From decf2c050581955937a30a2ab16a6e6dfb3f8ef2 Mon Sep 17 00:00:00 2001 From: Alison Hodges Date: Thu, 10 Apr 2014 13:33:33 -0400 Subject: [PATCH] DOC-252, add section on interpreting answer distribution --- .../source/Images/SAD_Answer_Review.png | Bin 0 -> 47292 bytes .../source/Images/SAD_Column_Chart.png | Bin 0 -> 158861 bytes .../course_authors/source/change_log.rst | 2 ++ .../source/running_course/course_grades.rst | 26 +++++++++++++++++- 4 files changed, 27 insertions(+), 1 deletion(-) create mode 100644 docs/en_us/course_authors/source/Images/SAD_Answer_Review.png create mode 100644 docs/en_us/course_authors/source/Images/SAD_Column_Chart.png diff --git a/docs/en_us/course_authors/source/Images/SAD_Answer_Review.png b/docs/en_us/course_authors/source/Images/SAD_Answer_Review.png new file mode 100644 index 0000000000000000000000000000000000000000..74fa33f0c12ac245c03ce28d82bceaf2f256f4df GIT binary patch literal 47292 zcmb5V1yq~O+AbX2y-0C)cXyZK(&Dbg-QAs1q&O5QUff-awzxxZ4-N@%c=!A6fA8=7 zXRWi&z4Bz9B$LU^J=ZOB%_K(cgB%(%Au<2}KvR&H)&Kxt+TZRY5aHjRJ$l2V-wGsW z`HyY@01D1u7Ze~nhX4RTZnBkqIS8pOy zcaP$#uD%!tN5lw5P+D4Fem1wh%N5}2@j1vk$hptC9)S_JKT!N`riDf>N0~7c3HLKi zQ)79ME;tyu90m~b>sJQ+;GlG0P<4_Q01D7*JCd$AblHXKqVjL{M4N#Iif)?{_R~d@VF7^9W?~(%E zm;gvIfl}Bs6?Yj4DlI3MsA5j(x3vt@^L3a8T^m1_sBP+F=vK1A*S%rJ+ebJT3eBg2 zk7+qW3DH>=HK-=3a65HN6Q2*pmf>t$Ha{PDW zP=HX^?=qYz?3z>P$%;eJ`n+=e4K0>J0{rdbu8NF)J4l-iZ>kUX@cEIkh_v+)Js7df z*8nFNI1L~mEAyqjpnW+SGs=_HVV@m<0&Imq|LBD!VF%#U!3sG;^IgIRA%-AEM|#VL zJobhuk3zj?4j-x`9xs4i=%X!yzL|{p<`q)eF}O-Q`R~Dk+BA$3zg4#2!hG zh*e01DviJ)J%LFyhy)V%Pr;-{j*-zw=9Z3@$AtSy@G(Y!XX=mcKB+ElUW!WCSUlj&<$De ztnMK_JOQq`sca_6eh8fDtRCankg>Y&dICBL^X8L!2nz}8gHQE~OZdc4Bfa%5p8QS* z{H#zT1AE(FcNkroS_4{j)&$m6)&P#M_b{p>C)=Mdjl9uC-?I&}4Q6atg8V=umj|F0 zkkmsGEOdxW9eFEGKN3SYb3dgdjVV!K#Eilr6)LuDjC2wDY~-O-JgsYttJ!-O6c7N! z4T5)xe#nxhd7qjiUs$4*8r~SHrLv+bDAO+C`+<BiYgug}-|y+)`7>gb>{_SV{EYtTmW&>Z)r@>v8|A6m zlUguZ2bFl0I+djAT{Tai5~{3f@JfcY^?&G;c^aJ6tdt8%t*eWC5|QiD2yCh(G??-U(UP>AIPw1Gb6$eu$LYBw`mI|5*{-pGz z=N*7PSf9jBBH$F54> z;wShg(1#2-;6nUcwws0$vM(C&E}%KEga+|FH!Ngu0&^m4hJI*H7$YGkd~@6vXn~&{~K?XC_B|RpG?c_&%7tR zU<*gnJd5t}&Phl_L^Iq-(NfXaP72NX?`h8IpBq2jo&zWMJ%`)Cgj~afm4a21j1)JWuhb2YATF~r zbJH5fYGk73+cWb5ho_5!7crHi#M(=15-0>@4#ZmK-=I|4{db1l|$Zv#*6wJUUSbJdbeVHmHki2u zsc5Ny@&2%!H2YUhR&^QT>n;A&b~-t(&Tj^_tS_DSbooTRB*u~$d&PQgtl~CTHf?lv z`|_E3^_^S$Vc)yI9=}bZ(RvrIUk{%=;nV%lxzOU_#!{=X)9VUtqrxn=zsY&XMpz%h z>bJ9Ouco?BjOcw7LxmYV-=94XoOicts7U3qld?(HedArKI&p1T>_}{XIh;7D+Fl5e zx^z|!bO4tw?t1ug*ag+SG_H47G{0zmFB?|H&nG?m;@K@qCCs(dRB*DryxY(+H7UC2 zCVB-KLMg=+`4bs#qjj;I{ICkuKe!u;3GHRTE}m3xreOPVLu z6`S?bc#WDTV|jLbrb7rts1Z%@dvZ?ZdpMqki1nbQix!Jj20A`;f+GIJ;S3ZGbg>%irGBSDC!WpfZZAkQ1Y{#@?Qbxi?gI6eU;?~+X1E2vL@QF?w6)*^fIX=9|8cUHUI#-C;)(&ynC8; z3;)Z@l_#p>u^zZ3Smah}c9I9_jrInCG3NSR88dDCceo=XD!6 zw#D_-%xGSN<{MaF*m5zP;qlgB?*HU+(id0|VcE*lidG{PD^P`IABHMuzR@S-+#NK5 zu|Lvv4I?o+1->mB&hnc+xCiIBU5FgSB2pCm4{6oGlrR*R_-~Gcy-4Z5KbDaA zzf=G{!@-!?v=}z?P|$h8d)9m2>tcJn7err+>p5T>`k8^z-osWiZ+=!ZchUK$qrH7* z$s1O)>;vd24-+~?J{$%C-Q@Oo9uS$Pf-piMIc?F_ZLA7O9!U#mn*Q%+=Zz-Ux(mo#^Dbj&U- zAp(-eEHZ_CI7>g|#_sQ15sL*9Gyn1>5p&yDmZwflUO7KJ6qk!aay$3|n&jIQr*^ff zM#PMvq|l`&#}iuFX>~Mc{4}$=3gjmTNDGT)WMlweUuw~tn*5*u`Tkc(rOH{MnVAHD z-g@(q0=2=dVIrp+q5Iwt7`;w!jxUNdmUzhjmRO4LXw>U_l;tYJx|P#pMj(ZC4O-c? zio2hm-#U&V;9-a@5DM^cV*GmivVr?!bX2}J#!+!RJlQf|$P4}TX|V?YFdvQ&8MAPG z#Umq2N=!rt^s=<9h0YesMOiMkxg9t|9$fBwfIB-g%gaYzYrA7<19sn%jcl6o-@ccH z8CSfPW|bnpn^*N@RWHB$YDkZ>Zv5hkd)^8}hn!lAp_~YhNZ*s^9%`ulTTo$8!4<_? zHQ`!;p9OnbS{ALLX7&srV1H>0sgGN9jAZ!Tr_CPTDrW+vVco zf_P6TZ(u-7tD1M3ck27W)v#SPo4bPSa~wOXtuP^x*bw9~t8Uq0N~js@e5~qXH!XP! z$8hn&dMc+ci_1F4%O3Y(dHO5mOc?sj{Ga~-^bMU@J0*)eS!ZWwGKz}G8X6j%v;#F` zrqa^Vy-05C^y!Lgf#9=N=WS?ZTAZnTu_X0kS<^RQM90L0NK+zps7yBpU51ghu6Dmw zF*7r(DL;#jMvPA+OF;RG@^Cm1_OPAn)o<4ootKvf1$w5-_YXzEXZ>q#2iXEaae=EJ z{>wV(+TC4GxMFU*+)j|DH*0qjYf#kH)uWS=v$EKq=^L*9 zUlD{a7RPGbt*lG@pDBBrIs-0~sXP&-uK!`=E@#T_CnqORGy1FlhnC)&zvj6*yjpJ9 zY&DvJ9+?uU$@N6s@I6sk^PBD>C&(%LCW9FgEDnpc@wBSndXVS0wuuJ+a@W$co#%Is zq(ByhFj{cz*0hKAMYIp%&2vUZZwP$^99JQHwI2v9%xPPBdsPj$ylW_$lt%Z-<-CZ*q=bNn5#9XtL^eKlCj-Cg z**S^KAN(kJnwlgM1>oOr4gAbM5*h`)mea!@OdE^4 zyEkt3PKsdAl1BDQ%{*E;F#5m%*unVIn!Zj_>4#cQzo4gm54rXFMKJhqA4LyO{lfc_$?Ug( z-%9gzy!SfaxT(w64V-TA55CGpc!s$CnntN}C=xDs?oOIEzy&XJmD7Wb^{BnJ_)hR8 z&&PcZyx@8|h^|6@yt401kDLrJzD6Ov{yptbV76x>T+7<_HWi6~E2J)}ewF0jm6D1I zi--uNaz2!AqkK5vp5=~=Se73*>5ywp1Pb8%bZB~C|H|)*oyDhe(vl(xL!++6T?8dP zWRMg<*WKGQ#oX@!wCIHSMDgYjf-ytiY+FJu!aRsR&C5tHsql0@>@X5F zPNz0XmIq!OgPE3U$_=~rz8T&wY0)^$r02wK=`PMv4Z4or+T7fQSJr&W#I4#u{$(yf{3Bf90PGmpV!4q}QvwKh^K*23{NUcN^+2yC|JMr< z^H=x;GXI1UpL+@kFsI@_%wgwC{nsq*232el|1DGF(B$6eWU%o{~0A>gl6FcV)=V=$> zWRR$8KE~JQ?w$yTo?mF#46NTKqcJ&J&o+c}X7_<%H9?YoS7i?_itbwv;FXJstgX8a z_l(dc_q%G8!-xW5-WOyv?2mp`f(US$m!VNds4s1j7Uf*(dPx*<(@% zDcR6Ej^(*;JmxPB&QO>|Du*CFU2cSxKtP>KD>Jsl8cecd$0iP??zdNH&kqCKFK;)0 ztBM@lB|k3`UjX{s*%U5K)4!wQu$!azGDku}icU<7{KePR)dl5*)*;$JCnm*Z@vtY! zvon&{Th@^c8pF5dFdg=Au7=t7h@Y;$F#1h5P1E5-!Vzo)jTGE`|BBG#vk96HH5Lnt zN#U(4xp4W^-FvBGB)rWueJk(|{P;4tNSgob38n$`R{zk;>2Y6v6oT?v#)GIkY{tPt zonn0DFI-{UT`jot6QKnQi$>a`T7A+S;k-mjb63gEx;cI#+f-cKzZS!-e&+eB+ z-K52BNXz=U?`hjw!Up*rLS>mm!)BNNu9O4w!wi_j4L#NGzn6gmv&45X>e9A;xz! z21IB&vmHes7InwOnD}*dCc5z>AHtI>>4y{JMg`z{l>6CIl|1$gV#soJN?bm(&Twsp z+#tyq*WTqc$A&I#o~$8_x}IZW@=-=VQ|}Jqv}3z{zeAyMRRjBhf2Q5sK~rM+`kl3& zD)I<{##_`*@qd1FE{coM>wYRzb7rOnE&7dN|J+<$2uTd`eiZ8kdBtg%^@l59x@8o! z8U<=!zuK){d^7I`c`X7Toz`zh^IiZwn;?qRz((jcHz#D9o>gPrKY@#;KP$Y=<|#)A z4fRo)(>r5W8K4j)E&%gE{Gj{O_(;na449X{aRqfsXGCQiJe`eT+(){1TRWn=L!>@CsqI`mxt!)cEW>0)W6KmoHEls!GHO4)7=H#woX>#g zfgSl~=jMsN@05tOme)xb z;PS8du6l+sLkhC#1BQ|${PTLxi*`)`j_k$l1}Bppt7p9v9{3(h9FbYhYe!d~=yL3U zj^ny4%?Is1ZCMFg)a^__UodFj&ENk}=`aa0;6h~{FT5+E+X~b4LOFNVAg2t*`aOeq zwuk`weW#=cNn0(H=6iAbiABebqqM)q&;E4dRzO%@U3co0>vl(wNE|0~(_##~1e0xx z0lqXeaImbPSBl6(z!ggQr)-xmbX4rnp1tUUw5ojx#gqtx8!y9~l~VW-POrE_o40zI z2}40s9%h4>yRY-jVoMQ(ULu4TJ3)+W=40zz@&%uDH>iZHuwDH>Au8+_2Nlpnh2gPR;tDApLCbqfCD{EZ+8HnP11jI%HxPUGT z7H1i+hV5^0Q0nf5uX6ohqZ>j?%_s}oxXHsoSoIJ^SSt||RGa2oVkUie<6SM$_31IF z>Fhq|@ao7~h;4vPF({5>)vKW95vNn*Dh5o@Mj6X@Z+M2%ByxDyaiz})4>TB&HK5J?;4LVBL=I(EkLUwI*A_SAt_(iG?0-9r(MLcQ|rZ>wJE zIue_UPHLN=f|&Dym5U$Mc}}L>o<#@%m!X9~EMp=elC({Vtsb>AqErYO-ajcQT#z-b z_r3amDM}`eTfzwpuM^&T;}mxNp8-|_{r{v~;FD>vW5}^%k~JHN&P)^Ps`%&ELRl9DnrSVDtRBf0 z=Hpca{;awF%-aB3uWt3p$>l+T#cA_q1$Hx+zeC!EROd(SbtxwwD( zS<@Dtla~j{lH&L)%aD-q#{s@ac?M}ptnqJEQpdi2tEAG>)?3Mo@ns}3^%`GzJ&!4YEzpch{EtW6@CQw-ERBGgEMlQwjUpt4zev)vpI}Kp^1_V zmgiPBX2U5lYD|9S4HtT@1`p4r=~k-*g-TKkq+A5lX#R^?n2B)&IPu^ZlgB1Mb)65laM2cR9pYhX{({97A z-lq>af&|J*WX4*6?}3~)XtD%1Xqo{mm z;Mnn_{Hm*PFP7_CUV3CtXXhqxM?vVW>J^qNh+XHB`3Nl~Is6&kmk7PXCIjNHM&Oq;*$ z5(j_Dv_Y6(K@f@zcp}vI@V-lQn<=3YWX+VPD=a$V66XFGNTX|6Cu)foTLqs%Qq>(w-ny7vHKKF!_Pj3uj8JPPca=7( zDF=i;ePbL~o*TijUHp}ZHAGz`a*P}-oY0ghh+<$BQRg&Rz>LB0bu1MvI$yk!`0qKH z(V%l*V$lLA-4U!>A@px|Lh$!2=>pN2Un5XmsHp{NO@65c!U8fYFeOqo$NUzTRv=z~ z4H|vEX6U8_mil`sFrsTOvk03j4%4y+?QB74(S%+ z|8_U9pG}Zn>mHPE{KzpL#3@#gc$R-U_{#EtV;48C*YbUObMoz{C-h=+Y_Z??yDDa} zorlSV&?4rDfrG`p;yr(ypJtrS1u%fqrPmv7i!Y=uyxnAfc65t|_Um|*`uV4RIS-A; zj^{878}82dXr^6OHHif}uueZc7UmkVfNXF2Er3$ z>Tja_O7HA&fmbyV9jV7GsWU4YB-+qYIOmhWEh$`GJH_aRnUVsW8Yx-_*N$nc&j3x7dvF{Rm6HBSQYRCPp6K*)mGq+Nbl9Z`F8JRJl@8-=JCXKesO2$mzXqg zL0eu$P4azyY31_mN zpEto&WpLh6f4j#WKknJ4Xq@`36iW9Vqwq*pz+r!$$9Fw_2x2KiQ4Y+Ip}c-GmSqBb zot4N!{zmlb;zihcAoBFuE&Z_53nFbAy6sodS%a1c-HnzilDkB!(~9HXN!zjHkKIF! zMFVx1p$jX*!q;)@hk#xWeF^ubQQvzm;viO>N-_G@R%?!R8w9_)ucKvowzVZ^+5Q09pAFm;j+`}588 z8*mNf6glW#sqJoQGxblf{D$LYR=wb7W@GPpwM`z)F-&HE8yA2lt7qC}gVuF!NY^4e znsb8-3t?BUQ3{%%S!!S5ds-k+R{e!dtO&?Q-WJk4MNfY`0kWMPGD%5%T~X+O&ry|^ zdvhNN=scDLyN?MFO+oirL4EOMcLV4Jt4~-jbu@%%z9K(IP&Uzz^2t~Z-KVqp3E1?v zd<#(lXvHLl=UOF*5A|GqQ{zlFZbSbf!clO zo=g_LBq&vcy3-ekeZ56P-xG))0fIf}x@SVm$P^IFTefyG9U4FJJD0-K8$G>e^#6*F zIMmOW{A-c$DUGZ9rN@F}=LQbFPG4$=LjYj^Yn7kfg)WiLX~a9rxf&pT(f2v?rIVD_ z5Y2AU{?aP$o+e6)C@8vV!9NqJk54YoImg~@mr9@&#Y;OUxVsr}lEEU51xAb?mSqmO zSoGH3Qox!5j^&WOoa*-K;w?exxtBSIG=L8p$^3xjSld4_&`TvfN;?IrZc{GqlZA!f8^A{>C7!M`;#EaQE3!Bxoh(PU1? zboIF7GD?ahv{UMDuL}~%KHT|k{&UZIIFADd17^=(<0H71|#r=Is zSe2OqTfvFzvx*$t^WMaAdfP%;5ZUz)7MU2Xy`s@2;oJk|Y#?HT`4DE3`ZfkIe?;H@ zH-*YnZ@`~mFD53?6#l`C`Roo8Q?Mh71ss}QItR(v7!pCcH_ZMxu@~)5y2eYN0bekG z9+}{ZnpqDHk*=jAgEpl|3qX@uo8PMOaV+NM@m@FT1W1o+&fo|J4RTLL(ggnSMKPBes?%n1?W&;xuGD01 zrG&OA>mHmxKW73iIjR^};5<8#ku+%bUrj}gsvn6L?$|DWriVR$6R|lz?6>ZC!BEOm zlUkXLgxOqiX|I6)#+$y=@PWwp*ga8*vFuE*$4TV3re;ck1uSrmO$@$0lQJvewvrQ* zOpHXeI~jdl_n=okT|Pc$U~+LY81_51MqdN4{_s0lap?oh(oBd5TjN%noD~3&%5@<( z4#&dCwApJdi|3+|e~>-|h}pLNedCnRR<-nc>S)2L4V7%ZQL9CTSyU$mi8ra zM~~r$s2$9Tm~{PNAhUudv@$lSfeXUQW&n)P#?##Ux*139+;^jU_88Bj?+aH$Nrm5Z5>ct%7JLqp!hE6(gWNhcYK zm8R}w(N|C0+GU@@47Y;uPJ)9KO=Z14(-oXcKIPFu9Q;L{O8Cp}%<@Tqbw57eMk&14 zjX8n;@N@H25csI#geE%S>(dx0ZS}K+1w?Y<8y7-@6-#gPKz=c$HD@q?bdlT>zlPq( z*Za!1Lw-oe(eD@?zzc~zUr55|8UCR8ZT9SHl0^>9L{}I)4exT;E^RuFzy+`4Ic;4`JI|pP99GcF9yF3xJ zh77G<$Bx4QH89#unb<)dWid1O;OHnvUR);lN6v#{E+Zo0VB%pa|!n^NtaVb z!rliCZwf+b*tY`yp_*^i9yaExS&1bRW1!yjS8o~U8l+YejVd~LSe>go$u_xacXTKA zOKKnxl4LXplWgjxHg8xCZpnZ~(TdS)JJ2#YSB)0mEV7crz@`CzRKti{CVYx*S0d^7P-BHhJqv07_hgJNY zvJ9gEjF%4VGQswl`HlGBkTTGa2Uk66RNdn(?ULz0%3=#SCo4YE_zZ1;$N^DEeOgLh zUg9@dxdC)|bGoVUYJZr!{NvE3XGBG%`vJysbA-F+EA8Ed#!yUXNyMcEM)yTlFVXDr zq`Oinc1A0cv;58e;#462>{#eq8a^Fkce&JVsK@?_Ub5Li(4iw1`TTl;G!c!EIT$ng zmBXfuAng6oQ6`TIbI}kdJAfK9;tR$z$h=W91ju&L$54r@($Ty{MeiMzo^wC(-Z+o1 z@RuE0rw;c^l(*%JI(l>O#XFalQ@w9by`nq`^)8mh9WZfMw~ z;i27f*eL`9iw-U`JjQ5}@3jlnc*+M3&)NZzW6S5rRI787v!q_(W!6>s$&Zw~5@Tl% z!O^RAVkw@{ku#6YAi`&i%B8(y@j|#z4{`5`Cnj(|epC4VWIx$^0{=JCzmmTh$eQNT z;_rx>uVLkan+ZpJNg#gx$P?@F%i$4g7xPbozpd9}XJ`%}7b4EI^xJsP*w zEJdwq{uDX`yORBuCNrite7oa3tiC1X1z#;ZW(I86dNQ_tta6S_TscJ4t1TFIJA^?hhuK7AWC%w#hf?%L*{VO#C(!JvY(!wSW6iBsevWKb0 zUC=WSgm=FANKYFdBjZqnEX1lZs4}kQ;0>lZ{dC@H&Ub=D_42dieYXFR4BR3Imk)w6P|urj)B85E0oWPnWk18g>`Ri2?*cRqooAb?22lq1%sWr3^p?PP;$SeF#+5JU0=<1xj@O% z?QePaelKz@C-Wf&B=_v9~}Cj7aDZuRTGL8du)wY37DkiCGqvK2RmalZGx0ZYDwy(oJgE#P_w@xSa5|(&d7e zk+BAW=aOf8q~4<8jFHaF;jWJ>(qeAIbgJKR@WN^4b2sDP@-u)b#?G?-4yKSoSgVI0 zXiKY2jtCX6tCdXkkaU2c9+9#hx&`urQ+GHmqQHUeLX0vzMCm!fKe6tQu8js?m5W6t zDJrxz}ur8X@BNjB9G8Q?%m)!7xlfNckDQ8R{In=X%(f#h^Bxb z4>mHTrXH|r2r(@&A#f7VsU+cS<30uJd45Cl>{XTPm_!z$iaMAiF(#=+^dxfdgx9cL zA{?-43PYM*2muuX{n`u&^8%86AK7j?T^>iW{GjWWt4vB<*$f9#IR@*IzN0@_APz~= zXY~9cILzq_-cux>s_(NiC&x$@oFzAmAEKe>!{7DQAfbIakKDo6rz7lO6L3h59KlsM z!T`qQIV_zjV+uXkh4hFae!142SN$gsS=^A$_^Wq2;Ekj~bTdAO`8G3R*HxiZpJ=+;X zmMsYX5ynsG?m{5ACd6flXWZ0~zwrXF(o+WUpXYZBcC8ol5GvrkpLvY}1vT&4&jSu70P`QY zuF4eFUCS)@%s16ki#|_|>Pk~o+K3rsa8yt3C0lvB_BBD->!W;Hsdnr*_$6loOsOd} zLzrXHkM-(4PRgkM7v1QG_{`)7kMeab!hC_r37oyheu6Zyuoj_t+QhAcBq9g@1qkgG zZMsh>W_(-bIMBio{OTV>)JsStFLu*oB+_=I=pDNN7T>!_ekc}uJ~mNy-(y&wvAfMY z_2mkyhMQ)4`uzIkbIs7JG|NbU?YKm`rBEA;n4TUQ-aFIBYD@gzUwh&ibCLEJ1WlCC z^OhHR$s;mw)8Z|OFeELISlMJWQM-ej*!-NCe1$>8JR9ux$j z7&vAVHEUZDb}xs_k`y|!&8 zzbY@Ok!2*;B{w{_boz2;x6rRTIe(-tw6qs3%9ggFG_*|)ndP|QcJ0_{T1^8?n zM{LyslPn`utVVVGiLf#}jS6PmB}7m<$>8+Dy{N~7s3rjla&W&2SXdH&+EzTCPy6;X zsoA)Jz#0_QOZI%MJJ1({Ll-@>xlpYiLsXS$QRy0!=mBY{SCh%?^X47RTGa{rJ_9SRP9RUfI7Xsi?38Som-k)=~o2f@nT9 zw4fqO94gL9XB$fKAM`X0F;Y%ed%SjR2JTLj%$rbDb;rx6Dn`>t`y_s$r^0eYoBh=J zt&@=B_KWFkI#!CZ3L(qO$j6%|YW-nMfHbvcTC8l^KsP6vdWH?yRcOiXfF zr;$=k5kUiY&Rglee-RLfVKwD_pooMuHn$=0%PxkNF%<%u{2T}=VfvGd=)pRsBZCE? zZmF962tz!pv)h(5$y!6jeDo{7(*drQxXD1JF`!ZD_^O5q+XJp1aqrz*&we;)Bp-~* z$!aR2PEpP+;hv*G;-=D~=F^uc(xMquMl|)Hab#uZ{nB|hxdvXQLq+`;Goh8lYhV*QlK zG(S9zQk~YMgz*~ZmdVAQc2^?1^bD~FOXL=nPX2hBTbj0W;E$V)!C$p4Tx36x*A6(c zC5sv`&8nCVuT$KJ)wdlqjZ;+S@_?zqYt?iSgl)xV96r+1*pmD(3}c>4tY%v01lVzj z?|#VfyQ|AQ+?scG@1mAWEVBW~+h}eBA5VXZ=(4!&TUN^%`Cf<07@tI=i4!yp;I|{A zrR*-WuFiigCuv4r;=mN39CZm4ydGh*5WO55lGi4k&4#)EL;E?RgSCOl;JK{9@o|TR zJJ5CIFgC7q1`Ge?N%&m>y0<@*nmL3Rw{;lSZGsIi4`NBF?PJ%|8p*kjxnqpacN_4+ z$Dqk1FVQtSv{s_V;Brkzfv53ZJ#{Txhc5psri&Q`2Y*|;Gz;Aun1egX{W;@L*5^0h z?c4gh3aVAN?hIRd+3*Z+(g`Lq(7QK&tl~jgNUsxvP9T#!(uEoMjbp0pP6AUVi$al8 z7#U5FUJRJyn4agStf8yFW{p}&x6B#&rIm8>IQk88T0YADlV}lvFhzl5S9#hg z3+>R9ADF3qi(@iBO47AcNa`2SGV0djNH)?ivW0eQh<$3LF~V6lxk5Bmh_HH>g2!tx zuYi(|YM7NRuVp#dQ}Rh6&p>%@$YXFKTR|!&Qu+;3zEifw^$Tn*hPm~nB_Ra*Cx2mG zdU!8Ywm4-DFP`QNz@`E)6^xY>)p&_-L|su#EH#ZF3WWjF7)c+diUJHr7P0is)yI5c zIXOBVT;E@5Lp2qDrRV`6*H#xz}}cq=Yb5d^oX_Q~qs*l|PRcCkv) zQmiG|~5IQKhR?3mKfOe6~0&skKF z%oMi~G166x)V^ska~T%b@w$+JWwmn3iCZ{n>z|m#3mojM4(y;6qXiRkTEhfjL*Cvt zoLu1E{2>wra|Kgt-l*$IbW>AoGy$$HH;!a<$nMxsNnIbc&4~DJv>H*jU<)70Ae*%4 z;jbYzE)cu~t3(&W z@iVHeh6?Owhy?_)^Sl$JO=p(7(QXTG>kcN6Bz8jt)xJtEDmT*DjXXs0+X+b4xNJVS z#=r7N7uAsG{6Pnl42vUjED9a3GLy3*=A$0?dJV}K8ptW{>v(-Yam_7r@;OC!H@b8w zj`(6Li)E!uYCCfhGrLB)6ovFiwe&z?(?dx8H7^?RmDCyEli4^#<`s-r`fI4peFcgg z5Ih(48lK^}90Hf^;q7>#qnrVgTxxbegI-xGIwF;f51^-pdC*h$zB>KvWbSk3 zqg9*9v+KCs4mAjZ%*;k&gL9W!8F3UVu#ei{GR-RbIn1|I=9yEM_42&}kenOyXxokNzJt*|uG z(h4m?MK;d23}orc3?5qT74>;AKRTY-$_9?`?ZDCGynyRmKRi5@y4Z0+~1T&XFiH(2+=YEE+(-8m^g2CpOIO0%q~xu; zy~WoKl={k+Q@NZsxwqEG6+5qo1a9;iAI2GT{H_Lx*md!uh=ys%jTq2!dZ1r0QyJEp z5iE*RI70i@m+dc2t%*x%ABgF+xX8MYZ9UO+Cgel4vSK?w!}V^W*3p)1%M2mSJvYEq zCy>Da?sUmyGj92t1ATD5meNINt;X1XJQRH((7`=}7BY%}t-u|@_|!M1Y631*Dfccz z+ATsS$-y1D%Nfzs&y%+E7v{{Os|K4n-}hOP931eEjwm z=PiAq4}9|`e@Zp{7i^_ebI}d1k}f+TN}YivFg8Nbzem68aVjyIi~#nc#ox>`A1qBC zNO2`$%xXnxloc!2QU$*pfNB`}+(@8Fs?v9da6VMpWo&9-=b!A2AdjBc`o=KBo^Yv= zTs{x~nuR8&S@YZ?#yQpH$195AP?LWT$iRG`AHIY+LM&-8j4;0=>`rEoI9=5X3iw9x zu^w4dWG{AC!}-VN zcbYpETbP}|vMnjP4=)G)n}CndYyKnDsB>vAJM4QrUur|OG$S67CX)U3hgave5(81g zrmqO}4|<**{@h{@%7WjK0i8rfpa4;hnD@Svy0`3aCo1SuFFRDHC>UsPfizg>O@fk( zsNOnq-c1TF9_%l?Jg4onnZiAdq$3+ZX0yR~GBKZ_ktrXv97-U**+z~)CXYQ-Gsz1v zu0R^xhj+vH9zwz2sDsr$`0N#1H^sV;B%1dTyb&p1O>XZ#%ctENvn9f%HW>F`T}SA> z%&}3#rUB|qjbG4OeYQ6-d3fO}Vz4)e6IF;Y3=TcHNfMJJ9rAVe>Yizcv4#9*FT708 zgM+7_L4X;*JMIan8oFjO`cN|i!t8c)j=eh}iPNvWZ6hv+r?*Y@Y@Pnkm9=8w7Vvf* zNo;BL%MQJ(N+EDRq^oX@z!5k5?LriUBq+nhniO5U0Fd5ge-bFlu(ohtn~IU}1auvw z158*K0_{zzZh2ag8$Jm$=0CABN6IQc`*P7HDGa>akrp)IV{8ZzUGGoySG6ra+{p7d zrVET@N#K2deB`8n4nSEZ))`cwa1a8lE{a4aVuMLcdfc(vjY8oX4$P;jK4yaDNkjwK zh+GHF$MQMrn~q6ND+6)Wli1`KVI+j$Ddk{SF9pQ;-wYsxt;mABs~OP5i~XL>#s#wO z&n@Oox6{DbMT`6bYDS3vu4dr<7w!=u`y&F9#JJ^WCIZ7=iQey6$qW+oQV?5&t%hoj z5#WX+y8Q{`g8~#;Boa91On3xmU zUi)FdguT~hu8^D-8LmmNsz(TEaxZD8V#<0(O+Om{!VrDL%9vzHw;c&##X)@0l)3V( z|3^f{`TokrdIVb;#8TXXLDQO?iwh%Dw}m%+-3h#%oFD^nFO1HEMK1WV)_8IIn# zY+^4K-f#UHfjYkgWwQ)gDR&ZN4Zc}1Y5ru|v<&m>L@*q((?D<30~nwP1+}mZsqEa^yNmc74VPU|E{YCtLr@b+c15tR*xqh^c zd3QVG?$aa<9-SLmr^r#gZBGhqI){V-5QoN6Iiv{v4`odDAIjK;K9Gd_ z&z>mc-NTOJ^rNiFsYOXy8L)JAwvH-1PW0}BdsfHH{A{FD`eSC>hp7I9dr9Umn$R%3 z-|FA5cF+~qRY7a>c#JCafW~iJJvDk(8{pf+SQ(f<8Fd9WIXU!(Wobe&ZBLrkY>FaR zKiAo@&j1z|V%Vm?%~&?|?^8$#QlQ2864qT;TP-<|EEyXmriHHc)i$UJ?*gq%uG+AP z9nK|nf00@o1Ratxx9#RX`(scqYwPv6VqvqkNDR_Lk0^-Zy~iR0c1?eH?73o-e`$wM z&~vG+vhp?aZ6}kC8vHNX-ZG%7c3s=1ySqD-ZfTHK8tHD3?vj>nP(o0UP`ag&hDmof zOiFsv%{%Z}`Kz4y1@?=Qc`oRfQuao@*zoL2+!xwl#6n*g@FGZG;SYCFA?$|H3` zfSVL}*}&2qzIlm3WwCr;;iwn8?fzV4BrTSbb#ko|WZ0AB?s|uCAhEc#?1m)MjaG7h zs^_KdLdGbFT$c5`law;6JNE4_xh!{P8QB3UGxM}GP8?FcmLQBKbXgC(_3Z$5qkawt zOCCPFeW{G0xUv+HQM@E-M)HJ>y35^y)#wwB6ksEpNZdqLvr!jL z1n%((PTO^Dsb~vhs5~}bw8AFJAj_qfcbnM@(7kZ`M4!oiDc?z~!9uCHz4&@p$}nqZ zKWkWlj6EmTc8(ijQ;I5!v6GMn;dnT^_^@*gLe>^BzXoN%?;jMf%!km5mUlwp241Rv zIqEsf03pp-Q9Z&JVzUv+B4<+S#$CH?%z?wP3x_48rSXeau6P}yal`qykYWRFMF$`g z>qe#vC-k#iC(o_F-)LG26Nsip#>SU+=0|Uv_UwDh1>{2&*L|wAb4dEyZ0yVRd2cCs zLP*3#_iPnU0WDkeY9FJfCuG$-M!ljeSckE$OxhQ!t;-W$vJbLBSTIzJ3eBz zhuSl0B{lUk=o&lPAPI}1XEe_XT+91dr_*2AYSi8~yqjU5q%XpztDA0Xl6hgL;~!mj zo+nQ4&Ytq!)=e_>)1;Rj|7rvDIDVH5d^G)R4WmMZsa0v^Ezwnj*=PF?#s&iuRf zhA$+~2Q-tO#k%71X8C&9=WQf+&g0;GV{&$E#GRDQBqa+S7j=vc`Nb{~p`*7}L!6u+ zqZuEY*JT5eA(dEcFRnHg)>hj-3j#it4MRsm0{H_iru46e&nb zan-!*Bp(?n@bzw=RasANZP2)BQMBO6jnLMRi#c@Lt}~-@ks>s1MREKRx=u(#SwDSU zNbUh_hy`b8P^Z!(flWt4D|^A%yT0|2zTn>Y0R&b<<0Rbly@sIkULcyFEWPlc!@W{&+Cyve0yuAm2Cl4d;*Z zm3`S*o(SL%Yx+kmU@OZQTkfLOr>9B;Z_fhbO&3$!mDVg}cC2m4%~a>(SzRRebfark zK!&OTCz(+G<`l8W#g&sC&y+RsU^}C%c1n}Yha6jEGF#`{LmLIWkPY;yJo+@W6bod~ z^>#*g2Tt5^z)HZ%am_0v6P=DK2W-4fyPO3=hU~>HiDB<+SZzl;x#wmD?skIf z`?Ye49%PC5d|`Q7vn^Y~CkMB7?fY$cfYq_eR;OgF-&W+ zAUR}Y@~QoPmp^sSYLG=spBrXzh*UCL7c=zn-mkBUpqruz5fkKs%f{K0mj+?Y~SxVr2`u zr$l+Yz2!1yvHxPd-?CvXG)WXPh6q2B8#J8Q9+{<1;Uh+#AlAHY-yK;#aqNE{1$Fbv z8%(n?BkqpHbcsYxxN|oOF6mm|C9J$Ddo^1#2#Ia{itueB`F+O`YYlrgJw$pj*-e@p zhJ6HK>w}5z5m~s>1rI-lu@?@rSLyMB2nX5RBgAnQj9Bi^`=e!T7d`e{pZ2v~)uq;} zPujN}r4{7HFGn_UPx!r3Punhp3m2N85_Lg%}!G0~Deh2D3x$=`Hh-6|Oh z%a(s5lzw?6`36K~YwQSm5J4Q}<-lmN+?^-=1NI!Oj0o1-ki8IZn9XV=S0_cR>OmOC zyf4#Ic4&Mpd@fRSnSJ0H2K<9(?&xMbz=cYL(N4D<&12dH1Ho7CYF>p(``PQkM{3ue ztM+6Ids$ak(w2O`eth(pbf#14Ka$*ut)%4dMQ3bf9(W4%Ec3V!6{n$AFvmjNM*2Ao z39SX=>?D9c4%N0uu#H5tfB!z(lvC>mpLPMJ@x4)nRr+*rUj}Ml`}Ug(T?9-|yh9Kp z3=aGg73%a-TL!Y%kDSEU{F9d8&3tZmOz^VjFxqPo#esfMOLnHzLV99(1dt~6ukY`k z*T;A(BT!ObYiw`(Qod=*{?hjv$xe8jR~`R-qlG+VSnD2Ag`c0UH)?^I9bhqH+@93r zH0ZNwk9pa67-0Ij&2GqmzuQpWEP2$`TwH+7i4oh9?c`J=V3*IA6!vQ5vJSeWGU!b5 zaSs3&Wg+?2KQYxGFe1fnCdx5-q_i@V&`UMr`^v~$?O471#~g3-?Oa(O7;OX&<=ybwGnc3`3B7UKnq}I48e_&zjO6bW6VM1ox zSvdtF{J-Z$ihpn;)?aTlo8trQj5rjm8tk>RxKO3Fp}&lwRlkZC%ij+XwCB~`7rvwW z9r*?oUO*S*{}EcR)Cjja;zv}}rFoqZ#^?1f%t!!3L`Q`3tzMiESP&UsF>5V5o0d(^ zF(O22F>84BkCZ#9#3K`dq{!>{s#RFH{Nf9pjb*p;h#pW?*4B77QU<_R@8t6I)vGYB zB}U(WQ97%0=&S)q+@1d)Bu@X;Pal^zt=<5MYuh}+y2>@Wx8dh^UWdcJS!i@G1`R~H z)9EG4yA5C7@DUUtebADL;za?W=IVR_Z;qiefaLdG|A`sRUrMYtHt$6g)sKPU+kD0+ zCwZW%gwsd0u%QlHaZ2a(5JIWk=xu0*%A8w6bo5GS#us%jTM@hCOHv9pZN_`UuI`O@ zal{dzS+tzZ8L!IDrw50(0?EvFEIWhP0iDjk6Yg;Us1kIoQ> zWeVUD5;c`H;3)YnKegUf9l${hZ)p48yjonrpQ&lQPbeKv0C*0-fTV19i?I!)`65-e zlk7C`pv7GVNbZfk4iU@gl+72)raLH6+D z+lcvJs2#g<9-n*0zQ0ildV{E8Nc^^d**VK7*Ar>&l9>8?56a~wNo;gXw@%l?HL&~px5*dP~LHcE-)Cn4<+3s>0df)_&9RmY>CEM z7yn1%|v{gpTg^4HQWm^4MGHkiq=2&xrOtc^q(-W57T&LuycT2WYGrfSy}fe;AX`GPPi}O>t8BIPEoBLoyw|yO4ZNjF zqO8>GT@t2FF7A=KO0R!dLVLfwGAEj8DsFu~IB~V%_Ep!pJ9gx7)F!4?`HTWYU^^7- zPQM>74h~njnQE&%lOn=3*beEGK(Z>Jrjglv2IU^Z{fe9%9ypkpoFcd+?%aL)pQJC7 zs}_6$CK?pDMy`_CD}e<@Rn4*&c{OE$5xA(4%hoiODS%HCF`7~k*{`u5f@L4sAN>_r zas;JKAD)PZ_U1lRXbWXdBpbDi8WyfJ3b5?b_C5<}%RTLD2qferUk2aODA^j|7fxg# zQCq4dlW*TGOZ4;PA_14evvZzTx+DdJ&85^-0P=!rqPO=-x->-_iMq7L`|wqDF<29S z8pqF;nN#o9MoMdos^t%GbgZOAilXsE5_S{_OeX~+YAf0|R@k;*-Pq8mCSwQOSkrsE zaH>!3`SPbwOgwXu7Sa)Fi=3;aC61j21r@L z+0DSI;6+79h0hb4q8F5JoAth4rf;ZBdt%t1xD$%1NXBi}kgRN|(hKCuFL=7oyUfRv z7O~O#%HF#F=$1-g`tqqFOcy3_l4LgF>;!zSN|M9NgQKWU_uP&HSIKBAa|dNQTBr;` zEm3HmlfS@`z7*Y$5C_g3GC2SB0Cht#?O|QJI`>Pnt|?Cj@}5AN>z0c{a*8$!g4!E> z2{(c@pY;?T-DIGTGRnZeRvKFlAiLkz>QJv zOCoKFs;ryLw4-r<{)^&rDkwRf+#tZQc&^?TL06vQ)FTKAeGRb7mO)NzXQhGxb=p@B zr9noRS?S|i))7($GJ_$s2&E}RIuax(xRFwCUIO>x54D5Xk|_x{9a1y^9Q@fQwJTrc z-NXFQg12Eyu`ob_)|FT6>^og8+`QUb-b^Aw9YXI8KZC2|Kwep^`Ltn;1#U&03BnC& zczkJa2SgEM*!#u4ZVrwF5k?Wdqp8vEUFOptOf`5C2__MDng;XCe++VZuPaF9zwn+y zH)@7ebn^qNWfPW-h`X;|W?;#pI;nrHm88TyyKZ-PEE1WWbu9+DcxL0ZG)ChIrSKPujdAO0}k~{mVY+u=o_=3uR ziKIs8!vBt>-ZLwU5>MG%8FLXsx>vM}@2ft|j@jWq`1d9R!nZ1QZ(+t~-)qBmRZph9 z2oP0M)Zkwpi&GvL(ylb-f}#>Q_0Q8E&8a#;_q8;~W^@<*;5r|7emhMo!i)dt?k9|6 zw(fLVK$`INqh$K$pxf`zN1B@JU)YDUK{=teeNoa}qzlt55;iVeA2XHtJ@vjaO|P#J zzmiM;)}!B=pH<4Q>w~jbJY#IrOolvhBx~;=eBtZEVBGYiB~TE${mAa}XXGpE4^b7M4p_5B4 z>|M}=x*LMBl^`)x|17>FCNw&K#R+8`aBkwJ6K}Sc`oiR`kD6S~7r@**d>?P3F~(K_ z){slkb-w$G|M?EC)^R>0$}?S@ZFjU?$JuVgTexQPRbCH>793fV28&uBsE?Ia?q_fG zDKq4%P)r8MnTR@YU7bp3kz)ATf_{A`v71+q8WFVLDVzwBf56U64TzkHcZ0G=R3&M^ zlec^Yzfbg)40%+`d)N06H|Q#~7tyaFEz-+^iDIdW#Qc)e4f(>rRKc4Eeu1){Fyq2M z)VUDya-Ez?z-wJ?#T=^ySm$k*r0l>t|LC-EPl_98Mx9Os8~PF22{{q+DgwQdl7I{o zB3{FfxrCSs=4N*CU9ptYEa_0kJZBsXfJ-Gc3SFL$%YCN=4YmBZk0%)C7g*4zysG&v z@Gl36#HnIs{Zh?b#PJT-=)H$#qyBXI%t2mf8?xDx+JTiHLHvB}4tNE{uE7sTeEvxD z{!3BWjD)cF(_e^|euZft1_Bl|J8%T(>}1!PQ^Ky&_sk3-jGl zGzi5VEnO)C)>q7}-hBgY%5YCbnEBhiI5r-5d~}jL`gz?7vT5DbV5S#?x*;kxf6%oz+zo*Y zzfT$e+f@(8W<~VF9T3MA3w)LP!$Kk<#mX-qWYb)~h%m@eFaI!g32E0)k0@7L`c>}A zS!Kh(WGaa*efOAFMf9dJWQKBE3{d4Ie>4#%7^EERykASj zH6%l&vuX|5+(xauD>Rb8V?@?w&vcIcze2M$pWwekGsAQ*$p|Aj*LX0XtJs^X^z zA#YAjC570d74P!wPh6wrJ2(d|gz;}9xhI8~ou<}ZljSeWPSSYx9gm;|fmHODYEH*t zmcjIlSmk(iu;wS%&&1}c=~?XWA-u|QbHDA60Fdeb437n0Xy{iwEuEH#q@c5Tn8|rL z^X9MJ5YN-GyU{NZBSmNF&#piV6dWlM&TFN>ilI8rpxj1s2A+(!oD6~g|H83Mu=ZMG z64EWLTo(BcBXru7HDxzhCCMeNd=m~LW1d|VEZopwUGnLbFCkkevJmxcZtDWpuINj) zaI@-ijD6;%5LkP@uX`LRQywN$9qOL0_D6>usc#;*sH#2|awmNH6f`)9me(W1c5n{Z zIcBN&ni+U_*=s!u1f7~K&;VAesG*cttA3OSv)TXJzi%xVD9L(IF=uZrR0TVLY1noK zsSIAhq~G{3<+VD_tX-#wIE0A{-Rr!Kds<FLtgGk7rm7Ir?a8%^l#snN?+#EQ6Y}M2h>r%5Z^!}t z!%^n#!^G8k<0tJf$=N#}-2IBR-aS1m;?!t3daP2F)vJMbPW?906J@MdNGKsKbs>Qx zY1VY}m?ql`tQ8AN*>2~KUvJfC^+v_z(vVD^Gl^3Vi*xSRIttf zzV6USOBKcejvHVxX6f#@uzrNo`-)S0^dK;x1LizKG4Gy#+DR4h1|gBbjk&Q2_> zeOXhU{oSYWtQ@xM1TfZBs_wd!`2f)m{h0QcGq=HXeu6PmVj`$QR7%O+L)ou7o>&3i zJ04J6&_W1|vNyP`DpycYcuVNd0*aCO^hj$7?IffwFrDtV(L6VETP{CF-7yOMU3n@HG^HSG`5>K@3%NR&WU>iUfP79_NWGLhreKOIt4*G zBh>Kdw?|YkiSxV|-E43tN(j<3mR*Ou=S*$G_Ga z(m3ByjITUz+qJi3$;hC4#!mD*g0*?36#tn(gdZMPvH)MSNwSoa+KYk~zl7N&AVkm~ zYgcRJw0qnGWmEc_^BNDKHoVh6_4RvTW6_Qc? z#qtuqi+{+4bM=FEkavrrV;t#&fx6qx6#D$Fs4M5h*RI(XO)7`8pjJOvqT>6_*Z$?0 z!50+43UnQLR?#Ak)+fu~u*2Q*KeXqd2Y_(D*m5c{$n59Q_p%j&Mnvv<7sCFtNR;_x z1L`OfL1r%bsFI=8j+i?>5I#mAqrf|?pbkc!F)%r|4Xdn*;z3P4&w*kOCxcxz zvU4x=WNoVAe<#ymzCD3yK0)HpqYn03G${DF2yThmpUd2PRFh_jFbFSS7+zJMXwnvi zAh49%{mM6_Agts*RZS^{Qw>pNCwnyLGHwic6Yp<<^}Q9!_^#R4%~3yaEK=Zj*C(ye zt8mNH%li`w*BlW`Q43V4enIAyJ3$oUpIoD>nKZ0cBoNa-npg)l0i}))Kyor|B4oj1 zuhTztu1E^#Y`C)qp*5e6^1M7e>o1Lg**D;(NJp*&G_Tc}C@ZHQ9JpvuZ%;5)v2fuT ztf+C?S1;%VusE4mGKAX8$*D!Ff9!YUX=6*RBNyn`l4B}pn2tr?LP8EXW3Z#CaG0G2 zj>Mo*5l*M~dx9Gudx$F08Yts0z)~%huQ^&Sx~l8Cs6EDU3Q%nzRFwJLh0pvi>7RZW zz_IA61Xo=5z8LPfralQEfvqgUI(@Sl*AhGv7u1(%{Fw@a+CTd^2zBM|9HZA9eEj3^ zrEfh0tZ|6VP+UODGJL392&d=I7~XG~)a|+Ck6r`N7ifH9m!x;q69Gs19TaXo(oe1w zxifZ&vdJUz{T65}n2dhXQ|-HJ&E5%I<6s?br)@R3$zS3+97 z9^*Afg7=PR0^SezP=VXq-(eI`D0B@N8zU2MHOG z`U)NY0XH6M{R~;lWwsVm5Ag0=hxyeWs;Mk0h!~AHpc}kHEZT~+@E4G#W%7V2?Kprx z69bh6=}{?|mRyqxFhW?j1+n!B$}VL0wBa;Th6>nLxR^VwgAjId`9&X)DlN}7NZQdc zza#+|O+71UmrDH*Taaz^Iy)YjjMT$I>zBa-qR_H`4lgD~YX)fqaB6CUrZqZu+K<}9 z*jc^2lp#=c2SGDrzVpCDlf4K~AiAjUDK=D4siuG$T z`$e^XIeHzL_!@E2jzOyZ)vx%~zAFJD+Ib|X2=&c1W9RwRovCskAeNV|CN%Hi~)VFTimH|9=e}c}C45fh>l?-WTv_UnT+w8co?0{%>HG0qx!0>TfU` zq4b&mWr+XX>U+%ND{#C~a?mPJN9?>{U+1@NfyUbyP#u_gq!LY`&0Bx*e>BSc!a1%-T3dIy;vX*^3&qM`>JK=7`)iGEeQi67L8JOHXm@wF z*n>B7d5oN>e%Zr)9|8m1wIZZoTX9Pb%RxZ9WehOLL|E{}M^W-Kp+>FttWNk4EG&sI z>8C4|JTg`b_=~uP_94>2%8K#4gEwLzm7SJ}$wr02G6YM%#rMUg6a4_o{lv$5oe*3`_5I&}b>m{?%d-qX#EijObl#XXpk0EnKZf!^jcHIkUb~nVD<6wF|HY(aYDxzOve--_(tRE1LNMqi_kQLfOc$Y zx^}iSbo+>@Kd;Oo;*Z5!QD^qJOfabZ8G18W2#rs!y#3t!33NV73P=hHIa-_VEbeiJ z{TO{;xbU*Znab9V>VEXd=X`@fpFH!1V(NDELZ}l&N!= zc@HQDwE7Q`Z5d+n?aYsHNOLoUn5`i(S;_0#6NEbw3Ub?0_qQ4fX$c{3R4cUztg>2- zoxdSf=l-&mP#xy+bm0Co4~;R-N>5Koj`veMklaH9E&*S)muVhzM(?oXNs#*p)@^Dw z{Sy?Gny)C(tHnF=ouXvdb1rItH@LvM(YiqUqa{mg*<+#y@7eZI%LP)q4@@<$=NjHS z)>sXRkwoat`oQOu4*ws>sB^`WC%3y|$veHJd#60<0u&pNsq55!5ITMzI%N#Gmozu0 z14?tL38Fh6_ujTA)n`CdAmLa#wCz`S6xi6<8^e}De9OLwhUuEfxuKzj8kpzkT$lLG z_n{55-SgC3jhbyPSL^)YDE7=~rKMLh+ueSZ+amr2cLFeCSCF6l&DT_Hf_`JVkAglU zM?GRnvt$nqv%x1}(e?DI#8s{AU#_v<1Q>-LEEshyJ|=~^#c`c)KPi4ic$e%w!U1KU zvxy3H97w102PLpI#jSWc?Z&|)&xNv;^kNBwFvVUmQqeQaJMZFO29mY#dvgPa-9&%u z%F6li)>`Q2#L~|KgI1{WCN^K^r8cdl8T}n)%@Nu86!37pl7#exm6!F&sDV_{G8S@V zz1aJ2|K7CA|3my+ozH<4g3{sPLE+6Q`&RjyUx4c?86i|=!|cj0senB`{U>UD^ar)> zOr9)ed~u%fM6LB7FoMKxrki0U=?75; zhC5V+8Nl>=nH&*D_r)w+U!3=Jt+80 zDus=k@i;y;hR3aS6T^(Fq1&VkaGHBOQuq@K0~1jRrL4<3p)jLS8|MgDNqzTOYg! zUmK757m!WR(2{wcd@t?F#t?#HW^%1Mb{l*B^cJ^UcPUw;i?}3+pGUm8v%|mc&gd}l z@J30NhuTV);KbDw3;RnDgPu_=4?uai%;;UdzXIN6E2{2#FHfF_tsxY*5U?9QP?OY^ zbxgw1e}oij>zq&=)*iMA-PYbhK4|B(RsPgV;8ujGoaK)5;L+G>a;35Qa2i+OsB~qx zW4`XxSr11?r`)|>Bcz(@Nj@#Afy&%iQT}XT$*^bQ-DhRZr|ZDT93BA@=fV88xbvSQ zC#%W}jt-s7;l7Lf6r=m;%eaEI61-@KuW70Eb%4`huSuBTt6|jZEDy1R%I#5q&)AX@ zI~OA?@D%)74JGhtmWEpVq`e+&*hXH?H*(kiaAu&v*Rigu`lB?9tTVmr`%*8KEa0hA zGv$*Vc(lz|VFI_VI*eplL71IEO3aLrCCJtZi+M7iHzpt4RcMxE$+O2kU#K>P(B8dB zlI#Z!=U?^(Tgva{SUhgu8v(`ld*Oz?P@`g$9!48V9zwauvKk2r}T688JLYc_f3zzq9=VTkRilncwJto2?6pAl~WMqKcFqJ-x`ec`e#TE_7&dCKB|nQ56X(F3{!L`pM=1G}x!qn8UTF z+8*GkfR!jJU`q`|X!HI;Re$XCKP4v45mK-;m0e^x@}#UFBgp?~1#(+aX;|>)O?6-o zPl^LE2*ZQ7QG1bndGrmmL`en{yVlW>R2qWZCg?SAP=&k|K(qn0m&+q%YfT4mShZQ> ziz3^0A64e3yr&xjY+*0CB2+@sjpq37St4ITyf9X?Uv4hJlqe_aKe>TlIN1SRcI`JN z-q3s-*=dGIPiT@j#y@(VAYv(pdS773v$W}lkNBw!_SVXX~ zAN-=&_O)AJq8~0<6;h*3e*NgI$=BHJ4Cs)r+i!yz5)`iUWd1$?E%&DK6enC`g1l}- z2%|NuanG`cliPNe)l7=5itYOKbPU6UxlCNzo2<%g{ySnjWDvT z5+i2W(>d(D_$66c#(jY}O+m&Na*40qYRBNgqZb-asYYkq4%AOvcbZv?O+!Hdsc$GN zUi}SzoaYblgbTMOOBx!K+;B7HbHX15CBCp(#5!HCzF>&hgKqrx5;N1I9vej|A~~Jw zy(iJ-RQms=F0P}-yc;M|v$rLn<`p1*Jra7iL{Jb_E?N1EGbR#y@%1{L1ZqWpg$oaF~&SUzMe|dh1%;D zIW426|PP?b@Vi5S7BnT@{b6^M$mr*C19(@dWqUs5BGVmD!4J;;QGel z7JZ604CQG;V78=tS)?GnTnn@6h@g!-ew?!oxBD;`G~E*q4Ru?LnLFS^rq|kxEI;u< zqUfOO2g_44XmONB5P7*o@MIJiv2=BVvBGbHLA`kb&P6pGV>rs}-7vV2RhfoYl!92f zq?=5;4SoZLIW8r$>t>fXjf7pc*(><-?T%p zFx8_^NBx`xM5|#ym-b=i-AoGSDghmLvQ7;Ujh)g1{@v#4+Xt)sQRjVFDMf#nIwtsy zrwq6L(Qy5pvj%WYeZVz2ihEGLzo1>yMefRF6hrye19u~pDUWZ92ZBz<>{$CK0XJeZ|xu9p-x2+%@RuAVg#`>c6EE5*>T9^(byz{H_~&SUUw!wGe!@E=D>kQBmkO+*#tGf(VNF%82~_ z*3Nq!_^YoyOlHbFomTGa0uz;bqB4}%l4m@!QKGYz5@G-3`S~@`dcOB6m4uXhynvNf ziIJClb$% z5q1lXvZY`FdXdgqIO*FzG|zc?!jf$dz?kZXgS9zi;2`z%+CTkB$2ab0qRoOf_ERhF ze5q5!&gCQ4>7e(z&#k$jx)|aR+1!NEF+j4^wIh)7ZlnpL4(iHk!h8QZfCR@oy8nc$ z9K#ybp`w8D8OaP2fC@l`08c+>GQoF#_WP*pz%Z&k%$G{2qaG`19Dm2EZenFbC6@Jv zN)a-kivvEU6u?)5>N0Cb73-n&_!*Y26nzO?dBYi!9RrEABc!su~Rg=@&P}H zWW~3;#2k@9p6QF$lT^}RJ9rO98BAdY2f!DwXCZ)%vee{Naus-SnwA&ee<3~df+Q~Z z`DcZ0e+!4q9~#U?yIYsA_b@jtciA@eSDG&g_l9o3uRX1g2LW;$Ahl0!6N{{oyv?s! zUq%PKwT@dM{?)5ZoKU%(dP{_cKol#8*CmzxRWtnDlQFyDPE~m78jZvT6|(+wU~P84 z820w{i#72K^c}$%iy8y%8jh(Y{e`BcLb_bjxCVO}(9BQ443}9npItL&x2~pT)#NFFs3erI99_hEgEB zhepW7Zfu0%FgtPby7jBzC2z}4@tED``$0Yzw28=Wd~*c>_MYeCKG){F6!m8))AkcD zPdlZcTo$jpgzfZxVi>Va8zml#JseD;fk1x(nhtG!vTs$#z^0 z{I4{`>?zb4N6PbZ3WJMqFuT=A{C^S;XNJ1C$U3%WGK|B~Werz?d+YV-o?QbtCH!B? z0+-&?r`}auOaDzhY~RhudwG(I+VeJO-lL)NCvy0i_*VZ=!3b&emm62=Z!`bC#u4iI z>0!9vf{k#we2`C%-JNwdM!d)cS4v3+c&1K@8IS+rgyM6R?${4oRMB8FKb?0I)I|8) z6&E9pYpQ+DpLgi${lB9*`uY;Q`2LO7Z@QF-ob`Q7qKRpboZajdg5W+M*<5AcQdkAM z1gb8oFPkDK&P~>bvG^)?0z>)t@`!4A-|&h8>#{8k?EJYu%~K5_L_g&zo8wJ0A&v2fuku5&M*@H^>q-)1kD8 zZgPWOL;*gxug>nka3vH~ci0OKJY6L~A!_8?98l9q{01 z?Wd9hoJMiN@9sEgro0OZ3M9@+TYK!CP20_WVv{^x_@#jJyIZ?zH{~lVHr|XXoRG9mtvTZ*l zDl|4gzNMXnyjN-U$z)Ff`ZU>@LXVQxD;OJ1p+A^@1}jf zu~KP2!<5I~-^qL$Z#qnQ0b5(`Wid2y)%>Bmun`3aE!KDX3Du$2NNZeqt8TURo@68p zg3>E3((sDgjN&FP--n@PUuXL=R4RoLU;KTwI9a{}O z8rym>eMFAaW}v5|qIYJY0ez>TH;j`v3J9G0fJ2Qtz~QiE*2`?$6;aZb2FdXtOr^-HAWf@Ns?TL4UiU~QL`tQd z*;Rr)IUg(iE*GAK(Qj}cTfX7NBR!PPkwB2%hZFWWQT4s^rcS!MDwOAlgZ%QI)%yxS zV6qGo{nSQ0*&&bi&rW_B5x{edjiA!3$K-I!wZMkM_#nnh?gQbUdJ9|B4E9e03TX(s z$~tH4t(=N}8L(t|!KP@{p1om@kDmQ>{cJ!p_*q8*Vca8|DThHvp=_%Q=7bRxhrgj{ z;|sR7oh~vjcacH$X7y8{=4J)>Pj+Yo8b*Nj6I29!K)cyr3MB7<78%%+ zx6k|?uv3anv0wNxuhZNiGE3aikQLJ{Hmxyg2h6~AiJjNZFnG3HGjCv;DB(IRlw#iE zTNdL0y3cVgIrs6jc;mo-C|1WQJs5p!nyScd`!R9>H$6tJ^T`y46< z_kJODL%ge?!tM~R)#J~^*$u6kg|&&}xh7nq7YtLXJqY$qvi8}!zi{?DG_x+CpAu#9 ztLi}W63e3aKcI{ac%56Wg#n)s&vMPyL4#-O$h zISwVPa4aAL(H83X;Dcyh*cl3Bv>^$U|jQy{0oayMjp%=#=%_|YG# z?bP)RGy^;)t2)(dgJ5FhmBOMmGBx$vO9s;Lm4`jTD|1B|>zWQT&t6`F@vlY& zf3t_DJg*kaUp%75mm0;g4~Y_nN-W3hMw!rszDDjV=Jwf#tj$^%jd7)sb~%MuG!$1k zkJZ!?Cu0TM%S>(iOds5iu6N-$5ZSZvP(5sDcU0Z?>0A_TV=Tqk9M4Q0BKgHW}mSgR?g`W#Y71gt>g( zFbFVHYT(AWef_a(MJDg?Q-~MK@ApXc?e)s)EyLPS4kGE!2)@}2HQPy zc+8`Kvm)eB)?}EZXon>wOlc zXSHMc*gN05;tEqFkVg`J*^5p`ROEnt?q}m|-6ltE(GiJzDstJ*dl-GhnWuJ*e~L?+ z985eqiKghJc0=pM<&V)5!3P5cRD1Djf9B)&IWIQsI0iJ;k&uN%4mG*X@%KUc!*C)1 z5)E-Jef(D>DsLbWEpPmY`UATw7253Wo|M@o{S!DAA4Y?+Lf4E#Q@YD*9$t%=6@NI6 zs>5e&QR=*%Vusma+>DJ*FoKv(`AiJ5sYSX_|7_+n=svf^!qA{DEt)N}iP8%Qh!-j;7Fi?2D`R-yj+5 z%kRU-t9C@nRS1Z(l?k@}?_+0(Y}_7AAsVUAulF*kt34~s1o0lo*ogY;{k2@Tbhn5y zrcf|UdpFf~gI_x_SrjVk`)`J`nc@LuloG4IEa@%&t(2%56V_g%q^ zsC8I+4MWZWjJ4hUc7(<72o%B_Y(X9$SkJe4BWwlA{x&{!=1Qury84Y%j-G*m;?a&j z$mwiHRl8I(qT5tTTAG@M#yhvqR)9cBIsM8p)^gb0!qE!b#R6 z-HYuAY+5XQd|qqdV_%7OC;w4y3RH-aWbK6c@3e_hE~}@9=2uW4YARB?>8vm+eCCG~ z^-GWNNnvUzepf3l`k^27EsdjeITe*XYPsmqOc<4C{i?<+516ve{on8E%E z_n!d((Aw_tuZuQbRs8WG{L|pNkag`_BfbWMNz>dQ;YLAYCz8=em8b!O-kS?xBOMlKe}!vyo4Y z;m$`wRucWL$~^W8K`svt>2WKYuXn8_5@pLc{=zUBvxR>d4e`(hq))PX>S~H!@YZ0K za@+l_9K+@i}{WSWf zPA9gef#4ChhV1g&b3~1lgAI&3V-sF&m5|N46ks;U16PsT)69)PRsk&pc?T@s9N{CGrNUJPgt4z53CV+0KsDB`xW6~y_H z7nyMuz`vD5yQ(BHNug4I>VSRMBBF*)o$)9jT1JJ5t-Y32%kI>^Lrk*_uH; zUf=Tt^71A4*CzqQ{k#7uUg>4fzzX%TZ0pTbd)kh~V&u@ki_X<%ynqc%c}Rb*o=S=8 zDvT8(@B>E@m`!A3KzZ!z2q5Te4nfVUe#(l!&$m1LF6zArzgTsFP1odLu%L$^m$Gec z|7W_0@b>6;pVna(38sY$!^73>bFcF+>|t9r+^(>Of@AQSMtm#?UDI2wV9#11rveYw z?~L?R&w0t&_gO(`-|&G!QqSBmRz;4~Bk57d7MkFhxpM&SoS^Yz#2Imbd&Hjgu&FCC zie=xiy8W+{Z7OoO7*VCaDL*ZL8bR2mjJKkgp4#U%UXT;av3hs>?+nkfW0br5lP;a= z+!2@O>XzcO^u3dw2%&aJ@}}%(-tGGk>0yR#a#cNCm+uzTVvGpbW5m`cKS%qz*20{T z<^DA6#?8b?RdWTGRQbqxBexV;V8Z3t%^%?@3Z|1Wy2Wyn;wSCr8BR;faq#ONU=2do zVOInjmcs(b z;+;nuID7}GxLzc81jZ9-zWs1%oC}Va`SPH6t1J*#I{4DO=ke|q)rSw) zP=TLNu;~Pn4{Jkjw7S35Wv7dw(^SqLVEP002<-8yC@IFrGPkUzrf#9W>vNB-&cpnr z?a1n=Q9JngOR=SG+HL-v@i|L*3k)tka)?8#Fe)({<$QV~x8Q)PRV@LY#d9)yqttkU z3~+~L;fGGzu8Bp?kQ!oX;-^Rf)$1nw07jIE_puuL_RowytxX45{DN-v^_XknqMiSg zdMkV~o^tpKhYZz0!$9gFk%h!vcXl-kAEY zvVqV2mQWP#1B8y**;V2JBSu-2hy}3zD<@M#VzTgMob6<%(V>h1?#7<}D*`lD`jW)O zNY0FJw$x8@A*-2O$P7Xw8EqDG4;^l95^ep+oPYvrw00 zZp0bOMGgZjlpf%4IZP$=H`AJ?TS)BTjr1=Fa9^n*bGjm^X=qC7vXZSSpaYon*Hq^B z|5^FxuYpDPaa}FxU0`%*#3ywN5VnSMuJR$Nob(~!gMXZ?OVZ4b{}JT75wv=MI;r{3 z0%afi?@H5zMJCotZM3}a^&vYfrF6<{3{Qrilq8Le1+EC=SD+Tkmw)_&nEuJ! zw2zuI zvN{u0l5^BFT3cO|fi)TOQ7cHoer3qI7UM3}RUr316idlS1`12@Qyf-D5>Q5#q-VQ2 z)0zMM44>rbSLI%dcv(y@ladeyNR?yiSlrZId91Eo3G{g_9ElMcp;C@qi8o1hnUJVf z_J7o6HL;<9icjG5(5h8!YhSC`yFJm!o7YDINq!fljInA_(A2(^=7})^4BM0n5NQDq z6?y)tYj-lNeE47p27;Q1dE-(Ump165RuaW99_%9#p;G$k_gjDITlx@g>@Uk38ZUey z1i>l+>`yVuwxbu+aRjRc;`XQjv3~%Z%Sjcvr}EUldzbCuwjo#Q5dpV7ihfx&faecL z>nXo`L8%2X&&eSL|C3Ts$oKzP3c3SoQfsU*yGCKTS*hbNU<>;;fiaV*S%~?F%)V3w zi^{WiytrJN#)e3x*gY&yrm5(;D0;+yN3vV?4qEKBhkcuw3d2T;eq^!$ zb7g+0v?!3J-b?qa;2?Tct8iGr3 zcL*-QT@qN_-61%O26uONcNQl&1PF_}1lPOCv3t(Br@pFNx4x~e-9LJJXQpR*rr&-0 z`8_P|>A{EaZ}4_x{v^{h|DlUJNJAw>sOD~b;tzjrCI&h16f$Xt4XAdIaqa(;VsT+> zGjoBk*+$k+*U0O(gjta^Gd3t+3ozy^cQmZD|xiR7N~}6m4&ijyOsZ!1ml2UOIFa`jj32JotTXzTU>@9IN)|T z_^%_(IR7KnVE@L>p{;O$3esc+#LF*laV;(S-Dw6|3qMlCLS?U-4$;RWSL4l6Iog7c z`MbD=;RVP;k(?qKcVKAyEM~Z@&$9pKYgJ}<0>ZNG)=k+2`MDK*uzN>tw?{U1Js^mxkGI4bxcQlYlWw^Sm z|1VUK=Q|dB^QSt%%ULz5#V8nOXN4)Uo}+awe}6; ze8KyeQ#sC?sVBA}K2MLXdQ=o-ydHVV`AMbv75=xi#_uM2YCXS!GtFdKsTJVSdiZ>h z1)acKz7wAO;jn)|pWE@zeP&C8QB5U1Bv1J8{zW$V#!^*3@1zTDsTcoZq9lQolaQOy zBoMw4cHUHCw7}7`b=5y74bmeH|y(^m0o-G{j7w>j3=f5;P|x$FK_ocU@(AX@B8RaKPt z#`d9s_tPJCnzu=>sTC*D*|mzHKi%|GvvGCm#vi2TO4CZQCd~g+tcYHp$T+jBd^a0n z#QMSbU?GjwU5@a&=>{sJ!|iNhDVggF?&tCG!6K6U*%UPpd_CADSnw@dG6g{8($Rvz$F+A3rfhn66hxVnMc-^#ZL7vRoYFLi z)NtttTX0D<0kyivpny<%-}SYuJvs8uYHu|0%@Sgjmi|V<0{%aX7Kyw+DeuL%3{)rD zcKdS@SsjNc-5zzte{IhjWWi z57Y&>P21FM%=)h`?$)(6zoJM@UT3AX%>XXpJ%>w0T<5F;0viso>9SghLcj|m?0P4C zivG-%|Ewkaze}6_E4|bE553cS&D|#X+2Q)}_M#n0Po3V1lr10Ydv$RUG~YVl>-fC? z)AlyE`>Gs6AGwuJ2a?O8-PRT3?-e%zasOFsDD-egDqUMv?XyimrE3!ys{ATC-iv{a zLU7PCD1=D%x{-?MImdl8_r_iTjkbmXg-ma97qu_$VN{SMzD&S~RC6Hk$|ZW=xA zAHSRa1;ncM7`^~PQgaBET+r|g1TMurwo|#wa6#?>x^=!z&2R zlN#!Ge73On6_vdNq>2Ug3Q8Go)=ePG_tVp!m;QPI3RIk44p}WnD`eh0y%1+busJW4 zs3QVFPN|w`t-E4S+_b_kq>@0On){R5AwmKd>Fo1uE7%Z@j-_GPgyU)iz;ylIfaJx) zEPSIuGU<)zSSw-GquDH6{`BzqMZAKc_Zx@}g-)@369h7mUzmvVQwF?-(!(xAskW3~ z+VivWG+Z}PLq4(DZ7xrsNwAO?#%~K3JFYi?AA&>Vv1Do17xiT3Hl#3H`iNOzKO5Fr zm<@ECRTfw6jeq!q@;ooi@)NuemOlP94+)AWf|47euN0%Nq}SNAEm2mFL+1wiyD^N5 znfGV(ATTTK`09y(b3>Vo83c-yRETL=?sZKp`~1yz9$jw^nJml}Dfw&aXin-Djv$n& zKc)zuvm5nxYb!Xsc^DRAcmpR1SA{uLr;^Yk3zPR&ML1#tl4*B6K8T_=xc`oSGGaHE zh()C?wv0o(+r15gLq+Jlp%*rXPi8`po&K$Hf|KvDLsmA!7lI$ zHS|S8GVHtBra9W|v25eCH#cw`9?V+p=Ps2P3^O`z3w!qi64ipg*>hYX6BvJDnQeSU z23;TX3eazpn)eJ$G;l4^tj6+|<|c{%&i2IRO8((aT);%W1LZ{)`G*x99h}1I-oNor zY|n7S8zac74QpM>*(%cKqAvOLn)!_QOhoTo&jFS=(So3@f5Uqc)ygMyj{ek)SaH?x zge~4+u|T2;G}G#}_feo^I8+c=XAcb?%F=HE7$Hfio~EYkU2h}%GP+-=o_U!5VSBFU zY^VOw+SRR4a4gx2t1sfm=^H&P*ZJIAs0x$mi9F=okILfWNuvv0yv6OjznSLIY}ZHYwV%#bW&KJQq|p8aTJ^R^Tbql8trCp1(;pGA-$ z^Xg=6EOs0C0S>xn;iWRa}LfO=Ch($@p7@0lL` z-A7pL(#Px@E>w}&->WYT-|m+AW|;&Ih;c9QJ4O?{{Tuw0u(LDM+Td;tGiQLh`UP$o z5j^TwQ}3Kx^AMMJtYq>=@&%J02+u18|ISB6fA?&N@~yAiz)ColLD9z30S@%#=ILqh zBVjR`=r(E2CQJsIM|z^B?h}RjItNnQH=a(&y(rtM)j{dDqu`plo~kpnEv~Xy?C17U z_kYmZ1uiij0jr15^`8Ld-hFdKpJd}}E|yGBtK!&du8nvR3n6J2{6?jT?j2^UMe~M$ zKzs+D4hQK?5!Tt{=Q7IMK?UYWwAWjj_18N1*R z7!l04G)4+GHlrzHMoZ{>gUt`;E2yTR*}qKW>*xMWO!xcq_C(H!kB<-TUF+Q3oZI91 zP*pgE6p(blx@q+~BkA0`+wOvLoG5$)TQQY>mh7)7r#@J@-;z0)KZbCBeH-8iWLe9z z#PeFv^PPeudm_IVmQftO)VV%S%g^7C`WEHO!xSo2hpH)l5~mL=b|N*EnpNBV366B+ zJ$>sT0Tk&#>+PUxYMbE;lwxpwMog;lbKF3d$Qjd`XrFHBWq77_EMa%fH=cH4>R3xC zOy$m+EjnxQ<(Ek%o8%Jun1dr!<;aZ?_imjmi|q9D=Hbk%3%xH=D|gk+{Q=i%eI`tF z9gQD9!YGE(_51Wn4FYr1O*OfKs3g}Hgz57OoBA8lU0l@bpWAw#Q$lR;Vn_MdEj~vp z9S8yjs?b74gj}LE-0AHCmEOc4Vj>wnR6YaMhW%IjvkSEALu(M1og?KlQLg3ZS0kgZ z7s*KO%fC$Wntvd)ItazpvgT@h-tw)sTU#1xsx(LEE5=}>M_gY4wwK-OJhX&X~n--R(!b9J7%jD}YqX&V8+Yp1spT}HlfofBVymnFc zF!Lv;yDU$1rYg34^ZEVZjW#&f&O>Tf`zDjt%^L+ksY0+Og1TO@;=Jd^Rav!XJ>GN; zS~(qa-<74lBtyztT6Wb+(4NfBjk)VPUe8<;sxQ=T-_|0N1c{>)^SEcH!=8I!1~v9g z7+Uw~+VKRgYgZN~#0NN56a_^>N&C0ImDx%2rtHuK4-JO`bSGk%IdP?I${9O>JV!}) ztB5;`(#uA-cd4cFL%FKyrv_myxx=J=1RB60(FN`q7afaJ%t1sEkask21 zr$*HEstWE(=K(=C_;uZOSj^Kq~$60NIsal$hL1o{km}K(AvY%Lkg(b&>oE4#`Xu}(bqH=F;4GM ze%kmFHBEr?ZU&#}nuyTH(}5h#u$_kZ8!==;SuHp_%ZYo$YSZtYT9SF}+b?EJNTJQz zAA0W0uMsegE;f2>Nxl{|A|I|uxlTQp|D;VN(+=9j;$ql_{@LdrKXFBN)C}K1gcg~S zK9|Lc*7|(|6&}H^avz2`0U6&wR@Nxfw1-N}A38nnD8;osTu88EZ!0cP1nTQ~bwZl5 z3)}do@UU2nxn|=0L9ksCR^RxF@k4T-kJfsWVRTeJNi;R&!n0W99k>(R*$r-ZO-HqzERP{+$303rsZOf=4My13> z99E9E_6a@6tA~6DQwWz;^r4Q5uCK2#is=gweJP=(pY1*R_MKToy%gB@E95~*ES^Mi z`Ar<}UIesVBHc3bS(8C&7hkWjroYYdQV8N%pne9Zy32a?ugj?ieuIh`G^BCWk*+Bk z75!Y~O50eZIZPB5Gs^a!APYAsDWHOhEzukiDvEunn1c#SIp~Kv${e57D?h?^U+Shg zaV7(*yNo`qtn#{Pyd5Z}-mD=m_1euuDrT*b!Rbk#4j$PoFD8`4WNTB7L=33fmSr%{ zyZ8lbMSV-_vlwjVQ9y0Xs&=I|aLJs;cEod0;Ce>-i;HSd@9a@E)hPP{mok-BX5zu| zXBc5^Sy(u*%&DylRTWpF`LNpQ`(nNQ))VT{S6EBsG<57d@8!hfCS_Uy?<7JU27M_8 zWofiZO6J5|;uUIQSJJ%f+W|T%wE13F#B>w-f=L|i)?vz^tDJOdWKSYcIU_lg8o*gu z3D+{jBW>=9{7yHYy^R(FUN9+`L4g@VV%Q>8`1KkKD5o+17)mLyNVa9(`cqg3V$0Yz z$a1v&#B>R;X-Uy`Q;)}dg(BrfjL#35KHI}5I-uClx=LaFj-+dQAr%zDh22fsB4 zqTMSYt5xg91zdrM=G@r+?5 zG$wxpv&MQ>iaPk|aynkHr`1u@XJUCbrMy0Gwo(Wib zF~nj*d2-U5=R$a(F@RWgq4)<6O=Jy&LH>b8DB$c`n){ z+^)c$f(cR(*Drc6pRHIswq)kC@SW zxe5i8M7i2HgXopIo-~{ll|{v9WRj&cFYH*;gNqMwLu3@WEF9WJ{ST!Kp$)3Xvj;b- zEI+b1S(?YT)c_7L%-B>w%2ma&Jtik_rihQ_w1F*oj0pvbf=O(CEh{kC=FT*>#Z)$x z^{=QXK#Gk>+79;=AW%AJTJE`$33)WXGzXNrLMW|qoL^0xEvbR!EMXcaR$=;{C`moD zASYOqoOy}H9JD-JkWj#wBWaMFFU$^|z2m2*)K=@{9T(j0&sm!gMJZ*OY}!TNGKDkf z%QgtR)tFH#ho;?HT;{wd8BonwLXg_zC4z=y!K{T$zrC3D9v>|}fj1?-ZJ1L;wo#H< zf&v-4vi&tiG0fHBB1?6ES+HKTbX;3j`jM;nTAYoolc8~}< zw zM|>7soU0Na_?YvifxCk4SE7|pBd=V(Ku4xm4kBE~NdMwAp~`Vv8HX^rLHvblSAH(a zN3W%{M{%myqGu(P&kt;cc3*f7({P3F$`5I zAbt8Yqm-KwTDqTDJmot9RKdOCRv8hC$%3X`h|*T2QAmqks@v_eAq94oKj2&g!A5Ww zP=4>}3@%;zc-#o)D>Xxrz2R^d4_NuWhu#E$#pW(?J|%m6eyNPR)P9Av$bq-A{W&`Rf_18j?m}2x zKphHd8Pywx<&A$yPsGa3r#z2N0u8_>@UVR!dQ0%pXUL;m=Y?T8pVH0#6amUF^u)oc z^M!YIEZHB~IbeGV~hCtUEFM9u)g z>8zrTg|0|XnB={>8^zmFioO1RK(EAMk31ptgeq56>?e42Uh$L9?S2pDhi9KIe$-s^ zxj#-a7M5j5@i^dFct3_QIF&sQZN2M_o7pIC`{judahTh=ks7h*U@5y@ff4cqw`}eeH zM^U1jr2R98^F2>0e0z>$9^15QD_8GNR_vGobo9!uld#P&7{fdbZ^K>Zef>gQegJtA zCFQanU_Y$T)f`p;KRtAMiEz;EdLbyxylP(~9i9(?M4fKlJ#`4*=$DhZvfHFq;a!>p8H+1PeojO0B0n?m_h7+}KvC9G4&>u1e`W29 z{?u#Vid}b_9#-V*20PzzOFmIrGPZe2+>--N`gZNdBILO3zwBB{$T&r7ztmzP$6Yy$ z`C(UHyhR`7CrV^l`QX;r3Cg7!cb9UHQyvMdXVS(ot)1ab{M2dZE9&Gi`F7ZzlRFyv!u1$QK9IQ>1r0=WB*gBmXx0hvQ#i{Do+2|mt&QKVeNSWc42NdBK!1!R z^uGP+D@2m|_R#NFmov2Fu8c1u;J~Ioj=E_BB!F<1$Gqxhjg3yv{mYnr%T-_Mtw{yR z;X|2mS;C~36jJ=q7pg2yy&nj|=K|uaNBYhXG2bImf_z$7DxKakN6SqGZB#6e-4ON{ z1FOO8Dw3R8^gM(!Ffljh#NgXJbZ?KA}B3t~i=|a3Z?upgiwS@>M%N zsJHt*3pD3bXy|-p0Hiw-QTTI?-L1qYb2Q*G-w;FJM;n98k~RFsOMD_KzA)) zTk$5>D@0h&|7=xvT=oqIiy66pi~B zNBhy_^L6Oa2rmJ=Gxf?AvNxHGi=C%$a%=ECme;#gl?m=uj*FKHFX9GnPw*x;(q7u( zLOdR(*Ju2%%6uYS72B|7YtR)1*P})Ht6%P3<8uvs-N)&^y>K9Q1K^=aAvWKI+mT!wC*qUfQw$ix0Uf|ntXeOZa})=}U1J}1aM zzvlPd5P@)8%Wbg+Mq`p2j_ft@IFC^T9N*bxHv_k>%?D0*yU_r4V1?ef$bpc{D*C#9 zOYv<|h;?4?FM7)io%{|krO?{ThoEP3?3x7L%iVc!D`myvy(ofljedK(1(x6&03`I0 zcxK7uK(9mNt7*z3d&+1t)Vm7VGJUW7^3Hb|E~5bhov{mTrt9ddq)z6F;vmG5!JVYb z^FisF{^g?IwwJV**D*1J#YBW7<}E10qmA|hCPoFb_Z^-sM@d-WqfeJ^3|}l9{g*eIwtv-IctkRu3^r_I#c_QY+&{R}aL^$WrWY zheKg`X}7>P0QlhwkAvHk>YiLQ)lUbQZ8~20iA(`Eu_*h_4ahy9ptfNv7B5BljB9N8 z^}5ig=WW54juI{Nz$Z_y;?lO)ijUX&#CMw_;;IKD*G;cbuMJ02owXE`3m(jv357_y zfBY&6|HYp4bg>nhu9z3p#mq3s#&Ho3Yipdogx1uC!RPW!&y=Y`*Up*Id+EA&D(Tg< zA+^|kL}SIhEvUHzQ5aI=zBrN3uQd?buDVh0==pHqwyOaX)A}?$%o?gYy*${y{Sv^K z(NQ(lt~2GFpnt0|d;fcIN_R*ykI~l%AZG}L4$djgc@gjh$y?6nQT`emH@?{`6tb*5 zva~ppjC=U{Lr`X^*eXT5)kD!i(I${fPA_VH%kd^mOfbC=$<*3{;Ah4Kjvu_CU&`oC!<( z3ST|Jx(&l8&S@Ph(@fK_(+st1C93PHhqSL~@GNPgaR?wb zYj!i@Pz(?q^HOGv6sW@kf#=}Zlx{j^?wGk)FSia4yd=+L374pq@FW!6@7sTv&lb<_ zzNes1R6uH{CVf}Rqn6(hN_*s7L?W4}Eu}FcqEhgAJNtF4OL3#t9(owRJ&`%;XEsY& zFhUvX95aH>S1_wRODH5X0v6AeB$U*>CQ&NJ?V|7uJsA7s0&Y^#P+f+m%JfTcw##Mt za=`c=q2j~TlomB~X_hALI#3eZyfI$Vl0s2QoySN?uk9&HEF?Q&;3}(ktzN9jXzu_!c|&Iras4Hn3k%sO~$^Ue)TnV>nkArGNxYYkf!+o#cb$WFBT5 zppmgBHfI$^RGIBFPn)7cH4j02A7A7_va*6gooB%NFJ80=@(mKvyIZO>GI3H@^*^iV zYO!UOPsGWf5)(J$#B1g9zT+yB99YM_$BdPxxtc^_;g!K0S_9Qik%Z%1>3*Cmddwk@ z{SeSYE(@?vmCx4VaiS8mQjT{BJQ@#bl=v4Bb2_n3CRd=rOqXvkM3`dm|e1_P)sY}YI`QWCgl{=M@;SPyEBP%Euc+wP5{FDl}P_CY3%IAuQIj`rlgdYrvDV<_Sh<&#{_B@0wg zvyI1<%xesttcyhJ_-1lyDptisS|@06b&oMFW$lln!Q4!8qpt5?lG*^}XHUa-%{fb& zDcRDcGTV3JE;qNEh`0D z2rJDk{qSIu{H6D8`knVHE%~A|^ z)Y)ks8d}l)_saASXD@qff8W4=|0=%zf2%-cb|U!efk3u`*ZTJs|G9#F=k^5}$^qYY UG}=lz0}Aqzkx&q?6g3R^FZePU+5i9m literal 0 HcmV?d00001 diff --git a/docs/en_us/course_authors/source/Images/SAD_Column_Chart.png b/docs/en_us/course_authors/source/Images/SAD_Column_Chart.png new file mode 100644 index 0000000000000000000000000000000000000000..87f452cfd85882af764f81dee64e297d6656b4e1 GIT binary patch literal 158861 zcmaI61yqya+c-=}w@AlOI!7rr7>J033`M%6LAtvHL_ioJ0@5HN(%m&;bc}8oEje<) zfREq%{^LF8JKwi+cFwc=zOQ_C)qP!2ni|Sv#EisPSXg8#Z(hB}!ouys!ov0=#D7?k z1xDv#VG;M)DJp8JC@QjPx;b0hIapy~y&)_8;r&6YpALTHzZ*+SsHD2Xva9V!mcyo9 zL6s=~lISVN*V*JA8a)!eXL{o_RCqHueFl^yI*44LpY^}g#;WQOwNtmn@_+qaH2sX8QWHlTi_Oi~_woJC&YN%d z1%VB*MU`G%I%|8TukNjNHc3u=u-=Gsz1iGGRf))bK6eB~eZUWi>DuQywS0_6_pwB% zhxV&$+UE(lPvmDUIQxeSKI+6)Xyk8 zk#8SAV8M05MhS;(#E+8w>=Wz`rQBe{mm`!XE{ez1XTyE*D3tI-{VN!y0W(TCy9er9j@Oovtw4p)3a ztMYgVo0S&wg0>%|M>v>6uWBaf5Y9JC-uw~B9HKZz3SSe?h#VZlt6#-FlLxniE1JqMAB0)k59nKJD&{`mL5n2TO|J@f2y?i1M% zcca>UefYGs59@^X>N8SP`fuF7TwBa}YPVLoCE@TZlMg)iWWdxVRmkf|@ zF_c4#;4%r|3lx5O+=%W$iw4jH0o#azX@hZBVgTL2+`@!SkL*8lhbpEjyx|^Ve?rYi z=ufCjv`tt~cpFaf>RE!4ICm3O*H@KpQY4N!gDZb!!tCpPt_!NjHynvC`hRY`jeh2; zBKls$PRtIx`(#(TDEll*ot-J3rT^)MWmRfRhLOUuvYbkrM$l{4-+wgKd9%Lr5NC^K zSAD5UN2oTw-Yq26(k|Ni;QWdCd05jo0~N=dtbDm&ZTaK2uf-|mJ$`vxR^QKvT zuORSu@p$P@=$XEURN(X0AIq=Xm4o3Qg@@>azFB_xR{8TCT(Zk&2>q-3LzNbi2bKJT zN1OjSud%LQsrtJY+84T6`9^6z1V$HY*KBC z;*a-Vicf#+B<(qDpV)q|&luY=Thp@^Am@*%{o?u6GyPmi3o>Ds&D?zFeA@h8O?oY0ch$4R$pCnZ-mY*J` zbW^p6*m2{WX0^-c!}zQ=lRsInoU4}^T6M1l0>QVWw`AAc=LDpw_;UEq!pQIoNlhxA z&))3|cyZnc_>XDM2oGsGHB3}YxXkt~@+{jnzRMqHxAA&k`&5Bu^d{Yt=;@;(mN;F7R=_l&)g&MmKaiB^5W^Y?LUKjGkP7D_~nulj{M2fs+MNP0$QVxW2n*T|FX z;qg)4zTF>sYSEmsjaiLM?gRx?2wC4Z%lj>~Y0^4FMhS*}!HJh!HygU!!9P=kk6c1O zg*L1X1QcHtZ-Mzqc`=^YLD>xlQ#vfI=N?4<2nYevHHqchLk zanSl=EFFIaf1PulQ=;>~qHiS*a}HI$2V3RZu)l^=*i*5F9`z;jC$9X#d*_Zp3ygJp zj=-fmt4Le;Qf979`lq2!d|p)En@4_4GG^ZJ^27G&gYh}7rftL0hB_PPq2+2%Cr{5C zkIT{`<-N^w+#8#NBWX&HoPy3eGaL5e$}=|R?|=Z5;ec~Jg%a~8@P1Ik+SlC#LFF`M zwV(07uil0Y!?v=1{Q7Zdu?C+vY&C%1IbHf6xOS~iaf@q|NU6x`d$?_USS!kXp|Vgs zv0HdEzg-8G6k8t}uAUh6%8HTnUJK~E5@WezDHQTCl?)m`MOLaEru+mpn>aNg-8Of$ zQ;L;kjAhcx8jbCDPj)^XWFZ1invTvVBtAQ3wD&jqUQO2+F4eC)ue6HoX^a}*Ep1;` z9kw=R2M41&5s~4MoX`)f+Mww`qtnPuK&)(;EVo~nUpXi$@FWL1b9pk_0&c&cleGes z`dA;A95$|>uH!z%H3nL@?F94sN@4z@fm7{uEp`v?~H!@kVifC5TJuEGK_WJtjm-I@5 zC~^e7OD=T&MDby5Zv7;+3M;;1N{I`)hpvHJFt_y-#BW+2Qd=UIH~Q{aSR~Z{`C?=J z%%FeBdNb`l=y~Y9RhPDKb`&zRbT+pV@^N%|IE{q`@{xXcbhPp?WAkxzaB`RSk$v`G zC!`;q|FaBy#`a%FJnUtk>AlrtQ*?H-VtXzmA|(1uj+l*&4diBNE&cx0>;DD*@JsfY zt%rw;G!W?R?JeXjCgkj90~C>xk^%~g0!2jyA5I9m`#O1;`3O3>v;Q}e|BdIBmAi$T zor{N^vlH8Y@S2%BdwR$|d-fkf|L61Hd|LU~{a;E>?*B`y2LXZq*#U|O2?PHR?gvoN ze^#Y6?R=~p^j_IHS~2fX z{)a&St*!rBeNdMiF$nm7R4+$NGP;3-g(Z)r@=D=@5B7d5flI-R=eBRWyHgGmna4;J z%j^fSsArtfDxu$bq~6qRRLa(E2twxP+=izQryU%pG?ME-!JD5OimeN?E>wx@RB*g! zPkhE3Rm6}!JR)V|fg79Am9=ua3~2DV9mBSL-HID<^xJ(z_HvQA?PfDW+VhhDH#gkP z-M!1gPM$tKJKOo@@~B=ZhBnrM@`beYC)iW@pkx1o+8Kw5QUDViellMSB=~uE7sSNG zL_#61q@)z;<>De7PK{52QBzfYIr~G<@Fo2nmSnVHi-t*qWtc^y&U+(si`8(`l)-x! zXdG8tsg1_0F`)VRvAv^xbr&3BIJM8kbn4`>6NqmPL?9;7@=4UjC5U0Cf^UDH8g>r$G1 zBn5z667z=3_YHnen16pFXPwhhQ%;iBh<)d0yr(RA3A_gVY!Yj;>lnb!Zq*2G^U#;; z(j1-@H)2_e*RS_yUEYn6h;MFgzOebVbV3s2&`>^uPoO*$J>YQh?_B5oJ0evq%guKI zqEQe(NspcQQvGUcX0XyHG|;py;Jx3g;58WD-p)=1RZ4MP-E>n^Q%Pf^)bWQ5L?be4 zbN2iiSmLYm{_ZP9TX?qJLA@dP?h4hC2)0&JQ~R2PDJ?1@YGTvq=V%mJqvRW7x0 z$yFA&?74E(F`hJ6@|weMx)B)lP0`)ZH@*By*8HXiukpnTkaZ-GZvHy9USC@~*>Ryx z@Yi|Wf)mp=%OEX0nN`9pk*XE2f@%>otzSN^AH`#-tt_KuIv3ycGnR2}o8a3jsjB+h zB%hR$B2h+yexE%82pHBWF}4cBRrEsc*cmn)9;%4;R2j7eNcEMYt$MF0OfjZQ?(%M#jCoQGbaB}0F+TLFM>7(Q^hv%d8uTCC5LOE7$>8r5n^jzcH_%BB;L{VsiFTqRENAHmw`36{E! zxk+uBh?7@L%1l8hq>^Eyo7Ep>I3%N@F*a7m$jBigBH}4)Ph?RIHSj9N2%*>{fF=QN zC1l6JEw|w5TV|%T3Wwc70VE&F2nm zckTQ1lP=YlS}0!bbDE5GDK~UZw!WOObF$sW6zou6p2c$g<{#m~Bdg5}oBjU#Q;6fn;5~xX@W;;a4&<)&b}2&eq8+oG`D2^DH8SW^ z@byFZm$=^uuKB!u?=Vn7!>KsEeT%p&ydTMu)ORrXyN}eY-xLRZ493*TlnO`F>`?@x zyHFwth`2I8fB(|j+Npp4{*{!JIDn46bNw4#Y;=d8zIGsjVza1Reu9otNhEC zFQ{Wlr~S%hi~9XOu8djW55qOp<}(g0k5n9&2xztsW%e0mWZ^nIAcscQM+Cf&WM@s3 z)dIobj}Q}-+sSCI)c$geu$V$qyCt^n2@iQelrXA?b&x~iw+}z)H?*sgBs_^%19nVD zE`AcTsncNDE$Ahg98#(tl5 z0&va$DF>ydu`QWah4A}6QT{C+LihiT91&-Dp~uw|71i$I5<`Gep>Xw)mJ<(gc?D&P zXKHo{h)ajcgn%q?c(K8AyOZY9^!(~A!Zd4~M^AFfv!C-nQoKLL@KFksx6HZ?wmdyz zsLeiftb~-?*DQWEAM9tTgXxp(7j2tTh>x9iX#L)2TO|-ypl4vMObCIFzRG1f#U{*D zaw2CLdgT}0DrTK0y6=IMk{11!sUGx3H>0x3;vApJbwN_ly4Wa?M@-8>}o==;YTEy%P6NJUUHwj^A=oyEEhsY7@Q3bZN z^;MXn^b_d5tIzKT$Gcbk(=s& z_6~RJJD*B#i}3Fp)mS*UeTu1DbX00PP9TqF3NFB|uBt+K?axwq(64)VdBs7#FbKds zcCu8SZPLlCi8u}cq!GZSb!$=?X=zYdHWiS2><_4uBnyof;7tvA2wyz7vkWfqH6+y3 z@2=cHWMz5IbL@*U?W`UOCp$y@=26Xp>R@2v_x91jl@PKf@|b|J>}_hKlkN#78r$Dy zVNYj9SVEn$MmWANjTDxUL;z0f<7Xb4B`5dY%ok!R7`kjW$-NZKT(|pMQdApLcxkAB zdd)AyOJN6{5CsW;Z1k;pE;a4iI7~eF7dH+Ww?~e>k$}alAW*(fQ*b56uvc4!_%x#s zmr|T7%s`uo+}Q=x1adEwG!`wNc9*z_kM@Gn{aO!olb?L4>!NnTdx?#uk=H;n<1!)} zr`#}Nd3iV+4DQ1+?U&D(9cO1_I8G<-pkgbut?1(BCXhvce7eGoC-mq5M>23J>=}u4 z7o;YUdyAloYX?E#^XuJ7e;kpxlAXZ{8u~9F}^vbUoM zQvY&F+}T&32bx*YhP7x{Jpxz_3<@W|rx9eHW`=-Hm34xa@cfnqNj>rwQ5+|vZ z)crLKur@fBuwu|VUwcdoWFGwr+PTEG{qXy7rg8JVjXafxC}0 zeUQCEnX6gRCK=th5)F9?EWv9Z`Iv*{oz#(W69TNM@=bMmka_aQsra7DV) z?*RxhC)6Xz9WsFxDCyVDPaV8N1nsJbG37F_4G&{j=+yOjai4S&6I68terNp>J1PiS z#XN(%ACAqJ&zC}V)u3%fLE$09IESJm{|!SCZ1i$u75xjon+kuU_ZIV5D(4l9Ii6R> ziI|8>ygI;BoaJ?-R^~tmM4)AY9u@jYGm%2oJg7^w#i$Mhe3VTvqxPX@VGa5P zsp?MCdiQQCNgNTr=qo28KpuwW)yD8@Yn$$>Z0F<78&{HeewIFvGz85b_tZO5JkR1@ z#{J@3Z2>Jy2Nj{I(~z|3ciS@-=1v#B@(o&9jMaT7MbJmnyOR`L)!&#S$v{}@@y68j zLY}sL;Pwo`2=484+cw#tJIm0|_A$C=L-+<7O^Z@5f=^|2cEa)!63k>8?F&6kCG7>3 zq4S`X-B>G~EOrvg?RxRR{Ofemn(kGYXC@&@`gbd?msJ6{(J*T!9YsCmw>KfGoUmE=+#mQBy$8BYilR73cft2sH z3^S%UknYB9#*b`9vc{7H@A8ZUM~s#U)v_o9=l8$x6_*KAjx0Yd7Es$+#dFkkZag`ZOKILZcgU5u=mm}>HzU^`~hd^=z0oqBF&UUVH?<~hc=7l26NB4{~| zxwV*kQYOjCk0$0n%S2tPjzY>m6&eya{Hd5-ST!3wI;x$2ZCZ2YagNT@Ew3-P*DWWv zBRTKAU4z>ZAYM0neQyFeFZ*2Q(saARy<9kg1?cV&R9?s@;Nw(6QvVDKIh3WyhXA?C zI#4&zM740EBb$KXrSxLAh7mF$3ZMC3fBEfvIbMKE?mL6O1H}gc3k=}ecZV3`vK$Mr z<3>_aqUcQiO#XzjhOeQ>r@u&c89R?TQEnM&0|ENY**TwS%B@5fH*xg@( z_bY+-{q2>$g;_OD&Jsf{qZcdcAt2YlADErEppY{Z4;eB1NeD@IkgH5a)_q3H>MLq) zdPX|k*{dXDli$&SmCr}%=_Vyo^wtq>;0`hK8xv=y8HSkKt~Sbv8jjs;J#n+DEY|vy zD}yVbuT?aK)6_ekPVNy2OvhT(!D@F9l6z^bS7@0yrDg1~P*!RcH9nzkP4v<0z2J{O zkla^K=$z2e61(kL7p9`o^+RVEs4oeD*b=~(BOMk2)Tb#_hZW>I+(FJ_5lnuGLBIHS z^`wWl?jx)3s*M==5=3d;`EuO;AmUMf1<+;$JcN}h^fFyoN#-=aMZnTeI=pcR0whF$ z4GRH<4Y1zp7OlZ^6~|O{jcy`2RCk1+nP>vODI;0z=FXeHF&E?EO_|FhUdp39CG z8M(xYskHcw8$`MvWf&l`$%Q#7ns^~C?hq58oDn7Lci`xm7SN%)lT^QzT#U2Ol|^9D zCHrD*${H{0(zk7Aydj|A0PH;?WGV^Z>Pp1J*$3euKV+@J7a|80bq{Mtkwe(Hy6V$thPtu9p=o&P+9P?pq80JkxRbeZE4`{6`2+ zWjPXMx4vPgA7nSHV}lM^6n(D)=|1;Y+)EDsnVK4Pi`|&r#dTi5Xs365eq7TPhCA(d z*dS=!xM(nvRrT*nM9{BB4-o6F0_tP0FHi7Bl-^G(3B0QBeQH{&~B^tFRtnhmL@5&D}v15=y-th7{5a<6Gb*V5 zJ_!@1gI?uvihx(~$sJF!5<|>Zb+tdt^$gPOSM8P6e8y{kYVYh=pZFdexGLjmVdDIw z#3-Y$qb!rIjm&Vmb9!)9GoGMXjeb9EJ{T4%x!et>V-9@xSV|Nd9iCvV&WgeU*Tt9w z$yx;?kVbS zZpbbS?@uKh?UuN13Mp7>+R>-MHV`U<%K5uvdlmmwF)O{8+uQ8hd`EO_aMnH+uyN^y z?7i-V^Zh}{aN~iiVOkwOso}hP?QY*t*wAE*2NtxY`;qbmJw#elMgX*nYb?U>+mxh` zB0#~nf8Ic*vVIA&>>}L<={>vYmjpkZTo1%P1eMQZ{9s^Ytmv_~7syW1m!q-{jny4{ zQfLX?>@0KHqz+mgcq{1@f=P*Lx3v(HWwq6I%E8m!jrFCZU5_rbwL}7gU{P0{iUFO} zka0CR7fW4wF1G90ZU83Lbf236u}+|j)lToSVtX6;r2%0DUFwUEqmC>b3^5d+?MzNb zSK!WJMz`7rus1&wd>uY>dp-9qkVZ(dDu&kk8`I5TTt9oz3G}Lyy_b4)%)IzxScq}B z0^>bZmma;yqZF5CbO2BCRcf8Rqc25?U+>+ON8TdUeCYMa8grNxhxu#ALl04LilQpC z>OI9i!tO1o%fAfEv7NCQW|spfk^rnW`%&zL3a2R_MnxY!vVGPg8NVU#Z_$~`@7I#K z`pFAO>=%@d=mTwzV_)10U*;{VjD)UG^)TWEBpkwH5 zLP`sDP!c8_m#<>}UrZU&&cw1I=#6+0Egr+Y$|<>H|($dc{iGBr+FZfnju%Sr78^#nPg z-q!@E>axYjZ) zy6iZ2qSR|+BYrqb`+$1Tz0S7)z!+PqA3Pn$p>2p-bwcrQQHLKXxXai2;%hMN8To5LjhwfG@YR`G{MiDkufZq zm?&q2PM=1qZ5ju5CBP}dg224qgX)G;kJ?A|vY`z_cviWz0KekN0EJ{DbIQjzG)1Yr z=2lXc{rB^LUm)GCtyh558^|t_AfW0xBqM3)_d;;j-ORc1^yZSKlBbf7w;o|y*WUxN zdn5!?^X{K^W()q!qQre{pvEf(_2hc=A93jos(9;N(f|bE$CS2C><`oC!KlaNT!EzA zISn`Yzbm^h$=&w5Sy%8zcx!~fvQ^ugF>BqA8gAt@j(;9_i+?a2cA&LsiMv6HaT9hY z`K(KZ2^VG00zd^ycd6*knBy~yuH=44r=ZMl+e%aCyDs)ErqgfhA=w+)%F?=w$TLc? zB!bAPfJp1^M2!M2=!YJN1)zG&5*34xWGol602#K7)nhj8I6nm{rETqPDvXBCX--5bMmGI^4x@XeJC~zgr2cpRR|@}C7~RCmo7+)> zG#KGmGv)-$2eieaBqBA71)}YRY0M#(BRfCOeF+O2Vb@^uvh=+!XkAaH1>x&glCC}_ ziDv~L5@&zQWNO)=+w{O^hD`nPX}b2?FZK4Cb!3wG1xtDzp>VSt7I`aam3?G+9YKc| zrlT)i`6-$-8d#@Bi}(g+X_rq4SAe55z3@W9AyrAFu|99$;rv1<*dsc&p-9)D{W5UL z<8}OolJy~_V7lp*D89>)O7D_M?zcT=A?e#k6Ert`E{^&LY#A|ngK~($xH~fdb=)00 zf7yN?=#N3cxs#JqttYvwZv%0scbl7)fJ+Oex-*>C>aQ|e+^l`X zUthZ>MJgImZpnC|qo$wJ?l(kHQv%g7=W@@?8gjW=)mgEq1ICF*kMKlSR?obl+df&D z)gwYeyv1IAqujy4-X4?QTanErBiui0J!{J#!P{-ZMcmQsWl7O$qC9eOT}h*8_!X2n zW@d?DgI4f2mY@7C&+#=GndWo*vf2!(E%@aRJ$$SnRsfcVMh$yvt zuBm#Bd8a`0?6jlus7V#)aIM)h@{uhX_f~;l8crR3Pk-o&u5+`zO}<}Ml~eB*&|i%O z`%NB_w{%cLT-H6#&nff_XL6F0=^BF(taMk0vHx&Ec*bq^gU{&QPOt_{*WS?fJQZVs z*matUZyWlT=C3RuLxqZg7x|;rNtb#u&A#xJK^H4mAKe6!01b46zL8G7?RcJxY7fwY z^ni*Ex96Y^p$6*vEQ7zBBrNZ=pD23)humevb!s%nsAL|UzKHFgkxl0db9w>@=poR$ z8|#k+`1BEXixYQ2&N+U^x)vAzH8y?gRaD)hQ*OL=gubyC3(B3=oaN=bPjdUdW0_~H zihK=@TSsZKK0-p7yZNuya)n)_G!tu1XHfmeV>4I|kgaPqH4N9q1#vj{mV z4R}*iy2txzgePJ0S)9uJ2ksmN8*~)81e@{S0KCyjsLLw+P?*l01st?UD|AM({!gt0 zdH7l;xMo3m{<^fi3qmAiTnV(C68}D%(Nnv8$W?Cm&e_*F-Po+3O+PBy$EPg$ULvpNa28xiqxFt;GJ#zg*Zyo#xY-P(0ZLFt@j%5Z zbeC0F`*qtbi!$dMC*qv_2Lo6SwLG0k2lz_tmOrC9WimN1{{m)q5RKJdcV`ST-iVb< z_YDQe9%8D0cnqn+%tugZyq5YO8%|d?`z3*oQi%Me)X+`6K=b-;03bJY?!Ip{D8;0D zFu?D$5>D(h*5exO+{7#O3j(Xe?ZY>9sW>GiBRABop8;o2(%j(5Du%JF*^0}QD7Af+ zU*au0GyD|TF^53xo?Nm0;c9%EC4T(1-14c=TvUvtCx%)Eok(&W02~!yjKaU>?VP}6 z)zlYT@V5TfMMS27vsx}(kmjeDA@W8U-E-l=yyHWh;T-t3aZ3BTh!i}{FO~3Yg%0TR z6)4M!e!I$56{?)Edj*slBV%hNHr>63(X~+`VS=q;P(!<3ji$6k^6P`u)}Ze?^7O6+ zilIR1^YhIw-nZenS;%{S+Jg!$JR^9DQTFSI&6MQu{uYzzvU&93ibBKqt+5XnjZtc+ zSTm1F*8OqAo0{j6fA;6-?`K6uVc%aQSMO$KrMNWuL-rAZ4^D={kJTfuq6onqw2Iwe zv0SAlgdifv^f0lUs^cMV5q0@GV)at$ek7Pl+!z{pZKZ@v8L!!amTUv*qXB=VuMm*= z%?DH~;O@I;R*`&Do&cZVfXyPJaR2xzu$GOt?H53^?PFELfUDi|=ynZ$`Q34uOTO_{ z83@xT9K&LE&E3is4sP*XC1OiLCK#oifY}OzH~<>sA92DJfNiQ`X0xG8Mfag>=j@F= zVn1-7EE0FcX4Vv}t5B@I33B=Fgu%uTazn9T+LuqhwC}@`oqCv<=R~aFfS_Gb7{vqa zmtkP2?Hhm-tdhk1E{|Q^YkZZPrBllTfoqnBt&7zvFP@5JHiyXuQN0FMW?8~beHr#X zTsYk2=Mu>S`Sx}+{T|~xCF^58)J>prhPNm9MUp%$VOY<;fu*p;U_N~yVi`*1Z~hC0 z<)%+Ra)HqD{B5gP4V#e+xK6f@W@}aX8)<|j#7m;xG9bl&7vlyvGSmt>Mt?1)W}!Fm z0a?{HqvV;OFhx0whX&tn#mo6c5csS2+0N7KKODQA`Q5<1xf)*I$S6<zV{Uwi)VgeN#>9a|Um#`&208~UULWbu-2V)X~JYW1zzDFzwJBOU^KqI`S?Ku0+<+k68|6c*|RmXH+-+aY6qur+Pg~J=5b;Yo7HB z-YN^XNhU@E9-Q4(PgCSY`HXy{+hM{}BZzFmSM1(gV!gSo*6-N0ZXJhGfbl454GwawB31LZf7rbc!wH@ppVWu#dIw)@fVOYECe$9iJyzXs&kE zYBbzweBhDt=v=i;*E_2doaMY2-*sq~zH#~G`b{D=a}T#aSDFR0Pp-cZ`NR0R?GtZ@ zJSL>&u~6IbW5N{Sp6q@|O}Gl}T2G7l@(KJAoo0i2+_vn+ti{uB*?Pd)|DxPY(S9j& zUtWKwcA=N@3#dWi6~TW{If9BgFFR9%BC>~4bpoOk*-XN*6Y;KRAvGco0{?GxlGg1j z6=bGzZ@00{-YKjZm1!f7T6?YJ{qU7B$N6MkkG?yh5*DA1J($(I28>9uH43^E&aW{Z z24`;!XO~|5ocdZcDjSJQ*9@~Tm{;_Q#NPReizT6T0|9grJ!{p#jYU6>ly4!#CA9cV zUHJ3|QNUvAG1md271k~Df(ZAC1eaTqw<^inYy{H{^_OpByg^qz=h+?;5(!>AyY{>O zw*J^Y5KeCNL%P#Q!7NE>3nm1AbM>%qLWE`P?nZk)V!i%2ge_!-Q;>8KcETxLzyfml z4&R}xKO6GFZysRa{?eyK%jDC?&!bYnpMNM;8o3 zQFo*(uRUlO;u=ETOq61j7fCSc|L#7DJI>VZ{j~_EyMwBZ`tCE0W|s%9p$MS|9b#TF z5#B1Bxxu;2LXbbA+L2rtJ`u&@NQw}GOv~@44-G#&hBL0){%*+idsfxU9fXQL&nyjv7o+InZW@qv^n|H6*Htc! zkk?K!D`uiA97@!UisBZ>;tE0*9aE-05P$l;3NE{>3K(HkqPq*~O)#N(k-SX93J)_rL-MviFh@=P zHT!`%Ys~LN#hTEld&^UB`u%s70g_GSO+_n039q!(UMt{3yLJQ05Vk{8)=+g2Tz3bz z(m0^AQntct9(cxew`=w=JAypn${NE;MMo9F6hHn`mQ3Bf@L1jzeLHmsQ?79}%7ard zWBrF9!J~UBa72$AQX-jojGuLX?gG4Ur^PzSRUGh#^r7!TZN!S%0N~sz-=&HWLe`@B z7w)*5lG`j*>njbtc4@r7MH)IX+yTB^X9IIpzK8c_@w%dU1vLKneC(B+T_Xyi=!4*C z9!feLzlvlrAm$6IvQX_rcSRCVmSRLKnvc!>c2;=}7Q>5O<8C>{B(Xe12Ht_(i$~SCm3V4aQ+Cn6Ed&%D@8|AJtrRxd7w&8p zf@>>3X-zEEFp2yjEpnuivvz=@a#9Q>8!C&PW7p$ldxz`p#hC6l^IX3FQD#tMXTypl z0DICmM8vSfn>r-wWBrx}q@g>t&Sq)8n5q{ytaASJ0QVD+pCL&ADD(H655pi7JA}9d zA=xe>Jy7ADS5R56K>!H#%oxXq$kg>KxF%XT04cn)q0^EY0^2A@Z$Oz0u$GZw4u0Jv zjgMB{1T?RE1n0WdxXy^XJ_Mu=7(P&=24OYB5O$m?$4`{m)W=ojFoblb$OPs&OuOG* z(kNEblQ$`d^2Gt_T?Vm-Kk8KqE12&*yXB!-)%}v_s`x}B4FbIU%k*%Ed~sise`b$! z{VbX8-}h_ofuyX404ky2osHfyf@R{ETl3)kF`Q#+faL_PV7%jf^?JJ|B}Ul_xNrxl zxu2vy%WI---h|#&9o$D2-i}H=OvI#evGHNV6D`XaT^flXaP53mJqNfTrR>%emLGNl z2;FabNKYVzN@+=i1f|NW^Mf&*)zX}pM#=e8%In z7#;>R*g>toV~x_-rGqSrWG)_WKYg1Q3S^Ud@Vv7Vt~3;8l`Qr07~yjKF_MnWPRN}b zTvAnnt4c-Ag$6%JJ;s<|M^X zT*S1W{|YILin;n4X*sg>Q04N9iF7;t$CwQ7*Mnr7bSL9}r2uNBVA?W_r%`r9g(XG% zYh0j(d&pszMPOdB!%g;grt@Gvtp@F_v9v`#i#e2O70>sB`|8`^5!5=IyJj_6DVdO3 zGrt61`S4+o5C%6D&(rFPGfdVrgY|F-upDnkttT1d={ohW%ekp>^%S@?Mo~9gQiCy- z#kn11Uxj+RfL`3GNx>29TDg4;gHKMQTu~`ZX_E=RC%Q;Lp*zRavSzbAiVdO>kwkB} z)OWQTQenDA#A@)AI3lQPZVLIUn5cH2L4Y({`aN|yX*lT8IkE11d!F+?15wZhYIgU! z^l8iOy0_RiVq!cWMWYLAAN=oo^B_Rtt#f@wEo{*;F~%fY#?Y##kzGd@WKPzj=)@&~ zMg1cy8;w1XF9|_G;G?Eo5z901R z;QK!^PXc*x$YPbf!{Zt7{^avVl#B}Gj46BW+-$mQvq;`(qOZ?p>u;5vC^lBcz} z>nab-iiSv{`7>wN=mwPoV96|6lHvWa*^6ki2c?7u6;SVL9Paf8yYw2hL$Z0Q*NySK zS_(VxUvqiY9;V9JUfsz;Mj6`mJ^Hv|jnjY#|DrR$&Ft)lrh(4P_UO&_&wwfco)M<% zD=WndfBuEizJmd+{u0da25p&-)#?2}9e(B;?;WDc^Nj~}KRCE4{$!>BDoEY!e~kU< z++DD_Q64I8-XN`}9+k>nrnPDb51vB-HpATVTq_62tvH2rXQ#ZW@w5JYq%XJPv44O# z33w@;%vzwh3w4oS&z1zf$_HUX)=rWPt^ICCuSUGvl7>F!wBdI=>J<^26ER~AbD3~O zkSM6<3#+rzz~~7cqC+qSK|>b__vquo(}+mojic9H6Qz0Wm+aLO#Vbn)%p|WrHg7%_ z5gYFgsD#(RQcQ>TULT|(3L4gZdUU1Vz!TJAF>fQxP9DN&S_b*{6TMI}XbL~$yiJUp zO{x-!_*EdKgyH)Y9lAQSeUulh4OwC6Zd~^Tr=3g?CtI0D6|Qe&-IIja-xMd zP6=dmALjr0Ca*2zkg8ME$Iaj0spckM+q^vb#8`Pl7dN*!z|VAjR+HK2GGZ`Nr~lS2 zGx-T^A%V>j0Ea9?DscMe&+Q;Wj=&=&(4436!r`#y!JM4u7h-kxd+l9l^(L3#`a}jF z!RglX!U)SueKO1EY-AgSwCo!rKWB=tbtv(#2`~q0Iu+$fJM3{kcAjCZJrf7^auvY8 zK_F(X&U}mfwl~5q!|yvd&;j0Mw>uw09h+CHH3+sw{YS|3wCvml-H+tUhk%>jQ(XV46YCkpNrS`9<31k%TsM(taP!D0{I_?&;9=L^aggKkZvsJ z`iVm}!L#=Hw8X5lqhLx&Tgx(Zh`>l;S4=?MMkO{ z?p>aSrcI$WbP8R`$y`sG#elM1wha|>0fiSflPd()-YG;*D*7rNoPW`JBwqKDk^a~I z^mx8HCfcmWlAmSwmH#Fbba0o3i|F?T>zLIC`i>AaYdY1{dzT&T{H372_+6#oZ);a2 zQ!0r_w2rN2a&TGwR_jqWyC2=l3oR;`uv!9;l6@n+xzPfUzLQIRZ@JLQu&GuD$xOH| z~*9-qAgOaBGk^E&3DaQrq(_Z~d+_BugH z-6LU2C8M+Gh9n90n830^>}o?c2CpDcC&AP*CT77wt6zkFh@tB7JrfJ>i5OzYI4RRO zPFjm_4twjC`|Znfp(j3QDj~|a#nkSH4iwck?UsR=f*BzU$~`7S!L_KKA>zyD?(g7^ z!d}pHTf86}s)tUIqscveQ#0T#69*()&*#?Gx%UIMeX}V?8B(NJfO~hVb{`$WPtq9m z1CP7?gE`%5eLPieTiWvi^ejd%iX*vSCe?tRw zrkwDFzY>U3wljdheW05BtuDo8eQ69^;iaFYB3+4`wWnxqsU^_ygu9&UCHF#VK-G=( zi%FaNUv?>EXXoM9AB>C`mk$I5dEdsplwnBvu=Ge!XqVa;U7*MXUb98U$gogIto8Kt z=olNbcxB)C-2@bRkJWw1Mn(B)`*8b;k3#jJn+DCn|LlGMb~RFnmepv7>cb+T3!E!Y zo&Ka|QW3NW1XPF%Z#f1yc`Tp_)S51Je>yZvxZm2`Os4G#ZygsS05*efGxl`nwaKg2 zC;2^-&ig;fGag$Y#2&6MAh+nEj-54Sz}-|T<;}+b!_;>MHTgvS{uKe0CemwE6qJr2 zMVg9&NQsKlA#|j7LQO;jRGNbH5)lEBUPBK(^hoan2mvC2&;o=MUhX?{@7&MNmwjeu z&)KuT)(*PhXfLfMKfM|Q)B4F29Yshqw1(mW+}^oYKGWl|${T7`J?1A6%F!*fFO}fQ zuEEc#m+$v<-L7%FfjY7tfJ+(BG^%9$VnqHvBem&S*gk{2vT(^jpW@+~8$4?8h z@t7G}Cm<@^k6=sEbxf_nM-^~?^8laq<4jo8>ZY4LA^vgVTc0f_;v zaMZO)o#`!+xgzT_P>7QJ0d*%4JzQ(BO1&VZB(yCwH96|&m$~jhDP8-e&=Q-_AlMQ+ z>R{&lU^j2-Js{aI(7!0_i^DBSt&pa#T4m5b9nHEJK=@{~ShxOF8U;lgOD#2ZKi1qY zZjWX9L)(HclmpKpS+#R~`I~ zWRt|RUW~@dAbc7WyvV;X)Oas>B`+`U8Z^Z0?}(hJZC|gUTnRvbS;bX-xwdag@udxV z|2X$7#-h3Fwn{RqahbVmXrR#kmAz*r5;*}zqTQ`+S+s$9M6HMzTQp{2lhX{)wDC&9 zU)=+JQ21a%(bNN5s()+oEBY(6OGQuyOvCN2kCfGWptg>-V5FwWH>X_71QBKymJsVZ zNVM}U2FC#Z6Z1PE|9F3#q0Y8ZqBob1hbt&0x)4Hv{ojCm6FMi(ijt^WeYnhx9grFZ zd({4Fql-Q;|7h2qZSF%4lhf^~x=)OZ>eQ&@!QMvsjqT3_4VSta*X=(WZW>@!NC&u#(mk6tm(Kxf={b*gG z{Uj=2jbe$W+Pz$n-Pz!w>zBC{_8%mPp%;#_oWKnz=C<7(Cg_YE;b+_`C=@R8{xrhj z0c49%+Y!Ki6y^LQ8BNPUUwtTaB#?f#uSrdj0yQpZ1fPXJ{w0UdcNMqNOAFId;xJ4= zYz*9%Hkzp&4;A{Dr04Xozx;q(w3CZoq`qZL6RPkp8C0QX8O_xm%j>JT7b%9vXVe^> zq_w>(nJT@{Ei;m>v7Ki9)>KDF=TX6wJ{PbPKZlq{&v|N+aVY%p+2(PXr}5(VOMRER zb?O>ldIov7YfJ}C(CksZ^P!D@19Jd17VEdnoJ?B-i?Ka-r?0oFud!P912>QiV#2 zn_lmzp&v7Lf?qrHPAfcPc7T$*&K&%vmbXf zEGg5=xA+6AA|v4}on2c2-OEyX9(?Cif4=oV`(M1&HeIv z6V%z^M&Qwe8QB9+iuCqIb-b*Ym#&*7`SFz6j!YC8w3CpCv%JM%f>8Y&&n@SRdE2YJ zH0D#bI_O}kR2@(~UGk5}IMLEtnPax-XNsB;QO{^}krO(N(H|^W(}5kU@9J*hH*4Wb zLE}q7SOd%f#6qJD`{yTQ3w5@{AMSi;1k31)ExE2Qvg?$Z6|glu+iS43UBCmX+HPxT zdq=ueQi7-sM+nP#HB%Lv4-!<}+ZoW4Az=n)ud&Om!emRMa>*ygbbuQyCq*d=PaEZm zd3n_jx>2t=R$BI~gczV=3E7oJP)eNo35l^h^ogX(SEq$?U7vx(oK+K0(6FJ9CVkQa znM`N!f?w#2?tG(1nh$5{q87iau`D5cnIo_dd?`^_+0K9|b32(0&2xP=q-s(OYQa*| zR6n;vIz)OkbTCCeK~$x^4eJlJ=Z_oXD=<@A3L>#gZ|kCm@invYHQPJDB`!~T$SNSW z^0lTgxqU-J=w+hNLnksAP#J^R{c7de>Rv(Hf7=|ilElT$HTR`X!oAC5D^fa_Hagzs z3$i&5Et(i#vCuAJ1|AC>H--L65h?o+kot6S2b6; zPgZ}0B<$XAzt|^{3$OP)=-7A+MFrg6#My(Pk{{vOZdFR~Hpeu}m{KS7*(}g1K$iDY z`F^s#@F#isv8i$CtgiL_aYe=Dw3l3OPoEiE!+z>j7@kHM6#;YV@93q?RZmJ#v|Y~1 z>td9o(s{-@eI$R(9}wrE2Oe&29yO|(kTj2lmQm9;Cws?G2Pq!&izBNAdiVcVviDaqEW z>ywe`GueosUT!H>8+#R(7b|252_n6-?*-nT*p37>kkFGqU#R6tL;0ult z++`W&4R;ADZ8`UHBaz1pOR$p}x+#TF$X_f63OcP=-Zs4cK)MBp8DG9DvYSp{LR{F?xFOo#5}~7XMTii=vY-|-ZC}bcBj?~ z)wa(8Jbpi%@nAYoXu%T{iWfMdlxVU%w7Y3XSP?RQ`^p~HLbVOW4R7FIhsJuC24|Il z>VgNto_UFl2wqu1Lsn(BzX8KW|2S7h0;##W%}Re^VI?%Y*;(pAlBh)a-TnA%hrL8y ziGY$`@}KbLBa0M*dH8Av@FV@uRIEpv7Fchlpo=yaTM-3`H<2)2tR9&9CHi}JnM#}W z6L3czwFaW-0Bqq(+gLDd5Ly!>94>nph35pQ_$%lSz$l|Y{Bo|Av8HNp!E)y;lkIUP z1oIWRkj0}oPa5BdboUAdbatOe6N(C%lxl!j?r@?&UnH%3O0#flqXfFkMeZ3#v`Dwg zOOsZ>5Qh>g^jeP`f-NF{G*0Q4>M6jX!CZLpuubf+>%71AG5-Kc@Yei`7WX>Sv_B)A zQT^tLN1pSwjz-E{>BT_EK?=O{1p6y-+EkX*X(C+Hr6D}{QQ%g_I%-%_iA2MG9Q*Uy zqQxOkNY!^}Yv^SkoYqEri8h3(aadb54TIy-BthA6I*B>eI#A5P%G;ZUZ>gKAn)NZ1 zH%K1?Vsug(RQ?IsR(2yFqgDKVXb*s%S|>VgrM(3*Pf^g?CLJquR;AVe8*> zBkKxtbI=Jb*fT#>6Ow zt0a}e$;DX@og+Y1Gof+tVR-f71RLz=0xQxgm7j&3VElo6zR5B9wr7V~2teS9H~KfL zHdS8brgeAo$f08=6K=5G-rBDw95)SsL-&DDu}ud;dH7?v!47mxtbf~M`=<57Uny;& zFGMIcVlX16HvDK3P5R?8*V4aqB=V3s_Y=IL871SePq@`A^vFa+OT>7UqsKysCur>; z@x%~c?NStTPlDp;^ny@FF?CpZC&Bh#+k!^V(O{M;^6N`dDPR4tmT*b1gF$4&X)AFH5 zEM#H@CG)Mx+xP=SDn6t0p4d(6M9pz@Rk_3K${&??zWo(z#08aU^j%7o0=ahO)B5u( zgOkGke0~;r+tJC(J$zAdv8i9Yb;v6mm-3wz=}tYhzzaYRS%8GD`f;?B1_U4UDH7wR z{|oGic7Zh<3unzMOxL^Xa?=ZkQkd$;0)qan>4t6*;rNkeLM@b3apovHjuilt*>w_L zaC7m@t&Tli=UCMEjpzmGx_o;uoaG@D?g0_0D?&2;_0LV%8GH=z;;S;@LrAeDxMn?v+ewBXh}`XSro&btB>u z;vO3j9ua}!;V3Wbcf$q;tyGCBbQs0W_I|k3Yz4nYSD;r%C#l|M^x`~m#FM-NhiB?DlLG=LPFpzr%iBY^L#b88ftsyeog$5KGksLn!XKw68 zfGrh1;491z!s{hQ9bc*{qJy+(U1mMn8n!v{zV~;ZYp|=v`tPZ!r_K4XVc30Rizc;|ar8JL-pFM0@ZCpiD7Ef} z#b7Y(Q&41p2%E18ed`d*XaSOajAurFz3bV_B12g1v~{TZW_7cO%Nvt&Gxp~}@VNW{ zf9+Tk>AEAmv@S;$z3|RAFOxQ!FG@u20Lg#u_%w9|{A#%@8TLHG-?y=i|LWRFv_ZP1 zfxN-yt#$>R{J&nlURnULPGg2pod$2a{!oNlozrmPe6V3Aq@!tj^IE5<9DUKo&kmmx z5}S6ERlF(PS5$)sfPBi9t}ZNL{QUnS4H0BEG`xO9QDXOV&Iu67JY_r5QOI+i(<#JgU<+wXei5-oWLRsOCpXy5Nk{FS{|(COfIM#E+{FSx;$rc=I_ zO5py&=*!e;sd$}#5SiWjD=GdG{7VkM} z3eM*VTt~rkSW)dZ6~F`;GiPv<pdlRh<CDv3B6&M5jNKBfW2O^b)aR% znAp@`oTP*f>yox=*^E^av2`|76Biek!~u9hj8BJ`@khbIdB=B2E7YFHk=>Yn{Eus!r03U;M}29vpvXIYKp_QM+%Yd;F(K_AYLFr;f?l zqEmi(d+-5SrzqnWAnihfaBI!;uaCwMhH;;h{BPTSrn(0EkCSuX@OwsUB)ezy@fZqT z2#bLXXs94fZdpB8@lS&~zNchd2QvgG2ujZy+*699XFJhVHAJZ&HpV3NIH$$$aVIZ$ zc#-Uafk0DB7q6|#=)&2RYE^5W8{sj>Le&BA(ko1it{HopD*=~t9yf1qZ`*(f_QpB$kQ<0`G9#dt<)ZJ|x@EBUMzgsIx->?iMirq`Ndsdq#8pR|IRf)B z^I`Otf)__Jv?3_G_yUXyf^swP-et?)qTh}9llf zjt{bqeyvze2+r&xej9b!eK&kC z9s*^hrIPqC{TGoy-q7%kxP%yr^gdIrXwV%T_LkI`$E4bsqYzxNE$@jd^_ z^rTpt`Zl^5J$1_7z0V?^c^WB|%utv8M~7RYw@Z{&?@O1En9XQ*$*U>`^?h z|1MZNQa%Nzg&#XZx08#x6rBU}NiGxz+gp+)VsdQ$r#~$o-@mM11`Ja7TmAL$&hyih z5V`!rN^;h{Tsc^Kg=O_rf}rLavH%`^oC|0~fsHzGvuoNr5j*VAv;{G*{Nli?dt7XE z`#0PMy0&YttR()>zyD%t>%nK47lY@e08{YPEmsvS+;%*=yogrc)R{+#-lgeEXa1{- z_~tFg=aI3B`B|M?zjn9k1WUS&fQSE$4&MOq9z;cU2y3!0tNy;Qkp2R#y<{XOq)nY@ z*N>o=nB%K^FupR46T2|wzIL(w*%2H{gwy6wZM)*vS{k%|42qr5Eltr0XAxPB65-hH z(8FE1(3K1x_k-=MRXQ>{f%^{4m}qIAFa4B}ynbCh@*s^j~(RVz^Fy zC|jfCAdAd_vprhMssvTJ!VNoWKnPXa$w<}11~0IU!*kVq?&D8WPcIHl@qmVB#PYoc zuE}P*$`<`Y(2XfTJ)Ii!U~9ym2vRJf$~iYgv}J2(>#DvTpV!L@*R6k)l!7}eelc3K zxxvf;H++C*NFiyQ6=(nNM9RGye1WEjaWMn5uX_6;(6%Cf}@xZc}oK?vROe@{*hj zm5E^t<;|9#+GQnc3v(J^=9L!G)U-w&<`}hY>9_I0uuJu%y^%mw!qGZum6t?Kw#?hg{uMYu0NP;7&EA;@bFzp_=h1@C4ymvDO}Be_d$ZmYxC<%XdK~K z zvMTRcEYF-BV&=nRMr7i18Rh>75yuVXLBQhuwPDWNJrHpCI2YZX!Wph~otF9TI=Vxh+|~IX@&`$uPeqa63&VW^r6cbW6JpD84bO($@ALhI15 zzu>~Bp*uE6)>Eu;WRJ1Yn~k)MDtTe?nsMb$77f2Go|%PNgO%66!gat8&wjZJs%|S8 z!>zod@7b*OX@)Q?CWuP z=;2`?SuB^rAwa7X38@Rpbe1|)6F;(AfqPKrEW&SPZ`yUV^yEnb)Em)2twVBixenFH z;*MfT)6&3~q^8jI&U>n1b}%93CYjGFci42IWx%yj_r0UyaQ8u7Ia^F|^4JJ($s7Lg zqZsEPn~CvJn=mc%On+CNG(gi&xn)ol;qvM_=tWxcDr=lgYRHFqp@w90PQ1xD_?cPC zhHk|-9ZXm^fnoSsnS6$!zy$*fH@Dw@f{(WkIj%g)gZ15DeqR&B2nR|(F?}a{8NlKp zjLez#*w5L2GwbwCjDw95#PjW#$3@1crhOnP3VMQs+MrLIp}a#xNXFlcac3>`w~4vi z(!0SgC>(D3LFQHvlEF0d6@wg;Olh{w|K?~3OGmrRrx!cV2aR`jLa{(RkN5pebrjHe zFQhM+V1dd}*;2afMHgTR=wNREsV90u(DL8xZ{?IX^jcMGm%|(EK(D5AsUcU_`^YNdengOX3 zgt397%H|dn4}$yD`R3M!Xe^pc`95|L!QG0F=d~ z2I8r%?aObHPkvFvNLG;tC+!NWDdzhA>r164j}CKz;c8*iho1>*d<}aE7%@PDjDMIN zoAu1A_Acz@9fx15fu`}Z8*RI0q3ejVp|&%y=4Bz32CmsVZ3BFUfhY-?FLVd zNaUK!`>`RG1+@<-HQMuZirU#B$|Dad`i|H%c{EZF#{U9vz&7GVATnqBTo%oqWdH*` zf2~!GEgk`NYI4zbD3nV5!C@>p?P-cp#nIW?Q5TF*^C$?V6qN3-6Xg8t)Yh@Os(2Ja zI%EnQTo0(X{et4rZ7Ux75zF`QX$vwSb3ltEuZ$6ziq-G|;R!ueSyhIGS zHjo-|(E9>+te9WshW__N&I&HKGy&uY9I?^H+vd#xy8MWY@tv($KTjW4!i& zCt_xkd7bmwuTC+EN4h@6Y%93G$(YOzd16;_lniYSb5v6Vbwa5Vv(?Gt&RtJ)B4pC6 z=8gxqS?Rr_36DPz{sc_fUs zg&rqDu{^G2@H-HP480QLArN67xUAbIikNWS$#x3ese{c#b6Mc0Cc%c+jTC^i{bmf! zPhfpM9IU47sCLJ`pxzhfI^PIxF0*R#p~!2yrMmB4@hE9+SR6kXL51h#4QZS$^H^1p zXsv77=eG&e(h@nOA;=B)6C1eO*XE<{X?}d(;3qfm2#q}e-VH_-0sVfSfK6lypyQSf zFgo>m?=JZE;U2f!eE@ofx)7N-4}^twwoxZQK{KDqtm>Agq!5$QA<6wL`uBU{VVR)n zE8rxH^BX*=DP&eEka8~DNI;Tss={@_e%$ecA^F^PIl3Tk+97>tm&{;Z!i8EZyl^}` za);-%`uoG@Zr(-LW5eT*8Bv_%@xLy8Jc{A`Z3SbuK`W@3@c9|E718fLF)Uod$Pgg>eF`Me?j>Nh5~P$+e&A zYdk83JkL4ed-M-~-;ZWalI!z}r^$8b=3mME46tXsk-X%xsdvzS&@RMuYy^A5Enp z+2yTBG>d=Vno@#4i=NioNMa~v4oB#^;D4XEgOn?h2FV>KVoV)_>i{ta0x_+Re~xZ? zTP_tyN=P4ACEa&(ITpIXmW4&LV;Np2L~*TinFa*MTkW_WM4WmnpT04B&1bBnB0b#v zt<0+I=ExTHo}|o?6`ZbqOcUK1r8rJMmd%>hEE98B**82Ofg2PWWNO9=lGY0`MQ3|_ zuW6{-kVeQ*Ug|)RcsH|xP5Rq_c%{tOcE$VAe0}WKI)&MUi&)7Y*aM zNm9)!OLt+38K@K(CFtDI1-U$~V$)}Mf;9gQ;vEP}EBYMrdet@z{{5hR^S!`* z9ZHQqyRDraht1}jP8>Sp?5?J7{`1g5#8MZSmLIx^dF_&??r?XaUW6V(!` zvU5Us0M@bO-ci`@>75(Gy9t1Y_F6*u#>tw4V#UvFtK&=M=}o^+b6b?7!{$aOcL5AvK^O#L1@y3Vt18f^8M z7%C*Wzppq(Xhx<9A+dMDTe9XLke@j{D7~Zr>%-GkVvAD(!hQK6-wlv@MN-&yKvVHS zim%x#6a4mb7)t=@mf;In5>9)_NTu0%V&|2POQQ0g5iTGr<)1X6x#4MSy##V=$dO>L zB5iH*Y9rhs<~W7UcqiPtI4y?z%vg!o_N!9TL2mm7Re0O<*yfmP8{mSGkAB8`jt=jHdKyCo6JI?MAdvJy zvxHcD`{e1Goy>IHVCTsGqoR~xvy4AytV4x+=TEOJxK)1!sxVPzg^@X(}F-|Pv-`Kz1R^MLF5GkPjSgf^Dp3D)Xyrtn*_CIk$V!_0nADx4GpQka3 zh}&OfSSL=DZ=*5MfrUSOW#wkTjkldS*Dig#S zY^%PLydu>WntnxjBxVdz2cN44iB~Jq)`M%bXz=69QG^KxD0_85_Q#6|Mr+ z`44?M(D?G|@a;Rj;N-K}(}NW|*(KGu!3CT>Pw7VI`$_I8GI$v2^Z@>dfmL&5G6y88odpoOpn6?lI=dkDK>vQS;FYd}yhc z;1*SMFu1k^eU}IayWOW>R6uyY$W_bwiATqM`sKBE)u-^mg{#fh2XA)Dv&ME_@ua^o zRHfpGsjE;&pN#LN8HbUWxHqqyzIqYf!a^o#K5CDZJR6M#R7Un(gV$`8N(iLCL?q^F zliXnFThH5*`dfN^=tH@fbOcl3IT`XkMf$GN;J!$HgbU~gvCZvK4nhA?#uc_AM`Etn z_+D$qr<4puz7&ytd&t(i$FCxYy@WT&r!Ufml$ptIXt*GyP1Yvw_!jWP#>W@r^MC<0 ze+{-ud1peqjW)Ay7=IvS26V7md)BLa^c)e;12q-puJH9QYu79NtI%2die~F2Qp~dK z8jC4jP(;O?^dXn2+0s{a4f1=gcy5xz1eh51KKr|Mjh~o|IUM-W?Wz;$3JX+chVhJ< z!j+plmC>L>dHpA&ozqP5a{-%`SYr|9r5e+^Otn`zc|#H3l>OpJpTl;wB~@_xDnht% z)-fkTyFy6scc6UwODolAiIUaf-~SFTDdjH;INoCZ{qlCX0NJ3Z)wr+#gEnV!S6`Ee}{>F@DL6T(+2zEYny0UAFmFKT7YR%s>#J5h|M5@G4KQJa# zS-bU|wN90temXW6BLqD3x~;K^XY9fdSE zR}E?)CK82C*OnJ&RN}Ge7XeQjJs~fOkaF`o20*W$ zA&ApAJ!h}v?g<~@SjYMzDI;*MB(1O2ew=Kv;;nk z^Zec`roHmcBk)Z~er70Wx2xzw3tOgZ$H$$|n1B|9Y3jTe>>k=xm7F#|58YGKsQM_GlSa@n! zl2TI6A8XitGVC`~$FG_-_^?*C8j9fvbO@#M59pcAYvCnEgFBER1jigfbqX=? zP*;Z0dEUINIst{&uM<~YM?XCJTnYW~u3N0l{!B9zeZe#!fO@98UwwSz(vv5bMclu# zcwT!<&)H+9GYKuBx>$IWOqthB{>iB~FY(9;n6P5Jn{Z!9fA&JB=r!#dp>1hOw2cKq zv&?b$0kth9?fs!uP~&lK=t$$n62WT2u<4B}XTAN))tiSu#CY(5P1(`Xjw{2SZi&}e zrD|9SqhA~zCeP=T^pswDFmGSkc>lsy;vL&3)*QWu?%X_vd(WIU9MeWQqzwG|j0IcK z+2W8ej3^-pdt3>2UyT1=?_S$G^H&>)+&$n3>5`w(R(04u%r@=*D8?A{K!ejhub-dM zDm$>Y{-VEnN=#G^x^61NYYU9mU#b;-Hm7bScX>_#XB0VdU*^NvBu)9XXUmreQ%O1g zv}e7iOC-*{XTFbyBYtDzC!O;Bxnx!q`ywvswQOiVi?l)9XfxY)Pzd92`CV8OeBHH0 zOhRabQ6TuB@LP82yZuMeX#Mr$UjhRBQFhtcNf#j+_abs*S6`gA@B6zt+_oO4M=diE(|HD&0UgS z2g67i)ecQLs?ySi`rj4)#$#P{=dxOIl0~0{|Ma`@8a|A8blYp_Ks5d9$U3Hfu81L- zF=XL6v=sF%fp!+9F`d9A%Th3?hhacRQcuA(WW_+RVu>2#&n z#!6zIvBA!enoBat#t}Ub> zw%ZnSn~iKC7e9=oA$yc@I#+9|`3IZvS=-!A7v`RzZuI;;klLS-KDjrU8Vht@r_<|#v5oDWmJ#v2{ylo zNkN0JqLvQJaW{8O;7?g%4Ar=VDl9P@2$)vu2si#VTcwWz z?6Tw~x&%Q10T0X}yuml>h6e>hdUr#HR{ zZsrPpbsRNuug(@&ImthMCP5;t+CHs7Ds_HqiN`!1V<7Her**e73ZfA$RrG?gOOG7^y3na_gu+g^sdlD(Bdf zoB}d_9xU;o>tw!KHM(B320c0U@$=r~uS-f@?9a|Y_Gh2xf13rDRiHSpN@8X+`S)5E z7Ts8hcmfCHuZ*b~ez1ME`q;WlnBq)n^8onw!zgK&GD9xej*3y)AN%ybsgZlx# zSo5cuk9;51U-_pr(KSR7hw94ssKnX+0ri|IHVlv5b~G6m^>Lgz`!gJT>)^?H;x|xq zf7lpCHrqBt?KAZLjMM!Z_t&1E{qFY(e0w~2f#l%;;SCp2Htg1MIXU*Ad0 zb)l?0w`Ol9`#qu-wzVaHDSE+oHU0&_hcTBf&q|74`OFh}_%`SRyQrx~#4_Utj9%|c zoK``;8|>YKv4q1zPLN%I{Y<|o@c4F)zzbsy4DObc@kg`ASlF9rGhL^ypi)jfLE|^1 zd3h;;z`^QAh8LXa(`@yN?ltdqO6@5dvf6ir%?$7Tj)!-1J-*LNOQk!c`6dP zsdD3B?o;Hebm79|lCZeWI2&<;v?dFISI)pkAz$Wt=%*pP{a%+a{^=b=m+x4!RXv0- zVSYKycd^H)_(|R?-0(uR)T;NaFbS}a@&yO?+hJ=O zNxTUPES+7z#n_wui`mOYcbhn7U*`5T0N2Er>phq*Ap+3OLCensgegQxf1Q9C_?ij@ zf6BO;3fE&wCiVAwsZ_t!7;(Gepj3Q1FIx zJCYKMd?w)aJbsho_(k)oee$_VRz-%RNF#47Y$ zh^FW+-CJfI_gSb@IiT$1oLl)nZ;WzLfUOxP*LC>l zP2_G{FE(w+*)DCJAd9xVN0qOaq)LId0&5~Z+UW*x+cIIu?UE_gt;}n^{gw>y7 z!}l?DR&2Q^jnqDU4oXOT<7MZ=PY0{p9b3P&QeLGjek%JS(G@<*yQ0_h(gUX*h7pQQq!`kAtafLsDUh2k3s3>P~rFi9~RWDnOqU6^?fr(@6d=3wFl3P7M`L z_0aqTNu>sz&K=0kpK^0Asue~CnJ@L)O%(9lO4*U{fpzbfD!gWSMp`0m*Ty=A2`iHk|6I^oUE^I_#6*C{uJ=^=FR;7 zFrvw-;{4?XOnaMF2Y;KvUTU%keRq_HbSTfksXV8zP9!9;5gN+Q z!#waS?6bDhifkNUDsrTqf6z$V=P*~1g%mZuTTz$tBzJ5Y(B3ld^_2ErplWv;>4R#n zuv`Bc9Mt+Ilr0U;r*p^QhL{)~Uu(_RFM?~%mFNhQ^=}lcaYvDFk5L14mSy>HI18-m znQi>Lr)KplxAm#CCw?9&1ZUX#=f#(Bf7(pgm0xvGuV8xG?}6ksc&^49gqdaDzI=Y@ zd1}n?2Q}~19++H`$rx``v23pqRTv(`m{b4Ph%&zvbWKU)A!Ptij#?CXZb>3AN4EI(OiJ;ev^yg-`PvTr1jt zDp(nFA`|09$=7m!)~^%CTrcF0A3quSQg=|*@-u3IKt~#j`zH%ebB&;jr$n zw(gm)EadT>F3jj{u(HD39vr=2UZP{(#a ztA-S9mm0N2BJB(8?MDIh)7ONU4SqM!244SOQC&Zn*`{CcdwgZ}UFr99vrl_QeL_MU z6EpEhMU8o9R}cXD?hcJKAaz&YzmwhKy+tnM>O6of@gi$$Z)f{pS4OVhm3t=*uK1Gb z($NIwUbbPXYm`#mg=aCic;L4y@^iO%?sdy?Gm593T^aX;nzXn416eC%TNA5=4*)-o z(&nfd<2#*mFC?Zko_QRLVSiS5zmX}D+eEzF{@qQ{alz|g9t+2|HAf&n3OQ0taB`jG z2iDXz;i0^$d&e%S>zam?jXc!f=BjVx2E&A5Eh(9tf@EKCYT~c7fGCeEOx?z~Cq7v{ z>{n$(`0G6ImG_6ffqOr`0Ei0>&heRNOnL8KPLq5s3Jq*<@O1gDv)89q5ysi#;%$zu zzNqCn^JNh(^{n3!wxS~+`^{RJt^%JS#>@&BueP1(M|5oJPyEvmMCai;?sh5MA*rwwKK9=Qiy50BE#?|8#FeWje z)+)L#+McB7Ux=6I-Ih25ftLMtb@q&Og~2G53is}z=9pCsnHJ{*gz}V6O`5hg1KLch z7@@O7e(j}Qz>xU^9@Gf+inO_9wDWat+rOpLa&E(k-ZJKe(B)r8=P)x%@gB`s6tB`)r#@4a?;ihMzI z@tK^QY4H*}ufc-csf!;pOg|yq)8p#g&`%ZFWtYAnEApGD!UO2a<>{{4CiNlX#J8%U zwzwnerT{2r=uW8WRL_iU(7#1Zo1r_H-Q5MyN{x=^Q>ZIPgRlt?^*;bUSTGbs){v$h zbK_6;E-$n$bA(us??N+)!W<*-}Xw)|92MteqSBDx-<&5A4Ew%orm2MGC{=9dG)SN zYk76g>1k-;V~*`{Q9%1?A&#fP$7x_~$ETff@8Uae>z^%NBxa?^mG3KcKKPI^ zO8!u?cjkWtBay zMd{UV%X`6c6eo~|Pf-fS*B0+R|Myw`#4pOp3eMii@YGMZ}*mp+1qQqgb(u zc0i1Jtkqfi6DDcaKMe-n1-J9;uvxYDLwSLvr|j21KdKhJblOIVe-QO1R*rpRiF(y( zECE&l$c!jZ74Y7gb;gWsEp-A5sl1F!!57PMiS0+&niJceJ9p>9Z`z4#AlsRsi9T67 zI+OLp%DTNZhpc&_cmm~6O!=(DZ?_rfRiIJI07Z~>El()oVK25X4KC}Jz!IH|mFP&( zZKhd!#Ao@@{U=&0`D4#D#J%Lfvi{=be3~K+-^Jd9^c#5yNC|P$edhWh6}2BDd^dOC zJb(h)K+}kI@l(VVR)ux8N7@;50gQU=$x589?~YIr*1QiDqKqR- zs+4oNs zTFj3xJT&T1)pEP-;Cw>=WKg*y6_irJSN0{paF7|anm*d^?XpF>^g;|*FpP4<#plBL z%h|@scgls!Pv643)9U%xy=x@|>!&y=_`>2hFv&idjQ97&H?D}3x5JzkBSz_=oxog+ zkAR%C$ZbnFs8yi6M}4$Az+$4&Sidz`bl<)q*NCcE9E%fKw*${|hV7?i$zooM8HfAR zH3);kM&6m;ZR^}~?jW_Zz5#K?L)G_9@CE~qGoBCUIfw}q0fLB&B#aQHb{Ao2ip|rIR?RbMXJ@Yte$nR)NwQLE4u>2-Yls8HD z*Z#kIny&8a1CsW9SU9`BufkO$Tl`d!MU<{3mrkcL>lG8*`=0gj1Mm4qJo~lSjyKr8 zOTSd(1Kl`j^A3yZS02K@e5aKs7Ym9aW45l@D|zr_z0e`Zgv6(eh{2I`eqasxLEwEIzKX%Rhxh3|Z>GGmG(Ux@`O_*1?g_zSzx;tHp(W z@fk|1THs#8;UpRplNQ$jDqM;Ho>4^PZkD`oTvIFoYd2iyz8e2)az1Z&U#Dw@Hjw*W z3pM!3Fj2%M-rF&qFP_=iqJZrZsK60Er#N6&hLj_gd=t1yVsg%W_e@R{ck%zYs#axlhBy0Mj0Dl4T&FtZ-mP7vrLP7e%F1G`XHV8N=pj$ z=fP@@8=-sV7{2;v;ejdGta$3{?((l^Zr^i8j8FS&2QnAg623&;Eor-?enewDu5fF& zNZ@2n{~o7;hF*fEzx^Mg-hwTTu89^+LV(~QxF1i}B53x#)GIfmjP6Fgz#;7?Y+K!`aZ1PDf5Ifcdb@*vTXt!SEW3(A zX`qS-9F%0uNS8^|y!?<%s4y*mCt0NGuA9 z>hrbJYbN`SpY(c<&zSmP+~07%W!+%Iq;wg=|4V56;K=Mi6ldgPjt^;L)t7EEheA=Mw6rT(%(Umh^rpSN6d+fKzRG#t7uGh>!B=2(z zy!f3GfTNrCeb&`&Dy()q?CR9xz53tvK)O4$u7UM2QGQsvu+E-PbVWzKq^C~1+-ho( zbAqS{hyzzd3Ek2r>xWA55|`wij|Q4HU3A_V9>z=8K$-DcW{Wk=9!5-u)jejC)hUDq zyPhNOQ@T^BV=fCuz`IEoWsS~d?5MLuK22-P7vmdjIt^lr`OlvN+zzW;nI92fKl`BJ z;vDxfsw?|dzgk}FJaHXj)SpbutI<2YLO^2LY{hMEcdkfMZYL-JlK{XXctO2Y#`Uv>ck(&H$D?_(pP=L(kAwv|iCx?v7 zXcM0`;s{WIpTgr;&Iw?^wzF5AWWe@sb!x=wKzk>e`d&r%qckLpf~8G6XxUu$fSnZZ zt>)vpQ0oWzP6*PZj(|)^yVs`ng23aKgsH{@C3S4NF7~K0=H8iAH5td~hTk8gj5~6Y z3%90s3Yr=%u%|DbA~@@BdB|XkviYAMMnd=B9?ZrVRPcm~<&;{Fok7hzAJU}O2S@-Q z!y`bl;Ys$bQ9$?+@a9LfZg>gaSoa25+fV%%hQt7Bn6G-Uf%mUc^qd3LKIWbL@IIq{+=$G9Fv^;jBCJ>fs@BmG{( zlVjNtWBzi*vBl^?7$`}~CbK2gv}VSy&m9+?B{!22=!TnpFxNO;#l`?XBVK+7)cey! zUm-+Tcdh`9hw<_q`#ctkl#?Gekp7D*+wupF^4P@_UQ7R^GYg#F4Ikt|tXT&2dy9fEDA4x}s~WyN=}~S5V_&nnr{B1$>=z z|FFfJgjoOJF~!5A1KiZ&zvu?0D3*&3q;>;(6XbFj!pA~;5&*U$*T2S_>~$J7WUIxg z44=aPZKXNJnOidYzC22YK+HFTl1T^9_D~0ilxhBOS~9KOLkoPFji%IX+x6d8uQ!E7 zh5WAhpZ}yIlsS~y0zXg?Cs8SQq^yOAS6`%VN^_6q4dk^Dh>w&7OF!B#9&(ZZvy^ZN zDibXaW^DwbuIm_A*RW4ux_4hJXKx1UwTXJ#Z5BsO4$v~KRsxEo2qAQ94~(tT@6Y$= zV||)Wo=T7LTzzzVzI!Ctf7{hauwm}8OXmMgUaCJ_Q~yi6?(#c7Le@#o9JKPHGJKxo z{$Rm_+kL*7R=fTa7e5bKdx$=q?9j{0F0k6k2r0>iERai(AS}yk*Ko(J&~V;sR)K8; zh5zMT*xLz%@}y8 z@orH%`jj~?n}ImgmUDJrd*@gVk_C1-UJg4A*~)$mgxq)L?r(Kux#~&{^JJ*0jE@1TD`XjOoS=x5pEOKlkxMjqTl0!q z56wfmzOT1agZDv=x+6JFimz-kJ({3{q|0hXQ+2~*HOqo*hnxFHwr|iWsAQ8MDX>!u zL4{aAA685df6+MPSIne0`)m@zWS2Sc01Qs_{0lyKq0g?ge+r+Z)#-6RhK)lRr_c@9 z?kVbO{9aX`S~xlVP*H&e$a$>M_8Tjz(SDqGxSth|w>%y=0m^@RAO!SpghzXY32Ow(89Lzd|{L6*t(A{1nx`=ObRWv*ouLMCuB^cHfqa3&O~xThBw z2O0c!D1o`Ac?oPHB#h;__HKLW&ck=<9(T7~L`g}YQvDKFLW$nlyeGvl`cAC^Hp+Tp zn{hLKx6i%gm7@E>`+9ZIVWL+5kNXIG3jWm>rc|I@{qQ1I)u7MWde|%8D>^NpS9j7U z%DZ$G>n++O1Nh}knxI6Ek6|%o{}Dy5wHlqQ-3f(r#e-VU20tjXzA32z0%*+Ru`3j&9o-q4LQh*b)W3{9AqJ@IX*h|wNj(Q`vP;m+y zBNbum!fy`?U<{i=^+E-L%2h{ISwDV`Kf&$4A*nNG24Tjc)fd37NQS7xcb98VVjwFKxAv97u(%S|82qxqstG49W$0WQ4T%V?Gd zKI@BVJdE6~NNcdwhc9txmOO&u$^wVw?A~(n0d@|=25Jm-0crsUKlJReAEitSSWp5r zi!rawM}%^vaa{HM(cB_%ie=NY2EoRFu^O^L~eUXed(|5zXPdbow{ksQHxB5AiI)(drc#Am$3S_g=Rb7n$yv!tB zAFCUBcIK-(P|92?fN|tqh^CvCw5GQ=aCE_+DK46ATesrd4jWO81#6i+If(uy{pDm= zc#0Q$W)J0jc@fv(+u>>|p(I6jYv27G+<@e2RrE=!tV>a4heNL8QWs5mRZC_`A7{dL z8l=dNRHKz{SmaK^dg3ctHY16@?Ag?z0;tBkqjeg=9Me`&ZaY&@1+b~IX!5r^VJ zOted)dbb2Rwmr$jZaUf>4PF!bM+k3$>K8@8odAs1HzL3?=FC2nM_Zf#YvBX z;3I;26mxHV?v9>o2gyz$LiD@fyh~(k_4PtYQc&YI9hia`=_(KgM`p@gyGE+ZKgo=p zaxOX6S9Slo9MDkV9Q-q4*1d3yD>GK`VV|>%KE8Tef_}zQ^{c?VTwNoWR-#ZpEYp^L zx8h4j;uoKcIOb)mlvw?K4#%?V(&bN(y5}4IxqB5z9}u>?@B7JjcL`!k#1TGwen8Ue zi~9Xhnv}_(k6bT@t{HkUltVmnudka?+Lzbrjow8$1k%~=xS{`6qCy4g&1PHfoSwaw z->tZRBS~;2s^cEpklBTSs2lUAt!_imCWyuFqIlDPD!sqrGS(L8`+vY~^x8ah|K-d2 zCsNu75ByE3wbBy|`PIU_DwG*!@Nn|WmqM5f9#~>4$qYu1-=vpmS>!}cX0a^0pQ*qw z?j)sl7`GW%e|iXC;M|bXS&+Bpx^8;CRPRr2n%QNUtJpg1{X4M|0m3lv#DqoKW#Yxr z0VM`dd#1#jYOLIQ*zOy6z#MX2X6t7N1AS)rM8oPW1^P=LBp>p67Aqcc*hPw%by9qpNsLj^wkxYJIKO!-I=Ep-+y2L`4DIXt94RgK_tLzAwX* zGPoT4pNR<|5&Dle^-AcWgTAiP+C2pogYweSSP)64)?CCx z4ftI*4l012l_$Zu4h{?;r~C#+Y9TC4dQe?S`)W55P`}VeIghef0+~7ElGhkN$i5b{ z$H`&D+b0Hw<+Z31&w+m%BS72cU?}0$ebipxIReV8a~b=;vKE(hVsH_09%*1jylG!% zxDJUGh{?*EhB`sRD??c<1H&%4_RmZpv zvlc#E@H81<|HilG|0@FjdPqW8M~8T6zcx{e7t6l5l;Eb(f}I!3VI?*!@0zblT>x|) z@vA=v-M6l*y1izbE15I+uru#kdO2OB zRet0f7+rDoB;{52b?b6+(~pQE!F!Ki{os22=Zj}bm5!PRYu1{b=qUHIG8A@hFyjn{ zsB;^_`q11vQRiXXU7=(C-w(ajM+aThg>a2iY}E5%P3M2GT4iQgBOz)jEqa@*Hn<6e zqqCoqbr2%cr6Lqkb9Blhw3m)vwWw>f2oOh>|KrCx!Jg(4g%$dxZW7E%*^;(j$O)LS zh*_keCcKcmkO-H{bJDxs01(XgtuMz%LDf8KDQeJwC}}KggSZNL4EUn2|JRoDi52m> zjQCqEQtEL4hF}+L9qn;W@=0~QzSPQ2g)9^n?UTY|Vka0`S`Dm=x37!ld+)O`YSIcA+NgE?Ktx7E9>lHM$p3(13a_ zix16+mQzh>1OD<6^nB))eT5^9G?}WG9TV&SShF@%M&I8|-zhVKW3Myri9-^qu-?$* z>Oa1YbT#i~9Vzz>-H)2zihiK@&&!3C09P*Z$QF*re2a73@EMblHPA?E#HzeZ)h3)Y z%O3wKt^@Q|{BrGToWAG%3DDezoDmmCuI9EVCn52lp{6yn=VjO{X0ASNz(H zzr@wLyqpw5UhZ8U0zBsVOs8)+Ib%oCi=~UO_H?#nr<*0|zn5js9}|@?xjQv%_{Qv0 z)Y+*YltqU|BR+sg7r5w#94EUl1rtCnoh=dK801!1bCE;yQ!dra9@Izx-N#8Ido+k| zB6f&=zheXYha^XDzw9gAVA?F!ETimBQarGc4)%tz4i1m7v_1?1=84LTrWbG{JHg{U z6#-=mDY%dQTIgksm&91v8}e-u?)Xj{Lg8-EmmM!m60B#2I;x3Zxm!By9O9cbLn&*3`W+Y|XU`~cUUw+WSDzq%9RD;_z)PbubeZqG{ork|gxB<8%`u5^CwS>< z5pYg#cQt-l%R}4G%#K!1J`n@IAn0&+e43R%3jghX!q)kR9PNE7%_G z`WJTtM_?vS<1~+6_(IZ{xu>S0svjWAF9JL+&C+P_*-^<6+qJ8)x7DHeu^5j5KUyVh zhsU@XdAy9b&E=`*_@&;57h_qg_B{F|waLjH$1$#LefbKH3@{g*)rv6>27I*g9{za! z`fAs|XzEuVdp@z#g{ZG)uo=W_a(x=O;C}M$*nsdw%_G+F}#VB z&+!WJ&sO|DmiI!x(m7||9g3p z4j-wT<<*&yIJ4s*O8$Mw^lO~k|Febe5Gy>1OTRVIXC!x!fv->P%EemI($q~BC8!ct z8ypgw9Pcp}4@{L9Yuw#dN%X1}1lR;Eue#KfL%`g84k+bdk($A*0KZyc{#?S)8h=0^ zxPsAQwdDf^v!6@|aAKGUs1( zrYE!o;GTLA9UUecjQl|wnmi83V@%{$Sr$|*I+Zr?=JblL6)YF;JcUfqZ_dMiX z3pJuJ6PzwZ6rFmyE?=p6*wpY(?(n^i1vy9LtY;OO<&u=bjn3m?dCUj7-Sz*1&b%L- zyPO-3R<{zjQbyG;&T!kl5aDn`3ngSv>IP>mx>|WNwK2khDfB^9@13#vK z?pVp=7AJ7k5HZ@lVj0ppox5RC=V3d%n+R3MO*Y;$1QXr-Z2PDqR8cLB*we8spxP6~ zyX7!mKb0t)PK7MrUMpu3oL4b-)h<`~?2vHsT`2;7Vt|^`{0_9%70capj)Sd_lO>sJ zU#QxFMk<#@gTkzLLXzP~hbfJObfSl3_Iu+?(Ze_W7Iedd;?vu8TZ zd#hef{);uP`)MlUmU0pW$bs``wfFW<^+z#h-MORvgW}%uTkyZ~L;)Fap4QB8`H}uZPYFf~R|FJ7KjiF5xpEOLD7X zx+5aqEbO6(%joODUvej&`tzg$vhK!bV}a6h$c$QFmY@4D%h;!(5teM@-EQo+!q#~T zK~|*ZB$dk|ccw+QTvbCwR%e9jH_L^Z9n<%&*9;&P?_9)w80LuTWlZsyuz&yLY)Pl3 z1(uKt%V4}UQTh}$Qi^NC!W{0)V`kFVZ3zD2E~ov^ZuJTfgWfH+e6LHy`L)qa@b|J= z|4&J$iyiCEAKe-0nCaW?SKr0gPW04*9#ZQjQsTjPA0a4SLf-EsA6{a0*>JhAU$L2! z-bi`o5w`DWucb;=f>gh9>05beDuUsw$TI|dxsxi_esLw)_NwkVk0aN#$ciUQp6yal zHqs&vU`Wg&x|H~hS3XwDd=%ZrI03qFzQHl-dmiYh6fG3XLhPM%r@sY%NPc!H=iS+H zHMl!n<@Ua3(b8^^JdtBXjcaOZ;+6=T$h*3yWn@It)YR1Ddr+CkNqV0s-bXU*ugr+3 zRl$yXSlIeQuAz-jbtbPdGU@u-Imc$isl_Z5d!#s)4K-~uafIb28+_COn|7C#I9(^3 z=7n#)8N&QaY_nc#ft&n$6i2^9Cwv`f*1v3Inctn-nx`gS9XHgsD@So!4sf_0`XLJQ zLWz3Ssqb}{NsZZ>2Nv2pAllI^3|mCa&QDe}94SuMlZjUZALv@}l`hjygWk~nZha^V zO}{cT;?^ILw6hscL&V8Jctzw~c}`Lav>wwS?d*HJ(wgaagSN8?hOH;ttv@C^9Ds3> z&D#|-Hpe$N5~Bc+Yqk-w<}*67*(&XZj;pkr`k#E-=qL*JNjW}?L`v$VyRa;SFF``( zsKHiEXxxjg^7b91dhMSYXXa>&=I-OP$$n(#8s0OV_DJve{frMfZTGs)39Z0YnJ4}s z;^Y&&&Be*_EtGme#kc_aWf_CRXr}lJgJuH~0HS7aSuLms4hkbH)m|-xMhB~WEeCtL z^pO?dR@!3T<+31!giHGD->?ocV&hDe2|{)VE*`RcJyBfn>Q zD06U~Z_jk~ArbIYi7QlY9X`$ zS#?IXEbuhc(<*mtnI1|~8tuH&G%!2%ewx!XxgQYEHE7|vg&-bu*O!rL4kQC zalKM!)kG9nJpE!fj1W6t+;AkuS%xsfzush>?|n}qD5-Y|w}ov*Caiw7R91o8qTtMg zP0kYmmFOQupy3px z>or^NBb9p75$mx3;PRU@gwN&KtK$9j0Kjnh3G70Z1JaY6r}{OGcLyMLpMh!*WccvH zbiDE4))m%QgO;n?+W2i&nx<6<&>K*l&9&kzo-R3nPj2Q3tGNIE3lQV9md9fo2u|@= z@<&eJqOWoPEL9r7^&fLTIYqGd;R*R1GwBhyR;lPD^CJw43?3+cjwg)nMZtCciHNL# zW90FG(Tl4}37r)wX#z{&gekpr3LP)Bqo>YRir7?r5Jk)SndI^&c6n_rP$s|>j03%V zFP(s;jd2vL=PyO1*VYJ4EcQK9tp~4%d`xSiosb#K+zF^=;6iq>yne=h2`3j5%wBV7R3>g7BgN{d9hJ~L=7FjNa6S8$MwG8D3rq&KC>9yN`DlykkJTMV>eo?lxH;_qS7TV8mR}uHU3xl zt5lNxZi6(CCZtXxX|){4Tn6}Ud=HsW--h)McnZi@LRxDY&FCg*+hVAH&h%3f3at;E zkQSK_EOg-OXZXu=5qB3d7VNK<;W;`kWk*`)3}?ucI*A27Xf&BIGx7K+AO>oVuN$nw z`gL#hTItwUquYw4tC%I;*M=vx#TqA5Q#wUS&!#v_Q8*LfurcX1G>VilfDdUI)t zwy(&_bFpgd_P53E#Hw3b4b4n}8oW}XC7LcQXx_zU7_yFQ%bn}S`*y60R*1ChW)a4X zUQL4ck}*p3=)cNjj1i3>+7a0n=lHz5i-0@P=vx>5&EMosS%ZY-&S4a|zg;i>NbOE_ zvqYsfzcsvIo8bD{p9go&{sR!gL>OTpmK6aD6weh7soM1Dj9rp7ezCWao!9r9-wPAM|cS-@DjOV;<$e7 zEcPv^v4+n`2PV(_0Zut2*wJyT{QH&NS&#BBGd|o2w6m{-CsjHuG>7?qp& zwi`sKBj|!}+vJ{mf7^YzkL+y@X3XWZ3o0o7#H5G$2MLM(XKr~D;feipwI`vU*T znbbKUKhv~$jRY*{qJUzIxx#E|H$PW#qL)z7qN!e~|l#~N`4gH4?)F2kR#HwfW2URT^pFR5_*xW#z zW9|5Q7~0)8QYaIK>s<{kk~uRpy}M3{vA9(I@g0|M(=r;kRt`r)s(9FKz|wf>z4J!{ zn>P*qi+TFzqcxyn-q7I4BV)9mDKb}Fx*>6A>gF>6hk=1tHQy^9t}Pm&Ep~KO{SyEV z1WkAS@zNS`*()>$fukU{w6<~Bh!oqAxV|W-{Kwhy7BgVY-dI3Bb~EwAG${I^$>Lk@ z4G73Jx4#%bLwf>!7a!fv5dQT_5A9JKQDHupACjBKQ>eV%SUgFx=Cf zS%RV;=eV5PV&Xk0XWFGBs zJsU3?AK{nkB2MHN;BvN>67z$h_fdyZ-z|xpb_iB~X-wUj0{hGkC{nuvbT|aO*lFa= zU}cDJ)GR;=+&wl_yf?B&16_}vx8#TOHS|uteQ7)ah_P)UM2c6P3E;V_pi_P6oSM|IH8Z8nU#SGOkD^O>JNRKYd)fuv{a%1th5;E4K zEbwwm0(TzF)hu!ia-6ASjfkWD{8S?g)%cjwQfOwdPKDYC!3{19T>b;btJX!3!hc)i zJ5^hmIMX50QT|k+WU~ zCT|*C30@yhV`(}ET=io`%Ebpj;e(|hY)d3RLj(n^Vlh&9};Pc!o_E$ zZL4y97#U;v=8!4aaRAt!^4M7LEHgh}Yjk5qev%gzxiM4$Yx;NWSw9RTv%IPFo*-3y zuFD4ZNPOy(QHd#1W&uo7ln2nTR z)i%h9M-lCgwF5Q*sZ_0fss7+RKW_X1Xbf4N8i~KP{gG=?=>H@hRA&e;O6V%3N3yxA zozqOh0qoe~iXTOVC2KaiV0Y z2q%4ZMZNuJS*)=Y^$RYS&*hQStL63Qy>5)>4uVYa-q~nm@+ST6!%Mw=(sW&hLo0#$ zWY{|H{5*TdJuLRmu649RDuIKq7tMy`yO~1Bz{%5B-EhYqVIj?Ks+^j|woEn|Q9L+h zOH3y0-V^Dj0WHu)891+L*!;?nZ-gk1_0Lc2O^vhn(5UtXZqIVeKHppi)lEKIy|;I_sl+-F?Q@u}^n$25QKS{uH1^nzYPwJA-mx`FllP2Ibov|3DYGpGI;J?cVfBCX+X8Ecaf^h=6W#eg|*^F>A z^3rU^<0sC#4B~#ic!)j^PiOvuToa)7Ef13Xt*|&G>eJM_2w)-(BkSy+X66#Sr@*cTN(sEc1-ZD+pvnh4+3__OgK13J0ui)*oVF|$c9!iI87jW+#1jV0 zBF9&^&V;RsYhj9b#HJ6d&--O`7%PatLHkJz=t(LJXQw`Q5x5yyPb~6_CNi)Amg>Hg>z7WN<#LgH#ZP0O({i+bhqsF>0 zSyc`cpYS;?4o61op2)1tUF@T$uk5Zm^QO`y+PROt@XBO;OZehsLQ zkVUsC`iXgF-)oyS`w|cDpZ^1Lr$V{J2cUR)YWmp7sxmu0&Yq#@K5>?>0 z+MK3I0Ahj~;_BE9t53QJF+e>AVYr zcc6K-Ut?!_{Z!&1AhDS@#}FrC6K$sL5MGq)juf1*)pKZ(pCo3e8yY_I{XrO+)$MvL zJi5m54e)4i8bKE!1Rp#*h=*ontA`+{=SD2@Scn|>2W!ji>x;oG(f#w3*AU5Cjkn8p z&iA76V;A*Gi81|Q)vh2dv6IyJAIL>$i0HGNK5Uz``t)z@9QBTZFFO2}D<5(`!?xcb z&FnWS)zFWHvAp!{XzI8Qo#dZgo3hHb#r!hO3re_3m!$v`$VY__rpD83&F*A>H6CK^ zoBAlGtPST`bo<>*j(*3$lA6bzMV>_kX4D=(A5~^|!LRdwmOg1cBP;k9nej)(A>$!fIAV`l+;|0(ItfvD` ze=RmLBQM|0h1PPK*>gsHUd1F_zdnnP(#1h5w*H$iI~`EV(XU}i0hb6+;8#OPu2{pN z^@MEc+RslhMW1!$5b{4P{rj6dBf$Sx-BEk;B|h_zPpH##`0uwAm&#kpGVCCT3Q>D* zTxymmH0PF6Vk>yrOl(2s{m$9q!m+^cSUhXdAyC=ugk!IHi8IVJvs4Q(e|n>*YuLBd zM)`QZG*8hXxwOw|$+u2Dz8t-vQ4C}`{9Fv@U_U7b@~gC%%o1>a*hy|rU?J`Dy=z?; zGc?Tk!}{18pr|)KEN3OEc!hbfB0@3VRxsdbzVjlgbd;l;pF&B&Syv=pV*1$BXTpxb zPttzp8`M239x_K7m5zoHfp{%-Sj}rwRh5GhohxvLlV{(w*S@7Nn_C#o$05DSI^`u` zw3Dpv*B`C6asTTpSS&?7l%r`k`iHABc2JV(2CeD>zEWI+2U2N$JxK)QcXK=yp*|j( zCz5b>Sb|v^|3;Wkge@PggEH}^M6gVJnH`C*!0oq#lP`R%h3I$8&*2*-K9_2)eJF%Tb!DDV>jeWitOm@UcjU62P87yWb*5seCk-PHom~TETjF9MY z#|ls$m)Tl?Tc)Co&h8J9h-Q*1tUFx#NNAm&XAyY+X*D-fhGjZMYHMPN_W?q7e(HpP zmmi9+Qx6x)$1)vy;7TF+K*0LvTOiYf9MzA(a0rJrVOgO9s~trOVG;8Knx%_FY1;<} zMAZ)LAi2Y{y)4b&c`8Bqk~zZ{Zw$+k1o7e$G1cO?(gS3#?K9ZE7X|NHfC=!O0mI< zAm6-ydswr|`}1cLbb;S(VgggRCD&Css|*D0eCcMCT6|4UN)G~JGWG>RmsJmDu6B%O zh0Rr(6PsLb6{c@5x2BGPPcsXtlS_Q|5vTSCsp-EoXDy1bA_v`Jw|{A5C^X%-*}rvY z?yJX8jp!N5ONqsp+Ly4q$q00mzCj~yvVz+Q#o3J`+vyS#2Npz=- zU7N@dE?2rc9rdqUj^4JDQ1hprUD^4`%3G42eC{VZ?Z6)ctbk;-%TGV$2v!D&TV0G1 z0W8Z!;se<2tCa~dIGgcjixTz~ks z)YknM{fFJ^v~Z?eFcjB6A`&^q>OSZ3YEpK#R(>#^f_7{}UTv-1q=tGh~~nd|=Eypgu^!2eS-Zvihxk7%A)3 zPf#;B^pVcHzjA9(=rQRs`F9M)3;db?|NT^4L#A)yb-Ah ziN~hzLc&#_$J?2rBB#KI7Lp}{zh2~0Z)$F^#0`)SPFzFYBama-58Fif7w7mC@>up0 z&e5^O$?~wHIWR%bEu9KU+eXpoD2*63n1XS=KvKxXRcXM~WHjl@AQA1MURs#YRtXYE zt|N{IN!+H%bu%Mgh1=*dY`HJ{n$Cpg}~cdl3CH_jKNmcZT%3`P>UmEKeu7pIO*x0~R#~l*paKYjt{UDz`lh9i!t} zte#Ja7uwgsayy^NoJjA!|1bK*^Llm?0vcD?;3sM8D9KWx6>969qBL=j|Rou9)V?3NVLLyhGc;V&3R^tZ6 z0do^+cOJlPrr~5!9N_E)I(MITbpE; zWXCwN{751iPa?Z>g^zlQWKuu)QrIsyg7JAADXC>r{`9ikjsPQS|I}vtCCiS1RAmJ! z;_7ES7S!0MaSx7BY%fvIQ;BBJ(Pjo?k)*S~XmHI0O6=*KhKAsny12MsRZ49$c;jEd z2gLfWagdXuCp$>>D9n-{c2$os#W&weA& zT-KUCv`B=dW_m`Xh4u7EW~MDzO_qD6yRIHBzt3@zgw4G=rNL)Ee$w7g3&qn3%@NQy zN8qu*zwhi|h->$Q1K8mF>b$@4L!-u%aVv=(nv~$(S9IQZWTuFjm&-dr97I9FfB`7? zq&SM5*4+3$i3OC;GMHZH9LKZYhdqbqn|*h*&m=Mx=YAWnp*d_2sxbw^3sp9c&8IeErS(Ymt-rYNJ1rTf0eB z<9W!5cWQ?9`}qErvj|+{FM54s_2kw}g;8EVhM+4c*d>j=aN5W7SzJc zA%Xzg5!=^$Rqoql4-L)ef8=|wou1F#yxtY45XEdO=WjT@i^VQKmH+MfMz>R}fEG70 zeY<~p;G^ZP_`9YlnC9)7yLHMEbGMDNkOEV=Clp5C&4Oh1oPN5gtoSbeoB$qz&=coQ zS&14dnp6GTvo;D0=GgyqRL&Rmp{T3p_*0u0Tds5senBU(>%%a+E28-vsI?W(nehFF zxc-&XQjON_>`w3Z1~)%Mw6%=?4pjc`N_O4#Zr+V`L+zud+pyqYj*DDe7wf-zj(!7B zPg^o{;>vC~NJijTeb=Rmq4nXmajeynd(pd5jUR3T1gXXx&f+0fwBWXrHB@~uw7Jan zJYC4AAaP|Z5)5v~k2m#vbvZx04rmjzQe>s2MVLJi;?JrNA{3WFvIK=m3lfq$f|Hg- z-P8oED8le+b~fx#dWhsx%lESJRmBAvUbha#M8qmQUFTRqWDz0gWmh8NIsf_2#LqFvJGZgIC^Llh(nb%mjO#w+V98$itFn_DZl6!>0!xnXwUQJDz2^&lCHGAu4B*NT zq=f9c`NCa~{1_=G3*k=fTr}WYs2{pt*mXXx;*ZMmxs=c=l}(U~3Qjco@Tqey?k8iY zNHt$*Rz#@$AI2@*oRCi*?gkR;kq_r)7UZAb2?B5!efxsGKNBlsuL|Sf;fbx!`;UbA zh{lUIofHBOVsz5L@Ey>nX-s>CwpXe4!fx<-$a6@oD@0v z+uV^(%-jw9&5td{prb*DiH?@$qNvzRTa!>C{H-1cOf$8y}h`{)bKFx#>N7w)6Xyh<+rSOg}tO z)JHa?xiMZ#i3(PH7*%ckxU`ia77!LNs12V%(~;7VfW1k$lq?j1y=lW6%p6^XKRDhB ziVzX@KlBKF{dJGh)aqx@(XmnDtd=bc*S;g0vc%n|GEkYQPv0f{^^OcFo;-9unLm`r z!-B`RFJQzniKS#nLJKXF$64>yU?f?b+wq*!l9N9sIf%;WzW8+wj!13WyBm-pifjJnMZ}dPRq5<`cSkb{EqXElM(aANXM#ov}Z>77(|XnPJh9Rdcr zhY_=$u`My=J@vPWvo%>>M@Q%m&hTAQ$yF5#&I>UvaP0_NtO=_bP?&j(V&vm`z%tTc zn5LMI>Y{^(o$sW`EtxwAs>>W8@v)2c|@sq|H<5Fy-$0< zi_C3l8XYOJ5=2{6wu}j`e;JenQuf%xo!a&-vkr-|=vf-{Hg=q|WURl-L+cg$ zd5Uqh`JNkN7ocraQ^EHBK@yCgV2BmQ3K$H$4JaNujJ9j!+`6o*g|{nQ_9#|d`6^KU zbA5p%__4q0kL4h5J~}B)f;<7v)r9T^hRT9=jod!;W&Q_N+=dwB12aUFi{%V3nWA*$}PU#bc0gLR~+LAoSR;DQlD!hP|C6itpXw{Vz z-00Mzb9K+x#0V{=7LSz)KKvyM=bQ7|ohIgHB%%TRpBA2_Wr5g+R46>2BE9nWsKngw z0RPJSe_d+nq=}eHdE-B-IVS}~J~A$>FFLbeWW#|#Qv?o*+83526Ie&4#%z`0-f+NC zx))Sn51P1^(LVZ5Tx+;hg;O6M?dY|D{lWuP=Sr`i7DT^U-oI|n6;$lZ4ULZHo~`KN zrL4%6O{Ja^5zeu@P&0a`=kW3!D9gBY(;vkD)}j|mzq0~%!tEcxf(EN3z&1Hq@o8pp zvw@GO51AD(qHPKPfS(CZsuS}&i{Qc++Ymz8Cm~xV|L_dovg4*Le6aH#YY#|<@dEhT#%ZDx>{SYpaIe%s(_VokfgJTe>oIs?-+YLdNi)f)D*?=$5x4VbOH_sj4 zOif;d5e{^)&mf~(JHcP!V;-2r3?OW~QRCppO#LU4j;g%5jtluO6X(&AWd#r7Sd1OX zqGeXhROdX`M>mn2`K*o__HYA}&kwHrqmxOhSc~c|q=~~e`9e#N(n92j-e`XmPGpRk z%vOJgYhtX-p#X8|dL&r{)Vqe1G<4)`SyW6#yQ2KAtc*H)^sEC{>av~cL zVzj$-iVu9 zooj5r(lTfr(EI#e63Jv1R7MU)SkAA2xy=7R0Ej?$zkwjb9VO4|>kZFxdRB%F!u9xp z`dPV?3Efc_hXn`IaYjzPP==WYhdcIeK-Tby*niB1U5A=5h~81=%>JUZ29pP+&?>Js zaJP<~fyNadAbHRj&vt6&UAyo(II0ezZN?o~v)6|4!)Yrrui$l&VMRNppcn@#_K2sF z29F*|1B+N}i7CW4v>F^uE0FOda|~^bU^ST~5lSw}#7Z%X#*G)BS!Jb|a!A9YOSE`W zoWuF7a0;C*=2gE9>q~K{`~Zr2bi5@v97$|yX+aa6?d(buMdwqR=n}Zg#$1Ez&;Ea5 zkBS>Hbp@@4w!rWpe$438Xl2rlPh;YcNoQ2KVN~&a3BqTGQ>nq4NJjz|e7X=9q`2rd zUz(gCh1liZQs;|4)G$_t^@baFHoV4ZFQxwmTu?vipI+mpqyrCq45%1 z?nzluS4uoEYFjuRU6udAm9O@6bDuqL+F(@ByVKI7(UyAtR#Qe7OOUV`{>j%n1pLF5 z2k_Z9hjBWsj1=`wr|tMwd__8qynK`U90zTSkD|BjYnOc_=%eW(OTJ6QDnF)6e&7@=Xf#^8GU>!2Y`9MHMKor{Nqy8+KYx#c zJI3!H&Rkh$8Gpxk#K_Cm2JMwJPLPwFN|Phvka@`Q_37b$+dQP$jET}x6YKpr;Qb1p%k;uql=B3F~0YL z{%icm!3w9qG-x|?sC`FXQs842u%oF@EZ#B!4ax;Wpd}rnq=Nc_xlD%Z`o$Cz4O=`1AQa&nrvAUMu~ZpxnbntDUfJaV?SNsUNZF?=_Gw!RH!Q)J z;|(?x_v?q%nK@WcQ;B(`)45m~cJDk0hF74t>Z$_QkAE+#@OqQ`+H?DO&9HHKG<#c^ z>5snnfY;?(J#T)*i#|}fg2iKnoOf{?Tl^04dbMxks;t?EE#)iF=lWl2opTV3xzYXa zx^kps^`NJ^=qxSWhoBm6IL8l84{Q3=Z8~aPMsC?Da4F-n*we>kQD;pv@FpEBHR~v* z?bGXNb(k;9>PK#VA;74d8kJmz$vBPV2^J=K$+)xu1NAW^XEfEZVBs=;$)|yiNOH5fsC(*$+WAy!jb>MlrOKiNoi%H$|dBXbf_?iBeu4aXCpoPa{JZ8 z87wYwd-GiyWKN0^gG+{S`_o1%`%W56x!eNRj7lck2<}J&Zo(+#(E}e5_JD3J^ ze1X<|e|i-QpT3EX8njOmCen_nOYi&_!EfvczvCr}LmM-+Gh-LaZZ5yw(S~>aaAgO6 z*ZuMxf?p9h{61FbJI2Fpv6%_A44Cl?C!8k`jJ9*~%LIJeZTlrZjo7{KkRfg$@?3a& zKP1sbQ;XLgrE!jS{EV}VTOA(%^03swt6nr#DnHtY2fjNj5Vk?#c&&C*d|Xx&NTyx^ zu6CCns-}w_z5As8eRB;bv4axK4{{7`m6l2;w_Atl=#9EM$crllc~)%Rd0f%%{u3X8u)h+sINmK?DlaxT0m`)$Uf{0tc zd2C0UVTCe#u%Zf|f4Nmtf~l|N)luFRXro<#tPtzlLviN?mn|w_T*ibVO#Jw+g^t*Y z5Ft8wydUU}3yy+BA-Oa~nBTItiWgY)spu#SB?S|PWQjB6TyI{Pzm5L-r|Zbc9Ku_m zd9`=$+_|EDNX%!SeHK?=eYH@MB~02whYrR2@4t`y{CshiSi%Fb)wWTz>Y^ZWYoIfH z1GGb)8K$WbyZhXWiq_^LrNFHOIJq;TpWbMlod)N3hQn=mmLk!q?SrpTwpdsX?f(Dl zeFr( z?z_Kx&OKLcsT7@>i5@I>YXzQICdf%bN*oZH!G;^L&xu@~Pj#J9Bw4P684&fit?S8>v6kl--j{N6sbQIcOZa#qMykqE| z-3dLrcM=!;)P!kTVFF#Hsg{pBtH>9FAzV7BDCybj1O&%Q8r~~7UV?oG3gx464Ao+` zcUnHsRb_>^W>gOh>X+k@g(485KQB&PiZ9=I73<%84e`;Dh~|f=g`sPQ_Q(}4w9cbN z=<@9AEu_|Xc6MUEPGgv>xXkS}r*RUdDYzGGf^@=zhYrEJ)DFkipdFv1pY^+@M4A|B z1jE5>g+$QlPutrR=UPo2tDj^VFgS6{^f)0HKt7Q;- zkCmfuc8d0n1fa@+$%fs>@b;Q-F>c(&vae&kMvU2NWJ0G*w2pndb`I%#au=vTpa1|s z07*naRNHOAdy`f#F`1Efnca1j+lxP={Dsu^QL?Y4$V%4d<#v{L#sHi-dDduP#}TTa z({htEYJhpJe^-N!ck|UCy^&wNOk-Sg&vjZ&6p0!f$#+qA494P(aRJ%U%M6&v|IH?~ zF9R9f!m9ze6n+}SF`qlWT-MuvAb^7*R{SEks>QjX08!nltVYHVbaHrFMw$e~Du`^V zLJHk0Gutqq z=Rw)mw?>|WmR)`0 z>#x7Y0}nia?Cfl>;y4!U*RLPA#+Z4V5{!MLwq{raqaLac6#`e6Q&Ycl&9Lt_DNODZ zfz-JNSjtSAt;jdX_Ds6+*eNvqeN23_1#?YW{6z{VXQ-|f&6-@ZaaZN7g-!NPrRg!( zCvczgD=yV${66?}yD|?D|686=Q*;nDhjyY$K(H8cA^!H?A|}0y2MpwNjK!C`DzJHf zi2!18yd_%J)(GTx;FZ@POpg1O{Tnsa<;sE9o_$9I$QB_kJ`UYFry?~a0cjoLL`x*w z!N}SP!7aqb>fJ0nSt-x!v^0EKCn#R}4jw&$QrW(Qz0c`dr=nR?QH1Nq_QsW$UfAe5 z=;qdQ`|`yo`uH7m695~Ekd>N*ZtbFBtE>X&NJH6{{PD*zn!aY(Uz+B|9~VHKo!t%V zQ_}HH`4LqDeTsdj}GuI>QmeY%g$#C;NfYxpT`gN~1oMoGQeKp2^}}GDejhsyfmUM6f{vQ%&nX*>*?tOOpD? zKG5(9t9omS>QSUFJhbgEoi z|ESl|7)LEcYstSU?Mtsuad9#1cFl8VqI-?Je$OdBAbjI^Pmgzrmciw2XD*qLb;-9& z4IpLU%)mawB^vx%F&n1oFawvlRLcOfidq&=qg1z=^v5{S*C3;`H8nKR2h=iAtX^@x z7!o+Z(}Ozm7q5tzX@<4IvrfbJs4EG4%V~1F^v`;`H8rwtfsx8#`^>9pva z@3Oo5A`t#`Yl&=uC;OxdxHwY8q}aF7Y8?H<^#yGngZJT8|u;&ItXwk_8dZ`mWuO(f6{O@I0B8H4z3#FeAE zs&7L{sS`^++OFOog2f5}OqF7FSt+2oT}1smWz4Uiv+XNjDfod)4|L1ZzrC>raS8Ei z0^2E|E^k*p{`#965G&h%wj>wWU+6dw%Z{$IFZ7- zI_2Z4X@lg`!iHGPy5i>;ht|W!nNi zt5apNM&D0*okpcNjaBB=(v@?vqE;}~F~JtG6^%caV8QUwqesP;jyNpy>B}fn-n-|X zd+@WL{R~5f4AI$AM|zh2{PWLE!LTnaV@6}&sA+~dE9M5Y#)KS5opx`nL@+?F!@faz zljf6_Ktbs<%EokTXu6rHel*^1>ABKgxnH~*XaLn!EnsQaI>e5J%mW3g9ZzG~x|8aclM#)ZF3oB%i=oqO?vdrt z9{z&MuS9yU-pKoCw|Ifwhv;@mh>1^uUDjIclnuSZ4xAJXu&iMYkCgp}!-Ws2yLgC} zhafK_we&K$;F@lEk$J3jicIV$#L?6#@g|#y>#iGvp4~E4SuC?P!i56vF24VP(2!d8XENNwO)&q3(Ui~~l_ zC}yXGW8a>9RX~^IFmT_;U_-b~yg>Rm*9wo3S?@Low1%L@I%Dh%>|K8+4p#3*%Jd&0 zeR%MduQB@kPNLcEAX^gAvO+v47Rs^*ahCP@)?-LW zOBW4&u6!I$<5+?B8h3j|87fW|;?hfct1^`(Mu_UTeED)*b=6hDQFC`!^}SYb*>nxE z8Q@YBgrF%+Mw;FTuG|Kx+_ZF(gZgB7C6O_P3V!4JdZ*X@uMFt(jRcp z$Uy5PS9O^T1i1!J>(kVvx>&@V7Bkq>QU*hq&8Y^N)jHZyu}%MDoai&=cF5!+y{noz z(4ut=gRi43heNY8^Nn{(J?iSD-}4D9o8MfsP$hmds@+>S`O>Sd*7}-Y;~g?iF)Js~ zfUh}iK(9w2x_X+X^oK@}bzXM;1UWTroA$|mrwT}%mN5?Hue}urm z*XZGcddRs}C;g_ePI{cb<4(0D9+ep!%MxhSVpzY_CVjI>yJ>au=9l^TEI6@Ad_b^B zei$e}0^te)SCs;?Vq+TSRSDgHs6AzV0y8H8BMC|t($3CIM}$lq5On74I%v#hdfv1; zd6Q6FN}2wEFr8-c9{V-&OY>-_)R};g*FKL_+Nl9lGcW7p#z3r_Z+dTT>aSW-r)b$t z;-dbvE9E43E!J)=RPPA=+EmF$h|kI{&x&BUN|XUzGCFwD*K^=~w&zHt!ilUmCn*R} zX<=GdE9>w@9-QF4Y-FxD^%V@_Cp1>4QrRVf>xF&$9qxic%X70N z`|rvuvc9I650NiKQMq`+yi`-gQ@dPM&23l=>g7;WNN5n8a;;{U^LpdQ9WzmQ{3OzNbUBX#m@F!CmZ>P?8xoi6O~=FurdD#R&3oZou;PsYTrHq zDXGcmJNQDG5Q>$w71H5q{ghr72cGtdVoVXwr%8$OzPWu2==WQCyzREz)HVUZ(a{DM zenG8)h?Y_YK8CpFo$8dDm)kp+H~((T&5 z`42=$FO|IO0N9w`EY5hp{#>V2AJdexrnN7Pa#~s%9-cGUbQ`wD%6{y9@i^+x2FEmO zbXLhbB>=KUmgF$dT-sH|ffO~v+5-)fL5@TE*=mj&TM*c{8T&V#6v3#gCLH(t`p?p^ z+-11e2t>#P^2IZssBdIC3v%BR&p4G{Cd4JZSs5(LUpyxlY6NtTn=R$*joDC6qwztM z&w;7G(402lk5=g7bpdD;9Rfnv?kq*0uHrCD>S7lYPF9JJOAWr|zEQqvyyj+x@xg*h z(j$OLN~B}1aGB%=dUbBEzyU31XeMo@d2edHjl43ieyu+y#fN+|_4r`uZ~L}F#<5{& zCqU=4Y-zeN?>H_Ht!+~#u!AXwX$JJF-|mU>*!8Wp^nt!7YWWV!D^AeQXXB8G1bQf@ zTnU8jq8+Z5KA`-x13UK@_${)+UM2Zu>5k;1W|%l(kL>kJ^IeDZ1raj7t5yJ19BUmY zK$I-A^9_A^Xn@Z*zNy#BtXawwR@C!nU8n$2=FL3HgHxJdX@?333tvvDKht@)WGR`z z+6@-jrBRVcFifQipZj~CZWAlDdhDU|I(7U7&07D>=d*3!DMf~weB&e&Bl#>o+gu>e zG+B*rO2mO7P1BVIUt~=MfMQH%#LtmqJWg5=2s@9C5dQg07K0!Iq5+)ef z7|hlTD>G@4B?B9?ZuXPJ^_BB{S@A0T0 zrAP9o@1smjF#+tjp|S~eaT#{xpA_$~b`+JKltuXwC@OZz_gb{X@=uxx(%aM9G&f8a z2Mx)w$nBDgOmWmefK6IDUA-Z-lvjWG>!fkl=_(w5iJA~!Cu`Wtr1NDc5xSh2(%X`L zYy!DPlkx>TUUUi(C&~~hnn+tDe>UxC6VKnA1#=Iq8YSi@0oM-4i+1?@!GmS(Z~?}- zx4H6@JY>;x-zSG6x5ad{abm}JI#PK7@O|HR^^SY?ASY{}L(M%^0UG|yUp3kzymh27Q z+~A$leI*C)c#XPd;w2wWDZ8bU02cq6OugmY`tlF9eHq&mzYqL1CpaB>YH+Obijhf; z!>-JxX)4XYF+{CsBm^GUYlb5=&9K9dW>sYj;t$&>2SmPYm1BcZT?2c=4T8KUNnKrn z=UhKwKjIHWMaa$#H(e6C33K0a_-+NV>}pOM(CZcIqY-4$i!A}i+HD1>mcE-?xSyY+ zS?!co#Ng`<1W7W`7Le+YZ~duqhe}&!mqDcLT);qCP#Kdi`=mw&Fw4C#H%%>TBk18| z+ol}_vi?@K&`UcX2ac92%K>W3I%mWwfYXwCb618LlLj>)!FA9C?F2-u7r~Y9vuu#b z5W&1XvJ%8RJVpVqt$Re#V7T8Vr&1unine~1z>w{pnrhLoi~OiIYBMqtrUYv4J}Wxzuu1m7Guwww-wR_5Hvo z?Q#puN}E$x){kq5$v+=9>)4?~2jqw|Et-F^f$+zMp*Id46fzHg1PuI9Mmnw52Elq= z>uMYVhP|B;>Gzs*tP=-m6>e}{COyrL9XmX2DO7FB$QNJ6?+tG!`?FS|xWX=5`BaGa zXaP{AwJ58mgEDc#Cg3d0Hs5j1%zpCq-ayGhevkbG%Wi4iE&iMLXj&@&VB1&oxNDe; zgIJm*s~}pe(>0=%<@a9)!yME||9Lu`nqh5hLCr7+(p-5qRO8_nv0Ho1aV0vmZGsJO~EldXWa;-e- zN;w?p6C5-JpqiD(GS+TCA^Zw0Y114Ri^VVcbf@=!0Z0NSSTB0A@;<7Il4w2ot zgQ^$TpVCCyNi%6NW!LlRw2a5EcZxp&kp;EDlnE^vduFF8%_5%(pK4__J@CkU2%ggA2KGovOz{F@WMApE8q)kuW}%5)Hs<{&_05CMSYVu z=bB)T;FZTRgNFBXm%a##j+Ks51C_>)B+JoxU|!CKGd}~b`P1(+jx??rn(Sp($~a>h zrfaRh0V#jvk-V}&u#xCLoe%P)17aTay6{{NdRqOuHI53TSIc?=w?n8K& z`zY(c&KrPJr%tK5>d!6I^uU*=`HPTqUyU-&i{c$N^y)tlpROv#%pUz)rCm`zp_Wl7 zo@+~JuwC;Vm~>&Lc!1xFjbCp=Li<$2iidc!;Qi@pn4(HdJ1feH(I>@;tA=({lXiN) z5o+1pCT7xfSkzcx9s6b{sCL&_+ECtS`(@cJt+&O0^PWme13X5VjhFqEE~rddaSAXac;s4X1_DKb6k{OZYOO%fQ!QgK znzpMwYKa!*qe>apic==1Om23Y>5zu;c_9N$8eOoCGPii;o-F1Psfur4Pi- zM8_1jwTp>pIBCK5MEP=pgy7fX0879vc_8qkoT(L8X4EoyLa=K#o?u?BeUcXI#-G-( zPFBk|)xquNG@1n2E|J6fOuyM@#4j5&tT)YgYkFW zbr+J7k{a}L9Q)CE){Gf5Oj!>!b}{yiHmaBT;Q8|noS7jI?%gpO$7B%AnJ(X;7QqV; z?wfjnngQc1m~WuzG~LR#8#Drauem{0sJXMhzO?o0lQl8eQyPtoC_7Sa__=2tV|VHv}l#+(4Ng4%;Wl9=GzL;W{@0d`@Iop>YZDeW1Li4(p1HT?JUVZ6ECIQl)*! zOtWa}g9$G2gk35o>a~@{7}rl6O5|oMs{{5`q~97L7$D4Y*$!C0#`>sG^Qcd(wUn;K zfAb{RQuznlzM98feJ=L*wD>AJRi*}cywfgT`pl98C>N_5PJ}a*#L12ZMK)Bm7ce81 zHVo16rPwX|dJmj68`SDHH}HEnefo6uU8LOFI#32}9XQbA_eNJRn3dmFZNRMTpyOB% z0u6Q4fCz_@3JA-9yGjPzadFxhmGFarlj7Dic&C-AW*8kh3N+3?bX3+sYF0qL<#XW9 z?SFReEylM8kE2Uw0`?p#6YaB1;>Z9$r*ne(&im$T$~C#;ToR$usT%v|j56Ww6{l+>63tyrZh4KdZ=AqeRm>dk1q zyh#gfg@FiQ-B^f6weDAVk?JT7F?Xb)+|@*cq-7q~(>G`)*Hj*AKv*7E{n$|wCyTEV z?i53fEH$c;%JMUgMjJhFae;MVk>*s!NUX4^4E<$q%E7%eu&A;cd-oqP z-d5*{#c?>l;}8tX83EV6wWus=sO7LrT-@N1=zr}@1zf1r4AmfCNBw!HqOkmEGDfCE zU`m$LV`{~62xvkPI3RB8!DuM>J`*$u=Ge9p%PT?(hF$w)Td17A=yb_=)s|9IQ$yaS zeC5S~72A&t7M4<7k0=|`UH*BprQ-QbVs`n8@$Pv^Jb7TzGA z1dHT-WZww%&1#R;vR~wyz1w9I@pz>rj*S&ffsB!(qqP}ghfGlLdtFskE*=)8|EsCM zMLF$pac(!|EQ=FgtPg3oRxq0B1S*3(v?d>c$_~Xni~mqavFS8|ZC_2N?45(}H%;80 zoFkgNO3g#Ezz*QDx!wtRbwA)c+PF&I-Oin5nTWh|EeXnVbOuXJ^t)tm#G#xC7gEQI?>*GQr zeV%iUgz5X_q@r`jH~|B7NJ)y8322+p6mU~ZOF!RSO~2Os=Lm2ms1jZkaFve@`PKn` zr2xLTCd}E;{8nijMHG||6;WjM?{BP@t#M>Ig7B}8Mee<0y!e)A{QgYK>Q&{CxEFQI(LB7ryTmIaQi(HF?3w6xNA6xoOL>v1i4URBCF@&O{cRpOAXd zGLr8TCoNp!)GZWY^ytx8x^yX4tXP4;;zx(tV6(}-l9CdvU%y`AjA_%RHLGZ2-)Q5< z=l)66>I23P2?y?8Vc-OHIRH<4MSERbqg@>wFu*IC10W7234Vu)c7;c3SvZ&uWgxgX zRH41K9m301nW3a_(Q3K`I5=Y4s<{0=|81-3WECJ7>~2$RORd$Wf@RGJ9DVbsPEk5W z{R5>sRrhroXL;paGXu)u;awHTYz^=;Yt}4ZHor61l$Wke=kfCRb{O3!6?>1BV{c&@ z@=wsSc^!_HYkgdLf;gO$(NV9IX!PtAhn}4>l!FGgDduMz=Ka|RtUWW+OiEa#=T#VrM`;-f@Q#7Bi}})d6Ln(0>h$xQfm@r z6)6MzaDoywFsI2XHFlz9qf&?II5^kG`M&%R0Ic0!B;IeSWs>py5xY8aT`Jdr($v!f z5_~f^;aY(YAygwsj=+^B!3+d^I>4`{32=;7r=Upd^aLQ1F4x#H>^^V;U9vOPgg}jG zy}y)YLOQSvimpi_qZZZswg5e;kCHtBqR32*b422lxh{8g)GxdVc&-Sp_zW1d^x6g2 zRoBQfuc?a=?WucWqY+vfmFE4G;)D-Aqk15$d6#y_3t6eE(s*;S#-C|)ed!ulWFBSK z&PfY7S5HgIVmqx17ZYhwfK*94m&kHrhpS#WX~8;%A`l;5d+oJYw{9I?eDOtGeDTF z30znF<(FTod*jECZ+5Z9zR^b1tq*!)!_D!e76sBzP`>(vAJg#J=vr*1*X8c-nKhlGz&VU&I)PJKcP$AtT>@?0zN|j0>CdRO zbF_6E2vi><$l`ia0>#B2?U6yc^veS7bW={{tyspRTx!I%wFE`Sj@wmQI#r5_iIx7G zno#I>EJ_AI>uF};B_}_a7_|;SI z`7Qropk zhh*}d4tGg_=~W&PSf$X~v+rBMlHy!Y3Q^i;9_80Twr(Up^KQGuLo3k9-#{rrP?aV-JQ`oDKP=5nCTFDH9n!=qL$+j9b zbSS#Xbm~SB?&f32v$B zZE9#Mxf{)Nn#!Y<-jYCL60q7=V-ouA-#?q%fK5Qghyk6%r%VkF9LpDgD}!|bT!Ozu z1L+3BT!$*>iDJRSv<1ag*dcquD^MtDsr8~mr_(aX=N`3O6WK4PgRBQm@jTpU?%O0G zGd0!|*J>v+`ln`*T5hLWUn>BW8dNE;PMlup0KZ0nyV4d0$p`^8<)b-0B9PK@6G%}b z4p*4+989frC<8&=%qtsi6&1=d+L{(U9{==zf&-mx&0DbL?LAzMyRPZoAUPeGz47q@ zOdQ(Tb5Co1o=Xj(`o9#f(8rZCtjsiR?8LU)Ah?mT={-Z@M_=AzxN6!d!R}?3UDmWr zKB)tZ<&1sfIc=B3N)in3F4Z1br?BJVw!HP$_xZ@!y0j!Jo3# z4msgERf1n!3^imt$Z$Y_bcm=9W`-nGB#AZzw~!$UV15$54_yZVsP&50!#IxV!9Y{ap^mzVVy}!+b~t z!`acNFw|y8a)jMlFZ^9@xmMjQ34F&SU^LVDj#bU7&RHM3ZSE-CYlB-XeWO>2Ed{rRRCGQGI5_;!%8iy07b67tl|3H(Bi=+JwX;tGie2c zxt)zLsm!E>DXvMTX({=aYSh;$h!Re_CkmWWPdW7fY?|6~5>JN{FwB{;c$*6s#+^{>{URfi&w)o^v1m!al7J-vz-Xpp$-|OB zs3l;vuTV?$+@p6kwSmPSeX9f*CFaprjLh-~Q-*O0+;Qs`QFtn#NT*gtT<0-<_AL zrZupZj~;miAj(g9ALd$IubiG@+U$gT=GM4@FnJ|lB}>Y)unzFaCF6q(T!*XV!+NWq zfPM)sp+T>{1V&sl%{9cWUHw?uOZM8!dYW=ht!q=msDWAX{LN*-^}1~x0@W{ydki%( zTs|UOwN(Hj5gyE6WZao|2NIwZ57Y@HWvQpx{=C6zp-@DvR&x8 z5{!ML&G%(=$Rc=`Y<8`AQw>lhS1Gn_DnOT^xj0iRbjf>|ym;i5PIBlFhie3V>lC0C z)-6i{|Me2k-}$(>=nRL_sL#-VL_MAX^@2+UsCOiI%_;0$?^7iF`-7X`7=r}|Ncsb7GI~3@7+E1L2 z_uqzi*^fRD|AA;Ue$Rz%@4ttt0heQFR`dGM6Wdne>#9DOG_)QdHePOUDO%nJf-5JO zRFg*5uVeI0PY=kV?A3rCfg`o3?m(EN<3>Vcng;9F1e$aTR4qLWw_74;Y;7>8^JRV% zjkT~qjj#sVgbvi(%8IAy9*-j`K$tNsx` zm56T_6|yqg1p&rFR#*^(LS4VO*wD$!$o}sZZSlMZj92f5G>cN%vh%T5zLA&6@G7_) zp1av7GHjRbXpOAGGbC{wz|CH%rGh+uH zE&BzoSdfHIzrGitAJ&AL=~66PFcUw1Ax{yG9KHY>7tQ)^fDlJMUi$e|JhVjH(KM{x z1U$ENA;#x4e77Bkmf`w2(O9>7PMc5cwHOFH58$s)uEhAccc8n+H%t{iT=+Cx*ZlyK zyPu)X+1*sD3ckUc|NH>jE{Iy>!0YB>Vm-6ojoNt>Z!CKoQ?u_wZ%=)^leE^=k<~BZ z)k7EJz8fx(BC7E5Gf(5-g*V|gYOrbx@XGI(2l62hW}W9f!P zhVQ*;E{W8}0p%~O!Q6oj`wH`14y?ZaJ~&<+(Rr!7uKfgk!7c z;~vMKTLlcaqz!l&4be$lZ2iZ)O12jI{Hx8_vUR7@3Z5);;86ZSHP|M=t*Ua!J~a7S z$%6QHREFWM`L8SO6xZEGt<`4L=slVmQ+nv-m_1Bj;Umv~1UgC5!=pdB3dxC0cciH2 z4|L>u#_p-{0AV zyRYtJs1_$=43~|ZuG(CH?2ZZODtmD=G$E@uWyyH&GwZzL&Y~-0->CH#j$QcW<=;oa z5B`R&bH}K`aOshKC>B@reuKDiAKq>_&V)i-NBXOd#p9ErL|mD962sE!U7P#m*>I!W zRW2HEV~ED2xBmlM$6!Bz#=K|8c|lk&yt3|X^eb6~yRWztOD9agP1BymO53^P{J@!4 zgL$uih1=8faL4%D@$S_V&Y{VPLcI6O#i%W>!HR8jWFqP8Zc8qi0K4bS3$bG7d&r5l z<4Ar5nx@xqVA143s95;5JR|8eUAr*r{CT*4^LyyuG(sVMfgD)&!>M?rd>+2qeH$`l z8O656_hH(!`(!{Y6JQZOd`2c9EGY_Vb2fGg0lK{qGm3ZKc?VZsd1Z^pI^p!`%c3y! z)>{$L;miVII1l1=0mAm)mt*eK3qWjZKYj!y(E(J$5wbtI{0oqxMY0N%IW4;f@Wnoy z!Uafn9>+n!QALLeWoRv6`1o!djmkksnc+_gTDG#i$fo_s9z8)7D|#y#$Oqye^!J+I zz69XC@GyEm@gd%ungjcZBdCZ8@KW;~5+y>@ULBwQBZSp2-0*KazUfwcvh!YKi!YIV zd54i2fc^TS<1p!sC2*x`@6Nu(cVhBe6R>5`jDUS(R3}zm+upIBmdTk@wv$PphZP^) z4(wQpu{Znx-G{Hk*r;yk9)$FQ<;PfZ^V@*7Oxz)u6XvT7Xc`%?pv?9vc5NpTGti^ zZWm_eK#P8a6XTn&jgArT>j~{5k(3Zrr`f_<1kO$+XKMvx->6zy;f7^c9{)Xj>IT9r zI58{7qb1q5@@Y(%^9RMx)$?D$qqmLp{xFDE@)tkP!~IXpkYS7+%kH@Y6?gs>vvPrD zzqkimvioDl<4@x2_#5%szplmy({I8Hl`j13m9H>oWCr#vUVw!MI-}>Ng?M&NHRe74 z3FeN^4p{$EnPB@=fUxs)7*ZlCq_LfD;hwV&tbP6w;Pxjlwew;8V)k?BHL(L8dguj2 z44;RUFU}Q5T`~c;Z5ifXGY@Oz%?*anfRzaK&4?t~OD`IUIhW$fUNPYGK*8FV@d9Sz zVHwbz)x5i9;grrKp?wPCvIk;>-U+($@${{e@rN~4poZ^-51zspF-K#&`Q@f)BrJXo zhkmjI@10@ow`1Q&_+$7C*;DNuJi25ZZtg!`4R7rG7UPazZbILLC3yMJz4-dQtMJ)^ zxuTI>1KaSQVa1DcRNKmz_iU{DJ)1D^MLZ?%V{3LrwJzC)tm*&`7dw!X6^E>B9Xyp{ z<@3MBoX0c`1~o!6lfT03OYc|kf>8a-&i{{z4p3*-^pRhKm3toHn1^jH;rqEAzoLGY&uPDd!Ul9niVTlR!jGyAJ zUysIX;>cpu7xMlZ_?#v)dbLN^;~$TIhR2>=f#D+i7nSS`Q-Az|YIo1Q`vk^| zj6&J&jAlCSS0DrjCw8t}4vf7SBh!xKmA`(B^j@*pyjip?alLWt9aGU!zLRAKR^#P2 zzK|Xp=so^cOdS;3NwZUX)}sj7nC%9_tXN!HmYQtk`H_vw@aoDuo+5qV6wI2~4_=>d z(R#nK=n$sgHd=sm6;{9W0;(^&9hY?lR=@HJ4t2;t@wPnSKNC}L9D;BDwG2{2^q+DE zCihFmkX$^^dHOc#H`R+FIAV8pw3Z+Qzb5BXT%|=e=b~wpJCRN5Aooa4Fw? zzm_e9N-)-QpC=A%Ui=iUz3*8SJ6tTJ9=~@6QVW(fXq7<9Q}*Rgr3v* z6HJ{viQC}B*f*-7;_=;^5Hb1|m^m7E&y=^6AM< ztKgKi7eEb)WrE<1gom(d-3lzabTXFhycKi%7vuiv_u$5rJFqBb6>`S>9Am!`)2r4* zEKR9JZ3!wX?8smLsv2ZGlNN)j%{#EkDW;;XeP=iC?s`TgMc|z`Ucm7~PvLLl9>*4H zR~^;3L% zD^OvR242wx_pjW7{@E3H`hwB;VCM~(GkG@V{qkj0KlL8|-|%eM#yx=EGC^_AdoSY> z1scuj*(Qi^A#h zCD@Sl7QXuAI*b_qTP6EG1xs-CgH`xs_kP5Dxd5Z@UW$$H%?fF|Gn(lbxozorMe!-& zQ$`e`*Q~M^VRQZv%)Vyr-&-@E-XQbl>qh*(PWUVTZiB5OM3i+sW zzyyTDReB2fM`Ll_U3cL4`~Sc)0m7qhyaOW&-o?K@-HP%3M$3A=GMw6*kDO~}zAvgzRLj1xGVyKbKk8|;{4D#jIrve($+&jJ63m?cJbrld zcw}VsMBnN=@Y&A$kvp&$OP*YguVo_a+nZ?s@MTtzGP_|NIFomw2xhE6ybzzmGaT|`y+A@Jqfa29=ZGn z_(KN8!CBTjL$gz&v0L*eq&q7Y8P>@!)jlnjaqX_0@_6qq*3=&zuLS6aNJ7r^X>r4; zCI$HNZ75XfaY?SA&s)b5+u{On$uTEPi<;lETxJmJ^cGrQEEpS3#He(i>jpfR!iGmP zv${P&8#y>+B06lk{H{tQhHz$9%BbI)+@0R0Ol4FP^w${dxzTIb3J|EZdAZ7~ZP0Ca z!Ah-#Ff8p4HX5*gorupQS=|^XWs1jycDXtklNtE9B+e z!$JYyP88-<+p8IBaT1bRTBY5bCck{#-PPrgeqsINeeZXr7$))c;QbYJiA!#5EVgOFptI}E-fE##C&`X^n6%(P#duVjuB{+( zAnRV(_cx_|Kfja11xa)eq{`{*j*polJ!sHp7GWovJ*mQ<$bm~oHT0;HF_l`netW+GNQ-o`#-6IEY*sUBje zKD$$MIg9PfAG58_YN+bOUGzGG>YB~@d@ zR;7fJh)T76`vv$-{G!+K3Mk5n0fbs3j;G(Im4S8)Wyua=`g5gdU@ya`eXSfN|`;BiolG8oqMmom)j31kLoXKC6pqK8_NcEarc6I;+!a+Q82X z>D`)p!uc6S9~sqhYaH`x^RizLCE23!7M4^bzG!-l#GpEe1A%+#xDl=4 zOk#htR32Pe@T)tzG9p&&;*BRCbwLF@=lf&T>e=G{pQC>+X8CsJ7S?+bMg}gd8LfEY z1)^d%I#?}%j!ml7-uhUu)SGgvA~%RE9@gY+VleRKk@chWm8UKl!`=3VhgYS9_P4S4 zn0((29hN>NmP|1`#~%U;b@h7L;5pD;xg@vUCv%fOxs{wZ&zc4H>46I`0Jf z?re@o>%WMoWBdxej74kgxJxW!Plm25|2dK%aiXC2eKGl+KVgDGDTX`2@+i|j!*}bR z_Dg^9VQXcu?cj{)=nu$T><*;m@a#R94Omal4(XLQ(V0e)Lv2v`nh`0Ex<49FS+M)< za(a?~K+ZRiZzE(N5(qbK2sTavD6RHluRR6yHXwA@dAm7Im@MH~TN}Kd#-VX|PmgF1 zf|hT`JkCZ_CIy=WyV2EFlod^7oFp2KEYKbYxH zGKI&u&de}7#12H{@ZP($Usnk#bgYM6YquS z)!nt>eHbjyqLNrj{xw9Ly2ONLVx@MU$(sSF6 zZ{k2^9I~PTzpblmxMs4^LztUy1C;kBYFqw+=ZDa(_-S_g$F2ZJj11`P+c~;Mi6FN3 zO(ztR-hSm?c;D&7LU9x_A7?6!*TQyPm2U+;lIo3bmCqRx2OyBnSiV9$%(p97)P-KV0eL_ctaLDWsG|{1{tR$LO>5^~`}w%j=Jk zl#c8!W~@Fmiw*wr#g>rvgm5ur8)$9Nr*tY@zFS5V>ut_^M!^`S`T4aBe28N2)oN+1 zHq4yb-VR?H0*W%?XYK3OBs9JYUaRg=exW`-9g^5a&&*ha_@^;wbGkB6I9$GMvcUHf z@oKiZjGSI}!B8M~FkXZx6A5eROcg7q#LvtB!QZ)O%&T_kmC*7SW7rkDuSr^8)6lKd z!9H~FBVWAs#M+I{3behIPxLRrK#t@}>Ru29;hM3Y27=gHReTT^5vDKKrZ$LApZ9AG ziyb@o_ph&p@=Q^WHi~D*i$(9>Uda0S%S{|M;90-4QZ{u&6SkMCdy-`Pu<4v1-xH0G zpt-*@o+OGS_U5GC6O>Pl4{^)tUB0wo+~JvFWKuzD8lx$=%*zVJLTxGn&?v|+%!O%_ z#D8wBRryB$V-oxXJ$$#kBNmuD$@s(4$D(eNOH2}}H2rq->sl~IS@i7t+_DY~`WO|Y z`*57t-L2&7IDw;cb-hfBKy@Y8X$4b0m9?2yT%HSZ=N_6xvTyo5nv`7D@JPtGoSe3N zd}-U?&VaRvzc}2;bZ=vcz2X{pN0U*vs*Oka2aR&c%C(BdK9u~~yr|?NRaUnAJdaRr z-K4LlAxT=+h-Tu{YkOSSzVm3;JOUg2G#z8vhHXnLZU5<7L7`9Hr1V)oK`!98rq#sQ*wLhPS9tM8 zoWV&5dY}~=VN~r*q>>x??+Iymd2-?R=o7Gngq%is6b^ zYKF8nr46UENts2^XKo&gVmBF*nG80B)&-F1(y zBJqy(3EL>IqvtAM4`ia~P_+s5qjCx~ciM}jcP5;rOBI@VK*E?S%{l3>a2F^6z3tx8 z5%HNH%REiFoz8Yyyn_i(B_5NE-H%QOpY}aXbA>m+cDQVHaZ#2?eA8)ZByzH=;jZ+! zrfZ5hHmN_#8Z@>WWUgq4T;7)3$=CbbeLC$MD*pbiuEkL_G@{@BHRilXBy-3x!^+;b z9&TC+m!a~s$;}T_r5Vot?p$)E0oz=}#Utq3e=^k%#prMl)03#Z#w$5|E!f0#biV(% zF;EvqVJZr>DyIegYP z+6XCVA-|i;Jv!7pr#x{|gmn$$JQ(~*?4ne4&dcaLhn-#AUK>mW2Gc2ofV*z1&kFs9 ztLIU@Y57E3u-(O8%p(sq1Kdsf8%lN0j#&gSLM_789p--KORY1z9u;N5<>?A9a)p>| z1tE<3-N~2v8p9l#-JTCDS;{Da`gWXl+tzG0X8`=7()tn01M6@?<6R%Fn?tj130@mv zfph0vhsz2?J_^OhphU)~Riu>Z`FE!~b|(fHwe1C$;PdO5G3hB1%LBfgGV6545bSJ> zbYQa%A?6+>m>GDylEluO{8IJ~^1w&tXz;D9Saq?!FS^$V^+)b>=}(yhJF*(ZPsi(6 zRR$#t5+(b=?*`PB$!p{2z#%aMro+l~*exyuAAkX)221PURMMSpD65-*_a?OjQ1V=8 zFP%y_ApH0JPwJ^!dolw1VTo%*nzuBCOTq=wgmj;B8y@h6bDND%>KlJPoEIsx(B;?9 z-5@!haKZ=gH?kvNxRXn%MBib?+3S6c^wG^TnK~54Ucg3*ho%$z80JJ%TAdwF!ax-nqH*4Qd)-zb2_9Es0cx z(!4ag>59FqXaZQeJq5PUV({XX3#F843lSqc^4Q&9?ZA>H$F9>xizDDlXzzoLZ<7)=$maHK>w zuL#-i$$^NlB8p~=1hLL>dJZCJa?Y;1Gx>Lig%bj+wr0M{A9$_a#q(EhvCrUtS3;F| z8c=Q}!KDXm<_O7W>|net4LD@p-K0)4}5B;;}(T8dZ=}{ zZL=2#P==Ko3!}|Q;nhIfXA|uXgb-&6t3kF8;1J@T^IU=Kl|n8$Bcw+2H{DcrlRo_} z1Gi>TJ-L#U+Y_FYUNsomyo75l(OtXHm(E;(SjBc8SE$Ji3MZ#4MXWV{2PflU`g_;M zOWccG^EV#mld#1~zs?zYoraJfzLYtQ%WhDDjgO!eCWHJusD5KCoXA3)>a-dnCVDK- z1^!iwhr1+Wv$U>%QBC#=o*+pvg5_XHH=6#+G|o|i<8~a(2?-`VzuE!D5^;r2bbgOy zP@{ap0eSnjg$H_6x92#MS%tUTy)B}JyfogQjs(wP=?5auTUg`v^r1gzpJBdL^3FLD z&Jj?8l{hODy;eMFy+Ya*$sh8D)Oa(P2$LNR^)@HRQ%%i_ks@$DvYIs6$Z6ZVoSlv^7^FI&2<6DI)Kr z3&M%~8e8Eti`|=F1H=U;t^7zKM$>HZ}`EAIl~i`=&>JG@w2u0Gq3R`%4G1girCsq7tz$ zDOx1_RZVOd#u44Nl_c?+d)0dwNn)9_CnPZ(>mbt=`oc@PDHtQ70T`10QPZ#`OaD7T zOzd)J@f5nba)5J!`&99wbzZ^qP>T4nc2Gu!cg?LG5@w440?vV&Ra-giQORP309TDL zb?YC`1I)3+2&ejpL}@u{oTfhuZ^of1>C;P|VkE0VvaU%C>Y78pYmAB`VrxYBtTfKM;0& zJd=AL;n*`ufXhRr#B3W`c!d2uGD7*Cs-hb6vtaT>@AqF-p2hf3tFPPK2@Gqk`ICL~ z+oc_1{y)y0IT;6+5d9VqyheUd!V~6}R}wIzS2m~j5!c*hHI(^=X=py=z3~L$;Nps& z)iTk1ckgENv^`x!%PT(khQ@ouB788BqU5u!4erF#%Yr zP-rYj6F2WHL}P64l;fYJ`p%ejN#`gpM(ksUACz7@$~TWyk1tFGJ&<~#keBtSVBPgaSv~-Cd%S-S7 zmOTq+sB`6bEzuyKJE6ReO0qV_{E(5@b_-8;cpa=s^43f!;Op5{xuYp=6J2<+T5abL zoylgW2B;_MbfeK8GG?x!NV7IC5)&^jQbaHsz@BYpsg^O@QlAw(B{yJyU+yJwqiN@w z!5A-O6;Na(NsaJ~m_-xw77ABn@%dVAU^W*_yYLgZu!%^z7aXwm6w&4#Sd!j{SZp`4 zoSecxz?<<&r4R93Aw|sj$iB6+`t9W@08XvwOXDJtcDQmc#|XGe;G1@A-_~O2t_~A& zaWtznyg!5PEeom^PStydKQf(*{L96zw2LfmQn^*bA-c}tZz;d19)*1SZCk1r%4IHK zAQ~I;G_2JtIUDXDZ&qW9i&cOw&l_c@3oW1ihss+mI4SPTPR8<VdzhK6`J1;3Mv9i`P+ta&Jzi`JcI%+Z$c@PHA?5EeF@&mI6_KK(-|Z=M=FCw6W|iN2+V1 zuJ5}QujmBuXLt0~)4qneJt5*Su&_L_7Z<4aant_wkYgOm7Twda-8}ImAfW%tv#uNg z?w%Kh7WgWf3i$U^9E8~-v;y@Hqvc)O;s}(P?53>y1QXk3s$f1={nn-tNsg%ARUNY- z>s#LVSbCsO($vc&TMb)%Onra-&Sc^K()>Gc5dFl?0ZP!5etDWY`#*;fX#K17TioWR z;!Pzb5r>C|d!5aBt!Q?p7@NqK8|~TYhH3P<0FHA9Y{~_PZ zd+O|Rt@D0KMx=H2jbdDlm_SJbQG*j{ckiXE>Ij<58x87zZ)7JZ9-;l&zNAcD^Pdwb zvhPkVpMeXG$Tk6L0TU$VQCu-}CkR^THU2;2_E&QMHjw`kB^s^a%H@!Tx)8nfPw-dNqCbLCcZoEem5<7?04Jd7m)lD%^J|QuFNYG&P zXNEBey&=9&LbA$CbdxQ;syqvb;43wxTgnl&0R{~4>i^CDzuKci?Ozp7ujtie$`@dS zQ+Us_fa{FG9)nPeP`agDT~jE4eMG*@jB#PfS?}kp$TN@EC=oUN79QKE2-{pZYJ{8F z;mg9z8$D-vF5BNtVoimGQd8SHn?XSc^-|if*z>zN3UC^)wd0gzkIqG8;;+YKU`79C zSD?E961P5u<*&2*3l8w79;NpCs`%{K2; zK{$H*drMkTQN!LOaFS;l)>|(q_?y6O!Q$Tc$YkAP=XBonmPMO8XS73B1jLO*7Cg<# zO!vLNl7X6Ms+*f9g#a@n0Nv%3DSJKfGUHF=ED!4pF zh$vujyGPW0{_fryakT5xmB?4+WSC?EKkZ!4*7fV{Yh5%l{!jJuKk_$^L4XS|s`&-4 z7GPXYSzUI-i#B_8k(`=p>9&F^Jy|NeUn1s8M&D;6#78GSszuW`z~kVv!{uYv@rs*m z=w{b43Rm-*F@wqdwThcgfM=#o-fGhH`^~(DtchTwgYirOpF0j%-IvXIKdX0IAUhpT zp+z+Geh<|tW>@r8thI1B?S3{LSB&?w3I_*zKD%nq7tKt#j8(;j_$dnS@9h~aRIJGm zB%slImHkgQ|Ic~Xxy1h3w{D{$Bk5r4m#)ye1__~>>6xjVwv;c89VDb9{u0bDgpGbW zlO<0H_P%f8s>x&7Op9cfG+*`s#ddQzx>6aN$}g6$6yaMD`eMW$7!3UGOx+X#`n@ygY# zYba2ymE0WenVaGhX`Cb5?srRv1v=E%M9e=Cj8N#q9&hzd%qw9HyVUAO&BOqpMAi!x z>K(8yf3{R(R79e1eRmkmh3I1Tu2SYEy>LFs=;7)pg~##-SKI-w{GR8S2U4Ml7q^g^ zqg;#Qj#T2p24$KNH;2Be1t9@`u5P29g8&)cH@KsG36hrE6N#{I3uz=vVsd`8w5GX| z>!D25a+6<8kvw=gY!f>C6r>$i8tpZ~hoz;ZN=${*^>FQ2l!9f^A_vel9(Hq`EHL2W zE8@Se9{+W>j+Y@Ulc6Wu>qp-gk!eApG(-u7sq_Qy^Nl8H38_?1^6}B#P6oC&^vXN+ zcjwUJioRL#iWzuBgy(64P2I&p^NjaKV;e0f{`gpNX0>qRPZ2&*yxeusY8{vL>BAd4 zc4bCvMmXE57?{Akpv+%UYVUelS~602?qXvN%)WI#E%Dp%n8i)C z1dMHmN5qtJrBt@I>XoAvaWh#>d+rK3_H)M)vidsc9N^N2i`My$#ao(zx)2FBr)Amu zU`kX?2zIjW=u|{hRKkC2M#fAD7cMw>AaSV0;2{w0Y*4>in#T67VkuXT| zzgfddInw(ML}!Xv!euJa$ThDLrt4@4IhtfL`g<((EVC3p%Bix`DRTXo{MeJe`%5Ae z&jpqP;`uSV@<$Xgw??OjbeX|3{u{Iigh}8r;{sRAys0HQ>%ZXLzbT#!avTBpw^ec+ zGOyTsqiMe1pFeushbD&wl}xpG^T;GN3m_fD2w+)n=mzy|P)K>7tH1(~VM+BuQnEoo z(q?-3`U8b|Ev#hZGqtfc$7IY%fkkWKR}uYrz!t>2q5Mz|&KImh-=v4B3#7WVq!fJK zez1-PIf8Y-B-ziSgIOgc+{4~sqMMVYJUQQA_0Rk1_6~=WR6DkNS4>*VHI?;FKlwZ_ zzV1b3_?)e^5Q=)=;3+Kur`D=XLc@0uXOLxK8p;nA+tfTCM(>;xmylrd#_bDiCM}y} zJ%)ItKCDkwxJT4h7_@nL-9DKDGd6}@C0j=G#i$Rgg?HI{mbl%`a6@9+ZW(g&#@Zh1l`uW?WTcsQRmvJ*C>Mvto7(W&uTZ& z0@TQuS$m9a``mV%t~9d4YU;gP9{*_CKWc4a_>Yc~g`#*6OGOg-hvCwf&{QszX$Ov_ z^OrvRd#>RvuO63{l&CboM>qrmVF3U%)xH51j`8xKuw0{}(NT{AvlKwn+NP#~LC!V~ zP71K)%t1iXq+RFLg=bBYS6=wS%#o!>UBG|7#|+?XF+<{!<+@^w-M25!Z%uZT$GY$v z1()x#U*2u3ZY2ItxzA#U$Rwh`(*h`irvYB$qbusFU)xgm<&6r2>4 z2VH-_u#2G(O(;xS&-+EY&%1NodF6jdeCCQ%IkFp}`*G?uzJ!!ih|opaIa{*s4tuqn z{V3&OM&Trn;{Lq8*P3TpdAWE-ne@KzPK;xHy#nX2dEVhJ%8_9ie4y7F;N{7gMW+s> zClpH)U{?!^Y-j&vzCBV~Qg%J?pRlYyHdX4{Gwv|Ye@f`|emG%Hi_~0Z=7^L$%xe*}| zZYgv#83t3Ygcp#w?;70tANwsCU+eol)Sv%0?t8QMiiMwlfrxxokUV=Vg;OH+8**Zo z%-8?8$r_|}kWx1M=#&;#bnwBouF0Qc1|q`oIBWHQ#)&%g7Tr$)0nX6m-P`%s=WVy^ z5qZ+QSY!Pjg|IY4n_2)8%X?w^544lC@A%-13i)9#>o@xQ<`i)H z>Cae%=IFY)r+&DTnWqBgWcX!@=`+)Yc)zN|3?D*<_pbtQl#M9L{<7tkymSfhY$(4R z2h)1CWk+Sr3+ceN_5Y^#|7D~$W&(Qx9~>}c&U2A0t$y~oAz|>|06(z#hSBl zka?wsWaMJIU>`nMeTzaQIRoFjIFwOF9gzwbg_@;FULKI9NlbjEnXNm5IqwS#lZIkZ z_7f~2F)25w%gEW-vov%y>CnIJHTJ(87oK3Q1Vq(nQiHqyL2!wc zR48|rrPCm-TK+bNRK{mm|GE@I%eK=B{(lZZGHv0FZ+?lc)#8-u%4z>6$^Ij1|4G?S z4JDye9oM?$rvFC^V2yGoWnf^K z9T)kYNm|1-+{RgYpr<$wf$G|~g;`fNX{a1qiu8VT!l7%8<%>ao@U%`e|N3y+xY5tM zpl1@P;&UichX^pc=HD5K7}99v*pZI0jxuU4Rq!RouTk0#TNr{un`cl9(AA=+6^ zqXg}>UEkUo-Ixf93;wl@27Do2ts1i14YK7|ln{0Li+k}>8?PbG$QTYgWY3<)DEWsC% zuDrtb)_%*)BDF%KFz(q6OcRCH!Pmo18)~+Nog2_!7+oBfNF*so+*l%Mh!;PLINR7~ ziH|oweo>|x*5~{BweSUWQ-N4f!UTTl8c`J&SMHG^@0-PwE%L!5v4}QfR831%(vDA= z$(Q?OX;qM9nf4_*Ec$3SPtLm6>HTG#ju;mNSLQPhXCNK|o*J9exu5l!^KBC>C-k`Q zE2iZ&!0*TUn`P_rwwvV%XH1{^Z;bMrIM;$bXKbyT>UTJ{UZk)0819}~9olP<=i#! z=%MaBKI206vyjXKItr>i5-9mJu6}~qReUU4r~TN+_MuD(u929~G_AZTa=#Fzif)$k zu_&Rk8>*SOE{H_uJT}!w3xN{fjxTph= zH+;WOMSJdR2Q(MOBw;dp=i2RCH>J%VpubR7K9@KASegJ(yfo$XdADvLq`qkKU>O%j0e<< z~ua$Y~%f9RH1H%Hl z=k^Blq5A%W9Fe`X+CY=8Ve(?7DeuSl%FVEq-rcb@ZG9*rk~05geMW3Nq!OXEa|o>2 z0HB4mE>D73_YwS#y)#}efL}JmYUcPg*aYAdMfl+|Ngjvc0ig?>jJxlBy3%PpUiVDt z!(7Ira_ywAIGb(mI8{2Hl1qTySTu$0AuI6jh0WmEcS~v5mHFA73+~JtdZWz@dlUE_ zy?>fKS`BpI`XxZ9Sv=GtJ}e=LOrXA)*ESk+E`@U8=dNU@1!0rih$EU2mTNq=bagP_ zAx1Jkl@eFQXOny&H}|SaaapJ&q-(o*M^Y6gGGm@KA3sg;5nhrwXP}#~jte+~DzMc8 z$8IPfMt@pa5kF_5YJl-G9Ig3N4a0~JEB$6Lh;|cE!QcgdA2^m*ywcNA^gP$xwf*r7 zcH&BMbN70|^||A-bABI>^aVIfvrrV}I+Q;+BZ%F@dA0*#)U^vh%3g7B9)q^@K=bvi z*q5lT_J&8VT~87o8$Ka6qRLgTdhW#Q`k0D`2hY^B;O=Us-eWf|r}by?cg z)zSxAit)+S6*pH898l8LeKs$y%h(KjZ1+c@`Z*oDp291PdCiWuwOQDw)y|7-y>HtoYcCq!pES-k z%$YG<)f^2D2cexu-)(ui=!z%Jq&r%CHt(g2Cr%`s$mw$%%@s82urrwpedL+%1 z?P?QiG!_lwij8Q7%t5HfcRMq5Z(<0mHqCFcPb9d2D9DDJDMLidtQk0^4*n++*h`_u z0^%)@%&oT$-R2M&L!V4bka$WN^7Z{GgF;Kjd}kWnrg}R}XR+uKYxpmaKWpNeg`q76 zPy9$Ua^;Mp_c4dKRy?btqlyKcMN+>0`Ueu`R#@SN@g59cjh$ zo}dc+o#kk7*^eI|`N>{LM3`N-Vuk?#VzZhio77j~Rgwnp2^)TzrW!ylFD2sXayW?4 z@2(ec4bgUFlk+bDbaK^Pnvc|qD0-r)DhH*cf$X_$3ML!#8o0=TS^9}(Sw?-Fti1Boz?Cgei=8v|&ihZT$2q_6ScaL083|wog_hQR@kgA} z{TyvW2rHyK$8Yhs0WX_keoRZP8<&S0!{26#6mdc85IzK|;w;oe^-pb9=EG|@CQlIu zC?zxi-WM6NkA*TDg`$iS@|9_n?pt$r39gq_7R(V)q1}z#8OY^8!M1VQAc@04&yE8Z zE4HpI6w6XD@I2XV))GOX*VcB5vL4DUgn*H@#~S8!RWgDmu!Xid z+PEBg05KE>Es1$Bo&=I(Fg=hTcjQ*FV5xh$-xKm=X&Z+(DZ{n}%Fo%|;aMkuI-J!&1^_DMlr&Op556sK@cgHs>$%GEw z?nss6jq^6Bzm_M|pOepvhk<9OXImX^2LP+*#A~Ty$|e4Ny*YE(=Bm_O4G5^rnmH0hH?GYuT)!Ha&?v}rc>le3}45( ztsa6;5VCX2KM^PSEnV2OXm}=>9aP}Flo=?nPcgul$)qKC)(-VP?`zxBlNbz&a0^&>f_7@!0#0L8(>XxmLO#sQ*lxE1!gop$l0cwH6z8RN~G)E z2(D2a`)2S&Bo5^&3(t3s%hbz@=Ez9VlW-RlzvU)!e_EdH_{aNncmekXctgb;rr=VT zPvjTWJbVI6E1-NMH+1&?ieay`hVjnD*rLc8>m5B5evL#H3q$x|!yqdXM5`ZQ zmSnK<#GN5iw6D0-PG{*CG0k1aV5gT&sJhR5{@ua#j*th1%rzJ!74tLdepFu_x~IU7 z{Q0cZ;fsrEv*yUxf`nug@O=hqUko=iV~<(s+|YF;8=t`U!{qq1)-wy+E_=5O5!ho9 zlV(6HXmi*J=HUF5hLl#MhdF}+!~$HJ&-F7+>&&@=0T(vBfCgLP&Y}zIfOO=g$X5u=(kw`lRck=0nk;j)1WnY~U6aP8r z$_l{Lw@g92wmAE~yIO<_*ECIt#i7_2c1Oby4{W&KayccjLr^yMZj!;Z3FwEBoa~tU zJCu=2S~Z*833s|HDwFOz=j^Nq!L6x0pVF&2c61>u7oSKXxQl`ajYNS=M$fME?c*2a zDfzLFFx>$h)EZQ&Baet^FcWiTQOrL_kp15r8#_VQk1%{8N&1}++qQo@w_NgZvA)Cg zaHpAS`1n2-b1R}5(NFPl-;U*0$FR{Iehp) zs*xbv#T@ay>O_}Ba+W!q?GQd_5v;$k_dAb-9xBkQ4BKOKn3vK?b_|a z!}5B&FcRvv=cpPj%UQXq!XKAT4{OD=gTp|ySRXN|qLsoX@x(yUeR&XMH9ySl`(7Pb-+%`gHORJxoq zl6XwD!X$_ZTIbcFi6X_Gn){5N)3D*HzJQ?Hy6x<{5#ihXF2Pt_bGp$TQ|aK#_C- zrPYs5t$xXmQy7o2H!GNJ&w+B6*6bbyxnbHoM6PS)Plg|fiG4W!(Xi6*i}mKlAEdU{QVgaLJjG*U%b3l zcv2|-=rxcd>x(wX1s1(l z&Tb12hkjgf>1K_}?@Rq*Zn_vvAsJBW5KhfiDU+3GM65As!!mGY9ElxS1%7B*mVZ?>3iAgo&{Ufe8kGTHBeIpto{~ZdWqw(pWGhlJ`XPV-e!v_^|;xlUlMrE zMBbi@>TEg%yR7NTXUlsItIhOWr0&=j#j_7Pe3*+FG!b(iKUT$eM*%vry#>j7;Zvaz z8iC`UwVu2Dn(oL!QQHg0bJruUlD=_!t&VB#XfCk3Xb!4pRy#5i7)A?)Cs%n*T@JY*Y?@>LrY3=&Eji8U=g4c z>;OZZ=6i{JO37k`$CW~)ou?8r1tV3d1_5_la5r}my8!{dyn9831BnmBQk;C+lOtIz zce?>e-gl0{(_5NBX1pDj-$6g(Yi%!3c1cfHT5{AXv1x;$POxHn5!R{K_B%$0M zuId5LBpoCMFcDP3uyg51>DC%dFz$re%|5mZK-H)5JLR3f z*jO|97E+m!4GS%uQ)`D|=EfM3j$~u9a&uy7L`)>+?$HG&t0yZMACl1jqUO#IjM~um zIlidZ2g#oc??^`hvDO_@>4HUOYF0+O2`#8He$Cr_*4O z7wp0@O=Z7G!Q$zjY#M>=78pNy={#`J%67O=!B#O4aleOp?&epq$SWyzS~2Cu&Vg+l zF)&;5H|58&$j>H5;+0(T#2P&jB7Yt~8D7+w{^U;_syLoT#KR|;LaQs|isxoD9O&o7gNWi`d^GRZ}Ff>A%*v`!uoVlFalhl3<+YLmKo_l|R?}a*JQnb5J5FWA?xlB-8 z2L^7bYkXIw-K!Bvyy7D3ZtCvXOijc#q7|bp*Lh;Tl+?OIFM=V9Dv|w!`{UoRO(V>> zuwQq$N1Q~7L~mHPNxo0Iyse(t?w>{6{@I>VOdic>A3@)%9Y-n%5sPI!gMqovW`|nw zE|&#{N?I9LWH*i4C7^isxse3_bT!v6>p+%Ye%6V4^Mc!xp>@ zOmLNAmzD#dD?oauKc(D{dZMn;iVlu22ZTixQIEM$bSS4SGHgMDVy38%30;ov%OVGH zjk@4rcxhB~Kr#y=sjb|RMj5Si-m{5-E=yq4)$w=K_9L3L+nfF3iVkYIs1<_{F$v5S zQY)h)M7I95=ZT=qGP*Z%fRjR7*A`=@IW{wLeWq5N&`dUWfI}WJQAkKMZg7Nc>6Mf2 zM^V=kPH7<=*KraF3IIScY@uzej2I35Bd1M(F<^ z@lW1w{;z+VrNv)X0~ZyyV+2i!U9~nhzcFdG)xd@RodXE=3y~oFjsS%%>vI~9P4vka z91S#sRJ!4LSLjiy5uc|?VA-q^wTK7Aupdh>X*@x4*qqTzfrrgRhesd~-$*dqAuRc8 zwNFFQm_k0Q_e#xAT7Tfjt;#0!(f-si7xh@NvtF`56R$$Mcgi2~(SZ5PzNT3y%)Z!W zrWw2y7%$0|+iBLKQ9FCAtz22D&Z7Y2sa^TW{F?%td7$|{x=JTQkB%kF2II>tU(uzX zq$qr*UX}fy>940Bzl4d1s{%NHO91BzRnA%WHPHTsvT_S6Bc+bZ-8Shp9#e#I`pKRe(){KLZ~Z( zG()cM%=Z!+qPu?0Xth2(u-BLC0S4^m5NV^5SpJ0lMPr||Qen!$oFjuhqRp6MWM*$7 z6$)gN7KeWESjfY*gUbIw`${=Jcq2Z`?4!}aRrYtb)cWjy(mR!HYUqH26(Qk@3O2n5 z*H>~wzkI8R0hLKHvx{^;dZe;|6k2Gb4odwH?7KBhFN?VpgMuesC2U!b0rDij#K6il zjb(o(Y!`xke8X)QdeOP8ER>#P^x*|j!%PQ0nh?ejue-)IJ(Xo2I$1i(xc+VGQJ?)1 z`xj3~Xr2ugHbFbS%o|uAN-wqb{`Nuh0C;-}ix##%FG=kG>bQ0}k)kBXYEVC|RZW@* zs+5c%(2n__26ypE6bJITljd~{g2;dP@*A6WQ(a9>ZKn^iTyK32tJ%2m{i3TY5ZUn{ z(|ulW{g_GLRY6GsxkO}$WI_TPU8=#LlE)Z60-HfM4IXOTF`;n5Q_CXbD2xemEHG@t209K=pVJ8A$lnI9--} zaM~qIS=PH>>AndbBdyw9OBDF?r^O>O_4CPg4BPn^2DKp`Z+Yrg-)2L}!X3f|hKR)M z)krEu`;Z=-J$gTGOp`WFtDcw z(R!SQsQWBY@l&}mvHTcV-IB@@c#((PK0r zCNu2g4!W{h5~f<%GlRLfQZ^Z6G%K&q*s4>i%^FP}EhTr~tC6>#C>KtIfB5{udqd2Y z|Cszc-hi(_-fs#LbbiLiq(k*% z>sEwn%;^TG`2EQ6{Mzbh=J^@eB z^S@`VKQr}f`x^|sq0Aos>_54N!g6{w=p$w#Qd=Tr&l^;-?WG2^(dOx~)mAKGnhJ~Z zODO;=s?kDpHMQn&Gzh8<3cEchT@iOF@#b9IMTy7flnW0v@k)Oem~T&`sgc#SWmfr) zrt+2G(WT=^JK-cF_3I^tfk_#%|Hal{Mb#B-Yq)5TKyY_=2<~pdJ-EBe#Dly0#NC1h zcXxMpCQfhGJ<2b|B`VT;wV&m?nSo_p(?-%Q*x+bldU*Ib$g(N@^h9n*>o#%SWhPgF zS57}Cmu|D*`J4zCL$09-wpx!vrgXo&Pz7tvXj%gJjR@Sjmw^mIzjN@_hH#)$A+=?G zSZddG)Rntd(?vR>jX?9)8a(gatq4@!De4_r!&*AWLh))vl2L6C$tE_j8+jw?1{Mg3 zq%*BtE9B7ht?_Dhe`e~}1bABy#cw|C)YbToO*UFSeo~XlncEjALx)E@Ix)1h#+uGm zz(k?!&$m|GYWq*Kuzr2nW(^QF-NQ(Z592&YeGs;Vb>g7m zbukS2fvlD5_eIGKQHA}4#{j`qBazEe&1|Q5_tvSOJa{}xg;4ltIN&l}_R(2^hJ~?! z#$rd?>;S8YffCn4ZJlT=Ru&Lg_T zQXT6fEYG?MceaZElw?M9`rrX~^bpWvwxj7@Blq$+T;!C1%k7^f05P!*MoVq-gxD{D za*8X>jPJIn_X*m?;D_4lZFT&BfBySWr->dYEF;)1xf{tqgb(=UQsct*oy9+?1t|4?JsYR!`c-LMDF zyV)|o$Wd4r35RCbMWuL1?jg#fHYo#_B=hgEe?%zC#*EX$w}*l!_#yE%m6WgU9$C}4 ze1VF`Bb);vX{zVDYRM_)etkI79jes%wsHkkzL;C<@iCW;2Hz*PBA!G@m@M7KTl>jT zr~vObwvN)G^wAB`9w+qZ2M>{XNj4dF3nr|*qKZm-H;joS$5-(+uU8s-{!rTz>c!IA+c7j83Bx(Rn(9XU^>ZK^h zr6sGvJ!}NAF{Nz=HznN>EG*riSbO`>+UwL~p&g0j5=N0j zZ}x-|4b&GCMb(X?iSCaBfG37(%e&;SlVeB5(d{@iqz?Vzvq%XOA2C0uV14MhhBP6+ zz9*-FAC!a8{UhP_Ta&9+E8F?(4=kWvA`E6w8=kF7-PXLjuW8cX&|;*ic2iMaw@JLn zMZI-pb&yQGdcPtoU&dQZhMiJr>U*6ot$gWFWa-T+K5ph8t_bU?GxG>>wOu>;XEi|$ zJ{!6E9yk@l)5P?c&9eC^0xsgJnP%GJxN|$Rf~aKk;++e*N2BcmoH-!@XforA1QvIU zf~cfgy22PHU2TWpx`NMEMQEU;N>fng`S!&KS04E!2`@>TogQgs5~B~RHVq{pZCIM< zO+Dc%((8Zc)FK+32Lj*s3G3^8X|eVo?P-nCgQJs|mdT8tz?bTeWN>3|ucbx)UJ~Bw z5DKJRt)B@x^`sw+eo*nPuIa;fR{~aq=*NSCP9B7XxS4+a1+IQGzA!r9Jh8K9e&wI> zf%e60kwzV}5;4-3-xJ(rvdg15j2|K21Cca5@1L^2h!ya{>HKvEYG^ez zlKbRoM(YfTdUsb~N$pR*3uPG5O!QC*!c=v=$qrG!2m;@dxF}?czZMAbj&6Rsd7%w( zx>W#;*Ehuy9>F-YOw7a6Ex}Ztv(?>+&3OhrC>CF<80;tY!i0gmApnjOwlqsJN3fXI zj}EMJc&EHULOvp9k()WdH$m-~J~>UkoeD(VLxz#jIiTtFbrvM5u9Y>_cLX;wk1bOz zCbuNYs9!H~8HymCDE%~pdvHLvAl<|}Zn#6{4=!4y89QGrRW3rY@Y2LuPcO>X;o_aY zkq7v1Q{VZ-CWO)znq8k)=7(2zV;duHo~&FSXcoN4zBTysDR}9`0Lg_15GEEXztX9d zwGQ>OJ)ID=c!T-ug9D^0N76*mHs{**2wn~Cr!)tacI7rdm{JdAN+Xe7TTA}6q`~Gl zgC^0F&HW=UE;RNW4^%vv_=zKj~qrQWH#6{U46M`~R!ooTUyvCI;qWGoM$cWW7Y26sW*BE+#c zRXA@%b56p>h6co3F%;echwMUEvne@xZN8-LGj2kc60{0lKcxoU5PNTe*dAZd03p=W zOhbpAvdKs0`7Vy%a%%}dR$HRsUvaFnw*+lj44w*L+2Cap(wgz*h98FbQ|bTefNf_2 zX@>rH!=BG1En;B3%&wK%d8hAajb<128tKT)Ez^}8E{Qhx#1f@w&Anj8;!l7Md>m+a z(}5VN;Hl5fA?XvgC(6CpLVqW_V6`8k-05kfr56q+yrPxI#|o{joyP6iVSM&#aQQy& z=mCoqBq~+wI!(y1os4|@jEMOiJAIw!70nAlw}}6%IKqPc9rAsk(t>p70vO3hNC^HN zU~(;uvr~aZUwbl(r+zrw1g0{G-WoG!*I{NzfnVq}ei8PQS^*jHak&ukt5mZ>}VssM=ou z^g~MD5Z?p!)mjSJk;j@tnxtS*I9bS3F5fQ}d*?yTU5Jay!=Q?Nyv@oc(E@GG0n%=6G}@4*>&&-RTOB7jgS7N!a_QaP~-nlcDw3j(-mu^ zER5lhE5RgTv5{fIH|=jha3c#V#?#r9g!%eOGqiHO0oSH%zMd3UjmApck^&c>L%=<+3g8H?v_qvn-D+~wG~S0u)p!G^B*kEK$r zhi8MbDeIu~sEIjiUCr@j^>mwi2-wMF@cnQjj_D}OuOS2n39|h(c9wYJW~)`)mQ7do z6XkD&k2@@gxsN!NSzRf2rKo4t82k5@?YH_ajl~sBT+M7JGmKkwLPPAwB|xvxyCEuWa0S+pLL^WtFtVX$QbDbmKiU;lLJAz(;3G@Es>f-sEKe8Qdm-M9IV^Q#UXo9fxJ&h(1QY znIxsJ54~@CJ#qN-I@P<~z-<+~*q=H;hMFgBS7X5Ywrd5#)HGVTVX>(?LOMyOk z{=d`bA6xWzoB;^#7Ezai%f*?tczcPo!ea&sZo=OXmr458-}>|6Os@~3U09A{p&FL+lzxRL;CNKI+Hdf((^b1z!6x*P>RupgfSatG58F!ByCmaF47DsSkQl* zcbVgmPBN7{i;%qcO#hhG5KfTdUtXq^`Yo1~Hl{g9)VJwu$?+YWDj~PwXz%YHunbtdF^WSLy(=wcJW> zFhyMmb|neJRv%6omkEousc24~r1hnc>pMV*kLw~#%}Y)jbj+g%b|zY`)Cng;Xf_@| z==}#29xAWmHWklHWziQv83y%kz0H+cDs4PYTAXj9k0@hnl(&%r07(ueze%(JzFyxSX_lg_I+i5^sRo+!WV=QsQS4AxrPfjKW94{lZ#++r z(oH?^fwc;VIyQFlop>!sU}m2zseE6A6ExIcCljS{g{z6Q;2H`d&9u@@bl$P_tUw1J z@J_YHI0XkU=pvxQ=j1_{hEGrRnI7*mf$ZE}temqZhnEXEyj_lZOs_MXSjhfhbrQ3~ zSosT1~@4T0va?{@uDXt@p>$WP8Ju*1}xcUB`>|1<~)Uh@uOhe2(zCw z^WX2oi!|OUtgN``TZ+L(deRQ^LK=`sH@K-i0vKCBaq>~rQ6)o7zl^Dcq~Y%G%-^7_ zalqH!XHJ!sh$j`;CNx3n(T86)7Ad~u`FX>)xJLg_o8h0OWcdQI?D<>1z3rF~UUvMa z2YF5|Yj+aLdyUYBr#5ENXJ{6;%tiXgnb*n%ukm= z5C3RJ*f?wd+&;CC#65H`m}h9Wh1+&PY6~N9W%zTDVyrA4N{1~far+bN`|BeXk7Q{v z)pLflY<7&;l$Q~-o9R2viL3r<#9JPNc-L^@v6`H=4*w)Jj=JTeve++iH8srlMap<>yMkObt+V-sfIx4-A zG;nm6e_A>6n7(3(!%SHarPbfR)d`=&&@?vsFo^K-pw);aie2m&$@j)pc++hZBjj{_ zcn&*OynC=)Aq*6P@R1QwqO{d4lAU@rVfDMbCF{9ln#+pjetn!(U$Mg~;`HLQ0=Rrg zyFQr^hQ(|KJ`(ptYuZmv44#h1d6sNGJ`Fur` zglx8kigHQ`qOWh)Ad};f$ZwBVLpOs_UPuNb0t=m9R(aMD&2|n(-;W8YefThx5Rc^_ zU5mYW7^IG^e^y)`dsslYnW-2~8vt7e9iD;)65<;E$-1XnG0@YCKfK?2R8DN~@Y_QQ zT2_br5pB)%DYJEz2-nWAnK0D;9k!`q(NOEJ>+3z1i#P4_W^PwBgPd%3)qC22b?l|9 z`W1dSs5qy461gs)iq^Za5l(iGc}X)CG@?mJHx>%5i+; zQ!u86U}`uO9gY=dNmDJt!>Eo9QF-q9kIQ4=*3oRqSJ!oH=nEM4XIe1n9z8_QB zegq&{f7#A0x}wQo`u&owImbR20iee=Sv!;uarH)Img4?>qRW}% zZyA%hh~_7jy3fp5JXDA~I$%m|Jn*!PJI{qF1Od2FxyB^S7Wx7s=G_UN^XTNRgi=y! z%2s8EUl(SBV$RNsZsr*4v4xrqw|AqbkrisZ!+Ul6K0M2ws&GO@V<6Pm`Zje%35J{X z!Y7Ow@3giez>g_$E$AS-{^gT*&)k^Cm9%NW#bz%A;{&FIJf^}YDw#e!Sc7PJGjNm> z5V(bqKLcSKGy9L_SvF}L24nNY1Xle(TW`d=%<_k+a6d4C)IH&KdDpM|H+$sadf;LO zN*-^C7_5)JxTb0M6S|%7)Z$d(J2~g2M)}xcOUh#?w^kh)C>S;#C^EVOP<4%#YrpLB zXxaUE3b@fq`56+pXy3=^wG&|Y4KjZ!?PO4~Q$;p~*)OpRJQ`au@ z7Ca#I`9(?Yn?9IvAWlN}<~77>=uk{c3N{%OaIRdL0)i5qIkI zBfYZ%pRV!pxw~SfO4SXE^h|&xTHIDz-lz9CUCm7g=X}xXg($~kQjSdEkZWzPGr!0` z>7R~>I)nSQ3sR23sBe?Eg!+56{0vrNEIhnu4PdTf974{a_4#NYR^zec&U~iyH?UDm z45Gw-b#$d>HqmiwZN=ni$fK3m6KI~sD6?R{i+z^W8o|#$+O9%@iZfCziCHe?M{e~o z3qARc_Nw4>1NwAMOy1uLOJ+Q5muF=8t}fOe{D`9akp$Nv#mw~rQl`L|Jc#zcdISiK z0H9i+_z{b^lC1LFiS$R1c$49gy|*=N0F!1jCriZ=R0ZKI}n zQhzk_wvsmxQ!Gz>XJCXm{#6au&>#S?vvmgTHf5tDj*4aSG`b5plIBKnDn#GQQ)r6` zPRaywClyN$G6-LeyWm7!`OZf1V(m)sMGg*v;(CAGA`=Tl@LzSRa&KpfTGlj*ef|&w z@TB3mGck3UKTD+25*!H-LqITXlnr0p3K&&)bpqzb2Wt)|#Q$;5se2TA*akCae8*_& z8T%RgQ0PYb#?m@kkxOXKrw6A;rPCzs#N_h!pD3zxzc|Fv)$CG(ay%iGX1TmI$yLUe zL@b!;(K@Ylo<;p7r&*bV{R!6kPW#bS54LM!tZ6E(-Q#ykrB8UQJvc*{h2<`UP9f<)gBOYavgQM|i~UD?G$a)sV6~nXixF1dccYwfzQ)Zl0;~x}QU- zG^hXj4St4G8I6vO)g@~Fg6JXQM<(&Y9-r_*mSF0RABpOHLnUzKaJW)#@7!q0aGe*Y z9Hka*Q1Qq4Qj)(ll0`&ht;;3kzMjs=-As@s+1X_1YS8RFt@5wY2@gWHR$p6#Sabo3uBf``~9%j@~dg{(p3vodl81lz`## z`IvFJOFymFOSa?RlN1nwa8GYd3HlmC{?EGm=ktPazr-L5re3EV>QL{x-4A{J+@-I>M{BW-Y){+T;GoTvP%d!ms~_~?=P-!Fu_Ej4HR8`{= zQat?qzvS755&E@GqgBE^5)-FUwG@z;llFq{G@*AXO$2x{r`e;T6x&1&ac0u0F}w6V zF~>zf32wPuL~!)~7MlMV1kzJN3|#LH*v5EWtT!N|Jww z&Vq@BwL};V8!QFM9RWR^>;)dUUr&}eD!)N$JxkF>+5C_6_22aRe+QhY0o*U7(d+tr zhB5oRBTkC+sz`P?mJWMG-2BUla!OGW@+$3+xL+K}z#&#fIt@{(ki%h|?l>}({XKDQ&BC5;y$!+kNA_R(^ z0_9F?-U@U>d!;3VvRu)_9<^DCy||b0#p?cgeg%sQzska`EmR5u&nfW-6Y2$w^wd*F zJ75<^S0{f7k6q29ny$xw!LXs(ywXsRpcMmd@)+XUm_JP&62a4tN$m%{f$PW z2B|Y;Vp*>AVSn?pn5zRJ&FI21OZkVPuJcMtagW?~3u3R|kPfH+3*q~P&?8PQO|A3z z2TQ)UZ3d$019qo9ahMQM(EkW%QBh{JmVs=96O)pWS@62Hohb(t?6=}g*!)XJYZ>zP zi#{0hnv~9OrrW?689gXt$iWn=!=tw&+<%EZy~#q1sMy%UAN!VmF-eudxG1K_j4gXz z99?O)b1iLop4f(Y`B%SIg4hoMVy}MywL=!-r;}P4%|bV-wTx20TpiMaxPqMvalrkA z<$O!U+S2j?bB?(6FL`(nA+vmK5Sh ziQ&evRrSg-evwU#aND!BK<7!3t+_3tI_y&oD@q*dVoXm32s`e{k*o&a6s9`ll9d4e zJbD$c>`q&BEXAC9K$sd2**gPtw^9jE79+U)5zPZb#~-vM2Hw+ZGi7OUiL42M5sJuY z09_R5eAOcHaNK0p(blA_GV@1onHxJnZYp*=t+pWWc%dtQ1biaF!<`{dTT^tLsDbyG z8B8$2Jbr|C$iAj8VbedFk-N-DHtHouv=)aSg9tCK-=}L>Uz=h04!(TC4yc4X z$GX(*5*KWUfqmBnxz;aiY8ZZRd_<<2m*N_Sj~*w@o4Bk-OmQ7;zfCnWX!?-gvirR^ z!MnkV6Y-v}l=a=)!QKO#RxTtY;@tQ_k`QXeV@+Yv|5fn_IQSq11FhXrz9zcmH*%nS zT;A{!N4$vVZt#5f^gUAF`#BAe9vc_4mxO0IqZ?#Y+2X2qJlcksSU}m4@w|2hp5^QE z{bqB(_p2pDNIp34D|g071@Kylnhjq1`v>+2tYaxG?iYEhd*-)6AE#<%b+Ax5K+iju z0UF$X@9);!AY7O~eJYShP}))*T+{Y3j}FlhVS(AWI30em-z;BWHhZsbDwJOg4w^s9 z6~2!k;sBMZlP`&CT4R!}p>85uQ?#`qUVnVV>2V&{BwQ}fhVh#WX%k?z3j(XRG|P0|74`x$EQm3$ zAuDGlqgLoQoyjNll?}v-jFc9%0GwP2`5?3?dB6Y$%X^b!sjje$=91jW*m;RJsdER1 zv;}`M^I+Qzh#Qwq=KH7ro9BKY0V6Q0{?Tkn1?pCVwM z@{d`wMV$rUGv#DQ81a?K%a$g9Tp?vrHvtZLOj>n@d>st(hJmER8h z?oG1zHJXc{+YWEE7T+gQb9>4p}XAN5K5yiuR8 zCl@47n1YF68?=-Ae%I@}%SB%*`vGGNtd0non zMx@^}W%Udza(A(^QwEY{=M(%bWw=G?v^Wplq{EnPqG|%X&~`SF;cZ%9ZPYjk#^iu; z|AU_ZI;a<%*Og2G&Oww)%PZ)K&2r5^%G^&qeB)54&g&L-S=-KmU})ykCysT_CidpP zqUYAIkdRu9l_^cDhw91Pxrnd_FFxQC8Zr6jR_&WybQ6*BbtGm`Yr5mN9QkT;2rmG% zml=1m#;&iQR!+HFOwnwN*nCSD4_B7dF>C7lQoQl1<_ae#!WAp#by1;NBQoRD)y#r* z+0rJ;MsttLT(TWLUQ5k|33o=-ias%gYF*Ia$0@X!afqsE!10#3?%^NJr>SlidF%n>@X9O(rFrb8r}_qy_x& z@)}>*tlee0;|6F;dkIs>)T7zOqyl8MsVxRMzMQQXY+m-_92(I|3_Lj!lrr8vd2RW` z=;Q>!m0+zpis+EApuX^m!f{QgPVLQg3?K zy3CZsXYQrrZxn$umgCtV97(e^GI{+?xC(A&k%RuB(VbiA6>uCy8{G(R>nuzRX82_( zh18^!+K0D>5|{Apq}lCd-udlfEyJ|X3}weZ4j0#-jh=>OYkCXCIK6mknqo%MoJa#Zi|-@Z4t8RfIJx|$Oafg~0=+9B0WP{V0rx{yizly)Bl{UH zoZJb{9#5%!&-LoU!|aQijIP&9&YD*;Q1-3=2d7eY`?yc`za$uL4uVUMq0ZY?;Gt5< zmiue{_iP-I>Af{-pz`&G`}U^mmIozIwe|YWz<|4SqTgR?&wA#Ah^6%1 zmb8@OXoJoLTn#v!T#)su_T~Ar?YHG-IjxadGyE|J_+ayX=1BZNLYZQ_8gE)=JT?}` zy2=7Pz(;VE{_J5CYM&DD^@?gsK8J0v7PD|*$H6ShkXqtS-`DzRUadY}%Nirb%yMVM zC0`4WZOAygvYX!?FC_F^Jmqk)wyyTvJpXzaqe7H5Qf%^}n%UfYzTzBM`C?HY+phr< z(^ajO(lr%p7_z_mUQMZ*X`G9B;t-eJ9UTT&CP-cesE;G&#L-O6#1UUU+E+8T4&<%L z4_GH(*Q>dqb-`{5ZO&;Pj||oFejX|Q`6qi{r}J_1*Ay6RykuGe^qZTIA;2q} zc=n+e<2|UmgRt<1j{;^|O2K5l(Euo{1VMXIaWdvj=NY+#>5G(>8IMJ^+6GK{3w3Si zzerpz+j$U}KZBlO%~#&XJ1bfm{w{&gb9zxC1-y|XE3+=5hu@V4Vmu0F#2);0ew|Ed zpZef-}>|Q5rg6Cv)lsg%%o~AhmyLeZ`?I;wsvvZT}l~K z0JKdTw$g*kebZG}lbAJj)?A*Wgp)MEHytkdRU-n(ySv52%W@?5;vVaXpgSQxt%VZ1 z!e{;lPHheYJ6%*u{ZAuYN1W0ETFx=1YPpv`+ZMI&ge{qmmQ%c z_{k)Ea3&4F)E8vuR(y3lK4pI4a)RZH#uHn(FUe*{KzY;|Wc>am&iZ?Tzr*g0_Ns(l$wjfO@~a z|IIS}RcyAv*mT2fVd@(ST%i9hoL#9c^#5wOv}^@7>=*B_9HR2RP{c6=K!+&&LUw&y zL>njeON4ku`2HWze%=-?k8dkN38k$gpt@KW)V%nBkSFNM878S{?5SOVRRs2~tImmG z*Z}|dPdry>xueOxe+nloc{3u$=BRvvIDy4L;TT>5KhcT@V=jR+)I*u&#DG2VhJS<* z(6)K)Q3X_?+N*rNR6cx)1Nrs};%tvfMOEQSuU3c=RzZ?gh1dTkpn92<(%y6;$7BlU z>SSCtZhOCZ9L(O64KR9`4Q}!@34X2Mek0vAZlOqjX@Y0=2eWxeis!d|@Dko$20AG{ zh$m4K-Sq3K7X3pnnsQiM`(bvW15``DnYtASrHSL-sM(%Iw6==Z0*|D!v_t!2W;Yj+a|hP2?9 z?Z)ywgqq(Y8}*bvtmyn#J$jd2YGMSFhx*@3cu8U6mPS0#cK?ZHZwA*H|qbN2x$0T zO?O3_Y7p0tfZ|@Px|xd0w=3bwb-F6R$r{z#_M6!^b^&LqE{?4D zi2A=!z;o*#VllhZu4#(%RBC)%c4ea@N8!9Ae1>@aI-TSj~&AIC;a_c>c&8sQD)FcGh^V40)-<&EW%XB$lg3n zgHwLUWvSH^+_Bpg#>~Tycg;MLwIgpTagL+O%@&AvF^&DXYS-YBmxX*WGD6D*1lYHY zaR<4(4_iX3eY8T8_54`#7!v`$7Uus2KhRxK!Ci~Qw@KZ*El$~wL~qTtO`->m#YmLK z#~0FqD8B;*(ZCRW_nzv@>lPzh3`~)rww?)=nkUsWQ4cTE;niBS4Ku= z2(vQui61JF1rv)jT1(}DqLPY%(MPh@5Wjaf{xUY|lf+!Vu}dwMJAL`C1V>@gr!XkM z+Q|*xR3^b;x*yyUjXcIR5}DPt=Gkz-+VZ(J2&vME>PJ!nT~~@`(2OZUN{l{lf(z(K zbYQoaE1(S1R|8cbbrBWuxxW$_dVITS*#Hi8kc=eL7AJ=E(&u+;D9a{cx2GO3mE9N% z_}g;$k#ItNJjp@pfVCcTzgw}&U9l!+i^50zL3UP4R@)7v88%iMaf(3fB%0~D7Z$kg zGg8w??yYc&xW_XMCYelIlb?fCxM3$gBfT#Op=`I1q<_r&K5nJ#E)2dq{W?%Acbo!7 z&1`Oq-SJN?Z)Taz-`{U+TST7NexbRH)QSPJxBPZ+u~a)%_J1qg_L9Ox6!mM3=K67* z$Z<)cLxS-A@3IE#Dy~7GUDn{%+By*lZnWQl$oL6tgZb}3jV|_-ydxG_+cMkR^NM5@ z>1Tx=zi0vSj4qeHPnsa-8_ec(_pUxM02(j>QbI6+0({qT)jH?2ii2{MaG8I5I-OIx zmO%vh6)%O9b4qx{%OLfI`_vYq3(@|Ms2RSJNJq61-4 zXW@pcpG6nC9l1%^D?yoX45Qxgq458xZV1u6jFCLB-6mg24w%lgkU7obLPw$@u=7Ne zx0`M_3rfL~xVAyJY5KjWIhiISiU>GAM1gC}ufXB@_6EKSL|K~=@(wHT?1nRZ=^X44rSA`r~#lwGv#Mb9G4$a#rS? zMSp57+ns;@oaf?0PD5WYR7rBKOI+H4RtndWp z#*xvq6CKC>M=AzIkK~H_*(>QDGc75IHWb|etwNn}Ik|%MFxC2n_d|K?W|Md(MkT8>)x^h3oq>etqKXE@`3I*bp z`brtvH}7YMtT+*j7Azon;9%wrJjouMj`cRe>drUR%ozL3VV=uo#I=wR!=0FCg|4P^z=D*1Zc=%(kQYNU zBik_V3*9Vzf898N+Q6vBy^oQ2dbWd*9UnKcnL~D+!e2WgDDYOp^lG+MOzQlS{%@g< z9|1R>g#FJGzGqtL6c^<&+ABmjc-wZ|8CPKoI8 zU)laBJze3^GNhv_@QV-lf^K7;5nfsFN(95}Mk?Sp^vg+GGd8Qz{wA}b$kL-!5m|44 z1Cn5FL^ZU1n+t8s7<-!m-mSYScrgzZV@(ey*F2g1{_!fvX@SpZu2bPPBqjH7-#oMF znVpF-BOEX?v-euY!Jtjvb+7%`g>(XV^T^<1VGoR~iTRPIaqm=+=w`$)4YP$BktOe4 zXD^5Bi@n2>s_3Wsn6VorYw-o?SQz|EtvWBft7v+PZv!YdrW!BHQTNZ*APcreimzYf zzNWGr3FC;`_@-WorBdqCq&#~1vEXzAMPvaq+hD2Gh=^2V-dSL%Z6)x_irEk4G|Yd} zAn?gcct8Cvpq}axc=R03B{ejbc4NrL$&w=&^Q(b*r<-~?R zX7<$Mt7!r7uGd!;OGQZIQEt!;?qd~^jI8+-loX+(ixQ=u+bY#g`7}ncpLvHagixSND z9ba92QCsaeTGX=A^n&R)&G96LZ2Eh<;=h4Q{K5O@8Gl1jnj0$Gu^DldJ+pTz1YO>5 zVUV-sQlAw>I*}NX7_#*%rlW~JKD+OLcynO-T3OHt%6c+mMrvOVGOqn7(S`7DVVl3z z@O1#=tog{J4)OhM3XFvT!yd{#T~~x@LQ^(&KZLc~Q$9!qI9^D!*qm{(xjgX1_&^S! z(3&hAiHdFq(5Z?A%>Dv%aK@aob+S0;8JTY88?*H|29N)r98Sl9>)?1^QxUz}B0PYE z?|#5*7E4WD4majnj%LT)sCiSH1b!fY1=eW!IC7Q$PRR9Y6Gb_T+W0)tB&HR}xKXj< zCwr>(LP@_q!hbo_I+hTlzbI%+^#7u0@`)nY+$fd<3y}&|mVu?gOuwDtJQoYLf4$Yu z|1K`oSynp^>q3Ife&qJm{?@4xrA7PY;@ERHqd`c5%ooP#qn_6%Si22PoLyG`*=E0S z*@&->VBf7}xH(96_S3ReNi(U=YM46Nb`s9-i5H`So_{a)gt@>l3&x09(3FXs4;w45 zD_sBXJ|}VVK0@vlrpkK5{TBloBcND5gbxS?Ap8xbV1~b}@j)mQWkhKh zMdE;`*^~E}7w0Y!7%CUfX3CkH$=Z7;Uh}I*Tx}9Rf|_y9skKwk!k-i63h9ir%Z{=U z>+nig!RraZYax=wJN@B&e_&{JLw-_cTuTiN8v&B=@ z818hHWIu~pGJMv^N5rA#{|D2U#Yn0?eCbwVvG>2_KNX^WHB>QtPpm5O-5z)uZ27{_G1JSo;U(+8T1U1q;B^cpN*QCe(KaVHfXw**@3}y^#B{XIbWb4LSAF9e^U4 zvQyVVG24Foh49YStcT26^kTc689N>x$(|@It6gZahN~g8GKXD!C-37OHu1!3LZM|N z7SQay!qz(P2$tFamIX@PETPcM3D^({;d|5XMN(_LH|3{YPtp6%k^Vu;5hfYFqPcYx zFoiYf>|lStaYD|#Ba8)7L+|c>wt1YW=p`|08Dif~U@JK} zGC)Ky+W3kF6{btvJKUzUH{?g;s47n4^E9j1$}GA*i`)o8cZ{igkv-@&koLy zfs((2B6L2u>!yckx3xBu7r90oLE!*@uD zvPxypsKD;SLCGzxv3EDtQ8dEdxZ4cAYMTD{vl~_?^)Xm6Zx8;k9(G#cKcS(+O=QA8 zgAeAODAfDw?6xOuvnD-V=$6MMSFmrGfX&-D;n}&YEs)I3 zXvH?jU$au+j+a>fnQ)y8Nx~{xnxSJA*}vZKN}Gqn=z5ZwrNjzS=j#(`;{eOx+}OTq zqX;4}BLrz**Yw-HW?n$E2b~8zvLeZs;Ne%YnDdJ;nLdt^S=|q7gSpB#M?!|?btR3A z3tYo~kha|9wA0A~!!=wNYPU3w-;=M{vuIzwX4w3s6sU{4fM6{}!{ffRXSd^qmE+r@ z$cSE@<+_=c%D`M6cKY2V=El-E30cmiSYsc-K<>HNtrYCEXxF%kmvdB177!v&DDsQV z0}i~YX!h+RiC(EgK`Udfh><>JV-vQ8Ks2?kTn9+E- zrl{}R2-Acmw;)wwLV_QP5&5wJL$??OSZB?t5x(wUh$zqhhC{`@#8o&iI6$f1DB%hM z82sFJNk^gum3-;~6dh*N=dpSn8}04Azb3Oeaa?65x_4YJR}Eg@&VY(FnFG6Su9avF zZV?Vqj8+zo|D8nMUjz7|yrWTmcX;I&ZsJlX91Tu!yQwc}NgnB)V~S7*%v;f{?$pRr zNK+6&l+XVqPwoA08FP7(E!nh{$&zjv2macca)1KjcMLV#dQ-l?l+#LPIuf>~{M*^Ee&hL7uvv3yQN$)5i8!*0Ll?x!a4jxG4h# zQ40aVoyRZzN3*fpy3oVSY9s__R`Xsopw}H}W+ere(YVyBTzObD@pJdx%uwX!$WziD zy8r<-&Jefa7B~FVa5dq2DBWU(Bq|!!lpyj~M;K?8tDEA*1WIcvV#3+wHxgm|e>kUv z28BEH0K$8HA>PODUte4z-}=N?q&QV+_=~78A3mdtT2#V^JN}uKf6E zjc>5A;l!E>a8_$4HU;IztmYkOh0bMpXE;4f&Wq7Fmf~kkWJxK$E3@-+vv!*6+qOp2&{WZT$T*M1!fn6q>cGviT$^O4_`i)k)^QEUsPlF| zJBTpNH-^h-&uISyrrnety#9jqTLHIWD~3NvR0MQbeQ@_)h2$E&^j~IO7L9@qF#S%YOrz*IS_l0cS0L7_e!riS!_cPT62SWIe}WH za`jRGe(}uyKNO58@yq75L4>=B#@0$~3q{B@ zPQB(_RAEU&zqe%i(CfA^X*1KY|GNU+!vvR!0LGfg$5e2Vx~9jCkC2X{`$ikg)_eSt z_p;TQ!99RDNt$}l!Poh6DfqbIGTn8x<#IVbzmlS85nzzjVx6K?q!_|7*xMStQ`s3f@hg6gQc{~;04&kNiVv>BWl4aCqVY*rD? zO>aLEN8}HBtB`N=ZMqaMgeL5rd4#BXY`W-Q5jDrsWPdE0-;4QCa{N+pTceh$(pEo3ntCg2 z^-9wj@F?Zik22ed_Px`eF>DFP{>POQs_IycWO^*i-pQ zrYz!u*Ht^`#t=ieIV8WDMsy)aLaENjycL~xTd71Sr3MwFq@8h~K@gP0s^{!?8fC7_0_ z+ZdvWo*Pq3uDz6z(c)zlZK&Uyi2l42!ua;c5;nJ=UO&stWpQ)6y9Ns4KGOErOxMOJ zj|kk@G{M+6+!}^#L5c3qJD|-+KYc~~K}#am7^%d#-L#X(c9hdNE%#>9xw{ZAgv}fV zR}1+z>}l!5_5rMa)z%fTdiCj!W3fJ4x1_(j+QNKM!bBLN{7CtH1^GH~S`EQ15}L|7 zA=#4%(u#`1&j`G&6tS3rHa_)DZ|Cx$b|<>sz-t7h1X9yd1rQne#SG6$g}rAI3zheW zEc(xFk^XM+cAs-4$Ja40&cC`ecV!8=sKDEn_no9nTcZnRqN?t=r*tt_m*TI}+5eiq z=mSLlAI8qHy^^R~*B#q-$F`kx)JZzF)v;~ccE`4D+jdscvAyDxSNrUP5BnF?T2(c# z8gtzD98aY5)j*&BW#lZ?-DIi$aKLept0r%i3Q%lFuN<0HMW&o9vW)1FdT8uzp0CJ< z+1DKVj+Ij2HFrS8DS>_{eZzaWl{KZI$Hmt1u-RYWwUP)SCM;o*H9-{5+;U_M&DoB5SZs$4Fes1@F3TCsK<}8 zZ>7%_fmqLmC_HXidQqHSu+M5q+v0f%%Qd$#!Ar?#_H`w3SOsM?pYv`6e}saQh%iUK zrl=ZfigXXTGBcv&gk{bYruY&f`?i#NX%Mo{S*8inlO9e4oRliAiz!<4kL(UQDfW!k z02Y{hQ^Y3&pDpc>#ud`^tn5@`Mp$Q$vlBCY) z>WRza{@Y&nj(<(hY8c%ZLB-*9iDb_n6agDle|*a?c>GE#zt+P#Zd<}&usdcv#aBjYCk zC#5AFBft1Wwc+lpPpiIgVsiZ;*fd!4NuGNvmLi8C+l76Edl0m=B?N>l6QUFPx!z~l zWpGYizS_;$NLWNcDOtS`^RH7*6vlvzuw?-1x1cqK3~CD8#t$f0d+HM=pO0sz7<}%4 zC|XYW>OR_DrUaPmT}8CmJsRpbP+jxGC{p)8QuBsWqQ&PZ1TIA2Sp=-a!6nABP{eiaHSWMM} z7C{)V_L%fCSl@vJ*aEd+5{z;%Izp4>3!C5$=N zcAziVXWyCA75P^3rV8@N3Q;4e{y==7ajKSD(5Ng1MhiN3AoeMunOABZ9>wI8pTl3| zBcu9{AA(kuBTn~O{sw2Kf)e)DP@;ahr$p4kA>tjIWLl;NM?R%=iUm?=px8s9i(B|0 zD5P)-fj;k?{=ydVrl$9)p`lHMdfIO^^ZD+eJ^FJMsH`dmTG}S{|KvZ2g?$*V#r$;XHOh)pz6M{fscM)mBav-i1B8F@YyuYq+2> z&newlj@OsXFqE~TOoZdfK{`apnQ&p}16$a0`um`?zf#=@@U>WFZSMH9nV!MKE7z4j zfkQ5Ogx`(R$D^Xnp!TC9Nnl&MV#^z*+1i|=)eATn)p{w^6G6W2^az!RgDS^am7DP4_H#Dr;y6=15pXu zl7AMZ?bL1yK`>uu4z=S84SVjkAot&%ns)z&v9EmQR~%xf z4wvg%ql=iet(ds!U0c~_u)z?7!N*?Is7DfroD(VbHKlohnO{1Cm*(@lR`4vGPfOKc z97SYvM~t}N4=KFdxVoiVT!s9Uc6fRcn!cMel3bN5*lMuN7X$kzekB*cs^NAG#i#)K#{3 zd$xF$?;Wo3Pbc`t0@QIVBbH!n_Up|4&Tsh0 zB`L=6MsIn&AfC;b~Yy$=R`iKW}ji)Z`SBVK$kty zzg<8ix~z^2@qUlJvmDO-s+eeJjoB5=Um_i{veRapt;}yb-caS0TV@Ns)JXfwULcr6 zll?$h1pAK-xmjN+a3VtVW&&El{k!u-f3)(5i-3J(fSk;YBhsuB8Lc!&qT>Aw6uypvUF|CsHe;dKyT{{|d5NUgA6U^0zobgHTw8dw7(bO^n;~gwKq^sQx zzs?*?Bi(1Zb7xm^`*DuWCH5d&B&&cGz<9AdmoCflAr5gUl49=2<^ol$gRoNx<|rqG z37PgeWzc(HoypB})Mh+! zr{6kJ&)Yqhk5rac9@JO5N)?gkoypfr4S~vy-n(s#lMFYngRFbvPgo z8e;M!ZpqwY!w>BjEqMq{9Y|)^;;YdAjLF5-hV2&Fs|!x#lqgM3w$hE)a+86pbvTKx zehq^rBJlR$6nA45pRZ-g%4noJo=bomxk7P*Ir~06Y>qJO+7q{p$aI&rXE`X!+Q1u=J_h}J5<*IttUKXd zvp{T>y+1TgGh&&+$FWt(V6%`KK8)-S(Ky}{4uG4*HNkJ4OenSaxPf=Sj@|^X4s2)RD!OY!@%AI+sY!O3FC2SeW`tBmN=zkY%+ZmNI^!C= zkn(&Gsm6AFkFYlEpZ(iPZGJBgtyQVxY+>Bh$H$!Ttn~gd+bj(Kn z0(e`v9w)e;anwFfW?J!YuQH$T_2goI>jCCt#O+FLho)j?{=(W&*nK=yaes<^9pze~{IpAYJ@$Jj9+@YA zk)!I!QKE*b%~FlQK`+{}zpMVdlEXHhP+WPgtOy^cNt@2QMJyGy6#~w%4b?(WJrlE* z&3|G>?r>O11H9o%Yr*9~2Up@k7{%4e*>4t7*#TeAH&yYys&jB4b|+&pIY}GfLa#Gb zl#*t4=T@ftR1&0hu_d%Ys0KB*xBdKAEhZ)DwxiY^-QpW61EV`_&Q3r?d|vQfKF%^PxD`peg~ea(4$?!aPq|JIm9_O$tb1;wu2Wp9Hnc(7{=( z+PLgPf|~r%%hS`fw4+1Bn&NSZ^>7m@!KC4jM_(d9@O(GU8!pwg`1P+h?NxN$s*By@ zTeg=~&Y=Zst%A0OlLtsO+4mK2*OZ%-E?b-*KSWS)Q6thOSz22ggPQVDv^6W_qstAFkm0>bp|smJ>}l$oVqA|3c)T0FlI~?iBeZ z+dc&{+#6i0SXebS9I8c8VAK#|wnqI;p&(pMT%JF%RU>(G^A-6RH-{6J)bI_m7(q z>GRI?-)N~Oj$f`kES`T1tXbaIw&x~%i;K}qG}1?70r? z(CHrdyhKUf+=VPo`jtN6I{f!*wHGwOA2XDu}nLjDBGE07^{xoi55bdhco#zXS-4w zo#g)60Ubq+BbP5h)we#&gMcg+#MckS7~ZSs7>+~wHFji-jZ~8GW>LH)m_ItqhT2HlpZ1g-=iJoa z^D)}gWG{ksdR5`iHgT(UBmyadgSLJwB?ZRlslfwHnXI~23_5doH`$%TmSKB&&2Yz& zVuewyZ)A5`P@DIEGS0Dp7*dcj0+)$ob)7=gC)JYfL62+1Uo)4 ztFtacaXQxQ*;qe$ChHEalS&m5+CWvrvuPwVR+x`-wn64+pIm>JKL? z)WNHm9u&M0QR`$5MPJKS^rB1MGian(1LBq^3_;^DVlaEpVW-?UJf2VMW<7v~eS86$ zVJIwTzA`)B!+aO=E!yo+Ts@;+T%!P*CSR$?(a$$h@FUuRA9j6R*Edp7U@@y`jWhNeZ8$9d$?R@h4~mmg3Y0^KcX~ew#<_VFc}ZI=WkYcB-OxKPFY%O z>!Af74%?e@47hfx8*(?t4ev=n3~@lxjbTpYXEuR6n7gMXZgy7DDJ!dfoi`}8m1_@! zMOtvZ8Ey1Phh#UZm-4X~oN>nxMBIqEcw^BG$n*F2n1aglz1prN?kax@|K4cDxOJ$U zNC#deD_0z}yd6h~pwVC8!WG;&wA#agiJ?{iFl5z=be8+UL7!Yxjuy5dfA=HRXgM?6 zt^wna_i8SM;`*rpj>_u0m2XuWKDbY2>#V>l?}3+2ec~dq*jcyw(H8PthtX~=6<7|@ zRen+YleS;(ove-u_q#*kL88t)qt$m7^}EFSpPQO>RsBogBXa{TsGBp z=#2>GwNI9<>dX>*)oMoH%c(JYoR?zyi6?IITlr`;d#k2fW{{r8{N6edzT>N*Wd|KWeR)iKZ%4t8;ny7+#|lE*bNj<)*4vp}W1B1{vA zQ7NI=WpNPmop#;RY2_;zup!bDj*IGicKn@OS(HKI$Fw!iA`eb{Jj|Qbs&)v7Nt zFD+i5PfkN$E9H9G$>3E5r#e(&|MM1HUEJMB999u2HqT9?)lPJc>&@DbyslvM^|c$| zb;;i>8NI`0iwQMcy^TM3Ts?SUW5w^n-a>}7Aiu%#D6sD-mc&91H`yFykCY@1@Vj%W zqB^BiMXEGOtX1S_bGx`%smRc%k)5{>*p$x@CTmgT+iCwxA>$OD5zD{s;@F$dtuRWiQ^v@(&1y}c4Bv8U{Vj^e3US~E8E!abo+ z@P?X^IlH2ShB#BivRXZ^$TGfK9Xif^dS=2-Wlp`_IO7W ztMm4!o(Gv`;+(1!8x!v>nGAZKn-e*T&}r7AK{z4ooghrufy+W3`D#Qcr3UhFqAZ|p z#l`7KjyTBINDFFaL^Z)Z6-SqVrECS0gCiTbp`YyG=z2vfN6P4qgIxs&M6R zWdTXga9u^=E`RNE`3O0S^ji zHFo{6bI^lj=pk$O5fVJ>u%Sqe!f-%YzSd|a2-R#aA=P){>k@9sPt zIg!l>sPAJQ4p%#ptuT`9y_+Zdw#Fh-^w{-%P6LKfq@dUlN7e3}5q`k&w<-XEbAxyO zoB@-Nv7h?qQcTRdTn=s!qK)_|r7Sx{*fo+c?^HtSjVLVE>zda@Ej%bn$THgZo=YcbU&CN>)|kQv>uLdcY`Ztu|N1{Nt;_O4kl-vJ ztMA4S7GC$BfC6LshZc`Yg=AQ!)l=Ysh|o%O!jlnGBxHMZz>sWvzY7+p)imT5(-uu)hv2C^WZ-VK5^ zQGN6=ugzsM(ENPE|GJ*h-ZYcZQPFYf6r1Hr|)XACn zXwgF9yC!{aYR^?Lr}e)zf!7h$h%0aSq)@p=QuU|lBah?o!v!%{w2m^6F%mr+o>u1Xx? zIpTb!IlF*r%W@Z5Kg3Q<0r5m17T%6>cwF3TFW5Z|mlR1M;d=H;3>9W&dNfEQ(~?Yt z>WpF+;^F9x@@G7HU%2{4(!iGT0xw+E0~*1Pootl3bo6ld2iae;q^&CJ z49v23l`MY!{bhVjC&yAjy{1eQsx5N5gS~qD!G?yiC(j#K2iVttP9T(< zM#W`G{?kvx{MlQeLhjR^%Uzm?(?4my>=c)`%l=w3*FAK;$d}7ZpgO2;x+tIYs6$d1 zPf5_Ipq?_2b2k8g8tTk`s)9L@-|YP~;PB%ldUkw+LtK6%p4e(LT?0`Z)pVFaqIlxy z_=yVMASDOoBPy=%o8@v&6y;wLBEhYdX@b1F`zPb|wil!2V~bX|G%8+O(Jhv4`PuAK zne~C)l!ftsZXkA%lKn^n3Va5%Lfq%Anxn^JW|3D%JL0RZ$%~vu)dtqHYt6`zxPN}> zKwsU#dT_dgZygg^O+)P(22u>TLzo60QT_zpc9pwqIJ~jU(Q;Jg7uzxYS^Apqk61@~ zeJNZk!A29|pVgQ42N(85XEmxwY50*>s#%h+6*o73=Qh4op4+gB?K0c@&e+z2NF|@| zGR@bqNf)j)+zRM8z5@|T1Sr^rDMbEt{a9VlN(2+@x`dQoSm{D)ImuMu(|ICcm-YdE zHXRIA2oll9EdJGM-M(#yZ!$YstjWyvK=}LDbpfp}j*1Pp7?1Fu+|Ltj%c`JjZ!OQE zmpIiai%BE(Ri!Dv9Z8;aL`BA$;M>W9d2HFc1Cp?cK5&LBtI5++k&`S>qPQ{&}y3 zQhN2YLHB+IKKfy@J}a2+eRka5y{863ISxS|1-l}s~;{AGOW~my!@+8ioYJ&R_ z!R7p&utbh%*#F9v)Zt-e6umjZ+`!_NN=dbMY>cpEjb0en^?jD*gC-`7O)?i-1Uq!_~D7yyAf>Hm+SMTg4S(}#lP`)?)+I%`REK9b9)lXj!&{E9FZWYb%zr` z=;(3XOMU%*CB#8e-XkS%j@g~Ds-=~!cPYJ6^5()q(QJj78ou*GP2^rUsykU{s5kH3 zt}lRs);JvM50n*a#PqEY2I`4`%Zf9#kTS> zz7Ax)c>Rk!T4l7kbo2vYx2&%0Hf$m1Juh|v@;Bj*656^G?P8c2u0dOKKhVyX?8RB?u(f8-4S#z3ShZY0rpF5-y*go9@7q zO}10HqOXQj(zz)fU-wG|wYEQN(ZIY)otVG&vN|s4xG%#+c{|8gPM^ERX@J#Ix?`Rt z#<6ur>>u&=Br&Y5fYDXvYO;nPdYW@BVXjva1hf-takk>Mxlvg@K^^lGLmDVR-Q?IX zP|=R|bHW+MeHEethrS#XX7Pca@GwaqE|_YYf`jQ%srJ^NC2p2`5^hVjj6637W#av* zpGeG&g~cCN7%B0l|4~sA%En+-7WtgcnJ>RhN4bsHd;Jowu-(&^LL>YAx9?$k278_q z+forSI^4z&k%&S)Eq(~SPZ^_p@p1wUj)PK~Me2ts>7z2`An zE5MRW(s0-Nq$m{_S6|Qa_HtH(yo1pDSM5I)uYL#wN>$ z{!f`}7udDr#8Iq(z*W7>^zT z3E*Vd11lcJA8DQb5N9)|_PTgSQi5F0cNnOzk;nWVdP&gj1^`#Q4Qi|6sKQkjPnRK9 zjnN3F%>WcE=)sQ+KdtDS`=MPbCxHGW#V1DOP)`{>JX#EcvG(r`W4qNGIXqcF$)S(o z1sUP=2{|%}4(qtE_np?#vA?>%SYbzFD2#0Ejae?%kFRlDwBBzn_)R*TQWF8|Y2} z&M*HdgwVgvWM(HbzC%bidl+s#4$0SSMd`tp`|0YQ(p9FlLggt?1ABYWGT3cGI0(0H z>=zySkX6655h6$nQ*6PgLh?L#|5HASN5sAnw5{2EvG1$kPUfn7KiC>3=)rnKd4k6- zXX1qhVy^U`qx$SDmr=U|L3_(0n;yiHn=nXSJA?RNF~Np1ItZc@#=f#3FQ)IOsQHo> zx~>5He%;QBs8*n<#A>Xp6YC7i3@paO>wR(?kbmDBvF{Ld_ZKirtQMM~9z;lh8an&d z*$M%pK$oGUF!x5ba`w#*#J<8Kyj^96sp$;B;F<*F_}d}ZmANI#S~ut#Rxn@nyAKp1 zz2EbO+}+p$(pB)$s2Uw1G8?5Wj`+W71i1uoAI7r5_YTguv_H~Tdc$=&zK3fqbcnh&jm?5+2af#ApjpR;hRe;gJi#P&y>?^B(faFrp*MZo&s&x0({5|BDgp2 zCK2`Up{dcrZ^n587rgQavytN5s4!2qHgE)AkC zdYRv32ypMXxAjf=ecM-DB{a>QLtJ8pz!F%fl$t?cRb5)qc2t*SfOl{H*CuUfwM9M- zg%+wO){yNHp&{@mp|aV-&luYM>D;p6Tn=5tm$zj{MB!hCe8sNy`_D)R4>;r`Z@7R0 zkrnpEdiqM2(t1$!|L71E3T-9?itgm<;nw~#$he79CG@f|67MBg0ZZC@umB&~PHW|? zO#w}+W3>tOV8vx^NWN2xk7Jz)Z#~HgFu_lJy~=IB0UVmfLY%Ga>3nic1kA2dslNxm z0fgSXR_WSL5WOc5q_g>=1ww1?2AAtC%$&!pgI8MqfSpI7RcJ;QWT`mhI!LT5vtoo% zGu@WQud!H5l964&zYJEkd}v^N7qfsZyFvQvkc&oj?WwJxn3y$aPi|-%EymdgB4c3n z#>z1dDWL^T*vY~QDMJmav3uFIgTrvxgF>yM8)=Hk&+6bFYegI-W1E#jdN+%)Oz_C8 zBPQ*LOfbAuh|$priJuatWDF9+<%V9b>tt?To+#SJ0w&Iu zWg`vXMdwxGpp_g=SGScmWD&UE7|vYNG>04>Rynj!Iq*T=Lw3Q=0)Y&Y@_(a^^SU4K zTnczUo~7{0&s)rDMg`7|dVqN6QYdq%6@!UQVs*z`%-C|acL}m~ z-{}1kwf-drsGKK4gcXDl1$jFRExq+1kUO+;C-q^oxBuFx-I#NQ36)TN_HXt9g@i{qBbx=op`(2f+$m`Xe za@`^d8YnSdmt>6~%AuFZe~Ckz!cVQPTK< zk9;>w(WcSA|J6e&6$kCfo(LJQ=5F^`h+;a5VAyK6%p<~&5$zd`Y;|yAUzW=W{2jPd zZtO}>cb}SB$ctqV`DF8JJE>BJ)@ zsPuNkXxaNUgdl*t5b;_s;w>NEE9B?>+a5B6=C&&}YtIls6%BfZ9EQ+D**8|?q9882 znb4;3w497RGso==xe@=%EZ}NyXOs&98=_t?Q#mZW`}y4{op!=+Ab=Cayw-amiEjK3 z(Fg$PxyOtoI7vOYTE_b<@IG7auddF8hm)k%--?podY_%LwtW@84@?@1biGdsTq2h92dK6QV_P}z}5)uX2dGpN2#EWof|2Y^p%+9k>L;U*RRyT zm>t?xCOSe9PlTY2aXq{6r94SiGrK+%9Z>ID!#O!V{x?k3CP5FgR0ufjzl7UidU}Mx z1|L`Y&Cd9SvP}DHC|O{hfXt@w&TLPEPe|p%VB&C%fuSQN`Z)x~cJ6_~%_NEIAzUc@ zsZpWYOwvheFn`!ci@+-da}4QjBYfLW{>?gMd;+x zC@e{gXO0SQIWtFF`__hljm?CYbFL$OgKm5jPF0`#rKt<`h1;S$Et9BeU@5zQ~ zBkVk1`4NES);fkr7Zd{}DoWy1|%1tGM}X<%sxZr)xA)jy|^={7uZtj!BLl1$Np z#`=cIzNc?h{nI=U*Cy&j4^0{Dy~>#sG7H;YSl>Sz-CswM^;WN!8xLAS>$gxNXDG=Q zK26tgWBjW(s*+4%EyE$O$$~?W$u2q}3lfIAguatCwLeE??V&&P+t=-D4Aaep<Z;F80 zwsyGS8@wpJLcPSlKD@p}Fl@atn??2uFU=2S(aruY6AMgrbFRT%5T!B)gM{0~A|*0Iy}7M{IkbIGt>`BR~UsgBeYC zieRq&j%hH)HYP2xU%)u;|8WBBR1lY?#dyA6p}fTGR+p%18)7KqWC)upnEPZ)-Zo4U4#t zju%bL6L$tRRg1!20bB9i3`g*kg$*+kyG&N{G{CCG7&t~|U#TvL?_9^@{?%1ljPLZ; zZrCdrXmHkrxc|Nhs4f$UlDNt>rxN6Ylw@m7=(Z)d8j07SZxR{EY+t~tP+HvM(~Qn%AA>DcH#VTFpu+37idiBUJeho0<&N`+MqS^e z@BMKv9tEUdZ}h@ynh(+m>r25BJn`~44Xk9#_IyJsh^wHk z=r;|n4*TM7$5KWzi;OU`z{NjBE?js-BqaK4DVU31$vzUB^O?fy7yJ^!GC zDXpQ{Z6ZWNM)v_H0zNiPfjz`wCv?}0O3n4@FalEn z*zyUKz4WcuQy{hvOX{eO52P&}nwPO2QVWUh!l~c)v;3{B9NH$Z4{rprr3B*`xVZ3a zPku`k{!e2!7Z+x;hzpO_@?({*0+P*a43c3?@)aI;=wRUf^Z!Bp-rp{?$mz=*{|ogK ztSx=9{^~E*FQFY$Av4MMaM8yv-&fdO4W&I5saiAN%hX)%ME$>UzfVSDqq%;r?w#=Q zP6wwI4bAMUD6(dAYIRJxBxb<836+?qh{yfU8Uk4mG3Ljb=pyUnIlH>_s-bpDVmzJf zFV=s(A)o0au6yh->9K%j)7jm*}HDK zgE-%Hq}MF!E9uRs%Ch;575KDx=i zasa(9%ue)Cc0}*&n(0poPWl#y@`Gl@;Ba|0J;;~eIGzpDjO~GnANXmnz>9u&?Y9e8 z+@`ju)*MAQH&3W6fCaq&SZzoavMV=~TD7(?A-!DoLaD&vU@^%#g4+7)i+~BHPgFr2 z-1T!DGcuwNZEyFrF;|lG0LBm{6H7C;5~RDu+|dViv|i39E`QNcas}+o*@YK6ZL)kv zqXZL9-2a&O|0r9W>NaCtaQlM(xR5Ycn74=LYZxCNK5sLL1Xyx<^MQEWqqM3&%IYO5 zY#vwL&mq@=!2Xt3I5Y7x?sJSGE^jIf2A_huz1Oi;-^2XcNyUK%`~JW3BL6?=Uqp=k znf#IKAkkO|11U|Ttpyv9a!&gqgpQF4Uu z3KMUW(unGHc9hlSi>+B=o>g)R%QAflgO3443q~xwQ-Q7u5+r z5ZwwmMQ>J!j%k-P7?1Qyv)ITNj^fYl}ta2heWJGQT#yO+0``H3E zy7Ba`_8KDdI(={ffSdj&T4L>U`HOYufuCfC2ao8QEQS3i7naaZZn!s#ARA40eY>v` zC{2_IG%Eka?-z&wivWF3`{rQ9EdE72D9+&Cy0lZSCSeoqVs-N*+KYwCAeOj)b-91T z@L9m9=V6>KWb4lg(YUtYADq6Lm}rDd(z`NQ9+5;{m(WK_^@VYys{>-5nOV*ArO*4$ z=bAIYFsH)vG3+hSO^3gKum3ji>Tyl=XFQg~P!9G%t4&?d6sIy!?}sDW3(r}HRkWP2 zKOj6|w+{EFbB-2v=zgf=Big^hhQz`~aIXwo6nDLI73;}1Cm*q$)N4%EtvMa+p>3XU zp^;9s^TnY~!gHOm(`-x@eU?3}gp+OnC4*NqiZvhY&pSJU*4KEP1qh|toi5_lJkv?{dj!$vOBF7umMip=lGj;`iV8Q7J z-%}c6SmutxI8%N6MwvzGiUIK8*mMt4|Hky>xa-`PusFSxwI@Op#Ag39Ods0XrB%4T zy1+woYl+`6E{;ue^E!7`XFaf@UbkoI<@a#`DZ8Dk|rHwQIi0wTtiJiz1iU_upZC?L`L+f8#>`P?%0D#udZ;O6Hv7 znIOS|G-Q6dH1zxgU)}x4fjWC5SP#)uv7}ZdpLgP4cbqOW@w5wPPiGOebDX8{H2a}A zu^Q4!Jzln)o3630bc8N(9OF&HZTMO)7ks~T`jtEpG)k|m>cQQaeP(KBP)&Ie6XX4$ zBTS+ai`?PQ{@0sOtES@?Sk?iFn~4FjYy|o78Va)6O;;9|5YYGa`EP;Jj7eUt1aNQB zODBr>8*bo60&Zf4n~i;E6EAb$r(k?UC)F{xOb7Qih8PXTcM0tr9Rt-qVUC$C=)NX+ zT>oDnAM>j3I;MS&+ZwI%y7z50I4t*o{@kKil`yN0LCp1MK%Lh?tpuh2{3cu&rFSlg z320~OFJ7nI3({A|*;Zq`Msty#6#5&h3e3`{B&bbum`>)Ebzh2n5jf^r9W<^sCy|6I zRe`EHNg;ewV#c{$d$^(F)ApKsd^ND_Et=EcICGH7==PM?5=RV>ee3?e~ zVQ52xas2a5?I@^m^?M6xCw6oHl2_=^yfmqN1XI?&H!CI>aW4x}KImWoK(@d zAs`uF5EEfd^QyWKGMum@c9&q>)C{q=-sF%@Th{jq7Eyri#YE(FwO8|T4Hkt+v8I=d zR{*Yo0{daN&c~hxuk$acu79-%9$z+OcFBw2dBhbja6GsHF6WLo(nezNs3c@uMu&bZ z=!ge7{7!Uo^@#0TiQ}=tnifr2F{1b!;blB%8+4Jo_8ZQ;Nz4uEmx%ETq&8heIU1X< z&3BF%2#+~HFNgIjadQAd*es1w4YCzHwWuH#CEFPe!qt)a8O_Atro(s3)x{~Ks#owE zwD`ae4AGS2MQVGu3*ldXmedSe+DPnz1zqU*`{fXw@R_3IuFZ)ufMon`i{B|1uR3sb zo+afR4@}zO7sYz?f2=CMX%;4+nk?Fiks@q%d1Z8U4FIU0Oyz6t8KSA?)Wh>Z@Gp*g zOD&yNJ92_KU$7`NLT zDYw0!wnD|oOH%)Nn5%b33evc2T^AyxVLxL62$*AaHU)%W-75@%DIlGx0=U z*fSetU`9v z2bXu{QrNvw*nnLk`RfHm+zC{vIXXi1tD8&^Jvu$TnZXqnEbNV&hkOj~SDPUj`ANBksK$}gotN_DX02&(AQ>7Y`<(fp+s zI_Ax0`34i2ad;}AM+8IUGMkde%7$K+c2Q21_{+WW<>q>r+57jN^DnDM^|!jS4B5=K zfY~^*yKMvv%}0ZTc`JQMW?Y1T(c1FEKvu>(N<=9G(Pn2_a2h!l!-^yfV?$HZ7~;uN z6g$3v!$KR46N(ca zb>{8B1pkA~jlSY7zL_u6)~KnOK4|^pzE*QMM%t@J%3zs`QZkW~@)m?Ji5P#02@Xpy zEJmrM3kQz(p6DS=av5!4Y$i$mDW~Oxfff^UA07)80~Hj$;KVMM&{-utHS^O;L=EDC z0iD=V|6u5bo_rNNo-Ex9<&YD^|6;RlzsPsPc1w4zQ;40}+-*b%3@)mHrU0QX-+KmhSXdW?&D`NBSt;ytvm2mw3Ro({8T+ z5D_Jcexs1?HH5ilPcH8PHe&bf|LOfYAqXqGpntRf>u;i@R!2*L9c3ED?Z@6Z?JDX~ zyPXyH&CU{kbtiwd)BDot*SwY+ovrW%U-p+AZ4W%ZD35~dB1Y1Cg(>y>cO{UJ-_`Bl1}nyzK|>APFkRlllc zy?O`zEE!XPQOoaKMA;;Y*LoPW#(Wup^RFN5JBjOOlqg4T|v;r7K13`g<8J8PPK3i}4p5oL+d-!4bCH4*`cJQu3q%8gn&AK z$eYn?3R3eJL2!yggg&Z!a*uTwZqxyPNh8)UJIOkl^}-x%k^%aF)CytMBXyc{53Ok? z{G&1ATR&fP2_O3;D$^WyK>D~uooXm;`Clyn8~KSkogaRI*uQZ6*c79!3A_L)R-gUq zfvx;pB`@q-`jC?*9VjfHxIB=XXz+wp$h=NGZd^I#Kk90L#$vwcMTw3>5F*0#_n7bW zf>fH0dC6RE-3O(ODNZ|U4Fp$ZFTlEHo%UK^h{-QNMnjH7n?p`LB zV?AprtLm{XfELV_!V5<>c8wEtb#g@&zVY#$TVfN-aMb%E(*HjVjv`|I#8)Kl-QYYI zFcC5bhFGy=QH`sF5$SQk+92en{}YvO7UN6qw0R$aYw|<**fd_eE9~;y)R8{8em8RY zYBEI#9SO`ZkLP?7MczXNF*kFkxG^9)sA=#0=1fkeL%$w4!hpBMd`Af~Juy; ze%b_b1Fea^wJ>Avf;Ou!LXV<$+kiCF!csB>am&tU~RJ#8O*Max}2DgGn4a|0&oi=Jx;Y2knfqf==o zF6W5`gwQ)cic8c{gRb=?^Fqt%##2wV;^QuE7lD3f#^~w_%_u?D7e;rdkko^V4`7}* zD#zi~ja689_@H$I@Q>7l7b~KoS<00nt{>F?>Y#9kLXl9joH!M70< zyBN8N;PJ0vP*wZ2JbV-K;E;Pt+B_9r9zzXNmc3t%QN-^DN%XDw#1 z25H@JnGh&uU2*F1MMMg7HPEG|;MAGhLyi0>bN=+6*_{qE0o#6;e`E9}Ir*+<=@dxW zuvr%1#!Kygs8MtlaRZt?Ga7IHgVDRXB5M6izxJ3!=9HKNOx%|I3!n$mQn!Mwfi0?X zRWP#ZkqB_^>AP^_H=nGJiXmW+sS_eSzTF5*3leK5hs+S!=gj}NAeBb2(St^dEkm8q zWZBQ~X9Jbr8Bq?C@@k!tanGM|-aXWPm~3cLxN1I{Hz8K#?bn~tZDMaLPNTu$`FJlJ zjCX+mDesY=%Szm%BD+D`?srhn^4fXhdF6b$GdtqbJL0)YoCP zNOqrPG)yx%ybWKSy4N(8!kRJJIb+w56GP-TfQmBJIAIO`gWSt?N7cMWKSi}sN+gu_H~#;j?$C$7`5)MRuup5D zbul$mGcmf6Tq_0z0Wf>jvY{OFtP+A(eoNc+;8H-e7(cYK1x{!iL^LcDj8+60Hb_RO zyEK;bR)e8RfX(dJ_4Scq&|7c1Eu}f5;Cg2C%olx$Q{&O3L7(c5k{D0&V zz-w+&xweI%MGR_{xoX+3cwC2z(d$e}YLDCGA4Ik`<*{qoy;-ugp$cvrOb>&HCV#tH?WFH?wGyJGos|pEE01~@aY*`D zVQYH&44aSX?BWJ9q;vCP4q6TPyaMni4c)gsWV8Xy;=&0FEV@a0UP>@txhSn4UqJ6SID!kbkD9L8DP?$`~+3a`D;SzJ6-9$MktL!|5z6- zGtO3TGk_Zp^-#y1+RFLW-@ODY*K!N+ZJZV0>i$HjT-y%Aipg^Rza%{feDy`9AGEm| zKw~cmTLr}vZ|KD{Ao0UV1T7(8X_}S1+vQ-ly$~Ek6K)8JF6aGXmg|u*83_pkA!Vf@ z20XW$;3ZfOz~Voyb-mf9f3=P9;tcAn7&*O{SgnTCVM3M|iO=GuP6@^njUg!&2^nuv zL9`sIDeo7(Brt0K3P-fY{lPxOOJ5LFOVTkg<{#h}rQcM02(2_)ZJY!Xf7ZIwe&`V7 zA`$M*u_+k>1sc062v44%%uUiQH3l&J%$7wz@bNz)6JyV21kuY#gmg92f(3J9!R}l8 zb}u{KyX%^3tO_D}_gF)4K>T7Ru&g{FPx1junGvDim;n&6A#Mr#Dx|uPzj?meu>V(Q zBGb(KhsUq<=oCv3P)q@WuceaLnT@Ddt{?Wpl<+|5`Zd`BXYgo^o6(6Lv0!8%%YBaK zP9)?1oMMV2*IBf0M?wmiiM=Sg%8B$N4|KcRE3seWoz%V6$on(a9XyGT-?COn*jGfe z`+jmV-%j5bK_3?!1h9$V{6e#11!Hj~1&+}b1r}j<78fTI1T?Oq|FNXXn92CtBOax9 zyqOJ7PKgvPxL)F?P4^eHee^N29;!AQB-X3{BIkJ&Haxh|g>K7%BcRBeGc?Rz_UzVT zlNF8QDRSU;)K4{0J?ge#TJY}^Z{YU)$R{gM_G=@Fp(WILy{TQnuUu`!2=V_iEB@a? z6KkR>D3NCtMP_6*jRH#`zb^ zq7R-V?oV@snnhOQft3H?lmi;g;G|#VIH2Ld;e1X217h;S0M()6Z@FQw`v;=G_uoDv zipcxx%Ot(~>k&H?_w?l&5?ootWJWelh_bBxn~&f1F4Vqq$SUuImfF1jzIglyWcome zF)9ck2n84gfJ(oGWM^>mKTryk;E~t-!%abQzbJBVLGs8{dngp$6y*>QVnR5fW$-)r z5#wME8pXaGjIS=XHZOvIiLDTs=sFxt?N6j$PiCQR((U~T7CI$ z!|&Q#ZYMyie0Je!ki(Wvf`y!Qh(F>&_b*G_IwEZ;_n9G@ozAfoIEfrZn; zyS04rF@n!tclUL&4F(|ApD$3JTwm@P>d(wLpCw?-*zDmpqx&Z)-HX|C6}v^&?+U+C2PMft{_Jd7miK#Px7={`$!&QwEJ<6nO> zIaKsdP^Wiar%#6G4hK$yUFP5h<*+teq2=noz@VH>d0bIqUm7d5hgr@|_UZ(_+w9kzq{SKdOzrA{56fr%H`1=g&Q8(%U8W$v##)Qi*&cX&Amp|lL?_QRgMx& z!6@A68ybXgO{%?mXI$fCgTOv13L!n%(V52)dBGKVFYpk*smsycH|4zG^lRWM4+X~w zR>NbYvnG+wSP2DF=8iN;su@<)X^;DUgP5zEzd3}OeZ$~2IFU5|^K{QN+lVT&Wy_=9 zT@R3&3RZ*1j9R)1Q00ch5I$%RTQ#&$oYj{DOMN3>$umF6{6%brQhx(^j#u*a62iR#@lGN4!ha@D45N?xx=)5Cuh3Gc)1!)Ts0lC!^?WpvU>{Y z!-_U)C*ZC&C*o#DJ!-cNx2$9Yc$&{nQPXgSIr>$OPKHX>WK4ZfCjrIGWYr;sB z%?Pwr*oz6$jLmZP&DolxyMCLA*6ErV(9H?yvi^CPB$16L9E5>QpM(XMhdkI^#-Sia zED6!hTe5QenZx&`{gpee1&vS2!$s|>p8TgxMVC2_vt@cjQo|XA!@2gMs|CZ05m7el z&oUmBwMvEDrmPw$93D_A*kdB|E;37)4w;G2WSSRuc~uWcs(Tj(M9&QVaHpq)gAI9? zc+abJ&%r4ukm`~)HlFq7cGZ;bJ1m|S5_tgyd#ypkZE*j3mTbkDCic{0yfcOQmU}pn zT@x}qb23~ziXK!Iz-};9pH1npfTFB|Rb^pC*tZZHV6ioDwY?S6zIW9d7;~ulaETxu z$zROJvXi;IL?LtgB!d*2&54c)E3f=!%-PgL%-&QH;@iU3Js?rN)ThGXqOUqmmT-jS zs&{tW<8@9-`-(}mD!v`#4x;*c#lf27=pTN(v;Dmq545!^=wiTs z>qH?HSm7Z@PiVYz=%SIk%}ZKTAztL!Lbo7tYXs=-T~B6b zyFQB-tG(R8I|!2yb4P_bEk_Rm=^SYL6Y69Ke}9OXUE_G6xpQ25K!;~DLfyo7o9ol% zqsz=75dKaoov{FacOZ&M`hevV-NEb>&;B`&%z{$>E`P>a(Sp-?`qK2#8xRM*;`$(! z+ru(ewG_T)dypy@u(Lwouq{KR*6CjPpnzm=^7{*dV@W%p@fD;+pOSi$M|7Vu^Xb5| z2}lj8KW3*5Wn5%4P{NeTsr#CKfD=0;Q^aI%Op~;4n5JKV>k*CJjTMY(jgen5FhKYo zJ&@5X+P&eI$K$dZS&Jv_(dRy{;}={`Xwq$VLA8VhE=RTLI^?DL^3cIcXUf~2Vg>dS z>=Q_d#&WUM0aggZ1N(=SqKu}vGdJs@I;TBdWLI3K-Ee2F>hr3+XW|qpIi#dIne8ij z^bk3%<=lHb0?IQesI#f$_MS)0T`LRS(DN66W|QmdjWhJyiPZ-8k#k4W4V$Ib9sJ{H zSW~=8Tyr~mY#UC?)NSeL{7Lp0_29`) z279v6a~|A`2$w@n!%qjTFH9_=y@?&@4p1KY<3CNt4_*&fg%fZ>yp%CkgW)?eFri*^i`&lE=vye>ZbV0+qkD1j{5LHUz} z@M)hGj4zH@>@wTI*=Lb`&ti_v+`hG1ZH{tpFQ*;tF4w_qPiBI!<>Y`LH&ou3L$TOz z0P4^I1a;dB|=rsmXB!|Q3+@(vmp z8{se48U^;pG4cO)Ec&h8E;kiG0HXTyW?~G-Ca$M>Z}%@e<56wg86FzveLh4s%$2Zx z#yku~MiCFDnIVhNY(G-oKCOe*60>2#w7sR$AP8Yjb zx-VE_XbqXmz8Uxx6D_%_KgMy!$d5G4{MUPr^26xWv$4^BzIoitJ3c%S%48p`P3v3B z86a+nNKev|Q~}1XW<-j*r{0FE=xxP)CV-bf#y4Z7>*P0%&!gM`V?{{H?EdU|YV9D3 zW@fr{GdV?_ixMC|ZFjQr?QG|PbwJGX@#zYk2U(lRTPl)l`W!~$C zU!(*){SDW~VkyMrwy^GgMJn1TY;r;Xz;r-oH_R6u^zQcHPA+#Pyj~=}u|*~rPw+-< z!=Gg~z{ccB!IuDr#cB z;MLskwUTjwcss{)+7$;zm2EkAX4IDkp5WN(TY)B~VKh%H{Te#6LbUIU&a#nUZO_8( z>Wp1g8ll@<8^5C-n8c&sBLqb>tF#RR*;OhlI@#M~wGMpl8P!=lG4ONkQr-`-WnqUO z_&2^nu3B=ns53^-{SPT|hip8DjI7-O+_xUU1{x!IH8pYd^}BoD4yYKRWs_;CwXG$lbT@S>@fE z1@c$S1g&xJ)T2O>kKes5FSijq-W~sbzH>gDxl)H~e#^gUJhdRbHgM_FQ!7PzTp4V< zk29#=+{znz&Hg4dM$Dyo-r+sZ0$P|1<+wTl_$Wi_;$jUOp`%96skzFW1uw<~VqtE| zcGAhm$PuQdb*XFjeRd*Eux|OtySp$*NG@NjK12tuva~N$xXBSY{xicQllbsGJX?bl z9JPb{g>d352KJEG-WL4;(I7RD-){?c_*utkk+s2FOSZvu&am-x0nou+K$)evkewt5 zGjv8BpcJ$y!_+&{db{#xivaXO~sv&2Na(X6p-H@nN{=?#3Z>sIk<9+Tgaq+sfntrkCok9gIIk z9w%j=F<%)+do_g?=9ac%%)xxYN}K8E-P;;EUF^BPFC4$wt`TiRPjt}k*1{pK7(N$u zsZ;f!sYrR@_&BbDyYXw?m0$riXTFH;>U76X$a>p4U+*>bOl%|-FXhBUaR)pMB43Pn zXdE8zxSuaoD%hW2P9nIT@nnR_+*x|NE$cj4t9r@ku@sPs@aCG8L-@x zJ+u_ULHMATDMxsh{laWS_QrS`)h)CU^o%-De5r_Zvsq^QkkW~!qQea4BK?w8;-I@> zf7*85e%N~8pvyAm!+9X64qA6-YRS|NLHo5YB zTI$5E``Y!%YP<6*&dlv@piM8O#gUTayNm7e89RtnKD$>%qIf50U4)@(en*q0dy))`OeT5{4t#rlf40z5g@5C zxf~;3*_23Agjw%WI!$qSdZ26=!(dDLZa|PpI6J2LmTfbL?377XRHi4v! z;p>wOvg(^M^3@oWy}rRMsfaV$@Gpr@7*oN6@I?O<>6b|VYzwv zY@jCmhPTq18MnZi^o}5{`5i5z7TDF;o)kCagwjKHNBtwFZsCT5tX&&yXkckl?)ZCSL&7~xAU+vX)F3z?1 z?d=fnQWj_Jd(B&gu7+k50a%>h7ovhE&q7AQZm&xCPqb3Uavat%XLQ4GWu2r?DHe8V z^iuV@^EvgX>?jiO7=&M5-Vk_x@vmEtYCCq!R&Q*nFO2D-Di;R2uYMDHMw%onD|6p> z%944k%9~^%nV9_X4}YP&!N$g$ivc%QQHSyetq3|gd=LTm^G2)LRvo>m;q()ibG##I zPXzq_wj4d*SN3n`pmrNUxAY$Oqt%B6w6&>gYBvR*&-QPDZj~s5t@(om+oFJCuSxbN z;oj2g(6t63nLUW^t_GCPqctCTAOpPzcMW8*_muOURWn?IAnkw_?pq;GF{qeJmZs5o zM0lNVb}s4`*eWH7V3o`qm61{l1q3%IkNw8dY=ZUajGd6p^&4$(jSs6av0cs5e>;$>m)x*`E2fzLjLbGJB7n z*JXQ#7mv>&nM}`T^GajHk5;&+)4VH3VRUWQzsS$lo%*0ZVcVhaaJx5ta5n>q?J#h? z4=cVAFlTyy(_mYHuUho6U!5fM5oI$Dh)2lV$hR~>?6S$`r+Dp^0ZtG7tobC^#0Vnf- zBx(&p>xp)>&kLB6ebdNps?2aUIPGHXQU|wlX;%ZJ%dp&sVicLdJbEuXw|?UjmM1b} zn#|B8N3X{&yt&PO_Xm*gFT6MzoZhABqWxy8G(B|c=g{;9c(@B!EGwGg<;NL;I`^3^ z^)_NdC|Jg;ImCMFZ|byIsZG!hzgoenD=QDNp0+M4OrxVZn>)f0Anu6ZSKlNUJGbKX z#s1!jOsy(|v1Kz4RAU&K;mca;+w?BnTq_L`dV5raH2;u&?}(&H^}V6p?48xYZ(gvr zowTOEFv8ki$Mq-mCkTxBD!;W@q_*{zGV1BwW!fO{5d!RBtl+x}CLdd}yz#(bTVcJg z=+T^vNC-#ozi)nBi7*U2d7(YWy1a2)%-hc0Eyp;%8g58?bV@)!|2!p^evnVtAGL<-u4;>LIdZ6F^Q)y7xZp4oY#EXzd-kDllP}WCCS|sV$T* z`Xn2;*F^mtk$fG+cUL@(msahtFkR{jI}g^#o{lk!3M?*|BWN$qge*oaCveJuJgb{2 z$a-Oyze~l~_Zx{EJb?|6K2syl8Jz35*x5@{jsyKi&Rw{1_X`GMMV|{gg#mWn+FWq? zP*^p^E%-!pG*@hcwS&F_CtQ&a43zU7Lby0e1j@Zk`IFg2AB~Im+#8dg{cHOC#HAc0 zYmNQ)w^tsV6xGyi^Z1|RL=O&1E}8EKo|oW9)m|N3xbK&MvCeuaFG1mD5x`EiT)pYx z8bf_XYjXrCuS&mh{a{^(w9MTMN)*@!FMWVF>TjL2Zjrs*YFeS{H0~`|eXis1>eJ;Z zWE+BxZ{R(CV-n%%6O0$MI~St4b=&Z12n_8_I2-O?8@zB}uvT{Q?kRNBdwKdH`;)t+ zEv06RG@ahuYt2v~ui+9tIH52emBvh5V!9%csf@)$@*JS=cDjSdC1wg4kX%e_6n0SwoM!%NNLDOKb{aNP!y?D6G31?w6> z-su>mFJYD8_8{BsDV7SY_*isUKsO^t@%Juo3u1kuG~r;^RFBcQ6NH>coYPFY_>CVL8p&;+uXJf-n8ST_TRb6d z*=cpLPHh!V$j!eqxj|09Z4k8{ehC@1Z!m{+<-opOp%>S*<7*Tg?npHeVo!eTHD58J zdKGIO+&;a1wK;eZc7*o^iB?-A%b<5{wPJA_1kzDCPu`cBa4Z|e9@+Ak{t1ZLMT>fG>W(c9s3e!;{kq;v!fGM%`^w=Cvi?^1Vh=P@ zIs_AknIdp_;z75GNNBfo${1WOHUwWX!1t zVcE29yJZQ&I(2*xU5Z^2hTjW+aRMLBwf?ZkQQXFgF|es_SGKb>JHKUTFrQ+H%7CjKly>LWhwN&X!QY6%SMCqu zfqai0RYpf`%pURDlm)}irIB}ke4Xs*<|ya40XD_RjH|b~U&^V>{CUaYbwPU$l7o;< zN_p6&h#k;rjK#bTK9>z^527xeyB9Jr>(jjl26#Srw_wU+(jDguz25R%a&7r3R7)vmXw9F>1{PCsJJ^pEn>avd zjd(8vLqW;`nLBNE)LBm0eUXHCYJ^Mr>w<5P!&t$t=0t`1yrwt&nU-S#Q8xGNJ3J%- z-c0?1qBlJPE*cBqJUYuQ+J@*&(ij)!1aI(ZmK)#*pv^xE@zg>{Q!42TKe;3d07*W( zE6=Zp`NfpRyH}DZ@p|jCl$KH((vFH~mkqnLEw|$^hcw7=FWGfwFA|9YJlRJ+SZ-^^3(AZ9+D+ z#oD&P1oc9-VG?U4mF7T64AfjNWA@1yyZ+J2Hv(Y4aQ+@K3Ej`2vS*Kj>f|_*pI2=F zqwocSHB&&#I&F9RD1NkfXo(K%O!%W;tyqnbaHO5EJf~?E!cb zAOTT*eFJpVY5CwwqQL2H6Vo9R&nMPxl!5zO>yd7BYl=IjidG3LI!u}GWVJ8DwE1!x zz)h#CNV+BEC*{4Bwp}voqvadNQnR3~D(#;}sl82;axhNcy~waZXscA@fdTk<;o*U4 zZ~$T5cd$;xcGwS$c2vciNd5j0p0fyUin>53$QR(@frA73^D^=Ay3MpyGp?)Hr9P^} zGw86jxpnQ&vnE6yY`J&zVJ(XYzX|kjGA}o(JgKP8{qx`cumE6O1z3&L^>xu-zRla) zJ4S}>?O&nW-)jjsV{t(LUci6XK>_H@Z*EdQCLsyUlta3#eyFR={rfubxlMtjeJtHF zR(l)F9=V#9+@BW&Ul+H`zP`?%H`%xh5-`eELk7#~1!gT4?d!p?A#&$gVD4Q};LeVH zol{~~SvBtmjs4dy76AbSP*NPx0A;D!X)>YRfn6noRnIfLhKp}cFwBOoS|d#&UJ((G zRd`PDe*={R0t)&rPG)0drSmA|YRrN09XQ_mR z*NCmb1OIy`-~_-ak~chu$n}QssiZ}U4!|kE_aOnXPc5Ugd7r%$Q*qp7e~A}+)xLhC zm=FJw@c5uwB+`HRythM)0 zo*iE)ouLCD|FM)ZbU;b?7hEvHX-K{)1gdlfl*(60fapt*sUs7Y%=CYzP#80NV$-i8O#3bN~Sb$l} zzPD27t@H|ZBN7scxB#@%HREnrVh^Rep#zO}Ts5xiq_#)LDqq^-aQ`(IGys9XNGh>h zhSTmBSgqR=AT=~+EsF)7gpjNdS6Y1Sk5h- zE&xNvI&P9~l1RA9mdW}KuXkrG=_p}SQ`1(DlQ!qeF<~)y;Dwsv%RU_Plz&~BQUu!! z(Q)2Qb|*Pf=n?U)=!CS#*#>KjB%iND`MDAt9z}`&e#=H7UXGy8n4q3e!9m!;``Qd2 z_|JU)*yQWJFIttI=zG*W4M_pV6dsuP;VL26*j;cQ^9gw#ozvnHA|(M}SIv}KxwR|G zI0=JQ0q4>pR2yc&6|Nm71!fw(L9bM$*X#GfPW!3B(RgQ(t5ZtEN36tXoiI9W;>->?s&K5Txo}xlgV%{78CsO7e7DF zaVOY$DnVzKC4iQu3dIfeKw84Y^A855H8dmMry0TBAlV(2SYA#M=N>$m^WLltkc zcNJo)b_iX5$Q}&tkTKlJPBPjX{pGCEEU-@!36FvzJgIuF=D55+VCLopB?RB z!P5oyz(>eS-R0XZS4`Wk*Mr@>#ZJ!`R^NUBIG+-oe7?-KbP%o zOFK7ujJbFt-f%68Ib44ySB`L#47XH%U{MWaQTOnQ8J=hEclVB18 zFcA)*8qBoz6{O1Zw_=xf=-@xD^Dy$4Oam)gY4pdJ)cOrYRmVMY;_(R=NPE#>j?xzu z=SBmAc}E;w& z>_CapJyEM(LJm2o#!2}bh@AktXxC)6>(&=fOl{R=BOqU1R|1kwZ3XrN^aor91%a>6 z#<;5C%L>Bv$+K8ifa#~Uw7TVs)w}64HkPX+$-tB80O#d> zSh2Dp{GnFtYK*R#= zL*09-WZ9+o!&~V4K1=Kd#e?2e!}r~u31`eMPgvA4xW~xP7x4v z(Y01Evj^tFHK%;L)#|i-{O-X2i9e5mJ!^y&qXD-?N-|^x%e_IoVh1X;8b`Nf$+YK2 zvu}KA8&D+GK}jsHAMS@zJPUP}`2ELVg$r$Tz|c_4cYO_FR(v_?_&X!HS4&N8nlVk- z*F+zf9WT`Wp|;YXmq_hz(wuG@<>nyaj>`YpT~DxY)?qnU^2ZHc1m-%Vs3Lp|D>#`y zW{H_imAE#8J|w4i;-&{0*2cyRcsQ7pLmEb;f9qxN|$GLn5_XP<0ae2(;WW-_^61nIb>9^ zQM<(dIzarM4F3Q-c2o15`Gaaa+ggO3&OVA4%pB*uaXY0U1#JWk3*L8S6-s>3TKw*f z;O-W&dGm>8AvHzvuYydPzP8UH59`Zzl8UzPHWG}5rOvg+Ju9kp@v68`;gc;NJol!u z5G|;zzU0a*Ue9Lttxw0Q;YzNqfj#Q|-S~a2s=$0HTG+ng&aFP8<}1evR}Y+~telYR z#Yn#Ic59(>_d)GYdH?DCN#j>`zq_#cHbHdy7pfXZN47S*OO^Xg8b=9QTXt zueV*!mJdQagtsD;&-;Pae$F(i6>Mt@vxNG7V|5Qk5C^|;TW-BFkZ``B5wtz-oQ6h~e~(w6ifV0{_5 zjKjjkjANQ~*3Zsn{mF1hk?x56d(J`Meu0#Ua-EuO6FV(1N2Z$95t9y5W@#(vG9;7r z>2mnx4XqN(5xX~I7keSH?uO4H1`z|&Gdol+z;P|294;;mi^`)cngU6_91i7@;96pe z1iBhI9F|G!`9i9|xRD+9bOx+{h+05Pejm1=p6?QKwq1q=8jTI{l~iR1?fPC~JJ1fB zAYp5Uk5<2$t1`g)yVPjGd(3^n1zhD2R7#6)>DT%Zw1}uF*uSf6@^-q#I+vIA^^Hm8 zw9rlJ34`{yt&~zm*N9vtNB|ae=RggW%pos&YI=k)hT%DXvz?wIuaPo&t)!`+yyZW+ zvOlj9FE1C?c$-Q-c*P!opiCI_i+5;!8RO5{{IcBuMq+vGiW^V;Qxqkoto$V>s|s!+ zo%LpTc+hU-r{*o~1#N>KJ{xImX#f8?$y%NwD z=|JCNokCE-?23^2jvV}m&yVeeG}Og`T8qG@N>@iaCHWTiaI_zv#6U-(hsivN9Tu+u zmuouC5B>Kl(yx=Y-(T)i*5Yhh@d~)g;}A}CMc9y&1zpcYrl%Gu;wIe-cenL3KUU1k z_56zY$(T}1lh)=K;7of|L5vEO0mLsN(l;GigxRv}$yt!u#($%Lh^TN;M8&wDi9olT z&7~G5>FJ+*nF0l1-)vu*jfM{%oCFx!#3=njbMdbdgZFB{xZVEf&lLA&mUdY+XD1Gq zvzN0?E$!^l{@B~(2r1l+*fIK}n4NLEQPw6y$952Dad&X{G&W?$gLACmjPhPLOt*II z&QWb`NwN&|Yct$lk}^W5=`7CY!jK;7lh+p~d(5)S17&qSal2QkrsH&K3w0AdR+J~! zmJbk4ODo%sX%NS^JE^@`B$we*2gdyI)SyQ{#*QJ5iSapm_i;!EyX`)Z3;?>x3|3p+7o`T=fHvQbK0drX0X2|X1N92B9Y`C(>!kKKIyLI3@X*%c z%N|ilvw*ehG-Pv8)A7Q7$IPk`IHQUlSdp1FB=g51&^*|xES{}LZMMP zhIa2}Mh=$bos^0)FCvtvounC^-dGT>u%1Z25C+ayOlhu`4c`2>$PvlDG$5JL+)tXY zXg{`)@TOKhy28Oi$Z(G~`>O;t>S8U(amzd-4G6WEjvmzNm$P-xV{~?J9d$Xq%SU#M z7>+5jBpX3}B*q7-ME7B4k4O#Gtw9P%L>u0x6C-baQ6-(@P`azngye-2n=ER1$rOT; zVSk)pTKy9Lk>983Iy++PF3|1%9@yxtK-bv>{{R;|rbH4|Z`?HMZdD4I5-E$08bmTB zpv&ZjKf}84e)Ka@9BI2fh=UMwoxK|E(oaJG6=1j{aM^A$GnybO3wq`HmWS}LHMy44 zE~%-^&P6ix+Ar_7n`G}Gm(*O_zq3eGIDmfi6!05FPFjA1k%}K?Kv#SyQ+wU);}aNt zg9&AeJTv}nW#ZZE@7C5xx`!|XyyIA4z8pz-U5YWo9$9%L7GS^DGI0iw4Pqz%se4yf zw#5@&AgK&uux-yw_17vr+_qK_vwsS;xQLroSp>&nS1Z$p&n0Cx8w1lXWA`1`!?Q z>u`*%M|&C9+k=uVYr*XlSyEg-Iv6)>DEpP9aE8wZqj=@MHU->J&@Ze9T*%m$JGN}P;_=kc;y-P&tWKX z07I|RY3n_@7uM(W#E+-eYLbE3H2D0mAxFvu-yhZ*tU|6f-QR9sT`4ze^a8|fTQwU3 zXF(h;w8W#zDF0J}gNSS)+XgPo(cJ)Lr^Kd#@uap4%5y2MNMl{x#?2ml4ur#DekyKw zvM5TKo4h|=igMe7=RQ2_&w0v-Th|_JRB5#*Y3BGl5QfvQ?15%9{tXDVy)`!xvxDzt zx@g4__PVF-U~~Wkl>%blezxH}@>ZdzUiqn#vxn}@*R%5?;+<)hk0T6n8z{hmNdb?} z^y;g?U)>tQ{+sRk;_-r~9J+Acs=(pxJr)&0v#oFSev`lrUOhd+w;eB=-kh>JW_7{v zEMf*-#~Z1k4>zB(yzm_orSlp&}^-f#P|Va z98ympgo%6Cnspl~(Wdppm?5HwbCEXOdY!NQC$s9V;%NujXJbVOA)Pn+8j^wqU!4FYdxN=Qw%f^!juhuO7wfv zpAy~KJ6=rY*P>4!>OiR`qF!JEVH0L(22FR$D-j%|6DN z4DOO+ky^*Lqze)f%2}^QA zim3(LxUcESQS7IiphyKcJ3H%*!HJV_ufh{79*1WuhhTe?sRZ#q$q^p##2>S%=3$`3 z;|D7!ZNWY>_p5Zq&8*5;HB+#u@+nhU04G?p%Ct>+Xy zBtxl@ri?3Xx(NE(5F`S?|I<448w>tv5re7B*Rj)5!kB%`>1mMVY`jHcj_pk1;FP^Lze9oXbuhsa9fCb{stV~x@$bMAq zKJPVc@_&B;g8(ilJp~2ntzVuk!jhFtQ>v&3{u>3QYa7w=KHgJGT&q9P!uym*1`)Q^njjQs|=d(%Djd*nk2wkbrk{}`dnt( zS|l=6d+`^ug}QsyI*sG*u)&v!hw!|7uVH$5rO5y8U2?txa6=lnKn;+T4 z<$3}o9q$~xpvYy661g-*V`I4g{my>A{oa>Tp@r-_{4onKOgR?;#Wfc ztC>~*IB4vKv*go(W)?bFvMsc4*ra)2we#PL5%NpsjVX5aU~pfo+*wvM1OnjyqwFoa z>RN)X(Lf-UI-Q8j1PH+hB?(XjH?!ny&?(TZ`IVaEa<=#8S`~HJotE*>M z%{i-!36PA2El|8u@2*mSg;?8Uba|Vp51&_Rv1mHrR9RGhFA`^+8d?0zMN=a!ot#Y> zTY8+fq9uf3F!J$Jye`Jvl?k0iVV;pwePt(6Vn^Nt7^S%k(w@QseKMfhy0S3Fv4Ltx z#ad85T?3bI!?nw*_mOP-4hf;8?TEVU??lVd{}U0&$sk^lBkj#4=DtvXo99|3=hErl zViDX!x1LA3K=K$ARf@CNCE_~r%&Ox3&Z|+g-`YpZVLdxG(DCMO=!m`ZmGvthTRJVO zmryu^9HyqA<4Y)wJ00~614OD?DyZjhJ06kEX9XeCdg;jY4>W$f_H5f#4px#(>c-8X zL6qWy6Ozp^Zn>r@U@y>a3Xn64SoU$HGj#FIBVruY{1*T|0iR@RANzX5s3e7)g!t;@ zj#~`!H0-tDktG$hVgx1a*B<&TRT64$DYi#}3%m(7E7b`sZfj#HlQ+1R05b&Yvn#&i z_=5(%n=YUtL9VFx`HnHXwvcEqI%AjBx(-KdU-K<;GrK7Sf#U!3G?0-n4nb4hA&nmD$hpWNc~ zO(?Lk*PXrWj5ou{NDff)6Fee8r6gT)cJjm*(2PxpNYDzWxd^|3Up&Bn%{nrO`5WZI zM0&y1G3d*U_2{@zW&*=5qclVo;w)gQ?msCy;>UthZtclgo*Ei}E2>W75&N@_`P*k-}!NjIjQ^%|O5kv%2Ahi`rP(13%3| zZ<>Zmal(BjrQMjcGBG$9fWL!zwzzh%?9 z<8V$m*T7WvwK}F3aD%9PNyVfBg}p?Ps+iVFTE*q}Z~F(tWHid2_Exd8VUX8{kw*+L zab7%rxv!tiUS9dWBiX?VGxln1gxo=5{rpO|wH{HQ$ia)jf^$E#cK7rMWTpS3y%A^{ z5G?caBo2tV%!94pXX@u_aT;vO(DA@m&KVQ+$U5?&h`3RBlS+{4

5n2pAd9AX5>9T;U}?tq*-$<5NXv7E`ARgAoHV6_d)IUFekL z>v?GA8Wu&@T(=NjZ}s2TAESnCYLrk~S`fHYs+H8Ju&g#4TBL5jUSy_u|1Y6cDwag)8w4{0yyN@$ z(p0$|vakgm?Zf08<4mT>w#aAv8>UsWmzr3Qa&gMV#@jd%>%R7HYUo!*YZ8ViRd;Cu zov|#*%Q=Moqac4Q+iZT*?sdKnX6O65zDkt=7kc4Gpl5JPE$ zbihwBgKQ$h`L*JR)vg!Oi(d-v%Xarq_6Buimq%GPj8{>BGshB}VHLpX!?{vux9RcP zT+zE#NqYsRoH?Nd0h34gV61`)Ml9~28ZW)O*Fv_mlrHBfKP6e>vS zQ3PM`+<>?ylQ@VQNWhAUEbrr&mo@L1a&sF#?vEu|pr4Mu%O*!9EeR=|Lj4Zk zBjWg(_qM~H9ux7VTiK0&Kqu6c9C%3YjZGS*9fnKP=SG&>)C!NoS`2|PuJdFV*&#V1 zFHG2dKtN3VIiixsZ%Ttjxh_>J6$4<05(SGOGV_z+T#0IZO5W+PkM!=)-a*pY{s=_` z?@V=pVgUs>>NKseF@+?(;s|LytIf}5_>OHbL9Gd?I}$=V4p;j#1yzE|#MX7#SDgDY6SM1PQrUN@_*?88NW4P*L4()B2txI)3+gSeYUqf`? zkyznf>-3a9HUE%JPiL!!2#80=j%=?moUR{)XqpIQ$Wh}www^0;*x>Q!3DKmt=@+AJ zuKS8TpBx@t?E7eNp+#`Re%yfXgF1#USf?K%rjDmuqEaC=U*cDW6S%eHU6^x4<6qEf zf)6|TWHCY}4>IqBigw4Orh;l~iLk%rVZv81A`CWocMa+KC9@ye?3!fujU9d;(tyzQ zGvXSrQP7hFRrk$CS)5-^^E$lqyYaDDCEq;umRI6lulao@{Wvg8F6i1UmDh-pMlDKb zs8_^33l{;?q|yr#45m#ye|x)vW>wG{MmfB!Wme&dWR*&`jz8Yc4*`r4Oekn%_FD#K zf(*{o-x$@fen?g^uuBdOP71!i+4S^`B~jF4(}&!{^5$$FSrj;7cR^%O-*8`DsacVT zI9>O*BKN)JNXwJz@3sLq}eOj=JQtuGLxLeiXN{Av` zta|tnwL?n7KP}{Dz^Vvj{No@fxWgzy7d3T9fzgjiCEAvC}Eriiz;v_Y;Zrn z`!*D8=BU{8g{oAqsX+4Y;tNExp*)9o^hh-VQR0=d9d^n#mb8ebD@76uXn(}SSJygoo;_aW9Ez*9l70K9>Ltt=SHgWnCb#c=VJ^j zdFKYQdy}WNs1aX-!88d!R~?^G+EN1T^h5Yl!cA%s-S z2l1Htd(p(fvvbPA5i*rl8q`dU2e!)e1?KYX$9b#Zb%nNpus5~ zUOS-HX}aRu=f8$8N;qFb;88Nun>@?TLG$ldD!Auti(s?-RZ?NG5pHv_Lc-d>{L){n ziDF^#A>FkPiTD=6Ib!bi>ZO9p3x%>rjojR+=B2FEIB-`^?x7`}*MQX(rO*mqQaZUO z*zu+&5<8H=51BnNwJ?#gU-qXmOIhV2I?$({1WL&Of-Cb+yY8hR${Av02jpVYS*Ymy z70PpL8ao{jBl19b8xVT*KcMB$w|~U6HQ626)!S{6N;G?orW>tLq9u;3$65Ztz@)sJ zj72$=;;%9DQ}-)a-0wXGWo^?VI$V#W^>z|tDU{7 zZC*W@_%7RMyyl#>khD>|aQ{PK&Le~E!^%pz&aOM9ytm~PJ0tHzu=v*qjVPsr6x~HZ zQ-2r&qtZNF)M-tRu}1E~0jO-Qh3yJsP8FohTtm{_RMyIi2az*UTdW+#jZVVoYE>-WayMyEsoGeptvz$Tb(T1?n3;+{##AQH%ZzAz6IEGYK92VnA1D>dJ72GgJA6(z!ihqkZ>=YWQnH4? z4G9Thci8?E%al&uOoTv3x)E4jKWjTpHFmNP#V2CVs9>DpxW_YQ(D83cjq&S~^u2ES z?I&RN2u~cro>R2=M*yFO`iaJ^eA=WTKd*v1-b*ChhToXc;_39=SshW^LZ@DWsbfuk zHdGbq$x}Hgmzra) z`kt$9S8rzC_Z1m}5)F*IkxY&1XJOfiQvfzW1jxE{?A<(A~v-^#^QiV`CK;PiHf^5%BgXf z@h>R;Y;dHls+BixjU6wyN&2d-noe%?saj@2C?zilF2pJOhk{Q}uCBvls6?lMLPY-_ zBams9R7%>Bcq@nQ{CkKJ4ulzyiH2ey@kJnFx0$p?V`V4(fG%rniT9q7()zf@`h94u zJYv^)0qsCe%&6H0(qmq}L;?kY1s<6|rJ5Kb{(odUV`O4VpuA`2;=Y#|V^V3eoC`}F z4e&AX88tyKNRCN2i*j#QT$z<41M&+xQAk z%=LsqZ2-!(~9? zXrn5It^+mKs1_uavc{L={RFr9#)7H-j?+K)Yw&KXhEAk%H~eXty0%|Rid-=2s+`Zh z=@|Vyc|m2+zsBAge8=3Z%b~=Fw@EzVY!22DuqOk6jD3T5Z4jFsyr}p?jzS(}KeTBV z;=gMVfXh2Z?CV>KzXk7)mLm2Xp({#b)}B6O++8_@H$q%wY?O}=rDC)$1r~sPV9!{5 zw@|oG#vbM4tme!fT~1{h_@#X)$#2m&U&E;)R|qYNwCKkL2_w0I zwKWmU=YFXAYiH^VK27Xl0^oJ0G{UYcV!YJT`dV{rqC|?Qje+(2qi9!BE!@8T3rNM!pFR)$` zQg*ZO_iFrxkpWe-o5aR`5XcCGp;6x6|B_%kl9S!-z7ZI=65IBX;*q ziPx)DsPfb$&VTlN%sgfO&s_I<{&O-N0>FMsWCO2K!zTWpC?Mm>bAO&RY*)OIFwoO)HY4vpt zror5jd1Luk42lko!3EH(-Yb#BLkPso%<-Tx-YhM~RBg^@8l*6=VKC8gY06Tn`Z+^P z?SI~cc1a$3PM2{mwFkZBEynq8PtP<1hHqlNbU4_P(9nc_ev!pc>JPpkJ6S_P_U2x2x1~ z9;ac=4QArT3N{&>26KzmY$IN)%gGTbJ?WS#Hqjp{&#@7^0fO!WUtXz~HKUo(uK>JM zN=DDUtv*lbT2T#SC4J4c?a|+yPU>a+PGTv80Mh-zHcQ9&?@rt}t^`a81uI%q=Q$gN zc*M%?rHUI+nB~8hXhs6{hRgU*KKIF~ru2F$9;6gJCGK1HX;y(>cwK!mun5Rq?X_H^ z2U3uFua6JCx*fjFj2}9VG2gxeVGM9s`8%Fl#VSNn9>;RwF*i#P6&5^0(arK3iuU${R|esM@NYwpk1;xdAp;9^r0gJe@aAd;=xq6a08Ojwl9@TL}+ z=?ox0kVP-$9{FEa{wR^&{u}k=H(Yu6Bj`FAqe8btjlhLx z7Hkhrgp4AaKG{2wKQH+lP`6qcpjS7GN&iRg->GY$dfM~j<8i&3nVB(DKVdN63O5&u z5g^Sz2h;x&7^C(3TMW=+crF9T#mw9+~HN7z9q=_K??qY;xU}i-YoLQ*D zkUcdvJM>NKz%gSDqCvl4UNv{v2z?dZt^X48&E-hQw3)7Mo0F^eW!HI_(CJ&%pAyYB zB+{aF_rSdB0Yzl_=8uYi=9kjIVq^yvb5h-~3&hzw{zmyFdPOnide8>mgmP zIm1@Ld$Dd^U8v|;y!^0pJ=P%V)hZ_?;wq5hj`@rH^AKQci#hKrI|WBx?DEh|+L6In z;q#hb%FO@QG2u}(Qyjy{|I3Fc^qyZY%mUkjEROShd1s7yQ6{rQ(YaE}uAooirYwpT zx$VvlNIT{pQL#n1pWb~GICEVSV&SG~cE)Q01aCS*KvN!4iRE>F{G&Js@Pf5hhLg`2 zBzDj2Fs+~`vucnyY#CVmfg8|#bt89M)D$hau^tT7XJSYXbo!P#JmTv&b6a1Flely& z${f`ftA$}-9A1>!p&jy7fX^HLscnGd_7Ooz<=+E`1BNqh<_9@J4qGZgEuu2aC( zCej|e_fH4dKOG&|1Y7$*Hneh;xF;KsAxtG;tOkI=+>C7x_shi4rkrFbEK4 zwc`-cf;E4#+xz21WBuH^6T}rMq#|1?S=1lovxBJ%T%js*3R8`aO||7ym9-epax<9=wfgt`1J=>`Qj zDbb`*obX=?2?ehF1&pnQ&^~)unxasrevFcv2gw2gtE2BLJP1T(VZ&7_P^UX}7>Qh!%!zY}Qu#Ah&Z+~u? zr`jo}wU7M&)9bohh_e6$@EzJi$N8tL)$2WC+eKFqxk%&!6jBlqWjg4DQD4W zb&+v*9D599*?F(p;);*of0vN@8&DdAdOP?S8#bc;TtVBt^6h5WOB6T;HQF7PDWsd< zzABBFD^!jfB8&jPC4Ju*hFqRJE|D{Wv5TB=J~7M%&cur-E-0vpjXoVsCvxN`I5Cmz zb*(kBrLdM^uVpeRPREwg4merO7!Ihn`l+r-G}LmltQU|F{mVyPK70J3EHnlRBNg95 zv7?}(+U@s)eK$qZ-@1Wre!B(k&IlsnHk=SsAFv~24VT|$#3TG`QXzoSf&vFz=O#yF zAZZ0_lxRXDU&`^+c_tS8SlS*{9GIKq){!cVQ5wq_`mQpoUI&+=$q1C_qOcHGoLFzP z>94kxG@nda2V}u0O~hY~$OomHLN$P%lN`BEq5yRga}Z@)zZ6?RI94<^BF7s#?>bMQKqonvWe6i!%w$May_aCz-F9Z`PkB;?|@amj?yWxyO#vtE80D zJ)1lY6yM6P9WpuFt3!jTUt&FYmxs~7P;1>4R0v8c@XW7fB>=P@ z;R}@bzXlxwC`^boe;;)p{ZFKdMl3?z+(g9}_swi*$H1A>vxZEbGfAG7`V79*<`~n- z2kX_%OXhy%lkKj+xzc1#R?jKHRl!8hyOf*@!mewl>Q88PG01W|>0b(CFqUzFI!MJz zQ0yv|TI!@r@EET?p&}8(dZ9{k5WybSJB?P`(lkNio8M-33v_8SUWh zd+ZRJ*i^x+u@0#tLwfH?r*?S&mL%c|WLy)hY<^MJveH|W+}*JCM!S@$&o};4S)=$$ zk?H2SZn;%X@zE%aZ{~*zsjQSDK(PnHVcGY*X*Jstg5F5@*#i>Pz;r=VtZaJBRp~SP zVl7c{B?ZWuZ+@MvL8fsVJKrb1g>yRP)^jpVDrgCAG^v_ks!|FEQeZP4#;m~$!YQw{ zT5T^I|DJV{^>hvNBF# zb`mpMi~X*2Ib)-00TcXBd#5jXr$}1Or~;&_+=Om~6A`4Z9{)co1vYhKFy7yrjz8GP zJ<^6qiTPJy|v}ny zQO9scTxEO;zl;N&0azZk6IgY_;GR3q1LV1fx90A|vZscMX97Pjs!XdA<7gr~hV(7< z_wn1r$2B>T=NDmYyx@RK%A?h24B_{5FRV!aulD%w5^5#f+6iF^XZZxjN>-7DVzO`D zQcIn~rKP0dsx96%^kRNk7?UV*5>0dC_FOL;R?5OS%)Aq)eL5A-6x%UHY3&r6wr6M< z(Wb>94Kkj^(}8n+pI56ldTJzH0j&b0whgAw|77k&JeKRKjq4gHchz-uYi_3q+1_KGJOuVbG=sKU?wQC@% zGqg*&yRjVw9na3})Mo*8VCZb+N(>MQ#c0Vc*i<7F@isGaIl@-ljw$f+Xnu8JUj^r$ z0zW}E;SESigc8VsK_%Ce4jDo+lS_lHEO1|>eD5flk>$A*xYq|k(q2`40RbYEq7CUQ zBkEU6$%MmVM}hwk7G%!VlgQ?g09Z%4NA6|McHP?8OC2T zg5pE!>WAjDcNoNw@3IV4a)IIbSVaA)uYH=Cc1`1iIgO^eeQF3GyxtQtvd ziz$q)*&^`n$=Ebeb6>92e}-U7U_#j2|Cj4PO5#DSXErl;JR_(_M8rp@0xhHv-aLoE z3g7u)M*hIMxPup39GT&85mT+xhRSQ?#D~hL#ZejXb%yQVgkFNrX9OJb2mdq$$;UXy zFJb5#dG9UETOfenSbM3#fM@^J0`J%b|JRVnt?!*#W$c}p^%Oz2SibNtS3a{|iwHzv zxn(6`bec47J6enO5z1L3tdY-B>t;2#Da|kYVJrY8dSJ9sBb+wtuo4kIfevGGf*acBrg-H`ut=d50!j+cWUr zDIX-ZPTt`-OrMZXOtXg$I;xEo*j!RVBME#mDMhR$Esd)(V>`sc(EdeLwX?yCTOWHzPdy z1$lprXoQt9!#(fyYF}p+tGr*oz_WCSHx6{;$Yjq^GiYckl$t)W=Z&2|VQ|=3Q9Rt* z=-8u1yl>k-?|Hw6(qgrzdA-c)&Wyx)ODI0?n5(RdwBA{;&8&U6WkfF9(q%aD!z)*1 ztkYr4zzA4&8Q<6(=1+19Pj)%8u~ew>E5C~5p*~&WuuK8`0D5oQ-8B(AF;V;+?=P#6 z4Mk8!l;AZl`{{z?@MrP(F7ZjK+<&x!ZQ4GCe$+4Bcohy7dr^Uh`VeJ9-GYNfLldIK z7AdQ8hIr|!3U{?uuW6YDye9H?h;4ej>H7yUxp|L~MfIm7*xz zpq6Sp``4XHoyc18*fy`?xOX|zvEeu4`(ISO_(x&5&}U+A4Z7hqJdeHZc_)ahOOrW5 z8wM@|V< zGD8&Wjg;j2^Ams;v1&uI3}eHnap+*ESnu`hmXMA~=jix)%w!71F}5G$TOdNK&%6FH zTIzd&&D2my%wn>wgueURYZ-+KeP*_y@tt{VYqL+G44#eUxaK>di+MIllPt?>&34J{ zZQE}XoN`=`l;=xx^W~bg+pvf%3Dxy_|4~n_ruV7MkZVccZipf9`E;3iK?{z&=;Nh| zHy3N?D`p#=*KlW(W#Q@&2G);Y8}6>JKmUYZ)n97=>`bx7=JC^6hjm%He{2JO#c+>X zi#b4WfLn3e+Q8vzu(2jYs@l-7lA#nH%8(*HBq?>fu$g0aCFj*|%{0FU3pWIcA)AW6 zdIhhoFkn}Jc9|Spp1(Wd%2m%)TtJmJdQdV*9&%pZD&qCZEZar3U3y5%D2Z+1qKxR- z$Ml|kcxpEc`sK84lGWAIle^<#!~OfJe9!mAS2JttLT>l_DU-|s3!5Q#^5|0}u9%%q zV7~UB?Hsn6{RW3ucZSg6Y$=`Hn)_nHCjtG{9_gIAqonUg0>Gfia!)<3r+% zNj4k9hBLBK*A|-FMW1*N@r|=$`4%Z+L{l=3mPcsSRdj)FcWc#Heb=2F1L%N zNpbnaWtQRNrl$MUMtz5h+4}WouG2~J<;mn#x$WmS(vf@X)@r*S@XgyQ&xaUEH&3Q` zRyNjoEnRBj-j-gmqr7#=m7C92oEL!ub6%75D?N4VNw4R4sjd#bF>QBe+Kx}jL~iE$ zL&c9H4<%=HG>#9KOyC%&5<^}YnO#;K5maM&WdJu{z}o_IU~!BANzv?Qs;q*S%yj-b zua3mRb!X1?YD>0trt)B&bncK$&li(c%R%zgwp-8EQp?Y8<DwM)MW?8|1z{=u7@6#mvkfpPlS>(mP`g?2IpbOs03AXGtZ!jTz4cQ#tEU<^!9!B=1g# zu6Uc{_uu!mt%2FHYwU4La1pp{3FQY)^|zU2z}LAH=8GhpVh^Ng3Je`#mPy(I)x^re zGVAux4c9*;8qcp`jp z1C4rBUH?U{LJ44~!ph)4z31=ourdJdpcuyoDVI1#cS*xFOYNB-bhjA;l}FCt04II4 z62WgOfBMBr$lK!4ZqM>hFl=GUwTW9=nKwmz2(T(3EV@|BRdro#wWB^2 z^u#tUh5GO?bW#$lipA4p@Krj+jk@E?l4SZ4w!&IJf#&5XQWne)jN>aMNXYr99-BFEbQGQ*nBzAs5CfZjrBe<4(Ob^omDUQtFqs>KN!Mbw7oN zFBu=}g7r@qVvEkB_6@gA47ea`0i{~Mcl@DN4xr{ zN3kuU)7nmzUH$v}F%O-};tua#c=L2wGGjKW5;nDJul};rNft8svfd}Nw}bm%509pc zW_kCtWo$ONe$Q^s{vz!5ux2g8vyEKH2f??t2!W2ey7*TYs~o%r8YOM+;7%?ZFl|uz zo;CGlW(#b*{x0vBmP(QT?>?RicH?M>^IuO0SgFa@MWu?tB3ySn&LC-g+&I-Ajs_j# z5R=JoOg`p__SxjmU&x+H3CcA2`s=gCs#N5w-O>65ctcyLcK2A8-HMaYSq;a)xiT|- zSbyEw4$@C@^*BMBo_<~SAe{tY3yk4(I&VnO%L`J*t)^(CN)iuOuz$H&s4Vfp8O&VX zW<1#MG;GT-J^vB7EaWYylEHn@Fl*hmqj}tS&Pf&Wdud0y>NAE^Mp<<2>aB;vyAj=2 ziUNyo9WrePnWBO)v`jw-=w6Yv)s-aTyc?1$*_|-=GMvBc+3+T*Sf$D8dhSDmS~rFi z0lZvvUPo`Y@3V%kt~aot=^DukfM-;zvexMPc80J@O%JlOv=3#s^JgkEsEd3%hIggP z0^vnl-ndYp<0&3zQW7b#w$lf!<5|C9F+qS8@zk>F5%9K)_6aY8{hiKa8 zzEGD!`*~{8Y`FQ4qpk<8ZZM}1;**){TO`I|yy761xL)=9*VCOJolEIwp>ed?DP36- zJBt|;RBemXf~tNis#C(cX#y@PG6l0i8B!SIcoMvChYHwn$2`bIMP(^(DcjrdUijaN zD({s!gb5arhgX~J^3oUZzPT#V`(*tZ_C8I0RbAxdHwO*eVK$vem-)`v1RPIgVb<^U zABIFy?jriCgdK!7#QaIPnZx{r*8Kf;zOwB)2E3BROi=sBosA&A+A`D=J|iG7WC z4WN=H;5D#>H>b0k$%T84pNM!;_dC{tFc?h%Y2_B*MrCCNNO)2Fa+xA4?;dvnEn0j^ zK+=X$3C)SLW>A#^9QGU>6bjZBe1AmE^ z(1KX3`HObzy>-XA#WCQj=4S3=>l3rVpjYXNxv781-OaMEz_H>pQNl=LLBY=2^S5w9 zg7p&o;E02iSSp20MmPH{vYU6F&=zEAJUkaS*uaNp9}Y(MfyLFeTV z&KHe$+SyClmkT$qu5zUiblyO@aWpJca|j#4`~;U8%IwXsB7C%aCCv}_Uq5}}hElOh zJ~8#D|CXYKN+FENj_>KQK|$%|APM3tt(_yp_yVOK&HYjPv(d_=OgNw@w@AsLBq*}g1Y-GXBj^fw5Y8JxY$wm3h54(;SW3%B(3E-^ zuh?a?o2&pNA8{HyF<87&#O?~2gO48@2*mg+>8sf!8f>s3_{uM>H$8L|R`%DKaPxJy ztoSQo?2n-EPuO--j#8sdqYg*a)RWT) z|IU_ydQC*-nmdp(|+=nf$vvBtrf-AWO=v*;7nngb>D$@iypL>mSL_(U=6zr`6j__ScR9fKed93jYh z!L3?1LA*t?i`wJbKdE}Z7yx$JB(8q_-P0sB#cDV%n@_@+qFyn)GrL$U(6SYGRb;K+ z5EhyxS~&8%u_z{9i_u_eZHlg0KR3S~>Phum=Rt!5ugYG13(#I=?`E@~Xul#srjwAI zM?h+H0o)NQNtpNh?hu$=lLwBlbSR%UkzUl?)K-Z-_UdO{oX78EMO>{RdBr=jl+E%QLFVLG*4{*qY1@e)Mv!Ve_GBZmf3OnXE>AC zYhwT@nh)T(N+z*d%`#v)w6!$cT?M<#fKHo1N_@%le!zvQNvHorC`*G@u}vQid?vqH|S!Dbb=s`n1H= z7V2-1iS#?3a<8g!+)p#Iy%r^f9o(*dSLu5MdX`B^5-u^MoM9WD4y4s^X&MbnsutTL z&4_MdYvulo>a{H|4x;-3L@$QTOheEeiIrd#p#nc<(STO%hqTGUfyc>IT&odT^@4l#W z_CG+gH0p`m48Idv?zsn?U>h*pKQLNl&nJ;Bdyue)SKBGp||pGF!N!0D<;Tunv<$P`7{qFXQsUVF)AYg5k%!7p*Pw&Rz^v zG?H=bW%R9$0#G)ASI|eFYfh8#23tyg71lE@TUarO`1^@Rj_NJD1-EFXHCG+5nD-)Q zH_hoo*E)#;65(755IP8HuxqR=P~HNRNbNyS8#c^{WZCR5Ej)J#V_Yjy9MYWz(})HA zsYe{`fs}iW=aL znUdI$o9AFz!{}Tw0V|Gw^rX(k)cbRA%M4ZLt zdi_VPjFSlo%mIq@4ZuW?0GN?1o`g~L-WNI>}IPY^Dh;JLPLt+c$4C^86_)51z0M<>cbvz*RBr85cEq+acOoG zv3)&4(d*8h?djPgSeBwEyREb5e-hG`Ncy!;&1Pt@H0Y)7>1smJq!(+1&y>L9r@+cV zg#;jTmB9B%sP-$^F_`2MUg@_Ch&}6r`c!+yirXfK!xD&#gTMZp#pm|viJGnEXFIFy*wDRV zzcO~;Icaz1#W9!0sN(Za@lS_#Am434zuj*(ele7|McRxZCK>2+ zGR<@)jo^C61eaM#0{tB?exE3omlcMzhcIcDTqq-G@GI#wR@a>RxwC9(r;WmI{~{WQ zcL1{yscDi!%Vdp9tjYk+QFpzmwccaY0ncbq-OCzfU;LmNMj7>{@C2!8N`NkP`NJ{Y zPTgVP=|iIJGcnw2Hs+4(*Hp$`JilR@8kpNKQ`S;D{)i>k*{ESj2Gc=f@U0M}5je`k zjOC9X-DJ2ZKz;gzuOcqQujCl!QN3;n7Ul1o&3TYvI_X?Z``C_j2KWb>r|-{w2;^%;!443vs`GZE#mDlbpQ+F^ye#QBP^jM2{j4Q{-u4DDyte} zCieXx;E0qtXmsZclYLzHCvVp@>%v9uXxN2_V5lXX9Gk@yi}9=N>*(lZ=9=o}pe#qH zmXIX;?Y)5mz~Mmo(g~ufzkg~N^wa@`e=@n#yKUO=DlUY8k=$SaLQ$3-!*1`N&m6q! z2)ugKW{b_mx}khsgg&znk^C;Lhiq-;V#vde5ZhykG$(PG3+3vwWNx{|-%D$R=c~xi z`zAaTaDNDrtysygy2#%Y+1zgslZ zr&eGHoomzCr0(VDB91Rvyv$^+`YUl)put>S=3P@(UdM!d}4ed{XEjhl?9Awg9I{rE>ypTxp`#qXLGIp z0-In3iv9m->nh`-Z2C1UtE@^RAl;n`(y_F3N=Zw%OG~b#bS@nNQqn2X2(r@MEsb=i zXF;ClJ?H%1{c?ZV-<>np{I8f945QSe1dnCshA65oKLy_6;_a(+qk4IMyt>EjB=}f# zfvIX1!#xa-eYm$-kOUi(Bn`-`{AQCb z+PleufnR2t9o`&4;^(WP`uRcZH+c$vTsnWW`l^DKo+SB&#Y=pQ{Voo0P>(aUkqC^V zB3omhkv!-$?<%33B%jt~!|&)or(pQVtdtcozOa{Tyy)FSCQ4%&Rv$G4nPCz0`=Z9ab@u8O_pi5W2K{#b{oxAmXBfOFFX_1{1y$fuQxDmeC# z%JC{TLfU$9=ccctbI4CID$9auoZ?cQ|Mz`RL4A@6qW6vWtQ~Hd<4`vst@EwCFqo5w7kPy}F1uY(R5SL^R z(rRNB1m5~ZxAnO=kcF=d#YbRa^HUbw6$RT4V#1qNDHg`U|I>tVhHNY$MEBfupt(3a zgKpc*<@*H-`tQVs$2@Y&W5yqZWetd-@p4sER0Vzp6E7-*eW70-H;rHNF8u{CblT}*XGd^Q%|wRd0izS!U8 z8QQY09bP|_HnZ{F{CYq58c_NUio`6tFsC$$3hqbI(s(|ZZ>@==eJ=;|S9bY?5(iXO ze(TUZ)rnFyHQVE`Zqy|O-pm|(p9Z&;sS*?Otj2z25KH`kB$`7pyZ)jbg zD0-hsJ>8e|4kPw`F6+c~{l`)!WUC$gjq#6vP>!v)gCXI)NcDAw5M?ztV^=F{$AM$VZJU}X@sYrRTigmqj8<-#(v{8j6xlBqs zgR(V?Yn>0H&1YN@zoeHi?JX*yEj3nh`g!Ajs2W6-P`+#G(=7?$BhzXZ;9iI-aP=y) zREHX7N5`%oTo5DM?E!VQ!D!Wox#er^+bq>z{Ja%KeQeS=MsiR;loJ+kdZkgEcqFLC zi0J(ur(I#n0Xd-}*I`k+yIvF)QAJII+CzUR<~{fOxJf)!u&CT9nq9rg`rc;aQa4?K zAbjP=w;hp}T(w4{>vy~yP6hNwqoncS3l)n~E|dQ@STD^Z@k7i+-Apo?8X7E z)T)p-a_4OEwffgBYX0?VE75zv9LEZNlmdsglmlyDYiT43C7t1#u!_#;k|yE=XP14U zIceWkMb%T4vWt02V~$O?R@~d0i$^ocg6DEcEiV-i>|p}CPT)7Eh$3{Y`{6hqmXq|} zB|qcZDDCXkL4qyVLZ&J-wLtPEaqN!WaBLvCs`>IPEXv5K#&oTG@PQA7ty(6Fvp)3} z0ktmuEDb?Nkcn+n?pRbP6%z~5ATijn8 z-kbA*K!yN5U>De_jc;YINeW;u?! zXQ^6&7c|$fE1fS{KMyG-eX=E*uxj96`AbXTXAse!tG}Oc>Jb}fY5HCzyLim!s8Acn zP!o}pxw}92V~6DI?Xwc#ET8d+HI>r1*BW?H>8JxQ9w0kjhhWdMW!PRz8<_d=W zN+9)rqU#&bK`)=)b}gAeSe84GC`(rQ+R8d!Zmd<&So=iktB-PWZ4Cd}CIyKVLDmla zZty6MF~$SF4-hU97~L4Od~$>)uJGl zR!7XO7^&75?GZy_>&q~7Afu#M3Wo-loc084!PV_^KkhnszHsK|^yX2f2TaBV?0?+-`_v5_PFMt#mj{1xH) zaH06H(O*5+YhYjS<;KL+#CP8!0{P3;hy#4ushn8=mGVA983&1;TG(q*>w~)3>-Io@ z(BYt^H^H^7!8Rj+Fzi2c3j-r>x=t7CaqjT~+l8UDZN3K29gZji5ep`084@zWU?)y{ z^J2SAXS}_CL`sLF4$TI`$K^i{1w%npGZQxE#sP`$esbOEEZoVPwyV@thC1#PyKWmuT@6 zs|5!l{($laqm9T!$^-vb7gyL}VSpV&FRnNG+E;kmt(-Rf?!TfZmtEer44`On+`P+& zN4Fi644FVH7QVlGHs9b@l+We(Hmekd81W>Knz22a+V)wc-9-2^bDu)dq$rvY3y_+q zv0mH8#>}D3CESY)h}Fad;QikZEXej!8c<;;C7w}z4OX0uCu@^OdDv(%}WLA zP?Ir~2+$Zrx%WleDm3NbGxDWIYBLKzlFjxW5o$s;DG1$pVy!QY&4ye+vFyymR_1zv z4uq%^s94IUPS);ju+wzCU!|qZNtMetbU^?{fgqJpOR)tUnrRo)6i3_>p+C5n$}8s~ z73Iv_#eyaS{dDaQSsq}%QDk9P94D(n74jWBg!0JOp)_y_ZA5+NIg4cef+<43eTGcwDAk4? z9`RYgZt@_HU?U}xJ(n>LJ$oOKTM{{2(=34gbTA5GQxZPUDd<2d&B^gM5eTrzP;bQ$ zrasdq6nFb+L;*cUVCQE=h-ECvaRH(_kq8no*FT=mR{As{lYLb!T{Uw-R*J@P6T~6A zfd`~q!<=Aeu+3s-$tX!<@M%{J(GI!_iF`%a96PRGntOHSxeI_VIxQb`v(wYg2jMRE z4B2LEfIa1%jy$@H+(zC=W;SC5v%je+QnD%5uFO?Bl2DORe;Zn8pfVGbcAmrQ5~x@; zomI1&wW>7#yHV6>Zvi>`vB_YM8D#Ex>jvBk1+l-VE&nQ&2YQV+xk%Cy3RMFa10G>I zw{5aY6=IT?INOgf!r^G+Voe|f1Nn+=?)?^PvY;Q>^wzlSak(-G{WRdYfJ(gglJQJWHqbNC(+I10DhCPd;PH_W5*5^ue~Pp!>^+#wTd8LV+TP=E>cvK; z=rkV7ya8hzUQbKN_&nTnWp7EI`C46l#7le%0eTSNk!$pdz}J+;G0juoN$C*cArJ)}`C4yzifmUs^LAY^WV z+R0O!Q|%Ik;$^?~!$d@+l$vK>Y1yh+ldM4<#vFv4RKZURSwzG=6mZov=Cx@E+eo z!Bih|Wg}{JMz!#$_HvNj0cS-s{f+FLVYg6pqg8p*}V9RpFOhRu5NIIj@(+b4~rhWIjEa$^^6O_tG;ha5>#5 z2@58ez%ih8ce3CYfP)+#J_G4V&0_`ZU>v}HR{5|cnn+b;6Ewft4p-=4z&IVV#_~Lf@_Cyeaq2*7%eJx z3lj6yPtj)(;bqb<8M*FP0}A@Da&IAr%HOxq(9%3$o27iN2j|mlc8LTDbmF##==Nsu zv-@03JT~;BSisW$81<-aX!OT%){;8=L4=$7X8QdzW>8{%T2Z|h(x&7Q6YZk8Ft7#UkDrG_8VA&@K$)+YPi7fl# z{_F!!fHT_`jRTo_oTN~r?@ak6vL79CccqU-1h5Ajom_S_!wY?|g6*fOepXglAL54) zwD&d|ZEs&%XjTeKPN7KuwK$g<0CVzwg0e()w^saZw|GUdkd{ro7|#C*WP%Sss0cn* zc`&m^Vt8aQ>@O{F1~yFhJ5Uq3mCZ%LQi3En$?MMwqY|zNcH#WK0)XKwIRb;@M@e+eaE&wYeT zcci2A6mLNSr(+^(Q}gMmk-0EqMA|3Z?V9}U`uy`@a}WEUQcUcX_IMWNOg;T^tGg~; z{iUDib{jpt%oOkt_F(yVPoB$-1;Y7(u2c9rI(Q4K5N2erh?y?EFjb)GEFBb85>f%O z0QM1cEIP#g9S*UO-Fcq`bKo3gWeH9>`br!911S+8z)MtPb@kx!xk=}t7;eupctGoEeflsIX%>wvO$8JRUE0X<^SL*PjTiz>SG-B;=nHKfk) z>t-^By0&zCEOOF6K32!(tpK%?A@C2w-_v5M=>u7T?yFGz8<=n*=F838`^K+G=_`YJ ziOeX)7uglqZt->$$;wuarK_7!nM>=g1w>E)cu$*Z9ew!-$VGWZs;Hv&LG2d1Ogipaax6m6d&M?gLx6u?w`-(&SahMuM(?oP9l zcuup+lyogiG0)PtYy7>hwru@dlm6)<-$Rkugm1dpMY1aUiRC-|4tn3BZ@bsE#jSXH zxiu8 z2!tSBU?*tCrBkr9vvhc1*TV(W$?Ly5 zxrU=+G>9_$)8K>IQr|TYonns4_Z0LC&&3TQLZ+p~%OFKg{stT%8LqB5{t6Y7EHfqs z=e^Cb@VDcdOAl*Bgs;l?5$w5ffX8Ju^pt<)%qPeFkFejAyEB(v!=HuI`8*GOii^Iq zjJ&MvdNiXx8GkN|yA}x{K~6GBbe%ta_Q>N&@4^A3-YHr8oxmUFCDEw@b9_}>TjuSO zkHfjn#ZLK6X*zF^)B9AH&nR;i5k@Y!7TY4v(>vbddGm0ir-g8un~rdN{MsQe>6&2= zXpN9cw{Oij=W@3`zQ5|k(}w9t4$-~7`GY-23pE+I-&2J%%`2qLcMe&k6s9~(ZcAsa zU$9^#rZkk`Trn~wynlG754`XcD^-#`vWEBz$>EN zB}`v8J@s-u5jm;5+M%s||KU>l#7Fv4Ga?{jD%`P&{o}DiJG+_Px&9tWm?NaEbZHqgl ze%GX>wIGfDDfg3;W3ZWw>4|t4WQ zsXWI)z8@I_R4*Z=!V)XP#^5L+@`rsn_JQv;U8ksViyhX3Li{%g0v4<%WVs(+LTq=)K8ix zUF{6M>8(Xj*6)@nD+4MF=NqpiM>5 z)KV*{e{=s^(qp5xdz*UP8@JZLwl$)5VEBj=fIs42xB*Nip?1_(qE_X_aVls`Zok!A$Tsj-s-KESK zR0e(-v}|4P+p8$7dl-^s_>^z-C7gKnOzWO@5)^L4IBv7Der)_ii)iMr0>E?Gk-|*h zBhNAp?@=h<5WA{_I zx(w2)wpo0Uze>Y&37ubkx}lm9t=t}-bbXaUXd zvUPq)!(4AN_%9XL?DOqo>K&p*h?-HDNYgE+wZSe->ayCW%@26}4T#)k6gOy|Y#d^k zk&H0LkZcW+?ChkG4EV;Ch^q>?#%0R;;J4J3`CZTdDAf-+JpX3)hS;mDIJ)VbN}B5? z*U9lMV5w3?X{xDFH~)$Q=oRQTxIOPp;>=^tBBZZ0>m^F&FcMq7iYPRQMqvsU4|z-E zOEp7s7c#uC8mBDTH&2sPVkypz-zCXxbY`8?Dk`8L%`#I0XAwBxzk&VE=H*tS2{~n@#g4!)_3zus_ejgL;4!JH~7}d9n z2=alA0M?O#A+dcePSR!6yxT$ZHrn(5uUzo}xv9SCmYUVDf&fxzADE+cp0lOmOd6SaV2G6S5KBUS3Fgq31|DuV+u*hFpT8@wfj-C;#`7aI$~6 z*6-i;gZZHah#&*LpeK*lJDUgFH@knb%r!Jjm8yt7{`co?0bTiAn|p51^_W*6A$~HF LiV`Jah9CY1W3j{= literal 0 HcmV?d00001 diff --git a/docs/en_us/course_authors/source/change_log.rst b/docs/en_us/course_authors/source/change_log.rst index d62387a429..dd063ba9fa 100644 --- a/docs/en_us/course_authors/source/change_log.rst +++ b/docs/en_us/course_authors/source/change_log.rst @@ -10,6 +10,8 @@ Change Log * - Date - Change + * - 4/11/14 + - Expanded the :ref:`Grades` section to include a topic on interpreting the Student Answer Distribution report. * - 4/7/14 - Expanded the :ref:`Course Data`, :ref:`Enrollment`, and :ref:`Course_Staffing` sections. * - 04/03/14 diff --git a/docs/en_us/course_authors/source/running_course/course_grades.rst b/docs/en_us/course_authors/source/running_course/course_grades.rst index e1fca41183..660b98ca50 100644 --- a/docs/en_us/course_authors/source/running_course/course_grades.rst +++ b/docs/en_us/course_authors/source/running_course/course_grades.rst @@ -338,6 +338,30 @@ To download the most recent file of student answer data: #. At the bottom of the page, click the ``{course_id}_answer_distribution.csv`` file name. +========================================================================== +Interpret the Student Answer Distribution Report +========================================================================== + +You can use the Student Answer Distribution report to review student responses to assignments, which can then help you evaluate the structure and completeness of your courseware and problem components. + +As an example, you define a text input question in Studio to have a single correct answer, "Warfarin". When you produce the Student Answer Distribution report, you verify that this answer was in fact marked correct: there is a 1 in the **Correct Answer** column for this **AnswerValue**. + +.. image:: ../Images/SAD_Answer_Review.png + :alt: In Excel, 5 rows show 5 answer values, 4 of which show comprehension of the question, but only 1 answer is marked as correct + +However, as you view the report you notice other student answers that you did not set up to be marked as correct in Studio, but that you might (or might not) also consider to be correct, such as "Warfarin or Coumadin". The **Correct Answer** column shows that the other answers were marked incorrect (0), but for future iterations of your course you may want to revise the question or update the problem to evaluate additional variations of the answer as correct. + +Many spreadsheet applications offer data visualization options, such as charts or graphs. Charts can help make your students' common misconceptions easier to identify. + +.. image:: ../Images/SAD_Column_Chart.png + :alt: In Excel, AnswerValue and Count columns next to each other, values for 4 rows selected, and a column chart of the count for the 4 answers + +In this example, the Student Answer Distribution report is open in Microsoft Excel. To create a chart that shows how many of your students chose various answers to a multiple choice question, you move the **AnswerValue** and **Count** columns next to each other. After you click and drag to select the report cells that contain the data you want to chart, you click the Charts toolbar and then click the type of chart you want. + +.. note:: Refer to the help for the spreadsheet application that you use for information on using these options. You may have to make changes to your spreadsheet, such as reordering columns. Save a copy of the file you originally downloaded as a backup before you begin. + +You can adjust your course content based on common student mistakes. While most students in this example selected the correct answer, the number of incorrect answer(s) can guide future changes to the courseware. + =================================================== View a Histogram of Scores for a Single Problem =================================================== @@ -361,4 +385,4 @@ To display the distribution of scores for a problem: .. image:: ../Images/score_histogram.png :alt: Graph of the numbers of students who got different scores for a selected problem -.. **Question**: (sent to Olga 31 Jan 14) this is a tough UI to use: how do they correlate the codes in this drop-down with actual constructed problems? the copy-and-paste UI on the Student Admin page actually works a little better imo. +.. **Question**: (sent to Olga 31 Jan 14) this is a tough UI to use: how do they correlate the codes in this drop-down with actual constructed problems? the copy-and-paste UI on the Student Admin page actually works a little better imo. LMS-2522