From fd7e9a085334a0b76bc886d32c456ef87108c4ba Mon Sep 17 00:00:00 2001 From: Claudio Maggioni Date: Wed, 12 May 2021 22:03:13 +0200 Subject: [PATCH] report done task slowdown --- report/Claudio_Maggioni_report.md | 3 + report/Claudio_Maggioni_report.pdf | Bin 672449 -> 676224 bytes report/figures/task_slowdown.tex | 249 ++ task_slowdown/task_slowdown_table.ipynb | 3907 ++--------------------- 4 files changed, 508 insertions(+), 3651 deletions(-) create mode 100644 report/figures/task_slowdown.tex diff --git a/report/Claudio_Maggioni_report.md b/report/Claudio_Maggioni_report.md index 87c6d521..be9682b9 100644 --- a/report/Claudio_Maggioni_report.md +++ b/report/Claudio_Maggioni_report.md @@ -158,6 +158,9 @@ compute and save intermediate results beforehand. RAM ## spatial_resource_waste + +\input{figures/task_slowdown} + ## figure_7 ## figure_8 ## figure_9 diff --git a/report/Claudio_Maggioni_report.pdf b/report/Claudio_Maggioni_report.pdf index e68dbc41cd4deffdce822e245a5c77672cf98583..68c09ca7dcdf1c40e16a462de8ecb66bc3fc68dd 100644 GIT binary patch delta 103766 zcmV)EK)}Djg(-leDS(6lgaU*Egam{Iv<7Bj0Wp`6;0O~0ATl*GmytLHDSzdg%Z?kz z6^8eE3T^^$7E?KwI(4d+v12(f5Fke6mFU)UUK1jJkn z39?VurK|q$Txw|ZYD1fEpU|Cm#$Vd-#!^T{H>MIi$IXjhpZw=ZFm{gJ1IxsY5A*XPyYOr zW7?EZlBCVEmm8N5EpJlc;AWd=H=7@~|M>9c{f9T7t|V{&dv(o1w*Ax9wQAh{L>jMn z`|i!h*S9yjuRcBh_{&FJ#ieZje*660?%R)V-&gbBZ+36*u6};@-G7sBo;3qZ6bJ)P z*+RKD!035$fZZUJnlU8Y0{2L+A(yxt!w>I%dDpjntsHgB6p|3LVk|K-Z#huGm{aZB zMmdPf2BQsTy1R!&m?oH_tKAEho^ru7h;>$U$G{E-s!A5?v=ua!B@|c5JFDv$O1{$; z6Rm8FiT5MRj45;{?SGq7ERm8amvK8;-IDfmh@KZpo`*SPjMFC?vb~vkfQ@i$rrxuw zj+=RJrlCl(*gi2%oPE@c*FG)g{&B^?l#RG)hoa)~k6NXEGBi*$rFK**9>*txeRcP8 z-w>WJIpw4NX)F`{D|<7+l1|v%&GZ??BIC2}C$B%*FZOQ5c7F|d5RA_b6M^~Uw6r)$=0QNVbU@Lzc1|&`)Ia9Dlg>9R`#e1FkYu&_s9X z*KdFO`04fo#($q}`VXnqf76-?m{%!iL-V743#keZz+3Ks8k zxo`NoX?X<9oO7U5K(!J$#q-FFZ#p<*udaeK16Wj~L#lF_$MexJ@6)+1m<-njB#DbVRF42|9RMVi^UO?uuL{}0uX(BK<{7{P%=n5CTkIS)95ynZ%ivg_Q z)rNb(Q%duQr6BNrR0gY($)nCAwt7*Thw0$jc4gcoV(aV|#U3*}?$d~woB4>W-mYG} z%6~j(5%;haZa7OZ(nOfOnzKR!HWEQSQWM3(5&fe;GX_l_IXAPMYF1<(nj8#Uyv+wu zO0@G;MoF%xca&0sw~Gy8@Ym>Kb_ zh@Hkv?U;EXU`9zn;$?^#lT?8mCnnl4k$>DegAhNc@@Up%Rg9>20LT~;V%bg~Crg`{f3(iq;S`9x;x><{{Jee&XfVb+!rYRNI_<`s2eN0l_8`z%#Qs*lD=5TB^Ga-lIY1PEytKx=GM58P^_4z1@e4e zj=*Pxm$Rf8=oihQxA{IVZ_bD@|2oCXeR^2cLe{bxm(t1q8My4z(oMr7wA_~&qgyBB zk6tQ`4!zR!AXXM=mpdLOg0s7+Sbr!w*-?=$YU$&t*;Fh@6r(8*n*rQIS1%s<^$`og zfi@`!ABKDpdctr`2OZ@EmozOVRUx)RVYLQuM#_5mtm<0g)d9K6i4aPw+j&Sf^;C-n za+bx?VVY|~mU7Wchj@sIt%&6zMPUlpN5-vqbw%_sD7U%|p|dF0C6Ya`Ie)b~J7dv} zCly-ES2nVNpnW|%TGTh=ts*crkWt)6gMgk7SX z+HjJ^<%B~zso04LL>p3c(Rny=V^}Xy*gg;R&WP}+uB+3_h@HkF2(Xya!OR2Z(@R;* zR)SrUn~G{Zvg8j$*}Xu=L&RN&+9)Dx=ZR8cOMrr?qCKku_lr!YH-Eh_Ht$*P`-r5@ z71QP+fW=e~nQf#dm8>~@^785$vNe+(Bp*k?)1`{qW24}ZBArJ;Ur_rZDA;FzvHu3UtU_bd-Afgm&HA`P3z-XPY?v z*OH^Iy3(e^Sh6gUgMTsIck~ilVC<;*NSta{#+K-U+PAKptlEOu{nHlpPw)O zBO*Fi6`B|SS`{MV`{Msg z5NjQ#LPLaOT7OP*<&D<4@?B)F+PDR!$|o7U)1fGFm%IV(f87R5_N4g@A}qS}LWG5Ji9qsl+x?*|k)8bzBca*PRITjayP@|3AeB`F}lIqMRX)cqd1kh}i_v3h$5zEm|{wbP^kn5iPNWE`xS2 z?SMz42Nv)c99d{g&}E@9c_wS2Nm;TUZyU&p=9tK0ri_`{gg4|IrmP|7WIdh-PGdok z!_2gSkb@qR6gjNP8bc2HZ1Ciu&xsuLIE;rWY7aRSwTGOC9-q{}Lr=hX9`Yf;RFIEs zDM2p5h_D6B*A+B>3IWShV%^R>FeyVZD^EtFnN>i+x&g!BM#s){WQ>S2Y-B_nwl!A7 z849h4GZZ=z$GFB>(8gj&Sd+nq@gPygGd}Quu_hB(^gwgKG8v4RsGvv89>u_5-oywZ zh5IDp!hQ;v2DrCM#Nh!}b>c8SD>V>bvD}G+1{QIn$Z8RP#{#T|coG6d8kV+J2?Y9_ z>YM-tu+)*~#9<7;KBj@kJ1X%HsEZEj;0!jwp5jk7!37w!Iu2+7pH4^dMsVL54muqc z3bz8Q9`i#9+f~cm_u+zAs&gyp`1? z_=mOP<8TCjZ_VJv3o1{jd{v*;RPNH5!Jay%a&OX})6YMndr+Q!zNx4@8eLU`a;KiP z)vTS97u=vcuIBZk8CP@clCI&Px}1z&)}QE1p#jz@WG2ya5!3kqS{jJM;XCwdfSslq zwUc_bJ8CO>w)+#dON8^_Z{U#sQu+s_et5pZ)eSv=8(!8I741)_i+S60O*6^n}{-F_w44%K2yVb|Z zxY{{?`13dFY@_Im)ba=W?eMZ%sGt;_Q5D`Ri7wK)x0sDZYe$$Kl!wHFa<{%7O=g`G z19Lo@T~*84?f*GucHS-Q&C!8~y*!}uux_qLQw%zkmN!TAel(rK2~G}1^AFNJLuEXY z&f)&ay0^YrmzIw6%cu6$Nef#+a7b;ls5W?iubY2Y%^b7F9$ESqrd#!m2~(~Yv&*)b z+}s8Z_YbOe1S&^}W=jf&``~-Ui*z9V#qB+ah-rI|WRUGW5&^gOAcE=bJqT%L*>kwK zemSkjAIPs4|7EZJ@#lXK)C->sMPmy@FPbf;)AI+AzC(s&3TJbW2t7rJPmE+;_{dLx zgG8h*G{V1kg+dsAByta)LlVvQ5TDa3ib-x(tFlBrUY8|Ntjb*^U*oYAY*&WX@{czc z|E|cokWWWu<4x;sxWRU_!(!gg!VX zGARxousmQxx|1=U{rbMHTZ~o}{9KH)Z64bOmdL~Xz(EyB&MbwJ^GON?@*V~Fj<@Ii zI=W?)!xt|)?d7nGcI8R=`|-Z~pZ(RgH}jv$@@mrlwYVt8^>ukw*9hC?SW-oQ)%x=SwBn|5hX@7@YGOpgem#Eji`)G=rrf%!!UzQ}!81naQ$ltX0p;2++;p#bB zgTuDXgla%j4ix_aXOSEvd_{$<@jYy%RUTCH_Hb|?DqAMyt;!``aLQVi3vfao@}Tfu z9JX?x&J-q7t4)O*)N`Ol7g1+_A$2U|mXHBukQMXHij#REmw+6of&okx11aVDRpi2c z9T>Ps2)Mz5s0R}Vj{57YfDLWky{u5~$$iJgbp;xI--GPp{r98@+)eK0h!h`xtcC?r z$_`f>(67g!El`O;o;eSyi=^|Q3L86XsuHb|&zh>!zHljPe8;wMF>3;U*5FJMO%_xe z_;t#HiUFL?gJ!{SZ7yOkc~F&0l<`OwDNn0Q1^hM(YLTtjWtfcms#p)d4oG48Oj zugC?kuUH(f`ijE|wy(e{J$)RozP=J+ufCEfx+fvchkK;?zx6ej!#7x487qsm4eaU| z7()@aB#doXhumU+J?AmJ!RiLxU)_$1qF>VhhmAemT2t)l#@#jcbZbkgr&~KpJ>A+< z>gm>jQct&zlzO_6gj2s^G1b)1z%ZroB#sd8ebnb@AL9tOC|dbw7WEt0)rQ3g>FxpK z|CzitzirK{?i15LSD&_?y*0t(AKogZ_T@2?M=Os;9<@AwF6FV1$GGpE^u3+LTV>Vq z?Nr}A>qVx$hRe;~tJ}f{z0NN~e3ZxN;b9#=e|V9)Tjc)$QY7B^3T19&b98cLVQmU! zZe(v_Y6>zpIUq0~Z(?c+JUj|7Ol59obZ9XkGBY+X3NK7$ZfA68G9WTIGB7g=FHB`_ zXLM*YATSD-tZoPj12s80mr)7`D1W(SR2*8i28g@6Q^DQc-QC>_hr-=L&;Y^R-6c2# zhu}^ixNC6Nz>wRo``*{{=I1OH6yMfw@3W7vp!}es&M0aDG6PD19NidMnOOJ$3W{nV z2UAB0po0x73!@s)%H7`71;EC{!oq<-Nh$6EG#jZq@*0bAPvY|91-( z7G4BOfHcq%=<=?#0GN3L6oGE08s1JoRsfCZUqA)q>c(hh>iVt*I$GH{0%_k}#6eEp zE;d%yZhvC1Gcx{(^v7F_2_R=`ZU^#owX*@3I$8kam=u`+N+8d7p$&ir8loDyDw3?se`)}*0z7~&t~P(t{uei@cV>XU zslB^ex_})1N&uj-c5`#$V`ldB^klMfcXeX|xmYnd+5g2)!`j9b;C~5nu>-t+x&ZBg ze>KM4(c-{u57BLV*v!!@>n%<>dgdybr0Q zqlGxg!Qq{?E5e`lN!Yyi$qnS<&HR54x1A%%)6w_;LuqN_Xn$e(XALaeotQNpZJgbK zvJ(H}@-9O7TV@4x1F!&q&H$j7xi#~j#DC4rA2I76@q0u3eVsr~083MQSD?R*CGhVQ{!{V45dteWz{1Ad?S16mw++Hy(PbSiK>*%=iQk$0TlGJ~K=ap@ zrG4M879dA^Z-0OV&=P@J3FP)Z8Z`g^?708RCFO2!uVm@~r1?Ml`rpQ;4mS4Q|8MjE zGSdeBVNLT#_g@+tS1B7WpoNN!o4NJB8vHN0teffkZV+{}vIo8|&R-(UKO4;ceUjf# zBbz^m8GwP8l`pZ_* z(Hvx9<7fq7kLX{B8^A37H{t~_Oa2FOvjCW-{zmVXihm;>0JGBH=-p5GKZxhuPvvjK z24GhE8-H;Cm^J=J?_4zhgLvOFnEs94GnoC2-ZPm02eGoer?B`3WCbt-{{i1qTK)~$ z-hC}?{)0K$|3Htw?K%ILgWO&I5#Zg#>L2i(wDmvWJ8PSNKrR5Y?LXjq6?XrC?`7Ek z1HN-{_#3jm*WvgN_+AI-Kak_y7UcMkx>(h}nL$K!lY?Pl!) z{6}ZsDY|)r{^9UW!~Gxdy*VELfbRu+{$t(Vz5kJn?LEBrU+{nL9hE<~$zR7K%io*n ze}Asozp%QS3&;+rZDaBN#Q2AaqN$sUjh8;l``O0&E`R^}_iu*(D*@%-$MQeC#l%2f zzKk3kYyd_!UQPfj$Dd1sm7UA~fBBmK>&E-*Tz%j5|Hgl=8vqdK1vE!kS^$~zhuEez zhm{9N7EV_{Q}QyMRN)Be$i+h~WlVPv;(tlxZIc0oi$1mnWl|M^6lC}e1Cl>FmgrE1 zVB5d0w$>kR4mU7Hyw#T=V05r#b ziSu@JKgO_4zM)^GkQr38ujWI07XM&v!E&+3@LEJ8=pU?MBn1Pc6_eZmd~2w1A1O?Ij{~P^WQ3()9XRdxxF52w5#l!ja%IAco9D z=Jq{uT4aJPv@BEMfzHr=rJ>L|07iVaK+D~)$m;k9@uvZpC}VBHHT5sPzBJSV$2?tT zq`|lc)0)PRN>$^$D>sP0a|>PSVt-Qs;0qy2m~=ST@=-1v^JkCR@VP}s;ETQaaumRHo=gcEs+-DehrgFb=P9T~Q;pb7Z+$e_q zjatrV*9ua5**EcT95Wvk6l&it^)?q5U=V)|F8A8f4~SC?dM(upq#L*MZGUoAk!DKO z>}^6N&RgSGK8ePr@SP51^xr4Dzz-wHoHJ+3#TG=ov=2x;cyA53m>)=~397*QGiqNvnQRMu>khI5V)c2-g^!mVuJ&B! z9mJk&$9mn??Wm>(1r<>-IDgWcWZkA_a?mldcBJh>`Doi4Jk$j~mW+5u4mrz4n*s_s*E05o==^n{j67KuKXe%e<>}~SZ7r3)l5n z>fe!1JRn(N16I1@eDpIxU}H;MV5G)ps)2sM@*`>N!#cm zlLKhm4=NRZVx2PF^ra?I5I#N6QU3ep^$F^6y!YT?rQf8brEVo2n z481L~&VkFE=6!&L|V_NPrll%zyWxg(JcK_$84#VPmr# z^FLEX~wz;R|k5D-L00gTZ zizX2(i$^j;gMUG_;5`~I!C3W~^qFCnj-{Nrya(rkUn8(uXqqXyXn+S-H}W8kR#uov zB!y=6j*H)6muj5}->=Lwbgp|~4_SI#7L@Y)Nu3JrDsxH~s@GS>XJ#Q{$5rI$KYcOW z`pXyZad^8>Ez?zn^%PO~R`8(gN%CYds}DD62xC@aDu2!Ho;>W@N=>_p&BWN{@*s_D zc2CC>-DJvNUxE1Y2JLHO_kf;Z${<;t^2CZrv-`zIXm(F7#S`+5R~pKQUmZ|4y9i>C zo~|6(do0tXy%k`CL)zModAq|Gmr_{d1k^h0Xs+l<_als-Y>d{MbT59C-E)m#tK;RF z^dv)U1%LmlJD8p(=pbQ5^{1mBrK7?+f(8h->U7*2C9@GYvuXsOGRS*OqtrW@J$&C7 zs`)I?Z6<6)8y2_rq<%@A%O~NWxYv3O|J$D=8tTHyj1EA@Vs?e6!=T%kDx{SAb+t-p ziki-R-mV7mPLXHN;#awLMJHk>2T1|4#MK@uJbwvT8nf~uAC@%}vKy-;CWXkXHabGH z@GH77rz0flZ_;1wotveI#GUD$#WzFFpKhiy@#ZX|H`k`CYzpO#HB5ByUN|%}+dHJ;?=k(GUfN-METxQdIba(4sqjR-!}AaP?bIWgy^D zw13i0c%bx59(?M&bUm6=20MsjA z))J11!Y0T17H^=?^sfq$i&h=rNuXv70)O5fvYrFS@HK~4V~{h2w!)B&(F;TeB65d& z?l?xd>(HT#;GSQ&-^Kn=&3C+^O&1y}%3=#Ftp|M!rt$TL*r*Br~AKxejF6vfZ zKIQxA^WGF72%g~M2>Q82i+?kC;A+Uo{VLNzO@Ll0=Zb)r729&41l# zbSxpEHxlNS<8`OXpwPgGr8Jl6X6x;WAqoF6x!(u1TKNMDxR2q)sLR#ib=E^x-fxq> z@=RKuA6)&74wgj0Zc^)?StP9)CquiaJ%%-o8iD8K*_;0GJHTiM{-Y#=;9q{I zlQvoKl|&v^T2n?f%w~@MVl00TvXrVYq|N{z*#PEJNxPj8?ho~hZRQ^;VYk@7mvJBL z7zEBqXt8KSNOuDaqc?PvSE?$E_jSlj9bw7Z@$KfVbMX83p&t3c={i4Z5?##9F_0Kq zp}bnL9Vq=YX;)$1nkUvy(0}W|7naL~P;sc>jj*p$OkCIx7Q*-5>35o#mqAJWCIxdw z7|YxGkqqt5j*?e!3J;8k+n+axh?v%3qVjW)Q#kon{x}Mv%Yj*J&nWWwY@Vz>fN#ehn}zgudw^LO3wgne@5h!Nfr#T&F8PJ7(LgIcR$IL%G9Ni6l%K9N*QuyUlc!I&5{5l9dd ziV6a*J;U4LFTgJzMYkE!1Xs>4fk9_hxF2*L2fk)zOn=ub&;@blBjcRUL0kD|Nb?T*Oa)gAK`E%AU=X;SXR#US0Om%{ zgY6kAk3UUxMwy^KPZjsZA+Dff7;N{Mcd<)Te&CiQ^!`qdMzCBITUTT%g+Un;&Nwc$ zH}mFxPyJ)MeTF)5+=qWE#d*OuW&J@mY8+Q5!wDrK(`cjYjek~LaT(jGE$CX;2Br&{ zyc9E~9RZayyTPDBS;4Yrm0a<8H4}562@17ej$N|=4oT7j+ydkqmfocWixej>cNEwk z)l|7$hoVikO+Up$|Bx_b6)9Oj1y0{S+UTf{;G7so1jG+`Ac+p(;B|*(>;~Z&xF5$N zn8(-c!9Zg^NPl9Of#|o`b7@{HM{Uy&T4D!JMl?AirYkkF9J-dJX*9ZULVkB;0 z5;OS+J1-siNrmtW&S(4lob2V@F~U&x>>Z!a!oQyhR8mqlo3~liFo{fB^Gv= zT)#(KN;@FQO?_Tj&>Da2vECfwUZ_6~7G1_het$Ra7=z@61PSo-&B0_dyCzLki?(2g z&LCmyBi4dVe+8$@n-G^|SDXJ{DI~0@Xi%LjURd2!^Xez!@ZA7a8v1zKxpVBedoirz zjy$sqCPEgG4+sn%>s>-lXWgiHz2)IELEoI`a2Y}!%s;Q|QJe7aetXl!`-S~ebxm|p zM1RcphvY{;md^qm7cVc`S~~Y9Vz{t$JS^x6?Mc|NRp>t*{js#dkTAo)G#`2OOt0a8 zOq+pH_@?!nkzeHnCKo?hVDv!nT-c50h+4E%y!_Q)JaJIX8(e~1Sa>wlJ?RDhZ~5x)aIIr&UM8LDxbwTMu{SHnxZm>9PBpEq@@bf-Z@m5e{fuHs_}nr5uV9|%ndt~iGzHQ zRoz$>a%I{Z?>Sk*Cj5wX2)wk*gqaiw)-c#_T_TrH!#d-#hqv9=*V^e-om|8#HGc*q^Os`e zV7a5b;KM_gJDbs=c21j^5??+z`WM5@$a&!ncP2lx2V0henC z%U;aBFHHjpOH|qyf|(3?sLy)a@9^6Qv$j{JS-z4*GA17(KRRma(u|ivj`xNb*i_LZ zw`&mj%+ZJvZx1|!0hIEiz8F>vkwjyrkh$I7Fa|n8-bm&JM8s}EQGX~FJ8$Ey?SX!d zU%V2S+W^coou%MZZ`-Fp)?edx31o9K0))GrQSv+flU8H<39%5fI<-5%-XvtE8b@+@ zQm!)w2xrrrDndRVaSya9ilEiva#mHM4=e1QbT1|k8aMaiU!@NA<|=dm8>!G;Nky{X zk7EHvH)U0fBB=A3p~Of#J+a$;3Oi0vC%$b0i(qXPrF^Pbl}*tu9Y(iB8^k;pcr#iVHn|-G_NUZ?O)qi?J0=(MOq?<3lEV27i@CfK8f}#e$j7U3hif|~fom+k`{JAXZ7iZrd zvv*1Y5)FBx?+YBo<@Wl@68_PWb@Uhi{T`JMqP#OCF!m%MX=o z1Jx-Gy=>ijye6pb?IA!_uH&}VOT92DyHRQp^z5MJbAN926$8VOZi-6`%2%Tkhg*8b z>lDdc+^N6)t>E%8PhcVl4`I19*;5BqJAIh4Q$96JT8IH~_b{3&OyGOXy&RR!3xUIv zlv@XxU3^FOB1MuMRrq5-AKM(F+JzqT!q|Cn0Ey`*!O_Pzo`ET7QRM=QpD(;gQ(iUE{vLnV_zt2rMR+2vYIPEz zz$CRN2KF>AH1Vsq9Tpu#+3W7_ekCLnzzwFXM~g{<%K=Kn1#T3hY_0yp!gzS<(xYJf zjzXnV0rsm0O}V1YSP}|xdqW&C)3p}P0AQS~u79AAaW~vSUU!aLEj@I|fS%NR@64Fa zN04p8~Q~nukMzJkCfffZ|$FM&K zIuhv?wGDgp_+gZy+~$2;5bI!4J-sPmX0&)#vV^^oQT7N-*`FKcBEUn|P)ZVNI0&%s zkAHDE+was)Q_a;`YGq3zL*|-=r*e*+b9WEzdnSD4yz}?bw-I{9F0xEUlBl6|HIJgZ z;27dLUo=?J(6k#Idb56>mM(HRy&BDnWKPz|T_WT=s_xG~szs!gN-5@`9QB*hzIAZ- z47B90TTUd9q)GqTlINBDtV{2-Ao1t-;-z#$j3BkNe#n?klm_0PqY7J9ft@#hbpzA&bqsui~ z`~>c{m?DU;9}wW(1DGm6Cf=S`6|B#6Y(+g>fdb3bZG}!`QEM)1T1%|9UyydMDStmS z8-Kb~3ny2G?|(z{*QFu5;#X#gIM`p5l|}X9i93lX{^h<%tJ`bsqr6I7Kmi0{W40>g z7t5BUc-1{fV%>$JpUlYhlU4hePkUj6*k$MS1fpjTbD~o9dEi)PFSMUl(DPQgEO6Dl zKdx4>hBef$Bdq%3w$TKsAvx2AFMpE1LZb4+m>{PcmeVTWbg4R{zS2{Ea6PAFpKU#e z3|Om9$j|%D_nhKZxoG=|g@|$9c`HOk0LG-=oUl2OO1N$?Nphk-h(>AeG_*S*Cl0T` ziKCNcK}-Sn8^Tce%7n7~ozsp5v&KQ$r$v>U`@QSJhS@vC=nOBU0|UbH+J6NqxOujl z+eALHFz}Y3c6xgQ4X{(f4&v37-a446y*#!ygCbP?SCq3F_d8I0?<2`0X2r>L8qg|x z?_lD$o4rKV9opl43z3}@uoqKxq<56zq}wyI>-ATU>ut;FtRR6<%fek)sH)*!KzH5< z&FqM@NUp}vxY^xMMu0=P;&~(=L7KFms#0oUZk!V zg*Vg|PSB^1beBIhQH%ntE-q2X`#PLji-U5!XLHOu6saam5dw+)y!*!#i^`yK! z&TT)7sp@h@YJjo76=r{xe-%duh#Hl#EA(C2U$K*)v!Epp9_73}WP%k9D%^`Y+jkjb z)nPQ;aS7Q3g9bjL?|&-yvy^F!EP0Bm^zrkjN89WXm2f1&58HSS(F*xSUx*G%V7bCE z{oyB*N~ZW7Ze|qf}))4kM2!ha43a;@&eEH38Oh?%fE zMc>ASjD^}0{anwh zGFj@m0QNS%4TCA%7R{nNeBD8@)wmSJJUluQ4QSNyH#Z&u;-I3-$iB3wDK#(344Xf)}&EU;6iJEn7ZRqgB=bNfc~ z7^vWG&sQoV7!0IS*$d77iYIPX=FD+r#ow-}omTVYxu~LtAV#I*^iV*tcj)A~g!w7$ zx61XIeSb+_H5=Rfi?pLP>fI~B?(@Pdt1GcKW@mgsfC9Sr!5#)`JTcYpuAaq6nc0w3 zj=jeDa1%7UmdQf+@eF|6#NUv8LsQ@en&BBjE^aP90!2fMlQ5b5Ars`$7GUz4LuRgqHU zDvT(9Mbo|tUwpUlTY&}>K*F|xR)0YVbG)xvLh>?GxGoQYf0P78!a-R!6wo+$!hZ+EH4-iUhb+}pbaMPkHAo>3@!rmVZ*J`pV~4s@m_5{SLL%YZY*l1 zJNK@N+bjMVoZt9hu8KT~9yDGlAZZ2)u6?sypKLfx@6?UPb=*$`L%;BM$ny>$?|(ad zKkX+Xf;V3up+qv_;Fa!K0{eD%$Gm)J@u};VDn03UBTRqtSJRe-Y?9qi=D4r!i(7K1 z$}kO=&vIYQf=r0T;hxzK@|X91-L-lCCLS|-p*KrN6~lwjrLg9P zj=0bsO?fgE9%Qa&i^(4WwzuRePk*tATd<=6r3XM?sWQF}hNG9dVN}9#sfTs==`8AU z|K&?~SY+_aaF?AjwQ+_W6@gRmDbY2vsms1D7dglJsEkj)eoX~_jCb}Oy}D$4KY{q? z8LMi0-U{Zu@e+vWhSFcQh>d!yY|;HyvVw>iRJaN@@HE=&6G*mahW>qc(ELmzhgtU!uSxIDq23>LI2I9-(~<$ z*wO{3B};(^JlDU1^N_jex;z6V2raq0SoU7#m2Og^5zKiadcSV% z_XKTdmLO^3p{tAb;pzcra(^MmdD>waNmJ7f&w5d{6!?QU9_{9OgrvY;Gmnce%OomB z*Y%h(gV3y4n%{`^h`n4*h%gaKYSkG;J91gEHWD7 z%(T+f>(_lRJy;+(9V+DL5KkL_L*Y_2ks}AzJY6sj@Ad^dc+`xiN`L9mx0uSSSo1J= zSV)l7;HBrja;KqxzW+VpX^WSQl&pMx2Jhvbyhu27*5o{f_Nh9_CHv@g{kN6Oug;XE z*Y7H-KLo%lF?Pg@j-o}-WcB(3F5cA6ZtrKYSkWxq&)_`xOlLhpu0+OBo>jy}V3US^ zgd2`U7*#V=Qb}BH8-L#3o$DLTrsIBZv%Gx@PeR$wpD>VqBeqD}4QY7M&Lu+A7ky;L zFycQ(Mu$uv`%-;^^fK&=WCRKn5ce(7%PM*E@U%u$NTx6+T!r8yh`f=vU$AU;SUynJ zi0?rk^Oa-S)+)3t$lR+u2+wYL`%3ME{OUB;D!_2Y*oz)6b$^zRzZ4|pnxNc=gc&3R z@BGVcgY75F6#RzVaOMa6(CG{ThZIb?Oll@t4!cyH?}eL1JkqkIi=R0q@HM(ENDsfA zbjE(V=Jv*8u}l*tZO(g9jR>G*iY_wefQlQn9{=5Wj7&A zgUNVg!SAPJRC}Di3*agn0{rc7)cpr>^ zC`%eFYQBD_@5jC53E6#nFg=usbDB|bU0hg-b3k4LZDW2s{(0c-BD}`O-mf0hIt9a} zfH(bB!c~@JT%wgKkJ?bRsXiNV+9eez$U(SV!XjLIiE%=W%j@VLXmsUNhGP;)5p6(h zparQH`+qPTizLSgoLA8adSax|9Hs3S@6D3UMU`n+-y#q{`AQ7SU_FaTxHU8&(6;2) z;X*1?4Q3;l^P34AtyyFzy0P?hl$*ycPRyd5&h2-7ea?ja1A#`Nc`(j#|98UvgOEKw zY(LcmOg$$}{LhwN2|MZ9S+kokN;+(ZCXd_~?0;T-667D^rCY%#Or}Y+mUK-}1XsRp zqI%|0vb{e%yzgL^BcSpM(%~Giw{T@TB)^Q&FfzNRm86f>WaY*_hrMBhP34J0+?01~HX8O6U_j7sU?FE*J-X4l$^d^s_Qltge0RDb0naW<`S# zX0LpIcZ58c=g6qyD09ouao5Kx69ykNlz%XTQ#S`n7Df?csDw_RWiVIx*xqoc=TBs* zKG?%2YfxRu-P{zrF75*LdUTGPgn9@d+G@)ZUs9QcD-5>YHqTKz>|Us_m{vL(9qxVF zum=p?r>}WQ5*_xIcBhJKtS(3ZPs(8>E2D2N`Yf_e1e3~+F%UDYAW*AV4#PR|)_AzuDT;mUg0sGM>S>kA4NXvhw3}vEMuNRhY@kAEp4M~{`UeOok(VdextLdB z@z{$)vtrm0WZ+%`w15(RXsKo>tE4fo-QTa(Z@SA7T+pt$(YgcPI4!sL38eS+Ck5Fg zb?3q86bCpjni|}-`kEz6P)yIYB!Bg(Dp3U+l_wCta*U?Z^Ipa!y&(^2jFdfM9`wZf z0%pvVE??n`x@Eq6yWMh}*IkTGp#AwRNc8O6OX#Icx{O@D!LsF0_lRtEnD8gESd^9T z*}HdxNQ^a<2`xRryhLSqqfZ*jr@D3{^sAL^(=?44Iy7q}47uW?-%H&ZaDNr4K(grc zB1+fvcHdtN5CH%A_i9i33LOB548%M}e$oyss=D}qbV$pzHcf;s!M54?)V+{kze*bC zT-URCR>wH6_4I6_7_eevI&xg9)3Dye7(^puFNOs9;e6cP%-VF=HVZND04YhH|HEK# zlijQ7Vv>u7o8MzdB>0*MjDJ}Lh6E8}>u-09v3*MXAZQ(ad>+?D?$gz<0-1-3&8h9C zhGJ-dCbm3bU>Mb$!G6&a+pnN##UDhdzj#%T8DenzGRvjHOJF6w4-WH%eu8!419?|D zP8(Nz_fisC>%&9B_a+L>TbtR)Q{gLK^Wo&oI3Z566Mua|PHO!=$s5`n z#n!hb@p&2v=><09YBBOkOJ~sroiZ>|+}^V@I)Rjbg`$0B4za!pDKw z&T?B7;caL)6++$|jIMG`yakd+oEuHcytM(Sz z4wWXu@4%N=hcQEsz|P@*SFCR1{~%$mRkAZr zT$gH0S4nMRtbeXMY4XVg>s9I23K*(MF~1W_9LnqHXDFzvaHRAJ$??Du&kL7S-Z$dR zAZK%gLJMP|HlA_dl!6Zl2+q}dHj=)a_}JbO0ClrFM);| zgt+@Sw3B`OIpGWr2Q1g+SNG6;7f7z&k&axi#E0`AF}yO!ow>zJva$6 z6Va4krPY5@*!K=^;K18uNPPn*p3-x>{khNYW)Naedg~RJpodS#uuS-Sk<^E|r#hHN zQ_!i7v47wuje7jzI&*VGp*9D~Wsr|EHO6*0%g`U)5CE=D^{r7)4;v{``5SpN*ZK(S zVW9l&b(#p3tuds*M6@LY3$XcJ@v7NriJZ7UUy0p%Ny3IhN+KA zWhH4v_`kvWZ6wgl1P-&n(Pfs;DkY2XXGd>7=zq@*1DY1n1mX3N?eD%6v4o6o#k`!R z%J>wCQ&>->D<_Q2V~L+?THI514s`_}q#JKt3C+~thy46<#hVjGN2V=!8f(tU01No& zLIp`hRG!r>$ipbFr%x-*_r=waJ&Lb?Y9)N4BP;V<$*A`N^_em}N$_{$V3@+?i?iA| zAb$*2^9RZ4XF4rm>)yT#d=N`*v9@78ow{4kkYH?QkC zKMV>Ouuo0Rp20RDarv#0qf`gZZ9?b)cxo%oW|AuV7}Icz2g{>EZ0jj2QS=$b&VRW+ z7FDxpCN0g@OFYDWu{pFTgL}>iz0o95VfU2=I_xHQiJ*8E3$z~G_S8{c9%e24IL3s} zo#^vCIN=c{q{^oWSq58L7qlZIW)00L)M7v{PL~p({DWxCWMLN*Iz#74)A5=!s7lqw zFeHPc)KN(2n^_i42zgr1tC?mFV1EEPK*qmni{6r!Akyy#x)y|V|J-l!kt{8~Byuc5 zvkHK74&6dgj5w-$BmifklaT%PlcM)d4WF`8dHDi4vBWVKYR2|b3*$6nAnFe3E%bj_ zuI>Bv(6F)~ZvbT}?;sJJ1h9C2JL+`)30SqIW5iAn8>P1ix(MyPmi?d^Gzeb*mDbyK zW9Ud{mqUcnm-B_KSLwPq)|I6K58UYC=t_Y`{lu`M0zu#|hU+Ui>Q>`p5@@|H8IXE*SpTVua~oe%!vq>4W`?bu#-H>6HEzO zjlD#iihL`H(7FAAYh@O@E7@zz>k720s$HZ+Sp*^hJnff4N`6Y?clkd?$=ZJ^3+$je z?Q&gzwHcr=jS*@%VG2{U9NQr%M0AQ8-=iYlhKRwo*z{+t<6cQP4U}w@7|T`oe8GO> zPFHSb7Gm$Pvg0tK}dH7`2Tn zlk`}Zr%+cfvUd!;kPv?rs$Gh5?y@8c!%eQP!WIj zR%}U%Z|Yca288exkM%uc8 z)i|zOEZD?;&WLj=uFtizNkSDhAUUQNg%>H=n6~sEkXYa#gI2K(_NOe=DOJM5w$4XX z2U)k|(Nc$F^vg}W)=O0r2o(xAseDmilVm&)K`}$}%PhSdtJY z_9&@+GTh?2!&zK~2hE14UAz9%`J3t_U=t2N;!Xo*Q$4@vL+F=-)ntn2X=t$ zdT_gs(kUMg>B@53;3E*zmqr7hE`5~FJyH!NN~)3aLLG|Yn)y7A>eca_?dH==Zwa-C$I(@jU=NG$ zX&d!-V9A*iT#3;7*vp=Poh9PrU&=S zQqB=yG?-&Z$`y>`zW+|oOp;?+o#Q7UkaG8%n9e5DVZZF#(KeIxW#cuMXt(+U!{YwW zUyJfe(<=+dGEL{eT)c#`VS<-@87GBaR_>#gX08E2dX>xbEk<&+vW=Bv7*JAg$(H2C z=7E2Vas#4SaPp(*4uT=mX7V`~EpwU8we-(3I#U@Ffhhgu$4VO3Zv-K3qUQKN0XsuE zE1Pg$V4*xi={&oR*jLs2bsZPz`eb{naw9FbGA9%SOj0~x+91y#%dD9&vCk$Z6*nkN zA`{x}aOEpXGx0Qo+QaZ)=D&Hwe|zY?JB5G3tF0^7(~xWmLPp%=j)bonMAcB>(fve& zC2WTWW>x>VAFWBVxt5`|jr_G9E1wB^2+;y#V3#`vrE~?q{je}9;449@YjMAHhv`dp z3hOveMwe|fq}E>Eq^GPr$BhO1=m<))PyjOJy8UMuKZ3FTff{~X)A1q= zL1iw{WYt?RiwZTvnmY@UNSFoZl$AXC(@N8>PtPxhkw~0F@&T>5)y^BmAbfw9WBVv5 zy{z&qmTCv_eXQuY01=*)+D*%Y-a|O9PlV;)e$vrnX8>jQ+DQv+Dbs1RDm$H{=aWI=$RnXv@nYo1oxydB9WdecS$~2mDCs*9U!gCGytGr=?y(&jD^Q@XdEaWw19}HapO=TNs97)}NbhX@OO$SMJ_hpS$>cR$2 zHGLe%n)H-zy0nvo$k>-ym+(uV?g=ZQt&Qp1+?IX;l5^ak+)R^uB=tlyTYyK|;;^Jb zK*l!)2;1d6oJ?DuyTgA4Lm6I?5qF7)h+muJ+4##Ul+jP5=5|O~5(JRd>0YrP%%1Wm zdFXh{wmf5MJ_%Y>?-J)k+Y+){H=XLZ`^?xa%uQk@leBQk$vE>XuaNe$n$(-RseElF zWz%Mml`5pKo+zhmYCT@?{}IlCOj5qD7fGjg_(fO11vAcWf9!ua4T=yyuxi>TK+aH4 zB#8%0?hwrPM87mMBuTb7L_JXj>g^>~AOFO{+=H~a_!9Dy^9+VTehZGeO}0n$hik7+ zz3&=BhuIjlh9$B#8SkMde&`!B;VDw9AS6+#GiFt%HU(G|zHt$N8 zs+!R#&S8sIk?MZd5uX`d_+BjB&{+q)G1o1qR_|x~A=y1^lT+ zFr;p8dWEg&haAc=J({qqffsNRcaA2u>}7Ap@tn32mUflYvP?-YUwO`88mP;@N#TNa zpyK@V@jLUrCff>?6C4Bs@hWQY718wIL0}xx1(ZtAgHNW3tYY>J{B=?iyprG`8BMM>-u5EMo|;6GI}4cW{00Fl*ra=(kkBawaR!?rtwF+6{5=rE5z0K*-yGpR zVv01~!r4mUll`^@d7Hsb5V_)i=jmM)zR|9bff;{)=q7I}3YZU9%nR9d z5I8#9Z-aNt*<3NGi38i3r1+Tn)saIbP#&NsU`=tf=c>{|H1*mi(T4(nicrp~ncy@7 zo1l|Ll49gBlYJfwbIGPd(_rMvPPS`%bQZkuwLMrwMR})=F{kN^PQ4D|r&VwW95b6r zTg87{=g1;CSncx{E7GZ5q79Qmd9b?cAD~@k@HG7?!KB3M@djsNf3vtXX_I9P#WkZk zl+*@LS5>){g4eHr4=bq7+UofumlK2BE`3il;el!(QbB}H8k$Tg&Uin2CP+4sVJk?L z81f+M*tXU!+MUEy-Hd9bJ@rKJoHNsNdG3FdyQ}xV_BQ;5>lJq$Wl z=CWR9O32@);MG2*-lE8Z1mA1he8wNvt@r&LC|XZ zz!g};fgpAM&3`&jqgTz2n4b3n;mYjQ+f(AiWsYtOl z;uOLxR9J}o_842DLWd|bz2S1C8`=sA=z=p#Y~+F}THgI)STI#1MJ2RK8J2(X<%c5q zkBly0l{SO*Wf@aaqdpk2=*7jk-z6^s1^7UW^r=rBH$#Cf8q3T1rX#u)(;BImioQ8& zYd^2I!bvF+ZV-%M9=I}d;98s34AiX;W+Ff0mto9XeZPF0J@bf2P-;J*EUB&Ag5Fx-G9^^$u{gn6|T6%u%t^0D{S(oOx1`S)Fh-S#F289Uzka3^i zvVp1_A&WNBMYUVQ*8@ z%!Fgp1>0l$x_cc}x-_t-_|%rV%U2fGjsH<35fvt>vj^5ZQzaZ(=dDnvj0WW~Z1b`G z(J)EzOGRXOL+geGf;UM12qtP9ab0qM&<_c^DGTu-Xd`-*SrQgfN z^KAtmQ<$#fLo%Tm8>!Peo&&!^Wrwb0N^*x+9r-2q9W0iV$I%fF;4u0-aom$s`G^+i z9N1ZX;n>yCgU#1T*=doZvmU8m#8aN(mEXY4P;&y*Mt$7fygI#^@&GJ+o@ zC?L+b$)PuEEAW3oY;2?Euw(ZD2;bu(=BSHfZ$d2{8j@!pPLQVR!E@O0ppHL&?3A{m zQL=I-z>^;rv)3goV7&emIrC{jspL4S%Oj@^RH;UTcvN~%DI5r8(ue{lQqY!-6Y+$3 z7Glgb+EP?3#?MMJ?-jUtz2T93^jwRXmQIaWJ4+PNO2R~xG&f#)if*ETkm$;K8$4EQ7ewLJv=eDEp_M|@rerDRj82iI z=#(ms7F~apKk=l?rLXQ zt%;BCQb{#T6wn#AzX~e22#E+Db~NUZAQ>%{q(+!|;-WGm}~OWN$dekX>0?6pMrc_+1;m z{SKs-c!G!id5`F2MT6f;y*NB-3u+P^hv|Qr1I=>G4-My&n&5a(DfTO3Z*j}h*DK*?Mtp6scF;Yw#`LIx{iSv>(Q~KB(+ShfKN4(SbU;Z zZPl6NJg?$!Yo?Yx20TCPS=BX#I=UG-$LA!`7&KnV;4o>u&%;F?$u0p^i9ZHnIE8-) zKYN0U14aC0dO1;aPRe?;I_{^pUae-8(`V&I=B2u)(9PQJ1tDG?D$Ahvg4}Qo!FZ2m*c?M-WTxF1Z!N53BZ7Bj5Gpm4pv*ibNEZMzG6-p zw=J%Zp5RK(!v>m0!Ws1tUgL8HJ6V4?jS*O6zN~zV7-xLwcId#|`sO%T)2I0V1pYAr z&Su*_?MX@7A7yuv)gW=tEBnN;)p?V*&2X3{*w|5U{BaK{w9nzTpZyErWNX64{HT4F z^|1IH&g$>0k?PY3O-fM(1Z!F&3Gh5e;|}&Ho=^>1u4Pn>%ef&+r|0yHGtqy#JtD2M za2Si-nrDiV6q#qrvv$v==du+9x+#;pL%k_y*w^|C)SkHH#4T+SNpx?1zPJuizrm16SKxe|aJ*w-Z7_$&ge@o# zoIMA76{M+aCvv)M>6cq&b-C0G`056-z)JlOeRfyEi<*e60{ffJ*WLyFb#T9PfBc0g zC91W2G7~zm5jTpM+|t-T50fwwOqzeeaz8#F3d#69 zuXOHx+>0-j@U8*}BJ}c>O!aqmk@1#O5P-56I_=P#-7LPM%pO2iQ#l{riaT8*nn9ul zB5k4@YYrF%vsZyGd-2qLdS#7fcvhW(#uKo#nfVZyY!tOfu}2x{2u zs4@9%y?w9VipqCaFk2ORdB4r%*%j`F9qCy375qH}w z7Mz4Hb2=B@1{QMtIasJ85XGVOTLr4nVpLM^z@aXm3b;ezFpGbqNmnT{tF~`1Dba#B z_Vmft&o>kKxp2((s>B^f>Ul&R48X%uo(whD5T(~#ivs&ZhC;5X_nG?3V-=zi0Z6R% z;k-4h9GHggW3V#0F}0U-bv2Z||7SS8U8Fr(jjac1&Sz zSBh4Ff}F)=rxJg)ZX#zz*drtT#!MV=x?m+bH~!RA<}pa9aBpPuqQ=~HZpRpF9xK#F zs{2UD&C>VA(5bN>Q!Jl2U)Iy+1FY(zkpc3%+gtAVzXvk0$0k5p|H-^(g~ZV?Hn3zr ztZ_6@lB9oj1Tv!vuizQTi5K)xWQthnFmvAUMDlWjKtG}&l6@=bT7YgJ5^ zxfx=Jbt%=G|GQ0Z>IpbQ_N)EVqBH%ai4L0n728u>KwNqy>y$4q1!&!k_Py9%7b_#~ zGFTJUec^voV3kAT0q};8rCmOBU;@2)(&^(9K0kkzuFNYAd@p$;mvJtRpuZwBA`vYL zI%O88F;a!nR$X+u%-lE@7FFW$N!v83cK^yRhKZ=W|6V+dMyKd5-Fn6GYqc-b&}68f z`JkK1xbFt|qbn)BH_-BF%G!2Ya(;jP54K^zg6MzYZ!4r)S5cu6vxp~7ozr4gcZTB_ zp`2b40^ishxnr(?OVGiYDW&_AZdP)hmlq;qqoC{IK(EcD-nG$;nUB!JD57}z&0ag&0bB50 z{J4K(^=A2I2pcCn9Yr*D*4gLW=X*4cWZV%t1F1r-^67|rRVF><55E6Z_*9_dSM97B z6rQdxv(}ZkCiqjhOpa)G+K929-BBm+peSprYx%7@40OxZD*1zk_1W})q-0I50R=X& z)>%{-`-snn1?x2g!w3o}J2euyMeB7tc$t4mmMr8S@;e+b)a?hs)@DOBayaU^c5wB; z%`%WiE4_5WoeKu#d2CHx1TaY-HVFkf|4rinZZ)7#nhCjI5CKo;O@(RkZVa*pz6A64 z{j6)o3#P=c$#|6X{G^gRz2Pn5l^OGu=E6eidt6dg35ViftfrRy34t9r$NKVGo+p2r z5Dp>BBn0Qo^`Cjb`=qnq@gWc@6e>{fn0eW6(3vRBdZsRwdU9Uq*&`VnMf782crL^! zuYjq_Fg~>Z@HE4!l_*5tN%qAu)G6i2Z;8?7m;CHzB4J=tD@c@#OC{JJ_NkgXy4Rfx zKxV;{Koa*XwIyBVAi&q~5969zA`^c(xe^dyqf#qKA(&n-J3I`k?e|{J`ul4()!!P; zGqjxMwDs)#aZlXUEeQ4DGLABW+pO2>(H3x+eGM?V-$CxpXK3i4GDcpJ#_2aBudZf5e4b+Sm)h<{j$q~miruOd>Q^|36M!-|J``Ux3T}6B)u54GNMiVgd^y;) zGx7YgRtnXE+Z8u*`e74l3SRiy5NIcp8}l%ML^SvsKCy24#2q5hze^f2y#Ng1wOcP+ z176n%7wE~EuJ|dFp(KH2+VOuqCc;a?cD!G5tP?}-N!Jd~x6rNA)c3tyiTCMPwS*~+ z#)A(r;)mm8*czI{hmk+Zk_q_~FP!U$+<0WK9W3Kgg8%?8?*%>n&uAtc!~ltVeJ_<_ zAOQUFcUA{F39I^fEHT4+$;K_f;k^SG#spb+BOQjwzPM4jY}dbt`J#U!{ci0r9-Rta zsYEaic}uT&SyhaAf&oOe>g1OO=(4gKw2mwwb9rf-+L!?FF!i%+t|?T)g%sHuZDr9> z)@z6kT>hEkfOPDp3jTYc{UuF^ z+$gA!JhU#b?69M;0nLBY#3{W@!}(=|z-9XWqwdLy5uMdp$Lu9xo~si;ahBI!7?Db? zac((XO1KF=1SEkak%6yWntfS}GQ#1dFX=e?bb+jKBnl~>XHNrl1NR)T0l&sB0?U=Qmrmf~#G_VpF)2~G4@x5LHi-2ZcJ;6=K}0p$5sFVaW+-;PIaHe?61eb-m)qruyTIc zq$x?j+bADbf9pS`*j%#zf@Rr*Tzw)?BS#Kq8xMSuYRTI1`OH*UkSXqjDkB?*v>^~m zbniPXdq6lRV`2PT6{V%AwVys!F?vYJ&otr}hkS%MqK^v242U(QXmpKMo?02)Tx{F)`A|odf!_AP7r^{JFJX8G;VJ6*u^Ig1 zgbwa!&t5<+d}v&f2;S30H_k1RcErb3d4@gTvT};09+o4T4Se3wn)XltUy})ODFOWi zPdckbUblbPS8~=QKF6XHOdM9vO;)yE&8xwxK$=fb8uKW6Oy_ZkCmKTD4A_(gIL9i)SQ@FpTipoR-mq$!b=?J);Jf`vuI02CCi_JE-tx4SoWrnuUzZcJj0MGk%&KqUyC-v!Vh#8}7li%TB8O4(C8 zz|6?&&NX1NGsnHQ(=CS<81e;$3v!z?Gp#$oIV%MV zl|a3x$EB6JivhJ{{HI)+RV+KoDVUBd#T|>#L0XWo5BLS!r zo&GvddoNRt!SoJyP@_3F=%p>UoBk%yfwyYs)DbeV(?D;tf3o}m{=H`H~oqJYJq!HPu6@cj?N%R@9v7A#^Gd z(H{spZTRgeo2zJK(Uc8T-Td;~VsSw2iq+fq*ldW;>@)eJ1=GLjRBq-g71yBve6_@3 zCBF_Moq7z#JUze-fq z#nuRaAL5kRt)OW+<{=8gUI%6z&MeOf5+hZks`sgMK$meY5Oc&XzW)sm{k`zX4cX3Q z_Br1+k%^HQJfDm&ayhU)EfM&tG<^iPCZqB?>(xkMeDlB|%2~`5K(&f;2_BNwxOl2h zd4BD~t42e48zO?3iK?;8WUPM^fs*~7pY!exFvIlY09n+lgovkje9;QKnl^m8jO{C} zvI|ylK8>Zji}(}Eow9tiN~C(A)aFPe3TBH4Q7#^yvuc(?5{THSM%te}JB`hmd^^$8 z*=JrO>+UpoH7=?J-o>VOF1v8LoO)OdU|A{F*N~$?gnidh&r$W5uD5?odo%M8n_mA0 zjbVxGCZK(G5sPU~PBYww{!?3GE8=+lZ8%`d?c7-K3Zy4C9UA9zIQOJm|B7UGvUdxK z^1UKxC9I-?dK+LDqaZIAP{BEhUbgvPk}Qta$$1|!DJ!)>NA7!;Fe3_TC;{%XZ2E_| zjP)j~Dm<3T>+FEe0dId7b2xpS%~3KR$fp-Q5Uk8I@OY%7fH#Zisg2ks$%|}0>Smc} z1DjZi&jyDgA(pq9pQ;O)IlgeB;}JN34G(F8Q7YI%2JG$-7+o#z{hkNI=p^=@7sK=3 zML5>f*=|vC*ei{Rwd;-jP5n%{t&UC^72}>Z} zKY77R0`Mg3?pz*uqzK8q9n$hNi$AU$>$VJ?*Itoa&memRP}*?ICw^C{RRhz0`EE|0 zjS53H!<>}-BY4@!?RhFkq%|j&mI+w9TefYkqFYe-l@Gkik)=4~SLb8#+NyheXnd4dx10o5c<=< zBy|F5Z`aLfr5hK7pC?4jREm2QnKw7S4ru5qFR5J+`lwC+=?Wwc^mMGdo@)e8d>ZN% z#llY6^A`o9B?G>4C72g*MSQh#`I|M93aWIZcdz1`9j$*3YtuJ1#@mrCsqBDrKFSgN z-ic%+%J`m?RfY_qWdm4%0fX|eqg%45UyMM!7`xRs48rzx=nBo_B@IgWG)=6(UrG)4nUht zUKilZ>lA;E7wX!n>vWeH1dAH|kYCMNVhOuQU#}AJcsvY@*79-0TO@$TwAd508du+t zD{7+qFwKkkrZ|miX=FX6+LLML=8YIj&uUys{S}Z+Xu&|n&La>N+nz9^t6dYz1pp9h zp4HKA3q}3QXLZR&Lacf@UJ8Tl3U_@1J|bdq$R>Z~|Ap;%S@ecW7i!{{5p9!}+}RUB zFpk#HVPa|RL60dWk#DmJvlKLblWev!h%ak#A36J=Ms5@Iw2LxuxsRO!BgKD_|KtpQVYkb~Rj+M9{kcbO`U$RYIp3lLG9 z+gAcu_h?M z_&BY8*f5A=10a3&X4B&3%nu!b;*Skg7Ma+Gl^fgQ!0i zpJHwf-uh=U{7*Um`r}8h=(Pw#hJ;U~|EhmMojg2NoYS!EfiLfWGv&}QLTG?pb|{e8 z`VJY7qI~SfqTVg(MlJMm8zv^}x?;QYmuG_ROGV#9O95sK|38mk{LlXH*4{cV*cLg8 z2;|np3W73o>OdpMUnp99O^|;&HhkQ-Ojf^xR{2O3nn(>xtw+k$?kIoo5U*9FxMa8@ zKqKO*qV4zgu$N!fq%ep$YHD=-v>o3eYh z8%hU%t+ITltST*W|QE;ks4FDK6j(Kq^Sk)5A&zP*|_@v962KA!O-kfOj zBjmW78~KpVmL-2e;^P7u3{k$11TWn~27m2!txAzg2fnNykH75Qo;|H)HR};I$RC|p zZV$Lh^DSYa9|+i68>3;*+nE3mfVbu*b%aji)Lkq;t>?1z9Xv^9bY|~12UXv{dpQH) z(<2MHjUkYcE4>4cAq0H@8SE!*MGRF{4vGI_c2gn`6ik0&pgEzR;8Hk5wWhY=uTQY6 z4CnP1;*V$1{B|j4xg60G&sUQxq{-V46$L4-1OD5L+Z*uR3unwe zF3;vEsl{VPs?V)JM{xVDeK`+@gJ{1&i~MF$a)qC%HNIA8icugosfIXxj+SViks(Q= zLYGffk<)+FOqZzkRAg6u-^5|&tnRX0ts4ZnsJ+EidT)@U&7ZV1^wA`Q;64<|&E6Px zZ$;jS`|{SgPZH$nI-A=lTkV4-bR+T#3UU`_`Prs+pZE(v3m)72tYRB|<|*?Brb{Sn z0zi{6F?&zQF!e!GD6hg_EBfa^?{S?RC-)mrFgt(yGrm>rGs9*cgf$ry>d$yWq`njc z+*y`_CQs-i$)gi_{i*lAsNO6WTI~fqyh@)$DioI>5HsQ4k@+~ z-6ikNhM7ZG`b5WRq}Noc2$q4nOj91n^pUSxMpS8}XYCRr$j>SLfj-@n8dJ+NkL8!m zw&3W8P`(r9c4_NMV=IBtG@417&&n$Gh|GUGQAhg~;pqHwEn!EGt7yX~n(zW3oE&z< z#zvK9Xv<`?c&Uq}@qrwG!O8(XV$PzAZc5!}G@)1nrpL^#>@dl7tiR7hb)dY=mm?(t zl(ND1Q6C~c3(wSBG>9!4R(hB!s#D;5zlt-F#Us!?b{@$B=Nt+|6xw(lNpcOyfro#f z_$v$UmhS98^*@_7*V>p2fdCGUQ7-w>HUHax^ubrc2?6+kn6b!lbu$`|wl6U&avNls z=?DH?NgmxZY;R^A(pp_sa$IpAGPAi~Iiwvf41}xF|JY?EGCIymfn%Q1fnv`(b}B$I z2N!pp>R2a0;nmrLn7iJ5<&6-aknZ|4NGR^9D;iWaWEj_l@wMjl%XD_j|u zRYm5)HjIigz<1XHcc=2FeJl{s>fCL))R#gS3j-1&`Bc-7z2m$t{Wa^>D-3`;WiA+| zi}y6JbCk99!8STC}@pR(jMsRJe0?$D1J*sRD{!lK!bE#f9FI;6Gts^D9TxgKo@7%&s4|+q-Vp zZM?J&@5MpT2qsw5S|uK!bvcG=9k+v%VWa{kkMQwO1n0Z;(Mf_?l!D@eZt3C$CHFQY z95zU?aS&Xv=kZk!R!o4vC}9^=`ANJD!ENM5RIe3c{!n7_iJV87mtd!}N_3uY3A|$9unLp>_;F(yoIV-o z6f4cN$@<8?s}DTvdl8JF2g#btI*hMzvkpv|4REEg?1+Z828p|=YoC9fNESO*B5WXx0Q(v0YWi6DDeEzyMta9+PePIFv^ENnROcx|)E-di|_ zHF~hGHo$W=JU-0GTY`Tg@P+DU*FW46p zP|AZzvND`nc?*7HpLn`^s-^VYE2M^AHDcGJu(L!I6hD}I7Qwq!d zQ|==qD@?~x6u=a12mg0~tw%|w#lZ3fam9D-1J*Do#NoTWRG)u&QC+L!$4;F88p3-d z?A>N+4>EFNrUzWqcucpMPYj=3xNI>Aud0W>7FtfAnmibWG?aNhS|8<-gDUr6$d3++ z$vm}p{tz#iD?cYjsjlbD{iGOdGljU?7i}q386t7Kn;A z?p0M&F_U-vg`x`PYHDhTV#^WphD0pL(4ekB9~AVvZ*R-~4@E)spq7<(*wbar*#9t4 zS;FZPx0i--tT4;-b;P??aSkH!`G_R14;}~y>Vv#wS=E1!%v-s6E|I`4dY<9DkpN## zXAW-9$noCo(Mjj+8+9x>J9mqA5d}RlyToS3&KWCdMS|PF zA$vJSu^_M>WaqKXsu|VhN(9ra@*G zrq-|DgDXwD?jU8S!v`t-Hqh>6^Fb&j;aY#T-Hsdd8h|TEy!jPMoQ6q@nQY{8JCT(k zAMvD=*M2Pv_yfWk`8!R_TA`h?t3|&iPq~R-C@Z-bGd8qdGmO1CYCU`m&;BO(em6@t zGs?nf#=9WXqKM!gE0J?md(fZV`P35&J7mG?g1tmVRb0%CjDmxoRjE>KV(pV73gUlC z6`jZsZr|EJO607wLaP4J&vXT#&ey_jB(Q2=*R}&Q^dx0*knAI3cS6v;4ig*a zso$dcW-}X7tfdXO#zTCRT^)SNvXOuMhLBjRWE7BF^yyUq(6|VYumg6Hbr}AgCQ5%x z93`Gh5D=_2T-njx3~v-dDy#RHZL+uhjWOS4Wb|!cK*HPFEHg>kSfeI-iPN6 z=HW86#er6nt0p@a5hPGr3xV3u^8c=x z5T&|nOMA;;V8Ik^vc?Dcr(l2nA{&0eAQGt!vt@%E7HcP0>bzjwSre5K)HE+e)c17` z-6LIa6i!l+`al=vbmZgqxBw`S_{@M$zhIn8;y&agN_J>Xh*D-6V zSn6a+oa~siC7J@THdW}-R+V`OS}le1@d2zJ{%3bRK~oN;4mA4*1~Y%cWP(0T&Ri#f zf1Xiwz^zHC$TvVhlu~ueN=A}7KUNyUIbUs?isbaftJxsRTi-0i-t=$Op@ZuOW({Ee zOq9`#igY|$Tk}5A;iEAQJk&GR=-RrnaE98`yQ+K4AIB^4;3Ijy8;?CZsSoB`Lku>( zq@U?juG9BTRoMnPw$B;WB{a10!B&HOu}{D?LDYbK$NzsOtMyAC1!>V|2=t z+EKU=j#j-cC*WnE1ca=WY-?DDFIPTGASE4G(8AS=@z+MyuMRP7Dt>ZYVa zNH4yvKrz{?VrBblwnzP+**=EusQ&2rKvophwD%iZJMnCh}kKIlhG z<4cHpV=ehsa$tWh6;>d7jx6)~30@Anw@vi?3P}sCz*>O6oAty`H$jjdSw5Q?K^?D( z0*5eb)Scc$d=Tm4knfc7M6`&L$a#w2Kc_CG8)}hUrwG<%Q)7xdBofhG0#hOQ=5g-O zo1dTp<{nfipJYNK2){dJ(h6OF^t%l zTKf@VkoY&FqV>fAuRvXyCsI8vWfgsm=!IG3i<&F8UcIK8eT%DJ^ z9Wpi!&$DlYHJMW_Vj^Ir|^*yCO2WC7;Ox3q*VyebOe+x>ckoywPXs9mq#f zl1RTXAX@i?+6gzuK!bE_si;+b{8u_DRt;VWA@?zwxD(=`>UW;I+s|_&R@V^qYm63j zK=U2~j^*`&3Pjg$7X&Pz`E$4n0DhM!2pgX?kb-~qQw&fQmHy#_bBpgbm@9i^T>-IP zFf5V>pmEg`^U|6t9I{aZ#z{1EnF6f4*Zb0a3hT00UOhEDV@o)+GX0E$e^!JSMX6u#d=a0-x&3w~|4 zRLFnazlg@>zx$4p?y>uR(?KJq0%v|TLi=$Rx7wU*O~t$!9QVahHw}N%*DBG&21}f> zgZ>zErECaq+4;`PK|WCMJ}OBygQAc~bU-1O5mAneAOhn@L(J}?A;P!QsK?cH@Bl6c#{5Sf zIsL}=b@)>kM!9JW&t=gS0yzV;Jx-*M2jJ3WD_*=j2&VAlF}S4wV{bK*7B(sb4?8OG z7XE>Xbqa|s+V4<}?})79A+&#pQatO=J&bD+4YJKI{y#=Wg>v{xY<*M$QOUX?l{J55 z2jB7^4LL7XR4Q=8m+W0r6RH6s-*G!inO}7=OY%Ep5i5XG*yYkjhpC)6uCk*ZX$f=_ z;(Y(>PQJMnxG#hQbt2EIc4bb~DmFgW$)OPN5xMeOqWJN@|L(oZVs$LQ<9%%;PTtmQ zVdu|7=TJ5V*gntk51Cv59bXv=!{vVh;al=u>xv7!0$U+W(l!k6d*B#gvD_mE@zjl* zqNolIzei`S1AJu1r*3*lXd73p?b4LM5N!Xx*>yycarnQGN7>wwB*&pd5VK$&JwY(Z zn5b~UJ-p>0Wu!SsbpQxJC}o~+j4uI=58;0#KE3Y$ z`%=&JjmDq*)^=pm)*u8~rPvC2>*X6yZX+eL?ZbWE12Xb0Y z?rs3^5Q_Om(jI2bkoC6`u3kWjkGvVidG*geh9Z|CV3}JTeRt{Yx?LYsuSX4xfp*c= zE_D?Q`PYly7SDfb1|>r)OA`e|4UcJl@bnFF+=R&L1%X#OruOSfSgyxGR2iFFw1D}~YiOP` zofQZ@T*7Gx5O&-nlR{*WmF%ddJVS#`3MbUwTC?=y_TXLgH$l3YAc>|WR!kI+PHEkV z4*{FNg$t4|7vkeT6E@mfOBfRT6-qffPp0RY1`eWyhMSi2S51GD?)-MQR=OnHQKF%l zVSj{Q+0c6V_)^L6AzLJ>YQFrGnh3w>fV#r_vv6q2U(V)w2r3E^wO6{6IR%cz zf0rj!#iv&&uA)GrGsWawp7m@HprdZeS<-417m0pPuzt>Iw!q=!Sfz?yz{$JE(MU0pjbE!6aZPe93Lqp=()+Llr8@R6y zb7g2cv*3R_%&tNkv!`vhor>=)LQ|=;xbQA#FiW;H&^!0ag0UF$fJa_u@$dw%x8bcu@+xQvT!!@=H$H+xNe6a z6rC4RX!>7nhp&VeTib8F+X6D(VeI#5-Sd9|m^Xhcz4}`j&q{((VtR*rwFy6;H%Yip zWEot(nEAu2cj-)t$JJNRs%XZAL{-y$Y@I`RpiQuaClgO>+cqY) zZQHh!Z!)oM+qP}nnb@{-|GT)myX@*sud1J?>YVfH%!Mj+I3GeXC2}~s%*LySmkc>r zIP0~((pNpmIoR&7EwDHg#F1{KZP-3G1T{fKA5a(CO+q(Kj`7uQkSd;dIZeg`@_>QF z{?N>9V*s2zW8tv3esP11*7o(LW>`)q$fW;m)itA?RCm-W({6^%2-f;E`4`b_h4ljG zvay?T)Kw7e>_h5WDfZ}#5$IEBX_m0VGv(?xZQNMyXxXi&a$A&*U}(OCoy?+;T91;1 z87oHBbKbPJIjD3A`f-m+asGRDJ0SI?6i!yM@2RKA*)#O9;Q>hV);y;}SYzcT!W4Dme{c$pNYqzj~1#W&xq<@W&jsQ>vU9B>DKmmBAZ~%{afS(>{2Vd*)V7 z_VDe-;cTJeER$x2Vbi2)9-Y!5Ge^iJphb1|0QLg+Pd$8DkyY_Ta;hHwN~hgE$h*)V?SBIH9-J>rjYUk{~+q5JaIwPUbt6Y98n zZdxORiOiTQIH`1w#x$Y^Dv@|6B%v`8h-dDcy5rr>tw8RGFUW0J@l zgu1ct7hLes&v*OEvY^s@vW!t!!eh> z)fO?s4l1u0{hz!A8Y}{;8<8FV>ZA@xyM&N6_1%MZs87w5}+&x$uJ>;M9 zyeax?2ZBUJSj)Lw)psT!_f``jI`le;@;EgR{85BsFT|LGIB)US7+uBuL$^Tf-(9Nd zk@_DjMLY6*yG7=Sj~i43G-@jHWk*Pg&yl4I=koG9k`GkC|!KW%qnzbIN=M3Tn7XO-I)# zgivvO8sVHr9gK~UWi&h98kVtnt#V+FphpY(Lhk&<3_$(-U{{8BM>J?io{D6(j z&834a(?pTR4!ia{y?eU{o8~+zg3YCbHsV7>U)d%2n>kF>pr-DfUs|fhGpXMt_v>mC zeIi*j|MTugDQV6dcvBp&kM#^OwoL>Gn}tk`wUsCfO|C^~W}WK!7RtF-$IQg7r1JB( ztaG8zJW#sR6e;TW&pe|1TK$zzh6r8_6T(e$l3_oPuEE1`;}eg0Wut$)2pN7S@2w!1 zCiN;GD~Pu4UoYlq9k*^`G1a|3f7RTz7*kLZN}>0EwZb;bqay!@`mzXi8p#Yw`tJ98db1yZ@sCGus%Amb)L)8#;cKvReP&G_r!O*h#jK zbO4m{+))Jc={eO)1Lo2(F#?oF0Mr=Tt_5rafSO#rhTvK^zGn-KViJ`S!?q-MNn)66 z;C4kO5AWou7x;Og(k)DCg@hedk2zPI6yIL+n^#7#(WtmifOKP<9_1xAeuJtJ-GaE- zGkR*yuNSmTo6DJx-49*jy-OysnkHuu^SzPihM+}P0ku1Ti#+<3~t(#{kX zKawbSlVaPOhlS>|Z2~6UJEHP(yM&EuT)IN8cG&QL7vzf~B9A|Aw#(%@X$Zws3K-5J z<_-KmXj4w6{|{}-!Or@BEK_De7G_QsrWAn<2y{>uR@VQ;nNqd<-GFcggd0O{J*7l4&*{H@j6254tyek~ptgwT(jF#u4yC^z!plr2E;qx=s9R(vkuBfDmROfbdn z6VgdYQ)AqGU?opW{TvF7J2Vnz>P;!)1srb3%dSC*~+fAafW_KyE*C7=3; z)c+y1{~K2C>my3doFW|jp+Au~#kZh_^0NE76Gj91CIXd(_zuBo$2{h@vtTlJ22Pgt zpc=nOusKG)HFUp)rRgmg%yZBAQ?`19J-_SL{J+;x;7hsaflF@IsUbYrE?HXK?*ceT zj&Fh)p!x07;3eg}=K@!u?0X#wzO>p77<`HPgAYK@fWo;q+`rL)Xg$mS#y=4vYOe0> zdBUcK8btX}|C!kJ{@(-F_8Fjnq?P*`$-idbOOYsA+wTleN!!OUPP0;c0xLk%+YCkK z+qL#r&UwV=49PX12YmHuA*$DcD$Gp(dOLeo4-Nl4xHLTxi|6(1AaFSw^ZhyY!jC=s z)yDoko}38g{aWwfTnDPb37#u2Wp^^4x8HyKP0*J7?S=Asyd98T@jV3e=!5k|B)6S<{sMkvr>EsEdMQB5{kc`qB|B@62ndbbVw>d>!EV?Ka!{5NNVs?ZsgvRdv9})4 zhs7)&!Rw6$&-zzW&WSJm_b$7w(UcysMYfP-jp>iD-=ZPm1lKAr;?Ai+`@c$FzfJFb z6UNB5Mt`4$hXL5%TuDC@oma@FDQEZlCy7XFA5RXqV`^8A8I*U0! z2TdefGT|cq8%%|A7nWdRany6Zb>)xfSaigF?iF(@^#0I90cx1LyP%S0E%G%{S#qA% zd!Ob$PH=oDg>>VI!UwI4<%gHT-)`gjTG5BEVjvqe%4NqZ9+}$t^9hO*YS2-$e>o8- zIevOv^>31*?2o7#g!)UUS-Eh|l(V~zu?Et+Xj?-#^Qs~T72aRTv%&7}-5t=hAJRW} zVUuoelo-9_11`n)drnfzbQi+*3MP@^R@`Tn*=>K=`o<&9O9NeR|2n}=a(h@%F0+L6 z4Fum%`$`W-;}O=={%m}!kaAC}x?T_mxyVZASXo0t{Hy=lmb{3ek#P|rd!GBUgPw;* z`hh3Zqotm{bUfv`LUGrcTrPo=?{6XJZ>l9TXSVd4CSVp`0-JCD&K1|Wi@v~d11PP96~gecmXojRr`&qz@w)F6>FkfRvbN?Zy7fzq>AOoVle(HXj4Auw zjHoc^yn#8E*FL38W&g2P)$;L!OOm(Y$0S**Aswn^L5~gE^dv*mKN50g(7$j~HX1s9 z<|Y1z!x=H2+DXSauy3s{u1iUM+O>3g@|v+K3RA3$NQ`V( zDdSe>m0W_AU85ms%k{_$7AyaE4AmF(_z$3CPHc@OnuGEDCoes8fPATQY5Abj3&Zz2 zX%Af#io~(MO2@DgoI{dhxqX&^6N~(V)@5N7b~c|k)EKtnk*=59;Augi4&KVmP_DQH zHr&%Ev|DiOv!3Uz)2?1`_9zO^)&QfZVk^jMT+a=(gEFCSNPLijGBFlEfMPpE1ptos z>e!QIVvugv5nC0>>4y@T-j=V{i#Lz&?y;SvPM?1gnEYIR^%e(JRT965jv%`<=&{*G zBxPWQw~y2Nv=Ex)_!DE{2hts@nWLT=eUGEFh@Y}Zw68($Mv;DrueUixY&aIMNC!I} zt(G1<4j00`kJ0$lu$qIy8~cg)~$4yb=UWt=(IE6IFPG+ol+TSnsuZ)M} zJQ>rIkN#w^kiVfPK;faVV&scSK!_)IOW*|2e|k}>0%6sV`_iDG455M2_n?Si(4Q(sXfN`q2UTev(xC5RNGuBqO z4|gMmyD|LgS?(sDA}jRG=GnWfWW$WNLMC3}3vuYh0sv8SB?k6by+iU%Jw!#HfAYqH zYgsgAL_}B*MUt(He4{?eE#^Oy13d*T?V?2j4DhBLHnY+=++|BajILO~A&s%zyDSw9 z6h{mQ?oh9KMw)sNShyb>78|KbXYYGR^itq8vthv0JDO%@Z3VnT*LDz$C9wF<$ z9v0o80|{qPMj;J9WBS`g)mxS={L)_dl3Tbr73W6wByMT->O^{$MCs_IR1&mD3$ND( zDLAGCIT}R2Pwrn&qhN*}&ubovCm=heQXP#CH~3-ag6@9bY{S*%wgA%jZ$<^Cj$yqL zCnBO1(>`q4Jy1ychu+8C7Jj9@FWba_i<&*Axf6OHk8yn|Zv!oyP=bb1J!0xGlGluG zkfPLjly{G)*oN8}pHgYvMDX&n_n)D>FqRl#9sYnl9N9d>DN!^_q!DG$- zLi?oL@j5is&Q(KLy8!l=t3N~4)5=A%*v!it{u6&|^6Q^Goba@#{;am)<7jLuvgT4` zVjW2H3@4TiKi@+S6ctNEC|vFW%0e)L4$U+uaf+%mJGd$0Z-=!dl>1q@B>hJ9y7~8& zetUYDA!HBqgxGpHWXIn*nxr8v&A~5qL3!kaWOo{Ytl1utqXCQ6tSf!){UtsW&!1DY z2$>_4e^;RLW)ijwiLhjQH~8}Aj-f=|F`6vXM?9^em)06gkIXeo+$D)TZ*H9j@Z6|u z5wi^WOf{dpp}RGe5e_8wdRKJCY3joa^}QyPRqNexliyqA6uJEi7wi=_af5?@{f7a@ z?3uc))1%z%TLWAo_K%#CVQb^S63*N$)&d1BJYBXQ56jc&6=dyv&{3Y$9nkC)7z|`4 zgU9NM@s`Hrvsec|e_~z!;MJg5A=s@8=Dtc-YA%tBtyNGC)sP*HaXim=?e}B*M`?@l zFrk)zszh1JF#=8*J6a>t*RlD#H>r=5cgcz>g~?`SgdYgj6c0P~BV`e7AKc`Gsc`l{ z)+wM{G#l`+miBU^_~YUqaI8(rjbVKoR#i}_Kz?vnA#>6HvXS3?e4?L;dF6mBoBkYj zyy(jN5qLs@&t#gj-Xm{iu+5!0kBAW8{g#w!rNf)(6K~>sVpIY6o@kaq^Ni+8{XJ*M(hqf&lr)<{SO_6edd`SO~t~+am z`l@PVJyn8mMo&Asw<)mJN?d`CZdfNr!Tj&Rj0>3d0ow+r#a>BuR<7~ydKM0GEk@#r zxB6sAc4K7iPGnwysgs%-*xk_*i|*1Rb(Oa9e{CjK&R5*&*T%Z&Ph#ust5Fk4iL(BM zS_or0eehs1%n!TWuxy{Ehf3@F$i<~U$P-?lOX=L#7nU~5x(Aq z6B=NBT9qC(#&k4dX0TZk+V|_30J6WDJ-mJJXN*lkGQw9TW%LtB`RKvX1fLQA%V7OK zYC4`t>}Ge|u6aS`D&KYI$TEYhHG+oZKJ`mGf&I|>TQK>gyg=BRwE`tNv${sexZKef zH^Y~?wQ6nWU5wCK4<|(XpOO?e0R*jQ@ zOx17l?JE*1uAn7B5qNeQ|U@3MZ`VeTG8xUvBUH=Yb!6h(oQLxO^qJRhhv4 zd)0KMG{5N89gnV8WwT;6h6nvpYg?GH{k|U5@c5JmFOt}@7wH8*v`}ly5N12+&)H%w zxbF6FU$b-i@~XYc6d-`0@BKd#7&Wh&$}WpZoKB|A@C}o{z0WAmV!I1>QJIM@7rye0 zv|H-d$D4J@@c~6b<$84Tk$mim%_Q)u#jO4Qu!*6~*?xcO@XP7iC7AFXO8n;7o#P?( z#>4PDUtf}Jv=J=ojXm83$K%iyoM}?O8$0r3jASb8g5~6ciP+^mN@Y_T89afThE31P zH@6~eW-bxq_gT{YIE-LFJ~w#l*zvGlaUw*CUemGt+=SfoW@w5UWmI;*CM3W*M2b9Q z?P)|*><+JnR^k~hfdcbL{$DomzoROR$H07)^xhCH-e8}jQQr8C8@%2Q+ z8L6aod=WBMa+SHy5x>@hj|iprug}z>a&EnzOU#vdm>&bL-V)nqJEo^nVroHD_9EAB z2W~JfoiOg0J9voKXnYk1*eZaN3em?iD_9Ji(Lo~YKfk8$S6q&+sk}$I99BMrpGSq- zFA`;zsIhH zN7l~Mwj6`bsT9;FnPSYvyCZ;WT^>0O9zQubmY?_ywBHgBfIZ{vjfVnGgNHD+`5~*S zZ57q(e>qR$CY%FmfAYS|^m`4c1>mAsluY(Z1+NjFzfJeBb3D}gtA3u|9dkI}b`9Hi z$$q-$)g=h3m`482d6F2;&W|!))%VwJt!`4IKfoCZq;jk&=4$H9u(yej#h^_+9?Dn! z4JrSYzOhm?mVOnw4s8ku%uzV+XMUPPxC!xlL&k0=2gV!43RORFVqmJxX>tBgoM$!b zwm{bl1|4aA-RPjD6<+j6nG}EHwg1s>}4+i8ElksT)Ki zobP=m`^>9i`2}Zg663C8Ey|~uXq?wu1DQ%3(6mtr5{>w_VFzBe31h|yO#uH8^PWb6 z`Hbl(s~#VS^6k|750{DV3K6F5x9OH2%1esNdFK=@q0ecOR?FsOe{?4OaNpb=1s@U& zK;nNjchP(7%AEp;6}>sSH9?W>_$aWP@93x@n>I#C+cRhVXgx}?TEr{}t;c2?Gv}@{!N#CMn;cj4O7yoqI7 zms8N{YrJ{At1ixN^+9XCbTq2k=`T(;gUv|Z>no=c^vurSk?!W#)Z`|Cjl{4Ng55cT zd(XyJls{nfa5-9@qt1_Efp z6s_TFG)5Fe$-_ybglAd%@u?jl`&vCWeG%q4T#p>t{MiixyY|=wEae%{WMM(-njPZP z|0axjI{OUm5wN-vw_|(q^a7fKFfFvLa8x;(X8DsD_-e#n%Dh;G!ja-!@$Dz# zDW*M#TCVRGD06B$i=Zwd^J!T6J)2`w z8L7^#wfZF2(YYjSi#28{m>1-n8>{;Z-$&$r5=EVoW>72MkKjU!#L0Ibt0kqr$6o+Y z@=sjz`wp_6&Xt#fA>rgvnM@5DQn`4>$@16yV2+P1DQLe=b0#%$W@=R}>oxP$&61`> z?~U>?HD+~fovLNGv+dFLur+tFq}@L)?28a{r5IkO3mve_U2nh*&~Rm|K9xDR=m`e? z>UFD2m3hG;uX{B_j403xUvcB^ch&;^Y;RPt5qT!bkF5oKcKCwHp`GOEL0&$=6qxVH zh=B+qR0~9;s;@7%o2RAOl35&pk29H-Reuy}MTk!QP=l7xlZ%oLa-J=$Op!^BYixTy zdDcd2Q1z#tW~CpvJag_LBbQ@uO;eHl>+wd}e(Jo1$v@EK<26^Ge+s02M$4q_W%vENnD_nW@zsad^Bt(J z5hvDy%*5PJhG`5rP?T8rIxC5W0GF3p5`>!v(j3FB-jcGHZz}7a*c5JMcr(kJ;;{KW zu<=VbSM2rBse=Vi*x!-G8BBU`Jy6s_y8nh~yn?|W@8Q&gP*VNFFE0UrncT6^)K&^9 zQpOoKs$@ScooY?1#|LH5wsMS@x5AE)IA^Lh6uj1n0W*vrTWiq}*+x1-J7AfkKTy7H zS}GI%`N6j8WQ&QH;n|H$nObj|psMMIdUBNc@kQBZYw|`7y`QD91fJDwzfnXb6z_=t zpF8XAL`t(sGHMY-EqxEz1mh^|j4xUaEc`T+!5rlhrQddo#r&&Iu`hnz8k$6}@rQqx z*YsIP2Ygada z)E=v59Kz%wq>SyM@{X7;n`PqDdztiA=pyO5{KHLt?W$sh`h4m`X(In@J@Fh6sWD%^ zr)ZQ zHkG0VqE<}#x*IKM7{!j>d&1s|^VSYV|D0oLn)7YUNwO%;*cp8@3&1Yl)y2SRAM7Pn z_^yXaVvCf4_X;o_7vZ})9BjTukZXuG5 z9G6N%e)2b$fwrQMT3sEnwTvcl$r!3EbmF8WzO?PKy2@szVChaQpQ<9o4Q8^Vl=D}T zTT9j_`p?-9sW&n_xu_)u+x@oTZVM)RO;e`|SxzGWoXAT2ip2S4sSWX_x-iA?7X~F+ z4-#8;cq)B(s6E8ib7=tV;&PbDAmPC=4J#7DXonlUn-g8PjE!M68xI$4qyYV^9*~)7 z!JnQgfSkWTFUPQo?H6Dv))dyW?y=|l_cDY%bEx;~9-N2+(J+AZp08TvSvvlh;fb;) zgUlSrx{q*n`^MSf(?G4Hs6!eRe3hJ-$!ydJR!a6smW<({mJ5ePw>144WWlh2pWIlU zEJW+aR6T6b178?VC~|`{Yo%0B*nv3wqV{DtI=p~+FRE(7nr*eXQF;$ZmmxvE6E{O* zO7oVNC5ucNZ_#+&ynvHqtW0rT!#{fJBp7aEb{Cd6m>6e3Ui?(oE;RHSfWmuEt|SLvn{H|A+0X16MH;Xr zMhaS;(*WvqjjnNCN-s4hJ}bq+ThRf~R2ptV+f4J>QOI-Kto-QR&vQDh{+ zD`U;)6R`mO-1PSB8Wj3Fr|Q7^JXLi|zUVf!Fi6LblDqpLF(Yce*84Bftc| zl-mB|QTnnm^k<)HQ>gdt&92emmn&cOra!hwyj%(k;~3OfLMuv{cy%>3t-b-h(5CWu z6a`n*A0q@*c@CXdGG9hhWu=c-h8?|_C+?o#`rHyw1^BdA_6&2*|1!3*Sf@hI3Edsa z4qK%QqClKMAzTzn-Gg$tNeuyOLUeqny&+tXkDOwfW_`BR9=mqpDzX;GIcJ64N2-W- z3z{>Z4uRz3tK^@4ZiJ-MBMj-D(B8RSS$GC@m;KV>{Jq8gN8UCXn1y$EW`&}1#@Nb# z;lbj^b_l!8b$+rY_$Em|{0=u-gPO?5w{>9b_58#ZooHhUusMhNH{t^@k>vJtafEk1 zo5sZbBHqpf*$RA)4?JeoDlw{RkvM-kPfV*FC*n_);Yv7cy>+*@jA2y6%LiOHLKcu+ z8z#3YXTwzd-d1rKCR6E9d==7W(C;QY#uodtsFqi*YlETMB$RjhVsC2 zTyKiuJ_?zu2!i0ClI7J~gx_X-9NrI^xOp?!p?yt>we4guubP9hiu=)ru&nOxtZ`Kw zO*mSZeaxhBS^LC^$}p!Xvvh=vYpS>XkJ;AzV;6hunjDl86Y#bA^u5PiKG#Cbg3AV) z(jX3-wp+-^t$aY=A1D%0sOqL#+j^aT++{1j{uD7wKI24tacdgPqRp1BUHV~n$h?w# z9saQax%4CEnp8F>yPwGu1!|HUJF}mT^p*zKXu=vtszgp|jhtbxkrIZu>Q|@!ShgX* zYbHTGn#8aaQea{{Q$`B29lfE*WSaMOy)QNsG?Z6~OA8S9H$ft%52v`C(7HJy;c`q? z%xAG7V@IJmqo_Kofz|H{j;|>#Hac5C9Po&{tn&GJr_@fmYoqIb8ZF1+bz}M!s3{Ea z_S$VvfReZ)tVa4& zVu8}R0n-a$o_$5&`%5lH31Rulj{!Gtsm?#H8|)9r;ePv2p&}h5m#jJzsiCSdh-vA`_jw8 zncygq>@SR)g$vdUA5*eO1MjM& z%PNxUpV{sh@u6#`2hR5Y^<^ibqYx9q#}pU|CQBIcTzS#-)=cKV@0oi2_(NKDPMBk( zBYBE%Xg94K!4foJ|D_)El@k*jny~L>YoZ3)Cvr$HUrSD-Gjmal9AOQh&qTgFkdhdU zyZ_k}G=YzPJ29Ie3Jq&Z66JoR1J1D3Ig7^cu2$mg`VaK8GRfNK&S-BU;3yITyP7iI zX1C|i=Zww1t#X<=kxL_EG%FD&u~O<|euuiGyJlWtI$5j`d41O&uW~fvYaO5B)J%67 zA(-EF*-^hq&y|Av^K<_q$fSW3J0CHHTiXAE%icE4;%i2JA6&*}ds@Jl0j41%hC5T! zU6EdmQb2aC)2mXwbw_aiEx0pgH_t@L{z^#co<7)-jEp9r5+%`n)ZDPy*fp4ppz7{n zh{GGzxquJVeQCO&fq3s@!z{5Yv&t@921ZXS+@#& zuvpodJ2-~V_fiqn+H3m@()lQWZ-p~tB ze|LF({)x7{GdqQhtt>d=0EiV`P2C-X0}JP( zvkKR)7%}($#ewPSRy>4t$trUb;U*?$GE0=B_}aoPe}?+^ONKFQt73T*9uIO2IZYbY z6+vUt5r(*l%Njh?YhN-kK_zpE{$cX-2_4#ovL_FISLpG`v-c122#Oi&@4@x>4K5zA z(Lh-{j1XsrvLS|K1Jt$J7DLLYnvcV?V~7eYt) z>ba4T{u4~0{;EP}4ArL3)huX_o&Wym)(;*_?Wc*T8@D$u+Y{1m5j_79V2k<1^f8wm zIQT@vWEnzkO6#eSJy`_3lM#&^Y#k$7cT?*#VCsu)#G|&A2h;`?3)T$S!ku@;sg_-# z-v!Dg2e{8fw~WzX1?MI?X~9(+tq4!y`S5fz`tyl4P$#dqg0tD9Ud%+pwd05Wwe2_v z-(_9dz%JkEFg6M+BZ5+dd1E~yr~0uQzb6_l-yyCmYS1{%SVEYeK-o;|J2ip~bjh2X z7ClrI4bsD}1NZ#%745F}%Ap1-9U773uE7ry>da@(|KTgr-!Rc8faY*qSh_F)=0@!U z)01L!7(DHr^X8?q{js1%Mid>RqYkkN{-ztnPGrDW>$_I9-~E8dx1al+E4BtIV8;b} zZkR(`E_cS9=f5%SA3~`Z8sWKRItZ>mKYxDOVyEwoTr40iJNTE85 zgG2R$8gZ?Cp?(=c3`43t}z~6tf!5B+9oY` zV@tA!mU%ICSeFv@sjpeiwM*UJ-F4KU!%RLij>Y9y8VL*^%etnP?Av{vk~h$K+au^Nv;MxBU^(a!Y9oTvO*ew(j%Rdq=ge#?!_}U9bQ%rGZPe)k zpdM0z;q?#c*+>$0OCu~q!|(6PQ>FU|186~?DLc+B7=z$xviO-ST%Hdp%jzG`^gG`Q zI`CNPe%&k@_srh^kUATxcKD4d%G6(pDV`be`}fsXLnjsXA~}??<41mz=VScCV6Lm~ zvR*SigVedBRdIz>Sy(5%BiDZMa$kKjfZZBi)hMx|VDX$T|0hddKZq_IUu*sW1$1oe zVz7<|a@e^+nj zw9bWqRb5Hqp8NL-44Ac0Qw9S%5&q78^eyiCqwEZFP7?dSvXilaY??(^W@D$=z&Wdk zC7Hg#={C#!4{h8opRFkUmYmZk62Xc}hDUR6LvMjYvaolY#z$9>`!h7LS6tsK=OEby zPlljNMT*;j8Y!GtF_jiyCxh0gT2G!SUg=)o8$$ZQt$Mk4zhHnynoA3dKtvJB99z7O6IouH(XJSYkFNgI5`IgH!hm0z_tbgF zJ2sb>V2M=sTFJY>LPvuNJ9FsTBpKfMLqa1$FV?|@2G3PR%lAps= zKZob;VCxWrk)`zhF*YeU7z?XV>t~mcTGvg?(kka3F)@38nfQ8O$AHKy5Z|uE>lSX& zc4gjqr*>O5nYbJ}L5TuSt^!*YcV3_=T}#lU+h6(c#M?!a3am!g2e_0nA^rtsNU zVVu(Ebio=#msUdSY1#{JsM1Jxtu1*Ru8dlt7G-KaOrHIj|Bfoy)EP@zEjyHBh3jEWWZ?UbD+uH>qGRpl_ia#k86UKj;(BcJ?G!b5;(dP&U& zpYWXeOCbvO(m}K0ay{G{_jih)jMMOs19tWavCi6OhwTbwrz-X;fKtkfDu(E?1jfFR zpRv=LB!3+Iu{bGB!IPHpiH=*&i3_EzAg1>xX z6m4+VrG*j1Y6; zVzR>z*Zist+_>ZsaOG6XQ#_b7WETx(@cqmzn~c`Q%I0zId+Rk0$KSbljXEI_J{SvF z!l-X;q33k_xG81TU@1|o>ocj@n^CFW*eXodHN8Ch&v1^j)t!~DVydqAFDdMx4@eNU z;+ikXwmLHfPs4ZDsk*pdR^$|YerhF%TE`{RkiDA{$EO?s@(k0WD%86tOsp*nsg-%q zSdJh&)oM^P@G;LZSzE&%bC7&q9b*ZqeP;^I#PAcnPv1MSFQ@Fdufzc4zrOeX#cF-} zPD^Y%of?n&&PU7RdMlAbw6)>c>%}=P3V~OZ9sN6)lylhQj zxs_x2aUE_vkRh_DQlT6i7D&j2-b4eCo76nK^a>V=cnKUA@_*or783*Zx4#Bssa{w^ zH;P{Y7fn8tSk5St^|+H{qs)Q_Q+w&wWf!AC2Pu#FOF zK}=7q$kLF7O(rF`B_bperm$Wx1h4g;w zpA7{4%f%RpmbDFylkj?YsNocmT^tQbJVe2J;tx|J`8U}oHPk~8r_Igv z%deOQ<-g>GozFC^gAJzYGU+$$Bt~uSx6M_Y)Wnp)+_w>rVZ-ekdwNS012qlG;Cy$jSFB{G$1F3I{irC^bDk&8zj_W>vS zW_zS_2_iW}XFfY&5~RlTa>E2*TDe{dPI5x4n)egcPOIiM?x~E%A46&#)$@^1?wh2e zd4A&yec;>roF@Yn^;=|Pw*Iu;r4tfu%YrPEueR6XHrAEbME$9xR*B8crZI|{F? z58<1O(u|wR!)l;>R9_-#%jwarDr$i(nYX1bytQ@FOqf@X=XiGrF}xnx z4SdIZ3xu9s4WG>6wjCF#pHB3=M1M{06w?@C593OdX+K?>*?UGqMQoko9_aEkr9z*V z(cG<%Susm9knTjw^uhsi%L8DmedqaMN!|@}7S@BD&tKZhHxO|u8=*1ysmoermf+e= zhH~4J(<#fNY^agfo5zl8zgCO1v=_e-M|uC*U*Oy0VJ}Coy6ZeuAg8TyN~SlJLN5e> zjfj0E?zCUR7Wimu2@E?)k+JVVM`XWsuTPMWpEov^0QWjH?27;>A$cu=oz5nbV8r?BdqQ>5*3`KMhps z+*c047JIKk$QmH~2Qr=~@)oS|OX7?L=J|EHi>T=-F`of+(BQAJSprH%yT?nO!!%Ez zFN6NWjRB$exxXP~CUUkg%ia@jU1Lb;jh;ihIaYlObAjra+UL;oCH$Qa!#-Q-kS@n~ zkiji&Xe@6zjzJqGQ0CAMYlIF$wPnbQYk6LbrsZ>=1R8>C3XjYVTdeWvr!m z?nth!`^IntJ7>yRlFy{u7I#~QG=;Xx>&Rk}x}>#fMj({w>9dWC2tPG%5Z(67kCqrK zeUM3fw*aiWK(i;dB_H{nB?@T&M%1K+#>7`<@(-~TnCFh?Q+niH$!*9c#EwqkU@}Y- z4)36`0(TJ+UhLFIe-3vLvuQuQ*MB!f^nEO6|SA^wQvY^JE4 zHRBuXa-gY95e_n%7}3S?Xo~;J#MuY;A%R7Q;-&5-<#fzqcc{`x$b5{i>^vrVoec~ zW838StjGEsx>L!NHB@!sw6H*BLwQc|Qu-AamSyullEH+J4J!8AvTbN7WwPgY#lV8O z{oL0d4!x&8^2z*Ywbc!f@BNfKC`H{2z#7Vk#aMa1^$7<@hQ33=dRjjIqOq0|R%56$ zXB;wxO$rreOuMnZF`=N}45T@gv-;m$i)3F_v*1?C$sAuhLD^Rdh2Pw-GlmI z+PZ0O|&=g0GWH`Rlotl@umNbxZLknYw9z; zVcf+r05gYAt?Ya7Es96-+~fdaU*HtIiZMZuTdxe?v0|%6aoE`Nbr)9H0i+W|n6KuL z!f2yHqWHcd!Nc;WR;sI}(y@LAR^R=UbSDa*?~7wv7-&}oDRdNeCE#zDyo)yhd1y#X z(%Q~x^1(C3+_InNchysG|2l{#AurTp2_0&?@=puFdY{FNp3&*(&J5pLOyq;RoD0-b&{cJ=?$dB=B=WgHYlzPM5+CIh~ zIGNb=-;#f4ygYFhbkGEJxkLMNONo~x(ptKvRR1Q=O)Be)uE|F-g99h>P7w?^00GA6 zU@ZZmi2t7YOx_R%Msc)SOgdzq9Ws7^ZT<5QHsg!xVAQwF`+)qrA&uT08K|=Jdw^U4 zdBdOh+~z>R%nm-#4)U<;VJgq$)DBNSwzAxqM96KJ)yWswHwuS`GXJepSplj@t}sLj zgdWUJxVK;(14h$0ZeaH6gs;#mjD4=BuQO$cxwz{MXKje)n(Am#1r6gzfR1Hd#E%3mVStl)3XaUDuH1>xovNL) ztiZc*;$!d0xr!|HhLIVs;b#Og%r=k|{u47JT1hc7E(G7ItW*d2t@_9U29;-AO}TOd zH|5CiP5A|Ut_x#r(ai#7Kf9mMQ%CN8N6D)goPD15Q9#|@)n$_np^A`alDn`kpTDRhAi}99 zQ7kHG(Qt*|wEbJLO9uW$@pyfpayP??E^GE>Fh4J$0qjL5kVhF2>e`6$Tn;7Hi_4nR zoZh-~4$mi|S_jr8-B^yo5v*)#gd7{;YJrE#cRDoxEqOMbn2dbV!oFs7_>#J@hsM3u zX*4<|_Ur@knr*mPl0ER^Z<`|9xl}XS&cr~i9DX7y~Ivo`N$ zFH)D|ZM;2wNq1zwybHAcI83p=65lU91^d{MkBV4e8C`pWL{^~eip!T6;koWt3~Xu zXgk=1S&M%cW`tx^CWGOSQ#_9EctJ2-M92@aWSB4}k|G(NnwRejV73*a@1J{YS6+sZ z?C<>W;^T2pDp){z&P`v*mfg*JYhez%uN;qao-&?T)g~7{zK|s(L0&Ay;_y_ME8L>V zv@-AH$Hopp3_bgim4t#kw4gwZshp@mh!A~k7>s|U92H*S(j-v=+aZA%0}x&8|@94M6Di<{)XxF*a^c zyas>OU5CmT>6=Ys7wYrFV4gJLd#Xb&CP{Ygabu?{krWjp{duS24$`-Irf$Wd`sX%g zUlJgXtxkb)@8A1JbZJw@t(TVB4jO1s;Rn0`OB#A)>*drITO0FGwh5|dw9db9bAX8*ZlE~uzSZZ*RCKkNUtv`@_5OdzNZbnu~n{Miq6A&V;UaXB`f3BK{D>ffo@LVQ%QGb#x5A$Mt;?4lZ$e^DJCKc&DaQcV=M!0!d+-Uml1ejDKdQP! z7q%_fs+Hh=TB@Lq%xZlb_SQ~b{5JP3Ro{RgG)xouNi@Ve=HixjfWWEWa`8Nxtv0cN zK7gjx#M#~JWz=4l2R=HZDNhfwFI|5S$A!(uFKyDQK0fmw;ipb~-Kvs&sqoh_{UBP5R&GxO}wiZ(BF%mkd?gjc=6sIt`*e6ZB=iinwt_pXIMt(>D9o%YoOR zJkPDnSt-X_)?`#3SaJUC+m&Q7vv>r*<7k=wPed5n(l^)&gBGUU@U>a}dUbznLR#t= zRhlwP9atqVzHaG~zJ3?>>&Zs5SYCXAUe7Y5tFrlBwno)FG3q3qCpzx)PbQhRXJi!J zHrohmhDlFK1nhmgjv79;IJN`iAvDcB;#s*g5_7mpYTK=pfm00r1XIN8q;GfajGaCy z=!VMEX`I@oNR3jW&-esF%mIH6XtFG3+Ue#n(Rv%Z3OMH5oIWfCy{$ z!9}V4?Fg*BY^^y@hvduYGJ} z)*ZZRa@@YT?S5px4soVNmEA%u>9tL&4R3S#Kr zW}u4rb%E+iN}Y)Z>eFJEA&YPn84mbdH-^SQS9xCj1>;F~j9&8)C zB&X-&e^&lxlV@K^Li}SS!PM9OaMFj&L$>N>FI@T#PtB;zDBuFjUek(hyT26WI&tdj z2~_D^q)i+2k{R#)t%zMLF^A$xdcWj)l%A zBTL@fFc`4P!G9PsY0W0`_od(dS0SJXXj3~@b+(5Zl{xZ0l2yy_DdMh@H+&o7xqV_x zV=X7wYG$N~iG_tIUO6J)cF_L8I7p>bbtYF8>fwOs>{)?$?16;OLs7mH!^19bOxvjc zjP6QBs98$)yVKzdu_y;~1o1PHr6F^=CMelkNazZQ4}UT5^X@pPWDrS2paq|>s$-UC zVzWgM8M2~uLv5?V@g$}A11DEo>v#w}_a}0=2t0x<<%e^~*1|RC$|G)h9;@ss-u~W~ z(*}-ijem?QPP3`RoHAy=kH4;-H)ryhd$(RVws0m!yJjZ$gqBNllt{jnawb+M#9tM^ z8+*lQL*FQT+l?}#q|t$9;`gybP*A+ohia6_73{JC7VN%b@ezD{!3tx%pRhW2eyy|+ z?x|qebrM%B@?Dj8U6@WWx$iZ!-=8ivlhH9x!L_JfBvqwI9W*qnZfooft_(Fn@q@H5EE zNq>g?czdd^{w(zQ3HC~sO()vbV_6Sdcfi5N+u?*x2Mi5(&d67Gf5>uGt6@ZxxtU# zEx{LNtFI{TW5E3m@TvK@LB2w05it=5W0WvKhtBokbh4QFv@j!&b{s8Vr2SJmsy2g= z1dcms`cL)%6^t3mvgtSgF*-yHBsU-BD;~8lG!uWyuQ6Kti5@0rcUdV6(d=o_N2JBtV{qNSJXsG5_7f|zTOSp6_ke~U z*2Ew{Sog5&+xt6Fc(rM7t-gxt^c1d=B@|4nD$?IxyL0c%TVlk6At@n?G6@Le<(rPJhptDAO>KxiQKK)Y!&Boj}^mraKy*r<6{jBSi(I z{Ij=MWr>0GljL&PWjMCeY<^*8Rh5R2Yx-F&E|7Ps3CGF95YyL*wp%HJGF*AJfhvdC z0(j^pIqWb6f(qJyJ<2rHU9EkpqQDzYpN;fXJ%AK8HuPFmr=+4SdacZJ_J1gEw}F`npC*!q(iqU--x3>^?!Io&hVs5m5!fh zQ7gP{m^m}`=O{r&3!VC&#ly;CA*w()_6VC zQXeMoR96ht$9WpH<9>HE8D&~qRb_1oCBf*iGGNB+>N^h(_lKJxA}l)7zibYZtDD+K z;^mkIANW$s#lbB)IRhkCXG$BK7pbmlDGS1KH#v0aBP!X(nx>DXpvdpwSh16KTREh>Cwyf2 zpkK5{i#lIcAP4!e>{-Ywa$t2HNe6mPUHw z*xCp}(I@&e3CWZr-IggpLSLWMYPF>k&4)W;2URDQM}PEi4(q}8-(zSp3dKp60`=lz z6Q+^gQJV5;8Ou*=dXKsUuF^eP-b~c!|94?eRvThiup>ss^m$mnQT(+K`D;}*E{S}Fqb7r$j!|isE)4Cqt66oSe^&zEw zn}1W}R=vZ(>yfKjAuxQyXu}Y8oEK^vOjXa+>fYv(Bx0$5dna7cqKX8!@UKr!KZ^~@ zBM8Pgd)f7t5ehBsd{G-ZS19JLO>~_A78_8;rl+>sTg%iqBIRA?kHJN|(1a>77{wO3 z{>V!?mlB$c0Dv~2!9XwkLLF%JmZC-+V4NOKV`#SMMsq72EPE1 zHC7MD#3x)wEJ-;uLLPk~V{)J^G=gi5`$YTX5bpEx8>$f`3nEZFQhGoeGgBZQ<#wvt zdEXX(4f!V1bejsq-gZ;Q;gua7-PW`CK0xz3IXG-u8z_aE-Y2be#+1_&ASoLC^M6=j zgdnFU)@wd6rR*Ct+;ARcMh;3eUZ8n(dIjpBpe$yO;c)p+88|L1x7zbS_ALR^4lk*( zP^_dZe-+qdh1RDwfxHlvi6}FvzXPQxSCWOf27}+6V>}(^%y*T7_2&8< z8UDQDM1)aLe41A6k$Rv=4DtP|0)irCrc=Z55vZ)Ss-ncIX~rM6^k4`P z4IeM<^9dBe(>{sL^5rtPKcJj5)rM~ew9jQm{j@f@tU@Jg_Y!(4Tz?aF9Z%7r4gyW2 zf$CNRt25*qBU{%bYqmp4u0R2=ZgdF^{o=&d0`Ol87({x;aB*?jqq zUBVv|VV7Ek9UIrT;HWwvP!v!W-=Z5)kP7`c)EAkAjx>bIrJxw*W9YpC;ylh#H;tHW zAF7BHS6?`XNWlIqd4I<@Q4kp*R&PI2TjT{%LVLjQ3%SCp`lu-Q;}w!-ojn709v_ng z1n+IX?iD9-#+c$aLUm3=J%;4Ly zEk3w@d^QA~;R71szJ($<_Wdz&0n-O8e1&(yuuz|&V<~Q&|9=??hUPwl)zsv`2|)ko ztA*$Vl>{aMv#z+yfw+Q*2v_ilwAPl=)Z5mOdf}n)g>1l9+@au*W@W%1H}rsvnm)F z?>%^M?R}yGD67jmVpk;ynO8agV`%1GJ|U7;dje>`P&A2(aI%!W5ZO)y8{>J~L-FKh zj0`dLuR+Vc$dkln)*r0&kW?a>wp`fYIoDPif^JZw`+tombtqX)(hAk~Fv(*Fem}dv zKqm2?v=M!MS~k9#y~mwFV@~Vxqp$e6WRf4T_(m$Dbe$Ry1nMH+KIMmaATE)lPK^%*&OZz z>Ee6&miC+hP{YgWysOz9PB=o8&W7UD1WEk=kKu~GDD8()m z@P8LJ(F;}id<4IP3+B+BKIM?PQN;DO&uZ)TPsko8zd>G20nG$a9A+b@hps! z7tEIjbE7D1ySak06u;>jRqsnh2_hqNg4JA8udyDhkieOg-}Z+8Uh;7Vc1LCw#xV1Jo>lm@BP z)W(~^4oo)fUaml36nX|47PAK>fe}$58S9oMy}HVUftTN4*}=xNmmMFEVcI8#{*OGk^QmZ5=%64jN$g*-xbH`lOr`Mb=ZW(wyN0+&YhykmPG4 zLQpbZy7_HxYVYNb^&I-h#0d0;y8?CCbxk)lgIXni&EMEjHP*f3KP3n~arLVGNj2%{ zL^}p8h>UGV2{MUFUFj__c&zPh0}qn9iv{z*B%M2dTTB_3mh}^+*ni^2;Mih`=Ih-W zpQusjYV(7oQ~Om!hk&`PY$UgAhyi}<2XeGYP&ANliq@~s!CVnTS!=2Ivm7e@mp zK?XP?bZXDwu2YqYS+(Fv;z}sx=Jv3tj_dC@rqSQF0HXuMlGCQth0|p`<8G2kBN62& zN=}73H~4f4HEuwCvVT9&;0-mzAa2?0SZ9)pza)_W7xSqc)^BPGu+Ec%5%Wz-$3jCa z1jGJL)e%u;3PH7QC35%mGibYk*w}vU4$IVs)Sbd6OME*6RP9j#n>ryMZTOYrxWMkZFsSgCgHUmb{eMc{Mx(2Q`b2(v`k^GT ziVUE}%y%Wb)*s~q7EqF2D!Rd=`aBNl&lhnUhV5O{y$#`TR}xa8=CX9O_qTwasntxFXt=9O(TdIvG`AH#ue> zg(1rxcY5owO&rb+e#Ah@=_YV`ZCj_e_&Zu*2pZXKz<;!lA4Ftk?H5iA%_a2C(x{aK z`;7*$3rSebO%EY773d2K$U8Qc>IjRyU~(F6 zpBL=c{?BwP?d?UAf*efQS)2Z4KNEV$@Sd-~v&sbcSWg{XBm~`Js3YRd|L|^PGJge# z{5Zn^#LIuiGPojI2pEK7T*ve%MciSgoX;u+n^i|uy;)85QX_+^T4kj3P+UN_Q31dCiGTK~ls@PAX#e(MLtaO+wv zq6uT%iOAS&`xqH_vZMCiHLGyO)N5FklUq20H2@vk9A+dyz9(ntjm?8BZinzLC$UZa zgxLbr#_RcLGS~KbA-2iX_OEk%YUiIADPKW59!JCuofMUV*H^@3xGMpZ&wq4e!!>vv zT!a54FXrb!*@iB<@kr&^>>HwieZ<-%PHK?s!@`_P0u ziG#~XA9UK&iQo?d!Tts&8-I{>CbWn|(CUfr@5BqwXaFJiwdSHOLpvq?1h*Y5SwwCt zx)`qjf^D>ye+K$ygoXmYHFTNlx$VGg?tZKM+;~)qSZz+@Bh+EH3?cZ#0FB6%r2z(b z*e4nOgY!FWCZoe5zE=_G6Z2#yw1Gm$BL zW4sroHphC7bkk(}u_8Y=1%h?B>fByO>?;^N}TaMEIz)SBO$(l|P^LLi0d4uuK5rPRB)W{p5%rLT^PQwa9#>GE}Mk!=`(v&*I8 zhgLDu$44KgcYZ83Y>B1ZB9tfu8+T_n1+o{)2}g!4T&miY-hcV6L;1aj=~GgOvXBpN z2FVTKhswh$^P)CV$idnc(VnYjk3Oz48vWp|Ylx^9)%^N%^r#xYI9gj|IXm&lUX*kS z3&^=}84yK^#}VT`(F{@r7-pn8cpiAcQv8FB8jpMXZI*MIKE+I}(UclYEj@JRCluPQ zp#U}cb!#5q)_;Yjn7HHj+@ftZ61&<38L>fwfgYOylR7iuVIS7jgIx~FS!>mY1ucxx zO>PRl)+fr#(qgqc3iLder{04i8p#p!1J3xq(O!Ug!m@oCS1CS|HAo!LM&LdYe=Vv4b+GQ-8vV{bR~R%?Q48$J)%hW*`3y zi&v!sa0>HR>}@kp%lhpLu;6&VNL>7GF-Bv~Sruj2m7*BE-R)~Ww)z6$6XVxowJ(rx z(NO!mdKZFy_j=>?Sc&{ab7~|wia=90oJoEAkl&`Y#$J({`aSSbE&sOJgjLoIDvqKt zk9|+3#(&I8V`TIb{NXpghK%6WMS53GvD(flsV8f#KUy~c(`}4qRtO`)3w#u}6O?eD z^f$AK=v_vlYH%rkEXQFQuY>vJiY+#tPQ7_FAhO@R@HgLZ98J~q%LYw4I;UDK`|evL z4`X#Q(>X2A7)op0(mk+Vxp=3WJiv?*yZ4K_dVgge>c;3B{H<#kIzm`x{RVG~|Q z!Dr8HEWx#2RM#4yLn}6a{w=ZJ6%O9=@9kw+AqNtoU;&KLF*isRQMdMv!S@4rZq1kf zI)7ndb$A97_r&qC(k{GKC0UDLFQP!v+A$lhjlOP|kJOlrBM~>Pke(ZMc?7UCd;yZh z0!oLFyF)WUcNCjh)FlU=IjwW%+QQ+S0v+FX&ph)2{8vX3Z-?2&-VAq1OIOWF#}N;5 z(p+}4_!n@8!90q63_vG*b`ZmO0qlDmXn&WV=L8_I2YBB`9PkS)1)+KNu|$Y_@*spu zgNF8J1cuESH|ySvwbmM0`F=zmBR!;IW13`;Uu+*7@1$m_J7=t zuN7)-k^UJ#H#J>m2x3r7rCn$r_qXrV6?DSb-Ja*oZ=rZr`F`m{v%za4wG?*cqkt9# z9k${qhvInoU)Li}x5M@1r9yuVazoA0Cv!~BfTM+v?Ri~ZF+L+(sSniyDB z%1O_c`A&9R{ulDm)-26m9cF`q*=ep%rZyimOx=ssEO-&`*tVSWA3Lho_pl zyo0o)8-tR8Y7Q0uKZnw`y?)=<=>A($QR~`aj05QS)Z)y&w>UMlAJkWPgV4r#IZ~ZjGg?BgHBmEIsOL`L}%D&)zhiGh4kvyrZC@ ze{QPx8TZt2XA=J%=_)X@z-(JyL4BW-tdVPVSG;txGk20(eJe@1WX(6f$zDE4dQN4U zM2)9oAUq3|YdJ7T2yh3?KnU4K$L4MIydzC|DK{f#A@8i6vRA3YV462Cu>jQl*`m;UXvcqR{QZ$FXh^afhA6_mqt)&p3f~cd!nXG~@aixu!7sALbQ@NI-iZqEa0g&s27grJ!GBvSFGej6sWYGR zhz$!oowAdzXHtW)rEjY=UlRlu$Yjce+(aO$;A5h{>oE3dw-bqyce+;A|Gm{=B=O40 zeT)`FlbW>4$wb*6a>Nn>U95jkgOG-vde726aJ-<)d5ku|-WrzZhrPzMO4OJYrt$&u+-`fPGXBMu zkimKjn$6Y+)ugMuA`Q^4jFIidJPigjiB`^q?r*-8iho=@1jdTNYq8jsb|$sZ(yGQ1 zFI_;jBQIyHdqPq$%n7MZm$v0}4o4@a0j<9kzd>_8IC00BMG(CULX!1D%DPJQLdjpr z)<&%j7MNhyFCpx&hCvYRNT-0JHVTZT*DoZF@K)sY#cEQbza=rphwxXh4kLec*rR$I4Uti2Z$kJPxN)JV8dcA!sT_eX+}c5jarH_C?I5UkH;f z&x(Yl-&izn7?E^X5E6Q2*abqcQ$Kb(ykDi|8$QXQ6vVZT`ko^sp510g(|4LpU#-zMuZBfAK z3a6 zbT4t@^_r2^-87L1&0K|mPn;*2$E9h$w*TtESgbZpOG5$fi2^xgfO{IZ0{ZxM^HLHS zgnx8a@AJL2ZgXC!$6tp^MGkNq)>?MBn^a)ko455@h+!%PZ}5@$gMLNw*lth2IjX7z zOsm9f`9C#Yw(Lvtz`}&Blc(Iv`DGX~g6o@K1sGJ|q1-Yt0Dwz+3LR!Z9s@I~;R6E0Gm_G`2(mP`E638HWo}D1UC*qR5g(^mt02pe3o*!s{GVbM_;x+Us zeN9PhK&?!&XE`k)G|J))x9Z@8Sl)Z^I-ZW(N8zPge&$MTx%QRpjr?WO0RghRF@GKy zQEZr|Si7YonRJ3eQxiiwW)TzPLHaFc754o6bEg&AI|#mg%DOR=bA+0txNoJ(H1EVG&1b=qMKh=P}3`tutZzs(l5q3%h^Nx%|`bhz$^3yb7 z_xz4{l@|;w>C5p#;(-wso+MqB^-3TmQDrXs1ON_T4eCSic9PAkGcWSpI`(=*mvM$& zAOKV*SG`(03yi%w)yP=0|2}ewx0V2hE1eNj#M$T=-9``D9J5V_Gwk5X>VJK{d|HV! z!`QroU`VEL`6JqSPac0Mfymr4+R;PZ-t9`}w{Cxn^4?YEzDn;^_%1gUVR>07x zAyc?`au_x6IdvMQP&3SiK`1*3Yd=3HRNc{ciIo)itQt|7kNm}6(Asy7UHZ>iad@FR zHG3X5e7q$m?ckZl5Tl4mmVZ-$u!ZiIJ*qM?_!kV(U6~H5r(5{AF%?G6ixiL&#CJO& z`}OzW*nPLYq(||OYCHI-+H|S_rr$5`88(gO=wLQ5WJrsbajP2*eP|9MNG-n4j(|({ zymg&&MHy2W)SWmpog6X<%L<~Vk+2MVk|C6c-k^p-<-arkquP&nk$;V19fX}`p0nhy z=^Xi6r#@wDQ*|3ni7n}EdSy3yu)P72wTA~deHd5mFi!w!)^(M_C_^n?;+pj^(G3A5 zpawjQ^5q3%!nN(V-`>qJj%i=P#L7b`(KT?(o!Bj@+EN)xaOov!sXBRDbEz$5InRS` zvyT|s50zBSLcz8iUVknE!D=Lu?C|q8EXT-M(iS~P6iFxN(Cx?fxYl%G(|xo{B!nGc0Q(5f-LC1+H5nJ+* z1N}E7^s}q!GM^YlMu8(MuA5TSvP{bglJhUk&XZ5z7@b@x9DiW|X`k0~BwUXqHK5&b zwzi43d(cq@Caqg>H7CUmlnpBs5Z)Oh>XoOo>B1`F`J?Eibmc^( zJ(;!LY&I-fpBK#rxpq<-;1uN434dueAL)pAXxR8@CG%<91#$am363t`95P5%lv1R% zpFa(uEq_jZnc1VJPQ={a$^K2;?O&W``5N!CGg-v0eI|;Awrr|gMp80LX;-T{ zAAc8(B-6I1f^K(1%_R#_ne3jI0XPE}-HC*SK?G_h0PUOI`~>@`v}dR?mHT=1+1FM& z%%nLPwpLUTh?oqHez>*Kg%pwVw6r=N#p*-V5FtyPmUh`|RX?49GKV*=04Dwk-6<_- zT=&qjw^uA^;{x>PDYZ}vI80L@o$uw?>3>>kpjlQlArr4MgQ3Z3BU0okdDb8nd&X^( zg`VV*8H6kQGU2uwVIOvbP^B~A(x1UAB-(1wbv*kXSV{|o0T+zaz>PME1q2H#fd5q+ zF%W)sx^LYhp56c0WbKPbg5vAu|P6U{Ky24fzUOp?|K* znp&!xi7E0qnbC1_j)I+vhraXCg0_OPOt{WDmcp-gfPlhwI)O4_i4{agxO}h1P}0nK zZ*M*M@*1f(LLTpI;%k{)I>qkSMgub}RPh+rgoxphs%_`~P*8jJ@E0;f9d9@-TL@C~ zD~mSo;2Exc-ABrpW*Odtj(r~#Tz@zK+iOZj`e>vfa72#;{-R0yabw8kbN$*_hTGr^ zguRVF3Mw*@Bch+NGG~KF_$IDsZ}aUWYcxmJNrTD>$kG#r>5bRkqbj z1hb(Wyl7(*&d&s)hn1xH>lxP+tnc}`PJNXOor2vSHwmC z!HTujJmBbG>#ip_y_Pvd(SMzqm~ceY2+fty+crWOZ_h7pH1sCd95Ex0{&0f3CGm*u z^i(r3@3}~26IWfj)JNNLHylahT&0liUsw;Ug1&Zji`KP-l1@K9N_w&)MCRW4wjJ5B zt0MzVKB>2?e3J>m2OhrC?qNr1m(dlT9<=d&*k4ZWa!_5yr6)#!h<_S$Erq5xU~lOZ ziPPdKe3{Kv>YU8_m%m3av{vJJ0ODoLHeuVO8=8D4!NRO_-b%aoPw7+f1`w$b(Yq2# zKgIe)kY%w86zjTc$N>x>x>wu$=y#n^3n$~v%bqhXMoU9ZZ%N23|-{`tDJyM;1?r6+FCK|im zEf^0rzS^pB^oXq=&>mf5^+-f00j)iqLqN&#%K!Tv05r|C${{jFHE`jjVM&aetA4>N ziZV$h#mIuu&aZdTJp;BuQ_y~d1CEM}2ubNH;A{>J{piJzet-N0AY;uN64@t0XS(K! zZ-Q+&In(LipHj z$=3dSy&Y%67j;J}t z9wq)~ybT`hZn)rO>BjtN;KA3?*;U&$c>viXe@Z&DgZMU_?WWyX0hVH006fby;v_nw zxwLaKmj0pz)Nl^XIz&jDOKpVAbT&jdK5NL1mJi3ZTYtKb@!^ti0{ti9wZI^I=`zhM z!hUV)u5p^h&{^pZe6KEr@jA`4{*~)WgZj^Nm!(1)IsWm!mE9%blq@Yej9JhakiaWi zoW$Bk78sbVZ5RceVWPOq($%iD5aySQ}|9fUG?)x+}F3l-LI8PbTL5G3*?gBaL#n-VC;COi&Gh1vB2&PPOUK zpD;eA$y_8l{Y6nUV#wr^oh`wT+|ZZmpo1-D*}W^fd5>x`pj?#AA32>p4_tNG+Za92 z6ak0aRrk+N)P7~`hO^54_>e~iV4NX*Zg&#+HD-yq7IZN z0t3O%T;1G~x59%Ae|SN7_IZ~Mu(#)$CR5I#Po*o#tjF7j?ekmdir1v&CcvA6NqaVf zfMWXJgtsYGzf)=RZYc0(!W#1@nFm_MT(hb#G6c#N+nQ&#((h0tW=L0)l*?oz3*-Rr zD1WFXv-S*mL>YgKqD%GSY4U{@%oJ!+(<`8s~3dyWg zFQs7fw+G?kTW^7ZAfnI3nB*(p)Cb%#3RX3*MZ)cRT?QR1xuYK+CIw?d`7Tu@CMMcL z>}F1Pd(cD+mjusS_u;1fnoMFVdTt<8Yx_3#CkU$Lxk+fK3oRlIhY|V~ zlU8&yV6>tknrKe!yqNQArHma6-mxi`;+f*BcJ+aeN}BPbN31F1u6?woP5!b^`Jg^1TQ|I~`_Ngk56{FMm#l z0hnJAD?b|FJBXEstVyipy~s_C*mOWPZ=3V2{t24ccvz2yWKK2Tr~pyOj@doh-&rG% zp5HM2*5zeT_d#evb{?i09LR1r& zLiz_w#*HJuujA$5nbO-T=nsPQ`+r^91P9&8CbIjJNX+NPE1^~yF>_%dK8RK2aJ}%j z>VyF9pg(sB(sL_%U;e<`sfxyud*8Nu*JeR_2+o**XhopQU`>U$5k19fgu}nvc{7)P zLWe>;&R_3znX@uj+?$k^Egq)kig(aTs?@t&2$WD~NBawA%8XFE@=DZ}-G6i@B7gT*F$Vxn|7E+t!+sh3m$Sl*zu6W z!i=@_(yoqub;aP4;wkatS;P5kuz(bxZbqG(D+*L6(e&^H0g;JEq`MK6O(|8!9o*gk z6^xS}=DG_XDulsm_QWj8Uw<2O?<(Rs3_ow_4PW_L&AO_8KK9+U_IafD=vrN76G?*z zfG2Us*TCF98!#XKkqrcy-)KN@_aeM0yzuvCyQ`6R;|S1V5znN%h*_z${RB5Qg_P}- ze#<;9Lj_sOoOl&M;HlB1tLeSKDk!q(6q%QGg`KYNI5As~DLzMpp?@w4-USEzru^mW zhb>WJ2l+S;w|pgsj(f}mnn)NET7IpKf{8EK)4F=@i2O#tZ@!a})Batc)Z)63SCAjy z1)?$|XXanSY-Z1xgG-XHP^0El{xFEoJDu@e}`YR#k;0h%S)YUL&y z=LO{gurPZ*t*`^aJAbG>L5Z%F4mpo(iW1AdO+r$}Dooe)c%HrTC31tP4~xgDQ!)1| z#)JS~w1`rOgHKb~S~kZ8AWz>rG*z)-+a{XLk<~ZcC`5%MOBL#{zl?;j**Zd93GC}Q zcZwyh;TB9T#^p;w%pwt((9@5nO^h-&S3<(-;N~%gDABTd`G0%LR=s~ElpW!~V#6q< zz8Ki4)C2WUi4#ntYg154mSwt%(PuV;J!#=8ATfZ~qp1n~t*Pa2H03)v3IioTp>uvI z5thw_Kf1*i-$2m_OZuPaT>wn{^i?tuJ`ehO3+N#dh-Qi4%r`7_tApKFSBtt0>=P@&!GC$m#wA96B z*`qU6ERun!ZuIxD$%4`R-rw{=#NG`=9VyJWs@bKtaT(8L?o~257-sUMUT&SN(;$gV zgis!2j^Q!vX3vJGx)CmYE=m9|x>P->hU~UQeG8P0 znMh-=`yM+QN$Y3@+CN4i;FReY3FA=!F!xp^5Qi5y)fDKyhWb~uxOp-6-(jecG{PVj z6G(jj=zmT(rxBVH6>rvm0SZoh0r-3PJmal@)5U2tP7x8X&?*Veopl1Ml!{u{Vk0HR z>w2C}-8GaeVVT(bz}Z-&-lny}2$+0-NDziQ4M}yL)n_^$D{|)LPUSkWC4$Uc3(|Jy z@Q`g7X_Ww@Rp^0nryf#w3_6lz72=};j8|d@~2x0AudHVsSW~c zJHHB;6KZ{uBL>R;(bjEF2s>c=aU1nn>ZuxJ3!vI)e5IaYKMzMtE9z>3k{XGd0BH88 zl`8-W9Na*ZG%GHLCN$-HT82afra3As&%sXE7Mi3uN=D4QcVp#s>D)ZUfMyusA746H z*?(L6=;KfZ-=8Z>!{Z3cnOVWjbRNp!CO8rDN6ZIZT4&mRLa#_e0j)6IeeBR9Nm7KA zZ4j~h5<6bf1p_uMtxm>%>mW_vtIq;yBvL6wiI37t&ccP*VshA(Co(pyl?h^CqVUjO zyZqpbSw2#?N-<)2cp|OH zRQGnX#HPg-BRi@M#a;@&_pfk|_DU*Q0#ckY+&OvYo0!-L!+}fIa*hL0kZ0!cYpO{ zfo>T)F|`W~z!LT}BLMe|@rp;e+B1Fbk(g0CL1c)<6)(yvALM@TR!Q;vQ_hk&DEhfT}n31VIb6gbo+%N=>6v0 zc~tvp+G54{V5l4Igyvs+JozyBhI^w9+sI*=JZ-{hJX*Z`Z87?g*F>H~hky3s$Glm= zs|$7%eRf(d^#3;pNT*4m-niHX2sN!|nO}%$D~RVhKg0emEV-r@%Inp6d~cO_EX8=- z4~vo)2c)?H;+d#DU1q0WJZS|P`ja08*ee^XV^fk>5P=%Jnv~pFFU(NaEhyMG48i-? zw~kL5N5q=1=l#|7Ti^L_`hOaj@EQuL3v0p@rH?-5oC~Iu^b6WSv8A;fd23;&phEFQ z8XXfR4R6UDOix@FG>8B-#6ENkE%i3KNbqrz0?7beug6+Pqix_oZ_2qigU1%< zbZtD1ak8Z!>V*B3`gBp#cM4wUfD=t5plk?zrk~42%sfq;NQdM!VSgLPx-p5gKFlDz^F9I!361yI8DlINR19pi&4>CcK!yY^N?CtS7N<069{MUZAs zi`3Xa<<>z2tBh760Ds*wJGpYMpSHc4h7~?9U_r6D#0%N%Oi)DEpZL>egmFP4QMK_p z;dckTk{L~UFL_UP@qxs<+-hi9huup^l}(|$`Dmqrge6Ojx5{|0Z!}m>T{L0H>wL^T z02-0Vwf-36@?%!LxbQi&sBIK~8q1d?T=@EeF^o;NxR6Ul>3`}4?0ywEkv!fQq=`cu zW2*=`M@gRPF5iM$&|`YX8h{+gpC669N>gB6HS{(iGW+Vqmy#ponZhs#Nh%klWIu)r z_{~w5T%Oi+RY4=*leWOPGdZcHFVi9otsNwrv|7 z{jrUXZQHhO+qRRrvzx`#qL#I*I^U@mk6OwB?Xft)_+PsJW|C1J9$qBi9U>5+6wfU* zT$cf`kU!9i+JLDx*i>Qhke~d_AI@X9oxinQDIv7`$@_hb4~&w=L&hneBp{uJ6j_<% z?5s#~PnANOeV1hcfgHQB{~5b=asDalPmW4Jpeu=mf6&W>cqKNylUXWM(X=_YuOOOM z3G>8Mtge|PS$W-$3nQM0#(pol;2MEm9hU%v=V%}G{iqT;^QxNQ9;Xp`>0D)7gjGo? zgWr&^;7}j5zBq`}t>SBZG68wo_b$!lH0I|?u=cqnD}Le_#*M0KWIfbl(as-iq-)#0 z@_1!Ub+8X0=w^b7a@^)>CSw~#r08R}1669klG-7kZJ{$_;L6U5^oy^K@kQ@`n-ktsKDt{8 zJ?^&f{f}YIwCJGoLa$wC-WhBn`BX@d3x5*e28T!ndYUi;6*ab^CIiI-cH zk!<_9qI2K%FGmxqMe<2jB=ETr2KDJ%zid(S2BWwM8 zF=KB%n_Y>L6)F4d)A>4mx+sF8N*FUlm9YL2x@%k^`Yh9tJ&Rj=g#voU;A)`wWn5Ah z;g?uY$q9D|b-+7yP0N^muF^jbf6*sboaA#zv;A~co`VD}EOld$YB>3-xvVVut{us9 zJ=;?y9d^~lxloUgemCwwm}1IW*q15Vxi_QDM0)X}NcPo;)eIQ=oSAmB51e#lOj0Hsf+Eq>%^>_-u zFe%dE(ffJ&$4BQ~l}`ntr&2gWtK~Q;+_MBX2woO#1q(UxEr2N;@p6gY?=`HRM(nqY z;s&rI_%q`XXmkGV@h;uBcvjYll8IMT>@mWHyY7x-bd7^cK1MQZ6AN)HM-D>xR%YZ- z%s=H~=4mPZyMG`LeUPyN?&{WJ5t}x5_+!r*x7Tmcps#;AUfc)3Q}lJeA|x36c1CEG z^A8g&{3{RI{fi4M&LZkj@|QI`IqW1N4=5Kh0ISuFE~AZuWZPqC%U(=R`R7{j|AW>u zH@g`?&)R~rHcQMvk8pyrH>1MAm>H9E{(mrgrvD4GXJY644`!cZ3-ce$o{{N)VfGY& ztBJbycoXdv&IT^b)&H(J0i&q)|CUy)esAUuG7X2H01UFW|2XOUhUXLC@t2PtuvtF5 zpiqBQp`v_Hh9hnGPv0qrWo0%hEGjjLFsGyd(UrmJz(f&Rvwc0i6=Wq7|1=Uz@`3&pr9e5z0BeZic_3cOv!e5zRM1){) zYJeDFre*|B?9H+hLiWYDfMI}MOIg(d?NJ4h$)OXF5|-2fC(5tND=ZTPhCeXW`!`2n zFYfrY$yit#jj=%E4ad?HL2}qg1w^HU@29JO&)i0JvyuvE+{=8EPp9t^y8WV*VU*!j zp=A5VZv|2V%HvB{mBVlG9fA9Z%iOcQu%%t8-Gd1H0-0HBY301FuW|SAVA5)DZ(|J5 zsYuPd_}(kF0C$9R_t&`qK2q97K}7{+M<2@38JsJPQ?moREw#0^ z9ZdQ=zSG<9AImoh41{<~d&|dY?n5_KGEn@gcec0FoP@ph{+15>{d$g0$@0*;2+cPu_tM6^4NGT=-TNBWaYo%7ef0zK#xj2e&u{U`Kysb^4T%4Y~ z1Ba?aVp8S&NzH(>o8hb@1ZO+=A=&rvn@r$C^90Tbls+U#Ca3^CJnldK)339C{Dw{Z zd(BKQ?_7SFAgZQMRRTaP`pu=^!MWuTC`3zZ3;3t^cj=2<;J^@g4TMHZC+pjK4bdmM z&eSa2kDd4Am#ES2vae!D^KTsGwr0vk2<|mca2h{VaT;JuzqvU$=kuG{>^n(nZF5U^ zbpllUef!s^9XB&{Z09qe{*@erc!Q*-X;KprkopOn3RKMz(dQIWjZF3(=>>fzYfnvH zR6Y;lRbKkprQaospHFkFc0XROuY$ihIfJIGd?h~eJKND(7#zbmyFl98e;0yvCGB>@ zbT57(=>Q-R6&dj@O=SJwr>Wf&1$eYQ|A@q_K)5m4dnN`4Cvd|aD^XTjTR^(3?Rafq zAKuE9KxihS^_$r-eG}T#`Fr3l{2%^%^jkq_41qu2LK`3$x7{d6z9M_up&`Uh@p zZC7E<2ej8d)PI|l#Ur~haNh{_DLe_PU;72^m2Z5H^fGjsJ!DsK@ddiAzWNQ`73BJY zTh}@3_`!bQ;pF1AegT|pyZe75aBgSxe&_n^Up_Ry(WWGWZ)Xt@S_7{3xE(MF;txbS3+9oT! zJRFfw0%|(Vg6R_6sEQ_R*=b=8cOpH_Z23XP^riF_8Kk+)SNzWTReOwC_TRydi5!NC z(+!H?M;bk2tA5v7;JDFWa7DO*X&wCZ$s;Bc%Z!bpNwQmC6V;EK66u&_CZti%%KBcG z?Arhl`V&%$-Xm5pvNz8S&kC57R;)+Hz;#OmdE@4e!OWdy(xe#1wkP806R%+GxuXU^mai|De8=KpB@wP#OBbY}v(k zmMHY~hdJkM<$-wX&s2?g^&ZywqnLR^khFV;|9vW zq?j;oQaej#qnGZc5q;7fi06p5SxaInPy)SmjmNIjbm*n5MH$%|?zNqutz0x%f0rT| zYjmhM(u%|I9`7mX1qIr^v*S@Ko+!aTTam44c~;CBM`_bvQB@Lng*i-kLB zaplV9S2PrcF9nEma@5kkQ6Fpl?P6_(Dd;U~*+y1OkC{%d!DaK|+Z8?>tW`|1Q`*Mw z&VnVzY_=?nd2l}bt=!kABMe_Sq`^V72$LY%n;l-&59)Q_Xh9# z)(^iTUY6@-l-n^1TXV z5aRCpwdbeu-f0YP3HDWMH9f8C&>+e~{jM%7*^0f}J+4WMq4o}rbe@_n=jgo>*nY)c zGBKA5)J=e(Q&Q50B3T%pGCP{IjjJD(x@b!1R`Tv25`X=+N#2cw+4rBf&sH7#-;%Pd zqAe${{lq55)Q_-|vT*5^C;xgG4{nv~UQuc20v}P(4JuB+LuDOBiG>GMb`)+_Ar;eLZ_H| zQqvj4#(_|Grq-SjLfEu}2GN;elQi~j25W53X|41&sO%61)ZRM3^g0iD;M7)>4#~87 zWly^PnM_SPM~Nrp!fh_JWHA%V5yLRPKw_pjxz-0(Tnf-ni#y-l)$!Z zODoh(TS>pBel#-&_^jKI-&+5A^^;aGcq9Y}?Begivn4*`G{%Je!}%{M}0 zsOjb}r|8+6SV}xegtXj*_l&%npbg}oulTi_q=Wa-iU0K85qdmo;~q&;A7IY+2D6%Q zqBZYw5;}T`r|uA>xme3p|F$o|HDW1m zEusnKn2z&U2Htzdo;{XF>QoJ;DXJtb8o@JK0@g-C@w`5A;#x>J(JGrA?1lHo>xTB> zyv!;t{DTgpYp(gvZV_x)PuUcPQ-+i&xIrbuT_&-LF7?sCm5%6Q1McQ)WK&D-e8*lD z8(M8k{ndX}X|S4K5BBH~m1+KRLN`nsch3&XOfRy}?{47xy95ml4nHw^lHsm%!x!Jmu* z~Xd2Q|7%odu73InyhAZt8;tQFZ6UP=P9EHCkN?4SCHzpi0ORR`HH2S%@LZE8x9 zS`p*o2Jz)F3?XL%g-w8?Hrrp|ED&#rw02#=?3p3*le5G5T=ZccQlX3HsM=H2(eVJP z%O}VB#4`@=J5BBcp%(QyuauHs71rz50bwY7yAax}^UU52TXO&G5`PrhQ~4+EJ|bgM1oj!@BwlN|uu(lYT9Bdk*^ zL9N;N!8=Z}_=MOgu=gRX8xFftdWAl+s{NGD+a&bATNA~~dL-kKiuUH+>HI(uarVFC zBX0$Bv?DJq`=qwHPPz5^B*U(hG0KDj1H*-=vm233C?L<18|88`e=)CzEwRC<*x$Kg z*&g^#HMrweYAizo=3)Vlf5;qEVEhNtJ%S`$tKM{P`2o0qrBoB-KOJVYIQ+sdT?Q^+ zW#8F%;Z~N@fpVYJ}=?0*8Rhmno9PpVgtuAB?f6xrvm-}ivL`{j| zwVhaWmlUPQ?ajk~E%fl$XmFfMzNOi-VXpY|$1KT`GUJ7IqeKIh(7l#@xHO<$cjf+0 zLvlDJi{l++16yjCJQkA43cJU=eE0Jokih*$N^-64pYC@Dct~8*kqDjdKoS}T?P+Dr z^-#$Pdl8m+ti?zx^rNrAO&5D9W02!UpPZC4Q6GT^?1YUV!aqdJ*q@q?^Wt zN9}4npO(iypUdg|;wa`#yK+YSU2#OC-U?0O?w1>OEb;6}fY7t6Ar%y(q@WN?&Js+p z4+3T4k&X9djrhKE2rDro%gi^&7ogATA114r_`4ajg8~3-+6?}#IGpa?s*^ zxU>+o-~!UtZ;~yY(os%W6e*N$CVKRfG)&>>hDxeXb?yT!)c$1UDYj%`Bs788&+cx2$6~DNQV7r#yts7HfCrEcIzs z(keDrf<~|KM`Z-wgrP&7?g=IJ@Orv^y_vrZ5&`b4c7m|!RFRGU6<;)LHpkjA8ZPAD zmM%_{;pW>M)-Nn(7QLJ0;g?Ah5j+X3GQ<1Ar16gS%_L&P3n~9Mi!IaV+R?OBVTXTI zxZ&+i0K+>@C{IWRkpdhOL;6L%8(k_{FM%h>&+|pmbUYf+i&pM?Q4AN=!~b5+d$-J* z1p&vx{xFJ@auf(Bp|G?9nf>%JX0l)b@-8E$dH?pCztMJcYy3q}mar}po+beQ9~Elz z(@n+$9B&5C>LYaLFQYCn{)b;ztKzKM9wQlb4YQ;3Oe;#iT|2FWX;lM=uKZe$J>y}8 zhHCwJW{Kg*pKE!E)oNtag+x$yc`Vi=;eg#gzkjs$nx)CJvG@m1xjrt%f0p?{&2vT& zp>pBQFDK~hF@YD>d$M}FrOCwTEJ_XQT@EERBG_)R6DXOidPUOJ|3W(3P@ad!LZM&p z{hI+gF1>n01O{Ym`-<9BNd=6IWqoZQRj!DIdx}yfRp*PZKKIt zGv)B8JW2^h^hr!o-_-k6!~>^Ip|qXeq^pNAL%cCKK`#zOMw7)Ih|q zS=T?+W9b+ZK_fo4*~0+YCcDq|mv?`c`jaM)Q0&tnWV?Ps+Q!rY(#4sc%&3&Ho27l# z4HDrw&NI3A2IOPVrxC-u#>3LnXsMcwYSM8oW!O*9?$!qoy3vJ`e8EgdokIX}6qZ+4 zVkow4%IUMnCe zr1g$eOzuzKHH$zv6mea*Drj`0=@sm%dYkS zc3~SowIU*0xj5z_ zhJur6Nnj;#~y?jSs#3VSXvZk395#U88%V7_HygvWv;zY5GTSPsv_}ky=H-eP zklj&NO0G(0q;JP`Xa%hNTFqx(*f1t2HjnnJXQdPLs0>F98_1Sv*sL=iALRyr<_%AfDhi0qXCJ$$&2DK5B zyBSn%Y>M#X+FUNs#iz5aD**jl#Kgz|f8iqtM3fs`l4j9PgsVT}s9p#>WTRcz??lgr zO>O8(6}ru^(45oh&~=dZ2l9>Mj8oY_Le}E}?&8d=$Pe=N04g#L;x-J|8d+7-qC85Z zm2j)&@|gi!KXiajIpa<-Y{dR>7ki@Ol9%}B54OBWN>tVB+UHW){R=_c#~?0_>94je>m_!uyCPNkIF4|4M?lQ2TyYt z6MH&0@ez{5&j@fx+y1%au$#-yVPM@A-6xNhYt*8TDM0|rPENdr)348AT)~^!2 zY7Bz;)A60TuOfA1Bh#v%i+)%$UJdI3BdN8Cu@Qm$r4KGv2ryaLaI>$!cdfWt_ZwreJ-njL;O0X8iZacYS(@UJnZZPTBY)88 zQ3J$PuijpMRFP#D#AGsC^uM0rS;QkG`^6j;@aIJk4&}}U9_Y%StzU7YGc7u0ZAhjK z+FZ>xFNLvsC@HUq+~5;8hTCd})J7ODM*jTl5TFf?+K~I(Mc3wqI*^w8B9W*aN{aM! zaGmYo5`#g69o4O>w*Xxc7%qCm^xW%}4hJCdu)w#s2!w(rHH4i7%f|xJX_mEO;jXS` zwI*VB1e62^(5LwWj&fOuFXy;*$+cF|%3T9B}i(bL18tn2Sj-&roe;7m8c}PUCR)iMS0%!Ioskn^9*#DFP8e0kPe{X@Kedv zb(7hV%X6$;hlsNvOHVddMjX#biOrNK{EUZj_0C98;|xvF4*tSj(Zewh!dj!G%-K3*wmi42rh6 zSaM2TYXLB{wK`xGlBKtQFWORGg_pJ zww^(Pa$Q279=LQF!kW&;Osq_Vc0iX42{%cLm5DCKPpcci&_2V(>;V~)gf1Ih%3dGw zkhs{1e%My{D=wH48`*;Ri`vP^5yQp+J{2LLtt$MMbqw zwS3#DG*hq48u@~w6VT5%kG?g6E2YmWoic)~_7DWp+R5vpzY`(8tuluF_B^6n4y}Tk zpI@eY6*zYsbi@P_))SsoR4$FlZ2S86OwLDZ*K_qlO#H{}63J$Y=~?iDo7+n!CDkk( z(lC;|>oO*+A1_SVE_G)nDGxk2GXgekTfso;=i;-wXTpDF5I|D@69;I8!m`so_KeGh z^gY9VH%gZV$&H#U=`Xmv&;P2+{Is-&VM1l1<(vwHmVdJzC1l%IAKPv8bv(C6OziQ|CDZK>z|aP58}njr5={s-e6^>AYIT&c6_%P+*t_-Z)n5iG$ZWy%9=2Y3_QS6m85m70p?zwk2h4%6AH80n^Vi8-`FwQq4x$u{f$ufw4=;r@lhf+~St!uu z>ha8;kkG&s=AEXK5g0v@$PwD;#ZL#TrE3#BhZW2?>ujbz9gSr);rd*-$UW?vXBT7NF<{6!AG3dcv|%{Wm8x4zNVnhFUo9p?R^3CU+0YDgBB~i{U7KY zn$Q4cr@eyX$cKRb$UzU4CEL2{YB!Wz&gxxjPX=<*A6!%$_RWaozpIUxkYPl4$>rw)nS{Vmo;Y^FiH8f{$e}>IZv2 z@VV+NH6`#|UgPA|fJ=GM#F=i)lK_la9;EW4dtlf<4?=c%QqR4-RvG4Mdp*a44GSdG zdD*l@c`_)j*cobl@9qAn*F(A^Ircjt|LOcmw0(iVq3( zIURbl)+K!@gE(@&ONvH#+RAK`8)~bbqlBBeM;AD_TttfV^^L?DB>Xdr{YS^I!srIy!C zrRMC+-R{!6$Vb&5`Dpf)JHu8f z&nJxY;y7z?CwH#la*f8tdo&AaoCuH7iv5#os*_PdONVccUKYU5{#6Q%`=9ZW7^LhZ zr0lx~UNpY46s@ZHjO+0$>-|7{;+_S#GrMJE{3?l;TiKdw;|1-G+Wa2nK^) zn92E53hM+4N21I%BK5UTv#DY=Ml7jycayY`53G6L8v(#HJuSn<8eAHk^t=B7Ub&|u zng?sHC|?!rE*2ZXMko4;!;m}<7DjVZ+2BGWM;j|dfMy@csSMVC`80RsnCrULLj=O; z(fSE71#$KF#NXzJx&*V&ZU)hAQn9)I^jzm1Fe4~Jx*|ubcN#eUoD(+Xh;WskBYgzZ zCH};y01PmdXLYG#iP@WFAh=?<7NU>7wsWzK7Ckfacwn)WVK>kdAz)8>%cO@obZ#-3 z5VAs&?M=%7?B%!48A*XoV$iVXp;B5hUujma2|hE?m0hOK?I zb(2A=f;eV67S~>6qeH zdBU<6J?2!z%_bNoD<6Vdg{n8`zSADZk=L4qz@488R+h=>r5t%+*yDPNHo`qM*$-rw z2VHxEU47g%;9;or2QeRS55>nk*UW%pl4H_sxjd>nT5;76%oGY;CE+_3o-fHCB*row z1HfC_Lgk+FFcAIPZq7>mY^<#bw^b*=2DMjTCGO)dI{IeK<{a%*@^;1m`|f zlKY6XN$A#4q{0VFp`PspsSC(G*wNTMw|7R3sz)dN5{AuU)hC4{x_WQHMOokzy-i4X8{es`zgDwF0v5b6F-d}ip`1fZ1j`~>$gDgDRQ+gtAWPV& zkleWR9q;HHrqndXL`u9}nTRT5@P#UU{RbOt;L)*X@=X>i7`6Tgv7$v4aHnhYl>`!Q z)j0o}l>eic-=y4F#8&!h`pgTq7O&lrJ@L*fBK^=*=x|CaYc0(|iNXo@4eiZJ3B;p* zA2#L`NB!yVw_bvt%M?6a*rddKM*C@TiWR}kdY#R-LUVx*^TI#bB_(0-aIkLiXH-84 zPtMU>5;96;@#fdNO;d}z_{Yv##SS;`=d*ybzhq2Ch**a1^Vu1_oQs5fe z1OBu)VLA#R3Qh{rUM)y53;t?+0$L*w;zPJDCL)}RZbCPUA*MteXHL*=L^&A{1cI>G zvS*PiykR>$TIXKq#s|C(Gpq%Uy_w3s>5x8u3Fj4NPkmuJ`@(B;1jn-v;Z|6iAo^G#8> z-(CyzOm6ce3D>5@Bt0uDK$H?xtZmiS%yz}|W+g;lx@U7N28>!Pv=p6a?2gZfSnRN6 zwerqI4+fh?hQvaHSm+diBh&+N+*}Y(Bvv!~&stH^2d|%)In(G^e*@Fv)_FI70OYvn z;gv0^%>@k5&#z3PW@<$>7kn@Jk##5{zmMD(^pH0EFh#`k>CkTFlAY za3caZkTj0WrhtgGVC7m_o_yy92p27t)qK!8{l*wKgY{^gd}>EO5N8Z{Wz$3WwkDA0G=V&Wr<#mbVz)lz;U5?CznrS$g8afH4bCPhaB)cG7Yv z3%zeN8;dw|qonuYG?KKCfTh>6NETY)Tn!T@`-;Q{XRJb>=;~l{_%@T?pf~2X&uI`l z_knhDQ`@+{Cu6yrY$+W)N?0JcNzWt+fqrf0!WqPZg_%?maP89b6E0)VHtL77zsC+* za)z$qaXX?T6IpM*luuvvh~P$lo#q3KiVR(iSSGR^)+V1fUuZqttEC}vZM|?=pPx@R z*qhHQnd9aL8pZgKcd8n(G2^wxm_35Kp^2oZ--gp`eA7v&zH#vrO^1dDi`>TA8IN4x zEb}Z{x7#EL;0FwImTM`;MtbxX{U@{+Rd^J>eeo*y)v?P(6r=AiblK@3ph^kON!312 zYaVF^^AXZJr$2fo#588fxTtA~O-1o#Z>{zxaYeL5{GKro2}>;dH?;WDVY@zeQYq2d zL#J7k#9c$t;Oqt4C{vUCX3_50+`QKv9vxlp?e)$DB=A0=f%ob17x5_*usO2AO6Icr z_sVJZZt2p^93)w{H&xW!tZk`{26=ga3MyYTyrRr1hR*YO5qo%-oew+jqbiQULk|%I z6xVLezUSsyOtifuYRyv+9HYuSh7pu-F`lhIr#9*Ccj2=wS{NgmjKc>8x$@H&V3xCY zRKXGeYeRrJRo3+kEMV0s9}Q8SBjhCQQi z+k8?`PuB%svxFu{$&$)jmiwp;GHfHc`sIYjIVYqUAVDtTeV7u+#aLaXc|2Zi>`D({ zY*eUqjm`Xx(bNxnvorCE!Sotz(#(hyZz7n)oIg>>Fz>zhiI_iV8v}EZNgV3ctzj+U z8y!I6HxnhN0J%1k52C?5UaC)G=nXSO1rY9%=f)HFSNzZ8RK% zDk1Mt7A?#;N%W6bUpbzf_&+EE#5#!*R(UhasaBa7*kEhRv>Ce8h1>#N8uc7(6%1}Y z)r)W^;)mvDi)vVVwc;?)fEeczqM}~$z2dC_vZ`^!8)YEBPf`FSQ46Sfey;+j(OZ!1 zRFOo}WfmVbXYE0Lu7M%`vs7k;BC;GtLSeZ0Z$ICNSID78bE<-p#Zs3~Py3A`wYfDO z*wI8#{jsreHDJjIQ))PyAKb?izpzgy2s#&V>)Fs0K+V(c0vllP(o8u8f{1!ns zlDNC$2bDvnWdtNF`urEMl%b5q6xR@+w*ETrscWae#cDjXpuey?@G`D7gv}VNwI5J? zR`+p>e!kIPk!7N!Ujwi`k*>)@NW}@mHVVB57^uHo4jLC>I;F3u-Z#Z!50xyjs2HR)5rk3x__0fDQ`g)e~)CO)6MC){484P2D>#WSmNo_ z)gXqBIEFtn03jS4Qcf2?duF}3cqB5pjPyBanXat6BayR6o&9WIZtmW*g-Dqe9Vzx$FPn>(~M3=3tTA~s?Pz9V4W_h&`eO&JN|IP_{D9J z=pS5SU3OFf;lq1JdAsg);1+NSOeNCIP-(FZwI(wxtUYkb(J4$t ztU_vqJ0h~d#Kve;Lt|0MUY`NW1686Hy>Q5SFn$| z@Bn^wG@L9|Xd-Tdm+%bof>-WlPWX3XY26%4^`)Hb2ONs*P-v1;+^*6bwAPbu%v_5X zPqL`GztwY4N{4{utSEi%Egd^_j|hoxt)pV@aqaoKjqO`=1z|K8Iv^$e`yGNMZok^P zk7AV%!x%_~LihS&w)oG#?|fufSafuYP7^SKFEr6#F6|UXtM+{oyxacQj_=P+dtiHi zip-JRT|}kyoWEBhrxVy&H5BikK2(p>w;a_DwDDWjp|DFrpYN2~@pno3L`>>}rQlt| zv?_1!pjsan9!xwc(v>9EQQ2G%r;CXrF~%1>S6Au^4>{c}JZdJvUyLJO2XG{NNdlGg zG8mn_)r{BFC>--|_4Nd|I6)*j$3%ZxQrTgD-rSC1uCrrq>6TY6Z6m{Y!<|7iSpWGo z+v0M&8Gd`!p~pOt4!2+(!IRg%q$xKThhNi!YcT)~L3+ir_jb&pivEnswnH3gs}xxO`yR|Ze@U0QZ57H>(xvdXR6&bguK!Oor! zB<;Dk;*_TxI|iN2oB!7maRE-($ll?tL5vAnW&`a4x>_Imi~CoYbiI^;zQLch-)ER5 zc6u0;OE``E)~&LtKKp%c-Dey_&Mb_^xm0Sa5gW{bh%1T{`09)N>pYC}L0v#4Zffao zYb(YI>rlH#%HbfBTku}g^`fxJzjTNeh<_jE^^FXg4Ll=A27%Rrt_8_7Y}~j*ue77? zG7K_#QUdnv@{-MgzVVLSj_{y%ex9@pi;;QP>y5xu<>GeQp4PD73#2gk@N4<#65t+LAMZFl%7!emSL3FKeuxLYw1u zqa@3Wm@+0+DexJkxduX?0)QdZL99Cj1Uf;)0c6Lu&qV`*)>`Pd=Mc%ew=wW}$E&?` zw|R0|7G=)FE6nIWZj}fslB4S^KOM{W#$^p8(^`Yys)HK*mV~i}_3QP$l*?T?BO1#iTs^YSjWReF3WNCBDRhEi zAlyg9@=YSMZ&d7LTfR>S=H2Ky&sL+%$;{S6R1fY$4I*}1WN>hBir&{EGDVtpVY`A4TFYggDr7{yO@<6zM?2aAGzXM{b1QpSh zl78HVWs;nQRo}lj_@>Oi96MNy&?GgZJMa-OTtqPD$JNKNwt%u)4U|nYwZ}y9|X~YOB71a0SnK zi2MX`PD4lPW=SrgWz*?D|W2pK%rfr{bT4}UlXq>m&}7TO=zVV`;JbB)3I zH;GhQph{vqW|WW7P#VUm4u=XaD-2OW>|4y(75vocR6qiee}St7&M2!)wIJa*fLq1C zNL*mfZnJ%aHFp~-H|M?l(*8S${L=e*aLmcMSFMVHFlix_LZO3U_9^1jNPSJ{{cU@h znMfdBd!oU#-OD@nEhm*OO()HPMRaE@Zu`EZJSf^-zM zEuTPVHvO*q?;nyb$}{>#)=E5`$IsQ>P+mJm1)RHz^IGCRa8|RH2oU)HR@S~Ik}#aF zqrB^m<||~fF189!I~83JLa`#;i=VFYCcq9SyaI*}apHV?`Z8>@F*;1SiIWw}{6_p3 z0?!;14Z8yax)#DQ1688U7&&H^Mjl8{+2nyt%$3(ME4Fyp8Wquh#g&XPGQ+w=8Fw)E zMSquV>FT}0y}@;LFbH2n^xOaO&Op+wU@J%){kzhvQ)KMdy))b`@!#ZBYx_quRh4t* z84p-Lp0vOa7=xL!u1GK<;5q1gxZ}kB_)B$)6&f=A2Vp7_KKF*`Yy<;!i~++{MUXMN ztG+fXek6I+^7m8y7DMK>ByNc&#amON!t3~r@`0EnKd)+DFnRl+|%0 zux#akyQj#PSpFZpV?sYMrK$m$;~o2)l{LWStXcT)J_y<1kEx*}X}#?~zk^;0uaWmn zU(Ug%=5Zg&HFuV+_rx>kLoqPsbolPP8U8VBcT8d)(jDu&raar@kB7S`j*qeTg_IgI%MpBS$lsVhMyT7~M7u8OQe(>(+tl6)n zJel{pHze}dr`}iag>4I?*FV-4qW!+HC}KmE^1Spy%?W8{RdW%%TInkdUcDILK8S?d z59Z>qd$E-p3w~H2YMbt3Pi6>jM$7^xg`qJtR2EA;UbL3{lPZjx0^5}G?WW+F;dnN; zAR{#vP07hoUoDvkMwN?;%Iqth$KY;}0{W#Ln+rPMhrTxXxxOj06d8sY%#Z&|W#J;kQjK}9&0yrU zdh>K_?+(o>?#^=%QE!|k$SOp^CmH9ziLp_jJM2xF0=Gl*LnhhA3G+yij&U?}z((#K z&7oVbnyNXkog+$CwF5$S7w&1zu6bvmcl0+_lMvk7I7}*JpC4FkffOt-_2Ke%W}@UG zsj-D|6-*0}5ub2;*nIv_-dG*r%76%8$tKYaUtJq?>{iM&fMXx{VIrgG*vu!SkzhMD zo@kjJN9@DRbTg4w_-sp9bYo|N`johNE&7`RU%~Q8J(3848fBPNWRuXzo!v(^O#)sT`(i12`96K0BivDX>ShDN@)fZ;>FAvQaEJ$H_VMu|?AK|Hp9xA)Y0SO`D z7mlK%y(zwQFwKryc$SB6G1K2@0m4EG_V~^MIC9E$aFrMqt{85>UpS5TihwgBj-||% zkX7%G!ds(aWzQe>hFbI2>dLupVh@|Dl%dy=pdExw)?iVm`|gG=zF6YlXKr~3UM~Bd zKdfsB9`bH>6&XRB4AD8^b@8b;$3Pro)I&V>iS7ZsM2F*#3Ds;53s0&+aFu)SA{~gE z<-BXGP^Lu&XM+p?M(-H6(M1Q|QC|EVskuKS)@Q03qb5h9eO2p#LT=D75kJ&^fjZhq z7mVC6MV&iS_n&94nMtovaGji8j_9Qvikh63-eYO#k9Ujck0E(&k4fb!2%20m4wICA-$OKbFG?n9ujCGYE-yfPXuiC5Az@hkk z)ZOAYW8|Om6_Ig#KkJd|0PSHrPb9U!sG%VxG&Vl+t{gfvW`6=|FjWc>_a>b&w@47D zzF`RYsl*{`RY9s$Ydu0-rL_~DUlENm!=E!>8r7%I)|b8{P$M0)HE%&>%w2ZGVNL}h}% zc5~T%59}Y=ZGY^^et{A024!lCbmv5^8?9F+G2Uq!DYA;*B`Nu9QWFjL*T25=Nq^XY zK}U;v{cZ=XK^{wbc?Paf(edwtV@A9zvhq?n+!E7mOz;=+7hCkw3=YKIK!Fi7Ny=0CrdLL5YCDp@^ zOdy8EBpK1mKQ9N^Osm@QY``7=;srqzK8W~Ts)j83qCDy3VUguS+4%-xa;&K}YD$3m zxmv+DDk&lC45-A4Be-as+SeST8;i%E*+K94(^d@#{dMu3vZ1=2zjTnQY*cPm*~X>? zqjl%GuYanU?nO}_2UUMP};H_&fA zlrMA8p4jV|Uj<`fXM%neA~T5}SDHy%!Z~5z$|=)B4(Xtz*ZJz66p?~rVOQG)TgQ(J~eiX95db4)vSGbzb zb?m{p`dm={gtK6^MDH{f;XYTN7LY5f)Ok^YfR;c9c3UwL>BCaR$-HAEwu(~+fIch2 zRKcm^vP9os2VA_2I?gq{aBP@Aw3t=7P{xD`cjZm#W^MuE+`M30(BbK27iOB*Hq|@s z`+upWmg4CWB$V75_)5Ls+j`Dqj+3)muKRlO?7N+!y+(a! zM;(6X%1}UyG*AG*sMR4|F6ltGFb{Z;{>Vfmn)9-;>an<|x~UqiP*qtwl~wNiL;mVf zcb6qg_P&hi+S-JCz@8f0Z;NgrXzT}qGk@i7XF9hX9gtVsRD|^|a1Ob|{iG+Z*+Gx* zBShJ6J`B+SG2IC|ZwDK7wWL9vE5L~mOKKfqEE(nfK4`MoLsgcm{wNzF{mz~;>8uzq z*S}y=@J`h(I3=dNwwMvgQBS_K$AN=2IreDP9OfS9<;5XAq;iv7c9r+6l&)+4LAEd?DjE2Q-6kz^o&Y~ zL@S8mU)KU&JjV{j9!HYmRctIb?N>v7>=d^bdXNR;IkKLMp?Gx1EpG31B&uWof^+<= z*b~r$kUUH0;E|;q;Ez80G^D5*$X4#@(H7QpM4q|9-X5i07kibA`wMi!l~X=`l`XFy zj)>eJj+J*AS*O{u1dCg7Z+{}10iH1*Qt?83QY8pRk;gF4yf6-M^eqtg;l%cJp^!e2 z!|M)9eOPcjZu@Rd*Rh&bb_7n2o;tSqfQh=V8kZYq$Por+$9ez|wJSMlLNAW)`<6?d zaj*U4AM(E!kb!8HEq%Q>KT2TTllH=2#GbuaCp*dh$`pX^Z9?ogv40rnJs|l10`f2o z&vw1OuKuWEGWjpWoxe+m3@F10z&AR4tQytl>S;ihBnsDx(kAVQM)S)G{0JD2VQE?R z_kHtPwqFFwOM#TDOI;qSj+Jng7f|kyh!}b};&fX84i$}iAI?&hcXbhtUZ-xZtYJ~8 zHZB7~pWgWMj_o*)y?-1nbXu}^0led`z1G)^UWu{ZfmQm2Lu7oyeppxwpP;( zS5^kM{C3|OHdRVCJWwF+osakz3yq^v$kwYa=Fw(zjh=7i+kXJ2|7)@2lCW>dL;RBX z_E{#A{oKG?&A?%#+%nQmnPK!c6X zm7JR6mm7bp&^G;Q{p*eLaj4sAip;Fntj~|qIWzoD-m2I#=##*lhf&NSTG}_g`{{SK zzKgiGISHx}7k{^kRR$R=6$|tfk16UVyd$J(6yZ9%(m|L^_TcMm9~clcBiBp-e5Q_c z@Iv+8M?Wqf@I9gleKu!W#*^CqYHdSGcw+@|_H2?>kdvVNbK&uSQ%aDBgmC6>(ORyk zj$M5&6jG=+ahT^hOT7ENbO+YVxM6TS4-=q6kCR#*IDY`codHgLW2^w%XZ2}WW4W+R zE3akkNlU*dbqZ1sVJiNqX67k_0~&upFEW&?%vMlz?OS_J4mOcw9j6R6Ez8h*5OX)& z{6JscChE0EUzJQVE_f1&!i2qcKGOlir%RfcmM2=D5N%+c1LAu{i%jheHxHhh?s5U| zJ!jl-m48+c5L1F`9s$u6xd!dbP3VdmD_`^3dA|eOqWXJQDb7PJ>(*4>Nz$F8Ruq79qYm9V4)?Uk%f{}(Z#%)H+xi-7BDbk~oIp;|FYk$Hc zk1uZW($V0M1uG8}!NSNPDmo^Sr(5Z`O0;8)I~w?rH!JCz6p6f+Bve-W;^{V~A%@kG z4dTEXyOMDIA17>nvd&T`7CnpVT-6G{iQlv9wSXd52JBm=IsBno!^~B?`L@OpVKqFq zX&hRPbL3$~2!~^vBUwa7w=S-JDrdtNJ({ z51(5nl2+&eH?H=u;HP5reV>WZ!PIK05iW$4j(G$CbqH*E38rt3*c`P3JU@y3E;}o}Sl25SmbEsql3?Nc^Ux{`+P>$A?SC^zGAi36 z2kA0;GAO^$bkf)!`BMwmg5{})iq`cWLjYrCuagDIJIf)46uxv7XPO%e^M(h&LDEjp z83fTu`k(KrA#k7cNlD3FbpSW2_`iaJiRu~e!Y$YSa#G@5xv zv~Q$yAw5S-eQ~Z{#C;`sNq;*qN}W^gpDM19ya}=IeJ47lYqvbI3Vz)Vl@tZMyvi5%*MsWk zm#ZU7B`Q#EqU;H&HC)m61~M~k9DiERSDTC%UEMXawN-P}r}erN>UF+p1S}OJIhXE| zm%-Y-o>*^Kc!1h@aN@)0_jUOV9Y*HwczEut*EV9FZro@vhJV+>L5&Tx^V8>^<2Ikh zv+SfMYm`yUgmdgF$mFuXYd)8`#waeB+S0?V=h=1fwpgWsS$)UcOlM}h@I=`%gI1by zIacVtF=;}CqpvSbDW7K+iudLp83k+6-nafTr1Lj!zp%u{g0FTX0svbC0Lx!|w3sS_ zRe~Q^CUHXC#D52zky=dwfPdVGJ{6^x6A*6g(3zn5&qI!`sKQ1B!2^RFO{}f+81P-* zzvP?d%tL@SuGu}B{tzB`?&;J68Ze;veS5D{GXM-PZ70J_^`#?Ibku5$B`47H32+h* zL1I?-;E~r-UnTJRi#ZazB-2S5Zrdleo?^8$g0GOje18^SQ!y^noD6mqYT(2nltI+S zcl08P9FtXBLCvlok9Wh=w^Z3&Ys|2NtLUC;BSe- z*AhNnfR?FvG>znZlnua1<`4ZvKLxo6A#Vt za<~yR=oi`F(NIOhMT45~qM`@IZ#`G|-+lO5SbuLwLKdQoTf--}8_4NrG)TtA>Se`+ zIo!~B+i1#-Xo&x@`k6r*pMVcGZtxbj0@&|j(aNJXb1voecrYL)|39;sw~95wW3@H2 zVWA++Osn_gi%s*LkUhU)Oq8TpC|0^5D4X%%E(b_%k@}=4Q)(9>XI89r%L>CHKWqLB zv46$-lkTFVlelJo9GVd*T3T&FLM+RrwOZ$$p!4@#uRL={=x6`*^mfNF9izULc8+kj z)`IvdkGKsC`sF8iH+VJw1o{yM*McFLqWMIZg|XZn}bfQGTVIlCJ6 zz`Q9%qxue;wM$$LcssV*?4`edq`z&oRUjP=7)m2P8NPn|q zE*pCXkvoU+z;h|_(E3RHeNG$^N#+ESSpxIWTF&FB-_{1^Gp@d7%~fT<@{Q0g78?_T zQ(8gkWz`D)hDOZy1u`!DNCNBa{py~zJVtrpbPz-9gM3(B{KVsF#*5zRukt-t;O8%X3%?`q@YSTx*K6z>)(3-p%-Oc)>r< z_O&J}z1-%ckr%MHRI*8@tLIaf(Ro8eMS{P`!9O^`xR#0 z%)K991=2aZ>A=i-J*uK*3J+qO)DJawA-DsAq%1zaJd_%JgqgRYPe}uPs$G3WcN+-vphbQdn-s*5{32ijgOA6NB~h-YvszQJo<%W~q$xjG8Gomh6n_}(~24jI`N0cD-oL&`ih^tQLRi76K*4A ztuV>+Ca-SpH)@r)?NFb2s8x8!8Dz2pr))T&I{Cn}1W>6PoVb)gcyYOzfq~z!G9I ztXY#}?BRHce=pd)K?NemeQ^(w!tKa)<4~nRT^uMe?GvtEGUV}4>(Q|9S>AV5Q`y~G zpIu|b9*4Krv+mk^A**J|J@9ITvDIEZ027c6Rz_Ixq^$c4{6BprXsj`Oz?(r}ZE)QV z<>g~x&3`8YCQE6(C8f~-rFtInaw>{s)o-0|RW|Ib>hU@5n*8ooEtocRsItjj_fe=} z(|i19c~t(M8{9!5VkA;23vt-Z94OtuC1?ex-PC$4PD_@}+dF%4OR(6-kHVNU75J5j z7ReUZfe%_N9AY|cW)%V~hQ1XJ2WNz6Cq<>3-+$Uw#xfnQqVSws{0Ifv%x>IKxvEla zW7b2LXAcJKJ}s5BF7w2l^e1hbf!y<|!qY?nhsgez*DJlZrE-PU8I5F))gw~09Lpd3 zbAWt5uW-iWIT5&pCJ(?vp(L9e!I)bCRLR?inJQZvo}*Zvi00RX?AlOC;>+X|sp_(k z)_))PQ3i7d`mn9G==X3tUmW*Ptj%&rlD6Pwpv|Z^<2~+>;HYVnt;!r`6I|N+0umGb zriHrYZrMkh#jKCqRzCGPNRgn?hODyM_5OWe^_u%GyTF|)Vjh$A;s5}b^2b%D^mS9k zEm6503H1TP!-eEldsqwv%Hkbi8_Qd9aDP$gqEr zrqv5tZaZ4$yv-t+>U&S^yi^3`Hh*ttP%_(rDwdQud&Z}tbY%vPq@widw!|ciR2*H- z;S5Fa5;e@U!X(Jr^Qrg>`GWbGsEn@|IC{TA`~}zu&$VqH%%pkX@t;3&9o`#8rya68 z?~*X8@bK6$9!dm01?L)Lq)>JCHUT*S$!8yT^Gaj$VZ~RT#o!EG8vzRTHGi2^%LJ33n^CxT05Jwg?e7m_7 zv=~;_tKBMaKhIMU2s??$pG#juMO;xT-hb=tHO|!btLy){^5rEbC<2W!VZ>tm5kb0V ze`lBHKywd1)|>8)fwJl?TYsos(BLtvG$LJ+s55j2jstJc@R+vJTycP!B9t2LZK{w$ zVFYuJpQ)pv&aJn?QWDL&+(k!`8~P0^#fcbgB-Q)qi^Oc;2mT}pb~$|p;p7PcH)-s7 z;`a%Smp+px`-XAcpBrw=F30XjH8JDgou!EXEHa{_j#HhJMfA0gYk!VDHw+QoQVTJ@ zHhMNlce!dnG+}biME`@Q{7D&XZNUX%JSp9s7LZC}(^VntI5;Zc8)N~}hAojRX9|u> z|4c~+deYbVVJIf|&;uBG1VbW?SdqiSF1gr&hu1YF^owM)R(~jxn5Lh3_Lv(P4<>g@ zQ09lAWcx7knD5U6k$+sV#z8>@k{SF0hyw2U>q4gULVywncT~DKRHh0xcFtaWS6_{E zJvb5{;Q3)vj{I|Z;&3R~Auxk$vAnhxs|zP`JPGxpw&etP+AkW8=QSl};0p5^{KvG*B(B5U^CG$A2~L$#u@ew%QE3$Wm%d z69$aneZCP7QTf0ZtwSCkqiCUyB=b>>`qGEwl2$q!y1)cW3!!<4wSL+eyUg&ISVzxh$ZZkfuw_4EV#-(S&0~PN8TN~Lx+w&^(PmB8xVNS zvuyfQB+CieHGDl&&-D*r*?A`S8X9m*0qRi8h94cghSTo1EWXXMr(e}1mAAD^R^)qH zVJ6C74u6UrGr0^kt8EzYGJY*MsE~T$C7nHET+n`X!fPYSBG6jsserPPI7qJ7*cki&JIfoBW*|edE<;*aM4xK~bXj~L@0V+_) z&~{ls?jNNQS^MyB{;rs-gq7*826S9jVL#HsdT;mB4(A|OTTjiqC_tcIiX%piGADHG zJOUW;u7AOKf!kJ-u#c<#dHH`D`y<2@PW*O4~MM$zT&j6>K z+Dui~4zV$Lqp5JN>e$b=o~e3=hr6iB?^@RRfq#)UTMghJJ3{q}!Y|xoln;9Lq1Ijz z-J}elq>`6{^*~|t8F13`$LC=YbWB>g7D~UQJ(%-L*ZBYm3Il%O+VpHACIPS0`qDTM zI@v_A7W}Cu$h44FFq>dd*xOm+|5$?T$*o8Oe&&e=6edZO&wW?28*t=5hgg8xEUI-c zdw)K~2hF+(s%fRxk@zDq0S`0e3aTcEJfXz-kTSfxb!7`t3AbDeI<&}GPtx|_-(Uv@$u zHx#+MTwucFhS~~q2A%jiQJsv$zu)A2ynpu4@L@c#t%omZHF^2?cIIC3%K%r(o#XPn zCQuy+e2IeAu)IMa2qq%EPCihvi6TAMSv@v%uD1M+oQYQhDs4r*2u)^qm3{U(5mWg& z{-nNek-*)-tV$wf(GO~T>_Ys3(e%!Dw<1nLhMnH$SON9(c@P`m<8c_pz=`(nw||qV z7qhkmCm*+D`nYlTs#;&l{Fmt-K-F=ez0ZeO9a-;-4-saYQ4-+H39YJqhhqetp{y8D zH|i##R;0XW%`c9Z*eJRs*>#9;pmoDz%hAAVs{r`drOof_t5# zW(us>cd-*L;hV8X^vpYeOIi#RKYfYyr;u%S6NV80FX!nfEu}mwx~tPAFk&D`A)9gf zvgQX2%cfQJEbqY=T|hlLcNebZH+w+rT&-#TX*YOu!*C`9to3YB0YHQVV1G^qu^Gw= zqvXh=OsfoO8*0EkKIiWmci-^Q<+<;S6b7Y>6tkE?Ng?Ey2^K8-`i2Yby>Kyyf3M!j zMeG?;v6@Dfcy?u0tf-FKp~0?~>0kNQtZJ&IhzP^?T|_d7}s&Sm*(feXvpPFGgV?9LXqfHJW`F#qH54| zlY8tw&5YSUlM`r_^FxsxiIA2Pb%qHW>YZvtI$1-vA7l)yC~`D}|C$wU!S4GT9OnTw zdm`R}&1(<#7i<&YQ%g5o-aMw=aYNUWkUK);p~t&Fp?@U2`)m?nV1JdUO_p47Fjs|q zX5^A&0i&v9-Vlx;^4K@?&T#-|2%mWtvt)C!GVkoo-aX>8R|OA%VK~23e)L;Cff24w z48PAETTTdBwzn(Tat0eXQnyP0XOp~;VO_;iw~^__rH6K|@z8mnGycZy^`BQhe&%cG z+mK6p1*E-XE&ABGPk$?9U)=s|zHFprX4CO&_Q*SYD%C!?fb&_HkNa^I?&<0fv+G|` zP~|mhU4)u6r*1wz?oRb`=MVhm5?D<{-V$@sQ|+$GAxkKMFDAjsUz$Kkii1xF6etmF zvOmK}wHS;QB@caXpYp5gY%2$|23!mcS)#wN;*`3jEJUtFhJ{9H9 zFYqDHYV=uSFo{3EZfUJktYvE9hH%=Wya)}%+ z;17iOBEN!-bKE3B4!FrzwhG{lraAi7Cwq<7dqO%gc~$m6iVtZ~{p{gw$$pubKnW9x zIjNI|uq1Pfdy~-TU>_72zc#7MyV)C`+4T4lNs-Eo3zW$q&;Z9@zVmZ$^LXx}D$=>l zNGeL%Tz~(er2#iEE@YaaJ>#$PblI&kk(sFBXdnN9iGg%WQlOiw3ai$pD=RB8wtNgU*e8%3W;&n0lJSY-t}|F1J_Di z|9Wd{6kiXY`AM+kmz$;w>mnP6$XKD??cZ<1QZ0n#;%FJR|E*240( zqksKtXxl}~b^{_E{F3D&KBd{W627P}M>cZ5{&~A?nXOvJAw|ce{#ZG?!fxB&PsiRP zl8{(+{3y_Pa`cbwYqXEgTi%JE#2ZsGQCauYfHgti@O&K3>OdsmHPl9m<;O5K^KeTR zA|ZLa7gl6aYm_l=R;NwjN)C#xabwomw|{~=(5bdp>5yDh$+nYSnr+ekA)!%ei-dgp zAB-nZPyg_~jw5>2?#c>)pN{aDuAv{9kne1gdu3&RCBOk4&suc#*W&G0q)w-W;&bg% z6>JA2g~c~`bf66Hf6{on*;T^xG^}~Xy|$!nW^W0|_&gBN@j5g9N&eJep#ric|9?@# z%GD>RyGTX5;8$GveG+aKX{AaCBt1r@n#=XFrykhLl8d7~VbJk>9(^hl1H`Pi-_eSy zwl*k@yNFyy#c_m~;Hbl@^PQ0&%g0ps8X6&AaK%URFAh8=%c$J6yZT5G3_H~HjSIie zGv%~TBlXn*z4qtz`rdlOIrp?7n14QD&`7Z^z+xb4)L#JZWCPw#EH8EC1WS3zAnd(- zmy^k;^ZdwtQlD{ z2b1hzsyg(e_KKz9A7y`uk5k!vhN_SFD{l3RbRT3=&sd=MEPvDx;FX;` zt=}BQOhvjc?f}|)H>M6ZE`4$Y!J3;{HqMZ4HeiZYU|6Fz7oj}~h%&{FyH8a4L)tI$ zPa=y@zKnctPY?0)NXgUj`bABc;!~4zfv|-W8C4%pHwWGUj7=c9pKi+a67Hdd;KXQH zta3J?FvYs1bWYCIQCv3icYi08D~8pKKlTcYohHt%dCy+oH1IH%DQ`2lSj+Pwb)h<; zB%_&BzABK`sm4wg8YIM|bh;Vyufx?t++;2iF9Dla3q8850BRfrK z(4GNMPctaL!TgUX-|kCdvwrZd&Gn1zkacS7-9|bYr$(WLugb$_elFLRsMfrk>5nUM z*@h_kQ_N$O=Ow|N@DF{oNrB-05zRtYUE`4#q|WmOG{+Es`GkC9PH15q98{(&<*)RR zn$ETQDfJQL>%q6C(tl_BWwcYJ&9S5!fn;XMN&L8Z!eEXn@mPQipafcehRYOFjfAYXBO zjV)7b}9dg zJcZ1Mv*#9W(Kzh2%;cFk*nEIk<*gHlq zz`YQ=yN$Q8E3p9{yAnrvz$G? z;J^?|5|W|#H5a@naGf}0$};V7?fRde!-O$U^wOixr#`vI5sDH?=;m0pD!d;p+9 z(nr`KYJWUMSv*Pv+xe3CXo5V&T}Y+-jfW&_Thw|Nou`y8@S^}^ci)U&QeRV2=^0Q$VZB@0*=gXy-@7&Ao8~S6YDxw1+PnBEu_z>o8t%b1I&8g)__(t_ zO;sjvc@5U?DgLatFo@p~d+G;X!7-y)j%tv4@qd-W8h?OQDm6ULP~qd*h@|7xlxQoD z_FX?&k3sbx9k~kFm9HcPcL?cS+aoWp;)FAxklfq#YnA=a?E8n+T*7`>S?X3UAsTSK z(h|G%$U37!xEi;q-ey4_!5DPt^>E-pkf2j-%ObxoeJ29jH7y8qL@OY4g`TvN6SYN& zjeq?>G(l_w*?C^_LL1fPe>btfe;VP{gXJtVh{r6DID1{jKazy@SoPBP8-G2y)2RYK zO!@yFZ8=$q!(6h{?&RMH7A=<;(u?`&2H9B?aC0#^c=FhMYNB1&z>JDdaep^^G`Bs4lF1^tC`@c*Qd>;3>#cdkZdqI= z-Z~H|3g_eC7W1lwUaYgsiWdzIFc(tn4- zwL`Cj0Fl<3JRCxg5@~uC%4w18(T6mZ`lZLsL?9nnhU1IH0T6_)*Ni(0<*o@Yi<48& z+DH2dto}PbLXqi=Hkd+zjR=%kKM1m+yy=)J1cl5)`H?JJAli=?KDJt%z6QQ#pK}QfbCqd}QTYnmhf^OO? z;G8%=pSA(Lu%qfR4xPh>Xel_`OD>kpt;%s>u@7-uFvi1?iEf-Q3 zYG&e>_r}4A&*z%)4@n~IZ-2IVA5l6lJGKt4D&Hx1fEKWbV z*h&2&=%03t1UeGWn0iuSl8|d9v1O1dm{13D(YGsvxMN+CwmsO1f0XiYuIp#KV}45| zg)J`Y&xLvS9=$ZVX@8e0b{WvZKuOR}yblou_K9U}{q+1{K--^MOriP=#E#e-!wM*G zlsUq}O0?6$D93>^S-v3fRqq*&zMI0duo~o5LEx(iTsJkX#qI#8T9tV>ibSM#zP!St z-<@dFNaMKxi!WBb>4mixq8{A(kTJz!TQ?{i~#+GGDyzNvl z;1mrsQjC#O%Zh(F&U8XpK5V0Aq!=T5E9d`VQ!rQ_>E1)x+p2qq=0+g_6tb4~{xH-^ zhf1w0k|bQp>D>8Y1xeQg!27!>qeD+Jrs@=2P^N}jXMdcS4bi+Z8fT`l&}aJG{zKK+HFk)BsmUw}u}cjE>#NoOn|)IJY^jy!r6_%N zw4_)$HTE`hOgj@sK_KCx_>`#%MQXWXkaEb8HZYL6(*fFF@G+`0pMfm?9q`UQ?$+D%wG ze*3@ym7(HMxRFFiD$Lz<>fP9E`4U)7QWJt+Hg~_vp`b9XB=&Rr=py_cVXQK41aXFG zg@2EwJ{5~o+xTY8?}oa-3;K)!r$c*-QXwjr@37cy*}u;w{QL?4P7qSXPJVEy*;*zm zFmVQ$5)0B6AefL+p9yjusIa@HlkWTmN|YDy?*;gR;HtAKOq}u??Ezw z7)&lpqT#LC?uGEc5$Roxysj)fZ-&GFRey|lR1_DKFDtybblCl)g3JZo!v62<6XXu9 zN#hXFSg4zAd6}vrZ_VYC^R*CJwRA)&klUv`Y9f1Z8U8K4mOLLB@4R9unm~v9|1Ew=&_j<$A5k$TWet_pE{~P=Gkj`^BwKZ# z6xT&GUx(P|CWzjcK%7kkNtQhwBwn{@SUJsJEX3b3PWHB3V%$0#AF(6 zJYKj7g?9+gZ_Pqy0{y_*Ls#*a)PW>J)TT)gsqnmgVd$k}6b&SZ2;&_Imo$_L&RpNM znWqfJkmL&^tB25re3SdfCSB%176o!0Bl6I*Cs)GrhgXk92Ao0H#T5lj{@vX7P2i!jqnN)RA-tkE?D#>>u&=T zm$!nzw!09?zrdpp=kO{c9CG<(0&1RDTc@30jHXCwpYkve8U1WO5AZwg%We&;D3>@$ zby+9M)oP}Td)lGsy1WG_4Z6>*?jvgIz+B^m7|O!}2*DZr=c1K)J%7hIU-tT~MuD;Y z(dAb2JDa~pCU!=L(I8L&w*PE4Ad)s5nQ-gk?X^OD2a}$)WSv(QbiRc(A2?7Af1KUO z!r7?!VZejRGOejiYP=VD$ei2Swxli28aCgC z{2Q`0vaLU}+D9r!KYtbWg37w(p=b#=MS%wv2Wq{nZW;o2F?;wnU+R=wnzAT1R;>r^ z4pTy*z?KHzo9sy!>KiA*Bz7W8>n3(|-U79V{LghiG^R^%$W9WL{adKd_G0nWQw&!=pietgRs)rM)zIt!S9VJ0fBB_HJQJUc^)Mr zBb)4$ZV94pD$G;uuAUfee?H*=y{8r`nlqp@jce^Y<+9Ls-8K-B)L;kf7XpkG2N2tr zvC0PDihpQXMAXbP?;{Q5`;@QN-eRJRZ|g$8Ktb|oDG}0uFp5)?kbS9>I1hu*BN z?p1an+mu)jI*n%n>lVA8{gtArFSWEZFX6n0ntxPW%KRk$pclQPm5?b=Nv^^kB|1C7 zxhYRGhbbOh>Y^4uxn)yF*XG{6gSz=s6a@Y=$!JA3%_-A@AB`d|7 zl2T4767bgiVTOUuYp$^2%&KZ(RJVlxas-yKFgF}VHx}6Yd`BffRf^F2w-h=FD3c&7 z6ag`}li&!iDFQh&w?qmFJxT#Jw}Mm&b~*t!xA~3<-9-U8x7XAO1Wy4qm)s)?Cl4_< z3NK7$ZfA68AT%>GIhR3y0VsdPTv>A)x3Yfcub8)++ysOGM3Gb#dQNg>dd@%6ts~|1B<2qwUN&*w@VWk8vR%1s)#{qv2X(}0z2{4uc zxk%)U>}5n&&?r$U1Dh!YFQZ`xr7LBF8Yu`)C(9^0XiCn6|4*fR)FX#c%aen z5G~Lkix_|g=(Lnbl}`R%7F$WY{(@^gIShy)1&*P-=qNhEmavNi{6H}nF~|tu1KR=64#^z2 zAG(+E4rPW;lztS!-vppR9;g(MD0D?o3-FTGqD$bEi_m)P`2a>0*b9J(7Dyij!i~Ng z33%Y{gaUZ1$6kL#6M|Gu;;e8GlG zTh&h%zbvZyVfDjma=e}{=Kp=5f2@A~xfJ1byO8$!Ps@M#xZSPUW7*FAiOm%@({kdX z?akZetDMKUojd6trrr#jZ|!2*WHq3d+1Bg+H8|!Hbdq-nFIqVlEf4CQ5w`(>?6yF^ zl*pd9@=e>ZPSV2upWBto_Ho*deYu9eEL-l!?K;x_zjD&kmho)MzfN23%NDKimWS-H z?yA(f^OS$_0EBKE!dKse#ylVCgy^uIl|FmcGVC4;{Yab3o;Xn0&9_6u?U8Y->9_~o0{M=L_Wpk~Ab!{u|4HeYlQNWxMDeAJ&rhxQ zbxErTjgu1E<96k=6?-ozr*{O(P4yT6G2RNqf3{xHQGM%=rar88U^{Ko$b3L@DR!J; z#O)q7Pg@9%^X)Es0%_w29^c%at1_@Bx5;F~u=OUrZD;LL(OGH2i|Zx`DQ{mU^vbtr z6XbuY=WyBy{&aK6*)@;YqXO0n9k zoOY%8t1=sPCDBIhb=uAr+Y-UovKGGDneT>x*j2rCW#w$}mbv$c>vH+3Jmxcm@TK(D zz4`{{!>r7E)BW-dqS8|oJ}fsrE^WTLQ6<}1|5Mw`l4QTHPg*@s_R8N=j~(3@p*?@s zx&OD@$F)BNIT^S)@A(|(mLG&@vE$afvEA~PK3j&2aYG{YR9z2BcE_z0SG#=pIv*mP zmge6~#{)Nv!o!wZ#r2{myms7&yW0PA87qsHTkmINKaT#e)*iTu+o1J|V+PS$Rd{ z&K>y5(YRAY6CBP4lto7mG*%)Fk2u&bT9KYS^jzEXHUb^v<6v(K+#|L$A_arNA}|pN zf}eg{Z}~l&WrYlh!{f#v)6^%y8Fm69Ta!jr1`C_SmefpPsMRE}j-sPuI0%0x?o<0= z^oNsZX3MnHhF}3|ZmpJR#%MuqBQ&)6c%oG9z%(>c!w%dgnrv2EbD&b6XK&LoA8vV< zytP6iR@C=E6TuP+oxypeY260ROL_sSHc{$;Lc+=hQ>3aE%NM?l`!%AluaGzn}TcLLf35}S@qozXLmk%kNy zTQlaftPuC9CD#EE;oTTipIZx20`Pi|e+h%04h8|GKF{5zO+2X$5siU6anI^-;Q855 zaK?b9kz_=Wm`xApYfo5cTuqclD%6T%AOGm*1!^J%#R-!jTV75ZC=`FjY1y!68fvAq zqFY9-1Nj=ME!aReea^l_lOu$Tt-#H?9*0ghpOBzY$YbOOI1&K`%j;TNo=;Y?ijt2j z=2#8tgFPv~qFqA-+UO%t;GZTH{cTW1e70Us5c^p0~!KMbd~ilmgK1ctUuCW_OU10a*?H;sTE1pB*hlh0wH8 zQOd`Y$)mUFh99p?yp^Ct((*XFdR^{#}j13s!^h|TEd2~T2`X>UX~^5su7|S z5pAOdQIcp&5S>^NqLE777XRxi(+S3bR&_vxPVpEGm6ojdcJd(Qtz2_^q_ z^pP-^zL&mcc9wE9lKG(=M$y-rV9XXhv(-|+vS;pU>e(94ovmHG(8{(#G&7}egQY{H z7&odqh`TlOm$15Rx7)FiuDom2(TzJF!aB1yX-4dG|3cs_rMbl@H05Wda!V)u>&IY9 zNpH0H6i6u+Qu zj)CM7TcnB$Ap*s5_fA)NbYVpI>rw^~lPSR(Kn||CIJ(2luYNVGxHUH;)2BSVHVQC^ zWw#zzis~otS6v#ZnOWuvbu<%0Afa>lFAl6PL(B%$p`ZpyQnYDcqhvMnlO4vnmqN!m zgOuCEweiSTRC&dN1#e&<9Y-RjEK)8O%kAoPEi*9|`33+rPaAD8Z(VPalY`c;(g(~e zzfUakO}Wa!_fiL2xjg9oSiD#xOUJ70KyNy~w3+q~6R8o&PySwtj#Kf>-~R;4{n8q0 zo=3*N5?A<5mFZ{2e(`WA;eAE6W*V3J5OqL{3T$=Oezd~rDE9Fd&i8_E`;r~U=&WBXZl{O-log7y~l#_c}n6CH4IdHq3m zWyVMNPzc*BES1DPJys_e<>$#s^J?@(|MENEjwdWi4#)>;4NDSH-vl=xD&BoOS-IL- zF!u@MFibcOoS;79AAg@?dC&e!{1@8fi}u(=Rl>c8Wn zly(C`U!BR8F~4YrJcnih2Nb6iNY!WVreE@J=jE_e8ETQb+kI8lN6vG7hrjn&Sh?3q zx&~bna?GJPWkaeqz9hzfUax-E6sX2JRmkg!bc@FP!l9!eKe$C>{yEzj|Dms$svw{A zg6&UZLq0}N>J!0z+`PU;lAgi%rm~w`o_-yi z{6viV7A(>n_%!WnW|7()<_(7jUclu-Q`8cb)g?A1k)fZ zy{+rD2A-G0Z>AQtCK}DyYe39}+6hkXvg6gP47}+iSJqhmB{5@S~oRX_pGX z?~ja?U2HQkF%af=b(4w6(>}k~@e}Ki-qYHFgFa08Kp^l%eYEG*_iK#V_lFNT9hIk~ zMTBHLQL)fdirH;(hf9;oN&9+!L6%h=!L#*Wl|{nA?n3CJ=SDW2OUH@$n63g9OMadQ z7Q(g}>>`3+2pX64u^#{q-nkH|m%ipygOam$W%D)tE>%uZ67oo-gj|}SNl(n5{7OZq zTS0Wh(tg2*dy`M%ZqJEa8JorOU)WaWL{-#w%dKagglVBZOsDf7{af!VsoiDiy5Q)! zY1$*GNugk*1^A}>T)YZe(x2qql{1S>H(=t(9z1CWx7rWNBDOw z(lkG{!ecjTMLihuHzC7_-ad9Bj+W~#Bd+#ye+}()Tzui$F!KDkLv4Db6TC|#mY;ZI zO)SvNIT$c1?lHp!WtJXo)E8agH*fL7|J@UqfV%e_U>9&EZTJ!ul8Z1qhr2Q)BS_3`z)3^XJ0^}~-=epPJc-QDH5n7LK6 z>yt=(yJN9>smyeTsC>zn$X9)B3S!+Z;281+g|PVr5Q^iQV-Xkbmuj z&@9j3P386I!_;EuvSc0QAKZp^lK*Mrw}*q6UD}@l5}~PX(_-8|cF>Y?Hi9H5o*) z{Wo6}sypG#?Bq#+?1|Z@{&xom;F<4pq0f9h0Z3QGr^mB-e9w%*1up%noIfJJ`)4(3`y#x$#J zeKJycR^4K`?8slqPQ5u~cDB&P*-&x=IBoPWeew<0Y^#jDp=4!5`kX*|1NpQsYCS!- zUI#g%J*eCfIgz{kn0MCF&Rz3<4KLlDm)vwh3lT3HV`eEwR(#n`GCh}e6|3e8RtjI5 z+q|pA>WWi*n7|HNM%6U7&eFR+0{ZMYe>xBy*&(T(FBrcmGFbYs%H=(>!%N|dl1S({y)37KJp9ZQixabRqVO%`~no?4s0OPVo0>Js*za zEBi4a#_wxPR-!3cO!+exQ9edjdAL2Z!J;LHB07`3+$A1&?Q;8yN*q2UK4$w}WrnON zaTPRva`?-6v2y0UTQ#diW_X~~X+t6B%JE(WyYT#QjLET9ZUfeq^bUN_Ion~*974Cl z-E;YMVQRF~R|}^V0?)zxlp$iBER_r^fj=%M3&QyHXi?!ue=cDkp#csqK$im7jCIS>zb@KA|0f|b8 z|1WQWh)bY62S@~vr6#lSvywDHi)Bl87V@vGeD2&QCn5Vlq?4Gfk(Ch9mh2?Vs^O#D zH*~c1jK^RCtJ=72OKH$ipCOgOtdXG>PCFDt8{uIS9-Zm|XpwJ~01*XecyiOKLUp1z zRXr#*mO5k^cNjfert{Y7E)O* z{Q7u#X~rV#N0>Yq^C|m6@3ad3E4?h42qaDI(rQ-Tjj=pXN&H-86L*V zqCujbkfXd<(JjJ8{+1`UM=_+mCYke{XXchOTX6oVNSG6B*N|_(StSF9@a;B=D5htL zq-vZ)`s-!C=Bu>r01CsX_Mmsr6Yk%`S7?YHKy zjnbr6Z_$2FOFbA}I~Oey1JuqGR##K*Aa(#C)RicvO zQl~+!KUR*>`UQiS-D+@_rDYrBd6Td)uX?wppH<^vhJMb7PnQ6-Xb|kHj5>5!mu#>@ z07*tJfcbqI%bv+8nw({>YHt2$_Ko&?ng%n+InVqUwD{~(SDkXz+J>os`eL71rr%H> z1%|80auB@7gA?!?mdNS+hWyfHQ}m8@!I{+-Oo35;!$dF0oJZu1pcHg6Vn!Z!%dt+W z%dcp(ekQ~E-=nz<$ff)G^L;7YTYs-YP;b- zZg&ShnUZUw&37#p{`>r5LO;(LH;CNkZP-_>=0_Q#0k!(_+{|;h-Xa&!%P(@N6_uZ~ zi)6JhpKr|Q*IR|D;&*IL#f^|5NvTnO*5L2--d0TJ+#m0_wvcmqccN0e)ERyL(7u}WLlZ?R^{G*mSkzGdFM$(7 z0WbBuVtOZMMA>^Mik#Ra;js7FSK<$fpqquo9-Td%Mjr}Bn-mUV%D)P~NpZ+E#(pX5 z?l;l5o8Mzrw2v63SrJ?l3x^J!(sLnsal`h#fR@mw7ID?W9rykAY=NwG`-#yMslY;i znunwrCc z`HY1tz#kIOyP+aGEO?2oUDB_UW!PTRKTuh;;&~G{FHyh0@+>oRs1|2bM@7GbRjym0 z+i6lRUs_>0mxKB2J`Ghdft~1uEP%C+Qp~Vq& zSrr_ByuM{U!AXVon;)mNVQ+7_-Os_7|GX;vdHha5}XUy6* z29iuZ3A2PI-~Hu=ujj!#=hqiy*Slm~;mACiTu>igD@2o*7k~kOq5)zw6=r^0t%o3G z*CXd|)(hB!$YZP_s|vEU{|Y{U0G{gdFvSgO1;sAryuuMEJ{=zfr-?RZrIcxo<$g|7 zCZE&WE7PJ+p_LQPxSbD)+J!;9}Iq|Fd z85Ot=R>_vB6#2Z&MJWusJ zysZDYKy`Ip${i75_ASgmxSa|;nSGnZhF!ePf9h75l9)@lPC2ugHF=dHE3&G?cnZM& zo6Nn{*N^VvPw*!w%mCGk&ufNp%0D>~3{Za1Odw}#|Ats?XRMi~2E;jX&UXLE6bHzO zFI2`wH8(g7vj2<|dbL-!9oa-%GP|^W>tEt?la_g}&3eymV%*x>S(gp*%^lVb*0^I% zCdA*1R~;h!c+N-+duZ+QE#xyP5Po`0GU8Ar@66k7O~~#-4~LNf70e8L zvG3KoIq+-j;rBG++3`p0Oc4;RS51yvG;D=@?kv2sQ=PxSfvPmg7^m124{**HNokK1 znSdGhk1Nyn6T&CN_eW?A|0I7=+tR~pGybM^6bk1yL-Ikewq`lp$P6>Ztu3C6&1Gqd za6_`9{g|Y1Fc}sCD%8|Y7BZ+n+ry_R`N}n|li6XglCLxOK-HSg$xZ?z@Z1tvp5Zbz zRK378*o=4())$#T%}%12%Vtc-r=jKJ)l^R+{?4nS@gaepPe2ovl+Uj*qLU!KQKb7s z%ge3SL@43uQD=$0P{Nn`EqF=3ccN9b#@XSbRkhX`9%1F0tUaw}<(fE{6KVBY{Vy!b zBs1X@cOCS=x`Fyg%lDk<`hXzY7Pz;}5IXEicG8;?s#ikqr4RU1P64)-GSaNUg|av8 dBrnV9$WMMnr78kB$R!{m;y^w=6+Knpe*lvKyBGif delta 100028 zcmV(%K;plEqbb3KDS(6lgaU*Egam{Iv<7Bjmz`?{Gy^d+GnYYs0Vsd1SZz-mNfQ3< zU(wQiSh&;n^!v*yTFHSWi!KlZ>}mH1LW4aJZ;XcEWX3>~ zFw8i-jc0~5hsX?ODlsz?@rInmlojMGt;flMRag+@Ff*kgWT8h#!7SEfv}P9ijCagJ zpCviyu^10iR1R_|DhD|SJuZrYgC39Z9OS)+sURPuVG(i>MudMYV7{)PQ1Do$AnSJK zfk`D4OW~MSXqLjGVC+D`;97;wbWCd!m#~p0aoAQH5|>bDNL)gpC2@?atpRP43<+yW zu%R7Dr17-#av-rL?Ir1fW{+h`FrtHi9x{6%1A}=T0*EB;BZ(9H(PJ9m-Ut$h2N=vxc7!9xsap3R{ zg8T#Of`vLbgNd*w`ICuo0SQ{I^k@N}Rt54#aNijYIxQ9ow*spU_LNX)y@Hh;+|c78 z;n+67j1n}$ZV(SdwI=6-r%SL7FNDima?6MUTt?#WOjmy({uOzsX3h&Yc=d`EC#-l= zpVq9{WoH_D>X;RKllGkb`YXBz#p##ZiWNuYbu}n<>RDUO+BtKC8x+UYyk0b;YK~pf zH5^pqN%^||%+3TFU>&aDqrpfX;`snt8i>Q;JM?ORou(?=Nj=*w+lp=N{(|ii;5_(i zIOM;C`bmF?pSD-Hx?x+xaeY~_{poZuZ=0@Z=R^Z=)YRj}s7i>V-90v)TsCF%g#|7I zAP4pMsbS=5nA1r+1>kLcU0+OQSM|lHp4QFJliBsO+V1Ck)J#5+9b7jU6&FXt!_#+%zx_iY5NSOBD0Y9VPm@u#bMV){S!Wx;&X`#KV80!? zta9OnfHMm2oS^7JoqLPfh_rTusX=kb7qfBOOm6Q3hx-RrTY}0G(QHYJdBvyy&z;3!`ZBcx-&Y5&~$Vccpnblp|If=mu**nJDGjNrmlaR zan+nHgGupwv0v<*$yH=Irj?!{i*t#Sg7yKkAo}2#$fU?3usmQx_8?)j z+$Q5}n#ZPrDe}lPuopa1BIAP2C((1{J?7y%&YY)pbjv7)uU>W9i(wb-ij(4x<9+&X zeQ4X;`7cFrJ!wBIF8QdwDX!}pVY`1AQL3n#pU2ph#pSfVEN)6_=sT$W0=Z;VU0hMr zYcD=&e%sV-y?wVNaz>xOXMO&reGCmka%A%?t=?kWWr-x&-7v1q`6G7>F^~uY%;}d7zg(BH(%hqMl3~IO_LV0UO%bM_HlR zqx+5xeFYj_>OppK?t4-M?j{d&L<}!KR>J}@W{0aa=<_jX1C(NrlQIvgcvN{%fsLIt zRf<;8Wlhy8$8F3S-%7)6$eMqE(KwR?ods1IejT%*WB{x3pjj|nn|bg$4=Qqr(hkWY z=4rK&!*8>o2H8rQET|6LyF3dZvA7KZXcJU=9A5L5B@lr_4pK$DMb@emqLz+XUag$x zQDixlLJE>1PpfgrD|uQKvQ?fBDjef|76D4qu`p``Dq*-C5OnOfnV?EVb@pMBXNLH1>f6Hb3$#xY0rWzW3s%K^uqz8smieHm9|{}pP10-HNuquA<46kGXY zC|(j^RX$m3*cDkgD8`2Y^~aKhKA+fc2+flIK zdK%!cAaB?(TyY=(}u-VW14}MEc$P9 zg!S(?^Q!xd^3T=ho2~cSJN*57A;dmCX7p(3(a@u&$Cw@qdW=%- zmPDpW!+5>-`o4egLDG3Q#3y=`PY-M5_S1`0j~988RNX19?oXmqes#a4!+dxI93~^R z&rCr-p2E?(b^lJ9@2uO8(WJirB@0g0J8n|xj=K4M9cAhpZ*DFVLtm0`H^}^%b(wBm z{|A}B^x_I-Ze(+Ga%Ev{3T19&Z(?c+GB-3JFd%PYY6_QF=mrfEGC4R3FHB`_XLM*X zATl>JGcuQ7bOsd!I5#*rmoaY#DSu^DoZGSmiUfCeXx!Z)xVyVcBLTXR#vudBwUfn>Dtvv|H z_)3uiJA1p@+uA|?tijF7`e&s-Y)LkNqJ@hncRJCOQ zKwTDqoQ{_EpTF8b(5rr17J#butN%})*T6q?6&Y;_Z3A@~PWC^00B{04fUa)#f71S! zHo8}3fWM`^Qf*wpPJbl;FxWvL&O+?$o}Qj;w(f2aHn6KLo3rCz`hT?T?A-vKU{?pg z>#Hl!5%^bO+(Fi_<%HM)|FyuMlL08(TLD3Cz&|8e@V}f+ucdq?z1kuF5%yXL$e%SG z{}m2!0|Nh78aoTOzqrck>dF8o3wsa*2(kcKy#_)oAntAe^S^Abzd&pHe+dKvq}*Ly z|Kw2lx6AcEY5px;5`X-@=tfjzCPOqxnkpGlV+Wxgp5U{H^`~ThC4j`~6$oK!lX@6r6vbOni2G;J*>^dNO z7k8k7^#4#^O~`-SY=IB}2LR{-0D4*3vHwZ@SKs_GbN(^E7R2Az8SD(Ov2b()`rF$8 zUtf@Y-7GwS0EnwQ(BJo;j{l92Ir#zB_EwPBmVdoA$bYS_0I~rC1pj4zRq}7w|1<-` zUssm#^}bqzL4S_k0BfKPGP^1m^4b~<|Nq>$|H>un?&zp$;RIy(KkNG6!4^*Tj^6+8 z@c#C1K(>y+*TebCr1R&3IlgxC z>ol_eGt2<2oIHI0<$G;XD+dtJ%?-f!FBH^?wZhCZ4a^qaPjg1EL>eJypcIxyMl|C7vRhJ+UnLoufN&`z|IB&LtZHWXLpD{zy|D! z{O4%-cmeDZe@y>E`~Y^TzmXt-UFJWCp98=y`!{-xRQVeT0N7RkMz1`z{~&=^p8DU2 z3&5`VH-F**uxtN~UbX1_2MNAru=pFjX0ZGly=Jib58~u_O=0~H$O&Kv{sX?IwD}L@ z<$gu>9)J6J|G2^KuKysshS>fCzKXQ_2Ygj&{}0FqV1M@y_^R6BAMjPS<3Hf5Zl}K? z=c{heKj5ow@P8oBYb+S_k9}~y3U&V5{mON=cz+$BjzAm8-&W55vHt54{@cv`s>&JY z`qxPRPblACHhb_tD#!V{)qfO%^L49k|A4QIzxlkcsUUW)z<*ToRT9J#{13uwTK9jz z*J6154Y^*!z5as#yZhDuJP-aFa2$VMhyQs{{)M$5u3!hCp1t+!n}mOas8~Q;?Y)dR zUVo<(=d1no=imRC{I3MGe-GAwuq7qIUcRh6JX`=)E%=IFBN z1ZAo$ekkjtVmwsL$u}tG`JUOD&`J)_89kB`Z11{{;hK2Cx=5umE^A%QgYzt$S4#zkB7NGvhUnCFM$k1E1DcXweLGJnd~Hmk3iKd^?6u7B<( zC2`VX0HNx51y+8!v|Mpm*(~=^HV1G)-3|6&bOmO82TW7KsP_GWgtO%IBfQi^n6XY*(65@cN)U` zskf)>!(RNquyZXGpYVUeG@>BQp?`+Z4EdWj{bF3p|J2RBNpuCuyjNDPemOVXT%3nT zIT~2*e#hJ=MKj>FRQopFtW{`}uYw{|wrX$lP12klQTcC)xKyE&zKq`66n|HwA!PYe z799cj;$LfDEOx*Rxg9k)IH$XLBWgT@zGh_uKM@b-=G}cI=f%DB_Q^d2uZ{WG?}S1?GZH8jJ6?9W*mIq8lKlN{v>USSKsPxcqJn|Vlir{JnVinX z!v4G?=MW;q*jneI^)|3**nc}>&_yAdFjx5(@19Vl;8G4$4?^SQ?F{xOoBcW~jhth(7W*MmN;scc`{_fR(OzAEQh#)aVi)6ouI@ zjQ~Gj>7g9nK@a-YY=2KsFS^yfS;ZL1sr6^zM51XM#Gf2dq!a6XeUmnkHhcQJz4(Yb z%*+;vKq3Q9-aOuMrL2~vW*QIn>5WL z8ITY74mA&+zFbKda_v>Ga7sWAmzaGXQe2`ggxeNh=OJKE_5~s_dK0L+t-1-B2!HF; z*^|YL&M1*;PlOqz>VIB*zPkO`=cS*eu0)l)=2mWGv2i&VL_Uk*9let$T|8!HJW! zB=gW*u%dEJGVI4ec2u~sNa+xn3vAM9oi`w73-p~p6F9BLhiVHSU6W#7$Jq2MPbo$) zQgX1Sb6cUbGJ;iw(?e-`ZF5i6ANkAB9T2K=G@4wpBmvbD6CT4_@NldMd(~&cXPR9u zj&}O|7Mc%fjepp7zG1rHtPTlU%hZD`T1|O6i2{z(J3e8DTef*R>_>U7iA&8L_s6CC zWf57w1^Q3WZt^EgA%;CALYCIz4txb5|EaT~<|ALi`=RYGnwf6uoF^z^*CP8Rzh!o4GJ(=ckOC5S?tEpGPWp3trzMn?*eNW#L%YS^*-$7%WO2Q|PtMmUsOdgH@4lyDY^_8AIdOerui6=LktVsq8gh zB0c$&N5469wqyb@aadju>a!Tse-c&A`MO#mI!VuDHRn);a-$-!XMI$vSJr{j!9$*p zCVjDofkY0K#;&#~glor!2H}*!p%MSChlSiI_J52e#tVYQc%nFJ?bs|vA?rx@EW8?Y z3BH=lB%HC1-dvliu>YcDrfsfI_{gJ^p*SB~AqD6_?vO)J-+OVb#~`2)UFS?U@uU{n z#Y7PigYXqzrK$^wVn(+wlw-Y_=Igbl%RnZiX=WVv*r_mq&;EQuq=z9BGXV`Ia1-#) zQhx~{`(oB*oEKH*vVyZ+U~Y*LJH^lBQKP@xPGJFds#cgPG4ZrMuEVm)PeQoi5g9Q& z3~hYEpOvE-#`g<|&zk6k(#Nc4UK;J|1JtUWSCfoNAf&|k7H*(3^sb6hOH}L=N@HXU z0AB7sKLm^t=?t#Mpk<0~g`$~Zg568+AM z_+59(b&#}s29v|)X5F*HKYg=2@Ayh3V9}ub{CA$8k>FK6vdB*&d=WoLv{ak%9ba8W z&R6+%22fr>!_HP)Jh{^aEx8DHvpH3_rn~dVXkub_1pGD6^G=2F7h_Y7;vBZCt$&vb zmSm#)lwKcx1d<$Hd=>r1rBOmW)8jH@tfY1Hd9sT4N+DQPf zves;`rCoZnH``s>R{eQ>E{*k>LVp-X%u&L{-y+6-yB~^R^M0aL3(wxSIOK0kzOYC7 z{zd7j-JR9zJkx=+U#GOCfRe=qYAo^&c#h@$f$(h%r;t#6Mz1OCaWO^ ztKTO?)rYfG)aoEgFsqfZ%|5FhdX4wAOmOGG^7fRR5tl)nV)wmC^oG9LN=2F34}B^N z5CT;zk;9x_Hc{`7H}}HOOdWwbq-WDJEaWD(=+CxX`>G4(t?KMsb7XpnhV4XRia9Xq zPGy4Ojuk3N^FM+_iM)4uoqxyY2yo9793k8Q?6Vv%xa)qjed%A&hz}Zwwv9b>A}X z+X&j}_gn=dfY6R39tXu!Yt?vn6z{0~vJKYeNfsu1zd=~y4{EjWVSm9Ql`G60UPpq1 z{c77GM4e5|30$q!9`R2$P^GB924Z3`#bLp0=<3J>jw~;WM}Q*%705J2q8o2)z=vN< zo){?&MZqUAB?9oH7tOH4N`^SqpVpHCxdMXX5Qk?VR$Ydfq?_K zGAU7P_!8j}et%!FjDDLwbzFe~MX*E=W;FYI5NV0mPeg0-8pC|ao9>pF*jWjB&oMt> z216T}oWK|Sgif{QgZ0Uanm!Lh#)e24Z4cJQ*B zTVw6|8?Yqoz#t*JTlioIS^TQcOLaIQrO4U=hwo{mskj}M+QR3V1G9d1kMrt);7sd& zpx`_%qTj526jl%x{8m_K20n}3EqT0Bq6sf#8h;hf2&Eco>MJx;?zof;x8_`bxu}?m zig9I%)R)SJs%JlOr+#A$Ik@9(myXfnuEo&y8|utX_;3XjAs{elw0j9HopYn?`C358 z9BXrq$8`{6An&y1o94KO_sfd`;St_~#+t;UxTNo_OrRe}dMM#Xq?{b29v}o_ZtE!Jx({D(?U)FzkgO{D0|kG+`UrrS(8rO?5r^?FjznC@77PJ zeR^Ac<5Xrv30iNc@_%R&o6d#J2|bXHhrLtK*jN>HW7`}1_Hzl3BoOxicrL z=NF!LiC!)w&?1&lqM@%j?!7|ffqefre(nv#O~P_c?dT)y$ae{d}^bp@1P=i zDZ(esnl!_^P7#%#131fp_E~v9U0^%*eby!H4iqc`oTSQ;RVj*#DTtI6$p&+nv;;ke zCt^qXK5hl5gt_qibi2|JSE}CEC@%~zBK`i%B#7-E97#h1Di%HCqZ=bdUVs0}5z513 zi|PWwc_7c|R;1|XKD}-=BZaIA(d>PLIoKF?UhPnqSoX8! zZNLjVK7lNJIlVJuhH4cAHwqbi`L+27_QT73lEocKb&TzM1jnD6<0vvsy!LKA59Lp# z4ie_eJj}SAjO$`B`I1qsL4Qbd7}lN)*O3p#J9h^{3o%Uy=&UEx24Xdq?x^4GDJ+O^`S;-le*$+ZrdCh+mL;PI8oQL?YR`TXK|ZxPQc@ctB{u(x8uf zgxt7lNldY?-68p_aHBnHLbbrZet?(a{eLh4(c z;zdQeoRK{R-k1E8_^1)8h2GYOL-KielCEH2lV{t>q2p7>9xR(h>i6ANk}9?`trsbw zGAC?WFhD`B#p-ikDSrUDSMvL~_m;BYvcvW)W$5W7a%k3Ju)hnk?s-0LrdDSuu`!{V z+>BBUY`_k7;jdNkrqYIqgGJlh((suCoy&PhOXuOuZRcZunvyIjzjWSR;Tm0{NxN=? zqs&041X5pf8l%}Tp}$wHPMXS z=Pt|@MRT+UmYG`*t>u1FW%;y?eGiu%GNO&mHX1OU8ZlW(3>-moVOm>y2ogw&rrYWY zLcpJH!iY4YGhb0$`3hv>4KCk_-ZR!$p(BI}kkCJbQ}FYfnk29eR*ofl1pjh^g^q*piMt_Box>{rt(ZVSTh_{oifBO2_sfN2@fKjpNx<%w@WK{%`@&aEjMV#gF z**^30`g2ltis3g@C)9QRgS)H4reythpQlN2ziUaZTiG$ud^1n`zlNchQvzKM$Md|y z5@SLnqdJKvK3-_i>=RST-Ik)afg3SoRf*E%{kN3kgMW8olMJzZuVD?)<2)f-f)v5RHdk(f6nbv zm~+iWNJ6VMJ*4kMdK|PNNkKzCk}Q>fwq>U(UNuF@PrYl`W1Z(6aYgaoL{917-6K3q zVfYZMDt`ylazt0lvBH~G7MG&L>2FU?P6wvC)?ha(!UR>%FE9JV&3x_7Zy z7~#saYg_Lij^_tZbtxUs0PL^H9r9MN6=$j&Yz$`rHvWh|%5`64p(j(_O*ohZpIIDX)z$5&fXwyT~Fa(_z<<>>LD z0`4FMdAkkshgBG`4^)@>(0Gn;ju9HC{qcx0BBpyigw0_pa}9oJ^x78)7r0kk{vK;) zYNv=!zy57|yJ_?!wobf9f>Am{a&~8s4sKE;LELGylYPF(3GeSHsvl9E;vuf^M}Jym+NE4N&uWgvj6)pgZ_z+Fzpzp ze1uP-*y8ZDfLe`fON9g}SUdw#v*VH6v5|#m*(E_@;luuZUx8qiyUMytPITMG3g%QZ zo`UhstF~q(a!T2FhA^RoGnnw*{C|QFTyCy~>xUY4VMYfiUww{SID|)rY^@M;1E|qg(&H()MvOq{DLP@+S2)-${$Hp?&`!}G zjL{NmH@`Q_vs;>I;Z=*0Omowa>9391!a7^bYVp!?CvwT>JE5M{cDPsPD}PAH42wED zvPjAg(EX5;Gfo!Og1OhLMW?e!J5Php`L(HVRYxQV8>+sn$mWES`t-daE(#Y-=3<0{ z+bVkp&(fh=g}!94YBRhD5R#p)V1fZh)X;QY$`^z)wpIZ1Rw>*wAXOA`hX{DzHJWm~ zBHf)-RHB`+euOekm?81ZuYakpuiYITMpzT2F$B<~VJj(KPQW*U!8P4Y!SzFA($ex+ zeZ!Ejyw+8e_(O(UB|`q5rQNI)X1_t_L|$6|r;l6+XpLPuXoUQ@%$WLe!mH_{>xM); z)lL1v*KJGz)*3D{#F0RSpf8{6F)@AHJC)4DqAz=pV_}3&4hUP?Wq*S71w@lm9hWo8 zKczVs$0sZ=pbp!rEPr{1UgNNhH@KntJ~@RNG7AR24pJz6`H%Ez}i^g#Zm+ zjD#)n-Vqg?&I_ZISO;HyRL5=P&j@fm4~zd;uC=Z4f+&_F?O=fHvWEn{8;q56cBoWI z#M~M;0YR|voFfp^MX;+Y@lZo)9Xa|@-Bo016qqN`TRlAj=YQ$jUMZ%9#A*C1iCMgS)G%AjJa%JIzf#$g)7?AM z&M0CQI-7HZB+ARXmSWYbwQg9teRaOb$oBHxa#oNP2=#U(G7c?&QRD$;H-)D89V>&I zH``VX>L&l55`U;u(N#lwF_}2kQ>wh=n|O+K8~Hf4f_^mN6j|i#<{6A{7OE7#!x521 z7B@DUS7F=q)iO|tUcqqrE$3=4rxxW+-U)IzM6Wxf)Eskl=dIpn z^{+&lf`7O5>7zql@UMYeBxd<5MZGIz*k!td zhuOOka&gVTnMq{o>4e%kkGRk4Bh5niCh=W$is;RBOMZ9Oo6|&H_3J4oc>$L3my>Pr z*4@6F2eXXhUt27jlzqIC=PMrjE6Grpe|xt*-B~ZWmyF~f3@%-caLtqO3$Ul zHSJ7(Fq9)*`N;HCfVk(>=FVjHNpFek&c*vX(!1R_f#)3i^6%*Ybb+$T@@0c zVSn~ON?&}@7NaM{#CZn%jny>pm?9kW#u9B(n>Sf38c4@w_7t1U6yZd@e6cEc+>S5b zaLESIBx(Vw;9L(gnsP$)HcWilaCbn9at(Q%!Km8J8f6e;brVR^?`6@JH7VBa$`vV? zxw5L!Qxf4SioI1%E0o!NmrH<(6;p%?OtP>(_@IC)Km2UbXP zdnk66eF!I`a_w%hr)Zd?mrifTc_W)P?aJ02zs$b+D~rP1W|wX2*?1bqZN>SV1vp=R z?~*irg3dp_>(qJ~hkDMpMT-7`Og-JhaF5*ny3|o@hOPEZ9v6^P5>f8yXQS;rkAKRe zdeQP@ufH`h$1{lt&Qju+M%+nr2|f)mhV8 zw@4~^i#T1LD2t}hX}Uizt397KirKT#owRcI)+s6e@ce+n6bhAqk=%4taa<*5X&}&W z-No}d6*TTfG{!b&*T<_)+tDmBI*M@lY~?i$Un#?c4PX7t+BMR-O?W+v8Wxw# ze&_5IF5TNoTHVPjrj zn8y*m#h3ry8)VK|On)oQQ}HCbyV+}Tp&@O?pADkzXBbj#Q4nZ*j=i>1dt-HKiIy43 zYrD3i99#`Or^qr`b&@QY3-x^#uDH+~)Gxzizcnc^xp$3vk*IQ&%QMMdy!4W+GIq#b zS@1f|ZGF>yrQn9vBc?7`Uog{sI%}W82QvD%-*LZTT1f;Ajeljn?Dz}$N{mcw&>dG% zL1R=+41qfptQGt(qTkA*X~QBG)JL)=JO3JBhUE@G{nDSkE2z;`$;Wj3*;Bwpou%Vg zFz8N?HH4^xrZM3GD^ExJs5zVZu;yKIob3FTdw=7#Mfw=IAxlSPTC9fLFi!1usU2nc z(irlQfY8&@41cl=C+-0k*L4~L9loBk=IKY$Em1Mz1W|*$OWhJ5z^AYu7Kjsyl6N$s z@*b7(c()0A(${sNXzy)?bI^->Ero6^KBbrkm41+-$t`h&i7UqdptpS6yS0Nk zeBioE?wgdV%lXCshB{ohM6X}XSF{~~6m5yUQGP1XzJF9>Bg?L9I1<-2$RmsRRzls* zk;sDSYyR`(VhwH2IF&@oJuzW(^Cs6;c@8XsD;5)NHU3SYdasv^*&5Y*%WwF$?nHUl zea-NU3qg;PRT!$07UnHwPid* z*h{T-w|_X_do5pfFBhLbV~*c^3%ukps^y{1;-TE?(VtTkU?gp-Fit^6f($ASuqQ5; zk~-sLmJ0gnjr&!QWb0wvWW4hs>Fd&3R|c}-gmrK*a4ieJQ4A4nQPC06>)HuJ{HmBa zG|R&yTX%T-5qTi9e8kHLb*oZIG#%*zaQKmcJcYF~V5+o7f!NV5j)1aB(<0 zd4H$pIHD7Mza*o0iUD@R!|v70#7Vbe`S)2}FigE>Y)HwM__5-yto>~jfAtZIDuCB} zzUAGcQmEZ9v|i$HvhJ_nU+JgIrXM?qSz zkBd@~)Abyi9~_3iM<^=`L0O3BVG3T23D0gDsi@W4WFYvE`W_4qeh;H#xTsJR4u5w* zKxan8l->OyD@K+lzt}m8f+xaUo{aJ)#IYD9-S*UI+G|0+7iZvuU)x9KlNo1dv9-|( z&AmK+ZdhLq*S^@`4rQ{WZ@o?`ywz#}p)&`kB^5`*hw&pX{lZ}RdD4}@Q*mW`KTOCB~n!65tM7T2Pi+P623lxAb^8dBy41Z zGEYYoJKh8CZFF-_)aw{eTz@xSaB+T^=arAPgsd)ob~yQ7VA~%mxQdRzF!Hj~-}t5O zDs~y_1*@wTuBCvj`x-^cR7HAAm6{8EmLc)P!lh>0Z1BiH6?$`jVr%AR)$QxKe%3Br z$sJ|SuR=~Fz8h+K^%fYF8KcieKMtB`e-3EKK$S{OiLhKR1QAJmjR-FONSIBkod+k&@1-gsEXQmmG0$J_ zGP_0aSrDa1d>NiJODhv__4werhDs_Rda-e2g4v;9f~9fQ2Izb-w?@J3%LKcmzf=5x zu_mBD2W6$Zsaa>r>VK_aLWi76FPuWUwX{h3m3EN^>(@(CLqzzrXbp}|)iMDJZEEN%7sAa==Qe4(=MyR9s0QMGQs!W;| zL^r)~8of}1wwb-F-7dd;jc1hQeE-muReiU)j}XGRo=h!Xfc$l|eZ1oAjX6CvKE$$W z&y8zun?p)P0)H=+hNst?4zoZNw+gscC??$)ulHt>ccCl#ZEbZYM-oJ>gWI=BPEzS0 z*7mtT7E>edM#BKqF#L_*l%3z6eZUhS(dNeV%~62DH}r$G1-%Zg@apMC8uqBcy&3Hw z2u{7-lo3InmS^tl!s@qj=+R=#Y)#5XZ3!Bx=m#{+6MsAc`Ol(D2VZub?DrNzDZ^V2 z#JUn6dzmR&mvm!vN`u>EH? ztDGg`@_&fAcT9DC6TzVL^-CsAbq~WVB?Z}mcW}Ok!bc9&ztId>U|WTAy{^srH<}n- z1*m_fVAu&cJm`F9eZVItb8u>e++F51Zbl(s5v(q3Es9mKuTNfA4;%4iw7pe|*g|Zj zbzMY%CmC*RiLjucM-)gWZMXC2Moj3I!YDf?({-|OV>3Q*6ZwhS&R++?0y(3zp#WZs$Hm%=rl8$Btk{K_|x zpeXEWq&yFo7k$TV4eHifN2l7tt=&++R7)RKa9Gv+(1gw^87>Zvi<3q$#BKMbulH#_ z9DfrZGX9x{uuTl!ycj|^9ASq8TD77mXll!l@-kfq_94<$M)vR|!;d}D9ym(CUe=sI{uSU0eOTB@3?j84#-o)tv_g_Rikn16qu zkOYN^h>AT1IgZv0-?H0^4o%LRuYdhi$u=iNQG3C2V75 zsV}1WpF5daqNg}amUtJ>u77b0t+ZS`7$z>WCe=t2j3tU64kU`Z8bw1tW0N}G2tel) ze)0?xu`Z6L|5Eqzw0z4U0Uk_-x4We}Z94cl!9R=hA(U>6{NppsMFwKS(SJCzi@o1g z93HvjLg%uu4Czg~#F-8Ej}f{U?SL=!8iSW-Z+s4EGTDbA+*IlgB%QuPqh7Vd-__0M zT0aIi$P#g{W*23fF$iP}37PwwTgZQ$Ve7_0Rh24!{Pr?R#Sgs%$1*JhQ(5)yVc{dK z*O2R3v8HvuEfT`VSjPMNxns>UJ!LZdc9YL1m_`Qy&#+WQ|1wV-4oUELl(~d z!m+`E9+I@LdV9CZgO$GBM+4n5EMj3(li{AoB0P}sAw`Fo^x3xDl3t3r%vTFe?8!;< z#x)t7?(+h(w+pRMGI7Ou?^_h`%*Tcn1izcDLwu-Q2D zb2s5#Sb4b!QmDr}4N8KvDamp{VY9XgEAYX$X!r6g-+KW~E?EOr63V&-L>)@%jQ6#fG4bHfq zjRFhCj7m-H#z!{d>qw-UkkZ=QzGCb81b*qZXe!qB4|Vx|%xq~yZ$k8mxJj3jCV3-U z9;wfnzqEe$2?^4lF>v9w9;zoV#GJ>*wK3@F!e~rM4JR`x(v~-+f5h=-zB335c2@mB z_nrILtVu@kxPMYBu$237`{z3^ZQh`&#ow!QMLkpkR<7{H$)soF$*>*aTg!u{8e0}K zj^*Bxk?b@Usnvi{MXZ#;ckjN3J1+}v%?98xT?dcsQUnBSmWfgLFWNK)t?as?@Rc^l z!>3_JyyS84G*3S1NTsRNf)|242-~;b74-0)d|mBXw0{|TW51aIa?mm2v_*B6{yi}k zjB@{IEJSvM*WaVMbV&gBg%-Bcl{SsQS>`>Q`vdBx>PYRJ4EnhKN`#)m2;bWQlr!#$ zbJ}|Mn+0z(l_VnjS)`q*;p0CCaTJs22AO{BS z_Ux3R%sX4&B0tAX62u|stE2JX>#$*s$Q>#cYCd#&uCS9u1$;)E;Lt{jG5a1XE02P< zlq2iy$pC0k8N3fUU!@Y;_zF~_+<%EMid6S>I#Dl=Jn-v@e(6{G*y33--pssKHIc4u7g`Ie9U)_ z4CyM6k?$1DUqV+oO5s{b2@Q}xN9WN@6KDmVJR5YNU<~QW$|TFc|LFdND=~{A2Up-~ z*c%=25-=~|To)?=HSaT-UH{E>h6tQ~pFZgDNV91xJ9 zXy(qA;de+CalW`BP3!J1WH)bs>Lpnx)ppa!fHiQVc;Y6b5b6h>E zyT%WKM)Lpf~yMG@Bv{tzsy3eG9Kd6}p z(~1G^%Rw_<%0cslfgxcSFI!NR*>xYVD24S5sr^#<+lBNO+ES~hJH!YPZ(*Sx|BrW$ z2k4h_bfL9SwPF+Ry2YyCKzVg<`hUA{`Pv{&aW5hVjmeW&I+v}Z(|L^anRB+uncubK z84?+yk0Wy*G=Ii(krR_W|NzBCZzx-TLe)hGbMQ zmwRvio_3X!`(ROUb!rIg676VZ2=gZ9_+8K*7w+8{5tv$TX$5tG0AxU$zfrVujTUAY zZ#zinXv-EE)j#r12ylPBf^jRCblFeGuiKAYSEggiNOjWimFa&JL*cC^k|mdyXpNOK zL83v{g~pw21=L63 zQ(=+1p8RU|GcjgZ-a2LXP+l4U9h1Z2(9pY_R#iP2!L07m-vA6j@)LoKzMO=B#YCap zfLSKZ_$<|RUTDNg8^zreGY_o5s1#(4=5~|9`6_=CrQgf%%o6i*1*q*YZ3nRUex82Q zy~D<0$=_RvN9z*>_T63<(QM-f_^!#6_E0?xmoLtoMW@7m*(v;fw`!NZ+$Ysk9230? z=$^aQ3HtW_kdo${2Eu}?I~Tv`wmMXUO^EFC#@5$#Fii6KaaZZ)po;34?BQUd^h#|S zLr8yZ!bd7Lf$?gE!M5}fEbNqj+vmGpdw{0jK=(tg+?#J8{XLGza5~z}|MA@w5gBFu zKmkc_Gg+ZzCQ7o601fZF3#&vl8Wha8B)MmMRB-yT^L#WpwNZZht2)*W;VZBc3YjMY zXFLqH5~Nm-9cUiV0H2>E21oY}8#^lCIJkd;i8qwy$iku+YQa-W7S)5c`!I?-2pX3P zZbpu0Eyrt}j1X+-%R0I~xHuYtCFKmXqBznwU&AX5K5)m6#DH5yNJ2Hj=Dd5SXIstJ zhj+o)0?4Wn>|9%iJR2?*6V&2sS;s4Uut_t4HW+*HUEiad7IC1=@|MmI$jiV}>1tO7ZVBgr?qoQyOxng_ga51+Ykik`g( zWCS+(eis=>WR!>pXnEc!;j3JcBU;vV!_>iikvL!172l>lgK0zR@Hhdxa?aEWb}kcI zBaD!Bw68`iSTQp~#oO(hNW(&%wJCoITvQ(M8x|56w*GKeO&HZilhfo}buqPZtPM8u zY_Qh1hnv&?GFgs6!9!=zNOjkML`CBtSd_+plKf_&2R04g%fuHZ^gAT%nXK@`SOfd| zqw)4j8Trd2*t*fW6FRy-J{@(rA1}1$SRDwn*Yz^%LWAdu#`?Lg=`G9g90Gqr-;?+O z6`xX#^&C)p_QVj|)MpH*0K_knQE*q^ z26Kn3Sh-E{GtqC0SPzRFd7po<`;osqPe#JkBv-p{hbG~cv2)jCBhp)9a^ZIa& zPau58lsn%ugsnt{SUvqP>9MgVQf0Nvo+fGmFe!ZkD}*GT7~5S&qJI z7JjrF7$EV0|6-7R6}ak>-A9s?Z+Sqor{&OE_s&=;2V=o$Gq_aXh*548fYfQXue*NP zq`I82Rx3DuMl(}og=T+7^}6{ z+9)NF#}%K58%FXe;=--x-n7xab2Gr%oT{+tZn&UQ-<+I+)k!}M`6RQH^U0)QCG-fZ zFIGT2juI7D9Q7C1bB;GHMvZy*#GG8{?BDcL?DVbKf6gI?4^DqNjU_5F>hWB9n=oFS zzN2@)q^|?kcn(UB26T|e(h^A;=(dL9=+VAAprMoqUJ&tCFn+9&54TYZvNaT$Ie~}X zyPFEGc6)2+=k$IqtR+6noSlyto1sU@cY3Taf^WW2j$vzDeT2dlDedh7$qI4oR|+De z3CZG|@S2Mipr(IwgWFva8(LnJ+7FVNFulT)WnCp-PmbZJ7d5r3gJS!SS>&ZN!?znv zHI{qu2)Zu?#A*kjI`@i+CCXVt1Nf~u#Q7|)-pHROoQ299dysdnqHCQ$JdWJ(RQZtQ z$$61Z;T9;W+_88BrBITWVLXnM+&Y((?tI4?;&{Fe*Q0;-)*K?w`-v=PtIjS0^0c|% zBl``g0qz~I6W|wLJ=RwCpE9xVtE5RiG99@SYgZQD^hf5%mmhrlZsL0K$!|kdeTc`J z5->T}m|3l#AkMtUq>O@N&L+s3x@HrX`!&|tY5@`HFDI6;h43!1W-?2~HgPJspZN5p@qk`Ww%{&P}5pr>v7YoAv(U6!7 zCjS75+aNfOjlWo<(s>+idv?2S6L?|%m<^!`S)F=g{orCoe|f2dk`9tHxg*Fu`_#qy zT~lctncvV^lpg7x-deG#v+@J}8(ai#8QdML-)(<(S#ywQ^&}*<>lzAN3Rwi^hM%%& zpTdW9l0fG=t0Z_iWNqiZ;;6q&#FC;3?;evBhZb@51cVp9PPo~cCVI^qgtEFOJ{%)z z>*%}o{r>6xMD}5k~YNTEqQ>^)7JHXC%{-j{E+*&AUKU?}(f}K)omPcZL zaV>vQMkV$%0MOfWYVAqU)Q36$%JzVbzo{AEU(u+vq>S}0<4Ug~e$3kDu6#c(RA0KL zr&+jBa=oRis*@~vNoF)AdAIKrI-mcTUxkNE(x;L;>4QV)O(Zi-dMu#o{b-Gj z&0|0AsPe9(VA*@S5UI4f5|?W1=6~9=-xl$0APom~(?qvp=9fqe#IOw>j8Grl5_Z0a ziRLYP=QRBm&W@tNSs62)rMg;e`|hw0IjLbpiIIeZU$vIi!J*mkB&et4G~()$2ef}c zprisEaoNiH?r@IUjeS`L+$Bc3F%+2@5i-i-5W(C^w}bTeceE&EX5^&UH9rV6o-t2p zaw{?JpO?mR#m$jv`$^1?GZ~O2qnUamvEIBo9yf2W0{rjm^pS@}Yi?BJ-f4mI} z^keWyim87c9uJrRp^m%OVL!{~R>9*no1Wipuh-DcQ5AYYy6Ha@`o&{tlYI~Ld1H{Ak9 zV=EwvJA)V-?l8-{oQ6XCz=cK}A6y9ZB@uG~8pwP!wWeRVhNAhG-k($J>EbYQmo5eU zOivxRICGmf(iDNaLf;=$jCz0Q^1 z8O{(W%(Tt|W+Fy`0!zla%5L>l7UGCqq2D3*#yeRW4u3V2$FNswR1FZNSF)v<%-uKUANm>-FkoHbJNlDs^0JeLa;n3I3{DZ`Z9ne%$ zx+y)$6Svnb1Qy3^$zjEVQ-=a3{0NzcO0Yk5p!hvpd2Y5JsaOi-){{Ot3c6K@XB zty79i2-k_4>!od{Vjk;rnj60bOkim6C_$ZB6Bog{%!QtU%Nu`8j8_&(_KGg<<7_tb z5aGz(k>&2d)dO!_UYMH~qo*QBp*W+;h9Y#F*GLjJuN$gudYF-7ms4=0?ytzeZ?Eo> zvd6PJQpNc`p;AEIN#tlxQ|sun;#NSn_2zR_QONODC(lYN$rE3c`Bi&G&oqcO-(m|5 z(4AAFvPu7n)^H4l~8&s0BjaB@=!c%9Z$-=)i^MV57W?IK>a{^;`dxq-` zF*=u;3#Uq|ICe?Z$>JQkm(JwwA-{UN?f9z)D990T!zDx@jsx<{w=iOD*+&I}=qwg( zt{jgYBbT{bJ&xQ8L!a$?RWnxZrp^@_{EvsE5eOYJ*7a*|8d`Vmkx}sGFb!iW5z6oQ zpc}#-11f*YH6N#l613?3jGSwq_l7Ps%rBnMlqRi2SKqyqr2N4K)t&YB0gQxs;fKWw z!)#Cs5FO^h5P9HW5=Q^(|4L@u$_2D9n|3ewkXx!7Z5~&UkfJcURz(B2>1S@P;huk5ws1dKr$d;|%5&7)RiOzl~sA-nM@_FF{Pa^jHNK3RSY3p<7}7jp1Up!PzNy9+k%W3z8n)tqVg_L= z_1k|7z{ERUO*;Oa^f0GM*w)m>X|iI2P`RU8HIfw}sOHp?Q6@B<;BF8YXujAhwH}ce zPz8rSE1(1j7YQRR+aL8X0wk7FU!KW-uB?R!Gy=bDv`Z#K?_^|5U)!R}sM9XlxpD3B zJ@ydB^XiwRqmMr*Cq4B2vRwMR6m{%D$>x9Z4K9FjRT!4?zug|o@P)Fj1S8%snl=yi z45%uCQNC7n{!AmjnaO=A0+QM_v4FLt@qg;J2#bPHXK6dXN|SF0Sajw22EPDPWn47- zfsq%vEyixAA3Z!hjr}*+{A)k{gycu-dN0)HiGh!VbgVF+2LTSS=I;L_1Q2Eut~`I3 zEKp038U<-x7&~M7>II6aux^P^8kP`S;i4sby$Nnf;)=quJ;~Fu1u%#4s%>b*2BLii zWApWyrxgF9L;sq7=Y|$n0UpD`WcpoSEwv>$n%t@R#|Z)CgAt$b=}+dft@GdOaj|-~ z5^M&eaX)oHjwut3A_l2-x~F6Dx-)-<;88muDpUW-`Y9lBT{QH*K9Pc7M(kTTFkz+Q z?g*V48J#Z+rzu&XA2auGnb{NR9q~$8vwuFYk5RlzYrCC}eA122FNunevQoiQRaiKK z8sO@{mI`&E5Ge(?%(C_pRj)<8=|J3fgMBu(wVsqRV)EwivLmuw7Vx4DC-r}PF{j?^ z=+J6aTVyS0Y_Ra%Jfs=CEjM&0Wj?g^kaAM_RgME=Z*3;|C(Gz9K)YNjp7xap3@kcS zS@kXTBYxr_Uxt1!M-6>{AR5x7hLe89;4>XkB$V+dn=~6(Ff7bv%aLrmY+07cT$r;! zytA!TAFZ=pnm^w7R>VChGDm+FEIBPBinyDzQijzCY$r^9H{0S4*ow_aLlljTCa24 z%`i{LLaHK~E?U%6kG5`{^DhnwM@F$(e%Z)zfJZWVa5+CYZ<|?t4wHYf<+~)8y_;oX z2tc@F9q+k^T})*MNdKv$_1akhGF4=ds$rr)*CfI<&$3G*KUg(KYGlhu6Xd>2{p z2}7@YxSW0z4=#@;-4Q!h?k}ofj*u^Te!y$V{*=YImq)l?9T0whzU3;|8p4G;p+r|g zrof0x^I^74GJb|d^iO{V>~~F2-}p#xAc+Gq2OKhh^>MdF2tecA)KbO{!6%NW3}36d zYo3@viVa|fHlpVYg?32=PsX2(OZLU-98q#y&ard|-R)On9@2D0h9rd5jCk$#!et1L zoG;|Sk3IvJ>F#Dv5b>?4XTNM+dJL!)i-i^dD3Jk~owzk`u$q65DG%)kc*OS9O=bU3 z6WVvgf$=C*-wf~k^0KG1C| z5vRmS{k64s^wfOpN9_#+T&Ror!Y;1P*F?|&i5<=sX4eCPRbdM9;s7W^1RK_5dLq>l-t;Dc4p3k`?WOAf?+fmhT zKb#O^l72R#Lqc>wdigBVQ<7Vg4bQHoSeptY%w)Be>$5+_q}v8P3x4} z$kJy1xk{5$Fnd=jxDDef`K$k7KNWjzHAs~Qa-BLmd@I^1OgdqvMW%tmIcBSawAnpR z#nDNkp+SFX2uw!#c~(L1KVSv(zynp~D(r%vj3(c2{y17GC^}KJRH+Q7DUlctp6_ob zra<=SqddtK()c#)%;Ge`KNtMU_&#n@UWVX7rrz1NA-&e(A~8j~P+%8O@>rkdizyeH zK9{5Lvsyps-&-L}2aLU7baN!zmtl^rI=HWQ7#yP;!{0KYGsK&OFXE;7XLt>o$4%n zQ3+;&w{|E<3{;T=urGuUuwao$?yds*h8DSG$ysLdvbeJI4qn1cX=SwiiY8%mEdHLX zMvZ@~CBgpTERf*(lNtFxVYyBA>GXnmtZY5+u6)-_{L`{l2U#d#a(9@SlD2jnMGKjV zsc}0DF#;90&~2Th#HgnE)K|A1KD+yc8#NWBC04-97G1e=?Jkw#WM|Crfhc>K;?mq6 z`zM!OP{0)&-Ms}p(jpkRu(uvy%*71dU-5q|8zU~!_Mx+W)A4=a*e>wlUH;EKH>$lm z^ZB_{!C>7*+-JY^Ndc;7D)5R#Un5!La^EPseYj(GynlBH+1#T~SSkG98GNLn6wsd! zW(hk8eib}5O!S~NxKraTo^^rL2kYacFR@cIxMpaFz#=D38s!!1k;nft7lJVXP7!}> zrUU&oxkMe*ZM5w1N_2av;W$&)|Isr6JwHfJ!H$ggTSOyw0Q(C$jWaaO`aB|etd|;h zKwt1zhZC>m(yu6eN4N+{z^8ldC4iIdZmr;>I1?Sf@JGzjEH!(fjtc0Fr)XI3^A4mJ z@6>>ktG$8&(aO_4R!Yk@%kWsH!z_P;3x=GrWV;aKHG3EA%Qx!*Yn-HT+O+lOn>ZqW zGT_^y%Sk6d5}lMJ&-Wm;JZi-$a>}d}=x$GJj`hfrmTKIZ!v@eBZY0~X&-?Eo3-CFy z{=M1g29Vcz<*B5w8$34-Nb||W>+eJ&meCv<`Dy7O{jj65Z>I?jd)TDpeEEO7sS1-T z!Q6YzXcuf=U?D zi3Dn3_B?TeKBkf4ikNj^9(GKWy)fF{vY5zR=e+d^d;RP{u!cjKL`in@PcR=Tx=f9Q!d0T-+U0HxBPcFo&PCsIVTWpV3Qbyl zSfpuJUGzzE8t&I!g=X7wi79SIgi#mI{~#A;&|HsYTldjnBNu<)Fk9ENh18WH72=G# z7b+o!vKdi-GaaDTUm=5@xL1bMrg_lQZnk+#yO8_y{+O@V`Vm-+rdY|9T9`UgI>H4Q zU3x~x6t*t22#MUe8PNn**Ss0{mh6lf7S%2@w8D+BcmKS1t_VpAEK75lC8x`%GiMJ3 zkq7OI$3+=9PGWy4&3ssj0-Q@tSoUqc^7m8N@RmS#|IJAY5n~qwr^l%&2iPm6BA%a( zBP*hfk9;TYl9DuwS@91;(K8?7b%@XdKgmp6=dX7e0;CbV5jsH-v3`0jeocFyJXP_Z zMq{SYz?9bfdy8~zOCd@~U!3K3Li8#FF7*suDo~lg|44t7IKGM6P`|8snZ8OVvRcw} zVdjl_wJU6zmcgV2mhecU98Li_webk;7Mld|qzJ;Y%(gyL2d+WyZLnX9;)+4&BsK}D zhKPK9xZ3daMdchb!(=9!3K%4~Db04{tX&44ob4G>4_7QATW41|kz;DT;xifQeb3nF zhJby{EmeP>4-2K7%=?{o^+$7F;Pee99Nh5HHFSv;g>U5zL@Voxcljxbbvr?TUW8l4 z^u)x6k#UE?mV5J=&N z&O~@wyi)xhrSsZc)%@=`CznqA*4$T1 zXd7^8d=8it029AL$L?ZN-3L*2V6_eple8#8cuW_Gk64o8C1>5qXTLxS^%L#w>-7v_ z*`_Vb{!)rF#OO^%U*`J*8%Ws%#S#reO2L1<24$)COO>Ykq`Y~sSBta0Des=#jXTRQ zX&|sA+T&!@hsH=BC zItwmSjQkg`0!{;h91J;SQuU?5pb*qnd1 z*oRfEPyJ+SPN3{g=1fh#{ePM@N{lsA z7)p*Koc27SMuOzh(6D}9XRIM1hWh(#tKRnpb@%B->l^Z}6W^40MraX#+L_okP|wuA zQ5mywd#AkW5afBo>6Te%P%e~ju`+)klRvT-$Fv=C6cHK2Y!Esi*etE%1j9qkpdL3I zMQ`()3o^%ph40EKs;`l|z=-pS_b+j3|m#9~<(E{_A&eRFY+MFal6{DK?t;4G2BN$bI5!9!-vzdV8P2rD51 zGN<}c)ZkqXGjxLsfQPeK(z=WaZ$W0hLwHpw+Ge!rBp@YsLU(^;`KvXCtgPXCu?Ek# zVt7|qHgqHgmV_xanJB=AA|ih|T{>=Xup3mu>T8Ll17Dy4r28ciHxk>K31W4(e0EG0w9}!9ZR;mi( zWlN)0&W~T*_2C6~R+`F}aHVZw($n-vL|Lul3vVN8JIi!T?+AaXnE4)$u_4>%iDn)V ziHTD2F@8J9_XT5Zad zaT32rGJ0@1KRIshjBtS}LByzkTpvZ{J}09Y?CB(i%Bp`BEIp0nhuam?O;=tn(!S!I zVk zkm9)+-nsv*mR{EvHWUgCL9JI4DaZa)WZ-I23ze$cjV7NY{N*jMX@^% zY=DN^Noj~JwmDGZHt!L6SEHRenVKx1A9M3*;y)pF?0#!Mk&bD6O=xT|Jp&r84yCXi zA|wE?!0$D1ysD2|z#*jx@*;B##$(N$zCA^h$SQwE*gzDxh<~fDX(BVK^ZOqVn7{NS z3(<&&uQ)=J?53$A9_-X5|D4^>$U>OIjxxDjc>^P~rExxKQXP(prZ91k*}EPY!`H*7 z;ki{7?l=Z5PN!eXxb5nrX+F$wasKN9fllStLHzYzV|%-9Fa1C<_Fai9gQIR9DZ5ky-(xVvO?|lM!jJ2KTbM z3gAxGT%a>r?k+e}aX7nboL~Pb;hN4`Cf|cx@Tfg|$r{w=e9n7a%e{)=ueX7l3!BJAffXn>$J}SwvuY;ki$s?{%C2ZG*W248TIwnx7U# z;*c)#6Qz{IY@YxdCN8fw*6eOvEuhp7P^udg%8T}!1UGiMsSDwM{uehpm z;at7rCI6x^PzZ1gcru&s<2Wrr-fY?XQYsSYEDFfAmB6y82&x`M41OTzTr9?4Ru-;` zy>YC%BeHHi7t|f=pIX-cp$mV+0&1?LQlGcYy(YjpnUkOV zY{dlwyN4BJd49z=;%Jga;gNl)h254DI$YtRklVl5it>f0vmzOxNw^Q-HJ#gQ+|rWn z10b=suTlSVS{`c-{Ng$kEApls2Pz`@*F*M(WE%VJ!Rt9-Nb%155>gNOI%)R#suwKE zjQkB3$3l@xy{j={!mEFQznqpA&D{_5LO~BXSE#=E| zs5~2j-*$hP_P2j!0~~!%h&UBNceHE%!qY<+5pxq5g8%;P>HdFGRRiB8vU>|SJKCzQ zgd11U$MBXW5$ihIsz?I)nb$e?!+D|PRPQLp)G{*W~rVKTU*CS)4FkCUAoE(nQVh2=C zP;d+L@6`NsUR!@}{t@y|3g1`Re*RCwzIj^D28j{x(9g0~6KouKaRs6uU?q8d@at`b z5rG=~_n7Y@-8!y~6)-XA(OO$sVE81x7pO&FQ+kwpmnOmKm4v_PcT9zL8SuRowq|>X zCAW03VY+i09r|6pY@~vGBmd&Ot?Mt8oyMdio~%C*06%|!-*2dVTqeM4$Zn(FJplR3 z4Ur5bcS5P5<#{`3q9TDY(-NWNQAbza+SxmxKr05q%d*Rnv|Rw- zC*`DelB0hCG7c-Pr3xrCDl2f4qxUgSPi1bGLxrif_{)Xsg|Yq}d{vEEY<&Qi`Y}0| z(w+!1K!KN@%7QUMCpo~yi%Q*wzh8(8JteC9-9#U8Ij+1}UtWT$Tm+FK4yJZ@I+);| zYJqLn9e~5w3cRoeH9DD=V{Z7!kk*ng(8vz)C24%QaO%wN)Qn4BC zRUmsk!J1IU0JTAn$7R#%W99C$I1Wm==H^we?<=8fq2UNOwAGN{1j53&tbCuLy=E)R za!(<-enGCN+qs(+Z9QIAZg9@NwC6izQRZ@XqY7_b!+iR#cF(Y4LFh4(?oO%a{t+0Gg>D+fV@A{K@`iXq;N>m^Tr_9 z2B27(^F`vS^=7%OpCivzk_7_Lyng%D%M=a*#i+$!$xFL)rXPH0S~{9hhcx-**XRMP zcgO=Ztr4QH{o~10|3CT49J1KOr5sOR7BPQHbIVy&#@0E`w)mi-^w~jA9IF~lTHiQ= zK|5#RxXUf~=ig|w8{FuJ+^mpLGa?er1}bZo`xsR&+fliZhX8#?qmI@nRz|O|(POvp zi=)}eL~2rMo@gc$0f4xj#Po0ZA#WT*^g&B}62Dflupm0+I(>#uES^V9qY<}J2Hbz; zCoNKJ2SbMiCz(dGt*S)ms(pN1{qm07(l>_61NTTY2izYtNbLe%k+q4i5qVn#Dn2s* zoL#eKdO96){z)J#h2eM$1Bgo%GYG&LdRp+u0AFPT77NuASD;0Ff-2-#yK5EmgRWfo z9Q7q_dv)aZl1l!^6Ak4mNe$IdqH}*G7a3E$1=$D|de9~EMUmyg^&gnP8}u5@a?>+L zx{I3DOhFN@S{78}p2Cis*p>f}gg)D)dbbp|#H=2O2Jq5P_P3hIbV}Z?@x@;?_Ru^9 zW+1|jp2?@X6sstIihpMHi2BxvM7tU_ccvh-dGe|XR|o4^phnTI$B;0tV7;R`Tc6L9QC6e! zCi(ny2PHv@*vuMF?_!PXe=@0UU5)Kq@z_HVrgK*D4ES3L(;BY8Hg#t@r!mil{vV*B zq(PdsZZsexLpMk~`#UmMjQoFw5*6gIHNpSmG#lb^cHqvECk=-nZSfbOmyu)hqZVWi zI4e*ZYvGJDP3N6<+1nX@(JfK1G%5lXr)j%i31`ZJ_~Oq)dKz*MhxlutSgxxzR^*e6 zZT2)@d=*7fcI^+%Pe6NBiZp@GaO;~wc|4x4(pwE-b=7CMzJ{T!AANrX(mCmw2JrMe zdwHjM{xIH#vq|b`fl~HZSs@EtF#%6}<+GIK#AuW}lcFN6W%vo-i2*!{y~<+xZZCk| zHKH?&*ww_MGZCXV*cpDNCkUN!>ZIWV$iD;TZ#|Aa?c^s012obTWRjZS+ z=NcNod}S4YU&p8#yAXf28M`x}czzsjEPFSiMMRW3p5F3L33Gg-N$p63G7$7H`IFtb z$iKmi3-dVpap$Y%@9QdIa?7y$P!lC)&_6nt4Ywv`()5e|BT6BXxhJ&T$HGxJ$m#2b zIN|;?-nQ=^YSEXBNa7%X5vJ6#IIMbg=gJ|er70Ng)g<_yEpC5Yx}QhY?BgHzkM==w zi<~q)mAx1-gn4|lVbqHJ>AS)|oNP-Z=KZ#-UrJs8hALEz>79ewU`Ua%+ld05Xd;jf zZYtW?-h=Y5t@17zTM2S@DZ#6N-513U!la+dTedD_va4u^SeEV*|O;83U2;DQg(LpG$Pc^TSMFKIY$PrPJMUmWlogJ^F+# z@iqR6@_{E!awNU-kppkf!bq#bHqr9w71pG8*V<>W0+j z*)3;;OAbcz&>Pun?WjV@xCbcyK**ceK9fb^2Y!;vM1Oy#yiE>}em(>}pF>ZsIXLi@ z9`-Kq$EyB1O$b?Je#gS|ESFoj8>&#J;1_nH8`8u71ksP2}B@c8rK z_&|!-cS%|VTksd+AuLsTi2=UAl(RV$PA9b-+ZqiYCm)PCY4ZX`&cae4IaoPBJut=6 ztdmR=Qha~id%SMnFz}zCevXcbwX52&4p$=L^klOy?l@HIP>;IzzFB}aOdfM9G5ilPX#k7-vX^8-0cz~h;n8_!= z1fv&I0ZXxMgZS~8e}bPbK>(8nh$Oft|I}x)qmHSTK&%B?U`5>;CB`gR{&yrh1{Iv* zdkPHu*uD=NOkZn5G%APx*-sm8Jb^Ul>PLSM3Csf>$CYJyFROBqc7UeG!v9eNrm(6` zYEQ)ZAamSx@K@!ouPG_IgA`1mCo-Sc**gd>9;1mp>4knSu%%!pnP2uE#e zRPxmTSX=iJLYB$V$XAl4H6EW94Rp0GBq&Rdu#~ks$b^>;0Lx!$0c|WQi-0|gvsQmA ztMGv0N0$w~-V)S=SMc;3LX1AkVZTGZinGkLVC=?0)yb=!0lEMCocGc=17I?>0MuH+qoxcu&j!O$}mF z@t%%^obDg!6qn4?B;KQ0ysac z(iF6v_C6w6h0u1Tbf(P1KrGsv<8(7DI=E5jWM*Wd+}}f1>>2wiz;D>vSWbUly}*KP z2OXg#UA-q2qh^;bC%Y;4Sk+dCqJ^cn0IX%t>T>J+=?s-+U5Dj%moV$H&P~i?w$!LS zNE7png|20n+ah8^8Yyljx8&7ZV1TyU%(y;pE} z6;2-nsTR?k5fj~roV%mloCkkW_taWPIemp53)eFT&-o~dso;JO+VbBL5Ga$@oh9(P zH0p($UqvpR@ndjdy~ot=;oGM&I6D0%9?+Ln2a>-$gODBXg8~v91^D1K(bajg{J;4j z>@S=PR*PdjJhc<4=gx>LRJ`0hXs8gLw=Bli;&2F8PqRA!{z+WRWln!528+uLtw%)_ z#SU&=0dR~YrpTBDP3UREA-p#U)EYP(5sl#muVk=-fM43*5R-=GSy@yWBKWYu(4Kl_ z1$1+HZO|O|bE=%#&D*COc4=Jn*lppIF5!#$l0a8gVkb`~YGu1!a~=7(@?nq*MfJXC zmq5~c5ipDi4V9XH7|VZd^Ow8BeCRv3%R^cAwNzkWj%dxFl~bS)uHLNR9_viObt6hl z>079H3h#BEX1Q5@3sm-+$VJ>Rz0Fu+s^5p4<$M07*J-b-W2z>~lJlMbj8U2SfJnPt zpbs@@-M1WAuBrl4527C&{Apm$n0d3cyEqmf(dyvmHr260%K3juM*md!?_fj5cFZRu zAbVKFv}LM!YoV16NR?xm2+%WGf4I^$HYBjrg^`pK7%!>kRd>u^O1T%N5`#e*M?c_8 zCF*pzTOk}jMwsbkfD$d8?IHx#!eC^QY&`jGxxtOqx(SHcEExOs#o$_xz+kf>RaUlo z51+rR4u~1>1QdUQ3GBz6(ifBBvvQyd7-tMdKnKil=?G<^2(4s!3PGWJ8#TZ@2VS)8 zQAUM_L%=}-`h5ugv;N7`u1ihyH=ZgGavz+e7><~KXcPpX7*2m8yc;hKOqTCeVe&DJ;%RWI zKUcq)o4VB+WsfyKoyFyc@(^WjU^uc$hi(#st!}tGp!AQSKajMuqA42S4O4^Va*Oj) zqZg{*JB|b&KB&k5FQ-lMXTuXfT@`Np!IWkKsWRiKP#)?*urIog6_;{dbg!a86kAPn%Csu(y zzqHGaAGwWqVpT|NErkB`OYvI5{Ar*tU~U0me;TTx1;u2!Bl}gEE|1W=n1Z1>+%;im+F^r8(@6t^&&5HtvBrj)= z9vX=q%NAeK6TQ~PjU0avn?U_}e9$KB2X-2=_hf%*VUj}M0FcNbI9%CZ+zgFd^5@X( zu#+qHKW+ZevcRNL^ zw`4-*^byCDopfdlMV@6yjMjzV0LRU_tPR42XtdP0W6|jbfV3DJ5J`LClU*nHP^rwF zabmiVU{WHtQ*o2bmd}&87e+OoHg118d3qmR0dDjMc+t;Pu#T~+N9>NUp8t1~aRtuX zbLcE%EpBOd39CL#DJC@&C*3FON0LY_6WlQFkGmU(fd}2)vm-Q0Ii*Px*${1}W$~>@R1;5Ur3|>H>ZF z!>E}M?MGILMOcn)A$HG7H&xYHhP_wRg|6{vAti=*s~m0xzA)06GFe{aAZG2_8dJ}_ z$pWyE6m0Z#wyQK)L-htbYYSmudY6 zazZ;=+xxo%&VSs{V$SB!Ys3*~ z{YM~fj{kqLy8ef5T+m+5K-YgRwtt86{$sNP|D`_%R2`SU_86Mx;tq!192SoM(T0PY z|BvTCTm60r{LA%Ub`Gf2e{BQ@R9Ck@V*ExxkH3WHfrh);dHt0Dt^21O4|JgrTUX#; zdkqx?;tBpM0m|O}F9@aV@fU>3>-pCtL9_pA#tDBd@BJ5qO7HVWIcOyxpzFU{{pZt6 z{r8Rj&sD|#=kfMGuR8x=Er=`F0jOtZ1%1u?D@4T{;%et*$PT?{IG}du$N&Ch{2vWy z|6GxOWlKtey?j}?x!3_LoC46NA~$sD&~f4O|BqbDf4z15bH_oS!~ctaU-wDnj%uo8f52b9H>_HIGfwPC7r)4hwm{ z#Y>1a?~(ZNdfKcwoM2cH$+^1|cMCSQOza_sVJk=Q23LmR)@5ZuXa9v^lv_I*84USb z8nSmbasc`iBUA#<>|PbZH2BDIOxUDSw+{E9VucAQ`uvas;wGHQ`8xrwOFsi~?ZtoK z44I?Fp1lkQ8o?|lIUmiOaGN%@xcPjj&Im|!ZZ`K|^?!9p` z7)E{CK)z}EVTK%?N&(6_>|})-E(w1;VN*nv5lqJj9E6o@P+KFtX0yRIfyYrHBDWVv zgnz?(UVSRN7g|Zg4v>sel0?dzjWmDEsFRyk>vWY_xkhfsS`dg_JZd439V6{~d%3KqM-v(|K_@CF>UUp*MdhGDbzU9rZNNT)>)O<;8VW!n$}tIR@q(JTw&RnZw{= zLwJ?GC1b}95Lp%hTK!d}yUf=2>7xMlPR*O^><9?KubeiM(id77>IYBho%UT9o|Pqf z9z?ubSr=60%lp-+@HG>sNgN+RQkj!aa12Y#Xtl!ChdUQo zL=(VhW+OmG1(n%PNr3B1P&L*W8M(%k#rKvsbFI$q=o8;B)G-&|)Aq{V+M6*HVLP#u zig5b^ugBtG{y% z?YlXsu#_N?MX>28!~Z_pWaMbm>|wgTP>moMOiCAa8oZVq!*9{W6ZGM&(LIP^eR9Al z*ZLT?MTh(K)*@CQGY+FYT6-@yZ;3%#6T0NVbRuJra?BX<3OT5DP0piygWqDGikT8d zyZ|Tk15X^-NSkx9>c^&k5qcc6Mh!DX=Day(H_JxhSmBO;2kjgX`omKHM=k; z(^Ce;JU&F8E6;u91~NRPo2?@Ow` zbMaUkOQy$&cx?!O+$a;5V#*kOYjM|xU&yS_D^ADx4K8YrOX`quEEl^I&2|qj?q-p&YNp%FV!&!kxVcnvuTWd7GOne{9+Z~*!=worDcowf%qTlMG78fO|$t`5k z_iW;mo93XK*`j~+`TX?8h2r}4S9;Us170P}xUur>ABN~c`5bufhFH+sB@cbE(XzNi zU?g;ZqM}u2zM8FHgov;5y>nkQKU83RZxO*#TRi8TN#Oc(jy{xlLNvLF!eUIk$Jh(Y zY%%zVMyubcaPyR!VqF+}Ocpz$4pGnXdj!3U>X(K3HM@HqCK?5*rQ-L+FHLzR`E)Ud z3}}UleiU%M^0F;ZtA}j%ackFp#H&nIqRyIsGu2s>Rh6utFLZiz9$icUS2mv;+S<}J zov0X^;mkZmktW4;aSOsCBgzL->)yZA!;8XlGc1&i($=iqofFA;<1M5q;TfGIKV&c8 zpK+<2JUp`p&*9(0Ha$2`N%=UkOo-}ehw5Ggyw5{VUa^4ewsMmSYFC=;;5*?{zLWcZ z{$`d3&SMn8YlP6}NpI4Sj3(f1pU~)Ygrd8P+BD7MytRbt?AbE&v#is*q>w!L__^T@ zyOcJF&M=>{Ec?9#->j(zawKu!>#m~}*~G9fz2&JY**gx)eO#xgoj}s*Hz;lnLqmo1 zYiEq#=J;4I6z=YUQU+8sdI|jCOz?tdr}H@L0ngcTFkVQzuARs3}COCgjJsbpskbU%`rB3)vCZk&bH zIXnrj(H3g6VZ5~^J-ZV?y1>EnEs~v!wfMx=QBo)qa`{yzc47Q&QQvd)FHQ`1IF2UG z`^0nVx*mQ)^b?PmvQO>bCp9qd9ZqS82T5Q3N=!Ab9!fq*G{5VuTyODow0p_|1hm?- zI#OpGhU;$U2hX?6|LEQ8nGD^30XjZ8y(Y2kkM;2`hHHC+fbW_<$A0_7CX_<(AmM3z zbrIQ5s^L2t%+Q%%tA|Xfw|G0J>c>uKMP!*ST=L!+cNh@{+aZ5;5`-r6IBerS5U%wu zXf=xbDzUZZ(+71I7G!a5pln=`RSS!-Sf>-2Z+bHwXFdY&0v3&H%(xsZT#nixkAEb5)3*>0 zFLt?#we(ia#^f0DV>2*+?pMTMh5L^KVOJYPU1EVpwn@tee@+xf`v6sBa`R;$u^)V5 z*>9B=9%c>OJC0uIAeq)a?K#F&u+Hp{S+Pr^--5hS%&-sTQ+X+Ji_? zWPH0Y{OD}gt-0_U*(V1uSOjk3BW85O(~4=MM+Dt5Q^#j}rrv*l=UI6BMA+`C88QYd zoR5+#IBV86Sn*oDp@7#}>T|4NdMIqkXi$a|m3VdEotT-)=71u0RkMa<=?#c}yHgML zc4mHy5cT@8Qy7JSHCnB2RIXdSvY)Rb3%?V&jQ8;uQVRvUec^RN{$Pk=Ty74ZQ;t^7 z@%>h3)}@~!cX^(FEM@#c3$ZIy{d@Y%+eR}STEgao{`E)o1xpz84kbQ(B`189P zdQ5n{uyxU|q!MIWf<}ECO}Y)d^16Z;<}Y6jM)c&7=0x@xbp99-y8T8f?j?zW$(@xN zFSS0<)x_s$%8MNJ%6a95AYqT40^H z5Rpwxl31TbCN(Ek(ECLNZ9{XArSW(5D}>K@z5CO%DIS@6LU(;iUFcos=F3Oe04i}t z?f7B%i*~sSd6``vk?fVesNtGb^wpwzbv1^I4P@ef5Dh>D=lN?o^Y@fJWF5F`{-Jwh zAzgM#rfOHuu3u*xT!yr3HexmV$EjY5`ICsVe%kI)GcNqD_i~`@U_Nf9E-h4Bsz8O> z)E!1xX_njbfoQ5x*~+quXvw>W0G3>9vE?n1ID;M&OV#1WTS5uu@-px0*#ik1u%=2Q= zs+@x-ea-Fb(qv6{MD2t!py-pianAlT13RIApS=S}Z%aZ+F-Rd-dYlUkt7t78fGBAi zGvPN9$8G7T98K6ILL+#6wl%`n#F>;o_71mg%3(45UsSfYK1+YB2BekbLWsm9w!qA~ zUz&1vK3wk;82rGUHw$I@@a@ou>TO?Gm*bl)xxwUqQGvyYZ)2t7q$?(1x1$#gyDKn% z$A@+CeoH>-sti9vPHqtn?F{OtOERo=*|k4Tshb3r#z`bvkG4c|y|&5ZvB}!MpJEwt ztjV+IGGrPrpMa_O=6wLVW#3hz7;k;&TY#zRDC^MmlUv05%p^7Ivl2iqW0U1yl|&WI%DM&4mnFn0!N@GP} zlzyBhA2=~@?o=J8)$p2{`r3RQ7VuWbgE^q%9J8F9LC#de5TjMV=T$2H!7GQ6M9!;I zhi@l_#Lm;mZNe!d*XoOg29$aqHTX(VxKxnKb7xWe3xFv(FN)1S?NW+ir1`HY%#UB_=MIu^(bredN`m9Z8BzlI zIfBqZIY@M0--uP>G#lLZncFZDmu_m7@x9G)EI?0c(y)(?sCz~&{YrFY%91>OVC4fu zt~|~`TDUh*#Tv0-sZmL9xX?|#t?H+L=zUQA(epGa6oD6z;pJ3WvEm0Q(H#9@|t~2f-EBh z@Vtp{pNE7YrS&swowkk!w!h%)DvpSAk6-R}0!eBWN&M^--d-oVXtHvDr=`oDjJUiX zdDLYREXLw5ku}#F4tk%_r!EqVphu%!h5^x)8R0xz zNKBZN^);>FBy9^Fq&8Em=T(_$r#V_zVbc9$CxMX0bdpV#sQF`#1fs|%-*c-<%za6A zgeQ9)>2bKGygAl?_Mk&WlSa;%Su7>cjxo!p_aB0|`rFG2h4fG6tc_>bsx;Xw(JQmc z=AwBqQ4B2Tt~NQ>CU4KT3UQ6B@QkIqezdnz2vDULd}mTP4b?jM0rq=$c8y%OA zVL>n7E2UID1_^Dw*~Mchmm&8Zj&WXC;TruE$i+}H%X-{@Q6D#tAWKAE6U{CZ)Z_auchC6%IaGjEza7{FUcSStE3IyiMfRnF#oZTt^X zLuv*MmunGlwiXwkb_rkJi@?2?rf)k=p2%u|O`3%ZH=_#&FAQ*~hM!b(ZB22pNOu5u zq;4O&BDF?`;bMplcgSRkf&5RQzl73jdD;R}tx^+z(RG!SP)M6TLF&+deLVl*j^BU6 zE38PPTZtGM;S!9ogW*!j*nH@uiid_!&eKAU&;Z-VovYhRanZ7-JIY!`wJ><-o=Z6H z|KV+gE>NTVa=G1^j-kM~nK^u1A6}$>i)?EF$j+^9u5rXczLS z_}c2!Ap!mxY`Hd!j?Fw@2^37(w8^S0KMHhnPJVxs;5IUSm4xw5sOo}F+qdn~6d}nt zk1jhDeRQR)+N4J604q&#Zh{+9Udd8xLehSJGbRjVogx=+J4g({tCR7gcU;6u7c9V^ z@Sd`JA+7@EC@TN<{=CX=mDfoWM?p427$hSysaJ1tlr*~ac&b)w#GN^rKk>1?Sf&K} zn(O@u0ty4I!hV#hvgoT-`nj>wd$6@wsd=cQ1NCRFksF&Y`Qql6F zT`u8Br}?cJsw>9!`or3Pf>2EXQrL}u&5=)QJNR$*5$XUfn-|O*T>^@7Cc@$3D2!cQ z56oXR+YJ!Q;)qS}V%6QpUN&oy^m!&t?1a*#SkZFspRHC?C|OaJ@}-bKPp_lT0Hx$U zAIo;F)m=nsMQ&SJ;k7n%kS*LrYS_sH$q(T3cerUwkA-Y|>%-BjMH_93)XD~bdehK& zpKD@RbpzoC*_DH?4xYxj43(XQ>=iVM@YJ@KKvDCspgvG2LZS6flGvysjdbsLyI&QXH){VSsa7W%g& zDxde_Q^?Y({Z#@kx*_@44GoNc`&c5EEd4dfe3oAl7GX2akB0O~v0ukBhzVh3r5&M> z?N2(^upbkBy5Zc?L)b1ZqwLMvqol`_P79IBN}o*c)L2&A7{evr48GRVsBM`N^UL-8 zk@z$kdzXG_ekJ{q4yVTIm$va-V_&qGx2!U`)g~OVf)KSM_mMgL>RbqacvsTPFog@0 zlHZ6LPen`@MZ`CQ?t9ch25Rd>GGY+&^A(zi2jpEl7dyEYUnaIN*BTxj7DgbKe6K%F zPP89QOdtu-X&0v#Yz@D`G^5(YUu`_`KEd`w8_r^2_xXa58;Gz$nt2~rs{19$^A~%R z*Ugf%&iTbTyZ;SvA1n%g)|1!>bdEJG9u+4=28*;Zf8v=7GzaEw zYi804VT`KsTd#s?<;haJ1~Xg~C@64)a(|V+7xQxVh5gdj+6-u1Gz@Qd;(U>H}2Dls}>`K`L=qu%OVEjlRP_2YNLaK z!V?6O4n>}|j%5me+Eu_I#VXGS32jo?#tpR))8X*&1J>*PZfu~NjT*a1<^QFbW4Yg4 z+Xam(Hj$~5_tzifbh#i!HZ%FeP-4nRFcVYzSY4sw{K1Kyc@rro2UyLtwme~(x<-=0 zZX=Qb*U#Ajy>|<&byOFn=p$&Qo1WF(71l8B1U6?Mx09!T9k=Wj5+9=ig7^v_K84u7 z>+&z9Q&csT;*9XA4&=nGnHOb-XBzT+Ha9lnl!Ckczy2bL zh#>c|tb25$!7orvUC-AE7kN2XLfO!&t27_ST&u)`IQ~=l`9dQx6`%aky5G(#_02&t z4^)*m{`#eVc3MP%;Hp~0y?FR=v2y=9A6M=`4I)XW%Ndwtgyc!wiPR%kR~42oFc%^2 zDdol!okl>h2a2Z~uKbcdn6fD;{`?nkuSffx-<+=c&mEGmH4qCA1o2{y0RB&Z(-qsV8th*;U6Iz3+qmdCsPOuf z#eK9Db-rC7%X4>20Y5ts66fO=&Afy?(B94tu-JCtrK2BU(?Ih*HY^NM`3^JEBBwEp zDM1GU$z*U4-!m=&n#sP(CHfpiv229pP0=NCgpZ&VX*hdr87`8m&{Y)?1`?`*q4pSmlr(OeUSla@_d4x3otXs}9k>y6wYh ziMm;4ZxrZ6DnEVfjhB<4dX@Il5C~KQWyH4Z#gngo)O^mLJ)1ggR-I*fxe)@1SUq-aQ&+XiaE;b0q_$4P`d_INWctKTU*AsU zs*S7$mW6SQO68_E%4OC>xn?uXht2mC{c(P1T+ws7H;vcNiBqzIY*|h5dQhJ_QjF2| z*%j2n8@Al|1IBLAufV@jBB)m1lMoC@$KVZ9Rgg7*+r`QD ze)?jDBI0a*UniQKlcWo+Du4CPoSeeyvX)eJ^^_tU6OFNuE2ChryD)^GJnFX zp}!trH}BwLCC4 z2zlraqn7d5-)AUf#Vu7(;MUTAZB#qAFb#!iMIfS{qxGWxp*&%oAus8&V|HzhewFU? z!dqBqRW?>8fTQ=GnVU`r3{xXss`z!kldf5a@RJ$$9t((n@PyOs;E{|pAooN59(H4Y zqR?uhvXrCdRN_bJM0PdLATA%(?JA98_(y({n!=2MUA?vAV@B*gCva$C;vYU8wwRl6%Tb5|vLI+QfUURrD1td6WNv_4m-o6HgN z;-O+l)acC*uY3%0{+>8{*#GGI|8-WH+&&zcrmOc z{!F4;%>(`>x@n&&HOAPnt)TEAVBj-7v&TH`hU1yUigTJSHnvt;R2VJ{anWm2>rYZF zQ~l$gO(Kt)$p(B#G6ODY}tw4)NXmxQG8-@P-lODsqi;V_aaINNpTB`;-(Mzp;%;R;sAoJEjk=4zg{H6lpy`N#_ zK9{BjvJI(`aiL?DNl*x#mPxA62v&Xxh#<6agL!31YvSTNP|5s-@o8l<#h_Q?bCj8- z{VEb`s-&xa&$|nMNyO|j^0~Lsx?i~v^FuO_`pX5Rn6!l>(5E6zTuvFmeNHc7k76x1 zIgDiFqs|$Ve+p|&Jx{dbr$%=hLcIc z-r7xlXzyr?=rOZ@wa;2!2~@_%ELI5Sj7!CIkf8#y?@wq>>FASt@HGa zSLa@_hco$JHx>P*Xw-thpB;q{&XohB_2aUJ>T&-DPw%o$A6toiVrz{W`{|2k=YvIK zUQErph}_XL9f)M#qnoqLHrptZlaKa4_b@ z6yM*M$PQ#Kb_c{R{95)EgZDkD>v~MIT!f;yS28g`N;2D&E?iz-%4{yU3@FTFT-R^;g!W$<+rg^aiOi-pml)3HVpq5 z{%B7^V*8btv_q3JmOLy^=F$Z4O-BjCwa21Zcv!ySvOWzl9;@z9*h15w*WtE?_1?&T zs#JFic|s@4!MkV2+vJrDL(ob&tp-=I>!IcjJ|16~K%b&n6-#a0f|@r9_GiZiT@OUT zwq0_?aGL9F4OQ^nF|owd5QL}&eHwF<6o7C^@gl{i-J`A|Fj{ArQxMTf6kC?Q=3|M! z-Y2s3Qu@|XViyPP`5)<3-MY6aL@=sKH;5x9mrRN zL2x>aXycnLC(!3J9{jF%KoF(Jm7!?s7PCW9|7}Z0qeEUfrKPzvSWk_jHHH3v#`-m? z$&vSy5!$7DXxd)DA?Swm(L>xTXAONWfuc}@0P$n2He6yjng++yZ0Y&k@Qpuv6txUNg-3UVXbS(Garj9b$?~*#NS*O zXSPhx?e3&s78zC7A|D~&?Eo#A zvM4>H!bZ_W{KO6|M8z`=PWYmRgdqXaK($12LozaC^u&_c$O-;jYe=J5JzE)`smWHxF8>DHVUp%e+m=@p)JGV)WHFqE8e^Wph8~_2eI8 zf;#NGCcWohVii#2)=1Kn&J1+m<99zvC;#AQx9pBqWRa*K)99{$pZ=L(;ef6NA6!xL zlLSaeYC|q8iAZ-_*d|M=?1&irYZW0DhG+Z!hd4;idO$21kzVRV{7Vs}X(W+p(uX0* zz`8w|Oy221?5-q{-}(L3i-l~&vKO!xq90yii|!p+bI(l^oRK%dCT2*&nygZHv*dJ* zbsD0yk}t4y?-^--fGv(*zV61a+s}0Sk)T!9m-@54usxvilEnQD+WNYHdG!jTe2zZ% zxx%LDyqCiEsFV2NSEY@7BdXgzIWXKt*gT%*o+aSFe}g4@J6CJq@zLRxB^|Ad8+BNJ zz~>reAb@nnU)m_hUfCS+9X9@03@u%D95a1I1vr}vOBHp-D|92+Ryeu z)}NcQuTLI%^6v5rm>JahddNyc!;B14ErDJkt6uoWYHS>F5fK~V)FW-e-C?49NnNQP zJ4Liy_cLC9d8_zTW=d){AtP&t3*FM^x4XudKJA?W&cf-t20;@@r%@ic-!jdS-RNXdQ2#2j{VO(%K-fXG{pYZEL zxFVG^qYXEC^8jxDiIjHQ&4=P}6w-q{duc)A$mTNyJSy`FXPo3;`a0nc#tZc-#Qg(@ zxD$J91Lj>njx+b%g0a*3IvlIeD01d7nI+%iTNfNVet1+GteMlO*kH0(@nnNO}dwblEMs1D~tS0&9BM+3}(6G$L)hpj+vb8jS zQk5y5iW&0*UaMD%O%IH93>w_T`p*cy{5Z%D*S=>`Gb0bmz4U!vjrL}@9e1NY3BkU3 zh$znfK4&CvxpXjl;5)U(df_QjOPlXRO3SLs-KNcVt?QDi+=a(Q>66rWEuXn@H!0(B zLrQKNw<>*VRKb>gpo)YrT_U_`}bEQ5OMXDr6zP#irD~taV zc0`iLXkwV$=ekbS5N&gDpY**G6BaLQGiqZ2>M(aG&gM3yqf*#``N=~dCH z?F4RfE2S8w*Wi99($mQDTsCay@a2Y^B%2B97`Y?m91=eac_TO z$P|1U#BI}jx-6dwNSwwI%VQ3ICr|%zvFkJp*Ilf6*2Ut7Cs<9YT1@`p>s(vOd*XUE zyu|I(r67#F3`W$$Y3>*)yL0(|q(O#KygSOFOb@+%#?CWt>G%(nENk0=$NlcQ2K-EY z1Sn16HG$a=VQbS1$~4$nT4o2Yjw)!tBlpTi+t$L3k%Gy9%RE@=`q+AZ7=onR+&bH% zth%3!tlH|HqU#=MBA~FoJ$gY@p7?Vn7SjsPs4Mt+wBDQ9N}doy@gw@?V^Mfd^jDQ) zgLGS4S?hcZFja-8p*eM|HAArGSWcI1HzZ`XdG9l-IZ3q!G|(k25ie-_gRN4f$&6Ek z@$_+X9D*9mk}cU+m9IX3l~-EoOV)%c(fN8{mrv>)2rl^j68%87(lM8!?2ez&|82@- ze@a4HENmpjevrxD`pjYgje19kgFl$AsY_Fik|r@<7qn~MD=bGxQfF0BZ8r*B<7qv(XTe3?RLw+#2R zk+z}m_L$29Q?sAGYUWjb{Osq4OEMfj&jXhQpeYk0#Og;W{Kgq^T$Q=bPJDvnidfcU zjx?iQVOF&22*#d&-1}n#TkTnu-f@u~#4n3Bajw+;DEiE8pIi(UC@q|TBeP8Y65tDUV+S9*zt`!^VfrH_#P>r{j z@7dUYOD~#z(tV)*jk>9nSuv~5`xus(p=V$)uA?P7)!=8&6q4P;icApmG4Xgc^Wb^( zI)n+wRITDMo(lslygupK5I&Y$(_)h$B3d&OH?FFBc$Ht|rQ$@%-H_*Wc3V$VTt?^P zd;~u%3Kh`&o1oh_J<@|$PXLLIJc(|GF?`B@XEcoUcTKvYvUCw2u!KTlg=FXt6d1Sq zcAoOgyuaX07k;~!2jF|**~4c>XwuHNybf)wVkv!>n=M<&t8R?xlzSDv@;rRSeV>ar zPpR^j&oSZ`yUgO`Q0vH-tqDS=a<`1*7K5tWV!aaUafWF6OQyC)Oq}AUfUlt~Dl^M} z^PS8R78@Bd<@uiYL0I+bejbJEaK63B?&rLC1?gDDpm&#_XF{w#P1 zJMlB~Y8X~NiIKkU40%E``p7zo`-n3{EL`OPbWPSB$YAqTe&)4NNxMj+&3;^ z(YsB8Wx7+pKlsK#9F?dPOfej}D+HscFyXu4RLVoc!F&!=6}UA*VZ zSrwE)h|du0*drY}{pxG28k4w_3bZ^t6;X=aS5h_R!l+|=_T(jJJ9ZM3`0l*C%b8-& zsv|GDdDc*nFxYz~K@Lo5GaCng&IcDJxu3}72BvN~^vhl2n>6oG01QApw!KMqv^c(z z$!^6>TodS4Ly-DesyFYZ+=|Q8 zrgeGK>9eT& zF)gVKTEsb=NQo1+%M^@9-LbDRkRZS3gR_*mD?v~+%f2czL)Q8`EKi{%ec*(rzJ>o%*Ca@t>i`9#uP z&5y-1>`#(~EsBGGiN5>@2ZkR^)~hPa7Mg!TS9yV?yAVa`;K-QiVcn_#(zv0zk00G6 zc}cPW`dP|KE$`1-zK$}C?l1k#Nu3cKZ)NF@MVwSz4+A8BH_9z zD`6Ogn@?M4g?f>_Le^|q_Mzzqa2ZjI3Yr_hiz+OqK53SJE3??i97F4aJsFoZW`*^+ z?7c0F|5BFv5VNJEG3f}$(yKR5ko*kxxM+4a5*C7vU)Z8X7q0v-Pl$s9e&zQ$-@f-t z*)UMpU>JZ6P7Rm;B*ACByp3tD3ZSkXL}5@=k!qyO+ur6XLCa|7sjs5!Cq|h9^e4H+ zmyN%V3uIz{*bfk*K=G^R(Bg{=Q%9>u&4W-k36H@x+52J*82l>Y#($>$;ivtu6)*Xc zfvLIuL8noZSwKlpTf!jDU7vwnlf-x9lsrq!-8{dVRM1Dt1MdZFW_$+y6FBODONT)2@BY$ z8)~o0JyLa@Kl zeC^(Hu6xX)<(b>cB@3YN&bX9eFE9^r&K-7tec17q%0<+B9H#NX=}i#py#!~?oj~J_ zTZ_#53u|=9@c(tc#cj>J5pmU>jFK-3%wzeS#wRK;_5SqW69jqrSkIDT3L+Cu6FM8~ zb^NObh=!}m6KW`}6&*$R-0y2Q%fIhN9zA}F9ovQ?>#X2SnfvMrn^N=x^UcMpEeJ_} z9k|mqYU?a#oV~7SxO?;>E%LQf-;B7SMVcBbkeh8qE5dSXd9D@KL^*D`7%{%gME_?l zpGseiVr4z;6)avP@i)Q_TQ;2;OS}%r_*zC?ovO`Tb)x|_xEx!aO7g4mX*KD7nO}ox zFuCOE9>TA%CJuuGUS8+st}cv}ZdnF@6*V*;{2EyJ#!C{Jc|T7Jx0v$v^`Yd9*drbO zFpEQ@*m3g!c|Vinau&Ausw(`r4WpC#M(b&su{iUiKB4)S2yJG{=gk>ziDV?Ij#`WZ zJx~Vs3ze&k!irdnV4+qk(;;H4mnWU3xIPCiKUfSqFTQ@cS;qFO(Q1=q%LD;`3d09G z0C(ptv)nyfJrcTe?+)>=q&o?}Q1%MpNDQOk(>{MMs5i)C{#D37Ym2SzktU#2_Y%D` zrfHM2$3$))gL@WrPeKVKJ;>H5UWN*(c;nR~ z_E)qWY{IO?3o}A8DwDx*$SEFw$9KFSm@XpZ2U#*q7!yg63{TC=_XRN93eoq^J+><^ z!$|gbet7ZmI4Bh?AU)@%uVl;a=DoErhuv3>$2m_KPpoQ_3m;#|5|SVaIg&jP%W>u?zKo`C%|mn(#fy-`ydR9fd>xH-Uo#11!59C+XAb7U)6 zx}K+S93=s-IWH<|>y$88bwI*GDaLJzCHht4Nl{}0qgMa4w!bwI{evv~{Db}|>ob_9 zfe1e_YK8s9$Is;|qMGtKBl8swoPyW{BOOH1pF{d5K#>tdp0PORLEXqCj1YJp`8L1yt zU7`!y7Hri@a6c_oP)BC9z72b8Cog`R`M8PZkR{4QIgYMvN%63-JI_xUH2OxrUu zif)^2gf+vYCnW;*zFkKRA6p#T0rC)<<{t5^TpEcvTqU*bR?5IB27iJn;&sxuyLQG- zpA>XM<>@p|ZBwL1DbZ(q0wLxA2Q*n0GwpP9m}tF!ja>zt^AE!HUzQ~RyO#9FAzVO& zHT&SA)c$q^)_pWvL)m?$Q>XR%t;MSB-l(jT&jxTC&u*RX6W9+JGR$8 zHZtoDUNt#x-`w`X?`8U=9ppD2nD;4mE(i%MjfYrZc)#ME<()Z=^gQEpCd5khjjBcR zoEJQQv-tBRutZRXY4V86Dl{a(e5avkfLXNBTvTmn7~+Vzfh^8j0kIH5$G=tf$xHLw4i zja`z{^YK3`f3wN6uOuPPeTS!JRAv-#0cNjhMYr8wigKMe z_4Nd*bS~1S4SLCp_x@JIE|!=>aV5Q9ay`mYO5mAXDpvl=V?|Zxf~gB4@BhcvIV_1G z0w6lHZQHhO+qP}nwr$(CZR@se+j#R9vzsr-GL@?2q_@l}2kQiXlXD0oC%l~H$*J}< zpg+kQj@}@$R&4Bhg|dF((4oNJ2_G$_6cO=o`g7zT2!;at!#tbxKzo)xu4I-2Wq zO20>zytiR6V3mV^F=W!3P2}%Ozx}U5KoQWUcC6}b4>c-tFpwojC&Dz@ba+jOvQ_2DBROKm3OgoRPl)*`|NRM=Uu}?IFSqV9 z!I+bywtdg3N=Yl!Bpc#MO7RCyuC~_k5P0rSM*dOpJETOzsISm*yyud@JQltWJo( zDt`1pbq#&|zrb?*FH zX(8NG!LsWlu2|%|D(|{5owO?VdVSNz*)y_h7iegIlDYl`Pdx_Bp%DBdF$oTT&_kPd zBeUV1Bv8#eeq%}dS!#`sMu8QqSOl1#?sc2$?gt)QvEAw<4ipw6N8?Yp4f58#A{S-Ub7#^b$l*!>| zke8Ex4Egc)RA2pB=<^fol`NZ1w5!Lm9=7g)gO9hv37rlY8t|Nvuj~YUBC)!L`R1z+ z3q$sCJ4l4Tyu(Hwe+ zf1*86MG#N(A*%t91NdMIC{@(b7!D_Ull=L&Lz zAH7?GFU(e7QQXIX`yJp@^KpZGh0r2mA`ZqVVS)~w>%-|}G4p9*Mjq`rTE0m8r*u?p z1|bO?chK}7?ExwnGn8f1aR6d;h!{w2KFU`-YGG(5{*+&1wDuP@?CPZ>;aKQW&Dy)1r?^i?zq#x_^1H9v18;R%Ew6D(vn7 z4L_`jL4dICVb{0!ccSoW)81Nr71ik}TqR2=m{wJ!zrA+n-kG<=h>hF8B_eY^T}$!py2F4I$U`vszpr?^F|xlZPRuuM=&zQUqnV@@fNB z4zUIB&`WaIVG0BlwEudPX{fte`&31NH=I5j>8W}EDQs-$wW>}@MO*Y*ndj_(QQpYI z)mgjdxqJ08sfVmM8o9XLI>4e{A5x1!aq92qNr$?Mdmvv1&LIaqIrao>XX|pP{8F!< z#gGiQi|iX+sNWvfA2Y-G;-rDccn#j@HI|*R8~AdB>hlCuB@!vE#~#llBIr2F;Pnh0 z-wRA&;a_)2cQbK(>cj>aMwwPZd1MyM}Njm`J@#b$PRY#ebs01lekYi zaH=$X@mFiFUi3VN*?%DG&c4ns=mxJ)YO;nV7=vBwUImC=(XWav;->0<@raz^NtY@e zKhL68c-t^@X6nyTf{YjnJVJJ5;QzgV>-n5(7mTrLOfVC?Y;zow1!A9DsX$99vtouH$g;Lbf$mV941#c zwU5NhF%3TOt5N~GP!{SeQiL1 z?f{U4X{ms4l5mzYp(~O_XbMPh-)A2u=egS^p-u(GdC2ZROE6a=To3zAuPttjEBvmf zWs0^}zc1lx2~83XzqmgZ8b&P1LZ|||d&)QO_Vwinf>tfdKVVjWlLXH*fhQCWaf%Ww zWD-BvbD&MS>(6Oj!FcK$HSCY5OpLm-0%Ln=EY5^RkGHJs#WNIFGMsZbt@qbpLna!1 ze{1Xx8b;=P>)%d2;f~V@cqlJYUDZ++gyn8>=+Z}2vW+!OA4@@z-@&nBC+)U!NO@2A z$nwdJiVE1>rN?A{&(bOZ|XIQnt?Oo^l1{3DMz|3Q-FlNKB?7eODCEScf<~=PArdq=;0jJgYCb^&}0;flP(47 z#l3><3~Pt#J)u{YfAEwt#ZU9zol$*u_yZmb$gf#R0XCg0Frnq5l1^;tzw?1f*Nf=c z@m+VZR9Fs;qC6^AQ(HznOedY6jy9b8jxon?W>r|8nb;?MkKBhRcNZR&Vf#w84oe2D zPMIp^p}aNAMO@q5#@_a{8jPX6Be{xt8d!N1BEW3Twpi#If5`KR*b_EXCBmb*(f`>| zflA6HKCt!Lg1D~F>h_TkaG>D2_BAnKvn%4dreeGvC9Rdu;KG5)e^H_FzsGn-*Z=mY z{&_Gl0-3Ma<&^q4Tqt>D-7r!^=ZNSpYw!QKY&|_!JX$aMD-ti~%x0B_+wCBybv?c% z(8ZPNLrVKLf2YW;dWV76BUiIRVEBg7h9T@YFVr@es-CIUz0D;_#8UtEPPn2)6$x(P zU!R%Dc=TgNt^d z2~}h;iY;>ek(Y8VB{UfU0Bz2}?9pdFtXI=aV9y#5e;)83&F@io#tTEW-+yp_%7(p) zjws6wegPnBtR9YuPq>a)l5%K-Jo-Y$yi;fT&JZ*pl9k7C2FxM}wDa1pJ z&GsN}ib0?}+Z*#*HqG(exV`CciX9)KGx9(Mu55;Gf(+C;j+}1!M46-v2R|&XSpArT zy9m0hbK@x?T4Gh8u#@!MoaNU_<=(i!SUon8RML`5@#e4m@A!jzeV<=2Mx-KjfQRHF ze_!$H)iCK;_u(lr*VtAu0(^mj!G(;{z{D937R-GXZDHf%CfkNNKnSmAkP%h6Awv zB%^&h?a$X`G=lLy6wO*Uo}b>N0F}7;p#I278KFBF;`>(x1VzeBr-tJrP+4nLMTu3@ zj6ZDY!4M)EK3>}A6DWeGeG;AJ%VltXKsjfs4c`uEpUaH;X>D>@g-X`$CG=FdeuH_U6c_5q7o`GddA9l}eSqG`V*!Y4Y{tv!v_4 zGK~G0!M9~wd~p5vYzR8T2QKbrSvkRsD57 zsHK4JhYi+iKgTk9)I;v@e~&-}i|+ZZkkG^)1tbo+Dy#{p=0T`LD}C+vG3f}@ABzG9 ziWP8YRWLH%d+^}e`$Pp$R+o3gu1XLxuX6s!(9FAhLL{yB1kiq=Xc86SWGQpbz8Di>RgO+`fCyC3fKUnD@sYEhuxv;@=uB|i#-JnMIe;ZHgP_mk&6{_uF zlE)7Ges+I>OyWIhBl`NZYU-5IvBtK&Djap_&B0cLk9@C>b!|2xl zW%^A+2RB>RaGZF0xpS#bb2`+`_01mrL1zqx_Yu!7VK^u+bn2hGu`me-<>-(#;;mdT z^OU}Nxc0}fX{9aEf1>m5AbC1qgweb(DVK1sR`R_qH``C0O>l@v`-_-}3K_qxgY7Rc z!;*-sm`0SKf~>$wOWtT4BDH6^*wgYzNO@W{_FySV7sRpKNbjY@-Is;}?|MUf*y_eL zk*|mVYxvn|W-8tmdPWZxXfCEglApMfu_1xwS)QwdvPA7le*lv=w~3;-UV_|)nVn&w zOga-QrqyhE$X0h}We9oe1aBlSLVa+UPz!u(23E35zzP;pqUQs3d(C6D6K&Pt#wrUZ zQQ&{FIot=*#rN_p?KuOWhL_cOSF<^saD*tG4aKPmlnRn{L#>eec~=pXK9g?$aBM4p zpwfC#id`t+e=lsJ7pn647`B$}bnD-K>e?4txk~;*kbds=v(EUXm|~KuD=wt3?iemM zG~3SA^au`9Mm+ANYbskCIs}PGl*=WLe7?BB1HYHv%q%}3>#>m1;}4u@NCLLDUl@&4 zW&PE)zd^$27{+X<@TpZm;rMm@>~#ckSL2tSoU4vYe_ZLacS%5~Q(MEyzCVMim#c|g zc{#txLic$trZJ4UjVrR{GW1-~wEsEH$ndRS_CFGXnrB99po#|FaT;_M)2HKaN8AL7 zfYT!4*K_ zOHw<}YygD)R5XC3HLsX^*;3s&3-BaF$g9>Tf17Z$DYl%AQ3>{15nwf)zFfGm~7g;T!FwS^b9mCW)DgNBcehw)-6kVb(ISPFTcUEgN{Ow*;2UIm8{&w${iY-`vyK2(nrq^`sA<7Yd5|frO2^Hx zU%tH9_Bil0&}6_!(J)AW@IP`lb_~mBfA+20I(X6@G{Ee$pGe#FNjWKstfye5Il~FK zbsj4r$=61Npk%ys^V{6i-pe2BIrNc<5$Fwf1?sTtnr>Q(!bYSPh(b_`k&8QYE$WD=FS(pzBgSlinM9wc)Y3+91II(PoIm@+Oc>nBXHf5nZ# zvBeV2*Sj@7QKQh+<_Als_N#~v0drZ|NN(8>1N_zzRPSc`9ON=T^5^;FTQ5?@gz%Ql zr%*;Njs{MG3~)r~)Skgzrz#b*YQdAll~Bsf?O{52x6}Ro`Hw`?PKl{1O?UJ%dHNP z2_bH7fP+gPRjcSjLeMRBN=?W)`i>jY+D!;ms(nOAiNc|9bkUGCz}+TR9WEi`J3$Fs+h+))UVQNo7>=VMYJh7(ECYr zGOEIEa?CyoLzX@6^wwjWIGi2)h=G#RP2lv}woY&HceKI~G_u=(e`y~-h{(*^FPs>f zOX!`YQ7Z@b8x3F=lCYYa9$cp89iK)OV?-9aBIo|5xQH?nY@gqp-CW&h{JmI^W=G;K zLCymyq#OZ8v-6*`y&LvcMjzz8F7r?@W2Jo+Cy851kyKTJg)Ur1#uHs%gpQ_pHNqpopGP%bc zp!`&|q}{O{p)DG~`WulkCuwK zobO5Ja*+tf;%f%l(&IEC`F~No&ukIOp-ywMQ}%d{70vb4Mij}T`duob{6Bd%Hl7vn z^)5y*5jV(r0VLUc(N2jnpEYep1NMSPj4TS_=%0xUp%|Lm5H zodo(HlReJ^e+`m(;hl;7%OHKstD;YiU~EB}z(;(hHjDfoa|^pE(z?EBEyFRxc6l*G z?4U)RaU(8jNw%HX`n3@fX_02pq#O>*wDfxbXF5(lbRcf&f+#y6Cr8EO#*g};ekQE$ zA7~-q=2L%R&;-%B5oa4_+jvCLzox<>oWdVcDi=xEf4-B=U+Ujg5~9AUI5%;9?zJ`$ zczLz*dktcN6J3;QdIz}n(mX9gH2DL=o}6@nVb<{nj$=$ z-}k)~n=@Ij2<5TVG1C{d%1Gy-xPWe>0)F!of9+E#ea`dI{_Vrc;p?g;uT310p?FyJ z%*c)5*0owh6UMj`k+IqKF*5FCNA109R^g1P*RU!lw{Qk)06Mlg%t(NIPtMXCn+I9k z4&hx+Vw?I2vjwP)*YnY2uI=+eY?G<&U+4JL&Ob3yzJhi9t6wE7E9Q8{_4$_L1>&pOp~i;%|0EicvV6N^%z?F)gvATN^q7K{S8bue<15jXc38^)f3;}i5H&H07C9-%|%^?c1rpQ zZaY}Ah}>3mFd|>(KK(#fI!^a&Qs=_? zPj)D;ud>3&crQwAj`bYrrpfkWMSgAy1nY3sxxJ3qS1@?UE5*c|rJP6g5>2&8^dM=g zp}2oG_@mW>ja2FRa<7k5PB^dgL-$rSVe1?Gf_@MDBrzmNoyH==;e}T~K zgIR{Q+>9`11KafAq{S|&HNQ8dadc*dKnl|x3KM!usdsVB8iB-0UmX>v5bW90NAs^lhk{iMgm4{X4MQx;zgS9Q9Jy*>heOzTU`oUe-5K%9x`Ss`MQ8j*Xw6@4{ zcH)t}DCraykaOWOAc_=^BgTEA8Kep@%t&?cJn(|0_y-#`9{2X!EaxTH`+;wNyqR9TWEt>p7RIi3pJ!bScJ}E2W3#Fe}ohJ$CQbh5q#&4 zwV8L#KK>aNuSy5t6y~qk+h(Aa_1hO-jK-X^D$1}cMKOB2+t++-^##Hw z#;?a}Um)S4q4s(8E(H7T^~US568Vef)JSj?fu?Rallt}{zfEh6y&^UBd*Gv5{%x}f ztE?GR97SUu`<_gVf0>oW$ml2d!*6^I8NscK^sby@wVhK^Pu5z0v~B>V+ZfHP5JrR- z_$Y2CDB(WoZ)OwGyNpED;8Olrj>9xw2lLAnTWma?dh=*NWWRgiZ@%F;nyTrS4VrXx zPPJP0-M2^{#_D9Ib6TD;l-9VVdtkkC@lH2+fEgop?-zCTf66@6k16bNgn?#Uv;z|c zL}5)c>kV*Nnb0%-ObNXK?LI6p0yeLJP^IFz0Br zn@+~UCcKV<&z{>@f@{5~t~Ef1R&4(KTVlT}9K7Y<+sm**4kSdu0vMxXZjdUXZtWd| z?+5VQnlJx#f5O7*@C+vIiQ{FZU3jfZvKGN!M1i8UV>VnHecdh}sWBTzB5qnCJvZ#~ z2w-RU0wjwClnxE@V<>W;1^g5Li6ln zi4gbXK?s)y4eiee44X4<*1Z{Ptu?ap{fIn9e5U1`Eb{%CJ+8)K=8~*nU9;Bd&z-it!mxc-stk=& zVT0| z+?kLxF|ewXlb$d0o$R>$FXW@GS(?8(%mxLs(_EiSZ9Zt2x)-Zi@FL!^Z8_&Zc2uwN zfAOr7_Di6n#vu5ph0OZ!}#+-nnF}d1`aeLm|;*U3&-Y_!F2E7JC-_%_{vh; zH*5L(jeo0n2Wd$+1|BRDE%Dat z6TQakLYsLteDUc%M5u7NBP)rGSnA=(e+=DEZ@Amt8cS72id8yTdeqnQZ~45Ry=gpW zwt9tlM?pjX+*I!~?y2L>B>r2{RbXa;*|xlb`aUOFBiHJ#c% zOPpTGmnqH+eiR69X>eTe)4cwre~(+@LSSjg7ilaraBiS?lb+WAn5w6OwcyXmtIMK4 z_D7RE8su{PAyZ2(F*sNA@jXVEEz(o z*d0*}279oNmH#|OtKC5qz9RyKZSQg5)nQnIUu2ExHmm}@6BXd$4#2z&f2hWT|F%?K zj9MI0XFlf<8y0vvWhY(Fqy}S4-&Se9CI~K&$&?GZi9k}p$3%bEVeHdxClV#^bgiua zd#l4p;+2#87%hkpD|e8cp+V}}C}1$1s#F@*~)F*Yo!swxQff?d2^ zgnnhBm2PT0m$W(%!HK;UiF5@)eFs1^JE3aSDXxX{7;S*PH7wB&dyQ$8s4*){;jduH zH-jOkRnep`k<{D4f2v_Ue)G@!!2iyVm8bR*`}_WQ98RTpf{boM&{T~2VwV9UaG;p& ziYvEMG$JT zVeHQnc!6_yShZpBr>DyQ$&kuGaMJz}eUJqnJw3~jG5Drrf8Vho`x`DFFbOXImApWV zNqNiKqJYyG4tz@@&rrYtPGZUgjc$CoZRvB$xRdY8boc`K8)Vob56^nUL= zD&4S3!gJs0UgE^-H6yLNX(ADtxe5WFI8QQR*Bj2e`>sJ*_Y&jg$Y|HPq~-#%P?dF*EhckFsQ&oxn*Ji0H45A4CKvK z%o8XR&jMm*ley7C=^hY;w5D@EEi)k5{~YA_P-kXYfAGKE*Az%~q_6t9FXUqgRIzFE zPTE_-kWz>)6(v+uuSJ`wc81R|e-!GZcf{l+kU{i3J3)d^#3g$RRg5eFFw_7&KhOYW z+{-(~Yv@z@nv&RnTA5_ea#})Yl*Jov)xim|y!YUBJRP@>!b`XO%$3@5?JL^av*f348c1uSx=>&zQCWdy*A|}Rz^jpp&y2sKG{ zf%>0(^I0#x6W#0PwS3nno;RiKO4)U8ouO+~!>;xEgWUc7$RSjc+sHI~YERI04VAvP zb}`)Jg1!5I6-$L%4+e;K#GX|onUV4ijGBNDf7luSR0H-hByGjKoiu|)*eMarJ2DRG zCk2$sPt%0m^E={IUNEqvFUJds2S!+Ul5|zpD}j_mmAUK_062g(s1L#0Nj9_2yvTR! z*y|Bp#u;{j08p7+^=j=bF!t(HBV*0}`^Y8US^^xdbVf`OXQN|u8$D!m%r+g)u!AeB zfA{(FX(i4KWAhGzA(_JEk7(yTdHkgWB6G`VM-O#-w=0?7y8SK6dsmtJD!o_XyWCWa zl|UU^0YjsPOyT0mVbs9q)M=PP%`h7Vq3k5A{rsFzbw}SNR#M=zYD8r|@)vtSYu`C` z=|5-1;f3nd?0MMm@s^ylgJ&8;j3Opke@+F$7P?>dsLIITUob>>Wjd&yZsFs`R2Vrg zQb0-&-|c|x*WZI<_ucxE9>qVZ?ck$o)2RZOe!skD*ff@-gW154AuV3Ut!^~*p*e^k zwfH_e0xsF})^*AiWlUvIcjC-+a>yVoD~Os#!ZPehhEO7UgBk{v|IYl6YCqyde>RGB z5O$h*&XT{TbL4NG`joLv)onB-wxqY|mEGvU_6A7S9vf~w7 zrM8siJP*3fK4NG;R8lny1>16Xf4K+*tC2{u!_V8W93y8*Tl64NB%Pc?w;$i*TGNG1 z_t7qq7#fpXI`B_9_ofZDmfh*|Agak-#F?5K$OKTVpKO~=Wwi?g z9VezlY{^3o^xu%s&#tD+d}0(C1&*w^Zc0(hGA%1e&c8G}Pd=iTw72nkVehDw z$9I-?VdJBf%%^P^#OnAJW{;YV8{dOowUk$B_Ldmi`cC@6M=ZJVNI5E4Co!1X|G}5U z&UBJj7Xk8C*h>wQ1JrDB@073k$+e{!O`{@bbP+g`71B_UnhI>In1FNFMq&0ZCGwh* za~GvRM@D*MGgIyIVAFJz>QvnXA9neYW(G@}{@g;UN?WuJe++_ZKW~ijj*(LN`svvw zA!t4-igng`sSHB>wtA0s0NNps0>vG}pfhuC$OMg)Zi<>UknNz(+NYu&?GhU>mz$g) zVArE(x1=9)ClKs*rW&x}!1s=|KeH}65p#Pd`!{j7e{q`SYrM8NTrg4tH`*i? z5G6O&6nX3|Cgy%cMPora*9+TXSlgNp+Fgj%oJRKL3wvH z7}rpV`HM#srH3U(?U`p!oS+6u}t;X3D73cuO`0t(yd1j>XZRuCQG z^1T{ENi*lYz4heFYoy)?dAzfUuVr%S6uVy=4a~4m#ba0#B8Eq*ww?P!LG9VYU&s)3 zyy3KLAxO=yEZV$-XSnutA1Py+Wq1!d_I*%rf8hXZuPGVnqmhQd5j_(4ize;IjUkuM z^=o4pZi6on_BQ?~sK`W)l#b)Zggonk%!G&L15ETn!<{sgAHSf04F5L1e$3k{IamjJ zQB)#K?cJ6m=B7DB;ss4gv3Y3Ht~gprUUUY4&Ja*M@h77#nI8uWMbwtume ze|mj}#9BP)u^tKwkQL2g@mwKQ7Qc2aBm%5!mtvOtJmZ3@!0G0B9oi&YHXL%U;HU}| z_g98g*;X$R%!YFCqK!#7KNEx=R+8qgXIxW^OTKcrc8EZeQi5OI#&!y=kKuymS98-b z8BR-H5f}XjE7n%?fTMq{yPn|mTILW%e|KtP!Vys;G*?1z+X!X6J-@us(3@Oy#Ed-p z!wK$|#3Q!TQ_aM@=OUF&Ty^PEA8pIsa3qa$l|s6IVLh-4`r6ekTGtXvI{o-4>B))^ znS1Bkc4W)0ChB>f_z#rI&Ts5g%cQdoj?*|wJ?I`kok^8 zW@O0{z)kH8DjlOPBV8P{fJY4tVJw)sB6l$EcvNc?r923+5beX?ZCG-$If{?6U@G2A zOZJEb98k+eVX+ycdA4ZK>K*}XUSxe+oj0OesTtR`#H-Z=@=kF6Tx5{xf45j&)kwQq z;hUxyDN{zYg(k?IqGaZ%fqvi}-21u+QQ_GAaj&YFR3cAcD;d6dp^S!<`2@gOq&`oq z9>!Km{dIs83$k z_!{-|;w=Xj3^gyNmp+c4o^ZBuS0}BH^BA*-I!}3wYO9_bLksl$LvM5Y%X_{}00UM* zEyTeQVD`@o?_-@V3QdRJ*h&O4ugyR#(0~AEoy~VjM<;mae{qNDPQgLVl1TnEWnBA{ z+L0>o&loYH&z5}YD(0hu5Z}ER_TNOg@a@PZ%cyHtv;YEZwls#OyeBH}Qbc4=-*hCqgzH zDe(G3E>+Dsf3}NIHBPLy`Iz+}o;Wr4jvx_ET!mpj&(sNT&g9HDiqPDT%v;FHpN5ov zjQ%t`>{J0e%Pm$w>frg1*lI=LKA8VXcdl|=8|-l7Fa?nEV3`VGLxdkK=Ih<_`G}!~ zu;FD!)TlCi8qUfMp|{jbh>eJvZgO$7e8>$D=vU*ye?lPWp6kT(0xt6m$HIUtIx@MX zY~M0TEIRlegD7WcBH}{}8|N#y!}3_3<%JLKi9))CTS*$l5c;4$_|XG#eBeMgi@bh? zc*&%>m5y30uPOIPLuoSlkS;zG&|AVY3frxrx8HIOYq zk%OaAe+1q8zKDBxc*irS1iB<}E)lpKFqV>#ob>bfuo6Smg-s=MDZ3d*v$8F1=J7}I z1nX#GheD?|l_O6GWDbGaI-RG4o`Eh43|AzLL}I(qR5!^JrO&UCzywvjA@utsn?|L9?>0@+J^9GF7c-0xo?Nm~OMm*^ zf8?uze}G81R1^GDgNhbjr5*gAY|_~${PhQYUZba@p-p*Q?xZ^Zc2lXPE3UA|^0HFS zMhAcrsRXAD2isqy;FY4r({6l;ygnYo42bZRC}*(GLwKUo$tzc9%6E4*>bff70@>q8 zSqh;BDs@BgDI?&{$%XLvfe|je?qD6 zFMm_H5;QsLY%>s8>VeNS>*V6OuePl(3ja{8(Q`f#E|8b;!lMIglQCzl#}2Q4tkIJ! zPF@f_0Q1nKA!jr96Fe|+%UgZ)Yo8(rQ4kB#08(351+|D!Lk>twrOS#JwWjMK0LfE` zMM|!@kWi{8`WtYvKlQt7)O&)Te-%?@H1BujUPRG=f*Re=R{z4r^&;io8rpIkz~xH! z@uxtLk!}gS?meQiydGEDAjRN%!5p+Z0 zE_cm^x$47%J+FtAj>|@@rhko)i2`=zy&alyv9q3XQSh*f_I9`v`QLv5Yo^i!6hX@G<>;Who9%*#Gdf%vYbP+&PzO|5fNH zZ}Vl5PI}eq4o&DfWRpNBe`%`3a+$oFBMO9g_Fk1;38C>m1$bRj?Y2=m<@4VirPx%k zHwgT0PoRAR1(rNO_u@@q&&$ypPp9ac%62{Fu}0!udWRVka&4UxGwgLt4yKrPdTX|O z*_Z&h^X^0aGU|o6YaLbq0NL?hbOegtrj%&;Gj~ z^^m$m<>rI|hClt$t7`1B#?7|(fpMMoUEmhhnO2A)1Y$jOG4NCu$nrPe4* zpmk)Vhs^V-$jxPme}D7v3KPU(GD}+?YOB727`FmQkHudtfrYY=4xtj@ClNxJi}8I} zi~H~Ek24Q(C0tIK#+p2(-purpmTYHYwW?sBlhn|lwbU{{!<7zj8FxHUvw5T57LwDO4gut`D>I}n-ui=HT8~^EI>kRi zNJl$G==Jm_8r@z=D=oGpXG__qub+>iEy;jTk73W?D2*N0dWD=?Be}0TkBi#<1Bci= z`{SDdj^BTOf6j+B@JGvzCc#>Jk4|`E!MIlbexqfM3j7jQ^r4!g}tR?BrC#BZ-)tiLdptk!6sHE}51x5d6>~C@m zfL?-sYgm+79S4A3L?K-VAhua=7R#tY0QV7*I{U8EU?lX*2X+yzknu!# zTr0Ac`#;8<%fB+)_nFL_wM{cw-Qqc2+sp$gVXStt2xN_tbqx3R1;8!cn(RX|oaj@j z2{1MPe}*P_cR?r~duH<49mW?-NfKhbNri!mTUdVX7^zDFM&S**b#k?3RV_^X?qldk zrb(VrIMpk66}7e5?cO7{3`{moD)mOUinMyopAG8))5nQTDT&1Krd}m=9GVQ0XU9-J zF(%n4yau^2$M`g;)7z%;Pr#3X#@@h14TV^vf9=X$kv3iNHO7GM`mG|!7n67fN`n9M zeX4)DCIp;zbZzn33-M&I`0T1uy*jbx>{dT%TAd@@6JQ29$J_y&ywtf@vDn ze}*E-mPzHdr9c)sc2bmMuF&kVDB22nf3g4zhA~raa+cq(iCnCV(qr|3yn#=jQXc=hNw#T_4KL&lamV-Z}Jfy>h2dyv=!LslyyIf4_P9 z^#b~Zb*jQ~Xf>_UkbH-KFSs#xQ(l^3M90`kDe*HWqJh*kI2e zU`?GrTem8i@@|-iYnJIw^a8TD&cWTb;@rq)%Gy8{!Kk@b{GR8^cpwA=_M;A)i032U z@S1P&&7sd&M`4{y(r77y8DBX#{rl}joL}+h*Ix4~xaxZ#nV&h9A(3n~e@o`q{s@=E z7ZM@m>r6lpx_H|$5*0$94(fsrdC7@SQPSywY&C-U9`NcJNlgbx8`Zm*Djf{I&->Ft zuJOH@RT8oi##9Rw`El6iT->+S4oIft1z=8LIp!9?d}U^7Zv%MznzH9M z@)znJW(rA=l{X+CSt3i5I3z#?inIPU7Rq{r!>WS{Q3bf@B3yCJ0mHh?j=HDLD6o=M z1oiI1NV%9&Cr$Cwthijn8zyKMw%Qa_Zsmu`txK|c{7fHNPh5lLe-)L>eO|F%v`cL-8lEWbJ!e2D~3_U>=2^Flgwe}3Bfn)6u88@8{ zy;U2~2f#o-g@uBrR7qS+_@-2JgEFLTXWn+km|AP9fNFY~tMFSQ5rT;KUz+SbH5gZd z06lp3y~%W#Cc|AEOh3yqej;Mn^WN%7W}bmE_ur`V>t~w~f6qX-?E?rt`Wb6xY@(Xno% z)>~i@P8-v1^n{mEX2}xY zLu*@eSSaaj*G;l}H@eLQ8aAKi?}fkgNJW!=jFvlDYgHo~BZS=D2fdV_uGRDkZ%-HlZ^nJWo-pmR0kmK4cjJACz zC$Zqq?p(InN%Z}j6Bxid`J3Lm$iD$OQ^v^smM>2?x$p2VrP6jvY*vbl_vA<~C_8ei z4f{+f{S9_^n5-LT``^#g1}-4znBPX*#t`=ee=~JjIT30!8yVg?shyQrUMN)1@2>Lh z;QMGt6h-oPKy9jD^kKb@BKc@YYeiCI508?O>aW>R{Vzm3$0(!~a>lugQDfv_3bm`! zrKUuxGBD%&ha!J^zuwUh$7mU`%KDNl(?+lT3oB5h2Gm7Ud*lr!XMb*k3a9u5m?OO^ zf4B=HD=va1*WT`9hS)-fV4+O@LdGG=F3u>aiOzC|>*8EGv&QlT?~Q$Q%XCb(P*F80C@Q6_-9%M|FIj#bemY zCua=83T19&b98cLVQmU!Ze(v_Y6>zp0XUaY=mr$G25$$wZUHctQRoH}x7XbVwK)MY zmr>{j6t|%l2vcMMG?!861{4x9G&u?{Ol59obZ9alGB-CfH@1{MP_I5?LvZwDxs zTzm)&f5F||9fG?{k{Ys8O?O zEh=(lHAYc$kSS0K`fea7*&Cmu68EQ05&ET77ipTDsg9^3D_Fs zAYlRq@&UNPRsbb4@LTFz1Pco<5*0ui=m2zne{-4xOg#aLK(L9rrz4ORKx6V3PzJex z8BI-G-rPV3OKS%p?OTdC$kEf;+R_UArv^JCU0H#1I6FUn4$O51a)COp%Nvf&=q*awPl+|dN-U_R^Iy!=!|A&jX zf10|6Gy_0F^rN~Y0I10Tkk(LB|MRU5ba>-$$pHAM{^tMF=PmG0x}v1IsJf1_BrEfu zH2_!vZa`-j>pyM(i`$1cW`Mt`y`@?>gY5rm0HCn~gB|&pncdypnJishz)T=#OD0FV zzxb(JS-Sw-LC&^-w_j(V9q=zYTMuoS*b6`{iy{Y5C1oi;`75%54 zsDuI^fQN+(z{<-3V0jx-Ne6RrkiGpIYZs(H@<~{~=>!Hjdour@xwdrxxjT6OU%Q31 zgSo{Y<;`6knKc}&om_#k68{tZe`Z4Z+hz#_16Tk+CjijH%!>I>yT7L8kD2w4`Ar62 zZ%2?Lz{14N1?X#S0et&G@^&$C0|LO#u0UV!e>(mXA+d4;%&pD9Z-f4JSdjjzF6&?c z0`UIJ{Kn*eUH>xzG=Cjb+P70`4sx*b1egOYkeEM$z;6RV^Z)0Z{Z}t3e^)!Zk0$m& zn*WyczvE2ot?fMjBl5o@w19uO(tHFt+nd<^m(SWo%Gv{Hu51l9v-+2?|FX-1P2Of- z)WOmY__is3nKb?!C%d<~eY<59|;pPBh9e@xQB3}kNYU5yj`WNB?FpK?-xZisJ8*#G&n5F+lZ$8Dp z5ifvQ>EDQl1;DKQH(~=YtNx8R0LZ=e7D&)`2AQ2l*v{v%sV4CLX>$nkbwe;C<#*#N8@Z-e)yJ*V$~ z|WMeldHd7o2!WInD{CB5ur(n zj^}AIX#`~{e=Y`8c2UqC$mJF4lyS^twI#HX0yM@C#d$lr?_=1eUNJ9IDfBDbRtsR= zOXgUcv7PPSc`RZOb`mXq?}P-u-ebo_oAik;(ajnchT@LP!8!JJW9?NLTD=p_d6>pQ zf5Fm;=%W{{e18?qO9my$;4u%y`jp8O%cbIMfX-N#5JA)Br z`#CodXmaA2ao#Z~e?U8>m);bwx_By-jF6JEqDnGi*tGp(-e~pvB!}+GN8rOPr=)MTYmFJq1IfKsZ zL=3hy7JjwzS&a&k26!(+ePIbD?Dio0_^!d_ve0T6V^uTTC9AJWn?-H>!@dl&r&5*~ z38DLROwy~M;BC*ULun#iQr=#rcneDe7d9%CeFdU}XGS*Hmv#S#HWzIQ&MDb4`G&UK ze|-9{s@A&6d9kozKRS7KNjDVI{da3JZHy+iI2LZG+AR1?Y6g;`%c5mXg*Q)U1q;7N z566X;!|x?@WIrA0$6RAXGP5S5>47R57VZ@v3-^AZ5SbXDxGUkY4-=t`qLt?O$|ocu zxrqSE;=Ky9aWV3ZE}OBn;L?(jl4cr2fA_MLZ)Zk}dOOR=TPz5Q_|QpjwxT&rl4Ecq z@DGjdS8Cq>>ggt((@a2fx$Z@#y>wCH+*BgdK!HEU+}{?YyE$KIVqh`?07XE$zmV8u zpbvSu3;*7FZ(+?m-3Y8e$AqRL_&nUh5=#vtK=)gfo~0*3`?}&Lw`DoN4%$8$eG;^BZXHA+gH-9=N5sfa9QO@ zq5S912b5t=A5Ks*6IqpmH}sAnk0%mL=V5UnERU!NqeNyYvhiPms({&5=VmGVsr1R_ z9mo7OnEcm)+5XyU1ZxQX9X^y{#lXdO)Ue&2nk0I0L>|AKZtFq1t`G?O;8rM<9)Gdr zl(Z>A252Bp>ZYd%l)-#7=E#}o)GSv!rcFbaiR=6tacuy$;*TZrrCW}p5cyqY4zfk; z*p6!%rkpgF&?IT9;5D`DX(RGPf*`#^xZuQtV+_KSsG_+6JsdNrYG-<^b0eq40TiZb zH<0A zcp(T!hF_Qw0+Wkt?u>))%Vj$kQ!DCku30&B%omQ8j1S>SAWSao!#(Zf^M@S2@8O&z zv0#~G4f#6J-%j=UY&M_7uomX{GlqYv`TTg3kmLVM>Wj==5)??h?0W=fL4U|d4JJM= zy-cw^zg*o=`_LI0+_V!E6X~_t2ZOqM|M{|UJOnQvAsm+Pz@zh8KTAqJr+^mrQ+>J< zaWkIN0sH5~F|MKS4ly59AkdAEtiSC$vN=E~irZ07NS)rH7v$@+T5yE!=kIo zROsCHiW~en@L>$H+gt`^uwXxe$eM2KU?`F7I`ucj^-VJuose-|;eRj5xxAS1a4Wqe zay&{LJPfCzyNU&v=O-$QvYm+58R1@Y(~KMQxTlRz+z1W(f?-#b z+aEXZTJZhRnn}y1(V-G!9B60mFP|cwhyk~v)!yG;$X-#UwN-RO7paraKl-Hu-TCeW zaWT1|a0Qjo$VU6vB!5~&7zxvb1&=%3w)|2a#dNDupAOuEQ&=|EqOvnM_nO0QAeUE1 zutE-?Ej@l^wIZWpA+bs5I6p{`3t~4i7q+7+NE$D0hz8H<#IXqQK%6*8g4gt0e`mtt9met$YE!kfx8uuOe$aG{7|zs;lhIh!RjVN&utFev2W{6&xFdQMt}q3M3^y2AH-86d*}FQ< z)bkC}k8d$nC_D1S_p7E0g2F@bgUw z<9n-g(tj=qvG-I3PU=&nmH2p$&wSJm;cuSnvQt;`>2|(spkQMJc(Cc7P<-+a(J_|N zG@ugIUld6jEH`igVCpW+^DFE2+ndspCy-nE(G+!kq%*nI@IP}TEPeb;(tD#6cN+9= z(*47GJ@~0(y!R{L9K^nFc?K9oe~*~c_?X0U<9`pqv?ljW&JygYp5P4QnQ+1H^qYE) zik1FZ`{{?E=j$(RML5S@>W&n4My!T(SlI_Cc>eye=W*8(ZZ*KcS!1b}V}5?BJ2Zw4 zLoWtpO1CWj_e{3F%M+4-?FM|LJ$iu(1S75FaCI&{coDv;6#bG<$3+LfrEYlNkq%5P zz<;J==-Cg7d~KJOggvlQIY)((l#yne!%6DL$M!56Dsf7bg4z{a>YiEd%Y^1FX13vA zt}VD7f}$UnwwYY(L1gK2OH)-=%n0cGSi~FxhzEWp%=OVceQ_ltNQ%9Lt~@M%WrtCT z=G@hQQg<-5;w#eRG9l2aqxeX{Jq3eRY=536M9s24ofV?h9qq}BC>jvRKeHWa5<0c$ zr?Go>)i~CHa)z7bWO2AAv(gzxcnxdEm8+{GI?rbN3~{$TV5^X(J2vhWsY|(Z@j(M` zsVZO9rV==0_cU}8#4DN?pp6Sv2>0yScKAjAn_l2j_N*c{)hCwff_CE;?>yeQ(0^gK zx~C=|qYRAZ#X-rdJ9XDVqHU@)ARcya@iQ}k2%0V4Oy8IWl0rnzoiWQNwtFP7x&ey( ztZNkE%y(OFFdzG;5QaY-W?dj-Usm@LcT8+Vkn3rEYdfBdz4A3Y@#-h+AIIkSD}kP8 zw*j(6192$mOQ8hQf^q7k^`mPar+-NFfsVY#WX8F7Av5gjQkp*}daDSvOuJ-$KZIAv zYv|n3XBm7pd9UITaQ<_q6hHVS`q@A^M5^DEvZ&6{-8|4;I%=hTRV7M|Ao_u+b1U8m zA@x{Zj_3e|gX`FikTcNgQ*3EG;S6c>loH`s8VtGKAayV+8bNJai)vHhUVnLSt?{&3 z012&?@#{&TH<_N|*}aOcEA^V&j`F3$VT)l|RV~=_#%-cFgO|bid*OpB7uDn}M(E3C zU^a)}0%Hf0ymR4VN(ptS3Qlm+fJque&yWuz6^~-9cWwiT=k|axn4Bk_F$>?+_Du16 ztkzm$fLN9k1wmLDO80x#y?;1$+~1Lz-!s0yukoi9(r`AE&|BH}FKm6*_XtiR->F~L zvq*aaA)Ar_@R0Z}!iMQFvvx0X8PnXIa_q7BvAeH4BC85lV;?VqG+F92z^i1Z!%>`T zD|o*@1okTaiYOnt)Ut2(Tvj$|!W;Q9lHl{60jh}glm_LvrtBpRO@E6N3&NllBX&`q zr$(IV!*{PkYO;7iPu08tnr`{cGP>G5(TwF7gaFNp3pRmz71{0apV$?L^$GK2cPel$ z@DE?A>-NS-Tm^K6d?PV?n01!-$UiJuEq$DUrX*4T{N~gFI468S9}Z}fZ7<19i0$-< zH~d;r_K3q2Q9%S_TYo&cUUG)UTlB4Fb!|kccKWk=q*b(%hmN_yHlJT$N)DLU8@3WF z8*}kzrjD?9_o<&GH9}ZVl{_3v<@6J>p?H<-yTp^A@MgH>?XAmNGivpwuxqk+G}{;f zoI(x>RJ6~*3FoBPSL>Eti$HCclEmbwgf+S46huKdc{J;6oqq^=3sPN_Ti7`cjis_0 z2VrWhV_n_4<90)IS{+6WGsm}v)!D-bOG;#1*NqsAHf@1GI6I6lQ4Lf}l$v?XztBw?DH zq=<_d9AcBaiM*dDZkI~HVVWb)$HY~)@Q$!4Fs6x(b;1X}=vwT~)WBu>oe5-D^X0h7-LLnRk-U{HyC|l1* zF;A{EG=$bJa={ix#F-pl80mrEBjtH*9XC=YcvM*o%#c?v>0CXCPq^VJf{85csc=90 zcV>T(nSa#MzoR)3(mH%~c?TJ07f$vN;Ju5Q7YAxdQiTWUG`lUf5c(4 z)s>;E#lE&^5nASSiETk6Jp{Zg^t3YZxO)xxY6WyoKK;o~pArd9khYmEtfPgAu}I&rh#&b^Q}u(4D`f5Ab$<9ZK4P>G_?+ zcAs!);hDW*1c`;>ilGv`2c+1x1GDec5-jCQW3`yDpu#-+)VozIM9)%s9%GjS;ZqNo z$$uW5EYJIi#MKZE66#P}&+B!^D2$D`(D;aB60eqtdfz?k|Lk^~Ns`HG^|rsn0Z6N@ z`^X7z*AKmVy)Sy@Mmy{HA;JrYU0CL`!^h#e{0U~tzvLR0Vla+0!p-U+TWeWen@S_P z$o}Te&;%xjsl2^uaOUV_)AUeE6PPDioPUT-Y^lc-#_v2`?)mHG`fGA$@4$mv40IT! z>$wYGWgbK&Uq&PXudGW=P-PaTjA9Nb%3@kshZN$e(6*I_(a4Jb4*d)Ked2&5)KQNwqHuG#&1++DEU>TBFbW*8j?xJ!0YO5jNV{1U-KgrzrU2 zJr;s(eI_QONRkv{%?65c#Jbw-P)vT}C-p<;*;>7B~`0BWa&smB_KX3RWpe}7bo?p}`M5sVr)ob*?mUF*=1AKNl;CbxL>M+XJ!U(L+g zzSf`iTC>984aoak=|Vp95LV}>jqGV{o}AEP4B3NPLvL=vcY3?|z*3f}(iC5F=F$%g zVah(#w)8AmSg$NTWTHGVQjq@aX}cK6qgQ(W+zQwu-(1nI3E)^9Hh*x9wfGd$39(w) zNF-3arblv|hgfRX7W|n+D*#5r*F-@ZBG^djEahIf-Q*5^1owWGY+0g^-N_UG>p6Dq42ESWqwPFz-K z#_~zO>QF+HdXLreN;fe)I(b+(pL{jXN%zK8uLdl9Yt>Ykbtu(C2|63}7u!Y|2{?ia zYHb(&XetZlUYaJ==&Uv|;~?6M%S@FqPR)DR6MsU~iwdywUC4x1^t*Xa zSf61;&K;PEhc)`8%95!8dcV2u8q~&8V8qU$1dvX@v4gBM$Yl$c>On?8m`24n&m$&n zRx44yAV8=2ES0drTOiIP@`VYT36W=iNwD9B@krUALgE?g6GG#?{G%9$;ukIOx6&`) z(m_k_1MN^Wf`3saWAuXLyQp@8u>1-^NAQ3cw&e{`UVs{c61IF2@8iln70$DV;}4_B zByZ!i$ju)Ud&F4T6#`k&kSC`*)I?J5gzVtwk1Bb3)+PIgBr=eZii-5emoC9nBbjwI z74PMX)|^PjxJbJN8*gsdr`kj6c%ld_1_CB=z=w6YjoBJVW0K>#}%I zCNVfFPvVL#dY)}429WSCTBy57w=?0EoG1O_vk|(N$$5mt5NXQSj%@f)oAT}szb#QI zLjK|S0m}CJBG$hXK{;fxt8IvTws)#FwNaatIIXAR9&dNNP++`lzz)ZcCH#7NG!?p< zi*W{K^nW+Px;X-0*(6e&0NSC0eJ0%U3Wi@)LQJv)6}l#=A+Ow+Lp4qODAe?eZGqJULL6l zhngI#{tX+G7$Z7Fe0uTMO--+ZiayCZ(LIT;j(;;9Nr`D65&J}ivQ;Pw2pzFl^?6lF zN)<)COMkP^)})?c$BvoXL<@`rf9iqyJd9L8y{}UCbWe>VFvx{?;)JKKzHhH&R9hOi zMo}$BW4#?tgXQCBi_*XMG?xO)t2cD8D(!CtzXnLBX$)gwQmD$Le43YP0fP989hToUNZ@hJ>HSFa)8Et?PNw^1FN{3&>-0-~F=N`Jh zge5Vxo4fCHA*V4t!vA8ez;q&!ktk-#vVT>~9*unw#`-li#D!%gE;s`!&(yOVL&rR9 z&v0g6wS(|15VW{x&=#M(1v`dfchgJJciiqoK-_qRQ6qftTJ?d<6`rvo{)?JJ4ov7N z#ZNscny}a@HQ?5i%%o|GYgM)?KLI;3I{d*{+sP-St(M;8Yk{)cb$B;S6~D(`i+=+i zg{urt;*ldh#=2$J`RmH|36=7p3FsZg*&35e^#e{@wU2>l3r6QhwFxPf(qY3YIahhj z9CFi4RlkjybzHBQ`FC&MzPiNEUIn4_NwP{jZS1BzsuYI=DQNPP>_t>Ilxzn zqp_dZ1s5)h%m)MpjrT60X0UElzJL7Ymw@Ip4F8 ziIiWhkFek58U+En;lddP(wd>$_Vjx}jBjoaQ~a<-y6b|rQr4(eTwoX#$bT(sM77ej zdi|McQ95tVb7`l4R9_k)MxY})GMO$Uya<_-&9c5rFVN#xb9g4ZJ6R~TgWVJI7V7zd zIZ3;tme)Sbnm|qZLoT6f!87#CC!8*Lm!t)s)UQx-T1_>8F?r+iuOVg40EprG2#gp{#Q_K-Q1bMcje-tW*O+{;1P%)*tEc z3)yBPi%v#~D=Tg@9>&dZ3NayNs(x>EaE`Sa?Q_>hz@?az)FUa1k$yS%n9# zG>$?TX^N~g4Gow(j{0Ydpp@RWIm=d&zke($ zS6`MP>mVLz3V%qMJoS8mdGWX|$H1(6uA?DIvmpnR4p?V|tfW?)gj7?|Q3?&=XH-*Q z(ESPxsp?MCTw{m49yl`clA1o#RLYTq_g49;QgHUE<>gS!kUT-4jdk;b5B;1O2>gKo z*p>K%kwwpQ77cZ00@w|^z4|Ha=a(9(@RKMam8jjHWq$;|Rp*`>-KRfc@^l(`&vsB_ zh!v~4n&;NeYvNa#HNp%!uUb!lx6mgv5)xNEkr9puBF9MMQzRW098{!6D|)KM$99Z& zN>4xiU39VxVed|;*wn1%y0?&~#M6nV@@miCUgp58;+Gc?bPF@*hQD-RLjf}=1VAO- zVAY>^fqzIcmDNHu7VW2=TUk#I#H=!>m-MH&rUkr@mB01!aP!O}Thy%lav(Y)=|9N>!4p(!qj0xSw;dqx zt#|ab>#@dD^fs7ki~yzmgHFc~WLro*cJIAEVSjiaZW%J%DLHf4#`Lg_mOMco_Kr3b zFYFvXp1HR#gIRgY0z!Q&#JLRNNPpr%G;O*q_IIeG*Pc)se1pW%-;o~Bm7{OG*9DN6c(uay@8pB^v~@;@Lb_2Xn=I zg=1lp1v4>TBEN*(DFt5$Nz^Yx*E<<9o*OhD;6Psa3sr^Cs_1glouY+{-;H9o41Y$1 zxui=gyWw6oga={E3>P&f8CSGQbrxeVZWMDS`P46A-{KRVdC~1JM})DJ+sG_6(<>wl z>kkpTfq8j-&1k+6tEbY0_;dh+kgqF1Bl9K7C59h@@t`%F>SA1AoLFTg$0=D9MF5QFMsdCqqPZg&`_8DRXAI|f)VT{$zs`u?Se~wTyQ||-?2GgI;@r!?ItpHR`mevMf4iu1 z#hu2$1PBJ*cXQPtsC)_MBPaEh#${vME8Fa?-Vzfeg+m5(d`gE@8mdiDcYlj2w>CTU zQ?C0s&}NUx!8hA9Q*JIBsxs)PM_Lork6H=^i)qswEZnO@!=hekGKYj}A`(V>HomZ5 z20yTB?n0WXfTZ%lT-ox2QRTYrRw%SNxmXXG=X;9Ch)r|DqFbD($PiK@aumMLx+;<+ zg}w{R0Z*%O`Ue>-52V|DQh!N16V9$DC{j|9W@jp%zpSvC*-8=cf0=AaN@8^8*s6s~ zV-+5cbAC;-9tp4HP4HQ32?>Qm$aGBps1wL+w{#~={%wog=h7J*)jH`u$EUzy6Ag8w za)7`M@>b7a&Up?(%|tC|(@8c$CAIXriwcl~I%vxdbE0sI+M@(chkvnC>k{yU+cWk; z1?e}O(fNJnksN_ZYWV!Q6%*eAqRRB;_4?NJqj1i3-x?k#mCGokyNr?_m>!~el$mVK z?4kq&Y(ei5?aU;qa zd=xz^?Uf+nyQ-9Bq@$N=p0AMhd5LYkj%Qka+3#x7>5J;16l&+J8WrC0s=AE4&y&g8L~K zN*<-TSc=2Ols4#L$grh0pCtmJ^NSciT^9e)Bh-}a&gojn zJDKocY=yP#dHHF$!OKXku;ZKGdxxKzMbU3x_U%P4SfcSHL|xF9>{8uU!INjRy9*;P z>Z7H{+!O#bF@IW3duNqZ$pWny2B`?~56$Jpk9x=g6<(fs&D*whF37q3(CN%jX$3DK z^vQa-;p$pt{_eFClR@A5BIbaqn*3bL2Gu%hoHqJ8}rL(SK&3q8LUTiTUm zx1bGC47u{s?QiG&@c7i<;-Fx#AOas+C%uqMfM*<%X&PjEGb`8z^A z@QO)H&VRGLI zN55aR-nx7ezHaFBmtp0)%q|r)n{hX$zXm+9Feact?mB-ou8Y4dcmqlx^+`rv42=`{~juK!IQhu-GX6a&%3%3i8(j^ zrNHx76;l;`x0eUH)ylommn!%A>Z^?-r#i2%@9f};oP=FPVrj9$g^QGnqAR^#H*KhO zmL*?c=ggB!?3v{oTfYU{#M(*zvRS;_UG!Z-N5|PbzI~m_82N<(VW%5e6D$WCwiFK~ z-+vWK?;|B|XD91#^h&l_Rh*Z1ZRf4%Og=e_AR>C&@Q7$G$YB>U8?iFc{&TW!9x3sK z9b=c?-B9P~eSiKWW_3*Bt#LTFQ=z)*SSM7q=!e_)X*M3C-mO*@$z=A$3$uiIw!bc< z<|nsZp*!sQ%`?8!Dpr2QU z+S6K}!^|xGGEnY=(fSp@^e9;~GM>u{i9F9E8x1s7<%zt=( zNW_u`vXon`ep+D?g@EVW8F)eRSLGH_clkb~S_fAt!g8J&AO`c>WVs0HXD70$Lw zsY294+MSkRSgS5QnhJYvn9fV0*ROn0d7|3Fu7%U=nNorpeeoyx-6fcWT9L0V8s`hI zWVSD6Tr5}KAEC1!H9+Du>&3i}7k|73HX0lZNH%T_7nA7W9B6?vK68`g+8_C=>nRNb zJzy(Qy%LBYeoYOJQ2^dgp$eMK^`djBkGY&fXP@wh8-6z-1?<4&;&#upaq{Xdj*|wt zl&Ipe3bcM`*iI%;Fog@J6_{$};XQ&b{iGT-@Vyq1}nfMMG%{ z!4+X$dMRJ9$G%S!m~)A^<0@(NXH!2}$EQ-Wm7hB=v(~oe*-s-FA8-+p0wmeCRNfCd z-qAT@mwzJ2wx}OHDBm*E(|-(glQ&r6=%&aFVTdgR)1ptHAAr0fk@Tt?dAL9FI6i%T zjFfF5i&!^OAR(BNwvrJ?@`Cv^4Ni$MPwbhJO6$}~x-n@s65)rYE{RPJ#i3rn&!P`h z4;ZdQ9U>#}%5EA#f?y~AWaeYtmU7KD^qaT zNTC*g!LrCdGR-mS;}rN*P;S-P-7YYdqwy- z;@>TCUH55XSYV!AT*@gl@;={w0)Db^ftg-I@ov9SecVGz(H{k{O2}EaZn;PfJel9? zOQuog1_(tE{chFspRU@1$XHjX)#uXmI^QFA9Ejt%LC)N_Bw>!svYb~t@P?|Ts9Di0 zM@+_pCP!WaJAVR)>wb!o@k<-j;_4-{tvb5<$2G6X9q<|l+8r2LK-;D9swom?acDWgU+1$dB{(q#3UDvXT4ckB&AHu*P5x;5i z6?me`=CS3Ppp!RGe$$N6?Y_tw&@L@nnkuvcOh?u&f6AcQZZiUFSrh(f`(m|3%Q@*) z9xWkaN`m9!kn0KwP50yF2lyYRNE||OJz}1xU@>NeghEwX+xoOurZg{0u zWtE|O3V%K@As5Of_d6jY1*xF;P2_IK0h8_GR*|V$#|kpq;xT9WbVL~XgZh(0 zE<5>rIt#KKOIOua!t7fmIs(I*(`DSz04l`#<^^{{UcKVB+dF0i<+)>#7^Agg)Y&oQ z?AKQWsI#QrNCx@HKJ?Gk>VK62@&kuqebbFy-JXb#leB~5+wHU2 zA?xGvf}>7dYVk6%t~A#a8_)dC1y=i#1k*fy>@RcklPsc$^H-mJq5YJz4T>w&DRs5Z zf2UKjk%l`3g$XZ&f{Z@l933#J?7hM%I;eoQdQWxD8%`VsLrnzmqAfzSgJi-G%M2x+ z{eNxCOtf&l$dxerXxhoJK6una6Lo|8XA$)nn=qn|v!%vUUapsFm>W4_Yd>%cC1F!h z?)rSi;oLPL|H6SuF-69-)Or>W@Ik1RA?IfKsHATP!fnv;bz)@RLosUdCrKk;V1JR) zkyA1{NYtWB+(UzQ*`o2_J%Gwx%-!D--ha^~(1W27f2QygBVA0OoG=_kQz#`qtC<{E zMkpBlj&#yQZIQbtorA)--w%o{$tQYc2KSo`gv7lKaUQM%4rse1+Nw=(RwD}cKyiM& zpPmGljVlJRDx45Qunggnm+!mEd_YJw`DoBE+1rcO$ZSzD$Yo;pz{ta|rH}l#`F~EU zz;+`!cqRn`=kjo(ENL%1`opQSkjK?Xd|>@(dTq#xVaG4mXLVNMI;lV{Jk`y|SBdqg zjCp|3@wT9I#SJdOW_DucbQk5UQW1;d=3b0xs8l}#NlMT1(lulZ2X}RsMG60&%)p*C z$GlgOWs1?9r~5VLeHj8ra!*G3BY$34c&~OX;@fUPo+= zxqg?Ii|kR4GS;rhVm*3?*8Cte5y8E)3tTO{JD5)MrJeWIjjP6I*|>= zau;BWM{cQEOM%?V zxnkl{#3>PAN8I>}Hz=B3W&6cy(bj=>8-6;6^X^$3pQbE=kEe_qb!Lphp`ajDcVAT0 z1q{WAC9mds z!2t?P!QkCfzke?u!m%O|JJHu7JDFhZOmmx%F_AC`2`;nJTK_i1{3=7obYp^!P8g34 zj0G0PjRE199IqYupRA84r%2gmUFsirsq@=|Zux97pmGhjUaX3&B1Z)i*U`DaRZ$L zBi!VgmA5f*hLjl1FTbQw9KQaZbAMOUS4N0fb=;%yCVyUdwoQ}ZwT{8@^#mUdQ?hM| z6-X#gdM|Q9M)4UC&KF~l3Ro{mE>@@<*JQlm_6hxr+12uMC7SvWDoEA;FcoN=7t$H^ zO?$C@8AtvpNv0I0nt0k=@*Op@@B+i)qtLN_GKF@Gdjd%JyG)XFtT2+wrEwVNB%K;v z6yI%#?tet9pn~nBU9&?_>mxo%$6ej;%0%wu_Z=6D&k?ylI6rwQC548I;C&KlxtKhL zrOC6a`F%ZQ4M-GW5D!%~?Sa8)Zy=1QrmXTi&_?(M>o?gp6DYkrUm zk;y5~&$P}Yp_qWI0gAc$+KW1SWG9f_-z3fH^nV&iHs*goa4!n6?%pvaql3Yet=t2$M%^_D2B`%i<3m+5eI9$o^Irl5v6!) zrGMrb`!N@~(|)QMCo<|v6M86WDWWMCJxvqSv#;koHkgTVWpBu4^~k_%X~a#6A}#++ zLddR?_FQ{Ms4rGJOlN#Czi2?u{Xe8vx;wCErTH=@=ILBUi* zAr~bS!-zX8%L(xu>GTF-AInwanfBz~^4a|L`P8yQ{Zrwei9K{!acb^tmKV{63125o zW#!&K6Zbnd5##OV`yLGwv7dhd9!R%h(*!v2JrUn&70aX1M&Bi zy>jhoUGk$D!_j;~?`7t*>NtKURpiE(#x@xLr>UwiEY0Qfaexlq#&r1wxkDp|3TA^N zPrnl?3>dXPlPxjCN6IB6U*?N7zY41w}08hVmWnq z@mP7;2!Ps+mltV#9F(o^xT~>Iuy{tX<6G-ELK5et(MLF`op;(a!X@$W8`-iT_}c$cWNWK_a=q=O3st*h^~@ z`=s|!ztRdzvn`IIM#)-ave)-JCwi&vY2{w9W(5N- z7(>=~`A%B~mycM3l+Pn-;97b0;!7;&7uMeOC@;J~=P@p>56JPNwYQ0ZC1-dt-5=R%yB>y)L- z`ijKj>M}POr_3M}QfzRW3nl$jD27Lhx;J9~ZuFcq zjS$oW=rLiVccMNAn3PAnM`j|h<4|s2&Vh_G#n@|g?FDA|*MFy1*cVpJ-R)`YXv`sU z>VNVW!44a1%bp^r>iU(`C!G`1H{zL|s9Me84=1)(gieqK6hd8A8AWLg)Z3lB=zE&P zJOMnFjmsHW1I+G=NL4%Ukk8PNcj%5zz2~I=6_W1n^7m5Bw;bg^oBa< z6ht%4gW@oZEFDiTOFZDy)8R3L*(O&}!}lhLD<&= z)99R<%J0tVXe(cxR8OuyYoQoN=Vj%FW69JU1_9 z=R3V<6n}cXKN?(VC}@LVjc1f`R4COCjNp&YrQW{MQ!{qFE==A4GJqCujCb>$Ml}O$ zQtZe{vjw~Il$(*Er$S{Fme0zuCFeeR#_dBR@IbY3uJX)~=Sl=Ak4@WfB`F)a@PG~Q zET!bQB%ZuOD^%icMT=MzYEZ=b+x;&zbyv|OMt|YOg9FZ6Wq+A93greW)L|;2_M-A` zI(bCToIq&4`;M`usm8YM@Da-Aw+3V!0hvIeu=>a7d_(PzknazSnU?HSso_w3zG!do znK1B8cneEAy#MZ&WDo6TGeab~H>aj1DL67Z^sWRtIC2cCFG&&+_a=oQD_;PornVpX zsejNueMw%jNMj{bOsT02o=*XdGS!zOM+()e+s2!&&|fVDvnhL4X~cO-B{q}5jBHVr zGjZ|waf)m39Wp@_+4pTWtdp0@DMQyw+Vj-+ato!7v#bdF=x#CYNBaU1J4D3-hdWtp z-urfsY*uz;haiNzKIy7_?P(FqI?KgzjDL6P1_~@9ckzn8>K}*(dTL(Zd8It8!l0vt zzi!z=tC2^MUY>zUm9%`@=Q(knf82z!E6V1(t`zg$ALU6(Iw(*3&mbrriig$R+Kk_g zwECXgZI{@}wSTL7DXRP8CK+y5E2%aa86@DsC;cnUaj$3Uu!6}EqtkD+HA^K=Y=4#P zF2WNqMkM9*{d#2loy(YcrsZ}s&(LEVL@il#-nn&qtacf6RaY|Q8Bx8>%xovPJY(yI zDC6YzS$iI%pe%e?WKpLrx^e7o%E=iK_N-`g=Zow}g>TAo2EpVlZ3UI#6eRyWzPb4O zdbs5pEHD-%RAv@^6UvXlE!JJ#Mt{sS1yg~j{8%6mc?3Yd`_{%@4h9YQ$Nq@q&8bL19`q;^h@15BF4xJ8(@Z#?%#88we!?`do=_Y#M`- ziFZX^IF#8|vGrFO+JB^^k6z~&XV(|c3V@cKONQ+p-j8t$Orj59h*(d83n%0R6kNEq z9n75GVK#YWJFC2Oa2b*34V+j?*k0%9JP;jzcB~naOsli;eFM`}MzD6HjK60EPxBxCVv~qIsr#A}_txmfmqPkYwZi!eIMRB5oEtRlC zPe+?W>B=~rAb&U>hf$z;vKbbN6X2D0qzY|Jvl%l>YT}eMD?V>3=1tSS`+jyMF#LxyyH1(Hx{f z4Y=f0b$joxG7Bc`#FjP(cjKcCv22(AV zl|-uAHuY#8%iU^k&^yrHSg?_w&$8A}YNo0G}J*7x3=n^XHobag$|81BgL1=v7&{zcx8 z5PB#(Pt*nha`~+VZmpiz&h$VBJ(Dp>yVnO8(x}XjI7fOxki^V}1pu$6 zk)DJt8DAHYgyedIRB6>6UtLS;K$h2^1u;|_N=|cV5>W?HtB!ofP7NiUX%X`UsZk$@ z6q(8ZXZ!zX<>ou_=YN{kl~jjT#2880UE8eK5Xnfl5ZR1h3L9zOr~2%iu-li|3D9lrij1cKZ8B*3R|laty(@~9MvE`RJI zneAWOS3g>r^wOnf??uI&>~%as1ex&ks|P&l2?nFqDI)aG6Y43#u>@VkczNZ07hgrw z-dGqB8qnhOH2{*tiN}h^&~vpf*K+NF>vo}xq9*mS*gdGV`ty(0VTHAR!Hh+H!iZ#O z4nsFWMTlAH6_^)IQH@Vb`4m~+SAU%gi`Kb$U^x}lpyUeRVHGyp*)HIHZpn{37(?~_keK@# zEgW)t#JyvYB8}ctM*+ix$~)=`;E5HsgRQn!@ir^A25>@hXH)OiSkzW#EPtqbW&H^t zcC5n7FkJi)P^f&K)C5O$_qC;S@Ezh&^;|Tmr#>;sIjB_!ZJtp-j+}X+K5xv5;S?wC zRR9Kh?=d5y9sPlg(r6;KY{Kk5RhH`AXg(j41;XK*T1=p+qQx%qjGUJKUO(wRMwz4 z>-p*FWF(*>4cCAHuYXzA-`MKE`>3D9-&Rz0{$~^*c4t5@^jcHroa@nKWbRB=wy^j4 zZEUV0(efH4dIrF^jD-@mIm8;0dJ;(NVE$vRNe1JMYb4RD5yTySqc0>4G^B;NWCj== z2Tp-d6ta1mHlZSGI7|lI%Cex9=0-O;1e4Sl&GpNn0Pk?e`+v!A$=(4m?_o$gj_b3` z1JahFNf^=|3WN=)+#udPgMCyJ!qF&hnX|+i z7nDk=wgybi(Vd?1yi|p$MZr>(#xgVI zY>rrBBq@`pMoF0@J!IuU$x2Q5PA%aq*R+CZl-dDg2@^Ony?Ahyir8z%>qlNOBDoCU zU%JZ*mVc+Mj$B|!`sZ<&;l}%2-ot$qF(q*XS7>3)mw&VQpH+M%%UuHtNDO!_11Yp z2MrAYO@HyctPRBQQ0&PcYX(HUQ)MXBs1p%@aYI*wH1R?JMMw6cpj-jLiG0E1tF5c(P$;Z_qO69 z^45Q;PB*iUh*B{B1{P>qS2R(TH&X{r4qQqRH4D*;&ql)@?k6Nf&s26ZKF#634Jsw( zLXHqA?yD^KL%RcRR+Gl|3KI#HDgJZ1J6j6i4OpQ=RSO+ThTlGeMz=jZ1VZu&9oCRO zvz$NTTG_%aS+6BUz$e?GY%;cYHb{TIS1Pfb`;`b)ei8p?ph&v(2D!3bP^24O zNTZBucNb(-W1aR1nf(Hb*r9(%OTS*#=8;>p7hZ9HBO$}*@W8UjSy3p1<3<9w&}keT zjPa$nzN;i6;u*Jqv@9iz%K0Gv~#d5k?cA~US~Wg zGo~^QhK?6zEUl4^Zj~qhc4!B9t;(+{k@t6bKWa|l1O|GF`-oY`>@8f08{|V*@A2Z2 zYr=SMP`zV%^xBRck9tWw{KZ6bV8{Azl0}ZbC5qfCWgYeil7`=yxUOPerwvsUuJFSm zDN&W7$&TFY&mn@j)5A;Wk~-I2yS}d6SkL%v@OmoQ z$RmaM<}HGb%}~pRc;;~x?oAl%LPUU@3R51&ZQd4R>9d3~bnbwsrN@MgM}c6y72JU9 zG3ydKL?ED8xLc)D(^dzxE=$oZkR>5>4{{EK&u|-OksaD;u_w?S0PBQY_(+xOe_Ov7 zPg z$Y^0={A>loA^HINDL*&m8Ju4suANiv^Jcrcz$R>Z{KZN`NDW6h2?XN$g*lkA-EM0jdIMq){W=IY=ur98mIDm zYU$qx+of=#L}1a{ogJP>ElhW$PLJasqhj+!0ybKl{zQP-EbH`aN?E1`C!G$7tg$+b za+=xzHS;Ig^<%@s2d)K59YwOXyrn$&5uzy{=R#*r7mZRknbvuB?3wa<4%cBSpFswe zbpC$>w5f+3#4;6Ny*J%97#n_V(SEzILn)VbA|PP4uxDNkWbSE(XUqI01$AiDa25Ul zR9HSV)N;Tol!A)!{9WS+W&AO@imCy#6G5Lxt4y+Au%T6GULfmO!+p`vd`f0mQRL}i z_4wboOPIXx)Sw^XDO(AW6kEQym|kyMC$x`U?PJGA>X~(>l1Hw(L3U7)`;PDL=*~ot zeYABeKg0>{2a_Z}DWHYusJZ$iq2__-w>m&s1f|!%2KO&CUHWE!7&sasJo!Y=s zl1KP5nKGkr%p$v_8Fvfp=cAN?0uOi1`lL$xxU%9&T*WDZ<-}%q9HK>Ayuq8XuD$x~?u{tdS*DlR z;qp7LlGz2k_m6^RTTqO{>-WxcaT`e$9aSbmZhN*tA7fIFY89k1Pa8q)vkCp>VKQCr z=FCv0`H0p@^lD=S3V0g1;>67?{kBSO)L+0Z$v~`F%ei1L*yHQJk%($arzeaAX2HlF zlU@4n(01wP3MXj2WyJkYgpJD-0$zKYP^>MJ#rs6=`P*d?k(#t|?=eA1}%{k6N{sLHN0#Ku|GrvXLh&rh`qDzNk;=vN<|B zR=zV;D*8M$fI|fIhI?$MMUIyNTGI331k$^p9N!Z*3QvAUib5B0(SZQ!9RsjhjB&B# zB1TlErM$<{^zZQ=`+nRkMf}}6FJ{QG=#QN@;b4E<>G-qaDa--@-~5#8LCs9~<3cW_ zb=mt=RiX5OKw2+f>2&#_N$S|Vy>LexkdwjGtkky9d^T$n_T;+c0rkvyGe4h)-4bj4 z8GRuVo9U9Y9%Y*ED}KlggbyHl@U~DXl3imURE|{@=~TlhuV}3bDPHb^=_P*mq~{Ck zVspl{Uj|mtMQSm*J59I9lO}Uo0Xd+<-@PJOso~Ubp0w1KBXZ!C;DYh?3;by)1OBDk ztJm}PWgAljl|80Rk9bAfK;(}NZNV*46zAU69)3n$tc_X$r6+Kh@dK35AzVCHcl=J& zB5~P%u4lYPp)8kXK9k|q+ZYv05BQHCHbqr{gwrzRp^uNclgmCGliZHJRPLdHHhxZ;|Vv|`e!T!7)6yk*y z-D|T#7|S&(Bgu?dn9VBy`|Kxs&bh|4C*2$TED#C$qmU~z^PtG7nm9+g_F-;lz@Jl@ zT(~Q74n$N~f_L4tAD~QGb;uJv%*sVP}D%jgYYd>x1n z1J$Sa#Eg(uH^|5IvzDJUa=-JW%u6S)59=?J@4Bmb3Z-Tydd3qQM?vVK{2O)wGB7&$Y2@S0t@HQSyXbt5wNNPU{#<8;*0urzKEPj{Hdsv7D+639|>%PB^(0{wh_ zH8ZL=vy zb90_x^|}7ZM80+~iF*P^Rh&&Eg4)vGm&Ka+uFWiz!-yKmTjQR59z>WpX#HTVyk3uT zD~sW0u;W}w4OLm?B01>xqN%9`fgMT~sSl*S4OAy$i$Ofk;?+V8RFsL2uDo$K?c3$= zH*b}G&pbdW{POh-ejg-0F->}$iVx9L49*w}-Gj3WQAJYL>U}$F)lLr(_n}kU-v+&h z4y3IYy7r#F0J66zey?q;PX7f7X0G9kJ-e5^T*be0iuOhkyssGg*L&$TZuhftgwcPm z;oT;~vw2-v&fXF|3fQz_{BqPl@CCap&=#Twpe+EyW8H_F&!OqI|E=^P^xN8qWY3Y@ zy?M}qeNYr(R0ef^b^(=moTFo_e=SYmaxlgmK@nOeAD32pu71I{1sV;W=WGebjoW;2 z{!>mQosR9L!mX%mnr4FZK=Uu0Z?sb9e;&kJ-5ZmHEvY>ou<$bem@4^kJKg}+Dt`jm z1Em5;zcx~;w1N8#gYNt(Z)X!<(mb2aJ~ zR8SqcQ~w3Yv&1t=lvCYn&(O3B`r{loNkVrY8uV*X)7jctG`YF_!Rk98Y@4-%(jTLR zhwf2rb%$R~K{ad2EKq6map%&bm)IP*W5x<79ADkAw&3Bq^Elf|p!DhhGS|H3&$q$c zM}*jheM4v%h)5Lrgv+>Q@v(*U{zIUr{EfN|0(W76!k>v~FB1MfGhcG4a8p3%W-&%e z=Jw^AZ}neuzS?vHq4(E@$M&bj8~q}0;gI<0HlwGLUt#A@ZgFC*4FB2m@c=yis}u zbDTod%;nHj_45Y)An#{n7#%F;8CAdk{>yS*W>VY3dftJHrIKMmMe%uvmf2#c_H zjVkTOl2nG zQ(61Lv)b+BSKuI?Dn z;etePl^O@2Up_WtJw!(NP&5D>{2q}d6#fYuDF@Qm_z|Z0b!X7XffuTjw=5dxrj#3b zf(}jP5G{GK$jI;o_wHu1qtTcTx zkq>x;u(Zpa-`j@}2H@&nWm91;3b0WqqTNVMH8F_rltL2I$B3u6K8n15IO6#B93$7bw00db7{1*U9sV#AHvNzK4~<+RDF-1rc&w( zUU};UkNjX16X)!KAOiq|s8x(S{Y3sDb+6bIIopdcho*>n#UY-2AgFIu ziuC2$3W3UP#2Mk>%0TQ~;}LaGs_3{+A4U$1evyn|awfHHBx$kjnIC=NEPBuw`t=09 zaj4zOKThqfDm`xxtg{ZXQaRHUf*tx~3SP><@^g(doxV35o(O;>=CM5Yzg5Fh@4kK^ z0mYw79y*5UlumNrGZG=Ax2PSj!+iK=I1tEHqi5)M@R@M+l@hP8nl79J zzN-R{z$<$7;B>VFqTmKZ)WMA-WhEPleH;vq8@68@l4llIO)U`UVuonlViMe9&0s#Y z9X$$Yp#;khVpe2IvesV_@1H^tz7x{m(#bUzvsdyLvEyy?vRDVIkzN@FZE35Ddk(1y zjrNz}E~NmsLIwmax{b5ki0=sv_Ya|`Rr+tqmdg8lnKgp8+ff-!0%6_VzFXKv=7T*% zzdYF|<6CtB9GA86WOKjDXsmKg4MVbz;k|_HMr4x) z2rSk!y*P~vw@Xq{i&n`4ZTqJKeGW-OY1|26&r1MK%2>mw#iDt>e(a*;nZl`Rk5&aS zT3jPgl%MT{CDMexEBE(~S#(&?msFpR$JVdCu8dfp$3tE{C3#kdJr_Ue1S94H6u2fg z2`5M^avQX_9KW(&v^^gMB*sj`O6MLG-I9bxWF`k;))%;ar|2v!gEbKpw9AUlmK{V! zILQDBWim;Oyu?+ImL{A$2CZw_9=Y@Uvt(1syP^2R|79#W)K6c?w``pp@4sCHzlNZa za3f!te+#c9njvE;Z!iGZR}0D|n|2QCWC`|B@$XoFvZ+mzHYZ77`TLyRRlM+~34&Xk zr8V|oJW-3`Kd^<3w8p7wK?aKVLp4hzm{ScaB71-FmRyv51V{UaOm=wuruz%Dc-Se_1nR zi~_qcb^ifssS_PM+7(SR#e^Er5FDSK8ZldY%hojJc3^2zgWtBP*fSJ_@5x$GX#T5y z$Qix-R84n!7KQMhsAn(t|1sq>6A*@Km47J+GP-OF8PvGD@{QUD-oLv}26u;?hS``JUqq3%Lcj4w%kk#+zA zN!jy#glz{yRj&NA6!`kD24U8wny4aCwd3Nl@<&5qB31;L0X8AjZFBd!f4C7qD;jJr zVsHAp6W#UiHc*vl1!-h~408Gv_AEL}<82i+HFtt_u_SA~S#qD*Z{c zi?)lk$%w47$ZFmrI&4rtjAH0zTa6%r8x1pRSOlASvF{imt*X-Qv=bK z4kI$ssGnMweH2eh2^Ke?f~ZDArRi#9iZp;)!>irf&F{h|I$gDsFWfT2prTt6QegCh z;O8E(J(gD-_PaH#ikHkV9y?0nbrt$umZq7j)TA`=w+hb zHgT8tN1{h)SCC91!v>UYO@XD90&4%|K=k}(5k-qz_VD|XO8k$p2T^YT@-H87la_wjym>RO?_*kV< zg_(}_gCQ1mwDx1)Y6CzdJ9u+^O{gfn&PJ^_+1uDN+MAKoqllJW~w2`UJfaCy?1bV`R z^3veqAqVQYEQNIA2;5sRtNCk-Uj;+Xu!5x!tILaO0Y$36@gGQDP_KouaV0f6buuvW z-n$LF3EvT2$4)5Ci-GE;+XI>Ng4-cl5qp7^$xW)89j&nf zUJZg>Gxske>AluC6^xj&X}>ZLg5t~Ezm3AlX0mKxb+ew<=J^=k_*q~JxuKrR=3``W z+(@^FWr0~rnUY5P2LEVp!I6R{1LL#J=8Evo)h_>|wjUtKBR|!=tjlX~om=6z{v5j? zaK-sZr;rTTa#&DfG#o2JMQ%BA^~shsN}`i5s8Lx;=GP(bB>K}hr=pZSWkYEWn=sF& zB3hCgkEjU2PKFlPdT4%;quXLSCQ~;1Ow-dm>cu)=3YA^+^SKSD)J80%6;SF0#@1TY z6e1~#+zr4loUsKfRwGa2VKL>!FLtHkwaF*!xOhGU?`x+VT~lgQVEew3AaCTm1BkLL zs)k+2BGLxoG!-pPXNpgTd3Yz2Rhnr^8&Pyq?^L7$085&#pRO$?F=OJlX@l706<>qC z-$%`Ry^uoj{MFs5DMp0H5C0B-LAM7QHQ|M93IKXJkwjoqtDexKZc6J*I$zUpc=1ah za%9kmef>x1gMtyzgvc~X$~n^0?Utb)&!s4+pR5eIe5Mw5xa|gsG@udwZo%H-tBu8r zOExfX1*I(83P>-iKr}5oy|Xyr%aLpomqzb(0bdXKsNTcuTj|RMA+EN04bp2g*d2$( z{(vM_+!XBbg%C3GmZLEo8{n*5C-&RtG{I_h>d)E2L#6|d2mk_pO?ertZiRkS=hu&6 zgSANhmGMig(x98u z(_GIYW$naqsrZ};hB>7e9H>U77BcFjCg7l$QRJsfq*Lwj&)C>ot%Qnf-b zw$+2%@-2Iy7f=)A z^nj@hv8;Gb1^B$U7{hf7zOj6P+IYC{%jwV-hWq z@Wo9eJ-$WlfVAf8(abgBw)1?)7JfrnJV;HD$v2um42&2Rzdm z1FEKn+8-b`Vll=r<~iW$%Lb211#HmC9A}uOwayr|pZxAD`Spk^D|Mwr3ySlVLyj(x zsdzv*ab_kh0hx@zW?~+hLK99hHUD%ki*N;DX3R#2_P6J(i%3>}(k_z}>m-LTv@?zeJOd5z148m(lP-C%Y6sXz|#G#?V*?V*m| zfE8u`!+@1&q0;y{KZH8hdDz-)rY{$Kza4Y^pz&z1r|LEP`{nK(1mag#lPw7U{J5LWvd|Qp0bK^MA6*elyP&@Q`Dzw&Y;vx<8r>IKea-qx zHd6A!3B@EXTRHh{1dPJf84`^X^SX)W(MbAz=e;Y}-$hH$Xc@L0p@g`Qn}iDN#Lxp5 z7r^=1h$Jaz6u=C>2TRzyO}xENM78Q@O+VrV7n>g^V-c$~!^Fy$TPos~X5`yhTr;KB zoSPfPW5$5e55H`|4|}PKuYD82KQ05`B#n6;P_sUwOo37E0-9>x{gWs`3Fu^mK+x{F zvHKpN{|4fJ2<;N5MQ=*?ao}YixrJTlsoFiqJzl}Eq!M6k_}ueGj>A>buk8ZywTuV0@M39x6;-s2B{ zkwP`e2fqBW1^oJN^V+=zNOTWwglaJR@REnq)-Z6Gy;7yrr(Jg0)Bl86hUj3^T!1C)w`k|yv<@-!EIA@PLB(5FYO zOlp)*2gg43#&+@=mq-nFV&8eA%PRRBDtS75f>=?7tx5Z zx)9eDRppE%o-BdQvt2%yeDm(}b3t=^voV(y4%`}&?=Nk|HF#;#j&Z<4{rrK-yZ_+@ zPGFh9?rQ*sykahfs?y|sVcXu=n3BX4p*eoQ33zV?Fs_RH9r=h`AqrJedcO>!>P(h> zvR;T@fMkHvWcO^H-!3rJ6rudZ5zQbC11 zjk*whmSSGTb#gmHkQZIh<886P zHPF_gyxF(i0~wy%#27_U%NgT4O1@*w3Q$;N{Z4B+)P}sc{rXILr32**)3b!jI$7#+ zq+3?%UAb(DY6)Q2j$}>pPW8{4dqYS9|Is?mui-FF1IuZ`!t{%&GxU^H=8SR;U)@Yx z_wYP}XEL-s-L0I+EU~qcwczHxpD3`}C zqV6_ssFT_Hq-tlfs6o24IT(Y%4}J0Kw(Ht1!{!#hRl?5g;ai{hHftpC65fSo9mJ766j`KZDId6Y>n)4y~Y2Y;@m;?_5Yp)eoTX{;VI!uD^e zU~D_yzB|#HCj71#_!X8#5~o?s0H-3RaJcOwr-CKrZ(6<%cPxm^cxvqI`9p()d@h^C z99$fONwD1d{c>osf?C^AP(!*^(f205N6ob2yUErCdV7i?O)S&Sk8t)Wc5amwgXT{u z(6r@S`gzKmpgys%)$Pjbb^R3PfQ56DVwS_9kIz50CJvh+drmZL9W*%f01kQ9g+?10?KC_QO1?x(7=t8nzO?S@pB1ro{w{D7YU+lOe7eb zJV%wcE{q!4C-JrW{`$fyz_Q?3b)5kV$&J>yeQ#Q~3Tc7baH0QJw_$@bZ%7du z1I)9w{GtUH447->$t}GisXlgiZOHA9Rz7lGR4yCq;6afSUIt5$NF_zao|tksp-mH{ zfWW^Z;xcROLe4C0VDbaXvd@w~T(4E(lKK91H&laXWe+pKamoU%0Q%wemkx6QwqQ*w z5Ji$gkTn{kE2d+(|K+uQUx~PB8r|u=^qN}&o=k^@27GHkQjlB;i z$Ug>on=z*Ef?M4MPoi@v&zHW#g5giG#aSqYv1x_64Ncq~ek=wd&~JY5rni4i#3@&m z%um}OB}L3&19WWCJfd(lF#OuuZESh07qn71byX$*%2lnTUU>2O1Ii)uhn;Z4--Fp= zx1BbHl4^BG^YlKl54NgRp9m4Nmi}Fp=;ercJnZDwHm@`FGW%==seMO3mb5adq<}Ox zTY-I^*wYSBf7sb^bMB|M^435D5;N+dA+cg0>HgX10{V_bquS9{+N2@)j$>f zxsh|dB#;N+qR$R02-z&qDMpm4pYEyP=5TH?Vvw}`=IYMC5h`41h{)ZSzEzged(Ok< z`cBzNU&k6%cnDQ-zE?ZpAdQMWk?q4XX|N?R0{W>hDXbz_&oHgcrfL-ps%UbVJN;nd z%^pVQ1=xEa2sbP43O#jg?~#r$eso;>vd)nGd~$-b=<_4%o69kl7l)x1&ER?32R7^< z?>$96X3TkCfRHed4KA;N-3k+Qp>S3S5BqqxEs0oe=U6F@v%S?5@P%9aDALY>2|HV2 za0txSF$28yeWnlu*8fq5dGr0^`j&!0JMC&J0KU{jD{CmXg#%G%q^n6-L+%l)WymaD zAMx%wy!e1lT))v{7t&OZ!i0IV7$2HW?viNT`VL92y!M=oW3?i)6$WHtqn0d2rh2Nf zA1g^JW__8;-$Yjtl48E3<6IJzhMzoLFH5%LG`z5my z0Tb5N@6NAJAwGTRJJBp05k5*3pVLu+6HZdf zxT?TLUW2?Q)GlE{V6I39Zk^>;dWBrY0BFiug`e|7qNd};#~`mcM!fruD!1|e+*5u$ zWwqpV{-g2_sGv|S8Ii>|nyDd3LOW)fLHG;9xK~VbCv27U9zx(N)rsxcU6gA32N`B?16vA(##Cw^mwxj4jZdtQ}o$K7{0K@23gu80T2Wt zs*%IwrBjWzgG~2}kT1~W?dN`}m}73KkzfWYEPglLYM2nD^yd{wp3it$Bgg$-jdZwr za7M9vSDoN?2+U+&IqKd;+n0Haz{e4bMC;!5hrF}i^Rg4Wr1DfP;MNFJqLTAdYCmeA zKh<1Zy|h1BMaX;kf^YTnVWd9G8&EhA?jWz0E1P;3yM84K6OjE`3LS>oE33Wmd51RpS%L4x5bS`Je zY-wVLTzfqT@8aO^q~G5iqJQHjy5x^dcA8$#y=Clwp@|zk^cQ{6G(#y91nf^-1e_jx zOc#WcW<+Q_MQ;w#L8pZ@AXr`$&ka;}6t~8r)WVz@#8K{-T0|Z~b|NmYR!KfP%NL+5 zs~y+uPK@}L+YlxnMS48Q=lxMOIJUU&Fts~@Z^Q_1M*^Yu3>!(^AQUTc=zs#Zoz#hq zU7ji*OV6CtYx}vcreN((0U#9YYR|Zfh6O*(!un+7{=j1xYKx%GgKJv~ipUshRt1i% zrn44pyG;qGS)jJHIKFr>@mB&Hkg!SkeK!bQ5Vj-k+4-v=5!_)gfCE#%Y~u4WGM(A| z!nfd=j8SHU%-w3+oFI@sGyNWUJfd_6hekC5Y}_T_AS;UsPjl~v0qTW>prw&0Ix?qg zk7t62jK$A2&RWj}MR=LwXsUEt{28+PB*s%dF1ODt^2;1WmBZ`%8(^{14wpE$2}_Wr zPA#g6nQQ1J)BM~qmeeo70z!(GU=3@bDDySlr}nVQW>5oXl7UG!lGe4W2HWw}uwkn0 zd!5s4j=Br$$0wZT03`~sHMG7Zv278Wo`C@vvBU$|MaScUI8UwFaTNjS@Ua>d=~mMq z&qPgx04hh$5k;Y>%?4Iv&vI|b$y=N=p>SM26^tBx6G7drZDC1Z_i}&Rr&2>P z^ciEq=Z(f;G7xb&AK`j>O3{LqUr?!CPnG{?xBTyshk^m-_#c-g@GVppHOPN@%Kxjm zY{Y`5mib@J<()CK3D5s%E>T-8vY{u$|3`C)+A4kseXsD}4ZxBxxT)=bAz%@?Sy=y9 zd`ZN{%9_nCKl0PGOK3}NAEvu{Mw30XCkZKf)rfkOO`PbHH(Dvw1~0+G8e|QpRb4lpXMcqJra4 zwM4fo!?Rgd%MV_FoRA_?VlIS{Kg9wK0+*;0%Y-??GO&!4NmsIr-K?f^MydlFJ)0oT z_b>As#Q_2+MS_B-U|kDQU&5O3W!Y5@X!=J?4!DbA4-z&`t!2n+X%Lr+0VfLAj zadVO>Ic{E%HZB~CSa5y`1&p#n1BE^3zkSz{|&_{ ziohJg1qkb0A_7^LE8B;%0#5@C7*cAxj`x!HI!Fl(CjkAcYY~V2g!9 zC@}+ppTz)&<;lb*wH(>O$wYCe_TxAa+O%MZjvc5+Dzwy1@59WdVfsZA zvmbxY>{p(hS#=nGe0Kr9I^MrNHFJvBz>6<_;+2zZt4;F}3Z2$& zH5;Q^yszb>fP@*F4WGo9td8a%d+JMRTK63%v%iz-D;~5CiB9s`g)xigE_N>4(pdg; z&&1x(?3Q#3=?dWpmosbPmz!EYY3q_Jx<@-(PY30<;p6b657~7E!3~3+3!*74Kg$4` zr`b#4U6br42iK43jZwrwM`l}FetV<#DVOc0fR7)|?=Fbf9=r;KNVg$146h z*+7PJ#(%HZO7()QR`l6$d6~q!j`Qn;l1qp_&$&nOTBqe%=n;w@zP>hvwY1t=)_A9L z3Y*!D>etEg4>pS)yO#L&|J zxK~eYk^W*8kA1mYTe+8f^_QEf4UTINk@|v~oqwD&I`6(Zz(pqTkpSY#H@mEaPInp} z?D!zR+B}s#GpC?h9Fw45_-qj#9{NX|d`4{qylYz*dow$aI~%26G~_Fua>)SyiJoyY zZ@J@I$cr7vAFh;eYa-OvixmpQF%QoVm)fRUaZz}&`xFDlfBYGVUumk(&3^{dRKJ`5 zR5F*F(-E}bCQ~`2ApTxGk9lz#JiqA8CRH-4KDa ziB*?%HZ&79A!Um?_dZfZ7#SmFA3I@wAgkQKNwdh%uxD++BX|cSIX8)r$cTCEmG?oy z4EA{(S%E^}%en&Ra5!D~J+5e`LBrTOBWTbMY+H$q!f ztb{G)VKEIQ3X2DDzo=-_1~O;diPd@RKx2_gUGccO49xOL;5ZpBcQEUj1%{R60l)1n zVzFgO!lncFc|rkvNDYAFBeQu!SuZ$=eW zYbbm2;Di!{vu-Fo6z<-u-$88ODFnj^j5|CX6E8SPVQXqDg2--G4eruFQy6G`%*%gG$ z(r;EYwMsmS9+}9La^Fzx6JKtC3&BRD$?I2&Fx90PsAD`jS`Lnvcb+ybZ)5`3e|=K- zy-aq@`oc-_6zWI&a1KB|)`azqV*Qsf-kSz1hh+dqd)o^A%l-JFwrr=}${ja20aUr3 zi1VriC(N#x)%o!e_#slnXKt8cyW(#Bb}`%FyrylPmL14^*pZR@s-%XdR}nC$%#b8u zNDxea-#+>VOp}Y*s>+fB(`uk3Qih@lt}QlbZDy)Sq29qxis~zr6nGBF&<*{)<|m}q z?JNLU#9Ps*PmBEb)|{iW+f@zDl2QW!O~yT9IU;n?d3!4nkxY<+u>lUmRoTM&G5&26 z0&^hMDd_utXB$LiI``K*ToemwGez_ICHc+p*PyX6o$!U_&Bcl=u^P-lYkDaMyAFnJ zGrIVNxTKzq>M*T-l59CULMZy{+?`n6*y)>g8ZCHnLVIUA8nF!+J@>Y(y(b)0%_8 z*AjMSaO_{<1oy=?!eZp&vD_J$yb;tDPxVg}&VM|u)Z-;0UjDV*!Ie@zI&bk=H^@I` z+Dy?ia7aCR(JneJQOKypJm*d+~18?Znx?m9r#=3N7KRCPB%Id8_*9pkWC2` zsioeke^SQrI#Bi3AGHi|SMq4HODe$4wxl;<^> zFhe-;2p9x00b7B%Rc(@hG>bDt4)(V^@4B3oNcg3`i#%_xc6aSrh1mnroXEegrr-fN zwiJ)+PyGkZ`j`iK-ks&M0AT5hyf1dUfGS{Yi^SzkPZe(!0V=|j*hv841m^MNgW7wC zx5|&|kFLT5;&Brn!{tK}U%FoZ=!275PKw2G)tBOXeOBt}ae;2iq`01b5@w=WciJi? zZi%|Pf`@Xg6604Eee9%KI|JwOiH+Lo@yTLC7hUbd>~6!c;FORKxcymy`@g&I*Hw_0 z_1oHYoG$-g0E2;a7F z&L6tpE?v8eL&Sf^HUw#@IcZ|G)t9tfcKn}PkGrK0|K5wgD!%}g`t<)aIx^cH?lUbE z4Ze0d{#-j24}3wromM2TI~Buv_y%1bhc=QDhyw(ua|1Z%6R#wnNJ__ACNGBXO?}iG zHc!01nm0AVV_Wd+fzKE*N1v_v^=d9=VB0|l*d zKF0wYjD^D6W6z9)gg-xZ!cM@JEufBsB( zn$c~YNqGKzt?m-=E7*~7xML;}>r3&p=?Hr$WAH>w>z~JTM}s@ z#Pt7iv((hpy%ZdnH$UGG8W8+!0kz!PC87Wq)~ddB0@Jl+`{6IpbAZdW?a|FYOf6kV zEWfN$N`?Yz4LD0~%3E-FbeWbHFlFbKDp;3cGc#mj!^>Z^o5hMsoQnAiU>26wwKhlf zn~vESOO~S}&JQ(0d-=b*Wn%`9zuZF$@t+I#Om3N2pRV!Y8DYZTIc(gR8D*k=7dbvQ zKS?>=^N#rS_dO2HrGTPD+c~zlan7anp1NYFA=JgMpe_i%4{Xh7YmsI@pSJD^KKMlCd+5gyXVf> z<^6oliF?(PeKY&UQmGfdu8OL6zFFV(5PI(2P9oxZ4oR0igeJN~(|YZ4H1-wWrsmg9 z5}E@lpCJOlxBe*+$R7l%BI*3*;M>ovJauy(*s_%{M!}bir1_FE+HQ8d+in+4I;(`+ z?K3#zdcdx)RBx=vk7swhch1?m1@;tc$8A=m(f*;{xnsnx#e%%K-lXv>tmd;E#;lKRJ`*F z+q%&<7i%w1f~2A&rdPO9TGe$vud7$5LfBbUz4Mm0^JXO2c3^P37`T zgRH8|yd-<^b62m<5z{l)@ALSbqQ8*6C7Wz~d%MEDGQGnvh<}t(?cBr8-?QG87Ow$( z1xXBU5*W4C>$`jQ)e>S4^VT*VE}U3HDJ<}rX-riXkVrok*!bB=GP@h$Tf8|a9zZ{O zc;l-(rXMSM3T{{PaH&#wWb@@_>Fu}SUs#!^P>H!I6)cGoJw(FAeDqLh=- z6D;Xf#NAETrsv99EXnB2TM5NHTE=oIFzIxxM6xbMHD6_Pnd1qf4IOzJ=Bg<&X5~y| zm9oI(qo(6@;7dv{Wenh^SSjdkh{b+ae}rO+{i+_Q9JFA@=)jHJ*r}Cl3D+r#{iam% z_{nf~LpA`w#Hzn=|1X32|4#PC)-bHh9Ict6Fx4Os%p5Fi%$%tT5-|Axdv=t7i3Vli z=K8-m3l0kh45NgV(?4e-78a)eKWt%Us`o`T)(k(_<6WI#|?x7z|P$cWX zf!rLacoLdXuX>e$GYadsSbDW!+{Ae=2hBm_v= z_Ne&)4k9KuI$RE@gQ8Mcu}UB@gIF%c1IB-IfQpuZsm<=;Aycwg5$u!hm|m2llJ*2) z7P!F8V1E7(k`wbW`TlcrYxJqz5J7=37kK|R|HR8G{XW#0AFF7tf4+_8+Yno8U477j zHQ(yl-c_vk+s3Bth(MpJ`;yh%4;!vEo~KR$n6&p9lcoT`VHI5>(5vb#GY~Y{q8UxN z|9Xz|;8mY0*RyKRnqr{4tbb{-m*89VpqTSTT*Gby$6(UyHOvHaIeXcq?hV^-^;bFN7At{0YZ_glbC}(w8!k#J0}8YR3@1};L+D%s>*K!FC#8Lr z!}q;Dc4En&$9;>=qGu*i|nIlz-=8 zH0ctA=$J69kz2twVg2Kw_guVCIX zaUcMO@s?bZ_58RSZPG3|=JJTquWH~{&6T-Ng~O#=l*1Y08$lXQ%_lC|Mr_{)aBcc{ zW)1nrb}4@&jwzdVKm7{UM+Cg`97bu0#49eR96W115A0+nl;%<-I+zWoPM{U(uzAb9KxXE25wK$Y`IjI zQ~i8FmsL}t>Uaa*WvMc2s^b?UfQ?GjQgJDmgW5Pg8%R(DuR!i?Q$|~Vxzd`Kkf%q zFywWij152 zs?q3sZ(&NfIbRfwH{N|UB9{`s&`qHq4Wjc3v-Le7 z8k7Lua>hfPQN1d(I>lJ39PT4CN-rjpo**(oxE)-W80QD?CKL2YyPr;|@ z9E*V~L{AvE_j3IVWcw5WO|tM|Y$J3Q8;BsD7x*BA08X)`t-)&`6iWU7Szo5>`}PUv z6aTL&YDoRd+xFp~R?7M%e^1>xbyq6p=f&M~x@^tf=jVQVc5D5{XyNTv_g^#H_%Hjf z;NlnSF(sDsVZ3FPChvofM@{R0Y@C+zn`xinhtJaMjoCGfr|s%KH+!A#gW36N-=(A5 z=geDg&;E1vxu@UwmDy9ZYgFw{AG&ilH@b_jUIfkY{`5-QR&%CsJpr{#?=b{j8V{UA2WM*n%Y2e~y=;mVKo`Uw?OY_4%x;YwlbNn{D;~ zc8Pwb@%F26vC+40T}xPSC_rF}CYP*-t6PZ($08BIi`^1SmOVPT)SyY!gsXGW;%AQR zuN7V{x%zdl)z5;v|DXT7fBtXG_rKLn91rhnv}kw~mDvS!wj5zx&!y7Bv_5Ep*%tn) zhpH8l^;Hj8^G-U5nH_LD(Oi=!xu8pdtENi>aW1vvjL_+jbvI>Hc_aQsLG+|IIj)h5nb_X@C4d%jd$$ddJT7^R~o# z%s0={leP`-IlN!`dCsaM;$M%IyB>==^=*YlqRGERp6>JJsSDSrmR!s>ID4Vlf_XE~ z0B3;+M#9z4nZcjd)7OVau)uPUv4zk6@i)RJraH{MbUdD;3n z?(L*6`R^;YMjPGKTYpQ{xainwzLR@?A6V^oa?P3w*KH*nZK|_(A9=p#TDbwYbb|5| zM>`P*MUjJQpfuQOq|wf`V#=F7GwYbQ+z;(9m|xmBJv@+0j@!`K#E45()z#mP3jkHQ B#Hj!P diff --git a/report/figures/task_slowdown.tex b/report/figures/task_slowdown.tex new file mode 100644 index 00000000..bd4424cb --- /dev/null +++ b/report/figures/task_slowdown.tex @@ -0,0 +1,249 @@ +\newcommand{\taskslowdown}[2]{ + \begin{subfigure}{0.24\textwidth} + \vspace{0.5cm} + \begin{minipage}[c]{\textwidth}% + \resizebox{\textwidth}{!}{#2} + \end{minipage} + \caption{#1} + \end{subfigure}} + +\begin{figure} +\taskslowdown{Cluster A}{ +\begin{tabular}{rrr} +\toprule + \textbf{Priority} & \textbf{\% finished tasks} & \textbf{Mean slowdown} \\ +\midrule + Unknown & 10.620113\% & 1.097556 \\ + 24 & 0.000000\% & -- \\ + 25 & 0.333054\% & 82.973285 \\ + 100 & 0.000000\% & -- \\ + 101 & 81.917703\% & 30.798089 \\ + 102 & 0.000000\% & -- \\ + 103 & 14.990678\% & 1.130579 \\ + 105 & 57.678214\% & 1.078733 \\ + 107 & 53.926543\% & 1.016187 \\ + 114 & 0.000000\% & -- \\ + 115 & 4.108501\% & 1.004324 \\ + 116 & 13.045304\% & 1.032749 \\ + 117 & 0.000000\% & -- \\ + 118 & 11.907081\% & 1.003494 \\ + 119 & 21.264583\% & 1.504923 \\ + 170 & 0.000000\% & -- \\ + 200 & 27.211754\% & 4.116760 \\ + 205 & 0.000000\% & -- \\ + 210 & 0.000000\% & -- \\ + 214 & 0.000000\% & -- \\ + 215 & 0.000000\% & -- \\ + 360 & 0.616372\% & 2.924018 \\ + 400 & 0.000000\% & -- \\ + 450 & 2.203423\% & 1.142450 \\ + 500 & 0.000000\% & -- \\ +\bottomrule +\end{tabular} + +} +\taskslowdown{Cluster B}{ +\begin{tabular}{rrr} +\toprule + \textbf{Priority} & \textbf{\% finished tasks} & \textbf{Mean slowdown} \\ +\midrule + 0 & 45.193049\% & 1.176397 \\ + 25 & 0.018094\% & 133.481864 \\ + 80 & 0.000000\% & -- \\ + 100 & 0.000000\% & -- \\ + 101 & 66.479321\% & 433.414195 \\ + 103 & 0.106377\% & 1.645114 \\ + 105 & 0.463292\% & 2.408090 \\ + 107 & 0.000000\% & -- \\ + 114 & 0.676897\% & 1.003422 \\ + 115 & 4.117647\% & 5.916852 \\ + 116 & 8.316438\% & 1.109652 \\ + 117 & 0.000000\% & -- \\ + 118 & 0.311290\% & 1.000000 \\ + 119 & 0.195997\% & 2.555160 \\ + 170 & 0.000000\% & -- \\ + 199 & 0.000000\% & -- \\ + 200 & 30.916717\% & 9.707524 \\ + 205 & 0.000000\% & -- \\ + 210 & 0.000000\% & -- \\ + 214 & 0.000000\% & -- \\ + 215 & 0.000000\% & -- \\ + 360 & 3.502999\% & 1.612147 \\ + 450 & 0.612913\% & 1.057515 \\ +\bottomrule +\end{tabular} + +} +\taskslowdown{Cluster C}{ +\begin{tabular}{rrr} +\toprule + \textbf{Priority} & \textbf{\% finished tasks} & \textbf{Mean slowdown} \\ +\midrule + 0 & 50.887820\% & 1.105787 \\ + 3 & 0.000000\% & -- \\ + 10 & 0.000000\% & -- \\ + 25 & 22.468276\% & 8.191258 \\ + 100 & 0.000000\% & -- \\ + 101 & 52.628263\% & 421.490544 \\ + 103 & 0.005336\% & 2.794339 \\ + 105 & 0.023521\% & 1.372291 \\ + 107 & 0.000245\% & 14.708268 \\ + 114 & 0.022221\% & 1.011266 \\ + 115 & 0.281832\% & 1.980743 \\ + 116 & 0.013836\% & 1.022119 \\ + 117 & 93.165468\% & 1.000000 \\ + 118 & 0.004137\% & 1.100009 \\ + 119 & 2.215917\% & 2.044049 \\ + 170 & 0.000000\% & -- \\ + 200 & 3.606796\% & 4.139724 \\ + 205 & 0.000000\% & -- \\ + 210 & 0.000000\% & -- \\ + 214 & 0.000000\% & -- \\ + 215 & 0.000000\% & -- \\ + 360 & 4.367418\% & 2.061085 \\ + 450 & 1.512578\% & 1.066014 \\ +\bottomrule +\end{tabular} + +} +\taskslowdown{Cluster D}{ +\begin{tabular}{rrr} +\toprule + \textbf{Priority} & \textbf{\% finished tasks} & \textbf{Mean slowdown} \\ +\midrule + 0 & 26.522899\% & 1.116002 \\ + 5 & 0.000000\% & -- \\ + 25 & 16.293068\% & 65.676400 \\ + 100 & 0.000000\% & -- \\ + 101 & 45.314870\% & 315.954065 \\ + 103 & 0.004540\% & 1.065721 \\ + 105 & 0.051712\% & 2.897040 \\ + 107 & 0.000350\% & 1.551354 \\ + 114 & 0.000000\% & -- \\ + 115 & 5.189033\% & 2.186562 \\ + 116 & 0.126154\% & 1.278510 \\ + 117 & 85.714286\% & 1.000000 \\ + 118 & 0.054055\% & 2.048749 \\ + 119 & 0.441844\% & 3.020486 \\ + 197 & 0.000000\% & -- \\ + 199 & 0.000000\% & -- \\ + 200 & 6.528759\% & 5.514350 \\ + 205 & 0.000000\% & -- \\ + 210 & 0.000000\% & -- \\ + 214 & 0.000000\% & -- \\ + 215 & 0.000000\% & -- \\ + 360 & 1.594977\% & 2.476706 \\ + 450 & 0.611145\% & 1.330248 \\ +\bottomrule +\end{tabular} + +} +\taskslowdown{Cluster E}{ +\begin{tabular}{rrr} +\toprule + \textbf{Priority} & \textbf{\% finished tasks} & \textbf{Mean slowdown} \\ +\midrule + 0 & 42.805214\% & 1.439544 \\ + 25 & 5.344531\% & 2.676136 \\ + 100 & 0.000000\% & -- \\ + 101 & 0.015918\% & 1.122507 \\ + 103 & 0.021660\% & 3.163046 \\ + 105 & 0.404803\% & 14.750313 \\ + 107 & 0.000000\% & -- \\ + 114 & 0.000000\% & -- \\ + 115 & 0.027326\% & 1.000000 \\ + 116 & 0.000000\% & -- \\ + 117 & 0.000000\% & -- \\ + 118 & 0.000000\% & -- \\ + 119 & 0.458256\% & 10.310893 \\ + 170 & 0.000000\% & -- \\ + 200 & 1.959258\% & 8.535722 \\ + 201 & 0.000000\% & -- \\ + 205 & 0.000000\% & -- \\ + 210 & 0.000000\% & -- \\ + 215 & 0.000000\% & -- \\ + 220 & 0.000000\% & -- \\ + 360 & 37.157031\% & 2.873243 \\ + 450 & 0.548458\% & 1.113283 \\ +\bottomrule +\end{tabular} + +} +\taskslowdown{Cluster F}{ +\begin{tabular}{rrr} +\toprule + \textbf{Priority} & \textbf{\% finished tasks} & \textbf{Mean slowdown} \\ +\midrule + 0 & 45.208221\% & 1.088162 \\ + 25 & 0.647505\% & 2.230960 \\ + 100 & 0.000000\% & -- \\ + 101 & 40.296631\% & 323.858714 \\ + 103 & 0.058418\% & 1.167347 \\ + 105 & 0.222372\% & 1.550453 \\ + 107 & 0.060860\% & 1.012727 \\ + 114 & 0.006958\% & 1.000000 \\ + 115 & 3.647104\% & 5.094215 \\ + 116 & 0.000000\% & -- \\ + 117 & 0.000086\% & 1.000000 \\ + 118 & 0.002082\% & 1.000000 \\ + 119 & 31.354662\% & 7.608799 \\ + 200 & 3.653528\% & 5.943247 \\ + 201 & 0.000000\% & -- \\ + 360 & 7.424790\% & 2.171524 \\ + 450 & 0.992623\% & 1.021053 \\ +\bottomrule +\end{tabular} + +} +\taskslowdown{Cluster G}{ +\begin{tabular}{rrr} +\toprule + \textbf{Priority} & \textbf{\% finished tasks} & \textbf{Mean slowdown} \\ +\midrule + 0 & 33.612201\% & 1.138988 \\ + 25 & 0.233338\% & 8.692558 \\ + 50 & 0.000000\% & -- \\ + 100 & 0.000000\% & -- \\ + 101 & 96.470338\% & 19.378523 \\ + 103 & 0.032539\% & 1.271282 \\ + 105 & 0.196286\% & 1.000738 \\ + 107 & 0.000000\% & -- \\ + 114 & 0.000000\% & -- \\ + 115 & 7.633588\% & 1.802068 \\ + 117 & 0.000000\% & -- \\ + 118 & 48.969072\% & 3.877102 \\ + 119 & 0.085944\% & 3.166077 \\ + 170 & 0.000000\% & -- \\ + 200 & 26.747126\% & 14.573912 \\ + 360 & 1.618878\% & 2.119524 \\ + 450 & 2.737219\% & 1.036927 \\ +\bottomrule +\end{tabular} + +} +\taskslowdown{Cluster H}{ +\begin{tabular}{rrr} +\toprule + \textbf{Priority} & \textbf{\% finished tasks} & \textbf{Mean slowdown} \\ +\midrule + 0 & 27.744380\% & 1.122458 \\ + 19 & 0.000000\% & -- \\ + 25 & 1.042767\% & 3.064188 \\ + 101 & 100.000000\% & 76.438090 \\ + 103 & 0.481256\% & 1.262067 \\ + 105 & 1.427256\% & 4.205547 \\ + 107 & 0.000000\% & -- \\ + 115 & 5.122494\% & 1.000000 \\ + 116 & 1.035309\% & 73.447995 \\ + 117 & 0.000050\% & 1.000000 \\ + 118 & 1.003331\% & 1.947121 \\ + 119 & 0.145214\% & 7.301093 \\ + 200 & 2.702770\% & 5.798142 \\ + 201 & 0.000000\% & -- \\ + 220 & 0.000000\% & -- \\ + 360 & 4.425746\% & 2.018441 \\ + 450 & 0.535389\% & 1.054678 \\ +\bottomrule +\end{tabular}} +\caption{Mean task slowdown for each cluster and each task priority} +\end{figure} diff --git a/task_slowdown/task_slowdown_table.ipynb b/task_slowdown/task_slowdown_table.ipynb index ef2e4a69..459657d5 100644 --- a/task_slowdown/task_slowdown_table.ipynb +++ b/task_slowdown/task_slowdown_table.ipynb @@ -2,7 +2,6 @@ "cells": [ { "cell_type": "markdown", - "id": "handy-organization", "metadata": {}, "source": [ "# Task slowdown" @@ -11,7 +10,6 @@ { "cell_type": "code", "execution_count": 2, - "id": "guided-excellence", "metadata": {}, "outputs": [], "source": [ @@ -27,7 +25,6 @@ }, { "cell_type": "markdown", - "id": "august-lobby", "metadata": {}, "source": [ "### Legend for columns:\n", @@ -46,3673 +43,283 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "revised-mediterranean", + "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Cluster a:\n" + "\\taskslowdown{Cluster A}{\n", + "\\begin{tabular}{rrr}\n", + "\\toprule\n", + " priority & finished\\% & m\\_slow\\_2 \\\\\n", + "\\midrule\n", + " -1 & 10.620113 & 1.097556 \\\\\n", + " 24 & 0.000000 & NaN \\\\\n", + " 25 & 0.333054 & 82.973285 \\\\\n", + " 100 & 0.000000 & NaN \\\\\n", + " 101 & 81.917703 & 30.798089 \\\\\n", + " 102 & 0.000000 & NaN \\\\\n", + " 103 & 14.990678 & 1.130579 \\\\\n", + " 105 & 57.678214 & 1.078733 \\\\\n", + " 107 & 53.926543 & 1.016187 \\\\\n", + " 114 & 0.000000 & NaN \\\\\n", + " 115 & 4.108501 & 1.004324 \\\\\n", + " 116 & 13.045304 & 1.032749 \\\\\n", + " 117 & 0.000000 & NaN \\\\\n", + " 118 & 11.907081 & 1.003494 \\\\\n", + " 119 & 21.264583 & 1.504923 \\\\\n", + " 170 & 0.000000 & NaN \\\\\n", + " 200 & 27.211754 & 4.116760 \\\\\n", + " 205 & 0.000000 & NaN \\\\\n", + " 210 & 0.000000 & NaN \\\\\n", + " 214 & 0.000000 & NaN \\\\\n", + " 215 & 0.000000 & NaN \\\\\n", + " 360 & 0.616372 & 2.924018 \\\\\n", + " 400 & 0.000000 & NaN \\\\\n", + " 450 & 2.203423 & 1.142450 \\\\\n", + " 500 & 0.000000 & NaN \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n", + "}\n", + "\\taskslowdown{Cluster B}{\n", + "\\begin{tabular}{rrr}\n", + "\\toprule\n", + " priority & finished\\% & m\\_slow\\_2 \\\\\n", + "\\midrule\n", + " 0 & 45.193049 & 1.176397 \\\\\n", + " 25 & 0.018094 & 133.481864 \\\\\n", + " 80 & 0.000000 & NaN \\\\\n", + " 100 & 0.000000 & NaN \\\\\n", + " 101 & 66.479321 & 433.414195 \\\\\n", + " 103 & 0.106377 & 1.645114 \\\\\n", + " 105 & 0.463292 & 2.408090 \\\\\n", + " 107 & 0.000000 & NaN \\\\\n", + " 114 & 0.676897 & 1.003422 \\\\\n", + " 115 & 4.117647 & 5.916852 \\\\\n", + " 116 & 8.316438 & 1.109652 \\\\\n", + " 117 & 0.000000 & NaN \\\\\n", + " 118 & 0.311290 & 1.000000 \\\\\n", + " 119 & 0.195997 & 2.555160 \\\\\n", + " 170 & 0.000000 & NaN \\\\\n", + " 199 & 0.000000 & NaN \\\\\n", + " 200 & 30.916717 & 9.707524 \\\\\n", + " 205 & 0.000000 & NaN \\\\\n", + " 210 & 0.000000 & NaN \\\\\n", + " 214 & 0.000000 & NaN \\\\\n", + " 215 & 0.000000 & NaN \\\\\n", + " 360 & 3.502999 & 1.612147 \\\\\n", + " 450 & 0.612913 & 1.057515 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n", + "}\n", + "\\taskslowdown{Cluster C}{\n", + "\\begin{tabular}{rrr}\n", + "\\toprule\n", + " priority & finished\\% & m\\_slow\\_2 \\\\\n", + "\\midrule\n", + " 0 & 50.887820 & 1.105787 \\\\\n", + " 3 & 0.000000 & NaN \\\\\n", + " 10 & 0.000000 & NaN \\\\\n", + " 25 & 22.468276 & 8.191258 \\\\\n", + " 100 & 0.000000 & NaN \\\\\n", + " 101 & 52.628263 & 421.490544 \\\\\n", + " 103 & 0.005336 & 2.794339 \\\\\n", + " 105 & 0.023521 & 1.372291 \\\\\n", + " 107 & 0.000245 & 14.708268 \\\\\n", + " 114 & 0.022221 & 1.011266 \\\\\n", + " 115 & 0.281832 & 1.980743 \\\\\n", + " 116 & 0.013836 & 1.022119 \\\\\n", + " 117 & 93.165468 & 1.000000 \\\\\n", + " 118 & 0.004137 & 1.100009 \\\\\n", + " 119 & 2.215917 & 2.044049 \\\\\n", + " 170 & 0.000000 & NaN \\\\\n", + " 200 & 3.606796 & 4.139724 \\\\\n", + " 205 & 0.000000 & NaN \\\\\n", + " 210 & 0.000000 & NaN \\\\\n", + " 214 & 0.000000 & NaN \\\\\n", + " 215 & 0.000000 & NaN \\\\\n", + " 360 & 4.367418 & 2.061085 \\\\\n", + " 450 & 1.512578 & 1.066014 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n", + "}\n", + "\\taskslowdown{Cluster D}{\n", + "\\begin{tabular}{rrr}\n", + "\\toprule\n", + " priority & finished\\% & m\\_slow\\_2 \\\\\n", + "\\midrule\n", + " 0 & 26.522899 & 1.116002 \\\\\n", + " 5 & 0.000000 & NaN \\\\\n", + " 25 & 16.293068 & 65.676400 \\\\\n", + " 100 & 0.000000 & NaN \\\\\n", + " 101 & 45.314870 & 315.954065 \\\\\n", + " 103 & 0.004540 & 1.065721 \\\\\n", + " 105 & 0.051712 & 2.897040 \\\\\n", + " 107 & 0.000350 & 1.551354 \\\\\n", + " 114 & 0.000000 & NaN \\\\\n", + " 115 & 5.189033 & 2.186562 \\\\\n", + " 116 & 0.126154 & 1.278510 \\\\\n", + " 117 & 85.714286 & 1.000000 \\\\\n", + " 118 & 0.054055 & 2.048749 \\\\\n", + " 119 & 0.441844 & 3.020486 \\\\\n", + " 197 & 0.000000 & NaN \\\\\n", + " 199 & 0.000000 & NaN \\\\\n", + " 200 & 6.528759 & 5.514350 \\\\\n", + " 205 & 0.000000 & NaN \\\\\n", + " 210 & 0.000000 & NaN \\\\\n", + " 214 & 0.000000 & NaN \\\\\n", + " 215 & 0.000000 & NaN \\\\\n", + " 360 & 1.594977 & 2.476706 \\\\\n", + " 450 & 0.611145 & 1.330248 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n", + "}\n", + "\\taskslowdown{Cluster E}{\n", + "\\begin{tabular}{rrr}\n", + "\\toprule\n", + " priority & finished\\% & m\\_slow\\_2 \\\\\n", + "\\midrule\n", + " 0 & 42.805214 & 1.439544 \\\\\n", + " 25 & 5.344531 & 2.676136 \\\\\n", + " 100 & 0.000000 & NaN \\\\\n", + " 101 & 0.015918 & 1.122507 \\\\\n", + " 103 & 0.021660 & 3.163046 \\\\\n", + " 105 & 0.404803 & 14.750313 \\\\\n", + " 107 & 0.000000 & NaN \\\\\n", + " 114 & 0.000000 & NaN \\\\\n", + " 115 & 0.027326 & 1.000000 \\\\\n", + " 116 & 0.000000 & NaN \\\\\n", + " 117 & 0.000000 & NaN \\\\\n", + " 118 & 0.000000 & NaN \\\\\n", + " 119 & 0.458256 & 10.310893 \\\\\n", + " 170 & 0.000000 & NaN \\\\\n", + " 200 & 1.959258 & 8.535722 \\\\\n", + " 201 & 0.000000 & NaN \\\\\n", + " 205 & 0.000000 & NaN \\\\\n", + " 210 & 0.000000 & NaN \\\\\n", + " 215 & 0.000000 & NaN \\\\\n", + " 220 & 0.000000 & NaN \\\\\n", + " 360 & 37.157031 & 2.873243 \\\\\n", + " 450 & 0.548458 & 1.113283 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n", + "}\n", + "\\taskslowdown{Cluster F}{\n", + "\\begin{tabular}{rrr}\n", + "\\toprule\n", + " priority & finished\\% & m\\_slow\\_2 \\\\\n", + "\\midrule\n", + " 0 & 45.208221 & 1.088162 \\\\\n", + " 25 & 0.647505 & 2.230960 \\\\\n", + " 100 & 0.000000 & NaN \\\\\n", + " 101 & 40.296631 & 323.858714 \\\\\n", + " 103 & 0.058418 & 1.167347 \\\\\n", + " 105 & 0.222372 & 1.550453 \\\\\n", + " 107 & 0.060860 & 1.012727 \\\\\n", + " 114 & 0.006958 & 1.000000 \\\\\n", + " 115 & 3.647104 & 5.094215 \\\\\n", + " 116 & 0.000000 & NaN \\\\\n", + " 117 & 0.000086 & 1.000000 \\\\\n", + " 118 & 0.002082 & 1.000000 \\\\\n", + " 119 & 31.354662 & 7.608799 \\\\\n", + " 200 & 3.653528 & 5.943247 \\\\\n", + " 201 & 0.000000 & NaN \\\\\n", + " 360 & 7.424790 & 2.171524 \\\\\n", + " 450 & 0.992623 & 1.021053 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n", + "}\n", + "\\taskslowdown{Cluster G}{\n", + "\\begin{tabular}{rrr}\n", + "\\toprule\n", + " priority & finished\\% & m\\_slow\\_2 \\\\\n", + "\\midrule\n", + " 0 & 33.612201 & 1.138988 \\\\\n", + " 25 & 0.233338 & 8.692558 \\\\\n", + " 50 & 0.000000 & NaN \\\\\n", + " 100 & 0.000000 & NaN \\\\\n", + " 101 & 96.470338 & 19.378523 \\\\\n", + " 103 & 0.032539 & 1.271282 \\\\\n", + " 105 & 0.196286 & 1.000738 \\\\\n", + " 107 & 0.000000 & NaN \\\\\n", + " 114 & 0.000000 & NaN \\\\\n", + " 115 & 7.633588 & 1.802068 \\\\\n", + " 117 & 0.000000 & NaN \\\\\n", + " 118 & 48.969072 & 3.877102 \\\\\n", + " 119 & 0.085944 & 3.166077 \\\\\n", + " 170 & 0.000000 & NaN \\\\\n", + " 200 & 26.747126 & 14.573912 \\\\\n", + " 360 & 1.618878 & 2.119524 \\\\\n", + " 450 & 2.737219 & 1.036927 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n", + "}\n", + "\\taskslowdown{Cluster H}{\n", + "\\begin{tabular}{rrr}\n", + "\\toprule\n", + " priority & finished\\% & m\\_slow\\_2 \\\\\n", + "\\midrule\n", + " 0 & 27.744380 & 1.122458 \\\\\n", + " 19 & 0.000000 & NaN \\\\\n", + " 25 & 1.042767 & 3.064188 \\\\\n", + " 101 & 100.000000 & 76.438090 \\\\\n", + " 103 & 0.481256 & 1.262067 \\\\\n", + " 105 & 1.427256 & 4.205547 \\\\\n", + " 107 & 0.000000 & NaN \\\\\n", + " 115 & 5.122494 & 1.000000 \\\\\n", + " 116 & 1.035309 & 73.447995 \\\\\n", + " 117 & 0.000050 & 1.000000 \\\\\n", + " 118 & 1.003331 & 1.947121 \\\\\n", + " 119 & 0.145214 & 7.301093 \\\\\n", + " 200 & 2.702770 & 5.798142 \\\\\n", + " 201 & 0.000000 & NaN \\\\\n", + " 220 & 0.000000 & NaN \\\\\n", + " 360 & 4.425746 & 2.018441 \\\\\n", + " 450 & 0.535389 & 1.054678 \\\\\n", + "\\bottomrule\n", + "\\end{tabular}\n", + "\n", + "}\n" ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Unnamed: 0priorityn_fshn_nonfinished%c_zero_ends_lastm_lasts_allm_alls_slowm_slowm_slow_2
00-149921042013990.1062010.03.906499e+147.826006e+084.287602e+145.927146e+086.317847e+051.265673e+001.097556
1124040.000000NaNNaNNaNNaNNaNNaNNaNNaN
2225171511720.0033310.09.865622e+115.769370e+098.185831e+131.203020e+099.298476e+055.437705e+0382.973285
33100095280.000000NaNNaNNaNNaNNaNNaNNaNNaN
44101125339276670.8191770.07.934233e+156.330522e+102.443592e+176.345536e+091.649199e+131.315854e+0830.798089
55102089920.000000NaNNaNNaNNaNNaNNaNNaNNaN
66103140688279781640.1499070.04.323773e+153.074344e+094.888366e+153.032797e+091.650518e+131.173572e+071.130579
7710524095559176802820.5767820.04.014175e+161.666129e+094.330222e+161.749708e+091.650779e+136.851743e+051.078733
88107505637043200330.5392650.05.167496e+151.021995e+095.251141e+151.030654e+091.650779e+133.264806e+061.016187
991140541270.000000NaNNaNNaNNaNNaNNaNNaNNaN
101011551711206900.0410850.01.055055e+132.040726e+091.059617e+132.042044e+091.650779e+133.192996e+091.004324
111111617115411408430.1304530.07.603199e+144.443119e+097.852192e+144.443447e+091.650779e+139.646740e+071.032749
12121170895600.000000NaNNaNNaNNaNNaNNaNNaNNaN
1313118707675235600.1190710.01.282456e+141.816612e+091.286936e+141.814017e+091.650779e+132.338347e+081.003494
14141191581535855860.2126460.03.558131e+142.250102e+095.354711e+142.877438e+091.740399e+131.100599e+081.504923
151517001090.000000NaNNaNNaNNaNNaNNaNNaNNaN
1616200181227148476120.2721180.08.227217e+154.545547e+093.386948e+161.684469e+101.651621e+149.125228e+074.116760
17172050213340.000000NaNNaNNaNNaNNaNNaNNaNNaN
1818210011690.000000NaNNaNNaNNaNNaNNaNNaNNaN
1919214013900.000000NaNNaNNaNNaNNaNNaNNaNNaN
2020215011690.000000NaNNaNNaNNaNNaNNaNNaNNaN
21213608051297980.0061640.03.959197e+145.141815e+111.157676e+154.005801e+111.652857e+142.146568e+112.924018
22224000750.000000NaNNaNNaNNaNNaNNaNNaNNaN
232345011249710.0220340.01.373633e+136.868166e+111.569307e+136.538778e+111.652857e+148.264285e+121.142450
24245000750.000000NaNNaNNaNNaNNaNNaNNaNNaN
\n", - "
" - ], - "text/plain": [ - " Unnamed: 0 priority n_fsh n_non finished% c_zero_end \\\n", - "0 0 -1 499210 4201399 0.106201 0.0 \n", - "1 1 24 0 4 0.000000 NaN \n", - "2 2 25 171 51172 0.003331 0.0 \n", - "3 3 100 0 9528 0.000000 NaN \n", - "4 4 101 125339 27667 0.819177 0.0 \n", - "5 5 102 0 8992 0.000000 NaN \n", - "6 6 103 1406882 7978164 0.149907 0.0 \n", - "7 7 105 24095559 17680282 0.576782 0.0 \n", - "8 8 107 5056370 4320033 0.539265 0.0 \n", - "9 9 114 0 54127 0.000000 NaN \n", - "10 10 115 5171 120690 0.041085 0.0 \n", - "11 11 116 171154 1140843 0.130453 0.0 \n", - "12 12 117 0 89560 0.000000 NaN \n", - "13 13 118 70767 523560 0.119071 0.0 \n", - "14 14 119 158153 585586 0.212646 0.0 \n", - "15 15 170 0 109 0.000000 NaN \n", - "16 16 200 1812271 4847612 0.272118 0.0 \n", - "17 17 205 0 21334 0.000000 NaN \n", - "18 18 210 0 1169 0.000000 NaN \n", - "19 19 214 0 1390 0.000000 NaN \n", - "20 20 215 0 1169 0.000000 NaN \n", - "21 21 360 805 129798 0.006164 0.0 \n", - "22 22 400 0 75 0.000000 NaN \n", - "23 23 450 112 4971 0.022034 0.0 \n", - "24 24 500 0 75 0.000000 NaN \n", - "\n", - " s_last m_last s_all m_all s_slow \\\n", - "0 3.906499e+14 7.826006e+08 4.287602e+14 5.927146e+08 6.317847e+05 \n", - "1 NaN NaN NaN NaN NaN \n", - "2 9.865622e+11 5.769370e+09 8.185831e+13 1.203020e+09 9.298476e+05 \n", - "3 NaN NaN NaN NaN NaN \n", - "4 7.934233e+15 6.330522e+10 2.443592e+17 6.345536e+09 1.649199e+13 \n", - "5 NaN NaN NaN NaN NaN \n", - "6 4.323773e+15 3.074344e+09 4.888366e+15 3.032797e+09 1.650518e+13 \n", - "7 4.014175e+16 1.666129e+09 4.330222e+16 1.749708e+09 1.650779e+13 \n", - "8 5.167496e+15 1.021995e+09 5.251141e+15 1.030654e+09 1.650779e+13 \n", - "9 NaN NaN NaN NaN NaN \n", - "10 1.055055e+13 2.040726e+09 1.059617e+13 2.042044e+09 1.650779e+13 \n", - "11 7.603199e+14 4.443119e+09 7.852192e+14 4.443447e+09 1.650779e+13 \n", - "12 NaN NaN NaN NaN NaN \n", - "13 1.282456e+14 1.816612e+09 1.286936e+14 1.814017e+09 1.650779e+13 \n", - "14 3.558131e+14 2.250102e+09 5.354711e+14 2.877438e+09 1.740399e+13 \n", - "15 NaN NaN NaN NaN NaN \n", - "16 8.227217e+15 4.545547e+09 3.386948e+16 1.684469e+10 1.651621e+14 \n", - "17 NaN NaN NaN NaN NaN \n", - "18 NaN NaN NaN NaN NaN \n", - "19 NaN NaN NaN NaN NaN \n", - "20 NaN NaN NaN NaN NaN \n", - "21 3.959197e+14 5.141815e+11 1.157676e+15 4.005801e+11 1.652857e+14 \n", - "22 NaN NaN NaN NaN NaN \n", - "23 1.373633e+13 6.868166e+11 1.569307e+13 6.538778e+11 1.652857e+14 \n", - "24 NaN NaN NaN NaN NaN \n", - "\n", - " m_slow m_slow_2 \n", - "0 1.265673e+00 1.097556 \n", - "1 NaN NaN \n", - "2 5.437705e+03 82.973285 \n", - "3 NaN NaN \n", - "4 1.315854e+08 30.798089 \n", - "5 NaN NaN \n", - "6 1.173572e+07 1.130579 \n", - "7 6.851743e+05 1.078733 \n", - "8 3.264806e+06 1.016187 \n", - "9 NaN NaN \n", - "10 3.192996e+09 1.004324 \n", - "11 9.646740e+07 1.032749 \n", - "12 NaN NaN \n", - "13 2.338347e+08 1.003494 \n", - "14 1.100599e+08 1.504923 \n", - "15 NaN NaN \n", - "16 9.125228e+07 4.116760 \n", - "17 NaN NaN \n", - "18 NaN NaN \n", - "19 NaN NaN \n", - "20 NaN NaN \n", - "21 2.146568e+11 2.924018 \n", - "22 NaN NaN \n", - "23 8.264285e+12 1.142450 \n", - "24 NaN NaN " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cluster b:\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Unnamed: 0priorityn_fshn_nonfinished%c_zero_ends_lastm_lasts_allm_alls_slowm_slowm_slow_2
00028120567341026460.4519300.03.799640e+161.351419e+094.469884e+161.466778e+091.456543e+125.180489e+041.176397
1125191049880.0001810.02.032227e+111.069593e+102.712655e+134.121323e+091.456543e+127.666016e+10133.481864
2280010.000000NaNNaNNaNNaNNaNNaNNaNNaN
331000872310.000000NaNNaNNaNNaNNaNNaNNaNNaN
4410125076126440.6647930.01.521911e+146.069194e+096.596179e+165.401534e+091.758002e+127.010696e+07433.414195
5510316512155056050.0010640.03.207110e+141.942996e+105.276062e+141.489656e+101.767936e+121.071087e+081.645114
661051094523514950.0046330.01.022630e+169.344209e+112.462585e+163.924313e+111.768020e+121.615515e+082.408090
7710705013800.000000NaNNaNNaNNaNNaNNaNNaNNaN
8811419992933190.0067690.06.586472e+133.294884e+106.609009e+133.047031e+101.768020e+128.844522e+081.003422
9911519645640.0411760.04.886710e+122.558487e+102.891394e+131.070887e+112.151127e+121.126245e+105.916852
101011621596723809020.0831640.06.325603e+152.928995e+107.019217e+152.901750e+102.285561e+121.058301e+071.109652
1111117018490.000000NaNNaNNaNNaNNaNNaNNaNNaN
12121183941261760.00311312.01.068751e+122.775978e+091.068751e+122.775978e+092.285561e+125.936521e+091.000000
1313119108549950.0019600.02.085274e+131.930809e+115.328207e+133.044690e+112.285562e+122.116261e+102.555160
14141700140.000000NaNNaNNaNNaNNaNNaNNaNNaN
15151990144740.000000NaNNaNNaNNaNNaNNaNNaNNaN
1616200913962042240.30916768.01.668931e+161.826044e+111.620119e+174.663286e+115.237700e+155.730776e+109.707524
17172050358220.000000NaNNaNNaNNaNNaNNaNNaNNaN
1818210018690.000000NaNNaNNaNNaNNaNNaNNaNNaN
191921404000.000000NaNNaNNaNNaNNaNNaNNaNNaN
2020215018690.000000NaNNaNNaNNaNNaNNaNNaNNaN
21213601203331390.0350300.01.261039e+151.048245e+122.032980e+154.951241e+115.237700e+154.353865e+121.612147
2222450174282150.0061290.02.748099e+141.579367e+122.906155e+141.529555e+125.237700e+153.010172e+131.057515
\n", - "
" - ], - "text/plain": [ - " Unnamed: 0 priority n_fsh n_non finished% c_zero_end \\\n", - "0 0 0 28120567 34102646 0.451930 0.0 \n", - "1 1 25 19 104988 0.000181 0.0 \n", - "2 2 80 0 1 0.000000 NaN \n", - "3 3 100 0 87231 0.000000 NaN \n", - "4 4 101 25076 12644 0.664793 0.0 \n", - "5 5 103 16512 15505605 0.001064 0.0 \n", - "6 6 105 10945 2351495 0.004633 0.0 \n", - "7 7 107 0 501380 0.000000 NaN \n", - "8 8 114 1999 293319 0.006769 0.0 \n", - "9 9 115 196 4564 0.041176 0.0 \n", - "10 10 116 215967 2380902 0.083164 0.0 \n", - "11 11 117 0 1849 0.000000 NaN \n", - "12 12 118 394 126176 0.003113 12.0 \n", - "13 13 119 108 54995 0.001960 0.0 \n", - "14 14 170 0 14 0.000000 NaN \n", - "15 15 199 0 14474 0.000000 NaN \n", - "16 16 200 91396 204224 0.309167 68.0 \n", - "17 17 205 0 35822 0.000000 NaN \n", - "18 18 210 0 1869 0.000000 NaN \n", - "19 19 214 0 400 0.000000 NaN \n", - "20 20 215 0 1869 0.000000 NaN \n", - "21 21 360 1203 33139 0.035030 0.0 \n", - "22 22 450 174 28215 0.006129 0.0 \n", - "\n", - " s_last m_last s_all m_all s_slow \\\n", - "0 3.799640e+16 1.351419e+09 4.469884e+16 1.466778e+09 1.456543e+12 \n", - "1 2.032227e+11 1.069593e+10 2.712655e+13 4.121323e+09 1.456543e+12 \n", - "2 NaN NaN NaN NaN NaN \n", - "3 NaN NaN NaN NaN NaN \n", - "4 1.521911e+14 6.069194e+09 6.596179e+16 5.401534e+09 1.758002e+12 \n", - "5 3.207110e+14 1.942996e+10 5.276062e+14 1.489656e+10 1.767936e+12 \n", - "6 1.022630e+16 9.344209e+11 2.462585e+16 3.924313e+11 1.768020e+12 \n", - "7 NaN NaN NaN NaN NaN \n", - "8 6.586472e+13 3.294884e+10 6.609009e+13 3.047031e+10 1.768020e+12 \n", - "9 4.886710e+12 2.558487e+10 2.891394e+13 1.070887e+11 2.151127e+12 \n", - "10 6.325603e+15 2.928995e+10 7.019217e+15 2.901750e+10 2.285561e+12 \n", - "11 NaN NaN NaN NaN NaN \n", - "12 1.068751e+12 2.775978e+09 1.068751e+12 2.775978e+09 2.285561e+12 \n", - "13 2.085274e+13 1.930809e+11 5.328207e+13 3.044690e+11 2.285562e+12 \n", - "14 NaN NaN NaN NaN NaN \n", - "15 NaN NaN NaN NaN NaN \n", - "16 1.668931e+16 1.826044e+11 1.620119e+17 4.663286e+11 5.237700e+15 \n", - "17 NaN NaN NaN NaN NaN \n", - "18 NaN NaN NaN NaN NaN \n", - "19 NaN NaN NaN NaN NaN \n", - "20 NaN NaN NaN NaN NaN \n", - "21 1.261039e+15 1.048245e+12 2.032980e+15 4.951241e+11 5.237700e+15 \n", - "22 2.748099e+14 1.579367e+12 2.906155e+14 1.529555e+12 5.237700e+15 \n", - "\n", - " m_slow m_slow_2 \n", - "0 5.180489e+04 1.176397 \n", - "1 7.666016e+10 133.481864 \n", - "2 NaN NaN \n", - "3 NaN NaN \n", - "4 7.010696e+07 433.414195 \n", - "5 1.071087e+08 1.645114 \n", - "6 1.615515e+08 2.408090 \n", - "7 NaN NaN \n", - "8 8.844522e+08 1.003422 \n", - "9 1.126245e+10 5.916852 \n", - "10 1.058301e+07 1.109652 \n", - "11 NaN NaN \n", - "12 5.936521e+09 1.000000 \n", - "13 2.116261e+10 2.555160 \n", - "14 NaN NaN \n", - "15 NaN NaN \n", - "16 5.730776e+10 9.707524 \n", - "17 NaN NaN \n", - "18 NaN NaN \n", - "19 NaN NaN \n", - "20 NaN NaN \n", - "21 4.353865e+12 1.612147 \n", - "22 3.010172e+13 1.057515 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cluster c:\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Unnamed: 0priorityn_fshn_nonfinished%c_zero_ends_lastm_lasts_allm_alls_slowm_slowm_slow_2
0001060137131023145530.5088784.09.890267e+169.330286e+081.093652e+171.001823e+096.123674e+125.776956e+041.105787
113030.000000NaNNaNNaNNaNNaNNaNNaNNaN
2210030.000000NaNNaNNaNNaNNaNNaNNaNNaN
332590331160.2246830.01.546669e+141.712812e+111.266916e+154.551425e+091.564663e+131.732739e+108.191258
4410008270.000000NaNNaNNaNNaNNaNNaNNaNNaN
5510125060225570.5262830.01.571517e+146.271016e+096.623794e+162.497980e+091.629883e+136.503923e+08421.490544
661032437456653400.000053219.05.831405e+123.343696e+091.629492e+137.444003e+091.670900e+139.580850e+092.794339
771058972381356220.0002358.01.077840e+161.202141e+121.479109e+168.637638e+111.670917e+131.863615e+091.372291
8810727110267070.0000020.01.898978e+117.033253e+092.793068e+129.310227e+101.714303e+136.349270e+1114.708268
9911422310033390.0002220.07.021014e+113.148437e+097.100114e+113.141643e+091.714303e+137.687457e+101.011266
10101153531248990.0028181.05.184592e+121.472896e+101.026934e+132.716758e+101.715451e+134.873442e+101.980743
111111653638734040.0001380.01.525622e+122.846309e+091.559367e+122.850762e+091.715451e+133.200469e+101.022119
1212117259190.9316550.05.530792e+112.143718e+095.530792e+112.143718e+091.715451e+136.649037e+101.000000
13131189823686210.0000410.01.091897e+111.114181e+091.201097e+111.112127e+091.715451e+131.750461e+111.100009
14141191523672070.0221590.08.738064e+145.737402e+111.786103e+152.424465e+114.909867e+133.223813e+102.044049
15151700300.000000NaNNaNNaNNaNNaNNaNNaNNaN
16162004008610713160.03606896.01.413303e+163.526030e+115.850686e+163.579934e+112.504408e+146.248212e+094.139724
1717205025600.000000NaNNaNNaNNaNNaNNaNNaNNaN
181821001600.000000NaNNaNNaNNaNNaNNaNNaNNaN
1919214025600.000000NaNNaNNaNNaNNaNNaNNaNNaN
202021501600.000000NaNNaNNaNNaNNaNNaNNaNNaN
21213601764386260.0436743.01.357018e+157.692844e+112.796929e+154.420624e+112.520519e+141.428865e+112.061085
2222450472307330.0151260.06.561625e+141.390175e+126.994786e+141.319771e+122.520519e+145.340082e+111.066014
\n", - "
" - ], - "text/plain": [ - " Unnamed: 0 priority n_fsh n_non finished% c_zero_end \\\n", - "0 0 0 106013713 102314553 0.508878 4.0 \n", - "1 1 3 0 3 0.000000 NaN \n", - "2 2 10 0 3 0.000000 NaN \n", - "3 3 25 903 3116 0.224683 0.0 \n", - "4 4 100 0 827 0.000000 NaN \n", - "5 5 101 25060 22557 0.526283 0.0 \n", - "6 6 103 2437 45665340 0.000053 219.0 \n", - "7 7 105 8972 38135622 0.000235 8.0 \n", - "8 8 107 27 11026707 0.000002 0.0 \n", - "9 9 114 223 1003339 0.000222 0.0 \n", - "10 10 115 353 124899 0.002818 1.0 \n", - "11 11 116 536 3873404 0.000138 0.0 \n", - "12 12 117 259 19 0.931655 0.0 \n", - "13 13 118 98 2368621 0.000041 0.0 \n", - "14 14 119 1523 67207 0.022159 0.0 \n", - "15 15 170 0 30 0.000000 NaN \n", - "16 16 200 40086 1071316 0.036068 96.0 \n", - "17 17 205 0 2560 0.000000 NaN \n", - "18 18 210 0 160 0.000000 NaN \n", - "19 19 214 0 2560 0.000000 NaN \n", - "20 20 215 0 160 0.000000 NaN \n", - "21 21 360 1764 38626 0.043674 3.0 \n", - "22 22 450 472 30733 0.015126 0.0 \n", - "\n", - " s_last m_last s_all m_all s_slow \\\n", - "0 9.890267e+16 9.330286e+08 1.093652e+17 1.001823e+09 6.123674e+12 \n", - "1 NaN NaN NaN NaN NaN \n", - "2 NaN NaN NaN NaN NaN \n", - "3 1.546669e+14 1.712812e+11 1.266916e+15 4.551425e+09 1.564663e+13 \n", - "4 NaN NaN NaN NaN NaN \n", - "5 1.571517e+14 6.271016e+09 6.623794e+16 2.497980e+09 1.629883e+13 \n", - "6 5.831405e+12 3.343696e+09 1.629492e+13 7.444003e+09 1.670900e+13 \n", - "7 1.077840e+16 1.202141e+12 1.479109e+16 8.637638e+11 1.670917e+13 \n", - "8 1.898978e+11 7.033253e+09 2.793068e+12 9.310227e+10 1.714303e+13 \n", - "9 7.021014e+11 3.148437e+09 7.100114e+11 3.141643e+09 1.714303e+13 \n", - "10 5.184592e+12 1.472896e+10 1.026934e+13 2.716758e+10 1.715451e+13 \n", - "11 1.525622e+12 2.846309e+09 1.559367e+12 2.850762e+09 1.715451e+13 \n", - "12 5.530792e+11 2.143718e+09 5.530792e+11 2.143718e+09 1.715451e+13 \n", - "13 1.091897e+11 1.114181e+09 1.201097e+11 1.112127e+09 1.715451e+13 \n", - "14 8.738064e+14 5.737402e+11 1.786103e+15 2.424465e+11 4.909867e+13 \n", - "15 NaN NaN NaN NaN NaN \n", - "16 1.413303e+16 3.526030e+11 5.850686e+16 3.579934e+11 2.504408e+14 \n", - "17 NaN NaN NaN NaN NaN \n", - "18 NaN NaN NaN NaN NaN \n", - "19 NaN NaN NaN NaN NaN \n", - "20 NaN NaN NaN NaN NaN \n", - "21 1.357018e+15 7.692844e+11 2.796929e+15 4.420624e+11 2.520519e+14 \n", - "22 6.561625e+14 1.390175e+12 6.994786e+14 1.319771e+12 2.520519e+14 \n", - "\n", - " m_slow m_slow_2 \n", - "0 5.776956e+04 1.105787 \n", - "1 NaN NaN \n", - "2 NaN NaN \n", - "3 1.732739e+10 8.191258 \n", - "4 NaN NaN \n", - "5 6.503923e+08 421.490544 \n", - "6 9.580850e+09 2.794339 \n", - "7 1.863615e+09 1.372291 \n", - "8 6.349270e+11 14.708268 \n", - "9 7.687457e+10 1.011266 \n", - "10 4.873442e+10 1.980743 \n", - "11 3.200469e+10 1.022119 \n", - "12 6.649037e+10 1.000000 \n", - "13 1.750461e+11 1.100009 \n", - "14 3.223813e+10 2.044049 \n", - "15 NaN NaN \n", - "16 6.248212e+09 4.139724 \n", - "17 NaN NaN \n", - "18 NaN NaN \n", - "19 NaN NaN \n", - "20 NaN NaN \n", - "21 1.428865e+11 2.061085 \n", - "22 5.340082e+11 1.066014 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cluster d:\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Unnamed: 0priorityn_fshn_nonfinished%c_zero_ends_lastm_lasts_allm_alls_slowm_slowm_slow_2
00022214009615400680.2652290.03.105563e+161.398282e+093.465815e+161.469082e+095.049183e+122.273399e+051.116002
115010.000000NaNNaNNaNNaNNaNNaNNaNNaN
222578540330.1629310.01.682447e+132.143244e+101.104970e+154.037395e+095.082576e+126.474620e+0965.676400
3310003890.000000NaNNaNNaNNaNNaNNaNNaNNaN
4410125099302890.4531490.02.106023e+148.390863e+096.654064e+163.317183e+095.082723e+122.025070e+08315.954065
551031409310320320.000045149.08.107930e+126.790561e+098.640792e+126.646763e+095.082723e+124.256887e+091.065721
661058438163087360.0005173.06.967672e+158.257492e+112.018562e+169.240808e+115.082736e+126.023626e+082.897040
771072160043320.0000030.06.311163e+123.005316e+119.790846e+121.748365e+115.082736e+122.420350e+111.551354
88114012711610.000000NaNNaNNaNNaNNaNNaNNaNNaN
99115969177050.0518901.01.219481e+131.259795e+102.666472e+132.614188e+107.303040e+127.544463e+092.186562
1010116220517456530.0012620.02.043633e+139.268178e+092.612806e+131.095516e+107.683330e+123.484503e+091.278510
1111117610.8571430.06.581518e+101.096920e+106.581518e+101.096920e+107.683330e+121.280555e+121.000000
121211868412646900.0005410.01.644383e+132.404069e+103.368928e+133.059880e+107.683330e+121.123294e+102.048749
1313119413930590.0044180.07.600749e+131.844842e+112.295795e+141.727461e+118.050015e+121.953887e+103.020486
1414197090.000000NaNNaNNaNNaNNaNNaNNaNNaN
1515199020560.000000NaNNaNNaNNaNNaNNaNNaNNaN
16162008385112004820.065288104.02.344094e+162.795646e+111.292615e+173.493639e+117.670291e+149.147852e+095.514350
1717205011600.000000NaNNaNNaNNaNNaNNaNNaNNaN
181821001160.000000NaNNaNNaNNaNNaNNaNNaNNaN
1919214011600.000000NaNNaNNaNNaNNaNNaNNaNNaN
202021501160.000000NaNNaNNaNNaNNaNNaNNaNNaN
2121360630388690.0159501.04.095733e+146.501164e+111.014393e+153.901510e+117.670291e+141.217507e+122.476706
2222450169274840.0061110.01.586449e+149.387273e+112.110371e+145.236652e+117.670291e+144.538634e+121.330248
\n", - "
" - ], - "text/plain": [ - " Unnamed: 0 priority n_fsh n_non finished% c_zero_end \\\n", - "0 0 0 22214009 61540068 0.265229 0.0 \n", - "1 1 5 0 1 0.000000 NaN \n", - "2 2 25 785 4033 0.162931 0.0 \n", - "3 3 100 0 389 0.000000 NaN \n", - "4 4 101 25099 30289 0.453149 0.0 \n", - "5 5 103 1409 31032032 0.000045 149.0 \n", - "6 6 105 8438 16308736 0.000517 3.0 \n", - "7 7 107 21 6004332 0.000003 0.0 \n", - "8 8 114 0 1271161 0.000000 NaN \n", - "9 9 115 969 17705 0.051890 1.0 \n", - "10 10 116 2205 1745653 0.001262 0.0 \n", - "11 11 117 6 1 0.857143 0.0 \n", - "12 12 118 684 1264690 0.000541 0.0 \n", - "13 13 119 413 93059 0.004418 0.0 \n", - "14 14 197 0 9 0.000000 NaN \n", - "15 15 199 0 2056 0.000000 NaN \n", - "16 16 200 83851 1200482 0.065288 104.0 \n", - "17 17 205 0 1160 0.000000 NaN \n", - "18 18 210 0 116 0.000000 NaN \n", - "19 19 214 0 1160 0.000000 NaN \n", - "20 20 215 0 116 0.000000 NaN \n", - "21 21 360 630 38869 0.015950 1.0 \n", - "22 22 450 169 27484 0.006111 0.0 \n", - "\n", - " s_last m_last s_all m_all s_slow \\\n", - "0 3.105563e+16 1.398282e+09 3.465815e+16 1.469082e+09 5.049183e+12 \n", - "1 NaN NaN NaN NaN NaN \n", - "2 1.682447e+13 2.143244e+10 1.104970e+15 4.037395e+09 5.082576e+12 \n", - "3 NaN NaN NaN NaN NaN \n", - "4 2.106023e+14 8.390863e+09 6.654064e+16 3.317183e+09 5.082723e+12 \n", - "5 8.107930e+12 6.790561e+09 8.640792e+12 6.646763e+09 5.082723e+12 \n", - "6 6.967672e+15 8.257492e+11 2.018562e+16 9.240808e+11 5.082736e+12 \n", - "7 6.311163e+12 3.005316e+11 9.790846e+12 1.748365e+11 5.082736e+12 \n", - "8 NaN NaN NaN NaN NaN \n", - "9 1.219481e+13 1.259795e+10 2.666472e+13 2.614188e+10 7.303040e+12 \n", - "10 2.043633e+13 9.268178e+09 2.612806e+13 1.095516e+10 7.683330e+12 \n", - "11 6.581518e+10 1.096920e+10 6.581518e+10 1.096920e+10 7.683330e+12 \n", - "12 1.644383e+13 2.404069e+10 3.368928e+13 3.059880e+10 7.683330e+12 \n", - "13 7.600749e+13 1.844842e+11 2.295795e+14 1.727461e+11 8.050015e+12 \n", - "14 NaN NaN NaN NaN NaN \n", - "15 NaN NaN NaN NaN NaN \n", - "16 2.344094e+16 2.795646e+11 1.292615e+17 3.493639e+11 7.670291e+14 \n", - "17 NaN NaN NaN NaN NaN \n", - "18 NaN NaN NaN NaN NaN \n", - "19 NaN NaN NaN NaN NaN \n", - "20 NaN NaN NaN NaN NaN \n", - "21 4.095733e+14 6.501164e+11 1.014393e+15 3.901510e+11 7.670291e+14 \n", - "22 1.586449e+14 9.387273e+11 2.110371e+14 5.236652e+11 7.670291e+14 \n", - "\n", - " m_slow m_slow_2 \n", - "0 2.273399e+05 1.116002 \n", - "1 NaN NaN \n", - "2 6.474620e+09 65.676400 \n", - "3 NaN NaN \n", - "4 2.025070e+08 315.954065 \n", - "5 4.256887e+09 1.065721 \n", - "6 6.023626e+08 2.897040 \n", - "7 2.420350e+11 1.551354 \n", - "8 NaN NaN \n", - "9 7.544463e+09 2.186562 \n", - "10 3.484503e+09 1.278510 \n", - "11 1.280555e+12 1.000000 \n", - "12 1.123294e+10 2.048749 \n", - "13 1.953887e+10 3.020486 \n", - "14 NaN NaN \n", - "15 NaN NaN \n", - "16 9.147852e+09 5.514350 \n", - "17 NaN NaN \n", - "18 NaN NaN \n", - "19 NaN NaN \n", - "20 NaN NaN \n", - "21 1.217507e+12 2.476706 \n", - "22 4.538634e+12 1.330248 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cluster e:\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Unnamed: 0priorityn_fshn_nonfinished%c_zero_ends_lastm_lasts_allm_alls_slowm_slowm_slow_2
00018722018250156860.4280521.01.500353e+168.021925e+082.159825e+161.126541e+095.550257e+112.967551e+041.439544
112556099180.0534450.01.792954e+133.224737e+104.798188e+133.894633e+105.550257e+119.982477e+082.676136
22100028010.000000NaNNaNNaNNaNNaNNaNNaNNaN
33101100062811600.0001590.03.060326e+133.060326e+103.435236e+132.772588e+105.550258e+115.550258e+081.122507
441032901133905140.00021763.02.186579e+147.629376e+106.916250e+144.855212e+105.550261e+111.936588e+083.163046
5510518194475350.00404810.01.940461e+141.066774e+112.862241e+156.419020e+105.581847e+113.068635e+0814.750313
661070176360.000000NaNNaNNaNNaNNaNNaNNaNNaN
771140266820.000000NaNNaNNaNNaNNaNNaNNaNNaN
88115351280500.0002730.02.353297e+126.723705e+102.353297e+126.536935e+105.581847e+111.594814e+101.000000
991160224140.000000NaNNaNNaNNaNNaNNaNNaNNaN
1010117019272230.000000NaNNaNNaNNaNNaNNaNNaNNaN
111111802310.000000NaNNaNNaNNaNNaNNaNNaNNaN
12121193269510.0045830.01.987924e+126.212262e+102.049727e+138.332224e+105.581847e+111.744327e+1010.310893
13131700250.000000NaNNaNNaNNaNNaNNaNNaNNaN
14142005204926045180.01959355.01.205656e+162.316386e+111.029114e+174.141488e+112.096092e+134.027151e+088.535722
15152010520.000000NaNNaNNaNNaNNaNNaNNaNNaN
16162050482400.000000NaNNaNNaNNaNNaNNaNNaNNaN
1717210026910.000000NaNNaNNaNNaNNaNNaNNaNNaN
1818215026910.000000NaNNaNNaNNaNNaNNaNNaNNaN
191922003600.000000NaNNaNNaNNaNNaNNaNNaNNaN
2020360367062070.3715700.02.244219e+156.115037e+116.448186e+154.392796e+112.097112e+135.714203e+092.873243
212145082148690.0054850.06.591093e+138.037918e+117.337755e+138.244668e+112.097112e+132.557454e+111.113283
\n", - "
" - ], - "text/plain": [ - " Unnamed: 0 priority n_fsh n_non finished% c_zero_end \\\n", - "0 0 0 18722018 25015686 0.428052 1.0 \n", - "1 1 25 560 9918 0.053445 0.0 \n", - "2 2 100 0 2801 0.000000 NaN \n", - "3 3 101 1000 6281160 0.000159 0.0 \n", - "4 4 103 2901 13390514 0.000217 63.0 \n", - "5 5 105 1819 447535 0.004048 10.0 \n", - "6 6 107 0 17636 0.000000 NaN \n", - "7 7 114 0 26682 0.000000 NaN \n", - "8 8 115 35 128050 0.000273 0.0 \n", - "9 9 116 0 22414 0.000000 NaN \n", - "10 10 117 0 1927223 0.000000 NaN \n", - "11 11 118 0 231 0.000000 NaN \n", - "12 12 119 32 6951 0.004583 0.0 \n", - "13 13 170 0 25 0.000000 NaN \n", - "14 14 200 52049 2604518 0.019593 55.0 \n", - "15 15 201 0 52 0.000000 NaN \n", - "16 16 205 0 48240 0.000000 NaN \n", - "17 17 210 0 2691 0.000000 NaN \n", - "18 18 215 0 2691 0.000000 NaN \n", - "19 19 220 0 360 0.000000 NaN \n", - "20 20 360 3670 6207 0.371570 0.0 \n", - "21 21 450 82 14869 0.005485 0.0 \n", - "\n", - " s_last m_last s_all m_all s_slow \\\n", - "0 1.500353e+16 8.021925e+08 2.159825e+16 1.126541e+09 5.550257e+11 \n", - "1 1.792954e+13 3.224737e+10 4.798188e+13 3.894633e+10 5.550257e+11 \n", - "2 NaN NaN NaN NaN NaN \n", - "3 3.060326e+13 3.060326e+10 3.435236e+13 2.772588e+10 5.550258e+11 \n", - "4 2.186579e+14 7.629376e+10 6.916250e+14 4.855212e+10 5.550261e+11 \n", - "5 1.940461e+14 1.066774e+11 2.862241e+15 6.419020e+10 5.581847e+11 \n", - "6 NaN NaN NaN NaN NaN \n", - "7 NaN NaN NaN NaN NaN \n", - "8 2.353297e+12 6.723705e+10 2.353297e+12 6.536935e+10 5.581847e+11 \n", - "9 NaN NaN NaN NaN NaN \n", - "10 NaN NaN NaN NaN NaN \n", - "11 NaN NaN NaN NaN NaN \n", - "12 1.987924e+12 6.212262e+10 2.049727e+13 8.332224e+10 5.581847e+11 \n", - "13 NaN NaN NaN NaN NaN \n", - "14 1.205656e+16 2.316386e+11 1.029114e+17 4.141488e+11 2.096092e+13 \n", - "15 NaN NaN NaN NaN NaN \n", - "16 NaN NaN NaN NaN NaN \n", - "17 NaN NaN NaN NaN NaN \n", - "18 NaN NaN NaN NaN NaN \n", - "19 NaN NaN NaN NaN NaN \n", - "20 2.244219e+15 6.115037e+11 6.448186e+15 4.392796e+11 2.097112e+13 \n", - "21 6.591093e+13 8.037918e+11 7.337755e+13 8.244668e+11 2.097112e+13 \n", - "\n", - " m_slow m_slow_2 \n", - "0 2.967551e+04 1.439544 \n", - "1 9.982477e+08 2.676136 \n", - "2 NaN NaN \n", - "3 5.550258e+08 1.122507 \n", - "4 1.936588e+08 3.163046 \n", - "5 3.068635e+08 14.750313 \n", - "6 NaN NaN \n", - "7 NaN NaN \n", - "8 1.594814e+10 1.000000 \n", - "9 NaN NaN \n", - "10 NaN NaN \n", - "11 NaN NaN \n", - "12 1.744327e+10 10.310893 \n", - "13 NaN NaN \n", - "14 4.027151e+08 8.535722 \n", - "15 NaN NaN \n", - "16 NaN NaN \n", - "17 NaN NaN \n", - "18 NaN NaN \n", - "19 NaN NaN \n", - "20 5.714203e+09 2.873243 \n", - "21 2.557454e+11 1.113283 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cluster f:\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Unnamed: 0priorityn_fshn_nonfinished%c_zero_ends_lastm_lasts_allm_alls_slowm_slowm_slow_2
00012923639156632834.520822e-010.03.783381e+162.928982e+094.116930e+162.972516e+091.201620e+129.302590e+041.088162
11254162916.475047e-030.07.565244e+121.845182e+111.687775e+133.409647e+101.201620e+122.930781e+102.230960
22100010.000000e+00NaNNaNNaNNaNNaNNaNNaNNaN
3310124996370344.029663e-010.02.039588e+148.159656e+096.605382e+161.008262e+101.202133e+124.809302e+07323.858714
441037762132791735.841829e-040.03.588243e+144.644373e+104.188724e+144.723414e+101.202133e+121.555958e+081.167347
551051235155418562.223720e-030.01.372628e+161.111530e+122.128196e+161.173594e+121.202169e+129.734947e+071.550453
661071352216846.086043e-040.01.082034e+138.015069e+101.095805e+137.883492e+101.202169e+128.904953e+091.012727
77114466610546.958100e-050.03.114919e+106.771562e+083.114919e+106.771562e+081.202169e+122.613410e+101.000000
8811528475033.647104e-020.03.179232e+131.213447e+111.619569e+142.526629e+111.202171e+124.588440e+095.094215
99116032861870.000000e+00NaNNaNNaNNaNNaNNaNNaNNaN
1010117223303108.582542e-070.03.175054e+101.587527e+103.175054e+101.587527e+101.202171e+126.010856e+111.000000
11111182813449232.081860e-050.08.412515e+113.004470e+108.412515e+112.549247e+101.202171e+124.293468e+101.000000
12121199624210703.135466e-010.01.483986e+151.541964e+111.129135e+166.883334e+101.242061e+121.290587e+087.608799
13132009129624075493.653528e-024.02.713027e+162.971682e+111.612419e+174.923717e+113.139660e+143.438990e+095.943247
1414201027100.000000e+00NaNNaNNaNNaNNaNNaNNaNNaN
15153603433428047.424790e-020.03.307183e+159.633506e+117.181627e+155.694281e+113.140996e+149.149421e+102.171524
1616450257256349.926229e-030.02.867563e+141.115783e+122.927933e+141.113282e+123.140996e+141.222178e+121.021053
\n", - "
" - ], - "text/plain": [ - " Unnamed: 0 priority n_fsh n_non finished% c_zero_end \\\n", - "0 0 0 12923639 15663283 4.520822e-01 0.0 \n", - "1 1 25 41 6291 6.475047e-03 0.0 \n", - "2 2 100 0 1 0.000000e+00 NaN \n", - "3 3 101 24996 37034 4.029663e-01 0.0 \n", - "4 4 103 7762 13279173 5.841829e-04 0.0 \n", - "5 5 105 12351 5541856 2.223720e-03 0.0 \n", - "6 6 107 135 221684 6.086043e-04 0.0 \n", - "7 7 114 46 661054 6.958100e-05 0.0 \n", - "8 8 115 284 7503 3.647104e-02 0.0 \n", - "9 9 116 0 3286187 0.000000e+00 NaN \n", - "10 10 117 2 2330310 8.582542e-07 0.0 \n", - "11 11 118 28 1344923 2.081860e-05 0.0 \n", - "12 12 119 9624 21070 3.135466e-01 0.0 \n", - "13 13 200 91296 2407549 3.653528e-02 4.0 \n", - "14 14 201 0 2710 0.000000e+00 NaN \n", - "15 15 360 3433 42804 7.424790e-02 0.0 \n", - "16 16 450 257 25634 9.926229e-03 0.0 \n", - "\n", - " s_last m_last s_all m_all s_slow \\\n", - "0 3.783381e+16 2.928982e+09 4.116930e+16 2.972516e+09 1.201620e+12 \n", - "1 7.565244e+12 1.845182e+11 1.687775e+13 3.409647e+10 1.201620e+12 \n", - "2 NaN NaN NaN NaN NaN \n", - "3 2.039588e+14 8.159656e+09 6.605382e+16 1.008262e+10 1.202133e+12 \n", - "4 3.588243e+14 4.644373e+10 4.188724e+14 4.723414e+10 1.202133e+12 \n", - "5 1.372628e+16 1.111530e+12 2.128196e+16 1.173594e+12 1.202169e+12 \n", - "6 1.082034e+13 8.015069e+10 1.095805e+13 7.883492e+10 1.202169e+12 \n", - "7 3.114919e+10 6.771562e+08 3.114919e+10 6.771562e+08 1.202169e+12 \n", - "8 3.179232e+13 1.213447e+11 1.619569e+14 2.526629e+11 1.202171e+12 \n", - "9 NaN NaN NaN NaN NaN \n", - "10 3.175054e+10 1.587527e+10 3.175054e+10 1.587527e+10 1.202171e+12 \n", - "11 8.412515e+11 3.004470e+10 8.412515e+11 2.549247e+10 1.202171e+12 \n", - "12 1.483986e+15 1.541964e+11 1.129135e+16 6.883334e+10 1.242061e+12 \n", - "13 2.713027e+16 2.971682e+11 1.612419e+17 4.923717e+11 3.139660e+14 \n", - "14 NaN NaN NaN NaN NaN \n", - "15 3.307183e+15 9.633506e+11 7.181627e+15 5.694281e+11 3.140996e+14 \n", - "16 2.867563e+14 1.115783e+12 2.927933e+14 1.113282e+12 3.140996e+14 \n", - "\n", - " m_slow m_slow_2 \n", - "0 9.302590e+04 1.088162 \n", - "1 2.930781e+10 2.230960 \n", - "2 NaN NaN \n", - "3 4.809302e+07 323.858714 \n", - "4 1.555958e+08 1.167347 \n", - "5 9.734947e+07 1.550453 \n", - "6 8.904953e+09 1.012727 \n", - "7 2.613410e+10 1.000000 \n", - "8 4.588440e+09 5.094215 \n", - "9 NaN NaN \n", - "10 6.010856e+11 1.000000 \n", - "11 4.293468e+10 1.000000 \n", - "12 1.290587e+08 7.608799 \n", - "13 3.438990e+09 5.943247 \n", - "14 NaN NaN \n", - "15 9.149421e+10 2.171524 \n", - "16 1.222178e+12 1.021053 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cluster g:\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Unnamed: 0priorityn_fshn_nonfinished%c_zero_ends_lastm_lasts_allm_alls_slowm_slowm_slow_2
0005492965108492110.3361220.01.652722e+163.009921e+091.882431e+163.316600e+091.116295e+132.032987e+061.138988
11251668410.0023330.09.873307e+116.170817e+108.582429e+121.215641e+101.116295e+136.976846e+118.692558
225001140.000000NaNNaNNaNNaNNaNNaNNaNNaN
3310003520.000000NaNNaNNaNNaNNaNNaNNaNNaN
441019997836580.9647030.01.339232e+161.339527e+112.595234e+177.448012e+092.071545e+132.072001e+0819.378523
55103195560062970.0003250.02.302315e+141.183101e+112.926893e+141.127462e+112.071545e+131.064515e+101.271282
661052601322000.0019638.02.150574e+128.271437e+092.152161e+128.214355e+092.071545e+137.967482e+101.000738
771070230920.000000NaNNaNNaNNaNNaNNaNNaNNaN
8811401200.000000NaNNaNNaNNaNNaNNaNNaNNaN
9911513015730.0763360.04.406302e+123.442423e+107.940457e+125.631530e+102.110285e+131.648660e+111.802068
1010117018395280.000000NaNNaNNaNNaNNaNNaNNaNNaN
1111118142514850.4896910.08.671496e+146.085260e+113.362027e+154.747285e+112.112130e+131.482196e+103.877102
12121191221418310.0008590.01.512875e+131.240061e+114.789877e+132.313950e+112.112130e+131.731254e+113.166077
131317002600.000000NaNNaNNaNNaNNaNNaNNaNNaN
1414200515271411180.26747143.05.974724e+151.159533e+118.707510e+163.990500e+111.918182e+143.722673e+0914.573912
151536017131041010.0161891.01.347436e+157.865942e+112.855922e+154.880250e+111.918182e+141.119779e+112.119524
1616450643228480.0273720.07.746521e+141.204747e+128.032579e+141.188251e+121.918182e+142.983176e+111.036927
\n", - "
" - ], - "text/plain": [ - " Unnamed: 0 priority n_fsh n_non finished% c_zero_end \\\n", - "0 0 0 5492965 10849211 0.336122 0.0 \n", - "1 1 25 16 6841 0.002333 0.0 \n", - "2 2 50 0 114 0.000000 NaN \n", - "3 3 100 0 352 0.000000 NaN \n", - "4 4 101 99978 3658 0.964703 0.0 \n", - "5 5 103 1955 6006297 0.000325 0.0 \n", - "6 6 105 260 132200 0.001963 8.0 \n", - "7 7 107 0 23092 0.000000 NaN \n", - "8 8 114 0 120 0.000000 NaN \n", - "9 9 115 130 1573 0.076336 0.0 \n", - "10 10 117 0 1839528 0.000000 NaN \n", - "11 11 118 1425 1485 0.489691 0.0 \n", - "12 12 119 122 141831 0.000859 0.0 \n", - "13 13 170 0 260 0.000000 NaN \n", - "14 14 200 51527 141118 0.267471 43.0 \n", - "15 15 360 1713 104101 0.016189 1.0 \n", - "16 16 450 643 22848 0.027372 0.0 \n", - "\n", - " s_last m_last s_all m_all s_slow \\\n", - "0 1.652722e+16 3.009921e+09 1.882431e+16 3.316600e+09 1.116295e+13 \n", - "1 9.873307e+11 6.170817e+10 8.582429e+12 1.215641e+10 1.116295e+13 \n", - "2 NaN NaN NaN NaN NaN \n", - "3 NaN NaN NaN NaN NaN \n", - "4 1.339232e+16 1.339527e+11 2.595234e+17 7.448012e+09 2.071545e+13 \n", - "5 2.302315e+14 1.183101e+11 2.926893e+14 1.127462e+11 2.071545e+13 \n", - "6 2.150574e+12 8.271437e+09 2.152161e+12 8.214355e+09 2.071545e+13 \n", - "7 NaN NaN NaN NaN NaN \n", - "8 NaN NaN NaN NaN NaN \n", - "9 4.406302e+12 3.442423e+10 7.940457e+12 5.631530e+10 2.110285e+13 \n", - "10 NaN NaN NaN NaN NaN \n", - "11 8.671496e+14 6.085260e+11 3.362027e+15 4.747285e+11 2.112130e+13 \n", - "12 1.512875e+13 1.240061e+11 4.789877e+13 2.313950e+11 2.112130e+13 \n", - "13 NaN NaN NaN NaN NaN \n", - "14 5.974724e+15 1.159533e+11 8.707510e+16 3.990500e+11 1.918182e+14 \n", - "15 1.347436e+15 7.865942e+11 2.855922e+15 4.880250e+11 1.918182e+14 \n", - "16 7.746521e+14 1.204747e+12 8.032579e+14 1.188251e+12 1.918182e+14 \n", - "\n", - " m_slow m_slow_2 \n", - "0 2.032987e+06 1.138988 \n", - "1 6.976846e+11 8.692558 \n", - "2 NaN NaN \n", - "3 NaN NaN \n", - "4 2.072001e+08 19.378523 \n", - "5 1.064515e+10 1.271282 \n", - "6 7.967482e+10 1.000738 \n", - "7 NaN NaN \n", - "8 NaN NaN \n", - "9 1.648660e+11 1.802068 \n", - "10 NaN NaN \n", - "11 1.482196e+10 3.877102 \n", - "12 1.731254e+11 3.166077 \n", - "13 NaN NaN \n", - "14 3.722673e+09 14.573912 \n", - "15 1.119779e+11 2.119524 \n", - "16 2.983176e+11 1.036927 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cluster h:\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Unnamed: 0priorityn_fshn_nonfinished%c_zero_ends_lastm_lasts_allm_alls_slowm_slowm_slow_2
0006626426172574242.774438e-010.03.750671e+165.663232e+094.209970e+166.211185e+099.556217e+111.442917e+051.122458
11190100.000000e+00NaNNaNNaNNaNNaNNaNNaNNaN
22257974971.042767e-020.02.408477e+133.048705e+117.380026e+132.838472e+119.556237e+111.209650e+103.064188
331012500001.000000e+000.08.515792e+143.406317e+106.509309e+161.224965e+101.012711e+124.050842e+0776.438090
441032411249861084.812563e-030.06.553604e+152.726352e+118.271087e+159.289390e+101.012712e+124.212964e+071.262067
55105100006906451.427256e-020.06.117631e+156.117631e+112.572798e+163.937615e+111.012750e+121.012750e+084.205547
6610701465470.000000e+00NaNNaNNaNNaNNaNNaNNaNNaN
77115234265.122494e-020.06.648578e+112.890686e+106.648578e+112.890686e+101.012750e+124.403262e+101.000000
88116134128091.035309e-020.08.484331e+106.331590e+086.231571e+124.210521e+101.012751e+127.557840e+0973.447995
99117120134154.966683e-070.06.557861e+086.557861e+086.557861e+086.557861e+081.012751e+121.012751e+121.000000
1010118506499261.003331e-020.01.000296e+141.976869e+111.947697e+141.391212e+111.012751e+122.001483e+091.947121
1111119397027299171.452145e-030.05.554317e+141.399072e+114.055259e+151.555807e+101.246604e+123.140059e+087.301093
12122005785220826192.702770e-0221.01.728555e+162.987994e+111.002241e+174.707830e+111.713280e+132.961590e+085.798142
131320103630.000000e+00NaNNaNNaNNaNNaNNaNNaNNaN
141422003600.000000e+00NaNNaNNaNNaNNaNNaNNaNNaN
15153601862402104.425746e-021.01.561695e+158.387189e+113.152188e+153.973012e+111.713283e+139.201306e+092.018441
161645091169065.353886e-030.01.338225e+141.470577e+121.411397e+141.411397e+121.713283e+131.882729e+111.054678
\n", - "
" - ], - "text/plain": [ - " Unnamed: 0 priority n_fsh n_non finished% c_zero_end \\\n", - "0 0 0 6626426 17257424 2.774438e-01 0.0 \n", - "1 1 19 0 10 0.000000e+00 NaN \n", - "2 2 25 79 7497 1.042767e-02 0.0 \n", - "3 3 101 25000 0 1.000000e+00 0.0 \n", - "4 4 103 24112 4986108 4.812563e-03 0.0 \n", - "5 5 105 10000 690645 1.427256e-02 0.0 \n", - "6 6 107 0 146547 0.000000e+00 NaN \n", - "7 7 115 23 426 5.122494e-02 0.0 \n", - "8 8 116 134 12809 1.035309e-02 0.0 \n", - "9 9 117 1 2013415 4.966683e-07 0.0 \n", - "10 10 118 506 49926 1.003331e-02 0.0 \n", - "11 11 119 3970 2729917 1.452145e-03 0.0 \n", - "12 12 200 57852 2082619 2.702770e-02 21.0 \n", - "13 13 201 0 363 0.000000e+00 NaN \n", - "14 14 220 0 360 0.000000e+00 NaN \n", - "15 15 360 1862 40210 4.425746e-02 1.0 \n", - "16 16 450 91 16906 5.353886e-03 0.0 \n", - "\n", - " s_last m_last s_all m_all s_slow \\\n", - "0 3.750671e+16 5.663232e+09 4.209970e+16 6.211185e+09 9.556217e+11 \n", - "1 NaN NaN NaN NaN NaN \n", - "2 2.408477e+13 3.048705e+11 7.380026e+13 2.838472e+11 9.556237e+11 \n", - "3 8.515792e+14 3.406317e+10 6.509309e+16 1.224965e+10 1.012711e+12 \n", - "4 6.553604e+15 2.726352e+11 8.271087e+15 9.289390e+10 1.012712e+12 \n", - "5 6.117631e+15 6.117631e+11 2.572798e+16 3.937615e+11 1.012750e+12 \n", - "6 NaN NaN NaN NaN NaN \n", - "7 6.648578e+11 2.890686e+10 6.648578e+11 2.890686e+10 1.012750e+12 \n", - "8 8.484331e+10 6.331590e+08 6.231571e+12 4.210521e+10 1.012751e+12 \n", - "9 6.557861e+08 6.557861e+08 6.557861e+08 6.557861e+08 1.012751e+12 \n", - "10 1.000296e+14 1.976869e+11 1.947697e+14 1.391212e+11 1.012751e+12 \n", - "11 5.554317e+14 1.399072e+11 4.055259e+15 1.555807e+10 1.246604e+12 \n", - "12 1.728555e+16 2.987994e+11 1.002241e+17 4.707830e+11 1.713280e+13 \n", - "13 NaN NaN NaN NaN NaN \n", - "14 NaN NaN NaN NaN NaN \n", - "15 1.561695e+15 8.387189e+11 3.152188e+15 3.973012e+11 1.713283e+13 \n", - "16 1.338225e+14 1.470577e+12 1.411397e+14 1.411397e+12 1.713283e+13 \n", - "\n", - " m_slow m_slow_2 \n", - "0 1.442917e+05 1.122458 \n", - "1 NaN NaN \n", - "2 1.209650e+10 3.064188 \n", - "3 4.050842e+07 76.438090 \n", - "4 4.212964e+07 1.262067 \n", - "5 1.012750e+08 4.205547 \n", - "6 NaN NaN \n", - "7 4.403262e+10 1.000000 \n", - "8 7.557840e+09 73.447995 \n", - "9 1.012751e+12 1.000000 \n", - "10 2.001483e+09 1.947121 \n", - "11 3.140059e+08 7.301093 \n", - "12 2.961590e+08 5.798142 \n", - "13 NaN NaN \n", - "14 NaN NaN \n", - "15 9.201306e+09 2.018441 \n", - "16 1.882729e+11 1.054678 " - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ "CLUSTERS = \"abcdefgh\"\n", - "DIR = \"/home/claudio/google_2019/thesis_queries/task_slowdown/\"\n", + "DIR = \"/Users/maggicl/Git/bachelorThesis/task_slowdown/\"\n", "\n", "df = {}\n", "\n", "for cluster in CLUSTERS:\n", - " print(\"Cluster \" + cluster + \":\")\n", + " print(\"\\\\taskslowdown{Cluster \" + cluster.upper() + \"}{\")\n", " df[cluster] = pandas.read_csv(DIR + \"/\" + cluster + \"_slowdown_table.csv\")\n", " df[cluster][\"m_slow_2\"] = (df[cluster][\"s_all\"] / df[cluster][\"s_last\"]) \n", - " display(df[cluster])" + " del df[cluster][\"s_slow\"]\n", + " del df[cluster][\"m_slow\"]\n", + " del df[cluster][\"m_all\"]\n", + " del df[cluster][\"m_last\"]\n", + " del df[cluster][\"s_all\"]\n", + " del df[cluster][\"s_last\"]\n", + " del df[cluster][\"c_zero_end\"]\n", + " del df[cluster][\"n_fsh\"]\n", + " del df[cluster][\"n_non\"]\n", + " del df[cluster][\"Unnamed: 0\"]\n", + " df[cluster][\"finished%\"] *= 100\n", + " print(df[cluster].to_latex(index=False))\n", + " print(\"}\")\n" ] }, { "cell_type": "code", "execution_count": null, - "id": "physical-function", "metadata": {}, "outputs": [], "source": [ @@ -3722,7 +329,6 @@ { "cell_type": "code", "execution_count": null, - "id": "checked-playing", "metadata": {}, "outputs": [], "source": [ @@ -3732,7 +338,6 @@ { "cell_type": "code", "execution_count": null, - "id": "talented-realtor", "metadata": {}, "outputs": [], "source": [] @@ -3754,7 +359,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.8.3" } }, "nbformat": 4,