=6&CvA=3^l3;8%cm+q3)u$LwC*bcdD9L_(w4!XwVP0l}Em-`xk+4#(&Cu9v6rR418f|XM z`H*Iu9Oxzo(piYQiSF>?^VS1eiCJ_Ol-qb|D566IcnB;%;8vu^u>*8DjmNdf_Y>5Q zRpZ-Jmw!=o<@^w+U|`bOKa^iOjeK(HfMQs3MaID5)KG9bmsy0X@6hKk=RHW}Ea!mM zTymjXb}(_wA_w(0mTv<#d}A;e&5=h(v;zxl*|WnRxt+A}y3F}C@M8pLR=i4qr+oqT zn1hQy;FjQBAY+t70Zd3ThXi}rO>xEG)4ASsHK=#FH3C0`kxdK6&Z|2gz8F6BBU^ae zAC=&j&>)z7r;bJPbt}ROAoDnRr&jL(6M%kTxiYU1Lq8 zl1N#v7;N;9j62!bR+XnxKtmUDjurt!%5&4{#;MVSvX{R=0@0k#KCu;<1 zR4pp}{0oKmn+O7d4J|Y+710Uo9CLu+v$4ixoWc>JLMHN;FmvEQ4Ra(l9h1EgFg3+E zGzl+YZ*T9OEA#pr0d{-sy!qC-=U@=7)o~f@FDz|)A>K<*AuZlC=%|XONG>K-P7wSP z^R*Rv9`r4d7Jty+uxE_&G5Q3Es|}48hs#Yy#aCZQ62s?%Mg8UFP~U7qqSrz z4p`kRjsdg=Z7r}isdDJ!byPABDl+dXlKq3(*Uyf~UR3|;x)h&#`MiciGVacO!JHA? zW$<;DFW$pdK7jgeoI_#JCh6h(&K;xrdlYaryw}ZgRG=rPbGYTsq~{pXjKdhU`biM; zkO?IebVIchwyr`y1qp8c^an!-W&96beR9c&rvpjv`5J!Lo)Fr^j*|I89CawW{4YzaD%TF6iRWe zV-7Qb5zAoaI@HcMQG{DO32Wo@Ro((5?NFGK5LpX9<*^kwZt!OP~zYy2&|A+^W^AK z+PniwB-=9=w23nBNtgC2a3Aa~TCg1I40$1RxqQ^Sfzs0vErW=}%AN)g+6WwHmJGS4 zc7B?MLvN<{kgD7G^aQLq1u_P6=xnpFT;#P338iSZmo41VABvq3@ZIdzM|!cu)IuoZ zq@>)W7->O3koL$(h^p_sVyfqy;>Q8)UCC6l?KT3v77+Kuc^N?VeHavC#BSFcN_+cs z{(~26T4p~&%2if`73U4s9Khx;g56TNWHz*kE(m%THtDKcH*Cq77x0|qj;Djn8Ss=- zQbFJ6TZU>{rJO7mL3D6W9ZK1c-VKaB6M&(!KH>M=4F?G!V5&on-M6mOyoYOG`KsW( zc*I%2Tg6UO=ZvX+>kkKV)w4R<$AmzZgS5$SPxXH(H-~lw=x%#8k$k}i3{oN1_d1%cc)VLV0AbEb4AoI$6CL|$z8}FXP2ST3i}fE4D1SyJ!{{4QCrk} z>m<#zZS@NB59x>XhoWlF(X-c) z-RnuTlq)<9lf%8P#2~Y5j)_C6w)a^lynCtlx0}J#qHmGsQA-qao6cU{H^jty2Q?$h zHXXZIllVPqpY^Q#40(#Qjvbb{u$L1k_0?7$^n4c=c$>RW${XMxIO^tkSiN)N?Oop3D);|>~{oxQ7GfaTV2NP}wHsmvZT zqkLzWBpq>o{9W4jSL@Gm$m?PN=z|2_#?na9!>rRr{5hiF^8*euxV~R?*gZA+;P1RG zV%;XZeggyag_~WEJ5eNedpZ)~Y~$3?$l}3Swzn3Zt-peBJ)6OkcnpHl=5>7tVq6f! z991!AWijAm*9_J!%qR-62DEownNU80m0_X8{xtu*at%y_KH~jmOG{2gJ}nC*7c^?_ zCbf;mh{f7VoaKIO0PCZti<_X}0L#BP9<~P$PxbISyz!ugBiT>Y!T{qu*1UOn7~)Wh zLeqogy)iccq&vy{8d*LxZOydvh*0Ju(FfO6%m?CQ4>;`{%fIgV{n8I_^X*9bdS*6L z?DgIOI`=6W=9TP2;EMJGb_-b;_H_&0ZT|Q(VJ-)4H6zqqf4W@m0qMF2cmjNQ>5ij6 z#rsR-WC*DsgNhg2r?eBu2jZzehMu$kt*(O6`k|JqxDWQL>NhsW#R3FqWpU2Q4!GBcF3$st`+r9b zL+-dK{4ZhmKm2~xHM~E>>(~e7mH(UgWa^JtvO%j$VLy_`m%FmUyZ^kz`ZZzbLgarS z|5GIIt;nyx(Cc#FYK76-Z`noOmf9xdZaOZZ{;~31Z$ei}?`-dEP+472uMIqH-irSg z`-IPU=jaO}$ZLe?RN%o6xol;rw`p9pi>}WO!xWeFX4-0{jR%ugPH^D<>CLcdFDJW-`fm?$uiC(!ECNpLSKBQ~#0ow*-H*$H7ZT|5KapsrTRi zG8QhXx^A@sHs5js{r9Eord}^TJX@~+^DP5o4LzM*w-D}DKMl5XuC&qLqdMzi0prUB zrrH3}yIw0}nR!1|z&2^zReBo0cR8RH>XYucCaf7QK!lW2LlwgV8TMZFC%ZwAE4nm=HS9=h;L?rYS@9QtAzXeq zntUi9ITP+>hgy<#mqac^%)OZI*>jTUw$(o|63UD>(zVm?-;)5b%9z0~Jb(16hun*r|o+LN;Jrj2?)+~5_V-h?=@TLAk3 z6Mz0t6hhFQ-DCF8MwWFRF2}W(EJnkycB|on<_|~+a8dFt40!ieJcRwf+So9D%NZ74un(@}Y zt@KJyj6(puB|Q%k2F1NOnI{g()?F?Bmoo%q37l-Vg}C8)%G`cENaV2_!*jLRro;kT zi*F4kt2Ea#y#v?2KG3Va@qR9J+Tq{ioAl)O&n)W3@%TA;Mv<)l3$$WH+H(~{3NMBB zQ{@qYq4=_e!<>#R)tzG;K^Mt((O;U41kxFR`Mh47hw8R9)Y4%70Xbm)o_4lm1}tUR!QDs@!sznOZk zMMR|hW%Q5PaG;Af{O32{@H=bd0mDVSJp_6k4Z^kV&@Zi@=m&7ginoe#no__%W*VD++)Be| zRXDKY%m-RQrAMw$Q)VoF%>qgI3YwSUOTptMW-tueSgKIHiN!xZ&b80Zbuz8eMvtD+ z3ysjtXxw(gl3|}sbw}uw-%b%oI5ka~7KmaYH(1~=sfj)zxi{*l4wlk+7DF9M5hFFT z7^Z@!RYae1+l`f&rR$hdy*>rUMn1891*@M}N3B`cwurVx##{=|MOMEjf%sEVki^=9 zl%K9(fxE4xP~^2IttlZ2UR_{#$Hv2L7~eE(+s=>pOHCrX2ZF31WUqb>mg&jz3Zy=B z`Rg{~MJm>^IBycYR3~ye*58B&z{o4JbHm6)r3*5#>Ujh#&l^j(U-?$m7WdD3+flGj zB|r$@IPY|N44_d+6ph>3of)zVsl4-~);Wccm2&y@EL{U?pc_H-&X=0b3uFJVnHZeJ zm&a=SNNtGvG{&R4PoyR6DD}KVf~##pPip2fA+;JkTN3~lpw#%8okxu(HNr?SfUzbu zFaTLleGc6>Bwfu?ZFS9t$Qp7q^#u1`ks&BOc{1W!c=3ytekYOOe2WFcz@poeaWG$q zD>lUk$)6(}a7a=gNG(&tUAxn_**(i-JA0W5ju@``!gl#4Y4sF;`dAZS=%nfQi1At>b1R+M4Pf1?s{bU&R+0#=G0f^frVD<^JU^v9aNep)w zy12Qo5}V`0(>@_>+Py+UE2trY*$$Q9*py6X$;^;WJiNjE>xb?UXVwYbRRoM1nUtE; z3rz4NOu0ZAc@k1k`7nrTxFx+lnv?e0Ldv^W1m8Ki-nI@YwmURPqB$xgJX%XEag6r+ zYdOYQtwv~xvl~mNKWdYQWkOeo*J}5b6YJ88Q_UvSFZMz2>V^l1%k`UHu{}(OKZP+B zm{i?A02raNAveAeiMxQ?%d!OI(rZ-npDIspQpb==J!z6hC0B#BY(D7ni2xCP>%D5@ z6T79HNox0p1*R?ahaqeONV9 zu^gz#y06Kdg^D-3v4@w-*)*fHC))$U4Ad~_8BxpczcXqyvm2%^t(Iqx!r~4&RRO^M8z- zpn)Sr`fBK~uK`MtdC@M`ILuV)*@SkON15*cUz?ic`bwOG45bL@w((_@6T9Q_ z?gv_sY_J2&V`?1;(GsZ4T^cg-(KucfTU!SfqYJw2rO!0g&QG#)y#T&9UQl zxJ=4?Oa`h}XFu+Q+~~u>*f7Q2O4ij7c;gRykIM=wdMJ3RQ}9LLP!O_B?oaEQCVFvx zhq;&E!E*cf1`g(X{8$x8)zV6QiS>s?+X!iShX%yCjOQ&Q zek^7uSDm}`dnIGcDkU^^(@Fehyfn&XO9%@Is&6gXrtqE#@*d+>qs}s zY$J@3_Ja?_A;tj`{1q)J$C+RY!6jOg* zEbbHPNC%QpJHJ>|`c+{>5#FJeJ%2Zz!+an&9Bzc9M@eVg)0Qzb`yf=Hg|X1^raBUy z)i%hMMp>&*6%yT*vxaidlDr}mLEoI)4yL>Zf&|ME88;-g>g(3eW&pGZStz@lRa}20 zKH8t2#tkby68P8{5#utfTdCTZwz4v|x5B@TBB1_<5U5H^m5ZrqyuD(5w_179QWg07 z_SjHVp4H>%z~N|FNuH$iW}`#CvkDK>Y=Hw8{fS0=@a|Xac-BHLD>uW;qwPFLv+o>S z>6@kNeoyeGL-y90aJ;IIPkq$XG9$r&mva+m-xDhJrmn4n+<|L9b$njP9kNQFryp3XL{3K@w<9)mIAm0v~B|``I-} zVScKP=mJ&D|JVFX-p#Ob^8Mm1+?YZ#0>=~GBDRzv{w32MVUpp*u)sSS(XC^CfYrKj zL{Q%W;fQ_BF)AbSSupKl?=VX~gu-4_$zu;u`iE|T!bDQV%A|?}p&28J;19bhPxESJ zBDR~5+EKY(I5~W_X9#uVC<3-^D5ZSmIyX*+!r;IFC>x|@+Qx4s5heyu_t_pTSZO3g z>%E@g=`_#3sOK>iCa|R!a)*0P^D%UIQy8O-e23Ang5MR7NZoJl+?VpuIEk)s50RUg z6TVU6nx>m zOPsTZrmDhp^OjsQw=qE_-C=m`v~Dtq7bw)|RuTbeoJBVHNS+AKzEaGk6Utt*rFf90 zDf`}gR562xne%oRWneCz#SNkl)Hmb1p|nUQZBAFZ<%4KA88OQFEEw9gOB>N7{{;zc z-QmfqIP#5m9sO6#u5~!M_Ev9o(+Z;9>s|S$6f^ig>ZifTA7?Cj>W5i8_-oGm0{kzKOnEykr&aGF8LbErnOoXV^Lsb#Ala-elI+drx%f z@DUhooI{EM-M-vA_Nfft1L{qWH^}_@rF7$6MUu)tz9ZIA={&t(I86$>rw{+SzN2Nn zBQ&F-lVfY2o&axwkgj<#sc9_wYcfkdm=O{;SDxGub07;1U!*H2P&SMzj@(n|IjeQKr9YAAlz z>8%oes0_TT01~9ca2B`;0`F^r6t z4D+liOiWU8B`1Yc0FKMPqF5Hl{erLwiI7&}WC`p~dx;!ypHTzeQT##_;xigZ_>Iw} z^-Q$4Jyjh)=;$euE_zQD@^a=OZwiPP=rT$p8!W>kL}7syiw9j_p?5jS#9F?~Qs(dU zH1s+`Ml&KQD}Gr;Jf)m#5}N=xs6PdoxC3Df_Xx4ZDL22$VA}-F)D@6NAuDvKw;eln zV8H~n+iJ~VbHF0WOL4$jI|}VvRfY}&dvn4}nU!U>kA6O5NqI%Wrh@#?+pf3W&6sMs zdAt0=BOr@wT#(hwz`-66l5xQh`9|f)c^NuN;=2!O(Cqm!?rAKGs*d1$6qS2)J(5!A zYm-s8T0-8QVP=9mw*JKP@)^vwpf?`#fj8Bfgb4(zE&}5s4u*Z}FRV)I%+cxJ0}_q} zMcR1UuKaXJYWnJfS5yp}GWrS(CEJ$|BW~m1JLB+qZR$n3T+>Rg5H4lJ7>+wO=7vc6uG6$1!=!E1_dCty2vTT)EYe-ZC-+$oGOAitcvL&DV(rznD2v6?k8=% z;etpN11N7$@M|jkCzzl8!!_K@D%!?O=tF)v9S%u9 z?U+EF?&v912veVrF)+q+7PG7kp!oL5`F1s8(=GDr(4b}tnC2A;oGC`P>CuZg@A*C% zmYaxi3FfmfGl>UYqCn6?e!b`w>>sjkQDQ=IZSKsinPNc#%5F!~F6a65U0iw{T~xyo z8L;q&Y%)qMML9PWJ`F!im{QP(nq5RQTBL156I{hKjZRXBG#GAbGLgNH z%PnUHvRW;svzsSVS|K*JcSNmYlT{nw3{O8Mde#v85!$hO!-;b2=UQU0a`M=rr!3vK zd|_IvxP;E0Im3|rl?rp@I7`C=sy+Cn+8_0C-J9v}q<0szp(oCRUYtQi-<@Fh0qtQK zYBcU0F?XXF6K{BdY#~zeRjkAFc&+}DqQgxv6;HB_Hd4qgc1MJ3b6}i~{|_0Oy|Nvn zAF#+60?}g{tLWES+9Y&u7!?Hwe6QGiFK3zJVQKTV?3?EDIAs!UUxNX$JZDdnPFm}X z+9{dZFd(+5&dBoK7(Ke^QKq~I#J0>^toV6`d`C{ru>7s?QZVrLH(TE#eVzb(%OpDO z>sPNOezJvL4leuC)d%N0o*0BBdSo@A`}xYNf%`90sp4Akj8!vQDzdV6hsqigV>7+H z?fYl4Pe0CO4w#a+%8q;e(xz+ZY|RFG|8nevYvE|F&Cg7$q~c53C2`JVnBrx0EX+b| z0SWNTE0^;9W0ct#8T8~pxuzz~Q4NKI&9+qXf>>93VTwvt+iNM+N%6g3rI{j;>im2e zyc&xpxoS!%v4`2;B(&Xi$jJ5MqdiAgN-yB9qMIuuiz$oDB-}qea@a-@7yNp9`eUVA zDxC6#IL5|{n#|B0%Z$h0kmfslxk;k~UCknk%ZUh#sw`*4#H5?>6C6__tp9Q}R*q>Cg}@nYLhG zC2jN|fZ7}N96H0jlK*1d1^syA-un(E?ThmBm-angIGgHu{OH^P4u<;`vBWzn%Q%UR z@Oc&N?EBT8#jZdbsr=@m8Kme-l&tMRD2)n^ZeyWJfuX| zYY&Ait87=s{w96Ar#+2wXg{y;@s*|Ono&9US$PRD)A$sR{!#XS9ZO`VdA4hOZ|}zH z{2RUI)anXh_w^L=>E?ep!%HraYr!cu!H<@TjRx37JQum#b^4!+(WyLdf>5J^~XmtHy9 zkB8saAGt5cA}{bX5>Ky(nG>f|{&4RW@Zh0Euh$u<`%B z{HqYK-3s#Z9c7#Wv76Q($`34}oQ7Rn*nys#9B9eF@8F5XTi>Vs@2&nV+2a^yM7r8i z=)r5E;(dB~>E`)3cDqRg7wd-*^nm~Sp}zjz3gf;q0NsOp&riF%J_=sl|9#lfXzZLd z(GoM<&`{==PF_1^+FK@ctiQ5f6_CV6RrgK45>4jLCeD}q=q;J}b}T^1d7gGp&c+y= zps*LbBW?BjJ!9fW?~FWeFv2D6_q*x-Ch>Y#S&~XB`J)j6kvYyZ+M(nsbczMC3Kx0J z4AzXGZmWh)gmE)*Uo6n$yJ|iwhT0FS#jLgxU>Xg3K3}1^pEZGLuM0xP1^1b6dRA&| zE*8?}>U^NvI6$1l^65GSB%T}PP{MZcmy~sZ?;D9a$M5e4zsTP3Jq``FE;-$NeIexi zl;55QjdrE|pW-}pZ!;ZyX%#<=HsRiPQ^Wi;Ji6#mE;k^CDq_OvkxY#Cvz^fBh!uW( z-*Co%7LdZS6CX$8RBLBpYN>7D(!c`AnZ3lNY#e&pTu3eL{3PWOvTS(Z%e2V)yFZa> bQ+D$~gG&8IF6wg*0e;9xDoRv|83+9z77uj@ literal 0 HcmV?d00001 diff --git a/NLP通用框架BERT项目实战/assets/1610163998069.png b/NLP通用框架BERT项目实战/assets/1610163998069.png new file mode 100644 index 0000000000000000000000000000000000000000..681ffe4d275627924f96b347a7263c19947c1bbd GIT binary patch literal 42807 zcmZ5|V{~LeyLHFO#I`jP+jb_##I|kQwlVRQk%g z!QQ)`>Tr2kariGdUjP6AyrhJPA^-p(_<3y&4f**RJDK+#03ZTLiU=yZWu10fTajsc zY(89+N2^SJX{WBP*rzPwEj3^P5AFfMXI`i=c8$tZMr1Y@hozJDx8Y9tMKi&%PEbJW zorj&NSCgPoT%Lzr(T3M+!JMa0;*XoCkIv+eqt>&Y2cYmHi6E{2vYWyOtxTqEPF|f) zeYQRps`Nvf{$O6pm36fB;nlAXuDx6?o9p7hH|GYgrRmRiKiILNG#kIN>5K49RVtq~ z5<~`V2s@C`g;O5?v?|a+nb@Ca7K*2w@lKMSDTIVW`@!Z^cI4lQnkZT?cbf|z$fxv% zX}xrj#5EnskC|mu<5`wmw3k>}FFaQl$Ub!DespZ6e?P>YcP;4gs(Nq|<1zvNex0g; zVDgkoKnEi{1H2Q)1qjSJ*iZZhV0zv*3LBi z60)n?!85RH)Gi2Jyd%VD>Ku~cnqOx`6@HMax@j;Ku{+3mw_vc}w^*3e5uGfhWWT-S zd~K;Zx5MA0E%Rk?YEf(SLxw}UAfCjSNc^>6KXtyh^?LR5Q>jpiHmKPAfkEZNv#K(( zn*kPWQORm{pVmA+?u1EBMi~?Q!meFVUwvL$BIjf&+u;QLP&8#eFqP{ zgxk2#OC~;|MMltde|M~ku9Zw?=dRX~QM-%5I4ghfkdhQ$Y-(=z=w<&^PBSlT@L}{f zVdnv5A?M6&g7^AmL%913#knw*oB+nQ6UE_d_x@3^g7*|Q0uRbRfl03ExEJdNM`%&r zj>))-FDA(lwq1$kX0r!aK3Zi*aT==M5$HvCCAzVWlpNglCooM6?Ui7n&3E=W6ntm@ zKoysZ=8Wb%h-`!^*jdSh4{*Bjj!`Pjl!F}u4Uw~Yo#xu%Rt<|=e27xg>bjJof<$@h(KWLW}2n9G$i zd8yMczhzsvF~rZ>{h_|S>87vjsew9Dw8)3SSrW;5oia_F-J4Pxkl^=539No3WB=&! zUCi6ZZ7AGSt*MoWRvIFrnax+KvcqvdVw3AXV&ACeY1Eb(rK?U?6(bqs&M=nsxkjcn zOfYFHPA4d7@K7}ImZH?njLYb{*>fy?9fV>id zp4xFvy9N6`Ml|MYqlG1n>o&n$qcbEx#b{6ORCF6l`0&2uJKXV8h$p9F^Xj^TXw={1 z-K~CzewoCqt~&jpa|~4w6BVrgDxLl;h1TzRDoq^RI5j+~;o+F~3^^DasOBlJ1}?KF zb-&|WcK2Yk_3p3b{Bh^|!ryW}qZ)AH+D+5;QTpCYn%nxZb6?yKeOf`N_O`d-~ z>UHTdR)5mAd=oVPKr0L`!%TNophiac8(|8O%~EsfdPXZ<&M`y zZYLc(z{q0rz?%ReQC-!*T6e>$yYb2RJMI+Ot89{!&LjtAI^>nTSFP)1lxD|+DXj{c zh37Z>pE^aFS}PZI&|HM-i9u1iQ!1i-@o99%2iH(w9 z=n@Q`94TvPFzZ`vFYGOW=>}I0KHO8g(y4DP0oIF@ab6hN%a`x$^ep8kmrI|1Fhp5K zW508j`et82RJI$ZX@lDJ?!5FiMbL8o;KO%tr(OT?LFv2V9Qv_ZDRPszN@zS$!t|Wm zAvZIYotuQeK^YPRVYUr0;YMN_6E$iU-ivfUP+jqg^p?s@RiGKXpv69W*K!wXmiJXH zYpFU3=-;;Ez(WZA`g!o+7vqEQ*h`;^O8M_w13ToT|I_y7YCE(i z_k(Ziq+9N(4%EO&GVop-;*tLY{?gmBNG$$eQ^4cAwz%K_>2>k-qaznhfd7Rv?-@|~ z2Dm(uoAZ6}Bn0Tbh;Fg_;6E;kZ-mn2eXv|E=&D&HaefZ$W^_-f`%cppAL2iQ{5RH) zNU!sq)GPe_?(VxM`Yl(TH>x#T)399q9Dwihh1E9yv+q!^xUa(v_oLsG!rz~%2j6Hv zfnH-T7K5kOwwxq90j|t4(z1Ui#>3KNwQ^2#>j zeB%i-n*AY=}n_^ z^PqBQ?LY*>G2MzT;P<(q`1+Torau#uP(vwS42=|a*^Y~&@gwx|Pf84Pn7Eu3yPBuh zXBjgJ&N`_7m>+O92fh&cQd~cXFD!V0mJa8>mTV%{v2MJ)VRosh%>P^9@JrdSJf(sV zbX~7&@VaCYReuo2AK1I#@I$sVQHo-<1(^6+TWHm9o=m%3Q+aLyp$@nUecjZ^i=NK3 z;5%5mW6a3-orhZnO9RxR5*JW45*DdrGT z`8`;@`-B%aR=4R(r|#3+6ZyTNHNNI_EAG|H{^T`=`7tjhr5O#z`z;(jz2Ca2)Ttq% zYyLQT3;au8kCb@fz(jzvm7Zx8BVn+iZIp)f?!ryfeZIvmgyT5Vz?CSJc=Zhr%M=L$ zE>ld&aDCY0>wR$AvdYsGl}qhS@#$shl*C!)+yTKuu&wuYWLkI{`s&t7q?D*M?XJSn=SEM_%Y56}W+YB)U*sL&jc zz1zUe1=Kp4?p|TFN5u#Q=>6I~j1IYJ0W=9d!5PWlp{-vJB(D~>MTE*O+q^M}&M0mUjM``oVW;28eS4G9IhcI2P_oX6v|!t>e&G37-tE>i1QlYX0=al+(!{C1WF-9)<#;d$e)%Gj~{9%-XC5p zt0W|*`Fl$x+U30{L}uBp2^%hyQ4|BKQxuYQAYm8^-Shx8f4vx$N`;9-)>(af>I#BN zGNTPjb{LqU)WGlItA{&&)1}SpzWV8P98d;3FA%F!s-7!yg521vF2}G5{Gl{VfF+Mp z^<$H5zx04pXZPRe+TZF6PIBl}xI3r-HH`QTRM##MVt0`EK6aGI)ljwnW`h=f`b0Y` z3*gMb0EZjV7iK6+5Qb9IF7CbbX}ksOI60kT-0Dr!-d}h=fNB7`@Mu;ZiOyajS168F z^S+g~7#SaRu*v;?lyTLsxo3pK!8cz#4V+-3+Tc$+X6z=B-W_)3zJ5L+7q+y|9}HmY z+|dK5M)Q~U)3qs)Ub&G2EfIsyWV8HfsAmen(Rw88zK_`QIdy83v6Dcz*RXU1M3F6c z0%Fl!5^zwdF(Y14xIEgb8j7DqO4gK^@t`zLstClzvJFOG(SqxKo$9-G3xb#Io#| z5RztL5iN$ust4(<=Erg&4Oq|Qm~`4EFwV{%S({;$lEm{=*&s4Pr&~y~Ff@u13TGo^ z^~=<+`yCR|qz(S)Lfu6Yr0B=KA3sJFsy>I$y&c^671w|dwpXtg%}*DKkUut68}}aK z@>1P}TjRSMW-8Lu=+4x9slKCYY*=@nhneh-2pre!u<%2!){WG^^lcL_7Z39Ajevin zKhg9{j5_ySF-BWvXwN8sofpI}P(gLz4~E@M1Z$ZN8kE=r+{MF6sSr`(S{cN)H}Yp1 zeu-DGGP}gCy-#zzyS3k-O{kY#97pNP)C1{(SpDg=OZ2onG7XYtKxs{sh4ng=hY)ZP z5I1sl{{>S`s&&b~Runvq%kTNd(#ra1L!`zJz%^UzJl`vtQML+;?=}~noQr)Gj^Mb( zuUPBgl&VsOE$xig8DC>R(;KP49a^M1t8oL&ZLpRAwxn%=qOh@1)ZeayxVXyI)-e&M z5KK+!MFE1JX-Ju1$RvR45HYde_PtZ_=b{7Sk_RP1uk!HAcek4i?MZ|ltHKkt!BWOC zMoM?Yes+upmA0dd{_e-j$HyA_mHL5EVF(e6sG+7VS?f}7ewLid*1+W+KmB&6kl{B7FM?xL?`@s{cgiO%4NCvb4{|H(g}Q^(f0%ELDOad5TD2>T6Q}N? zV(f4|2ud9Em>0L5nigxW1)zX2K)CXW-w=8AEpDH25YdnkgbdIPxp}as5xz&@u7f&T zXoXft({w;P1;-%=1O;5pVR)-J)RpSFE&=EcQ@jB{OM1^!CICar6w8@cszYy9y~>W85VgbWY}_`R zlM8Hv@-3WRI!Wak>DxPy@)NgWZ7ZUc6&6svb)feN zt4|a5&ZA2}Oq(PH-!-%4NI?YW&;2x`4tiK|_nXJVfapaRbRH?X_HDt_Yrx)wEW5E3 zjZx1pJ!8}R(HTSBgILWZHck^>tn+q~)z;sqQ^IHFWFKDC)ovVYI#z6#e|k*X0>5S+ zg6ghWsL+uUn0vFAO)WbcSwb#QV9+Y!qHt*$InDK_! z>qbSHCbzNz#OB84D?>md`lrT#J!)>2a78tr0e48%$^3rwPBN-@1a-&pD24;MU2(Fv zkG@#u7gtz+fNuEGY?A}q+0)z>UvZ)Ct$MFUdd`{0ux`)L>1tw3%@MzGcgTIo{eX45 zJEk1@nEUg;R`u|qSNOTevS@gOM`?Wl!q`YM*-|`c5ppYYP4il(k>SF$_Ya9s6hDOd z62;abH}Gh_wyCThGD1MtP5c3lsmXSt^Q#SrZ%sr;X5!*P;YO8yHM}5bvXi37k)*CV zI+@dp^VUE3F#ue>2;;A%I7S4#uzGTvG-gPDcuc`>1Zv4_srB``zurtcr(*ofk!z=P z&U+WRsSt#HeZBiem$zmAc$pstEjLDTwao#@ne?oQ0El8y_-OtZlD^vY|4PokHf={B z`{D?Xt54{kj+E;y*y;O)r`z7%he&_7XOgzCm>{d(&@IJi?;_hU4venPdfXl=(-=R8 z5fg=ArLq;l1%QV&`HK?kh$8@7rWqETnz>-9xpTca>$S)*zui#p!6?cU(I37Vv6NK3 z${Z=T4aY?oDw;M~`)2YLZR$8Q>@5=Jo}F5)HY2W5ULCg#=w6`b3I(iH^RxG2+(t@I4PT#skmSQMLv-fP!7*R6kJ~F-uL3kGy51=mqC8Y2OSGC>RgArT2xE)!#GPV$a!P$ zQNJ@b6PNw5vU^K{8dK?jY4wNF^0xgy%G9cafg&g_20M(6Fea71L8*BjO?=q}@T&+y z9l2*~-6}n)%szJw=dhu(_-ZYg}SfWS&HN8LR{|{iR+j@X%q=-X_O7m>sp0ZYL9Cf0$gNiT ziIk(81$wv|eF{B%cvWwBPP0u__^t4)+#)4-vF|p4n=TCC1QWCvm*Lrw)bkE+RS1 z?KLkHW}833a@Kjm2(j1$%+#idO#u`W0yoOp^v_?xRs0y)$8K%>l6UA`YnKM#kw5cA zf4U#Q{!2A>Y2)MpDE1`**{PqvpLH`4L1)#{jo*gW>~kt_DCIwcO_bhN-0)Z)S}|8s z1#25?p>4j)Px1=L+~rCkFvHCR1$RP@wuNwHc-uO(44!eK#MQ+0nj$|*nrswJ0Picz z=647=MxyfbYoyFB)`(^lUq?e>o-quS#O>Ve{b2qw^gJH07zb!>>EB)WVC`7N(xp7P zp6oJe&DpAG)E#XVfZ@=mvDMPhx6tof3H9$rh-?`xSCoTF_~P97R(#P#?YZJC{zspo zk8SZ%uTXLBcfx4X+sJ_mD*H7lf!ua|Z;YoGAfZOLIp>7^~ukk?TOx6O1w5&K3 zfRxgy>$!4Mm)H7^E|1ZU;nBmfmqf&~Y<74$0=E^(wnj8EVHvX7@`Ov5vJAR*n8Ky> zn`=gz{#YD+5g8%BA8R5e|3-;%#ZFW@njDR84`%` zcAyoMmk)C%53rS85a{eoH-shS49c* zjsLO1Luk@T;U~qR1T{1V8S{Yazh&k2{_M3~%PnNIBbAvan=Q4qP4(-}EF=ER(TLlD zq|%c~{^B50e!8iDD&B>L1Vbbfe@BJ*B6jmWOu#ZY$cRXyeqw^g|H`K9VI%-@V#UW| zzQ&kCq~n?<7F8u@gP7ex8~n7s=pNHtvt;gTR`(})rWXE%i-_~XIO+xrW|*6pn0|tU znlA1Pi`c(UR}Wjj%~KcR7Bot^qN4Or@wF53(Z=2-0)}b463Bf8w!)J#ohzrC3+jJ@ z4^^!T8oP=4H6W{59&58$cUF*DS*N)MjQRF80lIOR5~{X|6N{N_7^$7oT;*~Aad*gn z;_#C*^ZY*1f;D9v!O9QkGU|xc$#=lOTuuC$4CkKus5vR_7Qc*HO27SR|Ep?;7*36J zirv_vO;rC(g@Zp1i)3vFqc<4)iCgaHR8AM);NXx;9~Q~=+_{xLE1v7@P^ifLCz`m0xiG+uU;rerV+FOnqQK4vSQ3J9Vj$b$`s62aQH!2sIYirSJjXk2--Mt8Ytj3)Y zh}r4kX)C_2yRVjZvZPe%k034rV&fa0+uXb0wJL<^>Sp;C?42sM$e6;CX1LXdebzD< zBjY0`-Xts5%CMd^fA(R{fi~>DLhq{kGgam?RR|WOEC}$#+T?)IZ;DVh)}hyF7=+E* zo=J{S=EOoowr6s-=T?{J?UkY6&p5yiuFsir83vg=}PFp_k`@NIVVG1E`XHV4tw zcI+87X>)%6R2n%ofSkpVg?^Nv_)ZF;eh-6lXqye&Tq2tpV`~T(FhShh(N>mBL!NuT zb?NCVC?eWuOR2z$FN{>Yex^kFbmp|?moC|k`Wn@YC=~xlyFhhJSYfHw!SnJz&;tFseO-qmQTCF;dd;w8PyQ1Itp>f^N7(fpqzDnvjM= zd&)mvSBIL{QFrxd9B+McIRwp|+wr3aru`5|6zD;3A^5nMQ}|dE`?AVnk5U_#arz7^m6wpNKJ%GK9g3jAIEgm`G7_kmj~NK zFp4j42V>q#t^Vmsx=;Tnwa3ywyz7zGS;#cYOF$ddMw-KLbq-}lE$n%X9HIl+R4&eX zH-_;jO`m;c`=%0RxOMv#a$r6_<;c#?UfV1b@RMfM7Ppp+lg<;lMY{$PgAe_t3t-qZ z3aU5h6y2WFhLGzGTI^KjXr;p)-*R!rQpPg>HoL-NMvY2HZ6KT?4d~cpEZ{Q+DDjx! zS1H;WuutGP{n`~h20{DeOw=I%D~tLJ7N75n69wU@AL}T^S%@Y5Dr;a6IU7nq4D9S`EC4xt!k{efb?rzP zZvWB19KG_A3zD_CPU98eC?#)HH2rgV>qW_yuUCphF-_0iJq1X=i6LILj0ozHqGz_Q z)5FN;SOPh0_8Op_^?1&<^tFtzaf{^Up*RHTX;z3xo zd86(^WPzW=pft`=GYatJ1uq^WvEox7zGiq4IagS!m;KsrQM~sG@QOT2 zXMPiLPdf%`m~UZ0SNuUq470%PoNtpB`PJikpaQR%S>ooEL&qf(-LF@E3-=*ny<*EO zdlY@+!dg=rr4vcWkYw|1zo)i}6qJh-KFt8xbH<;xp4NDdRKdsn8~UGoRfMQY;js8? z;sRID)3p@bWVnd^>d$nGZw23JS-d1*H~s14gw+$+ai7{!24&XxZ0)bx1L?V%WRJS4 z&`Qs6XiToC(dI6KqZ>_G^wTNAupG6EH?xKoH^ zTEcx1ssCFG&@t}Nt)Jgc(&v+c22nnSMXC2lsGSzYXa($)wtIrDG{UO~LuEg}siB{I zzCOaHDTe$`!!Cs^P;TAvbD{N^XMYBS$Up2?!+kQ1%W2Q;iUoEjE-K=KXxj;XL9llX z#+V`K%`HyKF8Dc{8MpBmf*c=Avo{27?V06qe&T+^)W5jy<={ro1dMpZk3=~A9K*rX zqTQ_%TiUvNYfK^>NFkmT5OdVpZd{2+sriqZ+m!>iesW4vrO%8twXL_WBZho+)77z7 ze`YqGrm9$drOUXWo;qy4IbELXxP$ejHdd~L#)wi6G3g%

=2QD(+1U!S5e`Z8&x|QF)&V z@nd~^>ZnoUi8z+t14z2b7PONc3X(If1^J~%^<@y_qq7=CiMdXQY+7Q9FJZEzVv z;s6P(iRG3&*+W@9n0|Zdo~yfH%R zwA}ea5qhcext}yails?%?@Gl{9Q1$|_#{^W$9RlD+s87@V^ZT%jP)f}86eO$$rd_7^e2G`Uk zHJgB391#!X( z{oS8|6UnkBYMKUh_-zmSMSnSC?l6LRC|%eOM8~tCYTHcoQ{g@k!jbO$@``AW$?~POZ=Hbc z?Ez{>g*_gX-J9D39nN)L`zxwzz^6xJkG@XYJd9Z*g7er}s4ZWKw8PWtU#a}tOcI-Z zILkrvwE2Nes_q2-l{dkJnz)x?yZ7)7#AfG0z46LGG^=R2N?qdi>Lnfi4;JzF&VwB> zmD;-9M*P|<^f)~J*`df!5PR?$=BX2jHmXV7WoR-JH!R-R&^OX*2wyf<^JgmcOrd&) zaEh<`kG@3RV1{-Km!33pf01Qk{(2h&lC!{8&ZoTU<^td;72}WWFug-2uyv~G$H{b` za_6-cE>omY|BXN&?STm;ZZO0_e7?Hza^!8D%m0CSdHhFr)0yU*dvj6WCMR-Q{nhK8=iCt=r4DO=$gm$ZPmI}(ILqbj5f_BH$|s*#?SzW zex!Wp&U9c>y7+(vv@<7?ps6wO?`P)wHBa?-{y);RQA7oNru)Qws1dLk$_`B>O87&o zY)PJm&!Dem+uc3QAKeFb-EZ8NmGoY6le(Obt{<{Jxo`ES+#4?+KB$||=jdL$wr}1o zo9{_sNV~%*E!)k!+X+Gb;>Qxe>(nc`sCIpD*x~H zPvP}2;ZFPhMZYKEE8E#>T~5N|Uj4_R_|>$3a(Uws6R*S{xXY%|yL^MiR6kKj4Z zY&!lmh{QzKVU+n9g>q&2xol03Jcu8SDbL`;qdu5Ym3fK^$l>7y1u8;oc%30*KeyeU zgkXneEK3=>41op65nz+;<@eZlVZT?u7;~%o3Q&rBoKQXH6e2meHf4o=G128`@9{I(3 z0TDp*{Sqbgho+7 zgzJJ6RE^VN8;+Msx+-*S2t$-u%qG{gW%A*TgU-*dKNEzVl*ak`OpCcpOVY5SgCWrJ zc|*d*6pi3(^5$~%%W6%j&Bg@cFmy7ORZ#^PXQn*2%BRIJE5})`27i2vC3mJ|kjjOa zA^2fX3rL9;sYE7m-Vc7C``Rz2NK@y5FHHt7!&oiBcR?aI&nVl=OU zeHTx0At^P_f)Eh_a}|$u%)*IYpBuZ>getw=VnnhO$Qj-A&v|Nb{_!OhZc~nIEC7}< z$)d`B%!%vJxN6XXLj}Kig*QKm=5BXp=IFm%L~ywsI@A5p&mQsiUJ%Q0vPoqG1^&;n ze)o8**08Du>||_rlTS2`5>`=2R++R{SyIs@ZP6_$Z-u-&S<5&G%BJUO>0oVK^lgtz zy*{M_n;v8a4+7zl$1)$2#GtJ0tStSok&D zqtWmGi+0sZXD;Q(J;F`Lx)+}Jpl6ILzPGXa)Xv{|q@)jtn{L9&L-9V+}hiCIcDjsLADhVAm#*)6r&~|)-K4a8clF=y!{pv|H zB!v+Y0$$l3hOUkiWjzfb0v;BrYpL@(QTWa1X<7!?%bzQ4EI8|1qU5FZZWe<|WXQ;6 z+T+@1(zTWgs-v0`a&UQIjaPJ65JwU53UkQLk13t^J45v#VFl$b;|ZMtGR_hh23aK% zAXlB0Di8L=1BtT!)CA}|Vwk8l2pJC#EqKuQq%_`MTOFCJRADGzeeq1>64i~dmdSA)sI*6?JGNY(E=*HA^pRF=*cdp;P)A<<+ zR!>x{T8>+P{3lo|QPp-`JTLimUy*N7elT9j`6hV3jeo$sjv#_`qv4AC++;Rmy8aEB zUO(LsV`4NaL+Vd{I6WkJb=P?u3IsH)wGh{_DxKun1!ZLj|5)aLjp}QsgYlKF`>_56Ag(Y zg>k7*qX(3}E*@tdpeeOZlc8#E`DzP3kofPtBSN1|7XW2>o3`ZR7YDWX88p0@M=R zP#!V^M@`wSZ~Vs_f+D6uW40~p>ELG(VF)tP#SK$2KG4E#1I}t+W9HxNJQqMA=`#9P z)%G0oBH*)ZE+CBc5KEA37uXs9CoLOVi>x(z-N=pj`{*u!oRt8VrrzN$SHQcjLT4_! zZkKFXpZ{gny-R{1wxM0d6>H9e!e##zhCC}j{cxvD*k8HQx+`1`-yP0i&4x*N8W1otHC-K{qoapc{H&=Vw=b%R%5?(W)>~xomiD?ADp5k z_GrZE>B@kfC<;#6oK)yQNz`kMYx?d!s8b;MQa}>D7Iu?(zND4=xz^2Wz7Hph!7AU_%P?Kg_Ua^!bvlY=e;-=V3)yeP4cxTV=ZP z&}cU&K#jRsd_%^uw(5_09qY=_^KPv0E^^c>Gt+0NzeZcZYNs2&Ll~@Mx-u+H7Oq(S zrt(w2qh{1)KPhoDRHkK@w?f!oGD%5U8Fq3Ry{TPBOLuAj?BE$C3`WWRWI1G8)0uVp zs`C3FB#r^ZF?K0vA<%5k%~z#v+@6G`ABD+gA~j@sBM<}m{pYGp@IBV<0s$4eE%(QU zMFopV7nXV{!!S@2ip*Ld$Po?}pTnq(glk$a6jnxkb(=Tno`WKWv!!eNc>z4T9C*d% zzfcrdUv8adxfIS6-~P_Ug+R{=w~|Nbu^6Vwc|hxnF|VK4QSBI_vXZaNxYwoH{VIx> zAKjH|bK90I>h{9lJ|2R}t7aWqpj&W6QQ4GTKiA{o89~B1T!WO-)`;wR+ zR6~7#*?*(0FQ+no5JzypIa1A|?!<0P*w`c=lcmf^kp!9VvS zb${TW!{L3&rE+P9Fd$lh%%dk4QqE$|k_8C(n^$kw`~uz03yNS9j-2Cd@#oHffckl@@M?HgJE zSKE|AB+^Quz(+@B=fZH6l&3Tp*sYjqd%`x<3A}`yXjue>^n% zb-%f$5Q_iJW;Ch3PxO9~j$3n^Ag}2ct(hEauN0TO)ID?Eh+fZg@zr0#^SXY-Py?Ee zYQ{Oa2iuB4vZ?E=R~m?RS2E{Qg4V=V?YG7Q{1p1IfvDxGJ_`@O>A#DMuz?O>ZJ_gRO7)4uw8MlIxgxi#(5 zUl=1^goNAXneResCJvzV^4RHILmUg$Detj#=@?c3cbB@Wh@?cKw&zq4*&~$zzH#Yh}!og(`>NooRKT`2Ix9@&+LgYV$N%Ovi z=+}LF;J5j*6+@~hxD~T+`T>)N+vEEX*xUTn+|SL0km_N;1q<6bXYC}ciDJAQDZI=l z*xz-#N3r!}O{StbQKY7`e>I0i+^FA z>Q368;O19IMB+sQuEFa%v$V)(aQHz}APaBc7Bk*6|4)311%`kFrsfY#D$djJI@>l=8o0oiP4#vAJLA!$IdS1_xlKgJm1wv#*+^(YpHt<)0V;|l1MSK ztZKwgm*d9gqtRf&i3a6^_$?&hxi-K+bNXp1 zB%F<0*5wwDTL~bt_Sn!UU=`Z3d1?99Z8>pPMd2e|wn`8pTaAAyfl^{XpxT}bZcA68 zRf$~SV+xtMoEIP@nAa~%d9ZI_hffe6pOv0ZkSmhee?_@(2klJ0?6Fr-f2I_OVeY`? z`H1R(q)zfNrSa{jEl~W=Cp#Dfn10(|E@$qiSPRm#%wI|eB$g`^mhNbDB_8gdv&jyA z!GYw|=gC%rW6ZNE!J-bP+t4t=jhG3r0-m$Usl>!Rl|CA&^NX4!(5A zO%9wNkq}tdgNHIb!S@96=39#Og7(AV0xTqQAv&n`jj3lBF;=0Q1#-99mRg|oXZsMu zP;qpFzhIPQGYzZqGP~mCwjAOjjfuA z-MUN$@3CYW1IDI-;X!G&cN7KjdxHlo*L|pG^6R z+u(H-c(rDI3(~0Ao1bzaV!s7vQMCKC{=?**DfmYPnBSrd?b713UxJ1$M8ku0#UI5I zqg!okKZphS>C@xVvU02kZF&SxwQ4-jc$S*HUq+EHamZBoJKbm*@TJMG?`mh%(uC*PN9yad5Ng=os$@TXez7`RaeIYLnzvPJVzA^6KCR9U z+R>m_3hUW+Nb^_!<8l9#pnC9kcf!Z#3vvFJ(*wU_u)KRPnA|L>g9ko9*L`GU1dORA}6s*#kv&qZyf1&bX?@iJo@Vj1kD`D7|KLtsJT zz!a{LlJ3XQjx_>@&4C&cA#GZRugPEnpf!^m)5GPVC-o3vU6w+XVWkWrm6F4lePmz1 zOv7Q2z7l!=Ho>)|MNXz(Ar{$NUP`@fA`76w{6!e!6DDQt*F_{?lOXIL*8N?VEE-&P ztf*jDQA4^;-IF%VUz*QkI7cG^%71FWoo_3ro155O%GP?S+n{(l?=Z#Wbw#lhp1&1!ROyW zlz$*H%lMkQ8}IFbpWKBZO*#5 zQ7s}dyu@t_EcMGZGjxn!Q%cC@BG@L%T4CS4UczV6tzBUmW?GdOy)05==SSOTkSmQ) z8n0pIrJY43AniR_y&MBJQVvME5P9Pr{}fbXKe9XB;!y3N-)mu3SsHYbD)xV3uMinb z?f83TZ13jqe7E4v4hz4}qJV-aG`VK|7yU2RQQEkxB?GDY$5jW4UIE2jfR)`B8lREF zRkny$NDQKf;Uw#^E;-2+3^QzR%|I4T(Jg~{>gJszml4(;tT!L-BZ52#I4y@dS5GV9 zcB7W;8V`Tp$=Mp^FjY_HeA#m-=RAyWS_n?gDwJ9EO41IGrOvk+BZIy4`tjfETRLz}-VBb+=v7qlCv--CJ4>=dF(zmwycjplD0JRq%k)|Qv2TYL9xknri*P$V% zIEAty_^^cCJ}iaL)L8>>Pz@Dv>tma~k)zLfI<~?>`RQnbtt~^W>9ETO^Cm3O5$=2W zo+BX^l=QtxUX0YKCmi^V0$fWclptj%aaPt|Ofm@7HsK7P18tH!pO<3$R9iu$>+&V! zHP2&vJO~S08~!j1y@3Hbn7-fwr8|PmN;j&`?hn2QDX=rWT3r{~!D*gKm_>@pFy;Hs zdY_-eWg=yYB&tF1C`pOjv_#H?AXzug5NN2-)2fG*2oli%rW_Lt{!dh`cM|aaF%2_A zIapeYM{9KF_#XOHowRt*Fb*>+NSxa15=d)Fj$Z@h5X|rJf$F~aofyvWNJIs;RBF1> z;VIgA=nb$moBd&UL}JG(8OB`pbNW<%j8RnX$b`S&^X1Tyv%}~WcV66qa4>W6Y;hzM zFITVw2V3F9-J^xP8#x#A<+E3-U=B!XYBdyhX^+<0=OntoVTX+22V)~9mXUMv}{zN7xM zYu>K$Xfo#%IXLZvo^VoCxF3c~3+eLc+Egz2g%?2wXYwVBthihPhqrq7C;>ZZ2h2TD3JXEVC+wn*L^^na4`T0Yt1-`YnILN($`{chO#GS(4hjsXnM(Zv|{H z=x>D$t0lT?qVBWtC|%BdpfZ_j6&b>{$09|FN@Yyf&ZivuwCsGFoB-OjYx*T1$V zi}Bzb(-)>X=)8WKsPJ!#X`Ae+gdfI?pY^5vX7{g(@A{$s-*}xk=$&1_uyePuJ{b0| zyu~#Okw5DFjj*e>!_@m0nM6~@=OS>Q_aDmrPd7f3|2a^a<^FWG8S(yR+tt)z`gUBc z_h)GcqS!X|;s5Thq+OM@#{mAhzy(dRZRET6&G_!i|JDM$S@vu`qHspnR45_yKSMt@ ztM<^#{LJ;e$=nZ``mgik0$Rww(j3MYY~UaMiW!`|FXk1ylf`k#Te{BSIL(%*OmXI` zg=j1m(jIzA_Ad}#FlVgKOG$w&L-tcL>Eqy1UJo#)byM^@m)MW$E)do=ap2;zxXJlt zT~?~_Tj1+ypRxZu=Xzb~{)VCy4~SQl2SLcfJI8cthPgV&xWnmT<1J4?kF=wdsLYZ+ z?d>m}6>bcS3XiA9S~e5Sd5}*n%&+>5+utPq`HE$JcODg{v}4>$=Ns&wYHr4tYz-Jm{2!RV4l(Ax!$V}|m_bLm zl+N?@+JDEfb>Hn>v5wmOg9XdUW%2Fq_Fn%%y-2U@;ZXYmhCJH6Kn*qqYRt6ChlVmG zN1;3YhV1^Wam>0Am$O!R-YIfrNX=ppS9lZouWULbvCBEU{qW=st8~rd9&>Qx6Q_jZ z>Y*{m^H_qM>V(3{sm_I=azvTkzL#{c#bGe_Bkmx{aCM>Z@!L>S`L~F22{L#T)s^_+ z&wo#7&B;UwGM{w+-snr^IQDI0-08umJZ*#bltDT;o=)`hBzwphZeNMsONq-czubW5 z|0C-y*y4UNCZL*cUDLCq0|{het<9s3v1(}5q=zB8f(>sJA_%$F>(c|KEyqP>u^J>ELONW+JNw)YXk=e(nl zpccosX+xv|T_?_otgq`kwt6QiRQ9j@jpyReaE=py*$kc{HDEQbPXPr&wdVsb7jE_I z`u_Es++BaOV{C0~6WsI*AavZjP{XU*}Xd1Qk zCo_bx@jTHkQuX~)$a#Bb7hI&*Qas*mc3JWP9B1AvsAzOutx!nvvZcIw=-Z5^*66Kd zBx61%*D-$YciP}Ky^uplBbb^!91+1Dn?jQnz4EP<7II(hG%e}t_M)^5zZ+ygE1Xtg zRLh%Ov)?=D{Kgj*49_sLlTu(zFJ?r~VT@|{?yR6`O2g2Q5U1pFa2)Qkw22tys3DRq(MiHI^qmQ3=x64A*}w9cz{< zGF43B#-Uh_ud#Wc+2}>7(b6=$W&+ZXT~0J?=&((aF_E z>C>n%hMRPdMs8L}X8n3}7*(}zxFmC6yf>B@T>p*MZ-gW7tGrp9{wU^z+6&Y}AN$x= zC0b0}nBMFG&Indg9mveOx!uFfq!6QpS8N8!*>LHO!}0qn zT|^@itfC`i5;yTO9Upvcnu~PT94t zI59#=-Fb$Ei5ZEmaXxph#HmW2Bo~#!&i*`y!hu_QQcFHoghOk*-WNf9i)0^}IX#+t zUZ5qqg7pJL&sRAY6}7}ADF4}$w$t|NvWZcb(XG*cs?Zy{v<%3>OgBzRGm^? z9(`=w{)m@R(pwW_b!yrWCoS9IW?CL%np*A_Nw54zw)C=a#NaTe9LAoS9d!5D8O8su zdTI+CG0e8$ZR#Aa`#!>@usHssEC1ZR_gj|g#!;%Ufu*yqA{*{+=kXTltit6a2S?tYM0y)uLnz-=Ph_lg1*f#ae>1+lMd2f=3^+=znrCQ#dJ<~f zJ231k4mSxv(o^Fu<7)5Jnhk0P8((^T%Pw{230+ul|I&r^rPB%Vy9=d}8dUpUp=t%f z>&Si#VvE>Lq)^wVOipU;Yl%DPq2B63OCq`{o=VCzq{A%#*kU03PWtzGFWv0+qPE#@#^ozoIQ;9u6y`wOGN~eM z>H*CdlU2|B>(P3_@i~=2SlP(qVg#LQTj)Le$a~|gD_L8xsjPksvM~N%wl*n8g;A=p z%EKs|ZeW*4cV-)_7#{CY@Lc!R3!Y_^bO&CAR}W&R%*5(+Oho))8bmgO?9}z-8o96gWmv^Kwp62}Ya89JZXVd>alFuy z)ct{1nB>tU8F@ZP+uH} z>%6FD9uF1Nilb5ke8Ied5rbFBVU301%++U4NqllAD zVNO`G$vVmOTFE-GWN}60PB)!w!~7P-m21%Ho%^g#o50+IJdu^gp+(WLA zUOH2A?_|Qr!fwQ;VKm}bFsnQ)s!E83#t;84{@9&YS z(@M(yPXAmK*bNNw{qQ&^N|bV=Y!g&WQ1pBG7#f(Ucl&WgmKj6O+`iUje`OW!x_9L{ zG~)kmz)lg=6i+Q%Rf|nSuO>e>J%3fO`unG&fx`^s@N;Z2j$?zNOn(aBBA*7e|-fJSN#HK{pC!iki(;r%8&4SwnCWQ9K7Gm{O%Q99$3f=cz{kIZ%ve+}KU+_L2ntP@_h-i*MD z11~)t`9Clk``=?QYTTY(+^sEzXWNgsaq#?|0d`Le!XDHn6TKhU;MqD zfmq0y@Q&JrN-NnH^?}}(7d~f8RH;Me$de&6BaT&AGbch!H+-Sw2Mh%qvetecw7BZvbf(wrWxvRb>aNU{d z9^JYb0S575=hw~=4+r+yc@-2yzZ8hI$OQ4+v9fY`np${P)ZDWwqG=A-stNHEo!bS7 zW36~8CksqxSjv&)6ELpM%$an}F}`_YeNO`kQ&IU5h59K${f$lIxz@9cOMenP4ln%? zYT3@R=13Hx^ZS#@m$>-3y`aCMetV;;rT@4i>+v}Kf>=-N6D9*^V)bl(=l5Q5!i=97 z`d+~Q^)9xtgNEX9{f;dnY}!uD;;;L~f6y>~Zb+n6fk3nIMb*yPw153#=-HyKZV>ga zT3eJ1nc2FpQ0Oa`cvh>Qm^taKb()m@^!u+DxTVnGb1B~(v6IHq#eCz>-Wdl&(`y5t ziAE_}vQa+Lq!Lw^fguH#b@g5A|$u?J63@HxP$^ai$HF$!>z{LoNr&A@UztcCKoS+IBng zZwn(nWImmVJ_#J8xhdK#m3e?)FDi9FI!+KN-?Z{5wyiPoQ5B<&HDw~qBaqYx6O_xq;5u(~5#80K3Y98*QN=fvI$oCL7`fAez zuCaXYh*|GE;n24lcV7Nt*ljSpooYl#Y$j z=7ac~NB{(gl#Bei#P2(oM#mla&m(Z;Nkjo}Ca&pw!xJ8X>Cmm97r0}IpZEGb>OgAQ zyZ5;#4#wl91%{p}P!iUY^WGKlD~jLj8ZJZ|!T`@W9-f>85>)hR1vyLH~aV``S_NXyGAD5jZTxV)p#bpWa#*+j6A z*LJiTgV1rgdPtUWKOsN$Njfa^Ox^@8&P!j5LQ~4qTA5L@=xI@Hm7DNJ-oS{jKiuyr zOQ)Q2o;D=JPo8Rp|B6l@{R>j4Xx zKdu137K1|Y zJhSO7WYa%QM5vh#`Wi&7Owy}-a^Gt{5;K))N$w~|cA2+G4t|LZQ+n!w%~SKl58Mlx zvc^~bE(LG==tK}2fzwW<+D6GVRStXHme4T_p8D4i@W?cDCs z|DVH+^goB2I#6jKpinE%C(-hL38h-P8aE2TLy7q zBg9l+C~{X;1im@naAKkj_5u>MfL-23a1#`N|{insol05s+ zn=QNW(%vX&<>t6bY_HxR{0%<8#K`7e`l@JImCr zo<(Mte-r(WPHre+ym0y&H9;~a1L*#10}sC#1^mje`U~Oz((0*>H7PNjOB3*$>U?nV zku>gL#KJfAXE3?jJrZ($8gr6J;p8UNfOD0S7QfmfSvKcA?Ft zN!0u|{6kw(O-^SS;oLD6MjxpiwX%B7V2)Np#xWYU%QqNTqSu_+WZA4{n{^R19>{0I z;`2v*C79cq->I8^3O(@520`0>hNUh@u^>?^O?pSThST9oz|3Um^Qffh(=N54mZ7XJ z@u^%tDs2+u5_zgiIDWO+)={a4DU^v&QgdxOm!V7UVyI>8qj1>{DGZYc!L8kp0Zm7@ zQ8^WbaAxo|r?h4f~#@J{&2wNZdN+p?dI<&pz0XRdpb>>nJs-C17Pr{o-L)$=` zoI!JntX*<-7m;)$;t}XrA89XWnHHJXk+($44fy7POeGH2i7}}&Gm5Q^a6|VOs&eJ} zisUFPt!jKpGp(Pgzp+dGt~0<>Iqgky5{Q^?nPl4|1DO9<3EYRUk(-YH;s=c+M#Z;; zz{IvxrcUUz8B#XAbD#}RTAgs0UqudirD?%ZL!tzsKV=|**xb5L)cNV4v{4A03Fo|u zkiqK$7+8|0YQ$BN@|`}>m9VG_(~i^bz-uRZpw$2T!qk%4ikLbeeONw?v~b>sE;`$c zJ2*$b%r;`lkVI^&m443;_4RCDrw`Ydd3IwdL%hke{=79MGi+Ki=bj}t_TMp=J~{fz zlJ2GO_z75m5j$z68Oai@+41wOLGunYww&^oN-bfv3X>z|F+PUX&-+zX#?tUlYs(i( zWpYKOX&EoSyqG%fVYfS-{I}cHX1&#-U#Youx)wVG+IrX$Y#nb|F65rJDMg{1N+B>v zR>j}(Nx~!nkKCQ>6T$6U7(F?9A#)+{#H?aDBR*-TB;j9lKcGa&Eo9CX{{ZE+^{B~0 zM=PTrx_+s#=RW+F8S7d$4{VkcsnqOhj6H`N)`dx;st8L8DF7zcP?hRvi-nc^{(*N$O;L=4-I~Xv3U;ql`#>#MCWtb5p6R&E zDXls9HbL(%(&q$0V27wuS%@+;xh{GJ5YyT{4!+wT6TE;g)QCK_? zY~tVmQ`jzX`>h-Ckq|I;LvUFg^jj5JU*IYhdps>wSb+YMI+jymFr4sXJ@-X-A1#l* zb&0xe8B0UjUx~?ks{fj~CgFJ%S?D8hw~);$b0K|WH*KRb);8zeCpcw56QJ)SjZar` zE9ajLfqY`n5?&`IT$^K9xO$LTqh`M|+|sR`^moi;*iMBKT$%Q?6#Ionu-p_097~PL1`-d%A}!$J zcHzQqec@5RD+$EYYz6Ty#aumbYln`F>AE~?^d$2?&@2*?QPSUW5|p{J)7q)$K1e-< zh)jAX2?6Z;hZbjGZys%z+~dlP{@D zEF`S@ISr7to#?v3HlA5{L3ZE(c7d7<##W?QAjN&@j1<|Oi;kOU>Dw>yR`ZpsO3lkB z(S`4~mWx5WHh2$sAB}tB+UKTbIR#x3ACX@iQgR(P_(0TFyZaXP-YgLjAQ^6d+gY`9 zVuZbPX)bM?gWh4f{rLMCv)1`;(*<9xd}xJ3q4Y4>L!~(}o5U0Y7gshF+M`5>Y|X6) z@-)-Ia=X-G`z*n_v0IkRA|NZKaFlO-&e0 z>ehhMkZ-L%7)IA9IWFn+gVBLgBjhi3Wynx=Ba;7ekQX`9<&~{SC%P*@DROmj&;NkU z1{)}N+1kQu;yHh>o7PvtTn&0$3r~I%gOezRx{HoXq-@IOGk05E{c!jP^KW0C&ue?` zl~Ea=p(olkA=98_81#56&B_negql#AL_D%!psK@)lz>^elINy6G+!Z+veraQvr>)W zA6i`2lPLiUf|6mTjZ8VfAPKm0$imGqESFvW;Gg(YsI@;`YK4R+y5QcP{T4yAd*5B!Pa^j zNSW5mG^&?NdL18}f5fm*#6($yT0vA_i)0W(aTw)q3B!LcFCdQ5oem)M~tpoz~67Rz&Zuqr8z@?*kOH zv#voj4<>WpVYn2J9sUvAXgP{_gg>5hJn>GVm|fv%u}y>QWpHt6RPoKPd?>*faRNjE zsxdjfg)L4^A5YHIXCX!{_qW)|L$`-UPQLRT=FGI1g!rhl3!Y#hx%yY;tDGx|#2zk; z=Q7ZXgq`zz;M`iY&UhP`0Y^xcXFX;2Ila=F?xa$*<<6cviT-@mh>FLUwhmkq+S2;7 z$8DJ%vHw}btCaV2lgr5y+wZHu-yJjQsC`|14owr+e*h8^V`^OU5oc5su>N%pjO!Tv zn5SgIWn{wD7?Vd)EkgX}8=*-|hEQs+HT*;At3W->BsBG;Kr6o#+Ln(CLcwM$| zMq_+?0Tq>XDm`8?G@Y;9Qy;ZasItQ@(#M?3K~LOAn@iLmGE*BZqBdV?dT9XelG{(U zk0cTR{0>r|*nav|2-fS9aLWhXlwA(dE^glQz_1~dK9pQd7YFN(tgKFTo_d+GQqms? zxDs}37o1kl!L~1)5J#fP9RsK~zH^>e8^vRW**fK{$$QzL<`g|{(f*6j9UQ%EIVqJ7 z42?yVXxUtA>KG?*RSV~yFfYLkjRO6%gwx}d7FX|&2FA@Lg;&{~m*l^wgg~86 z%?6-BvG5Ld()jYel+b-43q*J-$rrlWV*C1cfHF6;(@q7P!huoHrfJKYS6zA=j3kr=D;Fn7M`09*_PT3b)nbJsQ43?CskfWo&nC^qWA8*Yah3W*5EAfl11H z_vtN57wWiYu5+tlN3wRQPs^;=oP&(h(x=!)Vg<={p2a4jOdpX>pC!iAo?>mU(v4U~ zmMCu+OSOFSFKECDk-`cCtyeseGXV7A9SCvD=0|EzIPsEZ9@x#vCisdFN>eW07o+Ff zi1qQ%(^;QH00Fy(F+KPD4pz&9s*}Xo9p{3L)p)U85$&*2=|*RbsSJ6?9t~F~Xfqu9K*WGs}jfRjY=N^g{w2GL-pjrm4b>i$llBrWgyDDbstt85e z2!X;7HeyQ zZDkKj*n(=8Jt&n}Eph4__V-uTW&TL%;g)BFn&(Ow#FwVCa^dw!*A$)1;$QEpq?`2} z)$r{5u_RQ~PIAzn@KHI+S874s78#&4DI#JhskIjLb#&~E%p%AUR-|Kk+4AXb4(nl*6_6s=qORnqp40M0a=(BU<{HK1U~gJoj1fVjDX*edPOdyChtQ{CmPd7A zL21-Ug=el%)I{-Q+sGl2Pe$Gw2_t?BeK#^V!CnH9wwG6*<2g++X~G#J0+VGjU>V}p zE;JtDfPl^gOBr!kRKE=4TZ`x;o;ZT<=ipFxKC; zm6tcJbpdvvmO(0Jh%B4N{08|YeI(wMTAT*w#Jgw6@~AodpN4Bgr0Cj_t6p}XA>8#Cr+Z!-CIGC7W^6un4M?PPb7n&OG1g*N=&(lK1 z-<}o|&yV9ePoqtK3oo+~=(-ilbaF4+o=nrvQLFqO20*K{&Z`sV@|;n1ofSN&9gi%+ zTX_+E*#3WDAC_9qd~;uTo0ylgd3>y7XZGE!EEIx2rC7!NeW=G3(|!w-l2-wyHOs}&9X$8Cr8{`z zrPLJ)E%ef4xDkmpkKdns6UrHUl!$PHN ze#sDqYli1{(xltl@4g$~i>$3>q%>mZ*&|8+wy|NH|QU`1(a+wL+c;VejNVivOQdAdw z*Q5=NM5PmNfnGiC(-pnB*}R~9->DN_UGxd8I-d;m4+1quOi&ylVUP`0wt6hXLQajv z%q$!pxL<3k{sYk-uxP;IO^kQskkmTEgmLWmQn?n%#{Ba$fBRYTthvsq+7mFKNUr3> z4Le2a3bNA}8`2?IcJxsBeI}h8@EBW>6RzN{8zi~NOygAtYCetWuzaiI({7P3b@8>6 zjBlXjk8?NE4@``gQ`?Y(c_Ll=^}2moA~Wp=Cc^tm6=^THSkr!3OWlax@3*T{Q-&X$S5dsIZ+IZX_sl)7w-$dt!2oIz8tVTm zPPRqh`JWy|P!_f5vo2ZC?O(CBT5>8#Neo2)?|_83Dn)$VAan3tqJX^P&W84V;f08& zE)D*_q94(H9~zwcd!}t`_jwMq>eu=Dn3&o3Qk#r*2B&tnkkJx~TG@cQw!+O7fo@zX zT9p-o9=p*8-a@BpiHjQN#mj?wb3s#EEcG&-@PvRMi=7kAS@g|=qB|-uquYBy7*1LkN zjR0hb2D3`J$}lt`i1#6TfZzKm$gfH1Ef9A*0Pgh*L;;F-T^|2yg&)G}4dCtNxCXHK zbg3%jSDiPchmPC|{fRRa^(lXx@51w8??aF}8jJ7YGQpfveBdg~IXLjcj9ov$ENX@x z2mGK#{mFBr=$06cFg2Kl@>5y4gdZZ8l1F{ITtAL*db_b>WoV-e(p>ZwgO5)qNc%v8 zsHZWAy({ESiO|N_@W!}l6~DL8rN_e2kIoCPkK%2m2kps3hMH`Y6(1qZkNNr2n8t zmO3lhKBjr3iDJ5@!P*QZPjp-eIB1}l#FHX6Sr{_o>30YZ9Xsl)qs2!HD_yy78XRT( z?=g4$a<%h&3kzbi3rX)Mu-gj>{P5lX25IXLOz=h@cL1Fs0M!7-w;ht=;R^NYpOV$a z9sU)6++HVC=L4!gk^e}?S4uBjYkpIA67ajgmKWJILcy&U#6tytF6qSvfYhfQvd)Xl zeWuX1oq_a2lCAB@0g%-VwWZ#3`FJW2Cq-{h$+=dtdyqNxIR^4$n`BEw z1amQGLwr!9-)D){16=pA3V8qj?&RCsuZ zvV)nB%RlQcBG*IyNRxA<&5-y^wX};%3q})cTx0b<0{XVF(9gQ^3JStz5-W$_(KZ8}>f>Vl$5>-+EUU11q+p-l zzDNsY;=r}fLY_esViw@_&a5{2F^y?X({U032)4(s>j-45aFcU6;$%KmWEXbZ9bIMG zb>@Ty;iDISK$hh1qGc{r%4Sy(Nee=7aLUTik+PIrm~dO0JcN{b`DTt$DG4QgIaX7g zDUl^}&9z8L;y4sC9`#b#hN_YIvy13p<`uk1&wL$C8c*ygw@Ypd?3Zsdckr>e>7O45 z$xXed`hU|J=nD60_vv8v<2jz<>HA$E+&U*nw0C%H*03VUB<{`l|-|yFUzbw*=qz_!das2&BR#3Q&sfo#X8n?Oq zr{#n_`x*9XMPTbi2_ni(v*M3VIDE$A1wiOkom2HNsZ^oHpyH{r^{aQm%6{DCes|Q! zEuXt9(fx4GI(GoK!N_A+#iIWu>KM-SYWbnU?uF7(D;wgf`F@BD0YR;_6|&3L_UnEHD%pG?xSj zg~R#borhN87PuX47tOhx@9}?3%t)m65gk3_YmJ+iVCd7Q4L-!TADehP7ll)c=Dl5A{ zysSL=Z!v$2fXw!+hjdEHDC_DEf}j;0Va)@c*pvU@d~tCdSY!Oix%KZ_>_0s)I|f`? z=Yn~Oi+#Cmi4G$%F+ynh(Wd`uWP_s+=EgyrUvToX(z-aP$lqogvs+)Vi*Ux~c3Jp#}RpAi@6F60P7d>K9)7hjPrAP{%*d4_WE|gf{~# zoFK5JZLizly8X})#`g~Ks(=h)sz%sp%`Yd>jZ)7C*`49}W!Wv@kRX5OkXBvq{fcT! zOPAiAuG>0AS~b?Q^UKbIQ#=#q161FJ%Ww7P#@U;S9kg zv9%6&vErdx!jNnYI`80IJwv^E%x3I9>-lP#{lL>dTM!4B+9OAli&#jMWF} zt#s&ODa7scJI}B5z-mYL{z5gCg941Xd7e!%E!-*S85`Po0olvmWY?W{zw_C)($!Cc{~5lz^GR|{g0VJrwOF{&vbF2Z0Ci0}{O+_~ zhEMnW(9Igw?@Q3ZKK*ynMwxBj)YEU>_YrNF%f3$SJ)n5T$b8d}_N`f_4!47cj7!ta znQIPizcfVnpNQaCtHHb}`ij02x?^nshU_{BO5FV3^3*NVsxbTq$#=@&v3IK6hwM-w zvjz_+Jp89yb{I;9S5%Z#oa~YIjV04{#yKjxr=#0B=~iDxAA4IwdKk&D=-B(qEk=_H zA_c`?#HYiZp9?o%tuo8quh=t&@_n0B#DCAX$-KxtwBVJ`KjEHu6u_r*fvuizKYz!~ ze&+F5o2kiPK1+16HTe}r&c$q$)t}FR{iH=cOKOuK=_H@g_4D zh*KMCWdoJ&xZ7P!vM}Rt^rZ}sQu`)HJGf|Br@-df>Z7QHYx6RAj>3lKtCHk;79996 z*k8+;7B5j~jEVKlRd#JB3k+aBVU|`xx(nzt;CI22mb5e>$5WyJEi( z9wMlR(r)DB;&Ry72WFnU8Gj_W6&BHkH`{`LFPi`D5>2Sw-}JYnrc~x8I=EY`Qnd-( z>{a#;8!o@mjwkpj@534b9&R6DtOj2a>_KlP5=&Iv0cel@QfZB*A$xr8Ms$cH72N)- zQxHmmnnLirM3bES}5OKZb1zjPY8PYM@p;T7RP zID%`A>PQhgi#XO27%0P%^R#ofjhG$|aZA9O1$Kx^DfhKyfHLyj}M~VW-M4M3yK|DOZ5yG@(+v-C{q^P6!o&~r8=D;&)X$Gdi-;% zY!lnXuzaQz${L680}R2jB=rmON4kqhF#*Fm+H{U*8l$Zi+el?|?KDo~p9^+{rK&qe z@kwGq#qQy{E3Vo+VFTa-lq6LnL(V94+7#;aguYkowRT$TpDpm$D%g{#`{5bmr@1N; z#s5j)($Z(&vSAH?k_rlA(!sy4MksA>2;jc9=dj^Sz<%|>f0|UYQ*L=wMrm;J@7|K;)ZZKxwh=ck_ZEmiZg4a9>a!TRiQ0ToyjN5K z5qwikJzfNxIhtgQv?AJmdHEn!-JX<0axP8(A(4m%C0q#EXYZtYZwz;LxYqk1NHvF^ zv?Un+yI&j0*7N34sG9yYh6TmfLeDb1$H0hYCMqVpnKW>F9hOM1RYLAhQzJj@-a1cw zxu zhUWpNHLhA_l1h)pv5Fmqq2B!?_ByFn+Z0)u`90##-HyWtR}(!~H#(JF*AFQfv| zn~Ti-XQQF#zaHtj`7iRGW5Owp#zxR+d!xBK2vJ^Lh~XRiVujrsLzL^52n; zQqguP&E@6t8=}+;w&VK)EjeV(zHvl+kx>^vWhu-BgZ_$xCjq< zkL1zPes#GF6Wj4vX_1eAM+6jezwinmTM(X+&!KJ;46}XUVHwlHb z{BeV;t6b&t(O!pwRheeOfj&i8D3}|0l2>^WS@Dz zL?Akh9mF&y;r}Gx=W87k_`i4FhTt=yW>?@(WQmn>hC)Je&{B9L^qv|mfTS1gq5N); z9Zq?-uIXdo1h4*T`v2K1+B=8JWI*?!^}Jiq#G)~&e174fJO)0g8n89HLAf^Z9|P0*26(O^?<>5ZO~_ z(YxWNlto33K@5T2Z{j!WToFIqUEs{{QvDknS+3c;U49CDEsj!LlI+1mCAA&~!V>LWwp z1Y3zZgGaBJl>wHVZU8I4NC-Y14tXD%&GetU1mmVq$|%tfzqNpl6bD&yJ62ZY=hQ_A z$h@*WOtQ=9un~Nftz@Ngw+Cw7IckX*nlQZ*Dv)@{KwUt!(sX^YYQIrnS}=ERFAo=6 zwKj?QyFET5s`_izRO$s<(V7Z95*b z5dUc&%GaAb`Gr{p@`~}v7c;JD&Q%^`g%ud(7d3Zhk}6ztbIh zJ&KV3avb6mPAcizO!V82zaTW%e~1K(Zv2s@Qk5TIVA>^+{bAvw@`+=N*5F8ebY7Vn zqK$xJa~jov7P)ydw9Pes1lfzCh_Yf(6tW>U^ZU1*>c7PN_%sJ|ndOJJyJhweHC;Kh z0PRN@A?&nK!)}zjgy5JhZ_O$FIJb;Ve1S+ibwDQ_!I*>v|~0yu+-%jTP55OmQE z;dyP+#%mZ-Ru0rst)nYzPS2S|&bH|{Xp61VcnAocx{rx(;|Ie!ONSWgsATSKTk_`0 zFaJT&3+P>XSsx$Jq4=osh_tkL%8`@>)d>R#!;5= zst|+xW)3o7u7bD-Yx*V9LBwzp1X4BWtSIFG<;P77 zup16UzU1#r0r#y#Kft~Uz7H#G{oxi_IGk}?v{$=#PLBZJXWls{ z&{J>KK)~gi?dF5@{M1Y(UE*)ACWdp4W03CRGNn*3e+(p4<#8TP2g0G$&W2pE@wPZ7 zJNNMPC>u@6;CNGA&~m3u`M-_-;dchB4j98rT>_{E$t;+a?+tjpwa%TF0>9CQ}oISG{+q!UI$iH!0XYso1^v2MEXA#-vuVEa6(mHLBq zjv&^78PHPor>(VH3z^|&KW50z#q3cWwibQ_greTb;LW9=p=Mls{e$u;P{8qI<1XaH zjVQ}Wd;S-(AVd_SXBI@x84bHBzrwq7Eao)QuZ@D@8217?6g z_j%Df2II>n(u0G%hRSQ%krKDAE7!DYY?{hTnkO!{#1{?savyn_unefnsy?IgQoKW& zk(U`!{C^BV_Y>Ps0w z83bdjs)@Yi@@VIuP{ZHngNo>tTScP5w9iZ$Hwc8AcnuXn0FLhv6bv-PLj#YrtXr^v zSjwcwCA!kB2nWyk#iO(So&*&$jmti(2}k+%GknA(yAsghhrrh2hhmr4$3i#s z`=lS_nl}LaddQvBtwckqD&Lm+uu8D|Y`Zl@$$pb&^lUMREuf)XO^E*sr$2a~P6%M| zir~-t_A%rt8S#YY{g%)E|bvm$2<4wHaIUE9NC z!k@^!*0YKpLIs<|w_t~etmM|T_3h5h2Ks^D3U-*aKjELx7~~p~sy_2uG%k8$s2tQo zBQ`yHW=EJJ+HPNNhTr_4@CffGZ9@oIthv8^N-siXo^#AhmD&+Z?&3m^$SB3JoxsF9 zR1Rqk9i=@`sd4@(pyY~U)mXqSaijn-^V_yTROnuwtXqi?FP=z|iH|7D9NuywUg5!a zdjS-t}v?=GUPK>k8%!0Bo{4U>>Box-sBho&7wjpneI9-210qZ69@ zjVBw%3OufiaZH1hY+@}9N;#p`Ij>eJyuY}Edw=po-{+xgq2pBeq0jL4BrkfHQyih z@1hahJ=TPMZ&clnwsf4g=x?%9BD#4A73m<>FE@FP_zrS6maU!s>RXaGu*xC`8C|qo z#s`d)w*kK1#R}}7uiB7|Tp;vCdh0Y!-Fo@TLLv_iI*+cH+(mkHpa`L3ez3h2M^42S z6mVLK5O82QW`)V#YhdG--6W;8b9Vh;|eg6I6R>Rl>b%b2%`E z^H?xte}jSe(TK~J>^lB!g;%8TKh)#OnBy;vqv`#C1k0|NB`AbBv5np?Jptk%AH4AL zK?i{}#Le}<<8yzxfdA!@BBn^+Pip*Y`0HQ+h=r~_dz*ldw@bjs!zN_68k_262?^RI z1bUkOVC3k}9BqL&Daw4|*1Re3oYx!GiIj`FDjO}6cD=PsMz!>G7fxAMw$GQ5KOT6( z;;-fr(>(FYYVP9V%~uX&?l-&;-2P}!z2V-^=^uvd0VNl>=mmeE(JrUk$#bC}R%sGW zTlA-N#mt%~IAOXW_55I!Hvqn8P!_3sKru9$azb1E`jYKX^GYIjO&5N`g{I+p z9TXr^=imx2U~<@8UcKyDO&nG^9~8FRh)9LLh~!Ge#aZprB4;)J5m7Ev>VzdKPg?qR z{4XW64MK-s4z(16(1x*-;9tnUUm&F3@zfs&9|_w6ZtB!;})o8Sg8_0N9= zZc|JG=c5B7?^0J;C*np8Osr_U034S0?eZv;=|A85j;ho7I%t0D1BPMn;OeqTiGpOU zT9KNi_xq&p|9bw3|4)?0bU!n0b-NRTKi&-|VvweKbRqxS{WH-2f~1-V6d zX|Vjj|lu{#~A-UJcmfJn~jYqPaDMT5`lprb)R;=y+nC?r!YOC^uho#J@6JcLa*NCTrsquN`5d$U2$Mb#g$&Ta zhbV(5sywvad4_0xM!g!$1pV$o9cmSM3kUwDQ&HaRk{DW*U?AM}{_70Cf?sE%|HWyw zE~MG)Z8Fgd)RIH57zMWvdo?!EF8{f5KmI>@@D6);+{e`2hv93S|Htl!jzH~qSqpYE`2^*5}5{>i2js_(a<3LaD~EMPvvSAnmqU#zvRi& zw-d!u4N;qXgS}$^H92W{jBFn~_rGcn{~`VhUyC~ps|0%OJK}!Gs7Q|%nitP2}_+z2#p0eZ85a!(_w5ao1 z=)I$&qzQqa=4xyid!rR5t2+rS<^4nh+KbOX+ms)UyYzwP-&gx~)^+IL#URLu2XX+s zf_)%1A$$p+z~iFW_+KPtZE-O8;(m6={rG>XI;*fYw)brZcXxM};_h0!P=XW-P+S6q zBE{WHTU>({3Pp;$6n7|;;!f}e2(DlDZ|{TumxDRU!Avr1U9)Dr_x-%4-~9vi1xV>P z+r&3`WEMZ%K(*N1>UF}8=&WV4I?a@}x?JpnvxqIZN z|7gL$k8ULkf}%9^XUraGHwQIhnR2$scb+Q9v2zdrP%fB*nFtaj&MX5)20w>$^L0O? zhVl}9U}!l)309Hmyw*HVsndhKU?CifZCuz}x1`Ft5INmczpbes)hCw;KiteyLG!=- zeTTg;&>4Sgfh2f<0$}Jy?r7ndT(8(!UNuYgHgE@Y(@rbAfT;%St#>Um`jdQK9!;7c zRNA52;DM!D4Y8aw=}+aTd=E6=I^cXpljCM+#p-wnE^;)VL;}|KHi^XaBtroI)Pi;s zdVagiL4*S~&V0hKZoe*_{{sLFSH-@o+WhfD@?lBUp+G1QC*Hl6K(W}^jGUH3+loYL znhY&|z^j5;(@)~+ly4_{Q!6nw#^epM8*3I*k}!&Lu%eE{#K9)H3udvy zqr>U=N*Ge3tnd97{BZG}Grlpb3!Qq!zLCb7OUgT@RoZ*Qg9H&Yl;t9hWi97Jd-h;x z_W&np2|Ww=4FAm*1=|_yf*BvzW(6n@g>SRkE;P^Qa0Hh1J|V8hW!%ebXleW8OP}w? z&E_swfQfKT7n-Vm0n8P{6;Oy`@y83+KK%n^sw?ag-F8W@*x>V#*lovR*9_a4cW-v; z51#~H719gZkZmyI;^vqAkhnLLPmJG`cBz3}kE!aRYZ#Utx^cSnXTFbOr=2brFqpg| ziw=s&^l%0Q(DjIIYZHQZv)0}Nd8m+F_xVu=(?kp3`pk1XW#BY=%a>rNaz=Ccs3G?@ zc8~kED(xyq#3bz<%1wQ8Xk`KRYRxLQv9!^^s#yaAC!zuiMrl!+c!YGK(;ka!o%gF) ze5Qh{f@uC3;rvwG7@`T#&`bcDW0qCN>#A`Yw=o_={U=uujG(~eJ1n+>7^x700-4pf zW={`~{SA+OV~U~3fML5Z2VzGttbO_ZNDY}a(GD0+3Yws#xF0*FpZs^c zt}fKkt7rNyH@?GEDi`(LsOW?rlvKQ*N z4o7E-iUBgQhXaq!20r>0{P4bcwv^<$dz1bt9+wO^8^lQQeBd21t0r(5di^ps=ir(l z^58@4ke~ij^L#oJ6Twy+f2;Sl8`ZB{m)nl;R^F%nDgNy1^r;1HyuUJ7Z7Z+NUQRpq z(!Ka(#KfQQa#}NiX=Y0^Gx>a=*kKUI)(6Q%H$4s9kU*X~Q`F%^Ze5Dz6P_kshxi}a z#e0g-f}oON7HTSGMBqD7>GFnGHT4Qs$*6?av)=MJu~lvvfYM~XMUbkOavq|A7vw>P zQ6e-h7|sbFauSzbx~Q(lasfS9e!1nY6%Ec8Dq-|euHWti9LRk>AP5hPT@z--{Ixrk zo~#`H%fXnbAAXX)G9_1ZcT*MU2(%_%c|2=kDw!7|gX%RUr*^RX+Vc$m@eXPDD#TL$ zdls{xF}t6Cj4j%u@@&6LW}3!&i(WwgWYW<2Q+9QCU26g8sZf5NBZX&ed+}J5UQpHR z4*ezkrx5roXajhfwj`;AgVnR(q|?EKR1IITwWBd$@9_E-ifV;)SwlCZ+n{l6b){C zTNwvhG|U0cwupO&*B|+I&*uWItW&Bv<;XyVBj;5n`&HDVauXX9YtYNN{<0Ct$lhNZ zj{DLQvQ!|yjj)#6Sktc30@?8(yq-vPb4(l8Dm+n%s9&1&D+a{sRekwMp@gVi1O-t8 zt>^)%BN~*h~;&j>3?d?1i`Q>KQX zHbT|SFUnZ&CPTGeZdw2e=zKEkj8yg&{@H&b`ZP!_6j|IXAaSY?+ipWGr;8!%cvbH6 zjE&&6tfQN{l0m2!Z&1bo0P15tNR0b5P05x_kJ7BSrq} zhM6N|8S^EBhc{=+w&)>u#Izz9u%L)yJKGHEwV03deA|a#^z;{E6D$)|39VV?%)HvL zzx58yItaU{Oh(@xj=(_S4!r3?V&NX@wfrrD3o24j?3#-C_%Yp{#blDi=9M_U^QEV` z!$UANw31F~KX+q=p2^+q*&A_|OTjX93E-Qo>nXy~+Wlwp)G%~uM#h3_rn^>*ihVtG z4{x;ijXZiX07oB{y)sS!+4}bJ10{kw+gAQ+Wen5H@ag!i)&K>qqhJL5h746(;WoGW z_M;O?kxv3}(Y1#rs_M5c)6jKttc~XMwl7tn?_~}9Ki-Q<_oPZcSMKX!^@Edf193)2 zn7Xwnx?%!NMzO9UxcY0DP#(umqP1#Wx2D6^P=u{sblVGuJq-`uG^jzi(N5}LRz;n= z>=`+Sx&EZZf8Cwal;ouvH*fhb;nHPcVEY^48in@pugvvB`#j(5`+hQ=t$CFW`iKJd zx=*iSzSz9b6^Na$%XYHeNuLVHAWxP{Z&A0?-&q%q9v)h~l--c##Q&12{5JirHk?7v z9BD1MSt%RM?*cn?$dMj01%*+}v69D*3YfDvPLVOjGelI@7zu|xw=uTWpCw9gj!H2W zC_4MeQP-@0WmwTOCp-0c=1|}lo3x$NJ7j4Nb3l@@`USC}HP?E6z7Y@IJ8Hp?EzStB zZ7!Mwx8*m7m02QN27HV=3`VNYJLt~u+NH*_R>?+Fj~~EXD)x&O!a=_P;(FgBYQKH z1%-#6E*pYA7@@tNGwg7{N&`pk{I&u9f^xEs>Rh8@Q_X5sz81+@VBc%rhv85#0DTgA zFG#M;mhDrM7JV$NCtdn^1tzDmx39m98)qnEWgp0+!PR#?KLbtdM$HzLm|9s%hbOpC z55H!-Q1_838PfhRxp;CmIO*wB3J#`Y67u?^jp)z)9qkuluW~`L#93#xDf}orx(drk z)#rhnN3k+f=8r&v`x0Ky=mAg=IAuB2l&0pY*HN8BR?$kpQFEDE5XZwb3r%Ye49aL4 zvERy8l_YxYiJG!EyBf!KXXdXb_I{0^KK|kt zXqx)A%K1owd6-tpM_{8jbHCwYjLYXjn|}(f1oL!fU^G!2G0|G*WzA2h%JuE72==Eo ztVqF$0HHMSsfHCb2=)`6+=vf^dx@bR10u6;BK+88E!a^@zWj`mGN8Bx{kb|))mxFz zX7|?!lF5uUlsWUY`_)P=;67lNB+rK%jgnivPX$5W))zP+{)FwEH7aqWsQ)IDf#Mqj zcTe*)H6U9|MH;(HU$$kK3p!LJW?X1AVZ7f*pj`3w*Zch}M%=En2K4}mKE^+4;ZLlu zd_fD7D-1zz_!_t|bP?p}pagE6vk^ntiI0YqA(JvD5|*o@r~G@o3f;K-qlV-zgi#o} zXcwGNy_`ubLe`@wVi{y|!W7E1R7ylHPLR;;eGVNnq}qL7f&wlfNa`y;60S4E^|{=-uhs03WWs zh84IJn!8F5j@BYvpe|U{&ZG2@B{5B)Xp}E?!JXAg%9wegm0eZDUy|D*QxVv^G^}ve zi6;-|cUri1)L>Llk9k+eQ00%w5kjw>DPeguV2*dV);kFCloaT@`F=RA`x~wikQ6#X ziE-SP?zFtvD;P3aeIvIqMQ7+KEr*L>J({O9#^eV8G5h6mylZ}meCFwJa$sq(@e4;T z`DE(jQdaRS@x=#-4)M3qTAlUJBYt9=SnFQPR5VFH|cfwAyLsG z=c?8XE*E@?W!%X!i^F`y*j%U^!cBOKc=5<8&^kwL0INbX$#g7jeUT$9mB>kn`Ilo! ztI#EMKJzK(zNOzcbIV<(cja5+y)_yc3knN|$9K=IMuIAWC<)mGrUqY4u-D_OPg(!cddz09kL;n#6bF)6b1$-fZOoiki zSlA_@$FLTSlWWYWOoDmvlUp_4)`soTN1)Gj+6H>=jK~G^>y3dmbLGja$5bEfIsvuy zaPctUmS=_K0x1rZ1O(G|Lyj_v%~yp3wwM6XTO;hfd)L**H&qwyGtEWs1=LS_dLX#g z^h4V*Y;46M?5ngyNB2l~uL+>Fe2G`VO)?Ui_y)h=7I&el`b&<@!ZX{CuW>&midMT6 zV_q|F2Yuhsfiw7FMw)yGi#5tB__=atNzl9$E{mGk=Q?r&90C0ybR; zsC9fR?*F_53HJ`OhN6auC1V*)9>5I>vrVTfgN}6$A;ID?`z3NI&DQNPBPAT)U;Dfk zRnlv5Ts6^pCa@(rHH}D22UK#3XzCW-_z1^d~dP+){8ruP*u9%Wq5u z;YP1;5SCZo}|9_7M_`4@MVJZRAVKRwAhnC9bxE zotxp_9Ir@KSCa9>ml~ox*a5m^oFqNkNiI(-Ea-VI?Dt2XybxnVTH2~q-#93QNI*(q zs?H-?|3lY#l_sk9{{E{a{-L`O=>;rPN>wv} z-5>_O-v_a?W0(&XK*ln&hiw>f_)5SLd=kovz%Xi5|7Xa=3&O>_qOqqXVuk0j!MfKfzi6xtSV4A+~ zTOWR*c_MKDJ;5h!`Y|eJ6a3bu_&%O+^kX70OUhLTAv}i~^Z2~bwy@xMqhuuL26&w}man>yt7XfZIOzn!_-#%plXZkhsxy*gr z%uV9O$Y;B-8|7DZ3upiujA6`CG^?2C2*KO0-zXi`QJ)0(#+Sq!3+bRJpSc*IsyV&H zX&6rYNk7Jmgl+T#<=MoB62{#~a4CRE<4YMOZKeQH!SA6t;RB}7&G_GLvvP*z`&QHV zE6t8{9%Q`HI7-OJ5K@v6%qf9&SOJWf@J}fsG3i}J-NIX=mQ7r`eIi72@X%bz7cmPv zw#wVS4ttfTfhn7GkxRXsx02H%7ifJ+!-F=L8A}j$8vph1T>*ZO4H@;dM+rvad8BHt z<()DCZigL&az+eRw=Jow6=i*T_kPEorMRF((HwX1y$(*qA`n1B9 z``etzCCFD&=cfaJFl|v^kZk#Wdr7$XQ$)5! z4dcu#@5}1ft;=q2Bey2gYBvUlp#6qD)>iIh1uVmfSOjBTFg8xJ!jYM7J zB~V8O{_D~pv2Kr@-H!rmJ^tmWbC(K26Ar7g&J>Ip{S4q@12%jXOdNbzm^TVfFPMgL zaWGea^=&fR^{2Ae?v2oZU~kL~pOhNz9P=oT?;pDO{-~D#j>vOP2QV0++Q&R&@^rTH z>h?$pi4~=eeFtVgxYJLD?4Ye_I63Ou+rGX~p1%uANRR@j@&##76}pWLvryIim*+~5 z1iISK+l0sJ=x{FcjX=Efgo;_sBJ(oyKiWEo-6T|kEnB^Sw)jtF(ZiG2$yR&LfaW0o`^%d|vyT+`hT&>)kd3t*~Pbf1sg z^Kj(`b5J@pf0#r3d|88DGde~hv4ogp*`?O{Cbv{f&kb*)dC#0a4;V9X%H0;+6*%>E zVoz%WViUN}2mDLV48PsI2E3s=PS)e0eM@0haaJ|JFNi={!HL_SasEoC|7SZ9^Q07* zr}eV;z7B`-3r)*X7W|>HHKMHL5=;OOu|H~wV%29E+-uD`BM7t@u{ROccg(%Y_a3s9_a7ByvhyHxU}$A3jeYm%8(+61w2@`bnrYop*`ogYd+ zBo%IAAC5P3N`Ats`^6{h3q?;G#dtZA)i-q5z&}0aW|MMH1G9ai0)_$)CDbNqUm&W| z>3S0nJuKD?JXk&issd%qqmC-%6f-mj>@l}hMpP$qZec%d ze5oZHuEe+gh{(|F1sWK2c=`7z43h?w4g94r5pogO_dL2aNJJ#>fB~96Gue>lg@QZ} z$uTlZRMOEP+Z?2))|a85T>#DuEHqq@agD1FSv?WlceA$RX4>mev?^R^ctrSDs001x zm_ClsTaoKW)9HMjTT~0OvlQU z_zcNx5!-MPnLdfb?|V8YLR*XsY9V}RxR*#WiY|;sQRR>PP(GZG#Tl*=s@(AR6JBGl zydM7E1p>==tk8&BRWQr-HZSp2{=ui{rcuyJqs}(*%WESGprt?*%IJ@Mb2`Dn79X!) zj!+7C^?sSgc6Fo<397x{o{0HPz0p(bg4Blxf;1Zkf~Vi3;Pnv8hlKNc&WtV|MtfXf zwT-WQ^T8J`kznHqpi~Xg(ubKgD)I>qE^6BfnSo1t|NB%lSjrUCDo1m9x)oeQv1 z4QWVDK|Gb&xDhbf#|YV-yO4A3$?Iqw7$`J-KWI-+KqOgkLaj8J06iU+nYk~zVbq|s zBpTU;_J}HxuZi}rLa74$t`c5d&1;I1mRg|Ch=NDi5HH?VXe-FkFUNaDO4DQdf{smG zg74Kd+0B9rYA^lAR-C8HM?*FuA(jvzhM@lsJd)dN&2MiCf;K@^g?V@WeFbT}4?M(2 zaU*sVDT$h1Y;2DE8zrHv7I%vY5SRq!Z@I5wh|cpwpT}-6?8JMrdTipHZ0r*SM)%YT zuLP3@(Oz)BvtU&$h>ty?f&%S+4eF0%icX8hP~zJEp13nu$d!E1-1Z&Xt2}kZT~J?f z=>yVsM&W=oNXz$W|Nha7K-nx@z-RLQKuPOoc5!5mBrUTRSeaBfGEYIn`ORH!zpXGv z-yIhfjw=}CL*BY+4W6Rs)DJ1FSL89+`#NOQ?S%=ijR+MgXgwn_I56vyqsfOXo)5)1 z%*nf-<2&QoKXe>RO%9biVHy&25y)S5>82KV%4c5zKY$jqw=>_~e@z}KIYq+yEP0SV zZh-`~O}`LDU`X)4r;L`+>B~R3J*Oo%ApT4SP>5$X>{$?r+Yd}xO@a1$to!I;M1b1r zGfnO$R*-tzpb+?iuDGai-)&IS4hNHtt}`Vl@#}%qdDWOH{lC78+vXo);ogpJ(HSj~ z=FoLCfnK7ovj^vMxn|MBD}1If8VM;{;j&T0+{WNy7B!08iJi_hrAc1cR!OaiKxRlc zRkapng@V1U^L8@ak5Lw=ZJ~yg+Jj+zZ$ZY$**8Ww@a;rRLqtZ9%ZOS{s!7?UcO8QY zHwMaIp`Vp#EjGxJ*`5OW81 zG*8(rEpLTTK^Qh#uzzG`1w_8O-=9nooKY?lg!CjSIacGA+<^m3Mlvk+_q8JMDjWa+ z^q(3kiiYAePUVEHD!9-HQD|iR!ps@eYz9exCqw9tJY8uIIRA`TVYglq!vqFRx>!t( zh#69>2d%8t3mmT>=lnF#evK-ffI_sf3`Q>{YBOcXZWUbZgUKV_ThtqR`EZQq1|fMJ z)>3x=AFQ!=978q#ApkJ4W#QW@0i;&0Ca@Kmm|Mx=wCo z=3^mSGG@d9Bb%)T?lmNqHv8E>W%saH?tZVov^?h;(FVD=l<6}dY^|c;eWLnW2*Uj0 zo)a$Ib*a-!EiQ0tp_;s+dLy=ZIp$yb(+_bip22#}{=d&!vd+eWexXemhq;lb^VK#Q z=9HW--cW8To3Di~P@8@AmN#b$SUe{t{!~y>vE2onV~_IEeOR+yZ*&Q&d)%u_Y-aCG z{mkc3Dpmbyy@#FJSH`LIa(?F_*8<0oUwLkDOYqCL?m7antO-xIPDjMpS|PA!k}JIN z=)5gFFumH%4>rE#FK^LRw^#ot^NnO`M^@Poym*_I!8SwPIoe*owRFb(eCGS&{T zn5^z>Qr9T3{CCT<0{=A#&56y4iRUKy%w?uX-2GVjG4p*l-FmGIwdP{f$A7LWD7fCg zHk#F{D?J=+%>Bf@9Eje;cYj1o|HIe@m%BkZVgX9~S`E8QQT%LK*24q^GH^C%I`$o6 ze+3XvIQf`7QE(j8Z`l?mWr@~^57Z*zk!<)LU=eXTPDVg3vn86XZ^;lhvZ&R?|IoLt zms0S2Dn73TGn*=%y{wEqD*{~i`ZWiZ1yp5@Bb zk;t+4+R07_<&lE#TQ6rn|L^-2Rue9%j(^v8|E==S&;HZ)9YX<+NgQlQ-2c4XpJhe- z|B(PbL^Zj9^}1{w`2Ups71!+leh2{KiICum%{&4bnD&g<>o&l$dX=F1-BUia_(nDC zLX@%}@fX%y*rcnQ>5V@ec*kgd{&1Gz@dioej4g^Gq;pbL_3Z&HI+KqC>+6jl+Jy@P{xOo1lx_<4E5 zQSc9#>Qm+cObeZ7Ga{Np%Tlnl>9DTzb}?yp$%E?puN&-@%KF(^#meed?dy?~_IpT? z_}*h-UQFA()Z03f0}vsRXMWV5&!_SO>d(ir8w~pwaBmvQ4#P+I`qSU@HTmZVdDP$= zcRWZD6K&9}3yci$c0)#&&S29jZ({9!#z*&Y+vC=f?81$Ha& zeWqJ}48C!9GBbRqI%m1q_;`L4t?pO#R3|xonH=7j4vcz;B5=uTmG>@yEw!Wc?8f4E z|G-REo$)>ZXRuW4K*u(-D%I)mU6TNeA|4K;M03J%2Q%JCyv3+FUyaUl5nJl)#7-MT zQ({@(=MdNIFpJY%31?4QCz0B?rty&9=W3TH{*mO(jNt4+o%a3wUwVoS8!fVFRY{1xl&Gmp5IO zMSF(%$;dg5MNjETuI66f_fpJ4^37e$-EkiTweCOIYa7OrPjn{74(XcaSyr6sAG|&Z zvZ$K+e)U(cbI6$``-MLl!-C3kPaAh_quL(*lsTAxd(vXpSJh>e8+H*7n>m(lJuh>` zt?#DTX)mA!?sWj+Ep)MC`G4iksBKmWq&+isi=I`T&c#((?{zCy+~40>?|Sy~bZd01T(kdhtD5&C zsd2(I{af4|j@O9c(p}ODQqtYs-Jqnj(m6yGQbuJb<6^Cm=IRuUV71Oo{P3H##*vCl|I$fv;XGiZ;2 zPe>?u)6tZ!;9ZgYY%1cl+{wR{JTk;ZW{nGBdg4$FeW`^rZBjOs(a(L6B|PTF0{V>mXCRVK^j+q z5cvM1ghjP6O-;?|N@Gk~IZ!I}4EQd!hNh;uwKb!<#2}-eJh|3d0d#P%()Z3sHjP)g zqGY8zYUR}9$c=wG>U6c*a`Ii14pVm&CAdamGr;9|^<%Bow1EZ~xUQ&uWol-YU+ki4 zhy^_IWTxW&V$$cm8cm2nCq{IS(MQt2?Nm$6y&3J|{-L4oJs@Sfx6`V!U7b^0hI4CH zI{_BAI_teXF|?QMl(*%2r_i|15br$B-9a3e4GLNa3a$01bwZ`;HrQNXq69*036Uyc z%ClXI3{H!1`R&Bby+PQ(}36*S$)c_3{-EF3w7zS&LfPU|Uxr4v)az8oK^`)Gx9|R_I1Yn6 z8w?*vWx0BcqMy;Llmj=zPJtFM0Y7D1;0nX;$kDgVT?@HKj@{(0cEC?!O-8h}pE&DAiEsfciz_gJ7xiRjvek)c{ zO98Z%Yr!jq$>%66JSxiZa8Y>l3J8;vEK0;T&x7WKIC@o+1lzfW@gtNjE!fS3rtMKb z8#LDYL4nbyjTN=0p;f?yQ2#)ajG|bJEYon@h=Dxv}UzX9@$ zEb~R|OdE@eit?ZIv)#{V?n3wv@9VP)_Y)H!@E+uMU%NuCwL$LdNtM*(IX;k1wcZt- zcgA52J~fIA;RcL`*t*;Lo%{RyyI1@BHuphbVrq*1*xwPuJJoqY-D?R`H}NE7d$lKq z|6%4Ixr=_K(xPcHeF7hk6^cyja;*#sLy_FzRo5k&-vaW;kD%%A?m_wXSQ-2`P zPlto%^JAdj`I+Bsc$9Y3DuNjI*1IE?v@Ff0xCiu7li${2#|lE#V8#(h@iRVxbwID; zjg*#w7m86orT+14YqrjIp`|HIk6u;BJ!kJ2h*gLE`VC$i|Ivjqa%tz;4H5Os+nW>U zNr|m@Se9f|avPn*5jik*$(E%{orJn#3IwvL+{pQ=0$r5-Cr}}1e?L}erX4UT4Gj%$ zK=blTN(O?=*O$rD?mN8im~IFx|Nj1dW?tTHH`vyec~^IL{cdGnZ>cMbLJ!eYhA!3J zrle5e@4@EtdCdIzH7|wy5@0?M*XNEqCE)uI#l?C&4e^D%v1)c$ld`E>dVID!%~m$b z5O@*ndx0tl&%im_Z#>|g&mCbYfvXV%jcqy^WD8`>8m41{+&I+sg9JR0ya zm~hjJscylpct%YO9kMy+No{q~pJ%ir5qJ?2aWSEcStQM@16B%Es0XhgbKg ze5&%fKxw$>s(vxM1ah;+q~7AilYTXphot=ebWP$hDysWoE9!KWsoZb?$YPJ4{s404 zbH-hrHDjpJQ;~T$e^9sbWE8~>ScoZHwu3$kP413o9i@`5=Dkh^ioeh3gCi(PogF~# z=X0)?C+T-q4exORMeY-caa!KH*+k>#15NEL580Gp5LfTYb=g{<9cpeZ=@~W!cge`|CgS;xfPs|#5C*!eclHG z#l8N;+i?}|(i>pW{jP;>oGhJRTer`7L=OSkp%n-nE4Kckin3j`3WLC{%n>P$?&=Xk z@w?^)kDU_nK5eg~PGe8r&RTm1(D1n}Gf_XEO&^ck0E#z8#t0vQ%ic_95H{)IH3AD8 zJB}l0B0vg}B`MlxUX+&b#E2<1d^GN=^M~MuH&EIH&+DPcMleU9nKwQ{T=Q;OS%#Ba z2d*sP*9Lkzcx&*(`cp+48rS-p4c}W+af4cm@wc~UV2JYR_5qIXMY}onhBEJCm-}hi zovQFZIy&OeqORaLHh#gEq3)=Ihe zaff}nx6u&9o^7#4O|QbGRJW60WZdY-ij#1VvJekX&&35daH9>V4m#;BRi+6(zn{gp ztgNunNOHb!-76=&gj$6q4GA^`N@>bPDivOr$C*I?P{y*N1e51<2ygEv7sc08BK6iM zVWbX9YaG&`{o87x#rp!`<0Yu;LVE{vr^MoATBZ3YO=;6{FHicnZ`gS^QL5dSlc1AK*zksnUIRy!IK~fdH#SpaSp{}eim?d) z`V0}AquVqP$EaDWbSh~UTvKxO@uQGLgj(}`rE|PoOGr8MWRc6!*z7Uknza+1?#YM? zH_z#o%2>D_8X9WSspH{+zKZ$iaxiZ_v;UIv5{*#XNnw0Y@#HJW%LHykh_|Cv`xJ3* zNY;J-yp;$p2Ox(j=<237caFJvZ70EfAdpp_^3(;}*9^7xWdW69-Y4q=W8>q-qA#u< zqJ*n*oXX(saDT{&pF>0tIy;08=yX*d{~jrRM6-uAFt*}vDD_sr}SBu*|+Qg*;|m&+Iur2 z7y}fGBzRgN2gHs8g~uk<{UfBAnmZ!6=FKopQ2bk)Ht>}y%Zg#!IQxlxY`E)|pVAxv zM1&jFEdx0RO7%cvp5ivYqOLBqj|q~heV)VQ9Rh$L7ShO)RsI~sU9gZU+}&cw%Qr_3 zCzZYoa_cdClLvqiRv^9;THrZW)brR}vwFPosHmtw;f@^qs?vLjP-!zDJ(oJ93(aJ3 zdU=m*h4aZ&1r%iOQSqSBKcU~S=Z#>Rv_VOa_`c7UWqMG9`KYjZYsXe=ggVym)W6a5 z(Z4{;FEZcVWA1mtV%ql)*7EyTa9hx6_4kiJ8~=MSj;8z`L`VDAeQgK--*EiDzo0D` z?mO>$hbSb`sW3o6qVzgM?u%zEDzp~H4PZ-BdK);oqrGW@7KRJ7xD~mq5CF7QSIF`%JRhX7EiG=)+;q2T`wWJ|Fr6k)Y$U?U*%)JfQP^@k*q8}RX;SCNbT zN?*3ULu)e-2kyo=1ZwXpdc)w$DE>D3vL=UQ%~xoC@~OL++OMvGQP4MkF?}FH)q6bl z^2cwl8qxc43Ba&t*lze4R(`+NXj|_1k*^u374T=so>RWw7>js75g~EXLTIqGJ{DDR zz^7n9iC{$)*&(w%m2HY@^Z`A#Fsm2pFKK$;4UX1w^i9-cN`*{d_`Qe?Tj4p)Vj4Os zVb>+O;a4>!q%cw4VY-|mgIbrtU5^5|L~IXlGL84I;~p9kYD1&$)-(hQebX;+Y&;5S z!2MIVe{ME)?=$)dO3Q6Qr+iyGBKs?%jUq%W6ythJ5+4r!3Z~r1eSkW?UgqowmB{*@ zMWN+i@4u7g77gY^JZz@k^n1aeFn?L&LBSR}PmhQ?;r|70_(mMB>k&pX=CWK6b}&rn zwyb*UWnNzXb7Pu*tk#XvHO^Z#U!eo1s_6980lN;AnOSQ1%%-Tjg`2y-bfSC7a*k}u z3@o_Ox{y_JXU5$B^~KD1#`MH|dLHsM=0im0dtjW89KsWHWvVXMPo~e)-ra7j+t^5- z+Aowb`0*W4&cf}IEd>j_A%_|ssAU65EUAzRB$ktLsmh+4+RW9fWb^mZ-*kh&hzDkA;hOOYvx^p;|oKO(VKLcNI8Z-Lcfi zh~Wlw4t59|*iH^*rkD93C}&S)1%xP?{1PDeYq{x@c3a}+^UEGS{1=y6XiYDIr>`CR zH>U3g8_lboNF@CwC3XJ()@~p$sW*tOK~fJm>c!J<_)$f+ zA>er}x!t8#w$0ezSJ$#8)iv#z#@{pRX-VSJX@fNnipc?$nS;3%cG4yToVw*i_ z3dyDO&QF{HPkvp_UNOySjV;8%j_yMSwb8nidb|>BP{&N?QIkZ^1Z=Sr-Dz*}4Jb=Y zPheZKZMsEIp8O2zMHPbbNk$zh%>NWk*Ij@cKMBxNE#f>VbyN_zJCPM&1ZRgJu9(lQ zl-hU8Zg_igRK=~JDYgjyUKt^#;i0hIcmawma{j19Q_wzf`Xp>!Nzs!-3T$i+Yf2F-6=EJ*-Ro=qM(AC7=|zpk?zZ)$;})30bdvV4}*zoN`ITwP7XQva-qIcf~Ilh+-8)wS00_zudZO0EhdM7jGdNGv?7-H)n!6G zwng5=H|6h~i|TmvC79Q5+5-`6kXbaJo+O&)I@44D+F1Ci+{)x2b0_T5oV+@sNv(x# zq&scDRO4knS~Yt>b>QRxDHU3h9+2Xr3?20C!6DTq zzhX_%q%=L~s97$-1Spj{UN^@2S4*j2(D@J{e)rUQn!gsDX-4a;i?NzNM;nW~F6H-| zF4T$Dg^|a=L^I+P{orxtyPf>;Qu28NHfC4j8?$^CROK<;72hqy0&BiY%XXs1lS|ezA{l4_LY9V42dE?>ah^LT~R}qd)fx^at zHFdsU(rZc|@aG$I+XYHHcq0)L2D&4 zy6eAwy6K!rN-vtepF!F`6x8=y8=OMxL>A`!$OTQu{E$2 z@2k5iEK+Ygs|>WMy~htq0rcY93Iw%UuH+nqT0ecDr9-zKi>o2{WZZUNWKuYfMx?Xo z=(Ji~_C(lK@5^tYAAS1)u{g5$k`hgOfg&-$+r=SnWUh5*=-SdL_`*ov=P_uXS23lsiXBFKP4;K#x1yg{HYS{^l`5sLrN@{Ht&`Z&rLxcz7 zc0B^Cptqj4_ScLzqe8wBk&$Rg;UdCoT+Flkt)o+YpWchU&$68PT;3}38|$+*C%z+%nJbNa@H-|W$Sf=88P&iC zIj*DF1(US2h}aB1Z-Ro62InP@UZR8g!we3~38jH41F9^{YT+E2+lJ_L{ye%+d`Sd5 z%cn+KB=o?!0nEAQq$ZKf;t#>rC8N*BhFJ=S6e^Z1rk_5dA|}=2oDxreN7O^K^wq|L z`P&Cp2{*lXJyl8>j`tn`ARB37_?rD^Bp+BW8cz5|0F!`-+&Pl|Zh*kRsu;%2*VL)F z%7f}pRM+bG{zOgJ(1E&SD51~R!#JsX_+7e(F2o^!2+*&Mw{;gL9XHYvePR^i{_N?w7XbU zi=m=8=bR>!MR%y1s81Vn$Fz#6H`hC%)vNpS>PTZ2+Sp!IDyc>-$d>D zcERt)9|0dE_{~9N!!Qr}So2J=L-jyg29d=>*_wVc)B*A=Iw?O~T&a9mq|2B>^pXod z2uX2xOG{Q5D<}wi$NT97ZS3sT7M&t;N?6b>5@ScT1G)$te<-%n9qbp4hKwzi_l&@p zpmBWw&bf>ZH@*Hzhrx$~`Ym>Cxo8x(OK{GsgV{%UJLW~|(`?BP;r^~GkNvsV!w5NQ zVvmhW#@K7{UJZ^mXqLJcwW<{17U`7NV~=;t`>;;Pq`oML6rFuz!bqJW$gA0K7JaH@ z+7z}VrJ&ku;~%P-*H_{fnHjj7*6Z=D!wglOv1sSTb89_@<1g!ofgw*_p^N~9!|ly) z;^suKzM=3=l}`K(3-18Db<8gfPk57&gUoT@qqu3D(BX|5%`7S@2Ftu8TQSm~cLl8c zFnx+|;cMfQO`geSqC9iFZ3N{$GNp0@V4`lhpP?c8IlFn19%GmG!5~2nnMXIwg1CJ$@v}lLu1pX zp%k&jd4((5MCT?DLoU(MRrDqb7icWLkF8oTv@+jjz(X(eCEHLxu4lI%!(zsQ$;s*H z_h#zy3S~|<3-63Hly^_8I)-cKuC`At?QluyMnG++apH3-HkRLT(cLy}zp+|3ednD6 zV(_&TXBdn$yRV>p+C4VVQZL)|i+y;~yvCWUYdB^^AKuEMEq$`HpsUp`t)Wvl)s!;- z=$w?dG^KR_G1`v$w$IGW4Hg!`lwRcNDjhHjE3yhuy61U(y8W&EQKfWAg?T-J&n?fc zqJ{f{(t$il*t!w&MR^uQnC^>@rt()-iXMe;q}mn5aY3-F%qLp zzQGJ5%+u2#hp(4E;9l3szaJj$GutaJ#lD>qw`nZ0-O4KK)bq(kZ6dXP7fLqaXc*Vk z_^6cNG@R;2=REJ;2^qfZ5>NBoKHzwo$lGCV&38tP_m>4 z6N&|jd&Mp0Poj`_`f4Uy^G7lUGf=7dnP*$~*GFe*h1CpR8NS}{E}i}*VVfF~WuDI! zP!u&NqLZnt9;nL)@mD{9~ih13|OZn zCgvv(j~A&{0SX+F;KkxYfG=0!fXQxpUg+0aUo#Y`@IVw6QP0nZ9Ip4Y9C|uWrYhOe zh&@QX#U^OwFY+^sNd@VfA`M?9T}kLo|| ze{=*GmzC|JQj@)zzUK|o_ef9vX(@rTxWW{`(T!=@eZ3NB6uI8{8bd2u znkgdlr`_dD4d$@cA2JG~6boWXaH_qX#|q%FUc2qFg53?<8C}F_(Y=^9nr^dNGpVyO zRbhxZ>+lC~@$JLM*pj7fyo98`y4LWYO&KEH%uSn~0J@vA4=D}MQ?!$B^a9SO5tcJ| zk2zE;cb*LjULRa`?|~2H?ru1Ed8v(9<6X-M_3FHj1Z@#;Hc{IwRJm(Abxmd7p!U7B zNprd^$GFQ>&VG0echqIQn8URXw7!Oh#&BlZPv!4HLBz{V=e15 z04Om%7&a#mXK6wymp|&9K2MtO8nqKneD(YZKBt$5#0Y1nK~A4pwxkDIcQi^N8|;mm zEEqphpHX4Vr{37g3-3ipvBIqs%ON zrQA5b7IK$Wh!uzPI-izUEk7FM%JWPu($YOsu9*?vbt0e^tV(34WsPHX40uCQXIX9t{Nf5Wu|m0WtX3D)n=y7t`)<&6Pk zc?4eDb?ZjO_-32j6GCtyBz%UwnX}8ssQ6oOUW>9uPWs1W8BmwF;UQY;&T5MplW+dv z1xUs8^f1D0G~u10eYPy6z=cuGlW(KEm+A^qVCCFF(XU_?J@7{0&Lnv%TWh0Mm_0P~ z46ZJS=v2wY_(a*2ME0(w1q#3b^RJ1S-_exWF(UJU>|IsRRriHcD4T{x;q|M54+dm6 z$d#QI$!6Fd*v9N-uDBZ4S7s-$$vA%YC-X13CQ|m8edwU1v;sY1z0&gZyB#ettbw~R zpx5GzgcAe{{U2l$^FG2YIjuURL)B?#QYiG9pZGwyY?ZgXKlAJZWr4(lOWH|x?Zn33 z--@%z5bMN)Lhft5vL$gJf2AOpzZfFNf9?Cl=cmvje?S40&2&M=CLdbeKPsyuU9!ip zDx=XB20EiMHDt@XbnN3>4VwaBU6i8BV9Rg8Lr7ze-cgg*S z1_p9Foh>KYr*wi$p6e$?d%yJ|djj@6e024dg<24YLhdDs>ooPQr*=18uNmqS1FXDY z_^U!uOBZ#^cg2BYk7AO0$Jm`mCa1+%WQq$02$_+Z{wE^z^%-j05qSBWMV5_~C|Hl4 zYhut85on*2ZyFmeUSIRQ@#D}yW|y2G1fc&n&;l5d*R&QZAy7Vd)a(8w-m!FNRSH%q?DjNX>HwYn`b0m#9$5I?$D2 zkH1>*x!Po49(+%HvSp%_A$ti64cbMHuCQ5tWNz&+#Rv2LObq0<@g2_mI_HMjx0`et zzvl~zgFg_J)t$;~t|AY#e{Q$W2sp}Cl$2zU5(Q1-QCGmc0)M z>$uF$V))_uGY=8$VtFhaRAoYEYss#1_#A09y<4tSaCwt9hDv90C$(VnI&xhj1_;6o zQ9CUO7gCGi-7>^~?n z^7v$XEpb!f41uP3x@+nHPqK4UoZ-ocV$2l9~~BH7Eedp5mo z?NjXN0Ul>@Mn8Ymck&WRQSTNZ3lU@@ENKR$Zvb<61W6>>69rRJ#WJTsa}F@X>o=hN9wprwpDzf&s8HO%L_L2 z=OF-0b=W2BN2XKKf#7l*r4I-JTh`AVjgC}49MZa&*QRBUrFMZ4mr{TdwH<^;B#QbN zq(;A4iRVli+B{T54B3%t?tE$BC`QfgbwDTlLcN#D!-`UDDl>fh$#KeUqEG^oHlqfK zQ4p~G^{%LFOt7#{Aif1hNL&cmY`JFXHs%|u`PJK~g5zK$$1n~@qh33*ca^Lt*UN|8 z48b`g=kBkFcW6MLn@wT$i^B7lj^~7MYD){Q7H-LemUGI2mbIWHxLI-#D3{A0<`& zHuW%PSfN?FgwW9q$y%54#tsEaq=iw2RqG9=DOS}>&(P1F049$RxYK^-BFFN7C17|wfcW06p6T^bcu@`);yB6zJ_=}J&H zAKlR8U|I@W23e@!LT~?e2ae`{L~#3_n8HW~|7(+7ZM;_ev*}lI-HIp4FI0c~u$r_$ zw9>9QXOB$`=}p|t!W$x3Fy!g3o83sI4`O=lH>ws&9_%fe+Zziglu}6<%z3-Y7+rJF%eBLa6>XZeDV;$$&5>XvOn)aO?P;IH#*Wy*_0uA=^X8 z9~^vhVZK98Q+!(OM4m%SW`eZBnHCpPG3x!9ibC8`la_|&EjYKrSPl6X;1Br) zFn5I}Fm!Jmq5fLybmQ^28z(eEb&%kAnC(Wi^gB>@JbIr0k_!&9%p&1{K&zkKJ_t=FNEp7G6gn2;0r=X&thul~+mx~% zxO*+6!!9T9UF!6=JU|dh3Z=(in+;z3QSeO2PZ^-=>|QPx{B87;`>#@E!0RLg=n8^4 z_uw97s(Ibt4?xNPA!!D@=E>6uCGg-fbh7N--vs5>s^tx&JLvSK4APbG`6$UCO1oZQArs;I0nw{B|oHA|WXm@Tu$g z$=L%kEKfCOZ6-*WLrMY-8^1?du=3JUWo@Ao7EVxKSruL(7`nl!19VH)J}M33CXuDXMq+Uf|NoXV06 zGHK0!O0Hiuuf2xXy%AMKmKA?O<~dz{JR=)J2ssXoNRaBNU!(6ST6of@P-SoEErcXZId^#A$qgI$kd3HEpYW>!|c23De+3olA zRKK~PN1`onwLP;HMcyu%+YfK}HEY*2e;z1>kcp>MnTVs7aHz>)*TICECx_uQ*ZlVMe+M`Xtq0bP6<2XYt( zw;z}0dgyLjzo-*{tWC#*nrGPy;x0$o7hZ~FDW~d0*j=aajk7|X%h&c5<`Ig1Wk|Zy zWj5DgjXS9|mdx)H)k{HALsimMLBxFzBf|C9o{|GT6`Mi7khspIK&9o_UoN%L|~LMLfh#4mliA z{`JUK@Ta>a8~@BGRP`*%VI#*QgLmJHJ@jt8ng2SzQ>8|BP*r?uG;nL=33Z9e^}y^9 zMw7i5{x|)W`ew>IoV)?YUUx(V6FA2<`9Ry)>OBwQU4VuEM1Z;x)83-&PSbhS9=ng@ zKkzP=VBCQM6lFziv|pPBHcno~=#Ab2%;Vupwwv1@&s)wdo<$Ka^}kP#Y8iUL?VCCv zP0_c+JeK-;z*BPRa3$Gp=2b58VHeetm5t=LG(mBd5MWX8`VJ)^W~W!z4p(vlv`;!9 zvs-4L(4&}3L07ilo^k$na4vo>)^;k z(nSZ|mSBs0xg`gh`L|gMudTdtsshZK?I~f8m4(5l<w1lk)Ig$!zU^sl%e(@`)S9O z!y`_`F3(dt6W_I(G^;zqL)-NJ zPVNhuKisfgJjPtPSyv_9`an28k z6|XI21&MUW=*6*qobzC{nz`;m+s|(Ebr@O>=X3{GGwR04lh%u#F`-oMn6>aXH>4Cc z3yVvhGnHk#>Fb`h7nKXno@=Kt$vNfq*R|FbGKV(l1M3Mchhd0d^%{X+g1~1qgjy^{Iz-R4*e#t_0Y>t->blo^;(tr9n8@fY;eMH?9TMr zY1YjSxP7;~PR7*OVAlz#<&wj*6CoiXy(Q+wI?c(z$pa+7o=jP8HC=J^4Cr62mR@7N4~w?sV^d7gaz>6dEY=BGt-o?UO;7jJ*6tXk!=XN);#b&s6$(Nsel zGU=@9_jxVe)xAf6v@;N=zk2X#x$PE_QaG)ba}p#JQ}qYs|egw z`wXK59{*ZM^XBxu?9<%<>)&^QISOFTRTt`V5w`Mk+2OaKsz1v^`wu{KM^Tg0P1s4Nj63!~SnFd;XxoODYbQk0f8% zUxwHpqB@8ukBV6iS<+=;Xt@31W$9n!_K2=5VmlZ%Pd`}+{-A-GN1OD)9o-@@ZOZj? z?sxBzs_gu=Hdgkk+=9{7&Pl7OZwUldTWv5RlD<{LniTIo z(_>jslSYA4t2oiVm&^JOhW12%hJ5Cq30lL{BHr2{9|Bwd_%iwa+80V99?|zCxc*u8 z{}b2xfo%kzW|qz1=?eQxe|xlA2g5zD30iFkB1Ucnln_|-cb(^I>Cg@2=hk^gz;4D;wUQU?}{1CIawkxT~O z$jeti2yq6a>_+SMq zpgo{Qj)BQb9!oi2@wPV8@erv;jmzGznm6hMwj0xHmy=(l0~YQq8C_EmmK+v2lQk9) zGpP12el+Hc8wQX??(a`>O*Wg$(&Y_eQ)S17pN5Sv*Cu2Thm}~!A14?+xG`yJ%D4wRKck=uK$w78hnaal zZ$MwH)g@gCS(T=DD{1!`Jk?unMsu8iXu2DD88PaZzr za(K(_LgBSULbOG!M`oA{jz`RquZXNvc5q+7=#~x#pPHUoCi9x7V6%NETI#wIS;+`> ziLr6d4z}Y~<~9^0&f6WVnIFOZ^$$%1kn)kin1l&1Ie=| zETh8;#~S(>i7>T%;v+=B2f9Y{$JSR_S9|!g;eP~v@LvM|s)X_||HU7He;pR?ry{Co z`8{NxJ2;wgY?8DWWnFTluR>RGCs2JO7rle`b zPXNi^@p@~TVC-?>DpgAJl@&SX`EtT6t@5uN$8BOwsFtRA$`+^@*G|kwMCm7`2%mFQ z#l4G!DD0wNeU+`5J^tubb-~M%wCBn{(`K}s=`zAXd3E`po42O&5tawUZ;bpiOUi8V z@gF2?Nq5}fDScFbfM9%rgwfmA={NHF% ztRs2L#F|pWSaXsi;teIz%ui9gA)TC6d{5i(50^sZ?=j+-b9iR4dADKmwe<_$61`%; z5+w2f2RS|XTP;IuA`S0apU>o8+@vk#4oSbX6^uaY=WgvDQdUU2+XG~NMTJ~RzDno# z8OgJi)CExevK7PbOnJ)Irjkt~U_J=J6-0+%%6_CYe*OVFKt_&9k%j+TPD@~^9?slf zknj{Jxe@Roa?VHT5puE8f6M}x4bb9mh^u&&$g==+Q?_#{_ul_Md?%O5&EhSEh7BZ5 z`dz&ng(gkv699QUV*je!5ku)`*YzFXJInvyfM6}ex`k$RWBL}a9l+;yCNDvN!_)L_ z>8Dsn%6Q3Kl^Zk_0FAXq{0HLW|6d+_{)Z``HBK(pb2)_8K`yG#OzyiPmfZKgRS-Ma zYMQmQW!qw+wAm^nh4G#ueRl7qA_!!h)Rr7TAqOXQfaJw%*LVZG}H<~Nc1RtTp zz(^?5Zp0mU2H@C$!o}W0PYH#E9G|x_OJfB9=u7MMxy?n4>p~iU(=&pIEeRdZJr3ZE zQtdCsd#ge~{mMP!!#Mk@dy}b`v{MG5_|i?`iS-4-cWrfhoB$d0UHQXwg6#70>4}kS z8q7(j!P)d(uH^-~_ijuiug&7Bi-o(5yYkri5gH~&z#NNPT&FZP9#HoX6~l8|0`Pbg zHw^HDrEwoE!GFAZPN6qj-a)#X38>DW82~?HlN)ga9I%vBAzz=zYwj*G-T0i`|NU=# zma!h%o~+MlxE|^FX{V_LJG^u0YrWU(|0aO_@nW*Du9*RQew4A1Hp2bVzm;AUv)DKcAww8uy zuQn}vybt#Gk^Re|oi_D#tO~M(n{GGn&)8xS9mFJ|F+)NjR7k8+L2P2}S>; zE9gTwaMZEmh-S7K2TRhL+8P|fS-`^o`qSSq?>QtH(~^p#H9MD;LnaOG%&AZLeX@7# zIj)qg^}I_@-b!{8>9oA!Uu2}}$A3ua@yy=^dl_^r7~{r$+i(h|XHgX767A%O4R(Lq zto@-T9}{5B*RN;5+_u`2^GbEl2=Xr1al`kFf9IRBHP2200+~kJj2$0^Zonz}Yd&z< zJ$6$IumjK_?Jp%KUe$MxMcW&uQD5Z35@}|Jd*eCOSO0Gvt>;lX%xjVYKmv}kR3|0#{L=o;l0l6h6h7f&!`jGI>YD@j|F9{en`;mQdlevi^;FIKhweEgmO^d@4naSoOh3|7eY78}P z&@2F)F%irU^$~cTa+)dWU%wh?CIt!#jEHilvKoV-1Hg6&;Px;=AABv&v*~f0Odtu+ zQecf7S>3Lkmk@o`_OP9N_YAwjwfHN{VEl=AQPTQ7EK9C?0$xE^swV-?@_ia~tZue0 z%ze(Za!KK?fHPl8Vr?^@h$L~ZWz#gQkV)0b>)O&0CQ^Qcg3ChqaSxstx*UBjEPr0V zSK9JAq322Ahn2ZaZa0O|v5zpT#IK?sHMSj{l`Oyn_wLK*K60^31@y$h;OcPz!4ps& zjxjH&ffFi*WF?$s$~4pWZ`&tGQ zGr+F_3s$aq>*PqEihFs)3kLP*3cPc}Nh`f9uECCB_A%17aY<7urr~0Tkr@2!CSi>Y znbDH7J(1PUeSId2G{EI_``$Fp5xLNIGA_gcP_HM8jln5`1IRYjUN2m!76aB(M2CDS z89lqv=B%(jbDcy0)+NA?8RK>D)d-gtA>3+Pb6Du+<}X3;jY>-!_2<3@wqlO~|0Yq) z85Z%bN^WFg%vKQ0TkIR&PJUMDONm%CK~xyJUpY}lz4zNFlH>gS09a}U8Le7pMUS9(VB{Hs`xJU{WSJHVj>Xq))tN3 z5<^SpxS7X&U9m67A5`b{8*WDgAg^N*=)M@5+^=BT2iU{rE)-`^H*Ep5ri*pI7pt5k z{N{n|TL{e`iV)+h`AR`K6h>kzI5vQzmFW2V#Czc6Nk65#O=6h>{y zE%e|XnJ7{URyNbdwH1ZxkTrmKDVFs`|J^~C dr8`uIF9d8KR_o7!f0u*wQCwE6R7B73{{Z)1gw_B6 literal 0 HcmV?d00001 diff --git a/NLP通用框架BERT项目实战/第三章——基于BERT的中文情感分析实战.md b/NLP通用框架BERT项目实战/第三章——基于BERT的中文情感分析实战.md new file mode 100644 index 0000000..89b8f91 --- /dev/null +++ b/NLP通用框架BERT项目实战/第三章——基于BERT的中文情感分析实战.md @@ -0,0 +1,13 @@ +### 第三章——基于BERT的中文情感分析实战 + +对中文进行分类demo,分成0/1/2 + +![1610163467782](assets/1610163467782.png) + +![1610163998069](assets/1610163998069.png) + +我们使用的是Google官方开源的中文BERT预训练模型 + +![1610164248560](assets/1610164248560.png) + +> vocab.txt里把常用的中文基本覆盖了 \ No newline at end of file