From 4ad46b4edecbff0706525814e3e31f5a9ffaa6ba Mon Sep 17 00:00:00 2001 From: Richard Dern Date: Tue, 2 Dec 2025 17:15:43 +0100 Subject: [PATCH] =?UTF-8?q?Analyse=20des=20t=C3=AAtes=20dual-face?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 15 ++ .../step30/minifig_head_faces_characters.png | Bin 0 -> 91772 bytes .../step30/minifig_head_faces_timeline.png | Bin 0 -> 84726 bytes .../step30/minifig_head_faces_top_sets.png | Bin 0 -> 152335 bytes lib/plots/minifig_head_faces.py | 133 ++++++++++++ lib/rebrickable/minifig_head_faces.py | 194 ++++++++++++++++++ scripts/compute_minifig_head_faces.py | 64 ++++++ scripts/plot_minifig_head_faces.py | 28 +++ tests/test_minifig_head_faces.py | 148 +++++++++++++ tests/test_minifig_head_faces_plot.py | 45 ++++ 10 files changed, 627 insertions(+) create mode 100644 figures/step30/minifig_head_faces_characters.png create mode 100644 figures/step30/minifig_head_faces_timeline.png create mode 100644 figures/step30/minifig_head_faces_top_sets.png create mode 100644 lib/plots/minifig_head_faces.py create mode 100644 lib/rebrickable/minifig_head_faces.py create mode 100644 scripts/compute_minifig_head_faces.py create mode 100644 scripts/plot_minifig_head_faces.py create mode 100644 tests/test_minifig_head_faces.py create mode 100644 tests/test_minifig_head_faces_plot.py diff --git a/README.md b/README.md index ef69112..bae399b 100644 --- a/README.md +++ b/README.md @@ -312,3 +312,18 @@ Le calcul lit `data/intermediate/parts_filtered.csv`, `data/raw/parts.csv`, `dat - `data/intermediate/part_categories_global.csv` : parts globales par catégorie. Les visuels `figures/step29/top_part_categories_area.png`, `figures/step29/part_categories_heatmap.png` et `figures/step29/structural_share_timeline.png` montrent respectivement l’évolution des principales catégories (aire empilée), une heatmap exhaustive catégorie × année, et la trajectoire de la part des pièces structurelles. + +### Étape 30 : visages multiples sur les têtes de minifigs + +1. `source .venv/bin/activate` +2. `python -m scripts.compute_minifig_head_faces` +3. `python -m scripts.plot_minifig_head_faces` + +Le calcul lit `data/intermediate/minifigs_by_set.csv`, `data/raw/parts.csv` et `data/intermediate/sets_enriched.csv` pour annoter les têtes de minifigs contenant plusieurs visages (détection par mots-clés dans le nom de pièce). Il produit : + +- `data/intermediate/minifig_head_faces.csv` : têtes annotées (set, personnage, genre, indicateur dual-face). +- `data/intermediate/minifig_head_faces_by_year.csv` : volume et part des dual-face par année. +- `data/intermediate/minifig_head_faces_by_set.csv` : volume et part par set (possession incluse). +- `data/intermediate/minifig_head_faces_by_character.csv` : volume et part par personnage. + +Les visuels `figures/step30/minifig_head_faces_timeline.png`, `figures/step30/minifig_head_faces_top_sets.png` et `figures/step30/minifig_head_faces_characters.png` montrent respectivement la trajectoire annuelle, le top des sets concernés et les personnages dotés de têtes dual-face. diff --git a/figures/step30/minifig_head_faces_characters.png b/figures/step30/minifig_head_faces_characters.png new file mode 100644 index 0000000000000000000000000000000000000000..24ad8e91d721b79b7ad7dc814aaf1609edcada73 GIT binary patch literal 91772 zcmeAS@N?(olHy`uVBq!ia0y~yVE1ESU=844V_;x7Q(Ae6fq}uQ#5JNMI6tkVJh3R1 z!8fs_ASb^hCo@T*EVZaOGe6H*&(J{6Tt^|Jq@C7E}u6`YpPdN+0E3;X|r>m>G(3m*M1GPde|a->BL0k%VE*EQ^jIS0-wt=FsKQF z10X@B`t8>6Uzg|qo02xa_S=^ii~FsdC!Z)hE<2si{?CU$e|5Ltne=Y=`+ZlgTzT?` znc;v+LWn*C1A`BfczjKvUc=FEuU4=B_Nut+Ao%HYs^=VV<2y)y&W5?d{j@|M%KP61FLj2{07#sva z$)~|{Q`-IN_j{+m+wr)sT(wW?!1MX_^Z0B&9QadPqoG+O_IS(us#h!boV9#D$F{bEfuVMqsUIUlL!S8E ztc`X_p(O#fpU)V->@hxfqW;d`2hIGK`0GA2e>tJtzeIIf#35sby+=IN=T70SzyJH* z_o8x($!^}>-nYu{*Ir)W*jzL{|EgT|n~8Zl9=4VId^&yk-12*twZCuQ|2AbpeYu;X ztxVAg#msiuvVt%MhFzWD(0`jYGj&=a*COpT8=P*X&CV@4Xu`!9==1mP`?~4>K26_W z!M0#}hu*dK8u9u%m>;M10ADth+GUU?K@VJ@ZZLh}^FKuLIUzWLSrrKHa`!$(UL&HvHbKk3a zy;k<0kH5`Fms`2p?|wRO_Vr5ebKPs|cWS@iy*%09?&ibV<97G@?S5(e{kDDo+2hj3 z1&{A}wQBXU&FAf`d!>e^Rv(LvW4AxyE1;g^sk>) ze~(k}x7GhYpFh{7%}8vkk?Gdm7Ex!{#wR-~U--E6@x71xtjl(+KXKCVxXk45qOxZT zeLj}nExqphd`_`nocng=jql=nCiHzae7oiHwzRC3OQ(57=kG1u^yXE)i{{MR`dwuWcijBTKpFf;bpa10Ix%MOVFCdO6TtcB*`R&7+v|627e7 z_dh%DtA6|^`8<1~tJul+=^tf|N-ci9c6(f1Zkg%h$HBGp`(r{~@7+2bUcPUBd-=Ue zb=k5TiJ4okhMj)z`EicF{ogN{Kc7zb|NUmO|E~Z4ep~PP|91QRdH2=DA`%+^*a<#2 zuu6Me`}t=2{I^dc85v%ri83%Wm?c1vLviiUO zd_I5u8T0!!Z{NNCegA)5-I>mv^DEvRE4O>}{O{ZR`rGf$huCfhmB_d69+xRT6ZrFd z{lCfm=KuB{=Cj_id;RP6`}Z0B{c^dy!pB=@qs!B);qkej|JDCEEU)$V*H`KH=S#m{ z4G*_^-6oy4!pHP#$lG_-{kGp$#FSigUHiZ8>D2IBcg`1|w+)|J|L>=@%{f-_m<^u} zaqIUK?!R&WN8P?}akFD<&&pOjXcYc(qu=I}$MW;}GRgn{{k?tmvEgwUW4E%~!tc#j zuisbIe%$h?NN|YW{y(2~^>0+4*IaSe=R|VZ_sWhxXKlaVd0cy^*X-7cOOfyQ|F28E znL0hU{64q-o`R=augAUqu*c6sZI#un^Cu=Mf3E)dqwb!?vgvVEEAJj(vCseb^>Zuk z)jNH@8vFkF!!?`FotnAAJp19}e*1Mf`+h!?y{CWfJ*WDd3oAb}FO>UFQ) zcT?;B{@VJ};$rWY!}9+OYQNn~e|dfXztX7szh8^XPZyuJy?$$|r0mS{JB9B5>~@9NTcM5<0c5G&Qx^CXp@Oaz*zwcGQ_f?-$ z;3Q?16Y;LEi|@z_wQPTx^pa^ucUrz!(ERD6+w_c*hccB9`95C`}X}J_Vf}? z-!*@GWGs!!Rdcu9Oxw9yaTiokAQnh1t{=Uk0bGpv0oB#Js`cChXKFen( zBD>x_z$c?Cr(7Y(f=fI_xQ*6FOGEa9IbfuBBc7y$K%#_{QuZo3>1rZ{&VMI zpv2s%`TKsR?fP(t`|{W8@$=*Aemi6I-%VEgzvn-&hFxnr|2&p|zUTOP`S&j;-hYwQ z^E}td%J#O<`tQExceiYnE_ymO{G4p>#j{fHR~Gu|?fr7;%VPPz8opc;_ujY`mA$rR z-6LC#dGjmIx=()}|NqzZKl`NKum8BK_RYrQpLV{;yD0hpvh@gxK-cx|9I4G{pLg`-+|+D)obo1|2$^CZ({!TOJ3Tc`+mJz zU6ya2b7O;!d=Z`+0x6gljsrTH8z{PI8#j`=7y7sux@vle4<9mu{?|#2; zx6#ihlegbnx3=#xzuk`oMxge=>&4M8H=no5{yZaZ&&Ole@-`^y=k0#GExUH@-oM{&%RYN{+24Nc745#2w{BV#JUDQw_WRxI zX?|kSIU7Hg?R~rBao^8f6}*4G@Bg3see1p#i@KlP*4=P`$x{65tSjda-jIF%`0~}y zANK$MyZ&oL-OtnUWj`Wv_m=y0yg0Dd&TY@P+f{N|`NkWq{T4g#U;F)il=RH@-B{JS`{Un_`*rPq-#i~BuYPRHHg&GdtGC~7 zK5r*0_kQK_dAHux)qPzZzjfaBZU0u>iTyoO0Mv+jooxH>$K%H_@{cW7FBXrl`}wr& z`{&Q||L-|`=;cLs`MbZ`zx3PvT5&k}*Tw$2E5F+RMqQ0LYjBunYNujR>|e>cKab_N zSMQckjvPT` z>sL>YFTYzlwKMUg>hv?e=cmoe{KRf|YxBEZul*(+df9R-XY<)lc4l`=F2@C0yzTq` z`PTj0Z$<5_rEbc--&=V9V=r^vvzh5p^3VT#KEM9=a|VVNdXvA#tk-5>2v{Z2D6K5D z`u3DyznRnG>wcEpOr8Gpb+XM9P?v4r-?#bO?=81FW$YIC?fw0atCT>kpikE&PD?FT zy)FD$#abv?clG0hsZC*jq@K%?7cI!aO2yRwSMI{Q>T~Ziznw?kIvs)w!XhuEZNk#=U`6$ zk(VixeW$rIhPx*m`*H2utG??oU;nt-J=!(TYQJHf<+0n_o`d>O&&|)p_e`BTVZLd| z@oqmI;m5V>mG2hHtvX-X@%>9y-fr)niMPFCw+hS-H5*OyG~Adva)gF%cax(Ua#5g7u#R{{cid5@Ao!5ofchIar>xP^qSI= z|3~WXGBT7Lky;MwSO~v1JQkI{|IbtX&sH6wAKUM|+O>RRTw;!}(zWT*b~QgNvf0`q z&Tm<~D7K@NvESlR$DV8Pcg(uxyk56EPw&u?U)i#@d4CS>+4U{X{q+ymMx{Jq)=3eE zb-Q9WuDg9>k;R3;#)M;%={bM@J?^*9`(Ac;#WxoO0=H-|Mz|UPLB)oHgcaU z{QYXz(yL0j)k$wJGcvP1`E0pOgD3QVhx}{nV`dBQRX(5lr8mDux&Hs;`F~VotKV$= zY53@8Z&JV-M(J!DH@4eVdanX?KeS8@i&}a3wi{oP?17JO)2D`py)3Zb7?v2iCfH(M zlS}lj*QVk}-$!JBI<3F|%yH56?<49>&gHLRmi+m?>s4jvonyax9$W9<*j5;wboXMG zqQ*VxS0^tWF*3aO{n&ErbIxl7WwYP7U9`LQt;gw|Sai-r{cfHs>!R;UZe8D6;b(2M z@AdBJKYKRXeX0F^cl!10JpaA&M>?C*+~rd`@4E;4+m^oSS+{5Y{$HLb8$Lh>6vEMIq)T49N!2R&Erq`E%I=*}V|NFg@S!>&?on1~@C2ILwuZBH-`y<<1 zWWynmU?0PK>uzN6S=~C{lCrAIe(U$u?&W)*Es7|6xAXb3+V6MG)1S@%|0n(4p_0qK z)AxOz`~JzJSI4CD?>uDZxfT5Pr`i&a8yA1ReRKZyz2DyDGbG+u3%@ozUbkoUx?Nhi zd%s@W8T{+(^?3jN|Np-KEO!2*khji6`z0HW%T+JAnLdB-yW^|Qe)%!)d*8gz??jHi zlK=nX_{;qI-_gtOiK{O;5MkYzm{U0K@z${Q>-Nn*UY!=2KJWCsAG??tB;-LOJPU3g zmEZli|GDt0Z4KggR|Gzp6;OQ6GJW>+;}#D-b~@dhnLcl(yfGK!$Kx;C<*GEw{~y_L zU1P<(;&Yan`~QCPR-adqq!lZoy|~)&-w8R_qZayxYUWmdLA}-(hV^BuL(k{C-}R0S zoZV@$?Ear;=E61iH|}m-oFRTUCeUH;&u6nQ@BMyn_Wb)l9@qS_-Zt6KO0$1Sj=uln z%QF`x_`f=L{SIhA#Qm&W_=mOI@6Fo%aZ$pji|+DEv)Au6%Qt*vY;|wh+_GD8miw>H zH#hq8VsXFUhrdeSg-;);xIa7OxnkGvz$x9=gKYMHzf2Cik@YR}opLTVv`LANwwQw&02X;Rq}Xb?DM>uRkBkH=idt4x!1R6;hM5)S3{L!>$WZ3wz?!|tNr~S zyLunRY~Q~A2XpmTnd5JF&FcK&{O8;4{Q28o&A3wk_jUYF%YUFQ+IHEp8;W`%jfVDC*47=d?y<|a%I=yg+kNZq`kfW`7GJj6Ca`$T|BwCkPx#f2 zR9w*5Q(h3fGGI zUzg{968qox{fvgeIs5;Ag!i1^7|$&$dH?HH*>8agIr$|eGTH8rm`$!O%KX#w_U-b; z-;edVm}i!Y>+XL1cTbs@OZu_r*V1h6DXV>bU&hdI?!~PnWd;U@y9!n;s~4Aoio@?O zEPM5?M3}$d@wm@>`~AA=*H14_j1qlabd2MM!0X?oU)bOONUpu3rnBjUQfypsanh<- z|4n=CH}&t$yL)4igVEC|!F}J$t{%_MuDvYqeC03qZ@=H~-+%byk-37di|>}**0nc3 zt+zX8pU%AZRoB&eN~2aUir%R#8ymlSKD&I)hQohtJ{(|Pd;hrAqPZ_G%)YUHXGN{c zLKC}|fVX{X(&ygVc-~v2JW2P_xq0_*nNC&zR_)_&!!G=5hVW;bBkjUTwYN{}?bexF zaESBgrixnki|f?mf){Qxh>2ajS$E^VlIlf2B6OwP*wfu#f9rd1yMF!N`R;D3<=a;F zS*$<4qy|(eiGy?E@uM>i_?q2Z^0j}*-lzO)Kx1gHJ5Fun&U(Fmf8D=d*P`>cu6uc7 z8mLeHwg27K-(SM6n!17-+I-woFS_0ce7JL$SbWdNp1i}~Vro7fm6h{fb2j|#h916c zor+vrwq~ zKJBv#PX1E()!At2p84*Mc5ZXqC63C>ef+hEjoq>L z`@P*~4ckCn#9ueh*G=2szv#w;gU!MDVQ&}pZna;(=hG>(eBsw($2hL_g&f~{Z0Ft7 z>9MzTo*mh7T4M6;iM8Kus*B%S^}M2{b*Tiuby;|FPt3avkyM%JHG9L~s?5t?w=>8# zi6^r}BYgLyWZCl@T{k8ypIhb?U;nps_wUY&d!lot^+;Td^65%mU8d~6LgP#5{K>(7mP^m_9j@qk zAt!g=;@$i|Pt@1WJ-RWk(0%>i3f?(YuU5+5TV^}?m*tAuGZOu>%8S*XRd#H=RwyIe zX?P>_YtPHItM-K-JHP4oyWQI>d&FZ39CtmP7HxIMzvtT8dG{;cXJy-O>^DAVvG{P| z)~n|p{9tewQ9AzZ+wJ`AeMS0j|Nc3^%%Af&z`e(~{$Z>5t-ZNxWMj4O?XUmX9lxdQ z>#@JqTJMfmr>yC=R$RQ3kwI-17XyQX`Hs)$tQWiL<+sb%RV@Ejc+T?qmUqcrn#)$a z*>*c`>i)lP^QXGY*KYZA!I?jF-Tr^S_PkG>9&2|0*#u`k$#nVbwOhmX<;|;n_VUBV zxXPzfYj*E^Hf!~#&GY}RDf;Ce}PbPVX z>FxXRXwUrJ?{=*&deF%J?C*K=`!#EyXB?L;&ndPCjfrUg{q^;Dx$ zeb_F)&gRnz<)6Qj`z+PugKhk8=WIS}@m#fT*;%vOYl?ooTppgc|L?ayGWUzm+fMy_ z&U*bOQ1?adx!&$KK`(o5+;3oHj_NP`@ZjLj!bi{dzS(qI%UgeM$-ca$Q^T@q*POV2 z<6iCeyK@%5%B}lxSpL}=aP{;0+3fs#Rd?TPJ|8D(Rgy9L_-9Z<@_yQ~nQ5#3y!5YM zW%K*Z=Bd-;sx@hc)%(lE&-^`fhI z?%uOO-nyZdZ?|0jwC~Z3$EJ1fc0Lc=cDL;IALFCBpn(EE+0RRA_ztm($6VOeU!nKN zcEzuXjit{kcYubeQ%~z`_IYZ)|EKTM_x1m)?ao!$9{XlLc?RX7J+7&t~>2ff4k+fpQZ5D^((*K>)v+1?)SCZYxe*9W$FKM z*4~%PW@}Zy+33Es{{O$JSHt7?9{&61&vX0yy>@Zur^i)g{+s!Dj_bPgd6m!p7_Z-U zD@!(Q!!JA8_}zDsCH4ROjU;FLk`@My7kH0_r`Fwu-&x8DR z0W)hpojktteRzEB)nCQO#nxYc+-I#PU;gCn{r~^UpHA}DJGry}v&42u>&*-dlP7`t z+8469mOnhDy?%|4`Q4JWzh7lo|NHTHcZ`MXeX;t2zC&)&ZvAqxps~EDZmZnfkH^0_ z^V@E@`}l=#>t%t~eHtoTzJGT4sK!2NJ2QvIc6c-0r zD4xF_SN-p_jKs<&_LyO_2f?c2t+T#+m1^LhLF_T#%A zG;xQ;RXl7h>tDJ}!2H{_YoD)91tk)vciUgD+g-McL-L%>=QG!se%*-P^Y2kJ=f};Z zAzQc(xACs7d0%~h_JZWTMTsIGtdfK5*cCVJzTm{YwR-+L8~&}9?=oiRZo8?)Z}%f% z>E=hxj92+(w`@In{`afZ>-)a%)u_96R6Ksq-M>2f|9twn(dw4JxA$p@)}I@v1 zJSO@0?1LpbbIP9ouKaOW{@;Xp`M&p+`KQz8*M{9pY?oEjF#jmAe*eF!>F4+v9Kt28 zax*Y|(X#*dvH$Yw_4{V|*?c^*$1ZA3xwvvjGVlKUn#aCfs zW~%qQ*uGk^_)?p6-VD%Cjmc#n5&ZAx6rb~4y>?ra-SWb?q?(i-_TJB%?i8I~3YtB-zt3vYc3n`9R<2TN zajp5SjKwC;=M*n%WM+S++gG@D>$OwL{_pqy|5teJb$8$2^$S z!vUsBo2;Hydmgq)U%C?PfA{6*Z8y_qFI_&r&MIAXlW4zSa!GRR?d)|s)#kTzZUl`# z6|P-Azpg57f623%>F1J-9%uitzQ);ed}ZIm9B&!to`wJJecv~I{_0mNE_HsK)opm( z@R`ZCjc1HbZ%I=-_f)A{XHwa{%I7vome*3(_Wgd-Bhf3H?Qv|zP0MF9l;z`VdP@tE zpS)3Qmoaku-FdyDXIJmzzUw(M$;HLRb$5?jTw6Ll&I&XtR;iM`W^J_W@!0jAKV@1h z?ti~q9$%NMyYI)NpZ7ohGci2pY{PDTzoz(B{r|t8v-R)226X|heea4`Z|-*Bn8)>3 z60gs7)E=Gj{6_emvd6Zn+f=8=7|9kM5wzt07$rUbN91GMw;K-goqqrMV?D=z{8~CKO6$J8oC#=yX^ zKo&Hq6gR!-wC?sZ*>cCC8aB?0?Rnm7>Z-r<$)qn=!{e8pRGY0cx9F7SIb{Y023x=5 zpcN2z->q7`4m>^BzI|p=m*%Bb@i>cnw;4euF90ovaM=DEG;_T5dfe=PU)R@z6A-93 z{Bm)>o!4bQ>)dyCpjPFjd)4pfKAThQmoCr1&=BVc>ew?dFfe3POg8-^31TrYFi4TJ z>SBHU;rWaUF8})adb-wBuUTocGUvF0&0BE0=F>^_l`B_j_DY#*`D$@3cUbOv(Zo!{ z)AaI3Zb>i2>r=e8X-3U@P+^x&`S$Flu1Z&+~=28UG5p>c_byBvM%Jtgt;^NOL^*-64ZXd{cLaRaI z{D6n6$}gv;Dss+j!loRn`y4miOr2yoF9t35W2ii^K6Hp@+UUciP>JNx2Jfl z1BHPW%tuw=<}}E7LOwu>tY7ATBpG%sS-JA0s?4U_;2)?G)o z9qGX1VUTGI3?!^6+VhXMo{eF_u?9xwIs9G9SnVDf5yEgq!XTmHvtuFl#6U_836HOx ziYLK9a!9*;-3&a6ATfbGRY7xh$i81%d-vUzJEwH?N5+LSnGg7GFF&dF`KHpTj~CtL zpROwby-zpTE#e}7#$ zbz&yAZ2RN1!39;{sa?h%fy@5ASZwli%jIuh5*@bB3R|W*B?nZ-xfJ=XgxUBCz1TQ$ zQr$nk{_oaer$D94MZTRdg$S$oTZ0#PYk_mc&yrs+FR9P3xpcXm@vfGU?)51i=mn|i z*8nos(tXYUVa&i_`m6qL>8tzq*Snumx{N3WL!f1}>DLd_6Bl^T(h^Odu*k>u5$S&Y z_xJLNiOO?@yM$&=%l1;iS_Z}jWo8wzX`Whc>@(l)-;c-h?08;;P0ZZ6%mwBQL^;q7 zYNvyu3tR?+7z~gS49o=Qe=rMqu^_nGVpwtU|LgU^|Nqt528qpt*Fs1|O#6Nw=GaRi zD=nHuQeO$mFV$Q=ciVD)=3Q5}82K*55=m$!sN1*q^WFMnUd{=aa$-wNuoA44hu1RT zI$@Gm@ML3;K)bn#zrK7tF8>{rZn}I}! zo6YB+fmSS?oE~5Q_iJXKpeNU-{R#yB{CQGwTd>!6S z1T=j6&b)#tP3mq8O0+uv@xt@n2G zc{|}f`-A;$O+l;fR>tqIdpZ05pR}l~l}j(N%hybp2U=Bkx9<1bmtQXXpYIO`E#3Pg z@&EVz|Cdf_ub*T0|Igx+_GDlk8O^D2Hj&G{JpxqZfccuYj9PoZ229-*rJoF zkN3ukc+V{O|MPtPrThQ?eUHiMD+aH~WcU*2t+zAf-4W1Qna|rU`&mCdlu->@^Rwmo zyy|6NuSMtgBs~KS`EU9E@Aq=h2&1@hcx38S&Z~r@K4f zesHiE-1*Sk@u2BX?N!>v&nnko9+Am=IYI}`+leR=kpbBSNwe)|9@8f zx}DGGS${R-TK+|AvcFyBtiofGxA)c^Xkg52WEDH1|8M28Sy_|hqT_Yv9GiVPDtqlx zP-~EZfnjgVUf+O=dv8uNy&hwnyX)mL@N~nk>-+zi9&EkL%xAISF4J33Ymm?O%Y{Ar zZykEct-oi&{=98B)7DOReQ3(HyfAiaLDb5SOQ2<$X|r>;#aO)U74dr+8Wx?qwd8ti zd1=M$3}#5wE~o{qpupy_H*JLytYq|b?-!u^JP7T0{= z_Nu*p$;{AjZ^{4b%C}?g$o$%bEl*rIv9s=Rulc9zGt*{eE_#>0?Pl8P`1sndSFfF3 zb^pBG?>9eRcL*w9l1!g7ao^v!`O878KE8%=E&pPmc{PcRqo$=uYKR~r$f1K#qYw$c7>I1lCP`?{5e_ZwC?tpe<`jpa`|kDH#Q{x z^i7=XYj$$}sTozTR(>`-mfLUjYQ>k6>hrh!+#w!cQ+V$@Xrb$WS^Lx5_kCUaXYMW*__O z|0vhXpZ;0e4(g)jzRUl5HT-;O`(;0C-Rn+^4pg19e7;0;`5Yr%P@mgu`TV-7U$0iL zzf|}8?ewb6$8 z4=n5UfhW0kKApC9yR1n@z^@O7`HQ7%qO*@5GX!UChNqUlUM#-sE?+xkT3pr3J5O(h zhR2qMR=wGHyy$M~o3Eart)2h>ecxZX_wtJS zA-jVQi^tbYbpPgNyL|hFLNCKdt=rGr{eJQuG)J=>G&3vCmwfHp`MPhLL2GwQZ_B*j z=AxdlW`EVYozI_D-U}4z4f~SCXe#E{=h{EN_S?-bKcCNE{_t@7^Yt4$igbGZe7Wqu zoSENd!`;9CpWFXGnP0N8|HsZpyzjSOk2`&L>&68|f8Hp&_vP&UtK4rh$^LF&to66M z<@aTiyH7V1_P)7a-*a6EM+7FVTYUTTIqUa6pi<20(+TC>F*9mD9Av+&xqQwfwb?nF zN`5?SUp_N^UgezIF13$ag#A41e_iaqbS*l6?m4^PZ?>E@yZyv-?!^eR`!%1R*0)=~ z+o7Dh@8`41lzgA7J-ggX7Jp;2@_QM&$a>4S%WPZAZs%_Qvittub$5RsBjx3j4#QNu~`TZQ(o7RRd-=F_{K7W4M&D81FPA`gx5}xh4fDQ-@BekxV)}Wj*K0D5iiV%LZ~ys>@!YB!aGG6^|NFW9|Czh(7IRd- zTDg3gt61a`@88uwpHBb0<@9;G-#X%^i@mqVZM>IRvLCd%I&hmfcLv?9yCz z;<#jQ!tVF`s(-yJ-#?psO`!72Oi&CZIX(mpJiq(RD`})sUK1v+n0MMsd+n6&{=hkN zB_3TC{FvGKu~*pcagQ-*we4i<1pB{VE*Iv3QqPvk`<2haF_&-e zF7|Gw`(-{PgLXumjh(l# zH}}`ed$jI$(aWXNp9Ss*RXcK5 zqqBFv-R2D%S$mfeTXvvt}S&LrTam{_p@Cu@A$WLdYsqYwZGbybc?FR{9o_h zSH3stMRp3tFvy~P(_U*#vHSbw^5d9)kGl1@)$M<^YW23d{~wRbKVJ`8a=Yu}G3ncP zo`V*F_&wZWtE;Q~^EIfe_wQqW{g&$8cgt?CJ$vZo?fm_7_4a%?bZ4!U?DFJpQ=jCw zmp7lY(!N`MzczE%%VplyZ?^>Bi_gEX{SuR`2#5K-ipM2aL&KK_`&p`Puj~J-*;b*r zEgiJND}J%8jh&;Q?!&Eq77ttW=Kg;6>{;Qx8(FTu{~XcC3zOfj?Rx)Xrcu<4Lq4`i zF0+bmWmf+(SP<>2eObf{t+(`bYfS#8lWLW-1N!ZLWh|F_ey8~S+Si{rO^?eIKWWNv z4~wt;y63CgHH)PZ?6M^Rap_+g+2uTL=kKrmSK|8hvgAk4uGj1L+xePa4avP{-nH%` zlicH?$CG&vxAC5ye*F61Z@2ZgPu^aBpEGc-=D#b!{!hz(-STfZvgX5&FGqQd&rH~L z`%$<4y#2@4d}x=eT5a*6a+kj8yEHRxmgf1ld>h$bg0_Vy7Eg;z^ISf!D$DBko6Vn7=Ze040h&)QOMt_wj8*gwVRtl#gctp0G2efQsw z3s@Ha`hI@Bq=sio)H=?k`q}+_0vat8 zH(kH)*Q=5%f$mE?pWez|?+e=FG%J7K&rebtHl8TTiLd$Sy8X@mOINOdT3C-JOD@ZQ z%hev_vh3+BA=q#rqSq?tJGFD;2Bj}f>-T)}npOYrXYoZNt`254o)<5jUwuyEy?Qae zZsxqZ3tzXUzR@VWtWmVT2mF=-#Z?>wI?RERk|q zVRqD)%gQfP;;P}k>~%YrEz$(X8$=<8y$o8h1e$mKa?bkw6W96ab4#yn`E*Kq`Q7sSwz)eVw%LNV z9f9ol;>5LFB(>M{+6ifg^smyEMqgiFKhL>D!w4}Zfi~0t?caZX*kO`dTDeYV) z2O7sT3Dr8M;5zf!VZqE(&z^yY8qN~ezyJDrx?8W*Q{wvfGYi|UT)ITFQJY?wnZLfi zem*Ba1p83NAx-!Q)z1Q#S(|q51dU{bZuSY*z#NxYyfP^8E5ojD+{>3PJ*o*ABK}pv zdq@ft!B0+1tZbfi0x?d4G(Z80+KXHKGTZp&=aD&rhc`a&-(T-`it?dUw>}xdn#6;v#KmuEa!9&Rm0gL1J*PUZOigUgOHbD4nX8Jqa zGcN|K#32p<7h(aR@dvz_2vR<#-q?_cM;W9wjB~W}QYNVNn3a{~mA!s%*?RkK+rl;O zGKDU6XFx+>zFwctS?AZ?+5K);cF*a@_X{gy{NHc5ows|bXjsI;yShcUr#+unt@n2S z|9_dF{fnTjUbl))>weC4?~}Q?^09gF$} zi<^uW-H7-rxqM#LtC*UXClcFb&5l)8em-li{$nF(4`Ixcny**GcRxI_unsfrF$D(;^QzzP{SKOP))YUqm_zR9Y0z$7<8v0ufB!tUU%$KJ*E#F=OLDi}RQvmN zeZ6n6pJi&Df9Lv-??HR0#67cnz~j^HS-&9g4D5FBay$``=&x zCs}XRzgOY=SAAXsayP?)C0FZ(?B!%<6dsejyk_$`t9!*FtrK4ea5J;>>HM2h2ii#n zYQlipinFhWYfUZr`E+{uj{cX+X6w~{o_*g3G}Ao0^)hJ4RJ^Ao`I2zm$L{zgmd|D+ z@7dnXF97P?{Iq?rVsW3Bbj}9H*H1xhA#hJBb$aYH?$yGt%J=_{1#K?-^^m`Q2A|c7 z1%D1USNOUfe`$I>X0p6`*QQX=?hw!#is|3(6rbO6T5tE0(~BOPbS=Ngx%>8r8ilaaQKC z%(pN0JnGWEv?6e^T1NfHSrtzvx_@Hl293YOnDBly{U^{bUcSNSGse$x&+@%ZUer+W@8|R9@BJ;GPT2xl%5lkkhTB8c zU3Zd}WJE7ItaoHbpvFzmxb7d*Yi6?GcKNe8#pi6ceLtx_f6juxcZ<*4{(KD@`zzda z9h75s{C>APT7UhzR4dSK-Z(MVYZoqEGIE>vedY3bUZ5VTbICDq8o%&ebIvzKL$>06 z+ixfC|Nn8^{@h}t<6_F@$!nge&CZzwTF<`6E~B`(SZ~9z6K6lJ6_sl32Q5llyXVuX z%r?oi6WOwQTP`?dp4QzC-Y00aCqG8Mb(+Q^mq68h`(G}bz3YzC{;$`fpY!d~UcaYk z&TG)3{*td(!=E2I(_i;xaoP9ck4MG(H>>4*-6U~Y8k8^l%m3b3=-j@nncvPrckh== zKlivTkMB|IHH}=niJ?R;;t9{0XH%x`~YamC^b(ft}+$7gMNzyE(7XoK&*`Z=3dZ9IPwwBh)AV^82p z#jdTOC1`T~Qp*1CcfDR`*yXu3DI`-Q>-YEf^Owy?>e|x}UM_C8{cc(G?4wI7<|VOY z+0-k(6F)9_J~#(7l=I2Z_r$Fk!og4fAKQJY@~YmaRrY@#@@FpYH9M8vckHv=Bhygb zY1_Ap6@C3A@zPdtRqUP3XN*p>yax>*`=`&VOampzPrp{oum4wR^?Xk8r`MqE(dV~Y z{{3?KbGy{H+xh#ih#zGSIMlMnk{3siJ0H)K-*`Q)dTIK+N;PryMGcYGYMZawd_FUI z_qBPo-)_cS09671q+EBs(5n9Ra(OZP;~R@Ac06p8ezqvHWTxx#43X@|{{lDc{CX|A z_~Hg#@I=c+clo*U=3O%aMSAqkNo9T!w$!Wc9Hd!`zVG5Qsm&kXuhQsq6Ev>d78(|*D&F#VPu+)u>^r^9k4>t3Zhb%V zbK$z(?{5TkKKjugpa-g^~vnxV&wn#Jy+iL zBB;0TfyTAG?RU#c|KIr{H}UO{1CCGBjYMN_|9-!}{@(}38Vv=m$)OXsugWqk&H4CG z;1RQ!@SY>nE?;L+?t8pl3^dVphgV+S?8p21|Fc2Ehg)8++r6!9 zd7J*eAB*nt$APO2hx`Qvx7cGU9=5)m! zJw3iwtmOH;>UVbpC1Ym>w)E7Nxo&lc(4Eqz5%ur${Qqa>F1k3^-0<(O>-*2KK1rP( zYX+LC+xc4W*w3~XukM02$!Xl%=5jovdbFzBA&9i zK_>A!v-H0;;? zX0Pv_YyK7wTkf#RFWv&0$=P$Ppl46Vy6-=q&0b%6_Th<)nimSYRwdVz*BnsV6$ozH zEZ81s@%AZb!f(s>d)3e1Z@*vnJErFKnip=pO|d0)uG2HtYAkDu*k24)z&Gi=1l# zYH7rz@O-~pe%~T?;YX==E1FHL!qi<#=Wo5cMtIZy3SBq%%02IrW%AeDl}-|=Sko@0 z+_v~b^k2I;X3#|HJDz^Ocbm^yWjFOfhI-Ugv*&zEy7*AS^`J(a%fZk6^?x3-+|_qW z1ud$4Ij{QN$;IWjrEW*Y-ZnTQ0V=Vdyc@kHLitmhs$>I zUG3C#W81F2%g??3=Tn#3KW?G6@3+of7U|b#&&*{k9N2aFV zZXFEW*!QmG-TUwR|JTa#$L&sgKS9y?Q}&i^Cw3nZ@_r(C`(tC{i#6cxNW;BDEAGW< zS#3|!$?fpF9I?5?iL2(~QBl{+y4!9j+5UVo`6Xx<-_c7E=_cEzhR0dn-)8l0n||kf zO|ITRmv!sZqhudOPrA6+{rUPpnZD2Ovx|SdT<-6!zxNA^tzW53LCNyt)vjxQl*h;|y1iR@tFd=8xt8w@SYsdc_SUV^>#>*1Zs(die&79a z+3ce4i6x6-E1yoyT)A|b)bsxTxxG(%{7$X99$#uSDiJ# zZ?m6o(TZQ7UH3g3&w|F}U$=7}tGg>-b|dj+yZxU;xrx!>LqJ{&)PK3?zB75tug0z) zQvdr-g9a%1to;^8Tgh2-?fEFN_0e7pw?_NlZ#J*p-piC-k{5pc``g~Md6my_uHth0 z`t8uiIUCnymZZ8~zX96D!nrTMWOi%nv`DqD@9*zF`#Qer<HoOnBV)&oKSzZ9Ws+qtNK{IHznQ=P z?e&6l40IyPt(a_!u2t4=w*>EcHY@v6T~f_E z(3wo!^P1Usz1rofGTQBrFP$DY>-x>!bI)I8uhi;Oy%!8>?bqaNJa5q_p`KS8%m4ya z(z46<`jpIYyO?wYf0VdtZxU6%@+cP;tVsuAY@BUu<`|bA2t>SSrKHs{w(M{0ID*SQ! zuJ`+Xf4X%laLL`=?RTq6Rg!8S-oQ0RAiI3;3DA;(?xhd^d_M2bt-B>4_Io^NjllKg z^QyE!UEG}kQm#8*sDMvH;+DC1RBUnHak0gY$-Y-#c=eWwfO-sH=Dx2{7f)OiAffDf z-sba}FQB>muS-s<&)-w3l35;E^YQ5C8&@Rq|LlEVyZ&s_S5Q;OUGccYQ;YM4S`}AA z!_Q`09Gh{)Lf`yOf%C3EpHA<7I-}3}-HwviYqu{0O^EMwC_BWd{-jhbnI(HoYe7)L)T`^4S6;@f8U>7uX|nu^fouZ?u|*dxx~^T1Esvd*IxVuO(db$k=%l4jxkM`1s?x190d@5z~n~7i}85pWGLAwz_oCOafAB!+#`IyZ-FA^w+b%AXAAVAjUJ`6_#wgQdcgwGu-vV?##8IqY}Z3+riTjUtV0qGlB-6i1_>c z{`nE)rNrLg1>UpRcsz>dS8v-4+UCH(@Ff$x(Sd=1`1O-lt~{v;kinYzNLik3SoP%v z&N>@3Y7AOx4r=`2Q3OeJq%Y5Q3l5%)bHo~DJRY>B4g1>vo>#29RAybfU;n>0ePU7w zyP?EG$8cULlNHzJxL^&O_P*c+-afyVnJByUoRFT9^5Vk6%4YP*M$m)+8An+{mz@*u zudeMA6rI~F)ESZ`O)@4FgUi|26^<>_rcLuK{3>fOc%ii@0OW`4>Z0hG>=EWq$DA#N2#&1-GP8N=Gr1!8FHa zHcNGog%?_-Trx5VaDnc0IC){A^JliD6QP?B z5apyTV(xJ{bS)+^2bGqr1`WlVnwlFleM9&=I__*FBf&|c}3^#OpU7jdiCg^2R=r-EIX$+_6SO7w-lN~Q^LDTO`s>GCndqyaQD3v$Ih(hD zPBa7^>!{l4&y(^9>BUmsP*tTmDbhI_XHqmS?lFmsLKWYYrN1`1$=TGrvv1^?ynBps|a~ z#pi9OPm9jmx##G2(E1AS!iC&N-=lJ_D!tx#Ty8dKuI^eya<56wjSYW(zkj)WzFhkK z_xpb5ffn0bJ|>+%XIf<1%seaR3$g$!@%MFaoL7t#hXn)w>y!az&TUC;6XwbC`G+I{m?PmICFLfaVpRo{q14I(5tEbJounJprOwD@78X=cWSPc!%nTKUiT7`I`qzi&LFCnmtA;uQRa<=X5LRX?!9o@`|sE5 z*S{KqMLbu#UKY6j9(3U3_La|mtzN&+3$)rC)YK}zXmZB(`<JkXXcA*2bvmFG2CWw?8~)nAKlgcM0_6epV(SI)6<`u`Q~HXHNFIou6Lp*YE-j|GhjWouBi)?xLvh;^O2dZ-qXB5i){w>yEt^#bdzXRqITZP&NkjO;QKK-bj=dOBv^_bXko&!rl-@b}Tndo|J&%Uak-uin@ z9QPkzbU^a%g3V{mZd+VGo_aA-2Dn8F-eXf5k=K&0j8gKeylGR;cgx=V;XOxgYPouQM-S@ABNcWUG(m(T!{&V#VefCfG{eHLmXaDZPpC29`er+{xM|_V@ z&!eaNe!rW&>o8~s1876%p1K&38Na{3zn}bEp>7>$qu8|f=+AHdna3b#_%Wq&bO9-J{*?LD>x#ZG~g!9ha-li9H_t_DD=( ztLUz^9TIa_Zw!m+@#}fqZC?e-pSDGOizZ09Ui~5EXZ?1|pZBl6olx#CIenhzKuh=5 z&CWFi%XGI+?_XbFwXgPST=?$wpj{EZwqLL8oL#bZ>oqUXAfcS>p2vOG&t5++59;{@ zije5{!jEeg7lRiYdMztBWdSO^zFgn`Z)<7o-Nj1={ zk73so<8v0tdS-HkM+AS~2OUAX`+I-sO;Fn0a?a}YlfIcRp7rS60Ii;kkGFkRwafYN zByYW$ySzp0^LIX-w&hWm_Otrqg`geFd%wvrT&PG2`3*XOx9ooHcbhJIw+qKB{>{)6 zj9u}u`rq{Ze^Nm^KtHjUB-zxIEOuL-RkPsL$K&$vU&@0^DmAXw;A4e%ORqomJE8GU zcgKUKwbPGR&HBiGZC%OSZR%b14-c}-=X^KY$OftatwYAE``xmghfQ_`fx7d5e%Ckinw{8g{pp1AWzdPgpp!za1Al*g zJsms^n|Qd*_rrPchLGCULz<6we7WR(T=H^s=w2PG;8&q5Lq7doBxq`}INNAj zg!q=Sz1z0wY`qec8z=Xebv5YNklgbbGViP3@4f!)+Pu)P$fYZa863XPs{MBJctmkY z&ei*d7ynxBJM{9$x6s}D`>r{z1$E^=|GKmP*VXk=*RA$G?z8^X-UQkkZu9oRj>mnc zS+9Yn;rILoO)56*TUPHc&#>3~Pot^ZSwFLzDVeL+Zj*ZctMq!T`TvilCnhMq-1qz4 z>Ez#PM?mNA?hZ}1J$K7*=F8>t?d-3u2wYtB-OK&%q`-_E?~+5;?9R1x`CZls3bXdV zeJfwYYIV}vi>B9OHXp7nyOMiL`uxF`jLgi;@4H@Dt+jOzX!^G6!a{4EJs%Dw_jJog zfBn=d7L~E*H>mcxbfA&>GkaRn+gBUam5!tuIx6J}%b)Ayf4xQB?ZfdO_cSIQ)3`6N z|MlTV-TL>cK*xw^|G&2?j@?#w*YbrXMW9*&X@k^p&EyXIS$#5=MxfdGa>KCQimRj7 ztc-k{v$AZNU&o82&ZfjQj8)HOrax;+Em?D9-y{Crvc1daMud)R z%OXs84cpBBsV7a3Ez8`iQ};gnx}ALWl-jRWpaMms^N?opiscf&z?Ia;5~n|3*Vmto z=ePUuV9WKm>fXzumoLsZ*tztV`%BO|KG42w;lCfN9$PXbTJ5Cc0ZSV z-34ko_!oEdodcaS`t=iNG2r?_+1oc3Ih%m?AibO#9+$b-W?%p5to+OKr1SR}f{ta( z-2eBRbaK-{(59{ZpxK?Axq1b^-)?_i8Y~`>(C9ZGlt>s}tnGQV^s4cBo5}Mk9(CH7 zeFL==jL(_`?@kA;r1b$E!1FITJG%aaY;?)B7SP&{v#;Op`FzgvpU;~ekNaMNmLGtQ zqW|^xef@mUEL7*O3foe?M?ZOlvzM$3+&g8N)xO&&;?$;rj=i$|bVB*%#^Z9{pn<_l zMW=PAgBBXqv%4pL1+7(>RrP9RbiTao{PlakMa}-*CAbGPuBkT(bT;Q&*%hD$%)bKg zLF?C#uUl7Y^(|u-sA!&B_v>Y)$ln{W>kOxr@BMo1^xZWZ-%DJTzbv?HX4wwG>1lz7mEXxE-^<$Tb|}@$-_?ICyuH)@*S(U< zzB|2_Eq-_918Ds5zv6e$Qu}WGeHGvXiq)ThcKCsc<2zq(3WHA6v6=Vb-|zS5?;3+D zxlbS0?D=%+C;#n*OP8wt546s^EeeXeji7nb63}tqp!4(oPn2tzC%QlRk*(#nkDZ>Z zhGF}ZKU%A9tCB6b;8>Y`9(4FHpXHMYdqAbQ!^@I6lkOHCmtDI!MSV%ZueJHL+MtbY zFJG_U?-w3hdbJ{dKWJAR_yiA@XW#dI-}|TihQwF#SX0pHAD{xR`pHZQi-Lr>^}7EG zWR=tP_y751v(7+oe&I36;__S(Df62tlS{teEnf~godUG=Vs6!%c~ z&bR$sZ1#LkF}P0w+RG^X^dl$)85n*kwFYm>GAsa{1zvpK_It&7ul;p@FD;v$XLay# z6+5rgl$Ena@^Am~7i>&tH^H1ie-S{&0o7FD^?4KnP<@IO9S_0}5( ztDSXOA`S7CPeq^iC%J@Ibnu%wgdbr~tLg?#tJU}NzjN@!*g*;!@+gftT{eb~= ztU$>err2Lw+)dWd_h?+cR|%~mAKcZhwbvuc)dQ| ztA78K*Gn1eE?Y>Dk#N!gqK|tW)Ys;%7i;j#%**rpC}xy$LLglrL8qCGx5y7p+k%yDaf+E3#!X%gJ*%RQOFON1PYV<0I8dxE@>yyoE2zD0ip%GY!1u>_u0WL zf=5>DS?0AgDD%f=h7zyh;$rAHN3+P{U)dX1u3WjCztt}9!UD&Y+b3W-i(yy(bp-48MVHrMoy>InS_AG(F>Nk}c9po1zcp*mvQg_B zD`3HGYzvd`mYaTe;9c}zrCNpI1+$0`%Ap&G*2du#kQEw`i)CVyZkaCyozR7IQR(8U zMm=%A`}P0-#ubaPgNLOZK$%(C#mTW?&s za^-S6(_J?#cD~*h+svV>tD710(*C3zC&MoW)?m=_8R&apPMUs2S)d9z+ygRz*NM~v zMh&VJ59#Su^Qtc|{*-PyS+lL92x}Z~&lUjHa=uyw6Y;G~P%J>lxl1}T?@vhskHF$s z)ZX)owL!{`#{ox{AbQjsY3>6hdy3>MI=At>G)*tKu)xu_mg7s|V)y=Y@#?eBq<3qy zV+;P;-E4wUQBjwcJX(Lq;qZ@Nuh(C86_1^=?M~6@Ex%r^UJmL3$QB%6eEIYF{P$P> z1%YvAay+5sT|bpKjdy>(%Pyn7WTg z#h;%BZ4C0PSW+84XaB36GSPFs@35K2u2y%k1T;qnTB#;wnB)>weAe{xp3moIzuWWq zT+KiEiU*CmzKQ?-`E`B$+_78zxMmxl7By+FYh(KXQ8|Kj8W{bo#0Zlfpc*|)C`ShA>AdQ zrL_L?e)B_gdBV3_zuU3+@a^MYw{GA6=hNw6<(Jx*_bqPz3~I-A>u!tK_3c*n<-+5# z)4M0T%a(@drTu$mzTb0x-LID{Z(nz+&pR=9HR!CRU7%jK=JGj{w*Rox>;C)i`~Ls3 zkL{k%Esq0j-@iQn-*?x_)fILDt7_{y&-Q?+3a82Xt@A_P>98c6`5I zZ=W9^gnicFP-Y_N(t&I5L9?#Q*YEqa>b86`Xy4rZKhMlB-zh#nSL)you7%TM%Ocya z``i6|^0Vfs+xd<|FF;-P{r!CxGMCL<_H`Gp*$svMx4n8-K*yD?yMFVW_4_%X8RcuI zAO8j&n$UB*r9#&2d0|QB@z?4{UaRj4iLd#1)bLyF{o3zO^==$&W?%kt`TTv}_U3cr zKQGwzjuC5(lKpC7LDU3|12%s?9L}6q`Rru2IcT-sOZopl+_&4G`@aAG-#uz6xrr-W zHlH!_25ouzv}+1zd)MskKmU9_|M@Fuz;jmRvzfQ|oSjpAZsz&$^y?RwyoL|r(3Gf>Q*;PUApwH-x1JMHE8j= zALtehQ2%A_xwuuguI@ac)V-y$_Uk9mxrBRuSH0bOy{OT6mt*?u+--&H`cE%fZITB% z(Es^q(0R)y1rH7sUgPeo1syJ$+|yb2d~SJBcusWoBS>v3+NCRyI17+;n`TO^tz3tApYS*%it&0n~b+?^}U3Bs9&L@++L6hNIPd_%>emieB z-|??u`uEFj=ia`1{KoO9^`J!uI~$~*FR8KvT_*z?$lreV_mLIX<^Mcj|5i6 z)@?i{_0ueW&queocGIFeagC525i=@&`5&n@<^+v$?X1>4HUX5xe{KSu@)=wGc5CI@ z%eLR|6fcrL3>w35X9?%7n(S*9sW*>L*2-k>?{~XjempMk|M&NI|KqadcO<@Bzh1K$ zeBN32{=kH;-#pT0I^~te%03)qU%t5CZr9!8dw)KgUA)lZ*vl~Mzl$7xpN{`$wD-@a z)1aHUUVJ(KW$*i1{j(;QeSR8(danD|cg=r2EjsTc>y}p)*WQUF$AQ)${`qsYudKIN z@_e>PNb;K3b-&-5AN%|7$8q~*d%xYv?m2hU!aQ(E_uF;5-<@K;;wGd#)mh}~?V##P z5kJuCH^29*zwOeP5O%cq(~HIZ&+;yb|hWALQ4s{$T(~q6UR8 zEp%Nx@RvA^z`i&RCar^w(7pd zDZ8&%g6IC5sW!jn)0V4Y(N7KO)uT-xUdR8p0u6aoUMUdyz39Sk&=DlLTQ0iYty|M` zA5_#EZ~pym_j9NJcE8_Dww|{5hJ5UbjcQpUzd=U~+x+`^!I}T;-4z#CN=f$f%R#DZ z;r_nMOfHE=TuBSJO*Y_4xwue*b>@pbF$D)%)n66be7WHKGrPp$n%MJ22ew~u;$9m6 z_f`1gJI_G}3dWX#E|ZcAj*?B6UYrUl8e@2R7rg{^$88R6SzEZhTYujViNz(4)BAoO zn{i*_Vf9(l>rXE3oh!nZ zw5obMN3Q7 z-R=Id8#fA0D7J5j6zMhG`><6!E~C8m%8N7Er`2ZXT#E8}(*;^)J^#9f1HYt^O8mD! zpU*EpE?2FyURvt;-rccPFPHA*HoxY#R(IC5Rb?W_EoDrzu1K6e*s|v8O^-!CBo@8i zrVH8|{!i-e{KwjJ`tswq{$71=oAUE{)p_sEtgG9gV5b9GCHTbf?CqS*zMwN(inf>8 z%$F^VyIlLonR6qq!{`1P#WZMa>a|_AeN|OtuKTkiL2sv7|NU~gSp1o<`Q0hjLbpGI z_5rL1Rji;h31)APOq-cn^gZ+K+vD4=1bJ_*tXv~6nN*S=?#j6Nn@t$^#lRc0Bo=u{ zgYNt?xt+6l>rT+lhqZTm16%k4AM_TU2;37_dNs5-@ZHq#xR;kU9$9h!+qQ_woAo0q z9=1kv-^*PYCpY)vW8?ESpP!hzD~E5q_vXf0~@-Z@7TL`)vZ{m?6t=>x-NfQ|Nr;>J@cM{MiI|n?6ZD1 zOPURWy}100u_2U?gF*D;H&E*W_$pE}48Od;Q*Np#A!wIac2($Ge{!gQiq>8d&aIduy!(sQSEfQsR7h z$q~2f$s$R~yf-y?uC2R#OXE>#z}tO&8@GeDr@bx(owM*Sz)|F<`Q4Js*G?y!lvHOQ zIwo`4|H@zWlDa@AJ>gqU7lCJ zTCCPBMO{zby8V4hR(a;1oUQ-oNvwK33v^QR++Fo+E=xY1wD>dV#+F5( zTJ&=%=?YJUeZ0S?w_OP^SF1GsfqiXM54ptF-|f4yA(vVoZ|QC*XxzuO!mB!E2W%#-271S=davgV(){}0w_k#e2RbfaU!%97PnRoLkt+yvve+xn!abmNCHUlH z_b(ua3vadlbVS(S2efEEZnKHoyKU-Rr>{0exu17@`}sm(d;ZI#ph+sr{KuOQacMvK ze1GEC>+$yaU%T?I->`Zm(Rc1yR=F`a=nX!;w0L{ic<15;Vo7ga{0PYxmhCy*&Ocw{ zxJYsZ=vpAqdegp*Z7FLirILM}*BsvU<5BnaIPu4Ui<8Z){1(sndawHZRx#$}x5q)p zHvRv7Lb=~(??KR^Vb?8s^A2}rZagaH4LUaJ^LJ3sFHYHP7ys%&ssAdlJbeIU-4*b?txNzpwkgTlnh_aF8#jJ_W$>6?S2PZ z+4A?-*X+IiJ$=1fzlDirds7R$-5FkH4X>-*jEaOmi&M0ek1yH}e|>z$6D9$)v< zo6uX?o-v|>1Y z&Tm)2?+4lC&t$iqvwFQ|XSC_D2YH)Ls_m@)3L44pT~Yu4-^)Fp&z-)zBRYR?DQK_L zM9>VkO`o}&asI}mVmm$lw%h+%_|*=y+x47V$^T=!W`M@4?dBK8fexPj@_qk*ThKDy zyH#@nRoW*VY4=IOwLgEBR^Uyh7cI}8J&Tc%H%jqXZ&}~W#{24}GdSrm>{`esn6X1&iJL@oa$x9i<7jhJ9Ue zW&>zsG$Z*eGp@6Z5fc`OIRd10aM^R1VlQ2}GKGy->WL1d%Ue4OF@kLxsx{T?@O;(< z!LVbA(gO^{a*J>ZUy+LUsDlMhIGwxBJd39GA`&f<;T5~ z01}mCPeOnfk@5ufOjLG%w*K$$@9$qaH|Aj*S}VPO^$xQsN4+Rp!>#xpu4N+F$COcy zl5Ny8d^`IRsLP9U2q|zc1NiU(oF^K*fEIixlPjPFu6vHX{QZ9a{p@p(Ajjl_1ERss z16$Omhv;8Wg&g8MGjrKYJbTJT{1_K}6Hl(+FQwU!ZKU%GDCL2zTJTVF4pVH<%8)sZ zT}CxOKH$ul&jgtqdM7HoTj5$LO4d01ex!q`NBx93Q%6=j@jeF48iO|X?RvRv_ND0j zy;GOXDLS>~&8E}KV#{u->TWurRQmq?wdj1`@YvGOD$p@~`^94l4sQ8+EgCe+z5VR% z_~NssFE4rP`#QJt`GQVVxK(`K_VTUl^>?4;f=<^jIVPFD1at;1Xe78)UV5&1(G!p5 z{g1FW%S+~5QlC@#Y$m9skzf6GYxwT%(uPScR*yQAKV1_K={N10-5GCkxBC6w;%Sd+ zKuy@pdzH_9%kNdD-zq#VdzsME*4sLpKubq|PX8j6y=Gz?ukw)MdW&;{a3aq*Y$+?nInFE_V;|8@zJjDXqG-4%_vW`TyYtw1AW zpa#4Ce$XXvpwk(b&9D1aa<}yQ(v{2SRqg2qZKGcT8n4d0mATwkJgy=!``IHK(7Ax1 zk-EcF(YaH@B2%Z9oYGw0v++MOpM?Tw zsme}g)4p!c*L%O;I}O@)6}Eg{61L#KTW)G@{(QZzuI}VFhNW{Zz25udQTNUaD^R~$ zaD{x$2ghH>?f+f8-0mtb6gw|Gt}^wXot4vS*UK9YvPmxi-MK6dT4eBx^HzM%ZQekY zwPL=`HTy67S@#ys{%|!s{^_E+o~ONwGCKnIUR)~mb6qKXKwEnjxK=u#vZTOkeYmc} z-yg^A{XnA<|Nd<{t@rxj;zjzEpH8Y@c9*Z6@@!7=xjV3Rrl1kX+hXa z`=eg3-(UAnYH|JI1S!xxE_Y^1%dSeUk5cPfU3MRIBVSZfr|Kop;PSSK&wqgijN-)~hpl$&m73b0em%C__q5*b9B@)(UcJ}d*BGh42AY{vD={`PyfI)rOm$*lg(4La8l ze0}PVi{Lvds$Q*J85pwLN<1=UqS^ZOasMuP>-Uz&uiyJEO0VD;$K9K0vvcRXe!Qt7 z?~$2dpZOVs!#tM4ALsP!T@Shu@#}rinKW|FvauVt{sbj(1_m{|*5InG)$ewyi%(zV zUGQ@0^mD8$LBqe|T%dW5{=(Zk^tz^n1}dz%yXtY|^_b$b*J`(at;ns7e=F6qRrm1r zeP7pJJ3SvXP4w}Y^m5R_73F4bil$tX15LWm-O$)}ui!9m@*C~GrDcDQSiHNHytc1+ z?XT1E|0bP32pabPvj6{I{jaaD>(_z~Y+2YY=LMRL`Sor4{<+t$=J@xl>^0nI*kyJu zRwlmuB{%Cn4Y#()w3$oKzFvLawWR)7<=a#Hvc8A!&7HGYf?ek5>)Uy|b-{hgRjb#X zV!aDGq4@qY&_SJ`d9_diO_2bJHE27wswuJr0d02@wkefMc}=7+h2l? zr0AXwT0E(@4>ZWVv)IInzx+mGyP=qVUvg*is;#yDeJpgsY)>pZ+`f|9K*y9YKb`}^ zro_GO*5Bs=+Rqq$-F)q>jK#g5ZcW(OmLj75dh4yM)ld7*KA&H2$17{KKLxClstOs*2jHcZXjHal;ZrhQ(C_P)R0Zs)#JcH?lr{?dHk$KF5h zCCY8C#}t>os(3L6w4K489ds6~oTcpCLxycuySf*1n|}HOnovmB=K`JPnDNf7*YE0& z2L~Sa+rPU4UXFLb1ysV6f)>GETxs~q?Aq5gU5nyH=G}T_HCG^TMwe4k_2SC?pXa_` z0_y#ir(av=8M$|#)vI!++V|D>PshvGd^otP-<0d{MPI3-m$I(EypdFUCE~TouEh8I ze!na0UO!iMrL^m-Z`(9JxNh9JeRWww*lyS3VbwoFf_<+p1+6#MT@voP{F8tEugfJT z6x)})-F92Ae1=>5YtYPP@xFs>(ob&7Rz8^s9=QOWEjxEb;EVpgM=!e49!cBPRNTYW zG;R&9S_``TY>wgH(5t5xC9gNWC3Ri;zI&k|*W%=O`Mc|{8Xib4pVKB$TYabS_|ta> zKu1@8eShEnz4o>jN^4@@Z<4#%Dq;8IL9@y4H=Ca`WkpB#2(DW<`Q|i@HD;SE$`@`s zyyF_^_?i7~-=F{BTK@QU_}hQ0w!b~G^ZC5l^Y4QO``4a-2pUQN-6|HN)9?4}M3_i~ z_3f=bwTlj0o8joXEUu5;-sY*o5{!)EkSG1tX7xhUfbw;J#)?Bo41czJQa96 z^LEhQnuV=mQt$VH&YK6#8=8QwC6UW5Eh!3(5u1CdaQ4pU^Q!mA9yQ!&ZWMMl)YKic z7V!1kq&1(uT=utjI|eRP8{RE_JS9%E%k!h=1dUT?EuYU>dw2F#T`Q~Avh`QbU8!;j z&wTTIO0llhSOwaEvh#vOw20N> z4l&kS7iLb}c6CvTNZaFok8k%`JnAs}F1$ES`X*$cc<~9)^+$cMVdDA!`&{(GqB55n zz6;mp`loozmS4hP!QtAY689wT?}iK$%dV7(J-2mH!TpG!{Xyy@2MEuc%VefsVHRou$o|M%0by`i7a+t>g5b-w=J=B+pC zK&x!eJ!KV(SaA6{*wqX#W(4m20&1xER6Xic|1{&Cczlgv|GC`rpyl-UYCfNhY3X7L zzq4Gc%TKoSg{z>6oOaiut6N>Nt@$4R(pYt@YVy_B$Mxp$Nt>iI3E61>}^KwrHJoFeOt?Fw7=d=Y?u9HwYA^&Tg0z}{B;w+yQefNQgpdigYUAu z66}As>i3HuHE*|Gzjf#Orqg<}%Wh>Zk5K_#N*iqrT1@|NPJ3+mT~pnySAyQkojxvK zKgZAh@0U9VZOW!+_dEsN8C7JS{l?lY2z35d=B&(Rp3!+bmoAqDdsa6N6B|}bCREr5- zYRs*F$VF&zG3XebJz`Hm#o~4Tw;mo%XW+NmL?T)NoW^qNa8Xj1j0`usVd)5^-; zOZN-jtqr}XT5+%P`PP5d$9B3c)VdbM8+c;Zw_DlAZ~BXvExv59O8~UP>5eGq%IM{w z+ug)pF52)5bi6jxT~Kr!t6gkS^Z)Pn=kq@=ne3NUtb6H3d5PMwhzH>HJhfjgg3mMm z-Fy5e=zJm23~tFe%jZ3THnm@`hF`Ave0KW&`4Re`HU1pix0vB(v`eG(E~U6|#e3lk zM6iyH#h(3tz2@4bOGYQ_X%7HpO+1cfVS-I*NON; zkIO)Z{@nAk{d&dloiyvUS5=d))?V%U?Pj=T@9Wiz9#|$EXt4QYYQ?;m+w`4ucGfw= z<1#Nd9OldZ{$urVspDebK@*mrHoBE(hW0e}D&@Q}-xa<%!1`)P@KdFaQ-b|wy0ggF z|M~d%?FLpg9}yo>Urk)QOsB-DTA3aGbXtGDwf}K-D-+N(jp4DcZVQdLIyW9mDRDk# zHFe|G(1*Q1?%{}v? zsP|FEn$42gGmmXNc5CHUvwIbf_uPB!$Sw=M+2D_x{QM1|a_DoRY~7ECpjB1!?|*`O z3=9i$-M%u-6>EJYvHs5~?e$+~ZO#bMj}=|K)w#xi(F^-EXIJkqFRuCxSysB`86%Dj z_b5Xvfb=BwQ7(bp@ zoObTa>pGituZ!;<-&=F;`JVH|eZ_OH|E<~!a!SKC^F?pN86>9k_3>$YXmRUqxlj<# z#ACTrP5Y*r@=g$fF_wvPEoZopvTo#?=ucxTqPEolILNLabLn~m*F5ha-VRD$9 zKCg0_+=R}U$y0MCPmBQ}7~?Y6;;Kf+moHy#Y+7Pe_~^*PeJm11MZRI1eBFvb2+q)k zuPn{=hu?Nr4PRM$I~X>~bqjIa>^HY9f4LZ%FI~Kt$m*F2s)XNpHz=xObFtGy5r$c3 zOs~gWYc6>*YfZ}Ro+q<7XCUOcICp=4fB)O- znG9mBtgT%R=;+8=d)SaJM>xGdawlZ`F&RH3)u{lmer~;%;43SF=-+e zMWDC*0>9N01j4P&wx!FLALp8M3N!^s)g*bZV_Q69LV%T()f$DBIy)XT z9j@gxc!HF7;JGPG15_AHRCbTzzl1C2KtkyPD9tQ5x%s?ZH2(<~tiBK23y;;WSHs(X z3niRDihp>DSPP$|!k*-?7ADdcziBh@c)7c`i>gdz6^lsNq0iVh2WzST6$VD%?-WN5 zl$RFd`pmJ|IH&NKWNN!?na2C-`@c`6&CU%29WYRIzxKQD^`D@2#irwO)l+)SZmp2} z_z|=d>cMCIJs%Ej`g$#T`qyjG>p>gCp8k5hUjD;Q`=2NMPu3x?6hv>ifT-`YqnhSdb(t? zpVngc{&n9$8~2}HaOT%-mo19`t)x6v^ZBg#*<#R^sIA4NXJ!~a{c_n~A2j;5_y0k5 zc^%LYfo>J(M)lOIq2X_9&#qiPFRB=H<<7L9&*$&A`E){g>+3J>_P+ux-|cv;X8nKT zak*%>KAFgGH`C`U#zU3}EvUEhTiCBr;d(s&@r!rw^!#l;y1don0rf~vf8Y1r_O+RG zr{4L`=d9P)$;dA3U6gsF=(O%@@V@;om%Q&^`3XAOp-S5IlG{a-Bgc2Y-F7?Wd}fZ_ zzYEU%Q+v(t?GW=l47w3~cL?at;*;lUANQJHWBPkzWAbSxZXJUa>!rbASMgcI@1bu; z;9k%v(l?X3bzjxTm)%Ug_LkT1Tt!&<_1N;MA0Ho|t~xDZQQ4etTYo;Aef_p{-j2js z&p~~wQ@Y#l7~On5%hX5+JUlwD{@>3}zh1Au&UZC!?%cUwcg;EvT92}Q&8AaYsk3vp zW&V7flHqbN>f)>%9L0kZ_r1UG%CFxBjZkm;t?n};z&eZr_)|Pl>BC^B~XI8H_7tapbgWtHt)Kb?m8sBKU;Bc_r0&{w*A^?zRL~9|n8dv-D zI{yDIF_Z5%)8}it{XF(~`~AA=%9l&0zxo_s_w#AdWnc5Fw!xsYVXx_3Y_$3Jxn4}4U%PGJwwsLXG6CO@^#pFb_*BYuUvj_gwll`(ZJr9x|8XSc=*53s z>p)AkW)`2bJgv9;&84vW-+#<&30&;<^>@YRzn8V<_`Qxf+izN~2DN*|E1%9{tY`XRdPHxVe%gTjbQP z-Me2O2c>Y`n%qq%)h4gK(P#b6;;H>QLFH3buh)iy&Saem+EQCK>EC1d{~D)tx8D&t z->dXm-TvpvqCX#x`)~W7Dswi;HNz%jZ_Kp@zes*`q;o6t7W<2yRu}4)GIt8@ z3Ut`}WRmwO&?tEw_wvO5f4|Rvw$twGO8>87zQ4N`-FmfpeH^IV|Fn7j-!(PQjOWi> zQ~Ytw=5wp$&8=kaui3|XBQ5Yjx8AA9*u~6SF6!P2|NIwp<<)|7SN}xZ-`Xj-uln82 z=PBP^+g}$RmkqxbSN(R=(`nJyeuJ*0nJS&XXJe17^)|7c{`P;rY*5b;s6Mt5#prJ0$T^ zT6STf%f&5~=THCZD*U)Bv+{lQee0{oljmRkckF9i?boYMU7ym#igd%=E|OZ(F7UMy&?`fk z?pwur4Rjyotmoi?UWR4;hctbhdydD}{d{`5kzFprn%P;zZ*jmaf#izt$keHy{=To@ z|L3WG{Yuw$FHCy*4qGJgU)on4XBJ)Yur+&OX%yQlv)m4++jol3$L<#W|L^<$@AvL& zEIDSk;$ww&(wp}V?jjxO?C)!yTUURteCz-CpG2p%E@%KY_VA4E|Df$LA1m&d*ZukN zYmUTmYtxUmT_5)vF0*v|*;e@Y*wx!p!{c^-uLP||I~)8Ma-Uzq3(YxB++{aYr{8jv zdR&vNe^EeoS=D`i6R#t-KhKhcKI&(7jufw{aj}Ef6F{^*`>F0 zHlIy7dP(Ea-$&y6XRI^a8@XoNt*ouHO?Kshj_1&n>+iecw*BK47sryhrPpS@DLtFS ze@o!;O!qz+%d5qpjni8<$o;--=CaQzWyO1$f5(!+v3%e{utlqw%kzxIuQy-(E8cnu zG}>Qke>(o(r|G40@=8{k&At_Jec?5YLr3Q=+qnHDXk0t0rTY8s`?2>v&-*^53^aVY z>9U{o)&Ar+Z$F>6zyJHj)bO}S>ypKbH&^z6t~ZU{b~|r()fds$PX(Z}cdk{+$RDpg zdtUNH>h#z!P<66vd+uUo%RPVJ=C9ulnyb!VXlpeq`Tmv0Z^yxNv!6FC-c7yv!e(yZ-DR7- z#h)y<|NHXOa{Iq4@08unO}(AFT{nB(&a}#3FPEQ|Ex!}Uy&AMKG5h0g#jdj(m*>`l z);(^zowxg{QfAN1+>!($X^#=cBkO5=B}7zo%hdX z=f~}ie0--{XOqXz$MXLpHg7%5XU%i7%3y=WB4;zKod6NPg{+`q(YKFsM9w>F1j zbxIXE`|F(|=z_;Z>s-&0N8dN(ea8r4SKWtT`}$LeUSDz;lC zg13A`r0YLTo`1#Z7HE~^&1Az{rr%6@ABC1^>h1gS=xHOn+zQ#QjniKWdFupPi!9D4 z`}6Vm^}>CDI-p%!@!T^4KXg5JRW$y$ThZ=3yWNMzOF#lcyMg6R^SWS2c?Z*Y4h3y{y(x zcKLBT{I`IvLI-|tkpysrP_ z+;=Foqzbe!eXEA`X3*gxTVH=%wR+vGg~?Tli=WS{UUyIGp(FNg+_Q|AH!rZM`OS%t ztN-)yp0bte@gB+G??*s8B~IIZzY}~dw*2nNxZ(?r>{B$Rw@Z|%93ef-E@ z|Ko7cvzh69r>}23Yj*ofS;D{T^?$GP{I;2O?WCGp-fX9|mkC;r%k%vyMB>aR z5kJL;HyZzbyS@Hi-lmgksZ&G4B;R>M2Ha*m)tuub1X_Q3+UT@Suvk>a!lHLOpHCB1 zcAK)e->zzhKBRs~*tVd6%hTrnpU+Ppw#)0S-~X>FGJEaTQ|s%#uC9V8Ik2Vl%a<=- z_H;gH^jWxh^X4P{6AB+6J8QK1GPnzVAV=?5Ogm`01?ND?J=2a0ckjlgO%pVJYs`2c z$Kl`<>z9wu@BN@4j5QprKtnU&vB*!KPU~OC5uKoc8F0EL zcSPam^ZE5S1FoxY-n@D9ro}OSXghcAT-EKncXNHgwl&<`#fBI`h76GW`1trWj*J^% z!OC`YOa7+HpHHXbQ3E!b0eR3AF_48wY@jhuu*wB*dozBEGO#UOy!bHJq*H%BpSQ<3 znB)o`tMp#aP~n`Op57_1`1n}wX0_mpSFfhlLJT`9z`bAr1_#jCT7%l- z&3ywJhZ7IV$;tV%k4r*I{{xu8K*KOj~ivSORoZI(;MaD4c+kf>N z7cUy#nQm~qYYw<2xpZon7U(!R&3fI#{_{keP_;l-Dmx7 z#oX1&$9gnD_lrlC-AsM`m*4J3!p++6ce5`R|NVMhfAzXuS?{w!bAOvIIB`!cK5x7I zjQ#&VPba#|t-Sf?Vt-u-=p^%#=jz{VJU(rrvir2!Z#S2xT)%nK5@&vI?F*ja_-t18 zx=k+@b$^osO)kED(Vce)boa(nX89iuptF_M*3a%DbzF;c{k~sWl`j^ypE@R;AJe@o zaplr!t72DuzhD19<@vsk$E36Kj`zt%i$x?fPP)4ya51hS{s4HOcj@Bht&>RqYwBlbm6WdA@u=&s-MtFb6}fnTcLSKp7W`_L@^rHsd{`%$>aR;kvt zFVgPR{eF8|saq!~UVi@jACLRj%eFbMUA{d1#QB?ipz|B6ugsTtFSF=(ag_30aEID- zo^)hq;em@k!GlUVpz*-13w9r5lfLrY=GTkGrSjKKTykK&*8{p%2Uj8Dw&hDsg2$cO z?{~kNaV@R|?RnOo|Le-~tn!2z`TKrmJ$&-X0^I?X zKRvMqw8m>a=x#E7^*IGi?;q(b2%I6Ep?~(-@5jI8tDpG2-#JS@Tko2C;lFFq`D^bk z;Wf0XxE@=+R$jjNjG<|I{EtK8Rr39hejn)+&fcyCj=GdZk44fJEuUYvOQ!5b;?wK< z|CP>6?z22)_xp|U&BuWfcPpRIeSQ4?k7MRp^(jM3>SpfTT?cg6Ep zAN_XX@y+!4vE1)2wn|kmaywZ2<;BI+LoJ-3(dxC}t<;vg|9-pO{@WYu%m&59k44fZ zXcU;eHD2IbN7sYeAVr`e0MuVCZF%1+9(Ti9>&MxS>-;KR znHL4UUrWg@VD4?n-B+J=cUk_kn6v#~|JEJlxDVRmzv=g)fciUy$ER++9=AJZ=hJCl z_no-iYkn`{Sf6b4cL&fx2ic7O7j^4tbd*A-O7I2CY|@;zxu!L-P7## zd$;vX=*w|C_#b23r{QKJs9-a@m9eOj{1JCeBb7K_sZ|r zg7duW`-z(_x<%b z44U(cT%L9RF{sgWzB_OKzc1$d%t0frds*)+ymIlP;gaXs;-HauzJ15_~z?bv87i-zn1O&dQDr|y>HH|ouECKR{P5PZNJTURDI_} z++pqYdnSGQEuYUZ<5ox33|Xubasd{ti5pJq?Y`0!EMf>+^ivhTxcGDJ`|9|YFJI1l zR`}y#`|o>akGb_o1cDYh{VMF)Tl??l^J@9spH6ANu3L2R;?Ilybz8pw16^2=v;A(_ z*B9DWF3xZIZ)+TD|6%biyY8HW-tIS>ihjS{J{@##`}PZR_x^p`e*N}o{r!8=^pDKj zxiSA$(P`cAO`W#M(!Y;6iD4ai=y}zeDB!ws-MV$V)KinMWS0DFmALO+{o~7W``CY9 zmfKGSO(o^*e!DI8tm*YNzwh5GJTAL+gOu{z=d<(o-FxnSJiVv--Fd0(HGyTfbGJvS zfKGb2dAqUdwC?sR=PsPDd1lPqSI8%<=A!{RS`jo?X5k82t97^L^Vw|k>^apFUBxs( z`+iTqxVZQS6 z`-d&Ury|qmhJxyrPq**?+qUnwCfD@pcRSM~3y+FMTiw60G5Php70>6_*XbT>0}W`` zJQAL-F*|qL&5-!&N1f`^Kvjhdc;H5^`lH*zFSoMSuZ>-^dd(&;&+l{2X|7|lbE!kC{diW5xehg@+>EyQ!J++#k zxl^mCud}k(t#p6WE_Ju=@$r8B^?Sd~dJj1QfA`|Wz+<41 zngyWA(wNs+L~#wEDL_aC|SJ~G-Z0NKx@~oU2D$gEcw{h{_oxmhRxbodbRWRW(z3J zI-Mp~4Lh1G_xy^ugn%R#!;~6vVeFG4;N>tqQl_VHErx*KQ4CpokhJ*Y%$+wa&hTK( zN!02WfMbXOxl@NSQE!-hj0gW}3eYt0Yey@rj)b522kr}-ynOc#Pxn${%Dj1U+8$c^ zd%pzP;uuUIur>+N^+a^DQO0y6jnmE$Sb_ywnn>glEKXsyE4arqU_(0M@iiN9E!3)> z!_<7~;>AEvno|Ntg+cV?Lg>X0*n6Q!iz}3G)v-1}*S#2}otc4qWsg-=RaI3~73%?M z*a|08NU@jpTB-$Ypg>s7X9ey-0LVbWQStaSxYd9?f|90!v8^OS#1_gx!D9D*IhQ;a?~enW zlogpKx_j5Iw%tO<{=Ew%jr=ksaMCC|U^pVr@Bb2D@KT+lM1YwyA9fIu??)70lxECS6( zJmrr6;dHa&aqsWicm8#sCKnyzRG$*;Z@YEPzF)6&e|d3nT0i!6k}oWlzJ0sv z^}4M;%6~j;-@Zlcw9aOq+Phz`$KU^!ZLwR#_xru-_eG!v2571yXUD^~uhkWxFU+1b2gn+dkQ);T9@zO8Wk%G(76_yE_rEB z1x-)OlwJwkYVq@Je*NxeUpE})(*{-kv#qX!=J7xWeSk`{qH~tdr#$YnUMKgl@Q(QN zzn|y-x4D_UsJLWdtC$w(c%+~2%J)ad+drREJWc-Z3-{nTp!r-~W%oXv-)}abpHTZ3 zoU9LA(VSxxi#CL^p!?lk)FBkT%`F-|^UCj4etrCcBUkS1hNsh_r+wf1zIH43*Gt~| zwZYH33wI}ezgrGowDkV($B%it-7YnVXmH+$seEs*MEAG7r0-fol zZv7q9FZ(asD{H+?XTt%e=3l#J+JS~PaMx}=)4yJi-`^*kD|7em-O~HVBw`UmDPh}r zzkK;JB@(m!5kde9-oe%z3Y;hR11czf*KNWqtOxqhirlZcF@? zX1#pu|BU$hzh7_l-deMH^X9nl&pQ`Omre~0(*$kaJRPs@tZdbPKj*vQ89l5ep2i%b zl%$aN;4u~p@ED8U<`%c`=Uv+CZoGfo`x|r;W#+us58LI}v7URu7Mrv2=&}l%cirnQ zRh$F$;V{iTx&}@9)&$rf-Ot@mJ-)wY`ta`aL``}C6{7P@#6QEO6 zg8$wryqDZ(xePo>H(TGVw(s5E8~Zoy-2DD*SKq<6+wbp-D~|zZ*_C$n=WV~QIS=YV zSYCbp_j~>S^4fdi`#!Xu>`E()?SN~>uJtp{n?wtC6KTV$_mj8TD?A^l~@&Ga$ zo;F9&_`{toD?uHudwTo-d}0Txj_$!B!O5U_;ta5XF z{c834b;p<6eO*~}Ofr3n<+B-k-pMa+N-lXd|No!ozwQ^_12zBe6rZ>KYVmr_=B$fZ z3tqo^Zv{HOFsh*E`k!a!`&a%B^79p`_P2h!C2B{{$D@IJ-fDllwCBkr?^nlr{~G-6 zdQ>Db?eVY0KcpAO)qmf8|LUP=kvpK{kr>w}8mvF7wQqXjl@)=1?e5joi})>`VZZlz zR^6JPXPH5}z(IFdXPaj__weYVb+jRTik^9egK6(n8EttRkoYiZe zk3Z&?-;3P$dG7lw>$iX0dVFjCrju%=_7@|rdrnsSTK(?eo@tWWMxaeBQ_t7FD=z(i z=||k0+HW_vYFlvq+Nl1j?)Tep(BdLBpBVvswqGvX>Xn)czMFLC-*2~TyTJjGz!qeY zy6aBKW#3Z$4szTL0?|Lgw7=~@`K(sd z?Y-D2u_yzy@aWpP!=PoNW&M0#v)P4WH#5ryKA0_QV&x!xcTuhBefzC>m(7dUJv+YW z@%Hx|_a&bHxw^h?>zhrd^}be%SlYeY@ff`B6?E*?uRY+guwAd$X(u1=TRV5fMcX}~ z^-9a-e>tf>U*^MB&`8S7lFPo!ci3Ag zB_GMPc+kN7OV(ei_3{q;uGxlG+aDg{)_%hNO0LL?hppb)ixkX23tXl1_Y`*72LAuHegD;BcSW6f*XLK{irD||S`;mE z-Kj@T?$vd_^%@@MUx~%ne7sk9?r$egdj<1>EnLelTZMoADRqACEYN}{o6l#A_uk)r zER=Ux8o@tk5cOwF-R!q9hNP>bFsQUx#y+B`s}(jKTFU4 z`}@BB`g-kScij@duUfrsRqK|pqbnYO2Jils%{BXHZN<(0Dyetky578t`;z?62(&(4 zSohXpk%rv`!wb)6UET9}?)x>{zuzs7-`{WkuKu|7J;Srbx_iG|+I#f(iwAGD-*w9z zFJ5MP&ywr4;XdHphBIA5VIWV~Sg2j*-fu%ZA6^ z9_zRvVJ)?&K&pD?xA2HJ{+}f-xlPPpa40n6T~_X%ZC9_GT7SI~d>XWpIqJfmFPFU8 zuNGdDxL$oNGJWdx`1-wdGTT4iPuzaDO!~uCP;z3g$(dLAY~^<5x0kJETu&2=Jr~IG zA8EMF@Vp||^UFf47mwZB(tF*syQw-NfA7~*CnhQ{uUaQ@SUR6AU?lcV{-~N}iu|Gbv+sE9m6q0R@|8;5l zsf3yj&GKtp@3_lVF6oQqy&hBSt9$3@i~DZwTE^~gmhOhGtIB<|`F6q6so~c)p1OEZ zvih+ZXgt1D{+`9JF2h|9LFZMxIm`I5@Xqx=a~fmHZl-PxwmRl--gRr?#`W)?PLGe< zz0vO=oM%v_vEgg#g8{noVgFQ80(g)jO!(d&9`4T?0q^dI_u*<R)27EhfiCgdI@|Qz-V;jQS859vuh|?G;XvwY;nca3qL9rTyK57Zg*bS^{=9? zYhFz1J(SiXV+We@`*I63q4zv@&ijk*^17f+{jdH82Bbdg)|ppuh%?JAD%LAk@u2Zm;r9#9{8xX2_6`)CF+6_dQ0C{)QuqG<`+oi7GR3Yb zp!=Juy0@F(DR90UY~prm-L_jIg{Mk7ogO50>t6ePf3lkIs^6~QWn!f+xu54v%s=+&w0=BjP1vT# zeb&=JA$ z10Ub=^tt{2pR?uU@4OJ|ee`_a?|0GMTQ`=cYA-5~X?^nX@$u{DcYi)-z5PoSIO-VE z_+*#+Ob2Zo`|Bos-1xjrFld1C_yth+0JN}A^Yyyj?@H!c@3Q^>=ehm$cW1WmeVe=W zw#hl!#g)k|?`EdYi{xHZtGnyPqSBE3H-?hRO^+=vmV)kEx;k+=xB@@3O=+E?8-x4y zSI_Of?~J;V>nf5DYVQB~SpWBW{nT~q)=i7!2Rr7#nTr>NMHLg;D&B6rehRc&AKa6T z|MN&Z_4V5Aep@fiojZ5y3Y)w;JB(Hb%t_m@=&)^%ob9coNo`p6NcQtsimd@|wJM^MAsD5>Q;bk)U~RU&?g9koAC z$Lo3PZVibnI;nbk@ArGr-!t!)->+S3d`2y<;$bW9o@Qc)?bj>8PeD2K^I7wF+4H|= z-~Y3$N77jBt<`O{nLX8VCf{rubg=ejX2^0mzd3IIuh148Pz*C_i5}5G8B3g*zwc+; zZ(LiX!0W>nyZ3J+ax4*4sNovWKy2sy1R5QQu9m0OlD8q^CD1;#l9G}s>(=S5hFr^h z<{H+$tZrYKn&qx?&pc!Oeh==|M(8(4l)2u7l zd@5^eYip~!m+1lT+_`gA>sorG&CktZIKXq^>ebX(M$j(fwT>+7d&B^jrOI zCoKK;N||Os*KQ))fx2o_$lmE#uXMUELjv22SFbj$V_;x#xP48*sl2>=W+Za#zRY>> z>-GBej{~Mhrp=7}HD`}yyL??m?C;p}yH_V2)Oj&AJZ>c@AzM;wLEP8xryKt~QMcF3 zUca|&=jU_Qrvs{9E}afuF@+Mw0Ty#lE}Hve$KyWj=$wtN;9Ae-^BHg}AuOiwXq3nA zuj}h$-REyx?dG`s=L}E_=+Ec#@t}K;H@#dodm3nY+@F{J^-}M=pYpz)6J7+1%hGd; zUf!#IAM0oH@yMq;#pkE;n%~*5Px0NZ*XvgA5B~QM$8x(LdtX19?Eh~2iK-_P-KTj@ zR-4Lec4L7JsA@gH%&!BwF+}8i?VF9qPh~Ej8@BCM*6K~aUag+K@Za64w7%DkGaXSk z-yiLmHt*~L&`ks2;qJ;`FPE#&J}*;W@ay*de_{O<=KrFy*M@>-e4`@f20oixeh<`K zo&wqld1lqUPt&$f0S#Y$=idi9-`RHE-fy>xzFc&_{;uuCrjGT=WkT`cF`plG>)YL# z&ctwL*`xAfpw$AzZ#?~4zN*6b{>$a_<3JbcR{aMJHi7O0jQSE&|M%``C1}IoFSUbdpj&MvEsIiarq8c!s{tSM(l)8@^2{ew zg8f$3`*baOx%>X#cb_iL|F@-#9aQ}7`EZDP@B1VD=PpO*@7)SoLN$Nk_08w3USBcH z+yC=y{;4%uyS$QPA9a+s?D_NQG-z$ps``@dL-{2^F6KwxT&tD3tGMyo#ifi47gkkV z1}%yTx9{t_;C9gjwDzYoC;!hp&^Ez+D?iVzd^Yo|S=SQK$$kChw{y3joF@$0v-JtF zd)3*8t@Hlrcl-bUgKl2cyRk9(_%v3rhy&)Jy{j{pYR);w0@`}`^O5-e2=`feo6nkU zHIS+fH2rr$L@c)C;;#OX9`kO#MhXAZPe29pt<rltEvz4n(tZpHy?Cm?#a08I@_jmd~DmQF{ADI{Q7-+ z{{4Er)p={APf+LUEW7XJ`+wivbV_UWmHXF0rDs~{s$yfu9`9~@lcUxjAK(3DxGG1% zaMrik_y45bUH77trKP3*5(0v^hEeB)7n*vG#A`SrhVf8~!3zU^)D?a(Xj zUF?rGg2$a_rq9#-{eFLaWZloFuj|&-eqRdm$LqQJ|i@x8UNk8dT}#M!8G9Vxu~zT&v`sq6dyeZ5s_J>kVU z(3-sH{}ZIvcfP+JzW>+NsDyd9p0hHf$@i{1HzVZI{9}LlZ9W_@Isf&;VgBp)r$72W z6}FVIVspHW`mv8~Kjv!PyKwD$`AUoM&tWVdcVC3;o|WF;3<|WvS9cFBKl?&Z5D5e~Wo z#`jx=NJw%_Y{^Hnu1g^ddd2|-?aX}|NnRYFU!T!i?7;? z9edu%_XM<~RV)`YZhYL_J<#@>@ovyzrxj=I|9$KSEeO8yD6`{rpQ**84&_r(+Ogw;z4) z3>v1H%kk-S{J%|NC7=`E@7-^F?3;2sfB)YG);Q1+5RtuomnGL!y4(Vtb@t?WeAUaP zr!Tt8$AT7eeF81Uwhejw4YY8v^7`(3q1|m41+8osWt+HM)OCC4w)`n*eyJ+H#JTRv zV)?c8E}(NuU)LX(fA*-ua2IIk;qLLxACGUAeA+DkCn0~KpsfYzzE}C7kxYtbU{_lI= zUmfW_meLKHV%b-zv#iGCi1eF9#ibfYxB9-ll~{&$WR27Dmpo#v>yOFnB)@qb(7iYK zcbDGD8~s{VvB`U0TRxu?47y1Ex_#bOrGFbre?FalJt@(-MAGCKzxzYOuGJq4ol7D> z$4PxHK5lUrw3_hUY|-y$ISiF7d}f)fEDJw&{k8( zzP5S0<+7S~3tyS<;t0v?q7#bkU+!JMdiCn1>!QjZ9_^AoI{Ssl&rj3$$AH!;U)Q^- zkzg+VXz>nN*4IC*9+$3Ow<~L}{lDtlx!c#?JrwA{wk$VmZluBPN!e{tIo}0@?H_&b zn-L@w9dtxxlEySQ@vJwUQqeL;Sb8dq!}n&`psrkImf{>-(pVCmGbRdc8H{xyvjoIC5R>*Z(XTDkRhEC8LIQ~IZ%{?Y5d z7uxMY?E4D$8hh2uYkPL?;<10rFY?}wG0FYb>0h(x>Fa9aY^nMA^J~9pHVd}i`Db-6 z>HgJ%^S0l8%IZaeokhx}T`#9yl)a;&<$wNv2%A;f6T58;4*#WOr-259XT6^vcCjW3 zG?VjQ`dCuSd(bAt@4@|vg-=f%Y4hEjsqz>!Wql zo=#o{28M*NMUPDyLEFuqwg~%afRf~C5bxx%6<_b}UnL4!3jTYqy_IFMNZy}|*;%n$ zE>_;W@i;53>)mCEv(k2dU;0nCeD>o1U&f0c4K94;P4iu>{arV|^7MjzZU4IFE4n>s zJ+^NX@5bdh9e zF28r|dH%H*H)h((a zcgsbS^P;R5kHvlIy>7bu)vDF6 z-d4R{d;PcCrp6=S;}4I^Re!m6z2b60PVohuy8W|m-i`oOWr0n?hv~Vy5`WEO>i)itzkVBZQ+v5cY{^fv zYY!*7%gxliR0XU#XB@Wb}|x7+#ppk~GUmYxsaw(sA2 zFRt$A)4lmt-G84Z`vm>j2b%gd&^BCE&Q^W<_PsE>FAMpvHr)ZuZGPH$zII)YoNd*t z_0`77wTn+HfEI>)<}$^ZV@`z(!wJQ2h5fd7AD1u8-F|o5 zzRous~Vd&lB}(>ww4Q zD=Q}7Nw@nvlks~zKWLfQ{^xl+9<~LS>^v56@2vU#J!PAZ?G%qpnfU3r{lAU>?DjxL z>_IWc!z#Pn_#o&I;;1v-?~eaa4p07n_TQ0x3*&#^x_%0D+ezj;^Ka96n0p!i{kp#2 zE>^i}dFq)NhF|$h9%{$`JQecYpf|5c^5WF0^S0lwY|Z)On0Max`dVJnW_uz2+NMMiHf&$4HrE!Wli<-sd=L0hh; z=5D*W%y0h=-V*jU%B)gu>E!;`80T~$B_x3UW^L$f^5}XoP&IMPcvZPtXI_KG zj<$}ER*49O11g?`=GU%RGEC1=;mWvNe2Ox!AM%5~_Ysi{x)lMfDy z1a91jH?ay|+;Q{H+n@Ws?_K}TasB?SUD-dM>eokZyI1x4)=h!d! zZ|wbobuSZ+TrWFk`TUAtc>yUnoag1Pa$u2hzd~;Y*`N|>%@%Q&Y6Cv4w+Fbq@B?YRzkM5frTz$MQ-td{u zuE_AX%BQzV1)g^;iY$?HIsUvyrA)au8i2z65-zu^4Dzu z@1SRpI(p;9o8G^>l3H@#Y&TuK=4Ha3$FlEN{GN66y6DZWN2P0SE^L>J0^NLnZ{kTS z|HM~G{s*4bGAc6fR9k%`ZQ;hNOeu<}2NNz@oE~;(gP=sw#ll+>yTx69E&L_#_lKj? zoP~kGdHw3ur#FFy8*^8F?lt!|&#$#y{L-S;?89>VzboHWOWobvTN~5(&$Ya4v9t81 z3E7*vUh1BWHgI4=JE>5_Pq7oUfV}3Vcl@gA7yEv_TD|wb^N*MQ^--W#C#d$Qc`SWj1GJ(ivgYH_)1S}V$Ad>P zu0>@}RqnG`bf@O?+0=`!;cUs|-Ph=Gd4t?O&oLT1kxwzwe%Oc9G<(?LfZ zLXPQk>yv?P3Cy~(A`m)qjWR%qGG;yPhoDj39gA!x24jct@ad(Xdgj(PHo;xHcb`6! z6rv9*ff*RUt5g@9)Ly?Q2)rxy)zay4t3V@Rpm9^gIg@hB4=kAR&DTtS-;bodbHT%O zK?x^Lm`0kqeZ8^1%?GWWMD*l|En;0J%5vBf6O~~DfoH*^tegf<(Ci@Jv!K;^M0s}4 z2dBMT)m1?IE==9N_JBtu!RJ0Ak4RE5YJbM?xXjYkt50i9I(A~B^6R&dUEWO2ZtG5F z&8vJS30?85f;jeZ3n^=z@$Ico><>-|@cFGa8#H4{!^xxcd6l^5!$_Ku`19#B!5N7^ zKRyyQBZ0_Zh&=(epmq269)ngEZRtYVJf9%89De(JHTd9y7oamGjn3PA#=Q&T;zi+N zGsb10{rIw1t@G|!yfznwPO&(=hMs&OhCYi__wy;P*-h9il5yRiA641!acwX_I27B0 zW~2jK5dna*%)a=%?e~IsCLE{H%3_;m@No?fpZ*nGCN_v=3oP8dd-oX~s8<;vGdZ(B zqnJd+T^S_RH!5O1?bZof35gVeh_XZzz6A$me?Dk*5;kpwdGIaDehBYB9FpdFb4+J; zty`z}8Zs}Xi*05>lfk6&>C|xWz&`viOgLjL{B#J=R#cpuhEv;Ky?C+WxHG?P%F>1M z!s>oH>2nI*K&O?T`hD;FzD+mNW={nT9o#9uUwe6L9B7^S&E$UDQ*P3^A^kso%*tLT z`QfK{Tt(u|s@H2zgU(MYyHj`^w2PAe#~n~hJ@xI@>w4w)Dwn@k1(*9T&s;eKy0rdQ zv`4lKXmxaKY%FLI`GQomjem%nlyG@`)3uz6A9ON+VL>vo=6)U6lQ&nh0X z!DoiS!ar~G>$UBF-#mW`v>szxOwq|tPxb3>$`$MG`2X+s>6_{EZ6EK;JTRe~4{C<}jc28qm;u{;L>J59n=-tZ|x;TN>(TvJ zK|7Q|r&2C#bQI-_B$E)+w&beZ6-3y6ZN_Ws0YOdVTlgV@p2H0ZlV(<=FE7-|y?^cK?vsDF5dB zzVCaZOtLxxmx6BD)|GN~kFB{|m>UdQ;XDnrN-Oo{(&>7jySZeoW#^mk`ZepkZHQ$D zQ&>&y#%mvUf^NFlbf@U_RQ;NV+@-OUqqGxyWs~;% zP^QI`3C^!_|17lUsye%9wb8M_V;T1~v|J|Y&nthw_xrVTDHO=0H!a-F`0$bQI#%MYjU>mVwR$sAfC1;xy<;*1z*WCr!TA-DT#Mwe3}R{GX)C z)6w^Wx)ng@Yk05kWqMlw|9k!QKJcX_PdnA;tzbPSu~g=_9%$6~{adDY+TRlXfQH4b zZzjnm*(QM}0g4W?iu-*1d~Dvfz#sqW|G)o#HScD`a?ln$P}{sz{wROV1LmzBb`vCu zrCJY4q)Np*i}?Mn`gSw@^sd+IqW^ub|G(Yl@0ZJ4SIDrg1{K3^_I|(j)iThh$Emi4 zzq+a_YoY1Bcc9tTb*}Y`8h+0EzGu0Z=VAd-`-t9UW@{`?AK zhYp)#`@0X$0q?DM6Er!-czibhx}DEv?VA1ybgJn8S`)56{dT`H{#Hs?%B?ssJ5Xdn zuZo&9mW5bqt`ALixhJ=zb|eLFUbk*t)P~)EzunH>sK=GG(f<|boVDE_K}FrP^L5`g zGtaZO3R--+@P6(0wX92TxEs9dew1kO<%09+V1HXvmG!;r6|D@U=SKhC`Rmo{Y(s6U z1BN}^!KbHmn*^@uT=aONyIdr9NnpmC+pbba zr@biP-S|DR=I+N?5&uDJlvB^!ewX=B>{httV(6dV{F=pL#YrU@HSZ$&UvTxlPha!d z;Zd~=>s*bPW6yi9AFns>E_Od?)YTh!qo?U{pu23Se0NiF%zsYxIRX6@HhmTEqVNB@ z_RBWYW_zSa=;8)R*&5I$t?Yk~N&_pp-rcUq75Uw7@u)-bq@zgnFzh1y#M|QJkYo9QscM%xix(|&PA-=5!UAa=MC3Kwbp+o_wCmndbtI3 zLTAl?=|}02C9mDhUxKRW`#%IDd!6bnp3O+ka<48iH9s<2`B5+A%!>(Ub)qeDMf{!b z2TlTA3jFh#`Tj`I%Gi77cJAm6Tz%0{GB$i;cvgwwH}x)oz?3e%Q!g&@6iTzMeQ~O5 z(Sg+Iv1Tdj?rK>E#9&TkWt-z9QzcZlY-!@%8_FcgxQ2(4D>wbaO=`YlBdrajrWIiwP zoD81o-}i0n`mcTBy-IIE6MCQx?@<>zw{|8a)j#?zAG>%~#&HOyj`u=lxr|k1yiZpLhF5)MAfY+qF%)mVMjegXFPaO)q8PY;EukpZ~UKt zx;X3O%aiY9^}JcS_vrqMKg_>?Mor(vOU=CpI+eOM*kO;M(mfY}%6{`SmxXrsB!nOb zdi0vFPZ9YaC(?e>4a>3Tp1~HmB9GW!Eqd)Q@_SK()W09c?fHJ}(O~!@dUO?NRI{$; zyzO_Mo7szh8|_M2Yz%4~&3&`+#hV_cn2eH2-}N`LO}m;Dty~vt7e+05A;x;dzwXoI zy^C#r|2m>>7nq+cl9T)=N91K4Xg5v2^xSo47cod3z4-6Qid!$#dXq92zuvO`M!yNy zjE_IrZt0tzvtMf~zW9Xf^HGs_10bpN@q>zK5N6nMXe z{Qqt2pzRuucsb8Lx?fw;UjKD<{Mx&xFD6RmTUfl?@i^;Tvi@^{`~@9-sXW|7Exq_n+A&Eo=AVL3623mdJufk2UhX>OL^}_UZNd6F)%*bKE~J^|+D! z*W#aF_Ly~b1WxGSJMu!VXWjm`8^H!#b1ue8yLKJynmEfa&-mMsp1>`^(xuXi7VCg^ z^}o@*z`Mjy%+jg~bb#!=uN}57zlEz?{N5J3Io5nUDlY%wv#X(@3wv(8RP2)A&8M_h zf2pod)<2=K>YJ{Lsr|hlb!PJ}@Aw89VBH(L>2IdU@5i^KTmQT~=~(jgSjIhp>gC_I z_h)C6Y~xE?J7cHRP5BJ@yPzT3dv4#K!}fP9`;u(o3wSK3~z>Yli%xAy;{86tC+U9`QSvBOnx z)z07zks^E8v>cA^xO!~gBVZ~n7>PWR;ZM2>r$uG0dfwId zLE`@JmHxG>%I|#JQTSL*dcItePT8M3xi-+FQ+7vIg}etJ$vxYBt(&0czXkHFi$KTY zmNB?ZG~x0Il<7$R{dW8M^K+-Vb*$TR$!qIt{dLyg{^z{WmwMciy#JKMRO^sM+B)C< z_H4~4>ET@x_@&D>FnRB?QlH%Wm&{jxv`n6V#Qd`*Xl+H^dE-YV7Rkiz~o3wAS=3<3i zpj}_zcBO^KmWJ-_efRvBv=5t5az%1YezO0)3lg1o%m0+W;Wb!WcoW=;HrPEQIZSWX zKhS`?eEx=mYNKe_Ar{ ze6#8Fskhtj$AMP6-{bowQ2nh9v>5(7uja*{^0C)X>u#TuZw&UA=9x{cmo-#cemwpQ zI%TW6z9hXBG%pC6m+HEHRQ^-`zMs#Gv_V(6W*;=?QmX%b`#$(Yl=ts%Pqh$PWFh|8 zI(g4)&~60YAA647n+{rQ;{80n_UqMZ>vMTKpH8cr{~2_U*Q)u(-+cExpI3eA&62{m zA5D+ftv9w}|G2E-`<~~vm%rL3T@(L(?bvs7E5Ge`%WfBaILLmz@1rxn?G~{x(4r~7 zZS46aHK41nzP`xrHNCcC@x0_MMJ0Ogx8JY(+R+a>;@qoA|mf!vLar*v0PZ_Ple%GCgJh*IjUes{~_isu1H&;r&xD|cYaq)txPbbx{JH2*T zBwS#zDL>@(gMV{D+fu$hkLh{adno0Nq*Uwa7cO!2f4@S`qd6_;E)y6Qk=P2_S9(?1 zuFrf?&A-p{=fBEMUQ=GO95JPJ)qLX-jt>>Zr;s_x1mO@BMw~*ov#q*4=!;0a}C?&mFO`{dK?-g?XT}{jUeE1F6Yw&-xs3 z{l%T$?9OvXf5aJ7cfPOwqqF-#6L*$e5=-75MwMN!en)|3VrR=dk~kq2of8PU4=xHc z3)VM(^<|;|_ZD&gTAN>+y}uuH?)=l$@qe@S?%Q$hM9iN*Cp6qtaGVFcx#pqCzZd&% zBz0d^-sS1uD-{ZwFxZtJ|0mFH)&Gl~6<0&UuR4Wp*65O}`|=={sq-o zdV9ZI(u@;7I>RkITf`~Z{#->}&)1%$Y>_awP3Np$PvO?zv!N_LuK29!R%TN!K{9oEY}v|e>$ObTB9`m-|NC{zQF3txXtwRstJUkLfz}1&?Em|1YxdgxdxQ3W zU7LT^Z|9BQ##W8aZ(1c-KOD2T)d(7WdiwA8`}K44KsAM~%dvkwfek(9PHD8CcB<_Q58r&c@WASOwVbp6{ zZ)?P)q+o{jDaBAv-cbl++^^Cg{s zSn>E!Gryh1o#{s2uV1~Adgr}>_2aU67xwHoJM#|9?v|==S8v{o%wPO+-P>;#x#FNj zn7Y$km#=wu;F~JsjueK?Vy%~FYG^(B{dRl&UyE-^y@ji{$XkNTKZY4!HRhaSG3+V@ zjYNR9xbJ+o>vdN4$A|6mcE)z5n+0I%N6xWWM*5HJIq!9fS&{}Hp&s>FAhx2TuiOTM{ zZ>qX@@$%)%moI5E+`Dk|X5=IH6FUkYuQ?e~Qd$}*4>mVrBaZpK)$8{~fv3D+m!h47 zF)~{ZX&PuOtDSrn-z89#o{Wn$c?q)^;Q|uQFYXIYxFEZn3%q)j;lP`7a?2SmJh>Vk zzZN`Y37fA(45@cKT^vJjPt0B;u$id# z>s4ISK%fJ@4ByVq!FL6j2+D0`V4o4W`;XdgEGRF)W!Njcw>>&mR(D~I6CZQ9TQ1|C$ zuiHuFe5B4t<&--+3a_=iyms|!>Q}I3GZx{soBidzlX z2ar_;U?$iz2XyxSKOmVtClGXo$S2S$oSbbp)1Edk^J#p)TYkS}?)z7(*Xw~!bGZpR zsX|abzWA&uv)%tg-1<7v`Fl$vLA&+)tlvd|?gnF=|9kTMKTE(P{^zXU&smoZu457^ zH0K;L`1!HFKE}$*>eMmm{5RDM%p#b_BBjnuou+v`wmkM`>Gjyt;F+syy61{dD7H`8 z|L^O1@S&6LH8md&vQMAvZ@2Tl(reJTrJC=o5VIQz&7ZCW`%h)&x7h&NxF2luedBRC z?d5aJqHbobUVG}*>h_L!ZsB|F`MGA@1o{!=l%& z+5hhs=u#$^m#Pe`&32VGGCYI|;av+4A;-|{sd4sHT1*jkkS$0wrnYG`$Q@vD`~r-9nr zbE@C%{F;6obPUgKzxpqW<)=RGv(DS}S-$$sM$nR})cLjFBtMmcBP`+Bg+i~aK%Ll< zi>|LXK4{_wZ_5WQ=6wn}CFN%M{o2!$y!9gY{duZC9duK{viN9`Bv9{S)0H6avtQ2h zZr=6clg;}*pI;rnD0oX_R-5kjJDd96_Uc{n*5CWZckcT$#^={;4^+t&@pZ1*b31Rh z@3%QWc3!-EIT*B7^p>F9|1jr2(Y<b7LcD{i?*5>wLyePptS( zxM5!Vc}R1mD|=+mg`USBkIUJGi5TU33$zK;|+5|yLmIW-AtRk%RhN> zgz@gK!ovnvKpUit>i+!LbVSJe3i3u3pU*KLk99=n?M&Tt-Sl=+x9+Rlo`1dbnJ=bF z-CYd2CF5;C?zNjYBiFC~dFTG$cje%{{QrFquhA-!WlvGQ4O&uzyq3f1;goHgPbhUy z0j<3RpTpyN`NQw~|M$I%SW=I5+`1nPZm)xI_xvJo~dpKJM+t@^buy;DIa=g5N= z9&cs1B#>O2?0*Dw08-f=*XNOMmhJ#u`=<1IvcKKU_uw{jltX0N%+y!)|3Syk#OCE! zo{oO?7rdB|Tkqq2L#{3Bci8vsbDiC2=e}9v-=FvY|K&%P-!08H)UbNK=)z~vL`a|N zzTfY5FE8Gj@GSFBbdR~!7xiQL?Jxd;hU(Z$*FF1uv>3Fd!=3fG#e<6Aqo&tmf$M$5rygA_l=x_kg{{E-} z&=%Iyan)}_-}g725a0jf=&z3*g349yCHJb|@BP~GS3KG0#qIn5zA-|se*>LxBWAhy zc5a{Lvl$QnGk0t}9QcOw5#TS1S~M&)F!h!m|~;3A9hj zbk+Uiv)}h0db#KGIqSR6v+8uXmVoN8zZP|3prci{&fcQv#{PcS>veno?|aNE3O)Jy zx);fUJW`Jd+QB}*6E;A zvfoVvt>nGB7kmjEWUgji{F|k}K*ue-*?it^Yk{QwocXoiZvMI@3EsQrdU?mU(|Wtt zh&4a{e5}-cd5nk;=;V-X|K}Z^Ehu~UBU>lz?4s>8-)^Q~H&=E6?PS<>zwY%Ec0BG2{?{yNxMWw#P^koqrOH@A(SKqq5c{`>K``hEAhs}^ZfK)c26fp(!i-T&|P{;K!$ zL38}p_dfRB`g?2D%Gi97?xY$+o~>@|8H=O0tbg`<`L*0%X`rc=`!??7_vTfgANv2yb#lBc#xv|`?64S`QipC*jRtU zIiFso^v`i?4XnE!C3ob#ZM53uTvG41y1;5JmQSYyzdGM_Ojw%8sdHuY1uY~=dhy2&GLE{6bAGXWi%fHBx<_hXGzg6oMyahUn zP^2F;Eu8{79c|s=O{evu^Fc;hl^J&}4ea@ISpHu?x02yJne#op*Yujk?zh{bbtfI0ao3IgmG1UCLDtUppJ$%`(s!*d@8iCtC#5|H?iC#7 zUH$?zaQacL^+j55vHqqLN~P}~|Jb<^w7UP}ssmqM>R+GGh*_ew2H%P++1&a<;da{W z+*ij9~%X|-CKS!cNgdu zh2npY<^R99>nxNOI`J-O;r^V`Ymue<@7@3RZTr?{E6CB?`~RCQOM7!;fr59qr#pLD{<(k4h!)`+hrrKj^+_ z*x5Tg@~y$QK%?8?plapUM^KIOU5{t(+__)BEo_%tbvI+9d(!6Qe%rEHvGbchzAN9q z8?=G-NU^<2X^q?nSx%oEbuB7;ZRWm} z3EjHeRvf?LGQI3^vAN6fG8yKX<@YM9ckf9IyAr=nks0%H_-__V-`f0qGWqGEZoO5q zX`o}LUe#VaSoUP1`!~CE&|)Lm6&Jrsvd*sX?MTY(VgGyU`o1vGrC*X|y}f^f{VktP zxs@xOF_v zXniy4!@eFQYGHv_migV1;K-bfM_&ovU2?Hh@;86p_Pb@J_s_pj`3u@vw{F*~RVS@X z7i)m7zPsLk-uC;QU$Z23N`9~Z`#N6V`u(2bpC{byj1I4}J~qMadrV22o1uwYL!YGa zGEnP&Yln2T?l<*$^}k*&zuvd&#jM`fy?#3+GNs~^YyN=hlM~;}A>F7GP7kMi(f!eH z|F6RKQLJj9MbBPa&@R#Gprtr}KF|NJ18ScAmd&q*UEn5Wu=v2QU$56+?+5L(oMwF9 zrnoJxJmx&8Ir7~jCTrzVFL!tMyWdTYaUQ?d1G@Wh|N8EAHy8KY?Gp2w9$R)Z%A>dM z!jD;xx7PnW9luQCFJ$u1K~vWDSq{@>&0SH87yNn9%pc{vEIK^=y3W?Bk8a%;ZhV$7 znt*vFIcSIrvP^pswgsKipi8qEeBF9J?05Tw{d#ZE;@;0klV?9Ee0(g@_0k*2>Cp#1 zY=*6%JYcZlxF&0jWy>d=j2uqUqi?N)*Vk5#W$;#LD*>dF8f;sINQ zGW?b-Tsmd4M|$P}H6 z`CMfucRl&pnKPwlO|RF)_5?#bz}fyV~RfuYb_alCE=!J>0({+eKMXQ&UrO zl_|r6dLd!qxqgb-*VjFrv1DPy#v~cY;5q{X!=f_^Dev#?UH)c=A#4K;=um(i?gd;7 z4il1(_uXXr!CA_?f6=yw?pI9zbnI%254`WZy^S9;S&*Ofe ze#P`p*DbI+Kq_2wLGJh=SlXK*081GR3=AFBEXyH*2_hfK9fY2i2DcX^48jWU1ktpe zDBIAwwQ+`Vx?kFRF29M&?tMEhE_UC2ZEf^!?e%*undaQM0J`@% z@9L^h$y@h&B#mR9pPL)Ix9V%o#jpDNeki?pZ2#wj^YuNI#o?RNe6KI_oo$l+e(m;q zMW7>zyr=7x)=krmHj8GkU%2jJ_!Tpd&(XrSIlpalN1v=U8O9h zSocE3)2ZQiw&mV7st!-SHp4KP>G(E}iAs6z@9j;LuYNwa{MO?y`xJ7m{7zJ4fHr#W zxE@!1_U*mBx38`YK7Q!)&CTi2Z)^X4y&jnBe;YLObjRQR?-RYfUxK1b_U7N;m-pnv zL`COojm+%37Q6TFy0tZX_uJdscel$`omd;OQR!;3dH%gO_i8@-Uf+@#T>kN>`0ro3 z*DJ&EM^BoeW%08TRj(-cSMv_FaIOnqANOv}=5s~0zrGZ<^T`&~ z1@0_Ljs9}We`@URvYnvY=%?7q3#@A{zPQNs-Jj3r%O|V(7M-{Mzo&Kbd7IBYtuy^? zKDON6UtjOSo_}(Z>b0Fw8xkD9pR;}+QJa0S^zO2^|2`b%KY2~kG;7M=jt6(k@0aTD z`>|;4eB0`>@9*pXTVMUg&M%i^|7^$meZMP=AvuzPVV_IEtfN;}g`T$By(Q=7rlYbp z6&LhO=RCU_9{-k4-Y$o+t?l!bQu_-NmPDNcoj&wy57*QyPuWx0SQo$F`+Z()xO+w; z6D!kq)67dp+TMoN`pq;_UG#SE-*30eDv!&S?0SHHPds?|L&{w#dB@%8of z@3};^Qnt^n{dV)((qEs?+pFLH*2K!ahIHB+k=N6x{ z)XTrO=UQOdQPJ=niHF----LudpK1Pox%jIsIX5pkMX#-Y*ebqjp>uoGg(9QtqWQ78 z>Z+wXHBIzFS54s+UiGkBv}#-K?Q5VDaK<5o^^g_6J@%}f9vo6GwI#7YwP3l z8JF*JJa6&1C*=EUv#afLpMSsKe>?Zr_9@oo??V2++p>0&s<+x~>4>jO*F`+r3~78b zF#M1_n8^b=J?c%6qQ{B@zMmJaYR)~Bh*J{)AvyS&U-%aIFv@h(e z@yZJ!cMre%aeA8W?BB0euh)^0GfMH;b$;!Kot2-TmDxg*MEee< z$sYcE&iZ_8-Os0id-LYR-0PS7!rUBSa(?5A-@*Uu{8OS2-u^7NS|H>ws!P6KOfuA9$qEy)WTf>%YPrZn=VT%IdFb9e@HPuTd>8e(j}k^&&4Kb zEC~K!lzfcm^|g?I>0vKcFuZ#7gXHd zmJ2Ex-yLXV&U<}rtylzTU60;kk%+3;<%iq(`?Dha&i1aF@OjPVbDJ!cx5jgA7dZsF zy78LluUD(r@7kDrTrK+j^7(a}^b%Otb1gEAO3YA0*xeYs9TsbuKhT@9HM;s&=88>Z*g8RkykJ`TyT$v&#Ky zU)K7#y;bj)PLJDE+#N2jzvn|!scHG^Yr2sY>*ZZQ6%+_RFlSkAC^OINRHB(^keqGR z6)S1bVDy0vb1jRXZSgyvd3jl6z#=`PQm?k#pk;(Q5+baPv$(fpU0o&iYvpW{wSP~& z*mW>$T}&op|E@crVLxfM>%nUx47t<)|9xM-TX^AzPm8+sHYHSESl}qQcJYFskZ_KqK?ywX65{%UC{I6}tKvXju3_!3x)Iv90f- z&ic-bb68dzdSUhRK=yT0G=q=byDw#$bz{ScTW!1gf}{3UZDoD^D(Gq*^Q`ybTR{uH zZvR>O%H#U}c;45m^+L{eu6mbtbz9S~gG7WznGH!a$MSu%_q1756K$&stY<9TQp57PaSLt?8URjaP?wj!Mf##7=)W z=ftjq=PaMggfDbr<(A97wkFg0^1pAl^WUZH{&-CK?$YUTS&o6H_%3eg`?!35oz%A< zt8RzQU3&0%#oJq38y^^U-r2}{MqWh^s}>`-rAm@ zZ-45-ox|tt|L^&`d!|LqWF8O6nNX^Xi(F|JR@xW~T z?vEcH9u_S1Z+rbjCv;WFiQ9V@ChiURkg{Id=ivkE_j{5Lw}UEfvneaYe}N`z-}PC) zyp`t$f&|%{otNQpM+IXA`$C zPwcw<+9UVgo}I0cuMBFR%}jq&#;d)?GPD#_&c&D&GaYeDy{5h?y1FV< z@%{I_^${DBcHO>IaQ0QvHGbg``+EX+m_X9SSNo#UAbX`|b9%r^^nwA6)t@eQo&qd9Uy7{q0#fZ<+7xU8nVSp8>T& zo(21Mm-m>i$y7PMqwepocPW=Xta$mc?R9AT%I*8D(iT-}ie6CqoOv(4bh6fke;<#_ z2j5-4Av)ys%Rq%yQhagxH=fV0&zt`0p5Obw*A4ba?Yq8O`8_+^qI%_ne6m&|J0Qm% zGcYtnxEDw*UifmE@9Z~KZ*Og7-md*-!u|UHcYn6FXwL`CEQ=3W7jtv(zhAHOetvqI_wUcoymxnY zt}A?eOnuK?HQ!k~qPAx3T)*$vDcj#~HYdt2PhP`!Lx10oL$bD2CU-48o14{nvsWkP zKR-KLoa0PW?dP-R+s;lljN8q0Y5DxRTWzne2CU-Rp||IQ)9mwKQ<7KQ>v?@)VKe9w z);o(_yJNb=bl?2FxiPstdQ(d0)oJ$*|M~fuU2c7!|KA3MDc*WJkK8M7T{7$Swbu@R zzunGXYy9P$^?M#`_Kk0DZ$Hl~ZFc7B%3$@->8snGhAOPj3(MVI@$pgEdR8uxg0<1x z%j!1g-rkmCKZW5>19Be=C3#x;C7(I1zdxtAzN>8&@4uw~dp@7r{4jT^|9rc5H#R1} zJU4Mx=*r(lx|N@w@miL=IQhcr@A>+F!e(=_uCAKO8YyK|abbaDW}f~J3GFji?kv7n zE%9nE=v>7+Cl@jJI>F{duef%J#%O&Bn<3vT zXIpin;PS7=#zPUhyVl7^m%P1YdbTva`mO2q`u}y`A2jo~?fKuSK5v73){5k+hlg6% zc}>;&rrdU@mD_!5Kd2}L;gnF8<%XZKIam{TrOitCZ9X*IU6zpg;6UR_xz&A!XA@T} zw7crMGS7Iu@`n=>mBp5Pd3)R3;7eNAQbk8mslUJP|MxR1S-0y^T+K(<*FUCAzL@*! z;>Weo+tVb_ZOJ{CeDP{|WSW_LJQ=VpC$jwO)$r)$FE1_iep`7}vty0>`?Ip;cOI(w&B>5G zFU3^;;laUocZ$#Ze!cPP>gwI^_y4~)tzg~GXHwk%MGs|NEWKJ*RT6jM!-1t2nI(V#6P-To~KDTdVl_xwlo{ z-eev=siolSdAPXl$HR89Gn#)cFH)=(t;$$;ddseW&9m0;|94C5;=k8l-`(45UGN`t zlz32c@cP$ZR;^y=_1SQ5)z?jVml&DZc7(^*UY*v&%DwB&&CRzBzcs!3_4T!Sw7=}Z zR~JABoZV^R6xPwWEHf?2J$a3`PVfiWb+=8U=319;o8Y}}_dBcbH4z&pZ;Ayu7mV!} zJvQkM-2Ql)Zgftd`XZ*oUQ@LqzdyRL(D`l~uk@P7Mj;umGH-2J`TOVd`D>fkWL;f# z?cy>9P|x>T;LY{%_S>_rYE7TIGP>x^jg9MSe}6MmS#c=7v^Xo{(d+g5@6~>}=nm@H zs{gGNEqk?7nKMFMKQ3o()2n+|?<}eR|9AUY)|HRf8-yOr@S2q#lvvix#+y^;u@=;M zf35LtSEv89w6n8r3LHFS0J++Nf#E^?uXFqB|NqOov!ih4UTp^-Z;wy69y9#tYRd-Q z{=4>a$>U?aVhiTybar-L)0MV~F$`LK+kD%Lc5NY>b`ycuE3$uxZUxl~;E@l=xW-1$ z`xmob?QZ23k1{@Me!u2%)|C|#Z|%Tm_^!ggxpC&9>TXuF_^;=VJUv@s37hU4|?{<~EOj<0f^!atv;utj*l^ur3 z$3B!D;do}jT9a{Vil*6|!afEGYoHPc;?k#T=b-pfl%zr~i{ z+>{!7yieA@DmMFe6(8%ID2Ars1MXks`Oj|Mm3!Ol_wRYt?+TxuntJ-pUC@y?3=9kn zA$#5%KDJHaGf$n;*WdQ=?0ozE+5rn3R{iD{)p}C(Ghe7m7kw&=r#IvZoB_{yTH~t`uqQE z(*0q7#dMKl0oMEW%X}DHo?5hV=m%4sb^9E?fKh-rn8T z&*v1!+}l%``{SPWx*dl=WxK3hjm6Dm(<`|juH;GWHK^dcdUe&pBGc(vGmTPX-rd<5 z`|wa}uE*`|_v@@LoSb=SmTC5#*z&unzo)4C%SmTNoL`;TV!D6Tvf14&R(aN?uTri* zKR0)FR{ircGbg|K$j&EI0P23Mj@!G7H-63YwLwd}q)jp=+}>TDzv=k8=;+jE6o}QU`SyVsn4ru({tmO0c`1-jI|1!dkac5v)Fibzx z!fBQ|`;d8Hz>0vPhlg6X^~l@b^PO*ZS5znB!n^PlRli;?2aQOz%M|K9wOPgWrRw`T zSq_h_vaA!h1h;0?UFZ~62Ng-|*M9!{{r+xfc$?2AyRMpMT{-dh!(sk!+nGGxUOzQeJNIJU zxp}s?55-)pt@>O2?M)#&zZ{Qs|C$$DSbJMHZvGx7^5IqO-JQkD zORwq0@4NH%#>T@}*F+kxsy+DM{WyH|(t#(?pz8J7?QFYLMIUKC2rjTnKE@NivnciZ z)$sV8aeJ#+uYu0h0G)U-Jtyz#1J~k}RU&Nn>i_>0JC$kMTF7Pa{r&y-c0V34zuq>- zrg9VLTB=EJuQ&7CW&FOlB{O(?)z>U;RZ+jJndbTPUSC?;-8yUHg?+Dfy2{Sf{2so& z64Ybh_7&Zxm2;&o%l^vLs9hzQ+Y=A7z2>tmdeUJVw>?uj_tut;`@h}_&bvQZH`?s_ zuF`Dt(pMqdtH0+}>)zVdbRIN@xNP(8@As;8KlDubwz%^1GqG85<#$WJMU}4k_V#u< zT9v-qVScaT zaN7ghnIdXhI@kVbe8|1FW@hW$MGtdK*KBwfy)9>E>%NOY9xFF|`t^GKc7>aZKSUg6 z(B`>jC}CSwa^$v*aavFGmW+wJpUuj?Get8vry{ZRSy!9uH9OELm)B(1B+vZxW7Xw| z#Es%ktE0cZ*?fN6!YcX7Clgo1EB~`^g08h^U}%u|_+C1+K zsLkR0Ew1FEYa`!<`a_S7cE1fOUfs6(HE1M#SHX0h$Vm&I2e_}avKQTxRT0bEzq;>! z!o;?jQRk(Nb~?B7CHD7TKPmm^pJ~R01G~CRWj0!6TbI4bXe_+A$kq7Et_e~HH5-Hv zwQK(H{rKppakY5EWn}Tsr;Es?gOr z9yitJRU85}X`*(NpVr-eW6q+7RyxLBhi{&mnLbZ)+q%^uE0eBo&%G`7^_%JS6>au> z^W?)0D`fvjsL{`{j|qM!qJ(+;cGe>$nYts-`-l-G{z z>+9AzwQ>dScl%S%a}_e_&A`AQpxh^KpEv#0A|Ed=ukx4o_t&>=Tc6mVd~@F}Ia|<} zW$7Bf`F3}o-45CQGQR%r(`9~hvu+2cXDwk&-ohtq^`$?j{6GVv*sQF&%jNefkAsSk zxXDhh&(1dA-6^bo>v4(BBFlZBPV4VqQeAU>ZS?e<+OsQnmA#Fc9UmsUx0PGG%>M6} z$*tG80=D*_umB~ypqc{Ce;=5BFk+dUu`-*Y5qLl&c{-a%@-o^Ey*W-S?ur-sqw`YZOJKxqy_p6ywIj^s+4b1gF z{HiK;yQJ+gsYRf|dV61R>78@4&Cj=K*%dwMD4kmsyQ4!66uUw%*Jm_DEPQBaWR$`_ zVJgZ@6to$Yd{{I*MsUXOqNk^(2CkL1nV+`fec9f(^}pY4zZP4$NF+?_$?LnjxBs;* ze|Klack{LH7wYePBD8ysak}4)UH{%}K0nFUY}VWSJ3B7wtqxx=_vzow&FQ-{GWsrM zU0rpv^z81cMPH;|U0Io|nDy??&b89lW`7sGs0>?%&cM(iDAo7%(`o(fuR#+T$NOZt ze@C3%E2(2>XjoAD{oP%~>zNl8G-}80+QM7=`-F1;lAZboZ-=Kpzqr`_uw9t!@}dt9 z4w`J2%&I^9b~R|sThDZT)`|}yhi_!Pc<|u3+veK$hO5KZ`<325Z~yB7kPQ+>IX4WrPl<4tWnMb6 z%X#lQPu}ahGA=4z-<}^IzOUwI%Imphw=&m-tPCov{qo|X;`X&~_kB90T~>Q#Mc}(> z(RrTNZmtRdb%@Q{S3ZmU`sVKL>!E8RF7nD)T#$S3+rHGG6x4QPU!Eax-vd0x{PS_Y zeUyQe*WF#Ev5Vb$-&Eb+mU|bpTfKvwe}5~>SrxW+mX^iWZR;QZcs{?rjd#-C z2~nT7XGP!IckSZms>T8ntMYemvaYO1yu0w$|BcDVZMVV8b*5G2rzZ#A_S^kh zk$rd9R@w6pHiY-Tzp`@j@89qD$L_278T0nm*2VYK|IBYuId+p}g5$5Hz5kd$-p=1& z$a8tZ#KO-LD@~p|eTd;}kPkqf(FCU>tE;85r!T9{?Rx*`)HL1K*Vf0s|Mm6t^IzZJ z&wurAW$^M_b7uek_IC6B&reP!FPv#5(!4t$_?W}3dzby~bFY7Xe*V3m{oj(^_g07N zN850{6Y10H5Y3HtKA818&R}KjmwobK6T){CJWO%EB&HK_A@94~`iFVxXJ@5ucV88^ zx5})2c}87e{@w5Q>+KEJY{&{%eD>+->9_f{w)cD8<5uXla*1wAxK%y( zmBrP^`MckmJ!kLy|N2{~M*S-I(g+3yf#g|cxmnIfS8WctJB3S2)Ic*PM0_#RrO?%3 zOQYVORG(kc%*IY26$t=~4+OokQCUM{P+Ww}{Tu_su zEJrkCnoi`UyT#{i^G;4uefMVb`My_QS>A8%Yj5%^efX+Eb57`w$faJQ<)B&Ak34*i zrr~RL_0BfUPP@C8>x5{|>l+#|q02YMJ6%5GbX>E6XYpebqmntt#Oe%r>~Xa6U*DKI zgHv|7rQc0sMg{?9At50nTs0J^GbqSw<;OVZ!g^biDTi-u&9>~yTmW0r#L)1<0MQ&| zU`T1onfY-E14Byat3?E6-x&Nj7={0&y}q_~8$+E_EYhgYL&W5B2OG*%`E=!X{R|Dl zlO{}f&?TyUERY3KlrS(D_V&TsB@7IO{fJf=gTo!95|KgR`;5mT3=JZmzcJN0g*!-(5VHc*w} zbbw|5&0VFdbsOemX7feslCQ4{T^;lP-`~4C3LhI)hi{U3C3W$H;MK*j87PJcsWSF; zcS_&fxTqVm<3j4`X=g*%#oWBQB2amAId_LAbWgXYX19qrz&7rSc* zXzsisa9d8~^a&FlJUcV<@g}CX-P1~6UrWvS8(;VH=+@lZ*X9-;lhmvJ_GX(d>thR3 zkk>$_F)%O~S!Q&X1PKB=5t6gNpOBL4E5b>%~%R zt;^q)l)k!B`1pALcEvVsalJQQQ#2lOiE2%`xm(O!VwE`5T!uMC(z{FhZ!WHT)^Xkc z);5uz)=jy$&7|AR>;L^(=g`Qs@?H3hYm43ar_Y%2!mU>-b-QWaog1Jbpm!^m&nwc6 z-c};272+W}=arqJ&DpAZ)$eV$r=AuIUm2wOdVy}_rj)ezL3b1pmEsAN+2;9t)+}#- zeSIA}->!BMmt}n2&(vsvYS4_-bn`m}%nLKsKpGS}+AJCWv|(wt@!EGS-DOwspdq&H zmBF!<2W6HsJbGqt<)G3fu8(6;$m<)M%icy^-&j0rsG+DS3pzn|NJb|vsSFTw$yw2EUfB$~JUlIR&P2}d7!)?5|5lMU9&N72)CzIZhIf7iTJi+ee`y{SJwqj?#t?nx>#`P;QQWm(E5lk zFD{z#eE#`-{(CMlos8q(o4EA~_-(&T;C(+wZ0|ZyH>m3CtDTqq?eE@`-)sJ=K-N5O zj&;!!j}xU|_FY{Sdb+Rq+C_m2cXyRqzdWv}jVMJJ6ps1KFgUn1|Ngxu-N1%rkWRM7 zkJ)y$yIQjs9SBUk`R(m(=W}akZ8{y882SF*US`IX+cuZKk25cS7ZYvw>xHs;;Ukyn zw$m(il;d?78ywe=dr>oqlijr>CcvM}7Z( zzaDh#UTlIz!ruI`a3Cht4jtaNqw`fUOM2j@+z{QPXEUhJ-j<4H^Ee!WzG{UIcG)#)I|d+TC% z-?_FnI`;ay*x38~YA?UtbjBlATjkp8>xNehufD#X{qteF{F|+y6+d_De!orJows;t z@|y1pd}o_|+kUV6!S`dJ`QPtHg#C9M?H0eiVc)&FO#7>XyAltxanB6Cl)U9Wm+#km znjzPJFA<1+|FVgd`;Kh+oy5d7?su1;oo&ATLP+E4Ece@i*H<@%?XA1&vN~+-opW=o z=f+nz2;8k;=Ouz<+@9|N?)_R3w}}g`K#WXW2O61m53CMbJF7If>R{Z(MXq-{1eMoxf4b~%?^`U*#TI(| zV$J>K3v;%z1V3Nd_p)8S?geP!6Srde`FU@pOfnw$iRwr2E=vyDoaX!e{{Mg1nLf`n zPQO)fQp)f8=VQ|OJD#4N9xcAwD#)~_sNn32y;p>M4zuY;Z8;HJeAYDY)D+E=R^6s0 zo7=L(KCFtm{Cn-froRn{%CbRX;liY=i515r(^+=;1z*}Tb=K<;#T8APGBkKX6e1V9 z^`Q$O5VHUdgYd-g$)-rjs zj_FFk@1;MzT|ZA^YhRXG`Fid4H$kzd4=&8yQ1tlwA0~ACLQaa^q#YxY7@QY)ilTZSMiU&xu+E*>`qqJbQHI!$kdEFO*(i>zVfK z;+236lfoKSJA~fdu0DHLNIS1|+UFx$Ypw}w)og!eE6G^6rSA7zbLm^<*VaUq#ma8g zbZ_Iir(gO;FLKk7b)eA>LEGaO7rQebwkm&dLGjJ+@*f`_@?4Dwb1UG2)lLG+djfnG zUWIniUz|Dd&9r^lw2W>4FL~?l3|$>|bHd(P-ND_@xUX*5zWq*7H?OJmx@tpJUgp=F z;sUFGfBtgW-`|Y?#mNO1K!uFoHvU=fug;zy`ng$a!xbS;S#e#>%!-(^>e8B}WoFse zbPCRhW~{n=MOrH|apyBd-h2A2cj7jHwsE#j{xG5RFZt4Ca{m7M z`tJAp{o7v$FZ0=WF8FQrsl=Ma3qM$eJg`VVH>YF!!UZLlm-*_||NHZ9vcKKN#IE9J zXJ)>u6V(h-DbV?HODS+m#zlwp5B8zyk)ohxq^8}COvXPgSn6|GX^|O~pS{+_>@-?c z+WdSK&-JMtc6L`umo3qL7x!6gFO|9ha7RM=yV-+;21K**=#1_`|!~xDAiK zzIElpripEPK&9qu(01Ar*Cn&=1@yPw{OS~b)_>L|Zv8z1MYiuHGCA%9e6H@3Hb3|G z&*$^+LOy@h-Q9J*ByZyH4NQdCN>+$uyFMeA6%jbADQQ3Xh)z#tc zwR4z$6r7jtMruALo!F3gIA&eU&Na;&JSVGNlYLb>LC&)1h;G!D6QE|~F0w)Jj!T;vu103| zTaWiv8i_8;IuWh^H6^}N@ttpzWVg!Wb)zb zWv{Mi8Z23_clEDT+L;*>UeBxl_j6s!$w_54ruwVR_pE&;23m}IcW(K;%)|HRWo^y6 zy6O62y@ay|U$ySy(w$%TEA#u4$^LD3*Pokf9X(;q&M;H^S4TR9nIEox<@&G)G_26Z zD?Mp#@M1UK=;e8Lcjdjgv9av#;=c5&?N-6+{`21aX?h^S(4cVd4-<}_!12`SvCr)O zd~gm2tsFfn9v{KJ%E^IOfAzU@pjlYQX13NhTA?4*x%f?=tZrL;)u`mfg#*cXyI!h& zKPH_YkpUXI+N~A3>c*W}T+d1(m;1?b3!2*G7?e8O{d%$ZTSaTlt@(F$7Dqo{u`76M z{4V=h@1kt`-R$NVBsR6~yT#7?fA#IJQl+*cw%<3Ox68hMzxusxb#M89kB|5JUo%|85c_(?HW9n+ z`S- zvf}feqVW*4_Vo6TPp9=K^Qu~xz6t@|m>IczQIq%E{=D$*OLj$w>qI0Z=9`Fo(UQ3) zaER--$UDtFb4)TPRX=ECzZ4VxT|43G$G`<^uHW8}=xkp6%;&WeuY2sa`E|cm%DS_5 zSNWALdSzPw@8|QfHO7Yz^V{b*vuZblDXd)=7yJME{(n#J)%|{Ja$PrgSx@wyijC4n zDII5%S6|;+|G%#MT4egpw6n7!C91DQrmIG~zu$V#xb*p|;E4AttztH(pU-=^7| z-(idGb8aSKZ~JCbbFn?hqY(Tk4m<{MN1l~Ia?*?$8Plu3zkA97o&05Jm~l=4emw?! z3;?2&fdL#;>Ma-dJv5Krma`Gx0yLDMqCyBqZ_DvpKB0+~yNKnX^u2m9VbIV{c*A7u zomkL_!@kn!SKHfin)AJ>dMI72b?&kh+5!7|U9p19Lg@lCsDx1Cgf`8>O)Es?n za(8!me%gDkf=i(B64g>(JX;75ZBJ5?5x%hT_VDuZ>iWGH7XAzj3hORHcFTcGb$T~e;zZ|rfTsw5tl+%;d`?Z6Y_3ZxrZui~y`~RQ2=yFEVIIYLq z!^5L^WzbTuwD)QgPJMfO`|goW;k$?V?cc21_bV%WMZiLbvu;WM{``D*OgbODH=(%l zXqPBxoC4IJvAor>bJx53`|Ec-|Fq0^_PkBk8JBFS`&(t6azbGBVbFSkn4LvCj~sCc zUmIn*`u>-5du#r+&3`rP{QVQB($39!DOdGEF?@erZTPwv%jx#@b<@rB<3P(duWw9t z2OZk7bf?|(>>q2lS*9yb`}6bp{FDFWi_XolOq4(UQ!3LF6wHqV7(1>^(F~4xeQoXC zh0g77>>XIS#Y(EbzuWrT&-$&2IcNfSZ&fLuMpD~9^##Gp{q)k$%~|I$QAtt0_}$Lu z%YG(upWtzB=PUhwzrOy&?@PZc%#)6Al%Kc#zT@%n{@pn@H|=C% z0(k_qOV{eZm|yiu^S5BbKX=P1ZoN`FHzpsSx22XBxBI>3_3iEX zt4b~75BG09Ybm{PN$%}!d4GOST$h8;q==^MY$@#cuLr3n74F|VoUq9z``Ptdo zyM1Sy?X<1_wga^C_v)I+%b>n3XiQAjqM%`M*NouRVY=HZKR=tmy-;(L(%%YK#pS!) z=2t$GG|#xOpyS%_f4|?yo}Xv?*8A-4ce_r5CdbY_^`53vI8`fjQ*rI-X}Xtr;~Uq6 zT%Tu_d#lBEy6`Ne%@y$;X4%)yfF|?pjI%FJpZY6ldBw*^-(FYT{r~-by?XTY^Y=d_ z$5#LN)4S%yt?c!s%I$kprIHz}w-&vbqJViHCr!W0!aqfCYhm{|rg3#UF<=3~r@O*lDy1!My1BXq&x8>ZN z6tW^fad-WR35qfSM|v(Uc8|V$ZFRW*=5p4KQx_MzPyYM&>Gb$0-R0juf(~KXd_1P| z=~U0-{qp{0_fJjLp1djjeBO8eStgz3EQZ0?|Ni>A`FP2T3lHV*IV)7{E_>_s>tVb6 zp?mh_@9sFveO>HnU{`;*zx3?${3ELlxAUuqt_V2zYFF@bzmxAC*YNJYX7)ViNK-RA zzgp;;2t&>Ke}6nbKRe4^!#2~lx@^_)qJ3^EFDzIE1pj{WDem*!o_9A#V^6{_*Nx9? zrVA-ux|neXTV0^t7$7yT$eS?wos`|6}92#)xGvWA%2uP};q&FN^J;W@XktBc+FXRik>6Di$U^wjI~#yRT+HJgGN1V6UDx*-1cmyywwNvhs# z>+{{NkSety3FLi~Q+@3qyBI@RBJ|9-#!zuo3?evX$rpU>N@U(F?=@gQnj zj^vKH;GkuH{MmfdCeYH^I*WBnJtiuxi`!fEjd?9-G}CvUjitewl?D6S;@`*E z={!)s;c>tHtq&%@O84x`xjtv#Eb+wi^K3!eMfm<`@ph!nIsGtPYFg%p2M0m>Y`(ef zJ@@n%>)+Y=`!el+U3$TIJ-*&H_R5K(w6n9Gw(-ekU7ug`$rH3_@j&gI%@2?760@sU z7JI?|Sk-Gv!O?E<@|&Cf-oL(F>g=PV;_)TD(&m2OBFL!k=VXOCammK#0$|3=TrYU}*x z+s)kTeL!<%HpqcjRt6t;yL4+)YPWU4gNDER6R)lcja}|H7c^jf_ubvy#?|7D!9lm@ zY@Qfu`|ro&YmUEOEbia6`MjO==5lsBXK)VshhYvVf$!g<|HgLC`iIwV`SCx`Ntt%ETYUHR_4(oh zFFIS#m10(EZ=QAK#M-jwG!7({ghL>jVcjuhD-XU^Ov!NqH zBG}W*t7vuDTCSfG`FtLKSAn+m$wV@oSoFN8b@9VC@z3X;N-c}xW_a-A;?D5T?JqxX zX`43BFu6@TYD>nf=Q(!uhy6==k64}kuJKDL&R#+QoM4zEum1Y_`t7FB)nV%r4mO<> z``d83_-^U-o4NP+nJwa#gIJa`C@uQ`LPR_4%(`rj{(wEVSBJ09`ya^k=fUm#{ad~N zCe71t5O|$+eO>N;wQJKq7^k1}`5aSsH8gzgqrJ@keim2W+>~m0=7h=b@9($k=TFm% zeRa;}vyV0Za#Jtv`THLp-_^$gs>D~WzV)~?v>2Qbh30G)^oCh(9hq|aS=9Et-0SW= z5)-p_#GOt4e9rp)jnaHMLxt7B6;q~xDs0f4733$r303q zNS|MucHMINVg2Wyo}Qk*`}_U+`|INC|9)MbvA*HSmzzI9ZL;|KzgxBA_Uvf&e#!c? z=3krq>sg@IRiB*gth}??ezrTGO!AJ|SM&3Y6}YgoOjp)s|GVmZfcJ+lI-AqaZ@Yc0 zM>4s-c%R#nA8Zm1M}B>Kn>{&WedOk2`vUH7O6|V8uk3A9`DI`8n*zSGB=%)rUndiK zH}6i5uY0+x{Jq?c`kR|l%k-}Q56OPQP%FrF#3}atZ1eM= z9ihH63>0r}NCK@S_`G}9@~^2A+UC8xyZgIly>G*__)F>OrC(mN>qs3lxs<8<1Ky}Q zJKz33XbqI_9E*!}GVd&Fer%}ySqEBCUcMD{uF1)3PiuJXLDlpR!ROg7N{X6$=l3x< zOwbHo7V&)LzJ@C?%Q`zd8};@5t>2pbmQSmF$amzF{*_ZxwZ(r#Gp?+QTq)1^;Xy;)JEYbTr8o;~cp&V@8b(jbFE5?*6;l`D|$ykV%mGqJ-7`#3XqxRBdwrq z@=iP0c%_#7yit74^7wW~l}q0)y36nU_xJa1%i?D)B`d1Fym+`N_4G5)(y6%Guc6?s z*ivut@+T)IPUsK!&HU{>UGM2yP{3`HfDFGl+?i>bJq^@$PkYa{DWl-mm0*8YkvX7k z6Yn1P+n0fw{7b#3m;L`{ns<;+*$gTN8PCTkWmP<&ou&Z*9%Ke0RI7 zb=i*U_j|9$rO&gei~+4LUmv$OXa42e>p?4x>N5Mn*MdB$Uj1g8ZuA{ze%mK{J037q z-(}?z*>Idk!r;K$+uP5lUSXH7d60E=RqAc+s4Xk9@9Zc%;;i|4M#=kocfUm*-xRRW z>0Ouhx`M-Pyxprl7vJ4gS|)R^>b36g=)*6oiXT;Zd$se)7J*g^*6PRX*dS|sw(!>4 zX!F}~2BqfN()V5m@v`MdzYq5UwX6K?|8Cj+<&yVWzAwK(L-p1C+w$&8eJahE-^L^P zNN@k2B5SdoMNf-Vy{DC2T@_jkTA!yKwx;993{cR1Y+G0bUh+}szHoWdAy#g&9p~+S zpK03V0UC;5mw34CUBCUm4f{nEU?b>atn=pA|J$h@wkG1lSJ2||h1XtPT^)O{i8VJi z_wzw^`7Ht;zFv>t{vqgLIB3OrPw)k+%u6cY&zj%gq3S(t$D^a&?YzGFyWbey_5-a} z1JxPt_y2zvSNT*Fv|joW*L?GKe7`C6bk4=s zVeI)UgO{dUw>a{r;zHK2<<=LnjRK_wl&W($rR#H+PbfAcHiD-HdjAh z__LgAnJeS6ZR-o7-tQD|sS3Jw8nhJtx3pOf$C~xeFZ@{<1r<{yZ*fW|C(LLLB|kvxI@>>Jo0;aX(?#LU$XT2N-K%zEg6Xm zS6XpDKRf$5XsJGUuh&I)`N-{0E-m#2Z5BD4=RCKE>i}rk@oSBc<;%oVGz)?|ENXrf zM3?Lrvkhx}vdnk(C7!)key)5_aBEBEw)m)$zdgq13bL=Q;Vik;79B2f?B&;t*wUs` z`TPGqn`N4vws6s|@UPqF9p}~*WzjwZy3H%rWZ#cR-3}SI7Q6Fr2laubiHd;^ZUb$A zPP~5g^S!FqYa5e)J)d8H%PxEV7pW^pe_suczxmHCN|;Oh_Lj`#`qkFK_3Ziw8B;$$ zJF9E5_ua17pw;;4iL38-@bz;LqHQR+kNL+nchs+4q1_~9W={x^KJ66o{hJ+-UFRg z@X8W&?aHmcQJ^cJQ@&qa9ezIV{7mEYOSiUW2d}-oA@T5mU7!;=SN%TTC!76!s%Eg- z)!KX8goT8HY}e~VY&h`la&n37ow~n29``Hu#RLWIE_?gNkeQ8#qw@c`xz>}trfQ}3 zNA4&{3|azOGW*&j|DMg&+ID_tNk+hl$8$GrYqI_IV)4l= z)1}Vse5`$Ee|&t*yuJMOwX=EE|9(DKu2>4n+(FRuzyzj)8n~b(A+A?TL4zK*Qg3g| z&GkDw<%;Tyv)r#rvzIN=b2*zk>(bTmcv*=_rXkZ)n%Q{Y6#f16^;)Hb7wBADACg z`Nh9YV%9%X;$7-BRZB7d`!n6p2g`q&9=`jY_o>t?LoUC=7i+l$4!@o5bS$7G$HZhU z(;=^^TCI2YwVf2re|P=M3klD6cXsBkxF7K9%1Yr+WxTOEQf+2;=B!<`uyygx`nJtUB0kabNhPBKz3fKCvBi50e7|btc~4W=2E-| z)Chpp(1xWtW$*9Z<(0F!@%8=v`_I<;czAeh_P+EwjCZ-uOrx@$xwp4X_}qj$xi#aoAOhda!>_YJg}DyMeuwX3VcqbqK$2vi1*_`Wu( zd$n?T3}`RFn#j$5hXO&#@=qtEX(Vv{N@nGG+wV6@TfGk+3|(>j)cgJa<-QrtYBu?? zarq@snYLH|)?cl_MJ=&;cXxeV!gdUFtz*LOS82V^zE=F6a_#pAf6b^Z844-?)aTu= z&Q;&^mrGO&ykxNU-_PfH*Vo17-P)3Qt#sAHDYv)h%YUl?mBSzVpw@qvtNGwKo4x30 zmni5cp2Ys+s?%eVrfcs0({y&8t@X`h|D~0mpDnG9-|{Ub$=dp>)$z9 z^zo?p?WKoq-Uw{%dY)dnSE`I<-@n2bW-O6ZQoSCQrh$VUiIa-R=GDfEsX^o zPXe0s_AULte16@lX?n4<-fUbxiRo@DxA?MMvD?qiwKjMDz0_f+Yqwb0-;3_@zQyOx zF|+fz+?l$n@3K|ts~ca%<7*7B{&nw{D|K$?Ql#oxRoNH;$LQxp7g?y-z0d@T0cH1tsU_*#_qCcW&n^`+2AMe58Axg_YYYrLPsm z>)RG7R@;I$f&I1sHQ(kz&yspD=k?v)+qFYhOaQe8f4|*+-$`!rw%pshxb=1%XxatZ zimDs2;Xq#ag?@_QN_Y0Ty9lx)#U3$w95F;pgx7`}yyz`*nHW*%^k)H~(qed3$ALaKgH%eDGmlD$|vZ-Up?9h9j!1 z&7e)heU}SFu4sP9y0D-Tw52!p?X9h`jZCaME+N~OX6T(XOg^^b%!eP3`*#Z}yG1z6 z(vP>>efG6L=nBiKFE4m>#tIsE4{nQ-^X!l*>ZAn3g&N5JlwYJ zJXfq}3!l8*okQ8IE2J)c+xz`q@!II^d^_KzPLEAHe12Q@^>b|k*Cwg^%T?dyQZcsb zU+$E~I=!m?ywz)+@I4iU)2++%cIShdrYo=iJE=Z@$FsAuqs`YddB0ts<#GJ>>ehhc zkH6i{FW2AuWzuZ>`hBH$vwlnYg`Zz~+vRp(LG@u?^BZ+9c4Y5Jk(Fj$bWkzt!?&xR zR&{?WzR&;v=Xjp|+bx&hnB~`(+gB6@8>gV&}gKO3VhNk2jmo-!j-K^(&Nd`Jv#u-!C}xM}AM9X_UI?*1HBq<~v6^g>$93?3M;D zcFTKqX6Cxk)nS?IZg0s9<`xqz(b^Ekuu@^W$3&%ToVV7;+rL)mYwMf+Y~|GtN2=tv z=iYvHZGC*cx4~KGRei~=Pq2PG*uqS!z*nW`3Tro}q!BxsF0cNl8JmmA-y1T!mhKQM$g*M&%F&1_sUo zkH}&M1}Rk#W^8}4{Q(0b1B0iFV@SoEH+R|R2w(m8|NrI<+`Bil-eb`WV{z2$P}1Vi zXzGyN-LW@j_jPWw3$I1155^sg+rgByS8I_*7po|1BexQVlI*m78z%gJT>EeTN%P$* zH&fJ4`fOVN{IOxb?o1y)wfS>qo>8A)yossN;Q#|1cn0Z4N`w3e5ou`=fiM^t7$$X% za`1$Kmi5lr>JO0$i#ujx#lKK(c!D5VKpbeFG9 z>9hNlvG{budHer+B#lxys<{~^6!F|-XKZ++HPn|M)KCgP+O0O?-w)RLEDrNS6yqP|qRo;ESyHWYOnBset&u_A1 z<>lpluuDGHvvK?C-gEy0zCPmcU=Mw{cY{xZW1=M|Y)ctG4`nwR-)TQ&Y9i z`kLQOvG;h@)YRJtF`mnNtIIcMUREp9VK}heL}XK&<2>8y zZP$GnCp}u!t!LytUC-2AwsgwQ_xpa|IL*LtK0uL`!9nWB>-GE3Y(8(7ZB_m*r;T4e zPs$`Cq5am4eYLxHe!1lRcDtw@{hyBsMqcq>X4+I1eW>{QzW)F0xvg84o#%Octk<~u z?bhj)k9*DER7x^1#4U8xm7KRm%EKV~q zD0EJ-$-2L<_R4M9i`On+NPlSa?M8AL_+0Uz{PIM+&EOZ%bh%be!h0B-p(gNpI@)v@0Pp%*5WeR$|n<-c}`Z_ zwzsvlwJf@d&-{MP=9y->vsTwGdicmB7_HtG|1O zd2``ox8mcn#J0|KOYVoeZO2atKwIF{qNbbNv^M7{p^#sw|n*2 zvR^b$!{+SXM|al!eZJ?KRM`5+&1q#BC&YB4ZkYXlU;n@Rhs46$oO90~?c9BBZ8ZD; z^4q!Fr*>NMeh;tv+x5(1wtfA+xf6DWt`1W(H@|L@d+W-V_xJDb`FzfL_ZfX*&1I%K z%bvvqnRhqvuT)t2>uYO8*VRAjRKN8# z`|7IHYwP3X%jR+ltIe3~Z+COwvRnC8>ow-(?Ru%UIq7JZ*LKru*Vh_-T%p)%qO$TA zpY8Utx3_M7U;a#)d+GPn4UEihF081^n$l{@7LX)Q+P~rTi4Obv*q_|%Z&>jID9@L?C)Z$w)EE>RoP$N z6@UNze*f$syZn~t4q4rOmba$$X? zQ++3N{?eVZgEq>x-&$K2xN*tz#m|@Kmb|=lbf4I&l>XLptm}6^ld4{~%w=Y1Fk)h0IAE+Bz3qyMO<8Bkqa&S-R;904u5)kSl7HWBL&3vCM&G6F zYAUY$wmAKM|NppWb<$=z9H5da@O|*wsI3QVzuytww)gZjUG9<>7Zx5mo_l>=?9%VI zpPik}T>JZ5?~b?2d}p)O{rPzO!9Q7>ih@Jm^KHKTIJa$@PNdL{^82;QcGsNwZByQF zuK4)qz`x(`Fxhh^gBlB=oXt#CzKmsU0of1W822$<7`@|Z?-*J zXB1cUa_IxJdlip+SG-;qx7R9Qu^aF1cbUuQZae+<_4W1rzvK$z?r*zj%$myjar=6k@UOb=Z7~%OTN`Dq%UbTX$=REj> zZuk2~b@LYHo;i1pZ+Gn5-`4N2 zTdsWL6VoKr--=hAkG-^Xf5-7AR_>&%>j&B8Wg<2v zxgL3I@qCum_L)|tSql;mw+U`9y&4*>T5D}o{_c*$?QOY>?bh!qea&X~@5kd6w-!(H}l&`Xz1u{+5Y-t+POKBFD@GNyTt_N@O z5|7z3Z{Fke`~OLO`?x6f1lL}M=Xk zcm96g|DX3>-OHuZr*&G!vUGi2wDi`L$&-a^&V|QSraqYLZ^v2l|L=D*v#s;z{FSPD zsB`7K{ePJnS!t6DfgNA3Md$whVpae5>-EO)xXPn;&!3&0T|H|;kkHbyx3|iqkIPl( zTq*q;S0eX*@ArG!#k2KZe0_CQyQ2DdpDZ(|5%s(1(h|>aPSc7TJ%76vzG!cm@>%NJ z`}_6=d3P*+|MHn(pjdFhk)8GW&Y#a_zy0mH|NHCf=hd{g&J)UBXjt&L*Ssy)Tj|%1 zh^4#!_ifh?dgS*u*t#Sz=;K0*i>^88bA$bDP2ZGli7zqyvu5+TP5ZUmt{i_|YnpXM zquTM_&116VcLE=>rakxO`L*Z}sCg9Mtr@)R#^cs|;#KQz^=$?v%l)VKMeHuijrr~L ze)5HuhDUF%hR1KMJ>4!}m+^h-uY>Dicf0i_R=(MIyy^9ujmPC0+2tw}J{)A1XGxCu zeQ{^3`0S}SIF^1d$oOCQ{cic~>n^`T#Fu^DHK+VuW#g}}ufwermmV+pRjT@$ zXGiw_s#4cmw0FDqE%A-t1kLZ31TQFje9Y|Mmp^kpv+Om0x9jz~19`jOitX9o=YP_} z!*b)&rJ%~$+G^R9e%<5W-rjy|cO~1R=!wT}|F2aqOoQIcsd&_Ruy#!ZsJVROcxce2 zoA=Mz)qgsv{ymnxz0cRYE#m;&~<(1z6*>0xxCk}4Lo&o+PT)rJ7rZbmc~EdyH3CA#hquj z^Y?E(@9U|iy0~QbIpg#*GX%@5|Nl5{-_&1vfRUX=uKrKq?^~;Ne_iUCG~wLa^m&zO zF~8*)0=7<^z{GH1Ip<2#>}xEquC7kczr6jYa_#RAcgyed#?83UekMa)L~GG+Yx#iE zhgLFMoyC*4%$ubA`r2CVd)rb^PfPgppheiP<5$G$u(ezvZW)W5#RbfBZ*4hkwM#+x zm+rFy&Xq22??<%kV>8XZ#^W>FO!v)Wi`Nx^uf1SMi=wkDJ5Ya$Kg^XXf(|JH@5>LDt({cYRRWE7^J}-=ZM)~b>R!hY&s8Q_S5CZZ4%qeJ`4(64TZdG2OAg-MnXs~Z-c$Vv z)e|RNTGUchS=Db{o9gJ;xc5NV#j0Hr;dT2}7WH>e75`hVlfW@C-3xq>&?5Ly?*bZJm)V*6;xa1)=IwJyOgDHi3IQ3H&?`GF)(zna%wU#)XbW2 zX}i)~?nMvn=CrT&3Tkyv)z5gwddm88=Gne!tzm!qYQ- zg?sFsYXY+-uF%qnx@35jQ!}=qyQDEHH234WaJ!!~I_&hqR=(SxEV|1!bdjr3^|v<( zOWRkS&~lEqDws5HRYmtT_ZNpMGoGes2?d?|?cyBn=KXJ#kx~?o_1|v2e{NoGQ~ft& z|2P@ox72Zo-Cf;KA*=I_Qv)Zi@X`$BTp5w^A~s!m)ryZ+ilW-fHyPfkb`Q1mTjbF% z`qHUhC2sESCDHX0Jy!8udc4YM_o8C+P#3pHDoRrWe6E#E$tl|=xbl}}OzQJLKR+M- z=IJg|=yE0ZMZ}vBajlgc3=TT0rp^uIVqo}jw1rdn4X9~&%kPuySy0EKUN3Uf5uLa_ zJA(R`ckVHD+{PniqVa0i@3-6M&)pEa@7Jr<5B`6(_noCPtEBStv$JXw%ii2bwEO!d z_&2D!Oj5V&cM)FnJM+Jl31hj+ECZ`~U&VAH9<0)xbs}zZaQougMV(uOKUz%v`ti8@ z^qDcXla~3;p0%&`x7(gr;T7GFqJ>YWpZ@=Q)AYGDdpCi4FY5Bsr^nY>zOh>P-~RcW z;!}6F<=iy-d|H41jr;x9?<_9wD16+}U;1+Cbhi5cFBbRrT=%p2=rVcoWZ`ey`edz- z?T!1n!`DS#Tzmbm=@p=&STO%Ks8KAh{i?Y9-5tr&=;-ZvTXW~zR&SeWS-dRv->=u} zAK3l*cwBz*z4-pCyGpYsYdyWM&MRfI;>*S(FM~y<-@JL#aPPJIb-&lz&YSvvaoyjq z;nmTLTKDZgZ~y;K$LrGf_iSGkn$9%Ky_F)S87YxytJJldfB#At5P! zw%=}aY%hO#>FB?h&1t=n+w)?Bwmm-5-uL(1YkAKXZxJOkqEZgK;evkIEf=a{u4A?Hwn1^+Q&No!$2RUiEv^%gcO?KR-WjUj1%o`i+(; zlhm^6m(-ShILPi^t8+JAd|y|0_u2FI|8w?CJMrCZ2RL52^?y&VD0zEp>!I7r{pMzw z<=x5neeYA@3hssc_J20~JYWAWSzo7JE#g%4)~wJg$GLn}mN~uny<}0c=a$=39U?a- zwf_D4Zuk3b-a1#r*T(I&nz19`&|lEll&Y%gx1`-dZ~p%Jy191BzJ>*Lih}3EYpZ@< zH@x%t>g$3a#oh?F3IWo7FT+1<($XCFFtAo z-Y)Db_L_2R@*5u8bDC~*ue-;`aQ^+|wdOVhgMt*eaXVq(*NCX7sFlCNwrQQ*x#HQk zk8+hy1gjmL#AU6_kvpb1$#5z zPt3R)*r(<@>qbk+i@$p&K_V?gK3otKX(3nI+m7`=Qr>btj49Z2a>3thi;H@nyzcHQ z_0>9BtaGtiWzwl*AwRG0NSd_Wyp&*#99QkY}oS%83aH_VM$C9Ou`5o7p*CsB=}EoPAx* z(%Wm2Cwyj|SMm7X>3yogzqw_9|N8!3zBtw2^=;SJIja_Z)-u2Cd8BaNrrRCgZMhg$ z?Ar7H2rmOency$R;KQkRicaeqzF&H(?zQ-_gf0(BCb}zh@cQWfJOsy<8qE6r{iROVEd=D>KvQ zy-d`;?7!&O4xg9tTDRL*z4|gG*l(lw^r;7~Zh!vOwYm1&&EtHv%emj4+Xm|3|F-K6 z`>Awwb+~z)=ar35W@WGIv|1Bc`SkZpZoM4`_6CC(eZDoZ$4;+pH{!pFyMx?VlD zN=-{c!{cYMuZn8emwN$5UgGz+zBgf+J4wRJ%)`}Zq*_KGS{2kZVWfdvnb@maswFk`!96=US# zi7t!(J`1_=Bk{jd-MI}Wzpkxa^=?t9=h08SajIe^i6>{4dmhdOb&O2?Z9ca6{>zZG zso3!I$z*?<`kf(vmwd~R(B4~a;@+(H#?skj>{C1Azrx%O+XLalEvv_1S$8z@{wRzt? zx7>D4_FBL5_VuVjNh_CW-#%Br-$|$js2NdR**WNxfmZCau?OMl;wLn@Q(F1%verMGJDr&HPo{~tI0 z-?%07vRcI21q)9vx@f~K6{mjlxA;lnDnXT!fAb6W{r~rS$M*Z1QoV~Wx{A*P4Y8fG zRGX~k+f}`8QpyFJpmW;~%(Yw`a`fpI-8%)fex*~LivwI2SK7?sylCq0YvZJCvMAPN zj&XY5$L^GGg>m2SPhGg9|5)Yusq^#IOa7^zm6Xukx9IHp$4~ch)Xonn(djJP{jJ-$ z-rFe2>u|3Y<5I2U<%_iLJx+V^`D$xvsFr*1#eW6&ev7K|FWURv`T3TvDLq|F@B6E& zUYKK96f##Nw{L#N+c4Lu%9kcIO{}PVH!1J0tLqe%;&XzFw|aMm@BM$NwRleO9#HFG z>a8}dEpz{w%{=bK;BeIyltSlUy2G_7(Qi(EVVE0e&Y-+j*<9#s;KPsw8FDK;PReZW zv-x!5!TXPKKd!U>Qtq=*sxWlB&(ynQQT_z=tp7@tzrMT_{`0q0Jg#HMJUyXRmsV~n zndr|M+%7K^H0$`$%742U*1pn6-(knAT5`!#-F46W;*XJszq+iJDc<*1-(9ve5 z5qkTqPMX+zgvvj6{U0lte5|LlYGau5vCg(mZdoPm6293Pp$5O0oRn0H;$PH0in($9 zx5_P_Ybub)^u;5<-RKW`nqrBv0M7f*G;?d_}%C8_VR_cp~+z-g10N* zyI0@Wez!PumX+a_(%08kcusXWK0$ipvAz3b1a&JHKTMvR0vbsZ`EF1EX`Tj7jJUm& zYhT3keV>@s?OdEw!nZlSy5P*eb$@n8KxjG>!vqhNB@7H7G|#SI(jD;W`~LrX4{^ut zQV@7I`?BwBGv0r4Z=ILQc^`gZc|Ygch183Bzg{x^d~tE{X`aiQ5)Lw1+jyHS>}cKc7y&^^ZMru}1cx-kI7j7v0M;4urgkSLxR~V0HgnsL`{(-|zER2fjSSt=}WH zde&#OhpqKdvT){pmGtxV`u%yJL8Aw(%QK2k z#8f_=daygEs=pt_Q4*}36aV}D zsS7ok5A`y%Js14!nZy0mZ@zTY*2f)J&SzDG@wU$N=)5O>?(?M!u~Ke2F+8t-YW6Lb zG|P$juy=u1cjV?Y*Vy>0Vo!e??cKjPRwP_?@#H5L>H>nS|;J5E@)jPNI_3l`g6mPF-8HO7g!#5oLj6Dxk=?!naP|Llc%sSEKoY5$jZ>*pUG1f zyW(PNQZMWJQwqGoi}~B6_*}*Jg|Card_MEyQQcaBD+clBTKU>P9}F@1avn7MrJrGW zxbVfJoochn>>6G@YSWwaf@!9n#Y?BVj_k52`bS>OzUgK4a^sh^fuWPm%r-yo$DmvP z=VSX{gFV;ds&AIbRXk`cJI5IN
}Y2x{nr!H*2+s-2?^u6xllT+&RYc|bob_xxO z-Bn_EJ-&XgY>|(+*w@_hSeENgZe*?h7HITcf0DQO$|-*Wf?U`4J`20(A3Gs9$Wc7} zYj4TX6~z;`{<#phOJVVKKWFEaUdv*4mzCY)JKDbLjmTuFM;9fz^l!z4u3Ykb<+c@b zy^Jiy9p<`(s(3kRZYyo{5HH!9Kc(Yl{{Fu?YhK$f;tsgA{FmBpy{Mzso_qE=uI+xW zzwgH)-@LD{ub+=8JStiiVW?VgukLqlbmXGr-!8jqZLgg(|M&ZfmGxnJvg=p)U;P|z z^mO0vcieoNm;RqFALLuV`jAKMuMZCozx{Wq>eqa|s8^4+&)eO{EOkvcNM1%?b@|ke zi_-+RNgSG&Ar=C2^tWmoz&H?AHyXH?mbK&u7U8zI< zAD8@H_q{c4vi|-*mwq%(60eGN@0ChTJ2xkj&+bP;@!itvHzh)nqHDY6?biDsUvxt8 z+aDF7qut-m9%|)2Yy169^8OQx|1S6}F;{=(tMKis`-7UYk8}vmn-A(c2MWG*4_*Dz zc4hL6qzF#Cx6W_FYb#%UJTAZeef(Ej`#&F=J;l9bUVRPPzc_jSx#^<2S8-ka9s9RS zOR=R`~YDZU`TUf#qbY``GQ2avuzZxHZo-sau*0mBwW`kL@B6u|cdN(x)2!k#0u}FeK5wemkKU&9=JSdSNrME3gvZBv8&4H&TfD=2 z%BS~7)qH2MczJtk@45f$>ud1r%CDNwpFcATtNE<>@YAL0Z`j%>(TwZsVvoEne|N`n zL(9+wJ!oWi%h^2dH)zuAvR%xk z6wd|O*Vl>edp0pi@9J~Cmp9@=o}9P;-}7tEm1l*IkFkDtUXom`vr+lg;zeKYcHZiH z@qgoy>C^sxyRH8y+4jQ$=EggB?r?2i`0v5j>+$`!@)#IoKuZ-G&aZsraaj1}?X$;a zihI^NtccvaEcT1;Q90YH8~KK>Ztr;5cK5>es;|EOwTHv*f6~#>>9Mlhv#)VozWQtF z)2k{jn3sL^ji}|0y>AyjwN*>mL zxNbiG>)MC6^LC%Dn{0GX@sQKiRiUTt)VDg`UvSO*nH~W%Co#rdcV;KF)t%MDIL$^ytB_b07A|{F=5i$@Q>Drc>qKW4GFp zVh^ip&I|QiqWIB7argWe(k~ZYxfZc%=9jp?9}e^9PCehLK2M_N+%5B}{1sM-|Ni{k zc4*OMUx{zA|GMMWaj87-_maHDPtEgwS?vFQ|6_n^!>Y2polnJnzb!wy zZ{B{b=n&H%ACJr5t~0&#Ip}D^s*hjhg|PPhs@VIj{7zx}-R-MBd2Rts&GRi@k;NAJ z@@VwU@Oh7duljd|Z;ci0j56V${cYze{pf8ul9#vnS-&-j{#f*W@Aq3;OrZ@gY?pVj z9G&oM_3ixqcmMqPeEwORbe=|WJg?-cRg$@n8<_bvY+P8o>blGCz~7NmHDA5fiWYnx z68_S1Wzw?9&1u_ef318q%X6~Y%~NY5Rs@BH+FJF!E)9qly`4U`R zq3U5{&%Uk z=JQ$ew{sd+{V4v$c683Kw7vJNmVZ3F)7$EsxM<*;*Or>^uD*Z0ch&d(=Tt+dt|>kV z8f96c9C}`BUkKx}@3YR8ez`N}b75%Fs#}3q&s5EuxMEUJXznZiulKH0hupr9y>>>x zo0aD;|720-U|>j^x^zv*nQUeT1_rw&-HlRJe&S!n^yA)?7Bj?KeZNzDmRo;MLjCh( z1%_YT3=9*pLOd857!=m#-r91~XNJMSf9vwWdKno0D=LB(>%`AC&yPEDdt3hfy!KC* zT|O;J{0Uw|)$l*0jv))Qe2kTiPbTBJ&4n1gS?=!p^Y84qc+UFcm&^XMXBwy9`U+Y@ z^4u7#h2ftwsJYFsZ`sZ~6T{upJWLvYXRqHo?NS*dNWS3)Xkvk(VZH75JH^lLmftr8 zb^9ZCm8^{1S+vwQ$Ta81g_5_ouFfgDl?fW+GK!3hj58MnX=QMkAbMeWC71~!6g*d{ zW*-Kzz_?+;1ST+pfq}sx2y6?4OEf1{z5H{*>Z-4=)C4$Y{P|N;rUo&9fx%;i?`*S~ zYQD2(*#G}?Sw&bh$ZmPc6tR%pBa9u&KNxETv5_j9>~C&JZ1yzMT2gavWlz-py1mzZ z8{4Pp$LH0X<=vTao$-j^i|z^6ES5D&G|68OMF_2c0|JxC7hg7Tp8Q6 ze$>5jdp2R!t+ID_GV8-uyYWeaO}~fDbj7Ka9dDN8$vQYq=wK>jv0tE%jch4#-U&(^ zVEe&K=_as+t%*n!Z?I^Z{-WDK<{&>hsd(2QMScR?j90uz1phSb0<*ZucpdjG!&iO#^p+io;i~s)m`sRdI&hv9~zol=@dNRRLrg0y~%id(E z4n=U(Adx{c+fVqty2hx&(y1Zf{(lE?@khk$qDO*u-D(a^rEi%_moYMrhr7rDk&L@3}B#+O)8le{Zb{ z)t)?cYO3AuH^z_Iv%06Xa*Kz(`uF+SS>xq%%VuR>TGF{PZtt$U(}enFzWDuq|Mv6w z7Zy0inICZ{TF{r~sPv?^Wo^4{Lv*L|S{$E3a%kyU$APfv4|>B_sf$o1K;*X#SWE5CrokXc`* zUt1IT?fJ&za=`TXH9|72(x$6R#^^B|E?OcBH^y$rqf5_H+IGA>2MPSNtM!}&3($!8&KHZib7q$ujCSUG z^-s$0!@_nsquJ*9eZMPLO$5}$=3bsW|O) zhVQoDuUocY!GU-8%ii9aDV?|DAm3++-g(y-_uFNG+P$Dvkn!?+%~qYL`uTMF*>7)e zAHL_l{Z#UCt$JhN-ee_qvy2}66*V?~dulw#QNaDbj?>(#;e?&Pt zHpWh<(v9B6^Fr6C=EsK(+xLGwCfzv8H2YTRmMiOGttZT#EBoj71ZO_ZHSzoHcKn+f z9w(V`VS(d^Z^wG2r$@fq`~9BL?fMS~*_p4d3guq6-h$)r?-pS{jw#coP1||C{C=(Y ziSy_A*Dd}gDkjGE{~Bn@bH}&C#^-H>PnHF35pp{#<3;+N9&i?)KlarHA-^u^* z;9%hQ_!oA1_4mu~RjS{Jvklu@^_9ue((>T{mAv#YGOg%icDzKv zdrobyJUL0V@!Q+m(|7v6c)j}iwmO#>%{M~*>Jz^_s##A^6mSkgQfsC^slbHx;g#4(Z*HZ zSAO0u_kQd3xb7S8s^9HAzOMYw$K&oX?2roJ#1tEr_+mD#hqLqd8K%#xOxrN)+4}we zjHJ!;wp?|Wum7|0X8QcvGvV>Isq6Ordi9{zB>YVI{o3%fcdIVA7Kd6M>y=JlxAU1) zbnlYiXXjd953>Wc!TvnA|8ID9mg#0uukw49=`+jzK9>K#;cb9u$GgQ@Qyx7^+U+yb z=qPAe*tSo~VVl#>Zxi)A^?8NXi}UvXw}h%_hpjP~9#hmQX;qTZ8tOQ8;VVJg`nS$+ zFJE09e*5{S&*$xLKVQZr6S}}C0A5-PZk2r$wLPxBrvS z{=N9t(y~=enI|WyZnIizvvzS=cAwVXvQ_^sz21^_RqOYxRbKAJT&d~*?`y1Db;|PH zj>l)t%rt(xp{h$Z*F7|9)t`%>{rB_vx9^wztaX3XhqBJAc+{Ep@zK$3r#uXoKVSLWBJmJQ@cz2m=&#}X zCTWU>WUi=P^L+jH!}9fi61D$^EG&7u_4=%C{e3sqegAqr{&ww}r=Z!u|JCnyK0nhV zXX%EWAG%k5u!(h>k&CEq{lA~-H@bQ~LcVVK z{ciVdFTT*c6Pr>`zj^fI*X#AoSG`nKRS*7u{`Be1-1c>^kKIh4pS%6~&f@0>zP-I& zzH@K=|9=OcPd>r5GUH3lT(8Ccc0W}VMT0(Wv7EFu`#PJHX;#X6`}%)>jJDhU`EdB) zso9mEpB>$@clrFfTlb!?SloAOsnEHL>*MWrpSxRrU-q(@sCe*lKi+qXd8N%<*8IEt zcK6$D(Fw=&wf{ zr~iuS$H}bu7i>ED-u9z-zbZ%dbzYr_AgKR*H>59J-W*M z^tV!jMUyyYOYf7w|L>(WA(G4OZO`iH-b*ra+`P!<^DS5QB*PN{{5A|S8WOS>UMoyENCr*T$yZcbn%}RSy{inyj&K&J@4E9 zS>oS$Nf&@9g%^|9-!p9db#=cGh{Xt8S~lT)bmj z7qHw<_P15W{FSk*1d1~1G%oJ(pLJVXOn=XZroSt-cE7s1x;^%JkMTJJ`I--ny~bw~ zMY%&cJkQQD^{uO`yHOf)cInRfA%fqJipSruT<>H#HF)9Gz)#nr^I8APzpGqz>2(7$ z--ghjRbPr9nTZ~HJOA0)*|#k>gd8-{H^_6+Y8qBYq4%!ue8_B-{xb> z-g=8!!ak2{U+-P^J!ebhCI&EQC~4Y;>GKfd^=X!wmIPVIcMr|#&7 zaf|6}INa~K<;V=7(4|Y4s$HC7A!(X5ZZf2 zp!FnW6$dZ0OqsOQuVC)AcKx~nIp zW;A6pf8M^IY1TRE7S?5NI)431Nlm@!vMf%R_dW+WC>TjU#5l`)xzeog zWk$EdmrkBmv911o?f03M#m{b7t~0qlQS9vTB`r;>wwSmFEy?R>oS^EvDDYUbbW*VoTx2|DB|s&%ez$Fo`4 zZ>pYZPgc5U7w~DrA0cleMU#oe=PaM!*!Jbk&CBo7RRy>3E{|28UsDwGwo7G;P|m$Q zm7>RP9BSoGzPC*%E?+MbY%g%~ z*4FH|=YM^Dy?o7Eh<_TyS4>#dWb!^}*@s6vEsBjZUl`fv#UF0aoVmbtO27pfH}ktC zlV#c7^;y3&PX()Rv5iKmYxH|MtDG zx*w1A`aWa+pfyuOddv+Y<_QIOPuJV}nRV~ybJmH^9-Uh`kE?b+v@boslmQ_xkQ<<1{c2?@Gt=ZzAYn}D~tt2d_F%h|Nqq^Zq|XZnqocXn>x>pL}Ds%wMNxmpos`I--o zKHocAAH6uh%)g~@Maq;(&QII#axb-9G-ZO6echhQPbbxzuLepn8Ql@6m}^zKiBog0 z9cXFEja z{Cn_=Z&MRGrpQd%vuDqaXR87)J=*cOZ}Wcp9}k)n=cn(eoGBxf=MSoPHaPFNTYTO& z@%{5R%BmL*oi$#Pr62lg$*jwIs)C1X=l_1c-#%&SIZ&lqZ};(taN55=KMif?8H+3y zax8v+u6M^gq1hY5I5gW#c;bJ5dz)&*LR!y z_5W)>U-q}38o6Dm`u*PRbKiS?T)R;H^l#8cuj%o1nL%eOYp1LUK4doQ)87VX(e6td zlii~$r}HU&b!8}Q30Z_TO43r|?8LRAC2+CZOexc>8{J<(h4k8#!e^a6YK_w6W^cbJp;QZb4q>}BvRnA#gSBZYx z$IQlKuyg0mGKt-a&TTC1-!7kjy>9op9!X=hH?`ky=i5iuF8;f+a{U~|dnVFs#X^k75r%90a`?Khq;US%43#NwopYIENHzh%X**KT*qx&HI{{Cwe(S*N``=Ye)b zOpfXjS2YRgUGi$th2JY?d49M2^WpGWZ~eU~_2ny^{68-A(o%JORQO_H`>pw1m%IFO z{4Jk~{NCMW^XKdJ_-5yyt&5*8=yFum@3(v=VO;tuEGYqw||~V zTKN6&#^Z9?_4|LlTK)DyXBY3$t@E}|TIRKBY1IC@zh^!km(QQSdfs{Eew!e*k4r31 zf%^KttE}HY_u$lg{uNRaay1_g8ojpt`{i=uoH=tI?An@jmFvpd zX!C%zQClDUkJ_3g8dLxF*49+H@b973PS@XGTI!wf_t)3Lx9#ckD%B=TotpZ7{rrWw zJO2Os-TXWA)030C?}Tq}-?q|ku2q@zuK%CU+sl94w|?KRtPh4;MMOneH*Mbh_PuTO zHy+UB+PCiqo7vxgnsKhS?*HHK4tuuj%~=04w*2na)1M2!9R*DYfBnZTuE(<__qJI@ zyzTs7UtdqJ>^;4`^5&-0#%4Y%jf&lJ-rrB2KCOMZ&oKGekuQJ1!*p-+@8B*K~_6BTD^Zorh z&|Ow^$IE524;^d%mcHcs!o}|Wa^JpPT4@8^a@xILv%=+BraxHDr=jgGtF8t%W8}rfIo{EM1}{ z8M=i>-tNwsna1hUf3KYM?A`A7X0lc#8>Y&wVz?Ak$FUzY>~&_I?QPIx?6yyyuU9!O zD|~$H*$L(TEw_I>>efHSqq$u1?7CgAw4x&yTh6#5_c#8k?W#)wN4*>!9b?W1i+awl z`P3=v6;Q0c(#Z9y?&D*<#@FMjbFch<^$oOLqU7bJqkNJpo?lq*FK?WANhR7;v~$%V zlRdM)Ep9WqoV=>Y>wKg$L)&b34N=fa{acF6Uu)(hKKb$+w4X4p=Ht;7-*aznTKe;0 zyZjkuew&2n@|Ql}+LAdr^WL7Fk`@IED!*P0fBSynm#EjK!KO2{Zhx7zO38bww^W(` z`rf$Do6lKkFZ;H7Z)Tz5Szv#MX?{c-tvlh4o2Zhrsvf|vXLVjKe(=8>noD(`ZH z*yQ&Laj)2A@@M+w1q?!h?&bF?m+ySJZ1x%5?RS#eWn8i}J(srJiY>pJDm?dP6OO@B zU4BQWQ_np-94!tyEPCw0KK%{+| zt@>? zk7t=?pV^Rj_>z_+bS!(v!?Q=E85quI)@{;_-Zmp@YgXmmDO#?@{-8Zkps}^jyEGw1 zio>Z16POybybgcimAAX|IxWOfJicb*bzg`qLr|aPlA1otB?{JMZ#LMQ-sca9JR*2U zscizs5kc_Kb6` zEc^oMuD!gxeD=27+p|E!5Uu2XRbE@C%{I*R{*=>eTsOY@Kk6VQO zHoSj2zwXz`*UKQ0wP2Em2jf${cWrvR7*;KDo30moX6^QSSz+tr=3e@{l>6PT8-E^k z>(2^Z9riKm=!0(keFlGjeKnq6_iN?N9fgZCZ){iy8ZJM1`t<1?f0qm00*&{BW}QBt zvtEDbtNy+pNuV9bv(o3+UMqQj&sH_pB`whYiEF$`&JBav9(!Ldn;rD;#)&x=PR|tD z9ApmiVQwJyJv_|h!rMgnN=YMO5Jw28&4pb2v`&#JSg*Js?hb7#fteP6FdKU+FI z&L}*-cB|#!l;x8N&N)oZr@KV8bAldEbeG#G{^vhv&Hse-56dGrr`?>NKEJli zEzH#tG+_x^l4*Tz{i@$uMVCC)Z_bdjD#`G=#jY|dnDxhp!~C0zAuan$0-Tx)n125J z`RslD|J~sIYxnK{|JnTW*X#8+^X-;aPMULFce3vsi;L4jzQ4J7*(B@AiPz5RX7(ATy8#Itszp5(h%ZrQ8o=o;P`~7zNd`%4vgRR-u z&EDSHYHWU|pgD49QR_Xum3Ha!f*U}ud9QWc+6GT zD5+cB$}N8E&#jeAhwwl~; zd+p8M@At~~i-?KM+W+@${nBlc8m-1+<6?z4gJ zvZ>#0B=c7{Mt^QuY2-Jx;P$rM?q3$GX6^oXOxpK&pX}Sufsa<_-rly&%ky(s>*7Ra zQT{IOx9oSHgGNFQJ7~3OJ#H0`+h8wREqd0t^!MBCxBu>YKCk-L-zDEx*;eU^o;_X) z+E8$}{Qli5Ya%Zn>uvM9{B4W8^2O}>r&GgcP1B9O_50=WHm;cMd9hcH2hW*XbV@UA z``t2Q)2u5S-m{-&U-sR7QD((d!{lQ#?(MC9l@fuJ`T0Ia@O? ztG%k4wcGpk+pX8*cHdc6yLd_Y?{9CL-;17&Eq}lF`>eIm+mBtH_vx><#jM$WucxeE zr~QB4JhR+ck_HJ4cipol|LV=(|JQ8CzGuEap4r?`+HJHkDl3 zeGZhdH_Y|g)gx_w4z%OiEO07M`Q6g#JOBUt{r3H?2WwP%^mhIK@wmSXe2BxomEr5- zoaELg9&Y<~Xz!$kT@PZn=f(csA@oaPR=($F&CYMxYooTlaV-tqn|ZPB=llBq(tGk( zfR;RPf2!(rJt=m#{@tCOY3Jrxnh6Hj1+I8r@#o`l_Q{4-K3n}yI_R$7_iNSNyo{Qo zM%&(lR!6_TySu#Ks^%eRoPL^4WYYg@#X)ygtc{AR`N@l6>}=46^>p#IiES@83KA?7M0OTI@Gh`1Hc> zlb#*__2Dr8+eP0aGpg@gc)k4k5zj5JYL}`^_%``lXHxL{=@(Q=Ow{KTH0^vc$@|Rv z{r~g!{d^`}e8G{uHP-)cW5$j10idB?pZRvRO`djJT{&gX#x8d?{B+S>{-%WgQqW#{ zH4blY@7({3pR9bAf9d~~d7x!+YIRqyzuX!YqxG+yUp_CsSoML>-uI&Kv!*}#w&}E< z_b)q0Zg+STpvZc}Lp(y(OQus#;C|6*-EB!;&PQJ|?V6+%U;B0H+8q~NuXXF~(s*PR zYPmRT_Ud)JPKB+`kkC?fpHsP}Wa2%^RbEq>&)o@&3JDbGem<{SZ$?j0>LelMs3|Ui zS9{u&eb_>et`PDRUp=>W@qDjuE1c4wote4KOFeLk3g=yYFCEL@Ui+;>PA=Oyz3%s0 z^Vta(?XLTWE?jBkE`DmNijMzpZ}Cf|j(;CC^P9!j{ajjWw`;%9lvP>5N8L44HNM<> zX}3z?()}tOUB5?8orpGo zP1I)z<#<`NNLdyw@%^Xa`K!PF&tcHmMOk%~k8S(!cf0kIn0%)Ou3B>G^+J}mcZ+`n zEBU>jT)=sOUB2dm+TvN}`FYo`{<~s#`R~?!lY&>pfdf%>e%ocA z=LH*OoS2|!7AV54`g)7KYS7cZd#}CxyfQYqo_q+JYgStvl4_EAYD$7qlws)pI&k0p zsEL2XB3?P08|Q8>+2^^w{g=aA<4}#*>bF~;J?hrq_FD7gitAq8_dfgW7hcD7`R%^& zt20*gLmGY#vp5f2=i=ge)AU5zrlPRtE>06SAKrB`%c**PW2nNtx8{s+}M=r?Q`4uagXtv+J9fy*SGGiJv+;^5j22M zy6@++*)wkcyb|nx^LNR+JC={E%37e!x3<0o%?)n29rnBA{OUFhIWc%f!F+?R>Ijowmo9PLIpFe(`*SW$vBa?RS~1%ii30`Ymv=8>_te zl^KS~Z~kvR|NQLi?Wh0VtA4-tLG_!}>-TlNv^@4nuIQIouJWboUHp*BnVQgB8*i-7Y7uG+w&m&I<&^sS~}e^hE6v{k|K zMYjVFXqm}`Q#LHl-$D~VSN*xa$7ghK0l=2#d;q%O;v-?idX@|znQ)zsCGhw-*9PGk*@T%0AudwcoMnMn(?gf9NE z7CmbyDiy!ba7p54lmAoVm~Fo;aBP0_|NrOt|8Hp7hdLY;n*B8M#jb+4mtvBnw)tO; zT==D872Bo9*&I6xLL8So6ih!qFL(8>S!TIeTBmR7XDx5*;&%U>X8ZAoaM}JNUY~U` ztGlFmeQzvw?>E|RJvI1g`=a8u{wx1YkB3*TD!N>gTs1!gK;*MIM6`x$(HO+<&8zu2GEM#qgCB%BsqL|K)jIMu@=G;!(a z>BsAr&zaLA{ z^mca2rGjdIyPr#BvwZs3FZ_OJ>uFDq+W&vQm(|IrPCvzeT3lCh#lzzz0r#ul?^Ry6 z{Nc?bGwn6RR)?+Sikrjlemf}1#pJlZ%DK;cwK=@18nZ5YeC|D}9b{wu`_fGB(+jUV z+^hdzdwGfH-*ggN}&!1+3OTAdnE*JWBwyw52zL;gDl-rlHwXr&(Upq7I ziH6Q@@jlY=to>rG)}q`OkFvLP%_x||y=~&N-z#63nVa12|2Ey&exi`E*8+>*ZsJp> zrgUt{KNNbhWwyE7)cA+1_ABlDe9ro;ule0Ar(ds~zp3b{S9Go5Exoe~l|hFyO|{xs zAe6i7z`CE!T91wd=$N$kyJUH1Owzx1ylmd8Sn0A#0xPe9jt_P zn}a%ALPV$C-BGx-?M=7J^1#Jjyf?)?%NDl@w!iWIwjp>N4Y#-D8b6;?+_%@^ z-sW_F15_#2(?B9@DAX`S8cn>G3(yPe4m+!edLP`kJ+=u|{vnNL;-$ zDK}i@oNKkJ)Rw(2MMBG-Y6qOM-!@sKKx^)tzsrxzinquOofL3baoMYncK?1PN3%}z zsQvwItGLP(i=a)vK+_Qa%U5Yl-LOjIygiB|czutO1j@$Z6^q${p(^L{& zK}!+rEwU`O9+#`udBa%o_0`qgf9`ue&{(+mh@(zu(7D<#HpzSa_pD!CoM?9`+4}I& z%oE2VEWcm9lf3eQ&AeMPR~^5ctor!llped6OD2PlFPj|T<&l|T&AWB^lI6z!;VasB zrEj&QZuw@hzV%wKtLyvQ8Si8Fzpvgqea6weu@7I3ko!xWE zH8|aF-l-z3a;@lz7gh$V|NgxFeqHyBieHbq^_A|$ALehfyZ*^!dyvJsU+gjk4mVP! zenk_sPyJ97Z(?37+hW^ zN^jcE>=OC2)vD(ADw414?4QEYoqocMS9|5pvmu#6nQ;pbHnX!oKhqV~yG$kE#fEmN zBtw1u^I=yt+a|vS?LQ4|tJ<^s{XXkgyC!NKdQ|vs=W{k;x8P+yoYUxJ0@|w|xgo*v&iC+3kDkrW-?m@7a!KX7IY&CQru11plh~Yjd0EHza=nJv zi?&S?K36;S0%+sIky9(<_Exbz&)N0w*X!IzrzJnV11%XmZ~uRf`sDxL-rcqSQ3Kk2 zlpy5c>B_r&S@)BPdPShF!nW<2mJ6OQ@BZZ% zkZ1Sz%jE|<_IQb%nPqzV-0US@{TYX~rY+x*b$i>|zqP-$dYZl9U#ZD?9$_) zZJKA_@Bc5iC-!$(F<+*gnddOV^;A?r1m{MWm)LbxWib#Q0 zR$T4Z(90_Vm8&O){|{%qFf)Cg+L-9Z=K7u&oiVpy#ej$dHdqR!e-B{i~H?v#feM@O=DeI6?%G`cc*mh3VGA4kRz3u zTlTB@%t-j&sQ2OZ*9(7NUtga;f4&g+)75@kVncUi{IF5&n<8+z_KSp9+P3`r_dtus z%p{jSNwk@>qD3CF~z;UK2z&+R5$~l0b_Th0RVr z1I>g9ukt#k#klNx!24)h`%v?_g~uepqX5563oWh&%(C{n^3UUBrfR>*_Q=oA&gQx< z6w=LVZ)3cgy{u*Xs>WkIlEUHAQ);dyuj=yS^vw0|UiB@+vhrr?bV>akcfX%2sPFXf zgA73^Z1wP9)LT*IB7Vv=euA;fw7TmC6`*ZuuWMJI;yN3-3He~dz@R(8&#M-yY z{)^2OzEI9yS!=Th!O2-!&6B*mB;M_OKJVMljCc*trCM`9o!wV|e}8$I{Oruk*oN!5pm8wYcbOSSE86WZf4&%y z-?h8o$~sBov>Pt7zwMo5z3M@*lb2_w_PQO1&c!bI+3WPOQqyormtN>MjfpE*nzW95 zk@@l~w&G!{+C-6L`#&F=@Ai9nXzmN0xZI^zNFu90NnLQtjLPS8%X4%zUM_a&(Au~~ z-qe1&*4>bg%Z|jPu9)QM`S{akFV{uaJwr>pu4t{BQgJzZ!F3PLgPE6?&1~b9K6aJu z==OW}SN#dTyRq|b(!$)Af8QM47vAJQb?&R~DFSZ4f@CroI}|~S z!Sh~rSDm{vm!Vd0&!LYzM+7hVh8^hcjImk9{pbJR_w{cLGIniP|1-42a82aqv}YR* z^KEwSlC5~qxciR({Q!BR6pt&puOIzBGt*f3TG;kt4#pEPtM&vc`PR-d_EDO!a>|k* zCtv5pSEm^m7!K_J@n=@$oNQqR1_fi$Wg7f}s=`65iY~Cmw71>9wEh3wF5z0^*sDBG z_b+@4Iw$9Y$6@_U4dYN56)sLqhKU&+4yqSTw=8;gl*wr7sudxwD;{rtb~(6Jk%8fZ zzEIH2cF;+=GuIlpa<0^}Oqt*I{L+Wi&1q+iqPOL2Je)pt%9I-m*P1-7nB4arwmg_bcoW$tkOnl9Dk>%1?t#iA)X?&yRz$Jotjy|!kPd%Wtu zxIz}*6?k74+`{n1^@GrHV*z&$^Qp64l+MPM-!0w!$N&DWcNZ2mSH51m-RJhU+_U-n z|E4`}*0kTw^?>#4f2Nkt2blS1tc%@!YoU9ma!OYGlAX&<&fiF#9{cR%W95z5=L1%y zIB7}o9$$WBicnDf->=iJpJi-VVdC?mLs0pK_lXST8J!02(4rIjGPdR2&8qwJ(fxPz z>uYQG=J7#FM+OFmTgr-G|F4PNea&a4(NP`=g9AD-J1&H*kGmUFbW%03eAcshS=ZOi zJ$d%**2%T91qT?@UR+q1_VUuwl{If+W-wfGn(F6K`{|^*nzr_7y|1sXZvO1*JImyx zNydc(J@WSV`0k2l9y(xI{0uZPHS_Fj^VyQdX)|`e-*@}X_WO0u4)fdl{QL|z?Zaj* z+x8I9Lbk`pdVLiHHh3i2uEe|dYmeEQefrrBxW>h{w~b@0xFbLLx9 zPm6uNSN(ow_WHfobmI2hm{W4e^V#qB`^|H2Z|mJDyJ}Nc%HcNNGNbQLPfu^(8~e80 zB}#qXSI}Zb;gU^BN4a+A|Jf3ExQ*9$Yu43AQTb0#P5rjDbo0DPQ&!FDPPaW8vc!{7 zd-J_tUtjyGe0_c0{N~M@qIvoyd#|nzpMB}lr73Hcx2(UX|8dRsw6jv1Yk!x;uMOXx z7aP3Tt#`+@;IB`&<=&22yS&cxZ>Y`dwb9$pO_?%f%FfvDy{UU6wm;X<(%K}t_~V-J zn3$Y)58tCzuaZB1`t&Hu|GoLw_jOV07c4kXC#W>gs zU$VDX+I*JpY_p{)wrdxcK92N%opCp0&GOncwX)}{s&v21+7an*_;gPEkzMoR?t2`c z<+5)1z7sE_wQkM3_qb~P@y+v+Lf(H3S+o54!hJ^bzFu)(wch7wmDRBq5yI!Itd3b6 z?>@C|dGe~hwIA1jsf}xUw9o?cB#NV$?-nzmy4l-t}?K@?w{{+RKt` z=O(|7v7Yy}q;G9;uKDYi#;tbIAzS9%TYv6%%zVu+Hy15>yR>L;O3gLzr|E|-eCFDF zf6mu0c3oTcMqCfJe^S%t{iW(vyi)Bo?fr2}k|+I2e{LMJ<*jP5?bq)U?S#Y1_If;@ zSEE+)eP+OM@#mW}wCse{vTf~ztG>@PxKkNuWG{Sdm)v~L%dd?WDu>SJd>q+-zU6h$ zx0wc^t4dn0B(}?@P1B7|^FJo~12oe4^2Wx+l13>VFE1}Yucv^*1}G$WP+S zv%n^=?^oH4_a4mO{no61o}kfGzfX%*^%^5I+B%eXESxNx#F3}jHmCc5LuzuzK90^8 z-E)q}2T1Pv@T$g=b%l;<(#!4#Y|mXiSiU-carKzG#$m~N&d|VLW#F@PLFb1Q|9m=q zw!3_-$+O>m5{8G=7MB=YFc+DV@4xe5&5gb=SaAja%Fp5s>`Xms# z%Sr2!fFvlV{{IhdoaFC975%H6#GxUt%o?f2`X_wYZ?Q@ZHv$#g_;k6S#; zBhVBzh}@8ToNxW?2A%_kyhj8;yQ5ZyJk?sFRnI^ z_7>2-kH7cVZoenBr}p9^SJ1lJv@b6%rk$Lmdhmb#%}qx^Qw=5W@7-M!we{4Kr%z`- zJlwwgN94im;%8?JmEC#_^!NYSbln%y%VA(RP`>KPgj&!vW$c`XU$d^Q$?WRxZoV39 znsvqC`@QP*mj8Y{K7A+u)|SjNLDhL7wo45c&kg#!tMv6O(6Wjx+1K@+p69%Gb7%2# zOVI8_^ZPZ)+K<0M_d0!=1oK%ysP+=8@^?AMdL)xUefilIMUw)(d|qyQy?+0_Gjl92 zgARB|eRq9FVKQj5&1}bJwwo=^d3o#h#wR8&w0yCkIj8i@o12^87SyhYG6`8cDNxzH z&!kt%)JQz8LNR&$FPHQ4Y<zCy%uBjSrpdr|qv-5VH1fAOmD$dL98LFy+4k!J5zW!hF^xrEMy<6BWw`sq2=gV@b zeMN^_IG2U44%^11b8$|FF}dx6RE8EubO z$L`*?c7gW#6)R4})ct(AO&7Fy;cxu?eYIyn2NC7%err|?F1f$mNS@v@C9m6D5i}b9 zm{qm=$~`&TDivMDuZOtxZ`}9vP@NxM*mA~^2R6IjB!6XP@bTAb3d{vQ%!Z(Seok5w zCpb;ro^x~4hTjgMj@@Fqn+{tXn`~3{;UN3lNgg+E?g@32IarOn1?lSQ@b9}gPcX<_ zh7QGgh34@=S4c20Ff0+{)I8A2$}KkIwBGJBZ+1SPS2oX(_i_1$gY2_GlgGKYw@r-< zcfPkZ@9wTMcS09>@6giWowdg15&~(m%XX|h6sVw$6?<<<*+{UwUfBnCo&v$S6zWKbJ_U3=nbfeGMe!r8v ztK?-;yWy3`u$KR_9XocM*~Klcx8-(0+w0348lG;K_v)`dDjGfmbSke&=A|R=x_in=eyzLb2?AR(7rg9Vd7?QQS^ z-6d@rjEhswgR;PM^LrJCYkoXz2d!(kw=N~LnT_|%s?gPk&c%k-&C^o#TDSY%u7pRP z+q3WKtEO+s__uUp^6_bsT8}^#wYyAV%gr5yi~mM9D3wR6$a#r<|h?((%;KnF@| z*VOS!o0()^U$?b?<&y46`U|tJtPuQDd$dawv|P#rH1qv8x>I&*_O&&UWtA_NPCuhQ zzb0vN%A(s}{!CqQYgcLZk;+{z=T%GUG*x$BnYaJnuhVMyZ!#X)V$Tk=PVBI+qUS)%(&~O+1GAZ z9tW*zsy4c@Hro8L`_iRL%jH^zOrYL6W0nB)j8*EKA%Y_ z?VqIVHAh1cbS&ZQ+HW_H*L=Mi{_NH2^?di9KWvvbyI=b~cIM92PU2@np9V~NIxBnK z#*=(^^S`~h30gG@ns|L?|Nm$IT0YQnSI~`eCE#1;@nN{p7OfE z%X|#Q<0=;ViXC;zy_(#u)p2Tj`2S+ieoiyVr7F`VS!6B0wNOhdT~9C6IQRa(yX)3> z>E}Ma670XV{`Jo3_xCN1+L{Ggt^(TLy!F1rmEw!rrUvYK*e30xAYc$4SGm+z<*3(N zi+4L7=NPT3|NrmX&aC*{8ygO)y#p6|9oA2$1m|ozxzJ_7q(IOLd{48z_q=XtYOZ|# z19VJPpRDz=&y?v zUry7DmHKY}c1lms*WOhNrsP~KC|ZTFjd~612_0Qryt5ZI6EH3gHzwmhgn&h%pN!nlcH^+4L zx7441SD&&_eK_aIyj82q?$?%Er`+F=c=%CWAGGY8@Y2JBu`p=qq*e2$v=psca_aIN z-&x*XCskE*9vN1CO8IjRXZ{MkZI`dxU~gI;sFH_hnE1~;p=rNCeKl{J+xtO>*v+vlesiH{`<T5OhgC*xl2_t@RGp+QGy?dS~m^z;nc_8YV`No}!7{T1!?dy>M|$K}qSJgM>Y zG+pE5<9%CSXT~4dT%QWs+pw>WTU<}4xc+S9R?wkS_0zR3nC!p)=H}*HqkvA$trypa zoOCr6?@+Ah-NylGedWFU?D;}wJE-S=0Niuu<jalL1C!TR}^L*djDLgLAnVWyOjki2Azp`6QS8H>g&78{Ra#b%Bt=CW1 zTI{qoVx!W#$)?M_)@)k8uq_L8ux(E36s;r6d}b!KtA<<(2o3VPI^+HkVRr_@mXwA1 zOyK$%nRL=BOcm<53_5UqPISh#HIbmRjSTObm+Vsty{}OzlKC4nXu6iIDEi_el?jv7 zrB?Z!Tyft1zsw-jyvb+vLgDxCuh--A%ii1&EQ~#yEAo=*`L5E}hwd$hZVM>m*pqm; z?dE??!=$^P5yP4h!{EV*)Krt#U^`TJwj z?pADjzs9)y-JRIH-}nFjO9w4C5!O$iaaetRjnSJjS+6Og;^OT8%bv~STJF{>b@0^c zif@Hlu3gFsVO8ths`oQ}arI#BO9$%ZnzNR3#u^JZYx|> zW0G?lx@O;Zwps3}JL~=CT7k|B`S$(dV)ypD+qV7waG3x0{rQ#8B#VE&Tz-2=-{hR2 zP0pg8vy{C)N3@2ezu9^{F73&QiQ9@!&(!w(KHH*j(cH%#CUfG~%z3pwzW(o3wK<2t zE9WP=%VpNvzuj{AO!fP{;x##;$+FdNHkREld2^$1ddrl}wQrB_|MyEfsp*{Ozsx$F zT<_c0YrpL9Tcj)Ze182tOVBMArju{|zvQid^SZ|__+B$XdCg_1&+;c z{_*V9SpT)1M>5GQ|6UI0z{Hbn^Up^R-c1H+4VrD4J7nh!b3G z96r7G->=up($CLZR{Hu{*}o;Xwr1Z}d;~gfd~@pQX-2o>b`&i1owX(Z{=Fy9p56Ke zS|%n_ey4ETEU&kh-fj$P^5&G5onbO%!M5jH%5QDSJot6W1<*;GZ)-w9yR^@Hci&oT z_IBUzcV&7Sw(|q3=2iKvD#^OHXXo76CvWb1{OxxB_Q|Z-*6lJy9e3A#a|G2jyX9&= zI11~l{xvx=FV6g|BWN+ljpG>?7Btq%UcJ|?x9h~8ACLP}+d{8A?v=H^_U`hzl}Gvw}P=D*lb zk~LXt#k*av^{oA;JPQpHyK1hj}Wht^<#Iw@jSmICY^}c0K5Lhp^tv`pgPD)u~f11V0M+{dvvi zb6oe_iwjp;<$*3*Fuk~4DO7NIt#QSNglI|eUC@P63=jTK7cDp@*{pB*`MJi%hE?8E z-Tj1E75e_H)cSJyoJ@+>gS1^2EdNi4fb}INb$?!T=J3wIBG~CCic>2&w3a{$83qQ1 z2_c}P2cg^vAvaInwP|pY=iJaDVRI%Jlez2=@8EXU8ueYd^QfmE>G~e zln^!pv7D)M@0?}!XsP=8YNN8F%)w$;SJyamM#%=)X(wp*DJilpX`C}h2IjgqIeyX) z#ky85mSVIW-k{*F6f(Z`m?sE(d7r1iX6Zff#61=a-Uz^9SZ%N=t+&J^<#;lRP;Gr7Nq$`(-&Fam>@! z()xtlMMbv{YL6%Oj4w)b!$84Buf`(@>h9XIqE zq-8EY5HoCXQRqY0nf#t1GvW8Qx8Mk|Xo_CCbm<$H9d6LbXW4F{@1%rC=#;O%S1z=>?8`lTxyad|xz89M1yu7_{b`~HST!nEhE(@Ry z9Ve|ooaY(gKIsTW=9J&NXN)RNd#k?Qn5fYAU?;eJ(tsFV%R{wq;smBk4t{=ppfFPC zgN$Whk`uf@XTCuL0DS1ul15P1l~tkd!BWu440wtHo}27T8sFaDUJXrWQ>RVaMEjy( zSLy3b;G&?lwH2K5@D&A8rdhCD@bt+OJOvd6Wx)x%fhY^sMo)*71v)xk2$cn(nQ>@I zrLC^sj;Ex;EDYY>+6pcVGXMViTE=+i!3?(T9f~SUh3MH$ViUgy^X+Z9pFxf}B6#Q4 zzFKQ*!F7m1BGkNtyV66c0daF6b>oWY?RwTiM+9xcBO+cP@Ag5rhwtCjJwb8RdCok>UV*@%?X-4sR+v_#o@0JI?|9@J4{|w{vHkVDZubp}F>=|hF zKKL|_KOc|FYgY5Eu*$l!A`!eVsi>&v4bzT;hP-)#&K@j}IM8xnDl1cC!^$SmxWwe3 zzD0|aKsP4_M@41*Ul+D^*3a+z|L3;x$?iH`tL`@^gN;`z#mmdfCoF6lXgkI0>+82~ zzq&H`c+H=W$Cr6e*W>(qZR+M)h6ekK{^?@-zVa|QJS~iyQfXn%#GtSlJUyDKz2w)| z*Xf{x_KmZz>1<9tEw(xDuGQ>>S%%4Nmfvn9pFKC%`s{|p!)Kn)uaA3H=RHlwFnvy8 zTkQ88kNb>47d#w2dK5Hr1R6arvsRy1vFNVa1P#!b8n=VYL2oO~hfKnEV4Kj;<9}6- z)2m&t*KKxw^LG3Fy0R0t%e7WHxAQ$)yZzoK=kF)M7x~nIjwPKMl6z~5;rjjmc4b~# z()oA)wfP2#O>4JA?Wx%4TgKSADfhM+q#;uKy9{4LB-BhX^kT#XFQ1d~^?ybG>|eDE zbkcqO{x6rjn>%&f7rXVo*%S2X)#~-jww#5QZww4|u1;D#YooW%lCS@B@!!2&rLQ0S zH{Emp)Ku-};(*r2f9ijId6{;&jrU{)LeC{G&Xq-vQ~j_^f*!mLTBur|mYO|#XKrkmX`Jp?6mJW&w83OT?y4RBc0Z5ER6d!w`_F#IX0~TPpU>y#yDM&06A!vv z;Os2Z!+Gm7FE2ZIf4Xk;v?*q=;d+K8leOkg2ufO6`1shiMVX*^=XooTraQNvIS1Ns z`FG~@>Eea$*H(pU|M-2ZS30>$kc*pJ`QEa`|DQg8KKtqE>BINdZL?NdD}26c7Q44- z0(ed{9(hjF|FF)h($dZIgr=;T0h-dh+$U=-v<=UcX88IzTWj-Zo7Zb2Hy`s8d9(cM zl%92gi``;guly7=*?Cu_f9<5nEd8Z>OJ84`Icd@)qwTNvZCoS%`kRcatLs6_uSv1% zckH;q*FUT4>y_hHf6Laqe)$)4lhTfBxA#;Q&-|KoeVuI1{66`Ka@SXXE!k5v&wb77 z%()&P#dpp7=DOtX^cP>Z^cBD9Ewx=6{O>E*_IcmDmn84}wz==T=-TDEq9P(kw$8gH zmU-iT#P!Rc3(n~$#rpqNy|htn;_H?ATz`}Nx4hMy_BF0Q-S+6pd#_hU_@8&KO|^Nw zvOgq#X4lt}o{JmR=6(GlSKcQ+HP-)lh-~!ZNHCQgsekcy_m+9*3QN|3=0J~M-07!v z?Xu;fbE1zU{hxPOg@YzYk6+taX7l=`%xy`fy_*P4aXwyiFaKOsmAvb%xHYd=$`{!k zR;{xAsz1^0_0)L%ONO3*H-DDYyY+3-&UwFnd(7w5-W|83SjSFy*KeN{kGnrdnuyNl zoV- zy4R)V+UX_dTlzw3)q2ux?S$8P-%LLgvhtJjH`%fqiQ6W5sz2fSw|?KRQzdV1T;!27 zI&zL(^rb6Pkf&@<@dRcqZ$lTEgS>MK+Uq_tt;mUgQq#bsCG9M8enLm`tj~&aD|qG# z7sjz{pK@ZMev>q)1964_qPSw{CZ>t|)IwTcO1HJk*X{WE>-GAxPp8M{$<=-d{QbXO zzV1d$?boZ{W=Bul*SI48mSz5fPGR*~$^Ew1LZj#S6mEGX!O-yi#d2fsEw54;7zAXW zyUuJcR))`e?sL+*WPq6WypdX`G4-&URxsaObFC6P_!LgVs;-t07SM52_NMEW8?P(B zy)E~xzv$GnGmX{X`~~$@>$BdxuKjjXU2?tTDg{+X<+IZn1l&DDYrWg@Z4T?=?0|)^ zfR6uMlPy<3Cp=Vrf0qj?6(@Tvy!qhdWcAr`d#h%G_HX`se=Ry+xA^`-=k{5kYVdyD z@3U%iLE9bw?@u_$RD6h2eFiAsK07;mwzu9+m80jmV5T3KzsXnhD`=VfQOQZ`)6ULX zwqu7ygl*_zH{N245cwis8$!S&b^K)ruW*9yLUEK27$?~Lz>avpCpm8?Px!UXYd^)w^ySzog0?@XV zoYs)ZYQASc^I)Lm+j_fRD1o~F*7eZS92poGRu!~{I65|hP6CY8%KrcN`}V1bGdMfe zd8sXFC|SHvf$R2D zR#t+I=vk)ORnR8>)fIuwBsCxJ?ka^eA3@7&2sIy7RaL=`v1p3Ey)8Fc{g5fF4~-r% zt%$hBbKf`a+t9VFcg|*?z)||@N}_v{MbmRGE-vuE3BH72ntcu2(mo=1XI0>0Hav~n zwm0zl8+;h=r31T4UxT}pm)dxx@iiF@LC48@d3k{yQ^>L%v`fjaB^%b~L?6cCf){Gw z0Ss6cC7KgjR%FhvAlTK_1?f^YH8FwGA$-LKS~>@JDf9ByLAsO=!g{4lZ{Y6m8m2%u zgg`H*pTKr)ZFD-g;cS+3BLR66Kf1pZe>a!}1O+_;wdgyPcWlkQZC0ifvl!Z!Mjw(2 z@qn${U;vL`z=DBj&Zfz`D;YWiLPC!8u@thLfBO76xJ!$(pck3IR#aRJ>-J||TXPam z9AON#1;oVU5ETlb5k1hP0a)?2+}mmRf~?&Oy3p!avOH*?r_X9Tgt`YQ7 zfl7moixw%BsdOk;=-J!f2X&iai%HPa9jKh2FnjiEXetfeoaT!sm12&wfQMH=L#~C7 z-SAZrAbU2Hz77M|Cm}&WNirwG}eTR#&$Vlp-ELS16!&`@o}Y`ugWV;RG58 zO*=aa&lsS@CVp7v1djlFFdsd76jDDtKGutGcmZTj!s}~m!HQQdS#kv5z$EDMPN+Sg zaa|}AGRR8|2U;w0adY1UkF@>yQ$w&=jEkEG3MYlW2VrMtnc^7-#8ND-kIx6^anPJF z{F zWj5u54xDaemooqz>7^UB#Q<~`!psNf=337dRCb$TntiQh@BJBu$v$CWVON&c{{E&} zj~K463wx@y1a#`jtu2|!OpOj7>Rnx3K^^yJp!El*FZ`II-CBlC#P+0Zer%z7_S#g-({?3-HtEc|0dx)6gdEhtI+vDh>y1&1^J@1pX z-jfG!%!Af=hn@qS83a1$_Wj%2+xd52h8_Tz-u_ctN5_O+rl0||?I&_qN#>_`LzuM< zCc#giO;~keZuz}Tb@j97&zplzU%XKowl*qNI2;rkpaDZaEnU!_*2=$Mub;i>E-!mM zS!<=}$u?f;oakx#@p9k39qW~5ukYXDXY<-L>&gkxp_%u?*F+>TH8!ljmVINx!j)lb zqhemKjoEqW&7GZ>uU5^fUQ_k;RpHv@7M&rf;WNLAWM5qMYt!b<+IQk!RILtQZ?<&l zQq9QqaeJ%O)YaA3ef=VLdtdGD_19KMZ(p|(JUX#9cK5ZM+uP1wt&+;xl6H1h;o9wa zcdc$uZ@pBT9I1cpt>qPQEl2tDRiMGJ*Voo+M*7$0#KpzMyngw2nWydJ$o$XG&Zb^l z9lN`1L+xy{+^!!x;?{<*4qN-+b4RJ|T4Bw9PS-E*>)7&NXz#ph7k7PJv%K`w{@0!QOuCFtrSy@>N*Dl}o^2hr$TU-9;f0V9$-4d@Pn=Q0+-Y=!)`71N3 zyHfXFe;nywxaxbA*0sx@1L7smSG`ic8on&aRyMh0O=r68-s5v0yQW^hY#4g{TE#Um z6>-h`%QvO9%Zp{wpR`0=ziioet~6-lymNx3>m<%sS-D@?nFJcG*miC!Xtd&n)%CK? z^X!6OY<6{h{qpatJ?Fp9begZLbt_Kmy7#g4y&-jKJhtav{e8A(`S-vjZ;$Sp_e=4) zam=FY!T*I`ZjSr;RY`X86?^OX4;SU?&wRadfB%=68#cXmwL1RDc;W8zEmr$1=DP-e zoM{mG`r}Lk)7LMH8$L%KjnuzW8Tg{=myE#6&HigZ!xDD?k8FmFQfOV{{+lEAx~lWX zn(3bNIb~P=@{u@SRihR&ebf1tl}@c89sc%zuh@LK;QZ}-bpBq`AC1Q^u8A}*{{43Q zY|xT}xRMK=Yww*&KHg`l8?|MFe3qZpOBLhlZ*QjTZCD|7#nD=w(;-z8ygK_w;iTAx z*%n215lmBi75mZ)ybVR(b~ie>miQg16ufiEHT9R$j)RqgLXLk0Y6XK-wFO>gJB6Ov zQ~BBF`@6eu&0mB(1fBK7zJIQ0x2pHF8GduEZsz}+TlH$?wjeFRIp-9jN_iL#RDZcV zvvqPI1A|sSc;;7-fdRDV1T^XUFW%@SXuIsm70moL7s70gPVSim>TaLb-+$-dzk}@Z zE;@_ZVYzKZ)~XsOujE+y$|n=k9v*51EsZgo`K0H+-d{+}#+ARjtoFE>mm%SXo(8*ZD4QKX3Otq+-8ox7f_QySrvyTRM)vC%L58IpT{b!q<)mwBV7<8(PO^8=fr%=rLJ)gQVudj=}G#?%(4!c$qaju+e zU4G0aF}kp@@Wc0Gz0$XzOc9C#72w)oYc^~b7ZaPc_xruue3#2ls!qT074Cu$^_!SP zefwDaH6Nli`Kz4l*Pco`dG@Sn=+htFM;=34UQ=S`h^NY( z>z&lR54xgj%oTWvf~+d<~wY0D*ZDwi~zdW35x$b(AVv4DUB;O-dc z=3-Fu5??bsV0D--sEGzzk#Ofu3`x!KudlD)23O9$v(0Yene+#*Er8eLYooW{!mk(} z+DlNTagjNzW`Z+?w0Yi_U6L^M3?9c@u7J)CnpgKL)41@_k=Q)YiZkEu@9z56)$P;N z(lTn7t6K3F(YwAhS)Fqw=#VtfIUZ@hzPwERx4-Uh)#csg`Np}oOg1MU=M&~&0iW6r zy1qPYZPZiOV8(b24UG-pnVqfK*SF#BS4qyF@axHB|2OA@{cX3N`43tVwz=kK(dAX4 z+PlwPSs4tz3>b99vs}dkM*Ue_Kb%1M20VeDm$wdg=kCOhmMf2rc7ygO+{|9T_tc;I zKR-Tx`~Uq;asS$`SJ&3gUb`%4>6PmDd!M@o!#ns7g2Ehb%JJ{>Tw=M%sr}*YU8Sov zb#zQ_-n^Oi_SV*Apr*^U^CwRlf^Ojm?fuqiJV$Yrp87Y*ZTv?j)`zy%Re_G9N)MIT zcHZ)z(nr`LIaP7+Q1ap@i0S&z0`o#VG&(2j;?kv{%UiRr8=ce${Nz>a#Ta_^ z+1c4|L0+7+&t?&xWbjEvaVzMcFqX^V@wK9V?$`hOEN>kX-!Er-YE5)dP!ecFWR^+h zBS&wz4<}6HTnXBz`W}R>joONPq-d&_2k4-av`b4o zLDwXtot~!qZ0GZN-1oNS-ZtBubJNJWJ)~Pq*Cto}fvVk`28$;7Cr_W^Sqrtw#mTF4 z+2-?hw`)KLz`u7;ND%g42rjB;f$E8;r>D<;zwh_Cl2=zwu6_nxV$8s>VA3i{{+v5I zE`E7+^>mntFvo8>^V&up{Y zO?b0U)r*DgXXaQIpE<}bp94yw^D3W7g6=Xey9+w_>E9fqRIjdR&L78Nsp`_Twb5^J z&nzEPUvjVNwXU_z{S|?WeF6gmuaw^2mYWTVh5!G)@1L?2(aX-9H({22{l1lfi`!n_ z*;(BBTB|TLA|j)!yF2)j89W`NI5=quaLmZMy6R?1u&YV^lw%uvOqL)Dm_KJHw}gN; zz*n3G-TT=3y6)f4=b#IC((c!O_w~FDH)sMQ=St8a$Ma`7Ye}iD&D-&iE!xwx;K2cr zt*{mR3=Em`CxFf`c)KTn-}cJ{Nz0-opr-N6+uQT+=YbaRUtSw+Ze07TWd)<#7$CE4~Ky^sDYMu;^`!7YA@iNYqMbCkC3lRQbPRv`sQk99q*F`H&8%zvZto$ z+Pu5F%q*{N%?=M1)htwheSQ7+U78FH8ZVX`fBwPE!0_mJW#F@icQ_at&V#M7vHK;kQA)&r*@YJ8ebY5$TQ|`@8 zN7d&2`}JBsT63x5uU#cC4+*4(cs%?Mx+m>#WI(_HJIAGh?k7V<_i^s2{G9fCvlh?o zFK?;2jzKVOS z@^a!jc^JneMWsY&rna}#||9NCV*Fb}oCpwA-eY~|Xx&7p+Q=gD3tP@9CLOeY?BR3|o3TMFc(~^}_ zcy2C#_)SbNCgNHB?QOZn@iiY?Ia!zz-!J~ZK6?APJ>PC+m)&*dvs4lFg--`LSg9>> z>zB*T+yD2Q(f{b(WouvF+??L}y;LYHJifN{(k=EMvCuIo&{zxJg5{X%l2=z&CYRl> z{r=#7x0tRGXbSD@Z1esK`MYru5gE6(W~ZOC|6fylM9_W7qLmH$u%?E9dx5sTem|Z8 zj4*{uGb%loqy&SeqAo4<4*q)~)7{fD5`5_$BZG^h{oI+y;~5wP?9X)@@jrKCU`W|^ zNaU$vP>`Z%9*6xtUzQ_zkB{|!Q&-(m&}`8ZJ=;8go4w>BwlC0q;^-~*c`8fT_~qUl zJ`Q-?QmuHJsHN;?!e=2e&c`|+6n^8Whz;%76{+5VT`ul+s~ zG_vyV|L*tuj6v5eoIHJ+yZS$9O8DO#tJ17Zvyo~fFOQY0UV)7|Aw3;J!p8JK2Y+j96DJfkZ7RmtUBS^aM3@jDfdd%=6fl8^Nm`pz=p zytl33p;NTr*7y52mux8-j0S{1n1Z8uA)pI_fz+iPz%Btt_&rYxDp^e=pOSuU*2>T&orsLR#) zSQ2zb@^e=Y7TDy&i4Miz>-PVv0^KV-^Ll*!T~MtBIu!We?QeIA{by&)vM$eSz5VmU zVSeAt%$2gg5M}?%qf|hc^+TTuYDobQm_5J#GJO8xG{B=8@ zNo~HJw|k~|e9gs}nvX|QwU$myxMO!|7Qo3 zmCbw-^7`7^v)1qTBxhY&F|lhIyy#K5tF=Ta^ZL5EKYu=-4_fl%vpMZ-&L_>1%quG< z?tIuLedf!{%WvldgVQXC@bK4MIibs?*!%DA`~SC{o}}u1Ccge}Dk$qnndjw1ZOwX` zdKsh;j3;n%t_(Ok+k87Wmdbk2SG`act|m@(E(n?L_OYz|>{m~NR;hjK+9W=dEw$@!Zr==6Z# zwX@WZ#x&?(Sr>a7)G-o(l~#{9<~^=pd&E(P5|}|Jzempd`uh58QSGo9yGmbI!LB_7 z-L|;Z>DBZ3^=9C6j{bw9WY3RB-GZPlIcSXY3}~#gPuBWOBfH#;rfE$7wiG^g`#o7G z3RL!h8Y}*7D;Nt|^sz;uo}y{pp9;{>%=@69CMhQ-aJ^rBB&1i$6m&fKq#I5L?wjS_ zN~xbTfvJ#1|K({FCnv5Wf_sisg6|eZ$pJfBKy8mR58LJC{`~%Y-rn5O(h{^rP4N9< z%f+CJLwA?GJp;Ni19Yo+hzU|zHe-U6O~r;-r^&uwUtKkxtnTl3^e}vCR^hU6&{Ivp zrHMa45eUW;e%g3?e0_28aCbYrLTX@NRrzrNSQfk|Ngt*zOcPd|_*R`HKg*+cs$Q=(dwFG zeO=)7x0jZ7uMAr|Yo=v!+NoRYKYZWb+6tSl#T#9ln6&J@3`3oBZ)`Z2b8E{<(8}3= zpoMv9N4rGRK-Z3~iQivWyZha>wb8zz!4VM|_3PsI-vb?ozG%Vxb7vmsYY95fJl<`= z#9;qm#o*B`dFwK7Zd$tY$D{7Epu*!q8N6^=V(qWB zBx-9`DyW7B?Hhb`Wu@>|r&rhG>rLO@-VQqF#B_7oS+5h1^<#Ei*phkq*g4;)8d_SL zLZhwA-|=jF4m$0OU8dlG-uL+yg^MIjGA8&=$$W9Jsi`U9S-^Ss&#{>+4!SIG;#$Pz zxUfYmPXO9#O+7tL%h-iiH0Y$W45a>hqycWUhIpvL8?8qBoK}JE(|E4EeoxTDU7#zm zeSd)#LvmLCxpXP$ckzP*ji5+RySuBj?BeYAz2^4}K&Kdh&ac@Udo^Yu=osd67LR#m z_gH~0<-4@h+qbZA<4pVdeJ`)AoqhKl=nn5aH<(lo9qW~bbj$lXpZ0fyZn1g12XyXw z18A=dY-nuBBz4Y}pp#(KX14Lm=PmP_D^)gkYxeb7pd-5W{QLE~Y{$OU>vm}+_TOLN z$P8-sfBtqme>Ug>>oE7uwtK-(FW=ah{PzB;N1(po={x05PE0f_T*{@rb*<-QwQv8c z-)wB3X^_}-ciOw}PbT}Tt=S7osbKu_%;c7k<9)JcYro%3f1Vk%b&6K^oS+TG=PZwd zF0y*F?RFmI^4ID&8;|?EzP48Q+YhNQ(6uK06~7<0%jdO=PLZ$sq4=Yo_xW>`)!-iK z0j{N|w9aa)g05RRbPHZ3O*m)c>2dOEczo_Z(6OsWE`zqv)Z)q)9b^6<< zgQnLneLOCoujW552efI}I)C!2381=?&+bP8XynN{CVth*qU>j9W`6tr?d@&$|Mu12 za()LN<^}cY-_*|iuf5YO{hSQw_TObo5UXwLo@P3EtqNV8ChQ;e=g~Rq_a>lwy6o-m z&#C!z^5B2%M77e_*Gx^buklphU*+@Ido>boF z@%qT-d2O;GhkV1s7KV(*JWG=nl_yU&Gc$g)TdE?rqh% z4bvuSVV_Pq_@rpfYfZyF;M04Sf3NG6GJO=~|M_7qWGX4`%FE)U*!;V@O1H^#Fa3RN zQ{0-{#ToBx(m5_iT-Vmq+ctH>$_S*Hq*He*u3bKIZ6Rcp>od8YFX+=q|LniLW8Sm& zRnCJSs}oNL-z)q!uSL*IWkL%>;`@tjH^olLwN7)Aj&i%X`hrvArf{xQai*3D3^Q{$ z7$;4z^>|cq`u4RS^NO4P+?<#aeQ`(lrT^b;zE9MZjgODtTlc=A^xVrEes8-2e(T?Q z8zOzxY);v#vwiQwH&AWATqr&s@^7?Q6EZtiBYH#TN+yCoUl+Ic? z_mt$nze20#{@VZYN2BsoW2d*%`(AgaTTh++_kFbg?Uny~Wvh?>ejNBWZffw~*TFlD zu6%RdJolDe=^D=EbAMU?Io>@tclo{e(j4C9bFG%GO3wDbWh*;nDiw$0p-Tm&?%3`Mf zF^68wa*B;E*}ku0TldkeaW?BYt>uni`9FLA++X%wTldY|7F>Cvo>%;Bnb!W6UDs}J zj9u~CcQ8$cvX8&icgNXzTpDgWmcm%sfJ;?ruiuQVp!=Jv|$!2gz@kjf4$T_@gOCcFM@)va|$mt1er z44z;#duQ?UQ-8nTU%&s~>-hh->Mkz+AsltQ{>r*MjaDxMhaFcO^{#NLUkJ87SIz#$ zhv#R$2&1+4T#MtMQ^ZfUKbBl1>i%zb%z<+pUll_YWVHAt4UGgQu|Id+D87nex!sEg z|0g(v%WH+a{UhJ?V%6NJ@EvbM7?-RrtGm1PbNuu2(1JHFe_7RCSh)Oc$igM7%l^IX zcC-GM-jn{Z_1BC5uBe?wOMPY-IM#Q)JE7b^1#}zE~Y`d)&e;p2(RCzr0icY31}kE*=#BMyc$4arfT9?oD>2rcyS z){{Bkv)=j0p7tsGyUUk^Bx+nSh`+di%O`lb-_@fUrtdGG*55DlL9^h$`U|JhxuI5J z@qh0k1{;GS&u|A_eAOU&x-TYc&+Ehd_A%GiMyn?u@0(hFzt%j%@T9%{6sh^4rGL4v zx$b|wCs6kJWG1DD@_LgJT^(c&di>*0DKRb4b&yfKW&yhO%=p0`j*ACC11V=3lBFiC zQrKGd_SS;)`Vku(^me~7sttbqs9S$pGrwKLuWxTx$KT#lx%td|`*_eg=DUwy9AuZj z;{5Vx)2tJ(JCyq-JUu=A^o51aso&n*d^?%rea4v?hHsA=Uajl5{l<|28s7Z7qAI*s z%2Z43cF&c^^ZR?6L^_luPTuF90cLc5RuXVGU_RF^zzd$h)QXb z^Y>l+>~waf@$%DgzN@~2MsDP;y>I5XbrGrtw{Vlui_DB>{8GLEQ@yWW}Vn8>~9k&rXQ!Xx9aPqqbm+JvzPxg4qF}S zXaBe4@7Kfp_G_+RoTwGD_roFXU#~MSFLN!ehBrfnrYf>(n##n-#m(c9x7%}jo3dNa zgg<|3W}4^6U8&oD{P9Ir<*Tz-E?D5efBE|5hhNw2erIKybL-XB)nBbnojUd9bN010 z6DRvwdGa&f*k512^Tnd>McWWHZl}&O=WndR;o-}>omNc`DgPX>!Ys?@?v^cER{Z_f z$}N8C_4@tm_UGm0O?7=qI*L0mj`t3zi{Q^ z$K&$)^XvcZe5ZJIcX|HazD8#DS3B2D(}`U4ydU0%YiP7xa;2awYo=Z8u6gAzzwiIQ z_siSc+k>@AvEXN9c%w+JB3`{Z{v%r(-u?e^Du@)v#;1hyZ`q437qj zri(BBazEloI{@lQ&0u`)+Q9}IOGsdoxh&u>7QbZb%(*4+c0NBw{I5cQswHv ztkctUtNPToW@cGFpHuwgt8^^B;nnKzyV6oPc&W9$?UJN+ z3#TO(^Ax2z7Tg#c=h`AS7laB zmnI9RB~sGT!OIj{Zz%Q&X!fOdus!0K_^6^S1EjS{vcSjLCi3wwq~Yu$4W!A;Wkhn` zY>c&S$T)H8R1#=y@k1kHe8K7p0X zmZ|;qD6bQ6Hvk_=2`XD0WDfFJ=sTGd_&9rsED1UE=kEJDbRCbftvbA9&G-L(b4JQ41(Bb6BbwscS+=B2CS`lW%TrR@K+n&$xZr-#*s<++1t(bJ2*dV2iHD*%^k;I%3^6KOQt2 zWn5UGcl+JG-|vz(-~2M67M$cjgojO=$dZu4lX=@uFY%nbD|hv+mG^?LUcFj)6EPv8 z;^??)>(K}HNEap zRkaJ$-~KfJ{~z@yHo>5=KG6L-Ry*S=pH3~j?+5Ze7^`GBW}TRz`00%C`HtIfr)@rG z<<0*vJUDo9Jm?$`9yyzcvb&|>mEZ4{mp;ro)+2eB?=8EEv1$LTD3DXKva&AWamvy; zb-!L3)&Hxpe9*w0a(bHXrAwET?B@H6=|m_p?24f)$sOmi;c%}il))VkAGn}Ahp&PR!AZ&e{ZnwDpwN_2j{E*Ddm3kq)a<;cl zoQ03-I4lxh@~4egdYL%bqaZ>>{xI?ajcR|DfU4Ck+qRY6zL&J|#UsSvl2ErI>&pCnKi$;)=joJ|mOlFY zQ$<Xx|O|N zboy!4-ETH^+x&X5*r@JL#a(7Dhk~6ucfOHw>9KHHvT5_?o1F@M2^OF+CQ!C&v}lqn zh-=AsFr#gWzK3qq77y_Spi`_tw_yt+W^5W#^gNa>U;g^xPYpLl+sij@tdM`%)$1YP z-VstQrDg_t!;GL9NNqpf_Rp-zp_N4v$PH*z{S1s;xG z1&YQcZEb9O8E}=`JTnix?6ZD1p;K7>)TO1~PZu=vP5Suw_~~`K-)VtPg#YyX->>WY zkL60kn{yKmu&$KO-xH`K*8QW#?(g42t=y>>7r83lUR}1zmKDBVrQt}jhvTa`#pf=v zs)0NR#$aFi+yC7nxF5dui-B!})JLS%5mr1e6jEsyx!>_oqM(&Lb ziOcIi$G8OE7gG?lnCrLLoYAv^aGv6oG*Wppe`AEsqq5z}n-B@vV^hhMJrdXoXBtY!(o}pD zR-^1|I)7~@tcuZ_4ld)fGBPfJV-$NCe|7Rl|K&b2l|WaW%2Ym?SoEk994)=~bim;U zB2-RIsC~HOai4X{u^!2y%f99(K_`iQdB))3wDQvLH5)e?rv8glD}%Q0&m5g%yTt0% z{r&r&Jb!+APvz&Hd(id;0|SFfGXKh5yR25OT`SstIPnYg%0~tU1_jA#kCh95)!5DN zkuW^;0)A{NgTtaP6RN)5Oy6CzcjwN?x?eBVL1$a1oSdYZv@zmI6SrQ+?Qe`}lV{G% z{Gz77nUazsv6s`M;D|tnGNSlFE!qCQ3g3Upb=kWW^8#1hO`RUAHa)H?GiDpFf%5Xp z5JS?_r3o40JI7+<>82@n^QQm#Q*$$S``sr~g8e3LOg?_B6tPHp!UNWo{dT`jbi{M3 ztN}NX!gE}lc-vQ95S2b6(Bq=#v;@>bg0;w?4YUc}6TYx&GCVBY8S`smlZevA3l|p1 zYkD+FG)+9=+93jJeS_M4pe81?#aSfy=%m#3`-sJOQ=A>)Lu(A3wkh+^rgfjH(h=+4 zarfPdHSqB~2G5WQpMKUXi$YBBOBVAC6-&WH~&sTR;=k=R6{)bo3(+ zQmb`IjN__x>-?taL@GUf`t;ZDNt1+bCimN_n44dJ;R`Rz9hAhE*!_NE44Q09`S#}K zqt8FB_NHx&NO^T-B{)^?`~5Eah8a`Zg)3K^=Gab}+yb4DG7f(vu3W$GmzUnoCqf@9Y&PAm`+XAB>D#(>YfxzDQt_!i@%4X8 z|IW%$(o(o@;;ZSnpD8tjI zPpj6gxOC}K-tARpKY#uV3JesSo(l@=hLCAo#na8q%$A+G|Ek2Q_Z~>&fgN%|s}5Yb z?D_rA+Ym-X0_r?Iq3O!M-|yEypRnuix7)jOtDny;e`UFZ&*DMDjvVO(x0y3%Rxv6) zEU@^(B;afyw3B1vBT$D$kI9h5SV3Gd2-KQC;p*{A@i%A`r1JOM?N8V3emCjWtE``& z=l|DXX6Jiz1vF8zOXBMp1JrYQWld)4}A)lP4RL9eEBGJW+D#`m6-& z)WBj|T=6A$Q1EiUsoCpxy1m=?JFoK1#^Ya%QceiGyuN<^mMvROwDC$WS+mAx``4c} zMQ^uWKLt9i`v}scuON3&*Q>u}b_i2wIVJaTv0+BK1z-SlO7rOkZu_WewoX_h++ zlq#HpgD2Oe+^}Z|{QSaWl2xEp%uiRZ-#4kNi|cQVr)MYVEZ{0eg-1m@zvL}YX!W>q{rYQnt{{cB z1Qob>EJ++`4$zWhLidCc)|LMDe?veSpPtRmKeclCJgvRe-=}%&?Q{{-kCW+#-PX*&;9w-aWM1vJ zNKI|+$)FQIKy^;o>d;lIS3kYzE#Px1W~KNsDr z{T}=C;&{l=3 z7hhal{PbFM{?x76*H0anuh)4#w|w4{r%ye-y}LnY?G}AHss8%Wm8a9=^S&%&YCC!2 z#072v&i2C##T$?c-6Fvb#Tkt76zpUZS+gp7(#b8`ww=12zhC#f?e{sL^L-zEtvZ^t zvE%sTi6M_mtiCQj{nV%`xM9iB|KXpWovTplo5XF{;?k?EAZ4*kRlF|~+NBLFjGGd3 z!u8m7MV|MHqGztHjZQt7bt6u9f)5!Jvi6B<}ttC&7 zN$2O}i)VpOVp+ToX@KgCo?2jZv^MDajHf@J&!67PE&j@B%6^HhphC#<`5fV`_m|ck z4-JnM4J?lcJ;JqY!2*RQUFN3jtgK7@pmvbb8xvEJRfjgz;!A2qtSh%|GXr&I^aS>P zK4)$9n;?A8I@E*Z24Ozu#=`kGpi~Qc3>GdB2Y8*D3nj z|1AmG&iSHi|7sOhO_xRc_Qlx;O<=;8Z}dHMBQ`jQFN~{vD!Ovrx@+fGI!%#U{$a~y zzsZ}=+eNGS&5_uAzy4vKpxV+4F za@^jkqshi#gF(cEHLT!r-u~O`>;9lw)!2?(sncUs0?*Dgc0ZrJHSsW;?eg<00vA8o z@wjiYxBlJ`E-tQ~dp01wAlz_8+hZlulv(0gr>1BoZH!R4n0srBC;#u|&-ScZyLRe% zyWc+g{Puq~fc9zaa*wdMQsuOA_3FuU=E!JjYjgjq%FN9CeSP7rmdk!$!#?kK2d&zC ze=%)ZnX0O4($=WMS>bVUdU5N`7nL17di1Tc?YAwluCA>WHuF|&{p=qi=@S?@QSRTS z-Cs*{!XqO!^R`>-z2)NOR@K$jT~ihs8hYv4HL>Ysukt@^5B`67;Wq!j>)USo?ag0U zm+yc3>9c2ERaI3HZ$sW?aw^Gv5)>}`XJ2$PThv#ppv$OMw``ID8*Q{Cd zZU5rsZ$oAWypKL!mKEP}tNvo%@>?smJ=_wUTUN8bX>0KBqxL(qH~d|bv|)EyR_v?# zCF*bg?7C(5_1>!cZ|m)^Se?D%_t*c|ckdNtul^sK|6Anie(9|JCE&@DInV0vSKada zo4?}DwTbp}SKpsKe?C7x-q+Xn#M|yP>#eo__`Sbw0Zl9w?|GMF{q^6ftKD|lZ?5vH;-mAnaEt1{x^q*W9W?Va z*LiQgZSL}QqJQ2;o7`IYKm7my^}CjFeEnAz6K`@$^WXRF%im53c%Sco>t}JG4P=(7 z?&J30`ur7Nziye^CH~(uX3OoB6`ZAOw54>@`rOV z$=|+2>EFBFQulF}n#rdq|GE4t?mWD2H&xi_?_S%?>mP5eS^hT4r^;7C|MvN1NpCX?9ai^P*bXiIBw*N*@kFUFv!kU;K8fSv3D=J^_Dh`XF3xsoKIQyG$))MD(uD2_ z89Ms{vgIzRxBu*2zU!4Nvx3o| zde!;ss^%TzDx4D2p{SB2!+7z4q3+HCA7;o{N@v&SMNgdcjP~&fPL~T>nb2?hZ9?Yd zWiQv?ult?5*c?7^cfdr$!*${-#ieUvcbm;x&H6=R$--k6Y*k*orczmUY7G)jdnP~| zz38ogid%NYN({lD{X4D~E^<_e`Nt_Mxmd=!TfzxELJMl;V^la7owd3^75iU{iVqJm z*1*K#v%szVb=%?TJ|J%K*hc_7- zB9}gq36eI;nV{(0#!|a>$&w|1UwckgJLxW8d*z;U*0nW}Re?oCMJl$ou~}JJC5_%M z@9*CaS^*Ih6(u!&Kd6NXc8`MKk`%|RbkIaY(e>DJ(9OwD+U4seeEL*WxHBdwB0>W+ z)%Lj0+V7nG{~FMat185n4Ifoi?x1FN{&!`5D`Z7QMNgVuk6A3Pa1YdRf7vnP@WTZC zCW)qpuj6Bn~%acvDoNErAWun*5m3`#K-)W`|P?6144|IMV!`7`^e@)!jDA@VySJmGWHxA&bPzC(I zAdNBk1d_qInY_D-;o^je6A$*e9JzG)^386Awgd|tZAAfpktGc*6Q)m32X&pFJbNaE z-0KB(CFj5Yn4|`h~B9h~-?rZ|V#T3=K;T$^t9sS~ap>Qx?$oC~&X3$r&eGf)bQk6$k@%g1glbVPv18QLqrq63^{ zK*I#YPMDy~t3YN?3M^#ac(~};+Roj}k;Kua47!(BasudfWFAmL`Q8nhKsh4Js;R*E zZ2mt8DX}5ePAsNv9qG=9#OogCM3wShPKX@|t;}N7ufDTR2tP3<0u3Zbm8wwz$ zE7q>P$}P~jYnK%Pr7+(!fUF>$Q=JpeuOKA@3S~iWfB$r7-hf0dXvPSXKK_DxPaj9mp=itYM1APE2zPGM;|<|V}pF~KvGwe$OML{sHiVYE{nEq z4b^7=x8)po4uUj6bJcIx4z?me(3H~zhODeCkkWPQ{0Jz8`xs;e$(&Pix34mHu(cmX z%My^rJS@xZ=eX#g=VTK&fl0`ru5RDO*$pZaX3x(4qNZ?A&>7_AC*UdbB0%?p0{f00~}*T@xSGfjfW|V5PHWN$q8rxMKC{%LJ6deB1!C zf@IF7<7HnN79D(8ut8aH5OP9LpJE%lOM}LL(_QAmmvCC=6j`)@g1#!iB8lVzj z*)lhM2bEW^Ucm+ia4CiPSOH`O$s9=5_we^mcUMZv%*=e_D&TA&1DX4T1_GMH7A!dM z!q-8lz-lhZSszp*2y_ya^;fRENWZKPst6`_L_|eNRSO;w;Bm)M&VtG$4Gj$g&;Z{Y zzvU!neNeQ!ELywPmq31=z_4od>aR>Lhn^O_WQEj+kPHG&0xceeh|CC!ZwE?h!+G=0 zfoj7`mu^67LtM5AIXF5tg0lXD641DpibWD4)k8}E2cR6BEcK{U5i!au5DcnDFWkDd zN?buGH#fJ6u|rX!6PmcN<*%zc*}|&&);tKkA5e$5kaAY+?n?A$VnGu1rZuIng1g{Di;$M{`JM=+T6XBr@Zy| zF6jo{>(uqjOu2OHwr#JDfB90f*qoJf&DyoT_Lr8*<8Ev$pYm35X_eF0_xIz!7wvjF zE&9nh>-TRip0E9QR2(!b_&Vtdt9XpU)TvX0qNBAzef=I8%OJDdTPmQP`#);-&G^sj zA$#@eRnQn_(N4TYRnWHfDX$)uJe?Z8t$ux#>DME?=64k2`rXxhW+?RAeDe4$Q2+Q? z@8s+8^|7EUdSbU!J?=GsvShMf*UfM67N$zql(&khn{SrA3TA)5|Np*!zsmRjjy+Hl z44TN5DLf+h>$RkDnoA~P_DU%Fl-QE8wpXrC%XXJ4zPjMd&wC4WN$TZ(`MMv8bGF0x zNFJD@;nA9Sb5rWCjpgs}1qB2MY&ko_F!{^kS<$QZ?6Hx054(JZ!NJM$?%r2}_Adi3a9qFnW@b&D1`oi`U-Tb9*y zFrcfe>qy@A^4VefOb5PM+T0+^b_lL#J-py7lPNxxb|Uyv@qacFvps zE1q}z+^YLdfA7uPcKYnusb9W)*>G#+or||_-FjJC&r^DR-SXGm+vlE2-tv=O9D1&Q$y_V;&+ngSY!7~(wea43+3U;C&2`!u{JiVomf-#2 zbG5%MiCytF`1!ei{LjB`nQK)Zc6h$~CBInh6~((Vwg&&_|Mx$>)OX=I(cRJUCbxc` zUwAlkc}rD&^`&$3yB}5h-Y^tj`S(%&@_+XNUcb(?7S;cky(43L@JFFnQTfNq78XtX z_5W-9;nJ=9BDMwppT2M%XZg0+6~${J;)Kge&o2G6uD85;{P{@u07O!a?~RG4&i*TY`|j3JZq}6sKmIrV zVefpGr_st)qY(4Tr7ZoKEwhzUn}BBNMwwU3SOxs_KHaZiEMtQ#i@MmMs1WpOPRC~@ z7b#~4lOjO@eX;lz{hUi5{0U%}ui5a=>WbdZ2Tj~hHXfIo%qgt);@iPBF*}3Y`eat_ zkK2+lQKsTSqhRjz|G_I_zxFW-NdDVD$v@oIKe^SyOAjY%J%Kr(cG(1`l+S^a5*ISuzWlx~>Hg=_@$J+T! z-Ao*06yqRma^waosI?}<%evB_N78uN-WMWSOdC>9PkZTZs<@#(C_y18OX%J@H5;}n zr_!BES6eDM@+eAmDC20Vinf7<_5D9Bdp2X1ak}3HGtgB>bv92XI4}Cl2QSc7EVzOa zH8eCPDEC=7)&D)f%>Uw0i2Ld3`qLvfr@dUi+;_Iv+3)amRSJnqa~w~-{_5rG>iRn< zI{Nm%s1?trg68;h%w~g@z3T0JGU?m(={k{0>T^pb?YNtFGkt#TlOw|ZJ-_dR=A*zN zli;QqJ>k}d#O5herfktaE?1rNJ6m?X{lgYvtG{!!%>I6!|6gSFRjq!TPaPs+VqS4^ z^LnJs{k~5C%}ww5^XYWb#t5DttHDNrh%@S`+(8p}{CL#;^l`uaw8#DSaa~b9hO4z~s%OMIje6j$1A`RCvLW{UvKhJE*=jQA*psJm-}A z6ak!lhdXmwgc_uzggT~3#fd1iC78elDbN~0m|d(}w{Cr50d+rqeB#vXa zI@aatjVu8X5gFjl#nY#tbxhECdL)k=fORh5>pDE4s}hZtUp{HaDkM`3>OFuOnGPy< z^0vn@ByqSYp>*XT{aQ#zJ|r~sC2NOEZthyV3PFAb<0B$)dl?vrEj7kh&zyT)yE@uJrx*5#Kb@YElib_m2OxE7eI|I#ft_hh{F;l7>${77h z=s1r5ou_O<4uOFaK`rYE^TEAKES+jlA`s%m>{AZLs4lbqzp7)-*|cPH$S@|fkt@X>l(o ziY1T3!d_$vES4FF&eSM+AUXWT+dr$7ip*yB-o+d`gLwXkaQV(gmVl6ulrL%uoX`O@ z%=`^1s9IbOV+@-W?7jGdMJE(xijvxyPz~v<*`6DTW`I?eZ zgAKQThPyt=F_Yen*=vRjYjvo z5FR~x6g)r(87YG<0|KRG)KrQwKE|;9HmK(-*YA#{=L;z*A!CDD+S*^4To!=_i7MU=$G-2M-Ffva;eUw?7nC!kq=GK@=D( zY~=QWmP5KA4Im=|YeEKiJZ#Y-C%UEUn>lYhT+U=YHRe!gORzy{ctA1|bRe{_a3iS9 z4hRTHz&;QPO5H-d^3(5gf|giD=uFd_9$S9b^w)d%)RY6$qV^D$OP4M!*|5RjMfR5r zN0Uk$xxXha)PmOg;!I;&OplNEPw%(;rBU^sO~A?3wY5%1S2tBYarxCNS6&=nv`7g& zj@gDX$^t9%(32f3Ixq%MMH}Dm{~vd(PgYw}Qu0xWRqCA`g++Huub+H&cJ|`$sEu2} z6)RSN_FZ|0g-tUtGdnd&)f+UJFeSF^rt7`x_j_OL^@iEQzD&1BEMdRhpryq}lP<>R-`?h1V>f^0t*KL{bX?8iT^(ClxwB&Ly^dR= z;^N(B)3{g9)rzRHnYUs~uy=0m+LoY@5S6msdvBx7?|=R8Y4LW|s#QzYuGQ6hd*%Lv z{N>+@SG*1Wzxv^};+-*y^;o9&t7>a&`)_?MseQODc;}gi1ua+oa*Msay>Gk?@q4#p zzOk|K?fcuGJ$ts`_3ImcZ=d(Qe&K2T^clq3`&5wVJu9Ia_U{~K4j?#AS@h1>k+T8oQ_v|RO@YaJdQ?tTT{!Tx#j z|NqtNG_UMTDu3PWX8qr?!~%7O|C!R(_&;y2+?UR(was1r=qO|xX`EB+>$f-bLiB?E z@Bf#*cilDd(`B#z8(lGdcy1eaX`krn>_h9;?F^Co{{LP^{NbaYX9et?|8Kvt-1Qc> zZNY|1?wSAJ>J@%H?PAvR^R5?n9OEfHd-ZbJ#$DIAr*$V)`bwP7-kb2YY3tjH+-2X~ zS7c9}7kBvW4ZSOd73u2?tE<+Ezt491|4}#YdW&1!>y@7w|8H%$wJ+fLyI1eudP3F# zTo-zreW))a@7w(B^6PqW8Xj+3Rt7JBm3sWiBCZh7nZBUqYQLP`FPoh=Nj$#BFzUUi z6UVd#S2<_d&s=px{MDny$<|xv1*m_2)v`+c?Ui4D)Zf1P?zVca7uPEl(<=u(_P&ds zpC$Zi(V}GQuhq)A%l$U|RX=|*>-qi(?q7cLpE+o>)Uc(Zv5w@;4-9&I_!y z_!K{f`H7N*>s_BWKOAKhVn7QD|2%hD*fq()B(i4VyDQ1d?^ZnS-6gTqPH?f^!6*7D zZ+QMM4{)wc5_vN_<#K5M!H9?dwSR)H^8+=mRFZf!=SZuHBTA;ApMR_bEgpxoC-AM5 zxRJmA@2&fL*0qH(RC#^X;JUh+L!nPVAHDAltMNfIVpo35TX^gTONa6iZcuRvkpfqy zkjX?)hfS0jbguJni*>ToAg5{Va#bGnwO0b&T}|pmU2T((TD^6l2^DTi7(g8~B;XU?2ibePxN<@aCs zzCaI)vc={Kg0-Jcs#gVuJk-?I_U^yAN=*o~Ht9*Lc-(}I$;YMkEQMLbaBQ)H=(0#p^?y1KgMa|v~ve>?4$c$~oX5OLZ7b^`v=+Mm#Ns%QC3I|sv{)p+fSNwY3R(;dq zg6e5+bWZMm#C6i@qsz)wtGIqdu0O5%viiO5+W7jlX&ZTJ_AYaix?d5jFSb0`NZohR z8Rz94$@goIPMRimc|UY@u*0VX3akvAYrgJ&zvNebz3}&2rHtz>`D_9{{r{uBar(5j zKR>q!Dld8Ru)cHorl48&{~~5RtJBbpuagY85mci$-DKa_X>mEVzr9|*Uf+2%sq+_X z;78$Szyv0thO1eoRl*5I`<|s0+WuN`<^S`e4fA}b-HAE5`&Id*(lds0x!hupPF%af zW0SvKr2f2DS(*PT=9!$GtF1e~UT%xU(;LP9U4fb%I8qzP3dn2_!{m=YYc73x=+1a_ zMNcQY_rI;zyVfpAS^oG$Sb)M!^?3`#^K;jloc+Di;_J(FrM&Oo?i;6iU6`L6w0BL~ z`DtgI`LEh;StBWF{q_67IXFk^G#NY`uATAGoM9KMrMI`__xH-mN#EP=dq2CfGVtxr zCD&%x-YKm5cYz4_>*iHefKYA+sz9&;4_ z0^0!P;S1_0KKQ#+oF{hU#fi!HYgJw^nf&FB-ztfvZFjp!tsePFMMUr}$_Rzt7E|*Z(NK`0REh@b;;xit(SfZt?isF8|W?(q+}h4a_Q^FKA9G z{BSVo?8(lP-xPi!%tb98STz|8Rz5r0z4Y0(+ed@LmhCT}S03jud!E?hM+Z0les}5j z-^fdwGA7O|UR8O}>7%JBt65I&)Mu5SzbIv9PBN_9BXX~@J)&&Wb6B(Vv+?=4J`4@d zN_Q^#_V4%7k8fwbtzPo3Q(d+AQ;Mgw*_kWVo@a%pR=!wR_0i1S`}8CKIz7L$;_=SO z5BRrieYr^Vs0K7Q?*uK<5zd@tAD@-C-+7Oy=-l{%-KG7?o5hz{ZAwe=c&0e{>!S8I zzrO@$&N2@F-t)=SWXtx`bBa7pC^AIv{~u?h<|`EK=qR&Y24bMY7O;UIu3YhYyZ5`- zu*+lpZ3T8zvubgQ&#BkwWs*aSs@;uy?RT{zn|ac1%DRzIQHbEWBsy+Yqu|X zcyzkUyB)zY)o)cLgO|N{G_7~%6^OwNEubwSJl9Op`>x!n-CnVJ6?5EayPqkAab+tb zii=btBQ9N5O+Li3_lJ$##v3_|xixX?^&&Fk)^Dl#*czAheqZ#Z?{|WY{vKU9Y0{7X z(6WQ!kQ=BsDAs-Sg|7oo#i~_Ho~_%x^k#g;%LCW8uNU!|uh&=m-Sd?NS6EL_)c)Ub zdv2d%j{op;$=B8EzbvYnvh@AF-6?Wbu10*8E^n4D-FW|jNcu4er$>sQt7YMfMxcf6 z$w!}m))fBj<>mrr&Co$#yrBR}@~;S-JOl+{bIz%IXd#O?-3NU--G| z^bS+w;Gn6mEU*6hdVSaQkjr=Yk4A@HeS3b%+g+>m{GR^#G<{O~fjPlX7Co7ywUc9` ztBj&xvWKEP*1CT|y9k5Cg35=B8j_~eK5#g>ziyYsv0m?=-(9}WDFQ8R{#5tBI`i+h zXizlIvilRT=c!|rU#G|I^820Z7djT5w=sVDT^=ZOCa(~*=kynVb=%6*r`*5~u8PVWAtmHGFbb?lrVXW6P#r>wSy z+Ae7-3=i$R{&dopgUye(Ts^57n9T9aNe0pnLaw-=gQ4N!uR&d>#pbMmNvF?G{$u|y zFsA=sG}phPy-VKj%0BZw*XYQ^qgkTI-|c>VwEU^)rEiD%Z?}J)Z5(bBz0KpicgTC``#p1oYL(I)zzwcCjqf;cf zsL=v4ECX>BXpISjg4-35+TQ#<3)|;z=9duouuE%Riq9MkG3%8T>D|GrCM*|w{&c$c z?Nd{e8;drm_E1>=Qh!`n^NBwDFW-(hxyYxvsIsO33fea)qNMdi@<^Fk)8&_k%r&P=P!A7?e>zV-TErE=WUn%cv%0E z=~SPFn``^gq={c9DmU-D_U*F&r9CB?2R`d+hkKqr#lG~>L3Y*J8yo(=w=^wU5+~pA z?q^i=(%idNh3i9Hmrs4`s*xWW`r-fa(A6#f^}x{^B+RPG(4jQ{x;C%=ex-Hoazgjd z9}e1D_jjwwo^P|B%&F4)eT!k*mlDl=Pm&7vntMlGU&DE8S?SlTl|QZ@uJV*O@hIy5 zv-A0t8HOUu8xsB-YlnG!3JLe<$>sxeC z&CS$UzKhp))$I+j`?VtH$Jcz9JMVVnX(zDVTc(!z_g{5p#be)<^)Ht$$X)aE=c6#z zd-KE=>xgaSl~8#3_}hiOtI9&Ye=)xF;neD&vQL^p#ouioY3lcXIS&p61~q4XO@@vM z=O0h}B_1zwUAez&%a)QlL)+Ln`)%Wk&e=?!XQuW*!Y;;3FZlG*OPkVqubiE=^!fCl zV(+&a&p#YKGHIIFhdutHD|5{5`K!40`<bkbJw)NKUQ>Jp;%?e6#TLO^OjRB^I|UiJUB_vaLSGl{E5<<$c{zwe^RT^zMI_ z)4lgReY%T5)FA)%ioi!JS7qs2{p1b^3tjUnNp72LeD=RT-3R7{>FQqkF#o^DzADECE~=S|slQ{LlYWcsV0%geTW+;n=$ zzh=v~_itB!opfhq@X@jhj+6Esf4Aqkr&3^1;0C$bNn6=sW~{orcdfgO=Dk_7He8SV za^UZz!Uv6w`%k~_jWXPpd)I1Z^&ig6S+=|PmWR1dTcdL~So`}K<0G@Ct9L2|KIT{{ z>kL|rjc5UQJpKIIzqxO1uX+ro%B9kxzbVH z{_xwaYwM<7`oB-*n_Vr_t?-zlm0M~)x?b1z^}f8<>aA>*?b3c(?Q3&nI@`Bh%|7z= zM)D<_^1KVzb#LCBWSl$eiO=t)5yizv-v}x8CFF@LnXsbJMbFFb2y}~3r-XCoA<5-U zBITzVSRQ~%dQ;anR^#2*M75c^0;iqvDU7R|Iq&n4HHWtgx=;KZGR6B?-fqv!;qk0* zk3L+xW=dOl+|}-_3mlBp{HL7(wXN6howUfpl}GaM^=oSHN?-rm|6++;_*$WSSJw;Q zUTsZa)eKE}6)_>`@Q0h$JX@!m)wJAT=k2LnQzq)3dAQB%qU?6>+x_-kuQwiF`txzW z_1<^c854FLm!JM?dfcQ#(RmYlnE5+iZaak0K2@1@WWP1rl7?5Wvi?RKIr47VgwivH zm%bcizqBc1_ABfMJzHL)(ka_jCD`#h^_P%1P z-|#4;bgRj}f4kyB&ab?ezfZ7)E!M^*tHfP`w_ie{{>k!%6$r8mJe6 zmt`Wl*PU%mA`C5_XU|UhzueyQXytS7cR!zdU*kM(JTaroQ~T}G=QD!3ckhXL_3X^V zS2N#xoSq)Ps(%IRHhD{VYVwyC2h2>bK8o9_wdU)s zUtfhi{keaEE|L8*$>Y-To{5k4-&bFIzjpgxgRdvme^p+Uz8V&k^yL}2mDFGmFoCH- zAZlN%*1cC+C+C=G8dOf32JY0T>i+1BU&2@I*(vhp)AS_kUl|`m!e1*MoAvC>T|1Lo z=l4d1oS%{qHBDz?+x58X>(k%t-yb2GeLrJ7 zsruYa#dhtG)`xF|{h$2j1ebu57b>taSbs1x?|%KzeaXY4;zuVE1jp@BZEe>`b4gCJ}~`3!koD52}5w z`{?El&-(YPS5Ka0{cg&k-S53l&fb5ca@!x9lXm|q_Od+wT(RWk;r@UBf43cb%epFZ z^N~q2H6_`7FC5i8{^MiP*)vbpdN7n0+fO-L|HJu){q;Y|ADX7r-Y|Ii`(nF@dbP({ z^QB#ZUFFd`uiPu0e#QRxnkWCBU7u9?W@FOE;#=VUZo|YKM(hpqtIc-E{hDsF=TFgr ze;I$jMSsk>y{!Eu^P;1B^Y&J}e$}+^S$5W>WjEztxbi-JKEt4{`us{x;Ynp4W}81< zxw3_S^KvftRo8=mH85U!zptA4R$7nL&COGnE$sx=Ha$|Bl8fCslS3X9)OHVK7!N}o&=f$Xd|-~dfrTrgJOHp~9EPgdSuUz_M{ zEPJL^{z#nkz1{xB!W%-eg(-Sj`{vtizBl<Vn+#-JbDXY;-^oqWddN%8KZd+YXYSsSzTx#FtG?P22c@1&+O=GumaI$ob>SFu6v z)aC2fuKk;{H(bB4M`~$z=&Or{MN=%=c>G=_K1mXFuiU>oNT&L|YH9z!=v!gy-h7#r z{yA;s&Y$@~->(EeviVFqKU7TUf-0lQP0m*KSE*Ovu6w5 zUXgKHY8=<`qWt0W+PHXq)AIYu??P8E$-Qeek*{^hyPiLPj5j`g#%2@$ufP7)L#fh- znO8hEwg;YhRv{*9w?3Tz?(<*YlOM(HwaSqG{ovrF-?u-je!k#*G-<2X8kHoyrkxUk zIBPVyAcmlzzk4b-Jza0!QT_T_!*!#6E3Z%M_j#?UtZd7X4w`JL?QO(w9io5lSz2b~ zo`_k`{>045%E`%}Uio6m0{i#(_C!YQ`x9iO?x#{_{Y5W3dUx3Onp0MfIvQ%1J$n_z z>cDx)c&&Ek-(Q{8x3?`|T{%fxk3T!M!!9)8l+6=?lQT>_XFWSJao2G<@$Fg`WefJL zpI5i{itW!SBKHb+FX5Fs5)Cf99C|?O;T!fVE5~LiKVP|a>ZaRy({GvI=czaw6{N&k zzst{v&&p$xVBr*tHIkCQ+IB^KnNT~wX4Bs1SN8m@(p#A@>)veDb?$N#rDpre{C=~z zx-P|Mp31gAf0pzsZjGI{$;kH3ymxQ6WG$5|JHNNCx#Rlk+bb6GmFpO-R=j#9-xk~U3LWndbmR`?c>lM{U1sH>kZTXyU;m%E?B?d9UvE5qbaThXVCnqQ zsW+;=cD*c9_;qGh_k;-4HBFGc4Wahu!-GJx)XP+C{C#_Oq_O(d%rE`(aZ>qH(InqT z(r1qZCT+5inPizcDelT0m#n@;2_^pWM;}j|=5K$s`%dL@i*L8Qzppwq!zMDPwUtxe zIV;22lxMb<#mlG9E$7#K{Tll(=JuMx!_4;Lp}=J~p6lmD-|Sqz z&P5xGz8Mmi_&idP7`R)GvI16w| z?83>a$)LIX!<@}a-~IirntUchbLX$`mmYkT*z4)wl2iN3;L}y}rHQcrsR3 z8GK!#kh;0E_Cvzm+n%}yuPvSJdLx^MGirv_N0z-UQtK9d+xL4(?oY12^^f*^V6x?b zZ2s=xVbx^tJQ*9PxbAzJ=flW!Hraid4~+f0O>Jv`3+sjdF&F6g#9Matw7>2?`+tE^ z`~SJ|KfM0sVf&-Ml^Lu3YV0!qK9eq7AFqFN`8=uZ-w!=6>#jcB=6Cq*O3V3I{`gx5 z9e%;8>%l88_hHV~6&ckJUp{~M?aHFAK(YV-Ed<)0Remlp^vaCg{K}o3kM4%8Yk$M-Cb~W=@89ety>hxU+vT)o2J;F2ZeVo0{VOW^ z=-#}!9cT4254W-Hd3SGzqg47ip6c7SSFbwG_m?;Iy7d3o^$pkAzl1!zTmEuU$lv1g zo!hreo+#}a(`bM2mQv!>iFTwd|| z6;s>0?1(K9bKK<=SN2(W<%+Eim3e&ZrRw|g{gbb~-#7hB>@k+y)m0%s+s_7fzh2m` zlKaHtqijV(1Uvu4U0p@CcjmqNx}@!|aKF1zzf}-d{w~dg*l!P&cimfe#%CkH^tH?# zwp$~Lix+>HemLjMyzVtKXM!3~lWI?$y!7Gz^ri1w#gA-1d|{n#x0v_OMMozYeoQzS z+PZS0GVkqsAt~P^oRSn!2DXk&KDzwflS5nP*nfXjV0hfu^1R;JRey@JZrH^~&yKis z$;vkW?73-^(&r2QKG2wS_SB=l4u>{Ad(!cF`*ZJe`hM44SN;-@7rM`PT=x4f-lUT! z4Rau8KY6f#V*0`R6CUEX-h%q1y4U}^O42%(`Al$yw1C++S|`tnx?<|w(uvD)a{amC++XVZD^V@$*#)8TAp)$cgTD7=dR+O z-}LJ>znnTjh`t-1u7Lz?tz@1j-n>*Kcl z{ag3Z)U>qDP}kQ>Z?8+&IcxnFydOiZzWR15{dM+}$5TT;{e31?SY4a6UH$*RjW=@& z|Id}{cb^n=j8Vz`z5ddx(J5bMtykT=)bmvLuanaj)ooh4pnr$;vCH-KQ&Jpxj`m%D zJMG`kmqkDHYE%APU^;nrgL>S>Z=1YTpZ8=2{l8Ou>DSw!lQV2AGj6x}+fCh4SF2ik zpkYUTx)J!0a-_+|7MIBpguRPvbaglV-1YiMY@p&#^|>lX#bY%x z|NfHP1i5K;1|zE`1E=%XnxNL@TbIvW*BuNR7u)%XOVj3i%*GpUHScb%@^xKYvuBl; zT~ws1x7p5=-wAFE33;ooKU065^`+?e8&ji2D&FGD)Ot0h-2L^e%apM#h1)bF{_yPo z!r!m0{q=g*^!RDB%(a5i#HVPvN_51a2X}I3ZG%BoE=pz@X z@|*wM^fh08@E_f|xkj%4iv9nZ=jyj_EqP|I@AY=|de49Qbqo7bGxt_WZtVoyc|?{~ zlVRE8?Ci;}B#l-6UkN@sYp(2vs*_8ncg5t1b~Aovkvw_z%{124tH0C)a9<1Yj@@j% zX8!glmra+}DB7Q$@6+=lcp}%{OII$Wa2bj${;R!m;mWJJ@7^xFvh-A&S!J!~%s82{ z)p}mOQgIr>?jl~9>zvQ{$j+>;J!Su4TTL zTQ#e@&I^Kje;&LdOBiN&ecqJ1>F4>&OH*$eW#0WV`OCb2&lfmJ8~o zOf8PwS@Sixxn}ED-|ruE*5|+dmL7E{Zszt?UizQrozUA`eCzpKsn}V%V#0iH)8AkB z=Qob7IheonPyBzO>(TkE4a2O@8is!TayjVlCGVh$Ycqp>%)Z~Tcfo-Rx!_S=g=wH= zR0n#@Z!PkzP1^HrN>XJ`bB;Fc-spZsyq&$4X2)5l*m zn{u-E)_i&V?V84*YWbJd-UO&D6S^k7ecS>Ss1XbqWcl^1_eCo_4{Bk;f-|g}~ zFB|&tg7c%Q?|aX+u3V@Pkm+J6Gx0&fR+VpJS;Plfx#=x z)5S5Qu*D_$<4>y?!NXhTfAXK|@B5zToA0CSzYp10?)#blC~mXb15?xUZu4j7`Mi?I z%K3U?k?GZ4;#dBJh6ddgxff8g%4I|K{yX2KHy!TU9Q1F=6uF=d5yO-o-K}SL87!@8 ztJ}BF?Uv2Mxy#a)MW+6lz%Oe1!yPmgMk{S+hYc@}U2RxRvbB`#w%Tdv@xj*XyS4 zne0C;Wy{s8i?{<;iC;;#F1&1dxc+jf%R(8OJpo-j`(AP}T)d#J?_9UDJbtgqmK~`V zZ%O^ENL?zoYW*_yqraA!tv~Z~W03x;i2d&M%irm)Dta0)S>&~`Tkn*A|0^8$1Ec?) zXJ13T(BYt$(yLuJ-GA_*eW}+m3#S@E=ZfIKVBs5 z{n2jx_4x(UslIpr%L)EWo9wO6U$e#U*Y9>?*+7+Q-hyrX=~+{H43kq1?3bIgZ0UW^ zpUwY8x{qqj-2Gl|OYURwc#mUxyE{y^wcp*&bVFY|0$Kw-Q^xsQslI5N$jUWqu7K;C z7kgHPU)e7=t!;YTE0gxNq(ZBu=f7S)T6w3iP{ zOuMfd&+U7~uNEw1eRRf0cyaN>?Mq$P@VOuO{O(m&WbKQ@q?2c+EV@5WpLPGAr4hzP zK~{YyTsOMQsEVKKPEwv)G|@@ssGHVNK|>Mgl_Jhug&@kE=cc%n^EXBhE8X}y&8yq* zsm=49%@lXqB4yK)_|NVqrLA0qB3)}&>)EY*_`@zTTKVj|bIyWg>UYy7{$+pun(4}s zhpm@xOI8#MF$CQ`aLC89dVgJ2q3PC>e@w6L`mw*Dbn2C@6}$dcUVXM#{?yl`%^hz{ z4g9~`h3*Zwx~o@Ujl|Lr+m9_3($cO{(y6y)%e}4&`+Hqv75Dh}a(U|?$n~gaIuw61 z9Pzz;{4-Nm;I$^Ellz}ZowO+Na^h26zU%mUo&22n{8=xb?b>iXaKhAUcE?XLI&-OL z-xZsj%i55#q{>{@c-!>2TQ+e&vlg$mRnK3Q`R?2E(D$p(U%&q9={x>wCoU}V`MZ!| z>g4kG&qZcm-H|-`m2BwOLp|rtPo3_4bM1Dor^5aoA6>=0{+(3sR-IeP0`7S~b9dx& zxMQKe&tul}^Wx|I?O(n(UhX#))a>5Y)YMWXeuekEzS)&mv**5A_WaqcX&bH^uCee| z>(`ld@-TPm^?f_r?tNfsNLl!-HE6HT)lbI{x1E~B^|i54%XZKGNxpiv>qE+~{0Yg{ zGCvtSKW9>t&u$r;n%^5%K5l>Vx^nHKlhfww|CRrGXA%Y}ll=(?1{M zpKz)zEOJ9twOss`ZBess?UE1Ly6dFw|L9%5`k7|kZ>%-qpBI?!iMMGB39WZN*TOl; zwr-Efnc3=3|NmHSQvbhpxmoUP^V8E_|5p<2{}CbDDM_w;rh35ydJ{ zdX`(PW9t%^OYXf~6=yeozjx{P*Xu_nF?^0&v-;1^$zQd#pT73h`}pn2;;*t6#&3!~ zY+(9(@)xHww~Bf56mAAL%~O8Uh0FA>dUxN}p1*c|=KGhs)~?%ndw%}sA1N1SW$nFV zmc6w{@9Z^sqX5gg>2{V$y$?5R-eq8#IVr_|j>gyG=UzYU<)=)0dfGbw{;}RoPyOqK zejjL@RQ-^3Qt6L}hPUNFPGu-#D|csf>D|69EbHBF|5^8H{ofpJ_gIwC>16t?w6{Ri96AUXu5XJ?P^D z`=zN*SNY}Mkv8)Gv_2S$2Osvfk|p-V+-7 z_WaX--?l&c^Y*8;=;x0?*YBupo|bcgb;ZxstCws$DSPew>Z;3ff9JgY?8vKk>WVo} z;+l%%6P@(D^o|6)(psH8vC{s$_1BZPvNFH6l&_kTxcwBP^OXyAu0>zwF)t0zb33!` z>hrH%ukV&GeRQyWN$J~LZ~bq*4f^#;JL&yp^|bxsC+BvHfDUcPR!1qM7Ktp`b)0qc zMw_cwgQ~yVg61mbhw|keblDd5;?)VPIpG7xj#1*}m5hQun z+FVUO>O-Z?qgj^0r{t?VE`7fle*UtA&+9JHNoGYV@^d^Cz;j1OOrt)*Ry}wek?<1n z;|l6XS5Vm$a>M*zUr*Yr%Ej9}MHhw`o{A0@{!sNTb9v|IOWsFjO-=pLc<}YtlaqW+ zKONj;G;?##Y@Pd2;@_-(S;$sN*qMf(uw(wLayM_POY$*`E>XXrqrLi2CyZoR#&(^Osk!Paf1uTyU8 zFZaB)A`mphQYcfAaA+@kr<}8Ob5qD00r!nlxsGoM=~8U{{Q8E+QVXTFB;~0|9*TWQ z%2OY8G=*e{ED^Zw;E}R&Lq2F>e{x{p#2Jmt7X@X#+vPpW{+GrB)7uUIf(-sv6~5WJ zd?9<=v9Rqr5s?eI1B$2RPwx6PZNv4A+4o~?dFD&?<-2%>9g?4MR?L0l5znj~0cVia zn^U?L`ctuzQbOit?c$O^<;?bNFe;lJW6Is%;-uXuIt}+Hs z*Y90b&tq5q{C)rE_T-{X5i04oOiu27;j}UBNZ!7lbyIfEDrNNg+7h*6l~dH6dmEnr zz48BfrM()T{*}pBm>C3o{{P{zEWTe?wKBWx^di%%Rrgj_u3mNI>YcweEnju>X6`KM zj=NIR@|#C%%Hgt`c3bXmm~=qSZ(>IDUbk6k<#JKmOJ4@9-1DZ$Q{FtUx_{-~?|rY{ zgEvMdxQi@d_|ma_jnAt0JDj7$^tgOfn%TV%#;?0Re_LO9QKYJ3({r!lCkzr(XzW}|m!T!{b5e6yWjHq?C%zkcFYS6g0vTv_`^(`Ne@oqF}D zYUbuOK6XD6XV+}p=OsRW*XCu59Iu^;*X}*$%)ApyA{g?i^?0?iS@zA$J zS6*D)vk>ISh7}7GSQi`z%^^hX|K+u*&pxiGzI0v0r9=Oxl=-(mir%_5&hAI0#=iAt zA>I0Wc0O9FpzX^idDojyK3I#rU+3cF{q*wIshu;>Fla4d|!>TDqkGF8Z_te1kJ_XDTfl4&l5J(-uv59aIK}~ zBb)c;lZt<32K}EezVx5{f5G^}-z?Yb_$`-v20j6~A!Fl@kZ_h6(?HeQI@z}1ga4E7 zyR@HwJh5&1Kkaqx@?uj(yy7e3-Y~NtGr1Duo4YB&cWcd-O9%PJO8Zm%e8A>ce#z1JOr(zyuN?Zo%p|68P?yY=_b9utiC4K>CqFV z*5s(7hcnn7flhyADr^a{+waG6&f=<~hQ~}9)|KxH56bM^R{DC$v;6HIuP-fqdwyxZ zwEEG08y&ILp^Gw;ODF3&)Na`nwC`4c_B;dcM>|2qWvEj7`yj2!Zqq#K!m5tk23^gf zSLVQ@7+DlpJlkDt-Kq<=%b)3JPtGmXO2&XBg6NdvDi^@`^onKfkF@2ag8*+8A^#q|Dy^ zSRb26+N-#LtefQp3+0}1Ff@crn3#5XZ^P9`U*Bon&s~=*f9rj_uI=uCABov}<_!GX@&#$s?|1L9Oeg3|c^8%Eso|gR1eCM&miRY+R-{U zv#wg!y#7;XNL*p+18%d~DYEr*p8WfDJ?Z`3=%n5lk?NHb`a2fiP->gR|NQz!N4+lH zqQFmz;z!wba&Xx$VK}lTJml_WfA71K{X2J9i+AbFocU{VS8ts}sZ;mVjL(4UN``~kS1smdCMc*;{f4r#j z`)yyN{LraazC1Xr;F}va^KHC$5M>@DKO7pU>+Pr2vU_K2B5VIG@U+Nqnrzh3TMz0z0gMWx*8l!vdhR%XAf z$rI?w`h1W7Y1PI^mv2%NmRFnmOU0=$=l@v!WW}K?kNrI^|9;>7-KFn zo(XFf_dU`DpT-j~fhoxKS)jY;<2N^xHr`bEe=GZFSkR?^vvw(dJ=%8b+s_4N*SEFo z{r6Bc@^-!lbo_bh!XFF_2BxO^Q(hfiGcB7>S}R-Y3VYBt{?oftCVQXPzA9^Ke|6R= z-%nT6XD?B>tjFGKAKqv2L`CxNzxt)Q_iPIPeXH4cgV~<>dGYR}*YD_Dn=@y|AILT6 zpEv#pDd&JxO?sg77Y%j4o&EpW%+&MonR1oiQzkc`JNqOzPptd!!uZvhIg@{`zMAqp zbW?%vR+BAd_9_1EWvgAk$<4TKCqHG@ADdZ*@}NsY6u}cxLYCs8W?N1*UCqka?-jXa zS=6jshom=|pG}*Xy!lninSZ-aEeTY;q`v-hrPJZt#!J8b`>p!@&1RL~TP`1&HC1%# zTR$_mBNGno3@q||62tNtHpvC<$ABs%iB0+Hy0N=L-tBnI_w&PH{-vu{d3kwzKLy?P z_ww@c(+3)v7ys5{w7u}@sCZEA>9vn;?updt`?8?ebWQ$;Q^)WBS(2|;yZNN*J%iI1 z&++V*v039FzCevfcfuW>APxqGlPff=WBqRI4bj)lTVJzpUt0D1l~bn%giuUF4H6!(9Dlc~AOLLa#} zjmK<9n@-%G2sR!G1?{jk6V9AD({W#cE9kCwYg0&S>e4zLEv;8yYCb>mU-E3* z?IXcqVjqk@^V>ViY2EYBntdnnuU=@r)b;x}?c}daSoDK$;bG6LKaVve1>H9~@*EA* zk~uH(NMq-t6>HYHKKpC){)&3`>ZMmN*M5I}G4%Bl^ZWaicZaUy{IzTAl9cMiS1rOv zCe4%kU}cE6f^z;g^UB-p_t$j?I=AzIPqa0vlM73^u_5u(G3ophCnhSVK0emFE1>jh zXt?CwogP8=c3IiJcX}M1&%P&Y=EEuV?+UwWX4!@FQ6vwfp_VU+MEF-?{%MYEz$Wm`>&#@U=(|i;|gU7*y)X@crgFGr45<)N&pMhBsT*l+2bf+T@`hH{XBX?U?I!@2{NtbnINOu2^J{k<&C0 z{^@(S{nbd4IfYNe<%Tdu-iGBb7 zRcrp=$x(14v7I${@w{->mHPYt1c6Rq{1fD0ViJ1o#HRgsbc^X}U1r-ZZb82#D6X|ydsMZftp zxP#?k5_7T@d^B0$-6QhGX+9Us{yqQNa{l!6)BAqElkWY_sd>s?|M0T^dzFKqpPBGy z+JVl)>3nt$^JJ>mm@F%Ow{dyOjkQGwCe+;J&U*C0N%JJ`ztS2d#0{$;`;pH_XjUM;&`+0 z-u9fiDQ534Sg&EP(~?y=D|s_%d+ENI*Rk9DHqDYg6nFnwT=No3WAz6=@7=!U9TxoH z=hEYkUl!FySMg3bcIE*8y{Xgkr_4FFYs2<@?~@FfXSlZQ^PO~A;$KZzboXy>=WpLU zXIj4s{W$rF*_Bu8ZRfppj=o)X* z%&AQcx^VbwX-MP+@2ojT8PAJf$(elUR@aB?)8my)D^(fKKfgZBJJ9#R3X!^nNh`G0 zN38l>&ARS=X03McudVYz>OMq5k0Kon2X)D{sks`?j-)YssP&>;K*Q``PZ=>(%Qg#!a=}yw65c z|CRWM8b9Z?Q^HFAF}V0&Nqv5D+oJ{rlR^$lSb@op9ju%(J|gw&&DFybdzFGGn4{v^P8Z zo@ooOU$5l2KQE&w<>a(`&P?;lx0rbCUz@$#b{^|G{a`cp$oQ)4%{(`RYTlh*x5dIJ zCHVcq!07nwUCw6TB(J@+ERUYOWb4*b7e0M`xL#j3*6f?C+=o4P?`k#IMTvg6Y9w^N|-$;O*0vHt@duRWi-Fm{c;$oi{F+3YMk@4xwcas%(}_nz&C(>I=&)p+oI zJb(0m=jHG3#`UjxXCL)^kvE^5N;N-^&3nd0txX{k+j4H!1;zvfDDbr_XUw*%{rBG` z=k>J<>ctNJF~2T-|CAiL_s++ga~hJaOk3krnQ;E{mjZLym5U~8*{yu|)$xwZ-<`Sn8s`YWWrO*)eZF`>kD{HR)(=`BeX3Z z@^9ST_rO&$e52KyuYVst@P7Jx(E;hC?K;2u-|T&Re8ctfyDi+z=Om{}i|<$YJ-xNQ zIr&%P{;RgPndbffQfirT`qGB$<&XdEpLYIt4{yc4UFYvl@wBfM{`M>H=69K&d+xtu zJpcdS>FrN8^v1XC-DmyHGT83@{`3Q%!|VR`$?W{MdBgSc^Ktv9oM(S0{NYdP{XN>p z*F?*F`}Iz~d{&KJ#s7xq`hULFS{9yd+Hn2*13C56j}#v>&$EBO`}>nCq4Mo}_qmr@ zJK9N<6&(2d{GUO1-OtB&HeCPy<3@7Iw+?5fdG^IO-HWbu-Ar8n{-vS&$v1)RY&QS9 zML$2ills1G@4n~mvU=}V&)M1>9Huv=ct8If<{j4heRGsHmswgp_$eHwKdpHBKFM#t z;$-bS@7?~oqv3gf|I;=3+x#m9`erusPuYHK zuF!`+3#Io>Dc)aY_~z?bsU7q8Y`*@I@x1@7FI(sQKFXcA{(UoJ_31Nvm$TZ~*L@DM z{JuH;P~83Fe~+Eq{d=D1hd=+K_f0Rhuhn|gi=MvL9;h|0>$~viZaH?RMKk^sK(jYIt648g?@NK7W0!eX98BpY8GDA8H&o zd*@Z?|M@yK_1Wq5eLL(PRHl13$NYb1o49`csfpU@a;44(K1b%B{WN{%!}aUUY`yC$ zzno<}zr6C+lV#fv{jZjO%V+uYMl|!h?Z5UEeV+Yr{ram}(}nx?E5FD#-&45%#*^oQ z+*cyE>iYUwy({}$`t{zy=Z&n3jy?*Gt-PST{chQ8pZRvNzrMa!pKZqa|A}{W^z0?e z^WV2FdNy&EneGRdRCmAh2g|?zxw4_&%g^tDy42J@=XIrD!!GIB{a%`UJ7Y`s=O0V1 zJ{DblUR`qDwQtYwip}0~^Ud3KK2x2(yIF#>uP(ATm0ADRc-7pS_sutN`)t4b){Mg6 zNmuiZFVuA2+FQ1JUS7P?*5G2zvOo87Zi~Myi{09r8Z)zYzss$2|My(YGJX2(=pxz5 z70-YBpS6AZv8!T_-N!$F=A3;l+OPT}X1e6Nu#IIqX1rUO7QL&Y`H4~KzNP1OFWSD( ztX5btMt57uN0!L>hc7St?*8MoH}@|7;N04m^UOBBKk_STZRVqGY|-ycX}h;%hI) z%s;BOcAHDg{P0VAAKou1jb3vp%bU9*?y1()&4-p2O+6L4=Dd0z-*=m;Q`s9|Nx!td z^-<32{PpyU$G@yt>#uVu$A8b)$QrwocRIiRJfh@#@Y?dKt2?88HrP#6+pYZUb?~OL zq}qRrrUbtJyuI|s+Fx?Xi(-ps{=IdE=X%TCt=SnF7fd;(YyT1CI^@W|lI6n3XNBc& zt9IGlQax7ZxjkCtZr;^aPg9HTdOxF5i@uT%w#NVVZs~qow{rdcd#BeuzEigHTb;z$ z-Dmg3gRae(qjC3af5x}{%@u}a_U~tOpOIrf5?b?p{@F!#371Qw|Fdr^;jt`xSEN=@ zU~6BzMt}0xqc#6ayB6oAd`YN%m{2?Mt$pe4GlJW{veqwMEphASSJ&#_PMo#6GqYZQ z-kZ7&RhV8Xmw)^jjy6-n{ z^TvHY-q_drWaqxRSQ)4kQ#|wUtov);UdguYZS)A3z~x+4wyiEFi_3OhP4eUa{etqV z!Y}tF#g@7}`uu&7av10mbM&U;`iBP%uYQ$ZEJagaI%$&7->>ZQ zH3D0D|NpH0c2iw1Sr0re08%zXmUU%8*|e)#%jeha`uFQ$yF8!7w)K1V#KcuRWc~Yf zOXlT8KkY!xT##Z06&f^+37|uIe|>qW{PX8eqnsNCkvj?&{)@7mKXaz!Y*5=A zY!idR!H62W`R8BsdbogY-MF2lWzqi6@AL4+9?$UNzvD~Ln`R0QUqzy4AXw9=B{z>!s}R`uLtQQ488zHH7K zrKpW83=9*pEYz6_SvKF;mOHy{ON5SFKG%h0ktGch4_HJmemG-%{=`LhdENM$kF3@r z)@xU;^jx)ib?VVB(V)o4n{}IBeXY8=n!|fTw@hDohln9d603vKJYiFFb8lZ?-{sFO zmn~c#SNAiu^7-8IC2QCA&TX6f?a5^SQ+d1Js>#=W5v&&EJev1~jp5{qg$o^vii(ar z{@8Ig&A6&~Lc=`JEhX>weExD>R8-V0pHJw@@Av!ljnmFd`1$#{cVy(uH(RgA6#*ZN@9*us-91}tUPFMG ze%zYJ8Sn1woHTv9I=fuOf;YQfuiNx~-|trvO5zLEE%v)D36YE1S+sP|*K5&}CQeiY zpL?_a|39O&GZJNbRXGn2wHoE$v#I=i)_m#4je(%kpM}-^ret1TR_Np0Z}acREw|%>schCq~&J&>&4Z|~oqK^N7o3|@Xp{{Ij6Z%VtCbUm6LSG5v!vs}#+ z^OO?;mj8Y{e)?|rd$HYf&!1SBJttl{X#Kult3Y*I-LIGGv3I@%A2%x9_oX}jPt)9< zyuCjjbr=17I{o!UcB?+K1zg(yavFBL9nOAJ14r65xJZ%tKt-klwR z;w!G0&e~-Lx|LDGYoYs&^p+(HsyrAw?x@eNc_eL7u;6^s#vg1v5)0&ie|`NtdUx5{ zy1Q@7HqXAeRDFI;(DB|Vx#~9?zdetRj^6#pa{cww^IUhkc8mS&>h3O;vHkPm@Z4`_ zHl?1f0VT=0+>?`3j|e(N?Wx$fe#3@<_3omc)%NswPum89Ca<=~7FG1Bk zXXo3`-`kNlx9F7SzI%JCf2W_XE z@jDK=KHdRpB?ZrJktvt}p71?K0Tl)%^JaZ2?d~wCXYgZ(`%RcsyeSW3D z^i?1)vt{+SoWFlJrJlB0%e*r8_O{$jNk_RrhZEl_o>>1V@2d2x@B9Dn-Sg>`_N1v( zmp=CW>K9P#W4P1&52)n0vh!1H`Q4@a!}?!ET%CBzH$1L#DY!7U^Y8K0SGsn2cP##HwOaPJBP+!@IpJ&utX_|L0;uWWWTbMGmTepU>c{=`;;fbq^4U0solFrUD{dB>Z|K<9tM|)<)+^kP}SYYwxj(vD+>C`y|hd8S? z#hB_WnN|MyO0a+KeD)Le<^n;ptxncF?lu3Cyua@6mtrkFE3w&Ej&9a+T6yTFpu3Es z`n-xoF@;A(t8Q@AA7os4x_;rJu6w5rG&0|Q>~Z$=eT78O z$78JgS8Q~(u0MJDbnE+`KIcy>`CqMg=yLVL!dGnfmd~%#D!)_MUi1BK`P?MImEE7S zU0$tTzwgrNjmPCypD(rIYkq5AxAJpl>A59Ee!;=Q*0OU~yxuU=IQ`Ynh5CCwIQ>oJ zs+als-2TtQcKI*u6?6QS&(jYSUHk9r`udj-e~aX?9QHrj^uO8i)$9EIf5Yn6wnc{r z+m`5fmCo6{b>qf~b7wpXVZ1y)_{tZBf0ZZxeDAsP@%1Ecy^GhsW$_i2{`WZBzv7+Z z%J)}o8P;7)P!n0wpb=m@|B9pI+2#euriPivTv2ZV-EA2>#cBH$^+o@F9JhZZz2{ZZ z^YZ<_=YpS_IXX1@RCybC|CczXpK zE)=U*^y+nw3lCrZ*y-+%&?_1XH^Eai-eIYt4`4ekC z9Aw|6u{Gf!)6duO|8L1Ti!2S2etx~9<&=KbIr&fpi!T?PRc&qeUM@WMf5o}kSLOu0 z+T(dwhRrJIda_pAx7+#qzg3>Nve8rbU$N}fV8^-9t3T(JKK_0yd;QhDE3UMMT-`b8 z73<*+u@Au;FYm9fx6NvuH9hobZWSue_RR z@-KyzT4sB{->aVcPSW<@kHVp7^-9d41Xo7AWAnuh-*$_t}2CG2ywH*8df+w`m41dvWLUpU>wvUl&}k zcJ0~k58LJ0Y};1;6!`o6dU#A>>%8S}I@RZW`1{O!f98Dkk6SMLC9hX{VH2dPs=6=t z_O`9|-+w-z|GSM(cGcsw>#^mz`_~17ZtT9%t-0#)M(?}IR?lW6m-wvM8Fjz%xvcH> z^}piodV|8UHZ?VM*W2au>t5~tdM*0)`Sn-7$|i`3ENS3i-M!)F$KUU|g6^(mUKu$> z%C@Sc+HlpbT~-gC*ZukEem`}3?6b|c-|kC1-1ZZ6l^ydoxwLNOP@50O1M2Gbt>3ZZ zhIz_~2@59A|FyDd*Z)N`g|A+D)~`I(pN&uEMxFA~O`D7sysiKDS^n>@`~Uxy&s}`Z z>b1__y}LdzUa>r9`Fzgez(e_8Ue`t8>6>gpwG=hh4A z9_)*^4mz$s`|PvohppmPw&zVH%X%97c6!EcUzt2-m)LB>WVhvIui8HR{eFMF{hGzM zY`$D@e&bVeO56NSf%9^w9smD$h%N=SY3klCoA&$N?*6^)3tU&))&6>Myzud{t@n*z z&Dg$b)vA(*F|`vSb@TUr6{{9nc3?uSLxnAub?yGgcXVXi>tFoXE0v^s&h0az! zQ;`F!*YA@mk@d*?m)Lpb_qt;n!w-L7nfE)(sN(9}|7*A3oAl?;pKpqr{}fsz9pSKi zxn%Me1NSUBEz|2vLDqdCJx`uJdo^RGQEHdmJh#%@-}!kLK00lGr=$Lc=~s)yLoBxc z`@0-X_e_&wmtT3Z-bdOjXU3eGPbaPB#Z^8PwS2qf@|PzcwC1f^wdzYT=+bF9wWRHL z%Pw2KnvvXh(SG%@gXKG8*#4^;Jlb>O|K3xsuVkLjtA2O!jgb|O6P=c-LPT9?fJonC05Q4v^?eiRP(>-P4)RT zhomPh+L>|u^{2j_p1ix)wY>>93-x|G`w<`z?%ldxv6WA!8dZKu+4`qIy{)zC#ey!* zQ`2;#AN`qrAg6FilFQRYcD27wtcl$GMJDi-+NnoJyT8tHc-3^wp7C>EvBrw-tgoA2 z9owj-W>D_^>e$5pZ1-HnW0!Q_%lh+?-~La4n%|ripC?86+5auM`|g-@{uNgi*Vs2a zvQ{C-`Nhw!JovwH)~s1lfA{^)zp^rBNs{;3>WaT#ufP7Y=vi9ear4r1!mBiv_N9X^ zeEv6!``Hyit-dMi`dsJ4D~Iru?s0pq)%Iuo%AfVt=Vq^1_wyW%kgje09q^G7S} zY@OYGrF3r>_kYWYS&#drQ!gxV-1Plk_3QOlzt*oP)>{(CvvPgtMI&S5;PVex-})W@ z|GE8t&F}ZB*Z+&E^>7!Jxx&tMbRF(1U%*H;@4xP6 zzu)a%zgJ^v-Yd}5vEH5!PJ87_nLn&p-1o@V^N~c5I_D~d3$cM-zD=vuj)b~;r5+dN z{_p9To4a=26{860C22A%e|((Z^KRGcb-$hzUtZ=5I{{~UK!SzeIjQM=aeNa>GC9Fulp=L)4qORV!iwsLHB?B3$$K2zk4zTHf}ef)js=QTf$XND&CMz0OK-)nyF z#p;zSUtZjGrD9!{(;RGKzL%TR&%gT3eA4Ff@qT&!Px-x{<}7a7_y1q@U(1uH z?$`fc8-M!bNzNJZyW;oPRm}u74ZnL$cK)I49+a;azb^-L7V5QAQ?=L1T9>`3zHu|} z{=T<&EVjG#N?Cb-Fxz?F>+7qlb2kQ_on<=LaMGDf{o>o=CGYN7W}lm5dG5zb-`QqW zXM(TnHL3pcV&V1e#m~=8$QM6zF3?jV{&(;OBa_lsA%87*_Rr1z^W)<$)1Bh#$vOGl zX}Ut+_W8bheQRHB_3F62RoB+V?*5Y9vwrVON8^;|3Z|x^`rE6&=ViaVwDjC_?t8^P z$F3K}Csh8O9$&}#bKAi)GPWlS7kf|Fd-;3v>A#InNG;_+N<+J|NCCoi6zZN7F}?(J9SOJ85}y>1X)R<>>5%+4nNT-NqYP3pEJ#JXKk(f zTa|r&p6#_2fs4OnPt^+Dq~<>_=kBgjZ3XM+=jUI)nQ?JZYn+~*o?rjcC*2#bDBf)E zm9vf7e|@R<^ad-|`sXhkvp64T|L1UPdt>-@iRa`m>Cev3U;p1W?~cX3#Xns(WCtF6 zpZU$|$&AK1H<;nE_rcbVZ-Eu4{Y(TfTPz+|;ke#g zYJUBnkL}v~?N7~%d8qqX>}PcSkB9Bw_t@9|DtX>>ZqYHb@bz(5eJ}ROT3f}hQ&v)1 zb8T((>s>1AO>=Hsuqu5O(y@)>siAwT;l6M46VgHBSyex`->huUTS+&eoi&fN4Ok&o%Ls!v8Ia4p6bI%0jlYMKJSAKrR z7=GeJRq89VbGts9nZKGCb5ZH_hS@QnT-%o|+kV_7`FP*e`qz=0(=69}=cUZ@|6O@~ zUF=t*ZgKsxIPI+1q6^5^6WiGDt#EhZ+jZk?;ZL2B;tR&8yKg|Ptgc>yZJcV(tB>T zTV?!)?1?dqHc3Z18Z;+LidWuVoVMbD=eeTz4C%8P^_*q8lO_wi)%^9u-A`tT*g=@HD>WqigB6H<6|}Hw>mum~f!JmVb5R=4DbA1q-rnZdy9avUpjY z?uYPBces9V(p?p`b(NH1Qj47R*B2L^d!kL5@9q6s9BIEt|AytM)2A=9x8#1eKEa+}pzVI%<};7vr_OhGcfbBP!NlC#DkErZ zlaQd#ZH$0-j;iNRq5+%FTZ-&GWoc?mepvp)u{OS zbUNq;$14vHw_n|odHG9r(2rF1fQrb8bLOl$AGf3S_cp7N7ZWxIH`Mbpojw>JSa2Xg zo+WNq$x6HAqjnrR%mTj^Hq4!UD6+e&YmwwrEt zuMA!;#6Rmsdduy|&C(B8zo(iVbN}bkmk`yKVt-?~zx=E~JK;AnCo4SCf)`3Ym49?|9)kgmc5BcXAijI5OU6Kg7)Hf z_x7&7wk~#cQBl#4{2ryd?-e%isQvr>-rh9xl8PKFabwWxOtU_`8v@ z@zwbHzf1dMt(WOZw0HA@jW`slR9P8)K9B+OMHo)6PnnrkoI{HCti(mt#-6Oe4=h7LXHX zG(@q8Br)1;OFYcBy7Ke0u&r5F*KF8e@K;z|Je^m<;J~fT>HY^c9q*Ul9uyR`22@-< zb?cX_J^!nysOZb%cXxMxHL|V##&dJqfj>M`RjjRV-`Y{QSX5ei_4SLp%k#B0H9hV7 z`}(#S85_sm<(r~g#8Skv{>q|ecK%oAPgdpK+w*ddUEQCGzf~zIOG+Od;S}G_l-i5p zx;x!%A~o56e|lqkKY#xG#s2T?g`?f#-dpV~3$~}87F%8S_t&}S z$w^5WZj~~YOqNa4vo5X-UcM%3YgQyDC+ByQ#ZOqcX9eDK>vL#JV9F9aA>iYn%hcuO z%(buN#RbLHj?HYp9-R2}^fa>+)9Y(%H?#3dJ&~!IX_)Nh;OsDO|JQ5Lzj)#+_vhZ; zcCABDd5!OEv&fe(UtXJ_==|mN*;%HW>wdr8Zgk6O#xzAshj5|YnUyausje=5e(qOs zU|`^{Q#KXiAV*!#n)qhBl9JMw9~$Q7*QLz!WX@{LS8!KwHelS!k;0+2K#cL|Vnx>Y zNzVe8dQB}+K3VqtUF_c()2A5SFhi9>GH*v z_V(AQZ`^-&_V+(uCDva(gC{jLb?T0DudlDSX8-%@%1USBQ|u=MPYCV_=}x)1*u6h$ zs&@FcS65f3^Gcibq)q9cpgchllzNO>6@l`XwUBJqfD}QZGJw0vZmoFuyPfv;deIK+ zP4-A5W8h{%vhoYPHyTx>a;%h#(ZuZH`TbFfX!$K+RvNgZnY(9Tw zTkh==TxY} zZItQqgIn|O+sz8Jb3{o_UIB-$1~;Uqrlh?1{rSX{YEYAQ*-TB3chw2ro}PuvR!%%G zR{CE4hqr-oNP*Ug;^*gf{+WGPMrxDhZ`oq9+HQPLWs= z;zs@@TXJp&=|*gDu#ewcwRM(xe%wU%_%~^jO*q;3WLC_Vx2Xv5U$1uhQ2hyk6M{aD zwoNM~Cu#nEQaAepdl3sbJwY;DL49J;%n;3K%%|qAS))_>?@#5{^7nDI`Ym>~zgDE3 zo%Qm!UFU4`{8i@nYl8p2um8XM`96-y%F16p51O95x&Q6$?bn;z%irBu`Rm);XtwCq z03~MycLUb1$l(J?!!}EVmVIVEwf5|6^JrP?vMpKH*S)>-Si#8Xl9X*#$$`CmpaD*8 zOUs*)X&)aQb-gF8rLKN_SM~RGUylg;zj(SW@2=FRT&IkQiW8J)G*uyc0a9kj$?z z4*c4*dGpuBCQF2bgw`zcogI~aZVuTs4+=4ajtMhE(iMC+C*$z*Trm-_Rh@A zytX!a`x@)=cQ3T(faXlKZEWtWirl>HUZu#E^7nDsS5^d`OF!NtnVfrjn{I++rSHAh z_xJBF{rc*vK)$3?D^H`$L6IxS*##0OA6{g595n8ex6dnmcPG-k7j!|A((-$omp`BU z^3S^1-C`f^O;mPYb8~aLweQLqGbHxzV`OG~@$~6dHeRWS$jC^=`(`a{l1!FOnk$gY zFi2`uumBkzwk{?!bbZ`iDZ82-pQGa9=GC1!d$x34%cS34M~@$mo~|E%ZM|rY*U8Vi z(c4~V{(E(8t@MRClUDxEaI2KYZSo<}2aM(K?gXBmt{=WV?`{w?8&5&p`hbN^b!$LP z#hfcECZ0NdIyf>iQp?yl`0JaS!L6;WmZwjDKG@8@S}%6jir3fIuLcbp>EB=I%zkx= zr?9B7a4=hRdw>G2WW~bIt6Aan^wiX=XJ#5-ouuj=l9ZIR@w92)ort4HkG^aRsi^q) zG5^AX#($mt{pBys+cI%R?LlW}u6c%_@^N*zzNoacc5onD%+Hk7QCnAa_4QqQe}8Ya z`GdWG{?t70TD9mO?|WsOZen-8{ZO+gbh5@ONmX98OqaX+YNMY%d$vkDe4WMnlUr)a zKEJ%OGWgfTv?=zu)3YqEW`$Q^?}|h3udj&=wx9lN%7kZAYWr7q3ahUYRCZhO_xJbq z2isdaar&pfPxJQ!>2IR`psLPLNy*9n*7r$Xo}PiL!`23UeRcKn_nAy51Xj2ji2gQ# z4D$mJkso$y(#iVdN z;aIjn4wAZ%%xSpvkW2GNo2~2o+G9>zv#x%5yrb~(l~-3+hnAFVxwSoizL$rG#^w9M z&u|tQQ~1I?4w}FD?Q(T(bh!Uzb?Yw8;AIwPHFoBUoYk117|Al|Et@2AHMMXuI z8W|bwFycz#xS}*g`^{xYwnWn8@bbchru-Y<`@FooF7+Gb&iA=|eO2gcqkm@u;wIoK zp}f@3Y`VR@!9OKEeRZ$2`KooXyI1}A@nh4!(f~f3$-oQL6qhm+sqN{D1PJSRbsXvF-m{01n;bCSx|SqE3bc}or%TTF%XLMqsn!?bx$;yV8z z1kMY3C^^Rq&eO7K4u)Ic*_vLU1?R2&z~iS1=ZVf6PL}-=t>gEA1On^Fd)4n%!{cj9 zFD>_@{KelToNo$A}FCaZW( zs^VS#3KH_Uk0-jzd0JUn9qP6BUUkp(dW^8s<(p}G$Ido>`FSxF4_i+vb?Z#(vH$mDq4Uh=^QvC0oV{u7B$cmW(0KeBBwzO< z@wxcJ-aG4dJn9PDFY2lL?eF*d>c8J?_P?~h{{NFU={%2fw%_lhytuINq@VTMDO0?b zhUL$znt9gzzRk_TN&#Th<`LJDnji6^xq69P%h@P3`t(W;dV)mlh25}+>kBVNk zdeFc;Nq_$zBg=O?9y=X>sWv-jQqG2hY$t{NZ6?N)-AomgmyXXrt-C$vkaa-*_cxo* zt6h()&i(P3iCbsFoyzBPPkQU`owDcGtJNp}e!qYJ)!E4^E2DQFgCy0xS5hYXitSr* zZu227ZI$`8-y(k$Fa7On_w&i!O|_G5sdMc9@u++9(rHmzH?!C8wfg_}&*$^}2VegC z{eJ$MjmM-;%K!gyd|KY}s`lUScCY_@etKM0rqS;=o41!#t9ZWhga_8*UbCp9`fGmH zJ`uk?>66Zm2Tdn8Bp!DA_1*r@L;jQM^J^aUUFNX+`{nXE`|~E3ecs7>1}(G*T@TGa zni57S9?w{)%Z7w>>ngjhT(dHWUn zZF=h4N*8sialI~#t9&}ub7jb?mpkXx|NEJ8T(;aNZD#7UbKmXWZn>;BJAYs0r!&Uq zLuz!^m)chcf6y!ZK4|9mdp5uRU&;Law z_5CX-t*g(gNSYyME|+|6w&n9V#y9JJzdal^aqE>YqTw-u+h!LVERs9je^#dYr#uQg_(RK1=;cFPG2P+IOGd?uSAT z>*q7Z{zmsI9=Fb#QSqqraKyH2QQ4}`=a$EPy8r*5dFIm!;p<%IZnFy>U$Xk~=U=ba zw|`9!kIGz{a!PZ#&oPPQo(;aizNVp@-tBs=w*7ux_1WZvwU5j`{X6|%H~aVh@B9C& zn%^x6UXk7>{9NgHW)r6xNA_YPyQ@V#aWx;0rc945<22T|z$@Et`TP5d#eH7)>i_@k zdT#do#H-co<(BPSey^hM=d;=RmTxv3p0s}dzg>;C%AQ(NAVpY~cd)Oi=>0|Q(bG1c zx7%%UD`Ro#J@wbyzFv!--o__8>*o*MZ8sKuu9L6%;F$UAsKBB^LhUNHQDtcn|-f*RGl6(>F1B!Z8z2K zEYH8cZ|Qlv-)kOa-z~i!JNJC$L00jeFTdsM|7_gyY*u#IooRNpzoz(Ey;LH87k?hQRd4^FPpkTze^y>R@pFP)@~1p+osCC4ZvXmn*?+p)?3_(q{j-z0 zG`;lq{YZLNz4z<2Xz%16L$~ScYd@V-pB`m-@58;%-yEg-*M6~ic|UyD+Fh?!EuCNg z&+>ceqrZIie?IK`=DGH(=>7Vow|6}5i{AD7-EQrD?vuTO{e7loJ#p7c>{=61n|M$XM=k$wJuh)uOb-$Qk^>j+`r0a3jx+U>> zTd#&K{JcS~#DCp}LtH1z@7Id|+jr4TT6K2buFMx#7H5B(Q+&?z-JZ|qo^_{Wp`Iv=&j%L$?J#l`C5(Qu=8e+ftJD_qqLl&bgb+?-V${;EAq&yY=w4Z*Om#-}!$dxt~|IOh(&E z;QyE9_Nw3SmdC%_cCYxn?MYAdxg!63p5H!a{a(iE^b4+~i$BaQzsLEzF>goJMa^Ts zx1FEg-v96G`T*nneLvGS-LL!InrD`^ z_|94L`!e%p%dCpuUzhm1Vx8u)8A>Hm`@dd`e)!|suJhMoiqBrKJ^s=D|DVr?_ZPmg zXv@sW-+YdJ+vMD3r)6XofBM||+%vgm;pu6430AHvCHu7B&)2(C{eG{xOmNoJzh~=~ zIvf1@bXwn8T&Mr}&hi_H?FMCm_hpjhz;$W;@7wn$Rhbs=$z(gnc<#Swc#L6W+RW5R zGt=i;UJ<{2{98=PMc0Qldta~H?ZjRd{i*%lD zz136P%JjTpQcS|``ad6!7sy@o^*UZF;~D>~`+VyC3B1 z{}jHEOMkP(yL|WCZQRK$k42NO9Ok!|$(mhzveKj6H1_@^m8V&yMcUvt;jG(*zus=Y z-=-)3Z|=J7pytz(<8|NfmM^t@He>PUkNmb@0;bPx2#+nj>hb;O)9LYE-1>V8p4Yy( zu1`MB47-Hph0?R7hp{`9@umA!ti+2^fw|NnkJcYU$< z$GheCWgmVoIrMQit5}3W$?K;-f4yFxT{r*D`Wvi!u0>^s?#aLQ`EsP`uNRBkkH6n^ zT5spwL!e^&d0o={Dcy6Et^}yg&fONd<9-*1~A51MD5cMLDRQ~tQu zJnrT1_xt4^evhyFnfiREdBTB)OOyTWX708HRqL^_w@QS=Zg0HR^O^DER|#RQg>uR1 zznr*rMUE}fDNzp&z5{AJ$vi9vHC~>-zFYVE?auW_3-#Zxc=z(-vPjwGSDfzc>*BL| zvEW?a^Y8bn*GF6VZ9ewTOQK(Ep`H5Nl1p7%i~s$6UcT>IkhgBAlubp!yU(?MJ|0*8 zD?RtCO<9{{+KE55pz7n&fkx)Te|PLx@tnE?+WcBPc|yk3C-*p+C`zEqn7O{?pmbd5(L& zT=L$TJ>g!_Y2CT6H%zAd~_JC%Gg1qT>UUh>wT`%`9(rDwZZ-H(Uu7h-1}n>Fv_ z9qYeeE>CV1kF)q*yYZg-`Rj9M71~{SbWA#*=k>);b3pCW7qiYdl_$NK_3w53f2nJy zdM?eqHuaofpY_&@r#>!=T+zCxcIvy9=XGmh?|8JA8>f~|Sa#9VuiR|YwT!3l)#nsA z{V;w%|5u{y1Dg`v-@(5xA5B%!?1!}#C6-<9xjfNGH+^2^ z^SRrNW0JF?oF>~u=kG0j_kKp05u1w*fBc*4O)EuaeiFQ$v)T9E-x*rlYpSlAFm2v` zzs~y4&P#tEP5)vT&=MJ>6P-T(-PrK1)obxYU;=X><9vc3gfg)HBUra!&aC7>)xWYXYlY zJ^XT1_UxrKAD3Ad79LffUo&aX$79lSpECrz7>nx7__odbkxY`;_b)r8mlvhYN;~&@ z%k=mGTvDs_49+K)VSx_d*R@!=D%2$z>uO6SSw%T+p zGJWoahdW*@>JEGJN+luTuloi!-R)TdKDD3EnkV+2h`PA4;%aEPs&g9;=hj2JCcKH> zHno&VyR_?CQ$s)B+1>B=S+D7j@C=*b>#ift7{FX&bt!XZ9REZCt+Hjg8xFE5mkKS< zZvUF}dZp~49TBJBtoFKl%64Job7$N2C#9A|z77ogJZsHjFLlkiN2}lMOy}4Wd4KAI z?&Lce)AKeTo1K>I8y?rq7sGV)#>{z3uW?&Rm_NEPQ8hcPDQn}mSCQ#+MfGmH%<_%c zHv4O-^0n=~5%t^eRXr|!z1G}w(y5z;;C}lhjkXCoWe-bICwZz#zATK~#dY`6`p}n^ zo0h!4fA#f}?b~CPCM=lrY2Eo|emjesmCxroYj}KrJT*K{au@s0L-nULm-AeHkXC9N z*8MW(dTjaK56{={`=zz>K@+!Ay7b&KpM$$WU6u>mBH#0GE!(zix!2woi@Kc{{I9>V z{eEZin{BuAPA+h4cG}_k!aF_hr^uYG3NKW4B-)pV&QkK*9<5ha@kyp+!nFNvcaE*` zyO4H;uT*CDT5Z+`wo4bdsGRY(6`^Rq5z zLG^s%t%Rl%UJEs|YTx_l+a8xGesb^C(WBBaCeAzVhGxv#dbg)O(Du2Hc2>+JlUJJ` zLqm&L-93Od&LF4d}{bbd$>NgwRpZ!k0 zt>rsECU4V8HSbqj-)_6zwz6?%)Q?7XIgYtUS;W?StbDz8dz-ZEW}n$NL)(jYf-0Up z{7p*BUZ%|d6w{Ihs!pD7T-ZJHUHp^QEhV2mRm|&FP~U5pHfP!NgjuD!r{yRqeW zMXg>}|K4#;blJ+Me~%^9ALcdZdEcEdUGM9So4(g|e=nNIEjp_;`9Rfy8Ck1V9@@G6 zMpAdHz45W5ec8+Mm)wZ8wj`1f8Pd(LIjc26caAL`AF z;55(Q{dSuG$Hh*s4VKqqiowm**z@O;cQ#)5@^blnzQ$Ker^iYCJ7=;K)FI&e;$Gj}e#MYcJa+lsM6C;H^ZBpt zd$xRjos`utsao46bE{c9j~35=@b6K#zMow6n~hHn^V{<@+GXzyvbVLpr@%HVcJ1pk zuHuyz(;t~!VwreczP{#N?P^Q@O$J{rwx>OMBzS@KOsi_8u}sLVXPs)ZR(wAHb&l~B z=|U|4*m)rf-~vroSWL>x+XS?Gg0=1$eJy6&x_C7hF^^;E_rZu7hlFM z;XeHb+AF_QJ00s-w8(uj$34bv3#J%YmTg|Pee1QaYLWV;`X;*Z>o-r5=()t}-O!c2Zs)Skw$EGd zoLwQC)$*P3+WNOyyRN>oE4y21SMqh1On9H8vEZ4)KO8qeZMbt6CMN6=eaxHG{qI`0uQsK?i>7|lsSF-p0e8&CS;L+>#`}2N%*57`oXl}iqz5Vaf ztyjZd^C(Mk9)59zW$xPE1gqF<7DxQ;|Au_N)m`$b?CQkhC380JUaS3PzJ#8!t$u&% ztSFsLCzN(Bvo@E7l(yetiAR=gwQdZhAH=yKR2U zvGlp6VV7b*otrpMCjY>$zPwDo?SwV^E-QWu_DkP$w`QG-J;rjaf<|WDFg7GwHgSwR)|U^+G<|FBi`E$?Q6~BYsMpw=s7% z=P?GYx1a%%?1W=mUzgoXojz-O`6N%Zmvj0i``KRmu5*rvFziY zf4|=szdv7W^fj;QzrorkZ@1r%D}3eabXvmc=z}FuYp$N0wQ}m6^82-O>-FmYG4tDO zD1Pg(>+&O!EtM}g_CB9i?e^=tr}|uzKPhW3dBvVAxe~_Zc4NO`&2!7+GR0?>TswDl z$2HB%>(gWx@BMzydJTJY?t$(1s$RF+->-hZcOkc#pZi>M-+Z2inNpTz?0FlHiitWq zH90zM|Fklu{BG&>lmiWn56_o8Io9`1=Ss#}$Kqc%8Z#&D{#>I`f7WZg`1is!Hy8I= zY3=;^Y_|5j`I)txrI#)8{!}l0n{w*jifhFiA|LZUvf9P+HhoT^+q2pkO520Nb8OfT znB0xr;qhq0VLtDw$vf`)+kA9MQ`dRU@jP(p%f6L?$4m^Cfy#EpoU@0eE@#H9I9#=B zLEomnRH?_-v41D2gkB1K#k;!G8#IElWY)!%pD()0x7tttf4_QH&9*y5r$3}O$sAJO z^=gLDG=sNGCi{8W{dmy)p}NWc8n4dr$I06-{P}!dUT*u}Z@1N7uiKsX;+682-nf}E+4s;MFHE;J!(3BH?H6?fH zyPNwrN}F;!^3UxlJQdJq{d=a=gF+UoD@u2-ZogNR&2g2Z=JCF+721cQ?+MTCm65j! zw6xp9cDGX|eO`01M%kUv?hi)$)PkoP)tby*TDaGDnV%o~jovx@g6|c}E^J~`|9Wi8 zod;VVm7HDhtm2=PX`N(~&Jk!bbEqdh z)7F!g2mdYqZRy^?#HzuT~uXI45;lwbO?P%mLW-pwo_euKTovBz@G@inqOyq8}3{ngocL}>2oMQOf|YkoXzH{Y@>v+B+H z->+s&m}_8n?P}fcx8mngj~U(LmOXx@{MVhcx7uy&-_QKcdC&ZJ;loyOzGU9V{H8~L z9x9$5U*R<4)azpn)2=U$i~Kz0oRX;ESS%H?Qv3%S$Z6J`;XRtzNUq3pDEf{?G5j{PuHx z+U)=TuR3%8-*4Jq-`?K-sQUS_TF@lLx#M*o4zkDEwMGB`_tzUV-gox>#N2hyezNmO z1nhd;XI(V^`L5UNw0q6(RfO7J?^K^>ap`gWub0a&@fe?(@O#D@snsR7%Wmfuzh0pY zsz#4Kk1M;G>b-vdzpCf=_4ohz)OFsx=EsLiSAzX*4;8Q3{ccxi?&<&kzV8=&wQsf5 zj~|cwjpsjqHanm1_=eTb7uXe{PQRw2$Lwy&Wxe~>Z9I}ex3X5R z-DUHv^8M`38I7!BD^}&D%`Lsw_N`YX^UCv(y`Ta|rFYQ`vnlKL-YvgxJG1m!5|=9#~Wx7|$RzMEDOs=MWa(?aJ-dRsRhlUlv-?cdMy z|I2KfzRua|)s3)S%`X%dJ$`l0`u&?Z%eDz!W3v5tMA%tfB{pD<=c&&h>~7{+-G4D< z(dwQ&)qBoI_9be?S(${#RX*Ktze4A{=Xc@rM~g2Vba@`P_QjFK*;CK??2=BOmAUMK z=do?R1_xOdo_=*gxt}LCwb1smj&$CR#20^`j}UC^A+y7zjNfDE0+5FH3~KS8uIc- z!#j^%CX%afip^{O*tRZW*`}v9%d)p_w*-w2T5a%|=`Fiy{|mcihiCPL?3%K>>ivVi zm*#r+Zj@i?X}5kwV4q>^s^fCiIq!BIyrL3&xnyn7;>*6~vCkh%hOewVXSpm9lxTM) z`g=@rQ}w$F8GCy*Z(SfL8M%p;L57vV^H$_e<-XRK>b3OHdsgtU9@wPTwBswm43H&D zs4}s9ef@`Ohe;|c6@GntJ9~=P(v&%c$1=YzgU-Q*{(iZ9{-nOXzLXmq5^w^puMzV9+rrIqi`{xb)g*|%2(UrF2d z<5BmA;s*yB*WMG^s`%RdTAxhy6~8}sCVf>tF28m5qM9;Z34;ahamP)`n%-U?|L}W* zif2$`NlD3;D&Z?_zrMe}|H?N&dUIXM+Y=kz-yS)y8);wkCvf-2&8v4>c`XfEdGfrb z=cFZZ8K8F1^9Ki;qxWipLKZZ?{5$US$|{Um_9b0yJd#3rLAGn;ub#dYsJuo#(mIRv zxLl-t(VNVAa4(GYkrwZ&BmBuaUR>w#6Q_I$;S@;Z(M(kAJ`4&u@P6SD=5}(MJ!&bp_Qiy`AtnAu*EL#`;`}=!)mGG5gpujJB6KMUh*!x<)O#PL-KX0qV>Lz}^Ilv_ckEtX!n%+}1KXg#Wes z*G*+tI6#Rr>flEAYyC3Sx8{TD@Sw&WUd^vQ{{4QxeRj&<73!8~ss5!bH5O%j)&3(l zLB(@Y$i)|n``^h0-39p(oWQJ$-hdLW_cg!w7eLET*52droTO5^pOKlZWqva|e_1)W z#jLV2m*>U8_gm+z3Wp{!6;Ig0l2sWeCMZ5syL$Ln;NCT|riXq_+zN>;<>T|dfx{t0 zVcn$#RW<+ret)PIY5&Tz&vsMY6)rHT)n~t{tco2J?cji$q(b(hl)qg2*+FK6n*4gP zcz1hk5j?FDQR_M6JU0T0g1 zkJG11t(<$&UH-1@4HdBCST9|?co9^#y}DoiCM>_{)(lL0Uh~)ga9(YmJmn$Q%zfBv ze>=7WA7%RO&$rw8@BXM6f(k0F2|+8bfNc7e`{O()Re;jrht1yL!aMKJn;_+_pYN96 z-^o1t2o=^c#qB@zo)MHgMZbRhZ?=LFUgpSJegl;-0Ne^1<+nB0G>bAI%ux+gytm;HG&E1`)qYOmyC9<0elD(;uqHa_2ezpnVXIn*Zbs-31=7bZNk2bBPz3gyswy+~NT?7ecX{C@3oz8oR4v&a>p z@R&l^OBXLr)YWcBZa2cV#vBdL_8Ms`|-9_eqO1rh1)>DLy;3 z$M)Neli~5TQ$=n@Wv`w3<>h7d%9l&0N5Si{g%WeLuD8qAN$lIP{@XP1p3q%q?S8)z z?LV-%-)`2Lz29z~RGI8E>C5~3_A_ffot*4ze%GY(=hNxM^2RAACOp~q`<-{6<+B+n zy{6YZ{(V_)U%D@DtKyOS|GsTcIVu|N^Y6!T`?l+|kQSLM^G;gh)a zb|~CTo1Hrev>N2)_4Vy4$E&2S-)pv>KVi1KFj8o-7<&+HS6C!$U9_l-j($% z$B%Wp-|aGR%iDgp?4*mZugRhJ`~G}7{p8Q*^ZuY20??u!&c~lD9`{TJui)AD``zrC zPbbx5?fxH^ua`OYapkgET9U~+{X$KCQpM=GkZa?{|tHmfQdN;QajYBN7@@UM`*P_ipF&c~3x7LSm6A6PL`~q*pd+*QNdMZ@g2vdKOm2Y*juk zw^iDH_Z5$~Pip@!xplK}RZOstq3frg&*wkCcdzF2*$ak}%m-~ibJ6dLpOiM-t9re5 z?!uRS*6$>C^>R3Y7Ci~nfy$+mV$nH*+Z0d#c-%i^gt+?xN|JS5tONsnNM(>1}_u?;nTz7)z0M1>W8XmWE-Sfcnw@a_bI`5UO z|MT(Pzql7?jL*v?=KTD6J$~}@`So^@84Ftvu?n^nf;!}@&4Vp>C_LT!{hoJNL}IJK zW(TR`{THUZ`>}fcKC2ozfd-*DM!OG`T=t#LBWGh#vbgTs&2(kk@8|9R%N+8TbGF^{ z``zw`=UJAY@p4$3v*n`O!}pPD^C})0gbBYn)}56Vcs^ZW+r6sS=Wa~{Rg0dJt{A_u z2)&!P=i{*tt;UHDj!Ea=xne8neA!hz*2L$$#NUVf^&aOe9``)?dOhC%-^c#?7X3{( z`%IP{P<^vz>*6%fI>W-_vf}^toK%~w(k@?D@%;S@qb0_jd4Y#E3;Wv`TE1K|Ijb(- zM{*Wl;s2lK>#zNhnY7Do`ma5o&q?p%d>OW6@yC1B?|sYeRi>B6>zCY2o!&Y>ax;fP z8h9?_vqJBAxm_ObL956vEO0#OZ~s>$jjdz8{Kd-WbH$lL^;RTGl{Ezzu-a_qFo@M# z_={70jzN&e&RbclRkPRaOnZKR^-Q51kzw(*Uk#QT1hamg`7E?KYwN?M_Ya@9ll^y} z9n_c(tVXS4ocBE}*?Tte_{vwuLUtxZ-TCzOg_Ps<^Q+hIlllh=-t>Fv=WW09*#C5z zsdwSifhF@YIbQm8&s`F^{`Bic?ypknE5!eg@hPBNPJ5)mEFDn&nIt=<_&3GEEC@~sh-QZ z(~{?2yPMY>6$T>`fJ2be0F2WEKw8o*bt|rc&1x_-;AGkY|`&VZFp(Q zKT~SjZ-Hwc=cUg`Y!f(CJkfD!Y0K^?^@(}Ai%M>8jP;p#>f7&<*WBGYE7=6o+Ytt)P&uYB&fGoPi(9PK&A zZ;HQ?);>-}6W3ZoSHpUH)m#)kV!yiYNZxu=v@jk2OyhW=cK( z(ZsDM@$b+2`oGyr?#I{v{rXV-xLMmW!DQymQV-gs^CVtcY%4k=SAM6^nO!eAvWEZc zr8C7oM-5YOwKWd6e$V1-4!+v@PUc!Hv!j#o#(5bgk9&-t)dlkH3s`4flkudKQ}5F< zPB~HV8mHGc=GA_?naJ?WyZoE@-AI;xpSdx8nSC=CO?r1nVvoR#dDZWBD!Qx^nJ2X5 z&(HJqe8IZ=KOEwIm?bIazx<=&aT(!d)@i%W+T@%E4f-;9Z<}lIWO2V8m+VoNupImM ztuM_v>t492gj7FhWIyz4>zc{Y{7&J!WY+Kbbm~J*j`?lRhSRUjgc&6h1+y71bNXty z1-PZl&OQ4^{m_c43$5-7Ct5k*csE_{s09tqsCesc4Vl3<`?_+?ql!;eB`2rGS8O<~ zx4Y%>L07((Q%@g?EPMl6_v5rrLd2Z=^1@?Lv+I7nEPn4UyJ4M*xU0aA>FjAa%EzZo zm~u;d_R=``WyaGNn-&*W?D=?%n^D?Psb7^r;e*|;7mJJI^Dq0F z`+^qh3hcX6_xtU`jeFE$^GY@eHVK6Ya-}9_`7xa-QDmnTorsS7kg5g{Z#qiAnQJ<|^8vAX(MQ~VD z>bDfXDc{BSvS7{eZ@2U1zv(k7GFtq$W81%mx#m{p^44=U>2m(6r*8@ZpCi|s03T%|wj#k%tjyIL>*h7Je? zeK)cQjZM-xH2r&tT<9T@^);2g;UbAFcMD4tKdF|5xyM*poct|h{r7!IzNz!-xb3n6 z9}3nyn*KxP^I5aoIyV#BWe?rw?7wuc`u*MuJK3!`u1BWNJ*PS4!UrKl1lV!Si;%bAEWHYbHkBac9YFac8;wa;s$a!K#TR zbNvjDiadPJV#l(yrM~5C$+n`N6^%C(PlO!2ox44@=;KlG_Wknpe?BVPsP`}bEYz}# zWf{wT8}_@K-Yj-=+H3pmhBC|1kH_jB)CwH_v>p6<=t_w$+Z zA3a+?n$YKxVku`L^!H_ZBbr9w{tQjABgB%=l+fHdFjt>8;_~TF6d!riD}tTq7xi#Sg=;y(I$B9 zvFJB$%b2GZPd#_jYlh#9Tt3%~<+M+CwC=JlwqWh>Pj`yX zw|;K@&~xsFxBlLemY0(+KR??hoj1c$)o{J*^5o6Tf6_Vz7r1JZgH7^D^HjRm;2PYc59U`Q7#8I2ba$e1jF^#xu1}lRr%DmUd>X|(sFh}dE9Y7*Ii4m?-IdC~8BTws@LApAgslqEnil`IkcXvafeQ33!d<-a*2|G zMX2wKSqr1to(3yjYbt2nzz(W1CO|yP>iswae?;q@KIM zAHAQZDYPifU`;%3a@j{XZu(21nX{(o?|3}@_si=`PwQ#>yv&V%Vt&bTs%qJbjmHwA z{xsRYFPvH@E-!ufm`<>-X=r-EB-MN`zh&`94>U3tH@~l#zvpYP^iBV-HtBM^_HMtK zHe0aCa#w(OWXi;Va+db5Nx3(53?D4k*1vlfq1-^t()d?k`*6ppUl{*mB{64}+M4?w*JTz8zh*N_ zYGf6A@rUWp?EHO_FTc02^xJ&$*!1z3bbF@b&r9_)Q>S^Z+xzX7L8$8Gu%?#@vs?QP zXRq6-R~OKoDaYj)N?Xk;%d<6Ra%JwQ#{C-d2s{#f6u-qT}svmbmdGxP~G zJ9p4qZ>LI0;HESU**z`$N;ds{s$b9fdd|0L3Vi?r}FfBy4hA~ z|NfrRUjOEg_1*rnucn-xB)1yWsVrD`?en~y3l`1#J|}MZ)Y7!b{gc1?N^X~Up7i3( zmn|QarmT5+LfPtF;q}<^*5?wU=Vx2ER&ABN*)qpR+;_UJxOPFH_r0S+FYC|0exo{} zXZ_soHg^}UK7T;N&-kn>``Mr+lEPPP{{HTh#oohLuRFf%Smn(fuVyWq{#AYXoT5{C z_pA5tZ7*t(FU<0}b~?xG+J&Ci8OsDeU5Io$VRXOdbLl^8#`XW|3wPc23Z4M!@9msh zpTGBO*z=EPKV5W}FTJ;Y?$ONo$rY2g9!m?KyV!?cW;usigGxg3+EAx2Z@1lESG?+G z+5&H(seQiTp!IVC2}ZFRveWbT|1Ep*#qRZ*&6D08s+uJD+W7h>dBNU2&v#6FA(=i$ zP>(@VT>sySl;v~FxL)gT?tfvlY_-v9=jp`{C;Qv2e7&c$bjJ0IH$1)-XFJiK%=#)mePz zCSEBMjXyPiJ{~VF54`vOQL=XHMW5atE;>}`C!Ye^9OeLb8O#yEp=Me zr4N_hKU4$vK6j(`J};k1ebjaCK}cwFZs4Iw8;?n8N0#3$)xNiVwf@DIW=lTvXs_K8 z^nCjJs}DA=G3}B#^o3=at?lnOo1HH>Pgqz3>h#|5FX=PdTO1}ZS^UG1TUFm~rW?OM zT)5-!x7+SJ@^>p4%&dB~^6>o4--Pc@+KPzavq(yzmGJN)S_xpVhcU&%vlG}BxxKZzV`Tg4RCC4|jz3|rGYjUVo zSpl{$Xr`@oS~3KTXpJe#_$*`q^Y} zO{V{YV9sDCy)74e-@6p-m-e^%%d6Gv)sD*)`^>mxSa#*_kH`IqzE?r} z7IXgR?S4B=XV;5Gp0*slm)6VQm$u*hZ*S~HNzvtMsyfPVI8y6SMY-pVr%* zv+4P~>NZX9%fV}k&b`_7dfnW+lPZ7jl=BfiRn}A*T7JLwJ7^L3i$Aun%Z*C4vb%&f zEfd^g_xX(R!p(YRM;`5X+{c}$7JTMY-K>}P|9|?=c=hdG^?TlW^)+X2&#!coul@4m zjPZG%`h7nhbvtu>|Mhx(`M-I!=M8V9PLH)>K2Y+4i^+eP&$Astr*rs^o3Y)wYW4HU zAj|Hp#_dyhdj~uUtM) z>exz&ADi|S$Ej;o_!_LcZoM>L#y`H|Ve6gW0n#;WU*F%i-!nhzSVC6A)_|We4;Jz1 zc`(dZmN^gFhv_3bw_MS$D#x$=@yqiwKV8^!@%({L54PMpF9RCXpQPfs^`*wmvISZK zB1bd}XQ~;pMOV&wnGe}y-3d@J2qQL}tj)~Y+1j-T%p+muEA?v!Fx zOnRfR_FL&rp^kGqf4sk9@_y=vu7VkQ*1L>Of4_XE`25^Ge?Falc>d1(;+6+SWs8K0 zg!UcFJG3suYTDBq``zVhOP>Gbm}?Pl;r@94#`j6#Dz|qYVB&7ceY_{O{_j`!S({40 ztBsgr`&*i>cKx1LY%1$gbkLcH!O>Q5$JF+zv9h~6E=-x#E4!yBy`|!1VdwGX%_&Xp z*An^~mHHpd~CsrT6QR&HR6l-zZ!q3%PTstwB=hcn_t+i6ivzN`| z*tYo^Tbl3l8-=GfKG~RK{`gDk^jI;yvX1rf`|LE%pWc{ibrZBi$fw=r=ab3p4m+i6 z)WxGWyyx(L{JWFm>P>gU6KS(Q1-P?Je!61g)9La1K1XbL|Dxd8R?Fu*G};eXdas%2 zb*evc@%%=?>`nVVpR-PkpT_?A>!TRSZ@)i0>Ad~_?v&@jg@26R{69C}@b|8e#x?Sm z-&WZExT%^AYUr5Pm93n3Yi8bsBZ-=;0&h0_zpip6)>z!FY|g4>d6!SB&0e#)dzFx1 zz^*ME9xv1$cW3U~uxtaT5XZt7ug?5FG(-Q}&hts#x?=OX9Xj-%ysS&Q<;yf7%KG@K zgTKm3WCcI@7#w6#T=CfUvmJ-Vj7u9MgDv}Baj?GVNRCQ&QaHr)P4l5}Y{=AWTc6G_ z4t>w5K1bkMa>{&Ri;eRh9%Pr7Y1;AW!j{;L{x|$V3-XLks!VSAe)2pspM}Do>bT$LV|4{EwEKLE{#%)I*`_Tk}42W;NUGdGcAkSWvL8;9TK50hf6tmpm6fHrF;e+G~DKqVF}2@fm@p;BTUH z53|f{`BHg9yk+B?^g}1k+yA#=+4oZKbk@D#JpnBVdt-Q(9W3;ffBq@@-V~K95|598 zMn=wwA4)lAZ1q^O|C7_@D$`$*99bn77R`C^dJEm-w|1_PK7DJwYx%=g@wUwNnTKYXwk*B3 z0B3XBO*+@4JYn*Wx9uvPS(ex2_CD&;o@9Q%#&}J!_x9AlUgL8XiDz%Vdu5gy8@V#< z@9)01e!-a2^}Sclu?YJ-;L8yLZ>`bdxMm@1w`PjXzwOuIi%qg7IiB{7?0CNwv`c7- zwIz7F`;xA<>20kzCTMwNt**?y51k4Q(wYih0^;2EUnFnRSI|rgxBYI&k{3uw-LLz- z)_Q{{4|s+dQV^4SYQ$IA0)@c&OV(F=l!DgQphwK&Ub9&+>$sLIUcC6~>;-05_P@6P zt==#MP4*+N`+1yxokiH^!mG0qsfdmKo|9m!n?f#rxU`{Q@~gzZE8?#8NhSV0aSOKC z=-9l4&h5KCLnfYAI)K*;IOb-Y_%Q#F@1{D?Dwv1q)7Kzoj-TJo-(L!yIff)ZxGj+0 zd`Ja!X#&?0|NDI@7m9+nRT&dnxAZ!F`mDo!xXy5@$oo;Cl_k_z z>mX%SlCi_{>xQ}z{cLwcCi#0}v8{@ zx%UoIchdg#^Z&U4f5~06vZo|wlFCYlHhyhYeY+2ZtIeG!sjR%s8H^?DiTop;M^7 zD(y<|*2Ptk_TVKVR9%(j8RRPK8UKC4t29tzU43j`-QPdAyti)71FtLUk2<(<`OZK3 z9-fnyFui>7BIB#t3f|s}<#XW6IMzy4tIa8JD&Lotb{D+tN`7lovVSq8T!5rh9Jyod z{QLF)@6KH@E71H}->cNWVBOG2#+pG6KEGyuzvl9*vjNhJ^47?Lm&aLymd8=ItZ=_{ z-FC??(Au;st2Qo=x8MIQ=(i)HHl=MDnJJZv>v@)z0Vph5!{fSl@cF3ep& zE7BYkS>WY#mt#O{E?<>__Hl4z%T+!R{Jza-s@Kw#bvvJV9h0km^JMkF5-Y=I230f2VX7~GjC%50Pn_XGYwD^Zq?A>KE(`HSSt3M*>Uh;ECXn5?_ z({DlhtS5tphi7Ikn|Vn5bN!FQ@{=r|%}~CXxqR-V>2Xz>E01fh-!lm`hI`WNcFyE8 zme1!TW-)9_KdrmnCo1)%>U5dR|6ktTHlLZ$#5u`TEK-Yvb}x-n(<+il)zvoaP5)_s3EJznkk{QA00=d510eB4+MJ%!|$ z-m$y>c0ZS#e*XW*G5Zk?N{(_<&a*Z(#BQ+uF+@udF#KSE8+ zdEhD3?{|vTx84G6umEj_ec5~IclL`53l(qFy;`~a(A!DgdYp~lR3`fvIc0o%vADmD z?_|}tRyW<)xtr(w&N}zs(BjR8!%iDK1ft~Zgo-{HC%sXM=t&lTs3Lw?XaAp1Gtd7A zjWgf>`{6ME-2VUX>;KP=seZc^+d7JrwOg;PdTqP0)+T+|=~)|JfR<6t7re7>&!`yREu9;h}x&{N!(E|K$su{1sSU@FsBa*Ux9o z@0a|%|0T%s72CBwP*n+9tU34I!M9wjSQnU1`2AroUgYBc zj$aLrpZnXQsWEr^T{9Mu693v?FPA6o=JfmjdH#PD@wkda(4jx-UlraYbotJk4_<6x z`BL}N@9t#Rf-2Cs=Yij#jgfbAgXVcX*V+DQg8$c@pU+uO{(i4oKQggZ^w5nt$98yR zcwJXZmJy#}P$uYeul#=PN%XZ9=5wF6%(qEf*eb>)zVkzR(`D0Z5y~+hn=ZOZx9(4$ z2|6ZbhTDefmrJLI{hilm^=iernQVSmFPCiSZCRFME}mNuc$`~*&jgv03y#XR(>`W) z>u%!^uP#^!9oAnmFR@^i)1v4p8$N8io#)MG_v3*;R#^9iUj2_V-%XuR@aN-k{{MdE zO6QN4Y-m{xIv67B*0R;>c4_@d(K?aF-rv&dbJUx`@w#UGi^~V6@=fGyS;~C@g zEh}?h_9bbZ@l>B{@^bBqH%V1j*KWUO_2=)p-S1BEM5}z2IkvQ7p|j<&E63&QZ7P2} zY(IQuSD{qA-i-y_U*7G0?*}^F=*jZ=bzXYAUM!j@SAVbad28{Ujk5}8E)Xr5Wo-Ka z)T3DT#P(r}uv^uetkr9$)qFfE{?N3~=F^Egeb;ns%(vajTKz=7{-?LmyB&|)_6yH2 zTKiM6T}J5Nx#w=vcIb0-U%tByQczCX)qij$SEv4?*B|ee-&X}4Kl9`Byy|zBmu9U1 z4X3@BaR{{NXx04b4wE&N9iIy~Iv8J6J-TaM%U;mA4ws_8rEBNzc-S_#{@?Ze|E}JY zJZ7@j@Qug%)RR~CK7FB}+>(}+y6m6Io|&oBA}9U*c3Z#XXzIht3cI*|Q*q8UGq24| zp2xTDrOV?=j<1~CX1=m4+b8&~Z0k1dV7|+l?iPoq%x^JexwS`sSFd*Bu9r`zMeD6O zc_M03j`7_iC9gt1U2x`C1&ztv5clysWz|=?Fkol>zt8g@&JcL` z&XbDIS*k}Sb*divYZ>Qr-mBpFl}9CV%L12|>;s)ZrpS;of8+Zb>^_XM)nn`BYrh2U zXlT&fRcUMWZ08CEzo&ECkFVQ)uj*mp71i6Pf6XuHz1CdZ`uEVjM>D1;SBuA%T)cC9 zbKK`9ZoM0odee9R`}O+pd0(@eDl(HzvQm%BmcLo^`%_hBN{({D(FKmpM)mT`Q_e?a zOJ4T3uYK`k`R1ADq984N&%5VM{gz4zcoGo&Z#cxa?B9feP_}2_X_Q<_X`S#lUQGpMG{B_d@-*Zlb)*}A-`@WvveA#!KZ#R;Q z@5{gMyzq5ucpPW{(lpKlju1`@&KVqTmtSNh&w3&8YqRejGe+r$)(`)Ix|@gg6#3YC zah!2w*dumO^Yw|Ma~r~;{ElE=?A~xE^JPh@A0BUPnXsn%q}8#O zy)2V#pEfY_NhH3?-`1Yz*7sC8e~)0^6<$^93rmh9tLbNYJz(;o(=A3+m|hq6D* z$S~)%>;!Ez_5I!RvA=Mtf?=Nb+9ciS6JZP#BglVJrmYlkOrK|s!fkWRxvJQfAJyd)ODQ_nI?nA1*@lJR&m~Z zHn;p<*LT$m3z{eJ86Oh0S{t!^YTgZ$mtSo}lI|A^#XQ75Kr?~>2% zSL$>$z0qIDd&?sCGiVa}P}H;%7q>ORC+t*AmNrk{(E8Wsxx_>9yX7qrEQ?v3B4_L> zKBc+b2ekG@V9myNiB<_J7OG2@NcZ0_u34dZ%}Yha`rVGlT4iEJOHFP&@BJ|OdBU#1 zKI`|O!BqK|hAee0%UH^n&nfb%@O{Y!xkvfKhIp~t{JiSEKj}AT(U=k59b@AuBzUVkrY{`zv+zy0l#k1UT{mR@;c z_xp|UrQ{0#mSrUl#%Uid;%47U>WXo?0y>}TQPk;3jvE)R-k9EA-1E2P(}l_0B1*gJ zw0m#9G~6dSqfdN#d|f5z{DJnrBK?-)N(Onw2VIwTGd-J~zwd+bK6_ZkJN+PJ6=R}= z*4l?N|H(E+hjW~HA>?d&`GwFm!3&@jyAQi7ocf&kZB1C%)~t={>)R@E@9$&z{~W=M zmjaJXnR16C2ed`h;A#4sc{-P7b(L5gD_9iOqR`UMqRisKqTdo}BmR)*wT97AwYzC0 z|5FwJq})pXR(+>$$2TR8jWhU6@4oa3*J%{Lyz;mi;wdh$F+lH7k_$Q@SYLAPfSHoCw3Q0{F>Ji=NWe~ysSyN75~bH z`?j-e(R}UodyHbHFfhe6rF>&tQOI;qC#JxmUB6L|<3okc@rL6^KChO`@n0JKMu_#H z)%xSriCXV(*q;2CKL3KRpTbR|I zC?&W@s4jo|-LjMU`~QkD?Y8+dukgY7`hUegtiNvjcucx{ouC(cVU>--f~OIN?=Jj3 z5g~eC{`R@-O~(v3IsNo{_6t5pEYz^exHX;R)LAaYgUPovh=jsaLA5 z^lnvt?cQgfrCwKNI{o0vkmem?u~l5xiwtwR5<|i{uI-SI|CPV%<+7dMlm9v%S^#Rp z__&@DSzq!@ut31*;zhR!LHBM>f2Wda>*u6)?R-yc7K;Ikg3sm1mtUhB8w~PmFIEXC zTyAs|SGhY!VTD%w_YK-CH78!3VvbEIiBrn&^<$d%>1F+D(dBPyp3O`zdhg7hwrjFp z*X1`xfAgwxU7cc@Dw+(P_7`2LdGpApeO=2u(D8OZjQ8u$FOvBEet-QlvrCSrt7cmK zc+l(~Wh~)yncFF2+5NMJtky+7s`hQ4y*26AHLvX@Gh7YWta4Y!Mo&E;ZvA#kaKz8*-Yd4#c#J>=bQVXBzGC}>2*goOyau{ zb@8pQyRpUk)60+fU9T{GTxObFw$(x$G_!fZPXmMewR`mh|zc`1#uPSE7DyIa>JE zz3G{SYthb~&*xdkNE~owx>Mh0`E13{y`St}Prd$hR_o`s+|>9@Y?^o5=3K9w+b45= z2mg$FJH<+RiY~G=sx=z@US9J*Y!$!N`OgJ1FGKv-pFKHcU&7yKH$>-rpOTb?4*0@ zZ7{qgQ(~{*Xsa&Vm?ThG_?euvZslTjvNpMfYgi`*?2Q#ar zUx;-t%#^z9X2hy;*1KuRv;6NJ-jI0M>iU5*hqtVad}OlWW9g~G ztGyon4GH!&b;@upnDwsdGqQHBwi8L|D~n%d*E!PcX=zdu83dY=7TEuMm#F@GQxwb9HI}pE%BOGaTsh~Zib_ao{ncRkm-m-` zFJDuAtRrie(dSoo+_GO5L~or|d%$jK@I1p_2lLg7O=<-h9+%CDv&gUBEwwrOV9BwT zWj@I=%N>sS7@rkcX8dgHi)m?ZmO9&H`*_S>zos{8ZH1w;*s%i-53ky<;Lz1J{oi}1 zHFmOo5sPm{LUxb5ZvTJp+$>S|RVx4fn`FCx-2m_1n#%|ACK-gRoUAR&S9(?Uh{@cN zmQSg6j*-eQL|9(Wf5xif^L=*fe`5jWt6z4tu~hS4$uFzuR7AsH%Cq zMcUCc`0FONm(!y2B8xMk?j7`2IQ}hk*U^<3r$eLkTPL($nDRDxmH(^Wg!aCqd+tj$ zBcw&0*UY=pb^VRr>UF!aEZASBsPRZ!6eK*q|9ocpybWxbiz6n_xG;sA>4jI?spNB> z=X_s1UN$>#)z0W`w|1p_JzbYIPg-{SRizJWmm1F~ZtQm8P?fwNQEZyO#`k~qy&b*^ zlJUDEW#{_v|GnVM-)jGU<8ir}-#h=y=|`M&VvyUIRFK!nXrXN6mV<^*zVmO-_PLXBR1P zbkA6~&H9L`OXU6H=X1;DGPAC%yXLyaea%F#_noDIr{B+C_wiHTr4GImYraZ8F1~Ox zV&!bTeR+Gc4}CMS@}F5X_3;Ti#Rth}qtD4UxnFzQ)0nuY$#QT0>b3pG=PZ%?auACP}%DrlMHPUysBec9>gmaTXIpLM4;hGDF>*!e^K<;TVUA+ zv&6-hzqp;Z{T}nf^6Qo0{x8G-X^d_j|wJlUv)rC%M() zXhBu|annl4`%AA|LjIS?z<8xm{neUw9{zpFhK>CwG-wiFMX1!5~2KDpjpSSsZX5t~! zT|GaH_O6Z`We((_D2e zGCj4;X8GK*sPy&{D}|`!UeiPK{q6sL5y+cr{d7vOQT${Ev$%u_=B>KFE!wh+<L2 znthRXX8X#Sk*`HxzKgnckR|x%zTfY5^Im5ccQ;_I2+!N`u!GTJKIONsmK?rX(zi@^(+Q=A&p)5Hk1yo8Q}uf7bxWQbPdj>Hr*@%E zTGZoD=hFL*vWmxCuv}Yi^&yAlwcqmN*LA>W4~m>9jD1;DD0_QHKcwtdDb;Td78QyQ z`^;Lk2Ryd4|Mc(g9hq62qAyM*NnNd&4;ss2;cZDRXE|EdO%rpM`(*C= zaEM!d`~AA#9PfJ>dNM;^#;q1%d)g^`2(*d*g-g%FQ&xZ zUvQJ*wU<2)rMJplf1MJ0{$AgQ$)BfmOI&)cxpn{heZSS-@A>Rku^!a-fBt^k&9vD9 z9Kstm>uJ0V{->6IvQj6zIr`Mk z*#0g?YVLx_;0~b)p!Fq+YZN#XOCFsr5HJ&1mF7EB8gwr2$*k3DuiaEMJIrGoa))o5 zqU~4x_3q!LVka7gJT85C?9^|jc@r8wnD|}yzAnWW^QJC3p^??;gHw3!T8_#6HlI%D zy>~yc`{}f3HQPpkR~OyodG9U^k12G$+P^q^MxNm}-pfY*HXn~DrX>A8rWtmy?uo>) zzb9*tOXu$qP+005(igjH@r+#yF899-xp_=y%}-DB*g20TZ|HcwTzkg#1;M?h#({P% z$G^vB#vflW?}2vga+a4Y@rGBPo37k?qxN)}z?-ADd>60I`~7x1|Lwz{`|bbzP^?&H z2O9gmaCFx9edj?3sc*kqcDg1f=Jiwo%l9(peoH*wk-zn7*v{vL^M363WSYBKV2<#n z<_(qW_kMfzNA`E$N5wwgjm^^*SoZz}4QQ9HJ1Cjmd0cSbGWbd6gh7T z{qKDoeY)h5P2R4T%edc9{9xj@R$B1Jam^!=-?e%JUp}7b=HL@vdMCZ`|EF8vqt49D zR!7Un#@=XJQ+u{mH0H&GcRXqJg$KQ@5^7&8Y&Tl&@w~#|U%|c4cR-utF7fpIJzOV0 z&!+JA|Fv7SLtjr%{9pdB=VrN0`K+uo$b9J9`7hag?>w!)?EUl+>t3Y6-&bjmyzB4Z zl6_+_^_2s=@I#T<3LkT?fMeqStKaV}e_^v$WY(istJlAKWAaMNgjF_EeQrrm#om|8 z=i9M}^6-I&f?8*AP5m15+3E5R`9Et`d!6tMSCvg;G5LJnzWznWqRngPT__1L{(Q!` z{hZ~lj~wAI=BZ?OmH$aRCYjE2e3rumhgpuZ8zu_0J!n_hU}LiOnv1Zn$Te2gJ&$(? zb`|DuIB`x}HFwdLuq#(VgNPR@J;Id_O5Q!PCf&H6g{(ms)<+M2dX?f91o>qD*mA|RS?rwSa zNBV1k+^nVxJ;jq(PLLFS@k&+aap9cLGLuWbt6vtg|NUn3L(7}~Z(f5&Vq?xYnpeiu zZxcEuo7Fk%QAJ>Kk1l9|p~US?PQe9@EVsRE1%7?Jb%o>h_E)P`w`DF#o?ft(LoNBl zd67d;lN$K+GFE)6SR%+)yie$zutQNyg!zRoMDq zcEfDbn$Op!E(@MLVd{sikqcK|>F8VH59)e?W@n|=%Kw`kvr4oy`R$6hYyIHq?w6oA zR9UI8>SaY9>n^XIKTKu>7`L z0;S1sPk?u}cg~MJn+iHiE~>B82DIR6!?w4eSvHZ{_zmm6-pXEoSND9p*3?~3D^0Vc zjs6@*m=*fv|GJP`)Cr*r>#s^Hcuo?z{xxLMo9*}O-myX2QY%?OQ|ugf!T4goEs5uBvr`KpeYjfcaYonP+FyJ_Gs4!SLI!TEl6<;xvlE+~o-Q}7!S4-<3X z#IM)u4-<3X1TKXyr74W`#z9kJT%#VzTG$O6=m0YLFEnjEFY8U2Uj8= zrE~0sb>3=o$J{f&CT?9E)@v*5Ycdf%_3!!O2eD)l(vc(RslR5&{Mc2psKpy7Lr>yb z5~8&gbZSqX?7w7CaVS%LMeoO*U$0iLkJ>Al<%~WUhY=4Dfe?It2QP_%mKa*F!#gHv zz4}n)ZF&Iev)W%b^cUPhS!n&5lW?w=S;81oV=0TANynVZgyTNk#C2e&#%At>aY^Tg`!;tS6(>=Dr253o1N$N z?SB1#@UDK)(FFqA3RYhOT`sd`=d)QS4>U4Q1|8ZqGqFu_QtkJ<=0CsP&NqJVKS4Nt z@#@@z)8}*6?ayD|-(P=Yp6c`%qnDXi-#z|x8?<;=#PeRAMDZEJ$)Fh+@Dhde zd6mnq&bBrt2XA9t7p z9_=}^LB|Cf9hWI?`S@zGzun7EKkfhhc%0HMTjsHBR@N$mYkyz**K&AK(3yNX+ioPCyqP|KF6elInf=xu z4lqyt|Mz|U$&2ptcb{f^fMdrqYhImijh?6Nn_1cGJipz_UcXD;Utr_wb-UYIkN^Ji zQn;z3{C=%DXary~Xs1QXsurHi#r<|w96H*HPZm_?%&UBMaxecu*2eT{_J1Do?^I-Q zJpT21{QaN#%xpX!pwqaY{Cqy2e>-RyKWN_A{nopzKTq}RJ@fYe{kFvX#O>p2N)LQo zB;ETsR4;#i->VhOhc0zI_zyahd^_l-g_AFr&!6{Z<8e9NyT<}eEo#49ba!rlbEo)x z?Dx-q{{4P`GO=A&tjV?M!l%#kCQP3H^0Ds*j~6F<3np=EO^dJldFFZjyPeMuy$2or ze(w1H@B9Dzg0>btnHHVrnYZufvy`c!VUjNk`R#rrY`PYeef8_S8+P-I@0y-VGoPVC}b|{q=C(Pgf&Rlb(d*iK&_KqLj*9y)|2p^vJm%Kj60pMk+x6e?_uqeY zHl)w`{T}1W_j|uj5)F$`?8(fOv3CmIWhN=T!=U-|yo68te!ufxHal-u%7+IB7fOHK zeBMs_<<9zlKc5TKeUf<9*zNqo_~1*a>@|W}sf&Bfxa!XveLNzpuDyOw5l7ihgT+zq zvZW#E?f*cRb8MSYjuJ965e}|w%Ix&Fd^+WW)B^9^w_C5j_Dv1X}G-GU;-m z-13i4_bdl5b>O>utYlt%$wgOX+kbmLpW|-SN|t#XX|rB^X38XkWd=))gFnqHIK-)J zTekITnD;)=*>Y0ua+N80?%7K}X02YkjqC24$9>j$Kdc*Hf|gpz6rE6f_`YX*+*HSaL1p)o< z_x;vu>Aq2X-q!t>Jqu{;>%||Y%X7lI&lxP+$08fUB7N4Sq0zCKE%l$BAFq$NZfuI} zR(p5WHP>hS>o;B|xKz4dvzb%zyv5@l!FT@ZcdK5no$h0HGbQm?np4iTh9$)t?pQvb zBRp^V%fQXoT9@Q;9Nx)qe|q;EY4EL2ekm!fFJFGun)#`8vacEE`<3zg>mJ_mNS5{A z#W0g?mZ{myxT$&`O=Ven+?Q_%9on3x=P28sd@FL-&YQ=-{`hj)-#Ojn_TD>1r(5}s zb@aJ0?Yx;j-`3~(8N2!U`+iOW9qI6WPQt9%dD^y1bC%w6c(dfm-=hTvdynaykJPpD z;M^*yzhY;R&HY8)db582n3*<9GqT_y>*4wTzpk(E{qp<9(sLV^R-5!5FfChQY+L!W zFek-lMcJNHyH6zldb!*me5|9RZ+forPt^&p4BhTCf_7PfP8ZACQg`bAZ~s+n=naCU zOiCLTGWYABpB|Yu^UQCZ-ETHMRF93j`e+~MHk2R6jKQ0a8niKJd-M3tIA_+Dx=MC# z5ld6~okI6dxAXV6J}^=t+_C{B=FCToj{eE5Itf*z%^V)V?E8JtzlzjaDW8JdW zu;%3R6(+}Jic88;uW8MD|MYl6vdHmPi)B;0|NC9=JYKo^xb`yp^FrIT^&?n~nHow1 zAlqtHO6{A2S2oaWIMm zXIwHoX0^8D@Uz6K(?24vt@#6Lsov*o&)fU;T1vm|w-+(~0bi5PMmISyIrXtKD%2kb z)fIEfZe=FQdi9wf6nX6`)MezW#dr&pst#Fgl>v`2%A_~B%~Mud(UomuboJAeV85GF zoZSz2ACTKVJ1V;LYN)nfweN-#I|Z+w?~z@8Jej%v3(PQ<*uwHmbPaueu?{NKjC+7Gp#^K&rx3RdHU8M$@d%!ICp)%pxg7~ z-;%JTGg;4i7_`K|>$y$8Jvqyx9O{JLsax6bqN4lqjAx$z`xKUFv-lR;o;+)Id(G+J zpj8|TtNUKMaEgFdVStXO;yuWIw=!~u)U>UUoJ&Ca?Jrz)n{jkj{UTOR&^yU% zerLn!>*01*4_;U;Ef#+h-xPFc|6x9B9T{V*2NvfxIv30-Jm$IWcHZtMkGl2w>On0W z_XA5nSMXS4QfktlD0>>T zdIWTYffd`!1Qiq2KdKEXFXkjPaaw)nE_J{Axtb}J=}d=Tz_R+-)TyCPbKO|hg6iNK z@ptAYtkvGbZ{^DwJ5y}>xrk-LeHL*gGdKB`{1e*HRNVS9|FJ9Y_dCV@pT1o7SKsT& z6Zvx5TJ~%cW4DiSpu?@sY+QG#;<#ORwoSP4wb1Te50zNghkF+WnQ+nXkSS8^;5eI?@86Il-tiIF9Y4xyV&jZ@<`)#DPrr9S$jZrYb{eR1rZ{YI^)=mwNv-|^^@z=W7-_14S)AX$lFMF0o8`{!)x#Ra#+NNG{T+8u*-{L{ThxBV&OK;oi?ybu(eH?3=9J`fc+j-mX zcP@0wEU#Pk+M;dR71iTgChhQlv8q@08>C$dUgWoAS%+-ynweHNQzk#Xm;boeobRBF zV=#~Ki>9O~Zzru~>r{LcV$O0M4~r>0dSUI>LtNS|=Ryv#J4Gxz^ykIm{zLEiY(6;j zXEAdyZ9anSv;p@672wkblINc9RG+tFVY1uxv^i`Oq!~pUl`nt3q`B+GqHZ<){eOz? zzW;eOJpOF$`8$tp?R)xuX5XdH=dAT3t6nZWT)pJAY1@nJwOhk>_*Wj7LE>!(xR-n98xUYVV@&5MWS^D^G^hmVSacHVNhbGCw7C`-&ADhVu8NY~2R zwQ{B6wy7_hEvLz_>zO>5b7Jy6^{p(+d!|-yuev@FIu_P-;6aF%!m_B|yA@NH-Rqsv zwsmzwL#g}5qhirl_Qv{n@4V$$>8~>#5J8Kwh12E^h|T^iiFY z`_1R=O82Lqo9gx6vhC>0?>-(!voD`L<;uuXTk=?F0iTS;24fNLa@Vxdh~h$qV9DwJ z^>f6Ww|a@|`j}n~d6=F*yQu42@sY1ls|EEJRXm?te(0zFjQLjsrH=2)I=*||v0YIH zt|pCU!A6$@&zn3c*>=w4vd_Z^xxyoYickKZj{i5Q+UHX2g_109NaA=E$F@9(@#xln zTBW;|UjMaviC$hxp=GtV3f+2E6Va@(EC z=X2-&_xqk0cH`*&?<~8{CaI@bcg#KTG)bZA!$J1`3wLLhCs*Ap`ty5gc-+mO<-6W# zu}1YSvNm3~(|d=1L)7`|W!qL&o_|>y)o=If#fCcd*R$h5i>N_c6(p^S>+Y6Z_I+44 z^;Oc}uh-x2nb7cjg;`6Edg0lKWmfCh6xA=g3VUse(|P^&S#RLW`t#E7IaD5Jmz!P- z?dCR@t9r5U!}C4dCXe<93x7N`x#*?lvYjs+Al?NXZZnlDV_IYyr#)x>r$b!VRSL-0Jlj<3qProOMaR2^#X5zkFuetUJGt-mm@fuw8kL;VjXjkMCE>#ZKzD zeCb-VsXS*V$4$^t0-#$T{6PKcJX;=6ui-gplg3}U>hp!V7mY#F&4IGahgPiqs=M*B zpS3EeJmn~O`D|J9wxHuVOW&qwz5Y^rIlD0IRmPil+&qtdT)JwtrSMg<-nk0UAz>3d zGQ5sw&ifLzr_e|H_?4Yclam);IzQ7q?&4jke%Go!Uf%B~S6yp>Ch8DrP+2&`Zpwz1 z4+iTmzm)&~!+m^M z{pr8%Wr2oo!QDqanFOuZ`~UxauY5QC!UD&K&z1XaCjGYg`1Mik;*ZDW>s#LH9*;Uy z`Ka=yhq-C+^)N1e<$M3zr1K<}y-w45_WRv#ebAZg+IDTf&l;b%QSQln`e?uKBy(+x zwP|}6UADRwa<4-4J7;kB=eQ+duYT13hYnV^_^;!$-yP!qwj{zjE8)$?x|F{wSY@hb zod)IbYhf{n>1ZeZT}wGs1+L4S6<&Tm_3shYX%UMa)$ZmB2PJ?fzh1BBuTRrD_o+a2 zUE_(W#>g4xrep?ee9*)lR-=0r)LP=sb~Ada89QO>lyZKdD#10!GsCvuExT{=db=&V%X&bwwb-m7# zt$Z>uQ8wO6FH(4$O-XF|-BRn_G52e~-<>FTUTT5<-Y=IpzV|+xk=*y;Gw7VemxX)e zWH(nns$Nqz>#k0>&L)rPjJl?qzFvz~-+s3&`bF0M-|u!GmO6g5BUvI?_W0HW+$$M> zeQZ7+dFOJqXV=EE5dGJXZD(Kj*p>%LKlUzfYN+t`Upe#p`-_6^GJ@AiYyNyZ4%&gf z^RpeOe4oKJxzEY!Dd?icJJ+AvU5_n~{bBstqwH(ypX7eqX=`>o>N?qLe$V2N$x`q} zl%G$hx4#Qx(pt9UPWt>>w+fxalh0=7-;?A6_08wX7PS<%1QgbKI^DS%7OlHdbp70W z`8N7(pqo|S?-l&r@OZ-3eHn`_^gt8MKR$z2xnG;*yWaJ5RIkrmFI@rH?)${5t0fak z?i3zxHJI%8(DwVC%`0zvFP9I#3+ksneBZJaG}NumURjrYJR<3?)>Ap<>_xa+wT-9o>+VIr22fBbD?pQe}VRvSk=3$KLa(t znX=&f@5_I`-CjP=8q}ZPbis+c_ro4TkEe&4gZ*u{Zr;aP1G?eoj$g=!SqWSZtCoLR z$}9)!*uSe?!K-)a!6VLl{xv?PD;TdisoqGl>Aq}QJdyP{s3pTKJHIm6ZTb1XB^KxA zZ~iCiBY(#57^uxIQ}tru+=aU0909=}zrM&i_u8xPV5aVS=uy!@f33WF&#YHpxpc;{ zjhCwC3(j2-8C)^1{@>4&>vq4B0xv}_)-U@Dx)fS5M0dWCdG7*MwkahS&Kex%5#8RL z>*4?R^lL$%i)+QK*H^^uI<={Zg(=J`m2=^x^B+H-w=XZ-yeUl~cxKq`-f72XEibVv zd-~xpKmWmE?E;&K)kgW!9DXyI%-_!l5B83&)%kGC9lAlD<00p{NBafu99!pc=m+?! zN&R~Thj~x_dcEHM&}T#5cZaz3Wt{AH$z^lyO^)z?o@~{zB<*T{PcL6N_V|pQ zPy2(7pC?7h=I{A$3SCf=aLWZOJ4JME9d2%5{vho-aGBxnKj8jZl=#y_153}g+uoE z9PKMsuLA4JPW}qi7D;_0`Qd-s{@3efaw}W=EoE9P{Q9E1yl+^1?bi#O9>-M~kKL<& zFMDX6m!r_SeZO9v>sz_b>9U3D3(y!-Tt4X1Sw`OGJ1oLJ0!{mZ{VY}2OrLeV*7b$M zbuC3PMnTyLE!;lx*5B_GtFz0N1XR@6E?hZj*0SEz+-N47CV8uV&}R1+0XDziY@R$j zZDL8s&m-a{PoN@#VW`$aZY*3pS0Fx3%KVz zK2>?9^5nin#WNHp7i;tXZZeqm*GJ;#&*$^o516-Yzq)Vv4PCztae8c*AM9AxU;Oj! z?fm^`Yk0GI40A#278q3$jb68bj&EJK+F0Ktm*t_wbI#a3CCb7-iso&Y&vAwG+)O)5 zZ4*}U27ygN`^>aWdiSLHef?4T;{j++^sCBoInyZnmoxj8WTEZj>vEzq{#0x7wnlC{*3o`ZN;Y}Z~y1rDqbZ~C;6>j_IC0&+4X3% zMlyP3Q?d@a&fHK2I`SU8b2udJ_(~N|EtXyRGq=siySip&S+|7BX89K~dhz-Zu=df$ zrOuO7w#sBb-;}2ld_(LmsDQh6IaN1tcRpn7VadG9>)GSIC#h%(zpjWYJSut;boSJ> zovFN!mELn-TN+#ab}M}2d(cAA{QyhiHm_SgDP{lPZ^h=&!E#;5#KuZ)*>{T2nVA7 z14IVh2A^;~DI{=Z2p9f)4zNtfOpmX7NyLNOjPlll$8idZP37hO{GFc zr}0kVAU61fO{D-Xq z=!T2^{Ic_6_Wc)Ldyi-9%!|kV>;94X_17AHT}qVcH=XTYbKcc>PExsg1XLJ6LJTy= z2nx=iiBqEXGG@6u@0Z_u6?zzc;Ob-Z8kyO5eGWB#?FP!|;JXfHokrDN0KTOZ937B( z#7SLC7GITKP-b%L$NtvYDStu7-8Y?ItH1BZqN}qPnt_(*ZvvmM|0q4Y7-e4729zcd z?!q(~Du*{i{N(~)5z)2e$}8RgYpGvwf%bKVL9m7y-U&?bnn>x`EWQazl-aPl}st)2{me{~mh3M4aIdx*Sdg)QZ{!I(r**zZPghM;$b+_zAS_ z`_JvO=J#VR*GbsbRDedHb{5a(~kc^=kD=wb?mBcE^uNB=@AO zTDi=t>_%eylgIt`=W5S@787A?*`NNqa&GF035q8r)8|YCT|}H%eO#{k&4-z1&4fkL zB`pdPHeC&iR{j6$`u?ncYoPt$D>LeN?c!oz+}@u5LukvS{Cz*wK+}+uAsfjT_nJi+ z9b^$s`S-3LbjR3Z(B|256E^wJw|nS)AGEdo!qdO>vYS<}hVc{>u9=tHzi0o~Ytf*-&kS&PIdAvdX)@JsHY$ENYc{{P|4gb8FV~<%DbJ< z&(-_`T_P9>+ATN1^M&QR9go`%OgV07X8+*;^U0deXU#7?1`Y0{tl#@>)oa_2H}^g2 z(pEcf|G(ykb+X-d&|c6xpe4mmKC*BOx(5CduSHBwuiJ_J`m-F1x&pe-BKd-v_^I3Ceh0e3)_iescip5ntyz~6T>|I~4 zMd!ce@h!hoc>Kv}{rx<#mMoQ^yL@MG6@qqX-ww#@vwY^^XY=vMlbPxBI3M2kxBolk z&-?oS-gZBqOn%b9%*XNl=k5Fdrp+lh#2NdJIqv&{WC(Bc>g}$5vt=hPqzhCyy9i7WQ#=e`b1bMffZ~pym_xe}Yr$CCFD-z9@#TH*~ zE$H=g-FG8*nZzv6lGT$xpUAC*=*HnX)pPu|96<@a*RS)uQ)cg!JW@1$Mx4`y}?{%d^sCxU--)ZwTjn!J^By zKmRGeSy!IxvTHhMb@+vwr%NWZ@SfJ+Uz5IKg6g`f$3tdZIbHR7t@y4c&@HPMN_`I4 z<=ohy7ylcySmL(Kb-p>E6)=bS?QLR2CbYj>H`&ih^GZ4UJJ*#$d`0YQSp#iy<<$t92KeqE> zKXqlXjQFejzkDfclZb5FYk z+q*57{gh+(9JUZT{sgqZ#P|1}&e%mhoO4S5T?+JS&zZw#!7YBr;HcgFi!n7*0TM&#ji(2Q#_%{{Q#;BzVH^%#@vHT_S|fT0HKV`8`qB z_d;pZYw>&jwqHY@Pv2iTqidS}s-H=7HA}zN^VxhjaPF@k!$qDF-?Ns_=bTKP9xK*o z>nQb5`SrJpFI{S%wkkaM0lE#t542uoLu?DEAdHH*-LL=tamdU_@RE{ymCt=a=W|@R zYFhH*g1|MI(kp?AbI#1(H}m@K`u~3?i^o+c+O#?Jl>VQ=H#t*hGn4$XPPGM!Q+~W! zz20eu%ZvZVr1M+eJ-?AEYiRlmRHM!*K4+PD%I8qjA#bMaW&UafiVCmvd^UTQOCD6d zoN~Nxvzy?vP1BU;=Ikl&<8Kt0TUfHe(6lTjd}EZq{ofL!+c}$Ci>KC}uROhFc~2nA ze$X+b&rDVbu0LyaHhq3=S;hJ_?w-2yDxb|fX>?j=vZZOMoSstW+;=kiOuN45X2(9Q zdNm<8DJvrD&%534`AR(#&V<}%`EtemjnMnNm>&l$&-^+*hkXwJ9`;ZCkM?g~pS`zZ#p?43yP`fHy8c7*Ob$zA zgnsq2ndyAL=YEcYWc{G;#ujf`?=CATUAyg8mgxJ_)AzSXwJ5W2wWzgtlysD;t`FAv z``)Maw&)>_T}_~inJ?TGS#Ed+w9UQcLC3lsdp>OIu;}xt?2(vb-c-=>pyj~ib8$`l zyC!q^MfUgisb;MWT5zyXWy?ao7gfqNiVn&?iY^Nu>z=9KwS&yx)fp6H z6c=c2f4OY7+WI}8yf{wGsGEFC>B*AG6V4er$sf{dT3lkTD7&gfz~}cFvrTJD9u>+7 z%()~x^H{aIMVj=E{FwFMFZGTmO{`9 z7LL^%`(A8Nj(9j@vpgt4w&|U>n44+JVfB(DUH;<36I)h%j1W3z{7xY6W8J3>@-Oc_ z{#q&Xd*-gk8*?7JipPe0{q{kIWnJZK>vZ4gQU0<kA4Wc3E2s65uCK~zs0;55l4+5m%Q~;%k+x+gzJjp44xf(n;xSe@Z`^pjK#f& zeol51H*2*1-8(^lUNdNw)u-?K|J&NMeO|8qEqsqa`-9zbSMPae|vBnm;ipw_izMhd<8nD!mRW1I- zCC?+%ud+zjB%U*w8+m!M(6uS`g)w@6-&Y2|`*gHwj$HAa!eg8dZ-MTaSysAacYog{ zof=R7=MO}JeFU$yUOw?q^V71%wXCvPS6I$_&NygQw;+szopW8`oxx&dAFZ=& z{ze=!Y2sa`tSXVh#9?8lPT(;jH_<|@93Or09)#vwHG)YR`=?v~wdy|8NcH31cm zU7(wt7l?1)Dw+KWRQo?vf2bt8_T_i)3r-t+zQ=8SA(W~m(B!|X((?Sl9Y?0@G<>tv zdU}CA_wlxk8f>;U)3#11zmeE}#wuf5)awa+{#FxLwzkXHS={M=chbUCM|_z~?U#!W zYXi0KzTEYC9k=-Lf_oeJ#iMgJet17e+-J75{-#7-AFF2NrgOr677LAip2s||ZMI6T z{}Ab*A@yFo+3J{_)i%y8lFKj0_W88>O3eNj^XlB+qdR*e%C{!vJU%37xA@fV?#JoU zUk^SH6Fb)5k+4tlQM!S6>XXvw@XwMy-)(pN0A0%mTIT!R*dkYOnOkpc-qd9;pL%B< z(zarJDYIyEo1fOToX4m0cGb?-;0PI#lrH(-Zcd_(gzEBFaN#ta;hj#!I~fCyEs2D zYf)iP|8wG%QqSdoM!Xqfhi5=2x9byVd+gR3g*Ou0drS5SN-4MP ziA=g7bNEGCLhZ{Rzt*J3_MLxIB3^PYz2J`e)_Jdc1S_|v`MT>sa!PL(k6*M(nSf!d zZnkaMuTNhuIP>$)Z75lPRKMZns>CYieIZM`C*&JvVt*kX6{vMStd&-{TD4 z{prV#IhBcum+gbjr3=_Md$%)O}e{_{K8B-0Y=qegEtIo#o^0{ou^w$n9TdWv^SQ z<+I>+x8BR8)8nj4LV`XUDx_E4N@JVwRBP_--UZ4AY@17d3I18O+;ko5Z}qmW%Hu5# zMt=Rb*MO3DynR{TC0FZ{Dw9+0CA}>c^w`RnZ2QVq{n2Bwh=j&F+#!!1@9syaMqVqSKq_Rq)T&Tl{7^6~Xqu9EFAEm<~XSCpmyjJPS!m046AR0H}Jy1enq z-uCW=8S8V?%lwxuk8N4e5??Y&ck>w|#T!XIE5#b4Y}$7(ZcCCicw1h+YAauI#JN^> zpWr#=-Jh22%xkMU-x(zr{_h6pkba-+GiTUKmVWwqpw*(#_d(I!t@~#rnV*{NWqw+H zevMF*=RM)z#LqKliP{}=u*_fe@l)FqNwe=Keke6DP4vY~$Ght3JpOJ`obtp2=~ z?f9>?Pv`U{$KTWSE7pUg)XWsN<+=xU6_?n5RMmgzul&Mwh}UUK!6>#u;>Z`;Ch( z%Z2Ox>l5dGZ>@Q=;!PgtGQ=DEykf)8e!7*tzI8sRZ*+N{v8=O+`h&?{1@9jH>8BROCKAG&_ zwsHn%ABWn^ZBsOhpU+6{6FAfJ%JfQygjjsd$D?zf*Dk$%CD{M&+uI@U|E+&s7{l`U z)#~+anN2fY8@RJLE?TO;XnQhkpT@G?-@<=AnwYhF($70dYm={Krsk&W$(-W0dHic> z%$iBt=U;j~YuR<{ToLh%3%uuCT}t+B_UBmrb4{We$1$BRudnNu*B|Z9QJYh6XvxZ5 z|C9X|FIafLUn~!Ls4Hmeybt64^;Pm~+BAW_(FRsyl@bh~h=fX^$t(&g> zShIbx;k(;9A9p+{bqM3S`RM(utG1H!m*0E4)O$+71idUK{-)|>Ez80{XQFM8D-gL} zn!@XnwQtX1^EitD%`azOf5|erpsus>%b%-z*e*YxS9D7AWbt`h@m>5oC7K$Z-Yvh+ z+n8l~L%s0S1-GmfcaM}>Y43eLFX+8x;OWPwBC6kRb^iV`I)AU|y!Mq3SF$%% zI$e5qFTP~vu?xm+EmH;7t=n*jD={l^*ID_B2aR0|mF8|qsCi%*`AF(v%o&#rH{W#2 zyf90x&D8spAg#Cm&!-Ksg|||71tq6v?%d)3D)N75mffyhyX$2udRKuDDm{B+@^+P` zkc~zE?tiiiidF9ax){7Ktctz)vYcDM;a_PtlDc)J>g~_1=#2=R+1(zMg#TlhhT)%lXIG-FBC+-LmSqVXb*=_0&Gjxm9aA@0_uE;l)$D zd$qL1I(zT!Nvp3``yH{rYpDlWM6ne+T*9v z3T_>ah@PTpdR!`d%>~tP&+taZxed?fRpas z+e4TAtk-VN)~j0>w=&!0-lM8&(A9)Ls>9=_^k@0m|NU~|FZZ>lJ+U#pF|97gBW%=s z8e`sF3HIkbDDEhG*(81EgC=gH-O}eRpU)8p`v5xg-Yl~%;`@2K-#KXkF7EF@M;RWf zo%r?MrMnAR8lK9|S@WB7*UM9T|9-oD()4=FLlXKl-=ac~;)TqVIQ#{hv$ids*CMYRCC&$ALz@|3zzFOCHZ!wylrjm3HmE zl&b;d@7BADMJ_qb%_?yiwD#f2%jNU=E?*Ov6=p1JFu!}vZLVcs^yaUd&Mp4vcVg^^ zc}1Wr7Y!!_l&@a9?bKfR;NIom120#6-1Eu+Ivl@3-SXRti@#QyoSrbH9ep8&?yP0g zH>_Um=esN-CSzgip)GZ5q-Xsz`g1KhpErJqk*#`sk+91&Oa_`&G;1^H;Xt$lw3h>hKgd-F-hECDuCS?0DFA@^1P4yF2TYWb@Xn^;m0In`)(^ z^d+M3sHk&!=CA(;3f6qTTYmq;KTgj}jQKoWKW!Vi&!5h|Tm61-qO{iDTA<#vCrtN8o%x-;*_Z)sL5p6+>G zas2$s65i71|GI*w9e?+&=#99Oua&c<`iyzor}6pRv;N&sd+76ro8rr7rk`2zZe{i| z2L0oP9`c*Nu&P!5m-`rb`iJB7DxOt8ji0{*oxDfo(4`V?!=ONw}8BIx7NsySK)tEKx5SWAvxy!z#`zkTn8#w|C~W~+h* zrY~Iv4H=)|lePMCDf@?@ntb6ALEBxqIfqpy`&_b&;FYtfXsJE6543@2QgXlTw$09) z0zoGku4v>nyP;6B%-8s=$-{`^JxME$ZCthGnd;o7ElF#3A5VU1)O-23&^ypoL!Prb z6()U{*pLUR{I~kPIQhCs)0I;;qS-L1-so)UoL93hbR6H%uY73nmt8x3tWW*roE*tN z<#YS5=QB3=>B}Cd3{K16ez$C4^Q;9^K9|nU-Nt#m|L>`97atz4%Vl}^)0y8^bbc+msbeQTW)>#^-;S;&tAx-t$E<~H(2@QE+vgM z?6*(q^8cRkan8nuZf%ZVlGU6iSLA0YvMr49n6UMpu`%0)rDu2SxE@#CT0HgmF~8WX zY4;8Frqs(FRhW`_c%|*3^FN+4FuvP%JMXsg@9tg6vn{XhxUi%~H>@e;mGGS1bEGRJ z*w5R1J|p@<({8jo96ok&vzV| zDQm%Z=TTkK{Nh5dUBWwL#DfcDEXAMAtA2OqH>ADinI&iKR~_)?QDW}4J(|InUobr8 zPT2Qm>FzfDsGp0b>(_|K6de4p^egB%#(gE{eg{qe4caaDa3@F2j7Jj|yqXrB$9dP$ zCS9!V`1Dtw&spbl=v2fmdkJYJKB{p%^V^d>`qzFwTPNMTlF5Q@2CA>Y1G5KT$f(t1 zg=I(?wm#Kfzek8E^_u3A<|z|8t(0Y+M}*EgHFH6m{>z_2^OH~2Mt+}`Fwvp0VBO3W z?o3urwbwGAeC3Geuzgun`}65^XN5V(tQt!4H|no+el;a*d*td1Cw1Fk$%uhl$}xcJab;^^N;N7;Qg`iMsuTj^K!zbQXgcx{1-hVqw`xj|Ni zpTAij~AqM`hz0-N?txI)hQQ0 zfT z&pFOJI-C}{YE$n2Mt|GP;wj(Hluhjx|J_h**S9fp`aH#1GPErG`W)t4HU-&;Z=S{f6)o@HI* zp0ecKt83|8m3m(mp5F0-V!V-GocHIy zI~uRW243I*nc04LD0Zb-VI@D(*;&``XDizNjx7hDU$9kV?%9&vcK?1nPCRvQ(c;@* zHlMfS4sQ8=W!E7{!(bg!{`5<-UxsX&#dQ@?%R@+Fk2^ zmHKvtpsc5RyXg`ut>e1_m6iLyD!+EueQ@J)4BPUcgUef>6FMrMlOSs-x_iY}Iq&~i z$8CP{SD=3pXgck%5l7Hk(7p!5nb`@TIsZvZy5kDz4tXDU_#Ga-d+sAGJFWTobUNm;Q_v~!lT=nJrON~>gIn`gZv<=Y+_5_=9r@_|n}rzb z8$hAq30jsD{MBocim1o_i@#K&=kCZ@ZSI`=tXqE{hdn!=%#ByRfzq4mQr@nZnhZLL zDTLb^_Z=FqHKuwkJ@lT{bJ7wf34;WOAC?s#9)#t0-SYXfpGQ_!7QT!F`Sy$1i)zYv zUo3pTH3oVt#o}N8e+GRA+bJqj4Zp=B(t2+**rm{nrv+YSv4p8`D%;h^ps7-5N}2d| zaah3{5Lx(V;?~R7kSjHobn)D|$^p)3Xjf0%z!Nf{BLJY;3hxS?^`Mgzxb};ycuwL< zIMBfO@cDy-&Cz=`vy2b7^Yh#P{_=5`H+Y+6HPWqWleS*A-go`g^|j|gV+SkWO3pa- zYhrT$t={>un~+Xr0N+o6?@EZ6=t(M`tdF#KR~=t}m<@J_#EOf*ettTwf46g$BhCqyYEo#0)QglGB7 z_4OaB9Y71z5H}l0UU=mjAPv4ZB{ccGi?Ht#w6iw!AX!vYa>r`WG48Tkv);VCe7y5o zh&9S&`u`?GsR4B!E9@$m{d~U-krugpy&8^Xk;}>|(2~8-5U;k~h@jw+fA@Sk@tKF{ zBohDddxMH+P-96+$rjKl564~@6Fg7?RF+Rt3B7Xhp^NFN`Osy3zrK9@?2UPs#^O0E zm(Q~*39T#uUCQ(@2tL8`CPPW|J$wC;}Y#bmqLT&z-fAA0FU3*Y|z$? zhux2}@}I8T@u*8r-uU;M&Ea?2+~sRcBCFqSo$RSLQ|0CT{q;sapG;PtowqCV)2Gw= z&+VRp7NLU9=uH9bJx-fbcr4}5$K(Fs8`}Kqe+B>8K0ANk&eI3h&yv0!wiyC=W#!PoAEH96|vo#}8yj<-1qj%?&jz->zJtZc#+@ag~w#4g|4q!Q+Qm~9CV+B*S=@7 z^Y?Maw|#c4GOYOtx}!DC&iv<-$>Oo^UM%iES8sSu{OR9cU%f%|GEZKuUhfB5ru!lF zx7zHSOL;qI=kK$${B%P3^MBACAkIzgsqc5aUiTrQ{BG%F(1n*ZALDOy|Ct_Nr@6~- zv3tKC=-7n~G47uCb=c)968cvrXqDwiKJgUUaR1krmzUpF_Bp$=@kmSnT`+diMc8*r z&)d%6N%|_Hpw&ofXBA|{_y7GCZB+E+#1qgR-2L79`z$KoY&>oyV}8YWE@*$PkNw9Z z!iRs(-geo~y0xNTg4xsQA85Ht-p;4fKHMn19y_`CoTd6_w^^W53nELehJFrxA?#<7 z*fAe;!JiFim+zBLr}fXrOnVACMsd})PU%q4lt;nbLn@PfgtmPI-RYQY$XP#WNvj73 z=oGcYpV{m8nt_fCSoN!B<+LKtx08Ql$sOzOk-eJz=4IFH3nt%;^HTnt_~_nyEIT|m zvT&7L_p3SQ?f>t2@%Zib`+S_9IeWiebG@Iwa_Ka!UvfvIc79T=@tFnMCUJ6le4V6_ zNqqg^(oNs*Rk!Qk0bRAbfv*)5XCIE*hkDiA{CAk&z9r?k`uv(np!wxJZTe^ZEgrU% zowoaar&x9S%XWq(cEnEPbM;|6BF6E*Wrt?#q> za>4oG4Nzy}?grIYelK@Cm;;*QKD6`5S>E^ie&=mEE>~UQASEEWRK-?u@up*{^VDaa z;ME14K)&N(i?nAOzx=$MT`!kCG<`m|Jg(^5&Ghtr{~g(7MUGWZdUxlCQ>hVu6jQP6 z&QGVb4?j;=Jb5a@Y3aWU3!R;hW?9aw{dTkF(iE=Cg34}BlBb=zRbhPkFu(nroi%HA z>878V46Rb6)%>n*$lLL-?ZZ<`(WRi7Dc}3nYQC9|PfY)4=;^uj0%%1WXh+P#Ce7GL zskNKWSv~arbyPgwX3OLr(3ue*QY}5bm#kiX$}#8#XgSpW$y?Tz&ENa;+3bZ;W#?_b z^Gux?q`a8v=YwW`KF(DY!AzW{rqe)c!0ya&y8S_O`J7F6Klg;c-~Yc(qIhScN?2P^ zZtYpq>nhr7HaP9e+A0vb64W^U_mkKBj=}v`Gqpk|OT#7~URB~7)s0?3)5Z2b zwRkoo+38Zrwa9c{S++;MiXpzm!e>E4CsEIiNoQ@!`=uCphSxNI&que&`I?Z%%gSP( zIja(nR=&(w?9qKYYT?p%+3WX;)!oltzt<>!^Le}9PxilAZ{oT6gi`kt`{lFVs&?)^ zCY7ynb-}FF6DNi!K6Jb^^OSB>%sI2$ISbdO?+VSG!@oJg)v#DouKZ4+;!aTZ>jD?QFlisN5(HpATNvX60Viv8PJi$NOIdZAAWAJSnB)rl=ga=Rqwkx z-yg3zJV#hMcS~SK^XYAq_dHT-GE6=uayR}?!-2wur}WPW?s+oFyRA~X@_bZRr?F7z znWxb!F4fKvEe@F=T)g>=k@pRD(4pl;r!<#u$!v8L>d#ei^Vnec{~746orl$z_f7rS zmh5g*JVzpZh2I&cNfTe4vY2jk(!y@?50ymsrPZ3CwTP2J>!ngX?Eb&auRndf&i(m$ z@%S3SZ%=JLpP8IL_e`PM$B5iZv&?oXten|eJXPYrpzR;IK$w_%C z!5Qplnv*{tVCHXe2@;EQW@>5S^IUf5D|qwyBOaUcW`@^a@BMyHS`KtsQPG=?$DhTY ze?IxZlfM~>Qo=g}ANI0@Bwjja5_Wmw1!c|?R-YGKHP!X-luK1Sw(`Z2rzW0elbqJ? z|5vpMbZY3~HeT+}zm{$9Op!l%_{OPOwMVT$#rwiv{btuf5+(<%np*P7NPA}VOFO+U zZ@1rXdve$M{T|^*t$+PCb!WLAQ;ymU&%Ja_MvPtSg<49rO`$(Smo|o*^N^bgnvwbegFLYdmXZhT+TT5bO^dE76Zn6*REqVRv&|`Vw z11jy@&!@6I7br2Yij1isz(V z^F)_td2IYODa%o7otNTESEp|MAD;IDBwe#zCRxa8hWSqaXT3Jx`cO<&$eXwOe!o*( z*y!~vNhR{*{r~^AAO0CLn{{fg!psBvmhO7DYF*r^#o3cCfcEhn{`Og}a9+}_13^zcSvC0Q zJwKT3sbF+1;a{--+du#7Jmhg}_-e11l@7{Vx zwNos5ZV<2Aqs~<(w|p-hnzHk&maoX?r~g3byO>x{Y5>h?%*Zx7SL!ioo$?t&??oM1 z?vqkNCLZ(h6necUK9OnK5{0YvTXsIRDB$rh`?T|jz|}e2IvX5TxGdRaz};yXwfI=_ z@l7v(rmo-j>(vD|^H@!=4hU zBZ+G!Xdl_9I8l7E_n+A+(rdd9{&cyd*H!#+lFyP;`eB=deusRUsNu6+>mARe3Ke_( zT`v}W$nVQce6&XF_l#QSug`_Nbp-$UPU_zo+9^3Hev5qCKi|B*2bO(?>r?M9h{$PB z(LTTVUE!GrJl0uD*iUuFlIz*9G&K795(H?6&)5QQ_o(jqIE^4%Mnm zO>Qdu)z%)u``G=eQQ4K7KTiItXI`m%q<7=uEJ^!UJdfRv`JGRA6vEry5`Z{T;eXh#ds#$Duti`{40h5W^M=i%i99vR-w|~=7J*O)n z+|%k2cC=FRa%g|1%=WD34^yKZcVG7s++BFjOQx{{h zp9nk;s><`2WPJ6^<7mETBC0o!H>b$Ic4eCU$~Ldc;{Be_yHeyQmz-Udk~;5#1bgAR zQ)_mHuawaDNpfRm=i^!1%N-cF=gp?mZTCGFP3z7InKYrN8nj{f-}^U5o4{^K|M z>6&Y2jy{@`qLr-9c{8cl{xYM&HeG!&@5rQ0n`Y^&-B3HHe=PCYx}{0m0`9zjS$3^8 zY0~D!I}=a4GFcpBGn~0^qk_^y`KhbadVep~KBvA?NLTlc$&>$9E3A(7uS$KhV)Mt~ zv%Qr=q5I{ahe#>>V(-nL8mt=X4iw2W?vpVKZF*u=@R8@mupY)zq9%I_acWvawWa{^3m_xX{ox#+q6sXbT3@1ksB5GZq63a;YKqi3xn1o+a-qo=;$noi$DA8 zm}QRVgNYy1ImLx9a_j9#xaui~G*>fpLhQ!=$7e-aAMIJH5_(hq=sfp1;#=k2xK45SrSv_vpFS z*Xwq#d$KcNjkbf&p0F+#ea~AFiP2}POGGE_=(*jac;s%k{yvFsioetL|NZ6-Itq?& zy>iEGk?+BlNxNUHVHaHkZBT5QX%XtYu&Ha+@^fMFK{H*P*tbkqk(>Zpnf+9I`igHV zKfM;Uwj2aa;O6ZA`z>)@NJ{7<(MP9?qfW+EJZxR~sbBxnO!f^QioI34Jb5*;Wv>*KjO+t=Jz?za)@6TdE~wfJS)fwQ*RYc{&IUl)u@ZcdKT zj+`s9r0D z_lZ2`YEVB_rg)OY5%H_1u5NjuJ9W-0zB%(jOV?LarNsF>vrLr_Sb4UWx%ixA`X|uM z_P>gMeSIyi^>c>(wEHvtO|~ssd))4w-kR@vyWa>s3tZMT@9&w9OJyt96oFRg9L~-z z^*dJF$Wr6}oRR-l`Sk8-rwYrjbKM4A~AgtN!de3L; zcRP}2q|aFL(&)5~@U@whvy!ittbFZJ_#KlvlDyy#6}`s3wuW=~z} zgjy(HSba}hAyg?W{?fil`U`eT&7XYLZ8FQz4ngHZ?+qOT*Oin?t~E|xeOX5(bLEFc zTv>m=Uf2I+HA!TuiqEYAm|+?#BLX#dn8`zUzl>R;gp>kr24GciHx>SIm|^7f=nH5!!l&mnqVG z(vjlE@2Z~BnWY(;g?lfpo$f7ZRgzI>cT?EULQ!R+_rhd`;z;px>2t;AuTFdSr0>G4 zxu+gD^}OAfTD|hM#~uBvXBf314Uv^bVRKd`erWys_xt_%`K-4hLF+Ppcm{2{vKDuwk3gA0;4@{6(%+Fnw^+qANVx+-RT*BcD~>D`&3k0rS@YZmDRhP z<~VPSV4C~Wv3ntF#>!PrLVH7!7DbrqOg)*u?`PT%+jCzdUw}6vS)a6iwohkk&XGTd zKs~V)F1^p=*FLj7Dp&nRaNF0v-|zG1MrUvB-|f5+RL1SCfBfx&o{e_qsn2It&JpD= zJhSkZ`RU^Gw$pD0&8R(|{xN1v(|S>@3EanzC1qUoyEJ!({hJMkoeu3$KCQbwrY`=H zoz-iZgt|LH#f;^wT1!2kV0$t+}-+N`|&zP_O zk9<3Krgdg$=yX-JmyydtQk9PXZI`cGQBiLEU46##O#;P1^GdHp%IZb0IjX5!oV?Vi zaQajetFKprommx&buM*Tod#_My7_J9PwAPLC#8nR6dwI^f3uzXT!-GZ?pyQL%+V#q0Ne z<0_srt@&$OUZ550k=cQlEdIUe1`R#Dunfpv?B36pyV~)q&gzdB^j>y zgs!jR>dH;r{a9Je-XkIPZ*7kAqS;|5L!KDER}(#Bc=7DV)N=<-uSG0AYt+on&o_0s z${EiOpn>GvNlqaapko9U9(@kF<>RB(QJ1qDkIPAGB_1a~XI=Mi7 zUWL*gvqv?Hj70932naW91&^3j`rN!GowsA5+V36K8{{p_LKKc!I{lox|Ko41)oX-~ zZSE*#OFqTOE+a6hAR#6xX6Khn-rynZ&zn2apUqCay;HF{)#0h~@t(>h-A5U73oGOE zUPP4LOr6{=UuU86^?+UN<6d(oqsd~2mOc~KJz^md{p1+eGp8d$Q@{6wo)JG~8Lk&4 zWPDxY+uic}1^YI{TYlHy@t|o!27B?cw57jOssl+y9r_PfUU}60y@aXr)bYvw zb~|6}+T0g%Bk8p6cAnP(+-KT7K5Y}owZ2@eG0Dg7)r!TFHu8o>tGIhI87+UfYV|rP zt-Tg*FK>7#`*~~wjc-4^v2ORfT??aTY}+7ny+mm1tj8{ox*vb~cwD~yReDm}_vMo& zpWpFhl6O~Fgs?m4`a=(`jkzIbCR)s?`}OkheFM;L9E|{#Fe;=epRf*Xx|k=QAG`oHDG7^9k6r4s?HRP_ z?aHg6;jLVWb|UlDB3(teL%Mo{DkdL5s<9_dPs5*<799>gkfyF7Zf4;h?9J)jWHd&n1sG zTq0u80^BlvCt`@)DA?>=L>zf~i@G6GI z2U&*rX}dmKs*<@Gv?uag8|Z2Y51xRVTYo(2ZeOC%X*@|I(nIN!)GDD${e5rLG+k$( z1`Wg46rQh6duVyfLvPQALklN$onLw=d)>}wUfb@L-TrXY_IB{A(?wd7l2m8pR%Le| z5iG7Ms+nm%=?FikMP)1u2t8IPYf+GJ z^tJPvi4W8l`mUL{M=8>K&4f8heO-#nn+rIUfJyHTTpB$0Af8re#PK&c9m$yVe1Fcv0^vnD6 zV8(ilyPwe$=; z*BEtoLC}m1v6)M!9@^Udxo^kfq#3IcCf#28?E12u7zv_f)049@)^-KLXPw?2XE*+NQ<0Pj>X0G%Ltw-G#EMXEW2+eSg(c z>Jbwp>gB50d3at!@>yRNmE@g?OK#km9h>-cYB=A?v+Z(K8u$Bl%nS_l=}uhLz0zZy zsL;mxzLTo`_rJNFy$8CxVtG`-QpwkQxhAQ2u9|4^HCpG-3$3s@UXzwInC)F~YoGPx zWgBJlt7K&Vdi|$MeXg^E}iWW11&`?n-RU^(zfGIH{9%4_3`wKiy$w*^6RsGmGj5o zZ)1q&qhmJ$xAw@FwtZAiUY?#|Z8%rOQ)>0zf4^QQ=0!&xF!I+gt~C-b-g3Y0ck9nN zuN$*29~Fz%0Zl+pPCI6^-MNj&6Lext)%va})4gwqJ68^@2k3d zEfiP}ipHC+5 z{v2xf*llj&pA$a^$K$@&=fY9FS;q`Lg5GnI z%F34@2YY5I?TlG>Z}kGUFVI+kB)qR*ug71nHoel&A)V}gtY4=7ipQR^tJBtkC$OhZ z@%~rBzcLFtMI~vR)?*znYMggP@>qY5{MF`U|J=wzEx4zkHi0|~Iv?bV&m8EQ=1D4^ zSyiB*hf1lSg-qP~W%rpufwE-j(xo6bUa6k5?`s^Zslj9SV|}kozk$wicvlm8W(PQL z)P?Z(*>1f$>Gabg(>j08Nh)6*)~;Rq@cD|s#jo~iLF@?X{~dQaY%hcZA|b)QL@jBv zVCdu5>-Y0Pdms}(F0Lwg10oCmfQBV3AS-_+fl`lL&{c4BupgI`v<8LO$6Kn&%hNYJ z3IUl2&J{tIjmZmvz0+d!rf2`!tKd253QJUU^x^Y?i`}kPhh9ne_v3N@ht1*Z?@@J}7u!ZQ1y@e&3a?SREP)z358CbJCJ! z=^$sX?6mN1UiA@lDM)+DpB2`Y-yn(W#E-ze7XMD%cq#d2Cur@$$|Z)$$9A-bn1bwo zb#SBmu|ApVD;ayrPTqJaxdyz_1ML4vSBQ^h)C{m*b^7V2v+DFcCaIVu>bc%`OllHtHbw(yYim+F>#~vaXC|=_0dM4Q&HS5>s()VE$>%c_M3a%plGnl z&G|oHzf>2SLvyY|yHLpa;M}DJS)el+U`3G;I6WEFh3NNz%3ZeVJWz_(%HAikQVKGD zWeg8o`=U3QHK4*0;&}q;8r8$+k3eq=1;@s9Q1bN!uk4xSke!|V!!qm2imLTpQfK7r z{|MH7dv$g7z154@QvRH{F)R-T|w@gYqstG`RTi+ zeN;{c6>-YR?tQjdCULt#LlN7MmVZIx$y6{sGr)A;&u6ngOz4p>RX;8#X}=1TzU^0u zAD5T3wr#fE4)WVn)A%mfz$qxV%U*3x?(dPe{AOaO?WgJ))ULPt&88(wm#RkQ?R>f` zCExb{pU)5fn%}ED^}5}8Mpr|ERY46Iqu*~ftFy}#IDjVc&s?|vbVB*(`4=w?PwQ;n z68&$*;=We}J58_07=PY;`frTf|G)3+Cwqa8CIBDO@MgndzLS4GpO;rtdA=9au2~Z2 zaY-caw#DO~$zR^zw~qv^&QR{RF*@StUvxWnd+TGLHDA7{L_ADh)T!nLT37%YL_B%f z-#+&J)tri>--<2!=gHW|J_Idy{JhyaVv51(A}*7pU~S_b#Nyt})5(UXs$ z$;Oobf4}q3H~n}-xczB5XxYnTUo%g+>NgwDr2hMLeZSi3wcDa3+(AcLZ?c261aoh! z3g>;hYV|rVP`6>#bo=*vK2Ng!c0>8+=kxZ?M(h0N+nxOVe*gSARj*c_1f3T#X%*-TNYQlJ|G7 zvRXgwQsGfvX8F1wi4`%$XH8Fnjx-apUv;iU*l$MVy?@_s=bzkuzfQVNeWLlh9gnwF z^CtUlR`C1-nv`r&>^y98Zt0h^(mhvee}CgmW_WJf587zA^ZmZxU41J-+YE|82Orz`K2)^{@H5_xrtSXQ7#Yp|$49>WIQsZEjD`f4S^0ujSTn`E16MBf|bV)saGZ z)$ewud&~lz!0^z!V&8+hmrJKlvV1l}`R9|#{*yq{`6>>Vr$uG0eDe9cz5Xu+MuF*y zf{{F;?nm!EKBc|>Ow6(?&p~saCqakI#clujY<9c;OKn%t>rC7_6W;82+_&)46#c)| zU0?n!I`jo}or~VC7mETcza15ipK|BAmaeS({y(3*KfT#}UJY~%X-Be<`})1#X6@d< zRyey3bo%Mf>j9xNzDgaNl~(xc_) zhNmLF&;S2N{bt?ox5oE>UyIH^tM2PLrBBLKOVYNg&1!cXL0S<-}?}|LD%6&oA*d7+S64e;xNCzy5bL=8_s7Mbsf4eTTXRG- zJZ9p0rPt?JO}TpI=X$pyFwG*5tB^tte;kBv~2vf;IQ*e!s0+ zA9i^0to~_BRKBgKP^ql?dNurd^;Q$H$H&^M-|bWn`IFu|^R&)ppA`*hbC!kXuQ`%> z#_myv@+Z;RN8Y&0*Ivo1jQZ1*qN=-PCDXA_r}gK{ug~B2^VyT5;_*4#bwU@a=vB&^ z-uJe_!D#`eoaH7!qlzX zb=aqRfim~u_n$sO#Jp6woHjdGOv_@ow-3V^^ZPY#qhiax z{#&ygbiB&{>af&npo#EFs$0%1eQQ+A6EySmosKt~4|P52IA!#xDRpImvZJ%A(ONT4 zjo`b-{WU2+ae42HnZW?F}nmzlo4nbw7 zqb9fA_5{|(avPs9aJ~^Ivbth%)ND%|OSU^24o=-qSDe!hUFy}84chymyYz9))H%hV zTYxgQ&uSIB0y+W1sNlhY4^@54#T@ImUW;0oY989z`nhXb*5o;M`;OYZ?=e2dVV+#z z^TTFR+U|F|veSyzO-qtFTCp(oht=yf!mE@$b2i7l{5i=x)bW^Q(@pir75i-7?RY%t zsCc|hj=G_T4ruwK zKTWpi`8fOPwOUXoXk&Z!`n}uIl9f(A$T-LjTe7L7IWe$LAe;F0(w#OGW9&qIvrLmpiv_5e<(q3~@B9kK0+H z+qvdkNNw2TcKNy!>Xy4c7gslxI4Nph+;LPaS_O1~>^`rl?4K)+?GyxE)iOzRs>%fq zyNmm#Ezv&dcxy!vt6NdWwS|Tsos3$Zh`qJUJndN>xavh$CFpe9R@q$li??pg`t#+o z|H7!==z6@^xOdAAwTUNX z4yr8644-9I@!^4)?$();Cw*JG|1mA_4@tu{@VyuZG1Ixw&slQo2;L$SDopuG%NXl+2;A#tv`FN#}uC} zIO8BRd#7_dzr5VDDz$%IcOwEiX0v!a5nBC5`q=rRqn0)+|E+hkniwpx+R)CEOMlOY zLo-irUZ)bSE&1AdQlIOs{gkYY?+Y4HL_$b7;^9j$gc~!4Iv{s2d+se#2cm2L!s}`*~U-@k2@)y&;Tm)?)(%S8D zY@)!zN8OcCE8Esy@io6IB9y06;UQus{4Lq!^_tDws_Qycr*T{@Q)yrECh7mA6}ula zaXT%Vq$1I|FX^21`#lpv9+s-CSb0JDp{J=@@!Cs%#$nb$xt>9$+iuuAXkfl|Hd=Dx zo0$B)U!5*Z`RU@hXhKiQUC?RH0bAXjIxXG0A6nk3n{*}BGU>sUV1M7NMzh85_kNGN z_}9y*e~HNN=`F(Z&+bc^;-8@-6*T94=S% zJ(2UgoVk3inM#T!U*WuHp)(=>uf4M8i^yMP?Kx}Gn$&+6EzDItqqfcddJlATh~b;8 z5aHlTk54mhq~1$`w920e>7Zzi^SQ%|z3xzd!`8t+adb?Z)x7eB{*ZsLq9Pa}do}d$&>b0rh@7L?+)mygTDLQSoUU8+{R^8WU z?(7PQD`I9?vBUP~lgZBB(L#M2*XmTn3k4t1)ZMf)ujlpIpT`P8yS{JLTx%7NlUViE zB2DE)hT`eE{@ecAv5yi!SMOvsKG79DwWVP1<34MrAZxkuTZ+Z&KxgPE7FK^eDy|;e zo8_{~&+}As?)szKBwp)x~BB8m|OUq}_!RSIOLf%Zeu&U&qoz^>tMZ2!lENXq5cJR-vjhjr=&S(oxSFCip zwDJOI&Elj9YsBAHZ4TIaY~PDDJK`$~{3bMXovfbpGsJoMQOlU}o2kiBVrDnLi$=Q5%TFKTOxhiGdXY*%n&5cdn|M%PLNk27`t6w?u+iqE9 z$=&JwEbQqs=0|NT3ZBorj?ND9*fTvVJC?`XZ^DG<5lbh3iM6~oy}OU;2*>A7P2WCz z{9FI~?e>CTw*H_Q=gsFb=!rj%+Q@GH%Hyg+TcyXb{#}zny&XuO=W6%k{+_w>4xa2< zBGnl>|IEx;>+*D_m3Tfrog%ktA$p`J+hrqT$JPbRjJ=8 z4Ug_PsKZz&h{-h0hHTjdS8+uL@n=BVu(dQyvED_eU#B^Tg26uV*0j)`{F7I(4Ovnx7G*vxGZ0t>Up53_yA}jz^agy zzn<1;hVgnF&AwB%%4YXtdq2-ZM`sIkomD^e(RriSgQ!(k4gD5hn)`Xdt-q%VAEq&B z1+8r9%{{)_@u^n_fdWGq?FFzs_)c6olnqFL#MlfO_xTfe*b*lUc8ofYEPj1)PRuAW3M)! z3#q*{ZQ`^IhBw3cgqC}3H_&yteYGSsu|{N@>)Vqz)~j?>25kL$Be}nIiO||2&>rMP zYt_r|RX$HyyY(8EXU~imN{(Kp>ivgKZE-rYI?|_R-JMqtI;D^z%L+^gg~j zEBMG?uSXNSURb!ll&gL-vF69a_P25JtMA|7o3t*nf5r>X`N=AcI}R?0-(Pp~algG> zRMckvna)#B-JTv_xAW}t5C1mq>f9N#TWY@er=2b>WjeWMby!ZY>~l+9cG2^oyOb=-J?5p& z{e89PtBP;-R146Uz~Qs(-1>V8p6ywGCiTo&ri6VDk{OlX(KybS;jW`aGF6J?v?$p$fls)w)Zo945JL(IAu0Fd@ z!#!qM$ke!NcP8cJ`-Ft;&b_ziAgg%J=kGI4Xii(P@D})v zOZBar1AN`RudMn0o-gDcXyeYq@@Er!bc-*4&I7dTZ>yJ>|=v%5?Yu#} zoMt{2)ppQ!ogIHpywB79+>xxU(|9(8SuBm_aL&Y(;L*+bZRHSZsl#y;--pX%_3ul6+Ha?e5k16t8;k1}( z)8@DHSG#IoIZ5Ojlwev1LFA6hFFYmg2@~l{-Xg6rLN>|w8 zV}HGlmdUtl9i8F+Y0A$@o_0c)?_3DvJU6xS`CRiq|NeYFFJ3GA{C1c2I*D63`dhCA zos=!V6L@XUiZ_cZCLfYapL6kD<+b0v=Jz=EU!JxrY{q)4yvy3__gs2cxhlJzPgbff z{qLigHLWXNxQ6Y%e=g&ibnX?)klDw--J0}q@w-Pil)1J+GTdsB-0R)NeW%-AA08rg@)V+T)E@juGeCJYvPLEZoU3YSWvcB(sxqk z)zENX(8de1+$8sYIoW+K%O7>F(!FK$ZvX#(sj4|E=cUG-idt|tt!n>KE~C1%zk8S8 z$lLwaX?Cd41ke#D|K5XkNc=cyvphV$wsc?CB(B6h=apuA0zn(LWXoouEisd#ukDvS$wd%TxZ@TC8?sYg<+{&lWo=Ce>Z zqwS?Mhb8jJKJ}kRYxeAs_k1H!|3>?qrcj)U=Vi{l5ve{oN3QKx5%lzUzvFS=!)Kj3 zHTM>E>q*(=-%Op(o4ez3F=Mb}#YI=~)>9!u$G^H5^)6B6%zXB%=VZb$;b&b-ZB0MU zehS(^61q5K^|7B#kAEJl+x2{2wbhC2U-x9_vhnr z{`LDm9O5qCYLs$f!lrM}FD!H}zT297JUwsoSu@r6@*fY|+pqgtKAp02e%&w4KX0GU zuRo`|<3ZEUuX6c&K7KmBqx}87ox9)d(*7UwaO1PjKYl+r*j(JLyDj2JZ4;;3iLY;O zo9{pKWU~Lf>c_q2x7MBxkFOQ&%kEhX+Rg((4dOnzYMq(&{nMsRyQ4DMM<~fk zRvUC#Y~9Su{`Pxg|13XmDR*49JZ5+4j~9#ki|T)#j{mg&<<-^Ud7DnEaUb7&<74%w zlj?^*cAYQ2^XT>V+j+bHd{lkLUHk9n^PQm4kNrBg&p-FIc-WGA?dzt~daH}xZ&u{j9`Q~eSHN;gObW_l?>H@jtkJV+D*StG1 zQQ6wY-^+H>qZhAMug@#C+Z?YxD`Sz_>9-pW^SOQ(J$<}z!88l;3TU;}yCmPdc75v6 zm9uVvZn9a`2fA%CV55htz~|I=+wa#c{Iq3prQ1rk?qWNm@ObwXbF5!3nSAJZ;7Zq{ z+G|rY4?E1h54!0j#93_iWaCA@CTeZwRGXmy+Fzu7=ha5x(C9b(T9PX{SpKKUT?X9= z2)ZKs(ESWs?^cb^?bCt--K_(jDcXWol08-bJy*+K>r@6a=!%r>(QU7+?aKdtz3#tk zMpD;>xG7Q2of*<-EdO{~be`m+k`E6K{!CrbwdB|Itlc}G&C)(%AG-TZ_`hRyc26ca z-&)Hoy5x-iNttbPvO}be>eWvd>Roi(u|aEkt%s@B)r}#sL9Cvo2J`D*E}cH@PMTKZ z{F+ZEpKLm<$E~|pQhJ3)dTk}YR@lmQDblZdBbG5ueihNjd3)!NN8Re?_iKt*SiD^^ zSLf=Eko(5xbwnr0@N3KG1>od zwqkYE`>7L_%xg^6u#Qa z1ZgjW$dG*SWcsX*%_b|Pl->Jat7$>A*vNC)H&%hJp9+dBHuZ$9Sw@Yw&7dh^sQYO! zlU?`!@AnVIdp;gp{e9I6MoD|4GElwpsMH(0&>&;h(_2?>`QFd|`sz|SXyE+HhhyLV z{|vfr1X|euN&;_AYy@qEoet`KW1Gu=q{F-F*oleChnrt%Goo}9onl?z?PfqyC&l%PO8F;l#&RX{lb zs&WZrB>_CyWS@Lmv~$^gZqNdb1zWe8{*f`w3IR>sKl^^ap5Oksbp9UDy!Hgp40WGv zmP*`q$R6iqk?UgD-u<#SY`tD>Imk5Ld@^S8dt@w)Y*Ze*-#xj}{a8PEr9%I!qaVRr zdsfGRj7>c|T`BZ1WK|GonGtxJ{IPqVZSVOmlodI6{D^OnN0sScxd|$sSxUOPx}ZfX z3p~|kE&;7#NkgBz|9C4DyaH*G%2bnoKOXPKvAiM&+o}an$+CI@n+Y_!Ex)Y@tav*K zsf=KY2A#IzsrB;v{rYm)qMhdC{vKJ-d3GSRmyILHTdM*}8CRHXKAlkZ^!D~P`h3P% zJ$dodY0-K)_fx0GhP@9BXW2L zTN-Qre!UL9heM|3!@-ja9GfTA{r%OdA68lNWbO8QUVXOTZlo-o8s-HW@lVG|#a{l1_% zV9-q^p7;0FPX2gY-hO7DN6)AcYyjJGn4x)581uH zyxjjr{-56GCf`8KyiXsWZ+yGwcHVAX%U3HFuevq8r}JY($R~xBYyR6$15JoLSzrG* zd(*F1tGC}&1+4|x@h^A(-*2E3Bc#_k$M8$kZ@-nb`pM1o`ELuvjo!)Eez|xOw9nWF zbRo=>$^LTd1VNpF>3!e%Z9X_``uFR#`ek49*d6~2<@7fkU^)ppw?cpaAEV-#f4|?i zkJ;X5@u*`1-`22m_2wR}Ki+G|VJ!lU#ZIhD1g){PG!MO?=`kBUN$rBRl(f*mCxsbrrM{+r_Cumc5>^sZQCm6zukU+ z--}P6UR;D)_RW{e=i7b1=q`V?rrP?`+wJ$oZ26qq`OaRw{Nm!`V(FX>j+`>ZX2h?j z@g&C^ZCkot7t|=f`2F9r+4)7E&lvmv`&#?!%gL{=u4?~(f0*BXkN2_PpsPa98nw>1 z23^+-x|iTg>Q1vyvsSO$r4{ZCT899w?N?6x@^;z#t!pfD6+$|E?EijQ`0LY*!!e8K{T15?a#^`-6PM=$P z4RkJ~r=Q)=Cr=JA^XpX4-40r3QUCvUywOpSU=`2;*iWbR_p98m|6jXe)50dv>2Xz= zMSs6u-yZ$#=kxjexza1Q-OOA*7kt@{&hJa!`mJ7GT8ZX&3J#aOzH{@fF8ftK&`_b1 zwd<*Mx19lZovBl73R9(g+(%NGlp4;7o=EeT$+ z<=5Bi@vryZx)kwv=ks~qcK`o;F5}m_dr)H5*FU=3?@ThWUdMSorr39farxe_*RsFc zJhpoLPjmSkp=0@40g~6_>i>RCIVu{?bG;LEs>#mJ=d6wI*YAG2&HG-(IJJl8|lWyh@E6cF2OeBNgB zn)8z(rAi2M?7Uf_Xa9UWE}#4F?~lj*(?birQdL7UkH!=p6;;)~#%2Hgl=ga^)kg0Q z^V^@_UqNd#oqdROWvKg|DW^uj&%N>iPGhF3J-tYey7OW zcl&nbHK%77Cg1v#d!T`_bp5j1$^Ev6tTx1hPP|;Se)r#Rw?F^Rn_v6w<+aj~!mv4J zbw@MZuWsA3ebd~cQ<{nLpbpc_^Ppo!-X6RA0@QT{FD$S8R=O~Keyy4Pv;V*E|IhpW z2ebrW-t78+KeMgw-CE}d<*y9t9rfm%=u-Tna=P3_v`h}sE6xpwBna~ z^@8fWC0P>KTFeoJtICeamfuVQS2&n@lRSN3-6b-t;4ES}FPc5*Fn`6_z*`}h6-_uefEVLiU{uilOaO=ahUJI@sF ze!s7J_wyBO$#xD}Ni)MI{5@Zoly~TQT(xeoEqEZU?u_|Q(EY?-#?Q<^R|_4k&e?L& z?d0wJ{c}Sew~EJcT-_eR6m<0LFVJO^iE&4RKFb=3r_Q-OVTSFW4~Gxm*?4B_i9LHm zwl4ji9(MH(r}~@;e?W(qoc6JPyXB66&=gBzOq#64^^VYUQ$g+Lq(@i7<9S0@Zk2lf*tB5Z&u6Fi^c{O0 zf6dgO?i-tQ&V{u99$&xQ&fnkK4(dL+_a4fgj$HkJS@Wj1bUyiM}Iaj#0r@yNChPyaBo%UpQ)+Oz0W zlu#w8Apbx2i704wTG{C(|HEGWOr0LP?d*Neyh0vNEznhLikg0ln!`?mPN~@R;Sl$8 zVd=<-<5$C?b=Q0bZQ`9Iv1R*`y9S;9|H3pUy;E5_ukP2&4RtCV9@jwU&Yq0QUOQE$ z>_(#MboGNr(&a&ybp?9Oxl}au@qzo1`<=G9rdjh@KAAA#!%|<9wQlQoJnEXDvO3M$ z>hYc8^S+>S#U}`)-v#yRpS)hb-|yXy$9)BPqPN+%c+LeK5w&e{O44mhH$%z2PbPV9 z^Q&#?;~ zKceQ5@ag@R#o8g8?N{6ScW$>36Q8%d#;nsdZ{7pbBigT>))cM#^L2fF?(`6!$E7`w zK?mr9Rxw@>+B1no**xGw<;JyzOVwuQY+96T<$3pu>0*KB@&Et*UA=4Glw#hL+ncUw z$NjhX{%lV1xka4GpfjdSqxC^e*-0v%M`v1u{xGspt6EX9YAR?LE967tPqX~pZ?{bl zVCZC6RWsvxZ`Xc{`IH*_lLcIKAldKJ7E$38Z?4-#^Q00BB!^~rddZ`@|xcf5Gp=n>G5gGj0Kw} zzO{e14X}x2!MO}#OUV&zVRs{4s z_DT<6Jp0RlU$f)vp`9MtYj6FPJiqbK5sl;h8;$Qt1pW8}x&=w7;*97lKbGK+ry|at zFV68yS`lVc0SZ|S(}`*($0L1zeg^w@kpV|;SS zWWQT!miv~tuT)9+wbN^oRP4^ZUxkF3Lmo`+*4lo^h0*ik4LhT`B@3H+Sh!B>Y(8V8 z$Y@aWL-zSQ@n$N1cd82?FDTawl4 zRwOB(bZq*5#`rwX`Op8RZsS{WRC8@za;kEN<0ShnY;IxJk2;=+&G%la^7?Sq#0slV zCzKC=4mrGR;s=YrUoIbhuRgCLDWg^9w(Dexg_pKk-aTGPm!ScHR1W@+u##6wCLQbxS-uiuYvvKeJEA zXO7rvuIDx?5BDGDvu-*6WSPjd#=qX1CaUNqbFZzp6pP&Pu;JUQElg~uC-La9oAWO@ zzQjwA8PpE@vDe__nX{ZKg{SwueQ^>nqo(Z}bV8{rK$G_Kg#|>b1JN zXQobzJY=L2z4PFL7?lOxwmt`-@p^QoMQ)LbZ{EJ2&pudlPM&dQrRb#OnwRpzhAP=V zl%zvCKURlDU$(d}tsBz4aBrg3#H+&Fwr_rPr{`(do2A0DHGCYV3<8_@DeqEw)oi z*hpnf(k0cuH9jYfq%OA5zYp5OJ!w;<+5MW&A2#3EGiyu!*;&&IK*w|c?rKTay?y7H z*318Yp4+>|J3ozGQ{lJxtp17?pYxFw|Nnk(f5OWt@Xb~6Sxd^gi|-D6>|5)dd3?5M z`SXSCa#D4ZG?X_=9xZM!RrQ>=^?k<6uAq}Xw_Z zv7I&2riD>&|EXw7-JYGk^_i;X@w2Qd&X+$wFDsdMNm7CPamt+PEjKE?zNY+gYwPbQ58x>$j_Y*6(gS`}w6Z;@sCIcd|Wq?(l3%7PnUa@NZ+*^wPzf=D$wT zEZl!Yx(m__R4J7eUhdn&rMBwthR^4$pHH5>)g{~GmeZwUQ&uhGxBHj zdu*Qtt7tk^AK#c*eVi>a*WvQiELq$6VymC<+5hcIPbjM`@lw_7T6?+VvhVc&wtM}yME8nj6!M*QYCXATozU|g zDYLuJs(UhNsa0M2EPTA|4Cug#i{Jati_X42gUkC-%Mv+G{acLbcMk+~pMUkzYIE<= zbIwUKBD8Aet$G)6bEciY<@*`S&FjK8exCBtdY>KlT-H^t-H9UEr{j1y-J`gLgF}LX z4xZj|A-Euz{p$V@@5wKovx(el+RU%N@5iGF7P2-K1s42XpcNX+iwc5+HoE6L)qzwU zEBD4p)&~nG>@(5&Hsg4o*3Ql6?RGz#@A#-gzh`CJ64R_TI!8d)z2CA2-NUv}_IX_O z+pEhC>4&Lrsylk*TepUpeazC^($Ukz7TKn5R0;M!ApTnASJKnW^i?6ADVLW`_Hur< z_sQPNQ?s^2sr?lH|Lyhq{m+E&w{~8hQKOT-w@Wr#X!g+~Dk-YPF`uF)ZB_Yvd1}U) zwI|Dhce*tx#jXr{XSHU!;TX=li!POXT(`l^2qcH~$&&ekW2k<&2h+NG%JI|DCw2Cs6= z>^!&AtGnn~d+#N44v}-&cP{Rj9hSRQGeZA}*}bQa*d&gnowLq6G&6hM&RcucVqeCc z`?_Rtwx_C}#lseX$Dn@ViYvX(r9IUhV_6z^VbmHpYOt1rd8@>pta z?s2R?>mcS3)X_}gMYd{d{XM%bNPTOQ&f_RHxh8coNGNTKq>sAq7zfNd4>K>-Meq|ZSO}4uP?@a_P^vbHS5G_z1?dTJx#hDA*B8kw66KEzmRULc*d&5 z5&T+9GITw+O0QS8bShPNTf9>4-fARcx#_IK&+YG< zk4sZjj#)mRBb?N;gtORHD0peqmp}-4@ zZr)ljnd|CbmA{#}Jm&(1CK_&xTH~9)%U9>*zrJ%9Z#>&6P`oZo``(^F&!-l-tt)S- zOj{AvcRRL2CDmu%v|?M$Qr(qTBGc!J)?Iq3@LG*EFX*9~(uH-qB-X_$DC%7mzW#rn z+0jO+_K%QVEAWxQW7*-kGc9tBwj59SXFaKL3-3~|GY)ver&Dc2_*U#QMl72Q3Nj&<%$E z*}uNNyzec0e$CTMD}MA%T_)39|Mzvg>h;aD&Ucx+iQKlkwe%ay+?#HbdheWZcr;mB zhU<3fWRui0kBpe`mb4m z9ftFM)=V@lFWg$pdA#dU(YnT$uj3c)h+j36ISex58kFiY$4qciJ7{WhMtttRpU=GC z?frgFZ|-ZIZ4Y$J)Z-qCe|=fHP^kS0dwj;_M+T>x`RyW#>JGfScdzPJ+3j5CqvD+B zZg6cCd8Ykj>zm|hx>NE#dj>5tI5_KTO`?;U?R&-F`<8cnw$$5nLTToCerdBc&*n=$ z_g!kWJ)$)6PJe9gPw&M^SDVkAl$vZ>c=z&t@o2rh|1X^uy_K_h|Klna21W)3PZ!6K zvy-~@c4??={dO~bet>1f3gh{%x1WC5s3(#yrD2*^>dsn{{ylx?^OuMD?dQzT-|@jl zwNQNW@~>9@$w`|-J{c$_R(-kX-hThQ_4_>n-m;zM`;KJ0Ed(7NDF1%xv)OB1cCnUP zUO$j@U2WCFYDHO z>+65mzV7~9m6LA^x&kwC-~Ju@SFF)}cFy|!ne7vnJSzJ2a(VvuSu$@S?Qk4Po8MoNh$72dxhw9#XCz_W#W z9yD>^vh`1T`s?+2|6R;)?UIXDM6A98TG}*!#lvOI8Hahz&xF4PZCZIdO*zbC*RuHN zGoVW+R{2_P?~IMAUVijx=Ht0jBU1S8-MF{q!{$d;!mp3!$-L08)5?^NUVHA{`HFLY zf8YP_H?R8LPS7}Kez2qL{B)m$b8)M}Hfw2tjtKozs2^JR7t{g2c6aNxFPFTZAD>HB-2~wgYK=~eeLPhM^eXXHi5Q6JS!{A z@w|2H+Nns;kXgZG?yJkT`pogVnsBS>-K<>>$@17%cN-Pna`^FR>Jh)1CAWRWep~-I zR0C?I6i0zJ?k{|$c6Z)J;C^ZTKVvoNZrD7;(rVM%=XRL54sxqtIryi+o{uI zCxJG!&p)6&N4dYO=TEPf*1Z1PM{VYT#sPl_&0lq}^m^>}Ww)dGuBq;Q`_a4bo8z_n zyP2mhJ2U}rSG`SUM-D*o``;6uweXX*1voyL>&K}#?yWKZ(c%?Hh^ zpP$SEy70y6Q{k5v7av-rtIC8$=WZ>ishEE?Jl1hks5}GRocZtUMzx*yCW7{Q z9Z@)K>;@X>%$-zs##hFE`fUA28yC5n=+=AgDr$C144NpheAd*BO>Y$wd;RTxs@yC( zt?T?W-!MnMqqpc*T)A8N_w=0pvk~rh#J1gy%UZeADb&*QYQ)L;t%Z%Jf^WHQ=9xct zU60yI@1luIvR7u^&6>DDCGl*;r+2&Gr|oN-(PQ2&02)onzxjUui$&dPpoM@xYFDq_ z#`RG++Ok;h$dbQ?$7O;qf1H;c@Oqta{t=x_o{YYTpj|G9DZ!(z}iLuQ5sCsihI>26-!XSM2V(GlT#d7~7Mi{IyEE}MBM zyW=AG28^AOX)_f6@7!Dc{oMQcb$@?7&D-^I*`MO0eZMa(bnf0)zcKm$Y5o0A!Xgq| z&E`u#uH1A|?R0F#!`6r8+g55HW0k9Zzqh;&)J(IM>HcEa`CO_WG>ZE9^S#RFa|_-r zJ--pOEbae$P=WU5vDY`*<1?OvHul}I{eEZi|KFg?z-Q<0`}yhp+2>1=E00O0pV|BU zUiHk^pjn!2ojd>i{oQ_FeMUml9ndPjFBY|5uZHjRRG({N|IEks>y?KyLaJgmZL`hp zSyNW;w)vb@_P?#+F@>&>L9IWZL5KET{GMnFnj-jp_uE{0S#02K zb02i+_nGJEGgGJiv6>=vxiaM^Y~+3R-!o>%>gDTxJT#SmU;qE__dB~@ue<%sRM^)f zFz-&`@myoO<;nXlcxkT{i38m{_cUv1{{4N4zn6L$s(qfYDiO=Bopp!5N7?L}CA!>K zA(qv-mFH^eQMs*ohdo&3-wN_uJZK0AHM!^_+^QuX<#uV`ms8s7d8V2_?zgXd_6f8( zX$4AK>fen(2S*Ue)5Fm!PAZi={59O|Ny;>u2Bp*?ivO zP3!&V+o|5yzFTF!nm7MiOjqO&nW$x(;zA+<&z`D#ZgH_{5|_iRD?wkc$#(1ob+}HJ z-Od%)ni$D{D{E8!ihoP8wrhWRch~xiV&$KY$Dc>%71;$ax{J!^hV8!mZufh+Z-KiIy;whas?Qai>TI{JCmVT*&LW1&25j`~2erLot^R*L~dL5A#&a(a6II9`G=?I=wUc2^T`kYy7 zSA(ZJUv*h#_FFva`0)GX^7;3^xHoe}uUfWp+PigGHIROhCus4-61hn_F$s;VlR*8& zpDz~oPtsgI$0#!lwDM-t!#3$Qv6EZ;^Nv`5Hu;vgi{(OI6lej#Vz&ni+(E&{-B|exPmHf4p_| zHi#u!E6d;Cd#4zB_Q%AH;0X*Ca_gmp-cp}0JycHch zKV+_oD=PtgrG?b`*sZBYk$2yN&q9DkKPd}e_Rgx~2OU^2aoV(LRqLCi0{;K|`+6@f zE5WO4f;{(De=p;Qo}z&^ArD!h1MxD<9Vi&+mM^30l*$vhzvNPLTZ<*6;rp z1@gObT?%-$%#qjAdO-J%U95P!N*A-+n7oK}KXV0ljRdUbdA_G*t%kgLE;a=>momW^X2kBX;i?f1Lo_|vqn%JkD$ zLH5`E{dyhb_ZgtH-G{WG1k`P$(Rn26(?RH>K#3jIr-Z&C+v?YAw}bAtGmFezI&~6gLPRou z&&NriV+~CxO^X2mSU3$Mys?S#eEi2!2-tM;wXxjHj(wy@u4}{{?=WehGAv zb6tJuva1i*@BcUJPW}JCCk>CwOkT73oYl!Km;GkfpPx7B&#uRP)|1Yf-?sse2iqx! zJp*k3@3;Nt5m)tcY1R6;V9?@`NuZGd%f~&&ufF|!S>bQr(P{a7j`7XP=W{2U->)&w zWQ+XWSXgjMbGZ+wt@z~6=kxm6Hn04S@EIQ2_~s?(2-qiA!{dGb{rkROJ=n+4b@uap ze?Falvgh+TZ?hW-%?4^;-`%x-d3m|N(fyjws-QzPb{s27Inp7h7?(aPb6EV|M$E7b)nd`-21iPeL<&cK6$hG{JRgvOWu9@`~7}`+nKq{%P9G z)M=Z(M{4Tt{StKXu|dv_4KcRhMc3fTODoV~ar1*L!cYF&p0jxTr0jm}_dDvg-0rtkiGExNn! z>Kyr{e?Fbo2X%PXo~=AoYW#2ZkIK(y&5ftanr4MmyiJ+xI}Kz?@zx_1=Sl-sJ=@QZ zqs+Pfuv%9x_H5T>HRq{kzFhX7zXo(-->r|JgDzkftD3m#61oq6UX6H{3ol*dQb7 z0y+pBd>+jDz2BlXJ?^ufwpH)V`iF=AgSbJ9ltQyY{@*LP?0a&@v(8-YN0yBFIlaKXqzMZ{(&!*oJ|34pyz{7$ zx8BZ_Pyc?uZ@+K<`_1NnkN(+r&YIoU`D4v3dK7f%SkaS-?rNZ&M>lUDDSdaZ`aSRU zbH(Rv&DSVjKl}Y&wSGyBLLO*!{gdtY>$11!fR?y{4jcjXswRPM8hUdcdTrGePtdxU zey68?w;uP~$Ax`WnYv`@s%+3bOp`<>x6ZGAIyHP+sAu`-v*yq5e?Q1BpY#2Xu)od3 z^$oRew_d+xYybUDar<-g`!%1-&IisFx&OOWJWgY$9B6MIXwSxZ-5n2_c6#gWTyj}- zdGfKIlYf6cpP&0rOncRtn`C!CU#YZo z)|BUx{+mIQ=MR5^)^~(^hs{|Pb`F`7NOHuY+F^>CYh#TDgScW?7Ue$ z_Wyo7{0><*<83N9BYN_yGfrowpNd)j#00bx%xb3qFo-)_6D7jh-6$t(Tdmq|Nr~G|LwDDKKspjD}}$`%3g2Kul(8J)8w74`+vXNy+qsKc*+qw zy)TEj^;OtqO9CwNLWGR`j&SXh$d_ICsxLQ*=g|$(+iI&8J>GMc-|k1k#qY_M&t^R- z1r=05+J!wzd~SU*H{bmPUG{ae_`L08SMgYrGs0&-E}S&))FJhG6^mZ{-gLL{Uvg67 z@3-6iL3REH{Tcd`xx!beUGCtY_VBC1v`ZhIYecKw?R%|x=dzjZ5s)VH zD)Z>CtJHoRntiQl!P2C)JragWe^e|3UU?Ub)a~@2#HeypEUx0=8SvS^HAZVBqMSd) zsjy^zw%E4o$D{7gzq6OmEqnFhYco6lIrXg>kEQ;;&9CRS&-@;(@pt>0=koP`K7J^^ znL0i9bNQs%DknS}E^|$tw&BQ~cKNy)bL#*7JPA4w$o^hr#zfCYdfVjG1f6GxPV)XU zH&;WPGu3W(+5FbEwwG^$R_UM%0XTTdzf( zOl+48`}Eh+Y|HVq*%5s%VRzJ$lxle@-p|;eH!Y&C(?qBjyrqeAdz6RzU9RJfQ9YB_ z*!+I8*;%PaMZfUKulqHh&nl{c)__fV@82DMY|}#L_Gh=1K5t*#Z)YWGQIPPX=gYnh zP9Fj9mp>HuUCK~By-%U?#7@W6d6Pbr-zjvLP`9@7yHj)M+sCR$YbHtiNYwxT@wk6N zOaJwWUK10}+$ zWpR+01fO_3E8*Sg88x%Y?^R~+3-?w{eq0PH&SvjFUVq;7dW`F8YtK0iKUFtBd$q*q zZ38nOM`+H|bL_WQtZ3_=x+7$EX^Z|B&jU-Q`>M09Oz@RApXB9l_cO)LFldHF?en?i zPLGlvb*kr0ez7d8TgybKBt$bv)csQT5kb-X=-jQL9(@68XN5i$f4*JS(6MOld>!wv z>L*o%WRA<%*WCQw*&@QZdrfY~|1@dO3r6Y5TRVd%T{KkmJz72|*w}7H{5FB9xgl3J z_TO+5$~-gQD^=;_Vs8CC1}jDTbWbL(l6QQRcaT;5jL)2V1&4VTu9{G)RCy|*@RFx` z>k-APXP2(hO?EZz4BOVuzCU>5$$!0})q=%qkNxcJ?A9?{x$Et=+iF`y^6w>_dwwWI zvhxV|riGhE>o&;W5PQ_p6?06!Pu`q)$}HpJPbby+Ju|lTK3%`>*Q*bepd-jZ4Zr8{ z-ZcX1NBkbjY_+*$Ze1X=vL#j4V*U*EDLXAZ=YTeVJv5bBE}g$;F}aSa$T|#J}_6&Tp}}cH}K| zwda+sK66&7dH6KyzuX-4DlGe$WIB(1ckRkK{}x%RbuEhMbo0KJ^r%?n@}<*m?J`9k z9zQ1R(aia1VYbjoM=fW?J)P@+KA*p@chjNNfHU-4`mWq(pi_7!xgKGk8fM5CH6vun zs_o(H<8mj(Y^hdV=xr+9+493iH`9cM|K7arEKBXtC{yi{`SPUeb+n=T=-<77M;=Ut(5b8Zuz<_>&w^T z>;Fzz^W@-1)t%?c0$6wbez&{*@9fqia-MHXlqP1mPiojQ!*!*Xw@{19&#>6it2NOP zb<4esx7GA@nqOd>e#-TmIp=LBl^2=ky-nqRFB7}LuA-a#`z7d}!@Jol9xRzv44OnS zPjcCE^y#vm{r~^Ie`vF0))t9*>X|aPGlY+W?n1Lu^!ro)>7=^odi&>$ocpGRMQQH* z^Xc?qLpF1mh-{iS3ccx{UesmK2Oe^d-e6j7IKp%)-RoRO)IXqaig|vo#(NB znd&Q-D^a&B2rqwSvM)oulW|{4fAQRFOeZ(p=$o`8a$)`d-}e<2#gBfQ+Od{@bJVP5 zlO+QaA5GC;<>~Pu)vmb8tjj_^$;WGIGuOry8(PyfKW=SZo0q)%UWsa!k5bS~k3+qd z-kE`sKWbvkWaAV3PA7flon+&*ai@g&jf7^i&{V;-Ne68vM6NaJK6%S-701dh)lBi{ znLhUZQx&dm1}*oWF@KY`LAbJL=h1DGPkqP|R1RVJ{2;9-`^u8Mscx~pXImQ2`RjlxxDrHzhBq) zr=5Er-CgS_s`)XvrHE$Ug{xEVL{yfcs2%Pr=qdbc_rAD(km zBj;l@=PHh5Avz)Luh(8*+1F7Rxwf#Uk!zdO5ur!vAwe&9zuWb??TNQy-fwbEudPx{H^S+Go7J9)ROLActbct7z)bJLI5Gz#8!YHA3Zr*iU?>!WoM zMe8Gi)~kD{>vWwJo~62Pn?az+WQ#MglF`+ZBA(os_&~#FPSD4bcREz^FL6rToA2W6 zGwDc5=tJeOGt2tZr8sx%ygVhj%JH=8R7Fp(ZM|>3^0{xjIrY4iu&b%Cn|VXF^K##| z$u1>peavpABt~cWTPGZ7DB$5pb%rhm0cOErhn_l(*kY%j4W01hpGi&GEo3A4O(#_!Y zn$2pUVUsl1%sqTls&zf$*{xoGx$Mus_N3>H;=F>M8^@MTkF%=$`E>f{&{M6~*Ci!~ z?Alss`Fr^d<#WcmpK**DXUf(ib7rpJ_bV%- z{-pT1GqUFI_k3<+VacsZKGg8@%cXdu<7RV~YVAn+?YvK?KYqq%d5beokBh%MbJwdh z`fueLNoZ%gAlV*G4+q<9{e{_9%md#iHd3w*R z$h95Pvd6n;O9WUf*I2s_eB;f8#YMA=C$fmHt+V{@wRP#+H8<8x=ejK6zVWT`+T84` zL35ty>z05nPBmb=bj;j#d;SrdlOg_-OVkf~Ej3DJPiFqz#8o9S+j-0CrN_5sl`PY; zzgH2M=W1ej#Mk;w`muVUM@MhzE&m_)Cd$FdsIF}5+u7Y)|35v(^r)|LhGcU3?A&by z`wD_j&dOdlvmTVb=lzuXxJ*DRNIP@!y@^#vXG%#w_fqAo0k5`rbv7Gib@>d7(4#AO zmUOl0|H-_3^3LK|+vlQFyUuJrKK*RSwuwE9wWg$G=E#EfGjESnJD2(M+wFYuzmsOP z$UU2ty{=}p%f1!MRF$U2*PQe%_50<>eP82WZ`hKAc?Xj`ZRfo{nIs+XtXEgP(@AN9 zgonQLL>bkSytj6yg+_m}=A7_+e*L}-Q?;p$hKkO2zN);e^y?IzWN}1rYW2(9hm}HU zA-g9|(VV7`nF2cM@W;tYVQq=R%f9BV^XKe7Bkc3EREqOTA83`atljj`w z1|5GXtpwWY;kW&zZrZ|DF|M_dI|Unl+HoJPEd(uuu&m^soDjQH->Y-|^J8s6oPx*h zX5HH_v+bJ>`>2ReTI)o0EsC6!ZQF@;AjlucXZbSwYb z=C|^mUD0_vRsZ-IDfN2Y_;Iv2j8y`3Bkc#!DN_EkV%J=u( ztLSCwc2hUbEj@J2h)m>`{TWn-{ywRjPb8-7>Y8bI+REyOE%qh<@A*JZcg8 z8+7yYj-Ac3GcDe8t-j0saaYBj#})A!|K?6Rxz%sZG^g(85sa}uchn2zAtTJ5ucFla zLe2JB#8*C@>U@;vZSl%4D^p(|$hz=vlBLSeO|y53T=tl7#`wI=Pp$Q9^iSWfc-;HJ zI{ujZ(p7Gi2Ky65{%->{dVBl0E`nBW#4AcfpH8#iB za--ldukm!%LN8TI^Kj7Su%G)&MYqk*^0*LXv-Zlqitl&JKZm|vI^j?6)cKiPJkso9 zCvE%qncIGQgmla*v&X&4>hmg+o@Mu0zuWO)az%Q~+N~A$f@|Ym{aLnXy5)LF?+nJd za{gYOot{xD%e5CdPSs83&e$mM)UZbX)0nrFHL_n$4krk^8535>LOnY|DWgfRXM(5d2}Rb zk1tSX>wWVZ3C((|9bRh) z&b{}oqjvt+@9zp;E}h=?_;jI!Nk)Ljj3v)mmt1}7XZ?1{n~lfi9^MBnC;<)Gr|c8= zGVz1*%`d-RuW#RfbVok*R2bDwoP?k#_n5!NlhsVp=}@CSnHnW|Jip+Yjw-3dpbvq<~uLd44wSuwC?sh zMlZcUW9s{wOl;e;?}*!+|F-$v8~$(HxvidC%3Hq1mtGB>4BGKEf6KD0!sD{#XXa~f z(f98*?~kc|yVW)NqmkJp0~Jr-BBN~&(t2*y|Nr~>^LnFuWvtKaj&bYn3HV~#V+>k( zA@Sbx%JI}w8(**6-L^B}=DgDDvF1NN9OgfK|EAxhRa-7BEk1ORU4G8ankpN=?ZSTj z4`Zocu0jk`Yih6SQ;c?Y#RLi+ewv z2TcaJ-UnR^bY6Ggk4HbR_ZgqF*m+WI_L{R+A9uXjbo!Q#yUgeEzDUEu$aB43v4uxP ze?A56u`D}(zxMmxpU>52rcAmszy9CMpLR>H6~A7){oH={{dIqx?tIws@tE}Oqe9Ok z-JjR0UOK(;-^2qV!k9^k@^^ZuKnR@6oXx-4C`=H~BH=KRBF$Xm1 zvftnO?UtX0(~=`K@)Etviq(-x_EVsMQCKwR-P5#76&cAp}ab4i!rF5 z7$ED_nv}EHL-Z=>l5Z`A@aWvFlTL#Mz(A*12|i0(TGe}P)tT;c(DKi+`ICK&JbkZk zzvydx*5stHzm4E3^Ob6IGMCMCN=;ZFw|COcXS1|J@&g?`UkCpS^V(&a8#epa8cYAp z0eAmAne5-TQ){KclD!(CGq$MBEx%XkeDrQ?`Q58eueMChlMhW=ll*7ywvAI4^}bMS zml68*cm4i^%)~EBT-$~XjKULHwndSjn%^lF|zGvE|Z@03aUtg_# z`^z%fiU*Ak)eTR|?AUl#_wiXb>0FVhIh$qIScmQcb#aUy_ZUwLZ9G$#{Qv9A%j$3Z zSBdu9d^!=}dj39FVBzVVXLh=UY8S5+vY%i7uX6VFxBGs-dl-?s=i{-55rXk+)O9ap zo{qawwPTuvev)_IEy3x#{uzi(-Sw|W#?t7su~>A@#sZxcGt}!=I4yfLcjv}VWh<>K zQqOG)PuXk=+45;-h@)`(kuQSoGJ!>vTD6wvEz~04Ua(#~Yoo^^(du2YyF)m!oma9? zY}4|uah#r$b}_9j*txSwMbGo_nrZiJWlx$-n!BYgHgD(CNgFSA2r5rvWM*qgv00nD zJA2*5c{!b`(>P9+MOlBYUVCKPi^Xoet8P|9H^s!R-M#Pnr`evKmm<0?Cv7}ycH1Q7 z(w4}8!qbLIjy0!sx2v4(OVRWU)_RjY(_|{7WfU^2GuZP|M5ox@?RU$fGc@>xULO!49osM zpS*v(v{{b*BofehEy<#{_6DtWSIPr5{igP0@qn5>m)@+{W&7!b^6R})(80=Jqe3lD zsntEXS4-q;zXa|LcZ5hxn$=WH?1d`xz$#7Qt5mYHv-gHO@?u?>13t9o*n3USNlWDZ z$X^0Q%lB2#6L4(bRqKM+*g)G}h*de@iCr8QM1a?T_#TOr3h9ln`>BfSbPn+97>M6s zOJ5+?kZ_O8UW~O1Teoh-dG?0x&KSM$$KR)@cn0zR<9`Xca0QZ>mdJhI3%&IQ;s{gF zp%*Hile`|~`DsrL#d^I6cuf=JMvc0EKcC||hNY7xr;J>?c8#bdDL?F&xc5qhz7L%U z@oCka?@?GT2JzJD+-^LFQ6x^!uhOzD-t zP~H7^icYsa)!+SQ)2#KgvtENPumB(C0y;3e?)Tg6%kJ(46_iGx8yqhCn$OJ*g!DR= zgad z%&SSMi$S+LMwZ_#oxF0{EUlRdO`MZ%rq8#ve9*u=X`-_GwVIotuIT=FtEw|br*%A+ zg3i`V0o`8WsXli~4yazWef0b5lqcf96WV3VJV1+^m*n5y=Q-c5_E6p9e4FL#KnE4K zretm9yc$*g^=kO!zu#`_M;07poeWweBw7FGIm3v@cdP0(5k&_VD$ zrJ&ORHhn&4t*-3Wqp{1!)^7UsH@n~OJGp#*-K;sa-)_q8+YiavOKxR?7iaC8e`Uit zi^n}5QcI@=EkC)q-%e`PEhV8EmDv6N|NZ_`q;dm1RB*I@$>#Zy7h*~LGP z)U5nG`E&Q@HLH`JUyrZ%1ueA!U5ayd{qY@-`=lpj&+!H=EBK!~zxJD_pXJjjv(_KJ z@c?wbPukqlYfHk{$0c1ord;-PJk{kbhvPV+1&>04^u8aL zuitW$x8MGs#m)U6G*XXr2=07%xLv&VUzhf}6Z_9^NIaaiO(!hA_Unf`m%R1o{{DR4 z{!#y!)h(q7`|p(9&UKA12OSge{jS~bH<#DGzTsn$f6CIHoloXQ>c-8WMQ-2a(&rQw zfzHc3dA;t>$KyMF&2BDv_S#_EjQo8+5A932qx(E9TkWAWN~T&pbN?|19(i`bmH(&z8@{r_d_ma}FgvR=GX ze17hlO{cUTe$QUFb6MKyX--QuMHk)3*?iW?G+>Go*>&`p?b4tR9}e^Lf4*qcuaXy}oUB_)JTk>rvTj1D>9(TYUG36SuC& zs(UL_&K=sAW}Q4cKS~l*0VUqw*#GnIz3TV6JMBU?8LR8B-LbOm=?u^!t;BiH`#w~j z`RTdaFRAzM4$y(;*X~_S$WivIoWFE>+^)Nyw``f4zwc+4-uZ9G3bz!@d2*-Y_7>2v z%j0=&S2aZcM<&PawKI>Z`}uV8NwwKJCF~WS&zg6yYloG?FC%YqX6m?nGT64wTfN0< zw~i;5P@GDD$Bfj-!lR;x&nF&kyP9(|s6yA%Eobvtvy(TPTtt7*fAWhFe#pwC_A_fG zFV;!)+kT7KoqDNW`>V~#Ste2SMLeDi(DPL$wV5s4@&h!8JNfmx-RoZL+SIpt?Y5|h z=b*J>Dr+DH&u);?I6djI0AnPGdLYV2`**dpx5;rR`8 z;_jK(CkvH#dRO09?z2!*nUVQ3n#(ik)?TCU1~-oP+yATBbWAE+#r#fz^D`q*|I7$< z>q}*%Wqf9@w~XO^wa1fb(Sr4Bpb?XSNdSqqvcFX0q>&vG1b}CMK81lRJ<5BUq zLhUNLE3H&MPIWWV4cj8B=C@KSHSQ+p_!yOSo*qRDRc5+Qn*K!2Gt|!bG-xB*o|?zet^ zlcu_T<+s$|ph2DwlU+nl+CQ5AM6q~fSW_)upYiiR(-q%R^io%G&U`+pxOYBi^Qy)F zxca|eCwWHpNp~jPYfg6kG@0ei0>@^jujW%X6wW)>@zZo=Ny%Dp>tE4=h5vK8P zZf%(7)Y9^rJQ??SHJ?r{nYQWK-f32ceoQe{UmwDUZREfX6cx&e%u&n5R=-=5cJsX5 zZ=F9nQ%`u?yF0BEJ1yoc^z_;6{B!D`kEt21+<1VAd&*uO(b|_RTpnGQ+O`^O^k8aJ zu{;erz2xL^`FfdK_m&BJs~kw1ox9EKc&pYH@Bt>@A2jo~U0b^)mUZfM(5PjG@GsEe zY3Xwc-JVs|eZO12F!TlZ5Eb=g?bu0^AN*Zuq7&{@Bj!ElSlHp#^T$&PEjuq~O%Oh<$vDxXYzSgDn>y0f!l&T7Z4nw^0{85?a)*XC!=^j;k+G;zy5wTrV` zmpnblE-!OWIc(YF56>!u*yn6-eOv6grD$DIG4sjuk?C_y|IA$#d@mhz)8Bu)cRL>6 z3SpgGv3#w8IqQT4%T-OUF59^DE$ARW(7sPaMR%rcLWZ1iZ}+9dda?v(?s?cIy{%HO zuTDCA{ zwcw;rO57(WXxPRlrBBms>vD~AXUaIOyWOWsNvK=p>hqw zWY@G^TK!8DIhQvwvp*AVfB8IllA+%0K0(lOIz`Rdsh`i9^V_f7a>hyf!ql*+m3QxF zem%8MDKpA*_q`o`DsPf@hi~hxpX}1rdHKt?z^@*^W1_BtuCwzDPvASZ=9K+2an`A` zjtWhQd{nqrMNMn1Tk5*RN%umgr73RodbCBr^YadQ&lB!4?9bF$r!I`-v=v(ZXKqWC zRoV)t)XHlU=mMPufkg-NN0+X@6_xq?%>3rdbBC^GHkp zoyPOi>)MW5l|t>EI~NEY-DWJidTLJk+C9Hstv=~z{dUS3)9Wz{izcR&*6jIoN;`Lz zIQLnb&u4ymT~4|^^`4s0m5`N5psQeF`j%)M7dW#uN+Mf4roi!HM0aj#^6iI37oM4` zMRsrH)o*LDD_*zh&#KkyqOScpy!8Uevz$}cP7UcgR;jy5?r4%5q(c}q=}VEi$5zlP z&(EkS`t+XI(V~6 zYm&Iidgvh^azRtQjV3M;d_Q-c#@p-b<5%qIsaH-Ex?Lis=9lcWcFtF=vNf4|qj+93 zK2y;Z=d|DU5wvmgwnO%#Lr3)O+xcXrwsl_*GuofIwJSIM&M~j;#hXs5affc2dcX9>P9pg4#}xLoF`hbNY?C))vfsJ>~oB7Z+o>R;NAoj}n|-wQqxHp}$*e#xINT zu5VkmM5tw+`ZME*n5WC6rE{unI+#n2ZuC~yIW3s{c2T#UmiDz3ZMyEijx`l&*WE1d znG6~qoUwZ9&xCGOxyLt-&WOsHeOmVQtB*T%_$O_Sy($(3@%5$u$&W%-EfiFCYYE$` z!Ym%0v++rv^}CE4o-_4)^F^gF_VJyy ze^d^-e9e6LEpRJnt3aDHOI6X;!i5r>Wu9j}o3HZH?WkgIH)yl`1+N)hm$z7aPhY#_ z`9mF1<1^o*e*9Y3WxC2I`IDgsMM*UleXWlv%ceTz?V7XznJiGt49-3y?RSk z)Su5OJ}38eXW{%W@9*!AttoK}o4V$TU|!#*S2zcELX=f(!ea`L8ccsu^ZBf}kn+>I zgAr#pZLv_jc|`p4M&G=J?D91R#de3!=|sOcDjv_1n{J(T`Syuzcgt>1*rIT-@|5QC zk{`b&``cOWnO1vdQ|l$s=_;b!pegnAts7&LI#mz(KU%6DS#Xfm`OhV(Y0?ZHX8L=- zT>5#0zf=90Rqd;l%O@osZfo5?F{Jmc?`g-~k5^c)&Q$Kx{(K*mR4ftbSyd|x7_t#%{zSwC_ivkyF z>nDYkKE07}Ofuc4>|W*bKmU{@BhG;Cy`58fE%M>_yJfd^RXDhhs%Yp|z2EtKo>~22 z(87XAMJl46dSZ6+N0+==yZzp*^**}G=49=QQgoDB?cQ(u?Z%m}%eAJO9R*#BVl@A~ zM|O7hQQf%g&d0kz-L(7XEgtuP)=IoD$UAe^{QjQ1zd))I_G);1?BxjMm3EphLY|k7mL~6Wc_y_~ zsxM1z-;ecAHwms^cvb_{i<-5yJ|*_jZ<}-LJr?P{et);o>vF4joJGi_OOt*aVCMH} zVYn{J-@3*L; z1B~n~k7fFAzT5qNUQE@?r4QNKqpZJNa6Wvu`_77km2%ornbI|vKnsyGf0YV;+NZ;YMgLJ!Ya-WIkq*PSO{DDV08h=u5Jt&^a`U!)qZ>q%O}Z)tBo z;mOs;FYi|w-rnEH%)aer^7Qz+%6~iUYJWXhHY;n@qW;PLc01EfyMYcY&YM$sjPw1$ z^VhCj`%~>_|MyGc?yi?-HtqO)&ieEE`tNtkv&B5$JTB^Ub$=b6z1Xey)Y{GGta7g< zKI&BG>;H29T6F&2J1;IS_TG2>+wJ`M^|t%Ptv(!J{(S!P%%dMHv)AoR`?nRewars) zrpl4vs=0kuuU43y&fR?0?BRRoHXhAi_dsKO6=ydj9xj?%^=9MoPxEa-)8U|^6gd#&=xiHS4c2WQ!WrU%WAH-3Ez+B~wcCpy&=Z;)HZ~uSJ?Xugshs}sxvAGB;e@5~Itx8TE!i>=@7NS?hT>E@Rm2b=!}awg5FNUg8^ z`E>f*dG%i|y5Bw$w6d^h{oZe<{`7$EK)b%X{QaMO@2;Xhc!mD z{r&y8-~JioG>3ZcslWbwK7ZJGRU5Y9Hop7WA75mJ&GDK$WnI-0rAez6CGpQ&e|6Kv zb-Ulq0(Hzz-pXDtt0kPtX_;`KA>ga)*Nm0hCe4i$3y-Tzt^0TQX8L?v$=inf4|BKQ zoo4gr!{LRm`f6S8^@5LY*!^@`^d!65UsGz~Et$x4v@U9DO zWf_%@S*$XT%s(f1uU+hp_1i7M60cXRd#^cPT9EySsc!w;@E}M_;gy_jivRAHn^im~ z-AdGppLAwR&by3#_tFmXYJye{WPCjHeydZ`{QqAzKV79IdfPYLXlX;rpB0Lv8vjwsNXGDo$G_3Z!u`RrS7;xTQKNo?xW(5zV~Q@N8u%0UNo&z^s_r`F;1 zvqRs`K^!${SD1eJ1{Kd$=Fg7WzTfkC66l!oGqa;C^z$|+ta}OCS`?YRcI%{8@wgrL zRx3l=`lh1KL31=&LU&EYTaMY;|NRpD!}6kw@YU+jD-EEn)J1Osl|SxMeeB+6pJj5k z=xrA0Ja5Q^9w&HiWRi+!mdo0^Q!GkBd$A!SJ1U;O=Z}ES5m++GtzS+S`yl4!9}r`p z#}YK3n=bU+XJU`M<+l}rpkw%zkIR`#fexywVuM)(^60F2o#f3Ee$D!2tKd25ic3^f z)T_N*Sq`DmQ-Dzl84L$7QgGbvtktU1 zPe0B21M2F$YK)4GK75|I3GQDH+vN{oFNCG$gS@ds4SWtkzx_W6Inaf1Pq17V2fcy^ zbe_mdR6h_M?Q!du-DjSp;_16&>C&a3D7~`We?C!D+@zek0Gh1Au><-s_?8doG&g9^ zE{?cILAuKEW5?{~ZNr`Ng}_bRWN z+o?X!0_TkGmd@J0SnlDNI(J4Tk!LCFO1b%>6aPgT+up3-|8Lfu!ef#rA9d@`+p=w2 z8~4pUpU+88YO(+KBROcT{r^A4l4dy(MVCC)Ri*Ry6dIk@+5DuRxpV%zFNgW-l$@9*#azrMYlt+VIDp_4Py=SkXGd+)U?f4lX%AL!%;gL$BNy42dX zE3&`7ycEWs9okQ<%$!^I>!qcW!fQMy8<@tLS$)4#T>QAl*sns@9&{|gX;9m9XTROA z70*tC8h<-M8<+pzy0^D_d*rlI&~#eyRnV&9Zn<{Qp2}Uf#iDZr?W!-jitE1q3Q8dr zpj!~;|9&<*|ImHV*3Ub0iqFlIwy7u(U!SXIo^xZvpMO$zH5DhX^GO=1?8#d;Gwsw> z;rZvQHoSZK>&ayQLv~Lu>ddQrHgm(?W;Wie?{^L~GF#iYSM*)~a4YI|+U(pz)%~Dj z4M212|6knRo)j&t^Z5KOJETYUBRjdx%RrMK5~&`Jm;J0&K{pVB&ZkfZ&A%Ff`o6E`@S5M*@a%Nn_Pb??m0G^* z_y7B~;hqkt(WeGlV;qsb%5}Bt(P#JnecOIv*2hEvQ<`7n&dT*?)xFtpnD6bp$GZ$~rc74-{eFM_r#G9= ztAQ3$NYvj1UCdHmaaOkc&cyrABj4AaHND=F^#IhmEa7eee2TJjTgG@p*Y>2rVkzgM1F{fS^LEzZ-gl;6U+zDD*1qMlnCF_VdbC$MckhgtDV#SoG>mh9@YCScsqgpy|My|?EBR-pI!ER#IpaBf-M%#}uZ_-GJpQs` z#{wmZkp0sR?OW6|-78qjkNdgM*<0~~Q=>pfRf49L)IduX?N{!yeY@qdlWDk^}&fOOI=@7TRNbIv_emjoPGoZsMXDpt`mGr1-#-dki=2TWM{{Q!V{mJ-$ zpQdm4KZD&u@ARLwN1rM5ea_uQ`+mN^oaiXb~`_D-b>J`-Xq%2@0s1s5uSGX7HEHbp@jI4 z-@o7Qk1wh1+-PzBHE6xdlx|B0$D{RP+a^A~8aVaOdHeq|&o1~?e>li~xZ=<+&~Xqm zpYs(@H)=P1?&$yHj>fzG9rch_rAq1Ed6U;(jA%aM{by6d#-K-UHo-7US|x@{w9Tz_|J#zUW`r;EDvxHv;5SSWG23QhZV+OW;asOHCq31^fU zT|a$WxBHzJ=(w9r*XLhb1e)UopIZ8U@Ao*56Psm07xiRlp1#k;D`#V&a%YF*gVpQz zaox75`to7|htf)Sqir!N`##=C?%!Ii_jmiD=b6q}wh-q3!TH=bx-R z=-8lVMLF!c2a;_*&jd~2di=OwaG2LKyyEZI>xcb?UTt-`RPy<(xj$&N&IFCr9A!x_ zro5A?(|Mi;8mj#CH~~7&QL)iCyGUp^Xt%PD1QwR-fJ{XIYfuaj#%bpUtNei;l0*4z#TXjZoe9v?-EV z8M2INN>}itP|%8vPxJr(S$?)?&omX#ZLg9-frWA|aw;64%-_ChU*86uPLWAhRTky% z`}r)OGn!LNAinPB(+LjA^_${UxYFko9^0VXT5LFJMe6LGiVr|r96uLNT97EcLPAAw z+Zm(NQ~v%md>J`I;_t85>kn`2HFp)U`wv>aUfi*>ZSy3b$l|U~!s+uW(`H+`&78em z;CBm`_oLpw2R8nEU;lqLkCcgq3g682lb$566|i=fDRl90o4lv*bKD@umA46!*XD!ch9t4 zjjoVhO3>Rcs~%Q+{?vb#JT++Jt8-b?mVV;D>|^YE@#*FB6J0v5rq7L>roYb7se9GB zHK$H}5x-v(wo7Pb;6xr(LoZXglPe=0iXT9 z@9%3~6V9ak4>ml#?Sh?HNZBXLJ@O}S96FNur`-MOva3pl6*m&ww|a6F#ZA_k4?5xX zr{7eyx5e77PTkT*mqh2PEI7Dv`J(A8xoanEvHADo@!|LEG6fE^b05V#k(j*Z^s0aq zd(cX~hviX8!r2!=>s4-v74xMnbedDx`|4%8e4R!7!uff=-kavmmaE9!xnh}$S;c#= zRUyhzk;gwzl~~SO9Hp9UUwGlN-E`@Q8_z*=zMz}rrthumu|FCRcyGD?{7v`0ArX?L z7B*+qvKigIUY4NE{HfdXb<=NJ_$z$=DLOeXdzRm%(zM81e#gEqxTLL}>E(U(%k)dO zu5;WsPU70oQR(N|6lfc6!LM?1wuN|(>eXc%tERG~TV+ORhnUrUJSy%gA6e|%WVTVo z&9P~%fajTrwVu&|LIJIuT{ARRif{_{33na?ok_g&$t3Sp^FB|@I$UzeWRa|Hp~EGU zyIrR1tmn@Sb&b%RWXP?zBjMt;J$HB3 z?d`{2hf3;5^5?qtC zk{^Ybe*SXVUmetR{V`Yno%yYd#d(q2R$sI;QuFuRH>dcVrJ|yfb+8scXwi{br=Czq zGV`hzNkZ#3#OiUU|Y~wuV zCAR36r3z@dn%c3XqFG|QwlF_i)(Tom;JNn5joGEwB5#N6S|*ykUS_&#WXzjo(}LE{ z+!dZz8Rt843>*|Gt?)$feYSt!rnkoqt2n`ilpbLV@1tG-)a zR9MqxYaxDY+UqI1#ETO?PXG^Vq2EL)ynIzBXc243*1)qaN`~8-*F4?y@w8Q3_^R5Z zDS56pW~L@bM@6Ykda_V!f|i0-r^l>|^FFl*`<>Xot^WVNpZ7g;Qf#GC_w9;Ebo+h2 zWNNC<5>UA%s>-_}$7j3!JI$mZCAEv20_IBg=kDtIFeTWJlhb2cZ`uBkm`_$oGgsXS zDtMJ*;E<%-}Cw_x$(&jpgbeg3kT_|Ns7Szv{VW znq3*L9w&nAHtD{cGEq*S}WnJ>DlPy>7?VAFI8>?LYSX-MD4_*)Pv` z{kZavb(8N#ui5DW_6cts?H=ytKEfwaJt6W7(iIMoT%~2P|JtmL7w*)q^1Iak?Y#Z}8VkV(QCi0@FEf|lq2gyV#U=dc7wP;x ziMPvFy$W7yesy2u+rF!_%vQL5;8dTJ@c!$qkB^Vf&arsZp_~)+eqp@;Uyu+^VUeOLuC% zxVn1!-tT>yS)27bx3J`2Sm1a^bpNgCt8%X1Smu?x-|S3h&)ng9YVKyEvsDZQ#vQab;XnE z-hYmId0GZ?Uyix7B5-km4_jdBif-BORqiJZx4sJ9x@DEN=;iYJwcGF3XF0DH+gEpG zUR0;&)^BfbZeBjqqHxhkw$OQ?UW}RLx?-2L)&17*ETmV@`ds?#%*;a7Lm{!Na)U%y zd-v?}3O?F39l5;Cx@c}p(*~ui{&kfRQ+uxe3=UknP5SrUAMcLaK98I2 zJ^%GL??uH2m{u<7ZfMeDVd{`y!kx_DA)mqwCb=K;cg(%x@JNI+xX9zPv0mJs8`}y% z*Ss=67xX#0X;!tr{WbF~`?+q_a(+jMQ6`$_d*#}zDI7cP4$wo@`wBG(dMVGhd z-~X_Wd(pIY=JzTV`<~FyTw1Is{;mDidb9j{ch+5Zm#-DM{^?%X93R zWcK%s5j!heOZ}c}g-+Z3ZAaF_*H6#QUFtpkmmcU+#25DIROs?N%7cQn36Om@W)Jt!^`H9$9%N9sG{At+8{tOKdIDO$`u*^FEr(E1m5HCvscz13 zm8<_#XzjmvQfk)Y9V-Kw96tMJ&Ck5Qb4j{VZdI)7tW^fFn=HjO0&i?e_5Qs*K07MZ ze;1eW)@j$~EO_^kSK5qa-+C>- zJ7(M8I6pzrxkmne?)JNHV)j(suYR}lc=^3Eg34|`^i~&!hiHZEN=Rb7~W>p8Ih-e?M={+*J#%hDF_8UhKjd9eX4|aPIn5*RHTK zWNnr6yuG35saG`T+G|gCe%iTc@HV%B&>bslGXn}i;m7#KA)Rj?{R(31g{HfPOl%`eXe(N(dwQ*a_3cYXM0zy z`n%@aWFe+i2Hn>|3u?~Ue!o+o`g(5pz0Aq%eXDFkms)0CQkncRchApfvk!kZ{r3L8 zy^Q>-SHY7aP8Nn*YMp$!B6Z`WCa+cJW*92h)NJX$a_Psq-S0O2e>>^hMUB8^J3=M} zUEL#J|7WA8`O!Ct?Xqc;Q}3;^I66yc=dK-&x7WP-P_g5uSLr-$%hzkoruxmby2(|b z8XD_bp~PuEeGX4n_H13N{HXyU+4<(}OS3EAzSu8XE>$n`xl1)Lbo;sO=k0!<`M$T* z#$^ApZpouFp2<%8`T6uYIfLUZ^U>yveHr$}&(3TtT=jTOY0ayZ%afw~0~bZSU3S-1&`ay}pDPyYZtQ&2 zrTwPZDr{nLZ`$i(+0fNlHW$8kb(cdTjv-Ub>0s1`ghrzV(R;f}UIwLsE?#J#zdCkz z*^0u)#~QaQI=3y!iA?|T;o(BBsaiL`U#Ru;^!#Bv+cZ0EySB%o(|i&J3V(KGU0pRb za$VKeR|_X9ySGhRSSxdSW5>4KmnOx}&KSK0-Tk>@efjUz>F4J?ofo~kEEjw_!T#{T zz`zxCe}65MGRHY6TCwPyc0&-|R%Ww&#;w+dZc%VrC<^1itz9w?BQ|Rijt>?wX#oM>tDf0fk>)c%H_V~pXpQH~zx?6s6+GWG< zebKzqW;&byf4P5oneXS?e$eThXDS2M$L;+vFaAx&pfxGXOH7V0d_4a&lvQAI={_d{t;Wpm4dn&Rvui}ym&0jgm)ML@I_-B)XO=Pd!^Qit?TZDtn6L2s&KB$tuI!$>V?&OHiYhp-CefzYL?ZtRjY!Q zKH89Y_|3m_Y@ux{Q#Y@AzQry|f9nj}k4J=akG^CTj|o^8`$l{Ho}^!2UM5?Wy~#-S zx>{Ei6Iznxy4q4XdG7DeOu-)*D~K4_V?fK_m{V9{coOeWw3)_Gc5hsQ9fv!(10=X@*Mvx$JL$lk0@f zrHBWz+d~}JKHmF!-R@gmC80{7MN|7uYuUZq{oXFRbM3YhxBjoHxV~ro#Z^;6OIL+m z&thCXZGV(s@rqSlrMI?Ze*1eQpYPEu)9hQ7^FkBX8v0~iU6l$-eb(P!KAW8{w`0xp z?R#@J>7EkJ-kN=V+w*zxuT$TDZ~K$qGHNG8c^!@8JB_iWqZtR9d+$>iP*-R}-Z2$Li zd)C!eQ}*eb)$a0ecr-JKQK9a@jpm$3$Zgl)kME;|OhO}91r%~I98h!moUuwM^wHee zVWH=|VvcQEqc!#EoZ@qaD;Jzf3q89^X!7fw|MKlJr=Rd+4?WEEF{pG`o`X_{yh_&% zN23mT0qYZN$K*gQd%~!*sZ*JS~C|B`-@wa5w^VvSP^Va8Xzk5wB z@#?QXPp8M5wdUO1l)CNK_S)ayw&j{n(7qBBZQk&MF`54p>-|`TvI94oYYvx-cg(#L zFz2l(0|Udy%E!Itht`%{UF0-%S@yLx8~?AZG`_kHbmp|q_BoT5%(A|GcK*sI%b#t% zT66y0-gz~jJgvo7O@G#RH+_C>PIdU%@0y@nh_@g2XqC?2bMf59SLX21mQIH(LV z8pLE^U|8^Aq6I6I&A<@wp^LkYpMilvWWu6Fi*nX8eF|6`wRO{8t`o^e_`&X*|6wod zBlaHq6XrGLOTz*+M7Wmzuw`Umn9%Iy<@KgEGc$8rIMlooJMVAJxXKMT9A=fk)mK+n z<0$Ta_FMWfGB9v)Y&KC4tpERa``+|>A_Dd&R6vOmk~B|<9g`QZ-r3ki6Yrj#Wx9DF zy}LeiwV1WQ5q_h#jqFGGH#LIE){pE*{PGqM9f=-upoy7*fkC4Jl#gMNAhPFC(|u+J z1_st8D^_USUfp05vN`Q6D551mwN8)i3H6%%#vhE2`9JaAk6jrm!qw`eS?ABd!0=?j zq)9^6@ljE;-iAWkl|}E$b)&vwTII4e?W|NavykH-g}@_xlN|pv+;B8A_y)?|{{NCe z$+Us#kPffMkyW9q-`IX$*6_no&G1{p4~QbiZ3h1uZk*%|!R-kfq2(|SF)(n+b>dD5 z;V~boL8-h!L{v1jT698t*0nV=--bHKDc3o?0rfdr-s=k3C;S2RIkdNSIV}v(IQpKG zfuTVrBq%89y|=gb=Dk`FyByB_UFW(w4#EME&^*?#;@Xy0P9HV7EGm~yl$lH9@>}H&(%7YWi{U%ejLXGa%|F3m?zn@RmYDU!7 zteHiYV8tI}5~ZG5s)U)>L+ zOpD!=(kW?Qw`b>@O{aaHpPT!(|G`GJl4oaUr_0sx8Hm{uKH%_+NiCoV!yA8-F>TeMo;MKu$j~2s!rZ1IL!O(!(o1N z(B$F|3!Ru97gCG^pY7HBxJcq=)$6rq8`^Zr$LOZFH|O#p3xN$!egseaU{e&#?U^V#e1^?Ogg zQ#<+()U4W7{ywklPT_H*^MAiyk5BvZ;^MO_!TzSXx3+BjY<6W$mG(X>3v}jSl-m0%}_ExX)oo%+zwOedyN#x7R%lqH| zGRwcW=g`}?7Zs_o=t_4ezDo6nkYo95lQaqrcYmBD$k-|tnwzwqYfX5(FT>~a+g{=V6K&Pw}( z>Ds8RTW|>y@7VrRrtHQK|luuWoKm_xU*cRK^rk~XV}`Pg;`fuwf>K;@0YW+`mp!;`T6o$x3*;d z_$no?9l9#z|Fypzg32}1y`L2?_n$9k5vS$1_~wqns`J;qSlFIp`ryva;#B=?y<9%~_q*Na!`>X-wU<}g%%t}BH`DpG-)8=NKEFQa z=#*Qw-(FrmzRyi`@v1bhE1=W(R)>RT4vmYRcue*V30;+Y)%UpP?e$t_xw}^#vHST% zc=PLZyVJJ(`cnV@_x!#8KOE+-oqv7TzYmA`xBb$+_1f<5m*CIu_y51OA9U!$mbLm5 zcrP#aHwO(@tu?uu+;3ZR9JDdyENFFc+Qmh#Wj1kpt4e>&2`gQ$wf(PFQD|rVoxakkmC+L`~A($ z%XRzq<%3FJ1_p){k6Xc;9k_CCY*=`vzW&FUcT|%d3O04fgNx1_y0{hFRQ!$)w2b~Yl@zpS~$}O0Fs)BKxSb62oRm-hULh@uldW-Tl$ zy1c=CO{mpG&_;RuVV-0#8X^f`rXd*gSP zt)08yH2C#Y?vRtqc5=B+P4Bn))bT!M<+~aC|9m=KmKSZ_|9Xk%WT9W6dlD~)>9L1S z1~uxx)y=Q{wz2r(s#Tyg%3m{g`>l}AabYIqD`v-sd`>>*C0a3S@>cKZddnP}*~yV$}K|x91udZIdPpWig>gj1WwVqyE8-3eS*ED=X-}%M;c3Eb5cV6u7d35Y-?8;Lv zp+=y=%y-tIr>sGv2eI{M!&hrn^(wCGivC>fR#dn$%g6Hdn$4%qJb!KOwo+(c`1-hS zpH1yICH6t9U5x) z^U36I`LgdbrrxgGQhTf3F&VUiH}^fi^&5lelkb<7Uj26R_4@sJprvP1YS*oDOP<+o z-SI3b_x`@UYrU?=tb``hOZ{PcH8Q-icDN)5IH|~ z`kKh(WqxzBCNK2jc(uRz%skuMB`+=K5xy zCzQ{YUXKlb_VriI*21!r<*M~x@4vgYB5<+M`tYWB&OFt9QxAmxd0Bj~?ssnSAx`xh z-`01%RJdiIHFdSivTxIOM>ug-{9XHZ!QV&jg;r&6ZWJ_`hk03L#cO)*zgu>DX38rlqJ{Z31cOwF)!-p_JFfB&DPU*F&7YxC9r{Te>|LZIjhEf(RYt6Y?Y7tLz_ zIy-;g#;K`ZO*^ypow%O)&m}aW>b~||!%t_7&);a7Jt^Uq`>i@v-TGfI)juC#=D(q} zqa@hrLz{Ho22ayakJmB9#n)a%=tOQhqGr^rA-S?rbt=O(!>eX5;{LzYQvMnjXLZe8 zzIKbRnD)VS$%~gP{pR+d0={d=`DZbM5wfx6T=^dAj9)8=q{H+P`_V-y)@> ztL~lMy3%Fcxzo4vcCYpM3BzPh9fKe!4-Z=+b|UA~P*Y|F130xV>$yC+pS<-d3k=rmL?npI;}H z_qyg*=JJ~<3s>9<;B?&jYVWsO*}l8xRy^u__H1_kwyU$(Wd(otdbRTEx^JyoO;crf zy2?W(?7rPdez?l#?(6+i8Ln(|-=@Fs|G(e4MWOH4UR$y1PD$weRSQZuj|(ch%{baE z{=077r1|-KzfOC3V`H*~6r$2mte7xWMxO{!hOs_!IcT);VUoZad-*W3^)^5?q zS%G&JxpM#BG3h}T|DEmm@xSkTons3=v(d5{Y1!TWzP1MS@x>4_k{M{`{^5d$u~D>>V?=13649j zr!Mkc|2y!`?1EFKv(|@jhRig}je77pBvk6{N6;*lkJ9bAm&IdCCi zl*#k8LgyyFElz&=>~zmIU&kpNbq`y`-`w{)^h;Gw^mG)m0QJfT7dXLW{{zs;9slkA|M{HD8lg7rtXQc3 zu9hXMZpNreoeC~ey?APS#>uGbr!GhPzWP_z8T@hfbCb!P!J+=zjjOv{&wjQld~~G1 z`;|}dr-PRiT)blSH?+}nLut?S+9dvV35YpRXS*Wx|n zudg$k`1QJ-?cXn#-`<}nZejEH%jIoR(O1{4yJZ%pr}$#;3PrK3hc#ymkKa&PruF}- zpQW(T&z<*bh5R3hc!a-s&4zs_Dnz{T$gZZoxM4uGj+3TuIc(6kGOt+ zmo2}Ocss)_NOVb5$*;R+rn5d@{J2^R)N1m*uymGp)vlHmLZ!3VgGFoZecL^;^YYH( z=eNFXoH^ruNYwVcT)CPLj?tw*KAqN|o!oDGEo`sm!)0E_7F^r0a#@#$>TJ{H%gp!B&b!t!L=QE(5<>YkGxL)PAo9Tx?t1m0QnG;y#+{yFTW8JqU;qkRw z-@l%6B)I6@`)Qg{?sqSlhA;RGI^1#f^FKm9vo0IT#ykr7Y^fEvWT)U%j*nrpyR@W2 zYhMU0Uw12{_|mSQe3yN7J?j5_bT9sXw|q9Jehu4uc9!YsJEhlS(|*6*zWsB_vdNDE zb@Qj5xwLbc%G7UDC(T~<>GInhkNY;S_jPAFq54TkP`6I5@`<2z{fZ?2lbNc1TYLBa z`?dP+GMA_?X+?isIZHy9X6-d)+x2AMwb;iCpB?R;zPrIuw+cq z4)>HkX}vyki&xxrJ&Rj5D?ZlbS?PTVSR@9`Lsb(kTn}E@Qwb+Cs&OQkif77GpXp1Q0q zx5_niYF4>b`Z<}|0mbWsolG|gT~mFxICN3v^AA1kLLSrO>vpcS3N?KUYPLilSoP># z6Stm6_U!;wuj#tcX{%Yk{`9({dGp26TH)Sn{;#E`%qV^RUQ1`{p5ou(&#NcQulu#~ zOwmVhf1vjNzrSy7R!tPWE1DZ@a__6>^Ki56^t`~25>LKj;ZSN^yY^6}kdmuC&oVM_sdq2(GJzXJa( zXy!BO7S}fe?FrnGq;dCjTK6guQ}+2nE~^-VOQm}%pU*8nGd;d8v%EF_^rMm>rA?`) zr+v#;b#4|~e(!jR%-z?2Zhg@@spUOgkJsm0&DX2pp6hoDb*-8aDir)Sk}jGrJtK``-8a_4n20hJ0Lg>bghXyx^@)rNv#l zQuj_dF}`)?0#iTeo>}*Q^Hep1L(M) z*3)cTH(#|}_c``T(#`i4S^G2VwH~hH`sMQS(8S06_V@nPe!H1|`$w?pl4tq8E#2i? z*Y`bZlg=~vez$!7-T(e}KbO3`wKd!4{d>Jh7iyMlPCu{rd5+MsS?3=nfd$wUIR@9Y>ZV^!ihLU%de9>C(vlswzpU!=KdE^)X=Tsn$E(~#y}cUV?tDIP z-{&X0R61`pbwxG*+RB=HZ%^fps=(r#yRw{AO{YEy&JH~5FU7xgB4|5xj&@M~BtOyX zzj%($`4$_H8fP-`k5sPD+{mpPdW%1;i|p+xZhsRujsfFXKLt; zRi`3;KLxep`?Kv=rEb#NT`I>XV_~p#zO6f3s?6I>yv3~zQsasjA*B*Kwx;AR-hkaL{+x-9Y z`QdY=v$IUK_sAVRdeqGB%gnCK^`Jx5&-}{T|MKg*{r>iUzg#%hD}8!zz0$_J+j4Jz zD7w7dpI_D4aNYNr28m7YKfj9!`{OEoz3hH%`TeKQp+j#KwWfAEDlUM=-7bCFsi&v4 z>u2QdvbDDJx7Kxw>2fXYx)*G&5Lf^A>-4>hoeFgmG?Lg)D%3f=fs9!;Y*eo``np?8 zboq@XJG=A(QaenP!Rk?>Gq;;AzyD`h-zsC!Nni!DFZN2C&yp>_ zbJ6D03FU20dU31Hg+^a`cX#(}&|t;);G<8s-OkI7md);qI6HfGo>ki8W4)V2x6TR= z-MDuDRk!jpGYk#)9v2OdNnG8%Re!7Os!dn+)jXXVekL?L_UZ03pkCT-tN5ams%3sr zq3>7y3jG~9f34R=m(`}yrdcW43qp6UJ{6WbS*yv^e8soddAr|=?O5}yI&^hG=%H5@ z`tkej{P}X(f1B^R>w)gFsjHuSm5k2aI(4mCXm)JqZoAKCjLYut{24TP>G?^qWjBxB zo3!v$(nYIZg~hvHS-44Gk15@BUuMH9lTe=*J65gQpLn=!nR~z7w?BcZMOJp^lC%7) zudWI$1y)%vF72DqFZ`@ts?7Gd7IPGIYR9R2*H!m7-JIz>&9;YU ziMBc|4CuNq%)r24xnjwZBlo6Ho0e7`3NgE3&hOanu)Poth=k3&1+IUY%Ofx_a9cQI+=Y7aISyJnz`)uPDK&xPI$L{Xu)`lLlPYYWGz|(r5EdbRE)#VUUt8~oEy!IC zU0q$EDL&_`tHaNK(^BXcw1=#oIP_htL*C$@!u=0-r$)Ih4A7YJ=sODog9D$Irsl@) zOP4Oa83$Td!N9z~1!3@fc{HmmU+jtHRgMqxMAZzn{BdFC|g4^ z_XOP@dxf$hX3^!)WCO~1m~-(tkG9=RlMW6ENm=GIbJB%RQDNI#xy5Js`d-)uT3Gh& zBj}9q?AKu#YCba(zW)pjk4@#ex%d0M?C;I*7$GL7h;;@pxzZ)7eWv)lZTh->zp{!C zFtX3sRrfr;X*YilAWPfMMy6PW~B$OS6$FYhc)4_+OnyL+FPS!l|=J(bTs z9+x)<4Qsu;v2pRru(eS>C&he4KyzNRH=naQ4I1@cR}7kI{C6w4-xhSfR?fd4kNGFB zz&c^mDXJqr&YtgrVUXn7&NGQ9RDn8rf=figSO?$goAHH6{-;9}^ zZ;R)loB$>BYdfw~9jl6a^#5)A+wGo{)t>&*yEtRPN3Z0AqTw-t&vyR*_xpUF_x`%S zXX2{grXDZroi1g*yXZs(aO+> z-d|lk{buF!xxR&k8+#ubpSLl7RrGvb^*Y(j`MckmZLa$IYQ{ERNMJi;i7bCn%iw)- z!)g8fHt+U+{P+9)bWgKa$5T}WO%=bX&#y_!2TdA*d%t1Pxl=c#J_YT;+_CBTDed(p z`ulz)IdMJ%UDxyH{x8S9Wp8giJ8%ErWPbg>oqKJ+TyO?WNpG>=as2h&^7~soPsW&( zzl$k;v+?+>_xu0b{h85s{eJ!b+)eNAV& z#om|8X8TOni`DXZCL(n-<@UDR+$8&W&6mp`-`u&D(b}ReoG~aK<=Pe%dSkF7^J-_hf(&@863&`#ipSOLs>-D&v=0vs8tQJZ`&$*QTJ>t>@>%BhDh{h%3@MC^ipmo1@Y2$H zSOyyFlRp@|bxrhhG2N&cpk6zVq|p&I=j5gG_d%yuz-D&!pFIigl`_p~ikzBodYZ2B z>uYN_zur^!HtO@6&F5$7ZohL$Cw|`@nesb@jaLIiZ`OQ1n;SZ%u14OnXvs-d&^lz% zc&}Nj4t+VuE^h+v(Me>>gW9}i4}XKEagSuCJe3q$?DFf)&CR){#z~7UuGmQ%r}6C8 zVV0L7uK(ZP-^>3Lf8Bd!Uu|{qIm_oaP6hWK-xy@hRBN8uL$ZX%M-!A<=o}f6&D9)RkMdXNc)Wi9~HkaD4DN`B)F<{_{^xP7dC-=Dt>b+ty#o z{QK+cLOxlm8>JbSmUw2|+f&)N{_XYk@fEe|zO$xW{Hmj}*sZrqGw!mewUvBw?R!RM zwj(uh$CPhBceUDCdu?<2`2ao8`3G;Rw&mQs^!?|{%gfunyuF#H+y8#E`RymutScOA zBR4NQQ~c|F8?W@O=fA(dkI%a)sO)y*`Kr*>Vo}?2B2U>}&zAwMrHnbgxcK?GZ(rB% z`Q)WB_0^S?$9ocNt1-4Mb~5{o!$BC_4@t4)-8YJ z_kQ`b62sJ$J{CQuPN&Lrl`ML~0%cml@&xIe43B8xs_vmQ1`1I<%TI}vU5{ch# zrpsH$FT1wUcea_CU(>l_^X;p@?VNUf&ROfXTPEi|zqKMz89c`*wteE3o?Bmb?X*?y z&wny!)2#Esw`(3Wvfuh?YMPdn6KeXm{C@58-FZ>!d#7Iuy!z?ap0c;MZkArQS+w!e zuTHHue>2`CpY@b-(Jgd+EwEGn%A(lNw^G8Tb-!|(`&zZ`sr${DvFW_;QHwX<+Hc!~ z$^ixjhD-fNG(R;($?cNg@HjVm#+gkwKY^|c`+u+OcJA3_4>lf`+x#8eZ~1gWdGWq5 zPWJ0YmCw%1OnY@@<-_No^X6~<=C}K?;7-xK<4W_xxznfbxLba|_Oy+8@-d#-9|D;I z)&~l?aw=}k3jLj?8t`S7g4ZO?hgJXoexE&6JN%Z*dr;3PX04aY(aBqiZ!h0jX`XXK z;Pbai`R+S*_FlU*9p9Xr2wF0;^XJ){D{2?FY!kA~DqR(}%>K`ZW?vCD)xAbDXN2dh zwEh0)=jU9WwUL{Tsm;C`R{H<%ck|U@YrRgUYo1*3{YqWktCh>&d<+)~nZNvJr>OhH zw;Q+a=d*kwP<)V8{6@vK?5+LJ&(2PN?DBDW*#<|E;91f;;`i5mTg0HdI%TgO(*?u8 zPq)2~ZwOl(^(|j@hjRaV^OeiLZSD$Iy>!3&z3pwYnA4z1)N|2mzt{hIxt#gBZ>RIo zwL&Yp*pCL=fM$@Z*PGqz46u$>FX|~5XLz&YabMYPGj+W&PLnXhCDj|eUcTKZpl(H>95=^{NoGFqKWR_RYy>92`9sr5EF^hc$z#ww1h zcbdI~R_^laj8biy@*?PsOx=%%+oS?KSD$cMw%E%oR9Y)@*^@bww#TOt4{PVSsJm#sj(zl6Mz6v(H|0 zWzQ-{(Np^Sek{6s{8vn<`|Hv!|IjO1d?xOj%Oho-RU=)`yUN9fPPXc*R+ab~=Ovf5 z|E2MrY7NJAOIAJW`nI^zdF$Qt_W$?vM(0j{WGuGp!hz8C-CCb3c7Al^jGlWxZkwdpApZzCjlgs(1yFs^>&3Tf2e_yT7=@n7yz+?3J zmmD~4Lr-f~KF?jaddb2`jJDO^OtxlU*PCv^yXsiTBmb)l_f~z~bka{XaLR_Ob>W** zFD>ybn>+PRXU@}?FN#6;rWSOks#;I!vHJh#^V@pug(Cd>S4D+dYW=*uz>&H5(@FK| zo^IV*;!_Pmo-W>gwODKA(wE-)dsBobE>c+_lzn%1xqpWB-YFAuFD>zW;Cu3fLU>GJ zt8dooRX>kO=WkhG&bhXk&+5dUf4^Rv%?r`oopaM@GSAUFy4&vv`7Holzn3~`Nme6h zqPh59%(YH%kR-cm(&399qoxD(GeP5%-$2H&1#I0lf1Uh5shuk|$)vn;LJ6A4v{NUWy zjH@T=LVV>)yhERwLW;u;no5OTbC#zZZ{ZYvbAQ(T^XpqPtfrk6Im^0&rM2A8;cTNt z&W#NPOd8X7SPF%jiff1ZSbF_AdTQ^rP@e8di&kCW&Wc_AuJ8+ z@soM#n@@{p6y|1JHM-n?YkgMS36FKV%%Wz;+vmydow{vSdQfO*mEY$*Zg%gt`G+=t z+~(Cg^;vbP=hl#%^pv9;Ce=HdhZ_9~%#H}1{3@m}bos<9@1lOYiXNY+oBMd_lMRzP zygsoW^;sewS8-5n-&VQ0*DJD~f{qUQ^RI5ol5evY2S09mY~k|&Lml6I|B^3^pAHI-O}4sqK#D;g;{p=k0#7M~l6=Z{cip^A{4wE{jEkoP4!P zTYFL2*+p6B6uRs|S5enKKON$_&ijLFQRkNhsf!DLzyI}mJ^!8ZRV#Y7y`M70Pc8A? zs+o_Maz&Ig9`6uT_URVW6^iSR`5Uu6{!U%j)F@r{yD`?qki@|7^ys(M`V&}JZFqfc z?d;r-tGdioC5$)bn60exnVMexZs+p3@BKyVyt;N&`h`Z8pD{fCLr>a&_DP@5YOZ^( zE*C9a-@7I#wCKaT-S7F-xu^2{cs4sf=XKE5KVQ_uOyk!~iUqZc-_E+~b@gLd;mTEp z)4t8AYl`aGHEoq+@nW`%F?(*Mf7Kxq;m*rl+k#(D z%6uoWsAid^bf#{WdA?kqsOkdI<8c>n-PrZKXAJ@3_c&o8( zeOY>Sj^0c0wT}X~YX&cy;d5cz%OBO(V~cmJ3Och@Gps4(q(bN=y~s^RwyB0Ona+H* zzvf9_;`4KJwQcHl@yb{jWWRnjsb%Mm|0dTnb$*}keDPwKkU03ys&m4Qd7YDoEPZshwl7V>C;gQE2rRN#j)#I%8J!HEHXeN374koMTy>-?S-n)LUf2?~G2CSTi*L8{^WUeRohAB1>ieAPTrE5E&^vXW zC44tB#M2o*UMkPtbM+y^$L18w9Skad6N9J7T)NXZ%R7Jh+%lu}`~Ov)`MgnebB%AXzA$L)Rd_smRVZJ&8sim#rDh8j6@9`*ol&URCaxcmA2-tTc0a>q{`S$XU3 zt|Jp4sZQTf`c-T$vi@DRn zRo9$)u^?5=f1b=bv+t`P{CU)^&vct-_m2xZp2wO^d;EHvdi2Np+j66;*K^Bgtvd1d z#p3>))kUHAKvyq4JIF4-=EL8+dp51|E6<&__ewJ9fYB_gT=s zx~D>mLHn0NPtN*&P4(_0-#OE!OgVB_&Gh<<8LLb;e|dfVd>9K`=hjt*vmW-YaN;PK~p!`B89rYj$|F>a{hI#>L-mrq6b%u)jb1!-e~G{mWahEICD?4?+9i`G#oh{gZ?$5T-$~B!+*N;<{O`MVD(rad)P#v|YphFOrQDvUwNgr# zajnW)E&r?ULQaF0@TT^i1Rb6LYCOzdaQRni*R{J_&99lQV9h_?CwuyB^QB8c#^vu~ zX2*P7eP*pj=F?RTpks$8uLtenyv_Hk*ZiJAyKLDE@WpAN)2zg&wp=gFyST{p()^_= zcfMYa&;P&g+pX-kHq-B!?OG+U=jF25hfexj-0?(fo&L@zLbGkIR-L>aU!QwD^6?Cz zhgr<8m*?HxwXFXCKeNhLkAij6Ov5yGE;H0GiY%`QHC);4^#{}-f3{+A-=`SzTJ<-e(n_v$$WiGFI4FD59XVo zb3krLV>{@ekAqQjOTs~>RBf$2r7tfnJyQfaqTW7yciG#3$H#h^^PSsxJa29?s{Hh1 z#B4<=UEkechR=E33oxL$+pJ{ZJpiGDy{=;K2c|``*7#=o+V;nNf7U{LKx+ zKYunP9%j0qer}HCLbKdkE%DJYF)~>KY ze6so->)!2)i#2YggRXsA2%6=-zrO10tFmgX@O3fIB;2@u)s*MC_l0gMe0(h6{k^@X zk8U_Ne?jrT_xu0zz1{!+-^1sk(W6K=`B@XUI^ORf2qv7 zDP@}VL+*C{|G(x}K<7Qo0_|H_?ACkecsXbY==$2Ity(2V1l?Qi`>((Ht75zR_7laI zdXp#KmeSw8zTf7P$NlH$tzNG&GL*{gnGfF3{r~s-{TDQs&k0JqpFO|w{Mypj*OvY% zzPoYti)C-W7r)#2{MPgQolmC)XuY(#xRLeI)|#J1IA#-my(rhcdugr3?at@}q2*Sq z-t=4(GX1nO1+;E)fA03XWo7?-x2_2dovw8uJ zAJY!CaBdS_cI)D*MM39RZe14jbJf>8*DJHW9ha}?`7i4kx?)|Hc9eAV*79psD`Q`M zK5w7D@BhE*+xJ2~pI(*aKXuM=x$2yqtFD!NURQkKn`^b5*s5K-KOU2QD>EI``_1)M zy}zpKieKo|?W?-3Y}3#S>0Qm09?G5l?-b~Q57qfgU&V!{t&)loU63_>%_+y)X^)6&~f-cBXjQS_*jpHOP(!z zwdeD>&Ek5XyTTuSdoo*S>)f#FgsoiHS{YU@*_r>{=8YgtVgoEKD z^D(&;VU(@QUG>+6M9(Y{22G_jthrRPaaF<9nnN+?Q_tKjzn}ZPd(}Z``#*&bw1sg( zC}?rFwbg%mT+_zVu8o0P1W(Jpn?gX3n>8I1@ z-e=Qg4H6nGpH2zh1mCiFP!Y8KaML=^$!cYO*PY5=ENs6OZ6zuyy7cScjhU;$)<%J* zNqc@UZUoKX3-8#k^V8P1eoU~q8M(8Mxbm;~Cz2@OI9#74-q(doE0 zLV|apLihFl`?-8C;}L!%%*itakb9x#!uAV8xB(v^6R;2-+OAgANz}N)gYOv`7#f&@ zLPDm1<_HORwAE>$$bNMO28N;lPtVT1`ntMjzpaAU!(jP+x7gY$Xs|OdFo-~{S`@WC zZ!V5iDF4A*sv%ROe||on|BVgTvR$Ypn3MM4#R^ba{NaEx=N+{*i|TXUcXyTIn)3$F zN<-%NKR%yde@hzsoHx-scERRBeU83WT~z#!97swa^y;e6o6a8KJGF!i6mdf$*S(0)&IUCPlfBOJViAibtHFdEsxj^Y=H|38l}gTy~eAnVrvM zc9UlCvKw!2rp?aXv{$P#_u-+|GW%E4IJU33cig*h*>TbGollVV9q-jlk+mu@*qU|K z==5~`^WRo6B!Z5F!4a4Hd({2H*F+@FtA1x${Pk-1Y-T=-16S5Yn?I9pO+Py;HE-|N zu;LE~*=MWy&YGbWx@yL+udiqO&9$1j(7AnN!zL|mS3*~`_4AY z_34!|^*KAs)c5wb+_w_u)!*K5-T(jne!cnMUtf(uy{!A1z0&4p?y{v*W?GeIJuo_1 z^KMt^>o+&5PwQ@<0jjfgx8E_6SuT3?%GT>~+5cl9`;R--9tGa`@;>b@q$ep}Q{D(( zm&6OIN{d`H4!7}2i(NYY>+YhNMyXyiuZxL_w!XT$I{p1!(3xPIx=~v+mY(*SZ&zD$ z9kdWjG%vqj&bDUy+e=HmHR4WB*XO^wHrjmMd4A9l(JXT9tlVNPn=(O7Td*&!GIy^I zSt<1I{i@K_ZEUbGlMoAIjI*w+XgS~M z>v?{j?b|vDg9L||(=Wfi+hLw}$D(F+%+8{jpP#N=K94K)(vy>ug{798{Hu7p&9z%B zF#i7$VgD(Wwd>>dI^DEWTlwU!d}qe(ZEN@HMs7M{p0}lUr&DsnwUhaCZl%r6Jtgxz zYHL<2Xqxa}{$JawFE0*!pJ!iRw<7cMvWM5FPnmL~_}E-)Ww)LWv3fJl&$X+qdhmVC zx&92ZygL$EcXw_5d++zhahGZCEtBQt=fAwXeD?SI{rTFyfA>B9 zV!Q8l-tL+0@^v?KqPCo<>t7$Y_g2{L_n^UqJ=VY9YzFPqkIlOYT7dzYU{8B_Y3a7C zkoimB2lY;VKDT^cEockZw*KXxikHUit$KEVnSV>H*}VFHmA~_wB38r}f)dN~*Y`CY z^e&Wl=7HOaPqsnw%#yK%d|5y4tVvYO#2%Bd}H$Q zV=zrD5fZDq*B^!c@BCV6*u1gu;5$i!51x#Q!; zRp0OI{B*&YzxC6~M_*=TuiN+?w5<1icBt#hEXPoxd3C>DhRivpcwNh{`un@w>*^~e zAAs+07Q0pR`7HBx_vHEWf}yAt1Luo z*>}A^eB%9^lozXPYV#R7OYAP`;6W1H^C2$j?35YS-Y$6$=usv zQ}(=%V+$o-=<8zx)C&sZhOAz z*^jU1_G;d*`P_TAEHp2>a_{tW{-NtxBR3>8{*BRHTq$&WYj*nT8<#EruUYjSw65U) zJj>#=2X+^CWuHrb%P+flnr`&1&#JfP9ADLTdFP7H4yQHbLR6=(s+<)1bbTJ9l=PR# ziJ-HTcJKGMd@2&XP`p>G;QgM@ew%;4+kN|U_{OEL+(Or_{&nGfM0TF{&X>z(pE|23 zoq2Op>N5ZNc4mDd{I~k8^yO>6Ts-jjwXA%|*%hzc=Sts7D^30I`C+^KEkDLtrz37J zcx(+y=x_Z}-evVJxB9+yj@Ezszh5pJonO5x==jav)LUU^Z?FB@A@<*~B&Srz_4$Z`=ECH>wT{tn-2$=pLOf++u*4&*WCX9pUt4v@^|AwC4FuD)}vugeuZy@g1ly| z;@v!HL*2>Xt=W0Ex2=uboYw0*i?#Amr}~?}C)MZY2$yfH`2BYK+oM8WYqZOz+__Ns z|1iJ(jcGGvtx7iNE?gXVC@go<*0)w=UF@oJL6^nMmifN;NY^8m`M+=H@4xxiJpZ1} z>TAx%q?BA=ZfCf)B5|jbXpx&Zu$7 zle9%c7=_0{(Kb=k>Y?^i#TSzF}S86}&qdgN=>-8(hA54ZDgzx{gY_wcVvgnXour|h|G zcct#a>-g%oTR&`DGHVrU=^B?}(`wDYD~sLvXMYLp(YD*VE=pf@=T`YG=T?PTbR+u~?qg(9xAIX; zaop-xF^_vDojP}wURp52;nwLP@(&mnI88}HXt?6Ay<6>oIeVQBct zI>xhDeD^MmP8)>Ynj`7odLnSKA3PLJcVpVnpRr<_{dcX?;=^EUhcC)MZoRPF?AE=l#X z{d(m?^6Id)T<4X)pVr^sB0t}va8a#K@ypD*?Q6H++jXY;>-+on?ds22KL25NZ*{o- z{nCIlTk`MU+xKi{`aI3gbNVLAtp}w8e*K{NcD0Y@eGZ%d{M*&H+waSHO{-oXwl=Eu z+Pc`;7pmt}zuWoEcHRDezl{1pYhV{HTBP**4!8cEfV`cVmzTB9@4v%7OL)e@T0W$_qVO99zXqY)s z9(3!I)92^s^*>h~Z9nGob~R{|V|lFo&nLpaYxY)see_EXbco2?=dWg{J$gDlo-hA- z_WHeH&vvfg|Ig~ro$dGQq<_fmezU2&_N-`l%*09Od4%JoHYT<`7gl>isvkAezq|9v`^sFzS-+d?w(#Y`Vahw|9Y; zqy4=sv(W!XPVK#R``y;Ex3{*vO%2G7+nO4Zy7ZP$)$_l_=iSd`K7VHU=JxjW@2xb_ z?(C^qb>K624cE5C6YmuEUVCOfN$af4S=|@zZ=Fo}GoSdbEo=teong3rckh#DKZ`>T z_pLfVW%tEB{dL7=t5{b=G5ij^x?aoSsQ$D&$sa>zhq)ZTwDoh(9kKPV*YCgg{o{hi zE4^$l#>_c8%k=Zz?^*1#c|!MB^>6K4y3KXtg3p0d*G`=OHYs}QQOD16*>jbXqd)7e z(h9n|yX&pTtlvRzCj>j*UijI2>V{QWBB9KycLhzokoUJ~$H&-W`QK+**LXRG-tDUX zU$NtR`0AMb8@;Dq?n({a>_5xo){rAq5kG^%TYP@Qy7&hy;`HN+%(jWsL4F5ja6|UO(6m(YW@9#gK z&(DwcN=v#~a+!a2R_BVJkFN*`e*Bnyef9pS4navKpDI;TuOwaBy~f*ZrR>^_JjeYh zOY&wtzq0q9e}H!2*25yIQbC^foBn?~t^YJ{Ry1n!~JeiLdKQh^Z^^)WL-z#UyF|@Y-z&3bo zR_SB^VAUmO`=nJ-&l=g~PMp{@v*2;B`K^|_yykZjqPFEoUXLmK<#@fnJZ@ji*Y9_`4|fKtvYUKg@N7r+jSY!2kE~p^*Mxt`v)fntAI$oE;iKC5 zDLq|Fi%$1H`}g_rBtOUE#bI04@431>4z!tj?U#}%1*MSvR9V}-eb?#V&h;0*g@2i&6}kOJ68G$$%J+M}AG*3=-K~(&IIn9*oS*NTwEvz; z%d?!4<4&UKxB5=xcBam~TfJkaQSeszq=j1k;f`z1&o|GXCuvi$VXk-h)WWXPqx-(! zxmY+kgR^x1jdMr7RlKYTO$zwznYAua_0rutOGOJ`OX(h5RV)6w?!zU!63)LV_w1)- zU5@y+{oLe=?T(=j*GUD-^4*DC-g$f5g4hzd0w4xFJ)z4=V}|DCBExdMNIX%owRA&f&+7^Z%3uiI`=f#-}dUd&&mC^X_ITczGyaz z<`?P3POAK$@jPyqrsmpi{wX0LJuYg0l^?qvU$`iuv;0r_|6qaar+beTtvwDpQ|h+s zYr9X@2QIdX`)$!GDo>pF{p-n^yj2zYeIMg~K#LXy+fPP?t5!*!4PLpVH_CP2mrLG; z=g-bKvuWlcui(E9tE)pdyCZ`ADgWqe^R{`{_Z4;qhG(u?va)Z#klQaq+fSA5#llwWSX1>1ZvQ@K{hme5 zD(K|dzZK_gzu&M_RbF2g^!j$j=g+R*5i6c%nXHRlKPh$9qDyA0Uj=x!R6PIp_vP~W zXFy9?|6kj={?z3YmHf@yR3%s5;O~?&%bDT3Bx_!1ep3AJ^Qvzi^}fx?>0hn4_wBaZ zIhXcTe}88fdTwXdxs2N@c6``p7G}k7az1OR){J?wa=j=5e5NH@=(xiYYI=`0aN7{7L71 zMc>BdE#^xsHd#Zk4A1}LAn)S~lv}fn3{u2G}FR!nz2Hn6A z<9ae!)#dJp(}Hd9rWaQR?Zw^NkKJ7sct8HPyY7|0_w3^wKQ7Kn zn0~?MiSZWR{JmeN&3zx<=@`34VCUI9xiHz{&^gP4K!d%tI-zH$$Ck~MWfs{FIx}3H zJM_q2H_jycRW{eZy|Vp&GkyM)+B~ftwTo6g2-$Yy?APv<6J}32(f^c*9dza^e-ZkL z&YJhx`keVJkA!h<%e;IHG{I^3{jXozO`q;C(^a4g5D$HRw)42rSLHk_(8YWxYlP05 zUXKy>Gr3!IT6f#jbd~8Wp-v9DX;T|MpKE^!Umle8GgNwK*v3^Q-C?~eD!oEEr*nFV z$QK?F{Pw=?@2{EtcE2>%&VOFFVZL#?-_GaH&drt1n=Act#p1qA$K6h^bkd%*%0AgM zWY?<8pySj)r$FxqEd^-V?pz%F>n!Waw->%GxpmQ9KKK3nnopkhR~>AZtI~KiXVuA9 zx3{m~8$PFEa{juxuMYFuzp2iV?KK3qP4}Bl%X;S#%Fr)ixaiL7(!x{5=WQlGTKi*v zaqR7)tD)gD5A#{;EKBXPerHj=zOv_U(%awf_nU*ZQ_Z~YcFcQ=*rq(mx9t0`_sUpa zircdIRh&3`=cPSo>qMWG->XcwU|iYVB($()wa|-MkApuyiYvM3nmR9hIonyrwJsmF zUXPRhy7!UqnjPHnF{Tv)s{h{aes8y1zf>=i?@7d*nolRc#eJT5Zl3M#n4H(v2hPr1 zQ}zV3NVVXz*Y8*v&@2-J14Dwa$DCC`0iU^d&HjG;$AaUoo~?OzcYzPJ28zA#qJIP4#+px;>AoYjf62_clyCdoLW@C%TAWvT|Gc{X#kKo&{mW--RnDt=r8)aT z7>~D;6&MWzthunb5mD%JFLFDF4{iym)1lPZ_%qCkIU!B zo7es-iJrTXrCMof>8hwJGHp@yTUAPRLrVW?UJE%nyN_FI3;!1Vk~LH2`~QV3`T;^$YZ*S95q`1}3-_P6sy z`MXx0II?oJTId}1t*Y`Xa$D(b z%DSpmt=KE{{*m4)&nc_CuC5DzzIoD1(CvdWUqww%2=UR7v`jwM^WpRVKcD-3&&1b! zJX)y!^Gj81!onqK7g$-mq;_|wgrv$>u32=kyyX~o?43o1$ImWaTc57sxaMn^4QPSr z()rRqYgf%)eEwUtO_1w-&^ghd$|*=^N+S3$jUA*PrqNL;|7vR#XqFLJ>ByE%Z{WKi#{s~g1Uh(PAK>5Z04J)9nNQ( zaX}$ux!+u){_MZ;^?$z>y?;3G`Yx84w$)`T^6u_>cpbEOE@W?2>F@8;qVpu}j{kX- z`t;P)g>%bpY3|ACl`?hOnss$keg5vZ+ZKX0SA3t-UvjVV`O%U!TAx677$7Dz58cP?CxuQkE8ax zc8j$JxxQan&&~MpQp76kXG&jk-=F<*T3+SlRoA0kmv?Dwwd2|48dj&aS;q(zA)7@V zSFLz+Z}0B4mx87yo}FcS_MG+m9PJ$;FGajdrTi%Zdi49TUg@{h8MUFlOMkj0 zKfE<()uh0yi#mgr-pO9SH?4p1t+QFtA)TwV+_skbxi4L!;kRXdNbRa^7gm|&UR^cy zZ_L@5FRtfVO${-9v#KP2@7HS|9arF`7gLacv^m)x)ynKG$uC;r@vfsok%nkW-ukg5RnS92(pj!PGJL1dlmVUc) zZDYrln`yIe{`3#sxFUJkw{xq4%BG$=2ik#gT&0(Jl}^~#rN`JpSFBzXA-ejO`N>N^ zmw&xj7_{ew#EPVdRt_dW5LmKOH@d%1jxjsSnGio!>qaz+7r4>9yE%Zoc(>a}FNm+x6=!5Xk5 zM0VLKt3Xzj2H$S2qN~0RoFSnv#df)Ni_Pp5R=>3>BUFlcr-Q8IrK?jJXWL=jVb&GQ zVCkzH8k%dBazfztztV4SZf?7()!^G5^>0=0x?3*#5gQI{Q_>5`YW;J7ng52_y)4nW z{o&7`Uj6xFcUWQ6eOU$}liXV-w^x1YxBth%-%@_BQr$B+K{#}GS#EUXy5jnekB;v9 zd`^t(Z04$udRIMRr{Z4>EaXy9_nm2U^v(YN|F)fVm~EEp^Z(!9vzp82OnQ5jsbP=X zQB9$(b$_d>{ddPn=&L!K76CgWlhY^OZUw4?#z(oc*HJw z7-Kz*L7)PtHUMKRD?q^FAY#FTiFj7dKo>YMxP&hC68$D11Uk3`e82?KG684MMHH#k zstgPa6Y8L6c}%$r+0ovxCveh2TsKkt`uduP^)N|KPfexABCb(C4x4z4IrHC4q3{Uo z#1y2fT|`=)76xn!2TcyV1RZ(}x@6+!T~Iz?U^pSID)|f7Av^K=@8LRR2fQ>Aa#%;$ zx|qy-hL6oYNpBcGLXM_s&Pn{kxDj;6CCE~UO?VejqOM3oy-EgpqXvUR$kC&J@|lI) zVYhowBRjV7O25Ir4B%(~5zP&pm5(~reF6g~-pt?sH|W>CD*L_b@7>RSc&PPT;oXLk zf{#lhy2U@vjGv|#n*}=B{o9RX{@@e){{709{_HMaTXM^;IZ|pu$Nl>McX2M^J39&6 zofN&6jG(h8ieInYKC7AE?uJR`r6VCLgN|NVAAi5()s>SxvQ}5tL~d5oJq_AU)gy0z zFQ)8f>aybJ=az-7jVi0%elu-0*Y!$lYsBtw?)(4m_j$E-vw~iNHcWt48)V+wvvXzK-d%6+-`$oQ zU3@~ZeFkXrjL%%Ft0G!Q=UDr_TXym?X!h*HKMGjI3Xw7fkZ-8L6JJ+)>{yxp#s%VwXk|NkfX*Z24H zFTK}$zPR7c2(;Ae@4pK(ZtW_~zPvtu|BB-p()VYA<}?1<1?7MaBM{9Kha|TK5iUh- z@Jgwjr=FT(v|d+BiwksU(Y@WrZ*9pGj@ptD=rw(+UG1+Q>+(N8JF9)?o}6vf z553zXZ?1I(d(e4UQ@w` z^H0?Z?b>x#Sly3jYwm5cl3y>EFE5$D!x|(;sZI zYEPC77k>C{YMvfjY4(K$jx#OpBz5aLZB9S$_w#vv7U(w7<6q0(-fI2#`~ChYb>$~N zJUo2(@$z@xUS5Yzn`K|q*;4TE(41fA{yb>rf0NB`^mlZ zbp7pEZ^r7XzkW&g?h1>uLZNd_KnuF|uc#_OEa>`J^lIhuTU|%?|NnRU57LsZWo2(~ zr9l^UX&K#1>#jwnPkp^- z!khBzpn*ueolk^rZ+!q-;D7uDXge3^-U`qqD^nMOt^o9_P5<}4{y%6*qY-F9*-Xpg zw3y#QkaX-IbZOqK*7dy7W>bE?=ePf3u-yqPvyWy@h*@R9TLiidQCoCn9pARRySoBF*Z$Rg zT7A#w+wRrb*Vld9d2X)t^wnu|4U^l}-n;&JqUhI~f6h&Ly>9opef#3~*DVZL^hl)h z(W!J5__1Z+b^qX#`&`_QzEtxQozZz=&b*7y+^t_One20QRp{IM@wHz=Pfhbpn>#tO z40NT;yy|xw>$B}FLw_s@GP*rw-Ol{_pHIbqmv7IzyJ%ln@fX&!yI+`>ubC|#QtbSy zIArPSpTVZ#Yu=gi-=AOq@8$2vDtldN%kN8{HS*4y9UgkLD&}**s!4A^;~&=Vb}U{Q zxVUZYw5xyCzFZX&s?)7C>G_$N$^WmFRX-Q6`T2DE+dZv$ako$GG>Wfy$Xa|v(EY|w zfzr5~jYq|v-AL}=DtgXQ&3|6b>hs&~6nXFNdFFIw&z7k9%jehKDwhmB*eh#&O{VNd z;L-EPJ%TQXtp>d@N)p2uJQdcA)8@8HjBS^sW>&ejdvy3*?A>D=$2HG=&1(%yPdnc^83mY4UEihvd`Oozf*MH_VXFzhu<%ixdxfeo45PNqwdo- z@64ZX_!s>-@zjfpi%+l3zVPP=Xoc2Vohx-=GViur_A9HoXz0PdcmE10!y-MOx#CgR zGp>Gjd_H&atLn2aS3h1~85+8D#g1N^`+qg$zTd0Pw_awJbK^qT*WD5yZ}+b{b0xXo z_FKe*UwLJ65^I&Z#Nv~E4%&l zr22fHo6na$`t7<=OG^Hd=we8UW;nGd^u3x}F6-+nD~10FS_hwA)?N1@tUF3|`xFHY zmDAI7y-)wvi`#SK&92w$p8fm%e*5n*&$*z^Pxbq~*JUamG;T93(pq`<>BDyUJmKWe z&(0cysu0gf&*#_Q167T7)3Ur`tg=>1zC^j+!Xsm@OzwUmC9j5kzh13=c0Im+tEbu4 z#JLuQi*A$vlsaj$E8z2(API;{h(UwYg-zQ}g{-)ObX9v-)DUJw`j?-+vit)deF>&t7ZPAuUU$# zCBmw+j)GRX$d*PPJqcQs1zH|-o9ndER=4rjKxn8lLI}z9+xCc;+PS zRc2Eho7tA8=2@$DZh1dtLiE6u)ZW-90P4O0xX!iO1Jm z4CBhObJ^?m`Mg%-B9#rR&k5&FpS?fe_TnQ;g|>Nly)>Sp(ziw->`)YElq%2E4Oi;I zRac&KtXigdE-QZSJ?td7vRu3%B5zGlCAqTyE!_uAh0KpxG=l|Mr6 zWa{~!ef!#XUNz|EiET!aQ%u74WZnebWpv|`%!0bAZ*MY%F9k36GX)^%ZxiazTE}2Cado+@f4nY;p^h!*e`O9zjg1O_hp@{zw3nSmixgc*LyPr z2-Y5df#ax2_eUkdi;pbQC=>{Zo!pmt`RHGV_|0j)vjcYid^Y=R6DxPlCs+G|)pu8| z`oqRAmt!Vsey5;$Z}@DVzY^=eO$Du!IccL>J85al+*R+d+zJixtN>jg1==z2Z~LU0 zl}lKrPV#V4-IQ0LY?9|E2r-WVG85aRNeAb^4^SKCfAeu-)_5o?oQe5+=t&wPZp@YaqE+b zOtal`ch!n8Bd?P>Tep{9&GwoBI%SVX+U(4mozLezOa)C4{EqZ0dM&Yw%YW}a_kKAu zM!l;2poT}vtaIMeUwjOks%5$MYZ&WYyWek;A4fdjXkNH%)q$|JQ8%ZZczI!6thI68 z9gE9rA~%0941c;o@6?5lA*xx6rc5a|m#yv%Up}vDRj+bwn{;&W(?08W8$|n7Es(XZ z+w(Uj^TLA0o$vSk&gp)6;@W|8y4&w0y}zmzJ$2=~LribWk52Dvl()UVHT(L3Rl%__ z3%GfYY^~{QJ?9=ibM+4omo4x0LhE;b<$qM`*ZDo9CU2F7-P6tI?YgrqkCtEX6+Z(l zbU%RNZ_&<{uHhKbmgqD z#M-S(=NF%|JbsRGrAmj8)hd>dCg;$YRhO>p>712raMAMpm48=f-ze_0`Q%Z(o+VsM z^W*ZJF3KyJf`7YvUJlvvI@ER3?8BErwc;xtw(iS~p4#zk@sY*fer7J8n-;zAm*vwb z!Eg3H>nnL{8QUFwG&|ss)}%=li?sGfL{HgO9J2Aj^anvn+0$doJiVE0!t`doUV9?6 zb>+A0>3Xq;M3>%s9y{r(?rgqU!q@z@9>rbV`feGQOYZ6&TuEDl{6yz|_u93)D=>fd z%dSV!SI_G$e5X~mw`85m>b|#ESBF2CGkcbCsAquc3hS~r5}&_i%)L|nv)B7%UHMMS zroB^dPn`0iEac!^(0YUI{xM7vC)8peEW)~vI!~c+SLcQPhh9RRTI`{|Q#w;GpZ&XF zolDEJ8^KLi&gQPrk`GM;T^nV$zEay6ovdv1)V3+!dBA!ZXA5 zSFBnM+GmmCufACL2-Hc!)uOcL(&I`J}zKeR!uYN7KI`T9SGbMA0^?O5$~ z_iU#0%}3!S>sYoP4RtLLm>axnfrI$kJ>TzDr_L)D@2I%#ay;p1m*~U&%~3C(-6{`P zv%mgU_`7-zUzV8hcg7#QW>h+kD$7EtYzwSbqlKa)*EYn$? zsm2S--rjn+-?Thl`;6aX&mV zch$Kod1i50@~_-aig=cqdR};5X>WY7%SQF$)Dstd=WjmDXFWsM&*ETMQ|A94p^cgA zIQMJW=7&z#a^D-;GSU2a=ya`>Yp1Qu`nmGSlu4SpQCl{=Ug9#z-1EiSEyCu@b9G`q z9Z~)L=YdAlK6^Y+^QR=uS^wGWdb5iWgLt|=I&4PAqK{rmFEzT-j zWwydA;LY~?bJfI(xN4_jV@j4k3nB zMsux7SLI%RealtMXsh(qIW4<%V|QKI79A?O>DGNM!N=+vi7M-~0#0V-izZ&kot?W) z^YWyK;!msYu79>Y#3`gRLRNX}ioGuubq8&`t9NrscZlNhot0bbuPh3`I&oE9Xizk# zwd&@r>p=^Zr|CwgO^0yLx{}UHQ(R-ix>H`g$%~Dp&7HPEGo*ZvH<)51~a^Q2&ukx!~PLnE7oks4<5g z{d&n;zjbx+rJXs;g!w-foHY8oLUziVQ{`SZJ1fnC4b3(F$xr`s@#n;hsT;K3nbg1Z zxBr`xc7C30-pijCocU*hwt?SCe_6UQ=+VYSUyI*AkDL9r(r@aEaMc~#XI-&ApQ-lD z{H)qmk#gO#y)lP$qf{5peth$^HUA3phtHS3iril|D=#usnSJX|zAFFp-EX&T)@=%1 zy7I_EJ+ljQmKR-%OrKd%x&62*XYkLvTmOE$-M(FWh3w}wk(&>_7BV@XwQZmAT|3W| zf1vZYLH_%wTsUj_m&b1%*=19n9}M{lI;u7Axvuy3O*5CtubR8F`1!AWZYMRbCv6N^ zRWxOR@cytZ9(O?dmEM>7EooY{u$^CCZk~Bi=b;nls~-27C)I&&M!oS{Gk6)xzO+wI zPNv4a-tq0oMLoHWr=}Y}oJ(G{Dmd_J?w03|b1%g1gweGA;8vb*%^>gvPE zv!|~rinWg1s`CBw&*$@hZ<8zgyhkhY^|RBxOI*rbtG>Px&ASd-o^!)8*7RGJ-t~%1 z%jqI9I|>p{?cZJUPSbO(MdkOq<+bsPb34q+3(WQ#-?b~83q1guVTpL>Wt$~jQ^1Qd zq*v9heRjV1E#KvxIc6`8CtZK_Y2WX6pK~LBfo?C~zctpeIQ$v+R*7%3`7e8m#;tps z{`=co<1J~e3)9cf+m;2oz;Q$IG`GiV`z{xDFLUdadb*1HZp;MGAdF9gtJS+5kKg?-%Zb&?Q=t6x2q;!c)X5l zW%TyEXSehBZ~d&jDoE{`<f#G0RteX(8l-NzFw%fFjueSYzM-n+u}*6(&4 zR@>~>E0qd5lW(`|BCX}1gI~7=gb0Dolr`@BP`A%qa@qdBa{lV74?<=xmp>^Fx&?@T zNx8h%%2kytv7r&~@9j0-6xZsscA@^>FG0VzKU=mJwEbp_UZ@P{K$d0h{c_K`wAXRi zuY0m!l09hsb!g_fRiUfTOi*+_B$}(&s2sbyY%8av>gq4wllyJMp3Mn5^mfnZbH<>_ zvWl6L{j5%I$-aJ0Z*lR>qm6Ovzgj)+F+TKu?UNW1eSO*H|{i>SXW*sM1A$y>s7H)^2>M zgymZ3qfRHfSh>YkyjglEdb(chDIN2wFE2iT&iLmu&AVgq!7Sy(gekh(lhytEGUrx* zdlQ*=GjOrn(JgNp7@2FnUym)nE2^cXwQ0Sko*rm8Vt^-C0*xE&TQMb^G@4?Os#0e!kP*K41B<+ZNs`zvCMh&FES3{qp0g{}IyzWn8S6 zZCn%VdfK)6{emBBUqq~n-){%H>S&53+t*iDxu;Hrbg%mv(km zndJNA=kx39cAo$B_xpY4-)}bi&wRY<#=5YzQ9m}Gs5MSMHz#0o+SyZcPJ_;_{a^n3 z+gs=T|9)lfJU`1cds?q*`MI2(Pp6f|m%O{P^UUjScgyd8sLqW2B6SzE$UVU3oZas? zAAY}h?-3qXnfl|WoNX1$zW(aoq_eN@*Z=3;nsf7#-SXnafs5T9md5U>C~W;GdD>FA zx7_D*-`v^x`zmJ^NBsV^uwCv`ZU6Im)#v1jzuy9#@I4)rs+rDP@BDtR`ta$@-==Om zzVCWIui7a(fA7}6pzBWbw!e8gJzg#@Z2t3O;%ir5J88QebhOvo>%Xg#^(5{8{aF0> zPaCiFt;bTDH{a_?+SOE4{C{z;+U|8tSI_#K`t(yjK0bc?nO(LdKm+T^yJwB>ZR=ST z6u30-g6^g+)tRZA*XG~fR~F|U%CgdT(W*_`ZX|I>D=rOd%i6e0GhphCO{u5PfG#ZE z?i*T>RS!Dq`T3R0GOep-1f@>Pp4fRMe(vJG>nnm^pIf`_)~PV3)kYgqPfy#%`tEVR zecrqM|Nnh3VwWjskhCsav-aQZ!sD{OUte8)Yq{i=N$48iStgoyf^K8fYp zSN2TL+X5ET}>W|i67%gg&^jrSCAs64Q(x1H2O!VliZI8d-ujda>U;bqFf7TZ(zg-`~3%X0f^{{`qFD zJFmIeIMVW{+4YjRcW+e!8LU*@t4IOLsOdux#^ z_w1N3C;fRl-KW}IZDjzZAYUi;i+2{>&fmZHFHh{7jW^R~t8P6f6bm^!4|NrW*Te7nJCg_HpSFcUjH)rg-pE7ybBFo_0+j6s4>rCy?Edgz;3f&kU zTN>&$c^TjJGm3(%xUSGjxU6F@h7fOjuGG70?+Yxw4LCD+I{FfBf{zWAJ_x=s1~Nm{d{ z1suNB{{Q>^o6OZeD`y3V7f=27^?H2jq{Z$sg)Q$l$=CncC~1~6<8Som#bTnOt>=sX zu3dE*bQ{g~)bIWF|1z{MOkHzz&gE5EzEeSWb8V9h6WTgKH)_j?b0=@D3|7Cr3TFAU z2^OpZ5ns2Yot3%_x@F8QSTv8J$oc)fy}oyMmA<`mc$HP`)~uweP~<(~laN+0&{`A?d84DMTb`kv8b$mVlt3B<;4TIqZ)PK+Iuai24eemF-w};kmq9QHQ*M^$E6Paso()eJlW7&Ee2^ zBE%bXFAM0tj;R?}xnbHF7$k!h+%%Bs78kmH*TEUlv?En97 zH|Pi+iRuaZs2BLKfzLXDn$Cr9CfNOv2vivZ1MZVro}QXY?UP!h&GWY4INie@?0U#a zEuz|Cpaa(wFt4>A^&_#j?I2Fv842;Y)GH>x^9bky9q<(=We0A6u0;~>n0qHcgsau* zW*jF21H+PdP)|i)S2wjBaVgWm874&KRFJadmY~dvKtUQ+NOUy5BdS&aZgHIXQbv+%Dai9R-tbZ!3x3 zRk9K^(RMSr-_}R*_tWX|Z|ZL3ZofOD8=9j}7zi!D@kISf-MgL7&s+_U&*igtz!1DW z?`}cTVx`S#XN|Vst6FXO<3Y3UWHn!(sal~ve}8@TUG6vc%!P%{XJ?sao2^Wp+i&;l zgiPs`z-5JxkAaW00iEI*zrQZ+>8Yt|f&c%0pFh*4a?{Sw=d90yHZO0xTXy?H;fbj% z7eQNg*2nGj0j*P;YgOv=_SV+7+g=;mwtxBk`MiCuk?F;jEUS_?Hwy*K?grt8gENYwz>9eZt1niXRFumGdgeozozvzv=67y>U2OY z=f;La#nzqob!TY?FPl=C8yFb4B5rThw|lnNmif-Uu*kLBtTT1)!^7?ETA`~_;#dEk zG-=X@O=oABa_h$IFqqO||L=$L2a6slQ>`h!tHaiE$yUGFn0jqx+SyqPqqb&EtppuO z&;9rB_xq8t*L{zI_AO-H-j@5~-|zSOpMNy5awl2Y?=E>cY2ppg6!T1p7k77;x1P?} zT@t-1#nWm2%$2#`qTBOJ-b^wqe|IOKu&{7N?C!FK|Ns5gS3kBbr|&rEXcJJkVd2|t zxAnFp9&QWJf-fA{r_ObF{r-Ph`Pj}H5&gezY4onZ!YhtBYxreg@2R6n#1C5ewg3BXXPT_P=||JD~|O@3fIj)Ia&Sr-%XdcW{3Zdd46v0>Cl?9GYk)h z*}weRDXiZ1XzBOcI|`F$9*^3VGxO^yt5AU~*)6%CV_0hLcI)qxxcBe0-fo@6uOmE) zRz3jbh4CxSE{`%TlZd1^_Z}P9ugtY9O)6Xh&`t5#Y?6_qs zzy1uQ@L>q*>F4^_PqoxeBr|GqbyPM-=@ z2F(aRyWq^fwch^clgVmvRraB8o=$S@7Q1;$|K;W7{Vy*rc7Kq)yZn8g_O&OV`(i*> z*xH*X9AMa8`+Qz?-p;4~DX!=KJ09eXlE@%}l@b{qmg2tL}j=89CEu{VoHvM(h6LACLRDi{^X`xVrXU zu;}55SEqsM_s<7k{oMQg-tIe_jML6+IG>r9xc6GV?cV;Cr_L4rK6|(6nQdt42hh2& z&sSgBGc`JAW9!Gco)KF?MTnL2TLT-8e3^;>g6mzz9Kcm3R{^)5vA?uJC?;I&bvyZ?Z0 z6j;6TZ$@og?bp!Xvp`qIL|iQTwa56J#bNV%cfMKNtL(m8cI?&E@VJe)cO93jz9G>+ zW$i}Y=*JruXNC06*5CVO(p^4<+h6uB!9Hsw)mlE4-UJn$YPY6@ z1S~pt9yA2`Ufq9Qjv1?$SC+lT&U@?Q_jARsS6Lpn`pLr;fr}6Iul~EC=EFhur_(;# ziM{<<`~B|rGmo>BS3O?9@}T}$hTm4IMW9ozK?lmro?riO=N+T2^sQ~7LGR|4 z-`n_mdD_`o&z8@xGg5Z%GqHZVWpeC)4^RaJ>Q2<2HNRhzeBa%0@%i9IJCcw0J)L&> z-GON&iz`DU%JJzw7`1y=WKN?t8GC`v{*z^@My-dlez$)r!zHWQPbby)op;ZhFR#jC|NqbD5B1s6d(HPh z*|w^7Ywi1ezt`=J-$|STXp!nCSqOi~-ajR-VwywP9{d!62mzz<3Qy1TQHqW;DmPAR3O-YQ5 zto8ekmp=APO$sh?bWqx4x-B(Hr#$)Gm6gGdtLh=mC5BGLLM{~tPU-7?hAX->=T9rW zntf5IG$d`-7vk6l2a^7*S0CoFF*MxLTGtsfKlM>q63WVH*&9RD|>tE z>Ya+mz27QBZ>Y_>6T%cII^o{6jT^VUUYjvjzTyGn?OTzdM;1-n;kBvQ+b_jwq8Jz;XO;y z*rdy$LdQ<+HQU6xX7!0LVT-gfSCq|&-BrS=&bRmcZk5H+*Q(b%Y2wz?2ycC{fEx_Q!agd?d&^kRo};%*I!=?%=N$fr|g#5-|ee@#5}sPyLMGq$nO|c_N%W< zW&3Qu-6+_);QB;&xy<)h7hOAAW)qWiMb%4o>y4|G3tsI%vFdC@=Dons{4kfo$L9HK zq6BtV6g}UPA?L4pM8tU3Y2!)f-fFMgp|r4N(=EHxpmD5Ke}BDR|8T~qZCU5OZqyA< z-g#TSZtYCy=+6?l&R_+;EZ0?8_LiWFS@yKg{<&6KMb#bi=2{rO<+<_iTd%~vlg0w}!0#K!D z^lj!Z*~s~or**gA(A*^;+Zn9j20HR*?TyQS+E--+?>_6B8aX}V;_Idg_A9rxX1D+6 z^Lkf#yW^SC^a%x1m!Aw-sa3gRr_WTM5bw(;x`I?Uhg80lyF6#&y02*|kFKaL{}MUN z`0D#-lQbNUdw<@@R`@p2R6TRe6r0OtRok_VKCZ6b8e4i>^!%S?om{v4w)cL_TMla6 z<=okEahrecl@);rTi@>}eC(t2=brJsCkMGz9rKR^p!`3vaMEK^K9SM z%GEc5MVC!_lf}RG+qy{}U-Mi`^ma&e=Y-FByHR)MdEcv>^rn^OL84hzL+n==v z`x$@+%=SyBH`Tqi`FbVz?U%T(udZreuI2sbF^9=8AUb%fU1*Tc+Qj*_-)_!Wb?j4W zr1|mqEnPM!62C&#O>c_cW&adj7tjYU}jP!W$)Lw%jc| zF8j7>h3ooN-$Qs;T-OX-*5w@qRB|yO<|Jb@4SHU43*trhd4Rz4tWR+2U1}2BoU~+izX6KA*W|$s(;kDx0QeZQEH| zTD<*L+||n6?{;PHd>hQVSg6p8C)4j-&BCq&6+$mNx4rIdeYAGb^F3Erzk8oixY#mY zIetC2%oRD8V?C0|+KS52JG102m3-_|)$^R8og8g6fA*@>yP%2L>lt7AvlZf`%#+s6 zVn;n?;>qhDi<9~mI=A1t|FJ}HTbJdR=*OTIpf;a-pG@X7oybX>zFwUYm-SyN-_d*F ztINy#XId67t9-NZ_?wc*nH{o!+g5+u(=J!F0yM=C{A=dyO*gz$8<>{L?*bhNcAL3o zIsER9!%r`7$~wGC<$4>h^qJl7_hp01x1#l+yD(3knLOkDIh)Tu#h=fb-)4CZy2SZ^ zpy1gFiq3Dcx6a>^qoT?uU-Q9nw#eGR#cn%UR&Q4-KG?*XD);$T_WHd!i(HSteY5$z z+0I4I?R;i^SA@bkc+WhSHm&bdxyiVTqQ7@lj zF$J_Oz~<+Z$&KqT+gpTGuBzmCxAXbDEoUCSn#*tg!ctcF_}{fp){pH=H8S#?fTp0*0x;f z&qm;iMWiV(ygudA)yU@m`Ce;6W*MjV{at&m`r)3s<_jXOS|S&G_m_Wtb@jB`yP&BS zp})ibvc39Vt@&?0r?A=#clp{YG39qlK{sulKC$j1>rby4ugg_S?Y+y@_xN&(E_ayH z_;i9Z-$q@r+gmb|qnH0uRW@r)y_yvkzh;rPztUud&FSa2t@U<&%VNgrB{R4F-_M7+ zVMYcWTA$wS|6lj}yQ_F?ig3%s7@-i|s`%=+TaEfpf;KBYF9;Djb@u3^EN;KI zf3fVys&kU68u7JXuWs480Ce=&Y1?(jL$1EQcKKrE`+tUSzSXB_3tTU{KHKJsk)Gq) z`h?%Aov}%Vw+y|XRqWhRBzkwJ$+pyNopQVXe~PQ;zgjKO=(1w!o@{k~0s9jo$K(X; z!2`bbC$@h~|NHAJ_)-ebU|;7YEOYBtU)H{{IB5K5b=cZBucz2ty&s*o zGxbMhXxu8M;FFqvn_Z`tO)Os8HL2*<@v8ajVt3zaS!?dNifh~Qc~z&jIh`x1X1%`d zx@xgfwAgN!mDP6le)>+GQt~_J%8Ed>$sxTf#CBM*gKl&9x^-2;6?>D*H`j&#pK-DB z`?cu&R&A@V+vP6b_hQqMe7_=hQ&Q*`euL0MT9I0_qQgZu{c4}|=)&G}s(#jGZ!-Sd zeZN!u)_%zy`yHT}?cMrc`qwDDy|tA){Iyn^@WNFAKR=z;FU|t@uC31H&EHWwMQi39 zdCA#*_v?P2y@xuQ&h>P+_kQaaj|##Wiq2U+2i-wD?dRPf@t)NMEoEzGtNpt>IZDNE zqi67<17E*id)uMh$6^1x*2XAs(WRfDiR^!CQ|1YA|7!ZUTl43%_ousr*u5^Tj0GJP zk)yr%3+rmRAHN=jP6b^vHof3?$lK)icIBL>y!Cc2IrDhtoZG>=rJ;-XM0?loao#g+TJoHnGMp0=;^>FV|SZv9h^;5-8w&QXh>`Xxjt{(r-| zu(h*%ce!sn9C~N<-3>zjKuh|2jce!K^X_~joxf+}p~p)fFHW6ho}bqrzQ68o(!H?I zb6Rm*`mC-ir9uWcqT<5ax8>cvwN4vc>NL!MzyJTed#@MeigvmPzuoRz>R|ov$7A2i z%Y5JFyUvR9bd~cu=6315efr$eX@773^?SMZ<=&*d4`SDci`)HOw)Eu{le>YS!{hRg zs?RBC0*$X+`5qv6+*5sSO8xOm@8fUr|JobA|0!EwVOL#!NMg60_x{5xofmSsf>vhy zuI`)ORV!Ejr||cly6B+vgP^@FZ}xmX_v}%(KHq;n5zo;5v-JE}O@FQRn-4y7d-b|q zr~dqUy}t4F@+4(Z`xoUlvc`X(UE5ur|M~a({j(!h%wAX*e{J7|jUlR=x|;2NY1Bu@ zqze_#VY1s3+Ap=Fgj?umjGf-=n2Lw3-?}|NS7vRveqfzS@4k#H^|trSCjWHsTm(9g zgk{yF^i^KLMP6Ipdi|SQcudmp?AujKX76*jdw=4WqpNDAzwBAeGUcD+r$^oTw@zNY zIxjT-+ApUt|0>nQkdG08sVS>gJ_?J!0y_EuG&^?s?Aw*~8875bb{+EM+>tT0%W=w* z;Ls;OK0ZFnZ~sSN-gL#eYpYA`UdRjIYsqk(a^y;t*3Pv%{Yu|0ne;F5*Uj|#H!GDy z*iTQ_HwO(t#qMWhX8Z9jIy7|E+pb4Wx{)DkS6tis%YFW{n^)|&O=;;~A`yP)wfrj3 z0_p$%ey{)QKJ%Yp>D#T>XFZ=^Z&zUZl|SY0;;{M4PrfyszI>IW^8Z4~UOR8mD^~1N zZLZp%C{D~d{jFlnj!E-utJ(A*6JZZtJgWPfC$4Mx%6@sgZlCnszrEAWfB)x~<+^uGYNOiu zWY2&)dvR{9I`6hieYd=I|Cj8S-S78p{(b7UtlyQJzVA1toSgK*?&ACMT@&KB7d}3A zbLHF^cXRjOp|@9k7nSwj`@fmrE@OE|@FKI0y6czoZ|23`-FRi2-yDmJ|JYXDKR(68 zZNnmgzqc3|9K`LUHNUe)ZcoGQGuUg!1vx-3b)BhKNE zz4qiTXMDtdG6B93bh5l#?A-lRi_>}UsV{we9yB%t8hrf?I>9Gbc#ap#F)z+w)k|M~ zAI{x=H*L9b(8f-^Z(-k!R70mKT+KK8_4Zic!FIh>;gj^Qab5PgX8N( zFPBWwx#Ie3Z`D_$%gcN>|8_a)=KJ;O3IPZ4$FG^n)?S}melK%(wdThaE7!y*{kWMv zf9upOeb*viuRAoMU9Recnx`u($1fkzk`%{K5 zB6c9-{|bhKfr1{tzrD>ZcU?PsUa(`&q;;znT(t`|is)aN6cOBPxqNQftXTH9lP4;> z-}38-@)O;%>p?+#4Yi7WU<9C4BI9 zdA@7X|N3=dZ{L?J0?oOeSOr>?_0Ksl{BY*Fn@-QaHUE3AFcrG5e#6Vad1ms-g~#)^O~h)X;JkhWB1)fez{pcUr$;JUa8-4C$QZ9V$FKJOf9dTtW(Pq z54TNSDOb8aTy^=RS$Tg$Y*%sL4`qDiJF9Dz)l`$K`PN<*+7nl1E}6n`wQMExBB9mA z&(3U|y5JmWc|c>M#?IARG27=@oqD;|(bHM?_W@@98`F+@^?c536f686)Q^`1Y-f3a|o>yHCf0bkYZ-7j3b+~z&hT5*0yXIfm(iPdk ztGz;0&zk(b{N?54)4HoQXN4TRu{PR#^WC!BKlkmQcJ>+fyepQ)exMs0SA^QM{apYM8h%g8wW+?hFN z{J!1$Jtyz(o6jdFt5?5Y{W{A0cF9!u{p)U;{LW%SV`TTkcivIc#aW9~L#FR| zwJm(+Y9R};)w?cTEq9j6^PaiiQ`0-_=K6yxqLbIIevr3fP3l&`iyMQF=`fe#fOTeKR-7&cdpko9m$ePS!LOBb7_ky z%I6ZIUTev{!rmo=a&{)N-w@?k{@Ra`!;4*X^(mJ4;?(($sq%&f>?& z;4tknZ`}WXe|zu06mOKeuWbCW-{w+t{jv#yTjVd4O%UDjtzjGUI@=GA)5Ad<2!G6+ zmGb%7*=Lje?Ka+hv&#C;@Av!fv;DoZu4~KKmPIUD3F_%vXB$ z$yMvRO`l9*T5;-|ZSGx20es_^6JR|Cq&o zoR^;JR|#%VX! zoZb?^mc3+OdcgIa3wQN}HUv%KT=miS?nm#~g+^wkaVvJcoa(K=*W~D1aowmZcR+`t z-;M*F*R<;Qx{Yq4E@!9f&wu-@;^wB*xbl;E0-tZ^?>EhSc&+%|ot=u)InDgv9+N$6 zy7sn95hyi+Bane%(S=u6R|m^_f8Kt-&KT5XI-h-g-P^tOpbh&@tz0*G+|4s2x};l5 zjvhUF)4kVvR$x1y?54*ZYD+g-9q*M+pMSsTwC=s%r+7lQEpJ)%{lmk0s#9`JZ8SC8UBY(Pn`RL9vJVq|MIQ$y*dGczJd8^qV^h7n{dB?tOWA`RqPf z>st!h3uc*SS2^Bv?G{VTke~9=GT{J&v`y)8-K!Fd)<$nPyS+VsyW||uebZacfhI?d z?YI6vC05#eoQrGK>bsz(v9nB{D%w#dqd zHu{BseRb8holkbpgV)dJ*S{;hzs4{EbTpKH!rUoLN37}>Z8JzYAyEA$#!7FM`|h&0 zXO#PGgud$|>MSA0ka3ug^H_LtqHV2xPAH|BM=C(iwN!<5S& zQ(d%;^Y8PS8CO$}{O8}``e?IvV_@$_$rTZsmVIl>%Ij0}I)zlB`9`0qtgqQLr?ReU*syK>6sEQOwqGW!UA#%xlx@|i!scGCD!b2Tj61ItPM>(= zMuha1tJ&rqQJ{H4|EH&?Z(m>i{ax;{9?8dR*FW95raGr|j+)<`jCcEfzjL`Axxa4j z&WCN%Z;~Hu6Y1gOS)}!0^|K7~RST!E&z8>L`xg{G*q6d)|c}4&IpLDm^1ueDhN8>Dyv&^~qRXD*G>`lcB{Gm(}B!nx|E;;=lqUP3@2s3AeUn zCLimQeVtmsHp?ir>*dA8?Yu8E6?Rm9PP1k$i$_KLcMf^TQd?{9eu zx-Wg3?hBh$x*D@XkADVDD?S%qI1zNy+ymj1IZAs^+;VigQ0H*lF$`3&@$LAgaO=m% z&8N>=gfaw0&i0Vszh&+Y<0*wwvsW$!O}ckf{ral!@SE|voQtsCZim|-hBSzAQVvpF za{TX5w7s%dctRXXh1g+MQ`Wd`vaP`}#Of=C`^p7epe22-eUEQ&dhp-kztp|0xo5%O zhHcGj4s2!LB46;fv(Aw3eggvo!w;vJm^pvl|2;U^92qO>GE>&N?8b4U)Ke*?p#rU- zhDJj+|02%$(F^`Iyyjoj8*jJ!(W6IilAWBKmgTjB8ZDrb2ZZ;zKY%XuVPIfrcrS=_ z`qG1Hq(YV9ha95FVqn-O{`$8vNWX%sp`oFS;u7h%>|110Sl8Jucnh+ccYf@Gw<-LF zeUB|7V?j%$QugiGVexy$gb4>8vVrt5I9%zlcD|o|5!AW{3otMsLg3Ysw!SPJVI}}_ z;s?Q|c#rrDG#m1UnV!~_n_U;Ngayn*v-dx_UynB0YR8CWudUT-;8f>Z{KE^w#oZ`&1c`)tTQG|NZ9Q6|L1dgX_LJV+oXNo-PyT$*Di-` z?%*`mAaeA`k%E>9c_``d!|C+vJ(9*}Zf(te`+5DoU#G6DjW)mdXH)9wS=R6OT=sMC zm+SS2ow&E)zHnp;xc=ubzwFU}X{q;ZPPA|r$h|)Q>gw>@pj4>BJxgt>ef_@)pVQ9I z%LQGd7QC;faBj|jRWeEqH%5<)QE)CmT{k`h6e$bJr}+HVr+K%wXuhbbx__5H(ERxJJ4M}hmt6~w ze6=X-D{t!KW4&d&^K4Czy*V*a`RvNzxBUHPbMD>eXJ?CV@|o-Xea_o^dvAYvb@g<}x|o~m)*rvOxB52E zvxL&p-EI3`ty(QK_y3e{ic%9m#SA!MFbEtKNeFSv^g4JkLFTw2=+?BwZoQxGb$53g zSATnB2%58-D>9+_=hNwXe}YD{Zf?(?|CZ0ff1b@UmrkM1Qy~vb*G>_XmY2_GF56l3 z)TsXd-|dxuzh2MX5Yo6mfB)ZWdW+X}hVEB(@0-EOEjA;2{oZRe|NnkBs}Rrl_2uO= z&?e{ep>Z3Nj^;f0^!R+|Gy48t4Q(nlG^GdK10w41wL+}Lrv=x`hFvyI2)jP3t^nXIdR>EGY)_gxNp z&*rAjOrxW6r`hEy6jCJX|9+jm^ZC5$H^~nVwdU@=u_?7%(m1VWrgix`+iUMCLm46) zf5q-DyUDPr=~Cl!o6PDCGjM`q@R;~7@e<1t_P6XWU2h`_=jJsT_IcA*GIiNje=}+4 zll8j%3$(U|cb3-S&wIb$+swG1nVs*($H3$L^7+jLr&wzL|NXwVR7^iEhdFD}n)7dO zZ&#o7B`&Jw<56)lkDn*i=ig9Ru+292mdWm1R;8(lD|y0wt;^nQketBvA-3}A)Mrml zPF|LOf8WVdIzdZ1cni+Wx4$oAS961{Nt6M+w*2z4UfspX$NMzX`m_S7LGwPjnU%hv zYb@q|zm>gyW_;aG)r+6B{(rljzy0`zu(eU3i^J}1yz&XO9ciXj>8ehX)XIBhw{ySE zSlM@LS>NKO^ISJp#cEFea^C(wPh{IO?c&mpkB)BJ7Zv~3v9V$<^H$dB-vXcSOgh^2 zZ7b8}#^>?t7fXUmXnDmStzT~JEM7jB;THcnm36iY{(^d)jBnX5mi-MZOMZN;_wDEM zdzHt_F5g-gYyJ7n=JTL6DF@kjodYMlUAcUoQ7f0|CdpY`Dq0UTPFcOVwRLsn=dRmbLnVDUCa&GQz&>Xti3-$B%|M#5bku}eobGA&BwaWg_2WM%Mn0+;s zo7R=jHp|UoJ_K5B6S*eu*~(qFLdBNtIv=~gZZBv6_C!_YOn$o`2lBi{PSk!pDxO<@ z=vSTVQx;I6n4`9;Z@E#*>nkgh?_dA6yZn9Lyvk>iyVp-#rm)oywyB=DQHAea=!w&W(DUxfmRWVD;7&+tx7hW z7j^ml>9qdY21aI|ZZX{)@vY`}OD6N`sVz;IVH6@-VEzBk=jLhaOGSTNmYDVGm#MLa z!OCCiSNBvFzpwoN@9*TZ;l~yq)0rAy|JU@*TTP7{psS^89v*5{oGxuqkZ|F9{*H%j z3vQPf>u%N0+h97us7W-$_A=Z7EM2tNm2hmB~wd!dR!9?u_MKF2b|#$D{7%eedONFS#AFF{!mS=h70- z3tzd!bY7IMmB~D%5n6tL%k1@xjGo}~cvHXZCErceyU)G?HAuk0#-NbADr{{QsP(CS zb5G@FS@V#)Z&r2R0QKO@5?`k|?`kxG_uyT27Cmj+x87m7x8t2D(+Zn+>-E~NQh4<4 z?(V(cuk@}x_D1CG`c1jPQo>=eciA3Kn^-dY-8QGS({Jtha%sjA(0XF=9ipk*rfCEo zV)GLXxw}0-zU|xBCnqN#(?0>K{2>lHk*F2EE@$_SzrS9u&vko#ak0B^P0b$j|6g8S z{`T>t`ur`)G0V(Mv#*_T=>{E7!)9c^5BPWBpLc#OxYTp#yTA#6eV~nUt zXhKBf(dut+Ha0#4wWVt3nq&s`-MntxcmUo)bKtwWB2YPB=K{FvJzX>Sm>sC|{Y2%| zme@@xowe&e#!an^THw%_a`%VZENiz6uh>Ut-xq((nq;0I_kJ(4-cGGksFNLfOQhi~xIsJU!k23Hs&>xTc?b+tmKRF?|x#Z=g1)ojWvJ>u3 zzEl{uEhq9qPS$T@l$HGSxDN3-TPl(TkCD+|9j=% zvpj`2ckrgLfXg><>^EpEIdgJV=;~RZEjyr98i4}djfc@X&DZV}o!0H#HBHtmXGX1E z!2^fOtHbp-7e02&-*@cf9J|_GFK=vI%)5zgRpjPn;!|R`WK2Bi2U-^vye`IaHfQDa z*z%j}s$Cz?+4t>MHt4t`|7&w|RaVTt^XlsA+mAtuMsF6nKmGCX@i!Zre?K0V$y^F} zd~uiL;@Dj!8;@UoyX!k>w53!pZcoL9(&#N2iSoa{zD@_NWBwlf_A0f-Q;#piHOW`fIuN^3uJ{#_ivjZ}EXgSjrA;Wv~1B=G0{M z{+el5 zIt*(1%B%a%O4%O2G0C-h&HEjX`Gn7c^TZF1gZfL3pPOs_mgPcSfm-2P#<$>6unhZ- zZLiOR`m@t?B9rFT{mPVn67u2Ijg84>rvqdE$CX|UO?z@;;x_5)pbfMNl4+pR+nWuN`y-OJ4b>Cnq)e7A{$^{Fr;_f#60D z*43cp?Z^7%^Fh7M39mIz{QY`8{`Q)L)Js|MQwx8C&V||)vMNL~_}kXX&(EHHK5uXC zJKJn)|Fnq9OTF$`0 zV0TD^*P|a)$f9>4CJ^qrp>{&uiS4__^*pxdd*9E*z|g>dbULVe=L;(Ao}QX|7F5h^%egt}oe{shT@I)u%euBE zlS@n|!)vNm>biZuvW#PsTDy&39JHyS?Azf>(#>2CoQEj840{D%AIQ zpX}N5_W$QR`ekTnxYEyin$F1s_mpx$gZuJrLA! z1ob4J&nfQ9ot%1Vis9Sa+s*C&ehFT-uKPuvJv*PwhU=oS=g(Qcw+UY0z*zl0da)bt zWzh6o+1pzaUW2;HYhL%i>Ya1FOsVjn|2&(__k|_v7gx*O{cVzW=LYC>p_l8#7cKq^ zYHGZxo^M(FOeJc1wtoqzJt%3KH6`=%vfh;u8yB6NZN9#dN5dRzE*IEiPFtCM^6IlpCMV>Jrs{rW3cv;%w@>o12e=4(<&1dw8gI z?u{D}@4p^sWHwHXbtwmh!p!aami_tp*_xGG>`UD9Q&Ufa_VAzhdiSZ#gBW< z+j8`0b%|&`nz}#h>Z+92#cw<1KnUXf<(;gWn%I2u*`>zA{g_2ORi zcbi?`3**b*+_-p8S}}dw{Hm|7mfpy_^Z(!#wX*m3=4QmMv%Tp2-0SH7Y~pumd+C)iCB_y7BKy3TR2^s}5vU%G>|9Ec%`5^cbNMyX*5_7*>7BSnkxy<@fvB+qsE{+bosc zdQNB&H(iT_Cb%K}q6n=YuKmWdc z(UXqPFPG1^TIxOh+q=2^vQ|@;ZTfjmebWyWb_RwMZlESX{*=|BtJCu5F~7aB@$f&X zz|W!q9M{j=|9|sW`TO7R_tj_DKc8EEt5Q6^rqJcO>zD0wD?dNGsXwv#q8X?W8J%`{ znQyb6^M^zC->NI;Iyi2dr0RXEl$}RnLe4&;eRs~x&%M2E>B<}z_uHIL4>U5H{fWS>>;;Xx^-8691QHEou2bdVAj2P2R`*<>%-86ZW@Be7^Fprm?8y`oBw3?(Qm$ z`#HbpDc&Y!|sc$Fg`&v2Eg^mJO$$TF*ZLp4M*2dGzJw<+3#*FYoQ$ zEgP&I@bc2qw-w%>F1pLN#=cXZUy~$nYPa&3s_!cQ`F7t5udWIOo!r@bV^_z&ZHo(4 zi=T4+({J8ZcsqCd&F815>7I6YJ2CjSzuTD^hKKtMXIPi#U0xl&KIJoL-m6PoKd(>L zI&GQH%p$i}EpINCJ$n53ET~79le6aKg@w$^RZqRlx4CqudOBz*E2iKeYv;4foE@NX zw&$SZ7;o;cuRn6l^<0KM=)jQ^l}o**8m*1qzU}yT^y{--X9_=tgc@vh&}s*XLhs6O5GF{$o+M9+%~Q&&g_K zdv0&3JNIF({}b@&_z5+UiaT4gr`O)wlzMu>=^gL&V|QJVv8gavQ_x8RkoOEgLgm;}S zzvb!!-KFGfJ~Yv#+h$*#FB(FLPS+>Du`J z4r^m~n_V?xp1%9TA?{|q#cx4f+CW*OU3!c5zimlAH^=hZ#lK4GBB{%?tOIUlOw|fC zD!)_69{=mdn!ii7^6n_*Dt*hjM)_|E{r>U-M`mGh@pLW`jf7R<>+?XB@&mQAn4F{o6l#A(^qUe;gxCo z|IT-Xt@F&jIGb!;=&{{4MIW>&!Fi&HUd#&;;c~l~&7k(5gIVE=3yQy2#H+Oj zZAfr@|8xKUf6`?$A5N2wNOQXeDov(nELc~_eYN(2>hzeTcl-bUTX6cN_fgOiNEwTQ z1AeQXe|mb__xHEAZ~qiNJ~nfqb9>qfy%YD|s_)HJ&@Fv*>+$^Tex~I`zu#_e=efdl zUGD#*ee5$`8$W>--#(X0{;=!yI`3^gRiQ6#ZeD)2=la*Y`}=CY>G;m34KUgGs>y z2YrF2IjYK_IASS&azgO)&Gh+8XXT#Ss-FJiVY~bp&=8vX?gPTzOo$WQpax}kIT2qWV`P#03Gf7wkWTB9@iGF;LzBur#b|c_pB3~`1t~x zfF@|(4zwyEBKGRVcML986@{05&2K))JlZ9C*82S(;gX%8DT(m7%A+P(S5Am%g`C*8 ze4f~ss%K|rg0_@@+p9jW;?O;R#q@`NlrMd;pM0$Sdg+sQyWcN+`!qq?EN8=i`Pc0y zL8sHcyuLm@Ec_&-Uy>sHPF&|#k($W%*D-?`SeK=oob+t>`+c8}?eyjTd*aO7#Kha%a(l{O8LymM|E_w% zrM>-a+gAiEbXvB>Hf8VH=ccO@$|(1kmp3dsVM>g{7sl|1ZqGwI$OkI|p=%_uhByW_fpJ zyeks0eXFjUd*CkH^?7gJ`fQb*Dl0FaKVSQ?t@4g6*EL2gcIyo} z%@cDj)?70;|L(5R&Q}vImJ0sORbP3qnSFNPVz-;?7JYgB+${H2%7$wnf`5DF&vlBe zW_n)u_Tcoo&G>gnqnWkw3Djj{@e(O@7to5W=d!tQyMRKv%P1<(X zX*~P3X`zpTf^ot9<|TH2J~;n=%*%T5N~lHAyuZJ{gXj6~Ift(fJL@yw?(Vmo31KzQ zCtE^G(_gI%XV*Ucx64HH``@asuWrWgYhN6>IZbog&XSiwzg-u^lwJ)Lj26FmzbuAp z2A`zS5j)W4$+L6I@6CK@^*Vg(t3D4EPKa&*HB$~qh8UpdwZ*AgSzC!ww0e! z*5{@i0kunPpWi!PA7u4E@At2d$K~JJ`UU+u*aoR6D*pfd{&w*$F8()NrnWo2rP#Og z$%1M~GwrZ72B5_W-^C?go@{zwW7NnDDs&g8pP$#4cX3tt`gbz6RVEkr%(X7JI@%?= z`LlbklxW#Z`~QD7$GTtcku;ukcK_>jyWi~T*57Bb=(W~(GvN;1jGrPtO(PF_Xw|#zr8Kj zO|}EyxVGrre6B`{79#;-()r4oSmtsr2@b2DwLw~5b?FiPq8?tgQ7e4XUSQo*~q>UMVb zPEOUHKG(kF#RZeA&#y)2Z;iLni`{j_vhL50@BdCs)droAb~D@h|7ZLEli$_4eao|# z%w-16ea&6J;O36P$8Vc69nU|M2p5F82lJ{HCIU4sP zL6ZjYsU@$ko#pP)i{7TQ2;2w-4Hlm3?(8hQSNr|0$yN8Kw%_j*p97sY@%q`d!he5$ z`fW}-yJuJHXJrAG_}eF6{H*`+u>Eb#-N!HD+(CV!i?$QiSt%(N0k4F3-BU>fW!^Q&T((xxVr5 z*}d+Tcc+kQ&V$3X{=whh-QBA{ZNleU{%*G$_GuJt4!Zm15)&&|#roOi`R`<`%XEVK zSU3GEJ{`I}FLw8wTTT``zPU{Al{Qz~rPeZQQr*cpx2B)xx-(rr{$8}bp5D3NiWB7S zS3K^WPu12RGyug`FJb;-}uRw zp8Kqi+bgv8bh%x6SWa5We{KebhA-K-x2=ubQ?aq~+s*W|Z*FcrJI}V-2XrdN*6VTE z^J+eM{gTm?0?V>Le> zwu26WO#AcWW7^kOSD#&38T{>5@p;?tGuY*8E<8Cm*P5xi@6C^$s-PBXa%T6rN{b!e z99D&{P6Le~gN~P9<~KKMTi)F)uW34&Qf4_Bah}PH zw7kc}s`l3wP_O^YL}hoM`}=BrA0BG8Y-3>s0~^F#iH)d4oRz$6+0g^ar^xH^K*qpaH{XF06fUj?EUVd_F>S@qX7in*9 zY+P3L_0_WM>+7B!=@fRH9zHwhr*_zy2O%lWR`dOBzfOtVUADHfx7RfF)Rc|F3=ALS zp;2`}9CW}8=&;K*>)1ABJ}5acK{1il544;Ol=zPIN~ddut;ygL)k?AZ^+H*?MB1__ z<-~!Nr_>8({ROqce{XC#_jdpPf7#pe@8_vAFg&pDfiCi>NxrbaF)>|~=^&^Tc&u=a z%X`oTM`ho;UTn_0YgPQ|iD&Sp6wl(zzUHZ=rJ%hW%FuDuCl#-jnfuSPF?(F{?99x_ zSXqXfM?i@&`Qf3~&AYT17!;%-4Q&R7qCHxnt7hoM?y87f{&Hje|2pG>2M(Zd$J@5q zF)?$_nuL5`YF@Xgso!iPfi9%JdAk{+hIX%v!;pVOV=b{TI|jr zoi2NNk!$xX(5xot2J*~Pf9`C_oNUYYe&6qPwQJv%+%+t`tGP1yc;C#6i`{SU64#Hr zBWK)Ocx!KUd32mYs`+Z3^8HuXm``8(>7}Kpc+lqWm&>5yYnyDwf6(nf)qG{|?nsu{ zhb#|V>;^t+NUnQN<>y(TRb9JEU(c%h`)lUa)#0jy|S_H(@FKS z4-dCHuY3G1f5YFR%r)VEay<5u0CWnI4R<%NaK zD??UJiVgo=ax-=M&Ch?X$Je*6xeq!*rGI~)^U9#5XG*Wfrh|G-9CEA-3=?`l>kSzg zCODVAy5d>8%If>w^7)%nPm8JN-`n%;Yx(`!={Yw+6O)y~YCaxjp!T!h(Js-qHNLG} zqD7ycpMSr1-;+t+bLLu?t3|KRyu7UJ--^J+bEHhOZajDG5-BWte(vqs+k30acfV2Y zw@HdWe(abPsP=pY+An{uPuALL+TTOm`W9DLg>F92EvA#9ULO1Q^0wUDPV20bj&LmZ znyU4!vXP1PP2JUXvA3i1zP-8Ww=wDHo=;oOzcaj2^6%$!>-ztH%V(WGeV~zfuTjy{ zQ%`f9kE`0*-J1>C1C{c+?$^uZe*0>E3eDw~HU3_DxQ%yiOH0d!R}0Mom-$G(k6ER& zmv0VJ?%iEiSB9>hwq5tC`G=UJM~_-=PCNT)+W(i!=jTXPetPop8T+)@^>KS$p01DE zduwID!lv+feOu3U|K1g|v#4yQ!|{Ikaw+q?IWHd1^|GDK?EGr0nqMt>{BU1iXJ_HDUTN_XY0%gw=mhVKzl&VE z)uQY(=lajLdmGEmv|aMYuZ8V$T-ElB3=X$oE5vFRCLQep&o~!fTWKU=`fZ`n;VF@z z3H@216KiCwN=|?mE=3m|?Gkk~ei3sj<;+~`?U5T28qaEkEPGab-ZuStueA9&9%-{P zdp@1gF1u9Y8xd|KW>U0=@3k@$(7Bsw=Idg2Un_ZY>1bb65Ng729;|3D23JuxpPa)90pcHkw+y>h0>h z*Vor?&vk!m79+L)>$~0Ww|xz`_MG4T&x5V2fBdMhR(tV!{r)_o=1qNDc~h^w+Og`b z=ImcTpU>YOo69e6XS0Uqe8G(kZ+* z=QOXhnab^B*W>HorZ%0OZ*QNGw%myC|DVt2Q(kY&xp^tN{KkgFlh5}5|My$b_{W`1 zQ$J2C*`4P$_gSW-Er00x`*pu{PfRSH!zXKXBejiBR;uLRy}i}BW^1NJZpoM^yiR-l zo=fX4uZ!KC@_CBw%AV^1lFLu2UHxsPckqRT_H6%|3o=i(@Tw;l{`v8-Y-ZTnC`)z! zc|5y7rPTA(Pi)rr4sMzmduka^&T3Ct>#{S}W~X+QY9>d%2lWU1RL;z?ynOmV%%&92 zO+OnY4^BL1;d|2fyiM};-M`=MR-RNiYns*aCE3^4mDQ#OvIkAuQN5P)`yEhAZd<%> z_O&&fyL!&;J+Ee%hr<$hBG)|vYps_pTv2E9;uaho)ldF6(alvcQ zngFxeAv3q+UCRuzIwtk{%axVEiT%^1^vY#I=BlUivo9{xxm;w^G0<=VyjKS4*D zowNV{XTfQW-?5LEtc%>Nmh@bPf#Fa6M#l4ybW*ejH1GxLaD$c;Zd-l#+uPgAcYxOK zzIhxP9xGZTc{aFw@9F9K{8szJ)YPCLp z@7HO(IjdHumFmjgh%MSswK6(0^X8_doxQy8wIjCo)_*>0{*9e!;f~`jZxxpA2UU}0 z;CV6zhKBVT3Kti<^M8KStv~BvGyCmAZBw>H4X%4TZmwDgYRTBWyR}vO#h-wKyynG* zArn*#HXCL#oSa(Hb0p!j(^c=sNoKJc&dtgCy)c3WKo72pyqaGit`*4uGEGS`n+1p!XJ)l)NOC?&k zOZyIGhEH7bt@d%R`7F@EUe)Uz8kv?wY)mSvzakd8Jz(Z_Pt6q(`|JKL_$#gr>v!%OhSOtQ$>%YCZ*?H~yzID;t&$0Qh-}fs^x*%lQ#|etgXLdfH z2R@f^^4(r}`+ID@S7Se~UcWD^xr2*Gi(zN&?{6mM7hkjeZT6idzHXs&`>h3;7Zqa@F)*Tg2v0?;K#lsh#jMkr zn8OcFo2nbVttG}Sc>gy}B2cXW~ZJraLh0$qqwN8|uxBcECt5b45&@1*) zo0WUs^es}ijkm6wGP&qDyPQEn!&wghS*owo3ffkCP1RCl?wcj9w>@sLd;hk(3fh-V z=2Y!`er2y&i?a4@3kHTC`moN#bh+9uf!2IWj_LID_w(<(vvhh~mi*+jpRBV?v%?mp zo(JFH19tx2s;@Z$J~#V~)6N)7EIO$={f0YhGU$@j1*gxW%()bFzBp|2i&T-?DYx?XaM%@XycA za{t=5>uTw4W4^0fzf4l~Zrb<0@8ha%(=Xk>F>~6zs-15`>+L;{JM*gAzGh%(IH6Pk zS$9$68QHS8>Z_OO>o3!y^FA7#ulxV^d&=kiKc7i&PCDA>a`#pVU8Xf)f^Z9(o>$dOreD>K_ z^YhL9OItE8PdYo_zP|3ng4NYMO|sFwxmIOwA|{Ilt-21n;d{oWgD>*^j>pg3E#+@1 zv;AJx>bFiYuX`j6m5!!fzIBX|!Jz`yJ-`3z_V)F%y9?gl+M4$GSg+&sosavhea_A@ z&0X;B*X#A5r4^HF;}0%e8NB>fUcl1Q*VjPnm(DbTnj@R8?YG1De``(2&tUEc5eeJ(9TEBor%M;x3)*?NDs=Ux^L8HFHtOip#e?Oa@f9p)h+vp9SL`!(ChOT|J_DryBJ7_+6 zo2bNuunTdHsjL&2H=AAk7qb23<>l(D`k88Dca?lRwyN~?gjt}IEI?ze^B#YDd%Jq( zwW_r|*FX#E{+(r6TnxI9_{Q_S)!)sy#dJ12cRv^>JGt!bt(#_|pheYh9)qg+^Uc4V z*`{9HQ~6nh`N+(ZYo|ATefMug-m1mc^Kw?mbMnYoT(GNu)T#bv$En6xnQWPuzX{Hb zKMs_BF;|TWw|~R2NAKmIS2m#46Ks);3=V1q;IfXPXocTgE6r8U?v&rJRh%wqk})Cn z*jzQA85445mcG7bDXJCnVVY*ljt!vYF7Hd<-r71B-u+QLEwXq0&nP{Sa%pMvJf5g; zCnhS-&APhk=5tnVu`QE#`+a?NbuMUzerMb|R&Fti)KgPFo;p3-d_AbwuI@k2rnB$n zGT+&Awn$hMEZCm6E@tPPM@PG@4Gj(b-rdjt)c!7e{^_*7e@MA(|AB1_G9Ml3?7SAeIjz^W zY?ipR^y@jb-)?SueVq zEXO_fc=`QW^C!PR9UHlt4+mYIuZ!52^sQpo`sS-YS1zBo>G`Etx3{scS@&IE6S>*s zy*2}bhpZ%M_J@Jt!1Z5WUJ4s=>uul;N{w4}`xbZ&dtBC?Q&y#~W`M@>KqHKxX+(?Po|YuCNm*CncbE9czNZt>YgPfsn~ozuH>#TnOB##OUpQm<<|hs6HOx|iH< zo3>eAJAB=oWkv0LvRR-BgVQJG+wZUSzgcaZe$K~q@;cwyX4|?$QZufti@n|VeCC7+ z380ZsV@GygsTAXm%TC9AlS5ZkC(U*5y|@#+$?=lKl2aD*ED9H$eG*!J{*=Pmxz^i3 zozR{C|NYJt-&%gZwtUgobN2shW^1m{iA>GTyT9-5w7sRTucf@rd3tK9+2*j{i*k}= z^JSH{n$As5Z7|EdbtU@w&Gh+O@9x@`b@f!*npNI$M{kFQ^~>3w(ck~)QL1m7_w(YL zn^Kp7ZW4O4`TVw-~TUc3ga59y1!qqm%X`@ zP;%#M`4XK-+4R)XSMP&jRkSDHkWK#PvpR5b+uLtZZ-a7u>f?XSuKIA0JvaQ=RIO01 zo$J;KzDkO?c?)#sR_yx=3!S%F$Nja{+`T3H`nr?Xg4I^_?cY>g`euu7>GarzPOP{8 zg)aM7$H3t5 List[dict]: + """Charge un CSV en mémoire.""" + return read_rows(path) + + +def plot_dual_faces_timeline(by_year_path: Path, destination_path: Path) -> None: + """Trace la part annuelle des têtes dual-face.""" + rows = load_rows(by_year_path) + if not rows: + return + years = [row["year"] for row in rows] + totals = [int(row["total_heads"]) for row in rows] + duals = [int(row["dual_heads"]) for row in rows] + shares = [float(row["share_dual"]) for row in rows] + x = np.arange(len(years)) + fig, ax = plt.subplots(figsize=(10, 6)) + ax.bar(x, totals, color="#dddddd", alpha=0.4, label="Têtes totales") + ax.plot(x, duals, color="#1f77b4", linewidth=2.0, label="Têtes dual-face (volume)") + ax.plot(x, [s * max(totals) for s in shares], color="#d62728", linestyle="--", linewidth=1.6, label="Part dual-face (échelle volume)") + ax.set_xticks(x) + ax.set_xticklabels(years, rotation=45, ha="right") + ax.set_ylabel("Volume de têtes") + ax.set_title("Têtes de minifigs : volume et part des dual-face par année") + ax.grid(True, linestyle="--", alpha=0.3) + ax.legend(loc="upper left", frameon=False) + + ensure_parent_dir(destination_path) + fig.tight_layout() + fig.savefig(destination_path, dpi=170) + plt.close(fig) + + +def select_top_sets(rows: Iterable[dict], limit: int = 15) -> List[dict]: + """Sélectionne les sets avec le plus de têtes dual-face.""" + sorted_rows = sorted( + rows, + key=lambda row: (-int(row["dual_heads"]), -float(row["share_dual"]), row["set_num"]), + ) + return sorted_rows[:limit] + + +def plot_dual_faces_top_sets(by_set_path: Path, destination_path: Path) -> None: + """Top des sets contenant des têtes dual-face.""" + rows = load_rows(by_set_path) + if not rows: + return + top_rows = select_top_sets(rows) + y = np.arange(len(top_rows)) + duals = [int(row["dual_heads"]) for row in top_rows] + labels = [f"{row['set_num']} · {row['name']} ({row['year']})" for row in top_rows] + owned_mask = [row["in_collection"] == "true" for row in top_rows] + + fig, ax = plt.subplots(figsize=(11, 8)) + for pos, value, owned in zip(y, duals, owned_mask): + alpha = 0.9 if owned else 0.45 + ax.barh(pos, value, color="#9467bd", alpha=alpha) + ax.set_yticks(y) + ax.set_yticklabels(labels) + ax.invert_yaxis() + ax.set_xlabel("Nombre de têtes dual-face") + ax.set_title("Top des sets avec têtes dual-face") + ax.grid(axis="x", linestyle="--", alpha=0.3) + legend = [ + Patch(facecolor="#9467bd", edgecolor="none", alpha=0.9, label="Set possédé"), + Patch(facecolor="#9467bd", edgecolor="none", alpha=0.45, label="Set manquant"), + ] + ax.legend(handles=legend, loc="lower right", frameon=False) + + ensure_parent_dir(destination_path) + fig.tight_layout() + fig.savefig(destination_path, dpi=170) + plt.close(fig) + + +def select_top_characters(rows: Iterable[dict], limit: int = 12) -> List[dict]: + """Sélectionne les personnages avec le plus de têtes dual-face.""" + sorted_rows = sorted( + rows, + key=lambda row: (-int(row["dual_heads"]), -float(row["share_dual"]), row["known_character"]), + ) + return sorted_rows[:limit] + + +def plot_dual_faces_characters(by_character_path: Path, destination_path: Path) -> None: + """Top des personnages illustrés par des têtes dual-face.""" + rows = load_rows(by_character_path) + if not rows: + return + top_rows = select_top_characters(rows) + y = np.arange(len(top_rows)) + duals = [int(row["dual_heads"]) for row in top_rows] + totals = [int(row["total_heads"]) for row in top_rows] + shares = [float(row["share_dual"]) for row in top_rows] + labels = [row["known_character"] for row in top_rows] + + fig, ax = plt.subplots(figsize=(11, 8)) + ax.barh(y, totals, color="#cccccc", alpha=0.4, label="Têtes totales") + ax.barh(y, duals, color="#e15759", alpha=0.9, label="Têtes dual-face") + for pos, share in zip(y, shares): + ax.text( + totals[pos] + 0.1, + pos, + f"{share*100:.1f}%", + va="center", + ha="left", + fontsize=9, + color="#333333", + ) + ax.set_yticks(y) + ax.set_yticklabels(labels) + ax.invert_yaxis() + ax.set_xlabel("Nombre de têtes") + ax.set_title("Personnages dotés de têtes dual-face") + ax.grid(axis="x", linestyle="--", alpha=0.3) + ax.legend(loc="lower right", frameon=False) + + ensure_parent_dir(destination_path) + fig.tight_layout() + fig.savefig(destination_path, dpi=170) + plt.close(fig) diff --git a/lib/rebrickable/minifig_head_faces.py b/lib/rebrickable/minifig_head_faces.py new file mode 100644 index 0000000..df719c1 --- /dev/null +++ b/lib/rebrickable/minifig_head_faces.py @@ -0,0 +1,194 @@ +"""Détection des têtes de minifigs à plusieurs visages et agrégats associés.""" + +import csv +from pathlib import Path +from typing import Dict, Iterable, List, Sequence + +from lib.filesystem import ensure_parent_dir +from lib.rebrickable.stats import read_rows + + +DUAL_FACE_KEYWORDS = [ + "dual sided", + "dual-sided", + "double sided", + "double-sided", + "2 sided", + "2-sided", + "two sided", + "two-sided", + "dual print", + "dual face", + "double face", + "two faces", + "alt face", + "alternate face", +] + + +def load_parts_catalog(path: Path) -> Dict[str, dict]: + """Indexe les pièces par référence.""" + catalog: Dict[str, dict] = {} + with path.open() as csv_file: + reader = csv.DictReader(csv_file) + for row in reader: + catalog[row["part_num"]] = row + return catalog + + +def load_sets(path: Path) -> Dict[str, dict]: + """Indexe les sets enrichis par set_num.""" + sets: Dict[str, dict] = {} + for row in read_rows(path): + sets[row["set_num"]] = row + return sets + + +def detect_dual_face(name: str) -> str: + """Détecte une tête dual-face via des mots-clés.""" + lowered = name.lower() + for keyword in DUAL_FACE_KEYWORDS: + if keyword in lowered: + return "true" + return "false" + + +def build_head_faces( + minifigs_by_set_path: Path, + parts_catalog_path: Path, + sets_enriched_path: Path, +) -> List[dict]: + """Construit la liste des têtes annotées selon la présence de visages multiples.""" + heads = read_rows(minifigs_by_set_path) + catalog = load_parts_catalog(parts_catalog_path) + sets_lookup = load_sets(sets_enriched_path) + annotated: List[dict] = [] + for row in heads: + part = catalog[row["part_num"]] + set_row = sets_lookup[row["set_num"]] + is_dual = detect_dual_face(part["name"]) + annotated.append( + { + "set_num": row["set_num"], + "set_id": set_row["set_id"], + "year": set_row["year"], + "name": set_row["name"], + "in_collection": set_row["in_collection"], + "part_num": row["part_num"], + "part_name": part["name"], + "fig_num": row["fig_num"], + "known_character": row["known_character"], + "gender": row["gender"], + "is_dual_face": is_dual, + } + ) + annotated.sort(key=lambda row: (row["set_num"], row["part_num"])) + return annotated + + +def aggregate_by_year(rows: Iterable[dict]) -> List[dict]: + """Agrège les têtes dual-face par année.""" + counts: Dict[str, dict] = {} + for row in rows: + year_entry = counts.get(row["year"]) + if year_entry is None: + year_entry = { + "year": row["year"], + "total_heads": 0, + "dual_heads": 0, + } + counts[row["year"]] = year_entry + year_entry["total_heads"] += 1 + if row["is_dual_face"] == "true": + year_entry["dual_heads"] += 1 + aggregated: List[dict] = [] + for year, entry in counts.items(): + aggregated.append( + { + "year": year, + "total_heads": str(entry["total_heads"]), + "dual_heads": str(entry["dual_heads"]), + "share_dual": f"{entry['dual_heads'] / entry['total_heads']:.4f}", + } + ) + aggregated.sort(key=lambda row: int(row["year"])) + return aggregated + + +def aggregate_by_set(rows: Iterable[dict]) -> List[dict]: + """Agrège les têtes dual-face par set.""" + counts: Dict[str, dict] = {} + for row in rows: + entry = counts.get(row["set_num"]) + if entry is None: + entry = { + "set_num": row["set_num"], + "set_id": row["set_id"], + "name": row["name"], + "year": row["year"], + "in_collection": row["in_collection"], + "total_heads": 0, + "dual_heads": 0, + } + counts[row["set_num"]] = entry + entry["total_heads"] += 1 + if row["is_dual_face"] == "true": + entry["dual_heads"] += 1 + aggregated: List[dict] = [] + for entry in counts.values(): + aggregated.append( + { + "set_num": entry["set_num"], + "set_id": entry["set_id"], + "name": entry["name"], + "year": entry["year"], + "in_collection": entry["in_collection"], + "total_heads": str(entry["total_heads"]), + "dual_heads": str(entry["dual_heads"]), + "share_dual": f"{entry['dual_heads'] / entry['total_heads']:.4f}", + } + ) + aggregated.sort(key=lambda row: (-int(row["dual_heads"]), -float(row["share_dual"]), row["set_num"])) + return aggregated + + +def aggregate_by_character(rows: Iterable[dict]) -> List[dict]: + """Agrège les têtes dual-face par personnage connu.""" + counts: Dict[str, dict] = {} + for row in rows: + character = row["known_character"] or "Inconnu" + entry = counts.get(character) + if entry is None: + entry = { + "known_character": character, + "gender": row["gender"], + "total_heads": 0, + "dual_heads": 0, + } + counts[character] = entry + entry["total_heads"] += 1 + if row["is_dual_face"] == "true": + entry["dual_heads"] += 1 + aggregated: List[dict] = [] + for character, entry in counts.items(): + aggregated.append( + { + "known_character": character, + "gender": entry["gender"], + "total_heads": str(entry["total_heads"]), + "dual_heads": str(entry["dual_heads"]), + "share_dual": f"{entry['dual_heads'] / entry['total_heads']:.4f}", + } + ) + aggregated.sort(key=lambda row: (-int(row["dual_heads"]), row["known_character"])) + return aggregated + + +def write_csv(destination_path: Path, rows: Sequence[dict], fieldnames: Sequence[str]) -> None: + """Écrit un CSV générique.""" + ensure_parent_dir(destination_path) + with destination_path.open("w", newline="") as csv_file: + writer = csv.DictWriter(csv_file, fieldnames=fieldnames) + writer.writeheader() + for row in rows: + writer.writerow(row) diff --git a/scripts/compute_minifig_head_faces.py b/scripts/compute_minifig_head_faces.py new file mode 100644 index 0000000..2e1d859 --- /dev/null +++ b/scripts/compute_minifig_head_faces.py @@ -0,0 +1,64 @@ +"""Calcule les têtes dual-face des minifigs et leurs agrégats.""" + +from pathlib import Path + +from lib.rebrickable.minifig_head_faces import ( + aggregate_by_character, + aggregate_by_set, + aggregate_by_year, + build_head_faces, + write_csv, +) + + +MINIFIGS_BY_SET_PATH = Path("data/intermediate/minifigs_by_set.csv") +PARTS_CATALOG_PATH = Path("data/raw/parts.csv") +SETS_ENRICHED_PATH = Path("data/intermediate/sets_enriched.csv") +HEAD_FACES_PATH = Path("data/intermediate/minifig_head_faces.csv") +HEAD_FACES_BY_YEAR_PATH = Path("data/intermediate/minifig_head_faces_by_year.csv") +HEAD_FACES_BY_SET_PATH = Path("data/intermediate/minifig_head_faces_by_set.csv") +HEAD_FACES_BY_CHARACTER_PATH = Path("data/intermediate/minifig_head_faces_by_character.csv") + + +def main() -> None: + """Construit les listes et agrégats des têtes à visages multiples.""" + heads = build_head_faces(MINIFIGS_BY_SET_PATH, PARTS_CATALOG_PATH, SETS_ENRICHED_PATH) + by_year = aggregate_by_year(heads) + by_set = aggregate_by_set(heads) + by_character = aggregate_by_character(heads) + write_csv( + HEAD_FACES_PATH, + heads, + [ + "set_num", + "set_id", + "year", + "name", + "in_collection", + "part_num", + "part_name", + "fig_num", + "known_character", + "gender", + "is_dual_face", + ], + ) + write_csv( + HEAD_FACES_BY_YEAR_PATH, + by_year, + ["year", "total_heads", "dual_heads", "share_dual"], + ) + write_csv( + HEAD_FACES_BY_SET_PATH, + by_set, + ["set_num", "set_id", "name", "year", "in_collection", "total_heads", "dual_heads", "share_dual"], + ) + write_csv( + HEAD_FACES_BY_CHARACTER_PATH, + by_character, + ["known_character", "gender", "total_heads", "dual_heads", "share_dual"], + ) + + +if __name__ == "__main__": + main() diff --git a/scripts/plot_minifig_head_faces.py b/scripts/plot_minifig_head_faces.py new file mode 100644 index 0000000..72e4bac --- /dev/null +++ b/scripts/plot_minifig_head_faces.py @@ -0,0 +1,28 @@ +"""Trace les graphiques liés aux têtes dual-face.""" + +from pathlib import Path + +from lib.plots.minifig_head_faces import ( + plot_dual_faces_characters, + plot_dual_faces_timeline, + plot_dual_faces_top_sets, +) + + +BY_YEAR_PATH = Path("data/intermediate/minifig_head_faces_by_year.csv") +BY_SET_PATH = Path("data/intermediate/minifig_head_faces_by_set.csv") +BY_CHARACTER_PATH = Path("data/intermediate/minifig_head_faces_by_character.csv") +TIMELINE_DESTINATION = Path("figures/step30/minifig_head_faces_timeline.png") +TOP_SETS_DESTINATION = Path("figures/step30/minifig_head_faces_top_sets.png") +CHARACTERS_DESTINATION = Path("figures/step30/minifig_head_faces_characters.png") + + +def main() -> None: + """Génère les visuels dual-face.""" + plot_dual_faces_timeline(BY_YEAR_PATH, TIMELINE_DESTINATION) + plot_dual_faces_top_sets(BY_SET_PATH, TOP_SETS_DESTINATION) + plot_dual_faces_characters(BY_CHARACTER_PATH, CHARACTERS_DESTINATION) + + +if __name__ == "__main__": + main() diff --git a/tests/test_minifig_head_faces.py b/tests/test_minifig_head_faces.py new file mode 100644 index 0000000..6274ea6 --- /dev/null +++ b/tests/test_minifig_head_faces.py @@ -0,0 +1,148 @@ +"""Tests des têtes dual-face.""" + +import csv +from pathlib import Path + +from lib.rebrickable.minifig_head_faces import ( + aggregate_by_character, + aggregate_by_set, + aggregate_by_year, + build_head_faces, + detect_dual_face, +) + + +def write_csv(path: Path, headers: list[str], rows: list[list[str]]) -> None: + """Écrit un CSV simple pour les besoins de tests.""" + with path.open("w", newline="") as csv_file: + writer = csv.writer(csv_file) + writer.writerow(headers) + writer.writerows(rows) + + +def test_detect_dual_face_matches_keywords() -> None: + """Reconnaît les mentions dual-face dans le nom.""" + assert detect_dual_face("Minifig Head Dual Sided Smile") == "true" + assert detect_dual_face("Minifig Head w/ Alt Face") == "true" + assert detect_dual_face("Minifig Head Angry") == "false" + + +def test_build_head_faces_and_aggregates(tmp_path: Path) -> None: + """Construit l'annotation dual-face puis agrège par set/année/personnage.""" + minifigs_by_set = tmp_path / "minifigs_by_set.csv" + write_csv( + minifigs_by_set, + ["set_num", "part_num", "known_character", "fig_num", "gender"], + [ + ["1000-1", "p1", "Alice", "fig-1", "female"], + ["1000-1", "p2", "Bob", "fig-2", "male"], + ["2000-1", "p1", "Alice", "fig-1", "female"], + ], + ) + parts_catalog = tmp_path / "parts.csv" + write_csv( + parts_catalog, + ["part_num", "name", "part_cat_id"], + [ + ["p1", "Minifig Head Dual Sided Grin", "59"], + ["p2", "Minifig Head Serious", "59"], + ], + ) + sets_enriched = tmp_path / "sets_enriched.csv" + write_csv( + sets_enriched, + ["set_num", "set_id", "name", "year", "in_collection"], + [ + ["1000-1", "1000", "Set A", "2020", "true"], + ["2000-1", "2000", "Set B", "2021", "false"], + ], + ) + + heads = build_head_faces(minifigs_by_set, parts_catalog, sets_enriched) + by_year = aggregate_by_year(heads) + by_set = aggregate_by_set(heads) + by_character = aggregate_by_character(heads) + + assert heads == [ + { + "set_num": "1000-1", + "set_id": "1000", + "year": "2020", + "name": "Set A", + "in_collection": "true", + "part_num": "p1", + "part_name": "Minifig Head Dual Sided Grin", + "fig_num": "fig-1", + "known_character": "Alice", + "gender": "female", + "is_dual_face": "true", + }, + { + "set_num": "1000-1", + "set_id": "1000", + "year": "2020", + "name": "Set A", + "in_collection": "true", + "part_num": "p2", + "part_name": "Minifig Head Serious", + "fig_num": "fig-2", + "known_character": "Bob", + "gender": "male", + "is_dual_face": "false", + }, + { + "set_num": "2000-1", + "set_id": "2000", + "year": "2021", + "name": "Set B", + "in_collection": "false", + "part_num": "p1", + "part_name": "Minifig Head Dual Sided Grin", + "fig_num": "fig-1", + "known_character": "Alice", + "gender": "female", + "is_dual_face": "true", + }, + ] + assert by_year == [ + {"year": "2020", "total_heads": "2", "dual_heads": "1", "share_dual": "0.5000"}, + {"year": "2021", "total_heads": "1", "dual_heads": "1", "share_dual": "1.0000"}, + ] + assert by_set == [ + { + "set_num": "2000-1", + "set_id": "2000", + "name": "Set B", + "year": "2021", + "in_collection": "false", + "total_heads": "1", + "dual_heads": "1", + "share_dual": "1.0000", + }, + { + "set_num": "1000-1", + "set_id": "1000", + "name": "Set A", + "year": "2020", + "in_collection": "true", + "total_heads": "2", + "dual_heads": "1", + "share_dual": "0.5000", + }, + ] + assert by_character == [ + { + "known_character": "Alice", + "gender": "female", + "total_heads": "2", + "dual_heads": "2", + "share_dual": "1.0000", + }, + { + "known_character": "Bob", + "gender": "male", + "total_heads": "1", + "dual_heads": "0", + "share_dual": "0.0000", + }, + ] diff --git a/tests/test_minifig_head_faces_plot.py b/tests/test_minifig_head_faces_plot.py new file mode 100644 index 0000000..ade19cc --- /dev/null +++ b/tests/test_minifig_head_faces_plot.py @@ -0,0 +1,45 @@ +"""Tests des graphiques des têtes dual-face.""" + +import matplotlib +from pathlib import Path + +from lib.plots.minifig_head_faces import ( + plot_dual_faces_characters, + plot_dual_faces_timeline, + plot_dual_faces_top_sets, +) + + +matplotlib.use("Agg") + + +def test_plot_minifig_head_faces_outputs_images(tmp_path: Path) -> None: + """Génère les visuels dual-face.""" + by_year = tmp_path / "minifig_head_faces_by_year.csv" + by_year.write_text("year,total_heads,dual_heads,share_dual\n2020,2,1,0.5\n2021,3,2,0.6667\n") + by_set = tmp_path / "minifig_head_faces_by_set.csv" + by_set.write_text( + "set_num,set_id,name,year,in_collection,total_heads,dual_heads,share_dual\n" + "1000-1,1000,Set A,2020,true,2,1,0.5\n" + "2000-1,2000,Set B,2021,false,3,2,0.6667\n" + ) + by_character = tmp_path / "minifig_head_faces_by_character.csv" + by_character.write_text( + "known_character,gender,total_heads,dual_heads,share_dual\n" + "Alice,female,2,2,1.0\n" + "Bob,male,1,0,0.0\n" + ) + timeline_dest = tmp_path / "figures" / "step30" / "minifig_head_faces_timeline.png" + top_sets_dest = tmp_path / "figures" / "step30" / "minifig_head_faces_top_sets.png" + characters_dest = tmp_path / "figures" / "step30" / "minifig_head_faces_characters.png" + + plot_dual_faces_timeline(by_year, timeline_dest) + plot_dual_faces_top_sets(by_set, top_sets_dest) + plot_dual_faces_characters(by_character, characters_dest) + + assert timeline_dest.exists() + assert top_sets_dest.exists() + assert characters_dest.exists() + assert timeline_dest.stat().st_size > 0 + assert top_sets_dest.stat().st_size > 0 + assert characters_dest.stat().st_size > 0