From 2c83c1987f142c0bb2e0a5f7ad516cdd0a4ebaa1 Mon Sep 17 00:00:00 2001 From: Bertrand Benjamin Date: Wed, 28 Oct 2020 11:20:48 +0100 Subject: [PATCH 1/4] =?UTF-8?q?Feat:=20=C3=89tape=201=20sur=20la=20binomia?= =?UTF-8?q?le?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../1E_surreservation.pdf | Bin 0 -> 163228 bytes .../{1E.tex => 1E_surreservation.tex} | 4 +- .../exercises.tex | 68 +- .../fig/vol1.pdf | Bin 0 -> 38284 bytes .../fig/vol1.svg | 673 ++++++++++++++ .../fig/vol100.pdf | Bin 0 -> 44338 bytes .../fig/vol100.svg | 838 ++++++++++++++++++ .../fig/vol100_overbooking.pdf | Bin 0 -> 43649 bytes .../fig/vol100_overbooking.svg | 787 ++++++++++++++++ 9 files changed, 2361 insertions(+), 9 deletions(-) create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/1E_surreservation.pdf rename Complementaire/01_Binomiale_et_echantillonnage/{1E.tex => 1E_surreservation.tex} (79%) create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/fig/vol1.pdf create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/fig/vol1.svg create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/fig/vol100.pdf create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/fig/vol100.svg create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/fig/vol100_overbooking.pdf create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/fig/vol100_overbooking.svg diff --git a/Complementaire/01_Binomiale_et_echantillonnage/1E_surreservation.pdf b/Complementaire/01_Binomiale_et_echantillonnage/1E_surreservation.pdf new file mode 100644 index 0000000000000000000000000000000000000000..fbc11a00074eaad96aca15c1d17d5f2e443c7a1e GIT binary patch literal 163228 zcmce-1zcV`wm$sgQrz9$-QA_QYm2+PI}~>)#VPLYh2rkc3$(a9MT&j&Onc^hGxNW9 z=FXhi{C4(!la*vi_Da^1K&~hzLC?&<4of~c+qVeIM#My9XJ`q_#|O)(>S1p}#HguY zXlY{P49lqEV(9!^j)a|~4J@OGh@Cr;4$})gGt+Ok9xUUJlHY1E!!pVlI6GRrP%ytx zyp;b)UnrDKoa|g2jZB<~*k5v#VHsbW*qS+;6EU+B{k&dUv9NYFaU^1tur_cu5i>Ee zGd6)05P)@Zb~G`tfpuS=K^#}48vhCkfO-TugEg@={#o+!_JeiKmxlj4B5?g#B5?oL zL}315oIk}3%s)*2-?0NT%bzC1e{V1`|7oL%<%f;`JCCW(YBzksC4l2G2(%fU(Bx9~Teop;_n>tkda$P-!#rb-m7h0gVYYhSA|5*#e@GGG$L^{{6dX?D_~4y(0E~gCEwqn19}4nLegoOeT;t zdo9|uPV+>?emZg@K==LedO&JBv;g+HhS1_>H#!EGsdu`D5iVtK5l2}cRmRuVV_CpW zpbpMnKJHKOmB^x(d!zxwJ)r{VN2|hx0&~7I5gq3M!;*jAv1}KWOt#HT$^2eET4Wn1 zoaeG))y)T%!`F$oL6}4Ys_&O$_Vu|X2OpjLxdQGMu&9ZK}^E_v?{YJEGgM}TqWt;6=RT9GaWLU=%#3Y*} zksekhb{t;GH=?tEopRf`qom4hLxzSfJ25{<^B=xHLugq#SJm)&vy#l#VwZkjOYQ1% zmjHQCd&4@Q;;^84l`#NeSynb&cuxDZPjo3`pP1`$RZ(M-!j`v*C|2Ryqyoh7+x)X9 zNQLaM>3(Q}FU^~6ld>vjL~akJA1`kEB-Yc;`(|O6UGpLFm>nJsKMKEfKJtoCz*@n? zcPag_M%!B1>Sp(Kr_m{=r{KKg==*&3TyJ#xsVpZy%te3N*VnT0A@^d;&2}5LJ~|6I zE)t@rwAw6e>-hE3yRNk6u8?Gl(?>PMo>eq8lSu(JD~bL*L3eY!6#6bkN`f$%N$ z2b*iqc}&&Ha{q=Q&k`tw5>Qs1!CQa-{>-_?JCu7dQGjtZke3p`Z2L?E&E;Q<@HI>4 z@O*MAJaP6;VS)g~MmF7sdoWc{xg)&D%3tiWLZayRaWZTLStKIV^HK<}4~Npad&IWz z1-P!uA!|>ufe#R=_3SPJ6g&5SlmMBx#mUK9JX-Gva;pbxXHm*%|!R3keN0Yp7= zJOOVRpUnHh&1exmtBOq5I(A;0&GQfu@CVemJQP$b_iW;zEvYpQm4Lu=5D3-RydI3X zG=|a8$MB~O$Hq3{<}&vI81jC&qf!&$7ow1&-*(W@1O+oYhoNjJ{J542QDZ$py!RA4 zmNKBf$i4~6LS+ET7MJPHQsgNR1#><%?E6;Sx&DNY!IVyVi@G`-&Q)TkB$bVNLM}%d z<};t7#=6#YAhk9mn-dneW!+9a+>XCT1)`z7$=p*omvT+do8GH)~79$BfA*9sBUZpf7fIG`BTrs zewEEIBZ{vnd_{;Sz*v^#0DU6K1uH0}IFkG`tX2xI;b7RUFL%}AF4>ZJ>z-Kr^pfL% zHI)?7Cw^pz2W$-kAsK-H5b8u~xUV1O_MNakujigKLO}-fd?JKjuhs(4CpQ23 zE!Z8c5nh@5DDI@1Gt!T>UvOM4njDwXerUry%)t)2;58#>wgfM;P{CWB*W*0b6Dkt# zW^m&@{euVC{eum{@Dns);P4FO@m9g|u^Y9Imr!sw~t-z#f`Q zv~_@3X6YNi+D_>GNs%Y(t75k+Qv_(XNM(&dnw{XaK0? z6Q4NY2<5Im7zBUVQ7#C24*GI@sd#I+fHnJBYkZ@j;;pky-Fx6n_CyKu;EpEYXJWT@ z1qSyoftY#y6?*~%pmPSfvx%3zWetXWsHp`ElQ7EWI@}nOVK~F&?_mO9*t!>m;x2Vx zqaF*r!hJ(LZVoZsM7k5c8cI60ex78|?yN@qeH_+jQih3GnWxXbGH0t0H|29CWsV=+ zho1KgM3KfhXmFl%9Dy^B$B&5VHYZYY7=HIN>2@`-THmjDVzk$d(f0aOa$0sMR+r4~&W5A5d8m z8b#?`Jn3_fW~AG{mAV;hod9_JD1|fuE4Ctl*N_gD?K(b1V>q1S@3FA=%olu=P9=r1 ziG0C6+}t2Sc9|n%k0pB$%-mn+(9-sW?om|U)ePWXb9qYT*YFPCe{d? z%Qilh0f)>U8}7l=P$pZV&@Ob3OZ95TQ-tmmkp!8^7+4R3x&r1#NTj{kyqP2w>Zwsu z()bemTOg0bhPUL?9)wLI%7&c@SLHiAOJp;dAs`aa1_=of7A0@bb1QayAEYob=pf2? zZ@eET)Ce(9KChPv9IYQM`U;G*4$j{7Ls8zhFA-9a0@5ok5Yx9V@me%alr?RsNs(6$9>*k(LL0NID9_fB zG+R$SX`Tal7aGf|w_S@#5t~kW%7?Kbk3m-ZnvUBvbMmp};|zsXCL;$&PU6R3`$X2l z@yif^7KOm_3(pMORTjz4jKw}2J=C-s|E+_^vZ&Xh`xSHO67xr`esWdkUG`t17C!b4 z^T~SA@v?@R1juT-U$XZV*mp02F4JepUcRfyH&rf5Z9-kwAkDjdRSF2;aNGZE71_}q zh4Yq4@hW@-x(yZ>LzHo#C`%_^4WY(NckYRJ1ab--I|}7jjU$an9qZ|GhwpDuq8m#J zb2xshD+s=MQN|>2cc6x~OJj!A{p^P22aC`ATAIJ>;(=Nd;aZn{n|;x@y{0nPcsxq` z^VX%uipFL3W9RSEdw_Q!d+=WN!mMLCfE>lW;O?yW^tv=eISSM*57PD^@O#@AA3v(X_)f4 zZ0JD{f3H)nad^#&@3d3SIB?%{Bu%|z8nwGQG8yX00Q?#`uJY8CY03Ul0{ZM>`jL zBKDtg{9o~v9|(@PyR)Q<^9zbX^y8NS({B$^;U9e&8N8$~sEUBVFNEi}LU(o|j-S!A zI|mWRkDyEW2aSZCt@8^35u+(R6Fn0V$8RChZ`J<_;c#*MuZ#Z-wP3Mh)7-U5rrqa5Y);X;Xcp`Uh%6@2~%`T7t;99 zCO7XcMooi+4YhbDirC6Poe&)=OC?J=UC=KA>u1C6cl|vIeMPhx*E}$k$1y2sevz{h ztKY}3U)6R1O@Z#)Sr?f$w%Sia4+{Oj)8jzYZU>>Xrl_}un;S91S`6$W_Qq2l>*Uc~ z<7Yx*v72C7k{oLw8xw*_e?KgKQ`4`g`ezu#@e|bge<5emHZS&uWz?`Reu2E$SeRfL zrA#c$%$(ZgE2?6cm*4f$EY6SqUV8o2 z+? z$pH)2{)EVx&DRQVfVQ19j`Z}iP06IQH-(FBHfkw7E)8#pOVt`odWpMd!W}}`Hm$Ht zlXKrv(+md11Ga>3Ek#|w3@V%y4kgnLyED#M>opc%WWBlqV%n6po&fJ)9%pTTOP5#* zJQN_l+e9|b{o-6h59miM*c$y?noglwMg6r?uEurw?M``Bx2-#ZrI+&RCD?=WAQ&B1L}fuISejBX((c3#2-u8Wj%oW|5n)WpHIrf!Q| zt83{qU~TG>kJutStrw9($CED`b++iJYJvjDI^rLe-PfY9q_rK1y~3S&f1cLS=#DQoNNr=sY)khqHAR!j4_Ix|Xx&B1<3YI5I|ND(~?O__9&y zTc%N3Bc~=Fo_QX9o;K0%5Waf1ci;DZR9ww~d~3u`qxT#2J=KLtQ`v@R(qqyz>m(}( zCBs{9^m{#y7KInKIw(sNmLwDDKfU?EUb({AJ? zjd3wt;57G>{itIF7|hWwf_CMk14ONN8mu{WKN>0?M|C|l_YP2+%s5Yyua(yKBw?=A zwej|Bb>QAoXI8he-1=;@^O1qzb>la01?BA8*k7H?O=)Am2!$1f%4Qd+y4ye3{p zu}#jW0wW<(m)w+p1~B;svQ|NH07DcL)FAhSurn#Rp8<7qEd+$cS!nE?qjjTGzgy?` zzS8sR&z2}`=4)m^u^z2|Sb=i+6C`G-!jjZ-`Sr-^#?`ltSE#ohR0hF=LfSeK+YJ}e zTQJJwWU*`7`yPs#sphI~_$zUEmv}bhWR~C%04eUM z0UrJDJEPVmA6gcDIZnVLY>ncN5C+8@Q_|f}(SR~AxJ`=XLttsUJ7p9@NvDa&`a!Se zD33l4T~`T*93)<=(l>m{*0pt@pJGbj3MZZm9;{)Ywt){m&`!8OsvxU?0SAR4L+nyl z(6-UxYm;jhXuu(KAkr6kpXowd74)Q zj$U6*(DUxZm*wmh@wJ$x7^YJw{C%^c)zR+$t zY9EM%u>+|i)ylvpS_Q4SB+#UzBu!<~;z9BgfH_+dT0sd3`PuJ^Hi%M&lEVH@B^pib zE994^6Gt|W$>`zqK;E93W#40?29{J+W&cRiZ<1umRQn<@(*UwEI{zK1!lA?`g$7SJ zM%9-=`DJ-EYq=`p&qHl0FW;O{wJyR=UoOBbwZx>h>ngz;XgyT|o2 z;dtHd{mYc-$A8U7TVl!W#F4$HR*ay8LKPUl)1|t<0gBp+YOjcTsudSdE7wj}b?xz^ zQwFRi+qP`z3Uh15>_W_M5T`j+$l6+ckPVP4&k(C=HI=h<$NAl#X0KfwsQl_v^qoqK z8CS`ejJi&r<7{44;?+DWE$mzsqCo8t+ zLLQX95I&7QCU19*-#N5do-DLuRo1V&e9I{&D10l*XMogfAqDgKHtBgM*ORY$V z$Fq`k4A+#IAHEb8ff4zvq?~w$81}xbLak=!Re0oD6OHq}12C|lf+{x0O4%PfAwT0C zU`s+WZTF3=6SC^-+B`#=@Dy1T365F=GiLI}+rGvL4&|g-#Y366iw4{N;8K=4a{55X z_FC)&?ztY*CO*CJDw%jnG&9gOq%?X~Z2vSGY6u=-VQpnec3O3@1QbZ!@+Q4(gSNP) z28J~ag0;`F*tzsqC^UFdCVGX&-dGKWIc$A8i)P*6$ zVE~D7QrM=BBRuzNo)IOPz$Ze>${AJp<7dDtd^9EPF<0q^wwcA4bwWr@qdc7zDTZd2 ztpo0TnNBv!0xNv%eY_#i#{l~arhZ(*S+W*#3mS(7H2H)Eytx9w4;kM9&wv(+x_3al z&K?(pu7S#a7rIc{C<%{bYNFj;Gy&Gp9ff{*m$%(muTZsW&}1`v2w(i?ds+rj`wqnu zb7di(HN`C{jjvf2=rf&a*>xDlD^U_ps2!ec^x_jO>$O#V$C8-jWYNiMszQ69@@6;v6^f?<@M!S6J$a2!kJ-yHb*mNE zl}}q&F%zv+c@4NUql51wWHEyc(!A*=XmVxWpaHR)dWeuq9P+^?6zBmL55y@Fgh<_e z4mO$&E5eTL=g8-vYq}#UQZ0h`L69OKFt#X=;+E4+CR$b#8q9?UKolcspIer6D_@aJ z(ehLjRY}Eu?s)!Q{kCDTvbRK9z9V*AI!0+o1sEIEFhvQF9C)9U42A&}yR> z(M@zsLzk`nY904*pz!lG`fY=wfp(vp76zP|dowe{-KDWX|3fNv;qdJJX!}V$fcvVW zOArbC3O2f%!&@)ZRvpT0>A26oE5Iop^6OEmF@0Yu*r9c`Kfptl?0`pfgddFA(S;LJ z-{eNWp<*6}o?iVMI)~I?QsyaL7insje%sG(>xV+!Fm}j}z}GR3v7$NSgEim=9DCSn zI$x6{L|d8@WeNrCdJGV;l9^GvwymyxPNj9lOOCL^OpE12;Y)AG9F!2aA6+vgWy^#w zpw&`OMskEIAgTN%RJ~mlK|0u?#>NZ7BWVM?rJbL_ueS$5#EgDC-c=mh}>|DCn(?Nv0@qNkNI7ph93909fNL*$h1Mohh3c z1HHGLVe!aU?ZdehVkphMn zQOA|l5>9Zc>fj55$w_qsS!K*@xpJ3THqbYNCLOuR;$VW5V{25?F@Q^weejR%~Z+Ds;E8$d6 z^|OZeMy2^)R{F;j&-z$j*@NDD$$Rsgt&VbqdcVdxKksr+*34YV4t0L)@yVhLwK04| zxv3F;ZOKmZZ-zb}AM3q-@}z3b>l@98q?1=kGpwI9V@wqYO$(NNT9!hWW-1qYOoGb% z#&wmPt`#e$P<4oQCZ00k?qYjny&_%vK9zn>R}Ht#q{y$^dZ|sWv^aY%cA|arN&o35 z%TvD#Vfu8Zd1b~c68jgvwAUOo*qm)WZDX_!rupv}%TSLAk3W7%_+BG0^|UAqR~(#8L?VFj+T4?F}vl+sWx=$`InDqHhbQpBjUMgLj}yi7!6 zgp5Fo&hJv$(~ckvYI$LO?v2q*JjIApToN_08)_WoM+z;%XF#&s%c!wxD`>f~QPF+U zSJ5-1v!rPv48-|aYpU>k&)%oP7hkZGkZkJZp6^lpS3fS*QKs&yCYUB*$oK(av`akx zyK;GlLTsC`q-Ev81QCsLGP>jtLctVKnpYIRK1!AQ^9wmN^c8BS4{Mn9xmcb%2P!ae z7-6LQij&+?t5Bp@{+6=Cbx$^WpN#ErqVVrXO}_^b_Q=U93UxYX=su*kB3_cZH=J)v zf8k`vs^yH-Kh-~$>CF-n+evj=pCcQPH<7lXk&#JGB_6Zb^2oSz#&ON5SlN~L+%*O5 za+C?4L(6X=WY5As5xv)~8)2OwjuS)>8aX}r!oiT$$`~zHH877@#dxQ2P+_}lOW!-b zV*FJvlj7Voh!|kmsY5ITyqAJ9iNEFFGy+W%TZS(%KSMu~e0m8w*WKs>za)9Z|Gn z5ysw)+dWr-)W^MV8jCEdjNDY}Z1Y}h_1x=VXAP)Aoaj0|0~A>7BN8@qH& z1wG9EkAALqHO}9rye)n8nY)=z!)s*wIJj<1;*z>tzfK!dW%=XM%sM@)ox1fdI!=)F zw{5(V`*b#~Pe1$~C<9;OiPD}VJgx2=G^xPw;q5Tx@2zqE>Y$`};T|m=_Vm0;eW3zA zcL0;WMM~AVpjKp77fK3-T9Hyf3-3EMZzW4NMvB2F=RS2R_;DdelC2dS8x|yw5DwMc za=ZcNY&j+qY$jckUQg0n{UdFU29D}9tr1zHbr*N83ly!DMZ zvge5f)Fbi<1Q2A#EJQmj*eYB-7Mh$e8?Vq~?z}=U)Q&BYZxXacbcAfI5SmqU3t*`x zli@D46QFt$7d@|aqrH<|I}CO=Keq@By1r^5A(et5Zh?>?W~5{-JCkG{RDqQF2jhw| zj9DJ5H~ouObIgRt$}^zvD@Ehe=`(;M(DAY1>o`YO>~IKjhTdCOv4>lZct_((c^T@b zQ3%scF60q`w-IlL_TwXTFlQ z9*#A1KxCvy zhON&H+r6E|iTeV@C zV`0MwLeAN55ZII_=;>6~A1Gp5DvH!jq(KX!Yg%&O=Wpz8txo!-;r3O<(#YSnIDd<8 z*G}Ny_T{hk@$eh&)Y`#UpJ23T`BE)ES^1tod#AlE32oFOzk!M_4DE`WS{tbVIgN-? zL*8R<%4xgBx5lbg7kh@?*h&XVX*~-YE`#rGcY=8E5$*UCW}Wuv89=3f?PS$5y8XCe z(m^`zxObT(U7kxGwpP=7q!P$fv2nwKSDd0(A{HDuLw{lzJ zWm+}mc~6ZGGpSa@Aey3@LB|_LRIeT4pVM#MtBMk8&?m$^n^(XZr}4ldO^y$q;8+?( z@fb>HbD!PF4AN%p%I1o%$-+Nxi~q{}#E5&qcqOGR2!Q+-`B<-wZvl<=?MCXA#} zK{OcU3^V2?Mf{4z5tfO~wS}dmsXWjtg9ekcg9ibs`V4S7o{AC=ceS!L>0##bUoAi7 zbuv_P@#^ELAws$3n-pPvfD72x=8r_^OFs$jR&+pF?nMAL+5h7CUC6YeY&XtNP4tzKM-5nA z`)^s)%G|2-D{%aIoJItk@eU)>d?98~k8qfEjL;3ur@!uVQ)3KyW`9r=kU_^0@f#(q zHA9mLVzqGp7U_(KXeRgJ3(6M(wI|*g{gmnVw4&Bb_%`&7pjZAG!*ge-$u?CYO`p6B zZ?92hQ#Fqr+qA?+C%` z3Cc;agD#J1O=)*a+46VIb+YHz;E~8i0_bhwwdiFAP34WZ$AcLANVMqS-ByK6+cABi(+Bn^P~oPCc&kVx;znA}fQ!l8?Bl8`QZ1j;4E|FZ&iL?A;H~Bg zhv!Z9**A*^LEeu=*>VsO5eiX>bF5x+ZhM<#-(IiH=zWKx%D)}rSK+K*@QqoM zeV*W1XlGIRh-aKtlD=%!DYT82jZIldzsA=zP!{I3&H5n@L87)Y(wIpih{~ z@Rx$M8haY*keqmI@8Gffr6Ih$#9vC{`l+FSVQPV&O8WTEk>v%V{$b8Q4eBJb{-S7f zYf)m^m(X_lVfcxN!&ut+^=$piv8H01KGL)4FtoUkVq+&5vZ&ZTs18tCP)LH0v&9X zR5*-7l}s6^j3bB~PUf2LK%Qs7Nco5bO=2_?$1Fz~yn>*O{XmWO0wIfoSSCZ1>-SC!w z^Tx-1KsUa5;izv}OQZ>TqxNz=nBF!iPE}nB zT8f58nn!57-gA(DegW4@2dlN)(OXr9mA(|NWGf8T{Tjj3X@V|5u(shHtHFeEC#0^2 z9E1g}$>;jrb5j8VXM!swaS(AdMYO*>DD9pBm=50upHQ8*|M>m~k{3!yoiOHJ&G()_ zbakt`2vbtIem!tqy~2@c7E9Flt@JEp3qc!O@Y*r;zI3s*@$_K%oF+B;?As1b-}q}N zWMpX>x0XPV??T+MKsC$BPaDf^YGbTzJNR;(Gi&(1D;lpyA7qW|jLKZ@(HGadnsl26 zlQvtpQbONKx*H>OWO+OdPrLv8cv>!v1uq#!o&lMsU%Azf7#ra8Hi}Uh+?`Asmt1cz zw|YclHvDH|FmzRn_n0rRldjNxmrvZ~OLq!K7o1`o9z{ppuS4gSWe7{ByHnLYLjw>TkjS0PB@4-G4Y-Do5z`FeDK zd|durk3jsWW6u4rrhYl5xSEXzN}r6QR|HhGdgQe*F7KR{e|#b()Jmk+3+3K&pr|&8)p7Wb`chv#iM}7^}$(jNblc* zj9!4Pm)$g{J_F!1C7%Ia4~O6C6dm;Sy9ac9M=)a0q^#pG+&=F+Hye3jO zF2QyE!VzM_BGG;?0J?=3 z5i1c$_9SiTUe1nPhoGh3M*`Mk>8F_3KfJe^Mj)8pZ(bLDXWkT;&EDJl!~0>O`Tw<| z71!r<6|5%n8KyQYOK)hZdXhufb!MH0Q44z$|pA;cEixKzrrP|We%2?$zFi@!dXmXVd9X8`Z@{WCxr zamP&K^(5u5^@hXGH3_#ksQ2IamzgBR|A|bTTO1O?>Ol+h86Zx$kJjh2baWd46ywyY zmUStpe&NN(A1xt19?*;^m=7lBfr#?3l6H*zpndUesii@%&{KA0d3G^^lzpaWjknXG zcQNYiQpydb_Uo`nko@kQ!!F9K`=_rDE-7>U_dzwrE!#UsjO08*L&};H&wwy$LihKb z#Vgk-yx(%m8%jEz1Z~}H*BPq9EZMYmbOb#!Mt9r>>LnlfuSK5$EJvMpYfoUw_tnsC z%6<^5{0D3H-n7~^5Tiu8^a+G<$qur!F2q|omwPyVdeSeUB7z|<0blJ{vo^j>#bL30 zYMPRAl$(d+n_igRbM*lWL;6CNyyfa4|LzQ(QcG5cWnt~{0;=G0c(DZOeTudx7|S+K zkBALJr@Py*#P1&-%f7c-HmIuMGIu-OrO?MRjdhvwgWA(8##p_od&n!oQiQ#C)FAr^R>?jh-x??^`T)}hI^`0vGc(zX6X&cZIfG< zF`P8{THpetD?>kthj}$|+kP^zqwaR1ci3*g-$_no{-9b5Pl?kLwkaJz!2uCEay_3k ziisPJP7@IVik9+D-CP=c2Q`j6JEjehrUBBxLkc#U)}<|0Gy7d9x8}&@Dn+uM&hpV68TO~L zbgv$<=l#OL$<`U2sXmLtGZ)BjqK{2#(`+S!b zmIGl-a}i#3NADpaDvff&2*Y4$Uz}maY%-{&$Xc(CANps5Ak-)yWfNQ6nCSab0CnG1 zC$}-khgjCQoX_k3qzxFq{Ok)TPeyYzby5|)sDGzV3!#}4=t9q8^73d z@6ymgNAo!CUrr0}em~IO3AIhRIbPu7+S*e_dO7VET)k;ac2yv)JV?67h8;6>iV<== zW5vS|r`9{s0DUJVyp{!0vvYaba;_gY&{v3R%U10K z`vUDDc?8ld{c=nHg=k5IJ?9A+rNLX5*nm9cHw4 zM!2EEO4X%+T1L6H07VM$GTlQ!h_1*!148LYp8=nqT)r=rMK$6#L>C|JnlxJDd}-Om zTAc#$sW8(^8}s0M*zTbA(9$)f`65ryJ>iw^-wYfpTp9KIln72uI**}`e)0C5eFjMI znJp(i;uHSy2h{5+-LXHAPyONj&#X!18JN%2-~0c#yV{Ejeu0UP7`bwayo(o z)wIR{pYv{()|Mnq0q;rVa?lukkYA5MX%k5YnZnR=|cuTI>6s_nE*Gi9`7 z&fO9UVQ~B}Y%frY-s*pLa0tWvAvz83`jWt5SIqptHrrr01W$2kjg`#h7b%&Hjx>t= znOrBXIZS-;^XC^rlc(j;8u;g9F1B6(d-dtgqH&uzCHm;;HXdtUcNd~Xa zh%XOHABGwm(k7P{QSKzv6lm|pbC@9$6X7wZu9oIFvuNn5V9C}#Xw!_ zjCBV$>#F3H07x$%EiKI;>EV z9Zg2pk$PiVnYAEl#9W%&h&U<88aR(on|pz!v1|kdTMWupL+`gM;VP%Fy6%?EJgWOX zJ3z&;npOa7mLyqFrqE(mU`5q2$-=vHi122XGaxf-oU4`vu0y#F7|Z09Pg@)$!q& zoI7d=DpP|aUVwiS^w{L7PkjL3=xY1+)9H6h7(#eCjfn_Mf!mPZivFYsHl)|jVBc&^e4*yG$8M>oh9a&6Bkxpk<48W(>&&`!+WR^?ZKpO6MGw6Mpt{wGLmdL zoB2D!mjr>PB%~yc_Va;e{V(s{tJB3Xu2NzOQk(=m46f08dnmh&jTDtfZ%md;Tlt}M z8W@i|TDyd`g8ecNh z-I&GxayOeVjPyz^V!Bu7wTXCxK_W;9SCi_j>1KUkL#B)pj3!PvS>m*ugv^7_+wT`I z$0B@7xZYUeiuWl}=$`G2*wh}M?+%5A;rD?Q;n6i04owI8up5-wC;p4e(aUX)3sZZMFChsFWK{iOYlG)3%61tY^O=;TIC+eWjpPhcbJn^?5H z#X@4Lytz#H_V=>s-AJa2+LN)Y?QrYKN`>v#FcK%Z_8lJ_#R3StrvPE$fo6`KdklAX z4bZRqDO@nlG(8?o17fNbmb3UK=C4+%@U^1BX_ff-_Qw(oWXEy5ko6tlKc(8<2CCQ& z8m^?wps>=jq-dE`7X;=cQKk`@WeW{gVTBzNe&1YThNytSA6m~R8HKbuq>e{VG}K+)sK;42&Zj-F9rt#tx6Ji26cQwUQj2k#pZ za7dUlME1ZisQaPcTP?cJM%=F-P-U%+wdQ!K87!5cm^bT~H-A^cQ-o1bNoV*T6lm7OL*@?le+npgCw)JXyTAoZ? z0dY}WQhrV`x$d+&E50DS#TCr2wd${p1bHQ)zuQRIM*Gi_A!AtB6;8mAEYZJ}w1yy; zGxnYuHErMT__;rj_Xj75`nPahMqa?*?j!6EQ~eucP{ur$vKBzLB3x}5^$-jxMSh}a z?><%3I=ysaVd*7EoZnWQfza%}|AKoKwhy8|r}4lTvK$v8gJ9oz1{i-K-F;enga7*` zj?N2azT#Ue7`)2;pU^nkHX8aLPEV=5fz{n<3OS~dAZTe#>NbYR9sI7!hG4`gJore2 zlWH_a#=P@-s^gyxy7=hHC4gJ6-?v)-j6i@4{ z(~WfB#86w#3k1R$`G!C>^U`tu@a13@nb+{|uC`{(Uwk?7mSO)?{W54>d+r^B0qDAQ z+(U3#g#O18L~^KXp_%W8s=9Z!Z_2fgQX!qkv~cFTX5Gy~MJW*lJT3m&6^dod`!j&y-=a%;MxY_j<$w}zCH zRZKVOh>Tl7r4q+cvrjG*SD(7>(l3(VU;GK6 z`ofh>eDl>&>idZ_X8e2y@FkC)@b4S!ISq1Kd_Ew`-A$z#@4S})0(&9Ruq|~0DV61W)xSGuEWOaJi(C51|BEkfisA4F=IOj{Wd$Q{MzOD^EZe85yqm~ zi6Zp9&Tk)WTTH8d(zqc2zZxx>J^oUX`NL)5uYHPteQWri+(G`G3|BcJDVZub zA8v>;4n10|V+paf!#m!+$re43lml-=DZeVleSd^F`W>PrGcgYy$hNNPQM0X&;E<6Ju zAb95D=60fq=EId0lYZX{PYk)vt=ClpHJL!LZUi!XA@F{0?y#bW1oYM%R_!N*O&8&?1QHFLQrfkC?OM5B{gPa-fR{N#N$7AJ}7eRnDW zP9;Jz&l``%SypRXf4JTFA);MH4$7P|t9z-24L)H*Tex;4RHx*ymw)1sg3&3~?v`1l zb*ZP@srGQh22E7MhxngYZVc{qut0{Rr4!ARG1#pqonl8yHsH9~Q~|7_(!?HmpomL3 z&Nz6qqXeM85qxD`v~Hq-vs-sb`<Lah7eHl5b4@WAqO zbo)#MS=L2Qn|bRLERkr|U2j%50@^C8q`c%{k2qDybY61I+d?&mzm>!f0O!!s< z3-^j!WoxT4N>Y6#uPR%f$RenAPB>z`hRgA6}kClW~sGiXTp28ViGys<&x8_64PKL(y9wYH3_6+UQ#$Rk9I6 zrzF~p*y2&(+vE8E*n11OxR&f)6blXkf&_=)9$bT4H{Q4g_r@Cuk_3m~uEE`cJ0!Tf z1W#}$K=43rpE=2yGt8NpGyl2s?t8!c`0ei9Y^kcfs`jc?Uwvzp?mwM$7Sx;lvnt-U z*{ET)#11ZP6SY>hVR@Os=+%4ixcA!qN(f~DVCbV1UjR%L>_$2Q6R~yxC%DXZdCAI2 zRWOONtA`@m`=H+ z`k%WTBe}GhFRgjVowK~4B>7i0{N%vE*F)yp{N%atAOrP`Q|kk$2{~nW)KAPi_4tm+ zTBp+Vwa*S;;}x$9`KI)-&Dub0o1OkMQ+xcD+0ZgfW1f9ez4?^A2(IPpX`1{r5G>=w zZYoBhX^a?Z-$`Fux4asbO$N*0*&F?sPb0}CR5~98BGJF}nSS0H752cC*)GA$3$9BV zcw^m33y+Z4~6&`kNp&%+4| zW(#Yhu^5ft7FZi zu>^n#Bp@~WCkyrsB&YHC2-4~NU$1s3PH!RmwvW9v6OUxzI(Y#Y2`eeaQY%fqTyaG& zYO!RPL$>o-{wX+@H;QkhYqpg7Y!GKIOD|&(f+@L~>M?Z9l?6oQzlHPl`!8692LGv= zE2J!ScgD~vXcq2&WvH_$fb4kbkX^Oe6W znt|MDf+%6(DL?Ave+;1_m;5uUJ>%!FHlk)th}^BIc+$GtmEi){qL|voPq8Jf$yr=Y ziEUaAtb|Vow|{c+CJ`+HzoGk%*t2Ol?LEqL^knigej*g4`H0&A?*4CF^%j!AaU$SY zN4go)pq6;(sjNoaChS(!Xm-laoC=MGBx-i*EyI>w9WCp0mo(2$Qo35i=N0uS+eif> zJkV=VTmN^=<^QA<{fjC8-(B`E%)>VXtFq)8_P0;c{!28L-w2&hQVeO-9(4Z6b|MXI z#h`<$O)2`-m-`e?S#j9aHsArB>0>KKq^D8|$Q0Ap)nO>L>~CDdIngQu3*P&_5odi@ z{s^yGuSe}91r;54R~!Wx3Jj(;b$KQApaZ?Wt7u)9ri33R3U@a3Hr6XLoN5kDM^*hAUl5TS`YDi^gw%+ z@v{I)g2lV93#D_+RH8a+`m&~1ud*l^fiTmF3NB{<6p8dCMkH6?xEX){Zg@h%tbQ{o z+U+nioQBb$OcHzW$qRb+Z|scY4h#ACiJ>b2GzG41gbNa}YVkacsGc_+QR;oo1=1eQ zlV2^g@2Ih2{aeR!U~y^ZHqZ>bo&apw^GFO{`EuH`Tzrb+vPfhuvHLGT#eUDCEu35_ z=GKaPQaOT6mXdr%o*qPRuJ>Cp(DY#C_GzJ)m5E6f$ZjN)6t$*(bm)2`y#D|2wwBg+gXOJ37 z5t=79_?sqdAi5&^86dvFPJs8Y5T<}2=G#UTqP5V7xF7tVt;E{0cFE4uI*H&X#wGp> zkoX>DT3}#5WJaY`YzhabT>Eu$-z!eKsDgjWhk*36@y(|?4YOD(Gl0~zDf}joXT|(i z0k)roR9YP^K;TN#FYKkG21R`~B*7Gho5ha^5`d0Q`O%I6-JkEgP!M z2ovrtg`Y4qd>rULcWjJb>NmyqlVbKCT*i|}!@#J5B1;&fM8QN9;$1}!@w$3)Y`4gS zAZ^Rvl>>NAayT5eUJ2nu4cakK1}@-aEWgYPm!hlDQHJ_1^(iJ zjk0L7q_q9alOQ`JAL|LX!-o}#okAYg)ma;d{5O$BWzB)oy9!67C#47#y`|({?bj8v zBMVfuK1vggsa@e&A_4W@YxQip!Ft5j%Azr?qj9CoPUmAUPik@63O`3T#d`L76?IZU zXfGnJG|}gzrQ)<*$z2+?qZapGa4?{o#GIfk`^nFv70H3f9H$=?)nJ?;HV?p3cr&pF zf?uo&Y$R$gdlC=kYwfofP={%+*5za1qdUdaqmnL*!q}6Fe;D(&7FaD<3Gx=h8YXMZLML-#-h5002hdacL1Csp*eANUF{YpHtw?N#bLJ2NVG zdQh&GZo5LN8@N~3EQp|C(h6KlUDP2SLL&+zTw9S|vr>xRnm065nlO{znI1qG{AEcQ zM?cE{u&|-JA5~`}(@hMBH|id4DJXL9c^lH3!JLMsN$Y|=+ST%*+$W!=8++IrH$a(9 zN3=6y5T6pyc^V)rkv)9DMAgUTvD3YpZ@ZqZf|9AUG!6}&=k;Qdu$=bUXm7HC( zaJ7EQuOC1!CiJ!RXhU>pP7rP|dm+0ok>OG-f6ge6uhyO~E*&Qdu&z{#c=MxCsQzeQ z<%GeUl`WpUl`mIy^C^Y(qPpMiIo1T~ybwd6LDA9)B~hN0Y>10JI5M~q>2Mq_ewJj$ z-@?l}i5IO{uRFDNNEg%-(GIAo!Vv{OXHWsTP?zXn&fUwSjNk;^s&|x1QTxmzVSVnH zEEaZ-l@#iH*xBcpTPCxc9Y?2nCXli{h5e;(3DCOMruL%+7Y``Q+)Jy3L5%!fHI(Kd zc>NF*pQ&B$^6?5|RoovWWz0NtPGI3*wf;_>w93t_328IZ5HGX%^2a?|?Fg^WhoRoB zCG=GH-XQh3%*Y?|D)^DP2FO?VUM*<@k$#A-C26yK0ej;wSxs~xFte(GwPSVP@+bWS-kOrK^pgQ6o&>%Wi zq?<{ndgub<^PZ7+|EWaA(UM3g;BLc*50|WU@-jE$P%UR!b8Y5f+w)t^J(S9WG~Q4X zj?9(M+69WP2OP!*Ru!u2kPQ}?B1S&LIMTxX;yKQL*G51F5(9riHZq+IN1!!ZOiDdlf&tB_~3VD8p1 zkd)}weIk}Lu~K!$cIo-V4|&Hpvun&##S%d&r^{r`^tMf&_ZOu?bcI!t-Ry#`$z zA>leVVjpk%_}jM_L^RuYt45i$jl&5twTn*RR9#g5K^= zx$cE}Gfq0WHB6q>Lkd}hK#lOFB^<@WOYL!i?I@SYx*rYj=ZjRxXH~nN6zCkXNZe}V zSXJ-%+C1GlgZq4S&{(j!&m-uT#apa(_yO5~@U^`LIa=q+{PU|xaKnlTV0D%cqt?}T z=Bo=ZqSI!{7RPODq62$qH}ma_NBS$2o$O(uPmI>_1MQAu%GRs-f!;88WAQQE#VmYF zDU+}z-o;NcB}^?B-A5ZHEy)`hl;Qk<@3eSg&Nin?_T0J4(di_rmTG!+M@Pr05nk7{zFWdNQ8R zHQ#?&evAbR{x>-aGRngEFSO;_LO&o_2RMNgQ*%AH6;nttbnjJJ<|cuVpp|ynB$aP0)7RNKfx6h;Jjz^qQd#2lo&0v4+xnmb@<+|c|&+K1lQ#1yZ zd&<0!Iq$wQ&#a2SugrZ1)b1RZi+iGq-*3fal=|cIiZ0U;+@yZsJlAZcT_aDmsXOlsDx#LFONIqd#S}IBGi5f3N zK=Z8%hDgrkW!K!+sq@A4^v}}#kLBv$*{){0V%Yn2Qgy56GEM(9;+yhY^2lp?)7I_l z?X%XW7uTM5iADJrEH2m6e_Hj{OtL;&a)UR&B4F%Oo-!3Ec#A(nny}g#K!eGZ;6fbw zfSQJ33=S9=pkB4+L^IS2uG+dL$Nwgs_Hs;1)h9a&wO*DQcULj!xpkm4V*=Q*%yr>l zb$(Jf%h7RWA}y)_SEH7%fLL=#O|49|38GS3R*r6CR>e~H$R|!KEGtl@NU%^`9K$)0_d^F;qkx2U%H4`Y_+3w02hhD0WX9>?i6>+84AN=*&-tDq|=rlevNwYd!FE)iTuqcJK^u0_6*g_rnn$It+5-TK#e|U8Xe~rbFLQsW>-}Xm$s*CcC4!iuVl?EmzKt<503)UAC-q7DZraG zTg*K><*hN+!nF~6DEqG7Cza=LA);;&lg%-IV!;}q>K}judG`1+hd}sz}XmM!Vx+LyR(3vfu)`YDUf2X z*@ZVO!G}kbo8(_>&k!%Ta6Rd7c3QQ(*dD&Ldby=gx8@yA_eSp%&-6T+?)W&PAVvk` z9biR54q1k?*wHoZm~8LP3`Kf2RL~! z;k>UWceHKoEj`ZWeIU=8NwXDVaT@fD0=4AYi5+w?>}wWG+;f>y#N))4nZ~HCMp+Es zfob-Ji!^7x*yuf03^HrBim1=X$d*NcotbzHP(h`kv0jIvN>}&&?1A{qW|UBBo*FRw z%@;hez~E2NM##o9ugfGp0Si*|1$u-Fx4+|V{gXBSFRgT&**{y~yZmKM$FAL5qP<6N zD)mW4FSU2fSg)B7u#55f0Rnc>M_B@vE?guQSQaMk=k~_mVY=$&#l0FS-#nXHvqG== z>Wd7-c~^_emsK9($UwKST(;0Apfk@i%3-Bxb+YKmlCCa~X=xlmj$AD`zIBAYBy?I zOsuaIrA(cM2~ee~I=#&gFhGYKQ8ycPGvU2B3Ak~4yX3~+0Z4{A6L2-YxMRZ?MKdiIAlG0ZB_*WAiH;?}J8(ycY zcSM@~Np@3@&w=o{@Jb-lEL^ttuUiR*kr>?8O)Ox~i; z`b$7lRZjg~qT@~UE$!~W0|wx)8wTHBKdQ+K=+er3yHx+=L>RG zUAG?tA1##Uky^r6FVCJ=q}Rz+GlM}(YvTaQ zm)x+X@m9HKK$R2zSJe3wfH{m?5Z(`zMm?ZuS>UPZ4=bp*vDCjzG{=T2R&n>Ll zJQ>$!<3ovan2Ga1o)~0Vq11QxR^y@u7zf9-jHHxjR@s`hHEVS>b-wQ!!Xpp->=;OB z#QF{V!Iryi5*)r7Rc?iR8 zbz_YyY+RwzZC`{G6Qk_wv7@~*@H)B5^+BRky;L-->K8wSs!pJz^|B*_01ZWKUxqct z#l4ZW9_OD`R@KBxAI>4Rc2|i9jFQdYn*Dv>*eLR~Ylnkyreqbeo@W$N9FEejFrFKedj`LwCjbbFP=@CbJ=_3(i+C6nge0MHGj^h{Q0*pBNDV1)Zd?EjBQ z{C^UWK)tB`X0R3hGUyQhe4{Smxr9?LPmpO%eF&>SKp7pRBd4_mY0GLb-jb>OkQxf<~|Ca#^4rF?n0VeVb8h?cxeJQkQ;SeRSbbJ|k9gK zc5W-d3#8e>&u@ilwZ~2_NN#(lW|n^FPmOGiUj!@!Jo#;i$;NUU`abe80$XQV2-7;MaJ^JFK)-GY}_ zzTS?cy~3NmH(XR#>9bqlA3iDdBhQEt{Q!WGUa&LCs&o|xiGU{2>??Qoz8W?YG&IT;4pb60F<6x$^-XGi|VequX zVvRTo`ni>|@@O1BWu7ck-E3Rbwv}=7c=#0BlU5Y+HfH9`$*d^sc7AsEyn#9i3xMm1 z_pO9LR3D2JYd`pJyXw{@ z?Ri{XQ@@HL1ylORV`YOh%0=P$r?prKqD*F5j^p&RCDUK_(Jrx6C5d@{jyVPARn@Ri z;L*rZ7bH#Y-SFN=aFHmRZMS#_s?dFW0Pqj$fHjLbBTg4q4;ei_=UMB@s#<-W*s6N1 z(-ZV@R%IAG`=*Xf08zwCKXiK+sbf@*!EIcNB3!u~2$*z<^hTMK$SS!%kR|EZ3Ia26 zH<=7=fhuKrY*>chlmu57T^OX?&}mF~tL1WquNA?2rE|^hX*8Qme7H2T#gPLpqQo=TQ z%ClD*z9m1*9Q5i zi?x$`YDO!?JofKQuB|FO7m*IJafWPa_H;wEG|RBKG^G9QqE_+KG25#R#H%KyTJ`KX zp6+qoU`#$q>Pu>)qbaQ9^VJ5DqXNL-z>BCaU}_rTdFq{_sq~J%8&D}Ucz82mJkC9f7;ZHp<^a>4LK>Y{GEGC9y#PRkEy zVxns1qhs03_RJ+1F-OV_z3TOT95qbzcbHFbc`{HA_rEiH))o?fdFFQn4XUGl-C^r# zfw7u2RLFa&VKtfFET5E^Vl#C`>LDk}r~^9%2YU^_uV9UrW1I72fVuf$lU`|`9i){I zH;}#G1K~(4AN*h{ujnD)uJ6=5;uXC9227N2d{QS*t7E#;VCm7b@Qq1kR|7U2Y35^H zRm3-l`~ckm%p(dI-iR#2ZQ*9=g{LL?W>%GG0tYs+<}H=ZScgW>QJ(U|7fd?4&_|9g zBSCaeqR{2w{=sMbmG*(8&Oc2Mww3@|B%YoPdB>O3xS-ioh21UFN2sL|&LW z$?EjWx;N=V#PM^vnGACFj!Q(0Q~orvpb(PxQ<|-R7HQ3juOjK!NIN17XCts%iW^F2 z3*%dO)9{)Chfs&t%>^LX{MkZsFI#LT*+(r;BmqOqLI!CW|o!w;pV!vvZ~HE zi&iyt^D%0lDJ5evVaRo6N9OHk&j!XR&{8#Wk-Me3aPsJMpUK)%CJ zq`K4%7(F-&lpC%~7#OR0r4~;S^VUSEVjsi)PgXsX;FU5bkK+5P?YiwMngJgyt2!+! zMHbx=8al~b9FIo_I%j{j!v7q!jzri+_;LAJ>c{qDmPxD(R$1dwNW;7Y%QFgJ9RE@l zDNK5sY&{_0{GtL}X?#igdN5xmeU8Ix!h3EuJ#gRsu#BfCD$buHATw}{+TNN(1wiK> zamf2tIOkuvCPyt~T0>ph#_)<0d7q0WFo<-RMrLZ`reJw3rfY*e*m zkKD_~H+(oNtg|7(yG2cTLjwPpR?<=VBm48$SnMy4VCyyTGes)|R zPG^5nb`j4#6@w$JF$M?1@qdK_bG@r%|38Dr)kp(ZuJwBlWxl4CFbe*LjQK7;4uleQR&}Ha7l1AoJk(I0wMizf zXVpatswuQa7J26f3KRcxbA9h{e#5Z!*iLNI*$|zUo|qi65e=8mB7c?>VP-0ECYLa| zpgE6W0?u9Q~tXIMT!NYHV{F@!78CO;>u57 zn0;wZ@hm9M4y|00`c$(RksKvFV`8GBkcJ?1Vp*8A_mLwy#|5>)K$+;Ss*P0cUgJ5s zW;<|LjE8*DNNs=jD^i)<USqaCaS zX}}wX5{E{q#x*Bz*+U)@jIw$xjjDwZP>jopK%UOYM3t`2Fh`mjdxztq!IDkNIe=Er zO_-~UvO*zJg$WgKuEb4m34AqX7h8sSabK1m;hV{6EZKTb>>^=waC^P?=_=@7~yn}v&`R-%E7PU))vxJP{-&Z6h>##>CCb}tHI`E5Atd> zzJhl@hz-wQ3l~=F9ENE>|!t3d}J8fo=(EE{yPsYNXEhF)%S*=avy@;IL!kdabQxMZ+0(mO9hKthQR4oG^hH zVW|Kf@rd)+GRkF4bV&!q?7bYGWK`~rM))Wb2cb!~yXy<9i#N+fqG9h@DUSU83y=6K zhPZJ5E*q_~j71LOc)!_xllf?7p_;neaxqt~{6;&WaF1Mi@?q*InZ~j}KWy{*cg;dH zi8Q{22eHj8VrZ9$uoQo}n`&%<=TDA)IsOBN}z zN#4T3?`W0oncO^W0V9r94|$?gcWBw_S5y;PNL6B>jicx8_1iP!?j2&qXUvH$87_QO zEBe&Pwh;w0p__9@J1UZz(LVEYgjr;N%erz4U%%~ z<&$N0G)4wBqT|{`*i90_IxYft!yc%e#tD2%#^;F|w?hmL$tuW=eLx63*?VRf5r++J zwlCi>TNf@%GY&O$jPi`$si5L&@e-#YWd+rnKix&!JBx2SztT~|y#A^pU{i=-m1hoi zFwtd+2ER-Fn%!lF&Jhk-634;$%P^|IrxSty?)EQa8_l)XVtcKh=Q}a8x>ZeM&7-AjAPCX0GT6n#Z zQj>n;x3}?SluV~|+ru-$XKmNU?uX(iQDF+z;t@>BF?al|e^mE6S!`gje^tSV3A&64 zgSCo82!nV%KK?t=^C|4|_*&5}XFWg51oUbFXY#-iz7WI}#Ie26>x!001;wVdVCmQN zQ#7!`yHh3cE@b!Ghnmx)D%-F-c@Ed-$93f#d!u}bx0=GlQj2)h)@8#-Lli#tTRw-7 zrj4ZZo`YIFa;C7alH%`p9VPP@L4GA1L}27aSZY#K%%yx+28 zJfbeX=s8va)-^u9^x@$SkU#wZBD|ur(r}N&KvK*zdMdAR6`dv)#J-A( zU2Pv)1P2Lp9jXM<%IU^{)}m-RDKb=QNylo^d66}C#&S<6X07ja56ae;co|P4U!+0? zFnLi52qoCTb>_gRafEoj`Wb%~YfZ`~92_|BkS!haW$hM`+Jl%UowUq0QR&XQXfeL| zajGaldM%}=xUh;jNz1bm`SCM9Ax&skVU{RN+My;T!hxcbE$g_2yY5tTSX!4|rmPkt zHmM*(B{odEKl^l$jSz~uur+1cOIR<-VRlA|4kf-wo%|&0w=3{E941mBf#aAanyScTUSPkJ*sC$%Xbk4xiEX)dlOz+watET)m9 z6Gc8R-9!n|+rK(=j9q#jd~$S3mGm}rN^Mc&F|s&8v2>7og9}k)sy>9f_9w^chfoXg z|H@6(3g$V-V{~VgyE290O4$Am6H-08xpj2*8yWWxIA4E&xc)tT%n#+a-t*mpaa()1 z?KOB;sF5Ar0~Dd`B*35=?0R4*7KruP z0M&8^eq%M+e6ll2ZyNiXGF^J~< z*u?(O@r4iS>K%7ADW~SvK7{zh=j(%8$Kq8} z%|;1Xzl7~VmPbG@wz4nK99O4^tmdLs)aiSTUsB60JF`nrcaa)@@x``AvCk29uiX$0 zAXV&*GWkRQNcOxW#_1WhO)`7YKX4J^{{u;}|6@u0kS03?7dtP<-^lGi)7w^86HjDI zcma@B?5C!o;sOwgrLm(J0s2>x7JbDl+qL177M zUdiU!jv-TaDc9@StL`es%0@qyFgC_fL!J_&=?TiDnNZg4Yf5s?Natc9dU^a1=i;i> z&8Pj;arD{6^2J+N*!Sor6t7!ssD-anAGUF$zaoUeUpmv0UjEuOa|4rm5!}qfB_I@Y z7tjG4CIU~-i79e&IW|2PWS@mxu^i(+?^(Rh$UL2nAu8W8&Lf7DTKrOP{lTX{KTj|{XCUK)uh7S1e4S7bC z>&!lBFolPyKbFp84*^_tlV*gDz?( z0q2*!LE)UI7ql2J5&XB%+IzPQ$*c|itjS9RHF(wO)Mv9ijPaM@>&RN-Oc2pUpAE$& z!y9^y!@ZSzav32f=(;%PG;~sgu(yC(9Kw$k@`&Eb3>+f}VF0Tjn1)VM$xkDec@*t$R9q8q7X>AXBc|lWfB#3Neac{A$~OR5B>E+(9nu zErnwKMe|Z28V@|E33c+eXUWCK6c269zJ8+9P~qmOWVrx;u|m*NFF3Yw;UOp}Tu^6! zYrBvzoXWH8d=V(9E3}uAI^)$e4hfq0GKFX zx1<(XQ-8wIo;!H4SCyrL#DvV3zD{{#3#b@kr@d+TUTHc*a0+VC%WG8KA>rcX6&uk5 z7}Ef}!Z}hpxph?tJ`$~LlK7qAW$UswdL1J?JhK$8SlS8W;)R^XhiYny6_CZG3V0-w zftFc7K{-z4Ry;Q@%cz1ThsFLe!7mNgKxtmpF>I;NhDw&a%2qdQF1!tMq92~ncJHm( zVRJWl7iD}pV~r-(*N_@9KqQKA+F1>kZ|O?Xn;E2#6p80eJ!7g8As*~G4X8{HwNak5(@+)FK5twB;?$3AiCfS%kV%%#FRcDZ_>p z2^)x-ZsNx(;gLO89~E_!o@1$IXv$D_QS;CS0+teQsv5Y>fIOVIn8} z^-M>=;)}Vv7fhu=!J3a}-6oo>znax{VYzkfqs&`LRGGUuaf?49QK|V5tYxW|RZCDP zSg=fGk?yVYP7~!^vNk+VG87eixLPZLP{q}YIkP7BJdlo&|T|15JNwQaPf|JmQodba#vF9 zK3*<#?Ez+lt$EMeple%{QpGg;xy%z1icV|OYKfszpiw*l($mfM6n2pts(xGMCo_Cgs#4oQB=Kcx zq-Hjl$wi^5@gFb^id>M}^uHWPEmL1|=n#HAx3im1ti6sKtTR83=vw8!1Kxgnm3P3g zsPm1CUvRE?<>hr(e1Bwwmsj}{ownG_5D*K`2?MdV7KU>4<#u0(8)NqO^Nm6DqYmxO zY+k;x?+KDcY|=-kFFqnk$CQ40O|N3NNZod$^5rLRV2m_dTNWA^Y>o>fJk= z`04M>GZ&rhENKtxTOyBgaD~~11$BJh)yn=NK*C!gzW%VQj^|UlbWDu5 zlXO1rzJNm%7x_>9Av-8_FX12uStt`PBI?OkT=hVan%dvqZhcvIcE8-?32G9l$pFlR zrCIgMGW(I6kEL~pqdr&s9D*yHA`oZ%0XOBs(CA@X3zE|Qhfic&OM!J?%D5lMBxikk zI{tAXXqs1Y-|dPoTKJpwwc3=D8d390-Wxb_6s<))gr>5T)PmPNZ_*& zd#8O`K1O=qKHsxgx^2iK|4!K5NbkcQ`hngqB)cddqW)1fkFy476y%Rzq@R*NJtz?o zB=ivQWOMIfdGYBM8iB#fccl|-4jB;^)6v4Jc`rTt4lEyn(J=gTuV6+Vd~tw5g1| z+=mW%hU?4JK>nv%u)VwE!5%^hdwY;(zpE;^R)|8DPsG~dG*h{?Qe0{ezkklH4(2g& zw8W?oJZXvFw{nB^lCa@0Wqg|Oqz~&e{#z>}*`!P#q^4}*#U1qg?&&`>L%k|?YF9k36kDq)LyubR|3q${Y z8-{Q^g}TxIt1$?8Owb9A9SdPhuV5SP>5vi;!xo%m1VgBkX<_Xn@|Afh_pA60va?uo zprubopSWINCoNBj6mawJpD3!hd7RIXme*CF+6 zJ*;adY?hmU2#TY|1^Iflm5<<(d<^D}F*vc0p!YNwvM~@xvtyYiu8Hw*yg;fdUFT5N z9D7oD7Q_1~xMfy2q~v7z4Z%?zbPph_s3?uzsl?%H8%hl+H6qSG_6csEGf93LTlw`Py%+I|I33CxWJzM zO;7?7Xi$P5e}9P$0R2LE0FQ)-3hD5e^w15#a#>{4ZC)!ofqM7GUG5 z$4uZ*B0a*xe*)5&WOs?<;uce>s;1&FdW}pi9-T!1jZI+e==$#kCcysNzy!CP=9!!v zBdRq0FRWL5h!y!tP4c?(D8fco)w_p!B279^hp%Vrk(qsGG!!Ewb8g_t>!OQh*oI74 z_+5oWgjUKt9e(cjpofj1AH#oqhMno8bOXbdTRB#BZ{3lYS;k2(C;`wMBDo-)=McZ) zvE*o=`Ax?CfkZls3Kbx&ejG2^TC6`Rmi8@othL}!8|}oEmt0UX-a5PW$=j@j0w$-- zDVh(73f52bgRuJbSR+=h0wh=XD})LE+Rm{6cOhU{>WdDp z<~Pi}fs;+feRm&^cAfLjA>(VD*>nDDT24$8=0hpAtcSGySBfoh#Ybm2dQUjM9g&Ou zb6NajDREdS6Z&{-7Z{}E$|NPsGn?df#2V!-eOvqnR5|_j*Gi#(^V~{PNapYLZfF5z`JnXM4mV1ro0YI@dVKp%d7F!M}bxv5!zVEyfh8G==vf~HePmB zlvIAc+Pt+{2*h~R-K>zPlT0KDQ1^(CQ)SB>TLZ@r*Thp_<@V=~d-x!l3rChdPx_$O zOh*3Jex|iS@W&pqN3i+ymk-H5JVVI#-i#*#SF)8W$(1AsKh30ND!vLJcv-P7r+E`j z_CwBC0G*pTC1I)?go?$8|9Vv>SxE(uW}^Qu?M8KAa0@Ljo{IB#6oK!^0W7* zB%f}VJkRzt?UQ!yCVc?MO2mMBny$BMS#qApE>~)Ze)rHNzkwT8;LOylMiq@#{^afm zze1r*Tp-D-J*5VPCO?O$i3vHu1@34kXmF#sf$DczQ#5^r?bE6t3r=6pK~*vw{Q;nw zb-RCGUwKR4!0M)i#EOSL$)3nr)~0NO$)%X_6vkJxYK)q%NT(oWZfn zAaJO!?@%R?is~=#yvdqvtJpm5&J_RG-Gb+|B~K(cpaIECg@TqQ>vXt#pGwat)xlk z@R3!Q0=37-OXnlxK^V|AomZRg$nm~W9W_DUb-ckJH~9U$(V)`D1QYs!{nuv#At|qh z2KnU^X?9AyFTs4Pl@Wz;9{~vlW^i4CgkF zRoB=jnq~*Gu)c za$4iWbI>IocXfJ#m-|*={NS7IuM;Y>d8#9j3^Jh{}`7 z3l9Ca+uWf3aG)73>2v8zgvUSci#lAm%PX}E-w*$S{Pef`D1YWj{0Yk|U0|3`l~MYQ zga#ljhC7*7B=|bvD*eDmlYps>JbiWfXR#&=Zp(8{X>JtW{O6e({#ICtpHIsBp5pz_ z!Up|(Qu|k8e<+{zCL5~2alF1gQ<9t4jx6K_izPrivfygRD@nJCxt%^}<1 zv+ET6e@7($Y3cr`_K^B#Y$rnl=lCtHNAPLuMJL0tXh#a2$p4@sM?Z#I7T_HmjmDs-=$e&aknY_PUdH8rWpFu75JNo z;Jx6Gx1T$SUO_zy0BDF(L{z&u9V%)YnGu5K0H97o3r$~z)M^V!+Pqyt9V#;{8Kxqb zS56lmiH;{Vuk6)-Xa@p*#h85c7lX4lI)D!Q7DHvuJsT`O$s&Bxzi zUK{)>7#J-$p?o)ui(g z?mhOW_036_+ILU?n+HCSq8-YTGq3DWeCQv}-?1@_3CBKD`AlEzG$un@O`XT0XMnS= znf-<66V;Ck41X=vgIE9X0L;ns)NX=Oz8v#@aagbIbVVL*S^}vz(40mp4icV%W8ow) zb2;fG+W_rT2wS;y*K)tcqU02+<&4>S!I#aB!%ovUEqmxo(pz+xb@x0Y>)uowT5x1^(zS5F{(<=@za3`fLv(dHeV&|$mxa%D zNxN!fpZkyOU8?sTax^EyT)9!HU5oD&&(F<=m(_3q&63U09E`>biiwt0_fy|Qt&Xqi z_kMcP?%$wz(&AOjGF%ls)~z3SfY69qoiMD1I_$$_rIwvnxBH?WKpmZ^rBFs~{Y0=F z)JEfeeVAaIE?r;`EI*QFKQI;dO)wrR&`?a~k2f%{%cWlu6X;)-)_e{n_NT8Q-9_pU z*-NQyD;uh;tHoMRT3Nf$F79Ub%W%-ks^lNyQlwC)yzw8d;-tWL@zxDJl6NV#kkMEz zve{p#nPZ(tR|h~4jY=Dy4oD1gay8Tv^)1loJ3jBwGZ zn6VBG-+td=U*V&&FO)H~xY@fC735)e)SB4j?E625$?*M6kof<_+*`m!wXXZ)Ylfk_ z!=W1l8IYD9dO&6bPXxs& z3e6tO^&Y^>6e|KEwrw0TKbjE)sB-d2ryz<%|MtkvdaZq;!|fsw+;4;r+N8M)f)6?z%o znpvl=vKqSH>M|_kdb-#AsqGVE)9n)d!r2on^JPOj9s7yUt%~az*b8Nf1Jdfobk1)g zC0?u8+PGIJ%mt8t*)!I7uQIVPYlP=DlTs8%(cNmlRX%Q=ok9M{UPCcMoV2Ho=a35i zL`2Xh;8ye2z?(N1DRqQ>cpx?bkGuLP4SP!?ikFuo17ms;6SbOB=bIfH zMYeuwb^01*CJ$vj?|K|AURT<2%CR8dTXd>$J=B7zn99w))J#Z7S^ES#ig-Y(=S(as znvwEOUv@BQM5nAASvK7l9M*4L>=@*1Oudbi$QNEYbJ85^?5nBeM+ zfK;hqijkGfmQUqG~DIGfn%n zkn}CXON>U3DH4z0(Q6=S1*rkda#5}Zu|1iqAG-XAo|-tM+fbV*vlZTucqZ>{^HG$% z76sMcavCwkS7#N!ukm@X;F2BFtkDUvQ0W(5kF9ww-K}vR(o#NCBLM-^+soHEse6(* zY1ui+j%`NDQzEvs$7eLCQ_V^Xj6=E~IICn2`7HI>RFw4fuW|AzCaO#K8)7)vxvu-J zutrK*@Cn~zMt#3Hby&HwHa~?v5|hLt7AO}*6YpmFRnmrEdDo+ztd;)Zs#}fTFNc6-n zfWdO)G77qM^|Psp@=zbne5{#vujkBKko!x+XYcqtIrS|V4Uql*{JYmu=bUm3Bh*j^ zDW*@PW4L{~{QAD~Q^V^;D^d#fBOEp(YB%H5K17$~lFM}Q?WoeB}yfXhw4t$ORyxSh1vu*1|X*m?? zkDVo2=6|pqnte#Wrs)Q~EE>R(sFS#?zhfvOvf+kXqJTacc%-bGnpHqfpJ@C!0Kd&{ z@qF$j>xJV7e*C>DZYXV6>}Quaxcw)m`9E^t)e55sV`Z^tghg4XL!okkW_{Jx5Na`_ zE}Y)f$6&jlB=$hhQMv1p8b^Y=h=?$$jyL;RHN8yn<)M|P`=$anZ*m<4aK4W_CAjbt zNiS3mA)xvj)7viwrRpy^aJTp{#&(SV3E%2Ac7gXph8)!#G2LpsQGrPYyO?CLjq|H+ z6fq80$P+lw17C%h?G4b!mbt^l0s-sv{4oOlg2j(H{F%uwSdT-U^5DpfVY*cKrrW_n zxVBp_6j`c?{HEd{B5P}V|0C=h%TG?`4d5?5@W;;Y=L+_`2mM%US!W!eKh0wr;2-no zpM__CP3%*oI5A5i&=50T$Yt*ojh^sv=YNxM>r6FNIc3D%&pE**?d_SF(EHjCBT|oM zirortC$1FLp3BUMUyl43$GV&T`|wQnd=hz-cvjT?kc~)nSnms8cHKM+dMI%+>QL*e z9PanEqaPCa*F-L_mRrSW)kK@sZ8P)s?U0WNhG$gx8oS0V#4?;4MoWbi4Yqi>?>*jT zJJ)4u{rxBrZ4=Fe!nbN2>g+aa8KYR{gTKCRYCvQ=p<|p&)uj8-NA#xwuqI(fOiI#8 z<+}Z#h{WDwT0+CLh_+k(J}bWf;J-F#y*qi`u|DaUsO{i%6t!?$(>R-{NaE1p5S#Fv z)7wXEce^s9x&y*~0Rm65e;=XVzpgS;&O7Bxm8EI5Zq!?fF78oyDRwP5(H=!n$X#mO zs20O{IvD^9KyE6rm6PvxE97V!{{jpN8!{N5nq8MwJC$YoYai{u1^Iu^d0a%b98cg6 z^n5ii(nQ|t)X%GFNE`Bkdb0(m5${63(fuZdAoKt606=x+1>(0X?wb| z6-xb(8JmV#?Sg)MlY)Yry?~OaBLr^c-;*A6di3=K5u>)_x8J<8m8MZ>#@@*Ca>|gH zCTEyM#rt6DH6n-SnBE)z^@W=mfSzzxY!a@}&NWuO4J#eHJ8C0M79%|GR^&UaDcL}zWhp*(v$j9;{Ip*IEab<12Q3wY3ZPJ$LWr{uB(NW%@0_Ns=LLna2Xd2 zG~V^jugLfd;EbZZr-zP>yV4zJ*E=pYE}kqB|3I(6mGu4_e*TxKUlsu}4Hb2jUvUV) zuV26~vw#wSjRk=~u&^;du(2^s5{U3{F)va=LVO}}QVI%kQgU)i8YnF#6$3RnIUOq< z10y3dGczSE8wVQ`2b77K>6dnZ5D!oXM}a`(00xDC!8!b`_riZ^hVX0i1uz!guQ&%4 zG7QcEjE#lCHsFDA@i9dF4dwvgkW=d?y~Cwo#dKd#K;p3pd(yC96;-sTsdWpY=sThho!#qEz+ef5}vw3HDFoSV}iY$ zfiOrPG;h)6jU1(SqK&kH8CwYie?}DXBW$W}^8T-<<_{D)!+QnT`LZ=})M#7nNHj9l zxo(w4I{{dyj?163g+Is4*E+n?GthsLq|edEDM^%fEigO?1j6KV8LIx@@BcrNu7x3; zkBGNiy`k5O=(Z6DrCwi-L2zOLU+5{ET#yBaH2q%ay|CyQ6k}qfYMtcJJPZ~c0f)o$ zR`2Vz{Fx{JAMgA>GmRRX(l|;>052g=FIj=b$X1yu)N_;>@ZdfSeDZ~yh<}!@Z&b=3 zC+;?jDhA~OZ^IfvxRNp>$uY@~wEuM!{ta4w8hbruD|U<+SunlD6BsAIl5Yx;?_ZRC zKNPTm`tqNanV+bQ5TIvJDWFiThs{;dw@&uAAe+O;p9ThI-cZ059Yf1 zYD&qGd#Tz;PUs^xu(~&zUSS_(;o>qLeccM0^JI$s@Ln|Q28ftA<9tWpR$mWhwNttC z-%jS$c-E9VZCWL0!J)nSY~CBZIPbw>gNKWS59uZ&;|-KX0J0huq&Xe|HD6Vp3GDPo zaczk?EPPK>r$Vt%MZ`Z{L?vUj|7wo0JrA$UMax}&ydR4AjWAwQ#m)vcXSur55NkyZ z5UF);bLfPQp4mvx{pWrI+4r;8+hOF#01ieSOkq53$Ar_q0DGy7U!Ms>TMF@=_s#*A zpMT@jy`U78H+0^2eJJm2L~r1?|GD4*Kk4|O%2vx_j(o@bhefMf)n-Zi6XA!oW%?SN zF-K%69Cfj_Fmtua4ff2f^U6X;z=Dd4MC*>n-WaOt8JrH?))X_rBI}GUcqDb{Gp| zTKQ&8gajUXlr$}K38h>&oiD^Pm++1Y>^z!;2cPwIe(C=OQ2Rl8iv(Yof?|FyS4pyb zIK=@-l@u#HI-uhPm=U&Z>~r)Hxm}=8FdoBU`FOhsLWNhF0sx1VIC~OD73It)rg7^^ zC+cHAxKQHgf8uy#^Rkrh@602y`>yD3L%Nq(biqy1e?uMqB-($hNtIJHW+GyZRrDoN ziQ=#L4MS6|CL&(y(oF%lhm+ka5;iNBnr+8}OE6Gbt}^v_4R?CQyC70980*|z)Z#DH z1DO~bphu@`oa7w4P4~7&jjJ?4svMhBO`q@(&1Nc3#4L0`a6nAYP$11o6?fYsqsh{W zo&t@IQ0hA@z5DN*kpGoud<0zeG?~Wa?24s4!SXdjk-P+3MY6#9_0J&HRW>?3UR;`N z0%6iU>?O9Tgm;wK?-@BzJdtp+D{h|va&l(o6@xfqd6;$cM!D4`QJ0JqBd;V@N<=6T z!iw%bW(uOwhd?E{x{3R{K6PboinFBPgZ!mxU42f%Z@f`xya1t6qksRw%3LN>Q%b=t zAC8GKdRaWt`R{SJy)%>vGO+4GDM`2`m1cV+;vyS_pRq zTqKA4h4mT*vVWO{BkgujGP67l&HC<*uJ5q^8JS?Y@Wu`%SF*R$kN0ZEPowXg@lA~U zrvJ(Y%ZO73!Rr+8J&o6s=7PkN!YVp}u0rt$BnX_2Ro9NST10j-IAD1Fzp1H|uFKMvT%#w~`&8f@xn$op2pi38u$AX8 z+YS0WEA8zccETcO&IQZ?fcbje2P>mynPicX1JM9Kc>N980-b)U_h)$Htm~_SF0r#_ zV)sijAFNi*Cfy)ifZRZ5%sf0zR%XMrU>l>|(LdvFtYGte`NW&Lk}X-OIaqRF&w6<7 zX-=*8t2uK-_({G;!~npBaRABN9W_M-#`>}{7q>=Ds%&gbXSQF<|>Kn zgmM?Sr^6dBRY73PZtV`Q9wS#P4su``)4oLgSI5;~40oY(3*JH6i{B{X$ul$;e|u0;(^0l|h`c`Wm&c;&Trm!GqH zz4y7JyL*UtH&nn@xIx3iWds@Q(CAQAfr`)|pncWZLLjrq31B^#b0y1j8`I9`wyt*w z8CB-a^x|m9j~la=XRo{0mFq}?|C%+ivvs!Pr8Jk+)0D0{Jz!cs zrk|;m$~vO6DlAvVL#5#a$ipE@+j7^8q^f-y>e=^tCQVoOI|3i38N9ok#w&spiBN_k z-8Mmi-Mr!TN<5b7n!ACMo0{i~gvK2?O(5o5{4r)*C}yVIqV#OS(`vGgmvY}Cigi*? zq>9~4Y4hDn`ycUkZZ5?rQ)LCm&SvKZ^#K7*7OZX(j~ijkSfO6C49gjbJIu)PgG!kj zQ%;qOpE(gt=LwV_DW2si z?ZpFmi@8i#Yo^`Zy<^k1^XfS^cZ(Tv3RwlS-8rKb6mG=yMYbj8Tb>g^2*7mAOiPrc zf#o9i2KL(acD$#8GB~R;zh^ndYHbr!x>iTO2rN)w(IZj}#G~u5;0>R;c9$WyYIq7q06I0K6pki3IvDnMS|74$SJ;-fyxagx1BK+!HV zbx(bX=3}H9K9wgWU%u_(gO%l*%K#r&yDNF`O!b*@_6z+jTH_D1spi~N&p~LhcoFNj z`g+;aobttd=8&!@XiI=@VtG4xTQq{z;rfu-CZakm%aN9wGPNL4pp65b>q*7q_tvJ0LRx9Sh|S6sS^eD;VH6U=hVEy}nMT5?SP><(6hZeQ0oGNx)*KrhVBJ3+ z)mmT5>@C)`!CgcJfi^WnSiexujL6pDV~dKDC&J-H$du75QFYvM!g;B9>i{sGpxS+l zcYI{(@KGcF@Ei8kuEkqx=rC%`gnOnX74m#~Tsm^Gl`=&e@mZT$mB@joV2;XrZVf^r zk99VRPZ-g4_6mIna*x|c!2p5gsF&h zz>7FS%Mwc_6%Xf=(rgO8nFL|CVIW(!9KHp9&w`FQ!5QK}WFQW=n>N7u0f)Eh*uY0< z8~gRd&df+ui#yK^?}R}P&nIt9EaA^c5xwtExQeE!NIh8WwZ!|mCizX@U z?-h{W zYzkRpXkN?_bjZuEQjK7dX`{?td2kbmR7sh&b8b<_6)zeMc*(%I=Xm6k8Y(W`uRdI6 ze#UMEwt>YWPvsuSL$6KtthQAY8ESRRY`x6cKipK~OJ;Bp_`*-KRb{bR_T&lKRK!a( z2;S8;+s*{l350`FJi5WrblnL zE(wer>e02iXvP|RmZ>n(x9S#R#q)xg5n3(H6c=6pZrh1P8c*u*j-NMRX5O)8SKaZY zbWn;N+mgP1oB}NYBNbYvcz*yigA}66m*fI^J6M%`gXX5x zg5sd-7COF2h$}KyBQSkkf(oV+NtMg>{j-UeVDs^Z?U?6S_(J!LqH{8ncg76NGY7?V zCwUR_*o0{2kI4_`7Xcy(A9Ge+_gjX#{6$O7p6`c`?|X7kYY>am98pJkP6_SnBj2H& z;P1PDe9K!-*9`qajeN*Hq`B8BPa>P_^i_h{B8E6Ylw9nqYV50WsnmiO&O7f7{|aMq ztqsUF4$Vh9EQYhl508uL2W{+8#0hl52$nXQ24eN)j ziu{Y+6kP6USpIcq%dE2-J#?7G=1mu|hrXeS`sCXI@#kDwN^1C#9G=b0QLOT~eSQyC zd&xe>`9yYjJ}&mjN#NQ4cx9d9T_S~c!9pDeZfB12Bsnak%x`^{=Mt#1?miCla1#gZ zo(gm7^<%{!&h*kNJz)ZBYLF;AA0m;~NFd=0y=HYz-AA?+hZ=qP#xG8vjhO41Jv#;* zr!T~ktBfcCaJzlQ-Fja;-f>jjZ%5Y;$>IvUpc^>wlPxa&be{O=5#y_HZ#tj5otvUe zB1LW=q+YBHNy$vd?&d79+IW&h^6OGvX*OH}rG1VWLK8uDt3xvGOMLYw&- z-^T)PH@|?<#;j{`U%@H~iqySNwtRw;VV!#imx!dR4w#)Br3Q=MV>91Vu)A5j6+H4r z=1yqmk}U64%H7?MXLfg7B$iFxI)Q^q?k$sbf?45-?#X0RvUqg`zFoCXuJd0}AUFsP zUn3)vycek9O14MVrI@F=Z~B!+W{aBFi*I|eMTRUsU4$YCPtO&Sqy=II`}f+|m&qZ&0JN^&-b-;+E4wQTHEG4F9jkZ7LR6Lx zby^3y^5wAKe+nSVP{(W?<(D(x_zOTnce=Azi74h+XOUC?m}1LPeo*?-vQvPKpRY!q zB_dl8msz(K>c54LUSv1;{`@+&rf-&yi&%=+*hu9+McabkFRGDsv9*@)C~@fz z6ZqEwg`Mq`!#Ggab}!urvKiW#ChC`)>l#j`J&_vvxUk%B%?WDxdgI`O_%0m+nZ}?h zGN9|4!J~nYyC8@GO5_XW8||{Fif@bIZo?jyEU561KBjIKUw~lMEq;>IL=op~p6It~S}}g*o5#0!gMfWUciudbYAT--NRF0mQ`X% z617;^i@3rtSgOLokugCj79Y;u{g$oqfGe{jPpJw<#sdv+7b2C=6FXz`!4jwBww@nQ zqE7~s5mL{BTdA}1Enp-_O4@1!{Qjb4TwL>VO`09Tc$x+hv0#>jYdy2Bu@vdQz`ty! zED7r(DVw76XT8!U^WHNb;Ob>gmKN=J9ydcVo@M2my3cXh{7ZO@|}(KyEh9Y!|IcfN-Sg5A;=YuF`@LW+>I7#EXqrD2qn74 zLuQb1>V!P&xY%T)Mp-VaOEin9K1}k>@t3DN^hhx_IUf+odx@2}fl}LN((~^)SB$)P zx>G1MLO?80=e2D zonJ`ZDs$SGho5I)ZGBs`G>&Li@aa{Dd_MMJ26|fX1-5u>zre7geBar;+n*DKjAg`A~Vt#Ju*Z z2d7gWUIkNjWK^y}ZTW*^NTFHN<$H09*&xs2e& zg3x!LqHp(&vrh9A+*8VaJxWQ}mkft%FsXKH{>K?!rnQ@xkBUr~Z?Rs6yyCJfK|f^W z!H?M?JzD_4?DJs&-8kv7(&o!^iLGBSSiZ}cGV^vlkrg{)>ySYvHwX$)VN)EEs>9l^ zJ%Fp8Zr}X(>l0-P>05{LS6rjZtCPfaM{X)DlO0;e%|UjB)4vBE;L(DZ-GH(Q+FrHC zZ392MU!T!743enFx|EM0m}I{+g)U^q%hR{U}~ z+2vhi`GiA$sIYy!nrpYNf!5L?DQ`xHT+2L=WD8{B$PrDb_v*)$hydRe5p0S zOz#ys3NIe+--~VF!>{#)nA`Ve=|cV*DfEcyjH${`gF>?xq)Ydx?p=FiNJp z0=*0@BF?~*Z8oSp$ zX8}^0z2yzixpon-P!r~%kWt?#OFw__v|*T8OALR&6qjqQ`;C@}1}RJj$cGEdn|}gW zSXdVoo6mmBg_}MtQ8g?{GtQB+^uT_}0CDq@U|A$sX6#o@_AmbACG?#Obm}#n%euba zHo(ZQLV~S6+K?RUyOltNc$ANS*(w{NM<$3h1KQXzqnK*ei`*tMtM=TVPANLJ7p*CN zX2!9_jic7O&0$3?OfT~Ns2vk1e-a(Zed#WAS`#pGQF=%T-|l|R$uON#?dWIM%sphy z-W)Zj5)p`7wkwZWWWg3IcNEQWWw`p5UDQpnsaB~xCsC{yx97h?#zYdnku3I_CnQUy zpR+@IU@_k)i8Wesb1P*_VOu9RZm%x0zSFQ=lG0K`-hg+0Du>8l14S$GxE`elky;UZ z`ThdTtOf`(&uIV6Avawqt8o{pDQ~iHYC_h99v}%0!~x(P zSM@AWHN4*La>yQ2Y<E{IJ0y-sWALG>q5tV%n> zQt$Fl*0JWb<#fe8dpwIql6r4t=}2F5t(+@XPS!LNC!B;~Fr-t1XFLXvF2W{0=$j8A zrvuFMoIk29ztv5Snq8tA%Ie({^c5@#9JtK8h>%1O+#@_g&erocj3PPD^cr}Rs$YX1$yC&hfqT}?xjW_STx@rAsEixJ6%;N-km&{wFV z+i#Q^F!>aiiDV~v@d{YIYVrTj;WhW{ZIR@VTo?OShBqdRls3+uHB#>aAA1mA?(evc z;~)vZ_e_h?pb0gEWr+f4mx2yMglv#O`~&GsgTv_N%6ok-;_>~@ZWQgVX!JLG@ZIdD zrU)9g%GNxP$E*`z4>VXOJYXjswbUq&NyD|+wyXSsy@g$f8OMv9u(m+WU8(vxH6%f%VzynD%f-OoVBYo@O$9lF97gV zJ8intMzK#Ar77&jdU;Q)^RdzhC8HPo5YOk*6ofEV*7ZB7!{;lum2Pk|9Yd$-!X-Q0 z>RQD*HXQT#c&w^oLAJc+&K4r`E?m+=+qYW}dfB9|XjrqA4h-sE^chS_2geJ4P zDnU>*AHG{J00!a`dR{(HQ)sf2!xDO3{si|DC(E?;XaYM$j>>ik61agy*3~U^a4-CM zqd|UueZJEK+4p@BmE9~+>k>SccrJa?xwN|{_ZPXK@cXAby1xkmD&@abr+P{+KKhXq z_!EEL`a^KWuls%c49@s99$AS zJQ5}WPeWBsJ{$JbE0`$|K7Mu zdOQ6=vHg^I6k4w|(eW|>2>?2ISm<|a`un9X@4HPgi+@vnK17T6u^!o!eq72HsA!yR z8zX(?jp>RO%=Vo7k+#oenlmPULlL5RSm%n-?VH$W-t+s#pH=0?DpwS(Uhc0;5{G2uD`cWyW?+|r za2UvYv`VU83*OlJFi48fmLR>ZgXu9!UeSzjZaio)9B9G4bw~a_W|?Bj&6m=yvHY8- z>(l9OU7R24HoT?%Hfzh8#pwqwsrGU-cOk) zshOCc`$9r%czbyQQ`>HDUli!d_ku*Ovj8|2T_jk6_Z>uAVGSz_pKtNm$2?~`h&(dT z>||nFpmk3mozZkXwtrGfX3e&erqBJkK*=i5N!JJ`4YfHcNqr6*$(uZ^>%C666tFsz?seW_NjokZVNaZRYi zZBq%lCPbn`5kK#NXQfcP_1lB$UJOpP#NO3b3wM*~b-`f|hSidZC}^I^s)wf<&C z7q;$K-Pb_~bFf7^E@`OW#Cx)jTXqMd`-{ua4r3I>Wy}swl?{E2klKPwi*yZ~Z5>z$ zuFzwE$6`#>`QK!$Ve@{j^3EfW*=wuJM(-_e`NZ3~3CWVRJg8V~9=tdOW(|^q3)(Y( z6B7L}W4uo;3$2SUr!N=gp3TN9G8w3FkgMB)!Pu;u3WuLVMN&RVIUe`Nhl%&?h0ZczVp*vUc0KtyuQ?N&pBqb z>FFD`uG~)pr8)BANO1Q1ZJ1_qzKk0g(-X58h~Mu;7t^wmDSg)Mqi@OT2)fb_4QVzW(>qs_a)8BK;M+!0#n$A7gtle zQcZWiCLn}w0B`@dTa{jXVt@*k`Tcn4C+Eif^nf-z>=)Cm=z?G)jemY2!-($EUV}G; z6;YwFz@8N6VCpg}8XSt~K$4vVx;{gFt;+k*1}g6Iy?$H!Aj)z^@2jn6UbeIe1-*`5 z$DRA(SWw8rQP3tMk9Y%YlYaCQHRDMI2EgbLe#+5X**ZD7qJO~|!vSg?(>I1Zc;G0q zMXYVQ{Pf8u|2fwFi7~2LkeEd-@K3vj|sbzXZ8Ln;^*UDb$?2B{{(~o%p~9+YI?$mXnzr9C-jBUkY3{o zgUtpPVv!q+A1Gf0lkdi|i14svl;@E>zEBPvSN(9qt=*7Q_*q5lDKojudNKfUpuwGe zL(2uh$>tUML^15^c_!te^;OB$4x$0k=4!h!ZDTG>UH` zh`iO(c$H+f&{-)}E>N(%WaZ2hVs`sS3ccmRqINcLwMIkw zo+igup-W0h+++12omoP-7`(m4rm?uoyD}}~+$8VK_|k$zI5l?Q-!fKPPs zM)2c}fdDFxGmZ1BT+&}2cVikrp$eIO{%(_7v`Jl;q*2qJJr9yaHU7UU6~%`O^(U3n|WUdh6ATt zwo^^v6`pjK@M}hMorpXxqSf|=zE70AgM+#}bV@txpaCaH-pGr_Su8Z#jdypMB6Sv< z)0~*5)R@Z+uN%)QhcaK65*K@jHB0WwnCm7${q!f@SSC#G0$n)Je|6{O3%VQCvH8|n zZ73HG8j)|W*e!XJi8Aim=)P^|mN1unsMEAWym~upZ`x^ZQd?@v_h_Li-+>7ZYR3!a z<}z)hQWbQSSTuFzA)#}=uqHoTj@(Wa!PUAeS=tJcPX+2H%B#rU7CD4PPSqaa-22{lFTzvL#Uy-*sR=)FGXPX>*=TFt>QF}kr^mx{MO2C2*=nDs9Q{vIV^F2HP5J|m$ zl+7H?zS&^}XXe!ha;`GTF`hx#cWn9ki}boyCFLRAFbKR=i8OA0*8cZyz(dy5rPm+5 zOleL|5<;Wswz<@s*SMAytmI57#Mm81?TOjIy@NCJ)H1{LaEx#^c0PBXF`(zYklizNeQT=J9AR7nbyMG#`?QA`rIj zTGY1}2_*1}@*qW>2aD`RmmWbs3%U$hbvh>6&Y;GW;vc@iX|Ga~b%==MMCg+BWkf@G z=oUThyOPvb{VX-7u>dZL1r&&tc&_2)e3!`Ttw`}ApY(w#W7jbut$US~Jx?zv z{LgXq4~FMiK$Lec^$mjAyb#Vba=i}cCyBz(jUyhy7DF&4jlUoWPo%hZL1dSrYFZU zjr+m@(5cgauLPAB!|_*&P)#F=XxFVY#!^nF8G+p=qG>Vi{WD+UXw~5_3MfEHkP(SX zfKVKgRKDWPPr?Cp4jlL%RmaeEQ=ojc_2JYdk!!m3sq0kXtO!02N-pH4sZj5jV_PMg zu?$$0B{;VCRFQRj=E-)c(z3(<$&0dQOtq{FbEi=EBA3^UYmG=^eI3h` z!c zR~IwyhmW1eAcNIeBT@1J@_LkfU{{B`A?<$`_;bY|z z-Jln*L97yCV0sJ&YA|r+!0Ii(fP_&geHx9Y$RWLE#4^jL51nd{?h zNay?~#a!%2)pWj`rijQ`L|(`SY{;F?13#pv>xC*M3H6RjturHZMkZ4}$+jecN{uO$ zRUXLu1&{|ykzc&N@8iB5ArkK}sNJY`U4 zaS>*92;UjS&h94ZBe^e6CnH|%LAf1F1k>NtgxxSUXKmcN=Ib*F3oaucgBGcP9*{Jm=8vTJDL-r|Ekb-EzELiLUTK6A+=7CSN`4>};1nc(~7 z;VWuwiOqQv#b*_2{vs6j)oCiJdss#f++>1C5vKum=M|v=;Hq< z(3!Qc-6(Kyz)na58$%@d3}|%)_xLw*I4KJUC0)5(=0^wFAi{m?Kx@j{5<~f5Rv>3) ztJmxbv-AX&mQr7!1c(g2I+zAVuMOiu31hKAoxqk&<<2Ab19aUpuD6?)m$4-`Ds4uQ zdhZmJR@H@zG9tNj;6!X}<`}5`r0g~OM}bkxCW8YMqMS}^Mq&!hq6lEk5F)5c5Y7|= z8`cHZK)l40LSdpT-E*m-U+w$2MQs|I#v8!&`??2Di^gY&$A^^TZ>7WuiFmOjz3toy zbNKwBS;n997vKS`Mx;D@d&G%S!zj`yD`C`=QdX}W?vcPAgg@pcL|XyA%CzspaI@-# zK#vEl9kC$SXd=EUPiVs_Vk@$2AF&KBJt|#qFA@R?4Pk|Mv^w5F`|Q`AY#qD0kyr@u z;?tN%VjIp{lLQ-$XbBB*VtMh*^!rb*Eaz$qr+30!A612=Fb$GS8pHtFW%#2*a8zQ4CyB!N+bH*1Mwp* z@gn@fn3)?T+vq;id}>Zc`;VA}k7_ZdKV+qaHkHc7us&R%^q>;+AoHWkSH%0)(fYm+ ze8uz=!JZ>@yz{wc4J1h!5}o%tLowNvS03(%cWfy0X9wL8*=kk9S?)6=aMbxqgHQgu z;TpW`i#8Zc7e7yg?Bofr085xl5aWp4W`EV}cM$vwU|o~?@W4d@@2(MDyfSAt9v)Sw z1hhk$h;C7z0Lgsa_{1%8vTBhkx$$G8=A-?9%Vh(#`psV2H@eWMAad3|mMqIKCj}*Z zxT+937VGAIPEOa;3Dknhv6llZEHp_`Ur{N;%fPRRJ<^8BUIU*}Xqkn+%e9j^#&nrI zTBxQL@|?>#qw)FP@K*X8p2eu%jc;&C8zH_7)$PCtTu{5}ioyq1j+%nSZxu!_lDP`5 z?swbuHDV7`$SCaxee1#kC^5PX?_0&h3qjK9JagA|zA@U4GZpi^6t^T6MrCTLVv4jg z&LKB|w3%S%_D}tM*n>~V!w0z!6`z$Xwsl#2=|3lX%Jb9zP=|dwp1*WwOPO!_uH9GC z>}lt@*886hbG)Lzq0m7}^N2uf9;#3P9EjUX&e+;}l}twmOfapQic1cTsMVTpW$s*Xc-s$WtkS$T0AbrOlpwA3J6Wdl^UR&H`UNmaIEp_l*dB>HcROncQ)j6X(i7fy2b7{2f78r+cnWGLZLaL>V%@&BBf?!)CJdwT2Dok~W7) zBulN_+{IMSfA?MUv0%4JB%9*}wDR&z!c>*s1T?ni&_LHaAe@I~Pz~4GaK}Ab(`WQ-{$NOK@q)Wxv{ z+2r>D2>^GGBxNhWZtBip05v8EH+o+q^qwVrEw%V%m}^7RipzLiU$2__3#dOW0QkJM2oq8cxKLYL2W4whVZ6arwb!mk9Lwz(j1ro^6WZ>t{P6Lp z$NjXxyD8FIk_cOKtV@vPKD;p&5S@vmtk{V?Y*_r@O%^!fKCZH~(Vv2(=@QP>1y+S@ zH!YJ10H#mN?1AR2V4JoqI_7;qsDNf-bl4m?!?9lpKy_avH1 z6pSG{8J<@_S3#fPKB2CR(t&kSq!*KsbwQ*^J8GvKN6|i}h5fAdRSkn!*gP$k&hNn; zd&+u3*zhu{c6cOLS0Op?84SuVu@p}6vKk6nGNn{?y=-k4?~dP=?bT=fjzbTYj8y1? z^gz3L)xf6k2TBB_BR_()iwN@BVCXenneKp>H5^>dyp!sxkR&5%=QpsXh~U7CQJr9q zNC&DOo~3Lz-s-JTKU3pY!7T63HO{j)r3AJo+0&fIzQ2=H5HyB%WD_CxujtYVkqhB~ zl2sWM8@ zeKc;;LZOJ52!iiy3I>=~1lrZiYEL=Be4 zS1hLeur7hyK(`@8hlfp0j({LAn6_BaVdML^$?p2rW@B12Lw2XMoNB~ImaS>jfTMRX z_(op|K30)M7ZFyVj^l-7{K%F)Q`uaWqjesp5qGUHiPEQIbt~GA^`uE6|*}*YxH5d~rLTAdhiUM9h8!y)^Dx zf^ZxM6dx^!G|ji53=Djl9!y6|8i*^gzW?p1??;zNQ3m+dYV?c2HUqA1M``(!&TV? z@|#xKt3%vk>|xkMfK*t+Ge3~fRCcc~p_l5ndbdsMbIEE9>}CD$DZjt_Z~s=|?T z6;I_jX<89!f(hWu3O-$W`iLM&V}bTHK{mT9o4ST+{$CFuWBFS3PRGJdBm z?9DZ<=+82=HWM}Ie{234a@e}75Yd>$X9rM*;lkiFee(92G<#%hJ7OLNtr!Q6^ELq|aJ9sj>4qyK zd;@_?gGD7GjTvnkwxUUS`i<`IHpERe(Lq$?Y(ZILui`$IFZ}RJaenXQ{Fm~vMolub zJLiO*_zRxDk>f|PS9ftjmFsFZ>j_-NC388r$=a28f zwWSIovpONkyjIABzl)ls!r!g7JX>2A*pS7+B-iC3LLIH?4FXTt8G352Cy(cIC{S3% zqR4Vl;b#E2-0j@%jDG`#&Uw%Z`r3Q0@3$_{MveX?^M+*45RYDePR6vtD7&*yDt6qA zT8#^gh6Y=b7Ekbm>wMdq|8dIp4w4@)aB+88oBp}Y6=^csq)X+RIZwt2ycif?#aiK0 z@g#@!xk|Rn%fLWHt`()BPyFVf@WAFPg#zDi&xW|dK3Gy4`8(`TrrPKu6)6E;7&xAA z+X+6;uT`jL`J}@!+CN&*_ttK;@xar|d4}tyAEub(hm|O;Uw?yOZJ*tlpJ+Cz8BIuC zE|2qSFv_Es=Vnt?FR=m_)8ca}S_3?RiyTllvO|j)@4DPq<^GIr-t(CCfXvlNwPQ}d z0J8)>WhE==U9r?UJ&*y&D+@p(9nygy!azO%)yg_wr{$StI7c(Lz#DvWo5XoUF|0Lr zfZQEQ!kQ+C%u2FbU>O8a*jECohPlCH{8nyW=EiZ6a3l>6u|38&$sgiR zu94)66!MJDuxVC!g3Yb$&b>}|jtB*;1@ zVimX)>hvwe?fTj2C!Y;W`sn=bCfmJEla3GR{~vqr9oN*du8&g$1OcUYl+ddXI)ZNL z2}KAU1f>KB5Rj^Xh)9uMLJv(K0Ya7D1eGGvB@mDMu#__<-!}uPeJ{CB$$JXtKbHPs$HfldMJrlz8+>m zyuUI`E>?O$wCxR`+|GzQ1$LGly_6tHzs#pZX%MeLz!^MRYCQBf_m%Yn zo9xM(SG6=lm=zq{`Mf?y@i0@o%02lY_WF|(_?KLFue;`(#|Vg@f200NdGKxDkZhPPCFI%ID?Pn@e2mqH_Vpj%NtiGW2Re^be=kko)Vb8FI5oB zze=ehOPN!+_cA==+&thM2SIHEHh9b7jNKcU718C%HA@-047Dt^>KH|Zwc@qwnsaBk zv=e%)G=sqW;sj})bf>)}%KV(#n*g5@%p|B#;MNLC(201`LVEl2B^P(F?bt1^&{F z!_YM|r4ZEYU^<|AA=3fyl(^pYkxTJLpECO|y3DBSJ5MC`-<@u1rqF{b%FRiZfImOt zk8wQ-%te^(jYmP`ZT^kV-dW@5y~77+t($cS%s8DnIVPRbyFYEAh9! zCWZy8zw<)01*vC;@VQA_VW#EFwu&oy#>%KeZbVKE#hIK#hUxg-Q+aVixoUbFBTmj(GHP#C($({p4LVfjt>DB z)+$;KH01Bg{fzo8=y+$Jq=hCoIscQAc#Vrkmk(#dL<;756`bd z#gjf0?FxI{t4<>j!lWz4H}Ok{tC0y&vIzydrgj%C{Ye6nCj=TrqZ!AGL(KG#Uo~BZ z3W7-l!GFBV+BdeopBD1U9g&9rEn+$uc{~~24`Mp$KiX#P|Dlzoytdsv7)y-k{)wTxLEM8y}RcyC;4qKk#WZ#0(^t4HCE{^dZ)B?m?uqz@OInio&pY@=jQG2zo{66rXQ32cYAHRUYs4 zYwsAdPM@xqU9no`l)1ST!}f~#OHGt@O7g+cS?c@uCo{GyJjqXsf~-#1t1M`?4&B8R zKY>PkNJ08J=>u#sylT6y$n&(9v~Rk6KqQWTJjHo*&q;>b3RKaZgu}y%_c@G6wcTj4 zRF(G4{?B8L!MSt0%U{-~+Q;zug(U>!6E3}Yx9@q!`_1*&w*nd;D|{5+!JeAktfQr;*l7_H4j*a! zoaUHFE?B*-`!P zm*eY9g%_5%_XvrnNAJSx`}n~sp+IM!VgzRps3R8EWi z8wFwN@Wh5w1zLy?xYjQ+neOHb=uAAZ;UJMQNljc285v@0!IfU6>Wg0CF7ahW{8Rfeh z(Ma~@bX=Sbxlt@8@_Gbm+jY@>Ta*|j#P-as?|g@Xa_%GhFKu7c1F^N7yRW|ADOV3Z zaA^Ker*sLf)QTk2G?a~=O}iHE6{>Qp|8wXkJb@b8Non)Rs(GCM4O#r9jg_nWu+0xI zj`LDWlDjF=5RuF>J^(Dep|7RXz)4np;q3KZKjZwFDUK=GNVJnhk8p90jvp(Ey-egD z|3ia@LTTQbL88O#Dh`=3oKs&%-zSZ7`3}!7OI`kLuV3Kbp2OZ}24*g_IixO}t#3|r zf|uzuDtH(tJ_X5+s%zl4Qr^ZgP%X$VGtJ984=i}(dk&=Q#?J#p?Q~L@ZB!8=Hx3I- z@%uF!ey^dTw_LK}m{g~M#96Tz&QofBUN|HAjy{br#a6|?sIaY9#i)Oa%)g2aTah8P z9p6B{tn_&0gqicHiR4EiMJ;!*l3eHyNB#A6#shWdF%GVJyD~?GXctZVOzgSD9v!}K zi<_F0rK?agki1mi8+fj|UJ8(r7n8V~r55s>WAI1F_+&o1m?B>9N+1e54t^%e8@Hfs3L{{dzgV_>XIA zXy!2nNLkx6Zq|RgEh=iBgK4sg44_pHEj8F2=vOL$#`aNc|F`>ff^Wm(b)v|T0v(Sr zR2dVM4yu@rPgBKx8)6pvu+kB4aRv4wO+tZ>YTepn7DKbX!i zuijUJrDt3ByVM3g#$rCXKgy+a|DiXWC!|Tv*MjJ!({_@&ePTpXvmNaf~H?f06#idl?RYK|>Q+*cotF)jt{TH4RqBybjhwS-<=M8BRk zLnWmeCZWRnsy$o$l^krnm)IUuDBv0l;SPD5{9;NMYtzwv?v5|)mpNVK(^ls1JgyR> z3H)6d(Q{L^xP_NqTF;EHpz2AR^@6F>dYnK8TVOD~?_y?uHbN5t1`hJlr00)_idif# zB^CLop3>iaE0iTVUbUc6Dl_TT@Oc?)DbI%uA932}Nx{{`(LSk^A#?bBSrfB8(k<5) zM;F3(vJZ&Vl3XN#(S0F`V0jAN(2>?#wAlI7h=x+i=oBXrEjL@|>6;-vQ*tIGVMs5* zGSO#FQhQYn;^V052(i7BQVvW-y>ijJHq1;M7J)P7T_@al6zaYbJgSX7IivYXKY49q z-3hv>+`WwxmJxhZm4gj;HB4dEPmHT&eqo2&69V$eB@0C1YC?Kijd{gBuqi3cD+ljL<4850{g_hul&zb(?D1Ps+k3JIxy2># zFb^${85}DhZ=l{DT-b}|Gxp6a$Qr5}l25y~Nu|TW>DtfbqA1f}HZxXDmr5Fw2x1_! zF_=hI8e3B+^>Bwt%5XQpSuWNrXY=3Fth0f}5(Z&^*i-!4KEq&n{lV(qZ5-)XTb@E9(Mbthp9eVOh+a~Plwn$@TDe2QZ=eI6&Q#zv1Ko9 z9ngeJ@E}r+i;5EV4Is}W9?ehOng{W)%-?zNWT@!}a6gJo=pXV3Hn;zTo{%lei@IY8 zP0d6Roo{gNTlpOE~~pBLJH&&T2c=Io%xsc(lUf}@fNzH8Z~D=zXJ?~2H2C0q$a-0{+k3OE_8nHES@xv!@cr`bKwQcn zUqB46U48m!b_beq=eV$k2RarR*!oYUpKU<|lW@NqZn6hv_OqB0Pe0?Y1PnPMmkf-T zKa?E`Uo^%3A~R`~$<~jjVlt~=bDEk-e%$HMdwK-d*diPlIhZ09PgOToNcuO5PrrbO zWRQ0+cvd_LT1JaIO3QU8a3=G{vR-m1^`1U%24kJ}GAFu&KB9Yz~nttDX^q%V7M{+1{9?)3H%mZ#fL!E%+**_Py5Sc$WR~ z`)ll_<})TRebmtU=L>PSSmfr-F~i0B`I5Z(`beqhM<^sc2*?c>6wMy;X`r2~(5qhe zCaW$ejZ&gygslzY$82c5J)65|;Q^T?rh8`imiZ!UNXp4kt+$bPbZuHYWspseoL8GG zGw$%@snDeH!o!9m0hc*R(Y8VSa)YPWp?EUCAdlHp%ifDPp{st$AqR{npjWKN$hWhd7AcgOSwqO-4^y_KQX78v=*Q7i zd6HtHC+wF7b4~@v;WbBqMgy#N({Xw6t8WcY`c_I?XW0?nt%F zRD39lA{eY40a7-Kb?t6|3nK6Y--I=FY_~+Jaf(TS=jbnl89(P#-AW z;bPR5|Fx0a=A45FRYPp>^q0B4Zipk-bCuh~2aKn{+eX zSt~=e$V@q!A(Nn_)N-Vu$>M{Ai!x67Y0jV$b!Sio<$OnU6fHoa=}0rg28k^N?`oeD zOR5RIZ>h?6y6Qb?>xQ(OBx84o8W3^~&@??vu7op`GMgNbd8MTAP!-%@uveAlnz{~uNUDkuTOY_>Ry0)S*9jf8kPDc9qvO$or-yR;nj>2WeMSHDf*+Tp$VrwKVZXOv|GX(OM%jWUHJfoFq9;BDlbZO22$s z`brS_X{}38_|p#YLh7OLLJ4a~JORlsM?U92`mz(o;6xRx%m;dk`g|suS3!lm_pd?H zBlMxH>iy)BPg#w(hwo`t;~9+^8XX_UCMKona44fWgB_kIOb49dfS8D`BtHnH+}5tH z9_)UZrGrE9c+AS%Qr>5R@-a^`CI({ejGvy@BOIXtWc_Dk+3*@o+CiDhJP zkGYSr#eiE~ixE!cTwS2idCYx1cW%}f_F!c_EX3Y)F1x~%x>6q02xD-flkE&KqzLeF zz5(d9DUS&2OFj8Pr}dt)r(|@D9BNec7ESh)YT(e=K{@2{=S{7Bvoo%mOo#d_<|94* zi8v>3p=#C&NXmgu1gmYVJ*ukBTv8vA8YX0Ae?sG7pO-IFy|c`A>eErKwNAt4f)VRO z+$n6AyC^Nw>-4!;r#enjQ}{Xdu2sF8x7nokb^vS1>IF}H2>Fy0`wJIa7e^*bA2q2pWHAkT4NCYUCQE zF8n46=tt)=YMucJYwzLFxeJ$xIB9-z+YqK){d`0tBh6k}*Qy-UWd|ve2?e=~R{Rrj zumher*g_Le9K0O`!xIPl>2n*hmHmS3IUB><4qZ+$MLQZ$ArOHtp7(_*C0xz49O-SO zXffx-ma%${SXd6n-)G=WwKB^L=E)Wv;cC_!%%E>63yNuF$5 zxO~v-=eQt@T0PN|==)5F`^Dl_PrWSYOHwM_C%j%$vQ>l)c<3#g=S6yWv$Sf4&I4EK=w7)kdk+_X}F~3Yrh$XvG?Y;aqx(uMLc+gsMQD z&n|f_lX-Iziop07vGRBtP>bc#d=T{Q{vZzR6d5Ts%r|ej#mOJBN%ce51Z3xvz*4>U zVq~Ipi?z_Ysal9Bv&w50V&ZQ^SsB5X5m6*Gwn3XBS`+e7+=6`-=bT&L0A%ckauuhc z!9d;uI~Tq6TmJOuLhHb{nlEM!Wtrx(50}Guee7D7Gm?Gj8zk6_b>Fa}z&mhr{F6!A zs?fI6sTPFlR(sg3ssP1S z2=fcwwCq-{P4&Wx{S%9C8BIcB57;o22XPBg$;~Z72FyfSX=tKHpau)Y75Y8e&Uu9l z5dx5N>fHT(gT}7$FG330u^oMbMB;2p>$EKwaYf2?LN1W?)3xcWw*4^Lr|Bue{k!Rm za<mvq}eczt6k;RN|&u#WM5{NRKG9!erYu6)DOK9aX5Tby{&Z?8I)z`T4-2c#T2XS zyu*^Xh%NAn5mN0MS+6iarDI64^QDDVt1Rs8?{vfuIbUkxo;Uq6LizZ7UD+xC4SwVS zW2k>)`W_0ori|i3Ts5Q0b`C?c(7d+do8s9U#1i)DSEZT+3NrZhD@dz99`QbI^RybLuCf`|YUQ1cITxNW`i3E_cIBFHYA7@i5Hy@u5CyC(VG3(lt1QI^5 zv%s%IO}X-wfHUY&fmCZx*@{WjND@3y(udX;bwV*ZCFUs>;AEVu(p~0xLBJ1e@OFa? zpQ0Bz)-i$nBYvS5cy@Ol%S{!I*u2PBxjhLnEa1>0SAGcWm)zxm>>Anv| z#1>D~FF9d2FbP*(ksAvBc8_@L)?+clFd@kBz08hLdo;hRj~w%zP(s=mRzo2}$LiuM zhKn`hyyI>%A)-tEhOo=LJovYYH00NRXq7gosCGq!c+ zE1ud*Ppf*3Io!fMrj|u8{?n`5r1RJnx}3gbm9GS;Y&~Z=m@dpH6wW={3bkwMx8XgY zjR08k*&2Ylq)j)Sg;;&-SW*Rd64qB*t}V)gWh0ye$SRQ! z;%0>un5qejKyE+H2PtpzG9C0pr{D_2I3Rn8R~k|J0$aA{s@Jr6M{+ULa)>_g zDF)iCc1oIv`8%yC8OclwT1|rWF*QrHg>Dc9*r-jPU{N9+$$Y^WGFY0X4u#a=t*4~y z)bRi5>Hn1|Wv*rIv!Y}Zk6WMz#yTyOFBwvnnmNQ61ugn%X+c*?Q2qY!@$-TN<_|w!$j&v)|15*4!?qf^1;Yo(^@E}?X20LvT zRD(LaW{;e_Px?BH8&q2TkXxxCJgKz2FGH_+$|!@2URYgwSIC=32OM`G>AR>?i&U>I zigI!X=n8&Fj(viy{q0PUog_C&xUK<5Tm0qI(C`5`6vqho$^KMFQQ`uz|WNt{byE5PX{L`EQ+DK`1M+^c?S1zAs z5dOw}e!zwuyQf!Z!`nq(*E@vgKIbIAQWRb(sZ?0;yE$AM!OwFzK7ya;aO8J?p2OX{ z{ZLXw~PEcvOg0c zZpObUM&Y?xJuM-{Yj?2!#OBRXDjnN_XY(E~7B(K1oD3q(CFNcb^2HO8--uVW2RUO8 z68*2d_(~8q*r0W!36e`6o8mfBmt=lFMgE_Jm(o_G>*jD(gsl<9+BZVi&HK7GsVDkT zay<)8^+vp^x0>?J#d$U^^F&#vr^h?}MO%Cymq zPa|s?jYUp|VP4&KG0^NPb>7T8b$3*py$|z72U+V;gCKR=lX_l!!DX682-lPan+TXR zxHnQ9yu4m8thd}s)$>jn<>^Kauf4oz^8_y3#Y8W3A-L{TWT9$|zr z%4=aIE^np^JC~u$=tmzt#xBc{t(wf)26hK>U(#!382sa5FNAaJah%>o`M~*B$*YNr z0GtrzD$6eqF+gFrQNHI`5SSA(Zn0*dZlBCzjf6hjO|7~AFZfKoQzjMA7yBOQm$7nt z!06YisYe9#76G*O${>-Xwkz}xqU2tbwgb8QcVdg`~A2r@C>pvxUZ@ohmU5 z_2Vzv5fh^|&M>&DGuDOM!0Z!E0;e2H%Nyy zVUZ;M1+?j-Aq}VldQe2OdQzP^VP3g-wOei2D(;R!aUFv~t!0T8a#L)jXb|=+Ew)OD z7+z=ZDpkXH62ODdJP=uEcYD40lSjvfUMOG{evNT@pfkThC&5u#9rGfxgoe&m=)yBt ze6RshmQ8U(Mwqr!?$s@nr;9nm6uLqzNwB-Ht>j7$*g_M_RypaN!sbp{rfQXPB8kgh zZC#qh_96UZwk~}C>GL>~G5ODDs%v2)kMwiwl6ND-YCvW*uS`?qIEjpM?69H~AZ%IZ z^B@LY%nB_64)*R0K$kgP#yBaSVi4%tJwsVF+`TW{SmY)f&t^3$=V1WwR#zFC?UP~@ z#DS6>Shu_Rz-Bz*;kzuc6?~)9I5%unER={%nxbq_uLx@((PnYFZUIgQ_EfirfiQgP z8u!9mvU78P8fJ+}qijs3n*_XtZFyG`i}R)V&K8f@7@G-P=>k{!=Ee35YGs=yIMhW; zaCd}lTOsp{gMBs>+AR3|L-#*R6Zmpp36AI z(vhhB#1H(Wh4!UsKF$Az+b)sI8GfH}Qhg1ZC{?Gf>Z~Zk$p5hNFrOkySg^a-C2H08 zY)Jvz?!HvaX&r-VYz@eL*z9nYa*9#ye#Q04BaiU0i<{ub+rp>%e>qkX{OXAN&pVbW zO+-VJSf{(;(kk8GD9e2oZA!}dO2}(^;dNOc1Z_PCq=?^r^;XnI+SpG|XM~oQGxUnG zWZ=fp2aL9rc5Dx=eCv(76Jru+%4!A4B4{|o#V|bw7nf61* z_^$Xaes}EShk^gu3a+1bZss?|WmvteDli!{M`?w5nB}m9s9VG!=`yd#CF=W`?#b=l z_x$NuotmEyTW(PK3gT*U5!$dLLI3Hw>~dE;L`O*35cS%)6w3_?D7`oosGmy_S)(z` zKX#(#jLbEKo!RT};L?QSL~v`mJnE)7Q^e*+ z_YzQOUHGgX^N#Y4x!OZa_2VSRS%R)5lm%tYyuLR$HJM+u=si-wR-Ds(FT)on1`RPeUp<-@(L%)Q}pFXk!-uH2>%MOMpk4h*7KT$>jf@&nHCSGU0I7>n4Z>C zdnECtqvmQzl5+AFzo7TM`1ir@5sOYkmg|lL@8olr=NRGXpz-SCjqg14~*?lK^ z0S_8-NiLogur+_Ao?51(v2{Al@?IC0y=gtPHklRO>1wwY;Wk{tIG_70a&qIfbvNAE zT)L(%PkL2`22=Xw<4=SY1^-;*HGE^Z)-Gnt%wUmfpokB(v|qhsu- zX!g=uGk&Hu$Zw?XqFDEwHW?PLTIXhLc5-`XbsSZ0$<_aXdFa(0iX1-+lg@h2 zO2_qKJ98@iVlO~(hw96o*!M`gb0fpCB!5J*Np4rmhVp}7%KKDLB3_mNtZRAO zB;kcGGcjbY{ME{A8{<(4o=*18_17T+J8+z)P{xWvUhi z5wz}CP^CVeDcM)XE&Ek`AKjhUt!zi6(-i|bV-Kw#RO%LMm&lD}gMg539#y=*-rHBE z?oG*^{-~5oIs?l#)HMXvwfsiY}zo zNvA%*QhKcx?86Z04SC=(X{nfDoC1l52D6m#(CWye?0r!hHDRwMToP-&CxI5O#voUc z5vRENVH5hbexqF)cU=_C769sWK?B_q${OEvS^3>!_f=0AZ0Ci(=rR~L06J0 zP4h|X&bpzd8dSe%LIUd`RcOS9NMKQ0UQdsQ$0T6SN@Hy`?4Y%uTV>dA<3kzkRj<*& z`gU281nc#e#4f*%>eM;=(;D+yTN!k}5r)8)#r{HTR+1KLk%?hZO~g$X1yA}0J~-Di z6AoMxMu@u;$2t_mZ$r*wLD|<==N`HAuqxQ1QM91QSF&g@)O9M_$h!k)Et3wf8^!>Y zjaLQvqjKKT1SAqxC><~2xfdBMldG@bGEv5|C(>o}T=x2-ZP&6yel`HNg%jj7EkG&k z&f`Z`cYh<;zc!#W9E zy;HqLAD8S#ClYyA&IY{pT48tZWKF8&4DVNWsOcMY2>I<=PUr^ zu#kRvxkUj&Yl4%qC~!zs*!kM~6X(~Y&izJShExNFMne{fvhnvAoUEtb2!?VM(aqYc zWEZU^uNu7o;_Tay7!R*zFtJoG(aM(x#<+D?^nnqekdCl)^YB5~iUJDtaA#ATo$U26 zplGw&OSQy!&ASlx5w3d*QhYk2JVWOK5+SJ+V#Q$u^WL|w%psS~4vvycw>;kK_qa=t;bvvRvmQnW z#=yu^8RsuuAHQBkI~?0_&~s@ocE5~a=HNrZD*|b9eskfL{Z;NK3PYA}XF;3R+%sHt@wYdUfg#=}#isdzGqX!o@4aqW+VImUo9ou*jWCJiv4A&zr#jxreXd3x%kDtMFgTsl=hU9 zc63XQ@BcCu$5Igx1pX1@h@|8{1uFhoWTLv82b|*kx6kiaNKl;DGgLDbQ-`@gb*y4f+<8L}Ygf-3)*et-TVFiE$vH0%Zzw)$5}%?9^?}(!zeP)4yhw2#0`+wB z_OOL|e$PeimY0Tsm$eu4`!8$p?_VmHze#9ojsL{oaq;4L(ZA#llulA1b@x9thJ%84qlGuB&5XgV8L9x@HIWJ?t;%;6>95d2mO|rratEmw)Qe(hX=;>H5Xy`QQBUI~)^5I} zbQ+A{rm)oluw<{d3@qTjdy;wg~`CQO){2EJOksW>cMn&}F5%qE< zJ=J7MmiwdIG3gK8N7P;?*Ve`u1C$oepSgLNBf8$_ER14b7Vmm!oko7rzJY9vO?HcDUT-n6U4Ah33K+=GW?c|iWVPg0MyUF| zEv;ukv{pE2x{_FU&qa^QUn|7Dwep2BB|$2VAj^%1G*`6(@d0Lzzz8fOgTcuF;0l`- zNbr=<)iNWRT^7zkUs6`j@qLNMA^f6gbNdA;pGkz9g%{56P~J88rP zw4>jksw^#(8Z6W?j;$o#?j9-A$#hZPMlJ?}M0$;e8+k^f4v?#lVdV4XxNo zY^Vjv<-U$DxYnJWj1N9)v8^30pL1q<37s$oPT7gfSx-sIO$iu*LlT`$9JR-I&KsEV z)XWUHHW?-}O{iFrE!L zJ-Zu?WVFM_mdJ9X(X+CSruxMtQmM|87DX3>-HReCE?$vCY(n&F8WT)ECivZ-F=lFi z&!&Ya9C@icr2;ZY#*p)hI`N=+Z(h(*S5;e=1W@xnKF;pgK;lZH1(jnsx@q~0%%CXb zlzUHK5}F*)n4aEf12}J55vThUVWKNg+qh+5Ft)|dQU-Fb?>+GFK*ax%K#6Gu4y+#(`=P3)V{;H=*E zy?D-D^z849gZoFSZ-(Z==p8ry4r<=~#iQ=#SUWsF5>HFQ*!>3k7e57c)ZG55Rj9`O zNc;hdTuR*kf%bo(;XC*Lv$TI2u>M=kvzpa9UBB@9*s=kjW+7F^%2yMN<3OXZXjF`2 zQ#lM!xwlX0sX*n%JlDfBvBVcgP^1fjd}%VY6I2D^>^szWg@Fg-G&F#fHSUJhJy2V+ zh-u_))7s2dHemw<+c?JG_5*&4Nr>i-c66`#l0QfNNux6M%b3fkVQRFgO^&u>{IE#t z5HEPAp`^~<`9k&(B3ExsH|P?ba5sYD93$5r7am$1sfLP>p;;ermwuHiw8+cO}^m08r~N^ zl7GQxrW1an#BM?UP7bdHKTFQ=BDGGTLMf;>BJ7p2V69C6sn%sn7i2T*l?ikzjB{Rh z`zt|+cS8Gh$B$sC353uMrxE)VIw$Zf|87{Vz?<5`Ern9_Sy*au=S!7q*XLqyZ}k9d zdk#vKDv}nun47n~MLCDo=tTq>vkZ_J$QgBelO{9n4H*9f?20wZSAuuKG>&8!+UQ$^ zCBpMAg}-M|FcRc@ENI=LV*dO^o=&Z8ex-WiUS~sGjo0Oz8Z`$=dDU5~oEy#Bhe%B1 zZg3dCW)l~Lw(3c#nVQF=lP3aGu!|SczObgQseL7QqvSXl+q^_~i5vwVOYt_KS#@P? z;eH(?D9uUY)L}Ax<(|V=f~QZXHC`n>HW&R$;J#0_e`EZrjqQSr(^v|VC*A5VeOd|O zxs|3jDLb|>k;M;E;&|cvvWw3f*UGg$L>II6mIL>6KZ?plu}GfNO8TIx9zdI-D@xr^ z&@aS;a8(BxJ%1kM9re)R&_q(2%%QifvRH08pN>i=$cR5zGnFPKjh9Y6Y4Z#u8yw#4 z>NauijjElhow{#Rs7=1Phv$36m{pg#rhN&%;Yle8d9_rel}mKrW@*`#(h3lnE%4!* zZ>UMbFDoW2&mIp z6opEPvZ#5Z0!uUU5241xXU||YN1Syngo#AlXsJtAvS^qcH^@6LbhXKk^6{-Acy3H_ z;#Y!Po(MaKm*%^dN=@pqLXNlz2ELjeFnIM->?w(9CA&mdzM^)qaef=gCdMphAFD2? z+wgJ50PLgURKg;0m>z2^ZpUEhjljor{83~7{kSP9-XM4l)jf3f!H6I#-}||)!SVZqf=?(|dPr3BECm^6% z_|KvPTW7YO{J~Tuq~VF~R80Mil?MAVf4cO^4;Pw z4lEAxgVV_2;(Wlk`Ch&7ZUW0>P1~!2a1wRAeVviVeY$)M)K&U=LjB_($CYCu5q)BK z{DbAlG)bOn-C#KW@y$-Z=W_!x^?#ZEAEtl9q`2YB{+w>DgW+tx*>7WJuOcMyz3eB@NBhKKuglQ`3JUTlFOO+b_Z2q$e~xmiM^sBD>$fIQQ*} zy9OOaN`m>`k%qWjG0|!z`zWk(429_Wjv(K)-LsZQf{-noQn**3H2LNB;30YlUZ*kp znV@vCZ&z_PAm@zCk<^U-b^%`r;^7G&4}TFpK6zXflI-!bfs1V4ub}8Z%9hwo^5u5G z?(NGKk;M#TB{i8!T17%gOqnL)ON~@$Ls+^D7Uq(oo&^co|ROHKVB^+z~w4)2%FdUL2`_&(MBN??%v>iD~GJK|%& zUd=7H)ArZS=c7K)UU^d;Fyc*?_2F<`c3MMkdFF<}`fuz@PKqm1Wl=vK5zR-{fznK+cl^$%)(G z{wNbWOsDW!=k~?ezkx~qKQQ_9?_i=66PXK2>yWYTH+Wlw#k$-Z1%iq`B1D}ogYtFPy77Fx%4 z)=78nM6JKi$*VqU0>2!atJx;L{apUm!l=rf{)^NSnK2+oSnmjCSjFqFQTc)e z;azrVaCE^Y3RhAioxrL+X!Xp_KRoDE%g@a)vkkXa^Tkr~bPqC=f#T3~3)BM3u-tG3 ze2~`nw2Y87V`yQEpZwmylYiG4{_PH@uSkiS4T}#($_-;Ph!r-=$AQ7iKD<*O&+Kg; z_1%}4J4ZNaN)xW#Ci_ZIm;0aZa2&n?Oc}Xo?EDg0!OGyL#>&AvxE;cvcv(*T@n`k?^9c7hhkOd~u4I8;0f5(7>gC(ADtEyVUyLjhcEE!+y{xTJF-a4ri(y%Rm=CViOe_rsy^Oju&!I^aW%EEg zi1gH%JOih`u2`%&tOg4;I|(uke|&Qd!1eL3MfwBr^Sp{)SYJ|b3CmZDoyhWCF$SqP zf-J%M+4BH^q@)C5s1+f=eCX{VN*;-%h+P+L*l3ufZ`G}@fj@gbX!-(HnSc>&WMR1) zJExXAx0mSh#G6{Vra2F!ggyI{V4rJO=(JU0vZ7l6aoONT#QBAQ3U!fYGQ^IaGw7A2oWnUWK#BY1j;CGZsew?a=RnjKPIqh_~H9Wuhm0;zpY|8Daj=-%Yx1~X^ z`#)|-Si64u+eNpU13!25FK@^Vi08I$Em%ip^taCRFY`cVEL{2Dis}Os&$D9J5ykIr zphmAEX8N@Y5bvcB({RHCS77~D0*TjpOx9CV0B(-N;qDxVdHHd9U32$reS;O;iaJLZ zl{LnYs2%66mb5(NY$UyXBf2m8dF*Iqy4&=+1PK2;fe&L84ixi8`K6IX??+Ltr*tD< zS6`dYLcR?vwOL*n>|e@}l{ovQ(c-h`G}mvhkNYNmbtisriGho5BA*+>@mt^Z%=Tul zp8jzM_eeVxnnQ37&Phi#O6}F?#^$u8Ntsw)hn?n&SP`>Jk}c2Et%@%9k6dX`R4Uo; zK0-|7Nlj17c@_h{!Q4@1>r*$9&<5E`%e^7S0G+}55ry4j+mJFkJ-<2|acNTyI3b9& zI*V2HYp#)T=rZE-$klYRg(>$9H(M$c>$6gJt7>>$KwCt%7rty}R7$)$7d>lnqj~U= z=Ub}EdJ(6*CclGgx2I!QOh0SqP)Z*4I1=yM6+rEu?t|ol35V0Oy;)B=dKj$3c{%(> zxxw^cX%GytudfZS$%f7_+#zM3H;on zTVeOSzQv8z2lN(5$m&R>SDME{W%%uai?fbf7!PUGW^!pu#hdzRAAR#tAV8Sm`P<`u zQKFn6Z=C&ivj6ef{h?Oz?as*k#+&g=44-TK;dL3;_&p7rceG3_>P-S#hgl!yy`D`i5-25@4c!6y;d*xSRiwWpGtOT%b-v*0yo7f*@Nz>GwSNN25>8RKqz({K)&Fqcl|Bt=*j%sq-)`vj_ zEEGXNLsLqC(3BEDngSt^Kq!IGLFo{B7Zg!JdNCpNCXhf9dPfwM-jNazX$pcuC>Fqi zf?xJM+r9VQ=iK|-=iKwV;~V4q@(+w;jk(sE^LFcjEMW$qzVpc8wa1B!U(0T zDL>3E_~?x*3*LMHY)Sa6nl<;&tjK?Cd(k!1CJotzc^QA`zPo|K{ZIGiz1~&TZy@#d zT^@xWxvG%-eY3DrY!An2bMugZ8*i*qS}3087ryu?w@t{H79H}RzdA$wI9A2JZ zV;)gr^%Z@mM+>TXD*5=srvsTuLEC?q7EbvyrfK#Ym(ZJK|gF zauxIS4fCiyA^1X?x-abTpIYs?Yp)ZK3GHGwJGt$fJ3yS|n~~@AA*hln!hfqcG1Gj_G4_k3-pIS?HMfCsc!T#H3Ey{{W$#T6k zuA~#^kTIj#RV_6hjn$*zb&=^0r)U`H&3bv+iNL?9UpUvSL9=)u*_OI3-V*;}W=s0K zYp_`kOK0n@)EdXpgRbf3)6<9X_20KF7PAk^Anls45C#=pOgGventEK7g~svj#v1#u z+ftw<^S&^s>-Epsb5_6F>M|{@(XZwL{Aw#&exzSD5c8|iY59@1|27uEUyV+G;fUI= zc6a@o(f^SkCec013j;wQD{O|1*mIeTyDczj7a*9C1th;ICyY!=oUDj+UwiPkelc;q z;c8=_l=Dbg1sLm`rF+q!qv<9NB_aZKks&kViI{h7)dA;g7#E7Z+o^sK+b?6vXt1$K zEs@ZXJUb{Xq3)2gsZk6G5l-Xw>X$WohrEa6J^yH2d-P05YV3Qwp4kj1y4>VOqc2I$ zLIyqz9l(Z|_7K7o$Ap_bW*ctswOcaGiS%%Wvgw5+b-g=}mP~@10QYO3R9D>0{MIeL zdEIhYadPf(tizY!jT5NuZJVj>A{AMcE&|r4qWy*ZS-;KoNq;EhilbiiBe&=ak9qbK zI>!z9fsKh-W$nb?YEiA{GG>{aV+F0dRg1Kg2MDHsoeG_n*c%cz`K3&RPp#CAR0c zisc{h7@KQ6J;Uc@pI!XO3V)_%7Ri+ea<4GXhE3O_KGZcJOH}fC1|jnSoR4 z-+G3XPwA4{)0qYGE{YH*#T4svUchHy_I0SL*H7MYmJ?KmE#`gNLru#TsTqQJ$72m& zt0=_T$aB~Gm&Kf#GzFhQ;;`lTxHcix@QTBOetvDDr^k-v3(C!QC!8}>x=#rioPmf; zBI>lSZ{T=*gEC%&#h-;Gm!6BV>dCp$tFZP(G&QMcboSQJQ51S+3C!MXIRm077__95 zJi&IIwHZYsu{PUEhknp4etpH4;+u;$Audw&H3}2#ok?^Bo$-mqv#70cJ@PmPcD&E80v46JTaFYq)SUtKj6)%C z>!E#(@yS|%Ww4Yi8=FIpBqy2yG!vnoxH0W|q6^|0Dt`(3<`=h2sJ#4x1Sy-_HH@Ij z;%4jnBO&;VkmJ~PgQRAjwp~8OWL3!izyrEh${y^~?G*FZ1_92lJB#GGOgkmck0IqE zmHO&bu#ak?N7jbyg2yw$_omS$v!)te$RhjPxSP5wB+_BJkLIn^TCHJBIdL4(L88?s zN>oIbJ>-&ICV=j_!k>E$UU!A+IBMb(Cmn>3zuI8AyDnx`Y$66Fk_9^h;A7Iy`Q4}V z>xPG&tgCd^B&fCQ_Fa&}EISE=-b#;4(4hW=YsHUH`E@paqdve3jl0Z!eY*zZ5SMjH z%$96a51Zaog$Sk5n&{Zo2BMsJfkE5|K(rvIa?Hn!Nga?4wGDmmj>9*e3Ci z%AvBskTP9YlZgdWxswLD!@NGW6)@GZP`s|sc(eQdvND9q^>xccAZ!CNi$KM%rnbcE zdDnX%Lvli~La=Phxa##5Ry%wWZ;XPkJiYmQ&LiUzb+VA-o(V}GcggGpU?4?3P`$b& z*i+&SGUU10$?=%Qd8Vz@!6ghToCoZ{z{=USL(;Pk87gcqMHf%_Gk_BeC^}up zvuP+_C-Lt^y}9~65^vj1!}Th1*=>T8n79INGbU?|R;k93#1bUIIW{Qk5-fMwn`Q~g zgfLb>!A|x}{{{{Jv5cPQe#Hz(u7#!>ake9@yqu09ngMS!^pes%N@j{gT*!_5gSO2F z8x_}MZ85PmNePB$3F@#M;m(yu29V{#oD{bKreiTlWI41P z-eDl&3aLN9?5$2PSefsJgO9HiGvRuK6N^F>FmlwkIrRIh{F3xivC5V38H5h8nI{vJrTcZuu!KGs7 zW5#5YXo;Oyk83m~hH?5r1|$}cNCK#lXTpW6uTh^O&zYp8Jol|Sfn$MHQ ztu;wvFB9J6eC;7D1eA8YS?GbDPO4DJI1?LNGt89$K7`xUDCqv=CC{)VB(IuXSQ02t z`>4_?A9Zs}Kb=0zIW=ZeY3!zo)K_JIT`i@BsM_zP@Iv#8Z?4$h3Y$@DjppZQ)4AUt zeuL+6hVukac?IS_;^iU@)w9I{K}Xh#ju2?sL~Ap@YZI>K0k3q1+jZ7?Oj|HtMSH~n z!KP)GyU_Q7MNT=pTRY`SV=5b|*%ejc<#Mv4#jlbDx;xVO#7DRrSqZ=Zf~J`mWjx;s zlY@oolG;R^VYQ;&jz>61TJl=im!5;hB&@H{wj|tM$)qqDIPdxVxwV*bjI~ddY8X+jS8BqN6^-GL>yC| zztH#sT@?QNr5L`r2kBovUR_EcL|Rvi!7FuC+x0e>B#Oib)W$5U{66jG5Lw%@|$g~s;XJbo>vV<#i{4AjnsgG#w*x( z6H0dJg!Le>pj$NL>TX=hCdYNA_YJ-!19wuKTfvruJ%fuv3fUVE1skMcnrcl`&<|KI z3qMM=Nfxt64&+9}?Hb7z9gp&fHFys4La8`Oy4j6`t4^V%VSOER7ei3#!oSc7+<0{3 z-3f;zTIq>XE!VlOKG+oE0h)O1icaZWgujq$G2BBm849fMCrmvi0a(jTo`$OyY7@rn zI$7me(<(D@dLNxGp0-)vnDaz=Ol_jl*95j(zIQ+6QAv$OHyr9bug+Lqo`s8X(b%Xo zB66zZ+o77-~nlxcJE1n9&K3N?f=bneBLo7=8eMCO8O zkTm})m2<}V%MK6L4Y{0`mBzWeq6Z&}OTw)Yrmt_c z5hv4+%U6RSGYclbvSTYik!URKR8?D8q1|hCLpwG|n9zEol*CC!vKH*BBp$B|K1@*Y zQS=cR{^bDlqM0MnvZ~xib`E{!EW_mcea3VGTjA)=yh`|>fWT7l>rKVs!}co1(!-lDE|jA4tp^viH?S)n_cZA89~k;{?Buk?@ii1QUQB@3<)o!z97 zsmF^SJ9Df{CS_R^<4rnSN?4v)z*90dUFk1SI^n^|N0H{0DC)aOE0Jd#Ew8h@2Q<`2 z?bB*DBw9g60-}XT9~4q@%<+Cgm|DN`Ya(0^=Pp80nnHZWr}{k_uk_?wl4wdgXMVxP z(to_iSfrp0K{C|v_9RWXNCOU5b7y!m+D!Kd<&TDU zEZeX$>9jOgP|2^vi1 z5Nx34_#-OD(O6w?XJRuZgjpcoGm9sC=avrJiDL4ka!s@zJ8Vy_C!@?%LOank7m9VM ztgP^n=tm~euCUQbsqFjey|-0Dr>b~Mm)Jr%-L1Ime9A)kt1JYs%I&FCsm2pIA3=AtV>XfTjE>XtkB8>q zQyw&ilP&s>x?#{ztjYj%px|GhW|}C=;yya+culQSh329$?D<0*S3=#7OI@Lxvw%%9py9U^fms&#-4P5j%+^fYxJNOb;eso z4W%2h1`HQ%9SH%%!di>QH%aYwH!8`b~@~5Q z?kHd9Wiu3ev=cmcT66qO^6U0oyFxKqi~;#s+U2~#3D^FQo{v0iL|mcxY}+cF2o~yW zPX9tO+#p}SP*J7fN~()2`}325XOh{jE*ZPpKyvW-U7AzW6%s<*yrlUZTduuinDDpL zV9;WQ(=x+lxGCb)^nf6d5)qP)3%jRC-^iND*$QWc*T9)c{S&Jl^5q`NWYaQJYffkU zL(SJ%q%TmoR(e%1Y#GhL#2=Dnn4nfvdmPL zOKeNFFvXl1J`xuXhrNN2i6>A7qz~g6*1!m=3^WrxFU$vI$JOje?2AGd3c=BjJ4@3L zqb?E4*ZU5}HQGCNEOdI(;XP@&1Si~LXvyn~>x#3b^@7jA@y9)Slb0^dZ+vpb8dfb6 zcblinsXR!c6N1};C)htH8Jq+~o{E#e<#>_A#VgdBGGHy6{Yuy-}Qgc&0A&( zj{Uk2JvI3G^RIvZu&94|>cRVU_EL<|t~lef{|r)LF8m!xWkC05km?lOpFt|f(?6qK z|4kSv)D*AlZgft;%C9nc0Semmh7PN|bFOXW3ZUTl2 zoXr}dD0sDrGso20HJ{rmZPpoaL90@vuWT}J^fYOd(MQiH z5SyV5h-?Fk6cPLa;DUyi4o zfuJzWQa|Ws1k}g)HJ+Q@#K-@{SW6<0KIwY0KNdd!qUUH@l zCdKiMr_1y@*oZG92hOJ83=Ayn+J^O0pa}7y&-tUF{K|pHX1qH6AGLa#Ntr0IO)N{t zr+;bqXv>JZi*Bj(_6{y$gu<;);?q-azB;on6d}43QPL)ay3l5x7@vnZ7B?)uq~)Bu zkW8}7pmOSvsrupiVQ0xbK~I{h64h@feN}$B%vO*r;A(U*iV)OGq4K-TUFewgX9}tm zomcMb+jn+WS2;ZN^7qzEo8`sNt~zNLDt$dXaqfThrvcPELe*W#>hYK4MO!z)0Rzgj z=$nQeAx4Dbn&-!`)(Z&~bJdK4k@l~Z`%(=+Ytpy`N)42>3@_<3Bc7O+%TFwg(j@m| zA=Nri8pQ1@P<(tJvp}mj44bOnORwpvH5@yTrRV{kMZc<_0N(53l zAXis)#c!OBH8OE0vgDDKc|fIYXT3n)I%M$Og=|cUw##&82sEF>?o;>fq2DADrH7vo zHU;567j-1eSUbdcY!$KGPw2v7M7to;w-^xv5r^`wVattfOK0!mPo>S9vb~rr!g?@< zcaswZMQkc;sv>D+yZ(ltYd!pqja|^zV zu0id3u}VZ0aUaIL#LxRh=YUpVe5>N{|K=k6bD+X(sfCb)PJM3~3}?Xk1qJ-sDGL$= zs&eiRyTkWCFZBP&8}WBL#=q#+;G12uPZx+rr;tR66~ni7x-j+|LQWC^w7>~=+k++9 z?LFO=xdi(o$y{9z6be{>LSG%%F(?0Dn@FvtL1KP~hEi7Sw8%kBz*gH=@UX*&wq2US&@Pa*dcHEIp+u z7P9q}*ZTK8RRRQNWao1B9=!A^HZ@4ssB!WvNyz?x=)(CcO8cCViDF-_skA^ea7rpmQuahf#_N7LP?bUHf#N6Ezi7$w!Cv*;L<^-Uy@y29)0$uPwQngqTOT| zhm)LxzVcY*_~WjiTr)k~{b84^c*cvL%s|y&U3wNFu~rRjtgt8!Qqo8^-@x+C}@q2BjE+3HLmeIMRg96P;ZG__cm>5$7mG3P4YdwH?;SmD&b^h$x38ZXU!4LK+2PB+O2g za(x^B)^vBBe%1C=!rF8b5RL$6BZTtJ()6$4fgrF-XUtua3Rx9D)C`#3oPnH=#pM*P zWU-JvxtOermegeiqf9Vd+t3+dEWdq`a+ewt9CF9$$tjIoj)QnB~yjLJL<8k0s|sa|8_Ejf;y-aGd&by{q;`vRIx)sU1n zFw;IsCe`WNY~Zpz0r-R-TDIiZ74Qy<7t7AwG3td*){c=ylvTN;Pa`>`zcl0SBeeW; zEAgS-)UY`woiUjU+n?z>x-W*P`#;Uv*(JpS9ygJFBMO>b*JmTDz)k}yvQL#| z8h4z^m(XMu>LZcKdB?DRtBVFUMvw7c2I=1(0#3!~c;*a^eCBSk#!g`rDsS`kct4c) zEfJptB$3dXdXWRXa!SWUEu>v?c8x-6MfNY#R@6Z=9%;|BOSadM74DxB6JI9Ai<(+t zkX=nf07s|z6 zpPHltDI)CUQ_fcvUxSLJ9Nr$Jh);LQ3+kFM;2aC+0nIo24Q4-w`j(ceJCDZS1k7eT{`%{`tyUiz&xp4$D$IJBa3G!JrWdh zMR?lyTAc*^PS;z2ys3A~l5xF4M%{Cg6OaeKe@i{-aKh?!R*Uxw>1e6aj0k=i z)!4P&6~yE{!xtRJ<2k<0>0)+FWOI2~cz0C>M;@49z=S^}hgMm>7>h1%tLiF#c-&+U zn>m^qcNqUX5^MBbzHr>}>PNe<7xgQ(D zw{Kv1F|(?(nBuo`O1Cw5Y}tT~fiuLj+c*_5VXAg=yIE}~;>Q;WynoByWIQnG11!vtI zY~z1x_ZI8fOD9a;Um8E5E8tzXp)>V*(z3k8x6+g7HLV?I(^H}zjNJtm_@V$?z=yF&IvqQK+t3aNtS&!L1oXfF|n*+Dh=u~8)_ne$NYZd-BuyH6JNaadz z)v9?u_F4DXeO>>4%Yk4(!nZ0j+oV9_7OIt8Ss%`;$&LJiM?WBf*Oz{E4s1!DB%>VD zE{EhABnmqmH;6ST$S!~2>YolT;7uS#go=*p{B4TalK*MfN!e)Fc5q;8Kl ziZN6kQCm2rF{f&Ade9iFl~Jx!S)wx?$ZB5N>k&1MyXKdB8)epfPRAwz)~hrOGJl9R z#Y3IpLX#Wx)K`20HN%HB_e{{$hj>6=>}zB24cjclT~i5q87=0atx!{mFyN;gC>qSb z{@y;-kKh`sbaKf{U({8&5Uz5^p#%GIq9N#w_$UD+y?GB;Boc}Yor_~Ckp=r?#;l$y zpM2mEkGM5Zi2X`{Q?&HMUWm9x?g+_WGUjY0EosG=m5$u=YkCly&i(kM{Vab<KMYiUwx4IaR4G3B4b@m*QB0{N2r6?}rUFGA28i7RmH+=sDSttgZdS~^_>>53R zQ5JRSLPD3dY$Tp+J*%+% z@^Y{=%=)-EDzCDNaUXHx@E*D9A$_ri2r`( z_!q_h`KtV`VzG|8-~EK@4qhYp=3-II&B7(*AoRP z#0BfTfH!sWa>$I5+Wh9(dcPK8SDG8O%OM!*&LGbUfLb*lBE~kF=FEpimlt#fECVu-%}Qkhb6B~;Y&Z! zB3Y!nl;{qhyry)hfG&{UIq=4uKis;As=t7~_EP>iO>^&KDXwldE7tJ8_%dQ#|MB2P5CdLb_Q_CLS9yfK*JiteGu& z?D7n|`kqTCf5y8Vyia$m4Pj^Z%q?{&{a|{nsMQ&d$|-Y+i;%^$iz+_2STACOoaxfN zekHityHk(u;wRwPr<4y|t_a7n*tdLZ?r`7(-a)4@Bn`&@XswXeB)yO=u-R#)Zzr0L zNJW%B4d)XdCX}9WJxtVg7pet{z-rk~Hq!BZsxBGkoval}(pF`G1>7J2k;yEB-Xv&2 zXBh59bL8i7r;RrZW9wO>jLd;7k6VEkotH&9he~W+u*s07d0O`KbUXM?yv0kO_D6I8 zX5N^ZnuWTdH#% zOs&1=Ua~ieW84|fE}n$Ls$wu(T*_teYc_1J(S~f--Wrh2TpN$+uwZTc=7L2_`**W3 z=O{Q5B%dlLNu9mc&^tYq7A4eS`^gQFZH!qS1-(Br3(HtZhT?>l%|$TT#G$yj=4`sV zajRM8J}C1hNi)lxASAHlChuc`JD$@V2Hjp0CaA@e-OfZQuuD4LPZ!EZ>$ zrQaV)s!HcistDn|&$m0zzq&Yd(cr!SUsjw#CVxPIH?Hdvz>qlgresYnSY^N@JEJi* zlo)4ob?#EM-yIZf>A0V0s%ezO8Fl3VmLrc~ zHgm=(a@4;yF#qy7C zCtW>WV3YcfKA0Od*PO1>b!^tB1Ly@Yi?L?gm-ga^A-0-=U%}8%az+FE5l3QCfeZQ0 z7_KzO^QhQQc1%YN+7Va#aY`=6fP^{d;w6^P92vPnq61W6)Hn>0etoX``a7Qc^syb5 zv;m@XsJL)xP5G&j&H)1L%&PYd2qd>$7IjUHI~l@s$_K%(dLA_!&wkqv=>SXDQ^yY}+T-*P?epO8@ph*)0$Vm^-KiB)^aSN$sXD=xqsPdflqe zNy~_mW*Xgv8}KIRVv{X6ppZ~a_D>*)%XI(%gGn8c@3g#hM&kGf2GJX_q;=%t;{jlA zSd@vCbrqOg2V`dl*!McNJio zgPx!EY=$fyzJsE~!Dl9UyhV%S{Yhj(!+N*uE~jZI+Ph%F#%4lwZtG_Gtlx`UtloxW zDT!;l$`eZt9^z(J0;W7FX|n#7A)kTG{7`Q}h+BZd{fdYvBLt1H8X{D_bSCI)rP=y1 z2lxksiKda+8R7sC_)wyT`8~bn-3G!q}PufyCJN`x;&meK+vr81$~(xPHus1QG(5_v1yWm#nA+VBjwMY2wYDXy<3+@=y+7 zHm6Hxc`ZMDk06LpaJHbO04tJgo^|4=HBW5tOpw&CcrHGh^clP$%tE)6fP6TN;$P zhbz#yNwtKwlgr()CuePvrAFIK&F-k$rZ&U{kz+puz3VFclqYaw^e~UP{Yi59G0Jb%@#8$NU@VE0R;KxnZEjZ%TCUu9;VDhQtlSs6g|CW)_Ga6;Z@i+~X3=!QC*u z8Bmw%fA7F?rXok?Y`SrjUZ!Q%9g*I5ux~+Pvg-sXg96` z%#+WWZb&wN&YmSDb5YW+DL(TU8d+tdyN#jgsy`#u`HmQJek0BPqr8yh#^471%gbS!zID$J zo_*=}?*i)MV#cA@DHX4&nJ-&@&BK zUS>Qdw`5MJm<(m@v5v;lubmUHs2uaGaGzyfoLPaYSV@a@B{FbQJ4zoIB@h5%vVD{A zPsurXFaQPwEPvq;8dt1Tf)I7OHq9t%Ikq~#*XmH?>P_}EQpTwhU7bCfeP?|eo`x$h zu|I89AEVfEMadRT^5drjAfSY5E`6kq=4WJ@;=F&ST(ArY3Vrcup}%P{?*5pkB`v7? z^-Q{xZiB7;cUzcT&QL;zNQiL5Cu=!Pa+N~zny6C z?o9$AB~K}+7O8=F4x@NbhAgPBegZ`DDS5uD$%rB!;Bk48b?NK!l2YRq8~jSg9d2lA zb!AnZu=jPR#$RGqfk!c&%esaIjk#dmNe4% z)-}&FZYq%OX|#u zRP6XzrCyjKd^Zk@hE<+^5OJ0NJ(Iv5>RE+uN0w`*KCCifN;KB6;AI9`P@|*2+skYZ ziT0308mF1CZ^@sxB(y8TpTz7ujHNLes?I#6ykLf-%M5SFO`fCbiS~^)^eWm2+jvgO zTiNcKJ6~0uX5*t##ImkHM1!ISeYwSND=$Qu%%1l+nTAsAXL(m=?9n!ElSC;|f1`dS zImh&iVk18nZj5_}X;ufOFMq@RYBu`PZHS0g#-eh5jOCG;75 z8DmfM+q^n&&^xCN`HJL*1r)Q54OXD^0g$5h`zqhh zikWUxeO0^_x`+CkW~EJMl}m(M^~UvtgymbYy5VYROiW9<3J#F29Vy8e@y70YR?jm7 zP+7laHR|wjuo^nWdU=gF?hSG+G^FKl3`>2lqg9U2*%AspVcd{z7~HZUnzd`=Ad%Fd zV7=-gA?!Qx;Nqjv^75uB`h{CzZtUhKINHY)&vbH9@7k~$1rXyEayIS!Ed;-0i1ggs zLoO0?<^B2vFjDslW=~jt322LDJ6mJsb?L6VT#aorf9KBL$5LvaNCgJS0xJCkLk5qA z6Py$>E12+?!{Q$S4chnE$3CT#Fmozx=SacfkLs;6HsY%4GVmo~TX5^34IM|3CLQXj z4-AG!dK7B$|BX=8OLnyX-+6E4QprO86MAg^S(d|U`keY3S^AV z(vk%CrJ7B$>XYyJ_s7fzduvdGv960n?s6jOjSpewwS~t!D5jk=;hmN)*JM)fl6GfU zG|B05{0^pR7aIsX7&qp@+jgEkXjJC}&r?Q24bdZq3*PEm@mlGxBsS0cUW_g--pY??l2A^2nV)@v7$9!nPB=j(I&%GC5U?UH9F-I@it-{rqL_;s+VFtcP&B49b!Sw&P}$&wg0p#ngd*{bWnby!6_`-%seboy z!|CR5=j+X^cjPU<@r?U9Tk01Kt<_6#sO2zd9Om_qo2w;`N82WJVdcR93_JJsId0Cz zaSyZUof$8tqK>3rcz9P;q80B*av&kO?Ci|xS9Eif${k^6VnTSZ%U|Je0uOJ-EHYU= zW*b!RL&Ko)-Bpaelt(DjLft|14t!GmXo!wnIbY6=9J_wjG87y>>I$U=Z1k9`o-lBU zU;P443Wg7^Yoq<8Y6cOxsjx7MNe{eO_*6MR_KHKnlCT_ezT4re46835@xOUZE}1Yc zJ16&AF1SS5dH`578SX9zK1--D7nW;_{(dp)z0BEoWU^uBN6ws*>k@ZXYDI0ZxwT~` zy#iCn2`9Np`KImpNAS)wb@?el_6t(@dQco#T&8s}0E=tIN;~gC(rMv3y3?-UTNj6U zp{-!NnZrnIEc$rBiRcZ*WtpHDC#lEeT#s&010XyZBpF_zB!*0KaY8%L&RTn7;gC^! z%+nTM##iCO6kBNs#<1-1-m*$R^xh(i0GSR`7-2@YNmgw-=rJP+b8UaYrqU$X8q9q^ z=T7!?m|3+{#z&jBU5@5tG~Cx$M^vXJ<`tcz+VImSUv6Gw63%@ygF`EaW4|FbAM8b5 z*?&v;#S_s9Q{VIYa=tzP*jHI+#nJ+oX;u=eppFX=Ld*Ar$p)ObKtJL>10JgsDq#&$ zQ#CfdXDjB=EEtHF2e|B-%^HFb_XjDohkVjuzhdd3PP?BK)uJPy$l4ZhtbSTdsV|xxW7>&gw zzB0?oKYhGkvlp`>`#wl6RBTtoMns(78I;7$f!DEp4 zlh0Lz3gPg6F-6g2LZZLtm5{|Yx-$te%ui3%;M73E%+{$4&dbW1S`pP^R)B2j#{2Pl zc0a6)ZUT5i} z8xhTonTSe@`q&RIN>?L2)+3H{+8ZD?KDm}iJMAdhfBv>5Y1#gTJ^5_dtt7P%iqXsbq>QcV(4{NobkVQc0H~ zpv@PR8j%P{`9 zpmX%k{AE&ug5%0L$dd-@7fnTh;#n;RHfIPT30+3O61d&`!wKQ}7F&L%qhD{H%}Ed* zYKuL&1UfRLI}0&uS?H(T%^_*R&~*TRo4G8R4lv_#iOtlX<;qE|vSBpAYWnN-1tUQl z?*tZ>Jy9s`g{aFa=E`$_?_Uoee~4fB$JDHpxZm*<`X_&4U(wP1k(%`zF#e}vfpm1g zGqdjSUK&}s2`Hon{W&Oup7kfA>PY+V|33Y_NBV)F{{uqDZ)xhpEFJqHLRg|JsE5pc ztm{#91tnc^=_Yx!AscjDG9Q;Fym0k`oI&B9b;n0-VKZCK4~7aq=sNVXUNodfyz#KY zL_|B0U=EqV+_YS5O=g}Ra2TM-x-{Q;Kh{OO%DzNyH|Z1SQ%n65mx)?M^%!?Ny zEr%GjSBGh7w63twe7pKDr(SIwJ{+sybmu*nMDZ3^nL$(~{gk378Gdiv*rn3BX*~fR zit!Z^-u!0Zd+T?l{KtR)lc*P_e^grRKWbzBxr`L}pC}`xa1s1l87Wz1rT>qYk$On~ z?mv~0;-jPgwT{$phWw?B)S<&i>1jos^na-$MJpe5i1{!h!=WRzB2skphiDa_XvAw; z1t}&D!Beud8d6|Q6C^4qeQZLZuKuX7oT5X6yte=C_oubQ0x?BEB{N6ofLfX`0R7)S zzjgGBFb2jWw4Wq@DIP_Ch*nDKmoEO}^GorlBMgGFnv5L&w~J1VaSCafVA|jR=h9L8 zvd$!hGO0?zUeLXaMokwuG7FZSeZN{>HO7dsK}ZtG_msfz!861$}_n|4T*C^FO zmv)5!YCNf1M3tZjMwJG)c;mgo*XjH9uR&pZLsHlNELGs$C9At{*Dut*{&f_Wf3~>( zXy5g8VMRx8(y!7E{~YJm_HGt!7$*dN4vqQO7EBMHO*#CvZZxA~6$b|zu@$pHA;-;J zzYcdpG!^QFG%Jr;gpownp)R3;cVA9zboJW1@{ZJWEVsr`@N(%Kh;H^E7$BS7KH|Ja zRDo{Yr-WL15EHUrvloqAYwKb!HZXx#qU;xlaq=V@9=Jp(>FZydC`$M|cDsCk;A zXjyJ1y&e zux#2-YdBTJ7bXPVEc?QJ2_gKinzBb_6zsN&u+N9h z>8_nLaTzO{^vllBnNeH0Kw^*wWuzXo;JtTK&M$HNf2Sm5+*m757v}$rf zOD{e&^CCww?Bk8xcHXJ~O8@2mf@NeC&~~x|$sQ-lw2?M>xcj&c1FSu3|D2r)*BiHk zQYW#W_USb-_#pAt^m{;L(^Z%Mv9+HHMX>M9;-P0 z{2JcKH>D+4=Ie`>$3e^ABRkSWKReBqG;Q?1o8SIqN0^&G|8SgcpYhnm19j6k*qg6D z+}3H1WwmGTcDY?az&`{_@+P1pl z=l__~TGB-4RRod%)ea=BHXzT`V>gd%wU>G@QjwI{ykJP9;+?m0l3#HU?D@+>mLuoQ z+{`M2`QKK|S7mD#FMSZPa!d9$kj&8K8~5}ZeJ6J`?m@~&EB@}ahLr53O0ik;jVX&c zHZBj1dDAy_k6*pXlU&6Qz9$COBTXzM2n?Em!1`KHWDB=@E%&N+W>n`mEM2Q8^*L{ zLXiPqe{Y?;J|-gp9B_Z~Vvp3^wi!|8;aFofZ~3Opn+Fmm95Qc&ACAgR`NoCpRcg!| z`NZm_LF!P)ljK~YA1*dB)I3*3G}-oGEzGbu=Nml_^D?5zzw+v^NwVcfHZ$8hXZfec|V${Pee{lKK20Q=U&Roc@{7>rl+8Zfm1vv#%A^EdoD&oceg5P?J zI5Bij1Mp-(>*>F#*MGy5YCEq*xET%~P*9f7Cd;P8V730s!}+qIm7mkWlx(bizxNRs z40udP1arD{8_b$%M4M-($vRRJpNS;(3tyU7qHG0{Xo;0~Z0+xG|E6$;ogZ}Fl$#z@<8_$ai#^f`M= zmHt4_Z!Kk2|ctz@(*B8~EI{1m=jK-3zsq&F^tOa|p@tV&IG!%TMnsgJe)smMx zIN(`y)+6ln&JHbV{|_^L7q)f2Q~hfW_kTHZ%ioU58oMoQ6d_>Nqz9#$qt3$nWDYpn z)@8tXi90vt2OVnvs6z#T_0*I-mim%}%{-P45GoS{JsP#^(iajsxI60n=*sOv^RE?! zEpiiFq60-_TQo}Lfn{mkGk2f=hr725jx5QtMWxIXLyDQ1nVFfHl}d4lnIXl@%*@P` zVkyPU%*@Psn(3y$1_}g!TAO z1dHLhYJ25-*nI~AJak*T1;Q*!GE%^JB4gO^1Exuc_fk%|0(BH7MDnvDt_TTu`EhNM zs_lcq=8HrE0bt|IraZ2`$A=r^xRP^DxH4DAYdW!*j_8;Smes30axv3vi{DEUhGGRM zI1bHXMarrb$s8C|eWXaH>h3IUW5PNjlOp3)F(k9*4jVoPh1pP8R8!=qdhe=umuMCT zEsYdM;7e*!8d3;PA&wZ1jxXM)uYw0TxHGUAtm?P=LWd`_s-11h4**u!8}3Rb)F1C+ zK>Q0N@@8_!Y#YT%C?lJC8JYym`^K9U{)4|Mqd-*3HICTq2Ykl zS`d+RiA?6Zt>N#SZ38ZW&y>#sdq=*awvp{;dV$rB-2bupc`n65q!mMkTG4x1*@W6o zRH*2LrCnuU>~Lf4q8_^1ruf5sD$)R zj)KhDHX(j&-eL<6Ovi-nk4?88-p$l zQ;X$L;_$^3{K@b>vENinGP`o@-d{uRWN-1$JV=9M4 zSB34;6xS9+1=EZ9W4rL>hBo(TM=W#cYNhHf6I8D@_7u5Av>+J?3g_Qz7#My+9^|F3 z6lmY0uiC79U-{e6`o)EzR7)G>iA zTeKd{;-Qbn!~}2NJntlHC4%Rsyt+k9I3u=s#SYm1_#2tezAj8vVX^0{3#Qqv1jvvt zVx{>tVmVlrO=UhSj?@y+D)(5xZ${UW9AmGb{q4O#RbQO{*b5af&fmtYD?nr$e39{0;o#k4snW6W1T^nGF=6$iLk^8~@u*q#|aLtQUwdR|*$nMg~br zTXYN$+HBPB%)*PdYUeKP-*E0Kj>W8j`v_X#gPG!d$yvoqhSKaG&$I}ob; zL(D5lpD#RUMt8m}p{;H#UQk8Cp;z4E?N!VDlkjgt_-`6aDlD&1NBxkyf=PL-T;Xc5 z0y(p?+3XT+5d~cLWebxX8*)8y>DTOg^n19Yq(4q3{S30ooc*i@3;Bq$3{@n!<>z4s zzf6?VZD=_(xa<3JOp z$e)&d{CnZr5I$7{TX|*7_>zAWE*Y45iY-`=^)Ojx}r)#!drB- zE{W!*8>fW$Nw7$rn7bu%}c3NXJ(s?a6d=xhE()jk+JFeFu|B@)v`x zzKAm%X+QaBXooi_n)`=V5Jbv;_W(5ZmZX!Uj0D0!$BqqJKdvwkG6*R6lbunHZPALY z;Vm6o7(av>pX4`Nj*mo|Oybj#Dqy%o^xbKmA}xov)UQbh-;>2@E7~N=m&&nmn#=dF zU6kA|@oSQ?ln=`ym_cYpqvA^{gu@a|`P)(@)G*K-4-7pA%zheJ*5vP%04ZyfQGYOB z>=om1#}KUKU24DLWac=Iz(+-pcOm|gajOG3pkNYt=;`gX_HHVA#TcOoh5Wvl3<2Su zH)O#G%U&LDm!ipVpjAS=W-7m?8Y6Nk(|~f8*hk50SRO{nWkXFQZY9WJWws<}%OO|K zvXx*YlSpw!OiXs9-2>@PQfK^3H@N8)FjbwXx))VwiIlT}RY+RWbJJ?`I>D|OQWNs zD8Z4*e4pu*2bwFttu*AHTW3SoP#e(TNR8lDx3^FiJIYYVF)xZDB$HcXm2#6WBH0l) zcFuR$M%ZBU;M>z8ToI1j6=DZCML&h;w&HM^0J^Rx1CIn z`rbcFuG|t^FNAEKE_k8qx@|+em@Rbd-Zvu7$REF_`Xnk4%KRx)F=JN1jw)I_ zZpA=UvcjoYXo)K>et(6JeHCNL26lFqnpj}4v(_|gq9k$}Gm6LolAb6vT`PV;AZVI~T!w9PO(Y+eK_L#l;F{;E z$zDP@c#Au}L_@0}eNYqQSA0@aeRaB(P zolA&)hSWkhOe&$7DE}9plo5ZX$x>uoLTqc)pjM$x-V-_+^f{z+L94LU{z8bq(V(g! zvkXO?MtW-OlBi9Mb*iQ%-dwFkZ?QOM^Vm(vTOxEKN_l>9Z9{+W;xesF{;2Decp~;V z40B$}$-*f@je=}5w^B~isE{fudHOc#x1zglZh(c#40fvDbXay$-4Y{79+QC)z{aW^ zTw|uff9Qh_A#EBjnr6Ei)qA70jz&VK*H;R0kT(A?R7;ahLr5@D#m)o^iKGq}+v(b@ zT0{4xHYALp!c(9iEb!&Z6n!fx`zWggVa`enZda>GDLJf4nAV>fnVPWOku`h3rC-Tx zR#s0lp>zU0T{&_=dZ;83Xu%P46qQd{&tN0&KxDe35KKKaaF~*CHMb>~Pc=KFiXawD>~NpH4Sf&Q6mp8wmt9cC%zcc{ z!<2NfS-iu@St}5g&vtG&vbf?DBMwP9a?W^Yt961sf_!+IN5{47AZpY6J`Uh$p8S809iFg`H#U#%}Y+4eP@;E7aWm zXyp{@pO&wcO-XXeA-=B3OPL=y#DFTKUy~qg3SfN;S^}kVgU{hL8q#N}X9-7=8SPbo zi?NFBQrt-iW_@&DNwo7?5Exvct7k0Nc5OA;UA!x1@fqe8E)o5)l&`eoc`2r3yYu={ z_(8|0La=RQpap?X8o(CWx6Ix>(D3F#FwlyTWjzxVRv>CBD-@_nlv={Pa(Pu5_b84^ zF61c>A2q0{L(7dDj2wzBQP+Sl5)WSht2Hc3vmJ9?bPCa+L8{3pp68L5%F9xRE9ysASRKbp}3GtOi~Yz5t)qYLhO7zTM7ms zcNeSBc*Yw|Dy}ubhz#N@zYD*UWr!H1soOTu6%_8x!*H7t^^(IFYT8#%?-{cA?k|%) zUY1@37?HF{Cb?mqD?PIbR50A3id&3{OxcoOlV~zHjf5``PpiA(Bvkv*@xL6}_epuy zD_C3=^4tSV$VT9seD{fBl-$R3caeJ;lq+yGhJL2hRF@!2P|k8#lm~046cDDF92yoP zE2lK`0V2FaOkmFJVA#x<9;TN0J_vU7&!Od|V9b`&U!G)*P*a(O0cvg@zmqoXm9 zGM}vokG?Uy@D^!c#D8wAt3DJ2|I$}=9zY!mh ztY;E$a*b8U(vmK}FN)QbKW&LE?CLCnfAmTqn1gh;;*gqHXZ=X6j2G)jwLl zOIjcQF(Q%5&E|9hhLw_vGEI&uktnDTc`tX!!XD#~EWU`;mrlfG<_%c%$TqBSWGyY7 zVC)KL+hU7+hKj^~vQT~i2%s34Q7*|lt*Abo(aOP!_FyQx_V;dwacB!j>rD1Y+G@sa zxg?U<9v0iriN948oylfZ;1_D>J~xhIC{D{O#!?`_h_O?($I7P+ z46N?)#}Bqn2yyblvPn}6YNqPxNavPutSU<*v&$;)NN6a?Pxw>cw7P0pC&cbB+pVOA zT+#UIyaVO2lr%0XlnZeJV<6UG*w(7$PLGy^8^SatLcpRDD9m$2#j3}|9}*C>fdLA! zuS!VYfp!XSG*N;M-+@AlUc^0Pzjyv)fPhCk0H8*L8^{%*GNA-og`0@dH9ZnGfIS;> z&X^cRo&b-YyfEhaLKTWR9eXHVEp5o6Bd9Lp{J7SIvaqm9ffjO7C-Ov(ekUy_G+0Ih z^o`Ywh8x-!;u3X;tDRUR*K&~@B<>g}KDEKT7(!_pMx zJerZ3V)WU)8jt!t#$9X7F>=~S_2pRo^*T;kF-@TrI)(a8@fLstmsAIeA^u!>fVr}k zFt%*V&HN(gviM!GI8%gv+d%WkS<8n%^U=m~#71XkiGncBq=6i12*x3$j#;v3Nbo$> zq8uxNn2MadqmE~rXA5{1=Xymq!0noe>SK3asTl{L9204eq7X&Yj}>^grCYYn@=TbT zT>g<&*HyB7o8x21*pR7hLz0nVl}hosLue!@X!D785(Nmf|AWip&Kq}A@iZoMPD$Jw z=y)W1$z$OpMaU$7#KB!Cjqg}x*!xfdMnbe9y;$RdD?e^nNtD)9(-O2w3DRr+b!@5##|@l2V#us zF@h@P(OtCNDln9Dw3&xi@)ZbE;n*M5_{(N@qP0Et=ga5cftq&D^i^f9uJ4m7Jbre} zou2Fqs#HDc7LXic>>o1nVi%<1LKi9lxcGBL(v^zE4OW~VwUQ2340_TfhYs|A{+5{V z@>mC*ZAqg&-6*cE!yXJ=0D32!8^0%Q$-?Win*f-9Wx8^iGGMXY>>(UYEK@Z|5EX2R zqnDiNGxFq4Tu@yNTQSD1^B&>w_Hj6yp3{eY@1U~3O|<=ELW+eU)GFS6Y-(1f9b|tb z7i$o2YEnfJ!AT6aYI-)haKK}$o^3cw1URTTmwui(BkJJE?+HrKF0w3`!&gR^jEbkq zonHQyW+Ob5v#VZgkrj6Sft-Xlju{pmf6O$$j+?w@70#H?4C_nPxibU<=ejI3xMnNu zlnffyqaz=kLQr$mh^NRemOjLY=vzeh4y&6`-)3Z~i75#SlrI{ULmJFXoSv{0ibW{48FhHS$o%X9%g&O`N(SA@m#|5*J>Y1RuaL?Q+AwlDF~tyze`C56|vQe6viO}cXG zq^9gD^}AM!l7d%HuCRkRfjn2fE!&p3fl-D~^hemb^0`!`%TUR1T3;FIWI%8!TbR zNfylrciHdB*vOp1>KsHG#GILl-5G2VnGBI{b5S}9vj^g?BSCi>uXT0yP*!sJOenEp((MK#B_zbZuZGART^@BC=h(Bk2FNfaL{CKx$Q_k zYsyG9h22V=EHqg}M4w!|;YF|>nNwP!CT^I+9uh|S2|y@y+QyK#;}$$E7_3St1o%n* zld^5Ny!UgV-XDk{7|kCI4cV4W@_hC6Dg@OmdEIFaO@j)W;;|v(AEwLPGjXTn@R>i6 zMcti$CX1?o026FZ-|3$UNgqlf8%ygfd0ht_$MPoMRz8a4B{S$J$M48|n1-c>XGE>H62`jZPjrEnx403zF&l20=u1k= zOB6$*sgEZL#b+_v>Zsysm~bT{v+aS`Hl`Ppigzp}uMFUkr&ejNQhC}{KTuSx@;6ra zDyK!Z#O(0n$n_nnpy#1GP5S7+j`aWQU+`Z|*PlDVVvV@7U)o~*O3hSK_h`v&f!7}h zZ?+o=lL_WLC(duLFjr@XG3&BwE3rkBJ-7N#n4_=1iw%Ef?9@JRi*_{H>q`Dn%+NF* zgpWDpdtdap)5GcY)#@Rw+=BUNccPuk#VvWrZdiHsDD5%x?HCvL$;E(sX0Q5ndvkVUxm>EinC$WV ztfv)&R8uo6eEFROwM$v z$TN*%+*Y`xMInYn^YR`uS+F=Eh6yk)Aq*Ddo<^XwWF8q_=O!SA{A*;Lc(^pnYyb5)>l2V#d8^@7Ul5@ z#0t~1gpIHV=EY4_-?K)AdWdqF(J{hi@+phcSD~i8HyR-Ujx@8%CCI@OMvB}0+B9QK z-3eylzzW(?d7L9LG;VWC?y1A^IoOhaWL53coUm)tShujFY9*@^43`mZ@$*|!9CWgJ zLek;m%VvZMTwod#BJ>FuHN?&+huZ>nA^T>wFH^8<*yXVbMQZ|u6)bmLWSu3j_je>* zAh3#gwkadCk$bHFh_Apy=C=`B`O#&X>v zS(1T#=rTVY&5n5?vpotbXf~#x9~jeS5K@`ZdR5TMGut_cdDfRT%9)o;u?=wI7+P!kuc5l(Q+utNphKwe9szr z!nO}du?dV5qi5n@1{f72u5VVY&(!|LB12;O)TjM1VOL)q!JX~dSDi+xMmvY&smKCf)CkSZ737vTs# zc&kVzWGKeee3@a#LV}1Wu14c0E2{hg-5=EtFY;btiX0(TcyZZ-25Ph*raNQ`7tENK z+ru#AlfHC2Pj4QY-BYQ@;}Du_wb*Cpjl)m1!8e%>v4DAjr5+BBC1K!z}5Gkt`J|?YC}>LP(|;r|U%l7bEdeG(Z5K7?)kg zGt2$soaK6V3w@>EjZ*z{%wN2LDE^T$|E2Yb12q}XozW}K-{}8dSolVhdrABx z9s0%o9|nj&T?D@NdrAubbHAwr`hL$u?c)+AGjc({+r+$<#v_CLZbK2V;sFUOCR7`Q zfuN3TdvsdV4ddB%Gtx7Vh&TCM_s_Tm(cJAETjs6%#_nW=v6t^akW#6uk(Lq5wWJ+R z}LV8AHWyXAZp$-`-ppN9G@MMi#m_oYRVjxBeD?dH=8DocqTWjRI8kC;3qg z=uaBvzZBj6f7Qunc#*=Y7B1q{n1NaBS{`-FXfFsSc#5sx)xLjdw|^FX|9Oo3uSA%C z4YWZCV7UDyGDLPdNciEksi!`4Cu)(FL} zs~aXGSr%}MiJ=S%eFYc!uUwyS9=pFQmi6Jt|FSLSFLRLd&;0=Z96|r8G5`5&)A$do09rfoeBMMcogzeEElDmr+{6<>g+wx;z>3Dy6!=U% z0;Y1G%`HPm{xmD4J>rrVLrPzqZP-sF!{C}&oO3FlXkcJqP;|nu zAXBMiytG-MKz&$f+mI%cLg9!aY_aJmH&yzo7*do%YQ^z3kwU6jDl~DjYLO!4SVbXP z-KNIEZlji5jAkb_Jf`9uXhpwpA;k4?V&hkl(q=2tIzv)VG3m*Dqc0K^5iX}eS~Oxw!}LEqY83?UK;J*W8sh&iU>&-p?J5l!3qqHs$pB!C zhWVO9u~QtwMBP_TjTbH{k6*8)imOQZq{A@v>%TJQ&7al-iZW0~D%1h3v=r3z_p>~b zs4cmM`RJL(LvgVIby@}nLa`l#ht{iK(3qzP7A;0Du9nXA#mnVwK6U9l2B zGJuC1S|&b9XX;W`dgc9l`Gmj1DEIHF7d`Cs0!6QZW6T-bS?1PiM^5U^weE+Cn)ttu zQ@sAG9kuKXAG>G&xTBUHkDif@9+Fnd(9+o6gaMC*j)DF6SB!Xczc=w%*jd@}{__u# zR>aiY-q040R>WM--cZO;-^#!cl7|P<&feBg&jQkUDcl*1N$Yf}0Z(JbWHRu;A>d%r z?M6ljU7s!tedIu>a?%Y7p93Q29uGW6^lJ{O1h^0QrS#Pv_kP>{`}|Wov)Sq5xQDKj zTgLGcqnTaR5jrH<0=`9diP#qnAR_R%Ph_T;DZbu7cydB;;7BA}8+1O|n-d+ULRchn zPDs$fQBPm}VmOh)`WNE5OrYg3gMqj%yg&0107WGsiD^NCe*ypeBgX4<^qB&XVHN2J zY!)@Rv$qhRybzXzm@2MQk}n~K;{LfN5UU>;P)r=s{yR3Tob`{E9=vZ~_%Op9{aU_J z2y|L|<0E|X&GC4P_IYk6#5koOCfeEEB?foohagzRHgI_W)}gB->;ww&X>k)c1?mt1 zJ@D4f@)AKL+5$pj@0RmohmO88p{?RX@}}?9gCqOo4{^!2z`qKdbOa;_L+xEbiFApo zc1#PzyD`28#OIUcmH&+RN(m2r$%zL215aD43mg}%8~EE-UqRrO5)B^{D<)o`u&QT} zFFo>NQd|p&(7wJF^xo^`zQ84rPe61=-MrV?cxQB~OcHP)zV9jW2dWq&ETwoSaZxlh za$hinZ%TO$lQ@xl7M*ajc>|Bb_+0T{-gFjw;2iHd`m3(3kr_lfSGck;hP>#|5GOk< zVC9(jkjThMNFYD)tpdqe1?5gueiGrSm{=cMHyVKk_N)+7_2xE$HUS#J33(*A68yoP z4OG_(#?*Pvi~X(z|AP;R6YUF3l|M%(oY4DN1ij$tyN3SQI`$q+70~wsuuni<9&ZlD z!Foy92*CG`tS|TQP{qX*NfKeg**YeU0Lqh9(N+oorEKQ#b-t&;pF&SGl_KeVYSOmmchOju& zoak=O>M61%%!QnRl#Ev>XXp@W!oxGyzG-4609~PuM`Zq_-}}j;JrHP73Zt z4s2VsY8tqrnW9B%>+$~R%Or33HRW-y-WW8Fp`qcLy1brvH2A0mx6_dQm>DXGPQFjUXm30PvpA$2~q*M%?(4x@7Hwj6L zn|hRFpC0z7sCF7R5J)kcBJ%N$ME&*EitPBDIBLFPed_$tbDCmu?p01KsZ)Zn<2pN6 zx)^r;^UY5owQb9-T~gue!41L7Ey9afXq&yUV{`gWelFrmUl^3gl34;c(KI zn9-XoUth2lfAzdM_m9kPyZyx0GF@Iffi;sSlArH+WTGGH zS*7wU&iKP^ob$Oq_PiG_l=09Fv#UZS6T==>%S)+=oZ_=(tj(yuWJp=Z1ngGaO%HJd z1B4REBZ*Dw7p^rp0xn;;UfVh=q9yNPQ<@2+GmR=<(}?V%RyjLvu2Vy;9P@HRBv-l( zDE1z5So!#e&0^B4&D^NuiUmzv5ChfI#9yt;2?dtWL-a0Bwj$O{m5d*GYv4CE07jPm`{)Q}Qrp)(-V<6OWDf;$yP3QVwcK&^5{mkrH>c z8VChdvYyrj6~^7_N|mNKAOQJqm~1{e45fREp42Y%D4nPfr1Bh%U*eEx@2nC1=v|j& z2?ZZdex2q~+IY z-I$Fbz#S$C>1CEBa&y<;rCTB#x(r-iNP`uQ;gpLYYH0K)YniQR)hh~V;)OYw8&!-R ze5t(D-d#-%_X!(@&cjU?>kvVoS-D~2ruIT?>~7<+gAc?Ccgi2HK}`be207BKrh6Bc zdK!_L#%{~1D35B|_G-x`PnbYwJ<^-;jR~^XcoCBIL4EI`1H*2aj!s^gM2AJ?ZZ>;$ zMMg@Oq3-^pvY*s{V#S&YMeXu#j3z~7pGTToput~lw1(BD-x3E`T|umK z8i6H6jyg?GZ&e`J%uI!Au}mb@%BPd)*FveX?%uCs6;mHh=tampM4o(YS2aC!5k&GJ z9K&GpAvr1(R|1sUusH}F1LB#8`dWY4w0K1g$jxx@FQ5;?(l=j+_GR<0x%EZ@qSu-z z0=-4G;eA7oZxwM1Un#`whXku&vDoF-DS2@BfU7i&R2@Q01Xx%~rBGNzzyw-5cNY^# zGj|FegRAc&%_l)F;-o}vtMklO$;NSx6}WuI&yR=@VSrWGT%XIHDvbSBgQ1P7&%PU< zu1@tie4XZXxV3T~qnG4Be3t8-W-20mZjzX${5n?gSt0G2VyA+$3 zS`;$@1|@oNka{*nep|sdFeNacgWYb9-h$5SXC;Tzd+c{U?I+{?mOh;qWM7Xn|3iAp zO?FsYyoT=G*$hcFOqCO|MdPLp$q#k+ROgYK<8@T!2vrY+N0$6m5dnou-4geLTZU@L z*fX|d3Mkm?9e_is-s7k85dygsfBzWKsZtd zOuVA)o9`;_@>IAj* zxL3e#!IP3ndRO;_-{bgIeNNu<1f5sCOBv{Dv0RV1<6cWRIKMupNT_dhyrLh9fI73F zvq4`NQp>la^w`g05=yjBv!}anVSWzCJ0ES3&Lzv=<;!M0_*E|Mkqpl&87r@7|D=lB}v5?8a=nF{A2QT1jxa2r4Ke%GV4yJFWoYX?>Mt4EfGviRT!CJ>9SF zo~~B>{UBj+h^u$9mJkgntHsSJ8$FBHzvx5fty_C|ETN8b`9(%b^rPIuGeJpr>ZM`1 z3|>2gR!48G-6q+Oue_qn|Rou~`TxGYM>RF{V?a*bT zg42*S1Wt5?A}6W0IuUxe+-QL@_Gzw}nsXw9x{tG_tj{2l8$ooHGI<0-#xZ73|0>t= zvk1af7%dqQ=gpkS)!CO+)4Ol9DNMGHW4v6Rg`IVsfoe&h7Hy`XVA)#J zZW5a#M*Ckf58-ET=a2iI{e}`=G={KntE!W`C3}1KH%j1ob$iySx6hTxsU)(Q&qkU$$z9Y&0nk79d>f{#qQka`YF)zcr5@-%03mkFD?BEcg>nU5O|r4! ze!9X#P^bOyiX`B;TX;0((xH zEv~!BsyU4C>MtbHI@YXt#$G17$rlSxDKr+2if-KnEaBSJk!t@~GX|W@KSJyEaq9a3 zgHY!-uI01DPkN#qD`5{x_|ME3k@^p;xJ+7%OSt*^J2mABz{#2{L!C?4{ScyTe0h0^ zHP=NDvkP>uge?q^6j__HQ)irOq%obS6uio{#!#3xYY;~yzLnjVC0^s4mLXkjJGaXy z-RA!!)3;7eb9{hEb;#Q(ay*0D5$priL15*mGEo(_lRe8r3T4hjwbH^On<>gP5!k!A zX-F((mvE`k#|T4Yqb;ygJur8sWy=Edw62SON;$-KY><()UfJyNlTo)T5fa}6e#W_D zqxx&&FwT)@!sY%qaaEOLnG=QAJAW%oEn*IKz%5uQE2E)!_4AO34yXFux(HTi(jX7n zMSQC2+Siy#_OBh2dZBoFACKwWdglEE!_>r$*PA>$>)z%O(H*R26uXF9U^siMkD_6M zFzQXmJy4G98jaq;9hkYr>!TiT@u7)( zL!(p!2cTQv9+`R^bB|&{d=**?{t={B&LeMm`L4Vc4&@gs`!x5i^)SDDbU{A5kejvg z*j2zqA=YoL+J5gSR~uAiK7HHaGu-X`#9h6SRXT`P_@4Ia^BND0{Q4_uQL7o7)8!*w zZO#`1@!&WdW7=jy0jqTM=Fq40nA_jtG9_-^FHL3zTh-<~0Prcvs6Lh;-Rx+~M_D5w za#-kwADc@b%Da|Qem#TAP;AR=o}*es^5?3bUZF;1?}KTqtJe(1IO-N#dE#crEDaos zQ(+OdufnLu$vJ8ZyWx6?F_Akh*Js{$b&-AelF?2^OXnFQU-~rqpcPpzZO265Q(5CN z)rLqRLk?E9Bg0ATy+}`IU^Xks$+j)&xW30S4<{Dpzufk6C%j~o;_4=;m&T`E^0r&6 zZ0A6tDJRjRk^1DVTdR8D{UiQShy|ORcaqU@w&wouXy{s$c$8}c(4nFIy%B;Aua^+2OBdW-2}P*7fbhgz7o11Ll?x8l1w*V|(QBuihwm0PPM|r;8A-hP9`O!JC>L}jqAE#G392IPB_7!`#^zl=nMZ(Wf;?D zca_{6GVhIY5~NX_vEu68{*TfH$q=dk~u@{$j;RPaEC+$^Zb-KMz1T$hQv3oitb|!~wKVrNG{!M38PJ z<)?BvFYwHZ>$=lPNuFPxpz*Z56x=k)R2=i0q{`J$q$X8=gOPK@{QB&7?pyGtgccQH zVNzl%V8r@Bd31f{S;TtvWB14$3>-}Pk(X!Qg0vM^+q?d<%QgHg0GTG~J1J#wf7J+x%%vjY|jBVWgEWSY*j5Io|b ziocy)KcEKsfuf|>Z6}MRKg&2Zf_vKfn|GLk{me=u^q|J>6mUd)6XU!fHwe%Kz^2Gi zI$_{c%RJH@Hp+3Zg=ju+ci|8_L=x;9H5`Ntc zT8T56^41^ADrH58@lj>Ww^(kt$q0dK=ZmM|Vc+7Pj3JY0+6h(<%{XD}-t?0bbkLNj z088gc3^Fz;WeO@r<*?y)_k zTFViNpdrRtC_F<|4DOOgWizJ@`c!#{XhKuV#0e1RLB3oPOo!p}p=wow=-?U7RZC1L z6o|HOeCmkVuOIDKL|vYAo8qSb717Bk%lkUGBT`ZG80&i@VB*q@sr2t_8 z?qnnQVukDtj%jLGV#Cwv&qJv|JKOtK7_veW(c$s)q;3-_fLt9ll!?1J~I%6j_s>F#nLdHIxx zxSXSw?ysuO=Bcd*rM0rxoU6H(?q)AMq+3&=zU@MY3Ib0DHX@4Ih~Tbl0!r91W5|~u zHu7s9>tLZPqe6^$=aIE1m%*=(>Tx1ffcvWeG@(L~Uu)GZWZa#spUEN0>QxW-6C4d= zAK4AQCL@p7s0g0QQo@{rR{nxJ@_cVGvvUi|nqg+2u5`(l5)4xz*S?m35FIGpD~3Y$ z+zrIh6$V0!=K7 zT(}1N#Xc-hAKk}e06Kn!_ay|oryxO3>Kv(2AsBTJ(JtujCL`ghYFaku()mDN`gUj_ zf;xYznR?x^(b8`ht8M9-FfnO9Uzm+or;-ii^1~aWL^ymG=BJ=Z%y_Kqg%Ug8G z45MHEJ|!sWg~E&{&`5XYP0!uCuLy>gPf0_LA7#4+bcmF#o(HUMwHwhYb>Ln+^CwDa zxPdMudE3r&O(=C>jdyQkOt{;~b#Wfw@WS~zD}bD;d-V19;Z?@L?@%<2HqaA)CE|Ml zR2GG!aXX*bme%g}Rim)l7^4C9H_xT5O z8Fh1>hR(AIi9IZuz~j~2T(|L-#iKJ9$)0%(ZnbXCq)W3uN7PfB#BpTX!G<26lEpMg z+MLKRESwu|1ANJyGxuYoO1nBAuU?KJ8#udRaD3lawQjyB)l=uM zGw@n2iyU_3@UoZD`>l^T9dUvXO-(*;xlQRs(}I(D#IZ*cr<&8a`$w7SK^@dJzr;16*W6eO#FiF7vB0SnItw(q~#cJV!QsQ=NL2!su zS#chz!Y_7RjYw2Km3D2r+q1HQX4t(JF;ekxs&vh%ep|S2_0{PCSqNSbgR+F)RG`^5 z@#A+LAvMyKbY_pIRCa=q8qNXw7_@0XQmXeGwc28|f`h zF|5tpo`HfgHLeU7YQ9;TFO{fAvAw7>8L!3U4h*JXAp;w@Dj!cGh8zS|HriQLGXPF3 zNM|}+i%XjCskbH($ns2MUU-Z@L$c=Ka)%%MHn-! z@WkxP>q`~K4VF4R8Tqdc%$(Hnb^bI>*jKtnq9^$k4dGs~%|mNE`eZNIz;-+jIXt{7 zG}6LcpO!tpJ|t;I$o!1T`CT@%a$(D zoobOesXxC*JTmD;8vTfhOxT^DXcm(tNWO2JpDNXKX|lvW2e#iZK$&`Vymof4xDd5t zSkDv}w=i7Y%f`jP;X3ChM@u94Yml79QGtwX2g5+VLT<9OTN6-yO)Vy~7Xa;qB?| zw#Geecn#)g>zQ|R2~U--v-EOBNOIZl+Dr1W5*!4i@t5t&OU`#7){Z7RJQ6(cpx}@< zV|r}39V>=+N>!Mn4bTgy7vDPW?$^v-T;?CVXTaZ{-Skd6J5Z+`ul*K&05`nrw!e?a zi8M96+*6rH3Ie@j34DD)*!<-4n)xk?vbXR4-S6Evi5~50Y7+6=vsX!xi;otbcz9HwyuZ;!(Xy;> z7lVUCeXe`}9?;jt1vPG=`+JT&vplZ#o)OQP;EcII(|uHuMRSJ(zo6VS|jP|9m+8{qPp^g9W4wguXQ?SI#+Fz6SPhl{a!-` z5iSLyc@1*WA|mGIvy%OS0;(xR1w~v(yDk%m5_=t1eU~T^+-SH==VISWI?IN@yX^KO zGP36?$5YFTKL#8qP^cbIdw{O9dXRx#2j#ebcxuSNUtN2QUvx-~%jz}`E;`-j?_~mS z_jM<}wzhWb(D7vv`cBJjJ>O6kw(EAP_S|KkwHsb#tuJQJUD4S9c&F`+tp~&X7ZdVH zY+2%+89sKpwnboP;Yg87r(xbw|EcY2U{$kyH4MW7frPhmU~p6_%viNc?)-F+vVh)? zZfry`t&l<3pa->MFA#kT;+qY))JOO`X&jh9drV$lEZ)uh^&~ke%dSNOY{o)~fhlN> z?m4xw5|)AcwW9Q)3`aGI&`oG2G1Z zD`2&rQHz_&94roqwPdox!@$}QF2!JGH9rYf){_KOIYPNiW2G{zqRE_MPz`ZsX6N-e ze~B6(QckKB>JHYj3AWB3_Y_Ggbi4h8d|7S(CMbuda|KyYVixYN>_~gAZqkrcDRZC? zf=VTe>_!R}8CYNZvlv zY^zITI(a;5_r~6p>2s-|9OOc=yoMGi7htygK=R#r9~}Hpmx(0NTwOEI8`NQiz}aa> zRiz9<`k3qf^r9@tUx9axcF0Mo1Da|mFxO)V+0zKKbUxt``BH7263?r0@6Tyx?#Qo} zEV`cKBf<1KrjtE{-amRvFVJ;1SL&Q@ZRdWX{{4GQa zkN{KtuE3{N965iJ)B|+1emH6muzb--d_%FqXh6eNF7X@j`?RwIt5Py4I@*6n576;Yt#c2J>K?$<;k}m1HM}Q!A zX|+G?+q2n3k~P`J!TiJn*Yvsd+C?6APsSX?VuG3)7dYukgPOB@t78AAzQZU~x1e-} zO>G9Sy_CE8LQWmd%+cn`BPz{yjPW>|xI4IcTb=?6%FsQ&k+W4o(Hc#qN4n^cne{t} z7G8KX?Yl84=9HxdPlZQ$yyQXtv5+|*5?mRz*C7=7P5b+B)cjLMOvMr^-sQn8o_^BS z)mdbIc}z8n2<%=U?G0g|k^dTg%b~0-?J;hir@nuol-~-2cAjne=5OL{RFIErLHOH- zHEa`x>k!^DdcS7mBacY_thhP|j|{!L*6*8jA+m`65V!|MRgau!ZTnTnUH%3wMLxGj z6m&OjTNP`JMe0r}n9~E9B}2xI?f6wK>sJ(53as{CEswE>*jXBk{0WHVqJKx4KH4fu zRCGFYP5vwTR37h6)#$wQkBK)F0FF;~noc|az}p}<3w0D?=l6YyPwGs${*J0+fNCok zs^7*}`em9aGOiKQy}bUMBV!EKTxJ8D> z5jum*WT8vQD6piMj&NCTr`8#Kv^@y5^l^ocwod5|oy{?wSGXe!vyda-`;gsA2oQ>^ zWDDO5`m+!c&Jn#u)8hzc$Uke1eb`VBWle-c<~)6Lv7ty3)*5S}cNo~s8I??YYbd{j z(4o+hv@~PfaY#CwmTq6F2&;zaBoX}Y9_Gn67X>D8xr`Pv_Mb9}NgWOi@Sq&itnYL_ zjePPgKU}e6q52>gjUmy~qnUydNO|PQQn2kh*{bG z^FkMiiYoke_G zkx3Usdg+3h_;N8Oc7-+d<<>debrG^lK;fzR*MkVrxy|!C(MGUXIv`?P$X467*Jv*O z?x=5yVPXnny1R_Zja~c2i|i>y4gHCyb6x`wmi{6yqvL~JQZS0ICS5g=)5%T^oV@4)G$@v;tLnG7WhGE{G+-$^z70`+z_DZIRX>2P9WmXbtp88zZ z7Cfn1>l|*vi5j+~Zj-%FWY`h*vh3uOuVAptN#Wkaz=U_?J}%ws z*%pkRkt@XdFFQxk5MC6fPSYS|@nCe1B0oVgOn(mY12fWZG&+-{>8)w*^r|`F+B&+P zVU+&&ZGZOZ)Q>`*f%V61$BnGmksO7+#9jKG=R3a3I?z_j>`wbcbX!4d)0_%P_{n83 z)DZKbNbCMx7zA~bt;~;0xi;Z*YZtPEMvuiOAl(KXLx^$4$u9S+HkM#|Hd*(?HkZ6V zYW?ska2g%{AIQ%0iawl>Scgk5gesTHiHvgrUzzeNG&f1*_ZA+gU4QhSbE?tgjl3%DB&&(vHa^GzmMmMAiX+|qJ?4+ebmU6S>bBHSiI zB2lg@d^i6ArcTu78m!r#72;1Z<%Vu7V4lFdu6sg&>XQaz+l~Uybqi22dY4lK%Xmoo zRvQ>{^NdbDCtVK&*Rp##soB9*;c3(?_Sj@sYNC)a&Lz> zD2ek?wh8+0TjPFonABNG`@{3A+-aInHyc5-)gX@B?pX?};GH|3k zD#xF`HN-k*Lz1d2dXq>n!W-_yrZ5>@7?Wm7txf#OMI*ABJ#5m#Yp(?0Arl;FPv!mi>*0W(W+W|9`#O}mZP77)T<$pCJWu)7VjY4S13XfI){2ifg? zXzu7ZS+?qCW*c@_c}On(M1fs5oDMXceFsaAdTY`Bl|;YpGBTqBBfLdtGaxTlD`@|r z@2fT%I0k5>0sfLIWoF!8*~@}>R^-6JrNCt6R<_C+=(1CHPqSOPb8~x%;bV~_juQI| z2{Bc5jN(N-<&LvCURMJEW48oaX+m5C1CG*($qH=Cu4o`0yj)8Vf29la>uny)v-Yw4 zl4iSoFE7S9z{Z9TzLy_anzkhOc5kZ3(SH7!?kz5xMc3bq5be+|i-Z|dBa+`e;7gQJ z@kndu&R%rp$!uDWPF9VoGfH{M8@j=Lde`I(cxYckxlSq`OUp4Pjo%)7RtB82K9A-I zIUd5CwPfKFQXu8z*mKG_{Rg&onwe|HCn@_3wIG5iw-JP(N)ut{n9RqqgZ4Hi6E2^B zS~Od_=h$9SJOJ`F9b4CDy@VEnT^ijDo;26}OzQWwW2Sy{s{{>Jm*9UA=k2s-iLs7HFi?g?FqQ3}#z|%UXMVi%NB&25!%RDE zFj0|zUik^Vel__*?wdojpZ}S<-I`93!cJWU-7RdD)^WEkZNHCK1N^&aID?B+2KoG& zoWnUG@5np1bmYH%!pqD2o3o-SzqEXh%!CSH_rRenW?aX~e-LaSTP>zQKqTtL1_>dR zLvZ4txBbFGQRZWIQ@kgHzIwkPBl&>2YPNzhZz7*Es$U^)GbziZ*Q)t^f>hzZ#2)~XVFUkNBn0t#?L>H(-MI#Y zKRABXBz;iE<{`TZ1m;%1&MNQWpSamM@z6WJlt;ymaec?l!d@F2Ga%AEF}BGelUF}c zzzOh^3Y6nD&JHlRrL9OcZ>vj1FJ3y)e;G9r&FylzZ6rBl>d>Hi!k7m8tVZnNYDZhSvV27*-v33j*g~M3R&C5^-7&lRyzit!{Fj8+hY~uL(yT<5c7?w2R=UHw z1WLLKtG2stW~5}^HA;(YuMmkq_4r3&K^H_HpyU{R)81c*U841N7=41>75H3;$bA0v zdO2W7c?^r?8UtE(TOY(Dm z=iM_%UK02!q0gP0?bUSD&LQ^&2G8JMSiQ_2563d8@t6)Fe{vB%T{m+@w(!ETc$4rE ztm)InpYNqE$rRd-k(*hnBC90dT6*x{lQ#i6=5zB*0-_X_XF0T-v@+5&cglqN1^PLp zsIm-FkvPaCDySMm(nR|d_XNj7j{Qyfmtqiwb}YxdKT2VD{vKjO60&9oO{!lglI=@d z>HFGFVo`dmn|b3nWQcDadiey!l&3xV(bi>$fs)v3v1ynQ+K5)9OusWG>W_xIg`2NHM(*0_9y4-lGt>LFY8?*<^togx~P8eC%=E-tY;n$U(;)=I^ak`teG}l+<;c}0? z^vCSjc`@kx8o4aqdM`w`Bp;Uq4HL%$WZas8T}@|x6zScRkXw#(z8T(DZZKA;1;!#B zD>UFwvDwpNRYQ#wB3GqL`BcKnRP-7F40LDVPRHqUeQ|UZUQXx6HbOPq8#=C%=(5O! zq}Q8?_=|~4Tt=a9mAJpKIys(x-P#ZTgGaLovHuiFlq2IKUNYJ0?WHay-gbdks%u5g zw?|F`mwaw@p^!y8zGWx{*phlL2}8iL42ZU3mNkC{yNlx zgO8~!T7k=%En@$X<%kCn7^XU=+0_3=he*l>pn3DEivqmiRV(0 ziCmHGWx1kBWmvxCdQ44618f*eQFakbrEcC{ESkF`QNY-J^LUv$t25J#P4Ru274@4m zsk#>pZrr0+Luv1``X4}zkxDnv?Y(9w zVKfrxDR9bfwS#ym#d=k-s@E=*dmLn8zO}@snx(c)`pYPzE#!ayR+y`MgYM+d$}SlA z19&)OC8wfsc82@aM=~Zp63$NV|m8_!qW!%slIz1(Yc${x9&lv7dbS-@p|v$^j`A5C(LzJ(f?>Aofy()!YsJfFR9oYS$tAD zY2Ut|!})cFl;thh7ZB(uA}M?ukXw&zXIJIP8w8{kgn^7Tb0j6dns=v-3B~>pH|(mG zl;Z0Fm3{pUZ&}GY9@H8Bcz1+>j=Gg#$oj^$*H^Yji@^Dr% zDy46WhD#?l#KwGMd}DDQ{|}0c{eMtoOw6q8{~s&HOvuLg|BwD}j*N|yh57%rxy?51 zKaR}1Vcas|7D5A92#npLMCCueOfwB!JxxzDZA=6ziVzQEi4d=dn9fx)l^!V}DJ?Co zJI}e!X|DG_rtCBG{m1N-gXQk2$7lUHHYD|W(aph?^$!g!I`AY=3~orPZm8?QD-;3- z5L8HWpx{3rpD`#}slZ<-H~}!SbC3%G#Rr(WlHLKi z2nXhkmliQ3xEL^`;9-IzKp^s(HPx_)=K;=KUoMdyJP`#4ng?>a)NCoef3`-!m2|Uoa&LNp|tA!UhXkOHZgDE98kcbLjs2o85IFBiekeiK*)gL|M2ASqdq8b z73_zzDZyI=JnyS*dw2ZUpXB{MOC03y?Sp;sq|swX2Mhv(q<_5WM|MFXziYgJq)-0{ zP*=c!TsTVs^aHWJ&i-4?@2{gAEox){RUvL-zg?(GL-N@ z#Pme;D38cT%AH^0J5iuY>4@onzF|fkv{^5e$r-_bTzW$~M(p|(k0?9`c7L(Q>|-&3 zB057lj&>M`>I^sbHHJ;cxeX7}S&q6+9ibi5AHHHcDnWYv)1#d~hM4@a&#`de9yy`37_~grz@jam|{RS2FsWUFpgd$+d9%}58KB;O=Z==rd z*`Xe+Gu=kOJkqgHGv?S+MGCdrS()e;AjNbK0=sgQO1b20Kb3U-wn8z$06lhB~>DeAnzd}%_ zF}Gg<`q?1r@o^ma>_{J0Szs=U#X2NryzPQM0KQm%Vi*q!U$!Df+x>bf z#Nt&WG`OX8S_{TIqox)L(Yy<-aQ_^yt)ck>aiu_i?B5f=TS{ z{W^70Mu-40k#nNktG$@#kCLDPS6B7-VZ~^lI*3-9Uuv5%Ung)!qTgKJWujS^&8XJ% z%&q{BB{%)9Vx1%Ap9AbF-aKjkS-^JtZ`;K`5>g{NxoeJ*hs|D$yIKsKpTDkJ3{}uH zX1#CY72*07(%#6fmiGz2u`kvr`sx!^8!i_NPhQcN(p(DHl#{gH|~u0&3NrZ5?a%l1Tp2{&np8G$lbE=LhlqfH^c+lFU2vJBy4|0StwdC=D}f z%D@ZGb@TBP0cmT$hMWNC{s*$P!$?Fh|7APr_Tjr6Nti~GA2;8s8`jg7`IAA#{lPlk5 z53PH&|DD@K7Zof3)=vfPRmJ=ajgMzlPI z!5ocp)3bX+`=UgdHgFrzE0QO~ZF8=7s!XLXJhrC&ewQ5CCsclUnqn<4I%@4BlMZyH zGb7z2JZJU;H43M&^i}A3=mC{JmBWXs`@&<2j;UIB3!naS$3-#KFvF7f?W}9z%HZc+ zs4-NSpxT{}%WyX{%Mq`TCTgQqv72WBlfISOfGgo<>9mNvOnCUqhASO1HE1#28hC1I z!qb6D#(yFwad}1}hDCn9FP63UATUNwH%fZrNTe5ZC6b51a(K5*|8kg*)0j9U=4@DRzpO&&|m4BY;E5_+O z=l3zgoo9VYBYgk)3p#l$-Tbpxar_*OrrARq%hJEr=NI7I5+4^C>PUr4y?SVy8JZti z73k>P5+nD>+$=5k0;rq*(bs@?f_H%D{U)Uv=>EN-dV%6JCLF)xZY6dNP_;EOME2Fp z$RN6>Y9%NgF!MAK#y>1l8n0V{>}*(!Xp$Na7!922v{j;@yqS7UApw5n$LxqAzj=|_ z_TO4+FvujR{TdMzQDUb`ZfLx7F?EaS9~!7dlAY=*Y~*KEZD%7lZXi?@)ORLhx7%My z4tCGPbG0y9UE(!cuJoZjn_L8K!ou9kid)v#oS42%4&+Lgf#G9ZCgADI2JJ=2?VX^` zm8T;%%h2v>-*DPxd^K1e`e@{RfI%&1-wn4fLp*3sO`~WKxZhbD3PqFLa z+f3`T7|L0xph!4)cSLCYB3c-NS^o7-lna+b!dc^?yLUVo$~{y(7__WuFx)UjRz}=d z&M7qy5t(C{CJ2k-K{%5li$1(Wc13RialYel?Zno3eFOOpn?UhL@`-p<6F$G~ql6$d z--G@M?<-8ofFwJmyuTsr_am#elR^NzH>Jm$JPP8^Bs{+MOeLWLpOqKOpwx!GFNTwz=)+xGe z;Hdgt-F7pOQTd&i*Es6UCh0*DJndbACkN}$-bx#m-!oC+0xCle-#lQ% z=ucM(iVG?`zYWPa7e}7qLdkuDkyqhbN@K5p4uOwd*OV{fh#>QUY73OAg7V3&3?-uH zP(AnG0qKCbe0%DD5lH4bOp+GHsA_8_7$XU@{SPwP`?q%nKQ@YI)VlsZHta!FRc}Ow zWKY0XEY>18B*SRz#ZvH~SclMTm1Ae_T#BY=nMB|>$%n)%GjKYJH2dNErNx>?+M(sS9t&6~}jAHHW3Eygatfk5D zXT;{!qeRR|TkJTO8cIk8FQbwyC>CSLsPJ()7UE-AEAm|e#0fy_p5s&n+qML?6nu;v ze3Il@+8#nM`S=-Z;UzWVyuO8|x#pZB<_UYwF>fy;B!?=1uPe~DRP6ijLHvQR2Q+KU=iX4;-H7`zG5gtj%152|^T%7BKCq6BWHNTA_#GT( zl?}#4p;(YjuB#H^V$s^34$nBqbkM|owj@ZGsvJv%gL&qC}u3;KCZmWOQdMrg_kfKIG%|&)G59<#_86{U8d~^kx@}K$ws58YSeh5(F)OrTK&3$ z7HFA!onUK?V7rOd;%XOyu3abD#!WWrEKvDTz>yw?eo+%z0(r zarzEEcA|ys<^$P!*E3B9=1Y-s0?rW%nZ#6XXE=wQhj`Xj{k^H;TS??3l@NaYa-q4e zn(KJCWnJrE1MN^ogI)n_dn|2y&RTpQ5-W5g*v_*lwSCO8!>rpq(Ef~j4)ZZ49Zy4| zc@yH?*(@i^U7n5S;qB-o5W8?=A}x~nts_qZLJupZPW1;XI`h_InhPJK4vPf2ANc;4 zHGE-BA%5KbPtuO@EEo*yv!k@$*YTp@HH5X;gH$HOWJd9A3G;8&FK6`m{x~WVqY9#}tyA^fT3e*=YV4_d5M31}GCu@TuuS2mb*L(-caz2tV z%QUo)Rw04W#Yh?mozy$bl|ERGta5d+r58NOCP&7KztoDZJuNErD(;l;(PYaU8DzZcPXDMFhvR}3rktL^wBfZtqeRXoU?qb!;vD5MD4&j zyC2RMZ=Y5{*jCVw$AA3YNL)6xhng2QZ=j|)F$q+eabqPXYIOgJy#Y7E+>MG_hx-1b zX~5XGG4z@6QYyYx8_KxNoIz%PKQs5ZVulw}uTHib<ki z9(N_Cs0+kB8R3O4>4ql3%A-^d%{T}(B7t-a`7A-#kUSfe? z;E;ATF-8Og)q@XPeRy8Rqh2v8{BN4>8N@=zkLFspJa?2!Y$SVW;7TbRGf$pM|v5P9||DcZ-YG%O@-^Qwm+PQ5^5$K7G7O1Xw71+|06;-jVM!3H7}ojw;bat_7s`5%Wh(v;V{T`Z9c zfURBkh@B1&-q{s|tDdN`37j|YWa03kC|A`?!Im`jnIS?^UN?yPcROOY_G63*k7{@I z_lu3|R!;)~5r=n0o1JnSn5%Bh$rpdy9=7V<8| z+QMB*lRrgFNG6E^otUHpS!g>_bUa-M((K+0E(Ef>6%eztgN1;=)5+lbCtv^z!3VXn zx;Clw?-$Xu5Rvg(K@J}Fa~M*{7I+tlUt(?{F`y=PMIDWd zFBP173Cv*N0wBi_!Cy&jkQqK;|7~zCp;{vUmX6Q>US1y{ zGaSqrt&r&HO9Yb_j*$zi(F>?R$Hp%$>AgkewaG!?BPi!lASX~-TRH1=*Ew`PHaqw))yd5=ig0a#DQ0Fs zi|aT3Md24V;ywSc8R$n(W*6Gb8W@=IH=pn~8N{i%{WskA)c@)GcVPg&?Z5fL-}1qH zC-%)D41Ru}X$A*g+t8Qd)?RbUC!Pc(uS=j19$Pm{#xgL;DS( zIH(_I>|Z2{0=>U1?M>gth#(IEng+D9JX#SD{xxuR{ncq@E@vB9XNSYL{SiIF%ll~* zzb&8iit5)tNgM)JN+0!``$_;Duy9_odO0@;(jB+5D}GBQVp5rxn+f$(oooJNup@-< zx+*)~ezmTy82)>1ZSCY7c5ApUeW}@ogr@GCyBX74ng}L#jXm{^oFZm6d`Baq7zv5O zBxvXdBO)+&Npm;VsTIlj88_<1?!S_;1Qg1_uXoEI;vR4QFAV8T!`pUcO8B@2Jk`3U z_>v{JFHnjVJ{e#$j5dIYWWF&b$iJgaaQC8c#2pUL&5<3uF%^i#>98KD2xRD zGg$ka_;L~q9&2@>sxtMsm~>AXW$h(zU`MPH$qg6!T3$p5JsLm|X@5Pb9EvQiYl|9J z^Q{gjDo^5artv$whT~Y})(!Z6Aa}AWP1>q$V);J#{kb&O@5j`8%}xJVzyn+&##&pK z?#^Y;xqeJWx4C}r;mk2+3_}zPCTO_mW0iVDXZBO{3D@vI|6d{J4h_Z=nZcKwzBk7| z7*26Y>GlF!(8du)nJEKbET`+Y<#bqrrLJwcqoqOeV@*v|SKI&l;apf+DgkL;D={TU1^Ic4P#VJT5hr9&F>OIsB%qG*JL}Y3BGcr@PGxE5OrLg?J^pEH8*n*i9A5!J) zDMNduo87tl$ChjL1gll~TlxWK;2;P{l}tVsR!NZ_l{Zb-PJDmYI=ZRsgf0$S7Q3o7 z+}(_VG}+d;*gt7>b^Wp$`*i8`@rrhyRnj=pBdw3~8~*hc3bS2Q?F#b0F2Tg1(QdH(A1j~ppSFLk`FfN z$`pO$=dQNtjs2RnMloK;`KONv5cZ26y4bL#r|1LZisj)z{ZD03`jO;d*;tgh zEHfJ2^|IdLgyFXY730@+PrY!k2?qB=e=Nk^nOlN|nr-vZHd(@{c;kw^a((3u^}AOR z%V(pxV82p+rN8wgVr(X0h^y8)GgHiS)N>0F^JV0rIW$uxFN(%&W!}(A?0oHnWDYMj zf|)F)rW0u1<{VxbYl!^x2OBpF3}4O3iT;PDq?+o-9uZ)gX<(#1BZvhhqz46#4Cp;5e$u;UhNcfceSDX5U(* z8eh}t{o>|e&KYnp1%X9$uICdZ_9{Sc{Mp)mv_I! zda}s=tQG(LDdG3vP8J_X^!I;taAmZj8a`TKGPbdXkSr28OKI^rg|#Ox1)_`8K* zWQ;C>+08W_w<4_JsR&mOzPtTKr<~$2%C|eyjNIky(3N)iU`jmg)IT3}`k>KS)6NzC zLl25ZrCd`XQ^1r&|4e6rYQLp|A00JC_&PO=_YkvcGc~UWYe?Q?30E+s>eniuUlO-; z3EIuqr5~q53RX2npjf~EBzJP}n%06#l!YF~Zbp}7*<3t>4ajUL%gme`?<`$M0C5ZP z`_^$CNn(R+-Wm@01z}h}Ct39LI?Vs&fQ?Q3| zi;p{79iDgxwu>BK%Jf`eFw-)(y;SFn^`_8jvJ`8oOnxuTxjQ)S;p}ttEoZ#c21Hy1 zMNB-%1_2luI+>RYv|CdC96rgCDRpVFKvRA-75XT@=E6aGbAN(wkE@ku+T z^AzQ+!CeTD39*e_9`9`GUYJ+runjiP(ILM+>;;Sb!v}c<|MTx!)(|lp5wbTyKWAsT zFFbzX$FJB?Ajt z7F>fna221th>FG6A;gbyD&{1K0ACIBS>Vg)3JS<-w zhU^5JY+F=Bg35RzgJla@DB*?KQUFHT{5Md3HM+pT^sP93wwnO?l1X5%&LCQ4WFZfa z*bfIHTjJt8+{iL_(!0>g8h+NNK>9PLTNaUU`zn!yhKf-LEC8?xX(qX3)Iu}Ap$3m~k`^)f{<>RiXU4Oht z|FjTV+o~RDoz6I`UFPF+J7tNcd1VE=*6^#g*=b1D$p~lrFO5ue3_w~_8^t9rKIKC) zr#lK&h9e4CS)KVWPLC#Guf`M)61`_yy(I7A^+5M3K<6>58mksqJ{m9o3`D!tMDJof zFD4VARc4LnJ zf`yNyx(7Eg znpghUFvKt)8ijp^qSj@vaC&dc$!TSY@5wg~iMFtp7S==Af$KNs?4P2m6Jk0|=Cv zeh4JS$8#1gxlKZIT(jzdE&e?;0`h>d8_semej-uKot{d%uaG#KP277y*_>QkYBGQ% zRh)IHnz>;ziSNn>MTpKwh0mPDMKv`GWK~a_t^Jm=F^<4fkEqL*Qv>%V$eLqP85@gfVX05dLe%P90xSW*9iHSag2| zmLYU=0Rz@3t|%*X~WkK$WR&Z(}3=q>MoGY1e~I^es4G$@a0U;0D^g z4@zvG7xh|ew5^Z2MgPtpF2!Hun(rIX(M1^lMXA!4q*P9r!p&QiQY=9C2k|a$hN%mF zBGXtSOMYBQqU|fii3&K@%!xLeR^X9`(sj6GfS;;n9j;2-na~MW%k_#v#@P`{;1FAG zSFI?Ap1C_dM6Z75>Gwl6b4PI&@rp++IM^rd3M~`&HnN0k;jjTkRyQgaPSu>lJH0T1wanFE^_Te=S|X7J~Ibr=NFD8AYK0G8sAvwXtW z<&)~_^fHWw0O=i1j?h2k88bJkkiFpGZtII+Bv47dCqPzGu}lR$eAtjplAn|8s>(yg zG)9w{204|%BSBjO`D00es%j=a#c;@Uf%`AjEHn%QFWzq0IFnXcVE0U{k!8<=+nhM;b zGbv3$ruJD=*TE4f3_ikvr(XGscV0lUJVIe8^dK61>!9N0!4dTItFR8MFZL?S0@pbao9(hTQ(s z+MZyXNVS0DHx2v)y~+g$!O`1g%&>0>SS-nIR@y09dGw&oYhvyz8CQPZib%W*BSA5V^7Zpz=+Oc?BDpPoWI@lHS_B!O;!#%^ zD8WgLLTi~_)GTt=i5Kr8(H7ODEob0wDc-OshYnn2&rln#nK!TMB?npe(Qb-ok*oM6 zsIxE9j(7{k9*nib`J? zlx2!$Q>wiu8JQV;-S^+_pcJ_Gz|qbe(pjjhwFQ>lF8^|+U~TLBxrct{$h3)$ zd%)jYq77w(`*pqOE$7nQu)LUonWk~qyF@i6pHG~Bn1_0XZymrM%fYjxc6XJ-(*n>*M!Xy{lOOWl3 z(xhpyaPIQZ`%dX3M0^}Y9`NmgIGg;16wylMS~|DYr}1d{+?bfSsZqTtbS zB2hGR#i`QR!uYzc9ID8+k|nr-jyce3(b-wqpsg_CNU~yyTDcMshBh_@246cZuf?^xkVaGfn2!?CETg+c2}nOOxTwsQ#8W}?)*6xeb`0) zGlTzL0qx+0Tap1bkS!Ltq?N)L^<3s?;{?=8L}}wQR2q|sE4%tiala7_DYvqHD0eS~ z0HEpAtuS(b#G$+8sz+v`#R_j(hG9$X58d|~$qy1Oy%4Y}#1HnN93Q>>t7d5+j|V+- z#E--5-#&h}`e)!YJ!wYK&thpewIhlvRmx>?UV5Q)2?VuZkqB+&^F7YYN{}eos7+cz z(R<1J84ZL+6Vwn7S_6H)i8BVO?=D;>gKsh7EJ6tgIrgIivy40l4-$VHx2rXJtlLYH zqBRn!r`d+hSAgENf|KmZVdG+8%Lm_xBkE+%;W5JSLWNDfUUFi>ee;-jPjap9TC33Q z%7z=-LH~?2sntx7l+I@(<41KfAmw+ z-49HZPrh0+Awk0K9EdltuvZBZv#Y?u+xX}AWA8t1WEALjQnNhV0Mb6iBf32+ zSbDTddZb~LIqp`Y=hsdVzCe@G1p~2rUzfQymY+)Zq{@Y_iuSDR4Mp0q))!5Pp0s`_ zf!Ypiw!P>Q1&peSZrRiWWt!bD#1ox2GQnymdCjq5eYq`{uh-whcC-t)W&>FZ`@{oV z?t+_&AmrJb;oB^Pn}8KtmI++V`L^mlx6X3l&jf9JgYCxb>pM#hHszxWGg@hhNA(U& z!N0Fjf3oG{@dyuYnoX>*|9n|Yz1NbTX>5f$c}6Z@bW5axrIdLzY{+sO0IN(VFxS{XM@J^EQgwG8h?m}HpRYn&r=zzrw80c~OrPwoTd5^C+t5hLB#YePMmav&7 zsy{MC8}#1R6i+Z{X2z#xkQvw2CzNiis9vcagWEYix{R zM2hB`d0n#LtHzmKbL;1oCfnotL>|hoyZkM}gD1VaI>#KebQS|Ol!~<*bA?egm zn7>``&wOhanRi2EdcIj`hx7@_LLt$ph(Q)gL*ZjqMs#}gxSK}}49_5Z#f3VyjbLcp zErWiPHQy756(&z*-e-rp!^W)(`651&w3uEgYaSp%K7Wc4(lmTdJ$Oop5mGzYGKZ~y z>F3X5rHhb^OJA&K!_L2~%+;zE8FD-90Fl$bX8qL}8(n8`D5XK<^Ce zyc^uV#aTObw4Odj`%Nuk{_5nW$xjRk?$W3uF6Ax8jIM+!nZW56How7ST>KL8q_JV4 zmGtYGGtn>CJ87$A@U@M$kCI_g0CP`-daC1nuFu9Pnxywo+m0tc;z7GqCd7t0T13c! z!cNvD-Oz2iqBB==vGkYBpG=A%iyhVr*7Gwnl1@AmjY^AfdMK_O!@`t^fnIiDS; zEo!AWgR1?5s7qS$w>OhSQ?}7`ZR_3Cz6s?-lDP;`ewz)sCEqWL2&_wdP}z0xFW`R_ zb#?7%4lny-xM>C9N80JK6CYEH_cZleYm7qFAbA1t?qcfgjO{B7DeM=we$}0a2!k32 z!dX~F9j#^g9$fj(l zI<8;h^WZjhu!c3Czc6_vHg6@A#go*VokKmuM1|U0UHeD&yOQiyFONXGc_PGmWknbN z^*HJ{R*!e9+|oHxAq6{Ne0k>8n)L*WAX(}1+PnV9+4iP7@e=H#ipE~-AC<~Q8+q6) zHT9LneD(<5jLqaY&d6blG-1~}w%Su7HL8u;@ayR$2r#3-_dEm0;NauEr4ld27|$xK z7t{Te-VButM^p)u=r#R@LgOI>#O@Rmd2Ta!#yr0-_88SKy}-jKRkVUi&GPA2o%1sc zKZr+Q{w`N5>Ft0Q$6|-%E6_Sq7v!>8?ylm29?_#hU(1(F`WeZxR`$<@u&s94o%&jn zrnGc8>!(ODq2JsZEBNJG)*KWZd7*Tle^cm1DfmpTx?k|NdxAwmN~K`K?MA$dVro#d z@6GVfM~3(}s!qWx1;)n!R9o$nAdZOzyLfFPr*>b|DRFYhzMmV)zCF!RRs!Q#8MtP? zm~~I-&ecLm3>Qehx~BG{sBUnK=QvUs^(-2!{FRZMfAp0GHNN<%meIP} z{|PRx*f<3gpDjp`WcyHrA^fEsPjh&XFcv$YyAq_7vgq~G$}>K~+INXVuLZO(7m~OP zrg=c$CmY0d_~5*qNSCf#=lJ;ym91Xj5h%~jD!2R%k%jzD$GlI}?jqhlS7$9Mpz8wD zPT1|Kh!OOeP=LN5Uq(uN8|X^D(yVkg0cZ_!G7CY57ygroZImUo@|aAN3fQ`K*h90_ z6a`!WmxTH7J9!*XC6tD!Bw>zHW3zrSaaR@#ec?;S=v}f%=U1LXc&YDontFgEe2z}V z{SLAKp%lSjNXdhvRQzyYPbYsM3e2|sVsLxgmhzpk zq3^p?basf>x1T7X5mE;u>RBS3kmOIjEB7&vBj<$+IkjE}=S&W`n}-Mj z>F2#q(!EuQtOn!qwOWAXOQ~m=@%HV8TTJ2{1BUT4LhDK&wtI^4B`X(Dc-2LDqA2%&%c!mPu9+?hBBt*=ODDtMP;4 z%LNZtvA<{L1oJy+%cz^JMDF#=kBiHAmB6540I@Dw#7dXq&kSz0UGFDpMLKyym`pc* zyH~B9mrF&394?M}a!8)K)o}NQS3-{)UpdIFU8>&7?=cVCFw<{I)w#pwe`Q(^&kFf` zkDOlv&O27qBz1ZDIX(;d5e{@;Qn62qiv`V)9bx;|w-xbg1>Ku=X=WIQYTDnMD?_(2 z9mwo6lJJ+^(@EML|%eW9h+pjz1rYb{q8BiGV$+5`FtRPl<(rn@ z=}7Y1d8{3l_B?mdcnoS(dnG;%4=Ab38sNmTy9rA|_Pj4YD<&1uahNS0?|($!P~^$b!+iMWl6W{_vUuz>|E0!;rL2*eQ?!M zqy%9@&K7%S0@AVU6=tmFMGGIFD)(UTK{wb~^PcT#JPsiKcZI_Vxuj!zosMv_$=Emt z@!+T6VG>3qq4g=onppcW4fy-WIFkkK@tUusq=f5n!CA3S?M((8hp`ffV-N7~X`;nx4(9OJ@Z-pSi>cjVP z6BlKul=Ky3+RVZY$lfJFBS)iEK)rsmzzXXSn&{+Ujc>|T1cBAgktS*{OnJ31i~qiH zbERygnP*w%-~*SLV5=p9c=py&EV!KGqF5%w4{Ilc(xf6ovIf<=kEBm(G~)bLlpLL3 zsM2f;Mzj9r?l+SU{irNF?UfjGF=!vlcYj?q1hyw9r!^k6o$W^=;n!t{t1cSN_^jlD zK{NxFP|J#}RDT|yjB-5EJ>wEe@sdK24aT#0&7fiAg!kJj#3lveO76y7bX_cAtx_;I z^SKPEKd>P{Cn0hXu~qVf!FE-mcV$k}L0>+`R-<%3z7J|LLb55QziQr9u}j=#G@vtw zm832+q%(y{b2B-ajKEa3=CPFHGPj9=9QwM=L@hjblbYs=pzuJN^&;3oZDz}jYDwXy zAFb1*c&M&jIX)%Wc2TJzfi8i9cxwOLi+8PM_OF7gw0i0E8(<_xc*FH|-Zl%z4dakI z=Q69!&-Kh|i<(%W=Su=zljLA+>g$q7m>9Ni5qKP@9G!``mY1nDKgD}Zq?;gUdPkUO zRP+3#ErgNmxWOK=6uvCTb<0wTS#F_a*)A1`$*1C$u0-Jkul0-3?Z=w6g-FyOeKpIh z^Ug1qonhjfgAE3+b{XMa(SG_j!9r}(+i2!8rZ*!E16o=*gud@Q5_UVXn+Gv3VtGTg zxVfNjJDxQ*Ql=eUeqBE@=`CAQ(KL9d6_`#iNbSxz%^x1>elc(lwk{=<9~N`VPR(eAADW7LI2;o zg%!ZU&CL2=aijkpDas0B=lnnWx~O{csUj1Y+jjv%%X$%2bj=&1D0@Q`@8UsyBY59f z*vzZVkbO0j5VW)@C<{Z77!S-(muT(pu~ixvXln`vZ=)M@eB006-?+!0zkcvLxIYpt za7f@Zai?v5)@C^% zZ=Z*IU`y^G7<-3jg1+LwjHEF@1j8wc_i6H*U}AUVDvBFKpd_;dd^S~DB!pu_3+cK* zF{k*Bk2b&p*JcR~WkiEg1$PLL0Z75UkOzWV)KSzSnu=jTTAq#?oL4K84W3kuIebrTlq7Y#lTo5rr1W-?! zgoYt~5G(?b+~~yyBe`$ob$Ked9U9Z7OxLBCRlx1ZCsr@J4G9)+xG-rb$nx{P2e#fw znV-I_mAApi?|ENDe%B40hYMhQ3a}x7u6tAXiy9{RGhyTqvd$q|X;FO!A?`$SHx3H& zlZ+!pP8SRhp6TRo@I-uPQ3cT#2nmyFfn8nb;sQgS0dwT!cWyD$M3_=o6jT8fA)ZHS z_+&78uxueb1g@oy05@2H!O5L2%NQ~gkqNFbD#kFz!nThtDF69qxB&0AIp4_FK`(diaQ zrE=0@5Yot*V>&pXFH(e6f$2nugYjJ&2c%KJs!^@_8`xK%e~r*&-1~6j^*P>!vpNqd^;?ECc}I;T0O8&%OWXS zcy3B%X?gNe5Man61iTmZ{Q>#-x#u(l*&m!7B(h=56)oEgC0D?=eOXlkMaPAJi50%6 z^=wup#1&{?v(=knW9|9I9^0}ny0q{bSlHL6YmV7icOSIdz8#lTFyD%05A76SPTRkY z6lk55hQSTF`K=0)*zV*Nk_qV18@>5W88Q01wV1fYYslXX=}~J5OO3CyVK$1opW_}L zMQS8(9-mDlPIf|OtdD(v&Jnh4J?^wv7*t~Y^I-l)xTCZ9yY%SC8k6bUhtO%=xifgwFIh9XMu-Uydrw*-peP*SnQlnR7qif$Tbwd^v z;l{9&dRu-cQb(Sz6R*1Owmmt+J;?4ewhY&nmfBnoFLh6tMk^gbx4pdqn9lDOmltj^ zMra*U8VUqs2?y%X2;#4Av)WcuZ*;yq zROQuHDHN^j9RAj=M(JwS)@wI9am^ntTJ)~O03NZ3^?&}jWPA$-Lsj`kE@Y!$w zmG@eGPfaG9T^fZp@bgY^j}R62Ik=G=o_SQ*RvF zynPvD|26Z}J6XiHvkqe3#j~zwI^DF2Q4}9}O~@I=zeQ@rR)Lx-<1W1@$Bpa{kz28N4W}X(3@4zIvycjKri~R{FNgJC zYowGkxmlLk!QaUU$VymQeo4lsW^t2BpY#xM{s@CD{RpXa;_ikqltFcDECR=C1Z(HP z%}y+bOjAlS{RDOCoUJozJn-@7byH(ek{%!%ANq++H#Y~W_^+E4%t;MLN)HOOdOkLA zthTkU{i2PBWjMtw`L$pan6=+6M!F7omm%vWdVY+Zqp?dTewZ591+zV~Rq}&BemNQ~ zxMopTDIEX`B_B&hBK_y(E^v1k7_gMs_tzJ0*ZaG&b)h92Z~vk;QAwW4<#L z-DJ9>-HE5-V-X%o?cSS0>qf5Yp74TmJ&QOD$T?+OiBePc2kO{8`+-!0v8DtEN0s)# z9E{_^*&Tj|PhaMDy?_EG&Fpj1O5s2O2V9V7_Fy|(S#y;~2%xyy%=prkoIRa7jnk1> zG_oBtg-o#D-@hYUdEGq4hOec2{|maW*r*16Qp|m$JXtse$_!mN_Ji06Mv=cSo-VNx z&ao)Y{nc1><95IN?>V*88`+qC_z{H?B-r>XV&SkgX@(;GmYD=U!oxQw!Nn%pC;Xk0 z>D-eCli6GC(rhp4hj&Rf-#(C@poPWd& zsD~3JpJoWk6caRoioYt9OF5w-B@M@^6|N5aVXMw_Y(b7BSZ+IJW-{I>ufXB#`lRl4 z9eM2q08sM(0O#i}^b4NwO)ciE~{siOyCz`A})R?_!}{P_n|xU!P+>ek%V%HIc8q zthLI3E-#;tD}GE&po5DrxHat8CnuTXP03y!HAn-HMav ze{`l=dDInrB4YH**+d8E$yr&XKU2(Tm_nb?qf?iE?)WpP#=iCeS%o8Sh&hK-F3z;f zMk%Avz`EZuRasIIZkJCAimk+;h`i2z;l9xPAq)JR z_FB|mc=5B-0pbW@%w%Lb1Q4Fe10bUCgY|8$C!5Sg^-C`8zSMyopxjRY*&>IFy{%?j*XN?LK`1#T9LTd5+C(gKvD7 zS7&r)6I1$uIt+un+sJRoEQGWC|C6Qp?_Sl4&JL!oCLhe%G>)d`s%DyuEKKaoOsp)l zNI)T1u%&}D4J}aB3T$ik@m6s)wl*^Xf7C=iShc|)|749mx&Yj*z?J|@Pe(InXESqJ zpp2QPyMwc-3(dzE|4-1$!Cv%(l^Z}K%EQXc%FM#d%EiLM%FND8&&)#2%uM|uC+A@L zzlo?i8#y|fnSM}w8`-*;ApsRt#Wb13U2ScRjqL6JQ9#ww$_4Q8{7VrAfV!Ep%g59J zHYOH!77#Zp2Z)iCiQ~T%{E+`xx~!F(8Q`Bq0fn4REI*p|t{$`i8%HCsrHh#n!0kVW z;9z27Vx|3uQ2al+5B@!`i|U8w0HA`gwF=k{2`CTX{Gcuuw{ms?13;Xd|7EZP*gn+$ zzgp?1+Bzx(+}M8il@sJ^nCiz&c7@7ffH+wu)4&nt;fo0tD6jdZEI04uk;?V+-@aA^ z-Kk{tyu2AuTGoe>JShtEm01r{Yp9s< zQj>|(@TR2~Vz6XwCUi#YI>SJ+ygr)W7tBU@A{j-L!wgd~FyYNvUo6tOBNpiP2p60h zw!;~LsmPc*dqUJfrUSw!c+DKr2yk;~!L(1wk+d`O;;f-w_^*~TY(wtsAMvqsxs7Pz zIz17z=7b^e$9;IAeP7@)gGdyj0mI%txvu~vy!X!LnCcPp-xh>hq9LhAu;#Eww86Ny zxrn<&iQyf8^9NW=HBpgbrKy@?Bq-~;pl(b_RRdO##1W9LmO21o8WRX=AWV4GP-ihX z?a;Nn+_(Z28kdTnDtOW$Ep@t^lX%7Ky4aAwM+U7Go*`;7c$r|RPG0FeSnHthc=QQ^ z-|-1u?t*f(SUlr7?hlu)eo82n3)lN7hgLsoeumi)H@ktluD;Q)vf^v?W?*(w8l(GqH0 ztJE&;*_}%JW3E<1iRM&#DOpq7 z?s(kTzac2#eEa>~=H>m%$-D21z~q}X`7=QRQ*E=^o7P-wR6XK36>)G3$dv<9B4e0( z4D~bnt!8RDd;R4Iz7cve%U~d>*Ocj$AAFy?ApfNaoZ?4#NVgse!N zL2O!$=)$IildgP;AK|o}!jLBkF!IIBb2;2H=upZcZ9ad$o4aX%o?Va=81a-#M@`-g zDPzFfZKRb5_e0)i1isfE>$vvGt<+yzLwtW z)G1XUkm~iJNn1wvTtqi&U~r$uH(Rh+bz&2E?NlJV;JiQEITky9S5ni&H5Ru039J!) zyn5VfEbaEt;`5YeM_u2D)Bjq68_zxmGNw+PO5GR0>dxA1N;Lz=IVl+=ir2uu72Hmo zNIhCW^K*_YEaaP?-8Mdo<31?9GK|PL9^}uoUd+b zu27M)Y>VL(V9fy)&(kL1(!nXQ66_gEFUBuDCr2S_5<%Td!G4o~X?fGQ=(4oTE#02m zc{B)2(;z!G)Ln={OT#3JXNrH{w(ZaaXBCS$GTs)(F9f}{7(Xa<5X(rFO?6=JzkvL^ z-N!}K2P~-$Ozc^(w^yth%Do}4ldCIIDx$p8rT|Mu^lW2u2-ngIV5^!m{5%k9*4v9a zm7ao?EI|AQY`);gikrDEaYUe;=Ote1Ab;c~{v;K|T!|E44^c6@CXZPPUAQr=@a?}J22`kwAMJ&ESN8S@JM=JG7Lm-H^ z-dJ!bP$v}`hiMUQu5(e5ON#Z>>$eV%7J2Hq@^#eRca^ny`eIYmVxD7!;>n!8yU68i z!)}!~xIbAiDD9Pg7fDF;qiFX1=HgnwGDKO$!5&6M4qj3w)i7CIw%9W%2^Cr(qVd*N zO8iR%G?3 zYP2doyitZ3StgDvmNfPi#^myj%v|UYY5}4H3J(O7V@Magp#Wy&lOkN~#)KEkfnV$> zve$HfNXkX|Z}JBF&D0``{Urm40_E&d1?_p4zHyKARxt&LRE+G5fuTqrKc%4rc}lnr zz)M!}5yCJ>+XOyss3{R!qIfuV#R(+fT@()H;Xue9#2X)xXb&I+qrcLLo%MoU8Wo$S z7L@3>&=_f`N#pgF#w~-GxTbsTILga2O&}RKP9()kQNASNPvBwZt2t}3UU@246usqo zgtAh{E5yj1Fc47DO5j<~bDC$&DJtqH|3n_FyD4YBQ$GHE+L_wFMrG(XJLp|J{|#bt z@MiF&T+rMBKB#Zxq%`nB(n{Hzo?;q4X++vwABQh3LH2VkImFDA@q)8d$jQEpk68lNRsLz->;8OlumGraX`XrM5nyN4B1a;QcJku69ICXd$~#k z2X4uAu)}dbGdkc-l^r9J`C4Zh>^&y(J75(Ea%7|pAN_(>?ppt2+vvT5Ht^Xh5o1PVi>Or^gjv1mC)imypQR-or4@(F zH+_CW&vd?xDM-MNyRDPFGt?}SN;Qs4E~EMKP7Fg&8ovAZkvUV@LLUk+!faSxqRKw6&iut^BG59 zi(%m4JbG3T5Ipv=l^F+rFj5Si5uy+n$!a2)IMG-kVx;U$#Kv!re(v|q(dXxFTk+#v zD&mbC9OVx(Jh79JMGV631!yN2F6q_8+L0K-#^fBsq6;%o3@u%?Zk<1{j6Yhe?c?xW zrQTD!?xgfq#v5D)eSSbCxk^as9*}rJerJs^X|~zIBDqeVpI3|W>GI!gd}-87l3A*b zog8~x4(`tSta3`&TRI4+JX47!yPf!igY1M>Q%GEzJX?#h{(N$J%fGa^*)lOfaBvXk zzvI6xF)@qy4&%Ga)h{eo(D1ckM&xB}WycPy&rj)=nlmNXW7tH5C=BQEA-(@2sb~j~ zfYKm25h=YbAKJa_0o4A+(;Or6yUh|bk!qybfyAa$@Eju4T9%|wN$g zD{ry?`~*0bTzBb`QHNWH7zSKfUsZ#8ueG>tvYS$MWn~gA-i@%m)xb!W+}Xm)bT)7o zIXo;m&+8Obt7%E^o0aA$oW5mdeNw!LpBU$b@!2%7j|Y(=Lg*s2Fn80%x<5^<+Eg|V z1U-!cvw#XUgoaUz=O6k?;2#W%Z0|O1MzK8z&oNe*sNr#IEkE2uSNyvN`&S`D0hOJR zy%us05@o0?5V4z`LyQkwho6W=mX4d`lRF%ev@gNECS^Bfc%6au_VvrAxAIHm9p&Ls zNs|vMzN!mqa}yUpcySq!iRkrO)W-RqI<-E}!S_hQj4jnW6wbQIBH$^ULYIYTtMQM1$ zb{&|W9DO@WsR6K6*9`z_S(jgI{oJG31FK8)&&&O;`m=go`ZAo9Iu6Y3lc+@;r{`tE zQ+s~dkVxB0cr`LWa~-@A83hZK$`?H+l^J@XvB5LPB&3OK`}^=caEr)lAx_(Ohv~wU zk8-&Xr~SLbd|^sE{mF<|dVHBhulr&3MSk%_p+xr~?^<7pLDY0srTy9Ho_mM&&>0t1 z?2-X`wB|6Bmu2GUqGgoCxMwk?*T{0u6Y1Xy8-xI8qQ5VHp;K20k##+1t>W0+%|Q6M zI9-Q{Nb4y$@&5Sz-BSD=>5xB&VzwNAIh71On%+62d#u_0Pk@g5->we+g+?@$&CHR2 zQud~19snI?01FGV9uiQ+%FFDZDiTlwpu+-S1F(F2RCaIx16Y_jKZa2Lr-!-2N9!Mi z_)kj|pu@)|#3sfiEX2YkDk3Dr#x2UqEX*OyEy}^gDZjjO~n2v$(< zZZr2qoh@&8q-&7j6;(~}e7}1Bti*4>FaR-95;Cj~ZvQB`2scn^pqq)p z2&K;mipmHHNioDKHINScyMWHGzE(o#Cq^>>i6v<-OW?0({WKRvuFh^?zdjScz!(4W zo%b*~q0cwM_)n?|6|V!=Ezvh3a2$q^*m)>2Rb@{)Rhw9@lR%l$qexO2o1+qt%<<8f zOfp>+{Ieqjh%1EL^;YK{nVo6pbC?Rl!+$>-E?^^Pu*U}~M`Gb%<>25zqNEg45J&nC D(omjo literal 0 HcmV?d00001 diff --git a/Complementaire/01_Binomiale_et_echantillonnage/1E.tex b/Complementaire/01_Binomiale_et_echantillonnage/1E_surreservation.tex similarity index 79% rename from Complementaire/01_Binomiale_et_echantillonnage/1E.tex rename to Complementaire/01_Binomiale_et_echantillonnage/1E_surreservation.tex index 826411d..3f3fd7f 100644 --- a/Complementaire/01_Binomiale_et_echantillonnage/1E.tex +++ b/Complementaire/01_Binomiale_et_echantillonnage/1E_surreservation.tex @@ -2,7 +2,7 @@ \usepackage{myXsim} \author{Benjamin Bertrand} -\title{Binomiale et echantillonnage - Cours} +\title{Simulation de suréservation} \date{octobre 2020} \DeclareExerciseCollection{banque} @@ -15,4 +15,4 @@ \input{exercises.tex} \printcollection{banque} -\end{document} \ No newline at end of file +\end{document} diff --git a/Complementaire/01_Binomiale_et_echantillonnage/exercises.tex b/Complementaire/01_Binomiale_et_echantillonnage/exercises.tex index ff64288..eb78fa2 100644 --- a/Complementaire/01_Binomiale_et_echantillonnage/exercises.tex +++ b/Complementaire/01_Binomiale_et_echantillonnage/exercises.tex @@ -1,10 +1,64 @@ \collectexercises{banque} -\begin{exercise}[subtitle={<++>}, step={1}, origin={<++>}, topics={Binomiale et echantillonnage}, tags={Probabilité, Échantillonnage, Binomiale}] - <++> +\begin{exercise}[subtitle={Surréservation}, step={1}, origin={Création}, topics={Binomiale et echantillonnage}, tags={Probabilité, Échantillonnage, Binomiale}] + Pour obtenir un taux de remplissage convenable, les compagnies aériennes vendent régulièrement plus de place que n'en comporte l'avion car il arrive que des personnes ne se présentent pas au décollage. Si un passagers a réservé mais qu'il n'y a plus de place dans l'avion, il faudra par contre le dédommager. C'est pour cela qu'il faut évaluer le risque de surréservation. + + On considère une ligne aérienne entre deux villes pour laquelle: + \begin{multicols}{2} + \begin{itemize} + \item Tous les avions ont 50 places. + \item 53 réservations sont vendues pour chaque vol (on supposera qu'elles sont toutes vendues) + \item Chaque personne ayant réservé a 9 chance sur 10 de se présenter à l'embarquement ( donc 1 chance sur 10 de ne pas se présenter). + \item Un billet vendu rapporte 100\euro. Un billet remboursé coûte 250\euro à la compagnie. + \item Chaque personne ayant réservé une place se présente au non à l'embarquement indépendamment des autres personnes ayant réservé sur le même vol. + \end{itemize} + \end{multicols} + + \begin{center} + \textbf{La compagnie prend elle un risque en vendant 53 places au lieu des 50 disponibles?} + \end{center} + + Pour évaluer les risques liés à une surréservation, nous allons \textbf{simuler} avec le tableur plusieurs vols sur cette ligne. + + \begin{enumerate} + \item On commence par simuler un vol où 53 places ont été vendues. + + \begin{minipage}{0.6\textwidth} + Pour savoir si une personne se présente ou non à l'embarquement, nous utiliserons la commande \calc{=SI(ALEA()>0.9;0;1)}. Cette commande renvoie: + \begin{itemize} + \item 0 si le passager ne s'est pas présenté + \item 1 s'il s'est présenté. + \end{itemize} + \begin{enumerate} + \item Réaliser la simulation pour le premier vol + \item Combien de personnes se sont-elles présentées à l'embarquement? + \item Quelle formule peut-on rentrer en \texttt{B56} pour calculer ce nombre? + \end{enumerate} + \end{minipage} + \begin{minipage}{0.4\textwidth} + \includegraphics[scale=0.27]{./fig/vol1} + \end{minipage} + + \item + \begin{enumerate} + \item Réaliser cette simulation pour 100 vols de cette ligne. + + \hspace{-2cm} + \includegraphics[scale=0.17]{./fig/vol100} + + \item Quelle formule doit-on entrer en \texttt{CX56} pour calculer la moyenne du nombre de passager? + \item Pensez vous que le risque de surréservation est grand? + \end{enumerate} + \item On veut maintenant évaluer le risque de surréservation. Pour savoir si un vol est en surréservation, on utilise la commande \calc{=SI(nbr_passagers > 50;1;0)} (avec \lstinline|nbr_passagers| à remplacer le nom de la case) + \begin{enumerate} + \item Compléter le tableau pour connaître les vols en surréservation. + + \hspace{-2cm} + \includegraphics[scale=0.15]{./fig/vol100_overbooking} + \item Quelle formule doit-on rentrer en \texttt{CX59} pour compter le nombre de vols en surréservation? + \item Quelle formule doit-on entrer dans \texttt{CX61} pour calculer la fréquence des vols en surréservation? + \end{enumerate} + \item Répondre à la question initiale en vous basant sur les résultats de votre simulation. + \end{enumerate} \end{exercise} -\begin{solution} - <++> -\end{solution} - -\collectexercisesstop{banque} \ No newline at end of file +\collectexercisesstop{banque} diff --git a/Complementaire/01_Binomiale_et_echantillonnage/fig/vol1.pdf b/Complementaire/01_Binomiale_et_echantillonnage/fig/vol1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..5bc9cd21e83ebe143d846bad7b6e31268226e1f0 GIT binary patch literal 38284 zcmeFZWmud|vH&``1lQp1?(RMWcTMo%t^tA*+}#Np+%*u~-2#IIm*6Bog5AmYg`Aw- zy?b`g?w;rVxHHeZ(ruxx^hz zr##oGqIkzoMI~c4p|WMTS0OegL=q9r>`Z?)0(|wO`9IqH;|y*!8!z{d=RfY)e+lOg zaY%W%$f&u1ML{Yk_@e;)VKHI_-;lCMh>^09vX~fwk6;0TAN+Y_(N;3HGBa`c1IB}k zlH`Uxd%Z}$V_5vMs5D-$az&ku;7sK9VPS>pZ05-E$ir-Ke}MdKv8tJ~y{nUnnKS7R8LR#nRX-c}LqtDh|J#7%`^DCuZ2T1JAH1u% z8oT@<207bDIcQm${ussVtbYK=nps-BbRlJD=lJ7R!rsQ-NzK8?1T4A##u$qnSO`uI z_CJRDuO_gFTe>(an>k6?+dA0W{g5v2A6On=3`q&~zj`emK0bT`paG@jqyZ2R5P%;MnAOJ*G?+zrD99gAHP8SMP>@hywh@qF!AEeDz;^%`Sab|HOe``s zjri#qY;yI4M0gxA6;(|mmnqz*>|EU9+K&Elb@j6pl$?RJ8yq}tHM~yFL3t8t#`y(Z zV6^x@=z*y|QUsqNAi-pzz|UCG!9<`SV8Jqjg!&TzOcNa%gN#izZVCn)N5v5qQ;b~A zC=YABrt9=!34jCz0d5ZzIzR-lCr^HQ$jJ6mV-Q49G59QVZ8H9CuDR!z8Dh0A-wflU z2DwkKf@{ZupSQ07)FzY(reoB#R7<}$|#>{gl_BYD3}ewu!c*9 zVB7n!>(TSka3eys-=p&62(}^{VQnXlquu|+DU*2myy#<_twwT>Yr}K0cNz_5y=2`p zVUEF^o7Q;dNqH~m=m!Ji09#_$RuXP&gG$FmLrDz79xO9928|`>*-yTJaBbhU9)rFi z+|Ankaa?3C^i+cRZX3}!_sF@H0q8ZENNdy|#|&!qD!Nad3N>y^Z+{|s_qok}i{?t@ zkE5FDaMHFQ?tUXPNc|C!fxGQ((ES0=A4i)s)%N0mJMKP^Rm@LBWtB&ru{kT!e;gGO z=(T<}OY0=j!J_cvjjhJaAIz69@~@kJtPc>y*d`2}CoDqB7knEi#5@49$_$tbcx5)I zpl6y#LtYdc40vru_QWz((Po~kzXhmwPK4B$U>~13uPAD+2XMarPHzZQJBb$v;+0V9pjFR!vZYI7a+JbNX787In5G@Rr#$ zDT3{+#&3}5$gGn}$~igVV5>1Of@v-BT}!s|23_Wczu|9v3Fg8pT3OBAbCqWbaT*z; zG*|R|0IY3P`j%Iy#xDt73_& zH<++=E9SnG!Pc|{DPWrK-eJ_K0t(@97e%*n(h;WCI}PzAT|X8kA$N5>9p4T}j?y$= zMzEE^_c(s8)vfXRbYR0dlqLqFtJdxh(|Maf{-&8*kC|SYiBA$Cs;@Nluhb4|(v%OPP6hf~!bFGE`&Im&QF! zAr-VE(}cEev~s(@%7LZrQ#NVjRdAPtHA2AcWKe{EsJT~Lx$mj0o$^xMooG3h@Pg2m ziqZ-i1|Z89IlyoDeP`6BG`;1cFZVH2xSdJdAx?#eyvs$;KJfN`H-3qB<&dut%*1%UU7r#)jzlZuWyL zX(NX+pa3(6vG$f!3@?B#LZb|NqE*C(R~kz$QpOyZ76(xf56az=)(MP{FUWaQyg`~g zloZl_v8aOw<>R<82K+D#5`nbhiM!7q#GX#QAt_{QX|`hl!JyXNvcnJ zoQlsD{q*R)?J^}Fb`!1*^6{EDFhY^a@`ooBRH? zMTGC@g^fh6oCbeAQ(G)fBT zRBNZJy7q*yY5Z4`>{>ST#rU+NcVXr?$kLoEa7u>IpcxL`y>1* zA8sWDdF&m7Y7d@=bkC;XD2oTm5x#*F7F9nX5||=?1#IW95s3H5ZPX*y)BIdEogn0` zFlNui{E8rqeX7ltY=B^hAAVXH0Q8=pc8NS#Q)zcOkqkScKi%6b_M%j>)C$#NHKLM| zKAU-uK~rDW^ENtbFHWe?kca~oLtWkekp}PnY8d8{#`?^^2UtU=shqPr_Vvw4&g%Jr z+9OSgH)_!qyrpA6O}##++5D=6FY_D>h;vo21HtujsfkRm^i%I6KkVCyU!as-Ig`kT zUkB?>R&37&->R&U+>hQRZFh}-b8NFZUTA+>S-C zckFdkOaZX%wRrJ-b3Nuwf(Bt#z&IK#3&>TpG$sx_zchL}7=AG^T~!$_22II$3|Rg0 zCW9QKw%Dcy=2b1?)ekXvc}!oZ;IC_eANaOMW96=$i%!Q;YSup&lm!ZgLH6GasYZNno{2 z^7WQwnVZ?S4*2$got!j<)vVCvLh$!GPDfc0l8 z1G9ufhw|}DRZ;#`v+$ik06RouQ4FvR~gQ?;2xIso~-i#CUdGgP(KzL0(r0AuN1yB=8On~!S zvSeuzwC+AfTW!Z>F{k!3^fSm+{Sh_U77?OASaAphI}BJUt7&I59qS1#wxR{?2i*pAJ(@nfg+oKHF6L0X*d?5BMcU zgrL}*TzPN}&8`d^D&`TGm^8m)bIT4UW}Ps0QKWPkw*4eqKNRAQvqO0Zy^eGAG>RuK zNDFDesfVkk^BH-3l+{bpEK&bm&jC^nN((x-ww2WnDGY9eN#XXmX)!z)f*B22gVMq` zqpRi=oLR_)3_6-gXijj2dVS#b zOW_FHc!RmO+MFhH#p6rpNdr$wj;#9$FxFw?AP# zoGATbEM$|7qV#Jh5hGo#YOJD+Q^CO=e!nS-D^o|imkp}X^9bq3USv1Yb6efAO%>~L zr(9l2vT6irnn?$=hz?p>(jtgMFk>|j1E=9Wm0*bSy>Z(x(5;u|$wFvfJ2RCl=M3SY zLaxz7JktB+(x^v#{gHo7zItrmAOIw@f z%yNCzrUPxGPRlE$JkYe&LFY!3lbS~Is<=6fgFe--Ap>O|lGQgHz`bW`WggnX2q|&Z5G=U-j(Fc z#Z0ts-W%TkWO?dWBh2r=X@9X05RdtjFWpr~Elw9ZFS}@+gK42}EM=HSBu8)8;=k7j zPu(w#-JRF$jk^UC|5+#d2dof}4C7bJM_K&8B39xpOXny4A(V!45s!>l=JGW!WW-H6 zTMRE%pv%OyMktAO7++tgdf5|)!YwVV&pkJpiK8BIj!mQ^bH|LOc}uNB@&HJ32ag)- zw!)SxTQ&WALp1|qMl1Rzk^ualwWf;B_8fdFe2GLlNhqhlzxf{ZfA-~4A7$;XYC>oN z1&<$)M7hQhy(w38EW)!5OIZ#80#R;X@SDxgHT!Ewb;%6m4Tz7A4@ZQuOKa%Jhh57eDk{$(lWzkNTO#R!8 zR@4g$kA|~txiuc<>{^}(!xO_JU~jglY^V zVtH55Yu6mI%Ly1XhgHx*!j(;QEODb>H^MPN7At}xI&yNn#?74F$`U16H877_#qv$- zpu%p+j;VKi+4Pe^7WJ8VAlsg}3uu}QkC`(+={RGhJn;Y;GC%V^yavAhS8eJ0qYLBx z&-vGLUxRAu2|5S@UE3w%g13fKZEum6Lx?s4!rf&lxAs-!rd6`@rcV7in6J!2*{)TO zFR#zv_HtyKEz$x(kq9u`l$kv*0=TmEWB8ldgVt6$Yz%~4p5sT|fp+?47NpKfFVCXU z9bkCE%dKJN(_naDW3mri>tniasS2b2Lw#o=FtI?<)Vf}1f;l75iR zJe2a%`6k?HG&Z=@YLwE6p3)+Yk0zHbw8jprSE;q1q<3Dgtvqr?67NX303~u3?QP0Y z5z^bHEBg#wB?H|4x3As4)wq0}^0x9dWb0-<39FIsZ43!^C zPtK||7b=kR25^O1WYt{?YsF{v;bal$lxc)@2*1+_RI+#DBpbbV>C>b|9v5{Y-&)4E zWk>T2=2p)uCmdkQQD8O0W7Rk7^`f{oJk<4U;I2+Xp9abfZb^IyjN6CfH`K>1)VYnl zL~U^psBgrVKT9a28&QlWhM_cNC*5JkQ{(Ni)aF6hc!C}M?Nu<2#*r2JRlKgao~W%g zO0#-iAtLQ$64HfkJX}x0N3To$DDNb<4x`=84=uujZckdsDP$4IT3~==EHoTtr!s7V zYOuh+F|KGr*%Y7lW~{wxj-K#begO1+qHerDc>r(+INddT8t3kc84gCzG@{2EmiE^4qE3jf)1{RLDDkGVmc=9OS8@eE*m zC7pjNMchv7*PBd}n2h6Bdc;&NL=k6{sAW9&af({FgPf}u^8!LVWnAs`U$T!K{tJx6 zInwdMXTsW~w=yQbIM(w0Zn>L~PQ`X{!Ig99@+P78n)A}fGur>E;NpXIj?B~kHG1GD zGS@Iawl8uv!!gE=sOtx<>+3$?>Y<+YdujAa<>x-J&XbfOLQg*)s{zv}OL+Q<-1PGQ8dU-!$Z~%v^I+%&2}mkOO5*Z`o33 zMTF2lLt%@rmG6Awa<1&xo08M?0ElS5GkuNF>eM=Kqh`LWR~*EPpQWIi(O^&&`7YzH zb%5?(RV4}1-+of`Te&*NM;{c!+gjGBv(j)!W?t>)#u>W`K1;Qzd{Oa10MaZfDa^~n z|2DqL46wSAOnzG`YIUdZRjj`PqK8)66|$y5ymS&yLWW8mn{*P9g)L|=6WN&q%}bxX zqbFXsU$JGMW9K9S!Ol5s5Zji=8|YQnA1LElDT~)mq``||Yg_T%6m0BntxUd7Bj~G& zp;!FY;_@}FT{m86+gGUC$Mf}Yr_K(M<^+pn%UZSKWMwL`?oNAKBG#y7K?5ygDApG~ zI$g9v^fXc$Ek)0{Dd+7L-x}*$eY_biQ)@jqmGx{qq)fqYyAx!CcUVU!2zj^rqKJtGHYrbnoHZ+~_ph<6)LvGb_gn!# zegds_bH8C)H;bTWN!}Jf66wwQt}RYzLv=(@t7y7^&2Mevv}WUk1kY@Qvw*SGm>JNW z8m$-J7@|;Ge=r0CbqaJE`7|6UX4h!^R2=yM0MFwVj$OjW_hzCgXQ0rEf*%PzlOuF% zovF0HS3sg?szOVrnjmvKd}))FDM3})6|JEHag}J$0mf`F7;DEVr&ix|@v=0?Ry$hhb}^B6BUMyTsRpq(a?koc_}`#4md0}61%N?_!MW4`!$7lw`_zB9qp$@bN;8( zUebOQd?XR{YN$q|JfWt16sVt`a))N&@oqg;(N-Pk1!5uO?hwL2sy_gnkESA}!rZLw z%zD^({Z`6P1e}dkTwnF^*N|dd3r>o2+#>mJ>k37n^kp0ebt^k!EcK#*8XZ8HlF2Aa z9ci@Ew|Sni`B-%msk6TLbLK|n9Nd=~TVpw(trb=A1ip`KIM)=pp@e2s7+M72;zU&B}v*0>j#F-)FLWstC8C9-8|g#6-{IXriY znPgif-t_*J@%1I9e2VrFj&^3FNy?JVZaT)gW^O{-C{zmnX_|ShLI;~qT7ZdMn+$-B z?_*60SuQ_kvqq^%^`vvr*p7r-&#^;>Qyh^((>CpK`}c%Geq;VbGRZGyu>g|%b{2vd z3Pa>&%Jt4Ry=?u}2SC?){adC>?HyHV{#e<$_!q)tS=mmbDY=n(O2$s39bmj{q>)A?q*!2h9~tx5oon`pCO| zre1Mfz1=#Yr55U4@y>ahi2PxyW9nPR3O>i}aZE_*GA&aM9 z?jY@bQQH?36}hu`uOfTP$~!{S?9z-S>rT;atQgP=HbD4g!h}L8GLme^`ckLbg_Ky-G%ujd}67Nq5`47_x{}j^Oe+(=?0Q0vw z12eFb(q>KBsu>^FP&I5}-m#1Sf&BwA?DJ6WLC=4ZHtl-she z*6#{_Z3q^0#AWlt>2veLX%T7j{r-m&t%p5+;t@n7gz#c_sU{Ay+hW_DT&kZqk#rV? zcx;7Wou-k_c`;iw4-TVsaCN4bPdnr$e#dQ{E=;@kh zd*)=vC}};|oNiFWy-u&#s4H(qZ)n9={+TZ>c5jP8VCiF5;ay53B4f7Z)dVz1Fr{sw z%e0b$iSSCG{Hr$+-YvH26_}&GC9S(xP7eTiPE^|zD-(-Rnvfo~lbE-mPCDXE=o_^c z>p@I*iLvUMvhcF>{Br!FZd|3Q2Dr3w215`t6`nSb`8=AN!-0REazQL?YDno^K3xey0V$ ziA4+(b5-xLpGm%V?L?T-c=l}IvU-_2%OZxf@$0+O;4KtgJdsPMl$&=STN_Ufmd@x? zqE5f=;P;I`gF{D`1G={aKztYFivej^O}^h)YSS3wXxkxD;F(z^@?F+?HhL>>T4z$` zdV~FOy{k#TX)tlKg*Q3mg^Y(ON=LTm{qVHM&zGm=!c^pfdE^0*b@GW%^N^(hIe()B zli9=BtZ~up`eLg`B6`DbCK^Xy&2*3L953+;w(ruhhvK`PqR|ECXvaH=QIE@z`A{{S zBZpqFOE}G{{ioWH`KdGJtSvy|^~U97ENF7JZWOl3UkK`71-=mrBuhwmqkAzEJBn6* zP8uB@p3`$3(DlZc*(~77rcGMBzG9C(_B%$^n^I^$>!J;z=D*N~C7%^Jx~^WmtKcrz zGR|?7_R5!T=KMS~Qp`yud48v{@7$NFx#(^_;ndssQj6w%MIw%`Xw_LbidHos`n71T z`=h3K)F!9Byb-ADgJVOzJRpOtQ0%-W8hP8Gisxtyq?li{3R|ztTlmPzTvws{`sA%+ zlPUAMr}Y)p#)1>bsv<3^owZyr%SDyG<)jawR@%)=+dw6z9QwFs_noR@yQBBgXH z6qgI--U=aG`nM@0Xu5_u?_IO8F$vV#`u&*Sit-(ZQYeqGrB2Yp{*$eyanHe-vr2PG zZy;yn#wFXPLezm52PTTEBG8a}0_3h~g&+It~#LYQr)+~N>?CxLR*Nnq5B=pXui=xN9VvLdc} zFZ>DXq7DGtQW6}B2az+$@NO@6$G$_v>h)V3 z?frKBx#;EpwxTufhYYo+O)qCy+n!o^!_(H2e@0wq(`y(tQ=-ew?NTftO)M!W36PeN zg;v&lKi>8-r~Y#hOBf5}SoKJqoDn<4J7WV!23^fyGD}?oT2*;Cwm80c6dmV}kFQJ1 z$a3HVK;ZJ`0icSyW1;nIlIC%};rMe+!Y2jk{TKRWCQfk;Aq)7I$ z`g|4-ul+%iJUZ3#u7%ZLUVQwp;^X1~&8Q*;Pzs)?7`Mx5N9eb@=U*3F8bpe`Ib zKZa9q&Gf7abUOBajC`?}d_|-CEHnb5pnKkEAT_W3x&n1c}X)3Cb?w(H1dl7ceGzTn=nTpu+m#T;Sx-<3OS#dZniRq3P(gu|y zOUBFXQ@7nCShab1hHn@SuuWo(lsJr*- znNlP{9KFxFdq$Ri5tJh&C>Tta|3snKv(pnFD4TEhct2#?S*+*6%` zR{&ix%Vb1lm(;q1m|-FqW@x^8DC$L$89oum}DboE+f8vLHn zO*wyRZkUjf%lX7nT!Juc`tV>#tmHSEFXfLY{mf3viqavlnalZ;sjIUjsFCn$_q)$nH;6;cvO)E!~U+& zIZxj&4vZWwv5U6fiYN_kN+{%jDP=0qPJ`LuNUxEA_4?fV!G#-5>vEPWS^aL4TXR$j zmEzg=rv=zf%==T>`d{ww=3j?FQ?9eP(0-6YX!I0c$bpa7L$Z{?%_WTljrd$sBI9k3 z(1U7@ky|?YvWc-jH1nH9LmD7fuiBnXVKeA9!0G5hUIF1WO~epqm6Z6MO;c4bLb7|c zG9~QIKpmuspxUQRRQ0`)BhLzxb!_Nflu#k;$l~ozvgb~i>MUoy;r2MFDH_dxdSy;h z7b#%s*}|?1lyeNCW5{b-#a^&|1jh#2CdYCySt|oo!ApH9jU!$? z#3kmC&z6hZjcX2kyY!6kQT)#P7t><9-w$+mLhO>Sjur%YxAs)gz|np|)th#dUkc?^ z2PyVA@uG)LaDtC!tofN^HF_r+;J?X=t!6{i>|9*5oNu4b52(L#1AM?)JXC73De6Ko zb%!b!?kmEyR4|5o@ThR(CC=1FF^*V#or((>)A~#IpPYAcT?P0r39b_4{I3WFt{S zRLSA4S)&d9TFdU!l_`Lr8XJ?GDL;{?-413C17lN~FZu-IJ>k3ktAQh>FDCsyr6N<4 zE@RlEYu>)I4*+RFi=~7+B9h;4;GRwCkNpNd_1pD-vMQY%@W?98F1)7Id%uBw=*=AYoOR6#`T+wDvu~h zyP0o;^db^ZRk4zIc1x+npo!Kv!KN02m4ENx5JUKFcN*5U7SC;8!gk9!+h9C|OnqVV zG>P|hgiI1P+9>)5D!th1fLfu17$r%5_ElLTzO!|Fx=RXE|r|PYA1=daC_(W^LL84OCeK^>If-o3k$O`G;A$WpY99S{c&sdJ4U%Vw?Tzr_SPqJk9S%*avG>&COhzPE69Hkq+L{-GYv?Hy{zpvbV3Y~r*);@b zGb=J=VFF-siqq{86<_2KT$UDhoUqU)^+bp==5&;Te|1+T%R8EG%761jl)GrlI{~+H{H}hf#vt6M5APrh z|I?IGhQRC65I`J3a}enDX0W<21U?_y9B<{#}k z`|D1$C5LRhW@CZFg1*KNrtLQc7O{H()L_Y2z_lD?Kp2T-b3DkWTD%`5?2andi-`$~ z)OcJm!UWz%Wms-e(b3W)D34LSKp(y3D$x`Qb{_D^pNVv=m|lb_Q9P->$G0=F)_2E2 zRK1Ny&7lCk0m7xPzMU=~{P^;3nu#!Ld@23Enm+)h>4p{m%gFaPY)a*ukhaf^SKdDB zJ~S#lCC#6VC}#-jvs++G5-bV`gyD}3P|c6eN5CT@Mb~9dOe`psq#`w!6Z9*$qPiUP znY-AE=xcK*N5`w)#fYNvb{@|&x`Np;IIhaQr_oQ1X6v<)cU78Beu0iXS+iop+tQU#e|H_MMIM&TO4$I z^mh%3l=Ts_+U{-6$)D$O&NFG)7l`##RxNd$@e1Whrya|AeK}JxOkQZ)blO@z>vC+4 zQ!Ob`CX;&^Y#tP=Xv7DVcD*l@V~aQyULDjfM%C~!s!?y!Zt56?3>GOwQIX7gLQ#TM zylyanpP&9U>c$gTvNtWsPgZJ=@DQh)a)%}MfF0xo7!dE?SS#XmH%8>OF1dNyHZ7xg z4o5&zC}w{5{u1kX-+IZ7BwRLf_151gqab9&evFO$WJL@gsQzB}4Mno#7d4zri@@V6 z4P9I9%0A(Z$gh%74wefEDT*(FVcXx!rgtM)D{7C&vbV!*CM%V;TSLj6720=v@RbW; z2=D#H#0HwVcW!VzJhUJ`?I-ghxX|}_HVsIsS6IywnZ10nLQA9*1|(#7457$E z^=*XokFC77_L(nc$G96z43-Xa{33K~FW-^i24H_Su_W%sdR~~i$BEfjKIRP*i_&WA z1Y%fJ>B^=ku1YT9S5ov6v(! z&TylrLwB`d^|UGRlSuI^924-M8KXzUk1dRKQie9?7vzK zKqCHpVUunup&KKS2ZlzMwrI+m@^WMJK>sm%Xh`@S_%i#Sro4HN{^>KSIy7yj>otpG zqigqX#z=TJD;a6|z}P~v;@HH3+!8ANX-y6y5oF6R2#;&kM@NF9is)ZC61K7ay=FbE25=hz;J6;>VwtKL9ec>~#qG%XR3@ppKK%zyUh_PtFO?ckWU$LJpMsk5DK) zII$0GW1kq%!ST1wI$z24O$@c=f=wVi5zmR$vo4(WKZ66aC|?c#QnfW>eo{*b*UbAT zniqlVx^r)sjUd-;VsC@W!VTY+qEf--h|YZftgipf?s>WHVG69vm=6AY*Q|#{hy)F) zu;;~~lZcdd1*24bzq+0#9_v%J2v-GZI{{e+o!LUPB>$3lIU&k<<@mmu9lWN)8w+l4 zKA~pq?ESE_Kqo4tb~?xPcc1pv3a>J3CAj9{5rN~%xXc9|B+nYMWq%_;>O-?mTJ?r;E; z#R@jH9d0dIDf>TEFZwP`rv+>}k{7BdgCmcp5XTTmGrOJOIL_vz$^Owb%0IKb+#C59 zrUbCV%vd9Tz3CYf3w9@>yyD?8M`I{;DZQ-|*40%oX<3}RV&wU5@!ojdtt=T0!mB)K zNLq!uVVw4B$@q^ZK;HKd(B`XpCtaj3Czy3KS7ID&$1WL9Pb*=%W*8kX_B28+?4#e5 z>duw$4^QH@D)ZOj!)xYydCp`|cBf==UXr(O5WHeuIfE`*iS27)Dxx&kHDjzDF_MQ7 zqg7%Toe=g zsy%vn{`1b^zhz_5?!*xNUiW$*Ygi|GQzaMpQsuui7W0xhAsV~=+RH{&%1{I zK@ajTFap*1#3b6F0;D0DSnMdtjz!eg4(~XRCOhl^3U0y;m4d2hkNpY3y1{6TvNp1X zbUnqzLf)lm)q2`masPd2>mB;stn|Z0L`20w)@gN=7ZHqTV!189X>b)ZvkodH@Pwu_ z2<=zYzIK?g<^2Evjcop#8%ayX>b@0~ae(w1nTtt?^EDNP2R)4q1DhZQScP zb7RFz8}pu+Ja`p((d}5(57S9#x#DuOGJ>_cikj{rPkV9NZEi{1(ifB5vZ$REyMV@d z!6`T+Q5|TA3l9Jo82-7~xt%D|`7l-G#9yxPgy74(dVLK@vk4TNMiBEFv3KfA$7N-F z$L^7En=Dvi3HI!ODv*}t^O$lH!{_H!^L+n^ecTMXVdY<6GnY#c8)f)TG&)=KB!Gg$ zj#G1<@{p_Fbf*yGSE3~GKlf~$<*>2yL)wiSBHdNyrpYa{zL9O%5EL`ELuyCEbWREd z|A|KyL9ax&8@R&YTF-g^Y>S7%pP@!Am+oxW9{TI#I1Y15+@o?(744^ zA)>O%#2$8lxNAB7ICPYgG@!o`dU;)beDY(zqd=a3eJ)MRF-<5lGBCJ^mKn{d6rpVa@7#I^?W;+60 z4uI;icMYFOFpXMpMW_aPaZ-v;3@m~r`)7~Oa-Wn;qIku^&$5r2a|~C9;keTnBWLrM zTh`Hr2rY&lZlWv_+dWH;kJmRsd=~6Cyfljibcxo98_rl93q_Kxw{1M~g`{=IFjyaI zX9n$;#U&fmY5--hzm7&{TgZ{c|+u>i0RSqD)l?`ssrVS)$E zOe0?-4B|hHrO-5T7P&BvTr85NWy`Z z&f@#>ZJ+ew&h^mdsgG95i40^9j~sIHTDq~+T5AAjVyRaHnhayuUJ=vZHO>`I;27zd ztz-y|U@Ye8=Zv_bNbY2Kj(+FN10wR>K?Vf=2UdlK|EiiRAuIQAM%FHF6CUz=p}WHm z?|AKyU%Sz@KPIP4UBGlG)pVv0`;?7$V2)aIy?Jk~H5W3|Q2ruW6tCoh5Aph6Hlf0o z{k>It&f~T=x_(oT#J%<1j8&f--4&L_J4)+7#rDirXK{5UmN|J_B^(;a!}F_%lqb@PU)vS!N6)+T!6CvYLrI5WBGx z`RR|8N{mJ&>i3&oMy|R!zHHQ6(YicO?`;=fQZyjzAmWeqL~1~M|L^eSKZX?j4=(@T z!2XBjVFd1mEQzN59eL(|D2(M-KqojThA8$k*#BfRooQ=Hr;DXSCi*3S>jGO@am>vo z7>365sUD>3aNQ4Hq2)8JXCp96(9|9u8nX4-?vD@_f)z8xrk+2TL5rE;q zHeo`>qNKL(^TY6Mwe1KT2g^ard@0gq$Pj8pC$B@n6LfHP<*oof+`76XiEm2wX zw}qmH_djO8tuc*^Ao`|#{Mj+Fr^E^qSu99100L3gbvrjZHeXMUV%?fK^T6qCPOBob zufhu4H*l2w^?AWbMv9USL0<_t-u|ERG`(Z?Zep2da+43_H!qK}esLhk(LZ%*a zntt=kBclfb=28?~%>J$=@)ZFriN^NL)Q9S^X$iBYozyt@4Jdcz7y^bv9|TDDs@ z`Y8uc5l%|@S};|yn>!vzB0)Wgy9M#pO?RxuU|X@Yr}NAg3!QsPw1lAdlW!rgs28`N z7Q|-)h77sRtGpMR#lWc4 z@lPA{@{)c5ISQ z>X%}B3^Dr`z_<&k=;&1tWbxvaNEz_Md}>Kty}yy4*)20bOWW}EzLk4Ucs7&mX%Ra0j|YbEUc_pqk12H!G?*#wIzX$Q(bL@SW$ExXmg(!oqOyO;b zTIG0&0!Jx?$d`PPXGT^?F^#Ya?2_Isjs5HX(262OC{>Kk+`(z#4dmKVy8ngi9bhJ4Scrrq*Pv&*l`Y~v>y2!wrv=K z)Q5pB#MWz*e>+8I^%cQLk@jJ`A!Ve_Mq?2&4w6%R6C%;7D8Qabylc|Oihm6$YBpn4 zU|SK7pp>WGeYk~r)GZ>_Y+RS7x6S7JR}9@)JDfJ>;|AfSVARyISx3DCv8{qc(rhpF z4ArG^l{ce8=q`&-5m z8zUlDR%n5?UZ+BayX}CUStxGvjHPV@Wofr~7?mhMxS=Ymeytqmec|Y6dGdT#PgXGA zo6{9#41?I9?il=Kou1;QjuD?Ba-Q15r56H zvHwg~i!+!uuw5%xb|%%;?x#RA*?Cm$Jx-FG3{sD9Sw}MKmBQQ>zaCIFkS;U1?XFn) zG$4|&X_ag=%?1w1(TWLvDL>g39bFWF9LWde52nyvixn*z74kON^Co6t#L8_cHNf8d z929Cl$5$oZ8;+XxS3EVZH}s0gg!NxL65FGw~gCLEm@-iUNN zj=d8~HREgNVV=Q`Q*6?k-8`lV?T_x1tFOfnwS7*fqUu6fri-%p7c?qx&u!o9pJb3W z2ze%NEuIl4KrAv7f&Z)6Gw4`QA#;$QNTc?ZKYec&{d90e?)_$m`p*&kZdh67FL0I7 ziIMz8He(87ZQ|cRWz0B#`Tw-{-Cs+X8^-aD>4J#%dS`7DX3u$(Ok zcZr;7qyLysPGrA~q|?mdrPE;9N{UU9(K&sRby+-;Cs~v^LLvDwWgBC$B>-0I-~(>3 zr^{4J5_SUN&1OVBY3qw{qj-g`J!zeKJ;b_2+8l#Y`R%gLz)<7 zv`?i|D(0Q)7Eq~j)g~eB!=>ZVJJAW{vS8=8;3P&-CP)^mPH%8Xtz>_paVE3Q77Q)m z6&rAaM3Tsjl885E!vDm{Ix1ps$yg02TECM zu#U%dSlb6-&vLfWH7fvuGn!t-nBA65KJG@N{J~eW{4Ll5T4~t@g)WMg@fz=SNw6XN z@+A%f*Es=Pr;xh1HAtg-_(pjc8Jjn>n%if4xjKrVqQKTUj889Lw9Q)O?PQHDKeNg_ zK45N(PVq{pe$@0dk^0t=(SXQGENlq*QvrVsqyiyu^+Ix}N5m9mlcgJ?#_ge9nq!9G z!CaS>XhVl@*cqq4R8!AYns?$SF8Z{%Z)PXVkB1<&v(`#;V?ubCeouz-n8~Ny#<-*NS=uRAbp;B1cAMLz9Ax^M}Q)v46(4}JkqFb3V zHV#uheYHalv~{eSmxGkc4FPeVmxhbieFRIdG0PyPtJ;nG`UV)UJXi-`V=M?EimP@< zyWU&$+O;u=rg}Ltdy|N9{agyL3W;yQoxPTn0^v-^0;3hONim7FWtfjQTJ^&ZvNRTYa<>w9&M}x1aZPZo@!9 zQ~c&#BbDYyudg_UxNEDY3?g^h2!p_{&8S+y8|%#bwpHV9X0RaxWV5 zOhm#(V;=ZU_o6ZXhpJegtc6l>Tp_K|$h)biq@P;NunKoGJQ|(Us-h4X$KlDyuc!Hs`5OG@rLOa=Mf?7c&T`vPs_99k~)ZGq2ET7Qc{34%vzu!;nBL zMC4-@#D@5)dnJ9{=)R3MSv%9hjV6p|RixU9Ib!ogxH=A$3wYk~mnBd1t*=ddZu9Ko zs%$&}CaG48`!p(%RlbF&QgDzhGC_$&8y}#}h=c@Xo@`P&x0F6h$ZO?TuP#-4zWcUY zrY__jJbNRVf`A&D?oVLVBXTL)u>nQ>lS+O;Z}%^F_m;8QvaQ9 z6eF`w6za8+#?)%ZB|X}x-(0H|0&=TUUtE9oMA>BO@;Fhi_uK@RHxJanF781tXHz@O zp;((RfnJ%>16|AP5R$rdtS=SQ*GXrA?9@+*_w6;?q+isyCjeIg<3Plpn;dAe8}^@4 zgz9&AFo8T8?F1T48@zP*V9h-9P_DTv4-{=3rl$uOx3)vlZj?q~s-fF9*pJ`Y16ElX z5<7_!D3;d*qyV-iqmfU|-plL?{T$NvZo2L2bI+oCW0Q|L!?(8S zmuUB^KVuvU5c{#5t~MFo<0iNdzQ3%7ocE7ner)mqFfxH_JTSl}idW`Yt~4v7f~CM; z6zIF6hH-Zq`K+8z)t!2tV?0le;@H)3YMyLrw@}m6`>7LM{Y$;3O`=@1DB#1PRU>B? z2j9;V0iJgnsI%3c64jbmh8n88q;xgLbE%rN_Q_#?E*&p5!`{yb?&Gv5hcK=86dH_v zaxx)P53_9mN7rOzWGiA{8XY84(!yb4a$G=TNYe}a=!CMgOCV%$k~NsL znVcIiVazT)cu89~P}w(1{AIad({D=tf4NF`8v9*&uL;BJcf8&%OSW%6t}vyRJTh9f zKRr+2X{o^~M^WbY$`+-=>MCH}Q zLRqB|Zmi6cGw{h~5zqvnj}L4B-ktIj2%?~pEAtWq1W?bF$Kxx5Mx*Ac9bp3ulERBy zK3;>B#(84Bp6tXyc8IC>^|g;hGCWty5S|d`5oH<08If3E=a5=J^LP1k)nddZ*fK%qFrV>aho@HbE=!(qes! z`p%G>in4Biso)4hdUb53cKlzC=(k6V1W1=-IU}w2|60Nm=d%3yAbI2EAD!y5n_b@) zuqnPHqE1SqIzB{NH0!HlszlGQ2ti|_XHmRFM^Kt`a7f4M>bw&VP77-Okn1QkD7NA_(RDF?f4a<&;2{`mZUf=z5A22l1;)Hs}n zqGlqS?Fv9Xsy*^F3h?kWE&+{Q=D)$*_Im|fSTeeadQI59>g4V4j;yqMM(nisy4WMq z+T&fWl;@0EN#NR<{$Z7J{AGa|OpRRIil(gPG4S#5!G>1^KvnspTPV3D*B8iZXTjzn zNYq?xDHul!)2B@GNj}fo)CC87p@DaT%Q8vWA%keMa(!6IQK}ZS*;hY&>PReZRi^dU zr4TbNPBYMV)oAwJ!)FMut4VS-a!`z@c*u{ zs-)C-ec;kL3(|M{YJ%VfZq8oEFNjTBgE}@-WI=Ee8n#}-Qzb;dQ{!$PudWbpJ z^)X$n+Ngi`km{^`cy#)w{nXFae}?R4TYUy{mhNo;EsU3On6!!}8?>n6<%0L8rg0ed z4j)eIhcF~Kc}<}^L_*l0R$R$bm|V!KplMb4QMrm%RwrBMT*X0Y@9>$~{j=WG2P7jG z+(kXD4(OzC&u&Q&ZAP5rYe*a%$g-E(G$HdY{Rj+793-Cb7pU9F)UU`o5WEJDT~e-E z_UQ)uG~*{t5PY@0G|#YT&LH_*_Ktu#H0E5d9_g#X;@qH~Lh2WWgs*y|=5mAwQ&mpdT`^p=pBkaWMwX8YdF`T`;O&2d{V;Ba_#Ck53pM#8N}( zgA)j|we?FSFAI+ta*@Vbk2dban`X-| zZV?QLd!~<8)-YT8R9L+S4C$gYOO=&|U@`vKLo!*#7aduumgO)AyI{R__p)|{BEX5W z=W%g(W#OUO^HXO1L4VyGfvEXH^m}OnW9x>8ym;{HYTRa<0y3t}mfi7+(vKdAA;wv! zSLmzSwKeD31xtvOM4al`%PzX`Vs0U`N!HON&mKFGS~usI9|EKZN< zM&CV+_Kf@Q1R(wa%iu5%lsrY{BgX3`gjX8BH%%w%ihHf=)j6HGLi_yA1O33_pXkT` zP6Xl~z>GYFA~M%h_6QUdmMU(7LYWY!Sev z-1-Du<~N18b)Bf&scPLg!q5OtD4;JN42_+;nTG$e(o7mLB-do(!pE~NaEdo{E4d@N znVG4eLMYHknHEP00tr2g{RClTqMTq{EgVj3={VIcLG3mEyso>6x`r~oJT`w&8_NhA z8?C@&0d2X1z_G3Kt>#FnVA1rwMq?xUVXjiqs3gY1w$ z5d`Cfob5Hl!;N@Gv?pKDK3vXKK!tq&J8#dLBNC222W_MF;L$s2arU#vn@jF403PXs zhte8Ularo14Ifkcsz|bdE)8G4bb`L2=1B6w`Ngew91R5ZCM6wE&n9x>P~J}8E89|e zkgLPFg#z%(#ioFdLmn`en7$cIPY`jm9(>Xj zFPpcjur9pb+LfyQJ&BViFQw7VcEVhE0wRGy344aY@BYxCh&!5|!n~cRTsPk`=Z!g2 zr2pLrPDLQDY26_x10o&Pt+yrw|4g^5txTwKhfS>zV$afQXQQ12L_^9}rX3+4r*%^% zjOS#ss<^mKQ?LyOGbw6EP`w&9X!>2GH7fx@)v2GlO&-Nf3Z0JcPUDUgntWXQkdBBP z1oVa}i8g$+mtD`68j>7`jvr{;>)9kryh_pgW{`t(Hm|1vIS)s?c{~NKLQcf#ex#R; z%S59EjrC5rjN+ONF4^g;IH`Z^ZHa94ffitMbx3>bniwsFaDp{OGjnm48|AC%{~O?M zsq`91p7XV*RAD|{0Pqv}W)q4Up*EmckuIs}!bAsG*@%muY@sBB+6UN)zA@zljlWk$ zng+Dp;i*k)DJhv{BGGo+)Xg`>n}GK-tT;=txrE-2_OU5Ex(qoemG162>V0mc7{j=c zH4dGyhA%I##9fy3tO_O4m5xvX)uCZ6>si#ANyUKn+O)hPh&;cd(WStU?<}uwhpO}- z6W{e$J$oIx3 z==1Li{P&=BO!8Lp_cM1=-oM=893sr%Qnc#xteueIyh9gA6kNh7htJ}aZKAAna99SZ zusWiC*p;V{HqLi%(0_a^Ep)?Y3l3 z50_};J@4|cTASlo^B>D=?i{Jg&|}48@L7|bWmXeB85!iHv_wq1V6}4#^=yragBE3g z%Z&7=0bkJ?7>1OC;5p|GOqeoR5}<2sEjpg^?G><@Z4R?isym4NB^%7at;Y6~puG-? z%W(Ca8@)B4VWdQ8B)UDIM6;KFDwIkG0RavP~f#G~NRw8dD=jX~tZABez@A6Ogz zn!uU zWo@G12SjKmYZ@;989c5_9Xfkr+Pw`Uf)pFSKQ#LWPRC!cV0*V2QX^wIJAJ zfk`Buz~UwvZLNDr(oq1W+2$90jYHP3fP(Sn*D!@vkRzH_iNmvF_eMJlS5m>SFD)aNtaEq$0Q4kVR`$Z^evU&40U)oc5 zulKacgJgy(;T%<{*O3Wu7RDEz^f+TWz4gRO*Hps0YfH11XrxWRt<>681&&w}SU_F@lO8S6u)gV^{OR3;Q^>#Q|Y zsKwI@Q@6p@Hy*6Dp``cZ(q~#vN4CKRqH5L8@QL|oyi~&cTQ1RKD-*xS9A3d3tqB+Q zg2Zf+(!S+S+&O--E1;-~JsO&BJ>Z{sCI^^@!taJKm=Y5U=SvHZC`eyy2HnM3R8_tM zV}!QS8VAvmjI@)MHYc(LJPQ>zW}9Voj+XJ1x*K1xCWsB6n@+a(YAUooLR#a}@bW3f z&4fal%L?&2R;7n09~sdP)Hhv@i}#=zrW7c-kJ(!S7iN9zrQyhKkdx1N&-yA@OS(o$ z`)Pruwt9N&bt6%Apk37~$63el0>W_$APxVPzy#)&vMyR#`T@J|gn$0-{dvRTYnJ*c zqBX#Cn)@Y%{DToLwM%pTnTbuq!E2<2>iLpRo}%hq2(fv}iVvSS0-5$m?CC#mfnmuV zI$3O(ZZdvxaj~(O-JZ-+S@_i#kt1feN!_kcg(t0u#T3DIt8wNAC?qn@SGBOWy7TP= zYK5GcgF@wSvxc12{n8YKSg&}$m$yUL3xy*~;p)4QCl6muhJ#Yv=w;#_Xp>}}L=lVz zN&IX=H!&L52U+P}WlG{2cr;_DYWy_1>cg0tc1}s4;1zcX6Sp|$*)k1U!esiUACe+W^x&QEnK9j%BQTwu61&C^X~qN zTL3CNcnzUGVlqNI4mK;23)&q-7=wEFQoVUw+@{Q?ot_^k-8S(S7l6~3sl{lq<0u_y z2(maRKj?=(g<~9EU78FwdCa`GF>8S&*WgUx5`txy+8K{P8hP8hi zy5hMAY6^4qUP5eu#$ruAk>`Cy^{Oy zU)555o-8hZLUx%;7-w`r`}}+@8<4|URoHqOr!RQLLAc-Z;_FHWkKM*KjPB`1MWoew z19pTZ(c1yeiF0Zd^m*dy0v0;PIO8h?PcoT7W4w2&uJiMT-K(=YM)%o#8kIL6C9eCX z2d(KqH?De11P7CIzCcq12mj?ojxoeTXq{@8x^6A+ZIV5%D8-<7ay`D|Gv`X|x+T*H z$;!^O+3GabfHLM1+M`ap2D7{3gWP1E#Z0expV)wdxa>5zWtf(=)-c8$M8;W_mAw;n zVQlE?y3`&QF)%4(kH%iqK4UvpHHOPG>K3ECoJgCbtmbN`7m*@y;&LGX>F9%p3Yu_s z=HyLE-gZ7e8U~*_%bVDPn~##u))pq`rcP%HB_m&P(QO9@7iAN-25O$zXt0 zLYoD^brBF%dtjwzjJQ)W=iRB&9JVAY*R#rC9%=kZv!;_)wosj0_Usb+s$t2x^(jvy z1f#FA+Yh_4#n9QbtdiVbt^yBt;9Aalrwa%1`W9hA#<_~N{=N)*ztI!Mw#>t=O*riE44q3p>*^NIsa!gbMz`_mWvrpcp{j4geT zWv*qp77no?kTMlBE3C$jXAO7#b3*gMF-RBxWM50fso)AY*AC)pZOr)uQl7G(-D-P{ zFUoUTnuzGT8pvoJl)rtEz~U5@T{aR>9qD3gvmvhDyK8if zb!x-ZIXh0<^ zzJAdG^J`AfpN6AYi~W%yKs5P zL)ZNV!a4F>mCwt32U*Iu-Y1lFW*|-}H$}qe2=CeMrVDUc4%qUnUrbJG+pIRBWslsK zl`aRm$>vRI2Nm;CK(MARF;e5;*FV`G0!{o4lu;oaA02a>PIx!|g)*IH0sIw>ETPA< zlO~5)(eo_}AU2AIj-!Bt*dbei=aOguLnWAObdV#-N87rz)1hS`8ktaNPMA-4a`UGA z*4C=BaN4G)_$+9)_CgQ?RS}?XPgVc;Nvc#NVAZi{Dy^Q*>`g%c?zV%8;(mYTy5Acg z#`x=n6lYF(R)E#fRL85$%Xf-{my9l}=FQ&{G4+^M#(S}-IDCqef58w*b#0QV59}D{ zsX$w|3WD`So*8|IlFXYju)l}O~)gW44#;~DW31}f!O)vGQ1F^opS8J zl?0)h(O^zT1NwR*qRajf%OJZMqehA9&A3}{ZgV)rrg<3S#s%iZ>tHLh7;5kkUs8XO zJToSfmoWMZ(nL)awn^gDExK|NeAu9DMYm<*1^2405@a@9Q#Vd(NKJu3s^|8`7*7{B zISO^*uAAWW#tr2=7j?GluQ7wNL*sHAt83#~RoJE}t~?+T7}J4UrjL6Km{xvt0GCkA z9MFpkB!Bu?xWF$uBpsV8w4K{H-oHjfm{ln9v`c;V!t{~3I6gyOMHR<6+V1|aawBe> z)dfoj+Fc*PGhx~!7URiLvbuo6(%so+hm7N+1xPYJK0r*G;D(RinO zqpYu~F7NO>uq3VWTAr6dK=Xq8&H-E)gX44JDh*~)g7K5{?AU^NkF)!|!wFDoB|3NP z(yohLIkt8HialR1SD_JK(g`)0yTdkyKhYq%)xh>ii#|5EFgI5`0$U06fK9YxXpv&f ztjWSxt_)1t{gTk0tgbRvkTzVh=_KkzgD*ynt7_iC{8rTESe>m{&t+p9ytI#m+{(>T zZIB&kF=LSv=azW3f2Zrcsjq0KMl(MLaM1G^q<^C6PKmx?%c||&Wk{Emxm{uSk^l@b z^hnD#K9{i|mywC--bh}~qdt3NmJ(~a?s9g3*2r|B&Sfe0GbK>yfmCGT_ zsI8BrmYkd~auVD?^g7Q1sZ!+|ZJc7-yR!M3hcjH8UJ_SXXO)kn&wG)LSvE=+rU*az zTZGmB9aIu70T>?%<7|H2Y{E24KV`vFyEBWNHV@6Aw;_oFX&&}Fox*4lNc9V55L0*@ z`Y!E_S6G4#)NE^r!6eP*HB@d%HG!BZnBGp>M1<2)NwkPbmRS<(pkxUpSG0)AzNO{u&wm8t{zJ^yKOnAu4<8G{{$utmpR{Uz8RdKeSre<{z2@^q%_jY%%z>9qfEUPz zBQB2P0du#tgy8t3ZW{PI8yk>FEQ?PnrB-=8kMZSC%h+4$pUde@^jcSNpo!QN+Cz${ zHQo`0RTwk7Sr(!n$Qw*>f>_n2QELjtT<3l)`c};v6BnH|^{0wY$YiXnh;*@rrI^~n zGMNT7jXUa-Ju=b+I4SP$5D*<6H+cuV+;i)@b2xLDe(BPyYu0oR8=V-%Pf`e)1+P6I zN4q)w*-(CFzjgE!E$1-20U#hE7Iz-faw$>*orND?V)v+jWIW6z3oC!+9M42E&we?UyIRr9zA!_=AB&fT-5PXau=ec)7A6 z&DrjU6`kcY!C>q7J~<25o3AVYy_!hd5Bls;k$PnExx5id$1Now%OWgAjKav_O>bY& z!2HYrXnGCYRGHgmwAmQeTd93mJ*0GS)E*Yazjt^W@BWqGW!#tT%N8__7D0}*#iIH^ zJ!ZYJEMKdeGw4W~#&~OtYm#@mK26z~k7=ejPJO5{Or@kSrKBhs4aE}xWC?%%iWu5Xwn`AcFPJl1mGgBWbhzC&wKeI} zBuq6Sx@Oe}bM`nUJ=6Z=>w(08YPBXdK|g-oRT{xwve_mrr&?0Sk46t#KB%!GB-y^(_VJpH z=c?QhP1HPl7wksY!gM)i^lQrfDxsQIJSm)mxDk%jH>E^14^j%3n_y+_>=``qFIOwt zStqfD0`+(v0`Ah3hLRc*r^m^b&2rmy(}bD7p>)XGbSIQ|VAfbYXISv_@G~2`b5)^K zr|p>&x1^_KG~2#&=XPO?>G`P1z^6K(%Gw zei{yw=!dhUjWweEi-*3VqT=~Tmow+d#GVwujK^W9sIl1k^OVth^#h(^gCAh;9gE?K z3G8e=B#XAUUr1SDsfoX(ed=o+NlB3)nQ3Ifq%M1p{Q5kf);T4lmTIVHfs#`XK~>+W z%?T<}Npwh<%!Jn|9kBAu?>BrG?3kC6u;6f9kAM*3EnS zwDxO-%_!-fcB4sdoz5zi01znEYocVuq;xNe@A(@+V=dD66thcILAxZ`#$0vxcCHY7 zb`UR{UX2t0dhR7WGBA+Jr-@4u@qI?4J;SLT_QJgs3^;|&;D}mp6$QtI-#44rPQ6zd z$DMMgyLkE@d~VU{(BI<46N25_Z`bFc*9B|+3o|}^=6XVDsxQ}ThCvbSzB(7B+Srcc z-5AjpBUJ}GQbAA4EOO&vj=FZ@=RFo>iHjHp-qJf-Q88`D@6|yX=7c&~hR5&Nz4GHs z^*CL2Wnsq85NqliiFFlE-btHvQ9I;fC6(x5vX>FNBy9{!S$}5peJX7!OO-MAI3Xa0 z2|_Fhh0a~_c3V3YD7~wsIiD-My9g3nxE?b=ym_!T)PCn3OPQWX;*w6z;^cJkDi;&b zY_gLcS-kM}j(FLM(Sfb?j1|tU#K9M74@X-9H zz@7lhAnd%|1*LCLX;r-rH+0a=swOQE&7WbgPxA+r8(<&ER!8N^KEk=)`(byQSbkvR zEl<^gPhGLeXtL>}*sKJsagD&i0eJ(nCARz_<*Q>x6}qAmHh7!m4r<^})d-hebQx zE5a7D%qO6$Qr8YV1%Lx@N*MA#_-LrV-I*!yYE#aLocEt_x@Kfw!VuRG1e+iymmD#= zZ7799hf8-0!mL?3IoVf$W?es;c|&9-L7~5HR}SCOAe}^b{Z@N8Ke4dhvg`{Z1XE$# z{+EMJY+i{|hE8XWTcbk5I&v#vR0(ihYFj7#XN8Ya5?XY~`q}@(*>zwep^4XUMxtn}bpf5DSqT@xg_fJ|AI%A^m-7CEXYJQp-q0I@{ zWu-JS#M69ow9?Vy&6fT3V6p4kc8k$cHc+VlYocr+xBT|r-S?RCaU~xfvS>l47@K$W zoZd?01kR5aGnXNlzeZOO@R}c0uAMt2jC^evJ$&<$GnJsGF=qP(u{d{+C@3JfaJeI%gqeT@H^`MUk|S#2)uSMs-YECIZaUb8?W zvJ3M(_1-Jy@>eNah6Ud&G<}}P*d-GkCPtuiYiXUJv}kV`m(=WjdC4HRYeuyF$P;m$ z-1~kVn+^mJT)g0%W3=9@pIp%}(T^<9fS9h$xXbmQTuGs;(nI+hR~7u7Olv7PEuD&) zRLzwvPf%ZA5ZLzWo-`2VxCt{1fLh*EdEKJQdUBK!D$HYeseNrA+*d4deciJm=ooRi z$x|&WAbNgkguT>JBR-`~IQYdG2!Dt2iAR*@(i{rT^TozUJH=+mnecDB-t}^8 zVZMa6n?~)PNv=LSwlhOf6A!JWv(?Prex1cV*7SVe?&g*84|^XT(d-6rz0a6;(!eq; z<~~#eh?qRB=m@nV1{Km&9X3h2f2|5iZam}VfQ7v+)Daj^{f?%EQ_g3ZoO| z6Z(Go?cu(ibMo;EekaISy8gzMxzQTRv37-*pA0 z6Sh#BZ>$0SBQJi`=V=A=bwx2i*WJ_h8=t;Yr7b;dzt#6&@dfPe0h4jCbpO?VRm-2} z0)X%3|H^8*@51=8Er1*p<==pz_H^6^V5k(-1N@8dy_^Bq2Ik;_;^Mb`1pcdkJ``KO za}@Q^E_zV#H;0Li_uH7!{^lnA?DL;}t{?K(w6wSVAy*Z!&9_E`z7_c?92pl+RCjs* zT*06BH;_TOUMQuZW3jdbySvcwa`6gq@zJq3z+kQ-+}z)Z_U@Lh4q$5!E*E!u)*m{e z>F#3VX^ryje!tkCI`DU?$ylOP$i@CUtG@S!?xLi9+->b}P^u?{!}G@<9Y9c!Uy#m@ z?gxz@C@737_U(@j`jf`P!;d< + + + + + + + + + image/svg+xml + + + + + + + + + + ... + + + diff --git a/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100.pdf b/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100.pdf new file mode 100644 index 0000000000000000000000000000000000000000..5e19affd0046abe354ede344471ecd63a147bff7 GIT binary patch literal 44338 zcmdRW2Ut`~w(f3df`H^KIcI2ckldsuNH0)J#BO`<3;puK| z?u6r;?es><9SuSVeq&O+iYqX9jhgc#8Z?$O(%q`0j)eaGl#=g3N;}$@n&B4O3*xlX4#YoREJhC?x)mab$=wNe?irx zK1F~?W+6oc-)pTLBBgnU6iK|X?Gnpz_r{>Z4Fz0h-mxpSiMQSMuxiSe1+@*{FqP~k zip?XNCuAZXZ_h^@CTzzB#7)=9=}+ad)%QO@Y(35 zB#yPS)p@f}-+ln{1BD+)6b^y{!avUc_$Bx|T)zRN{wf;>SZF6^PXHQgx7yYMcZDnV!;Nr_*j7kz< z5EK=M@CgbEi;D;|2#ZMY35!C+1%(()f6J`s;_Qja?ZNOvBYt+jio1)K>wjt4&+2|l zy=bfsN(gszXAjpORa@S^NLFL;bocsAs2_+ZqOO8kd)rxBBUBWATyhQt!rH^d%iYr2 zgW(6Pi2u^aAE;b3@?0w+KU(lpuAg$81NocqI$jo@zhR-~bODBeofS%#MFb$fU7%`h zXL}0;4Mg;}pNcMyF77(6=9Vb<{va8@8VUt>SC=0O|9czw73@4cw5{D0U7TE9oPR(p z{#z**!vm_Q``-q~*}JoOfDopvrVM~UAmGOza5fDn0vPCEFc=*J^?`wbfr*8OjfHv< z;No7wBO)LsCL$mrA|a=tAR(nDBO;$rKhJSpUw)mn0Yun#n$e9rOBM{GIVG((F%~NJU^B`;%g@il` zA;nq?H*ZuKClM)S>Qy-CRa#sNQbrWj{ST8 zD_Y{^mW7>#4ADc2dR>Fvah4t5UL8(6!{!Md*Vl@LJ~~3DuTLl)=O47>mGHhQd-Z+A zUDu1_1}fPc^)~y*XCU0$AShP`}Wd=lFOktBPm!B)26gL~@X8Dz^4`|SsL)5YBGxudKv(=_dw zOv8!#xXim}-E5S@dPku(ZdZFNPwAze<0Hyqhn=!^*GQ+Ds<@Jo(e({)X#JeTM-s_z zxz)0aCke(IP^C;1LT%(^5;N!$5Yf*G3pBk7WOlr`$q${~ib~dgNlV+Mx1~pVo?{=)Z4u9^OC8v~EwJ9tI1${+tZ~J4~$i$W3On+(8L`VO? zWxS<9>ip=nL9rt6<4yAq&rtEVS&PP!LR*B>y=lV9vn`uPQ)<+t_Ma@P8yv;Zo#RZX zW^^=pO@{dh{A4EfFYk)fQ3Jvg)BF^UMZpYqNN83w=EqBgLuBmjNvK|kTkugpP!P1j<4b}3ZDt3LH{45wS?jj+Mq z-Ys|b^~(bj z?8%K!A1N?JUFf7hFC!9qCT0V$F7KTI{E=rsI6>qoou$qNsvYKK^t)m$wCUf`<7)OL z>%M-S{XRq=e)$Y|x!8D0Pj<}wxe+zi$p+3d+`q_pquSpRAN2u;}2 z;%~lKH|j>t^}Yx0qc^!6rdH>R)zDsKX$4_odB5M~wS>A@N!6bLr4H20cbV^@;r*V? z$LS0}j0-D&SKbFxUgV44nm#QozZLT-<_osK@A()n>bx>fcrQotmADRZoeN8ebFG^76am74u7tl~vW#o8F!E`$xgXsJt} z{NKfAdG4u}_p%;s-ec;1p-%OMxZ4yY25BdcpKl+_5}ba1c2TJC+|d^Qfb?M|`M(0m z|5m!c*LzrfZi9jUL|TL_Xw)FrgR$A+Mce+RHq!u$6^=F zDy#_nOA<)WfVxqCs~2|FX1(``zNK7^EanwcWfEekTRbJX_xk0@bAN?%iGV7wuY^SH zEUzQpPZ9r`1nIq*o2hqqg?Xs(I|J&O*=s*!Wcyr;3Vl4#`JR8d>FXH~bmJ#5z;(2% zKPAEZD-*acloT(rR%L_?(@VnP3=rruv2*z9b@hPx%YNh+cMrQpqjzX+MDxolBc63t z0)J(~OIqA5ReGNHYYZ>@UKOo5m?g##?ZOv0%G}?m&^~1;r?TiC$FV1cY}u)_elQzWrDU&|Ok!Ji$?^RWchv@zPoZiN zHeM>&NxJl?MEB7f$9w1%6K_FdtnPESO`#mN?bco0Peok0+pW}^{d{2LT6)#1fu%cz zBwh{WDkbo_X5>_64{i(<)i(EFgT@)aO1U4hV`%Rrra0cP5z}30oTZ1*)aw*qlbq2L zSjT6vG{Wmsg;B#a`i~mMzJhim*4T!JxklNXx`MedWST@8h^(s(pdB{qA$~e8x$zJ1 znVB`$L=tE_ZHKI<2A3+(Xv7N7MSs_D2rDQ z%_}wQkXoBZtb7}zt+>dzg!Dt1&`+B-uO*!Es|oP*)J;Vn5$u=TG^XvWRlON9w6U+( zyCv9^0UY=+>mDksl}$}f#Z=S^!>luGa9z#c7MD@a>3qtHieG%YXxcN+^dh7|YrFYg z8Skr_gg0HLVVmIRI8Rew>EgWd=eE<$FRWj`)2GIgkak_Og2kRmsuI!4>U+4A>X@Tk z>;kL&tPI(-QV3497%bM;%8*F8VN+kgF)J_GH>YfH(x&WPGYNq1G-48E+J zWItkO@5wf^p4+D)$e{`^+9GAhWXX&Qc~v9CKh9Qj$pv&>dSf3eiz({$}5-xQvn znir;dd4oW|;((BFLmhSRG^?rG&31zu((inasmaP}bNDCk>hDHsM&FmWFk%(|)VtMN zLQ?UCF_Dcle|`7~ee@}d0TDgq)5TO4y|2+L#W)upIs4Y;nu6mi>(V+7$E*3!cbFr$ z;zM)eLY0%bqhp}=u3}nouB{JiNfE(vCvg%dD~ze4M@o~J#jT2r4Bc8-*-U!l`#AQa zGN=lA=8{#%FgLW>YQmS)TqkcArmPu}c32fW+z}LFT$;t%adRk5eU4LKLA<7~oV`mv z(CALMSWvSuAQW$v)KW)s$^3EbQbRJ@p)G9pBacpf&FkxzQtnb{IkhXP9rnXK8$R7g zV_{5T*dJ(n#3x2vXzDl9vj;6xs0@f$x3E@0!pbF;X4*ZqlBXv1qLd2HK~`~1 zq2E)TJs(L9$;_*x)0BC5V^i4}=_u(i?=?PnI9keiQ@9X^S$JEUtJGyi1J|3K28C>ox0=4RexYr=RialoeS~hdXke>tHy*lHc`XBD zu1uj{O3jGU>2;*|D`gvN_e%Mh0HW6zHU!%0t0rJUDbQ~Hd{2&cu4Hm`8$&!I`J&B2$jVV<3 zG@hts+)!L;WL;hK5}eTA%&NENP4_yyX+2WYB*jgwhw;+)=I7gOwTIm+`#qu|I!Jaly_vC?&46Rd0^JM%(4AtB|% z7sx?`AAzpZWf_r-l(%{^14+Z$WfkzU$==|wKC5C^h-TLnm?v`BAdiOA2szlZ_U2r( zK-(uw@FF7|;VE9pQoa;PQ$BS!n=U`chK^^ow+uNkVcf||em#Rv_&e`)A=e~Qb}*ZK zZXqYLltaFGrQ-FbW+XgOteD;BRKLb_2CO8ky7=u;e0Xr8NkCkeLosF7!rfc=5;@f< zRV$*JvOd+gLjg`-Gq^%)_>eg9@GTV#PQgb8oB@(-^`cwS!k;?t;5|0BPq!vBR$?l= zE?zF@ZT(q<=qZ9mZ_RPou*%I0#C)ObmH> zO>Qk-VN7wg*s-GXwy;K0iSH5DLt4E%acYnXB`t1Z?E<-Im5!I)m2_2aLW)j_n+Jy$1?V;m zxPnV{a1tAOORnH@lqDvKM$D1SizMF8^sQ{&^0{&KNp6?H;!eV_HBOT~mwu4$TJmYd zn!|GrooeExkZJ1$JIq4bzH4pBCqgo|>w3?17!j=M#Ur$3FuSKZ+EZSaD|Y=avGVk> z*dAmg5YVhn`Z4Pq8r0SG7b~TRdmh0>aUwqG>c1Jt|BowNvl5Ur~OXsO%GFCg#*F_~6ew`x|W3Ki2{0qB}g-c$EQIRbh5R?|ktr0vbizzNL9H1O4 zDI6=S;ToOfD1AzqU#Zk@%wO2S>RLF&%*u=$jGI>$vOA%eiXu~}B8$X@JA4lw%$^&K zm`K8q7K$D}1N0Xo7ZEfI!e334l?Hn;XJbvZdOW8-1i8O3D1Xc4$*N~gs}Jw<=ia=U zI^&pQ5TT0DPceBU6~pe+d8hXqHyN}}q%x&oC&GR;;^}If>ZeFk2x2;Z4=0D+^mdo1 zO-M$jb|OsUfatyJ&QC=r8u#yw%dp(j=K0&V3)^~eBzn`j9JKxFG?DyoVI@#?e%1<} zFH?4vl}yVBd#TH#q5ce~@47#6`r8zwQ((Eru_!~^& zTGx%zv@g^fJxR34|70^beV^)sx*H9TNB~QscH*MmhJldKM>nhzdE`O=10|i*tO6pc zM5C_(ms)M-PiI~*o(Fzt55G6Y4W@01{u&YoxBU_{|3?yDF3}3nJ}LH$FfR+WFH|Z} zud7-cM9gQ@hEtjN=&u))#O~=jD0MziWl3-s5)vfP_GUh*rjjn^8C+_-XTp2q2HQaZ z>-)H4obx!5;N0Zk0xCa2Z#(als=p-RcJY3U%_#RHuH|)%0`L3OIVw4#I@Q=Cyc5*6 zG0CDIPlerxW9<2f5?GM^-vsFG^pS@axkJUg0V`D8F}(hK#SdBh>50yv$0SSfJ20i5 zEET-rwl^29<<>(3FI9){D%%Um*x20r4B2J)CCI!E{G|zhKluGx$(-lchyEe!ga!1c zF(wE8Hje(;^z5&h`xGgRPvi5}$BY%S**Qid$9>$nUnkr=Q3+K_8Fs(pl;E89=EPLs z{nJmwk`Jbe-3o6dE)_jJm7WpfiToVLxS9UP>6y;y1pFZJq^RpY6Q0VD?lxC;?JNUw zFmWPkU-O$R*7pww7aIB3%v@eBwun-wiZrR&WajPI!XM%cO(}CVbdH&eW;oT4lnN^7 zuW_>9eYnnaszcZE$6mr)$D0a;u06G{wOxHm8^tgi{Owg^y+*bpGRCP?RjLE?MMeP!=D&A13FD%33e5_WsMJOG;~d)C$n5Fua-J9hlV{_PJ|Jg zz*_8AZ0>FGTgBJacSJco^0HIQG-hTJ$(f1#wv3wh!584xp4ktwtc(kHWDPXLJ{<|i z7T1@~*cq`jtd*YuaXyy^n3|S)vFd*xEWwfiQ|q#VH*4QrxYD13VMTimdbj2bvxb$C zm8Fm;@QrsAL)3$9hH0$bW{t}d^QC6t6%@p`84{Ix2L}fxdm?w&fqn9+bLNbvO|tHeLEWzr+CR1Q`~y~4nE}XgCxu4AO08TYm0OU~(c2@|QiL&rvu;Jc zlZws(ODaShKmtiYW=AzGUKMHeF7gbGJ=;6s+UQVVDTxO(y+01s2%@G z(?Qf>oWdVOM*aBTL@&Vkg3ra$7;vs~7YkFs`HIK6#sa_ifPb1j@t@esf4RVaQ683m z5<&ds^*@ICL9}gkQeS+-OX*I1L80?HQI-JtC69(@T1bMa)P7A(e+?GYNW#7@^|6|tt{z4~c4=*!UwmPONMT;#yEK`l`W@)q| zfPU<-_%&PbYs~CZ`B?f09kmv{~6q>huPq+Ec zwEQ2|{EtB+!yqw=(&WWX$kR=hXE3x;A`SH%p$9zJ_X8ho6X9`BQ}&KX`eVl3Vo*Vm zVxX<)!y2vx^l&27T1ndf*bD!LEWh-4sFe$dRcbk+LKF$1dGmT4*mwP~aQ@>>CKF69#9j4hVQ0o z!C7e@Frle=BdO$fK<3WQW6{?vX>uODW8S|T&G->?`EthT2Jg+@?lWMx!s)lnoUro7 z+)0xvK64hWl?wE0;N7He!Q^h@9_LPE|!DGfjdW=@df5m56@xtw>SFN$qV)PC-J zni?sBfixoi@jN0Kz3s=K$MD?epNW>`dAJj*@l!BP6NQd?CMVh2;}9za7>K|sw<&a7 zTi0~B``)uV{n_`jSK1&%hX5wZ9K1sX=ne_Ty#aQT89&;Dk}c)3%X_B)o@cwPI_Hui z@&-?PuMOs%4D0s)yyhGMZi2A^<+bMd9J%({PxF>Ht4))3#>4lYmg&J*i8xyj-q@rn z%QCwweb1clT1+Z)Ei@Xw&Y$@dZ^fZ>k1`)RgqU|3f7lF_y0_l}+UtI%`%`?bvJE@Q zLn`I(%Okh!KoDqbn&nq34&Z>`T66j$9c1h4b*-eGt#37~bU7c6+l>Sj)JC($Ljw0b zN*Wj01X8Y<%od`XiF?Ndb{tGVgHL)pw)@Ti)eF&^#ks=d74mc0N|NQmiT6M%1nA+> z0qxJxXd&xHJ_n!S>jm-!V=*ii57&#pq}Zh?0I>fAb4&c7vV#7|ByL6VNNw~2g%St< zBZmX)7o}XkgNJYXUBTa)U@Nic98H3M!yNvi+JE1YDy6`tB4Uk{^~6*0;`#3k(WD3` zYP`^)d|Lg!E|6j+jl1QM(P&{wMT|s7DE97` z-v0Mp$p45L7YVkqoeM?JG!SnTb-D6N@|>N049(V}a>i z!dnuI_p~esjz}mWzuOmph=`tkNk7g=4r0~xvBL6-h;v4Yp;r z_kkxwYR2wwd)1WKiBFP(_wpC2b@W(qcR8bw*Z~5ihW~!U%A6-sQ%cdAKON#_^e}iL z^WS5wduJ%&WT4lElHjvTC{A~a$3@ov(Fy*`hPcf6V`@sFQ%gf7m`X6pN=_>DlwkA| z2a*&ERSQ7^ff@BLHT>e{^~4+oV531dy!|jWmf|I$aF_eLQX2W88bMPE5#c1+d7Dc# zDqY5ZUzN|}iIT*(2?h4@EO!-<4NwReMu&k241e~<^*^r`7naQca-?odB$UJc-0A}{ zyl;_#CGA#FGQAu*`O49eSHd@w54UQ@j-y>pxWCy$f`+sM(iUS%jtF5!0=ZiA^chSDsL?SM~tX;0sf zBRUa%E?@=#^w(-XSsFG;CkqYli3Hq%)?Jq=(C#CBe}X;6xU$UW96N0)daoqYZ@FqZ z={mt2_&PFU>i%)E64SvMFiNqZcf#FJ$>jOskvG{BrewvYV2S=MtD%|4IZwS`&X{S0 zALV;Q^aE_D0FbE7L0yD*v^Ohrer?3K%G%mwYW=IvMuA-QBD0_i>I<(ZVyVxM z8?};SuD#ot>qP>zH3UV)+1@&Nk48E6Eo*#Z?PSACaVDv|Faaem< zP_~SN6y^xXLBWdavR4fyt9|P0n76toOqO@r1MjElzvW5e6oLyyC_&+FtDwLx&hR=# z4vTd4&A^FO_0xG=qxPIe5dBT=7}GTbJzZ{5dN%HHHDUV;+1-d@?bIX5VmA|teD~76 z2b>+N3o%NhS;4W>*||ZzKtQ88qnr4{1_(WRsMj?0Vn*TyJ-lM?iS+e%j!))^c91t! z#+@xo_X2_L&NlSD5Z43qYfme>guFd1W*eNb9#XM=Wz}drO(6M9T%M=66%XXi=hC5n zFzM>*8J)D5Rm-uyT}+)*$jF!N&KfN*e?6u*vNbW^;uH^zgGNbDw?IM=SRr(`f2(zC z!~0!O25VL3_bi84&GpM9uGP`c0}JFCbnz4du_@clIm6#wy-l6ld>G|tlp3JNm_5Yu z-Tke6RKr?ujhaw-R007GYhdvloO1w43dqU1f*wajeAZ()OtLc$DB7e+-BMd1{~W1$ ziPV#XE8k|{Z)x$yBEZGg=1SBvRefTV{akO2!syd0mfyh<_r@hVAVGk)lyeV?=9N+ zk-dl%Ow(8&Vf9=sGa?(t#S|4Mhlk0jAzenLNZNkW5%Yz@%{{lm-bH>QT8 zn%z0BdnXLAcs_b#=s9XAgiOxQgGy+9lt(Ry09kcee4QRTFSq~`3*Lb8C2fd(X1h{ z@MBp&Ihv~z-OH_&MFyJfQ)@4BcJ^0Qxss`!dAGUA*Q(4{%N{)8Qo34(UEzVof% zNARuLxYsY+9R{`ou}c^u*@?VrVnbs`xtL1yYTDc`ozjbF%=73gBI(iVEepKE`?{2^ z&g!xHU!^Mz^(?yt7_q&;rnr_1Q^iHszT0%56T}nPzvbo(n3{E{*;I3QAr+Kj%e0`U z7bj1FLraR3F5c+}O~C~y^W`|=+yZCcVR)<#Rhd$dWiD=8`VLejUnjpIIj1n-x`vD| z5@3srg$1Ush?7FJBS~}FzJE3L;%hqmv>x*e{gS|4!|0sMj?&Ws~CysH65CCjC$&3&oZ)ed@JC zg^OT%;iax14jCCp1ey;PPiw#t_ocaNc}mtxxE6;PdGY#AoF3Cv~Iv|sDGF1q$x2uk;PR==;bYar|VBSPZUWb zf?^pXzCfZaDOCUhfGqt;Xqs0ismUcZ#Ql24Z4CIc5!dvjkvNRx>lztQ0G1h5UK$97 zY@%H@QuZub2?}>}m}*h=xa`1@A0}UFiT$Wst;8HMBLCXg84D*H4-LxGkI{Bn)Hs+}@Ii~cIt=K^oH zI{_mNSy$t}p(!UQko7!T^9f3ZbZqTi!IP@mqjz+W94LB^L4Q}?_D1nq@bGJCm(Y#{ z8BSr6&CSmzwl2=%izaRzz}^$~HRBbWX~FTXiDVPPcr|&hP1P^1v)>RPCi+cBV!yZ z9b_ffG4i}^WWrbHTj;}f?zS>75`oVE3RiFMg}ADv&84}Tv|^R^WtY(q<%NCimj2Fs zS&a8z0`M}_&H&0gIkOFC06yjM#?}*!VwM#KS+&n8HVhSer7tWxc$v7lYUCIqviY#+ zb)M4ruU$gUGwXkUc8y92I+uXZYKNyx@O(WA38hyb(d@U<=v|tTeg{(d?At?c)?R8Z z>Ezp^tUUc_jD6)9b94e+jdGFcc$I~L1-ca(z}i;G5uw8wO&J)MP#Nw9t$7fba6eH) z*P3Zexe^;aFaz}zrvPx=j6K1azFILRWFb~#Et&rqX@mBDUX`$usilNNkxg$1$G;XR z>}Vqy!lZF+^V0E?$te2%0=jBz+`8z84Z}U z2h`Jx9Q~Lh+-R#C=5*T&B$3{b0cIgq!$yd@)|6a%4uQL9zucm`i!Dztqez`3Vm`MO z!B0I5445|B>( zvUimJjQp+A?>+MYwjTOqDUtSPaZ|)&S(d)3J1jiL$9+d^vUo2`xO96Hp?Df}rQyw* z5rg7@FTm@>EUDum*U?b7d80rgtS%X@$S_(R0$*Yo6-Zyp{n#vpPI9GILy@v!pB`kC zIxfdJCOXjoE6Zhcj%E;=(k2Bz3=BIyZ8Tywsg!{q{2%;M2B28TC;K&qWu1^TnBJKAffoyHyj%@-?!FpcVs zPOx-)h5LVcDYR89T|vb0aWQJwfW&$e(COh21FTzJ>)+?bQMNN za54v=G0%nplw$;kimNY9#n;YI)IT27UFr2YJWFPcwS8*o+#ni&6oYu5Kn>D%)eow2 zynf@~zdunXpT4#)$L|_lQJo~FGkimFk#OHCZU($5nEpL*51Rr+?*^2OQ}n1lY?Y6? z(%S90*JnF_p5R6S3oThpJS|wG2pjUMfg5kEKlSZUZ2Md(;OB$qL&%$PRb9LIMu703FEUsMqsM>It%i%`{d{$0<%Cjj!X^&W0%0c+hc6injqbgC zd*ONG{+-eF_m_gsm#_oyE#ku@1~E7lNl@_-a5(YdwC?akq4tIsSzC#*yC6ckq7u0X z%xj#W@f^SWh91UQ9QVcN3c(Ab(-MiG`$tek6H^5xhPpFA1%Dhe-HD+eV};SFiSAk;4Tk0l9ENIkPVS0|Vo{ zLet65wQ!TiB`O9bX+}Ac79JQcsKIVt;tcaRi?n?z$^OM(yac|pfsVa~av4`vTKj3a zmGLpuM(UGeeb*95H6G+&;<3yI>k{&zPk}yem=eEh(v4ilGp+XAnM^46)W{*O0~ls+a~rwE9R!C z8RdvTtg=lx)H4}Ov9brzEc`>&H*KSCh`wu)%ySe$e|~HB8+cSGVHbbC$1EXPGX0d9 zrW+EoOL7_3oSXYZrWCSvbp6)yBI8?_#e$@!D*QUM<4Xlt?kXr+k;C;MMS#HavX}1} zFtr>YNI#|ZTR?8IR953IR8!Gt?$`*g4at|O?O0a%tlVQcWeFUo=*sC_Tic5{7Sa4} z9U5t8K2ya}rO4yp1AC@a-HXMjquCpT8@Ln;Xzv{&MCs^uHWWjzCKISgHrE` zFIKT;Pb(;kySF&z4JCBn$WRizVp}>@crsDbbUEQD3`IG8H*mtC|KNPu#6|P^Q^;{Y z{VeOn-IkyCO%9rzqw34*+!OTVEpY7F%sTPlcwnppYy;Mo)7P{@InQ)skahF(IT@a$ z+@qHL9;5}j;SvI!t@w!a`ybzReBLxN+@OXtL#f*vuh|hpsxyg@LRcE4P$(EMj_3v4 zk-icdXaEzPoWqfwVMy)L!{=Tc&4V+YnfS}gX&R*&Ucg#>At&y9L~{zBOoU(mi#|oGO^;dBBm+C0tDy*%wZ*xr7T2Vj^5iei!FT)AgAiwCwM{d)LOW!^PCc ztGzs}`-xktT5n+9JKhmB;sR*(7TqTxUwoeKbS&Txw`sVUJ$HJFCp4-HE4gLp;0L`3 zs*cnyiO#|=Amj;G)1z7LXN~r1K@rY_CTgmDOXEtpOjd6sgFUBD89Pe@zX$H00l;Ie zw8;)@gVP;1YE7qQ9$j?PFQnLiRir#IAtJABg z-~>f;U2^LI(15sv?ibI}*JmCIl3yS>MC_`A(Jf(JooPtG2fn7||EvVy*IKslJx(-Dz`4@J~0R6IK2CKb%jnPDe z?nYlwY##|WvF1y4WV|$h4}gyD7v8x!`TffF`z{mIqs6H{pQ6Qj84s*WKQCnSRyItx zjuO1|J_E{vnVzvf(DLCSKcVwC5W<^s{`M zR=!Dc8vgH(-Qm-H*2YqXV(yoRxq4F?Xf|*n;zJoIgKy|lxei(^#ldO03hAg8shOq0 zEc$XDEfOkMgFmi)8X(Zn5+}H(y|GSDRN18A)UelV(BF)8(?#wc>LJLK8!x0>W4Tw4 zS0>ZlI$1x}e)O8;^Uh<))Cvq-K9GJZP9u58jDEWU`ecmS(y6Cqu~m2EinH`*vh8xA zPztiQxNQe&92RVcSJOyBczb-%w-i)6aSFM#$l*Gm!3=cqK+E(t3}D}&+Q#jU(oV`O ze$Dvo%r-uS!L7w{)UEKgwt3#pd@pe13Il*?-iePMc+Xy>1ya8>_w^>1UCcAOy~qQ7 z^$t3wISTg#f+=;^L%T;$39Xox()8HB76{yJceV%{vLH|-Rh6e}(9K3HzIuDBxgm#k zGl+7S#-k3IlmtplRV_fLTw68(hrB})7BNOM(aJ$^F2fd{@%eukLfJ%I$)8`-geWPIQPWZt?3_1_) zd^Z&#(Qd2Tg=^!qgVKbs7*ABS%_odxK8^SBV>B3 z8J!q9-*jFDX_%pzr(+R>-Wh*S_<7BCZ)9hFk*3`ULCo`#6z55OFD>|KL8f^+40Bx@ z5`rc05a2K$6><7Efi-B_$yM5T05W}Lnc3jI<}H_aD>oro;wc9r7J~yjPM#iyzjrQs z=1(Qj3p2w0;yl+f|6-D-F!y9SUV%dE=iZiIA?Ok==z{;0Z-Ipyinr`nTct>J=I$K#2hDSkYLbb5>6h}tzf;h%qDro>w+b0;Ac_niVOj>-ReS@y!!S56 zO_jfz@?K3q2v$bbx3rD8`-yZ?3(sGE^LsqFqzL3!#RifyT_Tk4YJx^LDCYJQhkum5e(>8f+z=4ex zML3VXPMM!R@#sGX?VsqQsyV6Y{4}D5+a8js{+miqlzB61CAOd0#62x%M~j!F{3s!G z=@oJzND;u#t9VQos3FP@nM0d}pE#M^p^}Yt^p`ydz33{X)@g_B0e_aV|C?Q1xb0DSoxif!>6lmTpVHkw0q~z01l)s-k7za8o=4dVY||Q0 z!T71IKeB1ev!h)Klq-VBb)lO_cv#TNamXB=8wVEQJ6PdXZt!=PvWl2frgG_ZrGd+V z`Yt;L7ISdrYhOaq|KU(6 zG=$+>44ou|9e`zd>h`kCn(r&*PZ{nQg^FLvenU)xG-FJbSD#Fyur(7QoQ&Jz0z9-ncE#+_|%Se}1+aI~C zITF(QI61ZoSyGDc9;*lL$P&OpvH4-EMqBwvRF3uBNmOO}7sbrm3c{EKZY6QpvcncLHQ>GI+^<@M^= ze59{qaCAsE%FjtjtPX`6H zVF$CbnKY29@VSc5o49h|Q#ze{lZ%iew?mn4xt2dmOJ3qJZ{2uB72)grhb^X}m2aFY zEqH>D%Wnr|m4Y9H(VGYv#92>neC0n{i%H0F{HUK~mWdcd49>)6-3_mXUKO<_aj&{h5ck*rITYkgD_ldxcZ88JC`Noz+Dh9v_+91Zg$%4k72-l#?*yZ zpS?`TkB$;TqbS$e)S5o9Ey`QUnh=XJWytlVrRquJp?QR%uZon+RgVylH?5E#FU%K` zG2G?e&eyxm4g%q+I)`yABr8sUXas05D}He$nC9%ZZd|*`&k|a5jH1o+tlp$($FG>` zJwUBaWvFB#f}w-rNK7{xfu5xscT&U2hZjRymTkycrh=>A-oF}>RYNWDFqbeQ<$0tM zKCPB3YR9k+nmnV^KYG>@8PS&?<1l9?1c^%2@m+3dNm!Q6NG}W|_i$>+Y?-)mc=e1* zP87m_(Wl^k-Cvw`ZcWNB_Ns)Z@K>je%lRh?lJ`S)d`LQG)Hg`DOc%5;Nu%qHX0wL; z;9Y_>Mj(f7Ms{IQF_KGuaoY0MT)#MNZ9~{EPFt58@#q(%|4u>Qo?B4Okbg?Xi_oxf z*Ce|&k0Xv(samo~>Yk`BgLM7rM$q%&`Vde5O(Um8ev)Us^GXnb@y z)vzNNK=bZ6;2X}9bI0&ks!&Y>zDVcIG}=;D$0^>;MkP9RtL`j2i(m&Pfu|9ey|b>|Juuzv|g&XX#anuWzCPv_o!X_smGj17j+=+#A;qda_Vs{5lM`% zV(D_Ya{d^zYTM9|)r&v0Q-g^%TrvC@k(zOrZ$Y1breuM+K_DAjA%{3w?sA|78>oZm zWUTn*`N+G7u@kAK(K~9yOFn^LjS%&3Y7>;v1!A^wNZ%K<9&VVAIIuYJ&v4Rsq^Oz#W6k zl`$r`Q~sl3HfFd=I#*6(L}aW+UdTttpgX0ld7IE})M0WBZX#E|;W{DS*jy!eAiMo|BI4y14ZFQDU;68suzLrFwsAN$Y97*E`jB2U%Xln8 z5I`SDkQ-x9*5R7J*vRNh&&i4heXo+Z=o;FvHSgD}Mj51AsMg-kWhRltU`vSSK?&s2 z<9z2C;#X}=Y|0xqnr?a^-@d*{V>EDS*q4$9qaj%%#-LE(O4vmuSkpW;A*+0Au=K_N1&W;8`@Fk0@cm@08(IPrryMoyz&K$J?=16gwy%9~En=`>;Fy<>yP! zBd@?Z}#2Z{XeAW5y+ijA|tL^lNqocl$T6I4TJSCGqo=-Jt}3#KU@HPhrB?97Eza z&6_i|)?>;~FEvi8sn{DR4kCmu52T?XKMY~f;KpKrI)F9nCmRpk_mH*aY;RV17BM6~ zKCvEw>%Ns&Tvih-%7|pshT<_XnW32Z6Eaur9t1`$8V~dni?BL=Fcg(<643xY7=Zb7 zaKh>}3njbrs_R69C*kBi2pE{_c=#otVc6Alxq&sS&EkULSTOff+^`W+jYxlE~<`K|KyuHQ21?jW%^l0tS z)eYaAm-7<2StN$Rv=x4^;jpH_AS=2T2W2~Y`n5n(fsGA0IX70j^ha97mP*xDC0v`= zQ$HH|?32pj0AmpvpbG)X~EK{3Ni|4t)wq&1x#>=KExBE^BAOGP3)Wu|BUk+!l zxU4C0P2RTsMvy(}G}ChL%YKem^ezG!q&TY)h`~V`3ZMmI^$^jv^avAbYop;zs-$8O zp+!`!A;UYUyNstzoY=`yUl7oD{GamPIxfm>?HeDu!J%7X=#Uw@RGJw=7)n5pnnAje zP^3GDZi%5oIs^+4X&6cgQ94aP1#$mo?*s0w`#itB&w0;z-ap>?%!jz=zSos&*1E21 zt@VBBI6k1tc27%T5T9$qM24y<;CPua!29lV+g||YDPNMmmTnIwUOMPFpG`HWTXPql z_QTtlr9aRczAQ~8Y7ZYW4%=qpF3Tgh;%2Dly9pdlDueb+Fb8pWJ7BE>CHvD5$6}KUHK9 z&9^kY=|)>?{EVgK5TDbaf&~xtda@>=HjU;hXTTFhRYlw|Ow*-BMD+*o!^7&@I>JYY zK(#pvn+x3_xoC1vR(D_!iBF%hh>DEJuYHUX)f+kO=C17kVA_nHP<`zpJ=#S%bbgl zL%9X1FzU1}6t;)q(yD1R8~-rBk1daQSeVE$VbaqL2YzwE+2^L_s>*M`Nt z`>7HTMSk=g$5N?{U+hS?OdznQxNoVsh;S>E)Ig22 zYqEn%KwfwVMI!f1GjHNK-w6g6Bd%w{$`z<^R+wiN7zgJ#oDj{f^e<=c?>#KB-SCB^ zjIxUs?N!g2DYY}MylG6=Szgt?c4rRE|NTvHmo8%!KR3TNyIwvhqca%#7|X^E{Q16_{cUv!uJUaoM5-n)Gc z^~}>m?V@$6zNGH0%f0=0IAN9U=XQ*k>3@v>s`0MGD`@i(OI&+fubyNRWY6Wh$$$9=#79jfbPrN&?bc|F-Mnnj3>#gCd9S}>UZCMdFuJK)VDL% zPL`ZNYpPe2*yp=Q! zstAWJ?ymXwL{T0LUdV65RH@Qnb}N383Ki^HL_*3)0GJ~9s|wEN@xbp%H1#+zb9|a= zQ7K~`Q;O#dR1K~N?xD^qKXZ8IRLjMYu1; z5DjWB@W~~p-TIC-t>M{mL;>?5@{FD%IcYAYxD~fzN%Y(_O;3_*Et~`ly zIm7O{3{flNh8QC;0T8H-uZ>*-mnb=EcI(DDf4`7t#Ei(jU3~c%0>R7`U1wN1fgE31FOWSjn?OqND)Uy%Z4v zH-V*Gp|1`a96mVJuIvXZx{zKK4 ze^$2fRDj<%Zh18U}f=KPBlGE2;06mPA zJCfzBrhU(3GuvOJOAB=BbtJC6Ux8KRksVKqy}BN3Mc04r;o@TXBVtj0v(%V`{TL>B zqO}xA5{Q)~T2%j9u{BL_aCKHFBLh`10ns+{FDf`+SY&VL)Y!z0)FUn@u%rRUz} z2L@~en|NJauVd@9NCxHbgAkO?gR~_fFkJ3&4NO?~PhG@1BUFK(7^qJYQMLxvDegJuMKaT9=FhUGqxhfHwG7TE{@*I zBfY$7o3}d5C&e8}Kn{?LY^@2v5qqB3??>jNanRziY4=UG0lP|O{d>yq`~2R`nQ)LOXf?FP4*PKE;l`Tr>c^ zc6qR-O1=j0@_3-?F3yV=?HPNCAoG#t_2_ey&Wb|3uJ4VPRD-`ch@eH;vDb!G#-?D>RFYXCF2V6+_8y|v=_mwb<=>OqD_D^ZiCE+ z7p)gCf`h@Yhsr9%+p{0QkdmoIM(v&x8`9UbqC;qbTp_trkCWckzC4?k68<>J`9t{_ z)|kfHmw(Jn@qswV)ak9%V}HU3wdSVH7E*U<*}EXVbB|Q`L&Ig=S%Y>12yT5(Pg%Ag z$~m@2Y}B=L8d6fNn#9b7dg(aof;^gP^K=aW8y5+&$@RN1Xt0YdyZ%p9pQhqw{Zf<9zJ@W)!e4@_;V-o#Ghf8xvwCqXorlb*6be z&*T!PE$B3Paidv7ZK%p;_@nd=wieGG+1}9?A`X7Fx2((5hPWVqjvY|Vi+R&!tiBo(~yr|#xy#}+vYT+W2^~&An?3YJXXzWG~@bR`!+!kl< zn>S9TWGvSv`LvoAFIk@}oAkdSQk~33OUqCL=+2j0`1P8;r{kiVn_FL>l!OiEI5L{)e>1iA~p`{kF zJ63|UvUXyE1y;iZK#oW*#;;D=&9;TA^V;02OK6TSw3k^sbsAXGjTE)5vXKQce=T_1@f~)Yg(a$Py8o(Z4#efw{VLn1v87Hc! zaO4q*dGWANTBEFBte9V12)hlE^{!_k6FxM8V3w&r4auWxF%l&9I-rFZ6^@W`gcZS1xR`gnmIPE&G zBDq1b27oUVbLq=yEX;$H?L`FhBM09d+>UHi32f`zA7TVn`re2A6w)KwsI{o zOW+r~@J9WW@|aSS+TK0CggNv0WNMy7pLXHF~e>7v=KrrVqY5w;APcjEbGUZg zo)AkUAlH_m6?%Z?|I0KEUH{7kxsdzzS4TDF^X$1EFVo=XjnQS^F{+Mf`Te18*1<~#tJv)@|P3n46Eq|7+>58Y!^g1L)B$SA0)9uYf zfi!(CVMP$$8ioK9b-SR_TpW=N{g`|g=-TG{!VF)Qm7IJVLzSC_VNEMb{nmtY^n24rQl9>DSPT9?fgQ zQ|7Jy9$oYfr8!%9k4VEr|r1KWzPVxn2V>znLGdWixj*;OK=1lr-? zci{e)Vp&gcqOm*1g|sTx?-=q87kw%HQR&zOpZE(=pm}0BPg!!teeMES?U;Z0g6LdX zRrck(T&klu<9BhkHW^JW*}iMsXpy0v8BHv7bim*uJ*kFEKCd@nX??C_vdS<6Rv#htz@m;S9Q>ymOa(U5!j|(@jWOHMRSxX^8;@j{q7K zGr4DrLrnG0N=-@#0T_V*?4O_Ec7{5LUCs*zi$TC=3x9uw2mE>A@9*$^|H>h5vj4!v z`wo*Q`9GZE_W$C_UoYJDpI83=`8+rxLOk5x&V$qWZRIZxF(DB?2@WA49^gAn9uYMS zEhiQ#kB%O0I5EiuRxf-1g7x9nuRTHtsUbhD z3l?#}6w5kdSmEdmK{8(dCN{3#am!*JtLyLR^QoxXq&FPstvQoenwe_u$Sqjnfil&R9QH}Yk+BdqB4;riE|g`Qb#dyy%(OK{f4 z-yM4e`Mj~(^t;{hQ0|l10p>!pb?NmRkNmwAE-ozP2WH8!pLcZ|?H*S2j@x5&V3-qQ zxA=)mDhsY-b>_cE$l9E3$p7eT4w*Q*3e8m7^^tiY9v)#GvXUQCfa#5XFTA=E>0yh2 zm=*T~z)&AcCml_TN||SB$XKaSbM~Kr0Z$Q>Y;Ug!-VQP%%&n1>9capAF5bc9IeevF zQ5_AAQ4goN3d*>%3k)f2mUwxp5~5T2qw26SQ(&3J8#>j*<5T&qcd#<|{Ho;-XPP*Z zKVS~#mfY7b`X?0eqJ?mc z`9gpNkFTrbyUZXuC|P5hJag5PSB7L$EF^3rJvbMpnLQpga6#r&HUzYXa#M42Sk?1W zIFD4zavYjB1o|q|fuQJaB+}1Hc3zT>NqTFV(x=BTd=dOqGG|2Iz+6;dW=himG-=vf z49$rj_d{}H=7T9e{YTYLnqx?Kz0lZUwyYAk&eIxq&ASQiEYWpwW(f*YeCXG3X3-E; zvm;o?*7>*C{gzB24*$nq9>G1$VqLYNyyK&Rq=|NUVr{_Yg09AcUGrcpYJxx%Xc70G z^($e?^s_iku@&j&s}$;1Ijm0GX(A28uK7eI9}jv68dO5D{h(M0H5}h`aTkZp?SJa4 z1pii#WC&tu9z=t)AnVQZyP5_OwK6p;upH3Ql%I88{ZZ`2Dhe6l%?t+qS7&%2Yi^29!K<$T-yR7aOuoenuqa!z%;+j^=S%H(+{UlKdkuDE7>`8Z+$3 z0Ulg4f)q9xW^G(jq+<>&Yu6w7G!Nr#Y>|l^5E_+0^VWzP9p2X1#&Jok?qG>N(4mv3+EGU;pt(5fQV(%1+DJ+tlh2 zH3oa5BZ_5+#9`8p|Ht3!fM172E8N(rG9Ay^(pm-zozf~AUQHE`k8sn7dkr_R9#@7G z?i9S!)#BEZuo{v7wM6|h;Uy8S=LBT?9laYLdGvk(tUdh@)vq@CDY5diM^_PWZusO^Q9W>0sG8VIQz+*pRN}T|F zueAM^ohQt)JIkf_p7`M_#JCR@wb0**71)(RY4U!XsQ7#1Drnz+_2vBc>ks zQDc@fW7=!T<1-wEwcKo-7H@_RF36Y=MCN!4)QUWHlsIa%7kg3K6eD^>EMd=3F(eaz zXv4_BW`5_TSwFrTNUrr4Kvzp5@k`BD`sv%dJC2Aw<$;gWLQ(=`Hh<~8=uE6bl~ zosiACzDJ?M#O^x6>8v0%Qu}hYi6)aUAr(qTWMeRwsW`hWSL5m7ATGt-?!t7jdA)!y zRI}9vk%$w5`R-52+wvkT(D2fT%4Rc73q*Vy z@XwA^?OM&wNsC_$N80mdro~cpsCAYZh%m4etbI5EMuS19Oyi1*lw$+Fmkx9VqS{Ii+rxi%bqHew+Jr zu9CVlD!fbnk2^ z*jZnVI^&e#6(jBU2Y=`EUlUPQ&Zqgcb|teYbEEcZO3eWHgnPWL`MuMdN3GV|$M0zZ zz8kEm{M#q} uy^sEDI{a5Of*0B$Ol&lmM=$8p*)!mhnGwcq&6_&voHR8N@C%@R zf%98g?Z}q-SL0g^FT20GUg%Lg86gSFg%2(n*Y8;XA#Wy@ZwAn+7ZjBCYVf)o<+Mqo z-QJsi=sA#db%QM}H?1XrhzjPNCZp;;-kHw$=QrTFv}`@@S~@`F2AvVRccNpSi)s5@ z^Tieln0E|jCfn!JXulEgE}OiS!I>&^gr`z_I9s|-(BmwXQup5 zo#0BqWi3d2?XsDI7yHY!6tsZJ7%A5-|DOVpie5Nv&(7genV~$s8|J<#p4n=8Ox=_PKdS*;gcDo z+CgBU1w%ZSGA)KKP77WONDn`u$46YTo+bI{;|ODwsFp}8F)aWgLxsV{GAS-{dHH+N z5p|cRR^K{wiFlI67c|)|U?3(aIc|yJt-}N32(F6J{Ko0|_)xwi8e`HC$N^}0>_v1^ z26;|hb^29l%&wWw!4)I!5*|#c+@u?%w6mP$c8T8r>9HdW<)}MM-Y_Rcp{skC`(&2G z(eq~WOZpA~LMp$=r1-@r;aGMp;ZEABumsLn=CstA5K8+3O;Ic^DuQp<#AE*|jEno=D022xV`mhp zMvT`rK=bsNJrmFK&Wn;VLq6@&wAsK(w!^6=sfFYSCIuKwI|iz3l<3;$((C9gFIBEJ z6d~H&Cn_93F2r4gS+#{RyL?ECNY!+nE`Sb0vz;GBM>q7|F#Az)fTylCxeHB=&rvZX zqzzTm{F2*Eo!<0z?FsEDCsq5rVh?C+2}D>Cuh-vVhQPNrT|URfwI|F^sj^s(-@uW^ z%n$~no^gsXCsTOa7W>{sP|`M%XLs&ER({Tn>{`gFSU6ukj5m5lxy^kMFx%Y#jW*ir zBte)3!6;8A|A^LX3gOw@?AW0RebnLkl0BN21Nj>hEjf8IzzLI(w9L93LzC6JDHo+2 z^|PFy)#^^rdh+Go_&91VaObII@C;JB%igs-!xL8%eBa$z;&{zx-pIFwcUIsExP0tVAd%fY$>uOB_Wtk=La_CWQp4Po{uEK*Rck0XD;kY!0_?%LJ{@=nwK zgW3IqU6!(PzCfMVPRWx05Ga@z5cQL(NP;=H|KT5JT;N&}2mGYvEL`@#Y>43dKuJe? zBdIEh1dHSrDzlf(BjAL)uVrl$uiAa;kN+`}f2$#bUjTs>U!g$;HdYm9SjRHIVI6M; z4Rn`p-s!Pl;5k(RKpThZ)E3OADxd+VoOV*eQx)JpI`^}Gh~X>#)Ytw_LpX0&Jc5|s zzPX`IhXp+@<4fI%EvPKKzX8*ir{uhAtg;RF^O{4rR4gJ}=bcKt+_rgJr_>c9! zj2Xu&XPDqJ+Z`a+&sH$tx z;tT%#h{%l0mDX?p)$JKa2wZ!B9|9^TkjXET;~X=nNZ*u}7z{hev8!l&X*Ls9CIW$W zck;$8%9f(ywWeMYZL#A!in9@;IAPxuFMnS91rYmryI(-)^8wyU<~O00YUc1{0Kw(c zobx~XWhYcQEuzq9Hab`_>^paV3tG+-bse4^qmN)#A0ZKc%xwH|GE}n(i?2-AapPfP zYFd^Kn=+a`%>I$w;_Y*6a1)V@^t%z{AGMpBW{@>~0lcbt8W!nfx<)G~+;U8s&dhQH zdyz&UHMgS^Q=NpJ{k;ari1=}uZM3eIXl^d|tj8=%0_=fn70R)WvmZLMTp6Y3!Oc95 zgemJ`;K-}53+k^@HpoId9OxWrr2E1RNpJf)xpNKK)Wt*&XAa?SeU=wpaJmW+shS@d|S=#u-Ok5w8 z87XLq#Miht?CsCc<|Oqo^YIMlcAw$>vMK9t(`1-_4-smH&Ft5Sj;-v3S6w(*`?vIN z-eQqFI^fz)S1)_yi^Hp^FjBtyV0C8RG6kamEp|bK(nJc1kBW0~DdyQOm6issuQsp0 zIP43Pt6PZTe5RvD#~Uu)$tN5xDksip{I zPL-wrQ6ID6sUg|f)`{|$P5>R>Er^qfm@#q2MM5Yo-xaXNA?VYbb?)^Vu;O% zKN>nHH$9uu$jw43>sr=9`|aQrQV~$+nfgD#7~5lEjLkK%FvcI_9I!CP0s7pAEVY+& z2G1w(^dQzVuA*-kP@qtE#-9yGDyCe^vzQv{Ani8e!PGK)O_^IvCP&fnWLlc$g@Fo0 zDzdaFto+#V@6v2#o7Br9=gqL(gGVRql(x&ztr6iZNZTjoAK(zRH&IvztjGXe9IJzB(W^(1cw^a|G zH5bRAp|C?VzdlpB^&T5ROzL(^ZMxR&!xz$<-nj%-lwD3r4xlzp(jIZv7B9TKNTq@vW!pUyeKMyLfb&(C(d^R0Ysn&-3C_ah-6;&nH_}JT= zwmPHUW6pb%oTYvW&5G`+WS%Z$qpHSS-yINyYmZ3`$023N6uJxa>?XG)0(oQf@(G=G zwmKxX-mhpOfMtl@?kzQwz0V+Hl=mRP2oiGd)ZR z6-NNH4cQacnv;#=78tJQaC-2DOA0wrq_BtxgYcBuIqU8C1=6C+t?#_m9Dn&un&EZ9 zxAjOKU%LnEx#|A2?O+yT-8amoumcw}?93!<%Q%o(Tw#sppcs-?ERtP?^L0RS<#vBr zegk`$;9lpisKT*ouzMa?gLj859l4REGBt2)YJ(c3?0%5JJ;X1a7dW@nP)2uAP4u?B zK-!TH3~w8jNw1}493Y%-A(~JiMG0(>pwdE5@R@ zL*0FGx6l%)soF@JK{k7I6FgVQZwSXrQUn=)YT!9)|@xGL^jL))?APZ`K%x((C zEg{?;Ud*j~aoFRKyz_PG((K9D4Ow}|3*YUE%Vz&c^_JH8oREAw*K)%$ONK;Urvs+cRZN+8f}m>u)K0xYX?7(+L5ZZ0 zYNI(48PuCR;dH5!d->|uDe{LGT5Gqs(6BB~2fDU5SKlMx*Of~-QP)f<3Y;R*Ou$V` z-UZOn7zSrpzcJI~jsRW2h@7PQ!$}_oe&c*5nr0yV6lg;`r-hv#rqcr%1LfREm_KXUFum2CA#wveSJZfl92JYg==yWUEZM=9;rB7iibT)4G#b zIq4t>pA60Gok61cTzzF2gCcOK6POJJ4R176T`^p3e!=s?O)6YuEzrT@Ffuyo{2p>(%yQ6!jNEjF6|GKzwuI(2 z>T)-@oWqRGus}sB4Z(8RY)+UYu(dQtho_C4yiX(Wr`i825%MC7mZufzCZ2xKyT&@* z3(hHc6P*X#%RLfvm)|2GN1TsYcb<8D9GKGSRZD|3!Uua-L^_(O;?W;(` zFia8X&W$OQeoBgMFvU+3Xr-P7Q)q^Xn&51c$b*JyKFr{~Zi(f{-W!g_j;v-QWa9Aj z7-}eQAo&|)Pk7b7%%|>XLt?rY(IM34bavWOrS0l2%||38!;)4G+|Zh)d)$ic(P=ex z!?}9*7mRW_X@%6a4+VWdIZ&(aNF+!H+KO^<8yDJa(NFq>{EL;L0tfcY#$6M4rw8v=89phkg9s90x8;_WjuhXN z_()-wUzWEE?r~)d{_;~yf#@JN3KE4wvX$!=>4bhoVn1QQ%!cZf+wk<0v<^*Rk=WTu zu2e)fh%1)Y|0#yc0{k4q@dAF1;Yfmij^RSB{#HYzu@V~78sWv2LrSc^!>F{DkN}>0 z4eDH$r|!;w{V~Ta@jG+Me+nD_ZIXY7_ou>m_pz1YQY=!emj%3PI|%a!Y;mR<$;4hP zw)m*AknyDWdbFwkU)`)cbS9saIC|#RO{EOP1W8{+NjBAA5V250Yr@T^vZpmn_!1Hj2jGYAWfXjJFPD^~X?O+xxI z?)DNrIPDOGZbuT&s^py)fr8VW`3`fp=M6%qs>0TH$|iN!OXJ6^=?S*ExP*Oy0Ls?U zZ~7&-u;-GdILik9&2bHasWKuh7u<<4sx&I@X2z?#PZ7zHt4kk18$Zh`O;@0r&i(}E z0pY%+_keEfpAUQC>>nN`>0Ok)v;08(TIwp-v>^Ew)8%`W5Fxi2-e(vnj2-^MeA_@B zna*ULgSdB?*&OvR1gVVt=QOg{rt*kza! zCV$M$DCvi(H3+>~q?Jo=Kz$sT*3U_$nsx*W38(R`ps#jKXdvv-W5SwE^XiN#%gR+- z18S3&NkIlxt#ooN7S&ogd!ic^V-8QV5*roqTw0N?63z6)Tp*O@iSSB~+veU+866v1 z!P{Fd*Xb8W`%3C{Qf^49SB}S418Hmp<)1nvhZ*EZvncFJ2~qdSyz(pcayFw|K-Y_= z2@I4!slHMOGuOnhG|c;Cuy~Nys#<2?r*R_Hb|jf>@40*`&~-U}{4B|2R`$!erWOa` zF8xBg^urj@W~eFf)zu6cc3h)EJB$b^6jR&xEQC(Ca)TP>0`uv+jjnZ6s&rH!qvIbw zJV)L*IdCl0QQ;Y))f~Tn3p=z0b0qct`QpDT~Ji?(=dxi7-wU$*vaoBWXrRW zT2&&+d%kMQ#@LkqNZ(o(QuKWH8orf~#t8`w3^~Vb`Jb;YV>vvQNTAX&Xu>o@Jtj@REs-zK zt3}mY&7Wq3&r;lg@72P``hPiA0)9`#{pS#T*(|x|H)47(< z8_P^)%}TW*JxvRl!qv?aa%l3d$fW8ATs@LGit_qtu1?9vi>Whccm;Pgzldl*0MmYc zCcWOD4A&7+}miZ@|jIX>QwhSEFg>eE+aPnHHYj)&;3wEnL7eJAD>FswMwLJ>eaBkeS-O%BF{DH@a<*dZW~&9V+o-vc4NiIY5g3S%re}|xMf?hTsh7y}sS4>H zX<@z%NVBx?LZa7ob60szms%}QWskBJtq?7>m-bZZ^BbC5;c3e0Ujstk4`J)U?@_Cc z6Bau+rbU?#j_-i^t9|I9`fvP&neaIMGg6D`!R1A?%ibOScmrCMyf6%|PP%+?QX7hUbLZ!rUjv93mFNEx3 z=@SbWbMi`zaPQp)eSrnB$BYGhJ6jGN`au%+i*xyX_da$!hxLqNlO*yPMVnE>32W&8@|fTT;Nvny0X_rYSsPJCpx%|E}O_lHEkl#x7-_GFK;BHV7E=5rq@gOzx3DcxIy4P%{b8e#dxo) zWY+#!j=qIIF;t|V8&b-iPQrbxj!n47$FUO8(D&Bg_tx7seyTObXQb|^eaWbzx293A zFfrZcqZ(U!L8d|j*O&{VjYbSI*ul*O|&}#>zg#qR!eQjP1H+ClN%qaA$yt%4+Ri6(gzR$7a zm|9PGIwnsM+uNWk!!E!&Paknpz-b6g>gn*VYH|aUfsu&Z^<6|nE~p6UGoV9wh)q)h zM%1tF;#5he1)|bTiu${EmG54z8&)MoJ+J1nZsB<%?ovLkscT)02W8el>CU!xf~7eY~_w|xzu1JYgNq+VyHc?l-BrqWfWX_VKJiO-xWM} z*wBN@rm2FkCw{ZO+n`&eT`eznGJ^fWL2b1y24TmvH1QQ3*q z&u_P}+{iJ=5f_K)K!06BtG0UpIBteS_|7sH8(9pz<_$5G+84JnHqY4gZoi6llhB0n zT*R(voz0Qg8kGz{)au7L8*&>sU4Yz(5mhl$6)SmB;DAjX@~Un3llzjZi^N>_-7K1_ zjn6F5t%{$@3aZwRF|{kY#3tCc9xE@TDC%#cRxl^ln?%jR4llD16E>^Knj<&C&Z#Xv^AK}aW2h^^lw(rcqzUczh~n%^aR`rGqt??} zX5wKCh73Q&3e`W`9Q=D~>bJk5zRwNtAOwRh@9z4c-lyA$wrT7S{jrhQ- zE03YEaSgfRuH^RVBE86aGxF3>Wi8pOwdUGmt^|#mX7kp4trMNir6VFKDa>OO5iz^M zcPgF~4-R^I&T}1EYHV*so;(=gR+%*1-LIv-<~?(#tw)+5#d_yCp7ZacI%VPUqQ|+Br)e=)m>5Vz!!ZzJmDahS7%{&ppXF~!qCm$Ye z^@v@&*BEBrAyQW1FJ3Vg;kpoS}Qjsg?T`>2aYYCIUN^JwD`|2f5M8$@5jF z)l+$z@eP;S0Ur0>&Ns5E+o)Hqi}g6TG;i;*JHoF5Z5(5`LP*-#qNhkBc8#4TsKP-&`u-{tkQublYaS<)eEay>dD03lfg?z ziO02cFHiPUUI8RY_{@a5kGHrV$xT?iU4pU$aEoSQ-v%9NzN2h53H*f72nJBPek@n% zVvRnyT@s`!yl18*WN80_=XSAHEwizzA3aYZQE<9F>bH33Y0f|5oeT_GZutRbrUm#t z-T{!+oi^xGe1GWy3X5)hN)qRkAONtVcJtwFkRQ=0O8~r6HrZ~}eR^A(1OS}z^q*|P zzrkbXs&y-KcFw#52-K{pKpcmANTquw{TVZ7`T?9VbIL3LaLUXXvw$;s&X@)KbrT<5 zS87_@=wq@3rtNF?HRt?*x0gK5?f)l9{3VxE;_W-UN7rQwo0Sd23u0J^hvQEQkF~yq zO`bW+zaiLPQvH)|6kfLPT;NDv9bQGD8bzqd9JS-S3;q9>b#cZO0C4A@0-F4~S@9Im z1S}!`JEF-M(20V=8GebLwLQY?w@ry!4t8D~<{YxvN8ub6r~4FrT)jEKq!%xq?TiFV z{9$XPiYLO_+s%`M-`3i}(~Scx3YHLsaPZ&o_I8)MaN)O$_MX=6HymueMBO~?1q6O; zRL|4R&c_z*+NyF>x?P4 zU=8!bHL$dd^v~@{uhY8&`(|3h7oSbzA{ dSAMgDm$$X2_it8^5SJAPlk)JWT~R0f{{Zj)O-}#- literal 0 HcmV?d00001 diff --git a/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100.svg b/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100.svg new file mode 100644 index 0000000..e055796 --- /dev/null +++ b/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100.svg @@ -0,0 +1,838 @@ + + + + + + + + + + image/svg+xml + + + + + + + + + + + + + + diff --git a/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100_overbooking.pdf b/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100_overbooking.pdf new file mode 100644 index 0000000000000000000000000000000000000000..7ca0495c573f22a7a55ae27fe1337a099b5c2678 GIT binary patch literal 43649 zcmeFZcU)7;x&{m)ph%Ib^co-_3JFaR-9iW?G)d@9fzU$lf+D&_dXdn(Kmvp+5W1jJ zr3(b4D^2N2S5Wxk-m=fW?sLvP=Y03OzweK`;Fpy(GwYrAecqXOW<4`2fEy5~gw#bD z8bH-r=>ZLxPm<5o3Qcq63g0D78y7n-dp>DW5`u=0kM9!H!O6?UgLHPX^s<52Si7QZ zXs%wR@$~Yrv2>=novz<2Mc*t*`)Ecf|Ms~TC3AKnV|BlX*an?te$w2$fgjg9;kRA3 z*Xz)n9&gb4jNcwZVZsS$k5m!G0XOPrgVan055=I7-8)Zo%gc~$saq%JvKgL?i2IXL>?0TEel$0dN2L{VZUIa_ZgJt++<)kjk zO3Gc9;xqs4RuxwlFVel9eBXWdyQ9=RT)o}?WW(>3{g!%c7Lufbhoy_B+xLpC{f?7i zd|n>jzp3=yb`?@7h>eefwGBc|`FoKcMk8!IUA;Z5Z9MtD1Bm#OiQn!24(y-WkNh8M z{jSCj#D3Eq>22lp8xSz(VPd?HHn>_m@_DG?|A# zgOZVxlaqb_BRiTPQz4_IIC=6U1tsZ&l9G~&n)Vbm>0mf><}@uM0}~S?10y3d8`n8z z77kWM#`FB=Ik>rbd3l-72?z=B2yyZ7@_ZLUPP&zvikkk^DS93jMi!ob`#5?*#(0Ws z`b04Wxd7P-Msf;9@}pKVZjzD|ByGPd{Np%DQt=eU3G&mVY~)!oGRhMts3}M)lT%Sp zQInC8pP)EN$wwIQ&CAo2!WLi+#j4% zu{!;0b~)jboIJ`qx9TNHC#H1O*fS zNlG@U2fCK-*#n=bSOq}W5lH5vaWYy8QgKEKMzU*U+kMyJ>s_C_zp3!yd~NR99OgK6 zbOy&eNOPv<*~1f@9nZdaF-QwP6np^9tC7GnF%py$G0JQh2~UFsj!xnD6h=I7P26IR zZEY(^=j*5RJn`<8tunitfX|NIS8E2!Ujfa>Zn6g!pjb**%Oal>p`}VUAPHdhkddvZ zl&9`Q)y0IWswe{irTI%|eXnyz*7)!`&>YA)9+5RorGD0QORbBJ`*d(<$v)F@K5fh3 zSPY29(8sX-=CTAeL;RFUhEa@4v6V@bgoFL#)sDPw?~50AMc{*HVa_+58(Ccx*)~R2 zzop9EG|4lc$k+F(G5c97+fUQ9rAYB|F;IDY=fIc@$DHUqhq<6K2IBv*xP~3mREAb} zp)~cLi5$6nGk^G_g`ds2ctqI`$g&?J8Y-GVM`XJ8ps+zUR^+Jw&<9Qp81RgkS&2U5 zE;~=Z9~Fn^*n!mZAQ6e=nS;E-4x% zHAYkW zvmS=~2>GC>SRDNI?n1VrWKj@XxQRJPPynR#VHCxsq4Bfd0|YEhPS%#dBNPh0`aaf{ zUeU*kDG%CsAT-mH9|ibRQ9p6=oP@85yOxx1PC~X6wM-q+EA@s|UAwDw)J#Li zEs_0)M|tJ!jdTl(q>~)MrUh3Yx)+3(UDc7ttRZv>b+JZ!vHl^`2IpEfI5jZKr* z6&NxBe;Ocx7Qz916}6xc)fKP+J>dDVxZ?&AQyd9Yj^gfQ64p1i!KO~SclE^MP7Bnf zq|{jnTrw()(SC_B)E2F(+e9MYY>Kd#z}#zkDZQBtlIVm{5Ie{Hm{mpj#H8bvdgB<0 z*!RwYF~(n>Wu3j!i*;YQCKoqL%`~w2qkA1|!SuJx6hgF;-TTeEzs#Ck{kaLK{gJsP z8{1L*by_EsOGE9rs^h+^{zoQ{?V$WlR$AumHk z1pmnOOH-d4x#ud;F~vtmLpv(apd0<~>q?Fqb52;inEC=Eh+Mao8yP`cemh^8Eu^ zPX#*H^D|vS;|szuWChwV#MgQ~6c7R%wry1fh=ab3F)|8#SQe~Z+J`kKTrdj1YgCoq z#3_!%aE{^cSZ`~c6F{i%XhwFMEZpI)Ii+91bsc{lJ4BB&vdYr5e>`-dX#fD3{uuCMPHqc2FVMaRB29tRX7ZZ3AbXIuB3c;UHupamY#SGFbnMoCFUynOt(3^ z6`|%X-^&7+im+!5&C_e;D-^@J!-C%_1FNh8s5GvdJEb;o=#1l%9C&86w~okyyklE# z+3&%n$1!4VXrk>0W;Fb*$Zl|z=z7)Rrb01}*CDB}ZB*svt(oY%n_U9dUEhk8%Hrob z&Npm%OYjUVvs?hOWgt`Wh_g^z!+K-ERR@uA2OUfHBeGB8jP}%u%`A=LQlUB5LN{0y z^nt?9ftHObCa+%SXjNI~mP6zA+iGJ7Ue~h-s&?SZkhd0DZVj4;src~ShruH1_528? ziWkMksvgfyoeWGIoL5Z#%8|6JdPKIaWIqwzu)uunG}ie|qBoLp$%Ug)aPa|9hKCZ} zYB;6ytKAXV%a>DX@8X}ENF0&5AJ84RjhR_l&&i_SB%bqRUizg+BQ`X<+{l-0=!zUurwkxfcy?@LP4o4w>Lyk7w)I0%5ND3-#}Zn`L6L zVGbH+#A6fE#UI(?gv*29iQz-bRHDLU9m`}}ghFzKL5UMx0Gt*&{-LtWj<@$?xB&m4 zCrz2#gTAt6+UBB3KF^|0zrM@6TsU$u?h&5ZK|BeBoq46C|+}b!<`|=XTV+tgh9aC93`;W_y|+Nx{5=x z{+%Ft5`4C-7BdtXH-pYmO6o6kXoCxexQ6=yvtnlT{_$y? zuN52C42szgkFyFBy5R7o&(UY3rj$@|F2V&Z7so`b!1Zhyjy@J0Hm*a*f&~Vj6(*4v zNIKl$h#uZSF0700rH~GS?Qe%KSh5y)6Wck!`-BL@=6b)q5? zlS)-R%UvZF?hZ7vnTae*w^h$OB#(0vLO7;Fm=F6>&Ny|u$6{D$Era zGuf{Z-;HITAT+bWY| z`bjIz+pD!TQ%H3`xN&WQKSyb{5NucxQ?qN*L8p(>D6tCNw0MK2)1`%KZgHe*F6IyY}S9$NC=Ieqr}J7<}JL+()(+C;@Z5!}W%< zFG^G@*+vX1N6|>E>;Q#t?(&-dP=tE!jKZ&ZN)uo2_8;N~oU7H|ejzKK=-IvUHX!S) z><_Kk?w|sW$R0b#?j8Ojew=u03T5UPZ{R%VZzX7Ye~6`U1&?k8?B2a@8eYgsT|`J% z(kKv1#h0jKz7nJ#)dr`?4mvm`LNjcD^RBw0p_r1lcAHLJkC+U2A*n?}IgJ3f_X=AQ zI1OZwZFfikMgW9>J%@zGICx&{K3n;-dW=ua5vm3$0(iijDaiIp0c==6NDW@aSsv>O zV3JKz%*rSEK)m-iIGO%)<7kIfnA#sm&uBc9sp%xt+gI8x77!u6fQc%xuOTgc`+?qR z>$wHC(rJhY1`hK%UB{v1s3h`7f&SVhDV9U|Z>zSy#nnE2o6nt9 zR7`@FKJG)nwff#YT_TU~&_VHAZ*G+|zn9uaWXQ~S$LIX5u)TnN!fjUu+nbkiv0vWm ztXBpQy{R*{4_D--)NZ_=c0)cVeyHX7{luHD)9{h_X_}{}>82WNt0`;B_Ml*yL2>EZ zh--axc5F*!!N;LOZwGt7&)eIwXa_l1!AJ?>?Syl)s)DLmop$D$n0RPF3N41Q7_AFv zA=XTrOnh8EH#f}*3dOg-e=k_J5eT#CuiKshGqdYyLi*uhse5;3^8Qkjxo`^nk%WhA zG(5kOanH;+bIm74A6932C@9gw@PShCoA#Xt4bOZWmNEkN^DFmcqlcIkzG&UO8vQR| zlKVR*pZ^m~w4%bZVactsmc7W21%rc5zm9-l1$(K*rWm{Dt85KF!UetcLv%S{&P3b^ zZ;NeOj$W$%DB|_}h)m7$dmjryKHW`OQ}_TZQ&?J@@y)l4ZmX7Q+lg4&$jYhw(FJ}v zZmz~_r2cdLdk>>4MgNoBf7t(Cy)$M_C34&Yrdd4JU8eJc1D!ii$HVS4lMGU2N^n4v565i8B1(I%|XA~AM)G`iMe^m}{z{nhvb%#w`({idx7oxYd==HGoX#s8gWWw`` zm%cxTP*Haq{~ER8JQmqLV}sD#L85bFu`wi0hB>i3?G6apRQYY{4h3510=Bwf-y2?xy%ZXQ~zV%|3mNo*XYVCnm~<{b}5Ia5&&)0cEtn!>blvg zjrVXu-G|L{--AD^yfKkgYW?lp`@o%x_rDzj{PzaOe|Plz&Edg;9K*Kl=oB4XQ}W<) zWfzA~NrkbbsT{XSr%3H^;b3T4gHhMKO>MKw&x2<{NshhG7h1^^rYsivXY!0;JUm2rwNj zrP%w~J%1kI{>34m2EGf#U;RVLcM7c5OMW8%=6f>+BKzAj3N7ub$;yXXJ*Pi$X zsh(o#rz#5j^!YX0;=>rSMdRl6YP?ZQ_e#s9@9}HkB_Aqm}Zsx3j02nNV8EC?Y zoVkT@NlN)x>zQM+0@!P2B%LvU_?)o=9Lp*$83tYc?4i=I)z^5gelox{T-zLQR;`=kCJ6#gndS% zPrizfX-{HG{Gu?`)pZGm1HeFQaEwiD^cw-Gt%9~N-R6~S?K>>j%B(ksaL-as5{eTO zVsRK4P)q<+;bb7uf+f>+QoX20;|!8e5Ta=oY_p*yq~~eR1B5V__5v+WUvA*;E8k4H zdj1WmV6;nzXYt)UonZF=CY2WKk8JK=Qjm?A;aW-%=~C7QB&yF!ubc)bbftsEYcU9y zcubY%s|0HriN5VzdYo~a)~mdMA|_4<+v{90$9a_hI;tb{;@!#Cz|95Mg?_J)KW>O!zQypp(Cvo6FCD$_ zSLOR8vzs>OEW^`!o2Gl;3n8XWT|_=g=z`)daSX0t3O~7FN6awOy_$KL4Qb4jvtFzV zsOE@FYVpQ7%gIRrLGHMr&Mdpx%VU?dP24kekspRXK)E~UEb)3LT86z<dS1o zMfOC#iXJIXah+O`f|2GEM`TIjffw&!{gbI94hFx2e2aN*Ml$sLH+^V4}1T$1ME-Nx%eG0TafsH~w_zuq*lS8Z*?m0a^s%&Z6`}sk=9&M=ThdWq*Ronf z_TyPh@15YW;|!6D^Tm?Zg)cu#YZSPV{BshYFj+`S`%Lfr)Dmr<9KEaXNA=V9`QN+O zdiu%vtAL|g(mERkPux1?m+rzftu_6)XU^^YrpxyIzX}q9S*A!$MgbD1ZHOFP&aD^> zA;sv`t37shm!}KkVn<{fLz>s3ae?3NSo@iZncK#SCET#W)>fp+W@u=3+StaeRlJ5^ zvq*4DZgVp)wm-5^^+ooHPkY3{CaEIg~1?< zIuWaeNN5-#aiI4q!BRt>zr!z>rboD*(-md5yd_#2Ha5O4amm(OFO{yPe&@mx)2YMO z(VBCk6xhnI>xMHahxw3~*I_=C3Tm-!Xm@A~jUpY>Xh0k0h6|$^5t=*Y3WM6-*-M!; z{^6@%G|3r$xQqRVub9bHejpJ1qaB=ladzu>UHE@Eom}$dl^=e${oUz*PY|{6zL8{? z7tk1!Xe#pNV&bD(n1l^LhKdddUIPgtA|r;21MQdUey=w+w8Q_(z^;5cJ~=biBz5+2 z5b#uju4S$ePeq{5_+Uir$Hp>`OHZk$v%i`vZisx#r%oi8n#SacsfzP<3yLXOrmkJh zf%pi3l>yMsQwwHmLIYyiZKXC#<^OI19Q+_imLd9%OhC-V5!*_#oSH{t*L$ zH4YPmyIe1gC?|#5S$rAPeIi>wUP6mU!gT@P%Ac1N-%C1Z6J5Jw)GIqYNfBcC*?aYj ze%qGm$X2$3ltL>G<5K)`49x4cwleGvh1|4K4|--7B-zBVFWoYz%?+rENX~y*&`~C= z{N|!w63akl{Z8qOydy%3+GD#|wKn9g*gftGx`NCL6@4WFG{E&HcPzV@f&mW4kvP2H ztvmhZ?Sy4=zI})4_I|p_QAMiW`<(Tda5oGZCFD`#1+&$8p2p>WlMS))px_ z&y2C>pH3iHBY^hBH&S4umHI$NZs%+0__^5hYqkA{L~l)z8~IC|G>f=&Iqf!S6E->* zq*whTW4Bybyepmorpv6&+$AWmt!JS9x_?CBA`nZIs!n=3Ki+gcmYTtmoxU$h=6zI$ zT_*x25odp$y?UHs2y7ln3^FP<MpuJa~Sq=X(ftDxz zvQWXWh-_u*7f4iOsGs!+MJ8qeYCl{hCO z+V2;Y$M?{7&PIWf*IW#(_j>&DsRKql|e=d1AIui0PKx zi6gR^FYmabUDMFI1vASUYjV{emc9krnEmttv2< zSN3Cos(fcQTx)MRCB;>eHA^i#z&|cX%&UH~fWC&U98iCU5uJZyQ*=5kUjG>u2S=i1 z^18%h(Mbii!1FF4Sh_1qtj`=y%UC_(R*(_C@TdqOsI4{*Y#)R|;3hrat_}{Dvm1F| zkYZr4OciHAQv$~WlpSCGA3UW3mgLl!Jn8enCi>7| zUTQ|xa5V04$wnzczID}+y_0uf9DPYNnA7w?*>2AiP9~Ylv26Mj36*FlEz7tlW;rCU zN=-ZT<$_bfaoE)@MvV{a%j=mzTRw^$(rHVd7qt%RWUKfavMdvrLO3mYd zk8R;^oVxGWLRGD-`(mh%cG0xEyfff|)n7X}o0Z3Nu(7t-Lqd5q%SrLz2mwMRFp#DNS zK<@R^ppZpE0Z24cGqjIgI5W(_8DubWM5eq1R+f!D7z-)s$?x{bSF_a} znnr@oYNqvax|kKi6!U$tYA%B{_TT2^A5g zGzvUBqjh;?h0*Y$joexN1Z_lyE{h0f_)yRaL=9C;wDI;y0RTn~xF6Ck?x`7hl(Cg) zv<$_8IP^jt;}$C5Vw%OME^`?`$wcD`iHQcvVzX;OIYaK0GU1v;)m8*=oW85I=-2Fy zGz}NA4~^&G>cwe{rrwd%tR4@jqLg2kDu&`k!o_7$P4!K3F>LwoYsAFE{pi^uiUYznKmyUl72SBvk2n8k)X zjSSc3#VNs33vPRV-UMo`+MJ84ZKk6WTWIvhgT+OAV&1r`A_sya3qfcQ*0L-7Cce`{ z?}L%Y9dS&}sW3>TawzfP@TFhAop@^{p3xF!Dc{|pH${n*66(}Hg%L8GRoI-?y$liu zx}^awM88kq#|rK3!=8^{Dr7+i3k|tQwXD2|cQS^z=;B{5=`G`&-PwO_p2Jj4*r&K9 z;=~pRN(%)LMeEzX)H0XoyR3q@=q(BIQ+z2A`~+2vsMQfjP^{2;)O0L&gT}p$bLVbN z(uFS<4;M)rFBcF-UV;VUU&W;PHsz$FUgLxhb~Jlxl4<&L+padknpqXhUG%6;BaARp zN}*NA0zVd4NSD|&0)YcoaSYk8zN*q7f>|QvR0gRsy~3xZgHp?H&}VSOu_+JZ8S@3# zSmqoA1ppGZ_p%(&qmji5iRVK?p7yea%bbW`yPDay>jb8p6#y%yWaWB-Nrz%e%48dx z#EVf1mXQI|k{fo42n|I_*sVOMX_Uo&G$%A8=iY+ZeZTQ5^+DWBjjB&N{qJ%#C8CA^ z@(VEcJ|`OqsJa;j06e*reG(VTo>`vsRRwn|9dNV7-@K*5VbqZJ7TPHoAcM^Rr4{|y zTZkEDZ(^M$5nEEVoKjrsUj&kRo%1e=r>!}GOSF%ziXI2>z+Kl9Ar593$EISSYWPMW z6s%mht;q6Qvpkr>(j;e@fR?x}LkWJmiMKG8n6J6B3~=Qj#!pX&Yeu+}b$+`r;jqdd zG>LNIiPELRU3hd?-X|~dTaa8Yq(O26x+2zsngvB2B*m$ zV!vJs<_fJ#_`G>*HXIjdQYMt1tXk-lU4nEPD9%W%W8^DE*{a=p6z-;^jK|WdhNd?Y zl>kHLx06++_N$xq+3jT<`LP92&$Z{@Zz-3SP8hYnBk1JB@TKTn0r1~gz=Y`%Q}TvP zx&fJO!alclLZjE1?ofXsxaM~K8jY%#F~aR@UKWr}S#97aNWiXNsUCrDV4Muyh-JFT zv_h$ny8#cLir1<-6b&uGQxTGRqIiiKJ0{i&=~}|d3h+@ZPN5Y$rs}!+?C!@imXQ=# zG3MGkthegc1ULY?4m-jl>X+eTpjz#Ht!iza1@7>XCOkWRk?sqB#Vi%vfO!i&m_Du~ zDPDck`tmu`mDNc{eTR`X{e&f+t=g|`FE|upLePX0Etiz2%8HWXgKe&^mgp2Xdi%Qd ziZqIpEM{&#r8j)|r03;x^$QZPM?t{bs`VN4eqH%PD;g;as4;#miTN~pq2h#MNJGJ} zx9e0>aK|@k<3Gv$Pn9y)j-`)zQdvQ*iy4EGg7Kd-W6zPb7F4Pi3@6Zl z%YcyaX>pL5Qa3XD$gob>Cn5Y65=I@tG}CvXDLL`XYMFO&{TL+;1pbBU4(kS zPk_d1m?Dfyi(I58(dT(7hd+IzN-)RurZ3Qg&WA`<+o(MrDLhSO?_HvwZ-g-v(2u+q z_dwb|o&Cnkr4|f43gPK^xg@>>o3H{fSyw#VfY&3R4F`;@l1B~-M_3c4Ij}PZKpFW@ zSqTc+!OO!U9Ae{%K>(eSd$IUd(a?2ls!QYUq{KGu8XKJ>vt_|;i~JyTEWLDCyqc{r zL>4ovr|tuKY>R>K=om#9`orf{j3Ym-pKU)C_JL9WmCrAs5q{v*Y5DuiZ@O^EL!gc^ zVbySzcak&YQ}kI#PRn*!Y~LhceWRwhng19V=>$A-7w1=7(G(Gf9fNfNAbrwwf-#++>` z1qIx@zd7<>TP81SPBm?o`Nlz%4suL`XCtTl>dq8^)ZK*#M*DSzbEj<~symT=BTX}# zEvY8C!%}pzVY)4~xpdDB;n9g}w&aq;7PxoRDTG0Z{_@9RW1;@l+PP%suB%F~E#jW8 ziq!*kc!aYMF8T=Z0jnqBepfo>=L+EJ@%BP^xe={BY>eBp!4gNVS+VL!J_AWpBlp4f z8$y|lT6pcN&W`vY8wvKq#k6sb#75*kuIO3M!{@rsgKo~=JX~&lN&hD%`p@9dd*-hi z>$VsfNGmAYmCIK0WwS!1sd20_x#D$vuSqNP2xJ|l^NRFa_w#4CB(Oa)VT3UAmn<Wr}cEA5H-NHLWNWEvD>Q&Ljw zBG!qBBt60gMJk4r2Q$7d4qs;+Vg=dACKAVkP%?1KSD-WKm2Q=2_OuXh4h$L|=UVCW zY5kL#96Cn9St8dA%3^QKR^gKG%Ux>7e+#s)P^uVK!14^btrEP32&1wZ1vm9f!bcoP zJDkkWf5wLLs%&W@d$T_L%Znskd8znKD^;hFm1Tj+pjgI?p4FSa_B0o6k{}6opXPaq zyj#BC=r@&iDso&e@zlq{8cm`J-k|VRiKmjj%cS*}u#MGy2@h4N49+=px6|^tv%(d9 zHJ>Gbzi`c9$(!;iz_S=aO^i~1>t`31NJg_Fc(Fzs^G3Ws?%ws8<%bS17UNSYv?~=* zf;1e?6f~u_BsMYZvX*~E^(y`8hng*$=Qzs4^E+~pS;HVb&wKA{ihV%R(n+j)>}O9W zQ*bqRY>$Y20>J~A)M0&GLz(=Z6jU`~RBLuuquJmNg3cu9HiT@2*VB0 zjUk?sl+3iU7Fb*o&HH95hwZPPy(DQ`>cF_aQ31`wDh>Pq5>8! zJ5u6^+0jct$MP%)@76I?C%c>VaNf^1a3GAaay%Mrg{DT&wI&((W2rrb4z*Y>HWFybuP8G9Vul z_t(tO$dXkc+>Ei2VtjMf^L!M;t=Sv4rjS%Dc89bmY76lp4PFx5R<*a^QVzMBU!_#0 zg-4*>6YXT%d?7L)X~KfS4&`Fg zAO8xPhAzAwK5Q%Ss_g-DDC*`Cf{h(c22Uu%fXeE{5Quq@>N0t7>o@|3kfL3tyT&kU z29r%4=fbmcFj;5{=sE%}0ySV9y;o!T6}oB)93`hbQbM0@i+vM@PG`vkHMQi$X}z`y zn7{MtaPaEO=50gO_5^r)TpG?ge#SRu@{KA3r%fz){ogGoC{{Ko+#Y+B#q|zk&nWSPS`YBepBx0BfJB&q{vokzeHB&NF02@!0AdzSiPbk6z}snUrjvaHsYv5uTEN_39f6rKCX7 z^Y(A0sn?2f`fpiZ)t380F~s-3n$@NM5m)+1yln7o;f$Fbf0rh)Kj@xzvyTpr=K7@p zjLCF3(Lgcru*pGV z*Y9+t96fA_sgdKE!R>h91R+kzFy3dxn0+*I?G9t+%;GWSyIC{H$*Q}N7}pe2)g@k9 zsIZ|DB|p*2=_9&hNne3 zu)}&b-IMUv_*mgqh{Sy=t*(F*>9;XOIu9gLcCgHGQ%Huf;cScpm491d1iz4Jv1w_b z{p%kLx^lx;OyErVVccH{_!`)ak5;T9*OSX=94 zwZXWH^x2a=gEJ+L;(^Utn4bRCBeH_UAuQ6a`5w!tPG5>|YXUd86d{-;_j|#o z%!Xx&x8qOu^sA&*acK`<#Hk*Vg8NjS-Cp$YkENvZ@XW|+lKm1K;3SiV#46j!8vhJ;_k@MxwmFa2Th$$KTYq zO>(ezhg~z~7|eM-4pn-0tv^6)sSH|GY?$LG52iN&vRq--yNnRHC@zsga8>i@Wir)t9Mz8sX44c`cZS9vuIjGWSgw|ebT(RbwjILP|x>NRgQw{jt-$$mjBX^@bxdPOaIR; z^`83MMuQ*gs-f|z4^M?x$S!0ZsC3i|=8rGO5FfL>`+2tY|EZpm9MD6b{+YOMaL(gl zy=CshfWXti2@R|&SHxZvka{O!S(owt;{Bhd=wv7UHY8}CU3}YoY2(rnnYY!gpURzb zIwDg{_-q@9ACOeB`!ZS90{*5Q_OrCh7Fh(jVCmXJE>|X zcyKHKu|%9I9moS^9%!V{h|e?g1QzI9&a!c6^=V1y1F3KmBYCU`g9p`*R>&94n8TMw zs{wE=nG`L7481sw+gJclMxiD65niEC5!+M4KDsszxfBwgnzfKjSLnz}ZIV5!bg}!P zZY=8-bX*X_ZILY>Cn!|wpzH!Q6s#$BEtK~N%bikK+!Ut%HC$0W71{Sr@iqfzE)8OIpRXZiRAiz}63w8fjgRXZe>q%;uh1}EjZbl8 z$A-6~!Af(*@MfYD-S(q_Wyu!$=Drzy<05gFszRU6yu?S((BL=5qCGn?ev{Oy0~aN? z_Q;#tF8i1-=)fF1cPGrvBSYAmsta8MGHYyCCIU)jth*GXUdUgp+O{s5MHkX7KNA|B zvhwRRzN~4g(}Z=>OgLy@XAV|%Ozr90W2-g6jKoTpJm6|~ZUDRHiVm|!;?dXD1G_ju za;Jq2C2Uf6bbQK%zWqXqsNH%T5{|sHW_J+9_PY@gZzIBlk;buz*63EB%x);mq1sgA zjBq38C39hDu5R+$_-U8=zOY42D>y-+Q8h1dJg+TfL91y@KF4XdTEdek#8@x#b%vyDWq6DnEsnB)Db<{jJ!G7+{%ro@*<8l`%cxFj+>&|&C z9kWN-<4DGyFlWWGbF{dsx0K@#-N)wsVWpJ9**b^YM!u;hBbWvkzYfb}=?mi~zbxbG)_Dvv0=PNjC z(CXHvx!+jjwpaUwdz#7aUP;kuz`p94>X|`I5@!S#(LfsKV8i*UYknrFv?Yh=w!o}b z?>#WD$w0~CzU(w@dec;2t_gQQ^QLB+R&2Iuj8dOn4rm$k7; zUYJs6UfT+-tCFY4bL9zrS;zp7+`r-A~sB zV@SFEaz%nchA)w-5A7C4QngqpVJDtTkp{X3rD9&z}{pwlLAlBS-g4;+}!&`;{i zx{4UJEuKJCnyCVL65=fqXAOzd2DS8|6uo!Elul$sKVAML^z4jj%0rP?kW&dKJM*+0 zPD!VgU@kzGwIHUic;nM>9l;#1ED+p~642)H^%ZsYFMheS zmj0UcJn2$;?RwwftX7R|O!2c-*4eu1Zwk{UjQu}&R`rAdmRS?(m7l&D*i$?GM9sa^ zsLPu@{Ge3NEYkBv?Xoc_|5dzGwO!#DhlWQ0rz`p5q>NGFaG}0c+%G<9nh}DQG@2or znJGneE>2oP&NU?-@F=LGz(_e`Y{ufd+m~nz-P#jBeSIZ=^UOQA>A*sbUVd{cIySjl zYlC*?v;Vq5+?|~< z&e6nq)PQ_B`%kR#m5-(o1|15%?XMT!)nAo<0JY7WQs6eIu8nMScrP2g%pq(BCsw7F z&Wv{7z$hmcsg~rbj(XA?hZJ6!FqXpkKL;4LK4`T-dap>N0+P>Ejg|PjO@e+S{a2} z1WV6^6Qq`Cw?qxntsX?LH?fW-`Fe^jEVVm@%+RRIgUz7|C(fYtBF(| zXSBGL_C;`#F*Y)E1d;|Y$JduQ-v9W^<(L5rr>@}pZiKMS%=mp{zl@?H83~y49;a&0 zfm1y8`Kp53@8k8~o}*mbDb(NgjeP|L;(w7nrj>roS^i_j=s%>M{^`?<=-=iX|DpJw z=UV?FMOJ`*^3p)4%#5yvw#B~3N?BHqAkEa=`z>Kc1;A_OizwC7U7YVli z&>k@nz4LknR9fBJDE5q5g_~cr**>ZTx)vz65PD=nK7EoGN#2Z;ByOjxUDc7Hnvt|yiDsCqaG;>-B+<<7md651rz^8zQ?K~#5p3Qr=}i`i zRyi_?v$y3=WRiK3qdf0Uy2DMfmo=u*x8H)_kdXUGJG|4h-rGEaqhQc;XB9cyliy3) zQ=_qT|A;K^l|KTq$IV7;ja(bJM%b zxka7q@-ARtH+qBBR?8|sYc0ka=E4bDFv8&n8UZj4BxuEd`8Aj%NhLi z-dVF6dzP?b^^~FokOf*VWO{fXn{Pg19BZ};^$`zCZchu|xW|D8|OFv&!egZ<{jAp|u%qf6y${v#mO)c6+aWX~;Ih(%fCE>!sg&{?!ov6_V)!db$J2~6DDh4Beb zdLl~`xFd^wIG=FsOmQ#H^jy|_!o!suDxJjbk?9=YdW~JXVB~%763APjOE)F4D#o`U z)b!TmwIH`&0c^Zj&B*ySfJc^l%B7|+*y0RdGk}DFprTpd8%4TXWUs6>WgeD?wOa7y zYGS?ufVwC`Pr=8hXmN4fktzd>(i;Iq?(kU}H{lrML$UKp@*XhVLTzU|nTiAgrV&+S z-VrzrG=%%6meo%^^d|#XDcs}1TX8`7(sWYS;88W3)Xy@NeH2klT-)klV)g0~gMu}M zEgKO_^44sF;Yp!*CXqG`ykCW$+F)L~&aep^2EecCxs5^H>0jfxK_1c~4?Z!|$+Up9 z_tY1*rsjZzg(gWYRNU#!HQiq(g4eWG18)^$7aLT!Yu+`Uq1AHs`r_OjguYy~X?NDv zVGI-5d8%&mwZZk#QZ=g@4Kj9hFIo}$6pOqLY%j#@I{z0L=q^a7i#ysnHY;LfJPeNy|(d{uMrU?jlEeq-o!n6|ZOqSjG$nk_cq}hn1 zAUbt9-e2N6c%-kT3rFhwfTFj$q|Wc4wYG?TRdcpTf_3p})|(3wV9TlrKZXO>SjQE| zo1L!ZYj2%3=#$ALKQ~albJEwdEi%sO*H=xfKApmn2e~`ZxNAEn{0J!b8;jA=o)F{) zmz)v{CGD7c04>abQd}tK7a|5vo20q*DiTq4o&fgA!*cehPa(%!yU8;NQwM zzlait3~G(l7)q70d!5Z~*JyFiG|9d`EE*qA87t$*}Dnkcnk9 z?snYWH|;U9{0e+1Dsz6A!&x{d%pG5dBdoMZ?XVzy(axDerlv!Rlk4}2CfvsE(>rSq zL`N*`$Pdk0I*95S^B_4C;-uV-eD(k}+)!tJh@FS@lj4AfI$ES1t3Conv**3Ol<2LT zwgkW3^rNm8MmV?*fQGfgpcY}QADiYNWZ+t8R>;##o`{f7->y0-IGG1TT-D+4HMdC} zUb+ya=1tnJx=(tW^7p;{|0bm@`T5JXda-o%;1Z*nz_&U0^=~%*@eu1ATB_LR8I_+= zM`Vcmt}lM3`v1qsoqtKtpJoLG|8%A7ujJ9cB>z9#Do^$Y^YLqT;X_IzOk;WjmrulJ zHPrN60zR=zroV}b;rIKZ`;swroeGGO;+YYS}{Ee;e~w=ZQlm>rLXyCd~=`I z5CQ)SZwYX9>#Tx?t)VW`-OeSecTT(DfdVo`omk=JYsSksfaeb5xq^G!L8$&gFq8?9 z!eY}>RL%|G$MI`PqYOzu0hTRZGhxkCZV*9m3>ViZej_@(gf#e~KBBpw=AaT}g2nRF zGu=R$HZoltI#4A{@;>-*YjKqH14Uk45dAg58USd@8%G+03D1h^;extjkfK=b(6w4B zHD>l}+o^^ac8;8P?5grZM`Wij!s)O@AHndRh*d%E$D}<`cBgLbvzn*Nsm0NGrXsLS zD+qJ%9VS|g%a!#CBE&qktK95>s^n#B-8y$VA%ygs&O?WXhGeNDk(U~#sv=rr+@ zp8w5s86}9`(q_ipgaz@D`ZPaa)qxz@$J+*_Yd)d9uw{TjcnuxIZCNXuA*bEOn~9Au zy5><4l0B5%Tthw4d2$-fG9JUZVfH>HcY5vN}qH2MFu_ugSmWnJGejvW;R z0R=^n9;yUF2L(bP2`!;_DFH$UDS{v>NUtHG3J4@XXwr!kQJVA`I;a$pu2Pg@`QnT^ zGdlM(^W4vKzu$Ge*PDMl9QRp!@3rjuH4MtfyAymZvRET&i;kF6BIpkZ`b!_OCeqZ`9BA$gYS;yAQNu!SJzG#Z>n zzTOCJl7NsDziCxi;!%5Kv9Z!Kqo6Bt9O@=d(Qha7AU0wx;_?0oW)fQCtMvdw0(Tb2 z))MYhBi-Rdo~C9k5C4!78+IZ@osozKBPT5nqOQrNr{jsJeeH~}H4XfP%;=V5Tuz>a znn=*i_;HEb!B!F)sBtI55kQwfdqRx$9UkP=O1#;+C_Dd3=gPk4S9}y)%0@o*ZnwKN zbHTB}1CSf!!r7(7=cLb69A`*(PS`S|H_i{{zDSV=hA27jzjRTzz#)_jnXWO&p&de+iK`6y#}+I7q+LnDbCGoWSHG(l!Kp7nO1k z$`l9SDj2iy4$YFtR_C_5K6;4TpnqX%x5lEx#wp)HQxYqeXJhS9?K0s~@z_`FFzw?S zxqh+T#l`ffmuq$ zi6!Vjj0JVZy!p-E%iLO&zTA2tV8Ki1QfJv@&;Fhrp$Uib(jxJZA@xs1d&erAo<;(Y z{HMiaGGzhG`*oRhHBRX6xL(N1KP`IxYLt4WGZ(ce=d$1pQGS5|{S_7oY70Ll#pa~q zV`eUPOJSFfOTz*WpF02GBGz84TJ8j~Dh!KJx3Yq0+)UHh;nfCWqOo^VGeKj zJd!;x4SMET7A)>FRo(tfstug?>C2G?q-?09BYDn`^>#vy)P%8~U)v`nA$JwY#EnEz zf~cLJaHG9PEc`&5=n(upX}H4~5zRnEjG5ZqViTeefZ_#QHf?kr#;4G{Tr{A7#@DVp zoVAq(w~VR?jr!Ci!Pe8NsK^=JmXSOfL@pS%bsC=0iQ2!-hY=$9}9 z{Y9!i;;^kyj6JmI%tQaHEN>29*wyVVRB24INrXd-!iTv-G}50Zk}7vwU&T{#V-917AyGq< zEj{b2GNUKYQy^kV=3s7*piUP?-rJJT0ud9!=u`2!;_WA1muaEv2aF@h*>dx8=20oy z+v1fh4A_3g&BGJQP&g+R1ULlV>S~M7>B5bh-V%K5lY4S{+gFxoq4L%%W`fYBw%tz~ z;ktTtO6}>S9C!!G2=$oo=pA?{Q0$NA?thMoI_A%&w-M?DD4wBD&ReZV41P&Zo-Cr6 zg!>la{^&7W4lZfoVMJT)8+3@wSC=a~3&xTrl(|j{o~%+G8KOX*n4|Po9&&zE+6W{% zJzwRTH#JDsKH6w*F>k;LV3VOiIm6K>=8dvq0X}7o-TRnU1x~}0w8EXVWo*G0Ss`Y$ zfac?H8GI;J*H=(bHN5ZHEgxH2y<>Dw`o+&S(J$RKrqOiI3lmFOHFeX!xShb+8oP^} z&Px?_ZNCsF5Su=6%wXHSKI9~8iH_styLP}5lWLZx&E55!r8dsOIIa_boOe*9XP+;@ zN-VMPF#d{9SRI$zlU>^WcQ|6)q;x$S(bKoC+$dosw74t*pY5{-GxAtbw&bi*UON5u zpvHk#u~K|~>Xvn*+psI{qDL-fGTSMaZX)#zJp>z%F-17|h8?oL)LOWing20>~dsjRN6S~!DJP0yH`A=+IXOB?Lu``B<0?4DK)?EWu2f2n*If<+H z7VTUNI;(X#p~5A%d{+)1=&zz_Vut2fjX#si%_-H53g^)_T2IvX^|Mh2ppVBfIo6*Z z9#)U+)+aSj)3>$0t)M+ar;#j|IHx}=xtoqONoK-ICTx)@sn&S$JCyUeRUZTtUX`=l zAG08zcA93<943j39KmS4P|dkaLrrf(_LQS1uVu0hQNW&Ff=wkb^plom=&*OL8}Luq=XsluD=I+?3q$RN8hY*#Xmx~e@w&vkB*c&IR7|< zCG4I1ircvGG|QuxQcFV(4?a`X9{uJm{=V7yPl6Etg7aCP3U^_*tS1{F3dzqn2%o92 z)6SdT?{zB-v}?)^Y9a%T)DuWZSPD zr=9*Z5Ts?!iK(otYzL=VnpJ(gv25<&%C_mRejgq4%ZMxC7hgcEK|Xhp$ZYIhb1pMV zfDZeXID{K0W9P?szcUYTq&nZK7cQpFIlo$RFWcE6XRk0Zfq*ADaHUK*#^@555;hb# zyNXpvUD40~;rNU$MIUqyQOObwNwZ9Yqz^&%A8(Bv194R{W2RG7qihRpY>WJ@T;Udk3v)$LkALygJuqlqfxGR?Zlpzw6od)Ek=ya{tIf>AG_?4_sM z?FKYPt9`9+RMXrMHP~YwaJ4por*|!u^U=ws9F*UG4h@_v%^L_Z32(-Tf|%lH88_G% z=_?1&I-{H8j)yZFBfsGAu1W`q-{Gf2f>UW}kK@c$QX~p2p=X1=m@#uZFc^XPT*3r0 zN-lT1t=FblPvihUAWTDFX}6r}(9qw$tS5!eD(i5K6*EtDej; zHB{KbHZ0N;*14=??

vsh%1G_0b!5c7^`EMpUux6 z)XHT8&H_ENC5<|`GKYNafFM>vp&kdYKInr~;2R;i@h_6@!}FH5-FV)}H3*g=roY7*_%Zfi9!fsJ`?3U{)Dy3UI0;#JI1fZQ$(;0KH;N#~_m590_lQ26} zwc6xM#p@=fCKr~6;l=I3E15ko>|Qc&Sj6(5x?e6JwY5b?R>$GmkkjXxZkH4xJdHq% z_fzg9kNW655J*@zuHT}oj3aa;IF+R+^mYw?_P)F=&+=Atr+3rsohDK44m*rk0vcH^M_BKB+= z4_O&4?N}2Yi|UKl@S;qpEu9GsfcpJTGG&nuS$r&9cn-mZw?K*zO>}ATNRIUZPBkUX zyupIv9E^3K;Tg*<&(IZXYm{66l|vfwR~kL?yZD-^)rM^q@HtUTQ;`IFB^V~l{;9j% zB6OLFx!Nn3Cby3lv9#k!Ip0M$zavlmW7FE{2a@%={60(!13?KygYc;!Z{|Pd_Uu2X z*&iJ7LMJKh40XH0)3}!+v&=Sp9750LDpW+pwXAQnwI8%vIW59{;IU+I)s}s>GBGRr z;!$wesS#=R3>d7PN1Qu~5aH%v?loOcbv8Ws_~X+hSXltaaif@n)^n1pivACH44IMz zEANM?ns)UXL`JT8%gtXFlV!NIP%&O{gdTvOvWU0LT5eC+ST`0+@zmK!>0vU2C@(rc zT0YT6)x(_{JQx@sxZV!S#K{sLspbvPo2jX7wN7IsPavl$9aLwlE8{?2ukn`P%>eIjw!Y7wulFXypv@JiSkjmrmrIYfj4L;ZxM3 z93`Er4yit6jp0!2h64GGn)Z&Vq(}wVwlocsuk`w77mU3@I$RXLG z&wW@zJ=pg3x(UU2c!n0x=b_D#4a}kJI0M#h%+B?bNXt0{2_nguc2Adp}+f6_BH%~zM`V~BQ)!~WBl}w z&3;E_-8px;=jBbNj3tjBlQQ+tv+4;_nvw$*XLkhlIEe9a!M z`Lsuy>w*f&IPsaA`F$110BZg;Y&^%atCxUk8M{V}>q;CtCiHJL#6D9s!jr}-aQ^dX z!#MvSDZqkn7wKXxTgF>~NF3xn{i ziSe53W(;`1XpKaWETBzh7^->Ya3o#~705ZwY<5~#-b&0DVRV`{ACn~B(W(ckn$gR8 z7GThINNJ&)a*USw2}*1i{(Shw%KrT!VpezFFz{uqG32TR7VR4rcgTmu4rrl@tgDv8 zVcu~r>>R6mYA&~aXUeZv|C6kj!=J}~uHp5ilGK;tQfzE&K#5BtlHclTeJQo|L(wUz zf2Zh_m=x%bMW;k0CH`O0DN2c|--=Gv?tA^GqEqK7^|5}dI`v)bUy4rsvj51Jl2q_7 zHK!=WrhYlT|Ioo-4p2%?{Z?~|0@J3{n>tK)@w5n~;uJ^$fzg3 z%HGSTNn=%bQ~JC^%;lEV<^ZrsknKs{r=`GLmA*^%muv1X_HVMFn20T=~}GM%_o7GZ}@APb0rl+y8BxYa3fhlwlmZ@NH|v3K8$@sKgXbcz99k*z9z-fEC2b*%gY8>iZBmmmw(cYj>XyuQWe3 zvpLsO(l}QWOvVFobm}d%9#E!aS~GuP`M`9QvUlSL_&f&l5%ZmQLAr-I$~BEO<*U_A z%l*sn%)W#cTBiFE?JA0-Vw$Kx#K)n-8Zq~;k^?*y2D2CBo>68%8Ln0936=LcEYk9~ zzqNQznSn5cD=}w5tW#PZ3%iHDwg{Y}Fp9zzM%iyfzO^{%O<@#;D+X`B5&72Q@4Jaq zk0%UXC?hAP=PJ34u$2*t968C^VziVq`aMPBze&TYFf1e7<7VzQ<7IV@e^->P(tRM? z1uXMj8x%WV_LcCJ+%Qrbi1{3ps82iPGpVw83W4g+9db=hP#%|kd5L&JR9x)Zsxb_M z1Ms08G?k2wv~|UF2n8;>yyz@2fGfc7L=T&ESSPKpk)iWO<4B}_hT;;6+*)tBaLsB$ zf*(K_M#uJ~=k>5Z&;dLkO_T0&_7x8eDyoKgCrZ&pLD&6KpPU>1SNt#dHzXq>W^XFe z5rsaMtAsSZhrN$&RKu9jv`?B!GtAq5%CX}4CZDGWwYPk)v_H59R9!{=kEQ*X-Jf=M z0z1m6ytsO4M^SC}(i(B-beK`QHvx_~!>8**>+MZ@PVaw}GeERQW920#J`W&T%bKXleY(R2 zel@hK__dJLXDaf?Kd=TW`nD{C{F!P${}x9i;lKPiw9<5FP0OJcg^G5Q0j|ji44*q) zYWKlOa2dPsg6Sc6%Qn-NOG^9RZL0>X-E*p^i+D|!Xi}=s&e(Hmz}$y`#(3`cRukD( zEA6kRHr|;MCZ~jJ2dF+CIx6)^PJ146^TpfS3cdM$1Dcb}_4e6@aaMVQ3m~|%2qvjc z1CFq?Jc{D=!^S%~#rw5gPlaL--R>I8JsWb3p?k=@66>ca54-AFs?TA|pn%O3)pi>w zXB>0H14Z`bz6cWZ>_ZP;%8^E5&SY#NcM;zs0$b1P!`F9N<>tKOJo%%SJ4s!RH~9wq zYjV3${!e0Xua*u!72eZ-`pTJhpuu)g+@_QxRCBaynY0S8YUVpp$s3E*Z=XwPM-A4@ ze5O*!gWgPjs~5jIB=5k#b~wBu!6L3a5&bm9l2uavIu3IjQj{sGJ{g zaP4~yJQDgadfkwvWw9bUd8UYGBHwRVfAS;)T7F7phx8S07=9U!l0{xntjaA@Wse`h*3c!YRXTUP}#QT(wsJEAvTkUdwMgQ%MV zI|?)Qi=OPy-{9m@MMicK8RqDvtG~}lRu{kLshQHT7pPKTysT+bwHd*6H5)PNt9-C# zbF9*9(zD9I%`Zxv;t5dKV8TRpk-=cIxCa@`4rFR`x_M(hE>N!HwUTU+3+M9LF)Kkl zILJ(I7JVfF?1x7y)@(4D(Mv!5i{9e2NrU1C@#V40jOD=z;UM?>LsG2*lN&mDLbd&s z$>$1IjprZoA?SqWIcocW!!Ds-yG8O-n$97r@!&FD>PR3esCK&YV9AJ#dX-5lMqdYm zwf1YR4de3GrHT0;v6AWe`0eDf>jxdO2D91{0o&j~$C812Mi1}7H0JP;y_p%VS`&5O zxOV${SLdDEM4!~kIW3rP!*$9|zij8`-7<>eOhzvrf_!P$iL7hT zJCr-j11)u%>rNB#E_#mxk&`j-cBcbSDA!ST&bTu<8z7oQP0BnI5z9z^d?J$A&T)B4 zg1mN(NI8ai)5Po!<9CK1-26<{LcYn_04=?$)%gAP{_ipny-I)SJ7@kN%T{Qy3V^iXM~pIgC^+acDgO24~a=emad<+OpX3brTg)SMInLa^spIb={XUTcofIP zo_i5c*Js)cXJ`L(x6iuH{C0-kPGJTKILN@=k(qB|uPgn~Ag8R?&be47DixzM6Xk#; zSMcscK?r8)+Vv`~o!S#Ugu!H ztibA)RO%5LIg$qnu|M1kLd*LGE-$|5WrYuWvudm_KQoIz=f!jm=v+G0q=gxj9J9<% z=!jS3lU{U)hZL4-^LhgH@2GJPRJ?O`$3!;7B*ozLnc??`7pwM%M!NAimGTi%Z@tvJ zm2XT89q%GWUxXX;qxh5uPIsZYd&l0VO&tmK^aF}pPg&Il9*;_vFj$*LwAoKeRlUpa zGu(NHIe0e*h9_tDxK~4YaB}Nt{ZurUczU;xH*b^!e+;P^NK$gdL94xN#A=16q{&@r z!e`y8&mh=iA=VxJot^G#J3j5U?k*2Gy-g=BwT;DlMz02I$>Pr=?6?n@`9d|DNLfQlN@^%%e4nkWw$XFR9YQDNc}DW(`5@TNAo= zg4a~Qc`M?N^xC?1`UcvMEP3a}56_BBa2f8Mbj~Z10)%_!5}1d^0PPpfJ}Kf8C6fTaHh^p$QO+s zX$h;`($8-Cw*xujq{pE_DUn#4c%vFx+C+rz-BPbRy~x#B-U4u#bb}rD5TGncq5eg? zPu0L!(J?43kxwBxmuR}UALw z(hqq?g##IT+Fj-B!n#dPw9|3r+{-MJXMcN^s^q}+KT{Fdci}glJqd<%r51X- z9-~tEdS&t3qrW`I%h>ppO|gHXTVvO4=5OM# zQ6H8e9lXWy_3G<_-FNlKn?EmIgI{F-^v=9sq>B0N?RoJpiKs=BlUzqR&rRlzVY=G6 z3u??z3w3S=?;N7?X3B@(dVIR@?g1hNFC?Oymhv_Dgw zL2P3_a<>H19!hT{XmYrl$FqeNCoBeF$F|mM-tQ`ZW#NB_nF8knBD}1^-{tfp&Sxu^ zs^(}p6b@zPn?jJReiKf1b8Y|&sQSmu_e}3kEhYU~m?C5by?tJ9s-5Bn3ne`36y?*rF!fGw>#(TeyiD+*L_}XT;fcJXTIm+=T zVlnm3`?rpS*?^2Z1)B?T6JYKr8+|7CWXZcZvkgN5icIL90=-JdLB|i0xbX%-1t2Bd z;FYA=g+4BTnK_Y=G6x%|BpkAd*1<6Nzao3^V$LSgCcBv`b;$;i218{AD)Jt1aBMN1 zeF7^jK~U2hfSB(c&WxWdKkIpDcMo-~zQ+L;x-;S)x%OzCgTI(5#pEox!`jG^dylu2 zN$Ggj-i}rf2KhzVz~tS(>y_z%a_dDerVfv=7*Z|BDSzn593dl~I)CzM-&g?n(EuHW z5_+?%&z$1&*}eU?^V87VLc>Q4$#3K}X;uY->6h2JA0=NJ&R$`ht2U>c4Iah~S0Emq z`TzwkneN^(GL5RzcDx%=%pRj@>2F`%oS(*>(iL*zczjR0>&_&Q1E`3+%e%(kGb60} zjBR|`$#y%!c7^cJxwk9EuK(gC9wf6*bjv&ARr-mjn#yM|<@dZ;Q*F0IM1hv1j3c5+ z@=gBMxPmdScu}V&ox@S%xHA{w$S4}lfxGSk31vW`<+hH!;GtjICX5xDVFwGVH4L{M z$C_28{g{;=TpoY4E(4NYj=p$?4&lRfAbrcset}O6vfb3&?0Soo_mR1aFM`@~EcxhB zKYWLiD2-GR?plg5aKR*>>lqsHOdkVzt5LYY(rOY#D;OJxZQtU*V*s+LbCUugRCZ=g3cRC zxoyJ$&92oBc=GC9N4y+w!d|qyAT?*@Gd%aY>3nL>j7Uw!=_1eUYDVV}ix&uLF87Xd zyBoeKrlOH|rJ)E`_K4Ih3&7*f310SV>4J(X;O6yrRn*GF7RjlgUoy1QhZL^~#6hu> z)++E~Zz6bH7K?i|c|~f9dEAX=Xh@JtvHfv5`hH)2%;32g$#f~tGX|tIF%piB8JfR| z@8(~tTRT4+d>;0ewyqC~6 zIc!D_mv3a`8Ba9KzOSDjL+Qyr@@h2vu1&i>3Z%h@ zHA+j3A6IcJb4@jNW*aVdY9>Nu9`IeRBPGD~XEU}R=e#keRpUd-CY-p!@xh!MH? zZU@C3!b9rK8L|f=@<;BP<5HW9Egbk66B-OBG&EfGp8JfzhjjR>0oKANTo<>I0_jXbV1 z?lpHe@R$&p0qeVQw76N0W_fP?g@leU8~W9xGFS!_(4*r-Jv^r!kby&-Lo$x*%-rbe zrkG47rYZ&AR+52e_8~h@-t+Pm*mn5!O!Wfb5@!?Idp);Y$sR_I*ah$_q&54W%qyMX zaLLA*c24kO#@MBqkY;5*RdRBM}TASv=S^UL^I1#G7k%|m3_yW6!g;MPGz zxn@d|PZrlk89rsCZISs{uE;YO2Ps(MQ|S01fg7}0mu)(%#4E+4=ry{Vk*6>&@lUkp zQokqIy&@%w=O$2Rh zyRn(D9BUXu1PiR9imnSsn?qyLsVOvz*~nWxT4lszEDA%S=MD4LK(wZP*EHD3t04Vb zSQ+`3#8RAO42;l}Qyjfl+)>EP2~>rp7-^3tb8%PFGRGvJ@!`6@JXCPl9^j{1Y_!ML zokT3RV~z>EQuHqBohC54Tc~2z&Rj{k8P9xUKqWwnxr6k|Fs-S>$?~p7W^Z9yiG3H` zDVcjyVz^+1C* zcD!A*q`+647#+VJ^Op?GK;2?iqmKHNveJA882^y8Q&E^{N)E?8yG2wkeKrb9;I

BF}E#EJcS-C+Q7spJWvFF0EbQSpF za-I=0Zhv(}>7r_arl4R0Jl44tJEEZy7odZoR3QrL>WZxGa^z5WfeTKyu*2DHoX-`n zNkfd^xvG5%uXqa%(;frDmOJNCBG;g1*$+7-UeNZ{weO!!{eTzv{pwpti}EjX41JNq zuvu`YPEuZm-O>YkK7rGh-_G$y?%2BLAGFm(Ek0ZP%^>^2VwP;kDn00+yn`a}XO%>J6`kUbH#@HF3L~i#*qQ@}w zQ*qv!=KbP}xkl!@-qzdu6ld;Yi^aVbv5E=Wg9z<-KDraCQUZ_S5h-nLQ}YVA_S!zM z%w-x$b-s4vR0}ip>_X`&U3CU2P2D+|5fagNS8%h|*Tgj;ehzePGBtc%DA4RP6<$2Q zdJI_vmf6RAx{TSq+#q|fJ3k6_f|Pia<_tS>L^?L!5QAG}XRkYKpUbkI&-0mTE_c(I zF?8`WRYcwg=*@V`$GfRkm%p)ZQ^~FM%0?=#Z-FLrtk-@ ze8Z#bbMf@PMG%Zy#bzJ}XC^;aUf)dk9%cq=S%aJ^4BmvJv)+X&3Yv4r&AH3Xj6BZAfwijw(082hOsN3D^E#AXr#cm#kLD5p02(Uf zXXR)14PDrnG!MS9Atpe{7@JDw&<6-6AJZGf z%(_{oppHobk|Xt$)Q*8d;m};1ssF2yqLI&3q?c<}`WovS?~{uC>l=nwS6(UUmF$}5 za4$2zS`@v^l9S4MJXgnFRv{abrbC2UPhQ_KNm`t=Zc2l9ELhcl-I!dKcMV;eQ9rx8 zsXg_aW})qkeRJRSYRjYgIma*Av2G_(`kO22QQs-vt}G-gvoZB6c5T@lY!jY*2lnqSw!VpPLl z@@>e3&(b7oJh7*op6ZX#ra6C?vif!IxsLj9LUKmjKj7j3+-P}%k8jJ@Z7j{n##h%P zUj~GWtY~|ogN>@ZauvE1q~k;V{jMw49N{HV|F9~&@Z2#vx)Y=yw((< zO*Z$OGu{80>dwrzJZ~ZV$p@atZ+T>#pQa{O%)OeQn_ukq9N9dt?A0%B9POuRnasi< zqiiV6X~ZRyk=U3n8Jz))`7|7Bh8$Xe`gVoBGx}Ij;c?7Gi_m-5)|$NdK|apd-Qm)t zLNVNh`37e)$(~!7f5+v~r|MW5;#U@6bW^fAGiWmT*fWw34Ci6a`?N@%A5PazwFj96 zBGuZ~YStI5ut-v3GdFrtu3~5xm8woX(h+iGriCZm1l4XgJW;oVxIbW{pCaV~<&8*& zK&$}Jst-z)3^MA-GHj=`2lWZ{U3(6-)jA-4?nc<4QkXsm*uEZ6&tKPB)Vx2};!lpC z6UMizsxqBPh%1$qdhDg*_{Mvlq;{k+G(H?kfoNv0LA{fs$UiuX8Xy1YEGnV0@00Yl zWYfc$1lpkA+82m|)KQOA$hOaHrhQBU$hNM(`F0qoe(>_#z4e2aXZk8tGlIAx6m!&O zt_-B&*qdOCH*Yj;hLP@mU8e`X$0vU9M;)X32jl#~sU<-5cSM?ww&c$hh&C=G?5<8y zO6ny8t&(wb8Wf1JS|?e>bta+b31Y>ZYGOw2bmO_IO_E4{K~cVTc%0yJUoLcrxvoM0 zTPDT|kID4d_w2>ss19+?8NO~!%P=q{yq+rmNS~rbRUdry3a@9?Xy!XCQVwXJ6A0bw zcxNmU_cN#e+cWqpas5c-yhQXnkMS9alY(OT6+6yyPHe3qv<@$0PGlUuJ`7dxKn_=2 zV;=IEa)-?bWe!jMjpyj(w_wAM9yr;!u zTBDBLQRVA}Q$Tn>A@zY0x+TT-5eCG3q-Ta}(wq|fR%tc{eWn`d+KG%INe0{+iL4v# z^81*cCHZLBWA=DfKIj;t3!Ms#0C~z(eq0@n_$cTmUKTvPgXF8)uN&H_M*bcCs zyph~-ty6bu>E2Gpr)5^wT_0;X@_gyX+3BGd6Gdt{w!Ay9SC;IqCt77kf-MqNqvIxW zy``p4ex?F0G<9(+NgK=Qg*UpL)7aI>FVdBX|6mW^40nJlWUIt$htXlr~Z-QhV4Q zpBH+aSl<2i(Z$?`Nl5WMHL&uvtqk+29M|=xA>wd)fm0C<$%Pyo;;5!sa3qpSEbn)N zn>e#UOw5sF0zWZr>e%3|7uD4EUP42<`3zxwHrlhTrb0bpjR_7>`;exwc$qGY(2e17 zztm1#77P5(UR95K-Yn(!BxYD*%i*O7s0q5Qi-ejKPqX_?;c2wELNYkV=R|cvv=zIk zk?IK5|s+Z2{EDa83)m9h|Jr1PAQ=5-j$t2vm@(ep(4S^k(zh9=iP>(_l9 zj$6?)gt$UusVaB%xRjR6;s&Hec;LXfH%OyX*g|q}Z<6(`;D`qL1^krN|y@y6lu#&y^@I)8~solh6s#Os?D?g1+p;6i$C zRij}-MEd7%77>O>HH;cjHmb<_4i|qKSU)+Ars>bBZ9isQgL?ak<7#&%<^!+$QfSUY zTRxGt9#bG#k8JW0X@Yl{TZospj*FY>^UpsoUp3UR+40d?dEdhg$7Aoj6s_c!Qs0cQ zfV{%$%Yb&B4=NxOTh`29`_B?OEJ=K`RLvjq;Zpf(M=pH<4+7tjUMcxVg_a>+DX4$l zj8cJ5Q-pi{HOU@Zy(BJO;Ic@6&cW(z7GDu}HfSkuty(^Ec9DmL-8M0fjQh|giiB-! zPPwib{N_bI&f*f1!2J;6oNZLD#dpn!oqG zW#;t8g*OS#a1I@>t{qg3@&~R-a6zd4SNZ%q(Tu+jiR^!cMxR`DOsr*Q|DHN=}LUzSgt@eOCa46ZP-knMtBDX?KlCPbAoYlV#|!` zCC(s5Fa0_C5ddgb=F0->(?T^Dsszu5ioIjt^Erq4kbFSdqZP7QNeJxS^%h3Ne7c1PdOuPV>U z?=RJ`%y+ZCuH<^bxR7%XvNnetz_G@AzQ@-*6U{!gDtD(4qJkEhjb8jDII#<8&;)(T z*m3=;4}XsM9HM&~z}x?5U(BFt`g0aHanp_RNA%k5+mz$%xYgI5R;xIT#XqlowNeXz zSYz&uM|_7!`7gV&=7HfN`GZ7fF6-j)i((EyQYW^(Sx|!IQ^D@3P7OCZL4hi}O`a?x z>cytm$x3Ka$~9q49wYfsH*95xD)e2bA%W!tF9&cQbYiBfo#J#Fmo|}sB})K<%!yLfhWWv!0Sf%qFNP;0>zHbGM=2T$cr2Gw#9Z*vcvi4RK^JqRsLF_ zkYyeDhG!g6%CHO@-qanh(Q~I6cfS_n;KTbO-Kd)#;s=Ob#nuu2f9h z5KFndp>tfoQEytlnQzg)-($Bw27dqEM*b%j=Ff)qA@&n;cVX#}xdv_pT2sLRO5C`7 z`K9OU&G0wBeG91rW|l6~nd3))j8^}9{r!X8!QaM2{|n0&6v6T#8?t?f0w#WKeCwkk zyJ3`G8r+Sa%d7urwjr+7BuC>Sn)G_hyf2vfpCLR01x3mnE3EsN@3-cWvsz)~>fu4+ zs`W++c3RLLnvp;tLeMW|_97$hcPd*Xl^R8`R8(~Ga!)AUz+m`8BR(F1{1xi+l>f_b z5zERbhJOr;`AG&@e~$EeBVVr3C-3XHN8OB-EM6kJ(eL*t=bS& z8;WzI{<;YNLzc@==!V}HyCvIyy-oaCE&gZF6jV2Q-EK0y?&>S~+t=b}G5!t}IQxie z1m8!zqr?woFm+ZM2aFbnuyTMHg!$#1qX)*)Vc z9{u(*vzirDvNH&hZoR<;l^Gy#wzajjtMs9AGIa8L3mz)w7Df$R)nWG15|Y zs`@&ST7^$-(rYV`Pwk;vL}Gu*7+=b=9x~3*t<34#i*kUf&|GR1ruZ|}q*d-{xbI@$ zi>G-y)3x-^fk{n7p2^iN3Rqi&$Q}O*vBA=;&(fN19BTWbCFaoSQ(0B&D$(Oc=r0(x zV)oBemK0@u^#2xR9Wi6-t44JRhxg; z3^?%guYh?YtCjY7>1Vo%4ee`%`2(qg> zpaFJKvrJ}|JXYBu{La$J2f2Z={=$Zn{xY2pe0y`ci3x;37@oW zM>>|DFMc-@em5BZfh+HS#n@?<(Y#tf8#fLo&DKyLQJ=zH2D<}tKbd^n{Ctm{{Ol`p zV3gT`M7=qFGeu>f4>4W{K~=)yPi((F{TAOU79U9hqvth&I`Q>Stz{AkE*q)E=AM)D1fuDPng56fQ(W}TzytR_Q(gGgp1uC~ z{;MH*G|$?RKj2r#Tf_gMb(#nLQE5yge%cZL*yR6|viNt@!+`W~w18b#ud<5=Bk?*LF(4U*+F^Nvi#te=8y;B_;7K|5oG=`L{Yg zt|&HPEel)JwO^BG;b`k?Y{qO7U-EI;Ouy#SdOCZsiBQYSe;u&9_|)sN0d9YtSpkQBfd}nu|+W6GHv}0e7!P`v3p{ literal 0 HcmV?d00001 diff --git a/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100_overbooking.svg b/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100_overbooking.svg new file mode 100644 index 0000000..fc1ce68 --- /dev/null +++ b/Complementaire/01_Binomiale_et_echantillonnage/fig/vol100_overbooking.svg @@ -0,0 +1,787 @@ + + + + + + + image/svg+xml + + + + + + + + + + From 5e2cec0743b5aa72518dca9ea01d4d7036478616 Mon Sep 17 00:00:00 2001 From: Bertrand Benjamin Date: Wed, 28 Oct 2020 11:42:57 +0100 Subject: [PATCH 2/4] =?UTF-8?q?Feat:=20bilan=20de=20l'=C3=A9tape=201?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../01_Binomiale_et_echantillonnage/1B.tex | 14 ---- .../1B_bernoulli_binomiale.pdf | Bin 0 -> 49459 bytes .../1B_bernoulli_binomiale.tex | 70 ++++++++++++++++++ .../01_Binomiale_et_echantillonnage/index.rst | 8 ++ 4 files changed, 78 insertions(+), 14 deletions(-) delete mode 100644 Complementaire/01_Binomiale_et_echantillonnage/1B.tex create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.pdf create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.tex diff --git a/Complementaire/01_Binomiale_et_echantillonnage/1B.tex b/Complementaire/01_Binomiale_et_echantillonnage/1B.tex deleted file mode 100644 index 18a3b8c..0000000 --- a/Complementaire/01_Binomiale_et_echantillonnage/1B.tex +++ /dev/null @@ -1,14 +0,0 @@ -\documentclass[a4paper,10pt]{article} -\usepackage{myXsim} - -\author{Benjamin Bertrand} -\title{Binomiale et echantillonnage - Cours} -\date{octobre 2020} - -\pagestyle{empty} - -\begin{document} - -\maketitle - -\end{document} \ No newline at end of file diff --git a/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.pdf b/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.pdf new file mode 100644 index 0000000000000000000000000000000000000000..4b5bc692db53e8d6bcbe7837e68b3836e6e06d46 GIT binary patch literal 49459 zcmce-Q?M}2wk5i3+xGgFZGX$QZQHhO+qP}nwr%ylPoERFBl_X?%ibAP8HrgLHEPV7 zQ8Qx{shsd%8U|VxDAKv5;Wa2`0(t^l0}Ci_ZYVk>cROPOIyG4X3u8kkC^|)F1E>EQ z`D^Q74Mis?XzNCxN&k;M1O0!U+E8@=n)$D*7@+8+^_?8d|FK~B$Ks#)f7Sn3C>T51 zIy)E|I})(`Gok=RCuMA7>SRX1z(Vlf<)2l|t(=S<2;VCQe*@k@8QU2B_sl=7f89FUKMVh7Ah7?tAaMN0ATa!koPP@q z4F971Kf?n9yFOu>R*j{L6Fy zEg+cx&lmf@!#5)bE7Sju-~a#N`x1bio7|1+b&tsh*z< z9!oP3B93&lq4a$Bme8Fdk#Ur19VWt?g3;edXD0jf@BD$HK%}aw(+`Q1iV{i^ML7ny z1Z@(<3w>s;`{%{Q@Mk6d4`gi?Qgu7k&MsOPiQvV65^6jt-HvSpd?dOxpVelEWeT;; zS^>wN<9GWFy!9%qx32HNc(U(TlaT`h&g8xpB}F$GCHjGIlwW+fY<%0#phKmwD=AF~>Xy=nbvS&@cv zvEufY0>mh}$PJ1-R1wGN_7@!Z%RvR2kj(C5oZx=S(r^GAVKN%%tpF{1gNS4V;Uqjf z%^Hkir~8M?8x4vU+f1MCrO5Q7&irRO>@2tWtIz#4=j!2;czOlO<2X5fV#sQQ;aRjh zmf|j3`0Ke(+zgQ@pj@0`8qj^^{C+Hyz;Dg9UrpP1iDt7I^Pu^T#=z%=KUv%waiI{7 zx-m4g4e*dh_`M(gE;zB%XS=S0>@95CZ|>5l-wwhM+l|FlX#CBepeF6sFV90xLqH33 zFvM6e#QS>OH8lPF}uSy6Oy`4qwRn5dZE$y*r+eUvH-c6!ZJDmxB$N2M;wa6vg@ zXwvZksVcSw8cT=lRho8qKc=SB0!fivb_}E4_=Z3BG$hZ7qFb31v(d~DVCW$<%T1(V zxo^3>FFyM<90xPkb@i4VE>;NL$aDL3MoZ)41{|q)ePyXyv^V^XkOQ3_yDMzCH&a;< zmxNiun3LwRmDV)k#Z1 z)h|IWfygPx%%d64*&0ExW6+5Vk1+fZ$YT1*W)s8Ey)99xSVT=>^{4a+3uARAu5iML z69yQ622Fs7aYQ=opqjE`MypNNU~ezFeb4Ro^sMuEWhUAl(ct-fqy~w26ZuCg62vay zP(UcDtcyPH;?c0vzCaI>09=1MH9MRo+v_jRB3u#P6bP_X1pk1lypa+tMKmJ;>9^gb zLIi5UChH{+@Fxwuz1|kL(Dp*c^F}X2so8Pm0C<9$!_X*RUE!4O#bH3akgx|=^bMDz zkWcSbF&lxL`1YmCv-QpW^(yU12WaiKq6L;NUU~2clw=HW9k6M5PYzm|K>R7y{eEvq}P>wvx7C4 zquqfh(3id-R^*c<$;KftAy^uFM!jhfldL_H(a*5u{{X(G~Y#EqBGLKQ6KeEkwKuZ(fC zun)n{-xzTR5>Qg_EcHcIz|_bWNG22)$WGo92`-y?n!uil!T*`%fFb@SV*fmHPNfD~ zr5Gdx*3|GbfCXx#s$zcQ`_;39#uV7EWC%n`5E+WxqyWUPV5+}9vFe8mW$DF9LV?ka zU|_EqnuO*v5iIR?b%zDTRD=G{1DgJMDIMs!zR>&hiea7^0azZiy>K z5;`X3(+~v7Oqd2c*Mi@hB-+9g$>Sx7wJ*SM2V2rCYGES>hI~PsI+XVJ^+u%A1buCY z_>!FSS>o@@i7be^BY|JL-VFCSg}`^1+OYLyYYNrkt_Y)ic13~ofRmQiDDTu?iOTTT zp#;+!NH>5|K*y!0XWC5KtFuMss1<;5@^3kd9R66s%y&QZN3MPAqL+Br6Lvrb-;X+C z*0+i{qMNP672|$m{v|XW8Zu)dE|g*~Hc*%rrF-r@rOc<|fO>_>5}zYWq_BU+MS?f& z*bxerMz0*i?*uoRk#XK$9K*4a&ys}gV$YV+5IgNDH5EB%39*r>)n*V-kOJ zz$=_A6*nSL4pP1_AVOaG8V{FZrvQ&79cMZ^a2bCxShI~K1YToSTu6YVOnnRxgL?1c zPmPs;DFEgo1uMOTmVyZaQ-xrP5szWRs7>8sdg1N*ntf=$WI^_ddLD9>j*{MqgW+bRs zuE!_)&ym+bI;xV|Hn)eIA5C^ZeB=sl#{qv}y0K%u&hlL{va)_=+VydI8ev&Bo%UeV zx?@6t!?7dnEk+Q5Us8)U@T}svv%}5e zO3a`K?&ymww8jk27Ur$U*`#wHuuI4ORx5rrRrhK)x;5;Pkjt9hV3N`1Q_WiRYs?b+(2nQgY^9i+ zzkTqkJjNdC3(s9a8MM%|9vjp_oRWs6etcUc=JM! zx0U5=1IEnol>_!-utS@{9qbE>uqmft@?IAaD0QrL4+?O<16|PQ1w|M$ z*AOc-@I>fx;n5B0qiEIB78FC+YVe1u>sHp2Xod6-$rxrWlCJPpqB=g8n=dR_%p zjc}8|s=kd*hjHDH>|&{6GRLg$K{4bV9{%Mz;a-a%OXJy12tibh&w+~Qs@5=;kzHiG zt!H=Jx7^3qAK&~W2WZy_>T8iaKG}{9siKg$`YSJeSQgSQV<14>d8s`LGV?ga~4#{jU zsFCt<1mqCBYdm}MsW&ua+vfk?LSg+^F8V(if{Q!pq=nf zp-MnPqN3W~z4+|u{rH`I?|IB>oaJF!o#JtvWqEZ^x&A@+*5SZzLlwq^6MB4j^dAC* z($KK@A^?CO83PA`M5wRFcxuRtC!-37-cSDj+9p1!WgRj$~mPJ970ni`1t- z4Y`Mo>^b!~ic4?`BOqAaPw$6@VGVCTa%BeV0(3T5osZCT>KnWl*Cbkqc)*|6*~x{! zhB*u_x*_iP0I-#B=IMtA0xHlUUKNKk1{fhY62_(MBfSgw9E|12?23MS9hWdfY-Mh3cPoE_^aC1+wBV;Fz~}3SY5q8 z13^E94Als{CYVhCfNLzx+XS8g4iK{b1s0GkXBWk{1`Fd1q^S?!s{jt1bnFDECl&0w z8rtwz5YY?;AL`<%^Y7j*eVU<4z&b@=b~YhBbHtgePlO!F5SHUjPG4{4B}8E7VApTF zRX#oT=C1Kt8I{?b=V+&e>()dx_=k%c99VI`1-&sqQTSzuJY&$ zd__mg2wQx|(|(Ba@%&B+V7}h~^LA%@RZK8K*8B8ja(+X8%^Bpxg*12h6F+YgevOk- zLp=ey+(AJBx_|}<0QkiIi9;BTci*?{vVC*Ck8kk0ENL`2cU)_?UJT&RvNJZmiGGK- zkozECuJqRIAsq++qrK@iP)K0vhCXkBy@g-8=|8=gl%1R$-}R1Ppl`ox z{WEgpv%QEI7aau*hIyc)Fu+&7`6F??CaTZ|z|PJ;x|LX1QJCNyX}BQ^U0;G;1o^#B za!HI!zy^;X5iKphk*vPwu)gqF$S7d$K%xS^x(pa}2xq=lX_SpFLt4ZXFl@h!{_<(@ zLciumwwM8!6~8k=kS4IL?>yc>14IDyNRTfi1I+lukicE<42BlK_iuwX0CDhOqJ~-k zX&K&tEp{aHw|^tU^dX)#pGA>SK>?(HNbe0X0E50mDF6V7en_FX!2smtxJ>Wxr+rC{ zuOoyF8h!@Jq(*+nd~d)ZhJX#EpX~8$Xb=zN@E7bgs7Lo^Iynf#J9B+3i2AtXtz`W0 z=8kf7WJet#0P3X>J`dI=_DUJPZAc=M~S=QbpW1V}_}Geoo$2tP)-! z4+Gs7RH}dumE2A46^;N_kW0)O@B}fjI|02}6>>$Nz3~&a*2^c7@GC=I%v_(BQj9GX zm?AK}zpFxR8nIZ{PH$H9{od%Rx#xZJYm-_=Em-b-1!u3o$@*~ z=T6{P=$YFShUg0m5PYKN4feMuyA)cxrJ!u7Q6<)SGW{b^XOhMNiPJMb^D0U`^Y%8A-C80vInQ{VICYYd)rq%JA?i_S@+< z*_u7hE8 z*B$k2T*p9#7av>3ddWSTck>;DwIgxufK^Iy^&WiD$9Z@m?D&(49jTyUIQE=6H-~0J z&XEZ+d+ew1wUg^JZ(EZyDzWoN(R|0Bo|HOyX2|$;#5LlWT}jB+x%WgzTC8GMazEz!^ z7V~R8%G_?uWCHi0KcWc(!^jBg{N)1Qr0)(~wjqmD3$v02MsG=#wGfP8NU9aFih3ND z`0$)4N3PgWzRu&h`z4Jj!N;`Zoyf?)0%loAirfq;lJsmIIH93VG=>cpVP%A3pMMjhwwo-hC@mSxZ` z0P%}4kC#AHO?59lkKI}Zda&+DF`3f#XA#?yn5AQ5lL!Y*tQx#D{!A{@&u_2T;kuh1 zkjaw5?ON?@@2^F!IZpch#`L3NbT@};ZNR*?7m zgyfLU!qN#30-!5%!fr74_V`nDFU^BQpDHoN)Am4FipPO7%ugwUUb$H8t{KT$YN40G z&|dSRtNH7YaiaG4Y=x|$CAdBJ76m7zH!y3GyLuy@k-Gf$so8^r($aFHpd>TQ_O?BR z&GoE3$pw`;7n&ZTox}Rh6uj?E)o}jz4_sHz4PA_@ zOmhq3f>p%y^%>oN-@=Zroz~SCx4;MbICoH|OaIPJRQEuoAMxS?x5seENm5U9u7EG? zvSFUhN8MWR(qKr?OI7mBXn>mqb7fvZa>Eabyi&QMi>6Oa{eb zLg$VAF*J`UvM_ImfE!ky#wmJx! zA8R_rvIZ|_TV%-Hw{L`DVh<2{%vJQHiCHgM1(hr6ZdE?i@UW3253UvwpkW^zU%7u& zW>HU&ba!rq1Gj0VylwnsaGGlOyzmyT$chr%K71o1)80QM@&(qQme$RC3aTR>R^33R z)P5Drz8qZ|NJWIl98%nQM8VRKv*e8zH^aippI0f{Sy<)F3A~xzR*#cum*i!4N2(WZ zcvp>d<4?7g-NyK3&)5$# z1pesI2uz(LgClU6(Yir4U;C(TbBjHq==Iwny(Xl(|A%W@#2e9;pA_v^yd1W3NNqI6 zmC(6|Eu=}s8N6P^6TK>8^vkbrsq*at7SqlnghP0|A7Yg&l<&dM_s?1$?XcLRg~r;V z+TbX)-iIE~b?B@h6ISnW#|l32yYW#OJ+Y=2jW?&!+nM@`8khrlFt>z5@645pP> zfw7TRj`P%O@B<~C2N$t-X-kDpAGPU?sh}973VVD}4@5@qc)9QRL$mUU3W|yjSIP$7 zGfE<;=}co(pgJ@}`hvFiQ#O*2<$moUlx4%bz#X7|10lTh@V!m@Q<=$cCE#_c)a?@l zK*s!TgEcr$3kV8_Lg0wr`!n?8dTw51{c)mVt%02D2d~Qzm@n_C5H0f3jtQ@v$4|to z%dzt0YGLPQzp=kgc6p}#n1$BD_Okg3(z}C!w3VLH7y7-5`vq~|*MsK^0BXqAIi!y& zVjSiKV;sdj{V;hWPk3RB28C^LlHqBn*EcF%yW!|%%T~YAXhQQ~-QngZPcalKRZ$;e4tUPA08& zI5;+@Pm`NsxUqIva?D|qXSEX)72PcuiFxm2rT2XA0WsiQ-!HA;3UR9gBbSkR`}{Eh z9LY#YzsCv!x}Br-TSD}uR#5-bpg`l-ipGLqz|q*vNg{^IkacKZ|0^02lN^9A54sI{|%pwoI`{QO);Ynutt+bsJ`^haCI(6p{w?`@5n*1*429;PgK_-n%AO_6iS^q zPxYbN>2f#asK&4}C5HrD(tIqvkRG0o?}G3^txl3!mZBST1V%kFGb*b_n=_PBTZ5IJ zEW0LAo>35)Ja$9WFgX}0lct1+Z)PRU0lrUb zJ>Gzi%0@!rZg}8{6;7l^p8Ml#3WHU`)8nD}ub_lIGb8ID(X~`Bud~2Tr{rQ90goKO62nA(jpm)uV==dil~y6nxlFq^9NICDlx~pgC`*Y zNi4MK(T$>?m*7xs@KiQi9fg{)I5p$-2F44IGw7nnX(k#iLGKfC2ihh=Fh~_Z%lX;Q zj56EN&nrqO*sE%?5;AbNLJ$$W*AE5nx?TVaz@bQ0B!dbGXtg+WewjPeZd{7vcU9qD z6LD?#{hOD%lETVsW5kHaxVEognoT|tvqf2hH9K`0m*7_n5W94;Q`X?c!rnS@u-&;E zSFQPC?2mFv0Ykles)y5nP@$BwUacw}?i z(j*Ap;#;nDGzE7T^%2{VEl-WDFb74Z4+;iVqHlbmFJ|hEZ5qNzF*Bjp@kOGqfspD1 z$w-@puD~VH;BOOFUouKH0utwz$U$nulMP?k)1>uya~l+e4(JI%^(z?>M^p{&L+G6b z*P1suCe)85>yZ?I=%=@Im4?9E27U(y#3DpPA95>Z3 zn^hi973=3MzfvN=b0Y4?SG>IP|Tt=Cul% zFOy9(^L6qLFRtCD(8U+UNQ8#n^jy`#WJAXj*S!j70Ap}#kIS`9ZChv1y*JEiy6SV& zSB%smFr5vb!iUh1%tqIZcdD|q3CUU(7EH8`8ydf1I1?6&ZJ(c7Z6?o;?3F_EcQ#h) z?f>WykfHFE^CIYtN}q}dBU)a4F8|f2#)sNTbx`J<+ZLB0-dj^lN;0!6yT&)?(0wm! zaVPUDFrc#1X^*pPf>spAT3x}9Xuv~B>$dWZE!u!vr5#|O*;YsM81JV_?l7b* z9#Rk}1bpX43lb4@e-)!JUY}@Kp8Q8D^;1tukd6>6B@=^kj{{Rh2=}3WJ@x&$Wn=~% zmN;-P6t&>VlA)avg7lvDH9l*L(t^|y>Y%8rXM&fqxiEW7;hAs}-!@U2{h9kE71{N` z_SF*sO7@;+EtQAFOjW6PbNUkkYox{I;nKQLg^o}i-f|oM529;-J|0fX>yny9mr6>U zmq+3&?bAZ-?5V2AB-H*Nj^lhlgmv%dgklrjnq7-l!?Ln_gTeBI>G4a1B*+&bZ*c{$ zf;^fc{f(|COUb|I`?5T1PvR4S+bpA@lJ2454Il5Pyca`RY@rn;>@aRhJ>27qHX)1= z30Z)J<)0?Q>Z-%LiaNhyRbO3Qg%37iU2Kr(m86S)&YIGfZqrOy)QU+O5M{$hikl1H z^s*BQK|ToR*ld8_p$>ve_Cc5$ZPDcB&M67mt1gjdJh7|+nd*WUGH5XqaSQVkf&j`7ZPePR$vs0KuBxcig^W~g!8)8AT zM^iSba7?EWlbzCx$0*GD6*71(@kyfI;-3IEPXpQTbTlnsMK%dzHEoL)CC)>vgGXMY zX3$dMtK8G#?nT^x3_Pe|>~%+}yv_FM6o<-gw!b~qSgy7_3PP!iY0AvjUGGyJzcLNg>z63!#U}1lsWi2kR}4Nd60B@| zUP-Or3Uau4WsV4w;RK9QhFlL4ks!jBk{KDZ6X(vqRIEmX_FxJOgXtALw_%Y&XY9xk zhO5lKb%hqC{7Ro7^gVtV|~aju~4>+Tj>zy%lTg97aU0{lTQ1lie;<5TN=XT z;7iwLcV{6t??ZuckLb}ub4C*Zjid2<1N{bLU zWpJS&UWsG?0;Ij$z^xt0O21MMW0>_rI8=Jre-VFnAN+M1shFtJ@iigOB@c^A6?vN% z^6CG0Csdm{($6>YH~&D$Z3K6#*KUCsi?f676xMF5w@a`+2wTZz9Xy->-No0OtUeN( zFZ$wkObnoEGZ~%Dd_!zhIK^cc!Ne~R&Rq$&q> zb7>feyM&a$Ta#1bXvX6=4&RhBUxrA2xRMarb>Dt3aGnK!G>Q=p0+%|@MZLQ~GPuo| zCEWe2j4c(h$Qi`fEH;gCP5<(@**#K~E?1}{$nqe|uH)*m&d)B$d-TPpGZrhi&a$@n zCb1y#oj_(Xw|2qFIW)tSo%UWfC?UvP5o<~^FjXj^tVzXU4^awafJ!Tc@z7&J!`M~j z6R75Ne~#nksS=smJ{3R-Sv6Eo{Y!u4)aA>3yXtBoB+?_-l7M`bWPKqm4-^);_ z-R>;QjIu=*e^H_B=7tEL28*l8#!H=iw)Wq^-A-I;)<0z@z^ITh;UHVse zd?!w^AwG03UO>D|wg~ z&f0@d8~-Mx_WHVew59Kp+k_{TEt{)0Isl$_vW=U1?uw9+=~F-OFM8LVc#mFVXc5sK zZ&t!^s=hHJJ7{YzY(pP-iS!FR$Z zw(>Z6!3t0)Blb=53?mCmhZCB3L=TGsFC#O|#~ql1^>ncZ2O!g{{=_WQ@`17Jy_%c; z4OQi0*6*#p5KR^N%#R=FT+2vmP#|s}xVLsrF&r;~JyX7mW9C$QXw}w7 z*FRZ**n2a5s6dU2>>yo8#kC^9cN4vc2t!gfLyXiuayqDUtvVJ*18IjAC5PGj(rz_w z+Q?Q?l|a73;d?2#8NPYm3zlL&<(_S}`zn z&P3MbrdzqBIh2O$Q(NUmUM2%_bGCdFJ!!mdM0gI8$73E9O)`GuDpncGw2K&$H{Ik3m0Jrzs5OG zFuM@XoI=HSYU06Nk$Y{qWwUP`2@7jUTp82|Ot?Cq9Id;t_A@;ya+vrfJ2JF*$Egg6 zPg3epiYq06cI53d0Y4|WT35JOp24Bp+wQ5ipOwo3bAm5~;yE)~1k0Ht%Pu=D&ViNl zw-%$HfKwE6)6EDxcdu3$7vej8I1W))IznuNJ*jP8j-qx=Hd8 zpE=XEbX5_2z5XnotQp>22mmbYeJ)DR0rrKiF^9TX^1doxw^_V>EXIpAePn-U;BKQw z=|I#E7a-4sa!wE{2_cR|Xkf1Vu$)7+DQgh5LYeAUzLLA{8^3)pJM;05sYuM?DX279 zP(DRVZlq^dA=!x2snFlS>gcIrHLznV_!j8#Uf$Cs`!a{;tO}*QEPZ2CCi!+h@1a6- z<)k`vx0yelQSZmQ2Z&$G45(!~7;7qqQrmdU%)%e;7}*BkPiAe#boXKP${ixgabOBR zw8fgO}Ji@REaH_ubOms#4K2G=5WW_t54PtBy$Ap5jmW^Jf1EUddM zA}`3*o2?zZ_*sk8?tNBYBe=gsceK3=-_kU8JDBi4_HSg;DPjWo-#0&N!P@RC>Hb-m z&e%X_2YdEGZGZK)jSZv`d^tsL*|Lzt*8`uQUS`1X8kShXlVTSdm8hBprCkXd0*S_= zw5ZybpMf0z&RXiLall#y1<*O)%iwB3FxKR>@}T`qYR7Ijr{<)`{N#z z*e^eM#o$IM0}X%o zlFb)73bvdds$@9MvZkGp5Q@%_6Dd-J12S-)%zwF2uR2f#Z#RT3=M#&HeESRfyu70A z8!rm}wj30*j#l^-%4w8`E*3e)+#WO%9dtY5gU_aPsp5p4KMDax z0(KS#w*Tqo4H9i0Y+h-4%h z&5c}F+dnmmE9LNYY3b?CXYS{Y#%*;~^40s_m#G|Eli(N$p-kxoBon~+K!JTLeis=+ zzorVbIOM+Z@#&fI@n8YbQbTB0zb{zBxpM(6Eo*(b{9j{&YaqaWdSoxl`wU-P zz$iU306Dq1+-EvhzarwHVKkTkASD4i?6AYbXuUXKer&Lo;J)r3!~pprFgRDFgT1@E zJ3VlYj)p<4s^K&>K)e<^Y(KOi)Pn=KdXO(#j65)hps(^M+(5WIL&M7t@YN9Yeja{W zgg)XuJ?IdAZG4`syc7iVzQbbxYY|kx4rGvzQMKb(KAU=HZG~~XEdWf*xYSg29@WD~kBRIf5?JWWy-e1joSx8_A5Vehf zeE{gNW*U@3zIlB8ux0%B`ghuv900=^(HlU(tX{rf-foYgR8p9Wy=VN#-j7MbVoQ?3 zilK+n1K-P{BE1{{d{#Ue0Bm$Ra)7r?qpw)-Uf+;;fc2m3k>3a9AdP;20N)00uM%J5 zs~<dZr5OVs_mQGvK14X&?G zOl$39D;~lWtQNbvY5bP2erI3V^gtSv0zk*+?`{Uhd!UNQ;>Uh z9$Hj$z92_{KhZx-IJbq3)I;-VFph3s0lQ~>6TqGA+#P+tM06Fu+r4pAJnUNI zn;UdNe96CW=(W+S-j?Ol?b6Je+5jH=V`+%fPEVI4@dH>4!5g$x0xv)0+s}FWqqBzw zib8ep_#u3efzp;SIc`qkw-C-Q<}#Lf?)flN+w`J#eK`R#(-a7PQ@Iza$J-1ZxdJ~r z+D^i{)o^02AEjR2aBbU=Vt~OMTuIQ3+%JMNN?jau#TcxUM0H=;#YEoS7wVMI$Df} zsPKL3^N-NfsQbMF^{sqbnMYlR5$gPLc*BUi19aLyCW$NAP#dPDC+6&VLvHg_6MltA z1d}tQOMThq7&qQ-cU_f<(LI|4)gLLycIE=8y+UJ&4im9%LFZ3Tq2y+kXbFSmdF>)s zJ9)B4d9`D@^kH|v9LKk}S@gx`8di0zP`Nm-tSS$G+N(8VgAfkS@{@+%#CZe7;pUiU z<=6+QHvD)7N5jNYINsQU&+Z;FWkxB@R@R%r;3t&dmS9K|X)-t3S7><|~G^vT4 zbgX`v9U+1;mTA%6m&PQtUV(=ts>K}^Y*#dLa7Y~)wxaZ9CyhB<}+q)rh3?)hLW)}(5<0CExA2FFGV8%HtyJL5icM4{bY z`&Lskcr%WzLDXot3rMx?yAXnuqLG{B8!*{PTKg}0yb~0GX+E9CL!j7V%%QyW_OjH5 zLhtmwg2|Y}xeS4ZwY7*yg&SXZ`x~Y20v=(>x*l1?{by|{P!1Lmcc1u!qWs%fG0*_c z3zL4&QHTd0x-r`x+^cj%4Kq-LHI#ldP*;vqY?eccBpMSyZyvb1G3-I!+1Mi za7L!^6A%Z3_GxE6<7WWly$zot7j^uXUjsaa;D(q4Zy{)4z?Nmsy?YU(kQ#X^=V{wc zC?l^3tcFHtX7*)*M+-;+>LKevH{_U{?~*YcC06*u9y1SmwsV0l-E8FTf%E1TlAqR%x&TByRFdjvDY!S`=8l_)dq~%- zvHu=zy&1mH7w6%gcH=>H^oH|v(rgDO?cTd6K|=(W+d@3RaLbD$wl{wB#ZQf4s&Mv? zks77FP5EH}DDLT%D9VZDV^VjiwmRe_B#w${_BkAl6IO$kx*&>2!apuUg_B7n5)|6y zCbEE;z%hw_4mV)TySqV;X^v$IBbVn;cE4mM4}p&;2;$XbqIb`Jt<5PMb!qZ3Du$Nu z3OLb2uPnvXRelfu!9MwFWKT2OwW8dL{{|GvL@ljJ%YO$W!3^oVr-LTS8L$Oue1L94 z2bFQeLf=wx@l@v3I=@}O&|o+&RQNik*$$xOq!n6FX>b8YTF*F^h{;oq;Z4cdOT$yL zMh?B<{n$cMr7kKU`7Wx_7W5qCP9yCw-#sQmgLQtjNkb(&0>nd?>qW-OgvUA;*++Q6 z^Ie>-{v#!NxIe|i{s;xk*oSrN#3zb%g`}5gr=7d^*9{5#VI^z0KNRH}sKA{8)sjqK zWN1{nqOJkxCLGWhVKtdt5mi&kKu4ivpRpCTLh6?FVml;kHoU@vj~vpt%>G_tzwy!;px$~ zS`UF+91Ps5$&JO+KRu~`=@gc2(WS|xeVE?uT|p1#L6DSTK7b=YRkNQTE*`-j0q$!` zUclFDQf?LUXS)wK=5ta`td60i)c|`?DN- za)0B`^K*IH9fPHxtM4=hE?8B$7sn!Ud+cN3rDaw*FOrsbUe@W@{?JRPvEOsIp_Ws1 zY0j$pHO`D0=QA~yt?vQ+yUY#WW^Qp}=rC#StP^@℞{UKB?adwnVA~aBb(FND2}& zIw%lC;fuvSvit;USo+}rhjk}1B%FZ5YE)SolkKt$F&{Bh?bldi7u|Uq2Y(cuw|(c- z77pdYBgf^p2Ad9q4q}7lrl~-@#(SFSLc>YE2iH0)HO;rS6G#T+po2SobV|)KL)IR^ zM!_1|1%u7a2{dfKdB1m|nQFhCFxX?WLWJojt>cHPphdX*r+3YvX?M7D5>lB;znXc; z(MM$dlNL8#TQJ;CT4ocn)`zH@GG1gp&*wz|8axN~(nT)cJ}k_+E92yTkH*oP)s6C# zN+S|a0pGmvqxYyJ$4LRGChkDunYAKIUwg57Ooh9hO&V*qOtVHIqpuVPR;0?qQcu04 z&V_aEzB=2Ee?HStZM#DV3^m<_!3e$9;RpIi9Zo@w)yvQM_vWGf@m`C#Rd6eeaRLm;vr+K<}Sbk@N+rz(jAT%nL~cezpY>=|S*;8efxVy*5pA#>SlDW#aH%*`h#@QLWLI(_`+Q@@ELq-BUGP9lO8%bF`kL?ty^7!n^J_QRDt zP!UU4$lIRR;M~-DV1LS4fHqgJzO}`5)v7`~ySt&b0x5mdl*QdsVS{|3K8Hzfc;}-+ zBAPrmyjXE}%>5uH@{tJAr<{kxGT_NuUeby^BK%#(dkI5rDE5oLCw@tukQE%xlYyly zEJ{fLvl%J3vm+iYI%ySX?^#w39-j5{uNcSJ51N;YL&#kN(6vuDh3>W&|V0%7+RY!dGc%%yjS9`gblzXu%I$0n9LNG!0k~QNd*-f=iDv7-ZXw;268a=%^V{l<^zF@%kPQ}dBs*! zUqB}w+B{(D{}H07NSC(JFC1L?*_X7`(VeR{yYq1r1m{{L((9$OWW)UJ?ej#x--k^cF%Eg0`VK@Q0g^Ka% zv5!i-a`?_dBk9IsJ%dSDHa5i{n*nfrQxbfOZD3)w~`FL zes)5rDj|nOm?4K?gC6FJC7rkQyEhy^f1+n$G5HkuBL_sC*!A9w7;Te()w@F1J z4@%v_)Lf>@*Fn$v)SpP~3Epiu5<(g#b_-eAI8}6UTMqpQt!D|P(t9g#M31d#Nes)1 z{YhM2>&SAgaM!lYc6-Sn!VnPD^yd{n0xahExq}?SjUeztPojOzm@<;CZ3yf9L{Xv= zKR#aWB6DJ#3CIO3nYicvEAC;AKtO=u1QDZ1e zP67MmeEVfHYk7GA+i6iK%>YbZa()%!QI67sCsIz$o%amiUC7+|fkfJctHbieL|~&_ zzQc3rt~^%>iUqT=UMjNo2(!R?AkZ~VM7S~JdL#|LOSK_Of+P{XIIqZ0%HnVJHl6^u zH&%xWp2lksO?5bnp@bgP;g#Y3crIU-AG_Vf(OL_fz~!FqP8?VubfVoSLAv~R+InTZ z?eFM6zuOwHR#?4{63^?C&$UpR%tcM-bnrB|du;1pWGo)DsFeF}@ z_~@O=pzXNO`Broet0tbW($Q_c2y|XUSgv zpxY`KG6wUcKA4VqlekX}vO3%%L_cb=T!cb`t`|@t?st88*0}O4H+8*%@$ZhgYJ(Bl zu*7AQ4s3+eX-yjXf(%+$3o%t(ST5d<;c70?ojBfhn?6#^)miypjNN0eFkBQS=40Eo zZQHhO+qP}nw(avA+qP}b+q9id(n;FS`v>e~t$SVfED-;m!7%5poWX9r2z(u$am{^C zB}keO@wA=E$aju{CR=S(4XCZfL_KsDqP`?frC#P-hM#?cIv@Het=P=V`Hr<$Q{DNY z4~gc0E$N5X2EzDiElGp1WABss)cV4&yN+-=I`=V?`I!*of^!;*eCuNZIv`|{15OQZ zTakvEPuYr?f})*&@yumJ!GlQO7I4-pT4R9|k0gX#dYlvCzW}$L;V%AzXs?C`swDGe z>9gH^oO<%87)kgUH+m1%$7qzTfmXjhHWb?y$6cmsk1k@|Mm*WD1sYm+QZb=nacy1V z&K=8v)%;dCz~+Ru^xlY5yL2Rpl0JE?ZB`=w?cRf5O6OY)PjNrIt2mUwS zXcjvBI3L5`pQ{2JF}ZMXOYTX&h(l7fw70Swc~k`m#Jc<)fl;;o5m~w8Fn#v`^4HVE zU-Xpn3G8`?HFtc@!s$8RymameY*ep&v0nUvSfuJbB#r_XBW29uyQxk=J|#AE;EXkt zdDjebQ+&F%*KV{(_AYt(MsFNl_3y46}SI%gWq66Cr4P3y+K3KNuztWM0zxzF!F@$G;sRdE{mK%q$mx69`_ zl%-cib5w{Ls+;25!AkyBQ9Yk;ivD#zW%*mnCLk6z;L64Vm85*Had9#k>5yP(zw*tU zud7MdBj^3t-h!gRdXMUyp%%vDmGH!FY_y(@Ik2X$4@vsZb$5S-)>t@Grfh#Pxj$buCvC{+QV-^$)>hd zaPYi??_t^pl@P?Rr=RHAY5-0mXUw#5=a4#mQler5Y?gKq^JzU-fggu2Pyb3*IMWxu$jZSpM1I@HCER`xtHtOG%42;j#DNV9E;^zWJVz&_%(l>xlm2HAwMCPRukjlw3 zQNJiw3efSY!8tOyveP_YGOch($(3xA7}%l|%fokZsLVqWwR&j=Dp(KdAE0G~W-Vw? zC9B=Whu<09AKj2+>6q_>KfMR=dQTWcoc_%!bFb$HCOa^D6kx&co4fZ2o{%;>mFPZE z8DuFFgxb(&M(sjBUS{kPKSs&>AvK78&5c6>zu4g^oa-Tb^CyO-+;O5T4 zb1Z4lU>PRH#2^j&dzYuBy50<_xY|dee#8!W2wIIT#S_*P`UDXTo|oIvndz(7P~Ky! z1c>p4F*I}d&0@Nj)tp#yEt)R9fDE4(H<#F-oAl+>c9R{OO?G4lYLqi3g;@zjDc9tL9{zD0_peY}=r7pc)wm8d zs21Rtv(QRfJVA%)g14#>i=&w;xXZg1t7_X_-LlZvWND#Zx)&7AFsm~x0quDer0Lo- zA&B6m0Q z!&5vdBr;=7ycGH6y@iRbDrA}@@(4Sk8>|nqD!iV*3a$~?rYnNL{J9l5M*|PK{P?v~ zb-bG<;4M$CQ0RZFO+!p=u~P+yOZabS$H3Y>M8f z^E8sCPvf?2>oCu&iCcL-KEM7Z`^lq-sW+vEmITn$I$2C8#)K)ShJDi(aF-kll! z`EV-}b?LiQdQY@N+JTcQLQn9PrsvlCo1M!(#eDDQ-pKZamovtF;OX~!xR`v$EwY`w z-;^7y`BM}gV`C&#h^Fu;x6jtKA&xXr?}4qJZ+H5JkWWSLQUcxySRmV$SfV*!n<@gO zA6G{gvYwLNZpr^e)Gfg82)ejvkWsRuvY@T6iaH5A22_@VgKAw{gP}%Rff7g4Qwh-tN_)M1Nz8U%<)-jWTckHi;1bamoYbiz;s_Z*GS9YKVQQ#;>&Yo zsmvMKnEyMLX8biMWieSsmm{vuKIxhpzTr`(H*F=azeDQ*#OYtnAMgv_={Cdqr=kef zqu$iV<6oM8DC5x4{8i*N*TBF@P`JVIQ!H<^!yJ`&K*Md)Gnjfkc4`=6{*1wj~)gT%x^%=?{ zU|y0mjjH{M#tIw>ArS$kZggEH5IQ&!2^;6(U779_U%i0XD!UW8YSG8IiL9u4H7Aqw zO0PH~CGX91)OXIt69F0V*s_U3@0azw30t5;>;K?0a86+4zQv%+(XqC<7aHCZ(aNyN}*~?b~9~@klN%Y`;CqbX;*w z%a?dr>f9#;FB?cr&9s^b<&D-hO(FFjjFYPXVJ6*wsk{eG3o)$}>ARJ+?cre-$v$8^ zVmAA6t(SVd_E6VXmfEs$IitEb`3jz`EUrCY(q2!5TI+Q;^HQBgyM&&1BcSj2TY>Pb zw)M7Ji5*NaK`JSJt27%nNEk0BFm@?X~_YuT- zKoHT(Ywir)UKYYrOB~Z$2?hh5QiER--sNn#I#T7r&}xKV3;sWe;%Id~|MFj~EuH_c zHyu)^sK#J)tD0wC1h4EIsE@Xx+0ZEYwdm*Sk~>b$6C$b8VE~ncYO?hx{lplyG3Co+ zlL-0aE#Mn)CO7(S0=X$h(P+pMqASg3PsM&S5PKP*0+>P_FHW4=RWA3_L#LpR_v?c@ zduTT!f zu^IB}-h3{uPLCU3LTc^(gty)|V^U06J0Ic~YVM3}c^cRCOkQXdpio2R=fW5D1KB+3 zF@<*XMN$4d{?QIzbCuci25-LwTCW#bNo`fW^OfF4yI66j=?5B7jnanzmnmDfcRG#6c9(|WwWJKSbI5SRQF5-rh|)2*Qyy(>D#f_+Y*7TMm{U0oMq zxLBXm=MYr&qAgjY=q;mbDrU7^olxBf{m&6IPv8@i?tcb<9$f16+NPc6 z^iqUn#k-uOd3h{i=fJyKL9@^*upg*4Z!UZ8C8&6dl+gMt?iK2Kq{->J#l(G6NX}`r zjCo0Nr#Q`-LwM{HIev@9#ojLEJ<{*b9YwExphLCj3y4^uXm7w%mlQ0+167a2o4bv1 z0>be!p>{*A)9N=g;yG(&6(W3Fmo;5+T(i00bbQ*_Vft(-jXkvFO<&jT9}v7I6sJLm zsyiMq8HrxouheNA>1>916q&WyC{e3fHqZGUWOa&iLo$gkp|j|0Wqj=?4XaY=#y1h0V?07};J$Zk5DS%ryr`r)|jq zsOX5`mylA_+O(o)Ou&2}4Qh-{tb=?HxHTj2d%XkJ91GvMAC{MTCL`+fJg{!P2|;R* z1}ngm5f$ubI|pN-{iD)7XOs1+YJm_l7SL=zQ|=WBqk3_+e#sr#nkK-K?&!f*hH_t2 zQ)0WvxY5Q^wWj0U4-;TL$S;^Dy+b7g+exIaS_ttn|9a)P4Gr73hkFh$<*tZ^BIwA~rF5 zxAh2Rs%~-*+z&);+=?iL{tXM?-nZzw#@$#;l#}Boat)YTn z+kJz+D70h$GJ6+AXw{dVS03@S3^7U6j(L|HYWn}BtfJsY1w=i9evNX$s6PX;4oB=p z4hpvs4E79&e0S~D+}}E_Ro)F|1#|fiqA+jWF5BaPACuaUAz<{(U;q2ErGk|ou`qdJ z05+|i!)cyDe4zpaXH<93B=e6tpM2ChF*zqg5k^ZMtRu(g42cECGntK4c5wx`P-eBQ z_TDI+y4G|@duD>iTvMCFYNz^o%;W#UYMEw?}Qc;0UHbJ|4eWF zuX!zY7MA}@?fw5oA7eehS+;jp`w&>Y?!wMp#bArxcD)hC3^15879#bCz3K_Q&`BeZ zKopC_S_r&~NVE_L`y_XJ-ge)9|EzuYvRcjjzBcA|&F`G^e9cxJ8ZNORDL4qO39BGD zqyR`DQh+EfFf;=K00=6onsV8f0SkyB=0yewC4k^aL%Q?HmnSeo z_0I0Z0oXIZ0g_Tu_Wy9<6dZy*ga+Ll0^)EdF%QG^5N*JLF$f0~ASUndDLd}CixqB_ zgoOC`_=4Q*Bm_gslWE}j2f(A8z%Yao5ajJ6fcMp>0Cc(8|K+cOKym<#%_iL{-#1e z{o&exgAs3U-|YJ-bRZ8PLIndntF(eD_EGo+;BFtFFTjO~6dc|3+!Qcyd$Sz4U$_CN zf&vHNb`A6Y5Dw-kxT7c`K!*NYDxRxjJ+oC0;HDth*&%R1N#0lUnO6K4)7f?BFXRuu zf)alp0RC;mDRclI*SF>H=!DK3D8$o4fIZ>IVG+5vpN0$qiU1@X9UT<_hyVvTgmy#w zYz=74=RR(KVvo5cq!_?GfO8OO2ZRjb5}L;c0hHjjhX6Ra0EL8lmmlY+1ww$>2LLSw zcts$m$l2f9SYQ}=pvU(8%~Q}1Kt-VCM*w)gdZ{P3ZW+QsaLCx}zvz$G_@^K~EFu|x zCqMP)L`6m90|*E-lmq}M=|}(o0u%{MLNWp%_%~f_5B{S(?muERfQtw)(LX7Ax3ov< z{kH({mJfIU_|2S72UM#A5%9Gq(yC$Rzz_H}di z8-4%xezRS`(9aLk;?%2fPB|}FU=H}Zr^5VCzqlIMF~FXuf&f7uBE#T-7l;P;;E|{3sYozzP~6~(cJ@-s-6m;NAO<7K`PMR^ znawV4vnBjcI9zLULFVUUvZC@W5T-|;Zp;_|`82f7qyoK&K?RHr1s*gitUv#mOE3c$ z;aLtDDYFsVL_ZleLjq50r|nRR)!QGHa)G=_xn0+3Cw99rWgEByaB@~clNm!n9tEoF zjR9Y~p{c%5j0P`(EWumL)DzP>Lq^A#FN`dQ+HGvf_id{|>K~q_o?kLMM*^jjPR)uw zy&krxp!h}ogcd^oyGawZ(=xX~POOPt2}| z*glIZ{m%I`!6fx8Z3`p1_K_ogX!N>`{GuL@Pf{`rQkz_Q;12fZyNsd^{@69&rA3>E zD?hG);GAG#ePHR-Wz#9ESGxZFRx_YQE2lKo_p|a=_H1I`xiH8VI$71lJjqjCPVZXx z1U<{h>~3P_V^u^kR_iGOZyQe}Xe9GsSSV=wi@sa6r1qrrtb7w`R#XBCX7UWC^__vq z#i6!@C{@UG0+MovU!_Tvb`2uFHx=?KS+XBJ$h(E*<9%AwpdXRt(HL%U-`zT!YjXJA9?}_zFqbM$wd^DsALZ zu9P(JN+a1Cu$vZc`K^1NuQ42L`F`Y}n%PoOcHtdczSeU;*FVLR!U`Ay@`J4S6qJpM z7081Wm=0MCW2_pP=NmlE#2pjqjC=16g0N;|>OnFYIqSqOkGZHHM{OLe7MYh_czfSOc>K`mmyx}9N&+veexA*(Mz$vd1-K>4@yJF5U0VJ~ zD`M(4i5y&Nwl#ImsXvJHkaZLX=>%VZba7M>w$sk`?s zK-FWp?`O<&{@3$<%p_ly(OHbiv$vSslUR>QXMNhChq%<`8J)(DEc65pM_cT{1l)V2Y1;z_@y4f9vsw#fQd7QJ^!u1lr_1e5VRH#0FP<`t_X3UGF2X`l$ zzk{!5Y-Y($xSYymy`8KpZ+q^DNqQpBEKJg#1^*SmvL>l~Anl+qW(y}iYaG>#JCgW?U>Q!BMiu@sM+FHqk)^4 z*Hf3p-}b?G`LK2<1faMbD{(z&YuY#9R%KTvw}Ub7N!x}jNqabiF4^uaMs*^&t|S+7 zzH8F{?SdpIJphjN*TgG$_6RlKM19a@r)vPs0Z&;aqMHAGKaReCmuG@Uq#Lq1U(<6O zwadlTPTUSIBD3ogY;h73d4(peuGxAxX~eecg|8##8q}@$XlB@G6~o;y8Br(6eW&=H zm@>W5lWu3@S<@pq&AMKcH#~HtS)<`l1OG9de{LcTnf1ZOlGHWvBWgg zY0kF3sVgTLA3;Ee(4>Dh_*qSRQ2&~=EGzsWf4xS#Rc6<@^9<`kQn{b;r*b*0Jlnr8 zK(w?Y^&yTS7-0Z7;E;ld(mykd%=s4(x?soFwD%PG>(|HkX=@nl08uFwNP3~>kD+%g4fJlp#%6@Fsi|j-d^x zl5%00)&Wx--4@=++sAxLozXuRR=N)QYjy825jF6teV{!RQ~*r8u@+1QdRyc4mM)lX zMGnntxxnhlEM>EHeXxbjw7l-pq11Fc>il&5gBs>oM(3gA7dI-)#ZpMm_Mxc8k1J^P~>7x_H4SN6Pu%~~&7KFXa$47j%J|0SG?Z?tEiVVqX zzl0t@EYBU+)p;YQ?NW0j0Qw>*gg$&1ik$b*Lv8HNgj*0NjR=VWur8(2e9hOWdjFNH zNoMSsL%_vgUZ-=s199;W!Rw**)sE)qOXny!G2UNl$Ha1*0#B8GO#Zt)B%$$`E&OOr*>(@(VgW zh}4K#vcK|(Yr~9=jfP{GoW&8)3LULmSuu8`n;Kjh^?-3G;FnF+!d=3O7Qc=j;q8`U z4xYpLMPzQtn%g>?kv@<95>deN8(7T<|>eU`Xsq;}k(bb6R_U@&!cO7jX zOQpH1&+}r2J92=0&qZpoq!FKR*!2qYb*{AE;cgPn@yiAulXpweI zJT-;aMSk-LQ={D%GRWeTKQ88R}F z8a71g+%tnz?lW6%H<@Kl0)zHLQ>ryEz_7yyMKdped0OQGAB?+IHUw!3jTHH1|z`dzL8bREA81%%o_NWim z_A@+ijN?b_sFm*1PgfqMZ8rGGtl_-EZg=^&5b@0sleK;wX1l2(`LiVY+v{G((mb*L z_CxpR(i?HT=-@6*-310R1=ep=0Md?yYQLvpLNlO! zKAg9|Z$dunq;|ha!T?L^tQ&a3D6wi;&!GsQZ$Z$%p<8h%4UD`N z*0M|Qbv%C37T=R^`^c%Xn7h)3-Mn4k{IEr)o@rO7^|Z!%O`~Zv9T?SKuTzsfaX?OV z+LR^w>jXUsPRP`Sp4i@XeIOzu55!|}P1|9*fp+`g=e5oIz1lh?e+<-!=N|X~h~R`& z-M1i~QgPk9>u0EoB(y%7Akunv&muq?YE{zm*C>Auw4=qANx+?Yu^GqAOLaHBm%6i( zx})V%pLh96xZYTM-jw%Tx@g-B^KrD0j8F7oo_R~d5d2wQ3AVM-*nYD{RS~i+Z`Yc` zW6C1;a;}!!<-YZLRs*Cd1@99-w2yl$+nB8;1W?}p{Iih>IY>v1Uxj(=}-@T3f0?&yCT!kSq zrO6GO@e~q}^G|i}Re2nD)T%E_b8cK;RjpsEunaBtxdkI1gU7hv#Gg)B@{iGmPTp=! zP!D8U*osz3G+(fXdx|4^aIhM=WOiLX|EIG>Kx^V)LksP-q1+o?7dT?^q)Q<+Ca;AY z3@6e=s1(1#F}I$Y_usk0S*PxlbJ!E}TpDS3O-8w6TK5lAd&@~&oE*5Iv@%HIcmcb) z_0PY~#mlq^I&n?6I~Ft#*hPUjIHkaUtb(rRmQ6V=vj0Hs#Cu z2MVd4n5*n86&SJ3Z4PQBWvumg+s_j18&x-LV-YuYG7(6-g^aC#lP$!*aKAs9F)i=a z^V;yD3wx7P1#ek8xog%_*YLqG4~`N;4(P%7Dj^BAS5VztXj{1iJuIXmkHM1e+3~$= zZr*ait!dLhk1l3vBFCpl`6`z<+WzTG#mQwPPiB%)Br`*7`srhF3MP_+@wDva5-7|1 zO9^SzCaiRkfDpT$fhD`+T+EHTHPG^jnN0Cto@ZR5H6N-v5#|waQmgW1d{OSi%X*O2 zUx~1a=vD!OgUyW)V=G>a3Tb|>PFI5$A3g^R#cmX*dLD^>ROKL0qCuXgrKj|@CnQ}S zOfMmtpP}gRTW4e!Q}ALJn7+HZ#o_9EDR`_CFBW0_C{l{1$n1zV0F$@-26>OZ^Gq3$ z0E>;W(<<^4*P(cX{Pj2?UqmdmYo}Ej<34pGFKM8`c<3PouVTTY|KOr!*Tku_->v>h z=`Sz$br~f^SThNRohlPJx;o#oYs@kDrsd&DRQ3ae^6k+(eBv|v>@frkhnu%dovgga- zABoXm{LvJ?BJ9mqWt%ZU7kclV+_LS;*EQs>Eh{_YJ3ygL41 zck>~%;NlJzF9EGLORA8{HSfK|+cpq0)cB9%YvM52p`7Cn8(^gh0}yz`5&1njA7oiGW?7yM>2)SK$d7^F`kiS(>X(=8qx# z@5@oi1_4h z3Gd=tflBXwUlrQMnAtPW>lX0YBlk_(VRB0%hTS){@~jw;S=w>rh{jP?iw-^3thfmk z8~^*c-3j}~U{#6H2L1Dh+6z0e&!;W9v1)*0jTSXgV{)+#o3`>^E{~rS5H_wVSZC?Z zhKXMsN6;CFv+ha)c(YWocOkapyVqX)D_&Ckerk8Q31~~LnnlDCg{g%uwISpO%W=2j zp_)Giqu02e`F*gbl;l^-J4t8kCi@ilpRqfpa*5TJ6dfD+0&!b}Y^useyJBGNBD{Sv z41(9+eusf(4SO3GK>v8-FBaHfjIr_*OQE}GlU6M90lIs{<7;l}qZ5Nf*=y5tbE%Kr z^+1}|%YR4D?J-+wbmD=~Qz@_Rb58b}C!b%k zCDToNVF6ZYI_9HHxG?{Lcuw#lli(y1249&IuQ+2ilX_%pckdJS@Y^lfHM)mCztV;J zx?T`C3636n@(X%JNMn;1+3SuGwECDox7J*F0m2J6rF8W(JKz|;_KfWtO+j;=J$*4C zN{y3rk>3Dp{Dl{HK4#3?>0(pN*|Z4vLiCNjf_Fcq43&nW`pl7c+49~VG>l-t9_4&d za>)}{xocu;^w3Tlr&R`>ui@sui#M^FSboj$DyI$J;_k*fywp0b5c>a){=Eru=<}jV z&IP^1j}*nsw(C1HgyP-%AUUz)bZKaMsE&$JZy$;#lmba2cJF)l&Ii!6^PCoq7u(p- z|E0Y+j`NM}bN*Zy1|!Dw%$x4RB#4OL#b3#W3w9wj{YD5U2u=M3(wQpijLfc#akfs< z(fxsqsCZ<_h=qd*4hmBuR6*h~{b&%e%Gx&(@T`z=!$f6zCr^qk8XK%Wu;|=^3rt zTjYV)I-V$%&5grMM|&e$a-IzWENG^gr$C!HmXQGx?J z=^kT|MZ{IN_`+*@U&6RnIsa$Czs7JtTj-d7*)#&L>zn{0!yee6v02b=Gwzhf??Q3x zt-kOil#PLg(N(A2>~}$;@PJ}$@Ati&ls~4jRGOP%mha*!&8Ua4=+tHPPi|FluS_Rf zua%e|+{V(se#1x z^we83-wzC6zp~VhL;!HfL>l-fvr0kJehA#%_ zS6@z7viBQrRG*pJ-Mw*Cd5hA0&4#{)eGGxO;%QT?2{)*CRVjCKa?32@+o^dwb+RzC z840pt5|UO|`CjI4eX|V?{=(7t8#W$Wpz)W#7UpMzJgv4Z_nu$Dhigc8@_T^K?p}!f z7XUgmKDLJMQbB#p(P-US$r=BLGk#i-PIz=PJP0b|1jXgdr(H_uokbKjoxRiSGwef6 zYe+)JvcNw4}3IA-io?4O&wrEO>UV<)jEA8o{WoFDFz6Y;HIzX9}5 z8pi5kdt)dZ(_5mV~BUmTJyxqOY9yj;)fB)U@!$U|S(oJDwt zmNU*N8U!Hhm8FB`qNqUOyCVFSbWbyZ(kXmdeCzsUF!O!37Y@6aiq&2#b)XF{Y|gf7 zP#elHxVib0?pWI}SKE32oX zT`U_5=l}284cjzNp5>e0zZ(-8)It(t>JggPM&{StnhCyOLyWO?(Ke(>EkbSCrusxu zZp0>Y{VBSQH`2Y%Ip5h_XTSdOZ|1qT$1c6KuP(m)@$hirySxG*AmeD2!Hz?aLV^gA z`@G(Qvg`sjq`*fPKp}z<3=pB2VdIFQ!oZch7JK|BTx@g_1RBFKpmsJcZ~bL&@{vVEW8mlX5U8O5prIlmfeM5e zC=kI>!1%xIIeD;`du{~&Su46Xi~{R>b%=R(e~z~=cOUn^-mg9bf2)gw`wDIn1b3mF zzxI()PI9NYP@QL@x|@75#LG3J6p*-~61y;wib!)QiKx4)1?bgt~}- z%_U9MxL|=!t^iPxQGm7$8rb?)5C;LFBBFu63ItIF$G{?=2&-VhI*c4b(DO6MZwL|{ z?92YJ8Zs~tYTwk)?2*8O_xvP)Ak;sE7zj1r@R7)$Ex&}25C}DI@PiOkZ2l1iMql9& zRBnF>6olsCg2-%t`4A{V2|_vo6bLcj!G|E0LohZxIP@tHfP=5-QX&u$T?uGlLAZ1T zgg@n)A}IoWA>$84z(UtX{DZ`wKuB!+kKmB;81F*#DF*0I;<*aZj=cu>QVo}GfRK6( z=m`xCPm^oCY0tv@ zi{jiv?-h!nWA@RC;?3&*P$xO+T-i*5Ike_LNyQ|YW0TesH@0UWK%aG!IDgOck0@Hp zHWnTBwAWD%2AdU3?}xqA{Qt&j_WN2HQo4$$e7md83+5ezA7{r|5nv_fnkl5vAR!I0 zk{Y-|m%E5Yl|l#YUoN-twjO!=k=9kz;*$8?AtQe+u;-8o#C+w=bahKzm$qefQ)RX6 z(7FpPcffIuGws#PI3rJBH)>&_Pg`H!tI)Iiv(We6$Q!yV!YOqV=`j)2FW> zvo7;1rSe+Y5%cEUlAx>28&*TLFw+47+_&BUYGc1zb63xo?+7skG?#Ly(9FX)0y=h> z1-k>PgK;@Ys@^d5CW8qqBklf^x$lODd+i@f*d0wiX`o4vk|_tv;|HR|CPlB)`8Wq~ z%d0k8-b;wvV*SifL<1}j`AQ)(F0O?UE`Lg{()QYn@LpnE(3p~*?Jc9`I{jS>uMTN) zyLEwIOyeG*2!LL8bz%aH&0;ZChz0mFB5&IcL;d)m6*TOhdt5Qt&!4axTu4U+oBzAu zb~jBQMRsE9K07@7C5@G%KVSu3aRMdke5v1rS5@hlu;4rjkt znO4pa1yfq!6vzqA((MImmb{I>yKu>6C8QEv2)(pU-(E|)612ADwZTTk%@hS zcz=50;*%99v%`)}uw`)Zpt5-3{pUL}6jodh@DEAsmj55u>4LDzt#7VJdsD-BDvi+z;semrM9T9NQD2w+)kcmxm`LA5wz+)@C3<~A255dNT^M33EfxQP zZBfE-juH$H7YC`<2t^`KtCRz|e}xQmk&f>}sd1Q1m2d1bjHi*&%nx1Kfk-Ag(pG0> z>fYimURnD1bN0fbQZI+<`-SS$X@QfNUTw_iR`1VddP9tgpD`b!8ycXE&fLK+=F9=f zSh0;U+*BZ_s`oUx!XjuMI;#jlQUYjg7>oAd>%%gG_9N(QW!lpEk{){b;I8q5^A>^X z(cy3gt(6&|HO0&cFk~J1N2|CYTA#aGuSZRtpVfn`@{Tv{EKO|!`l@jL;0klTK#6p} zf5gan9QnzqpCWHG7RtB?^=>L!5|3hhxkLk_;>|PRQ?Dg3#SDG64cCdTonDKGm-(a& zMPe~^=QMcQdgh%ozpbWL7^o?DvgrV|jo+ry#tsZ(cIqd= z@nqA!Op+s4<~imsQBHJ^wWnnz|9`MEVMi|FXnon& z^89s4#)t4;BFPwz_Xh3Zfq;fuUc>EKfYW%)*b_yum|0|BHbie1{S7e2%cl^ds%v*X zr6x+uJqTIazE7vA9yYzTc{IXVl}X zsdtTB`vaZZ;Boikp?55w&%O9!H?(2=P)I`6kzpS}{Kv|AwD(GsIQH)~l&2 zyZ^+~#7vy{lx9a^K*SU9m&6M^d_)iNifE6&$8o)a;iG1_0Z~wp#wq7uLR$Nxtke>j zG?w!*)`ScFn^EKmK-C%^`PddsZ=OLB9>H{S(<3`kIb=Q~NqcoFGlb#TPH~1x z9zKux)If;AX)C5vC;oNW<=CXF7@J?H-k%~b&TES_QwCZZue@uAL0SB4;QUo;Fn+z*KaHN zn-)IptOYFDea4pImkue}-RQU!ZeW|Vti|YX<87967IWfsa5r~wEvFpvQXy{#o=8hn zC49E`^7WF?p@&YxSkDo|mG5mvN~p?Cq10$5dhM3IhrT_Yf5=m@MJ&N*UMY&uKfTh^ zOhZe>RG?fHms?yss~vyz6-P`Jw{X4Ov5r<}y*ao|uJrY9516yg)!9wi6d;>h3IxaZkdz&0n-0R~ZEHZFydXs;GS4w`nYK?Jgs={H(ja3|f*+!e9K@ zU_&IIrY7%-W(9=#0H2<7cYJtpr#``l&^DL6uJ^Rh$(x4BL6`Lf&tS@695WV^6%4D+ z0DiRCc(kKGyQk5qoBU81wb1PM0?G5Emfw}}YU67y>h(XMYLj5~Zs$Ae+i}wkFA0XI zZAd`M|KW@%ar!^mIxN#zz+yt=dlwktX7m($H1$Z)|ICzrw_p(_kHQ?Q*#@quJa-v< z3r7Vx6}#DtBC%v;2of_tj(m*f=>ViRGf804YQ6?L7X=6L)WLZYQ@fyq4^<&jGj}$- zjQR9s0ggxNu;%l`CZ338!&|GzetC}GUQ7suwEU={eVE6XyVx2FxruV!RrbHv98cH1 zhEc4X0@pg}C}j+#5@}ye9p>ED#w;o-Xc$mHO8X(3u55cH#wh1g$l6H|O)>RKYEA&h zQSGheCjDSUp5w|KLO;(4>&bha|+eZVKKg?3XP^sPU{U~;~K}9?< zdgPeN0=VQt;%42@C6_SitVF#`VeWnes4sbXK(6-RXEw#U)eTT2DypVZDh5f#5{iB6 ztVN+z{YdG`9(HAuz<JA~VL+^A~b0p%9p%!qDAVU#a~i1Zurb0^M}^@`k`XVv5A z>x)U7VZ24sfVxX~4eu@$`Zd0l)cUqLx373Ko6kZo79_#?z52|w^)}I=873K9jB`}x zp8NFYul1|qbP*kLv%Y?R&t~VCtd1u{Eh-J1c2`bANY6`$t+<)Jfu_~0PxM%Qv%a|U zj6Tht@PhuQ=Mn_mNnIAPj@GDQ$JYfh345uKW^wh3;QxS>IU@uw0LC1;iK`37kQRhc zUh!;ZTK+ea^Lj4ut!oEW^kHFH+P&=@V5_GgUpwpE@oF>d#Ua`A-L4mF6tQe14mQM0 zoEi;dyb(@{|I&d2PnWMtBJ-!P zUbZVxORfLZR?q_isw2dN*062QQUP*3@XZ~C z13GbfblCdp97}_Fa@RaNVnDqIs+*lLsfDeI9KC~cQ_W(|2bL{68#p}Pu+-w8 z{l`XT@lY;7R`vw&mESv=!Ufn5aQs?bUkU3DUz@sXAFnGLTl_xeX#7HaWI2-TY7X}x zT_|=}Bnqr;kiQM{Y6sacbx;bD^tlK}6m+N9Sq^DF%) zRDIK0mE`N)KZq#PkZ7Lp6uZ`O_K0y?Wo?Qnj~I*`mZNut20QkV=GKT&U&YEogVM&V zt-55bUOHI5n=8yu-759a^?F*1E&`UpFsgk34!FmKcUMJ+Alfd=mn{JA=-$Ae=w7V4 z9SgH0V-6*uR)Pw8Gf70TSvgSM0Vkpkj2_kgGu;Aa1^USlN#W658fgv_o4B_ZZ`k2C5^@;aa)L~ zu)SHDn9=J}ZcSnZo@K)e#%hmL2&ugkrlWJs6ECH+Q2I4$xSWStgK z|7O32%XK>3+JZPIuCsr;p?(YVP&?h<8pfuc+TGmNY6kK@eQvL35H=P33f8*oEwA)KUQ@ zduC__+Y3JOE+<|C_%`y%O(^I)B9G)8(?GMtAW0Q{HPaka_0HcCH`meC3drb|g(4c( zcN}C-q(WwaJ=?7pwYPz%i0_U5)V&Bku+CxfmTdy%nzk z30Yio2OoI9ozv8lNgh^B}BHLpQcmJt4RA^^qPR_Kt{^(+k82T=E~0q4yZ*KR+-xAw9;}s zJ0=Qd-+^w?8-25PH7VEVv&EKmM_HklAZd?UKa1l_OFT)Mium^lami+BO$)y7p3Vy@D;X`P3PVbqP;bh@lJHTzMFi|fEOJH32uWBn)L6d}+$>UJ>c zCcG~A+3^0*eiPFnN5h?cw%?07jS<3=L=x(ik(Gvnvvf3aiC&rA_4(}p08cfD< zly%eJ8Vb|NFqS~7u|Nge^;=L1*If?>E6<}?_pyFCJ$eZj02*!0*?4)O>45M&0)Qe` zn}d<{LZ9o?aHH!x^RDB-+ZQZxEMtjB$6GDIMqYyQ;}!QO}_P9t}c9OD&p9u7$Q2u=?v=#bbs|WLZS$4)eUaO&xJX|I80v>CyIa!^V zj%B6stTxa}p_w0pqwB^JhiOMw>y?J(94cDrH!}9&uBx%DPA5b)w@E?deoK2kEE|-B8Znwvk{*~q$gH*Cy8?^$E7J!URwKjDcu*H zoj(_bp%K#B77ol09SpnbQ+RRu=pZM>{P-(pi1o@9nH+)!2sW756gq8cY}eN|mZ8l@ zt`1Oia)9N&$6ip#6=@q~>!d5+qE7rWwKbSJQr96$0}24&DwEYd@>0T6O;#r4Our;@ zO{|N1zw);}waZpa*olu{If^{t5GI; z$DFGINbA#YsH1`1L-eE1YV(OfpM#+kM-piS$2%xH@xslxy0RAd>-Q5G3-OqwLsZ<7 zTTws}4b&MP%&S3SYo>F{^_XLV4Ue}}83FwG&6Twv-lrf90N3#3-i&54h5CG$`6JDzS7-y_fy2b-eVN=uoALWNnw1#YYX#}S zXTK~>AZmmPHI+z=sFea^H0JP>sT-0|aJve&Bn-G{pem$@dI`Jp*KkFp*RHbYcT9Ax zBRxd29`LAwqL1AN12~zz=ZEO-IG!aNi|MZ#Axp7mrUU~T4o+NQ-X1{=jG$Ru9>?Vl znNKhmOmyD44ZY>sl5xz19*BN=4SmjwLa_SIP4=nb$=t1=v5qE|6M^wUt+6dMuGhcS zZdfYqwRwdWirOPIqpI(fz1}d(NSb^}3p${#9xUuqhVPuW-akbb$T0n)Hl{v})!mWC z`9)nnV$5t8zr1P5zx~X!4DDLIb2?RLXAh`#%Gqm?jt`SH1rPZ?%W_nU>2F(rkX?FA zPmKn{RJB~6bOcXh%l{}-EsUScB*_#qx1?yQ!0rY&*geiB5bc!* zoM7N!NLHA*eT=EXW_Xxxh$p?TZE$CPI#m?@trw8Tf>A(#zuxCUMj=FSmfa!EX;tg< z9ndVsBA;WeDla?=n6lZ=bWwiPbmi4^)XJ40p@GmDZ1j#6FCV08;=Rve38-l5cr|#l z3{jLyD$KPP3h~=3WbEmXj!b$@JRHp_tZ=MNp}HR*-7LSpGMyJZl&mTyrnjA@kkkkF|T{AHf=9sr&#}0fS2VG4{oV7GRd?1 z^D7mmEam@U(qa97gx9fg{1=N38wdOUC;eB84m%6$|8I+qlf97|wp24SJbwtEFP|>~ zsEdp2?Cv$}Bz~VBOa5L)#u7e7pZeqVt@SS%9!!tqtTjK zKYv6LZGC-nea!LrXL&uvAz*S-vp`~_uttZ+XND(c#-I&Nj6O00N4V1J~En z1ZT^LEw8k2s3#}$K6`!4Kz<+#6oHEHSrJ2cpINjI{Tvhwr%X@qmG z|IoeA{Xs>%>gg{5`7TNJr&;U=1upz*!T-r1JTo+ULilL>+57m(^Q)w()cT2f-2s&z z)%5`{{Q7yE;Nw?8Bh_a$R`KbX=$D`G2Lo2A_f1a)k>*#4j`dkyvg$>Ipn|~)jjt*g z(scke)IZpLrIVW4>>r#5-#>jl`S}6jx9t6KIwHeD(X0)M!jMCSt_KRh?)5?c_Lt7Y z#{QNX;6?sg_~KV zqCdPhIm*3+Br?bTjFq*jn)*z;X z5ny3bFg6P2EO8WjA66u|1r}W&7<_2`*AbckdD-Jb#2GTFz0AQn^98}bodL7hJp3Lu z^}!hL&Uw}FTrB#{sL?v#+`$?tW8L)$xiz2SlGp?GwmY@`3*sT6d?uU4os|%x(abF` zcg}jc6v7iFA`)h`8Ds>6FXkGGr{sQM z9D*fN4d_>?oO10#i5|yL1`#UHW*sA*e#d^Dkvqzt;pQA6t?<4L5bL`bMZ7y2N?;U%P2W#UAr1$$7lm+dace5wuthN~kbN>5RPW&JeWDRZOR#E<0 zG;o8Ds!h^eF^g|QD-;b8LGwpI@lG~tvcvmx(pm<_Fcn<$bYTh`!H#`3wx?Hr&F))y z4s}RU1Xm&~B5jM7V^(3}8m#?`5+G*j=pNb`qc_&cjdXf$c7IaY`y`EFyO1Re{8eL)0;>|emc5=GTMgBRzQ{cl1>{}!gBBF_az z#UY%d!KkejSEzkfvzw@Mzjj~TZ1r)1jB&i#G8B#xG(z1jpt)xk_B!Ob`haYuE^w-) z9gG)xu-ns<+3PQUQ-&P;dfAB3eubm?v{?NHdMj66ZwY1?lr1>TnTe+hrJ;28i2L2a zU`))0j3-{L64!5`=y_-HJ4O$Ak^YRrouEm z1a;Rkzg62Lla4x={{gtWkiStfbKy(ip+$vQXX#o7yC zRG-HZwut~0q)VNYgQI8(4x)RxwgW^aNDC8akb5ft1U*>CL=9`R51{96CQzWyT*f*6 zjGDO}(rFDL%|l~Cb7eQm#QUYt2t@zVamJa3FMwK;?<%=ttMj>gIbv=yveq#hssw1* zHD2?p(&Fwmvg1V%MpY!qEyK(ELgO?~<2SZ3TRbCxU+;kAfFG-GS4>2RZ=YXv-AumD z^4n~RI>&n2SPlcqy2hDt1nRY|N%=;}eG^6H zm)TYzD>60oW?R4v7j${((c)~v9++EHMx?_Vo_GwQ4B0*nqM7uzB)NR#P1H~+WWds; zvAjY{9#%IQtbmG#9cE${)CM{u@k5m`rs=&_PRjmWS6I#A@N_qLXKd425#sXD$aD6T zU1_jdeGm5r*heG|RM-W?rmbNt-tR)m2S8j20g@=1j?C9!>?OB*@|ocY-Mmksn=*RY z?fAUR!^t#Z=7te15vRtBe*M92d}U(|7<%_{O~BhphWJ9PBsr%|2bB0=AxguH@Rq$~ zn;?%=&t?)q$z?yGO;d*}dUpYJ6Zt0Mkq3_H_^37JpL9DVpNF?YxFH(OzDiumM}@1h zb&E?5MGqK7}ffe8NKa)I4`Z2p&L|jH}F4=mO3v9 z2EUg-w~DVD4#1CI7!@i76;^rf;$GT&oi${QZ&EAl@<^V9!?gDbIh_vJlRY_V^AmlM z4%pR1`y?d@$ACv;b>}E!DmcpK3m8T&_HP#zo8KfPmG-PUzX#ImO{?$oWiE`A_Jp!F zunNd0A?T9@Zf`y%)w|{?i}_#BiO?b(J{%VeP~Ed&xZ@(^SRz&1zXV7Pm75f!fVkPL z|krtiKY zqKet^GMO=BG=rL~z8Kc8C?>^7GjSx*!D-tS|56(bjev#Vl0bz7ZO>!Na6&$in}mtEwsY1&X1|nMR}7 z%#zf)?(K6Ta&F=>t2yrYqHUH*AKIyIz2i%rGdjBJPpbOr%@d=50fI~fJ)>ul)g zknumLr+sbP+SJ#<&ee2=N5s@x&dXV1JWuRMXjXK}U9$v4h4ANu(f*)sV<*<7>=O7| zr;aVJU^j9!UeY6dHhZ6ixI!fiWCpF9To4Hy7x(G#=BrZUdA*BBg74qE0*)88mraE7 zhuNb-!rR)b(FaqH8PtwYOr9>W%>ra-*-j^#P$wREE|3I(4o8Cp?9+IcR$A`4;#iCW zir6+7dz=fGz)1E^E5~WHwi`l`6u4Ak%B_i>nv)naZ8I{R?DhP#?VP-W>ruv>^zV3# zZB$9lx$zf;te$U^n*%XX*3eqw0|8Yw(FGkm#xn1vMWh1u#b|V@cyR% z3QlBL<3@cK4sU2%Sg^9jjTfTe$vj%Vpso{jOd5y0a?0-h@rud$8sH3v1A0Dt=45FB zieO^c$GM|DXuiR1m=c`H`u8r1H)61Xqhp-);vQ_631t+J9!vYQvSN&qM=-EWG1ICD zKmM1^*hM4o4<}sYb{AKMo_bCJG41X_E3Ns=$ytU>ivq%r^)Ecv4_20p=xN@hfMatB z(F*a~@zmw|g*&Oa;PqJ5r?kcfhb)CyM0l8YtObaRrGQ#YkSZ&Qd54no*fZwh2{|eu zqvRy*6b}TK;SD+PO|!7!BR<1d;n_67D9@A#OYK)p8fzipOb59zI3CCn-J<>rxJu_` zXZAdrj4%)3CJjOYR)sgrzSQ4g1N1yu;KQo|H~h{%RFZ9D_G(@I+bobR+kJ)0>?e34 zF+6Q#8%g!#PWv=(`RzD?uRD6kZ!`8bQcId2|Al zlp5ikS1pLQgw7Ef2mAO_Y;AsFI@n@+XaBKVvvm@*Qg;d<4L;RaXRN`c0e`N5;$C*- zzildo1FAvn6UM78id(`dR`hhk`z-iqs%@a%zDc0&mG7T)g3)k3=qVLaIS)5{-K_(- z>=vB`*Km~3fp)LY@;qEklgoPQ?JBE;CI(h90DtB|9VQ3txx;p8)x22Xqtox|afW3l1F)>sHJmMS+KKBjBasiM6CF1`E=|8e? zRd%O3S%UjO9ML?Gq;EfmyVwtTNuVp22zcq{T4RVh7Rbup81mhWoRyArR| z!3eow`m>w4maN_cFC5L*@A!IVie|eB4lgv47iabX!9BCn)UP>7PkeDvSj~{YOv#U$ zhwh&p?NPI=f4_IV{)B9Xso)JA%G5)Pkfiv++)z$K0m4QTM;mppr@ZS4vyq%t52Yv*M)NI?^imEh5p$4BBb&&i>*Pq`B$P1B)jUex&=Qd(V`;*y(dUb# zCB+ab162FN7xt;25n-1&+M<)^9!9|wLezbO?ufI0`2|%TCWK|(xM%1g>|o9QvHmL> zidkBx9TSOjT#KQ+;VkP`E7jB=<2{L4wZ{Xb@y;ad-i0Ivfqi;?waHbf7|Xj}_8f-@ z+1w%pO-`hf;uiJWX)D{1OH4~Q(f0EC@u+SeWlgmh=G? zFYad%Uz!7(NikXTh`w!yWBw? z%4C5^X#A?8)3SQe!5}_d0XK!Z9$GVapM}mcT4Jkq6?~VTVl?55>rVpGJe!hAyPXT6(Is3o-_}x;ZO#x-_Pw_+NExK ztBEHp>2wZCWFc5`iD=si??2v3FYV^`L#0=8A4fYT4979Kg{O-flNNJL+EERq_)^}Y z1xJeMy)GrVvu49i$`rOwr+h=_T3Hy{nm;+KkOA~3IvxwYW}g?R?*;~XZ@0O$MbhDv zx#z2M(FDvoX18lbn9DA6Y$`!^+Sr99zS~(N;uE*6uDl)?Z6mX~O#&}q_(n8DQePQH zf`B_2EYIB31O@D*cG8W`?grxU=*EC1n~M>_Wb zoG1tkHb99Y`6X>dY}CmUkvJoOqP;53V!96E*N)e8D{rv+m41fz)0YPzBnrXrG)7t6 zSr@HC9iw|USIXri>>j5Z5b$Q{v#0SO+Oz%8bF7t?j$)CI*c1=k4TdvNVw;oso4JZb@UA3LqzYeVI4(`OKhgJ~+U3C&@c@0PWl*L$i6UU5+%N!*JU0`3J>t#EyQ4oiup?s#*q{K3BpF%LqsHe|8q*#n z;N-=<0Ec{f&m3x-yyaW1b__V+9p{7TgVxJ^Ylwqi9Fs5=bu$XC+y;)2$EwY@%)-Yc z&FJCX^+@1qa2f)S$Ukx&}j7lJLz(N1aPS-MVs}@DUTEEJzGZOZQd8^<6)G zkOI$|*0~1HYqLWqP*&^1*ho(ubM6H=dTBIkmRv3pL>D9#I-7$RG&cInN#?f7P6y%Y zd4KX7C&(j245@y%L}bIj*c0EEk?=;r_ROoqOhPO(wkwsiAJMJ`&h+$*++BJdD#+jo z?os?b6%N5l>5YBha$+HwW}3s@;-lWkU-hbTd3G2B5znbtB{a9cX*;Evx$9V^f`>96 zT(H?G-X3H{+0R=kJMO5fw~>%S>r$Q?PnOzIN>J;4MHnjZYMx=kpO;1p?f)G(-y0;Dv}7_e z73ML;b5QXpo0DeW?B%>os2)5IrrNMJ&!QJk%5~C8OV7#1!A2-oStsM?(!Lg6yz0&UJ{y1EY0N*c zuJ6+>sN=4~sENr#)-@g0UCiM30KHH&?>&_ckCXn35t29A?sZQ1>BNskUdPWy5CnbN zmFtVa5!3Pu*sG?2z+7wJdCegy4sYI2$~7VWH~hOXE%KyYm=X2Xt%v_zVG3i<`}9N9 zq!jwvSe@7kZODvf#YpDYlcKOSu)Mwtp}a#ij;>?Es{G6m+Y;*97?CpXA#e~@;;?3W z$56#dhzAs$%+dgEw?0y2pWB{90`wS!BP%$iKAIxC3Eviuj*7P`FVlFl7q)eKeRL9m z(kbVZ?QJo{rqh)Wr)a&4JUXfi)A|W|!Ss``buanlp-w5@2z0Cq#rGlMlB*ra zzhilA0EIF>Zn;~I2zsW{OA9SARBDn(wUCuu%%$cuXhPdCX{5Yskz%>nwvVWz0GZYv z8Bem0>qC0Nzg2OLmW3}LF!oW+)zn~2(?c@m9+Kfu>p&wZb*X4(sx^NlBg}*)5dKWv zfEX{&70Og@DvMH*&#~7`o4mp|S2N$@j+E_OnV!KX=A9N;$eU@Eu zUcSBXAcY}@dzM9q&0;C$5S;EK+o`;_^x&3T()m%RRBRkC^DiUhuFNO)wBEEbNMhK( z>gXOhHuM{}mfBp`f_J2t&60C~qQv-(wckef;K%gJXda4V)DkPxYweT$5~4}fK=ca6 zrFs`4a`s_8l_)CDm{P1%lp_sVbSI$`91UE6Qx?zap@X_|BsL~f$^GuxD=I@?HM=Tf z{P%E4?RTE-BXH!9Sr_MxAaCxKGmL1=;_j}%IY3ZuEN{@qdR;rkYsPWFH9B;r5Sb2< z)U%71cmZ)A7W}dPEw7|Oj&#@ZuHL~1(t9@zLh0qyO%uy!?OF>j%d#~!?aCp4qMg2y zMuq8^NK-Ii$EY-FT|QyEeSydldo3V!^)Y6;m#W&x^fqJyDi#BWfX z0qSt2#3Vbs8)7Y0fFrfLk;cdEU=VKhvuVoI*we4q5B$QFdSCFz{`#Vm;ch?a5Rb}6 zX4L9mE(v?|V9HUNyj(fJL$yXJ>;}nSrS#1qWA=h2kvY~BPJx8HA+GAXsgG8W>tM}a zs;VLRKpPpPM#pQvxb#3P-|T!2n8sGVZ8Q(nd*~CI1?mr z{PCHL1!kue*6XVv4Vc|`XHz3bbf_>uVL>g2L;U&e=Wkb8?9%%EL12F*p2yjaM-ZTY zk42iKw{d-%>)tP}cc+0)fdwC_2u7g!%mS%eW^I#$;H(m2uJm~Ssbw*OO-sx)qGG{`)`A6*7t1<$9 z;8ch&bh6d`hnDjb%y;NY;t%OW?{w!MmPhJNt4VUdDTCn3Bd6Hq8#yIsD#bV+(u-{w z2~Iy%<*=E2AlR-b8ieKHRsU<4X%{zGPFOZ^@Nt@2lde8DG%wu9Khz(a(O|G$UUHe6 zuWEf_T`oTqFVLogQ`F4`d6d2y$Jj#=`RfX{`$56EjZ5sY5@6%SM z-Y=e;F1G-SX~#9TK3jhbUW_gbX@$cwTD@;+)tucoW;K8NN!DL*4dyfLGci#iCLJ9A zm?~%&bl&43{(=-%pKas7aN6f;hd{rr!lVyxU{yn_SS5fq`&a{EWoJ&?O19dG*`c97 zE4N;K+JqpGE~midoZwSRk5H%Cd%vt|-BH&NX3$@epw?V(GGhWtq?$k`w(_h->7Nf3RlEMlIm1fPe@%=EeC zx{h`L*WpgA*v?_3SM8dEuvrtVdcMG_zQl*(3y~^rMoi>jo=-dDAZoi{pPvql8#`y! zwi~kq?r6~MOtmkxl;XyKG1oZh7rNTD?J|zt(u2YGK!@ez1~W}EhkCSfkW?~B|3gv1 z?ujV=T&|D@o~(1@B})U8T9%UZft?{>_7-q2v+1Fd;`Xl4e|ik5I3M#we_}GaIA4M% zyJ@I4?G6ss!^!PYLeu;7(7xm+ZN+CXj_zkn(Y{7)%dkgFG@Yz$t*E6{6uQzHJ(-w^ zoC)f(iL5;Nu`-xJoH4Qz3t@J#Wz>DbT_*diGRl^n#KH#g&Ey87+qpNE?bUBkMH>`+ zUx}q(Jjok zJ?4z!)Y(7A5<7Pr4-t3Kz5al^FfIlp8S!z9en3o=VHl_~y+5)p^ydJ?u130wn2D0k z$lL*I1ZH@R07!G60nFL3KKc`8cXrc0hG}76XgW?8)2J93jZ0Xoc3@m9tcgsqde!(e zL)9S7KI{2FB4L6C$6vRa@r>02Re_CcuNhASF)GRkEA`jL(Qvo>b4St(+rJ{WrHyEZ z{I{dZ-AatEM-f459=zJB+#}qq@H< zU|GRtQ28RS7h$n}53bw6peP+guV_W^ULVhj5iq%?RY!{-jO&VdC4_=5(gz)cZMBqQ z{?(`oLU9_yH-%OSOyt6Sx;>={RVulFz-)s2O6!X3)p3wfonKwPk_WD`+z*ByQmQ5XRyv|wJz~hHI!pujeAs-nT!PkXH;L5Vz zP;=c;Bgg?xitaB*8!{0aNii>~0YLXNlMnP>aMd{;M-qBwtq;|2xQ5$D;jqAA&DCge zf=m$55;(5SVr0iQ#8quo@|%6AOl; zKo~jDitE-Oh2Hf)HEvR4;cu%hl(b6t!pg3oFT%5U#sY(Z*FAZ_^&5uZ=~n=@0^t0zf164%p6VeP2Fsb z?Cp(=Dd;4P++1wz4IRk;jqyK$W;WJBdX7f;{Rp&Wc2i8 z|8UYahW{Nz$zIRa*2oZ_PDIbr!3dg8PDxmeR>aBDQeV&7`acRNnVLD^|J(nUBGmXQ zM)nT>rp9NYWngAt;b3HCp<$$D{XYu+!~a{ll$o;;{(lxl$8T?7`cJfWa;3nxu+?)k zbuiMycmCf)u+lQoGEzYE@cid){wD+Ve|42n`lmTQovgmOqN5cwoeVzfzo=&sGkXU| zd}a>j{}TX>&&0saivK^i|2_ltm4>$;Kuqd_^m(~aVM())h8BN>6sNGCsYA8 zt_C2dvp05W7!oB2jt3?ohzTl7guOz0Mq^P&579{gNB#ug5*gmNA9$M!7MMpUhJTMR zR4s_p6c#!q5ruCrK7u=@Ix*?icZTm8D8~RXo6iw#y8vFq)zR!INVo^QhbMnp!<8A% z33zdE7KYD=VMad6&G!~lKaX)YnUW4N2SH_bhYTMEUK=yU_a|^iUZ}>3&M?lBmC!uS zUxH904jDI=sv>en-VmY@s0T$HF;5GQradxviI@m8IuSgH3h|1cO+y%L9}_Me6^hho z^muM`)^`XI(F}=+B@`|d&RCpqE_UkF&k~a`K+ybfHXx}Hp7Rlx_j)X$;=B_>JA5Pt zY~5-|`^KlIEDynr9XFbcjBP0w?Oy$>3}bPG4q+BsS9MA(vz*5bI$I*cQDpaE?5*+9 zMI^9)HR8>b-eQ=DwBfbS@p20i-L}`wBl``QNFq}JNfu z2M#?Q;@~aRF;s4VIVd%Ja}+3GMl|5gP5Pk`A5M{@AnpF`M4g)xy##&9Rs+WSzBhr4 z`^}mWH*=9`H}NLB3(&Ot_n$)2@&2ef#E7Ik{fmw`^pR+Sdu1}&O4 z8E5B)WqE%Hr7krgI6AMnj)oxDc{*U2QRS>Yw%4@z3TD1CA7yfvACoqq7Rk0$-N|&i zB)@VeSHPFLYqU4P7S&HxkFxlj&OaWT_^s@{lKN$G$6pM#$7;bb1g`>>LS|!FzvX9} zlt+^(ZpznS!+^wNeF#yz{-h~4q(3awosOZ09>+6r`{dK)$>x*^ZY-yFpEp~H?l?$t z&9Uj2TZ6BR4R6S@t?-zACLqh^c@4nYx0!-@S{ z4}aylG2)>qD`m z%>$?nY8%N1%Ghs~HY@*>ycJU0-5xx;Xh|5Sb@T}CfVjZ=_cKIl_1R1)I?SHg^{{cOjjD0* zBGa;<`xK#o!ulzyajsly&p`!sfU;&WuyC&RHs@?OO($~2xlrKPg+me&Nqs}6H%=X6 zEK^K>ghD*SBn{P8BTV)e2*ZLE#iZ?K^gl4_Mj5Q%pioW#KaSw1<73vfO&`M zcK7gBD_={KYqyEcipADZl3l|c^C8yLWSGVlOr;pKVbswcQQv^GgW-AdOwcz8K|pEI z(iAc*)hR17M|o@)X}=NWi(X~MYY{V89VX#PNp$LdR{#x45vl?`I3{Yi<4~l+|2|8N zi*`P1WhqYV$pwz*S6sc!+OOA5^D3z2s-vQi2wTku z|GStS-NEhPOH6EfU<`M~S*h9X8`50Ahl}!*?$+T`XjNbq!(V;Me70sQW*8_4ie_(A zvR)6XYJa3b+^SY< zMPVpl6(;z%c8)JU%2wKO3TV~qGLT9eA-4i{G8*ZTQ>3>LoY9$fPeL&aNiZ$jAHFZR z4${RwF{4s5n5rz`wphQ}IrwM-v>k3`w5RF?tfNTz*M+)oSdyM%Lt0CsB~eE9)Ha3T zvo*nrTB=urZL31Y;x>h)`?w1|RhpZoc)2uc<2$IwvKvgX*L#CIXDTyW!(HL!#*Weo z!0r2dYV4!n241)4o1Y36wnDNq3_TRY8)_#6^BK;D5yyt%?8$|5*X0&=bm08>qrI)O zf5z}`SU#oBOFDpevRseJm9rgt`ILWTtg`zXsrYm(XI*{T9KWrc^b!14j3S#$y!nq=xI>HfC z>tmcJ8I^j{bc{XzTIs#ka(y-U14cQcO3ZY{SyE>#dQ@kk>izjkMuj^u7DwU=WQ3g^ zDo30mM?!;7^pTc#a?ga%Qo>z2_?8#*>*vx$izq}Dc+ABF$E95gG));jUy#_idPX#K zfVS#hdPSjU2y{Y+U;x!pSJ3@8Y0OdBC%(_7+`+GBT=?IGg#v;Vt9SN=No=gB^4Z9{M#&bhW=)iYT7!;%`^5-zcMDAdHHQV9P`Dw+BcQ>P^;!tSyo7 zd#|@#Q!o-|2CI8*i&IryP@TKcWe|zY8eqc38r92r~=B9_E@)E4J9%GZRq-F`Dc|kO*vr=cgvu- zrYojAqCD-EKWxQ<+c@T$(#7KvcT3_pduT75N;e_RoUm>)ZH< z8l2f#d&<+rof{3W)P=HGXIGi1?8I4f6pX?TICApz*Z+ef{@(;gO~J?*noiu>(8v{E zlOCU)O&gj{(ahcGUk{p266<~4upc4522BdAm#@==evN6 zTe~cq@hC#Azg{_Xe5a<~+hF56)OZ>gUfHUWp72&Hw$x b931uR9bNwsaA;-@dU_^k5)xrq5$OK`OEK9n literal 0 HcmV?d00001 diff --git a/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.tex b/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.tex new file mode 100644 index 0000000..c4b2d90 --- /dev/null +++ b/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.tex @@ -0,0 +1,70 @@ +\documentclass[a4paper,10pt]{article} +\usepackage{myXsim} + +\author{Benjamin Bertrand} +\title{Binomiale et echantillonnage - Cours} +\date{octobre 2020} + +\pagestyle{empty} + +\begin{document} + +\maketitle + +\section{Expérience et loi de Bernoulli} + +\subsection*{Définition} + +Une expérience aléatoire qui a deux issues possibles (que l'on nommera \textbf{succès} et \textbf{échec}) est appelé \textbf{expérience de Bernoulli}. + +En associant la valeur 1 à un succès et 0 à un échec. On peut modéliser cette expérience avec un variable aléatoire $X$ qui suit un \textbf{loi de Bernoulli} (notée $X \sim \mathcal{B}(p)$) résumée par le tableau suivant: + +\begin{center} + \begin{tabular}{|c|*{2}{C{2cm}|}} + \hline + Valeurs & 1 & 0 \\ + \hline + Probabilité & p & 1-p \\ + \hline + \end{tabular} +\end{center} + +où $p$ est la probabilité d'avoir un succès. + +\subsubsection*{Exemple} +Un passager qui a 9 chances sur 10 de se présenter à l'embarquement d'un avion. + +\afaire{Préciser ce qu'est le succès, l'échec, déterminer la valeur de $p$ et compléter le tableau} + +\subsection*{Propriétés} +Soit $X \sim \mathcal{B}$ alors +\begin{itemize} + \item L'espérance de $X$ est $E[X] = p$ + \item L'écart-type de $X$ est $\sigma = p(1-p)$ +\end{itemize} + +\subsubsection*{Démonstration} +\afaire{Démontrer la formule de l'espérance} + +\section{Loi binomiale} + +On a vu que pour simuler tout un vol, c'est à dire 53 passagers, il fallait répéter 53 fois la loi de Bernoulli vue dans l'exemple précédent. Les répétitions de loi de Bernoulli s'appellent \textbf{schéma de Bernoulli} et sont modéliser avec une loi \textbf{binomiale}. + +\subsection*{Définition} + +La \textbf{loi Binomiale de paramètre $n$ et $p$} notée $\mathcal{B}(n;p)$ est la loi de probabilité qui modélise la répétition indépendantes et identiques de $n$ situations modélisées par une loi de Bernoulli de paramètre $p$. + +\bigskip + +Ces situations peuvent être représenté par un arbre de probabilité où chaque étage correspond à une répétition. + +\subsubsection*{Exemple} + +Dans une classe de 20 élèves, Sarah ne veut pas être interrogée sur son travail. Le professeur interroge au hasard 3 élèves qu'il choisit de façon indépendantes et identiques. + +On note $X$ le nombre de fois que Sarah est interrogée. + +\afaire{Quelle loi suit $X$? Représenter la situation avec un arbre de probabilité} + + +\end{document} diff --git a/Complementaire/01_Binomiale_et_echantillonnage/index.rst b/Complementaire/01_Binomiale_et_echantillonnage/index.rst index 470f1f2..fbdfbae 100644 --- a/Complementaire/01_Binomiale_et_echantillonnage/index.rst +++ b/Complementaire/01_Binomiale_et_echantillonnage/index.rst @@ -13,8 +13,16 @@ Binomiale et echantillonnage Activité avec le tableur où l'on essaie de simuler une situation de suréservation d'un avion. +.. image:: ./1E_surreservation.pdf + :height: 200px + :alt: Simulation avec le tableur de la surréservation d'avions. + Bilan: définitions de loi de Bernoulli et de la loi binomiale (caractères pour modéliser et représentation par un arbre). +.. image:: ./1B_bernoulli_binomiale.pdf + :height: 200px + :alt: Cours sur la loi de bernoulli et la loi binomiale. + Étape 2: Étude de situations aléatoires et répétées =================================================== From ba13c1a63603295d64a4347ec87295df48da64b3 Mon Sep 17 00:00:00 2001 From: Bertrand Benjamin Date: Wed, 28 Oct 2020 11:50:12 +0100 Subject: [PATCH 3/4] =?UTF-8?q?Fix:=20exp=C3=A9rience=20->=20=C3=A9preuve?= =?UTF-8?q?=20et=20formule=20de=20l'=C3=A9cart-type?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../1B_bernoulli_binomiale.pdf | Bin 49459 -> 56629 bytes .../1B_bernoulli_binomiale.tex | 8 ++++---- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.pdf b/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.pdf index 4b5bc692db53e8d6bcbe7837e68b3836e6e06d46..e55d920b9e80ce653b6069590a6d8628e44e7a11 100644 GIT binary patch delta 20460 zcmY(|Q+JpR*RJ8%c4OPNZQHi3JB^(*ZrsMUZM(5;+ut+R81Kf~o7W$h8|Tpw4BpfZ zUMmR&!N$zYp4?YY3!EpcbE18B17Y1&2!r(7DZbqJiJaK^FtZZ{5#aT&`Atnap!EmZ zOPrtAeEu?p@_rpte_N3yI1?vFoVnQ!J}f1<-?Miw9x)9CQFkdUe@F(ygCzvB_SJ(w z6#H#;b^E^Vo^=55xhk=Rg{1G!>2qK#jBFZdk=X3-wNrve08>`=Hiw2@&64`BPQmu$ zqwceKh4m)`tpLv)yZ09p3Gc0h2$RRt0VU7`Q5i!J_#{-yk`fcvO-TLjH|NJgxR-Fi ze6L1XS~=ChQ>)#e7Az{*0^bG9uezb5qNT4qgO)LfoI>1YULB*BtHHLNE>R&$R;CCG zkqqX%C>6vI$gy^$PW2r5JZeSr0sLn9y!!Jq_M}0=Nq2qW)sywr3hOz{A~Dklb*f;8 zxq(LyU;u)L-J?Zk%%9}7+38|p$)mFp*+8h-p+Ku421Omt1gozWL8{eV?xPfT+gQHi zXyqX%2lQeRFDyWn%5fTnfem(v7-n+2@56{!J4FRpIe<-QZ?g3;Yf^3dCAEL}=e;{N z4$quu-S@+GJJST`ys!KE-Nf2a@B1DK{=>o@W9=N1$!!NWunvFHRg0+HW}y!Y|GN@o zpr3!MkJ*uZpqGk}a8>YEWc`r)Z2v1H4^AohEd)d2R6v)HIRiF+^PtA458T6}qo0RfF3VQw# zho_5%tNc(8;P2Rik-KJZ;s|h&J)&yuN*r~BO*ChdDNZeo{wN~Q3l+mOO$w_h(G(8@ z_5vrrQX+*jLfNHFvrrNJkeb-zz#bJNT&%e4GoKgxx*Mx^OC9oYsVw-lV03kWmsA#01h!POKJ^W0*5EUPD6R|ere~zT1?+4 zm?cw&A8zci*D;|YP2q60vc|bO-=_kf*1Hq07+8#K6WnS*C*tZ&_JfVb0K%sGWq!@@MHTva{m;J{bpdpDYfHfe#!W)d6_OM$L}BGOb3Y< z_Ou{A1^+^(OzS-emRhf2(fUwD4PCF_qvQ4x4aShl7!S8-Bv^`DXpj4sDIrv(B0hSu zpL+-OrI-}!a2;~46j!cs3z-*Cf&AF%cMNqlO$y01K!U2NZ3o`htrREerb>}R49*S${xR15le22-2q$3BWNLHla}r(6veBb1*1!(p2G8J+OS~Y}d=s4WXB4oxYV~1{Db91rA&yXS%`!`L%n)ZRW9;Bf^ z1s#{ug&+w`elw%3+v758y_JV}CtU~n+&jFuSz+{pcZZEds7^kZM9gK(ACGf7IX#Ix z6-T)v!3#(F#lrJ(>113FG8R1&3{3a@T@(*8pRS7iUdVs@qCTvTyOiaZY0%y-L=_}> z(u%e=>xG6h>?;cv5(@$#IgK-MUCz^QhLRoI>;tayBlXpZQZ;1zN&TcHpvh@c2Q=k1 z;EZ03z0&CR!u>*IT|3CJw8J_1G;uzc6`eptOK;uEd!p0XVEHR;{^pS z_lhVY+R3bpo~&8kY-Iiyt8h8EmvL7f6($7!REyY_g+^DbN8zFqlx1gQ^)Dh;1&wAS z(t-Po^B$xDl;kZS2(zairpQgg69w~||FvSl8afC%=S`?M7Kf$`%N}D+ktIw0eoXc= z&qlE}GQMBuCpyv^`G$&=6T=y_4EQ5I+j47Ce`ho_WE6fU%N7@nEr z{y+G}_I!E)^bxRMs`?O0fs;lExgR1tYZ|2X1NR-6zkGm|I6@Emb69GMjTH-eG-;AJ z3G>^CUTJ4zDrVMYIeZ)wv}z+DLPd+!r{OPepKX{MUuvad7zCHBj--$6Fi*e!s(!^7 zikm5!c#=@;lZ`COo5l9~j+1yb{Bp_hWML|bfghMC#4RSfo0{{<2t zVgMQ#m$P1|IG?xuQwwTHdRbx0G+hxiJ#tDAzX&eEj>{6U(MIOW{WX!c_*aC<=~R(z zj&d3%F-r+9cdPP`ablJX+K$@*{S#cgZ?pW)w3<5_H?e}oOxQK7TX5$C)hpnm_HV-l+WPvr+@_VxPX=Fv z&4K_Sh3@IHV__7=9^Y0(8vFB+g=J2_;tG9W`gR>u>itj5)hTk?Rqb`hCF?U^8Ht7C zSY?Y+DnH3NB5Q&R0u9Z4t+d`nLMkdvay&NWodSGme-|E)FxAjgOC5~^6mnA^{_GV0XIZe?>dnbe0n*aOmm0E&DR4t=#^-s^XSQsw2Zhe8otpU?^WbiCxg=L8&AH zgX|)x)4u!>tL;MmAX8&yhb0d5riy$ab$larDD^u&@|$oC0+behG#5{1UwgIhm!NRUurXP@@s)giZ6yn`Qq!<;v%)dSTR2*|TeA{#aPzSJZ?O?G|L-K`& zj012m$jFry1QTlPlWk8@PBZFx@bDnH4`@*U6&A9<(O%a0AEGimC^Y|rJ7^FDC^0H* zVkra)3tHJn60u`#zWe5`9|`<8lWkO2r33=Bf_-KP{B5{(qbxI%E=_WF7j^2J$SgfK5K z>U;;%X+kX(B=`?J`XPAjzyE?T3)La|9Xl*F2*vCk>hp2PEWA?C*(XiCGrR*9BD_n; zMUv~xM~&vJMqr#@4Lj=+(*F%+_XW8F`k{jaG6?;q)h;yGgVwjx6VitQ)4zy_@Eq1h z0P@6)O)V@Xk&Jv8vIiQp>)8`zjExKoD)6tsBe;RCZ-E51AVHOmo`d#sp@03J0S^vs z`@{djZ_L-Zt*oY6t0Zg7fxG%Wt$lm(6fi2@Z39~m79l79tKiahx1TMJaoi0cG!qB==` zwG0Po#Op^i2H2q3K`fEGUdcrLg1YiSFy_&5gT9nTgp|aIQF@V}L_qETATe{#^)zf} z{CNU$oUVvq??JUeoKB#@K!DG$M@x?ZW z{hlm}YyHEB(R=GutOpkMGcgPLdFrE)rw9f*NL3ALhQ)SHwZA1P0{X=g_xfB^gl$|RsNIINvF{0(WG_~h^szZ?W z^QXfmd2%wgK*Yt(hfH|huud{Tdno@eCBJn!!JhI-7y9R4r)XUZ^N~c0Z{jtV8{hqJ zbzd*Ocykvxm%Za@f z)n;dVAl~2D#xm0Kv7Fo^0N#2;4GYUb15uxrcozw?@q{VLn-Z64B~Og*wpXpASJou% zh9o7p)%#)myfZ!I&W%0oL=3@$6_X%P-^xuOHR8p7 z9oX%2*DsnI669!6O^x!G`M#Ss2j3?gSldZ)j88B}&BA1j5Uuw9f&R_QlJHj;Q>e<9 z$J9Fyq-J2B!s=7tk;bc!GwWG2)W1fzM_(xd z@Q}gBKV`r@fv8os_*q$1pb1Kxs-x%w>1NPSEo}dk#Utv-mX=H=?DZ@rO|l%pf{$xI zt8R;NgH@1or&8kr4B zo`Aj2m#GTt-}n8qwbD^Be-sSZh-+3q4KI)Dm6`?FSWBo7a?L>r#ukyA$tArC4JwOq zyz=77$PK&gW7ilp1JSe~-__f#evyAue|{dq+C1b-Kz&zvSbU<6aYel8!6ucN(}R=Z ze=^~+UyakUCX7n+a=Use{wfXD>qd(ncmxcY8QkT<#y7XPBPVzBO_Satf8->3Ea&kh zu^G#H8FNSL?)1g*@(sItX^jq{otN|eHVe47+-@I-RsYQ9TFVEGAn}SP&xY-OI?NGj zhv>&}xIRxMhNu+0-mJTuk4h5Ik7O(HCt@p{D(^O$inpN=y#9RZWD;$`U1vCb#{?WJ zraYl5ZLuTF6pXd;(g_!4x(jdg6gvIiXU*VOM?|c|mO+1r5Q#SlxjfzfjpvCW(x9$z z|#wxvHeMfq&TruL0)SEXN(+=~n z>)@0ckiBxUKM)oWMvSSr7oye9C;bGEiP2Q9F@FNygJF$+h$A`@yW*$ zOgRe7_K0e+z(WLNI&GV8&q+ozcUH;OD~x(EHX{|hznJ=`8dp3;b6$Hs#{hg}bbJ?^ zu5%ChpqZF`l^|KyoK(sq!wHnmCX2>-`C>{=h^dA=QHBMgi} z;vO#rq<;mKvR)gi!~xk7VgVQ*#ztmfUw)pZRYW4JE7)gp=ZV|qfWo4_G5;BKq=^uI z467Cm_D@;HrVaUT%uOB#src7}&xl&=J^wfc$*Y2pSX;!}ify-EGEHK9bF`~7npCdT z%dB-Ize1Pu_2ohbf4-|uVyl6|%STn*`&Qw#miCsHUCv)c{5giR8C?K((xATypK#s% zNmXoIIGB^;TH>DIN5t^_GMTM6MWZh<_7eD_ZuLYfg+Aj;IJbxswh|l=pz+T7l5zN=sA1Obejmq5WGYMoieD~ z)6hMZ`%e3fC?Zg+sCChk*O6J^Sj3*iqpUJ*n1S)-{cs+YWSauIW!LqN-shO%HBr*v zaU)S!-Sbh3I4ESSvUcX0F%GH1v_MMf^3pcctrbx@I+=Co9txOlvP>OS2MRSC=y|ZB z&iz;jy0a zT_WO1fS)5xO#-Ws(NMKhtKIUUpDXzTm)h98O0c2E-A=qAbA6(_lRqiAk<*){(7e(= z$6R9r!Zu`=)M{2|QtPyi(m50d*WeyCO(_0B`*+tEk5C2&9EbLwoV;*7>oAv+Upr1^ z7-(yduN|-r2uGa6yz$=O=)N#~U*n|i4ny%9a**DC<^iuzebvvOTC1hU=EGEi*DknF zG@b!6dG3}pzVxHwUD2iK`}16xyE55WQHIIw6SV*6#EsFf3)r1+aM4Nr@W;IkMlQi& zo1{jLM^*+}9)4P|Jafybbn|n?ZH|=-zkTS7QR6;Gni%PHE48;es+(%dS)uVW_c_?V zEtx*HF#t1QA#~pH6%=WV7UJUk1N_ZPwxz9A0=$zw!{II`UGy9d_~Ylw77eq0o)|Q} zJj}zr7z5l>J;NQ*Rr?xLv71VBWXE_9q>SqL#*5>;o^d>EUq=^w#Y)EHxchW$yUxG1 z^=RB;&BRHG#yyq$x*w;18s57aUnx78FszFg1pJ$c3#MXIGp4U_Re07@-Xg1~lEGwkacdNG5@t8lKm`!IXk8q%fW15zyLW}7w zFm}UGiew{7rG`{A|@+ZVCH~Cw3pJe~<5|*SNdm&Vjn>{hLke<0^5< zw;Fq6YKH< zuZ9zWM8^>ef(nD;=FO4fUB^|~x!J$Ekl(Q}mk%|`PGVi_hXMlIqxp#Msg>e-HC|hU zD^(YN^RhKir z+-A?vF9g+`o4&$k$6ex;7l+#G6n!_*3}Ko?*?P*ZN$5O@-39UJR|zn>!I5ke3zMjj zMv+`P#Y7HBtG$WnLHKL`9)R7DwOD)CZ!8NklS~y{5#pxxCBDO1zZTBr+=UwrUTDN} zp)$j87#?W_r>0HA_rlsuU(0T@)vzMr0c}*03!Kal`}j_Y8vPU^MYHF~^6idJE-X8w zrH6S;W$Gw^URZR5biGHx+``O2>b)OdID)BoBGRUf!}lQP_tXzpCO|%0fj@8W>6yO6 z8T?nijPC-(YS5_n)uR4Xi=_qfw$NQFcn+dN5(}s&H~yUDqZi|F{^LV6rXN4;ho{|d zgt}w|dfUHV=6*TS^>N^$O7oDBocfXOxCZt->XU<#>NJ6ji3v_RV&y<|TnA>FpTM)mDm_b#J}*k;dE5x0h_9($lt?0(^tls=2cB zqTca1qBdL}`PST0jF9sY&LfkF@;A=da2urH4qE|HIv%!*eLxv8KsD>`73CQJDjhTC zfiC6%L-C7_;qQIqAt#4}0l(LHhIw=Zl9{(Cx`?0Ngv1G3+6$BR8brhkJaSK9_Tf73 zM|?~`BmZz=bS?L7(OtRUWJ#{s>~s!4wW8uayY0VHn-PM|hrunjrhwK1kNgTlksJZD zyoj?uOQn}M$3S!U@7{5{-?m1e9XK}GS|$Y#4w5bNNG@>setZqs+q%qyq=&7At>#%v zoEZtpNw1y(_m%Dh=uUP@2^z5>rCV*#&jFjlnJPRN%geSDoM*^^M+syF8&@Q}^_&5G zeCY~4aFmbT+~^L*#gHB82JDWZz# z-#9YaXXUxeE9B5Ed`o?PQ@`K3fB6*VO$y1%Q#`csD_-#XV7Nl%-I7t65gthy;tUCm zWcqe94X$37-m^-;8%0nei)TA@O4cxrJ|znc`iy-8AFPM-k-Va}g3D4;@QaCt zobrD{6>>%k6g96*x2aA^>CIT*-a0YRDxDNKR@*0CZQzo(X@^!c)Ni%v_YBlEwWP{0 za2=1aBgFX-vP4Bk&f0m&qfb%yLR4(hPJqvw@{n^+DNd$aGfxbLuVB;yFb^5CC_`W^ zq&AOs+3_=(B9GE%P=0U8i#1cpQ(bqf;vmdi@bqYrPLtDyNKLi+84vqu)Z&nBPz~(Y zIrsp!Dcw2w^feQNa|B6SbGf`~h--tQa|m`toP9?f=xpFR(b2 ztW_(L8k(V<*NBQ#ha)sQ{v*ynds~Uc$zQZPn-99VkAAhu9v33PxF0oOPayiML=yqI zr_y8-i`H3;=W*moKvRCoA3YTpjZ5^Q{cO6B7TulAGA9qRHxj-7EiThpCjN(f!4QVc zyFwe1xAtOk7{^a1ay>Ix?K%#+FJQI~-J_gP^MW_UWm1aAdSC22&M%GjAu6b&4I+NQ zcJrPgB?`+xs!Fo$AV_zSJ#S zX}Nd{f}3@k@kRixl|>+d<;>&ivfm0a&drAx3%7B^xw&_CM&BXr*KRt;6s!M_;`)P1 zp}R&OTlbujv)^&|aC-X1?IjE^V2(aT-z?+F)A50*>F(lS98B-^p34_)B6~CUV1ejr z*t$7Y!PA-dpL-env$$YQX>VB-s zU(a|5r`q;ny2@CgpSUHI16~b~a5Tdy+>#3PZ!cvk<>Hh<>hYBG20b7AaYWo43$R%N z7>B_}lP(CXQc;;jE^?G?#;mETV`s|OqC0!Ig%u{rB7$9<9)j*(=73=`7}|U>LYjUR z#V^rmT>gF%zv%m5>p!d#x$H)*S?X)9Ck6^k zS7<#O>^H7s-e*pju80rveZqab^ zy5%f{K11@2Cu$LW3!o#vH60VGRS>81cE5Mnoo31ue|-GA=!z8p2{yJ~@+4QW^*nj6 zkk>}x#c5=g+j$J!wR5Qjfm%+%tMaQ~tX`_A#NXp0;5gudKnuig12lI_8LsZ{p^2Ui zD(t-w8g+phnZ#$l?ySd7g%}+#><6#n#PqWTd)7TPbdm`6K$9){i)#Ptmx!WzmXj+V z7wtG}3RWdzxKcf;>=Er-jFLmCjxDWkfXcSKd;A9S{{87joP_q=Ce=dtF^yu!TZ3Ia zFn8ddU^b#Xa`jU04e@6*r-!U^nKL5BC98T2*5ImQvS)yni?B6O>Sul||8o9N@c1?) z!!b}|=YzWl;G|>6&4cB&BcPjQh*tYNTlf(_OsAOBwUa8XhYZ?hRBywJJTkAiZg=w1 zX*c{Pu*19HN;_nmT^HcDwv7JUPrWW(rSX$L*)?(_ko&Q1JOk;K%*MZe{Ptmg9L;u2 zOzQ^2M9tSnuFzVA88+Fgt25+53LL%G%#+$yMZMGjxR*V*8)g-VlnbX5muZsW){fh7 z-|Gt+sTgtJa%x2a%rOcdkZNSMHVyB0N@a}~H8Rd2xJliW?dy<}*WO^>Pxwbz6i2aM z$r+In<_m%=EYu>PON%Z zMbVc808>96&4Q1vN?1$(%^cv8{pL?)aS^*l3w5l@`pDiY?Co+L_DumX+~)5DVkk}Y z50;uFdY`%>#$RB3JybQW?9WIl6! z5PM^K-49U{qk}KyVe>K!H~T%q`?I@z_woZ*oE#Biaw~PIK!-l}vNL^+l6PlvwqBf) zMvY9cfmJz6dc|VXNGwKjg^4qxBkv#H%^8#r3Pdxy?UtsW1SDNUPet^sRt!5f9*U=c z`+2k(=IL>CP~gB8@g7d8GNx~&#@=0f4`@NYWXe-ilK>H9cQ~P6(Rm2_jnWdje?!Hy zoYA#4h3)M^B;e?6CEoTH-Z%8#de5uMftOC1noz67Uu=Nl{h*y$XY)OTdOkSK*Z!qx z*wZ)u9_$M(Q_c`CT&d2HBVVk9Q`2hWIWE04DK%sV8_uk7_X9Qf*D=elFX1o~!Sjd2NPal?P0 zr?zGytdGbBUJL(G;8e7Ne#-tR#CynwmVBi}(?E|#L7W`tf!ScmnnjUpoPg1QsqIYw z`X7ZQpwqIjaj^Uk$o`WvE>@oZt^ZHXI5@cepPV_Qd1$9>zBStsssStK01B_kFyb!Fk}4Z+t|U zj9j|h8m=RxMi3uaTki%xsjvYaqXsskM=8hTChX`yNc8Q^PDAZUUt;|1_w-%^jxeet zb1Tp=n!~FD@eeI3dQ68@gp|Ki*pTo>D9kw&MtKPd)J?44 z;3EHpzTO$z31V^yi3aSWg%gD$b_Ps6lvfOuTE;FvmFtG70nRy;0i$T>9%FK10@=Jt zjMP9}m>5re{HO+_B@3~I4FlFxjDh0Xo&kXOat-Ds+q~)H7q-KJfNcz3>(9Ow0c1{n zI)r~3=X3l!a?)%OCp9({MkoB2)+?Ob6ZrkXCehX$&d2BbO|x9<9t*^W zE?2kLueD!(PxigvOY=cwCMeX2kJI?yE&sXr+^x}-&h^?CP)?s?9KYpt_SMph^0tf) zUjOyIp86{-o;k9yp=w{KBe;#Gw=;i9mzjJJ$=dAn1nQHo`q~~*g1bNakFGPT|j0u)cGDQJk*EfMuMCAJ=r=uVa8+iGz23rC^xf_(yUhu%}< zztuP=icB~b*k4iv8t`7-W<;^|XRgpHhA3VrO||O;;&C{yR_di;iMcm?HvgzMu8GHs zM~K98uoIUF#9!~e_Te?o0dR>Ah9{#D*u8k+d_#iocA%8!JHo-Z6dWMCWvbJ4Tecbxw4UYv|?x3Ud+7XW+ zSLK#FgW;_!9`(=LQ#a=Nux;vsQ>^~Sb9GiG-*vdHR74$QUPBWDu$VxZ6F7rjCc|l~ zxSV%xRNss_M98I)tFiLg8!%rxq7cb)#|o8xbgCvO8e7YGTG=f78~1dq%=1vnQA(BU zee3~l9lJ&d@eZ!?VLHwA??9RnxTj~NzPeJqC;5C!JEV;U!*EbCz1`*=dpc|-300Lz zU!|s_m@cdZUy)1>;Dk;M8|fKy*w=$~^t?Ls@-)PD43p*6aIm3wTDfUN*i&t7D6Xwu zdbmYKOwBz{adOJ<@M*uB(S)A_pW^*g9X0%u^p`NqT@w7BlpxOylGt1ZsX}xX72nWM z=Vc`||3-2=MM=zQ+%lFG9B*3oML(ppq)~U$?H072PRFYy;LE{TS4#GowJ}bOVzL)u zuSgcBMre2FG6~*LmUk;c#+FA%%`yy>!&S8-@t`6LR_X+7fISt*-`V8NTJaM<;R?2>8Cs`q%sMWaS^S@Z-w#JQ$gN#CNf2_J{R7!UE zT`R20QQM9TRA?%jxqXwffmPiyXi7>z5`&aP4CG0$YU3l2`WhU!Wf;k)Qs4KXAU(mCwlLQWTd+_8mu2FSqEh1k;UY| z4%bS-SyO0#c5|-QqX@S)>lN%AUd)|Y{8f>4u)JCVehm!qJiMBk-d-0ioI!9YyknVg zo0QIV`ce@HuBHys@5#J9mdqS&4EaN_WEzC$1yovX%M%IMr1j4wAPx1op?Th%dp^NX z4>RWqYT|XC)H`CiSB_eeUvA1dK@ym6&sw%x{jmQ%pE}t7+NGc;J-&qMlvNKgue9`$ ztJFga+zB)pew!RmjX6-pUh=`d9B~FeZQX;u$(RjAxKD%LysaADiRFud}ku8vE?<+EIa!@ zxqV$MGNZyDMVkpLh$UulmuB<=aa7XShs8093vW#7Z zqz*j?Zxr&~2vAh$UJdWhxjg#8$nxho8Q!9(3Hcsz>&$FiIU|JBJZ#&yfQ@Gbsu%^c zEbFN1&9<_LE-mubSIxd#HuP84E)z`yowBXC9`$+npA7DHn5EXr9)#cMd6^4f^3uLf zDLnO+kEE0T-pAshV|ZR861G;OdsxGO(xF1R0ZD1s-%?9SbL=vTGk=_?Rv(g*0*B5s zWJtU#5h8GEMvGk06zhxr>{&68)#MPZQ@xf&v5Ozxvs>=O;Vy~#r_*k zF!bL@Tty4u;V=7Y4RkkRfz3pp{R=hXhb%7iU(eMchLiotzh(dfa0e=4isKC8oG!Tvd;1D8Fe?W*(U#qiENZ=_t$s+b zTrqiv`39D=uxDRpo4;L)!8n0DJ#c4|tJW4l= z2~JPHe9{aGjj6KMXeQOg^hJG}tNr4SepF3fx9w>*$3ZiJ`=cHm?};kcxQ6*pqMs)LddwT@IzyU13fWI| zpax08w}IlaNr#q4_!Km%y3Cp--3OUv>Bwx#Ixh7YDJkB~lk3wnQko7t{Z*w?$HkVP zwrG#ldAjF4BOy3&KT`WK*3DqaKN)|GqI3nl6%YAuP$$PQ+TB<~4$-=C>e*{(t)tO#gzUBAocpZrISv)$ zVjzv`>@@SD(TmkLFa%Txetx;~i^J@qd1IeZLZafsMbR|9AD@uVpVLC?lr!j^?uZuG zlnsY1YH#6jtLM_hLuFojh;ackAJ%Q8otY%xuCA;LS?9F?IU#@IOj@?VcjNAZyNQ}C zGl~k@(w{KG_<=hzK{?8b(277c)&@1YB;Gx{IcP}T#)}3=JRIHf=A|wMSi!j;VQ>mK zf~YR1ihD082wj{<*23p9R(o5QqXVE(PxAAqoS$tjhgSc1;Y=)xxo@Hn9_dW57L;NT zY&~hWj8-iG0ywEDZN1W75g|iwVvM45L5~>iP$9PnheH8ApRY%@VV2(3jKm1pCg8pJ z&Mk-#uS910R_1qFxX!zqpxPrO!|-7Ox!ch0HczV2Pc4t5$Hbe=31z`fZm>(uH~+VU zaY!fC77Bmoy+!$ZIN@!ho0gY7Lwx^rO(9}DFfJJY!U@qD$BuyFNU-71>TuyWb;yS; zs@E;!?y6Re;TrZgj8Q8D0RlQ#*+&96PF)wDMis#Ygy3uBqd zx>VzOS!|By$-fxBI;nhYKNmb0lsHi}Z}0UQ8}3w(KxqQpMsO%k2?9VknnSd&bbluy zEfkppY*`q8x>pknnR<<5&K*9-77u+>GNxukFO;00SC*y^_TKQ9=#2hQ{2D@kBm(n} zm|5H+TNo%DqphNs4kK)TQjQ)93Ii8qu^w-C&eBAt9l9KWfRPhbwQiP1u&c;pI`d^C!ZqN8P57@k9kYUfUetvnkF0*(D<-5F6 zzWs%qc%5$>X0Ad*bl;|pP}6ee9457m%;^0-{DFc)C3FSlg?eV~lpDoAZcMksJv~%u zA!mkW6$^tJo8}!NAy&e$JL~Zt<-RjHDwHsnrT)3Vl|*&=7FZ)UYspSZ_QDn}>QKKA z;O*Yx$7DX8?2-|_q;Wn)5waPwGtg`KGd>M#MbMwF*GOv0yZC*&^DT2|Q{s!+wd8yt zlG&%6CEDR;U#8qUU{&V)A)hMmP}mCG8uRNWUkoLaFE&&a6$ydA`bevy!-9z));VZA zpKSb>sF$QH!AP}f$wKIFFD`3!wNSJQ6#P091xK0@?}{mhhEi!A(a&MDTq|sCI=s%; zDBns5 z33P+^NVBld-jx?jCHq56${xe`p{HS%RCHJ}VbjmFv?5>&BsdMPo^nItufF905S@#4 z7FVsc9vmw=Tpi5A6KR~`54XR|DBG&zQk<5skh6TT9x~>#IXW6UV#lH5Qz-`X2s0|F z^X5Yis6uojTWxZwMsw1)N5t)XaD2Z*ZMD+BI>P_$(G)C-2NVSW&szQd$kiVg^C}@} zF&ybo=xN2C=VV&0?RlBMQq9eQ^FLKS6)hQ?h0h99aCVwM%VggoGxp>OD?Z15zpFr# zLU?RrePA|ZE)#a8qW-YAJ8x*`+~>b1Sbiw8xvJJX{@}igfptncfYAC|DKP*dQd^Nz z0KIu9dr^OLNP9xIq)YDt4`)w3DSBseJuO?~33zJTn5MT>yO6%E-UM?1Oah}JK@#cS zY-%-+>(FnVx508!+wzk1`XBlem4whWnAKPVe@oU@;DhTfI_N;y>DkM$pgsSq8o*7v z*busxMP4()hX1g|rC)n|``$i{!&blevmcV{gFpyQ~)H&F{%s0IH4-rCBT~`z~vGd$t8<`$8s$e;M9Q*;;*XH=c^;usE_tXXFPS zF9iYf9N<|?M9ubN=bVUOZXKVO)V^X&1=27eYYHIN>-%WH#&3y(gg>N%z1fR1 zSCu{V`~7LlW#OxWQ2T0l-Y)yAQNXhRn))c95Z455$SzWzR)5Y>rj`jCXY&&W4ZHxB9P%SfaSvX(&|feXl1L=J zKFHEA+bOgZRmv=a$yNolmy7#MTaA(-<<409Y;NqF8O{5ba609Ts^eZPMdTqd4-$vE z#S+I+f@76eeD;!=NEgr&TfPiJ`K}B5WU0Gwh(7G&(^q|nliS?dTvA4@V|CetqrpVp z1RKoyFs%TcfWSaTEkEhThx9)*|EZEzQSQQH6E{C*(gFD0xJ%x~-_1QZ+j0Sm8h_x1 z=W20tiZ7rNe%vtU{qDi+`k9?+i#00F9IlrTK*YaQoLjKx5J0Oyf=UX6Vx>Cr*<0xx z-=C$M`p>69K)&slU?>HLkV%WzOSA1y46`jeVTuBD*a+$kZuFLf^Oo8=qy53SOH1Bc z)Mq8Hu_>++ZMejON8FFdp^>}+#(xo&S943N7y~{FFhSDX@*qOz37Q%%c8W2=mn5(q zb8oC9q7olr2Wn>BdJuwg2+`$-J$#~y&5NBw26P=1_YoZ`%`(03~Q@OV%FVkpY zT3!IF)qgSCirf^0Kz$Z zpT9;k(A(JDW^NcYY>~&(#gwOnyRX%_N^$Z{5cWcdCvHm#IcSJYP6ltN@_;ahB z2=}lmn9VZ&C$A5sBstWYW@C1(#b^R4i{DP~KFJlfg_-;?LkY}dsRu5)(3_l==M*Di z1rr@I4^|=EdIjYv1T@Z~m$~i_$6-ft^66F4Hr-zw{Kk(uq(va4 zP$Pvp20|K=32N3$7`x^_>_bvNcOiPC_{4#8AAS!5?_tqwOUd|whwJy)+J1EmmOT+k z*w1~QE56%FYP2GtU*-bhW4T&W2MzGVIxx&&0>&!TMvRz0V$c#xckWmLnz>`)Zucux z8kxM-IPQLbsDwS}Q=r9Fo)edXxBBOnCaF>Sq8Ql-Jdt51CEml=(S$jQvA@V40!U{L z$a3nX&+<-EbYy*^WkF3d$XQ9s1nM@8iY-a#aSeSC1E2NYHUNuqJjk1N z#yowHAv{}5$WP=fKzALJ*LBw|{8>uuk#l9jEgTm+Q|$~7O)ksIB%X!k;O}wk9+O7W zA6iRr0j68AlhuCA6l{CEX>!=8xi*?WRdE)F6QWc9Szor~?a{fw-{cm=2`(@A3L8nF z>L2;!RJQF_6-QIGQzzJZOF#~mmh5Tvt1)*Pn9ZbPJ)N0vWm%-K7GS(!!PDst7>0Y+ zg~jgOATlsyQW8jO1qZmvI+fpK{ zSbWr2Cc-4u1Kp|69^6rzD5YV@*eg(nF<}<8eB01SZJkj@52u$^f#PbW9A6 zV{$}E9!Sh!I|z{i9EXFFH!8k<pF6$~?}M1(;FqPR|buZsnVg27E&&vusatG46FzDWOiVts$28 z;JA!SY)xwsToh&g!q9Xi&JW6cjYen@R;{dKL?F)&R9nB=uT~g59JKOJtF#1iW)zx7aq4>@PVxRZ zLcjPOFsi-*_bNL+X|E3lsHF!wX6kO_`-A3u?Dj^P_8v(h-0!(G>O$1(^X@z$^w`FG& zc1sHT+%RLtyIv;H-6@D+26K(sH&FD=oG_dIv0nQ5rD_>l zlwLFqsGE4>Pm^#8{HQlE{c(2wC&<9_7X+>UqMK6zxyhKL=Y{fay54y`y23mO?kNAdg3G&Vz?R z%$b%HTKg=>FoRJ4SIBuqHQ{V)oGMkM3PONTG=j8*me3TWR{^CXy%``#uL)A5w?9&) zR|zFFsi7A^Ab@~Digct%@1Srw_uRGa!+AJw-^~7I%~~^0d-k3mfVSYt64Bfn`<7I3 zFHfup5voK3OmyHMBPc-0o|EocH!1jNFcS-mvmmb`#jSe=%h=I;rDJDnW1WDW9lUj^ zQoPrdb^n1;(53hgkA<11edl5mvS2=TL0u{ikkZ8KmF>VvW?p94+1_LnCV1Gl`w10& zi5QS}`FqdbSZOHZ7&5*fMn)6eOo@1^Zk~SDWF^ZF)H|jX505N4yIN(M%ki|PD>uzD zN_}94dmXd4WOdhY{{I@u+sed3w zDXi?|?%@d(hy4H7Dp3d&^1pBeQxCRACL|uySvVEn)MQ}~$*2j8VUvDa%mrbaUJNMbPSyoybjDTK|InW`@!``#?b{zqn6{ zVyA#19ik4;4;A_OFh99k%K8Nr{DUmyjt>YN70@fYn1dD3H6oxS_H{skDSSBrkHYT) zt$BA}Tj@_+%o14Nz5zrX!hTaQRU zDo$R9v5WIvn5dD%!K@`aQfh~k*3yXOCw3o8CO`yXPT2?Em+e2maFr!=lTp~JkqA+# zD^iV+@)Q^X7{RO{1zMDvS}Z6jwm*-4a5k*(MQyJznUY4ifUU|GW4|!thi#?z$0(BC zJO}Y@5Pm11bqsYWwxb36d~%71PkK>kO%|ve8Xx}IlC9WGOeIN#kdfy=u_6wLrWd2; z-yrci?qgP&y3h*x5s&F(wje)lHRZV6#kbzcMCWKKCvRSu%Q~YJPwFp<*(Dr=wa2sP zzV8@elZh{BtMoQ~<@X1V-3|H!L=~)eFRW#<8k65Xs{50)nf{kN&8^c9m3>XlqlXPe zhFM!wUM(zMuca*~yXlHuP&B1(`z$G(dDgP%N02KBB=2`6N)Or`{_ur1J2z=lyh+~) zc~b7cxju5PhiyfnRqB*i;W_7rLxo!-o)8(tdZ%%l-=&!uz-m7Mag(rlq3`xLr@cOI zJHZ-NvqqS^a&z|=2D?)+<2lOQG>#G#*`NFJY`1F%m0WcsQ`VUR$XH;*3@|cPD0-u@Jm#-4Z-`!bpC8 z33~pNBLU>GHC?3X$K)OUCP$fC=;!Fsp5e|pr;5n%aczeEpRIyRw7;>eUuo^%fiYTs zFOJm^CXjccm_;?|Tz2qOEa{j{O=XF6B;Kjn29;MD*ZB0B*OP^X3YNucwAsrt(>_hc zO7#gs>@dQW*HtVZy#;(xNcN3`WUGKx)r%H`>wlMad3NWOYo0TdWRi8muq5=^D?rnE zKxn2T8RRnbSutCfXQGujKPtraEDAT6hWhnGv>Jn=bl=`gKz0 zZ{0izIB@M-^WPrM_{Gj4L^qoFl;)quhF|bwT-4kJNrpDVot{BB_8HH6D$VyRBsSjd zR@w1FUwnAcN-mY)Pb?Ssfmj$j5f;1s)6y>J!4>{PRjGU479 zErPO!)?%3a#4wTmf{wfLu%#SwI8$Xngjv~63X;aco8VjE580NYMvhHF42pSk$P4s| zrYh9d))Sv@USf8n{b9mk@pEolc6&?{eI^Y7iPbL5XruD(*abqz%*T> zpvBs%x4L%Y{=nrs)ilevTG)~+? z#Ll+#{fjw5oFa25{0COb5>Q6OwNzK;v~DgqE@*_eTWY{No+1n30weA71BSbGinH(^ z$Ne?yro-4m(#(vKQoaDek8OBocX%D*^Kb1RDNWM9x*;O`Usy3i03eEjf@3Xq9o9RY zLbacmklqv8VZ(dbbnP3`{?5cn~QLAID=zj zq)+fjfumBY+gcDis!DFfO^x}f8nv!|w@}O6C#BsWfdzO`xaxw<7WpGGz|f6>6H*hX zDe};ZrQ~jfu4Y`75y`29@_Il`N*c^e9>2d5Q9W0!Ei^@p~A$`BpuYXdfI459fj z#ge-F3~E@-wo5cUDx)djCE+D;6rZX&P%>)2C!X21u)(TPhiC*;{np=UOVt_;B&+*2 z+-mZ{9KE=^GNQECoDMoG9dU-b?5!s|!3I(K3)bt1goSqG=~Qkm7I|u*rWv~hm-)yX zIq}B`8B&4rDoBoaB~U~ye-z~_v1-%Y_Yde~-cTzbNR;_po;wTL)!_HCEel`heeN45 z`v&SKhj2v&XD6T==PBWgv~!dCawIb7k`p`W3YERt?UnAXqx(;u`{`F7aMsd@siW!u<`}D*LC*#o-vl z_TA>==c`hGuS-iYH$=_2(36>x8IAFO zsnxIL^+i(h0r2eWaYeIBgzq5$@wi(~kk;3S*31VQ=#sbH3W@J{D!#UKRn1Crg5x#31q$eA$(SiQ?((6@P*V$C{ zSLI5f@{%`OOV;tG8SwtJliwvR=&G5mmXTeqB{BeS*jdYzE{rKzz7TLQz>kj*l=?XFhy*5O>0NQ%$DmOSw+Mjz#~wp zUj#p3U!LHau<(+d)!NJEOTY2qb0U`PK`dXg7|vOdUSxcv-bw1YAmzpUX|!~$H}Y&g z9+TgHx`oa-{Cup5ov;K%+&+()YcBUrmlZN#Y+9<7FO3xrQ=5C&v&BQ=+8lv!Mo>jc zqR8gA$C2Y(OxkPkiO3B{c7VJk5M}aSx#{bcOOnmX*U-JZhUJcZ^QNRCIk(=FY^yN! zmKaU|-o?Q=KhA_Lz-cf*qCbk)E4saD?@ycIJV4Pzs?tFVspEriScqhzYhgYdo!xZS zW)`fuLGRvNng+l+G7cujvh&ZtTeGwK_r2=0%p-z&|Mo;7c2Z31Zy8AIs8gmL+wVm? zJ!*(OZPWT5i5)qoJ$%u8kJ{c($p#kHGsXp*XCHI+*;gU<7leC={g7-Y-{ex?Q6{Y| zQM-xEGG79H0of6w0Fz+S>Lafqw3#2co$2|4&^nLpdt;TXTzZE;ytsR@M+qUS7=s4r z>AvZnUSc4W7F2xT@F)v zWP?=1HEtwqmA7QCn|#n`a%sXf7zbJzdC=U~SMq zjLWHkN0DHoNNCG!iG9Mw+pG0->Gg=+k2crooUMrXa2w=)d!G|3H&ku|X|MwBNLx_M z&U^eBtlXBa6{Xre-A3KJBDWfieA{mn7GF$He^1w!lOlx7@~w(}px%liq*;z%zMB7| z(BHrv8{@lR0rveCKiOty^q#|r6mNSQygy-xjKrSF{^m{?2zv3KnG;L|C;~(zzwH2^ zU|@4fVSOimJ0R?~x6Tk~3I;-e|C-Z7AUuIk=&ezYQdrH^9sz{H{%@cNG?h^hSAH(4 z42Fs-Jy(P%fMF6)F;TFjh_a%*1WZ9m5h4ft@0QzLDF4mD07Af$$#g_~D5epZwt^K) z_>zZ^8~YOX<7jSv95D@4r-{gv!PL}dP1$)a1YFf;G@WU*!QqVAGnDbuxn3Owr5q`4 z%G@8Tf#_Zo@@$JX?EG?EUX?IOiquG8S6 zCdo)}mNj`#dOwA-NHm1sDBWWwrsDw``s{ARbdQ|>CmR5Rqa|~4x&ni!qt$&EfEAsF zQ9q@3b+kDC@~y}G{ME*L%q?30iH&l-*aXd-%vyM|eS!ACgxsR!s{ULHqUJX_V;Z>R WlBv1?)Z!9g2?*uGhe|ril>Y;5RKlVF delta 13303 zcmajFQ*bT}%r&}e+ug-e+qP}nwzZ3=-L-9d*S2ljw(a(R|M|{$ZqCJ-$;C=0GnwQn z$y!bAU=4r4YQ-VJnYq|m5{=pgNFu62Us zNVqzQ&~aoV^`&P!H$+~PiOeG`Yw!`il*|F9`qSAb;&b~dLXjF8uHU4x>Z<5Tlx5hw z()3A`&y1P5ULWV@Lmw4{-!L^O( z`2@x+!q2LxfmPUkiKau%Wh*L~QZXfIJiMoU#6|@Niu!o8>aPSAb6U%4>D?)#DFw0m zGRfk$<^q%`#mIHaJPa`x;8fc)9@52tGF?b!*AZTDA604iFFa9lI=Ichx=zLs$;hHf z1Oz(O*u}1Q_ZQdNl+6yAeqD=^>4zQpPYl1aJm)Sy_Ez1hhK}PIm8p*66a`6Os*s0f zFmKt4I~|a&W;&Z5v;4aJq1f=wR~=52P*PlK+5 zpz{pyB)IS-dxpH#bbW#p_=JYJ)&)2+ErFQV5|mm}nq~9&>ckf_Q|}H~kwRJY_?zYHXXtR5@ri)`^#$2fcz}|nUy7bqA4KV#3e|DBR z@UJJcpf8BBL~$mp6mXQ)nUlAG%+#7xi0=?J>68cxI1oxrP(SXMEW^YyQ1}?HaSBq% zfmKP1K~>K|&w*$uN30_mPubc*2%~U`Ob_sa5onS|$(G|oa6QdYskp?AVRa{r3G<`1 z<{pTmDC5T1K-vLwP!c?`c1PI8teBB1i&cc1^Df|-4r}>jNf|fS>FDF@K`q zNO^+f1tK~)6}4T_$89|3@3c>d{iI(W-yJ&bZZd6k=cf@K$gj!(TyTeHuN(o zXK;D%P#HSK)NUoKDflt4H(iONcUIh|v_1V-OK-Qrt|}-?FE4mw1k224PwyiFDc6(S zM$x}=hTpESZ zK;hL9h+w5izYSerBzI1tBA`H;jR!CXERNV*+}Vek6l&UIC~|LCMO|7=OZ&>Ljx}YO$a0?730FFc!{x+fvd*D z5YJ4rVHY@JF|!r1Q{mq5U~)Gs5SsxwVae#gq6)_DuCnZZfaooDB1qdD2q#Y}A$s}0 zzH%r3{wivycXtPHBBk6F`+MG%I|?0) z$!V8$7%fL-1n5&i>h`A_!zyFpGcvMlB<ao_bEG@~OFCUtqJO zX2}yNou2Sfku2J`MS|t9Dh3EUpiHOb-L@7+@obf{WDq(zGpR2tTPc-f1r$r}TNlmV zOi(lqST&F+{(6HK=z3cX!5f0cBn(cnp|^+#5Ik3p1;`EQ5|B`(bzlO2B)p;muv}6` zUgx|B4kQXGtEAL$#^-s56AY&xumyN0Oo)Fe5iswCGh+&{&zO*NvwW~vGJ{Xur-hHZ zkk61g(bwq`ut>c+6BJIAN|}vh#E~+L!z;lGtR2 zrh-WxZsF5wSjN_<>^rzV&HWbsrSBeCv9N1rTXlLHdePYaO#jJA9MzHUeZ8|xshsDw zhk2&h*mrpBY5~%dBq*vW8UtN$_4&|z-QF$+urE|wpdY(1=F|sHU7Z5mMzP!t5Zn#q z7JbFKoqSYYOe~uo9_3~IudRlMO+tn_rQxDfsnPAsxCDJag8i96*r7!Y-^17On)x}qxTrY z`*I5(!eJ`mU=V@#mbI(fRilKJlyA(rQJTL8&Zlt3b-|CpE(tcxm4`Tj%+)l%?~(Rl=P0$f@D4HnqjA=qW{`5 z=?7Cz*~6#PVL%RPDy&jwD4_74<+YQIsHe8h?xN*KlkbxpdO$gHA?;hNZ`-Z0eU%I^ zuboYbRbr)0nm%Uc-oe zfomS%05)2AGd>5*-IBz>hB9jFGvAAzefPVWb!_(^^XbM#1J6nOYysZctMcS~vA9Kp$tGPQBNE3(z~Cq$DqT91KVx z0|VY>!-2>3lop_IsKFcOhWssTr|a;RCNEqF=L79}OkR+mxI~RP1rv7$D7Ya(mwIk6 zORjH*-iELsd+k`lrqAf2IJqXcp@GLD7xNFEsP9E9-VPAhqP7Fy)FnUEB{LCL53ED1 zs&3U(f6CGjZN3kU->2r(F*J!b0Je3lKn8v0HGlH+#qx<9%i4RDkT)cx=c|M}T|k!h zlcxx>gr7Wa4cyc865{7oY5q$)V^1vYinku&NG8C7X0d(YmL;+NchEBOmvP4@t%mzCbcl^XsISeWm7Is($Su=YJS4(C98#@Qn z|9UI{#{Y!?c2+LtM51_Vpcn7r)%VYpDJ@1msR_*>?QbN$M zj$D0BJQ)v4y@kO9{n`uJPTP#{bhe9M&&Vgs%*%bd{>n!?f9^EMgFq6h%xj!XOaMYj&_^pMkOTt)fxg&7I%}y@~&>WD3u(x%6=_z?p2rnQWhB{?{#t8le z5iA-Mph$#`4jmW)M)=*5m4k4;;|>63Ea_b_39jx`qvY5Ff1IwLZr*Ocy`O!0f0pO_ zb`{+v0XM;1-wxps6u4guFP&I+KLTp(^puS^!RoNr z2AZT$*m0=vS&_XC)JX9*;wMIee?9alipbQop8{MW5=q$&H1h+2 zj;}w`ME~{w(@<1jfe#tr?Dh*bJOae7R`a)kHT0f;u&7wTw;~`S?+{G%9eEitP?w2Q z7;bh7?FCt~m17ZzpeYLvt^P^#$Po_KcPl^&0#5TqgpFMJi4>0Z-uO)f1C3nyg4731 z%?=F9GyVvLrgr~{qa?Bj6+&bG$%RH2juX}uq(lZreFpA>TlK@+^5QWhL4))?V@Zob zhqcFHLjJ|42M~RgYKbNZb_b2z6@Up}8VmH1yn~{$@7_bf#A3e+Gb9;eJxF9LMmlvF z5=z&eyMw^!*J8!h){a1sMq$5Ls0IZ)Zl}Rn^;7cx0QUa+`_cpY!fpsjg7{vE>VO_U zD__96he2bQn+PDEV^H6B=#^5?? zs^kyjD_tp%BD?bvJpHf#l!AvHB9$Z>G=Q*2SsL7#%tBdo7N7}*r0K)sHe*+IC*Yv( z)#G?SkF)pa+KaZ9tqydT5srrI|CnF*yJ&y{qa(Dt-A#;1?FH1n9p$Havrd8c(<5xi z2vRc*l+u_mFh;luwcNpr?ZiXM!F>)-=bHo@_k2C5tE%cT2?8E4;op|OXV3uRz6$1g zdc|%Fn{s-|a@zKo9r;#UP6|7Gl$;s&1h@)|+T~zvoYY_b9vd&es-i!dvX@U6Z-{UN zwHC6dF)czk{ad$KggX2y0`a*>%U^Kx#{&UY;r8loP&WeuT@Lp}98RY1v~Z-TiBx^1 zvAq%E<6@Vo{9L{GrR8gluSF!y(SAS+bTNOceg0yYw6jYQ46Rc84C=lUd9?ECBRrTQ|zz#5@{Dl|)b=E&RH9KiH2SPEph0vC|Ek zsh6-Qf{D^S?I!uzdAm~O-5%lA{E4vK*A-#zDD#m*6_;aU86g)p?^HXZJY1+ zP7Y5viwv!Ic3tO{k879@BN{N(m$$MNOC_~PQW4ox^nVKi2E7A42Z2>lk z4nAz&j`{3SB+3HOVW%vmlraLnIL|qN3yQVl4}^K*CgJwnIk&a2YGgj#!YV^c71`3? zl?A^Y$vas#{pQy6-&ZKN$49O{83D3e9KQh@hG%!G^Jm^azJvWCg*Cumqp0H70;Al= zb0VtOzS*8F^|d2SAQZ-J*qoPVgxAb#!!y$LG`}ru(C_v9N;l?e4OhfU_GvJ>TsjY3 zUtV5)8Q0L02Cdf5ex>5sHaEtAcCTC1 z+&JJ=xm)T2e22_T9)^HU#)qiA?^^v;O_vSt^LL;RV@Zz_#NF)<7i(D_kfPmVnHCO7 zR9H1}X%M-|^dTrsbkqWSb_H<*S<3Ld+?-_EgOu^SP124Oz<;uE1-ia>#U>%P<-XC6 z@LtBoQ(yEcd!p%Bs2go%$vgAg1SP2>kC}7x%3YjluV-ox$9X_!as8^Op^dJu_0-xZ zRX-DcCU;B_TiuzxZJen+(&0i|6U2!C2sQ6X3dMPd94t0bKtdcuRS2uj{`1`;qs~3V zbXm&6>ViI2Y2UWVoy!J5?O=Z(jn3K}#D;R}2n?p0;;l)-2(#Nmz00$*+Ryqb&U#&QV z8C0TKFO99=y7JlowI5xqr;Ju@$U6?;i0@M%5$B&5Ws_! zMli=~3zC6rSQ{FYtXBJQ8fyi3d@4|CFUH55`R8e2oSzK(>C!$0LcIX*>#(7;KFV`&+O65~jt zm~O<|w13XxQa049C7)pY;#cdX%drAp!2=*yQh2bz1HXu?@uPJTsH=_ymw4r?GK3%% z_JR3mVzQO`s&spCx$p`n~;M-i$M8)&gP+jW5(Ow^-4PG0N?m6Qu$U zDXOqrq|%;|8o)I_l?LdG+Kp#3HxA&~!`M`e#DrFBzJJ&Q*oWj35>i+v$&y$n(DSfH z(db?))R6e^U(I8#zPOZ@c{%9?av5BgLm=*$E5nO%_|dQO6#|Ok4ce|8!_FubiO?4+d7TUcCrs<*6`q-ot?Q$q3e8( zy8k|KJC)vdvA;6+=dGWR77+GVuge7L=icpY1g$uHh8K|*_Nh4B>A4lJ5bCvU#Od*4 zZ5OlVvto4d*SGMkCLD8;VXk{0$bdy^l0KU|x%vrMaQ(+2Y^NxpDz~e;766if?>@Pj-&W^eiM;ZM9n^<%Ct z{JGrGIi;u{pnzC35ITV`fp4 z8xsy{{8Gn!vxu^AwKEZR7vsJu>v^p_oUDEhp-S!Q3UKH3k+#y|a>?@P!?IN*K%hvR3Sgm)!-`JYp5< zyua9!)M;GJTS5NdDF9rdjlqN0!kld5Ie8L&leJo4Pm$ZRDj5s1mw}aC`B)^q8hC+Z$S0V|qA6k)Wx8BYYZdskV ze>b^wCM`+FJ$>fXQ6o`T880K!mKik99PV5zf zC%n%i692tXYO8?iB2n@GSKkdm`{1H2_f$j=ZnFd2{^11?Q0PU6F$pU!9lkF6$+FL& zl+T6Z*0LRYGj+3&&eOPu=c2dmx((;H=VV!ba;3Zd7s#ESEfM{7-T**8n+c4*nj5!j zdJ(qR8+N^nr`xEKF-o^X|`S%9$!8Yq#=0~{Vs;NA|*Sn_=MYcBHBJLr2 zrS$}Ok9}QkV}_%E5{MR(rGJ5mF#ML{UWZ*%&c;fM-prz-wqT=C+*i7tEh0eEBz@QZ zd|ZVk3Yo?@q_YPFvcpYqQ%;X8)*{EBDTw6cQ7aJdQK+^V4Zk330V}Cqgn_Uww@Gw^ zNl)zqkxd(mwgE3?#e+6^aHUc(c!Z-gBJd3KsPt*p?(Tm*zy2&1euRQa5NZ&w_hJpy z?775lsLG6A#YU`OJHcau;3V`>ROH6`2hI|cT~F1(P)BdYG1VCIe!I!0J%@x(#$`{p zISyUOuQI4uuLVa3^mO}vj`TO=OxJZpqR6_OZ=>rxo=P#v{jHoJ6?&b>R}ElVAU^}T z$7QfJR^kvn01l!xX_Ni^ZlM~b0o#`~wuuJ!>FblUAfJz=Gz5@UUrIaQ# ztR3-3O0H>;SyHg%ioTj@E}DAxZ|R%sm}+HIEZZV+ZTmYeiYIbWtDv6k)(c?mZO|$5 zyQ}D=Xc4=3*PiBL9+A#sR+oIh(wm5=ow-qXY)ja|u~C=KML6-Aa_nZAcZL^(1u>yS z95q!gF=gF2;k zvjRSOqF%konz=AD-lanap9*kavt3s~A@^r^26?xx_Q4=Tw*ho2`&7Zq?uKbMXfL5Gom8G3QH$B&cUeyxP1fQqof{ zFTL|nC7iY~hrxjTre;5yd2t=IW~W!MZLI$!f+`eNU&{$D!$M$%0qYq~?(Uv;gb?-+ zL2S(b15dds8dLDJn~vZ~x+Rdl=}ZlcWh&IKyx3__fFF+z9&j{koO73hzyueinn z+^*k(QNHeaI9Pce{e2%7klSOFc!5o)r!$+NBsv`!kxzuJ^1IE&%zmNI^J%!z^PP3q zb>Qs_o-~fR)Vt%YmS`hCQSI@HZ!E>2wrHc?TFmVG?gsUNZxJYcid&ud<_wn1Ov!sC z;T2bvO-uCzi^e-Yr&i*19w-ahP?MGxjrNXQuvT@bu!lMH_yHygTJ!-%0wF$;eD@RnMF&UNC`HfqCqE@b<5hBxhrDGc zIeYkt$T%7;hzfY2r`!i$J(%y$wln7aS`B;T?I~>(_*jF-&F;=}tRP2dw}JT&mh~|t zrfw{0n0|D%UUgW}rJ|K_BXb`CuO1;9Yny>f!cLq z-V} zIvDmert;+m>Z2yd{`^(Tl-mb50EW@0SS{s2(a%u3#hCbI>1Z-_q@_=i4iX5tRi>bK)G0?L zaVH^R

) z{W}i3W65;h>tM&7^{P=F@yNhJvGT-*s*N6kaS8Qi@zN~&E$oL&<6;kN@lfac_*_A= zF;@ihLS;=67}@38Ma;qvrzh>~gn?gvR-di3&On87+JN}G4BosJKQM2LH6T>HC2TiR z)Zo};!Y+Fy;qoQFY|nrtoJHCM6crNczM!%~c<##vCak?7i)LI!`=Z@MX?q1W?HEmQ zn-6iES}uQoSF*Y;!EDUIdmLd|&TXvZh_#E?9Q^dfq}>QYA3TFyAb}s+5=jk$G9Lq~iGCY?;+^ zeoD35CDnkT1+IY(psc}^ox`>a%#>jvz2o?(Zkd5|e)hJ{!MnZ|ITzsP=}VV(4%pVP z25H=BB3PqAP;e}yPW4jAvtsEbtrq&hXeol-+DW72#_!NXuc^mbp@EKnkl3DHXH@33 z+t!C1`}DQ9_jj|TCSzwtVOcB9+oC{VXBe>#YCOqbOqu7kyWY@rER&~#LZE<&sjLX@?sgx1Ckux zn6P+k{RZu;MD6_f(}v@}@qa>3NZ@u^Wgp8MSkn~FGFiQ1}3`yf?|08cg9Pc8F3i_e&pai zN8DShJ$$lo0)rh_y`4OR9U`f%!0WzNuo0QGRCLx{NjjT8Z8rDsmA;gpLJK)^avU&7 zw7MW;MIs8%nu*7&jmhjTe-PL0pu~Sg;Od8ll8Ikj+uE7? z&?l|E#MO3DSexq`HJ1ftyn>&^y8ru&b#&5qaB}+v_K-|$?5r%1#Kgj~B9Q+BIoSG} literal 0 HcmV?d00001 diff --git a/Complementaire/01_Binomiale_et_echantillonnage/2E_modelisation.tex b/Complementaire/01_Binomiale_et_echantillonnage/2E_modelisation.tex new file mode 100644 index 0000000..d5260aa --- /dev/null +++ b/Complementaire/01_Binomiale_et_echantillonnage/2E_modelisation.tex @@ -0,0 +1,18 @@ +\documentclass[a4paper,10pt]{article} +\usepackage{myXsim} + +\author{Benjamin Bertrand} +\title{Modélisation avec la loi binomiale} +\date{octobre 2020} + +\DeclareExerciseCollection{banque} +\xsimsetup{ + step=2, +} + +\begin{document} + +\input{exercises.tex} +\printcollection{banque} + +\end{document} diff --git a/Complementaire/01_Binomiale_et_echantillonnage/exercises.tex b/Complementaire/01_Binomiale_et_echantillonnage/exercises.tex index eb78fa2..9a1dfc3 100644 --- a/Complementaire/01_Binomiale_et_echantillonnage/exercises.tex +++ b/Complementaire/01_Binomiale_et_echantillonnage/exercises.tex @@ -1,5 +1,5 @@ \collectexercises{banque} -\begin{exercise}[subtitle={Surréservation}, step={1}, origin={Création}, topics={Binomiale et echantillonnage}, tags={Probabilité, Échantillonnage, Binomiale}] +\begin{exercise}[subtitle={Surréservation}, step={1}, origin={Création}, topics={Binomiale et echantillonnage}, tags={Probabilité, Binomiale, Simulation}] Pour obtenir un taux de remplissage convenable, les compagnies aériennes vendent régulièrement plus de place que n'en comporte l'avion car il arrive que des personnes ne se présentent pas au décollage. Si un passagers a réservé mais qu'il n'y a plus de place dans l'avion, il faudra par contre le dédommager. C'est pour cela qu'il faut évaluer le risque de surréservation. On considère une ligne aérienne entre deux villes pour laquelle: @@ -61,4 +61,71 @@ \end{enumerate} \end{exercise} +\begin{exercise}[subtitle={Modélisation}, step={2}, origin={Création}, topics={Binomiale et echantillonnage}, tags={Probabilité, Binomiale}] + Dans chacune des situations suivantes, dessiner l'arbre de probabilité qui décrit la situation puis expliquer si oui ou non elle peut être modélisé par une loi binomiale en précisant les paramètres. + \begin{enumerate} + \item Dans mon jardin j'ai planté 3 fraisiers suffisamment éloignés pour qu'ils ne se gênent pas. D'expérience, ils donnent des fruits dans 90\% des cas. Je m'intéresse au nombre de fraisier qui donneront des fruits. + \item Bob mange à la cantine 3 fois par semaine. À chaque fois, il se demande s'il prend un dessert plutôt qu'un fromage ce qu'il fait 2 fois sur 3. On s'intéresse au nombre de fois où il a mangé du dessert en une semaine. + \item Dans un sachet, il reste 6 bonbons: 2 à la fraise et 4 au réglisse. J'en choisi 4 au hasard et je les mange. Je m'intéresse au nombre de bonbon à la fraise que j'ai mangé. + \item Je joue avec un dé à 6 faces. J'ai le droit à un maximum de 4 lancers. J'arrête de lancer dès que j'ai obtenu un 6. Je compte le nombre de lancer que je fais. + \end{enumerate} +\end{exercise} + +\begin{exercise}[subtitle={Création}, step={2}, origin={Création}, topics={Binomiale et echantillonnage}, tags={Probabilité, Binomiale}] + Proposer une expérience aléatoire qui pourrait être modélisée avec une loi binomiale. Vous détaillerez ensuite les paramètres et justifierez la modélisation. +\end{exercise} + +\begin{exercise}[subtitle={Jeux}, step={2}, origin={Création}, topics={Binomiale et echantillonnage}, tags={Probabilité, Binomiale}] + Bob joue à un jeu où il estime qu'il a 70\% de chance de gagner une partie. Entre 2 parties, il prend le temps de se reposer pour que la précédente partie n'influence pas la suivante. + + On note $V$ l'évènement "Bob gagne la partie". + + Bob fait 2 parties et on note $X$ la variable aléatoire qui compte le nombre de victoire. + \begin{enumerate} + \item Faire un arbre qui modélise la situation. + \item Déterminer la probabilité que Bob gagne une seule partie. + \item Avec quelle loi peut-on modéliser la variable aléatoire $X$? Préciser les paramètres. + \item Démontrer que l'espérance de $X$ est de 1,4. + \item Si Bob joue tous les jours deux parties, combien en moyenne peut-il espérer en gagner quotidiennement? + \end{enumerate} +\end{exercise} + +\begin{exercise}[subtitle={Repas}] + Bob adore manger des légumes. Chaque jour, il choisit au hasard un fruit dans une panière quotidiennement remplie par ses parents contenant 7 bananes, 5 pommes et 2 kiwi. + + Ses parents veulent essayer de prévoir la consommation en banane de Bob sur 3 jours. + + On note donc $X$ le nombre bananes mangées par Bob sur 3 jours et $B$ l'évènement "Bob mange une banane". + \begin{enumerate} + \item Faire un arbre qui modélise la situation. + \item Déterminer la probabilité que Bob gagne deux bananes. + \item Avec quelle loi peut-on modéliser la variable aléatoire $X$? Préciser les paramètres. + \item Calculer l'espérance de $X$. Interpréter le résultat. + \end{enumerate} +\end{exercise} + +\begin{exercise}[subtitle={Auto-école}] + Dans une auto-école, à chaque session 75\% des candidats réussissent à avoir leur code. + + \begin{enumerate} + \item On interroge au hasard 4 candidats d'une session pour savoir s'ils ont eu leur code. On note $X$ variable aléatoire qui compte le nombre de réponse positive. + \begin{enumerate} + \item Avec quelle loi peut-on modéliser la variable aléatoire $X$? Préciser les paramètres. + \item Calculer les probabilités suivantes + \[ + P(X = 1) \qquad \qquad + P(X = 4) \qquad \qquad + P(X \leq 1) + \] + \item Quelle est la probabilité qu'au moins un candidat ait répondu positivement. + \item En moyenne combien de réponses positives peut-on espérer avoir? + \end{enumerate} + \item Cette fois-ci, on choisit un candidat et on note $Y$ le nombre de sessions qu'il a du passer avant d'avoir code. + \begin{enumerate} + \item Faire un arbre pour représenter la situtation. + \item Peut-on modéliser $Y$ avec une loi binomiale? Si oui, préciser les paramètres. + \end{enumerate} + \end{enumerate} +\end{exercise} + \collectexercisesstop{banque} diff --git a/Complementaire/01_Binomiale_et_echantillonnage/index.rst b/Complementaire/01_Binomiale_et_echantillonnage/index.rst index fbdfbae..d55c6e8 100644 --- a/Complementaire/01_Binomiale_et_echantillonnage/index.rst +++ b/Complementaire/01_Binomiale_et_echantillonnage/index.rst @@ -28,6 +28,10 @@ Bilan: définitions de loi de Bernoulli et de la loi binomiale (caractères pour Plusieurs situations pouvant être modélisées ou pas par une loi binomiale où l'on demande sur des petits arbres de calculer des probabilités. +.. image:: ./2E_modelisation.pdf + :height: 200px + :alt: Éxercices de modélisation avec la loi binomiale. + Cours: formule de calcul de probabilité pour la loi binomiale et graphique pour les représenter. Étape 3: Augmenter le nombre de répétitions

yc!X-vB>4d*?EhSmH1V6!BWV$)ftjG~qo4*)QhdSQe%4^M20iydEFx1h& z=`HcmXSeypWX#3%4_^jl1m7<>C+Wh=yt=X$^b7rof{k=c#w9v_$*VZ9m=5NQ5bo6^ zsWr>J<$BCD(ShGjwu}gI{N~DDgz(g?{$dF_3l3;#ws^93Ls1FUev2KAvtRR^eJ%ZtyuETL**|sX|jd z3MYD{&>WLBB6aG9EDX}Af+HCRAqJ!hC9+=H>HIZ9MfJ6-Ean{-OZUhKnW6_Wy0G|T z_W@{vAiwwg5YrvczvN&u{Z%7sEBVZlXhO%uO&})FBZ7kyJWIguy4)fE3E_c@B`~*P zv|L*{j=RtU)z7GH%zaS=QQx`AIW;_)w-r3r(ZqHlJYJ+bwuQ;_YFO>{TfMzDzsN>K zZ-j1CeT9&+o>@-dqAsS&RL6ce3+smawzy&ma9?1c-sPk>d|9)YBm_Iq3iji zFLD|ezjr>@K9Mn`23$b9Xa-9T+ppPCyPptv%#;oL7ZiUcCjIYI@%I%6IKBcFv?%bA z<%y$7wSQZEI%CUchbY;{ShD>37%ExOxk`6JqmbQG|GjvQ#VyHLxNY$x zXVa0+F1Tki^<|TF$FRvoL-#lPq7v+LEfH4!;}H;Pg0~NU~QRc!GnEBU54F z^)aRapXqJ6A(i~Tw!xS6=~hu>SPv9d`VFUygm}HrgNjCs*S%kK zC^td9q?nw%-6*Ro;p<5URmt{^ZXhu}Sy6t81VA!*)`F)b9~ZY%QHE8gdyndy7C#ZQ;9b z?EFgBIW(;z0|Qi0#n4e0*#oB(pJjqeiX2oIE;vf{b2gweA+ns4YiWtC zOHCAYp=f}sSR?{rOWd6d0%zf5;Y_rgBK#i^In{{sAC)6+KS}+1XTw*W_ zOtv^@h2D(zqP`Kbn=ro83BVQ=(Z3&b8^{9>$}bu#v_~AK8O&`751X2VCb*Xn$roFl zlzi(yBX|vxYl563=!&^rh$!yqYIPJW)&tqYUofrh$%^0xx;QusCuqhrqZIAse~W9J z&%B#L%>bQ?q`tdD0f0l)!;SU-3EEK-t+8V;jkjedwvPWRO{^V{N)Sg=5w)Xa3WRC| z=|Pi1&euhtYmW+9A|=6%NrFtKLB0~=&=!N($3@7%fFU;$Pu*D?~6tO;>4NPuC z=(hdl2v76m+7MT}E>EfxVOu~_U5z^X%NPg1`^4?4=GA zSLZd)(Gc`He+L{Z5JS=KV|z_cuyE!p>rp;$`7wC|W|3k`;}3;?m&{k*j>uJzYUpe%`?u0;liFws)lK;td^m_y z9FQ2Ji#J`ZA>(18?sN<*>^Omi4_H8#uaH|Nvay`eeco&bl-O~R;hE#mx3-ruz4!g{ zYKA^s5`p$|@p58m`=pdlt*ly>k>`kGe`=sq=!6c#HW46tKDDa4+Gv(D>A+m*Q_6v; zh%9kfw>S$YK*va;E!f*O?30izCltL60ql~+@6j?xg@mGsrsKyM)+1hdZj89-T(Zx? z-;|Z^QgF@yB~WGVDTUC^lk+yYFS3Vqh$~eat*`C}BR`}CIutfQs05l{=ufNuaQ9a1 zh`rx$!de$N5K$qnTNtNODd>A>{eZ|6e*~RklMu`Y&fFik2a_ZTw1N`7l9Wnv7oqet0Tmc#*xe&st$h8L zQoBuZRwB8Mmf{)VS^%}4F3&QyU@6O_2d9Pki17xR6N1Q}Z-KQ*3)m%k2GngLL1*TAn%@D(Udm0!YKfoR|(i z7k^Sx%L8+SEAC32cK^`k`aJ@)rwp$SAh5`;&?;7_`jqu-%~8@cNCX_y*{pQE9$v%w zNY`2nM)yh;ItO-d*Rgmu0L|PnLKQ(LkMIxN;r1=w{c@bt$zwo(trT3)Uaj!@pgoAm zn4_k%-2^|tQob<{W!2)09t1P807I=m`CP3Pa(J(S$}fRR)DEWOuq_VL>gpj6XcLEt z`bJP3GkWs+FF@yaI{;wYNam&~{X4CYitXJPh1;ej;=;Hhk5gA@Wj;8hRkPNP%2e1c zT*R<;POu=_QOYoH}&i)zG zyJ4l&I$ya!fyr_s7EkVWyya7&k+I6|Z%C9;f93r`1KZj9k#wXT)P#yMm$nWdPAw%TnZR!w6RSelx6u7aS2bi~s7 z81F+tqm?`z>kL@?cdxr#Uk&+yQ_id&J6&;>+!==z-I=6ufBuqL@rU#`SJDb}q>~c{ zSG)>WVgoSdNY^i=X9BpCc$WdW<;(i|xirxt0aXPVdojUv>68jfSH>t9EIF=~83P-r zr?Hn&QREW}o7f=&45V4=3cmj)k39t8Jbm`ta~}tx9P|1WR1O-$_p`oHD>L#;*VOw`_XNK(j&Ni z)S9flxI^xyRHU-)jIgiC607~yvLp!<7lvIS0i(>OL2&90A}tRo-`-$N7&qAy3XUXV z@4bGCO(7`Une2aRTimMZg6sa6T?UgmtYJ@h*kky*Z@lps1eBpko#kaLf5KcWGq+;W zj9wn;JVcrUnX}^~jejpCN~nDVF7)nXKCCSzRSVlkcQT;tXjUv+NpwkNI$tEXH`B}? ze;09Rgd(iFC%UJ)LetDYe;2i!Tp>Vy(hYfFGd7d>(8fjn%jYS6F+YnDZS7OpJRCcw zSD~*-gXLiqJ0Vu##!e4}sC_8UCn>yNavzA?nYIuC4jwm>$-n602%wa1)O;2Km?zQ^ zn(z1ow#3x`)Js)j(R|V4564wZ} zOiF6HV#_1T({F{sS8VvqW3Q<_ye|p1q>pok_9AEu3a~7cfqVQ0tYopZiD`CmSHd}V z^(}Znl67k^7Nwn{`DE$)N|! zpknpM48X|&%b)?!VFEA%nEs0?J2N_R{LsalfR1yP#G6zP*Du~o5NEG`6nfqNx!KYW2!+aE} z*JYDSPe8u$~R@BN7 zL6v0$e~>mnMa~$`jf>6AAa~#pKprzI9PW#^|I1FcFp%DyF_PeTZUhvPa~M{=E`+br zWS~lZbKTVoYwNzNV8hQV^7{3QsXY=c>i{&hwV%!Y(~ahb_l&Sq9-l4|VG9qQmFqt- NHY^#Ln1VR${{fp~)N%j- diff --git a/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.tex b/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.tex index c4b2d90..9b4a5ec 100644 --- a/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.tex +++ b/Complementaire/01_Binomiale_et_echantillonnage/1B_bernoulli_binomiale.tex @@ -15,7 +15,7 @@ \subsection*{Définition} -Une expérience aléatoire qui a deux issues possibles (que l'on nommera \textbf{succès} et \textbf{échec}) est appelé \textbf{expérience de Bernoulli}. +Une expérience aléatoire qui a deux issues possibles (que l'on nommera \textbf{succès} et \textbf{échec}) est appelé \textbf{épreuve de Bernoulli}. En associant la valeur 1 à un succès et 0 à un échec. On peut modéliser cette expérience avec un variable aléatoire $X$ qui suit un \textbf{loi de Bernoulli} (notée $X \sim \mathcal{B}(p)$) résumée par le tableau suivant: @@ -40,7 +40,7 @@ Un passager qui a 9 chances sur 10 de se présenter à l'embarquement d'un avion Soit $X \sim \mathcal{B}$ alors \begin{itemize} \item L'espérance de $X$ est $E[X] = p$ - \item L'écart-type de $X$ est $\sigma = p(1-p)$ + \item L'écart-type de $X$ est $\sigma = \sqrt{p(1-p)}$ \end{itemize} \subsubsection*{Démonstration} @@ -48,11 +48,11 @@ Soit $X \sim \mathcal{B}$ alors \section{Loi binomiale} -On a vu que pour simuler tout un vol, c'est à dire 53 passagers, il fallait répéter 53 fois la loi de Bernoulli vue dans l'exemple précédent. Les répétitions de loi de Bernoulli s'appellent \textbf{schéma de Bernoulli} et sont modéliser avec une loi \textbf{binomiale}. +On a vu que pour simuler tout un vol, c'est à dire 53 passagers, il fallait répéter 53 fois l'épreuve de Bernoulli vue dans l'exemple précédent. Les répétitions d'épreuve de Bernoulli s'appellent \textbf{schéma de Bernoulli} et sont modéliser avec une loi \textbf{binomiale}. \subsection*{Définition} -La \textbf{loi Binomiale de paramètre $n$ et $p$} notée $\mathcal{B}(n;p)$ est la loi de probabilité qui modélise la répétition indépendantes et identiques de $n$ situations modélisées par une loi de Bernoulli de paramètre $p$. +La \textbf{loi Binomiale de paramètre $n$ et $p$} notée $\mathcal{B}(n;p)$ est la loi de probabilité qui modélise la somme de répétitions indépendantes et identiques de $n$ situations modélisées par une loi de Bernoulli de paramètre $p$. \bigskip From daef72df19b7343304c8a4b29d99e62334e45f2f Mon Sep 17 00:00:00 2001 From: Bertrand Benjamin Date: Wed, 28 Oct 2020 12:04:44 +0100 Subject: [PATCH 4/4] =?UTF-8?q?Feat:=20exercices=20de=20mod=C3=A9lisation?= =?UTF-8?q?=20pour=20les=20math=20complementaires?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../2E_modelisation.pdf | Bin 0 -> 49471 bytes .../2E_modelisation.tex | 18 +++++ .../exercises.tex | 69 +++++++++++++++++- .../01_Binomiale_et_echantillonnage/index.rst | 4 + 4 files changed, 90 insertions(+), 1 deletion(-) create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/2E_modelisation.pdf create mode 100644 Complementaire/01_Binomiale_et_echantillonnage/2E_modelisation.tex diff --git a/Complementaire/01_Binomiale_et_echantillonnage/2E_modelisation.pdf b/Complementaire/01_Binomiale_et_echantillonnage/2E_modelisation.pdf new file mode 100644 index 0000000000000000000000000000000000000000..20726f2633150a40987e233f1c6df6a61dcc8e42 GIT binary patch literal 49471 zcmce-W2`XUvNgJF+qP}nwr$%spJm&&?PuAxZTr6aobMzjxi`7rpS?Tj&g@y$Gjn8A zDyix*NfkuIXc_5Pp-AVJM%JKM2p9d~ zM$F#H7K&a-$lilMo8cdSMuz{ob)o40W%;kK7@_E84PBfp|M6h_$KxOSzn=eiD49Cj zyE+-0Iuo$|Gou7WFJo$F?qWf}$V%{ku76gsv~e+YBA^$uF?2B%F*UX~F@@segK~Cp zGBvb?^4M5}pHZNg*#iOq{|3B+GPN`LKbC(+|JpkHKMVh7AaMMM8GfXi3i}Zg>I59E*=Ro``3I2OPu>I#i{3~+* zEg+cxHxvISeKRvMv;24d{{K(k*V^0ho1=*Sulj-@6mdXuQ+`P_3Luf!Ae{N-$k>8W zI(QyLzNOR&jTCy>KhHVa8M+B5C0)+7vG^C@Nn5iS>$^U+aiVRA(Y@ZIi8_OQ5V<3`wFq2cClqG!rJN6u32Pvo=j=O#2HWoqP4s=sG)$7Y6Et3rY)G0!DUnQ|pAdLGltuaneQn1rOFp{pBSf*UuA4NeLJjR2 z5U9JV)L&ZYPd3&*9Tiz_%IKF?_m^2!631kcs8<)MHtL_DahqA&K~?R8_d$?m;b0eo z%==X4sjf9FZPn2P$?JH3pz2A9W|DM{T|Q^r2S(|4VdO)`LrkeA_8`fD#UCc?Xs8Nqp-v%|0%^f1?O}4{%)_OWK7r3&{=HXOF15V~)DJ0+-#0 zRnwz|jg8m^h;V~&x4~gu%Q`C8S!;xjsoAZ)7SvhR+iG9uU&Oq$=YZm z2Zg5#N_=}G$!<_+6UgLdM^A_5YQT4EgVf!1nd8tcGN)MwE6w(h44&|$q}IhqBW@}6 zCt~;J!%O~_)RH*b`32qT;ZRKiqFdJ!gpMVe{$fZIL5%By-pdE*PK>Xh`fJ8R>rJ$C z><_StQv4WX19AW@=NL2MGoHYl*QOmPh01JYQXbYu*#X*`8O*$t7lA)DVnVyk)&x>-;2#}G~#~Gaud!@~C^4oe6 zX(L(v#8p6(U0It=_j!TrtQ4mWO7U{d6W>UcK~>_#tWdJ9vAo_dbJ5hwYMXwxdUqgCb9wY z$lq2-E;7P?sp=ioPiY&MVqxM)AYUvu%&QK|EbIp#t{-YQ$SWcbq2OThW{%Lp_hr01 zsIF|6edhE}Z3mp3VDcxuK+Am!G>j%MaHCrDvOa1q>&&KhoZE-qLB}%=kP5}1TlFQ# zm!Q0Qbmlc?PHCltLY!M*@ThTbDV0s(C#<7`DVUxBc}5uD2>@33fPl<=fR z;_oP!ug?`*+DF3}*lRe`%m#qiFdXfD7ZhDVyV=P_IDPAle32fvO2}zH#6IA+ z)dS<6bM|K3X{Ba~z#o&-?P=7HtsLRLcj)MA>E`(%pQK}G82lAEnf`3XG2 z>VyT3SpJ6A4RACYDD7eI3$GphqrGcy_NP2$x{fGwn>UUEx9F|yj-`Wspj0{<_Ue#^ zzCpPBv@i%e?r+CvTj;Du$nA@Lk&$4D<=;fF+S*OLNl6%H$g)uO@k)RXB}dA;uiL%7 zW->T#Sebj%ie4WsSYvqQ)(;h~uwvv)sHZNnkf{Nh-cGu~AS5Xpiv7xwG5V_CW3%Mv z_?Bs{kxIF6#x@>d$M(#JrM#jV=jFJp~zjRG}w8_!ZK+`OrDZ&>cOs z8?%XKJ7{ehj1FB&%)temo<8LU?i zpe0r?@D4-}N5}^e^k|7A5|2uzkrU)1;i_>?m|VLJp4PXg3D6ug3EpUaxyFg)P(oU> zB#6H1R~HAP;*89-BqA(?;(j&|F6wn*Rk)%Z26Fu{*>#6sjY}~jyMwiCnbwEpyV*Ey*!sWNRU`FF=u~3DxS7F=1dLa!#Hd{ICD|np zm!SsXiCi`~6W#?}rx!l?snYRHfq%(lcp+%V&O#`#rrf;Ha#mCw`46bK_Ll1fFf2SR zd>trbq|#?*%oT!%wwhsST}>|Qzm^T(RAH{wIIH5Qz)ihFxHi7Li&?&ua4DkzPs?B% zgiA$c8y`D!_oBOTyE}?5x*}-`{7)|(R+8Xj=S>wpvo_S}D*;k=YbY{HGY!Vk#k!}$ zjGmK%kzESyUR^aeQ|7ju`mfdH(=gtR8lYE(c?UARE(~D1rHKFtPlH(V876bTdc~vx z4UKLn46+NC@X>VwPU$;mS&WiAGbt>^mKBlFO}*>yz^ZuQcq{7WGuJeWH~oT_p)5S` zq;f|CxAbOo4#(b-J7IjF0pJV&NpP^`X421G8h$ppx$OizogO2~FGMIr${6TgVNKrw>;@gD-_!-7!w{m%-%dm#susjU z+xOXw5R&EyV~n-}qZ3yq%4Zpq7yZR3+#O0l0)E9Eep?`JJR9_$FY8B)f!PL-%x1uB zJO@n}Kwa9Ncr&)Q2PzeZI9Q>2bo=yBvKr}dw>lwFywlfQ2X63F$FK{7ool<YxpO zv0o-MrhA)_N1yW`hBIf7Q%vIvB>2&YUf_rx@QCIS5!K2mxlD&-7GUAb7MM-P&oMpo zE$jsKhmc|bCXE9JRw)a78s%l`}sI2bwD|8I+ySa(pBWb0M7AQy?q1z;ehA(&VfX?M@R zfM6I_VHpKsV3d&Obe1LD#mUJ^LIPNjkf`TKZ*$Hw-o1}MzgoY2xh*FhuRE(duRE{3 zFFm=2=JWI56YGOD1rrYHEPwLgY2Xy*mQ;?xf%^>v`4}_;B679?!ra1sYRHY)gNPIv z+N<7vg(wIL5T0V?5QBOFtp;@gt!`!j`~(5|A~^cWIWS-l0D|$qVMB;V0HYA#(`f~g z;Pb)ULklC;Q1>A0Nv3uHeVb-?r2)!d(F1HCqx+yKr56%~rXm(cF2Oajn` zK|jl@m|X^tosXOQB?B~|<`AfSosB3rWo33>d3xw4&u)CL69_XiIqt5el zc~f8!z@QUnVjLgu>jB{B=K}yx5Ws-l1&0m;6tYA2`H#&9 z_Ww*A`oC9pZVUkS1$|Gvp5*_`tRK=NIsC8^>IC?MF9z)@phN9_g`b-l7}ifu!~g!W z@A`Lr?OOa$Py8mG|K=n#b~QcPbD!n~{0_l626B4;hPD^fa(|e?u>NbZqq7`pf18)I$IS zi3oK^+GY9^LjwD}*^e%vT|8%P10dv4z3KX;k(zQ zHl}k+>jGnYc?zZ(x*pvm@KVEW6b2 zd>A=d(Va`?_}Xa1T#UTsPQmqdef*~3IPd17qO$b%GuP?CicCT`rOx-++Q2^kz8-qW z&Q~KxsG)RNIBBHi+8jM`ckCpa*MAC=%aX=`D)nT}j6j#?_sr5dA2KwbpaPtxX5kOa z(p?FD-`RKryx1AlZ+?+*uJK9@)dXu86IPQB`)!uu+ksCS{!{G^Sr3^O;Nf|r)0Osd zi&5?TEfD=fRey5_guixfX+&&TG;q4Jo}D|NHeTAWs>5U#{}E;k zRNBmEQ1~78YpiBQ-@H*BtC@MPZrGLmz^{Us<(M@nE91~(yE;SC-Ndw z7?sw_IBe|0ETlXem_utXmMPTDyj)8BQv9wEB%j}}4rRPL(PmenQTQnZXuuE;3YEV~ zc=oPYP-#v-h4xR`{%PhmsYVAYId!A3EkMB#9;pYSYMLZ+;b~9#+s#tj9h6NSfeZK8 zV=z5|=060v&<8E7nYIFASnokiYgnTue1MAH=~)>ygGMe)_$Hfw7ceLcsgv~$6kJY| z>N##NI>4WSv7b-39+i=J(qG;0Weck)7>nfsyhA&YrE_~05Zd^x6I_2VmLF3UU7g|- zFwer{$?ugAH{EDs6ZvtL{YT~MIa#^!=^M52I_oo%%J{WFUqX&*cAbMPU_j@l^GYzg zSNC7v5ky4AuQSmxKN-b6SH?E-ecPwu=&v5zx}owUV()R|B5LUh1(UACtAa-+Psw+& zQ;SW5%FR|UU?0rD_I96nn903TV4T@_h&YuE>govA!P9~=r0lYGZKVD^TV8QsHcmfsZ6YQoR3 zftY=oOc`mmHVK9S2m&D|8*E>5NutcJBn!XVGV!VK?M$d!%lUPXXP^u zXPztKrNlaCd4mG+;KcsK^N8?r=&kxx{-)_}-qmbASUBE#WS&CKxa`~3!$YxI@ddP+9B7kK zow2e+lMRbOE~?9G-7KQZzn*Gr=q%rge4mMS-Jmc6k~^pQv9GlK)l!7xUYhdl(SB2v zsUr4gU6jWbc2ttj%&FFboN6J;uPJ4Vou>nm+- z-NI81Gg5}pwn)aH_Z85im8pH<2d2jn8Se;0s^X*qiJ#DoP0wrn#vzQM0<5#(Ve~Xc zeOV_&##uUK@M`JV0CsBE-6OU}CE zPzN6ym$Iwe17-ERx#%#}joq$uJKlVPVGCBpy1pOiIU%wq++_W%mg5rBCPqZSr@(R*XhKrBkZcc3%Z7bGrE&q0NTF*ksuZ@M{x8ft( z##)s?VTdVUQk7L$I)_k?P7MDRE(~Lp7|TL87TOcL?8_K<2wqje?_-WV{}vke(5hV^rj(K{AJn7^rfl_N zi(T4+3#*O~T0_VCP>WFe7eN?FmiSOTW6VdtJQrX->)cX%8MOr{{VLx3UOu{hFp}h1 zbnXjwh8J3`u7;T{*YLR2sN!ZWhEdDO^f$qe!4i^GooG=!2@P`t!XH;rBOw+l>=i2M z)!ULH&Sj#6*BYk%YMILHD_PJe3j{LW6Cchdq&GR&$BwN;@9M)?Yx(Am z`omermT>^e(Tg~N@#oH?;_us{{U;Pv1cf0(Cc7~!A~RT61zROZGd1`REolN!Wv#2U zoW7KDqSWE&b;}u4x`k*a=(Nzscy==G-}7AaqLTfSrQoD487eFz6%prAf^YEOuOz#)AN=5kdNU9z3V(N&*tH*e{EcOTx1H&nv8^MZ__i8!P!%z#lK z7Cd_68CaNoK8oI<2Eg{#h{Kb&D$JF=Qu3>j4ueKoTvhtXc>eUFC*WSHIqkrl&I(^T{oIE+t_EDnd^>-N_n z2q5rxG&*tL#4NeDyx61E3l^^Pvxu)2LafAF2%7AfuGt#5ZEEjr@47B$(Y+MfQ^W_Q zs25)FgibC$$0sUjy5gaV-0!XQ;Ir=@gvG#*9@57-`7^9*=jD{Q2uaHL za^ssIDltCGb94^7?|y>YP=*XEK*cmDxgyYp+)#N;9&HhMj*5R_?z?qwz*~hOkwkGe z@C-w%*b+UCQI=PjzBI-S6OENm>?A1i1FSj{cc?hMRbLcQq_MVS)QAy{{#ez9ll^#s zFKRyjiTj+6ED*s^u#BK>WD!bECRX&|{3oM2^Z>+n}vkTf5oxG))CyhbP z(00W48H*`fC+-IwQo@$HZ&a<3^yvaZoBZ2Jbgv^PhI;OFc2YfaC$wEGvOF&H`xIT~ zM>nde-QNQ?joP6IGXZ6Kjh=@5ecp(@Oe1ZZ5n%;vSawoPCGNu4Q=EwC-xCrgU~1uA6XR^|TLa5_yn&i3H$P4Yot$rAhaGVep944__;FZ6 zI+TcfN}od~aLFg_p=~UAH#N^wSvD*F;h@%s7RhT?79kST+Ov6Xy|9IxC&B05<1=Yi zgx@YqKlMOGScaPYb@f%Guco~dl zGQ;Lx%J_!Fn0gXvEAgAv7eN)Nnn3U*e{d5lix`?#7=LZ7y)d&gAHB<&l;$<;7Sgxc z=bT5I)FnysbLP_z=y@7J8uABIi>`rF1dYRPYf|0n(*NNNsyexqNh(6Mono?YMFZs! zw93!yX(E=yuf3y^rXt7(>VBkG;WD+X?R_CxbA?B$fBN_{MFwtHCc*3Qy&+_FK0z>A zfx%Nl{buu&RO`Jf>1fgeSB`sL4_fH1T;IkGD`~YH=|{T3q2KwoQ91fia}2Wkqv!$yhNM0l(h}y&QronMIn!); zPnt7y6G!Xy!QnjKW=-hH4DQZkJ>i&=OdV#aG(l^!0Jkh15OY&oD8{<96qaL(^sL*W zrKB8s@AAU-V8Y_eaW#x^Pg9lQX?CAL4Ao3UJ(R;*I^Jg8>zRtlU; zTcQ#qhdT->=><-eH(1t88ec_i9%Ozw<|B3*-OZeb*E&~h@e#DP z2I_Y?f^`8wUK>)2rYvnsKn!-1)Oy*BlUvmu3WNTc%xchrd6hj`;3Y=iL~;!Ao3h+X z1g+7+%Xs;%lE(Slr9QKC1-;HBMUHLxqPdyV(mjp{8o~4$2*kQfS&^WgGQ4*=fu?#kv9#`H5SayL1Jf zt!Qfbv-Y<~n#o|vX-ijnJ!<&kp(q8^&woV1ZC)h;LAl}+1k z&}Ve(nd7UObYTauVf<%OMMZHzX^HJ>M?-&MvGal4+{-sfrpuS8#o*AbArQ^)ZfAW~ zquNVh)TYfRk0rlu$wRy_rl>@nKw-+RlhBN`(A^~cUkQre?)K+5Vg8XU5uNH%7~ob} z)#*djTZ(EJMl8ZVWJUI_%BR6Pl+=iwd^$E;9xRm0<>`wA$Ta@Q@(Uj{oYZZ{X!BM# z-w=3YkdzBkoAIYWKnzAlg&z_i;u^Ht#f$SB5m!`#!j4)fBFqd2wiCP;;K3~lyV1?U zmzA?J=fflxu?`IlSPmBkA-A8A*KoFEwWMwEmq!!h7K13)I#)oHbsL2%dRyh13mHa} zv3eDkA`jBJOO=k-;+KX_enYSN>4M;K7R~wK|AE`pN|R^TC{qV=V5~ddbzpSNjaCpVUuSBzb9EO=?hG;k1s~&b9RMa2t z`1-)5xa&!W_tdtt7sdBgw2_xQqoizPBWjWugUli%>bqU2w1X$gu)@#KNQxAa!%B z;ItMputkbL`DGrz>03)+PcN~1%!gS zsrQyBYO0^=}JHdcsLZC%{golXt{=?S0wR)cYr55vU zN9=5C@7)x1u~XsqezVTQ}`Nl-`JbwbiVx%O8};V)Z;sb$g00 z&*eEVHT|WN!DhmbsYb55~zw8GLr{IRzyb%%b^j zJm3;N0AJnwxdug|K1g&s9}F{;g*0(RbQl7pv(?hE8_U+9+7@+`;YT<^elvQSdf*az zMDMCXlG#@8{ZCK&hq2Y=^Dq;*d2mQH~wsUtog57rI)Vu=`3aNX0EDRJ>IRO?6aRjEzL3GgOg*C(w`!BP8fq};x}OM;q(DC@7bRZ+I&5{G8e?xGtPaF z^Ho5=eTeYZ>1{QARX)R4cC}6}P;%t~9X0QNgte}p*lisC2YC>rP`mQAO%#xtK3Fm} z9V(#l1|$f6Q?{hcg=N*6Qk`449?yxL%-{nVsmmz*)f+FFyhP7n5#_jCcB73pW{YJ?yTq;MP9?7(_A@djf!%L%Q= zi`KZDVYeCX=w2<0KH82fbICL3gV3P;Oy(J zVkhx$zfl!|$zyV(^Pz<9USiU2oV&|0Js|Ng{q+-dnyNL7Ef{KA8IxI(9vnI3yJ+kB z;O_x{d|KXL{PI9_RS$$yN*HGZvQEdVgMIB^eYjsY%md97t2+T$^l;Lqc;9P;iB1BF z)gwYqVzz#DA#8GfpkL{dm;iFE|7+$zl6|H=RS6r+eWhxINHBX1i&#AskE;@SE$C(h21neA zORr}Ye*XyW&!gOr-#e_7;L40*ph#DcYpi^RBkc#Cug(FCup`)vo^w%FPqPGE7FN{D zg9Ks^!=ZA)n*jl!+LOtjxbzr0VU8s;dv)#Oap)ZPipSUG$p=IZ(v1&^UlC&-ziw=e zs0wJq^_GdZ?@i++k*%$~-NeeaEn~Q)upJd6D1XQ_d&Gq}zTWdVva9|biG3wk>+l{B zLNW$HHr@JVBvJCv9)+%4cW6>FR&r)c_^u zJ5(k^DZzYdIgZtDq|17a7w*wi2ChBGCG&0Gov>(O#UR3s2RHu%?@< zKV_{-rsEmU*k!O!B{hg(D$veIJ^8Z8-@-1;Oe$_P8&a07=_>X?z?g=y!??3K&qCCz zY)m|ClpKs7N}Frxwt6UwI_WUR{i7UEZ$&oEFk*AM%h`dn^uApQQ_t}Zhi?;glyU}}X{7}rD7G^&ApA@t3 z0`H_F>XZ*_0N{>Q4x8@*BDPI?td$AG1KA3Q*$VAXA9E4H7P>EW$&@#JQc^G3ymNuF zlsm<8x**sef@kFQxsL19s8{5!iD_wqd@@a)D*lk(9EXk1?zkgu1YZGf%{~-@5M!qe zNjKB*Tk$$PQaNM-zqH0Sxf66+e%?BD^IC!~Wa>D0`@~43JGY@Go>>0jkgUV2aaF#O zow`GiZ|0IB9D0FQxNxGXmxMPgwO}z7#}iT|c@%`N@#a-O|I$xPC|R@P6yf^oRQD(> zy9N2zw^TZ$Z!G!1t#cuhs+&^*6?fS~LV&~A&I?;$s?MWtah74H))o!B2k-+e+HxY- z+fj8_mDQ7@3$?5;RdD`24s>#T>i`6rAXbu&>>uffbG|mcci9EyH{fo;q92%GlZQAj zuLXa~Ef&gpas)n$WE6VUUp2y3M$!U`>Pn#Q(4VP`SwiB3y257VVF!3#{Ls}$0A%Bh z>xcagY`4zCIa*Gy%#(A0u3PCs(!#%aouqGeN`G9zpvv}L@)1XWNFV;%&*~HRHq=svFIwK_F} zh?BZZiPhtdT(<-V152g`e<7t1jR>-8O_%Uy%fuxwGW2h*wD1arnty(tTSfW93v~Ps zJ}3UV=S{WPE(BDU8n~+sKs_so1zG%3yC$B^bvD)&b)&${ue8H-fOwWG3njwQ#Qp*< zfv%GMe<%+A_ZgZ0r8r>yA7KF#0o(u5AN+5{0Xqv5$N#nBz~#Rc2N496IZ!+-5^%Z; z+Y;=+Fbo`1{R}Q?1cX3QiHT6b0R#|0M3e-C+oUxM6u7$>r`fOFzkMsOHJXn0Z8az6aSzg0fmHy6#p=Z5R?F-*26DB&Y=P{ zBRE8$6NWPl4&g((I*JfZzua)Us+f(!xbGEATz#C6Og!T`r0 z#3?{b{OS|7o9Zf3z*`Cm>g($R)_0`=0G$(!4S~N2Dc1JmMxcY713Lowp~0L5ZWH!V zBNH3}#ON02^*IuUFi)VzgaBXwfVqbB_b}k?IFLgi_3OZ4SY7~p;32%(8|UnT`Sj=Q z01yDq?e710{K9~Q{yKqia}jOv_B;4fY=Jt24H5+OX2tk0j?91`P4lvMzjN)Gb zhYj|_VFc@E1Ou{)3IoJY-pPCF#YvQdPe}JeLw#x%?#(i!(^U=TBqQG3AaG1X-?ZXn-BL}>3c0&EY*k9cOzL$V}hcKdofO`?}0GP`l{xK+L26+_6I0JnN1fVEpC*io` zNBvEO5G3e_yodn8A)r&>*yo>TWEg&Li^1eWx&YUJG;9Y43i12-;afL2I}QmL`ub)3 zWz`pyrNz~?)!o@e{jE_}5_$s+{3;Xz=&Mgh0Qit(f}A3J+ckvgpX0au3a=yE!UUA~ zoVZ@*N&A8~(`SFMO#XR;We)lIY zK7kGXR&xGb_~o~%=SDgC9Rm>7vPUrkbU{pK4ft)Vz&v_gxDd+D-?{m%Sr!RojLwH} z5B%O1D^J5(f`?6g3i10EiPX)B%w390*_r zl6-S6JRlH2I5>|z=LY);jerCWnt`xC+6^d2A&Bto`$-4|5QLv90t^?-R{YJ+=Rdm* z{0;d{DKBD2DiZlFL@JHyJJN>-1~~wCB+14R=9m!aP!(mx>rv|7pX^)k_f9t+xuS&k z-y?a*c^!YYj`yT$Bsxg|kBaZo9yd!>>F}qJVax;f^VasIE#+IT-)A|SqI;j&lLFo! z2AB?)58Xx4cV|G_I$~GTfaQ9HVS??8enk81K@+bnYddlc_L(5wb#v`o#XURU@iwLo zt3o~45HUX^{1Hh4xx7Os#_@z(FLJ5&pzss>(njI-D<Z_*~FftIEjD*-4B;JOvlMB{0ul@cQRZnTLVn{8Tt(Ut6Q-)U3o??$lip zWHq$8n!xSwko6{&uNQfiz+^{!AVn=UK1G@`wX{{m)t~B*B~)0q`{Z(|gf4{9XEO7W z^-RU%UHpD~{N1m`KjmF7hf31*>(K9T?^$%c z`P!AWYL3i{3mGx;4)f)`)YE1NvQ$jHlzC%`=IwhH>-`bBCCFfNMg@QVl#tkAyWLLH zHf-f@gAbUpa(l@_6CWKi=tE`wos@9wkq&>AcXNX}*A-Q{Zn|+iHLYyjn$40vU`nnC zT8a@V1a(K7umDk!`pR%sLK`7-<6e&zVO`!-8=dSrtS0{2jw^uzX_c9j!NQ9|#b~6l zAAWqTSq*Wg6cuZe#^tD?$4gG7T37NHOvk%TejlZB<$trGK}>P)JC|E)GNb=?aUFT1 zo`p{n+l0VbV~b7k(b%$1l9-OM&!c%}<>!Aq7PhW*a6py4aI^4Fh=t5-&QPGVD)L7y z6>$C)w@r6g=KdzOqdA~yTnER|tXkx-al7rbmUXAcNVdbk#6NBVr7>uUg@2}Pc!Hs8 z03V#F){kgi1!OXUJm;u4kxRWVsgL=7-`s+9M4xeVbtdbLT2^MKW)|lYIAQPfs-tSq z^(H40Azke&07OZ3Fr7X}xmVJSD>-SW1v8<}W*}eQrh9Fy%`EyL#MbrN>|6)R^3@aN zTREa0=)cH#J2V&eyYLLVn_0ldbbOkegNkbq=cG9d4&fTqXiib%#5~$fixTqGK*}zf zCceX69Y4HpNHr1fDDSLHTyVQpz=|k8X%M-WR!?+Jpx1$+&|4*{LFmu1sZ(0H7+Vl3 zXyDicBE7?lQb%eG&4O!&W%0+xUBu`~=)|Yjc)0J}Xpg3^%3LcV+0`x5c*&2NbOu6U520_k>Kk|dOeK(W^=h^3|Z58yO!IzL-Em6fAG%QO0Q=k`L?tz zZ8uHgQ%u-oH7nZsx!qEKVOBs5g=M1MAN%=S0@yk#SwxKI+g6uBX%qWN^oV6h1QQxP zQ&71kkg5s`2afNq%owW+!qMcQKKFGCuBo<8A9Wf1*|1@vnR}^v*1zSu^C0G9sM44x zc#g;TJhyhG;f5KyAgxD|FYw^eC4RIzej|YTuX*k^W;M}M8@wZ)DK@;O1@x4~qVM&I z<$jUsZ#gbRoNB9z(yXWW-{CX*I&><3b5c)k{Y{?J2A|3}}n&W*ph zm&N8aI%%3~{3ZSjFOmg+W!B<7br+IE$1KZz&cP0}|1$kmVJMJ3ZxuRzO_D_`NJfk1 z5$R|AJh|^TG{+G4UjH1hv)Y|?&I`3gIBWIH-@4J!TWkqm^5&Hv_mzf?SL+0G!SyGa zhU_bz)c;~A^t6IAP$8y_D_jhW#=L%aO1<;P_ESwL!gElec}}@;Lsy?*a=-N~I?1To zk$l$JYvcoU_@;yq9~*OA%E3a{dhE_s#!nlVd@-Ydc_2XD;O_pZf2ui(xSiv1cmX@p4_4;U5n%7I;cW9E^}^nmq|H0RK+Z&yQtvR+kJi4fxhWZ zVR2y*wZmFY>UNO7i)jK~-M84mg>mBU^30i&quSSDNyBM-`r|&d1%+fBJc-Yj&@mSB zC*Fq=4_z51;jhB#Qc|aiedcz!BIHYVy#UykaK!%pnlLx0xt1d$Sga>-{j32%k0gG} zc9prW3OTHLavq=M!-ZblayeS)NJ<|AkHa$u$tj?UW zIfM{oev6wiY{D?e|S|O+y z@*rGqyaz6zisXJOUP$1~bE%a5GL0g*H5at&Jb`^6<|IR0B7$U`$FlCWhZIJ>|rbCMp=mmbfyR5DHZmtzyRHzDB8DsWB+ zL|D|v4nGcEA^9Gnzhj+elv4s$etE58D|u7Ebm%wZk*t2DKm1muf5DqHZP$Q=&T_l& z?$)gd$IZIavi%t56=?!g5<6$*VC$L`=#;^7nv3S-plrfN5;cI`pN+&0TJ#N1;U-a7 z{Bb2iL#uKe4iRNZ&aTIJ$5J)lbdFr^8=qZ}xl3ZMY<|>?v#-KWJ>%23D2gcNIrOGy zOH8bnk|dHdWaxA!!0EQhY_$ zY_b|B+}S>c!g`a3Ob4K?#!3rl9!RUd72V)R2bV_#4@Lw!DO|(Y(N{ zWSX+t?W(|WIMz|mHpJ0(m=75IYSim!6I23cy~%xThM+W)Jy%Tci-MgN2a%DsG&miT z+9`e<28l-Zj<^l`uv#Onenx*p2WRTtOdcsJ#DLUQV{uwb3WWG8PL6=0iVWVFXsgyM z)5QyOn$BrfTkvybbtHdBf~-xjwmwGNZPO-kFu9oW=pfpH`A6p$#)}9CPvw*es+!oGWT?PF1&;q1i@ecHOibMe zHpjgInH8kkv$bZZg<9;3K*Qn9)9Hc9=d8Vh*T7SKh%<4zn(*%Emy{ESDk6dRz>Zg^ z>hL3;*~xnkU2g4S?&)74kAJP#N>S#28BaBN?}i@xiecT~*ZOSRe=*`Mn#IA=86*_r z)4Gt$WW^OY-{+Wgh(-95G!%*%6ztiXAU9%vUrBkbGr|?OM^!ymX)mg5I<8XSvm__1Y(dcSp}J7V=$)lc8AIka`8PkyhAv*2X`p*~PR)JM za_5eIMYAsGC7T&)5(`?amiHHrOzVb1a=215#ZKLPg87hjqvjP${@Os6l!s5&2?NPT z`xC`mvx^&Bqw`)1r6?gM3O^D`lFjFyFZY`@v?@()#c>pW%TB^Li#p*JY!$h#c?-uM zdBc>v7Yy-CzwVgeucBN-l1=C^7oHNe`hE&~VY;eTEy(Uur|6$wN~qcqKF2eCKQAqY z<*MT)yYO{dPd&Slhs%(OzZ9Ipz703Jb3m0A!AP;%gAadT~YgD7a z^B1k2Xt>iT)s$}AeMy z0O$fkKPS!uVv}8O#rhQ%8iBOwGVMF(cral1?I;wu!E|Ravx;93|0u zDiT)^f0->nsDo-9mx7H_Q9bZ&`zrB)TBq&HR2d}cW=(jsfP4NuyW1cweZ?*h>q+18omSIS2lGhzZ zmUE)ymI9A1ofgYf$Zc-3cICO;SoKFsEKT+gpr0o0sC-H-#s!A^Ei{Z_m~PEvPg+R$ zaHa16n=L;dKpTWhRx3JWknX)9Ot>RnACHr?5$IE()c7`;bIQg(?;?58A)!&}x_3yErkePwF-2aEMZ)_3-=++zC zwr$(CcWm3XZQHhO+vbjKJDXJ9kG3q8Mb8CxXK|$OSwr7^Unw!-zikBEs65WAe-Xv=4FVgjTSB#-wejWOAvt@eq?BSX2tG3;Y;bc3vlo2wB`t@+vvR8>Lca$-?` zO>i_ZvErz zyfO}bEA3sx%0+pN@7LhXCc&cjU%{Z(h_Sf<0)nGkW_ zEnvmQy$S-}!Nl4`4qi^9l<95hbGD_QF#dV-RZ`;o`=a?-HW*7Y|Jj43enwLKE=Jzk z^O`V-8k%24&z@c}W@@-r#mu)Z7qPdFG<}cH(*k~bq{wqi6wy?97DwEKZ+Y=&hSL1m z#C%`}fO&^t7Fs>z=G?!?oHB5SuUGR@m4h~13-SiynOJ9s%`3=@)&~^t@cC~A!q@6^ z|0ODe$5f*K_uCjg<-zgADhYcA@0$x4XBU*5LuyEDZyJuc* zD17Ux*{fZNLR=2E@0WJ<>0g`~?wxfO^pqfdQi*JD1EF~ghW6Wsl@j>wufGLuEt)s_ zoz~bT?-9S&xF5&;DM?x}YMt6}bfU*IAvT)$k!V)NPse7lwW!YYZ z!{MWpl)y-i*xdP0Zpy6s@lUiX=;@S`^}mtI9dBc+^BFF*+ln4P8`dTt>zBHeGEerD zv!SIL!5q-&`E&9fl;rr>)ppzy#8ye~o|&Z|1+Xt^Yb=N(E@za{WKiGO*Bsh*N+mHk z!^lwATEab~)r|J~Z2HU63){bmW$EogbhgVT!w1#_zxcLTbUJ2}q!)hBwX7a8)brZm z*x6p;lAeRoir~`TAXD&j@@xysammmdrFsR))bN75OA21v1Eh-CHv7U;1ce7dC??RZEYNK9) z9MTNexDuFm-c!mzDdS)QP3#ZV!?0W6LpMH>Vw|k%s&I4F>lm}~H)D$r7?}PdOcW!t zfcx|Sm#epl$D6yyh3jFtX2bIwPqLw$JI3D|ReAN(G|pKsQ^&YE5$t83lnYys>LDk8 zrkDA3q>O~KlL?QOjcH7aLefSw z)h;tzFKjPioPYB5Z`0V(^i(huw90msx=A|EjCY%;mMguG$_HHrZeZxXaVws-SyHvs zN-hB**TvM`tz+%OJur(7`2@|qha1v9U#L`oCpYw|;UH-sknRqIEQ2)1;#`HZz-b`& zW(e5mYO8yrHOUwLfo_<3vXYD*W}JYGJY|xvIFF7{QX^o+Bt~8%X*89K)6C+G=T5p| zYvJx$q-FomzDO-qV3@IwVYT`T!ur!1KB3Ydwqtv1(n4dFy*n{@h7a~Qg72Y%KPr_d zmYsoOlJoYEeA})t`mEp;D?!iE(SX`hlU@+((sQyQsgk^M7DBM^R~0W*9#ce@&^)Y( zX3T-$WP<9`2&8@k>JBO@4ual%8Lf(~IEpG6##to3gRR$06=_W#bB%!r*|t|IkJsdR zt-_t)S(;+P`wze)v&*CIE4Wv6yfj%h zgA*)UuZH`5-f+G>6s8d@KgR@HR9RzsVl1mUU1Fyjlb)ICcEtNvy_{ry*(zO;2`Q=5 z4Q1m2iyJX#Xp?O<_j%J~=S}+XsJR6yj6VD3oosNcGA9zUOOw#*L$^k z+6uXO^2q^7dNiho5El=BH%W-{PliOv|&`&r(AhdQ6S-b-gKEsNvxDb z^%FLiL(g4E=BZQ@RX?d>gt+=9(P`zJVQXG{fYL&G@!Fxy*cJNqizu))sj!bb3;D{J~Qh3E_&M*q#Al( zAVW*QIVC=N%j9^hUn3VAQC%*Zti3s1RCUj8)Ui5UJ@dZBtqMp4r)8=;1ZbxcV&#l? zfo8fNl@mi{EWV8w1}0~g+6RoS;8y07R6gP&F(c`AjsJP;ZzrZW?i>Dazl?rP?5a0T7qxg7!4yZMdg%d9)o6Nx^_+UOxBcf%iVOx=F>^)I2*{WM+aM*3= z{uK)cu+R$$Cz2ogL~|-3Z>^p3A$qokqk`_T%3EJ&as}UY>UL0|(}w=R(#HI?pQPjE z9@J{7Cst5k=3EhZMjZ_|O;=dP9%+3Nu4n0`F@P!qf8F zD{gFWx#9PV=0xmO&>NT5f7v7VV%f{MQ+}8@3@Sxs_`h%XNDS z6e&#D&gilW1bS}SAn$-;nNRIx@KM_O!1Ex=UVd}jigSDlepAXC57&L9PQ_yEG){)6 z_R?Z;zM8O~+vRd$oAmCMQ6qtPr`R&%PVI-{-g6KMwu$&f#5vV&=`*~EjEsbF)QL{Q zx3_?AyE`lJ#Y>-gZ2ER?K=BF3kUMqLLK1&cqGN7Z`k(n(|C4%U=3w~`>Xnh1>A$A`je2F^`2S9* zig5>L(Z1enB?vEHD1=|QB!DP<-PLkt4lJAl$wx z;qU;+RY(RFfDa6A_Ymm!*CPgQw$3K>6FVF-1I6GFNbuu)LUg5&$7Y8Bu<;iZMBqTe zJ%9rj-Uc|k0Py((>)#3u@`J8^NDl!2ckToLO8Er4WW7eKZ%$lvKOkPbl| z1qnV9lozXiW^9Z3t!fDHDdOxLLVFaXUo}4{1$GFCp4;6oKe#o>*t_7*pPt5`!2#F4 zQGl+lJM6)N+8cyFA^aH4kiUCuUJy_OFeu1~h-d%;+JFf3@xZ@zKw!Ic@q4p-rcW?G zy>t-h{Rfj@(Ho{VjPa1>%u1+V-u39`^+%D-oOOKgdLjA*)qNb?`z;MOQYFw+u%Al- zWqhB0^~;3)tArf`1#Ur*pr9|8;f#XduFu;%As~BR9+4z7vrh-1IrK+E4G~Vr-!DQ| zK^;W@@Wk{m<{$L(B!%&p+Fz9v7!p{~AFcHGV8+X%Jky!e2qKh%Gse2JK zMSl~WGTQL-ZE#Hxm|faq@y{%lwu>K!j#(>>x8Z19>g8X<<*9CNa&t;qQuvU9^)@oM z;Vk~Q@8W-wL;$h*^|**q@tOoYvWrDztt^AA26F5!ybPv>>ikfd8Oej2jtrA_>~gGF9Rt3g(VVH4F$KR@UFN7M98GQS zw57c?I%nx(o1)QV?ratT*@X0>)!+9P`q51V z(Lbmr7q`&}WwNCqDPEd+Up08SpDZHd4^wa7(3k7gB7lNXDw69(0dw@n zBF_3SbVIJAk7;qrfW|D<#$1)^nliD}H$(95Z@oQNL8|EtWJB_8nR_kp&muU4>TqY2 zWI;$WT#c@KHzaHoPNh*`L1vFu1h zv+M-l=J^c~2?Z`=Dm*f5_L0Hi)93loKP%oP12c&gaXSSPZb`y zI#+Y;c3EYxVIE|SE(!Abij+D@fL5yXdrNLS=W#_-?##VwTLZbB=Ov4GhcKVv)2+*;u=Bsu^3%;Atr>l>#kghKg5CDWP3w)N@(I zlUBbKTsgTeOSDL=YDx~(u$DQ19KBp9D@Ky(=?jyHX2Yq1_r zWBm~)_0$0(qtHA#?u5>Hu1XOJw_S~1omkvnF)zR73>KXUYD*+ef~ckddM4@7j%W8T zN$~SY3oec~gOVI%D&359<$HcQJbttA&Rb9|C)J6XF2C2J0o^cT!H+3wUrCLX-C*^O z-acx4K1(m{h?@&kpoXNbc|49nbR?s+I3lE!7*lDlD>PHejWXFavHHl8?Qn_U8HJWh z=-r!7Zb&6xmrEF=ijS71;QSH~Ag}ePE6!NVYTtI#Geubo+WfYJ<@sD%A-KiW1_1Li z&80>o$=&=NIl|h9&hbpDYjCZVRiA~%kea&bmYnFKsxhj$$`1~Q0lCnj?msg65qL40 z%lM7Ui!{wntN1k80*fJuIWQP&Z0Gh)_a4t;@tLRW-Z`h{s|PA`=$o=CkdSh{Z|@V~ zys|f^_Co;ThAnb^Q$0<=hmd5?mpXOMQ;gATGZYlz3*%H0p}Bx0epyWpj5CC4NDQWk z3zjK@VmifLYxV)K>~;>qMi?qO(&UIKr}lz) zPSd(bNQ2L5Carj>qc%2$0hBDs)8~oef*3KAR?*95;5T+ej5z2p%$Q-`zsmVF$I98s zWD;)%)$%pAFpS#Z;A|!E0g;Z;vlD8q4+(XBB(JX3bTnnewC;v&Cgd5=uHZ?>uG1=j zxtKSbO$*Tzxxo{t+$L*<)ANk}5mp}6y>H^!>o|6?+`7TdxcCYzm>pmBE?eFygT zDJJ&>KY1iu;=o@t6^OLcNd>$S-PsS0zIsu{C;yp>Y?%UTgu_)&)R$(5e+p}|A?S}gTGbyU@(CRM?w_AzL|i>t4hk@xpjLvjPwMU zs?PN((@A&g)`@IBr?o9IyVXS+d68ReoJO;?X5BPXXhr4NStV zbPIhH9ff}$qNze>y7fUZCC%If_9^&}xz1>{ToMy842yblZdLDPX$jwR_Wt{C`B(O4 z==uX1o6N*J$Ysgn^Fj0bCD+}kLAS4+`Hd-;^?Ohkl|VO64Q)&Y_c~<-n8hA?_@GV ztsDm3Z5He#I^~p87tpPB*^PU+>*a*DGVipVV04g2T>Cn(diMeQX~)3qR_h?;r( zojpy@>AM?rzf1VK6g*09| zPZK;Felo z#3yakJd^x`KU3ZqT$PCGp6GJ7Mq!R^sH*r$* z!`D|!M0poe)F!BEtzZ|F@YtXBglf5#`15>zHPh35T2|D_17=T zb2D>24bis?L~yPpj}C3=mW{3Eg9d+J-KM?HSM20CeQ(k&4BYG}a7#7c^yFDBPT zJ#e((2AQTH|4|HAm*b%MyFKXpzTIMs2`<=8-v2j{f=r%;B2-%OO^}P@z>1KFZe~rW zS3B|;OZq%Ej(5qOWKCLxdUV-l>@RnDBc$+Kh&qy#!&!_C8K6@82$ zI4VkJ5as2B88Tw5Fbl_H9o3A)(W}vMepWisz#DfW*{D6awYqn&8alsRRy@BkLd(F)VVMU9)&N2 zoTEd9>Om#Nw`y1NzQb85FDPC})Zi^zqMYGIM2P*LrJIa!zsv1pEb}>}Q!I_e{I(&S zh>|l@X~QN-$K=1IuO;TdV%z&Td165Vn~+S3w*%S?md39cUXBmCslK_7a9@9| zuWWak1-+mw>`Vs(N6(lNHgERtTT6hNpC+r{Byir}-pfn}@Jj2Bq(c$;zZw}A@&0s@rBd)$IosVn?nMU}~8iYUU?Ma*rmYue`CBPn4 z?4PGTIaMQ|kfq?mpw0ZS$;LaUtM0_}NsA-(x6Rb4NJ(?AGr`bE2%jHUH;WlPFfMrr zLExB|cZE9x=?ScwW$VPkFB2g=GqJW*SqQSLigPz60Sb{;b)szPIKqgP$!o+8qd;p? zBIA(W=V?d)Q?=%PdhXV?5}~1S(JOJ)=Ur5Ky=l`qS@C+ww>BT_N`+lsHWV2cjvlj1 zBg13c7hw`XA&K(`GdH4Ts0!e7pTT*J2T8&$}4 z0d>!&XxKiO3rD$*zI{DviQV?fTTqpJu&h?FBxV3rR?JAjq;~7A*o=v|L?u|Y7iGhT z`7I%z+9dB5slsJ+beL)I1^?SzGjwU${+vE-kEAJ)$=qfu6Y7N-iy0(~jIvKBi9Jwh zq0iy_*cWEXb$_pa5{Xac%#(q-m6bOa#nrX{A|RLi(R*S;B74g$-jGyXAqq^AdJN>q zSM2*c6=Si9(;Yy@fd)>_?3-DWJjE32OOWu5L=q&}?fIKnV=;ew|6s0X@Zmu|1Ty10 z)036c;dq0Bp!i4s@bIf__iEN_d@Lh$OVE%`Ml~m$wDbCLZ*?Q8r7`6aUd`4_0@2_l zCAQn4xx5dYACW0RY3em0S9u*idASp!YsCPXyg2UJrKFMdINmVVYq;gP+R1*nVp;19 zr~%6-;2sje9jT;oRT!i0Z^x#ifg*;)ykM3<1GMjcRk{eH%JSzlvw5s1X;N}r$e_8& zQUF+r)5+oR!O^hcy?t9I&?kiPTJ~>IX0a^Z7KiMK``c03{9}_dx>&mHbCmH8eTL$C zD|HFV7ae&UmYnW9CP|kol`PL-YiDjMsq97IZQ{9ae-EX-YTTpAV}d)+PD&K=k$1N# z7^)Aym_}dL;{!D}`f*B?Wc~o{8{-AzwR7|mBY&=QMm{sE+09-0j)nBI@5Q9$K*%d_ zY>TDUs>hzAW+GClt4=76F9EjWM%D4Mt#WN(m*eL3M!~^D0j8zluC7)No$4#;6nyGh z;t@+;5dVq9t-ndIKsE`Q&@qdJ2=|in5=OOl<`0!~4@<_DXa~~6-!y8>Ht-#7u5v4o zaooCxWC;t2P9i}A2~U-aUZ&6Y%5D$MDrj<7)Kkn^msnIIGz&npYZmdTxU0g@uFTAu zH&~Z~;M#9I>zEbc(}yW+Ax(@JEctksTrjSi-iYM!m(_+$=$vh{?e4j%$p_fHk~JzH z=I(g|TV;G$_|sbRJeKR=@I*;qY7V8jyL^4kO_~@_NH22jh8r)O(#mc~MutnZJvfr; zGD^0-@z}$P@U=eA2E$4rJL>rD`pr_Nzgt(BO!;OOTnVDG!$H4+q7_fVnURCr4Tv$# zQ;fB*BA(D4vq)8m##;7s0)5&bvm4tQy^SB$vBEpbHJ(kT)+>ZnIpYEz-Ne9Bc_orv z+*xjT@+Bq1+F(14zTrQAR8i6ujqLg~HH;fx*1Cd(aiY2L^>wi%Ix9)fjMem=0`1k1 zQ9bbl8kPO78XA{eu=0ELud<3bTS!R08Tnde9@h`L+8J9wI4i)7gfJvWZIb>(Y!x_0 zOS%6UKWw` zkX8+IssY`YG;-l2VrvHdkrkA(P$jhBOfnBr!F}Mjmx+H0eC{!3u zH@lhqr$~Q+Kb0pl#3aew=FDijB=PlLl$X7{Kf~bb{382pmg|(JEso)rjL;a4uLGlK zi3swT{Fc;lqe79G;bHm1NZ5h>gxb;5jDHZK(4_vZKKr!$s3hW*F!!rrOJM27A&~x5 z-f!;GULD(&*j!%GcrioTWA2xBUWbjtw zfOyep{mb$IyR+~80vZ zTc9CID^p*gog)#J%++$S zkeC&&jlZX;vYC=@CrBzowtsHGtDvX$J4% z!@oD3DJ;G4w83EFGENgZjs-z~4D?8xh%ga?GH@EanMH4jOyP>GLLZ9JR&-&LxW)yi zTgHBxc#kjY5aTrU^b2v>?XxfOsMROBhyrNIU4fr@1ZIp;mb=UJNu)hK$JUI=gsOMN zgRYV!rk(#~RWVH6`nf%lvule_gYLs)+I%m2R&cu_IJ?BQ+f}1+{*{idqf5wz@aB$< zCbiUL#kVjgi-+0DKtP+gg z2Dva2+mzQ{Xs~R?Li5dLjm$HSH71!N)PIn@Xj`rlJ8;xc$<^Y=L>3_NKB_IIOsG73 zG%{<|d+g!vK$rg{@q@k$9FqCX131VOMHy=W&LiES^p)a*!whk-P!45kZ312$*#1xA zG^0CJkJz_d!iq%QH&M#=nAAnF)g@w6oA?W^)J-c7B4!_c=>BvQ%YOcx)z^_O58`V1 zrq4@h<|E<6;J(NFW&o$b8l6Ylk`o?Fc=?0!l+iOCxqeOhIt!bDkx z-h|P;*D8-2*;vgROYv{O@js+C6w)JRDKKf+RH_bUjysP#>U=0UGp*6C36akPPDf29 z6$|p!D!G1??1uR6ZNhVaL(fLP6+UyIfdeK~UyPZ$411Adluqq$u%|eF0Z(`7$j(4# zMDmS%cg?sSwtq&_l-{PJovT%t*7RUy4_{N1J6>HxdUq=Mxsrm}{AkHdZ2iUhz^Y=5O|>zFaCPSIalcp&dQd~C28Y5vdvr>LV= z_}NCg43kgyI8xarePIwP^z71*r2)@IuT>l$1EyZc#I~N8lFnG7wGv+vRXfiq@AEDT zM(y{2*UuE8y2xRGarW!8hPLb)bIj<78S38WvsM|6;jkeU9$kCB7oo7vk62EzIfxVV zlW2b@*ViCIekigE(1N`F5B193m$cNSI;9&YIkSfkHjA;gW%Ic&1d;{n>k9H0&$gDR zF^r0>Ft-azGydH6P2Uo~mDH@6uLhh{8!zV*;svFwf(u@o+P8bx*E_l7D6NVlGQlL6 zSQ+@>>lx^RWf=8a1r({@uPH6nk9?n5T3_^@fT)rV_T%YSQ0(n{W)wonLG*3AQ_FZ# z`PdDMyKyTmsa_NB-R78OA6X|)l_L1Aw9|DrFp2!q`+?{DQ34GpZJ)_W@zNWkTG3p5 z+)j@USGkJzps6M>Mx<<#l;vWfc!$JCu!;b%Xg>5v`9+LbNI4d1SSS%+@3d)|?Gmf) z48@g0{6_pE>y1>{))>ZK19Y{#<`-wc7|i&R5oRCF z`c6U)<%#^7j&R!uooG0Do{rL2*~_Br*FM#AN8do9VsAP1O+?(vGi|x)r5RlFi|nQl zDW6G?LLK$NJ0cb?%xx&u%p0J9JB@T|rkfAk1WtzXbI-pM4NK|#W0ly1Wg;b!_nD)*jjpC`szQ-6L4|Xrk=W9h=|gqT z-CY6DW8@FWP?gIOqW;{t89S4zj7~a;huoxBruwQwlJtIZ6cJGWAOZMB4>48za36~1 z1YI*N!E5g^z1~avRGUJJoXPi6+L}b}Tzd=SweER`2JTkz#7_?zv=^byfgWT;%m+Ii zCRD3hTnk%bj)<)Z@fZ`+#5_(8lBua7VZTtU=8n}~7$MCWOZjfB|{=NO#LV3!$Cfgob)S`ky+0eCfdqv-MvmYufwxWT3qUM zFXplh>>wnRco~BZqWVi$saChLMmuL#_$_oA=p82GmQjFHG8d=41Ny}a7LT%LAnTIB z!H-nU7q5mWc{O&R=C(WC$E=Y@BUOi#1Q-~L^&K_G-tjP^F=Lg-ueNN_ZoX`y>*5$j zZMiCpzcs0HzrgVKZM6RvitxYJDE%LK&`eAm|3wNi5wNha{?8ET|D*_6S^ibq{Ezeh zF0rvuGgDXAXa)rd29Qc3x~3}37eL|yJeTz>mJTC9Ab>0-fI!PsN+$YKEP*L#G3bwS zPVpyl(JP5ar&uBh-Ry*t`PS!kPRFaR>4nQH?{ViADu$ z1tYIKBQOb&>>vOF1SeR4e{itOf(ZOkUlReL6G^WBsDZ(l`-OWkaRSbgJxSuZraMdi zMFe<0695WO(BuFCl0OK@M^yOG5P*vsPo}`I$G^X|&;^G)KF{Vz3Iy=a0@(N<0ighP zgy_LUB1HcL_?v|)beNl9Vhe$z0wg4*zJw!(`8CpT? zkbb;65gM3ze&t4qTF3Z2_QfoZ+<25>cf6gmWDYF5G<>p@$spE zIQQ=2_z1x~`j8eD{pe8n6H>bXi&@&(G_fOy6Vd?kNcV68eC+vou&D`P{gwQ}e#9C8 z)j!x1!1^EN>x4Bmj5MdJ?(WPG2$ORI_~uC_sSy;YJ8h{t12g%_IO~ z1wFB#KP8>83>Y3W} zj~FC&Sbi{x)QGWym;f?g*D2L9&LhNe9pq_byMwq|0yi+{>?H80SKsJgYce^K?mX{5 zKQ55tz`uIYLP_$dNar!mV6e}J*{FfrkwKNceX7SDq--l_ZmrCR(N>% zwe6p>Ow8U2EwyfR-foF5l0>KF(>sa42e$0{uPivDj4Dc^L5`V-&zGh>ooyoXPd2T29wM2Ervyq@nVcQ#VVm*GP*?vO{$ulncu89%$$pJkM-N=qX6( zSjMv#oX)_!LV4IM9WO<}z-(24Um-aV_|Zj<=z6>r(s71n`kIrg!L~7RHQK7l+8rO( z!3~C#8bK-}Q3Sj{FD!kAK)3OAd17<@@ht{}ceS=%l`{jx9#jOd3XRj0r;cV(rtvPm zG$&VMn@gF(B|bs4x}rFVNS79RJ&!~jZ)kN2mfszxyU>LV$;((5hh6%t%riiMA8m9O zwMMAkA4HLa*rxo8P(uCD3wFvPH85?2;a2$a)tk@0G2MHd^Qm)k&-YciSJN}_>B`rq zQKodNLOvWrJzo^VUGAqs%MM8=)|-R}OW7!DyCzaJyf4Z+HN^LRaX0rr0}OMCM}=$M zzW1scUDv``mZuOK#CvNlw)Yn)c{t%XcEOUkp6}T#2YMRS{duJSDoOCRw=kEG`W6~F zfiqYR9^mKwY&Qf*#}zd*f%7ayV}y(_fE6*0|HsMyI5-0#shSds>s8aA|`2 z)oyFRJdB34t4{lfqz}J&g0*WZxVjAomVUs@{?aHn@;r>dhHAuxv75dW)fh(QmC#zZ z-};Jg%7~cV%G&nD5@B@wnLNY*t{H{7a2KQjml}GLjtINmx*BOB#T<;epxv}34$XVD z)2>t~V1(z=YkG~(6N7T2~l&c1+EB)fg5|Lult3UR6 z5C5Bn$Nxie{IPPOEAC%cW^PAw|2O28&CqpbMOzwyghk+tT-kR9sA>Q&;j%OjTv+SG>E zmY&TzcVOQE=GXDXKz6}C_t{*Dswp{6Q4BWkvrS&9hiY}hY9up6ue|yTKI$ZpBJ+d= zA8Kuh>JZMHe`k*~KYhqTA!KuGySSrhg2dO6v9`n|(6id(eVEX3Z*X5o6=kcpl!2tu zMu)$xp@Vb$4Rs9OmAlI-WFoPkdKLCnYCYt6>4eVJhb4ckX=w-VA=bI|`4Bl;p)X|> zLB@n{oc*ZLp1saH$_d}oP?e%KQ7D^AU$u{IB%;xSgL6E>^yN$aP;glgeYB>`O8#a1 zJh#m7Ze$opR2yQ!$WS=`(Ke!W;4_5m*B5Dzzo#*(^OV}5x|GuArYo|h5N zF6ER#*7^Ee;^(W@lowHZ3cq#kozf4Yc9EozVxPNHctzC)fZF?tu59aXr@MsC@o zK^c?74>elXfu=MXQjK!Mhb_E4PyukOc-fh*Pa1 z1IhB{i>Ij*C{y=&(7a9zvMelaXzGo+6PKnUESAxo-SY=z7aBtQudXHPt3%gz_N#N5 zwtKLDWY@6SxRPiOi>A+dxttl6N!>N$LNobh1tUo_S9w-RYC7(k=!A-FjzDTSjr{Jy zxYGD-{+Z``Bt5eRAF2;zW!ROLr7VePm`ITfHVi6fh6JnaXsgicn)>=hGBetTH3ml( zcmIHTc71oatbO5%=D1eJ)7_cG$fo}Ux%NcaEct5A1GwmG_+?3^*>x70h_sd^tIZUR zQY~${s==0mn0;*jc#oJ>vR!b{<_t84Rm<0`POC&5{S=`#?RWg1Iv2=6xq0~t%`N?D zE#RlcF^-(?n!8Fh<-Eb#cq!$XF0=`e94Zjy@_eOU0#0rl9ae?`GQVESnc0wq%ROm7 zIWAPR+ayl~)8V69+;8(Jc2((c_W{2eYqwnoJO3B7jpvO#iKT^S6mX3U_en34rlnRo zo;we~X4phg;TnjFa)76`KHV+3;lYP;?#V!8Vtp6(>Kddl1F{c!z(Rk5#xC;=n&1f! zh!y`#6zg1koVGOa!88$ehTh64dTx<9%fr*rKC40y>^;iiIhsW_Q}MJc8N zWm&^Cqx-8JAaIC#xEN%5UMTOI-Mu*LJW@l7sk5!&vCapF*HR(2>Ra1Zk3RGPYlcl? z2ut4{qt>^pYPrR5x7Vd0$$pruUB4@u_76Q5r&QD(*dlnQ#QivhM9f42W$vYi6;v3^ zF_607e?#|_)0G&Xp~|hw!oAn?4|!dOcm4E1KANgi{S(l) zm{&XP1^oztPN7J9xO^zw3hke1f>VfSLL}F{^9zR+UZb{8KPy%&cNZiuiYT$ zJvGLBSV^Pw#BMu+{4=h$$v?tWv8(Fa0>aI|e|#=-t3hSCS4ImR*XzTFlaJ0*QE`Mj zsaE3GnIJu9f4u2KsPGB!yRGhO&Rwp}v9dmu`L5KK%OthSIaaSJTpbSQDb6p3xrn<>eqmsowD92yb?7%RtmNR?@x|5j%o~8P z69fkuOc7p0Tgy737zf?s;8^Q;E9m%+I-M@K_TWAV!Og6w!H$b*Y8mo`!d zK}(F!WV@BmUX;5&b`!@m8_t$p^L~FA)ajrrUM^b2yVsb#Q_lXqW_S1)+g;7vlrj{J z+&|Q0NK;V#z%^th|M~&R*PV&!oykr4+K?IkR6%672Sq7mw4!VmgPRii%8M=2iteZk zs~eWAa-;m{7`Zyv3W%=GEC}WX)5gAGLLX$Jh0YsU%>_;)q+Yp4rY)FTsn89JTI5TG znO0Dew=ZYT7LRTbLi^runL7iUg*L!D7yN1JGqGFuEL)^dNY-483e~s0F&7e;&^?%MZx6Z&f#|-@in`T6w_Gob7PZFV*F%2G+>NMfr{w( ztTk**;Yutc4~q}x^eZ&!@Oc(=Y@)Oz*ty$+|5L~v?xl;#wTyfJ=cg;--=@Api?YY5 zkeNdq(Grwj*h?!M8{Ni_=lO@>Op|xR1!C1?KY_HUH=1JkO7=vty7_KSA4gM#rSYBd?{esQm)EJlS$VTuZO^+GfGvl3imG9li_p@}Ec^AO|(n9B)RY=|#uT(!+0zeDhyNYc^q>Rq9?F0Dv^_%YHXUGBlGvkz=0Gcwn zCAAX?j9vo`WP*|`FvqhVXYGeY z$UT=<994zzwp+iKzyNEDC2L7c(U$L8Kcs9j5G}I%t8yU_&gx;=v2K8QmV!2X@xi(j zGk?COE~K|$#Ly+aB&s+21C_>>nnn`8VPkvg`~<}IhPEV?T-h%l^%=& z9#ngjb9u=DCpmR3$+sP}jDm&MRm%*>SSj^k^kQ?tR+BoieVe%MyA0dXWJSSkf zH-g#%DPv2k29gtD6rS^1^D=Faw9u=nH^TOsQH%@IbLh{t`@y+s+BSDLpn0EA{&M)) zoXp~4BttldZT7B(blj^iQ!Cnr#J0d2kEdRsuv}H#rnmI3r{Q{GX_k+Ng=>5sX--F= zWWg3wy=*I&w1UxMFjmt5oQYG+#d_8fY9x)2YXc}XHdL|4(!iXkxrOSp9BMBZd|0(w z=nX{GR!yy58gttwGt@}*B#(dDoR_!u`F~GTap?|GC=b0$E-8oryAgCtTLVuHFzE`I z@kH?u*R3o#fL(jv|A_LA6Tl@ltMaF$X`Eu&H}COxOG%N?fHLji-h~#ansHdomhU2$ zWT-P@mT$7vt#)Lik#1B3jIJ1?K9i67=s0`#AMAht?HieGj-{$v#FcVWA>EXPI%%g$ zFAeNo9Q?&A*258knAYx9^9C!Q>Ka1vRJ0T;r{3aKtH>D)e$jZaeE4t3TB$54L# zmYk=c=&sI_=dROE$*wWWe-G>TZa*G9tt)o4s6pe%eNq3cZZwFxM2&huuo$PK<*0gPLjt0!JI2NgR*tf{qtQSI z(p11RhmBo&3#a69sYCchi1+-lY0|!eIz{eEv=ySF%V-g-cjV#FMkF~89|*xuR> z@FG|I3}pFIy!DgMbl9cZyY;Nr?A1_j8+LK2AQHWB9g-}YgW!VO(Payp;*;()_<6=; z+fOmz?q9%|SPz9h+pCe&@tNa}0d!)07S7{0>BRizHF~;RkiNK&`oND*TGZQAReb0T zZHKXSeVk^ug;|tk#||nwPjv!w54iP^zX`gxjWZu zj`ueAvG;X`pSiEa*J`yo!;V5SWd%cI`bt(H@x^r(h9-Kt8-Udbj1wH}Pkcxe>^x%s z^jF*XbhMCU1)OUu;5T@*Pz9u;Gtk!7{SSR%Ix)oAR~s3e^UqY8GYGH<4h|qqHUOHb zE}E^bt0@3A^Hg8>OKdj)qqKN^Qd3V5DMX0U^zOh8qP4;KH1t~;+uu3{C{h6^V{peW zY6~z12k@_<+Txxf(6c%;W_D<5YHt6{#f^=Cw1|l>dgCAX@P&!&1-PSWkw-UbNN#3E zFDkAkLKn?$Eh4df7lA9X*g)g=M@?dCiYyiO2pL-1I8tZ^O zG}QpNerw8LfxqWr@4swQ>ls_X?mt_t8Bs&O>c2m8{^h@ze6WA_T2QWY21*G4o`0bp z_$d?V*w}te@;>&wfB9MRY1c=;{SbeX@v1JEb|Jsw+(7j84U9hFWpknCo*u1!geK&A^;lKGpW|>noy)4)@mX^df$)zw=r+-|7Sr#$k;k8@u)G zCee-mpfCS)i3N|R82AOI;QHK=9l%Li$p`-ZERgcY_+6sa@;yqFc-J`QztcS_Rntox^MpDUAlpsNOV)Y0i2wRSZ{Yfqc06s~m}Y+`YL z+N*s%WsWU*>tj>nRn^obQu^jG5(&z9LyQQYo0$m(LtZ9KTu>y{q-Nq?qZHnECgyR# zlPB`{O6FpioNQojR}zDV-IXKd;uLg?@0#L3l;ONMCP`+_1)5g6d6xRyH>?D{-2(ou zoW&7CDLgM1{tT5P9GmOa?q^mw*u;-QKlpAOXRRY&Jb=zkp%zqGwl@2ux=xj(x%dIt zaPDq@X1u4VA()JHQVR;%JJBwiqyqC?yt3g`+tmm0N^HtB`bc|g_^hD#j@IA+7<#?zBARRw+6eb1`PB`?$gW z-h>?bpK!w|$xKF4*bZFOmN%de0j*wb0wpx*tSkBR^}%Z=2CRiht3?S6x}Jw5U}zmG zc~n-maNqBubGkEoRxR0=AEk}piAl5a$5z3)z6>bix4O;hC8@LHo6pLjOR0fRrumwh z+JFdaYn0KVq0xijJC~@%P6RnJTJn-1t>SLrHcI||=WOT#jaMb)ntF6HP89wpG6UJH z>eYl7v&;uKSgJ1-p$Osz|GBn^zW#!=_O+uMBjI#Csbznk6W7c3<{kdf3ZO|*Iei_| zKAu?Tzcuy_u%ZOrmhe5ct$S?Swr$(CjeBg{wr$(CZDY>&zken#nMr1nPP(dk7du^D zt7`AHl{9`};}TVc_M;cqx5IgdV&qywUit+_Y%*s`2mNej8?A^coU`qcl+X~HDL~f60P&w}Vnix)XuK&N1-81J& zXvUa$rB?twtt)~p*?hF4`Wc$UL>Uzhlucs6cmLaA5utIl_Y_-hulxr?iS zS3hoJI$UbNMjH3|`nXHO0Ei#F8-Z<|+oc16h9Ed@Y+te@%{#j0TH_eG(n0)3Ch8{h z2P}h=5~9z|H{Sd9$w#s1Mr`EDh}hPIpxCXiq8xghs^Tt;PL|n-#0>v;)!GCTbI^4& zr+EhrK~?8A=CNH)FUd7>F6E!yc6YGl7};PTy3{kl4Qm?#rDGs5g%iyCjY>?yuH0x* zU8itUKqx&f1`c7Zw~`f+L5CMswt0V>3n?6vdfi*1(yL;Ie>A#z8qg{3e2!2_ud}L| zO0N3@U}J2K*%UkF%IsQ64W5DeOetc?(wufA&miqOv*#i_BhBLqcWIhXUJ4_R;yxcq zZu(b46;C$b?9FpIe%cboFEj=DE<3#HCNFy#V$&<>AE92wmBjC+4aZic$=~Mi~B63oH9L<^hQyMs1 zLayJ{_jS*=^11J` zF&{f1bWc2Bu+_PR@h^GuqoXkFjj^4{ii4=LaXizl#LS*R(%A;05&s=eg z76xM+Uqlg5XXsEwSM|;FD&hS#2z$;IP9;}bIu3@ofJoweC;od%Dw3L4ZX>iJ^Wad3 z|JRZUZS!T%+0C*!nUp4_=&wrOmkmHcn4VI#;HVHvopdyNqg(&cILg1aJfxQg6RAM- z`hID7P9MkL^+njBJIp(E^V0*X=0USXbDFsFW+csWyGm%w3Y`7N!|t1Z>~O{LXbdh< zL}>q|r4uD=;T`!U2bpe9i(WA~@v#rM2)m+flL$Y*?0HZ@S#tzF&Ew7rlX!J($8C zkLrM@ktC5Kodb!#H}@EN&3fK=+mV@}j1&~F!my_`$Fceq(CpWlV+#p+4D3D|*f1}N zTBmJTGyI88V?%=Fk{t)TGA~1mu|cFMm(Yn&I3<8`Tb0I28ml>Q2;6zvO0^$Hl6L|Ae_M#wal^*3+h@Y*>{f!-c)|E^HBmVpq1NP4CkxN3x=oHR^^rG8YL*Y2e2o-!e7%2yEs zO?>d*^PsxxCFg=g}*f)tZ#Gtvq#cs z1D;yBMLq^`Yvgg*;a$?`#7H-@a5Ys^6+*_D-9?Il^m_0O^oi zVpI0wwfd;yqdDzR-+D9epffb*K*CDMy$riqGq~1a3@Z<s#FOm&>YH>1krIu)4-t`A>S5vI7Rm5q@miu%Paxxl~v$N zJYbFswj+;s#Q8I6v0<4IC|esdbGx_}SK3 zlS_S}x*4-Y2OjlF&>_D8rt4CSiSH~5Xt;eVxQ@*EuRnd@ZQVg8tyt9Rx_J;t1qjN% zqi5ii^4fI)cdimRc549tJ&wyiEruCuhZ~`T9K0`aVzA~AwjO*HE!UH zK9B-v-e(Bzn;9bAGy#T`J0XyfJeDtiuf7Vjj*)e^7>)4;rN{KiK9nFv&*H>1FzfHO zk`bkBa5p3p1wx-YhmccWtJ6DUmh3YiJO>6?c!jd7Z8!HLF&R}me!=mfD)9v*qDHz0 zXcXa$Dy2a=Ei0M)-=frgfoY=+twvqncDGk@!AK+Ni37#pdqjGjzuT>90UwBwgRih~ zQISL2kB`a>OB^NC${VkB>AB0KViCNuZJai$xu!|iMh(Jj$Upi=z>k4wJw zqlY_$X{Ee55og!QU-@P1u+3jm>;f7xM_Y^c%iC z0`(-yZD*}?$7N3wMDw91;inZ33$Q5Hio}nNStopI>iyc%D|7u!@ z^hB0yl*9fi9j(0m>LtJ(+)hUfj=UAkJ+eg*b*C}0rhIe6j*B__|8Na@egkX!fmw1Q-8N z(zY4>pLtE;llL@-O&UQXP^r9=2pX>nZHX$d4}mU$ttk|bqSPb83yNeQ+1oomH;-*z zwTf2tcowaJz3;ErztcH|(y))Rp1`YNnJ8CU6|WqnxHxN-OCS^n+m?fA2B8mfO3F*G zf5f66_0$?o5M$r3^2ZodBtT9eTx*Rgnf+WA)t_dV5<##ZK~VFHr`=f>QE(nnMO)g7 z`k$+R`WxN{XXZ{tGOL;J5b)vP`1EsU(;}?-vLsJG_zjSEIZ-S=i0cF7){D}S-jOA+ zBEiPBFMizs{>4$ON2pDod^`KvEBbLe#UVuVY~qn7i~Lx#wEaZ@uB!)8!){u`b&CFxM{aA6%1ZAfk|c5BX16@WSYtKusS@tdO2uFigDKXC z4l`gI0*mr#sE})2&>L27-~UHMqLWeX_E=JtRGoHA^>kYNSsY zKXb7QJhW)kMyOWGFp`*_laxG07(_yS-~o7#bqLUVl(wsFD^FPYBim8Epmym}Oj+~! zVUwRSNP-)&kH1s*Qg~VyrwYCv03T~I>wLFbxr!Ir@q1_)b^2_`fIgUd)mP=FTf0d+ zcU7-YGdzuBw$d#a_C!e@VkDTBT#e~WTNYa&z~y~}NgUndDI+V1{9O!*$E6zi5< zqRZ$so&u2p&BNwy*9Tx3H)-GOxtFjvpsTySLIi_FYEJeDS8^e7y}UBGt+JH?B6{WQ z6ELU{s~cv>I8sqD-_r4h#V7^+UB%8=FrrD*Zi1yL0tM)vV5vg#*@Spf-5)@iP>mL4 z4}Rd1lF2eE;X?@3tykfp=sBWB;(2W9r%nmCpA=1gm*nO1kU<3OdS*;RX%;s^YHsa-aIjXyu$coIhJ+y7D571_lUVD+QxsA4=4 zZKkqoFSZIO-r6n#ZmR0k*yxjE|y+iFdi) z63IMwr^RI*iK~+3cCqw1KG4f;4f3=#y1adH94rl*!M zdzHCS5xd{>o*+qqN=epH4bKa5Togue`%F%xNGnH0#P*rzeDqk9bdG|f+tsBUhc5Tq z1VtVi4(jR%^t-%<2uf(36Qv-_(?(&9AM5nnSFQky(D{#*2IWObfPsYmqvK0 zPwdOJZ=E7w*DZqP_16@^GykO~je!8L37Ron-fmGW&>yV>EZ<}V`K-#)WE=BVZ>)Ni z`LV!tNJ3e3S^D4wAvy#@*R*6|5fb4LYe!x0lrDFv?RTQ^)mt!?Wu#99gk zmCE4cFV@NqUfdViWdxs&tf5FzB5Ig3l6UiBb(a*rYdV!VeV7t7#+8LZ2n`Mu+i2Ro zwfCATMtConsbo`{muMff17lUXHn=GsvLvj152n;zUdn2udhodrmN1Gw@Iu_NuBSC%M&-_P<`*K-DBK`qu0x=%ub^NK^J=A@qFfYpXkYiB-zAn~fd2 z%>IiYfhQ5=GKut^HOm1LyS2XND%6dAtaNd_0I8%bU*LBhvR%y^d?@ob2~6V2XZ$8& zK-7k72@07*B5D#${sSN^-&50dvM{a?e4vd-Bue&Ig*RBrBK(^RyK6@jKvpoolaX;* z5GN#-&2=M@7ZpN!ke0)?Q!zVYMlc~V)|={_Gfs831~0~>u=ho1?QGatqDFFT{&tM^ z8rcxm3+f6598SX?^Y>Sc8N$8Zu~67-TYn%CIOlqqW0}2GA;u>L1%^vatNHJ*6D0`? zey6ye@(-;3FXaj^O12DB$?xU}x6#3D_18L#RuaC5-BGdQ_u{hx z=?zejzAgU`-fI#vX?&!8+BnC|R9P}}8*Og0K#2uRH0=hY*Pm4AhwjU4?Sj=}gWY_D zl1j7An&@K9;8mEU)Po#O^{`xTnmW5#c7*%rsHV|=o#D(5VD)+*2Qwkul?)R=58dWkZ@N)pp)cPK9!*=SmDYOKsG_SU2L?i1#?wATyC{*74VmbmLqu=&Xz1;%MqY9O|oc9iWbqL>A4}x5fB^wLp<4 zV`v5~B9 zCrG==dN*&`8>!=@@un?iyWdgqpzwXb3z`!Zr3F2jt_? zTnbnv=Inp@2N{8c0lzVDWv*MX zu^24>UARYbpf@?FonZ{=wC$?7e){Jf6qpWW=gS}IOQ;Ok)>GO^t+%c58HVM+EDonR zXk6bk;K)`i(mcr<N%`JdN`aE8^T+=6fVk* zik)JB>+%0H(#|TRY&SjvpenA(Dh-P1e=qe9+Z)S0T!PK5yfhKQxOWGvWG$A?p&%wQ2+sun~>D@h_Qs#qO~ z1`ydYqxdd{8$j>WxlaM>7_{J*;c6@z_UZ|015b@db|)*X29Zc$+Q=kZL_|MbVLrdL z&*^D6Ved7hzghFg0&%#>jD%0#Wf=QS-DaK!HDwEmZ2jO~qBCtPHTa=xNFoK{C5GE< z42Hseh4D#2))@F7M_>~(FT3T3X@tIhJ8Vo#b5cyCN1NAJ@IeEam#%Z`qTw%F91(Vn zuhik=g1a%S!LuVY{>1>5KNxef^7lKFxmOqd!V8)r{{dYGxXj}pdc*4p4x~jW;xk?p z$QN|$zIlZnO4o2}A{Pk_(DDMax?dB$BjElD&Z2D>qB(Q+?=*1>wU2VJ7s%b@*Fc;i zJ5+wRH4=L656ralB`{y~L}7o1A;X^PDl_Rrcj(m1*f)p@nCN6+iig6YgiF?|_T7ht zI?k5(HtZVEFmooI9tT3K7WL}H4M+Z^g}Di%O!#quYSDUEcos742_=J#&uJXTdiEfI zq{!W~NmC0LS2mV<3)SRWrz*Rb4!$OQddy#kO zkImD80vJbdvV@(Rj*39UY2|+G6MVmn?lwpvjy7T&rg&u6w zk}2jdEsKPRAQ<0H47b^vBu%sr5XgY<^IKSM+~>}c`^7hHGHVcf2AbtgO8~UB*icrY z`dx&vzyr|#E_}dS_^hy$pK7=(dPEQR7E|{pSTJ|Sr{DO@jzcx1i)*5Do0({y(i4z_ zoOcbyVhu*A1(~s!q`6?|(Og(sfv~cVKJRMD`u6uHoG;Cw(!2fnWm+ho znN{g<>?s6hRxrTcGbE1IO|@yS<7r3Z&E7GQfnVWW0_J$`s7P(oU=}4U|0m2v0a9H? zEFSr=PfcWhUH5nhew!N4-QQy!T|G}B!SG&Bj`E;5yGal0OP zvaJNXp563C*Q?k=vSt-4TMEEaOo~#K@3GA9fR`Q^UvRWJ@gzCaOd=M0iVxPS;E zoCdpAA#;uh$v;QsU|aWMhXeHpOVE3g-L>yTf=)zG$H{B- zAm})_##l`tWZ+jnm05#hjKz$r9e`0B;|2z{9&unAOy~=F#~ek|Fp;7|W!ZeWHbvzo zjlPQhY?FP*6AD~SyMc8xbi-!N(HxcezO`Rj7%58=e`(03KO zjMzXU3JW9a@uzd8R3}JOf%^Ab%VtONKu$V0} zeJTW?Kys6Arl&;@Y9JZa-hn8jdxC)X=zHp;h&CEbRNgpPMWmb7H?T{bn=Po0MX1Ua9``1Ekbh*5s?0c zv?eT;pCDFSGFck2uy!N+Ytbd(gxt>jWEmVne>b8Ei_*8*M*RTdF@1K3E5F;Vn5&NI zhedMPCQ3M!!jT;>MRA*3qZ9W~FmfFp1raJ5=Ja&0_}VTZ!RX}uEg5tSgJ`7vwS zt0ZP>EXT5~@CK$;{zd;1Mi&f`SHrK`YmUi_8t#B2(g8U?p@Klqg26neBm{*Cs5|B4t9hZXvk zF(&Ai3T@7gvBQC@DS=INpY8+*mSJ*F(PXhb5aX~c<$gX2R%JIs0raDb?^ysO(v zQYa2oz;vTo1NES!{GHCZ0+H7-k(6x&uVS&JJS!p+1@Ti1wH=WCSwERuPU5>svH>B| z1Me8dC7(yw?3O~iT^}tf(E14R&#ULnDynFSdk#L~IMjgn@X3DpnNFjDhwNwJRb0dr zW}QGXd`ItK0SD`(!bdEpOG8w0qQlsfY;yW!>wd0t#@0R4L&_mW=gi^};&SPJRIxz3 zvNBB|L`uTHGBa0&u_7;z+qSJ*lJZ{engWmzTM%vi=CL&C#48Wjofbr3hU>Cx{=|0l z{(ExgW4>x@r8ap~4X~|LktbeF6Rp^-_BDC%c#Vp{M#mkV#q=q0{gjGno-lRK9%|cd z8K9;J?B~WW#`OBXkU44Nd>wAf*Zg2*5?2EE!Qhi4z`+J*um)M$k>xcd*K<^}8;SHNAu@Ax%JN^F@T|&%GSt%8)=qJ?(aI#PQ(m02i$@g_$-9)F zW`mCQ?hk zGwttyo4&GH*wk_C$s0&ip1qWe*C=Bh3)^L>Y9~UxJ^|Uvl_9^@f40N~zHo`bvLkOa zNE*)AN^u%)o|qK9PRe{t?{XpN>~_hJ>`08Sm%T8SI7}3^sOz`T*Qt!rwh_1cco%mb zCH*l7+-I#JJer_dc%PXPu6VGT84?4#nV|io+tRug(0(q7?*r^dM%FXU-)CLI^r7Nv z?xHk(yc>1eMJ=>bUrCGvOAYv$jYJ}z=pBlQtVI$NuI3z}kf$46S@HZGFLbzof)kn$ zueZ3r*mEB58+*|0l{40cqb|^ObqvtvY~_w>YDF}BP1;Z3S?2d~0yKV-au$HhZ^FfE zoct*HBz-;p6%BXX5vKhAs1xdFNT6Q1PpX>U*h@g-DZ+SAyQ`2pN_h&)MNM(+mhTsv ze2BT7onj^v^9C|&Zq>!qL-Gz6sLHK&D7sRR@&wg$K7RoIqz(H1AJoGb{txE7?DYSQ z@Ry#6?tjJpyLuP{9mD^-dYFPISE4&wiZQ*-ReMt9*Iab*1RYudePM`65dKuI6SGNn znmhW8)XXH^fkOZMMv(Owv9^^$oPlKf8Hu~KutV9RB;rN9!oU2D=xvLg^R1bOnFr1j z&+d~C?i0N$Kz26{T|`)V;xKGkC!*OuqJA$4`xp}B*)R|&1~ic1z|sMHy?S;0wOY_$ zxZt2zfO!mR0khv=m%##BZ6wX9lq-wC1}azrKmaGQLB&}wvW0!Hw+utxf|y;uTxN`f zVg&3!nPN04^O>2z>4|y_M`TEB1hJdu&BfF}d!FL?`FKJ!1Mm=ja1V!g*ogh$!{+f6 zV#L9J5N`4Ne0RRJ*dZzVC<2DFhX)Q{&TONG0dxbxlzj()TIJ#GG|sw$_J&eFo}_s9 zxVVWW;6qE`0kWl1;liecAnk}b1A}JBf!c1t#DjV)z2W_Vy%MKY#dybKzUk;TLyadv za}q$r4%6uYH+i9-CD|15QF~efKgLH?) zP?PEPi3j0=j<^uu?S?S3ZVvjuaRr8cH4h|=ZV#&fxZ?O;3DAfF+~dHB5&*_SkyVTD zD8Q5;kG`-3UUkLv@VFpwMS}c<>;bfpkILzQr>J9@KduRC)xX3xbtG>aFhwbJ>XzP!MZ+q79 z>P|OV(^0RY1ox$*?LPYeL4q@;0y&fIc{ouGi9_g~b$BJ};5mNFPhL}bSmwR5-eBLo zy0*I?jTp$+?^0J5j22msIlV66L^uPO@ zP!&(SZs#m|DDHiEFolN2l>ExR!G0XQsIjkmhOz{tUd_fFZdC2rjn7ssvFZ<=s0KME z2$cF?_t7JZf1dxpqg2+ZA#3R?Jxc8ob90*$3f3x%17#f56n*1R+sR?$kG1Uc zhpcRcuj`Rch>o{Y@N}6}xGGJgR;|g- z0v54)Eu|?2>gh>_M#`Q$wIq3g+$@aTA~KDw~gptc)cmN)HJ<%+AV{`I41s!uL< zp&SgHY|Ph<;k$azfrGVy(d{J<30*WqLMl7)%G=p8;#cQ!Vj13YQ6;3#*$wQLt@ zk4NR_MbFyWNI^YzeNU-H!8n(%S%mvG3YUD?Cxdle97pCu9H_mNwwWzES3%`FJw9H8XNHf$xM+J~uX<1VL_JN0f+~HexczXf1}bI5BR}6@13`4|R7kPBXbTaq`z} zyEH9HMC^72cl58BqTAa%Fg!xFgKrgVuvV?PWH3@*#2b!T+fcNfR!I_b2t}~d*Kc5ZNxAnp}t*53RbD)z72|nPiu*tP`PfdZx&p;4Bs!ybma_ZB?NOE|E(FX!F^wW z&LM#t*4-qXz5m~r7W8z#%Z2|%6(Z+gYvgQb?0`pRXJn#etVT^w!$e2JKu-=y%kS)D zX6rykPOD_@WM%w&S9CV8FgA4h4GB6J>pT5ElhXgqg6C@PWQJ$vZfES^U~EE8D{1WR zYWvH`K=xb4|0if}Ya^uZWQ<29#PPd2p`)i`V59#HFfdWl(Ua2Ak^ag_+Zz4fM3fx# z?d*(=@MuN!tsIRZY2}oJ)o4VVt*i|6ZEXJ20VOkYN4($bzdAyNr(*2j_**p|BMm(h zJu^E43o|tX4a@)R;II5|)1}N^jPd@{C|Z68L$lwgjk6m$o~50>lbNHjKAy|}Ujz#c zBMk#NBoEJjhVwrxEC1aggVJx$@n~fYEEJurA!%jsSbsTJM9du=o$y!~ng6E-KOQ3k zBlG{O+WwWsngbRqs`rWN?p%6en0JLk+j#QIU_H**0Tl)JtditDwD7nVHnA@6Nv?Rg zxV!}A^MKSav40dOja`Z(t>5*A4q05#iilaT?*VYdHfUY~-T0m;)IkE;Y5h97etvDA zseZj3NuE4}sq?8Cb!J1WYyX=bKarLk|7uvpL_djE0|M;hoCowUbN(D;3N+Y3xIL`4 zdT{i>YotBw0pke2RIqqgzi;6rG8QlB%5G3gX*n5Jd5F+o)yM~QgQ^=hC-vxoo`cp% z%3+XrfoVSyI3EB(u3>)U(mjw8SadWx-N9DBJNj0c-dA8Bgaf2k;YiuF@US}!2Mry1 zSVATzrcNS#d;dZNFXv?f4;@F+fF5P_*cd@yg-(+=zI;b`23Qzng1!!nSmXqUDk;LpAdx zI0;@{>}ktaQGfGhU%YtEXFw0+^&2|Ly)LhiXwK+PrtFVl`4ia!rUibzDPP#yc|VGI z&1oq~d-rKg+-)2SJdL^W0kX0EPy-LcAG#`aq8j#TBW6$yv}HwC=|W)4x@_syOdT5l-@EKw65g#(^z4apgQ# zknbQRC4Ze8&3ZC)mn%Q6xk^J5uy0Afp({L+r25$!K|USKnQ;|NtDsF+(3Q3&+YAnV z9#n4j{EhtH^3Nk7T`HWci8+#dleoq?GmwQ`3=QY;({?ggab}!65gc5CQk&y|=SIZ} z=WPx0(C!k)MzqLpM-Xtqmp=@M{2fu+K zX~@oWC4eQf)pV7djNPtMwPA79Xn28e7_)WzyK zWX0E2)ThHjdl5J0-wu1wYV2vCqd#|{EJ{gV zGh=2f$sLYhxn+McN1%i)cW@rqId#127$hT_FW*Yk{?3&>6UmT6@%7{%$Q!OxJW@Bt4kXELNW-M68r1sK_}ToZUZC~^_&y_jy2*0(J!ChA zu@a{}T`RbiJ#49V_mKiwWMco(NbUQg)KYmlFx>=wX_84~M*C!!0Tf3|6TqxmE1;-Q zXnD_T&Pnio^|R5xJo)2EpZXxdK-`xBEG86&?wX+ZR@zjK`pJj}A@SD?PLCJ7p-+?i z45H>s28~e&wV}amBDZ3~2I&BkdhjEUc%cgLjU4xZd(`jw`lyMJt--NYb&=x7U=SMy zLCVc6hFa}FXI|W#BBbESfOsm!eA;^33Jeeae%-y>WI?<1ZI@~tL9?733>uNNeA~~W7k1*LQGN2W z%VoN|d}?Wl!ni70RtcMbpmyX=0lFrRBu@7CI{}Na?s%$!w$-z{S70Y zqhFku*=qLAusl#nSJcQ-$)~-Lup%bu%htyfDTq-u)Z#mD6Sa-}c!c3V6Kp^;X_}4k zJckr{F5)6cWk1QPo8xrn4bKM1HyD??a-VvKNPwlrutw%jN>xofaw2Ri>E{|vb?#J& zwdhF$;$2KYyJ6W-B=E!5XLWOvgzZdv5bW?5hblyR`K_y&g|VR}s$tpE^FTX-gy=q- za~nA@R~fbRlzcY+7-M`*_#K2ocQ@7#nTUbroeB&=*SUZN3YHgD1Y{Qwt`n}uLxNcJ zcUBp-2Wzr<7r;N8si3bZJFb6VG2dx2WQU?lC2N#|)3ic0cs*`(*DV8&yX7`uN z+YvO{UrLeE>EnUzLzV+I%+MHCwp$}>%wY(ZEw+o+3eCub&8lX1FP5`Da9O>=61oM) zxAN3;YJ)dX_b|8XF&*i9gyxF_aVnQJ_@p5Zg(mz*_3_Lu2N==}y>T())x@rkY}}uYcoiDp_9G z%Sq|!Y%&!yyKFdGV`s4eRR5&;~rp~yPzTS8DYugPV%QMyA zz_wQ59bUVOuqE|cJs6ev+E5P8Fi%x%ADVVN+&Goy4aV{`v`%0JjCL5A*(!9*x+Q