From b211b42c3ffe7a080b22f4c81c4d1f65bed1922a Mon Sep 17 00:00:00 2001 From: Jan Benda Date: Thu, 29 Jan 2026 12:03:32 +0100 Subject: [PATCH] added firing rate to regimes --- ...05-08-ad-invivo-1-contrastspectrum-002.npz | Bin 2098420 -> 2098672 bytes ...05-08-ad-invivo-1-contrastspectrum-010.npz | Bin 2098420 -> 2098672 bytes ...05-08-ad-invivo-1-contrastspectrum-030.npz | Bin 2098420 -> 2098672 bytes ...05-08-ad-invivo-1-contrastspectrum-060.npz | Bin 2098420 -> 2098672 bytes nonlinearbaseline.tex | 2 +- regimes.py | 203 ++++++++++++------ twobeats.py | 15 +- 7 files changed, 142 insertions(+), 78 deletions(-) diff --git a/data/simulations/2018-05-08-ad-invivo-1-contrastspectrum-002.npz b/data/simulations/2018-05-08-ad-invivo-1-contrastspectrum-002.npz index e7b8c957b58b8ce84cc51af33a5b960847997364..bb0180ac9afb23380b0fc745ca4b3c48f22b4d27 100644 GIT binary patch delta 1057084 zcmWh!cRZEv8@5YjCS-3(c6NC$d+)v1!Ew&9HK{`?QHhksw`5cjB~%m*QbH6($_Ocm zmX?{{`}^bmoX>g3^E~%`UDtiz=Y5~^D=Url`{6X!8z)#fl1_eFk$;-Cob3~PhB;fN zIU6f!|Nmqsje|5!(zr-lLE1{vxJg?@+G^6)kj6tAFKK+I%-Q%~bEqcvojN7O&R@ke zw>ZAm;lc~Tr(|VG@^TmPd(HS6q;(Q#Z~xcl@q%dhH*O)U`hs|^ChQl#p_5Q`yp-(r zvx}&#Zb@|s>?ABDl0UAg>mrQnj&O~-z94e%J`0}|?k0k7-g(fnriYkba?*8m>>&n( z-(4PQc|k-!oX+pEc|m0GWqT_~bTf&uyvgStiJe4Mvu{~OLk}@{%vI*cu^!^1%V%}| ztKGzhdfpuKz1_r->4k?@A72vF#xH)x@w_5F@txkO`>Kby^N{Z*g*+a`pM-4)k*j5g$}0b04(7 zA^2p!(YFrt6OOaruN5-!mS}#-cUg60h*%m|o%riKL`0ac(B(=RBGTxt@~f0a30}Kx zMO?o|3GpIDZSB3o#LRcbK33^bBFnzRjrZ6H(Zqe+%;d``QGd#~Zl}g5u{9~D$Ek0W zFu$#$IecN1kaW(|W6yp^m{tY9yfipUDCb}J{-t1)s8AL2VXFKZC%Q|Wl{Xr{Cp7l% zy)t9=o=7dR&)Ix$oTza$+VN@6N1}Yo$d!^eQ^dv6yp;2Lp9lrR8v07=2SPIGeq7z! z2||(2o`ct7f{^%ey|qqhin!F>e$_*NlCWDC>s1o`Oo-Wy^g8_hK$M0>&5g@U5g!gj z3?{35Cj9nmF~d(qO%Zj=hwmJGGfhYgU%&Wj?<7%~dPp|Q;486WMf&EmS0)I9sIg;5 zRHliC8duvWA>Rq#>FzSmrfI@R)#bw5+AoASJ?WcD?>9p50)uL9{hiSIGBTtR_?^(@ z6Z2Xgo+dWdNRIy#{y`M|*qCUP`;+MC@>+LN^cT?>%M5bc(ejNjo=Kkmp+7^M75M9w z*YTCm@{6u1{5?bHUULr*Vf{h$?=xu|*853Z?%$g;aBYSNn0xX4cGWN9qTADLHE}zO@_HMNx97$*ei9XbdGs@m{viw%s_(oS z{Y}_2yJ}~>qJ9$e-Lt&qyZ;dUnYumODZh!_edS}9Z~Y0T>fsQ)3p zM7({u@a`|6V|L;to5~zv_mh=&z~~Plsl;}K@54NC&Z9nu?lVWUuWu|qd2o(UJh!2= z>f$UxjqM3?**QmSX?2?t?42dP6$^AUvMdoyM~c6m(TjOPpV!ojLJkmC9X#Vyu|VWD zz1|$!y+|Z+NHN|NED%-v+YB>Tu|RQw)?3A~OjKle9HeypBa+NtxNP{nNUW>g+2U-@ zijI-Z-wdT#z}$0hyMq=h*lYgGersDM@Hj;f(*V%BtKzc;?x_i zg5F*>6z`TZ{_v0$`+h5HXY#QkUwhn5qn{O5{ zUtd$K!U=^N_rlfAGC8sJ^pB%z!7I@EjUg1cixr*zTEfNLoRHIg5zhXM9jA;2ofp&D z;Zt~z&FK+4!Y=oDb|tRFF6SG(#1tpeuQ{A3=j4RpO`FR_YFya1xV-(dITv?%?<C$AT$X*K^|2i4l92~!?n z1X=$0d-$Rd^4iK-cd!bB@5h@0M!FE9gr4?=&kCZy`AN+YMN!Q3U6h@#bqk zNv_4Eiz##a3xq*2X}uX>Aq1E7isflvVFU_W^*2fhqlU;W@ey8!!jDUx`CHb(%=_hf z-Bb~GkOCZ5;yQYte1Q=sS6mI^L0&QVcTL)bd zfosMKUpQdtT-asiEULQ=3kc8}SXCJn<`nbgjGGWb$@TcF`SQxb!ZkF5IA zDvl@ry6^jSOX9x{zqqJSDd>fqRbk1Jh6eHFe6qYGe9C{hG#rqE&aDtO^>#@-bacGQ z`&kCwgJ&*Xn~=f@{-l*RQe+_VX4UlbPm*|LBWD&mERBl|E<9U;W#Rg=>Bo|ys7z_3 zl^*}}QB(o>B@a>pH^^ak@&o>H897ubS}$)-l*Ly{vsE>hG;|+oY3RO}L&UW9&tsQl zP;t^ZPy3xbT6TF?9Gs9v#p0&dD}v?GxzL=&e3BuD*+kXHucqbkxcl?O*LgXZvZx#~ zSt*BWw$eQB*UDqQEa&D%8CmGo6e&(pW#KcjtggH$hr2(!%(>(gkdftm>THEPbT4~E z{(LBpeP$}(OAn9}Ze^rj(@?+)-}=3W6BLlZeLpgvLOR9}EZ~+_MBS^KOv8ZH3RqQM zcl_K`p^QUK=R7A?v4Q5SF%6PM_LwYJ&8SxLZW`oN% zBC@bCK~YH=tyEp5DMw|v-Z&+YctjZnd=mlh`!`^>h@sW)cjS4mukyj>N_ZjCWUS(= zg42G>C5IC?;!GZ=A6Q)HY9E=<~AFT1t@E1$|a9sNfR@PMlH zS8OA?-(Ir)Y^Ds+p5K!9iZeoBt@LDNm>3{kXi{=0$H|IuqlFLrE% z%DNfDgRQD~@Q9jiJ-ZP?fsHFGWmJ(6f65_qSsiLFokz9A)KGQ#{ByzDjgWOt9mqVR zg6TCc4(fZTgX7(%^?TN;p*`2~;@+7}5U_Egr`xOI#wObS*@O*97Vg{hT4NJVU;P$w zz+MfMgN?^-scm9n{9>V`^{@*34n^}S9oK};=C9|3537UeahYXR&nBErXD_<&eiMQt zf{U+;t3h$?=dqvbG{Ieyczox%O}I3wcD`g(1EB{N%4097p?9=J^i_^JjwQ(KFj`PU zOV_P@vr=_5*9%Tix2og*tI5;Ho@(HrfIQoRKT{LTjkHw)-s;#Vfq*6s4anvn{!v?| z2~Fl%9N%hBwP9(6pqyQ1}_ zyC#;d$G!GV)5h6-+k{F!X~0qJAeS+@aMq2-j6T_DVqFebkNQ3}Xx!l2@P&Cx3x^Z= z`KsBp(Dyz}_nC+WOg9`C8Zgv?Q6(FlPe&V;kxwNrD`>(&Y(2y6z9z2x?G}h{)__6i zC9X5cTKHD@G`EmT2P__Cp8i9cIMyC48I!Du)^MQ*OOD#m(t6mRFRl&g4Z=nJDOw1s z&+Mi6>7ahiV`1j|RvqLNdY!#>Q3H+sx31uk7RTt1^1KL;R#1KBc~v*X`hH5q8i+o+RKDCy06_%`pvJ6U8@Av&RA~7>c2Ke zS4C-oFi|bLG^UL{8zTq*n#~B+I4R~As|#tiH@QPp~UpIn#8N@HEH zlr_{vIqHMYcfA;=g#kRRNAeX|^>CoJKl*r%9-gF#z1ggzkKfjc4~g&kDBNVlu6;rW zV+S11<v)haXg?GDG+vp=ie56B`^e}ATbNt_q z%}DBgHF0fFAH?GITFYTQoZlVQ`0LDOe14y1WTB#mg~IZfp-O%1bT3i=^iT&cZP@1C zTj?YF*!c1-cU{z6qCr&C0D-QObL?gMU>ejUclJ){;o4d|#UUAeym;Jp_j`jObk$5N z{_fDn$DDPl5~K$lp~r7^_Ul7p_#eAZn*j>$IT0(Tb?}AGaXUQ87{NzGoXzg)qHAd& z_&S>rZcHT&O=s#Oy6$t7hpr*6m0sBK_^Up8-gvU_Z_x#nNIv`gjR6zA(b~%MAC1t; z<=I-%X^82JJvX=h)kTNWAqQyXnQwcfSzX!3H9wp7~ZetQc^`?S(gy6tZszC zgpVq|xrVrXqa%UO&;VJRJCgOk8z5JQaovB|5DMpP6aOAH#Kf21Cg<%8F=MZFb|KOT z;YU@gO!qMj5PI5zD=2C!=)J}@9 z7G$ViKJZV#2wRI%*eefif%4SQttK8Lyrv7-e@pA!xMHuh9qvaccAT z6OC~-F#XBCMc|1Y=|S*b?*x>2gw^WJh#1XGX%|7Uo_U(7`0VTjP|4%V5Q-P z2=gn(Sg2*sYNT&P)o%U2yD|uzym$0b9ctYo}OEyMmu7R zk5L)H&eevH=##h2&;ly!`QuqHvuq&ZW@0{!wR2zOOj?FZI z%{5_W>v!F)=&Lx;C+q@Tqm0-sYneh!h%37K5it5I&rQ|G81H{=cR6HE!0P(3xAm?- zc#`IBy=7o&jqIvLIxrXoC+%z#6iw*4iunVwkAI5>4iGrrk(n8C1kl+1dTY4|5UqQn zLhYX^suKei2-1-kg3Q&gc&g2?!%Fdh*eq~~-8^(y6_7vB;?1sTik*2W?Q4$$t$ogW zudF8^dz0>dlZ0S^zK=idDSrnJRW5Fk0PmlyZ(~BHSp2oc%dWx{ijH;C zA4-7z=93@$51GNZVE1+2>jZRLN{dM`VHdOf!MXlS^2Xf$(-A)j$cWe5KL|EONl@{A z3vM%**=_CJ>TixqTBg%FS52^?ag$a+ttoB{tj>R{ZUN5gt2>A=0%fQDm5oBp@NAeW zWu>$gTg+dqyqjl=Z(J{Z5}Qmhq;Z~e@d+>|$7gh>+zf?|X9Sfi&A=4B)jDqxWQK*N zGZvLbmXK$={rh=_ISKOmRcRZ5l)SY9n@A7yid+UWHksqd;$v6ARsuCPeCt^z%;4JM zaW+QZ0!2q7Kd-JaM@!j`>6v*`#4SFMoqS}DeRgdP#eYmef9*0uy=(!C713AuNC>w& z&FduUm@?tnecd2o!3@iTx{^2lm_fiN+06f#1?= zVfv!`7rzC(?@%%_>s&|^T?O1Py z=49Vt{zX${mx&ktaWjQM!=Cu_+)OiMM0Ba2Otu7X&z?OgH?0t$$5bkJw!pgNK;IWN zruYP&+PkmKu(2v!(ddZRn4Eqee@Nj355aP`ARdBZj`#!Dgs)PmnWy zYL3|6x^6}-8Ic^8xf{34V9#(q&k;e+vsnIh(-uq2&2Rss&5R>M{<}@iO3@OpgJkcT zXjvieL_{h}x;gBU9u(X3nM0h%-Kvh$3g%ZeIm3@wfLHn(T{F}Qnm7DIwqG#ER+}d6 z&^1=jn@T!yuE!E9cRzQ_JZc5|4wcn?|5;#P04s+{hczBb-;QnjV}*Zj>T_C3t?=#> z&mhy`h!r-jP>!=&OO}cJd zA$#Ng9Gwy?OuX&kUWl|rM$sOo?4N223~&DBz%pcoF@Kl4pQ^1;yVG`QG{6c6_dFH| z-D-;yKNVbjFI(fx#p8=2WmecC^`Et@uPyFv<@kE!ybWGF;8-=UX@ggdht`ENtg&MI zsr*|zERhg=^hQ#H73PLF(cRWrW7V}?r+0q0!Y#AngUR*Q@Tp;DDn~_FV<0T~Ux2m^ z8r>9y4I+hI$v3*~TcXWC$F+$U~LlNAi&2Ln=>Y1ZhOr;4O^+dzHo^9;UNYwT{)Wsh^R z#(HLkHSuek4W>%=$h=#&!Ra+(;UZ+HD@T0ZTDDrFF!%iv9z{F2SEgLoi?+pw`q8^@ z*V|#Vlp{#whc!lgS4tZjQBKp7G zOJ24py=>Ivde9b?8{Aa{EbYKN9(wolg)V#4IQx&66L#2~DZYxj-5w)4TG|>b?eHou z`oMk>TX>g$3dnA?hutN@vF4TycF#7w?=*D4iH`I8w{+Me(YQ~Er`ryTGlx%9HQ3|% zOre`flPxr)<6Ta8+TqgKS^IUe?b6+|Q2hFgs+Ao#xt)(w^8sH8dK7i4NHIuV1Sd$*i_)#wQEuDy@4f^4yrTAX*G zglP*S<%l5Z6ZSY>JtXy`z#hXTYQvqfF5q_y$$$0B9$W)g6onn_;j`+q;Yk?>Y-i0M z@;v2$`x0jhFHhP+@@nhlM$|n4lE1_P04BU3x%@o0;Q?&0Y6nO-?%EUG1^|4tu*mbU{A)Nwx!a$K8CtlieO6 z>i^z^tJ~tR;{H;{<4#cc&UI4dm@ULrpNr_dw!=@C7p-R6j@TReIVC;W5r!Xk+o*fF zAY`thPoc*K0wZD1z4qII=d-_x%1cLNICkU@b~xdvMC}%)V~sOBGz!y7qa4xtF}&Y< z&=Jkztn2xE9LZ<5t`}ZkAu&rnnW-h~1hzV_!PXCUFf)j`VI*XS75p}94E{Nz?11lA zu{};Ox|qF-!Q}wiMw(&HCI>7@-z*l?aDZ;gpCNv_GbBXh4SgeAaASYWvR|b$&TQsq zZV-Cph>k`{liS@csQaUzb-&dCc5Q|}OAF2@Qg7+KCh3UeVVbXxyEE*cJM0zz;eduS zaoLN~j__2`NF1S`wz?vEBhR#n+&;8o7&iE~@P^FRT2(`cbT8g#K7%IsTWY2U#H0$H`w;!Bv zJ=iW!y3+xa#sER?y)GcGKRM=i)d9O&q*mLPxS+(^eTPl93sU~A&EhX`fkA0?Xg z#?1-!Zx8XzB)a23UtwQOsymMJ3XkW@yI}HX%ik-19I^6Y9NVf9qfd%p|D z`gRV!7;uJqgyDm^btH)sm&-e^yJEazb}UIAS3d|C5gW}6jvw|N$hg`>WUM>>DeJ8E_lZtVV?e< zE4m(g*C|+$p|?40)PBSncaqq>1z)*BSb5bc8v}QoTc^GFF31I`${YQLt=y3`r6m$h z^@MMf@Y`^E50v=W<+d%j;8B!jM}nan$~Fv~?+RzS0f86mxXs-tCw;N)$`piTZJ;0^H;_lBFzsq>QHnhj>7_S@FM(>YVLxz4|qo=+J8R_+b+=Dxq$*zzQ z9bK)p-W^5TBRs7P-QmwXv@$5!9mz(?Y^&Ch7$T;I$H^TorpY;q40oLRxLmvYr5kup z2qyfy=>b{VGtupP-EhlKlh{@0hAmGXjJxG};fXHXNsy_wab) z-Xv(EmwAE4jPD(~y2Y+`kZI@uDvpmw^1IiPpN4QJY(Zum3chBak%OT2>ah(1+m z642!VTn%MAPlnz>rqNo9gvvX}r6b+k6BXLI!xriuaIj!A?jH1n>#AC_it`@W)g;t@ zt=k(NyyJJJ9=hS=smGpKWJCq?c5aekafkGsi}#%(eeh)dx*zK`H|#miq@ERf;sH*j zT^#;vy4=mMn*7-Pj;~SN-ol1_wrL^Ud&O3LAZ&PmdIO>U`YVp4;AGkxz?+fqO5ie-k zeKU}abH`<-S3rQss2jK{2Mre6yl^w;!LRyGPiPD+{})^Dfh5oLgYV@$aqHyDhV`F4 z5s*5^ckZn(5)1M-)RuW8e@|AA?1U#mbzHpOkP+x}?mn>F%NGnW*WiFLPuxE{7F4a~ zfo2H_#jM>vSl6c5U8Cg%^;Rv>^hz%<8--pDNxk*LhnlY%zH^?KqxKy>f87&oV%kZ) zCpWpz`;&J)0xuTa|_?7oU zRsX#=elxFW83_A8N%rt^q`DV|Sl;*rkT2RvaIB`6TE&kIl7 zMb`*$ke>WJb|s(B6K=bDw#24;!E=84Nd7)=RE~P*U2^orkjTCC6FokV)k;%+{L2@% za!VzzPcq~1H9V$dbYdr*^acLf91ce4)=jkKTrV8k9IK|V$q%zO9-BY<`+)bu=$~!8 zUKqX2E$B1hO|n;f56@w5yzp3GSLEr35L-nZxcEibe=mvFZ+Nw%houdq-b@`lSp>l^&JJ~*tBD8e1>g%Zk^ zh|8Beu{te7GwP-<-Z!Xjjv>Dv7}ffGj?EVdmo!_r&ywW(%jvmf?1xN_Z=y91J&{3S ztRPN$p?djJ>ItMNfg1%r*5v&A3H%xwinPkX}e zM{h^UMt}S(p{v{u@PQ#0`_t}7f6%>`!gzoC!E?=#+M;Z4)W^&*>F!?O@#nSROz=d( z-&@irUwh-__42l+U4FP;^!4K21z(sVxM4)9=ETys`B1k$^0}KZK7r zlr3KI#*N)m-6jWoahEZ9*X4;H#Hq~5-vJ~9rQvzo3J&<7*+xh+{h%)jP5j$eKk-Fn zZq{oX2Oo4My>qMo;e)0u)AG0LebKq6=vbe#AMSh;SdbI;!zu4K7J6)?93RYT^f>rK z>7m6Y9-km=mo44+{Ei5DIJzGc1s)`OfNV29YJS7e5B`%Cj{@P~g2!Of}Rk8Y>>+*6kVP~a}s>i*sj@j`3P z);a}%nN^_soMX%%YRPx!r$vI`=^v<;w9S|7^@!p6FWzw7(ez=%1%EvFCbS`T)CWuY zmrQK={m|LCF?aco5A+frYW>U!KxLxJ{U!2v^X%%?t~`N==R5Uaotq!psVz2pkCPDS z@NX{Q^#k*8=$NdgFWxW@(x#~XOuVU8`uIgE2p=~zq>LXALh+sQn`;yOaf#fUP^j`(SzvPUyd|d#h#;K1btjGo5T3J#X!1Tx0ER~Blc!FTd`ZrfA zCj`#SR@Emoe|*TR`lBro2&;lg*DrcOi10djsYKBqlAKSAihczmroW_Q{(CT1oO;*h zb2ktNWvbg&n}@*Y>6;yn?ZI%C9;jM<#2=qSQ9hO)f~=my+g95LfZ}xc=2vpu`o`R& zX-ugAJdU@vtWEdFw$~HN_e_JaqiLavo)-f1ThqJ85BMYKo4veIlRqAfG_{EA3&Nza zuBMNcKc4@`J7T-tAA4EFn#0rrG4vs5>ftwk)Fv%DjtGZ<-@CsxyT}*3MZFrz*@3tq z$+@UN4aAG#q0h;R!7$k!{EKZgrkAJ`?~&x zps4Jb!{4zW^xth9PG||hnOh=DW2-`O+oiwl@7-Wn9iKYYdLBp= zRwcg*KyKIlGyAhiNX%pIKQ0f1c768>HhXd$MFVfap9FQppfLWEnnfyBeNMSymv-S?fzSPHO$4Llk z1KICMX$OH4`bu2?b|8uul6qE%g+M;1v0BwE46o~CIJtd8!1GbGjHVd^8a=J0Z*u@n z>0bSD;8+MsbKYKa$O?ff)1uwN@SQ(cgq7cfoeRYd@i0wA(@?NGG&t`M3?YAv8eFg^ zRS-P(V!DznPT6^VUwtcsaC+vZ#=8r_;H&#Kz)yOVwP%x)@zxN`MbOf$x+OZUR*r@skAH2c<*s1xKI*!2_);j+)pQFPlweeGNqL@E3c_5yamSj{Kq$oO6?U?R z!dvvJV_8`U4n?OXynhl3`#KfVl|rEi<~Z0A86S$>84L0v2!xhmYD3?}AS|Ex+Wq2D z2%Va->W-%bqrLmH-o4r|Jdzs7DR&8hXKIA< zf$9)MKND89=m`BSN=nz=_%ciQDgyWj_yutD55VS6&WFHa=hiIKaD7`oYT&uPd zTepSbxxot~Z|x9VZgTp$WD*8}_UPH6dm-3=aa}qWGdmOq9w+HkI|QQc#LrBJVV90&MeqT7g{k}X>*BgQ_yQ{pO zUkbwRj*wH97FNg|GCeGmQe5xIgF%l3WIp1s9Ehl5}J+RSb80b4f|vE zC9;qZeU&;e84-qY0T$soNryY{#R_!p??4_|QH>KxlK#HO@Zz7*x{`~VK^fCAV7pY40ak>)Q{>Eh<4iT z)zJ-un9ahX|3wOzD^Hq2!u1yI^(8%yFDC}T;uYWOTv-8l{HqcF#<~Q zIkZoU6b!vB9?RZJ!AlMf4#v@NP^}mm>*^`cI8XmIq7jO_oM(n8P80|Pe7{{u3CG9L zj+L_^VHk1`@zZ}1hRw&X{3)hT;Qm*C>$cZnXw!+5IlLvuV@HE zGPj@Vq4+R-oQyM#P7KGn(vi2#ZsDl^`~7MQm4Y8n5&ePGwNRU7yDB{ba|0^9izFoF z#QiOWCKSB4*mU=fLO2{FXLD_Sk`puzwDR(jc}4SF&m4K){o^jq-wP2asiS0XI3I!4 z@qWxX<~j=03kyCpw1z`G+l}?CSQwsEaaIVbhhb+@n%R-2aMT$Wna}JG!=E``H=oZG zJTLwc8J-e>@na+IU8^H->hUS-haKVA+V%OK`br8Z!@bvse?-B^K|oMkKMYX@vI<5X zp=h`im3i+|82ndktUg3?#oXCRiMi`l1R7TBU#LG50e?5!9d^1AaLgP|E{+L@i!;Mz z9cv_()2AzTDN<17+W9c+MI-_iuz4JI>(HN2^Fk z9AW;AbT^NHY+lletD_NEx#mJ}Hi4bPz>GTvLbQ$;Bop+2?}<0kMb1nio^j^xr9EJC^+9WP}ZPF z;`J2)BZpE7Ouua5NgSuZi)lN%IL8tJA!+0Oz92G`&8NS#6;tpaBRB4l4F%rr$B$W& zH6bamea84@I4WG@-8uuJaMb@-*I;ZE?j6@W+@KPHf~4txdePz7{Za7jN&g6PbBVli z&r%q6uS&|`(2GKJnBTCAZ3OCeL#9!MbihT%=0_o^e=Hboeqa%SJM>$YOVSjq`LTUG zM<)WE&;FCJsgJXJS6FT(L=&z#C9M4)dRZ^yoeVacFY50uXH7;e~z-c zhwIo$Y?KABZ>}QCG5@NW{PU6c@a^ELhIulSHC1-bk^NWNK zzfTqGL^uw8>^W6!&5VHjuz5lBvnXiD6)0@8j6^u^tq&;r+213H15EOOBj<6$_-vAmu`FCuB&#P!pDTr* zBju=U9=?Hy#7C1gNA0R8Xc7}+DBr8DM+!}S@}IV5^juJ4HeDqv4jz7F5(2x96W+B#V&8 zmAo~AR3tWsp1Hvrh2Z3tRpFm-m#t?|tZS&OOy>9YI5<;PHDUJ0rke zJ6FUK8U-)S%QfOFsqm^Z?f;_{1rC<^lpXq1Nbi#C(o2s-Fms=+Nb(X%uA{XkHCCkO z;iHmN4=P;09o6-A4f&u&2>FgJbsK_6nJg|0*!qqPy%A{9Bd=#WR3>g$wd`ai<#Vq&M8xA(H1@>ZFD#mfgjcfbf>C!Ayl4Mg zj5|q#ysv?Xenb@ZZ#scrjbR@30rYc=KBKt+xK`Xdds~p)mMq-k_zfU3XR}{Vs zpN-xtNrM=xo=^D-av@@ObnCLI&~I>%=qE9>z4P$>5H}61HQ&@r^ch$+v{=07Vie}A zEHw{%(a0Yv#g$F%bR>;9$Ha3-!K{&ZO4Xo2JT&R?=>k%&LuzR!NiNw4p0RUgIx_G+ zJFK*|gS;?`ufT{e8s!&zI80fian`rEKKcR;9RGDGw@uR^d1tLR2U|1}v+bpy=tSe* zg@Vhx7wDMsWVyicEdt-yZcsE&pg})H(uV@8xcqbilJ(Aq@b2Qj-=5jppk3wed5I5%`8deBiS{mq&f{S&6sE{^^ z;WTfN-PvfccWW9?tc!-n`O<|a10=iMS8Utg6NLt&kx z)xn`}Y7R$0)p5|n*)bZvRYwd&??!`GoXWg$>OB?O=9~wnG{{_j^!wGIAO;vM^ljqf zkx+~hAe2X=uxEesOLJKo_Ad&2T_oihWb(9{Dndh4&)W+YJ875*l$x;F7me1bBMwf9 zbWCoxN@jPXqiaYl-Po9p_gm(5)<2E}xO;k5kkF0NrQZF$LWh_-^X|Jnu~h8)oSJOj z9sys;YvVohkqDiz`;TRb~Ly{+z|sWc4d+-wzpKtlmd zE8dw-h1Cw#WgC*5T9ikrpY}w987^g?W!@PL?P{R|<3rI%{qx1lvxotgFGasZEn{$X zEz47Pa*vfp`7`OBMj8e`kHtLt7l}DB347CXR2<*d_EJoRtd`|X37Z+wcyl3A?A1gR z)OOfzJboh@#h*&g9hi=SW;$=yF|k;P3|*n9kcmmW?8X$Ok-HF_X+#xXYb?JmpA*=NF}oYmbrvN6{!{&gg`CDW^u#0a`?hbMxb|UnmW*TxDl53bXJE%CjF+U-i*|GtdA=cMif?EmZuA=!U`AsDuC8x5|XtrPyeWq@nT9upT*mY3Pf zQ#eUTD)eocqvZ8g=OW5Q$c(CdQ1bhH3k|bLw~kKL)6w4Yx@?4$pH6ZLQ}Xdw8kQWo zHd$_s1>e0F(fCe>K_l(-BP}}kxmQ>I*B*@zb@6w*i>R1-b*AOX6B-U($y_;iI|j3& z653x`88CX3{Lk<~4EY|x_>OuR9h)C8Kg(s(F}KmUpn-@%c4+E{pA1L#qH28kqNTsY^ObY@SkEV_&YD%wtgLr z$A_{;f?DY)Fme3zEr+azvuu=Ib18=p~S*<+6zQo0tbQhtaV08NvA2 zL5J#x4BHmdI6N^NsQb8*jyqu^YD))Vz-1Pf%&|a4%zw&0Q&urJ9P{C`DVh792nWYI zG{oSPfwu0^yD>OtKQSgL%D~}kv>%3#qOn=~{f6dWbeIahmir+Z1E%I7>k`Ik299q^ z;ZF#SfsoK^59wGM_FSP#@C(PF?1h@P#XJqaA8VGWKA~b&0<@EH71wE6VCnSt?x z`yTE%NQI+hi_#e*29`uQ@A^s7(K9<#ajl(fGB<=wsK}7A6yE1;O{VO8wqJGW&tkEn zb0UL$$I8U!3)7<&WD6y>_t=caV;a^II@4}K3>^J3)g0!}K>W?^ai^b>4Mm#uxx&$C zu-3k4=_e=d+U-&-#~p(Q0%O5XTB*1Ykakmyla9}i`~KKjk{)mG3K217;G66=r_>Kr zIQMUFPdFM2^W@73`$Xa)UZj_5+0Kl?c+wSb?HQ8o?=@G1zoy~Wj9%Sr5*>n9dD&%s z7`Wlm(HSjD$Hck2Cz^N?AQV}V?@2bJEJM}j&L57&e_}H;xqBJ7)oPZad4ZJk)H-7s zvM-nj98WY^j6r@NSIFcT8Ob|?oU#67CJmeay^n$ZFE+Qh&em$IrgW6`j0qSQNSF>vpk14rVn7&uk;N#*fJBbNW3;-eHg^35op zt_Q?H#YV`@$SDSE@@HaCeWa8BsIq#^rX35xA6K}3B*x<6!*%Mb+-cA#ZXSMeoPpECYGSK>DX?`R;7JqG*lvJx?ux;k_mS7$lL<}oZJuj0T&%e&i@p24& zYT#`@dMggZ?1O_X9I?1un?v{g#6Z?q#+-dB74@p>D_WiDI2g3{PW;+f+-w&4mmEZr zj?XOK+Li|0{V3sm9*Y^Vjm*F!O5}m>5e);GF|c?)xaU+V8Pe8X$3uOw=q=`aCC(j> zK=IkO&O0=mc+^*rI75TbQHg@@6)|LM71&fD$$(h9etWQL9IBkoTW%rc>Pxr28#5dO z*^4VrpCO@0lJ_d}vnM+%hlO{lTVhcEBB1&5LJSBBGxXXYuXxnxJ0FPlW8gOT*x{1@ z$j~@{wo_D(fyZW#6EXkDzP@hFqxGxfG4}c8)4Z@4d~`qhYUTkQ_fD}rs&bCO0gb2K zS$%W__Fj=5$%=#1%;>*ErKG+;J(c1j7sC7|bn}8@Wt|{O~>Dfo(BJ|J`4`>U|6j?)?^+!OMVx zpWB&Cc?R}P8|}`tVc=~4D<9rn41A27TWA-Ihw{~DjhTG07&7v66k8t$7XIyNTn@2F zvb$ph8ZyYjc@vW?6+1A^7z9OuW zfzoGcd0yKX$oTQqQI$-=&1*M=eyk%^c6O24agD}A$XEX-d0VN-o7ZH=Sq7v;OZU7c zGn~eg4vkqe1~}*vTz=^>;4D8Puh|%fYpGYaevwOn((myb9u!h`M{@ApA`YsG_J&rE zNxk2NTfs;ys?QR4HtmYT36Yw?s1G!h6<+kSo0*?phO` z#z1gnz@3mTGSQ6L{_YKoLA30|a-L5tetUDWaes_~Y0w_#6q&hB_uuwcii`*InAp6Z zIRjTq%TJo!CKDDT%(-oXFJ&k>kx<8!2-!b5~8hhDy=%+ z3`9s#+De)6v1BI_!*mmgg_XDW-|Y5Sq)6PG{ckdc-0Rs;6tN~66)R7D7Uhh`s_y?$ zblve-w_jKygoLsSQOSyoBI86x2x(I!JbRi=4>B7>^rFm)?1~af%E-!!5Jf^MNo0lk zo!?)5-nV*szW4V&*SW6i47T0#nD?z6|B$$2Xh7;YWh7R_zV-TW0I_ue%Ze@VYE}lTIU&x*<#e5fQ8F2E-kq3!>EO6`jkIE5sV*#)9(N;@7 z8tkODU-&0S~+_1|S zqlM>~8fWplJ`Jta@~@+FbeKInmwzXX1?Jv*>0udkINnq#A9R8O>VHme)?+i_SiA7+ zb&v28USI!#upPN!p-;9-5)&dPX2@Au449Z)bJTSs19IAlUgy8lL2O03+SDZm$OmTB z)eX^Lw??P5VLTJkJ|)&xd9Xpbp2P5%`9cLj;l^K*4NUk(9e;C0m5dOaG!sr?!iK7r zPkL@_um}n`AY)C1#kF6@%@MiWV*8$PLg`TKWvQQYmkx4eUOCdQnc({-@=n?=DzxdQ z{J0!Nh2@_yoQY)`z~+9lKE(XST2GA}1UkRO(8dWAB2yeU``NRY=l|0%h!V%k(zGFA zvS9+S+L-oSdYZ;7d+CP|BStX4jt?1!nu<)xS`+V{^}HpO)13$ znL7+vvR6!hkVXfG7vA|q6DIU4a(ibTWrF*u4{OdNfIW4z%-(+wPjWZM=DZgI6JMmx zg$XJRdH*r}iz-aWpM58Jb2A-Yb2c_bnb6_Phxg`UQY_#SQeJh-l>v8TMrRgoFyWw2 z(TRmtydw(&SEBy0V5c)z-*z$^=9@>O^%9uymGgW^ZzC0yGrk|ciA1F3on&-o5FPI7 zTy&I>XFV;6XjQF6WC{$Y{BoZ<#)AA6 zpN#|F(x8)?5+6RtgeS%yhb3iL;C(CMo3bm$|Mbl`=ivYrh*MP4Z(`VOI;r9n^b^zN z;WPF{bQ&~1o?TE5Wy9XA6lS1*Eisa~%nYd_TzTSxrUT^KoZHs8Iw$LQt97m7=w2R-1HZu@9 z8%6uHF^$d~m)QDFhy}yHzcfcCGQqm`691(eELi@%>wSbV-dcYCF$+UFBvwcqP{3b9 zvik!j!|7mUb?!8OHby~!c2?3=3f6{_k6%k;!!L!btwob`FlTpYK4_pr!yMH*tr_v*LV3*nIXWvBi_ ze4w=)VZ7&K0&LrNbl@i)rWBi2)hV#x-WJhhf*%89dN>DCUG>@E{O0+5%o!$RhNa06 z|6_q;!bawb-T2Pze`l|EXMuyj0o&&$$XHgE%dW*&^XUBNwL1_m3i5(I23RzBwj;MQ ze1-`xw&*bB7%&pOg!(Tq2xrGo_mI_~=8mTX`YKO}sJVu8HwjZ;sLvZ3cnI(DzRYW4c}?SjVw6UE#10p9}@!i zGFN}bJJi2K(4}&`fg_f=Gf}681>;N7P9>;pEb>*ePmZ$SKqQa;5|T|i-}MJANpv{4 zLc!wTa~72Lc@g&P#iQ5RlT(TKu<&i&-t%e9Ei~`8o+;u zd^{vBj=_M2)Q*uuw-Biuj-IxVW`P#{Zm)ufH^d0e&AAz}frlq+`FcJR=-oY&OoZlZ zXF9K1ePBT85ZPjf9us)(yZ<**f?3bPe@CVmo^X!S#6xj5xE>*>{`|yY!_}v?ngS1L zu;18T?1c^kJPknR(su^zKRtiX!}dB;|g>vP$-U?9BuVG z3`aeq@H6xB4Crxt=QWMYXYN;yTr@8oh^dz&E;_K`M6b-e+~am+3R=| zWB3WVMV|bN zZHrm5{+XS(4Fig{%p1+5vmn4c;!pYw2E4j{z>dggd+Zji=xwq zd|*+hmw}c`HBk>W-077(4}708!THS2r*wC3xbW%B;^F}oWC(tBjs8DQ3qak;5>Q1v^O%Wqeb%F-sjB--fc?N90xuVq+lTD=TlS3^?rRv`t6cLVQ zf&W-k-p`$EDDL==_vJ~%kz(14x1$(vgt=blZ!--}+*;r{HH0`~x^@4)1v&@B^{V{V ztzd&@jEMcbGTv6z<8PiPGZAW&)LjuG8(w+)bm65O-MT?Q#-0h+D@XRlf1ty-;6qmF zJr=N7-F^oUC&)>kLbn;RU_LuOp#}eZXyv=>v>hm9I&fUP41q{DTJ78z19VeooNxIv zfp$c<{2KCau>G#u-w}yPVxsxo``bu96*zZ$kt&55yeW8ujOV_|nghnqQILG!tm~%1 zgj+>ySIHn2l26{mgH?1mdRFMz6B!hr=aZAHDR}hUk@u9ov*0~Z;;zOYWI77okt1yk z_?Z6kIaDy<#O3*tR3jFAJi&Y79;bu}+NXy!$}?CX$20lxloboUA8m29iN@@7a{a8=ukn7?#b}Xh2BTeap=e?`D9>m{sk1BnT4Qax)c7 zS)dq3&D`Y0fa3jy#{Y4sIA(u1;J{wIjPt9qZs8?8tH-_4uZsb_^(V>=YcQ!K`zLyg zqY?_wJWj`4U{_9gW_6bZ*#f5{<&Ux9W$aYtT13VbYw|cHedrkt-*p{QWdQ%R?;M7@ zGy@!+3FJ&SI@s>(9K4glfO2BRpQau<^aR>&JBQzR+Fm>NmOl$>PmyBS+nCV2*H}iN zk_oM3E&i+%EZCmF^zWF!SK@z;p@%>uI<#V{2IIV5vd!a@CJR=Im2%G1uwcvS_@;jt zRrB0)LJn+iNOtD5ipXwcV0U`W`Z8}OkjF3AO#4wGIBIF>Sri?_-)$oM3NpZIX_LvH zTP!$UsdgkpSywj1B&cYu zR>jNZLp-;5fB|1+hTApb=x{h>`(Qv33yeC(r?#!5!t{+?T17nS|DpCLhu1n__Vf1_ z_=~_}n(Aro6iWrF$EOve=TKDscTn;)noF`re~pb|F8ICr*2AtNbTDaiTh2LzN4sfM zauCz6(P}YZv{J!Qpu+ACs$cVq_N?_+81UUnl-}_I8I_(M4BAXzn@M4UWs0Mhb|pKF62dc#BgJ(-VJvCxPV-ZYDs^TB_1 zkI%ZJlq0+A^0y)9(;{vZI)}MKV8exP)o4tFZ1)=Fd|+Y4qJ6qciUFPX)nygX@uaNw zPk%7VgfT+OlqwGr2lm21tUL?W5)Qq+|C|jQuPtqOgXy)Bels)_1`YIbT@TWs>d>s>s((zd>^bOWQ;f`M@Xm25HPj2|i%5si+BLgX zf8NQM2@(dYIfjRHPzZGKeoVT`gqt=~1~#9uZujfndZ(*wXwWiHrsg3c4sA+G$5(Yl zzbro;`TU)HAKV{FhwpBaBeX;|JQwGeKe&kjyLqNvDLHI7#+K~dfW@Ym)w}KQNU$JD z@N&Wry_tcJyGi4yZ2CS_4Gv@a?Z0-BSBed1 z{?*SK9$~_=xl=-X3=`DV{g$YA+0e+dH?$FTe|!ERU17ZaBa@e0o2cIKe#@Em7sXh- zdg3iDSI>l@IkR(IG&UGdcQ0hd(16jt9Qm}6iS2i78EL#M_>W`jR;+u74YA|?+_SoL zh+TJ3_O}WGjlPoHlsOw7W!UPRutBkzm6~<=Dg*lNM`d#xvv8>7ywc`zI_Qmu%AZ4R zn493qSF_B5*av5YbhgqVXmFM?@r4EY`77%4{xQH>Da%ixmIYrw`L|T#=kEUYvTz@T z4IJX*1RHTZ8r&ONxk?cg&Co~}97mEl_wTctZyI_wE*dVIp5xK0##TJdCWCTd^!uMb z81VQcBYpV+8~kP;{k2qLLq-+jtPqM-AKS2-#wC~)pB>*nfIfor@Xbs5>sa8aw;@Rv zE!+AXS8Rjv(jLg$Rn*MG8oU49bXlVm$ZJn*s}r#1lR{@ z1fidpz*xR!h6Rpng;r}4@{FfkmOO&jSWq~>T+H0YL2>z6x~vr~6@fH{#Y7sC#)KiA zLt~h&!X@mghEb3_z8I1|L5FQoTHb1SNjKU?sTi%V}3T28YC+TurPnuER@SydBb*5ueoSX7R2-2 z>=UtZI9`tpM`z5*I>;qiGB>q0o3UW&OEcdo%$~%Ck8E9xp2rWO^LUh4(DCAP z{CgxI>sCZ`bGBk-VnYL|WIZ~Zk^8jXaC4z|BYkAc5Prbb+}M|)tLPA_v_bAhC=(jC z$A{in!vZP#;ktFY_{vr%MRTK2NiMIpJ|N40-=cm3K6g>ypSl=0h>qy$$G^iQxY2C# zAK_%BuyNFDe6Bbb3lp^yH)dlg;Jf&YLk`GdfN#$Bnn&o({&?-+esLcgBK{i{)w^!ko zpD4|Yay=#S8*gXaFE#MPET%BP%|WUa#d-7}7gjg|t$xW}OTrw|#X4lSK!>Y#D^HVM zm=Knzs2TGG`M_lb&(1J9eEulu*_4d&A0;%pSk2~u>g;JNi#i5K*Vm~XM$u^vh7^L@Emr1Q*sM9|D1XWt<4$bYsX;II`kA9I~mJN98%eCFoL zxmiPnX5vp#wHc(v{_0C~)B}eMY}F+fu&}VRZ0SKW3mW~FefiPL5mUHlaSK17f5Rse zqBR@boM#i*zv;leXTV(WG;%}gkgXhw(EOo?yY$o%4@QeU8!;X0?LK>J2CHf%Mrs!( ztI;F+a8XQvP zR1+HllcIx1%Ng+3-tpEjdcH2ZMTz`qF!oIk*_vV*uVh91iez*`-iuh3zSBbWyyOtH zewYC-Ev3J0eS;O1rYqk<(DV}3)jY;oDanGL`Z@dwO*BYPEa2zD@XKyI74;mo9bIYO zWRVvgQjS^!9j(?7&oe<2c37B9xwj_5^0|9pnECl9I;gqY`&)#WP~uvc zq&bU<$XM^5;S3$t&{PhXqX*pmvU+|P5j4Pd#rGIAvx}~)a?IqpSU9hzRdf426WXq? z*VY)r3aFK+aDfh{)f+=aXSMMJv_H*HVi|7ALnEhOj0F!{I2&K%<&!l#zv=yTCS(tY z8(HByjw$G-Xyh|si^}W8{%JZ0^Ga#PzeC^OYu(#LY;fl>WOmS7x_`4W?C3dleJ$a=O&5-gygM@}8k{ba}y0lf8skx3&II(WV&-i^R? znIS!`lz`dHYBB!B3?`o%m2`(DQ6#59V#-_0nec~MO!?0*Kk_~!-qz&y#Mb`(JD>! z4Y&roqSQF3ZhxL7IPFEb?ePW68ULsddHGki&u%KjQcaaO-Kd5gkEIl3q194Gmo>tw z_AhdrLK~*fwL1x1)mS@vBAUxTf0v4_+hO@es1yFXSo(lwNdrMcPSCngD$v5r?u9dv zfP`s3YeY{eeUJ0}v@f=F1 z!hf|Jb$0##5_yd)6k$i>t+yEh@#YA*Z2eWAG29YWT~)#(5Tf@)&JXrtjaV>sP)wAAdQ4l*#T!YNjPt zrDohhqeHYX{txx*qp^xlD5x5M*v~fnJl=(6_I2*QQfs;BU?fAGrxF;b8JPzjiZEby z|8LRcJ1lTQ!;s21LoYaF<6f-*IqP2)e^Pdo7!$9nb;%#@4ScHgEh*u~$i13-b z+KLA6zR{oY0tKu}hX0o`nc--FeHx-%zY8~7uV+;8BVlkK)SP@_hxJ&@#Ws( zoce?TnVW+QpVBFioYDEk68(g_S*COl@`qH~D*I7vI1)_pK5LJ8|KsZEH1ra22h4>@ z>($u*)9lmr{VjSut8WM`jGScwbUqHc=z_H$^Qlg^XAG#CY^=NCjYsGs#O;n2iowP> zH6Co$@Z1|RZX<-nWM58}8J6Mi|IPV&2@Q;K&#?ZL+bH0;MdV(~FXWB~Ih{$ zNN4}SvRnI+xHolJ1I|4n{=^phe?B;cmOFo=!Ji`)3ayA}b=TJZ;}>Ls_Ti4e_gEMB z*DYaJUrC4e8b1Y>ULZ1R72aH@O@nntMro%y&;hX|IY&_ta@UqzUqr%ERrG#7HjxJ3 z;YH!}4m$Wm4LyBJLBL{cH5L}b%E_(YF?U0#5D+-{`78&$82hPJ@8Sn3ur#~QF|VBp z8k^SXDl+I0wV3f|O)ec&DYTF5zgU`?tlcX@q`~nXzW$@=ew%mIsE=Ku!##~h6KAjw z(6W6jL>tR(qoA$4Rh$lmgJai^JVGm1NOp8&I}>ICI8uQa6?ej0!$W$hU|X(zkrT3= z2IK5Zw|OicbzQv>D0UBf!LG;YsR)uGhAT&5%`yuj$I$`Bbo_NqHiObdgR7QB&&_xk zAn>%UW=Mwy8qFbnQU(lA)=cHjMSh>_w|7Qy7<;`6BGkH8(O_k5561?9O4`jxvzLH4 zAh~DWcaR24Hp-kzCA7gxigx#l^eS5Kr^~Ii0g<*HK`sl$nv`*hY?xGFi(f8hf;rKg<^)JP<kxW4tonqHcc>6r;^I&KKmeCxP8R=8GGHbWVkIeHyi%Q@}2UNn492 zt*S|G+_shmgs-`Y6jSv7tJe5lsGK9gmNJ1DyKk8N%H`Td5!039zRe!>r$SRO@pO72 z6>0{asCqeIxH>VAMU}iPT+9ZC&=*t6*D?QVI0-h$+`+b3QJIrj=b7-Ai`TCH z6ykwXm-EU8gV6_BN&dk1)W^yv(R|d{;O9akFP?ydQ=7# zPlSrb$UQ8tKTaE06OzYQc1)Ug0b90Q7vB)mYN$}SGxDZmG#xA($V%He7#6(u>VGD^ zWWsuly4;iYRCt?46x4ZxeLe{{w9=EY_~f2{|LP(9pxgfkfRev z#pcz1MLqvh`uGKTB2us_2?rqe(US=(@R#IVOxTX9c=?b}D@H@8**-UO49k1Lft%#o zF#QhW{$)=y3LLVYx!?F1wcR&@V*fN1!h&6obx7lp|MlCDjg3QIeMM(K;w?Yh*F4ZW zfWspK8u5+z4!u|LC|dDgGg{s0(ukv2urPeL{~YQAjgLbvA3MmPcg#Sp8FPYp=y2;fsGe9XK6YI7!Vebw0ST3{`)=G z*JNNmw`G*_76(yb-G%4ky$6s+m$ek7Nl>9=q&0|r13Q=NWtC*N(qM1e?kHtcNVByy z>)6leK+-ALX*i8EJ-s8J`xwf4H*IwV%oejVN;g9h6&@f>`o(1I@E@GhQy*yc>Uj| z=UE6)-v{r|nLn`ibAEBqppXI`#`icid$A4oA2q-lJ0TQo90vc*FksneaC=rM79^BY zCilN#KzGW*E+>8paAXKpiN3!P3dQ0s1UaGz%?TTeLNUpH@A=6P>vj6e-@d=bcg)|> zIiVPdj>X?1=fY_cr0ifmEc%M{TFYmGjmY`@>QHkGhS|X#yp01AC|-BH{UL`8sxtA& zWj}1|SuN#1*NsF(y6>~A*9lm1isX^@j>uw5Keqc_818!X0$z}Lte*&bX{L+@8>DAbvbn#m6kyJ8NDwyr>38X@b zg$@1PNkqcZ%ul+t3}6o)jMEaM!F<*4)#vcUa>`sqB$4v@UA{})D$gOpE0tw^8g{)= zJO4SI#eeWayMFma9G&oq2r^>eAc1b&(sO-`=UGus+g@y|xkHlS`G5a^R-V$v>cccJ z*oTX})Tz)p=fWctjaf|~FUNZrJ)g<4gr}`ENZCvfW;9?g_?_n`2GQobM5|^>^3h;6 z_EmiZCjzV5)#HZ=8Yl+WQqyOJv0x~-S4a^X1x<$%b>uLQ*G13Xs1Cr+NTr9C%%fBY zNxu{VIuuw;;0<@SMUEGCO8JcicF8|K6RU>&;pp1eTlYthfa(%*=2030)c^L@>R-YK zy24XlcM|&ozHOggw4g)IxT+Rs9_&#M?r+--S6M*=k!gYDQz?2afa-b|NI|B&zeG*scKD;ef$4+&01Vwau3>4HH;^n_0r#toE`K$FFJ!|28T z;iRHSI~YoVUwVH;Ww1ybcBbt@%>V_iho=c_^u;ln{(H?)LFnOn8Qk^-8hXT4VbN$N z#r$`{m}N=>$*Xq;s5t-krqMHD^*>hWz(J%O3LV3eNYPWyOofGlcBfh(VF8@K3 z4CT%uDZ5Y=zvi62AexEX?L_^%m5S?dcI#Qg#ueO{-4>s9E5E10Gw1u)j4-@xqtbH+ zm#MHj@zS*?BRI6S(IzeRa&GM)0r9V7+#ePhN-fvu z^h8nM_KzP-cQ%f6jc0c{i{K@v)NC&}f-cyY5|0T3jl_1f?o$yl6juk{TD(xg@lm-o;>tEmHjIv5=y)+L`?RY`*3c3z$Jx)eC6T~*76Lo2_9 z+O<{|P=R#BNLLD-(9~Shn*WQ|yJx7MHz?sr*$G%^;_ruNbKhzBg8e_min%}kp|Y8j zY2HJw#meN$NT-Z)WU*gzc9*QCf!O+8q1WYbOecq4zJSO#p{~5W1l8+Tx3q^L2+6^B zOr*3La1`UX*bP5aP*X?qk9HvaPB!M^dxA9E_LAky89fYJW>rkmAQ`@;e7Jpm6&W5{ zZ4De(|#5AVm_fB{{UxRlBw!}*e~Lo^%Cj1BgI>F&JerU#}*~qk-K%o zR`OrRi3j1Uhve$M(V+HjP(>deX{GU2UV;Q2(s~b-{T8CYgvD7kz~pAWsfTbEO=q4Z zsn#DJ2+iw87XMzr&-p5}Cxe4W^Q0|vDVT;M6lKE`=^Or)Uw3iN)j zU1c5~!hA0kq@gpx0JRs+R_}|cU=(3xJWZj&skh{;JpA)Nwrd>P7)pj?F7B7aF&CV< zcvp=)K*M45=AU}_D!UiE{|c92(h0o%nj1$msywxtIQw7YF!|EAws~xi_lh|nf6;^l zBRj<+it&;~9(v8$+Cl>Uz>bMsIO}PfBRSl9o&sVi5_L{7WEf=DIlB}g4c}JudG|*$ zDBdiYk?beIw^7cOn@Cg)zUE&rtH>e`yq)`x*LZ!HZ3)y?KE) zv1GXU`KZ}Q08X{^J#-bU#POWBYo$tY$VBRB!)P7mfK|z_#2xY7`#u?S<-EXTJK;oS3w<=;nWdcHh1~dD^xJY!)2$8=A-*egGjuSksdN;+4bCS4v?8G~~jb zH~iQ{vd;YF$TdVbgCxFsj9h6*cqulEMplVQ&q|Iml2*d0f*onO+%kqt))vrZ(nf*l7<#XV{8Q0R5+FHFa@ zoUI#Im}C7v@8GepC>u;Fkm6X4)X1m8FESdTu|gFMh^b z+B7y4fY!>5*Q2oxy(Bozr+LEL64mj_Z5NzWPz^(-WG;^1)yhr9to=fPA=<@dRm^(b zwg<#{aQ?4XRmEY;J2Ipf$3FI_5@GjLnq>_>@N4nneN+ybNCg{*%!lzd4`x1&UW;@2 z%O>x(U%+YC?eYGobh)5+9gE%MuPRdUD?J7R2WhAdRU4GI2xB`FQ`BQ-iO<< zS3pHIlHF$Sd>Jomm*8L`A|bE)-rEl_N@O%^#??j%aBld0-tO-dXySB9a~6>2w+K3K z+v7n2TD_fjP5IZ_wf3-nKoV28m4LPaUrVLeryj;*M}0%_nL0NnKAW_O9}YOUbUET z}lyR1Ok6q{2qh!qE^9NF;G1(C3 zt>PYIGb!bJK>k5|!mvV3n+YVBk_QCMa4|`AO2GJHEfIz?>WVeeN#IsR?-6}L1oz2^ z3V%K_1iO72F*<^p&?NrV>k={tK8C9c*6&C6%RsFt4%cc#bjQla5~z^Y)+4I-6AKS< z{QI-hXb}A9`mu|@C}6F5zokSGFQ-^{9v4cq+bh}^rX)ykeR^%v)HyPi-}km~_2DHx zEA3ikg@%L6#2nWnGU$6Q$0xQCffvdquBzZfbZO6tT}B8L+Cxz~r$~4!7cLoA;$>`Y z%1b#}g0tOm8jq*u5f5VZwUzpHMd$Zr#y1c_RgSRYHVHQ+2>n?2&A}}c z4RIpUM+k@>=)iGVZWF0m|V3|GD!Z_H83MXbb;gB5(YR@)Z{l0?+ z`>xFWTu8?Xr^Hgr1VT2O^f^lc<+n)S6L6@*4GDga)HC|gNjVzWwX8=1t=r|CO*oQG z7`xPB(2wr-@Gdis7;Y%g*rC>5NF#%qNqAdd9U1;}^0_7OfCyFrrQx4(xrFnx2D6De zDwq}%I$tCc@Mk)uZebOYV9)VLv6M47wr?8JBZW9p;w-RRPmvB@FbpeHC7+1>gJWD!)hqa_|J*m!5nZcw0~<70+UZRXN|D?G8yu-)(VfK zDs9nh>1BLETg*$m+4m|DRO)uj+^9!{^!wy!jC((<6by&saW6phK_6G55eYWAWCiV& zqCm#SJwxU*1ekSVjZbSM0jWyuEIdhpzBLMBbLup3k7&E?;Yx*s;n-tQEx5@3`qj-f z2w)zZ>9n@PxB-RdH0wxCCj}HvJTlvkl<91M@4N_3yVLZOEcK8!f4NzZ&5K#<@*VIu zvLZsg`-hZ{NPGnz!H4Bd(OQ|Q71>6pO7)&xDz*gSf zF)3Lz*fV`BUqput2Sr(NKC(o}ITuqry9;+X_$&UkQAK}m$y3+`*YMEpKX7^GhL_b| zDnTS3qiGlWM^`QpvWrdX;+Z69)@;qwlPAL_aY1Ic4(|Vu+PcW?7E6Rgn-!7)^LVu3 zMm#(gR2Yu5&hf>6xH5h=_S$A5bVfZk)n1M6S3$tnS9ge@F67}JiOZz&4<9&waUTi{ zz2gHeVMsRPshL4YMujs2&V=IX1?9x~efPML%%(Knt-F9z@E2usEuInK^H2cahb)Z$ z_NGYX;bsy95bCObmQ%n;CFJGyb|UOB+&6z1S10*?AQ&gTqQdHXF)pk3p_WsYeY#SH z26{^4JS~5TaHq!V^1=9_2PyXn7nP;ymvLObSjK?v)D%fW`VpT$89YIF3T}_;4u=9tYZ0rEG)4w zBK}C+!^Ht_6kOz0aJfW6$>rr{G8j1%bgR>F%JsX6=ZRKavs1dr|0ft%w>(rJ*nB6$ z=@Gv$E)3_n!b?4Bg1G-9#KQmUNsNY1W|=%BB5;T3wCQ_d*d_QUtXLv|^0^P33m-5k zH1Pg?)OUmmdg>&fQar*z2iLS9eAoFcYtw^p0RdO%Z0IkPR`&!l^Ly~J)jWzOPtTH3 z2b}&E!Aph2rZgk@R=l*Dd_G^$o;xO(yz=#SG8ik7^@G~+mCpa#!XHBd`;W)1*dK92 zf}44(i4*1oRZdh-@(D6{G@bh(lX^L* z39-KF?xp6>xbG{VW-A$=!1$uGMTZXV331zO9l1z>|9CrPg4{@OeEnoztP~N(XGl($ z*CB)-ER!C>%Uaf#>%JMoH-%NT;k`2n>;Jz*OwPz*^U0e!@>g6iFxP*$mSs+W;63<5 z4G(%kQ(evTAqiZH5NX(_+JDP?6uF=s@1AJf|7ECnIQZ};T*IN}86rAQfHzSi zHa@smg#WJve+x>w=s#+j7AW1CbO+W6coD#NWP3I<4Bc=W=U2UZG5&|eP9`}z5JB{# z%28f594t82udktofYP|zCVUE4CVctvcJdYpHu7JHXuvQ$eY&IYHH`ovFG{$Zkg%)| zD{(nqfe0F8tG9Op5jI|0byIc$PvYR^O{JMc(AHc1?ZFrcJom4iHa>%VAojJN$1ap! zmn+_xs9^l3|IsmcQjKEqYoU?<6%q*E*lZ|;3j{icHQ!d?UzizsRI7uRhFfEc$3sju zMI$Ch_oA{%EH|GxiC;8!WxYqzb>xoEnjUP$uI1LEzZ_a6#cIu2j0V zDpPDf2|C*S{MFE*ND;g&@avoxRQvRY%1)9YX>&l!jxApBLwqmSTKseGYx)IlBZqq( z*!_GE7Zs@#8h=khIiDaovMC?&fct990!xnuW5!pM?uet?C2Mll8~1_TewHVkX^U0& z%$FxQ_P8qT=zf#))@unkE|V@qKyKzvB$>zHx;!T(-}DIF-;wX|GQmj23z*&V)_2k= z&?}uXU?NX~N|_Sxv_c~OoIf`WhYTX@{XI6Pv7HLPSVktn_+rtR%NjCRunKSe`hShqY(?-GE({x^6LxUq zkvtwL_`LH45{8Q5b-x%Cc$&4Q^f7Y46HfQHzD11ZlBo)svO=-h@iy#X0w$k7m%`+6 zFIZJ=ym2e;`;#{4IKq>S+j5-mPtno5mUmt1-i4di)X#Dxo6V3ggh_UodbOb7h|ig` zKq3+JrES}5jN=D3b@|qa3nvKCh6@-4KBJP4GOS3zTl8YV1=neLH+_(IoT5OP+7ZVV z-*8tc>nQGcqP@88l|z7Sd@A?+yvT5d z&Qo>;l@KkZZ_BVG#{aCx*XY?MT$i^&*sv9Whn%~kkRKNXuCCpWJ6q928c~XM|Aw4T zOzo>RCZCq)2OOWGDdqPq?W$`IdO%~*Dvwg|N$2zR4-Fv_7N3oG8})*^FV9ciwID*s z*}hfjJ!H`2t&uz`O@Q@ruF=(9h^!)M6!~l~-2bzlpy4#e@D7s9N(;3fbs9OHz1S1 zg%COPB;vX{)_8-?7UyFcCGD6LEz=;tF3F$%yYQAzZWDj^GM)^JizhBEo+rZleaRVD zT+m=xGJCxqxuD+tC)PtKxy;K2|K7$Y4RozrY*NCtJ@sol91}4IC=|F5F+5F^Ez9cg z6-d|C=A>|NwbH%juK)gRL1iPAWu`JrfM})a&v|wf?EAZ_$B!cOu>>!#*B;ztsOG?Z z6@lY%pP8!1Rsu+Ek3X3^O@zLCVhIn>rqhqyu{ejw_9NicN)074d{h;Ab+Lkiy`(p6 zL~)6gji`YAZVCl*d)jHoLy!xeS@h#P6Z8U$Z5>xCG7)H6%`%#NNnmUwQL)XR0Fi{b znyg1e|Fc)?3AX~&Ue64dJo zS^Qr`^W15-kw#@yyzIKBu@cwt#h#{hv*emf5eljpMF)Rh^9(^;*koZN{^t|| zm?&pi&Ga!Drk);hyn@qUBj3^>RR=bucti;Wys#0whgI6k z8?WZv;@e2uO+UVIz^$3VCz&TtjNz+Mjc}bqCzRuK$ID0DiU8(ya%G#nh#+tD@~mPV z+Gy|BoN-^}1()|M2#?@`(b-?y9{JRGpkQcz*@JgOHEqUy2cDGtDcg9xKsAj)i9?buHX9SxK z?vP%}j<_W9_IO3HD;Wf2otu|_;S+Lkt=VW!1bzMM-|{I0c+}wiMJLP?R153{ zpCMssa3!+i5gCsog-XG?;D+BFA4Vp<;GX``mqtA#u&&PxII2K`sr@|q&hfY-^7r0M z2`5}$Rd7w?_cYf3W;}wzuj-J%B=MR}Zwb2HTkLN2;}J>ECNZq@@Tf%UGahJCfxYea zw?`gc*uS?bx%?z@!8k*CB4)FWm3K{TI0WeVB}dzgeBjLm?r`H^)t=8Uqb~^6^fI?`F;ka|k4u`*b6*fsCsbg++<4a1|r@ZReKn!njb> zN@3~!2`}jKy%zow)$3$WLB3%e5tl~3@A=zA_`>)}C{jV+uc0!TD*+i#@d{~cyj;QRHr*MU zNg$fH-)<5i_;FZ{6B|9^t5Q$46-|*qLaWAA0JER(QF>!JZa&-9b}{>lF%=#qaH(IP zAOQQ5B1ixAArdge%5NB>l1Vi=J$kSP_x)ATbo%gC(;UKTllU-xc0^|F4d<$3jg5`cQ;0tsiNgFXZhI9 zf&l$lB=rxt#xH5dnq&X)-}$b@IWM_#$_v(eIel4KKm-ftCn8CR)mv2mkz4S;ub3RI z%lS!wZ^;h+lPI67ezL{yF$qwUpcJ|V0q9=!-VScOGscHab;WRBsHRHk-JG518Bbq& zK3RYpkEtBZz%cy%t~)0l^rK!-6>R&$z&qs9m%cPZ#Qwj}iFDHr5}cZC%TwD=fT6sX zO5Ui3_0}9V+e64?o`+H5o-l(I!wymXI zGYfTq>xtblX7NNwCb*uPO(Vj(gn6PklGfu}1=$PZROqR6ywQqr|4Dp4$qQ*b$D?>v z>mRgGY~JeJ&&RYVyJW~8q>WH%EKqNxONKRFqn9d$aJ?qmud}WR{i{GpCioi0+N2U?dEul=KvE&ojx!4sJxQ&q>2n= z*G%zO81EN;s4AwTwAym~4qX@xgtk@O{o=^s67TE9u$j1O`G^)@Z#N0HxAJF}ATA8O zv)h@1;cNX*W-<@uyWyw$(To3)Ad0cp$sD!jufo~vA4vD9=N=Be;-Dq+H8O`)jeEcY zhDw;Hh`3r&^+t8>IlLV1dUd~fJz(Ul44;TGmepFp>+cfQcmq-ovWd98mZxGo5HII@ zU4Eg`bbP|M{Kot9y}+aDdc}j&i1l1j(|&siK;P6;S1w0{>h{COUQXf?+lXr)za^4j z>xFZ_IsLX|`0XE3ia&-LSVil{uB}5J&~x$FC-nE~$BfyZLkS>rTGDO|pCEaxjBy3s ztl5}(I|m+I(LBCC?zfmH@K63bI40=lgMy~Joi4~C4LdPm3FasiDc!nWj-Ry z%_C$v#tR_n+>z9%j9HT&bISP%`h$OzWPMY6ynuXlUu1$a5mx7jobTCAfMc@`zhp6o z*sig>zCIcudcHF4Bm$bmz9zp^JycF2gRURHBL6qeE&Fbcy5C`cYMv!pERSydl7E;? zf`(pmnK<14U1j#)uL*p&4GTrbMeqa`{;X$J50GH&qloQ3B`*-Jr)Km#C&9Kf?FqF+ z0?a5HR=QRr)ue=*r`2TDveQ%2Y&YqDY!kl(|-hB1ENB)R|9{LJ3I@ zjU*D4(nKl^k_H--N{Avfmt-hOA-ZTleb4vT{dILZd%y2m>lxO&_sT7sVa}(Wt)I1? zpfySemL#n^6N zj}vv&Pkj=mIpnz2~X%UJ%=ESoOJtuHjge^eV