From a88f3b9332bf62ac288c6a4eb21b250fa3f55861 Mon Sep 17 00:00:00 2001 From: Christopher Teubert Date: Wed, 25 Oct 2023 15:10:52 -0700 Subject: [PATCH] Updated release version --- docs/.buildinfo | 2 +- docs/.doctrees/environment.pickle | Bin 2256567 -> 2254999 bytes docs/.doctrees/index.doctree | Bin 24669 -> 24771 bytes .../kalman_filter.py | 1 + docs/_sources/index.rst | 4 ++-- docs/_static/documentation_options.js | 2 +- docs/api_ref.html | 4 ++-- docs/api_ref/prog_server.html | 4 ++-- docs/api_ref/prog_server/load_ests.html | 5 +++-- docs/api_ref/prog_server/prog_client.html | 4 ++-- docs/api_ref/prog_server/prog_server.html | 5 +++-- docs/api_ref/progpy.html | 4 ++-- docs/api_ref/progpy/CompositeModel.html | 4 ++-- docs/api_ref/progpy/DataModel.html | 4 ++-- docs/api_ref/progpy/DataSets.html | 4 ++-- docs/api_ref/progpy/EnsembleModel.html | 4 ++-- docs/api_ref/progpy/IncludedModels.html | 4 ++-- docs/api_ref/progpy/LinearModel.html | 4 ++-- docs/api_ref/progpy/Loading.html | 4 ++-- docs/api_ref/progpy/MixtureOfExperts.html | 4 ++-- docs/api_ref/progpy/Prediction.html | 4 ++-- docs/api_ref/progpy/Predictor.html | 4 ++-- docs/api_ref/progpy/PrognosticModel.html | 4 ++-- docs/api_ref/progpy/SimResult.html | 4 ++-- docs/api_ref/progpy/StateEstimator.html | 4 ++-- docs/api_ref/progpy/ToEPredictionProfile.html | 4 ++-- docs/api_ref/progpy/UncertainData.html | 4 ++-- docs/api_ref/progpy/Utils.html | 4 ++-- docs/auto_examples/benchmarking.html | 4 ++-- docs/auto_examples/custom_model.html | 4 ++-- docs/auto_examples/dataset.html | 4 ++-- docs/auto_examples/derived_params.html | 4 ++-- docs/auto_examples/dynamic_step_size.html | 4 ++-- docs/auto_examples/events.html | 4 ++-- docs/auto_examples/full_lstm_model.html | 4 ++-- docs/auto_examples/future_loading.html | 4 ++-- docs/auto_examples/generate_surrogate.html | 4 ++-- docs/auto_examples/growth.html | 4 ++-- docs/auto_examples/index.html | 4 ++-- docs/auto_examples/linear_model.html | 5 +++-- docs/auto_examples/lstm_model.html | 4 ++-- docs/auto_examples/matrix_model.html | 5 +++-- docs/auto_examples/model_gen.html | 5 +++-- docs/auto_examples/new_model.html | 5 +++-- docs/auto_examples/noise.html | 4 ++-- docs/auto_examples/param_est.html | 4 ++-- docs/auto_examples/sensitivity.html | 4 ++-- docs/auto_examples/sim.html | 4 ++-- docs/auto_examples/sim_battery_eol.html | 4 ++-- docs/auto_examples/sim_powertrain.html | 4 ++-- docs/auto_examples/sim_pump.html | 4 ++-- docs/auto_examples/sim_valve.html | 4 ++-- docs/auto_examples/state_limits.html | 4 ++-- docs/auto_examples/vectorized.html | 4 ++-- docs/auto_examples/visualize.html | 4 ++-- docs/dev_guide.html | 4 ++-- docs/genindex.html | 4 ++-- docs/glossary.html | 4 ++-- docs/guide.html | 4 ++-- docs/index.html | 8 ++++---- docs/npr7150.html | 4 ++-- docs/prog_algs_guide.html | 4 ++-- docs/prog_models_guide.html | 4 ++-- docs/prog_server_guide.html | 4 ++-- docs/py-modindex.html | 4 ++-- docs/releases.html | 4 ++-- docs/search.html | 4 ++-- docs/searchindex.js | 2 +- setup.py | 4 ++-- sphinx-config/conf.py | 4 ++-- sphinx-config/index.rst | 4 ++-- src/progpy/__init__.py | 2 +- .../aircraft_model/vehicles/__init__.py | 2 ++ .../aircraft_model/vehicles/aero/__init__.py | 2 ++ .../vehicles/control/__init__.py | 2 ++ 75 files changed, 149 insertions(+), 136 deletions(-) create mode 100644 src/progpy/models/aircraft_model/vehicles/__init__.py create mode 100644 src/progpy/models/aircraft_model/vehicles/aero/__init__.py create mode 100644 src/progpy/models/aircraft_model/vehicles/control/__init__.py diff --git a/docs/.buildinfo b/docs/.buildinfo index 803efe6..c396bfd 100644 --- a/docs/.buildinfo +++ b/docs/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: b60ead7db2a2a1e95459b22ec2cb783c +config: e5348f79dd5ab46a199baa607858f4a9 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/docs/.doctrees/environment.pickle b/docs/.doctrees/environment.pickle index 9cc428d947e9ce1108be5d353a5beb565ac591d6..7b0e19dc1dd7f66d24666ec009bd6e5cbd1209cb 100644 GIT binary patch literal 2254999 zcmdSC37i|pbtkNY=kOTbheSz`Mh7Vo7#PA5*BjdN_i&G&z=y1J^X z8bEhrX1Jj(^mJF%d#~PmRrTuCtEw+w{lOcqyZ$=*=Wp{`)mr09!D(EowVRCvr_t&8 zTb}IJ>XlR4rw{ZFyu0^uZ@+(IsnzOD`D2x4xzl!>O0C`V4@^GqIc;yU+;O_IPP;Q% zaV|}^+Rgda;w18UlZ7C+*YnqS?J^hIKcJAHDPL|j=4$gOBmdYG5G&u;oDexe>ee?e zIqi0>;&>p|U+p=aE>r7V={OCq)@*pa7g33@(pNf#Qn%9tc|Cu-G`{~ zuk*D|wL9CwcT_~r-YB)2b*I^gX0J6m;0m+1=kFGO6g$mkeYSZ880z&>%TpM_6t7xy z>J?zPSwl@!dQQ26D%4A}P8~9m086u8p@W~EAF!v`Dm9!s-nX^A&XHDSu7Lk$Nuo}> z=lE+O85f{H>@;LFy_lO`>{OeL+;pjYQPgdHx!GE5*XFCp^tDG09XXtPzESHqmE26H z)N#DrX<`rSO0MMP+D@zOcu*WZd>ztS+ji z2s##=N%3ocFEHhKY6q__0_%i;D4S!R_!d* z1><}ER*UI9e?4cYH|Lu@e{a!4^Qe_4z2;o!a;fbU8>I!O&;n+EBj=kdU8iIim z)<(%I6{&au3D73aR`$H&T&<2?=0$wM+hn=xb(#wW{7IEq*J{_A?OJECcP@9M_nuzK z-@@etdZmZYjid%r{^(jJ1!QP{KzGkCn6S-0Kj?*I0mt9QG_v{@n=R@JxH22iS(n>2 z{?PL;h*pu44Io#lRUkU_F`iRum#f?+fy${jTQpYXYKxVgb|+P*RPR)C3#A5n zGak@9e_Zt4#V-00l1k5CMXZNVg9LP9O*Fk`d$H$lAc)0x!iNkW=piczNqv^6xl$@Z~#uXL9f9o$pm==+j&6PxtAc-V6CUt?q157kTxy zFGKlC{w8LatLeffui0&voub#Bo2y*`p)`t!Q2|74c&?2e-l?3dp>xNOcpjB3UF2r^@i&%(33xnmBFw4Y`s~&i1KIA`IFpGzUz-k=C?6!Z7a2$MW@hqUh0A&!0a_qzhYPjaR152Lm}bRZ!A!IzRyU0wPAy1yqtdUVps+%<$F%&NOw$AL#kl zPxh+ks?WU_Lh)AvDI`p7Xb$5$E60?NdV6FX;HxAHm7NJbhUBb;Vu8Wn$aa~n5VDoN zp1`>9Oamh!6sdN}k#eBQ_-oJ*nqXpe9&*|5kC7tgp`T=Kjgk43KQ3N&iJmAgQA{2w z96eMx1dZ^=OXafD>g1gUcugIeKYm<%ITe1{H2?Nm>tL?p%+a7krPhd2_(NpI$aU}J zy_5oxH5x+Dc!4dYUM@OLD_^Rk7RcE3X8pBg3_&$?Nu*3dbl`sQY3upm(+U295m*Uv zZ4tInt&C=c&aKl53c1MQZ$IhGmAdtgC^apzh3sAjVS8l=wf71}-MR9ShmSqbdlkIL zpN9`UTr7FTFvk=+SXg~%kVMfDWZMMEpdAz|&4p5}fe$wa9|B0lZUZ(=r~8?3rEux*Q`vxX8Vr;L_VME}xhqV0m4 zQnhcq?0F=UEk$lZP9>n+>m9(iQoY{1tbLp6&T{u7`2TVbudB!|f@MzT-4zlPlx}qu z{18J1dH|RQuv=b4+h5ZvwMz?}u!gy?2p+F0!*mCLb)`zF#ob(>tLx-IiQY1leVEDL z@brZX)5k>_CH4&qr7Oj@1J;qwY(uMrjdQdBqpyy(-=S`H^?81V0$<%}c1ragxC>=t zT?93&+GuoO=o%V=x*oo)Zek2+6QStLYHhM)r$|VYOubnd{WLng_fdNZ*tX!nWQ0kL z>C5R;7tj(;o;rK#!YQF4pf_POZ`&pbCZ1ClPBKYjw=S3P~|_{rYaLuY4Ui8bfu zigTqh+Ak5ewOy)tPO;fQ^#c5__~YTnfKKRa6=cwOa=^cdxDP^^A&bS*9N1eFy$KkP z)CCyS!3Qq_dB4AjfgLl{o4c8FTPU!yI2aVUwXM${l_z7)qlc&{|t0p5+Fpm08y^TP~>%r zm~o==n}nVSMuPTRk#{y6m4oq)`t<6RfVg*5-&uXR`mXAiRlj0?^((1s_gA4>vk>b- z$pdG59U6b%0}5W5s=iwNS`A*!^Dyf0m@^388j&vskhCLO-Fkf}m{pW32FNa9t?^i1 zuQe`)M&bcd1kd^)yshbJg4Z8;OHc@9kCZtls5LU_Ot( z{jF&JG`oXF$SItAE7JT`1emkmQJrw_39_$6^XH+DGf61byQ}xezkM{zN@=kd$p9JB z$Ku=q8ef=mUA@$p?_yBXzHPvGU8*}p2$;>;wc_3DmBM0sgndzzrP=lsM%u1-w42S& z%Y}Eyw3puj>*eKMST;BB!05ly5j|vauKV`4FBUQFY% zj96W3RGcdc+B(9~7hH3+ZocINUAHX(iW@wuhq>H_F;In_>-Am<%Wk1Outd9HA+bbHy9J%=0(!h=r_t;< z=v(Gs{WZuur1^C3)ey)=uiCs^6#a;&ec#+#WE04PZL-LuNwwHk#k{*tbMH_p=q7`D zgthdys%*-lmuRc|s|P|o8<#WU;w;=VtRWKDCbBh(m@hS8(&*%E^|~$cEO;vMMTL78 zxWeKiD|`XHF|v|Tj4TrJ7>wVd0}H)5ud$uKqLoCyZewPWp9)rK5ylfpQDWGP8P@_P z?ZKdo2|x=iLbkb$4LHKUMB(b0nj$^hBED&kr1p*0?u5UpDI;$rVr z&bK*uFV--*f#LX~D83{58B(8z1_z02giWuBcza;w!|=dgn8UPSB%HZkl3u-7t;@gt zam)j%MP!2ykJ^(4W-BK-FM-8!!k{R}P%p}%9cw%r>(srXv@Sv<8|Z5p`q_q~Lcw5r zxG3yl^>u>>rgvWILcMiqY|}m$F)p*|e&b6g9VL<-dX~UJz&)qGUUnti9o^uTFwh4ENk`r@n@MNO88Q6m6OuCXb2aS_kd5dVBbJ1Ai7xyocdHLK8&GDnoCbhQLRt z#MBcc!C)ejN-G!4O2aV(Lxu!7&ZuB*H##t%QOsZ4ZCq?LFKdtmIl=VJ{RzE(>$rHg zR_TfFvJr`jvE#LOAY{7uI*;s*_B9|Jmb7$}garh3n9HLP2QCzuR()%=7}i3tS-OtQ ztiIqIjP#(z+$e$gqH2@^*Rtv%!U7%!UMS)PZT#>BQRtnD=tanTtor61%nmYwIH`EK zR-qOejy-{pxCe(B1Y3GdtpUpbD5O9HH!z{ZG=zq;SHhGn3|x1xL}ek;VLPJpn}vtD z9mqsN-pb`K!_|bYnH?e+K-m~Y5t!-{QT4&wkWJF z=(a2;3}tQ?B8|*tmG0g`=*jX8O9%!K4QQd53X?xEFl!}HfslFwX_HTd#YLKKud6fx znu$?%x1x0qOGePjXaRkJ>5A{R_(b~~*uO{k<>Xf<1; zN_T|omAsW0EsHcgrr}gpT48&k*Bw)Al5;e(yDcTPgep#2U{#K zmdRfVS3=miGo$Y>Qjdr4N)chSb*e5pY2j*oRC+|pl}5q!$TNJYU4S=gve800X&Yr) zm&X5B!!q0CcNj3uB6mfAC@q7V!c^7ybxLh~C3`K*wp(W7?p4kKX{B)QQ_r70o0~d* z?o{rvQ|FF9bM}ejCr_R~H8b;gFC<~7DlO))Si^(2!ryWB_|)m=kDo@-vuB^E*Jy=E zE4GomtXI(V=4nXA%1nj*u2+PyJ}y$_0LJDe&n*2tn1En;T=;tBVn+d>2CT|nn*~oe zRT^E4^_^aco9dXT6EArMQyuXIi)?66Jm>_|k()&V^|<1%1vZADJrAd&+^-njv7fEq!7M;Jk>d2`wpt%x)bI3b__+ERuJ zhZJm~o)8Nm<%`Bt@Me`D?O0vY7^ap-Izy$`GDNUh!J!F+oJ{Ujp98P2^iWFPY}IoJ zPw$!Q8LgJmsVz7dpaQvR374Dgi?o_@X0=(Q)F{KM!w|&@dlZ%+LGi)A;jOm^dbv+! zL(~B@juz`+7z*sCpJ;!WCt(b7J#;#-pU`277P%v?MfUug`WvQTRQ0aXnd@cCfGe|6 zR9Yw0>L&WQP`U_%Lg+Ag!tfV4hDDC;9@M(-2opgXe(vAvgVt7b47J8wlU!453Tr({ zJl)mXF`4@i)X~4~xrUPiZyc-%g$u0|l7ae)Fpy2>Y95^C7}OysFKp=BBvQL!Z;?q> zYmo`D4Ku8UViMNj0{@k0ZaXD_1}ckijanV8u^Vt|k4!ALoA3&S4lk)G1ivHsT&|J< z?XSJ}HTielao^k2II)RyHJr=D6y#XdZNP054kOz+nat$SBGP>iL?Gh`{3H=$Nsd@! zR}eJ-e^duc^lBU%FBfZ-B7zinvIW%I;I*v`eS|^MCwWV`C?*saokg@8EM?F@zZNdy zc`Re2mi$+94z)q32o_Yaf`YIV8cx>Jyt39HW7A(po+K;+!@Ys^F^tY-tfFD<5o?ee zJ5^d~K`a7{Fjx+d%uwa5)ee=62nh20vEysC)5xRQhS~P0Yyl0@5#?WhSY_L+vhfl_ zES`(Av{qR`NrrkXR9f#s4;@Y4t;+H=uqa1?S3~f7RThMo z!9Z&-6zed(FlH${8WXYn))KA7{g2e0N=9mAiq(i-G<{s*2^$N9mYmLcjjaE}t5siZ( zTv29gSVktOQaObPlL(&kqpP7P83aC|FCk}@Bx(!vPAK;fFDR`Qa8B0itu(e7<#t1_ zECU$BTQDg^ ze4@7|mz(T1cgx%YYS@VZ?n3Q~1NW+xQ?5fPgEY)@vxElx)GNZ>ry#2ST#<+{A57F+ zaK1&xF|H@ofx1To79-VPuONl^?v(h#eCVe`^Q0)IcUYgNWr(m)h@Jahbi|M>d%$E( z_t;Q_@FstJ4r{TC`LO?1PlB$ow=^*~q^eId0Lg)1)tX*|S7MhH&; z!Vz?vmc~m>g5eT@O+*o%6OJqiL8v_JR^dqmnO#k+_B86zh&2t9n@^iu=+ z%_<`~$`-IrPpT?#s%(2@Kz4Dy*@SJa1g1%KPnZd&96XGnP_;a_hIwiY5oAh{K5)`w z!3+6yGr`J$5Wi66qt9hfhge#MH{^g1#83Fp;qiLj+t4q6xxIp?au#IIQ+=J=z$Ho7G_YiMeg4 z(Bjo-}H5 z;=U@97b{R=sY|iyCM^QEh}aWMUgRnPO?rKsGfv01UsP%PIG zd<*A}%DN|rx}}L2rZgQ4N~IQs$-$2lD7XrVQ#@J180EP@Fu?60RHNy0#nSj`AaWcB7Ma*=`eI%U; z;{=G8rLZ(BJe>%k5)lT%5w|(aA$o1$7~`)r`J=!ISOLPvz+@5KvV&(g$VP$?`tp5D zB#O_^hqS|D zzfzAT7JY=TXB&Zu^&M=X6v{5cK6;|WR{5Pr2J-0z2@HxqhPyG~oE9A9&xHg`K{!JAJODD8$I88NG7;6pIZkUyV46Z%IRM(^-QZ`72 z!5$4*#Wdp;1`CCUoEyJ~0q>GIg{uQ|UNW?0MR!vwX$Vc4=i5yT+Co{d?TXfMv`TBS z7*hH>q&G}NK?a!5+`x#LM7h-C-$CX-0u={rIAB~|#QAL!ix{+cNx`CLu7?YNmo&|SjIc+UZ>s6&&(I}N5UuwiaUb=@;qW{;*JTHT>=Mmn82Sjc#>%XS%k^)Gmi7?mHOsqO7K;wKci8w> z(5aEui-;fZp=7H@!-m{{cLH4jwL9k=<>~noM*4;3scG^Evws~`Bxa+RisFZOFGDe) z!n84>RG;^XA|%7C2NBvrq;ea*HKMNJmlD)i5Ce|;Y<#PVaCul`aNR^HXf$D#!v_)l zTK75&taPZ@O-9Ae!o)1KgIcd`wAv3Ie&A5gzfI4E!5?;dn|XyXsK(PWI1m&EgB-jw zfcJf2J`+R@nk0&T%oH6>JBm7;`*iTwAo)BZ_S$fCHcn#Gl_gnX2!>vS;rr|6F-Uss z$1{cej4)0sTw74c6BfnQz|vtYv3PiiozaLAuGq>mgJ$HM!cGpXM$$r>0e2QF&Q&a9 zW4GKqB2S~T0p(V0;B=MZic~?$ftp8=c7I|$s?k`n zIgy-*L=>BBN=|6N*ma62gV)6jbRK_MET@hwFfKv;>VQE82JS_Ok3F={Xmw5@?qLCO z9YK{MoRw1GMlM>0&5xPd!gJje?%F z5hWF9DjZs>B|>H-iy5+o&}~Fh&IYEYzcWe`LTun8U|ORERG-)LZ#96S7Yz232`*iw zXnE;FrH((aBCxBO_Lg{sa_`Iy{+?jK2tQU43=Ky>hen}b_pd5Z6B7zblbeylg4kev zW_1{tBR`Ao1^M?Hh}_bplJJ}m8FE{)EJkqz^nIsMN_e$0&Dpwg_ou@0MjrnJ})Ev1(bUIh{EQ1)$BNljPo<1SBdK zfwZ~Shy>=iCt>FMn^A`S%Ec?>og#*jHRN??qhGg58_9F(u+u5L=~aZ^VRNIjy;u9Y z*f$C#L_dht00bhCL0SO^wrf_GSk>Waq}Vl3z0n^QJ??LkGXuz$<^beE_ct=sq72FH zVz&^+H&lov=}xS=?z+>*e}8KB>woJDZ*uPo-+ue>t?nb?+ZTV}U)+1cw}1Gl_q)%8 zZ~u5{ulri{_FbpkTf?{i{f@74pOA0w-}K?nxX*=eTTWeZpAO%)o%*7CG<=(=ecat2 zz7_8OxH}!b9s1KRx{rl#hrcxIo)6!S6&`bshi?zPz2nY=Z%<5pqx)?5_VmC1HTPKf zc6Q&-xVMFGQ{Vd;_fYsYbH|UmkB4v1zy7uEgX--^54-n=Z!fI>I`?(z?ZUgFV-u#-J`>=ZZ$|u~r)!Tpj1NU_J_LiF$+%xK}JnlZE z-ahnS-F@oqpU=8?gl{iC@n-if_4cac9#(Ik`HXuie0%HuarXiB);{Z=P;bBXFYcq^ z+uP25-aQh&m0mjSJ{7*r9{Z@9S8xCIuiXRTTm2KyxVMLImp0$&o|SJOSari^-E-mF z>h5p32gA3u@2_-eUkJ@OVMNg$xvJx1D>QEuA!{5v=|osMx=9RpH_|}zf!htH$@{aSX+}lSRz_F@-FOg4FJ*;2ynRJll}9idI>WU6hGexvL-m zIbfD`gxx^y5S{}G!$KgVj)d~w5zR|%3O19g-2Q~B3gAhn>!h;l38smb#tQ+%o2)EU zILrQcK*lVAv)&UWOox^nZ>x+02te9h@p$!_!7!wX0Lpol`(9$;-8P+2R&SDzHV9^| zAq|>T2%gGV#vu(J4b6Z|{Ww9sJ)UTa-6b2Af!-FyF4L6kuJS-Y;E4Ac{y^!=nDk*E zaCe?UsxkFss5i%E#R63v&HzxQj8*Msn{ybl3v#p?P8aqVCMGXGb0UNYCkZuar$6U5+M}#u=v1IgS9v&3+@%UkYgN>vGK`SDwhAKsUmo88-c`i2RF!AK+GeNz|W)Ee5UVMmv=v(!-lw1Y6w@D) zE~3WJM!Q7N;An)?Dyik`HW1u~6?a7J(6&&rxS5THXtWYoV8a}{Tx!>wf*7*;V$>sc zsJO~jA>}su5c1?;dV-m=07~W}WqUYExtQQ%?k;>T-lU@cVyRBSgs}J#p22lEJftjU zUg&MG{+XhTK>*`1xNBtbCN0XYvi(cdI}#;PV{@lT2O&t;BgGlfT!!&oSXvz{&2qne zmCf)NqOb*5xZsL3CV}IZ9oqT|mGQ*tDidY&)J7rldBf#H062FcT5ltF^py)dG_U|i zPP2<2s);B*^xOy}^#Wa@2?f>bUIPaCxF(_YF8PM}5A?N&JSBuzdE!B(3@?=K)hpCm ziw*3oH~i6&EDVdLEiten_C-9bNEU`glOBR)IC}$oftkhOD#~#tlLUsVJW(PDcNpHF zh?iZ~&Ga2cGciRp)rx~>x*3_ay9}gOCP^ht*$ArPy%Vl+24#51f)rVvCV5oekYAiF zIT5AF%pxJuL@}nG#vmken?6?~6Z4Ixngs9eD0{M8IzIW(xjE(8vGH<6cU!f z)*z9~(=?aLzcxx&Fzvu0e+#p8^4gW+d>u{N6d=w6Lk4lK*ZoN#2)XISXz@u~9g4ga z-7cJS=;3jYPtSiak~SGnV(3!VaXgl!WOU(4FaB_n;+oG_FMBvqSqz98ClghatwHL{ zQkM)DQuLCKB%xFHN$Z7QlcccG()99)R7Ys7UMvyKdZ(%vekcjeYIdm?O(dUifk!Wy z2&r0z(u*e2;b_mJ7k?m0b%Vh}FPEsU;VO$>GLdxj;WKq%eFZ3WVSVbO7k(lMqwL;T z2a!lr)C$%5uwMLV5(;<~STB{R4HD9Dwu!Tnv`*((60A%#JOg?`V?>L9DT=if?!T|H z6P3mq!-Uc$!DGEKibvAr_)IQXf^};IpYDbV#%9AlQZ1TLU1jHO3{84Z7e`YhUD8CZ zUxH>tk44 zW)@j1a=*vbD$<@ApkZ?pK-J;{!mqLepWvB1pxoqy6L_s9W|_>jB)31oFf@-aD*u|H zc`8xXjFt=Hc%?10OKMD5dKRXL78?kb(LUAKCLtN^Q_H|`Xqh6WW}%rEr->?2){K@g zn3}+7oDnPUwA-h6;>4kXcWGW2vHOAy!9HY!O$29!isT(Z@@d305lm~6mk4qU@W9i9vn>$lK1X;c=8h@e7RVhg6gt2; zR_2=DNIAr!4!uVeVuL+~8%!Ak8gt3*97A?g3r6wPkw-p2V30@SnBh{3Na21}QkUqk zVtrOmB3ek^xp<-m$ctQCK_Q)d>Om_AMKlW zP)pn^HI|oWaGZ&zxc#w5C?>{S<<(;9Fty%5t{8@kjJDa$OrtiSkxeAswtT-cqie_G6AR8>uq7xJ))0 z7FlFL+sX^8Lz`qU!*>R1(%>!QWGw{aV0=v_Bgl)}k9d7z&p47U?COj7ChgG)G=tq5 zkdBiZ5WytK9z>Tur8ViYB(7^*ANnnL+OVo?hbf{#)ig{|l0FUV0jqVWQLh-+r%%op z*6HyUCZ~yner-f+Ru;#)rAyKe>4`)pYEvMk$`v6YS`3e=PT)5-Dr_N%w(>zu7C9OJ zAdS%d6r5QDsPmeoBG=t@6UXG;(2js0nN6^ddRfG2>SggoW8Wb4icuPA(J}-v#tT7d z_0)M0ou}(otVL8mwgDVjy&`|ObA$z;$K#mHHT;yEe_y;dN#XbDj$?vtd|En-(aSzs zJxHs>;VGhaOr!?d<`I^1DAJnu?s4uuG{-nw`qA8HH14C^G8~1GYxUBF9zR(3vC$DX z)xSy>0}OqVaaDBG2hPK&W5bRU^zD7xiN)?d-5_gYBt)Yh|FAcmcfv%&5BeD%(XqM@ zk+u(p!tThd(wl1#aTeN0ViPoR(3vglUAuY?^O=w%V@f3^{_;ykB#Yc zTkpasXiiOKBPPGr1T5r+zUb^TJB%2K>+FjXVB6hVTd=6GY@9)vBTbh^xRkxzRfI4H zd%JOD!n>h3?pNW50xkVbI2@49#3|J;mlnMqZWLID27{Xquu(^3{R(9DR|WB!RE8sH z>AH_*8&O+05tlZ0dbn|cL%UUwGzWpx@f}{Ff#_=5%fUGi;~89jvc6rq9PEE*ApW{? z6<2uSj3C;4`*W)a@dX%`6ezms`1CWm^YZ*}M2YhKDei|Ulaa=EKVatFbAJ)3-Pw{q zMw^`J_*YOt(fBvk_;?{4Aw;K;iJXgZo)zH zPaydn@%UZw__%m{f*)P?|HV_1O9AS`$sIq7fUn%CFhD2DZ7Wrf_9s9y3TYHAKb$mi zZ&9$1EusXG6hYGe8j&Q5@*Pgn*fcuK8FoBI8Kox(f^Jwd8jmP?csN19Nlb$jEk27N za?6NB(q@L?L~b^AZAN5iCJMrC9g#2!haOJY`jhDU&hbvt2u<2|LC(Pu$)SxM!^v4k zYLnV3n0BNPA&K z(rCBMaMCuM)%NH{_!UVJBvnQviDG<*leCt4ci4kbg$ln4QraVuLXo+{N!em;bB(ab zP8P&{`G~~P_NU>*q5GDRn^9Kj34)-n8<8Li1x`*7f{Eh^q69(Ee;AP<3I`re&=wl` zf}JEWJ*J&3i2K12iK9Jf!--oz6K>;;D3$hIkn__cl0#9>!^zn)L(b8@MwOi`i2LY> z#L*tT;l%BTJt85(w)iZ9$p1DXk+gMiIFXy5modya8WW>Uz)Tc`eRf2`DCl@NVXMVP z`v|*&Z-R`!8IcUyJ~^C>vBw(C9M7;GkMKrJM|k@1e?}yPLZFv~kPT}`GlVIAdPxY` zGa@0hUv)_cxobp1D1LiM2stt$Ar$hxB!s+nL_#Qbd`Sp7J0c+za=s*lym3TAC{}$* z2$>s^5DIQz5<XVn)7VT%m+MBldMj0Q`d>aGX|ywaIB5ww{jVF5 z5Q@lL5<Moe>G40M{iU z?%<5<(}*3@7BalL!Q<}Qg0oRbUOBCIO*$7*Mq|cBj%m@EQqO(NDPIn z4<}|Lxz?r^1rMW4izW%8-aaBxbokG3qV5QY(%gRLbrDfglN1mYcxA*2(0N6}D=;}V zeLhErWa6f@nd7;c=3ECS;=?P)cbg&Zq%n^*=9jv-zDV4V714y$rA5`gVZ^G@;Y-7- zc2~r|h(jiFrA7r!Pr9(na{iMe@8e`H0c^@8;JUU@(IC-1SsJ{QlWg>gO;&!yF8KIF=!x#Y{`VKE_pNg96OiXiF`DJOa44Q zzs@Cx8lPR~l1Gcrt#iqx#AnvIRfWF@L6>(c{Mo7#w8~LZ?AM|7SHF?xipRD z?Ts$YWBFVYCY?(&IX;ihrKuF3Md#97hR>mMX)?iQ(79yI^Z9cwnbUmsoJ;mB zZ(DQ8pyV^>T(ao+yg8RlDn4t@C7XuNnRCgg;4|i28l(AqIhO`VK3mSEQHjr$bE$jh zGv!?B4S5rlOC1XD4sfZ(@;P!YH4Y9tb6Fp8L%DwJq6i7vFpKks9dXBN7)xXa-f;NP zdb$Xf@6PC-bH6_x92|<%HG@c{trX%(7s*oK9d>uMs{P9gs@8|6Vh+g3!9Yf|lHN4k zk5P+YSN#{kiFA`33i1+{8sTWnH6W+kuHgz8bQg$!;_C)Qp@JuIO5XeYNSR!54e`r?}&J z4=z)nu$lMt9DidF1xJVQh>Hv8_)boC5cejphrr3OYs;k;U+g;Nufmzsv&7MAt%8FL zaX#s$08IE{ojg4rN5A`Hq7Q5~>bU*TA47njrGczkk4~??N&2*pP^O zYbS$4d<%4Zt-p%G0()mx3Hhx9$aLxw(DDa{{G9Z$WuFT{d=`IYrlLD5Mv6fS^d~^j zN4fU9pYNaO{_TLYG$DHKXTlbGGBwNNTPW#Zf);u_H9D(>KF%Npw$P2p(uct*6hpO2 zu3WTLQVb%sN(%U+Cq>!42M6!dtRg4k=qPlp=RYJ*CB|WM1@Cfc9+%lxyR!xK&D0dU zJe|oq*>SKrx7`t20z`;qFTSyJ@FRyA5=y;Oh<|5j9MWL*BMu+@J<>Kewk zda7xHR{w$2=&V+MH7f|!uYYY;5Hz|#tla3XiC8zZ(5uLMFCrrS-=Ro9lDc;BBBfd; z5a}EeY;^-Un$9jVb-!rjUsR@Cm| z%0=xiipwW^i^AaPN%80Oq|k4AQmi#SDX^KI6irM|3gx9IMa|Naf>r5BF{1Q*Hh5AT zB)#7jJSnP=-YJMK-XPK9ViJ|VOH9TPb5i0R5# z5ahi;`>?!Tz&qux{Mpn5SnU7MXzU-Yn_B-=ySWe(#;$!Aoc?s`iYDds*u)%YU@qJI z{ZwkS7JomP6@==rJ|RRjpb?BFg-Mpeaa?_jJI^UhA+nhzx4%|!3I}sD@}{~2(Z%i5 zrG-Rq*swI_tJP8Y2ZcmSqCR<=`39SFxEbYZc_*)~-Lu-%zh)JfS_1f&tRPlS=3Aeq z3rBJ%nhkLTAg(slM-)FMUC8b3Ws}>si7wGZUjC3KOF9#&(OWGtmlcF5oeZ|6GEYUn zn*oHP;wOjp3nQ8v+rtf|eFw+5970iENX_P?UG|QNVCAVYaB!SSO@O5;(+ncBZ8BQ7 zyzb<=lQG)~)n~!y%c-lGl+WuYaF-SLnfA!oNsZNF?n_xgs20!=@>#Z#anISA3+FhZ z2xcPg?54HQ7?JePCPehjscV{4M0+RbAQwL4ijT--3j2uc8&gwZiR^<}L9C$2rknM} zMsopYC!MI4njS6=CdoC8kjp)Nvk8&?QtFx}7g;N$5GUU@J>1O{P#ExA+4n!6nhHx~ zKa&-NDY6Vhl^X3tN16eIqGI@HH(GbQJsjh5&rkr#T&e6tZKBv5LS4R)n#)PmWyeG~ z0nBq?3)5w3%I8xPU}?&qX9Z!(D1(@lrU-XH1`vvh4`wyL0|yU#VXuvYN1bP)TjTEW z(7&^P6w|_vrZ?7VAtgiWg& z9@R5JZ~q;s(OIhXtyw`Rp?-5#5P?v6=`^EIM|7B2XKY2}`eG>8-$`A?c)3zl6Ug;9 zQ=_xw`Y{G^jYjcJa@>xYdmCw@&;IMw6;8-sfAfSKfBVd`|1vddi`Rda6@+R-pA+I* zwlQ~X8s~V6W9FiBBt1dMV%w&ru~;o#_cu(?1w#2gf*4PY*Am3WtRPlS5aZMGrt#bh zrTQgf#%iSsksM21ucXam%S3qdd7f`(vhA0nsgYZ9Ig}N|%E@Kj$rETExPdp?Jk)0) zi8rOLNm5C`d0R%)APNHhDYw$=Q)9J6a3L#*l@q~@r)Ew>xzAq&9Ej^|_3;nDC>*6RsE0^gasHc2IbaY0dGDgU>n#%l@UKV${5a)Q`| zW&D;y$25`SBPt6cO^D;8sq2(f9GfSw1TSbI2Zr4=emOO2OClf63S#9XGJd?)F1Jf_ zo%qvv%~T3Q3~i022@OR(VwP9Zpr13vw~PTxoo^pZ8tABo|~n^Iid|E znj|E$dGm6avzsPxTL&m<3QDYwYeQoOc~@4_pl01E*7qDZbTHEfcs0PNqg@Dc13Dw+evb2@l)rrKPl>5|QW!Ly5j7b>-rF z4yt4Vi9V7Voh8u+vw~0(y+136K%%_iGowUDv}>hE&6`%-?+Qg)O&NC01MhoNS3V)HvE3|;s1I&~C%OXGDP!oXQWIct|J_+Z zs0Q^eA;4v`T(^g!=^F?dmqW!sxr{>544Pehe`*3O8GTPy5T=YWSUAc^674ht z2t`FPYej;tm$%tx?0QEulFVIrk$IE*V`2aM$Em9ruWwY<1pV(HrbcIJ*Qc|BP;&iL zRuF+)`Q(IaB3JF!t%!~EOQAr=w=9j-OLa^j(2c3lSpr?36@(J#nyerKf%4sB83j6` zjbz_g77^@kg@Sz~bsghdD%CZCU>{74&JyhX4B{GDN_)edg^?4TEqiG|J~1M{F*PF+ z^4-5lSxvkHD<3)mV{E4vQj=lHV~kKmDIl zS2JGosJaRI>7PiA&eE_S%?d)v_J^~A2xLo#Tn!p1mhl7^^UBMJSpPf}>mR1BVZ2zW zrU}IQ>D1^fv3`m{4C3m*gKj{3T-OJlEEeD%jLyvlu;0dtfq;{O|+ zzyF*SglabbAVjom!|83$EVSx;2ZvM1h4;SFM%CPf#g@66HZ-@8*qzHJvD`#W(VOqe zdunL|YrezuT5`NSH8EB@xiu>YQ;r!%M>W8T)|vr?qT-WT6*B0A>F~cn-NiC?!ZCOM zy8jUNy)UMgP<-D@6-?0gz9}_2OQ&AXAhI%Zw61pyXH8HnTGPB?Q%?|0`JJh2nvk*B zTY>W=Bo$VxT}+MF;_#)cAXIztvVu^pR>*mzR(oL-DsV_7-)cR`EKYt4M8M>rJK$TY zmjf{0I=vi#`4;Kr0L-^SF9%@0<#{;(PY&zLvuedn%LSNkRbCEOhM?Ta{H4!2@V`TL^jUTvYM?HQpQd!jim@qk==yHnxvyN%SE*DckN z8kb0SCoL4=8|1`Wq9qA)u%oo-H0zwjAfDY-#d>X_*6}!fXA}gP*PbJw8}+K-F274o zg|BZ~5QT3u3NPX|q*}S?b(~hwlQq~H%>*JD@h?vB}0_BBMNvPA@ZGSTncX7Yy=!KIJi*4ZAe#&VxuU*G}7q`p;Ehl zdb#U$nhRRGL2$#ltR-%b65MFkJfRnc=;v^MSCNkI(#jh0o9lMEZKp^Prc!frQRv{3 z(=K(KqB_wsMtdVz;x2%?AFb9sMn4bH&m;8n82vm>KTpullk{_vex9PAr|IWe`Z-HK zQ}i=UKj-P^0{y%|KX0I)H_^{q=;y8U^EUdKrJoA@%;6`&q2;fJcTc^tGzJMmu zr_>r1=ZZSH{M>I|FS_izP@55Npb>rONLJ~Z7%D!v^*Y>nhJP>i+~2{qA9(z(czj$u zKEaQu75U_HjlTCR7vQPo0?hZ_53(1s+GKox{c-^2`{85cR!jWINr@$nZ%K{W62~`X1+jACpp!djQ6_i3 zNmn;Ve?lh&Grc~j)1B>uF?=xSxx41sqtF^`fOGZD<`0h)8}(1s!sW0y#^0# zq{T#&gito_SSDN5--Kgu^5u{cOC0M{W46SxCM$?E;uvw|W9xaR?!aH&Pbe|zLNbR^ zS1xID**4J@Gz}6@J~etvJohq)!Ly2GGlzFQ-@-xx^;0LCjiQ!CE5UQ0tEhM>Y!n)=8R^ao`VQnFI3ET1^t6Zm< zn_k3~@R43@NM0ejZt6NG72T~6T|jFdwB`d^^POhCwb-iJn+V&fNwFl@%nHJkU!g~q8^`p4x&(dicc!MnQkied3S#Ai zwPUJ@xn^#z+0LEBT4o(*=9#B)#AgwL`dI23CKc4q30$S;czIBkheJnFX7$Y3#9FqoXWi*~)ALG3@S*F4?%W%8E{%yy zRZQT{{nxB2q20%r6@-%KKV=0G$n&WYJGk!-g_>U?p;A2) z2=(67=&Y{d9tJVknqF!jJ=ae2(eIz~x8iWqc@e?k30F7Ari}CFQhi?kDDrwv8%9!? zH!d9GJnH6Npr04;qsK;^xxrssF16TnpYm7D*PFAwSC%I*;z(jIe;*J32_d0n>#4TC zzFO+!YMy>&ZA8EQ*c@WGbeXu4n|#eaez>$09*1dM23`4@r(Zp5+rjgx39y<#B`XNk zuPwKXww!CW9h}_<+W}En)`Zhe7Sj2;)HO>govjlKpa^?D6-AaI^EIilTcUX-D~Od7 z&DeQo&S@hu()1+j2|^q{p1L+k#jydtmyile5I>R{uO*28m=%O6hz#bSvM9x1l>vmJ z;?ArU2`rHOwX;C(2rLkK1XppxkM9Uo6cV8tA?+v`hXnb*pv<<&+ES}lL^I=;b-{dFL<6sb0U?ZiiW*%XF4rS#oL#bI z7fh0E^s|G0cG1rs{QO^Up%}rMXSRxd?RwCTEjY_&p={M+5Xc~G8H+

4LC>OxWnw ziKX`bHa+SfpvmfY52QwKHG{jef>1r)a!Y5|30#*9hxmmmY{>HtyiqlK(_OzzLQd1E zYniZn@^?>^nYw%j)WJy>QfCS4TxuFDVLh7_#L5ZlW<3%iS87x+bhJANeuo63M*qN^ zLTsJX^-U_aeUUhYJm}10|A(a0lHE(G39)3?$O>ZRWVh{^Mx_Qblf`y{u46S~7veGq zNquAL+9j3Lc65YH6$_~&sImm~!PNLI0lhyfh?Nu2hLbf9=a$zNERS;}MTq3*Q`aY{ zNH$JXG&(F<{7h=ZmMs2LRuHBvGMMseHXuyI3?LL0pUrBh2D5G%_m<(y9)PP!l}XErq=h8QT@{_wh!lzUbAWJoX3X6rI41-Al6wU@_m{ zH{mgz`Ld!DU35UF)hTREO^79y%?u*5SVjv|zUf30XQtE;nC#@R0LVVF+*t?v`ixt< z24xg7c_1|_5;h3`W>__n$~+bWnaX@!P-%(eNNPGPkxXUylI!V-sFTgC&LEPL0-*!f#{+v2s$_%vW&L=3qA3Yj|d& zkjLMru2oWbj8E_tTZ$S>C|^vC+Y-tbvVvGSp==9hPRBi*{y-LFbYzLkAcV7b&vIGs z+b6tWK9|R(Z2?u5fOe(EZwY97RuC&EpgqQfE1c>^#neBW5Y}r_*EDHM+G|d=@=|!V z+4x9mDlCybm=(mziEQFH&iJ4ax12jIPFA6~>*gFp*KK2lcA{y7Q2B{U2tk%o*FUKs z@0_4hVVLebW{z|s4Cu}`=O9p`J6|Tct!DVv)C5^FeREb2D<{*{=bf%+bdA9`A(yXC zU5BJ{S%c^X!fkQ>D^jDhIR9l?L986-H=S6Vg-6*bcj3x0mOhO%A&DPIU8kgy*gR2= z&|*pCdsCyfB=TKZL9CoaZho?sKMBWbnfixPJ%^)4%T8&wM$W+Ks5CIAkk)Udu5VIl z?VFgbcr6e8KVce%{&adq;xpvDr)w$!*Sp^Rq*v2sFLOD9KI z5dq;>A%=%j*CT1mST{kZMG$_A|Ho1zwfKKDD~Ofj|2@xP(-Lc-cMu*=I>5g{6Vrpd z^nc#z1dDpnu_kdTA-@+>^C7AH?w+7cSAu>xMMLsAM4+vxx1{@~)FfHbeSKCCD<|DO zh{2hw&0|(i=0jhPcK>Wbe(z3Q)1>m-OVKxq!hwG6ccrGn64^Vlf>=3`ZJEM6kit%xiBd>az8O$uHJv|Ajo)JZA7=%jn$8~z z=`GvZ`wnd?#B*3a*gJA8LVOk>q|G-immR)SpBnM3l_|5tv>`PGmYCLM1+j8s+IZ4w zA&v!GjA~}YXEaHOI*^dd)4X~m{ zoPeyI=`P?_6vOi$eifqlbn1#E6~(#NTb`b zx4Y<_@t9>sC;N7?P>{)+muA{x4L<(X3BF`#V7%eM)YvTzIlv$WjYWgD;*Qwatv_`I z&S<_zCo%?U-vyheQ&%);I~<#ELK>_VcrG~sIIM=6@=>Agm_2l+D?y7g=oYhQL*eD?AUZ@&qwu9 zPY^2k!>KuvR3$gyz+XA5u(k3BQ{%O?^7|M>*6wt)=C1XcgL~88PF>HW{9QFss~ol& z`x~hdT8#a*tRPf#|1ViVsOB!j`+s*s+sYdV-%h6}oOir#-MqCSCS5eU|C5?ON!4Q8 z1aB53ns97_pec~Bx=-VOr$%on$v-lPL9K89AZuo{=4YFTkydCY3$EX`Z@DZ;YK%wh z#<(vvLW|FPvw~2KaTkMFK56U@h8w4ndx~#t#9aVzG8xmpzPW^KPNc49(iX8t4n$5R zFK(2?tpH4))h?b$O@t+{*JK5;a`M`K0Vf?$RQD;mGBmgULi5ytsGSg-L&#}9b^Vgc z3C?iPMN!*)l_^$QW31UqYV?+bN?AdyoP>5kBskVlnoo4X<6I5KeWaJ`mr2O!Yf{%T zshoCCKr%SoQBp_eJTi4wb9yB;4VJLJIx7fMSQ!inWs8WxE&~Wf#c-p4v>|a_Fab4s zUG-V0#m}YYXHvCTFQ=d}OISah8mpxUKa~~4%85WfI5N^w^#mb?&!nzRQZWoZQSyJJ z#%l@U_p^d91(BgSsTL{LbuxfZRJ?x_Z!3`tAY^SfMvVU2Da*wQps$Ym>2ZWq=M-Qn5t&m zZ%B>YlFRd1L8Ot(h${@Y!b+us_UR#xxy^Amm3xX0zm6KO!!ir8eOc;iCl%Xmm=w~1 zq}n0n`334!>6#DhB(>-A?@UdLCB;PsagBPlHP19!UDH7&KMHn#d+I7CW%pW~Hptkm z#_=twaawHsrmP@Tu9$d7{gzmmEZ$(i5J-|>;uI4$P?Vpb3<$NZho zbvsbL-2QX8c@Oajbo-lUcs%;#5u*9C)OAcMnjI5OrY*mqk!JTjpG!@EC8y731+j8+ zTEqS*V*)Eb3Q26db(t(#f9(W&onj`h>r>;jn7<|~h?Qgh7|s(eEjS(P2vj{m2;orb z+9YibSTj^q1YA^hR6aFcOAz;F1+j91SUuIOd4{Vm_$JtYA$1*+vVRRWClPLo^RG*d z(&GG7RuC(~`JY>jqx^sG`s=RyK<~i2doTC)yC23E|ISCy9u^*XTd=HgwppS8n%rYz z86ig(KR*7pp8FBxeX-~M3KiKL%^R_L-CKb{2=SeR*sq`!8*^>88eQ zsZBd8h!s&AmiQ)dR8Bo^Pl1spWd8%H>y%U^n=u)s<8SKy_7Z$=YSflQzAGyTQz99h zcgp`KrcxO|C@O|KDn^_TZ-25|t8<4jgN6aI%7N&G`< zA}mS#udEA^aXddA9i&m%S7bM* zros~0o~$5NPGn=xdt?q#w133T@%02DmM2r!CTT<3FwrF{@)YB5n;@@Ejn@*yV_89% zg2*shsR2*)r5QjdDuxeuqj~0c3Uz>E^%AaHt;9CpK6!+av{Q3Bsgmppltj|jx8XKZ zlVIsfJu8TnlhhcN47+u4R8pjO)f0qFz9DsOlFDSmgr}$oxTq%kA4rYY62#T4AXZKg zJ3_CEwk0##m&Rui!ui?MHB2g;oyrq4a9hlWQd3}w=_j*-SUE9mf1&1eab-yVNZ;5T zLP(!ZUB9G4+A(oS(bYfN_fx3}uw?YftRPlSM%!>9#cZt+oXtc_dB$WbE`yNJ4Y}pA z8Mo7w6q2gGgU-KZ<*s(edsYxDC!o#Gb?A7X_&7B)Q3&SlWfRQ!M3bn=2ivA%W?d7h zaa*k>mledy31!uVTFYoB;*$`-v#D#4wC`GtXkTCsc&5hv)2T69Y(JS5#LBT zDbA(nIqgg6dt(mw_|-5<@cU9rD_+s4vI(LDzdJQLOTWH@L0lvM;x6NICBngt0tj_Y%44FrAEDMpk-obo~g?EdzbQ`2CH;lo)$s0Q{6LXykoTwHy87J(K~ z*#zH&DE=aK9g>P-%|wZD2W(R#-JhmLX>tCKvw~PT&hLR6zRmHPu(xtrXA~7i|7=1& zn{Qtl6W!{ZeB1&OP>8#xXIiw`OFxaBqV6X` zljLG*NyV!eRWyM~QcaD{(k+KUWHw1gTyY+MzJ+BF+%#TmD^GNh zQa@lb|6{2Mu$ceRtRU3r@XJ|2s4+^Yz(`}%cQO^rrzsoynv{_gp&9>@nk7j!V4MAt`kWSoIaPjvMC#3zlgSHQzN#xd^#%#rT!;{ zpq9ucYI99~LYm!xtS6P+Q`5U^0WJsPReT2i=}6~xL(Au{+xrqPiU zA&C#Bu1``)^f@H#{izXJGI(EB5T*<=j3sI~61`pq5Q>VG9**vh+OfuPbbl}${g>42 zO{x;+r0jm%e*Mp>kz4BVOAO-Q!f^B_sVke5(|ryF`=itdE$;q7RuD?<|ECbpwI7DY zCYHwR>%9gcko-Wd*Tv{J&Y77x5YY{9dltu=zFG0}ae62B<>n`X+57`}BDe z-!n&a;$|hLGhnNsP}f_J7yXmNKjD+s0bmxO?>{lN8I zsq2!4|1n;IZ%>WT;{Uf~1+jAckIavT&76KUb$!yvAZESdS5hOiWbl!!AXZuiamIp> zPLLvugTG8&pQJJfoT~kdfj>))*pkKPvVt&WkzpiP#()@eGJsH2th6z3WS}u{BrpbU zzH_;3d(#+*Ied9fYUGxB>|_xC7L0+%Qdc%MYc7FWO>oQezN46jkqGnS~Yjd#PEHR0g+AAXJQ~ElX;}Myh-e zTx5&qcT&@0iRU-7f>6EE$ApBJZEU*b1YCLT+FWr#P*EX9;*qEjCQ=3viV6|hngN93 z#cb9XCZeJ{+x5pg&2q8PT_|#Qg1})qs%>J`b=RG_-n~ye9ubdw#p4O&%`+`@pz4R+$kQD;&GFBoD`3ocogVyz5AqiyGJ~x#N!t6cvw8{7LU{7aYj5I z5|4f2aff)^B_4;xkMEpQq^OY5IAVe$LX*6#Y!o&w2W} zKtC_g&l~9HP4x2?`gtq;yp4Wl>8Cq;yMqU-!lq+g()7x3e- zXz2SE+)nOpqn{o0vx|QA;K%9uTj-t^uh?l8+YTQB#_flg{5}+WxIK z-bmK!jfAe=Nc!rH)IhzF8qgc5#Z}e^^+t-J-bh2#8>xzVBb`xiq&(`4v`D>?I;l6( zEA>VSrrt=?)ElXsdL!LaZ={6kjkHm{ky@%Z(ogk9imKj7W7Qj}u6iRKR&S)t>W#Eo zy^(sWH_~(UMv6{vr1w`@(dmu4psTF$>Wx%iy^-qE8}(9Gxecf{Y7FX)T7`O}<`KSi z{Y~@r<}6wXcT8T7QmAb(0ZfzXmjo(*tLV|3ieAbet27r%wFaL|^>S~&e|?$So4=vm zY<7y?;=*jR-g937WPidnh|UyXB?u$({T zZ>TusI*!im&~3_7{@O~j+`wtRz2GQNf4t_Mcl123`s<73Dvl>?JB{9pJ%3ZN)Mz$N zs4v}Fe{FNt#l(wxZubJHJab*wUtg}48uO0lbhs*OgI9i8jUfHPAwb*j@9|pITH{JV zFu*IQQvUiA3}FTkK7gDXu`k&J)ujrKjOuYOe&%{#ZlLft<5Z7U)2nryb9AIfZ|Xfg ze9SEEq#isCRi)cE@Au3KtM6A?_<-`H`A>YzbU_vOL7M`0Fd zOPwMgti3$wb}Mvrd0eqMH!3z7oOA`;bgJPw3$yi6^pA!(z}yt*pH#g~)9q%KU=tg~k4*;>OXwU1r)y5xxlBiTXX?!Q!QFHYC;VYl zLI+%$Ut-uhPM5l#S1UF681&b-ORbjE&PG02fx5olg!UHPOyez?(wa!_jYG23nrkAx z%|g0V>T6=+dway~J^>GxNQcF2+UMg+Fh=8OK+I9-`r@9y1*a8?>y-=6OE`wj%RZJ2 zz%s6|%+XB<%YtN&fusmSz*%T@7MBIvW`(U*ZrS3K$xXXYj{(4g3`O<`UGK}$v;un# zmabQ5l)O@Lw$uUPi#>lmb+AQB90?1@-3I2U!ctx+wLEWhBuC?IjO2ApHTNLHaXjqOm?S zRr|1N2<$$*Umpl`W_lP{=F~CfRD8n{&Q3M=+Ig;arGxvDo}0s@2;vYOejhXdEI3o@ zhLgp0yMo*)#mHYkwb?OK}>bTtXX|I^ZNJV{tM#Vd8gG3 zGOVMf*QWO~Z$PqwaLj^mtam1lEV~4fnNs5-CdugCOAQU-E`iW9Q_oDJ=w?xr7TB~R zn?(^?%HpqQE+Xr=$jWOu_=>GOT%U1~mlsa>^O?&;_35TF>(ue#!5%wM{jquV<=oT_ zl;?y~FD;gk2LV-QnKxzi<=iyo*sW0AI=TQe~hnlwhYMGL1bUm z*si|myjEZPu~+3Vxu{YMrX6N)iy%N}5fz|%UF~-L8_TU0Yt&C*vhThTU)`U?Us2zQ z`_uR|<^Bx)`s>+G@?8757MvrSI~Z|s__4!h?|S&MQGPkz#;(aJ_vg6i&-1UiO63>u z_p9zN;umh%5Ay>KlGWs6iMU5r!`tIr(bavexl#cDDD7hCKd1r$C?&+{BbWvTz?6=P z<{YD=ip>CHBD!Bggl5Ge?G9I^12Lqq#s6JJH656-A$m$(|P?gX>j-9`grB-K22WJIUCi=`+) zkbgZW5>ga&=C|PcATZ-P800m}-v(`J_aCA`h<@T~fpeQMZuL6N)*vFb=tNNF5Q1Fq z=7kclR}6Ex=qiaZ+O-xz)lLG5*=96n2)D#5wrb$KTTY}cSo-n_;Oev3U{R$Y%ZAVc zGLO-jNj!0uDjZ#n2@B@LXdMoy+*$R>TL^)g=#EqtDn*1>wQEZI)eL(!^m6BTVci&XkCaRGa*_PG?LNw<@P^$qo3Do6huI1WqFILrF_*2OqjrjX z{cmVb_5-Divx703tuPv3EwsbhdkD#tU2MN9S=nECL`Uv=O}0P=k)8n|fi-LRkZR0B zrDzNtgJr4UnkXL;H;_V>xN03H2c$X_b*Mm-gLr}o1Kn+^LpG5=0K2c;Y~Z-*ZnNvf zjwMQ_z=e5S2gcC{Z@Laa82IP2&!L~%kyWXno45}nRm5~8#v5;JgnASLG*KPp6tCRI zb=}F4#hNEkWCEm#?l{o#9LkCzNsc_Ow+lr+rI}o<2G?8zX`*|L zmR7`4mE%>L^-6NYM+WM1EO3*AV}daUTvGwg zMDsvo?KnBI!L2j`)I>Rn*w;iIaM&jeu2}#sMB{Muv6@HSAFdTr^`djvpr27|f58f) zF$=NMh5xsLrW>LSCRj()U=u5iK&H>G6f%(TvFPTO>frGC}}dIcp+0XxAi01q9is z2RlXv)x(5;*oF^IoqBFiJ*4F_h*^MOqPizQbpnB9-5RF45qEk>G-@HO%qW7OoC)@z zv4!nPIuX7aK>ua6r>k$n%fPC4`;>ni) zOhorZH;D~lk)cF(Srh#JXqG_?GDI6KXu_S0Cd=9lV2|u*1NOw1H__Y?E`JYzygRBl zVG$EpE=U;wO1jYkB7*`ZpnV947yv{DIR!u{dcv4~O{f5f0dV$2>!r$=;O?H*BTWZD zl-@ik1HG6D^g$!2v>#X_8WnwnoV5j5qS2}a1FVVmt_uhmy4-kYKaBCyb1gP zk+^`HGZ2@tfTiVPqlxfN&2-X0DLm3((h>ta7AOGH=c&Nj-p_sLR5nbzG zw?^&lL)AV`OH^qS@O_wts_A_=wbiJj!8LFhgw~ptJlH>Q4^P_L*ibVJbR6Hq!Y0)R zIK}Vi2E&*U*X_oDF;N}R{1C%X#PM4z zZi3d`HL?B^O+i$*Cfzk!BE^H#h4tk3QGiTz2cuq%VU>~7i3lFvD+ z41+IiaUFgHfDK;X!;}fU4!{I|m+kw|NK^cmmXnrPu>BmgIYe1b6X8}9%Wh&90v7LK zKS_f%2xKUPg-lZKiG+6z0x3I72{Ka91Y3yPTrvo{^esr}apg@U2hP6kd|#La8e!T^ z+Vn-yd$K)A_*!ZKU`){W;al;Uq`;;A^#NXdCIs*B*7(q+b5CsGuZ0%$OYX-O2*HnTQ^G zzH!;9%~v~4Wu}DaSjU@ADk2WuiPmlaFcb0PP$^v}yt_NjIRGH-s7pf>v@bVV>4(V~$w~2NbhdB>G5pyJjYu_9$2;rehUn zu7o{~BJKgJxox#*Z9u>u#e2pWbgz!d+bAW z&^fk52(3wLq-DxUxS6RC1!m$p`W!nDQX=cC$p$nN+mUBTlT#w=TeB!I6W65f(AGu+ zlR?Uw>f06QkW4g>40nz9$Jkd3`v5hO9~1dneVpX|5z8PAGe_W^j{r20=9R-c5nKEA z;|h+6;;x9}+$2&-OnMB=90l8je#G#9CnCMCo*TeS`U~;SbdyX~5ov^&IdniKk|S|$ zbrXQ;TbGkhGhcrP`vbOXJQ45unhG{Nvu3!qJI2*+lB~GbSHlz>6U8CeN96P{BK9mC zE#-M1WNIl;CZdBtWQ6ApLef`0As7<@S$dV4;fNoEqOY!LfJ`KhA&m$5{-Jn-P|6s2 zGf#5od|vs$6KP*xl~8cZIvx;)Mk4TiM|1(h1bxi5D)cp4lPyZK`}Wf@08OO2?>bSX z`YMLz1UHd9q@^hbc_MUj@@Upxr(1zE5g!)nC_UzhF!r@1qOeRiRfP2BX3GU>0n>O-1g1WF*j;*eD{nzKgXIClZ=CNb}&Jf^LzEN5EeB_ zKUl6K+DYS0Tp>lg>`&uz6&RF>ATQ4PNsK}EG_e@;bA!~*!aP<3v0-zGP%tdB76XODM_imwIxZhfgYZ})Rfh-oYj}=O;<`w)pg*P%rdg-^=rEzgRg$X^v53^MM5;yy zO>b;m$%L8}>uJ58ztUNO6hoVsW73TuM@}IE(qz~qj<4jCkrLyQQ=oWU0W=fMQQeW6 z7?qsW#-h?8n&|Fp)gucNaR8K<2C4x;GQr>55_@D@V$wYry6hX{auoo`1b!6XinEK@ z0gmH3mWEY2L=#;e!CE-MH8G-reVKq|qPUO3-V-AjC=G&Sf~UB7oN?RIm%ZYctpq+$ zg(b8Qjl*Yft1;{FG7!irEyg($2Lr{#A)Q>x=+ zpcELT>11IHUHLjl6Y->;n5c#!PmRhKbVw$e!!wlol-Oby=i@i2hb7RLl~GtGsz>B} zTvtSs)+h+2FwzNQk|R84A^l+hor(OY+T}e2gg)Yi-QQp`3n~`S;gjMuRlU$W6|84q zK^yiP9kOnVQ>|-g{8b+daZt=EK7mt`i$NLS(zrYXkm9o3n>?gIA&SW)q00wvA&zLC0ef@t|pfCdMw~(}om?H%zC>U5-VnU2lPFnLgv+RMWS(X@Q zQpJif)*i+;5`7jvW968SJsCnL*@%R~WbsKVE{?k`R%tyrTc`VQQYtKLCP5F0OV6^f zLK-W>SRpW2h;e>l*U8k-k|GuuLc|VV#-hgA!t*%2tW9fiw2jpsV7oGzr*#-)r5`Pt z5Cs!r3yi@d<>sYuYCEW)ZbQiBi9z`hd34D{_8_jiDdXfB-EJQQL$zSpV-CuVSO5Xt zM0?ceF$V!rD5aq^D0ggMc{CE(G^n`F(?savg7h9(Kro9I2bdJ0?4SnaN7NL-HW_*h zK`i=_dWeP_1V!;wcEp2n11AGFk)D9-nZku|0z0O$#aRTlRrKaL2&SUop`d3Pl)Dgz z$t33?8Z3%c+$O2@O@p8+8f5=4D0d+QZz6t_Q@k?o8cvP-P@?)%)dCDA`X>gNfP-qJ z>Mu?5LAeVS8k3L*JPzDU&4EOEFJPM}k659J33}zeouv_gY9b>$Z&2lo;)=a}8<|mp zIxiFHgXa*PRl7vzrFNVtMC6s~C!yjAs@bQ9j)!NWy>A9<@}+jdaZWmO4E<3sLhue> zZKj6Q`w(eJSNt?_1FW^}y4$JYtXUkw?G~|AjPW$Y6G&z|VZd9-2cECAF^T0PhY8OvE~6y`n2e&k#d=0f7dz_fwC=Gd)+Bd=A)y!d2hpX<`OJ)B9LpTz+X6{$sgL}@)KUW3Mz28M)&I@vRDtq$k&ng-j&hlhB z_`BSZOy3RIM>FDQuMNYDrN^c6T5b?gJ9*QI9m2hH#nRW4sI>Jf_PK9$bb?cnk@bKmrLQ zkU+w86G(tS0^EPCz1Kc_IH!(UCGvsXwa(uEzsI%LUVEa`ld`)f5gtoHv1*>H$E8%l?Ya_NaZ>CY`30$wledBHNdqyTJ+NB^EM8yL?-mYk(Ey3ai?q8Ib)$wU z__;qKoZ6iU&8dTmz~eK;^#reuwy?Sd6^Ow^M{~tqq9Qk1Ru&1*@izfi+u1@HiM z@!%G5yo^F;KA`I~f{}PpGy`2c&UR{Run~7wdQ|mvSH{($u2ZoC{O=yzeUc^ELcBt) zOGGL;$=b^$VL1VXAm$fNSPgSqyF-||F`4IB`J<<6Fg)rine^m>bAO+sAC~Cao;{?K zqfJ+qkryd5f0>O}x4Bm-OIu&EW3HB0 zwzfz;GTq8wrAAZ~qAnganCdsnlJd~^(!XkAb+C0&a-?%PX~{g6JEhEf+pDWBE8I|L zcGCag0UQ*7jSk*}IiRbIes}?&F9Btao!qyIsf&)6^38)WCED4>J@Y1~`m+8>N17E? zO#`KnB&s9zq8cScb4*-0m?$9;co9soV9!ZXEcC+*XexjFRFRx z0uOG`1nNoL6@Z(=r1e=sFQOS}@rDK8Z={}1GXt$FmdJ7cjM(n1$PNAa+A2=1VYkRS z5-#+%P!RNRVG3z|gJym3cVoSiGA*NxCzt4P|3OXw9_D&hpWhSf{}LX^dh6BU4Jyyh z16lA@ZC&8^v2>urXsxgawmGvZI=!{N!;fU`@Ech>{HW6ozbLZPe=UD~A^)ZK_ICKj z)g8W+bcgQ}eVT7|+v(E{B|Chx#SULU@id>~-r=LeJAK+Cy~DfCc6dY2)4bgHG_*&SFX9e65qH>!xWg{Q9rhsZumf?2 z{f9g3KHOpN;SM_wclzWz++o+@4toxF*m1bSe#0Gh8}6{zaEG0SJM1&u>66RwX`a(P z%~QG^p3&{_gzjm!C!Xd8vct8slf2FMtc}Z7HQaBGkneKhHhix4!u!T$Jbne=#6fj2 z-z@x%m+66bPD%gnS7I)79bX!Hb%!2mAI@e?6t`uf*m5k(tO?}L0@)(z{~Ufl%?!Jq z7+Mf74ALo=2L$EfnSa41Ll3q8OD18v+{I@ByeLSP-1ZP8%Pq7=tR0P4`yOKd*G-aS z+HTFH%!EChUph$l1!#vWE@_$f@){CVn{36i{~XW<-4 z!{ODtOdRhrBn#}eG_dr?@KmfWx=%Amb+Ts%5$*p z4Y9cUq++Qlr~hW1RirNt(Re+0G+JI7UlyYBy6b3ERwhnf?+@?vz~=RUislT zD~}I^D7?luA~kG*U`y^cW@Z-Bu@EV<6@ zxEsv^tePGLPpWw!{pJH=lE?u&n&qm<1M}vYR07$w{l@}wIpJbQ#dBoY(fhA6w32W; zuDsD^zgD9X&Ix!UCBRj;Vo#-_*e|15FkeD2H<|av8qYFLnIxz9{$M*XaZuxa&^^+uMH#Lb|7Sh1JwjGsW2p0SN2j{K!Tp~+q?J8tstW7#nM%cii>Fib?} zQ825o{>LyMvY{&BhwhYom_tG0BiBX)=j%U(V5$1UfTcJ4ui6ugx+~kt+S@~z(M6Qe zUH;DyC#{VqMU>_Yw$k-~g?O?xFullO2-w$cSWs68>PC$HFjL|DQZt^>MGi3KFm}4} z*QWu=BrY>matnt8^^IvzXB@K9V8sUBR*5K_msUKnB~75R7mB+ICk06h5qE;rv({ zPR0XDD%!(D|5Fsru}9?a1N_bL#r7(meJ6c?%zJ~$gXq88sBMYQ(K26EQt``_gr5zP zP}hDS4PjPeR=qF7gL{MIw6hD!1mvBEy=>;MOLzYe!r3x!uEgPBulo&W|o$d zreCBq1y->%yG#uAxRZnQ%R%ns?$v88bbj>7DmOyz|B1<w;&wNlO&0f=UBRggDd#QyiV}eeM8$Y!)J`iN6;;ORI z8Op@$A2OMeyJ&TytS70guJpkm9Wr+7XekT7$FiaNM-9FBKU{jJF#k9p_nNyV7s4QN z|M`Y4?ZGQ6pMMfidFjJJwqyKCmKUl2B10ih3rH;|E9&-W@Uei&8|OAmJj@KAg88~h zd+U9O{{4nmTsp$*zL;gD_u~Pz*gZNb+spJY0B^oIwm1^0KV?$jsn@*Mw5%lkWss!T zxb57-8sPZLYHO4B8gw?J-d6Zjmj~XjnN-RZkvg->)+1g{@%~MaCb6Y;Ollyb4r69N9*s=8HS$TlVfp~TZA)ZDD!hRvkO2PGEbQyZ==sX>_XZ2i(H-(X9aJM68 z&%qhxP>7ON@b-0@RtAoQv1K5)(~vrEXZqU+z@N9Ll|e9D=jhK(i=I{k99`X%=~Uod zX#k?$yey2KnR9yXPJ>HJkMm-bRiG~<0JmqRRfm0*r4{={VeC=wKUpzf8pcfP#v>L1 zIsf;CFlo8BoCr>ByfTa~s@SdzD|+aI;B-ueKw`-|Kzsv_?|EQ^LWq#ovd!raTDNub zQr;y%ny-OVPzwQMM6>hYc^EiqGmI+6ioDEYy@RBh0c~CCzlI_@lX}sJ5^rNA?!-^w z0Z98LB@dzhgJxKgt}M}0w+Arw>jG-AJS8sfGsEt%R`g`Ni4*A9Izd0D)h{V}1J(aA zlLoQ31SkDPB`XgzK~lsR7l`xG_F#Zx`K_lmaSwOAnfl6;lP1FK|BOkK^a=q?&QA{1 zD@;~$P6o-5mY5Nno>{Wu&js40%>997(ELx}NR65R5I$j^7Lp<14T>VchHP5tggyW%N!*O5TXEP~I4#r0%Qo&YdTjbV}z-f81s{sCpNjDJ|NdNEb~3 z>HmvqE26tiv_TRtd7{Tk#N{vp;`qSyR?f+uu~#CODDiI%5}$Nz6HQOaa)J6cPKql@ ziolQKztW?!z)ATEN=o3klL=Y?l=l9Ph4z)HXfmt^Xnf#D9l+Lg%V~OBDvJ2I0u*H` ztH*exjWEtmDvs##0EbhPJhtON4O5|HU=5)7$h+Cv#ff>xwIOh(T!jCeiXe0GAPwvM z;))CL4XF?^$_5aj1Q5qP`^+L1qL&qL#>xp24AWhTmhBgX0z-<^t-*_zc;D=Dq{`v}J!#4{@{^IaD!T|W@wi4h!> zdCL1QPHFvch?UvtL$?a|j~@*oWCju>C-JRt)E^I{X4ZLzgN1Q^D#Vc?AxJ{XK3>N7 znGiz^zW^g}wJ^fFLWE3pob7L6s9y-7GOHzYx-i5qg%G1gnQ+Ghqx>qN_|{2gxdiSP z#&~xcMrQq__+S|2H_}jKCt6TLKpE|bVa(r7!^|w`(4E2{ze6By_s&$JO0_#Z@O@$Q z%-$TTbyp$3Kg7x`XUjd}q~{Mq44EthrEFn@E*37FKMK(@Rk5lt-_OD@9|>VH8*{3& zg;73wEhuRo7e@K>5G8Xc_uMWV|1ZM$VmzZf^`jT|`xZ*|)3LDr-%wn~c$U7H7FDhZ zwg5gAl1qC}MUeL?EQn8ED};W3!h-mR5MpFL^aB$X!aos$ua`vIrsl+bjzXF|m+I%k z!ffp%&4jQ{A=}9iE&m71mvq5 zDKpFKkamZ;r08BMvr15Ava)TV;FwZN|D@wa=yr5-f5t`pDwPJj|97V7WH-2loR+@e zMtuvh9u{DV4=o+lx`^K?f`>v(SxU=GseX^iO5kfkuok0GnGkBXdDnN$TVN+cFtHr-(xtABx3K0ytld_0n&#)`csj(~ZTjp%fUy=rtlidu zH6Ae3*%0cQFJre#?pz2r&aLVe@*6^AvBdN0SFTF8(7tHzXmbC#h4vppG?{65x4oW| z+s|n$xAdz5>B2T)IOB)-(me?8=V-)!@tAm3#g{NDzPkQg<&0AmQ>uJbFP(HGQgW@i z1$QAVC>erAg4sQk)Aht2f$Rkb23kwYpme5@X_8CEt?a!y4NQ7@4w$|@+(O$5^C)Xe zBe5_q4sINGn%Yw#uym!-z;buEgZ7pXO*WS1qnYcvt$e>V1eC#hBw)(j+ZO6qgs8i! zX1P<_g8Ir3DzkHWtB6j?y^V03E-x!xUOu!{I>P zt!?FWC(LO^=g+z^+X5Q~*`3wKiI-g*yD_(Ux7PSNZ+f$L>)0+y`s*g=GN14m>`S+; z6uu)!VMcDzY;o~7zhH4}1XlmaFd?J7&e5vM_z-e;?jks{U)xH=)VlR)~!1=upQqTwUe7c7X4LHMwp~4 zLW0%3!`>B;7G=Sue6ABxE*z6$Vv4dG<0k83M+>*+hPuIA#%P6kwHxNJbJdH(`C2#R zo%XI#`}Re>sL1I&?#8(>xlYka!mJzU4qep2m5ElAhutXmdiUl?nVD-7?KC~&#=Y6U z@KDj5rnc}!ZqVzT&9NNfsvF{F?=mpW%R%4i2EEC;!qB38gB$9QnmfBIQw;YX+<@1+ zYkV9ea)TU5j*d&ka_~8%pq0GyZrEq@C4$!XzWe>Q?6nf6zUT%&V z-HQONfCD$+4RnZ*E(5e{;z>8mv*C(zzJHzj{Rp|L%t13;`)6Z)nH%;-3d=YA*@3>? z4RjL)Qg`~@UF;%*l;p=9&|}!jAv&0MdUu2DAP@;g7yhjK>$c z7|;sywO$w=5WFy7=Y`=RzzcKL3&R6|7v`N_7#;w;FyHKjVb$-2`8F>Mt9mcYcY0x1 z(|cjQ%L~J*-3#-*UKm#4UYP%ygyAm2y4wr$LtYrx-d>m=@xrj$_QL#_7lxI#7v?9u zFs!e=FhA{uVTJ95`8h8PYilpe|L28aE$xN*?_L z!mv{I!u*yOhLy4x=Dl7RR?J?Q-}S<fbE?B`f?dTj77zlK&4&{yUcZe_HZCwB#SO|7ywq&62<0l7GOG zKgTN1>#Xwpq!s>CR`_>W@}IZlAGPEkv*dqd$^Y1r|FtFm8%zE^Oa6P7{5LH5Z(8!d zx8(m|$#1aob)%K9TP*plmi(|KzuA%>u;d3V`7c6 z{O|4I^{Y`kUgeu@hd08;)=Sdwp!QGwZFpGUq`JC}xj(K+zO}^{V$#FH{G9Y9b&u*5 zL>L~ylgn?p+~NyK5Fo}4tHbM6eB8IIEO^{?ecc?bT3@AWQ2SSj=o{$IH`1SX;?LW! zzU^xJ?N|BwW0f3q;LG%qi%uNtf&Yw<_j}QYhm(>`Q?%7p98}TXo2z_7uKhu~D-n1u z2n>h=n{hAR#GTMFmhs7UaU{b7XOquVzWQwmge5&}{T|*ptDc=0TqRUJjYfT|r&t`x z@PPJR&}W2ZU8^q+yvo=5D$%66lhF%+2#2GMl?jvZt9`m(nT3;yaCmrnac;sSpLqDN zn!fdK!h?8#AUMDztbLsNnM42^&WRjAAEC1{@}v=#zpwH=&qEf=i$)|K9yv_`XXWjB zDXsPMiuEer39YUyL@BMGU*g12>h+x|e!^c%3D@8JG~Z4Lin@ zz@aZ4-t65bh*aD}b6OpV?xL~(HEaAz9kS=9u$PX|JG!-MUS8*-v1%vE|tWrt(}_>#S~f@tl}dXu3S*lUts162UFc8*#UxU4_Z- z;f->OBBl8*^4YKth}ARS7iGuG{yw}b>#jV;-B@3}ytaN3cfxlrMC*h2(gr=vMY@7p z$6cA~O(vg)M@_jv{YwM@-AJM7exs{=6}$Bt z1tgyk?iKuwChj8QhxsP7n}(}r;{LU05Q*mo?Tju}8r~-n_}M-@4z~r?%Uo%b6ka5N zmK&2NSYaGjA-SFV&`8Kj)fG$={dj94UOSHi{&phNM@hqr)z3+Uom62he)SE2GiRn3 zmzE~J5P-7^kTR~R1rW@KlD!rlFf`jNuW} zhR-MoaY{jJPL3)<6%&D^$T%J~j|1cy(@*g!I+jR;1B>+8gg#=fM48auGL=Fjo>b!D z5p(~_#G}#blQB`<*zJIbJ2}U~Z_vS7m8y;G=@5BJ%L0BrVi*&WoSz=c-JZK#~rWD>l`GMZN%1<98KZiF^ z9_RxCy^sPWWA6lC%5Q6cMIz!*$xsa2A{q>AW$;3ROh)F3846&*fa#7jCNi9ufxr3; z_&U5J4H+M(L}>fGdf8N99MSL~1_2WQ5pK~3W7m7onshAoD!&JjA|Kx3ADAUVvCP;; znWloVCB`zN&j_6iIohC0qM1(^F8MGln>R;Ichx4I0GU8miSp|e!=vVtT^mPDd{;H| z)yVeXe3f6n7>4rUE&j+%IU@J>W<0>M=~aF(!xjv0T3WeyR(+(R=AkcXSSV`R)2HQ0 zMWcpqS)yHmN#o(dd!Es889*k0dgsYOe4Z)DRA>*;E>uqA^Eg0)Xcz7CJVdvEZ^tG= zT_YHgp;%}O;Z=T61kY`zeH-4MwvUer`)0G2tgScNM`B5}33u~3+3I8LxSNtunqM&) zT7uzC&R~7-%EgV<_#$pTgJon0X#}6xy1YTXlUeOxlTNTn6>NC#oCRc(#KYb)10hG( z@nY~*ep5w$46i#!E6v=yU?|Cxl`4$$h~)toxbhibNAzrJ0@t-ccjK*Ydac=rCq+Cw zqUTlzPF1-w^h23bTDy#d!-vsyqxS^f~TkCU`x>(%)=KX!6rEvS+^8uk^>Fz zJ(0ki(lF>Z46{fupt{SNW-9x7qK!u{Xd28M*7r$eNKfkT!@I0Wr;d7DMFs9*eeL?h z7WNIJo)}DolS()|e0F<{=LE|f2+miqmnpo@&%n&e;MAU@u!p<1W4aIe}R+S?v>e)pg_Y#){5a5{O>^oYa9P@yaU) z8ouCM7Rch|#W`wkcWkT=wlMcjF97GOT?%(BQnb{fxE*t~crbxCMJJN}pwp|qP2wA# zACxYI>Gr&dl5`PD-Hqp0*9U`$x+}d^Wc?oAcuGDY9BQ2&j#ZuWD!*tXGSw3i1U-%B z=iKoK`{+{_qOFOQfjx88QTfy4%7FT>%r_C?F&%-B^sq=kc=Qd=g|Dp9E2_HIPf}u8 zj=><2!%XmlBECMKV5b9hOb;SWY~YPbc(u@pCJ9l8w3CI3rjU~+v`=eM z;J|uE2Xjm`ysZl;g3TDsU7zGEdZt)xrc#8z%?h$&vRG_95)Y5eP(bZnBncwlG{87R`vs)zEdeZE^ASOB=1CE~B&&4>)A&-j1!-!O z1VhZ*q$y3{%QlVhuo*eF`7)V&8Qx~v(Xq(0hVt*uvZCgY|7}0ESntE6GiQP9{P5DR&MEKOKS&Uovd~PsPwCstEyb zNdeAKC=g$_8E?}azFZRe$MCwdEX3!-oy%?X__(u;h7L8y!93yc@Qf1((e7@qOsYLd z$VRj}0aK$BN9`5rXd1)|GU)^v-hF&!@&r@^zuyIbWg7qlha4TClI6;Vhx|@|voXV+ zw&O{MHya~c1q0g+Wa+U!=KPzV!yCxtqYnslA6dE_W$+-n6ipA-sFgj)igz>K(wa`^ z|7A&V^f40}I;IN+X95rJTd-iyBmoud*(4;Aa2Ljs-pYBjZd%6*`?dSs>DqT;6tSYZ zz5A9mjFp5PlQ{WO#hZ<$9>!ZJaTu6t0q{4l37#iEG|E9c4k&7E17hZTk_v1n3- zQC<*0panP(4=V`n=v4f-MHmz?8gswl=QJgi)|W|HFCX4EodjRd!GUtS)vmbJ@*||G zec9i*xvB?BZ@1bRw^J4a>rgk|fWF7d)ru)GS2jF!!VZEsw^BFI9fbxC6Vd)a;{`qp zZ>3%#fiX-#28fqAGjA#mHY&`0U}Emk4pbf3($L)glG(M`fiH7r1l10s5hj$?Ugial`23XPj0R={H+{V2AOU)3zEopzelxx0nyTey$aCfkq zn~IsD!RwW@up>Bn$VNCC`X*c|dR17&R9q|`9yz50qL^5M~Di|9XUQllKt6DL&wFkLSfE^$WX*YJA2mWS)?dZd(lxC)_v z4X;OXb*(;kov#C$xZm1MK0v*4grn-?r2P$s-GYvC29tBN9yYGIZp|KOMaQiHt?GJi z0-T@&m{&x&$CGV*4rNQ=dQCnfgR*m*SHzxIzmp%lXix0g?w{e-4zuNl! z1#i+>(Hp~g&51hc@Mhh>$uCU;;2l=h&Z?+IrWK*6#KX$iS)DNI@MwE`WtA}4A;66h zJ&hxqPwWQJpN2<|ON4oN5V#qtZp-yUieJVd2kcJ&vss(Clk3xtn1J4;tR$;bnUxMs zV))&_-lgoLl&C1I18Oms)U3{|l4yVC0kwQf%9V=txhgce^OJDXb=@SWkJJ_Tqv3z9 z!VtMcB69R&dTfVPGiSq=3=g0;%V&hX-84F9{=o5)Z`KfnD5fELGl`>5t_-#@opbfG zs%-01qM?sIYDKVg^lg}7wO7`(9Yq>U8jbzMl*MhBW0~Md?cS^w`SrLW2ueC>q{EvR zcrSn+Ww^0DXKQ6c!mED|pR-IN6d2#^FPlWzW2*PM@CVr(qCU8R%^-b;J%|8o=rSiJXX_tdPEHO)8v!I$r=n5b~VCz zf`E@wKyY49$-`6LY9EmNGGc@{y1j9JQ+XlTr3{Ly4xW5cj%d(S5#d})1OTahN3!vT zGY88B>2f|Gprl-9NZ3TIGXy3tLsiO<0uyZ}EKTnN0^Y9YL*wA;G*BWtgRN^jx|;gN-3yG2{nA-tb&0T{-T0mWi_E& zIWfJ!dZ8!TjxZq*st)`>KFsMfAKGb_z5HU zNhSDc5}ctBKcfWiA^{oD{hwEYUnBu_p#FbXf?pv4?Gfz%suH}L1hnI?|LaQdn0@`cWf1e8ReiHDzx*t%250Zd38}&b=1Rpknk0`-Mjo@QS z@NpyfgcAIf5&X3he9{O$r39Zgg3ldS8&vwg^>PANd!@)buf^|G;v_tV z0}lVY>cbrhXb`PE0s9vQaLcd0loW31_zIQC_#fi0{iBp} z7Tm6~a;Fj8r37~y!97ZFuMtcr!Ap$brAlz05!|l?4;aCNN-$*v1tlmOK}8AbM$k}# zSCN1(*nhPWyp{yCwWR+#C73aS6H0K(2p(2~M~vXK5-gB_?^<6}f+Z466X>!MJZ1!M zP=YTqf-hEr773Op%A1s+Lju0-tE&X(Nx&B#T~LB2j9^s>){S682?iwKdsViS;3*Q& zQhooD5`3uCmQj9KQ?Uvh4(ST>AK7)lLj?6?F-2;Zs%gg1p z=pvr58*IfJt-;D$V$RNMC_5Y_Ejua-oIvr$Bt_9Vsu+r_9A$HH+>x2eAe}IzZoZW3 zg){R~$_$4~$&3o8bMOiSmXQM=l_QKwb_TqgR`0kwCwht!oxoFsL={nlN!pj~^yE@r z>N9yb=BR9>6K3@f<$mJ#-ryAC>^y%||4`w@Gqv0Pk;RhRKT_!)G==BZjb8tYTW0G& z=jR0FhvTHQDT$LD7tndC8j_6mB{9?3IP$1UlE?vVRv$T!y}Mf%I6o7k`iKg*+dkr> zCXHA!?TvOeeE(}`@TMJb{o&}rTkRs&uO-mneVnqu!(>X8sL)P#$sN4Y8FB}{6snh+ zdUqRFavcU&!hMtj4x5$(zq?NwP$^e$_)A0QNTV82pjEOA5BTV@&%rAH`BCMsLSI|? zr!(Z1e+t!0Oi{Vz&;FPe`VANV3n&8|G^O}CDD4K&-5}8y8Ks|so#+dR?UUS_QQmxe4X63#lx7Z=Qq~+ymvb`4NSS%9+`~+4 zFbVIKu??P8zHF$qu*3` zmH~DRoY;Xu`s6TI3m0B-TJNE>CSx2$NDMWCl=EGPpy6{3HAGA2$u-o{36o9~<|jE( z#MyZn z=CvDIJ#VQi!8qx&l=P&7d98**PpZ&5^|`heuk;2Cxnn;^bE&dyuP5Q`U*E*+waYoE zQVz0guOzHaf3EG7#7NL{ZLcJfrpanIvd*d|>ocR;jS0Hjc4H!N!Wlca-IzFvr2h^w z;^~A${|X!N{jWEIt4i=rBlspI_!cAhRweijBlu1w_%0*(ZYB6WBlvzL_(3E1Atm?` zBluAz_;Dln2_^V%M)1>0@N-7+E+zN{63`z1{x2%QFOz`w(f5Bv34YB8-mL_`VFbUa z1n(gMZRqa5R|$UC2;Qdz?>B-ED8UDf;6qCAVI%m65`2^dv{|zMF(vr85qv@k{>ljc zS_wXB1fNoZPaDB!l;9tY;Im5bIV1SI68xJHJfo-<67V0Dj^`-B4MuRI5*##wLrQSO z2yRh=qegJM65MG7cPYW$MsSZ3+-n3AO7IdRc&QTHX9V{v!2?F{pb|_OK|u-1Mo>|L zx)C&#;8jNOY9)BB5xh0~#sdbliVqn3Bq8u2(mJ&Q=1ecWHOO4>ml;F#a;475iD~;f* zl;G_~@U#+qjS&o$;2lPAMG3y%2(Bu@JB{F*l;B&8;9Hg8JB;8vmEgOK;JcOJ`;6fG zmEZ@B;D?mpM~vV{mEgyX;3t&ezZt<#E5Xkh!Ml{;7mVN+mEf0+;8&F3*GRytqwiLN z-!OvTRD$;y!F!e9ca7kEO7MOX@cQWol;DF#@F6Amun~Mj2|j8BA5(&l8^I@(;IE9} zua)4FM(`;m__PsxMhX7W2tKO>pEH8bE5W}R!81xqA>ltN>CaJu8;syaB{*mVhm_!m z5!|8#M~&ci7RaSx!|Q0rox1ku0JdxEQ`ycXU_<-3ry4rcEnvgz*d43`s~f>(z!tEmW6(4G$`hCf`4yzo_fKhPPp3yKEDmz^=p172Gty zgPFPqY~)^U9agQ?5FXzz+X1g_=kGB9(v zoHwg+1a%u2PNm58C^~|=4QzNFdn~j}-2^tgY3l+u{a#pK#b#8-P&a|8oi%dkO?^>! zfemk^)tt#Lt<_+oK5a15G1Z-5!=oD)a2TmGzzl65JMwf0bvqamp6td{(CT`y;bH93 z!5;kqHcHY~O!ZA&5jMQl+AQjPS677%Z?|fT_e@$4>ejHd?bn=Tb$QtEu(J_av#Sfl z^fw&Fw40i`L~MAQ#7p)U>&WUhv7y=FY-K@*Q1^-r@66atsY9t-#)fw&JKW#LsROAi z$LKuMMLxcV(@|FCsEfyjw+=32ed!_}y5WCeKNOdNzJP3dc>Vd6tqa?2T-2v8?i)b1 za*iGVBKaM<>Tgsk#?>yKz44#7SnS!R^Lww10A<-C@#2*>`ICu#Yo39-`tZO0XC3?(Ced)U4^I3%iBn}x%>L(`2ubx(g4j{v2LI=b;M};$ z1@8v`S10)MOmfs(ksJ0i8DZ7hs~h(7PS~VD*lP`Lj2oTuOk&upLvD2M@vX?*c+@Pkh9yG-HmVB`k<7bh)Aukn_G-AK=N@RMfkuDH5!ZgS!z4r*DHOjb1A zc+YU+B}yh)ymG_O=QcQHg=o#p z6pjs^#8S0FigZX){#S6U6~pu@R)BFJ7S^8xT5ImzyzfBhl->tE^5%joBC)4y(^e?5=>+)ID{nqh*U!?w-bH_2Og|6PpP!+he?))&g8uv{{kexe{1pA`bNF+mJ-ng2N~fw| zZ2SNO!^0=^zAiE#24Xe5uA9PD?sl5JQoC2e{|fa&F)FvK#cH`+ z?X)Z1Mxor8O2Gi(%hCyLy_LcShH9x0l}qhvrBLtHYxQ!aQ>;bBUN0^-n(gM44*;qc zrBlg0at;mcIK47_FfKQ`<+xZXM%`+=)GimhjYd@Hb=$Q@vDYoPr|ig}xG$Z;Rbmbi z?XtWwEMY%uv)ZeaK+uVbrFOGauazskaSsG1Vlo*-6ra%+$l9H^>U$GZWKzDcCi}ws=c_; z?$uIir~d&5qFm~A;&Qc7sG^dKJydC@)-2Q-jc&WzE!P?y7s4dugBpdl^j#S~(C*aB zjauC7);sNPt=ucanN+TJ+sy{LMpSH1S=;rHjSo4okAc5hMU+mtQEhY!g=VwbEOhE| zr%`A&&=5>)L;qn7KwI-rs|Dnt*e+Fjy#gZDYgH=UVx`^gb_>N~vpD4%ZMsVS*a4}= zr4ABYsl=VQUTyZGUa!`uS3A90vsWnAI&~k!B<4>v4sEQvGOQN5)o!!bsiIw=_cXe- zN~PQGwJAH@cB5LE3amk$o6FWzTBp>m)S^zMMCX=Ma7>au zrlDwi+?C-gQ5o$@soCqIom6^_UQ}zuy<%KN3+%+Da&1bPQ#u`g=0u*XHp}%!vs^=i zub0c+VlOV#P{_Ez16LB%OHGMv$Um;*(>Av&!!l~J)aZ7)=w#&@!WY`@dZk&0vTCA@ zb=v6)tN#fHrPl10x^bZ$R~u2SS?i+n7J5;)UTikHQ5zK>pqS+Rl?I}1YG^CPcA*%T zqqx-UR61yNQ8Dh7p==F= z2Qi8HUmAz@m|YpxYV}5&8g7JIMHh(TUayK4ixwPrtHoM+9-zBQttHHopvwo*6YfH#+x!kMA zHR!3SWEU9v@~520lX0ihs1(cXC~g+w2GnC6Su0i>HFRneQAHvf@|(3iqGpy&j53{0 zvDuCarcNw+!>tbG7#sbg4nVO}EkWNldfiH?-KjL=Mjf?O1qAYk z7Spu>Od{^k81uR`Y6Xng5jt|MQ7fYPqhI$*)j|_Pcibsdr|e0WE{!`Kh;qGK>LFsc zSw}fmI_*NCQ9#9)qH2MfK*fbH33;AIp&eaUhLfExbW>cx$Wtm8G2%p>GFom_Xu=+9 zbefGRGYQqHc)k>8q13D+ zbg5qI6^p%g32m*?>0$US7HYj_y;__yQ$3x87dY_?=qR0P)J8X}w__+pm=;h*)oQzl z6ro0}_$CSWY6#kEb!GU9N+Yf`z~1eZDzHT>?Rr#)A<~83k2}4%JY{xLp_fcJaUZOg z5g1AWh6fpt#kkOosC}YHYf)70=(vXZ#X34|okH$w=wRJ$r%|gkix_JQy$TG0UK6be zpp~cx{~M-8vf&E!FLB~Si&tvJau1wwxm0UJ)iTv*v0LeuN^NK$E51p>%QXb;fx0rB zs==U(I?Zym7`LmXYFvSdTt~k|zbKY!-QtwBOG#J3%N&GK1T!=4)nRH@qHeF+sK=#V zA*wcFSOwi`RCf?eGG3uUXiL+T;eFi*rUonzR7Ir=FMEWh*+V6kFga+z*qnmI4>YyB9TvBA)i>8zCpo3B?!TKx5g)&-k6-IZh08LOpzbKU34Hyq`fMSw!OasyG zB8;!is1Ci0>Muo=VpN2Ujq-yv+3YntrAk31Cvi*a)J!=b)o!(3=(Y>BdZ!t|CTv47 z^~%M1rApRN7q%GX$pSHnDQO(q%7b|Y5Q_Cqy$hqZUMZCurFI+vxr{b~p{&gXYxe)3 zZ5EyAQ)>U5$8Gy?i04530ND!@j^w1ksE+lNd7DjI<{{E%*_)?u&JO65`) zLr@*|U!&A17GNb*8<|Y(%AQ5qhl*TN1Mk3?V4nCXKA!$ObTpc#X!O-7ct*xK?dIDWg+i{Awdo ztroS5-Cm^!-3zrfWjxwC4PW5IFBBV?;0vB;j!l zp(}`Mi5Q}Id7-wMl zRT|Z9q1KMjWIC8%7K&B0^HO`tdGk|ae6fSkY(~9iyW2rpP@?5_H|j;4P>iEBXoT3s z5QU<#9(AxLdu1r0YN1etZI1Y*TB%v8L7CTz)nXe4)RcKqRL5U%;y-}OEZ1t)I_7Up zjOQreB8)9e%Nn&_4VKcBerr_6o^xUsp?aG&OqP1x8ky5I{C@@GN~hk0T@9T$<-9_w zG0r#`uYy8FXiS%Sbwn$onZx8S};d|BW9snC|4@5r7Kl5qDni8V12+_#cQ*z z!A9JnTl-o(pVMGp;(*P-c8p-JLbJnd(1Q-ZsN1d9%4N)mFu82gc#C`V;1h+j4Cb)Z zwATXPqEVFxvlNwjP}aptw-{qe)ajw5I&eWWsE;(D`~1nXa*FgFkXK;rk9sBa$V!B% zLIYEns7VE1iKzv(VMx((s?OH8J8=sYv=?|^s+cA;N~H$IG7KM>!gSi@dJk4%ni(;4 zAnJu4YCXcA0%jl0PO%-M8)0i*=u%yArSIFauo{aUQT4(p)jL*>G#h-*=`3cXS*RoiIw9Vx%7PE1Vupp~l_ zZD5ID%&oM^lqsM?R-iwiO44StD*fN=0Ks3-F2Z?1EujiS5WZ9Dh_xD;Ww%%~%`RD)TLMvkKCY0FN<{AwpA%C6Udy@CN78XYDCxlrItu14K*olMifAX6w`>7YCa zJ2tMMuq%aXr(A+z+=WU;w}eu!qY5gC1*4*$ccM?$d!=5Z+iSuPSH|F7hOys)GKB8~ z1}-#YV7`2d6Cb8dJ;vm}6USAUwipxOnuH+)pI#BhVBAsk<|Pc>wJ$gzuc{W>@RRhS zdbtDl6P%vKZm|PXHLAiPT`Bh%B;|ctjdsOBt3eBQs>KpqY4Enhov218`lE;S85w7j{4i4y15C_D%EZYOh<2YHj$AF=D|pkH!Yw z0Do=V#1@Uce@Q#eHCqb zO5Lw%$3}bkK3z7nV-IFD2JC9wfU~cQ0j3PMDwdisSFdB<)@efD*zOxuJwN0Clsjaz zV#NZDt44zgW@impi@gSXND<0BaHT4gA8=5hT04a<>J>&Ae1526I1MpUW7VJsr%s{h zE*vO`?{OgD!7ai^(k;bUIe_b;Q7mA7R0aq#)iHK;8Ndl)^VPOpPL-b9mgr<^KB-|c`r z5W(-!E8xl$7(@{gQz~}Q0~(ktVK$4J_Xdj}bYd6KgPWMRcc52b7Q$SBr@sKtG)z9Y zHQHr&*jEYouMR{JJ(nhj^%B|`7SrI?!vq*Jc&y;T9)hk+vwgqU!FUie6F9_+Sm;AK z;x;B}?IQdmJ(v>Yr-B`X{lYM*o>2X6dw3h#I-aD8R$IK~s)fsrv2zQ%`d}orXyu1~ z9mLChE!tIyyF}?Xo;HMaiTw@O%GK&bxTTt;&%3a-wJ~^TY6@=_kb% zQrD}WSHJL&KV6FH3D+At4_%Be;(}$wynlGx%tGtrx#e?bXIm%c9-Uj7TbPIR`bEaL zI($y~7&bT$k7p80b?9|H%po@~)7`npE^J*~eM#q73hMBglX&tG_laJf9$a4QoQaXj z?%)`_T+s^h1l{u0RV+Kd4S$9w^Z4j(61=e_bXl1Fr-7D1O4|qao0Ks}kv@gI?l&o8 z3h5nTQDEHYI-Ij(mo7sJ<-x_v$JepXj9!Crco14+)uyCjINZW`T zQCzEpT{s~+q=*I~Npm+O1D8O<2>6l3%QJYMXO1StK?`|p9zJOX^5i5GE|{>O4bI@D zw~!&X4dNV!)dmv~8yTB%_kxUQR=N#{Aio%C#)e<)quD&U8l4{;>-1W^IO26w{XC4* z%FpH%mal|&fiG#fD=jP~%1Ob)`;h`h72cZ_?`nK0Ea2DVv5|?7n06VnKtTz`VWOaG z=8r|2=bv=)^SV3+JiEF@!!O0wBb$pRB+oNq+B%Q9LfmP=ztqFK7xuVzdK|(4S;)Ea zIE^OAHovUma6hsy+!|P@Z+G*ZlI2rl(`rzmgaM)JQ>kKHJB8QjSJs`(e&JZGJi-`U zA;!=u#L%OI7G9R27q}eW+>vNhiz1DkzzXdP3@xm^&J(Q*(cnUB<8o)f6I+LUahzPI zqDvw$66?IvOCPOn+}=Ll!ll&o;E~&8T1Q&d&1 z`9CU)7N!tB*AVt1yq<6Y7x-e(bsBE&&^C(FK^4+_5>nbK%SU!vc$Z_H@0Pba&B8eC zhd1YX;F5%-*V>`*{x+V|vJ)^?w+W$zK55CUvj%WOIkaQ777d+v!zPZ(+6J$=V#_BFMs8C`apt}n$P{&%8JAs@Tr|}4&P~r8tglY?BJ1#&x zPc91GW!z@7G$wT_fh6T_D=Ay8i_s-Iiq`7FWrEjF?8ZAkUMd1?Nq|+;+lW}HcuucnQZhskToH2+(me>_|050lWZasxJ`_`WtqztQL*%hhil88hz zUqowLr!hV9>US*7?4Sy1qM5PH4KKjK?;UM+U{pn07u>crmS#=^mn0+|EhQAvmEN!e|B7qdT#QMORJ?3fw z-&od%g(-wd8|RNuVq`r#MLSj-cTj~iY2(zYJ3NJz8OuJl@icHrLNZaKGxwMd)ALOJ zglVjanujaIRt-amuCBDPUhNe3cr~103L*Kpl#?K30-WnRA7xp3b6=||;Y2m<5T!HR zPTt0AN;azG&Z@`DyyTGP*%+@LUEDNcTGF7#1`FEt;fzV_;0iH&rP!f@_xe0toa=WT zRhXc7wpFMh+#bP<>QyCeQs7KRNflt}}kuVlLKZv%2rg*54p^jVEZPMaO8KU$bV zn2ad&aw?DO4&PWKN&+c#Ne97g98b}V9hJGg=8oZGwNnpQh?53{6X`M55ot!^;;C==`uN8q(%q3%3WXxwmuDXcL$ zC{$SC)J6+AvSF067c0FVy?&fIb~?NyBWc+bPHp9J4b-u8m<=kFiRyR?4@}1`^1GAo z*(vL>RELKv#L4{rQd&mGn%^5lAycC+Z5&x%e*(9O1dFe^qb_C*6#Yp|lbqEr4^s$L z?&#yAQOa6xZth0W8AKsdCK{228Ot@%MlrdIhqSJ|zPTQ9=7iE>Eh;fNz}gG=Rcpw;B5Q#`U$hb#8gaQC#D+ z83$BY(Ff>;us!sFE}|uUAOR6%Y&E(_FYKEJ%yHrGB#Av`z2d{Nvwb?Z6M!DJ}nxAzX$|cQc+Axh1zd}N6EKVTD+@!1KY;7=yJjJHMfa; z$+%5qG?k&f~VwYo3CRDj@P99b~O_n#UH{;YGCJ_ z#-((jmdLgBR}n4YOh9bp^|kYRK}IwS*?hsVgA=qjX28DO|{MH4h{p7lBc98-NE7VxX4yn`gpS%BZ7wieLBmhI` z89q@##?HPNA1<8mV1k`|=mooTa|g3DtH1{oE*K!mr~NTNJUn57vp)H<-s|}`NUl*Z zI$Ii1*qnS(Z9A=VPli>Jdd3qb&KFq^)G98nw)}>%$9#E+!iK4~(g2z*Y#zDpp7e6G z_!Oov!o+tN$y9O*b5ACI2${tfG|KV$9K#sf$y8!OwVgY^qq4BgMjJ@-L+yiYV6HJ- z7~na3bN8&Ng|uXJ2+)LyYRY25Ed`Og9-eFFkD^j=!bLjD;_@4P?!0vrlRXjhO0TyW zyFGcV(qlBq5vCD#j#SmU23oG>9hEBq6h1F!K{FpKXHEO$xWbNUuFZ~xH9E@UmTRu&AH{1B zh0$)GttFJ~F-n?~(Y?1%3sCs%9IDT_Nojk(a%dw8BWYsRDSOex9MM;j3P|v=18yEK z1H_w3O%IN(wOdgeJ21Dm+-&7Gn819@#uaiDXBepKHq_jaZ5Oh;!svV+Ff}Pz00A^U9Hcj)u=*@rSpK89o7zSuA@GmSAhyG z_GYBf;vOudZ^c{RoX>MA?20|XmPDlG9UF^d_aNLpfpjk&mF9; z-A9p!E(v+%h=j<^tK^Q`Sao-MJidPg3wXh2452M@)4DUx2tFeS1|US+rJKNQ%I6VjYXHd z4z!O00YOU=(yU4>GC2KaA51)g6v{MfYh?|yAD49>tSyZ?ia2Fl*#}~cD#W;?86ks;Ep0+!RM?<&9C5vw+2^on`T{yBjP?-*X~FNpGr{3$pB@yuiX8>`DL8|ORm$398X`y zn@@TtB=@1n4X%)<>9v&Mb|2J>H_WEx+6;eoneRic4X)%mZ49%=I-7qV#xNUNl8`or z`NQWvjA8b$iCv`&ORc%JjqR<6*VoJ)bFTvTcdsg!l>YTPd9V@m=Y#k0NDYlOEQ zjjMPPR3XLw8C>v4w=3`Ep2KdeHagjt1iEm-gVB8{e)AkQP=*UhxuZJ{3VAmXI#|L1 z-x=iFxaUW2IvpGvyqR}o0pOyez;cK8V6+&8ED1mpN(qJ&FBn1``fIluvvGwyJ@<6n z2F@~f&3s>SZ;&Mca80G8Qry!irEu-8seJt1C1x|;z-5n4mF#O`G`=JT)0niB`;9WU zckiZAa#I)L^ah!-HE>@Vq_;OPojj%J_l4Xma-6Ne35ZbFI#grW#9hHJ=ij!couX5Bj7M_mv9Bo_TU)KHMcGf+**wc=CjMPZz6nFmmUVa)}bV&;KAg3n9 zzak~qZr(*HI2)-#;*(VNLB)?roPbJ>Nxiv+ufhbI#`4wr$U?VJg_?$Xm-^fq(RMkk zQ{(x%btJiiEA*HhE%Rv_>ecZvcAjiFth?&gNheD|6D}y+Wx92tH8Xwsw8PQJ^9hma zus9MF!G=w$u|xES_Jpo*1Rp!^1b_AoGqa1!e8InU)qbweA~g%G1WcGPatPDeSv)9! zcLXe&SMMz^8c8@XWGIe=-X_VtF*+?T36!vy`aV53KkMXTPxZ|xf^F)1VR2^Rgp0nX z`qnrBeo7te3E!&$DjVvpdoVsct!lwY;xYRqn?`%sws4Y#?gVsdAlE7g?9((vA;fZu z_j!Q18eXSxIP=vu61{G}Mv(z3w6GI`5Gn5pdw2z?LZ1q2!mS1=ao*dlYHD-O;Ck6$fRq~=Z_JE5Ic0;mWrpC1MQnXa~a)O1ye}LI&r#3*Sm8x_dr%o?;t!O3)(7s4(Umm zebqn-Y7Vh~&~4mKqKFAqh=Vpu7jih69k=qU4Ly3s%RfCcuGL^bC69qh2+#P9s}kH3enImIPFaoHe4K+;fd)d)jJCGi9hT#2 zAiw|0G+mH$=ltFFMy?Xnq3>Ywzj^dg z7j%x5LF>G0#*f=M6rvCY4TqfGf#EZ5!!e*j8`L5~xIJXtKFNSWmzK-TV9&@to!+qzY3=gMsVfrmK3!9k>Wj$b!Zb_zA~tJdRs5$lF@{ zl%oO0%^Trm<_(K6``a-XQ0RhL<>pEU*Q{T}qQ1LXX53k&jVt6q_rTDx?<1vP3TdDU zbO5)xj;jg`sL%$DXy91{<2E9~6SBa9#lFbSD(+M9CehWIDuhR~ks z$RG)aQ)*Out}(giQd3aEf{V+zwb37^1Ls~`mQq*@BFI>+I=8mM?=lA9xryIaF_ZS? zKnVrLcUDUY4>9|2#n0Ihno2)!z_IvWRs-Y<9uBMghe&u9;dWf{oFt zbpm?`AEVpaDLd341D@RJJ(XY57&8!s6Md>RySlovF<5c?Y;JbEJyr>dK;H=HlhLYo zDNH4Af!uv8T_Xr4wl}rZy{bXEoVUEQRt|?ABJ=4ES|$zmj}s$eC2X_`ASE$Ip@x=t#8J&$x9bwbEYE-C$uZh8u62k z0n;_E)jK$Xk8?4Q)4pYXyD;F$-}CJD7#~Y`uz$NXrync~NOJE=^Qy@K5(XHKt<(HU z;bZEN!jnt0`X$wXFxN=;2uI-xKbDSM{v~=FCZNvs*p8x3Acd7W_5Au0lwQDet)1F} z5p;}&KtG35l*DjiWs@g6K)ZP>DbJUi$Pn53NA_kwyGF|3JeZQl-%Fwp4vdU|RssOa3`#;bt@ zMX;&dmvIq-Gw$b>yEob}fFM%KIkzUSuP5!+w$rb*<)q;WAL+?Q)pIyO`CO}>v~dI< z`?Lw4ru0d-_mT*vSqhaL}02@f~F_jT9ZokGI z0S-m3n$M!pSi(ZXi4Mx!EwSe5@Z?U-vUm(y8dKV;%HEj-O_;2jf$8jIXU{c5K!Q(A zS7&>zyW*bz$(>?ml@}ukgOvm5v;D~d0SUfU>vVbj`kHq+(w^(Wpa~PHS)Jv=3QIu=2Mrm*fk_~?OgJT$+v77?G??(fkzshY+seJ=QspYhOsWJ=*r*M}xP=jW z?s0P6$x&{(L3??p)@>-8fnJN;Ck6{j7^wCKn3bn;FK2*Z%;k7w_VLFS&Yp0KX|EgxOgIj5KIqTF38$cP`(Q>cG?a@!zc79Fl$(RS z;%g|uzn;^-;3PfQ{LD!Df*C(lsVpr|FVD?5(0fg_hLTjP_W9`a*`QeV+CBwK7;ag7 z{LJi`)`^8P({uAJ{L{%sE(^99;Q2^n9r{@5EDOiKaNk%6E1l)+^ke(RLRc0{>&)~Q zE}U&WI(v4>KXH;fOHMbdANL>~vbmYF3;RswK)Ph}`<}Bo8`35_J9~O|dTF+GdiK#- z_w3Q0i_wJ?vRfA)Z^@UX*|T%gE?e#jWLBklm_qkL&^$bJh1XTY@Qg!UjhIeN{|OrgA6BzP)MT2s&)EMA|y*4i&ljJez=^gah*p z=Ey3oTq`Y=#zqq+T~;R-&Yqce8{D4CO5+GRoC=hWljpAW$Y5If8AXs`?F+JB2f5Z| z7I;bxNGl53>z-=BL6e+dc1$^$n?Esk7P`P`uesK1T2>5_$8cu)4K0wkBln&d43aQl zHHY#r@0xtIJilgI>VYAsx{gsQfxWt?Iu;!Sme0d? zJbm1&g+28EgCse)3Gc(McUs7s(}8ol0Nj4|6Ul-huxLD51cTf`-o@fa8ZyBMIIha) z)vOKct;W`g*^|@fPA|7k&AGNu?wyvd4}LVTqyU@F!hj2p%?IqcyRh=u1yq=^m=-cG zJv@DO_C!FQYkK98Te!lH7I|jj#N7PcGDgRFcT$+!Q_#tyIoY!8Fuho)0#^9yD=>rPuQ>}C1G3Q z{V*Y6?i3@N(1sLFn2&0oPwUi7P&>I+#re))dt+mL(^{}|(S!yTr1JsWfgJUbYu@KE z5ulJkeQUCZXQ$mkXb+Ah7fd*k3=s#+r8(DB%H0VOI%ymtg(z%jM9@+14YlMX#;d zW$u@=08{8n`%Py7rqEUPo6Z6hI&5u4JzD)LZ1cIJVp`>;fePpKSQwZ-?iygZtK{Bj z!~g?!y@ z;i*}8thM|wak(Xx>%(yEgj77?qk=nrdST{~RHj^;)n{^$goC#C&A{Y2GrjbP(@S$5 z-hRCp6oIBHIWfD4>Cp7DH!aCE6MS$BN8o8?ad!U1h`PufNxc#Z(S++d;(EPPKDpZz zX{X=1eHRKL*np?pncyA(fgpe|^;)N9muKf6by9h)a}U7~SjzY*caYsnI+sm43DBE- z?Ew%7l0w>8aC+{{9GX~bdU4LleQp;SU}@66V9r4j22S$WWpFwv1JbZ?pEyaqW(`XK zl0qs2EXN$5J=e^Eb00G1cR4q(dT4ylLoP$pUBg69S zS?CJ)E-Phi4YfEW*j- zw1?b^3WsyeX(I}uRgBAL&$&#w#h6}Cj3f9o+GBC>?CeP=6S?CZy$P|ty|#tzMP`}M zAPG2iNb=9lpPD=AcA9JMkO_={(+P^@#gnI}Pc5~MV?B5I@kO_Iat-LPA_6=i!+o$0 z8C}*0m3cheB9!ad9L?$i3q5U?H)+FEcqyIx+OIpxLKR}tNv#|5+N*oPHrTUo$s zwYZ=8rjn9>(9;3&+MCpWblN{Hc^(((L_9T{2s$Z@lb`> z) z0RtuYbfONc`==MYjdi&*wTwbnNPO*86*jsu&A6YKE6a=SGN-OniB&i z9I6E^Jq%x{lZ(B!AcZ98s{N~Jx&y!0_OGD?pGQvZO+Z6kJU#6VX1O~nGAcvy7)aq$ zrFD*$W}WQpwX_tHpsQYS&hK!0?G+3p*gEAwm)LX48A;Gpe>i9QiM^XQ?OZuiR1zRvauK!Kda!;`mbR zURay!cT7cR7{Mmni?H>Z?R0(<_kpNgj{_$wxt3olSvsz;(`nnS!2k;p=<2^~+cR@tpR#%lM&w)hL2`ql}|YDeb|?FgO}{dw8Jp5M4Y+2TAz=CmPuF z9IB-?b0O}yk51<{0bJd&nfSDA7|95F_4FD)M7IZcT*qml+b{x;q0WY%y@bnVoFdEB zPMI7EONh`-rZ>;G7Nbq?=A>Np5p7y-{{%yTF`G6*ew4;Zer^{}M^`{Xf%%t9F}>D( zB)FFb3;vt>@lVoI6<=LCRpl15c~)pfr=5I*KIMfiXXk^WIHpU}0p1#i=P%@|l zOIVUxTf*BN)O=5dm*?!Y);vhzOiFTjeVg9$ov~hBs)Fbn!@PrCmVLhtQ-pO^| z=JUCR52k+>Y50(Le%BjSoM?sgGI(kZsZXd~*iMTXFNYSWkYbEaa!B84h*&$1ah|%7 z!#$t3=WJx@hS-t>r`2LdX}F_syjE)nB0-tvj})UC5W`8X zbYC1~=$d@h4JLCNjY_nQB{Vue_$11}wgYqLmDEN;7J(8H8XqX2AxUeGxf`fPatWeP z!je{$p&HAbd8QJ%>Pxq|fifsV)s=4$r4<}=xGD>CPMwcXUFF-BsU)tN(%ls~VL8h2 zg!gjXt{QdF2pl-66;o`aK2mIiy%n1UCPZY@af?g7x%=94eU_<>z(x})Cr>Fle(!nG zV5vk(uR98T??f6*h_I%c6khfKvMX~ZXctt3E~d~LRb({$_^QZ22?M9Ab9zm#YIa^QXat#wy3T!J~MSvg`2dy&MHih+wElh52217oCg?B5eG2 zN46?zX}?>&1t|HkT0Oq*d#iUbh19Ao1lY$`FK9yK7N#^(dz{*Ps|S|=3LQqPnRsj_>-uis1df@}8=!S(M-+Y2sX z_~n3V9lLx9LvX3BjvrZDe`<}t z!b|V8_T0sm)XchgLZ=6)PV4mg`V-q5+?gG+U5&Fr!?)3d3ce$iGcv-nl}G-xH%)nj zm_n<~l@6{HJCDccyobDZrRRg}87Lt!wI*M}g4|oJxp*mbSvq*HbT*#QnJy3STpV3I zizh0)V%%Goci=L}_&qwevyVfj;nK)fI$J4Y*`CP~I3d%+S%8u!tb^-vx!H`j(4MaXDE!o~#W5PlbIQGC+j$yI5i zcmz1GPbgQjL^UnAmi(;kvPMN6JwJso;c0=~hEC zv%R?q*Md`$xwP|!4Y*v0 zeh14Pa7PxN-MiRLySZ++72Ex?i|M<4{r$|k3nf{hg&z9k=Ocfi2eE9;t1$!@8t(*- zG%T-NOj};aEhRb*v4yw^gNG(OXwUAKaB7mPhVsbV&1bk{!7!e{9jtV@XY1s`Y4>iK z+)gxt)J2t?rt&_#aPI82b>7|ZGOF-mN*(6+3_V}9gy%!ND|Hs~?Cago+u)K4m@R3k zm_O$oNzNU;cb5Rh9m$=N`F-KmxFflj-#9ma(tRFjU$`}{aKlzh%6#_p@-#Q~6S#8P zX>z$IlSUP}3oFdHh%ANKY8P$_UO!H&GbwQ3B_%lFnvxP#Np2!?P1ao%gCGmP-R{{j z0mX>zsH9h&N*Jg9eO%$TYrzYHB%EAdb?2Jn)ItWlq{P;J6qK@$TZS)gIAt)7&UI0R z7Z$FmeNyvi`wnBS?J}ay1y8tOb2?mS@SNMj4qL7RDu+!W3Ln-#9KOeAy{lky=L$J= z3@B`N4dRBAFA9p18K98D) zd&H<|!tC>?>ElYiv8jgom9pENYR+9rPw!9~N$@c*Nbo~zH+Pydio~^aF>PZeQO-_g za+ho}cnp~2N9#TI^r!3fJ?cFVQTQ->4MvX)qR?%KY4IfXq zsE+s>m+R8GvFpeI6Bf*?v1zrl*_s=mMMMrs{#=e?u537a_#HH1!IFrQV=_8}eKvzL zG5qMRk&!>fXR>*y!b<&#^M>zmq+PRLsXK~L1Ez7|t*^G{3dtXFM{#MubgrNv$K_%` z;o=rg?E_`_*k-h`;bknp2an2_APO6`d8{!nZmwU#CHLMlY`Ghvx`=AI6&xU8pf-UI zd)`hOa@bJ9LL&vSgzL7s+b>fH+!b5Nfwj7NP2Qs{0(XQkIiP)+j#k)H4j4sBhwM`> z9edBGornAp2+`e|R;!S*8&#Ned!oaBThYpzyXw1#_LKk#11^_QdGS5FxsL{>)dPVD zGHGTiB@6;MVRg}|gWOH2Dd2)5_%u3O_$ljC`T9Ss2F>CvO-Wv$H1{Phg5&2!%l9cS zE}C#*sfo)?e|>Ca>q59ODqjbOMHc`Hqx3~8I=2b$r7tQJ!It)m8){tWy|iBj5oAgA znRxTO>(SUtsuhZ0OWS2B*+)z9n@dg)*-P7X(S!?rbgplIILh^-r}RO>5L_wwdH+=2 zUP_)p1X)H17(6H9UbMaHE|=un!eQIApoB&GG(PQ1pB5a!mpaz+ed^OLns7;71gB*8 zQWwq{St+G+YfsVX6{n5vMT-lLq@3nFq{Yu|&ft%~1db@(>(@;*X^$ZY5zj;%-r%~;Y)qcTFw4+;O}VvDW1-_BU~N`>b9 zu#c)hWvK$I(7kr&%d{Rxvlgh#8gzNy<>6qoE-7_gWDF()$U zdnU}xeVF3CjE-1kCJy98P-Jldn^|Y+qe<{s8mxr{rXOdk+hunPLf`e3`ht8~nZ&)rG{u5|!&w^%QE6`J`&{6az`>`L9EuGP_= zRKaEDAm5w$oOT@Pn%-#n1dUlj)O?HUy`GuP_NmZAF@A_??uTc3Q~&6g#$e15@&xRC zTkkjX?k60c%#T5h&J%J_<_vP-Gpe*YKO8L=gE0rzqR7LMTEpvTHulqEb-Vtu#Sc}V zHrLVnOjSi@c054Z$4-45SBQ3WMpd=sx7N0T=d?tzaI5~)(^^%zK*yS+2F%>31qB=UdyDWN&%Ib`zyK*GGh%mG$#}j0 zFsIc^HI`f+p!S4Wu(<^>BDn&ZIKgDbkeR^j zm+S1lmC>0AgE0rze}WY&!OYxGF(6PDw?g&}`h32Xc8$^5cLleUuu>pBM8a$ZhyCLl z7Sg`H;_GHo>Bjqq#$?Gtb>>=q&3tlnb*4aNR?cM=YsGoS=dv|qW)HO+ni*u0j;`GV zEM^E%#sBnixtM2XDMm*Xg~)87U!>nEx*XjvD!9xX>PPe&l}gy?`cZ<%Okq~%4&me6 zI_fxd^`jahM$hVUQ062nex5C-C-Xn-7n=_KQNR9TdJ7%#iwo!l7V}WAPk3%VZbltL ztuqBQ=Au|lT=Wk*>8~_sjtHN-&9{$>`;QrwfH4cL3#2SrH!~xq!2>vEA`fJy^G!Yj zH7g?nL>`TK*cXV*eaS>JecfV8WMVFqQD5vA%U!;u!i*kxIBVIt2aGa9rHCvUdj!6f z3N$S>L{--y@!)wS+B2q{?;xoJk)=v>NZ;s^m$qyUk=fYaA=?kj^@n_!$Xo{-(jo&g z7kfOoC_~6rq)a~?q6&D-#5%k{81rF7=j3DJUy8*%H0Pl{>~;pw#T6(fZO)godrfD~ z{(8Dt1(umv!tnM;lL((;F%L)h@U2mV*Jve|D@HcsO3|2${r-CPxvLPFYi*SQGJz^s zaF^+3eFyJQU3nBsgklz2t06DMG$62?ESEL6H}i~|R5eg$<_HYtn+@*8Q_`9H=jv=8 zh#9ztF+-1J=1I>1t^_h?4NAN~7+JVw6TN&fhP498tl0N>#%qhTvWcAuI*yop)fs64 z$$Zqe(~qaKefA>KxH(&i$&55-Q(r5Wj*pwO)liw0W*O;s=V2dkrK57!akGp%E;B2O z!i8H~lp&cgH_-ehw))8hY!)-Ja)LJ=(hV2cOa^MVCG>Jo*a+)kfk_2 zH&3n1?9Du^!j)oGc`Ajj(L7m|3t7YYay`TGfa}^L_cjgvapD3Q7K?*KIndPZ1~apU zyDAGqF$sCHg-p^p>ZG8*`R3%ufRD>B%03aq1 z_kD|jT<`53=e{1N3je)o{&@KB>#hG)Bluqlym*j*RadKLoCh%yD=4GTDmsKBDk-DT zYC41>DvG>_YHyX3Shktz50hY?;G{}&KSnpBJH(ZtZ3$`wjKma3F}(!zp;mJpbnWDl06sKAbv#vw5U5?G=5pX7-k)EYZd#YI&xeEYExUN7lBlTDQ zTxQ31Ks!26sQSFQ95yUtKx94|0GKb2F7_bPZ@o0aU{goRLEGDYv!5-C zr8l!gI3OAL6fVn`_C|~f$LNh2EHkIRgI{Ug8xu%oOnV4Ei#Mn4dPomRF_{ykLa{Br zzsKtGdPC1~DxWor&I6X!sLYG4IzOD^K7b{yXDco<-@Bi0_mA|JV;rp#C{2LFYsGew zkpv9I1UOOw+Ot)GZ>A}A0Rj@kqhka9V(WjbOQ~k&U1x}3OoEa8hl^L&7~g7BJW~+8 zYLp={2a-DZa<(c)G}9VABms(9@RYrF>K$(p?0Dfyoj0hh;i!&LrySIuZWYo+2NlzPI-O7TD>~ zgdk1r&PR_lVw(AAji5Rf!ODKeG3D8nk=vnT z=PN^e3YNKXfpIT)B_5gAur8k3f-ELs_*U(xNN;Yj9OMpwEO+dcp4NZPBLCQ4nL#oq zX3rHFUv;0mXU?&nAgD)W=6~PMTru+H$Y`I6?f5er<0x1~{>$}?Wxnm+tRFl<1B}Z$ zh#rPqdOfS9ZDT!50Wu#}%q~{9c;c=sjG9^W$}LGG>0tuI_?S&mS~h)f0hh*X6`KZp z7x!dgoW+UxUw**K75$%-NkcLlMcx(e6JO0cf8}UJEHfi~aF>;)WEDhar0h&Ha(P0@ zX=Y~zsem#sWoMe#yJgcfM$=r@AM+DVc61#U)Bz4L zzQ)a@O2|VQ9UwE-{O8#{)9|0PXV!FDTyc1)gzCCO7x^;p@};xFmUbpOY|8|e^@}<% zu0ISnu_-f}m)I@vcS#S4D2$D2nZqvhXI@KKfmS+W`NJzbNj*Jr z^%8|`ZlGP_52Hd-7)D1?+5dQZv&S2-3f^3cuE7T!#)mZ>ewqB3)~ulG)nH^k5xcBW znzOP#0$ruV%+ImVAboLj_FAdP%-|{<0>nB>8LlsWch-c#0WkwxnWFWxuRgAc5O5e@ zB*3NcI0CKRXq1i^h#9ySASLQHdaxeT3jz$I<4Rg*<2;U=Mf8ep(%8*2L#>)nE{d6+4lKY(N>JBuA&uW ztURhdYsUNQDXy{Y$mp?oTy*2gB&dJri`i zfb|Cck6qAuualX3F8hd5MCPQ?AWGz#llqc98uXDlC}u(JB4bJ0k`kIL5hF1N>Mw!g-D-=AcDq~pPvwE;X1gkpf@3z! zF)M5ZqdCVk8670EB7^Q>eLdUiP0eNo{Ul}w%j|WT3+BURR;D3w65o;Xs_C+C=HU>XxC1c({1 zi{4p+KNKwHj+AAoF9pU-sm3aCZ>+|$$cMEnk%uEzsx))IMvpj*Rh4Fk%U5;e8!e58 zViq2MNulpni#e9jEA{;`<8O(`oTyWX2306d)o9i!deo=@nGx${RYv-u8c)pH@Do@a zC^M(t!Z9ipbF8;87W1GVzs3_$@RCZ%Gf5u&pT<;BV=)Oj7=Pd=ZBkjxRoh+~Mq?s) zNJdmSJYbeVExPP%U_u&ZzfDOsCQFL3kR|%#NQxqdHoj>^P| z)XDt~73%R)m$*!h>8q03+va9nF}ite=dk1%GB*J8JUs3&rB{El7bVQ9>4SR|BI)80 zhtaX`n9z})sPJJ{?P|~j!nmj+6Ylw@({agM>8Jra6h=nANytbxaQ7136`NhwZ0Bed zttd2R3Yvf2Nb>=Q(J6a?99Oe171P>7Q$>gf#T=+?29ClI=FGQd2rwvHL>Ved8Y@Gl zCmLS8o-phceZWq$>WX5lTvHW_aheK1j32xfNlHVnRcOqFnj+~7-}a9$yAS(&x}-Ects<{RWHw5QorgL$8p~ho@9wg#*LE)DAbKei*nVE$3^fY0;0>_- zynfhg&KqEv*Y^sx0WCYfIJrJktY&4zFsy(wr?##8{O`Jj7s^bKfc_~GYK80RM z_o^-K_v^h519rYL>{c3?*=fe*_B2-dj#>H6cj+l4W}qUCXONAGX_3aBab;UBb1>#{ zK0^Y)>A&3J>&}lYyGu?e` z+gGVHAoEeI5I*c1M3<#~z*;!Fe$~sELNX_fbi!E)!*(X!OIL}$8Pip#ed7RadNKlJ z$tVH}pP#8!6>85_dnL?JnOVG(%zX3hQO|xxdZ%D93&mJ3U%C2c$Jn||dIb<`S}8-h z254q>4+AuM9gs4}APt@X$aXy2vxpuZ55*dbb~$w)^sQ!N?ZQ|k3mvaSfNBw&ri{fb zF;-Aw2NrCQxPI*Pz4BvYMFz>7SVapq(!ZefXjgCR#>z37HF^eeja;2$JtIIdNAwK( zke{3z>luv2EI7ds^oK80Gb;|KnEUK|I#i0sY%%^NUn>!QZ2T)xnOSMGxC7+?Z8|Jw zp~W5_G0+nFQjyJ`r`3H?BQhi9X2R%>gs84<=VrZR9*lV?H}gEt&&}!-X>JxreEhVc zv#}$7L}NK({)Fi@p2Dq^OUI7*3Xu6=AAf{+dh%hrUhcC|#I#R-x-17{9@vLJ-RjNl zX71ca0h|hYwsn3qI&c^r*5|fwc`rsfaWbvnCxM_b6Y`V5G$KFgVbS>sMux!fa`73F zQT0Z1Wayy?P^A>^x?4qIW?4NH9*G$+Dg-I;^YsS&i|lP8b5!W(5j|c)i;Z;ulIN{>2axdSC|!^Vde~(TYy|JYe9|M%moc@#$?tQy@I>F(Yq?g zMz4s*Oc=Ygd~erZvWl!Zb`1;X0htdAtD5hsd%&^1+lYx?(p`D?k@*=j$kq?vSF>?o6Wwf#9A{O9#(LI%FIQ?{cW~bd0-SIIOd9Dt~+9{ z0{hs}$|EsD9CI&LIK!ZgHg?PnP|ShqVX#%PbJ46G_LxWQR*W)K0`*uKvIvd&d5|Fs zplPyY&d+j5@Y*KHabMRNC;1b z8S7gDR?2d-elg3AB94_MKru&*{K>G8N;5X{CveOa=cM`YGIrLOjVo`irzdwfL5|06 z^?@C;Gj6{n>-q|Y8;>ba`g1HA;`$Xec$s$ZB?(|mg}hEty`62kY=y<_F#TKsjmgkq zK=z`$TW`8TZ>C*xngmA^xLGkuNZIoc&n8H4m;fOd5}aSt^>@l3=1JhZ^#Ox{y&Z1X zdpu=4-L0qC1CpQpFmv7cno^K0u62(~d1!3`%A8)9`)-G0c83WQFf{PC0dT-zU}QoN zXuEoZa&~$l!R!$|+7U43K;$3}=zsq3sMKOsYWpYx7BhHTdkd4Ty@3?fSX&pM%o#Md z+u*cMCe~=pF&J}TY=`DPi$>GXZU&Ja-9@yN<-_lB2Q=OcJH5D2YBMv4wfoDYd!$Ir zK=uhg-=2P)Z7REu%;^}2KDbRwC0B~cl$h=cC9Q{ z&40J81x+xS67y?mmD^xk;WV9pNVzE}lagb4gTDB-%dRXP>oOjR8K`@C2HLo)eA3JZ z=%V9A~VxNUx zoH6I4ebNAj(PNCjeEMPb%<^*&L4ab8nA;qFVCIc?ul&GF_%WU@$(`7oH&h-j(P%6N zD$w!6#rAx$sysk%W;BCzDJs*(+|51CLJwU1&39PABJ#$-xVK%=Br-8MhtYcA9c z@&!O9i*XL}xt6FnXAU2OTpo|9Vmbk;cdL@jj1PlkjL39}!_dQ-i#c{d72(euHP-d; zhc`%4$RW;R|J~u7>LS=ePHZM>Ehj_v%86fSEhj@VXX2?45J6gpV>55-wPXNeo|xm4 z!=RixJE0E|Yfq1H8g@A!boB(I)?vG6^2DMVWBr zNfE5Z%EVaA5+_}CWq#;0KPA&8}2&#|CK!#Q1S2y;{sao~|Dru_&*!WyYAE zE|TIgTP(^YUtg@(dKJT*quPuPlUZYuOjCpQNpgwG%+W{acUqOR7>ikA>JYv(OdT{L zGb*{7rLN#oscZE8;_9%mzOOD0ixCJ4Q$9a70uc`DD7L;hhB~(O4v6vNM1_9rs?kaY zbE4AIiy|5`#gV7y0cJDXsjeU;V9XTD1My=qRX0mY2Ae8K#Ko$}SXl}*%OD14wjhWz z1aCLp>3VgyxOZphFK}iGCvR{4kCYvMW4?Tb#Bho&4Zw<(??HH0H&$Qu@4fwo^Z%<# zBh2gU7Iq^PI5z>kd znGxAjg|QUTy!`J;v|6X3S0zo$FP<9Nt1?8E6{A5WEBH!L&4Ps~s=zWcGAd%e#v_vO zANY_O1I)3!PMDxEPly}wOV;Z~#tntXTo}!@OlMz9U78!PEYTR0S(Sv9O!y!P10HiJ z3H`Um5~iTc8e(QewvjP2lPbi_lserrF*0VRa4ZR8=5_Z6s_j-Tt1@Hef?^=HEynR* zgE0$o4E~TG>Nj(Yevb59KYA}1_8nd#tq5ZF-fj3>B}j_KlE5;NXT8FP3Kb?y%M1~D zIA%i5pEB)m9#W?>W)?oo2JNy>NN-H&!I67VuMJ9)qgkJOkLZI4Ff_k9&@D{ z#JBP-vO_c|fXwE5lJ}W&TurU~!t6-{VmUBoLH$PbM<3k9Y{f%#=3=8k7f}a!i|6T@ z@T#}!kZoysN!DwnTQl3Tg!PatY3iZ8l-J5b8IQSA55>2(9x8y$mU?L6GKYAm17nud zL&M2(OlR{zd5EWI)B#@9S#g_|a+U_X0hM{v$XT8{J|uGLv&ZSkQ(5CUWaP=#IZ{8N z$MTc{5AhQR#(GQTsTk@Ic`^&7J(??=t$H-$u~cb~#<#XTS^$|XwNz1|J;YL~N}GCk z`7Z1s9`4at8r;MV3F)do<#FFz<+p8@Y&c~E2F0;A`cYAx{cr#37k}~#`rjYz!+bfu z2V(}Op1@Gv5@=SMi`F}IeLo-zQ9QvuqU{cY+m1y#ryX36TjZDKQI@jh48!m)@83;d zF1GX8MqAaq2ERaO6b27%cbB{7@8mwe?E=H_!5j1W%JaQ3ou&lPw^_mH`JjZrEk$*Z zj93JKzkPPcQQaP;pKH9xh}Twt{?qJJw|_j>HZ+$ByRY-^k+z&CXP_&XEC?lg^k6VT z!0-3l9mYTWho1D<^8*4%rg0TKrX%lkpNrt|N3*cHtw6ciXES890?f9 zL59kRvYL`Tm=04V@amMg~x1U zAh7MX)3eRyx%c=~*QXR5(**Sq4aW~2gL}d0gFed4o0E*HOxPfz{(; zm&Adx3MR{ng{(|g{*~{P=a?%J!_r1jCU#*`*&!dj%n@>!G9AWBi{fjc+XF4ikSt+o z(d#34uV6B5DJyctqNsbItPIJdG(LRW(jb1azg_I;bsyzE=8}TCouz*$G#Au~7!Z6cn_Hg3P2u zvFEJ?y2D`L-~#^a;`I&}Me6Ni&vyX@)km}5YcUR>At~ zhY4t;_5{JydQxRBT5c;8g2W`)1W6<~F-X%z?lGFl46_AO0mpQdwt)`80rwhwRw^@R z{|k(E$s93(Vf0{48LldK;r2&UUhzct1ud?TAxxoSNP#8RTl)HbW z(*K_CQ7KXnN#6U$lcb#wlbV~~U99fbWsUHUW`w`RY;w1FNalnJiv__@lK#A`5}Ff$ zVIo~EB({$m-0(vQGnT`Ps-Zd2)&5(8v0TWj(vMgZ?Xqj-14PLKMf<0-DTK5?U=J8m%tS{jE#Y;tYKwt1+%!IAHnPhH@ z+v5gZLMJEY8swllQ&i^8JoHsJ``k75P=(37nTO_+sslVUolqg!OEr7hebpVojMDx3 zbXY76=1?gQjs4qit2v5L%45tlyq_+GWY$c&>n}6Cne+hZ99F@D4DEtu`>*siicvfX z7V}7to6a!?Vf^{j=_~n1^|%zQWV&?&Pa~!TjG4qUrt#zSGd*>GxM!4*%qp>RdXMED zsIfvhDpqEACEvC&pT=W8@%-s-yPb|W!B^{O2^RB2k0c)NmCA18JTd{RGkITW#1z1o zNg}V4_bz{Ad{pF(P|Si7fscsp6TDCfW9Hwz_8}zZzz*JoW5EW}D~)D;+)I@JGNYCX zzS&4BLShcesxUA3-FnsG3HbHHo4dQ5$Q(y1Ie!I`87coLKjUG%;tewMO_V1QGcxmI zPc-pYW>Kb})cFDuI79Fk?jzkASf}6x~T4{s4WR zud|E4%^8J3#+b}Wkq{G?&L0G?T;ODCF~6mzgkvu10SVW;)eirq3$~I>VB(=+lh83LNrq!gMX1n>vY_4u=34ff_ zA~L8{1o~9&G_rlDB+&beSOWLcGBAyiAc0~DgoUb!r?dG-JuHr5iBQZ!1C-MfeX7~R z4zm??rC`iNrAuO>;TLDaXXOnzX6bTQQfV~i!YXOxa(jp{Fcvz}_&`=dDY2-!+F48Ke~iQU>;?FFc`R~_7YGnD&>#~esO&zoNBOD@0f{*%l~f!r zzU5D0n~7`1qalkY@^HOuZW%>Q0uEyHaLkr?KrvAp=>h7YXv$lI?tZhMEej5_>{nNu zU{&O}UOx9asXB+lVSJh{1v%*7FLA|okq(%#Ccki{ipY!{0dUFPISQHk>{g~R5g>tL z7D{eNuJV?=F`0qB9*_Ix#g<+G1B-IvF?};4ar-&KpeHTv7TLXmV4=ty=-i6B zCGdO4vxI0H`~RC3N-UapU8fxag3;=o2_WY=d>jQ@IUV^8zrQ#lK+miLw7{SYCmrim>me+^R zTIuzZ(6f%@Cjp&X(d#F%bEOSwXq!mDZRxcQe)Xuf5qxe5s+}PNp8oZVf4n)HzC5`( zQ5mPX7PrS+qL{_RT6YDoLib&3x&*L7_kC-+1d!>lV}WHq*}7**ajGewPnk=%z53Lc zOo}Z?k(AykeV9E~XwAKa1GE~oO6*6W+s4Eim5EVbjuOAZ%Vn#-uJD?>eFp?qpiGNG zQ>1{kzla?^Td6 ztLp>A4vcA%cyzL*FQ@BAUE3KSj}kzpQ$6g2|++XF}t@s_65Oo|!;0<-b$i!Hux!=_~@sbl6NDLjZrRsM@@PbwJz19DU*PNGZpE4872e01pn=Vl~1fd5UO z!z-PS&jA!zjEJenl?9c8$PX(xdF)-=^H?^7Nz9z zV`KuzblAJD`>vlPq0)G_*Dn+OdUTEzX;FIdz)WBGc0Nf`k{{~Z1vodOh+uA3p|}r? zU>=bP3paD0MLlUsbf}wYWNtuB;=j>%!8DK1)#J8EFG)WXdFBonK>0 zg10g9URe0gV(rB zo&<5)-d>S&d=O6nnJ(>NLib+j^?)9hATnVRzNk6BhRYz)rVXZwbo`VmM`hwnu@!S3 zrq}@3LszNj9Yz-bnJ)8L|Ft%QIm~A@E|VuC18JYjjmn_oM+ODSl!-OzxZSI>%O7rj zRD|Qzn*cIhGA>{rM&&_(@#8|oW3r?q?5-bKkp?ObG`=KUz%q4GW%0igUVl)U9baY9 zm`s|u58lqc#e?azw^@(7X^ISdq>3doMvL3tFx0=;i!6BjV~Hc~N~-aTER4oP zNp_MvpsmQpXD2Bl6DDqP{kY7o(H!p<9*aqmvCDl}E>_twzVTyM0?2fU7vf;bw%j~3 z-U}mMh3sawSU%7pUuCcHWD&1M#+xNukqI7?C9d()6)vh)MB`nF`F8% zzKF+UZur>lW*_Jp2h4QoT;$o;-9~5PW(T85a=K5gipZQ!!1Oor5yYIu4bi28h}-6q zG0`gO+x7O%YWWS8E($P#bJ1@al0cc zJ8ry?(S21OZ0>UE5q|)lTjRE>a%;ZMr+9<=@d{5_F1FZimF=whOC% zoKD{_wu^8gN&A6Wth}FZ_m7Y3O>(ELC_4vc@;^%q;*wy0QK7p%k-8ljMw!FZ!yR4Z zSm}1X=-iY)H=6Pa?;I{vTTIt@PFp-YH^$P-D-4aQElu^}(77qDoE`k*)p~XBw{^^S z?~9A)%-X~fe_k<7iOSrrD3WqtY~7}kxn5^BCqYBR5t3QcDB-IYQ}{1pD1|Z?CW^Am zduu^(sB;W(aFbFayzMr3uW8#YRuu3U`${{dS<`>SpJUf<@)nZx(h}L^zrY=i$`PCK zJ7nf}Yooyt+(G4&?G~>>y~p+!yz6u`yMJCA=oE6r5$nj@hSUZwX$b1Vt+^Y$YxEEu zl*r7F*~R;Aj(3i+?!TO#;vY(AbM8!k7KP5Cm<3adIc2PZ|0A^R33|Ykfi?9%|30qyUOJ^Cdn87r%`zti%BqlQ6JuJ)?c+_nDdum zCJ)GT(4C^Y>h6?7m}VL#BRHl?B%>nWn-~9Zc6y`8#!Hp}G98j(mJB&Sr6O%+`@Nz? zJSI!jh!9`eY`hu;j;XLt!*bzUZZ9*#?-eS5F%629RBHB>QF`rkdh+<#Wvg6fy_@c` zoX*#)yG1f)*KzxaFIHPDO)5`mLL6|J7?ro5HZushp7Co_S{q5u8{$rw+h{X8+1Mp8@ot<1MZ1YYJg!(z{ zF@>!Xcn`$T=#MU&T`X(oTg-A@rTLVdMl|L@htxc0U(0)t%yP6v$DquLkzBKuoMz%| zae7E*#Daxptb}fJk;I}5n9NBX=H=Px)!Di757YPR{t=KAcsI`@^;mF^#NfzD)V@m9 ze)G~L^+b)vNeR^Uk#sBFGYJ$96HrLRLHJ~9tz|Un0>gIdo`=7fa z_?msEc1K7JlsW$uappnzJ8P1sZQ}l(0jX=y4`|l5-{LZV|01o@m$`0P9g?fCOiPjf z9D4|sJcG?NZ+2cy)ot{0|`e`MUuvXn>F+W)@X1bbY4lXoB{kT}|l6ksDVCjo}2niw(Gf+MO(ayehbJTM07P^vbjvA#52@-SQnQh`I9@8@4vMbTmQ(8g$Z*j54 z-Fow&%sWE+g2U~mG?Cg}>ctF1m6m%H#-!|zH0s6A z#Z`u8)T@c(8m?|k48HXC+wS9f_2W9b|9ylnB}gm@#Xm^$-dE9-$)6kl5*S9O%+zSGSjV;zJq0G#a zjm36Aj7>rN6+IEwI<2pOGAE_=MVZ3%p~{TZfiNl!2q-(Xng(T1%z~Y)8B0&sGbclt zTWP)ol$puH@Jo$m!2yZEsf!>fhBrB1PNg~^ z2vm+=WL~C{dhs0;<5P$(+HU4Wb?l4ZovDEy`+o>#1uX)vzc0< z-ki)kGAL%DC`q5%%my?Pb6|a&I8dQl-Oe_2yH+>zhjH>-#mtQ!rBFSn%uQA=JZhZP zl{Zm|>fPnV>6@2lm@b^Wx_tLqMGkXXSnSI#;8=v5>g|vEYP$oe2#%?+9Gf%)HS3Gl zC$E%T=D0Z|7Xvb#mh9!l4;Oj>IY=@O$5d1%jrMwVae4LvJGy_ZWHT2nhGdJ7OsS=N z_2#EDz0!1$bRLeWwB6u~XIB@eO16XS#(+$xmHGDS;_~L?#Vb8uK1i7nk}0(^uiu`W zYPy4z>EY^BHy1aVWCu}sxH{Flw{Kgzh=*e;3c|4iOn<_h86GsndXPgE6XUAdi4dm-bG4Z5hZJu1?i7s@}ZmkE%CsI0&Xm*a1;B0@fvK z8h38q^v9i>H%;RX!?9Gf%i{gTbvCk_8CYdoYk*;3sz<(`_3S<|7Zzq}_ld$`0-Ch_ zHmuvHMmIC>`jm>H6nv$OJr=%F$Np`lxH1+#tFBNqe^}p!=cXs&Ep+^3pIseg1~>mV z$xNjemNiGgoPMdpa@d6aLI0KWn)yeSw}52Me>;8q%@saSi`eGt#b%-718rks5pyJ_ z_;Y+nN`17T?@tKfJc&EEK$~1uQum~aPC{#=54Ht!I68cCq_!03+?M|hdf}by{vElu zJH3c&?%G^`_&qi_Cz>ennC;(0Hn_Y}x4GjF`=D`=8EtDWsR)cY{ujmZK0A?PN@LIv z9y5{K`WINoxUG7FHAiBK{}msS<&~nwWp>0$*|7r2bpIoLn@{l?m)?|Yjwo~Npj&od z6U#6RL;q_Jz3TLelevssMJALC_;IcMX&f-2FmO=D<7TZFfW|4q!DP^X*k_O3je~YD z3?1~m-RsQ&?xrci~{cTijy$@L&JG|N57IM51tVfsI6dgZ@NsFfqkh z;4j%{6cDri5hb*f)i;E%K=7!7hDosPBrs_pA;5xGO5onWooE)b6yD2Hyv~hvgDI4^ z?Iy^P^rEO)(o|WM0Er-&Cddybv>9Zk_sSfKPm1E!yQo)+V6HIMMQ~^$2NIBsry@)f zCLB-FOt@j@*WI@->&@-96waK$4hWY3i<~&o+s|GRxivpdPWJPE3TjZjt#u1n|;czTaJo0;b1#nnvF+RNAC#i=rcSCst$i!Pu+pcAPdc!*=f^4Z#N7%ll`|o0YeGL{{@cy-5nBJ zx`7f~<#vnv{d&K}`YI0TZ70ZFABs|id4l+ZgG_`Qppd4ZXAL$5C)*x$Jo)Eo2hyhO znzMhNc5FZ5Q^aO@1%Ci69t%fUu`YIl2J6O;lS0sjgi%Pka)#4@Njcb=%auJsrm!Mr z3=Qe$QqZQPG4@?`OS~)Jm3(F?tVhTIDDq+IAIwNEzftye?kZNb!qr%>)yP7P+ld18 z%{nnC8m@xwSk0!O7H1w9nsP?RO`FuvaZ^}J((Ohst~HhP-@&3-13cMmX1IpodU}0> zO;bNiXkBndKT~!!3rX^4NiI~Pi@@Z`@w1yBU`8S!ire;NZgQ17fD1M13X!@t)iM{m zq?t87hbUwecty_mRNX{Z{LNDgHlwbYqdt?+u2)zAoah@JZC4snDk18{&krMA*N2Sttn$@oEQ8A*JImyG)rFCL^(5MBzG=nC#;!?%0O=$kK z(yN8XYKiK^bhQ!fWj{(MW^hpgWpAPczmD8Pe3<8jC2F3=(NrL(&F$WlkTMz}bZ+(m z|5?UoJ9Xnfn|$0oEdOji$$>?+p?7VQF`?p9c1i<6*YEJm?2kjWpbAedeWNm3i6iAY}j+0ehL@H}^YzFLGOEN@bL4S!QfKIikQ=+xE1z zvDMrJSJkZ^Q^RPp^>tFe^sJr6t~J!0CJxVHyh!E8P}e%8JG*RJrPAYP2rH1t)2zBL zkF$-Qb~hmk;e?6c5HGu>3!J*(_M~u9^g7>q4=O4QkvgNSN!XB-W-HG1X?*OTBaQQu zh$%vfUgNj-wMm(I^sVat38*kuBz!+97b)5iN>`xPR1>c8+VpTDo1*ebR<>9%p31`s z70#+gNAce{O6KGGlcqpLpCD~1T%nfmT>MHVY-?f}ayhHY66bM4E`y1Dw3_Ampi5hH zfHrp^Rr>(}2|T88bTwAGi%Rc5GF_jxQO(paTEj@*^>h%4$t;paCB$>bczq0CR?nfY1#Eep7iT*IWo#GN^Y==&VY;7$wYo2?A zlq`o7LX0^~h?os88oFIH^+Aca3aQ$#B+f`IkA4N|2;w9i96O1R6GbDi_(u<|58_J9@qN5P zn*?usjRCgW8^#B3g)K5;BN}_D`h`A!ZOxwy9^k)hKX?RG5jY6~OjvZ6@j)PG(=Nqh zMu^DmTq++n>a?{EdypsRv?#!wcJyk3Pv~?Z-rPqv$Dbx)PJqO843C6=Lcgr^XKt6T zzyqiR#|eZs;9Xp%z@0RwBoBqnwN}fRcBi4Am4Yi|+O!)$q7zuC z6kVF$O6BN%WzzxPsObqh$}aS165TKV6FoAAjTAH?`GC#o$}7zot$x=k!xUktKL@(a zcl2(MtDH^OcXwMfDm{;DkMzJvdYM8MKAPgHFO#{RMz^8C&fA2BPYcovye66*mHR{s z$RZxibfb98n~B(tjt2OW4lf+wGOOkOLGM;;M~ezm4=p|UsJx~fDV8cLq+2|+Mi#$?QZk_Zm$U81@YJw-FJOyn8}x1~^U@*G z=3I~Bec+y2LKI|>h0mvOOy8rYif z1W#dkHg(lKDJAMrUA&_}tmK~psZ))U$|IImVy0GBGI*L91GoFDv&I;kzCo%$=lF^DAJnyg2)-_4?EP z(K&lrVt&#Tq6mKpr0|7#%Y1r?yk>Zyw5yS|fwI6A>M$Xl<6fhCyy%Bn{T6xm{Nt1_ z(oloTlajeYWQG>fkoH7Uui=hdO7V>|D)Tv1Aq@qLoV3V)T5?jY*9Ea*qmHF~T+Zep z6pNVROV|m4dv>pITnk3+YN^k-Xr1B;t5`JsI&lWoY0%L*vE~G^l@~SS%(Uws)jfiC zJ#L?NnYE0-he-M)&c@o!I3@1Fix%^p>%Zk(VYH9}DT<~1&1R3MQ|aO zvHiENU!8uOZSV%daELGu2v>)<9&~Aj%e~#bSlAPMN-tZ{6RyUM-SuY^p$<{Y3ch>P5 zPEkeHgcT#{vOQ~xDy*)YKu;e{PpMjol3MW&k{JXm*XmK9h^WHmf}s2P1>Ov}*sk$Z zTX*Y!wMKnu^_wB;l0w?yQc-D#f0CfT6=p!RT9Fb+8(clpwE>2~?wnHbX4XH%OQ6CP zt&CMX+=ud+F2T`dF*8IBkp5}EEsIw`fi-*kUHpJG|YF;N}s8ygv zxBbjo!R?vdLTM>;Mb+)O-TYi}Q{sjhdWGG**8M3u_wb_i7`fnK&M1n1y3H<%Jw_Yc z%%`S#a^G~SrmrF9u|uII*-t_H@GKjFF@uZ&kH zmekz*^&x{JyjU}c%H!Br{EolqN!j~IjTllz<%HdlTH%(xdknIKRelal_)bqd-EY>P zx>dT>Ua#AkSqdU0!MHWrWKQFLm}84K_-;>shsDc&ax>fwk!xh3_936Cu~3U`lXtWI zayKov9GPRg#SeHP_FX?EJ~E+C1vR0rPBxWK)6up$C|3FM!F1^+I-h*9bVOGaLYwlr z`LXkAax5J6hUe_4?j|~`0pa{B zmVCuQBG=hhJlEG&E`k)foSSUciFWgCxldTz*{stY7z#~@XansUpD3i<;SP4a?atmn zi@(iC(y-+=p9SyqXY#+e?u%9iDLGTi_m7B!_Z=cJyMw`WjTm1PBe;!q&0mTf6 zxB5#syRWxmoAK7-(^uhO7A&MM@vhjE4yvBNdG&Ilvm$dQIzX#%McgX$k8j>x9fO&0 zg&9e4Df8=#)2lbvXQyv2bJ5>e^Mj{|p1?~xPzR{BCS00 zKYUtSh+?=IRZTQu_sGNSH@~~MJb#lpLKAk6EbN#SL=&97x;b(F|MKJ?uQPJMP$ag@9bzd6Jar41>8v;}j7N?W|C@@AM5q$jB&U{_l}D<{+(+%-UfcXFFu zw|0mpWZ1%wIjU$N`<=M1e7d#b?|^}PG84!j1~+j zVT%o%E4`ci7)?NhvR4WFpQ#N)&iD<>OKLiF3?=+UzY@?X&)3V_qEj9coicw96w)_w zDR!SpxHWfZlG4gQZ*z)>am42QrLCPx{5WERaLv7Ct}>b&u{}>vP^DiVu|fa0t)N<@ zIbw^R(8G$jbHwIgxk7mmWdS%P_3$|2(UIH!`4@#9ftF~4dAE?$YzWz4mJFH&g#pfh zC~Tk(WF-$RA%`7wIVfN-TOJN_FS<3G;pIK(eB0I`n z)XRMJE-&1f$8hTX%Yz9;2vh?FLbJ*`#G?yEsI)nGI8`h1KXapH4;KT9SRp=5`NO14 z7MgLf3Wci}<(g4p1yB?ygHAb~jg0k9TLLS(L}?dSSng(ZH#Ffh%~C|6!hR@C<@3ZNu~7jyZN?-dfk&cqdfd)8(~B(} zb4Hix%=OIDu5HtwEFRS@fw&t;Fh!A+(7B&uW#ANNOSiAP-N*IqvL~I|Q#+HAKF~BQjni7+eYe|Y_hH!S){w{^SEQwclBErlg`h_xeBC{K zz}Xctt1{|ggdVjjVIXWQ;UJ+nZc_;fwMRln*jz$I=mK5v)1Nl8$43~kV6=y(AvX=M zA|p);*iV`Ai=)FHd2Tp5!*<8&AQJR z8!0?tqYRroB7FU6vHR#wf)*Xh&I3y)%t3{fX4F+yZN8?QJm8TlZZmz387dr(NW`)3 z*WI@qd`zq(7{TV2zwS2oUH077n3g-79(28B>2P$aFp#Bv+t;6QN*&w!)p&L|33nMs zLbZkK?hoH(iW<{p6rL!IX2c?ruvJBCN6I}$H3`>8{NX#L%XWn9(3f<>yzZ7`9GYN6 zgFLW$?0mRu4F9;+RhWa}d06wUFE_>?OhBc7axl~!Ui$t1yzd{E8!2;-$)Y2w*n>N1 z{8WVhMogUCCQRD58u74=z|$=C2w0*u_G0GHf{aN$a)w+A_?j|*3l2_i0(ZmoMj?vU zI998#S%4W6#T1^f)uqez*p82*rh6JjJH(iZPGv4v_o*>L zizb6J#xEevyH`uT;3p|x+0j}OVzaW->f&>^f?mB>_614vgn6%KYw)6E>>KZI!#(|} z^4%k~BB&l~y`qQ7huKyaD$JFoJ`JR>B6y9mNa>DGS)99TONk{EGHpTPpn$^mM`-}c8BPH-5H0c2W$aVE6Sk|%$w!Y6lO_$y0 z?48r*{9!Z!KelvrllqKfw2cF-C_2mrge}jCnh}KzlZnc7s2Nk}EGQ!(K2cTwr^V`a z{bh^LHCc2Uy~o5nNZIGPHF(kLP!o#8^EgfTrH|FMX41fV9v6 z+T7MHKRvGH<0|*xk87-6|NPln``zugK9P*6(f%7msRUq}kUM+priU9C$2N6+_DSkWj>5C@G4Wjd1AW6awF zVoa4rnuD7<2Afm3`|+CcH^WWIM&B?lrsw?Lx7JcN_Tp^wkgh@l3ymGSS>HdUS#j{H zDDJ1@C@v0NF~O>Oqi<5)L_KgFy^a6R)6`g)_vj4^^@0#hhGt#nO+Ewj3o=Z^miX|W zlvd&|*fHzfflgKDl7`{tgQPRof4Q8O9=TDWlnGP)I9uH=yIV|^dlqv?R}w4Wq7>}r z2uitlcwBG%nKM(EWEIXgonils-l+s@BKg{Xu zU(ed*LACA(BcfC<_O};HC`w$2CDz}04F3wAqorVAnHqb%)|Ku5hmm(d@E_3 zfdsO0M$nKgj!x8o1J!vh75d#&om_C zvGE&DZGC;kkG@yyq~m*r0vEkIPwEHQ*LuI+=;NECca?ciQG1APfvOftTQP;SJ23SvX|`eu(af_wE*EpU ztGlMi(S@rNTGUyitw!&*v|)0QHmMdq+LDG+t0JvAP+QiTs1NJg{Zc0YZAoip^{-E6 z-Lfrh2u7)fIW*T?d33f_5{N_hH=*j*$7n(rp36qoT>Kaf2ouOk18VMmj285(pyK++ zXh6RkRJ*}3nvisSzXiJ<&quF(ka@Gc-C?Q`ztr|0wImEPtAwy`oNUR;n%yjR9Ui{L zoNk6kNpWYLJ|;MNw~>1?I08#-p{R<9>hxs(hy7yH-F)281CBe0oZWS8o~)wB&?a(> zrvw#Bn*I|d{ezzQ#w0^k{mkhY^e{CHe;hDLB+Pj z)bUtkH14NlNKxq(%=Lby50aVFVndf_Uqzd_e4bJ(vmqUIh)lxya=qPebdJ%Gk<##- zQF~@XvWfxmaMjOkKv4di2CVhJhB~dd%%?9$RVmGQE2jOq%NOLK$d2d{u(xHivwCO(x>1lGony}EhsFWpYyA;cOx@|zLh${lpxXW=@gHF@p$#z=QSFzostgde6s3I%{_w?iG43{J4oa0ue3Roefq)vUsHHUPO zQ6}oRRhbH~5L0MRzdHw}qyIVexI#-6TF5E$lHWilb=JiUPp5hZ+Be_|sd6bM&Gg)u zlBPkaoZhA8)Rs;gS14^Y&PrcaBBluaNAc((q37Z#ij&U9?-$8 zfeaZ%v4yb#Mdnzm?hCEGtEk+7g^hs><`v*4`i=>!phk)c;F*R$&#c?3z(snxvQ`lVAh^gGe7OfSS8d)l1!f1cKT+eU;{q^+an|Ci> zolPFU-O*1}@3mD(f0FbrjVX>nZsV% zXRb-4@4F}0bJDmU*Dky_SB$EXL^zQ}sOU&TP~B%`qH$CaPN=B!I;rRzJKs)+rtxH% z|53zsWN$HB`fif#3K?f42PNW&7kCEUVUIwdr`0V8l#ae{r=#!dI{LmzPa$ph6137$ zBv3l~RXZL1s;;A7HPcZqK`R|a0!jp3UwgNDto1hYmAh)N3Sgoq+)SuhbdPI8l8I7u zibGhUQ)Qy$9it6NCQ9MEhpD%yrsxq%yo+WU?#D>o zUr>SVj{Zvxgtja-nt&%nlo$!oezDxqqbwzvxytDNBuQ0rOd(7qb6Z_XveA+eo)Dq5 zB$EBmt-8&O-h(UI%(dD+(F9Z|DeYsyfAAY?Dui}Y(POv(DRh*EdMB)qD;|*CG~xNrivc9*@ z%w_EXK~EEW5f!^JL{tpFC#%&OTS=kw?PRT!MsqjD0JTOIa`Il*Gk)dN?-$I84>4{; z6;c}GQ&QT|nu%(U6aDrj#&o2o(38-GXGIF_nrm0X+GSXgGE*%N_?e&wsx}|wxtu+qPiQO!7h%(|l>JUs@ME+AhZ}p9@CRt4NKTH?2psj4MqngQ z!{aQ5O672e#7Rvd=17CI{*}CQ9f2HMW>OV!kgjd+J|vt#t^h4!r!g#k&P8ran)W@A za$x0mp!5pBAyGR47m3rsBKe+++?qBs@p~*xtv8ftmHV;GEe8Y91`>Nh5z zr5&n+wQmBR`NMo!Dkh5U@2tx$?z>eSIs`_U0GM3|=ya&4(3n|qAxJi~2qk8SHOeC5w`0U)qsCYrXWFqMU-B2*&;%!B zOV1Z_;cjG#KA1y_TG7q(Z($X>AT=Y5Me2ct8c~(0@lN{c_5z2`cC!x?+Pz5;Lv=Yb zL+m3@p@ka$Tcs{!Zc7Uv4zy=qyE#n>f`PNsbLQ~XBdkUhX^|?_X$x_GCStmbLC>De zIqZ`pPEKo}^HyaBbs=?ga-_-6aG0s{4ZRyvZ=GfW>t%H3}v|h0XuJZZjeI z6{%Ue>+#+MR48M5hOe#DGl3L3Eb;^i{lCh=%Umz(5zgZYQ5-S+2kbGzLPei|W=Ua? zG{u$%!~j_~pf6It85x%P7^E>VQS-mrr-##n8sJfdG&h0&OlMlL-)p(p>YaaMQ?*o} zBwvcjxc-G|X|FMN%+)gP%0cDE)G;;AsEfGXm>3lf&p1tqU(wSt3vGyRTfER=KWO zImX4%ACM%=E|LUF7_i84vBLFHt9kdj+kIT$R;kR|*n|7ql&ZuOP8x|dC$BI~7FwBR zxyImST%o36NK^lCb~8PHcX@hq@#Zq8H_HPCeTpqjpqY$rf-BqSRZw##V{oT6d>VV` zV(-UIhkstvWnojd9Rvkf`mu5=)7JXPeH~b&bqdd@U*h(SU036_GcOd3Q!lF`3pvG% zTy9LfUM_I*sv@~v^&Vyq&_Z8RJAUWlWsUq$wL4&;raU{B{F2V$SH!j>*09)wE5v_Z zA@;X){75&|Rp{*r<}iIkmquVg?*g7t4Q0PFGaCG5;$ng$=>I05JALZn+24-|u# z!PgrXSp@gf+MZLhR@FzL7q)R`!bw3R>BY_2>&Zg7teFB;SQtt)g~FTWpg%e;&Gp6a z&Pub7m4?ttX)w^Bdm!Q>e^kXx;56Z8D_o&$u)(EEMf=Bej{qiS;MjQGE;cfhaB$z?52Ykyx*($o zO(BX-tD10#C`|(+wyaeHWB7TQqKvV;MbgB*a*{+}4Wlnu9GaLO1&CMZOmwfGr=g^- z5NMPKN#L=a z{?&SQKRtVm*V|qu^Xy_($pKKPV!wH} z+Ts<%?v|Kql9}fht9&V{kVbDxKlc%v@wCsb4lUCcZ{6k%tFJ`b2_F^p!?qq6$L^2agu~p~7QcJg_Xamcj{Fs<#j< zwM1j}mPJZRCdm(|5gaQuk$D`jN2EMZa`1OdJGzu|@&T8ZtKdIcD2FG?t5DH){bNw2 zKGAc-RU@G|=#l>3trm2GGVC!Z)Ho(dDquyM*jgqoqKWrPqitESzL>BkBdhjKbJeHE zJJW$fB-JX8oYaskpqNX#Pv9k3;Z8fEj4evPV>@C#upm^vo;^OI16Eg-OqvJ($8mU3 zXd)1L27kaxsVm}s>hx2V<{6}3s(>hD2$wmTuD!IQ!bzNrD)jqYI&&S?k}kX84n3ky ztR-zto5&l=~7;-r(SU&sXg*=Tik(V8}K8p^{n zA;&unfr&~Jr+GhH?z`MK$2*OO6C%`6z#;-B&8jG&PIf|RBGbY=)k0e%;HiqUR8drs*U3`gl4PV z!}Jt))2!!{Zn>r5JH779TwQl<(2()XP$}%vd=xZG_LRfsz2w@It0lY$DNcW)fmqUibtFDvOW z$6Ny6?l$}R4$rM`)z}sRg^6lQ9UTl~ruB#4PiMEcI)FDMjG{sEwxW4J5v^d-6|6&K z%9x@OgG|kpm=XF>1F6gVMfZi5A3o^I{mpeGA7?)UK{<&+6=nKv$KPoF_rg7jH=(~* zgS}l9a6z$`H)0Dp7L?$mDY^g8%7a-g*gd$gQ&F$V{*a}DN8m2i9waYv-6N2fg8P}* z^Y^AeQ?TBk$vt$B(&?1Oi<9fK$wT38<_e<0&CtTEoy~oIcYc0$RpCBV=Mh}kX>t{v z4bh)o16|zj*ZXaFhI04qQO|Ph$GSp3tMhgeGNO>VVc)f-dXoAHleVg0>46SSvF(<3%2+KZ+?2pc zaSixVT~ElRt6~tEsEXET-L>qv*mz2}aMH!bN)&tM;jeX%>kJA{n5c;AzR=~S?38%E zCtRYgFH*LBuS%+*g_%as3iE^enUb|BErm~^#o=p&ak>LxH>nWYE4RJ!CdhS(lV2#W z#b``SBWG3SvNGA2nI>q$9FmlZqV2L!ucEW`1RGcj!s7Cic62ns$mJ`Q+Kx|k8ZY`) zhbZLQ(5ll2u6QmDPMMfQTPXH`o?4PpmRlh$)!USn)-;6G7ubhFguSfez>?v(2V8Wm zB68M%LgDS{DY@%u;;3b{=Zdd7@C{PxnsbjF{b(Q}NYOP_UPV|(RwVJQs3>9eRJ9H7 zcEVcMqdx8*#pylpZx&Y`28fES?<~=#!(BB+j$#*kd$=5&7)g?$>8bnhT|qR~MgdQl zXfZL^C@^_#OlOaaX>BpF6>$`iE(}M~*G$BKCnCn~#Y|pAHFk^@D<_K)oN7l93n#a( zAG>)W-Po){!-|k`l+?d4*@9e2`ZE!iE^F_+s`m{o(03y8e-zivej|j>UKeiNkeF-c z4Jnl0nwn;_zWbtbLY=7M+GAsqM-+9(ZbTpGqN)nl*lrXcg)DX>e4*Vnlm^rY?aRpO zPL;q4Y0QI?uRckuQIAbT3UFzFQt@Sv#0RLDAcZV?EgD2$`X#l?_q|Gvz(O1+5FmC} zzSXpASDAV_9j4Gxfy8$as==&C1<%`;QRhi(Fwt)KX;5Q9G5GCK(nL-LJ%yE=SKiACHlop$7{L{J9lMmbVa*xDIub-LDl3zHP!HIxa zGv-gXx0Cf>D^;4cv_6*Gc+pu#@ZB*9a8X+;36iVY5($W)kpu|=#x%CUmd`JCUv&~= zcBVd4Frru-d1%3=ovR%eCPabDPlz;+IU(wiNl%DStPLD57oRag=PqDo13fGrP1IJ> zXhLE${@du?}Fw;!u9hb5vQdIyc+=j#mwUC_&`y6>BLMvvMONGAMm|NAfgh6%FRa+qG*^a%8*s%zz}Ov~4f43j=B+1vFO+-970Uvt(lY)FSG^7T<_5q}oS zzfoy^Q%X$9v|_J1+JcTPDY)!vPYfq|im|SmOOGv%=_I-!(F!{fiO!eXki_YZWU_hu89Ut(K(S4gOslRP zS&ZWKEO=}b&oa@HMhn!4CdM>QNpmxejcJT0R;p2HnT|kpvwnd)5=UH=*b~}3p2!qC zY#`FdM8_H_V~MF_%%O8LjZGaRq6k%|)23=j7xTMH0zP&XFwML(0xd`j0_56nuBYeM z^q6}27Pa|^#1^+-$u@cc5_4c`h#%gr_aBzH@_9Y=%g&V(aOS*!zNXBYZVpj=IkYgN zE?H$>Zysj5DP5qcDlN_VvGiW!$CFa?MREU0bM_v+KNdSUn=_;IQIi`RlaH%!yl4jA z`)-GuJF^#-p6$dQMO?{4Z#}d=;q+{1k5Y%$??N34jUfvP*{&Y3(PMWvxpR)MY+w#q zJ$;TbMGB1fDOGXGvl$VFEJd{297iBTUE;xN%KYJRvehd`=C-OnwRt$vT1KKndn*!D zUV|jK@f88s$IA&WM1IVaH#QRZkRGu`KD>`yqh2G7-{EPADRydfkGuRTsOHVU(s`{J z`tVkBRzIvlH@K|1bfM85BH)RRa~kbL&1gag7isbJV%VCUlBkN@km0C8 zQ`X3|w3Yg0x1Dbmk90+rz7xl+gWk~vpmAPM2Nh+fX1>B@qDL}wgcj!1%<*%$v!Jb+ zBfPMuW{#hWiz*KCu81qNSh*52ySwoE^=*!eaLL|om0$}uP0QFDlJ9*QZ_bZOf0Z9{ zsIJwVIEKp?-*&~dyk_AN?L(+7x|G8b<ze&w^zDrKtq$4M3PTmjv)&+swE_RzJF4c$*dXms*Z6*g)!QZX8Ch1)oDnI8(J!| z;zuWNlDf#|sfGA{%_b}OZqYutCwW?!0!5br$;l3H zbI$OOX)!>VeBRK7%>t_M#i+*Ss z_kg0a7@hFpVtc+=&6Ze0!HG&84b3U{AY%e7%&`wU<{O*`_*C+mlNEzEzzVC9_o}0X z733#hiUk()e9IuO2Nu#era{y|n(4PGUkp{?a~jCaY34+O;yFl>E~W=yd$+3cnW1=) zFMtYToFM$rtvW1);}Q-xvKE7?Irr*`EE-pcV_97PLKZw5v&PCoWObL!Y>@lwF2~@ zuG_m-&RWy8V?Bnh30UNf=?R4^QOF$Ld#3&c zzO*43XhYv^JM9S}U-*)gDe&noJ2q*~dE&Gud^yUrM`4SMNy_A94BT2$bF3Y3Bg{;* zsa8zl(I#IFnRH(%wahMzH*?aS3V^`Y#SD~p%UM=#Y{wUif6|un8IE>zNp|Mnv@Kq8 zKEPLdCXx`W;Y2c^iNTT#(DS$&k@iY6JPdaK@4ZzUR+zo2Pkux*kCZL(H4#$CvBf#ls`sZtO4vL9sxUS)Nk-u5B49 zfrUN#&BgWfhtpysl9@X7&o3RI5XH?f?)`>rmTuAv)PxC7XcBqonTX=>Lo=e7bQ1sj z8FEft*fFDtArc@(s#xb>vZAhXT)IM!E$L#KaIw8`uTRXoNj?~u8)JISXtWOT=s1v85veMX%n)q5npWS zkX{zL##V?uScTh_~+yzz6X2%*XVheHX=ka4E zVneoQvNms%2K#4klg7mmjBS}PV;4h!Bsz;(|64ltR5@rkcBiGo6P~E8z@x)`8vR7m>LiI5Vmj%A)Jx+<~ciQjQ2&lpr;}7%cXlllv9>21A zKC2|F6;I4cLJN*E^;X!T%a}5&@7ZuZcIvG#O-`-dwwy7UK$~1)?^E}!l{E=Zq*LDM zn3{Q~!K3wefOjgMI0|3W(!UmF>?ll7qOq7r!tpbLv56#*1V2hZ^}&o_tONul4AHyj z$F*zT&0=^@OcFfdiaCpXE2|;x=wg6)j|$X!XvW|Lz=s446UZ?xBI{RV;tI| zq>i|{ce^F|AL9X!jQZ1;TUumJpM&{%h$|L8I&nC-RM^?v6=B%f<4PZjM?s^q19hz@ zHD<4wIuQ|9-7ah8>+_;tF?WQ|jukIH2?)Bsgypw|m3UB?7CUilO`>34# zHy?Mq$L)Xq!pvmJmywbdytT*?+{F`6S{|XNP{&Io3H*QrT)QQB;AtG^u|ByH6 ztwSGd&YK3!Nok}pSQ)(9ucjxfZ*=~BLdVz(Z!qhMxZvd5$Ho1}sE7nps8HQWemuF; z^^is+82A&Cv#%&LueTkRNYY4V4jF?2oqZLNFz#!%s{WeMA#2X)v<{mQVJK8Y=d?|t zs!DSLVyMy~i#|~!sPI;m+Ljo}Mvb`G9nzLHcUG_FtYfsLL>`w28VGBh-Yj+v8djTC zcauO`=(Z&zmJ&)ab!TZwhviVB>kpyk46UwB0+h~yTiGIsmZb%J2rf>B`{nw>EL)*# z!GTo-5rIxQ9f2Z@GER)`ZicJL)5zaK2+U(yh@SDqT&d`{b~3mGA0|n_b64x6ZHO@S zPXx-sPa6uYvzmLg;Ym6obXIY(HZ)0J0Zr*MsZfjw=8ChYk(ixj^p`t?Z`2u?t z>D3|ZFM73JKh{TTv#3!I(iyhof}s~=pYu6&W70pX${Sp@Hcb43Rke7M(2hVPM=hzM z^w5Z+ZyuusVUn8ZKD0m&B|i^6?iHy!-N>n9A{n4X^C4>Juer;$rTo*v*l5sz!3uxo)KDnaqu>6QsBzUZ}pL-|8A|Ng9SkO{(KmOS;fuQabOhwYiIV>!js5XI~w- zXgCZHCHq}%fND-3#)b-gF*G&jt~hixP8^pwY|ELiA0B3S5jrit9OPvlSM033%zq1B zRv|t};sjjSm6?-Ys0<0sxx)n3vrcN6`^f5pM-&-36#MIUDwD`IG-1*c#3{4&HY}kk zC@lIi@-`eHKk^)*=M}wvzueqiD?34efG&t;9+2gb5)K@`Nwz6>dw*cTJmC8sc(@gJgQAbVD*Y zU@F-T&sF0pKBY!;H_WhT4pM|e3@Q1_Lq1J8m7lElIJBY#JjhQ7PozWTDUpttO3~V} zrC!N*x#<^<%miq_bOBLhtFdW4wq#2+iI!Y17dWK2&?glRaT3N9@#=)S-!&yndmgtY zbIhiEJ|_DZc0SwgCJ(BYo3VeuRR~TLS@38lX~u)uhx9dS!1RZ+o9V^P+3W0WGV@9p zLomS=3HzC~s6P|)^~LYbGRJAcOt>O55+ki`()4vkYnFd4RXb4OOd}3o{LwDH<(Gfd z*t9(liElYu8gB5dd3<9`QD&X6U3@DD)A+_8Gk-ZGzA>Z-n8uw-7&s*E5L`cxc9Ld1 zDBVeqyI8$l&gQhIw32!r(%BWTh&Vv49i}}smbh}MaW=F=!aaAHR$AU^!0xd{@HDaq z)dY5JKEgAmD6>we1NI>!Zb6ui@cc3BbI0e?25icg#*@k^%R}OcI%%24{+m4(J~JgA z68jyVxCnOi!cfzb+uP!HaoTN zeC6=$EB4c5PcWKiPz#MXd8UI;96GPzTkj86g4T2)OHj0LS&ou5LG5eak7# zm*Pqx0-CU}o|q*+qTPVP^|ameyJbxGP`F$;|r-$h97F)`41w9`aDAMepeHTM3iuv1Tn^%QTO2-!WxbJ^@ z-R*vwed_j)=eLtPy%cQT@F8zyZzpkaqkt8WuuH~`=!m7i-*0zFdQqUnF*JP>q zXXg~Iwi!w3KQ*kd(!{L%T-gual9VPzRnkt!h8$JmKQO{j<|?tFCj_biAaDF80)K*jJL{Khnf%|n|7L2bJjFPkr?d>vd-QdKhxCV_*C$43VOGC#5+OW)m1dMXB{;i zc{mCD1x;a!CNxx-Qqttkd?c34EKOJ_f#2bl2AUkdUf=F93&$0t$~0zlfAD`7Q#lPN z=Am&}f13C|Jq{feh8!JU#p;vItTEJOi-@IgSKY(@|a2^?D6b8^a161@iFouk-HFJ)F38KTzf~7efab8Ch5pA;03L?GFE# zuW$9U@TL)mDU*A>DYx=6UTnQmD-xQ;wjsKJTagc6NWu!C=`;o*V1>tq68gu5jb0xc^(^pZ27+ZOJiP!pStJc(%;bk(1YxlIsrt2Cadr*;>=E^;^nZS*S zX)#d~U*HlQx}XiQeXAd1Jy6#SEJ6=(@92`cbRn}fH}f55 z^M2TxWD!k7!$H=9>fLHVDdS}C|E+jUD-QDpXrZTt3NPtzt76(ywu%7*l#o!hfk?g6jS3Ku4VA<!NdnboRJR`t+wZTvLFdX^yIft)TGdsU3tuV3pfZ$7^vn1yZp4l!f}7FF%Kqg zbDjjSkEex_ViiAjp(vLWj((SrQh4D#MrbL~I z6dqJ4aX)cNc}Dlz(6j4{)qRcF%;@_?O`(MzlZlib~nV zWdbW&#T+peH2IZD_K;Cy;!MNWUuKVuHB68qC#Ixc&grcSic{=>EA~&0>a7W&u!%jB zk5jirzu+9D)&f?TB`{6zv1JiL_Rx+Bh8nZNxjh1>!W2&N+o}3qIjcKPQiUq4(TjH5 z?R1Wz9m8wBmvWpJMZg|5@3#%vJfN_lun~F)HRW#8m6Dkg%UbN2GMq3W<4>62r-e{v zTG>kkG~tnK$TeZX1}pcbnn_#kK9?E82TIQr9p7IRPcs-^})Yp(* z|8BkNrstdW!<)N1qFcLvsnORAW|i!@L>3V#<0wC$tZpwU#Vg7YudF?&Pht=7(g@1D z`WsPE!f~2`P3Y8&`V7gmb6s)|CX$lp3Pp8xWUjaj@#wh`laWIaD+jdCV4j`ol- zqR2%(h2-K7lZVA>|J*6qXtFK66rwjWH$&i8dz_EXmfn-DnU8pGjpvKJEk2GJ0j>mEaw^rc@4(Yz$OD@#9oob$$l$K2Y1uoN>QLe8np^mT@xBKIa-57m?| zQHeat`E^flO6L;;S&y$2*Y?@VRUIZ!^xqcYv)M9c)ka6CE|nVB*j0@10<^AWJLMF; zqzL8F-6UULZJgwF;sq=ulPJ+`RRpS&osL`$pb&CDi2rd*TN6w{=5xe21G6o825Pe^qQsPGJbVFl`vE0_l6Vk32vt6CSnWH#K5eW3vU^%>`l?rhOb~Y%Ti+UT^4VOM4!!(RYCVQGq!Obk& z9jh2g3gbGga?i(xD1{sBQ(mj?o^&4o0MvU}SVOZ+jb{F%GD_^c`Xa005c?Fs#2GdKdlCnFi~SrN;vBP zXvnM-^(F;v=A-|xYTPnK0xU|>mDw1HRRV?ib_UCV9PkXCt7IGduR;Yv^N|SEBpcNv z4K?kHLHU#d1y&2X2uc0Rtk|Y8tRM{=a;tij@zHNbJQ!r{_4=Q0I}~jOSrW&jLQH&! z0=`%FR%fCtWCLcbHf^B6s$t$-L7)Q(Gae%^pf5+ zNcpNc%`F5C5pl1OSry}O~^H0i1Ri06x&gECXob22Ze|Q>aEe? z*W8UM33n~Dh_E}`Ty0VC#v1h+oIL5Owm2HXWt3jpa2YiW#u`5imJRb>7U*5NsxXGc zhzVC1dT+B81_VY&xWeGIz*(4GRTxkhB~@o9dpGSA%C=WIgkCGMPG=Y4Flwr*(0(rq2LoWY^b(48p36iUfOUOH4MfYRcGgzOe$avF{Hv`palX{{xit1jd7wWJa zD+XhkMkSl8QI3*m38wcpUxE#ZvCL0mWyZW38iaLNsSJ;i6s=VB>c%S-IEF-`Z)i{#{ls8Ie!pIEBLkmyqC}8l$1awOOGgTve1>(SE9t+exKPv-FVz3By zC*Z&TpYQzBcf|kx`hS1(o$oCF@pop4{lRiP`&CU{Xgu4rrZC#zCL<`2ugZvnC)>Rm z^2Y7dHRKhvq5hdoeKL5db?nlGO>;U=D%u|Wsmb51krAdbl4$9-vc|LR-mkN>)%kgT z&5gh{`~tI{&D|W*7~hx5Mo}kD+J?pasy|yzCak&bjF5sS9KzLRh^!8Js}vUAri5jj ztbGSvL7I$X-Pg0zr@#7bO>teP`?9d3*okqEWHtGH`v$*P_8(ZYV zHCkkyzcz;vLm_Kb_J1`V<-(ux^M0MW4OGL)iX5H>bG=hq)`l5czU8q~LRP>*sLPpG zyY|+|V2*9<%zRM(PSDyLkU*hoC|;pGT8)9LtJs*1@6@ugw%T9S+4!-7G^Vu)i|Kqo zk)D(MoCnJ`?(c~wPC*(r%V*lwYzx{IyeT@Xfzoth?}+QWvZ{IH~M3Zb*!X%fU<(-jPEi%ba*V59d zGU5lvGjEKaugPWwY*J`>%Z8Lr>YKVJf_F$sJDaKuoL`B)j&2an7iD%%+aOsXYCjAV zu5pEIl3OhbQ8~8Xklg*!3-;?=fi)s`6kHZB`%}8(b+Zp#+g%th%D|(nOsCD?eQkv6fJ#X?3>B6rBz z8JE>TDlX{_i974uiPXj&Me#Bs_b5oSN73)IU zFA6xgCbz9IvGa4W-jP(oO~l@mdM7;UYowJm|Zt&?F4gLYv`_XS3XBg3-q3i zC+Rlyo+@4LOtUrc3F&axgZ@WExLL6o5nj<3i-w^B*nT2ZSyCN%ej@_BI?n~TBZZAbef>kfG&w#g6A|5nt2Ua?zVZ#qEn@;ccqrRRTWN;jLkW%a6` zWJQA+$>VkVUB+SZx(c||-adOR+&gSWiRY7XC4thn86Dw@XEKME#?46Z8bodi&t2Gz zijW~b`!rHIJE$O^Rd;@eS|Fkhl!0z}LoE>T@;vXBGSmVI$_=zYmVrYpkO=tEPGPv0 z>7bZZ9JMV__1eZ-po+pM3AI4gYoXG&8H$)B;(i@Ji=qRCt3zY6t%% zln?8UmjtdU2Hv1hvU00;O6Uy=6`|V#bjs?!lhHBgI9FuoS7^-bV=$g1w&QNWm zz|Kuh!B7D*45pliYMXg0l+_&+G=pzcgle04%gOqU2nf|SOMqJxHlo3IHtc}gP+qLv z$JzuYGkj;me$B~^%}DT_4KBgWkBzHPn}W9KV7}wQMNTg0DDThdCpPEOJ{E|>hjN0y z5h@Iwvs-(S9Cp33vDw61RZ`JcE3YB`_Uo?>y0N~s2Bu!oD^Y9q#;)??cET+%xG26?T)y(nCwR{Ke9 zyrMU{&Sx-9Lam{_c^FD&mz>tR_0#cWlAY6k`a=pQWrl4ZFD5`u0^ny}5BC_03Nfc^)I-+7(MQ7rT#*2Ko96RTGu0uw#oY-n=1;0HV2M*xt zh=%18(R7{m_#sGHstrKwU0L!SuPMwaj@H9{VY=cIwWOv zO9}GgjXR`s>X)>rUmiOo45iO4mmSjCWwW4z43_?#9qq$RpGrhiUhKY8ahuHl+iz=k)N+Arxg`^5#H|LvC68hZ(2{E=E@iWC!f zLxj#CXg~IGz)iBP5s33j_MEh^eEwG1y;-^L+3j9}Y_A&`w`#3dx)rD~x7|+=WltY> z!OXlKp@KAoPWe(#5$x#Mc)ezXfg1(Z=vtI8_L6g2!zSpRdW|i|{;Y5N@wG@6a80tE z!iDD<-`m|Wsa3qhJ<9vLho7H*(b=Bk3eu#~vM!z8xS!81mY2cVi}nLugKJ2wE@E#+ zlNPh8TxBm*6KWzp5Nf&evS)>u`O{f(uq{fLXvSX=7;xOceY7_dEw z05fT^=70{i{@maGV(X;;<<|bQU5Bpyd@hGI#MbCQT<13(yz*v&8t)d0&UM)r`dPUp zh`jEk8y0I*=gIEYj=%e=eSQf%V>W97L-LUOlfUYy^f4kgL7t=4QG%?4E(HHyoO0KG zFRVl}cC%)Z#RFN;Gv9dadjNxKD6JB19y+P(lFn*(>F7{7of1f3`|&+MP5P{+1J8oJ z>ZT~?vPTmQhuq0+kM!H0AaasRSd&P*+^9!1Lq4BSKgudycZ7DS(S(~LV`WC!GcbeL zUE=H_Gag>zOcw7jkoLpZlM2@4p`FU=aaQn4+`Hwpd`?SJ<{w4UEv=Q*-h47%ihi{e zKd{o;zEPE+#;{h~t=RY^L{~IcSEOljo^@RjSw6cYn$RgOW%fMJ=kBo+?T5b=urZ@G zAgZ1^kqw;^TC=5eccdBCIXIi}*rhHhtr62#Cwr&6{?M#__aOm|H7(aoG5O<* zuBg03dBd}=n7l;27)(|?x4NRTTF|c+sY_C6URq$L%0>sNQOKaU%I4K_F^~a-%)E_GsR&NWtos5&uqL%~HZt@E zT^L97|0B$P)$BIS(v`H+EaskQna&@pHm*w7+1j4y3Q`X9$%K{%xntfLr5tX!sT6uy zo_0njyGWmIRxUS`KDos15}KQ={eG*nlm_$id`tmsgXxBhE0^-!w4RR_8B z$f@xZHYF>i3=g4dHl;~kbJtL=&pjVxQ)-g3EaahVN>EDCuJKUn zB`NIPY)Vl|`{;Gkn-Y^!sQun_Q)=V|S`Ae!gd?gXm49;f<~*(tw-5-0?)3$80wwyEOOQ zKgs{L%FE?8%`!=&?}-Q~x(Xua^CFEm@kN~UIEOKYJf%RlZM(0A{bPy4vIdA$mtxKMkqZ{W_BByJD%kjnROS%q;c1NEM zE__LiM}mk%1jZ`Hf2Egh96`lmRs! z$90r=#b+~0>@k_AmjYwRGJS7Mwizk3T=gaGm@gKh_vvrbe`G)8MLRS`Qj71a>~Jtm z9#9yW^N7NahCK4GBPt5WajBN8xf8_E5f`l}SX@t6GkFGq+b}i;8AojhL}N!WYq1VPuVAhV^6;(=bx#2xC0S&t1O8Y^&!ZM8ihq1Z-jt*wK?e>~5b@ur|-N_6e*& z4W(sL^6XR>wYq zB_^1@#&xHtQHjwmH56Oy@HsW2GbVEK#Qw^j+<~`0E|>kSxri&yDAI}FpxC&>bUYg` z`?S_^KDPYKAh@w>lzl=~eRQAo7-eITe z+us_Ej;W;4&d+V(Nl;(La=fvl7Uiw#UK}`MW%56qN7*^`)|;SuTTs!Q8_Du0e%&-G zDX%QwR>PP?P+(>M$!a_qsi9xsAc@~K;gfkSV^v^=gSJidpU^!Cs=jT$#3 z(kW%>uYM3EyZeL4h!=Gpc;241)T{ejcyD}&3}a6TV(B=JDT)jz8p{8qdPmNk0#wOTAg!~w-`3N8{ywMGtC8a z=9<#hIHlE8+9b9qYhI!?wO7)<9bP}1JLdITNtIqVi#uke2~(cIdhio$p&L(_Xv$#) zZnBts*)X}6$6YhWk{xVIx+ae$+b?2WGt)#?(BN(%>zels;@#QZKG}Wh_!o`dOW40q zSf(6F_GevVfHAnjs}XtyL1mfZycoYs#T#G5|L?7 zM|9Yb$T-@7M!6RDmKzI+L&Y%-pG*{gmYwr$?j13SCgbybmM_M`t;u*GSLb=rXdHNm z)vC+!Y-txm8`7jo45{n~nFvUrqm-_7SVuCOXmM%Mbc?oG(f_~jht`eLqT#}5VVaZ$ zxcCUWLoU%#?HzX44=OB^ls5%@uYdZNWB1gj#*UCYfYorhqO;MhVZ6pN`0rTwA}?9) zcS9j9H0!P_-;-D-1){syqe-ywU_v9t-B&bkIbPD5FRwO@vmW9r+fEjup%O!jtNf_Rd|L*jG3xG zix`jLj9acduD3K-Z|`f@A8#H3hWs!gT!5L>(8;ngHIl)L%j<{)$p{Q9+A|0+FBy`- z8(4Hi@;zZIKPUdRl}F5SL5z)Qy8}h>Tu?apAw`5!n3;3BLt`RD6KoABIG(YTm|PH# zu9la@?2Ce!F6lq4<~MrG0VV@yh$u8x5YfEQY&2Mmddo#VQ1@eqmEJsbHAZ7NwND&| zHzH_%Mx6*TX~YL^-AfRqCQ$I(l^Ry)MOHpL+}l3d*`-1I*8btMgZ1y>aS@FvUAE&d zwmN1bM8ih$be0mDt=~J?+IRUH{Zj8#Xdlxs^7QTOeZF_<@-@!m)ba^L!zQNDtGwIa zJKTLjCj2K~FpGZZu+qt?P#W^eEo&pB{DJ@EgoX`nqluPmkh_;^|S>jiN?0X%mr^ zU+(qD9pRw~jUHrR&z%A?&|=*2<)Dg74P9H-xROs(G}f@ghBG{(u-gv;*OYZZBPP24 z9E=ia96W`G{~FAsLlOj+-`Wxc*5Cddobhc-;7s|7c79rn`a>FxE$O~+`H%R^YLaIo zXNOEnU0Rf_;5d!j8`H;5f=R+i3rG@o#jecS<{VuXe z`BXx;c1;=$`W+o8>RPxt(sPeoj=@5{-xgQK!k$ z`3!QSyVz4lYoru8!PiQXCQhw{HjM%bm&8cAPnJ>vl_FMRhjxe_FI(I*uI6;Dyz(#&2if-(uvxh&BA zOjsL!_4ogG_Sb3%pXQLY(UV_V0)XcEC`gW=A_VfRyryaV2g4kPK|p(r@$~P zHHNM6v*IccAPd!m+)A}L56q0EEfipj44`-VUx^E)#Kr;du!qLbgQ3Uapn;2~hQyXs z3U_}t8;h?3DQX-ado6Ad5|k9cA)b>f7vO3PM{(RJ7Yih>i3cKzmSuZm#S6waX&^w0 zN?p)M*V&}f*rrp&o%o0juC!W1AOW2ECH<$<;(5-)<{Q_0>KGIpXk_t~a>Ve)ZgCrj zW_2X?SV>YWia;JW*Xv?Y*fqqUKt2^AI;Jc?9n%SW;)m;{U_@WgPGGANaxkz^>=b(- z=onLDJJ`S^0l`KgIu%*!} z1u3BRQT)|u(di>spP_W3otb1g*eZ{p6T(>z(ad7z~khWo%fBQJ#jt<6}+^p z!Fm01(AY&bk@E6DehclP3K;XZO+jcE`K-#U3Ij=zz)PAb+;P?b8VhpB`K8%J4F!B^ zGOZb0>dD+5xUqrZv0pwInCK8S>!F;GW^Hq$BM~K1Sm2?COdQ=5$cx5qOq}*pWrl@f zW7El@t+3gNqv8lrjRI_{lyolSoPzK|L)^w}@CKj`7-*<1KFFtAYPz;q>=aY6Z^W*T zjl_IuKrdyJ#RHD^Y(H$n?f;wal%S zyutu56(!MYIQ#9}jW#t9pvn2@$q;`eO3b0~<@3fCmMzYN@jypK*P(kl&L<;QbQ^~~ z^?V8tgyj03UQ&1hMUJ}zxyI&-ci}dSjV>0@0(st8(VbMBS~!5GT5(Eq!2$HfS|JK; zRVyqMU{hfgfAt&L#$GSv59$-jo%` z0tsaT&1nSkx0SzKK>?q-Q+`b5^(tDh@pb?~CAN7#+wT2}F*G)Oo}Cni1NvzPpr4vj zq?P`<1JGX^P!V3IBW@XPVff8_x!dD-XG`QaH#K44~f}k!Q8I z$d?{?qbKKpGawF6o@6)h00R8$L@FIcXR+?OhOuA({hGLI$y43fRyam6Ab@@MV)#Pb z8ASO_yOP~{-MHG}#XWm)AbNxHbg*15yd*UHfV?=`H~@cB|FQ7UuUl#u5a8dUzp9Rc zB35{d+PLE6WB^A3fiR93qIvRL7{}lM{I$zLdFdfvx8xWQ11s7g&mPx>H6Vcf?s)dM z)p)_rtZD4GymAN>z`iNWGNYwG&k)xwAq)uc-=!mxJ>*8m&M6zfFrXA_xHc#-0Qwfy zboxKqN#Nz(b;~kG0>SI*&mQ`9+dvBj&^H$OBp;M{q%Jo0oQ}PHG!VT;cgy*e@w#Q( zfB^OlI{fW&IGuZ$dfjSn;{g1%lIDgy?`nXQoZ5s#RZ|Xm;-)=LY3SPL^ zRMb7QT({Co7aKr;e@Ff`Qkfb@zfNIvu|V>MXtzSn)^*E_jRWvEX_!FgPL)*Joqnxx zZ0)tU3}{leVw!ckZb_`OMu9jpTi43iUY&aZxN&el=6v9+Ms z#3{LBLwU|Avr&yZJQ<%YsFr?W&~$u}3x@=~O}E$4RV;LTt4~wYk40%XTE#*h_xNnJ z%)4RXXkdBk3H8b5I9g`0n(`Y<3I_wnP4?%{7sZN4=hrOdBoQe@u)Xtyw!S>4b=$oo z-*7ETfeTmhEJTFa@pvA{pf)@X9C+S%BB#duwA3{7QL|Z4z<*N)6n`~X%*bY}0MvAY zQ34UG3@k9**uJFeVUDSrqH~A+bkr<|#Atj#aNVUfycu;bR5`cK=r-JZP?vPiL zs|{=@O?KDXqQwXxg6*~4qo;nFYTSibnhXw*-;w9CQ@si$qD8rI;lT6m?(D^QQOu?k zr|qYtW)?P@5*H6l-wXE@H9mQi0%xF`b%3`Gw%if;unv{!7Cr+9 zGaT{^^Z{K3E058)D}M_P4hD|zhCGCtsg77l1`KfD*pvRSpA9W~Y#R#rZ>c|aWPc6@ zj(7KFw26;q4}xB9ix$Ph1Jmo`$t&MjH8Wb#jHr-+PU)b*^I|m*dIGJ|;oyPk#$LI# zGp1gP%IuY&oEG)n2L#t^v;oVfXwhRC93bDIznm3x5TUUf>*!mg!UqJ`8~a7^d^PtI z(xRT&PzIku2ZMRh0^f!L{w)>B7jNThqMBnxI0Om4?}-yHeQUModn+Jd-=tL372g&; zNB|LRx9AzQJCj^EEFmYhh2=t!;QQ`T&$nBPmL4#`ed~zkaA*U;OCP;OFU7&Y@jzch z8gO9kUa{tww^&(=1B3gW<9sn4)AVL&s-uOk+w6T}c3pB9Y>@ADA+_}C-{kU{*SO?dlqy-Sc_Lg`SCTh_>a4>MZ(Yqo)E#N@4 z=;drE;J>B*2t(S{vP~MKSb%|p(ooXH(thD;m4*rm_^)exaU++VfEGTcg#`51P6ubc z^cLQj!2$A{VozYP3XJGl)H;R*hVPwHgoZD^g-=ld0sF?Y*_jyp$_w~>juyV84+yTC zI{sAM?B|oUsMi5Rmrc&c1kBf-%|-;oI$sn!bS6;PiEPmb_<-PgtG|?6A+p?? zp-yPf@Uh%n#ejf+S47^>@dJ6bwYXS?CtDMy!VQXKGQV+5a6a^&R}HOQ&T39sM*TEM zVcrV2;uc5zjEn4vT$_4Ahuw_xh2J*R1l$^Kh4f4Dk6MTx#IeDD7w>Ej$c>&%LL(eK&#*_V@6duC|lsZ7lN>+Gpb@|5nb7@x!h-AAAkTl~(|;=$I7!FVz_qXi4EMf*SN=Xab4nr=fA za~|z>=NffCR{t0_nBN+#M&qKG2io$4E)^fEEM`a`c;jqzmOUAr{b}V43Th%#P@To6 z657T9@Y^CZz8sFnnV)G1y{h?I5pXPU+%j)fEe9){3H_>p;6xT6*d9{Q6_rUk9dwTx z;fulKfR5t1^i!A62N@(uYJT%^!Trd6=c_z_J{kn3zxSIfgux23Gi308G%RLx2Q^LP zEVFaD?p5mUaFVz(Usk&s`$ zNn)n*xuEQWfHKzP*rNW@sVGJRJ--O(5y6TS9HUE?p1V9Q3f|+KcPcK<38g;^DAkU! z@(9(IVNd6%Q=KtJs1!Anj!BV@`6An)ZN_7Y9LbO51?zqzmEf&0KoqzJ3aI%$``D=I zshA{R&X-BHs>o~PFb?Rs$@KXA30@3C@c9)c_(VHUsa0XC1x+c?5(2GYgnErXuWf-C z3p9xqAfm}PNP-W`;CzEHIovv;?njgyh;SeLP2223IU*RiDwtHRRFkVe+^0)1Fld2E)6mZ%f7BbEEvGw9Th{0@?K^;#qgB= zeM(al6b{ISK?(62KvA|2LxS=>y!?!|fzp8~B4z}Wd5kw<1PUm|8^Q(o!<^1!o2Z;3 z4_&Ni(QXmHflFxN8Ilyh{=%`r|Cqg_`a01R2IhqR)LhLNm@mPDhl&U6!vh+u3@!o+ z5?Xl%HsenCT<$ym%P5|ui$Zht)EWC=5xHjw1B|G<$! z{>XlXX7gqRokBYssg|E5HetwMV|n}@I3zr_Kdat45vLeBM+haX@7Z8A8h{QFEEB#s zJv|P)6zgUJM+W)FwrC24T@=)8Q#YdbuK9=gCCn4qke(f491!%-{<>NN5G$UnOeA#h zHj=M{EvA~iKX>hq^jz+SF*9ILzi)qXLLu_Yd}mzJAYPO`M?iu@X`^`p0`QQ* znjs21oforG?3WTHj(7I!HbWjbBz$CRrvRcVB3-om6pGKA<5Tf^`TI{kp&>+>&9CU( z;8|8IE^V&g@~e7A8uGRJ-7O2omn#msT; z6Wm9j1QKT;k-nQEfT`w8fCQJ05EPS-1eSaB&a+v$nv0__^3f4>=YDi~LO{Mn6@&xd zdo=JIjTU0ja7+FBTlnBI>2Vgu%2Mm5=IOlY@&Q-_ejf7^Vc-tsd$p~)~9 zAzp>Ds8<18S}6+;I3&G~rvoILtt`H#<<(D-TuNfZ$6vJ zAIx*RCr&7m0X`QIj5p_nz49p6@NBjeODY6qNgoYN59aDJ2b!46%&D7x)+NlCT0n|4 z3JmTy)cy^B%Sl44hPCy>MgjEe>W|*$lA5!BG1urJv)v?g402!vFrmuQchW58dq{no zCL82Y0|DHGeGTSojn1&ZL5B)YXcjuakTBNP-%5OjQ=wn3mK4h27n>Ax^{qm;ae#ii zRDbQ!DJ^3D*k?(o>l(vm;do%XS&lDegGsixq%GosJ$VT=Pa`NU9}P?&lvCvz_YO{v zn+Af1&3yvk6mJ7IMBK+$LWEu{@eQ2dVgScuXP}_HgVzOZ>tO*vJkAO+NElv_OlZNQ zgcV|t@QZvB=!DlHtPnx?7~+IUY5JjuDN{c?6MBDud8YM|g97OAmhoIH!6BsCPyoHy1 zhJQsQYkTA0W6lOmM zGDx{Nr@P7g#H~YVL4wlco7_r6ZjR5`Hs3fR2p_;8ez#$l%#;=}l!rbli0^~gEEt9o zo8s4mcs)>$mgbcyG;TT#juqR|dZ3_v2dNE34JM2s@Hs2CzyitbvYcew;(-2hxe?GW zI|)IZ0zaO3$`!wg(3_tkffN>ri_Aunl3Pr)aJ}-yPT$UWe%Ic0l}Lf z@S4nou_-ejrG+ww@&&m_4SjClQ&be)K6* zyjAnLu3pveE;88PR2Qza^w{K;e&AZH%-jOdAD64Mx!!%fO@%R!UsR9~hh~AP)}t02 z8Xj7o^~@LT>}x*PX|8^Ek-`4JV#oU4t2v!yeC=373&>5q0}SprO1d6s6_}7om|0Vw zYN84S&^PGDnHfblUuB2lzlQ@J)R|B{41nY?zZp0%Jy;GF;=Gn@>#Qs$bYTkxd_MPc zFTr^LkS2_wMv0FHp$*pS5?81oz7L_|!Xgoa)V9w94ok2H3fkLvefJgJSQT36N!SSh z3`WTSL3azU(rg}uw)i=kFrNnq#%AMrWUO_|Go{#4u6WH8Wg2!M0B%k@sz=7$b)k3B&7h@}mEvLDh*%E0L3p$-OUj)z-8f@!(#o^+C>F%r1Lew@YiP3$` z2@`G_MRG+D!T6?r?q_+z+(m##;Q;;itLY>g71M0z=pekXlF(WKLnS8!2)g@tb*Grp zV3k_Z9yOFCiM1aIy%2CXr3(t$_wf1`wAe6M3@@+r7Dtykq4ENXF^6zLZcHq%?+K;1 zt%(^R=pI1e-i)rj+p;dRWHwG1>HvtP)JFxe$y>cCacih=F=V`L^VS0et;t*c#`fhv zjCkZIgfX|x+Ym0u--nI#OSBWtp4w#m3GN2a9E-mYhuON&kZ=zlX$fL-$g5Ea4gg?6 z+y)b*rc8_bamu+`>0qgCTc#Nx=uFW%EW|?C)`TvSkw+Xe%C<$z0|o7eu*qRzTR%dd zFzE$6X5%P0WZc4Mv^au0@>s$XIygW$%oQHUOmT8nVi;lD;^bn2^akXa^UN4s!k7{O zEPWLkh)hBHitd2C*eQlMo1F2rEl3_HXdelAGVpjo;hnGMgJrfW{_FSYNl|$U!6Y>b z40@TT{H@&cTNCnhepSn?FhMGth;r~M>uvpcEzd$=n6!F;p!-OeSU;s=MlmJDg&2fI zjz3B`ECGNncLW_mWTR0Dse*Qb$1o)}8X+67%4EPHL%IQ4#<4sD$-H8(e`w6vFKk1&IL&r90EaF9=}*{5h}sT>hXG15)M?iA!DEJ2FOF{O6c%_!P3P5 zL3f{CrA_vyx z>nSB7*d8-E^3r1J2ZwabEv<)e;)E8l`cica_2AI(Fz^~Vui|tzmhyzP*#rSV2K)D& zjrG|O z^p?JJQnX$(e%xBZM7oC6Dw>k< zoBkH10on~7Qe~K4(g{MI3%UlA!2{D>mr{cX#+x={z_KlRj{stjEnv|#*&J)WYb#miuXygYD5D-8 z()CVtMPfE|&rnKmUi~bS7dq12jS3DtxU_CpE~3yyt29gHoZOW#WBG(u0exk<~(j_)1Kz^;?7ww3HTQjf-<7y0`lHLiO zc9kz2+-vJKC_pB?qK9{IudP>O0QHT2pQcNnlhf${*PJ&UHbeyjY*H*dA_w@|iZzCX zT2chYx~LihsJH2gyulTXJH&q}2y|M~WDToE2@Rn7S{An;T#!s01mC8$jgT2Qki9dY zb@8pE5|zMyD{v*%AgnjLicB)gwu@nhn(zHRo~41aE><#y~-RN4);k zczGG;OjsmfoIV=Jq)BP|BF=SPlX_sFGWT}s8$&aSVxX8IR$3C)Epc08>E9Vjtro3$ z0~fsJrcCh8`Y#7#ifZJczX?-u&D0e%*r}4}+fubUTANsobKX)Wtb{ak0~pLd05dcbf%jehAfp_ZD)?kLT_6HzLX+gEn(hZ9rSOq)`iBcSyK@(qvn; zU8Tubnh2Uctg#opI_AC4*BddF;(?+DD;3Vx>Wx`R5JA%ed0{P8jpy@XOm`2Q&Cjl8 zbahhBb1Y%-&9A@>B7*deM>?S$WUOW4PM+R#sveRsn+Y-q|;wW>3EU zR0QU${a<1=qBv)a3By4FBb)gc9tb}Oy)eu3QQ05Q=1xPJ;3Cx$+qks?Rw5L2)E`mo z9!vSU0&H9e_<^~)`is+pecGr>lK^xi{;(|N6@2}vxRINwNN|=6rpyHMTO9-R{50k5 z{-t|+$X}ZKT?3pfO3^@Blci<_-5$PCODP8E`Pd{VY}c!Nz&qcBvw96=ij5=z)cnMJ z8du|ITY|f5a8o7mT>H>`AJpZHq7&lW3|@jBLWg~RX}*i-=)Y9=&-+G77`htpBvG6S z3M)(P(QfsN!Q?hLilIYCRnPRBUn#>VCE7|I)w4PV=y^vrgcNFYM(6yv zp+*T)Tjac}%T!g~h>J}vFtEG@mg%B!)(#S;a>E=73JmWKr=x6}{-6GpLwIJxgcF{` z_bLr85GZbff-bU=<=Aom6H?-lSWq4f?Jk}zMPv~7>)Oy*P@s7Wsi6VQf=9^IESF*G z+e?T-0r)!rr}D6*pIK%kEPHtHzyZN65KQR~rch=ic)uQrjRm5&K}4rrOy_*~m9RwM zacCI8n_O6|CQfl`lM4z3;J2Zj?p_TS*@O!2rGSC?RAt^@3@8G}^)Fjd*BqRfsAv?zzIGyS(j5og7af9o#WYXk&6YS!9*pQdq4@d zj@70)0H35q>E4(Yz(dO&&o16LJ7L&XYY7PmzQ-P)nkA*l8=A9YEnC7eMJ+D_ZsHe# zq8s7Yz~HBg>d9l0>wHw{E(hb;!C;=zO!zP0N6GhT4sbK%6*9=*vkfNn(PD!*@4!p@VZ!*- zDny>`U2F*Wu`OVfpAYEXn~}7>`ngZXDlUr!AD1RfQrobem^vN^yKf_m#Qm#OAzsn! z!u6Yjss;pDbAf=4zLx}?x zh#uKQB^_HdrZbGFpvuz=m^l-o*Md3dfr9!bqb7&S2~ba&-U%g<#ts4sG!GQbP#)k) zU7rj;6>T~1eiN3go#cfOK`ILiy|0Ew*+^A=X3y&u79R~{vi?<%MfvU1qC8`}Zv6|u zfevX?qoc0U=Acz%YEpGeMnw0?vAm#AZkDu^F|Iu`8w3R3ts#3Xe&K8>hK#Z)IB?z8 zT*p^C`}$}IGhwAuW2t^m@rQB2{=jEf5$Bvbr8)DHYf%Ffy!U)wu@`}}ru0d*tO^pGcQt2! zTO0tB_0Qzu1*c4D*nCPC5sdG7jB>gAe33i#Bw=&5hO)D^qP1Yb?WR`kK)QZ29#1V0 z!FV63eM&(r$IFG-5H7!F4N$^1!cbB@%qS}b#L?cP;qxw84JKGoe*4fx=kkiQGSYVC z*MkJ7$EiL)ld{^Y5LKmZMu(ESS_!R(jEa}E^_ZrA zU7t3krSjQbL@>TdlXJPagC=`+y3Go4!c8jXTbWMtn?M5o4f9v=15E|;$+rYQ!2oa) z0~cYU`8AfDHJJoljLC_5U6+aAz;w$bUMANMJV@~B3`D?w3J`4f&8w14TqQ{7tkWSI z%#aDw3I-=YX`zDmrg>lTdZ9WA{+&SxFtW&;JLXO62VN!v*1--eYuCfa#wO;6>3Fy(N?PA_!jTg; zBN>c{fo~csqo^Rh?-J*)24aSWPm3hj8aP2-0~)0jJLtR_`E_XxC}{6M<&HM<#iTgnNlj@J z>rAW=L3r0C6l+s6?(3yg)jCEE3Ci0prDxWJx(bY7Zc0GVy^mLSlu4fs#uKsPp|hMd zN-51@O-fy8NO%~La8d9e?G!I5fnLCZ`n?FXsLL$r35^DzLN-UzB`(PC;fq~WXT{N} z{b|Y1>PYGRLWy=UL261gUZD9*ioj%vZCj!p$S7rpl?aqhCGt#L1dgO#*R;Tlrn97p zogp9ouWMQj2};vgzz#3z_EnabZ5s;)2)d6^VxP_E$asncvd&=-wipT5<^hsbn>u`m z`2oHRzdWR!vFE&{PS{uo%mg)>0CGOWry)6Bdy)|247^4utWo(mpHd4h4+*9dN=1}6 zEuhdj2gT^BA6&FZ*xJY;r5^sLFbgd6!|=;uZ!Def7ZjBc`O86TM7cbW6|t1u@6s2c zQSJ$^U0RB>K+;D%Q8251S?p|Kb^FWaU~LXqV`nPb){ za%dpx`y9X(Fp z$SI-n$3csVTL$#|G|xb;4Vsdk>=zkUmX!3(`V3F_UUXeG47Izoz-<5A~ILyXWEZspWfIKuby``zwa zIhPIE!abRKn>k_j!ddq{S%44L6oC#X_W}*%P#*4c zd$jU1$%9@vlihuvTgME|dI+uWvdVVFjL`u#RCId*ZSM1(+vFiM5Unv5{uCsEAU*gC zzMId-lj6eJyO}%{1IQ*th9yPPoOVS`X;&i4%FZPj7D#%mx&Qeui;{3wF z^0QBW3Dkh0Tq5XsKdi@?((Y9f_F-RNkYQ?2WGuOHMTQBAbXA)dlkxD1He)MmQ(T2; zANuEX5)t1lkUXWQ5v}a1<$xaTQt5YhMa@4}+Azi;Y19tz4lFtMqN?hcpiR3g0d1FR zsyK8;L~=<_lI9RWnV#YcD5E=E#P0IIN>B0>c9Jm816{gB2Gi*L-v_g z5UuA4hm$hAs0_vcExJFQtE@0uUdh|?^d3}ZmE;~?L)OUQB=w3^4;DQ8r8`9qNv)#A zU`z*<6*F=03eE9t#zrm)6y3~e({r{f{?k{7Df7M|VavQkP?_Unf#>at$D4vnIMFY} z!6w(RD$+4j-l>E7Y9qh~#qV+o7x0WJ>`tPdU5!>xne zo&MAPt+V*2V;Y z>CwpnW4yj?gOFgoC*`qMcK<*}=P=HMSOzDR0YEU`^%?)TyL-$C6N1j`2qhl)?)!Yb z(~~_Xi3#Crb&MJjocBZo-Ecb3c6Og`J=;I+?|puFbmAP5lu%p&BU={y;$njI4qh0I z7lK<{mE~+yOGqU^7$rvp;X}O39@AvKbKGh|{1}kptO^#?@8JVZE&j^ahZ5q)09C`S zaGS_ivl-tu*AcnI1^ENW)hQp1&(GyWkUZT95w8FWrQ1RUv76g;ox4AVR5?cp$rvH!U*q-<-I_gb-Wc#26K5Ep0KI@DkMptpo+_ZK%|# zU5qa-xor~~e_(`CssKUfmR|YPx9*yy*Fvo)_UzjUF*C56;!^AZ5C-eCzFMeA@m=JK z&RJUIp`SQwf-?b>P~HL(l<%J}=rl=MJt(uM`X`##oE4!%wi3pJ6`CTi2ZxA9)n`To z`Q-V+JLfAQth&OANvNP9;NkglPKSJFPfw5gr~AFEEGPZYe1A$=Q%H(Cjtb_x)OgZq zp2eihXsTYE#wE@j;aQ&2f*2Gk@_p<2~nbK`q>P=5Qt$xt7y_g7rOz zRWARCWg$1U30AIUX24*7;IOY|;s_(}BJBisqn6u(1@o{*v zYgXnYlTMW2=XE6PII!V@YFvB>`PlxF2^r;QD_YQbk@L%36IOF<$a*mr2Lyd+f6WA` zg$&;1CTxGO@#@up08$>=pE4=#j-~{U%f_mgA;2LaUQTGewsfW-IxQy}zgbAR94uEn zS2`7<@gXFhDXRr9shwtu0EdKl5e@mGofc6LK+0oPtcv3KIR7i1hrKO-lJisU4!C3; z2Fxm^=5G!GbbM5+qwi)-a{Fp{o3%(1=!w{cBE*J+1#ewDwF?NK<0oOesBnDR%_YzE z?T?&Yq5mPiDu4gUC$wLR#v5030QM{^78jp<_6e>ya&T+R6X1fnA2}#GbM+TuhsT&s z)a2$$ST}c2o3&L;P!`EQ+Mze5@I&S?cA9@6fR2YwTC{~cHzi>e*g>kX3Ugi}3Mj&b zUk%x*0*T&W1Mep9ZWV}o!l6JraHcWPxgZqCeMo*O{aRSNs~Y6+KvkrSF3yLa{_3Cq zb#rAD1kj;-MAtfW^a^cyXEKueWrI~yN;N)Iyyui}ok#v^X+qS7163n}uc1bA1f8ZG zD%EML0Rq?}-0JI?g-g2bj&`z$9{W?4J6*Q=Augy3*Czc1o!l=k3t-B+tW7QtROx|; zDS4{==(k0Y|JUFChKWkpmzi9S92#i)X9r+MUF^f8?Z|C>`(wIpeZc+CbMf`sZBR2O z)cz(}?a9+^Va|gAUEs)Uny`h#AqmyZxMW5Q-Jdv+@z3d`Z}&oie8Wc8l+c=PWA))- zu~RtP>Nag-MhxA*yQYl~iGrh^cy;n!s1T#d8(7W4-sAT24)Ol1fGCKg#T&ptDlw%o#csBXrT)^@b0nUUI1t z9wdO0dsbr1i?meAx`c#Vw-T;MTDy5roP@U%cPFP=LrLY zYf5z(Ay)O}^{JGLPBbXRvKW(_>U>;VE-iG~oDlr86zfs|CY1=L^WQgQR!s$Ys&B5h zCtc)HEJWJG*$e)jk;}~}4X{G=za-dHeXcjn_0NmNbil*a5_ZwrG^tfA$P3{qg#qh! zcJI5P!T>7B`>~ziNK4?kW~tLD*Q`)%(l({m&lknAp!;isAygZx^&TfI`DubB7ve5s z3P!+uo1NjQ69LyWs!IvE)T5IZQ{M{cZ^f=E)=(uJrDUV0)+3t^GJjzMMam~FsL0R* z-kLS9;!>Ot^+~Y4 zY{&_57$G*Lx|COCQ0a!Mi%kcaDP{5Hw^bGu5u~x~-u`?~#iKCacz7`uTRAAQiQ)~N zRnm2{JB<-yS?{CnR}1K+i_h|zI1#1nPX~NU>$<&9D(CeCJB8csel{l9;e_D#$7C`Q zcDQ%2b^Pn>_~hvHX!~ft|K;vUZ|~@kwMPlVHK5792ERn0A>kH(PsVaF-h{0qfC%s^ zJdi!an@W_}tWC$PikTxm2uO%o1yX>M!GiiR-494B&BEA&vtcHt5%y{7gvO}eM8#oq zr&)n%{yOYt37&J=p#9>;c$iuGHN)N0rm>k%Y$OHn&dr-BFlzUS)GQun|kSU zKvJ+?TCY=}eV@YU2i}d7-PFq%6XZ2nOia!@C)RXsG0g!eMlx0%d<~Wtj zM8C`jbfLDXl6*2EVdk+Sind;9ypaA$g;+^HIzHVy*!!B!$f)n!|8osTFpUi|gVmyU z^z39i;t+LHEnEi3`Dw^%J$Y$JUB8|%C0YSTGdRq1J!xLgxglw+JO5>sxGMKmYG^le zS!cO~sKE-n!EzxkST9|oXTc3hWLEr1l~9^ylx2=CE1)5pH=eLZ?ibgosvOrbCx7UX z!jkV*GU>kSNp`UH`QCQ_@Y%tW-4oVd>|aNjqs2$A=w~9{ewoR$aJCi~w1IoJBtyB| zng5VLub~uq4KBz(97kVLGME8U#*t|XG&p2Dj>vfa(z8NJCM0Ok$Pf^-LrI5Z(RL~) zZo4BpRN#>DePf5!Ih~^}jutAjt;4_c<>^zOd#6t&#BKwT7l}ALq&&ojPpo&93|1ym zCU}DR;lqNuDh=K{{gWfc-nujdks+We4fboXOlVyiV&ISw%mQ&r))qgrs*5bpu%Nyl z%KfL$_V=0f6Sm<4CtCa@C}`iq>vo|NZ@Bs1x-GP94qT82bN%TibDe=h#-or8_6~RU zPTaG~5<-rE6*a#B2K`-pVrRkO4$Jq1BOibgB_>Ev1`FHC?iMHQqOeI&&;|<|8TsgB zr^k}pMPUOj$lr&7Y%}YZ+`^u+UeMIUTF{UXY+ibM2gm!nEcsnDFB%rqLDP$a<#u*? zrgvd_;DS78di~NSOm9I$LQVR+FM5illk;6PFa{WDe-JA9;w@h4 zzG&<1S}nXn1+mF@IxA_K@6pYTGMrR}g}vgTRc)(W1R4@dm8;%64+Yq^t#ScaP~U^u zt#^bSSXF=8(&#QGNJHrrM=a4AGvnb+Hl^;0h)L1}WihnWDn_ok~{b}>O}s#NvD9F>b#=(bfV2n_m<(N$D$ zEpnO!ne`(TJ7FI?AlZ1J4j*DnuTArJ!~BfSMeDxTjzB|#>BXw|I_Fh40 zZ3k*m0~XY#*MYj2AT=Fm^+Jaos0RvK(}7lRblZW3a6x{P>c(;~8|HMr;!y0P zaSl672;1Vv{sr*Bb!S{;YQ&k3_KrjVa<&+}WbL=yw^<)(OdzTr2f@JgHoYcRO7@O2 zT2thXrriIWOk$%1(7isO6*_D7-zDwZK7j+^exKkbS0>^((0`j4PATG2KRuJf7M2lm z^JB7&d@L~CvU->FgfX(>loJ+dR_<|oBk>c#e=s7Cb zKOE2X&be&w_{FdFt#i~9Pw6@;y7rlSpeZh(!Bd6G{2GCWkoUtv=$xpD*c!@mA!TCT z@YcvM;1KaaSj4#OUrdTK=h%^iW0)$q8Wj~fWPDtGXIqV4q@wv;hHmf^P*Oq-QVhZw zAm^jFoT8Wu&yD3yiqn`X2KbQj{iu}bYOA9GQMs?=m>3kq!(J!0@|goG<+E7*Yd5@&%dr+dT)8*(iJ@DSp-mUz>6fA)OK zx~`=M-XJ1at-2Cnz#+ov3?Y`geYQE)?F_>VkmL9*_RDbmY%%NlEg^hJaU4tQ)ynU) zwXEw{1_>Z0QgbZN&z7>TV`)i&-wGk|3^I*=a4aR$h7oG6H&1^UQ!ohTO@5*!D@dQEsS!Cq)x2O`D+Ns&yV3y&bj*}mOX zCUFMHaXdY!uex-*ysYc#`RI@lDJyV_Z4q6S6<|X`BxAT6Xbb5oV>kokM4Es3@+?q= zx@!Iz0mMX_I{9w6sC3oTITR4Y`=j4(c9Jjz4GjDFflk>qLf_IAMz483Tuf_2S z^KNHbg7}ca+mq_mP0UvY&>@3YX8Xm>%vVMjASaeVVjpVv^OZ~t@F9h_EB31!aVx_F z5EH4!n{g{`DfMop{ibpI?52NBw=#$io5YK5DHdVG#^p|@+HElw1LW|g-+p;RUT%y6 zf+F_eKB%2pYxdJd4`+ZJK7DFl?tc2zg@yp`U28~SmzH&%YDEHE#)u21J;LxSVaSg&nrYTYz!#c?0*Hw;b@JVCQCZgsM=m)O5cKe`bh&i)hu+cQPA=|1*%cQWQ26a+#)qp3`^_Yh zjMS*X1n>ReJ9G^$8zk>E$L2M#3Pfc!N(_7L_?o(W!L+PK6>4c$z zYe@`O%d zqidY)Zgi`;=>`I$x8Oka-sGF!pwPb z&eEE&HCO`G@CrzmLqjQKlExzn~%q@yh~pa=Hx51s16Gp zA|6+tReGg;JPipmWffRdLxl|q!7MSaQTP3VmA`JXgyTcXyL5HpJd^(k>^1*i%?+;n zRHfZT0>?+{RPS?ff&*RJDUbNpR}-iwy!Y_!pymU)z(AwUA?+O&VbVFWrk(6Bb-uI3-8y^sM24nD^bUA!alnpN4PxOR zGMTW*>f+UkF(i=l$o(9a@eW)_n2d9=YNfEV7~XR~g^alqwUSavuai3hAGU~QO-Y9} z)6^7?{^~kw3<>1?+_gz{S8TSg$D3K`uG@t1y9*u6sX9K0{FRFo`bZ2U`-9;yr@0^= zgmjtE@}*>FGb;rD!WFD%aY}jn@qwBw3YvA;k=9y5$o$lmNxl>XF7=hqll8=J;vy(f z5VF8{;pO$ka)w}u;I9NlAOW9TCjsRp_tux+x_Y4i(z68VqXRh@&gg6q)?k<4mU3GF zgs0dX-+Ar(w`OyuppA5I!1}FAmkJ>L{aLD;+Z7>RpyHWo~K)25+o zLKe=NO~SN7ghzvc=)>7;Desm%JUl(l#4mlivSN~pdm{W(HWNl|z*7aO2^=yW;Im2w z)|BlT<%GkB02JW|Du^HAeL<{NJ}DMQ-jU4O*OU^h6YDWMu%Nz8Q3Pjn;zhPi6WWvf zRYsRp^2Mrz=@wup(hy*jjyiJgS*}Yb0YUc&%1&f48cgU=&sh;#kV>bH- zQnRh?Q@Z7`$4YI&thj-Zwl%*wpkV!h_rm^HTYu^GPycdE_hf}6Bt&)?%&>$I1N1yL z-)h0V)1#B!ppb;s2?G`s!l9!I;-*+z0f&ZyJ4Uv)fq0FVgM>Lp0}@QTf&}9u^RmU* z-~M8E`;XVZ*2rK*i48LN@0xEk|G+=?JE7w@C_!e83C{cGZOuu$vL@caV+kFU!3nY& zRPcHw9B=f!>x`ZL0zltX}Dvd3AQ}(xV{3=;fnW7GPCmZM#ZD@V#4<+0J;eJ6qD_ z+}_YW;VfJFUX>OXC&=JkH`tPaT_yOKG?e1b;=Vix9X~I|bmgjZ(6*Yno>%vga%R|5W)JM&w4gq(Cmqu z(v;c|rL7>r`+g0to8pw7yP4Wf^@9NWTs=80uY>mT0;(Cm$gR0fiF;NECe= zWs%FNv;NYVaJ{B~7Y7A*z_JU^16a$l3J!b$%X)NcS(dFp1=zgyb1gPD)(EsRt1eqK z0R}sYzCrJwnDj-O#eS&O)bWz9*EfXmz$k3V-w+F4yz{%BEkkHv`?x5}!D=+7mh(kM zKlkM?efo{&RI)&*SVE+f4XNGLW)27<2c+g@uZ2&URki?|<*-)2UW_-)?OY5CQMxAv ztCR6rc1%}=AJflt1s+XP@u`c1*-pSnTi_QL6WMXsdtpTP3GiMvVXy|2FsFh9acD;6f zDo9ZJ`MD?xZrru=QzFI*X>Syd?^&BrB7)GbnJON++XAF9LHYn0Zwiol!RaazrZWH( zEY$o&S?mo9bXOiW-kVlG3|GvTSpJ5%goeL*G~V7t=<xpuuZEMeMYb(2#G^fg z+pQXMuc7we=+!y!#KS#Fgp zx?+w|B@8U0d8N?6bYH*sRA2cSu3jl#m0u8jOt7Lfnm4>k)~+;iJg|9bq?4ou<<*QI zT(M>v4JKIcx|R)8@D%^1#;#5s_ZR~eZ%sz0?s@s>Rlha!k<~yieSu22X8N3Z_{L%| zyU4|gpR-l|-%I^*ai=Pworv*N%kiQ&3705a z$*@s?E=ra9d!QS->k=wN5Z;Ek6On_YN5rVJ+Mh7=1x7G|5)gC` z@G9ue7sWUEj1EO$oC&j4019$es37)oazeL@^6d`m8df2K&@-$!nu#THUBgPiI9=g% zt!vW>K+t*SES8tf7;;^6Dnt3egbCXhapJf`_)IbfOCF$MZ%uN3a5sgU_t!2`hXGB zT7`Sq*kNkpElgd^n{bq$t@!5K zgst2Pz~fR_pn1opagU8m7-~mI?9(D|GKzBOo~4#BI}u}1U`WdYpJ?>ARpEvQCro|U z@&OaHEPdmdH@V+FeHsizx9#+eXXFObdAh6wrZlYK5@_H+#!?lS#b}=@XCD8tovOK5 zm|4lC?Ea8WbKw>24+)h!oID>ln9e|HX`fCF79=X^#;+lFsM`~1Fc7hpV_7_R7LVJv z9106GtVMizNk?2##D$Zl_AR0X2*O8pL8+eiOFAKfk7ZN3pl~_yU_pL|kr#`RUpiA9 zjR>p31KkhG%hhr`$re+pgju9<`*z%-`r5fbpB=5|S& zYI55DrT#e|OvldAn<;5mA1n3{9@uViHaf^|$)ojCTDd5hf&VQD#PvI|S`8T#`j*ol>2vb> zfg0V7<-$DB6}224UQoQGU8i)Ccd$ZqYPk>@6#guhx4LllvS~oOO7h>;0JB)Zdw{QhKiD)=if*jSn3k*X!te4SvG;l?*c6U@$R?1d2Xj zpIfbk*tk_VC+8=eF3R9))qns>e#$=Gq4V-D7K15ow6cXaoJj~GWx&3sTB>WQd-?6D zQ&dpL+lA9h8i|c4df;IEYHyaE(WThW`^Bs;cdD?mzJ9w<&y}Q4oxR&%O4WRX)ww>0 z3;G_He4T#V)M zaf~@-bRW!im0}wf)UK&T{2UceXaDA!rmjFi>!#SQ5%$57Yo^$S1@%40*!0e@SUGD# zDKn)tmNu9mH4V(Jyu?pQ=*vJJ?~M1h4NL?&L4p^}+nod!*n6WaCz(1Z`N`f<)@IV3 z092*&kdV$hoMcY1t8R2-$|7x;2xuVti6HCs_P6uJ^2>ZNJ|7Qd_oecJ<~zpcVjGcj z4nm4^Yx5@&K+?}sBu(iO2D$~0wJr%;i3PMVf0HV3K-gmlqbruEV^f!e^~L4gUinLD zVqGa=RFMD7AqOpWY;;vwDR!07#SeW?Ny6<9o>8=tIts{o-;qTZVbIlUec{}DQc~K& zh*4bF7(Kx6XWBW_m^VsHQph(JXNYLJO zXz6%98U%3HDrKTKLJ2s~ecz#@*wbZS+{j3W_dlmeCc1uwH3KPae}p;&4H@@b8Desq z4sT%GDU<0jZs38?ZEnhZxDp4)_5G2>8qJM^3i2O0sii2nzM3!+)w+)ZJz3&Y#y63~ z$KWC7Jy*_b9M+KH_rx^Vm>_oBH`1XFPNo?G+T_X7zefA!!q(8M8Jf=N87$~svul6A zkK|gz>I<=7b%rOY}+XoJ`gg1m%A?;x)hdC9Oqgr3)a=uSMh z=y_c@(8-aA$VIgzO9Ox5_p)Mh-I0io1~PPanoO@wzz1cdExNl1D#%SGQ7P5rB?U(^ z;x?7UM+B*3-cnUiM%doGKm*w$R2Jxwt$|vo<57Sqb0uyq34((9LqUDI-}{oH?nDc8 zu=VG?gJ%c*-m~N5qm$F!9hT&j08E>{7C0(l?{GsBJYYzWeTyZQYQl@pSjw;4w|HPN zDtht7uezdAV4#vMk|jhw?Q^p0wnzcEdb&?p+SaD~)I_g_Q^#{{ZMx44-9vE*FYWFb z56kSZSWE|#9r`Vs<^%2;q^zq{NXq%Ces_^!+eb0>(b(Zn=|?NRT7HQQ1+nzIUSD_V z7sz0LFPwhb!R{Q6n=-&mO1^>y|NCKnI!vDI??mUNENUf5Fz8TmUu{v!PIJ0DXt2!b z>_GJct79qtzTE1hU2pZXj|tY>#JZwgJw5eL;Qqgqk+u3*m$v{O*luz*Z($~-*Nt+q zgDgLyicIiTn#^@;V_x^SuASA7B69ch|70 zYVWE#z5ATgh@ZzIfUdLFs$ILLU6WpsoCuslk>P-%chb_cFOAV-sNTJ4#Z%m`t=THn zQfftfDEU#FlB9IgXz>3~EXJRpCt-oA_u5nyJVN_td zIk~^4MXB6jG}DlJ0VSX)kJ}lie2ZDrs~w|E-(P+`V@%v6bwSj`+>K})Euxs`4`P;OISek;i>-HrI|!$02t@|!RIFq++bksS-w zjN9tDE}=8dC(0Ua`KKi>Cs*nYI85>X*~}(X|iefPi>zLKE#P zSRhKgjRrIq>m4tcZr%nYkh~quW;#oHFX(bY&z4d zhjG+4v4-$;|6@>~@wF=a)@*k3g%~29UaK-V(D{)__9E_tri_TlTV_g1GNdUz9O!NfciGa3PwtnRtrrzfabTeG?DbAVHOjts0ym7SmJLuJ80W$SG!q!g(()mmB^FuU>r9mJu?gA{R-^B+Z%@ew&z}}f)j>yRy zY89)404yuW&>ys}M+8C`ajQeQfDeO^}m<>T6Y ztAF~wcIKyt%y0VosY68BeQ1uv+-xTs+A;fN|0ntb4HQQgbO`Iwm?Aq@;~Tmml8^Eg zN3sK`tC=bajUqZBe*JWFO%G+TZg)sU2?Z2=5VDinXtrH%#_`rpCP=Z*AYj%_BpIOR zo$zg{hXN3^oG}=X94&;jtXW-kAVd*CYs_=B@B)s>V!;%!S0fTlOX*Qq8`z2)MP;yg*fsw)99_+Ja(r2KizLNnw(-o7|oaKGYa zW7KreeYM-|+;&OXebSm45AMfvTT-g9Abvehv7-GC)NY7Zgfuok#vPGC|7uQ8FJ*Y+Hyh&eehrjtbg4F}+WaKM@D}N^B z<%~2NWhnw<5v0t?2I#NF)IOgp+L`gV8H>53;`nGps__CCM!swIE{)u&Av!!yf8H<0 zGx30%X3%Utb)*$QFuqn|yjt$pmpnABF>@=a#{};yCEjbg@}3RPG(+fCR*MMES4*7p z-AwF;RowMpfvWa(kYFvAsaY9IH|F;)({!n=%qUuj{)`0Jnn$|vW!O9#Krj~l=SEhQ z-u`0|TREQ&&S??bIh)DA_2j8RY~}oZz2X}(dfV0_g7en?5yi`C`0(&i`Neh34ammg!)>6bPa4N5>UDz7XzwabAIzFY2Q}d2>OJWsDx; zPoF=THukQu(U@+3GB?bRSxcsw<^aog!{M*3BoOsu6TNQ}Kba$b>SVrj6cw4ZO#%u*XNd2f)Dg|L| zq+!Jus}#p`BJ6R235#A9jR)lere~1lSs?4fn5~B>fmk=2C)50Le$8YbP>QM`1KUN^vG-y=9>Th@j?q;iVjqGg01F&N1#<+j&AY8)%-DwY!-^dl z5%72^S$s%&+kQz`TYb}(M^#VQG`@p@enZyml-O!C?c!jcrAhAn2@%cifDK5T2do{ zq_o)c447rAvVu$Jbun`TOWTnCV$z;v3XzCEP;|HEWU-f&?KsEV4d zYfohplVgH4&9`Hv6(8D7L*Y6)SjX4!y63xu3tv_9t6?AKBV+o|VV1GAbpRX=y;Nld}=22b{nwV6Z5i)S-KwB8q7FvUDZD9rp zPGR|nhYg(rD|R)#EH7}u{$67F*=KXQ=XyMLuUye)YI@pC)&Wg`wru(udYcmSM!C6T z?>tH*I+VOtu!);Wa5vNqq)TlPYyng-zjvT*?6e%drxP2y{k_SK!jhBu;;?PP`U;y* zDSCu}Xa{=XZ*_cVc{5LI4vl1!MA*&HyAz^@tU_Vud{5R+SW4pzE#heX8p~ms;J+ z9#~WK%K@#fCSpUw2jQzk!#>#M{0u1e z!~OQ#W=B^ujV=zCGF2i`7u-Jzb~I(<)6lbv3%aVVnSFNH+WYyqH59?efSQ+1 zodcSR_87b#dmSDZ+}u}@=83tvubF+}`Y~>ee!fv-fSxykC6n?o{plrb;AGyR7}*D` zYN-U|qx{sLb2|*iZ;`>z+b?e|TJAe6W)Jpjejio8_AAGRhS!7Lk}}vmn$uBKepQBI zjvb(?MF3#1^D&H9xxb*(uk=bNFM@t!m<-x0IQ;luie6~i*WI@VzUV)Q7X)P3;G5nzm*R!2vn3#j{^W zIk}gdGI=~Mh5JXG$Z#2=(LbfvIVyp$VTHE~g|f603HvlNZ~0FdgtUra43JVP5Q9<> zGFX8m_>fVuhR$Wp8 z2>HojyP$`Z-86S}&+PPH?H{h!^uWY+?=FI}+yBKy*Z*75=%>I=Qu;5gR8aRiQ}_Fa z5AQ>gc==Tk4P{Wd9sv#oud>f#qDww>)Qp_c+_&))G}zy&u$Qie($pNS1mHu*n-v{} zcd<3yj8=wtD*LsH3i@YObu}%jR)WEX72aU{fBg0<=Zpm-C?doRD|ZKp4h`@6?@Zj5 z#?N$pz^?f{-HWoI9oDp9CNHGd3>lp%0GLX_zZFQJ=VwBXsUi2)>qqm(KQ*`B(zZ48 z_dlP0T1{Y=q_y)wCE5{W=v!~S*cxZTAVe%-XT!E=Vi`wpqn_?H#`8S zxT3#C1vs$XmTXzR6jv71$t)VUp10|&_3Wck%zS^Rm@OHjMe`*07yNfi{0s4< zqGF$6Yi=pdeiQ213z6}1-Ymq$lZv}7N>m;Rx%y$`xNi8e=-+npLjzMlr`=)9FFK+d z7@)rxwa<6sthy?m6DS!7P+)m3vaDpMsCZY!X>fI<`LntH!ewH;DD&F<9V9>Ipq#&kCudCmR@`C!XxL5Hg02 zo(!lGOTh!WvUn)4+_|CKa%qzV9S>bi7IZt~i2hf+(xz}Wpx9mxe-V(Nyqo_{$IR!v z!BOmk1x$t0VS@A(q&9gqSJ*5T_Bbft@ut}94jjgsfr9q=o95zTyS||}+(u@rC36(T za47lQ6LL84d~~zBqK$-?qiYv0+Ogn~-N!)Njb~38zhcG`VE4<#`{6G~I3Vh$iVsS& z1;x}ZAS-o&2GV{K0P1-uOdAyQm;kI)=2>*YOdmfkO+E(|##kV%y)b>4gWR0dF((_e zFgXpRwLAZMhbKLmu0fqY;ee>01xF}(m^0LPx4zudVHDmh{IBC9xqyAt$t00Z9&Mp_ zcWo7p%MU6~5<%W5V(V0)utZBGwPkJoe^J5x7kqrzz*?aq_s!klX! zeY)RoM|MM%*`Uc}C83P2}J4pK3dU|kt z{turon(X~(#WFVV7qZz=|3;G6cMjZc9Yd92J3V_za z9-xu;vL|c~7mNAyOTHa-5Kjom?E>gsy?wJhhk$?#0e4|GUjs+`$<;Tq*;dRg0mG~> zF+ut|QX8h(HxzdIn%<5|p9Q zw31fj#yh$ZqWR;uUozu%Z8URK5WfO{cS-0r!v}L}t;A6%MOX$nyxy29K|8?%C}>|s zaz{(aG7Bs2@&-tO6Nq&})0Hyg_9nE5Amo0#B0c|*ZG-IPL=h5{yd`oQmW+K_E_<~^ z2_{IxP}Y{@fJ5074`gqk#PQ?f`TDRcd932J2e5MQpk0z{Vc7I;Yc03Vjq(u;~$VxXzmTm(#o7*7B>VY>Fv z+$o<;HM&mMA{vNnzMK8FX-0ks@-X?c@AFwLn;Z`znS49U#!Xf%ez3w(I*5BW0+qzk z_=_p~=QAoZT##kmww{SSoswg^#%I+b{;5!ZYF%y<&F4E>Ayhta*m)@-!??bChp z;4YKx+IJyjv&g2;~*BEO>h>yh* zCQK0c(>8&&GM0;25m{EN6Eu)!8`_%x*>CR2QL|!);AyHX0|d1erWaK4w;>BNXM(`L zK3bTG2c-K>|M7V1f12GA9*Fy>O`N-_VVqr3s#twg3rjgp5k(s$cv$ufqAbTLqUdEI z9?&_1D9Zs+qqgFsn`s(zJyRvDrdVlImtuhm5`W$%(cGU&`{U~(6$41M$RZhJnjq44 zGaXGAbF=pHTiQ^xeVWgU6eqYi5C%RKY|xwFcar3biMc7|()@4MoGL~a9IPNg;zP#U z{L3WS0}9QGz?Pz2=Wy*pJOiYdQCDISnlg+9nKE$93C}LdUoKK{#&<;Wb|OZ zq|5vM$Jbwdd;gw4N`>=@RH){mk88dJaCN-@RM zWB_25;4cvkM0fGiKh8Jw1V}?iaO{#Z3o0mLae!fT5)-5^BQ+Atnu`OEuPCC(04Y*B zL=e7$v>+@#BBBV-1E2{H9sHj+}1z0h!9Qn9_y2k@qz| zM}~m3C9@TTl5P2M?H(;zf(XL5VIi2>5>EHU-L#4!D&UF+m)H=ImA7g6@*3Z_ydx@z z({|h%Cp5X~(56Q_&Ot$&=XWu=8eh!!e3Z~TzX27*nSZ-6*0>O9?Cakgxhep=m4>fi z92o+#5~t3^Y|iGB>%Ju(KtX#4^#axGv58djC1Ay}Gf;}P%R_?Flr@b@=}MbX_!FJB zm~3eai8#ojtJfY3+%4FU@J1kJ5(=x)x{lAF$Gs9EzngcavH zEriQ-0SruUOQyq$?hx8h8PCSqqMBkAyv{0tq2TpgfeGl0vjtd{tU7~HQExOba{IIpJI+NYp)xL|(0#C*88GTCQlSF|b`azKOs_ShW^FuULB z;>xMLtDX@n=3&6F-d@53+byKDZ03JNXQkLE4v37*!-0$EY)ebiRIdih8SudN#^ho; z`t-N=zHastI(xV~T-b{wuj%R}ahar|$ud|rd##|LzMZDpHdnN1NURttdWIrp00Y%? zbZh>KvNtgs?nJ&?w%ya=0}8Rz0gq2;ncK{O&1PwzLk)o9lZK8Py``sBf(f#SKz{Bk-9|HJa3IH_(wbdJVx%J_V^ z(H;LX>_>S%NT(GAS=5SKH%b|BK*+(%k%2ajnX!}E`N|BXXmd(DDO{Z`i?sA(W8sxM zEN}LOK)SA-XHL<2S27pzkh>Qd-*U3$4Kj6j*L&EVRvr616e)5tnLrw_wBrAJ3b6)N!c10S#QYm>p>^0zJmX%-GV<9WkQ^0~5F6 zZnE6m%xB_QM0YDjJn$t}q?p^xIx5dvM-NHR!1Y43;A0#QLdnsE- zA574|mDFVVb-0=w!N8PwyZLd=YgI>Y_ekL2B^7ITYP;_K7xBQCjFI-ug6|0KIEJw} zz)x!L&6eKPDKtkN`}`CRY_G)jDEWCixnWJaBCcL)mjog>KcG$bb}!rL)9sZ#1bg3Z zezma)`py0m<5%o?2$*jCsbPSgpN4N+^o;Ws7Dnh9MJUh@U_rHQAk?3 zvoCAVr4=h$MqB6aB>bPD>{n%j&Npj1Y2S^w-Bl6231F=zbI?%mM)*irD!Xe*u>=yZ z+69(JD3 zJZtQ}HP&nnW}TD(YTgTm6=h|scwUbb8|VUJYf&Zm(DHHkvZ%!_cP-~n%!Wt#inC%r zW&l^nl2lOm;{Z}rXzxAE#VIz91zd%=gax{O6~1rLB{P){t)@dYkFHpqL`ev>b)Tbc zl7;4BIG>C7&{D098=E$790se6DFM_}+bS9@qix`$@4?zC#sEDpO}5*~Q(95A|4T2M ziJ7h@SYW^PZk>UF=x$2nx3!z~Hr5bo#;;|z6cLoS86}IKbu`F%s0B1 zRe-CKWsjrvBeQTIV~%g6(4#-u?(FW4pCW>i`69)x#8J2IzUZ((!+dd0*Vb?OnUn5q zhX(`E^QkXx#Osfm=tS8I4H76=UbfA0Ew-0*&x;2G(XBKubQu7JrMaJL;z#BD0If*1 zU*{FLI~CAC#mu)~XO*|R`8-&KD66=Ah*-5{?caV~sWt&h?si0SyT`8#U}6`Mc|nCnPdQ9=H)B+p4Tu2Lg)XdoL+%zK&h_2|`lD7wbelUBw%pdEIAnUVwIUO2^@~FhXhOvoeQfKKIOhASZ?1qds6heYTbrj8ID5o$C*NOJlLQ>2xk= zhcT-`U+QbT!Q$Nvhpn=j4c2F1b+BN)E%R!gsAgGJ4JWLLZ(^EVP8!;Ye`Y71wK(9#CofM%B@KMdf#vJqG+f~Q<9ts%~z0?sh zsQa+0jt-*GGn>!d~~*tC_vD zthl{ivoh>$Wd6g;E{6vDD>-{%yS-*rSV1m!-WRy(1k3!AAEOzF+an|2Z{+!QDaN$% zf;oZWS~ibW81F>GC+N^nD0v(gNLS(pDtSPI{Z4LyY^nS&&3O;BIEqwNk-PchT*t>;4 zMh10nOAE#xG@ltMZf$`JwVO?nKus7iKz>YUj#=#aiec{&LzM-3ZoxWs{!L@eMm&hF zIoMNeOjA%WhB=%2kw!6cqS$NB#!$ieBG08HRGfW8sppl~5gJIay~NqFc1m%%$}u|D zM%@M97qk;^+t5j-`HGqm{y^Lb9fMmdrO_+zmL)o}8(i8aFhTAa9S#jo)v<UhoP_)rlBr-_P!1r#qCDaye} z5LO7*cejd-3a!ow6`?U}3C5Xu1I)3J^-vAj&$8iBTyBq?YuMAaCk&Cj08?Ek9GYFy zc|z2xT|!C#D}+(SSG5!0y+#!b6`Y~bwZHo5V(Rg|#!e|H7VV1cyK3}M^^8sws~e3#u6I7DS} zsGtnPL+4EU$?lPzlrRrIAy`-SrHBmbFdzDsj`7CnJxz4YN!-B~1*$C26Gp2%rCS** zN$MR)ZX<%Ku*}30n{gGb!Ifn7US?`#g09fTetV!5-ECp@?SwERJppSlSkumM!5ZAv z|7wOfeP%N)!~q)Iq3QG7^ew9;CsfWBT7wG4Fj{}mEGL`mHN`AScl4al8s%Y`92)GQ zDU3-9W49C9hBk7K4DLeCG2ZIf4!4m58tlQhAK2H<3%-4V$tz=Y1`Xoi-u~C%gK4Hu ziBOd%ND>|NiPg<3?;{&?+&-2~@d*>u_RJ^vkPxQHUgOS`fQj@I5?@I;Vc^=Xf>Tt5 z(A!{p3c=>)7)}VIfRHe4^cJy8A9k+;UvBL`Z7dK#MA&jc7tlA8rRgEejwuRZh-(N> zm_O6LUxMO|ehD5LqIaem2!q?X?EK<`uYfU@Qgo13_PtPdIH_{2s`%yg!1+<9z<9%djyMn#AjB1ejlQBSvXy1IgT6Z%@ z`&Qt9nsVK_F_oG%ZbN#mLx+NL$=EbmTQX$HLRc7+G2iEcu0RuD4^vNgccvr z^&s2zldRE#6p)eP!v0v;FK|`=>#@& zZmr&-o029FK~*>lQBO?uWseQatXaDpt~jM77$>xb{Zloq+lKZ`&`scCZ+!3lQwlz4 zj2%>=lpoDSnE!;~o!;#%3-pBjT%|miT}t%u!_{iS$H2Y!a~>y0Bxn^Z|{Gm-Kp@ z=u3O=*lnkRvaksJkfP1yT{x#K0^92kvRybF8`Pmsw?DV>__xuz?{xPG5&tNg#ZR~h&Md+3CI`dE{fSfTtIZf z$fS_@92@+%F{uLo&2`gxeX-7LQNbD87Sgr#+tM=L6Nc)N zKX7nDfTcW|FET(!SY#Ke>cQjQi|nmT&=qEoBDLuzZj8zN`8K)_bt&Im>pg>1azg9R z;K0Ye%XYP#a`!_qK%ioT&YDe4JN&F|TH}P)TK%v(S(`X?{csG>5oX@P(#~FT4Y2pj zyUGGRVPH~9nTJGsN1*C7P!u{YyB*m~EbYP|U$QSQ^-FnRjHz%yxA2oyp2YF~JIJtjEY&W^&%Sk8PhM>}s z@<3A9NaiGE%fTm%Z(B96mEbVMaingMhVJ4r?*!6K%RBQL8?PfLL<3u8RH$H$5RzlU zOzTNe`wcIh6ONr~Bt;U4;q9nj%JRd4OwB;;Xn_TCgl*h>EH1FICT%F&WF!z10?MwS zTspIuWlvXAxO+pJ!MO{aa0^~*dDXZeEll20Y3`&Nv(X7VVHA2iL8}P6xr{fo!;0_( z5D}(ysU^&GklCUClrDpZ0MP}ylB0VwpCk*zOv_MRV3`TBM8!@L7fNWTik-7SPPin| z+R?uT5YGb^#|kH`9JM)boebi5e{JTPv*zM(#Y%0U{yKt#JnZ7KmNCEQSH(oMDQx= z(}yIostv~!uwm3%5K)BLBMjeXvDsQf%@A53*>|~6>Ar>HzT{8{Di=Mn?V9LsCjc` zB7SG=B$D6|nKjquMQ+XxR20iuEyPj(DdK?69*!zMUaLHFXBiW7D$ zwN^`m3rao)-G#lncF4i1<3M9jNdY0EQ;$M+^fD#il{-|YE;%5D7sHPZPqgNxwMu0Jl0CtV6CutQ^-bnEB6VJ_XP8p$s!k&wUuLbC(U`v(b7QAor~GU z=(qI$7Zeqt(ctPS?PuEZ+NOBc&7fFgRNz4O68}A;`upR@I4V>Y3N+7yhBhRv>ESrm zc>JaV2XH{}N+2*7o0{8_$JT&+wsEfulLQ3in>nSKlb3iEH)~{8v^TWcjHIX_7x}%| zTs&PJmKP$5);+%oASiF~{95y}a#TFXSIMQr0@2GLn$33`^DdCRV3biQ-to$)I2y=a z%gDlPo-rzR+t(Q*Bxv(IW~bhJ<&hn6znkUJ9fo2VR6GM$&!ERc?p_FlYdVrFZyNr) z4z+LwAW(#I^KVz%E#+gnPEjmpbSbw2BxpnPY}Q*UtxT8ZS-=(Pk~*1AKDyE+aG-k; z zXl-TpXihI3&uH(gxG$qit|T4^e+ZYL?c`#A&EIrz2ZsXizY5^uDysj`1vGbx_`p(|F)ZW0|WR}fAd(J!0f2s;(#DHs|ghkQ_~|7NN&SO z<|hg((i2bzK9c><9Zbc*Koxo%^XrOk=3ph#rN;?CMT+kZ;{CC%6cz{+p=mVag+97V z)0jYkh8b(OZ}@BCU2|fAK*9WrPKZx=xp!#{O-3A2ktDyZrz;7+l_%zeVnpL?g4Bs5 zAR#AVSYb0b#!!_xahHBxz=1C0iQZ=0=A-K_d5TCN33;+V#UXIo|8~iffCC-RQ`RST z&J!C+hdGcHQK+F^=0GVHa^w1W69TZC5=R#sHz;KuadJOjzyqNxtu%o>P|5gCF0C96 zbTWUl#w@CT&0C2c`3ra;l=-77Hn|W-<9g%|aG-PZyO{rGm9d>Xzst}-cH6v(?jB^H zPB!!XWHJAqTk^Bx{p@Z(+dthjJ0CVGA%gFPgpX!iBIuyVSCz}5f#>;zhn_CyeY#@k zP^Gb8U`cW_YqI-6dgR8Vf#;=|8;Zy7Zsz-IR=X75UdvFx16Se^bO3cit3{IwKFjLi z5eXvro{M?AoUiz4S4ERp%a_Fh$BPLEElFNCeAKO|yj2g5K*$`fhs6L_VcJ|zhGa5uWv1P9J|B?D!WEfj^D8mn?`1s) zS7chOZ$yLIi^;(inJBm_hULAO99)rUKi{9;)z<3KeCObbOb3dH@O^^4^5o#al(cf$ zy8%5~IrdyY(lRXmd=L*z_h=a$7;=)bWd7EN#e#t)=~)+awd9=7Gkf%`9t}LVVtc)u z&?zu;AsK5G6zd>0Z;OBhwhdjWY~My5iY)?y?M}>_+dsV7HkWhW^(h|csAZ2~RylX{ zVC>MG9uu5NU$t#Eive3Ez=0|8{cSc_>EZhh3@nN7)9D7;#rN=ij|QGJH$%1;TMGu3 zWIVZzKAO(tdyFR&MDV57+ie!2>+NGbhgRenvW42Z_6|HrDdpMe;d4AUNh#SMOz46) zggr_rK}4=nKC^KvpVRc=i-_P$t(X;7A1higuq5-e-OXe(o$UBry2m^%;DIa2Q9efM zkt04rO8Q6JH=48aL-kk@u#l&GG}a?ed@Pn&?t5C@<10KpSR5GgV%s6wZdQ(}bZUnf z8hHMl>E-E{Jes12TjqUxKmz_>dHgJjq6qdE;aLR5t1m=PI;t0u6FctSjY5}gh56>dN8DskI0ZkJ-Rcnh(}<^ zqaB?Yc%&mRwX9gbG2n>0T-I;;+*MTALKRYw<-qW{2SrnsVE5srg zz9#39bvxtT7$qLbmjy;)(RM=6=ZWMzGX-m{;)RKasE%GeoiCRaN z2nH5APTq}J1R>2%r*X2tD{>X05xuxXB*ND|gbmUxb*z1WLTZpNj|lY@*s3pUqNzDdh4y zmI7DrOTqqQ9!2O_3JDrY0X%W8KR{{Ij!DEKzyoV#h0)botStQeB+Ty9Jan9&1T2w* ze9X}?2YkfgdyF`lPqWam$B1Ae5BaF3V;=aJ#+Pv(4d{r@BLS~neE-YQZ~yU^_vroy z+QhnB)5~oBk1Uj;*>6rr?rcsS5+=Kw(_StPyOVbg7?=vD!vo=4p71l;3K4Q@=Hu=! zEU$`Nyd`f97W6N8`Y-4t&1lm!{Ms)?NlL;91d4ZPLokIBCfm_H{DCea-Y#i>>NVX4 zCnBbbt8fCIHE{S_4IMh(ZcX`=2W}PTYXjVI83Ya$?bdj@`z0&!VXa}%wK{%vRvo`m z>-hCqb^JQ$cqF03ddQQ2bS6D11N6KP&e)Q8`#jy@CniU6PXN9vcDFw-b5mB4qkg39or<=yb*?;n2s)jjkH??wFKv2Foy*{iS zjqch1&ELXQOlKW{%VCBEnp-IiSu%TZLSSv_iDs^Sf0Q zGwDjEJQ#>xNQvlN0N-(~2vb&QEL4$XC+A|_Ni0;Egif?F*X}`Lpo%1Wd3R2C5(@>A zyVJ#luBI8&U0D=?T1^{zeTnWe8?y|xT$Drm`skt$`tB2RC;5^dDqZ+?qJoIpel2U)kAdW#HkwEes%(h-N^hahbg>PjH9tQBiNSpO;FY&t=2{<5l0s74k znfEGUW?2pb5GaC)DE29{(8WX^2Jq2D+a}9EClh%b5WHi~b&b9>XVvJ+^ZDcE-g>oL zQ;3o7d9?q;3SBdTG^7Jzgy$pPHw2b+8p?ZQZt4> zYJdn074KJ7n7bt|Xp^}(yP=7C9@mk8SCv@TAg?5E7@4~s2$i`+FC`^#DEUy@L?qs= z4_k3cM-vgKTBQsRHGkcvW_P{5q0963lPAq~D{kXfJl}lVi$gxoO&5 z$QNxDH#F*XMGC0O>Q$N*d$&6CqF(hXhlYwIfj?b+-ZfU2mu@tL%y}d(V zLq)+JNEym6ovifsjtm`23f_UVXYdXV4Gk^U2<3McYXo#CdBxY22YZTXEWfocjL=>+ z5h+oeobxzo!BU@^bgPPR`!(J)(Fu)kT$bH0T~@kF1NKCUId zTIQ#+VO3G_%=vL{1B!fe-analg=rL*-B;F!mw~qO=Dq#^ybct+Z!tT2X*Nk-(8{@t z=mwns=EzWR*C<$D{JEL#N7MC~=8N_iEZ?)x;^OsKR|OZul=a1eSm!i zqeg5G7)n9_hXm?zqVjuQ=#qjEblKaIRx(+w*DR?fa8*O3_z+So4hl+|0XuJdhO$Kf zhXiVaa$D@zG-PE~P*ukWRJDRb2Kj3x^25d~{WEsem{7s)p+Qgc`uNcwwlqF(W}nTe zX;`iwH{<=9u4UylQ*m2;3Yl4<#sNXhG1J7GHC>O?@M}=|I%WwULYQTIaC2rXGafJJ zyB)o|CIaStEmPxwAQ~3MqM9||9h%XEuFMeSqZ%DVoUD8pFsNB2O;aqI%V8^N1`Y|- zZAH~CRen8jOSctAW)Y^6d4~()I|btPhA$2(c2lM(HC_V?+ERY)$<1^OK2UxwE{F?m zMms6a<7OTh)CD(lDbD0(2{4fJdG#8mc6(st`Q_9%UDcw- zmi0cWu=df4Wl%xNI^95;6?ETDmm`C`U~G35ie-8jV|!pw7xKNO=WVv)rh;Me4P=m) z@=fC$G1M3+-wqhm6kdq_v0KwLIF7xfr=l? zwC0Q-6QkMSnBW~1V+kOI4K$<_oIguj{k{W@8V3Z?5NtI)Y-vNoe&pU6-;F-^?|9Pr zN8U30Pfh4HgYy>3{+-c4&j)RK@K7HsuYW#|sK5nf?2 znW`@i`@@z7jI-HzMvL6`;^1t>r5RLSl@dCs4%T$i8!^*{Prv^09O66=6j4=dSF{js zJ^%0Xi855sMWK_LE>oJ!_Z6@E70_xG(ifs-ftnU8m9L6EisMHCMU-oc#3 zpF9r~(Hdi|+-Rjbd%OF8ox__z1Wg~+HBn$TK8VYlYH|)`oDTX*t-bd`^Fg5`hi&b1 zE-3pC?UwU~9-zQxibf>nRQe#>ICeF z6axNrM#{uyYYHs7Co5r3|w9b3pBOVca!=V)c2GIs?6M?Qfel;%PYHT z+Lgc^DKtj_C8lq#C~@V*wW#K!3E&Yepn#f|(sD_km_ugFg$8b&QyQo;xibqw5hI07i)zVq$m=AQNPBg5(bzSG78ZG2oL zzmUb%e_T{zfR>l2j_qlq2TeHWY!z*^5KE?t11;i=QH}>LlkYvP=+Hvn=u`7h_~%dN z`v-g4RXm#Hhaq*n74Xo&;O}L8DEYXq#9k6h;ck*Q_NiFy8LOs;ka0v-iAnb<{)X>s#K@BZ9nwNf=4%Ker zfK}H4Y$%|Gz3^2m4dXwIUbVOufLiDcFt}-5&wjF;tmt^VX>6U9_yJbMB5vN=Qj40S zf|pjyB`?)R(a0tEe5zbDc(zw@D1%#I4XZ%?^5gJ8 z^xAaycx1Mard!aj?I8}vskm*?AUTJrLxT2>N&H|nHwRHiCh}OIY%yop9+*-V;6V3c zO1Cq#EOVMm0ZL2`2_!a8L}UUhwpTZ=V~gJP)I1g7B%Ph>Zb$Av!c#iXNjT8mH72D0 z7r*n!MvG?_i>!nP!gr?bmDI1?A)T+*)~e<|{$E%TYQ~AltE)$`q2e{4a(wSIx+}!K z_%NmgIBHpW&K09IkL0R|(^5hO^Q#5s!pUvLc;m2(c^*b722}3qlakd$ymC5=Dz*k z$p!7=XI`zbZ;Io5EB%)gxsCgRu7lvc%uw788QiZH@_n)1@7KI=HN%87o3)I4=r;E2 z`E1tk5$aIv9vbX-3wfs`yvQ}dB?YAb|zy|+Y z1%4Vhj?Gi>n?1jGQ4?j$tRKMJLK=8@jnV)$V z-7j|z4{U|p$*@K5+@-;amw4G-Ji6kIf##abYROr&O3uu0gXRo?;1lI`u{K9kSr^x< z+&muGUKDm*^T(PscYxN-NMPU*?a1_++8LIqUhRm3t8vlRL2kf)Tow*o!td=t$~Aun zqL<$T5PTSk_y%;k*zVUfKxd{@++*oWJ?#i2VjE+#<||D784V&BG0uY`axhvwKJZgG znqXShGfnm#BshhC(siao_HzynT%ru=N4m*v!Q19u77d7C6m1GMC}dmaGrigrj|Vo9 zKe}3WJ-rrHuvh*9A{a$2Y*u*yyH_m)Aozs0(4~xG0lHTUx>i;9GKA|f-$$~prdxOXgX@oeMMxhudfgsawfR0vun6|aXGjO*L*e= zqn2J=4z9|z7?#VxflIU{^Cca*7HqxR5&(iv%tPiY(UkO>hgdW)3GbjA4Fpxc60>mN z672|a(U4-u5lTR;Gtxy612Z~AFiKBZ?S_puP!`*w4fOM%?Uu(w?s9Jtk(9pPl0-J% z;B(0NZfshv{rW&x`}0}3K1N!YnFw6u6wx_9TcA|*rxJO$=v)yN+@dd{uASnP!}abS z4{X9?X&(Bx8M18yAoxVvmMwPlYTMWfhiGq>j|(%DUSrOHh`fpVv3x8iM7`>Vg9Dc+ zw-wzQxR~%kV6Q$2fZ!AJXLB@n+0f1&=9s=AozrB&Chl>$8ffdkl+-p4BdY(owe8O-Q$5x)J3`-Z#%gevL_CR zU=%iWzsoH4^4ACnPT@BtU+q;V0SG=(hEy@+t17+9(BoCucGE50)x%u07n{ceoA4O- ztLT_|wcY^{jKX6m9#2WO4L|GG%VQ!WIAt#B)g;>UzZqE__FpTlcm6Cv~7Y=j3k z(SDXj7`@t00D@1{csst&;v>Cke1rt2@EDswdT1|?35a0Cjy7T;-yG3R&1MoMIW@cX zs)MKm6Rct^{5Z2~ud%R$1J^6&nqO16Bl8D3w&Pxs6BR~}R93a@<3`s4Ux&3;+TjS|a*7YlP>jba@ zuY`tz*TYAt0$03@U$IXmK-Kv@FxX!Wp9FSVIG?Y?jn;}7Kme+60~XAMe4C=C$3>QW z#d3grM_{mveAmjnXTDQdFy9S^vKFT#g|b%6_X148-Vqe6qWz!*{vmkgVm;fB1QooZ z{lFH<^blOn_5+Y$yb}y#?MsczW!8i!dV+vbFmJ#FrzlgyXYVUz#_d_A5frSVrQEM) zr$yjQ zZ<&0myw~m5GBH>%7jiz?nUvqlnIKEbSv?vc=YRz>_ibyOeB9B` zw-ZpX@|MabF#f_a+pndHnBe5~$^9-~8t+%10wfsU4Rs*=K@Nq|7DRC?Ou(sBDhUrI zZ-)=VAAHh653JY~9Z=eJh!Gbbaawa36{Xg+--t7VK4J%xJ|BGzWQPb26$Lxc_~8sA zZ)=AX8VdLb6v+y{&~F4PfWcm9ZIkg+S|tW(Z4+eh7g~aqIG->;OJE?uSZLodcuTW8 zK>H3@FuxY6YWPDK!===Ub=Ck-sq_K2oty4?6w}&axE(II3q4H6J3tR(F~M1=Rp$4+ zWf`DWMc^as`DlC~b_Wc0KFc!dM&^I^-?Kiw-z+Od1#e;elFtSP7{BltL8+v}06wi& zL)bb1BhMvUe{Y_O7~Iwl6}<0-79jlLu%DVPJbGiAdBw@T090vHGJI$$*nrZ?W_$pD z^Qho0lsu)NV>$AK#{eZCfx-S(uvhp4C9)OGJQBjnUva`OfYhxYv7w>Rmti8A7XAQz z8DPO2%iOjEmAPs6GMA{}jpGHMBA=6XA1^RSFuoW{#{N7L^AtsNJpk~c4RBzJ{%n7$ z&kDNxa{(CavGulzXslKkgLZGd1t?fWd1AK>z7rIhT+%ivx-P^%9%(M`Uaw~Sz7WOh z)B!KgaS8oj-~7Q}{J{Jl1aapw@uQKfzWtmlK!Pzg$i@WrXH$*IR;)kh-XLeNVCD_7 zWiGf`zXmx)1ut*3Y>Ma^sk`-Sv;;8NWAJ(Z{d{$~&dRs@GF<`)wxn7)wo=*ls8$>l ztVx6A5){g{M}x&M!I}86`@LMIJ^Wb0g89zuVmX=}mKXMa%wO`;V46OcK6I@{84h$W zXLROhA*-y4jj{%$%x2L*_L50=wK|Nh%K7^H@ODlpZe7u|&h323bt|_d z-Qr| zXT;|C{P=P)x#FhPgbiD%6Wk-@^w9d|9OMoc4r+Jtj!ss*sL% z^DDU*MzboT;081#yjhdb>3w;C6{{01e;SL@qwVJ9dI)$I-vnPzlZ}@XzD-y&i_no2O&hglPts?b-F9pnaoA>;I9pE}HTCQEC8#K5t;? zg2nNwq5DO6RqNfrB)A~Yn^lv@)HRmz-py)21#w=_>BiK3Glq52X;bfd&Y>aUCt10( zbYnBKp>|$AlBReD48Y|&UuA)?JNO>;e>Q(CZwS;(+S^>wLxS?PGUZsl$)=g@9H+Ig zpf2Thx#lB@0di{~L79zQnkRgxW8aaB!K;#8E+?#V^(8ZSAj{e^I!zkKG-;*k+m|0O-;C~t=}OyP-QWI#ropP0JfS}8oLi*LrlgIM9(Y{S#iVN~=ScgRO6&*C@2e|tV>jX3;WJ4LGTk|{g z`VM6hSWs6@|3q*PWqN}P@@!B;_Z%@V>pRXccp%Ff3HmXcnD%WXfCmWZez&Kd`sWWTuxqDLjCi-~wVqwipb0fRp4d$WS>+xJ>P&}H>^L#MlVx6`-&Iz$j=_4m8O zWVM&Y+PD4&P|#-i+)ie5-rMxer$Yo`=D*u!NspAui-r68Z$t%gHlPVfC`2c&1noPZ z5zvs3O)s|;EfzECzSBz&3CgV2?r1yb*t)@iztPdR)-qtwXF1-P(+GUb+&9M_5|o)o z@2=;Ue7xG%qa7j$vzBT1ofseYZJ8_}=(2`_CVsTsBi>-|+fW2h&}M5X`!&6Dc~yGZ zTywahZHmW{As|~zp=1=)Y_7I6BWj*V1N2=>$KESYb`$&s{sq3N$2yY9`YSw|HAdhJeuE6q98$ z$gT}e9UVe)*ITdte8^T6d%Iph1#wo@%p&h#%eXP)Vi`BguULu!*HKHj$aBHiL$0GT zYP&iM;t&%-lA)HeQoJhJP)k`LOP8`jj3E42UXSe>BPhTkpJDimG_)X5Zn(P+e~ZAN z&zyjZaaM&W$)KxfNwxzn$itvNNhFtAx(@mUBq&RUE-bSQVCdQ^S|V() zRWym&mfHbW(GuF)Dq5OE7H!v1s>DQYOLaIdcBLbc0qSrB27NaEqN+65Dq51~@+uk< z477@tz#)HOz8roVY!!_of-uaNlb?A+pzC~@0fH`T3bEWX)GAuS8dm2(o{ghHKHw^v z(QY86dpy|{{oL_@8jrFh6`)<|H*D{Y?oHjKaoX*Oas zt6nK#*LA{>!_q2R@?$m!>YYQeikA7VT@e{>bqRS%U}4;BL}Alpiw=E96cH7~S*5W_ z23%cYnfACK&vPBtfl|lno$G)K;;fTri$E!N-%g$ZgFc(-hJ})px^GY^fPyybdxu+n zK`Haqm#jY$D-~&O`^I$yH1eFy4hCEV37K~5Dxl1qi>+0pdG7063>frTjt5)>L5^#S zAmR7H7C|^7@|X?k23rIPd}dVzbXjnauNkC8+I2Moyc`(2R%F$oX394QDNfH8ga;@v{2R+a56Lm@C_H|+*ra@pPN?QnqY?44Ppo4qXzkexL);@oC8YZw&Z{yS@B`WKTCW@*K#+Cnh` z3HZ-je7Xo|)?7|#TNk5HoJcNEBw%3qE6Z}&n2RbH!{2ps7Z1eIZLQ@l(+%AN0sYQw zetEf=UyMGZ|2Er^KaR(;p$R#96t}0a3<=6tLHYara$#uc=2>$}L0sjo87h}pb5sz& zmJu%}j~a?Ai+h?h6Z%%>2n*`h%hdbHh2YloddImPF35ih@(0a#2YLp#`FcXHrBY#2 zM13}1tXEfbBOXmj+&6dz*V ztXU@CYoQt9YHZ?=A>hYV0S)cANhPPl?LQ6V(R8+wlR(xxHCfc9(cMhn{em_6nr$c= z(*$s>j9;Ep#xKLr$UHP(#orJ8eEMHg?r_pPr0g2Acp zNq(_Mdd;@C=3+8^#B8kzLKfKsCWv2T#O7iqMyD9!l{06NK=RsbJ>66PHTrBleMtZP z!fuJRT^nQ5bm|_-nX?WH>URb8{mFJmy{hR_{4Y#_W)jz;pnwh`@70CS{=OyML&@Dr zbFaBhNq~ox*UM7qiiaH^8*2tS$2B-ykbfY^zdfv0R3LQs-+H?rUry$WgSflnfuhlE zQBfv<99b+pHC;k1cDwd0mJ&Rqv|DC(m`)pU7GY4!fBt;fyok|6%xR8cJw%ClbK+;e6_pldBJT{Lm@{!g*4`{Fw z7v%lQ%Ujd2g4KRGSxxA0fxF^wwg1}xbuyccjYnM52A+jDlebn2I}nb(xY?RJ0(6zvB~QH6~!qr6u(onahkU@graXcxvSQl zIAvM$zqNOvfh>!Yb!&=_*TLdO(i)X#t)~W zp<_arGj(-!FB}1n$N>ukwOA)Fui>r3i|RFJTh}d*es2dSw3L;N{S~t_hLqT(hz(;@ z__JaEfc$LC|2k70@}H0R6~R*m)nWiX+%H;Sve`5%ex1Z%7Vy}uB~X}W494%V!SCBJ z=Ox?bYEI^PI{I`r+fp=#Trn>SMdTzcih!9FN%%#wwQKwBWY>64xm+)JDGjepvO(K> z#XSDbEH@UdrXIzMlBipab3xb7in^S=zD4nl=^WN#A*S}%+TL8Pu*M3le)KEwvae_W zW%hOmx$4ocfUg_0h4>`J%gKhWA|9KKO>9(hcEu?%6#M#357zByJ~#T@M4P_$e;JQ2 z%*aa^RY0Me$D+8i?{ijY?`WbD&#Eq%QTy9I(fAB}|a!hnv6<8KK8w3a+Rg z)dBUmvPh&8R<0vw5Eh9b%(sNdo3PlTSqcAAEK;B9UycNV+KZ5;KF_8IBN2qPTPp8q z&tNG&`1vU}G%Gq2>6t9{&2~lCOFZT+*;w0Ez$uP7yd;Cge8>zixxoE?GQD0>yo$B7 z>dqFxDt(a)@;*FbKiBmzX^Krp98@FC^FUTx1u&N0HZ*4zHy4PT)YCyg9<>%&AgQf?oa{>X$_(B=MjD9nAuD8x*(u*={l}qeqoaTrALg%%DTeyg zAsFBuD>*AFP(fT<@lhW-rp5gU-xWM~@kJVldW+X!R(#ZdG7nd*k#n?Tb}|GI($?Wn zI%?nfyDx)xI3R(bwg$kYHA`B|JcBm?fd!J<#-c9qVKtjCg>nA}|m_=r5H*Y5&@0y_;tnSgy_~ zHYJ5%KU+t8UA3&aQ8JtR&d#YeFhZ)<3Cu-%a+ZEpCjcRY{KZG^gE z*|ZY*uZR0w+W`$PO zN>i)B$90?v;@XOozHnDz%gv92+l?_nTHD~72=Jow<;Q9w*v141dcNilL=gV)ZC z4HDZX$@U`}qwl%6!6(TH4`lguK(vpnJIl^LJ{-FHVn-v}3elbetHogkFT{)u)@mz6 z`_Xd#L_`z@FT{igvf7#no4ge27`&NaOpw+Vy7Di{j|=gk!9!Pq3-a15XLg5Nte?fS zhcQ7~+uXu@@J!|wDG`LV)l-w64NlTs4TIOyj13ao;vwdvXAlpGG!S*n*TT>wwb|gc z)aVLKkmk3i6nlZfd1>{25C9$562~=en4+9_WxJd>UHilLbNpxn%2PoKfe zDMgoX!Ac_F9#mnmC#`zwe&r-hV1lAb>lv4NQb}iNJtGw~`J+a%&bf&`3qYuc?kCyE z1{A{DM8!gJHRbFUid3-Bt2`VBKceP~nMb`$a*BBj33OCiM@o_{*_@@;g9v&m{jNz? zoF|;6-(_r2R%y3Q+ERr7Ed5(b23;){3u`HmurPrmogxYa=ZRtFeHyDP)YWVM{v{)+*9MK3h8!*r2S^|C`1%4^o_EgcPZu zsWQ3^33-%S9jZIk*KGdd{Vpwi+-CB0v7Ycf@Mr7eKn82I_*RIsJQLpvY)6!_<(#uC zV{B0754sFwv5??V%vk}-?;wym(idt%9=nYa+on>5OR0TFD zt3+7}iwS3mvWNwRN(-N@C7h*&XX^>R#HenW3(oA3?=PBWcHjM-4ws9|z0^xB9x+*I zY2`pU`MOp~dr8t*%tyVCLoLTrK#i|qsha!FGWMUC6!q;l?NS&%bodRr{!3d*X*zpe zjEPal!t`Ps2^9I5oc}x(!*nPfOmG2(styJXc3+zd>=YMg0u)#Cogl!VLxZowoAqKo zeM%RyEH@KcK^tXO(~=qU(8o>Z?wLqIKU$^Kmj#=+nTh7TYVT` zHgp5A>A*#6qVAQB+or$-Z9cM6(Y9M3w$r8{PCdI-i(^z!*KWBTUHMTGH@xLiCTQ~! zZ=b=>DQ2~}@7yDEbM-xFRcmGNP~m4G6&3KrbX=kCH`QXm0!@C?NkLP=5mRaE(VzWYypBaprquC@IP8tkt$ra>5aJNqPA!=Si{o8jagPl^m~KTpiLQBl+K zP@m@VaIF$R042O1_FCO_W@b`Nx1F*9N&kMhNC7o|hR^L%XeCnfsAoLK%v0cjF5ZSC z3+~##azoU=4X?34livVWv=wU*Qe&xCc9q6rL{QdNifKEL3LClb!TeInOfgq!%>UFij~)v=tjzKqQ=Q9< z?}>Ul$&J63tQp&fBW*Bd%v$CD)-h{EVC3^wqF_1S?aZ4ZjP*ZvWDQ_ox)Ycl(!n{Z z35AP<6fd7z6z(n@4}7m>eC5kw6z>kSa7IkzE^s2+o(y?uY4eLyxm;&3}lGUXwVL5FobQ#9uff z2;VFIJia{8t#2mOF5j?F#8iM-XXo&c@*zHCN=+1OKc`oQN@^4b8vxp(MlwLqolDv> zu^-X?So^joHF^1?PKri>zw1}Q1m_Rk@8+cMb@PN3yrMxUQ2`1Jf9V(``rjV+;}W`o z0rCqDnYJ@{dolTn;b@5^K zp{KlO4Ur5pJ73V;m>WgF0)mRUD8kPQG00q;lI!3M1r zRnt_2!mn8(V}P8u3v%p3RkLO~UrzYtIf@0K2v?KB&>^Gb88)Gzq3sJO!!Hl7ZfJMw&iR2Uz^jGxpvMD@#+%kRL zQk>2{GV=+&^g3D6Ya$C55=gN?@Ixwy@0%5EGZ@jK7nZftdkqE!hUX(gey^Bf(kPnt zz`<`2doE#-FFCi^ik_6+(&FMLRg&~M=i8B^@{*5YNLOP@5Mep$txz`c*Ky$iU&Vy~ zI4yv|{$k2b&(CkUcPOS&bxsEdraO_zbpJGgvVAmj#?wbj!FCK2oYdaIw(0LMLfY6U z`k`7*OVCh|c+-4GyZ!&XrqnFYJ-jJF1m89Z__Hr$_+>6eWEKZH5!i?DgnF92i)VGA=Z-J<3=-mHxuzeq-J; z|Kj2O(d0tT(iOdx|K1HJBv#B#{3YM|)}6&+f#sznFBBtM$rVC{)hf9G8kn9-nQnMz zqzDexSO^IWFD48$XlnNSMq-7ZRY*J-c+#9u#Ddl7?m00?V0byn2?b?ung#7p=efCe zeAZscO#%qM)T0;ct2uuvr@OB?EU=_@TRs}f0}K)vo=@zyT_X%tDnoR*N0) z7Q1s;C~(|O^0A^{FJIW?*u91(fZ)5Gc!c>me*;i4{;Rk{!~F3Q<`bacy(M@zlig$Hi;5Xo z3!{YtS6Z`n^4Z?*ZIXooN9yrrJI0_Mp8$d{^?391kRBiLz;-7oty+VtnDbN$EJXxk zS_2-h=L6ONpn)mz#PP$g9*ic3{q-=O7~#N`d(}6Zd z*0}{v0bBVtL-TE73mKoU8@sI{eEG4Z!HN+?dg0tW(q&gn>~y05iVQvbwMJAiS-?V`_Sf6>4P)w?Cx-~Cw`p9xZ=UQ&zx(Eo56zH`9?-CM_y5kQ z6;pq}`C@CwhKP6Yl@zfmsZhL_2fS7l0UR>k#b=p}O-YAhSp=D2rBlyNQw7Slmqj1!tt8dh>A>u>WFiU8z%eth89xf)+ldlg1C@YwD1_%m;lO->m zOYT}YRq*37O1?Un41hz%o3Laic)q$^v(`hgx(%@QVzI~&P%jR8Xl*aw0U68=0Edjw zc4T%4%}iQnyS5#5bO?D5Hq4WT3Z5!aY>)wBd#S7fJfzfZ5|XA$2D3>(hmg0fwv)}Z z34T6Y)1Gn)718F-2NVLO^SW~VQPYkA%^3uLD`P{$+btSq^8IOzn}YV32n!AsAGD~T zVy69K6Y)-sVjn`lJSHVFX!OuZx!E=&7Cna46B(fAy^xo@G-*sqJFj?TMsZ>}ARe<0 z@S)|S@MW%rTDCnc(X6+#hDUN0rv(D+F+q$3s$RPKe!dy~j{fHh+WI%zG!5^36=7G4 z;K*|<@Vt0E+1V;<{yUn=)pf;;ECB46i}%A{0vd>Jv7cu1t42ge6(Onskx_X(klhI> zjSkw3R^U@aNCQg77a>8(^H*46>XkpS$aEXZcGr_f4ebietf`pY0>iop{=xu}x4Zn; znEA9{Q7qyErob36LHgYFaxxwL{_9Wgmv+?8ft3-h5bEzTU(jB!|V>8odV{*k&ycD-hO-=;cyqQ99Y4iXX z)1w#zreH_(7<7pEF#RqO;g6Y`xf=y)m>9+J$rQ9rj9}4Xv{u}Az6y4u#YE!q>s|i zOOoiw)l=!*inFdMtV$JlAnctKAs4opGdn4cn5TFOMMMB8KS@8$rPvm-PM=+Bex zL7^#Sg18?k#7VDGT%(wxYLyup$f|X#6q^_O>IUpq9XKSspXMPcw!`YtYJIb!Wl>T4 z6_;zJkZopR91uhR{u?LO9hdcd-HQ?NxnQ1U;rGVS%WB-y+HkSZMj}$y17Y&`YGW z8{NP3z(p#qu}(>jiELqoXlf2(riCTxbEsvFr>Z%Ks0x*V2C}HQ zUKyh3BtC>>y| z5+RH3T;hPBy3bHi9k$$s2lW|`4#QfBKyIwzDEp2rx6w2ctvBNJzeZThpx=) zx_n{b|CsM~zxm{o*?PJgZJzG0X~etUUVZYbPjH+~ASc39Y)2GQjP@BSEV4nNZw_Uy zXgP^?F3q>%f?aiu4|pw>OE{pWQlh3md3GgQWNTOWU&;H-9*(Kacj=Y2A$_jQ28C}4 z-*vUZe3PFZRo72Nc}4~(8MP}J@7%^XZ#CYx%m%EZL0QHKr4(^CZF0zEv>8R2&C&Ft z#(y4IqvV1*KcFk9vyU1(+1z}pU^vTiy`mcPF(T;l1BQYwQ-z!?)-S1Nb^)?oRYC(z zeq9@zS-KmO+|498gZ?p z*)9e&Ta6DY%YB3Yif-G!u4o*xKkvrt!=9qetRAa_Tei%0G`BEY;o`8pLh-Nv<_CZA z1M`27MJs_}+{?bnyht5I(I~R$(2!2in1+H~)Nw713XcyRei_7nnG}(`6PH#bWjyq> zp}~<-Vk}Bc&FWcb@+{Dl21$0Kuh(=L%VP8g>%$M|evuX5ByrlLx@4mg1GK!t{MV<< z_LM3PC@`G7Hl@hmPMeruhxv|TxXt!)Gy8AN(}AnB7r`l@#s@^b_xhye#zk>5Kxd8! z4;8Pm550;)Jyva&OIoICiHJIUx5Q7Q09F!;`>hyEmD~U$=e!m3Ij014@w*w!GXecu zu^b;diX~9kpgC9xh%K9L0BfrNy_rV+oLeEV>$Sh981%v&&Dc`3i?%Oj&4o77cFmXlv@zZjjU34!QPX6Zul$qF%zMw&WTkYc$}BnT8D)YFGF=?2y}-@p zoI;6fL%%1Mc)|venj*KK6}EMp$(AV{WNLaT`yCBd>^4H?n`i2!I3c8JT2=NXHLeRj z|2R{tT404}%}~%ha6wyaOJl1u4Fv@w#IkX~z2ALV7`D#V z+CM#*FE@+Qu$uJ!?sG0ryC_?$^T)U#ko7}tAN~IGPd{S@?As3=C4?WNfSBmJ@;X$lMKTbz1&-H3ZM ze%p)F;nm2pt@1s|EFQ>S5;>EHhd=F?F?Kt*prZX&qU8Fy%hUlPXTm!R_l5SO6L*H* z<+*dePQ;N5#raym6zW67tmKidL%dk<%Fr*59uRadL!7IhG*>y$l^v||eb&ogfCxfS z@9e|QjILi*aCjgS4ny1gWbySgrUwMw>)e>;*A=Y?+B>CK9{+1ElX6^;-^s|oI}kVH z{k$))g9N2$zDbw;eY;-sP+q_0o56xwG;)i%xVE5QBWK}2B|MhqMdGgAeje-aK=uYN zMf>A;N)J+um$QG*%2E-a1y-Tq5x}4q6^2q#?3mH^t1uoAbg~rbihM@avlI;+s6_Qx zKHbhK?8Enn^s62L5|pC(@;I5rm@b>`A%o4$gjM7coI9%FgUwXIbo5b`}m)qB@x0%w?^Nu3vQs zkf0Q8%eI-y)BXM077tjZ%PyAgOJ@N=ml?DW4e4u84+%8tX6k)FP4;6NqI&t7h`7;+rr?#m%a zP)cLcgyz5rd$uzU5OiX^ZSMW%{Zha2w!;IN=;zHFP1EiCf)n=Z=OZRag+b{~V%gL8 zGpGjy-HVt9xHs`zNgsM8Zp}yr4$hKQT*5l`f{~1+Y@|=HRM?(O^QvN5w@VI&H`D& zPW%H30ny zSn#YO0mQr$KTX8c+5*MS*oaq`lESwONeef1p@D>?@DL&@|JO7{yHDo@znHH~e|t&) z8JlL4b@+YjS(OB$M$xRMm_+*diZ;j3?dGfLgq9!q2wky)9MKDfc9aYvMPp#B_Bp*> z_O#V>eH(*13uJu~b7yQPKWI0eVpC9rFBtDQ8)S+B3~iIQos6%&rbEcaQ+)?8HI5^a zzNIM(RRwx6a!+AA?rcLzk{poq<7jPDn8<-oPCXRuMany8#eu4bTPVdA8VD0zj`+ev zw9C@^b~&v?I&m-=4I#u!Qv-|RL=Yz$+y|-Kr#(g5{`YNgt0WNhe)I?9XDoejNUAu; z6Cn#OR%U=4(Kuv@ce&5^t%)@bjih9xn3me0k`fL`YV)MDt4}oz>PaaHM70&2sc_@v zo(@m2;l!YJN;uS#C=NJqyUx7HN^%^K)K=dps+{+IgVwje06C)2=nW{dEz<1A8I8yL z?V*{?ACLJ1Z+#1`#sNuUq@E_HsvsXW?mIv(z(a@#`iPV!3c{SZZ_uZNuaQD;+(@Gg zD#hbNikQ` zPxoS`(l@MAp@1OK#$>6pM*{k`F=YnG5kuJ|F~)Q|d)*};VD}x$w$MP>zmMfj4|QDA z-hk~>3Ov(b-)u!sg0S_N#ib_bj&QSZs#7>2`Bz%WwE?AKGkv5uNpQ*txj&Cs?YS)u zH792?ZlHtEU!Nj01i;hrRdZIcff9m$d5Yk|sCjx;xt{Q3vB_9Bwe9)DCWH{1G*{7Q zO=Hj+-s#g^9if4+Vr5E%wFh{HsZ6bO5PHmlc36B(Hx#h()8H12G_At!9}9X8BdkaR zVa1|NzIYZz+e!zaNsKXit()^0*YH8Sq*kTXxKE5x#|D{2duB4zS!}9vn5xoB2cbH9 zZp`#KpR1n9o(UUdeq8EpvJ8gVWok^t$+HMv9dOjSAn_LwMf%Eu?wCltGj#r`%!@(# zLnpJw2dTwDT=mmk9`YJy5O<96bh(v!e@3|pBjgr`a>cyX>i;l9xucX2oU{Q59PjKN z7)+1k8bRu}t5f`z!;8wsf2?ssbTa;I{g4U>zq8){yJw?2rHAyyK_IPY@A_KC?%9av z0#22WyydGM&qzKO0QpsKPbTcu*yFjpy~YjE$)Xo>^lmacJ{&nmJ zTcuvg_@(07k{WbtOCq#d-qXYuBAm}etcZO6td{*Whs7A^qi5g-ff%+;W?^+l$fBf* zdxC0aPe>^kfl+wgWFlUroM$>Svjk^a8(FN@nV*@{Z1?jCfAr{UMYC|6IzU6h+qs0x z?Rq($(w)}X4F=!z*1)kLB9wWw(~xDJqk{N0J!3SY7kcPF%~i7g7)pi>1`Vnfh>>Pq3U7>6y%d=;=0 zM}oyTXz=MvhLuStjsy!F|IXNob`s~g_>WyI6_9}c%6vWg?cwsWp|_R3{DZkJbTl(3 z3i(-2&3ThGT{=d0U{~?LcqdO`I!pG5=P-7?!R7@g(_T`S!$!ZD@S%6wFc zC)Zg*s#w(I&>|w2uh&_5PBopwQQDZ>f^~1Ub8$^iFY7uuCNCg(twG3mafCLuP=6YAK9a!#Gr?t5`7MM(%`|ac= z@jKQ_oz~_GAaI!6@SkXs&S*}{O^yYomouhpko})esw|v}jjxTr#h=|cBOL{v=5G=S zIWo3$54gA?OFob|&2~9f%Jh)l_w=q%nDL#)lw*O(ST6b1wA{=aPP3du0*jd!h~Kh4 z;Ixr?2@Px_Pgxt?IZs(Tov6rK(atQaB{h9o!jil8X?c6CH~*T5DV^`T zoL^B8lX-;ZLXUzBsN1+t2WkskK>o{c4zZJhR z1qu_c>Dz7W5w67!5gjuAf8yS?TaM$p z5|r2UtZ7fTC6ahQ2!bz>lI+sUmSwf=Hi(A=8vtS4OHo$0U9MY|_udq$DvOy_04`_E z%pdT__W$h@5xFDd#3S=mW)|$#Edr>>y?2~AapE2Ee)FAc3zLwW;+dciAu$E8At6y5 z)sA8#*@78jtm3fX5bIP;J}&+Cs(WFwAii-Gkg1cwM7&TP6S;J7LVhO-Dd zWbkn2B^))J1=x^~C=MHOTtkdi92OiRcsO&kHsQwAF)*A(@ge11HK9)Tww1J{PW{pA zjtS=Ry_M7eF2=N`G2MtvH5{1UR~gwB#j={r&u961qSr)qM*VjLB(0_eGflVsYYZC_ zuKl4Z)|00fO;Xkf5BsrWxyi_1E1Ug%(x^6wKEx z^F#g0tjcTnl%-(tKSJvxg0rzNQq*tHy7i`?eLX-hHugmVyrn zNA#XT#vi5=49);6lT&lZMg4|mi4HBQ=76Xh$dWp*f@f00RU^SL8bIb*$gK|@`8T_K|4B%|unhZ{AhqGeCRi*? ztzgb3*fH8pYf(XLYc+_&nAW#eb3_o{gh2Z<&G~QXfU4)xf_Hm>6t%Fq8bZT@`Z7KM zbr3xTJr`g^Nm;G; zD9?2}HY#Ne3Cde21C*rs{bBHCui$MhKt+qw#RYi~k4n1Ooc3X|3=0-TT8V)PQXBe_ z<1$;()JY^H^$q<|;3PerV784A%lJ@w1`PV3<)KthvR4^js2|GS(AuW2Nm2U-E9kyWUx*4~Te0dS z^!9>!{*xDS--_j9g4DJ_b%I59vO8lL?b`-1z!Y8h%=kb$0|+|bg=lRr(q$g#LJcTr zZL?R~AkxtGZT2`K2z{Sbmond{jV#`vbfC{Vs37)zmg2+x^L)woObql{iwRQOWvh*W z1T+i7JhyL`EdmSbyUTi}q)GFT4kOIB`Kv69$byMu;IZa62@V;)gPC@kWqzQ8)rcVU zO@2PB>Y&J{>j#?Lg$4B`n5ec&zCPs}R|SVX01>mY#sit{S%Iv2s2`nOP;1Z3+qY*G z!v*se8C7tg@&m?d_A)a~JYyUfFdS46`vy+-;|3a-;ey=l(5N1T zNfc|{2XtscV9@))(ssDq$?Ac@(qe+t4o_;QdOa)GGzH6wx$lU`g9N3WC^Em_Tg*0U zI*s0VoKxSCG54J)iX%h7on;-RpY4{*x_Bqf0Nl0rKC{Qs3CaWqwAe0)n=TmW51u9s z(7|sbx0|Al?yemKi;J+T`P!c;j^GCxXoqJuTcJb(D-6~U!G{JLczBv{LPBs4ZMz|2 z1W@q-KIMt1)|!7{l|!&40&wvnNs&O!kAlzDfyx*9mG1Q!im6n8=fnGX_u63q&6*^u zw}lWYe-S_>KcdO-DRs8P$G_Hx7tFY!{rjPIeXfflFw7g&f`1uLYm^Jx>|$F}7=HS& zb_m{139_6h`8XNW{aFBGmk(jN>b%%37mtENfZ5>;=u$%Ir-9N3v+eARZd!oQposr@ zG=)(rC=2VipIr6Oj=~2)$E)8hgizUSzu>*w!`Y9$g=?4IYz_I%@$vIysS57@3|u8% zHv$^i>IVUUn{+kXJi$~QYe{CK`CF0>3O@-HKBcMJ@&Z;1*K_{oXyRf_Qe9!FJCrWN z1YMtZ*o(Rb$Fq{AI9P%H>w#?6utDDsyYwZ3u;8A|06AV6c&WxBaA?D4#}8l8ojXqo z+suZ3H=YesY_MV2(uQ9IZNzvjZGsHyejb!V_yPH!Ht2oo37+|PDZL!c83n{p{o_4U zAJbJbtooe21;v_lPqp>h%Hs!bQ*A>EwI2nx{l{Ilv)haUSN;8H<_vkDDeNWiwCit_ zL}s_~dI?b~p|TBKyF`b0-i9(zL0LHZ&>49``v^07!-Do_hDIB2^bzNRwy^&4^qDEp zDRs!Uba0)of{j;yJ4m56;eFPUrh|CMGWMyUtgDRS6YgBkp~@Is&=&Ruxw+}4@{;#! z#_My%n4s(9czm-auC~R7m8Ia>zW_4cnek;25mbdW0y8nR>}`YZqIgj(m+IIEQ#f9Y z=pcpKa3m7@FlZ{q8;K<8pfDW09X)+3qql$tio$-No0R%kN4t|h&|)Gh+41^;2{Nb) zYpavqk5jtUwY5zjTcFhbo(eYAgtydQejO8ga^Sw-8a%giskNQ})pzBT7gFRpGomx3oD4^}Ngr+P=o`=NfNbzLgS6 zBe9QVi)KrsGDnPkNj_-&^PtR05@0634&3x~wAq4o zPH6p=Tq||KRA0L~E*{XPW^d86JiP9JA9)C8IKQ54=jWN)5o?DAfu+Zr;Y_hX-_HUY zN4_XCb)o;`(`Q+>$oLjP!7~j3L)?qId7;_Pask=y=vHT-!;?KNyZO$G*W02Qzo~nL z0gC@dz#-)J^4ryH^5pkV@7<>hU(_WubPQWvmZ1K~dK8lVSPILSrVSO`H)7o3T8Lza zP%ANC^tfwT)v;)sXLU+Bl55E(p^!XhvY`q(mz6V zuRDMOAwsC(Ky?`j4b^TPkO}sY10zCK1A^`jl4`no!dx9lm}(QSvJ^Zj0JM-egocC< z@DY=syeU$&g6j+bm)785L&RNt6^MA1SGj+wLQBA0<|pN>y!bKj+EoA?GCss-OorLb z87UFL<~jhTbue@Yi5Chjq8_YJ9Bhb)7m7*x2|U5QefZwzGGL&wQJrWOc{QJvyzACCsylF?a&r{+K?dZA_dYHm<0K*4 z91Bhq0K&JO#Y3K4x6nV1>J|ft9;}e%&x4cBptCe7?0$@r01{ngP`Pa$lSvgjp#>l?~27ObN94jHr`z6r3DkZQX zB3cNl)+rwtzYrQ^2#6MfPIibwu)raGJ)JbA2k+Kfy4JAr#x=ctAO;NjTX5T_HdTC7 zB{;VUC|(01xGm)5q>&-raPkHhjpb{rQw1K?X%rrEcLR|NL6CloymTp8r2$Yh1U9H34q}i> za!Shfy61^G?b$TfDgE&apmf-5J0l(cpY3+lj&RRrXH zjGE)E*O&yrPF|*3);|)x088j8>;X?7PK(*BUzk}NQSmBzyxVCvtI{%GZ0~c zu=mV9hfGpNhPy*4z3HSNmu8(~)Lhn($y`S2=@Ib}_Uj1Wig=k2?^I$>E8Z(tf^>q0~SwkAL2C;>3%$}|xbbGo%4#(|u zDnj1rWUZ$9+4h`VrybI2GEf*ca3W0`t|tw3A_o@K&EyA#NF|Of$GEv3GW!q!gPt|o zI+efJGo%%@fS_yUn(EwQvMaQ8?+L#sG6b;jujGx~;y93LO1*MFT8pD84J0U=c|~K4 z)|uVj^NI=VE)l8{sI3dk03(U8*brg2aHu{cSqhfWH8Ggq?7M{{2@V;l0#P!8YxhR9 z1-pW;SwRYIK@Sy?by$(~UO`Ht!x|s0D2dv*=h+Rxz@PaRytM$tU?A$0xeE^|se)0n z#D{WHiwzMeCshf_FZ^ktzP&q+ z2tvEUsDBPdvwc?>8#EBv{<;1s(g5}y%DQ+Uv;7!SHPgRb=pnk212)o*|*_IVM9c;5SsYoN*JRM8e|BF7J^Q8 zh(fTypnrFzFKT*~XRm1>o_*u3H3|0l@pq;|I52(B`Ds3@_=LS+n_rSggMsC{4$FD= zhV>c*+qRM<3JVG?r=Nvl{d`ME*CtW(m64kQ>qU(pe}EnNvzO`g)9)IB}bw*Wgz^$bFPZV^rq{3_{y~a(`kF4+FJ4#EGCQMsQF31uT!qvCCyPWW33(vxW`ppQ za%CJ?eR9fgEs=CpWL6T{EE4+sq3Z5Y&x1FWEb)sH~q z0N=?$I8oR$2Yi0;-6jXC*@8}C@XGQx{W1Y4jOpdmbOYQT___c+s%?vr9fg5E%iNMnKL9haxdzvV1{-LKf`5U4@|hvU6v zP(6BjuK@ys<5yLd@rV6-mb=D@;rlk~i|<;<(Z9`>{Nk{l_!WUt%C-xyQ^ZcTV~3Y=tj7w`Y(^nU+CgG|FKy~kHf_?Rnz^K z7z4C?(xPRzo>ufC(uQ|Le#k4e4*kjf;6R>ag(@WU0KtbGHa~|h z(=UfUA{amQbNFj@T^R+c^5QYQ$WyLnffET{Qiv3(6%Z$Y9{90M{w3AT-_qO#i;V~z(lTgrxw?)#X(r1?q4*Rzy8L@-)Eu75YxixKwp zV-5(u_uy6L=b&dMY3Cx9#z6y<^%wKoW>=k`?6%uc;$B^P4rYS2oGtR=tSoliXL@?6 z$%%srR?n(i8r!oX9As6E2BsUf{7SmFkS>NcN1y#A2+3B6STP2m;BEXANzRtV3Cm<( zKV^X6yA|ZKo}J!Y%o(d>CZa8;4lKCu2Hg7IR672#+7xTQ9hJk>eM)8^N3QZx7{&z6h(#m+Nz&-}(yKJ^! zyb3YF>RDMe{NXn(N=K+g~B3fP`JtYVV!Wf;vQEKv4gTG{igto)T1$wa$I z5Wu0MrNpRsZHfK+)$jb#chvv6t6ZZMoy!Da7=Ww3ePmeGZ(!_zf#*_P5c;QwZ?gH$ zo7xd9dPTxKg98`K)1!=T@?!yDK%NX3c+fr5BBY}FU7PyRrEV_B6f<9Udt(f0l^LIX*k zwM*L0s+Ut*((ZLxY2_WN^Z%l|ScRaXAZZzA+M-)CpBwaOpL}P4MH4G5)VaghG zgl|Q$*K0K;J*a(b(y&0#=e{5l`sXvc^lCX(9y{Hh>y<}0u1rS?xJfd|3%sZPBA6f^ z%X?h>4iVXE;s+gAWlw+w+2T>fEq8R@=iFI)tEGcQ_$nfRLcx9ObLcGBbW1?u#0$ z-h?b7L1CCbgdiU5Kky^1tKE;cza6PD_BmjkRxy5TIfNKD!u-g$3@yR0Y4wEG;3xN+ zKZag(GLn_r_+YU=m5Ee$kgWM+!u+5rYeLBUp-kq6o=jt1jM+g&YPvlomf8H(Ta>8j zAn_+ME2?iI*WH{Q)Rqn@p&ogh|*a0l+(?Q}7TD;YM69)T#9p6JeHV6zt{c5(J(UM<9FIH69 zQ}Y+KPfRsZEJTeJ>RSmR^T)m&qhG0kR7H0Qc`KHuBU!VH6Jq~NB-WfD@T4vdDb+IW zC$u`>ZRyMdpY1xRP|FCRLF|kcMK~EYR!wiAgT$a?$G)LS!#5Xnu#R@s`j3z5cfuz2>4C3?};j-`~2GCZJmbS88`ybQ!|BZMPU? z=&$zAP@PGZpa1VaC_m7G?4&E@(Zza>a=BNQGro>GdZi5MATjOf?l)h|$};yFw9$JB zF+#`;#s-aZIhOo__EOOkbVnKO-aV&7r_3qF8XL%%Av_)Q-0af)KxDW6=s_<|38^w~ zeHd)+|Ooo+bX>i!X5OW#obUss;s#6)F(6M zL5tha?I%&sDZf35h7J;C1s;z`2QBc15>jOa{@dAd$Nlo41#ajdQC7bfxi?@vX#Lh~ z`w3k79jt>2)NBy=iQj|T6m%NwUPZ0si>#u>O?8-*;*6^;44L>2bGnpW`eL_2}bAU zxpF!>o#);7G1d}{&jB%UD>Y)KGgS{*A&zRLfC<7{tQ1ZWj&CKy0Wo*{VsFfu`^VnC z8nX^+^Jof43HJDKDbwA$DCzvN_p0<*dwh~)kk?|VV8`6}meLfE60FrX;{7rkYptF$ zK*+~w?;#I{J8Jimv1ycey~0m z$$34y71>0+dt1im5+GjUI{1<C^BJA-<@cfq&WqgfXUEScvyxc7cWwkHdx2r{ z83P2}yGW|(P6}^q@pl4?*6<;hMvD_I{C(1ch%_3AuCp91GIMQ;f5V5Q+>#k{K|y;X zMa%s~a6TA7p+Ozq%I?^_jr6(%Y1BHOZDuEQY0EbEZb%edhz6{X+XqIzui+EWzs{C) zG@DP22u{obCdv#qQ@ebGxGM<40)m7%?>+H35 zOdd`i4vEhVBq({~L%-AiI%e}e9~xmyIpeM7u+=jkVp=J2tw}sH2fa11T|Wm=*{_JMCaFNAmXL21|Oro@t{ApUM~@(0=nNE?}EC;rRB zE%__6Q<|Qm6L~+TzUqwb`OB7OGl&Nlp;;`vtw_UYG#qH&ZRlxy6TIr%;_!kD0TE>H zIAm|~t(U8ohDE|<03%fD4a8BYYCupq4ncc@r)<)ESV?I(&^X3ZEt^L)%y>0mgi0-8 zj7n7lg6ezLB~EB1#A9l?O0L@@YCI4%j()N`rK;#r4RUmg2(qTE^ey!s*PyZjAgCGx zstti2(;x%ZcoCv3AD77Bf#|w*i8=M~t0|2;)uWnT)>?+L-M--igZjOO+O#SjX-j8Y zKx!dDcgdlPzGUArYL@U>Ob|AqikcrUZ-YXWfdfrrM*8>JHrPr#$czmn=$ficzh&FZ z%h;f*Z4p7n@)q&Sp?RwzLFbfM?#HZQC8ps(+! zsQ$#(u;4kDmH|?C-O^|vX+m%o_G$)&;2IA^jp0t0#cb4e8Guo$!uPyEWkggO5L8VR z)W0n9SDyC`ih>R%2peZN*Ysc^JX zRMH*PKi=f?m&?o>QxaJNi0m~TEa&I!jpsKlwN6T@F~QnYb7ED~6MjjyIBFLm;K1cn zI=?y$t8@wtBu&^qpH=6c^#+Cg8ZRWu)r)+5ggJ<)#)}aJL)n2uY%F`(dVKE0XSWy7 zvO3pYtzA&$t*O)bvO3RCeZLsgZ)+eUbaXL1?bz^&Z5W+}1YP5cdDwd!R&oX}MigXf zAd$ucQPbDa`!786wZub#d#Ft%1PCg}cwgg^@G2NKhbgl9=t+Dt_gSu80F_NdChdL}ztbgjb$EJAg*>0G77(C?1 z2~p+vA<9C6&dC>f;;8vDcoCv-Dt4Fw4IYS^E=ImBciG4z2?rB|jtSocE;uY_1`k9{ zhi2(_n+A1gG#W^n7(sX1c>XY`J{dUBT(ylq{rlPWe0m;+q?ViAyF(I(1#J_WqV4~n z&}0!o=9HHo1BaDYJlNX)fZK%{lp~9X95umdl~)yAH0(LZpbkv~3A)A?!~V=5U*z4H z#ury*F{RlfI=t(Ty$1OrhmGVe=tK?69qU6iUbr4LYG|}DFYC;Aia~iXa4{Oc5gtgR z;6T%uEQsfWDlY3$G|o*sI=p%`C@%&Md2wk*H5u==G>ss=#53yfw8lezT%vJ@r{#z{%-pO!95>lBQO2euow znXm7ToZ4klx0PynNxr+K50F9bxJr22OiL~$l=}7>5H(%SlJ-NDRpwWKmT5EznZ*R5 zQ;3I{Iw>7cP&(DYc68h#99A7HWQ5N4LdK)Bkf3v1C9LVgT!r^FT%w@WA4tTS{U+|0 zK_fP(c`Tr)#MyRUUO+5p6^*mt>}9(+LN z7;)tBe#yuCPE0(&FuZIqVMZrsBM-w%J`8VamfEh$r|kySECYx9GzL`vzNR}+Jgz~F zih~Kl#_j3Hu^09l$SB>|>uW^kt*@zep;`4q8oLYR|y{Svv3_^3^-JLXg>>7sL_;PM1sdw zEMSKYz(YyGS7>?vfWG3Ocj(Z8DXi`zMIi?rIua$bDb)f%=piGOj0+DXAKM~jK4Oxh z7~Pgm@V=IXZ1ECK(4nS&3YltBbWqWvK|0|<2}YvO&2*o zr1jT5NemKLE_p2KH3^oNzv)e*p}=#^1Uza9kp9EwQ%6O>hV< zo{J-&i`-eVUw$|a7(OYgYPO^2%NNomF_fdn>c_oH>OK3V#=?2hh7mIb1|-&$}5Rk-kCD8b9X zE^2q#H8habZY!1kw9I&eG`g)U3q*bB<|=SrsHenQzR{zRp@5wBXhdSD@-sc7N28hpf_~^0bl^FZn8rXfd8_7Dm@dJ6tuAu6 z3vnvQYcD>U?(uGm9KHAq1?05Xv*5nb(Op|JKuo)BUY9h5%!+Ju+ZYPSX%CD#EuHRV zibfBNmIa~$8?Ev;ba1-vw1wBPj$xw+1>^)a;%N&SofQY@u*F#*Du_ue`GI;!F%Ag2 z>qZV0lUQQvyf7z{OeA#m*8&1a`K(I{Jq0wcN`B3-;08?>HX0j!Mc{$3&s~JTMkI>v z5(%A2aQ(N7+pWwcg0%MHqd0%q;!^~W(q4R&5@vPh$wn_ehX=xb-6%!+6U zO4bPW@^+640rndKz7;B>1lq-ov39ufGCR^u!YW>7avYXfS}{m zgtBhuv)!h2P&IKuYuerC|Hd08O0x>C2OrchSw!UYs$Y&3&4qcLn3hc>qLQp3LCJ$T zDZ=c%YuiD=+`$B?=daWS@oUF02dV)<$Lr!UZ14xw#TpM}y!}`P>m7sI4+9scTD|m* zIEc!?fr_^o#U|r#yAEnIG#ZGw`RENR{j!RI5>=NvYvL#XYhj_t4AXZj&>}BP}8bdH4!q@}Tg= zR-$=KsoPS&M?Wa0IGD&Ccam+fo1e4lHpoc~9H@BJjy!rXsA|`EAmgR>dbZ^6YYZwi zjRqp#!_+gok)~i!57Pw&Eq4}^B4`W-Ig5h{(i^sqxhu2hdVZvu(xO_H#v96ISwr9nPYHxan%a_;i}h3yr!SIZgw_Aw-K-N1tSPMo^R&Q^3!0AJ93 zI@HlMy@iH^MDA(UdBr?!oZM?zP>1DiB+?EIFRl(QcNZA+|7EkF*>n2;bPj}N^%nw5 z(`P1}I2Zu_o&&5dIA-92oo?!LA6(NEdl(W~&T#``ZTuPXN1m~@20=m(6R`J1>#NE4iYglk!V%+6qv0L%S zcO*T|6lVMqOMyx8#Pu_eQ*WX?1isQi5Chj5t34$7B-1DT(%UUQVme6cyotDXrrG)d(9hp1Mh zN(_L=n{UW)FX13V@_mEvYzqCJ;`1+`|C~I(;F0}r1w9J$y>Ue!3t3_;>IFXL7Xw%{ zR+L3uPCpil#sbS#*J8A12(RzC{e8)NR>E!$A{d$Vmg>DVmurCaG**;lU5w`m8VfA% zy4KsMCoEWIBzq(hhBIK`VKxgM02^R4_WT!PDd_=LmYD%88Y`L?x|CzII;yeaEY$5C zEiVcSEH~ZqSAFZmdufshf`lV@s9d%9qt)RfcapiBw1z=HdOD0g0|!lXT}L zB7hAQx1%aHkz$YxA-fa+7wmB#Fp^jqjNt<{EVyrP%0exzkpr6l&Z+e2DFGFr_?(<% zUaH109@qv9`fEOYeW?Y@wq(k`jTx9Ay%~_w>_jBT5_7lmHn5<+>QkHhF<5pb(?D&s zH6$o+`IOo{BiWU>b{nsY3-U`oxj+9X86~%oDm;({&ZI8A@#iFmIukHK8kDF?u;oi- zLrb)V1m!y$T{|a7s*b9=Z|8wNNHeWIH$EA zv7Abpq-0J*Xh^upBp9z&Zj^bCzwaF$+^lohPHOMK+gQ{D3+n5UTx-G1_-kn_afc zCjY4am!>SYd_GUmV>SS~T@SH9^N#z|>CRgW5)3gCEE)7A6cQ+| zdKA-jpKOoG|FG!ppN$f5$dhpt<5Y#CBG_oG$$NcR@cU;SUWS=&qTRN4a{4`yUgPRxn){5Qd1L ztaIol@atBe9Qt^myB+3Gwa1ZqCW!m3*>qq*9?7d;9fs!BtrU^GI-cxSjiGsUV3F5| zD}~i$s4MZxa=FYVPt`UWx@U*1AGwZHP%Q~VH#Si$WbVJ(U;VWe!LEjYL16&-dkyj% zb0^I`0(52n=XC3DR<89zygvjLG`5cYeI&44 z@>r;%@udVozac@Rp}?c+v(-SIx^Ro!e)T!T0@FJVQ^+FNOccqE!2!d&4nvjAN^h^9 z;NrOmMGXWFHy0JHlXCCsmkWaf2Ial5BHa|us>Xia>!JW%)obV9dCl9eUNacrQyFYZ z+C(^cLI0hozpxAlHWvV(ZXtX$5K%Sse)=h660C>=AI9)VD-42f&U#;fn*@CW~qyOD4NebOTH_!MYjG+H*P&9D@5QJC!-^0PBpexnF zXYkT=YPEz}cOad{1Ksr?cj{-_8_pO7lY4C$1SCi=`J^=Y$M^&lq=iqRf$DNa`yJ-n z30*+5DVEE~RfQ638VuttF+8wc@z^4Fxk!97O;-b^_~;IY{FG084CAW-!FS2apE4;c zI6=IrA!5eVaNxS;ah2Jb+VRM%g2XY?*0hk|yy0=~);5Vdh!M;Xw&cb34eTPW;ntN!upjPg98`ri66~{O)P%( zv!@3LKD0gc&ymX3ukGP@DYme>4P)c=4G~KRtVnh17qMJ4)XQRX0zGiYAz`O6AN!1mkU!wkWH~7j!n_NVgV6?CNI0ierQ2 zwBiY92)NUH#003x%a#c;JF`Tj776wOHDGOq z@LI4Bny;9IsN)OXc4*+*L|F7LOBgs7m`AfjjSUGOHqx0ToGRpo8^OB;4Pcus9DGQ* z+kE-Jj8=|NOCwE(V2It|c}f!S5aLwThbn%x$rw^gqTmqWxadFVzCoLcAubw6hm7~C z^NjAcm>ki6P9vj7Njql{Oc{h|V0xD^1y|cjdX*_6c8l%x>U^2KnVA2j^IP=XBORCX z_aaETc^aqARss^4yW*0nsJty+dbj6D+SfQ^g9o~+E*)*^omR!Job%0|lCEBy&jAGC zHAc9r&SQ*{7Cph}AcB(TQ6&g%Iv|e?V3bhppB_ zo|d3r?xx&P#C%fp%EIw~4i7-ieiwHt)W|eE^J%h}w(Llsq zXIY$iyMrWi0Lg3_I8gCC1qYx8<%u1Ey1`1TqLugQDx-^ny%+5S=Xn4WRzZe}9C9~N zNmjF*&(aQZ6N?DKTM($@jCab&?K}%MUjr(ZS9T@}NYuHd z1MvQYyQCkJbk-UVWS7l7m6Q5Ev-v#R@DMIx)7NL3y(UpSu)W8BJ)w4R?+Tyf(r941 z#F_fd`X#9h9JsD{Ts_;tG+PY_zUxswiq*`Pg6*$0j;RWUzW%4W=~b9u^*m)kPcnN8 z|ARcG#sk~CJdcYVpE{9@Rg(5pVBqm`6&VH(%2kaAw)c6i)UYC7pHmIr1}DV?2Zhqb z=L3WPM!>JHiq6+(%ylHIPf6<%w*^h}(lak*a9`3;UJIJ$RR$QH*MfrAtD$5Pm4x1# zWM&>zLmkXC>o#9yg||t0C@V0*>P6bTm~VMsK+?BLdXs?zmseZWDf%8`{3Kb82ezxc zwyb6^d)=Q|qeP;tMFgYQKGIVhub9V3I*-ZRX*4ih<9SoRsi&-Y|64Le(@JL`!Rgsk zah}qe56hvXE7eM=5y5yX%%%E0%&B10aJm?g5uRJGSD+HDDjsJgqvO`hDnR7*W|&v{ zIn1hLJkUkTbLx4m>b|ow9ptqd4SDozs($mgg$}YQ0Kw;Ztom8C=qz`GJk}zDF_Obk zy+#qbUgOn}`seBFbhhNaI;e(lSmf1<<|>gFfClxwYCN!ceJ?eNJV@Wm2L`{__o8IB zo8%5*2latmQ1E(v5lW&0#i)G|2Q$rzeuJCYL46To1twU%zDPw6k?_hos4rsRz~#q= z^WAnq7vGN<8-NJL@0$p(FO)6yBKwPs7Otx8Z|HD^+NetR)#Vkx?p5&e6+?A;DV;oG zUG!=(>0_2Th_0Fkx;|w&Q;V;jy~u;Sai!q3Sq3UHm!W~GI}E@q3DXV1s`QrGns>k? zlfAmFuFEPe=SbZ^Z1JHZ^d_55c@bT4tbOYMr55Lbu8&jpQG?o;D8XCG46@ZoE(sKU z!ajFO%=p_>FL5$E30}cun5~i+3p6E5uTC8^)HrpnErg0e75)fTQ)wVl%KIT_Vn=3e7OsVEIpCGDkEmDAar zu2!cjZkVo7?d20eSu#G<9|V)iqs9l91d5XJp-vo5K93q77z;GDmLIJ>>jEs+d@KS^PED-P-*IDu;Jsyr*IETF1GFTgs97b628B_hmB#~J?^WN>k+k!^NjJ7eFa`dPE=(X-)1q0NTbDxwwZT;WDt=?0}(GJ z{RRlL-Jnu3aG<(@Qo3)}g7RWLIhoC0dfiva+)k{tLR1jniV>4j2G{;dmR`H4feZ5M z5%MsYN=D2b%zQmBW^6iyxbhC6j$rH>75V)*mS3twbd%id?2Ih7BKmN`ieMkMDt7r`WHSkbyCt{j~dH^S%E%R@AUr}-hpu-+6G$ec; zkzlU!o2qN=)rO{QUHR@J=^}QBiIYIq&6un=+1!7CTQbYqC8UN0b*xY_lV&wr^J5Vs z6p9NC33t=EujX`j7he{YZ1|ShpazGG+YuQw-lx3|r#YYOmMp$^NN9jTA8Se})iU=R zmJym#iwp8t-t{fH<<2wz2zhUSK_APzx*sEW(PV_YTU?NT7%BIbU?AD*-%N|R9VAv-T##S3g`vAQk@2@=kvVF67Z7w;J-WIDWdT956QhL?kf3b3 zBSw(hXuDm+-rbQ97SxSnu{4o>K<_XV0|xyy&)BErdguNg0?D#ui?uB#NSkr2k){&_ zov+^GSRWL$(Y*RsE{>5`g$Yu>e5rQPE0nvfx>l0UHV!Ob4%|Xd8{lewR;7m1JHViS z2k!Nvcs-#*$2`Z9U8^y_vS6Tjud0@lr`f6~FTQyEC0+mI&DserEmH`lsS2S$bBWW0 zGhC9h@o^qLy>%@@G|h@rR$!9NAT4AX4>|il5gr{qq2^Y-1U#8%`rcw%Yl+-mEa{E8 z#BI0`aLW@w9d>Hwr%DI+8A<(2kTXmW-;5FG8`^}-c_l4Q8*dE>+B+Vt?jdWdQ~31` z<49Va1ho$f`VV9Di|ll^Taw)aqdyUJ_u3S2WQce_D&l;)nU%8@x4vXD;)Md4y*P^)vB$K+y5=h`fkY68^=xn|? zpVGrJ-jg*0>Vt<0^1Bghtdou)=`6IEfdfN=ZuOkT;&nOOOiyyY1!&(^FNOy~-|;k| zSw3Yg?SR+av|I2cpYrZu))*vc5zFc{y0xddi*>dnC!z!9-l3izv8)9dB0PhW2z3ZYwWzFs z`y1Rv1nCuC%IZ;2Kev)q-gpTE4P?5nO|_~v#^AoT2L&3m&ozy?StVQW)`{7)NBi6k z4k;gV^I9ox6k|#xSLeiy9mj?cbQB<4ZRe#2nIlbQkB&kd6x3eK+O1V!W0~$BvuZF< z{g9ixZi?s2T)n-$DXMKEoP4!^C$-LVD+OeEm5ja#!f5|W1~icAk!DjfhL1FTED+sL zkJHexv3y=lo)zV4wtPT;o6Hw{tSM>l8z3`|ZvO58gZra6w?2_n&D1j$yzeEM;cZA; zL@)-Zc|WcuU%#6A){sORkr04)Xi%@dFTLtEng)PFL&76Ahw=yo4DJu&W$?{zw%*ci zaPAJ0Jq@B#XyBnE;R`XR9IYGx4h^^Cw)nQ1)2s}OyprZdWQZCY3cg!y)n(rsI*lD{ zSCGtfZ5P`M`_#CH1&;q}{=LdhizVM_CwR}GiZIkj!2iEBKD8X)dfKl9jYWuVaDe^C z8oSu7dEZWOn|(yMh5@oxovr7^f|qnJ)in;VwZ*B2SiR1@i;#L*+#&&AdrhWaCZSXO zyvp|S8V3s;|5;g{PWNz+5xi0m8eXFSSKB@EK5H+#*Eqn|b}|1p^>4oHWfunv9NHtv zEZ)@@y*$#u0QtWti|5sBx!&;u%7WJ|LZbsHK;N9tSZM2wu7G^>YM$q#plcwY|B128 zBAe&bdt&&KWrrZh4Uhh4?%RKrsedG*DpBF|DNa z;8*lm4_#8iZ-VL-(->NWr`ny4$Wx<%M@I#EHfT9YQ~(grwV#$jcdD148WZv(c;4qfy^^#ZEohtcDUN!bO(V;X^2D-J? zL)pE2g{#(9*Z;K4*WOUSm(?9Cs5czyg28a~(~qOU0*A3sVEld-(l9{QBe&}HY%`~$ z`>c!8Yvg8;fUlK@eS==gdCx$%DY`wOb240duZZ73G3{Z`qnCEx@6cBHmM$aUefwU> z1_qjG{*z+b+2oO$cU2ENPUwlX`OE2Uy{ptpM|s9a&yqdB2C<&|>_mr>JE4+dO_Pq> zDGdm`c^S#NS*r?$3{(2RKv z7vb)N7MZsG`L2OE_o1NyHOs0@(D(E27%G@)^`zX<>xW0?KkDoa#d8|X^8+oC^;v^} zc#;4G?|Ym#AQX*xwDJg{Mgx|P8 z(EK{p7b&`}(V#MPLBac{4v5c>ZA{+$9Z$=q zxuEd2qwu*p@;*@~ws-5C_Dk}XL$W5-DDV}9*idjKQ1H_4nMul}i&}%GIn^6ItOGs< zrv?RQXlZqQ-?Yll*4`xZ7?yUiq2Oj)CE{?<>0JWVVPLbCLv64N?1Zhz6<~oQgUJRFO8pMa+`6IYsDVw$rLrTIS6o z&}vN3k}J8UAZ4et!Oz-KPAt;D%S##Pn z@u)5tWJT;6L2aRK!js!YA4=Vzg1TwAtv-Y(m$+vO8eoF92?aJuB<}T$wLT5;og@-x2UQ>!6vXd)705|b&R(-9C^>PNtU?|x z=x{iwdJO4FZ~nYZvGnRf*p zCyxMw{rx!m8C|zF^EyqE`6&TEprPP)T!A`w=n0UFt^@*VWbl6w=U*4=hy=+FSAm2E z94hX{Rp`K$(U6e)p=9+#Aj3h2j_X#((Z%YdSZZGk#$u8n7w7j;!Q1$umm=K#)87xH z&`@xvg5p>*Zhy%<1JHO?jAKJXQy1!VG)qmxmx6XIdrv*~uM06`@Her@NkvEG&ek4% z|5y|O2Kz@9Y}O>A{eMe+vd4rC))Gk0p8_#j3S?a$A6l+Ow5X8G1W1~}E&&=8tT!U8 zk&H_Y!FTc2uwagre7@QgrSEuSl)ME7dk}S~WOVdp<{lh%EGl?o^-Tr4FzAd?-x_4_ z$E=RFfn|LRt6N~O$8v9*1V%qb?i*zA2Qi<@$3ADw$Jv8pK8J>a554+!tTwaiCU1V8 zFBhfvfSBZzOX zi^9Kte4Myd1B3k%Z8=m=<4lfciCo@JSy_a;WjF)Lx{M9lxSsKon+}Aa#R;O;DEzv+RH%5#WN{ zZ31+nygFI(h5G?bfP>gVI6voi9uFr}h%JPRjK6L?oKPXQ5$0p(a6yP5yo%~eA)vPS zY3@ZH!HN}7{2<^$wo-b%l`$v@5|j~7U9QLWRE5|=NH3wV8ado?6k-b@jl@PKRESB! zZQ%#Ip*b{&AiPS;i)(e8_Q~W}|0%L$FKL`Dit$zZR|X2wYXK=;bdY(SPDwAw(!^P7 z)HJQ?oq5v>Bhc2UpuH93mbyvPO5cFTTuCtP)>z{wM)S?FDPjF4gWt!OG-Vy; zwz#0a98miYSW6;O2dn#p_3e;QJ?%^jYJPSF^A-(O+}0}x8ackwd~|G#9dwT*ot2I( zvmR1dzG`a|T^7f;>5fpo78kh0VL%hBM+&C^8(p<%yA?-gS0 z@d*7M0}4`dTDoAcqC>W{&^mcKqxUB0YCzg(zJ^@8s0qQY36EH9?C3Pp$V{A-4*!{sF{06Chl92N9(mGP*D z>sNVMtXFiw)o*9zuXnR@F`*F2{OI?+g?IBnAGHfkt!w{oxAqnO&jTqmOwdRj={H+- zw=a!^-)z68Kd3rMgE`)KilRadR7ZvsY&&ys&G0zP8Wzmgw&$wbs;*-AVpf)P1=?hG zLX8u15J^K|VN90oUpZgM6>|P zY?=92$&6C~KnDHwMs-t4f!j&ycDMPN38cAu@6ejhtU;1U!62Ef7sD zW;4z#nG8uWyO^MKYPk8Cb}{&IMbfQr=d3|NddbhH&nTI)ZD&-7pu6nT12T@txw%#u0cRNU}!+o-8|&b_hrDAYABsGSf}s|)T> z9TGxZOi((px&FD_aT^bb%?>08o$g)zD>W67qLs`6cNA>{4D!&QDa|4L8L%LBA~kYN zYvp{@G9*$n&=_e>S2)o70PDFovpR^>1#L*_U-RwcSpP^bWEXTb?HLaklJ12;G2P}k zVw_Q5(>%@I@O!0)FgA!_yhNK=n>^ALt=WthrQpnX4H0IrhKqBVuUHHm!d1h8>*MW9 zz4kcyI$uzrpKM=F<}}*g(yhG9EcUdx;Di$(O-2RyEn*fl20Eme5FcXhA{*)sB{e9X zEsL|s1M{Eiyx>QG1?y)u0<%gI8!Fz1ip6>{d9YsmX0~1|S#k69e6BubjE2)OMq)0 zQ~$ZU5aj|xs(mz?m*3usMn(mVKWVq4Dw7sN3NE0N8#2PRmr9mDx1Jn8CF6q1jv7Px zqs=&nuQ47E)P3Gw(rTT>e97waZ^x`E4hK~Is9Tk>wI7K8X>4H)4Yb*oL3w8F$B&u_ zc*b|r_iU+?*iiBPb_*3RBf&$^GRW(tWq_iO+7;34J`cBowp*@7qeDrDPt(xp;6Cke zKvjoNt1lX7a|6|=KFw*MEf%Am6tjin*HqqzY1Pv_ZR*s1g14bA%>#AUt=|_kq5nwz z4{fd7c^7j^rqAjg;;DjQ-7@_zE;6{UhTL-srz}=W=8*)<8W+5gJkN{uY0h_^kCf*c z8Qifv7aP8GH&&h%E_iQ*wqDVK+0I+Dl&l;H%nj&PcG_|==f~AXV>i%Xzk|Hf%@7ss zWj!h0&`z9}#mmTq&+odM;0PM?_XJCans0Wrqr&eHjIPGAK#d)qan*D=b9oUl&;J

3jCClh{!4DM~h)a<|)aS(d4i|RGXcs?`S-UX&Tv14GARKWr2vDC^bE$>aFkW5t$`cvK$c9 zR&e#!efowOY2<=)SRkq`1n6CT<{RE2961Cq9tg87>Xz1XC@`HAs((1&m2`a+Hi)1P-Iqe=g6Mr{W`cccNUZSFED&WoRLTo%a@yPHJA$CsU|W+`DK$0( z*fAm#a85UTF-z<*FpgFOn>CFLa=UoP$m`q1c&|w?_a@7~MTdx+?srya_~_>z1J!mD z@R!Ns9+1=id2cVoXdX~wBmZ#$W@3-|z-R($YzSbH&=$aUcEZ?4iwO!C)N${p6ue0q z&HFVn$eH)kJ4t8MR8=Rla#98RV1{~shz=2~CFIF6{y6i{mM{PpNGJ{|fxsc*ni~U- zHn|!pseOIS1NWGsiv|D}x0Tp$iN_*#8)8=LkG2WUs!)z}Ysk%iNbi<+qkkSkY11aGxSNjYIV+}D^!Y{nClTV>dVm)QS>ewDe z0RybU!m?4loLv+7Cb~>vm z_w6~=g;-6H9E0y>XYi208YH9Aqzh}o&;}_)hlogAFd`^=ZE0?gx6I?j1&;tyA~DjW zr1y=PM~o9A8*B(*-IHUw%KTNHy`G%-(|AL>Cmb2%EcZ6ayjbp5d^hya-22$=0?dZQ zQO$1!)Yx4DwzE0k)Hj+17MaFw7m&T7y9jwT7)?Np4FPOyWX*J1%y*oB=-9}E20d#J zZ5ryA#cvQE+8)LkAcpmnZPIgd@|OAI(4KMt4hbwk+f;T$>rSK(4bUMvL^QLp)V&Fk z(UyxKK{LbkpFn&PA_iry9q~Y+%$1_dIHOzISg9SrMl}m;l&VSN z&e1sD)2!sh`x0ca1NY4t1MCnFYunk`^u&MuceJo((IF!4uqs)6W_2`&P$XlDm4>eEh~7g@DiZmY>|L-)G!7%jP| zL1URVwG9^JAIHh{HImenYALMzB_XLx14oCHOGe7E{yIi2c!$_PIN9fDp!y!8@-9sH zYr(!XKZi99A%WsOk7B;%+ZhEfpc{lRGwK=NW^BmKwp*Xl&#c4-n5{-bp6+NxCo{T| z=ZL!CFOPO~4z;|P)X&~9R!N*zR@7)s9@F3u@qR)C?G>SmO_>HstP*Lcu_56{trDjC zLF;K{jKc&;?iJiakjDghcT@7{C6j6JHjHHCAk$>wA;bh1U8Ki=c=%?X>DzfHkph!U z;sB@~IM~0Y86f9pja`z7)y)$|-;^F`=G%Ja!oU!7X)z(hIzATrR@vH09nHtOnIP|@ zZJXisl^aZzWbMl$df_0V$`C-z2U^UEZlEvblcV))LmS`e^0#88W;3Q+ekMb*Ca#p! zaE+E0dd*s(N6vqJHfnJElL;mD`&o)hkx|lBc^gis6g{g7B6h zd`kD|(%L(1;d*nSiRb?LMaiZJpEZsO>YE8_e_NKs$eqjz6vVd^#A*VaS9i(ap_AIc zf;?sLm)Qm99>w4q71Zx1@~v;R=j4(dX`LCbaY6r+-8$duE2bY;#gfKpi+k0@dY%`@ z8E#Tvn18xYSCFoEJpTV{cSpkFYsa^Lld?hQkGj89x{tE$S6rgt9HoU8N^FRrZek&l z`BEPp(F}&7;hm!Yg9z3gr1`$k)TCi4w z80by~k7i46U*Tv93^WvcU}bwY__e;-ke|pE^r0356TT30;|XiCP7XT=lWDx<}X8XFptcA=<|>Hv;r7mov)?pmvQWku;jrxmP2 zTD;a$vgpu}jH#5;YhFi-sRkMfVxt8eZ&b2)LpR1~AwmH~ZDsQ!JEN_td+z5JmyJP( zj%3|=G0Q9OIl$&r&u7n)Th7KrL9Wwm=D=11y*$x!%Us7Dvdn#RYd{9vf*w2OMD@n}b6IuLJ6CaC&}* zo|>Mk&Bv_dht&Ze8T@=6y-r2@8Q=-(Eic~E4Vy<#F+k5})`gUUI`xvwqW)SvqFr`R zi^a}6DkC`hYGFgqY$1UvKB9_!pzOqoYuJb?NdZNCz9^NPm)x-VqBI9I{lFSIRd({k59$G#G4X_}rR~m%>+c0NeQI(JoXYI3;Ou+lnM)fi6Bz zQWqkvY?iu>Wd1R1o+N;V0zNn4Cwt+YmKioT5krTL>(-J^2~}I~nmxhRLW`3u5seDo zXxvmOlnhn?qr^>%4E|{AfmFWvM`=A=aH!z3B6T^vo>g_NINkBvXNS#-MB$-?$IGJ~ z?LnPPr}V$&bjpfjSiJOr!Oq7FCJ{B|fiDajGjLpR$8uhC^RCtyIk&)I=N@1bdeeyR zqR%i7h{8h&j|3)ZI88Y$61b?~<+DE~g+DbiZ1$(Y1gAR(_r}bJ?$&D>rA=3}m-XRL z=JiA7;F1JT<9Z-V?3-bT2L`|)yPljgL$TN<+y3kkV6ZnmgjGQ&9`z32r|M6%eUY{?UrgNS6LJ7`1{O1bsNqh zfuN?(qd$MDg5GpW&);|*u6;V6DIpB}-~W&A{Ly#R|3Qgo8k5-GsdyOEL`m8NIqkum z&Y+H7R$7ox0zu7aZKaCIO{>IsO~5|Wgc>i>Iz=cTrkS`*hzY~K-~|<4e?^LT!1p3R zm;s$U4E19~fL1cO-GcCbAiJ@^-t@(Zis>S1goLFp9IO@u{ zX+^VaEL4sbn>Yo;G!tu$ZJf5x9m?*r^4e+_2Olz;*(Lp@a@dLbpI#SpbVf!G9wPp9 zS1ykKl3t~YZ7R6?FI{ZV_&0UJQtcwFwv&4& zmAb@W`^Buv=l6Eo^WV(YizN+=RX1&_pO>7@=%4A~0&4^S1a`LH{6Do-eg`jG5m63-+@|$Inp{Xvp?-Mh}Rtypo z{MS(=z1?mfj0gl7^nK##dobJ1U_H9?ZWb1;q_f*CEzSc~A9<>rB0Z%BCaAKKzHYas z7z-5r#8*Ve8!x_k@kB|Xc5g$wQ#RWvz3)*{=&h>Pe75g&l(yngCnwbUrTQpe+SWn6 zlNwrZoKlVRK-JGY8~*0__<36o;?IBbQx^8lN3o)W6^efzQQX>6`;zm~BzMw6^N%B% z^)?f_gh#FD7j-X<`onbdkk=qfCRDpCk}`2CCA9jrD)C{ZZodr0j#I0;Iic3CRq9K` zO5K14acP`d73YDfA4SUhxe7r=xp;b3s=ZDoB+=hlb()Rln@Kuo{Aq{AQ@U)~37)>v zvx6v&kV5Y-+x31;>k!Y&yeQR(A#LFGA!N63L%l!BQU2o;5l4tv!5w~&Gs@Xl0dn%! z`;e6@{KK^iC>C zwnKD#V}t~Hut0)&IXCHUjX0Q5Ee^#kMzLQPBb53z8Q-ZL6SQM@IVH;;pe9FYpea?F zN>jvO9TN`!zG^=XktUHAqQ1iYQHJgdzps|$fLFkT{9szXt ztAsq+v|dwTrWt3IFhK-eejI9&m)W+=Gw(IYaq4}91bX~+q_51n7J95~?a7@T8D|}- zjSUK$KA4#ZRXx>weOi#CsjUHXy4al+ngxoQGK{A6TeqQQm?VLo4{V(alPXIw z^GNo$wAH!<1+-vKM_HT{TfMQPoV-wfRtqH0)kcq!Hkz!br&Mx$NAn(Y+731w2|53s z=7dt)pKAN6oV{L7>5cOlkD`05$2jO>tqv>H+PQ8A&(GtkSmdX^x8Jg0rd5%-jW}<_ZT%f$Wp0bgi1-| ztf=2hC$Khrzw2QmXTu4lS6^l8SCfb9S6}S%rMkLft}nr6_2rB15vNAc)=J=k@00lN z_Knc+HUq(N;4XF#9a=u}wPfpxt`AVh5@;2mpdK7A8^OWxw2}xmbbR3Jpl8^(Y6GXa z#fOU!9861#@PVP=rmtW_7xqudtG#DN9u4sX2NS%veO^sD-CWS1nQvzk9K}p$o1udH z{Wy2b=8uPD+mHhm>_I))ZO%%Xh@uV(O++r}l1tzF2GxToI<#DVJ$sc+zNY`7nfKXZ z67F#PyKVz$3>^WYXyCf({i=KYtIgWKeMaDENk$j5gIB%z!(!bCyc!d{x5E7D#~g#U zRB$<2TZS7@FkcOs>1j=V?n@Ba+ekGY_-@4cvXaLy!NqS~lnN585&N#^wDz&iyn`eI z?c0EYIg;PCE`?F^3rMhD53Nic&Y3rXCb-V8&B!$(I3qT$W~h}fPNeM(qW)lq@I>VXNW5cFD`zHuH`b{`Ubn(_mn7 ztf*gSjx;Mh^X0;U&GAw5Gv!;oN*DzAo<16ag86o1QJbiV#_l|upbrzPl@Zi7?j}-= z$=#rW+iA(ILPRTSRzdgPv!vRs>w^>SBYD=sA%&`P3*cMf0C`|!LKeQjmBrS`xY4&EG zg%{-uHXvE#PFb7=((YP-m^A+~Ji)z47Ozu~0*8!G?PoC=6-`B}la{Q^ByBI^Z>JW^ z0730VW+u~V$to|s1%gqFjMG5cN7hz)S7tT&P5s}*Hd4X;l@^g1Dh&@QAJ`AQv?^H8 z(h(~#!Mc@&YtsR2i1>4SRpl#s{fX9#O1krZ^7YZLAJ?18u=PlN87nlw6#(Ec9jV%{ z_9BGbp94ztbrl9s!OjLy?60=wgV-MfsZ*@!&eB|TTma)YB0figIh!ES`@nzuK^QGU8POzg0}IVhDILF zTZ4kv^C&ItbXm-JA9=Wy4JKG`Myz~VY-Y4uheaX5d{Bp(f!fMUcR1ziv$2_LR4`wQ z=5RP{DlL&!=Lh<;6UBG)6F`-j-j63-&8M zdswFTyO$f=XnCmyxm8W@A#%%bk=uZMr=2U(+77fe!|h@ZTitQkdCU90U(&V4Nb4)u zz}8mc92mJz@kd(WarnKKI92vxYdntid5e4}VSTip?((Ey6+vKrAjAGi1(AkhBn4jU zaVueipp_PE<`WozwbUu^i?r6`c%Ro|r}!hrABW$w{pW91OKL$^lLucueXOPeR5apw6 zMpvcs9<|_<9WXm&IRub%7oVcA>ax4Hr4IJV&fEGgn2-b>mr{E|01g=+;j@&CXGhG7 z1e0t)6bT`CNV$U#Jt_B#Rp88mm$QJ@CIir25+0g5#w;VCHGkn`B$a5jVIu&5$lALON8(-I!Q8RJz zASY=o>qdzwi2}nWHmbx@d8X)Fr4!JQV5@XAo$sxEt8@|^GHj?%rSz=PH`KSlLyB#S zowW5I6BVa#Tii+jIp2@CXduV4j$kPjs3~WSQ9x2qYp4rxm|DYtK_Ao_H3&Mj8bd>R1Rhdu zz?)Q`XQBFFPiLEnx@?B^4kdH0u{J(L1@U!DOq>&1W~5CN_s{8cE#s9;pGSFpP|#jw zv~-4Vodq3F$qGf1w1EWWO-AX4O}>3hGUbw_<*-R=ZDEz+aj6|xP&baHih_>R($kG! zWT%BUSnusv0V;^EF>~kD5jl2H#FEv%q^%uHkaD+L7v)NC0cXBE$gLVkQ1S|7nxK&@ zkP8Z0Uan=fSJsJxjwFy!1kZ=pu!-rbzZoSOceCz)n zy%<2HHPrYJ@qSc<-oWddVvk{aw+zbwAwPhS4c+ip&+9&<!LF!2@+=p`*|B6oT(}6j#|#xPC5GdRqgoc- zOO|Dmy32m-{JHL@FoVqmYqQjp7|hJfNNRj5u9FTn)1!%W>iII8@y*OaU+bmKut8df z-DrM~`gd>5ZZ#dm>Hc=wZt7ZmCQWbyu&M*S%%;g8Oix9&3-hFh8cksh*WH5n|Y zdvWOyvYNfj>PDMY*wX{H`YtDAc7zl&Qez4a8B%IGi0cT$H2uVs9Wo3nF39>})6hiv za=KrqZtp6Kg6lgwT-kC`2yG89`kS{IUK&COY_B9Xz28?kU?pLkwane;|0XDMWyv5G z9=gaa=^hrP9!21qhqfp_bcBC$ke)ROYi+a|ZVi971Bq2rDLHCHo+d2n;pq3sAx$V?33-E8?YABPyi`+Sh6H=TxI$4fr- z-b~I85O*S!5Si%Qx?gN^=81>s+QPll(OE?wUV@A9{2UmxzZdHLX7+?RSWH7~_P@ zM8M&n1a>?`z==>o+^nig_igJ&WIGd^OG zQ8LKX(K402dTV*iih{c{V>3~ zNL`be&k6SJi)9&f2+;%8Rw3$jHzr1~*=#>CngN1-*;WOjr~6{wCK&L`HO7tppHxp-r(AKts;z_yf>LZTXRwM}_x3zDhzmD|W z+#c2V-0i`4?@qU4IzuzqwKcGmzq{o@NvY{)%pRp=U4` zrfQ|ym@x&X86jBDrlkV>S5@|i4l3kl>j%dVSdbUoq${>6XMwQR*@@q+mMQa%IR)U+ zK$>oytJ#~$(Y@b2#Er1(T(JEMvz4HAR&K5U?W|KfI)vymhOwki>5TjAjJM0eGlrcq zfDIAagY;MCPS}a=fUYq=GokmD%!C)8JruMe)+#kHv(9-Z8w6@kY7t1wQWTfN8%G55 z3w;#2bdcC(L;9wU#>}%0WJ8Ay0`XC?b$6^q zGQBz9ak<9J?g{ulqT|Gnt-HG|va4*1`v0Vu&*&*nX6W<7XpXQ#u)e&cP4LT{j)~UY z2&Prg-R)!FiV=!sst!6V`&MK!Ldfh2U6uMO7F`b%x)>is>Y2v2B6mc35mwM&>{aHR z5kfmFllqKDJhwM~sLB+wLa^Sp;98ctvi0bEvUa9>n1c$&HzJ#+xF9YlcIN|ibs--u zFo|Oodpje91|i9eVP0fau~fIX)8R4o2lKB?=U5@Bl@K!Z?s~VdAC_fNqPX>o9ZZ~H zuplbu2n{3!{>Rdu(h}EF{|nPKmj9)=AWm=eNZRZ5tX%uuB;nyh7c<&TV#+`SS$a>N z3-Kg-lhYewC`fv$F}PAqu(mHM$^;dp1;y#5r~cmk2ltNe9i%u@To9*cYg_C_;;6ba zX@YgCK4z<#AS@W)csbE+VraLq#y4p;2<$3WEzq~!ShX}JPjNw*+b>aC-!heS{ez=(2Gwr7O6@Q?NotSbCCX zA6e`Q&rWOU#}(g(wG0ugWqTnpYdt$s9;VFu#l=6W|1f=fwC+-~g@k+P)C#}2czZfs zLg>_6|5O-G+f#qWC&c!MCi|JP=7KuCGpJpic8^$b@6qYpPa|W5Qrl`Yc6_{^)0w-B z?h8)u^b{;5%c^pU4EiGF9DWjP@f@w36I@UyvR-(*!~w0xZjQ;)9X9={Bf^aC{!`+WkyRT*LQSL(T#9#NuMQyzK$A0Gm3As#&9}l z?5HvHk?+0k^w2?SOoS6^J8BGl`SxmzOD5N6o!B+wL25MVvt)98)`{PSK1k4kU zjyAT75y^B}7dW&oO9Wk!Q52nKd11!u+S_Pfrd<|iJ(|%*QEi0K8Hsu9vt~k=X&f!4 zq{yJJ%Z_{^m}xwW9X&$mjI_oqYwipuQ#o4yHBASNk(nd*QS8}}(PoaKOi&hyd@Ma} z<=oKKITy@wqeZ?r6|~v?Jxx?@KG2IYOqKA)%kI{~CxM>U8lieOYRC6mi!31_bhbto z`t0pR7ET6zU3T;;y4!*rAhM7~j}SUrBa8aXS=3^lc!0>_(?MfvWTB7VQe<(Mpe)jF zX(|?_SA7d_%lc^jmKYIqwMIPB^|m6OO9gG}LfdjPpUjsz1(L}Z`Fd7fOcoi<7V!CA z*s|PWo8WXF$KOY1LkY2Ji=Pr(nFrbL|N5~CY0vM! z$mqT1%I@hkn{TJ3`B&Bk$@V2W9IoK~Xd(J9WunXMj2t#Ar>DDh`0khNHiLe;L*~BH z=?+smMmOgX@vTU=%#i+QPpju^y2h>AnDgAW40z=De?)sN2Nps~2r~A?o*7%wWdv$> z$}*9u*KZ?JF%ihnJ)R-jl9{U4)Hk4;AWPcOHC@zO;`Mn*R>NP7ke@ypkR5dd&~X77 z)Y@OUUcI$kXljW6t3KlC{I=I)UB5N;h8yzLfpczq(>|D1jhYRC|Hw9hJ1mhFf(l(m z4B=|*=Rmf6A9#vvAFureL^-y?X8nLf;zt7Kpo}kAzxM`VWZ~` zs0Al*IYY##B2qZO9)fLC_cjGvQV8~N#)#C4-}Hnw&Ty}MG=$E<1nJd~G`Mu+;b2a7bN&rWdGY&vqb`M*=sR&Ye2qZx z;1+;*{R>c$SL-^UrKjz@OJDlB4o3u`Em8bT*SV-8w9J9}mZ*;j(wpDbfz3LNKk(KZN8!5Vo`1<_D^)A zg*JB6g3EMOEOuVMQ*fh{1u|D?G=H^!3K$^gLz{%j$=+o1m>9v5O9O}&Fp^ytA5uPO zzO;WL-RjYdshT-uRZXxIXF=Mm(x5}eo#s3HCz3%e=rmZ36TA&=G1^pEaDfPQFDNs` zm?AVdM10g}w|}ZFp+-l+RMC+r?$+MW;vC8vmH=YzS_#ZiRoY7LnP)Z;Jb&8Ybx5h< zA>^~>L;EMPO1^$YkNuMUvgv#_Kler;f*XS@Sev7SERdD34+S*3PxPgK9nM(xao`~& z5mA-}4b39qZLEmm;zP>SZ_|$9k)3LI-E{ADE{|CJ_{hagsP5_}=sRywTa; z3MxpFi?G0RiSwK;chxz|)PL_!WWd05Su@dXQ;iM1JV}P~JWoCvxNiDfY6nK7#3a3} zB%^}~-YY(DXwQ3l+tbM;x9I!d(jA~`v^DuX{XzG3^c$)sYOqp#DqsbeaZmg$3XS~U z3KhirTmLYezX1mO&5(UvL^3bw#3Q?j%v;==d-reu*XH6^x{3RL|JUdL_Maavm-(j3 z`CQRob!U2B=ym9AWrBi*K^FhdN3*3jMe>WiQ4Izl|I;(dD|3#&*c(wp0PwqX0qbM6 zYN3u3de2!1qK9V!4-6##>A2htRjnZa_{Y=fB0JfgO{dHjzuemvKmqVO)9tw$Y))u@ z+{@s2v>46-?^s3zaRv}BkqZZ|@6F0`b}>;Gv#V|^ zck;jPHkkQbv-n7$xHGG^ljj%rA5HH)dGh7g)8j9nPoF&e?ZYS2dtcvse9Uqtm^f2t zhOZqK^zT~wFP}a6r|G>T&M3)az-W;`a@CR?|I_n_)B9gOefsd(@e#|Lpwz;=aX8T3 zoK+X=d0tGa-AR3~*W|&&-#+{5$rDB?7!=k>f94?7)=e@%#kGiv=Z~NNZ`$6xyV2uH z^K_M@%#@V-qQ#Qzak;kco}#Qw%Vk%co*57TNjO0O!jjB%ch5T@31-3q0T=)?MV~X@ zp#GftzH?)F-ZySUfV^)2sdFrg0OI%DxUuhbW`dv#S;7R3hyIrl{a(LDC5Blb7;luY zzzV>IyK0{-UD-{yO?0{q?tMXhkcZYj&;K$kXxuA4AM6jj{41%2VWKBuU{HCGtJLb% z`r&T9%e*May*YsEVcbspFgQK*ag9~Uaqn*s1)U~)qb(f@|feGROH`wwcqv&etP}|4LU`P zdX@g5>w7M}hRJbIdYGqTuioj0&J&F0a{|u?1rJ(9Zs-lRm>Vn%DuwU*2ZL^Jd%nwY zP%3gme^3vE(sKi7&?(aBs9tM@O6h4-@Ss(A?{s*X4UdocN=16k%W-j~VD57>C5?m9 zqdbS6)6up!VXOqJYB_>uatF9hEr{8sYAkLyPtNtuA=W(nR?x=jU?wt_fCzkSkTj*j zppp@{4^<3cKgqFwX54>GFqXJ~&cW8+>5y-UNwHTkJbUS*&F$3?fNvQ`cu%iNrXPIw z5&}@`gw^nZIXA@#iUI5=YN&g%+}Uj(GOlQXK!-G0te}8=ryys$yaV;`f*fIh9$bN9 z{N}d!1OorQWB;JP_ucQ9e-&c}q@(Ll>W1*Jkw@tOyd+*uP?Rk$_ zYrOaD=~lgGaO<_W_x|(CpZ(3x)Ia~RksC?WapOInJ$}!;C>e*W%^JVYo%r`OHF-9E zZ65X5p$WFE(dyT`op!U*Z?s!kjrxszbRt-rV@z9$1uAg%$0xJ-hPH!$%uZ9mVrU&J`*~uea{j^k_FeuC=^5~jlx|Q^`*XUTp^ zwY^yo$+AzVpfSKdX86|Nu-sZ_U470HMbh_KBcfSRm3F1eZ<^jf zMYEv7{MFmtn!gk(uF>0N?%E(tdW2e|vAuXu7K&>0>%3RJK|B-+8V}sOMXNOR@(tIT z%w=HEdFbd=pYI0wOH$9rg+POn8>3pK+if4Q^q16OaUlzf>eTnUUixgHV_?v6Jy&Z~ z)MPA+P`c+pgOcmH{rV3BuMta+k%d9WtWSgobRS_kGlL!Aw9op z6w-ieY^?`No#c2AmcH0tJl6DJsrS6Cp14LueYL$21!=^4;ypDCa1XR^kmd>%kH_}X zgY3;U+?KsZJtFFS?X$Q@CQIXOM~;idr@y_rP@|yX*6XytWqW;n3xkg9x50LML^&?1 zg)WSn-_p})035X3p7@I`_QVYfD!KP);;mmjsC0YYC^IoeE-s?gr%9jPLBGyxwq&gW z2d%s4gV6+Yqs3=sB(qDAf@Dch$lLmCx83B!zQkUh0fC>FpG+l7zy5M7qyGX1ox)Sq zcC*d*@1=Umkf3loPm5ZEuboO(DPk$1IG`6f_@Lcw{HfjQdt>9&T;<@PRrspWdePvS zH`P~$1ckhJku@kD-W+dYYX%fFik#c5@9|ufnsYS>{35++ZHF~ssp+japcfu$wY&ag zeyWEo3L1Icn{~RhC{g83N}L7BS)odocD7T^%Y2op0v1$?Jlk#TAMlu@=2=66LQzxo z`ju9&l{#^5D$8NeDe@Ja24KEQ%~y&8dOoVoXh)vze)0539926sC>8#qRPQ&cUVWA7 zuN>yUa&Kr8c4GEUwE+Y9vD1PH9Qc2ov(z%d`u;BRI6~Z1E`hJW%-FmOL)fj^a z#m~JMck9i1#g`OZl5j;_b0joZ=N0EZ9Ux!=S@Gr&f))&?cTUG$=i`8P-Jhu(D6* zzWBq&k{vK%&zSR|#^cqgG`c+7Z4xg-gA)2p#*VI6cck@b3Kmp&e2xwpeV*|)iI1T{ z3GI!s;Z7%eObB^9cm|QPMS^s^VU!Qsucdt)z1v)X>-0-`4r` zVOn1wBq*SS>(9IO3ZGd?E8ztTDj4JGZ~B#O%<1MRXt+7Ix~-f`peTP^Ik#HmT(rI_ zV%18kTIZeav{uo9As%juS1W#Eq^G!HMOCO1$m^*MR5UBD(%#C5Tf3~OSWrRxq`#p< z-83d<6<1pOg6e+6Um5mJ)hy(?< z&Z4fhw?!tsHZd%yFi*94a&Hh1BE=PWw{R1MqG#ylsQOFqVvY11rBR55Tk7_H!>Ypc zQb8c_-8k$uybP5d2aSRTi^FtVaVU=1xp6qCH~I8tdK@$gabOzlL*5PDKtrLR;rhv| zJkrzJsXG{-7r71iMTv8L6s(S<`-rWNxN-1KJEX^fKu7~O4s^)@@1m#2L8GAI)_wj> zL+Le>B0<6JMIF*aBu$dAVwc{F0u4$mE)CwOZV(qDLBVa04%>sR^*aptJU$-J-zidEU38NYInS;zVw)A6g1pC-0r9|g1ik+&%>ZW z$@N)hi#{_fs9-)!b*yPF|3!oHGRtLY^I;4JEfym>BE%Q3(sKdbxI`?dxVeDlE88qK z>A66opyAE|b?bZeZkN&qmFam7w761-RvLJ$Hc>J(D7kro zBIIpRO3w?11r>LsOW!p9#G{iw(zP(?@D!qD?k>;UoA}Mppyb7fjt#PGw^57~3_2`* zf?Wn1q>pAn#VxD7%GTO9jf!gQdQ+(B^+8Xepy8%}FEVwPp8lXg$*r$@>V83gDk{Cc z&T-Ik^8kJ6O-7~X0mFg{_gy$0wTbWee3aWO?0J(#>AgZlLR`24AIxl`P>clJ^53Ji zb#Eh6dil37#Dta1`qoC^J%x&Ec+)K#l+3y_-@@{6Fdec%9$q^i(%WM-a{Bm>K=2fc zMKB?YG19E4N-*HuK!uGsncpz9+LGUZLyX+fKrcFoN*@grJgBi2 zzzludcx})E@Ntwor`6+&cN^4c#XbX8eu9D82Kj)E)L1^~*25vq2K^=AqA3#&YBorj z^`n|zxCM9<9o9Q%Ij!5<-dLk&VDKBu3BfR6gPg#|0W2r<20fY};)}Q&j%qKcF@S0{JCaiZJaoPsGb4!Dg>$4y_>AgV~8@Emy@D-W#I*mYx z1NO74!(DtDEp0!$;eh_J-SgGv^Z$}NCc|9;1OXRmoMrTw{c=2;dJiU~rLjwc67uYD zc`_c;Ej~OV^1at4yt@OtAjY+Jz0EY6YbheMkavw0yFBS7SE8EqSr;t=LWz5jrW)8_ zWAj)kBD8p{s=N=dd8`NsB_6Aqw|Q&xSSjKSkh;@Fnaq}Ecz<4gKw|>}iYANCxtu~*V-rR$A zBCgTu@hw?f&?4d*tv=sWx&Y(Cp%9j!=<_?`1w($9_eE;f)`<3gpQT_0hm$2!$z;?U-Pu7 zAea!mPu7f9O^QvPLjllZQv#I4z>nXl+x+(h8m9^PTA_{fi#rT?`kOEV%>| zb1JBbiVuRs=k#31_&*SSZtIQEa?TyvZ_vLFNG>O$u4P zPdSriK1pGUWr>0Yp@$IawrNT_`_1>>{Ig*70R)yl4h~XJ@I&)mwcen4WPWs1P^kkF zQ3DZzUfhCnOq<1xon?9ivrOFfnr-ibE5TAL5RsS}9^#eP8b<7((%j2}$fedAKJzM3 zx=e_7;V3!yxncbWHC%U9R-2#yjdknb|Ra z@k$~^43k%4Fi3sQq|U~Re6}2` z(!s}5lFDpd?kR|f<5#}ul5);!85Vy@wY^T(WkUE1CEP&_seYSek<23)u(CWG1w!&` zE=iAGXKQ5luYa&=jjRWSv=>|TD^$I z%~^Z|ZznQ0S_H$s87}?Cp)A%SfW50VY1U$PPLHSY+Cy-?4YQcgzyNp+#%TQ z5W*D%Xzgc`9Q|~{zzGgf2w*?87N0Ff+#7;dDt&`B!w3I)c+Bgt1h8fV;KhhHttnu| z02qlknbE_t%*P3dXCOes%Rv*8U^8nsK2~Wko1YJP;S)SI%M#BJV6Dz-vw2`_*{o&} zz^Y37-SwmX0Os{W_y($pMjRlO2l*u8ialcp~gO4m|M^4FIB3VmoNLI%~G|Mn5yg8 zFyd<%VeaguQ+k=cv@N_@OK?dhSS(eeV90-tAhe&iO}DqU_9LZ9(sPTs+-E}cF&E9M zwMO}celS>EjiLpvlWT2T&Hy3zD_CZYQFHLw9^F#dr_9`F4!XR$=p<&W^>i5GyLqtf zcpD((ZX@2k=MBDaDVfENCx;h_Dhp$JAoyG87rq(Ai`vEJn z!|Poeh3YI7{U(rubq~zX=d;Q9T>8oYjs-3SJc+>F8{DG2wmi18JtR2^U5cRA@e8nlz;~ zKH-vr-V8&8k`@ZZPe+TzbhcA}y4&DW9JuFY-~yLxA^M z?cSiHnsz22=&VHq92jDdC-;8ETct`%ZjAx_E@IJCtA~7XO3b4*Tx1YA=+Xm~FZCAr36LU`9(CQgJa4B+s)x~qbvX_DVH1!&apw4I|> z*`@m3bA3_`@4{k2bY%`Ty1dRw76J@HXxx<%;Q`X5#=Ss61f{q}4N8-rz)C8`mIFLW zgZ|imK0T>4WNJ$?EV<;;Rgi- zD<=`R6lVial{M&ErxxF(lvI^j4y?{y(yKMNyVG2vF(JHF;aNQqt}s5l`Sf5LRhhv6 zj&Wi0X^Xbw^R9lJYgHV^_Sk}+O&kVAP6|_@%IR)x<_#$_+E7j)d6{5ae&XWWos*Am8Ql3 zj+&h|mGZgkq=rvZfQH?Ndkyadb5f2sm;g=-vAjc{2GpjA&yRLudta7@#?R437Pg#o;OB=s7+7AE)&A}_CU5=~U=3W0vg` z^G(izOy19F_k&4=w0@2SLBMg7Kdq2hrS%mD_`DlMPt6~8`h3ADts4arB%B!da~G*G za3?RG*vTSFe>&nxcfodp#1@?R2`7#`9%ADpc+X!mNKJ4Jf`H>L+6=%lZK}Hz2l%4G z=zFQ1Sf&*QaK|}=R)a5fq&i1~AduIjFB`l!n^u!53eZ^5YIi8*)iw;~`lJ=D0tFEi zHtSgBuM1(IBM0qYC&oX@yJmSK{|Bm+n9LQ6reEz?l>D*+>u4n2-t-| zD33#uc(>B>-tkI;8w}v6uDkWa>H+WlCRNv#6Twrv%Cb@_UU7g&eMGAC zu~(-i)kirA5@-`>mL_;@CaFyT2m&a_-L^LekyMT~1!%aZcQ6R2v69@AlOTc8toi`` zEtY1F2RRh9p02OldNrvm7!2S@iC))R@J&hyO#wQ$yL-5eDUY7U1n_>v8z!VVMPmR* z{_pj>fzOljKR^(G*ZU3ciKQg3YYNcF|LVh9d%%a@N%=n~K?2P^4ejZLpjWidh>tXr zntK-pAym};m;GIDV_i~BYB@fBP^DMDx3HRIIRU;^>3fAM$@+oe0FUBD8^*jF2a`&G z!2ph-_)&Y%tnD`aQB%@T++jfm<=~}1~Ck6w!Eo3wToh^d<4N?kO zL4w4Gqo2kr)_D*d?4-jxbdrC%viELi1b`3DR&%-nYiBr_WLj>?=z>CP0s3e{2!qb! z*C#u*`tD$#Zo+D+H>85Gy&(4xL(4>2P`Z(W7R&LU9ZG^pLC-_ddG$?@>yN1m+&8-N^* zf&ua;^zG~6;+PJjvFs{1JMC~m0QGA+qW{JehS#&jc=hIdnGN64@wegegzE?ng@UCs zEdCfyB4EgW6ZzHai{XMw?r3z%;wd=n4A?q-hYSOLi7>~L;g6%I$Lg-Xtk&44{(cs$ z!wXL40>?~P$A%GkBDg=)Z%6r0X{IJZ6b$*VU^IS3QyS{9dl3IWUVk7BsA&9MF2uh? z2#EJ8&4}v-XW;;fN*7cJdnvzsk0~FrVT70R=7;Yg1--*AO&|xa8ASk2MzH@VW96>!y?IGES3>n_0jkF#FXcB4_wQZpys2nG zh3M_^`Rg~Qiyd`G4A04ePO%NE$|`DG zc(z}s<*G{GyCYRlxC&1Jwau);7R>Q@(|Mo(`#@h`H`-A{ zM;g30yh$X%jGhH(`$HIX?%A)Z2bFH-AL|gLMnok?LE|no+H_Rb+wUltP>o4g5)|@S zbX(O|v>?M0BQX|0LF2Zyqn7O*@|71s=O_{f!vP&Ws%3Q3mB&x>5lB$@#M(fO5Oa?p zuSTp_6p-&102QcWMW}(>X#bkFTDy?P#2@1%`t#l5TB{b^P??C^8R zY5B>4Ar|n{D{9OAfmF$QHSh>jgaIt(tZ#dz_FSiO5h#2SIsQxU+tsrBY#hJ02!;sgNE#C$cpV94?@ zR|GIWJEvFAR+n?VU~qm;FV*Wmn1W!XqM(>0i$fv$dGYhnlxEARN?X!ht8=C*n8htH zo+_t8_I~mE@pQcM7M%q{-y*!HXK@gET>S9I>FnL~Y&`L%s0H&B1;Z0_kP*S<#o5{T zr@)(=2s%gzJ}Ru!`6bX3JO@%Bya*OV$UQu#+(E0hwHH}s(5F*gE#4=T)K!XLghCc{ z?iM;UL&|4c1ziyx+SAY+@b4G=TDvwlEZv!kDOgfegRXJsdxQk-Yg|KL6Or@NKIJr7Uowj-ng0)PkI$%NPQQRy(NK66*v@f`*e5TJ7AYZjUlCCpa`{vG{Zky@612d^9Pl z5wtkT8kz)+2SpB0XN_pzD9dPqu|zEWfr5(TEjknA-@KR@6HAI|&>5WzHfPzw%~j~ zkXRN2I=p5+esxIGVXU~Ov!;ME4hkwo+H|^&7yjBoTH1gFjeB`6 z?$MmC*A*2^U`6t=1wjG*&`w5Y9lh&qQpP#pfPd$FIab@5mM3rM4GETgCH9-ZW+25t z;NJs(^p^`7>yMa%B&8z?KtbbEtFapW#E+y%YLbwzF<{?4U%owAtah5uv*4JKBoCR; z)PWjgL@JN1&#ZzM%NdS)F9D#w01QMDvqxLjbvXj1;qzc4hpB!;x9d8 z*7RQWDQkN{0sT|$8T~o$qzMibGPhU+xDRtKZN01R)3(ggb9e#1AVKAxtI{Zc(N|1D zVWRwmo7Q4{_og+IFO};kZY`bwDQRmcQR_PmzPnM-I>)S681V1A-Ve40l&#CG7c?iT zpbjCkh9FTvbD+R-(7@Xym*^vf0l)B3ud#nXvkDu>0Gx=ztKN&AcadR=kLYqZ&4EJU zqyB+<3yMV{#YYwceo+U#;9Cw->L5aZt4ddWkJ{QM?JMyvv@Tb=TngyQE9!F^K!<1G z%Xx)iz*jj(eL*Q&=^P}ivQT*4Ee$wO&@p(K(UU*@Dy1u*Q!5z*7X$unrA%M6=?YtZ zlaAovuWNnI09o~Mh^%gCr40=%KbGrxF`y8azi+c-U%lT$|cAo|jAKID-J!`k>tlE}|~&1Iqx}rk%d`i}r@H z+*~^Ca*9V+^S`tchtIc_rsououCB*aF9L67drkrUfyo_o9gBLoGFYh+%<2SUf*nK5Ohe$*!NycW09Ex0_Peb$-Hvj-JebMW_4X0@6V<9bhUunZ|<_pSk6m|4hrZhmGOD@ z-S74}zg#MF&KiZoEh!KO3aWQmXnRp8*SlnxINysvD&MhR)#SPG)9-)hDU_?pJy0|b zPq*VEg^BaM7$o}WspBJ-PoJr8+=bZ0e5yH!0ZWDNzkB+eOC+X(0j<;UqLHq#&Qrhp ztrv|%PiYQf!OGk3y*MPMwZeeU()zH{n7-$X@SX%cE8hgBrPfP~`f`;ll(Ghi; zr}c&$<@!!J0$kOHut(on87S9>00C5E?QWyxpCT%2twn&VMh0|RJ~A&-Ze&m}KsJ5| zrxVKh!4N<-exQ5q{hdE${a_K`sy;%Sj>jr)+dHULt`&DFpc`M*f;~}XePIZonzXCG z=(k%RY#I|3Q@xipuq^EdWfDa`l%%H@IxdSp>Mow|g7=)(}87*0yT( zW`(=9thE*au1Pa`Y$=!}FPmmyfNU*pSN+@nOIvIZ;Ho(#y6~aBM<+kMYwgR;DLD|Z zRXtyPOk0q+uglf*9tawyWUJY%13DSW8RlE{FrY%cM3Gg>a~NB63t(p-apy~YRK+7X`*E9(Od_|GRl`*~Yo@XlM?nGISlq9_!Uob#6C8gh`dtDi~YzM{=Ks7n}sJn5cVG-b}W`&lgX*wmkBv-Ck@j%e{ zOlh=xjhES;I%K5|;sl$51)Hmhf~C0_4QfxgT8kC|X(@swgLb_E@Z7yinL0}N?!By1&`C3%2}|nI_^S;hq!t9Bj4!lPKzYxkDLazBF%c8%27)V z=)CNa;z^eUrAN6Z&9}8d=PApFg6)5S6CKn#oi>frx1^&{(9v~8w?U(}O82PI%69qs zbjiAcgP@^P$N7qCr9p#5rex{_EGX$*=X^^mYSns=Zzn35>moF$=~~J8KC&sKWUUm! zprzV2+V9{rK+|yu@7DQp3(zJ! zY*j6CC#%tAHQrMc<+|}Xf^%E#qlz~IE6cSAaJ6r#l~-JTZAHmkkux}1y}{m8cjuw{Q*=)JQ;ov)^p*dWVb3jRaf@=qeBE&zqG$@li&(oK`SE zR+AIvQ+0(VYjDaNI3#r?en9(*up|dpBE6Ybxxs=!-?dQIVETK_9?xqvlO1q_8yv?7}PUK26QCT$kb%Ljhg&giVC#RlzzPM{Z@oWf9IhUnwxjLm_ zfSg;r+0v~BD+IW?#RqLKvnN=r86f8t`$`#gs_OCdI?YCv&R=DR zn{C7AoHYvGl@R6nRE`31prB?V@^7M(qvd8ILKc)%&OC~rZ7i3290=GdeUBn156h)5 z2#iV_>gg?ER$G;%T7pLnhCHRIY|NwTlOvoybf*-{)h9Uu)~XutXwagQhgEO=r(6wK zFhEv)s-w;NR600#YS!jurQh#ndV>hBpUTbJFbw#rw3{!w^-h!A!SY18vdB45c#tco zx5R=Q)62E(Mj{76LwWt>W?t99!BgY+;bgTO@tX(Bjo&Q*Oyz01!v1WzT4d_Ep5+Ff z<{T&}t4}T#r{e`fm$TXez*Kb*z0x$Nt2!C9T)75;Q{PT6CXujsr54>Fu~{Co05DZ*O~%ua4=tBkAb_e$SMXF=xg!la zICv`N^Wld1)B?c#JI$o~V3!wj^`Ox*yO@sEds~^hV>2vof=9PNM8;5M;3_;!Q5By0 zttzCEl3uRD^FYv039Y``ETKUF^#)OW;%`bFT~VPy`%=-68poIPL{^5fJ4+%`cs z#Vm%4%WnyUL|6laraFb6|AZ>S?Cg}4S;4&^F)>Sm3X9q3?2PX37{485<5OOzC&r8e zp{a%vdCa_6l^aU96wtq7^x0%GdzURQNxUa%Eh7aMcnnTLd~Y8023%QZ!%T=#=> zpz!&8eDdRDl)u)KAHH+*pdeNjqx0c9q_25EC*aj1vRl*)kkEWY&si_^Q*rbdN*38c zEy#^I!o)HHgxdZ5r%LVRA)j>@OgQD?Ln%dr&Yk&eIsOUlFDuG|%wYl>1;zpX!@pc? z{H(Y}T+p1yh{u(?k`8=*Y$r)TD5lHUzrtjI2|J`09JlTU-3AX^I)UMJBqZgw*6Eq z-YyZr(A=@mfw)%kJYUYrB8Mv<(iX>xHxpORhZf*k$Iq^pv#z*N;x<`#IB518!5x=^ zfwJSmf&m*zqQ7C6{(~U}T`&Z;v3E%@ z^&uWa-RU;zDZ@TJ!pT$wd)#t@l`#*jIy`7S&VOmOf{T&`m)hrys2aNr{!#v0=yiBr z6g1^IA}&Y3wXqAwSXw4DgPhw^`wp37H_o{R3B}N>9q-1j&AqCK&b;BUiH;(GxrdVG)5IaL{^ae@IVC(!&#K7L(^v!8Bh)%B8JQB3JUsm5r1% z4N6aVoL)4#{edSY=y9x%7J$(E)c&+Ztrp7{g0=gIipGF_*ZzRemEA5sU?~`7NAMuU z6q??3i0KN71ciG=9CQg{J`$XAu0u=fp}Dk}(jao* zOu7FZ9nzSnr^%{`0yf=ngH zfKGXgexM_<>#ueSR?2ngA`%5B!VjF3$k!b3Z!f2(Z%!9Gv`c8kchN}bCakgF<$!)? zIXn4rwA!iAfwd;@hf7*l6WHJxD8i@904jNZl9lx65MNG0bc0<3_4B;?AG{FZE^`wAn={^ptW+o zh@G4sngj(WSH0-9y|?j_bCp3s1F5lFtJG@U;G(#+)No+Xd1MpKexvv_rg-b zaL_`^P<@u|R{5NDTFQU~1(X!^Ilal;=kxGsC8c1+RQ~wgAD;bzIV@epu%PmVO&O)% ztsG@^xzk>^a_Ds!Br};|@`OyNe&wnDk**O`uW!+yf|u3C^@}%=`T)WV3+=}?KwX`V z?NhsxRlJ)|1baCmqMQdc2G1^OIiKO6^(2T{qw|8dMv}S4FdY4xuIgAQ_r z`btf%tJhW!c|J@_DGvy}f3P|6KsPsZOk6cDbYW7a_TOclO0P#tLVS-=FR7$oBLI7T z<=aCiC|h(Tv3>`-7hF}{-prN|4m*Ci#txk*ZSQHJ!>w46qhZ6ZudyLGF(){>Vv%m2 zEKeEh4cMXaum!Ep!HaBv(4c!9x^yE6?Vjbm^t9F|WJ2}x+yh26x(q8>M+<98h~~(3 zn$32*v+KWjyqRW>gl1mqt#>>0){i&Wn^@{O5PH5}={h}1%r0L)*es4Y5}J8!ZB6=9 zz00@PB-Yk04qBfT`G(de`)zudN%fgnl`Ys65iKnFnGH>ZBI?lw-5uS`UL0m>AW-l3 zGI|q5y(3gxQUs2L^9_Y4coJ@#RYfiT*8M&_P|TDzWI>7-@Ai!$B*LlhUf~(~y>x z;lwxa}TSX0?4t`*yRcckm>wH{}zdnAZuq3(~)wk66SK>x2RZ9hA~H!(}#} zzvVM9X(cE}LF4b1f0@t<+_Rl#eZNwDmC@BQtzMop4|M1KX*-VaS$x6Nw1 zj%)vV zohR%f``+_9-$LHqk~dsFJn}Es8Po4Q%lhr-^%mVr#HSSh=a$XlN>T&Wb+Gh06%DYc z!^kWBEgR@5!NBX1^M_84FQ#ufIW-@~{Npvr+3z;?_q}u+Y&RVt0h6xt&x=N#&qi$7 zKbj9?{_8sb*cPdxR&%m`@Iv#eE%_)SBQ;H(+*8+<9#;57=( zcW6ecmZ?i%5BW_T+wzYm0h9h|T~1PmM)Vf5h)plHl#zT581=|Es_wl#Cm9W2)hkjw zh&}Pd%)J>bPe=w3SIAi+1Rr>U-c{C;QREe3&LiyiAvB!RZDMan6Ba4SKqaP=!w{c` zkfF=XhUd%G<%ExjB=a#bAqNMke2`!yv$vzga_rrkmpVxBkdXWevE$!o)_Mn(=hT8%8qGnMAMTJe0)#c`DCEPSzmFT# zXi-O}MN2XDZnw?*^^%3;tF7_iFy)RirK(&*bB^2tg3H-d;M@ZR1@H$syscgComZ1g zG6e!TDHQ3_laBO2FkdE263Iyr`BKM(a!jjECno6)6E(>c&J;*m2^OO$5u&%1=s~4N z^M4&aiV|D{#gZn61n7FT#!o7zpfv>OU&87ZohhZ;e-G+vlD>U-NE1qGK8Mv^k{Z)> zn2N|cE)4iIH^B3n;O3{mYb{~~;9iSg^pyfu41jeZR8i~ons51%=@YE zXQAc&X74ROu9E^c6j*)_38_EMI9{^5-p@JUtP$XzPZw~H0@)I5l)3lQ1q%N^QZ7>O z1vTat2R2cU6hU@bye-Cj>FVxGmUrUP}yqnDz1&!#XtYY zLmM+Y=lGm5C94i3D+*o=T@)Pn3odimpqb?QZu_Nb1ZW+aNlLcm#w7zR~IlfA_@WP+!{4DA_c&`_@>z6Qtu%NI$W$RuePiX0=DspL&&yD!u4> zG>Cm(h*93H@3;Gnit19cC`tzCp&aKyP`3n>$;qCui7Z=>x|}rvn^n|>Kv7ZOFI?7d z1czcIJAp!9Sx_Vny18Mgk>(`Bfq?GLo5-2=jJL>Td)l0|R)n|8n}`(cau5@q;G2jP zN&eU-d5^{lG)-JPP)9XcqDbanykzGvIPEhorTXK6m}CwnE|%jUr+Xb8>|E3(k~^?$ zufu0SNViz*ORiJ4#qv;)(Sw$#* zRh4eMvQrWVl?LyzlpRQ{K|)r~83n&-)+_unsZUa=oBm;H?5~aT(@@a&w8}dR^{<5+uB8NkPG69 zb+o-k*E?XcNnAM<;$JOS!_|&n09KD_HFgKIVW`rjV;X?oCG5uQog?~M-WOvq;+Lj63Z=$+1uUzf7yL=OnWb}HqbdJ4Jo#qF+ zuR63k%!=~H>ID|+QJ){s0N%S=a$}!cCUpNk=5w`Tu}@3Tujr6ru+dhsDeg+w2XxpH z^#MJ`aOkaGZ0rNegzi7Ze9&t5X*^Gkpo=JJ)uH~<%L9@_I#;?OCIE|m6}O1CD0BzA z;j6KdV}{q*;-X?0b%e6~Bympl6IwZ4#@GBu7fFbbg?cp4 zO^=>tVZJY)=R6BsFf1_M_kP%Wbr{6Iy!Y2Yp?p`DH+tAud7K`;c9U8%gU5?k!2$n% z&Nn?st{|EA3Kc+t#sg?H4i5+6u1(1RBoHZ3P|0J`qMQ*VOj1m8QlQamRXV+cHm`D% zG;$I&?ig>;#RkFM`jX4lJWl}=(CIvfxALAuHyF@Ah3(XXW?5CThaj+AK?3r=cPKfD ztRMlo(c(*&Nn`~9`8K?9=)agGSqTr^p($YJx#Vy=>1Z$kJuFB`xx`>V&;1fS|kfpH|C1m>#o20Q7C1le*&0Fw^qJ-?Dms`k%T}6qpw@~hh9Vz$pDZkw+&EJX= z*xmCxS4nJ53E6&woW_o|$c^5MKEEb2jjbqw-A7v~JDL)*w^DYF+_IC`gyEYpNi`vV zCMK^5kG4`WH6`%M%dL1^Q$qGuJpR)4cs2~=tc5UF@ahMbf%K_ia zV32e^@8CwF{Op2Df<~Sa?M{Ur(`2n{QXDJ?{Kw1HVmy7lGhCjG$Ju1GTG44NrXtz1 zU>J5`GQxw}XIyReZnQWVE=NpHvYNhDFDJ$oFXr_ZBp zWKM;2 zrYEb5;mSX3DA`sUCW}jh64h&3>D?Q;kYza^p75+K*=!UFIWXw_uQ70`?l&T6$nZH$E>QZ3*PUxy~njAhw4R^a0%G+Rm7flMvwT^ z+Wck>$;$2ZcI4=oey!fG(4M!N+Ht46!LsXS`T-jH51sha%zkU&-32IVr`JatM5z73 zQ9Eet)2-g?Yck2sk@dbJA;(v2|aeWOcIp)0H8*x4?x#w6CysReK zptoL_J+Jn6jt*7PO?@%>6*-{4QCqf70kQt2V-4Mo-tF(Ht@yNjcoZr9lH1hQdm)Oy z#*ThXoqKP3SDbCljsg!m9x#8@{L9HDM+UF*fCfU#t#x~Sx`Rp`q|Z!*w^-{1=ym#y zR%g(EKl%&}{ja&NGjjGC16muE0p$SBh6QfD-#bzxcisWmtlkF^YScTM4li~pgBoqD z(3@mwPh(pj&ac!ubj$Dlzdq%MltdX_F>S|8fG=YVKR&Q^V~PU>)W^Tp^k>;KRwyK! z2{l#f8zlhm$PD`aeH-+BZVBdm;gu_lpo)#2_j@l!STu~F z7Hgd+_UM8=z6jQoR2%|F7&1(t?)y3u)IQHjH~Ws?ek$t43Ct+ya#NoEmZi#;O(DA6 zlxMs`*|I4_hbh#@x+Z~mc@Yitl?bH{@^-mRnIfC$Ix-_~Wy{jKj))gYV`L zb#2yb8(<-Lx!lRJW4Z+D$N7vVyxz=aKV})riIP4wQB3t6$3gDVQh$FsUd|`O%ZQd_ zdW~yw7K9!eq0vt#qj@Y&lG%K&!%&d<+{lpMMvLLeYW#K-iIZfqnrnqT2;Mb<%hl;< zvGCGKvNp$cat!cya{PGe(Iv~F0bNr7FKnM(tUP*>?FIw0&rus(IT;Qk2ii z0SS{*#S<8l7bG z#prDO6T_EH)&K@6?H>JYM5U~ITn+@jQ0_Ut7*AGI4$o(&7n4yo9iESPGE3SM*IiK{ zBz0CjzFduF3#y@*-^ymyg2Lb@v-#y>{QAvmBX~h!@YBiU&2W0^t@)I-yr2NC+lkZJ zbd|kZ&?-!(;&w7S{ z+mc1w5CGLSpG{`NRajYF*WZ{LSWvh+=1}R<4=+T8YVMNMi)`9}K zb`!1S;(kqc13_6gIT+w|*KB+~pN!5&w7?pye3tE+c__%}c8xkxp@+)0YdM6WC&T56 z+K3ZY4V6Xb5TLbl^rtK8P>zm=CqFWQvd-~PkkR?aeCIziQa1k-6u@=<(I3AZPA+&I zS2q7R7~nruRm1u4r{(ysoGrO8(QU}U09e~iA6`tyLET)|ZU+Or_WAi}HO%J2)f<+o zWqn>y05?w2O+0ViOFP9f0M=H|sKL#Kem|?M)ddA`-G2+bQMUi40YK_RRG(z3`_Fw* zHW3{R@VX(_pHsCnThOpCI~kt5;Tf@PLmuNnP*-C#SYDmY7UwL}l&x!W2++n=gr1C# zPshBoR@zks2KY}@IgRveB{v?r#nd8zy{WNFKL7r-WWQie;XNRq@+uE3Cbe`OKEKrY zA~t|1TZeln*sc9*M(`|Ol=ZJg0IPdm^x1gIsAYRzh5)E8HuMqYwDkj#vc)FGgCLwk zQv@s;3C>XnV0E|J+;ATDE6R4OT@D0v-pQN($@qNC?Jt{mJQQSfa}n#`m2ED-0QkNt zo$R`FxA!R7Yv>kz27-i6gLlKlG&UbnHVs@31a#hcH=dIEMtR2~fc=aHO4H$Vdbx8( zk0z*bcs83(_@(=T`v!7~o^Q?n;!J4X&%dY09MdgeEJA`khIx3d1{!oIZVP3>4)$|J zUat|{g9VBeiy|ROQ8V9TZI(q%Fw#PJCYHk>^AJDVZw+E^@(5-WL101-E|BU}UT#y$ z!9nUVY@*j;Xca7yT7p?2Fj%}85OVidqw~4WAL>8+zJ??lBD~SUU!XzfGuq&~+F8>6 zXX={K+YGduvPbXmu$&=iWi-VqMS0Nsn&}->XwPe{T~+snwf1{VRdAKd8daYP?QfX2 zd53{s-B!Dl{LL_eE1lMe2Uw^-X6nsKcfamkS|&HZC{Q2&a>ncg|gI+xi}4S6%(ArM>^vLJ-Stm z_9FIK6`UT+90xTomg?E`9jU8Qw;P&q~ z)XkY!>Gu1bY|!P8$Zo0&CUkk-uYJ-Rbkt1*L6p<${s0U0&sj||US_l+wU~`hnX4uJ zvv@V(0HMhHP4t65U(%)tJ^_&4Zz_1u<1wVU((HV6e&LNy(qrfVq4;;qr?X}DW;CH= zcRPFZ@K3u{=~Wy2?H$1epEY%UoDDmExyFtj^&M-~BYt~>;2N@PjmW{UfamSPT9qC5 z_|3)Xc{{*D{U6uF->ApaLU5SiS~vK7*z;emwr4<>W75vw;E`CtF(0W(u7ubsJxqPS zRuvMk>L0H2RfAkrXSI}IE3({A1`lia*o*eBO){t4yRB0C*vqFv`=6L6ma~%|M=R7Q zjn0eT(alUMad>GK?1Nt8iz@_R5wB5c1?#75NmU$wm@~abb%0RhBS1_DxqeR{0fGjt zCuXWtoe8&{N!8zCIZe_9&`(_|h#3Orf4WRaeo;tfYMD2_jZjiU<}#kDhlTK?)%aXp z)~`C1yX|&g8OLHOnc7kaBNu@|>7k>f4xrKNK1@ik7gG~_A+VtH*wLZq`r7?=%iGc_ z$tkfY6*Opl5!1@L6@EHWa9kuBvs_OTq4|xYiDR2pIv_&{mw6Y+N%Bi9q7f|A?{Rhh z3V>k3JsMHc+sj9;ZjQt;HI`9Qb7T%fT<$t?=~sA5wjh{+xO{ps*>5^VMpEKYmy9K-4ASApr}={W}UPqqB&uWFHpl@!66y=S?Ffc#+f zquw08Q-4{l>(_4?Us91;fT^_u8iejcNR^VHrzt7%F`XP1$l%3x7M)a?90r-(ZD+Ix zb7!~R{S^N2Pr(map3FrEyxKr{DprJ=3EpgzHe%u{Ll?FFE$sL*kci7~t zHoDcp;a;=O#|bIP>7XF;#JH#UCUlcz!pwJ*&x4%JJ=J#8dk! zU=xlB=oH-=F@SvltUBu3qf3|gTkMi?U0}FAHf&gs`7DqL^N(c8;R-EYY1pi4&KawX z3oI+8WK{=+SlNB;6wR{w#*lvdx%c2zN|tp{ zu-}$<8WJ=shvAdSDdpW|c`|!ue+$iV@=kP$jLU+|W0Rlom3fhyWn0Mz*3VQP4q}hE zn7;akX-P&@>$D6FQZ^Is(-^4lm6DW93=Z%QO-$^^VP2MurTmC67=&z#sNN0RLW^iI z9=y5Rt$2^ur!=<~1GufJn)SVY@1U{A8{L$esvtqaX5RdZFdb4duZM%!Cnm|Mjpyx# zWR}5CY7GH6cT}$zMj*{mAVC7Q)2m;syd~MLAU?SF1HV8q39KLh+m`x}E)EF>i75?f z4uXJfhUoJFPtTNQ$WVZ`-fmUAS;rKoXb8ZzQlq;Q)s-hKB~vOjaDcZ%+ZNyMkutO; z1fVt{X(3`e37LZ+V2ckuEkIDfBHe1qThF$MM(v)mzF+O}deS@yS{O1Qh`F}Q zrIF?HAvWje55x3K$vF-R_ShOR0t!3_?f&f0`vJ1r!8eTMenf zQRts7^N{*%J9(%eLBe)|Xo#in%wf4Gr4y8c zAn?VCu3n(4@|Ty>ll{?@E)ZMI7JdIZ2FcQ-=9szQbx4SQX+(F;r9gY?@d3J1Do~ZI z-ubFACS*TnvWFwuU3?mdN_OR}5p{@=ylW(@vnEl z00j-zXz6&&rYDrlQ~DoEX<1VeM8%;&>9$qc8&8M)0D)v4Elh300bNx9%8Dl4gShbc zvgX~714vMK%oQjzPzdHL$=pg9536H&P=mKxBRaLfRMNaSDo<`-Ea>lZ>Wcnm5I2r>s(#On8 z9Mr4N>3#twl9oQ42Q`$={srAP$yCxxr{RE(wzp4Bc4aaiE}24F+gq?=D*G41#Wq@a zrD9l6fu{yj|0%*WPZAGB+Lm`0x+O|`Hr4cq1OZQfoEqi`{`1(yG%*Y zDgmTR6aK&$w4g%x0e(_^koo*n+m6mx@J;4vVqqEUs zG(8C?j|9DJK$sdQB5q&M<&BHc>zxByW6kut#r0m+rQ_Hv@dS;WiCFS1o;;5mOY51=e{u=RxgD zSB=isSDJK-K=r`iwW)DjR#;vuSzNfkDU3J3kES-B;O*N^`(tm7aH8A{6gAK2(RG zS&k9(XV#>eMnMC$sfsY|I*r6Btv2O6sJT8oY9IaXx7o9&^h*}8bRW9J^@_jy?Y0#S z5sLSnR8wclc@7bb8rCG6VL=7CzFXhVb{nlqmpd^n*E=xiAU5i&TCi~}Ej9%UDqq<+ z=igAA_SIpbhIc|-a2HC%eNim5e-UUm8~r{#nI4fB?8vxMo|9n#%Ahi{{<1@FVrRWS zu`-cX200IEzjorgH=stBhH&ix?SH0AK6}+}qtkEm4xHdVt~HTfi-#?!;gqF8L!4H_ z`S-MTs}-XlMFCJ63mTT?!+5P&^* z9DBS<9%Y;*wJt>dW=({t7?4q3-|D- zJM|#zon9gBf}yTzT&8|Nl`gAsWxbFqWHk|bftRVf*XuXDdl@$Na!!TrT{oU>o~E+4 zdrb_91r62HH^1sp!$sHDRQT{h)^^2o3f>y6;9isswb%_QYHV7>i)PyCen#&koM1yx z4&lW@MJ-1ncB)TTD5`7TS(cQwQ|lb5aZpliVxe?cKWuybN7<-*ot6bcP4)TUv>;U%s!pm!9QFE=X%hKHDa z^KSW?Hg}xutn?1Equzd_GM`Vzw4KOb@|ARsEzA^#E6G1`brAe+Tzrkqo9;{ujj0k)yiGb>N z&~!t;(dV-`|Mz<^+0}xP|ChwbKD|)1OVhYCML{Ek7A=Gri)nDi?~k3m2dl3XM>Hh9 z-c{GP9?1D^eQwnrD$(5`~4 zt=6jO=&*VSh_#f9?OT7XJ|gowL1bzJs!gaasb>{rI%fZ9`}W5qVe;<+?y3 z_h9^5T^Rr01fJh(v>LqwuQmVE_C1~Jz_{NCjBC(can!EXsRVktINQF3TnuJ@FEo?( zT2%W~P16$=e!e|@Kel>`F!-6sU|O$i&k|1R=p zwmaC{^Y&@|kN4q92*JD^nR&J#@rmUB^#P z-@^bgCJB=z1H?#p?{LO@7$C+)VYZ}}?M0i?_fX3gLNM=N1jWvV@<%EEbNhwOQG$X0 zMPlHqR^NN^?B#nf&ZxjJNtNHP(B7E_y^!1Y=4jtTmCv+bq$KzCX`Yj|L{)j|eh;~? z5Q2Gc20*OUn@hF!=HBE(2L;{dfl3? zyvfc+L%KM`vq7-W(P!n$&}#)?hE5XySM$Y;E|*%3Jwpc9J40-UBLP$X-VbcOK`*+} z?K5<}P3EVLpi|&8qn?Qh$<3mhAz9XaZ)PbWn58!lxCw_ysCNvPbaBHdo74WG@lT#{ z!!0G^6>>1~?|kP6VYuG}`x<=WmC2cVqVU>3`v91<)E5tB`n|@fe+7|X7SZQkX;>h3 zt;gODC+fxuf9uz_J?6;3B;93q^O-HVm)Ys)WJ34$D5El4iLqiJST7fO?MgwIsq6K) znX~h3O3e$iO)wrSX&Y2vP>|E|XiP>w(KfzG)MwkuX=}w`-mm@WXhQo#kqD&P))TT?9Z&a9HhSd>tuYq z^QUHGH|q{)9~wPE{(=sD`v(*R``tCj$gM>}^+BN;Qxlw*im3qwm3!*3=JE7ww$uMp zr_$$}0wsxs;3ii1%fhV6#eaM}zx=oJ+35w{8211EfB*a+pJdtDh3Z3R8A~)lMl3?^ zXh}o;m*V5R?{zE7&WGcvCn1Ov!g&G~2G8BhR&N%g;VFxNAXRKI4!0<%0VK`AifV@SQ^66c%%ua!K5ssq)1OB7oVlljAY{3mOI*ZCgjk&r1etqp}LUFPI z0eo|KaXOyO=B14`!8qEYz`k)jT#kPCTZR@GZ9*}!1p)lQ@#!(63Q~@Oa3mqXyLC)g zu`W->V+IvuUxediz<|GTJYJ4YN++HP<)JkQ;9JM$odG^3lh|#;aX4VWe{lR)-VKqs z`L9noln~(EI_WHCs_| zoV@1QL*NVw!l8tKxgXJ&E1ru5b(#+3GYL~r-&{=j{f`o=3dE@zQ&7*Tch6EyLREn{ zRbxQ?;N+aQmlBVjpL)d8JnkQ=X+vhDpj}g8I8i}h;tlon2`^rP8q9wTnN22C+0Y1|n=R;&Izc^&0tuaa?vMQrieMtx3%*Wo$L+Y>qCj-i=8{KD zQo?OGU&X)>rB6;~=X0u^XjYfyB0)d22MU(yBm_~S_R@< zjREz8ljU1xt)#kMzU4$hfOq3WpOa-sNfl^L*RrmF0Ttj2IupnIU@ zrJp#0(&_|dF>*f7GuAEoaI_kq^S*$fnLs#S!N3rW4^EHy9H*chP!J9!1bDa9m!}u! zyq^5G>wCo!sNsNoQ~l!g^nw*JK}`??D-5{W;wk-#ffFs(9FT8PZ)<#B{^0@}jQiN4 z3ikNy%x{haHSVbi#@QAH_6Mh9Uf)Ra#CYj3i|*mg)7go-cbqv`Vyg+pxfTUmKN`{8 z74P8)@`Mh=xCR629rJ^eH|jh#w_9)#84Db$>;Mb3$2Nd!{->++;gog(@D9z<_2nnV zh-q^Xm~htwr@L}#h~RZU1Q+q}&=J`j48hwrh(2!4GKQc@aKpyL3=~rL%+Fur)kLNy z=-hk3BZ37Qnl^fGXcE;+N^$f|*oc~iLdxbI^C@+l#8x)epon2rKM#AX_E zAp?t%IMbN05g`lprDk-Y3(qWaDIGQ@WuTDy)Hr~ioSg8CA?PSMK_fy237xyTj-j0s z%boG*bjbWCNT$dvhX;%ZogaJCDVqvuAcP(j23)MpvfpRRF&|+G?hU&#S_Ku7ACIO> zTDzK$`4qZf#W4@a6Dr3+;lt7Nf_Jq9qfZsa;}QhOkLWg$DPO3N^Z`^L4%HY?Z|gTw zV*5%2MZ^uuG~6$W2%McvSEV~KIuM6z3?gt-%`%^y^OO{HyKFE{wkWVaRzDg~=NG(l zB*-Uuz<_UXP`G(ErTNtpK2IyL-UQ=xivs)Ov&AqnsVK1?0XZL^<|%sPY(;lv@j;Ma z)NVp?wgDBUt5=w3Gp{a{n2vxPk56;c|MoRsPJMQL-}5zJOeFx!z43aqnt8J~0za5g z%uovg_$K{5r@=R?<^|cq2J_Jx<+9aqKY^`+`D~2>`@`3h8P67i>Q9B?R0RR@)@yo; z^^Kp~1TzE($I*ZR|H118uR;W)K?>qQi#h!dU(@Ck=30pdC=4em2u!^BX1EL-Ajk|h z7y|8kpc^~Pj!Gu?^n=Kbb^LTUf=gaRiUv26*+3fGoXezrqkCald*p@ zp~&<+sAqcqd7dD5mFmvPZ1&@L^k;8vSTIcIp(AQJ7!kYe1mSh9pcCYVT_;w|5>fI~ z-01o{|7BFE4^7Ze$RZJ?n`1id;MbOd={^;V!NDoO=fj}U7t}&DMW}*twnc$`V|@Pl z%_*N0611Zxlt}cZ73`D}j@RCj@{NGpSbXXz(BY`05s8}A(*d~xKFt+A{PS|g-?A1o*eVR; zYDn%D{k0Nj*+lT9c$B-NNr2z{adi1^=DoZtXb5aDW;IYbn@a7|)$AEFThMx`FboV1 zz#mVjzC597lP@$1GD;rM;{ykU8%eykQH!p$dwf}02ACg-@qXzGo!oG&q&!f>vF0D0SV6L8DRvV|Aima zF39tWSa3hQ&$-HkTmx1-_CwG8zDoD{rod-hWr5~H{Tn|dRcwpVX?8w3pLt`dad|Ts z?5fcCeYO-HK*pUV?W5b8iI?gj(u2h;LECo0RX#6U(q`erB}pkFm9?jBJGo=!)6 zTdZJ;#tG_a6iDdYR1xr7V?kE2!5AMXus@iWKSxDDIMX>tbz?q0`LXo~1i*L;*!`0br z!8Zs9N;|@FI$#c-c1QWyPlPw&JiLVge`7ui=6?kpLKBLk4G7?m=Ch@DKY%15RUi+m zFreO;&lhyv2&?%d=IT(KYd`?sv?tscS&~B{2jhSO`^J2^8m@S)Dwws2ow>6lkUyBO zcrR11&PhSIBM4FO-jzNOHh;$tgwfwQ@00muW>4lY#|pL_6(PB`1rSExm|vbuj(KA% z$rC!12iG8gKbl|C3^X%bl7&?u534Xa^)DBr3*L4Ms5%g%8Vsm6{&F#+9L~unEP$76kC$F1Ql}{fq@)%pw3_x75*pHL1rOAgCn~j#~;C@Hc6D z*}|`b1+{|>=D`gLY%<*}f|NJig!AYY2K=Xsi7J7U5lvAu1wq5@1mz+Q5;`9(E~efQ zEkU-{fjC=Za_W*McX^d0pz1)3YA~SQq%+)$kyj%NlG6s`WQzj(#&V=ie==7K%8Lo* zku?b5kIhf~t;&Kqvpiq~uW(Sfv3xU{yyZnmV!95+*#-pgN3_#r#OG8csi*>ZScL(V z%nkZrF|1%xQibuL1Of7n`ugNzxtg7i z|H|2dD~qD+f(DVB%k!jxxDCdwwt`EWf5;tr_#M}4r;ZpUc+!v-L8OHCCX$Y*px%|t7vdl9^mDGJE7`NG?!2V#l z3awBpToFwb%>l8gW z4R?x#HnLv*O?OoCwGBakx(FE&&_LJvi-ZB$X#4O`T%9IY}vlR%Y-=cJ# z4yRK-kQO8@!ZA2L%<(r@!-YCOzzi4Ew>FpuHz=6?@oF@oDR_TiBJg@1kn?jK6mHRV zlKOT@X1>HZHk`+|FyL>}pyYh)O*l)OV}f~bg97`*;P|ef@latrs&l{CZT)W{~72RA6NKU&d=V?GR$I79{FT#W(sV@*9Cp76w!w5W=s z0)}*rgTkj;fv!ZNP2H^Ckz^R9VSY*LhqF~?vym!IuxfG z5DfjqfKO>(9rK4I7p{YA7z92FcLqyx$|ddi;C8D|^1OY6sQz4t#2-48&s89p`{~7W ztOjYpDJnq*ae^`l=kr|W7Jaxt=>zz~f)`OnU2h`=-i)jbOw6{7hl!b0uF z#UiL^1gT*{alQcoeB1tn?$_`(;0gK(ZrF&(j)D48;buI!lnxt{GEhj}wU#YLwCwNY z0KtSF4;_;O7=rimAj>&jWXtRA=Jj3YJh-+uu4u`Se26f!bz{Otvwm=#+9Bx1W-=d$;?hr-;5_XX`6?4PITv=na2o=uExFm8-14^7Zdaf z^58Ksi$u(x;KycEmDv?!w*nJ15P-NR3Gf*QL-!884m)d-+`K-`b_@_Yx1kg4^$OvdL=V}z#_wb|h@pSBK2xi&6;4!TopaaeM#bmO9rVSp|1R9!OC`0ME z&1ke!pN!7www1>8WOCs>lpuJBz2MLeGsV$NFX`e+u;od?u(tHcE|z0nUEjAWAYw!Q zf8O4#O|s)S)1(?CfkN$jVc{lCOX_JUM<|dGd*+G_0um$=Kw}Zb9_fjRjEKw(R&0o+ zvI;+7u5{b~cg)=Vb9XcM$g<<-)aZFcRK_{y{mjkx-O0d;y9{vc+wJaT_Ja0A2n!62 zXK{&bIA5cLLeIs3(DMy>SuTJ6>VTVM!G`+d!Z7LyO=mKn8q&K>+@qoG@-JQRDEw>8 zzwTbhtODX-FbZs!f3wRYg@z$KfrlEo$V)jIns@LKJ>>FR#-O2Fg74kORmn((rc14C z41LS1h1E2IA=yCGe_d5gY{=f^pEi@)0ZoSPxcFErW>~FOX+7B0{Kqx5fQ8zR=^(W6 zM$WMr>OcRL;0F-EZ_?i_i!H)u8tqVEU!#}&jI~JVhLOhjq2>o16n@Az1PZvJGm~x= z4CSDM0QnZ~6BJlOlO5kllf!+2C<6}vah)y_JmcdS`I6mmm7oumy64X@fCo+(#ETe& zb3?Io!@!6}WaU7Wq2&pPt2h00EZ-tdr*i-Zy&HJ7xcAL)b_u@CWgG|eyLf|6 zcO1>9`Vcll6akP+Bp7s}*Z9$j);>O;k(@{ljb4*L=skj2ZfbXXpj8xf5QdxxG2Gk= zN**{xgyKECOA9n7&*;G6?(3jI$kj3$l%C){dbTBR&Mw0b!kvcR0ys)fGNJmI50x69 z(gIF80M^~!L1$-NtYsV;Iz#bns$)C|-pgO8Xc-z1Rjq)6%!6Ep)`ijnCp80N$OKiP z2!qs1)+EOt;2?|P8lJU_`u25 zkzw3H=p8{qmhMEA{9nGh{j5rOCIENMU2jThK$aAS{%g7yH6cL#(U_LH%TeTyx|``3 zK)#_bCu;~dU2g{5kLY?Kb!u;eg^mH_8)LPWwZTFn0QaNvvZV$K-QAu*-la=hY0V66 z@pSbrw;l5FD#PAb2DrkrBthgYeniKl$Y!Qt$X&1<0LXXv5#4$|TF%`eH_?2V6Aaax z(5Mq3>YT-ypHD+{%l~^hOOhb+hz;ULe)k}aBA)XIgHSTGbVaZ#ILJNV7w0S5gvTl) z-nhByJee%S3Ye6lQeZ@cedljXhy?|B7O`#D4`%gkhsRL__@bCOB#w0!Ira^*ZCRk>nsi}F%%>M z3kIxpdHiy`kiCGedE5bjypPMEN0c%tD)-}^q#H&V0^)C}WT$&=VPG6K9E}|Zh2n$g0e>HES?cskk>QqIPle{Y(0oNw z{Jc+6tgxZ~FzUN&en$QZVBu%Od@20wzn00)-zo$!bZDlJYZTU>(OM8{-mTR=+a1ImfdSIT3J&p~BkOJuco-1Nk~wY5+^%W5LmiFM zt1QW(P^7l0Pj~ZOB}*B`#Nh2(mWoWM#Z<;)a48-{4EIlE3J&qd2r3U(P*q+%bkr~d zh7eP)ZZ-~gg&jjf`+e~Ot-5@1%mBk#o3AuL^I-)w=zU~U;uAhM^%32tf6M81ww2kM zanSgAra@s0i8zd$?#5?w+WMP5)dk7c6<|v&ROx2b*H@^PaOlV6&ab?-~uI@OF!tI%lCn@-ACo9tV}!_VRNHm5JAXvM1?U z2_m>qO$ph}V7UBUk?v4*9+%GH(5E31UvTj5K&qBRBwEJb{pXeb7JyK?r<6uxDb}Gz zDx)%pF%x>RFS%dWCWU(SB@+^AHxRl@8sQdBG^|z*-&UOHXwZl?I{!MN6E200X^_*G z^rinI5n8dm!h3Jgbj}B$466_jtXcyi$3pWqb%Z z?nI%*__ENkIIF4y7-W*Op3Cz@nw>=)z;DJdJU>@UTrBe%)c`mW1a3g!bUv2jRh9wZ z8sC9{k8!|fPwXzc?}UeWK3@dA2!l*?6YX+U_x!ZF$&(;(4|ed?3Vy6hq*_Z=UUOE4 zgVb#yrOIQ=H1AQJY_q%&S*j&{eMFdrki?u${np)>H~$KswdV9hD}<;pc{-j_K`@9= zqCqGoXZMIo0-@7dq(m5GV(jn}`hTI)8arS?M18nsjRhl%u`s*_w?gH z#iJ*|`di41wDwyEz*4E#@?t$1Q{d9xCY$A7Kwb~z0kcf$OOI=BQ zk3ef;1q&k4N!z8YrCOcD9KfTKXutY;C1;LXofJ@zh?#A_=6R`^6lpCuBCL?%ELfBr ztuhf7WlqPt*+;)T8UOlMQ+J|N*8(bh?<)0zRZ*F(cuVv!DuJa{PCxi)u&^XnMP;zC zkjk;JeE4*@utZi7mJgo}7naC^%KeZoPCtBlF?&%7j-km_NoE39*Qx}nkJhm``skOH zKpD!*TA(5eA-V(aee}ypaGF(QSpL_4`oW+5fdB75qTGN5!f9j`f%^5Yh6_|=LFHy} zT_tu5U7||t1Q7W51mAUKM8Rfg79SPyG$s*}Ri1qk%%l?tcy8iIa1DcwmEe|4gtnqu32bjw z71q0_bORC1C{Ld8g5K45DeHMd|D6H8DN&FRw440S?Cgy1^HW>=fBou#aUqZ>0?xAy z<(WiX;fVtH8>g!OXIMO^Rz@=cxcl^nTY`HsetJ6c$wL%BhGFxF@J_D)p>`*}%4$@P z3n@!U2Y4yPH0azGI^W4fx`t+N{JfMQSY1V(zR^#GU{Fahboz8WYz$>UsHGUHJIlEu)im|P~?$%juxnzl5p>S@}u5Rw!x^!w=IyP1-BM31H2<3A1}IS70T zOZM|JJ3qgWQkIU%vG9yM4qEUUpRS_Lqi*wB0D%v$`JadK zT26x!ycV7fjcQRhk`uFkn1pg2@+mI9Rop($83;&2U z@I(AUyK}a?{pD=-Y&w<&qhSI*LR=)ozXTFtyB#0TXP?Vi&ebmy|S zVrV@_L?v(@2({$J&6d6rA#3-dXF=mmG-tE*{>^J;L;WAWm%#xII#1$z)Ws2bAlEZ2 z5RV+Gr>W3QIg3}>oXd$pL!14GT!29(d9hYlw0jXW=%n<=PcF*yL)z0{287yM6!=AP zO^u;;P&He`0DNt7K5yF=#vl5Kj|4#PL@0G*ii1@QO_-7m5G3v=34Z}Q?c491D~k|} z5=#p4-L#`A9b#8*t+8Z(A*5Iky6ZyZ9@4>!^KJLNv(jsV1d+#u$mp=6twX|fh7Q1S zslbEatt41nrEEyP6&;5G{w;o?I6BwRxDj9n0P+Ss+S3TtswKPmZ;>q$2JoBV1%I%h z@Va68w4h%E4)AZMHw4?zMonM-MfzuKhXpV#S(CY}1?(WO_>IYhTz=SnOpOV^T|ah= zhGFbd7nO_gZl_MRczd#>O+F{%iMrXy;s*DnPZ1K8{+K*MI5V-VhGvY8mw*HOE#PUn9_^PGd`rWkv`3IAK!@DO?Lc94OKx-!fI|dw`I`5_S|X4czy^C=;hJ+>>~#R}}jXcsZ0C8KnD?XtUXJNo_I_hn7AkGkgtR zqro>fot8T-jrRBp5ldTIibM?P_n1D}oqXa}cuhamcUv06L4+6*MT62$gA!lIvZH1e zU3Ruv(1j`^cMXFa3NxI_5oo#UF)}Q0o+RtSf{;9GSZWdPs9Z3BG`})w-^SN7^&!l( z0NX3eg3dCUQidUeAsly;j<;YS9l)UTe$t5t{)`v3pcyvLRnh|mt-`%p9X95PV+eI{ zp?)WYo#q|%F|?N9g=$m=Rz>A<>kdB4!_}-3SWt1LA?2(2`D(qb=4Z>`LKz;(gBnsN z2d9#g+j2n$tLgaI6J>9^PJlrNr4pS7@a!O)kQ z#du4Xom`RT4JSxcQp!;@YU(RNRsNIupUHEiw;l-Rhb5Hm%($kLq=y*uGNIo%)h z)-uEXUb@LOQi5#yA;UtJiZQzSmG82@SnTKk*3tG{o~~_5ut4xh_%&cfZTEa&wFE5H zC{V0MK@>%Fd)PAIakZV?nABg5fJfC{&c7QrYz!>b=+|N6EdxUB&5-LvcnsqWdeGVD z-53bU(=Id9>|e~+Gz}$GEHkx<5;9noioiUss1~R1n=*EkIVLMk;;-q_B_eX*a~NHR zMR=+7UWGHwPW&MQyOVK#>Rw)F{PER`lq6PBa~(8}tFPCzthq@DXckC>m&OB<9v=h}{-&W6KGsmAcEc_88Lg16&|wAj z!=e?F3!TeMt&;e?*7ZCn(MU^tv*un?EgcDkR){dDQA<3&8~#~ytl@CH3{;4E4S=Cd zKbF z>UrMX9X929#eR7=BBA#r`1(1W0ZdgC9sOO4V|(IqoIH|CFr=@soYNHP$#As1`!I+A z0V;LE>8B~35XJuxWK$QCK2GF_0iB{}^OCw^WcG@>EC*gsA~a0pj7LNn&4bu2h;8PR zXX?lY!)|JPEp!4364xi&mm50so&Q&a!_fBepL%*m0s4l2zI?VDFC^O%4-S~I0|xL1 zlihP#Q%c8;xqC(Er1GUY-^0>3B!-u$!60>;rDy<>)(_FLSv78NnG?-bat;LUvcO`# ziwd&GU|9OVfEW--g2>zaPGx-3lG}2+8kThN5Qipe9_kto1q>m0#34w1_iA)l2Eg*r zRB(`U4yz2cc6FE|$9(T-8)esNM^zpRTvGGT@Wq zYH`b)SE-lNpmaYdks-gMqwh;8OVTT)1P)rag4UN`eD?V_pL``!h@~_rWk7<$T`2sq znhY&@wjz>X&_VqC;j_=HLT&Mr)1Y)agy;|RRT(#y%CZbkL_q_2m(F10Z6s^Cz@#nj zCRU-cpjngRvX4fU$b!m^;IC6^&B$o%_i5ctt+z6hd2XY+x^w)_~1Gh#snEi1knm%2QwDRp*Ex8tqs+qSi=N+whvhdh(s zSni%r)M_!ySVWn73M4eqD!EKf$Q|0&D#>8bxkH1+yBUuWPv&#FWK_nRrCpqV?_1*e zFHD5iJ*nlcTgwAwiMO0xQIl7=3BAdFD>u7YV(e-;heYTe2(>x&^j8PDG0ZYLc(ov? z$2DpBsK|N4XfpMvW)Y8rXo{HBzCB%xSMuJOAv8VpSU4vuoq&eW^i*ixS81q7vz9d` zuS!B!rrPP8whRrPf;<(W)UkO^=V{A{u^~L`smC-I>r2%-8A8)jp{Zk&cHqd&IYewa zC=|74H@tIh@YwX!qndox_VAjHdQ5Y-p(VG2YkKN2O`4E+4JpV|q4`ji2QSL(Y3bR$ zszeA_sLFK9j#o8j|8yImP`n+&c}fT4@Jy3V$_ReyF6%4hEMpX<_Y@F%C>^G=#rWlj=4&_ViWJM}Z%r-3K?|`pUHhB9 zg%jIiE25x*a$z>Pkb_8V<$}Y2jXX*x%v`GNP;GfMfWSxZjV{}z6P;+arf`s@*Ihv$*$KkL8sey1p=S48uG$INbXyp}SFm0{8>ZpsWB;8)*=jvRww)Vc{AtcC= z?&(tBzulH26ALP6ldZ;^?suc0^veo;&jB6fJ6&G88Ou!AR{jQ1g+ENKPyD>rzZOEc zl68k=2Yy+!69jf6x2@KpGoDY6wB>||f=2ZHy6EvV`rd=UM^0OD+Bu=Uo=xdEQ1kq}C<%&g)};ZLLgAL|8EL?4KVQ|7#n0E|Abf47nHfL-cMy zf&$7d`kh+ouEj2jk+yOxr$Gt*DF2MR212N@l_H<8! z62ikl8SnS%Jc73HBoj;YDV@Y4R1Iz4oKUC+B;@YrFVl{I;*c0a!pspBJ1Gr%5c=Ipn?Hg@6l0&^W}KKd%kODAsB`#LGUqI;vn?^FD}+} zvqw$Lu!;!`Atr#3iy@=VT1~7qWEl=pZ}PeT>WYc1W=KcsJS9+oeP=p9JL6+*KKpv~ z@jw3NtKWP~`(sD{^zG;WEQBnTLjZZN9i>9}K_>jW&p!X8)U?FZ5zPcF zOS4r@03mk|q2vFK%Ik+M38NOa32L`{03r8=K1Qkg^&U(B zj^cn1nV}uCbUMFWcxWga_~YQ5oC5fp{G9$@MD5d8PX-7qe-9u{at1sTdbJ9m-`-9PEh?wQjeJ|ejoI`l$_iyHxhluPNmi}fYVcB*yIT~m6Z z0DgyUAU92(jrj~f0bn@Hvo0Q1%@vPYQUP@HzYf#TmnMwCPFuzogU;6s-=Rd1YX(%okpFp+P>k)z;pxU)>^9uq^n;1YpPe>eFDy zDeYAG=$9fAz8cbuz=sv@)~#5r*K*;C;Vf1~y22HX4hxR>;k(0{_R+pRKLkFk2!8N) zn1;Jza1m)tvZ4RPdoR4>1}Oc%g$K+z;;4E~hIR-$--a=!-YCsc_$Kc` zbxaM%5c^OhQWpI5V}^$bf380~T~A-q;Uz2T{spsyBmQX368JiF2MsbX=`Z!Wd^!mo zA$d5Z$y{p6*Ub9&fy_E01=D`&OK^?W-(sWN3#PL}(X*H?+BYP+uYKz)%iVr%?7SPZ4ZGgVUrP&`=LK zg%8Hzkqx>kdP5VM+q22jryqVWqJ{MbIhypXHA#A6mSL}yfH}b#{#~lTdBBF8IaZ6} z&1v9>6_O0`P;d$H;EA@VxLO_Ps(h%v@lIZ6m{YACr^af{rug-s+2Py)nNo36$u z->iT0^~axmCUTJ>h_2&|mNR#gOCl7X6pG*a15bsfA)Hrgf(g~fN|o2z(lrRO>uOjZ zbA@O`Li7G?wWFTVX1<|qJnKC*&&E>E;Mj!lQCT5E?rwVb`E0wRp;h5g!_LVBP-5Ug z>duUo+Mb**)~DkIEw)pq^BD%F-SaA9W83Tn65Rh-V$Fv=;0yoUS zDR|<5f787|dsb+XpxU5dnATGGhynefd%?}$@VKpS$jg3|Vc=1z6ga5)SfKIZ?^JK0 zdn^QqBvZO&8Qhr!%i6v&D#3j%`L%{7hzi2QnR#OG6T(aQL@Z*WQBbvaa~$Dka$V zKzu>-g=0MdZfM2`MrjAA(0ot4FC8IVV3_g{sEV}ka*UB*h|i=2m8dXu!v*kFb_5Cd zR65R?|5vCPRtNY`eeg1hMpN%k9v9n$b`*u4(^Oc0t35@b zSxzp_YO&f=fWFToeUl~Kth$(uY5Vz@R+|Z*8`@hyc&}G@5W9{yNl=Jb>a@U>BE$jw zP6p?H%C>}IN*3R11rLMFZT^!^4Li`qP;?ocbe3V6LHa!EXSsM$T=XyTwM8JJ24qDL%Z*4skGqho$N)rc$^j-E#0kg z>YyLPT8#|Er| zRQF-g(ZCj`)fjuhY;O`7@lQ{K?e8d=DW9HEjzm~W?x;``%(#$# zkV$igb6p(SXQ_LSswN}^?uOGCwby17xL5KB@&7C7)A zbtg&Dm9mHKE6dXNDp&yrp(p7@zR`I>H{;T2?X-771kKV-Iux zGGQ=bg{=sOUCh{qn@`2|39-ULI4b~HQMR-D6abzEnYYg;Zn|GzlW171PhYy!k`Zz$ z##VAab)$j+>NQfTj6oRo@MWf|@djp|ZD+IZW$n<7833^J1~J_(p!Go=-EPE`QV(s4Q1*9^W6uB?-q~N!3WJOFLiUon+nzX3xJ~|} zp*7lHLko`eIj@H4jLiK41O83V=fUY`s&i>*aY;HLV6)%(q*or}l%DD4_r%D_yw<&M zu1yS(IY#-{6cc%A+bu>V2MX6o;jpTdkcOFu%-<0K?whUl9^RcMP8+D1ucJp|eut zBu@_!$AZWsGKJ55I-!-MQ~t+vO}i81Y_p-E4+;WQLqhTnUY>@32=CeA$nk|(gh7VW zf_rVcs_7WoXaGo^NQ2NlyfBDL%?el;$u+8ia1ZBHoKB;>VUx z%lL61;5q-eS8D#UCGAoHtU`qMUyc{Df7dDk7DVnKBr#d!5z?BNBMdSz;_FGQHR2Nu zLNPosNemI52!l+_GaQYTBBwRaWH?COM+{+Ts9`Y;5F&r(JcwQAbu=e*(Bya{dn}gr z4}af4SwFR+$2mBe}mxNkCXtoDH$IuLFEgEw6#M=%B0 z8|T~22}K6oVyN=7#lQ5ecW(|U(R#US6Ph6@}eo0`$%E?`cIECUgYb(w^s! zy-NfJ^xKZktML7Vk>Fb@0?E%nP`Kt4it~glsamqd$vy&wa$UO|DeKcpYzP@2I` zm7*O2z}x&6A67$mtUjAPl{wo`L*a85h4=%kBO;yKs^C^cQpUWGw|M%7jvP6s9l;{C z7{*h95JEW*A-aw?m(yPf5krp(p9&G?6mUA%d=NNu0FQ3koIabLJsn*v$8z&)tDABj z#BL$1w3qy)>TMZ@i}1DZR6s%E2431-j6V?GGL#PZRthi(_!NSR@zbYrdu($EJgO@3 ztB*t&`bZF}Ch_5~2MYzGAaMu2qOy)2d8tt-PGRK|v zs}G)v$nPb?FgPtw#9E|B3d<$#BKj!$>G;GCp8i?{#n3wdK*xWeAuLMhsY(I;gqQ}Q zo3xdA^W6#muU=AYDdhdfyhKHED)^1s^4^MP4)C{<>V~dY6p>*m7;EM`5CrZ@0UZWQ z)8Uv#9*#@~hgjyl!B!ct5Sr^gG_=h7Ty~la9fshD6xE&rbcl)7VoYq+Bx#9>2!gxos0nRjf@I zdR5ZQI^MVFl-7+q40N@B`kOCBIc%tU@wGD@e|+Xqu=m~U_t}=_)p$eY)A9gp!x99L zw4BC5`W`;`lFxAXv^e+4Fop(#kj!w9dIv9lLmP9Sk_)0u!l#BE9{>r(k_zGL^X2)) zbW6whj%CqmNax|xpp-CRKbSB1z${K5qmlpjNS@7ZnD|JHpi@CY@Ns%M$k7Q@2esVM zXS{};~`Q=|;y;Cc< z87LL(QUiv(U;Emf@2l5d{9#~Aq6kc(5(Lgm_Oe4{68vUhJG=sn_*u;eTFC&5MCAO> zflbMEt~7{;GDrSkpVw+ot^CXQj5tQq|plSrU7hih>B^4O+eZK!i7?PFJ?#*!OQN;+u zkwPg(YJQSv7?9;NX8=#tk9Hfim)X>UMHyccPgn?NxyuQMbmC4^E%Xg%5ndhmf(|pX z`r4Vn)xqNVY*cLjGIV*aHbIafuM?t=c%Kr>%>}&^Vu^<#)R#g0IX{Fqd2CRW{D%Fm ziBwAoIT+%9nLhF2l>WRA+!PRP*rZ}b9fQ%S)lxO&hzN|*36vA1H;UVjYDre_1X|Ex z#*fNvY=#MX-7n_tnsLzP4lQJ%!0`Uf8J#b%meWv%5gUB(-Kt@*`~hC0YYTbB?-`vD zC)>b=?Ok9Ho$9OdyAhtbsN8`!b#;_?57@??{g(xjd7>!pe+5k~jajl}73DM|S zdV$6^E5U4atN=pp9e9MF?q04Y=d%@ONwvbm(s>O@MYy)4LikBVn3qko-^Y+We(|)GZhuWx3Vzn`ol7~dL*2Tg2e4iq8L0e%s%0BogEwt zB6(JD)l+fvOpmOPfRM|x!r8%RbE=4k$_hCWl6mT+a@(KxJZ$RJSV-roGrluu>Qqz+ z=Wd>_D9kP<1}kxLBqZ-4xltkDPa~6ZmJ!AynF2USno#}*%-k4!OFd%g?M}%NroGrKVERG(<8KWSPr%9?JhE9_?5|Vj* z`CgYOXnMp~pg|~)FaM}0uzSQ;MucGQO#hhAm5@2EN0TB)LNaD>KJ1K7fK-?2wr21Q zSCb0OZ4q%jq=17|tR2XV@C-diA=%n?sbC=;+i3L8<#@g?&M#|iqvbq^#jG&jogV0* z4zM;lR{;fyEOufOP=uvDb`lR_@1dw> zBSHhZnhXtRT>vFY{TdhIv6DI9(cCBv?D*T4)^f{TYbUdSLN-e%<+wTK8zOStJK;POv#0KR%TNBgtq1$NiywaW`V6p`!?F( z(ghaMam;YOTh8_ubbD6r=hiX92!l-KTrcw)Lde!ODMU1rycoGC+o8_?Ld?gfG z+bjVEi8tr#@^<gy}P|lo&oY5ddgGw{`5k9RFYv8 zdPbKVD7-)4gxgBo5kl_9p!)SCmU-pK@W~XXzovpsJ8(NC-X>f^%Lcc}69mkhC--uaHboh{{l|X8X(aR-WtI zGn7C=@E0kRyTg)-M>jBD{H!msyKee zGG%?t=>@nZ{?Y3a*IOB8zUMRHMe;K2YCtnNY_iTk8JupsD|@dk@CX9@hkS{i zu(|tw28RIf0srMsQyfnwhvlI-P12G9BEu)a_-BTM;N2v6%E#-e1Boo{n}}Cx;6dtk zlA_yG8^$b-33(c19%VA?B`-cKr?4#r*HN_`3emr+i;gbm`wPC!ctJ%c&)bQ#Vp(=* zv7%IgS@(ol?xbX4fn_@A3JW|CVtM=)hq_rBkH?kxh`5@}OIq?F0@O>!(I9g_xo%1a zm0n)x70;G2;A0_5M94i%ax~gZ-<{Ed1Q|9}cZ|qfhDMP4&@~tm0@SzTPjU{-&`+&k)5#v*+G4v*cWWI&TFXE6wbnDh zz58tTlDa=rIw~^!OZeDO(*fYzj6V_$LJ!lU-TG`_6EoCxfGDw?2*Ee#ItmdM!{$`g z&}Ra04|ulJtu8*H_Uq(XxzO0qW=;$jfb?gEtO@chD+3EABn0m!b7+Ww{}Apo6pIO< zf(IU??x!~wcT6{U!R#+~relvc#LBMpVq47F56B(b1! z7b<>HA&s{P8N(bwO(wyh1CPbSH1i3bHjhOVG#&&~{Bmkqwp5%GZ^@cI>E_8;@}TxO zs8Q@pXYTed|AX+KrKl?f3nVn}B~9E^D&!2cP$1;tBe_U}5>g*Ms|2ep^(7Wm-b>-3 z&MO_=P1g=YQ}PsInC`3xti(e5R?;puxEW?8>T-?*1>`ONDs5bSE+VTfZ)Gs(AaA)x zItRDqt%!mKQr>DoHwCWFi5V>6aF$BbQ8YJO9ZBXjC?}B@r;b1x8)O%Dhe;ow(=ayW(7xr z0&*f}&&rvwZ8E6V}d`Arck+BW4S_)DN zdjLcCef7zXj_UuN)7F#JhKW7Js>w?}tf2BZgnm1xjaTY+CR0&RN!$~_AafHk<>e2i zGOeN^FK(e)-@k*~a`N_)samN?(E3)sZMg^qHOT{hVX4LI0FHH6R+^}p>&9$rH79Tewyx!_7^jLt@ev~zi59s_19{@ zoB+H=3G(7(JXuTU7?QmEFn9(Cxc%)&l_%jCCRZ!iiRxTas9%l{#YrStLv$-6)YoIbh zQEBmA&lsa)-A*HwGBIV4$$ImWcPR+6VU|#3h=_sBZw0!{z=l$}0H;zdcz3N1vTE=y zBVZ|&mE?!%?3~U{k=7c|NgSCzU zZm^biF9>Wy+%W=FZ|(V*wp<8ocWXTZT%Xs@C(^au^BNPt^tN8S+^l5**4#n?8lv&O&U8su600B98L5-<3cp)22 z3tm{CfADuA@pg|f8lxiyY)#z0r6hB8eN4agt&bf7*7~xSN_m;hx|h8U0jjSzS2Qy{ zKBINT!oS_?&BOuUTg_|M1-iS{4gso9Wt+9U$*y}UV*;4LQd&LV*HT7+>dW=*csd`e z!=byE>!5(`<8C{n@t~DHw6%NOB@X!B%iIIc#|*oBnF(NeFT3t{4(*;E970ibk={Vf zOLQN1)KcLs5W)xD;|>&9?0w7Q1-To#`<4k{df&QEeGcvJ1u-t*OUeEAu#z32?xnA1 zz*_HtgSrB$y9by6CJlP_y#a~|z};KYwJ^M~o36Q-`Yqlfx(tKbiQtFeN+863nqECW z%yzpG-z7rj@@&Ot&CAY`VR1;JDd8#{M!b_g^Y29iM8FMmnF&)qLfTXiLZWm0pDkcTQfsNGoZ@N^>QWh^am|E*FX4(K;?y3C)J>B}Sd zY@uD^Un=vP`3!>nw*+4Xz%oBt4FCzG5I}+N9o6+-n*vA(17i5u>4j=6w8gOJfDZd< z3HLL-ZmrFJkf87|!~w5)IFcbO?b$La6cBpw7v0XGl2n_&JO^~-2>NxH6dOR`BR**T z5w&}UNU1!ae!T zb~}~}9}VZzX^1Zgt7Hg2*5CYoyrR~q9Krhh)hDEBOjR0eh(FL@eK}Ws6~kIn&8R9n zFk}m7|I2uBkZE%$XL~Y)f2M7vdA2#-Bt_R=E~a$g=wk1dLHQM?FvD4vAEA(LG-&|qjbhe<_JZ9x& zcq>amm|3K>%VzaT3*X4%7dZW)TIg{@4sA`(D^=>i|u+v=QGHW z%Kzteq<5hP1AoYC9fVU1^Q>xm#UTKEb2Z#6NJo8xDvW zRn8tTjP4751qZpe_(j?>BAZNG}!{VJg_0k|LXc$-Kh-4mWe0C8W zdbi`dqtWa;C1sdWi=S&L2ZKuPN4MyEI)ART`uH(JLNO25`Ali`373OGC66tt4+f5{ zM1-CQl}`D+Ld7tsFs) z=`-&l8IIG56rH_tCNxDD7rTr3nNA|T!WfBFJ!)A{J5?o>UV4!TJ&`VHDoTmtXa z>m=7p$I+mZd#xxH`lM`8XXI&Mv({b5KB4h6ghuMO!p-7V%+QcQ#qH4%*Vm;enrY1Ac-qY0(< zQJ2JnRu(4TzY5Ne|g~L$w)|^Hsqr$CNxVbSm z5eUO}viP+u8a)f4$l{&H;RdTqoC?vPlUhYIG$umQ-YQ}e_^FQfLvKQ&y^asCpmO-@ z|H#6j4i@SW4k95OS-RDyCG<$Q`LPLEjQhTfa8-|-9%u+j=Bb@*ruOg@k-*Pld^cLD z(|vlxxQ9U{ix27^30L)q4@N;DwYItIIB07-141pehA<2%!qnaxia01`o}&(!Q0d`0 zMnNI9RMhIn_LfR^mVN5~@;(5%2>60-^%lWs@BijRgeIluN(J1Wo>l#u`Ai0;htE>$ zE`^~|xwnTw)$M6~-me?y&Ys#w)ILuykcgX9mg&Ysds&vZB{IHhO7!4oEr}HC>hi(% zSSL{F9U3JSIi%fsCV`(y5-R3pRnlIPI206;|7l=!pb#*r5a7N=qO{*fZK*UYIM0mr-{-{fDc$`bg5QnkzX$Oe zX^khmwOk+#i^?-20|3ki%%t^wQ(Cb*oo{L5u)e9sQrM-uU9zCW9-dr~hA_UHKm7L~ zzU_!-i?O<+&QQu_4w+nd0;t|j-4yL=XWjtyM13twS0aB88#yKLmJii2@0Jn*08D3P zao%o6E8X`Xa{1y;@ZHiarE&{hxAG-}fbHU*uFT`xG4t8yj&UCdpx$GPX?xFzZ|WPB zW?QP|lovD!DqLTr-Oai6-Rg_P0NHtkCKQ+I$fAy32?S8tE7RHY`D8Y#UI^UHE1CqA zAG69qo;~|_uih_1U-=jm0sl_Mzoc6cWhOM7JX6{}@*F5|slnT1(A$}W+1^k> zVG18~>oG-yiTM0X z_L{neJ|MvLmg;=ft(-n{`4U8zvS@sWH#EwK>X@=317v6G<#-{pR!3Xi_aJh+g(lNR zr#MzGZ^U+Mw+IaQ+-~6qTsw}6B-X9nA~{faCn)%XFlpb-#f;iV#Ze!Y#ds;{u~Y>J zO>Rf?E62pTwWBo&D%_*zXRZ;y8ZSmWIu}4>(QZBZk_9C$0qE)EQnp*Wl>h+%CYRd& zCpjP7t<(lVQD^79`b9)_1W-fxXKKww=kPNC%n*M1sb}~dK~wcnww=8?V*;ol{MxCV z!_NRPL&4H=G|(shyXXFwvCR$&gsGt3hGvN4;rXM05znxjmpBEQyT-oMEEtdyQMjm zNA1bgo9&!#UsJ8mZlm@&1vZBiOoLN&f{7^CJE!2l(B#=pr-$xj&nU^d1Zp8y%Aj4} zRKWmP8&aA!wR1|#?F>2i1+UQ;k=8i}djxFdQio6ct`un9N}UV>Hv3_|Ba3ARs+%7I z08H-XJ)5ho2;F*l?sM?iM*d+VOWbZY1^}2GR|`xFAP|SYg z2E@$A4LFV#^Ofu_bc-YRIc(%omg{mo_tUME1p!n}`R=zZoz^O=@@^?VgJ|}WPdDw$ z4iK=pc3{cp>&0QI4DVJuw%AC-xG>iyvxuw6HEzhQ-iMu~WnB1+UFEHS98lbxm`uW#=FNn`{Db_K@ z-1i`Ijj()nHa}a7(08l70su@G?q@5tFQcoK{5^C?e z@W_*sp&Q

lOb~M5bkBdQB+9L5hc;a;YudktJ`TvyG`ah6q&<^FYYOSfXrM_^&mV zz=8-@+0GtXAhc8M0m~xUn(G1z5;2D8a$D-z9q6pzL1HMw9g%uIR^@tYV(?N92dS96 zsUthy(`9cWOs&Z~!fG;f^TBX39#)fC4k_bdkcml}!r3@>TV@`xAi}L@_ZIcf)ZO#8 zVdzrAlOPZi^ql6jo=>@vE+W4*m1Q_cWns~kb9-2r1c8|U`MPhl9i}z^2NWbScm0W` zfcW~3f!q~wkjg?+^zzz6BYJ!>3D0+~_alPRS}KEuaB%m*rNTe0)u^at<3+7Zb|Bzm z7#5XMzcmbCK_nKC)J|Pa^lgK!1!RO(W!PsTLi)%!SRq3V`o&-}5eAtUGjtGsq0$;N zU_m6t%#K=RMXqmkS%g6*HkbGbH$e-j*5;A`LQaILm}u`4D$%!%CGw6YapVH%))Lv1 z5RO<}x}S%uT{0Y`lFK+O`k3=(mjMQuyC}_^3B}T0%LbiVk(Ou>;{H76nqmPzw7|rrpNlXetE|u(=1i(U*#K>oK~|!Q(zM{~(u#cIzYi?*);Ew?xU> zk?6h`#KM&wiSBz4T}oc><}XHP z0pp%g$DCHh=Si*G2&xZ-r-1HimqeFSnBB&uGJKlHbZM_x?AtM3-S@DVN0I1K7>ZNj zif*Gw0U($Mx^BG}(*p#vT!!4yPPzV=$9^{MCuwN6F;5U+DVH}z6m=_aL=176%RdzD z?QUgmM8Hl?OZ=k@d$+XYzX$QYBc9VR2i-J8C+in0GHpEsWZ^9>m=P%GaGKrDmTT23 z?3NY+08Fld{7=+*lVjE0YM=}PHkUd6=W=GHTbYwnK=}1!vVnLoI$r~QL|FI zqFc@YK~gu1u^JBUO7#R#T{>Rs&U?pn?7jz)L%*BQNSfMj*3C{3K;>0~JGy9jI->Cu zx`@j!@E9$}EhC)BBS(O*(o}t3TQ}hogY~8FvF0!D+&EBX) zceAOR<83|pLdJuj@i5nLVh4Ssg{>K1=p-1lolA_y8OuIN#6ZyubMxDqgEahdLY`*J>8$VIH( z%JiH9I@kF$r!y@&^xf+Ghya({rxcta)?Nz?_^ym2eq|wZ9t$1In>rAh+;3oGhFKY{ zNlq=6))!+Vm5QA5Hu1qCnu`<>D)@x-d2(ZWHMHbg6_+aJ-4J~5!JOE z2?%gQYS{K&?MXHVMoHFrqH{VUa-J)qFEqHp7dbcNwtlNf$q{-LDgC4^?VN*iJ45)( zE=cF_%T=T<{5+N-n<*V_^#G&-mxJ9;a^kOJxflo~RSwLwP}7)<^Q%)*n@>CX6$n@x z{VF@?4Stn7MBIp#>N+=gAluO!V~cj=_NW`#0ok73=vTd|x52M^S1*rjt4?TFzd8Wo z%9V$FCwI|c>sV?<2FN^`RLr$>8%+|kD=w}oTN*p20JWph#T6Ch+pStM*DTRKe)N#-_4UosdVbNi4N%=Bp=`tL#H)EYOs<^@)_)EW`sayp>Z$i+}xw{!pk zs2u*oa=hy^JLJC?#KOvME$)LDFXXg(SQXi{TUreOSjn+;SW#-w^9bEyDI&n-SfU^K zYV{tq6$pY_*;myq?hk5Lm5cjgwOGfPa^J&FF8eOWYF@ot+2=k7k1gaMJ`}#}W}*LH z6Mxy0_{&&6bLwOb)d%X9Is*V!aw_7V`tAM$0aPA8;orE*KI}&OwL2DWvYyJM+HL&g z2oRb+MW_w_T~h>o4xUR9#d$#;Q-u2-L>GVjOP`i-nCAnN=CgO>!*oureeM>3i_~Uv zaQZ%s?WP~Z)Hw}H$|uYD3$;S`A1#MVB}i4zQxU!&Z>Faw8`*R)L@Iyf=;3qVZo9wN zyZvZMrxL0riDC9%ax)GD-sCsv01FWfhD0O4{5^oz1F*Qe$k5W!P;qGyz%xBC-vD+D zSbURZslFTSw|a)mFrqAMP87heZ|0L{iy57gwv?ST!>WYvsZSRf2J9OdTei|HDZ>Lb zJRPA7%XxFWNF8mKJB+rRe;mSc&jJ0m_sf30UeEz^b17h$#>qd={F8VPx|hFsK3lET z5Ut_R^_);>1tjDiP!JFIRS*+LpYR=ZK9kuc{V;*!82U20f>k`Nlb!^@tzh7ElBLl?lv z4pJ{2M}yAIXb9yFN(Fd(pi~fXP`Za-XvOE6j{;YNwU%nFp5PJ> zT91;}%l*ZAH9DoCjfvbl@@aF%+6X2z9~PR2xmudhUXDQ0A))w0E7CsG4ej!h8QIXg ziyWCyf@q{d_owmw@CH@Di`kNn7^a<)YWLUYeZ8#Mu%QV1mX3MeY4zS=k5uSB)?ue| zvyinkK#wG4pR@pl>Q9cSj`nocm@F55-`C+mJD_1fDp_llRC|dB8gy>QknYOa2TOaj z?$-c=O3JJL!Dzggk7XOGJ+BHR6mP|F`LXMK;NP&yEq*O?s2m4RafI}ftF*@vXb4Lx zT`%XW51)=^QySe=`M$k$l}u=+81v8PyU|?TAU@-e$rZYKEoun37Sh9az z2s9|&3Q8O9G^qoR4cnx`*LiS2g2FW@$iYIxR)`urEta_%xf~@Tff|-;SJ@5(yKjeA zcH^_zcD9k_g(VA=5fD+(_>p@@*lrm5)d^IXeVrQ6ymX`(0k;gGhEIKTW*pdiD}zt= za<_rSB}e#-g2Y>Nd`@`)yJ3Qjzw?Fz0OWOk#PcZnWFCXB1r-c{ukq7z^Pi!N5m>qL z@5bhG>dx(?5e~Ty&XQ&5TknJ%0(%phhJ8e;YeF-mMC+A?P3U~J;XS$tCv;orRvgzU z61H1LkP^XrC;bf~0&;ira0*A2N^Q$yYPHE2!9a%KjJCzL;eIU5VsnDSG2+!y&x#fJksHqupQcX<}p?EXA zOQ(A36_SQ{st5%T__qXKwjT{mm!kry4UE{KBc;|gf3?Ll)+R9}Ggx=fRS+(zB=<3mzJ|QOpsMqM(j5hbH-9CoSZUzkiFxgUG z9HKjq-7EzG)a!xDiwZ=EXIMd<*~(al0QUxSDFSKeNzLdP`sO(}GC+Qdo|aU@GQf=L zzt4%A!&a5Y-H85s5IO#LGhS98eA+Gk0{~18w>xc1AiG)VzX$QhOgzYYfDAXHW`5+a zL3`8F%anb7)@E#!r=VZJ6(q_Si}^L~7r*I=FU7GOD4VJU0tF3x~Z zOCjWkJU+9aog1>)X%C@fLh~mggi&)eoh{}|*?}?4$wruTu8;;A7Nm5Qy+#vpqy0-& zJ+!B*8X5Y35sh|l9kz7j4xPT>^V4WCTb--pI=^mC-d6~~8kyoKn+==d0uXBNh_EBf zR8h&s(r3LwEU-|1uc}<}_CF7z9l%h3BGkDM9i38ZSLHRsx{Jsu6MRnnUvK>2&wjxF z2Ln>!J*VwiTfQyug`CQ1FT8Ui^d3h;sf)Usji`?}I;A#=C_N1eJ|aejS3#lrZhW2p z5%W~B!S|n<)GXseGCcOuN6UXjt$!F?DCJaaA3XIvvDDy_wl=bg^E`t+xNx zoWm_jurF0A{1xh*K`WICxUNp;dD3x8n*-UQozY&UvAP07UFHQE9oo{Wx>CDeUJzI) zC$GExfzj_pG2b5U3K;4?ES4x3dgf{&fkOaDS$nhPMNHdSSTjN^+SMuu!y+wELMdKF zLXrjp@LUO5MkK?xN{B$fQ)6SdK5Qp5H@nUo5%gXoQ)44Af=-19J*ouLQ*z~UE}J%{ zO7NIk;MKJbI|`jBg!^fE9<=VnaB*zuP+8`8;1}sb(4dq2NBO;?)E=h9gBFdN@WROM zL)AqV3K)QYM5mmo_N8HDOH&;K$UC$*b@P(f_s|Yn-Y+C#+A{IwzW2`8D2UujBE{VX zmfTpAaG)r#o6&`9``t-pde{&KeC zQqF@|be?~Bq1MB+Ixo>6^bjWbM~Cf#SLTVBGE@bCRKf)!1aIwVGuUKL%Ws}<)@oIk zVG1UE9fSl43OB+#vx0A!)UWV82lSiajb~I!c3*2*!3R*m|L!n5$cQi$HZ{Hnfqy-` zQaHyj8Cjt_4A}6Ee@`T$HroRT{5Pq#Dz0lb?BZ8-2q?f_-(AdT188|*g~cWQQ=c9) z4A^h)F6f4#lj1@o!%{&1Wgtfgz+^Q4Mk~eCau0()3bLmtbUAg>f|e5~H)!UUH=I-T zq^^muT z00oVEN@IQcClL-yrE*+`X;8{TL+vtIinWKvp=uhu@<9ZpUBjVj8gz)>P~mVWXxt64 zLIWnxMrCis(tIf+C4)id-JruW4sQ20?RfVa9ps#jVTe1B@~l#$LitIiOp{l11Mqk; zDmt8ov9Tk%k_pv!GF57U(|-GEa1GCN7(4tz$6_dp^A#EkB!+`zMz)m-m@VNysnTjA8#;+?uI!1;C zKhYM5I2HyNMy{?hK!Txv6Z*@dw6V0G$|SS(An+dseozm^fC!gi`nnP>1%%$uquw#k z=R?$nE!9=&V{BOQv(gIb{@e(|IQi8^NHlCf>*4ZZu2#6TwH`bt(Wz`0FHXj^a8AzC zTIl{;Uz+C}(C_U0uT;jq%|Sk!t8TTW{I3Y+IA}dmTJ&de zh^nP_J1z$z6cM`Zn3hx4+}Rd7frHkA5IX80jxMP-rRkD0IU#Nt<0-=?c~C>XqNju9 ztHgo|{6|4^7vF3T8`)NF^Pj*$>n8l?Tp$v?rT(fo&V#_eoA|umOmD2Rw3VwGfI%no z85ej{KI>D2rrBo+2d!HvOofbPJggcZM}opVsW4xitwmrg{l23rjs~TeqW82g1?`ZJ^FR0}I>buKKshU0yRi6Ywfx<%%s7B=f zRu2X<#gLHEG-y!_c`d5`wx{|`E>n8bI*|koss)qA(J+~6iJF!mLi3u_T#nThY=((n z_hE`3hXD2ZZZ*A_Zci>R)cAs>x8pzcB0a4 z|4zm)kAb(8{dEb?g37(1LggD3$+We)p)M)J_$+nzQ8^L1Oo@LVF6~De!t^ltkxn_;uTRU{H!R~s z)nMg7=w)e=ORb7rb1KPrN7eY)-eGcpS93h5y%T(SG2V@)hw*|Y7-%SZzIpzUkhF|L zm;S6kp^F;xV!u{*h*?HDDpHP9qsz8;J3TG6K>C}X(Spe-t%F||*{Uu5DIh{~Kg1C| z_IZIcMeJDmd!@?+4q92*SZlv_ArxxOVatKgL%mEp8ffB&JSn8w>gB|$s;u^FdERyp z6~{WJB9GDPr;<+75+2(O=rPAaSdc#{fERLnuq_99PK`c9{$zT}pXgc8df4YQLM8>; zdKM9d5J1C?cn+fxQP4mek4DW@dn}(4Xlvt@OsJwBr#A*{G2}ETp?Btsx6N4Hyx!J3 z%V5y?F`ao#gCnA3F)VP=%W^yf(3`t(`WKxErUtYv-EaQb_rnCHLZ?zwSl&oy4CwFf zzFW{B$cJvDJa5??@wx(cl(3L8ti1=xhvhgH(zo$J=*0>>OA#3)l%DGm$MF3*L}n{K z`EkToxtwyl#$B?)|B_|G|9JIg4-kd!6?laA2|i5IfYb3tZ<4h%uWA7=ppcC*9N!>+ zQ~zBHx5jV<3+X4j-Qwi8pL{i%xNU;#(U+h6-u+udwWSe39PjR9Kp_bkzCa7|y(FtZ zNZ#O3e)XHre>}+*dy7WCi zn@^||l@7J^uXDwc2C9KNV~Y>xBQ4;?n)8Ju5ot+3EAtMYEQl%efH_^zY#i?{L7#E44gqgz5(*@zxb^j zZ??o!fp(OF{q=wU-9HPno7j$0vOoUEuLfW)H+v*MkqAz zWSVEo*;tM{S;ljZ%XuD@-pQ2CXKRYQ?R+vSBrPj8k4q{rw4Y?!bocRcy{btYPP524 z`{m*<^1lTa%I{}y@bMCK{t@*VXg_LkYs=?`&e!pPmuy&YJF}qhwq?ZhxTwQH=dRG1 z(g}g0G_{m8qP-u#jqxXmOOgW5$&VxMV&tJXeXEIjrH?qVnQ*mMM`(}t3^ByO82w0Qgx=Kdvx5H z5eYrY1AH?42_1QPx!$V2yP>raJ`dHuL_vc}6n;SGgKSRbbbOi{s~dkHiceFC5-FKn zLA_G-^tGrG6{?SGVV!&+Wi6v|$z?|a%UI~XcSLtI`QWK=v}I?3P1~WNe+2 zqWE*v^a6#j-3uBtp}QUV?R_G}T4o@;mAOn#gAxsyyU_3^03l%-+H#-f5)K14wWK4P zR#olg9uUjKa2W=-tJ<-kLc?=TrQ#;bD&tZjfWSvwV3#E=W)_ZWi;J8FrQ38;H?39V z3!OQ2$t60LK5F{h$4UCz;h^&{*SVO{9D1Q<>3=7Bp_ZV~d|YVKy5@~q+HA?KuTl+I z=sw7FY4)fhYUw{77fnnkzAF{Ek9VMR62NPrOn@ZH_ZrR##8;2**vmOKT3m%v{U2c?H} zRq@HlAK=bshEtZJLr8_1rJx{45USB2_SlPsQ^IF2CbJC>>B~u7%SeTkD|rySF9grF zw2D-USqk&2SYScOyKy=@J_yPmBvBNmFyJh(*<8&eYO~%%k*tOO@PKEe8A)P95UB6hi->XQh5FzTyO0q57i7ql_*RnFh z0Ph;2^m{meoi?O%QkXB7bJ-MG>GUv#mF@_WgJ;Xl9b{xEacx~d0uTrSKLtmPtNFcPFe`RUX12) z-JWIViA2RB;usz_xRN$|iPG@M9SSXr_%CdYk_=R{AcI5SweGXe_!Vj#(BYaDE504f z3LyboT+de7!qFkpwXw^dVUBsip`rbAl@`+08EWP5UL;|}zYOAtQUliLR6+alYVk2l zs>tBb*QtVE5mA=+`G!dqg#>JIg?JX7bW~6^lYTi!oaA&^;F`~D-+;ZA3J!9v*TT_XHMHrSp&Hr>1sT`uq-R4kJ2MRMt}#Hr57_K1 zXLP3TLecFI_Ha|ZZ zam7cg(de>9x)N`+qoIC1B5rF11Rg4#tMM>|%iHiK+u{E?x^OoO7Gt}%g05~yoende zRL!7OhobVcwZvYj&sYd^eOHE`-jJ;z+vuW2Ip0$!q_MNkCjb#{Tg&6PxnZXe{OqO_9;vH=$)%2=la;3Z>Mv z4QU*YWY$cHi(3x49BtI$IAU2v|b33WoeWd_uWB{8PlFVOj$OA)4VJ zbptPQju0Y-^oVbThywv1Lqf0C+}9eC33akNi7m%+3YZAdZIVETZhklu-^%V$&mxA3Z= z=N`Y8a-bn}xem`P4yWU3(77G$Sw1Ud3{`3TTnER&G8MWHYP~zzPo^|tAPX-`UB}l+ z(dR)#vLJGcYMCH%rnj~l8aMb_X*d)l$XiL`u#*k8_Hdjnm<5r$NrX~%aSx&?jaA(R z8ic5nKxpU@O;t<-@JM%;+RjaP=HN8 z5jLI9&-w6eI^S?Y)~MT<4c)vWh7?$+Q_YygA-%SoEel;!s;tIE20Ws8*uA7fD)w7> zIcE>W1cc%f5k{H}ozTUUMfqiFP&KyJG^dNToct(`Up>ibukR9w{$JLiN8$Ke$)u#!+5V zcuB=8t=*tfxjfg%Fxh-88D1p;t5oc`Pu#MQ@fjEOyx)#&TFJq!9?9VFZ`f49Z%kN1n)$Q2n`xYl>jHKxRbCXGhEVZpj&0INPw@>_}|a$gtrT z(gr^POARhMrRIWG;4ak7jfTN6ZZ@YgpAQayf z{-rJ<-6KFJm7E^b&GV*_oT`&06S^`_@jHGC0AC-ypX&O)Jx|rhutAn4{N`qSJ}VlO z?WKu8LRFTVdD)(KAlu8$oCr->de9rxksMvj7Mt1jgl0a;PLaaeOOGlVR-A~mCSMJI zQKi1S82R0E!leJ%+|+ut4(yY?%IbF&%i4RDS1G`z|NRP|xm&#beoC6ml!dTiDWoHp zg`%`dYnbeEn;&;>lkVyuM==MpOKHHatK!f{-j2>n-YctyibJUYo36@z2bwS)%jxH# za$i8h3R&XPR1;;j^*_Yu zb}wW=D9X_>o`W16whJUd;r;f}u>uQqS@W!E6aR8FzG6%-uZi1ho>%L@zCRbG{CbDF zc|vED(g_H(p<6B$_`JC`tg~TIkR zrb1hlv#})EE~yJEW28qptFcg*t<_}X?%8}p!>P1omRetx@~pj8c(n%XI+mMryUOxy zh}>K%z@}rlnJ3YUQf`Rc9Kj|FbW$D60tUl^V`aTF^-wJH8=|bw(6HiIo}mP*E8ZdU zOu$0@o+wjk9#xGenwA(;M_xP&I&!3ELt88Nqs#GjrH9SiM|va^y0T3X##gDfaIGWS z@++(J_BKV03>#$FsS2kYc0tR2w`xsYd)Ortx_=?!mi8LaY0y^=bQu+7d)f8rinS1fJh@R$GYpZ_NV`7A4sDU(GhI<&fSVUW<7o0?YodD=f>`O~$Ha zwt7C_u2;*MIw$FTAWL5<3d`mCR~Z}6=CmTp$GS*)?dxBU^I?yyU*-F5JZSSwu0(3D zUys0H$yJ_lmiX^qi)V5^?2+rVD#lX-Y^1%@zE0~30azqQq>g-0@lyMU)YTfW>;JeS zH*%R93Njkiozs~=E7?i@zX!^JRUue-Rb0}t=1bTp64y|1DFk4VtnX+Rmrgz5Wt8kn z*~e+G?=%(KvW9nW&1ha`sgB`nui*s}sgRv(f36 z_mhs6d_!8;4a!rRe0JysRT%mhw@G_ywF|;xxq5lGn9Vk9Te&j5ef6?}LivA_zM_*n zDS?JHHq;EInQmHiBQlHO#1O|U2YYr$=&(h#Ldv(Pc}l08y5EIKJz61Gi&!k<<#^O^ zrn8IuCy2e-%z_-`Q}b1gw(n)8Z31t>Ax^Eu8lD>D3yrOV%L8 zH?$9gdfPR_+RN!zh`=)0axOkfKkywPdih~{%Q|scYARy&o9t4I6iA)4cyau&GK4R?2du9!mTwVz<2<0WQ`>ZVwZFjpJc| zbEW_0=d1O0hDerW@4pV_I;{e)$&q_E4!U{i@97avY9G0mOz6^C2QT)Q+wq2O7MbdC zKhwz&;q%aCkua#-j4HI3M{bofo!L;;a40CGa8Q?GxNrm*ROq~pV9M@-nzw2#f$7YK zYEVFfPVyH=jYt6P{&FZNJc_l4zfp)9lf{BUONSZFz_8aU{^<`64^W6cNurZ*BbNU~ zgwQfu6LoyDi+?ICgzqQe+3K+5y`yrv#4>FWMU-YDLheB(=e7|S=cZa}vZHzl3BfFU zyaQ=on8cQJcuuWnVk!KO>E%pFW)7u>>Cg_%kP!TN3S)Zewz&HTvevaM z7daN(BX}5+#Vox!Y|KU=#C|G5?Zl3T*)nl-MVL!CjL75K-5l4n>+z^`LPGEcZMm48 zjCXWjow^gxa4(Ac)|az61?;=-IUR6GH{eme)$7YFbtGexfIvazo>VEqVOghnM8>h8 z^RUzzslyvB<7QV#F%D{Zs5q(8XQKLT4Ha0>$wL*M4Hc>k2er4o4~x)zWN5i7$2kVL z_Z^q(BcDWyo9QfVWGSFvP`d7wmPHW$zH<=HJp|-ij_j_DDBy-GklfcPt0WHi-f}uw zPA8@AmInyP-g3HgV!fwXCb{3WyXA=kzAs1O?>c>UFGmDQs?g5sGv6LoCpUCg5h$oU zaPgEs(!sIxPh?WnG-!Fhg&~?z5$_El@^^E46jVZpvPT1iNYSA6uJ@j=sku&>Yz{8R zt5&V038s8lWkT1NTW*3;l)~N1Ezbb=rV9_P20kld$8d$4`#5F!h$-m2uToYYO>~a| z{f?6lZYu-~$4e{oa}qRsxt=}INvnIgu3%8Q=0l_X^#Ad8=Fg2C*S&XaZL^ZI&uFxa zB->G50?3wZS1R=?saYjDvoJ$S@|MR30+%E_ATESuI8@d95By{D|Gv}9x4TbwU*Oz} z%ecxK0=W0{J$-uLe_Oj$*PZ~?w64@wvElVwSD=7x(&YR{s%F~ zY;maEUYFK~3iX`gK}NiXIP$2y{L4| zRd=_~N6aJ@pMBMMDc}J9A>ee}OgZh-_yjGcq{jLy{h7tOWP-vfFc{Njzc?9Ka|6~4 z#)B^XpALkf$tGrnWHiBAp&(40Qz7~>MAaz5VAxaVxRYhHS&fe0DWg*j1?$Bvf+<&_ zVZ%px8`Q4$WNbsQi(|D3jtmPvU2Z{>J8$GxXgVzUY_%n|hX?AJ;`>MyX#?KlcC?Z< zJR1JEm-ol4_qyoKlGO2hb#=1Z837ws{Ct%aNeU6HL8xO1OCzqJI4H;S?m_Q(I2uNK z%Os=6wxG}uo?jUjKDg?9png^c@dO}g6E2rDOz7Q8^ya0ql@*AR-MOnpEf~tKTA0z9 zKw+s!=VM28s6am#&3Q2NUA~JSQ#IjX)Ng8-@2b$S!IjDJgJx?Ti-d+{as?R{T+p|7 zbhmaMzj(srBuzWDP}5d_`cFdv`Wn#BUp(J^{PNk>^ZQSkgrtv{N`y2>Z9*!mBk3Zh zIt~Sq+ggOypHibzAJUk;bX?MSP-2Q>$^(3gsj2Q^G1k*bxhq$i>&8^*UUK186$Xnr zsYla5Y7`W%I0gK{R3rnDa2|K1!$HZUMP&}HdAIK{Ey?ssUMm1X?c%&V9??FyZgTpT zq_u9}wIK>Xz*EHdZ+Z0~>9AJueUs#-9@4$C{29Rvvbunk8UxNq;e+{sd6f0ucxwezJXCP(YH#IkQqUBEnJT-`F+Dj8`lvG zkPv*|htU68&@f2JGqs?W^`ywR2^iuZ`&Z&;_L7rzB}>+;Je{Y*j2np=qhYjtQqr zl_~4jacF=<=&tzC>0hJ3NrnTf0tX(XZfhyCqR!T!`Ws$XOUql!@g;5!4C#BJw3_{+ z`y|wX;x6#4)g#$ZrvhDNLRJ8#n4;gls-AQmMWQj9!d>Ha!_@;Ysut%4e z#A9#L8fckAw3?&Ch)=Ud7*5U-$f)0_K?7$p(YYOHz;04hxn#B*PoaObD=9 zSz1a#se(q#`Cj#PWdkf^P2RVmO$U6XwNzEC8zRIu1Gjf)^OCQrloq1ZS_FiYsSxd> zbGk%&Z#M2tXoV*qzYz=_gf=Ici<2R~IiJ%-qX%lIc0av(OVZP!_l;Hzg2W{+G3}kO z#3>n{NcoDw;FJP0#@B^=3gG9J<@9xIwqzP`4`sH9hJ zUN>HkP|&zwHB`@yxm+^cn({RUY}l{9q&4$=6=yU19SRy(V1IE)OB-qQnons-CR;P1 z@UXnjq>Qc!Sw~01pmQ1FIZP+aB>nwNU@Qp=7oEbS!NQjuUvWS`2Rctpk_9^%v_Ep> zJh-Pk8%Q#5222!Ke94mg!zm3_usk3s)>60yfe(M{aS(==%(rInYLLcRe-+lNZ|S^< zA{xAt47*lnSQ^5CoTkG;m0)zIXtNv;z@WoJq;z;odYup%8kBs@lw%(8O=CuJ61tiQ zZzJ9{2lP$EyZV;y3gGrjmRe?F-Las8(r8c|Qp)1-(5y592?~gVK{4v_o0po!f#HCT z8i;NKqT9y$+)2%9AcukmYS2NPh?>=)8Ur>;y+PE*YgXzh3dr8-6FxB5)M~ zG%F=M3o0lj)Gu+jvRNqsQld~!lZIqN1xtbg(ySUWXem886f~~eGF$zi8}x~gWLzpO zw>b}Lh!xuiqP9(_qIy~_`ASE! zpJ@wJOiEy_g2rL7EO-nh`ynlDX9CSic8viWIsM2S(ZTS|@*zl2Kr8czwi;%f)U1^m zz@P&!9hD818K+rLW57mfe#8f6nw91RvE2WD?0 zRgTJNG_hH;#-X4AzbCzhW`5Tguwg&#g&vM4(N)XM>~|<=pb*M6$(j{HAVC4CryLKa zJw8m{EcI9r_~`VM<5xu+ogTvh9Yv`AmTs`0@!G6e5gNdtbImqq^iR`*1|Vje$aPmf2CRZ;ZV?k-|2^>`fTQRkTMF%X6VKWngj)uAfy}} z`_ydM#Be}&@munuqhb6K1!Nb$rMlNET9ec;eu099OZ5xZK5dxl7tVI1n<*VnM<*gO zc(Ygq36|fmCF+#sAE@0jHN8Y8B$-i6%hU)6J)|N%iOOV}r6R)t9m6O3+f3)J+3-n7 zgA!^y`i)k7CheMLHC_ONj`P>>FlyU3^q1yQL2?8#>W1=7_keYcXfI$cC zN}9#w*Vs2}S85E{E)2xZ^gSDf!NZ_~mLG{vqQb9P%g=(qN1iZWr$u11JQ32Mgw`4T zM(2Lh==WhXxz((7#&FO=yNP~WP@THJI5>#fGtJsfoM+V*pZ^W{Q2ovqTr|svhJ(<& zZ%bkN_N1JS2K|z*+8WYXMA5L2WO;I06z8Z=4sy^NRvb6ZL2q0s5U_cdqcQu`v0Z#5 zs}vf>hvvX5X#1PdG%DbkYnrwFJqs$Rd-X50l4CqmYi^lTv${6|LeG^1RGv)_XaRgQ zN!YL?2xw4pW#>_O(%O(3Ejt1XIxZDVis&Z3hN(bvKu7HuEyQhBI}!w3XLT~8-Oy^y z0Uhn#IdzYdL))9RcO42E$RFwm!F152S^n@WsG$5%l?lrg&B_mr0o#QjTTwL(fnz}h zF+CsBqAC`IW-)Czprdy%FVzfH8@&UNpn$fCUcJYM3!1e}EC_rT0$pjf5&}zt0!kuN z3boV{4PekgT2+k^7SYYps>XnQ+qMpTLx&CpoyMDmC9Cz*wn55-DoVeoxznulBM7)i zQ;Uf@_nrBwS(>sS@R8?EhJ&b6&@9gx4(Moip3rHkCw4C3jbaX$9mWF=Q9MI9iJyGAP8}-Z%w7$c}@=X^|8S8kHkDvNrWz6Ddv$rD&NAohhU5DI6ECqt3RZ96D8Z8QBH- z=5L0B)>ZOgpr!oD;z<^&3Moy4(gmy3kGI-MN`^Ev8UyxCu=W1tlKiFiYV#B)*%p$K ziHJ~q-zrkA+SAES?YYTxDP_e)?7tip$``FNT~5^FYvCm|M;b!I0bONUWsS<$y=inE zw4^_i3OE!rt^^w8bV%#^S(1~C_2pG83_90Coot$rv>qy?91m(Y0yX-x*gK-5M|cvH zj4$Nn0wDBM*{5Pk?aLy$K~lLlDFJ9L{{pH}0m61uxTG-tli zJZDrC3zB6B(rv}?3r>dk_3#n8#i}@rcf1OYAP5#;^ zB-M0Oh+Yeyr+h!8J&{aOkd8t`A_*o0S*)sp=9ngj(#e~3W0jL3ekC+@K-D21eiNkM z5Risd6Cw6N_$)2xp;~@MlihS1c-(&%oF^Z$65Rw26PUB9x}nQ+D1K?!pD$ur*V&v5 z@vEWDv;gl_G~goW1BHYn)D{UjmSc~H(hGw{NjUjz-NFG(2&(it*B3z1KHX>KU@!F zuF>e5-gq#Iy1%k4lar00P`%_-)mmDXeg%y^_c9NnMnORpJI0`6x_P48r;st3IziHe zNXtPX_+cbSmqXG>U~e%mXB3}ITX0whhvl>*KFsj(sjXK3*-Or!la=&=`!WW2GNe^G z5xg@|*MGBc*GauqJ~vcI`dp)**FScXewpC(Np5;3xB(jCs%DSF+co!YN3&sq+i^In z(g25t5%2RCjhW`q8s>Xh<01%7r3n@e1McPwP{($}IZkjk3`bR306I*F^7@Q=UM%cw zV)Qp>7h6V0(`$b_b9aG0l!W+t4n z23)nIMMBY64eDNR=F#R=gGNDN!-YwGy>-Ae1Y=?Db?!h5gNiQ=)eql}NAa!!S;H{r zw*UyW8;hwvF_T8+XGK^4ckhS#jg}B%LKlAHuu#33RppsaaGD&WRLhRs9P3r~#t(}! znlh5)f-qpIrePwSAEtVAre}G)w|^QhVUrZ~0_hMBD{f`1n2Z)YmIbGxF-%3!_cR#F z*V!wJaq4kN)xJE~phELbPScnbcCRFLyGWRan8&!ajm`}|lNe9%@WHjn2gwbilA3K* z==oivT#?pl7Ib(mAAVXtN0W%zDw4q z)2pY&4~t?p@9r;#qk-;(Mcrz7T>(^BTH`y0N9a*{;vt$6q$|MQ#EYsVy#gMXoCN_K z`Y1o4Z^r?0UJx9j896j(LnHt@;<%vx(UBTa`;w3>$F&m|3}0mfNq>n4&%g$ThYfLh zpoi2!QSp#kJLw^SLm%Zk(gQuxXjEc#Vgwn=@6#7yZlsS>I#+N=6Lie^lI|%d<&t4Y zhXv;r3%c?^&0#UYuU20JLoXT;2MC#&DzY9kstYeJ7Q=yBhcJ#!73@;f?^wcHFJXC?!1U>7%BIw7Pw!z9)`E~H!W~~li~ih1@3Ph_pR5|@nb~6Ntp+WG2Qq} zTd7Sd(+D{B!s}xEx=W|u#fw-43uN`HIxU0{kZ;jyZZ)Mj>(ZG-v?UWCne~E(E#5Q6 zyH61msyF=u`qlvZk%Z^?`5{j4H!|D&FBp4uaFLNc0f`U&g>T9}R zf?CS`sIA;Qt#BqZ&z;a^Vcn!o6y#$4q74lYpx!#6)1jxufhyJQpZ$^+j4-cBf?_d7 zrh*C4YpEzNngmOifT$4k+utwYN!7gN+wcS{Uhy)MF(icM@=3A3KP^wxrHkZ6<~hM? zp5SdO!e~(02%bw4fnZ%(@OmtxanPZ-ar)|qJzC<+f+WeT9+A`1Na#@lO!W5VJ$^%s zpx+r_sx&ngx?wmmoZezM9TIvQwC8}n>^>aP?VSG}9YG^0mdxuWY!M0?H=$9E$23Fy zQXgp$U4AJk+%r-U5sI5o)Xji6Sb|+-_I(yC$AZe$SmiO_sw>H5nJ__zXi!3U9?{;x zc@j;{!sA&`L3rFRt%N6}<(0ncjTXF%(adv3$77Ok7t@h*ba%sUxT_!!|s8GJ_lo!WwKqa+H8qmkI)Nz)7pt;DOPwvb!R&YAVC2s!hRo>9nDgNXF=tfjl%y}6w}kK@j)2}M$+a;lQ+Xb z>rSXuU2;ged=-iu3f(KAZko9SGrgH~u0zPnM&?WXQxs`y_!2mT2`PMsdJA!sHA~?j zK>_)6r=5t6mY44MmtMChrug?VFa znD9y71a)bTHHY~@Fo+DG@xC>QTM^P>$Om|jcC3!N6nYwx=&1(S-eNjrHVEdlz+yIJ z!H~a$SM*bdG_N(=o6(k&=%`;w6D$`CDHX!+Ghtd{epF6q5?=koLM>@`Rw{EWq;E56 zJ9Ck^TT*RR3Wre0y3C=SGE)aK?Wx7k)KH@>SqD8@XT}?Bg5{(LNgCl5d>F%%-Rx+1 zK!>^09NONH+6*iL)=G9U81gRmU(&oL8$*~rCqwvd{Eikj9R(I_L9&Zc z)$*1PBV6bwi_vK9&;!Ec@ul%Agk9*_&+COAsA~Br^q;_Q7-m|Y{sff{fXswyI=u1s z>OGn)EsE}Allr&l(vHPIUE!_^qCK_iJ6hE+SUs=lu{02)GL@Ea#z_=m;yurbOdJ|h zS(^RNv#||QFzUm^s9oj5hvl&fEVJlO?OMciV9r10&DoxoeX7T)UfH6pAJc^%&tb+L zoq=(ARhXJarw-B1V&BFtv#;gojHO`IoxK14@a!qG=DRcSmePP3x@=;3LmNzwY&~Lz z{NZd2Ar+YNY2G7rD@sYbb@kptX3^dmSj5C&*!y|I28-x!weQcsAT0tzDiX3?-DtPG6#IPa<9%vM+| z_Wp7f_Bf?gCead#v~74MCOIXTR8b-PoQc6O-Gb6FJe_rE0Y-1$eXRC!+m>>; zo<-0Nnw%PhYhhNCVStV*{@AwKTQhyA=M`Bh5{x~quz;aq!ZnpzX1zCEJsxCiVY-6B zJ|JAkV;;mV;YqE-WCY{Nc$vu<5(Hdm^w*hqY#N%72eDf)h=QwzQ78?~`tg0wf`kK% zVX)A}WJv!4@3;qWyqP{pc8^AHr%@>+>;tH%TV_aB2WIJpks>&=^d_Djb-h?*3swLl zfXi(0a2TK)(aeCwI1?$)WyRhqUpO}8Rq~ro`dzw!hME&y)mG!9Xo8_jjzDTis1=gw z0cmYW8Y(1z_G7eV@;9s98La|U1mJGa2O4U&%RuRPvi{L9S~e}%#b_bgUwI((ZrYz| zWQ+zFRda)uYDdEhg87t;U`&MKReF}z7Z&PJFZ(CU4uYvW5D>l?2dRrcs%7Xsb-2P; zUosKF@@oCAQ3xquU(&y;Q*>xmC{Ndd!~P<;!+^fY=(PWvSudy_Dg+b>8t0A1v>*9K zus}SfYX-O*`d4!fP~scGfxHns072nuq!9Z@FlApU5_;%^AL%+|HSFH)y{4l<)LNK5 zb@G?`nn$^yVsk8$rk0Tr&KvF>z4CZ({-c@*U`au+c+f$(Fhg3!#oykWoc@bBV)Xz0 z*XMtGx3}N#-hc3rNq)JyfK#t&HN1}yU9ev~E9N~06(qVCsu=)p&_Ry6S<=0q4yp-e zx83W;><9*xU%JQcPY)MrWbu)m9{Q#jO`hmw?s4fU7^8C3NPMXVY`W#%hE3bL)y&*0 zm@;#iyb%@()hq7tCsda2#z(3O3ULSEdJYGrPuznl!fD5Z603H%U{{#~a^*@qEV=4l ze4g#v3Yyc7z@kowNQ#C97kbla@3gD`%hI->E;p}QF;4;dT{Jy=I{HeGVM(g(9_q z^gahhD^F?z>3sk%=^&5C_h~lbkgqI}_>%?PQ2;-$;re7}=2F4d3iYOUsX@fp*x&|O zg#h-VvG#P_rvjYWE7*7y*=r#{U-xLc@r&vUCLyVsxJ#5o0E3i?&>8*u{V-}H)Q(U` z;qdHP@wMTO!r_aOu_xP@QQW4CnWw zTwXVITLiG$0rcGqp0w-RstAC>);~lUrh%;r!LemIiX2-TYY@O17tkQ$E0*nkt1E@2E*~P(_byKcI0IL(( zqhX(Wwr(QR03daQsc%$FGF$6<)j@zZULC$>)Y@L9_W^uIrP{|oFy5~P&D=1-((Axo z(YQDLVlvMi!0Qz8 zgbwwcK8oV5Zi;XapmmCfTUB*agnA#qt12+)XAc^!mS^sWP>|WsGC?aVoc$79LBTZw z4g@wsfu#2=7$nOoXb_Y5x)>MwLIFxpEZx+VU?527Qt#_gxgVYWShv)(2w-)#|C*P1 zb+bLa4xCPeU(X-2@YhX*>U{vUebFI?b?u|qfz!>Ct%Ep*>NZad0Z<(^w1T#bE@G}5 zH5LJ^E{e=|PiS2Yb7|e8D8K-3Jj+YC+Me}2JDrWU)T{7rRt#unnI(j}T|!R*T>JIu zj#~T9$aVc{5ggk)-XHM6=h|3<09IG|PlwT^u63(?4FFQt$?BW6TWJmgw6T^J5i`%$ zwpIav)amspkE*)qm0kx<7uZkNEU?x40P5b)v)=q!d|+_h-VYc6>zqYjMyGDq%~^&3 zD6H)t-RDI>18X${U|o1?E!{t4@n5&_4luy$HjV!N8O>nF>n-axI2Z^L-ZeBB5w^)1 zxrP`3>#l*8+)+mej-%xwb-Mg=fh*WI{Y%ziulo>xnv^c*+5>ZWJ)K7hK$p)aCQk-9aGA;i!v z-tuk$B?6$jQ4kf=bsGgi39ZvIO+xpMcjC)E>ZWB+fvq|_Z_~gli~YKJPXmC|F~42% zqn_%v`1>05#T9ogUw>Rohz20N7YdMeCZ@Y674p zvKIW@vD%SE?*phy0NR#j)x6{o@5YbuVRdIS!PI=m> zn>D}ySoegF)!5G--P6wVN8O%qfB{~2N=|4g&v0JwarU~M5(feLgPvO8Gc3FJ_h}a# z4UIpf3_kc?1tsdjy_8J0YF1}bQfucFYqys0Va1);ipO+x_55iWoibCy1Ug@SJg0fg zN!|+2hY257ny{@y!?Mx0?fAl3VI^P-^>U5V9#H#k7{!BN%ZGivqbNN5078itr9o*{ z(Afa8LTjQ!VV#P`>Sy)#+U{VNo3S zCP#5|w??QlPL9c`_Tu26pq6{qg*5*)>|3x$}=v`>czC7pk{;2{$nACHjHWX7W40rO1AQCq`! z@hRP1%R(kN&KODx5eX?8G(Loe8uT8jYQ8eD?5vkq@&d5Kl@Qy*!NH)?2EnFW1U%RB zN#W3Uwcz%2SWbuY(=>Vox2{1u6TO@ZSs(0aNiDu|>dGY+-|M%wsKAf-FoAmOCY5FD z1i{W+1bUJ!k{uO#uKY_qEZM1JGi=7gh6foJp)cvE&U|&VcC&_~q3jC3mkT45lXI*-{~C`m3ij*digeCL*1p_9Xbl;EYohvhY7Ag&Nm&`YDIY@)Lg{w z=;K#e4qd;lu~3M)?f@<0DSF2$sYPk2MtMa2Nn-G{#JClz-&09=7OIvD)%Q^Z(cl@C zBI+zQS8Rk0vl_)f5iU<$^Ckt&wT+LIw#nH>$CFL}`$Ed6nf);kxm=v`@TT@TsaA-S|w1 zEf7jH|8A;Nr8Ld7N^A6ID_W%?8L~c7)wF-ogBKhNySy4tlj<)K(C_KQFuE0pax8CQ zWCm;gvR+lRLJ7WzElcW;GqbEp36|Y-K2rs&_i0$j)v2zt<%=#{JsaAtke#_gwo7rQ z3R_l_)#&{OB)d7(B>mufD8Pz$_Xqpk2LnFI^5yDep=1 z@m|jL7~tR9r%h|jKZ42f=pY%50Pvi;DLvgSEiiR9AIxb|&E8SyF(AL4-oY-gHKqC$ z%2)P({IdJtPhYBecy(k*w8%#=6QBSl+7c4XzGg)p(Z!%y8Nq_3Scb76bioR#qYPM# z3Z@)l0nGsT3aw8n#)IBeZ9LR}FuY(?#{smj+$V>F(na^vqh9SR-rT!fM3KP1;hysR zE6361a6zJXZ}Z?97BqZ}G8012Hjhz;gyMz%(PI3n`%wLt}|qXK&L#>Y^hSIg<2d-gm)dEU4VEDs(*h)Z7v3f*fqysS4J<}OL;pE{P|patKCKW2L9&3v1ILic(U#?-BXfji3xqZ5*b2Q}`| zO!(IEXf*I}Q%TdrG&OLJ=>i_r&Y{LZ?IAl$abe345xUD>QAx2pC}>aRl{5(o6k8*E zB_U<@quy{#`#zYCD1mr}4VM4HK_N*|7W_(6u5n=|m>CHXsiI{OEF0H z;|s>eLQEnWav{u|`z;-Uo2ahqTnDX`Ot!SOA<4G6QMT~zRR&Q`jW-SnMifFy;@tp? zkbV@tpiiVzLn&^HGfTsQWgjsuF(D%XQ$CDezOPK#Qd?H(v_WQxpuZf$sx5H}0z=|G z7wsFO6krHdK0Zxo&#AL_5^o4rOvIqPHyj-Xutcd0c%au-u(%M+=!n!U8q)8_FFl|> zd?rr_)-S}QY~TYtOt>AtNZk~D@+AwuV0tv>WDRg|$R{3n=u!hSpe+vsc$knRKx(Vc zsdkI1>$Vc0r!O&p2G8jP8(to?X8`Dx2IPyzwhZue7?32wZ+f$%qzGs$5jr^JlN3Ou zlzpd~)_;UHU8faBMtO1hH)3vLq_uGX)00bN2)NSXrpM4-ne1b`=7?mx7Lq3d1+DFe8x&nr=VIpj+eH2N+l#k;; z*ypm_w7+XBQcQ5228>B6Cua1-G`7TYo*z{7+jdpbXb>7uRd z>EMuOeL$5x;|+l|yJHHG%^BfF!5eWh+!_8@@ZmwhbZZRB%W5)0nhgC%Bs_1FbSHBL>^3791Z8 z%>nn*?t|WJNCWFMMnFqX)5~#Xap-Zd$A6O%fF&v&`3E2B544}2hHhBK5%rG)P-+81 zL;X{x{`k$DCP9lqwJSsof~98UHDJ#N%pN*Nomm~GV^LpWsUNeMP| z=|Lp2MScIQH|`xq(enpUt^yU2gU`!UVAUrXtCkofOS3Sb%AiO9w%iMCQNwHYIW=FT z4@YE4SJbd}9#2fk@?nX}JqU!3qsMQCbJ`&ut-6;?0((%_1P_L`s)?Yz)B&=*3skJ0 zprKDA+D_kF7v>Ss;JstS!k!65YANcc>COl>8>#{n_j8qam$bh)yLIEN)S+8hpS2__6`_ z=P%P0$bv;n5!+!Bd}gAr2|k+O({9-r57iz&7T z*CfP{1Nt5N#Dn4CW7;#>8`B6pUDX}$FO$rM1?%Xlq0qe%Kl1H3-V-lbBCOFk)^eJje1cmEX;puRHN(Wy&r2{FWtS4D4 zkm_(A)IM-(^ZBS)mMkPa;hbuY3-#L>^)zuvsgbKNM z`!vQk%f*HR`lhu$pLr$AkkSBn7E}<1G&Y)rAs+*@9zAwZvly@-SdSRqd#E-vvrO8I zZ$aR1*f`izH`Z)N#{>(GyR@%|MYTgE8ry1Fc2op3)Bp+^*AR}Kp&BGgy(L*HlqRRW z5C<*9Nq;X{5#B6LEGWaL$>kQ}ocIcq^7}_o+qbFx8U#MlRDVx>y~kG^HH&YDN;L-M zA|6_As$o&kKn>a7JD?k7`2<3<8WJQZpls@^n_XE%H!GVA2Xt>g(SQ9r#&2rBA!QY! zOG?*JAW~N0cfV;X3`By0&&?FJe`W$rbAtw@{82gP=RP&%YY_M-`TBe6>r8HFR`M|% zw654v*8G@+M{reIroISZ(D5mEMu))goY6F084?tH88xHXoINhlwEVCrXrO)5-=i!1 z5|L)@8_$A@4~e??wxy6*6f}H%EObp0jtMo54?}{2&xH%hJ+0(I4FcbLNqrp^hE3z! zqVgJ1ak!2~P#*GdLHNL6X|x*QH#YEfAf!r|lOBxx2ljT1wHf-evC_fasKmWN=)DwESax+y#! z18t__Sx~u2Q^qsefT;%AC%r*;m;T)^`P{T*Sl3WY_bE?=;*|k)0QJS+B>N;eNK+sd z0<>cIg&{)h68%)DN}#L$V8yW@NxPS!5}=@P%5z4~kLLQx^<#IRX!i=OHxSZ|XO7b9_sFb2un%IGg4_4&zN?f~KB(JqnV6LFGDa zK^q?TMrO`DHwPpbQ3b;&<$#dez@v1*%JC#xAS5Up@H$fhD;3F1X*CwHtVHCI2`@_q zO+~z}-o)ef0KHtY5bRY2B@#X8(E(>brjoTF#BY<3l#;fzVv*-y zkZ~@2X-+Y1#f4x&|#K9nQ3o=-}t1ps@ z#^xnuPfjgnLiFNbIP0n%O=|Bd3zy);Z1t{nTmS)jL;bupp6PkuxI7aKrZRfSfxsp8 z#CA#d8xfr!lOvdrXLwHm{Mw-G&kMS(=~1!2ILsUtC}}}jgz-^^2eAz&R`z#EltqN3 z;gA)wEQs8QM4r&eP*LiV^jMZiSz?u7X3684f|gh%n2EJD1*0P#UA#ShLrvFc>uJ+? z11kyDi^Y7hpyPsz{;QVajT4<9o%B5%b=8o=teC4^>gr#XCI$2L9HO%T{|a2lerA7G zjq357cKoXqm}UvuIJ+QoZ}oDXEHboZsTeH#$Y2g}FSIT&XMP7>*fqBVBS2^2U5G^^n)i8k2~?oI9~Oc{>CPd1Fx44o`;x*UWoIdih)Tn{*YNpn1s< zfi8za@q_U3X>myR%}!6dblHtMgNtPn!Ghr|D={Ha`S0KV{s*Hz&4R2^8L#{w zX~Hl*a0aY2&1%7}kF$2sQu!id)Sp{7DiDH2ovcN=n>U_68q(p6rah6dZ`ithm9nt* zpO#sxPZ6Z0lls(~_ymZfvobbOg{{9_YAc&7cDZ3)LpHgU}xA*&6F#NeTPntHbN?D2PM z17|rl?=j=rPgAKL?91m*eOIPBGfeGDR4-?&Y(IZislwLJvuR{U->O_)Qw&I{HrfJ2x`s%>s9F6vfx-vfze&* zbaR#-ChaOi@B7az7Q{_3O%07$r2?yv9`y5z0bLNL?NNU*O9VTet$!6Mu_Pix{dVxq zKDDZ}xN7wjln*au{x!ETXKS!o8*bV%qD4J0?Tj_QF=R(hYdEZ zhEJJFEMtXWAEikl%dKF1*kNNKv?F7IIKM8pz>=YTi&#z(QaS)b*^W@ySD0hM zVH?5zO%{YS`WYJPc6h?7Tc?D&;^B$PFk2`TZ7pr@S5jwYs(O|sb-`{*8`jcaPszS< zSg0axnHL_bMp5P%e|g%f5)R4GhL6oV8CkiHt7I({isy>);<)>m{=@wGTR~B(UNmXP zAwa$CsCtN(p#{?=`fZLj9PlqW{w{Tn8D6k=ErZt>(2Y-?jCy=Mb$y>`1gKZEtorJK znq{ReYs_xJ1Ycw~LqX-DerRhve;h}tU>+$F03~53u4%+(-Z3%yvY5~iP?Q$y$Ed?_ z%W3yk0Y1#jz2gbx-4iEHZn z;h5%OXu;p8*iwHn9l->XM>wUJ2)Vb@Z7zbn(b4fbh5_W&19f|`nlbG@v461u2-bFa zf(bwhgxI-*Y55~vQyono2~sDY^7j~!&mYXG3%K8Xvb)X97o<)5rm@{qK)$8jM`!EI zx>V`TX*>3DF+VE#!Bv8r_dLcZ(QdwZh6>q_{PQzCCPNd{RCo7}GU|fC1y76Avv3%3 z>#&&Xmh{)pztsc1=BOM#uOV220F2hghnNY`+j!vlVl=8$71ZM3Fx3PK+4t$H-N}(k zL%St4m&!vLP#Epd-j--`RnRYSB%@r-h4!VxABU6f*YqD%im(JM$Q$})BgHVF-&DV; z#H%_z>dp?^MhqLCf<|CS(Q4rr0T!|ws{KQHyW7vw3?tZBrC+x~9F!{1`7iSYPnOLT zEC>qkYa{xjp*nj^1%;+)#cQE+eDMXXC!r$pl*-0&x11h+@zocUnbffYUxcWvddP+WH_TgQ z`D$4FRbAJk|7sR+2MN^OcNPp?>+|U6-$&bU#i4ebYH7uWx^=sI%NUpG#Rv{7j2u{P zK-8c4G4m?d z){Unm76e$x{yda5k+#AOg4I_cGclr41SXlX!Fs}+gh@Sz!1l1gCoL!~F0m%Zhas0} zo<{e^ww~SJ{te3@f_;j3Sxe%BAwl2@`+9F@ho8M9Se_0*Dxzr+x{l|x{vNIEqN|x% zfCT+xFfv*e2)PgGXcX#ks7{DFQrVp5N^Q-|!Ayb%h=*C_Wo(#m+rOnuP&HvjU67$X zC!-!t5W$Ft2W7NFE~G#8Z$#3F zDc+kGEG6;80%)o0}`}oJTkJTS^?(#y?@s~ ztal5lC2m2{8P?~5PMF75nv_$4Ss(fLy;;hdOo1U7k@U1mYXUfo2+~bpgdSDi%Ei<= z>84Tu#$-M6tQ;&x#ST?otewz~M*{d#BPwc=c8mz%FyiMvHoezOnNyKo1zi-+tV|(^ z1PuDzzZ@GhqJ?A?M*UGWz?Y9?c0-1|_i69P+zGJj)c!FS(l>{ub>G#~`1hxWi(?vK=RT1% zw=KoQR2~V*Yfe(%M5rdtx!wao9AxzZ9>lIdjHXnNX;%1v&udHir#UH4ON3}jhm_*E zs-{AomI&<(563juGUZbcO@%xy5u&u)FZSbO{hJDT8iamE=UuTH`Zuc+fSyIwbLBS4 z&E3HL6rHRzhD+({S?=85!4aY8n$C4hNN)ahMynBizw_dGu3QpK zM(Fo-(n(0EhTeG_<-cYcAVK4;5$!8y$xzT*;cMnJ0lfEVebXV8a<<7re?3vh3DIIN zUU~?|`9ac7!Uxk5VpvFD!!xRi%1vGhhB|>bqISiIhAd6P3Ezfbs9p|!i~}iH3yQZ{ zAW27|AaMl`vREOZsSA8>k}zDslru^& z{FeYLjM9SwLD*r@y#zo90rY6WXg0b8gZc?CZ&0iPdp=0sSL+3G&JoOcB&@tGp#tpq zD0%l;aa>MMbC!J9TH4_nu;tUlmgl>VU(*29(=wZu1!J=bG4GjF2R40}5dLFPEVA{d zU}Qak<;`Iduq2Hs{n%4#pr`|pSR4sBM z9k;BO-~e(B;aUs_wM$M-xtA4Tg8dg66^(Ipwf~ilo~Mmvu1k!H^(u zoqe4<^gysm4UAL=K**iPqtCvn>ngm-LogEP|)iDAW{GgLKpGevuBT< zuuup_hVd@fP$1y1;Sq(0b{G=DY!eWP3V0CPz?08RI%B~R^at@e7qYCZ2LE zaucSgkkAhZY3Mn@ydWq^fC3~Wz4J1s_B3{0bXJW^ZO8Eq6iri`1|bYCwW)7&K5LrV zLLS7tVr9(iRLf^8u-V1NJp_s))Jc?-~82c9io;T0uA6BTV#Xh>$yXOzV`p z>OU+s3Oi-zwIpx!ywD}WC4dAhWZKrIK#tmqJQ#Tm$`RidGO>3B9&>xUl<$MN=f zNm?^68!ZL`|Gecty#IhX?VnfI{PxWdt|%a12AK|FotE|M$<%apo}wZ_0lraJZmpDZq=soICOBl#mDdSaX)31ZNb*psXF94g+q)@9E(WCN5Zo zA49U@h792k<9B{f7t*Q)$-4i~3=oV*#jvaaTmgn$kKcVt9cQL57{ZMiS$z$L?5+5f zZIhCja$C6oY=|eZo;tm)SU2QK;g^ZG+Y&Zp2qziM=f$we*;YpLbQo|qj&HNcD|NhJ zyH{`V)p_f={qBNcv>2K-C$9v!ANY3TxFKifl)t? z3HE4uvjg^-Ij5fG*FOuIMo|TowJIwFvp!vF7G?D}yfq@2>xhY~jWRN;O?pmi73nmS zXgNpgCV3f{^iOe^oKJV?S_3+rSNCmlk@!RXNStZpp6Tb9A+K8UFuFR$?VOJLIb&N- zaiI{*N*YZQI?kqhe?~UZDrZX2EEBZVXi7w2PEwZZC%4HaW=C6Pxu?T`kK@SIkC=V3 zi5Y?s?iiQNez69O`N#Neo)~p%SM4fQyfObw&Lo{LQ-{g_OJK6ipv>a(f68Kr!{7_! zVm|G6^?#W~g1)eMRYz$^0s7*2Y)+zj{yaL+O3+coyM`WufZxO;3ZHDB77XI!{X~N8 zp5CBi==Rm}95q`oD)`;2g6=S0H!2a!hsFM&ma)-9I?wKsu-NyRii1JsGK_hyA7}9` zSf+xvnTSO}ViOO&)F)ZD6cPu6%ta?tL=uv;m2(#D3-W_3?_}=u6|8ZMmeyMcY~Cm* zbcrt=^U-}VNe*8U#Ibu_``>-CFsNLQenxK&h>9#BBvBz0QMc1*)0qrDm3Fu@!y z7?cmJ=Nu?poRG`akh1a{qYKIlysP6BA2bN~EACsmYUhpqDeQX-ru+cl8jc2`O+2?v zyO$CjLE^{zTn8}7+`wa6##s@DNl=Oal4?031aIM4C1`heZpTq2SXd2AA{jCvdJRv9 zKZaoxOgRC;1VbLg-kl66^$qq};`?%SvroNd;P!n0uT6&iSEHi4t^YA=0vTMew!k6` zKZAqTWv0dFO$EdCl`?+Tbkjcb?b!UmH3aRfjD}|g;h@<#+QmXmx%kF;NkK4FZ(DCM z5CpDHULEQUqh`u1*)=JN6H72MDGpK>>2#u*K4$0Jtw${4B{70`jS4;~68IM;r9S^? z`^ENG3@=zsVqZ1z00Z_$z)qU(f|h6npEcaCPbRbnYTn(R()q8a+v@LVCPtFI4Z{Q^ z$MYeYmIt)%hUE0W%wv+|YhO1?5ep*kO{OL7jhgcYi6B0rhN;5Tx73DXr=~&Zr0qKK1!v7k_z(mU#1>xuvb{D$u5m_8G&Zs7`o;=sJF`7sF+*JnkaY9A_B ztCFB#O(PgaDF=kyO*%nTuh}ruI6L+ebDiK&QBSdwStvyB_{Z((w^?1m2^=02>Biiw z^lLird~^oVoD1n&-q^>L!h+qW9utL`Qz3iXKmYH#jLimEu;I~jBHaiJ;UHtC;(_zW=F;7 zb)%G3JjA$w*7%0ey#Y8Axw9lqGf?=YJ zj^TiQVRl4A{9XND<}pE|%DieF<|#mL%+#SXqpsZy##`BfE{}cP@FP^LK_}82_hzr! z&~PYdT(*YL4-_0OA*nTu>0vNHg2LM~x}uAB3It7wsEcD5Kwg|3o2jU$w1tU9te`1@ zca6;4A{puSDI%aY7&jb3vmQ^H1$yn3s(N1A+gs0o%iv z^_JIyDzW_O--0s_87|PR7JwzU*sIEto%FnI!P+>6$y;E-Q2va)f(@-NtNkEYa=?(O z6%`_|=ni|Gw*9}Ng{#koZ?9?^*jgKX{Ll>-Hre_3JSmLwU8Cl{5V9DpqmCoc$4hv2C%i2kFnG$T{Wej_R z<+IST^~;!Q9oWTlkoRe5$ND+QbD_)A?}{i|KmBF|UM;vY|^<I0Rud2-_ebwb#1p4z_snWPj|kf1)uBM9$R)*shRo%qXYnL zlW1yVCiP-6Cj|;-HtqY?@Q4MK4f|Aforxq58zVyzhl0i>(pdE8>ZDithvfrFRc&5| zLI48)?rgD7>jczJR=f0hUJR&)Q(rJO$;g058Aboutf~&s(BBO7w`tV_FGvJSH-h(L zQNx4M&EUzM-TNeuOT_Ia0z3w5`fSrZbiRuHTz(hMt^p+W05)7qiCv@kmp z22+qFD)d4kH1Bau3a2`h>*2IFJED~z6lRvN1e>UMb&|x<0(`oj7T9~#+6Q5K_ z>+|u|=Us}3hcsKj4Ep2hftw10R?5J-Uoz{=4K1+k;i%}@3%;0Hg3ZxcH&*w|* zp^PzmF{TACv`~nzT@oC2AhL)nz^4DjY$|8)&*Smy;j|p9yIH>LO}}3BqCnmzG+7G#yBu6;A#7$Hyu+8*!kys``Mh292G3h)AmXkSVyJX zoB0VH`mgU6z^VPUOB>6uj>!TgkbT!FI1cFN=QO2H ztA4w?{O}*afDqm^aE}4{13W;Z-sQA^RF*V**?nmKWsVX|31?YMIjaI&?)vwSk5!4M z&PSsyoXIh1g5{C+K(ZN=gw^t%$?=J zoaI9OLzo*prFvu;mkVmR74iWX`k!R<)&11LqhV<(m;+y7Lj;E%w=#CThzG0$d!SdS zYa}%9WHeRZ>OLQv6O6{LP_-^PxJJdNeAd`6j{SYlvV$51A0W5k74W zm3&b0BS8cs#UUh>)JIh+YF6~&QPF>u9C)*?sHZ~odT1mK((jjXKm}z>$VdX}ppay- zsU}$C160?IO)#^9G^&uebzMO)A$U7<2>oa_0>q9LRF)wpaV!Hv+GSIftlblj($>*) zd9k5T)#{cF16b^m0lU+JH>F!}wq`<*h4}FsRYT?dy>5tOHVj~eg_2Lt5?MFjdMZR+ z!$3t&b(kfisJ3#*#xf^Ed^1d!YKoOrNP@j?;rmI-(m+VL27of}nz{bH1+pBjCNY%~VgYFT|_GmFVqWDORwtY}ox z`MjJL56Y5vS=TKZ85q(mDLqT>pI$d986w13y_yZlxdNfO+3bE~I9^lE6Psb^R~YxGF6In^Q| z$Fj@Le2{O8uA5yL7}6}e?6zL=8Y09lhi;9=uOvg3%gT7dL55XaNy}v2iippf+CDVg{EaBxVwo5Rt(I^}6DfEEe48}lihAY5v3!9`mfp+Wl)HI;6tiipv-&xreCCs)+Nh=s=}K=!+_h`09pl0Ge+GT@S@}#=Xhx zsN|VnntrQX>Y$J`+21}+iOno>W;s*RWLy?TPlf0m7EXvh8XoY&8YEqHk+3F1oWyl1;9`cDUfz*QsgwYu_o*uOs- zM#)sNpePn$FbLf=LeF{=>KPnT|KZJP5+X^Sh{X~h1UIdqzG*L!66`=R@0)@|tD5sn zH3}j(%tPjAKYvY0*h-hQnd3mkJjh)$a;~7)wuEAmH9xT!r$K7NNYO6Ya-7IWmi)vr zo&*V%_S8nC`}?%CsMnwGMEx6CU=#t76w{#eK9tm@CTa?dCW>?Stw?HMV>46CP@$|6 zh_*^SqccX2E)--%ge=u3!Q?>bT@UrPs2!f{<&dSvteoRjtHps^S55JtrgF6Q`BO3@5lVZcUCp-EiY8ZdZS@J?>CoD#sGgEaMITK-s! z<65;@n)0kzC10sEQ}HaQAm!RNC5!K7DHkLtpp5*6_F5&CWwSEUp`dZjrmCnm5nQKZ zUksZY1OXQ@O%?O;?7R3T?`Cn}Sx|w8T=gHeIGcIMp|TorBVrAWu>F8=&^e~5vzlo* z6vBb>BbgIyR(@y<*vJdE%hN($00{~x#qIY=ifUGhhcqam6i<)$ZdQsL4(O=GpDlDd z5y1@8ZL?ZD0zyx9ZdDCwf8J45)40KKVp@U3L@1&zaliA?;bwJ70E=~0-*&K@j3zeI z31HAc+J0V~>{8FMg|rP46p*%GOa}$s5ZY1;C8R+Kr83>w)jQsq6nz$&W~H)cK?NSe zVf10*ZdNmb1O=3rG+2|K>C~*ebSP*b9ltDS)^RqZgBzH$nx(G*1|5VYn>Cw-#i5{a z-j)J!i%T-0ndW>&0U4#`4&4jJmq|1$Ee!{BjjwLEUL??Mxc$&Fano2Aw;L@sO^}p)(h7K+!IJNDcuJtk`oP z-Jf-z5-gPOxkt8UrMj(dpsyt#mRSP?*Je2$H=v3RJFd9*vciIt;{aUP;h=QQJ*a+C zyDg)EPC>uLAyO?1%&VCdUo7jbr)GgryXp*6VcS^@=e)5eC{G+A4VvLW>y~>`6`4ve z6FR{f8i$Dm8FY#2VjK@ux1egEsp>Hu2-($H^;>L0O}LiMzFBZ-DkaJdPF4?Au%J7~OMW|#2RE(Vrc5R#$&VU>330>Q!E z43@eeFkqPncIf8TT%j*12$y>xB1~z?~vFRc0s~W1?2h`cj(E=;Mxl0i-ms^xcu?j5uW%Ry!)~;R9XV2&2>@Tf3 zDyIa?ex9>zX^H!%_UuY@VAUrXtF)u?5h!U%ug>QxQX&!96X!GaXfDp$De*!&EQm{g z^~^RMV0}_f2hR@qcvw57f2;sYx|z5MEct#oKe7q#Wzie);|&I_rJZGpu=F2STdMC3 zS8WT{2=1MgnO+Vy=E|y!Ni)8S!5T)(Pw zy^1NFh(cb83h#F6*GK?%#HAw@KW|Q#R&VW;j(Hte^@}Km^wVk6H5_aBb1NyjLI`%n zDMvqkb}5J9VZ+VHH!n?3hh=Yh4{uq*1sTfdU*ny8b5L-QP85P%rtxg3$2sQP@vCup zGR}Fwog5Phzz$zi&L-uUhFf|Ax^C~Fq(HGaShuE3>9D|+sI+^3u7`Z4-IwZb)qK@s z1H87Z(as8pELMW=Vn5EdUtucik(nvm*SGL6wswN&!d9SQhQraa`W#(tg4v%4KecKC zN5h0$&TcBuRVw_({L9k2;CvZ}VZo1>5d9oa&-Agbd-hi1?{~i5vW>%>2Lyu^;F?@# zQ^ZOUm~{`Yr*CBLp%#phg15pP3x^qZ@Y?t2)hEvIE9YUn5vmA-2i7fplJb=<3jv4;+eLmjr4JvId4lE zak*$tppd=vW-wKgy4!S0Ml|FuXkyuyb&BR7@Hgz&-;O7#f?z>#M!}(=@zI;(QFl-t zcPER{Nd5ch#WQ`EM<&$>u4j*FCUnas{`=p4@^?Q`|AS4pV#+qzMhEw>bR?+AV@%c< zuq(xP?*HLSa>|*AgAMUtDw7K;p^EO~QK2qFQYUV8AO89`&%amA_$gf>7ay_JU){p? z)WT4;f^&yJ5C(qeQK5nMZ{{PxFqDT0?Sc->`NR`4<|yAWlLRxh9$3#Ltp&60c}i%O z?)mFVh*>3=-1a=7Re=8 zSX7=8*~k7^16Bl~BXy{EqUlmnv9?hqzf`hv&l#T|X%^h@gfa=`yJM zb2{T=e=#p+TeJg-c|>saA}p~m=8{ScSo0~~&OP~jC$UFZKdJCZ?XfDbNSC_YKU-ru zhfOuedbv_pu%ZNkTy9b-1DjmZ@m@0hFq+qhw(-_T!mF&IGxT?i0PMJffOtFTR=(uK zAVHrVpyf6I4t?E>;c-Km`K3<9EZNp5?3Y{M@vz~#3j3tr?T?0(BJ43dOkA+hgfoz3 zQY=Jo@)u}LTA?nYW3qy=MNY}cIxvK<@mHSo79+l`PB4tY5gAoOg{0~M2A+6EibJ)M zods4fhsrS-Sx<(vN?(CA&G71t#c8u$Fn!2T8F@~J2`Y;PCYV7jJ=M&@FY5sZpo{?_ z8}h%f^0Q(}Etf70EqO7l{OtH|=lodKK>vL|_qp~ltOxC$tZrKtk7#I1B z-uNH!S(OgVQk6y!Hut!Rc9xoC?TrAIiNcrIH110Ppv_|FR`Ju2IRQ? zQ4wt#Z^$(uaNo00$2}oP{W(uK7U<{t*-Oa<3j^|a+;9#)Sx@66@s6h#v^r&|b{}^_}72xSaBuuc5t`1oC_O0&hAdnEAM2YIZEp-}>v~ zxD{_`j-!s~7B^;ZLmz7ns6UPRYX7`?SUQ&;hyvnUhIVQWsDH;D+OV#hI4gfT z;lPIBCJHQk>jyf7ppE#^98lk#(uPKwqG#ZSr3_GDzcVf9w0vI9G|XR?6p~-}_$WYg zvLb=}v+05xELahnORx$9<~y@=Xs)5PmIU%!vw6YOS;M@bIiS8XPn$js?X@J3-(9H1 zg;5)@VQK>k>~nPR(r}j4m4!L^Wg#H9Ivv`v+<(vT*TuCqTp zqyQfd=UjKm@~;)TDHo!byl5E>O)oh+PbjB|5W4Dw==_f3f;K+#j^dJ1c!k=poyKQQ zgAV2!sD^cC_5&RgQFN&NQ;cV{#-4lhPt{GU6{6OoOLP!$N>TPE3kgD+}I| zu_c+BWkT$R6QhG{)On`8(QMFGD)wVOA3B+n-t4$DI34$nhy4!49$odyBXG%9VOa>X z3J9-Hx%#om{76mq@f@^v%H?QCt77R*(eF%XZ^G~mi`6xXrGN;bcRHPR71uktae*#X=c% zrI)mESEOx?0{Xp9E)lJEQdOhKrbyt=bvpWFuu#lt@-u$NS2IKvs)n&`lFb)h6LdZgNg+_lmoKQQk zL!&qGO7JzaPzr}UHHdULsrgA=tjUn~T$?wDA}HjLgj^%LL#+qy-Zhg@M2>}Z@31#I zENRXC5#M&Orf@`t@CEB&O1S(a{w3#)N=hfq%ZTtWtuJ!yD%>C>Jkzf);^*k7*`Slo zXwK(+m&}ZcyhS)Ti$)5x#Bp(4PERZ9tmlopUU@deX{g$GO4lu4Xw!(hRXMWsA>b=WauH>~})W~CfZ6G1wnnQ{f4Zqurur$P{MI5|xx zA=ivUAR$GKTphQnXQKwDSjd`pAUP9acdQtt%g&%UP>TUOGj&cf&+bcB$4OF6h7JR$ zN2e{D(Sqgvyi-zh^I%k-us}EO(Phz)Mtwh99JJS?Gm3@?Av7UpG*nO=Q#X=wB@5u1 zO-ROtsB^3lrCf468ALb3tn1ha4QUhyy4BO6{xVNYYZeCq6@rM#`Hx9?w`R-D5+Ovx zc{+k=Vu3~h#?&6(FOGVzhvl@QPH8@zw^|2AA*S6BP^UNTA90_r8PhQu(kQEF^6ii= z6>V#Lzu7ru} zRx8AA7vwEJ~Xz^_;^lLTNyIOc{O2#NUc=P=`ywB1h5sAUo49TGBjSA(dbu`;M0FF_*OwA%@FK)#hBEqzsprt5VP7^)kAYO=Co$#j=kk*%`W4Aj){E%)e>;!!MTs0iJaP*0Ceu&g4;kq%H5g=Wyh zl{2B@F%3dQLrrZcS}ekN)tT7o%;@yAIN2=e{ENK`E;PebqY6Cc)izR%hC(e&H7CPC zv|F@|RAZ>nyWl7Z5JGmI9QPqDDm0DHqr$z zO#&%i)wGc=qFfzl@j~(}vU4EDn_q3j7R$6}O` z0XselUhZ^;W15^84)n5VwH}|BHh-vIN8mi~1mpgR*U6~BnoItvZif$tND`Su+z*d1 zF+Q%*mY5&sU}D^@ZHf5{$C(&E$-FHwf37(be_=$tbPS0 zNsWGM9~0y2h1v?4UpBsNsGkOJ71RH_AI%tMTFIhlZTUx`RdY<;F zH5`#sZ$_0beHDzzy`$N@K`j{OSjoL`NN2N<(fhQ8j(JHi{H9-xtXAI{7`$@DD$w*f z6=`a1Jkt^E-K^B{^&^6DK%-&|zfLeT48edxGE%Zm0Q~USyT(hr9kCAD`^KVq+F1wf ztv;u%PIB18)h)fsI8_;%<*F;g@oYlZ(NQ8D6!RXPYsw;6P32ATk6*F6y8NI#fYD&K)S-`!mw@UA4ZD{llJ<~T$ByIKAJ zt?HnEWzirQyshVhq@DkjH^m$U@>S>0oumJx|GcLED2vqoNcxk0{m)!O`7f(`9TpsS zwXO28J%i+{&Qa&J?t~~s^<~fz|6NTpu}?f~XP>2|{#1Z3>RHMgRA*_T?~v3qk+1(c zOB1~pH)pi#i;~-d_SNgNlvuV{vW*5sgML3Mm(+Iw5v2jsQqQ!jrHM|9wpOc5MM0xG zAL6E;VD=C1M?te+0}8n-cw8M9qP8mWB396g2cSX^R0wY3`HsrTbO#Fa<@({XP{>{O za>-GXOEy9xk>Kr$z_C*&11WVn6${t;QW}X+1+hlu*nSz^BC}+-voK&jpPh#bI(#w2 z`Wk-yvDe@^YkdtrdFC~Edvtvb-;?ngJoeYu2v$wH_~51P`WimYFVQJm#W1^yRd7hV zeL2oD8W~jB8%|`rINp!Sfpum4IhdPHhK}0m$D`cq>i9OZ4-TDCLFG2f{_D#4xv9%8 zI5Rruly?QzRS71goC@uvY&R%=-MEjLTp6}*V0>ymhrsZb)Vcz`wd4f&{>pU)d>VEF z?Z&rHyiS1E#_NW_CtD}L2R_#o@F~^_@ZAmT3i#CO1bDH#u7FRboAdHjF{YELsO49@ zi5p^q2CaKPE_p4t<151r_iSdPLK{*(b6oIJymD_t#)l}7;n}*9p0+-D9OL__#0f?>|WPj=W#`V-ZW5U07(6j@n8zBi5pf-@tkqVQF2%S8L8+v&Hc- z?ci!LAiipI0ikwGyK!>piUU`!X{WUq4Bv5aSyf5AqIJ2^f`Rpt*RBhSi<8_4pQJXZ zE)PINu6)lXv4<@>%oow1^PS!6xyfe_(05z3-A4lGe9T}y+kF)YI$s039^F@5pto82 z`J4tiAB9-Yc3*&l&ga0^qx+H@blyu?kM0Xo(0LbOJ-RPNL2t9N@rB!6)lb%E($mVm zzB(0*+K6v`Bfp1mVCx)Cb&s41n``FJ3^ZeGTu#f7T zFz=_gD(vI<3gVcu+diG57Y$gygTlKe zG|w4*ov3*3V%nm43Azs24-r~4Z}zQ&_VWN1&4;+xLHprtbvJWwqIR5QcY_Fqxh)_{ zJmy=PJ4U2lazaTiTUW%#ffrF18ME{w*aNXNBpR3o=D0WHF}`kKe6LI0W^JM-vrKhe z8NbNT%b4{^%xmk)_{Qlugoam3>k9Y;<^*`=URS^;E+@b{+3O1U2zLTJ<*qB>quL4Z z?#Q|VK9V;nlGj?qg!j|ZL}8OfOnAKUA|?PT^x{QKm+^ducFxpa>Vvl{)Yz(`yLgyZ zpGCCfIA4q`09B!z@=?wO;cc?CX@xFZ+H@Wd*I#dhH!FhYiwLj58%TmR zG%GaxgrwKtBYo>@_|ZPE!F$>3Yq+lU;&1P%TQX@J>-fLa1(`qVcDt-*_*He&_;6It zW;82e8k7prQEwwrz4hh1{ED%DU5lk(2kdA6`mcOpG>Oh9vw!*G3p)6D)-_dHx11h+ z@zoa@yME=ZdhqDU(>1KpufwW$A8w}?F#V>MWgr0g*5mt6w%4#vzYf^XzTV zZJ^%Tdi3=18g}W|9qj3YKXSwBB@O*LU_X2I@&z-jULe)m4z>N5`@SAZy$#d_lQQmo z^{Zd~idnbhu**!sHI$B~0R5i%a>!d)zpa(*90Jfwe=5fJ%7c662WIh-{q7lyiPI?$ zI+g?c`Mte^1zp@-?Cml3k~`5e>;MArxxKyFsGQFt?(b@O!!v-r*4wAkx0?Xt^ZV<$CV&9^9_{s5s6#QC$LpmNhXC}0-t2VT zKbn@~axuGS5BbnFwz(SnP{0zhoi*Z3CmnEOBTG9br zCF_9@{5UUokM;GcwITggWNfH#w|;v z^|G&LcLwNEv%jsfh2{o$AzJol1CRrLyWL*d6QT%}6|r{zg8xJMV%(0%CR zXmD@Is9PqE0aLf#SQx_a-u~&Fjs%Gg39DBsI0T?q)HgHgEWIl3mHU6CV1~D&E}7EY`0nU_c!Uf&d*2q|5YdRk37@GZ%!4+F=tCE_C6H_>yC% zmuNT?!f{@S3=bDn`?2&=ueJ^#0H5oZQyKt_Z&<5WWO)X#SKU|l)Ve}-MJ=$Lj^6_b(GCB^z1PEnpY&NTdwEhvlOS(xsR0q6zQbjelG^}MY|X`{+{Q-4|21gPf}hl*POzfixJ3kL7uWc7Q!@!(!T zt*7a|Bl>d`^+T2noMv*G=euE8I;CaM(R@0N)$rlYcj(r=_$uhHYSr@=0N`c1ZIZ$< z7``4R$+liStUAo-4S+%CTmuLPY}TH9#pU^no^Uj;q&O1`WsKC>o@$9`>gD z)Yqh_?R2>XL=X`H4^i;j#&NG0$?!LMg6fB{_lI;_j^y+Zx9#0f@ z5WDJr&G%SqIt%^nw3E82g@*ln8>3#{x2Uv*aSFe{?y9C6RGPCCj@C(=FX(B2wiKYR2WkA?>}W9` zlqbBKQLj)7a2Bw7GcuTaFf10 zDW`*bZiqH?N4+A~qUfStJ75gAyfdN`%m(~Kv3l(r3jpw~WIny#%nzG8zp6eh>0{Na z-W05&clFMw?5)?#vjDhZL$4YwToaZx@#}Th49PWCU5dVV+&iQSnI`>@N}k{AB|eQ& zYZDX(_P={fE0*H2uinHb2taPC;8{7ML7|f7=B9B9tk)VbL>dqVv15pkd?(YBtr-U1f4yLU z_tYuEEPdCjZw!U*St1H-eK*$vshRw28wSV=Y6a}z9-X-n%^B3QR#Q5L0`xh*xHc@J z>m@qR0QQReigHc=74?ajm+OtWI~HXd!-C93Iyrbwo}oQS(XCVU$`OO<7!2SWn~yYNsLne`GM2ynx>NpDKYj~XQ`3hSj1&j9v{ zY6j~G>_M(ft(QU+OHW@9;zISjmZ5p(XoGaUVK&V-5N^Nzt|j|5E4F{b+kfw;c4RhK3hZMiln>GV4KhI+=XaTuoidILM2 zmNqpv==>%#Rz+I(x3^eMs2K~M)KMhF!nIHWd2o%;1TvsO>hcc@x{~Q&NCl@VT3KM~ z_3a&~qd^eZa5KBq0FKWpspl?7qSmh>1rmpgQE!^9Ug}C{Qc}6RH!FTvBy-*Mx?K(d zyRXpESxb5a^@=@WRdfnA)Cn3?anW{N%97D;y?X93B(?F^kPwo$XQN@X4xrvFvUwl4 z%c>DIr0iu|n_<$gmnbbL?iQS*Ey?pDS#ngb9`g*?y-Cwf<@m5-WkkKMfkFL$-rjXP zuH#4(?Xe}^a3?`hBz4)k*p_S-D2cjsYo@0U2!ayY1PK$M<-Q%90;&L(383Jr0!iqX zA0U5f)|z=eKgoO%k&&6P_pZbSNS|J-EuyOOi^$B#$jHdZh?=;FsS$2s>JMb63xFe> z>T&EM!_)18(FLa)8ir;J9h!Mu$iZSo_T)YrY1R9=(|KMDoZdevv9~IY*V7%|jl=a4 z{Z&9owqNHWoj_UwqFi2N;Aik5z0ODzE@LR{WjySp1R+>HFg2?MHBRSj2w<%Mri89& z%)y(vOi{GD%akiGdV>)*Du_M))jz1L+|zCE9u2}D(X>}HN@~Bojd8WB;B?wj$taR1 zapa(WI^Q8a2t^Gjmi^q9cX5`n(v=D5efg|C8e%r?e7SH}LfW~tn_b*~e$aop*X``G zY8(DM`q|BVd3PwcPp$swS;=nC9E_?&ER4JUnBa;f+%)cXhkUj9p!W*JTR`;OmtUQ+ zLtmZPp{Xyw9_M<_*zrksz7`TGi2GnA`k@Q{x4&8O-J?!j{PJr#;@gSJ9MP&o6~KM; zsQdDEv4Wrr!8 zlv^qjOcR9V?!vb+wBsS&jWtiMSQl~y3lEV4Kl9&w)!OQfTJ3GhGus;UcAt&x6leAT z?fA>y!JxY<=nLiVXt0NWE)3}CF&tI-EW^7(N9?EffRlOSy}^!ogOqd#AF50%IJOnnTKvw_K7IGm8u&WKdz z44{mm&R=Q36bSpI%GLKC8xl1&ez7#5mM#_x;ZDyj(BnF~Z zNC>IrkyKQE358?EC37ti_Vqh4BuM)N6nFU^s*iQsxKffH^)cj_h>M8b!Yd~vC^dvK zds-wkL?pvrcXK$}9|cMZ<~~^TRnBl%&G>Z8D8eyc_ErrXgEVS{zMZ^`JnA@_jmHO~ z89aB(vqH0|WPCIvvoV*j!IwCehs;=Ka|r|fGhPEBY)&pnEZNLUsyGGRSKV#C zDTFcH-SZ+`fsG7c8S-6>?Kflrp6iz*o0=dq_Wa{JI&5fOrmT4Grgj}aD(+#2EY>(g z#jl_#*eql8U`Eze55hs@2^$nQE2@v?``%G+ufx4%Qe6}!=ydRfk@nM)iYRV&SrPRS zC1!S-dewck-94n;!%l0)V6W{~0^=?%M@*2JBr?5&?Y$#Jx|B z`iZ`XDwfFG%^kZ!l(Cf9|6Nz@Hsdp{<)Dn^u9wJSOO~3t=r@a_wy-@vtvE&$H(R0@ zXOR43mdt5qP!QbPJgOua)P?pI`^V_|C^g74E+iQ`(=;sN1Pv#awG}?fFWy@z{)nS6 zXwbqH!9RqLye5BL#%Zg%8oppipOQ>)+~ne6@+aurK-6&$$KS!Rmr%IAk^BILzUgeH z@~SAxy*`_Hp5|Cg_puy>16AFmu!F*T?2PL*+$r-23;DgaoTY zs)l2%W$XhXkev^$TZs{oPJ3p{2*Zy+!Jh6^ik{-R`9=M>WUEZzG7^_bkc5){K2eg< zP&*tE+^^OID_nAluGpe210?Y9ZVzWg61X`4utkp`55)T6HpK`)#zOErrM2}cVA!Dj zXT^pR0NJTX7OU5g%-nzINNeNJbKe7ka^lqojkoYKE6$nG919JTdFEdCxQ{m(c&D)d z%oj9nzbLu+GZG3VCT~{n(DNxM>5efhLE!QR4iGPU2yO^gB+-~?4=L&kVHBmEHsiE7 ziC6@56N~G`n!Yr8frANmV7J4>0(NoOe}rIeEz zQwvyn#<&!%b0c6G4SqtOaF*aJ1$T9EoZ){S9tA|~*!tj24r;*>;oG~*&{#+q&}lt{ zGpTq=%9(`XG82Fx!HOBQcJ|sO8E>+D3@r=grb$r}cJY9*L2`yjCTA}*ni;{@*@{k< z5{{c#4v#!o8$m4K67Ba#tpiy7RxC2+Wi6ou#$9>>%tA2HAtn=++Ut=?VBDp3y)Wk8 z@VJp}L8`sIZ|R(N+)^AjLzW8S7<`l!Q+t~eE10>-$U>C#dZmQC6mW%CCpzR1A_EL_=8403Zo2rI#0kz_7cGS@7x>#MDku^9 zoRqVno3RI)bei$pJCSfz`%7{V1Z&{V2{-Ui1<(McJD5f%Y0ANt9-^s3Rap1lVw#L( zNyrwfN>=m$HRbmTuobL4HyV&yRw5oO%#(%tqUFY$zfXjT#NV#j~6T(Psh9VqDUlaG+`%40`B^R ziz09l77DZa{uovzG{!Qz{w5h!0`52UYzA@hQ98`+JBC}_ZnD?CZ2V?UAFA;&vuIT_ zk}0OUlU&cFlyf&U*k>{Ky?(2$X;bVVHegN>M(yGAghh+#E-gj^kaHM)Lbq&0WTae2 z!#B0G2uDpK$^QceV&Vh5Z-tNUS(n~wTbJyU@nTXU2p#^SL{v8pY~(4v`v8st1R5ab z1i>dVwz!)O?67oP4?}P?#O-bCu#Y2guVfB1$dIov+}@}4)6cd`&~9dlKPlFf80I3# z0N-cOgLZpV$=uVPI6?`eyTo2Sy3uD7Pf{ddmf-lrRc41h$X5CuHJ=*{^uY+Pun+AF zS#0<2y2t>X4*gf`QKl>~JSjmgG1q1%Y+$bIpjX6%u-x_gU~#Wc3t0|9{^#D>mDRw# zzn!S*B*xi7+y#ktKuP1!SsKme8=Ck_+o$#0W~g~|9FGUR0z47kvWP8+2i0H z&jpyhS;MUA=G2jqQT}C_bw{E6cZx>#jaIIv`hOanF;2+f8&Dj$G1t@)(xl%Q7~6SqLgDcsO_dp?D%`-HPQ5 z{kea%H-h1gy7ZNck&NYhBFz%4dmqN~_R)ZnoE@`oan;fVOF^X{!YR@6?^CS=yuM1e z*t+M7t%cDj2MQT2-XP9IXHaqUYRpfpeypKQKfBp-_z_LcY=F^?HeG?Iu&U~I^os9|vR|{4(WTgx@0s-wgemp{&U6{qMUYzSf8D2zUDO z?-BfPJR-+tf%x&z3#N1?-V9fY?52gfMom~r81zSd1WB1u`Jwq{3R|DsTa~Dv!ga9b zf52KXXd;A5krO=abjGn-)(YI(QuKiC+#duP(jIg^&YRt`3+NO&Uz%HT3hB<{)XLx> z7`C|K(H2IaQbGO{(;5*C_!KHsY2Vt)-9b0JJuVoJHfRS+EGWdYSuAI};^ zzX}O=HQ{a}evS#949sEwHj5?WM=$e2TSSQuLUT9Q@gH)2^nPMX7BhyTv6L)?2PPa> zN85+3?)EdBTladfy~ztySxu)Hn!43Aj)Z$}V`;4*;&{?a#0!q@g_kg_xhk8uN1@}b z{w7s1Z;H(liG)r0rpo4=&Sa1+Go7cfi0VZv!n#XVhJsQEKf%RTSexnSytY!Pr2t23 zkZCs1jA9TkA5_*+$4Z&9Xol%eudBAkQgJg+@2?fhBxy@5X{1l9%=wA`J2O|Nk}$W< z!fkf&m-Jw;?3{j0TP|S2j+Bk8_)*DVV1hbFP%YB)43iDV%-1Q-yK2Ff4BHw4?!81` zYHU3M3w{({Xl&Gpwb^~u=3v6D_F&K}oqSH=zNo5D4~$TB0alw+MJx4&4vLji(Wrpm-(PS?UOxSdhUr7Elp?cGtE28Fu00NF z(&7Ev>#jZ>v~4Cs*C0y9-NG@B|G@cm`4zI~&_Q+`N9HazVX*qyiLBNt{LSVp*X>JV z84kqUH&42|U>8@m5(JA#NamVeBam;IZ?)*^rMf5ldQ6|9C4z}5LBHXzLs&%85tTHB_Ozi*ymC^>Yf(N%aOm>3UqH`*C?b z5IfDah&NGw4*%{C_NKpTe>kKT!g!^Hh-!S-NMH%-q8F z$Vyoag4o}%#x~g|Fg(1rwW1@REK#B2*crbNKW9bp>1S+Ttp}d4b<5cv3N*+1kfhGA z{_o8tCNfd4X5#lqzejX*Fe}nayX+<}6vNA-Q}9wb>VzT0H!Z04fbjV|6lk2;lKR@{hzY(X@!;T!%aH&Y|61mgsbeOImKSUVuSYeQ&c{F z>965Jq4QVCDjv_Q*scG6F;5gEDZZjcSZX&9)l@Nm{IY@;bM0h7Tg z!ma%>utkFF)F}Z^DeNZWL(B!8lp)=fl}MoY^bvCW4B0-P zV(NPwqf>gN+$iFw8t+1+1D?C^P@&P)w~3f_cx9p8%pfy7DE*$U( zNwD|$nUiWHQWNDmDq*S^W6F?tWb0^zTps+a(}+mM$sDPbBc;lK?p=vj=>0^elt8cW z^w8z`@L|jjW5+gQ7ez*DCQ$npeuSZ(UsMibS{q(0R|6Zv79L~ig+S``X`o78?e8rN z+pqA*nG%=k+VPASV0V*(>H;^zN9&TQVTa0#V^}UH{M0ei;NIZ`W)xMz`ywZnkD2xn z=B3@K9gzlFWO#JYKJo)mLUJ>UPd8a-J(d^oqDGEdF9%p`wFEPfqN=tmK?{X9#!ol- zqx6DjvVGJcH7SZSo$)5FV`?j=nEGQ+2pBK_)0jgnc1KL!FbFbVkfF z2^!)8u55Q6$h~_{YUQD1+2|SKp74S`c`Am!PRlQA=RLFK>(a%hGC15`ki(YmF;fhH zZrZbuX!SWyl&?KtqL-|vjLuTJln4hEhglU?!Q7mu$rmU>0DZkEzeK7+Gr|ot22xs4 zG`1l~Fzy>qXx(Q}^iNzVhYuIyyUqWBtGj)C8==IMB!SC0#gV7O80RlYcbWz}sq`fs zfq>-ZJy-Y1drC(-O^|R2tvZ_rWG9;;$SCPl$f|GK36E1^!kC%`Req<30=7Z|y}Uxd zz=9qk^BL;*R5#TOX`Sp5!oT1r4t=fQVI_Mid?;KFXP()u9%c4Qg3i-XZV&@1?UgcN zC1Lcs^M)Ejg=hSRDD&`icpp%y6*#t6wGV2Opa6d-*|NaL&@ zLbee}FK08uMT664-Qd>)yBjnTFn&XXHjI7QuW3B6E{OkwqrJU4RvHAt*0Peo!CguW z;FE-`mp|Hg-=zE*JU7WgpV%hQI@DSEm0kWBLo6qC0t72aC!7fKq3OI|+GbuenL@@; zk;VHn6uDo$X>F6`<2 z;}_q)F**jz-P1~u!@_4;EdE&@cXs!7keF+m3(3>Qkr@1J^6ejDkp+BSiH zMtI}&R^0#sB#M&%9nbwFN>{c}EE{Gg1tj1|jeLR4{k$s8FT2Rr#VCIKYardtd-5rr znLMFX0N&afc0M;#{=4zwMajGmG#4BEYtj_2uH;`u*bJ%F^;9{QJS< zC&kj^`^&}3qhjNSrjX9YkI+$15gVgF?i-33w|Le}V?qh0`yWD^mYb&& zlD_bo>mQ8{k3yjOKBdqkpIjdX=N<>FPszvtbGSdUm;0Hcbt5Jj(0#Ek{+=p-aPxGL z#&7Son3%!{dO}j_*{ajZnWONy*-{v2W|^w=?))O>ZfPO8keQ;4@(&96%LSjyI6}DV zw28tEi9qBfs!pK^nq^y~@2HEZjhb=N1#j6Mrht~Z>O78nkIB*eFA2@x{SM}uuQ|+H z_!Vv1>L0Xx#GRp^G0`J^-_Vjz5#6U*PUyUr#_$EE4v$d~>wu8xX4Np3G1@p%_ztxw zaa4k%8TXla)|e1Y!zCuphZRFFV_(F92>(h53lxruN^4Q`H5Gph`G97KDw)%?6Aee! z)X3;u-GsPR8yBUKaEb=&#^bZoZbZMN&O+mQvQ#YBQf=VG(h9p}ssfe}ec(&|GEppF zeg`BjFf+&*X_w`TNu_2y1X)E|g5cg2=`4sAeFWczY$s6Fv6sUZ`3Z5&R#qVm z#HVz;0Ud+p-aCZrW<vr;JyM$VFP_cB z*+bJjxkc1QVjQ=$kQF!f}UuetO7|#P{o19^D2Ii)M#6M zltX`s?O(QEvs5!@5+-&B0D*Q5mYzv2ZsSctmom;6_!Bh&wV-h2on9cLILN~$h)Ao} z`w1`bSho21rcG`a_Us%T@!X9kcC43NG%84lAli-}kOSGQNkD9T>v@0>-GLkAGy7|X@xUwsr zA>nz8L!7xv8l-NTSfpykHK)Fes)?uXQtV8x^G}o+0I#*aBEmTwwG{F7g5NU8M_n9M>lHgX#zK0<8{XYRc3+NHf;W7PUY8zx?j^aeu z-;qLMF50B*KZ+;cPpXSx>%mXz6>FV&Jv`f2P{_;`T13Y=%$COi+WlM?+5` zAgDY|5-9HUs=)&pb4rzv!3`kp>JqN-G3o6sxE+e{Im;L>kam%Z#-4mL9-nZ=-qx1B zC;BG@S84+hC`eqEAL99=94O1@`OG#SXu)Upc}m8Bxf{L~5fvW6)~+hYi})nAuI=ZP z$p~_8CMuJfSqC&(q$!F{)_DYrSMJ{%%oFT0&flti5)egwyIM#$W8R*yT=o!mg2HSnIiT4@cZ`1!^bF&cg#b*47W^!VCA5kMdtUQ&a%od;vA5Hz@OfX=N z?|0JhH>Mz>V@Lk96cj@!JdWpHqCm&NPJ3vxab}d4_~6hGJH47135u$jDGx1i|7OlI zX4rUekE8ID-C>@H71u=do6v%zRS%qPi z4vS^-F|zRjAJl#F!I3g%#mC&E6dT?~mg<(Dcoo5nr-Kk++$T#s1Ns3w@AX18I9)}( z;D^d`+V_*qXEcn&6~fEg5n|Qo0RZJ|=)vmra=n#oESDaUU+l zf^MOfT184PU@xhPWG3b%F2wqXtAK~2g+j~J@9*PcLOii{0i5U?lSVi%c+VrzNU+>H zL6^a1LZ(BThu3yu;5jt0;$N&D9`+8Ndynxnbr-qham=nb#4>ZFLl#@dVM@?&)`f6F19M;_I?wNWE=nuX zi>W%u_}`L#YQ>|J9wE6FNTDY(>Yal6NdHDH2e`1F(qqfL-t#V1h=2je0y9T^>>=6h zAnc(jKMnjYgS`L|`LT#N$|#leEY7oyU-Gp~O0~ghEHyT`0}LYTK_R`?LHAy%zD}uR zwma`sV5ap(K>ko5cTKwV3PEg`jzQWlQmI@(!%S^PlHzLDmTBn?{S4tZM3X9W#Hbve zL>6HBeE6(gj$+G5lnO8$F{4zsB}m9O97qbb4(g!$3{f?esmsJU#9r3wv;@$7=CiZN z^WQxf3&Y#+fsCX+OsB`itDw@w(Bke>#Bu8-g-x4L&sfFU{h#oUD7guaTE&>p1DtP5 zuQ4;n1r;A@rPv;WBuDir&vex}2TFOm`-}UOVmsq80?EOk5z{Z>868gJRS917(-wlLtnCE~EK_ zhgi#0*^_33cp4(uJq%kz?W{b}fgo^VfZQ#5&cJmJU*Jq8WKv;xn@HOeZsr7_1WPVJ zhEOGe4IPLaD3W%g!B&Q7ARJs`M+5{O*#L;Kx(;{@+~{>L5%p0pA0YLK%{XjURYX;% zF*)a4^^Fj)zvCUX2!k|Yl{wAphz{Ze5}gv5n?bI5cz|gJ`D>CIcn{c<05ATIb>e4~ zM=r+B;JL3BxjZEW_mRH>7yNKhOQZ-kJ33Pz_m2i408e59Rhp@VmOwE>ky&9)ScCaU zRaIc%J>^>MZDkK`MgB&EhA9^rB;K!9VoT;JvQ=|inc1^-o)B}2H63I$?WYGsp;230 z97BQDT)Tq!z{y0W&2wxww+su>Y$!Wt%Yg2KA91|H=?~c{=twJK^J-MACe>l!|6o4A z8?G13BxO7h!4DIn6fKOqx~n9R6ON6vz+({=^i{KnLUruNcx9OCXL!jUgS;P^Kt80#3<*?7Q+eozE$9 ziJuwZ1{3=@(k>Y}cr;!PR5?__D7Z^wu-!LH;cIdYD0P_kLY)SxjhSO3!UnoxDak`S zN)_d`sUuayh|(jU?ra#UENSFiTTdM3|bGZqZ8 z`=6@s`JFtfevu)?RB4#>5|9;sAy4TsVsHUdLT$_~Nf^!){pY<9f@cOSvt#Py()7dX zBZwgW2G5=MVR%H0X9&dpjM$<&WtW+u8iGJkjmIQYRQK@`Gxe`+85Am)96w16743f= zJFnA!#iN52ahK{_Y`V;FCUJd(_k79Fmq(%mOy?~kSj}D!YiZE0or(tMS52B>FzA3W zfZ0Rk9+P2){p&w964v0<>NC0_?UB}>icsa+emFjPDz$yexT~Vlte6pH#4$bm0JNbG z4(V_y8%T%-ufF?fkh;R!RC#E3BeAZOY2-lkkp5pMYxpdyCy;Wt z6V|cqpa3_{f4Q1w)!y_;8H=I$_wLOJq}-=TZ}_*lp1|%Z%_~bvsSjqsG)Q-xosC)o z$mtV}bN&Uz-6Ru7x*MtjmDwTMSSog3%`9TE1<^tqtHMs8+~p@BW}2(N`zB7+*R3bY^T zQ;>0=EON#^a1(Q#NSLm0Q!qD>wcl2_m&6j7F_K^K&3&ja-{fMN86Ly@cq;DW$h-WC zUN(lXGr@)yz-{Ed~gLCRkd*@(K?9&=Y~OQQR0DgX5@jH_IyC7Zg`d{ z(3!H1#T8+=%mlV%2CfDaAvT^;ly*|2?<9Pfg=yHxgw&nDhQ)+k=p(U%0w5+n8pi}H zU-Cm(H`Cgg=8i_iu#=!8%VwFe+w6Q0;^6V_SROedqW=;PDW%jXS;sX#!uA_tIz!HV zQR#&QQn14nEc){Xa(C(cFLbVX8$ThV!2p83= zu5g{uMPBVO5_&duRmF63FlmU6mB*VpJpPTblsMvPGa}i*RZ}-IHK^{2z9b^o)Tl4C zAQ|sPRyy#c;b^#rpxIje)4*L)&rKb$y9S2zi;_AC(i4A?@YMR!j8TJAeq*ixo#RW@ z2)*Byh@BcOeKs{xfpoJgfl5pW_bWeJWMI-x)H#MD5_*>WuwzzNgTrji_?$q%z5h@+ zC_D$0(2cUXB`Zy5QK9}0I$$icdq?@J(*Zh-D~oC{xS}M%yy+r;0fEBTnw@Od&SEYB5aQEc%!O`GN~&v z)C`=Pe8T9_Z1~Jmr6j|>onx8`O0d(TtwQf4YIynaOmnevRit3Bd$K!^#!k+fc!HpuT=vn<1Dz~G`LW1v@3rMlgPhQqp}%-OcPDrUln z9O&b5MbE&Y5r5Tc?_qPKZKp-)5L*2Kq9l!aKie6&2^GBs_4XR7!VQozf*uZ}Y9MnP zni2en=qoikb6Qlo0^F&;5Pq zZ%tT1DUj&cGwJb8-UI2=ZMA(1n8zE6II%EPg{m4%0;@YGOsa9v@1hj zhAoNPb??Z)fe3Fd;pX(|R*h!O815o@K7tBsFiq_{4jQQw*n2{X1kOxPk%F=`!4PI- z#<%vNcXrKX)NTWY0;K!3GC~VNKbDn2Vbh4cKy0Yg#KSBNxylWabni)AAsU%s%AC3y zaK-5|A~0f@XVM7;a>=vHLOnIsgshdm*I#zxG)zQTb zopsM;>=8q(UNj uqJ4y-ZM7ANF^j2rWngG$Jv;u~9ZnU?%D(E{oVU?XXAFXWJTV zv_e5%c#VVqO^3Pe<#>j8@LJs=lM=ygT}`*(`zTL#kmk5O#5I)fpH#~xU3^PF>EiJa zCB=vFg*4d|L}RBq<1&`3Mrm$3{!<+&>ZE$sy2UD!EEXe4ur$xcv0oy!`muqTT$hul z7S~<5kAeGv9%9;n@LBpf6_BW9p}~fqCLpR{xmhAh@Tq=gnzU_dG_hIq4R%GZ9T!x= z$aD~OgX(68I(_6jPNHy;e#R1HsAeu-#|mFW@;*R;)yd_*xQte7xYr*w7POP;rJ!n4 zaliP8X8M)UUAm&F8{9Asqu}^nktHo_7r(@Fsr@b;>};4`gA=(n4pb5-H%Z^7GBT$> zXIezmbgRLcTmfq6F`OeYWFAtwv@C_OgEm5$Td2cR3M+45G$}@jbc*P%qaqJy6zdd^ zh*HW#;H-90X7*~G(wZ_U%2R;kwb|Xk$fl&H!tW|$e)c(*@t&mrq_i#@TF~jEwwdGx z;c<#k8fl^=cy2EIJ0%^(i@yG;fAFTnE5Nx~{bx#dMj396P?B!P#$YtKiqPie{tB3z z7SvjbYMiHLaArznyQ`ME&3tBbQSIxZ6vtim(aZO{h=eXEcW8&y z`31>DUhuXmDLq*H0}05K zQbFm1l5{kfxmr4c+(;4YsD*UX~zBkIzCMwN!7a!p_=9#d7D@eU0ICDab2N+qtt+QY<%*0`dGH zo}v)oWT)bjaw62B4fob*51VWYBHdO*1DKot!x8dFAf^ZJLW&K&e@B0z(darad32l- zZXmPq@p1)8RoX8*-5s;!GKw;qzQh*ES^5&4fUpw0bFZA4>^#11AMIK7)gT1WzN%CZ z<^DbY0Ux*VvY-_Co(@-o+eUKcE=X{G2&vB#aJTMDx5h=--_Z8?gKcJIRu8u0A>9qn zPW_=4I)dk*1>5!j+6n<>lr7gxf5yR~8rQe>4?f0Vx@*eHk3y`#8w?@_xxS1x$T$oJ z4!SREuF*37H*8ft#urWb9JHwmNtagz8ljw?UJ`uE$ENShawE2ofTIKR9Kod9oB$-1 zpo}@DLqiW}xe8$ol)OHRUm%cFXkbLJ3T?zqCUP~d!s=5uf^l%qL>ryVh|~HC-MAlsy*P*O>rBs#=S<}Wl8l+D zP*XH_IZ{N1Yq4(8!<$m$9Yqy)OKaMWZv$Udc~MjDw_03x^F9}rr!Nb;wt2UNEhl;7 z5SD6&JhQRrFqD;j1X6{6RnhUju6OW)oP=dM899!^gp*V1sH{hI^D7|1Hi7gRVfo@G zg{lzVz=j^TQdN;T8~c-6Xs?rA!J|pn5ABgLe9SIqGsqchMEui{@iJinBfTA{{?LE9 z(J#I~LS0%C^f0w$zih_#YB1z*!@m$o+bU{M~S{ zBijTbln`}>eGqibKsMM1rJ>JJFb>ldKT;jXl_7eSP^GI$p~^|>F|xRS=pRzNfng&v zvbt!JraGk&iw>3HuVMq$(s)Q=jlH1rfuWUo^Ow+~W`Pc4xa;9G9!aedI%Ec?gBP&M z>aSQE?5KDOjYk-Ppn-BX?g0G`eTIXVq``h1lkL4lcUq>0jds<_vuTFGo~DU~jtkTk zIozXH2k77>`npABe67yS>@Yf-wopfcCzBP~(YF(zMP=Q?1zd7Fk z`v?~1PP_E9y}_I1S7nvheSZ_yL(Ao6*U3`8uAvI7{Rp2Xt4C2&s}^J7djOiTXh;RIzYf(cj*Hq@GpTdksbXPs~2TUQg0?RxgS|1C-^!+t?@Q8s2yn6FkpR9~u|Ay34Xg z3`#w-85fXN40yRFszN1``L5i7>2)$jg?(G34a9XS`F9>;%g;l*l!;qWZSTHR*6w8T%~$cwrRZ* zQ78bCKIX*6(V zUG)|{W*vi%-{ShG);Z8%@T-JVFqpgeGugJUR@>HaZ z@NC0%{6=THj0f{jD5R7pXb9AROojXu@>a_;W zzREDCM(Cwzc@n9cM2a_D8dSb_t6fJ89`97hj)6ry!{gNz+T#Psbf{UK9bl=~@^Kb* zX29GesgaZ*Ov!yjchjBo7)^GTwN(LhvqYGZp{K-Iu_C0)>j%Aq8ntdp+$cPb`Hc*3v)A#2PU79@~VJEp_Ss;>O}Sc`8DI zAhsNY19pg^pfx!+(h)cl2Pv4FWQBz-im|b}V3_XXrVh#2MhHCHukCmyE~dOg9UkrN z0WoNhI%r(=K3-iWn(It6oq;QzQAgi@)bi3Gq=1BO*hYmEdDr53slmk!)W-eV*DpSa z#15)EQhg^g2^pgyUOI>4EG%+;m87XD0;>Cv-$9`i7fAt!|7r4w@Ec6gj5ef<5@nId zc+#SeR9;8w?L(3wgV5Y3_xVbUk}MC4d)?8?Zufxe@^F4Fc}U5^dAUpZ-Z>>|3-?wC zN;ozn)8K$rO{-di=`Jr5p<)BMSBnRp5XownifT|K5$YBlv|sdgt5FyYcDq=mXAGXZ zwk(8r03Jm`;Nd*ADaRpX;sPXu-8T|ZR0KCmWPrtFR_-tJAiv+;+39WfusRUrNDhWg zm~a$KM8)Mxp)Hw(Nrmlk>7>t)J!OTaL~b;Y7TVos_YW%ElSba}V;>026ffJyoZUGv zgI`eLdqJXXlBlAIgs9?{@g@tdh4zlHPu4%TeR}d;9j)aqv_yBoBl5pF)NL$@($m{p zNz0c1cdcq^kXYelc8I?Um0E-CgBrfLb=}_gpKoHQQr-+DcV$^joeglGs^hCEkM)!I z`Pj!z8+x3Zr})Bp+-zdnpAsLGEYJD{!Sl2Fg2z7wmSF|C4@Tn0X_T z%~M1hY9Qf0T*IH_(%{k>2dEvmg$Jwbd{Q>R=^;H!>i8lT-xbS=NPn?#mnP3F zIcmPV&sme-&Hq%TSb z1a}9Ec-}>IJ{AuT_j*3k7|U@sz#zFZa(~*PZs5?9RwW)3%YB8!j7Sp#LzC*h6faSx z1wj&Qn|ec%>_WtpG8>*@pgZv|)ySnVb@xlQ`;|FYv`%{sUZK06%fWjt?gk(-=y3JBfC9UNhXhyV1T&4qe z8`Ofv{yNSHl(ULT!t8;1?MB~F!Bo!7PcV_u5}NN;O^Iu8hx14bQW-(I_lpc48Jt$(cHhlf5hi0%>8yDcPVrv zqLwJ@$A@@4w?f@jnI^2^9?HPPS1(}o3bQIO%Zm&s+uyXDmrbat7r&qR|@GCJIj5f*Zr--?x0t?+s*h&YrC1^AZQM# zYXXXH&JiWPkI-GrjA-V)OC2c-*c=%qq!@d-KH2s*DT&5`Pqmn0Y$}emk1Y|YiHDWEm!IP|?$s!~g zkjqQ4sTtCY_c%&Roo_$EbEW&si}ZWG1~8;Dy*r7N!cmx@kHsUe2j1YKYx7v7$S?@c zE-ZP}eWlN>j>*W4&fnoNqj=3-2Z)SrLV?N&;mxnUorBP@nwb{RUdRj-;Ia;PdzAK%#P)`^DsI)mmm+#}BTB^L4)CI;gNmombsIN zay{zfZXJ*IaJK=I{{Vs-mT(Cg`%0jOhfG8bEI|lX*xlUd90!$H}dp|PeS>Vg*C3=eHoh{d6Bbnhky_-=;q4{`bEG{Ao z3m@2;sN;76PK#J<1y__=mzj*Qq5YlEv@9+qV0U9VOqqD2aOoh!M6+{o$6u~Cme{yf z>b+1A(A|KKj*|C+qTIVeIm1iWmeKBPu)cqTmw-KH8-iD|!iq9mQw9A01(PXz{LSIM3wL8PEAi1l;2v zpW$hBAHff8By|Dh|LFZ!@wE;(U3{bHryZwm?T#UCKZ%)HCY zAiM|l1jt_M-~f2gZ6T8eo?e>)&McJiER6$p|D71y#+ZRK{t=hZrr-@`pb!S6yk1+C zog{%^zAqBrRh|3gc((&F$qi%;$M(26J*E`w#RIBf0fE~)E*6K+v5x+5gtr1}wekwu zN4lt92aXGNgd+nU?Sp2R&a#5)QQfC;@^pyGzr-3JiXZJg>JYsJCWgUS|6mU}i+!bZ zt8X$TziE&vp&@x>_y6!h=S4yiKZIlP*{63tqk4SwcThCUD?MIrhw=uH$MylwColMf za%<3jsgWpDu#ZvAK%Zs7pGd&{(-O-h%nPsy9#og|CWo*39h5UaB1bOuByiT1)x?v4 z2V#`KgA)rQ9~m6)KE}$he}bHtuq>K@@u=>0kQ4j}Ytatr8J}+F=um|7a*5YJ_pIj1nCvI>NMJ~r!{K3+q`3Ikl?^_Z;E|KWeO)P$Ki=Pe zVdgG#K0BE{qq#dP*z69lDUaaTq%9dSXnqJt9buek8>T{73&??U%u_fe`RD2)t1PaK@eyizr?c5Rz(sNodwwa)NT$e%a-eBGb~@ODBZ~WACH_VFk)F5( z_YWP^AS4$;{A$|m200*6?Q_ur|Pbl24D{%d=Hdmp(ZA)67q$acTg$EA-rzj;1hcDIVHLH{LUR(L=r z8QIUCk%f#BR!-{^+Z#kTK@9!?X0Q}#2IkYRgP^9fkvW_x;krTswYVsz7|Ey0;1d75 z>LtqP%6J?a>m^D+-6f(NJwr46U6>7P6lE?~wade2q+R`r19F^LxQ5=B3;@`Wc-o27 zut;cO+$ZQmDY0T{XFM}XJ82pjP%Jn3fI2D%K$fYC^n3E}T0)tt#z06bAw@ERqn>&0 zMV+=hG1n9E6j2qzGygay$$Fc9Xc^D!P0IMV009A`j8b$g#+yGnjmd|Ylk@zqQnBs^ z%E&j1-5CM{XK^|Dmo~1vI0nZ zA(P=%sAMqf7j}HMc0)5`e@2>P9D|DIu7^bM92I4}f|E>EHF4VAOze$ZuyRY^Q=+9H zC<*LI`^58!VxQSTU`PMu=J0r*-YeMw&Ll!qAqvWmVOjx3x29iWC7A)t+$Y8XtQ8di zNz!6K#_I=KptJboIg5$rV^7B|v%|``;c8CL31u7<;A->s1j~`rtPmy1={ARd!nsR| zbAU%rW#P;$2^~9Zen*;Wu?ohew?P02D*^%Zby9y>u_PK?n^MSqjPWr@?$=;vhrUD( zJK8SsCsK#-pAWdF*uKbk0S^i}eL3W3bIrM<;lc$o)uTA?Cz2HJgAEC*P68|%BGA*Chs@?|k zKxU67axNjcnFli30UP8l$&YAvHsjskTv#Q=DDERqMs{Z(w_L1ZEwmoC4|b36q%RqA zL9yB)vyyePYlw5tVVBJ-eg2?WKgMJ6S47dTD@;J`IjF(LW=$U+%@j=+7CuW2A!tIm ztQl79lLN`jf&&`5rSWB1pCwu-AA2v7NQoXU`!5Z@q3a%gA<1SPLp(9VtUoYOAQuO zY?;s!BorMI&o3?$Ku|t}oZZ+7cMC1b=Rd|XpSfcRQeH|JIvyCOkw6srh;W|~P5~tP z=XM6Y?&tqxB(Fh+*MT14q_u9nZ|w~F`vxns6UJGqMgTC5o8Q3Afml;^_r0<+I@EB? zT48CB>Y>(kQ3LBPKiF9Fev@?ZP7n`j@1&c50}}>KF_T_y5*RpXHr7%i)AZz#>wLEd zgLY#JSj8kfnDnG9n9kazK;+cgb{v6W&^{L#oDLjKn^SY8rTwfSrV&O8#Xv-;P4QFnw386PFq+0diVynCavw=9!20H zk+hlC%$Z+x09x9f4NG_>x)Y$=fi(i7*XqlR;LAk9|Agp_k#6}33_Ka}uXNvn=nQcA zIH>m&JsKaMp}o^&eO%BdplF9n*d$8)k$I1KZs&+{vzT$s*mZHa)R-fJ1T&uh5seW! zo9=d_Sf`diChLccEE-CeQUo{meHYnkN#@fbox^YBQy(y7#WQo~9eY-Z>#SnBn}K>* zdOl!?J3AAb(8D0hM1!r-mX;`kxtTz{pm#+~@?HKF3ZjIUaxEkl!D*3%*-URnuwodW z*5?W%kNeLt*zR3s2aowEe;_CID^??EC<_@5w6D8k%p9%aoYX02?XZISVWAS`{wfos z!?5W3ge!WFYLZk`S4LUtdc#}>_duZT*S*2T6-uZvl~#Nb@x(v`^=4)!V~{r+iU{l1 z2L>a4hT)i3wn;2Qfz)(4W+I-N@nDeMyvhcBoDRhW&xu_d4X%@FCIQ>W1y6_9!g<0* zc(fVZMp~_Q?Guu_$^=;7BtN3lA@zi#pgNk``5q}kC`=<4y!;M;3kHGC6{d4UDX4=1WmZ6g-MU1w1m@;^pgm$7b`Tk- z4qS<1@s_?J+2ACU8qpTWU4PQurThD1|6VpVkIu_)tzvATbB*U#G2F}#5-5{WnDXCB z^%K*r%mOezRGB@C<1TnwEb2G(OIZ$hnvWV@)yKGx$E#qK7VVe-S;|##cgu58T8H7G z?sdIu$8Pgp$6R@sqN&RHQP6g8an(9>J5(e)%c5(F^o<~dAfXL=re5h zyM08lJ=?c?Zsv@t{7`fJTN$!gBnQK1*xLg-))iAk6ZjOmcvoRx*PMl7ily5KhMW0f zKQTP}$YO;X`jPbjX0+7U?h!HaJ*SvT^wP6#`>>|$ZRY4J`kgEwxI+CPMi6)D2mBE& z`L~{R_YTd+L>k@pHsh zcmrg5kumh+xg#|7!&C?AZv3%J>J8r&lAb^w5Ya?ca!wjXGKvUK zHRxnB{f89oc=QfUOe{PFYEzDAnL0#8;cATXqlJ6cbR?TBWf>HVWCX zS_mt6rne@h*G){}0qpCo1-?o`nPtweISv}{jW#ycxZ2YqNb1Itc=@h!Qy-y=7Yb5z z!0^=I60Gh9rydx)8#t2aTwKiwxpZ%Thud{}yLjp|ew-fBuZG{ST=fQ`X%FmP6U~U|~yGac4>x|lAn`G|1 zWniZ7%t6Zr(M=G2FF+*D^Xb>M!_dIjF?No8M*=Q1VkDo6i}bs$Mn;2uhq{m~AVtBx z17fMGZH_y8h}d=9Aa`2(yVkhPY&s`OqXBi-iSnAKv$|{CjvrQ-kax6)$Y3}K_tuCBS~=t5tZfqg*P$qFkPMdNtZ^hKCS} zpVF`4jffer%#Ne8NX-|dc_KFno^Eg=FywtWq6pM-+;@Y(VkQ-pyMc0ZETHlkjtM?8 ziPqnc6^5vt10J?)tjNXM+L7zr|a?R>L%5Y_cZXJUFnoWDT^@SfwDkkq~v5 zuMs7fLkHq(4eBD*#u|zca0_hrjjR|3jGyojEHYO?bk&m zG%_#fy-V_jsSZ3v|xA8Ggf)YB$t)E;x6?%wbve*)fWBi^#RKXqWb_7Oga;< zr{vOuoJ?5r$Sk?jqu5uB!!Pl-8Gzd)v-SH=$(>9s-Fb>ILSlWwnn^KHIBL4mL|)LwPb9T=Z>`*a$bI=mDVcBPTo}7h=g$OAeUjbt zy`9ZBbP>_p!HI}2BCbQXNumV!d`edl7jb6Wt>z=h1mVVxjghqg=q|75zfEBL6lflP zrN=chIStOe)EJA-&yPWJQ!A^BYhUSgHA$bRRj0boMoW>DR&xBBK}?%anqr6N=Sv5@4yL#+6A`l2pfhfl|^ZB=ga zDBq`wYDmKUI`Bs-54<2@sq#{Kyf;gje~=}HBn|2lb+1d^5praP&3-h`C<&8iU9xKO;N zN_j(~3FeJ;>SaYlkP1xieLOcai#TI@$3YW}AmkYMRwu!8A9FZ66c#MPA+`{2l5+ip z%}t`Yxk(G0M28w<1LZ&lyXqRnan-OA(Ht!^A~5LgC1nmu>4l+2=||*GOqbTz<7ds^ z;Bm8b6bQo22~Aozs~p9|-<2f|LwJqoE^vE`qv{327wxDcJ~~tySWmH-WQtb>BsQIZ;RhN zPi0uc(=sKxw{Ki-rXBMBZ#7L)4YW311L=aK>O7Q!o+2Q+1D&Zj3ng@SBN?r=N_CJ4 z3T*M^BF&;{WB`pZDHBLHLBTId0P6+>k(Lv?MENmqW|hY92`ci1hT7|hk*VYhv#_p$E1mVDhr^A`@EiOlKBkmWc!|7oK#zOupaR*=z4w zVQk>FtQ`pDK{1JuSTVP_hf@`op&-$CM;YPJ6bc#l@?lnJ1LtKeClyfl1^jG-K2I1e z56Z&W-l9A)oEL};TaJ1mM*LGn;u6|J=2!v~3~w3JGCNZq%3XVc5^lZj3t~q;WA{Fh zoeE@8Gvm3Tn%TDUR2j)#-9S&_N9Ycas2TrD0f(TF(xk8wD-UO-DM&DA36Xtoc+EuC zozkQD(N;CoH4`Ei13S1z9L6rJ#RSZ?xPqJLL0W>yjtjRB5)D&!Y(M9CoOEi5Nj zy^0}cguOPN$Rhd+Z{ka5iOj)Oyqt)+z%zFBgVf@=_gCa|;*BoTK&!ale|dn!4U|=x zMh03_SozCQuUpGWMoDBiF>vs7R2g}?Li9;R(NOSSwncsaV%>dypJXSQI&jOw9MML+@XlCxuYDicdH?;xW&?8b`GrdEk z1joHLZj>p8(9p_+5PP+%jr}<4pL&t|o5ce%tir@m#xXK015tkNaclvMdlu|~nbVrnW7hXwU@dG5z zp+-82bef6HJbsA1tNJ2`Edm-(>ZW*LF#hmNt6^CqR~zGJ*2@)pZY++U=$da-+K^z&Ol=Bt{T|`?S9=BL|ye8cgN#nYvpW6a*sjb_f zXKBsB5|W$#JwvCa^)(;;!8!VIwxLWxm~7LpjPTkgZYdUQ6UEY=T?mmTX`eD;67^BN zWg76@h2JMZEYr_XI^jtDCsxUxb_6XFMvy;9NATQUdw;9bHY0X69qWPI`G<_io5Xqf zuyH5ikX2N;A{qP(dz$ksos$MOw6>E~q<_JWlC47U+X7c9Jm(a7g;6&UR95C;O}0i4-u|8(4yr;O+*LpEc#sGg6h7gG?`3v+wj-S+k|szBgoh%Py; zv}c?Yi zUjMCgt)xL`3|$<-jPNz0i$-O-gi}3>&$9Q4vIrjbsuhSb+pXBWa6RG-rljDU}&_fpJqxW=RP_gm6_z4#@3FCZ9$}MZYFD zb)jl+4Jvd81=vM05S|IjrdAiGkkL=lL29UEB7~cKh|g2w@h`On2Trdue z9ta>5?hxA-Yb3}AwlzF-ghw0yC}lWkG=6nQ?FuUNp%AiJ4uYpLHE&+SEg#lyq%pGwymGiBt^I^?5u||RZc5UAa-aB@6}YU!bwnSRl#r1bYKwDeI4Y(c z%>DUefAm(W=R6mBC*-HdEz zoon~33Xd>u?qPoyCrUu3l+Mxbo13TOs1Sr012zl^VnXmOgqt3gPgxB{t=yRu%3Vc= z@WG-$r=7at+kxy0s<6{(srT26W@aO<+YV*NtHDIfwWm`MOSC<196>@6E z4-sWu%Sz@(EyGF)P|eHBN>Fa#XrnUy&gh`>{0f4~EceaZ1B}Z1RSb8s-jWYWY;aBu z0QzTCRtY~n*+lbjC=C=NvQ8r5E{pewE|CIV%tSUGWyD=SSR&98wacZ zoGQ{7Zkp~f(5lk9tZO|ctUbTAP&x%B1KL-WHhC`UUja9Gcj-ZD6{`i-sR%nvJgAyp zXYPbE+gSqUaH-+XwnHiL+bKFyE5~z7LmwnUg5_Z`;ZB5$co=S8QzEM1{B#M=If_V- z@8EpVBWa*fPT-fk7C0&%l%lE{xv$2Yr3@%eA@VoBSz;@hj1D5Z$yLw}I>SvwyLD{_ z+6Kll0_5?YPQ7NHs6w^`l0}mpGx`P1%{&+o3pVBtwK^kX^OVgH@j2B2x_NZno3%J^ zNwQELfeF-7-c^m8o)JzyOQNAJ!wBJK=!z8vXKHC;0ltKS&m}3!SX;E~x3|@Qg%m(r$9C0aMqDZT#!53q za&O;bL|S2nhCeEsL2aH*&IlyGfArHt;+_Ah|h=Up>OjQ)$6F$z`-*!tPPwg^+cZ` zlx6h?8d4}VKcvs<1~e0_nxD9U<}R-OkPK#&k^PQ6yqsA^2*|y)x_bYCl@WYi*QGPd zNP_1kh+NXGu*U1Q>$9$L#ez)8B&9NO5fgW?Ns;|cMIyR_#k>paTS{p{7WCEe!X^XD z^J8oTNIF})o@E|_Z&pjgu43bv8W-9LS3#VteukC zy``HJ+>BW;-Sl@UxG%k--F?gzcZ+qsWMQk}+agq0cCI zi}Kj9d$R8zJwSossjVdOZc%|{+uO|A(@Ev#fp!VYy>lO)`ywHN3f&>J_-)iY+_pM7 zV+O_rSa&@lQ0@xd67s)oB5f=~kg9dwH@MB$vRf9!O|24WdK|bwvF!Ac!7Po;fukn) zB0x9ASo3LU_^Vlc_f8~m69P&wT zw9la-vZb0aI5F^0+IT^d_HJ&K{{aCGWhbycr{$-5D{shT+%3A};#^8D`UQW}?{C;k zn3!88?JxLADS5KNOifj6<_giT6GlsW7jVkvF8`7pnVeBPC6n3Y$B~IZPSlTl_-x0EUw zrdTjr5@blk1^Sj67!l0$MMY372>i962-+);=dPN9>G~@Y!}Ih9()1ge4Rn}I=d2() zXjAy$8Nb5$bH9|zA)}JDKeo7xg;EN${IOhvwkkw2@j*(Ybc0%fQ$n}so6Vi}a0K_) z9v}WUL)>I44;jy>2wezG2s#2|WPn=%SgHSpsnh=;-%L|Zemu!`s^ughauQcJnG;A2 zq+pmClFVc5%#ftG)e(V);lZdgO&e&K_>iuIgEKS(r~5CheGGgxQaQ8s6DORyoK0C>(Sc-SiO znLM)<(~=F!nSBI;cKZ9AxE%jAN~6JENwE@Ww%}ouy2W(w`mcE$$W*!ic$LgA)ICG| z0tO(kQ6~eh%Z6gQ2_l z)uTO%SOt`cUY-EK*2`}DIrc{*I+=B=ocm^;P=e!b`LBw<{q^VKN1)>xC4F3X0aUBO zgTEcGBk?vtn=m;9?XB{IUObBGblLYcg&&~UUu&C}q3KKJ7#RQ;dy`8zSPJ}`B-9t;;s{|Wy!p?0o;_}v?u7RSD5}~=4vcS#gX%r|0^Y^ z<2n2b#fKSsXBkfqBjn_dyD2&C-^<}HvP(CX#j*WU93klcN(s)(fa2Po@=JMJ-E=c^ zt)ojI#Yn}cgzDZ~mU;zJ%7+rFt+KQtqYS8%K>6WTRhL>Znc?=PGh?On6$U$~ER#fE zofoF98=yfwAKxq`19wM#p1LbI9U_Y%8Pm^Tl5FERV(DdeYq>r~xlc`BR)+@l+JfZI%*?6*ye`6dpLAZ(U zpRQ<-zv);$VUgh$BZK9T|<{KkLCaxi?cjhv0-nC+MH|7JXVu{YG(%eqB! z6L6UlX0dYTvFru%1Bx24-O4ED3?adBGY=>V(*M6Qz-Ina?6n(93JH&3Z*YGB!!gel`N-Mg#nNR`5=Rf=^_(ikc?_sM{19b%{I z(xatu`Mxq7)hNsHnDBtbFY)Nx5QKbPWqyz*6W+KX-sp0!3OoCm)29iMDFp`A1G^A- zNy;A~G8^tozAo8h%Q_s*CXXS^b z#{3+H$|a)=2G=vN-2CYcO&LAmuv8EWuAlKCbjee%8z>(IV_ADs0~NsC1#w!-wt1^O zP>_4d?T>@Ay+wQShK4A`ch}Y;wE{aYooiuYV%AUgHtUyu=eUW zSYU1n%)L5JEtpTrJYfre(K_sHKZiaIMM+ZD{^JdeS}h?xYkQ>?)JbdD-l1IF*apR) zYfQV0OYc;pRUxA6RAvqi7fN%@4lpa+Z))Z&1$UD!hv7YwltKJuT1IL1059t|yMH-C zu}03vZN{fTXhgVA=jcB|YY7?;I^uOUH<`p{@z4KU{6>HM8?uC^_>2BvbElHpuz@?< zy2_a_o*N02Ko@xRD1U?4Mf$}M3D6s#gH-~mgapRT(^>zK!ur4k>exBZD(j5QX(>2X z?sQ*OUqO2;cNvrb%9?WvW)=|ut+x-zTWn^nfu&#W6G5oVo=2vs%6&I^+faFzt$;?-Ep7kkwI@k_MCe;-UOkr*uh$T3fe8NqY)eJtNG(0VTt!RcT6D^iA zsLGJ;>vaheh}0n*ptMwb$&70-bQ*$EXKmOr#ZZSfE%|jzovr@XGaSAQ#vG> zFu|$^WgMV;=SNg;ATjc4p-4AC;p3Y(!N)f`Gw4_iV4jc5%>FkxBS3T{%b1z5%vwr@ z!m^NJQ3l$8TrA;^8Kn(rB82d_uSxjZr0*7MEa3_2u@B=mUCrDXhOXXSxEm=dh&!+U zLccB&JYKEzY>;b4QPhJAgnL{53*cJ>ywh!m!U|jPB3|*|CIxLX}Yae7-Yu)|g3p31_(2JD4FHU5Sk(;u3l~@#? zoUS=+I)<^#m1|(^%Y{VLt8kJ`*6SAFCkf7Gi2=FuLdL`1ww<$#uPt830f7PH$QV5L z*?oFeMH**W^KVJXV?@CZhy4M$d^UtOCXLs@iy;*E~?u^9u&fT@*~b= z^hgJG>Xmb*rz^iLZp_RDhmxQyd8605{caqhUw_Yh~- zZR1IX@zb5dmv9=HE@h@BPXz*fV$qBXASmfl(`~=eC_?9jgoZk09?M;Lq_B|kw?M-h zz?qOQHGrXLN16N%kcQ1s~}#XOmalSBioFf*G!K^j$oN2f$b$E7F(WDktE*ICisvu?4;4rytqpE%8k7 zrjB{1k6;T;l$FDElSl|o_e~GjfeL{qHX!D>U&XB)Eq%y-i<02uy4$S%29}vZ>C}%0 zc9-c@F>MSunJYDLb3-9gZmOG8gCcMWG@ciMb+ZX4K^I=p=6LA4{hYG!mG+H{MCha_ zM2Uk0&|SJ0(al^?h%^0Aum4)s`Ed5Rr~!7LEO}}u5{x|#8u^Rw3g~2H1VtH6{~hV% zC@cDD;P1;fBr7$*?$;ImzWlC0P8H<+>gAA!PXd>hHzxS3kQ}h2O7~-}V6UtW>a*QY%UI=o6;?>%SMHU;pert}y!b zcZfH51s4zuGnkOxb(a~(Z~k8FeS@;g752XQ4z?9CgmL(I$|3eOuMW4#bx?W@n6b7` zP$!D!&M$dfEYy!8F=Pco+2hf$wS^0fF3b>FGFG=YxSm$Tk~V{ojKP=mI!wFpwEc4B z?e850Y{8W0LjoSyVH>gs@{AMsq;V;sx+_cm6E5E1X<@8jeEEq%I;S?GNLpeX8?k9% z@+nMdfJ&fl8s1H!;!SW`TOVpuNhn2|@V4rId<6w(cxjN&N&&09uw%6X?`{U4YddIs zKU>6M+?LTDfe^;57@d7vuE4t4z>!h{A90xnp9sk_Po^28vu}_!!0z(0z96A75o+Kj zim<44I=Zw_I@g-aXBXizs+;+qw+}v1GaVy5?9d_>kVT4ALG4OEyYP&KcOS5;i>x_M zx%iYW(LYO<`+GWYROcedAL5B1=v{jxZ*b62u#$Y&Lc;^ne;I@t_o#><_Ea%^pC}ab z75`x8;ILH_aN8j2LSbsy)33byF;H-~h)eyp;K9ZL-O~r7H}yL|t*s<0QhGRTa9U8L z5_|X7&>qXu|a8~!4nb8w-E?ZNVM*wMf7F_qKfP0)`XU|zM^a%_7Aud5&fwHZj3m1&13+8TXUt6dTGB~EOLu^Se z%qqSnCBb{3HP!y}WdD?6m&UOPC3pJ|o*xdDNqH(zRAS)w8oc#k8xlSFSgExJ?H;cW zQKq<93;T}|g!MCbAVa{t`$VXFRgU{X2!$$45{GC-1XmKh#6V4lbQPc7iYTMHnJ4-z zulSzn7@5@fonf1)aRr@SCdZ+>>+72PUnDGb3cVj@vfRAt8G3Z)Nvy|qSIdkAAJNr> zEqeGQTZ5UkjJxuL-3PhuBcz+9du{&6j|&OTe4vkO#r@tvA6JvsTiW0{Q!z?QGDUO~ z8woxL&uOFjoY$Faxf41aQfRviX`=041$ywp;SPr+g%lG$W`m_hLZ6;l46-ELyH8UN zROuu}L9~r1*hWoox=%5JarTo^1=d~t5tP`hl>r%265D?v3HfyxIBs>=A0m>kkNnEf zRH$&);QfW7mSiSR!+jLkjC@2hBJlhc(5)T$`S`gcl0&$V?}UfE+#1#rL_;eZv90)v z(gb9pL;>7QeoJ@1JKP@hP!AjlUis38rju631ku84 zJGyrx)y(D>rw=YHzsRMGd@kCw9kzJcjVX<8%>UK1bSV6?-06Dn$zN2+_!QKsJmuyps+h#mUl&^5$H7h=E42nEME=s`w6ql8kWl8H8| zi^SqyDUO@fTuEtY$#nlEy(2|d!vPYm*s0AN9D-LKHkr?@?uWs`A&^QxD4s9@jP_N$ z;d;q8P83T9vFBLbrQ~k);O;jX>LTqZ&Lt(UNlADozN{Fu!?mgd zlUd+V5QUD6N(~;8HA%vdO%%sPBDGCg-BWOvU@v>t9ny`oS>TOmRt#i|=dNHMi}+kz zgFAc)zZ-T(M~F2rL^DBMVcyFUkU+WHxTvATBV=BJwBJI>=YlV=)?gjjXd{S*GJ->8 z$oiJ9fsE&+0Z%Ea`|aDY7I;gj*p{cwSgCd7VuNm@z!B` zX#1T}PjOvT-wQB~`R_>K)QCMn@7FM1kDo8kTxGhUbaU=8j$Jr?A4APc+xf^TJ{Gu=V-f zukIRo%(V|CECQnevvA1v9R zirBHwd9e8S9fEvu4~W-;SjK9U29d_Y&J(U-M$kdt#Uc(hu38~7B0A>CAn!I=NRiG2 zRV<|Ievo&ul4x^=2MA6BWM+tmcS21GLeP{qg%DKb0%CTN1q-w`C{QpaWfw(*iMxws z>Gy%Vcd;y%;ei-HCp0*=Ye*)x&9EH9Bj_TKo0GAk12on= z$#n)J+h=Ozg~Dg84c|4K&-vv>hFENlODry>yLJIL;SE;sucd2P!qXc#&A`~rp2CTc z&FsRIfnBIu)BU^m9vh9(fFKau*Ph_L$KN6ArmvGFGM35PROZ6UF$zj>N=^~)dnX<) z5Zo=Hj^XkE;UmH!mNYSq^yo`b#&@kly+>0$Q6~4$QhG4zhQ5 zZ{LmB{our^5(w@O(g{+P`aB&Ay1%(|%)MFQCwcKSKm2gI1<4137(#a+g6?vM5?{~} z3J1e%afRo1ZV|!ZT9tmMD_x@D`|a?aUHKnA0|1c0-@~$lY*WQQpMtq)k>ynHpOh*9 zWK+BksbM|VzjLlerOiyNTF-bEgwG6hZv~P#j$0LPU{&i41eyd<3<*aT`V9<_WBb$ zbaMtjw5quQU1(-6LJy&s<+w!Y2|#Oooz6_&;hB?sVvU?SB(0hNfcu77`~)VB*Y~WF zo^^IRZ?M~u!l0~xD@Pj=xf7M%8Hq;J7#*$n2}NCQu9Y&s@L2Ft+e2QWV4Bm4)mngG1@icjBV-*@|m zNVWwhOt{F)wb6ru8TsMF$ckju0I2UWc&J({xM-r;%nxGu*dAMBvK~3PdLTRN0RY@9 znnrxWO5Mjx38J;xfjO}sl@TjhOV3Pk#@iHO0w%mcrGCIilqSV&Wr$O55`qo`>h z7_bn4PbHo}EPRE{e&S%~7{%@@%ibm&rMWk*`nsfm>L!+iOkVhQQW6Eii4G@J{qj;_ zu$*U5#_4ko1}HcAOi(i}{2(Ibe^r$vyv8$F-(5pbk!)q43ox1UqfxwIp&J_`@2Lni5h$)a(!w z=`Ru#BQR*LTtF$s0r~m+u%2S4=SA%V@q}Jx8TC+Sp|B*FxnxMjlE9`-c(68*yq|xH z*J0HAE4aj zWkDrDd$HTw5XZxqFdUJ3g>!krW1pbtaoo+|O+ifNVQ2fu%(9I1kZu(yO|6;a#2#Sj za`Skmb3AuR!)&myIzFjCvG^>Hwz%umSWG`7l7m7=B65V{t}L+-WpD%IilzH=FlojP zkgOnh_hTEQ249iB9(fdmR*d5&m+()T!bMI(!3!6p4({vgUc<^7q|g>zRZ4Pa zzjbhoibeaa`_}$UT#ZG3DRq~7Iu@;p{QcXHiTsq1_oV5v&`exnwMVq?>$LG0BPd+v z%D83FOaNp*CbCwWC2o`gDZ^Mq1~OY)Aq{-wFuj=vjJA;K>lhcFtGMA-nDRlxu^uF-+H=$^9d$JsXz&LWdOP>*>4R4j)-Ao+tRY0X;t7Fu0YZ;(L za%Uo~Hjcxn=P2cQHnW%rt@LLAN--!D42b*eX$SjyM|I9zsXD<0Pz?o_VpW=;sUq7& zF0?>3fVj&m9e$!jX;Q+sn663sH)Iu7#wKN#GDECk)j<%k>IMB{5TY09Ft9Gi7ab?mHM;EgC*O1$#r5f}xlQ1x-_|z|9q~*A57XM4m#MB{Ct+eg%bqb5Su0 z0z*f_cyZgxuo&Q{@}mQKG|m2B#NF#jEoN+uCnX@XdDN$fr`y{{oNQL-mQ`IP3544C zPA#DW-T@6aN2E(2-t1Q}JWqHMbVW%yYA1_ zhw%D#`o4A~(t04HDTWo8xf^Oa+f~|>nK7QbkXMZ6Da5Yh$4loWORvt}RyBDZ$)|9o zL)XCj6KISRN{uQE7J_sWre>140_CoFPdXk-9^uv7UdG=OQK%y?v)Enp1g2(UYdm@r z5F@93i|9VbZD+`kN~S(}`;ReCo-4^?M2+Hgv@+EiZ2XU^!G zQ7(*rW;BFsH8vTDAd9$*?k3f7V!sql8j-)@rtjER7j**gx_?;D>PPMhr-QhmXI0?t zSKPH{Om|4%Nc7OWic`%+F9O6Vj|fz7<-);W8^xsf8H1UjMAB6GxePpNkK4eN=h^(+ z%#QHfkLq(2Xr_^1iv z!&(tlDK3dQxMek^uc7!oy13Ti21C?e?s{`}zh-ea6A=p41*#tj9+ z+##5o{@scpn0PZCIhE9RmV|W=DFi|TA1DTu0x%+X-s6nIeWgnj65OGOT3(QjdHaDi zT{2n|-aXZ(2cdOf3~gqL=B|m4xiwEdX4oLO?2|JmrehOE3bK=Rad4%Fj;AR3d`lt0O2NWqv^c2Jwqc;p@&G9%gPFA%z(#;aZiI zu;(iY7NFc$&j>hU;0%}gWJ`2ojf?!3knW=F#02L z9+oHxZLDHtvE1(|ff;lteXWyw5B_cFkzBLhCl&h10pE=n@(Gd77cbqYD0TWw;m-_( zw|>a;v3q}vy+lFjnPsz1r(M{-Yc8aj>TAuD+VuAzbp}P4t zh_)23&ts*LV7-o=1{d7IMJ#twxL~%6F`+p?raa34&3JS-XcNaTQ5O^gtzC}Uk~Zw zH^6`mO6`^eO&h>u#J>0(AU4NfZeHBo{rx0T(-D+TWeYyP}4s4KI zqAL`8?8J!!P(E)nqO|hsF(XTftt_xW?q-Gqsxr7h2P=Q0Zy8-93r0Vu5+K~C%bhpK zB1m3vT(fZg9d(Gab#NX8Rmx<4N81=qUn{L6pfY=8+IrK#l96gPj9%p>P;gOt*&q zj_8)Ll#%C%l7B}L!zUby6_X_Z?qzY%hnfbC7xZzx#viJ6X^J~r7zj^r*b z>wP%pfWa{ZQ{e~QeQ$l4IZxb7j3yZnkx|l;rfX_EP4+e*Nx~$$ftR%8OyLIsrV|N4 z2+i(rGnE93Cm2kQ*v~j^S=pD9o3OuU8joNN3Rsg(nN%^BNmYUX~>wxZ9e2h!eLVkdS7O zj>PZ;L2|d?A%*WJKP&htrAk`wI^Kh0_u0e}0!O_h+=*R3eX4*OfgxPjzw;(f7ym^c zzth;Ucya4OYZn3hmU6;+Q+0_m5QeAxj)B}b`PB%RoKV2knorIs^^`C{W(;JiO~V=- zq_&ani-6qNGX56tHdy+wP;ld*)=g|k)Ht?OU4s-MDS<2#i3wwY{No7at88Y88YfMA zQyEayCIaUemor}(ZBpYrzgyMVRg;g8zd_k{Nnl`tcO;U59JZTLDS% zGhcUAx1}&@36f)KaA!$j)b!esHdU(92R9>24Hh1CZ1ZrPK+NDzLYg6A_W{y<@l^7h z@V>3|-~$fbCh`3QF-S*!YrrJ-&wTI|2RD!8<4`=TJ-T7Sk#qqOk|j$av2&@iDO(B= z7MX?qpOtpP7&yJNxpzPgVLQ*Y^lQOMWWZFIFZFlH*-zKgoDB{~I5Vp?Mo4KvM2O2+ z?ivhVHtT7GKtGZ=9+qRcd*4>-g&JfJcgWz+6}iEJBA*9#tPZZi*@le-xr->msM3j2 zqs&9KKcgBNt4K(a(>2LB%Qef<+iQnT(6*L1Y;_8LnU`?$n_D zlf)lsRTOwzy=~SISq6}?m$2N_ihdVUoj^WF947dPj>m{*UK0vWM;wJJ>-&6aPo@dZ8^w&jgr+=I2sR1vAVaiZAv(_$|aQj4_F5eI+O*#bm{lQ zZ+ZQ%dH67vSGX-w7rf!<)k*)?7HXbz0IvZ}oJ@6`>dh#^xGVk}DVNUJzE=A90B=uP zFeG6c74DW2^nyiq@Af^JNdv(cwdnuzd25dk?|(6b?Ur1DxIBE{3EjW@Ein0~yv4}$=*hDg^LCA1~+2*tD*zVYb2F<&J z$Jsvf&Nq^`VUDwsWiR=T7PD{3+L!0e$>ISzOWu8YfX*Qa@O{!d8Cq<#!B)(Ged*Mk zHXhu6MlyH*8+vf>pTfdMzG0H(ux;T_S4IfeO5jFW(!G} zj1mDr2V?l%l&St-*d$iu4<>^ZgxLSU@4|)WPl;29PUcp38^ssJ7hM8FO%=g^MXz-1 zMG>|wp^acN97hV7E^FP3(^-ZJ<06=NPa|>5u<_uPlwZNp0UxYkB{{Kac}~;SI_A(a zS|X5fq`sv?*EPGM@yM#UggD_?(uvTE{9s!+?S)Z$ICnD-1)w7-Ldn2=|2GW%hW?xl zBv`oN>MQov)VL0*oc|K2yP?cbIhfVkI&=oMpl5}yh`0|UrvanmgynV~6v|yx%CV7s z8F!YrqVPee`qP+dy(3OB1iK2A-meiYjz^9A@JmGZn5CVt4)a;hZ&StlM<{L#Z{+Bf z>0q~g%+hrpUssJQagnF$Ltg$x0A#!$#$CsR`Kn=^{dXueYlSzl^ZA_k@8R0-z0bSP zXLLn!f5ce~H%mtYm|UI;jJ}X{CRDcNQ9^qmfwO-eU%qBY=;r*cgHqt;PK6SlYms+~ zevr+u@ip_+SJ)mTk@LX2So2o2V_ZRz1nkc5*WV4+w>q5zglZlfn~6?1kX5Zx8xd%a zMh7KA!__*_bZ4BPm>78Rs%}sd^Pp6GYo%k5%jv9;{Or z(An$KSz5}dd{e!A6Yljy_ezlNqJ9;#>%Q~=`^6z8YJqCOgPkqhVYfQl@H$aaE7mmh zkjFc4t&(pyV%`UlL)y<$@3PQ4c$W{33yb=yjHUmnQK?3p+Cj+cC&ZiI|0h*5qFxbs-`tln4a(6Mvav z6iH%mxrQ!Z!Uz&9bMIH7SDy0V0)(#mKezldH=O&)g0kbRanO`Ua=x|lmb^GcT-fT| ziyvOiFE7n_do9-Cw|sXzo`7 zB|#k3)oanVfB~Z>9kxEmr(93rxF_K$vDN$c(W_e8LzE(hHleHA$M2O?rB5y$nMC>+P~13sd*TIfmgs;rb_q5#&J@a>B|3}> z3C2)*hg_Bl4=ya7MD@jrlX!Ov=^Zbv0L>>arZX=?g2-ha^_nF7hk7W3%Zs{`B|cVPJ-{;9u@4`qi;9kYQ! zWIa^^s>Yj8dXj=H*1(C~G^mOSLV{!tZAwNN9FwVGjSrbJKQhIHs^Blow8>9OVR4CD zHXjz}`J#@27zX|${wMh^>6QH+v_=*p<8-7t#qmg+F;tP8r zP>G583sCL`a&w^?AEIzP6;3o4Ssze-|lK1EXV5 zn$hh;%E5~a>|1pkiyn~A&IFo`JQ!+|4X^nUmf{5++vL(ql}TT4++U>R1u_*b9j0q zdOpr7me+*KebhKT7~&c1C_^mQub92wL~QSEAT$THW%4r2hTZeSO)S4wZOq&VWcMrX z6O+yY>AdnXv1Afy6;S@Lg}}1`Vg&4VnK%sl?ufR6c^f~lDnh!O=trCD3P=Npf{;TO zz8L%iWq>>PTZq#;koYK^JLnTa-@8RGeT@?I0w|I(65V}1?J4uY3#PWG4&&2PM;|X1 z`e^x-ke;A^d@m}ygjb-Z|0^av+d+!ayK*8@R>OYZFtPzsM@D9!4r zvAqh6ody(|GMMhdGG-$h?qp7#iwzs9iC~B1gMcc?6=Y?2Jd>m~;IF~}zEos>D@>`VBvv0+k}5a;F$qLV*oGeX={ zbRsx+J_L~RD!Qx^f!kV?oJJIK;ptuCYBDJfF`m1Cx2XXga(Gjz?$FVz)$hG;A#V$^ zYuMYz8duu_WOYj!)%{ji3?j2>$DoAsP|Bd3dCHU-6g`_TJ+mvf&WWjNqvr0wU>Qdr zkRm8UiS{i|ZCt70`BLA$%&KF}R}u3_D)u*&fDfAK;6Yx9O6y-P}Vhg z8Vr&A_qdflw9IX4h!inH7c^B3Piv76`5)uOe?mUwpw*oSrYF|IW@o3jiwd5W2~AB; z1Lz)#tdoGpf1!{p{9mL1m`{zEkxxJePDrfXl;3pb@Ii*0GE7uB`e#7I-c`^20Rpj+}KQv z3qDU0vHjjY4(XfZRWWl~=L82ED;jT}*82ql(xick)Q=P!aw=_UqtW-eiP`&(_K)5ssK#PU#MgQZl1o9YiQqrr_U zU)pCcfpT;fh$$yFT0ic*U6@54N&Y>y^PILmhvNlsQ->|#U3B7k1Jzn^ohHs+={}TU z-KU`|uYK%)Hj@*D6i=W_eWaSj?LBg4TL*p(E9?m6Bsf{Y9@I%-NDSycN2vJbj(RM< zqj$SFsgpKlg6P9V{t7Nzgp-gk+N=14LCgn=J3}1FL?*^`znRWv=I63@Ub5Wxg@UY= zFnTkF-W(z?aCsw2+@1J&p(e220v~c1TwyXQ-*2-lfbm-t3XfV01FR3T`0BU??G1*- zLc;tA+0Qc0dwZ2HY7_ibWjN$w5g}Ul-OxF)HrV7+OR_ay3~f^ zy5A^KJTLW1$CJiCpDJ;z5E2w}oZ|RHTDigjv@qOC59hi&L+)#t2QAKGhYo*U{=lsq#?#z8NkPpT*l7Ou4Y9LO_k8toZR&k{=Ty58i&?R8UV zkrX~fvgCozyzU3oH40VykQaf{#eMPW$YER*dNTQ5~yXd(N|n|;cb z^5N{I_JOj+a=)f=W{XJ3+y5HRaeqdL9*urFPy@dwr3(^5jv|g5)P6( zocBdhT#K?Lfc-~ZJT}8D5O~H06W?u18oWT2_md;!!|NYcs-GJBNt~&3P=La5+JA!@ z3tkD}nlRQr=dlD~sv&yWrZlUgWSbt-OcPpyT5_>FZg+Oqg;!V0~EFEy@4^^8Em$Z z_9V6$Ys`Z=?G&Kggs+SwXH90tI12c2-4y8F!Zkrc*j4_}7zJVvch)1lYw+Mm$6BYq z=GB!c?;2}>xj5dea*8# zA#3AyJ@bp6XkQI~LDow;dErU_o}G&t4uAks>_d#{F1!Q<&}IsteLXZo8htMOSwX$d z-L?+7NZq31O(j!_dJv5smw?!bPj~b&rn|5P3K8uIj2@1YQ}(%7OlaWa!F=yc zS-7+EJJ@*HB^0q&1ZW(XY*1k8FmAp9l5~y1$)+zEtje!(ZGpCw=FQVHK-O%(Kz~z{ zD;`aa>xvQ$#et*5>oH_X!H*~{F;2X!NSGe>BT_&{X*HpzIBsIiBWB&fKteDtOYh)x zz>bBaZN*neHS|_-fSfol#>*ok%WsixY6oyaMCm}G{7t+6+Yagu_#C ztN#+`J2g2JK*v~wvs&<${=BvKmOj$^Z;6>RYovzrRFMjV%ed}0&jOJw>?rKQK@O2F zT`2O>xk!j~aZ@SDHEg{Diqy}$W1!r{RY8v>IVV}=#;GCCzFC2$VnsCdD+u*C6eFH7 z;YscQt}Mg#8W-5TFu)kZ{ray6JEAwh-jW2cuYIbtylNuCy+P%2sxel^GV~)X^8)Px zov*}NGXtz~vJXeN{4Ov?gN~S8SzTXRo_#*|1C0t(I5^xyl7&jC`4ED9W-Ot(^Q&}N zBnm90Sg|;m9^vp4I>N$Eu5QR4XEc-*;cR(`gm-zF|3xTu{7di5IK2cDCl^6 zlW~NP2M1fv(68V#Gt*Z?K5-w(SDv~gJczr+B!Z`H6<3_uzyJ9!T%B@aj4@BG!fBnb zHFFK9PHTgbc3EG+i3{055UPWEf;$v&@aD)a#)Q82H^xyi|4J~QXZoqq$d)_}W-h!C z@Xs6OChS5?1(I|?Ant@u!e7Bb6cj#XbASXq#zuFgc>ab*e{><=r`)UYUY1zxMZaMs zmiug#No2^qj60_lPa+dznEG&|s$HvnU;|MSrfHpiFrNEWWnaETkjBf=B*nO^P-Xhv;hBc3FK#m zd~AK4@x8Ok?e6fdR5J*7WM3;YD7Oe38suMjfhS}T*16oLPU8EPWGpQ0c;9Hen`6Zsb5+LzOnqL9> zI~cBm8*7ak54Aj)DC#6|>U2FReG0dcaW87@{1v?jQ1)yvPCu;`ap(qOsq zRr+^qdY?H&;AqiDkXY=2j-DH(x%=WpA30*_eS5~fGhW{`Uy`J6l~?#xA!lj=SWQzS zc1A#CPJIswi0l*SWU){Ay3$6zK+bvSlk!;VHTY~07UjYQ`fcoxo>=2l zP%0Z;<4Qr>%BW)`dhqC%3cH2Y=m9sWnTv>=k%(sv# zzNv0Pir-TY5sxVz5n11r){bs9 zI%CN3x*KY`#%xO*L}iWT@gD{R8xj2_-iR*w${CPE90DsM_G-8g;@TS(Xr%|64-@khWS^^Z2>bXmm7*gcckU%8arpN?|38|iNg)#+%fu|KGg)Oq0m{C+0VRt5 zMkx{Klwurm!fsZ$J2*|yd$Db#&((ohKzBv$*laqYYJ)ks}-Jc9E6GIGywP8e6 zq1@SN{RlEsJjDJ+7t6hWj4UX2`%awW0>Ph z7flBa-&@U=(4&Pu#B-#bAT)P-bU)auh^)wm*_?QOz!aPfHc`|W12tT!qnNN{`gnxR zC+K|5M1bxyA3GtB0y%JECZ`9sWW*K@cjE^#-F+^fT>>P|&~?z-;>@;C^MEH4UuA#?$5_Lv`u z4RHiN0AwOdSvWF9c5Eadh`|&O2ce668PJ6$Q)hyxC38V6t%8}6RdK?su zWDY`8&Cpk^ql0WZck#$D`L~>-+ORWm_8LXlgSk%;AH%bXn1?F*YzyGN0h*MIMC*92 zB}i4aKn&<^@EIRIte<;SA&9f|likQ?&s!`>u?Gh`CU2xxuoB^HffGfYXdFX1Z1CUs zOs%?!=6g1^!%j|mGM2eI+ZONH6jkv~Pja;0b3FIeG=*CD0PX=LB_LlXGsw4!9iCyE zAd8>E2CM;}IQ;~c(BTKSHqeNX&)0WJ5Z!NQ6g|XNd+pCoigqI7>|dpM4^yh7qhJ*P>; z-8(F~2FkW5m?c1W@flezG!se#!)8T~-*zPLH=J^IQPh#h3fczGO@cIR6MCaTZoho4 z@z%DxhbyUV`$Du1$34-=GKjF;7tcI!_I$SohC?wf^{{SWL8Ar$Ui_e%A_mWj37V^Y zw2PHku-_XirWnv&hh`@D+;-;^I&%Q0SxmfWZleZjZ9P>=F`&6yD(2__Hdk;!k4sGZ zjHhjLFVtZ>$yL>A-|Fm&cL1NPcYybwEmRJMTtmea1T2vhCakWZL}O4l_ALG<=GPAr zl@?+ZoA49_dOqG(-G4Mo0D%Ju%NU>V#7}uiQZ&J=>}`T8w8I%^U!tyvK1e&%3kU38yl!&&Nm5GPTft5v@MPS_3S&oon zonTXD@#!)=dv9&-v{`=52QPSKAB8z3N09x{6D#|5oGn8;0ZYA*NsSM)+m)~D5+OE04!ipYIM*H>;(v1k zI)`&NpL3)xG21UNSZ=VQ+P<77yBjzv?>%ZjZ6d>j9c!H)6nDu29A5WP9OvtR4>{xw zihfu1NVSd#R*yOYbl2sHDjnmw1JPlH)eDiggRL{MLkZJ^ReDdaQcush=`+!0;pW|9 zyW2+$7adXyv}^5*zFjoUF`BzR4Pt=DU4QQ_QWKHugz13ctjn1=g53+jto8U^~$1K z^%UoLSW@t6bm@|pmz_KvrP(I(Z2fGbU;*s|W~6n9!!OKs-2s_((M&6zyFzdLIs-am zk=>EaG8xeIdgK5ZtvFsj9(A1=9!^*Q-MyhU=XY5)$5dJ0&v%h_j6272@B0-(Gva>L z(Jqx%#CCvlm#XbR7Wk;laZI+3IaqRlL|E>;Es@N=5BmF0g_TuHw2O;cf!x(V1^bkq zZJ4DjVmtl?ggw{Rp;+9T0+72Lw(5LiB$57v?4<6t5#~C!SmoRS$BlQl3yYSAL;?9& zw$^yBBP3WW6~4;=hg3EQ85D5x5`-U<7s2~8X`H+*b$x|+a$K4L*YPKnq$UP)7v>^p zkYjU4ouukpiv_jLx~(ATy{-!AE(TXZEoNO8RAT?hjTL{1dTyB=M585Y+uxrU5b(8xXOKjyATKX{_-wWhrqsx!(;`=g6X zAxIL*HF=x70wr^KI+)BW%WU80c!>J?76w{8HCQ#Ch+$`!G%{xT~rQ; zk&sUZ>5Q;OgXd){BcF&rjqy)Fnbiks!cY!c{MZh%_988MmSaHoo7MIPyAXFFV6du) z$1g=^h#nzkYfq?f%;`DSq}&Yyx+$qk6C7*2qnmSvk?~EY&(gW>r+WKlNDdW1`0tSo8C@t@faWd@S_1HD+((L0UNU5Az!q zaotsaWy{p*sXHD|g~zm5&f)hk8H%}FPo*D%Tk6M(rw5L+AtK?;h7Wa2*|M1R-n=0_ z@6ONFU$xY=x%j;g%?G29BxCookLAd!ZrWhDTAI0P z*?K5x_gFYL z;axa!2pda_c(FfNT1wt;1#)L#mmP_phJB>+7x+&&9gO8=9UU}`R*vXC^Dje4Xyn(l zLX{v`>?ahrdUB331Fp00Ri3~0B0zY_=+bb;iyB=jy@&6H6h6qa7N%dbmN3NYaA4S~ z$r0T+Q^$78`YCL%^b6sLp<3qzR>Aii%uOo6SNVLiLf#|Sbj!cWA^j1Have^W6j2cn zqzfd#VYW^Am+*=knsv;o^70Y?I{f@hj9l%7BPXw){iD5&Vg-Sk#&9?|=Z76db7vL= z7b9bP#p?w#t~&N_X6y%cv=~@)G}2< zapQ~l4^x@l$G&@w%2JR6O#`CkGWdM9xBf4FkB@2&M9WEB8nI~E2M+BZ(1nW z-9u_<*ihDwTt^|5`CI^Wx8@k0wx2&|&-=YS7I}Ih2%m)Y zJvQ;e6!F~TUp)ogW&?No{*u%TxQ>D>I&c-oUD9h;>%Qef4T_Exo<=t|LOqnbLJlAP zTnHTC*~AKJ_Y37A8i|eqxrt?*$|0u9f{Y1dU5s2|2c4?KDRuU=lB60m_xTEe`wf6M z9H=Y&b5^PmqYJ##aU-j$>P%!caqK#uNsMhJ^&mfLD#lu>j)p9|ZxzYi^foD%J_voF zgowQL@j=QbYvWvPG2uD~jM7Stu-r8gr&qoV)QV3CwCb zctFSlW0gCA>k#^1D=e60StppM(pOjnMYeAy17)z)38fZjN_`(BKdNxb^r4a3$L7H~ zSQRiz!RmR<3bk8Yod}%bW{ZCl zjQeJmu0-{6cDaMdCZFSx%{aM|#yOqS%IHM^A7_1}lbBV84|PncN;jv4q`Uz1&Vd4| zB!wDur$6QrJJ=YJCRkxG`%o>Iya&ZINfTpa7%ry=rVe4b5ycEAeNPcR63Hk>fYnj1 z)h;pL4`{iMC{+p#+v}AOYWu;QAG*qONDkF(6YC|Om+1QK;}}=zKlwe?P_Cn2e6##8 zgrr|N7-buzfBHLmUT8d0$^KNF(>fZoWVT0G4*7dHtrP)cbiB6sO`z4AbzC#UI4W@1 z`{{9^-xoF44G-`-nbSx6WYwb^LrQNaQVQhfu`2gh6|lRprsRUpJa;H?fD;}N^@jv= z)nP_)k_&L|I=#mC0k5TyHnzQvN^jWe*j|roH6XKv-uwSlHN`K;aQ5Ho*cX^}HcD<4sKiKk z<($vts=QMpk|e(VhhQmX=_pv#2_5BAH-*F@lqR|Y%uV{I3J57;yM!00u@7Zp<(cf;x0c07+#Zc(W$JJF*XEfoPNE5${g)} zzir<&CG>cLT7Ys>RPcjg<6Dk%O0YKf(!|J*=_{y2?7Kun$mszi4B2$y&9f$W!uK(p zS^>{po$&-h{hgnO!~*~x*fayB}O-V5+f`( z_KJbC?}5yF1FNwrMkZ{FoRPW0R*3St{+PyN#UZh%a}`N8D~`DxDemb}+^4j&>M1y* zFS8xQ?oz^ee#*_uV9=tdOS}r;ZNtn}qh(OQbC)=j6FF$6X}9C4qurg?`2h7UY#E`1 zmK;859tK6S5bd=}4D?wiJBMFq+x_0ph;aZF(B%0Wz(l7AxOme|SV}3X9>|?vBfu~+ zmdQaLrW+G#B$E+VA<-LaXBgOYbS;FACbURmNC8Sh_kbEJXWrcgdvK!B8jlB-umKa~ z6v`+kbw3i^8PaMy1@0-5`#o+S z2{YmzCKAF=0rg*VRx4zJ%$ceB=j7v5B=_lzkL6}R6Mx3_E2$p1jEV4hR!Kb^+U#~v z!`v;KECY|@u6XW2QLHseqo2jG#6$O&90mV$N8f3yfH-gKG27Tn2S1~}Z-l` z8gJUyqyuvL#hnP}9W;DToWp%D1jBTp2#ELTen(}#uk7{?!<%Z}111DSH;s7vNmyXR zJD@=BmNH<`ACdhoglRw|Ag18gAk3wwS&f1LshqEi!&4Ef_E5OMjU;%;8`3IQRUzTf z#<1cjO>oSWgok!yUjz=v&}e7Qtx~Y%Mj*b2*VvS@q3R~N#=2LW0zZnVIEc3guu_x? zx^PjOQsFzkkBWz%F!0DtIoR*KzjN>Q;{sVlf^+-;=OVbJ{RQB6nG(}w={Y}m+b!F( z%{d?7Q2tDixe}fC8AEqrpy<)Stx)y zlte)QIEv*774+Z>(*rKFfY<|cVyn_gxiEZrJN7>%tv!bkY2^(}uhoKiIE zpMnVdgiLm80Lk(c=~^Wh!@NxR>pqLiIyQv;!N7XZ5+(}YKHMRIoLI|4wG_%t_>3^f z%G=prS(%r~eGAY0z83eY%t-pG#xVPwE4NQ|Ob7Bj_GrHvns~r};YW=&B{Q@z>~fT2 zX|ZB8`X;gUc`fW)Dgz7-Rju-0WHXwP|N7Cvn?An_2a68jphW=>+8qti8iI}IA>3F9 z4*|txl>P;~y(fpmkAH`E<*2_)4r98Gs;;tGN74B?i2G87>aMIU&yzozh@rwCQs^Vf ziiBYjy@1@RqP5z-jw`xK2nvw8n8t)w*}_RUS;WF&NL{`j-@~}aY}jPaJGdwJPu}Q_ z-LhVxAUijWnH*1^d>mJIU3w%kT+M~1OTqWD1Z~}+*U$r=JzUcb5Hc)_(a2*Wz96U^ zCWbnW5NMIfYFw14)m!&1Z~{LkR)H|<{Yl)WZXfNcX0Xzb*!=t?nd_}0lAFZEEU-VcksXjc?vKlt!Zl9DJ|q;qxDCUzO&(9} z10?QW?r!<-a0C9|^8Ay8k}l@q>d&+}EyxM(3UWstU{(sA*MtoaDzp@9wG`mopAd8N z4sUNj9(lS*FS4&37cH|??u8y-N#Gat=7MitzG6+}=H@1MqWjet18KmI4|mvKfRi7a z#d-R6|3lRA+uSSH6CAk{N~35FS`m~RBS!^HZCu9f`)u)n94^^$xU_QDkeosx^-%uO zHUoN8a4gVeIjrv{<#uD=al!gXgZk0(@r|DaAXzBP8n0M>`&R zP_k(g*~&cS$jH=TFo^rr8t<<8fY->>rE+={!q2*OD$qq58p;u8*IB}It#mFUUba^e{z<@Yo|dE)4B zbJ(Mo#FI2*D!}&cy~WM`TN%4WM3S43=qIBpF$1ZXzP37(efi?m>YuWA-8Kwrs!o06 zeQCs#b4Q2UPiP*jS$}`@kw(i5<^Xsj;rFYx)#t4zv@`PF0TNw2R4AqyOgQw#X{60` zz>4C|t?8d=2xpIus326K;P!*jBcOJItq4P_r6>(GdyUK{tUa~6%CrKKyCU0=cQHjF z`eRI0JudMYO)zf=MMW`HASd2YbqXq`PM45Y4b&>pvRM(`Q^0f+oM2OfbXm_`@V_BX zwI!N3+~~NVXHeG9&sz-RE_gbt3<|k8{|?TYULRNE)=iL*3@>=pLhy40cYPHL{QK|) zr3gFhZ6b(=M3ABlTgB3O2|_xUJZ3QYnE9|NB?-I`^G+qPYlEhleP+UJcf_C`yP;px_Psc&3E1*ODoD3 zU{eC$#wZ}B(%F>o^5`J<2GEpJn91O{F^YzXuNN+fZGbb>Vdo73HVf-9VP`2dwJ!Vs zEAZT<*WQ@PW^y7JV^;nxWtNEUMq-V(JX)XUEr<1`fbY&q&v=3-wLfs-l8enOyBcPR zG#5jm2`0um-ExC=Ya^u8yMbwvyYeaTc^Wt1#`Fg27wOmGq6M` z*BpMmtSOXV6IHKKlLil`Nbb?2i^`0_(E&oz3y*kfTuoQ=BA_|E-l4~Xl#|l~(UJ=V(ecjoZ z#-;z>1_o}3MhljbkR&@=&6D?(X35x~`vP>YR zJ4ufda48>*(0HhIi2CM2w}53#%s{D%sZA*<7V@W=Cl!@Lq}7M#=w=lq)LQNx#0@1| zsCJYJSE5bJndm^4CWO7(&zQR-FUzH^p{hV7qKkQ0`9;3HYoXULxLWsaKQbdu*mmL8 z4{d}hUC;)k)+6|#UgN8O|MUMHuntAImK^nn3@c8#(!~yY40URg$JL>I|Mr83HVs0N z+!_4@LYK6&cGvp4B{u8U zevdpow&+-52UDC1W)4Hv0bkL!EhLx0L%}VMx{Y;B!eY_36`YOHl$KX6v@GE)*ujox zSX)O_%d1Y2+!_4@#zurX2dxM9KU|Ad5E3MJV`+9N1Lk-6gUcCQarojR1jR?~pihTZ>!53`dN%RG_hH^ne>aJhd)7{Fl4$yYLY8n2wNCc26tczz&`f zZ7y#nrgu>Q-RIIQ&&Y#Qn-L(n|K>Y|8CmGOhiNzi3yC6Z$T)*}?(;h!sV63^gZGU4 zEzJu>2egXLJ!!zPqGs{De}ZCmzH?9Tq-q+Ai!MW`gmrke%l9>50_6mu3Y}3N-fhsI z;zp=Q?i=pU!@Ce)xp$;M8IEe^i%B|G&T(=a$-q>>p@&u}He9(Roj`K`yYJEc?q4Z^Yu!9FK$#7;Iufxd4#*8#rvBoo#f;rOng5-A3t%KGg|g z=k0Mu57J1xRrU4Mc=;H-^!np5H12YTOEe#&Cwm$BmytylJ`tMm_Yk^lc5Y#HxvD?k zHqalHbNl$)f4L`~ci&|b}ECI>=r|%VX)~ohg)b`Hr73bSCx z_ypUcw`HC@fzsba$qZkRn>GE9iy3)wD!XuMlKcdcEHej5=7f>0gPk^_v-s%FQ91r% z8G?*WJ8aMu>+9PlMqcI20ZI1fZ|^~hXL|h}?hy8&zj=Z45th{v<_^20&$mK7x~!IX z3$n&HN-evz60T=$T5))Yz}zPX-Oab&Udj(igU&ANLwf<&?2wdWxpVnv4DP!2utjGh zWV7oIVCxr>3MazWw0Xq<3xIl1xvEWCgTbzU5WG=vMIgJLd1hr5H; z-Mg*3b`dobp&UzRGNOY>ip~b2Da@8rk4|x56qVtz@QOKn#<23!G=Gg36*vSLg7r?* zMe99A!y{%QDcB&IODjB$SRt*0wfvIg{a6KX(tX z$C*(k{FB~f`9#@BG){)HcLPTlDVD9XUhJF_49dIDZeQS9(r5C{b zrS0=0s;kQ;aBzb1``qAGyMOl^WL3fi65Gy(yY+P4-EXY3s{rWEkd36Sk7atWw1~sdG#k)meM3j94M*vQa!TWuw6W=~IBR^Ru0OlSp za)cgdbHd922(#RpN$95k?mvD*&Wqj7ZzQ14?6Jfkc^hLoS8r)oaY)hJ8Kn25H#bD@ zrb_F5sK@pej!}qWq{j?)vrUB9C;*n)-Md9$C}O$`aGqeeoTI02tc#B3f5^nH4D6n<6%} zrl*GEKU4$sR_+F)2X-Y*;Ri*Rh_q41jB2haEGC{5c=Wt}Tt*sZNLN(3on}`Q(`1?g=*j*?rUrD2 z-;IlxGBr(&3LPH-y7SRLu%yC)ju=DFcsN~LVP8vxG%H_+Oj3;KF2w%=?O>q`ZB)G4 zvr$_0PIgr~6{I|zI~zWNq~Y_)Ou7m_M}S2w`fFtrk2P3(E!qg79qhhZ?|QLv*cHfb zY96lfBRsacL)$D<11pC02$7`xW23K5rAGmINRP};lk-wu6<8KE-)Sm1E z2Wq&Ic$}yp!`4MUPl6le!=CSMAfk+)s0PO*iA^bFq25J%m7FkC9=32xyGvxef4#No zk4a|0iC0OAFl4|5P}Jh~UVJgQXuk?q@a0al+Ei)9bS3dJ^@F-1(C%X{=0g22Vrcsf z-u%P#qPZAW0J~p4pZ+WLz%0$e59!I1=|c0RS%vIAqDNHJi7J`!;nsE~o>(Rn)cp>{ zKad|TlP|J6xX+*hV*G48&R|;Awf+%u9Tv8a6L(EPgSajWl_C6rD-ZsA>wh_MCloYv z0$gD#=!7|wY;W!#+NTlC&mbekY< zclYUKG~AlF$u(R^yam?wLv}m^={}!h3dlR)pVWoxNl&sk`>+TpHI3;?^VwH4cSb*f zp4sMh+dm(}S52?eTUZHrZfHn1-{vZSk)Cj;(?+Po*BSjaaKw{E&mzy`-IjO$ncmd& zJXS1t0dt?oha%f0?A%am&UQs}XY>>3nMH?-X#4!A`J!Ve_YwaGWX!pa+$#PC)lO^k zb6t$+y_I+!8VXnH%Al2{Atr{W&9{mG=gx+Y7_Mf;H~2qFXVh+uR*i zM6KhjEOd+RnW%aQp0(lH;*z*4m8sqefj6A>3#Ij#(6g}Q)Aw?Vhvz2kJpN#AjKJn01LkMpeGN(2o>x6tnP}ZM49}$$r`THpDikLaQ z)yDk3lX_}-rJs_JJ^schk&|@@U_+PFUYPuLj^mw)t_;sSL|4-o9S zPb#~!j}+&4<>{m0uxfB(sLP1Tpi^a9bhOZNRAg0R>%i zC+zNCar<_H-CfX9_ipBvQqELJB{A&kw)rh(HFojl;SaIh7&R#x46z`uG`1QO1nO8M z##)TADrT{{wO9e1n$TgL(wonibEncN1vXcz#_8!tFu>CzvNw$qYVL0=fU3GRC!4-? z5;Z^B0LcAU{123dS+6?wn5oUztD+fB8nah^QF#g6+!`;UCNF=DQw&dFcM(!peOun# zDOQ4Y7ng-nd{1sRmB9{WdNRV*d{YrH_lbNcZWe zYG^KGissJfr_$hf>pm?`dN2&me<%&^2)P~$`KnJaI6-s2TJfLwLC!LQ%_%~k^5^X0 z{||ZN4RNS+pc))oCrG`QX;sHILUO;P|HV*^YaZVroB0+$Zt@Lo~aZ|2mJQiwD|#S1Y2r z-^3Amh>GLf0~Ct3Y94(VXEc&$QYgDqy|;%{7Lzz}Y}aswQ4 z7Ai7Gnl(fT(+s)hYlxxTNBp1S$TU%rA=P|j0nVKbA3@SsDv}_ywJWdK4C&^UN(t8e zP7;o02gkQNKXq_xB+usLrjN4w^4?$!NjzLADe2}~MbZAp)Gz+aFX;c=8T|@;i5B`j z_9Q-Pg6VX-XY>VvU`enrBFd z0H%k7GNDGE#bJaVgabc3i__T>Ea|ts(6D7H%!?wD}fpE#4UL_ykwX^oV(WIB}jc#3tOgcBkYFB%21Nqkjt4h5%Jz=7qMS1~YdhRpK z-~vXjh2)lqRd=Bm55KYbEKa}+f`Xf?1M%=CcahZHQ)Bx>K)El8?f3-426W5%J&7^6(x_tDsFRf45WVGEHLDV54K>%Qhs>PUWcBf zJAm>jGXQE7i!b&&eF)DWQeKnYvCTO%kPT*-ig|d?9t}>^FWjBpWj5Wz-D%DyGWRkR zG2Qhmh2J^COAsAcigI-C^yCOoF7utDdsTYxx`Uc9R3gMD{L+j#r9PbAvbl$4<7N3C z<*s6@mrX&fj)Op1T%!8B{z~CFHAV999u$d85)_GlG?(cS8+Ha#NYec-oHQilm?kd& zP}!-|TVVGz3CzQLWDoKiy3i@kLE~3ht$y7_b_a`ybV`f_pM)%5)Q;tXahlsO9ZmT1Cq=hq`Hky1{&QO_e%?oEhA zLCKN)Gf3vg22Yag_;@3(_avd3AYr-RJzFJzD@T^Euu!bF4@mKDkhp3#--2N$huyd% zP4%2W#je-<-s4fL|> zw)HIPiT7~g45$Z$T$sq@d{;_pTThtE#1sqrf)B@kM&%lM2V_lhotx~-)(^;*_wG+t z?LFpf9QT{(;&LZ&LU;%$pMDFUU|M$Gv^SA6)7zLG9E*`pP>k?=bCOOp(Y-@D5saJr z(7kk2%4_4Ta-Nx%H+qp?u8(J=RXlmnMCDd@2T7ltlw!~GtV$@8mFim1qx z2TiPoA-#arzyWX%AHZr*G3jj{k&N&@ok0)n52DPM#oj!$d6eoYoa){H$~(~>K7^C+ zCEfBC0p}pV3p|*!) zvZx5#+vRFORcfw~oApFJgMtxGLBXt`HXKfC)vlV2Q1-?;#|3eZ8_jr?ctI0w_UmmrrFCu9fu@_iVi{W|kLi274o?`o zzj&dDavp=;5%wD!xl-?$e|ew*7ZK%(>n?|HZ|C2F)xo}7M>@Ig?mExJ{-I>#GD@_b zeOK_pwiwpu7Rh1N(1JG`3Fq0d{vqic!7~a`rb6s|uYP+E@m8AM$^g2F*F=F-5*#H+ z7>OZ&{C=kxMUz-isBQuPxcu%^6{+)3?(!<`<@huFVn_i(n>CR-kM9toj9XLd&`ty$ z;Fgy|$xd`sS4+|LO_y;%ONZJ2GU!f-yTaKRK z{e$EmM-F-P1Gj}cy)CM-CGIT$tb`xWa<``5BZ1gvyT4Uk{4lX(@_DY5s}ii6dM)3X z5{P4b#~~#>&2ml1bY7bVt*LOU%p~2wC=|+V!TRu}LbGW~VBGf0=PXg&Dn3|Flrc$A zV;FbM-yT1kpJyNI5YdWqavXQw*B0fI9mrgg-$Gk$ zp#H^&lx?e~MNEys+%?h=Il9&%r!iho;>9czg?=lC6mX*_K)5aVr)Nn@**71OUAt2>xYu= ztn)7F_{c3zkB{pviNqKKl=~b{rM!0%;}sqwGHCPYkR>J_a`_Uo*^oVs`;<8Rs=L|m z4SL&$lyIG5D|{_`V)b7_SFXc8!>^h0z3u1W5?Ix8AN(1yiqU_X$*NM2> zQK}C}UZgnXbzwsV9eSMq*4j!5qfm{75PPc1E&#dzSmRR94Er@@CG|x*24C|53)SY@ z2RnKLbcl&4_iLO=qk-=&O8IWPmRMM!YiK0BGBECsul>Jq4TWUitAy=Of#?KLibY`J zr>*|5s+Wn$&_19wKKfo1klgwFAr=YSCHgxFAHt%vqFAh%6VBaX)Cy>BVu|77LTp!v z>Jb-B8A3O4XFrT?3C~^hby*N36xBrg+7GYh=@wbaJH;76F5?HScSpPXcy70$#i?U{CQcw##7bE1G7&FQz(h`g z@&Srm4dG{vc|16V!PFMvEu*<9P)67lD8%d}x|BzH2;Ia}qIkT6_D?v=5Q<1`36#k% z^G{;(SBd<=Ce`|eonBeHFmd*Zx&V;d9whHU8P{ExTHI9I0Cl3s*}FCnhvvt}-OjGv zr4qU<*PH{6qgWpt?j4Ht=7IcCgg@J($T|LwtZJjC6S9>P%Wd(P7Gt@oA87!Qxz79W zUoO_4g0BjczXo>f9I{zNbPkb8KUBjInQ=G>eYhO2rDWXr4(p0)> z8I>^M6TJvf?yLwNPsx-}^2(}IWjqlLnxGYdx$|NXN!{@;gdSxS>TVzN=D5?ru@eE9 zICBK8!VpqIiSZBzxWy6aQfLgy?=p|Z|?x2u};sT$m3Uh$@bS8Yf%7&&c7R)-DIoY=u*nKu59ic6ROnc%_re0It zGYsdVh=+A}tBt-$L;(k>N%Sm&ZV|M*IU9vnloko`DbP2mN+5T zBdDNC??#E9@*p1PLPNb2=2XZkwo*SkqvMaMHPu#%rRcw$`QZn%;u0RYB=-QLm}9d) ztS(Pi$$i6p$KWZIGdfK%TM~!DRPPl^u_p?15tB&RzcomdW;g72F^z_^8?ba7AI;A_ zwQ6ppqrKX?U>rsLWPWbpFNIyX;SMKAiu_Bc<F$|rRBxvbMv$7tJ5ogG2jiQ z(cmeSPnOn}=bry)@Eh_(kQDink1C#C`Eg-pZt>ad(>1#pkKRl6w&?io4- zdVbanY4mGqsiHB11U`kfQqMdKDBg6P5cM_&%*R8 z%hiMfZsaJ1DB-pOxb{F++w2dsGi$5UPYa@Xg4GrwDlO3@&!^YsS6@yqAQk+w5uFog z5`(GqWENjeue@BDEgTO|FpB|C>74ho_;Rr@X`^@1p_0N_iZ82eZee9eD4=j(P5-d6y8LYJ#a!Wxl8BfYC51&;r7H3_w>Z0irCmJeok0E~M5Xn)AL0D$ zi|LskU(YQ(TYSCpe5I0b!pSyjq{HB~7dI+;v9kJXZqclTgkR``I^dC&w(NKQg^;0l zg8fd=l*W`FpZ|7cb-Ex!qtCfR7ex%I)MR(X(VYyF<>`eNvsPW7V0X2kN>LhG%njmpQ=jyZW~h=MpZ)>YE93gc3j{Bci{y@O16@^Vy5G#lkR7AZ`k$RBrlh@%8lb!n0X6 zS1S#V(N5B#+hY~9QkS`+pTNelJLC!GD&Q#{7&q%r*XHI|=N8s+G+cw*qr&~%&{a7U zTdAMJFDl55KK9BzW6?*UV2Y2`C10rv~0m`V+Ewm!31 z?Z6+sl84fY5S7xTQc^!;Jgm`*FiA=wl@^>6>y;km(Q9oeouX428e?7Q#zPrxm5NzL6sgh`*oP|!G586I<2@c#owN#+Aa_)0G)(-X@gYC=wn_Xyi>6dAJe!@LU4@0Tx@vdj27HO36n{*< ze1@a_b0atnw6(!f3Oa)4(}hT=<|AMz#UB@{FXk7YPFoe*K=v(|($F!KZqb^LfuR&% z$FOoL)|ZSyz?8=MXLB>F>#t^)UswyW!TODm6#W8!x3=_by5PQU!XfIYKq>zC?7}lS zCg8+i1hv5|TQH?@hQ2PMC!&XjX=#N~+_UrrZiQ?(X(DbV1Gx zkk6MFUzI!G;PhApsr1HQPJfSmclpKItJy-xP=i^pU`peHzuw^i8Gbd;nlV%n|1|b3 z!8iNX$8#lnt-(pjgJ_>W`tJxYG0bRSsWFBkj?=%^pH9#G1>R+=gd5DH1ydTg%-3+X zt>b(%yS%(s2>(mm!VlB>31p={#=n6AEDf-MmNr;QVT!*UI;;ksx-y{BI{TN`>m+8@ zrf#5{0*)eIAP>&^^wLssGj6cnVknF6H&P?QP4NXv@vqD;PLmmg3o?J`UtTU4Ly0Sc zVe(apsT9xozZOp)4feSlNU<;SSKeJTGmlXjmNhu-m++L*82<&Kk}G(=V5l@$9|lV) zocG_7Yt!I2u&yH{i(WpXHAVMGitgvQbUtf3$L4f)nMXrkts_2fom>mn&}*=3S3&An zCi6eC@5M|;1CL7)PU&3te;`AIPd>0=%hQv%LP;)0wr?z~(!E)x>kqzm@g(9y>Qh!= zrG0^ESDdq(Xg5-10%h?zp4pD3DZW5i{8zI`X>F~5ruYJ-_q}b#9m3pkr%4}eVSumw>2G=O-)6eYuHaLAK zjN)EkH!<{Aahqx&J28~vpZ8zlR?Lci0}US`DLOb0CpX=(tp z*ARzdci9I1&;puL`Q<|4e)Zvp-^>t%;+)579{o!thOS_w}nU9o>z#Yw6_t$~GG ziK!IL*jASdUak|4jq#My8S2MsL4F(PCWTSl@ujtumn3L7b3V60-wjr`1ydU5`0ItW zlkW>TkYbN7PtUFJEegCXR{b^TzXekoXO?IA4`$bCzJ+10h>1s^J5up69L43<*3DBr%AT>xWN3#Z5iQeVPTN;;NP@gNHokEIkoD*4tM zc#Mo+eF^~+xJ{j2SXjh!16;3LscfKI%YfSZasMZ|bTyORK>96MfyQ$L7R}GwYtY6t z6ijKH_oQDJgSZ;(b`g@IpTT#hVb>{);!>~mt|^YUYu0N;%F(g1DlTuEpyx=6eqn{b zE1x?X*rYL(;-B|lmK+0(dv81gV;;TYIN3nQ8LUG8O9!&X{Wm8v;r^+_QTgr{;;7`y z@|AF7{uFM6KU#TR2*7KiHwi;IKDNdokaG)&Rkwby27NYIN@2o(yMPyWt8?GmeYe3W zqkyJV&dK+Sb`T9t1vyZJy@acXV!&1-Yz0#6$+ZRks`3!lz)MhsQ#whFDC}O;- zG5c17{jm(Fv@ZBNzq0wzK+DBYf`5cUlSpH=)!XEVf zN^+vYvcYW)$F;45!nJ8Z(d=>AeEZmE^S&qzc9AC8r)`V3$2%hlg?2*fSJUzh#v`eA zGbAjhBy2A`?E_BHC?pTMNR0aqbvP+mTue2Q|G%PX7~|3$Cw88GI+uO#QNdIqcurdN zZSlA-M-Hz4M!q*8{n@;^;a4R_SqSa!HZfu+xg(mqJ;pC&ERtt2YOq!qoX;176BBWV^Enc)a~qS zn&FR}E^Z>Qznh`+7Lck*F~5;b5(QEW!O{Hojf5m+bqeRREtVQq9Cd`Y?(DurE063j7L$XP(vMpJ}I^Q4?J(%zDTs_RF&jj-_}*CA$0wo5Sl_A zH0-66Jvq{JGD}F=*`ZXUMixfSlC}~G7oP!zYji~fgkO2paYJGxzw&lM*!6#8et=?BQy|FQ=#&8JRGrDe5z!_t&tXsZ=>jQTv3h2@k+{{ zV1t%fMqQM`b}@36xrtzZ?vtC}@g+)^wJ2Ejs=a^IX4^>C02PWdV;H#xsD)7Z(;Pl` zVdMYI7WUUDv5Dee;a^yBnXioMGrIfjgW6Z+{T;b|L=A=hZzYAh?FPgkPMRF^^su1R zYw#3JgxVM~viC7jLBN!S#oX|tS%?+_IyHySZPdpxR+=nH6l3GRnF$)XB(;@LxELrz zYhJp(3+u&zkL)_NP=3tgbG$GVv{xu*JsK1(1ay+p-oLTtjo7RxYlA%G_NX(`hLT3g zi&q}QFgw8a2Rm3Bv2v;b&y58B26p9kwud7XfcWIA8V^D!YGbdn*X!Gp$Vj!}+X#`V zSByYQ89Gl(_sP!bfBCN4d2hxsa_`UE36)Ep%J)FZdK-U-R^>Gu20?}942c?ppf&=3 zeU2(`p-f@+%Ga!mWK(IdPW(U`+(u|jc&%C?q5H@mZh%KhD76sS$yFTr7w~TZrmaT0 zyw8@oK_1B#-$t>;wy!wEViGpWXJoWX@1CKVP`JE^>L*XjM`am-pXv`Afp4QDSY%Iqq^cTs2o1%Cp$P$S)QO#T78CQ%6QLlU)GLEy#y$& zfAB>N32FniWjHg^kdQ{hMj_CsAWUAU4}+FQ0(}d$`3OUK#4Zr_X0c`ycENc8+3gkt zbtJn&Ga+`)$c^Y`ICGA7x^Ha##gW=ZTM6<_+J)f_Kh9nPDx2@T>+I&9Dq+|APWvrX z;D@nG8VQ|iuYrMb=TcQ!xkl4{7Jj5dR7bNS^~Z!r$?pYP&S=>)xoh!zSpemg+&eh# zV|?|Mr#8?Dn9(n&$Cr=?1}?A-Ow<0GJLMzh-Qj&Nw-gGWK8rB5%4l?+y_DC})msHK z9|@Y}mdd%OdOtDa#rLbPve}<77j)yoVthGo>#Nunx9G%GOhr?n`^QJi;Lxz6vu3i8omZ2eYz81U85RZX-pDpP}%(rJlK0hbqa)G znyt`GXiegftw>6NM^Uv(M~p(62=efH=4apR_67qC(6A_BGU)FG`RogAPm0A?A8qer z1LAGRs@a5MDK!-MThlpK_LK@XYjJy4B@@!F|AwpZnlU8oH`_``O-&0*7VF9}|64fq zVWb-T#2GAZBk0$F&fyGHz!p&1%ijCeYLE1x3}Tb6YKt;7auC`|$oziEgG8H>SU%Zd zPgl=$y*5g`B}8iUM{{~U5t9K*GdI-KeG3EJAwa9FQnQW z2N9SS2ww0#Dy!(kl8>4QnQ>9l49kn<|0nLO1EV;;2VRBJmI5tS^e9lI1cy?p6e+Y= z36y#oxd_C1NwB)RySux)ySux)yZ_#2WOrxxNGA7f`s*K`a+iDa-pr1^c{AI|{)ojp zURpgfj4qc)FTcymDr|HOqd(SZG83I>RI6$*X|BXnrB(N-SMGClXi__qU~OSZiMSu! zDk$kLuj`D784CtXs7}eUH`olJwlg2Bu*s*YwDVT#NH>#2T}`EwfV^^EO&0V-Jz5xz zoMl*k3dWx9(`@R=mPn;)t5c|~DJzRN`9=muN62VuJ6)#{R@lzY&*Zg}H47!;X`#~| z8ad;YUD{}CZ?#RdsY+%#Y7u;u1u_`QmUKK%qndi2uB=fu*wiDlWucs&Jk;qG)eTEh zh@`YS9bac^RPEAi9jPSQc#R6gjPm|dYZg)oc(WOXq@R!zQ2!|AS*YLWwyhZ-eh z)U1_n#vw^NrTbBnhh{pAbV0ceqqf#z6gRvfBYRv$Bb}Pwq~S)$7`~xOGc_e$UtF%| z&eh`V4PU-IPsJwAm0GCfQnL$-7n)bmw>J}4sr^|d*o}-7aXDklx@MXy>Di$>;>K9h zOjL)Btgjj6WVw+6JSt66+x3S7w7D|Nm#LB`t=7REc zgSu5%QR*u4s9VSwO&joUrD~3pk(vZ7&PX&sYQnTBQ`ATK$HWvtOiFLtz*q@w_U`8# zA)~pET3O3HJF#()pUy0jjTWV^Lm-+dF0WV=AGR7biy^UN_F~ zVox9up4>=J8kUBHA{(=Yr~qeW)8x|9isA}du==hpRa2UhId(cD&nJxM4l8#o1jMIu z2QeT$3uTe0dNW(O^Owq0cS&k)CaoWO&~yvymR1*6xIvX-d{a%=h?#8mFdwx}QY@El zqNbrPHEq}|+S0l~;b?Vva@HU(Il1>Z;%YR72^bSPvf*I54CyFj*dkI(RId|PU6Nkp z^wN!Ze6xrebzLUWD~fAV`Xx2Rx8;~Ev+~pG`pTM`T1Rg)G8-gdw68vy6jRelQWSQJ z+Zje&IvN|9%r8HMKxG*HnKh5rP3UNBP9ALnMq!)4@kkas#|_j2uA{7x`FwV1qp7tX zV^!1d9{*)!W%jDth>yCFB#g#&!r{%StBGb(E0YZZq1|Di8KoK|U^KU%ZBmRzXCw-@ zwnp|$TyI!23Rg=Tg{#dbEw(J>DRzw)jVxXCv5@GR)8no`+Y4BEqpYi}v#aY^t<Po@P8UEp7GWtF)A!MAsr?r4+hM9o#C}jIJe2!RT8vKS)zolaBGiX3%hou#vTN zHd&*nTfP~YOf0M{04u6wKYh`1)Ycc)xgLXNs72PO?HHUp(6w@|{7Dt=T7j){a-+iC zO>V^L=}H+TU1fbBY3Qj2|0tK)Or@Mlquqt0eM3n_d>oPlnjG!5m{HZgP=8dqB;K*2 zR@Uq?pUo65PN_eoaY7<225Pl-lkjRk8@;JcJgFQr3+L|ssxMKYBi zJKCu+9_6W}jEZsklgcA2gArqgr1<}+k^28*N9+HO85_+i@QAbSq~R<=M|FV-gZB0VMUQqICV@bho&9mzt-F2|f4%DF@dgD7-|D32Uk zIiq=){jAj6EnWL%UM5W!QR1G$3-VlC=GH5ZJd23YJW&3rl*)pW=)0{%(PB9a8gBYV z!o7pVwFuR_ZPR0Er-Y2!4b%svSb6u0#0Mrp=0tz%mFL8*rlsnNGZnS=jHgRUTFaSX||LhJ2oGl?_QBE7D4Nv_`X-&y&_Fiy+CfS-P|LVFO;20l}yz zNg&~L9g@4IMm-~D%Aud#Lp18NM?vXSkp%-MPMwQ%C&jRoDh|C=!6?A5CC(-~k@n~wwUp5~SbtK*J(1+xleCShjxBCIRoB!S)xA(% zQ)^UL)rvFBI$-$=Lv9=fPkliPU83VgbfJUAd7n#tgOT z*z%AuTI~!5W3x&qKbZcp&Xu9CO6cOYabPu|-TaOXBgr9$xG~&={~b z@qB8UHZe$26h*4Kj5kZ_r3yNouHR!fl19~N(QUp_ISt~oRcpt;m=|sUncu3yk5+jS zNSyxntMXRVm?I;PGKbV`$@7!&K7iObSL?PjuW_!{`p5?rOE9!jlh64)*>PsKpd_8H zm6jlXsnMq%ObBr}s1rh+c7u1t{w4=?EoO2m{fSCNsh7=XiK3K_UjkMaO63Z++?|^v zf^i_TwAO9#J`*d1jPAk3d{CNgGz?pf#pP+4NXqW6?C#56l&tpjrbIZbs6I*9jf#NIesjK$xM|Fgl9Wn)>-mz zDp8oLWJI!0u9TEfI=onYQhF!Qa?(V{+SsF%d2p&p=~xEWfMgJuj{(szuyHaB$mXFk zU~W1i!H_afR(=?Au6Co!rT;9JI+j<=ttt|}FAiE6u%#rzepDx!Ty6XGqY+tCD#Nr< zLsfdpG`DwA3vH=&#;~lm)D~8!-3VWQTa>J^Wt6c+eP^DN{jx>7M$#r#WE3nq;6yX2)O9ur0@XOdsvepcC$*{W=5@|9}r zT&j}Nxe(Ps_fk^iI;%ap7ZEWE2g^T|F7?D%e$~-+s!mhlq(yfjiWI=(ClOQ7qejxZ-R_Ci@E}&`Y!gBa)l#)1qmIgx}pSQ%vZ{PB~P@NTnBRl+3;kmQblbvxAumj#xA)%E=WzzcGOg=mJ-SP zA_+2dm%UzjS7Js-7ZYk0RVAx$wF(Rdj1oCDQsX{MkN#Rq89nXhE>vAfYLZGTmXnIo z()irYCns9WXc$-WnM?D)!nRT2PU(HxhIwK6iARb` zJp#!IFk)G%^jvCHv1I@YMH$#>uUn$r5kg&A4Is}+oG zFk(}v#%VJ(GAhPG9(+n$iy5s$y9ks>FkiLA+WO z?f~b}F(@IcT76K8B??!6poPwuHe+%)1&A!?g55}+3gd75G`7cXq$6xh8SH#HUS?kS zeZ^JALkPzClxS0B(92F}jhIx-!unAo^QvTvkC?t_kKu7QX7*H!Y1`<(nxu!$&?;gk z%0-0gXDRcuRD%jPBw{8N zPgz!pXs0CyyR%wO91+rciB~jQmL9vauC%eGtNZQvl-hYRKG&c)p*qUxvmQZ-XmQ{@H(X{#~^$;h%tcBcv@#2bTRmDc#xqV3hY(rQ^_R6lK$ z{%*X?2K2qQ+A33C>fyua^jC4*_Q{-I3DWJ(*&xW^(d zBI@Q_r6vPKMIGyXSw#~Q$(Q;T2Pybqu_p^(i6F17aM!gSi@iY5sLl(%P}32)+_zp@ zy}4nFQB-uu#7I`$;>cCL(_qIcab(QHlZTAa+=qWFrP0kgzEt;?7!O`J>B?lPT|bu3 zqzfUVZ-9(P)iqk7xO`<3yCkK*(pwXg zpqLbtMm8wapH!bxArtOOvk{b%UE$bj5FdSUm0P1F$);AqMl4XSQ&H-bFOiA$q>7Am zWE^>)$fPh+QD>@G(4I+!*vZ0r_ep!S=ZL5=Lftzg=1MX;% zxi%F$=rbiAN?rTtK471+w}QriUO`IAggItfMS#8yX9zlwAPCFV>d}FOl1A;?;y~i; zYif!O>{1Uh@NtyZ*T!8C9zG5&7355%p&QTK*&G&B5w|j3Cwzk940C2SI%2*npPU7f zR;}IAh#l~aoZSkaVz9pwtwcUg(F)q)4EkfMT@|ORNV%+XQG}pTw3XUa;0sl*96b=1 zzURgH!xID{Z`#ByiPZ2Su zbd!H7E0~;=$sO;tDt3o00CFA{x&%TxkKU)yMaHP80tCys45!+-mHY&d@$W&gGWl z!wj$T3bnHakM`(3+C|1_m#S8!=eAR2gDf+bK!+KHnT1k|rWew#&o|N7xu5eve3ssyy^vR_d@X=LM(EoiRP7{ZN&uK(!bZOnOxkx*v9m#ADJM z5j6%$jS+)PuTE!|&rPxNW*y9+0&cJVWzaL^6TS_8_?X zR2cAL9#7w=qD74XJ(N-UtMIAl&no9Z4^S~;oclHbkLreuQPfdwBge*VXXL1mqcqK} z&&U`Bt4y0TeX=t=$Ods@YA-)-YIrbWCfPpbqbi(f@*3{Z*{1iwtgoV~th~haiF?fY zw3N{}NPkiaC&@c)h;fnKeHnJy;irp|-5aq=_Kl=F2qxarZOG&-J{)??@B=}ke{k@H zGJ)}4bxBl2J=+o!^lvaAh?xw;hE}EP3yBYKo~B34WHJR~(um|=#I_SsdacYbW_JB# zxHhWAvf!L)C@q_GH4PaKT`sHOBpYGuysk+X8tW_3hA;wlS!CVMxQQ-VG{lNB_%8WP^JrH*XO zUNm~xwAqWsGE(XTk_0WAW<;)orB6kzJ9qY2`iO{8J7}gHoimxF$*Kn_6Bqn+ct)!l z>X{zH{8{x$L9>;eAhoV=RC_dAD`#|fH9CT2N`A!E5Ik#q$Hj#b zR_ti=sN#X3Q8y^~LS=T2)Hm5g)Pn>|e&rM4H!8Eiw1YQ&#%50*(+(|VG!N9DOrIz< zE;d(_V3yFw5gO_AC>Ou=9)QisIi5&H1eRSS;6YSCLwY3a$>k8_UZR2xUTOYn*D2cB@I!f1r&AX^tq?I|MIV!ju|lP&55m|LB2PbP zdGg95@nSeCJzAcYG8)&*xBfbbWz$X(nIbT{(9b2~KSen4x+bq|Mqk)8+@zwisYWyc z=}l*+r$My%@D*p|Iv7Nx=-urokD7*z$#HM~Z3^HRjhrI113{y8 zQ1FFOU8|le?pzhxtb#X!DC%IwROJRyd(4=s>}LHs%5zyEB9$>AC7)!Ri1pTl_(`#rBQ!c;J(mao>HdX?jqI0eG!#4`iDlpQ-vz8!4sdU z_9aPBq1aL+S6Z7h+C0{<%PP49 zRqB(<+#FfJshN(xTW&^0ai*qDf^cO7DStealpkKx2SU1U|MySpDAaibF#@0EFYE+iX!8ox& z90Jr>u~ZU5Q5i>@1*4?nI5GQe3WvX#V z(rSX0p-5!hrHsc)TL~E@z10VmWBo7HSD0LxwL-9Ls&0OeyoeZ0!{nbzkII%hzb_Nm z{D$iH_dTsHHFH{iYTynMuq9^^XNxbZPMzxy3$!}9E$>sHTFh9Gs@5Ns6*FgwV^#7Q z-cPTn?i8mpRN-5(d*6Mss}IPl%rZ^g$UeU#mgbf@{G?S@ zSaAjZ3&%i7PhxM}nUu$4H)5s$2APj4|F|P$eNL)sn>y+lQR7mujlkO&xMNCAE;&!Y zV;dnNYHS!A`AXTLJ+rJ>XXWRs8wF&JM^uKnyeb`R*9Ywno8zOkM`0K-W5^KmQ5i8y z1>%O6n5Z3O{Z==ArphDe>uQ^Sjg*KOwcX{PN@c{4X>XLG(g&r^;Uo?~$6q<;mR0q40jxV1ahN8xR4YUEF z^GmIU)aYzXGY9X?*^FSEl=$12liy>UR6=3aB?a|No$*To1LROKzYM%EVGUkbM%=Me zp@$I_{x z>StM|-?cUJmu4>kw3IQSxBjFb$gJ6;vdtpGidR!t;rc;*Djq^c+mKp5C}ngeRW)+N zj-gC?_1UxXr)_V?mLL*1Z1A-i8E~9R;M3rhlu_QRR((?1Rp-KuNaBN2-^N_KGMA!5 zb@WLxP1bfTW)yaebeOaCUt%{~)yjKBqf;^u*S(0CeFBH7A9#;qA^dHo@L?>&zH`GX{(cG+QDWh~l{Ye$6 zK7bk7X42oyGD=YMaIUm^pg!%%G$oFMXHu{$D1{VIf&8TP63E5puRg9^%!lfoXKim`&nmp z<~$X&pc+!JmT{VqoTkde$5%;A3z zxz=(<{{S1+U<%!Inhl)ImOTf()nGz=gL!VIk}kZG03AoY$2>P8YAhHX`AQiT?rZO>#7e*`($0xd*q%D>2!oERdTR2y>tw2} z?__hG%XMjPX>{tJ#{iYI2#Tsmp+tvBxT1gqr{d5{it-G>~EVJDzUM`k6CGAti z5i%dCA~69 z-GlhI)-3Y)%pTJYXdi6taG`8xJ^q$%gDE*dQrq zsu1iwn)kyc1D8Ga9;33xis8}kR2j&9boPj!s%yp~6}V#jLt#CW#hOzHKJ`pwjPm|< z(Z!x@U&%YCv#hb}E<^p2_1AN4ceGLJW#j2t>#ABs|2EQCen zZ#$i4V3(e%g#~Nex;ocE<*~*U5u<;w{8Q`k@+RW5@SHh&U75^qJ1IuATn*rB9RK0N$J znc(cKME;h2m!qz}BpJNmF)_Dt#)!3oW0!O74Rc{vBG*012pP?%Pm@+sCi%V+w@Hc8 zq-E-fv&nqpjuVmc<@fR+-0%gj^0ksi_h7Aww8BR$Z8s%hG1xR){vi9v_DbMrwi|Mo z`>0r(@X=-@jZiH$OClEJf-Cl|2r4InLBBD+;qt|CTf{;d>{hE_le;K>$ z+o!(_4)_n3jX?cC)wWYOA)!V~Sd$ci@@Y7IM-bx3MFG+jE944>cmwwcadf3kf#kX0 zD%*k^xAn_j#N`~Ql$k?t7EdG#*fuMW*NVHHxyM;NN7z0b9Hk@{2AOfXg=d46=rW;1 zGK3e(n+>Hw%4Vt96s|;;*6FF8(-M4EB397YGD$S*lvI(3D|(SExoqr*?1AV-f~qU- zWHRO-2)n1HbrQkp*yYnJD=A~t05M9^P!{Pk$ojK!`UF8h6iMI{k!Dj}SY7Qp%{^L< zl{31B+0RNl(@S*=ggSmyRU~t1f-s3AGlznl`E-3@CYP-NBW5fZVm>MZVqKK{NnY{D zt2E`N6luh&$p*EeK3yr}N8BytQ7ZyLV?y`f3uVMym2Tu#hp^DoRkev6`xLs7Gy2BJ zUH>W_r7mzy@NG?oxAv&KYA>j{FvQ%;A51gV4o57qK~isOnrXz09evG5Wro>xQnwGV z7bMkR&X!d2z=Qc6H$pm9-D7@-jL|oQf1BrAW<8yJr^jI2aACNAOmXa{0WZbDH3MDM zNn~m5Hrh7oK94-zCG|{nog8{ST`gyFxjw=Bq+=?RoPk!;XC^s#+T`Jir`5fEC3rKh zquZw{tG5M9a)EODh1RYb6uo9)x(>X=r;i-tq z#w{Q{-TKVqQeT)QGz}p*OKVdxw@<{6R(PDHO{NfkFk#w`P3CKY9IDJ~wGwqkE;X!? zi|tD2(3}ElMxBYKVNA=jMo0gqjLSC)Q>wq7Ur{30!%$#}DpMZ|zGz035m95uKx>D5 zrPNOj?#y4TRIB4BDczuwCd4|A=9m!nB7q6@`YmL07cw!HqXg26kb5=b308ykH4D@3 zsXmX@pb|1!9-a_zaLnE+}{N zSyxE&!MRvlZ_V-O!x>Lam5iHih>s-LWDlyvjOrfpiULwmnr9P4nwmRHcJPDAWmwc) z|L0`Xr>GG!sz#{`1a%hqIwid!UoEsfH$EkK($ZI$y*GWiP&mCsN?kx0T^#$&39O*8 zWJGY4q0Y9fGV8HMoFMYvHjo@`vy%q7U%`F!KC=@gWmI;nSD&<2 z{ZDmo6Mjmm(_tl3PQK{l^{HeC8AY2Yr=!v{X{kg4%N_{dm?Oh76Ji>sPd+iTF0!v- z(!NSDCCv3wb%Z!-i%+hVlrg4{q{>iFS)1eTYCf+ll3R#$XBKp%9H*91Z+%%0sCH>ks+0yW{Gy{y@fP>pYJaJmuRx!06I0sND^j#Mt3cyS0>2(_4Si zk9yAZ@FJl|phPgWG?MC)cjq~KOf93bM)$_i@010>ExEz99hpLTA+I`zXMUVXOVF0o zaVhG!U21^O(Jm!x?ApMn(h~-?Dp6zVygAeH8p(s41$^hfUn2lE-{JnSwDdFZmZ`qPoZ1 z?5t(bTQ{^`X4_&_uu5%kHvl|VsSVcqKcJyO7lgXML3@gyNrI~0$5a$spmdP`CCP%rkeSddgj4ckTsykV=S<8MtcwYSy?b&M+s$hqAf0r z1+{o&6B(nZ5C2w5V$Ra}6SfN|Su*dz2U(QBHLz=*JR)s=~Zy7{$Biy0F(T&zFptmn(SzUSF% z{Z)@O$JVu!90RXZOQz&D@sg5Ee0AvY1hkZ~qrd*7%t!_zZ$D{{3bi2rL6n6AhCAi& zu`nT)oXa5PjuT?XBTnha25C^h{5l@kEaFWyUn6D|4Kg29&e)BcWCH5V%Ny95mG{s} zlnI#&j+5I&rqS=HSmtRuHL0%9ooGwSJ~c_ij1B#;K|Ur5DSyKDBh@(w6M^MCGbJx8 zQ99}9RL`>#MZ}{;5&2q~vt|4eJFzK@ zqf>saZ>e-L?&0VR1dZaM!52!kzBI;GI{nIz9b-8U7Cp=2vj>k^IWk7|ApWhia-_rV zZL|87sS4{)>IfvZF%xmFGZ@toCBA+s1m%NcbYRB#z_GxgEqpOIfn z?2`ASCnjce^hAg0IfMHl=h#IF?YVPQFmfYnwEj0Tv&b%Ov?uO(?H2yroGd8_PL@O! zHsY;XehNlu`{`NEtVD8ICl9YOou!p~XMkNx{(%=5HzY*n_v@?n&T!fFFxk%do2ryxyFf(0ztzd0$SrT86caNVI!#tDfmP#a;Lun7a_2z6zL#9RmfTU-NK?x$ zZM2S*LX`ek9I><2+s`KiuR0%}N=>V)lT8CN!dF#ryuzG8UMomcoKvwbwUJ4xD`iYr zC(@(NHSLQE8df6pMz)%U`uNM>d@4~y*63?Ljkn6FT+PyH#*|4Qq<*!vQ^J1A0$E$W zYSCxjl&uv{F3|@rnK;==l*InaR-qJ+IdL4#yClgGh1lBE+Z-)x%;_;Nc;~Yj!<2m{ zeJO`dkw>(gv8$2UMpj{?dOdl6_cVR3x{?67;Hq-A0JJe~w&ixc1uRisBJwX zyaz38uyWESKE;>cH`!pdn9b0Z5-?FJ9guXaCWJjd%Qg04KdYrjIaZshEDJNdr;JGArRT>E~aDtwpNC3bVYpys*AH*7f^j z*~l5KZRSfdshKs4H>ZZQRX1x4E3Qgje$Ys693hi#4_Qlu*TvBuBO61gYG zmPD3UVPaxNU3(e0)QMC(fsEuvu8WnKg*#X^nHwWylc!^mG}PmmHfgeY6l-WxlD%{z z&gqDVNxHM?EaYf!gE$MMpysJ}*h>+$(Z7zrsA^zSg%iG|s?$8xCm9ulsmMi!#gxtJ zI_*SAKqH%;p@cELS3GqUAYiYwQe|W+lx(>qc8QvN1V+dx>k?NM*(O<&I$c+tUOY?= zZ#sQIBhH1WjM34J#-Oj$OfQywb-NfLRVlNmnh`mu8PTMg5pgwckLH(~kxi=6+rg0n z7?neAMm4EsR6IAMb5Jw7Nj0P6YR2TCW=xZ6#>CZ(%|XrBCe@6MtJyFIH5)dmWa?3tLz~}jM5akKs@=2=Dzu2W-9RIKjU!|fb$9xKXnrJJ$&jPT z&5@@jo25oHCG+HV2A-O1Z_tRQSa&dLsH@1Q*AbZ}A5ub1^Lw39L$mif(MJ^Pbw&+s zey<}kP39)n>x>%O{9Z?7np6|(bw&+sey<}kO{$6YI-`a*zt<6&Cecl9EPcn~6bEqG7Gzcgd+{BMt#q z%A_n#t86nI$wksM3lhvLfE=#DPbyD!#Z%HzeHS*^!2rg<>_=5 z96Dx&6(mQkmC2 znPYTrN!yfc(yc1w2KOqrsBO|_Y?{UU?=5mF?`UdP#Y(YDY8#1=Xk^kL ziP!{Jsg9pQ&h62uWNf0Xt81#4r892)O>W(kP01#`hFliRRdAWYSWI7TWgJb-s#s0m z+7)}bOKv@3kd#e)RS9>E9X8IbC)DYL$#VSEX)ZY?tI`RQRmY$Hg=BR)HrY0r!o_kC zQhXOOw{{q&Ws`3uucB&*9W%~tSTG4i5|&L~_iR9}39E!`!mXuF@FG2@q;qR9HYJ<% zDqIBZq?=maM+!3%N}P!`#VvE{PTlmZn%3N{ zC954L7rB+ZP01#`s$4%4+p){7P3m-PvTMrDkpu}z`!9^mT_@yJE>3b*$*TG&b99u< z(ROtf+a}vucAz*v{4bQYP01$RN}mLDQqHYynuKh^t1Yf0Ix6;Z*xZJLASs)8t0i(} zc9~lqxmj%zvI(!ggm`)Go_9Ny+-9(m#H@mq3A&BekKCqbq+*h6II;~sDSaCU{-_QT zI?KuL@%mkYa$T9DaAwoh-6WvhQzjHMPbtVVf65EfwmIvXP+L$_tKvzb*`4?AYPTw^ z5j~e@L;(YZQw}?}h$UK&HD}%Bnd8>3?OMc?I$J}+8c|bSP?IUBDRs}t{W~=xOxxzZ zoeCF|YFJjm0cLle<)JjVpfX!URB1~!v}s$VYiXqts;uHNoku>S>2mha86<60cF-yn z^-DP%t+W3Xt{t~Y4(I<{R>YN9OFBg@kub|*@v6zyPEi}S{kLoglegNPr=O_g z|Ju`c>bawn`M8tWe@&-K+2+$}TXI)g?DeYuTHDe|Tdke#vsF8J;|nuo$yv^vf8*h* z^z(xBt^OV{{o=r@C~BxrC#~52U$ny2Vr}W_+9DS*n9Dw$r$6`Kvm>Ix+7PsQ{XERc zYw_5`Bh>$uR<9q5tHfFoD~-~MbY)5Msr-wj5z%06Sl4|b`ctwW_E-=!Jp|~oh^nww zbaSmx&q7WLCAPjjrr^G2I6AByysssi!0P2HnN-Ce!3R&dZo)R;5srH6}i#l=p`z z-?&pQUgLlK8V8RVK%mT86E7P10WoJ~v5??GpXZdDJyzXvEs}k{g~>j77axn7S#yd) zRo0sLpsL>fmaZ!SD^$#~Sq+cI;FxJGMP zy!jW)af5;)xw7BAX56bgYWBn|qRiS8pDU_Z#;oP!Re_psQl%__0)5u1c$clLicem> zI;7kTLY1{8KCUWT5`G!4Sy67rI8K^)_gGvhFA6FN3NTu+y}F?sOmY<3Qc65AxeAP> zkkbdXfV%|yl^$zI=h!qz{h-2~!g@`on>X*UYOEQFT7#WLnK}j1h&MCz(&S;BGwUakWqvC??;!k7vx)!be?eVr03_nD$Kw?<{vYK=@j&1$(r zsX^a?=GeBIk8RDI(8|_VM4PoKS>3a4!L`(!Kg)hx+@ccM{r(SEArW=9jN%=p{6yZd zDVL@=&#YyJ*-)3YCQJEfYuxBGuck+r6SQw1-%wyq7^W6qd&mSuh3h8np7N?gIam}? zXUix){Twg+M+^Jtv&0-TUkwmT$n6PzA%$@{oytCH@_>& zqSaa$FEM%Vi7b!e=aXBYW`~NbDe(a$Epeh*4k&qbMOm&?_3%7KG+LwLJ+?HLWF)ZH zn3h9@3Y1xE;xje-0~Pn_^o(Am^go!SHCnq8k1mL3aE$Wm1e(_&g})9KZ*fmn_>*K8 z={5F;3HVG!!e6_6WFuz%CtI=+yPPfA_+VSQyoHIEb0mi<{sXyHL zYxG&064fVLgh9)ALxW%jYfGYhA|c+OCL;ka(0dSg{tTN3p~UH6h)FM2KTo7?e3bXj})#wN36>1w$F zK->+>8!$?JyhY)#QAj&ilQZezPmL ztIt{$U#pch$oXz(n&vfTlv!)y&#ap*CwzeE17~k$8Y!<@CSUq%<~ZS7Nuc#qDyo zP2)3S$}5XUxus^r5p}kt;v2c)PZE#NYkbM^5$Zy4p5gK>OFYDux6FBpiNU32aXM2_ zM5u_<4qIYyiKw!VFn;{EDtTVR>kv!xhB>3f8WHa^<*rqAKgfUAXT~*J%i?WL?u#kT za&pbfW6%^N>4k#N(uz=;Vbt~@@4;*VU2#?`}4VR#KH z&3-_RI{Rqi(*n7x&CX2?akIZ2P5Gb?O#QSXd!GGxqkEpX2#ZTKyWPEkwo%RABe^j&E zTXwzH%J{O*?20-4fLEv3yt#l?W6elBzU*;kUe&4jB@`;N_GBrRL?dgNVsS16iLc(W z2LgL}y_#Jrp)Ok}@%eS|i)4I~SC^Q(Np6Hv{P?(QS3z}6L2ZqkH;KKSsJca3+wyhW zQd~dgp^HhdGbR2o*A?b<#moO#oN7-@X||STt$m3r1Y5B7DP7i@_;4)cCOcW>oCtHn znY|2ZUU%i_vIZrKM~*ki^r?na< zjJcjq)k>@hi7qNrQ6+EcbBt(#DOIgeW6ekmBN>jY7SvT%#9sQ*62nMTmo+Hf4XC%B zB*zi2PN|vWNJN#jCf>p_>B_=-xjetXcrl_o8D23w%{3{e&)O9qR+2Y5MlJJdU^(=e zNv+ntxQ90*?`Y4+dM_SF<5jDgU1p&!YfpS1xKVGRmp8oG171R$VM|IH0X5lzcCrY2LL+_3W++;XVkb>)FNYf*gF7yjfw+wX~~ zY}&HKWWcM2|4-%ROb8M+oMO$gZRgd4=4zJFXG<&Iv#Ual?4m_mp4YtYf3wTkxogC> z#H0KVY-{{kN?4vc3mJ=$Y>A#dG7tp&2Z`>AnM*Ph%4@aP%+52^WGhv6V-hENTg(`x z$r=-%VKS$SzudV6W|&ruH6uR5T<)n^uTH%A!)~^%ulULio8Cu8!?2v0xK}G{ zX7$OY(-vBM@6Z|;s&LHn3c?6weU4~k(P)j!_CzVYMBn7q2jpg!(l7jT{F;9)>vKEn)tReV{Ys%b}bNXVYFBy z5+kfSl^WiB_@9jaF`d@7_~x&kl-S6>sAXQwK9_lkvdn6$bp zGKa;q9&1Is<;wsVzoge|J`$M*`ix{ojkO}a7}0;uu|Leo6nDEW-aFT4mX65LQPS+O zBGhF|CyO;B|3hnxu12gG^&eVebXjZSyCqV3Nn^acG`Tz|t;*UGUup2>DLI@X@3D27 zb<0EuM3h;360It*$K6cwidSlW@kF#)ixM@N-y|H6UQ4m&w(>xewI#k3qW~AhBJ{m1 z$*E+}WG#sgm&OwH;$o-fw9IhnsIxZ3$AyOE;N1c<$_&6B?aG zskJZOOD>6?qmQn@T574|D703^pCLcOP2+kMyhhj@R$rkuYfpSWw8VxnMoY+RVbQ!L zPN2sc67QCls#hDzohI&N$ZLdco+%Mc)|hyoq<<17>x{Bqop&hfv)oDOvxa3ar9>a# zHGysBj7ZxQ?E)Ga4mq*z$WH2DcwKFIMfDOnk-kV;evQOH$P4Qi>_29O75M*w^8W>g zfy2R(;3#kmI2IfaP5>u?lfkLrG;jtu6Pyjs0q249!G+)=a0$2+Tn?@PSAna+wct8% z1Go{~3~m9pf!o2I;4W|vxEI_H9sm!4hry%ZG4KR<5q0^HU^u5&A=950+6M?!SCP?@E7g5d0;-+9_$Eq z0=s}+!ET@s6oV2_3d%qQSO6+P6{rEVAOq?^16Tx>fTds$uqW6X>;v`#`-20)LEsQ@ zC^#G(0geJkgJZ#Q-~@0YI2oJ*P6MZdGr?Kl9B?i;A6x(~0vCfz!DZkIa3#1JTm!BH z*Ml3uP2d)AE4Urp0qz2KgL}b!-~sR;co;ka9s`eqC&5$T8SpH49=rfv0xyGC!E4|R z@FsX0yaV0??}HD)N8l6iDfk?G0lorXgKxoi;0N#{_!;~HegnUQKfzz%AF#qW!Af9d zuqtQ;Rs(Io8emPZ7H9`LfVDwK&;QHI zJA++70oV-`fntybrJx*CfQ6tERD&9@JIH`~&;S;LC14rY1MCI%2K$2jzyaVua4tM}nikG2mEmJU9WI1WpF0g44hm;7o8fI0u{u&IcEQi@+t|QgAuA0$c^I2G@e? zzzyI=a5K0C+y-t3cY?dXJ>Xt&KX?E<1Re&Dg2%uU;7RZ_cm_NNo(C_2m%uCFRq#4^ z1H1*^2JeFRzz5(%@G<#t-`+@zz zf#4u;2sjiR4vqjvfuq5(;5cvsI1!u-P64NZ)4`eGEN~7u7n~0+02hIa!KL6ba0R#$ zTn(-P*MaN7jo>D53%C{B4(gk@CJAjybay~?}7Khhu|ad3HTIz4!!_ifv>^0;5+aG_!0aJegVIM-@%{YFYpgo zVZ2}^urgQ`v;wPvHed~~CRhu!10BHHpd;u6x`3{r8|V&tf?gm6`hdQmA6Op@0E56_ zFa+d*VPH5I2}Xf2U@RC1HUb-iO~7Vgb1(sH2_}KbU@I^cYz?*nGr&wR8*B^m!CbH% zm=AUUJA$3TE}#JH28uv2NP|*P4l2MxPzkC*4cHxIKs{&xi@_4G4D12+0(*mf!G7QX za3DAs90Cplhl3-*QQ#PGEI1yV08RoYgHyq2;0$mkI2)V;&I9Lz3&BO;5^yQF99#je z0#}1;!FAvUa3i=G+yZU`w}U&uUEm&YFSs8(03HGlgGa$*;0f>~cp5wdo&(Q=7r{&5 z74Rx}9lQbF0&jzN!F%8X@FDmZd;&fLpMx(24GX>!(mj8}SKoo}!H?i4@C*1A{0{yA ze}TWj3L6Vn1S^A8Kr7H1v;nJwH9=d@4zvergLObB&>3_E>w@l}2j~TQgFawA&=2$n z1HeEq7;FIYz)&z8i~ys+XfPIR2sQ%a!6sl+usPTQYzZcU$zTeY3Z{W=z;rMZ%mUkj zIbbfB2j+wA!H!@junX7~>;?)!F(?70pbS)i1)vgCff`T?GN2ALfJI;lSPJ$4dxE{e zK43qvKR6H^1P%d*g2TZP;3#l3I2IfSP5>u@lffzAG;lgN6PyLk0q27A!3E$Va51

B@$7z@UMjljlW6R;WB983UPf=OU9*a}Pq zTZ3)D3@{VS2HS#sFc)kG=7Sx;j$mi73n&1)fg(^0(x4QSg9@+^RDxb-+z4(4w}9Kg?ch#u7q|!93+@LGfQP`t;8E}x zcmg~Lo(9i==fLyeMeq`M1-uGg2XBD4z}w(m@E-U8dE1Xcm7g4SR)usT=+v;}K{_Mih;2Xq9TK^L$t=mvU# zo}f2Kf%QON&>yT127*Cg126;(1;fAyFcORgW59-B92gHa2AhJ-z!qQvm?ung=8_5%BWeZl_V0B{gE7#s=?14n=(!O`Fta2z-uoCr<=r+`zz>EH}-7C0N6 z3(f-vo17CnI!Pnp$@E!Ob z{0M#mzkpxC@8A#c7x){ju$f>*urgQ$v;wU`8?ZW96SM{GKzpz@SO;_hok3TyF6a(= zfL@?C=mXXR{Xl;(01O0!!3H1?3ev4Ob0W;EU+z@1LlHxU_RI$>TmUWt7lTW|W#9^MCAb<~1Fi$tgB!t3;1+NzxE#UKqzK{==Z3qd8Q1~p)JkOB3e z0W1bfz%sB0*bD3p_67Ta1HggcU~mXH3>*%Q1V@2mz_H+XZ~{09oD5C{r-3uTnc!@2 z4mb~-4=w~3flI)p;Bs&UxC&eit_9bD8^Dd=W^fC*4crdy1b2aZz`fvp@BnxSJPaNM zkAWw^li+Fa40sMa4_*W>fmgt*;C1i@cniD@-UaW055R}uWAF+1415m01Ydz~z_;Lg z@B{b>{0x2tzkxr%pWtus4_I*v!Af8iuqtQ`Rs*YpH9%Xi7HAJTfOSAe&>3_A>w<2e z2j~fUgA`Z~^acIF`d}a!1U3Lez)&y@i~u9SXfOtB2*!c&U}LZ;*bHm|CV+`x5|{$E z0@J|OU^1sPBW z8o(m31S|!6fIY$9U>~p_*dH7S4g!aOL&4$T2yhfQ8XOCb11EqJ!O7qha2hxroC(eX z=YVs;`QQR@5x5v!3N8azfGfe(;2LlpxE|aHZUVP}Tfyz%4saK^8{7--0}p@)!NcGY z@ECX;JPDox&wyva^WX*W5_lQB3SI+mfH%S0;2rQDcprQSJ_4VBPr>Kl3-A^A8hi`B z13!Qt!O!3q@EiCY{0aU7|9};?6s!bR2CITrU^UPNtO3>pYk_v416Uh$1f4(^&=qt8 z-9b;#3#33F&=>Rr>w^Jc5Eu-GfIKh^3?X*U}LZe*bHnACV(x$Brq9l z1*U?n!8Tw9mz-Qod@Fn;Pd;`7( z--92(PvB?pEBFok0saJkgMYw^69p@QRlusCHCPR-4%Pr|!CIg_=m6FM9YJT%1*{9Y zfgYeI=nYa}JF%Py|Xq8kB)@umCIsRiGNwg55zK zs0WL{Vz3k}1ABtKz&>DKus=8e90U#qhl0bv5#UI0G&lwv2aX3Pf|I~0;8burI0Kvo z&Iad#^S}k*LU1v-1Y8C#2Umitz%}4na6PyI+yrh0w}RWi9pFxIH@FAf2kr+Cf``B( z;8E~6cmg~Ho(9i?=fDf#Mes6s1-u4c2XBJ6z&qew@ILqed;~rQpMuZ87vM|qHTVX6 z2fhbCf}g-I;8*ZF_yha}{st>d608VT2CINppfzX%RtIZ>wxAto57q|jfKH$@=nB>a z-9Zn~3-ktkzffnYG$0OWz8U^o~7MuE{_EZ7ii1jd6+z@}hxum#u>Oazm` z6fhM`1KWV5pcZ66 z9cTcHz!I<&>;d)!dxL$zeqeuaAUFsd0uBX-gCoFE;An6xI1ZcuP6Q`|Q^0B9bZ{m( z3!DSa1?Phcz(wFMn%Be)6N0&WGjgFC=o;BIg)xDPx49t01A zN5Es?aquK~3Ooaz1yaC<>Z-aNhd*FTWA@~S<0zL(wgD=2W;A`+L z_zwI4egr>*U%+qRckn0p3;Y9Cm@HTctPEBKt-xxa4Oj!L3DyGbKnJik=mB@$7z@UMjljlW6R;WB983UPf=OU9 z*a}PqTZ3)D3@{VS2HS#sFc)kG=7Sx;j$mi73n&1)fg(^0(x4QSg9@+^RDxb-+z4(4w}9Kg?ch#u7q|!93+@LGfQP`t z;8E}xcmg~Lo(9i==fLyeMeq`M1-uGg2XBD4z}w(m@E-U8d?f?;3;7zsv$FcF05}L73=Rc{fg`|?;An6RI1U^SP6Q``Q^2XfcwDx z;6d;ZcmzBO9tTf=r@+(TS@0Zq0lWxa2CsnE!0X^m@D_LnybIn3AApa*$KX@&8TbNx z3BCs3fbYQf;79Ni_yzn5eg}Vmzrf#Mg{_DuTv13o;mY#=1*?KqU^UPNtO3>pYk_v4 z16Uh$1f4(^&=qt8-9b;#3#33F&=>Rr>w^Jc5Eu-GfIKh^3?X*U}LZe z*bHnACV(x$Brq9l1*U?n!8Tw9m zz-Qod@Fn;Pd;`7(--92(PvB?pEBFok0saJkgMYw^Qw1x5RlusCHCPR-4%Pr|!CIg_ z=m6FM9YJT%1*{9YfgYeI=nYa}JF%Py|Xq8kB)@ zumCIsRiGNwg55zKs0WL{Vz3k}1ABtKz&>DKus=8e90U#qhl0bv5#UI0G&lwv2aX3P zf|I~0;8burI0Kvo&Iad#^S}k*LU1v-1Y8C#2Umitz%}4na6PyI+yrh0w}RWi9pFxI zH@FAf2kr+Cf``B(;8E~6cmg~Ho(9i?=fDf#Mes6s1-u4c2XBJ6z&qew@ILqed;~rQ zpMuZ87vM|qHTVX62fhbCf}g-I;8*ZF_yha}{st>d6RZeU2CINppfzX%RtIZ>wxAto z57q|jfKH$@=nB>a-9Zn~3-ktkzffnYG$0OWz8U^o~7MuE{_EZ7ii1jd6+ zz@}hxum#u>Oazm`6fhM`1KWV5pcZ669cTcHz!I<&>;d)!dxL$zeqeuaAUFsd0uBX-gCoFE;An6xI1Zcu zP6Q`|Q^0B9bZ{m(3!DSa1?Phcz(wFMn%Be)6N0&WGjgFC=o z;BIg)xDPx49t01AN5Es?aquK~3Ooaz1yaC<>Z-aNhd*FTWA@~S< z0zL(wgD=2W;A`+L_zwI4egr>*U%+qRckn0p3;Y9C*jlg>SQ)GeT7lI-8?Xjg6RZW= zfev78&=GV3T|igR4Ri-RK`)R3eL!E(53COcfI(m|7y|OZFfbg91f#$hFcyph8-b0% zCSWtLIhX*p1e3sIuoajJwg%gP8DJ)u4YmdOU@q7W%m+Jw9l_3E7f=9p14W=1q(Lbt z2Nhr;s07uZ2J8+ppdK`U#b60o2KE4ZfxW@LU_WpGI1n5R4grUO!@-f@C~yoo790;w z04ITy!KvUha0WONoDI$a=YjLVh2SD^3Ahwo4z2)Kfvdr_;5u*vxDnh8ZUMJ}+rgdS zE^rUH7u*jX01ttO!K2_Y@C0}gJPn=!&w=N`i{K^j3V0Q~4&DH7fw#fC;63mG_z-*y zJ^`PB&%u}AEAS2Y7JLtW06&4B!LQ&q@CW!4{0;sAD{doL39JHE1+BqqV0EwtXbaW? z?Lh~y4(JFvgDzlQ&<*qeJwb1f0_%akpg&k237>OehM1Qvs(U>VpG>;?7#`-1(!0pK8TFgO$(295wnf}_DP;5cwR zI1!u#P64Na)4>_wEO0hB7n}z!02hLb!6o1_a5=aVTm`NH*MjT84d5nlGr0BtD7dGX zF|Z&EptWt=wr$(CZQI&*YrETS-K}lgwrykolbf7OzU02%I}ek=HtfJo?8YAK!+spZ zAsoR`9LEWq!fBkvIb6U+T*eh#!*$%mE!@Ff+{Xhv!eczeGrYh{yv7^6!+U(hCw#$I ze8&&`!fymB7eHVHMKFXwNQ6chghO~lL?lE(R76J%#6oPuMLZ-xLL^2KBtvqfL@J~~ zTBJt?WI|?SMKPUJ=&yu~|wz(;(>7ktBa z{KPN(L7?&h1VK;)M+k&MXoN*LL_kDDMifLtbi_m~#6eudM*<{5VkAW}q(DlfMjE6; zdSpZwbU;URMi+ELcl1Or^g&INl_#2Zk z71J;SGcg-;Fc0&w5R0$`OYsku<6o@AYOKLJtjB-Yh|So7ZP<>T*o8gVi~Tr&LpY41 zIEE8AiPJcPb2yKSxP&XXitD(6Teyw8xQ7RLh{t$>XLyd6c!f83i}(0|Pxy?l_=X?& ziQo8xz!d@rf?x=akO+k^2#fHDfJlgpsECFbh>6&UgLsIKgh+%WNQ&f0fmBG1v`B{x z$cW6yf^5i+oXCYd$cy|afI=vYq9}$ED2dW2gK{X3il~GtsEX>Sfm*1Ix~PW+Xo$vW zf@WxrmS}}GXp8pffKKR)uIPpy=!xFwgMR3bff$4#7>eN-fl(NZu^5L5_zRQpH>O}J zreg+XVK(Ms9u{CB7GnvP;UBEPzgUIUSc`Sofd8-wo3Rz!umd}>8+))1`*9G5a0Ewj z94BxJr*RhNZ~+%_8CP%(*KrfKa0hpB9}n;dkMR`G@B%OK8gK9p@9`0z@C9G-9Y633 zzY(Zn0D%z{!4Lu=5gK6-4&f0Ikq`w@5gjoQ3$YOw@sI!skr+vk49SrasgMR~kscY4 z37L@<*^mP{ksEoC5BX6Lg-`@VQ5+>u3Z+pNg4(-tqozMkc(H%X|3%$`7{V)InF&INI48t)Jqc8?zF&+~z5tA?(Q!owF zF%z>e2XiqW3$O@_u@uX&94oLAtFQ)Zu^t<+5u30DTd^HGunW7f7yEDk2XPoja16(B z5~pwmXK@}Ea0!=j71wYBH*p(xa1ZzK5RdQ#Pw^Zt@CvW-7Vq!@AMqJq@D1Pb6Tk2W zfhq+M1VIrTArK0o5ft+dSpN*WJXqG zLk{FbZsb8ez?CT`;n?%_Tj;t`(UDW2m6Ug0&~;vGKVBR=B`zTrE5;uroP zP}Kl}ASi+(1VSM+!Xg|ZAR;0o3Zfx8Vj>peATHt~0TLlGk|G&WASF^G4bmY!G9nYQ zAS<#X2XY}d@**D!pdbpP2#TRNN}?3Xpe)Lx0xF?0s-hZdpeAag4(g#k8ln-JpedT8 z1zMps+M*pgpd&h?3%a2@dZHKlpfCDk00v<&hGG~-U?fIk48~zR{=!83jmembX_$eT zn2kA@hxu5DMOcER_y^1JFIHkT)?gjh<3DV~W^BPWY{yRQ!XE6!ejLCd9L7-`!wHw#Z~Q^v zY5@d6Fa$?PghCjEMR-I&Bt%A3L_-Y3L~O)CJj6#rBtjA-MRKG-Dx^kQq(cT|L}p|` zHe^RmkIh035R6-S0MRn9bE!0L`)I$R_L}N5TGc-p_ zv_c!SMSFBWCv-+vbVCpHL~ry#KlH~y48jl$#c+(kD2&EfjKc){g-Q4uQ!o|NF$1$O z8*?!a3$PH2u>{NT4_4q`tio!n#X4-jf7pc0*otk~ft}cmJ=ll+IEX_yf}=Q&6F7y_ zIE!<*fQz_{E4YU1xQSc1gS)to2Y7_Xc#3CuftPrVH+YBl_=r#Vg0J|FANYme2vj|Q zzzB+92!W6YjW7s@@Q8>=h=Qnyju?oA*ocdGNPvV$j3h{g5jXcPQ{3wV*D1xFWjuI$^(kP2^sDO&7j4G&x>ZplYsDrwwj|OOj#%PLWXn~e! zjW%e9_UMRC=z^~3jvnZR-sp>d7=VEoj3F3?;TVZg7=y7Gj|rHFNtlc&n1<%FIE*7WhT}MiQ#gaO zIFAdsgv+>!Yq)`%xQ#owhx>SlM|gs#c#ao%h1YnCcldyh_>3?3hVS@^U-*MSH3A5N zpa_l-2!+rHi*Sg5h=`0Rh=%BhiCBn(xQLGgNQA^lieyNElt_&ifX8Vny8IBsE7J!h(>6Frf7~9Xoc2j zi+1RMj_8ao=!Wj-iC*Y~zUYqu7=*zXieVUmkr<6J7>Dur3ls4-CSxk5VFqSmHs)X+ z=3^liVF{MvA1ueeSc%nGgLPPs|F998u?5?(9XqiLd$1S#aR7&K7)NmoCvXy{aR%pb z9v5*5S8x^AaRaw-8+UOJ5AYC=@dVHC953+-Z}1lH@d2Ok8DH@YKkyU3@dtrx1`q_n z5F8;93Skfy;Sm9m5E)Ss4KWZCu@MLH5FZJV2uY9>$&mu7kQ!-`4jGUUnUMwAkR3UZ z3we+i`B4CcP#8r~3?)z!rBMduP#zUg2~|)P)lmbrP#bko4-L=|jnM?n&>St%3T@C9 z?a=|9&>3CP4L#5kz0n8#&>sUa2tzOw!!ZJ*FdAbq4ioSfCgE>P!BkAg49vo8%*8w` zz(Op>5-h_%Sb=}B3ahae>#za;VG}lEE4E<=c49a7U?2A5AP(UOj^a2@;1o{dEY9Hq zF5)t-;2N&uCT`&l?&3Zk;1M3HIVm=mN z5f)=9mSH(oU?o;z4c1~kHee$*VGFimJ9c0fc4II0;Q$WeFpl6Dj^iXw;SA2=JTBl8 zF5@b$;RbHvHtyga?&BdI;R&ANIbPruUgIs^;R8P6Grr&(zT+o;;SU1U4j>4EA~-@I z6hb2`!XW}8A~K>N8lod6Vj&LVB0drz5fURQk|70BA~n(=9nvEsG9e4HB0F**7jh#n z@}U3c7LN}&wOqC6^~5-OuAs-XsIqBiQF9_phZ8lefAqB&Zi6dZ7>cqCW;;5C&r?hG7IoVl>8J9LD1>OvK-qjH#H08JLOLn1gwkkA+x- zC0L4oupIwlC01h%)?q#V!$xez7Hq?I?8GkY!Cvgg0UW|%9K|u5z)76O8Jxp;T*M_@ z!Bt$x4cx+Q+{HaSz(YL76FkFnyu>TK!CSn?2YkY3e8o5Xz)$?f9|W!wKoA5&aD+rC zgh5z@M+8JdWJEGZlfmn!*xQK@YNQlHpf@DaJlt_g%NQ?ByfK14YtjLBO$cfy@gM7%3 zf+&O{D2n1Jfl?@qvM7fNsEEp_f@-Lany7_3sEhh&fJSJHrf7y1Xo=QngLY_-j_8Cg z=!)*>fnMm1zUYSm7>L0bf?*hrkr;(B7>n_kfQgud$(Vv^n2wp4g*lju`B;EOSd67u zhUHj+l~{!}Sc~-mbZ@gEK+8`yiZ){lwqZMVVi)#cFZSaA4&gA4;uucgBu?WD&fz>R z;u5alDz4)OZs9iW;vOF0As*uip5ZxO;uYTDE#Bh;KH)RI;v0V8Cw}7(0@n*52!bIv zLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os`5+V_jASsd~1yUh3(jpx)AR{s(3$h_Qav~S< zATRQx01BZnilP`wpd?D849cNADxwmqpem}P25O-;>Y^SRpdlKg37VlfTA~%&pe@>? z13IBIx}qC;peK5x5Bi}$24WC~U?_%T1V&*r#$p^M;4e(V-!w&4kZtTH6?8iYI!Vw(Bah$*@oW@z4!v$Q# zWn95ET*pn^!X4bjeLTP;JjPQz!wbB`YrMfbyvIj;!WVqS_W-)L`4OO}WO+h8T#6*ocF8h>wIwgd|9cgh7u@=(kO#+D36M$ges_t>ZpNQsExX)hX!bf#%O|O zXpWX>g*Ir5_UM34=!~xDh92mN-sppV=#POIgdrG;;TVBY7>%(QhY9!#lkhjDU@E3# z24-P4=3*WeU?CP`36|j>tiZomh1FP#b=ZLaunC*772B`_JFy#kun+rj5QlICM{yh{ za0;h!7UysQ7jYR^a1GaS6Sr^&cX1yN@Cc9b6wmMiFYy|0@DA_s5ufk{U-2D3@C&~Y zs6haM5fs4?0wEC^VGs`C5fPCP1yK&4bTXU(G<a054S8+ULI_wf*q@B~ls953(+ukjY|@Btt38DH=X-|-W_@CSh! z1`q^65gZ{93ZW4e;Sd245gAbs4bc%3u@DDw5g!SV2#Jvt$&dmmks4``4(X8*nUDop zksUdZ3%QXO`A`4_Q5Z!~48>6rrBDWCQ63dg36)V5)ldU9Q5$to5B1RyjnD*5(Ht$% z3a!x=?a%=o(HULP4c*Zbz0e1J(H{da2!k;c!!QCPF&bkq4&(6`CgN{Q##Bth49vuA z%)va&$3iT^5-i0(SdM?O605NW>#!dGVIwwU3$|f9c48OyU@!LL01n|Wj^Y?j;3Q7t z49?*^F5(id;3}@;25#Xt?&2OE;2|F437+9OUg8zr;4R+c13uw1zTz8x;3t0L4+1v| zAP9mXI6@*6!XPZdBLX5JGNK|HVjw1BBM#yrJ`y4kk{~IPBLz|+HPRv-G9V)|BMY)2 zJ8~iy@*pqrqW}t_Fp8oWN}wc4qYTQSJSw6Rs-P;WqXufBHtM1t8lWK>qY0X!Ia&tL zy-lkCwa;xt?a&?_(FtA972VMTz0ezd(GLSK5Q8xU!!R5pF$!Za7UMAi6EO*sF$L2w z9WyZtb1)b4u>gy(7)!AX%drA0u?lOj7VEJA8?gynuoc^}1G}&rd$A7(a1e)a1jle3 zCvggAa2Drr0he$YS8)wDa1*z22lsFv5Ag_3@D$JS0f);Kk*BH z5U6ngK@b$d5dxtQ8etI*5fBlP5e3l@9WfCLaS#{rkpPL17)g-~DUcGWkp}6I9vP7d zS&$XkkpsDq8+nlr1yB%$Q3S9)DpX{>EfX#Wc*o zOw7g{%)@*v#3C%gQv8GE_!ld&8f&l)>+v5pVl%d28@6L7c3}_pVm}Vx5Dw!gj^PAO z;xx|S9M0n+F5wEU;yP~N7H;D%?%@F*;xV4!8J^=MUf~Vi;ypg#6F%cBzTpRc;y3;v zaFYOnAQ*xpBtjt!!Xi8(AQB=YDxx6LwhGIBIU=&7UEXH91{=y{ujVYLl>6n38 zn2ouZhXq)O#aM!6_y;TSFIHhS)?ytt;6H4_W^Bba?7&X!#vbg$ejLOh9Klf>#|fOm zX`ID5T);(K#uZ${b=<@)+`(Pk#{)dVV?4z(yueGm#v8oDdwj$ve8E?I#}E9%Zv<)@ zKwtz#FoZxzghm*ILwH0)Bt$_}L`Mw7LTtoEJS0FuBt{Y>Lvo})JFp}LSr;VGqgZU zv_>1WLwj^YCv-tqbVm>LLT~g%KMcS?48{-)!*GnmD2%~ajK>5_#3W3{6imZ(%)~6r z!CcJ80xZH}EX6V`#|o^(Dy+d;tj7jy#3pRPR&2)(?80vB#XcOsK^(>r9K&&(#3`J? zS)9iOT*75s#Wmc(P29#E+{1l5#3MYxQ#{8Dyuxd|#XEe!M|{Q?e8YGA#4r3opk@IC zK~Mxo2!ujtghe<+Ktx1F6huRG#6&E_L0rT~0wh9WBtvVs{Dq158h7&l6(>Q~3 zIFF0Cge$m;>$rhixQ)BGhX;6w$9RHgc#fBNg*SMM_xONM_>8akh9CHe-}r;T%>xL6 zUY{-tB z$b~$}i~J~nLMV))D25U!iP9*8aww0AsDvu0it4C=TBwb>sD}n5b?3zP6SreG?jV+LknHs)d; z7GNP3V+oewAFRN?ScTPCi*?w5|F8+0u@&2}13R%Bd$14taS(@a1V?ckCvXajP&;?!59X-$sz0nu_FaQHF7(*}&!!Z)0Fa~2W9uqJTlQ0=mFb&f&6SFV}b1@$a zun3E>6w9z2E3gu)um)?f9viR`o3I62u^l_G3%juw`)~jUaTrH%499U2r*H;maUK_N z372sd*Kh+jaT|AV5BKp9kMIOf@fbRDUlj!kPhjQ5t)z$S&C1yLA9Pz=RU5~WZEWlJTBrA zuHY)J;|6ZwHtymc9^fG!;|ZSOIbPxw-rz0X;{!h7Grr;*e&8p5;|~J23LprAAvi)J z6v7}Z!XpAAAu^&O8e$+OVj~XXAwCi!5t1M&k|PCDAvMw>9Wo#zG9wGJAvp)iV~7)qcdN}~+Qp*$+05~`pos-p&Kp*HHG9vYw_8lwrCp*dQj722RJ+M@$H zp)fQ49$ zC0K@kumb;L6;@*{)?oww!zOITR&2u#?8I*D!9MKAK^(#n9K~^*z$u)@S)9WKT*PHu z!8KgRP29pA+{Jx7z#}}yQ#`{9yu@p~!8^RiM|{E;e8qSCz%Tqppw>MqI>00whFYBtbGHM@pnZ8l**fWI!flMpk4)4&+2`vbuOu$4;!emUrG)%`#%)%VZ#e6KlA}q#I zEW>iFz)Gyb8mz^7Y`{ir!WL}BcI?0|?8aW~!vP$`VI09R9LGtV!Wo>!d0fCHT*g&g z!wuZTZQQ{<+{Z&a!V^5jbG*PSyvAF+!v}oCXMDjoe8*4x!XE^jfR7465gZ{93ZW4e z;Sd245gAbs4bc%3u@DDw5g!SV2#Jvt$&dmmks4``4(X8*nUDopksUdZ3%QXO`A`4_ zQ5Z!~48>6rrBDWCQ63dg36)V5)ldU9Q5$to5B1RyjnD*5(Ht$%3a!x=?a%=o(HULP z4c*Zbz0e1J(H{da2!k;c!!QCPF&bkq4&(6`CgN{Q##Bth49vuA%)va&$3iT^5-i0( zSdM?O605NW>#!dGVIwwU3$|f9c48OyU@!LL01n|Wj^Y?j;3Q7t49?*^F5(id;3}@; z25#Xt?&2OE;2|F437+9OUg8zr;4R+c13uw1zTz8x;3t0L4+6IhAP9mXI6@*6!XPZd zBLX5JGNK|HVjw1BBM#yrJ`y4kk{~IPBLz|+HPRv-G9V)|BMY)2J8~iy@*pqrqW}t_ zFp8oWN}wc4qYTQSJSw6Rs-P;WqXufBHtM1t8lWK>qY0X!Ia;C>+Mq4kqXRmjGrFQ1 zdY~tIqYwI_KL%nDhF~a$V+2NFG{#~aCg3kj!rz#JshEx#n1$Jxi+Napg;zaR%0#JVFUidCTzx5Y{L%h#BS`tKJ3Rq9KsPC#c`a#DV)YxoWliN#ARH;HC)F{ z+`=8)#eF=$BRs}aJi`mT#B034JG{q7e8Lxe#drL`FZ@QJb^!!NPy|B=ghXhBK{$j* zL_|UqL`8JOKrF;YT*N~HBt+r>0``_BQ71!kq(myDL0Y6o24q5JWJNaQKu+XF9^^xQ z6ht8uK~WS(36w%&)J7fDLwz(vBQ!x%G)D`xLTj`|J9I!tbVe6+ zLwEEX;I;_Wk*oe*8f^FE2o!Esv*o*x*fI~Qpqd0~WIEm9ZgL62Ki@1aEbZ_$~Km*l*I|M{Q5ey*^ z5}^?W;Se4X5eZQc710p`u@D<^5f2HF5Q&il$&ef=kqT*$7U_`znUEP-kqtSJ6Sgy( z7)!AX%drA0u?lOj7VEJA8?gynuoc^}1G}&rd$A7(a1e)a1jle3CvggAa2Drr0he$Y zS8)wDa1*z22lsFv5Ag_3@D$JS0f);Kk*BH5U67SK@b$d5dxtQ z8etI*5fBlP5e3l@9WfCLaS#{rkpPL17)g-~DUcGWkp}6I9vP7dS&$XkkpsDq8+nlr z1yB%$Q3S9)DpX{>EfX#Wc*oOw7g{%)@*v#3C%g zQv8GE_!ld&8f&l)>+v5pVl%d28@6L7c3}_pVm}Vx5Dw!gj^PAO;xx|S9M0n+F5wEU z;yP~N7H;D%?%@F*;xV4!8J^=MUf~Vi;ypg#6F%cBzTpRc;y3;vaHjx*AQ*xpBtjt! z!Xi8(AQB=YDxx6LwhGIBIU=&7UEXH91{=y{ujVYLl>6n38n2ouZhXq)O#aM!6 z_y;TSFIHhS)?ytt;6H4_W^Bba?7&X!#vbg$ejLOh9Klf>#|fOmX`ID5T);(K#uZ${ zb=<@)+`(Pk#{)dVV?4z(yueGm#v8oDdwj$ve8E?I#}E9%Zv^TbKwtz#FoZxzghm*I zLwH0)Bt$_}L`Mw7LTtoEJS0FuBt{Y>Lvo})JFp}LSr;VGqgZUv_>1WLwj^YCv-tq zbVm>LLT~g%KMcS?48{-)!*GnmD2%~ajK>5_#3W3{6imZ(%)~6r!CcJ80xZH}EX6V` z#|o^(Dy+d;tj7jy#3pRPR&2)(?80vB#XcOsK^(>r9K&&(#3`J?S)9iOT*75s#Wmc( zP29#E+{1l5#3MYxQ#{8Dyuxd|#XEe!M|{Q?e8YGA#4r3ope_LfK~Mxo2!ujtghe<+ zKtx1F6huRG#6&E_L0rT~0wh9WBtvVs{Dq158h7&l6(>Q~3IFF0Cge$m;>$rhi zxQ)BGhX;6w$9RHgc#fBNg*SMM_xONM_>8akh9CHe-}r;TT>}V$UY{-tB$b~$}i~J~nLMV)) zD25U!iP9*8aww0AsDvu0it4C=TBwb>sD}n5b?3zP6SreG?jV+LknHs)d;7GNP3V+oewAFRN? zScTPCi*?w5|F8+0u@&2}13R%Bd$14taS(@a1V?ckCvXajP&;?!59X-$s zz0nu_FaQHF7(*}&!!Z)0Fa~2W9uqJTlQ0=mFb&f&6SFV}b1@$aun3E>6w9z2E3gu) zum)?f9viR`o3I62u^l_G3%juw`)~jUaTrH%499U2r*H;maUK_N372sd*Kh+jaT|AV z5BKp9kMIOf@fbRDUlj!kPhjQ5t)z$S&C1yLA9Pz=RU z5~WZEWlJTBrAuHY)J;|6ZwHtymc z9^fG!;|ZSOIbPxw-rz0X;{!h7Grr;*e&8p5;|~J&2p|Z8Avi)J6v7}Z!XpAAAu^&O z8e$+OVj~XXAwCi!5t1M&k|PCDAvMw>9Wo#zG9wGJAvp)iV~7)qcd zN}~+Qp*$+05~`pos-p&Kp*HHG9vYw_8lwrCp*dQj722RJ+M@$Hp)fQ49$C0K@kumb;L6;@*{ z)?oww!zOITR&2u#?8I*D!9MKAK^(#n9K~^*z$u)@S)9WKT*PHu!8KgRP29pA+{Jx7 zz#}}yQ#`{9yu@p~!8^RiM|{E;e8qSCz%Tqppq>E)Mo>MqI>00whFYBtbGHM@pnZ8l**fWI!flMpk4)4&+2`vbuOu$4;!emUrG)%`#%)%VZ#e6KlA}q#IEW>iFz)Gyb8mz^7 zY`{ir!WL}BcI?0|?8aW~!vP$`VI09R9LGtV!Wo>!d0fCHT*g&g!wuZTZQQ{<+{Z&a z!V^5jbG*PSyvAF+!v}oCXMDjoe8*4x!XE_c6+jRKMR0^bD1=5>ghK>GL}WxkG(<;C z#6ldzMSLVcA|ysqBtr_ML~5i#I;2NNWI`5XMRw#sF62gDMSl#y zAPmM(48sVF#AuAcIE=?%n25hI8B;M0GcXggF$eQ79}BSvORyCGU^)K9O032jtiyWz zhmF{bE!c+b*oj@(gT2^~12}}kIErI9fs;6mGdPFyxQI)*f~&ZW8@PqrxQlyufQNXD zCwPYEc!^hdgSU8(5BP-7_=<1%fuHz|KM34AfFKBl;0TFO2!pT)j|hl_$cTz)h=G`h zjW~#h_(+IENP?tDjuc3R)JThT$bgKreZo~U>0U$F6LnY7Gg1$U>W|w3jB*zSdFzI?~h>LhgfP_elBuIwjNQqQPgS1GG49JAc$ck*pft<*VJjjRqD2PHRf}$vn5-5ez zD2sBafQqP$DyW9)sEJyrgSx1X255xFXo_ZNftF~EHfV?T=!j0}g0AR}9_WSM=!Q9BgRvNo37CjUn2afyhUu7zS(t;ln2!ZmgvD5jWmt|CScz3wgSA+X z4cLfH*n+Ltjvd&A-PntLIDmsVj3YRP<2Z>^ID@k|j|;ej%eabbxPhCvjXSu9`*?^) zc!H;Rju&`^*LaI}_<)c2j4$|x@A!#d_=7-w0|R$RhUkci zScrqTh>rwFgv3aSWJrOONR2c|hxEvZOvr+)$c`Myh1|%Cd?)lax~HZwi~tItv2EM7ZQFL5G)|KyjcwbuZQHhO+x^ZyoVjy&Der%*p8jp zg+17d{WyR_IEh7&l6(>Q~3IFF0Cge$m;>$rhixQ)BGhX;6w$9RHgc#fBNg*SMM z_xONM_>8akh9CHe-}r;TJp%}WUY{-tB$b~$}i~J~nLMV))D25U!iP9*8aww0AsDvu0it4C= zTBwb>sD}n z3ZpR=<1hgeF&R@Z4bw3bvoHs9F&_)C2#c{4%di3~u^MZz4(qWIo3I62u^l_G3%juw z`)~jUaTrH%499U2r*H;maUK_N372sd*Kh+jaT|AV5BKp9kMIOf@fbR zDUlj!kPhjQ5t)z$S&C1yLA9Pz=RU5~WZEWlv`0sD!awMOf6)#9p$B@QH~OL<24EltV+e*}I7VU= z#$YVQV*(~&GNxi0W?&{}V-DtFJ{DpTmS8ECV+B@WHP&JsHee$*V+*!nJ9c6h_Fyme z;{XofFplCFPT(X?;|$K>JTBrAuHY)J;|6ZwHtymc9^fG!;|ZSOIbPxw-rz0X;{!h7 zGrr;*e&8p5;|~J&2_Oi9Avi)J6v7}Z!XpAAAu^&O8e$+OVj~XXAwCi!5t1M&k|PCD zAvMw>9Wo#zG9wGJAvp)iV~7)qcdN}~+Qp*$+05~`pos-p&Kp*HHG z9vYw_8lwrCp*dROFSN$rXp45}fR5;lf6x{GqC5UWPxL|`^hJLRz#t69Pz=KejKpY+ z!8nY^L`=dIOvQA}z%0zhT+G7)EW~0g!7?nzO02>fti^h4z$R?QR&2u#?8I*D!9MKA zK^(#n9K~^*z$u)@S)9WKT*PHu!8KgRP29pA+{Jx7z#}}yQ#`{9yu@p~!8^RiM|{E; ze8qSCz%TqppuPbFMo>MqI>00whFYBtbGHM@pnZ z8l**fWI!flMpk4)4&+2`1WMSFBWCv-*^bVWCGM-TKwZ}dSw^v6I9!VnC_aE!nxjK)}u z!vsvkWK6*{Ovg;j!W_)Sd@R5sEXGnS!wRg#YOKLJtj9)d!WL}BcI?0|?8aW~!vP$` zVI09R9LGtV!Wo>!d0fCHT*g&g!wuZTZQQ{<+{Z&a!V^5jbG*PSyvAF+!v}oCXMDjo ze8*4x!XE_c7eEjMMR0^bD1=5>ghK>GL}WxkG(<;C#6ldzMSLVcA|ysqBtr_ML~5i# zI;2NNWI`5XMRw#sF62gDQ9BgRvNo z37CY*n2Kqbfti?%Ihcp}ScpYff~8oF6DZEE!v?2I-)cFL09~X?)VQq(F=Xh7yU5+gD@CFF$^Ox5~DE&<1ii* zF$q&J71J>TvoITTF%Ju{5R0({%di|Pu?lOj7VEJAo3I&Mu?;)06T7ho`>-DeaR^6n z6vuG_r*Il)aSj)75tnfV*Ki#-aSL~F7x(c1kMI~z@eD8U60h+F@9-WU@d;n>72oj# zzwjG@1_TfoK@kig5E7vg2H_AM5fKSd5Eao81F;YraS;y*kPwNH1j&#bDUk|kkQV8Y z0hy2)S&c0;NzIWl;_lP!W|;1=Ua;HBk$7P#5*l0FBTX zP03CO72VJsJF#@A78e=gI6EG2z zF$L2w9WyZtb1)b4u>gy(7)!AXE3gu)u?Fj~9viU-rX8+)-22XGLFaRkS3 z94B!KXK)thaRHZb8CP))H*gcTaR>Ks9}n>ePw*7a@dB^#8gKCqAMg>M@de-T9Y664 ze-LP306`EG!4U$X5E@|-4iOL$kr4&a5FIfQ3vmz^@sR+DkQhmk3@MNjsgVZhkRBP4 z30aU8*^vXekQ;fC4+T&Vg;4~>P#h&u3T03hJsDBt~Hj#$r4sU=k){ zDyCruW@0wxU>@dUAr@f?mSQzlE!JTJHexfjU>mk$Cw5^E_F_K{;1CYuD30L- zPU1Aq;2h55A}-+yuHrgw;1+J37f*=@zBP2p048kHjA|MhXBPyaH24W&M;vgR4BOwwY36df?QXmylBQ4S)12Q5r zvLG9>BPVhp5Aq^E3ZM`QqbQ1@1WKYb%Ag#|qarGy3aX+yYM>Tsqb};90UDw)nxGk) zqb2@AYy6G2Xon5~1T5k@%AN5Ky5e7S$A9RFUg(3q=#K#yguxh!VHkmt7>zL)hw+$* zNtlAEn2s5kh1r;kd02pjSd1lDhUHj^Rak?ySdR_Zgw5EBZPVATeyR}xQ_>TgvWS_XLx~^c#SuBhxho1Pxykb_>Ld= zh2ID?IDo(iieLzVkO+-12#4^9h)9TnsECdjh=tgQi+D(Ygh-4eNQUG{iBw2~v`CK( z$b`(uifqV%oXCwl$cOwWh(aiWq9~3MD237}i*l%dil~e#sD|pOiCUGd_f}t3W5g3Kh7>jY3fQgul zDVT=on2A}KgSnWG1z3c|Sc+v>ft6T|HCTuB*oaNog00w&9oU84*o%EQfP*-UBRGcR zIEhm@gR?k~3%G>KxQc7Ift$FEJGh7Yc!)=Mf~R5EHQx2k{Ue36Tg%kQB+00;!N1X^{>YkP(@Y z1=)}tIgtx_kQez;0EJK(MNteTP!gq42IWv56;TOQP!-it1GP{abx{uu&=8H$1kKPK zE%6sx<8QP@J9I!tbjCmEiht1^|Dh*(p%40^KL%hB24g6OVFX5EG{#^Y#$zHTVG5>V zI%Z%NW@9eqVF4CmF_vH%mSZJWVGY(|JvLxd0F#0R3LMC3y;-#t+pq&Wu^W4^5BqTt zhj0W(aU3Ub3a4=v=WqcRaT!-|4cBoKw{Qn{aUT!x2#@g;&+q~-@fvUN4)5_1pYR1= z@f|<#3%?O)SO9?$6u}SzArTs35DwuH5s?rDQ4t+65DT#p7x9n)36U5{kPOL@5~+{| zX^|cokO`TQ71@vjIguNAkPrD$5QR_#MNu3jPzt3{7UfU@6;T;gPz}{l6SYtWbx|J; z&e2XiqW3$O@_u@uX&0xPi^Yp@RMu@RfF1zWKlJFpA8u^0Pr00(gx zM{o?saT2F+24`^|7jOxeaTV8a12=IScW@8)@eq&j1W)lCFYpSl@fPp!0Uz-hU+@jz z@e{xB2Z4qM5ClOH93c=2p%E705CIVp8Bq`o(Ge4|5C?G)9|@2MiIEh^kOC=@8flOY z>5&nckOf(h9XXH-xsez7Pyhu{7)4MF#ZeNaPzGgD9u-gtl~EPdPy;nl8+A|*_0bTG z&;(7<94+t{TH$ZBK|8cZM|8qJ=z@RI4gaABdZ9P^q8|oeAO>RyhG95HVid+;EXHF3 zCSfwBVj5;(CT3#}=3zb-ViA^LDVAdeR$(>PVjVVMBQ|3TwqZMVVi)#cFZSaA4&gA4 z;uucgBu?WD&fz>R;u5alDz4)OZs9iW;vOF0As*uip5ZxO;uYTDE#Bh;KH)RI;v0V8 zCw}7(0*?qF2!bIvLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os`5+V_jASsd~1yUh3(jpx) zAR{s(3$h_Qav~SY^SRpdlKg z37VlfTH-IX#@}d*cIbeP=!}2R75}0;{zFgnLLc-+e+!w&4kZtTH6?8iYI!Vw(B zah$*@oW@z4!v$Q#Wn95ET*pn^!X4bjeLTP;JjPQz!wbB`YrMfbyvIj;!WVqScl^LF z{6?UW0R%=+1VadfL}-LTID|(;L_!oqMRdeKEW}1!#6tokL}DaCG9*Vzq(T~`MS5gF zCS*odWJ3<*L~i6kKIBJ16haXcMRAlsDU?Q8ltTqnL}gS#HB?7U)IuH9MSV0tBQ!=+ zG(!utL@TsL8?;4xbU-I`Mi+ENH*`l2^h9s;K|l1zKn%hV48?Gaz$lEySd7C2OvGeN z!8AN9!7&`i zNu0tNoW*%uz$IM9Rb0aj+{A6%!9Co^Lp;J0JjHXoz$?7QTfD;ue8gvb!8d%zPyE6k z1R51U5ClbVgg_{SMp%SH1Vlt+L_st}M@+;*9K=O@BtRl0Mp7h03Zz78q(M5QM@D2q z7Gy1T?a&?_(Fy;c3;snn{D&Ush2H3kei(p(7>pqphT#~AQ5b`<7>@~p46 zIE^znhx53IOSpooxQ-jRh1DgZ zJUW0N2!`MYiBJfGun3O`h=j<9ifD*|n23!yh==${h(t(&q)3hwNQKl$i*(3QbD2MW>h)Sq}s;G_{sD;|7i+X5)hG>i?Xolu! ziNDYqf1@qhp#wUiGyXwW{EP1R4?WQfeb5*EF#v-w7(+1(BQO%9F$Uu>9uqMMQ!o|N zF$1$O8*?!a3$PH2u>{Mo94oO3Yp@pUu>qT~8C$UpJFpYGu?PFG9|v&=M{pF!aRR4s z8fS417jO}maRt|K9XD|ccW@W?@c@tT7*FvGFYpqt@doek9v|@uU+@**@dLl`8-d0I z5Ewxb3?UE_p%Dh*5FQZ`2~iLg(Gdf&5F2q34+)SEiID`!kQ^zI3TcoQ>5&1MkQrH# z4LOh#xseC?kRJt62t`m7#ZdyKP#R@X4i!)ll~D!NP#rZ<3w2Nz_0a&0&=^h83@y+S ztcO{6TQ&~{m>r+F$hC26vHtBqc9p{F%A#!ahu?btS72B}`yRaL3u@47u5QlLD$8a1caSCT} z7UyvRmv9+ZaSb4F%b)K5Et>00Ev(oNs$aGkP@kp2I-I<8IcKDkQLdH z1G$hJd65qVP!NSt1jSGsB~c1xP!{D;0hLf0RZ$H!P!qLL2lY@N4bccq&=k$l0)L?u z{ze$eI&R<=ZsRWQ;Q=1vF`nQVp5rB6;SJv6JwD(QKI1FC;Rk-=H~t{-xB!A6 z7=j}tLLm&oB0M4>5+Wliq9F!iA~xb69^xY*5+MnaA~{kZRR96gxYTl5q(cT|L}p|` zHe^RmkIh035R6-S0MRn9bE!0L`)I$R_L}N5TGc-p_ z{Ds!|8*R}J9ncY-@ejJZ#Sfsq)EF&KyOn21T3f~lB} z8JLCHn2UK>fQ49$C0K^#Scz3wgSA+X4cLUu*otk~ft}cmJ=ll+IEX_yf}=Q&6F7y_ zIE!<*fQz_{E4YU1xQSc1gS)to2Y7_Xc#3CuftPrVH+YBl_=r#Vg0J|FANYme2sA!` zzzB+92!W6YjW7s@@Q8>=h=Qnyju?oA*ocdGNPvV$j3h{g5jXcPQ{3wV*D1xFWjuI$^(kP2^sDO&7j4G&x>ZplYsDrwwj|OOj#%PLWXn~e! zh1O_;wrGzI=!DMbg0AR>?&yJ@=#4(;hyECdK^TIe7>*Gbh0z#`ahQOKn2afyhUu7z zS(t;ln2!ZmgvD5jWmtigSdBGUhxOQqP1u61*p408h27YTeK>%FIE*7WhT}MiQ#gaO zIFAdsgv+>!Yq)`%xQ#owhx>SlM|gs#c#ao%h1YnCcldyh_>3?3hVS@^U-*MS69Nc= zpa_l-2!+rHi*Sg5h=`0Rh=%BhiCBn(xQLGgNQA^lieyNElt_&B7M*2M$#pLj`CX_P@Zlt)EWLKRd+b<{vD)J9#@LjyEKV>CfC zG)GJPh1U2RZP5-L&=H;S54z%CbjN?_iC*Y~zUYqu7=*zXieVUmkr<6J7>Dtgh)I}& zshEx#n1$Jxi+Napg;I?~h>LhgfP_elBuIwjNQqQPgS1GG49JAc z$ck*pft<*VJjjRqD2PHRf}$vn5-5ezD2sBafQqP$DyW9)sEJyrgSx1X255xFXo_ZN zftF~6)@XyaXpau)gwE)KuIPsD=z*T-jXvmy{uqcs7=ob~ju9Az(HM(yn1G3xj47Cg z>6nRGn1i{Pj|EtS#aN1ESb>#TjWt+@_1K6_*n+Ltjvd&A-PntLIDmsVj3YRP<2Z>^ zID@k|j|;ej%eabbxPhCvjXSu9`*?^)c!H;Rju&`^*LaI}_<)c2j4$|x@A!#d_=7-` z0tkYj2#yd4h0q9#aEO42h>R$RhUkciScrqTh>rwFgv3aSWJrOONR2c|hxEvZOvr+) z$c`Myh1|%Cd?6 z3$5@s+MpfUqa!-uA9TUL=!XB$1HI52ebEmCFc5<=1j8^KBQXkNFc#x60h2HpQ!x!Q zFcY&e2lFr=3$X}GuoTO&0;{kZYq1U+uo0WF1>3M4JFyFUuowGr0EciGM{x`%a1y6+ z2Ip`d7jX$!a23~a1GjJ+cX1C7@DPvj1kdmsFYyX*@D}g!0iW<0U-1n;@DsoB2Z1LC z5Cp*x93c@3VGtJK5do198Bq}pF%T265eM-Q9|@5NNstuDkpiiZ8flRZ8ITc~kpQd7)4PGB~TKjQ3mBu9u-juRZtbxQ3JJ58+B0+4bTvc(FD!V94+w| zTH|lDMLTprM|8$N=!$>Q9si*xdZ7>cqCW;;5C&r?hG7IoVl>8J9L8fJCSeMuVmfAE z7G`5E=3xOAVlkFr8J1%uR$&d+Vm&rs6E`(jq-FAQLhpE3zR6 zaw0eKARqFhAPS)filR75pcG1@EXtt*Dxxx~pc<;9CTgJ$>Y_dxpb;9QDVm`LTA~$N zqYc`kJvyKhI-?7^q8qxS2YRA6`k){BV;}}$2!>)fMqm_1V=TsD0w!WIreGSTVBFV=wmM01o0Xj^G%M<0MYu49?;_ zF5nU_<0`J<25#au?%*Eo;~^g537+CPUf>m8<1OCd13uz2zTg|a<0pRM4+2dMAP9mY zI6@#4LL)4~Ap#;IGNK?Fq9Z0^Ar9gqJ`x}i5+f;+Aq7$*HPRp*(jy}>Aq%o1J8~cw zaw9MDp#Tb^Fp8iUilZb-p$y8RJSw0PDx)f@p$2NAHtL`r>Z2hVp$VFzIa=T^w8GzL zgLY_-j_8Dc&;|dZ8~#HN^g?g+ML!I{Kn%tZ48w4Y#3+oxSd7O6Ou}SL#Wc*oOw7g{ z%)@*v#3C%gQY^;`tio!n#X4-jMr_6wY{Pc!#4hZ?UhKyK9KvB7#W9?~Nu0(RoWprs z#3fw8Rb0mn+`?_##XUU0Lp;V4Ji~Lm#4EhPTfD~ye8OjZ#W(!GPyEIo1fCW^5ClVT zghVKWL0E)G1Vln)L`5{jKup9&9K=I>Bt#-4K~f|~3Zz16q(wSpKt^On7Gy(qo4b(zy)I~isKtnV}6Es6}w8UR%jlauD9h7lNv(HMhq7>|jVgejPc>6n38n2ouZ zhXq)O#aM!6SdNugg*8}<_1J(-*o>{%h8@_6-PnVD*pGuagd;eL<2Zp+IE}M7hYPrf z%eaDTxQ?5+g*&*5`*?syc#Nlbh8K8=*LZ_>c#n_xgfIAt@A!dV_>Dl*0|<{ ziO>jxa0rixh=eGJis*=eScr|dh=&A7h{Q;OWJr#bNQE>=i}c8VOvsF^$c7xqiQLG8 ze8`W2D1;&?isC4NQYekGD2EEDh{~vfYN(EysD(PHi~4AQMre$tXoePOiB@QhHfW3X z=zvb>j4tSkZs?94=!xFwgMR3bff$4#7>eN-fl(NZu^5L5n25=kf@zqJnV5w+n2Y&X zfJIo0rC5d)Sc%nGgLPPsjo5@O*oy7gfnC^*z1W8XIEceIf@3(2lQ@MlIE(YRfJ?ZH ztGI?6xQW}igL}A-hj@f1c#7wEfme8qw|IvS_=wN=f^YbapZJA82s9&rAP9=!2!T)t zjj#xZ2#AQth=OQ{j+lsrIEah*NPt90jHF106iA8GNP~1pkBrEKEXa!N$bnqQjl9T* z0w{>WD1u@rj*=*aGAN7ksDMhSjH;-H8mNidsDpZ_kA`T3CTNQ0Xo0`b3V)*w+Mzu< zq7(i>7yOHE_zykM3%$`7{V)InF&INI48t)Jqc8?zF&+~z36n7u(=Y=wF&lF*5A(4Q zi?9Ssu^cO~3ahae>#zYEu^C&i4coC3yRZj)u^$I;2#0YL$8Z8CaT;fE4(D+Zmv9AF zaUC~s3%79>_wWD@@fc6=4A1crukZ$M@g5)W37_#5-|z!J@f&{-cxC`W5DdW)5}^iB~cn>P!8o$5tUE{RZ$%^Pz$wD7xmBp4bd1)&xVV-NOWKMvv$j^HSc;{;COG|u82F5n_A;|i|f zI&R_??%*!&;{hJwF`nWXUf?BO;|<>7JwDHv-KHATWX=7(yTZ1V~p)s1G8CswvTA?-Cpe@>?13IBI zx}Yn%p*wn@Cwij~`k_AtVi1O4D28JMMqxC@VjL!5A|_)BreQi}Vix9LF6Lta7GW`# zVi{IoC01h%)?qz1ViUGtE4E_?c40U6Vjm9RAP(aQj^Q{?;uOx{EY9NsF5xn+;u>z? zCT`;n?%_Tj;t`(UDW2m6Ug0&~;vGKVBR=B`zTrE5;uroP(Ch$$ASi+(1VSM+!Xg|Z zAR;0o3Zfx8Vj>peATHt~0TLlGk|G&WASF^G4bmY!G9nYQAS<#X2XY}d@**D!pdbpP z2#TRNN}?3Xpe)Lx0xF?0s-hZdpeAag4(g#k8ln-JpedT81^z-S{EaqfhxX`*PWT61 z@GrXIKlDH^^hRIw!vGA#U<|=9497@}!WfLjcuc?~OvY49!wk&CY|Ozt%*R43!V)aS za;(5Atj1cb!v<``W^BPWY{yRQ!XE6!ejLCd9L7-`!wHw#?*IZO;(z48a{>s0UY{-tB$b~$}i~J~n zLMV))D25U!iP9*8aww0AsDvu0it4C=TBwb>sD}n3ZpR=<1hgeF&R@Z4bw3bvoHs9F&_)C2#c{4 z%di3~u^MZz4(qWIo3I62u^l_G3%juw`)~jUaTrH%499U2r*H;maUK_N372sd*Kh+j zaT|AV5BKp9kMIOf@fQ0K@l7w5DK9Y7U2*9 z5fK?t5Dn206R{8naSbRDUlj!kPhjQ5t)z$S&C1yLA9 zPz=RU5~WZEWlv`0sD!awMO zf6)#9p$B@QH~OL<24EltV+e*}I7VU=#$YVQV*(~&GNxi0W?&{}V-DtFJ{DpTmS8EC zV+B@WHP&JsHee$*V+*!nJ9c6h_Fyme;{XofFplCFPT(X?;|$K>JTBrAuHY)J;|6Zw zHtymc9^fG!;|ZSOIbPxw-rz0X;{!h7Grr;*e&8p5;|~JQ49Wo#zG9wGJAvp)iV~ z7)qcdN}~+Qp*$+05~`pos-p&Kp*HHG9vYw_8lwrCp*dROFSN$rXp45}fR5;lf6x{G zqC5UWPxL|`^hJLRz#t69Pz=KejKpY+!8nY^L`=dIOvQA}z%0zhT+G7)EW~0g!7?nz zO02>fti^h4z$R?QR&2u#?8I*D!9MKAK^(#n9K~^*z$u)@S)9WKT*PHu!8KgRP29pA z+{Jx7z#}}yQ#`{9yu@p~!8^RiM|{E;e8qSCz%TqppalU0Mo>MqI>00whFYBtbGHM@pnZ8l**fWI!flMpk4)4&+2`1WMSFBWCv-*^bVWCG zM-TKwZ}dSw^v6I9!VnC_aE!nxjK)}u!vsvkWK6*{Ovg;j!W_)Sd@R5sEXGnS!wRg# zYOKLJtj9)d!WL}BcI?0|?8aW~!vP$`VI09R9LGtV!Wo>!d0fCHT*g&g!wuZTZQQ{< z+{Z&a!V^5jbG*PSyvAF+!v}oCXMDjoe8*4x!XE@$7(fsNMR0^bD1=5>ghK>GL}Wxk zG(<;C#6ldzMSLVcA|ysqBtr_ML~5i#I;2NNWI`5XMRw#sF62gDQ9BgRvNo37CY*n2Kqbfti?%Ihcp}ScpYff~8oF61N8hhp(-(wAQ_S)B~l>`(jq-FAQLhpE3zR6aw0eKARqFhAPS)f zilR75pcG1@EXtt*Dxxx~pc<;9CTgJ$>Y_dxpb;9QDVm`LTA~$NqYc`kJvyKhI-?7^ zq8qxS2YRA6`k){BV;}}$2!>)fMqm_1V=TsD0w!WIreGSTVBFV=wmM01o0Xj^G%M<0MYu49?;_F5nU_<0`J<25#au z?%*Eo;~^g537+CPUf>m8<1OCd13uz2zTg|a<0pRM4+1R?AP9mYI6@#4LL)4~Ap#;I zGNK?Fq9Z0^Ar9gqJ`x}i5+f;+Aq7$*HPRp*(jy}>Aq%o1J8~cwaw9MDp#Tb^Fp8iU zilZb-p$y8RJSw0PDx)f@p$2NAHtL`r>Z2hVp$VFzIa=T^w8GzLgLY_-j_8Dc&;|dZ z8~#HN^g?g+ML!I{Kn%tZ48w4Y#3+oxSd7O6Ou}SL#Wc*oOw7g{%)@*v#3C%gQY^;` ztio!n#X4-jMr_6wY{Pc!#4hZ?UhKyK9KvB7#W9?~Nu0(RoWprs#3fw8Rb0mn+`?_# z#XUU0Lp;V4Ji~Lm#4EhPTfD~ye8OjZ#W(!GPyEIo1YQzA5ClVTghVKWL0E)G1Vln) zL`5{jKup9&9K=I>Bt#-4K~f|~3Zz16q(wSpKt^On7Gy(qo4b(zy)I~isKtnV}6Es6}w8UR%jlauD9h7lNv(HMhq7>|jVgejPc>6n38n2ouZhXq)O#aM!6SdNug zg*8}<_1J(-*o>{%h8@_6-PnVD*pGuagd;eL<2Zp+IE}M7hYPrf%eaDTxQ?5+g*&*5 z`*?syc#Nlbh8K8=*LZ_>c#n_xgfIAt@A!dV_>DkI0|<{iO>jxa0rixh=eGJ zis*=eScr|dh=&A7h{Q;OWJr#bNQE>=i}c8VOvsF^$c7xqiQLG8e8`W2D1;&?isC4N zQYekGD2EEDh{~vfYN(EysD(PHi~4AQMre$tXoePOiB@QhHfW3X=zvb>j4tSkZs?94 z=!xFwgMR3bff$4#7>eN-fl&c;X+1hXSMRZ^@tA-~n2f2Ih8dWN*_eZQn2&{6ge6#t z&Der%*p8jpg+17d{WyR_IEh7&l6(>Q~3IFF0Cge$m;>$rhi zxQ)BGhX;6w$9RHgc#fBNg*SMM_xONM_>8akh9CHe-}r;T%K`|3UY{-tB$b~$}i~J~nLMV)) zD25U!iP9*8aww0AsDvu0it4C=TBwb>sD}n3ZpR=<1hgeF&R@Z4bw3bvoHs9F&_)C2#c{4%di3~ zu^MZz4(qWIo3I62u^l_G3%juw`)~jUaTrH%499U2r*H;maUK_N372sd*Kh+jaT|AV z5BKp9kMIOf@fbRDUlj!kPhjQ5t)z$S&C1yLA9Pz=RU z5~WZEWlY+Xwq7j;)DVn1NTA?-Cq8&P*BRZoCx}iIIq8Iw0FZyEu z24OIUVi-nXBt~Nl#$h}rViKlcDyCxwW??qw;$O_i0xZH}EX6Xcz)Gyf8mz;5Y{VvP z!B%X?4(!5i?8QDDz(E|we>jR`IDwNmjWalh^SFphxPq&=jvKgz+qjE+cz}m^j3;=8 z=Xi-%c!Rfij}Q2S&-jXO_<^7JjXwyyDu5sehTsT^PzZyt2#*Megvf}BXo!KBh>bXi zhxkZ#zYEu^C&i z4coC3yRZj)u^$I;2#0Y5M{yh{a0;h!7UysQ7jYR^a1GaS6Sr^&cX1yN@Cc9b6wmMi zFYy|0@DA_s5ufk{U-2D3@C&~YXmtRA5fs4?0wEC^VGs`C5fPCP1yKAq%o1J8~cwaw9MDAwLSB5DMcT6h(2AKq-_)S(HNs zR77P|K{ZrIP1Hgi)J1(XKqE9pQ#3;hv_xyPK|8cZM|46LbVYacKri%0U-ZKO48&jz z!7vQRNQ}Z5jKz3Nz$8q@R7}GR%*1TW!M~V?1z3p1Sb}9(j+I!2HCT)F*nmygjIG#) z9oUK8*n@r8kApab|8NAya2zLb3TJQ@=Wzj-a2Z!|4L5KTw{Zvea32rx2v6`7&+!7U z@EULN4j=FlpYa9X@Et$#3x5!3O#nd<6u}V!p%5Bj5e^X$5s?uE(GVRm5esn;7xD2I z5+V_jASsd~1yUh3(jpx)AR{s(3$h_Qav~SzL)hw+$*NtlAEn2s5kh1r;ke=#2mun3E>6w9yzE3q1Dunz075u30DTd^HG zunW7f7yEDk2XPqx;V6#b1Ww{K&fpx*<03BM3a;WhZr~Pf<1X&u0UqKpp5Pgt<0W3< z4c_8CKHw8R<14=52Y%u={vhz$0D>SGf+HkCAq>JIJR%?xA|ooIAqHY1HsT;2;v)eP zA~BL68ImIltDR^M@3XZ z6;wra)IcrNMqSiH12jZqG(j^oM@zIq8?;4xbU-I`Mptx05A;ND^g%!L$3P6i5Ddj| zjKC<2##oHQ1Wd$aOu;lv$4tz^9L&W$%*R43!V)aSa;(5Atj1cb!v<``W^BPWY{yRQ z!XE6!ejLCd9L5nG#c`a#DV)YxoWliN#ARH;HC)F{+`=8)#eF=$BRs}aJi`mT#B034 zJG{q7e8Lxe#drL`FZ@QJbpZrMPy|B=ghXhBK{$j*L_|UqL`8JOKrF;YT*Sj)NPt90 zjHF106iA8GNP~1pkBrEKEXa!N$bnqQjl9T*{3w7zD2#tl6va^jrBE7WQ4SSQ5tUH| z)leNZQ44iY7xmEqjnEiP(F`rn60Ok&?a&?_(FtA972VMTz0ezd(GLSK5Q8xU!!R5p zF$!Za7UMAilQ0=mF%2^?6SFY~|6(2%U?CP`36^0wR$>*_U@g{T12$nZwqhH0U?+BC z5B6a{4&o60!x0?Aah${{oWWU~#|2!%Wn9HI+`vuT#vRZ2hVp$VFzIa;6VI%Z%NW@9e?#e6KlA}q#IEW-+{#A>X;I;_V=Y{C|7#dhq#F6_o$ z?85;Z#9{o0qd0~WIEm9ZgL62Ki@1aJ43h=X{Dj|51F#7Kf< zNRE_9g)~Tu^vHlr$c(JWh8)O=+{lA`_!|XK5QR|$MNteTP!gq42IWv56;TOQP!-it z1GP{abx{uu&=8H$1kKPKEzt^X&=&2{0iDnpUC|9a&=bAU2mR0=12G6gFciZv0;4b* zV=)dBFcFh61=BDcGcgNuFcz~G8f&o*8?X_Zu?5?(9XqiLd$1S# zaR7&K7)Njv$8iFua2jWE4i|6{mvIHxa2+>s3wLlA_wfLa@EA|=3@`8!uki-&@E#xW z319FP-|+*#@Ed_P1`rrQ5ey*^5}^?W;Se4X5eZQc710p`u@D<^5f6VM0TLlGk|G&W zASF^G4bmY!G9nYQAS<#X2XY}d@**GdqW}t_F#bVN6h{e^LTQvmIaEMJR7Mq4Lv_?d zE!06>)JFp}LSr;VGqgZUv_>1WLwj^YCv-tqbVm>LLT~g%KMcS?48{-)!*GnmD2%~a zjK>5_!emUvG|a$E%*Gu2i+Napg;s}{DWcv1YEu;t}lsFD1)*nj|!-S%BYHJ zsDYZOjXJ1@`e=woXo99_juvQz)@X}%=zxysj4tSg?&yhL=!3rKj{z8j!5E5R7=e)( zjWHO9@tBB7n1ZR8jv1JR*_exeF&_)C2#c{4%di3~u^MZz4(qWIo3I62u^l_G3%juw z`)~jUaTx#MD30L-PU1Aq;2h55A}-+yuHrgw;1+J0R9_+<_ z9KazQ#t|IFah$*@oW@z4!v$Q#Wn95ET*pn^!X4bjeLTP;JjPQz!wbB`YrMfbyvIj; z!WVqScl^LF{6?TH0R%=+1VadfL}-LTID|(;L_!oqMRdeKEW}1!#KT`mfJ8`)q)3Jo zNQu-)gLFubjL3v6$cpU9fn3OqyvT?AD1bsJjDJuR#ZdyKP#R@X4i!)ll~D!NP#rZ< z3w2Nz_0a&0&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag|gE0idFdQQ>3S%%9 z<1qn~Fd0)Z4KpwkvoQz%VjdP?Ar@l^mSH(oVine4E!JZLHeoZiVjFf~Cw5~G_F+E` z;t>AB5gfyDoWv=d!C9Qg1zf^qT*Woqz)jr79o)lxJj5eB!BafP3%tT>yu~|wz(;(> z7ktBa{KPN(L7=Sx1VK;)M+k&MXoN*LL_kDDMifLtbi_m~#6eud$6rW@L`Z_9NRAXp zh15ukbjW~=$c!w=hV00RT*!mG_#63A5QR_#|DYI(qa;e949cQBDxeZ7qbjPQ25O=< z>YyI#qahlh37VogTA&qLqb=H@13IEJx}Y1nqbGWy5Bj1%24D~dVXLyd6c!f83i}(0|Pxy?l z_=X?&iQo8xz}o@{f?x=akO+k^2#fHDfJlgpsECFbh>6&UgLsIK1W1U)NP=WYj+97+ zG)Rl|$bd}9jI79p9LR~>$b)?N8wF4hg;4}WQ4A$e5~WcFr+F$hC26vHtBqc9p{F%A3M4JFyFUuowGr0EciG zM{pF!aRR4s8fS417jO}maRt|K9XD|ccW@W?@c@tT7*FvGFYpqt@doek9v|@uU+@** z@dLl`8-cb55Ewxb3?UE_p%Dh*5FQZ`2~iLg(Gdf&5F2q34}T#65+N~?A{kO3B~l{| z(jh%EA``M8E3zX8av?YJA|LXj01BZn{y|X`M+uZdX_Q4dR6s>kMio>;b<{*H)InX; zM*}oMV>CrGv_MO=MjNz4dvru6bU{~iM-TKuZ}de!48TAP#t;m{aE!z#jKNrp#{^8m zWK6|0%)m^{#vJ^Md02pjSd1lDhUHj^Rak?ySdR_Zgw5EBZP2TD2wu_fJ&&0s;GtK)Xo}`&fmUdZwrGbA=!nkff^O)Jp6G=>=!^asfI%3Hp%{h{7>UssgK-#-iI{{b zn2PC`fmxW1x%e0Ju>gy(7)!AXE3gu)u?Fj~9viU-rX8+)-22XGLF@gI)j z7*60MPU8&D;XE$l60YDXuHy!7;WqB#9vQX&=7AT81( z12Q2qvLYLDASZGo5Axw}6hJ`~MiCT6F_b__ltvkpLwQt0B~(FGR7VZeLT%JVJv2Z= zG)5CNLvyr5E3`pdv_}VYLT7YEH}pVH^hO`_Lw^j!APm7!495tJ!f1@eI84AqOvV&U z!*tBVEX=`N%)@*v#3C%gQY^;`tio!n#X4-jMr_6wY{Pc!#4hZ?UhKyK9KvB7!BHH? z37o=doW(g@z(rif6385B$P! z1lkoqU<5@lgg{7yMi_)cctk`bL_t(UM-0S5Y{W%8{DlNagv3aSWJrOONR2c|hxEvZ zOvr+)$c`Myh1|%Ce8`UiD1^fJ2SrgFB~S{bQ5NM;0TodhRZtDpQ4_UL2X#>&4bTXU z(G<17bJi-$^#dEyCE4;>Ayu$~4#AkfLH+;uW{K6ju z+8sa;1VwO!Kq!PpScF3aL_}mnK{P~1OvFMQ#6^7kg@j0iBuI+nNP$#HjkHLI49JMg z$bxLhj-1GaJjjc`ksk$72u1J@ilI14q7=%YEXtz-Dxor}q8e(TCTgP&>Y+Xwq7j;) zDVn1NTA?-Cq8&P*BRZoCx}iIIq8Iw0FZyEu24OIUVi-nXBt~Nl#$h}rViKlcDyCxw zW??qw;$O_i0xZH}EX6Xcz)Gyf8mz;5Y{VvP!B%X?4(!5i?8QDDz(E|we>jR`IDwNm zjWalh^SFphxPq&=jvKgz+qjE+cz}m^j3;=8=Xi-%c!Rfij}Q2S&-jXO_<^7JjXwyy zCx9RbhTsT^PzZyt2#*Megvf}BXo!KBh>bXihxkZ#zYEu^C&i4coC3yRZj)u^$I;2#0Y5M{yh{a0;h! z7UysQ7jYR^a1GaS6Sr^&cX1yN@Cc9b6wmMiFYy|0@DA_s5ufk{U-2D3@C&~YXm0?4 z5fs4?0wEC^VGs`C5fPCP1yKAq%o1 zJ8~cwaw9MDAwLSB5DMcT6h(2AKq-_)S(HNsR77P|K{ZrIP1Hgi)J1(XKqE9pQ#3;h zv_xyPK|8cZM|46LbVYacKri%0U-ZKO48&jz!7vQRNQ}Z5jKz3Nz$8q@R7}GR%*1TW z!M~V?1z3p1Sb}9(j+I!2HCT)F*nmygjIG#)9oUK8*n@r8kApab|8NAya2zLb3TJQ@ z=Wzj-a2Z!|4L5KTw{Zvea32rx2v6`7&+!7U@EULN4j=FlpYa9X@Et$#3x5I#*oX_X zFQ5;Cpa_l-2!+rHi*Sg5h=`0Rh=%BhiCBn(xQLIxkPwNG1WAz`DUb@OkrwHY0U41Q zS&$9ckrTO)2YK-~@}nRMp$Ps#F%(BhltLMlMR`;}B~(ULR6`BaL~YbTJ=8}-G(rMSl#yAPmM(48sVF#AuAcIE=?cOu`gQ#dOTT zEX>AS{EPWmfJIo0rC5d)Sc%nGgLPPsjo5@O*oy7gfnC^*z1W8XIEcge4@YqfCvXy{ zaR%pb9v5*5S8x^AaRaw-8+UOJ5AYC=@dVHC953+-Z}1lH@d2Ok8DH@YKkyU3@dttT z2M`3o5F8;93Skfy;Sm9m5E)Ss4KWZCu@MLH5FZJU5Q&il$&ef=kqT*$7U_`znUEP- zkqtSJ6SqY0X! zIa;C>+Mq4kqXRmjGrFQ1dY~tIqYwI_KL%nDhF~a$V+2NFG{#~aCSW2aV+y8WI%Z-P z=3p-7VLldO5td*nmSY80VKvrb9X4PiHe(C6VLNtW7xrK;_TvB!;V_QiD30R)=!M?si+&h@ff$S-7>3~(iBTAXu^5jDn1sog8bFtp(*ktP zc7|vcW@9e?#e6KlA}q#IEW-+{#A>X;I;_V=Y{C|7#dhq#F6_o$?85;Z#9{o0qd0~W zIEm9ZgL62Ki@1aJ43h=X{Dj|51F#7Kfz~G8f&o*8?X_Zu?5?(9XqiLd$1S#aR7&K7)Njv$8iFu za2jWE4i|6{mvIHxa2+>s3wLlA_wfLa@EA|=3@`8!uki-&@E#xW319FP-|+*#@Ed^+ z1rQiP5ey*^5}^?W;Se4X5eZQc710p`u@D<^5f6VM0TLlGk|G&WASF^G4bmY!G9nYQ zAS<#X2XY}d@**GdqW}t_F#bVN6h{e^LTQvmIaEMJR7Mq4Lv_?dE!06>)JFp}LSr;V zGqgZUv_>1WLwj^YCv-tqbVm>LLT~g%KMcS?48{-)!*GnmD2%~ajK>5_!emUvG|a$E z%*Gu2i+Napg;s}{DWdBj*=*aGAN7ksDMhSjH;-H8mNidsDpZ_kA`T3CTNQ0 zXn|H}jkaiq4(N!^=z?zOj-Kd+KIn`77=S?-jG-8Y5g3Wl7=v*bkBOLsDVU1sn1NZC zjk)+2^RWPnuoz3R3@fk_tFZ>_upS$+30trg+pzR;u5alDz4)OZs9iW;vOF0As*uip5ZxO;uYTDE#Bh;KH)RI;v0V8Cw}7(0{<64 z5ClVTghVKWL0E)G1Vln)L`5{jKup9&9K=I>BtSwWMiL}La->8mq(NGwM+RgQbD2MW>h)Sq}s;G_{sD;|7i+X5)hG>i?Xolu! ziB@QXwrGzI=!DMbif-tEp6HD}=!gCoh(Q>Fp%{)47=_Uoi*cBMiI|Kjn1<RNB zxPXhej4QZ?>$r(qxP!a6j|X^!$9Rfoc!8IAjW>9Q_xOlU_=2zajvx4i-w1RhfWQcf zUjSDh1iITc=!tmkO+y96v>bRDUlj!kPhjQ5t)z$S&np$odAJ9?lOdZRD;VE_hVFos|lhGQf~VGPD%JSJcgCSxk5VFqSmHs;`8 z%)VOCTzx5Y{L%h#BS`tKJ3Rq9KwG%f@3(2lQ@MlIE(YR zfJ?ZHtGI?6xQW}igL}A-hj@f1c#7wEfme8qw|IvS_=wN=f^YbapZJA82y`@nAP9=! z2!T)tjj#xZ2#AQth=OQ{j+lsrIEah*_zMY<2uY9>$&mu7kQ!-`4jGUUnUMwAkR3UZ z3we+ievVsOvEHi!BkAg49vo8%*DT$ zj|EtS#aN1ESb>#TjWt+@_1K6_*n+Ltjvd&A-PntLIDmsVjQ?;H$8Z8CaT;fE4(D+Z zmv9AFaUC~s3%79>_wWD@@fc6=4A1crukZ$M@g5)W37_#5-|z!J@f&{-_*eiz5DdW) z5}^Y)J|qA{AF8JeRdTA>Zv zqCGmG6FQ?Sx}gVpqBr`WANpe;24M(>VmL-%6h>n##$f^`Vlt*+8m40=W?>HIVjkvW zAr@f?mSQzlE!JTJHexfjU>mk$Cw5^E_F_K{;1CYu2#(@7PT&+y<1EhM0xse* zuHYK3<0fw54({SU9^erk<0+ou1zzGc-rybH<0C%d3%=qze&82=Bhc{x0wXAbAp}Aq zG{PVp!XqLgAqt`*I$|IeVk0i%;V&dWA|ysqBtr_ML~5i#I;2NNWI`5XMRw#sF62gD zY4-2pm zi?IaDupBF~3Tv#+fwuo+vi4Lh(CyRirRupb9;2>;;-j^Q{?;uOx{EY9NsF5xn+ z;u>z?CT`;n?%_Tj;t`(UDW2m6Ug0&~;vGKVBR=B`zTrE5;uroP(1`$oASi+(1VSM+ z!Xg|ZAR;0o3Zfx8Vj>peATHwLFC;`FBtcRnM+&4uYNSOvWI#q_Miyj4cH~4ZBFV=wmM01o0X{=-om!wHw#Z~Q^vlK})lFa$?PghCjE zMR-I&Bt%A3L_-Y3L~O)CJj6!=Bt&8)K{6yqN~A&>q(ypUKqh2HR%AmCWD1xFWh7u@=(kO#+D36M$ges_t>ZpNQsExX)hX!bf#%O|OXpWX>g*Ir5_UM34 z=!~xDh92mN-sppV=#POIgdrG;;TVBY7>%(QhY6U7$(Vv^n2wp4g*ljud6T*o8gVi~Tr&LpY2hIEv#qfm1k*vp9zfxQNTRf@`>r zo4AELxQqLEfJb%eMq(7kU@XRC0w!THreYdqU?yf`4*tbFEWko6#u6;U za;(HEtif8W#|CV|W^Bba?7&X!#vbg$ejE&-OUpw6TA}(+bQH&M0w-}AXK)VZaS@kr z1y^w$H*gELaToXS01xpPPw))S@e;4_25<2mAMgpE@fF|j13&Q_e-QX|06`E8!4VRn z5C&lp9uW`;kr5Tq5Cbt08*va1@sR)tkr+vk49SrasgMR~kscY4DS$35GY9Cwvx>4K z2XY}d@**GdqW}t_F#bVN6h{e^LTQvmIaEMJR7Mq4Lv_?dE!06>)JFp}LSr;VGqgZU zv_>1WLwj^YCv-tqbVm>LLT~g%KMcS?48{-)!*GnmD2%~ajK>5_!emUvG|a$E%*Gu2 zi+Napg;s}{DWdBj*=*aGAN7ksDMhSjH;-H8mNidsDpZ_kA`T3CTNQ0Xn|H} zjkaiq4(N!^=z?zOj-Kd+KIn`77=S?-jG-8Y5g3Wl7=v*bkBOLsDVU1sn1NZCjk)+2 z^RWPnuoz3R3@fk_tFZ>_upS$+30trg+pzR z;u5alDz4)OZs9iW;vOF0As*uip5ZxO;uYTDE#Bh;KH)RI;v0V8Cw}7(0-p^a2!bIv zLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os`5+ETGBMFirIZ`4O(jYC;BLgxaGqNHZav&#i zBMNt8wzltXz`L?u)~Ra8d})Ix34MLje?Lo`McG(&T=L@TsG zTeL?9bV6rzMK|<7PxM9~^h19P#2^g8Pz=WijKXM)#W+mBL`=pMOv7}{#4OCgT+G9K zEW{!#!BQ;83ar9vti?KPz(#Dw7Hq?I?8GkY!Cvgg0UW|%9Klf>#|fOmX`ID5T);(K z#uZ${b=<@)+`(Pk#{)dVV?4z(yueGm#v8oDdwj$ve8E?I#}E9%Zv;9QKwtz#FoZxz zghm*ILwH0)Bt$_}L`Mw7LTtoEJp6?ONQA^lieyNElt_&Dtgh)I}&shEx#n1$Jx zi+?d63$O@_u@uX&0xPi^Yp@RMu@RfF1zWKlJFpA8u^0Pr00(gx|KTW(;RH_NG|u20 z&f_93;R>$eI&R<=ZsRWQ;Q=1vF`nQVp5rB6;SJv6JwD(QKI1FC;Rk-=H~t{-`2d0- z7=j}tLLm&oB0M4>5+Wliq9F!iA~xb69^xYb5+X5@AQ_S)B~l>`(jq-FAQLhpE3zR6 zaw0eKARqol0Te`G6hToGLkW~bX_P@Zlt)EWLKRd+b<{vD)J9#@LjyEKV>CfCG)GIc zLL0P2dvri2bVgTnLl5*sZ}dSw^v6I9!VnC_aE!nxjK)}u!vsvkWK6*{Ovg;j!W_)S zJj};JEW#2j#d55`Dy+s@tiuLu#Aa;4Hf+aE?7|-G#eN*XAsogL9K~^*z$u)@S)9WK zT*PHu!8KgRP29pA+{Jx7z#}}yQ#`{9yu|AOy0m-~ppWpK=p#PiE56|;ej(6>00JWz zf+G|{BOJmb5+WlSq9Yb!BOc--Arc`ek|8BhAuZA&BQhZ?vLPpOArJB*KMJ5Qil8Wp zp(IM749cPcDxwOiq6TWB4(g%-8lnlBq6J!_4cejuI-(1@q6d1S5Bg#N24V zGOpk{Zs0cV;65JUF`nQ#Uf>m8;~n1P6F%b`zT+2uBk-jFf*?3TAQVC)EW#loA|WcG zAtquWF5)2p5+VtbA_Y<+4bmb5G9nAIA_sCJ5Aq^E3ZO8GpcsmyBub$S%Ax`)q6(^_ z25O=X>Y@P}q6wO!1zMsF+M)wGq6@mB2YR9p`eFbEVhDy}1V&;s#$Y@qU^1p)I%Z%t z=3pM?V-Xf(8J1%eR%0F3V-q%G8@6K?c4Hs*;}8zxD30MIPT?%h;UX^KDz4!sZs9KO z;UOO3DW2gaUg0g?;R8P63%=q9e&RR&Ajstaf+7S$A`HSJ0wN*`q9O)jA`ar>FC;)B zBt|kMM=GR7I;2M?WJWe*N6rAIglrt>|J5>=C@=D%01BcA{y{MmM@f`IS(HOXR6X z+{FVt#1lNl3%tZ@yuo{Xz-N5Hcl^L_{6UZ_0R%+|ghUvGMFd1d6huXI#6WDsL45p$ zL`aNeNRCuUjdVzlOvsFE$c|jdjePhU1yKn9peRb9B+8&HDxe~&pekyhChDLr8lWMX zpeb6QCEB1ZI-n!EpeuTyC;Ff-24EnDU?@glB*tJYCSW3_U@B%{Cgxx+=3@aCV+odH z1y*AX)?))UV+*!p2X8LTQvkc~nAWR6}*tLT%JTeKbO2G(&T=LTj``dvro)bVGOaLT~g# ze+iB(vOb=Zha*otk~iCx%>eK?3i zID(@%fs;6cv$%kZxPq&=ft$F4yLfwNPvV$f}}`+lt_cL$bgKgvzLf>ZplYsEc}Nh(>6NW@w34Xp45}fR5;buIPcD=!3o(fPol-p%{UY7=y8x zfQgulDVUBKn2kA@hxu59#aM>rScTPChxOQm&De(R*oEELhy6H&!#Ij#IEhm@i*vY$ zOSp<_xQSc1i+gy8M|g^7c!^hdi+A{lPxy*&_=#T#bR&Sk2!`MYh0q9x@Q8%Sh=%Bh zh1iIP_(+IENQz`giBw37bjXNI$ck*piCoBwd?hU%z= z+Ng*6XoSXShURF6)@XGd_ieVUuQ5cJHn21T3ifNdMS(uA| zu>cFP7)!7mE3g`CupS$*8C$Ro+p!C~u@C!k2#0Y5M{yh{a0;h!7UysQ7jYR^a1GaS z6Sr^&cX1yN@Cc9b4A1cjukjA=@d=;t4d3w#zY+Lm06`EOArKm25FQZ_8Bq`&F%TPZ z5FdXb5fURAk|PyTBOTHs6EY(kvLh#QAusZw01BcA{y}k+Kxvdgc~n4UR6%vrKyB1P zeKbI0G(mH;Kx?!?JG4hfbV65jLl5*sAN0il48#x&#R!bVXpF&lOu%GJ!F0^PY|Ozt z%*P@u#xg9&Dy+sjtj8v7#x`unF6_o$?88AE!Vw(Bah$+uoWXfqz-3&)b=<&h+`)Z3 zz+*hYbG*Q7yuo{Xz-N5Hcl^L_{6Uag0R%+|ghUvGMFd1d6huV~#6%p##a~E(#7KhV zNP*NygY?LN%*cZ5$bsC*gTIjF%AE#=+5JNp#M04yYD-4%L-XJ zYko~AD+*DBq9&#-8>3;XDXS@DHAPKsxmJ_ACKGCMXL5_&_kG{@@B94Y^L%_BugCk( z_v8J?`;X6O0w!V#e!z6hz>oL|KVvrLVLpDrulNm%@jI5{5B!P0uo7#q7Jp*{{=p_} z#Ww83zxWS(upb9-7)Nj%CvX~Pa2^+M8CP%}H*gzwa1Zy9dw+mD$cOwWgu*C>;wXjE zD2sBafQqPss;G`2)Id$tMlha49n?nyJdF@MgHSXc!4Q0gVHl1PNI@z_ViZOr4P!74<1q=7F%{D= z6Y0pnEX=`NEWko!ViB^i1k11-*;s*9SdDd9j~r~oW^BQB?7%MU#$N2hK^($S9K%VR z!daZdMO?yFT*FP=!d=`$u7d$`BOmgkAPS)filPKcq6{9w!zhnRsElfO1VMNdHBk$} zcmj1%4-N4Y8sUFvjAzjd&mjyipe0^HYqUW-yowHZ9i8z8y5cQ#!#jvTPekE8#Gp6& zq96KW021&45-|vak%VLn!B7mt2&5ntBQXl2k%loChw+$%$(V|1n1Px22^pA;Ihc4U6$Rmf{cmiNCNCYp@o7V*~!dCTztv?8LwL4|}j52XGiia2zLa8fS1G7jPL@ za2+>r8+ULY50K|jfV?Pxf+&KbD1nkFgNN`i%A*o0qZ%H;qj(Ip@Hn2plcKEvl2jxX>fzQWh|2H)a4e2=jhj|rHJDVT=oNXL(ug`Y7O^RNI5k%>jf z!V)aQa%5u#R$(>PVLfuN5u33E+pz9|NgdZ>!GcXfBAp^592lKH2zakThk%gsLhCh*w zl~{$fSceVB!6t0RR&2vg{EPpv2m5gVhj9eQaRR4t2Ip}BmvIHxaRaw;2lw#+xsL?M zgZwCf!YG2`D1p)_gR&@x3aE%GsEXY_dx;Aw>58HAz7yn@o_TvB!;|Px91Ww}&&f@|u;|i|h25#dH?&AUS91V~c1yB%0 zP!uIl5@qlZ9!7aoLSN)I===;|bJ7Jv78q2tgx+qA{AH8JZ&uFQNrr!pmrb zSMVxc!|UjXH}EFj!rOQU-O&^8;yv_2Z}dSwypI7Gh!5}~KElWN1fSwFe2(Gx0$<`Q zjKtR%jc+jq-(x%`U^1p)8m1#1KVlYs#$3$9Li~b7_zg?&JC@@QtiWGbjWt+@^~k|S zY{F)2!*=|OUD$)Y*pCA^j3YRX6F7}CIFAdsj4QZ~8@P=-xQ_?Ob1Xn!6hJ`~MiCT8 z36w?|l*7ZQh)Sr6Y6!xksEJw##uKQEdT5BJ5Q0VsMPoEYGc-pSTA(Fbp*7l~9onM< zI-xVVpew@B4LuNnNJJqTF^EN9#Gyapk$^-D!eAsJ8AC7>!!QCVNX1Bu!f2#n48~#{ zCSnqPz*Nk@O#Fll%*Gtd!+iXLU-26j<995@ANUi0VI|gJE&j#^{DV!{if!15fAJso zU_TDvFpl6jPT(}o;5;tiGOpk{Zs0cV;65H8&+!0xQ2+%|1VvE-B~byoX+hL2vX$KlH}{B;W%K!beELCm4dyFbu<*oqz4iQV`Q`>-E}a2UsM z9H(#^=WrgEa2eNd9k*~B_i!J%PXx$={3w9JD1zcBfzl|0a(EaOQ3+L14MBJmHBk$} zcmj1%4-N4Y8sUFvjAzjd&mjyipe0^HYqUW-yowHZ9i7k_UC3%Ay=9pdzZEDykz0HBb|^5sW&hiw0kJo37ydeT@j9M=z$1CA_~!nK`i# z6iTBk%Ao=(q6(^_I)YFGHBlSEsDrv_fQAS`BZQ(cnxYw+BMdFj60Oi0ZP5)A_ieFl8}rc7>Z#SffRg&RD6R`_zr0pi*cBU zN%#R%F#|L46EZLxb1)wZ@GCO07+F|~W%v`>Scz3wi*?w59Bjg7Y{Pc^i(S}*y*Pk_ zID(@%fs;6cv$%kZxPq&=ft$F4yLf3CO72)WH9*96B zq7aQ3#G)_a&>!(gKq3ZVFp`jrAsC8b7=aX|VkEx7D13)BjKw%i#3cNHshEM8_z4-9 zjX9W)1^5-2Sd1(z#WMVfY^=m8tif9RjSbj{f3O8xu>(7?8~k{~kE1r8L><&e13ZloJcCd) zK~p@B=6De;@G@HA6|}``XpfHQgg4OzZzCMt(F5-y61@#!a<*oe*8g6-IWUD%C1*oy-=h$A?P6F7-8IExFoh%2~?8@P!(xQhqKbuK_& zIeLQxb$NtD7vD2wu_fXb+XM^GJ)p#~mDZ9IuOsE-DC8XE~-aKEy}(7@y!%e1^|4 z9ADr|e1)&^4Zg*9_#R_10TVF=KVUj$;79y~pD`QrFdx6*SNw*>_#I2}2mZugScx@Q zi}m;$8}SdeU@LZDCwAjM?8AN>!eJc4ah$?woWprs!ev~;b=<;j+{1n3J|7?t@}mF> zqX>$l1WKVa%Ay=9pdzZEDykz0HBb|^5sW&hiw0kJo37ydeT@j9M=z$1CA_~!nK`i~codJJCTgKJg7GBkpdRX@A)Z1A z8sQm);#o97Gdzdp2*ZnLftTsU4j}P!62H_(NMiM?nGCsrS7>3~(ffRg&RD6wZFdE+?4P!7C<1hge zF*!g&?nKsHujC01b#)?z*W zMh-S&6EY_dx z;3+(fM))5>(HKq86wl##gy99WKuf%gR%nA)&@~9me2$ zjKg?L#3W3?515AOn2B`!gbe(Q*_exYSb&B26`A-Ai?Ia1V;Pp?Ph{gSti)=p!8)wR z2ISx$Y{C|7#dhq#zu1NUum}6F9|v&=M{pF!aRR4s8fS417jO}maRt|K9XD|ccW@W? z10?i*5YTAKeJK#-Lw*!OVH87gltO8gMLASJMN~mmR7VhMpeAY~7SoB34`Xe3*NW>rvMiP=S z1Vb?lBanhrjKnC6MjFOo9L8f3CSxk5VJ6a%fmxV?xmbXO$iyOKVF{LDIkK?=tFRjD zupT+sh|So7?bv}`*p0o|hl4nTqd10>IEAw~hl{v`tGI@nxP`m8hg_EfreYdqA{`l+g*lju1z3noEJ7BRU>TMp8!NC1tFaF2k%Nucj4jxX9oU84*o%EQ zh(kDvV>pRZIE!<*h)cMNYq*J9xQlzpbtOP<@+BN%m17Y)!5A!vk9G)7Z2Lvw_o1zMsNTB9x6p*=dF6FQ>{x*{Ci&;t>OL=>VC zgIM%M9Qq?32}r~s3`P=?F$6;~3?q<&RE)$Zj7A#9U>wF{5+-9RreP-1k%3v5gSl9M zg~-GrWMK)GVL7s~0;{kZ>#!a<*oe*8g6-IWUD%Di*oT8SgrhiylQ@O5IERb4gsZrQ zo4AF$xQAR<1LQ_NMhHb? zG(|HsM;Kb5C0e01+M*rWqXRmjGrFKF!qE*q5P?WUAsR7=MPJ0BKjM*qL=3`UBq13? zFciZu0x3wvNQ}a0q+txkVLT>bGNxi0W+ELKn1wl*iv?JSOe{hcmS7o{BO5EQ3ahaW z>yd+v*o-aMjvd&A-PntLIEX_yieos5Q#gxrxQI)*ifg!uTeypR$aO71ZsbFL6hdJX zLvfTsX_Q4dR6s>kK~+>o5Ne<%Y9knRP!|o*5Fu!UP&7tUG(&TQp#@r^6eyeD2zrL#$X)A zV-hA~DyCs3(vg8#n1i`kfQ87!B4l9+mSH)vu>z~G8tbqgIoOEJ*n;iYfnC^*z1W9? zIE14(hLbpjvp9!~xP+^?hMTyBySRs3*8}86KIBIs6h<)=M=6v>S(HNsR74e2MRf$B z25O=8%`(Etq*f<_2MV>CrGG)EX(pe0(NHQJ&b+M@$Hp)Fajw^#Yl|8Xry5b#$h}rVKSy-8fGFL8JLARn2QBi zh)gU(7M5TcmLnT0unMcO4(pMFjo6GW*p408h27YTeK?3iIErI9iBmX>bGV30xQc7I ziCegfd&qSoKyKtieiTAs6hm>8LTQvmIaEMJR6$i#M-XbDCTb%Xbx;=#&=4VLgitg_ zQ#3E&DetN*nwTxjlI~1gE)kvIEIrrg|j$^i@1cVxQ3g!g}b8R7G_Jp$2NAHiA(Hb!!RO1LhqD-mRnzmM&fIX z!f1SlG<=V-7>@~sU4j}P!62H_(NMiM?nGCsrS7>3~(ffRg& zRD6wZFdE+?4P!7C<1hgeF&R@Z71J;SGw~yS!YurZIhc$2Sb$&fD;D85WMK)GVj2Fx zpICvvunMcO7VGdgHee(E!Dej1Hf+aE{EOZA4|}l>2XGLFaRkS394B!KXK)thaRHZb z8CP))H*gcTaR>KsAGvM^$c?w!YG1bD2|dSg)(>ue2=jhj|rHB$@l?NFIjvtYMS(uGEn1}gTh+mM2MOch1{Enqq zjz5r%6p46IE^znhx53I zOSpooxQ-jRh1Nt8wzltnp|M+H zUm_JF@eM}dTYQHx_#Wdh9uqMMQ}6?(VLE0a9X}xhKVvrLVjdP?A$~#+ej_$NR@LTcrhe(_NQ2F69l^h@mCFQRW$WcQeUA4K(we}BNB pw4}7&$&CWFLjnv;EfW{fFDiCm_jd;dPIN@SUQv;0DG5F6{U2f+LeT&K literal 2256567 zcmdSC3A`LhaVM;q(S6^?oIUgA(9G!d8%c99Tq7hg9(0T>X~5Ue?$@v0>n`={?&(9) zgB=VQ=70i(X?uNOFc{+l3>X{xGavrU+PhwSu=x1wwLf3WVy{0h>x0E!eEeANKO(X! zvofo@tE%67+8yIp>dLH$$cV_u$jHddH?I2bl`F1ULH`BYJFRN1ak=OEHdP{xkjk!FA-DC+ zc6VyVyExTqH|JUlQ>fRODyrI@ez3aJuJA|uhkPV7O;(zX+1ebw3IDN45gYzqeN<{h z)U9h?^xEy(jMo9N!K#ke?J>39<*wK0)S8V>|0y&gYV_r9vE1u6L0&)D5pn`AD+H%J z=kOO@=oHQZe*2;~Q-m_$!)g;+ckXDl zUF#Iii_RS=oGN#_UbAqt*`D^g-SUCL(W=)iHwq_u^$X>8qjsQh0>sxB8iiMt+ZSt{ z1B{!#s(P0S$I7+2I;63t?bW?9$>q9(#RvMq=B_v2s#B}M)^3&6XMHJp*$F zwl@~e*1}A=TP}tAV_;1xG4Wo7wtB%O3;VCa5Uyi_P}j)ZzZ=xAvdK|8;`()$V*<7~c=JIZW>d>$pO_IoIq5 z`$`?Cf2}grY0h>pmD^saQJ(jTEnp5da=qE|#Tsl=KiCykZInCZ5`A7o0kny$RXUy0 zY^@F}@)Ta-*Hop~={Dz!_$M`DZL3{twrkym{;9%sooD;yU@Lzo=(Qd`F_s#H@`ve| z63EbgMRz|a+OTb#uB=S>ffsCN8d-fy%@%caZp;Q4<4U{6FZ#iG=@o^r0~E@&8Hf%x zq~n#_l`8j1pz`X?7L7%PTBATCNu$|`%th5J*Spoie7ON@#RFC+*dn&M)PtQMsq}-D z#Cix-6~IU}(e;|`g?_MsAeQEvGi)WdiMcG{S8X1hvyBdRZ5t5QmPq#@r~Z5JK0Pkyz&0)9&&NPxnAnr_`gD8_ueqPo6zVq>C@Hx>F(J zgMpg6Dky1qT_6B_frwFZ9*tzf8>|z+3~vqKoFQ}ko_=u6RKI$v`owb(O0Wt@Az|u6 zvlzcwIZg*?cZUXlybZ}hW6!CV5jkt1SYR+XvLmckjMz$Vk78VSyn&Gpid4Jkg>s_dz3qE#*qZYjr2R z26#;dE!c8I-W-qKY?^yrt#zO<eaTh>eW$xgYi=faZL%nPpyJ(1>@FjsgHbA z33eRwX3M>LSH3zU)gpGUg|Isn2(|w_M%~%Up%*>)K>r2s9{)Ue--}A+PARH!8U_|# z9XcdYbO_ZpK{DtErJ3e@xz@mo8`KL0snl!0N2$%$SdpKHA1C!2&`7i71vpYsi2`#*MSXQTN~K6$IDqm36xhsPb$H_berhA;AW`W*Inv#NG4lL+=aXu zMR})xH{O-&_2wnx-Ra&mn;+r-GkyGANq!GJZ*t!*lc1nmNha1Y?OJcYi$ zx>atM=eb}tb728IURi-_4ghP*GvyYWIi;&>!+{dkGLn5%DcJB0=g*%xBHw7SZWNvp2GipuqAq_=!DKzK?aQ{cL&!K_dzH#WT8}^1$#?kO~81R&ck6=FFG;E`-4p+ zSB&7Q61Y?8N-L8taQkKSyMH)5Y(0E{&xRd_%B z>hFrVt^R)X57oc^kE&UH!9n^{fA-`d8JzM$z9qU;W$X zt6#ah`rn_gel?N8>i>AAU;T#@>#P5W|NkeT>yZE<%6W)#9fqP#w}crb8ox>OL>LL$ zZ${neXjE3?9oh8iWkuZUtN*I{O!W=b@2I|cfAu@bvPe0eM-d?@KpTK+_{|>gH`_t?V8WB#> z{F_l0tR%o({kH0af0wGh2Hl^BKCTo(soq(=EBtqWZaGt4=*KERhV-&DJCDv6)m&RI zH|Ba6)Qoo!kh=E|8iF>WNEhdy4Nj~Fs*EKF#NHL`9iQp)uF}*>qSRkUExNosx@Z3%Np8R z!p24Z%fO%zOLeAN4gVc%Q97vy;dQ<4?Bv6f9fTsnTGe88D*Sh_5rZ)ebEP(d00wLJ zmS<)_af4^=aF^R~2CDFLJN@UQZ?{q%c%nV9kXT}t-2~%04~y6AHkw@zwq+LHUxVC3 znlJZXh=6SDRGXJdVn;g0`^~Kdc7ZzZO%|B6P%XAsF|V%E+&Yp9Or~l_)XHF+uBJWu z5N&mT_3lW|wuCd{(lo*^tRW$;P2_8oFkfoGr7_9d*6Fnr6fK6$m~qWx(yj(&OaNNw z5n-R(*g&8QOq5X0>C>cVTjiY*SbC<<1sgFh;Sdp<52N$Ig=p0(7Z&<2aJ|jycd3TS z4IIa(X`Wz4kJs_2(Q|E`0C z;1=*a$?HXwZ{msCG<>wwIi%OSjGt@()u}2As zEjZjD_|mIu4R{7X5eh`Ofe9t1AvBylAC+un;AVg&E(LjY1t{)F}};cv>QRSYd)k=?{#2gU6W+QInJYL}YRydc0c zwTK{TrvdBvu*koKl)pfKLgW(IG<7sAQDSV>Yc!1}{e2<&O3KKSEs56!-44GKN16MD zl##ov%l(@OJ$b&-7s3Fd0X-B`VTvazw>AVS2+10RKKbeBb15_ZbzLT)nHcSNYg+fR zWQ0~m3+VIYPiT6>5H5LY%8}6DOZ1rfDb&goxiF#G>$Z9{p$fx7tJovex+9@iidJH@ zEYb9shSRXoqFLf0(9j=77q2ZAGzi6Rp*|W<91cji;S7dIgal!F2{y8gfrG`v1E!i0 z(M(}R8N#?YRREnvUz!ZY1$!g2m*S5+y+s4D4$=(0TK~6AB@jB;V}Y|w@lu2mBIC}C zzQ05k5AU@i!fESPeHdv8HNH5Eh*V}8MZZIl;fw7eqES~*uk*kZL^e4; zU!SZHk*KU$%KjDsO<>pN5TP>mv?_V+x9!IO{%v>ny-0Ksh?!akt56GY1gYM)QoW~) zdJ#D25P4}@ZXtw26hcTYI-F1xPP>#&L7QF-E|XKSH7ufu9=m3`Y-3o~qw)WR=$q}~ zdpI!75}P7G3_XMEqf%}By5%1){jWorN5RrEY|Q4tq69WJaYQ6CyzXaPfwnFv|ghXBIC1-6lJ}P zt~WQ`*oz4WmcJ#|8!mPf0cyyq>(VS}B52a+VJz?V z%iI;$3(dTwrKU3S28(FuFg&QJ>BbFGKo(X0HIG>?;uZDYJR+_PO>uy#T!wWICpY_~ zez)1G(^^gm#)njeV%mapr&O>9GZUua5?$M93d48EXIw<%Bjzh`w)m^fQiRo8@+D~C zj&2lc09qT>K)}1*MvO-p~^-{Yn`ao_4IPS zd;t!F=rBdP@GlDdN{t;IsCC^F7a(-({J%E`rETc=wZ?3dLQm}K8kQoN?&__Wto~WY)X}$xNZpRTH7s&^OIVQDF{5T^ zCSjdT#iyjZ?Fs=j&{(8j)avMsJ;kZLVPU1+MARn=XoZ?W@Vg{e+d1-S-r zvfvqnP1%epv`RwFDP25l%uM%IIPONv5us^Ob##;WR9Y?Z+TAEzh+!Mo8N`^KR63kB zr~uEdHwW6A7cl95LHtHC!}PI~vC2`#nNhrt7U5bY1ZEpp976kOF$aO+PSt4Utuh8v zW&l?Hp2ko}QH_~WccB%AT=i^y7y1givR7}xOKHrgpe(!uu_9J1h?b;Pbq@OMh<=7& z!wWj?ueeS;r=7YO84eWLk8&%t@t0@}7KvQtdL0xULuEt9UiFhtd(^}*V zG6VX--lR56Qj$}IdaH(sFUb*4gi7mKu+Z`HJ^EXo=9R)x;DreMK3xUrVQ|3O^QAgm zD~wqhkHJJNueGGN_#Y*68Zy!#Q&t=L@$xMij|v>zAZ>TT58nVu>*n8}zoW?p=@oiB z#lc_)G=+wMqG}RQhCv8v+^u0TJ23B(xy6>LUZ*`ZU29BLYqVObKQTBM!If{eMc;%4 z`m2IQgh>L=>0xRp3kHczuq70X3W?eZy%Xgg5#^+{0Itb;y^Y2;>$^SBE62gb@TMkx z=)63m3`H!m`^JE;y>P@4BR#11=;NoKIITyIs8vk7ZWA+^wK z?g?uP)X0bd?tJaChw!OWGhAoV4rx^9h7cO?lT}1GPeau9T$6}29!$hr2(HD(F>WWd zfy^TkgHal+(~u&3w}<$mda%=xds33=8Og}T+(hc#*qgu&reMocn2gMDEwjDi4x1$)JBGn~68 z%nVjOtXjKc9#SxhCJ+1UI^h~%td;|b^+3Fefsk4Y5~_uTGDc2l5G=e3>gfUf23?T?Ve?pr zCsh@ky4t=lp}I8JY{IwJ0yCt#H>w0z4iUsis79TeqdK*QB#}}k4}$Pm&_aFFO>k;r zN$?^~L{e3z^bbl9N~nB$1esir@(k88ImAl~ZSV@q)aI1~=oSZR*8F>CV`<%F#8-wNTN)FnS<*-C;9hwr5uaBxWOY z1W!v{a%RKng1OkJF_E(lM+96`*#ePKsNPpS7&Uv3nN5tv%c`1wVs0Dhcr4>MoR*%B zif=MOsDXHfra06N)5KO!R!@b9tEa0^g#Qi-WPj8olXLvliZ>}LPZ|w5v8{^L#R`)w zWocGjZ)EtEkXwSuOSlR^Q{ov`#O zkxZmWNd|!g;xA8f@hMFzC; z#A{t)dv*~@m>{o=_>wGwH7~&kF(bHH%ph8%g9p=`!5of;b%qwYU^A^+|I`5qmN9nn zxuYFMT%TJ;4KnE8G~;1ugw_SmP)jw&T7$J4Zl#dHt%sQEhBTyPL&z}rql#5bGk(Hh zq4bYaTkc}OyTh6i>cE_r9PO~7d#IE&geJ{%?Is3oQ5I~QqIDXh(MGOCDE*ybG)%G_ z73LGyGGZn%T*?Vf*_%_KR1uafeGU$nG5CY(33-v~#D5B57YA7%{ zsFD*av9QgeAVrKX@?s5UetL298A=gVJJ71@DDNv+3-cc|b?JJtyIumfH&1j(7{APvYF+FGBvD`CH;3XBMD7h{Pc^ zm10py#|_rbVLa?`$Zm}y&QTq9u1ZKo!-|mI05$O19G=Dsa23nS7ig&EOwe!_OGz?l zY^5OeY$36{jlma5^1;m(A~0L+tWn&GF&(=%Pt`7yT0Jp){4x>&NJX}wXU!pCIM)er zS{!aPF#&VBgX*dQqB~mmlvEwoU~?XY>4=lNEM7y4kdNO-KaB~H8amC}!xl;&#ZTFp z(!B#)FR-5z>e=aGZa9a3A;j8fwI4e8z-8PbdRR6Gg zD1rglZh`C!$;}TC4b!XuuXP_F?#0WVM4*T}Rg92}ybb|A%^+x?G{Ek63Mws=#`HSu zQDiVk3jsY=4uZ~6hdz#dK4=y%vsye?`(Vf?fC|SbW5vU)3|i_G4C~s`%@J~-0I6yb zwgK>tOi*Z9U*>ZOvJE?fe6BvcLP_vp=#&hiZ{ zf0qUywP{y>QImNDm4$nVqYtq!`oyXz-zI!51_$-`S&01d#j*rUh>UPIarhaf2hjUn z)>jhD?w`2M!H-;6`oJcu)1ATV>OSOzehzWy6A$--or)Ol^5%!p^$*M)l)Y;3`XlIOs|~B zOE@`RyIAwOv$VobdqSrusyPKn^j!?n=2|0`Z{r_>cOPuVHylnbU8bNEF^rs`PH#H? zc3bEgb-X&Rtqj~)4glb`vAmwoGh9Wp4Z zo-0+4{N`3z`j|zKejvpk{OTL+p^XAc<+ie%QtOA0f7q@Sv#+Yw7e7DPEJ&3P9jMq< zvD6bwpPl${@@S=spZIS>xS?DWR6V`pvDdVw9M6hMzWt}ye&v*7 zbuDj0Djq0(c8EtMbzc76pB?PlNtNSg-s?D|akos$Z!){L&+#)M@uvYHeUM|OD*USlY**CsepJ1m{~W{~vlFg2t*ZXRggwPlKBbhu{pd5`e+-oE z$Ek|XeX~uQHFr|=zEDl!MM~Y^dW@=Z%3u4NP@oubhJUH*d}Q9Xnc_;T;=liZ zZN&5pLaMyu!Cyhoh+zr$DwB_lbaMjLkKr*1NXfZ}Zsjk5!#>|ItRK=NhWY`+wi`KIP@R zZ|@p&I(he95C3-PbjyqPY2R=ohHFz_BVnq^}Xuk46{D+j0g zI&ya3(|;>ARqprS05}u}d7xOF!vA=(Cn%>7Hi`Xa@4GVvyeE3H7;r($9=3NsVoQi^NOLSVw<B7fQZGF4+u$KL!n z720TmZ+`irR4vuP3G>@j9WL$;n4jMnM;-fBlBszS$8+?9M`J}($wtf#N}0G`o(6>D zEtwDwr-8sehWS;hEP9)u*ybmg^4JY2GQs2OBi2X z@!zDz8Y@a@>T0ppT4>C z4m(EWOwn5u6suO$hnXCUTwNH_@@xo2DX-xQl%70wl1JSudeZ!^zW<#1;=quhUna&= z>OdYD`JYe1B;G}YDcEb0!QtnK2>%5Ipa8_7mx2i-t)g<=Ucw53>}|<)DM%#MI#aC* z4)r35#le|XX69$O%3VXML=d^=gk}mzivFitS4y&hZh(Hb$@R2 zm%)KslZg#$3b=PDa2C6i+uCY)J@i4W+pu|HQi)wglT^(L7MpO8P;ZX*WMc5-st+Yr zE!WzWHco#LQl}7fLzIoq0+QGK<-Lht&Qy?6i+mu;qNsbw7wm`*CfANkFC7ksOd6b` z#jq`2hfQr`KP1i(YjZ{iSF~8HDk>tlh9zEA14-uC2d?&uay?69LzI!l=1Mmtwi)?? zT$(JPu#FY)v{&m=%`5&pl}vAn1GKGjU{RIWkFNOdQqZj0G^2qSrdls@!s)LX|O%m%G6i2EnO!E1j`#((HEdNd6y^H z7Cka2z&ad;Ip+F>a-DV_VV!{dB{HNhinqY|Lbt>H_TY$bF&Tm>M53jEZ`3yy0n)th zQO!FPM`*CS+obc+!sUM2ow6W1+hUWBsdxY-Y?~c-j;+oMr+!euyTgKKCwzn; zZM;rBZs+?H)ID*i64K&kT8_Ia30wJo^}Qv(B&Tj7j>4`ILi`~G(PD`^x&&4Wtr{V` z4=8vRdUw9dt+giA3AIAFA57+)M7WYTr%J-_e^`BgbDS-P(=0UuOV5l7EWr;cI9AdF zPo{_Ltf~;AsHuxV(F`0iy{8Ff@qTsh&qpn8)j)DK{INEZTpDM8UA+MU`agpnzEN(&gN;j}CxhB+YTVY%ZDQVXJ;p!Lrm;N4FW0 zrR7Fx22G8Rf0OUT>X%Z#xY2@e#QbrbPCLaMihgpwsbYIA3p2g!B9E005 z$y9AJ>5Gf;zT`^7NJ&2h8W1(1b7d$8oEt_luLLU9nP6Py#kz{cF>4kPiYLao!Dt&Y&+IgDhioXZ_Bz~~Kg;z%*U&nAu!phONmF+#8gXtQM`^Fgu9P0BjXTox`G z+UQWH*CU81nujMSSg(Asq*lN>25AFqSU6i8(n?3O4U_4Rh^8`=hjkT)ZH9%4u}v>m zGE6i5!j|(e7Ms@9`Od;IjBZEq3|X0UTN6NHtx+?HWk$GtfT}q?cEHFi0bo^mLM^;l|wF=-+083xZms^^!( z%qRghXJ1zTaiF?JYk-AJ0(@g~$3#_DW1}@-GyCbRmC=qku4Rm=E_KABaM5J|VMzmr zp<512(+~`3K)3{GSUCsG0P90bD+#vB2=5pj&s08VEuWclb22!s3)_@c#Ti{lS{KVY zpvR;#ssqM_0X>FQIFyf3$Kh7U(E&0{SgQ?)jf#^FxMXG-*46pK5Wp_QvIZXoMKf$+ z+pxas`bby&pH*&^X?0byT;$c@zBZ(`QXx>kVf3VQiMcDm-NZQU>2J8?~veHw6xa16l5H^J4YSHgqSl)QXghVk~`cL?9otXR^TX@pNCNW&)^SbX$G5c zs41QGRjywuFLe5(4;XK7V+(eaO4U!JYOqozd(t;PrB~85Ma?!AmvNFeZCLN%rWoG4 z!n;5?_mg+I(6L0FVgp$vNDp1bHIN{xE^S)ZE?-jTdN7b+ZKaB<1#$Kn9V+nkRfPCF zIu>P_ZaImy&qB0?tb-&|zWK?&b~UOwrF?G)iD4{J!*VXvw zG#rmcCoIa&m{qcS_bG4zM|SHUG^fS39@@m;3)XbYI3$eknv(YPra4vB{}&J}En}j% zN&a;}kH)MfD%YPu*FDEEtvLB+fxi(|{Tqa8e-oad*586Bz-*Jp4tea7#~yz4{C#-( z*W(WeA{mV)Xv=X4L=+xFb^+aX6=$klDx}@b7|OXxql~H1q^*BRqgi17zAQ$SaFu!V z(3pf!y49i(a%@aOC|7Gy2>He_388eaMIq$1V-oV#RD^6ga^~^E+3+rtn3@DunW*lC zI9a)E0C%;}oT0Z-g4<}m?PIT1M(V;4(udTOW_(Ay8GaYPVH_^XTYI4F&k9JU%9mPsrnw{7?$;Gxz}opv=Y5gsnRUFW?jv{&`H2C>?J!No&Zb#Plex zP|;fj?xK76Sp(*1fdw)lB)=j7se!#(hElux%tU3 z-LODoV!R93g+kcEn1oS&;Ap~D$>B0FcBywl#&ctmK?#SW$w)DG{O&Ocp=`xPA>@N& z5<;nti$ci9$0UR@CKrW}&x}b3rCKfuA-_5%A(WlDD1`jpn1oQ8=b{kur7;Pi?9fFa zmyJmXrS~ohAt%NpgtCPfg^+I=lMqTWUKB#SF$tmUj{TfYqNMHL{T^-sQn+oaILd?GzlNd^uA1%<06q`7+ zAUupSEnXx(AR zg>%i>E-np0Sc9*3MD}K54og!{_i)3TTp}3Lgv?({)4n`r(`dKDXoa~W7NDs$8-;RX z23;?V0VZiu%5S6@|2SqdC0YqD-o*7@ zba}T2v&&;)}co*{6V>&rvywsreij zqo9`0ktvEQ`5YReu#V5M8H%g;92}v*hR@LniY)jX9-yhc&+~JdTl+jgrpc|(GgO*g z`aDIX>7CDWG@4)eJV~Mnj?c3cnql}nO&}NFXFr{MY@Z!va&mq4RLRTa-Ecm+c|QAU z1AA5dU)xn=j9@M(%RN)~tImyULg)%#=zkw8zvu94mdufUcBg!I^+u(4x z@M;j$YuEac>a|{O=;O2~&d`zd=D;9Zus)U-s<`~9&*Iy6Vmzb}&Ohch=ZS+0~hm_n{UoEe=X z*B=tz4rA*vR6)WePD`ijTEoOq*BEaC8`7mo>cmiP=o&teiL*cVpSF*NHTUrJpT*@c z_73@2&N0`pPMpv?rMcAF7a#3@PAZHxc5z|Cj&WmW23N7RR-5~7xO~9<7YXf(C#dts z)-HM{XPzr1T+l$!t+NfnJb(Vg-Y%~<7ICq~F#44D=_D1-hey|Op>@!JIzySru}UPF zpTDss)TNCfY;6h1MbWyeoqXEYVvD_gux&%lK9*u3?=8;3kT5 zElYcKu0Be=V53SRr$ct+KC{oGd-`9XKfgtPeuw`2F8%qB^yd%g&mYpCKc+u_N`Jmc zf4)S2{+#~&1^xL;`txP_^H=oeZ|Kig=+9T_&)?IZuhE}>q(A>mf4)wC{sn(Lq^pOw z)xGLp@E_8-%e?ggf?kQMbEa`&!s=>m2Im*UY1yP&pkBOyTd;BJFEZe9u?38t%r3Ca z0{5{8>yezUjf3(+B2$E`pPIdP1$VzZI^;4car`Fb-l?hhQ6YSbL6NT72v(9N^-ulA zH8Ny=1`W$LLMzisgOz{~)9OX5L8AwG1ws#*KR6B*aDq6^dzfucZ?lc&0WeSKmI5%R zVJ`(>o^CD$V4l4W13bjh9Mdha@~dN$jCSOdJh48m%A+%tlbsT3=pd)Won)NMj8%2- zfs>5K8RAf%{0zttRgI zaZDy=caeo$Jd^2f0_x!Y^yX6TP+=44Z^5@GR*G?(!@o`YIGU?Uys>$jz!Je~LzxSu!|c#*KK2!-kbvD?0aS0M27&xIYUB(Yfr##qU$2I7;^e<4^%- ziMRUXv?}ApEn=I5VrHZtnUR0ATK7FD!9JGnmB;tX!ely>tlet$Ss=IiIj=%XlxG{=3W#P0Q)^6SJU!x$N@yE1A(c{Qc{^ zAhf~yvWRF%Cm2r(Q!Irejb^v%wJE7Iws*6zzgF~$2MXuH3*PUJry^$lS|qx6*-sw}jG85*=e0yFH%O~?~Ptt`rg`>@e92Sjh z=*;nW2MYEi(a*s?0Ko+`h?pW_j(gQ^!uZ z=Z)ys!smBnZf06OubaSaY-}^#k@0Pru{z9sE-wh(1KuL?S+bFF@5yuLPjUV?+{8ww z)93ZlfWv0Rr*+=q%SVobZY1S7S&3T*` zeY9F`c8*_ek>r}z2ARDBtBJ^dH*-tVi>wtVhw5Es!dDf&F-9tCV-Qi zaLjZ$nsRMs0vt{Gm+>`4WRye9T2mw(kOPF)l#k?{a;X3hhi0!%fJYzSWon-P`%!%7 zWtruiY?r8wDdIaX&Wz4ctA`oHRq~1MpO4Mx~TXuz!N@wnG~x>1xbLMKHU*lhlOpjq9X+OJ<@R>AfZ|2;Cjeivlc} zlXm;jQ%BC6J6Cv>*H!xsP5H`&xt4g-eIk;5Q)UjNmF&cX5I5<2-ARvkN*Yp?GFPZ? z$V`tT)Ys<)VGA{fnbwwG3_}hOnu-VVHbhx^UVqDJ>BsXntWyzV*8aal*8bC(+n20+ z)Xo&v{^v5Ib5!eR@`BJp{i(bllu&s+HK$O=4461aO2*{+cadEGJaZG1vmf_R7tRIFIg(i*ve=)QAt`k|*f2pCm`n~3#2uOOI)b<@FNoz6#FjG+uZOKU zwMyaD<@!Zy#_E)cNKR&MS6Y#5ooI#hOv=_I#Z(>Bcsw(5M=r0-3u5`?vi8_fbPwDO z9q%6cwMe3sxg}{Of#7WgU4tlaL@=Kjt0MwGFNoz6!F9*a9gTCJ-w5OTndwi<_>~i0 zr{ePb-I)iPp+$N=F9;=4 zPM*&x(lNt6(H$8vd2Ws5`F!T4CCihVm_nX!&5X{G=bIVCRSNgq%xg8#<#vUmbR}Iu zFMgU_4n|d$9`&P{S&~u$!7UTKD&uv!xcd^btx3K>Z`e}phceURi01=&LFn%GK9TT} zMTmAM2@wZn#Dq7fk_heBGq*CW(Doz>4b&-4>uAO2GSlD)>)+)Cv3$bXfIQG{yGhdp zOG2>{5zF6XZckdVY@9&uXGDi1i~p7xu_KGW%nQPnMGo&pJ3wMxbAZrPd`I4fsL_&l zndKZU$8&((%bQG-;NKjLn)|md&fJHZnqt(vBQrWjyKc)1Ld*4*ydacZdE?+!k*j(8 zRZOA>B8i^M+_+@RL5)ly(KDIRITAgU7lfARtMYIVC!#UmJ?lzF5qEBogTx zGPf>Sq}0k3B7J>kbdE?bGl;9?+UksYb%3x$!A^jqPSpMtw^TwkEn1 z>$EfU{h0}Hxc{&7g3ukRF9KXL&vi#6nt_R+Ni{@9|0Z+$(#t3k&9K?U|C5;jM@Ij5 zUJ$m7a(Fn}Ns@k=1B9lcm$xCx^zz>OoThh7C&}K07n?Wv-w@f~f6Cm%WPPKirm(+X z%Z$#^uD{C*Ld*3lc|j<-@^K1RMXtsrlQAFZ)saB&*tR%cFSRj+KyS;8&JpM>c|mA_ z-k2AJ5-1;ykyD^!`bh2toiV}AM1nn&xsAy^mD-v@u%|Mka|HV;262@^QMyT zD300bc4Vi2BXcv8HIJH`!cPBcW^|5*{YqXCTDHHO7le{6pGcKcwqp*!_6^T5vA!`9 z>(?^3Fj=hB(iCF-yUgeuv3`X?T&3Z6-GDui#(Oc;ySFcnzv}QcSdZZ~+=r={qeBrp zGNX0)yEQKe-EB58h+)SQjc2%Sd3?TA=Nr?!nL>2UIc-!eoL^|!t7#)^i^Lwu-0qY; zAt+4LG`*9(@LG1-z&hDwdL21Fl$jVuj`!yUVaqYc=%@!+>8)`P-@SFkH7n>poZ|UW zZ2rLGWAgZfJU+<})gn#KU*|O*${O=USXajyC)|1OzcVtzoy?+2Ry}H93M1UgjLuQ6 zc?L1e2rpglUynm4C@HPkUWkQ%0<%E+^mk=$X-dXolLfMQLn@r^`>xD*9S#S1LFoSS zLS7KM`-+_7-8W;e^~a$CXVmhgb;EjXcy4~$11-a2DESV&r2x!V>MaFezM*d^0P}@^ zO97bg4_pesd>!FZ0Os2bmjWJ~0L)i8E(Kt|8FDEA^F@h~R{IR71{P9tMhs0LLjC72= z)IApZ_%vPk%IW0q-my4SbZUAEult>u(K$Zh+Zn{LKC<8cY>FF(Mte&70z__|aen;i zU`?adraR4XeMs54?#=&M&{#GuTpNCM(D=8l`97Vd#dmu=nEKrH8Si3gu2-A!j3d|8 zy+J=JJRYL13^FSgr4Utwa7M|?KSu;?DJU3vJ!!qF!%nM@q#6de}DHc*V+oVfB&G9y{%0wU!W^PmZ4uV~^M9U=d_LFul9L|i| zk;r{{K`fs{w#%48gUmSus=D5s6)Q`sAhP+E%&ki+n;jD}j?ih=ILcb6a=OfGGUImy zbUrVLpR7cbIO2GHX3UN_F6RZ2 zMI2*JBDS6N>R!3y4H8O1xk%=NnH!f@GTSHGLentuygxH~M?CLk5W{B`OXd#mezJvi zFtSs}nw8!>E;Yq3`&8mVl|%x+oS6k_C9r3rr>LV#4-M*^Uh>(@G&o}Tg}fkiFZr}c za>;~s(~~XQ)k)IAwd941*cJy_6}rvBnFU-O8M9&|>Wb+8B6FM5itc8JPSH9ES|=5) zlilWIYoS$hllcEEGbxS)znB+~tqbSlmICM057+ zS}K=*501$Jbt!D`&dfA8Dzhywh~*R3&eKiIH4C%NcHx+J(W~Rk8hbZvaupHOi!-+{ zZ5Q7)fvar1&Lk+CL_jB`%(2Z6XQsdr(*t=y*ka1jEp^Y9@LvuPnu_Q1&h1qS#V5uH z^NtrcTl-kO+3A$6HGlteQ8>4oSw_iwb7rCN7{y^@zJvdJkx<{CxqZn(rFNze>U%SzbAM}<852cRs z4~X!8N+h&oUhjL2zxFxMT)OFx%caN`Dz?ImlwqHiDvy-Z`Nyj$da`p z$!39w}x>bZU&Xg+`%5#5f$K`gId!mW$@ zC98N)W?y7Yxm7EnoAHmeYQEi(Uvr_ePfp9aXt^GRNq)(j(Ki1r^ygXn^E~}|8~*%n z@1fKhGu~w*2VtAowGL=U=IfGqDBFx21abyi*5Xh?xe)d~CTx7~#8LZTyP0*MXmafC z4`fE~bc65B3qo7GrIya_qqwdRA=dL%_>gBkM5AhMuKS=$BBx)<+{%>ZDcCbnVd^Hk zpbkN@h&o4DznGZ@M_8Z93u5_%b%U9SP$)NMFm$xL4X+Ie#-0A5HAQUyC3AbzitWZ& zp28&PoNQ@29oc;;Ga-)b{!?BM%O|_-k2hv&a5GtK=jl2$%i~O{Ad*_YXK^M1t|8n3 zL&#LIkh(&ZBcL^z@jC)qnHR+J324KyS_kKb*5;jvbF4%}Qq0_*w4G<;#Ee0QBa3@8 zBX(r5KQ9Pd7CBsbJsS`gF$V}u#reFwUd;x6`s&RFrcNUzgYsGnr;nUFQaIO~?OrM) zNN}8QpksrM(fH|Jt<5`6PYB0nX9WxGm z!@2UT*Ig(aZNssslZM=Wm~Pb}jtw_Ja;i9O3TBqnqs^BUHz8N(`yOnx*oE7Hp326#0g zm6KQuWGW}?LZu^;4`rsq5y=Pgg3uQ7eInH%{b@YGZ8HRSs@!eYF2~)_gmMwnuV-#s zS}|=m#e{Gx(d0LvFNo!n)Rv>jMJXJY zQ}mr>3a3=0bIabvnVdKtNU#+>8M!g)Krf=lk;{#lkvnqPmlwqH$z|O+q|DCroEf9> zUSx4Jb6e8(l=Tyxhz3Urk7h>eNa3Yq0D5)?Fglu7sT=jWqUMpI@0O%XyaHsyCX=dAi{Zj=GLVZ&W?$Wn$Jz*(iBCN zBcSIq<97t~*1RB=Pe6OE30E}LjXMB?tBJ5ap1GxIg|*L~YE6d1bBCLcW~Ras*^lQ1 zv3w$%IMVAjDN&(Pc+5j^S*BynS%|LJ#tiLf(@LQVQhgzU{GH70PbUOOqYKlBD0>xTN_DNJPpeEMal^i)a;P^?RARI^64{#>wIh*Tc|k0n zL~eLRZSoibs}*wN%Jl+H_^Np2=^6zC2XKruWeskl*bZv4*(>aMvjG9hI zb}z|Hh$Fif)F{f*2dInw>rydaiOx_gm>Gh3U(te)J5ff4P& z)kJ<@&D_$o^4mw*H=4qsaqYj&Oobz|zsd_@`9!w$bh9x@Vx#?sDN9YI9YuE%yz_E#&a3 zBC{7~ZgSdgbrYSzt0<+7-Q~$DQz~~2yJOwMnJIDP_W*;)ohmWj((d*naBr1ho@kML ztOSXq3L=DW%iQ#|LfA1;j;NY!Dyp2W^Uay@JFI_oUJ$zLoD=CS+1mR~V=BaR*b9!& zms~}J^v29BOe>^a=G2I1txTCCre`u!;E3sUc|k0nm^L2sTF7I;7NeS-@fj}?v3w|V zi_(f^)5MHPi6f2=WX9}><9&HSET1^GQM5+|dnnh)mPtan2Q#EerW+Q=FD3@0$T?k~8J(l~YZ$~;a-NA=#En_&5Y1t>?3(W=i6$JIAT&9>Z$2}6M@f7J zF|7CPALh-B*Zo`_6W;es|nYNUR}p`h(2vODiV?!$B8iZR3#LMi(os37Nyc zml?eyq2I|1V)-Pr8zRB6jvfx^;N@|g95!3CCl`Y%iJZQkxs_?<$&A%eguC*BSUwS$2S>*I5wk$V@Qs;UleTvbKT+~@X1tCdPUHn)3nE8%(mhhv zb#j2vRID5)7=UB*K6Uk0@phlWh9q^?#Sie=LL~PE@Q4R+zc<3 z4%(-O9CKS>GgWvcAATL5VT`IQV*5(wW~UX~EtnM2fuzPE<&%7hJzevG9kA|P{;xCB z;z;q!4B{$TwbhR|T0J{J6}}X9Z@+nQoI_`v2-e`VLB{TMjxCvSI&9sT7liH{>lnn+ z1*}#lMMT1v!u$s_w<4{suaV`=1i$=nW}FW5@5>8f`Ix`!iC!1VSJ;0FH}4@lMYq3o ztcb^eIwG2H$=t@YqS-moWZEX@4boiO^P0>AIC46l7sT?(X*I{AtO;!RQY7()%&kZ( zi8T`(bxPv5iNdEVj>h#c|k0nAXc4j);d-mfqEzG|CP*bNX!1!*qlVT9nSx9W|R)+KbsfCvT*+EtB~UQ z+t;jE@t*$OZ|c*9IM?E0oZ$9H&>!X>`F6FeaZ+7M`4U-1DA2`^FZ=ese;w*R)%RD^ zC!6DSV_vU+Gcbq{|9TiZ_6I93(}e}Wb)D`^KUj;uxQD$x-}n5F393)Xaf%| z$#FULq{dz=(l)T;{^!gjIQsIZc|k0nq}F5E zuveGkl491?ED)KjD=d|>x?!TDsZd1fQ*qqy(MOo1b&yYhlqJ~8chb*MQ6~XXy z!9U52*Ac`Y<^^F3BFD5x&zvNmEC&cp#hdcxe-IT&7yQ|)moB)Ca$QOtuYD1=H{pPf z8>39Y>u+5gPoEl_B2#crW^|5z?PL&FDZaSdy5LyxI35TYR7tw_i!!qyxobNd#}&G@ z26EEslqbq*PLrYmuDyLQGYyUy4(A1-JJ@|9$t4Ret~xS}WQ(|L)H@NyQ<>Y4Ruroz z%8XmFO^s5Tnb9fTIv#=eeFl-+B^h(YdCQY6EQ8>-@mizs>Vw4x<2KeQ zl~#W}bE{J_8CUuBgr3P-WAfs`$p=ICL$my!G9!0b{BM;>w&@L-_sj z%xzDr&^w{fimpkbi4*v7Q;RqY<^dAZ%IW5U17%F}68CXe$0r?Ddej z-r|memf^5Q!3X-H8t>1{-n6P=kAevXU$3}TqIUcxh3q^l*R>%>Zg)1S@U z*tDEhoiLu!raR#;WJc_8`O|qpX!ZX&5!4X%A1@1I9UH`Qea;H&8}CI9f0nr|Y2~n9 zj3LvYSg57&#ms0ODf~%Z5X&cp*x(bJM#oA-5^E=x%0Y}B6sBdcDloOyB_uVB;2OXiXWQK9IS+X=QYyId9^-=7>(*uEcaI#_PWGzRZL;vipI&AZ*#? z7K~Zs)r-GeU>EH#3N4&ypE0R?dH*{H($fuXbbAJMwLDkSMO1k z#S1*1nI&muaLWWz#faKUNUdz7npDX}u6SONnHEPpFV71?TcwwXgqLh=y6GrFdF|S4 zZ?0TF)0=M%li`TEBEnkcHm4Qg%@Y+(YYViFlHhD+QXC0Z@`6}C3Ep_7;q`FfXsz<< za{Zz=On}3yiu~S@xy5Pachf{Gr1TvptE5-gGb6(rs2sjoy5T%?T2R>A1ExtX#3; z#5MkR$m5OjcoRKV_-~fScgo`}@^~vfuJNCh$8+*{ULG&V<8Aa<@4uZM*ZG0Ge22Vz zr~G;sJy!ZxdWK1<>mLtuYWDSzLy@?`rk*775?|j;|JvNUU~eW zJl-dd_sipll@lkpFq&z+*kB`%1 zqyGtdT;u-~Jy!akq{nLir|GfJr#psEY~|DNPweGgZYNgxlx%(C`d+Y^WYzI15Z5%F zEcr}dUd`6#j8|JxtK0UxQms*`_hytxNr+EDw4bL`#4pgF-=aUiLw|mk{`^P!^9S_j z59!Yz)1N=3KVPIjU!p&MPJjM_{`@8V`7-_aEBf;{^ye$|=d1MR@9EFi=+8gWpMR!5 zU#CC+fJWGF`r$2AQAFmf|rMp@>rEas-_V^Gm?mxujci}@~`W5E3{zYupzli_( z7YRcDB8lig!*m`t*ye)D`Xn`WJNu{fl~q z{zcs*`qc|I&DERJ=p}5JI(;f3+$yc%uhG#eg8>74pyI&U(peybavuPS4V*cTWX!No>}LGU|p$F#qoq~uhD<1 zA8aa>8_mX1{iZh^tZ7dBn0S%p_RoRJ6DxYbx=OX&nDaVbmz%Oi{p263kfdL{5771p zdpoUat#P?14CoZ~SHZfY4B;FgyazQmVqbCxRF`LPWK^F`=ZR~Aa05lK8K-)*nw?tL zJ4Hu&^iMzA4|dUUirC?zzAP}>V!zveQ{R92ohw#2KzT5~CfH7?1+9f5$)lt~3&Gwq z&H6&4IbSQ+L0GeM{Bny93?w!#HmV)RfS8+6taVCqm|UOFg2TqE`ldkN7z14_*V>hKdA6%09c(!_kGdnfM;Mi{9z&Z8p<|Qqj zVv?iwNa1nR<6X*=lZ9@z-R#X(3m3eF4tsE305|fmxRKetxwXem9pkP&z+wRKFh`NY zJ=X-`XgULb4W4eN*eG|(rRj1PgfH}ib!1>mR5%tE&bw9asK!#6FSk0K@sSMhIo2FI zdWzhDe3TCWdfoAJM;8^~`ZLW-UK<{3ZIBxt36k~Y{=E9K_vE?rr_Paod_FoSe3$RGy!dmKjZTfxUn^3GFJm^4puzz9_Rdx%KbLGYbOp;;U%MAnJZb8_wOHZ7^ zr<>(dT3|Ci*({&XQWn2GaRF7gNL60T!CP$Q;r48iy1a10uTNYesvm25(_S4f9_n)d zHCR8V-<&#qE!8>d)yoTI)Imbkr)RSZO7^rD~#C4DujBx%ciccv6m?j8`&SMrt`{iqjzxM z(I!sm+JARpKcX4)&6!?3c0y7SuW*WKk%t?vL-&>iw~>#pjv8~yiwsYO`O{r+>~(jc zKOKH`xm_z`2Ac`d9YYa?AZ=U^$7TkZ5Z*HsVGM4B)#F7UX6nioCcXV&hp_R*v6H5P z?edlncM8vG5Ie{T=g z3=m?T>sRF3HjJA)-DYbT5nD|nsB#3s&I<2DNL91wZ&?*`pw2Fp@ER3kd5T91j z;@W-lIS&)LW}~nlp~()PNy7*wofl2mVf-wr$`J|s{U0RdE#ih%3F(x0N<-~Q_^g22 z%c{*80OkEeCBYE_wSm}3_7f8BY$L(nlz^PU^XE3;2MI8SPQF*PQSnM3vt6rnMxwcQ z5Sj#FHqwU~Y1^BrRd7XaCgw>8Nnl!{e)p=<^i8`1p+B6KV6553WXj&$OP1X)aA-55xYG_4baAQ&kXLO9r9@m$IU}3 z7H7IP?1#98v2korODw((ZH$I$BYbes?0J+j@bG5QHVBrD^rhUuL?#XbVKVi*H?Fv5 z1^pKsOyKSy2;yqnq`WdxsR4RA2%N3AJnW_9$6!5vOiOA^dLGQe8jaQF&x3>3R`ck` zAXqlikwO^+D2-4CeLId&2EnxHNfOGSZ-pM)CuNI$R}_aDB?U7K8ksnlyHmUpujfw; z_E4oPUg6hVcYmE?tIdLbj1V0B5q&Y~XzAUbELp98|PSfeVw5E_q2DtQe$i zl-;3$+9(gARB}JkqZ_V15kMQ&VJ_)Z+PK;~J+egiB+^v_q>b(f%Glp`a!t}BPcm|m z1co+{)i@EjO~Ql1m@wTY zJ?CMlV+Y9Nj-9Egf0?tPBKx~aUJ+k4wGzQd0IfWeARCYHqMZ;UB zz(r_0P7T)csQaTeMQUC=9IWh&UL#a1k=884DVM`SS>yB090w$?=e!w2>TeTausxLN?mL5r$#yu;Cwc;e%7hpBUDTaKstLEI_bP z-K9_+MFLu{hN*5W^cxY4R)o%F9D(}I27AET>h=mcIeswgTa_Xy*a;uo2=2D(4C6mX zVWOrKtuJlJ_gUqysdcNbLDt+5^22_XOnwN!Ms#m{Gua3hSxV%7YlGh(uQH55mT2Q2 z+Hj}h#bN7)uqQOMiap8S+h}f!mdS@e-V@iG=o1@QL6r;v6^79ik?I2*(2Yo(7y=|r zhEhN%%fgyLXtqDze@IEQ@@P9V8H&K&cr2&Bh5cl6kElaa*ffCkJk)7+>Q!BQj3 zJxFYClCPjEgP?#zwVY2L?tpD74ik2K}`SxG-~h6u_`wn*e7n z+knC=a}(kd#)q2kysD2O#V9O}h(+AZS@rRSgE#~YK8z#Bz+WV-VE5jko+s;;_iKD> z#~MO=Z&Z( zd{hfU18>lgevW^)EZN`;i^_#jDwNbB<8!-3`y1Y6Yf)}c-%8RQ{k0AFcHBbO>O~8m zgMjW!u=nz%4e(&Xa`-4_B$?d=FgB{YjX1<86iNIxKDR-e;hMzwiJ>6ctcBqkqmc5( z>0*0|`)EKmx&!g3#;C@G(}@@!-cuDuTWkdPMlm4D_!tF0$wb5exZusbPPxFF0BrDg zxUmnT>6-tc=VTNX-8ctrBGI1HM6@Nv@tZh=fb=W)PocxA7Tt@{M>eT<#qz?2feejh z2r~Ae4YruH31t}cFt!jvPx{_Qa`(w^JUb9(kw%zylQxG@+F#h8Lik2$5nyc4_u^gY z@wC80{Tl$h^mqi`<9+KvfOn>vVPnoG8j&kzS3m= zgz)vtqW(65uUzi~aAuK}rfh8DC+27vcK^hRMS^7`xPQLcK$3lj6fDTRf*M#Av_z=!%sFYd9}GJ63fn&kwxou&ZHF) z=a$7=Hw2iC_+^!5uQ8x`L%?X}9(Kh&V(aNsG@ER%y42K90<%tjOY+2m5xLc zMu#-+(2!x{k)_TdBa-E&F-Gew;ZU0dJOmaY@%UsFEt1>LSX)3H!GKF)7|^a8K~;jF zmE4P%r#0J{W6neaiv5|HeH5*s*p+D7qhZ;Y9-Q%J%h(Gk=?+-UZR@pa8&V8i7|^jR z6{M4t*l?y4E7iKg# zs4QqUwtH#~%<)np2|YUpi2!k6b2G<PBBZg>oc9$ z!$c1U+W@FG_Io&7mJ-=OnFtUY_Mvk$89WMOkNt`sY;a3bXl+_!Ju{qy+m(uOU^cG9 zPjCPsBeH>-Y(cZJ9eSKJIU}-xEsF!QaZQ;4ZDTaB8Kk|bfu_KOWTSaxbZC4q#(`Qm z0H}@pL8;do5F{UrI84&8YpCda44{p4QU|*3_nt~WTq{(u`APsO`| zu7V5CZW*rkP6)NzBx~*s)G!UlMsXkfBMN$0iFyu>mX5rKGhDmQ@bLQqAhOc)Yye5Y z0lN+%F;95njfR{kD zVWUh3$Wx&UCy#dPO}aHm8}UKWn=oRY3gbXeA`Z(&bzdxao(j`ITM+~0A~M71V`}r-MDM&fAsW}#g@sr3Y#z5K(o5C@de1cMHT;UWb8JB`)qd9B_Qd6S} zXSIo_Oo%qRdt3F`!bB1PEvBJrK#*+k_q61cgCXjpp@+6HiH0Ho*}xCuU1@p&yOnXW z$KtTcglMCiM6wo6dQFXJs4Wv%Hi~;G?L9Suq0%5oHh9XL$62^7bJ;72*;*t+RXBte zq4D^DY&~WjJcDyGY8V(^S*t_c69z6`s8{npSu70Q3h^RzQ85lH!s*1_Pn7F8K_~;p z&~XsWEKJqHh^JQLizXx+&B1e2`?&0^ON#N^)WZ`P$jUe@8`UG>eB4w- zo7Ol8tuSE_#wJH1XA%8T0-cTgu-@f80)#o@M&@rgnMIuo=Vc9l`0Ywv!O~gaC3z`~xn4dP{gJj3_bfw3+NVSU|TxTRD(Lc(SO0Qk6 znC5W=aLtROYKR;0L2(#fn>UCS4OmrAVzZ_tbPGq(0`NAT=kz1UEb^0fMI;&EDTIbb6iqWPV+^nTFLaCSkJ4 zd6))^QWdvO8n$T|R82!@ABNQ~M&ND4FXoa?g?9~S#(iI^_EXao1{?jO!(6~&Ez<1| zUGibIiw+u_kOw-PxS5#)sq|i8+b9n?sfj79@<3y0C7{~K$j=+rIO}uG-hrLW`htv? zjr5^Y$j+)=q=Qzw-f3jymFvf#;whRrz(Oa(v(esr4r}t|cFJ)s4CYw+qhUngJ-&BL z52^Pe(~zzLYT~9?XWMnJTf-r>IIP<*VW}A7X@n=;15b1SOoY(m`}S}&9^JQx2i>=a2i>=a2i>=a2i>=a2i>=a2i>=a2i>=a2i>=a z2i>=a2i>=a2i>=a2i>=a2i>=a2i>=a2i>=a2i>=a2i>=a2i>=a$4|=RWAga8JU+pX z@O-^3mGJ%}Iv^MqAO$-S=9-_3UdvUS{a_{CG}YJ9@%6M?E*l7NGPU|9dgI@F56(rV zBZ7HNdK(3}CuiE2q4Gh*gl9K@V-zS%)~9=9l^eF1b3-XrUlDqv0I1PcHlsKh%qq^n zz>(Mdk^HbQZQ!>Bj@jVcYh7_tUfI=Wdvthtfp#^7)#cSBzp|?DG^%40N`d#w_Je(l z#`q3plTu~@*jTOM3ads)-!}eG-X#-=cbrVK@+R_~If4i#A zFOzw{ft&?(NlK`C<|_-sDy7mQszhbp%5VP{Z*Kx7*>RPL8jM;}ORaWmY0H~jwy`bQ zs_NVq85^prtEIBKtID-#F=Hn;GjDcRsy0_vwbUAHum>9zq;X@~W|?8f9#(@H@O&^Z z%dIpLL8|NAi2slE#EBEzgm#;v zli{LHP6x~7xG~8+?2}H!E!>c;^oJ7dCF%r1}?Lz)%f6{NP2s)hy8qOCs=so}d+riLKs*RyL|CNl3)0O6M+# zVs$v2PvcUMi1sIs@lJ_uH%`?dB)0X%i>#8nyOomM-L3TG9;abg4b;*JEQ#R9`VCS2 zWGKJpis9(ToRKFvW?(NGgu_3#l$LIpYJmlvNiF62zVZVtcl>W$()lM}SsChU>0bo} zjNAR+FtHgwt#?qF5^KfJutko`{Z%OJoyrd6IT({#TA{xBzwa;zPG0^~9BwHlu#3rQ zli)rqqpj(1q-@?vgi|Rf#s<8<|BWzyhWAL7V7OVs&6QFKck4=U#YwSqyJPM!#Q zX&Q+6?17yUuy|`-KVLX}fd)uKUZjJys9Q8l!O#6k;ndzr=uRC}1RkF$uBUkMvxUVg zC_xM-I+`o?BEMYNELGWx-?5pL`h6NED}V>6iwDm<;DHo6(gAI!5sbu(q8aFA2)0yP zgYCGp)}yMYt1zw)b)AYO;D7hvUMpFGHN*?hxx115$&t?Gq$TrMUMOYW+go36S>c8{vy=V@58yTd*zVw+nB%(2=npU8izT2; zp_5xwF?rGPQoeaGrbIh?cnHMgRKKP&=}5Dps)?W!l0H2y^7 zMKX<_QIl8COy~CGUUZ{aDOk6&fm7!@E%m$**4^>$=TH=DRsavsw5Pr3N~?Pnk4R%i zCUq+9Ddn37qeH%7LPNmjiMNrkXOW_Nbq$1{JP^0GMH}FOD_3Xv3Qhvz%`7*dDQi!O z4J8I%Aai4wZqbf6JC||O=~I~gCyK_AdQr_oM0opwrchUK6#y;90KOxpTD{@1>wYiQ%Y1j<1g@g;eEffSjT$n=I+NOCQ+}T*pq)f|b z~lkD@g7W;hr#B+Rzd!Nq@@Aqkg^geGn+vnXp&+%I0bL<}7XJ6tz zyAt==leo{0#C`T7?z0_psWAL2f{5ck=GxX%v6efA&jv-@zLy@&hkJltpB z;Xb<#_t|r}&yK@=_8ac^$!)mLkI?V;$!Yi;&+4AzN!>or>GpX__Z-_3&v66U=UUoN zp6L7h?WuGqa!U_hXMPHB zpWbO#HhbnfX36tnXI_u@+!fAOq~Y+YL?(`R$%_T{o-{D_+nD#kROqjuEPOSEKBn67 zb(MkB)T4wL$71x`Vb}Xsw694cIcZ1ar@yQi?@x=7_SBaZ=UQ5vl()UCDBqA4L$MHRTs}}mJ47{E-z>~GX|`->w5@nZ-bPkA?YuoJv_%PD0A!KqO&8^ zf%ssMPPy~J_hQiLciXHF_J&%yC)EDqCSeEMd}#rEC`guE(h(%fEws$CBEeV}WdrqiK)c(Lw@x~L0 zrys!Mr@44Ws{BMw{O=;_V{o72tvlV(`2M*x3}`D%zqC4H_K$?IdCfB|w&kvuN9!D{ z?+vlIk)>j(3Ag(eorCrRAsR1sk4DQ&5b~%m4;TPPjX7ghq z3NK)eKw=UdVgBhbZYs0&mYS9B{}9IJ zrDDGX+}F}9fd3-|$e=ejn_96y8OD~|T>Zz+R4jTvt^bP@%jxanZZu1 zKW6&9oS&mvu8KS`Pnt=2(^Jy@Uk=FS0E-uxa&^_41XI#6Jt_M-GqJ`G#9<>cDXQ-!m1HR)$$P8U5=o!px?X;b>H6 zr03r9mm#d!Rd&YDp-L~>W&%h4o1oBSE0!HM`S(;dO#d%TVWnZ1h|W`AR$u)eVLoKP zRKgG4DfuvGe#A$vhfU7c--lqS`on;wH~W7)6pXqG+sfMW?hj14(M6QeU7jD}q_y#+ zh|-+FR=SRbc(U^^y~trFBo}iyz3*0nx&^ZZ7;12Ssd@A0A_thpEU1%dP-$H*DKMl-O~ZI@!@D80L)30vccuZ4P9t2ha#yiaZubzBYvs#)Fg>#t zkbMDzmF;^&$TX#zWLo7|ZfkIo_mU7xro0)+lUJRr1l<>cjBaMMU4o8c>s=Za)GI=$ z(djYwAXp$@7=qX>HF@qxFDBUU9VwWvC4=pLf=TstVXrrpP68CZn`Ggmu;=iAgP!5t%*Zu+x zVOC?-u}=kCt1ibIsjn=ZlSXG?`{!;XS$LbsN>=Ttk`==CA2rF6ov)dt<)o=eX$q`j zX?B?y>g^^6>5GEg$gdz~@cLIwV!Wp3Ms~_(KDCf#OwfsOh@^xwt&eS=eA8e%nYA~`MN{9>wSp+w;En?=?Jg; zAeNQhFAJ!}?$J@%UZ#8hdGpQG;z*?a_m~uT>NW4NEGtQ!AW3g@+qs7|!0DFt)(-78 z=X()g#<#c0>5W_# z)OH9ZRz(Pf5=ma{atdP*!bsn@VeD%`twdZ2V@r3oW7Ex_R;;UGEV<;yj-@xx%KKUl z#FvK<;%Rgs><6%{6nsS(U4|YzI#0*#Sv^ zoCl$-0{un;aC>H2b=WsmTCu++j6LdkCoAT+hB4E+@rY$G&i{9WFlo8BoCr>L`tC5g zsA9V=tmvT+g46NQ5J)U}2Z#?1_?`zw_`VP!t!10@AGC7mvIAD$?cKUN#{Ut?jp!%;hX%Kr$aMB-4vhwg# zK~lsR7l=#I-e7=J_pPUQaLsnSllq90lP1FKPnk4HuMoiG1m!?IvScOaXM*HNOU#H( zuP9mZe>R9OwUY5fl8Sqc8pJ1qxZ?5MSbK)fJhGqc8S=UgrVa+zf1@b{Nr$zGV$nKB zr_%BDl#X8r(jgvfE3W=0ma<{W$`Mg13Io$WXZS@YSQtq}{Tz*zh)+=>{J~0224`S6 zFDY4Azf4%JqLp9yn)gP8gbP7Cw5LrihqSeYM{PT0w2+QyCT_XyH&F5)aZC}>vu z`D~b8@yZ+!I<-N4E`*iorUkpGdKaDLR7Lnf>ZAV;#dQXclooAJq>HA2^mj~K5#4Q~ z4U%}t3p`dL{wmCXI6g4Fm6Ng;?Ul%Hpv3=ekocryn`nAUmJ8H>r^$d6fggviH@6?* zQCZ-m{2e7FaNNlREdWY;UdKZFhg38f)&n#?@S~1k>$>GM{jXFM@pAwCEpMXB0~}6G@|KPRbyF&o46FeZA9^>Nn>aDI+!z99%0;*>6+!0WK^nIBK@}I` zj#LO4Wdn%N0_T@)oRT?}3Yl3lyv*e$>h4qonGpnuS|&Ss2HPL`Q5q*LFHA+stndZ* z$r%Ug#i>x4iSnO-vHHZzQjs!SvwBG-r8Q3wjys5FR$S(@Empc-72=5z9F%#=^Da(l zy(YxU?DU~qh5N??A%x68g5)H=6^{B~7&WubGaM|8b0)-*At6XY%1&0sD1{he_yrh& ztA!D&Aws4)&i1!3R3n7Std`K}!Vqr=Ax4cd;f@JLc@v@d)=6f$1nw8cm`=mUte+Gg z45OS&Ly?_mK@9L$&TI5JM&lK`C1pp^JqJ=dlniQx&TU^ZhIg^JEB<*_czEEsXNdZUiOGLfL45PTf>W;V4}nJZ9eM7+O3Sqn zVq{^^9y2Em-w*^sU12Y2`4B0i?W8HsNpK=A~5 zsQo9V#5F9IvWMU&%q$81%TgxrD z-wz8)hM;(q~`lGZAN@p6GCb>i0%HE%*fk`jV0n?X*TWEhC=26y` zMq*)J99$^wG`0UX1eUHe8d$CdchLSiM3arB`Do@gZY$q^8v@GUJrXeGYHbVk??TiA zRkK`~Z9)A*2$k8nyj4V}BL>L*&zP>C*#rf4nQu58 zsH?NBoPIu?;di|`8J$1tLTn4{rr<(=S#6wn*~PINb6Iz5lW*(Bv7^E6)B#EQe_(Ph z^9hf^zEj&u;VnT5GjfY&i+jEKfr_aSSp7c>6Owgrw$$G@(O__UkPuUaZhUNf)%S^7 z_i6`F{l7BlkXiIWF6CAw!wEVWHiVaqyarRn{V~eS$5dRtVN;(n6L*z0awoS)Ecz>@ zjPhNC60Go@@UDThXg`7o{eMKp)xoxVoRD(qm=qOLe6JhhR_k&{3-<@yP&b^3!gVmwR`t zNST?d6YVtp2RH5={-uYC=Etc${IVPLCTD{zhqx8TQmv}H!@Cen^K#JJ-JrKx*BDxq zpK>X0SMz6gb&BDB%?)_WUFYK-+Dy z-|x&`FJbD>y1{REuLrbnKj#H>F9Wm!{;?bIW_?u7$?%`KVV)0nl=J^=U1biN z;p#uTR{zq)x`o2>Eq`{Pzi|WIN`ch9es-w;;fA_{p@K65TyB5w27Ms~O*y;ar1T%% zICrMqy=N8V^V~u>m2%0R75e#Z=-b^3?W}+&-GH~*m)hBdai<&Zgm+n;g?Nt}@;2v6 zIu-5{)R|x8hP%VRe$EQ|QYYwM|CRXrow$YU4J4n$&+svj34F;@YxQ-0|H$jXyM%Kh2bH<3v=8H!vla9=7bl92LLb33%oF_ z`n@oBd0|-9dtpv{VOZ09VP52gVb$)1d8rqMRk#=C9q7lt*g7v}9=7*?)cn8*vmiq#9#^}?`9^}<|A!X)a{ z3)A<)upV{8Bo{_Le`m03-5A+lhLV2td3(d>4|cmGAKpfDE~TaU%1?E{=l#Pkpf?k) z_a`x)z3)0-SlORa|NdFx|7uJAoF%VW^13B&TJnc1`K%>BZ^`E^`GO_?B1`^8OTJ>s zS1ozZl3%jqXD#`RC11DX8P!OD*}1B_CMwM=kjUOa6={ziP=lmb`1p z3zocS$sf1mPgwG|Sn?%H{$-XtvgD6g@;OWX#g_a_Ecu!x?_2VJZppvgl7E#Yf3GEf zwo{LT#>w#Mk z@_sM+@OEWPO=J_?V-Xx1;P_%n7Wr!0 z2`8z@?nyeOAj>yMJ!@;t}DVOVfKe4(W_V^;i z%SucX`bCKeTq}Unym&J1E1@clcv8f}le6mSiHV1GKtw*Zwuvd^`Z^BNXb;nMzQx!6 zpk1m6JQoC}RPMyRcn9}Z$H*PoR*qzNd@1>i(6{K+A}oy)*5AWhbow~&C!+1O34?r{ zuU;OKa551NPfRb)O&EMCGCuL9Z_AzVAl^rO9AHuv>ZAwfL=K=)8_BT}vel`6jAV#f zF@GQ-`VJL84bM?L{mrMpo9cD(>O{bNhq(a|-G%PjqzeOwzI1qpce@}`aVyPlbtJl* z$`%Z7rKKA*SRf+kU3~PM+JT9KI^sy?)1>ujco$R#HYp;4!Qq;_m9|kbh>p$zj*0}G zr;ikYIL~m<2wO}p$2;8q^kY_>>)N2saQ2fT`xd>Ecu<-phi zZ30tyu5EVK_qups%qlcpp7O~p&pC(H*k|z?k3`=`X;o? zhO1}d{>^9*i5Ca$j4oLkzE&deLw8b7N-ay$2-k&rJ` zS29iX z>zQ=Jpv#Rn#LRkxrxO!x0jASwOk|`m1Ap}y@O5}P4H+M(L})v`dh1kR9MSML z3<4$qBD_E!l-=q-+*lihTG2{{Sr!iiN?JBb~EzB*x~T&j_6iIodEuqM1(^ zF4;_Bqw_A)UA6HdKqin?qWoUP@GkSou8q4)d{;H|>j3uPe4XFB7>4rU3;dCpazw81 zop^v{)a(32hAkN0y1cfrq&`wn^U#+xEEM&JsKAswsc6*j3zlh9VA6QF@LpteTn3N{ zpx%9Q5MN{pG8NiGvI~K|U)$JTk2i1=8Z0A2 zNF(^f?$vGToy=+nn{KD^hOqv@z;RaD@f z(2s{q>|!f0ikiVhIH`og6H9xWY}T)EAVj;J)!tegrAf-2W4W^7?X37D2vJGVKwVO; zDk>=oCFDVlGrq)u5baKt4>G=COrw`x!hDwFCSTD1^q1kCDsL2gS%j3}?VSnS_t<%A z9h)sA!P`5NiEMcL;?l&734%DMuy~7l8BCE``&J6fLzV?#6U09!%hw(21l!==7>@ zllX=g1*J=2#yoGLBwd73cgv;qt-&B7&jvj|Wc@w7-?}V*9O#oWy**MkLw78q(?Ra!aHtw1AJ|h9!Ax* z{&60DNDh6T$T8CUK@ndcIk3}#I^M-|M-$t4b`nl1bfO<6L>*)@riD-Dcmr(>eF`B^|Y+V#IGwH9B^cAhcd>x*iQPEZ?+EVfXh%d2q z#YD8(Me=ucH}S+6sSbv9f?yioMY>Ip;Y(~y!T^iOR}kC@f8iQ@P5fy$!gNjwM!qnl z{xZB1UPBXnMFj`SZFFh#dW3TrxoOwi14VzAZQeL6yo zt2r5G4+Z#+J-k9s9Uq|ohANAqO;R*9VU%c-Ry35X6>WHC9-4`X=BJmZCzgds&Fd7= zk{yEzeGv8H-K!Iw9n=dvx_AN(#S^XLnR7{q4l-#4K{@Fl!FDU?+&?BRsOUgHWudFPu{5al zVN!n>p0cnmM%Zln40XSI*4KJa-B)pxU}6LLy2Q1hVff=De*}#AIK1ZqMVjGA7ZW+) zPIjQ##Fk`N2WOJSVy2OJcyfjUYPT&(5c$>t#u-}vm$J76Fj~z=1igdjHS{>F))`FW zOX1n0*-a7*G4GV7G=VRBG{VE|ojo*ks5uVi35O?UoIr^7 zlJ?r9+ERpUMC%hUH9B$BUZaktLA)T7PLSbC&aO?KgKFTH=>V`|1AyRmM+c~6xw7Hy zey6{~Skg}0@ub5$jGe54f$e6p^jIHr{>`7mo5|#(4+!*HvUEAh;6ZdLvhX*ll|9Ic zcPHM}noj5c)k$#lF%ud(rV9mU0uNuiV8LEY0xH<0BqWk>FUFGI+9kAZT9yj?wfo)a z+V^4-pU%LGNbUW&@)w>Fh27EN4UyF?Cb?##M8 ztT1GWMUyIwa%2DkEx>_zL_u&zr{cde!k~cBnEMUCkSVFOzD&yU_wdf?B=~|34wSpC zcEzoh-xXEu%l^jARlPZSx7E(Low68Mw|C=h=zA>mteFyXWy9Og*+CHJ6mW z5$z8&Uf{#<6!i)Tj9~&YK)l+SJX3M7QDGKa#N6W*85P*l(A@r#39{IMuXZNY0;-)D z^rtZpZyv~_0!(239NxUFKOl`KdH$-r|F{+nHN}BhOtTfNAh39NlIN$Gs)z)UUB?B; zb?oP_bxXdlg1#cktuY_I<}S=k2wQ}B)`$`4X1&s;;mn`IoAo*yA)Ugow|@0mAi;Ve zKZ~S2`GD@LJ`7Jyo50HN!WD!Yme`|&`MlcRs$R<$pyV^&qNZX{?i1Aa3w3!T;(7jp zIUHtu40;zGk);8H_pMIc4_5{};+)r0^oa%t{)Enj;o+_o9ekE9Tb;NcE)HJDIgPI{ zsbyh~tZU^UVI=wrGg`iqMa^G_rxAZbr;b_!tZ4p#0;6YZV_q($W(fC`v_D??G+(*h z;j1*b)9k6HVy0+tTqP~+Bu*2u5srqw1Fwi)L=`a=7mJ4{AJzd;Oe{fi^pzCWv_W}? zY37CTS7Yf=)|5dxi)juOEV0!_UP1*5>d5>Xjqhr9MvD-(c7+=qML4IY;YZ z+#1lTj&T#<1Rck`BEr?2Y~yn%TLSNC@);SF?b{qs|1rF2ehb%KQcwB9hk(3j~p zF4OWavi^S4m+7qNecrrmM4fbahi>5HS|$PTPAF?N_-jU$^+>;}-EhIgHn2=nkDa5Gfhmg|QUzl=i;*bDv7W_jU-T%UHt1oU2I zC0U)yELLz5!|w+6US%JpL`7j8SL?B)W_4zjM7t!9s})#Mu2i)5sL<%nSKy}Wx=BzU zsVneD!+(#$5V=Gma`a<*KZjK_XTz2ZkE1usXN11nG&*Pg!10oA))0j#rXhMWiMy_> z4fg11ZmMrl!@9DqPl<-U>oF^WrK9h}46D7isqHAzVA5#pFQzQ+#2m{6PiprLwN9Vx z;NVOt>7LwQXTk{~mt93W-o)d|AJ2*U-WtLmWUGey;088> z^l8gqiVBqHk~NO?l{KJ-gf6#yrFJwV>ZYg-b)*6GAH$obS%}Z~qIclgUepS*%F5Tg z=FGcV%y;-sXo%UmWJvEt_eqZm+!Nx1+f=sFBKZ(RXq19@+>BB)g!2ReAESWaJVwdG>)a}i{AI)lao67Vr5)vkWS251sycY` zNjaiHQ$>W;ln4OgEt{sKICHREkS^x~0!qqthJ;PTIzwRcGE}7uDKODy!qW6UAmFWB z>CyTnG))QCaKvF!D(Pig36fHwr0@+u(zcb|iq_d#UxSsRfjEe?as*MWMF$xT5T>r2 zp1N|7x^hxbPHMR9FiGJA>XOudg>0pCHdw7*wUmfWDo@vGF+DQOSTAysBHst!w7lX3 zpZ?BOZRY5Pud#wqN~29msNsFH3I=Zb4F$v6Z9;boVtSeNN>8!{VL~8OL-7OoJTLR! z3ewh;Me|a#Gl4fIq-Mtp;lE^=(}i-^0DYO|^CRJ!%2nhW?IAslR7jJZsNp>Ixj>ZfU zEuShY4=|tMg0%ARo>6&Fp>He?=?uAfNTGU_DK57jSXH)Qk4{k~{0qte2TiF24oZ$X zEICjOJZK=LD7_j;!R9!lir**6O1C*8$?5*8QR$|IF$H_Tbf;kFrrRUw7pWtVjnpr3 zN9b3Lpr!;(67YG6hm_!rBzP}Hd6N=MlYn-v_RlK8ED31(+CQ%Zb0naBrTsT6!9^1A zo6_@2@D>u##=8EJ6091*V@mL(5xi9i-ev@ESAxh0+DZ@`K~D+RjG(Us8%D6H1n)3{ z9VOT^f-6dJl?432;j>EcP9u1i61>|8-lGKXB>_K5_&yd4k9VWBOY3o|P{e3Ro3Z*| zf|pd$R(YQwEn{i%j1ni|VK;I3^XkKC1vH2@pTa~DGs$Sv0-aNV?ofefq_93-P#@s{ zqNK2f$5+@6jK9EN`}>q~7JQA$%KMGr>y+T@jo^by@F64kuo8T;5qyghe5(1mCX&KV$?SQ-Y6^Ks_#@1V2uK4^Y{DLJ5At2!2ute%c8By%PLK zBluY*_&E|>BaBZf!OxT6gCzI`CHRyP{E`yxJg3lSjA1cA0kl@1<pMakyyX~|aMY3)7Qz$OPC&Wi>-EA<&H9C2hO(&%1q=)AmK z-HbNyeB)p@-fj)no{c#>-%8oxC~4VIQQ$3&wL1Ea%WoaRZ^PO7j#2$Xg%=m@LHkD*OK$&2rAw@9w{Dc{csFjD zV=kPZ@1*=BR;pV)5+^wtqw`eFt09S*#>SCHRgy#wXtVmrCEQuNdztg|U8DMl3U|;x z;-e;wSUQzA1$5xQ&=iqd56O)woZj!I^m5pgJ{|OoNdqcL@TN{_=p1QOc?UEvH#BbA z`LY^L_V-Y-Iao@vIhZcxq-$lQ*uzYQ9trOivJIX!$>Z^67zXE!=O# zY5iVGYtpqTLNY!Pq#WTw1Pz}%J|S8QD^8MphRcs87d17s#Be-XHu|p^^8xFbTF^o(CRu|sT*r}gpbPm z2Px@E2lHADg@!AYLhID$&b4?YIAF+~YjHG}Dr+1~-ooM>{1D|JYaC6&>h$N1qe+Ye zJ$D>UB59heb|dSsYL4=;QSHVAJ!rcz5jf$Do!f3q97WRqydpdibb_M)`S=&y^EVm6 zF(tUw2#zbk2_v{e2~HWool0|RtuLN^O@Ma~r zXaw_0@D?LjQi4?y&}Pd1V@mL(5xi9i-ev@ESAxh0+DZ@`K~D+RjG(Us8%D6H1n)3{ z9VOT^f-6dJ)d-$df_EChyOiMFM(`dbc&`z>PYL#o;A@oN{YLP0O7QhY@IfW`kP&=X z3BK6~zC{VX)d;>#3BJ<^zDo%{Vgw&mg6}he?^l8!GJ=mO!N-l@N0s2mjo=eX@Dn6p z@A*$E!A~2(zgL3)Xaqm21V3j4pHzaMH-cYKf=?O2FDb#V7{RY9!EYGBruSqOe@Qu&k9Xqr=xT%ySbyc!g;n+81)irGE3Ewa3FU77 zePUq2XBFk=jNlKI;7^R;PnF=$jo>eo;4h8fuaw}w8^PZy!QUCd-z&jC8o~cmg3l{S zIzAu&B86lG$CTh!BRH-ECyd|@B{*dScPha>MsQjQUStF>R)Uuq!F@{b3L|)>61>_7 zUZVsL7{Tk5VA2Stl%Qw?B_*gDK}`voBv30nO7KP_c#{%L8^Kv6m^Fg)N-#$P+Mv*X zvl3i1f_Wu)ixDg-!Kx8FrUXwK!CRH!ZAS2RC5Vimtpu?V^ps%D2>ME}VFa5>@D3x` zQGz`qxS|ACjo?`&c&8D(O9|d>1n*IT_Zq?blwjWozJ>*IY1r^4+M=hfJvxs4-TEZ9 za|zhcKH{my5_JpM@FsSP>A>m+u;FbiQyW_K7j*~N@Fw04sb%W^ui-JZgHa3BAf*<`dYjxU+_926&iL7lI9MVp~ef)Ma49+b^$m zu^HP*o4OBdc#?z5_OmVAUBY1MRxsN2qECQpxw;k1oGj;UZX7{f3x@M7ayN>OpsocQ z-oy*4TBfc98{TT3>C$p_C79YtBFE)aa@3_@!&Btmp6rtI8e9BnYnqO!E(aUlwS5`K zm^uT@-3GFkPlr&~gdyR{K28O#?g<;7!2TZW?jK-_C2itV-_%`U!&BBaQ|G(7Gi-Rb zRc*Z6(t=Rehox=Y=3-N~hz(CTTbMPwx=Bob!!b^~&8geOhIdN5WM{IDtgaOsn!V9h z7IX-8!PxMH8QU;*D0SV~@U*hf{T-k>kh*(}PC{+)!9SdCY;Sn%(%SCjy*6&_(>M4HAY0qu^NhpWFn?Uzd}fM{X=AJVd7NE`<3C>A zTzkj4wazYX8hhZ~xL5W6gzEbM{!4pGt|?Cy?sY;6DM(tBr^dw{C{!6ztl{HjREck|D}xJ#s}pF|7|CDGSQ|SXfFo2J={pY z>_kdDe_YXe2It231t-RfO(yi3lNFA zcWU}qoq#WK0+OS^4gF~+^nFQa+>3*=Hdk<-%Z>1RPK2bADIM$raD)FwMsV&rw8O>? z{_{@o7n$TJ=d&C3KV^hfi#cxCUva`F?ZDnjRR_VH>v)6`KL}}!AI-hW^A=;T- zgN-KNpLM>!P+f1>q7bc_nZnfI3YP2?(%0#bR07v<4i=;HI#$APf)>`F1bUwn=r-@` z`<<^RaEg6*3p3lyK@tbG3{A>q{5GurP>JT)ax;DHcc|%qL{E!piSoazE z@L!z|$Cb$_AAiRAc*+=4Em(yT<|9s+lidH+tGGJE9<`7AD=;!YL_Zb!c_;mB(9Z|y zC!(LPq@RC5KbPp|3HrG}KSlcaCi>Z?pD&@GDf)Sqe(Ln|M*4Xl{dDQ)_4M;?^mCqm z`trl!u||J0`TGjb~7Ow!ZHmqsPT8{$;`O~v&%u9bR~ zVz1haO0{0O(`}a9m3E=htam!if)^c|$?i|5@ia~fSGn71_Dbzu3I8k93&p71t`@81 za<$X0bQ^_o<4g($2w$B}Xsg>4HZW96g{WL=S1W~juU@N{E1hC3D)xGDvC(Wd&-ehK zdPO>w+#M%0>`S1Xch`mw#^px092ZN)s9SB9+T~)m(TEDYZoAef_PXWv89Op4UYkzg z>RyM4cAH%rmawm{S?yIyAm~KJQoC8I*UFV%xz}#Dqgtne(xXF$_BuZl;s1rmi3Qn2 zNpw2JW;-gBOQl+;TkbZ>-AY_3#GOi|+^C*$UF_<1jj3nXw#l~q9S7^7TCW(_qguHc z7i!IBw^poGDwS%xT8(R+VzJisu=;yIgPzi0pVeTr^ZDAaP-z$AxEFQ1&8S%^ciN?H zrCF(zqGqGgi;9i<8GAgY;z4?T-+?GMONBxSRoiTKP`~9`rPz#{jW+Ig==GvTt?fdr zZC~AN6UrZG6xzN_38@uOp;5iktTk%IsNE~tH=a$IS4>!otB+HFUjaxd;i zg(kX7qtk4hF{YJH#UDBG3lXZP+wJv0SZOr7&04uysC4Ra6jkD=RIOR@O%nc8L(q<5 zB%#!-BXp@=>J^KGT@yUa?T?HS5*l8DqfcB>b5ZztBXpsz&Wjp$W?MUZICp->x)E@DaxK+8KK) zq*KvwAj-X7sTMWcwL-VpuC{B?aZxeq)Jw%?H*QqxT^GV6;Ka;eur?i+W;!?SGMon9EIv#N% zPga}dI(mH#4ZdD3cZ)r!RunQ+7%ttYmzomUkiS{Sr~PTyhGo=bsnP9pF)Ea62w!No zp~#@*(fO*~PCI>s?LX?E)SBH=H!if}Y9p#OYh8>s1!(4avDxTGZB%@KVv=)F1JV96 zw3TAJfc_rErDmtnL92_3aj%Tg5yH4xtGGxs=AgJJGvDu8Sw~KjIN}&I6x?o zN;QURZg!$3^b=yo816dN1~hy(t~b(vOrn-G7VYptYbken?M@qdyQ0!Do&?b#uw^C|%D$Tf2M;fYt zz)+6z=-L1#5l?Ci+I)3w_&}u*R~i^zy1h~bwrHhYkLu9tU38x?a}Y`q%*?n~hpAbKy1i?95i5To`Kg# z)3=?NuPb-!%~BWYrV3qGi=!shVO$|I6P9YV$}tUXPe-QhN>Epoa-~}DpskiW#X1VI z3FEC&M#t`;95Gf?WZUPblMp*7wGsx?a$G3GOsT@?t`*Sq3NU;M<#q$QI1W%uaxQBi z+HM4O)r{(}X;J;9s8WoIu(45o7@V8EW~WpssN^J0RGpeN2c+7q)(hQsp;qrSBMh-^ z^n_lySg%xRaOq-bqdZw4CNb+8hxYbhUIBz+y;JYPMyOXxCJ&}1oDAAeWD>BY5oiYx8GqF}hQC^= zTO1Ijml$#MFn0-S?!KM?xQ0mmkNP_Jil~B=97pfLb8>4&)23=JZ zgo zgs;^Q%H{OM1+?n8jmd7e4SNDwx6oDrJZo9+lWMdNI%p3zU~OS) zf}y3+Y+!`Ipp3y8y%>}0dKV^~yj-fIzsHIGP!)z_8~qV+O^J;F}`o}Ff=*pAT+%H4K3u2rh&=j;?zN3~m6wM3omN@9N5L7MDT zV9FK>sGPV^LPtPXY8Tp-YNg)kRWJ}*Q+8Dl-{ZtD7aB2~E>-wniYUfnw}}ijU}nJ< zDZ(RB%5cJbuY*!(mukg!BZkIoLsu1Ilm={d=-(!$5|~T5T3aRL7afS#!R?1}6JsFs z8z#$5m}p&iA>f+=ND0Q7GY|U(C-Q4azZR>o!#e2sP`NNF;#yR#La)?H)izpvN6PP4 zoS1N_K`U1=+Q1UQm|JO+DN{g)tU!N2m84A$RQi9w0mAgFUBq0FT0#|uAbh9P5oT{{_mXVll5My*XZ_|aBGw? zc$Z=9cc2V0m4tx{4H=j(-{HiEsZ)_zo*2eWzjkc!=62c~LNg+sbh?lDNp`?MPEhaI#Uv~Z_dEWtB@$!pw+ z>ZL*tJ~r~j!3M^BC49M71AWQ?s*+0+<8Gr~f|tLDc2#XOs>m-iUK2(q+E&`pKs2yl zcW_`_!N8=!pk9EoLY9g(=q?!U@Ea65a1@v=6ize!DF=mS&b4x}R&7?{6zZauFnPcf zu2AkaiyfGHXY^ANt*st3Id%-G?cPYv#~q+T+^qDP)ncK9nFI{B2*nO(biECg5ySl# zxsE>7YJSXtI0GjdCceF52PzDc0eFJQaE1q^3p=2M`FJ=V`>2D!+7ph(N(8$XRuPm2 zX5z&{vj!y=l`#C`1ui@&wDv4tNu}y%_&~BKpzq8{)^Dt5dnq(I^J!NdCXa=<+Upjh zS{tr7j974VqOn0Y!2K1sF)cphMaAmFgQJM}_DrlNZqb$1E>{WeHO#RpWXr?Fk4aG- z7HGZOZJ_F_XwzrZg`9S5RL~#lvRPDSGzRQy+<@<-ivgw#FBO)WFjuc*-qvYC-`M^F zRXv|`0LmS*S>XUiBIJ-CU9dk1<2W+BW4 zI8F<2^ugqVTccfehkccR|J#8mqUX}&uwFtN!(tlzNSFX)29Fgy*hA2jX}0g5I2aFN zW&;0W5et1tN8H9FtzCqFqz6-i79wB=VFNKts;5-H+Z*1AwvK10qV*QySqJj=*$^BazN)% z=wAA%t({9}a0k^f_2>0B|L$LxVtT^$md-;P@dj>WM$G$%cg`%d&abYlF3q;i%{?}^ zJhw0p>9Iw|xIX-X@)UMF56@;2oaxYudYD7*T&2r)r!MbqtiP%=m4Z6_yh%Lyhzm%s zP7khbb}q(9Wp^+IFITjNJVCeoe^o3y{{w!8=kxgJJrcaDBy?Gr{r?HH3{u)YaMYxX zIg0dYk0DGpl57w6%VW*|>a zLg9i53)2lp_@h-RhRfC%y{k!I}k#Xg#y^Xt*2!BnT$ z>ctT+OX>GyoL0V+S6IFhJ^;R?<=(Wglqe?!j~qn`7*%-hP`vB$GhqS0F^`Q*e8jZN zm<0+-C{7Rs-Ag|e?OeLz<_dAA1^-eH4`tZn z+J$il17soR%HuSeAbb22i^Kisk#K8Zp}yPAcS@EY9-CH!3MC8(U7t!7or*4rz(}m~PEUihx^a8&QVX|O(+f#<1J4}_N98|+PNP>(OvEj^smQPP zG3kA1p+9AEkGHeJVm~)du^U7oyE7r9t@KbLZV~5NZ=;I1YaoR#>A_h_Ypfn@g9;_y zZP$&7zNVBC00^)TN}|cbRMJCh06rbrPz&ke!Nr!*pdLN zrpf0L;Tb8sTx~OtSJM`#P$uKd+F*+o%G~}k);MDjg)Ffv@M2ulx!QUfkNj;tJxCc= z$FeI@(IpXyX5K(++oCZ&^6Gai&Fr8GX`-32j~P$K!S5aIbYN6PyO-UzHI`;h1D7Nu z9W5mk(&P5=u{v57fg~mAXyixV(5nM2+@On7!FF>WtD~i0O9GN%f;^(FV3s!4Fp)qC zU1EJ;%^q{LfNw18!@?B8q>b}OC^530ouVD9jXS79nzV6h)g7L~%8ca*+jttdBq5oo z(NTL$hv_{hf5J4@M9sq$VylLsMAz5aSg&@9d%PM>FolqOT*^t1G6Bx@osY6Cy}7T| zlyIz&c8Jo^Z6|NzH6W>zt5GErEJ+;c?y2Cfth>}1GUD81Ym$#m#89OR-50A~*qvu%d)Wa3xqyga| zeT;QPnvpoHV>KWfR489=RNdgIHQW=;FTtWA?F@GLX%UA#*JC}ZuVmm$Laah3H&FV_ zdb~n+afLYPLhOHP#o>HnwMj1l zI<#YXm3?5LPCTs?BAMyi{b?*us|zc%iOq!XJDB>SPpPeL^gO#wKGwV-4P26t%=NLD z)84`bIyUWCbA166Dy(p7qlFyVFiP2rmEMouGR_=39bS@=v}_8ew(__J>R2t?1{KOg zbv%t1spA&;-O2atl=WDu!^0KgWPbllT1Lm3-y1|BQ==|z99h|V3YVY+i?6w(E@llB z{R*Z@&gz$kDTFF_^zpGMWvw?iccbVGqL3*QjmW}`<(g=tnB2ufT36oM*$O%G*Od{? zE;Rv>44@I7gNJ7Y?!%V+BdDU>rjLC>c)feWT4xq47gSi$DBJ-4o{d};lgCJa!iK(` zu*K`UQINshMlp)cAPOIbX2ZAg);T;N9uVf5ej^AiNMW?gld3Y{8>c)Cps?9(hCaS^ zYcp=GuFN=!Yn(RYfC?-609_1rh(6Fow4@ItAcBmIC+G2iTncpV#*-e!ORy~%8yqv_ zl${&-;1tgSPhbQb5Ut+pTGkW3OE(c?`^{CjN5pEW|g~f zrl+G?G!B@s9ACWpaN6Kd&C3FIh$h$uLSWG^@NhN?=Um*I>a1_kE7DFY&FzQg_9biV z2_c0Kg_V57E=Y$fcRU!)MR2J+*o=0RJOn2^XkSTwf+>2gOKEh57*Cj-lJgzUW0oAj z2@h=gIkjS@+WSRzy}OoP?r5N9xJkQ9MHEJi2K?6WW+zsgO~Y=KtDSKL6n3dvgqv8P z@BoGHe&WMQ5qx&|)wVUQYCMhYyzvIQF* zB>AEC!8S107%mL(oV~ew*3?2;GCBlk!bCM?G2xbi$XyT5HSiE#m$RUmkCij0g?mi&fUDDi z$6{hM$&=Rt2kTqjCas7my<< zy`3jVK?z8q#N0B-C7u3snrW_ulAle+6jB_@3P`(aSJ1m0+T7Lpd|Hhv#8^5Hh}mK7 z@a8(|^LZ7h&|+^!8ZGX@Li*Oc_09P_r^12Q6KqLDTHdj-ICc-h9YNj|sL;aE733YS z1+8PVL_c-`wLlVEkT*N!L!w3Vc`Y?sbs_*W#JpxiCE)=V+QAi!eXB>; zp=}CD(x|cM8LtB!;Xpvpl7uv?5{nE@zc~UEk06CI&DvVq#O%jqJpyY>qmCj@8CQ;g zSfdItE^r9cl&|1zWtqEnk*^(mcu7jy6vpUvI}JxLg)z9J$TxAOEI2TC1mp%+$T9s5 zD#7bxx%2J(a<{rxT2b?3eg5&lBgn16mE5LT*WrkG1lF}X62hkv6ml{^+3hQLKX86o zC%}^Hv?AY$u}AlccS7Ex951ZIky0F}u+uYvUePnCP-JbBKJfi_aopT48hb7rUUjoMx zHiFQ*LbAncaf|l=I0JO9ah=MTg)IE=&@Z(6I7U8&74}we3tFzzH|W4VS~?MS#kdEz z#v)=gA%Y)UrvVwl>6?yc=;S(=v$B-H2^E$P6Do@4R9Non#t0$?6B-O^i#xHkg$NJr zd4pQ6zDYe>lZGm!&^O8F&Q`nw*GUI&dUc|8H=DVxqa11 zONAnkq@a`9Ns)_TQVJt?_L-Xu4_uOf72PBW=9U;+@8%BkIn)L;mC{@oaFmn=R46fh zOLFO570?@`pGL{`$K>RD1dSvMV^5MS>rA&@7P(tla*|=e3a!%xX{S=wv8!>rppPvH za1_tpZm$vEb~LWyNl=9p`)6>$Bi*iin0pSpvD)ZlUlQoT2@gj1<@g4vcg_4ra&M3&0dP&Fq*C0|DW!1ZuBm+dgC%As-o|B*PL&*KVl=)a z2Gf|dl>3b`w|5_;QF2ok;`9cYvNiBX8l<;3Fr7T5=#PZlD{`EzzzK*@*W{k9z!tb< z#o9nff#TH6^7HdOL!JjH zRG5g!muJ>?g9DhkUYn6zf+%FzL!im%WQ^16awj6Ah!{;ssE=VL+u4<#);fp5DcBO4 zzs|jfdrhrs%D@y_7^`Wty|sAVJ8Y0^vh3zFYgi#Cjhm9bP3&pMJw|FIbc#EFeJ?)^ zF1jQIdyrF;;$M-HYd0UD6r7DzA@O-C`=H{-Bu+pj$E4oe!dGE}O=J0LePp3qs6tIc zy-U5iNwi%K>(qF@ZXHSP;0irvM=N}qhI(~8#m7?ml0XTIsqYJO^RrGa4prZbBG{(B z7Zzt0&bjD^s&9=G;HT8Vq42#Lpt7OfdI;mg)2bGXBp$O*vT3x3Z5Jn5=uSYV26C-} zz&=ew6hbVgc%KKDtKoGDhcjPoBhg#-YZMuvLJK<~2$AxxK)%w><<+P{jDad3-caX< zoE+!d3AxMyE7WOu-sD}E4)YP@S)&Ru#>gPgsfJ1ZFqNBWgDd1TOd(d%qJwSzxhD1Q zXjTRkx}XEmS9jh$ZU<6`LKxI4KCg9xo#f-zYJw`nK~B|UIQD2TZcY`V5C$~~x464~ zb=;a{K%oos7o6G{JAaHQgxI0$wp2XD9BAMCnak+LDwsk_)``k^2-YUt53UjFHsajgaeDtQc4LU_h+T$SLS@C%wxaLQ`j=Hnc+3N#RU zX0*HO?ywwJ0|}-SYEYLtfcu=txOHhjg%;~euHr)oUmx7~-iB02p$ux1?$tX|Wx#-$ zbTs!mQaT0{x}bBc4O*96Gk)C8p%8^IXgK8b4h)}h8;$`L+MpH@!tEjB_DKd5y0l#G z1baq~AeRbMXaiNS!RPB;OLkmUAebXa=@jo#lPXLh4F;}_9ar^?J8%)6kOhq=@Dq;P zcpSHAkhjhFX-5N$n>WJC%o`SCj<#bkpwI=g%AK_iu36u}qQ1LXX53k&jVt6q_rTC` z1Y@CHMu7i#~tbfQ%Hlx_H-OQMYk9^>UrG8W)8V4%UKmR}gj)*;>%?poE3iLd>V&IDYP0NEQhr35T|L zTg!M7YASJ%*&eV1ZG81}DL48YPCO4)ZV8mIXahy%$=JSjmU371(#npA44QD6 zI-;+EA#|uZGDyPVlp58ZYfK)x)D)Dk;NmiFZS>=G;M|MLQVNSf1R1MUtD9^5E@J?m zoA^ByGihHAlu%%N$K}q+rs`k{b>riEh$m#2c0Z1T@L0IUjcIgGn`#zLq2-QrH17-^ zg-wMOTIhK1`(d^}9fa50{)ED9(Hqi($JJY<=W%J6li3?w{SCn+i&z)LW*59`6j0pY znyG~%*ch!^=dg$Hak{OYvO^6r;K`ldQ~4#0F#}OJ(WhFo>+5UVgEhC$=4Qv+W0jx? z^euosAFX?r!c_7W$lb@%HG*Jbds9o@s~VI`?xrxWTr3ztr)GpJeq+ob-oX)koQr{+_AT?k2v8#U;?|F+EJYW7-;l-3q3U! zRCMle!E4T>38TWI`-5YHfKoF_rtZvHd>q)z{?erUMIca#pM|$!x^&C!6 zJ~yf-Z5+YJK5fFMDZf)lxeX}VUW?i|_RUePb|hdzKpj~X*A)KaaO5^09nZWLU;_z0 zrZOVN?bo;?z@f-h^H~%cOIT<)(Ls5;CDuG0p4_Qf7LP$oV@g|9IXsh~36oVbFrA(3 z9J*!*NbsrY>TGXz*WB|zxl_!n@?s=muyO!>b~HI4Ai=k4oi4B6+Vn0*I&@taG+`n& ztFt_~9C=gO+}UPUVJRr#pdmvzFbTw#38%zzdweE~1`{4QG7QgNTe-Jfs$2z`NtNIU z8?}KLw=iPQJx;DWIm#_JXfN;7x(#JB&})%L#9%=Q1J(Wjv+`7q+e_UF9%;>7m|k9X@{_Ayu=0VkDtMX2%*rez$;<6ZwlMp|-13TppF6H(;cF~m zIKd3(r6}|khvhI}!f_ktgMJpyIR%y52QzY^pX8cg4vb-|AGB@KuA2!t*N>Z)b=VQ}LL9raR zeF~N^ykPOki?bJ7=N2wb&&{{+PbV9>EZAm%=Oc}E=wqd`ES!Dwk+Bd~I?K}Z<449q zSQbm`;`EyrmRgU^E-m{fPI70->1Oql9;8DyH?y>G#AFVnOE!PxIh(T~ZL+1=3$xS9 zv#krWkIlMgj}BdoE~Jp1T70r4UzTT==B8b?+!e^IO7k#aYIV}VM&b(p9n8;-v-QaA6HYhC-2{`BSKZnfP>5g&o?SiP znx22MHM20kGWYQ6!m6vjZ`cw{!4oz(66mX9ax#@WQTFXk3rEmlqb1VTk~>u7>ho*@ zf)WnQH<%-g4Us$?0?KZeWm6gU3bT}0#ALmzZ^vGaZ`WZ!#VeJdD zUkAC?Wfpi!4M-~r+Uucez(JFoV0KJ7nVUa1w*+0_wAWngH7zR!$z!-U{X`2S?#O*8 z27@FFSk0k4%)2IEEzhr+mU>_as;*;{N?@-Zs*VLn@Zm9{RBN%{jB;(7wA5Qz!lHZF z^4!J63$sq`9;%0F96{G*w7jx3cW%}#{zH|K013V>BP~9XGP1CQ#mR*`FpQClWz&*$ zAA5XhZe{wcR||*g0R~BOa4X)2-RiWEH>Zkoy8zsN_7lm1A+TsXS_FgKK|a9ZM;bE0 z2sp0F=hduj>#fGtx!Lp6s~1*U56`)_Pwt(Tt`B}Ru%rN+&cc8TkIx6}xx29P*acLW zv6vPzFF!K9GMRXf;|MwoMg7XjbhnENy2uWm8(LFIe>bLO;|UwK zq$F(1ydNec%$;In6WWl%3G-3y^JzUi6Vy(wRdJ~^*xTOT+OZbwTr{D91?haib|6Q6 zPsdarD6E1rFFWw!Mw zY|$HQcA5L-EWi}H(oxe{fGKp9qo%U}g$`R=QIA%?3fp|{sF+rHX`sS+3=0F(XI%p< zca_{5jTk@xX;F6i!sF9V;zHs1;3kpW*>V8wKnV%dPiuPh9EQ>*zj+@@{n%i_LCgJT zXCH>|6P}ud$6G6p5SLq0xjqcnPDsTQJ}S7g7Zzq7O=ZfpS$!r4NjPYG-waHii_^=G zI=wX4;qBLpK@n)Gl5?|*m<~;^c+-+xGr|B3f(`hvI}uL zodoDjz77Eh1W6%nEVwXtaSlzaHN80J@v8JlmTg2xKEs< z-mr!x07)U00hVLV&Mvi<=icfzs~eq2I6y+cDV}pLvbymU13&=r0#yrBmexf~Gw0wF z!N{;Oy98Z<-{sc)!b)p-b#ZZF$yXdt6D6MvR=0WZn8^%?4!)iLFu)>TM)}^_bM`ji- zF2c#l@5DztVDbBKps_wg7tEO0`FgYl*?_*=4D!D&>v#|5+N*oPHr zTUo$swRn`u!r%#+U6XScFRt<`QNTDxO}d~$3;(kzUQA*xF1MyvXkP1-ZSH`WUA7LU zklJ~@fbEP&-fLaZRN964hmW4t0To)ih%ZjhPd|*Q;yI|5qbgztQ%LP@BLN`h(#D*q^bc_);1QvSokjdyn zX1;5#=8rkyfTUKZ1XO7H5GI&B}n8W_5m!Zk|qO&Ry@#ZaV?4klUT*F&GKwWTR$lW!mkb zV|11fSmei^|F3lgs3Fbt~bp zIWb_up<2-LBk+Yfxj1YKQb>ZX+P|8nJMf2X{~Aj0dF0gI1T@se3)9|UmbtyG!rKOMrUG<7pzr!82S1^!Z>y!sw;?OB)BtcjGVb$~#dpFHt`$K{z zEUGoFhK=>Gtw}=(J{h*F^Vv(Hx%)D_1wS84c&M~i=V6&)tndeh+{*TsE^QzopoX+M zzq;)CJ#TomPGblxwV@|c{DQf~pY9hFD1j$+hn0g?2Pal{W2b-RmP)YVU;zm}H6Iek z&&2M9wYh%BRCISw%r{Juy8Vaj&?zK z`<8O+$7{D9l&~CI!3v1yw9j3}5A~}?5!72`9Cb?R5JrZ<(a3wlW-bnr)|SXM$oILH~AsDL%`!YP7B?J5qJ!BHvH@}xNOEL zvRv(y$)T`>2;F3Q=Td7i+VO5q%2glHj^*}GFa#L0X(QxEX`JNecJXv{1tb)hf4LOX zo83p_t50w3-01bfBiL+AAw~}*;?>RVsPj~qx!h4UptF&LgxW7i9*e@d$?b;$fuIOD z-WjvNISY11?GZh9x}HTApb9y*N-Og9wJvnOt}=-B=)M_Of#!O&QrI(Kg&s>%XScT2 zQ}jY^xw@-q7K&igSuVoHbzd77wl>{s;c^>&3cLXl1{B`eyHQ3<9$tYw=0b0M6g1OC}dslJpWMu>?g9#5jt-^!SOmgZdl3bHNi_L`; zPUv0D`Eb0uxW(hT!9v;pzuK>YrdrzkJNbjK6gOL zpb{)$Nos8wZ+B4hJs)14bJ$w*AcZq2$(5}mE=dQ_=EH@F(>ps6Hi}{;mKV64c9Ofu z(gr|80Es0)moWO6LP-Z+lh54SJ?)ZTrXv{zQV6M+8^X}W$#qhX%%8#&Dr|-Is6u-u z*Lj=I=Ndkk{#m5qL*DsaZ&Y!j71GP#sX3%Rp>|P8OteBPe3k)<1AOA?$`iyfumj>7R;t$`Fmr&d#r6pdG_-q|8jsHTeqWtu-yjA}p( zC%Mvnagd>F@>MsO%xyF((KeRQ==|W5C8C zjV4r1o>G+k;q#=yQi+s;cQpIqi8PoHVR1JpyzG(WKz2{iK&S{^OrbS8$*B7Ab&`P+ z5}FZm!w8gkuBRxqML5bEIheuex(ruTZj&QdRD`!f5;M_5lT1K6m@hYc#&84+VF`!M z3!QUFnLg+GJ)9e5IJFj%a6k#oMB9Tsp$HXf?jYV#@$DiD08{8NN2A$8{EX{rJ3O5Q zD0CS9BzO3FE*|i0aa-{hv)FcCul+hLq+Pz@4*M?TU-!f zo45O~RX@u|-PkQa$&c08@%6|XyNfBLR&61`5jJ)~6C$@TrES{7)8QLCxCBt>Fi6eB z>xXh%b`Z~M7zv7CW37*|F)}($J9iNv1(`4cT<*yMG9-e^=UJ za0$aN2UP3Wa2K3_AX zl4vC1pw5(VY{7Zr-y5ELh2n4L;RwE!kMlb*E?hpE zd>Aa@k-ma_%J{a0~VTyq0>5xMa}`9YrMP^Z?8w4cy?!J%d4Z@Ev7`+aWzdQup~e?ybj(jqUcU- z9VmwZp#~BHU4}y7>dphHwG4*jA{&zjepuxw@}Pl&JSh25xLaXLZOTW7lR)4Nn zD7E?>I3dGH2i5B4HnB5^)`O#URc&t8a=qp0lp*LSVkrsRrW>1BK!q5KS1QMkZf-rj z$zS26cUpVyVoPdfT|A-F15~GVVQcHDy>0Hy4%vam*`VRuXhH>-k;)kv;n~U~f3};Z zJVH#N)#geESBhQ2V|3m_-Urh2LG}!kkeFJNFJVC*uGU<<6uK-Od{{agPv}gShf^+& zHkR;2g;$J+>+%j<1{uFc=XUmS$TVCU*;;2eWh^^1Spp|y+8F3yr_fGXTRf007_>zT zOo(vtqUvc+T)Z%IIoer@d)fUhcUMTNHpxPkByf|VH=~}x%FfIT-t5Ld9mSGA8&;8Q zGa&#JIv%^#*U*eVfa%LoLnhalxAMdv4&#c<%98~sdBQrlE;rsklv;?n>!tKsI!Zpw z8u{1_q)@UNQ^iQ%&u#6&wd-1}xodGF83j=Ytvt?cM3<%qDuB~a4xdK{GKCU~Z2gES z9Y~>Mvv0GvcB#cvHz#+w`i1uA1}~w)F`d8(4K_e(`5fZN8-GgVaL(tg?~me4!IlK@ z2+s+lK#Ny*FK=z8(C2ELJbDLN$jMu(N`=NJC%?Hi%qT)e6B0HiIEV1NV2k1vhbLF1 zjp7kNq2j(MRJ{@xI(Ntj}XIK;uLjm=gDIvz;r6#FFZDt?Icz$S8|0tL0-OcTW(&y z6l8kN&`XcD5D8GI*xuo`l+{WOF#F~BsSVTy6-qTyQek4#$+qjp${i_36{La_8l_te z&CK4;4qOXPN#^R-TsA=!Qnpc5an9mD?wsZT)3p&LsqlozD#Y1m*4%83SBMNJG-|-* zLi9UW?tnY8@a*2jZrYtKyRF#nmjg`S?d$Jnwp=L53N7@|CqEzg3q6QsYhH~ZxX^g# zaHL^nZ6j@YA-9z1IK(dECJY{$@Sr`rU&5(Lt{TcCb2p#ijs?Sb4tKE9<({qc3m4qG zWpX>w2vQeSa+=Ef$inKYrBl7bHNiX*qjd6MLg&Bh{KlafXZQ0h{A{U4~Or`S??;C+_^#y z9RmuRU4yux^q*kVbWun09_grQcr!;$6T;FkPQ{KhYNmoq?rrU11w7JG)5jgjeZ-@t z;T|z+nlMK^YWld6Z)~ceex>YorH%h6X+&NWBo-8O~piv_chgEc#QNza* zE~+E`#^t)aI(8j7V8ViVH8!nwc3N`-w1~(d$)C$n%(ZQ2>%M~~ELajza!f{Nu+L_2 zF@_)AH8S$Y_)InrRamJ%ao+G9j>_!zP-Ja;M-)^+F>8|=7qCF)*!hp+VR9<|~ZtkOjY4t!L zf=rs3O6mV+?%kRrOOo`kS((WsN}^FF6CY)yxJzm!a&v5ZXSrj1kPL+ay0KG*sx6?Z zX6J!vS&0K6rxKZ%ywqjQ^bh8d{I`10=Mmu^;Sq6;11BSUcOH7Wae(g&zl4W}#|?u3 z4pu!V8EbVXxKt33*1 zv+uf}Qhs#R{ox1IL&o^7Mq@72(Ve~X;mE9`SNb4fFfMEUGCzzrM)MAYk$Hqb!t=7b zo$Z%;xx~(eOW#bOn1%Z^J~ipnjKlbBS!!$>HX>}onBEs zIwp!U4!4}Khg|F!J7wrD-If9a&(*s+-G~H#-IlnM&}6OMs3yfF%iO}FgE%C zqB1u2-|(ediolG|-M4x7NC$M1O$a$4b77?_e7c}D(A8{7r<4_+xu`tAr$Ct#c{y>q zB=Bl+2TmQn&AhyiP$4oK`iEmHl0h?;^wOw|5c5OAf4SIVtM2zR*1b}pIX~>9Do|Of zz$$dF-T5-D$I+|>DzgS%o_BdT7_CbW#rWt|q|3@J6Xu@LJ`DyeWKfwd^|aHQ7oI+~4rT&!-^U$^+7>eJ>rdY`GP z$jpuhNc-5SkK+o_j?Sp6mi*S*R`8sbC>Czje|TD}D)%P+=VP@kyH@Ehp3_2|6ituY z#BH7hc>A}@0uns7R~V1*g&Y_TwbECh zxkIg}_~wTL3}0J-XExm z*ak(x?Fl&){JBVHQ+FMmL)Czp8?~Td1AlK3{^Pm#Nevhv#bie84l5b2_Mhgoda1^e z%LCM&Fbg)fAVwrt0NCswb>eeKM2d*amS~u27{r#PLFO6eAq^*(%os8gnEi5{-M2D2 zGhs01!1_CbKe8)oCw^w}K zOe)=Y|InB$S*Xrjsjrz&j;_uWsLaZ_tYWP=&-h%nhRp1tc0)6ROw!S{n}Ed(A*%SF zJ}wvY>@3CTsG<;=E%b}@TSb?n`$YwpnM3`Eexp(e8(lw2@R%vg>f9lGoLfg7hi-gS zL&WG=T@K2eWW_JD<@99!hy7yHp+D-^UrcYIBYtrKy})7~>h%fF_5EhlG1NL!Kw~b7 z)x<^rpp*VegXW0vrQ3YJU)RUo3a|mI^a^;Nh%g=N>T143#3XWb6_6Rw~f6)DTr& zgT#a9m1xhHa=wG45=53N(II`KOJ3TtIYee-e}`;8F4v#(Wg>GOY)Fd?$Xx94;Gzs6 zTahyTaEL14F%#?X0%6RD5uKBdiGL{;^U$1!`moy>Ko?h_n6x=x&h9jwIs5DBVij0s zW(mXFBTXWFip4w};lsB^5niK}T&@_|j4MTBF82GY*_Wxqk zl9?wx2e=Z*oHZ!%0%2s~mQD2X#TeEKB(q}Q;~B3l(#j@wCg?a~@>OS~1tjxP-%dZC z&i2`hNaN;gB_=b{oK1bL+%-OK&Q?QZR+?p`-<^kj!j+E7UB}Hb>bT6TED9HHZBd3~ zK4npSY;IA(WJYCC`r6*22`aNHi{krHEUIvs8C5A-F>)tN&UG{}cRW%2k7;cR!{}Hm zbw8#IDZgac+znQNXB@_dwH!V~d-K@go}!!XC)|Ok`hl5;Rd{kd=0ld^_}o0TGP5`H zunJd-RpqG^x<>P4RW4)==gajB#{;fvkKEfd^v8({WLPW?66HWsyBo~R8g8pB48(_nYZ;Z5Kxt1u~HFcJOO~1K-~8&26DZ( zdz|}voGSdURP)Ef|Ek{lUpIpPwZMx9`B!zddd7JWBe8-q3az3;D58=w3azF?D59ds zi>UTiIf-SPnf@>d<_S)!B==)+egD_Ohxu! zX^IN$XlWc0Qy_sAiXXd`fA>jg&8+M7i4)mNMtIjd3Gw)N9D1Yh6XC8!4-Q- zarQXU!$Ckyka`?`UK!U%dt8KLGN-ilKXfZ3%$1O1_MvT;W{(?<#3YpD>rZ9&Wy&rmwBJM3x}?FMA4zM6uPny_NfI9aXMJNMR%E;gA(>jB;jmi3xi62Ee~TyOW; zrqe?#nLsilg?P3kea_bn?TFZKOU7d^>URlOI9jKbY8KRnl`5FbnQ4>qMWA~Ga1 zQoKy0e7(NGGliTmIwzV z1E0cW`O@BqQQ;W9F@t61)OYYJt$Skv$&6_a!DsR2)LjqhAt@$vqEslh#rF?bU0!eK z6;9=|X3=@TvKp0nu~p~CQ``rzr1fmYW#)T#^X>kT-g1niRRX06aCoiQPBM~!p_l+i zDnNU-D)7xTr7l1~Vt90Hz+Y_rk98^4%)ILi5sXPNlK*(|>I&mqZHi|KqF0SFB<4U; zCtuE1#fWBFqlY9wF$-)vlFC{tQl!KWgcMoF)mf10m3VT?*Rg`8V?xAEX z<{_WsyTKKKd7A#NTP58^Fc_E|fqz)0!{$t)j;<5of95IjLF!l5{@(&S9hwlNsonYL zkw#22AFUBo$0AtS?>MGByE3wyObhn}ZL~vy#^yj&&c9Wb2h6d+;tQC}it&e8aZ%Cg z<^t=wyV)n@XlC}($EgsR5gC49Jp0zoDgCUd)y#Q&C^JarL`G5N%=Uem^NJ_2CY!$y zp{l$U! zOZUt<))NHvsLcGY`kV~&; zwX|)lhbchj!;0C(>IP5Tm4#6=i(a`Ui6lKtfEXXMDN4(x4=&)+n5|;dfbZg-ER3@_ zG5^a?Sh=EqNtrYxvr*(-;Xd)zyz^I%R>U$h!UuO*X-ZZ>WJb!)G$WTMl$>UEW{?Uf z^HO%EdEM(3?=MfUFWy`#ZZkVGxD_z-)7Y)~^NEs~ofx#~w29^ybf)le)8U_C{$Jcq zWLj3wT6+*#LTA~G6W1N00ZO|A9z6ex+2i7u25Ep~R_DPPE5>|9X=>J>Bs}J$XrF5q z--~?3p1Yx!r+ucB!C^9Q&7$DFc&Q{k)S@1dIcYS_W&J5X;bceGVL=_>5aVmyOsa%D zl+gh)W6gh_-7^jUNqc5Zr^OYAhf1ifJ9LpR^DbXHD{N_JqQkaKU|GMY1LOL`a1)y{ zqj`zl0)LnEkch(AsFpeGLVxD9gcWF|Ge*9`h^iVr2HAmdn~^`f!jsg~6IU-$*yaY> zCH^ofB!yvg6qWstx7T~T0juE6wdfjrz+rq?)8UuNk7>;cx?T-N<`c2Y8l^ca>m$%r zO3eHm3k}j2*JrPlip&hI!XZGcqm<$5;&*3F7#t8Yu$3uVKl|$Ang{`h@kIh$3Xdbu z+Koo(h=G`adjV3SZlee5F})zbFgmWJbvDl9xLHK6=q8QbtoL`A+ikL=B4c_N<8ZrK z?^msSQ-GL(CBT|p6VG8B#uo|L;Ax?LjOT#ByC5?lGCSKo|0>#wan)6{f{c|%)o0C^ zUqdDkZZm0Ry}HAz=#~B1wpQ?`Nz_+B%s~Cgf1v+Ut+)GA4d1~qI&#kh9WP+Lf&XI{ zwBGAv=AO$wq7;!iX*7rux#pz4WRC`YWDbg1P`k)j(zc|8<_h_8h%iNE?&uZdhEwfx zunL$5^*}*b}_Q>DcEDO$sPioO>&f?BQcfOJ|;>fP^>486!ghCW*V5rL<#|72JE7Dmf#Ns zi@76ZS?WuHF;l9sO57W(u`Kdo?Mmd~h?OeM+^^9i4r5iN+2Qh49r;E}A~GlH6rw>Dic>Y3b&4J}DnMq$dRdi`eyGM1vo`z$RtL(=skd;9 zO2r)OEsVuH=*O?|L=?QF67o!v2mhxr71UTvf)2(X_(_{o7IW3Mmxj@p2p*CVRSplB zWl)PQI~$mghS_gZQjN)yVk~4yf0}Laii>hbGc@*!7{HhYrASRv5zQRs4YEv~iAU0W zP;U#6qvS)!j}%Br@JY0gNR{yf4grD<&H6@*0y# z6ZO$3r+ja``WzHfBGBxI#DfNK#_9Env^cgVI<6h-DeZ`H}$oe_Rv%jB0@0-Dw~0$FoZettr-Fg$`(T{*Er`(YdKP^Q_rE z2V_3)12`>CUGhzK*|u4|-0n8}`3?s;lc&(o`~ps6fKRsam~or_@9tbR>euz`CZQ8(674X zt&-pgBWV@h0deaoA8^}yaRPXHfh|>v!p;ZW-zEmpSjtb}1ZlkTOfMBj|*U8jBH0Bw3Q0%XZ30t%m> zsZ|wf&sBRR%utzGypzm){ryqTenxtyU@;5DSTA3>`e(=3x=eZn5Nlc~L%9ZMW_Aw) zG>Em?DW0zV`D`I$(&e43pUcfp!H~1Z|la&F_|@b26ByDont*CKru)34Em6toEz&I zjKwTC!4UL^FH|!t4yTy=?0Y&?ipOj*{v}^45q@m^D^ZzQX|uQkJ({i7Ds&iw4$@IBYs3< zIb!~V={26ht&~g0j`#|Y`CuP^gm`-LX}ezTvr)vfPky>A2V)-ChdYM1(8wpMssB7 zp$Jf=6z;lPMPX)HJro{^889jYDe&|42Ki8<(*{Il#4@C2 z#KY>F#kbdcyqNU3)VnLp3ePZehRiKME||5T#%<<;1~+3eYm8pO-QMV3m1Cn#tcw)*QQrh4X;ShlN$m_pW=uvAvs&)2vSpb4F0+EqwP~bKeb!%vg919wy!4 z?HAo&4)h$sWL9LuTEEwueOHOKW;Q&m-~^SKi-`N%Y_amdC`fS36~|n6#9jsVv7?no zVum>8UaWA2K^txCm>Zy&1J%P|t77M(Sv~AAkJ_ymWvB$|u`*;48uRlYLl!{OWXqhN z_ehgLvfg6;TOA0-=Dz|~@?3UzxcK#pE^v+I5isV#d7_}hEXjZ#Uh<1?>o(eP8w*;(| z<$C>MmK{YLD@%Z4ju`oqVIh@fY~)Yim@Cdn^WkOetT7u`-ds&jZgGMfkKO76J7#Cx zeoxl*6%02XQ=s(cSTw}-D{AmE?cPfgz?ceoouYa>+jQ9qi`ilNxdIxKp~HaeMR&X2 zbcNnbyW}(pjwW!kVw8}w=OLa=kl-)@LNFvazoP5!ltIjsz^W)N%lmr3_Xk(hz(6Mnuu zy`OC=yN}H27>GW(O-m(Lipi9i?g}NXgwT`7o5f?kkJC($Z`F%&Nr(PC;V>TQqNMzy9_)+oLrdb>?Ng0*7ks>DCeiM?C(+*aB+6-XK z6nh-$)PKBO7b2QHu2)0_$*d^56!NhS(r{_U7lW2DnYSh__KQMXrQJiN4Uo*Lty$6T zcxwi*I+Itil59Lv0PA5Yb$9@i2V*A6mSarG&N-MuVSXFhdm}3t11}S4QB`Tm%(s$i9KjUjI)D7|lKqiZE z4)VE{s5oa1AA?*TkEvoh0jl?_lFW<`gJg`zbcw^z!4&m1+@_3(!`NK(il z&SL-F;hgFs*g{ThCTcAwL-xvvUuZ2SLo#RLsSprBT8CpZZ|k*W0Arq*S%C4iY`d6xgy1RcWwU zP5>U26U3}Ld@0gHGi>%dBQZHV)?O}?cKZXo!gV2LQ8Ljc|CTZd9hEz02gLZ;7WT%cVD#h5H9c#y>>jY>ljS5&nS|BS z`U)&_$12>#)%3?xl_r?Mw}0gJU`!GfSR8{gIR@rK4vaaX^U;sVw@N0nw9zY*gDN>H7x;|j z$gb~+I`bcX!m^Z-WvtE;xKf@L_X>n4kliZ~C#whzN|3RWRl;EjVgPtc>vsx&Y#H7o zF+=Q`C;}aRFG5ffV=+sNG4HxZJ(`XU(hi96<52o;F~2`uKRjYlUTMpWF+E)*#bdTu zluN$8Sg-XehB-&I8676G#w3}h2JMsN5|x>wkI?V5DrYekv&7UPd})|EXhddIay3g` z!KG5y==;UhVPkz?T^tr85EQ0-eryCH9M(~6eQ^wRZ0j8m)YrKcA~ zG-iq;PtOC)X0}sZK}x`wDV7J~$6~5(mXr)ORgj2_Rgtl>6lj(~49;vp5N8P9Zo1R; z>UMGG&d^`r%oI-E-uNFWJN}*d@);7tDYi5KD^|V-;aS~SebvAB_B+o1uPTi&ud`d& zjZom+1oV=3`_=Sh^}V>r%*>mx0qOhw;_g05okB4K^1tNA*=u^H=MHit@26rMRV?Sr z*_}>l&4Qspl_Y;@r9Kx|u#A8ONUNG!CyhK_N#O%G>@V82k6pbZ;Wg^ddg$)%dOqiA#BJyy|gq%NR z+TlE;PG`(4e3;7vGMm!hdY{#64$_}PV;;l?kqWE-Znl}awiz1+gkn7AN;QaY}3MuRS*4)PYy(>38$Z`C2& z((;n5S3$S`^LHnqDhcWjy9eT@~Njx~c#& zTk5KX?;PT)4vbk+R}DwZF|W-d<{>VlQ3rTYaK*J+sz)~94XDhUhS2f=@*yEqA3{!t zpvq#$Awy8M;F0Z+qc$fF@ zrY{%U`D~+&X;ynCcA=gAr93MLCe$sRoz zjGq7d{dR|85C5SjJ@)*70Fr531&`^-JKg6pCYXiQZH-391sZJ}JSBS-QS7i><4C|* z4l-0ml+~2%F?5(JDd$osa%6eOusd{(Bkdg2p&j)5)nk5~+YX~O^Z>+)qD*6lMIIVi z{2ha8d@&7zTh{i=)VVS+<{`_wPuO-|BQi(II#GhgOk{e;g!?MiU%HA=W{0VBDLiH) z1A%S7ot|wr&%MW|x;~}gm?o%?XgGc-JDKymK`Mb{Itl|ps&Cm{+NPm~nSjP5lq7hP zi*2bqvk)=F!+=ahxu8(x5}EE`FcBUTh3*79U9SCg`^rq_!oU!fATk-n9WT`zeFKNN z{d0&0SWJMG2NX#06o=FsC?zPS$L5%aM@MvwsADoM&5|?P%H!&$%NwlOzK&AX3#=X& zyCe>jRWMmrEM#S}@~`}$JjYy-7?w7IGO-Jj$`1MHWsZ=;l<6>5S`=Rk-5zLBhGYp# zi(VbUdj*qeOIeXC7De3yWo1YvrSakWmIm>Y{mo)Wulp$XF_#q7?JNZp)6fjw(|nw5 zR&QJ$t9Z=FQ{zdnn25SXP88nhReYuzhxr(iX=zCEw7;zgXD3|g#YPzrQ&7+*3Nn)t z#h$ko=njK{gA4exi&r~b6sfn5J>LZsR3FWHuf;fkhM<^+Mr^1FslDHWs#Il9MRHX| z944TV+7kp*>q(WlXt}LW2ojTE6C{z~#2`%%Olq!wcd@!%S4x9sgulUTa<_O$=7b811;J2~{=BRbniGIw zB3&&cw)+ik_@RUu%i%@U(46RM|1H5-F633|N34l<*|qaennA^`SV3bh9A+xNp6)lr z4R&Vs*e{(IfI*oV<8#V5gDV>3)4W zES3gysFa7s{_XeG97QPQF=iUxPnSY6YbM>**O}f-dVq8etKdO~c0sfKSGg5RxI9iD(+KfJlU&56u$q>}SjAeoW!kMc7f#w*?+Gv7pc5-}q) zKlVfue`OYB`bnKHATd69yx^BJC^JVLBGL0F%*-7V*^T~1xrZ4mdUynk<)P?K^6&@f z^L(9M{B6!C3^K-KPKtz>xODy?c;x~oQ;Yd6H6qZLu3E2Sc&4P{sCgH)o!U^)bSiqA_YJd#S;clR z+-^~hEZd};9mgq0pqNCAeAUdzjKmb8q+*BDI3=lFPBg6G^fs*~eVpy)_t{+C))M|W zsYPT^sR;C`+-YR{P)VTo8L`}fdLqK8+=M#c#HY5fy0Wk3Nz8QsWp=M>kv1*fXBvN3=vl=T^iRku~*rmOvwPw2qoUJ%6>O zTk?D=6GqvzsCdY@RYzw{{O>YumA_Z%qE`nDz`w20Z=C7k__!Hhp<= zeWEf>b1iOD)XYg8sieK|_}3NM$f{<6Yr?)DuJSb;Jv z3Qdvr^^4Q13aPnuV}LY)WXgY&Qofsg4g6=gHQ}+V(3=<14$$|&b5l?I%l}x>>LEQg#q1;fs~_5v3MP|k z`(2;^x}E(9jA?R({+brF@|VXBRH$Gwsp^@~_^&JaJfvqPkWBfnRCn+rU~jj)v~td& z-ciBkMySs6adCsI#%Fp*`5~P}0GSS($zurMuN76Bcd!nKo53`*}nY5EbdvnIXE{X zi9nU>-o}q00gP#|t`*f?s9|JWelP1#u{|o0=SPGx*mwFTP_-R0n%EU=@$$q6a^pB4&J>cAoBnR-n z>2r9c^YJ-=g6yZnJIdMh;0IHBNT!TsKRl63v+h^!dri~kW^Ti$H8M9K86$lIXx5^X zJbsK!0GSSZ*LC0ZlO$9cZ}<9TqTh_pu_7%>FCLib3*XKsNlNlVeY*hXW)u<3%_Y`e!H z6o6uiWNJuPCKlC_@l!*AW2$6s<1Y|WzBhid8^D+*E{41P>fSSND$Abc6F~jWfPL^9 zm&ubLPTSina*hw;2_Vy@Jxu66D7_xg!xBU$Ou`p6=QnT}B-*sWRFRIKQst;joGG?q z&chTN0DI^v6}`jg0wB|6KI^~MW-y2Otj1;XWMm-ibGcC&bo|JmAel0;CLOnXb$0pV z^-qd$ym}Krrc1^J?8B(M12BGEh&BP-HC#ev3`gbP@vPO2>acfz9&O0(mu zEE=@tpu`2;&y2J}{FlAeA zo*D0j5wAjaJzFdv=#a0n*LbpsS0m%ilC8)DkI53(`1lSNRV$+LuHmtmB(asdqOq7w zjaOg9V=^~i&=*e=*u%Yw+9|CUDRAp03^&celEc&%}} zBP%;@ypYj-Qyy&Ya_SL(0G?apwyJV#zRjn2gZuFvp0ZqQvE3@$TQPD=^8h-x!e!Or z_kKK`epqZ5;Y5=51G89pH{b3bAJ?1YPFqoS4$S0#ni#|-!TzE`cY7jrJ2H$ihpC5K zy2!E8?RwFcydRQ(QSa_{XdD>dtTL znD0Im7tfisi6#ELVww__xm{5t<-XXuO(k=^&TLMChKM61v!+qPS1+dUU&K%fWiCt< zWtk7wg5Xf+7~tS0rABz$ZEj!Fwp*+y;4$`3Vkeyf)A& zCT9uT<;lAr_4>Y%Wq7Qul`S?@-!BcVE&>$yxpw7X~!_< zFT+e8km;a1Mfa||RSsdAX_$=Qm@1Ksihyrk{O#H4wIUlYSpvv(NQPN5SjN%nZL*r~t+^C{|Lb*;hvCk<;nP<71bta+&pR zy32ApU$1T#$(UWo?I*riZLu_|Jf#V7z-3}o-ac+-5OPDqw4yV$ded#^o5iDgKRyLx z4uoI2p6e|XiBmSu55J_(7(sFY2XSFP1lD&SqXP zG20~OPf-{g7h_CceBX83*Lb^AsopGlV%hrp{o?LEQAv_;3D%!-j*vzDA@ z;%sqxNM^)>g=VaTZgY{uq70bKNgd|p+3CBpbLAhV@74VyASv)}o=57j;2w#=k&~!> zm8$*brAz9G8jX_@sO=-^R=Q^rC>$oBkcflu$<$iOU}mIQNX(#^h5XpPO!2Op?~(6+ z>5AZM_MO@tAvI9u{O^b}55hlKlRRw`_xB7)U4wo=v$p*fm-+h_X_darb<66IT!m#? ziu~u;L$EAgdo&}zmL@@AaAZ!?^Bb%q(o-ZjivY_gc})9f3>g&D;Nnx7=FXP+$*#Y# z?2-AGfH1PtPC(8cS2FMP?7`MgE1`t7>Nbn{$#OB%)iiT(p(*P9Vzo===^BlNz@i{k z%22nR7f(=`xoh2{QaGleXoa7lrkhp%zUmO6ND{>g9JA4= z7e5zQ8JbbACXQ>kx-l{M(%bL5`}OLlb$0*z2wzH&SQ3hVkmQ4}qA8O8c>VWp^@5|R7_9T+bzNMemZ%AlA9J6SW9o~~z3 zhBCL(dVP0nIew9OnM&%#cTkK^A-ZV0nHSZuFMfBX272rVDkcWcoi{NCx0ixH{cICc__WMs zYK3}pGVjQsn1!MweQGls&`8XI^=;xng=%#(+tBS=-OL}x$!`@iH+qyp^`J60S-tS6 zaaLE}L?x>CmlvmRUY=pPaPsQ%{c9CD%xPh(#~O*$eFG{*98&T(lUHEkZJ- zmhRP?k7s(N=^*Jm98+n#!57coU7RY}4ze2qGM!fD+jke2*C#Jt>G|?O%8Zaqsg-&4 z_T*I49i&VTSEstZxXvUyh|0s&souYR+tNim98*ycjvZk7)5VWJO|Ra+d-vwYlWc3X znWqkQgB&=}@BjRdG|fmF00-{jH)r^R{2G^~r_w?~UKiY4K^!EGm`sWdutNH`Z!RvQ zym~K^xjfU)o5M178W65AMl}uO5s>N9-ifa*13AOhshURB>o@&T_4*A5!88dwAgV^d zx@1k`&h?xAxO4rcY20BrmWp;+e7LyEMs_m;t88lxFbquf$Pcrg-6!V4!c6TxQ8-LM zleXW6b^FxlX69X=QZbZ*uavRJ!dL3pzpWHk#=>XS6^iB$>znZ0^d!86j-TwatE0@| z=Km&{sr16K<|vrcFLhWBo6tY#zj9tP|ETg7kj(inrfg; zj>Hsyh7U=pj~4X(2_c*(apx9jldDSVo>b9EXl?YtwqOoNhfj{wmI9sI^1nhayp!F( zBlmWv7jey9o9j=%#|Gy_6D1zA{qx8MmsjdGcl===G%hluZOtVWficJbtT;YoCvr?_ z3>v~?CURT<0_zyJRd2B7NKEm+;6t*!Qq;K2j#w!>Rv?+~f1q#kDPH5!o082DWsV(m z%kEoZ8HQo#f99cAonCP=myxT;gpvV2uC+gn111y(4$64ktn~uWIAu7P4EhiI?6JFX z&<=*7gPym0y%}JfItV2I@BjEO=Ktw794vT?TTCDR%m4dd{``+f6izO%k;re*pXd!H zrZ@}yCHss5V%9&Rgm$v}j_?%-9#zmV3AUXCCJiJ6SkOud+#9$P&0?0qds&Ltxv_3A zh4QxD1UZsk6g5klDytG85d_l&`Qd~%gUs|^nM3hOQQUeL^-2-U6~?*<4o&1h0+R7m zglWQr<4KwcH_ZH|`~G#kx!IP&nG@In;Sykx6DNB6*()Nq=Eup&e*Vuv4XU@bZUIix z4zxgr^VZy`vJvxr4>s8+}mpu{?;<&fc+q0;XT=fJ_Jl;aB;r9=PW6d{-dF`PdqF{cb> z=2}pn;&NzFWC$mHEvP8AeH;FrQgq(bNj0doZ$%hZ`ZV!b2e$V7IE9|LTcL&0{n|GH z+frYw*EsHa-_1W~NulZNpYWG4DU3McYFNB=Kc)Q|bP9d)MTH(SH>eOWlyLkX;Mm{Z zBC(|#D6v&;x47G{_gk#5;*j2Ug3R@yC{>szh(9^VM7RM8X$pGQU{i3i?Lo(rf1Gw8 zZOX1W`^Ra=_8u=EDUUc#I}mLK?SkD66L^{;Hp?sc19*GYHQm7h zo?l|!CFknC(fuKr?VAx|K9CdME@#;Y+KjED%4MeyNH*iDs1lnuZq~TZ=Qy@Q;+CuO z%i_6pxTiV_ir7r%HyeitTDYcJ!|G#Huo5n@7F*{<3ZiGkjfr~&&K;;RZ?C|GZ5tCu zf$3lcE}o=n4sO6*%(JLxF6#GKIKql`u^Tj4H-4NHf;J?KLeiBpoCZwF!OmQ+>=81B z6)|IINI#c?HYJU*?_IaVyYgMhXO_ZxgbaWpAEy4njP&vwWnbs6VpS_#jrCfMEY!H2 zC{SOo6N94RD(H^YYzk^|=7FIpXLQ`ONevx0g|#HzZuH_>Q%V07EQ&S2lg(y^YZ$Jk zSJ&7y_2Y!r1!wd#WmmJ1B!8CVLM6HgOr9J+yZHfTBm$ziZBOPVSGfbYP@}F8scTa$ zbFoXBS>tnvLPmjCY6#~GYRc_g%!YwzR}Tkr6Hvv0svB^tkHc^ zHf&0#luA+1FP%13YJ?Rj@y>NrDt)I}?dlE{BZ`@mJS<&WC$J*u3L9$GBp^QVAfQ8| zxi^UPQS#(LKe%e7;a=-AFBPlI%WelL1F#6#%M8D{+v$6e+cHxsqg2Z>W9!Kg1;*O8 zr>%{x<|eqRZuOWNMw_j#llrA+?KF0+q2@GkcoySDDnEw0)+ycDWz#B^9zR1^fkd8W z)qQ=OZS=Ie2~h|qOazB`*)3h*)CIREg_EM!`PO?-QDKPG8D&kvhNLuGajs9}WB(j! zoS#HY5mNLTzkR4p%FLs0RrgOog|Q;xhe^3e(T-5M0=1@^aE;fdhZETpl~1y=#ftG% z9!{umRy8_`|He@=AJ?BW1uFUkX-nY>wS?#5S2AH+6U&gxSyh%ej~j9sOyr~0EY}BJ z+M)xrxdW-%4+u!$F^!|EvC>^sdjFB>`m~K|rmjNNfI@{@x_rT&$;lkNbYZ?42+V|N zfG*vLnUihlDV$ZO@4szD23H`-{O$jhRY!9_0;wWqlp0I)hvDrMmoQ^HbUI{fYnfT| z+#{r9IiwI`%wa;*JE>gNecQoo?hlmJ#?wY%p+!X{p?!(F_UZbS^`^>f_Uc}N!5p!L z90Ni^PS@*HY0X|SM5`|C(Msk*cKGvlN)Et1ax!hPljb19=A0<;vTiRP+^zowpE)A+ z>eVCG$8`^|+%6#dT4zRS7MIu z;}zN@c;jmfu+`o$K6oo^kr^A&*h|$f^!aOR{$%g~|7H8ZBcO`FNf2PdqPvU_0y&#@ zDIPOIL~iF&`LI!^t##OgJUORD0p_%$R}*|frwj4sKC(IfGzoJ8B&K6{B>WTlWu-rJ zyL<&6KqWX%AhZGR;xYy9q&X#dC~U5^TE?_H4gIVXTp`n@-2f7$;53J8H-Y1@TXsR& zn5L)b()3m;NAD|}4)8`zPtZ|zp+}SGe)*5|$Q(9O(1hd@Hm57EG-tH>U8@XJgrWW% z=r%vlyFspUHeKJ|ZqcapJgz;`11ITa3RU=MimSd%=6V|4h6X!t6B<4(NHg%7Xm(WY z6D=T%cr??E;xTU~Vmmq-;7dBZaDdCKmiq_2Tdf@}Doj1J^yH)Rns%gEs;rQ1@z5Gw zAa_J*>q_>-N0gUh7}?ejd6^5@Ltg2z4oEx|Yd9Vr`+GJVX}#37k-2Yq(I+Ut|h27j1fI03{TOH0PVHYbXuF2^Gr6 zEY0Qqfj;K~jTsN1w}2)@iA*168_Hi>S%~3;il(vT49Gdo9v*k!C%1TcqsW-eHKK~4 z7*VKDm(Hm++Z}b@l^%VXu$6-0ux2>MZ00pn}=5{Cfy1s`G$=rX|`Z~*-?XpDR^gO+HBSvz07wM9;`0oVgog> zHQ@=K!t!kDs(VsO)T6q1M}b($KLt{!8Yh)UEUm;$t*m75G_z91BUbW1Z)&9gDY_G` zi@Vi&)Ae*?b6L6CjZ;V=#2K+u7eR2#`KEio%FJx(dtHy5=ElA{cY!V~2#MVsw_B7g zC|##He@z2}mOi)zxzTGHkQN+4137=l1?SV>tkz#w?kmD~Jwli}Nvq~pz+!oE_E+om z=l!E|_OitMq$xxZ{t`&x3-gxw^b&c^@IYx-BWnX?fh*KuLORF2Mt6A853~9$^6vTl zlrPdygUgeWxk6-y7SfRRL{hKej$BIdjWa6qIaDDH1&o}u$bVXLQmxkov0k@ z<{=b|nBq&=34wcd-{H6xjM~*wpK;MT#T8buX!>>H464(hqjO@-31TZRYRH*s*FCCx z1nqj*sD4(N}9x%*!!_ z(Um{^S6@KVTu-R7_%_PUYUa{aBwF(djc^}omnNNBhX&?-az#jy%ek(Xi}sj_F7?5G z^LR}!WeO^!Zb*xyFV}nQl)}mXhwR;QbFcFtZGg2{5q9H!FA6 z@fuE1Mb?BBBk8g|Yl@`WzJ(Pc3+L=BMz)L}jypPKTy!Nuv4<*TT(DWi*r%;+}6*41iWCu68p zphdU+%v!(AXP-D3n-Py6{O5v(g)@eWojVE@a1{cnEpC%>To z@p*aeK%QBP+Ju+sVt?!pKu=hZ>W_X2tQeGb{riB4{!h4dvJ7@N|G)$=#6UQTp+WKKy3 zXcexATV?*~&HH!9U?yB)Ms{4v{QBbb-J7ek(>Is7=x?lv!c#;~;H4cX2-Mnf`TqJW z(}9^EKCKCaJj`BIKofS4Jj{OmyNk>7H^-3OBMUob1yS>7udYv=+rK>d`>TxHd=zO& z@d{YDv7l7pPW&Tp!`~g^f6|7OK-z*iLZvON4x#~f8Okp0f&e!bUe*)bZB2BW+I4~x})r$^&sGyx@xUL8CjiPP8d9HRw8 zO4wop=SuG;KSmQ!q3l({{%2~#kTZVA@{*bk9YYEKwqFV8l;`W^P0=Y2iB6fn2MXz% zxD>n3B;1-?G)ZaYAGbM0#5iJe{@m71C4L;SLAd7LGFKT*j@X_jD5%n}kJzC9(^gO| z(j2ixPv~Jq+&N-%uw0=$h_V2jl6rU?@#x4+|Fnz3jzCMa!E{^5X%d8NFiQr_I>G>F zKom9>M3M1->it+EyPV%XiS#~lA2~zmd`Q7!!>!Zvp749%| zlZ%No3BAe~tzzu0(YnIR9eH=kJw`@qaney91&GD8;GQSG8$ z=8JZDz0N#_Q}16MOejL28mJ4J#nmAmT^~Y$&B?>5T9N;m8!dad7*NCt@oCB*CS|hF zjEhw$T*WBYj0!7&qCgpR%JFPutasWHSkWaay12q}H>cccoYAh{lPBsO>tk$|A_^7uLuo3XCmxB7>b_|+CLswt5}niIcD|WjY~h$Q zx=d%TXO?zJoBm|+sBQ_w-9UmVill_j{TvGdr#M@>eckQu*Ef>~_kU{QW*3-yNj12T zQ<1MmzWbg%>C~RunUwT_reSHEmiX?v-8Q=q!%nw`ME1BMEhUsJZJ;a!JsRQb?%@;8 zu8>)kQ4b^Zs8tCAVPgpg3B_@nN=T?Z5<0@>5-LI$=z^bq+{_*yVZ?&b9-4;SG{B0C zG%a91Wy-IPS{HJDE><1-+Om>*ag^olX8rBETU~vCil2R~9d95d4^JyVrB(de;dlO& zWC^Cw;TBtJM@TR9!4UIekqU)A5<)qrp!>W+Q`iYip|T`fE~Ri=_cg^RDF{cG+x zkz8Xk8GAiSO=k(Nkc#S1wx2ClTY9Hd#Vhl8evK)B2@8$}dC{0f>#hk0t|bc`*gc~0 z|HfPptC$~~P^A6X#Nn`!cHySvheAo_)h-n!1uWs96r9Y@99o1H43uOf3}I7oZg4x9 zE0q=6oNXqi45Q@Jar*oZl_EMshxGq8=q&l}oEA&Nw7BlR`wK4Wa8 z@Pv&rZ1RZk_2Xi9?@odi9m>uFODD`hg_UO1RaR}jrkp(Bkt=R9eU2F_9F9oDvFTrGIiT)Er*={r zg#SiNoZKc%+P503UlutX|W<3uFZ#ZNcxE!;!1!-lnh^IHVyGV(9P9((l-X*14;XNivE%A zV=b*cCT((1LJ(?OQ%}%i>BDJIF2s~#`f{t5 zSTGbNEC`_4W$le1!qw$`m9N3JPc6<`=8mbzi44m#h2K7@kE$EPfg+qI>{5(=3&)d1BPU#{n+e$9KS zpQ7J@E@~cVK%woUGyvtIJ`LQg^$kQv;U7>yVf&*r0Obs)02+vvc3xO}F2-Q*7d)3na2D(?<{0 z0bUdyWX1&mID0kkKH>oZx}~U+hnOeU`^=qTThzWGO5M$=!!VY$Y=W)t^Uu>|_a%Gh zv^jqmO~8*WUEQQU;}~t@04s_PvjJhtv!Z51A;V;%G97Bh6gmsaNQh5V)&ICy-K@WE z5xOReZlm{@m4GqOwKlHc~Pd$klT>y#55^k{Y zNmG;frQAB(k}edK61p;>X~`FoLhw;S14&owQozyk{S;O-iW9^^qe7XEw1sc5?)! zTs%CkH~!6%$;0+e)ppERn+Dt@!4+0)iKws^wbP%6_HmY-&uUGJ`y@(fulAqjboQ@j z?eg+~zL02~Sw!==)o7qCx!sS|ics2vV^-Q)-sJj^(~QC|j@67%PbY2Q#?8%U|LAJV zi@VicKLmAwXdxioRy>gdSUniA^jaw6QWK_ghX~IkF)AjA`HajdmdYjc%Mj(=N z#XS37pJleEui6~)S5)7g92dR0!BNQ`f=G`6#;+MvNW=&{$FBTN-4MrVM%5XEJ}L$| zP9s7%r$tZd2iVtox8CUEo1=G?c~DV%h;D(Z7D`(&g|s^`^(|?(VhhpCvpp^sbGo9t zrpVESs}x$)S);8+@3ypIa*;Nv7CzdNhEl5{tvOIz)|#jf>zn;jCjf0pYi9MYPiEb+ zEo}%!sfIZ;*IapYwp9{{L-#kK>ek0-LKvRQM%G;X7!3#$$Vvlh?tY9G^sAua`p0NM zzZ+D$!7-YUbbP-ByB^O+uY8bsv%TG6su91`_8+w*3^S{Quy34f$;z7DEOs3pzQvqw zhDS+pXPrJKIC{5{donlzOKhR2iizsq8ZuHEo-=CC zY)DoyAReyzxeW-)pVNS~{?|~a6_@$^^{6VP`BdgIpT8bcsWdAs2#;pMig=Zv*3g3K z&~Q$VA5HXIZss5~5Y8N)M6X8rYcnY}sQl9k6l z978(aujX{q+vFDiqDEVDwzTPPm)+c*^VFkz0xN3GC@-A}n^O|3P_k~_eH!$7J$ANk z&Y{=sWUei0t~&Qvv_uwiPM_X&xBzV1IDJx}6-u{3yluu7wr6`#q2!?-D+0Jak0za^ zADPESEBRr>6DkgH@l%llH)5h0CH2Y3bh2D}!Lh+3_gORX9uzMki=Z@}?4^Hp+W%a3 z4u25-nvOJ=0-N{7)hQjC2uYj%gOHvk7pw^jor_9YqP9!1%op1R#EQ5gAgvqpQ0JmH zW~M&Ldp77aEuL(rMST_9P0H%(W{xVtQgBZ{p3ZPNa?Uw!WvYM`QcCL7S6p*Q7a3)u zj$4(f01GjN_Vl}RU^@DrQ;#dORH22OGB5cJbW&$s%wuADzxdY~_pI38KVRh=k)&joHztU3{h zkJX7%Xpy>~yvc#l)Ne&DA%};ZBT;g10-WDWKJ9OBI~?EC8{EvhWn8W$X?FrBJV=<5 zA5W-8(%tIYn;WnoG^8xuYQDZXf-p!+6wPL{&JMRWkOjAWr6lc@g;{J$faL)l%o@m$ zQ50Jk8&G79wd%go+PjL%4OrM1$Y5RpexmP)FfXUNrMZai9|1`^NY0?|@@m0={L|SR zLFmn6x1yT%PwVyP$-UcJtIwO7^ZSZK8Lmi%B*F2z+WwnQzsD?nLInk#B$%uD6~+Wn z*f<0v--@YOD=v-$DVMg}QJBK!vPMkh9=2$$z|_c6852hP^W}Pm3+S(=FW@#<{y z`2CiCqI$2bLi&@WcWF#<401#NY5Q`$r&X&On>lND4J_CKq>$k%I8Wwosn2d3v^#T6 zB7NUIxt^28{kV4Fy}4pkl_bK6EJ8&`8iMM+C=-pNif}?jo!3c4-`M$fIy8+Z%lwZb zt|NPk+0qY_Y*)xQBRMD$N4&r@=ni`X0zIv6L7;T>t9Cm2Rb5BFYSL3k+r0#>bQB4c zj(*)vN58J?=-173)JxDxN0ERMLD$#buO4f?&3xsq8mt1C=m|FyY8Kt&+K^#1ikKnTGo@Quh~B zV7sONQUjqaON}Pr2@xemLbP8jcl0PrNoKAxx<5%$l^jzDQ_0*`my&F>WP~R~C@qO( zKX$8bGo$z5N;Y$?wofzx6-r9`SnwbH#+nMDomBJ~EJsQoTszb32DB0@^8iAEDoi#AlT#^JKCQvznur z3o}j|l|BGCkqOH`il!)2G+{}7AM7E!b?sBu8twZ6DuShfM81{>2pcjwRj&V`TcH?G zed)`LBU`+Cn1o@4C4#w5tv=OeK&D(nTn?~Kh`S{x*#Eept&hrd<|xxc2tZ+?Dh*b3 zX(L1OiW)YsE|H=+tD zjqxcd?P$$Jwa1Bm`x0Y1(o^V3=)$uig?7!gt6}XjtVo%umIwSy&;wPQkNGqvCbGVE zM@(|%nj4sgCH0^pC&gK&q;NDR-KTfA*h6sm^CZ|NfI>w1O!D)|U1e`_D=zFcNxA4s zjKAB@mTq@eA)vXOJ)lo$ECm-~)3B8NPF3(@v;l`3dzJ79Xro9@j?oAl^^`_nBu~TR zEQU(uaEHW6O(Et;gS7sYymK9a99w2m6>yNQZSFoKoItJsEn=rJEPl>KZcLi?J& z<#(X;3cw*zI{_Do)4?M7o{QX?HZ$=DEKIF8lxUUvvCJ(81JMQ&MQD*Z?dR$@CSRl- zs)My}0-pK9d|4_citRsIms{L*t2lHBjEIK;N`B~b^R>SH+MH9>33OVH0z0wL2v|;} ze)Vh-fFlB6b{(M8p`t=#X2pdd+0Y`Cm?73Ei-_Nj5tEG?V|AQq$BKN(Uu;7YoRBR& zU&w{KktzCM4k>CyH_yL?Rp^4$j4&3d2Nr5XRi?%}>8qOy96sC4K22!%CPfU@<;)DR zk35AIYWQ!Jx{$doEqpl8o_*`)G$jZI&Q8yn!&i^68dao4s!*pb#Qm9w=`sdAdp75= zPm(w}t%1&4l^N89)Xm9}D)*7o%}~d00QSXK8xXp7rhM~uxF;z;>)p6|bg&6kMI5Ci zeb(rUb4O_eE^-@E$IqvYKD*FB{x&!#PTlD4`OeA~p5!5lLZZ{8M>FcTC-bU?j@d3; zz*@DKZdcKlkJ+TZcv6#oc1^_`;_TZl8OT@NSB&RPhH(Wfu7jyjFcB(j{@=RIgydJG zX6dfSdlOKhjOiJ^wocCkQs}VA6D0KiR}Nn0dRdQf9#4qkh~YnAj}aCs`UEsf3WKC6 zwlp9H$g%-_k^0TZu++yOjfshx|J6P{oF3Ewk1C|O3H)a|(~A9G%f(jj{2QC9r2-}S zQcTA6FH}o=jk#m4mT^}ODmSK%sc}YK#P!C+sBn13X-fQxo+hf>+pKUb>QlY~Ui>ZQ zMaAz_t=_%`b&vN-C|_x6&yU-9yyz7pRD7>}1M0obE1>Ye_Vh8uDLf#A+-m5#Y!LOF zjM{xAyNqe86D(-r$#$f%!FjL{W$7)Kw z17EIRKpmgUT*+JwTG%l(fJ+pO2_cU9uV-Ac)3+~=%@a~cVMJZ`Vs+Df!bq&7B-Wg~!ZcZEWt!z0 zgO_oInuZ}w{o~p7^!)wh>Gj2%%beaU4;b_*wlsleGP((_Y@b&_&6$kBo!0Pa?4gUj zA2%KTc}16nP2F}76kzGc%B@UW>m&DdV3F1-JfnVz+c$PyjoZ$=P%uuttcon;6f<(U zG4Xo2z{#tM@|F9oI)`5o+m2YnViT?q|5=6D z-_r3D-Beehw48q~$oF5z%SqUR!vqbw+r^n(cn6C$a|%fSq}-Fgu=}xTT&6M9|}f zdBTC??|#D4-|LyuIE(;{08~VeX%#zsSY#U?K zZ(L*%+)rzJPR&|XABA4n#+eBx1&yQ^*JrOM3+1wA3RGcXDA5!OZ<>St=(sdj7r#3z z%|2EdLMx@gK!fgqh>QGDNi)W~Xmp{@#yis4{^94PEG&X%dxrX_o7+?S)|$q?p}?hWp(5W8#+w6NPbzWR4b5c$lKFNCPQ2KvMR- z?DRzj=B^)VP!@pGgqyAK4rPN4E?p|xKc;&GFfjwi#;bO*k)ecx`v!j~B^lEN8BJ&k zQFL0>ghNDW8W^!HL?eZk_;#PldYyh3N9d;L5OC3S^B zqdXv|DkM4%4R?N#s70V>Fwq-wd9Sy{KUCt2nQ4>gSpd5NQVEaO{>n~23LZ!TkL~oY z)~mbeNxXw%iT{4)c!t_VfMSm$H4cIj22`^WhLhFJ8^nAZ)BakJ znN$2_A6bGbyeMw;@rDK{ZMG%HDVl_w{743P>4KqKtynTsT<{ktWE( zj}rJ0e@)fx8xgw;b<*i>^7x$uQ3kd{WKDFBC(@$C9i+Y5_A;4g7pqDRfI=1f&HL3B zuNZbW#9WiiJil1wOHqY1dQr*z?Qjuik!NJ{KU$Z?eq@A z8mqS~Qc^NWen5@jSgDE3R&nH{hGYT7T+)34FTo0T+7V@JQTiR*5%Ylsq4M?Y@ev)cy0T=_JorD3!;3-_ zfzUJf16E315%+VapRzR1AoWrOL?J`C%*k}^r5zPc;$&2z-{;bq>#&w|*#&p#5p`lM zX=~a<-cTlQF0aBBn9G#*ZfP*Zw6+idUgoXtDzilOVwd`3#SB;7jfp6^z@&piL| z-~lHxcO7PswqTQz`c0%({jD%d62q-Xu!SE*k(A%kgS{nhNDmra+JGJU^)`gQd^6k4 zlr>&k`+NrV5L=OjeQeVoY)8IKd8B5bNR~F^>K>K*exERR+79YMfr~+~eT`e-?i8nl z|9V~T8D_P$mp_9R_M}T>zcRt&L3=&(Zcm@|h=Lxg$+(45oj0TMbu~(xtV|6!dS3%dQ$!?2zIL zC*`?0=gse49RquHsKrD~b6a%9E{eIKesV(x;Bb^yD^R~IFqiDgP2-B(-j zuwAOcjI)b}5=k-!Ek+ZD5OpxiJxbI`aYd>Sb<%H>R#7Jf6+-XcIIcy}^$lKD(qoRf z1isyE_VXQ{Ti>d&EdmM?)s{Ls7{*NNPrskeZfR^ME2+!K5o#hscyM zMI{EAnkz9Q^rHq+mk*2XD=$BM(wF<2>qtJ%egT4V5``+t^xclX(fsd)dlYX%f3F66 zyDH#U8+4uUgWw*ATI^?Gq30G zO@XFhy+Mw15f^y)D?>Warh6(*~+E z_aB5dcPQnja#JkPvL*Ovs)D5lIyA+$Tiz;TwV-fQ0w={4 z;7fHqA(yU-L1>~XTBCK>vg2aoDc!4?3stZ);+E>C_G`JBC7jBmz%Ov;`yF% ziMqZ>+4j9Ese%?}8bK?}5AJ75)~2)+K7|&CuMx)S4usvLLTsq<>16fk_=5x-G?6vqOmp#c)~=B ziNQvJ$!lXedt6Lwi;1m>qlk22IFi0*A_hDWF?KIz@*=9SW2{&?S&ZORJAzm^xpno} z%?s(qW*r(1Q_8qW~#nu^ZtF?XICTphjq4Mpk#K z1Xf669+Z6bNm`A1Y$8&CO9PaOFMA|DK*aU94OfRIF zUX$NEnZb#GSUl!WH#d{@Un*6aMYTSbn|R|{M)1Qi32B7k2y2ykx9>tP_+#lFBe}hROc>W zrUgAL9!=C%(r8C$L=!c3jtg#gS+^gnF^46hAbJOl;pgiO1YOV*th(=;2}h6G5=e_s zE3hSD>`@o1x69eQLvt|)kjS}VCZbrG509b-7~pdxQCsTTIY;UFU|V$s$9 z({3|E`7P@^2gV|X6=?^EwY;r~QJB&meZARt^<>;E!411~1Qw|W$+g_=$%}mXw>ZX< znfbts5{M#eolXnckSKryV-8>rB&&b;Y27La|_;5X20gGs68H%q`ewmYpVf#)YIGb zcF|Bz3@3Vuv96j+kFAO6B)TBc3Of>s&X?Pe#OaP?vU&U&JKYgLu}zgstF9ecjNs2hO&uem2vw)krfNtR^Sep{K6ddh&Ac-LEl3LjLLCZ?AqxuGt{$}C%Ly(-e$13NHWK)d98;E9fN8tp{QXhH`UY4R(Jnh{|(1Y>>S2vdt%=4_~^`w6Hh4-;@j zR>ZA#R9=D7gb5r&MXq*CK14>QFZ$NMc0}ZQpMKxX@sj1$>BYr!i?nO^w@EISV2On& zdWD~FPw!`&aC^ficZq{ipt-aFKL2MWWdbeCIO)^RJk2jLY|TzdR7Gyca8#iwYh+s5 zO8v6i&Nqukx*|*8iDTA5Z|MTiI4`J!in3EPzr$ssM>2DS7UtB<@pHJdpskrBys)Qc zj-QK*Dh~3lh%2;Mxe_zGyYTw;ZH|j@$=+_2U<)@*%h(%|?|m9?&W}oel^=4buGO44 zhRYYle^QmntQqyHj&VhWG1`%4`ExDRX-JA2S}L;QM<;NS zy2$3LwJCCd7s+GiBgy@Z9yPh`bP|7F^;3^2gxJ`VNF4}^V;0TmXsQvtHqfoJ$kL2W zyRT=vTswOfBANqsuPswt(Q6z*q9FryE^cFHDy!ux#t-UJn**mIbpRHzYZ_-!nB)n>7^g53y@AR+J%C0I z(MDjQP9n~-n{7UJGtl4S6%D8B=Y`p?_~Q*uS{Dg*iY&~D@2nrczr=G5xCvmpQq>%I=SIk-Te|hSpTLPg(Pcn#vcub)GyG#( z3{WPYH*{gMfGT`(s>OWTHCyq-0!84ta_4n>q%$`Z4@>8w?6rt{b7Rr&+%55i3DvZ?QNkQ}ddNJi z=#8r8zW)V2{FxG}5l;*oEv{qdCZ|sUL=X7!bP9LNW0P4czngFOkB{`ad>-OGpy(_{ zCw#cro-bCjCDu@IqEbggbILu)m;eiN?8A=v8s`B%m%Qd=#o!IF!m8wb*U`cX@{_N{ z0*iURWsuhc3uzqFAZj4Z^xKp#hAQwm4dmuDbD}}<9HdAW(*v-*Usd_cP&~*NK!q_* z5Ps}d9hSmz35Oe5i$T?#d-X&XjVr{lEUtec3!aTxV`U+-y31>@p1AA2=|t>sZh{_^ z*m3LOqA_b>VBFAg6axp`esP(&skk|7Ozne#nYFw$@jylA%!O;=7mnpx0eVo^?OiKp zt?Ama9z)jzEb_+mgu)f_x;*DH=QX{-%EJlMpGhJ_OdDK0bz;0IWDf5=Q~v^A+K>#i zq3^bx_Joixd`Zd__;i;Yn>6PVX-oMGM?1PCJM(Ya7B4v;;Hy0o zNeI?(A{o%cU`Yn(d0dT1d!?Ci_Io9@oDhXi_4P_1JxqUb0;~EP-81XtnlE+T`vA!p zQzTQGOr84Ymkv;f;$|54enU1(H)#fH!h|O@i9Ga7L~;0`8Bt6+iT}e4Ij1h{ zn9;-#36LUHtaC6~QCB%GU7^R8bTLi1*j~8TC+6KG9}LWmF+F`PLW(wH9El$%3lOW$ z){rn25a$f%%h?tiaI(>EJRd`ffHAea*z!lLENyTu`=*hM3@et&J$C#cim%N`Wc&|5tK+0atDaD zf?E^EOuvvgS9ELYSh%D@^)U;V1-|G#PKoJv+V9s0sKOWH5A*40YQ~=)zp{D0s3fZu zPs~a}3yw1NR@kD;m@=#H*>FB~>a8$MPOaUxoH3a|n_OY^Vu1L73e0=I zHpGvU&tGY0gf3e*V~hi4!nh)(>bFmu5!STomT(J0n!9QYt)}a@`#=9<9NMC!j<~va zyCwM_;{lJ1`t#QtT4YY2gZX)gD;7RFaX7eC*xB3_Vc6N@N*{_xL8Gz*b*(2gX0Mq# zus?r))AIzcIk-?49lEjHxRvAWraN7)ZWnj%_2dgYkAnvaZ~TuYbU~5(sGR-p?svP# z?SJ~^FX_dg$>Vpt(!83iH+R4Mt6$Fl0uKQGa)G)xZdD@GiNwz#B5{L%mpACGLmzC; zn+DBEX{0e&8GN^2O;1+e>HPbIjY>`CE(gHpN7bnBra{XzRt zK&PCJKoLe6C&qR+!`0+zLbl|+@QV>Tm7Z03n-PT7ntOff~bwXocbtgu(Jau9 zy;`py>m#*U)TjsP3|n%+&7Q2R4X#=nCjQo{T0BW;M<9};mQ+!CXhhLB zkI{lKNzHU0TA+uLpNAgziqxHMS~X$qV15s$1k~mwWA8T zZlvm&%#ExQq_`qpsJ^7%>KbiH8iqtos^e5ky3k=#I`6Kvxr=%0q~$qh-yFDTI1CRZ z`)zH2YEB=8@*JV(6}^7sOgI4*1M%SO4CMK0-q4US%sP_B)aG&x2`efsJ)|KY50!~Zx7o$@ z4cXxOSKS}5k8CpyyP@=`Y)(`cH1VX%%4Gps;fbf9?9Lx9yRVaN_Xic1&863V9>58U z7iZtC<{itUXw1|N?Q(yu#7Xdk2_X>jgfHtAZcEE|O`BF4;&OV&%AH6=`Y9=9fQ%%*%k zCi@t6KHKgl52}}&v46l-2u>7P@MtG##)H|1^fhY0^vAR7>BaTg>+EeZ^GX;)Fu@fG z`o(+F{B8X#+^zSI3(^6TtAO?l4d+8-ARwT zSiN1&=Cr4@l6oG}*%h#eI6$o(rad*5xN@m+Hnc;+J$IQ_THa~E?y*JiG_nWP1a@uY z_RMLHda=6czGYqIkgU<+iHvC=@JwxURLzE>j@Z*5vd;uNWG>?YMY1#kyjmc`(MCI@ zXA+$7q+?;Pa~>jB=9Q@qtM1s4D;)*-OkTS&Hz0~8Yi!zRhm5&TVbiDcTC%163@vFs z!ZW5Qvrec3_8}u~L70y4{4wiu$LG@qY|59$lgcT}L*j`#X_?0U>pd1eGbJ7p`yHOR z2zKQ1F#g#$? zG+|*qF-v|#y8(skX}jsm#dbd1l)m}vXZvPA5*adrTuX-&1XEBA!p+BZZ+A#~QJ~yTaF`9(WU2UP=M=8C z8A<6sHLS4G#H{>W*$>{5lqN-0(oVCc+*oj3=sE8@i4-ex4X34C=+UZl zyrhgS_SA3KSCZpD($5uV=`Rf_v3V*tAsug_CjXbJ% zn)p9G4jmPS935W8>XXf^G1O&?h^27vx`*|bu1A+NcC{ z!&bl8YX-UM^%|r$h7~#r{aiP`-f6+bHDhov03mRMDii_LiFbB zE;_3oNU37MYmNuQQl~j-*`e{Z?qmo0cfb`*moe;$_dw}Yv;!TCQJ+GrBS~xGQrFzJ z$zv8vT2q(76XizirGCg(YYwz=02NjD(`rpOrY&POOPlMtF)?Kx-?x;7pX_fIyPwwU z&y#!nLj_E81NruQTE@-rM7Pv`vTu|9w%fQzn$iH>h>zwNp6}yqvw9O!M4)X?Rp{IokFX?ZqV%k%-iU9+ZkWjUONXSnn-4{IJ zqeQY-*9s0o5_p!u!QZ-U8SLP} z#0Ns0kq;BCwYAPGhE1H=nhr#(aw}E6wMG-xBG>eitHWZj5A(El=BaWnWyKYipd{UJuQD-8B2Ng=( zPn=So(Y-eG?D}GLS0gqv`hHPUXraesBBjUpa=yX!;x+0gRi5fHGpx{Nmc{prmo?4< zEbB0Z5ZCBra=Obsa1Sx`U1K)4H}@-=n8}PDT$+$s`c*gk(jCXrDYVcd_@x@4ion9P z@_Ct7zu0L#0GXC1`-X=R%Z_VCrXjX(G1bbv7;*n(`+YS(`!+|BSm#4#lHX66z=~Ee zM@$7xer1w9WYm~A)9}^T*<)i36QszADXEupdgFrP6g%LG{gb15YXT^2V$bB`)NRo( zI7g|qfE8v5Ow&7TS%i>1w4;Kd#;kB|kHD!gg;V@?`u`L6rrnJkSGK78%d@PxW>u+5 zgXMWhwPm;4?SAhAi-Sa)lL?k&>)viO2qa0k03?hAs)|~x|A9aH{@uIYiD5^^i6JwX zNT|KKRU|WW?;R(m6A>pO*z>?%-F7KusD`yFMa#1652;pTx-E;`n znyeHzh44V;&Qd1&BbG9n`Q99xXisf6swsQLgu=AxKP=}O2YC&~)W9YKW5iyO>6%#h zaiJ6k3edMj9mwFWscG3enCejB>Y7{luQYp*s~eH~;^*htsF>2;7*@m@TO#)+To2Wh zE>Vd*%K1%Ca7yPB16hx+6xa6I%T*mFQ1ssx;j`H?X4OVVs4kTn*Vt8z@B*~1Wjo~* zy`%``(cL6pUTvJ@b>amqB$Fu7ZB+!SljJOojeDGh_mDK7tf(SEO^x1okO*LYitxl+ zh3|-nrAKbC;)ZKa!%jI7lgToN#59&z+UG2du2R@)3dCMb0L8e@j)fCgDc)1CpsuX~T=TArJF%5y3C!~D{EGdmEF~Krm&kxeY zsw!hnME}Im8~uq8im}|*$rIA97_(iS!kMEuNf8M2)nGZiqLm792jsaZ z>b9@bT%1L?r-{yWFip;g)CfAg_m5FDS9za;Z~PNkV$k*Im{GJzg{0u!zVN;!k60~) z*{FKWoUiM2mqun;nKBwr_lPf$pN%&!#PZX|HF-)=!&Or4 zH$q!ux}_E)bz@~l?OD28V$r#QSQ^>mYmAbK*jS($)7qIT9(*-kUOg4nv%^efxQ5xb zEPEp>-7?(PvJBP`qfPoepXH13aBD)xiDwk-l~4H&i#Cm*jcEwQz+7ad{m_p(?~G1N zOImcoQS~m9Zquh|`L??nprX6FxfwS{CCWEzTsxvdk4!@rdGoo)(>&lOWsYB=!Azk* z{ieUG#R;Li3Rb)g&9$ zBn>s~i$S?ZfdZ=qU4*3mWmas{7*>#m4Y^f4%J}HFBOVO0_Iv%$w;hT$gDi<-QXwWj zL;>F~d#iI%7P0{|R+~1^VAZhjAkc1D&~s3mIKCL?Bft4+({ljLBt}en2$P*soawdC z(I!tMlt&=PqTLWkC_{i&O%X(fx^2?IX?}2Wt+%-B&?4z5mwTf7+bW2ME})=nn(+i_?Q3@RXH!KZjPB!l8z z;+aCxr_R0P8&VOjC)CUB>N?`Zq@H$EPb`jx$|Bz!ZLG2=_(Tm(fNod0;%Eq0Sb9nC znsMWVPrAz!XDdxq33VG(QM}U8p%TSl@+Dkf$R^~PFU0v8e2VS3JCjHPqk}@k0`=DD z@N4eIl!Ut$T142LZLYQ`cw>!v4NjhPRa+bl;WA1uZMcjY24jsM2Fr$dFAMZ8T~!!E zV#I_i486D63IhV8BV1wdTHq|qt||;DjFPIelf9dE3T4}?973-ZS*Np$a2PdJ)$!i! zw)*<;i5fbrzBL-E>g&9;fzB?-V5|{UvVn%gQ4;O!ocFq~yCDK&k*e;7UhBB-hA51Z zaBZO~-gReZt5EQX8a7m091Y8&x2h>;k})ai-T=Wg{V5~HVbkbLRkinNY{6yY#xeq_Aq$eV%cv`IbD8bx(4)C+Z3 zjunHkOrw&`)hI_vv;@<8n=iqJW9-)V2)UkXIfV zk#AoO7Sq98)6-9Lclo992#XqehMpoIl>Y7oRIM~wK)I!KIE>7IJhTF}jsga6OhCu= zKT|crS0GMa=0QQ-^RqI*BnFFM_X3y!4hGBd>{m5apz&;U=D%uSEsmb51krAdbl4$9-vc|LR-fyz=)x|}A z!;Qc-`~tI{&D|W*7~hx5Mo}kD+J?pax<6Y@Cajh1jF5sS9KzLRh^&5js}vUAri5jj ztbM;+L7I$Xz1Fj{yuEfeo{p#dsl@-mb}6qfBMscQrY@PNQ5wn{@w}SzPtZjVrNT5(P6tB=8t;WFBRct87cWPN#TkWsvY}i;q8q?Z@#dJQP zNY6=r!GmQR_xHpTryvcRh!Pi!!^QZIG-GwI2ow z*SJD9$*mTJs2tmGNbY{=1^acbz#51<3a*Nm{VCn?x>*a*R?LX?mppL&TTJ<~_%`6^B49di&O0p&CBReE^?7@7EcdH7B9j_yl8TL{?b`kvnAV zjLYgE6_@me#GQ5S{AuHkqIemRdlV#aJnIxMw`jMNR<~>?)f=#M%jy|ePv>WJa2($d z)P5#FB}W4r6I(L@?1fO~cFk>#5IJ{fainYVsL8#o?wZ+h1XQy3dbA^Tu$oYR#k!F8 zYXJ_f$!%*)?7U*;y_kab!5mK$0_rq`clQ0|8V!6dii(1DB)qwVMVK%a{f;HJ` zKX-~j$E05I)5-P9eaF1MnF~4`C*O#fC9*NI*QOsRX4j2cJHedR8oKM;mCsSr0=;MB zNxBWar%IPQ(`*fVLOR^_p#KpOZdPnYgje*%qG6~2wx0-978bas_*ou&_0*~3of3K; zwoIm1zdPmh8g#WDOA(hBt4T()DdlRK^HX#G*m};lG9$$dNd{wVYo5V>E0on6QQ>)2 z%o@Cx--rOO&T|3oNMR!ytcg^W74F)2C_C2eF zdEjzAI6J>y=EZ_8_hZiBxG>a;(#_^>S-t8f zSa~C$F zB4mhPe-T@;vXBGSmVI$_=zYmVrYpkO=tEPGPv0 z>7bZZ9JMV__1eZ-po+pM3AI4gYoXG&8H$)B;(i@Ji=qRCt3zY6t%{ zln?8UmjtdU2Hv1hvU00;O6Uy=6`|V#bjs?!lhHBgI9FuoS7^-bV=$g1w&QNWm zz|Kuh!B7D*45pliYMXg0l+_&+G=pzcgle04%gOqU2nf|SOMqJxHlo3IHtc}gP+qLv z$JzuYGkj;me$B~^%}DT_4KBgWkBzHPdx5s;V7`;VWlk>WDDThdCpPEOJ{E|>hjN0y z5h@Iwvs-(S9Cp33vDw61RZ`JcE3YB`_Uo?>y0N~s2Bu!oD^Y^>oM(jE@_>8gS^(@UKB1-tNo-l zUeOy}=QEflq1MpeJPakXOHOOudT%_LWEb?G{*b~+nPJ<Nh%9$h5``L{j;L5x(V2Lo@gg5C$Ikhl>yS|_Ck`C2g5UPWfdlwD zqG9<&G~MP?O?uo_>WcwmJ38v9PBn&KZ}&V4oO+v zQi8mA;|}SZ`Xw#um&XnXL+NwNWruWj*(~V%f~9|FNBc0-J&9<_i`{oBt_$^oeRo!8 zY}VLF+>WHYq7jZjngv3V|Ij*M!6PtfwuU9%OCgth6B?}1nXkch(>5W%niLWORI#9I zmPL7EE=BwKk_y+D-fo@@>z5(gHC)pQ*zg8Z`z76GzqsV{zunSWV=rNhKT?ZKkz(R* zh|n1X?Z-Y2xJkA(0&!l+o|6`q&)+J$H!IgYyWLBW?R6vLR;~3)w*ochw)+X9?CIk! zn3>ljRFH(ud(IWpY?4&z81*>u1U62 zxbQsVd%HU(wThRxNBLm)=<~BLI@@zxL7G%r)}_-M5AxaN@+vrc(SD$7a1E)|MeNUL z(qdMXtLz1) znGD9-zD(JmA<{n-<5^bbw6%P&EV`Oj5TJ(48mnruzp=EnA8|1nYfIf9_m6fQ1GXm- zU?wfr9MIv`pZnWiY@PPM+&Xx+>(I5I&*iX&*cu&(>-?sJSKcg8d;|K1Spw$aAzhN|1HXh2Z~-Q|{XD zg_UT=Zq`h)cpwXU<{Phl4`5IYrB%YsLnn1z(pl{;9UUsCQvwNWKfVX3NuSkp;90O& z-4x|q_GqHvkUP2Uk$(FVL{4)FYZ7Uf8}*20$mbL4M_Hxoj?gYOns9Sutjs8T24)bu zOPpO~#=|R|$>JRb(th}QTEUt;v{P9<&I*2sd$*jH&uK}@{G&*^rL~gUn@`3|(XW=` z2Uc3!H>wiU7}jdL6&s&~=!(YbiZo5mv#u*5%V(EF6FSAE%%11@+&y-p{qVN}HfFR2 zMAcI#vY}H#Yqpf`j#Og;Z>GC_-()aN3awVuJPfS8bV(UZquY{pNoY+WoDIekntvQ# zMb<3Z(;8%BS}UFAVTXBXFb$!Vm*!!od1+7$WiXB1<)u$(^;70yXl<>_jI=p%$WyVND6HDdbebpLGEADXrAJ|v*ArscXRCVza< z6_uALZ+O-flb5I$gUO2LR##M33;NY!yi_M@idg}9)L2Jl(jc2`v&y7-7#KOVFOvq< zP+H!hc^Di!bxA7COAE|Y+2|lO3KMuy&? z3*(6Xe}vhun%$;Zx{`L9#oQAu)A?i7##QM$TiX*|LCRr1nb7hecg#DZl*0`-l|nDe z)6VE*7wOZ@%H@XACzse=LUWU~-*0u6(qLX*j46O^Fx`-G%n5&`3c1Vn$lp-kDpKnT#+=bm>A+NXJl$f6;WS7_%>i7bilJlzs zIW?Zbrevj*p`ahJDM49+onl_brZmah?HbDUh3A88N=;Ihg*=o^2}&v2HU7({Wc?zc zB!#`3O({xgAH8mRQ({sIwcnd=N{zfgtD%a8{H9Im`7ELE%!@MWly6E`O63oFdz%uJ zQp+e`1HRy<6s4Fb=qYYWkmn!MZJe8!NCT{K5WR^sywUYU8gLVsJDy1MnC*sSm*$@P zr}^JjdAZ!CSte=peGvggS3%@_UZn9RzKD|^=P<^QrxfV6ZTHo%e?k!c?x;rx8N|K+$GFI8Z<97Zt}jVBgd4$IYiUM!ZG zKgsNX2W{cJlhOEma!!rb=2h6k6d52pU*r`2ySJc82{Gd?$}N>vcN(uTU*snNYs5H= zS?mfFdih{bF2?~yjTPu7iX@4V)MTRrnxhIR>eNPp!w9nHJ`al7rMfU_xcpMAb-95; zje9&Mgb>In57^M#b3F2`{ZfWT4VNx=W7u>Zw?Q?;|7>|hs;>5_=Fl{un4*xatK8%x zmudRmy)2MkBtO->76x7<7w58BpVK z+(e02d^V%R9+P=`DKLgC)Azv zF~RgTt~*7IN{n`?q1a-FieF_Due_E+}g4!nbLx$JMvMO<-4kxu*u#l{_`=RPLnt)BP(~OBDZ+}+OSx$j4t4`<@dQIX%zY)`?vTw%p4m(xf z{?=%8LM4rMer^j-g8DL+iAqHBz87Qn?x_@?7-NM5IuY#;1yon|~d=--=cMBTECgrg#9r9wiP6i`-a2;2CQ6#i#)oR%anS(_oNM>ho><=u zTeNYnZ<9qex-l#@{}Fm`k+pN~Xwr-May)g9?(CdCnsmQtbQednAdA1ReIel?wFM(OnCwuHXIpCNGJ5s_IBsg=I*D7hyl}&$sA;MKm(( z>|c56aGwGunCE&!DjSg{$bOJ5Y4xFV7Md)g1dXiquxv^7Xvr56ZaOgHh$cy*OQI?H zd~uo&SF}d(BA3Ikmsk0M^ELLvCZNzB!T8XIS&Wn9C`qJk#WU-(o0UERV{nC6BmU5n zu(SrAlQUJ&u{%CZ&9u(aACACP09jX ze1zR0m*}YWkGksz6_!cLn*zSqKl{sxd+JkTM@SyPYPej{+340VUSk>jcPxC7mn`?Y zp^z4ub=Q^eODvND(OvA*B-nT`p%LTmE1I_)FKNw}SDVIJ5Al_4CkxR~iJ?b!wHWn_-Ew;w1)i6tP&fF&Rau1sa#e zl~Q3^ZxxC|8?y?Bk&%jQr9N8iuwt!3V{BjoFVNHYc^TdazbMz?^oNcA?TL^J5#gL@ zjJHe72}5DBBWMoun(*6ro@`DDg$wx^Qz;4O&gSHZx=+&`+ec^J)P03z>@J*EI^k|1 zhm7JH9STokm9H_VB{%{#kRH)NKA>?^r$iFc5DDM1N8uhpqcx6W!qY?*o}m$Ars~fk z#$!0+mg|n|EzQ;2|JwD(n@4~lKTHT0U?w$mvaC#vWboqhIwCg^-3vQfHYaAHW)eQ&RC=hdQmI5l!aRH5UZnXj!wBZ*+a*IEj z_{R0sT5bbtcx}u7;duY3N_8(20cOlWXk5sNlRMak-?qE+PBtm{B_tc5x0|Xn>QB4w zZVaYLu-$0T(~i3vjTm9;y5T=NjyL>g$K5yl1~Zbrt{cU(<9MTZcHDKNs1Z%tL}cZc z`#o|;cxXbS2N~FNr+^H!7hH|P>?pLcpoqbY@|W|R$B1u0faqw1fc#ZHr0x0n5Q$f5Vf|dApBPNPi)_+< zuYYna=M!n-O-!|9=OR>_F*XjpGE$$gtbGlYud6pbWrUG# zbr_-{5_L_>AfhknC=RazH15W0;3Ci(I&TuPOFB`(&%`cUv?Q%6xZI~}Wt)v?Qg+Lw z;?=mZ6-gp_he-Ov{%Cx0k$E@3H2OJ1+QKoRgI}rwp|MON-nH=kdsjLjcuNt?^2=F{d{K3?UNjvCY(56l2j@fo)N8p)6h&GW5tl=n~s|q`ycw14FtErz2?TQdVnFQ!u7U+H^ ztPQ{V`~Nfiy=+bY`yW5~J1r$`^|tr-Rol+G?#8Cbo0YJU{`!CaAXj_#qmNTt_$pBp#&x1C?f{scM|eA4WKAK+w@(dz-E-2$Zbmq|kR(Iw}-ki*hASje9|-z%VN{ zhOP0l;wlgz3)O_&O0_r-%#5Wi6kv-Cpm+LTi3_E~#sTlJhsMx@p~vB%fs3Yw#FkVF zcYih;i?0GHY8)SXEp8AJloY@ro|7vV;A#vC^*`(6grc=b7_=pa!v|2+T0i60J{in0ydCtS;8`pd47!(|6Wbu`9#PG&$aT|wb zbtLv!Nm49|Kpr>O>ta#ZHN>DmJ{2K4rYt`j(+PXxhnuBfL|@QOV5<^xFtAYU6nh}( z7*k_A*uW$K!A2oE6_BmYkVD*L<5g)J1<3zxnD!WQbV~fCK}r0zBt0F%6$t3 zDWLXI{MBjE>_XgZEsw)N0~h&N6_?+SH2NogVib{r0t>lUdy`@iGFPK}bs;{i>}BKF z@Z$W*KyEa{iw`Y$3kUF2a^buM7#j0JoabTB^mu6Cp*>`^;d3hkeh4xSdjQQK9AhgSTR%KR&fuu;_CCwD>IBNin1v%vW(rluJ0zNgF z)(kH7WNr`K*ue1EFCPp{bcmYuP)EzH>*zCknafGNw0X9`iIu~+IL3p7dZeuoh15gJHG}IO!=F=@TU0W=6imBK)V%NvU zVdylU7Ib)}@rVO>U=xY5*mn6Yn#L@zV>3zFg^Z z@f)X@+=Z?~0|RW41NdXVH=+40JFlB_K&?PldCjrFLO#mTO5{MO>^72kWtU@tgoX%# zn%CGNh8jYr?$Mx1{bg%Grx%&Z!A#Y7`Jh`^gNR5A6H5jTId6R9GOOX0S(- zqO_v9n(#btYzFDHyG2#IEfiprkJS@Lyw8StD8CyW2rs`~G!T)MsJ{widSka*=2lBy zVE~wllIS&@{r2rfn;HnvClzNF4&bR)oY7ox0KKtRh(cS{ z3JV3;R9MAd{YJKN?#hQ&ARe+ChtUdIfB>1i0jYV7nX7!Pp6+D8jgq}N zQUhZ{(-HRHG2msY8(T!)np-Hqre3zcEK5gn z;@h{fPbAxrK9L9*4@-F77U{L}cwPP3L%(SoXu$yb)*_$egEEiQ#m1h~vA2%~qSxqdIlnUAv}_v? zz`j9;zg-Qdb1zeGTFq@7fWKDK+>nQSQ_Thhuy0Tw*Gao=;{g0k{m1p&Z3a}q3-_9e zx@VS~R(k1T0|@Z%$iGG^Q{(8@DU2=_NZt_bR>;}9X_>Kc0RAQo6X@Kjl1jVNuQiUX zy%v{2f#7?qp!UZ0+%Zmt0^qk_m^+@l%x$!cxZDIoJ_iT*-;-XEXO>22&ny*=hF<;s zwc+oTm-r76W=V4>A{2)X#$Tv2we4X@;~J5FY8VGYdPH=swN@vGAU7L!$PFB@S_lnP z-=)1C#Wzme%)c~^r^ZwJ;z>XN^R>Qk6qW;iZ&G6i>wp5o))HRbyRL_Ehsi| zO77TDo^#4wcgFVAV+cK_Hn zT#HiR!c{yA5n*;Ro(D3h4UYo{o;RM#sWCq-HO+j~Y!(#o-;@ExUkw&BvKcD?HQiv8 zK*TBo3kJgqc;4Ney%;Zw*_7h6 z{gl+q!bVf#;(_UV;l85ACy!F#40N*&@V3GB`-m3(s)L3Uyt7B{8Xd)6E(2{*i#&1R zz;jDHI4YKV#cCF4gj%$EJ|MVm%cw;vXD0?gG z$TQFfbQP>TM&GXdEjTzBIKCV55Nf76VkH?czmZ;=Wg5L|B@6vgw^+)qf0 zdSXKvd5=0yv98w&V$R3u-#jjxGnjuqh$B>283PQ3K3)uQjMfPj6QQc+iYTl63S zM6lhVXVmUYa^bLqoY)qY3qgYKyT?7>ZY^4RzySBHW17RE4FoTJ^cKAo2Ls1LeGzHE zfwg;aUjPwoZ|hryLWyeO zXF6yW3+-JNL79HxXvM>}z;e5{Ear0O`abpJ(!F6FT#J$xK>R)4U(XhUSvjGA za-XW^_Li8V5e5b4+xjuu0=r(eX!sp8u)Oh%)@(u)Em{^E3iz+f>(702wP;x^B%psc zq`ZX#3mD+O`PFzfDqaR=!djFlh6RROU+0Trht32FJCQBwz7GhlxB5%D6(Y;M8R~>~ z3?IwQRSXFD_eJCl9Y2s~TZ_w8c(OHND%_w*Ci5G|1m`2~dDXt!HKpd1WmHRp6y~jP zD{gVb&$!5*%C)JdblA-}U-)IbCg9d^E2LkFf7C+sAdU_G`*>%2KyLJ85*jJioJ8ny z=a_NU>$?$ju)mMzbhVv4Z)2IC(moqM`Oo6(Leo33<=ngqm4RkTIKtXtm z5$>%f6Xr9f)O20yV|)@5bRUCGZ1KBLiw9dT2II-#oE9v+7VUqnpWksJXu1nc%xARQ zog38sSp8$zV18?`8jXu$9%#!Gx>S6uvX~)(;EnUqdG>U4{->2Q7O06#L3I|NN@yDc zz;BDt_;NTNXMUz7^s44-MZmGZamTz>wH&N)CiJTYf)iPQV0%PCS5zkHbkKcjgf9n^ zLpqA*%1>QFA7qdusrk*v1@~k3ov-rz`DhTB{yu1~5C$vA&XB?X@vxZD9n>_Dv&=5! zx>u>Y!(BQRc}0``%j4+Ml`oiQRJiXF`7YCW)EK z=Yp~i1Ik#FV~hGrr=l1Q^!y^AM+7TUaEvZldhYV1D0q)^(W$sNCzSpypj11?$|F=; zhCQ95PIbl@p;FXPIwnOr=8J5Hwi%BpawI>N7p(h@RD!q008!u?D4^#1>|>**r(%+P zIbSB(sv@tE!#JSlHq+ztCwMUo!RJ?);1lgYrB;Ql7BrJUO9-@r5$ZMmytV~mEYKuc zfQTmFAPGJ!gYyl-mwVGAJ8*FCN zK-G_!DlK1^_%CQ!78;j+y|&HbJka%s={hQ6`Iq1)GbG}AdLQ9?wD#!wU?Jg~h6D+GYPC7xZ*RsrCe{WU0I47fr8xHQNtEc>Pgv0wmye^d-9%6pmZ6vH$6caNqh zC>)RtgA(F5fTC<4h6LsNc=;J^1Em8~M9c^#^B8Z!2oz9^H-roFM>(CzHc>f69=ce_ zqTM2X1DDXkGbAa1{e@$L{|S3X^>v~t49p4rskxdlFkgZP4;2sDhley+8C(VwB((Aj z$XCFi!TtgJNWT&>LPA@^(4rD7eCYTg`|^;^@*2+vi{*APqbbqw3P*x(#6SabVl+^7 z>tacR9^L-+=M=NUDn-KTyatfmJ{Wjz^GAzf$*)>VSgnf_NwhE%ZN{DOx!!e{6dIVg z?I`wu?@e0Ab`lIcx9OOGV!q5im;d;!M?#7;g3P1<8kod^3WCY+vl6=f00-~6?$aA{ z>hwiIPUv5(DB7-OLhBC{Bqjuj1l^(AzUNn>fNx(9LsQ`ilbr@a5e5Lk_U`33<9YUU zF#4SS6(RSmE+x!8%kLG9iv*5`qMgo$ld+gpBr0`g-NAUq$r5HXZ6L{M|A8Ze{IUHC z&F0MtI)!#NQY}AAY{HPi#`5?*a7cJ!e^$M9Do!zUju1*%-?PDLGyokUSSEaNc6JhW zDb~#djtufoY|#`7yC|sHrfx*ABozrw5F>=7JG;#x_cTT24m`Sfu)a{eh@|XGI|n17^GlPNfaw@!Gf` ze$W1bLYH;c=iJx{LA^GP$IO61{ek_-DTT-{^PO=?gLqN)903UqrH$qZ2*5)IYlbN7 zbY9F#v0qA*INsT>+YEW&knpjso#KY7h;-5JQz$-fj?cvF zxcv0jpC*;RFayNA&&52S6)$JB5U?zU&MH8{IKzhW^5of!V?zLIlJrY54vYeivGI`A zi*=i%7zYIDIzpR7#yK5&lN}VH=!;}?7#zzY=5G~th`r3V<(t0SmfSnY?{(mb${zg} z8yVbp#?yiH==Tq|PJWXO#7<^r`h;mBK*-eM7aK1^=DUsSkvZ-oS0WCsEoP2$pWr?M zC6G7+iS*qT0ZcV#0wlO}grJywB(OZ7cb?74)m$8fk&lk4JNKi@69V!rsvsQr-lu`* zXtWTEhFj|2F9#C}i}B|A5=v+VrBYdg9H2kSm(xM{d;|18GU)IAwWPN95541~Se$Rd zcuHc(6bI43^`^K=m9BmEO`9;D(%(uJh6D7sC*Mp5*}>O`TkY`0*9x8E0RJs9d39dA z3dm0=`1n{d;1?wn1dq(0U&&*NCfhV890(3c@ZNyL*?d?~-@yla#bP=L1ji?|T!3Jl zHXg`KI%yeXHM}}hX7w|zZ8`(6puPu@SEvr5q82pG@VHlL|_p)tqc= zwY;LSs#sVL?gjh0*)?(@m5c-)i2A@qPzR%s$KJbg`^SVueitpM$Dx3f$L_~EV#Cju zgw)4g8CsokkooC<1;6m#{(drnW2LCKHe9^r(*WlXHD=jf#R`R zkf3B{KBH;mLYyh))2?G?2Nu*%XttMDA;h+X>G}9_RjkTb6hgx6jRBLXHopa-q2Pge zjiwx9+zIj728MGxpkRG$URRVfhjKx&UxBin-~$^hP8~u9|6TKqddtu3geJpagm@Jq z_#T>f6<@^TPAFjpC`4+(g88)~)Z%{D-09PIiUQvQ@nJy=h$1d~l)uQ1d%Z33vv0tZ zjI)3=R}2~Cx98*GbMoj<P!LXQwo-xK{@W6Iozxiw?e=yJO zo;aaM2KZb=Fy5XQ_R6DN!?W2^EU6HbC4Dq7J)En{9B5)LGpBC)S(h+lY5^(IC@{F+ zQ2RIhEhh=F8rIei8wJp>t3P_1OKQ&k#ayF@%yyH|G01@xz=SGG-$}EW?;-VVnrx6q z4Fqr#_BEKVH9Err2OTOrp;_nvL&8{Fe=G4BPKAE8T2d&7Uu;s))wc@W#sT`>QvJ0@ zr?iOqW1l6Vu4@dNh2w$kb~(PB4JO(Cl6Hm%_T(khJdL2Zd^9k9SWcB|+&erwX&ML~ zHTMaCQ@jn>5b++q5+d|siErQp7XvsRI|BvnJ-jYxTMr8W;&E1pLBjBYWI_ubC9DvG zgkR*7KqtHoVTB07ClDu0O4AQLOqu%Gnb7+K%rmWz927u@w~Xgv8NSp|6EUiiwpq|VKtEjV(mX)gi@a{E(4HfevS&_5AePsUQp0fbm=i+r~)e@CNV4rrsadrE4;Ndx+Go4`PU<1M`8GyHo( z>+2`sN&x}?ZH+HF7CLf-RfvQsW2jqBC!aV-V7OKOZ9-RZ{5q@JKfBPUbX^)i8OlQg z(LI~!T%2_6WlBop79*<=LHHI3eWDc8g@_aq2=0SGY%;l|^UecP3<)zEKw;&&T%$xLYxLwV?a(ZI{!OuFPRGI3Rcv1YVPw zFg9i8qqOiw?2d+}BeZB`HBh-zih`q`VId8&C=mTugPDvgTE8fGV4%9E(BK+9T>4dHu0F1Um1CgmZJ=(`O9!$bB z#R=|Wkk11JttrdBB?U+Z4p?nlylgy>y$fw;gFvlG@V@aqv!ww8&HHi}st&o#PW9@< zPCgquT~~@Vsr0KJvknx@57htZ+;&A*GG=Gu2fvD>Bo`2h7Qb15V0*AErW3K_>+JaOAQs}8aC8Y^G+`JMq_5GjL$~c(stJ%f;A=V#{eRXSPHjn{V2LXf_6@*c&OJ z=05va?pN~0dX~U!UgX=_62Rr@l&1<%fLWDHMK5W7f6!J@nYGDBP-Iw|K`GQVo%@+amga+ICUU9g1V7mWmv=Ft8N@8>$bHaq1 zMv+_*L@>UopZi&!Fn1B)Q8+-q`)WGLM#VJSIX(<8tR%Enz);Bv0fO#5yt-3NX|PHy zX^$F8lEm7NgkA_ZoYDma?fZEB3tDU#EQVLtdW)mWoKSfI#h635AU7tK*Y||d+t$Pk z5OfbAaDPVE-fdZzSuz_Z40Qm+QtG3E*yOF=l(;q2w-_?swt4G;g4X1%eq;M;AVxfL z6vCL>=4}WUUn$;cy)8D-m|<$;3sBiQ7qu&p1VPnh%q z900)ZE*S`|ofDpff3gX*z zl!u(-rC9W@1LuMy3=V-HEstL;xCoVCW%YPHDhUUwyO41}cLU_1bR~3nz+mZOfS`Mi zUZqX;v{@@7E;^Bde)1cOgfU-*1JW=oh+qFkjBfnaAz_3jzf>$025_HzQ_S-5?4roD zn{xKGm@LPNv|S_<{3HXW=xU*%-~;o~*Yy5ANudga?zG?okc7EYgT^I-T4L%0$`kvx1zE(K)KO-bWCFg*o_D^BI-ul2IlMV(Td- zBG{fVIr7qC>Ia8(%q^{laN>j(vHDVV4E5m9@F?&aIj`b$HkR^)wb=v#KnDBwosIR` z5aX1x|B_b0XtDg<4Vs z#=58)1E_cDioC%!jXT7DDF}30(qs**MhOj|`dSvZAY71490cE{wT+M&IFP+Fpmp)B z-dRS)J)eyD=q6#!PJFJCbf1p7A&=DA3TIf{I3XPu6pLte%ob zZgLzr(3w<4oV7NovYtMQ^r6+eNVjp)p&Uo z=S)~6V4OZ0$fQYW`XbJCQKj8diejLcAy!%v)-7>cW9i=+O05>Hc>@=` z=B7;W&iXG0V~T3zp}z@Jam~~fG}x(<=-X1YI$E1pj&t5pCai=sa|0O6KL9g7w^#eH z`oaWe{r_wZql66CiA>^xvQO&XmdP0KE6)C7Gr~XxUEhZ;@48VMW6&v%Qzw@1f3GjA zh6$>uJy0d+Px5}!>EM;;KHQ+%Sm#58aY1XUYcChuW;3;Glb73s`Abdm%lrlP3=?s6 zr|$1nnjCPDe*kSNkW_A+p=Mv)KQ5LBSgB2zJ%k7`M>EhDyEHI(N~~=R`q;H>KIS96 zKc|-m3ys;s`n$~nH9v&vzbtqF{Zl*&gbXXGrBq{ z=Q)-z_~uvO1`$De&m*1C4l-7=6Wp9Qp+p1O9fypXb6#~5_7=vdBo>J7J47^bPWLo( zu7rU^j0{4X8CC&;^1=BxpJh+K{!9es ztNmYMHKMp+j0wX*0VA9F7#;{e481VR^HJF!&*n};n&2YU65F`70#+gvb<`hG>>f+` zx&mxm2>5}yy84T=!vor=N|OL|B>u20GLLQA;TX==sDXC~Vj3e84;3gtK}LWQvU>0o44&d>U8d zXIp~1Yj9H~@m%}Jd>_>1jG`0b+zeiV9zutGerdjo=;*&x_s{!AN*KBt@FY>33JNPr z?bB}c%faMORDCtp_gjJXmWrW6M^(@Cn_nrzC?(oT9o4fs2IzT5HiQ&vbWZ2|xS>V~ zQ(NS`tIJeX-iV7$EikaW1(xZeaMlhIrgFm^3JMJG4yU7RoBp5vl|y)D!-Nx_#P=!< zE)XbggMu!yk>%KN{}WQ;kyub34ec(TEk$Gy_v_lwSWuvO3#p+2&4NeB)GU`_>f1|* zLILq@P)4BrJP)@W27V9S}_E4yI6MBzV6biH!xKw?RawT}kp~o$g)@7ukdg?xlc%`BY`zUkoS$$Mr8;QQ2UidLU+S=tz}q z@s9}I%;;Y?U?O3eU&E+6AAyW>%D@ReG+CEZLxS@YFP-DraFL4zq`^cbnR`G9w~p1O zIRKxeMd{v{7QjQxJ8=Lj+2LTG(M?;tTS|zOwSjcCiy?#jvHgu9r*#Rc1)M)&s@=wl z^8*|bSo)vQuHqd!EI;#xuj{6tBS*;(Xbx~Q)7>WB=sY1M>*@c@o z2UQISD6xP+{WF`oET}u6xTMi?HK&u5RFFwur-0XwlyO#F9yL%w-uD~jaajq6G}wrq zje@eOf$2|Z^7&$XNp+fvuh^(hznrLFo*o|`>~0&SF1{7f~h`c z7))Dlcl&JnbeD-rvXmvEK@=#UhAKOqr}1j}f~=#?)_Ar2lIF_1&NZpBS5S}<#fAWC zXREK|;U?MPey_KG^f@y_Qaf7#dGs6^Uk^) zD+dBZkp$5|_JENUD_T|h+lsbNF%u@tu7~L?JP_Wu33EDqwlgPcD)e|A9qAEQheg@i2XK!TR#p){zM$hLV{p@Hm-u)&lSv$!KA%avE7J6R|jk1xd`plj;Ei677$YlMi9*gqZr$u?jcGLP7fCC-U zrbb6yrOiRB$ke3jmW+t*lVf>Fq1-HKDPvrFW;O^2zB@zqSp34-QVbboQ*hwAtGQ0D zcMcA+{?%YMa@OQiT4|q*Pf=pYz<{+ZAELrg4<24+JSWQW;~u+AcFBd zq;`*jSWcD;u_0W3%^IMDZG@qudYDmG3W%e};DA;)I)2%(pU~<~M-^{9ER);s=@v(cDB23@4tY7uxHm4%IFb?7z(mbdHGQ5zL0ePGOEe(+nPgr3=a9ka3svodw( zv3cG6V6`9iX3~UdUIP)KwvdtPfVBgKs{?Cm)EeI9H{t}Wu5($Vf;Z4sd985=Z53;g ztJYtZJFjhQ-}+a0NT0*ywTWwTvG%a?d{lkv%pWmuNYz7AvelzV8<;TGG(fzHc(7o0 z)9AE)?L8sQSb0KsjWj%R+q?w7*kA;cCtFdZtg88v&uSa&R;PW|{HS4)kR6F6c`svCysW>BrsJ(9zghr|> ze@wh4jvUNZ%OUGP+WRI95{!2!kU%bs6fD&@G<;el!PdYD@*2=6t=K{5&B(7yYd}GJ4=Q)GnJ*{BIZtXzn^YPnsHw*rK;93YDiGtbtyfwCe&461angYg6;#nx}!|GHyBUEiigf})+nVk zhczj6p&{W>M8ajkgS1n;qy%~a3+neH)S@o4q$e~QfC||hNtd`Fe}FG`Rh<<_r}n2M zKdU39_X{Q3#RRD-(RhL8GbsX-CAMveb|9ma9abVxI+e&XZ4o$J=kI-T$=|-R&DC=A?648 zGW_z8cE(=tmO5c$AutovXadOj2%m=Jcwa+2B4KMIhm?BwpTaD#%n!pai@mXQzF$yOLgX(8tr6w&Kvu+3a=%Moghsh1 zymo0R&H_mv^F+a{`em`Rh1KmZn}fAEV2zb*4#@cd{~B`WJPq0s6f{x7_GXS*qsXCw zsPA(CSCnU@uR1gmBuNqo`jHZ(irFH+q_FeBFqY+_{@q_XG?3a>UL(qo0z+LEZhx?B`1XFt-$N+PF( z${zfH+F@wN!upDlN&Ni0f=A}(e+$90TNU$k8M32Te~yK~_;k^+nWb6u*= z#EEirqVukfT*=6LXNj0>DiJ|uX#RDrW(uZqvcQYzDmErNLJsAhCMp*_m#6yqx1ib( zLvfauDKac6lIFB4YD&8jSypx~$*@4u6V)9eNryE#mT;D;0u$#K4wk?E z?3X|d7|JDro)5x$j4AD2C1D@-%>@~z21Uk_8&_nQph#D>c`+FeuW2*3vNpw4i1wj> zK_?OM%>v0&dK%Hnu38T0(JqyKcURQ>6QvDf9Fj)u0Pnz(b1$l@jtSbdyAsfLrKXBQ zXGA2I^dxBx5tQjEzJM~i!$s^a53KYgPhlqs<2=x%TZDkF)$-zZta(Z}Qb<+6Bsmfu zDju^BPjqow=5j9#6OphzgJJol+eL?l_t|&)EwLzA=5ry+9c<(v9&yM#0^lX=+Xf-Q`asHKuk8MTj?Q7639$@LDg%IEyzevqad-EG5hetk*AYrQ@V)2r_0CTB zog^lNuhlVXL~uS35p=`pJlomb+j@3z*5Cj9==jt*A}OJ`0!Fqh_{GHp={>wK8ZQL5 zxGKxpsFsjQfG|pq2*O8rmp!J*dgr*+g!nNa#aR_BsNcs2oLc;quMZ`}j{&NNTj4g5 zuVyp8ZLTA7i3{?FkgHQZ8ed$2S6CC)B0+mBE|QSD>`Rs zk%xZbtO?EpP(pbNNKk%ov7pl=Y4xDY_ViCQuQ@A1hioN`2P-s1UJnitkE_p&2=dAE zg?G+ZLRfW$6_ZdwL%^ep<(v-r&i2ku`ez5dtSl$}(0qSNSyM=gJB|wG`_y>SX`aQT z%xJ1!oW>>29pPD?(t;QiMQna$pf#jI2J`2-AeEpXedMR~d4Bz}SU6|!B^)PQAw^Pa zfI)umGM~}f2;HeL9*Cp*g^isf`4cJ@-|G^F1mgqeaX~HIc;;{>7`c|yfP(dXhgB~B zh-D!+wFy?PWoE!&f9SBUX5t7V?;`C4ccYfuf(7%P%WuZ>>~s3h9<|fiRP5|x#W~?1 zb_pR1R0s@AxA{YFRv=;KAx6Yz25wyq$}7<(iGTg`NE1%*G62izUQGwX z?2E&#?d*I~&>>ddJ(4M00z=v^hz72E)zi`Vk~WU`WC_D_3F461aA148V)L>oVe%$K z!?NfHB6=blPR0}nm3?t`c0!RzGnxvc-c*^=vt+_dosFr|m_mXie`tR$B%S6IhBYg5 zl1V2@@bfwnb{yDnK{YNugnVLu$%KsZ^A#=VyvX@wt_iC-He|gRivxl_vcG16)ItXD zauc>c*m(77KmaL^?N6B$cSlo#$7N&H%Mjp@5HBaRURyd-5S^A2jo&P!Tn?5io-3US z(fAM&&y>}Im()%(MSw#>yoiQ;(N2pf2q5K&Dpp1De4PK4&coi8KgszicL!Xu4g+Qt zQ}Z{606IRd)zNpeCb@kzyv=H@IY0hj4m#QpZ)5e|7~++ z6a>(rdqmedbo2^sdS^0{`(=YwQ%W^HRJ`w$Z=FZ}YH32$h67b2g0G=Qas-{G9V*pn zs{w-l^P}(l(|5%GV3ct4uY(t^=-xZp(jvO<&sa8f+5CsNpe|gk^cQr5zq~boDeJOY zxjay%MRKf<$FXeZG2SBRKaG&WA?2WyW)oW-zKQn-D7`H_JeI$LVUWz zl3KJw%ut@vf|RmU(`Z2Ka$@%0TnoZEq4w8~1wu7Ze>p2dg2x*xARa9=%b8;u`C=$s zubB=)u!digiE}m1>RZqskbtzLv@Vq)1dul#*j(!pAck&v=WKEwtY+jmk?%fm_Z<}9 zg7q0W^vgwoH2vBW=`$SL!(47U5kUn=i956x%Pq=X`2$T8(MgDd>q#-##Lzy*1Z6)I zcCl>C-@hQ8-sn0ZAl?BDHQ5m&=+aZIvi&Ht!-CFAp)+UbSd7p`Yd0G{lzPdfN_da} zN*-8=F)z|mDeDpv76uuNYY_$v=7;PPZ3BM@m$16efTG-d_@?|nI(&kfg-mX$mkT3w z&1AX!LSDqP$n?gYZE=-5vq!@5BT|!wuO!`o4`%w6jT8~8mYe!|zbunF5}zlG2W}|U zVT4%Km)ECKE;`Xz6w6{vZmRQfW4W}@WphIC&r+;Q0hm-Gn9l#$kXbbq7-kx-k zOR*4X6K5~@dq%D{qcp$@(f^uYQ}wytG}pf<7SjO_S4-GMYty7wu^=ymrxXUP+u6PE zh6)3yAn(U^f+H<~=bEL?qTH}Tu}RyMT0dVD%YyE&4Tex{sMdR&u;gb6mRyLtj42oa z^KEv9r;h(`XjGRHa;ZlrFQ&c~(BFz(Rji>(I7-PzPpwBb9c2E(28xtVT2PUp2fRP+ zi!ZzHq$)B2bM3DB=1nVgRrY&`e?1tJj6U3!BA?lN0ec6x` z;xIyNN_8o(%b?N?RTrBMGE>Up%WtbJDk4Z@*}eVwzKTa-zVYyKEVgn`WD~_3I;*7X zW_KDR#IoK;-LDqVOBbKzGjSqH*`E&hmezH9pH$A933dv%-TiD#u)_(#AB@RlBJ6Pg zaO>nZ*~#hg+41)ALI2C$)878^5o?bUhHF5ReGPtzKtsYE{+^8GV!R1kM*tDvRd^tK zgg2Eav00mrSrs!!d=QWjvkIgDCxZp`6S^OeR+@#e2j{~~Od}l7)CrAIy@`sW=1#K$ z)BJVV%@RE4vO@{Xp`-$5E2RU_gcl|O zm)7ePXy2zW`hj=jWHwOWA%g17!TZ}P5Ua-hp zX7)PcZi>9i069$=sJ8qtf2i{e)EudjXfKc(6x_Ka%>haORy8VBJ7t-awmD8^Gtn>e z0bQtVswAI`NSJx7h@!1m8ZV@OS|L`_k5A6_5BI;OGcxKs_y1bM5lmx)%wV*&(F_jr+)SF+b8bi)>&|~!C9cYSl^WX3T-I4G zAy}{iZ?Ig53)V}Q=vi=s5}6f$QYDn88D*KH%L-`7=8Y%pk^ALMsw&5I%*h{mq_E`s zl}x(tdXgP(eZIflKYDifboZ3?7Y8>{=4kPeEBcv;w_j%RES#;yC2ioIEy+;scIH1M z&}%3~UV{trkH*oLlniEolyPL50u2rsPa-m&zx1q-k_ibKG%^Il>`>AnS+t$XiQDeT z4iz|LeBan%bwTH-i=&0gZ0qPReR=xS=icd439;Ki{e*4!z=;+=2@2Zx@w#2;#2aqDw{8n9n*$f*!Cc?lWUe!C$aoyG!T!+F|*gaO49}qQnFV%3xtT-QD7(T@*G63ff>{BO@Q5?(|r4 zyC`hH1^EXskZorDl3UnQ)(e`NSPL2wg3U{B|M28smnFZ8=0(GTI%s-vu-wir&-5-# z4_uH3O|M_tgy}74NT^AF_eD?f_e^yQHZWhE?w@Tvb#lIo2F3s*?GHmGU%bUj-4|`W zU8{vxs311^PG==e^L@IxQHGPMu&`G=w5n~Di$FtysdCkO7oh;#wpA_w3+e|jyY-H+ z1FPzLEsgGCf;5y~al{g>F*Du{(hFEn2huC1;$Jb|_0y{`L27!k${_mISbK!qwkPvI zL2H_m>J8i>#pmtXHm4z6kelY@1XpQfgW0U0S!p+y+cqabV9=Z9qG%&X+tYylnwd=5|k#FdzcBJdvChRWfv2qrb<;W%u%^`g>GA=g215v1YJe-)*`1# zkXb)cu@m;O1Cosg>hK}P^x8CkH_XrJT(s_c?Fcj^m|m=UuhU*T09!|mp3d%4+IFB8 zHDEz)N`CcDcO9sU2~yL6RxfnefqI~zH63X6Mzvtdr>D-Ojz8t1UX zgs?4s>|X#6T=&LBrbe9kX#ZFQAZLrgOV)nNeVg@x#ss43aS#k#Z_{gHrDXp&qcuhD zXv%HR$s{&P0Nv{YTA{OM|6S6q?Grcv?)M39a%Ccp1O0c2;fx|K_0w}XY+)H8H$NuZ z$j1WHea;lT3_anfLP9~NTU-VWY)-o5W)j|KwN97D0+W-jS^iSqm%?n=I$Z`0Y#$mc zezh3P=M>W;*!n8p=qffwo6;P+=8V9C{{xTz1YjGm){{iE?* z@0`o_PhR{+-#SM<@szHkqHCYI2b$sn8a!2~%&!r62>Bo^gwBbYh^?V47g8qX4R4JM z0}c@%hDD6a{^g`NcTO8gIEJZ$t5H#*L&hi7ced5&MJk%lW#|S!_#`FNAjKe@0dhW$ z%PESv@Z4DLq&SVKVt@}R-;YX}t|m)5&e%EPzL(ITCu*q(ASP0G$cXdB_=Ow1)m7cG z;2|WQK~#suE?-`KI?N!04=F#0X3$E`Wcw$GJ?k!uYzhd9)FpAtIkj*X<5#o|o)zD& z>Jn#woX27NsAHj-j+B|ol%lJlA>fB$0Sh{RmNw$|=LKCj-69?`MTyG+Nl(I(LYog$ zg6>nK02>k>aS8jv26SU!o{jl-nUrC99X|sGxzp=Z@6fS2bR0ZyUDxe(e00cgN=EhK z%klE6e^r#r>7e9dQlc8u%)vPz$!Sd-Nn{>R(YmckgaU$o6e}lEf4D(OiSoaJkt!01 z`Y{)Eq)JV8zM#-%(IW=WMo74Fwt@|KFL4&ga=J%+up!qn01qLKYl%0F_h-+ytm|5O z;0+>z)v7BI1{@-s&Jbd`+h?0&-Oez~06C7|V!sT>&la<;-x9)y6vwf&UakB-Tg$qR zWsm@3A~nbI{A?-fI+m6c_^l8U&miOY*-ARhAcGGnPFG-ww!J=E&AMGdgaU#hb&0!u zww|u)5@&!M$BBaYS)h+x*NJkmA;EDVtk;AW6YPc7bs%CKkQB)zy6^~cobB6PWfEtA z9LLjx`l?H}%gef+o{tV0k+K4(*cQ=MSphaAL^6iEfwqvYGKMoiPNeylFV6y1sH^6m z5kO3&sgv)9i%M5bokIaZyg&NwW+w?l@DRd1IrHWwJUJg6B6z20-W$(f{6-wFFzDg8)3_4^)$_LHn=A(jXSaW*aXwc9Qz+G$e7TjOE zT&(F@d)Sb`=dyoW&1iNzm(77e?v#UyoV@6+=dvvYK!*&cnpQHThim4=?Ce;#n#MRF z$!Xf1*F%GhHNASvJi%cGpUZaN4i7ZeoXd`rz)E~B`?p8m#$0v{3uHO26J%{>F5Bp_ z;333m>>*?$BOnjFK}4`xt=r>3gaL;L$1}lu8=K2ExxyJB#~F0kaxf^cTbp%#+7LdZ zID-!B)y)h#f&>r~sW}@ObXZav1|8O$8yR$j@L`j9(Y1yIc4=AHskX#e43OjWOxDYr z8gxV`AShxVJ|x(LeK-T;I6fW3&jRy;>-uyqHY7OyjP=^4rq)e!N6BOykQB)zKJmSY zOyUfX<2atMP}q%GcL3s}Lq?>mY{LJC2w+1(BxB;9Z&$4gXMmhYZ^T?uyO^vwwQkBS zBY>DlQzzdI7nOCLaO9Fh0YQ)cN|#G#f9M?_?d0MPlwEP50fpaAW_-Asu-{A~$w-YF zOz^%Je21>VWrO6M=GeRjR)Gl4_k)}w+S*BM!am9dS`7;3aBAJl#n(@*eWQ4olXjnU zY+-?D(m5$EFDYg{JD`8X>6D9NKDcxvQ4`Dy99f+3iw6qYNBoVg(O^!~A{ot|-Z*+5 zNC9F73+gBM;6SDr@6eqk12OY;=vY z-HmQFH{C#B^cEbb-k*Fk9b^YzA8v_0N^J}gozzwCME<8VECNaq)_{WfVVF5DE?8O< zwgyX}8eRbj){n!ivpgS_beG|L#VwsMlib8^LpP{c%~rH4r#~7j2h0W?sIZ}-;=weZ z7K`f_)m({bN~-rcB?_>9TyiDbYUx}Tc_2qAi?tD8#FzH(X%Fe3#HHHr;m3Qe&!km1C7S&;aL&THn zvr4bDkEbDFrmO;sYN)UwA($oRHR`@!u=3YUmT-JXd6%wEoM-YsfxYJcZ*zkyKUHaW zk-+h>I@S9^oZvv0cFH5Z_0!OiKQ0ycE+utV|{> zvbuP+Vhjo7Ja#{aWxN9y5+>tZtXe7TEQa^pPa$LOM6IM$(wpRtz=tiOSyR$s%``Q| zqrbY&8bbm(KX+|X-4&Z1=<#M2y6ZM!{O&>rbE=LHB7fx~g+3Ak$^KwC%xNx&2O(W0 zw0tSq*~|*Tzi5;l!1G+F%`fFa;< z_`SetO2U~njr7iX%EK_ZyP%S=Xw}GUFR9#8Z|iSpLppbE6Gq}5os9+4-nMDznvjLF zW|J_j5aH2aAo^%FTgtm7kB-hxGVx2FuB@2k;+_cql+A=u8}L*?Y66Fhhxn|Lfi-1& zMmgc|Apk}AfePYBcwZ2!l~0Prk#{7s_BEvh>%@A@4lJneQWU{Cop_OL(}eaUf0fZ? zm3*-(VY&qviZlcmrK66VdzS0cNkGs&hO$#xj0O`r)N@vZ7Nk;r${;Z4A9?ij zhkW6!=A`6nEqMhC>UU^LEvGwI`gB3>aOoVlmr!x}w3Z77mIuXrNe6e*A$!O2oYZV< z`;2aR?6FdtFe`3gq;1V_4k%cE;JtA0)z)8n{j!M1~V)n!~i`{%(q%_ z@9g+=Hz*`wb;5uJg>dMog19NxR=}a5;GU7KZ6IFb7(}q%^Ye0)^QGg2(PTU$ z1sJ$K_PNA7A~i-7Fmb+eqh}I^>~UTf7#ae(dLb^UWZlbRUW&Gopf1&jVP?vI-7-0n2)HYgv}9Kn2*m_H!*ZHr5EVGOI3IGyw)X zioQYbpP2MTn#F#o)ztBlZ`L=2@xUl-$=?tQUcB?WnJq(TVEd#f%fV_irk3+XMnCuE zFMaxr=2Wsks8~Xzlntrf)n*O|A_t`AWv_)#nN_v`o8_=pzg~ zPVlb*5@u{LEOiRB?8*GiwGFE=k;?ZV(4IYV}kS{GTsy*^@7t?Bur-jC|rUJ zDu|!V$HV87JUfy9EV9wKB!uA=IZ+f3#?qWHJk(%{yA~MycO3o;_o9^qH>!qJ!h!4O z^K06GGo8~AI6Ju>?$2HfCS%&~M7NF}QkR*jrLLX+7hAnASjzvSISk8!R;j-M74-eY z0tx9m+dtgxooyYSFmYdZF0SH%vR^hRdv+AHUB7dA4jDAwn_mwn=ZkDxT!=?|2*;BV zwfoFe3DZ>?MCV}$5PY{7pP2q&TnR(tD3=5S&mG1S2*XOLA<8s!eJ>fs5ys=Yy=1Tg?67xurU6RxZ{_lZHc@ZnNAfS9HZ3 zqe>W9MDt3af$2T{-k!elGhDq=yehvS`j}uvX*6$mm8@N9-ghkREQhLH7X&9VvJnW()Y{CKdJBvI!6s}~J&qnU)B>&cI z8TwrIS1t_jZ<_~VL&zoFY01-&uno?msF1=e{&mJ}Srigj-ZW`(4fWd=hO!TCdBY$t zxPS65Er1CEimTi$X)VdQ%(PAJY8c?ZOS(^Joho0^~qsV)*y@;0%^TXh3RNhMsOY$d}+ z0lFwv>hFPW@Mfio!2n;>GxfmTQE;<*R$%~HlvnlFknL|)UO5gJD(&mF5gOe(-040o zoGip#2tv=W;%Fw8$aM`X0poOq)3vTm zCjdd`nX_14Ib+Cm&8ZMU$g4e-Q@6;hRqZt%$au3R9{QfjTFqJo2};kP%N6YbV&!FB zgDONrD5DWoa3js0EHY|moR%iRqzXjV!7v`^-YN5m*aUO3f3n+u`fQJ-?Eh=_DD~%x z$$$ZOJIW=3eW#*l=l`vxy zpt8}xbeA(-_&#(>xlmbTXP4&Ecrmu|gxpV7IM!oRcwj@0K}(x(vbY&}IGMvm#|$}+ zO1sjbr7O5dx>jECSc^-+fy^%w5p7$et`y#o~|owO{@dmY6Ce zt5^nsLH@Y<#3q+jkdMO>w%Sx!HS`)90^X}WvISi5!z&W@ELJ!*3HQq@u?bfFmlof|4rJOL%i4yN=3JsE-Y_5tZ`p*S{CveX-zIG3 zRsbHC!UD}ZHjR61WWrE8LSmm5d7Dv`L-#DTgxQH0ivmMh9{NP1zpV;4JUC(MyOs}_ zpk?VB&%DX~_UY4LAi8U(Z#*M6kj~R(B`~F74VORz2Qrqbz$`}lR5|nbPwZ69#lp-= zE@k(JbeapVV1G!c+~MT;xWRM=N=y56YOo+tNjH8CxkKHaNP~fhwH(XhxwClOzU5F@ zpkXcI%PTtKk|HjgG_`LLEkF=HwhK!2ykF7@5qvD0(glUfi3bbvdyKqTjQrA>;%G!z z4Ib!zP+qN;<4LxdQYFu`!HZ%{N9&f?Q>r|4QS@>-aCgll908^=b&rsM4>fm7+EkO% z{x9{<#b7#ij^0d3yZTtMhw#95hqKW^c1s?upVG=j$rK#8ZgZ|S@xdA)kS-P<5&B$?3^yee%>!;eYsPGmG$-8g?g?eed_Gp{!*&uBdpH#Ib6{9 zr2HE>?fI|ibg|itX5uMySsZ~}h?y0~nNPTt24JeF)gnW{$N0t)FrM|76r@xJ&g)6I z4-J4Z5e_`N0Lds&I#=!o%;GYtD7Hxs35(geqJ_txzP(OS@2B9l1SV2yiVr-CM zLqo!c0SU|e)iS6dWv;J51H*=hk3u5ouAPaPlAs7VUS$%_6aro>LzWC2GTy^y+p7iL zUX#hyes8~I!e$)caC#RMv=8yRrlkXbbPZ(%AYoA)Kp|cW6~vG5z9yz4d4`LzJU)&w zr;P4{*{)J-!-Cp1wTPdi;_2+)T+`GQC}`aj+cm;ISaQu2+pwU1;24|U85S#NO(KqpA>qItWMzyf=3mE|N;2PHq^ zC5#I4pE=~9rH+lRDl5gVGP?Mo?+xeW>0`wlG~ z&qsp*?pmcx^hPKF2fFV&bQF8K?28*2>G1yNG|5EQudrqyrR|SUhoB+jfh$8yZqwln zj5}pAJ;n_@5W3AxnGaXu;JCg&vRI?JaZo}2BPX>KCD&IIMxt8xaiAwle9HJHlK2=r z?$)WOL#LqMB6S^C##-(1)ldNo7SIX!~~y=!*u5BQN> zYnYv3g4k`@^h>m>i+A}6!IProur6QsZZ;%n@9JWvydR23UkseVbIMY$L&(8Eb%#;W zBoy71%}P_sVsDU1V}a5}o3t z%|ZgnCr-*#*VmtnFLE(q+P@k*gQApKhX`#D8$ytm(C8iH)gmt$7KqUE+7I1{=N3J$ z3kNzm5)rwmmSkz*FZ^CsY;HOd@zFqr?oN~G)d~2ZjI>2}7eNKNsU#|;n!KdoNJiYI zlK6-qb2`f3cFX!x#OkQo9+N!~_>BHGS~e3t zG|;T8L?k!(iGP>Kud1*UE3Pp`ez3IqDlO{{|WCub1;rC)ma1xS9#3 zD*Fx^{BM={=`wk;zu29pS=3TV2dprc2)SYT~L9&}B6Ky+VLof6%Ul#*rJbhd~oijr0mRo&$Tc-835f-xZ7TC+JC7pz6IgRRs@H-1eCuX0=UPNchh&HPU;ASCjhA zt4U7ouW3;#cNonyq+UP?D9Ynz#wp)o*7Rz}DAV_sU(Xm5H%XmQGom;~oIoSTw=@2N z+i9Yf$GC;B-74|U`50C+hgZ-NYHMz#TMv}m)R*5%a!Yq3e*5qb_rLt+i{FoCPrk^G zg=)ra^<0>L0R*A!hl5`j* zHUB;z_w*ZvRS2LZ?X1$Ii_NEa6T`fL%}S|XXVu06RcZH-rhoF_di~^&beqZg2~*Us zd#Eu$&6`P;dgwOSe*Sbbr}x4~a>%UN!&R?Q1#oCc>yb!CwSQReE#oVc6x#EC^++fY z4SS1CD5Y#`hgOm{x@nCTn)e-dW2?Oc1Sp>mch7dCakF%L-kQ~z4u7sk$=_+I$pk)G z1=1LYVBIiJi4Q?<76oleyM{I0aI1`f3i3CKXsv1dgtj|0V`IZC2ym+3)=@!j{njO;CDQ9L zZ6}}6v(n$&?QqO(PW9U=Xn}fuwOVhRakF|n->z5Ys)7Ni3!tEWIhHJ)Bj3<|e#WO+ zsLcx&NFYf}OG~n2+D$d42pqj)eKi+P1#~lQ0Tk4)run05AIt#(@!W(a+E>bBL<3n; zP3Cr^e#66i-Kt4|0!>n8t2G^9+w*3%TbTg~B)6jB=qEbOx6PR}OCP!A7#!#l)0zEW zRPT7Ex|uFOfhK7wzdOvuWpUkFN{0i28_{gL$z?+?e~R5{nymo2%_3HT=&-;1o4if# zMij9?lz1DBV=mS^UNGIf4M-q)JDSaOmh@iG<%FIsrFM{7e%WPIBisBb>Q^z zhC~CIt=@L9YTK;I;>x@%ea$ZxI<4hA_btjB?AheYrDw;3FyNah)0s#dY z+s7rptu9%Ko!ZB7B#>Cwh(FmE3J(2TBS!<7$k9sd;OL$sg9H-cf4hdJ*#o*m!~>xn zUByh(DZiehD~Sc7*G-FIrWLkgnLLf@X%jbNVXmQBGD;hc8YYO}XT%r=nZBViW76!! zDGI1yLx}Acf?BhwVSQQ1|EXPU84;v5k`|MMIifq{WRJb?uGb4bt2#B3roo3G+jF?M znR5kmKLB%pQ+tjKtV)%gpXx(p!9Zo}Z7QS`pggr1FX4gkb$XY?90?nJVXskjn_uYP zOzmRUR1EC_Wh0~bO9>a`caiAfWJ~G%CHeUw8pYBekQjFX7S!+JgOKJaT~lE1OfW~} zhUz*VPl{gNda5X^4dJ6KPBye-_UZnQ^amO!jxOjB)}t{+cCN-x=!Qr> z%2yo84xp}Pswgyy=!E$7v&}UN7E~#fa+RObm;g=QOD(+2K(lYYTEQo0ZKiC(V^qRpgy$)Jz`^&)T)!>YPB=P z_jA!mXiR>L9Jrvq9jPDMZ|Q9b+H%5o{V29AL>T94K?g?#?X8&JC&(WN(M&!9O_`NH z6Y^?CnvJp)fw2fu=41o(yD_!T=Zbb_JZ{EfE~z*^8j)(e0EUroo4rdTcWQ_Z&(ojx z%kfM+;HDWgn@=5S1rUsPON>{`{rZxJrZr}6CH0u#eXYcMO;_Ht;hAO#-O6ea!Fi{| zIp591CRoK?4;H9uUk3@+Vwswiv2+AELq>1gT10T(*gv9pISn5kJ}SSsu9>`h z2v;!+cp!T@AzRWtj$%-)SU3fMr1EGW`XSO$uJ$~huUHww$C8AQK=2{b(4Js=L9UsZ zvEb-||BD$9jxOoOW?phr#k|g2kHIn>?3V%|6#n?Q!p9fFoiENS(DFrn6ew>l=&_8^ zL;UIUr_;vXH8vX4?N8>0`7vwBG}9bl`EEG;wUq>-J~Gk!Hc{?|6d_A9Uk|vhFvDNV zvH}f+{rHHmm3c}@$Qs;QAc3e~91*oUY&Kgu8BKQ=+KXj`K8?2pJ88^T;Dgi;TcuJE z#zq=ee6dP#Dks7o7nrc;p1rI>i81|f%x=l%r4iR?>A_~Q#iTx=Acw~^f3hd42 zHD3A_*6hP4AK~7iZE0&IQsaQ2HwxB>1(${y6o*(-tjtfnk_Zk7r2;85@dFizXxi_l zn!hm9oe|1|)l$VVyc8+VJ%>i#UrRr7^o6Wz;)SigXvsy+KS-$`tR@@UwYDGGe>5{1 z8cfQkQnZ8dnlDyKV2#)7l6dRzjbf75W)QAq7y4H&0GCsZ@}~=W3lP|_0CUF&AyKv( z)YlyaH0W8!71IQ#U{ylfgI3)kWG~{k3;Aq*d08lo!Gt9E5W;H-6vu?L-Bd)od)Ja0 z2_(J6Y6(l7`H6NcdbEsej@b?!)|CZc3F&gf^zF)O9I#7^py*&}k2b8J$N@pDaervq zqtf`VZ{yB@L4C`r@uligWWJ$US#4`X6Ijr)_S5}tg_sV7wH%=$B6Yp5|u#U{IW?B8&#sI;&Dxl!KO}6Gq3I(k5=sIhmd^snDN$D{lDk))Q z&8CUA?54QLu_<7~et$y4=m%7?REZ0D?q=x%D0pAZc(V%&H4CwMb|a?+1RqK^{``o} zBa3}~-AXot1n1j6j}NIRKV8fxJM#y!Z_$@EgWf#1RcL5L(ZM>thSxpcC1fagC(E~4bJ|Ya^~ZamK{J9X+dgPu z*id2mQf~d}x~!mETN_It#RdDj8T)*7Ndp(BfHsfvg3!dI+KiBaLkHTzsJ74=bZZMU zNN@_vKRj&c99Xfd>1BC=3->SYv3uo;HdE8nX0i@w0<>k**U;OPm^aGJ z)q3YqBGIAbZowvQD#6`QH;^v1MX&`>!TjEVwz1Q4_?}K|?DqF2I|@rq=8MC&3F|9t zKBedp0-_!0g}>GDq2t=twp6&jyqk6=OU9mzQaH~p+EYS5<_&(Kjpi8ap zWe=<=`sILDR}-k#Y zR<%?D@=<>3&$%52Z zQBLk9r%WD?OX2WHWjDf(H9r7538AP@0;fl>mI`c(bCT z@GiEdo6*V;Pi5b&sGxslRaeuZY9$zKSm6!E|A%kCa?V&Vf+9l9uyS{h=+N-4|IWm1 zY5Yvr2ke^P(Y+`O+F?x#X7WOM&5+TV0)VL${9AzpdVVJKm>P0#y?!)r{8Mx5Ep1yf zfB)0zr_}^@Nm@G}RH7Y0hQ9UIn@#o;<~n-s1yo5CgNKHx3w^%x5e4ewV<>ad~%ev@-RP4t-EhL-S~(PT#VQ(e;i5DRLB z#h9tD$5bew<-K5;JR!yx>6TQ@guTr+brvX!eP^C_N1KVoZO?uC&MFD?V05=_@}y)u z)&y#%Bd1x%FhI#G2fCzh^nhN(_`@H*{A^^NvtaCs$0{s>t3EjvcwXf^2fB%K{e%Yq z6<74vr~n7Ho02Wdm*UETI+;ZS*NZltwVr)cika{46tg8`v}nEr2n?=_;tyld*qvTR z91A=*Vos*!I%T@-?mLzn#XZNuXqG5~f$6OR)A)Mscf9a{h-U4oV8TF};)4HniGLwp zQdI0SY|Smj*`I`Z_EKcLoHq+`@ucEzixQPbLau%oIj$SNEc&{%go^kf4A^u&|>7DC3* z(USpHVkvk)R~8QimRnEgwp`j|LB~T^lLg(*IHLa*ue2$g4Jfvk!(Rj>C~xP#(=qco zZ*Ua*U;$I%beJH04XI6D%@sC_g*^_+cf2V!y90-@W}u*b@kw)Wv0Xo*H{3>Mt0i+3 z#c(M3+!Jy*@O=1WcSRcsFGtrdUbJJuBfF1*wj0l$F@D92CBW{Ni}%A{j&MNKPZb}O zW($g`T|idq0u7}7BmmU&QkXU<<}m?Ssm!zJgqc2mT$+3iDvYr}SbJgmFbBCgsbfwy zXkl_1NNacg^$t&ZGF^i@f5HJ#KMRgf@-Szp@os&&r^6_`S@<8vM{)uCsFO(|ojlq? z@9x?v9G4$do+N_2QOIG*dge#-hzDJ|>@Iz0C97D!3g}1ems6b}aY>u?=9}%>Y(P1) zL`DUPABTKat!Te5@@4jWHe65yGyssZSu_ycKsqagE`pPLY!x?4 z0wSmKcp!TPDJ@yP7_S%w0U_sdaG<)0g!k4<^L{g311;8o6f=HcFfs-Rx_6NDv-R}g z`1~I}Uo_eK(TZhk;4$hdIApwu&yez=Ic!MTr<=dUwl~ENJb)E7aAXL0AKx$mH20@l ze@Sbr4So$n65?UA=v?JcodQ3<0-cHeUlr`^nWeve{P5Edj%< zFEK&-I#L^^**6q+`kLOPq5B1|#1n~%KqsIWaS0dXA;*SyG@;IFesQ2pvdrJQ=2&8u zNvGHIh0XSWqzPu3^m4wX6J&;YxSS@KAPvI+YYN)`S>WtC3=ohNO0$(abK!oJ0TPs< z(X^6QnW`2Zi5)6$EIS7M;4*jxlmg&0o&Ibpi? z(A+7XO*Ohs*CHB-Y`&ZQwrNIw2=Xxbv+wg+Et?zt^-k)rDO=V}c;+psf zs&q5S2YEkgh6K|e5 zm{2v_(ILc6%Bx8Wx3MZF<$5XNQr31cg$uq16(g?q{+aP4ZW;O)_Yb3chppLY{hMd| z=F8Pg?6FXUzK@uwg$M=ri9+7J_2RHxeREh|h}9NF^Lna6#s!fdD@1-p_t_UDDk96L zN=%p_@TYA8ZDlMMu_CgpRwrm6%{H_(|FhrRlcQ$E4#Cq@Sq2DdEle+{;%`G1X3hkG ze|fYp6AwuDo&MAD*8eoSB|H%KVVgL2Q^PpBq*Sr`s1}xToFa-gNbs=i8AMr*Q$*3r zLOh^z22qv+qDF1SM>o?n=6a?|SWU6gs4m3<6(s(=O`^F!llI5gMJfi6YLP`U$TUHu z?PfZfF6L(Kuj%?0+s>Lpq1mYc#V!&KS&&m^fh036 zYm+1&ol)%5=ZG3b?CBZ)IaiNeLur>Xyp6yD8wn5Mk~*9n;5j^Mp!Dp(Fa5V}7s=?s zd`Xx0{r9iG`u6@kf0PR66RA+mLm$_C3E=8@|H~Otb*GTRb}xTF-_G zS||dSthBvSv0e|fav5-FNVtQKAc2C&jeX>rFl6my!21 zK1YUtv?a3@gpzIfaqS*0S%L_{w_zce+7eFp#oe@uAu8aC2A9|nk(IY;`SKdyx4a`N zh|_l58YeWl>CmP}JI+Bto9A~ixf);0_k5JlJHG)H#F>A)G1j;cY3%FY9Jwk0yOoBo zU>q3&vJ$7x#ca;zlk2`E9za2R3-tok?6HYd@+Dx!vNKSMwaY_-(v&rgOX*6RQTP*` zwwP>b3yC<$qN~>)4BRc)knlzzW)cdk(YlW0xB?Fi0XM!k_xyZDSLwP@#Hd;GJA@VI zIxU3DbO8)ZZ%d}bitZ5FQ5nz1*`k_a6}-+WfuZ2_T!9JbjI#w;jdPov7V~^qMNlxm zYMy7GoAKyB(I0G+M>mMG-csY+0CBwd8-w(WhkyO^&9h(oOEdoO|L3EBy=87|30GyC z8vw@Ub6HWb`p3Vyp?A2uV3 z%*pz#@V8ca1`O`k3f#NRLY!AqZ0%D}J6tfoUSd96T$$`MvnyH^4LP8}e{<{(2AJLN zbaCa>-c`?t74tA)SZ^=kf$auTS~l}PqO($L6bD2`=HbA_bGD_WX{uL)43*4w9IX0z-F_w&mji{(O+1i2_63zW!4hiImY7A zK=JP!#g5*EXI{}_tfLGT3r`0P|778pkGZxxr!wRgW{?J%&ODj^J zv=A9IaB&N+rgXA;)rd>AyIU~gfsg0SJ?c1A-hc+K8_bTh7l9t*VrFb<=#H4tgMo=# zaW`3Rp3GMSfCwe4sByAL( zqB3pNP_0G^2ezcN=;v6=(>=3u zcJr%^P0(-lpBTSl&qKg;<4+9(^!zk@+oETjPoWh%#R9TgmFI!BzX}KiZOg;{K$p@y z8`DgEaoAC4qo8tjd_6sI993Cmgx((qtb$&e#oBTg<1fW_t$=z|VZs4TKM!9EO%#Qs zl{@>g23=aQqGhyo{!YUG8p?iEHt2k_rjz#Fh}&Hi(VGC)YBC261#g6pgr%~(mJ~}M z0jphrxy1?m?}u*$|K)nSob1Qf&4Nd<6o+*JWUGvn0BWl3luvxf9{n4vonj2oQ?(9F z9mliA?ptHc=3v%I383b^U|3OBwu~hy~{?u%El&?4| z_G1Qcg)B)0g&zfwqC$J`X)aE&aV+2}#3d}y^{eoGi!Pa|bZ9jls(Ez9>Lf}+sIB`P zZIdiC55xIf#D|t@ZQR(jdE+oxZA=NErrK7~Xc=t-AAJwjRxt+Xd1bQQPM*<`EMU>+XvV3pC6Z=X7oTmY+H4 z-gbB}5WSfC;zqpwsEJOLz0e?mg5_n~EZ1UtN%y>XFc95H^Fo&aP*|G#xh8&8&JWOv zRQq*afxA-y4OGm0`*l`%yPMC0Rfw{R+lPo%Th{*V*QH9^z5R=L$k&^6`^?B(J@F57 zI_XT0@6h@vZGxDNADh3khETBy#DKYuq!kt9uS)WqRO2c&Qilez(Zsx$IbV-Hy`ZZm zCR2Cm&L1cH>9yI~McZEN{Xk=X+bzqwCPw1WKi;hAVytJd!byx!`cb>m{eCjNrfcFw zd!#s~>v2!em~cVed#&p7WmU}_pQkldTn*V5?uWDswG# zi`!i(=1!-Yu1H$d`}t!!cJ~#z+I{ENW}@$^$rD#`STz|)?{QM-&FXaNQ|jwz?w8e< zf$H=TMzzva^JM&dl?p~E&3sno(9GwayAR}~(0kMe%%{)SvVsvxsk?Li!Eb0RHaDHl z1?@0qHRwxyjW<}lo8hokRtXfoXeh@i#<~c!o zGL;U|(H;wXu@tod;<>t0dI8}1@eN9{g-NYzIT1ISolTczg09e$n?0eyUYiN+Ql?9= z>E0W0vRJd8h3@FMwKxwnye-W1^Qj zLI!m|s;Z-dDD=$cw4pIQ*QQykX|H`!8>51<*hb0ZrYbtyF^BKpMzs(@)g9RD-g-5& zmzEW`*K1aWy^YL&c-iI9V1F%VFKoBhtO_g0#m@TzH=SUaU-Dx#195v~_PLHk>b`CxKO*=%*_`|21PUwUd?;{n5En)u_2_6`{VR*oJ7h>#qLN{@g+F*k{RAbL> z?9a@8Ldd6u*usKS<~SVGWW>YdIAVicI=vYbXVKRa1|u!G4$$BZLvwF!AMLI?z2a_8 zg~t_Xph^0@i7_mAENmFR_rTx{LsM@HGY5>Nm5vNG+n|oue2xzlVQ`wLC|E%8l98eu zj09nYV10M1*r?FzoKO)OvzB0-nK!^38(9z4ko_zh9>wMM$hn3+ZF|BH*$Xh$g~FlP zC7mZkt=c7|1h7IFReV)D@!e}w!BD{&8eRLVpDv~z-)roYf`XCf5_6=KvVSgt3eLB@ zUyRtyqdcfTp>r<}pDP^DLi-3@L_DNpp_9}Qf9N{_DpNp7DEt5G&>ZN^GIP3(^?N52 z#CH~g4RcadP=;Zp`|1RoN@G}&w1nG!IOenR3a2`3C(+f{Ii zst|e`Y)>KB+#JIRVH6M&rj6brcIm_Jb>Pdb{ilru0*DA(F6aXKX0kLrgxN7gAq;U1 z;R*9++V@LPywNYgLqqh=R0CmfJDd=^II6&cgFlQ{m`IbPc}ja)7kplG!W2&>0~}Bj zrg)heb2gfFOec7TN{S_bjxg=bbR6h?Y93J59Aa}5*N;^~90QbuO&w0jAI)_PG%lH} z>`tX7bJY_Tjp}NOEdTb?AN<)5%>O}Jti#rI@lkf^)d@}eaY+`vUBPTS5%aep6*zP# z2*YbuJf?@MY?nGA7<|+if(DwxnkUml-BM{=(h2SSQ9TI-w1|r2ePn0*guS?xYLJSQ zF+hoE=zO|bzcWZfSKxq}a@~1iYBy`;hV)#A4h7|sv1zhKWyq3=3{X<`SDVf>%KXUi zkp7xbK+7kHF+QMsLbmHEUF;Y_ft&e;mNi?p`d;;oI%-Lw_Tyt}XS7YE9IS25rIk}c z=}+2}Iy+N~N#4(gJ(F{&S-l3b4CJ;eYI15ovOx0wM4a}@HyBw}Kr6m|Aw1)jtHLcr*_Ds-C;9_rl@BLE> zK4^^nQlXR|%|)31gyEgu?JNuQg#BElJeXZd^zg&gYQo3Bz4vn+BZIoIW4H7Hjf|J{ zdYkA%d+*q7r-HJu2>g(u&E;JkqPBI2;?)p)0pPx9`9?A zq~E41tb(7gj#42P`)Be|7gX9)a6*)}lGzj)+`J;Y6kEPC^Mw6Wt;7Ud zXU#5k9){Jzf|ZxA$tz9Gru+`%{^c8S!OP3nT_%(>_b=ZR8Qfu@XML-wTd1|$#-V<_wN7;)(}rLd3DcZOewZ$ zUMr)2U}Mu0V!Y*Y&f%dV_7?MHvp(!c^kl%C&O$N%e!YbN26G5AJoE|37w9gE*+E=D zbi&A_kog=N{5LVF0{@firt|t@o!O#-Gqx?HYwNeAWxOX8cV(f)WQoB;Kv?bhqY3B4 ziAsLp;DoqJc{E>SfR3=pE>hKl$GsQXTbZCM%pgT-(@i`vCiCap=swh?d~>b$3{uGn ztv`bUANwxb)pE++55)k1iV-?%HZ|?=^R{V?6IyHa!|G&h;?VWOF+fL{c?(NBd&xDx z-ZSqi3-pA6NhxI>3GE$$s?$JG=(y~5WHYg}3xj;g`h*a5r6rZ(GT}|Qc4Q&SJE_A{zc&+7Cc}u0alWNRHC+vh#=h~xdWnQP9Pi^CNwwSoHU2oCbFi_2QZ{GN|%(xBrB zE4gh}DHB0d2#y6&rb>-3Y1`j=+j-yLF+Gd}Qg{U?*)-RnE9@_M*nOZ1p2AlJn3(7p z1q65q;O^;nQi%}ZK<*jALC%NL^t;*0FPF0hn&&0xpywT(50_IjL%VTV^&F^=;RF!D ztEf*SW`bv^qGck8Dq5y6>m1fHV&cgwC%Hy(=lVdEGlhp0Lcqv2R3^oIMGa^(Jy1i% zJmiGMnznXIQa}jrZ%rz@S(gR@%gv$@`wj-`ZwoAt6V_C$UCiE$>~iuG0{d+S3D}_K z&6SDxovk;G;2`I-U-!Fxd8q6Z1I>PmJdng&50mt{bns;&h~gc*Ny|Flv^6_nziYdn z2o6Z$HD`By*w5BaR%07or|aPP9?yYlPJsn-_((M*jHAdx+cMBdwN3_cyuCFs3?I>8 zP2E84Z3+(o;Y^BaSBwBZJ!c9|*hf^x0PK6V`7NIJO@* z`F9wB?d5K>mZ{IBt=#9aR>}rzg~gjfHp*MMPl&uHn8!>OxuC4A9J4!V&Qp$-26}E? z%q~X1q5r?2s0fV)SI=la)0WpZ#j|b(#Tugm2fA1I?-|wKA3w%Xp|Vh*c@Z?UA!$ty z$Faua*Bv;31A^BAfw|b!+?G7H2IRAidtI0$ASmC=Db1X`#H+YjBeSBtq19$2MFqLY z@5Scg+3K*o5K*-5`Aq;pd4uQInwOQM;z7PjE*%z#UIo!?zT230f$RmNj7ss2S4PFr zKz27H3$uB~sMu{^XN-`b&GVR@dheA-cEtU5mPdCOie*so3|u{f9uK*DDG;vdB(l6| z`0qN@!Wn=-5z5WKU2V6NkLfx^v7FJR+zODO4b8JzZ>h90U7BYBSENhoWIFliN|(Ta z?q!slk&{>O|Jb46A`(bKmlJ;CjdYhTCxHS@aC-Aw+JvUI>*Dkh4}{Ek`3Z-v#&bv@ z3Av)RmEEH`y>vXIy|d!Jj4rv7cp&^CT!OZfi~Ti!)4?4a3c&v&fQzfB{zDh&GzB`Eb$GTEjAW(#+(U2GV z=q^oT0tFgotlhrhuZeffi3I`$^DjCfKIP@!r7<)aaY#jy{I;I1B>YyMm=lT-jk5_- zCz61KoP=S8&EObARp!K9`gs8dx{xP&n{AtquDj$ZB7r32$^I0Fz-j;6B~JnlbUaU4 zpV&E1Y$P4#KvqPdhIW|)rC7*~>*q}fz-~$$U2NQ-lzGI-{d@rrgs!yG1ol8B<2$*u zayZb*{LLD(sQxu?C3@s9;DJ!)kE+<@LL80jkw3tJ&du*){+m_CcJll#Lj&1O^Cr4` zkbOGY%=eSU{CjT6&yM%AyZvncY}4#~*r^u^19)pZbjv-(s(#9{V*~~7R3mx#$uqr zka#wkOXQ@7XFD*kBo?FAZb1P;=5ReM2Dl2-=6W(DlYuKU?WXhjfJ_#y$TXW@i2;8v z>p8e0(_;NZG^o9p99)r!f~#U!-iyh>6`A(){pnq8tsc#H4z9>_poj?HC)g`b4h~F7 zE0?_+(4&=O&jlnc!{Sc|@xXMCmcfA`Cn-zjZ+%!S7+8{?bwM{u&iOpEN6+ffz;h$E z*UJf=0y7tqu~tE`4pQ^B2v}g-(3Q&eZPcOIA|Tjq#k{%w!<%h$IpncliTQ{=}f-Icrrl*UuwPGW+A%XKGt(+MV=vBsI6=7z>}0xo}C^($8(dElKsJi zE_g%Oqm&XvGEdt*nQW$$9iL10n5P9ia3wj) z$4EVL#79U;|7iP0b9R2H9xDPC@|2IpdgO_Z#S+VXPpf-;g{KFL14CYHJ4D;f%2Ab0 z?GQr)&%ZalJpGbKQxtK_yl)Rk!2b)6pG8p=!TusVi=cS*h3H8~^&)a&$KAV8h;pR; zPN#8qf&~ltl1^e9DNDzaPSC*f?_5b_0}sWbUa25hgv7=zb|bT4dyu$Ago64%cj_g& zV#Tv0K8=WY56y>49X*ssLcC=Vwn&S%Q$%M+Ps_M~3M`W_$mmB8hBWdK8M3HHcLo;m z2n>0&qca1KbOeSx%F&sDM>qmQ9^L57z#|)hA@8v}Gw}X8Fy#GbX9nJT`c^25VsvbU zSOmk@&Ozpz+%VAyAg{Zq}k~-P8N7Yu0k}T7ng`c_}YiCL7JtGwGU9pjrZX^`q0sbdE~+S za3Si@(T7FE0qV18Ls#`I(%{EoNlYLufR5v^1Px^XE9KMiu2$l6@qnLAR6FCdS*kCE zTz}2sg`b~<*?pRaj`Nd% zC329DIXdQmk2rjf5hwF$7CQDA5lrMEAJufs10U1)GR~s`9npCt;O@ouza0JMpMH6d z?th?7th+V6%;x{dLMfX4=7i+V=F}l!vfDZB<>IhAdFOzEscA*W_O z?*78^s<_2l^44HM|B|Qwf=<$mHci8?{Zf>qB#c0yc!xFwQz&7w9o@qp=py3nlJ=)w z(`|4fVyd_bC*WBFhriX(q2uk=l+SqJR&l;Iz#W%C;84+Sjc2=GvJxNG8U|gf<5y?Z z@hi2CzdEaqzY03u3dPC%=m}Mc*+e+UH^+B(1+*6D2-ql-55iYLL#!qEjoCwSO9H-g z%~AMU8^duum01!p@1#N(1oQmB|t(+DRlrK-O z535I`d-i|xw=fmcSqI>9m|=nDMoL4L%-$tZ#26|>K&w$@&v*2qvS^@sCCwGB5bgK; zZdJuhx{@gm2BMczB03kqcU&vNloc8aRV3NTxmb4+3soke6Rpg(dyp8YBFSFfoztDf zLV@J=bTOf;X~uL{7Db>|(}rGOqPxt-EJH09<{4PcU4hUX? ze)B`-y^5GwmV*EUieMs&eab9!F_DJ>d^FLv$uiK%L>>nO@0fF4qc6=_HM;VA{?LVh_p2(*-4YkH$y}V>&_q3t>qx+>N~~*;SCTi3%v}$J%3PwCk`g$S{7BkF zB;KtLTX9N96A`Fdr3?=>f7zyHcfEc>m*?##Pn+#l+{UeVyv0HnT{hJuNucZ}$CS}> z)3mveFWM?@Xw>V96i}7bt28V2Zgu8Gz3NpC4HY*`7N)z=J@cQDS*#J>t2hJYAwu~` zxH1CaNx47HVOH1MK8H7X>aUgVb+i6t$^;2j(q8d|Io%I_@J2GgcU=kBU;azyhrJpMxg9x|w&C+W;#81gu}!p00zxDiwnhlrJnkl?Kn z%+ZfWjo2PAl!O2d3Do06<@dbMB?TeqvbQCzWU^YXSyD~ls)k7MA*5Iw6qGarcHZ_3 zWs3j~3DgGVw%D&}$jYpss*Vw;Y6XW3^1CJS!^SNAGj`ROP{Hn@K~MAg_|fmTG(K-; zpUtUhSgs#8*IFFAgepQ>G|2UIPo-Qhx2p&2$VtP<|~g zhzo8;J1NfNW*!*S1vhgk&g5nZI3yIzo}X(R#_arX+y()QsE?J`znn)@;DR!8>UtJvp0O0S-~98LbU7xd zqLrXb)fb2TVM_zX*=#(cMQ(d>aJJ&o3@Wcm37u32YdYzTm}$eOU;lItah?Z?s4BKA zT8Ouv|L6Hc87kMbO^cPvS4E%2N|6e>TKtJ3iiZX7 zV9w%Co(GC(jj>j4v{IeD-Tgn#;Y}cdrVs0yC@>oz#AQx3IfpV%2Ysd1-g}|>piq*- zw)Qy}l>LWx%XveO*W2-Gy`Nt`qeeDs#Wv?MWR)H2X}7}aa(+dZ0nn_1)|<^=?z_L3 zUSa1Vv#iv0eR~8&BNG3mN&{7<2dyOc@em%9RgHZT#3Pad2lUW7O!768PiunAI;t3T z0(L}-frkoH2P#&fWEX4N{xsnsT3xFjF^`J@3pBNq6luC#tS8(&1D90bfF9G@$Nb2W znu{yPHK$HeyyNyU4A9b2Ue}Y|c)c-;9?W?LF0X_Inp*0+N&Ot^drAXUW^Pd_H51+C zm0dOMO5lzZnj?S`(>GU?xbos!RP)gU@Q4;rKut?&xuj3cAv5Me1Gmm84OE$NXT?U@ zdb}zYpP(Hvki~}%GvaK~L65G8=z(faTLP&N<4ClM%&TRrw9cW(l0Z?52N_$AcXaQ? z>WXO^*n?6Us4}C?YRTC(Cg*odmu?&!VULzxN(5ye9aUCpB6TzPQ>B3k+FJTrpOiOF z1NXIo1A1CUMP@Tc8k`zq^&wBZh;dFoBX=8#m zJ}#19$l~fhE-EoV%PUmJ_O#K1CLDCOiZ)t^B~!(L7IDTX#{-wi_nuaCXrXWPsd*^; z^QZIugFWpk9!>JYkhr?9w(ZlnJPy7x@_+CcPx20fb7H1{S=zB60jyIHJSHH+YoP$~eEN{(O$ zv_Lx9cyYSkt`GF=aWl$Ck1gZYmhI6T5BYo{67A$JtCquG3LXmwnj}B_>+Sjpt3dto zA|}J5%>c>R0ZN&R1(|Rr4SJFRTbPJg~h+Tef!e5Dh&UOSjM5 zxBol2pk4gTt2Opbahz|Z|B@oNabM7N5WJTeirXQB`%WR>7wi3g%?npEOh~g?%eaSb zW51ryW(^;q4#n=F!G61tcS^#GTr)1$ z_}?n<)4*|To`T=(`MrypD5FM0iVq#7vNty{oTUUTFqm%@EU*_F#x-+bP0kH2cuOT; zvieXZ4{Y$4TAC-ci(lA$sJiZ1ej5zHUh|8h%boGcR)m zkhXL!;L!1UMMpCeaahfvnBxj8EV$pSa9>UK*W&&eecRKPe-8})8=l`4joD2*<4 znRn6sa_8{CR>++UTlCId8mxGQm)*sqE8ZAruF0&HoJFhT%=|WJ&HxBLQEnG&b3~PO zalOjTZSG~!fCxs>rci@Iwq-ukt4;BE zU=#VHt7X^IYf%MzY;iB7Cz~ z-T(+bQF`?AMRWCxcMH8rFCc<3&tcY`_st>e(M9Qz9%0X3rRU&~H&OHGM_TL~uI70> zu;pd9oID-4>>Og9ks^WvGde^t<`x}v)J_&nNA0<m z&!%G3(u>Q%Rk;?!av3;qiMC|Eq$AgYtyfzDK=6rq$b2Q5l3w!=iv}j)9dx6Cpz2p* z77kpZ9U(3nQVcml35az@x(H%mMu!MS=_#w-u+av}Vq3Il@_5Ky?kysc($`y( z$i^Fd4msbAP0O`kALwd-J}cM9NDDI)fs33XI_GB#l#2dTBJUQRE5d?X^hMOQQ=D?R z-reJYO?WKLLmxLowrv0epJ>~%#g1NW8(ZNJ?alIWVTRIc%oz}oH&H*9kL84@SN(8s z;1cDwqFVzO6Fvy+)h7WEd}97=j^-{K+S$V#v)BANLV^=31-`nhh>rH_&=Nn77Hd}8 ztF!hL6uiQ=v>vw|)V2TwpRld@+3w~T&bAQ}oT8PX`|qW*_L{wWJg|wnNVnr{Cr^g# zi31`Sg-zY>GK; z0j$6)p`qaQ@KLJ36))pg>{AI)b$$;F_B-K|z)lP2^Od;KS`h;XKoxGlg1L}yQ`Gdh z$da#E4v_B%40e(4TABCEcM1#U+rd!Q;*_LN){6OFfGOBJf`V1FAC$m91kYToXZw+$ zf>*R3*dm!8g6r9S01}M1f?=$Esd2f?nh-@#5Ks!{4Vd5*Wor2BeWlE}JpGX z`}OSf=tx^O9U$0b9@nVQX<7EoV*mxK@Sl>?_Vgb>g7J-DlJJL0Z>!j)9w2frGUb`} zuwdrCZH<$U zJNo%{0t!~%QrQH?Usz`QwNw!koV-4{-^EMg{pwSI1mnA*4un6*p-|d_C~k!bIF(8z z;i2U1@L~9aPg>}K6}zGXO1lm*;^HGtYc8Xr)SC7iac0m*>|oO8qpyMN5W%6MU69#Ar3?vu}?K=i< zX?6!_-vJBeyP>LvKZG${O08ID4FHu&A8^~b>7GY1tsREj;exx+!(_Yz^e`3^oP}Ct ze$QK$0cuqQKEj@l#s^||z+mUIETe8@{%8L^>(l$qvQkv=7RE36Y+!)#3!f2`N;(YS z(`q$@tphOfT(b4|=BbFmZS7FO`(9`P!XFO%sp-O_H>R0aoa_rgl{O{Ahn9j3D6MS9 z2kRsbNN$dcgpl8eqX33*R;gl}T#%!k4JvjROatBA=XgA2={bFuoj0#{N7L6Bb37 zJpk~c4RBzJ{%n7$PY=5La{(Cau^G3CXwX&|jCOCv1t?fWd1CC8dT-D21SA;au*6CV zL#C9n`>=##g7ao@0sH$t?K>z7rIhT+)6ix;MnW zB57{%Uaw~S;t<6%)d4ThaS0tdxKEk*(MZeEt3L+jJR|fC7!pQ~2$2zTIWVmQKx6 zjs~)uEKlabFL^{taSFMdD}aIOHlx}$>+RKK)nOxEnJvKs;meFLa}33$X=N(r6gNzo zRrsIW+yB#vULmoNn^$MebiSM{!WE>S(`|u#BeQ1k;X$0c7ZE{tGba?cu4r24cE04g zl^c?7a=`~0iXBvdDCW-KA#XX^jBh6FO-6Viy8~I_^4Q60y_!>$nl)6K&b`f=^!$@Y z1@Y?{u{l0JzFbVMxM?+E!&d49_Xs&Xw7xk9xx)qd?JVc(C7opCvw2Og+nQ^S3DUPJ zq~qQEO74ZxtjZ|30SyUn)+BU#Umjq^>O{+*#-j9SyLq`D0^Y?p!PnDd z8yLD^alC5iei2^PdN(i$F39s{)g&@?jb*%dvl>uAoY!-@F?HXJVV!i^)VrQ@Xh`@; zR_-j_*vxFGotKZKDV_lXaJkM`Ss?5dzDNC^%^%Af0yUHNHdpkJpuAhA9LqP^G_#%K zv=$cBrQ9ypd?YbIZVegQZAkG?5NTPN6{7#bXikKznXdSSY9{Uw<%0Z<9V3htpyZ*W1L4Ql9~Bj#m&#~B6>WLYCYKV}otzKsMhL7M0A^gH0t z&J>5{%jC3Wou3TC>TE1w(`**P%zeia5f#K)<6x8Q*H0!}KH2HpIHb5B&vR{ub#mpP zcdi2}h_k`Wiq^I0QOW6IA|B7^JD6d>pwIf=tf2e$y%rF3S^eG6=`P;w^sT=R5rkR& z{q8VX?Pam{t-k>jv{^p4li8g2HhuHy5J8yv@3vXeBc<|U;lBPGQ9+yyXhISS(TOWT z`wnOXG$drx%PmEV#f-Y|^wL9uGOM*a+Riz)ZgAjlbo8yY3>frTj(6rX0v|K?&9R3B zW#-Yl>-i-gulDt5hX}%~W!ilw#>ahICJP9keP48S@ zm0mX29Ij}a;&EgM$ktLQ83i?)t1Zolny1nLeb-WQbOK z>!^&{uFiru#6*x}sHLnFuSz!5QWnV4rK}Jm2tStBW4p!(3b4p$82%y+El89b?yke% zA~5JPXCnH-QdZxZ8&N@=RUt|;=qg&0?SKpNFz8Pb$)%RAgMI-C%95cA%Pa#Jy0(gz z2pen_O=7m?cEDA%gtoSdmL`!!+clIbF_GI+9gd4#=}2UNIvjyPpN+q$Dh;-ZmgKp- ziiQLOt)eAx$X}Q*hu;QUMdOGd4D;pWXC4vgI$vghpv#&5`KSC?3(Jub-eT!(d_)UkT!I-r6$>*U!YP|Dr6lV`x7&t|$|p(Lg58&nFQpw0T; z;Z|Qz%6#=D>yN}rMVi~baUB7TJZH0m0T)3+rro*~8jUIKX!H&MeZ+-WCSP&KetWZnK*;3<_}ny|ps^i^&MHwBl54 zp%{S#{1+`g-TyOdE+@3Di%}>}Bo`f1Q2jb|q)^eBWhVFrY zerqWXf}qbaF;LiHbyyDyMgxhrTO?Jof!zo9mBe6?L4HqC6j-c0GaE$;mP zG?2Cuk4l_1*PQloTrAepN9PkKc_8lnHp`VPrn&pA;BZ0yfgu0(uv$@p(3OAd?S6bYnJ*6F?v4kF zMz=*pnE-NRvGCM%39;Di+Ot?n@Q~7OncZPJZNyoGK`jFU$oWNUK^-V?ziFse&nRj# zZRi^5HD8|jUqhB!kqtucRD>S5AkADw;YNfC;Ea*P9_-Y_RH z7Gw|8y6s2z{C~&e<~uQ&Rak~&**=K>lYl=eV%3~ggoTHQH)~S!`*;;Ye-74a3WpCF z@A5BUv5WQW8SS|@L#$K%g9ElmNjV_rL;f}7m;pjePIE{m>YtB0Er)Fpl`}!wM;s%S z=Ihkdc{9`YKL^$(s37kBvbgJJLZ_Wd1*y1@hC{a4jI%(}Px$w+7fU=gk1q0&*1rsB zuo4&K{mRQ*)3JipemPl9=x~9%;%~M8+W&Pjn~jY}T+;@gg*cP9Rtx16sUi6<_U4{C z`N_)7MDl-|@{}CPKhfCS*n8>>!)nr_bK5&5K1s33>i-tSDKQkkQ?zlKw={&JZ#ucF z)}1(IYS)yiKd+{g37S4|cDib4zBAdcw>G4(`)&9u-6twuF8d!^2aK4Bnc_d1*hNMJ zSwB7^i>{E|Q-j57hPsc58Z^Q{1!>1D_GBxsY&w(091&!_EiKkohKlj6ge#g#azKn9 zPDMkgrxN0v?eA76@vwPF`NaTZb3bU1wX@EsuU@2Pd?Ym5u!svonU2*rbRJ zV^sLFVgG>qY|Q^UQyuc3kN6eAQwG&y06yF=T41u-G%J3c#9$Wi*sUc{m}d;e@3Fz} z+c4)P+vaLc=6N>ybT->kG>2RtWIqn~pfBMw;h=thNeZEWK@L&Ma;$8N8`Ti6G1eWnpz* zoIBSWF>9%(gMd70EwDgRTmLxOmF|@pynl=|5amNw$P}|vzR&s(L)S(}0Wm(zUl&sh z^{GQJz&%!SR#c#ZxVGY>K6Ffr`xCw^c<|zjG!XR`ufeSNsQ+Xhu2>`IXvgei2q2`b z!=ZH4zVmlq2Jdh{0zqvJfJtkXw3vAYZvX-dB(;r2UE;%PHraAngO5cSlUABvUgOI} zXOR||Ag!&7F?lIP{|E14QX&W&@!BHm9)yicOOw-~8`4BzAcW9gDuvSiwat1r&o;1J zol|T|3c-H1j`q50S#zUgHus&KQ*B^`RIL-3i}vI!{j5#^LJ0j!r4wW-)qyS)m!jJU zb;Gi0CHiAAdAQ>&5*ZsL9&5tQ>5S|p^|Q2-fk`Xvu$n(LTVGkHcNS@Z3DVleb#%=N zt*Vu#R)df0I2FXT6)An;uELg^9|yM^V}i7{!MTYn@a}lwoQ`lM>Iy?b8&-Dk`o@t^6P+TA6a*noqv2dboa%MMz$5AJqK2c!wg=C85^wC zR*3ea<@~9LC=6bR2@hnoH4`>@Dbz7|Gr^c3tu1urACMmx;zNUnt^^n4wOP*W4!KxA zk7*BMg0!}|h56vQ%q>zP2y3gSCOsRRq`MjhucsLsB(}vv%ty~59ujFF>X@&Ep-F19 z!E33}6__B+Z%--q0)_L^>ir-9JT~kWN2%L7r6-dGKWjC3r(_vm86oBC)-^-*sL-Ab z-~Z~DAGa7Nr-CLC&x#3?g}l^<)b;K(SqU4I2|tR;;zC|3Ouc||ny^TAR2PLNXiy{< z)z73Wl0lc>><=%9_R7}_)nTL4Y{l0MtK~GmAZa z1~aD=UBU$`iGX`hg~gt<>Z$vclQe+|iYl#VT)67x0DRJS}YdUQc?#$o5cbfl!lCS2^|s5dVgoCbDm(z|6sgd&djLqG zQ^WyE7R}a0)ay)Lt;yC#S`=1e0cTUl7-7Sfb||b>q=kI8b||nxS*8CsjcFdFILinr zQbAK?bQ==#D789NcdD=1{KxxUTKc%n#A+wge*LmavNm zUZ-VtpOj_?NLkS*2|-X`kEpHzk9vO3!GLvVJNp(X;f786y-{ z`X7`2IrTr03YuC<6OC_bu(P!EPL=CcpsNyJF-fx#*jeH$feDIQYGmjQQd6B}Tw_!P zHYlq^Sqh5@XNj_i1%*lrpRFaFrG;nf3BJUrZkY?t?2+#;nr3$2{hbb%i_5*#OD!HT zS!rqIKsoukR!MtF(pbz#y^ljJ$5KFzuVJa0`_3}~630fnj#1`T#!n+xm|7iR(#SM!}9z@S5eufv=5 zVm^IF7qToj6IwwVWrttYM}$36T4PGs;73gevXJCF(+x)f6$=)ydNwKwj< z7~0fc@OJ$?^G2dzIp6Kfn<9+$KX+seU|_lxm>$x> zIjRYTi-Z&}pIQ{|E*uYhcQd~7Cp|HSAG~B&BC&5H6U7Pd8 zVsb^bgKo(cbf>pD3<@l+?EFv3e&n>DKE3R6Jn+3_9n1f|mR|B7Pp%3n5;&OU=r!q~ zEa#xW@>-G;>V})`d`cIhP#44+%+EUJh$DjYRkQnHy4=v?EL-y*;-l9jP9+40Z8z~3 zjtIi{ia(Dp4|MCB3AM{NEEF*nAlBJAJf!>xA2OvT3bvoqD?=qUih~URZBZi`An4X5 zZJF4QXn(AI+mo8S{81-Gqrl(wt6+ljhwgWC()YS~$_if5Ae5*81%^L&3=;iskNa^6 z-M|3(C5KGg8N9uie8q6IM3A6?=k-f^QOI0#up52h|76A&&0JnosF>$RDCZz8$e@2C zev{Bs-m`{C5#)$ib$&oYz?<=-R6uDCposKGuoeZthJ>;W=uXS58ym<5fQEqgqwHXV z){3fWDnjAcERiul&f5h!_Mxg-Go3Fd{PG;d0#JmjNnz-aQSuC%(AG>=9S8A@1iMW_ zQis!F#~>0CY)JSZS}*vInn2k;nmOa?qorUwh6zq;?_k^XcNigU zY!v-aEvF@DC`i0%zN6j#e_B&&mggSclpuodl_bYIio#KqXKae8Ts51(0~gENj$X&5 zGUaT&@)i)mm$YK?_3s|7So#F`OVN7UX1NxZm7YFA4c_O`kdwC}&+gfB+3d~SG1h)o zVv1g{R$@hLX!udPhEg3-bc3fz0RG_pO)SUi>f(&c_* z-ZKB<;r-F%LeA0^y_Nso4JRa4%uW0y-}=^_#bJTvl_W0|BU;H7LWR{Txd9rOUPzgq z@XkmP9ICMp5*S`i7--Pc?D>tv3O}omcrfs!IiZLJtJB?cVvxY_YLXKQ%06ipv_qZe z=HBsHdnGpsAox;`UaYU?{HdJozUHvNlG<(gXebXbNMLv|vD z2*$JqJYLTStN}m+Q{su^hhIGyO%D6(VLUOyfh)-GOEt?I-r3m@kjgHX1k^X zZH%mQ3!DPB@@TSfTtV@rb-BZ&0Exp}0^u9(>AMgbHVd@=r(&o^3p zU&Y2}9WO*G(_CwfsA95!g*@%Ax9ca2sc)VfBBLpFLq!`j{d zJEK-i{Q>8TtsNU8-oaN=#Hyr1@nRnET2%ya$aoi@WimD;9g1ZU0JiH0=nzu1M@X4Q z3Wu^s0Edj=8{g3CI&+S~QID>^QNxCaAHjxMLUUc#B|Y?TF`1rxeIP(t!L&0#P$--% zdFfno*TSiSAD2<`)xl%{95UX7B{RYE)#aMC9*Wg%fVCHkMTUTSanM6+d-)E?V0HjF zWQ4XOvqNZR(mLCHU#q1Us)F9S~e|j%>%U>T~->_dhB8~(6mm+?_eu_Y5i9z_` zjmQx*m>NwHaxT$CutIJMzSl7~!t35J<{a6x@!Qew9)A7R{o36dijFnKa>djJj%>c3 zewIkcuG>(IFH)#B1?--UkJ7Ia0jAHThI~tR)LxCvOrMR(6-V(>+%`2i5p45j3c;n( z17J*#Vhosq9noXZA>v2rcZmpp%+$=?C{V-1D2`92plxCVi&oT{_F{sWr4@t2dR*zQeCo5VO z6}4Y+xmF6e3Eo(eg%|S#}s0=iaMLk~x5VAJ3IBRdB zV4_q#U&K5nDw04_o6k||ZS&nh&gKX9xr7Cx+UjLV(ZKZ*6p-_FOR;6kn2LB-3U{o; z*s3OV!Lh7`|A^fv=}c7B1xMiHlGtV%SgFmEjJW-QcA4^l=D?nmus~E+bl>`hYGh7{ zuK4oG5Je~PAtdYdLPBbfrgYYaRr?`&y^H`-vf7oVEVMyG)UE;rm`kry>JT31| zR0EU>-2D41IGN_vMN3eFAu+_o32(!|`ymn9# z79Ey&w`vKKjLzTiimX`SNCDfe5f~umr|#SJ`q8}k(_~AxZkj)hsPM)s8UyX=Vh1{O zWnS0i3k(0te7F1cC!fsL)7@zEY=2E7-u3qClV5#;<7@&s5vF20qL5;=&rxBK4GMj8 zD04;2Nwjlmz7-ejs%w0}Yq4Cy0X3BpHT}u+E72lbyTboU-e>l3Ol`hPudEH}b7eLt zd`tMQs}<&({Pd{0ek#f{GC;|wUCDUoHpY3Y@xEm?U>yz0GDaw+h_h*vLoTDuD9UV( zrWZB-%fK2X7u5LyT|u3F)Y!@9=2Hd3S(fV+)tHYFL6;ve6m*#?j+oHahvLF#wOya^$6{z9j7MW+nB zZ!oP_=hT{#LhpZ2=ry$~bL7Mu7H1P(Vm?*5^r$qJbzbF?8Or_qGt_3YaVvK5*)wbE zsBHi&wPXbn=#kwyPik)-MH8rc}p~B0N;wWgmJKg?g;oESI!Q)e;eP_;!h(I)7FYiuyo^Esykbn&|x%rgP~Td^D;I*KJw*q}LB35YG5Zrp0C0KJ(;-J4q>uXXRR6U=gX!f_tF3;g6Aj7%{U?01rgf? z({734euv3$`3=4k9Wro&MbrOJ15Xu}xYG^eZ({eLR# zOsC7nS-ni>fPXqq{VMW8xC>UcTiXCM+wGb!`)OmmCmK1DL87L~GGF;8otgKZsmV&| zPL)}5*fYum9b~%jReOP(%{he<*M@#iEb)X5A~i*BKPznOIFl_?I>^-YQuaFg1+N`b|#4X%d~%bFkfyKrC~Mc`|amko_0~TR_Bj#K_Kgg+CKW-=bwJY z4A{3HI!XqKH|hFwdr#(Zb3!+twhQ7 zbC;fGO06h*`-aU59wF;FY0Y9z7uFUWGVU zKWVOVpes9A<@>CczW@=0qTbnuof%!fs^IWICLD&g`N`tzXG{+Wy4Sfe&95t32DEod zu{{3QUMA(ZAitH7e|I2m#`}3+UIz(E(R`CG`}=mi=ApcP%{PMuwP@rPb8&4!zedi& zfl7ER&5OicyZt=Y;eqT8UW)d|@su8<7%yjk&B{^{paoW;;Ss=~7Zrw5QS6w}_Ny=+ z5OlH>>56O~SU%g%DeS|y!1b#h0TPs=|1cNZ?lzMtZ(aNK9}yFz!lbM9 zn%{TW&!iTvLbax`;((=R;Xoz2DgOo-W9!#V0TG0v?CeRo><-R;Wfw6)D$366UT0bC zS9TT-RH8bV-^^vLjILjG2#}x@ZOgWq%G3S*+7=I3rOPgs?n`F@L6;e{5Dn>TP!9=8 zVbEPO*-rT-vHf!B0jqTM_Ti9y1Feu7K+uWGU_vO&JNs1z3kRyqkOL1BX@%2_J3%Lg ziRRaH3==sn$c3L$qM?V00kTGUeb~?F_&O`iepO=!NKncWHJd93^;HK5I_azOeUYBN zYT!U6%g*pgTNQFV^PGZ^9_cN#m1l`M+2e>)@Va^-U|I%wxXwX0;eDgq;3S@mmzlt6p zL3u~yZ56GZE<66NUmg=w5DPDTO0N_yS&P=sOC27_eoE17Y6Q$3o|B8|=<}z|^k6Qk z{%Sp;D-iAR#Y=N0T0WhjI4cm5{VY*U1aa?12qVsHG);8b+lNohGusn< zi8bU|B~6M=oDsI5sm=mf!cP1H3IWmKFmcenubnCs5cK1iq1;YJ&~AO$ipjiUV{}A4 zYNmulC5jG6PsgfqqDIlIrkF(f`HD8j&+X=`>4cUa`3POH zf*jEcg?5w-B1L0htoAv*UG}WibbT9xItyfd5_4y4CqHO6o?=r_gfAHHI2&Y&0Ss-E zx1Efyy{1FR##4O+5~Jnn2mNs=6p^ij07DNN+RC#N2Y_9Eq- zv*H|8#4VI!3k`&cE=PP}BHCqXeY>1iBAqyxjD`^6rKy3%aUzHl4eo=~?bDtjZU6f= zxK$E}dO!Mu@iUgbI3!h^pa&17V z*i0WOP7<6lLhjEaR(o!XL(R$Aj2q}6^si148UoxK|3tIrW*>_ z_-SwpMw(V(_m2fVhY?n!fv{rHCSN>{qHU#v&?Lqfz1GcnjBEHHUQ(;lYTPHrsAGf7 zqCGR2=`1$YIZRb)rGrqNJvV0hoX=IyWY2^RGCwZ$HdzM4>@qc`;^bKbuMRlsT#)#S zh$4MuL3d0f-WfXoROZDX{h^atk;vkS#w0C_iWA}W-a{;HyN8a+)j^`ww3xNEpwR{e(rG8+uSv;eM3hn)VJcz9ctb0&bdsGY%bO(ayHDuZr zP0iJaUa()tYMJFY;&FF&mi?IQoW)pmgRX~FBtuiGIZnpdR zgg<)pwW3)#P92~j;q6?)<#xRsPw6V_>;{8xdTZd=5E05e+G)r#&rv~qlb$ge(F;BF zpXRFBj<@E>KPz#?>D1kRwtu#1{OztqMDYF4{CY7ro1zcmh2+0KZrhwFLV@80Fwm)j zE3qNyKXs+>Sd7D#WWEa6i6g;c95nd!CBw?36Gwstj(=}#MLUV}T>Qr_mI_F~e{H@V z{pN6a+0ffcU;f@)7do1m6NUV&r{=uLnl2rqtFNngV7!&5FdZkep61w4mCvGq?RJ^% z7mQAGgszqD7vY%F-7+7Q;>mTEkSZ26Ikbq#NWdaFjOYwqV^S+qt-=rMvi4p(MG3rFv9}V4bEimk!M7TezQ#E zpuqD|!jrqkuaEZ!1rmn?hSX-}7t_da2kd6Ehy|vXNsI4q#x#Uqh`nxqcT#2q5IA0p z9Qgy{f7^w@!2sWsho?5dl@)K{Pb&|O1BN6AdEM-k0|x{ABnR^yJxs~xbe(eGalr6O zw2^UwY`Cr%#SjAeL2spiRAI?(8|lnqk-%c=d7{Al#%G+|R z*bXdrtJB)t91BdQ&HZ-rB=I}eOP$u{3LtQp-0+`hlFn#O%T102rdKnjY>@q*PpT}O zijA+0zr~;3I3pbep5|{72{|&ha}T(NP?S4Np@+qEW2&DNh}g=fP(QL$*pd?T(2tMdnwe$%qjqnb7tlr z@Q>sFw{Jw`7a2E}%v+gJuur!Lpd!ETiyJp?>=B1Cg;-!xmUDhpk(+tLVV3iez@o+l z-fux0a9B@0h6Xk-PeF_xoTng8J1T-GI+%q;Qq`t8ETL;3)}{qeu-RS9^Sesj{Htb6 z>3rW=c}|m<%p)WhqO?5%Lm0yZvx*ZuRZw7u#fb=5nky)_FdBW+ zU;ga#=FijV*``{}c3y{Ca$LjWneLYTYXTmb{)7wps@T2SR4>#6)JhyZQ88ccz3UYu zM_DX=L`{kVlD-?4G~cXf+PavojYQsglbq9%XbMOm>P}qL#isU-LJ3~WYN0x;V~|1r zUi*zIP?&H-=Z==MEw_c_$cDrg791kpkBgv-b*N0Hn==*(1TWsTa2N$>yJ%jBaUl}k@Y78 zhX@|dY`Qk!xGF}5vj{q5@NniO%o@%DY)D8HhmAO{A#xRm1&0V8&K#|6xN&ui3};b% zNO@aLsMEb|6>X_gfAqRzf_Z#zB{hJHF|BD#myxM~1Jk=IBfHIJSx@E{vvNJrYoa=% z{yPGaR?~u+rrZ8Ch7Acf{!nk$lfOUt^;Zw{Yp@lqRtA@M2`)I)Fq$_72*x`>f@=1P zW~>9&U-owtI#?Z0FyFMy5A`dvDzD*FmV(9q2(6C@&epz2(Y!tD)|+AW^#H-x+7}6w zLq%AJ**5|T=08?9@lR_1K2^cAI|MO;Lo&NMlkI5)w6Eiwv-8(_U z06^`s_={P$kD)`zr@cuZ(R&I7f0#}%I0LLqPQxJ=^(&esI<}~W1EOvrOX|D|o=FW? zjReDJ0GVeYt7gj${xyV$f}61<#j4~(fkS-7JoeflK%;~In!~RhwOsn1A&4~qVV*&m zb`U|>X1J?z2&#RY(+35ut(<Gq zCm{jDGVEi5)P@(EV6iZ@f;pRD$7naLMFp{~)gTUI+R$3f5kYtx0`1Q<=f9%^s-8;= z-t7TW)WYU!2n`GBtM~xaLG%>#T!0ZJWdZX#l7j9mjF^J`RzQgoHjv0+P@3VcfU%{? zHwc7z)DeX_?dUujNaQh~ywL4fR>}qvly^`DC`t4C!{E(c!P{DZiWaAf3-TZyRdlgA z?Zadl7A%T%5(5*YHuNLMRk5O}lSoJ!8v3KaNqRcLY#Sk#@v-y_81zBQL#ZAYFAKg< zJ+|esprExzf4n(=Mgz!dp*E&Hp+yq^TIHd+jsk<;=9*H`Msl@46DjYZxeh=H^nF%c%6y+TvUr2ikv{97g4p+2iVycM z$|c`3G16x(CP;0UtuY1?&@2q|+@W2z2rQ`YEt{E=HqApij4FRAcD|0`Ngbmf+C-;A8B$I7SvZ@qQ)xa`iyT}6&&^eM9j(>4`jAy z1+w~~esp$0tvxgE(4JKc7v%3iW|N5i$~Xm+@IZ)VRKbDD4;ZW2i^4SVjB#YZa8N<) z8#vjI8);yM3v#zZqk0r3QLJ?z(V+=}LGK4k+u?F2t49V)iwROYJZYTj)vQ|66f7&| zp(7#>5|nnL$o&5KVzyP&Y4pb9ocfN8dFVt@92o-MTQ*VptNn7>6z{|tfV=iSWcD~Z zL7Cuy7TX1J(**>I{0nmc2hLb-L->YaS>KEU;8t~5&S>{?eHvSE0joJh0z)! z_|RYj4^IH8erOtNv_}BXQf*Cioe>c>w&vj7*hIxZp z@GtqaM!BHPF1EFW;inI4hv4m$Aj^r8kCQ>&p9L^>`4ESBzzDwU;XYNgvx&V1@GM+&wlJJT)XsU zYsjyjKYyAmRl)tAfvd#pMnD5weJ=oTldfjl$C#>PEy*mKza{CQ@Z&(?6Pl{6E@8EB zJ?DRA6BlEW>Iy^Mv2+sYAA-gX?@1EMNWYA%)t6_gPDt4&pJ(*r$TBzA}bSxN|+n zDr0a#Ti6%m=BAs1XjmV#&h0?2r0#+OAzP!-k)%*4>L zw++6F&9lvNsg8{>h52ek4=L1!BazsLK~s@$B$A|q!f^C<^5l(--U1pZ3j2X>QtD%! z>`(tdi;1jc^YsH0WKb8@Rx>m3CPr>CCg=)hF}&1z!`@M6F**pLGK?wwqo5|_izyKz zs0v4KJh5rF!i{73MsI08Xbd9>|3=MGJuT-iyl3?CMUo`lAqou$tGUNi*w8^?pZ5hb zXvgwCHh&h0D3|r)t}%JO_WvZp1Zzbi3Qzq8B1)PNDkEjeK00PZ35lR8oR{a8HYcH; zR^^7aukri2^3BV4QbK7Y_OWcyY-vGkrf1n^3%WU>^{?bwsSBq1+V%6z1KQN=EqYeR*B$U958({w?`FICMWJ@Y z+Mz*U>3lPsDK_Z)Nnqp17geDy^#AhgtD;yGe2bvqnTCKN?#2DQ&}?V9fNXbkt25By z$)1kgd>5NnyG=WOQ}+r36#tEYL&)9bH>=s?@$a8}exELUQJ2urF>G~Ng8C!tQAqY< zDJ)}}E>v*eigAZ)A(9hxR+OO zqnJkEwr;V&bA2@{m#3T8lP_kcmrJ#SUT;xg;z5G)X81c@JYOuiGYPgm z11CY+fP(fNBsa2_{t>Fr`vWKtB7_n zkns_0$O>h@UC@$YREc1>A0X4k;^9M#4Z2T$MU6S#*G!i*th|%DLxZjd3Ce2_OTVkg zaJE_cmjVd(au^R41B6SJA*J z+#H2{kP$iJy^kx%I7x^$$AS|DfbeZ+@sKCiE%c9B-NHcxp>6z|+|_E4Z%sR|St~WP z@ee>jdjl4s6iZrQZ2X_I3O2U`#y2d(1nGB>T9NwQ4M7JEp9f?LD@L;QZ#o!3qOm~o zHl$EaOjE;(OK=%10Q|f(XdrUkqiNG3k!pl{aL^d7YCW=hB?kqqYt~37afDe@J;W!! za{F+|CM(RLJ;Vew@@hLHZ8{YmAc5D!p*_SDHbmI2S(~tN2gOON4)%A82BNkNRX;_l*5EeO!2{V{#I`5& zqg%bsmNR~mNpNlpSUgU~fII=DaWVS+SL%H)VgF?5Ry^0rB7)X^xK1-HRXih~ETwq#I53kupG9HwW4+iQf-rC_)xw0NV;!qS1##e5D#?rDl4o|TV_8tp24$;K z=;wnt@z}C;U_otHj^I{7ZilWMF~B5UFeV#IrvX71w4qyXC-c}gRN;XvXkq9_vN#`+ zjBR0n3DS0EzX|weAi@IS;F*06nWT&icgIqC(@8-t%{oWcTsDx&Tt@2S*jzS{pk(dK zqEvU!x7|W_er8Pj;^TsxRTY&eXLl2LAY%cq`7yRaG$!DAu%Kp*nM$L2y8NQ7F^yS^ z*g=@Hr)vn^o^FuCyq!)($UB{^)l@&*o|EgeV_HoH3d06Yq-n$Tq_Ixqz=FD+{Gbr2 z#IfZVH`ilk9|B;|vqoE|@)vu?w4xRebnRSIlUq!7g|;3%;TJ`Q02cn0yv!|*1DU4O zEBD!298GB;LD|kL8e??M><*q+OknqkP?bP!U0?>tB*J1tgx$iS`jBKPSVGstV19Gx z7LFu1WTXm2$q269%V-OB1z)>@6xxCwDkAH!A{o4blthO$K3q`}wQTqh^VZ<)juHB2rGO5{8rTnVhr*hm0;;9Lq_S3XzklgvWDI2OZY1 zeV>)`R2?t;X`!LLJB|oKyTYh{4o0&>R~TC~5ZV5@{wdM`4jsz6cp$U=8}%ciuinMw z*YctLnEJ8w(h7%t#} z%k_obMh*6u`NsG{0|%ySjs@xYL3&ARvtIIZgMwM7q!ArRFn+e8BX&Ew5~!X$p+Bj6 zdg{sfo|ZMHbY(id|4f&o)O4F8pNbY-?$+X({+*Nt!aiyNd|_4;D~9KS0~J<8kEWIZ za^6eJQPyKhB)vVU5)BR!H)A4{moR$Cj7LAch6VBWQpD3&bh-ZKRXweWbE+2=_f^4F zNG))(NR*P02hwi02u~eZTuo`xywUYLC)uORX2zmkN4jYKC zaiHHRfmdpgp1IP%5->nuxZ3)W{z30CVKkCqb|la`XyCfH+AQ|VLb(#%2=_$)<&pUd zU0mlsHY@3IxOk>&y8jYmfR>LtwCvZ@nqEZO@{Z^~3F?%~-lwN!fu^@tbxEfcC-*=9 zVlvy(`E}kPNn(@%Fw_B9jE7D^`|qd@=V`#ea})WY&7;+3N$1Sh3wmeDdqq^TY9Gl~ zfC<*C9xFXww&o=%7`-$Y%#aPE!2{cMkBw@=*55WHnH5Xt5Qt#B)-bB;u21O>{mK2{ zK%QiUDkSs(!G|2SKZhUg<|i57 zz*6=Q!D#)s`Q216MmW%qIUxAnfmfNIgPxhBor_c&2MtWtU(9dYeSLAd-|e!*y{7aW z%miySTa=sgYP07)Gtf&-P8>|IdRE=h*q#;PD648TFx|4{SJAzNbTPC!`s^=3NVY=6 ziZK8MZ|kQ>a=zT0vP=&3Qw9jWJ3&61+3D@&oUuw~BD!+wz=Hc;z^(61rQ;u~?Pl$_ zqmtS2E&)FFzyIP}fAlT&e~@##k@JY2N#0k*M9m}5_Z2<9$DK^FSv3?ALj^Mm;hCyM zU+BvFOI4SGom;~SAqorb8%?gCnRig{tJ4CinP7!4n5b-E+&)YI2~L||!%6Moqq0~o z?r-*6Re(>iubrB<`O^;2H>i19~o8+8yGua z;JMP+U;p&*bur(2Q#*o1uSj%faNuHjdQ{L&eyrY)$ddsB54vYs1l70uo8^ABR^v6s zH>`UW0R=BQpgIZ7_>^aSm1I~4)I|f+hpYW^S2j;eQs9~V{if6}w(5)4Cx4*7v8+m# z@jOJ+R(t;#p@F1NyCv;r^@}Mja`Jh@e-TV%c@hM=S}usY>x+9#J837g`Pci>d!s@U zh9!y^LAMO7c)Kg;S!I9#GT!yALE%lkQ5v~VNiy>(F$ZUWkb5a1rCOAx$EBGQ3m%5_ z@uJQGEtUjw0xv*toC2_WN+Z%l}-_B^;qZZtc@M-)CpBwaOp zL?gGW8U_gYAY~0Y!ndN>>$RGaj?*DFX;~oXGhdJi{qq@JdbOM?kDcx=^va_fSEiW) zZjuc00`Fxb;Z3rUTH-Rs5E>p5Zp9^> zdxyp)o66-16gmV1f!>IuB-8cg)vV-mD7gZCKms{IWi}~Ol_pnZ4p|^5Q9#>0H%#6F zQs@wnC?HC5`~q@FASV$$z7BR5 zOYm!2J)t%D$^G_^p%T2$|oP$=uSDX{?JeJE}-c zcc8?on7@335;Ywp{zzs;^-biuoAaaE(jkT1KR;A1o!#1TCtbcF&4wAmh29!G)^uEN zWluH)hx7u&QVE?cAJ=9}^z#!DG zX6qTP^wsoYMO{2Ge^L9yR3pVgRIX6pNeG!g^z9h^N)4oHx=YAgs65ML%|1?u{WFnR zbArH=x;Um(%Xpa3`eMJMGY@>W>!?C4BZLOAGg=hkWLU16-a!Y6LC21LLz9NDFX><% z?W*-JkIdDv>*9mRZaYFGoon%q{~g7SoDLEvot3BgW=?0d=or_P9<>(-ipZVgyu9PR2>p9Bh^QxNhb=2&YGNgmVw5Pk@ zd@-x4(reJN_Yz`+kQs~(TIX^s`2}sEq9^E13fjGUL5EJ6Q{);O$e1BK9rWDn()>VV zw|@4Z7pH_&nYTU+w)h{_TMZo~2A%F`VW?S5R`j_#-Dx%mloj_^GrDb+-U;Cjdeq`> zDIrx>+jUZL2Wm58tn6$TFGZcO^ciAG9gx3{^#MHrD%6A zN(5Qo?Ukig@_8@lpN}QXP(fNSybCf??`fu~u4%=Y87|lGu8R*MKk2n!u*fWUbKM7( zm8)iguwV&B=jN$$Iy#-_-T0Af3C8Dun7EZ%G1Hl<2dogYS}9-36WREax*iufBTzbTX@m z)qCegaIzN|CZ91t(7lbMn(lPtjV=C8V9^FX4CtzX*;611L18!&}=On|G03mmrN==d|H) z$oCC=0{U0Ql8$EcsS&|JS-?b@feF%gklK(2Hws7sL9%qs1qGnu739LddT*59YP1y5 zl3$WAl8Dei#En;8%)H|@ql{^zS+yl_!msAoAyx#t|tr5OL$tB`DqjyHUn7 zaG<)*oP1rp(vHc)$-^=6xrGEJZ+z%?`hT2oRO16c&~f)z54fiTCJLj5MvD{CZGrp} z{Za0r(c(ngjkkb2ib$iyiRkzupR623q|rch2PW2`wx<0>i{f;DzN9Os_%xs3ks?5a zrRCv*oY%H`nKe`yI8a@KIFnBr4exeK?)!qfh5!=DArL{xou7u^8B0*3#fe^DEHXO3 zMgtKqt=B;{8xZD~ zeSox)X?E(rJlv7LsyL(RIXaQ|L+Y!}=$^k~X*Pp+a1olt!rO{8jz+_Q=IxfA#y7#M zz8wxP$Pf@g_Lf8Ty4-oW>S$ObTm~>grQSfyO4R^@%5ezV6Fg;;=Hp6A!-2*zo@&`V zqH)G+03%dt2_q|20|=_`SeH1Zl@O1q<0`p+k7)2f)H?d<{*0=kM>WdPEh5O;veLKI zdt9T+3V@($4X8E*dQ77X*x*HoiZU;e!2{7v>k@P7;n!0dcdAD>Hg_p5WRofzhjO8ujmt*tRK!VOGvC@xO<4R1!fyOam`I0&(SxpE;khRef z9Rzm?WmI$oAgKPt*0A6?myQ8af8Ek(AZbHz5%y|Eh2RDcM6Kb@mYZ4Db{T+Cs*Ue? zqsoY=G$5$jD5!r~lrKH+8x;i|Oc1utZm#Y1=tjj0iwLsT1JC`yG|B@t8c5nGL5-!C zol#N3z=5WXef00S<9Z7Tx*N9gHouj0VXbe(j!B39YV6^HnB_Bfj3-Vn#$R*uNi$@# z>f9e#c2qc8DXQoW>K|^)`HN-YjVXz&1w{7R4wmzC@!Ip7j#?+B)R%LXTD#I>bJF!5jwgUo_1__#Ws%4LV~XK#WL)@ zjVn2W7b6NXHIhiW8k>*iU(WUA8@-+qjF>sk)t*^t;)Kli-tW18P%a_Awk#r zV%VP<<%_&K)B577+DvKohz{@iW3N%Z$YCS73p!Eba>x2mtrxDdMh%S?=4D;@PBAJk z1};Y9H^L)n6dY(;lLhg7RK;aIiq^SlM~7FBM&-r8AuldXR+I5=OWO$2OFUVJrwtzR z;}Yc^o>nt9JZ)oLMSX}c0F8=uEhO^QwoG(>XFvC=s^BvG=-iJ515Z2ZZhi{pd^)-; zol`I_9@uW#X1=*Qa%z`J-BzmOCHelAK0pS!<0|28Gab2ZEc&LFrTn+tG20a9nk;kP$lD3&}@kAwlQ3N?6m!xeD)VxI{s# zKaz+w`)%B>f<|mq^J3s&xORqyc3%hac+?CH072!LF7pt);%%AZ>UO-G&-W}O^5sPS z*nodj4?ZAsjF@@6U-9w26BCax46j;Dn9<2u=3#inhv99_QrlJewB4whW#EvX)`05Y z*K`Mp$2F=^aWFyHx;_1vdttAIjMC*^Un4qieT|tDOGR$2?kKv>ZVyob4q0mCiNXsFuHl1YO&r&~NLx=k%jm6aa#%EvGPIj4~h( z822{Y-F8OZ!pX0<>VE5|>d%#aBb0vekE97M^|yF>x3c|P3LV+~VLauctkpGl>XKgS zyV6T^s{g8%pV=l>!7Tz7zC%`;3@RrUhUKTw?^*ST6dVb+=p7=HT+o;(QCicU68@1& z)Io=i@7mljTeT^t;WN8}`!XzQhm8UbXnNm%9cbFubfYfwD#81G7OqE(0f&kY>}P=r zHJb8^NbuN-1??I-AkWSiE@< zJiKBNJ50myp(PPfRNByAGDVaY94g-4)RPBg^^leaE+^%h&hD^C_TT!CU=o1IdH@8D zcNj-KU6lNg)?W`KF-Ty!;<2dLBv@YlW-yJ00?!SP=MU7K3%t0apM`FB)Nb|E!h!F) z$5&sjg4-)P=I?vxfCjd=TsAcVU?%*lVJ6f#U{LvaI@?`5E?*RM((H`xz@&vzKHxko zKQT10sr=ORTpamaWOs)9F2*==Q6AnF4*SAmn$k}41Hf=lCEz5zV8-v;5n3-#y~WAtL9di zF2Q}RE^@yMaVp5`E@otOEUVMfEa=PnTaNlTl*VYUW(`}nq6-^?=0uW-gueb-KmaM9_DP|qfaZ0@uNfBHpy|R!W23JKJP`Jo zixAj|MA2O$p)(1t|8{ZvmAOQa)?IuQ=Z{-_iU3l&i;q&mtnNHn_TqDRAnXUOnSi>8o@!{?r}ljH8onNIR!n0pU^cin-X)0t->vYV99c%6qLW>E~w;AdAa&yY)1hYE;2ra46K*XIRTooGS9Q>-pn~?NW zxhXw-wNSHg(;a_%wBu}Fza?Ez4!oPcRlqoeDi0-odmGxAQ?VBDEE543HT>W|U zfkA)Ar>FTN^v4)`$DwEuyNe5QUL#4OKSMpLMmBgLyXxoktUTjR)Ug{tltm5LLFdhj zkEbI*(D7KJzR@*~G^@uN+)?$d!2=nOCG=YE(trPM zR4f5tijD>=-gVF;=?oy~cy*|Pe($L2VBiu|tE|za(r}>S9$Axn=;d&?$rIz zd<8LiRQO^m(LAO!ZK>a*9~Dy^OyrI`$!@csU$E*n%1I0ysCd{zeduuN0Wy^nR`R1A&Z2_2?P|gJ zbehczjf1;d91@hFsoer`+qcoCc7Z{E8~$P4?Nvz|p@RNb#~JQ z?rO5wulVCTk{)M@vw;KGU5`s0yP@R`3M$i*uck<*anqz67wqqQ?B?ixHC1mlRHe7G zSrXUM0s?4gKuP~*ZNyZQGrHt$sxL!h9yY9`qp;w<*5toUL|5r@vrERiVXi$u@ZAge zoN@`MB|WAtY9AXaDA(Jfo;)w;tqi((Q@uD`ta+{_;~WiQ!e0~*bXPq(+AFf=by!rN zl;jwjfdd)UU6!}`X3L+)mJF+sIn!vM^7Ex1!eJgeDqjW;WPZK|%~2-v#pWoldnVk{ zB$4kQqFRwEF#sZOz9GZCgrf|}_YJ2tAYEU;X6Ek=8W@cN$H-R6p>A)syeKTN+;+=f^{o@{rAa0T5{}@Zf|-?7FeyButk{&W$Kvg|9K}Ld$jf(J zEABjp5FAr$J`aMnf&vH2$-Z3h(b|ZdXskGkzprQvi^7Vt?9P6X%eVIm3oLiG`Uvaf zDb?QHCQ_;02?aqMpbMh#UL3%_9*}^*yBE6B(XBc;R6jUxbJSOjaphG2Q>ekQ|Z%F z0xCf9IXTI^RD)qWunQRUH+=f$QVW)C$&`N=GcZAVJ0PXmiAatm=I-QeVL^S}r#AOv zuvMX`zE?yTGlTYV7ywnQQXlW-B$&NRGXW5U%y4Rzno$imoQ47kGu(F1voqXq3JDa}K_g>B66X7xZHi{?Ouq?uJQuQmTiz|1nW% z1=EEAVTcIICWmeUziti5p^pc;yI~GhdmO1}g1FzAO$Qd_k-YlVVQgOAN)gGcH- z7@JoI7I}@hQdmvKx)QG}SF2+3L~Wy?dv?hBk?TkW)sirDV-v+f=Kibw)n8i?>}m)Y z6b6vL(;~lC2hCVK{>%Oaju70y0RP(-KRiD6ivjTb)Yv;5eNoO24)#F?G=oM$9$Fje z-*^vZh>aQ;;QxuuMNLJ(O5iUBm`H;FyR|>{_$qFlA@(;YKv(vEO1J(N)mksa`$JGc zW9!)8M*_XhE(*|9y>|Yc*Sy2( zHG=^@mBF^6O@xzY^xuj43(J6Da{&OF7Q#mZ5miI)rynyW!HPH#;!Hob?Ztc5a;{&a zSCjYm?Vs>(j8-GGiSkTpT^uPNhNufLF<^^Ab5%j+eiY86~g7BLE zdpNihbfr4@3|^W}t(GwBj-=Cgpt~95PW?=K!x^Jsa<40cfCT9kpOhy57@wembnq!O zP+hHQzr%btp$llXo8>ZcRiVV12E%wu3=eGAJhsSPE)w5N(=~u8KDxu9JmV7|iwN2s{Bu|dGPnd+wOO6gbh*S%+HRSy1qZG#s!ezgg?G8GaTUsVZ+Le!GR0* z#E<5}CKkVj+0z3AAKISg=SXE6*7k6`6kAx`##y+!Mi0C0(j)r{{S%ql{GL&UqSc4mo4 zEfVYnYQee;;k97zw_h;{QO6g&?a;z?iLmH>mN0NEFlVzwgAEBEw9=U+oGRpo8^OB; zEnt@|9DGQ**M9lHj8;xiOCwE(V2It~c}f!S5aLwThbn$`$rw{hqTmqWxadFVzCo9Y zF)kWMhm3dXi-PX9n4Hjm&LX2nNjql{Oc{h|V0xP|1y|cjdX*_6c8l%J`eIqUo|ylo z^IP=XBORCX_aaETc^aq5Rss^4yXKOrsJz>}@NUnMw6Af-77ujST{_y-JFPeSYR)%% zO1gS+J_itlHyGi*zKAhOTJ!{?g9u8VN0lJ7>4-eGfKfuVe>N+j0~jSVC3vyf@ar#z z=gi%y$1%y&C{Jh;S+$0H*2% zXdt?Zbef1RH(k?27;97|#%th1E&zh=9Y(j<%vXmG_LF1=4piKP#l@0e^Eb+b8Vy7r zu{^1tXxrA5!t7>Ro=w+u8M=3Ogrt9v%wz%|Vy-bU>d7v;GK-XemKn_1_YcvpX*I91Pz1=~QIe=ug3>>IU#K;2@cRnyA*bXCwr!QP8@g7Z88 z3acPPMGm=}s3fad$!BRtxrs#t;T;InamG7k(gApX!d=pjNjhtT2ePZ?p2|t{pV@p~Y>1`b@;Jg$N5V4AG~1mDdlAH`~BOTqTn2FFwdL*M*U)ATA# zuzH@dpeLEVh5u2W(%^yZZJx))o==@f#wtmBDlqVPxrz*fN9C%)1KYbiS87;Mt}m#D z?}C$Jf`dZo;`4#Qe=FeES4EfWbLKjd)u*I&iQ9svdFh##D!4CcEUyJk^C|;m=e3~V z^=c@YL?xm3CYhN>)ldgB&AKaB#m3vDJeC!hVD%zxxtZ^HUqI5gN_vxl1D97@)hYS` zWBeppg9oNkrAF-uUDWFt!f@;C8Oic z%ql?S^>&z7`Z>(1WIWJE%5&;@t?ItBG9Bf$8Vz~$Y^r|qw}pw8f$+f8zZu%r4wE+}}tz6d2zfg)>P#KBCnqTk?Vc2r-4Sb+&vuP;*5LnOSi zj_QjTIB@x~;bOmA(8c!|V*?Pu_+1m>^@XyPUSxk((85){`xPCoP#ab0zPhsJ*S!i} zzGA3OFQu19tczYPCVk8@N72>rK-VWMXKL})vln@gH?9=CHp@Uo<}x%;^&SH-OTu(R zuqwS}vF05x$z-o?tDCZl%Q;au5L#sW>r(rZ%343($OHKphANOd7%yRE=6 zbb$xDK4tcH%8;%^pp`gvqj%`;g0~eJY-ch0L{Jt+sm8*!s>1uVl;)dzUYA>G%%98P+`5>57&Ke(F5-3W>hbD12`J6RAFcxU)EI(R% z)&;m(^Cjr)<>wMX**#WeoSImpzvIRR!F$ULud@nT253n}QL{=C4GLMKmB#~J@6=z@ zk+k!^NjJ7ZFa`bKm zib$iyiFSo|l4KN-MgtKqF8vq?v)!oTGH{@}g;Kh27KO^qdU86Ozwr98l1ZLeX@#gD zz7r!R?+ot$m8`+`Q3Ds`HzVX>RFw>!dzkscUd-5Z8gb>FM$KUC1{L}JD3)KUM0BOx z?EIW|x%w@yWT4QObst|KW=?xI>5Y{QANA%F)8a$ShiS{4sVl>LEs{;FGQ(JSNcmn` z$}3vf-n^RHPuvzw()P;~`796?bz8aza>IL(Io#Hug803NMHcD-oN~4-zu|pF$svFq zGq})@@L5EHxyo;Mpdx@lr*dr!R0$I0XvR)T+{{e2vENh>T1{Tz@LMcp| z)ojg=MPw)x7a9`orE_1;>FzGREGpUXEwe!b4jFeNGHAR{dmYY7KG`iNqw>9;2tT2PA%@>t&WExFa+Gk=D>x4@u}o8`pg2e@S%md<~IfDnZz@U#60!@rg)%N5~MXdvGoH7)GhYlg1 zM!Z2KrTH1^SUpUs9T?dou$ck&KLc+*C>O z7$7L_Ek}x#q@xMKppVrQN_CW2X>mb*)fR^C-bBXVl11jI?Oj07UH9mk7L)}9$xe(8 zLO_DD?T#2hZlmq?RR?!RLRe6@j>XbM`T>K(Pz)IKH#}pXk?URfdk7@Uk{#Bzm>_M3 zuSS|q5Olr<4_|#y&_?s>U%8kguL={Se)&@EqE{&QJ9VujpKTmjz8tuNo;JWW{H#ii zr+0us{}$Zq+2+-R4juCxOLncs{K|rX=AF7;PM#F2O?COjm%pa#pS;OB!KGyi!8BDN z6lkt+ns8!EayCBB!)LW_M2M!v=8P4XWHU$ynZ`rT-dBVtCy%MQRWAWg=7qkunATb% zw--x#V=i$QE(F~11W<>an)#{H!F@(jKNI8(6U4V;#O0PYA#+|yi_^v1K!Wx?k5>1P zwbd#7dWUf&txkg4hXwryG5SSuHrp@B?t#%C3%Yw<3OF)Eyc-p9G2PCp*@|0VGB?vH zz@mcu;~06f{IJ~2^(-FOAQ^{uX$Zg}<*p~Crd~JA$V6(Mq)ALj;Gm%P{eT*g>1?@O ztKR=^L(`4i1S9+)f(#LU6;w&*d8?oc3EEEsv#aw?rV2D=wWZghxdkM1xycep;6spK zAC%}~zPOmu!!q8JH6!YShYIq05o@fIjv(nQbeMqyLxOJgoW|l+HQP>4OTGo@&{i*o z2SVTRG@)5OWi9Q9*zZDu_G)A56SJ+@xH==0bc{UnaxhTc@~G$%Nj0YT=X)i4b`yLK zB1mD@M$%%Vrx0kj;0r$GJ;1CnNYEmdHEDEfPjeURVo6R!2h6=gJp*D{2Qox>1}72f z5RPh5Spg3>xQhtVYrK@zqo96nC5yZ95(XN`bYGilRb!0NeQgg4G-#h28gsKsvEZ!} zv+02Lxf>i(KH}!JQrsxUlt`}5i5okP4I$_#K(^Y>OAj(fn#utkg*Ygvy_mIMtH8!G zJv?SLV4(UwH+Rz%&zGfodwaX7cZqQFo5MS)O`ba`Aj_*{^i2>(hgUM7flQAy+nOect9SKYE{05~)xJYst+k5Itiem`CY zU+-t@9qk6^?jYI9AS#6x9y$`f5Od0G|ncsWTtDk*j?JE#yu=>{8#hub#b;?@(p%^_YCR?LxTkT|4ZXj%i*o3{gt4x z2+<7=u>V+NZ}w~6w-elE9}%u$fUH#)>-lEEOL~y%1_#*M;?zT|UzOfPNP{eHk$|tg zrqC~w&?$aiWe0hUg9VQNtSnEbd$`94UMUC-uTg-j?H+lbb&%Z~9AIm^n17r4H(w62 zi-QFY?U7^_@9K*|9%*2J{9lyC%X+q4@A&~`!Rr>G(E${oZ!cynv<*gAKt6gsFUu_G z8VKlrVl1;L<|Xx>7`|lLAqX;M4Ja@)wqKOzC66=%tz&?I{+7{SE-1K_XQdY>C0*J` z792G2G`U!AUU?J)b76ph-jo7)C+)7A=O_h0f#EyGPWrjY;C2$p;3s0H77Q$nmFQg| z@AAZfRx&^yIz6A|9X}k1Zh$=W{dSwDgbfhTb<7W*F&q^0*$aj`W-kA*uX)`X6f+GB z6dUBg--jV<7$EC*YDo@R@-g_JcB;VvwysI)CJx#OrmRX_#fPk+3vfUHMu z^{d%-PDl4y7iZAO%_0F`D-ZhygOu~0fo@ZDdqT%!xb#60zlCDj!=A?=?Y!Tit?~_B zM!@^_gOCjjG}HVi#kBLuBQ@`;9(J726KnGq)BSp1tCf!GoR6L*dw>mMGxynx4khn} zN;Yenblgp8K;X^GNY>3dRWM{IxDhC5hR<&Bl`I%`Q8$p_q**@CLd}pm%(Q6!TZ6?- z&w#;yJK$GqmLa)hvA-+ZEowLO%h__zD`yU7g9_&BL7u6d^`e<%akMMH1`&)m1ICvT z*OF{2>*53^SZO9(yTfyOYf#0!i7JG4RLm>3nW8+$!E=mIn19Dm!Az?s)t+8IJTd=KXKyH;(`cR_ zXpyYX8U)0X1Sojl;k*H%Xw0LPM+h|8#HioGOZ8-tTEQgf_>Fp3IcLP6l5Igr zgEn}`p;w0H*Qvfp(QS=Jm7xm?-ajQTZEi)e&%G|5n)_Iqu0cgNG*#icz`qDqGg@q8 z^7ij|S~krEg?Al=Pt{5Hi8`pgUzfCBlD8a^HK|sCuPDTZf@^_-7kKsr-+6EUfOWNiXp^Mo~ zt5#{5H)o*Ln4l$Ba!oJ$mc~4N-|Iq=HF1+RQkp^x-LF^e=1*Oaeb|67|l^eJ!)U6sUI!JEsNm;jnOOVml zblTsSjjVwK**iRE!Tm>)HM~^5*!4%P3H83cNJBEvgf1L%)q1D-l`^fGk|3rJ^v)0z z#CNPYZJKygmkhEZc8#ERP`Ba9?V^vRZc#zqHr!SpLX=B9umue;LEDA`ne>&umXW@U1JIjd_uLA5IA@`(kHz!GjCnSL4m7UF{Yj^%#TTvDa!&#J;( z_>s)Jf{v3%fWiK5oc)|`S(|yCCdvGifFICMa5t_%ojdddNJduz0Sz+v-;eXJH|vN5 z$qrY6gccks?!{H;z*f+Zko%!z^+O=TL5Gf;R>#TZ>U6Wzz8H+fBtb6D@1ugZ^+PX3 zxcg_gA4Z{};Jq4(W68MvCG!kG<5e+^4GnEwXwuOvH4R@jv}4(O>T!5oh#`Z&jYUo> zIwE(z_UMPlq6je9KdfQ1HWBUrTk4ZNCTy^lKyv;Rh|y9Y>-zZ6awDQeg=8i`(hT+q z(4b(w6=98JTyhA$kGFvZbFAdc)pk?)j+dk4Eil-Fs6!>Aqc1b}=%`~+!5gb@D%gcV zCr5p2k-;CcI@$)7^&D2Wz+jK%-Zlx0K1c3bWbg+upUTHRXUxahqhmgYhJp{g`u1FH zX4OsJ{GwbgD(?X?$tjzzdKZC*65kWrq}~$cSWjTUVE;I2htx8ye1*U)>H-$TloD%Q*;zxXrrFrSdQ%{`q@?&~LonTAsMY z;GrZQx0aiYf9rUjxYYoI{R(Y4R8Qkfp3kaB>c6uEZ#M)h8i3F}MEu3Y1KEwpkBXeN zl!D1Fz@!K@CP=R#H57$cn+s<60TQL;_nHT}q${v0deI|mE`f<$-iAQrvPs}yz9;DT z0x6nR2Nu+K@PS7il&oOx2T)zytaNYT3y{;w-KtofdS^xi9bW)NsasU!Ixx6R!kd(_ z26tdVeG^ihJnNn@^Dx2C3OK1O8&J^3a!d&2`i%D`GUOPrpuP&F&zmTv-jZdx72FvL zjA(8(V3KZ4Zl9G-119N$S0BdaP6L9@jZa@v;Z4+Dq|-gWqG3c7W|$y#gM>}clnArz zh#(Q*g4}HabfU68UGjzd5lw)D*g-hI;CCL6Csc?Xgo}c|Zakh)A$Ad#xpTN6L=av_ z^`#KdSp2N?B9CCj3MhUMa3MP>z1~U=N`eGs#8a2++@7isI|%6k6jme0JB~u^Af%C4 zWL3({;xKvEUb>51x}4z{PM6|s802Q?(L$&Se-5}r?d)1hw}VuhU??yB`p9sny?&g z=;bQoQ4iNI%WAV;(FIq(omIcw&#J|QLL~E}-wzhv&jWqbE;zNW`@8+xSNOkGNfR;nS*PF^Dt{zFyGi+sBWveis6e{ zRnZk_li4XXPRv0h4S|I*S+;-Ws2#M_0(gFzgVvye_IjAxAxG<4ltgCP(YiZra(ZHB zp)Y=#%;sP3OYbgINqcAQ>M@7N$n)(OJ#8^8&ki3X^|Lp?Ab&4S9t=x*6np!MooLMp%l45o-LFv?R^E2&Y@Z*Z4Ti?yufP(ajpHH7rGG*J%s1QMS)u#)b zNiwU}&Bq+cG3sNQwTuR@F-B#e$fe^v`ghtN`oi1iGRApaOi=pyL``CckzUB&(ABi(JYYz= z7Y4<2o8yRaMtx25w0O<$l^(;`B7*S>ZDMWnNLRELGhUQ}Gvf_Jn85}v&Sk!0F>nl5 z0|%~;b}#hW_N>ho_YmZB{f@;B^yD1k-UsW3&X2@;L8Rz&l#^Zsy&$>%mt+SXfSzZ2Z&Z^>YK-CZWRT*3Rf%t#q7S_^0n{64C zXEuKPsEvThWpyMeA&CpvvmgoCexrG3xPVws8EK%KJF2dYY$8o!U?ECe)>Qpzfyi z`wdO#KT`igTPye8#hjAqv!;i5rXX0iO#h3E4DRb8_ng8hi`9~OBmuL=1#cwJ^UeCK zWD@Ouz1Gr;U+-y0h2J5_uEw%JjUAqG)pR*? zbr~_w|IBS3mk65fL@Z3@by?JF-aQdKlN^ESC@ez(9SPg$L~p`2E)g`{jbunouoPA0 zEdmRAxe=_Caas;2iItK{Rr*IV^OlmOfR0%0R*7ECsR;CM>c8&9Hpj>-PAAN&}Jm> z3Yf9f3>egH4WVMODT=kaKWs|(rO>$`dLNpZ;E);;EBrJIMA;6N@&cQj_V)RXAm}yN z)}&KPgAD<8jK~CB&<$VA5(f;7qt(D>O(TQcF5WTn=5{gOYZA=8$?|W}A>y|Coz)pW z`gy=Wwc7;zW%9TOl(c`|+Y6D+0~&1PKQ6#b>@gq6CZNHF02T>t0qka{j6GXSP{5#$ zdq1V%O;R@R*T^7e-cRo&ol{d)pU$dD9qfY{>-`}*M6i~SCoA~l%wt=^09+tpb4&>Y z4hc8h7;v&J)ksP0>th~xz!Y6H0JylF#C}Vhi`Z?5S*<_WUD8EtX4cXla*VC@J~nc0 z2hGY>CJ}9AQHPwSW`hm0ykoSPRBBNFh2zMB;)GLD6eRb9=mH&J!0r z0!WF(NRyJ@H)bA@Cq}l|5Wu=8&*>`jmu2y4a_UdxjqRRrWRSDm+a&YNa=+rcp~vRl z$L>zZKA6_X*g|=6q9MHVZ5YjomGvcujW^@@kMxK!XhdY;0uBbherAIse$P zkp~TW)*jk4)Gv$QAUw7`j59zC>nYo$7v|(G^T)A0ym6-&xB1xaV1cMU8~L+jN3fAQVb*7(-R7KbX=9~!1RFIh zuu-Ze<(;E(yr*5si}xkSVn^Yn_uD^~^3*I3%5Ki_v8mPX* zsJsgk{#vka&Cg*&Lr9=_$D^3<_;yCY3+M(R%#3=*w;daDv+dVs^fN255oT-9kf-;w zqSF~&$#X(o@E0e0I)_?aPMT+L7^@^sD=TWWHjim=hGHSDO3h|Wcl=C- zWKCQtY2aEd9rzG(D=K8MU-3m*$#jWGf<^|pDH2~LZBbSSptUgGla_SpMJhN2U5(WSL_+QRkvQWMYp^NW&A5k6}i71XyA)c&?CiIIDm6)1@BCWzGpI#fdzTW;4g|x&Yi{J8Wq&I?Hv_vs4K^`6K7f9>x`SbXjH_HR-)==?$dmrD0ZvHJ~|C^$!Hp@kA# zBB+~Kh-ALhN6+aJ*9V(dd?Sb8ei4g)fI!OyjX$v{DUB3Ji%J*&eL7n1zlC_3y{tn% zX#KcXtA9D5pu=r3WmZ%S(DQ-))~y!zmvpgxtXc?0A{LN~Ny0I36 z@D?(qCm?{D5ACO(n)@4ih9?vw=(1VFPB9KXw8Xqt3x80~BT{mBtp^V!@7g?gRtXIv zm=?8Qodz+`y$T-9mfpU?YzhoC6ufU`dp7u`zS)qU$QAUVEnKG+01g#xWR0r`3uJg? z?P7qQ+cq0s>MwaKDd_uHq)vknZa??I{VpMQ`=C!UPJCH^sTK?9epD8;vc(ApA9i@p zs`tyF{)&cIOow15(xP>jgTaP|WQ6#V((&ap(7bnDW%uEW{ar?8VX{g1s!ixvUo$6W3&*VfTFIlc~+d$R@DRd zbBoKyphHKp?mU~7wfCH0wz|_`Lql@pWYUG^$To6v37{tFt)Y%=-pb1)>8&RP-R4C- zvas@I^Hxp)nNWhmK_H_q;m%=}lRU(a7LW_LiUT>FTG@64`po4nDLb z{q%Qq4Hoa7W%E-54FySS=wxAa$z}})A6gQP0R?L$f-Z`)8Fk5&3bO%*qzt#KGfLgF#ZGjR#2Usvia=nYKEoR8I#RYd{9vf*w2h1>!&B399*8z1m zI6Xf@PfgF&=3`d!q1IFlX^*JQGcx; z(Js3uo5kKcDkC`hYGFgq>>z zRd(`!&qx{#s2w4F($;KC`CdrSKa%fNlKqWFM*#oRYM-T}2YI zKo_4UX$p~6HY?pmGXEGiPZB^w0iT=jlRfiJ%Z!_wh@nHrO>0S~gzBAl&7NRup~Xp- zh(-l(G;XRCN(L){EOFB!gFo7OAeC?aEUkwN4i$V>q$#IYv%0AjXM2A8?6_HxC_I$# zczLp?J*boEl>WDxPFZn`i2968vSk4=6-qp&Ha|;Z1?g2)j zH;w2n`i%2{C_I$#NMMqN)0E>Pfr|=WKKo-*_){a}W`9~taJqAFug!eue!Zqq+H^I0 z(HstCUO#3IE=d42t_QNjz8S`NU;zB@-}=@ceM|jcC_~TEnK4;xx9xBl5n!;lU4_+# zjy~$GzE9MjXdf$Gd_0}4FQ>CtvywLsg7+?M!=!O}>(oaDacwU<@r4pr@cF|-Hh0UV zHAE2BZawc5M#t>DJzIzDjz3hLVS~hW7k|IR>8oj8Px1Wqy_mT5Y&#=R;qN|v`UN@`45>U)Oe9bDMA4;?Zjn5Oc?D2FR1WpD^kSc zyjStV4Cv%xgwIj&JIUmB3!?gw?8f4G+ZPRrQ-xRMUp$f@GCiUpdkV8&10fe+ewpNI}&neV$$ZTt;7LNmRVzEi# zs4L^9HO;cIP?;?@aSDiOC)QfqI8B~Als#nSwbL#RK4i4BOZrRYuoLw^gD&Rijf@^V zMEvQ#S}x1e3EhuS7ZdiElP#S_d!{e`QIAT{Z>*3cokUa+C^CJ zCZC_y>Jo$97qhyYf4<*c{A#vdENNh@dS_GpyySF7|4g?QeeJb+wV(rMB!bM9jek2( z0P^v-iF`aL&na7nWn`B%BT@y($tPY;s3Zy$f~wJxdr2iD&3?-#h@k6Uhpzc@X2KK5klzf zvf+OHVois^--Hbr6|{Zd%jSK$V83|u{3&VzjntmZ=mF8Sx2shiIT3JT2JB*k!teDf zd|s{!|8*2eZ@1qEBLYDNeII-J9?W(#SdZ?!n}tOy>FoAPi}OI$hn^~@NYAK&39785 zuiLLF#sWn@@)gnX#>?M4d#t2TySJs?DcjwY-uI{|^w#w&KFN2MrLB0>%L%o9sXi)~ zwslbNq=pvEQ>t+usQQU#!(Tmr{RS4Qtiznxm+UsOO68)W3r&%`NOwvK)k9#zp(Phg{ z@bs0QA4O?|6ncNrt@n4d{P46YH0A$9Y3~e`1e-9Bkj8{zvHj>2SS&@gJf0FNW*=#eam} zUs%1dKB({dRa5`ee4Cn}V~X?jL3?RY=e`?>cqeXfsKXJ6;67##H8v(!ElrFG%KY*8 zul4xtfsS6(Ggh6Y3p1C=Y?x;}-a!U^A9;E7KG89iDU&Rz^!M1KG|=Ra#=XQFe*!Jf zXgtOOMSh*o_ltH9C3)1zQzt~U(EKy6Wc9~AqdG474_R7%881|S;HiGrtN`eWLQfca zCzT|-Ao{&ALIOQlAi=zxn{>ZM94x37hvF7l?AON#rG8DucWTE3?buyT$+AbN$x#|; zN|mP46fs!d(sW29dRE2mV#7P}`Smm;eR|Z|_tEX+kU&q$hm01r@7lXqI8SQ;A7V7n zJ3EqR z9jS{A3fn%InFv)q)pC8dAxBeN1LkzGJ1fSqeXukO6t!g-P3yOAW6Ll}0zL2BIu|BY zmSX0S>~HC+bqNY+!Jdw4bGq5-jUCnGnfkL@AbF}bdQ`O0WIa8jlH(hh517+-u-Qn+ z`S&y@l-mAO*H_i-)pAO2oX>a^Jzzb?K^JRvSfSR=bvt-|9#@-1c~*MUe+R5eJIPQ#xwSi~4}^rvoq7>Ci&2ZQ~q3U$5#d`GNa@QImr#l?q0v zltj*&`n_}lYs>e$9yfBfoKSlGWwCxadANT0#lBpst2^fU5^PpqzUUuuY7}j)1RnT4 zj{k1o2n}yD5F7{YWB1UZRCk{waC2_sqznF`nRHg7>b^t0|}3OByuu?QDXhnCWaY zRB*o==Z@L@%Q4wD-sDnZikqf%y()Yem^&pB4EmvR7UKW$z(f`oQ z`)n}@cR2oCzX3FcjsQ_KaNYKP)xG}JcJ1FjBk;5&ql?+YtKR%!u`UCz#su%3Fu(dS z$Dl10Tu#=N;T9Ck*F$D{T9Y655=8bcQjG_`TXDXk;_*vx@mn9If&^>CzUw)yeXI-b zAjwGkwxD2+0Q#N1K!$OQ%SdwxA~644|Y3y6ZNand!(!v+5buZr1=syLhcj{f@( z#ie?ii*D9auaVO`k@N$P$%5`U08OvB7ac-A!FNi?Z)eMW;YiW1Mh0R8S6Tuz5R+zr zpj-Hsc3INPa^I-SlJo&Xep!;l@f#yB5g{swZv@1Pf?kQ|bIp?Y(n;H3g7jKIx-AOc zZI*PeIw>_G2yeeCPEV`ND?Ob~H&Is`I%Ho>f;Be5-CzzvHE&N@`RWr9lMa zN3ZI0n!`JrG@Ib+iF-hKH2*?T21k z6)b4!h!vP%-O9ps=>RrF{0v{!<%(W^qV=MR?);zp?&OzWHk-<@^+T6s0N^kk zsm8AkB81$Z0!s9C9R^Ur&IV8%uD0QW*dGF^SFGvdumTrce+T%(gf?6d`590`ktfC% zw99PyCFFuVRKV>~=aI-|QT?9Ijx7r$kahF*qEc7nJe|#7P&HAeIo+R~d3(E+H_P#@1~Fu{6@TSMzwZ1$&K116ZdN}JdP?czNP zjXa*W0R^w;QCiyBax>$7L@K=VoqD z!F(f<=Ow*O%xDGU=AH~|NN~oyIb!DVUe$nh@kWe1p4YSS6>ejF(;2g`VAdsVUjv6c zUTqToX00j>MdOA4zPe!6B|^sWz=j%Qe@(>xVKpX(3g)|hJ{2=9FP6chF@h=euKY4w zuwV1p!!o_!zueeG%S$!Lt!jdgkz0m~+y?A>?Oc)8cBHKtZXbKt>gHkRE$_R2NjDlJ zt*>AMTUUv5VB|i3^>7mNdeYlb>f5;*0b;`2UP&;4D1g5zVrK1iA-g1nCb5z3=O zl#hxTU6smv)PhrX!0eIb5J1j7e2T(q%I@P*SoL$V~v6dS-^EU zi^YbBPwVCHQ+(Sg$a5jVIu&5$lALON7hgA) zQ8RJzASY=on?{K#i2}nWHmbx@d8Qazr4!JQV5@XAo$swft8@|^GHj?%rSz;ZG}L#% zLyB#SowUs#6BTD@Tii(iIp2-AXduV4j$kPjs3~WSQ9x2qYp4rxoLa+xK_Ao_Hog!o}Zu&o7< zA}I3&Mj8e>Cx z1Rhdu!JAZ{XQBFFPiEVRx@?B^4kdH0u{J(L1@TQwOq>&1W~5CN_b=#lE#s9;pGSFp zP|#jyv~-4VT?8FZ$qGf1w1ouaZAR&aO}>3hGUbw_<*-R=ZDEz+ywnaXs9VQUML|bu z>BYt`inEP3SRd?I0V;@ZFmspn2|0F9#FEv%q^%uHkaD+LZ>p8v0?vGSlv}lspyU0~!k;bqP`MkZ=dq!-rbze!VQ$ zeCz)Ky%<2HH8l7T@orRv-oWdd;(%d$zYNO&A>V_LE#2_f%!LFzw@+=p`*|B6oT(}5&zzh{IC5GdR zqgoc-OI8$ZU{wbOnN5>Hn4XI47UpkL6>P5@rA_fc zo}OUombW8QGusI^tB%sA2_aCA^V0$;=rC=<*fywK6&GanR0h)-X3CBkL>fAX>j@&^ zJ)_4AB8Cmpdg>`9=Hcy_^;DBVSWiVzX@ekg%!*(M4-oi9YpN2+YHCl>(%E4?B0Xl& zYBE?(_u|qaWHozHG>tZ^uxCeX^<7TL>HWUS5i1GfY-H{~`!_+6 zD@z8k@YqFeNe{3n^(X?@Jhnx_37G=V)D5M(ckYM{pDuMx2!VnEw~eJM^4JA#Ng-4Z z#*^)g&X~Cq)m6DTawIa02S^OhVINx}Kbf7dqB5VonlreE;207^Mp!WsE7=E;tx?CQ z*)dMYOw?@m6ZIx6Yq*b5vjaj16xeaGnFlvl9ovrJgv`Vc-p!Uj^KpzJyw3-Ddednb zcD&?M@6F`m2yrJu36Y7;t^38cWS)48&aFoWae|OT_s~|n3wi92V;CVZ(FnR3(jWN6 ze2hjgN(!Ng%JNT79zSg^$`69~F)EAC2YCrUY?GfA-d*#@@I#Ld;u7&trKa_Vr2UQ& z4`ZB=nFu)ilfaJ02sjZ+i2PxEWXQizcV15Ed6M;xPfaY35FFFYkUUY6b$_j@_0rN# z{fqgB3GL!hM=c%{^JR0H0E?FY+^=|hsg|pD6T2vJ02L(us7vDg3%Y=HPSZlpYw%2@ zV8%x*GD-%SI$EZ(*K941Sy6CzhFqZO0fI&(?Ll!i+b{9%DzjZqX&w!vbrvrF=AmBr zWCC**Zj=l%JF7`E3-l(cNrVa#f6`S=9?~u-)$cx`yY=Z_ML38%C=|3gVn0mKLF$it zq|%0U)d5c#RIqYzh|&lfg#KBN(55(I<`ld|dWcAm2?BrGBT#LWtLc<=(w2gL&>=FT zd=T4X&0V>>Oci-vYx+zO`14L{(pqyxS8zV0$H8}(Pj$!gJ~igv*(^bqLvGMCB_#h$ zF8Nt;7IRd==zE}GhY)i0Dq*UT{AICIR|T>NFWB-URtJ2D`9YWMDDjtTy7BHlUCZe& zMhjjeJVX@Zfw<0w@v9B(2BKX+Gquq)R;W1}#wZzN>Mn1pKMCzK%d`_@$Uo6X@Lx>)zb_!9iyD>3>&1Q#*(F_pui>@jVJ>3`cHo<^jt}%9` z5TuaZ8AeWy97cc-F`c~`N=z;=TeYo*e_u|{-b|bgLOa_EiYL{suaB6stw<6=ZfD;{ ze;w($xjovPeVY^?#CFC({jt}BbA{%NgE20M{PV8bu0M?S-(0DJ8Ax$ePcw=H|AuaO zp=U4`rfQ|yn4E&sj1a76(^3KcH+Aud4l0!A>j%#tuplqENmp!D&H`bbvlIWcTBgjG za|*ztfi&GZ*R$7?lh6O@A#Q|K=Ys8Dn5_h@vvP9E z-Z&zdUl^j$rGvyi8`3vTG-jT4BpW(x5U58U-8O6ldPnvIP1-;swtNt&o3w6`PwAfb z@--dp+xop4;rf6JFY!mRCFg`#J^SUNdDVu3?xvd2Wt6|Wpgk0NN`#fY;5F4DhKh%f1nrj1V&WLRYQ6ibdBWg)YVik$R@FtH>RZUW66& z7YCI&XN1t+%A`Ky5zp<7AFDEjtPrfXEx4AYu52?ppRAqf9_FBe@r}r)DK3Z$irx7@ zU0ujW3ru3JV((^z&>$q4G0d}~-YnHE?sRxe{lWYz)0rzIbrM3R-d*n&_QR^$R48u! zVh0l^7%Yg&IYI+Tf&a0zXSBq%)c?YCnpJDRn^wi(G|KRiIpC6?-Q(O?IXKOp` zM&hWtGiic#sv%};m>?_|-*`FEZDMG*T;rQG8wB|s$$x~bqXR8C1gxZWl z@z!2fQ>%H0$Hn^GdtCQ`a%~`4HSJ-7GV5@u^m=-ZIotsOBM3ciz*>FLf-Wk-bPP<2}xDV)b9;T5oLaA*vT04HZ zp3|ATg6<1W@AMQbCCjREiVXT9_(<^0P*w@|2JI>?NcOs?hGrDs zWR2l;(AZOB=p)~I-RYsD)R+h-)b`XE`tr@y7?(`0&pNSd#-r3|(r3x!`m7Vb34NBV zLtit+uiBUUo8^AB{%XHE9d@5af5b_VL7yFVwr!yE$>WkPWen9FFw@Z;593tO78$KL zA6Qp#%Qf5BE=DBNWnJLdx-1cNMMhC{n&p`puWN6keVKMyob_n3jiR~;p)(Tm*k|p8 zFw>YVrliQAug{KrBA97BjvYNh=!~?+ENkuzCsUcN|C*+Q#>mVO`zZEoNVb`yC=--L zA|FdnTRFFMb$LZ7|4$im5>ug{KNMR!|}BSaR`=n+C^XJk>IIg47%6ORyCd^%|Cj4brg8;UFr z6O={zEp5f3^r~;+ZCTIOZ;25>S7*c{U2iJlxm3`mF0`$-^T~W!QXrXpQLbmz=zHsO#vY1G>fYa#h6aAUNg2!6J6>@%v;% zY>`!lXAQOF?^wgUo=r~r`f^h1X^@FJYW<|xU2GP7CR-MU9PEg3dgx#)6)GK|$X6>Z z@K?o>KPxUoFFj|QI3z_JuI46fKs_EH&9lrY|yUk#j z?vQz?bh^Woj?v9|M0_LCEieZXbR7?ai^f}KEZOKg4Yw8=&O^_As=$bB?E%Ew1B&*>sGvsH824qJa z0d!nI2DSEAu2*j?7n&O4|8j_UI=}7pSl4e%z2Sy@b>N)a-n0*REy^7&k?nUXh3%Uh8JfSRIDv? zvr=UUeuwfS8&|$5w`X+Zee!g+yP*50s7J}WFkkeG1B7;I{KdtKla=*!QS!4XqsSUO zkX>a;=tq@J*6`mSlQjS)=%`=rXKox_0|>fnEO&p{l(f6v+cNoJO!h1y2;XLeG?~3- zw*0#>WEu@bHyDvx@tdB~#u@IFkH*kBm>|6#k_MNKJRHr*ZqC1DDKCFtZq=m_6MZM{ zmah>A9^3*DuYUn5@@icNwDh!{cj?Pe*WrjDv?Yq4={gs6gqAtb&=U1AL3;a}Ca`%4 z{JYEruk!(k**5|U>L93EtDc#7kqQ`pcdO`V@;pyI8n|xzTxthK zq{Jk>tR$m@3EpcyZ)nfY54NY1Np8`1zo9!o)o5$-d-{X!?dUgDP1Ine_(Z@8Fyo&1 zTNE1ky%Q>k_qYCGJbw!e_S+%*dK1aKq!W+qCNghv8}9wT{h!;*ztTypnE{bhfq=Nr8ay{k=7urSEt|M6(H^rlFDelV)R0OWuAit@^wWo`{q5Fbb7rrO~+E4PP*sL3!)%Xiw%mszFH6(w;D z6mt?p9_J#1m)&|+?X+6;_Mp$=CP=j~ZX5@>FGtJE>G5Q?v%EO6_j>Kr>d)K5W|K(@ z28EXNuMWw2cdY`f_$*>Yx6!RL69iqz5+-Oo^uLJc_Xjm9G0XzNc%y^`Rsc5KR{Lb> z%5J)CqT6e5?+faKJhb+C{+D4v<4*DUaDV9KUr8+t6Fm_FgUY>JrB<)jTf6lh^P(X4 z<^Zmf<3gpq`fhJn>Al>NQjUXC;kmtDqgLTM>7KJNsNBsX{-;Vih>oD=n}_F)0}VR2 z^56Yw*yM5fukWs@^T3{nLd6u?yc}<$Kqx2_<)u~WRS#IgrqqdA`l^nB$;S1kB(pjCM9WOSL0j*j?BMS9N5adD+!?sGFGjf2vIJcpjs(YDuN ztOToSIf7?$2e?kniP``7mtXwNFVsJO{{O!J#V`JIQ&|?t>&NGM3lVE4ekW+`bTAVu zOF&FMHb|OVVNl7?+lML!u%G1EKQr#XB^XQGKj&a;?{viX#-!M*7@ocK(dPDQ2*5Xt zBfK|QCG!xzdkF!kb;4?N!JM1o1jPXM6E)^NUheF6T8t~2DbOKJ7Aq(q-zv!2F7HYG zhag87pa)l=7{9qKK7qi$>)1aW?0xrp<{wEWP9Et)*A0UeX>>W8QglUZF-Ni9Pi!Xx#ADZd6IF++8ptR+;@LZQzl>+-zD`0n`$mN zKwqbg11A%27p|z5<6uhx_R;a;a=zMW)dvTiTDD8GdwY#OcblXery<5)Q6A*(Gr4N- zWtY$NNJjK)vUAo7my6^LjjN=a=Q>|cf45; z$+AzVpfSKdWcc>5Rqr*b%ukYR92Ef!QjWXYok1`=oaQc&A|m}kuhHJ;v)*YUAVK8L z@daJ;zTBx)``PYppG!!}qX}-ZmWP7IU00*osXk+gBI)w15z(xuN~hA}H%)J#qFGR3 z{_5{;&0h)?*XZvucWsa+eL}6#*j_v+3q>^sb>5lYARY<@jeBn1qE(uD`G#vv<}xto z+;?=U&vt|SC8_7*LZCs(jZv-A>vaxU`b+AtxR8ZKb?W;)FMT%9F)--3o~tz~YBH8Z zDBW|QLCN*pe*K4`*NCOZ$ikrG)@KLJhS!p%*EEI&71wXgit0nRx8yg_pyc|kxy>AB zVNsoJrccwrp!2{ftIcM$(`zRzxy8#+j*DvbwyOmkwA{9*xxM;SqoCpDh4wbn$ikp= z%SoedgJo>VG)_Eq2n4=cdb&;Oi4J)amtO0D1|>IDx=l|ey_M4_Xt=4;+hz&1FzC2( z>1{8EX%sZvl<$AHrIaU7l>c;F{HJmLzio^EZ*l$~x5fWs&Ue$ePhEbdke**P3TePK zw$_8CPI9~lOJ8g+9&38A)O+4mPh6v-zS`c1f;8ei@xB@cxCh!dNOOgX$76fxLH6bv zZp+@M9ualE_E}scQ_bvh`Svc0~(g+a&l+i<%*q8u01LKnu( zZ|P|?1P)qmPyG27d*X%#mE3zY@iwR)RC;}Hl$jVK7Z=eQ(4^1qa8TzpTe4PxgVt^I z!DxcH(dM%idpuXA=3ET|zesOd+hI*uYI-XU=!J*cot{6LpXwot zf<|8VX5AhwN>sU%5@$hjR;bdWo$XZfGGC>tfCZHz&-NPo2RtUJdDf7iP}EfYL8TpR zrB0li%5oTVihM<<0hq5+^OfR&o{y?C+L5QbUpze$N7W7uN`=2D)d!8LS6`+2D~I_y z)X)xSb($J@=Cm{&2L>H@&VE%L^!N%}n&(^^lu*~(@A?M~ul`D_>lqGOk8P`EzMN)N zs*Ru3c|$L_A;D7IMI@gH#cw=CDoMLdIu{ZV795|uLf8XC-;Z&(SMT??8ezK460V4Aj)bP~W$KA`-;0+$F!a&->OKohuo|`5vpSuU+{TQz z1x5K!neWqTOU(~wyw%6Me0x(mpFpr5C0+BWD(-hHRi0bZN;>C34Sjw6ZJkdaruFqf zf&xmo{=8SO@R^mg5?-*Nf-#={W>DG2oNkVShMRM%+se5Fit@LWbE`$pMeC~~R;{$F zb>8VtYZVlTUA^$3deI2d2?!@owk_8VUss*H2#Mk)GC0 z-NE?0$ZfzcN}TJXV09$jM{Iq>je~dEAw3QRLK?Vnpi2&T7d<@=8U+ov?(=UNO0Ss| z2?}m6szno#G)cmWU3xDHG$^sSG3UOr=`qnLXt;T}(^Y2#c^jUdhe3mq>$C0_ zeP&ot!F-tNSkqko^9JQ*mdn!S!x#=)EJk!hh%a8H=K{KMiC9o^a{f|nL0_Su;ii8-GIf`p{-8n0t*`s)enEdKD!snWanN$} z0Db9AMy2Ng!-5L;T{s=JiSPJ)l-n!pdy_@!y+TDoT(|-s%xt1ij0D{B->0>8ZzEHB z`L{5{gq6(t)<)ocg^Fu<(=8j6%(^q*!t!u19kM|lUOOMs-(xj$`uLAP@Dz(hFd?!* zEZB?)QwgRlHc(-67F@-jwAe(&owZ;k(VMo|pd>o;7AzjY#KH#gU^5G>zQ-_k^Zn_n zf8GZ!n#)@LaC3tgX;xGv7;tW&!bY6TZx~u_$#1|RM(${!A00%cj|K`J)L08(hCXh* zHfRC(ILe*V>hs0B4eGRFp8+dB!9Z<;e85I(EFbjh;gDv7{t|G}lnDnl8>GzoQB6PG z0=$V1>z%Wl*6VL?tkE|x_>JX+U>LALPGI8zmJ|BJK1~quMcfT?0&s{C>pg96<&%bj z#mXo18f|dq6CE3PO|uXa);o_lZG+yqr9sK{SrDD{-XM#OTc-{AicET)Mj*ri``Oju zEyh8`Refbf63L7;jRFJfQvNFGJ4E@Ihjqp2NTlL*rh=Ud3Llso=oT# zA083;-fI)y-GN;Y<667kW}3~l6cJj;yT*!Lp7fHNP)+)*ixvT)#63t;4Q#Nnd8`x> zT0B-&-Urw`Rs@6+k5$dvytR3(6mgvv-y*mTtzxgBAFrodPOX}=d(7AR-PW~!x6X%K zFIzRIYM;kZK@dS+L!g~9MEvJ?uuF>l7x#`V4SSR8dtv=t9 zwFNCAuF)FsO{H7VBH}tN{u0kNw2F0dUhnSl`J~NrApsF9Pifoj)?U$WaV76^z|G@C zz<8Xz0seXsAKX0B=inu0Le3Z6@SQVo+FIIzX z*XeyCB37Q(aNBKFpNMO;UT%Ag&?jPC%b)7lJZHEw9=r^D`&2g183aVExYBdpVcJ}Y zfKd9vj_J+Nk8TcMEoNux?TaPr5DFgmWT0?p%+OHB`QWJujPXB{mZzaB>Jy=ebs0O; zz?9O~Wk7<$1NCI*@!4ppE((5jn5jqln2g{>SQnvV<$eHWRIt_P_x)?0HWdUDf_KT9 z@oI8DRu|U4^iS3ZW^3~Bh#RLxbQR4K#b9BBlJ)wWmL%fU8;*uqoU}8=MHBs?F zkob&V>6o04&UOxHmkGVgNGAwh44!*uk|gP5F-C0-6QU29=-_~MBh*TFvB3xx0fgLL z{8T+-Q1`d+3RVRWo=N4fs0^)k@e$r8G8z`jG};s!Zxe5_3}BGChe(q`Rv%E#WSLJ= zm||I?ph4(9gnAvClFokny*K|XSbYG2rH_My)Fb@Rd{?bEXdam#9TimSfJD?lgrFC< z;2hItabsth9>6RUx4mY^yWmQ&)Cxo-W`>7&<+X+pJE%1GvLJG)wT92UN|Y`W;+?oH zh-xN8y)2_+>SfT)vJ8k2%quJ722U%sc;_(4JUp4uvrd;Q{i^YfdQfI|#2>nnND;&2 zl^6_CpE0S^$zr+6&L-YF+>+cGRdaX{e4qpy^f1ff;&?@?HanxmD^__4)&LbEkDAYd zkdB%6|Ve4eeyqvI8m6}(Kn z)~6m8@9F#c9Ymz+`p_f#$8i&E(iifnWG(IiD>js&w%2 zl%z6SmwO5#;`o&>x}==5T8716Qf;r3b(s+UTnTp(L#p4-vPk9;3|Lv7jRGP0HJ7AE zud_9>`|p0RYK^Q1g|ru2^($4uPG>CdrpML+LQ=OMg+C&4W!sMc2B}Y!Gmfd&nax>z z1WzV1H(CV4z8)?8#-S|MB7nWEHEGsjc219{@!CUhy$!RN(7*tHGsjc=#@r#;?GVBh z1ZeGNk{thh%)ki_Q3zl^wHBW)#@ri%$0>b-HNyx0d340Uv<0zf z=P=0JgUnu~(aiQLeLe#%nU#p?6f_9^3PO#2x-hq%)nBMoH7{QdNSmc+wnF) z$lXM|`_CGD;Zib-9m_u&1pGgY&qtFp>gG>ZQ8nXd}>^9gQf{;BpeFRH!WIqk@$L#U}O}s4F>SLfY)kt z?SX&sh+v<5L?A~&IL2m&YvyOkPml#|MV zrbN(uZ(J(6*boPwlinUb#gpW7gMr<*tk3DwR-ac6f@2(^%Pj|Z$K!lUeX3iEee{my zy&w3(Y^vpo1IrzJ-+Ou>6|XqJ=ZU&U158#{(-Ku<0METX?DJBT=5<8@`i{*n=HdtM zifqBAmN3WUBuKzD)q{rjGEtIi3?_v4yk+7p@rk7LaA6Qa=cLx*c{izZq96e0Y0w$eI=rq+O9R6J z9@RzdhoMJLD$xex!|4VLZ(b@1ZZJN4uQK#nm?XHt0FJt7Z!3L%O#vFY{-D#R6!q@$ zP0IB-2@=Tl>Wd*&50xt4hMkn_T^NMmrbeyDvwc#PttmhwV>X(7ugoSTufYI*&$h#j zHofsh&vSUMdJ48fge|edf=uq7_FxPBH@dp6=)dLeX+QU#kV}STs-EkE4n2zNjdPQ_PA&{WC|vDu$~38PSq|_>i*`NiWG1BrKoCG$ z(C6X!Gbt@{5+u+|qc38;*rZ;X!-5P7TzfkO&R_y~r_$!VsiXqe))>I^Jk;48(g|w! za<8;JWH`X*j_Fjr!>Nh3D-7U;?KOH>XdAX`4)BHTwK`ueNVHvHLO4AN!c0$uD-7U; zV}e#aF;O)K_`)$w?^2ya+Z6`z!uFtjNwl3cFoo?c@5YTp+Z6`3J8*9*KNU`x5Ka}) zHgb%@gz)Y&z6g_rw$9pfG@=w?@l*d|;T= zThkPv9lO0TeyZJ(K|U$Iog@ z9@)tvN`E@yNq52ag2Wb__z5SDJRV}>BzWInGe}Kv4T6B#W#&^M{L)V)k*A$>J0`58+Slp3C(g@gvK`4(y zqs!Zdq`cHs6rfSabeDzsKdF!z4B)8n^r!J1LrE2$$AcX5lm2?}((_ePxhPN&fx~{- z8+xyjB{|Gse0Z4`q-;e zlj@_K1PQbWG)oh_Hj~sQ00aS)<6g&`gGegJngTT3(?1x7(^yIF$w`nvX;yuJ!4^xi z$AcUST3^>!ZoQgR77PY(q(r~xE%+v-gr)$U+udtzW6GniF#&u~@rDU$PSF^^k^lRH zUf}bj{0|TW;PpYndtxcc>zV>I^1u49)*14lcT)b(NsvHuPeXfpA?PLTGvXu7q~_j* zK?oJ~;Kg9q+gO)WlUk0CA6Dtr?=7q*Sx$g&R|a0;O0s@vIKZQL(S|Ya#=)c#U@(AV zD1O)(Hfy_0f7FyT6n9vVK{7D?uo$wZVMTWKxd2KeuI=kR*)d^ z;rQptigg|Y2RrHT4xQwmuI#-V8Uf(F)76}=z}gv|on=~X$>@SYYXSObLI{J-!&k>U zwfgRGpKiixsyC#9vArPo5JSsESx~x_e@o?;FHH*e&;=420`}dUt=@U4cs*P}`3>;k zK;d?wFsKZ84Jyd~AzxEKf1J~Y?RDuOIA;;4a2nKZ((mXv_SwG<2|=#1+K4uyiHGc5iX zokhTq|0eRQR~MrNmE7_8gvC>E*cq^O`VJWe{0d=?&PH#>Pma`Ge_5@uPyPKYScey! z%mt2_u#OEQ@2kQ zwA(D@T`Gh>%X13VeLF{V^~IZPIr%HE?gS^%bIj`e>^J!z9uuOUvmcyHUeV1Gp{n5g zWzGpyT_|L~R;6Kwjxp2iOmtDJ>Y~kOlj-V7a9hR?g2K&Mrkt^lJUoo}oExF7xumnH zynz(lCBZon0~|EOAB2IvXAO%agRxjfbk#@S=Mz(&)0L~AGV)llsJAh|$bG7b(>*Xh!lF}2OC!WPW&c++{H0DDhgUpL-SLq{6C zH@rzC!Hk{-X!}DLbne)%st1)`<{#@2q((#~M?vE@G&*!t*4ytWm{5&LSP~TSSoGS} zm$V?m5+gAdKtbcCwWF5pwfM@5pmP+7gW-SB{4$`3NK^d}3{&Mu@pbkXIwt zD+G3_7 z=}MqM$w{9!y^!5&@O{q7=>r&aP_s~M^vw47`~;G;bD zDz(N7)w;0yE3G^hEU3UwgM$vOm-6j~X?_9;3TQ#XIwh?I;q?jflm0ZTw7UFUa$0_J zV2B0$^pe_gKe^NV1QHY|yHWL-Saj& zlm+YX;N8&QOs1zSV+xi=J)$CT=5#dOkf{h@Ue|i_2}3?D9dQDHXkxw^T`*+%m@5L9 zkI(7Vv(@EXFBqJk(@XXG52heksVFEW$>LCmepdW^Jf+!ks?wHp*Xo?93TAN&jHk+} zkiA>{elne`yhUfh(6HHGt37!Kf5MBfeBINF$Q|_Qu+uHN2G91t;uQu-!O6n>_FhU^qK>Ax^H&VYj1RgJ3OFst#Dtc~JO{hPnIo zAf*I7`k3nq7?hlPr`-u^w!}KYlAz(_gmx$QsoSGW%n1$+S}Z=jmNyVej*liqHG&o= zSwoYcaj(b$>Z}p%8)X?yFqVj=KTuF{yhUe%{F@gOV`51$4LYOqoYw)V8ioW7Cx_8p zcSE`iqT!`{Vh(d?(0W{?Ouw@?$U1v_bj1RXmEiPREO{6YdXEadVY?{6Zt;wKCj#fv@>HD@*!r?lQPZ$2mD*-%Zb{~v^;)IZ%DB0E3w}MHUlXJ0{;&9 z&yjRE`i`SR`YVztwJmIcR*Bzee$whm$> zD3FKnd3)Et!ARsG9o&;JC}`YuHF~~?qy~w`qrIzHP;q<}Xe9fJDLB3ww*6=%`^umY zi%0ZIvf4+M(M-we_;p5)M=rCB<=ZPJycXlr@j_+vZ`HFz=d`o;%*E>*IBUpL1h4}1e)Y015ZVLhXw)IJW(CPY45o}-ZoC1nZAM`3)po7BcwD?QUm^Hmu zeahNiP(c4wdq#iGJ86Ogh0HA$0q*^rOIz=%`?M{y^c-G*FGx_iw9YZ>6$bpfuJ?nj0cGnl>jlk;DyT!q ztRYBL&>SeR95nPc$tC(oVZbkZ)Nkw`(5%A7F#so`@Us8B?_Fe=;v>2oPII78_-JsT z-hyILNb!-yfM3)>&-s>vlsbqI;HuJ9-=ns+N&8B?3$4qQE|&tj@{0PL2GHRd_;Oxh z81PljQD0DsR=NiXt1J{=cS{2f6m$$;Wc1|Epi1e==hRBZz{P-nQz_FI9lFAn-=rfr z`0HAqGeA~-93rb5T4_TA%a7&yAr1s=l^f~fM#m?Y%Z)h#T zZ?rq~WQ2F8M`>>W0(NdSO-J#UB{wct_)VH1hYCko46oo*!)6E zmfpf%>HK04;C@Wfd*MWjU@wkivju>8T{FGH^4+_4_b{SUR*a1UI*7y)uB?q302@Ei zHV%RrCc%y&W~L!<>TqMKA%LoS1^d1Bnr=tA-X7;bL6vR&O=JzMT_{4NDAZVz*6CF{fd0KDC zQLgWlBfwRC2z&IMm4R}72oOLu*6udi{wboe)>;I(YGgpC#ivZW88NIp`OqZ8UGcZ857I&)tGXSM6HVAOlo8(*^*sQK!v(qWLGwqc-tB+mo}z*RZ(fKLBL+)gI?{BPmGoIfd+tSYK-2-HHIO8 zs=8kt8qh}fTbAp7F%0;|!~KJe>raaSS9R-1kQNvQS+nunTX`?nt>YXhm^!cjvK74H zRkqFp17wpsf`lxaJ2U`HQ(vfgy$;>d!Yib*^+iDe-B>)Rzu*;7S&KCQOyl1HO=tQK ze3tbu7$BRHGU(C0t{Zh~4FOb>lMj0v*A*54u4+wad77qEqDyk+S`!ZhjmJu(({H@U z_S7LObr2`m6fD?WO%yE6#b{7_#MRog2uMp2EGY!rLgQk9K}$`{IkwQ({&9hF6LTSJ zjZ&mBN>=h(rO$bs)>O`djn#1%Iy}V9%OCkhZ+BWGIe+9ds1<3}?^X`mYCz{@j}%Y3 zEGRw5J!!tJ4ZBZRJ``;K3!Lbn*6DO;oW3O;je?G@D|!tYtW|o4jdr%n*QZO?6&wT& zojT4}R4WY|EHWiiCtyKI=Q`(GT2ZUk`+Pf5$y^tqK~2|6&i9c`Ath_25C$#Pw$Zll zPS)M;@eO3<+O~oLvg)syPb1DM*I#28@N>&IT!7Z_U;&zrLwL8&ms@}~;bE(4k-J%q zF01jLqA1sU&k>y4?i^OUfmd0sMS!b)ORc=(@@p$f=8Bxb$?6R@f8bx13fOf_!l4QMBI ztzPfa^d`5r+_;5vprA$q`kVb`XV*JiRBj~TQb1RESbyHE{K!Wc<#JlV09nmRm`~Le znykSoHz(mhz|OtirVI3%b?-1#g4c5n6mqY(JI#)_*D%5BmIAt}>2$QH@?f4RS0m*J zaJA15_hJhRC4F8%z}7j1J`U%POXifE;gb&<)XFe-lqVYo$nZy`?l12TulCnzNO1|q z{Uy^72-vK)s`RprwyNmh;HjM4uO850&fVaRr*b*jrGTzHY(C#>cy~9I^RNR6*^Qd_ zfLaP$L%=S)(izZ7F>o=t|uI$K~3dE`#q0Hxty3I zz`d7q`)U@d=H2X9ZggVkIS3ls_ImwURvm6+I}qTi+N!TURGV{I>Xxfh3I@oz#hWeN zYOq3pn_GO)@iKdY#hL+fZn1y)S;_pN+^G=Y>axF=wKlF@`vt^f)1?(O7~peFCCmOE z^{x#BY+d%%$F)ZPS%df7OO}0y0=nwEQiOtLpr*)j#DRjEiO9c+PL7tFi3nLxQaST5ezvh(?r|VstMomLoIEU-z929vZK$WW zgjsD>l4=PaH5l@grm``Qs!tAa`p}(HELWf82w1CXz{6piP99dh^`CMzV8H-c^{Eaw z>r?6A;Hg=g7nQ-Fm+1{6ynZS-Yr`<$tI}@1=+(PTatF&3<;o)GK;d4lpxzP-ZcH!N zwi}5Y1P$f&7n^xq2M14$-$!Sw<(S_*SZ@4o0bnXm(-roo%he)N&-E-f@HFQ@L0Nr# zu{fD57`mL*767KIgXoo}IbGGspykRn2%P$MdU1BP5!Db}>UjEgvY3^=u9ISk^(hcQ zRdta4?1&j#t`5o(;HuQ38zeT%V-^6WO0BcWbnHXRr4|UFs?rra6;|#@gANX!iuruB zVLr70F#k?7=|0%y#aumTw9GE16ZPI!rta7b%bVcQEfA40R2jGm4^vcyr+%vnX{4l= ztMEJ!G*m*XuQp3)5J0^~RG;|UQb$)*Xwbe;G^EDSB|VXqp=`NL`4zWK&`mLm(c7FE-#mBib}ce2j@WHv-#xs z&Dl7AttUTx=jK5{tSm<7!*xhs^MFpkt4CzFs2L!k`GB6YUh1df=rNQmvV&TX8*_w- zWdsPdyZKL*+KU#Sbr(!H<>5mqMT5?*`D{7)8SO7C%7V;c0viR!0sh0kTx|TTxJKl_ z1wBB-%%qxYHDCVwx8I)3j;YSRT)m!6cV>%M-#+~o)f$+}tLvk>LtZ2@4ayu&wvl#6$9i-{r)Hz>!$JQseVNbN?ImJb~M4e=qV_-&&043w6=os7L?7kb*840^8WTB$#?152Eh$ zn)H<6fF9vwDuO+3Il;=92UZ;(v>xWav|7PM$%0Gmb4FB+T?YRk|1I>oJTD5G@*EMD zBjDQD1?w0a$4(QW_b4~b#%?coV_wi5%OTPD86*@x%YSSYpV6N6p?9;G;4OA8cpK*;O@!WK zKc3VS_`AUc&$s84Xe=!gnnBKOt9^&eu^Z=HgM?z})vkAA*XCYTMCb)E44t}h3=I;B zL0#ALwsCG;*C`;>f?U%ZsO^R<2{+C)mU)F{a29S0n(P|6AfEl*ppxBK(=rjyFY~fw zYaY6{O&vP+ueixQHwJv)-ex(dU_#UJslKNt+oioO+lr$@gr3t@ns2KIjb^RqZNT54 zt@NnS4dU6aH}|$1PfdiLla|J!$OiTe(vmTu`EWTtqiNCEg6@`kP7gBBi!5;tZpx4ZHDT2>3Z5T^RNi+?{D6T<5 z^MR{bjpzv;gRqD|4>)Muw?CvOCF$V_HH*n}sbHEfBIVN7D3L4qdAZ zMS{YeA`ZF)F&_!eSj8h@P|&#LXm~Gk2o~ekC=dvICmpH>O};Nb*-M%P1t$h{2Ridn zatss*d^ZMk!jlQ4$3T&w;KX3B%Lj(ZF;Jig|G>L>JDIOQ5k6hl&K#7?SD+Z*OMrB~ z<9{cG)m8B<0?8??Nr-`?&~120oUEWp5ruwz|M_;}ph-};ThtW&!Lz+4FA0J@gYnA3 zvY_I4YT#coo9rn~iYN^Gz3;Z;DNTwiJlUGUle|PYEdw1`_0H)fw+se_SUBmOg?Cyf zr?+K6#Yyk1wzs9Sr%5pdTCLhnYGjH81@r}}hoE+52iKvc_0U{eOlcUoW+q(;G$>JD za5dhkx7DS!*^n+H&iejqSEAlDL2O?-hJzZlfb?~@SKn*A@aCRHeL<#@V?d`oMnBMz z*!5RC1uNw`bPLihzq@&$Xi%R>lclQCPCp2SNJ_k4@t|hR^s=0ia4IZrVrZ?bcqXhRFSb$eL0E3QG0(&*SRGVBv6bO7LJ!q|*FJdRBhbBS6 z$yLw$9q(s zyH!4Cot82nK>;O2eNJyO5BNNMT1hEbF_k}k_s6GyWDZMLF)XNjZc|3-_bP`OUGB8k ztF*ihgJdQ%OrDSl)vr9&Khf=h>h&!eRPeIec=zH>q&|Q!!$SL^4NzC7V+YjkWEJn` z6Tx1Nh$!bl4LQH~w!yPYTFz%UXgvyI*62Rxt&wD|F-%BTjezU*o;SVT$fkN42tAZL zGA9e~XGtp&1q&)jv4d(uAF)-J*0Q3PmSPMCE!4m2OOySXQd<4%z@USip}ta+>*}@D z7SD%iDdhp7_YXEF9_Z$Vj)|-0g)U6W)c(7yTj}>{Nr>+;>L-=-cL>0qU;FmZ3CcFz zM6BO|?gv*@cQ&&ngu{+st+7KVO2>OzsI?UqFFmdG37Js+Ecbv>jV{AV*3rV65~4YBoo2Js>F)Y3 z9&e_ZBcYj>dh6XTz4hbG^(K~j4uqcXSGrD*60^tG4>pTqj)Z1jTU(QUtoQi#n#9`L z#X;+Fk#A^ia?qiNnN**NRoQ}F5z)eupV`nvD54&1(3R26?0G9w1A+RWpV6Br>K&m< zGpl-+Q>E3T?+}1J_pR+#nw|vb-8IQvSy*UX8kD{Xl`@(l=r{TUKMy}kswW*$7Yu!j zAG>?%`97A!Y2!x=0v~-D`gm(IECnl~vb8Zisd!_0$5-1KYmUu~&V>9sze z{!i;AIWTzZ3!CTqbRFU|y7Y{mPI_L?o>!VYlMD9HMv8a@3SH!N^%GR$bp5S5$mQQn zo|f0wfT5rJm-Ks8iZ5R>Nc3+3gAVFyRf$F4#z?EH84g-`oRn5=pN6!o3@65^fI$bN zNo_>*=8v?|BjT-mcCK`l-26`r1oNoDzR8DC<6AuVIv|Hxu z0qxM?(MoH#TpE-x`_!ktfj{-1Hv0rpOu?^i(-qwM7Hw0%)2h5s-FH@W(#F{Z3-Lg2 zs^6iVnbl5<_U&d>@8C&VZ^|b^F|QMJ7i4fbAG3%h)(Hg+Iw+;DN6Tz7f6HfJ(n?T{ zg2vx1|8hnva8Gxd_5DiqWky%awELCnpg|Y1QIZXM-lL(CL7XL;QQW)nFy%2!q47n( zPU_8eFo7uP^~dBrBqTrMlC^rZsb=zcJ1rSDuGcJ>5dAeo`#&^k-8QT3lB4P2Wx61B zuTC4~ynCg(f^KO{emxzA{A#TsKlHO&jkn(IZJA-&G9$bL+FLckIj;Sib)K+`?0e7Z zd<%JROWtt#@W{Wu%a}p`X*TFQtGDT1B0i<~-?nTPSCSg2u7jmVsc3*j9Y$X1Z`nXk z2?o9^Ie+N(`C|H(lT-6y%s;*(IS0MQ{=S!v!|kRcBw*6J{PVm~=d%%8_K)VnnE$fQ zKek1xsMVZo5WLX*a!Wpn$Vg37C->B~rL78|Xxy@Ct_)23=XG9d(^G%Xy81%Z@Rf%VO)v%7p4v(`WK@(#^N)iQMn zY>VH-u`U025-{nX*5xF1Xhd%@i`evhOBu=6fKd;8qw3z1bCS{URlOp`gV-Za%-oy7 z@`PjnafO^ELhzm^=v`$k8AVs-6r;Se8wUr8K}f`av0)sA2M{g+30+^ zx;*0}BFTJAOvu4ODjy^m$?WZTv7C7K=A{l2JR~H)LhShW*<^Y;WBwGJ5Cw{jjbdDg zKSYSt>&19pxGQkmZE(1dD4&-8fm5kV9N?<`GkCXi(^kizB7!Y#*v|OI; z&^UJ-VffWNZC{$}?)gD~;x`#}9W%8UezZbQJPo(BH=mYP6}N)25}E zdau{v{d&nl^3~ROaF}vSnNn4*p*ctH0m0>LDsb+Bf&%!x9Ny6`_s*+HCYb_(oD_=m z=t)O<7nm;-CW+)Eh~&F8SXOHyOH4pR|X$Atl( z<_36P6Wsh1c&$y00Nii$i@s98iUF`Lgeq$Ne)BC~lPX&X3rZCJlzBfD{xr0F(CokE z$8}QRh62m)AR+a~8OKX@*ZVmKoHYX6^XUTaQ6O7_jWYLsxT=cyY*tYh0!2lAw{Y2@5gdw<>;wvZ zWkHcR=;nr{Mw*ih2Lie~Zz5;fGu|SX?P+t;S`pqVZz58(%Rx+df^Q;HB>6*|P1vYbT*;44CAoGoCaO`(4 zzW?nXX@hBxI)Tc!zE=g;&?#6xZdy-;xNhy-pY>^_t;*wBwzZ4kAQ!|H>u7t8o_D}x zlels!#J^guMynmY0IVLu|-XyDJyn3a$ z!-f8rG5uQoxqm&cWOvq;+Lj63Z=$+1uUs8;dVCX*Wb}HqbdJ4Jo#qF6FT1ol%!=~H z>ID|+QJ){s0N%S=a$}!cCUpNk=5w`Tu}@3TFX@nBu+dhsDeg+w2XxpH^#MJ`(DGI< zHuiyKLie9yK4^CaG@d6%&_$HA>QH~-$ID^B9PSkS4KUjLObevdg)N_jP24Xci!A> z?0b%e6~Bskpl^&&Z4#@GBu7fFbb zg?cp4IYz6Tz@BKAUDBsrQjUF~u9;b(|-K3Vx;PK*BaKOKt^Gy$uD@dlj zLIseZaSs}eR%;mU+LR1H0+9j*l{_YG${9hzB*i2r1seT!rQ1K~@G3V+BPT)Qmhl!{ zY!KY7FS%UJ^As=voz8Q3EAL5kg8}_h*iJoYmQ^Kt2m;F$Bp~m5hmw=X3KEbTZN7Aw zL{<=xZ^9cb|HUN9N_gN7O#wU4C9UnGqrn99uplMn5`zIf_e=1QLy})K1?)Tr(wz^R z=RgGk*;<{|+w@K#Lnl~mDL%WQ8r6;2h7z#%cALDhPO-b8DIvRh(A(VZJw*xG{w+Ca zb}I_lw)A9;y;{fHSC^2#fdL&krLou8<5fzU<%$xrn_kx|jjbqP7ha)0Ezja^XWwV`*%VNxtC2YfSwLDKoWgBywR zvkNW>8hJ`|x)pj%leMl%aj+clA1+sm$@JCEXn8!DWM|{micVuO70I3j!>|jJ5gybY zbG6w|W`YIN;^lgX=zcb~juA5s`K3j&{Vo#wwD z{~VDJ)c_{^>iq0C0n1mJ9j~^gQm}lLIa#zC9eHOC)8bOFphC5#j`93rdc3+At^C7= zl5MqNvbZ!TQN5;>etJz8vMlGLW1h7on~g#t2L_#gTwWZ_7qjE>a=BC4?a2i|j@pb8avT<{!6WQA7h4eG~eqT|ZRo)^z0* zZ*(N*7~km}7Y-YK6Ssl(m{rwv!TY_A_qdkiP`$_!E&+SKirCZ1=n+icL7S;>GjbD5o*75)D9Z^bgTFJ znoP2DWW92X9%)j zM~ABDroNc`iX1T5s4ZKkfLQ;^v4(C(?+y0UR(x7MJdBin$!%)uy%5E}!;V2soqKP3 zSDbCljsg!m?lFJV{L9HDM+UF*fCfU#t#$hYx`Rp`q|Z!*w^-{1=ym#yc6T^S|8fG=YVKR&Q^V~PU>)W?6P=})t#tWZcc6Kbl|H%b8B zks0*;`!?wN+#qTv*LtW)57_*HnIh^YN%D4SsC}N5UiKZo{Z!P86PQuZ<)%FO9ZQuhn?iKCDNlKYvSm|< z4pXR)^^OGMz4X_Zr zT<&Dq5nTfHWhDh`%lX;pGNL7!UgKJv1)=*! zX#Df>cpi(BWHz7cFcf4yGcx42@nUqmn!FuH;v|`@=2{^Sg13#}a&^6K?!BX~h!@RPH%*Q4o)x8_sU@`3`mZYNG=(^dAvQN z6}RKr315jR+fKxI5Y%~VT@Egrw_FYcbY-r-xCqzC%2wtM2KbLv)(xwq-<2%dh5)Fx z`SffyT7{K$S(_aU@Ve?SpD)JqMHXIITDIy4V35+qj2>Nh9Y&;VW-TayYd6tKF7DTK zHxQI{lY;?Xcg-f}^Rw~!m=;)rmCv$WGY4l`gu9|D`!jYOLQADFaXwe(}x$+Nl-VJwcEh}uYG<#UX8N(X!V+AfMYjr^ZT=(AsZi%l8wvrnU-C}AHz+TtbC7*wPQnFt#r|=$-PkEIG7L!`K4xeA@d=VQ!l&!-( z6ztaiH6wVIFUtDYB7oIBFZygUWz@1gFGB!S7aRJBa@zWVNZDc&<3SM4p(z3ujRfZ? z1hBeWZEiRZ`xRxo)h-7DI`8C7|Jmex!tF1ccRUnibaN5w-<54HzySEJDxK`Qbhq~? z*=y()eFlPrPJ^FDi)m~=q-+|v90=&V^V4KX>Ko-9ivad94V0#%>GX2vlpak`!?|3+@}pDSEy&|BExBc{l%_B6CEyfUyV(_88{jxf*EDp|~xS1v}W!6?wfza1RzJ zRxFByBt^}9kF{AAHNi*=;h9(tgUo&WY`;B>y~!h(Q3QbrIk-ToTY0ffDF+9shp>rW zhoM!lNNNdYg}`9(VnE24ni3x9zIoyWAnb+xmk{m;}jqqiAo zH)WsR;bA#L(8_3vRf_VU_chZysL-C*TBoY+4QucBnX2F_mo=(B724l0ZSxKTy}GS- zDfydW1Xnt(5f89Xf5_CEmEL~cyR=M{s^s0!&!9o;3$E2sZzM!wDXCvn_J|0&NT_oE z=IAH+9*uk() zKZb@CkC+waZ3eF(OKRSDdgnN(QT^nU^X@)BcquqEvnGm)1dT7bMx$HLR0;&w7f8AQ z@o1^tiv<(9+>?}xYW3YAKed|f$s7kY9!uJuNKe4TicESeITN}(mVLTajrJlASQVTe z%Nz$aFP7@r?JcLJe!Dqm#&ri2Lw#Rb=3j1*?p@BjLieE4qQ;J{LvZ`|8|voFt8@p0 zZZ_=kM`SnE1rxfw?$7}Z=?(v(8)AM$K zh5A3PiN8^gr-k4!!8_gH^I^}wTy4*gF2|&uzriE1f@3~XlUxb0ReG5Eeyu7bVAVgo z%U2C@Rh`vRg00AMKN&o%;bSk_zjl^6<=$S+Ea!jW4bcfJMAUr4_87vn5q={9(@Y8r1{f!eFO*^v>utMQgtTW zb|zJSi{&&)7eGICsUT(unE&ZAA^CYBnW<&o_%=dG4VlY$svZ`?4_1?Nby>gaRPJ^< z17#eGsbp$PA&guE2BrIsk~)A!ulq0|!Cp*F@P)vF&O=9sp6lxjI&E)Dt0bqyqEyhJ z^?6Jy>s9#aNWpQDXv}gwO@!t*jwX(6R_TBYC0yoRAScN$v4}>nP`|^~`6~c|3HNA3 zNpCM7xw<(L$JAIxNzIWt3~{;b#AQ(7Ju<<}el#kI1OC@8pYnU9maR!BNt+Q%s6jx5 z_B}^?Nbi<F-ZQmuJCdKf&U(2hTB_u6`AmUY?#~K>t+Bul}kQd00sitl4{(TL{SaR&Vs?@SXaL zYF)p6%lMLt)B;Sc9nc_j7ecC(1U*ejiI3^zus{YcwzKG@%H%M}-;->~-c=}y5;2NTZqOL3>k%{|pl(|Zmx#a)I1G~A`oVI-2=RiGe}+uv$c zSiO{HzoGzbGb&v^*YY2}OUbC<0DsdYbgfR0)$p7u=_mN+7H zh?Onb#W!K3QcAYZgWPT7#Co&Y==K|Y04^E5`OeEhzJR^KfVnJ503Zn5u`y`ZT9w{2 zuXUEJod!|JNszE*y#7O&7Aa*M9N=y36v9(#r)ZYdH--#4&%6h(QnIXrg8jC<(~zK9 zX@yTFr<8Y><;m=s{Vg=d$ve?0GA;`;4^4i;SLQ`-mTe^?SU*#FIEX#qV*2VErX?9s ztc<|pO_@4HlDW|l34~nsWk-P z+)@307=biLfdmQIPOpBk@|I+~g81P65BvhfB(Q?~j}LzFH@{H-K*2WIExJJ@7%ir> zs5uA%wmqWHhdg0Z+9N{&+Pb}6@unYByrUri+uDsTQB-%Iup~{X-M|6fj&a+3-$%+A zmk@y3grpUT?IdIlf`BbY^u`!H0@$x_Uf~oZNZ8uAJ#6iIjY>*|X)%DqL7DEl@VuCk z)7t<+z$R;_%Q8$#vJwJNn-yuIsOq;+DOnL5;B7-|KMr$FN<+(F5VB>p+w^LIl(MQJ z0NZS-J`2rHsoo0`By6^%R}FjK&7>*W(qer0b~*_?g8|$QGJCWj8tEmZ^w=E~MC>55 z_$Ew;ltHG?gPhGty=^qM8sdYu(b)DB!~^&1ExrnvlJ_+PVB5Bavmz;NE1wUsIY)mO zre{jdaZs?|);|5t-XMEce|gyH@ljYx?ZaRYvUw($W=To`HCF?$t$h?Y^ioRgQ;;BG zYacUEWlc*;?PD>3+Z;4#G`-DEDLKecfVPP{cu5<%F%jwRs7Xm&27{2DG0@*N_GxK{ z_t;W~@-7Q9HV-}D-9jf{LjbmUNPV`QJXDY%Vf#Kb#L{=>uw0bV_sKyJ_8 z)|hq|p9G?kT{&w+9U>%e8_6ndf(w)+>E|ouAPD@*3eXi5OQT;Ko6Eo=$tbwr(%_tA ztga=)ga_7y*@6x!Pp0D_qLSIGAfk*0sryE%es(sQFDJ`DNm4cWN(=^}J4R@4L3<|x z6-o2ps}v+i*to3C{V8!_FbLW7Szo$S(udO^^`&v!{&>|Nudc|5l8peq2cu93-!;O` z(fQHIC`d3#ug8~jP!O@PYmLv3#)~b-E(#5VRgJZE;RqDM)~!y(=5_>9-0GkpVyk8I z&EaCCULp#TFr``!iIB9_a+@}c1xhK^at?xkZC2Z}RRecSjl;GkrCE(2A^Mdm1lEOD zOs6xtO>2C@dMc8hoC%MHhqIvaNv^^#ERghhWBki}IB=^V z_gDPF1zCP5Hgv-gmkI>SRePd-QXQS01+O{D%8{>-qXG@pVm}}8SR`ry1r60`>3Gbh z$CS)d`X5VaSyK{3#i2pzrd8UTOh^0xfn@qDOl`vfT~z?eiYDEIxbXP0=G~72NKkml z6(}=M2<9uv+)5Y^t7CakgSXmaI<>%5(!6CjpdHBvRMJYP;ed{|cR)>c+POGB$)09Uvfr}g5Olp;j;P&g-|?4Tk3mPRGALViO(3g3bfaZ!f<8Ew6(FGfQh7r(sZfsDDN$ zHtRjQI3U{_4u;+wzM$9UN%=Hrea5v~jcTu>mW){86KwQdCszQWc#kW#t33M&dO7Q~ z6bdT0jLKd$``vd>p0L;m`Z>M=Fra_&6FsRyuLtA<&+cOO^QCHcnUbJY0!Wu8{DCoO zL51)={G|BGojMZa3jmm4L4(kJ{4W2B_kRRC-9U&dE%T&$gdg_Cr{l$VdK^w333}Op zFf~p@+&-tv8yDkOI|sDJn(23o>;0@p$FW)B2^u-eF_P<;Q2mmr4tqV?zoH(z-D~h3 zvLw?Otx%U!q0HlJe?!|tdRvRH%Y^DfH@>x(ZGD>&QxuE^)_FMRLG24yjn3Csnskdm z^}ye*CYT{#C&{7E{o2)~oj&@u#kOizD+7KSM$m&WhhDv>-V3+VJT(Qq!8IO^fT4fi)qhd14hMXF8}(H!*f^FJn}P+EuWX$2ZzxXt>abA5 zJ0UK(3nk*dC>Gkk478h#!GNAjkH`ylWLzoF$*=%rP?=eO(WN)Bv;L2)Or(`T&V$-- zocQhysnMk&TxUqzp6Qa$ezn)=4m!L8C%BJmO{CZ2VGC+FWogh5r`2#d3K|cb_|nsv zgNE;1$&e##ij+={gO(c~x+0Jl{q*=~6g1ot`NI}Vq+vnDEfxA3N}uhQiWnIdV057z zooCTz!@Hn0Z8Q}!q52O_Zpl^Ee!)hsuFi`0$q$|hf;-yQl#eR}V9zbb9}b zB@p<^%gfot^kk>Co6%)?bgd;#RyO*)Pb?cd8V*K}aVm6Gjn97J9v*e49%Q}KE2Ld8 z)K!hk)DNiAWi_s>7jlKHCPFXpGIjU*gNAo6!^U3DsnEUc#yCFr5O^bNZOgr7r=pBF)YzWFByjZBHAugs3N^$maW z?=U;;?>8#*`PqcF6ZuQNlFqS(nZj@-`3eK-)3=kwY^q*@WbxkI0GA8{KKuFnZ0BTl zzEf{?2Q8Hm0(7_^#O7WJ8-Xsg+#JFd4H(-$5SqL1JT`oS7W zL0b$6b1o-B@K^Zl{Nn6PrK?>A&yFrmgXbZizk3nf$1xMuX)t5vqs4N(SniB}rbqpD z$ZFcgLmvdoK7t(q^GgHCjkt;pBmRqu0{#ZFgkk=)~;7Z1iqC-K=nIlx?#{5@L8Py z>pht4YQf0=Lt^BBUMSk7Xi6JlrUfH^C-AkI&|Bx<2S3%ZMYgKe~SUm*9 zTFS-tt$(LJBJ+DeWNJgIO{gxZXBA{RX8(Bm_Qxb)@*e~y+j2;+4$v!Dw6UYn&bquu z_-gw`$3Jc?!rb$4aUH<$YEMKQv#(3m&J2lkLR8v_S@JWRCVEkHL82>*D zJipgyH~I%&YyRW*J)P^oxZetlYtUVB)UMX41bVqR+rEWd3}${WG?VsPR0mW|(-Rhc zzCC$Awt9*%_^HTXTCZ%-3{7vJmV>=pxQ^b3xt<=3m1P1GIK2Muy<`Gc3}*gO;L|@1 z+t0Gfp5ETsp)Oog&k?is;`R1DyG9j;OEN>N(eE~Cmu5}ZTU~x%#(T&NfgX(gPT*x) z)z9d@hIXx@uA61v{lB;GT~7^$N^-3ZI_!68<%h2w6BHQgg$!w+MGpzD8IhlE zzvM(UVYH;_q_t184LzS`q!$`_JMXuMDjD9g6*VSpHugvpWt zVkEqGIO9DG5aXgSTT;vRqfP01sAUTwnD?)OVrN77qm=)){lexb!N7l!82GY1@LoK7 z@g9sbDlkk^Vv+`x=wE{3hCyD>7`C>+wORXlJA;Wh&Lu`m60aO0o4{W_bFS^q0GjzR8=BJLJ zQ{XeBo{0*{&7zwjS=N1TW+@?CW+&t0GrG4&8I{>ej1>dHdb!AJR|>*RU9ZQ@oSkP=YF?Oa zg7H{M+n@r2f}EB|<81shZR0zO`fOV{ZLJv0`;8yHJOq7_nGDK2Cg>md$Y>de>A%YQ$gom|k3VgJwn`_KRRNtT^ns6KR-u|yMO#3JO5mNe9VEk4fs zUN^Grd^DMQ5`s7(oF`ym@Z9xm^?ETLov;W9QpE=2aEk)_gVE73;|ktyp&*Q@5a4|{ znw)Z=;LQOQh7%P8$QyJipWYSA>=bwx;W!#F;6EBI7NbkX7Th4C19@PD0ri8?l5dKa z_?7Mgb90(PfOmbQu9~0Bn4N+=V1s#Fg97^+T}S%!gq!;x@2)*fC{8vYfUl1(PA0S2 zytL6K7)M(a*w>Cm%kl4j$It?!O(;gTAb>wOIyqugLCR4OjwA$lH;(8k*5&bJ!k~ie zi*TF_81UDQCd=`0>BKXkJhTP@eB;QxGr-4W61#0U4hIbQ503uIyCD)c|Mdxn5(2y% z$KAzDbrzYM|F?H%W9oqFKBimpa#lefosFj_-tE8wXHdsphhui*!`%1}j$iTYA#er- z;ZQ=r+>hwX70<(j{znN_1>#hVDX8bvyJx8;p{hWfsxhE`aD2|& zONmF%PdwsD9`_H`v>`K6(5|U4oTwl$@tXSjm=`ZW4Q4_GSOPJySL+JFvv~j}5Wt@v z&(6-MvY`<^H(Sslb%J^l1rj=U+#mZL6v0HW7kr)Gj@xm$L4oL~%_WbRq=egWzKVe% zN}n9h&gWD+(X1}ZMS^~45z>>$fe^WWOgDmGEa;B4)sE@)^4JJwjzfYc8VErACIvm6 zn4a2##Zhpnk{i|+ETE7gXHKc7v7(U;6B0QSA$=JDAwrp5|MV>#0%Izo%$^60$!H{W zsAie-?x(0`nO}Njf&h74A?XG@X11WSXoCe{g#!DdT11i85bS98z2nkq+;^rC@9q^x zpoRnTb@hu^(+gI_1T{entT5nei>LG}22QkCb3ndMy{*Z4`G*T^Fz#cED%g|LQ@=S9 z)VL=m7-w4)*dLrsczq+u6O*OKEV_r+PiDvJ-f`w&iLE9W=UNnO{b)>cSG1zLFe8J9uX|i z(6rHeO_QizQi`Kz!ba3A6jC<#m`|zWG@-RK-n|p&9?n=Ror}N(>tX#y4?RoCD-W@U z^WYKT{JXr`wnfx#Yhh_BE}}MYL=RZR@Dq~>&i!^+(4{Cs#&i@AA~w^Q3mI69#F@r~ zjR;w&FEyhJU3g}ZOX;vNDFcPnr^W&FloTOvD}%QOh?Rr zf@F%!a(KXq(D{)!owBKr214jTVZg=eH2XugobVBr;NGw+qg7BL`SEzVq_wO0gioOh zRvhzyJfU(N6h0hJFL+l=F#1$sJT5_i{D^K7nev4SNgqH3;!uqN^`?F!CAP0bP(<9Y zOvC-6h`{ObbXB?&qXTic#vlUM)hzSzIZsJJx620OWQzj(WA&rSbbi4*M}mBk2MqWI z2ZigWQ<`5r=JT`?>rF6DwroX`Z6jPFHkS79Ru&M(rjPXB$vq zx_X6qHuLIIiRlQ)@%S`1{cm6K<U;Fxz}EeS2J(+M&Jh%iWzD_0AHuS z=QQ|c)x02k*kC?dqg=Kc?kBKSFrTeaV1M}PY{s*Np!!o`I8{M_yzz?OVtwuBHo*)5 z!f`ZUz<=;+!K)C#Xpn+<&|*&i!&kI9g}GMZ0Sd#33IY?azaA|E2M98Q4aUGgf&CG6 zisye}_6iyo9f)%^2GkEP;8 z^s!msK%~Gz?Nc2f()$&36rG@O&JW6tYM}>H36DJNUJwV7gBQV{mW^@cAfc^aZsLO%bYKoNZBHUz?o2dVRttg#_)W z3FVPB2;h$==kwVjSlANuC-Q(E9ylo6Dt_p%tO`=L2&{_uZ|s)1;!}4;^+EA5RgACc z^*e7OL{LNuL|m@`BYyXbAm`)NNX_B1%0;jS8WQ3@-N^+Y?nIeR?aVF~$KF!WP?f6X zzkmBJ&A~2r=9lz{{B&owc=hemZz<0$MvKdD3-uhaMn3;OuaG{A1@@Eqzo*$in0ML1 z7SwMSwy2o_mI#7tT8q%}l-Er7{W@K2Os@r(?jqV?JYE(B_TPG&?gSn12_MK30I-iI zvgj-70iWgyAO3kc<8N6D8f+DYaWy1&i~d@P zvuq-GQasAt(ImjHzZqZtH1l5G6*L4k7_%CvoK21@qVj1@?!*)BCrbOfi(!=JLmK`_k^|yQ)h1J*K301G%q-p^3c%y z(ho${5>?>AfltA?MW5t$r~L066WnPMzpDb)!%~2ZG>ZVe3-k1@U)CTn|#XS zO*jv4VX*#hXS~)B4CQ7#4G93)b^40li734yW`l7{Eeh;UXLR?7I`DKd=G$TgQ#4Lc zPoqFW=eml3-x>?DiVep2K!N?iy!<&T3c{JrIjU>($?===;}sK%Qw<1)erkRaj+q6{ zc7jGE3=%pY(K5a_9VDokbRduI-urQV{^nIMzamLO6O5BB3Krj(pN&?hvjyKEASmq! z$LWAMc-kH1XFn0%g!Awg2K=@8ESUclbO=o-jy52GKbp^$-u(cQgj9h%tiphLZ9ZSn zbtA0ilbEYRajpRYeBGXKV`NDVi5!dr3hZn1vQUP##xjUzuXGaXP#kPPu=v9zEgvzgU{X?r@t_0&@|ODg_+q)5olpMC*@7#J zqU?eOk?YIzq=C2%#;vy~u&*trCkeX*Oejt^paMKQe&Zd4kz@}Yih~UZ;G0YRcVyRx zV1J1lHX`Ef`}lCFdQ1E@IF-iW@e})`V@u}6$Hpn6q3e3lk%J3i;w}{0wHoOauu8;>*?zhJva?_iiI|^ zUj0pXRPwbAL4Udk84=Jx*ZPZu7HqYkP(ECN0RCioab#BrSfWa-&qH#7{Nr5YqvgeP zRQkZB4&V z#TdZ~Fc0mS&cG1-n1V!Bn{?UKxV ziF0f?k8feXU#CII`NW%WmN>@*^WX*r_J_goT|wia!gy5YezBYS>*d8ziy0tT)xFvPj)weWCO=!o zqy;;IRZM#0Sab9mdELW&Kk^I>`EQuh&Gm=WaKtPS-0pt0?*lrF z;CcV2(L&uR9Zmm@^S%#<2~^+xy!wfbldz&Ds_#rVukx@k;6Kje&iIlFTVHNT{@?=m zG;eM`46faf)OxgihI8E`zSk6T!s|Oh%WFafSOUQt*H>@!)#1z+lG@({<7kTl`=Mpi zRyDe@>iG3+MnfwmbolOd_823k%0(h3oKs)yWHR#mFM?{!gjyr&U?KV`Y(AOtfumr$ z&j}h8R7mLD$B$LtCK5HlQ22_dIZz1R%mwK-2$qlnDK~61YNrYcsXT7>M7_TsP_UH; zf(0QeTYR01=NXsU33ZX&NpPyKM8Iv=dcujNt@&UMyuuhE6xD{tH>X|{DJPBkDH`iTLb z(7rn64@oXu2iGtNd=%~smgJO6+VR2dR-fc~`x;UGxe$pzbSR&zKrr{yi|IrS(t=Y| zf(+sWWfIQkxy}vxaHYD|WxbAYzJh@v8n^PFozoD3X$Y!&7C0(I^HGF_+O>;CP|*ld z!-V2|0|NM_{R!Q#;cdVZ^b_2$5s@7O^`*kicycKnHYR1Dkh*OxTa0Ph-^&4l2|XS< zCI>JC@8m(2bGpcu*W1l^cb)U#+TOULB}4K)!px3lW=|sTunW3fAt9>l2tfSS1&t4i zl`nV6C1o9r(;)J<7kpw`u;t<6g2$kklK$}GV#2%lf{~sI;{gc*`#yX-p7O1f0;CGV zkQxHy4UDu|g(7Gw5RReoVPWx4BX7Z4V6h70VF?0@um3b2y`e|In8AWRkPXJc76tYv zKaG!$7PFuHv8Z4LqzLILqbu2A$8NSnS4+H+q%ia0B#qs_#2@fc+?*=w54wQ@W z3_ES(_t}o__?y3sFf}#q#3$}7Jt<~r6~xbLVgZSeJ;KYrS2YSV$aw)~s2~8zcM{+? z35M=1JT4n+mekxGXD1#Aotw}p)_NGOo5HuXV2LFkF@1!~++=+>FnvTO!t}$J(_%H5 zA&2^}L^=;3fZw3o#6-Dem`CIb$a4QM0=zf*pny z7Xw1iH{@lx{Mq#ZH_3tx^(Td4)DxP{WIi>dcbm9JL)+zFy5Ldx*O-6Zy^vW2#KB+` z*e?HOmq!W>LwEuYHFA-cax^sW;v;&<<+qGML$?IqyN|1qkqk|jTG<%-mRAd_X#_*E zfvEqws+!o4y~RImCba{a4Bc_@u~y8mTCLK0u&eoxYia=twI9+!Xyc8XV>8r${wu)` zAb{VbzgretgwHhEp}>BdUh*^6BBdKf8smqWA8=6kKHm^1;D*jjx>YcggAM}ZTewe9 zU=2-nd?!r~_X(m5IQ+*Ax=8Shk7MLZcEeSIK2++SKf?eXIAIVkVi1-`xT?<$#nKG} zBN~yF1678WCm^og^wY6?i#VOm0U-2l;??5bH^bQ__%@eu9MJFK4LaR%G@t52*bGqw zKrWGB(1~8-M=M(U_+mzKA~`gAO#-3!7-qSt-R*%^QP4pcaw5cVb1Nu$;1m&x_wg<* z(40J{1Bd&sg9ag2%VJvUxYJ5ryIOzabcY6n& zopG_2acJla#j~lpco4jwzfjRKG$5*40R@?dxeTofr3FrE2E>pFszMP4si(P=TgN-8 zgv*c*s&WDd$p`!@XAyTk(WsmaG~Bu;)HDl1@9|rQ4PTuyLMrirldU7exP#E^Kth)8 zM3wwsT;G0HB|H;=d)r-aN@+lr6o&q5x)(JeK>fj(mb%MPRoO-WN7J%U{!FCd&n=&SF{O_RYtsVbJcq?S%?)d zDMh8gh)&mBOh+r~d&}su)G}mlOm18p2pFX9xKQ!av-xZ>l`4idqYO~SfxumUgLm(2 z$BWU7h80Ep7(zr$X~*(4?Z48;CQ$rppC&bVj`ieK6KH zc3+nUbW6aRA1iCpez4K({VdRPr9w)jnJ}iH4KaQH^=k(yV=8{fHw?`!-me-aZo5ej2`g!;g+S&pcENy+4WRtz6Z@~lHzAWl46Ao{YO#X zUGp>YR{#q?8|F*lXaBWKcK%i&fT4REy61G7l5%iOMMx%cp-`l@sZV$F zT_sBy#>C+5T9%4TsKr#qV{j=RL<|p4WeN`QCkQGJS5Q@6J#^GC1BMV&uWmLDcZGGK zq5Xk)fmU6<>@vV`*5 z)7|(?PFsIHq`Dy4x&my8g(}^w`uYmh5)S>C-1(K)mfRH_;;~Sb&tF5KS{HyFu?F2; zaQ9lIyFoQ*;6djW65ehxQ|B!7NZw@&%;TUE+g^Syp)&FMPxd5TD?tPoswpA684Q=d zE7CoR&Ti=(4t*LT@dXF(4y0;HM51N<-G5%`ZvhCU`$}mvmSR0>q%tal7&D<4`;z;0 zZBl4ZUos(~b`znyq!Di6M8j(3@NLD3js}fbqw}vLI^k02m zP3L?7%CHIn!KyVNax66OP>1;Ce1C$W2N68W9GCyxj|(akH0}kBGy)-1EJKf_N(O_@ z4R;VOwUX)L6ro@lcH}d3V*@+Jp$q=x!8Rj4ulvi?gaa zfI%iX>xDc|q}f@-0sK}B!;5pZ#KkhNQ4N42LEt6?PUmAeUS$~ouJIiR_!tL#_QdY8 z|4w+A=krC-i!jJUH_+~u_hAQLt>DMHM5?t^bLI3y!lu7tTm@6S|LP*$+Pj43WB2uB^rcca(0iXBoI2S zMM{K0CdLjwq5l^ut+4|ZL_}B)#|(>uK_(WDI+e8+k9i7<`JR3}Qt{|Xu>LkOBdz_` z0kBl+wY(TmkVpq$pW5R8>+1)`g+QVRIL|heXA<>=Cko(ioT~nx zVey<=8O;RX9?&0d3GT`G+3Cn94^jLWhRq|wJG}yg+THjnt5NkWq%0*J;H4DPpmRs) zd@C2}8d|&Y^HPRjbrp5`#xNCvK_$h|>9g^1V<-bcEyWN&JYEce2Avc`{N!jc6kv6g zqs0)bWHEF*CYQ-}^7CgRO1-BM31H2<3A1}IS70TOZM|JJ3qgWQkMQmS9nGq2Q7GwPgharQMY+5fWU{>{LjboT26x!ycV7v%WDD$ zt#?jowaxR*y5Sl*T}vkr;5Sdddqz83mUN+ln$<9D<>haE`pO|d-{!~MGpWE0yK4nJ z!vOylzfkPIGAyMRU_3z{D3H~8+wjn3rJMWhG7yc1z;79m{cIRw&`^(wv z`E)D`M#BVrgt$nEe+eYQb|*fb)4GoSvt;pesTE*QNgiYk3X&W_ZTDcrLFslhh{jRX zeXWKXGJY+C<5|#n9N%)k<1djY41E=RrxJx^Li0g<+dZc{=+0$t#n5_=h)Uo*5NgSb zn=O4MLe}m@&w|F?XwGKq{hQayhWbB#FM|Ubbe_idsEZ@=K(1$4ARakVPg9|rau%<$ zIhPZIhBkYLT!29(d9hYlw0jXW=%n<=PcF*yL)z0{287yM6!=APO^u;;P&He`0Q~mk zeBQP#j6d`d9|?fojZo^w6bGvqnlL3BAV@q&68-{q+PB|3R~8`{C6*N8yJ<&LI>fHr zT4TxnLP)V7bkBvzJ*0yd=iB~!XQkH!2_jDlk|=OslbEa?Ic)SrEEyP z6&;5G{w;o?I6BwRxDj9n0P-e1+S3TtswKPmZ;>q$2JlIYhTz=SpOpOV^-RL?-!!UNKi^|1#w^Juu zyfazSCZCh>MBQv;afAEPr;G$icE{f?M9djRExk>Od=Xs&n|EsPvdLzKXq)M`BiQUH zK*MI5V-VhGvY86kv@ z;ud?E0qiXw8rn&;pqp6)+ET*lTmla8w}GeSdbD3&@GT9Ck{>`22q|Pv=~12(+>#SL zr9jiIbi(j9G*f^Mk*V*YX^G7I3ccVA`su^J8*H(sz~X@3T+p(W!Dvs>==EYO>y{Qj z(;h*h03C88w*!UIExFM_01gqzQNZUQp|;NS>d z^0zo5FZhEaigLfjUQz5nnQMq6MX?|tWzKySE>O+`m0k&6`1)XIyr3^y` zLpbgw9dE&rbO3|S2T3O$_%mMAf@at}S4j^Pv@@G7kD;{; zFI1y4uqrB-TX*nT9HpMdYx5ptDXQt z4b=-1=MTLy&Mn<3YU@EFD$^q{lPyD<=yr(I^I*}s^t zX&OqXSY~PyC1kKF6@htDQ7um2H)ZT7(Tf)V;jU_~Z49lqv|rPXrv{+S#z(cmX3r%D?}L7s3jiX4gah;)^Ipp1}a3o2Efp!@+)eu=xV0$r-)Hg z`4uTzIHyAOy-amWmzeWN>u5(KC0m)6Ok+!(%9?zgx;_=>c#5VKEb9Ll{VG}jJ7CHe1 zi5rvcs|}s`&i^aIVQBmKPdz=O0DaRxUq0WB7m{s>2M5g90R#BM$?gTMDW&7a+`S@n zQu$Jy?_ud162nW>V34}QQZxWb>xXFBtQxns%!%eIIR^swSYR>VMFrVoFf4swKn#c^ zLF65Nr!qci$!$4Z4NJOsh(i-K5A}_Q0)`Mg<`AU5do?;N17LY*DmchFhgF7J`#MaG zu-=`xYcx+j`sAC>KKlBPUwkZbon;)?fA6DPvtaz=pz_;Wm$$NqM(7iOJ}h0Hj=emVA7U%6RS{J(5y*u*+-*F zWI^R-@YgA|W@I=lRa)sR&jI~Lpid~Ph~#Uj`b)UOfc-w$R29+5`8;q;hd7@eXiKte zidjY)Dq1xxv_FvAbdn|yx7NfhGmV|%iVJn5zjHopcDr546K~p5Mq)wbQ3xYHp<+CY z@rzir3@es_Q$XmUv|G-W%eC53-d5Uy1ch56MD#mtZV(}{%*&M_2_Wzh0=IWfCBn84 zfCL4EfQlV`i(Xp@0tkGhEZ#JKtdx~lP(jM#Cr3?L3J5)TjeVvH>o%_i5ctt+z6hd2 zXY+x^w)_~1Gh#snEi1knm%2QwDRp*Ex8tqs+qSi=N+wjFgglepSngg-)M_!ySVWn7 z3M4eqD!EKf$Q|0&D#>8bxl4n^yBUuWPv&#FWK_nRrCpqV?_1*eFHD5ieW~THTgwAw ziMO0xQIl7=3BAdFD>u7YV(e-;heYTe3bi@)^j8PDG0ZYLc(ov?-I}y~ROGzlXfm}^ zvxvu|Xo{HBzCB%xSMuJOV`zG6S2!mtoq&#^>8a3spwdv0W-V(>u1i8!rrPP8whSFT z1$in$sblk;&eN6?W5@8Ur*>&B)|aYvatuvRg{F>8+JPf8=P_c_L7}KUyWyR4M~_WU z?bPI}wvVsrs9l=74K2Anx~8XgY0`wmYe+$!3e88VJa}1VPfO44x)LE^p(@iYJ6_eC z!_#emLh()r=P4bG%Ll=VsI-h&_z>m|f{22~4QS{KGc5h^3ZF4xKMCx~m@a9dos8$a ze4bY2h;Z238+kYiBs6b9)14I}lq@a!GDH&(0v~0G3y7ZyQ)P)|ey1YCj)^>|-9u>H z)6G~d46(F#yQCZpI!I|OM>ojIf~qa0MHDpPx#{d|MAv+ukCrqrA|j~GbCL%&lo9;Y zUDj91S;i3F$Ga3ky?Lf=;YZ(I10Uc@RY;mAVlvZ*rdRrQbC}<#0xDmwN#AOZPr?xyH zaL__8njh}zdU`zwW|>DQeU{Up1kcg4<@%uZHnw>#qM(7aMGtnbArHTNm^5v+|0Dg8s0)kEUKcC6bNy{jBnLjxIOhO2d zB6#b#k0DXsw55m)1|6ht_o!%=wWaUGg39gSFMhI{$SS7IUm!u@F%)Q({cO9WtHinB zl)GE)qn&vJeXfX5MCnNfC6={+Tj?25(1714W$@+#kp$ZO1`-qyisy4$@u(XZZJ~%L zt+80I&Wm8QX+#t>(8?>uVA@)F)lnB$NxHqrFVwkeZS8%@Lr9P#-P5JMf4eP5CKgoC zCR>d+{jWqp>6aDyo&!3{ce=cGGnSdKt^5t33ja8@KJoKf|LqXMm8?4~JMhb*oglCq zxox!$o$-8nq%9{z6f~mm*F}$~(f1w%K62V>t-RBg(;NnDr2Wa|{Sn$fOdQbBSK!Jt4ujpk62G;)84D6;Gq^f|ChB|6@{|aA;T}oS4p%=_*@-k$%a1iI1T;C{&ZU&cNnnIrm5xdwl)n&PsSI`6Xh z&hs|XA+;{4cU~X+Ying{BEo`^XaBro{I6}~xj;e_G2~v@AES2z5)@Ew(eKnscP(~N zjI@bsj-m zcoGXLXs7a%BlXxK3K~yCDa~6gsgpn(HYRjh)w$aHV_!3rHzi6YRHOgqG|)!_$@22$ zM*l??RHFa*iC!ku*3RDpRn?$XWTIRfpus3;pruR^qzcZqma^x79^>NGW;W*2mqid7 z<07)4f)b`O&)wD^Qghn~#ersp_oK^+oZ)B-MPeZos9)R@rP0=E0tpJJDc$dGz(7Pt zTTPk4po4rLTAp;l@XQT*%a(0hzAu?jMgN7SIYu<`IX*1Hu&R``uYAahn+g=VG2Td* z&dL@pZH%`-(h8Tf%1W1ec}J7`C4jCUl0W7s5|gPa5N zA0!##_w!fAyD6Q-BUBA--<(jW1|;Mj{;G_KQ_-_$J!^*Yz zA;nN386U=S{a*Zu-gjF|g`lAelLHDtPeces47x`$&kc>ifP~!B+%y`zkAI3F8g_Zd z4{JUZU`W50f3h4ur=kWqM~E9nN#ch!afODwNW0-sC!squ?ScuxThr6!$&`kj%1e6; zeQo~OCmlfn{3bs?UmZ%eVHj4hBLrw?_ln;sj$Z3)ccK9PR+Vcw=U>hn|5HBv)bhAfI%&>|H3?U|f zkc%Os&RR{ZHDnnMQg8CQ0P2c~tY%0@>O3V-fPHs5KRe@NZ9e^K^wB^5=F8uFMEhe$ z|Mbmg|15+ol|uk|uXR!({4f*#-KU>@TxwckszWmY3%L+YwAuYk?$T_P6F|t_N9g#! zqw@M;OTwsyEyF=7#vpeL+!^yD>a)|OwX*(ejlq%%;adpfivJ;!i=jn`k419vBnaHW zJ2VnTr-I0dX+xI>p9=}FAQICdZ4sq9etNuwA%Kv3Lm#8m|9TH507r4ahs@B9Svs9x zE<7}p4g7I%PEG;*O@2=QFQWF@^^*Yt%ijY?5$b^4#$TSQF&IN%UxOnD0&fR_iFAd* z#~Mup4c*IHu>nd1KyR}k?>(eTtY+#&L&NlkFgL>hPvuX*bH|s*3uP=CMs7-pgn|rZ zo}D|%h3=npXZOtM5Fe3T3>|tQ#Knz(LCU4{-NpKnW;@k7=)NgEQ2@WoHjtYp&qw|W zZ4m~;0FDTQ072r1)A?iNBfot+-!5UQnusRhfEAaG9zjCNbONYF5z4uJ5T6LB;My^r_e zSv>2_p7KgDG;Ek&21-cQxDfv_zStgCBl>sP3p{%{UeejLGP_#(j5WV@pkcxXFoBlk z%{Tke*_P(@s|Hwl%ryh5V95V8%2Vk=)$*S63@zT{rKlVQ(g%k1sNjh>phkNg4m0lJ zGnRMfeC7)_EG1+1$D^F!dnir@!-hiSMg1{aa$Wtllc z1XAXODjWJwz4yX9Zh+GNTX?{nBRbV{GPFb3`8JF(^+suq!Z&#js$*(6hS-N9k+R^Y zA2U2m_;dZ?>3aH#4lh|z_b-?w9PvkMmcZAcJ7|!BNq?!|<Gz)%iVr%?7SPZ4ZGgVUrP&`=LKg%8Hzkqx>kdP5VM z+q22DXFvaNL<{Q=ay021Ym)TDEW=(Y0ds;g{JT_v^MDOGbF3D{o6|st6_O0`P;d$H z;EA@VxLO_Ps(h%v@lIZ6m{UTByh20%eV=^%M|@TCm`;VI!vXk~bP;@Woz{5XzXTK$cnHopL0M*`|m{L4h?IfRz+Q1P$cA` zqKVoqS|sD6h>BGFvpf|zoA@!`nZo}qlGWD(Ymd4DJRq`E_Nt8Tp;=0RA$>3R1N8+| z`C(YWkpqhC-BHG`smY7MJ_S~ z(RG~Ba^`MwNrd9lLh&1a;Hl6wg!4*GFroTHsq$J|x&}dZT@CAFt`Ln#Xg-*&cGNT4 z%r~@+XT7K9*;wis9Geh6Dl0_D-AnJjm~D47v?@Gm*g2U1N(?+m-JQ`=+mrLf`gFXY z#dhj+KEuGY`#y*$5;ShOcj!=5z17MvW1#Q>0`hJ5n6|@J;D#AE1y3CCZ@D*U&k8LP zR2viw(^?82F`z$kFSz*|9=G)kdD)LL3_L280tYo83p8H*t?DiGkA(n{WJ+1{Gr94l zKRG}^ewzcwBNVcwXNX!g)08+se}ASoBpXid*HlI%;7c`@*#Kk&fPd{)+|tQe(*^a> z>CCIiY%!vhW1A5bKa&~XflSBb(vXBG9RBV4+FNj4))l{8r3Bj^iZ5usaI7c54b2$A zDD40hn(vGEr6Yt33{xHgRgo56jxq8x@tL%s5*3DSxBy;fN05L&9*B=;t0D>v3$q2H z)DKW7J`u0ea!&tT_74nAH-RZtGcc4NiBB*;C}Q2vFA}n}MNx zcb57OOo4=m$K~ zH(Aons*Bl}wx5q_wVCj_p}hr!_j-i~u^V`k1civDP77QqLL9*FW^n$eY)crXWbwUL z@G!{S;XmorumfETMVHY@XBn0mq|c*HPJ_(D^dA3C6u9+pBPFjLqhO=dYS)K zY~nMlK1qa%oC8A4#gz}X6O$n`wEM1>N(;W;&0eI7$7#XQ(%l-T4*D^y)yP16ib?jT z;v$TX)hm8bQ&tz2N-8Ed<U8cExok-4^fbskN@1Jt&gR=4U8lK{S;5fr zO%N5doC(Q$>FxQB?mJYcCmM?>pXLfV&x2H!IxG2ZNa_qY2xWP0MVneVgd)O*+slSNifZ)-2%xvmR&Iqdt$!@whJ}gv+DC{)LE;Wx3jY-zGOU5Y=TgIK#meIW z-U|PvOLb&aSkhOpzb52(2+=)=QCDWQ<6evilO>zhq!JB6KlGCcg5D72Zl)!=>W)hh z>ow2D6|Dt}?Yte2mb$l7 zH6bDRAPFwEhe{*NFv6A)DwK%`xqInd8Y*95(p|h{!qJ2kwjvyMF=HEU zJ{3D8#0m@HtN>s|+0GtP0C*Z?-Z`JR>3)4pqG7QEdj`nx&i;Z{7+kCuvX|7~_QZk09r7Oyt^dDE~dDSYf}H30(u z9{8)nsG?yQ|Eg&u7CT z8ielSz3FOGQ!0kDAaoNJ@m@?3Kel{Y#*YI5&-ur_QuCKB zX_pFM6(YR}aXyCD$Q9eaBJf1=iB0l333G_e~~_)jn`T2f__t@TTkJ2&Mpg^L)EGp~#?H3{`%% z_?N!*?#&@3S}%8PLNla9)BKN!y(Tn6fWCG99j!>igpOca+VlLecZtA&e#g;y6~3P^ z5`0TVAo&>x3U51w;yfWss+MeV^3R)eFUS#Eub{x#@6!)*D9vD}O3@Ah;2r*p538X& zR-ezF$((Jdq42qjLi_<%he+?XD!3JqlrbOREuOxiBS+3@N3cjOhVfJ&giy{yh;HD` z<@A?A#L%O{r$U4|1)R<`KMI^VfJZlNPM=TDo{cV+W4ZaY)lE4MVz&`i+DraQ^|lPd zMfh5HDxe^76EE#9#vclA8A=CyD+L$?dqCh_xM zA1xG&g2Y|;lH%d#Bkd|fD-_@BxbUzJ8Rf2FGMU3qw`eQ#=GzngU%jN* zQpo#{d5MbTRPYAPC%(0y+$qrbCxT9*#@~hgjyl z!B!ct5Skl4G_=h7Ty~la9fshD6xE&rbcl)7VoYq+Bx#9>2!g;JZ@_9t=RwkPJK5+l zY@R6WPb5fu|6;a~D+L>xos0nRjf|Vq70&ysftVEJZ0JeBo1p zLFtB5s@IdR5ZQI^MVGl-7+q z40N@B_M0z6Ic%tU@wGD@e|+juu=l;}_t}=_)p$eYv+@9J!x99Lw4BC5`aVARg3oaH zq&WAr(k_zD)^X2))bW6whj%CqmNax|x zpp-CRKb$Z5z${K5qmlpjNS@7ZnD|JHpi@CY@JV_($k7Q@2esVMVzswI#cEBZ2nR$Q8%16lX%L84m=FG zn?Bsm7Hf5JhAFpn_&wktlsTMc^4(ctyA!&pmd7$ge)*T{cWUJ}1EqppYQT^WYG1qa zef8RlKOEVTC<0Tc1cCFCz3dQ~1iwDA9bN%O{G?_Ctz>{jB69xckxj{Ut~7{;GDrSk zpVw+ot^CXR- z2+DO}P&I6WJo#``%f((zZN^Vao|ujV+L?YHv@9~3Hc z{qsIaNkv?5VHls)OOD|xM1QJQ<^0DX^->2OhGeC*do!GRR58MEq)>{Hnx7;Z24wln z8NgHZquoaBWj3{7QO4KA6Bfc*?sCE*ow(Cf3w^^`gjWZ?pu>!;zIJACb+C9b8x`BX z3|*e9O%PxAed-lxQJbHU(*SmI#_^<@x$&JW>D9vc)TzhS>?BGpnt4u<$&rcb;$ zr9bZjHw8o+HmO)q$6)kowNwr15P?xTfpVhsMsfR5Ey)_3Knps|_(8di%`ic)`^CIn zGY;C^rG+dM7~a1*qw@vUavI7oVuSC!TQv-pKg4TvZ6UAtJ)<+?WE;I7 z1h0kz#J1<|Xgpcl7&herBNR2W5T%6)qw#7*8z9Omu2obsAsQV^FVNU#C77*_6+puedVgQdeu zDNrV;i94A@F?eE_eZuEDJ2)0Z@~q&hr{d=Bbm)ZGYbLaZ{(pLOM^K@tvclPDO=q?&kT5!t7$=XeCaL zgyelBH!1}DX=GB)GQ!xADS(4i?$+?ERznTQ^ok1MdwCek!E3_;004BJ3`5}%dW84b znNFzajT!a>15y`rLWq-;uuhzF$xlSnxrb?*l99HLNbpp-|G?u&4Bm{GzjJK z(?PL~E$Yu$p92aR%D4qq8tkA0Zv%MsVI7np)Cbr6s zlwcAMVp)QT52Ho-Dz)|mQ*t4mm6_B&p{=y5;N*pE=yFUQ;GSJxbt*_&Gbt4@Xi(XG4r`D(n^wNm1J0jp3x--3Lnfj;kFWY zgpj*2sD6EkWnMY5e30Uw@iL->t{6bo*=R|Ny{03+us4C2)XBrVOzD;=lcu3)_6f>C{N&tv|?F*XtAPH zfm!#3S?>sfHtS{;*%j+A3R9iO`)6b z7IRhLTLy5t0v2!($`br$Jl|f@S!p7D3`y`22(hfBp%ZPFhuW%{AtjA~LNtptI!Tw# zVwGjekXQo`Qdz7~5jIo%SBAt|z(FVr6SW8ELP*)O8WJY(AeCk7J?%6;ZnjQD$lXc_ zf3KFOScXTtQa!UEk(C^DpvY*krq-+4#W|$p$eECQ`%k;|>V)r(5t+--_HiG&c0xjc z`cC{w&Vd>FsTFKG*~42~Y?tY8twTs_`KO`QdIq@np3h!U_h(8+MTUO~9~&w-0Gylg zN1{RKQF^pnpY3a6hAIvaC6*H*_y%1^A;MzVoT?i7OaSg7&z8E?#V6EkojflW8XKC* ziQxi}{>+dyLB3_>$btz8!F$OZ8Y197g!>G|Vgjh(fd{Dv>CMIXyH{n<3`rp&lvpA{ z?uJ{tGdrPc+vQC-hE0*-Q?J1b)B>i$o(q39v*$6*JqqGi95rcZVN^n(fC$T-@Ty;X zJdq7F!+>K&DWafpH@q~Z6|wF}L*X<-EmaXoEU4UrieFSn<1IqQFh@|6NigWZWAQM} ze1fOVV-W?7hrtxToSK#`73aiTvZhbEc`}wfs67d46g$(IyZy`mApB=3>Po=^3C;US z6E~F#IYTWJ2zmHOF4CZc)JM-M!D>r=i3OGSQ+TM)N=J9owFA+VJcSshJL>@}vCzJq zw2KXHhFOWaoFhR2dCR{_8&_Y5$ZE@584NneTket0!EJdfqM(74w_4CmfvfXkC2L#C z%V|(T%3JZhD14Z>a9Uf+ODw1$JhX4Bn!?+{lhdGt@YHqM!jo7~dB>-V6DstCzYGW6 zgfH_Ffhiy(pU`hSBO~Z-`2?hj!ppO*Jjb$G!I7YVoXFX;awcqBPRwA?`JwZr?06VX zkkPGazq}t%s@Bda!=0bdG}G^9FJ_C+8g@E?5n{OlgxmwXdOF_CCm*d>XLEVkim4Ly z0zxh4L5wO<|0W$b!!z7}7;je;ROvxOHyIcqsF@Ib7jILMOo2O@($3*ZI1N|5Dv(q! z;9dH>p7piqXK?6KYdJXGo4AVsP z-^#Zw7oni0nOd~i8VXN>0F}(%jM>Y{Y*XyRHC4lva3mUpo{E!qfPTllkR4Hp;d3Da7DV3A^QHagRhR(WO z?e9dYJPF4zxmv+q#MBb3rImal3pH5F2xTq(G}v0l05@1mYYvB6%Lq_|Z|Ns_0DFUP z9i!w9_5yKroJ~%*a_LC_ICBVC>wPeD zY;Q3Q8VpTk4gsq7EiI1|k=Eb0OaRkcO25c6Ec*M_AwUh5zLaZZ8Z0FOn8DJQ8(Gja zSjq@cefc$exmn5^Q2Li&o&m16_KbF#i^%G4twVr%+oe0<BG%edoEMN2gM4;(+hH zakf~iaj5>@@C+yU*>`Wwy)RbJL-wh z!b9QW{`FeKfbKoQn=NGN+utLep}8y7ENkI1Lvz1X4V@M)Gr;w!Z84Eqqkn2+0+`;n zi|O!u>>1$RaOK^i%yNe5LRC}-2*|+;YD}%c3)yH|@WT51!@m=Ww||V$7#%TSYvK+q zC7G-1WBP4qee4jh)|b6h%FArlzwC7gP<_3*qM7OO8LcZ8{_S6HCJy-CYF@K0(EY7; z2vB`0+pOhHcKuTs6Tl3X((3u4mNEiVU#@S*)A?8(4&A?82L)^&ciS0_2d(s>t^MOJ zalrRp<{o%HX4v1$OaRk+*>%5jX#e!!5Q?gc^ag5PqWid`mI`ly5I*Q1cc8#x?^_-( z$lcK2w@d)j`_^^pb7+4rh;ad5O76FZmFx)hFMT}&)_M;d)D=+uJ-`GoY0z`%4Nyz~ z?*5Xlh2f3ebj`)oZ}Aq1V02<0wMO}^y>Lxw%d*PE)go1XDdEyUUrrYi$fAk z30L7T;@$L_e=iy!0&bYgOrWZM;zIgi`oc@IDodhaL~FJLiEjHKCJ}F zlIO}GWiaU62|8S6^SNijafTJil^BXBXdo>7fL4^w)CK5mVaZ@M9e0kPEH~P90t`Cv z8J!I_I#B!^!DkT#jfcUpTtK>rDH5Auac3oRBrj8YG1=}b79MF*?=-1<<*Z=|_@j>g4sNHjn6bq78IMB{)?V+|92MG#P zrn@r9{jR-ast1e0FQTCFhz_IKkvp)Lz0+>_sIw_~~R(QrPUhWL`ON`~+g{mt*k zD{76(5v}(MI$Ka|c3C+&zLljQ%q&t`=5{_xTSV=#QkvF) zG4B>W+Z^b$Lq2yXA7C?FkflM@ygrF^7*Kk{-wrhj1+FmTXx>m7Fy_ZP5NEVLgigo{ z3qFM{-yA8;C<&PIpR_65$ai<|(m^qFBBMLSSN4?t?MN2Ym0;NWHNz-*6?=RQdyF)y znr7G>@L|Mz`b&O^=8|;nXt;7ulR9k(c$n~0{UMvcr|uwfL~1eIcc*!sh6oXu^CSH^ znad|C?r8J;RyG;FK2kc73NWO|Lv#;49ROF&&&SF`N}|&gYM|11^K3#VR`DjRyo5WJ zDM|vS{H2Z_evi&Qc)pu$xn81e^u@B>e?L+@bx6UqA|dnpB8}yKI#xn1L}1RJ7oNJH z1T>xaNs6-V{l{Z@sg!|9MOjSC#FI&1jxS5Aj#U=dmCS~ft>@Qem~2g79f_q?uO$+t zNkyAlxR%$lit^xCZR%15k@ugkOz3={%f)uRqVpN#Nag?cI?}sPgMr`YwGP55hIv*s zz2Xo6zPXz3PUtdN!F+aoc=$6{8{&HaAM+1f?}h_nMwPP%45RykU%^4{Eq;-I0f2nlBlYNrVUAcBO)HkNvB*cO)qca1IN{Q08t2oCCk%V@0P&u$5)q0w*6K7y zgZ(O@Fafyl^LU#`B>fYfLjZV}{@T)+TicV-h*sr}Mgnfw_7uN&&WL}3R@I?tlOyUl zT2+T`{635R0$cfRs?9r1ss$f#1}{0*r!55X&DA?Bcjj(5NeO&t4?iC ztBZ7^FwDe9NJS4wC_aoYkEpO(&?42P3ZNlJMurwlMCjd#?~X>ZZ7s+s(PNeAUl{29!!noL7 z%+GWZ85G7ytm;wAg4(GnsSMJKMCgfhNmEfuY*1?PxVlmitYJzH2c`QlhAExUa-x?i zP=<;5NGQ@s;6W>I-ON|I03Oo1@igeMp`x;cBhSbp!2sII^^;Ss@3YDWlN2ESl zEvS&s(uT&MTE6c`E{;Cc>n1@sRe$B5!ZxVTy(RvBDIA2vc5Ol$FSk z@z{+6{}i;M?8b;5|82vEBYXwbP46Xon%Az@g`96y!m znLwbYc)N&M!Dx>O(4dn>UE(;JP--7_Njzv}Ve&fmYG+ zeV$|K1R8X*R6rdbAu=GHF{-9;I99zir_sr%a61-mZp=*t!mynzel3ee&q64&c;|7r zqtzu&g=o-8ts)v46Cr7D6)_3?RLA?FHzCnp#|KzYIsEm1WZ_T;3k?Vdkr0k7-Rjd4 z2Bh2k*n}*`eP2enYCuj8G=wDc)J`^22Y8A|;Ab(u8?DsoJ_BOh!=RGI2X&8xs|Lge zqo9yl+uU_LYHK?KLM^q1FbpZe)ZQA3I4EVFqYju*8Q?iaK_RtN)au9fmP&S(ed_=6 zJ^;G^_kwQq7Qtxm|K>!5CZ*>}1>ByVRsEa!Oa^9v&r<6yg`rZpw}(O1?P+}8uN&vi zp4vy$K2I-@h?`WF>BdBRS(djYGQMg`4B%%ii4^PV^1=34Cs64f8YLAuq}_TZfuBke zD&}QX(q57{6cm#GX<+n7Az)I;rxDR3@tIWP%OjTBV<2xcq0wuF~7RmDlJg9AT96NZ|kt;Yj@hda{?B*xUODo&}ARGjt{1?yI~Ge}gXH z5bkMMYe|G;?(XCdAASDi$G`pN_g@IE;q;?*SeHxxO$?B4^RFNO>!)9T_4RMQ{^l#e zHk>Y%voi|lcbNX^Cm((O+1HeGMt>^Hwt?4EwfD4^f+c7OHt=U;rG;D(bArB?s}`v$Z5N3vb`+ps)0Cj%k4Uw{1N z?+0>$0QW5trTso?OQm7Kd1kEtJ|~V(>Fx&+{C-6LJ&13U)_B5O%LUS~s5~<=0Kk06 zOj_SJr4_r=`Ia^g>zjHkgkkP0_w~<_%C!)Yr1~CGz*Mky8S1`A{A6ekmaUz;sp?=k4~i(tQsimoM%F-!0uz zD!0(}D_=4Q*e>qr$~?XuGoO9#8TWwz>V3ADw)c$qroK^WwxwE5c|nt)!u3Vk-JDzB zuf9kOkeyd(LUE~%Eb8f%Kme7!GM&AcPiCX)g~0v1qDfHsA*&qZ*|UFl{eBtx$`8T% zuR(j$)1HaM@nK(FcK$o@=)TX@{;YS4Dzgv-SjjDu@Y{$Ft`pYwYnccP_;)k@CEbcB zGoj(+nbP)==Rko=4c;az$LRZ&8vc6_xomU4NMrkzZ2?d)W%6oZrqeY!uQ?fY)=9s- z1_CUFKjkofe}AUId-(IkP=68tRz~Jff4(UF`C_m?nUGt0RyI5O#e4uLrfwqiX69`K z_9)5dMnZ39-b&zl=8TX0<1L$_Xz5qaB!=+7l;*(X*1Mk8dH|SQV)HI{VQ9Y++kFlm z=TH7&vzNPd`{hp%Ky^Od&>^3+a6~Q*>FLwR0GWGCXFI*VH%k0RgVJROhRH<@A}$ zmms>7MdL%fp;1Ou&y*DzAUj(x#|xRYdfMu~2a($?G?_L!#j$#MBeq|=MPR_^b_+k? z+Hq7Qv3~6q$$`SVLBSt{N&9XtX4F0^j{2}H#!E?$r7A#Zayyz|=@RSLj@BfoaF3p! zxkmhIycq51TmX?p`}OEc7L>RIpr?~d*>3Gu0t5hxasWlh9!_NRPL-^^Zf#G)qP1Q%)_V((G3804XYp3=OKLfxFCCmACeV}6r)V*lE zOO}KIpG#SaNB2Nh2>nXg!~mH`JLp$FnrHk%&eZiA?Z_Ztb1mk6K39jB_p8Ms0^E?= zHaZG>rwd0Ys9V`RXrK}S)R5XXDhu~cZ43Yt;n&dqmgZC*wI^3^wsX3DO|?GzjoRlF z*c?(Y4NlPsCZb&Loq_{HlV>}f9{Q6#qa^DRsD)f9gLXqx1p{DhNNL*C-YG4&Gvwfx zyhdL{TJId}5wMj@9X|29QlRxKbutLp?1%Y|ES4Rpetrl5Fu9lae6F@4^y}rh&%t9G z`G<`xar@aA0AO-lEif&Rw`}{xRYZWxw$hKo#ti~MF^7#C5HlY);5b^$SF*d%FOJ;j zu#rnyuFLh@Prp(Y1W-BUyWh5STC1$e`=$I0qS;G6-E=5BK)~kOfhAw87l)-XykG5* zQ$Xk1fqyRxntmm1Vt~xONbc^*QICGTNdG;E&ek1k_Zfb4AD&1NzQ_q5f0 zFNwoOCKhgFBPTA$e^RSA``PHf2a)sHa{PQoGc2Nt>6gzy0F_Ha_uG6cb3(t;Fe1R^ zmi}_KJe!Ut?*15Ia=(_oz<|$bfbKpR=3n={AU@ZnSkD-9--F0C!t(jq{A?{k->>!x z05Dy+pRd%ujJ{U#_aJh8u%g*NVPn7gz&`z}nEQ@4o zt_vtg#2BK>ZK-E>ptF9D5j_i0(m%WKFwI=TftI5#K z2gj4~u$s*Bm@*y)nV6(0oQ-3*W#$13BHVg*Z&CkD-92v`hAt&M2?8-e&uLEU#grTA zBJx{PS%!mD78YGOw}*vE5QzDoulrWpVOsNlKtUpN*Pmz#h_CNBlDi@fQdww zM2{~f;rY(>ene1OOJ%SS4(>j}1DsIcC zeav~Y%K(GSJ(On7gkov0WrI$wNJ}&baetn3O|gKbUw=L#z;$sxpHhF`bdXS zE<^5Vr(A!`V?P`BlQgv7m?sFZl*^kUiu#o|B8Irkt`njpz^B09bL3M9np9SUBu-Vc#M|gmJv?mkq+Q> znySxh>n2>KNkC|FuOyl^K0D*Z0df(5t(#TIMHZB}*&CJUZZ>suysal+$aoMm9_1QN z?4Xadur=cgodko{)2OxGx9zM9V#auI94GCik&&UHS`=}e0beZM+C zBEaSLDFx>kYp(?cd{@R1zp{`ykA77pjH8c zs+WuPr{?R$xJ5wW&q=7l)!+Vm5QA3- zu1qCnu`<>DHfUuk2(ZKh;du~a~BC2mW5)j~q)UX}8+LLS!jFPPL zMDKJ)H$avE(g1xn4C`c6B>WmoU2w$zjT@ylFV(8p=2;X z=Jp{km>JSO^xuQXsWonN%?qr4sWl?N<#a%+k&B_Ye(3-NP&xdE<#;z_cF2D(h=rB? zTHFUQUdUI?u_$*G8c8n*in1W-4B*X~%j$$Bc2YQOQ54j?priclN;`=$u`96XmI zit~bcrU>^vh%Wy4mmw|TFwX}j&1dh%hv}SL`@$^%7pcwU;PibM+f6@+sdE~ZluwrP zmuiLXKUxl#N|36ary_hm+)PhTHnQnph*bW{(ZlD!-En`fcl*(jP9;=L62t7j_y z%XtvHi;(fGFdw)j(zs#13g3%hMHplr;x&FUUv9V*m%Bs^bsiXnR0KlqK3-+HiU$oV z_(3Sd0uEA-@gg-4wlQcjvsp4gEp;d)B%?FkbJ~+lbHY-v)tLfV$kB-Qdhud5D*A4% zasmjsM{p<~+eA5S@_c-*f@ip30}v5?l9&V+<2@}FTAqxzlM8aeWPebdGfM;l;uZ0i zKtk~+w1mVfo^5Be=XLjdzut`KhE-b0J<}`cKQ|O+z)9^6IIOrAt@zXU#dt(For}D0 z$s={$h%1#A^V7)@l_CyGcVn2A<5I}55;=Y^T?txMhc1AT9i%}zjs~4u(H`2>Dn$&d z+2Y4CFb)NUlnU_nky1g#LFqnzp%tHNJ_=k7)>^8ydV)(lXgy9^ul5(~)##LlHYRfK z$S2JiYa^J@d{k&2=4xq1dpQD0hlJu&tw{S!H?+%3W@JO}E^=f-38Ik--5r_~3CJyN0jM2DTq%|h1F0PRT1K4}38)gN`J zj`nocm@F55Kh)ttJD_1fDp_llRC|dB8g%Z&knYOa2TOaj?$-c=O3JJL!Dzggk7XOG zJ+BHR6mQ3H`LXMK;NP&yEq*O?s2m4RafI}ftF*@vXb4LxT`%XWpFbPTrZl>#@_l>h zDw)tsG3KAoccZzwL!dpz1QLp=zVeUB3!-XludfmhT2#-|VsmQFlp`djdOmy{5=V}L z0;Rv~XPMMZ>912Fjg_QOa3@JPt34DBRfd9pK2|6^3mR|e3pNdtC}&~gb6EMB-;s51 zL+heedpeGcw<{FKv|5TZ5Acy&z+m?MOlNYSI!P_Euw?(b5NJ@k9h5fQX;KFs8@5S> zuk+x51ckSuAO{N#TOn%jv{>d=t6?F>HI%iRVRmvrzM1&O!l_?+?p zcEbc4f9DMc0LUBsi04uC$vg&M3n~}@zs*m}&3}e6MquT}znh!OsXMomMmXd;I7^nH zZ@m+82<%O08uk&Xt_jVM60KJnHlg#?hWF_roX~BdTX9^cNZ4)}K}rPgo%A<|2*|z7 ztI6VYOM8~aQ$HLh#4JU;2LvGvgU-W3hbCx+l%-8_l@#-!cI(^2n#vlwKc|=hHWZfO zV;3R`0{?;dnQlXxujEOXh7qVvm4Jg5!cw_Qpe-!wMgfGy|9rHt2pqz4->=d*Ii)=_ zbY#(7?^HHa^nu_ar$U3$V?3j?1`;UEybFB2-0~ z13G+0vo-wgDXl;erCOWMavGHGARM&dod&Dq$cdpfQVR-D(0CMHTCC6cG@Du?Fie?Bf5NzS^sKAVa^k60XF83Q7fj zqWcAHr2gV-|(TLRVXt# zdSF;<5kAeUG=~8jIiJ?194qHX6f}^Ib{B`UGc_#RmX1Jz!o3hoYAjJK9~NWT#Wb`u zD}Ksg&_PHJD>~qHE8G2TApr>rXj{BkuaTwzVxZ5sE06FK6@9!=l=lX)Bi% z5PI)yXVt!kp{qw<`h=VapuSDdX0*9q?e;Nrb~9)IfXSBf;t<_=>}M$mpxy{nUQ{4T zJi`j=%vQ!a1h_YuOA$yzPijWb&^OP)kpc2s^t7ZJmH}o||9wu}9JZ=F?nm_BgUIo} zoAI&&;nRNc9{^x-xZP=60@=?>|2>F5Wa2^I17x@nHS;5X4ceQYCRS(uugBl}v+wc$ z{fA*)spO_rnh&|hPWuLC?jq?68sgShNLz{^FhZ8C5D}0MlHP{KmZqa1=`QUR&i~!@ zvv`rEbSq@&KaSr_Xraj#@5b{GF zs9De!4q5)Rhfp%1`6Cg+s5zR>7W1X-$rvVQBTPD1NCOQEQo71sqZzr;{*|gH+S65y z4E?`|M!UBTTRMA(j$!cmX|$NF&ege{Uo|K1D+FMTOmURWj+^2F5Nhv=up`V=W64(2 zr-MQ)uuy)#s$B8*KOaRqfT8|WsB%4>!N7?D#Z_?!yeRA$dV5v*)x}#{Pe9Fyu{^fPGOPfCbaCQAE0vf2NVDkQBHOl?mo+l< zQ;k8hgnS@bw*l=nMimVUQmMt8HO2?p>lMlvk*?cItpW?>R73MCv9=Vl?KQMyLNobW zJV!N}uaar^cNGl_{wAjG>@}{TLsF-M*r+!%+l?;PYq{0--4RZ(hzSLnDWFFwP{rdTgc3u?Ic7{v{giy+P5R1<94=>bum{#W{ z8iXFfB>(8JUGU005mSb$0FX+!K!o7!9c>1i>}mPUi_KcC>M~5hgs+2;AVJ|~cxP7d z4U_s6zUP2`E4=ZXO3D6fEi3o{D)`?XW(OG&hQg-C_aN|ZgjWjZ7$zetbcX>OzVYvg zMAT+`0D=D|)mFuI&4yk4sty4K*c-cx8EpV953I1b#DD73V}=3yo!tf9FmzH}h-6p_ z=)Vl)2mzRk=HFLc&$^Z$5 z{w?S)i_*r@ekzm9)`P%*6!<|s6ayk$hFR-MxD*h2KaF}_p3jG<4O^HgdZ!#MfXMo2VlKN$=X zp=7D)$~f_N@a0UXK7i`}!p%WGpQ~=QrTni5<~V3QR$BCDafqs=cI%b{5sC=ic1+7D zYwm0doxnlsVF(>{5J#6(o6>a2nVb-}jPaCVlRT&)U(wT}<*USk3j9Ywa~I!i4;$H5 zZu6hOLF*R$=UgBXy`}!DIL?E>znA#D%uH{rvb2?}8h}A3^BEU-Q$Ficgr?bN2?wp) zDNKcoWjw4JAV-42eW@^CovlS+Ed9Pt6-R?oOwoJVr(KkLZDlxZItwhQAeYifk#iKV zvJcaiOC=9#cXqURg4a>Uh|ql7X)ed=3O2*Uulq2?k3)cZW4D@KOt&YO z7ixUL(%bQ$dUA#V`*y}A4Ur=)@leMz2?}?1bouRUfAZ1qzxs#K?>_!aNLWTl{O3Ld z3I&aOxyDyt{N|&Ng^Hy_?ojbC=-doClf}BB-BwC?4(Lxor}oo+MvHe=E1IHcIQk`U za+lG}o?=4vp;V;|*>Ds~w_@Ny?N)g6Y`b2nMvbKuD_s~s;NQ*oUH`HaNPELao(gZ!5&d$b%#h&Z#^+7fSEN%I!o?=4vb_(Cww^Ok*;6E&- zLRHI=pnz0I;kuv`qfcM4A4R6M)SgwHjMu4F9I`o3&GDf2Bze!Bt?m%B zjC53_9H&N?ZSQt^T55sxH$S5VlT%s;zb>*>Tl!N#gyunrBYN!f0%?lavGn&!mkAuS zvaqq%e(gdi)SAPV1EGg{nKm-e#1DB=NVV0=iB(lu?bq_W?Exx|)ukej(Hf?bPSX+| z+Z@qjj)kxwe^LN1U(g7d6lm*NL=-{*4L9O>9F2&A z2HJQuYNpy_`IJCg8?R(S74Dm8`WjdaF<{@(7}1r37y+-;QSoth(F zSKy8k7E*?__aOPObYmfX2Oor9tkAO*kwHS~xgK#0-=9Ndw&If?M|_pbDYt9fB`f?d zStk6C>oeUf2Kk%%?^?JuhAUV|Ki%yX zC%^sp%hAMb6I_qJ`1tqk-y*6ljR@j+cXt7WBxLvkEyxd&tO6lOE*J4yGJgU07~tacX_dww>bP$?=MYUy9+iX{zV zw~`pGf)+{6vhcAKVG7_MFr3C*Xm6eyOyb)j=4Y?ml{-?)QdH$yolr=-xZ}6{h+ytY z5y-xA*MWrW4NkQuUyVNfzyI!^ zh1pGPM=9AK{o|KMU^As;|Mt^ku$cn(E%^JZ-+unNgjlM(m(n1lh1`)+UO1g zdQ2-{{qD14#3xh0PJa2~^Dku@Z?oKCKu?x``SCvpx3r~1rhuI+|LXIPq+8l7cNox< z<$w4`>6SLjnF6-AoR>%!3yb?(9xsNGWQTqPQz(7c;zo-Jo%IqqZ`&+V4; zJSe@JDV@*O6nWeEWK>96R%~`lDloL4X4-W3@p8SYNgGbH$T|Dv;xF>Q1sBR6WN+~C z5_Iel^%-bCYH@4JXNJyKcfd3F+Z2*p$#h=aw=5wvLQUzTQ!H34H*=gBIW4) zAp=tmbo0S8{zX%{Yw-ys6^ohbUw)DWKO51xv{$Ohobm2l_-&t$raQqRZm}wDp8^Oq!!l6 zhf>xu8kbzw8Cb?b_x%pt(d5Ht!qJwU1vYJmhJHu5rS{Rn{VayNuKVou_?xf@Z{6R| zJ{(P+$uJ+w-vJH%j&MuuWBHqc1l?+0p8Q-Su_NVWqF$}~i`Sz1i)&PW`C3$ed5x-E zrg1C}|LPjmzke-Z{rhWFfBjlie|?SWe|;^g|MhCssVu0D6t6_RGUrTXF>x%_R7&Kf z({j8CRsN}z9acICEJE9%D~qS2>8A3DTTur(O@t;OC&iXxTPun`M@=tK2;2RjK@+;$ zk>B1YQmkbL!dsck$-HgV>+DQ27Nvi`n^j@`|n#o~|!MN?Hw!e9Vuis2PoSuU3hne|(*)Xv3KFt#yQ_bx5TBk>Jv`j)8du1zrrY(L7ShrT&x=|A&W{Qqod7Fv zS}rV#t5)<4iAv)j=Sp^p^yz}HuRdFh&t>}UTe2$@WL&LF&v(jeyQEcf_qLWfPumPOw>E9XGKmHhO8$E((7!dHDu{zL&BuG(GB>EZ<{SZF_` zI)A8do1H}@4PvhLrN?g7zX(X*+BZUgMsZ8`D{|Ix0a?xH5RUI;v$dhPtsx-`_l3R( zpJ1++XEnG_(IEB?r$`?%;XKQ!6?s|?2w?#;K>=C&Pfa5*Nf3yuG_QhJdvnaM0DX{gDYvX zmnaR7+@a92i2vNyD9J!I3o%ohoQwUM)V3lPWSe^mVG>S45QMeZJ$Q zib4XmxI#ROPC6>6nn}MnN}S|$Sm2t^Y~K-kEfpN(T(5qsY zxrQ4(9^P<^5TISuA69(6A}=>9hEDqSu@nk2Tk)BVD0FJ6Aza>uH`xyV&(VduS+E$}wH0)AJL+_p@w93NtvVEypRFZ!tv+KR z%=KLvetJW;f^4IU7Ug_Tosh=PI-dYUxNR+uZgqu5*j3!~iP_vqem!wt(qRT?xhx8b zONuP3jw3;(ewVk#G|mPwmC#ts9hxGeduT$-un^{HFBM9uX&ch$j%3zMiHlnfxg2fO z;p6f}va(FfM@r4HfFg|CtI9=Hp(ey_Eyyc^tKl%>17*Z38vkDLe$}EYJTzNvBpL>A zqb2i#&(D=aX4!=iNfq}CFvPR+jQY^Q!qdZiA^Vj>$}`P{be6UJ^|{^&BRR-DBx@-w zgn7tov8J`?e7Yk2L!>iXh0UMC#R3HlZmaPF9(mOgwjl{E0TL8=+=JhtCJFtgIF{OS z+KC6`;mBan;qg1CJ^WL|q+wbE1RHqp+qABW{EPOe8})u1q}7aQN3H( zus|(Rq_AW{^Fe%@T3Y;XeZ;h(@fHzMFatvEVSF_`JQa>LG@>G-OYSrlWyzyKkGpAe zdA44=Mhk%N|1G>~=()%5r5tDoU9Q73i^tRP zH0a!k_AH+lGKQ)&ey)S#V3`Wt2esav>?cziF_49qrLN=ar0DY?B3Tf*O|?uAIn!HP z4UHRotu!1866CEUaoEWQTYEUp7R-Xky(B^@ySN9@l*X#=0u4e`N+2}!h$gR!SvOOm z)TIR=oZgIMN7YT6yqiJ(C!b0R%LnDgPhb|+>)$o(aq zi?l!49X5RUEL~UdCu;3nH|T2^cy`p_R1+We{6yMATZJcc>R{8@$auauY#VBGlCKz2 zf?>g5OAEH=G>=K!1=uOGEfwGNzoT*q$k*3TMRfV(3I*8oBVp6&{G1Qprt=LaWR1Fw z+0f1FFr>gjoodD`4(YY!Y+2}xJ0flmRsA-j;s5OogYNkT_uT-dMfeq~k!%PRAGar`z3p2iI zE>P&KyDkA(q*9*S=`-Rb#Uo+EfRvXbq57YtAKWW+<0!8wyrkll)^1R#T%K!Wm~8G! zhF3|zDiu5K6Spj6e8xpR@3$kHR&sD_Kbv>s#PY5t9P^B@ySXuQppft{i&{TOMjNsCmL0Rhz z$P+mdsy`KRO%Y5N$c$+D>}WaPEjc3#XB)Pgb;Nd!3>$tXZSWJY)Zn61YA$F6?n2$% zXc)ckGNOit6|$AVXHk6>EH7SO*t8jj!pb68loPIu5?h9yGAxm7EYND*RK5Qp+ ziIzL)UmDR~;?~HpLAF{sQqi;?yWB*!EUy1q=&h4eMHOPFfT;?KNx$grZE5 z)MVUIM};c(CGWr5QqOWWInY$AYSgr+$g31!lk~!BUEQYI?u85pML9agbC9FMc7Y@) zyx%@LR$!qnYo0Z2;$M!&SB&Z9HF0~*bG;7i`*TssuXm`MCv-+Boq#|ay5&-V&zft) zIvaM#GD5!lvKUZrFC%JX*dR;G>`m(DP&qNVlm%6LX<0?X3YlxOSN)ZrG_<<Kb)7>M?Rr&W0Uw95cCdyVMH++Q%_9722wtjU~x;NnKbOBLm7= zjfJ{wttK0H&*vK&PNglg)cUHFXYH-Rt2JO(S8mSjD$BQHuq(?HLE87%de3fbo*E*stzp^@SZ&TFButA2Ms&L9- z7qskmtJc)Dhg~wE`xhc^X|EBT27To~mtosdIuiX=+quwKmTqn zN27+M_M8b_S)WCJxg#xT{+{NHL=tST&#Guxp-Y`$DOF~Nm(`dUQtDLUu%sg%7T+!9 zCBjFD2gihNM?5UYlWO>n5Dz&TR&6g z%jNo485_^%v?9vKx=4BL>tDP1ut(Of@_jcRw0SO9BDL4A9dKB3m1mqK{`=SBnVb)M zDE^|XcMx(lOI`d~GJIVj= zk#b;F2o_!ym$a<;5;ls&b*#7)0b*Aua3%CT1!1vVy}Vn@W*fGxT$$d!dRalC{C`Sc(Mg_^K*JgvYKGEGH!ZpmnZ;*N7Rz`!9yOfltfz{zj%8UP0?Sld7s1I# z@m*YY`ENj4w+q5zIU6U_1fBjvvvAaO^Lt`eGnw?-XXCDwfpv1^Z%2uLI#(+h+eiK) z4r;U;mBzraM{0LTBfQ0YwP~+ebtFCUuF#`Z=<*1WfqISyJ=M~4C(lv|OdG-I2v9oA zmv&!Gr~@Q2^ME#RCm;66+_Jx*@ozrH9|fM@-;jQ;@1JPTEr}dT*ls~sEO#~(fIrcB z@FV}LaANz;hASmtm296DpSWoS|Ep}_w6{;M)_`5I1}VOweIV4^t{K)|PG2Je%Vf*B z_$d9rcZBHWhwUxr#0@Df{Qx0YD9h#aUhyF{ywpO(_Hy}J8CZ9X|1QV#7_qcCO|@^2 z=)Y137Rt7^doMIIMb2z*YYQY)eG)8?kGT@UttXs|bI z+^J3T{`-+lRZ_50mLv60;#U#7?d1q?u`Y6ZnDA>H5Br-d{Wm{ft+z8ovMhW5^=Pis zD)5>dxp(8Bn^*px9^s_+k$cI6E}eDoa(}rUZ|G)`sUG(;oeU8^4_y`sgUYR_LVJ1S zRyos|4OIT4rmaj!$;+Plbi>gCsm# z9hSUzR8E&zrY)j~(o96iJr`mGb9A>i*T05>sr>!UlBwPgxI4bwxq*z zYCRK6;oqf~Ga;Edlp3bTc4&r#;7?N+(^I#_-9M1Eu4TDMS8zMkPAH;^>Mnmv9)7$F;jTu4&g}r*uL>@Fs1!n4OGwbYGpi6VGrjiu=}=vpEIq zd+s?Ma7j1dQNGpd%Pe&yW0QbDLFK+wDZ*h{r`aLnSkQS?>WtLkjh1n5F zk>kqq9$Q!6?EBKul5CH5X8_rf?VXs|n2kOqdivlr*^+$BazUU-!VRKe9L=U8_CN5C zGym=WurH5qX1>fU;8meGj@dX$H7gHCNR~CW$0B(@EOMTp)r$>6}qIN`mk|Y6s!KKtR5z$@C$}K&?$V%b*<(6T9dqIbXRs-)Ru_L&` zO~353yu&1PwXc#_AC2e+1Nw%Rw{A-W1jkE9=7%I`m~uV%B~DuP%k>Bbr86cpv7dfh zyHwYn0M)dv)K{_L^;=hsBo&{1)p#l3 z0R9o+blgli?bG-KEvBT#`fL4}#kypI!YVKr(`LUo8CY{2)(pmjF8!YlgrUhMW`$%l z!CIjpOq^38`UynUD8gXaQ|GvoWwcq1j^8PxQw;^{#VvvY3vENEK-V-s5((k~TaV{>$l@&<}5v)O|V+l(muAta2$Mf!f?`Sw0MtjR7qsO+O&=8(q85Tac z;(VZfRtE6|AZZgWmo!Z1-Awf6rLvV3h?3p8t3@ps%C1_N(V0MDsYvHzM|G$`KNrn; zF!Wu%iyu=p;X%}IYMAe;(6GUk$?=0`YaNS(hGlXE85W$=w|8_mw;#WF!sH}PJGD^L zR)6|WLjn3K(9d5y-+BD<+2-^6Pnm?IkC;k?G)QegDyt*uBBnYH1(91?gw~%@qf#Hz zn7wpd(s)o}iet(He2S^5?m;ou(@D82SDNd_ROnuC;Z+p|i#e%B(?Dtz6fQdj{J~Tt z1CekZccsHY$)rVP4y}2&?=UUN^h#bU07C8jygVAwKDcgj`j(`%Zr`;b3P8Y9#Q1M{ z^&si6R`Gq4HDIHI)DJCrLBZDGTH@zrLeABaY)ijT8 zF_NTmCljf1DrB#vvU9$HQ8LlDN|TToL3J%$k1qLr%SRj65e$$JyyHXYe=TSjq~w`e zP|JE!s6l4(_zN-#Ej7}+CC|1S*;M)Oh^Wq$l8`B=XEj> zgF^Ib63!?wOD5-6gfd9Wft)#>BTmZe$ax|{ciV@~{g_F}lD#TbVT`$u4vGo$$fy^k zpLKF=fP`R>V$H8<>RBhnhD=CaiQOBe9Z4Oz+^<2>2^@Od8@yROgT9c-HEXY^YO# zt}-Dj08>oSZ(mhUIvaM=t!;vyd>FFC896=-`6ztTJvi83>7vnnwNtyFUcDvh>CpQ|D+WR0f|r=~j#=WAj8CL|MPYDCff?iL z!aW7>v&wS%IyPG}6&IRq5x`!e>vHCF4JzIKG&}4~_;jeGS8iT6UXM`FIA=9f&yBfU zGToZ;H3n?hufC);^L!O&Gy5G18kb>zaX?EOY4n;;X-OtqGokRXyw0SIt_fL3N5i0V z5#c#VC(I=M{Y+pi2@2<(!lc2%mmFVlKtBUIPfd~qI~lY;a^x(yCp;TSGH(V<6j*%0 zlKaCc4OOr_ASu>TxCMa^f9r7&hL_B@X7Fl|##w&_)~j#nyoe$iyps&OR%lon!hxKo z!$Fl`bf;*u91y^u!$YKWcuRVn5E&Yje9V+%9`Q|MMsX6lnh0+r-ZcmG4aB?pmhKAR z_DhypW@6p3pn}q9P#jRo;_=X|Gy(|hYVGn#FM07y-s)pMFxb>;!hj90(^)fVjoi%Z4wchLYUAb_ ztS&}Lq_(b> zDkv`0FLD2}S#beUqEJqg7G*;POM(ItuNpdNDPcJjG_KjgTm7J0_KA>WfGRD(IS*=x zd-|0wfq2v7#dx#0_bjNO8AZRu6Nt^4Q5FP#5QEYzaVTiO?@6zr zncp=AY}ikGp@-v1bk%Y*`yC1zD0^~EvSwuuNKioPDaV6pj}MbKOFb3@J~}<+_;t}n zr^j$WN6D$br5o&Lyb^0xat1KyT(zwj{nNCd0f-szU`dwrq$McBK?@~PInD_+E0H`4 zDrlFLW78~1oBYk%Wt;~!pN`c6eLh6cG#wif6i`Y{_|R*!Qi>qpqFWj_^qO@`6$NCJ zAM{Mtc8M?88CP4uu2q{O$J~bOQF&xlc{Fc1vXc)gl z0olcGsqXcP)+9BIU!b7jQvHH8OB<&8g|i*$W=hA?(TRu*-Yix@g5}q3i8`hE2Wq!W zP3MpaNoEw&GBpB152;8`qB5CgsmO3Z$MA{%Hq&QoHhdD&poAKaexp^NNxP<5jTgY6 z;;T(YfC=`h5^hZZ&J2F&wne zZlWI-RHyDO_V=UqOtW?q=UKJI7k@)ORKN2D7tQja;UF}3Y$;6N9+%V6pkLBeTSGdF zC>jltEKg30;v5yqK@NJ$isQyP=&dUS0ygh*G-jVTwu_Hsl|sY#&>VOLZGSU}Mg=@` zO|!PYXF&yZul|Kra*Stc%`KB^R`*6g=(&=B%CqS{Er5?E2^*FK0S!v7>^v-wTN_EE zWk-NP$EAWv5#7YsFcoMH=%^i|g}BXXM}mOstWIXM8(OV7prgGzr|xlbXnV8vu0ufs z`9mEcm=3x$%O9Qv6_g*UGGV!*S^1$cV7m}xE2@Sea4e`GrsqRiRKr0Sr1wtEw@=BDz^x z)fljE+17z?=+L2{(|EJ6WVL?UHb|LJMd=qccbb)c1OXRmYB5pgzB6AnOH&pEKJwi0 za1eD0n&mme0UhnmV>(T>Jf=f>lYUvVb|>dS4J~T>YZ|0xEoz2?mh;<`j_zmC($H_3 z13Fr`$Ld>kqn_D;oLs8Vtc9DSLK!*pEnQ#Bg4HZ%YD~;NX@{*bVBeje&}4A;(Ftv+ zANC*8exTWXI^A)&w}_%g;xdggt8$l6A$`e6Q=rNP)$cqtNXDIFIZuMbEh9lQ?*2yM zJsQpDb%11xPOOzdLez$9TpZI0c;ru(9GZm7lOS=`gp1}tCOtZVJC%_%vg06eS|mk- zM&*c(tWCYwM2gcwDOz1aXUgb%3dhBpsIx68hfdU8Ms`8I`J3UOb%i__XeocPc#?&x zLQ2!1bj~XEJ-w8R~AWn zO=)bUOsJyV_lYt+hM-xw9}}T?n{IRK(`tNGLU;Fu=FB&m=ZuPCL9z@%x~&*~!O0N6 z7Cu6^SQQ8Hj#t4E1R*2Qbx=rN4(23!PvppcM+ z+9Dyxa_rG?I;D$(cre$^u?`B!jnF=Q23~mctDp%IzMq6o10lr<2N#Vjr>J`N6as(UQ9SCl%z^2NBk_q!>Wpm{O z3*}qR)Z*=gPMjzPPkO`AV#-@7vdA@oa@DWy zjN+4N3l8hxu$*?phZ#OTwbklByUF=;vXVYbHug|FG#lqf3Ue{0v`b>spfG>*~UAW#@ zl?OF~LiL7o&y-f=y(w}fwX7;O(Hx70OlYbGhk4p)X2L0Jz*S3HBouwspzif%9&KJV zXcQDKxiG1(H}{!_U@XkN&K+oBQ1PXq`r*}h6z>|4H4Jlp3xH6&zL@G0Gig+QR&@1$ zcmG)HAPiWlX_yG-N2wm2 z=~*7_?w!O-*d#^0Ksv<3iklfLCZh$9Wx=Uv3{w>@8lvHTKG4oO)bRwJ#4gsL;Hf z(==v<-787mE)wP;<}q$Wq-I+cdVbd^SERL?1sz_?ho9EZ z(IjHI2q`Z~=y!cMH1GVhqHDR(jZ*e>q;8sL6+#Os+ft#)%W4X%E?1eTq=UI4UV*Jt zolQp3z*j4(1`AbQW>Hud<21DEmstULiE<(Li^? zqHeXkt^g`5t??bhBlIXe@eoZ3(iLED<3&}HUI7nG&Vm3AeUzWjx8ndgF9;6Nj2xP? zArgQcaa>UU=unNQeMLx?46?;G%B$=F@g-`JM=}E8|mYe&J`Te1RZm}q($r5 z(2GXI0YYY`imbcaDj#c-h3A&g^F1-lgWyVlr%0(;Nu-_?J9&72^(J1-&|M#}xV z1@70bhvDu0O$*%LWVpX=f%{v>edi5z{1{PiQs(|*OgH}0R%(;VGy;x2_of)X>C)+U z@gi2i0$Kg4P75IfJ9&ZzBRypWTJv@ zqoe5HxliUWc`#E=T6RWTpKQ2W(&S8NUV}$*3<;sRcwFr5P0M3-=^}ZNc}}pJCwSY6Fd9@Y1^>aP?VSG_9YG^0mdxuWY!M0?H=t3D$23FyQXgp$U4AJk+%r-U5sDj7 z)Xji6Sb|+-_I(yC$AZe0SmiO_sw>H5nJ__zXi!3U9?{;xc@j;{!sA&`L3rFRt%N6} z<(0ncjTXF%(adv3$77Oh=R{QaIxwK%U zE|VT}R489`%8R2oppx1p4d`Q9>!L_dK#Ek~r}5V;MS2!gK0!F%PH1(<YGN zF1u~&2vbX(m5hQB^_&~4(69j|cj%F#sv!HU-M&Z9Lis{Mbc)yGTBWZJ_$(!Mzbvx9mE;%G!z6wPSh3@50 zH_cpvnchq~*CFI(BlD&HDT=f;dfu(85h(zODCt9c%@K02Nq&<*SR-9xh^a7Hs4y}>Sx3#saZ$qE*fIoSMY z^tt03F9zoUgsM}Y-fknCbqwY=rS2p9UvVl-Mi^nfsV zd};g&VHbM#^Ln8Ns#-n@{ipC7hMAV9KS8AfATyzw4sZOudXFYci=zA3r2b91v|}+) zSGenfXjkp}j#f1cR?lmCEDgk{Or<59aS}zCc+ayU6NkoBmS+F`bZmnZjQS`sYDf9- zVR@ti%Pjh1yB0AWnDY;LbGD{spXza{S2k(u$8@2`bC_|5r(j%O6{e=qsYA5A*t4}xqXV<{MQJMX_Ao;_vOe0K`oQW`KrmrX2hXoKmI%}30TA5O;*Qh_O-Cs<_Pj!zmbLWnj!Fc~1>zw!&hu_vh2F$0@BciIz~LZNpPB z$tl64iV`U`=QK(r-f;UOA7N8wi&FnaUuW3`vtwv@y5EP`&(%Hyj@gQRh(-jQ%0pUU(^B{HsPih?|BN$i4 z%S^_QAmBoyzs|&C)6j%Gh~0!i6kIioLTPB$kMDaHBphH2gM}_8L;4qZ$31}K&GbpK zyEJ+`jY=V5A3#OjGDEUDFiSU#6v3ILH}UkS>%}5lumTtXTxN@h!vNigW(F+AnMipq zEB03T!m%N*lHYXF@6rV{)ST$5wi+Kr6AWE)1X4pnt&mI)NNYpVP$BuVAEPakzgg|h zXced;0C$}}&``5o21>`1^$&;9vT4CCMhnsY$^)Ty!~RSoV>H01nj5rKI~raP%%@}o zV!MXGr+y1e>LX-CB6|H z$Q!`}5EQON3bB6#Q}&f2p@%;Fk*-5l!|vVQ8#)?9t%ccDCx5B0d6Ww(Hpen)Y8e^f zyzbu7E01^QKdOlUmJ|ew2OWe9Go)2q{OyCu$v>MTM*r`BeDSyUdwc!v{Ra=3=EsOS<>dK{dhbwtL-}9l@aTOZV9Q>A^yc zEIzW+L*Evo$rHWIJuW>3V^oeBi7(ZFO*h@!uxU%TnwfhAQ)Uj6H^M@pdf7exgv#=r z_()YjA?^TN&*7l-se4dGIPI8FV%6>z>?(6Wu3U+SC0E>w&$C@yL37#>xU}a%>*wyt zm%Zah)M}d!Cu;7wI^a8kY>8ye)t4#2o{vI%cIc9ZYC{BlGY3lyNzt(2TyHwpl@<|#nGPiMq+?{DugtfZKu*9_FY&w&HJP^31H-siw*3YivU(TfWCXdlXiVu z6#-D#`a_gq8rZ5399x#7$g#Dt1_7*b0SzL)W?8Sc3p4@H4^;Yi7@xQ$*bU6ml?DK* z3!;bW8iBZ!s9O*@2+-%WwbWUqD+HJmB<=37{GkbT%>dZgOdDG1ay~xIUfX6sVl*wo ziZ)p^KpP0qy27VT7t9rPt5fwpfI35%T^x*AH|1IcusV@F8uqzo>n1V{08&So`bNbh zv$d{Q9Rz6O)!`dPt?gBMAHeris(t)d#{0FPnHwfpdL6jS8uzweOy;?R+ytX4Ebl&M zB#7uJd;E67i`%+UrU5`+GIsBBLD!c%34i(4oH5M^W6>O%V_MZ|^2{9(3Nn|pOwh^-XTJnjP;iZa1A&cDAn82|2FbDt8pI^N zDaM7qP=FE?OE+~T7zh%&)ca;s?nS3R)-Clc0$82xzu{$G-E2><1E&+=H}l6V{B;wd zdLKY-Uv!9JUHj;D;B@n3b3cxuy3G?q08~c}t)MNVi_X7sNI%mYbCw|h3Tyj^_jwV}z*@}!SQp+} zOZN|1{MRkK0}SxGO{2emMl;y)dds>E4hDjRcMT0jgl)1$t|11%x@({%x787X<7l}^ z-L3&AK}0uR%}?YVIu9Xg%L}%8vSwd|f{ZSi&2RG_cT?Sx*;4@bX((-cH%dbW1H8`q zbPWWH+`4Tw^*(^QCNcL)FlOB%-y(q3g=kWo)Gb6cfFadH5VNx`QUie0DM5WRNIIl- zQ-Y@eepRK#=X7q}4lV_ZmW>Ez;aPHySrF2#IQ8RqL%OesI)h=xuiJ_XIS|m5?elUx zDrp@(qu1>KI|$G^J;x2Ny6IWH51_7b=!6hy^z-9|xB zLhH0llhD1R?f7z!x@p-{V5`o~TQu;>V!v+Q(*PiK%x{(asHeIyuighxmt-&3ZxdSt zusT7#?9noN7WTSvZwP=ITWKF{bXr{9Qun1n0IPjUhYm1H>-to^51?*O&=*N7yKZ{| z41l#)w`s%pdR{dIK#jFjr^oke)wb3$05;ZA(YmI!ngFPYtOY-JtafD4`vB?^fVQQX zwGb=~)GYx#1#oTcPIR z@cwAnh?Go2okzxcy&Ko%2Bsw&;X94 zB*@~gHc|nA)E<5{?oCgknbW!+1_NN7*uFocC0@+fx{1vY0M$NCRw>kVfCd1m?fk>A z81bG%T{{f{P@O6CSIJms-Av&rfNP6s+h&y8>RN0Ffa+3=7FV&zs#}Vw_W{%{pfB`V z$MwnuPXSzay8C(s^J?%Vy z)a?le7~plM{h`KJ4oqMd9HG5K6Qt4N9|u&IXv5{gQWk1*_R1M<@5{ z_hZR`4BhLYt{yZ z;S)nRYV>b4@^UtTr+8TKG5l?J2E_S2G-IcR8JXg>LIIXg-ECrCo50F4$?|;ja;7{n zIHs3FDIm4L0yfSg>skNqb+v&C4)LOq9&hA?8lW?h5P9 zB40;YD8yW*eLCDP>HNzD51HWjc!Z25GZqC8m}f$c+8V}-PwDPj7Bazc#!ym-NJ!D3 z@ewrCp!ZN!^OcEZd%eVx7l0kEgxDGm_6LYVnm*S1z&mUca?P1%AYb3DjFRsVrM32zKTo(35PD?5NOl8E_WmovUT+s3Kd|sqR;WyQ9^Q>!$P;!O*c5lC^ z%rno|%eM&|>MreW(@`*|nRZh?OmGEqzUjDDE6O9G<|1}mAHT|S==ybyg+k1A2WS~j z(K}K}ElNu@$|LGe5`(8D#;s8Oo=U>gP_&EZUKJjwFr>bgn<1-<)Kq%4tyQxl<(lpa5tB`Y-qbecIFD%F2$KDY*|fKqxTz-?B-CD^n>rA z04v_#8|-x-4EQ9=SF4kSdQEHKeE=`&FQ{mFJ)u>vJYx&SdpXx*fPZI?Hmx!L2qw#; zgJd)Uz%%Nm^mMnhz|`4%FsDg1dq<(ifc$QH2fM)5lH&)sZ35 zA|Js_fC89kOGq&Lsug)e7lUSH1Phj88ODOpIV+@&GGH+(m~w~(Gy~wvv_7dA4|-Fz z@lgN4@Pbht2hhH9pBxTK=iN__dbO{3bMJByMFRi2d*<7nXHT7cSUd@u2M)r87!rzi z-NQ7X?Ivxj0-`oq?f#(HZ=#97mhO1&Q9h&4X)L(C{(J zOb9*OJVqH3is$-=i}CC3L-k*l4+N95=2a7(fCBXU{i8wm;SrxO6jUDSH3PNp19(&2 zMcfUxkkHWitc;2WLGw^!j6wwvig#m0El#Ct+|LqpD63UND3mwUR5(@7JM82nCYQ6^KAwS-D^=8Q@08R?kppWPDmOa)VN18;akU}(ZItEB~264)WA8S z3wTsJhZ+a9hwLoHg)Kuw=q`FiCB^cfpgomW(j+KQY>n)dgp}D2d&4p9`(Qev1mYPs zSpEwKg(O8;@GDKZ#)X++W+X(Uik1mMD!0Ahiz$^Z#UR;_FBl&SF^Oo%g)npOD>?)> zQC-)$4q7RhY-wvll5KONY~kIj45FMGZyXYgD1?;6y8#v<{WyFMQrs42mWBn( zK4My8LPi3nd=$TYUzxJ0wye@=gUk{^e>sL#TjCT1hQxa=+BZZgz!0i@e45anQ)lla z-Vm&qh(UR8I64eqiBcKxK(DP}aUqz|5vf}=r0>KpJ)k~(CQk^~FT|v5-~&8NxD~%h z-4uQDB@4e`dNk%_4RCPCCmwj{QUf!fEe`~En2;nuYOBwwc8jX(wi2MHFEM}y&*=mk zULLe(0O*wl=d#v1yN9{yPH;X%Q4YYfTDYBEBbBsslbJ}nK~ithjq6IgjTFy~zl;xp-LIz0(_ z$c6Cb&|d>}E(2=<3YIv9fQ+OfLhOAtDKskHG6}&*ax?`83b0h3kNXSSu}L>zm{q2; z?&G&be-YQFqH;7r*+3=VI|9Pba!0r%7HgWhaN1M4(KKub^4 z%W-9K=y9;ef0Ge_B`O{H2OsJWw4a`aZdk?<^^XHkY6C+<{WGTi`0bn~L5o4PD?|-~ zrDo(cV9$rl9y&*zSskWhQD0%HB{3Z~s9ZIt=|pu&2{v@;K_s$8egCXC?j1zY^Mfc? zfr`k%=VdCe>eGx>OAL~wSr|}dP$U3b?uE9f;Whi5nlI9aBeJ9`YFImuC#Gciuten^ z1VYEr(5De?r|+!`^N48h-Z5ff z&x9hi6!p_|XM~!K)PJ+6mJ4b`sK}TQq>;l!khZ2XP0?_+r&MVwEM%#j`nL4kk&3lrxFVmx2RVQK41WR(SZB&m+1;*!J?&z?Jx;GGtt)s zA5HLSw``AxYL6d_@49XQ19qQL0W0XJVZJ!*H-Zv8^tK@Ydci?=sbkOV6*PI7t2J0t z0N+r*FUG^SyMs(J5uD1v_zVPz^L?{G?Y_Dagqbfm56Zr45@N^!{kDDL!SLWQ?V0S2 zX#}3G>W=r9NoK=>b#&EG=w6Q>c{Psr#7mZlEYUPT=$*5A4<9{!%A6?452=dAfPK-j zzkT_5`_eSn4tCXzHCxd!!Ghy1 z?dxGt?NEuvmRgn_6#)%3fP%(VgkyWC28mK{NtOzw$!RylK?`xx-%VD8H;WSs%J6A& zxrI0{;v8ulN*|qd<+Mz%eIs?KPKT3T$ProF9H~J ze9E2CAuv2=G)-5A1O;D4&1g1fmrFD)KP(CwXy5dA=?cF@q*?pMv!LQbqAtE|DI^vJ z4Idv1U6X`kLQUhtkf7jm;ev8cE4fgE!1rEKUq^*u)A+Wiyhco@hddlnfw+!F zP$CAgofL_UW1E$UfkIMRa(6%hl7?{ zR2GGB_&7OEnuSf{#E_ui%R~Kr6pW_jAy~1>m0H!T^~H5Ai*$`he@c|aXNeepNRK1mMJ6o`cYtr&h`h!DF#KNYGH=&C{SIN65a370cSv_lEXK2i$ytpaPr4u%6CRKmgGoC-h_RR z?J^126gIB~L&m_cV8%>{I@i)wkiGefiMo6+j?bpyjF6CYd2VxDyrqLdT1ly3LByrh z&G8#La(R#sS<{r7Kq0#U=f9vuo-|CvZ_BLaV~smPBCr8g5*v{Cc78NcGAs@x2`VSzV34^98LZyb7fD59^OCYBrxr6IdVVmRb=8h0 zwRe?;OK@Vgde=HGfB=0-{k%Dz>3QI|JQED2GJ42?zyY(h;3%af8QL(o;$Q%|ZX+c_q@ll2cu}e;@?C+2$iwH@>AuD8A|M|{O{_ZF0e^9#~ zsXd`1qM~Fb>AEb@w8SdG%-Y8_1ud~kFcW=i3Pxu=x(IyymfEn<9@M502v!oR7mN91 zLFWb+{nstU8z(wJI`Vrs>Z-AaSut1J)z!Z&aSA5xIYj3L{uQ{8{oMYnTG!(_ZT(kE zG0j@Eadu_q?&@_tS!8I-QZZQevB4bRf@ocG&iq!qu$3rSn;z2wdnzSh%DwpIN4f|f zLIV2H6{^(Ik#hT@^%PT^v0m99i9#YuA27_^*Xrjx9M^?K|7Nn0$mP;;)mhm z)8c?Go}Hd_>DC){7#GVVf|bKrR$@Y;0$V=IzHe>GIOBgy(}M}R(_Lwi)q-80WbLA* z@}suyy+?Wnt|; zWo)7fTYtIKRyrFmh;8%jZvh zSEf2MOzlckFK4W5KYv!K!qzXcX=Gd9s$5-D3|h~jIYrp`_gNcX*-j)aCLUy5*>By% zj36wudG?6vcxsk*AFCGfGxLF^LcvyE6IPIdyn(M690uIruc_okG0$7&g1s=Dk`Z@c z2w&%~n;+B`D zhDNMXfmKKk`uW9xE(p{1sK1ycf}PIRzlxMt5|N>PD|ly*T2)$HwR)JgxRaLk0_Q?G z3^z>{QC3jl-c)}v?e)SPlc8=qV%lCLA*G*7l;S=|HuO0XN#+L8ensGVikJBaFd7J(yEj+W{S*`=i!c?ke=e3K}^gQ#< zda0Cip=|qT6ce=B*7Vk&6m*@K{>;?Hsl>8^*r}ky2AfvHr%WZ5u|lwq(xi~(Rxm#7 zu(1%@k+DFWUzb~8$F zQ$k(ws6=I$Efk8jmbUjRsWUTGJ7LoOlSxwN{jVl)M2>gw0kRo*S8!LuuW>|(Sa^3 zKI^9zjR5uHJ{{WIKbmw0!zum4(1N6bw{<4M2aAHlRrURFOw%v4;BQoHs=t_yU|z{1 zoKj4L+`H*E7s1}>=y)B&0P@Pdy1iJnIE=V?P|S5p`kUvk^gypUDu+*J z2-Y9~qqXrNWNk~mRi{VY* zR;z);S zzoca(R79Ro**NZ&(}OR+{*p42I#%Gz5S3LA*)ZU`d8;g64~xI3>w5HG%>wQqfx7$7 zf}v}D9{v3LXdA9L)Q(dvt=LevZg+1P<1)P%!C{4w1FH>)`ZJ$JFS;eZDk?Ij{Ggtf zqyQJHoGCdKc;&;$B2`Kn&&2T}7%_=hIa@d%R>X1h^m{4}luu$K+KC&6hYg=Z);}wM z9Mak1c{^UU5;2JcY`GcOLJR(AnAw=IMjo{b2&=$QzRDhWR#MHzSHcQf2MiG>f?3x> zp?I4;ZqFRhkYJ7@Ye$>9fX?2W&CRWq{J#9N{d{c;JI z^Qm@*efHrun=7mljB|&;#G1SUjG@*IwGON?x}r)i{1vrsJSDLpz(V%tp{$9t6>bnL zx(bNy0qhYdbyL1}S`H90;Exj^$Yx;M7@?EcnoSOyX7Q^dyW89R>?OhSbO2HjO@q)iJg4<{X-OAd&CCKM=pTcT(Xv3ueMCp2P>(}( zLe!DU<}_DoYi15+5;Qgo z3x;A-Nh79sZ(gvJ#1og>;00jJ=l<2B zUjI;CQ*%N$77b|%f4r%Sg=h>&(4z6k$eL;enDh7kUH`D&EvS~b1x06Ap9?x+9$RTr zP6cLt?BDlhDQhwXhG0a}(<-eA;4mUcH-Qm)RCzNOQ|qLgN&y&?^~kewuoxBFRC%#> zLOUJ_;7g6Ds7cx}B7nn)pZnPKUNdD*MS2x2h{*y zK9b?ND~yU{VAy~20B;x_DL5#PXINaD$xwoIIUZbTSzZUG{n8VrwkDqGb|^~BOto0l z@ffE@R`MSsNthUv)cpCdjtPrJ!Rp_tP%pJF)Pr&VSVamRM!0zG_WG2(m=%V(LG4c$ zqm8;xdq3t*fL*8dkGYV(F*L3FuAaufKRs9+(EvO5iKMx0DJG`!NJw6FlKLh>HF3`M z9th$fs~7Mfb{S$crFulO!uxz)Thc$xNqJf#L{mDX6wg&P74o!1XnS}trn#0WpMq#A zw@Gg92JSD@QeSfuC0(ZRB3W}Q zn2jQUp(Y@h9BRD$eyca+qkhdaEGVl%*DRNOxTB$l0cADPt$7VK3@E3OIj+8$Ms#5P zSrzBBS$?+pqHanGBij;S`5F36wNE1G*Q=9f0JVUSnMsxPm=*x$ha?wV^8UOy9#PN9 zYzgHFQ?NoHFuj@y<@5A3UFDJqkYF`TpyU}KpQB%CaS{!iM&AEzE$=%7xEF}4Ryb!& z796Y)m>fXB-f-;iX{7-j7sJw`V5wk&2L}q*X(hYa$J*W8dh?syo>oZ|JBTUf+{cg! z$(vk~meJ8MBvc`=unAV(cuYprQz09L^m#EqE~l@V=(-^VGcWnOQ*f?hLXtc8cis(Q z%Xv-b22{v$=l%|k2u0U)u46)S<1aH>jqv;J7teF$l3+4Izps-{LP|CC&f6&eHPZkI z8t;r~J2^{+g4POOGp7mQ-J$hO2UN=0CJX)bL>(tYi@kX1AsFWeNjnK2OiPGiA$=9k zs46Nqc_|p`1mcj|6(bt5Gz}+w8-k&FG59eKq+l&5-e!R$9fg9#WjvI3rJ&^s09SDl z1EEWJF6TYL=^}WY$$$kB7n-N#!Ao_?7hmw$G&G(DAr~|BQ+&r-)0nX+NL(M;)Na1N zKj=;3G$2@~3kY)?CqmGrakbhIo(;>nwbOVAhN=rDH9u&YGN&t;#c;vQ<}Hqf^3Ri( zR0rr~Nvrax49FSs=hf}0gvlI#2=j7EudlQG(&W1Xy8|9ux?|4vX$306GYu zM+-)?(IptvPk4EQVinl)Ve-COFOYMNV9q097#`3Z;N7)tv>}L>j^Ax4wHZ-X-w(Io>Buv zorA<0Dec7+*MKc)xq~t%Yy*S^Z+qoVP6>9UxoZ2_Y3Hg?0d}NuwO!I7Vc9if?Zp+> zSYpe`tRhFXXbaPTE&naa06VnJevpgOF!A(SD|jm9VBzP9h2N{qAH|?5VgIQ$+cHA1 z>gwpnqh9yvAD`V)eH|GxxQD1<3*GB7AzcS@?`memp*K&~NNi{YSl!Ko?t zvLZ~d|01KJF^;bGztYk3v~qLrgs)Q-^bYZ|4hB9L5(KWXuXBeU2v(_qk?H^lxwClm z*|&9Fg*TZ9VSv7j2cCTk)i47JdK~~n3ZOygJf3^@?9mez3c<)Q-sKt!1pHMzqVUiT zLn4@M0wPfX4`P?_rRpV0IQG5eM)6}Lx2!l&)>f4;pnx?jp2eGq9x?%oiSn!jy1q01| zKq}yXeN~+*V($2RMt`Xt<$RJ>&`tLU6a5(?w%Yia0Is{#D1~O`uXsBN}nhn+Z;RnNUyggo$*38RBi-EvDYxxiFKVVM# zr`0vTeKUkB3dk2hrn6V4W&L_GHC>&js7O$NZ`9S>B|n&;nQtrz{0$p|N5d&CU8deE z^N^%4NyFe-P=TMG6zM#?q&<;pfCPn`HXJW|bZpgw#e80l(^Ci~G?SmC-yM2HcI~+idbm9WU6f6{E7LE#$+9U&L?r-6nT+ z%zAFWyI>eChGxylE5WeOV@B|JcDzwA5*s5|ndNj~)X!srJ(1q*fPH3;r)T-~PlBdV zR6%8}$_l}(&z71+S^X_*U)a2=qco%d zeSSPPCs93r9vx^U=&0gdLk~f~Z{QJyPqt4B2J!KJBEfb~U!r5^_SEtmHCr$$_}#05 z?l4|ADiOPbh($qS0}s8_Ct0@? z5(k6Kc_&ju5|Xr)a~ACj@`EhzW$yG9tZ|K&)>{Z{zEn==5??yzqx)i#9KIxoWB0oD zzx!liP`MWUkPdnX#vdIcC&e#XxbB`chGfp=5{$AqNKViq5kl|B?|LITJ%lCW=6>Tw+c+>0bSQa>{ch=xfoi& zvmy+WpcDZl)pA4#-o&#?(C+Zuila)fuo{>|GGs#ZDxMC148tgxasq-0hCGP9KN(Q! z8|<;f_tolVpL)%}?fU>;oecZ0M@4r_|6|q!GPq!Efkha81_!N+OpDK(3Wn<|W&Et^ zhJEJM*!;mY1nsPhhGzxgpxHRu#X?QF_{MojK`>NrTW>KC1g=b8ALtFEX38wtH7SV` zOE5Ai4pQgobfTF)X6M!BBNp+J7{R+n1)mfN{Bx61pMSLVV(V*$7px|+uNruO0sB(G zPMYq5mS_c^HQcXFCbS1?-rbtg`L8Ei>hEYKMv}b^!vrM9^C6m+`?T(cjoslxz#elnwKc}CmD=)cT#Nv>d~haliTo}BEe1yI^Q zCw+U(weBELKH;^!U~D6x8FwwG!-`9PRjW3U*-yOb|dlPruQbAI00`GJxN$ZrlW1&j`qqscN&UWBi%Lfn2j+Fnk4ccYHY@s6`%t-Bl>`NA8o@A1IUwY2&ja02dWx0ILLqwFKWR%8u02v0YJMvJ1je|gl3LT4 z9tHy>D7-tPE4p~6K+u$kx;Tab{K)CyjMfZu=x z>f5BdEXmB)XchtogUp4Q-dEK%|I`kKdD%!X5cr=Musw`fZ+R`K63d_dEjaU#;R4-i z0a$XAy{atPPS4vGtc_!syag5v<4tkMFHUuwmxN2h9q$HR(WGV`r3UX6!u z5rY}02o{SmYNb;$I~8#Z+L^r|f<6$dX+2YHfqE60qh5 zv&N^daMVQ70n)|h%-oQW`owdgdzb4T(uoO!Z0;4DnaWTZaSn$Cyi9lJ>3dT{7pz~V zX9QMQ;gp?$rsF(&g4uE3r+g-+DUYo5^UpT410s+v(U2j%b02%*u`^@_i1Ry z`Z>sRq07_niYQt?{bmGU39kv&gOw4oeodI*Va55`Uq{1v@pbpXsN_?Xl7_N<*OVS1 z2>2_&S1idEjL3q(L;@V7F5raP`)+s55iJcq_QWw-?W~uUn=$t}H zXFJsJ6u{3ZxLJ?Hd#HkrBr_ijfG?_F>8ch=aOzG;)=3h~!!dS%0se}`Kb}s@sa;tY z7J-t48+wK$LKI}Q@9DP}dw-$vVit(HzV{Ts;i7G|2d?D3hz2eK26))Mts6`0+HNU; zYuk68ZhuD$KG(H9zyN4uI~d3@YmJkE-gA3 z(j|${)sb$aNAc2Y$sn+Ym}0_z4xrHd*=)|IX6g@&5&*OfqN$CU)QicS6eyV4wC`KP zBNkLH*{8DWOeA^O7#WH<6f`c7#-cx0C%w`?EFVa!YV$G_0ucCjXNx^rC!lt++NIC) zVn8*V`huxRMg}~}DEiN4Rds-d{zjm`MXMfoK_XbX5xgIZ8XlBx1W#`7+<&?AYHRcP z6Mh=9WGcr8D%K0BPy7yR8H|Ir)B_oadvVvR~sU_4@bQymLy3VZyWRR$*`bt z*=amcmp{jaq@)1{Fqd&SC|z<&+b48}L+vH;?scwXVNki|9y34eBsT|1<}dO=3W?CW zH1AFII-#B3R3EStR_}sH!s|Lv_yAT;Bw2#ChKOcCWMf{8XxoRHWZ%($u~I>h5d8Zl zFfk57AJOWKiT2sH+9^~FR9RT6OL-Fq3d$k}v!ct;u;8wH$w~Vo4Z;W%j2Sx=*Ux~V zevJ-ipLeOaPPO z9!`6+Lt6PkVP*+Su!*`#J41#I9cIHGoo3&sg=xDq@kxcWJ|ACw-l2$iNV5gZpg*i0 zxT!E`r3|e5C9}@l&;r{Yj*6bW;ES0h*lb;4Ry7~?e6hqH${4d3V_NV+3x)XFCBb0_ zB8#{JZ2Irarg8@VJRZLpPRp^no8`OS^qWO5It2K;#?iN219p8vRFXsQjSp zn`UHhj03|0p0D`y5pZ*dKQZ$)}2VKS#|!(RWDA16`7M)B!zgDswX0> zm%Lnh&Wfads*>Vot6cOl$?+P3iE#gR9Wh)~{pU&nohmXR5i{b(2HIx>a^nT|0SbJYY5C0Ji2;ofw_ZXl* z!~-JLD|7k{F-A^4n8kVMlIq(%WL~z(~Gh@e#c)&`q2YQ9NMndy;MpN~z?(?xZ!D#FX zRSSh~&gbfpQ}cNQhaHz)_-P`BMsuTU@C4pw0G8SI9TIAH@GzbDGwU4`>Kx?U5v7tI zjx9t35)%);hXSl{zNeWvT7z8-RLi-$Z9k|>wOEP!?}CnvHHHD1IqVlE1*=@KJEMMM zPztqG?B=l0zKVF657oicqfr^nHwh+RLj((Y$b{ha@M&|Xk5Ji!CRq2=tr{=Aa<;vvJ5$iV;LCIE}N=k?Vfm)wvL|5iw%XUR<~>zz+#sS*qIi* zDcypzH4}m?#E;*q8Y=JabweDpVE`*Elze)Y$h!H~Qz7aa1}bu@!z>v^wUt9QmN^;X z8)3RsQ>?5)66|#g-%nDO213d;0F-&(COKC!xUnpJh6phhlbhqoV*X-0;`@QtjY&_1 zsOwXx5I*hg6{9r$)aX-WqcOl%%jz4OSxmMfYp{@IMWc$&=jFV3P?o&Qx^B_Pz>sE1 z=~;6B^twsO5Fy6u)od8otydisk}M&a1x?S2@uJlj4X}`P-6ECpwtC}YV2(v$x`KY` z(lR0BLYU=Nn(ALnlHjhJTRjz`S3)yQJ;MT8qeqg>sTK)2mR+{zgM3?b-R#1^kY?Fs zr}dK85FvIkbZazzB^k0@R>l(!GOXfCS|;mOT&!8bawA1GHG}E=R(>(%y5(ztMF@Sl zGk>kt^X!#-QOBiDxkC(IJ%`Y&q$-v6;^KT=Ne6|bFLTHsTC8-SW|H@Md`z`YnUf1> z$c3K4}ag36cZ2t!G1DbqB?E2YqkC>Bgop^^4+DrX-cH61N=h?i?7> zS3>EGs3dzV6SYXlU1oB0yd+PxlG0|WnkGW*S}3+X?oDQgCC~iQ^jqap2Zf}`{`PT7 zY-W)&%bAiUJry z+celn!m^-(P|#?8(Ml*R2>k0d6qqe|*c-p;@v2nPpiYAl0ikyudWXFUk8a82c}7Na zK!>+75z;Kqqu97=tv6q1;zZKRNdv)f2n#&*UD5xFpBUN9Q-%ZjJL=9mmSP3jEn3g6 z5ddB^m*_oI3om1|#P{mrJ=;yue>xBZt{8!D)RoV}{{7J~N~V$pMX?BjLFk4Nde)mz z&)|Ui4{uMB5J~bxES3NvxM2nLO?!!yU?ATBx^4?eJtThb%p2L4I9QNHoi@5fFMlRMV0U%^vgCL(@=!1r^nd zP|4*Xt(1=Y=CZOpPHZ4S0cE*8r}EJ-+K<_+EDvc=I&Z`BNF5l(611cRmzDsA1Nu48 z;{Zrjie}&n12%FBP2$qlfWgaxcXFHMlmG@Dq^T#<^2cHv*Q(9ZlxM{%`AV&sif2Iu zDc80sS$sE3xgbFSW#qTC*D9$jo0X9c1&uQ{RYkRl;5r@qV%Xdu2)Kx8s+f;v-^Dk1 zH;V($f(kt3s{gRX*~~)@mDPwF5o>6K?FWQ|&M{4$)l9>o5Dt_d$(&%b@*nmSgfP^wu7ByG_jdZ0D}(F_VeO+hkA}Jq-~I( zfVBN$IwmFdo|-qH4?=(Er?E0sM9D)1N%qYo2zvziekD4@Kg!J70; zr)K4)LqP-S_+>$}jh+`ydGEPVwq=pZcFtl2Cq4h4;~wiJk4T#^aRH0LV{$S5th z>0U6tOrlw7X*i%GXKb78^)nieVUf_R)DLM;!srBkdq7=QuGMV3fb*b+QW?L}l8@x} zO35ToCT^^!K!jo(z9*xy#|!55!e@9@YMbLhbT{XEYK8~3IF-=Nnk}XhMT1i8#g}S- zFVk8tT!sfVwAhl(Bh6ZD8UywPTOz10qqe_n^gix(TM+op_PEMyXuHCIjaX3Cv7Q%5 z>g8s!z=G+f`S@5SMIdmr)?R@EK^z(FdVed0#HAuEsbU^0MCL7 z>P~ZOXVO@2R(A$4=-gh6hje8Qow6&9o%2jIdE2c@g-LG_c`Z5a)83i>S$k!o3BUd^od zVp(rJH4B8=6=#?V+xB8O=Z!rH8Uz2oY>P=cJ4c3=RWsFQy}P1RI?{Oc#sOoB=Ig&E$5$3P=Vr@|9?)f6QJA)zjXM zBpO1&O!2Hvm|XylX~EooU=kYEI>Je_a64>Ci^ElTRAHP zhb%?S(>h6`C747&Uq{9M~=c|M-&_{XZ^n2s}$tya#ijFji z+T(%?5d=~3gbToqI40DV0^Y4V3wGHg}`Hhq?{=^^c_8mij| z)Y;6@0xQ9}OA#@bTa-z$3M~3%^uBu5u3gY)&*$Ro&#gHsrv%G>p0jLeiTlU)>`HWC z)u$P&w4?G7C}~Nr&gUvpA`#dV=QH(aF3#F1@j^N*h)aL<%oZJBeOyil&kp!_SUaVE ztN=^8nYalo`F=P*vw1Z|#(hc^z2wiztTl(`nN+9BcSfD=E4{2zJFOM?ZdgDTm=)^|(A9=e*xej)??dhp#DTlX6VM zExiFeVLSSR|N>(=QuIh5`MIejp(WHWx)?jR5u1n_~Q?ONWC$SPVz;JcD3< zQopXPjzLhki6gMP{ocHPxQmZ0sR#yY@t)b};XXxBs9rp#(-^zo(|>l=ZIDb%uwFvH zt%DVDz`x|bKc2>u7y`fL1PllYw~ve7>uIsy{ht1%HHK=j679o@_ppDvy3_~Agr|}U z;VXDv3Dc=Phb4EPV5SR%MA70PbqNnDsd&kZV2Tv4CpzK6nY(yOiRh`#3Rema!~iN0 zjJXKm2Hw~o(lz0ky|fSP6d-9tK{ zg)YUL(HWDo;^8-&xtd2%`8nMDX!N=JP{D=~A7&rSSs*xQz_BVV02uOj-7B!OBK(p> z1b1fD11`irPQ*7iw}aH zbZrwj8YbLyc2mi&lH<4LUzYF%2hBJP3x33e=off;rq6fXwbv7Wzx~aoZ6)SBAQ-g( z*JMANG**hhtb2GpeIs)rwP3ImycOnHILx?>*XFd^W!BY0EVQYu=<%@uNoAGG94WOz zShfFhcW10898xQU^|^(uhd87{*p)=aDRiF3R84W|mN?4+O-rI27vi@N&$Lf%q|epN zd0Wz&%SCenh3tj5gQ=R`-J;_%qOo^DTg$$zQ#1#Gf60FRYCK651S^9x3JwL0kKZ1R zx`XnlJ6ViI>fc8%p6N?HGO0#zPkT%=p<6BiQ*OpDZ;?rKa1Tp9f{HxGWNiSuQhfXV z4_}clPDLDSi2qWVTu{MObRUljbs3U6ajX0A*S~rGy=ul!=?b~{h^_wW7PhArhN=~u zI|PC-@FR~34YYqV9|?w`JWOa8bYRY>o{%v|`Hq<+n5p%^dM0Ttn03!nLbG(wU)Md% zD#7Ho=LxL}q+rxt4+)L>H?`A+*&`U=^(dh|Mg^u+M4R$quAhGz(H3gKtWSKfLJ$4$ z>}j(x8;=uu$t%I6&pjhHiOR%`S^wu0N&{t)D=prZQ55X{O%*y(M3BZiRBTtLBL%IMeXGmKfi6jzJD2=E_+^kDUnp(|Np{k(* z7CAM1Vo=N@6#_6sSDz}OhR^vOd`b zUd%RW2NLs$;Oa$KVqwfBl^U?-GrXO9^7(dRkFb7H;gi~9RbY`Wb-8~w$8-*xYLNAE zrLJH_2?Dv?q*MkrxuoO0WV&B8uMutIt&xORSwm;&ZyN#FaT@{gcF?VS$%#RNt~@}? zZ2%nlx*5achBEU@or+nqtx?!7x4`3J!!;H5Nx$144Jk#~V|bXjV513VAj_m!h~D5Y z(3-SDT|~!Z1!Iexl96>_2w&x|Jn1b)d|RDh^nxQYs)h?Ur(80p`j@&bYRvO+^k1sUt*c8bG6*EB~mah@)^DHU*fYW z9hjvmjUa69aTDzoA8X}qnk?Uj%O{viR_FeZ^)SnZ~<+xYP@&NzQ{Y6YjUjDHh z7iz^y_mA{P5;DOAw*wgeB{-|J_}j(VeDKec!Cv29Z}ETsa*5k3v-7v>!4yf-H6l>VpAyrDUc zI-*zQG}6pG12-&XfCBryX+fvu^KzzP{<5Ty{HDi80h*H)3FMzm z7u;aMir8F&RTwbeo25f@4Xw2#kl&fj3!csz<^|0G^}Tu8^l50XC4v0@LM<+g+JFsH z8&F`Mp@Wx(v!ups*h29z@ZY85h=)AMHEcr|5V${G@EB}ZQV<2i_l^(MjW{ezH;g|^ z0{PwJLpqO;fgAe3fGl_Mw+pKK(LWlL<}xVN`*^?8*;8x1nc9*nbTOk7lfI;8&_vaq}$n}xt~F2a?aJcN`V8@sW2Fmz2UQ)PC(WK6e^)FyBBm ztUI&6(lHT5huS~Ict&gNxkvw4-LzUEYCXC{2LY!PWgk{K^=SAb6*RFO%~Mns4QcQ5 z$+V=QG0N>M?<|>Vkpwc{gVs*D91UqzEWIuIoeAwt7`|n(x<;`S5Fzwlr;~J)m(bOc`5oGZNnOQRXV#;$ z8fmK$Ulg@u!N3YvRlp&C8S*olXiTfEC6m`8T~CD|wSlxrx*1E&OWL8v9oxJOlyV_T z1+M#%22^zemzJdKf1~q@n-{pt6krHdF#0hXN~Xml)V@BT33Q(CRyVM#5^jzRVQMJo zp9gzK6mU9|B1&M*8wv>)l2pQ*-_+e;ynnR1Y*`w{fgwT&S%|LC=ud|eY6o^`^d?>j zzGfCm;gF{Wkq##{KdFl~8Sr%`XB|ulm!HJH7;oX5gw-XMUGsB8-#>s`t?Qp933?qbkZ5k`JC^P znNg9q2nT1;NP(6(DvrwONkyIYym8kn&xSaS73c@lSzfalAAD*)R=|*uy2hnC(@DJW zV9A;?iBoMDEEuw=lqatbI%e#Kwg1+vlmluaNJlhNuAtLxS{3wE2qF$AC+Q^QnsEpu zq^Oar<5u--)W8%AS@RAgXF}|@6{B?785H|!F<@t=&PnFkeaY%LNvg@vVF2~$v}H3| zu-u<_N@{NIkIG{f=;l4TEE>|N?`Mns_Ih+i(GVeoCghBU3W_7@MpCY10bH{Q$+!@8 zjy0l`OO7Uk=w_I89UGw`jp9JJdOFl!=80*|;vk?x5HUIbF)8oXY`Iw?glITVM=(t+ z&?vx|+QWOrVeieboL1B+&4=?=>%b_)v>O8I^rrno?(;QcIz~epWfe`n9nhtsZ4Gwm zusbHiP`S~pLow>8S|Kj?*R0$)7_xUwoYQ5Q9UAhY#ql(T+b@f0pT>BEN~2AuZW1AhaSQ05fb`UfDV*`yEwikE2yv>ouukGK6gr zs(#+5eT8au0#D%U6``C9QQHSqKTb}_w>9CNzLB|9*L2`jJ*dE5%|aX{Q`g}50I zf8Pr6_W_Y#N8L1L{0*W%>%8E|C2KR5MmAx5`q^qF+*<+hWh=y&0dcz(;&wp%t`*{U z0rC4*h~EdqA6g;)5D@oTA?^i4UaU7wZhGWD>g0y8~OBEQycv%gr9c!gk@9WTW90BhcBK# z+5BdAdvk|Zi_JTCGy>iUsVLmf_UIn4%$(?w+BXbJ%$(4QP)kqc55GTM-WGa4A^iC|V!H$BdRtTdok$DBy3H z5RA)?IX6;qtPzIoFr2hRaLX z=3HOKUQ`|0@t`-QJl3D_=v*?|i0E{0NBIojYbN6ID!wHxx~{sUgM9hwktH2?v7iG( z^-`dktgKiv-6d9Jt1LDGH8p(8J-VcL6w4VZLU%dT)1wnCs|a$W15`z!8T4@FOsIH7 zgAmbBQyYpFi!fesCU!bAIy5a#HcLAHVy}V=%`nxd0*`sMjZ~wdPzzJd@o*6B7HuQd z7%KG6d5=D2A!{S{qVy7I@rHKW#Y-T>qw7?Pl|YTxB5foNR-^<g-K|~AGV+pfSaF%Cn&gIza^r$4 zH%{XHuWe*9C8)vByQ>x+(Z+Tfd{upb-c(JAzU~Ybbnq(+u3#sBfQoB6ClX7*j*o+v zJDuT}CMSjiy=+>o$LFQZ57p}koadcj+&}R;85LM_!9UgQ@Zk_iB9n;w;Snar$2Hm# z^Wz*$jJvfhF@NDW6XPeDwhf?ro6vQ1lt>4~yhrDnvIrIwUI0W%)qd@$i0P|;nU&-2yew7I zTBX_es0%^=Tq7bqhou%Q8=&5BzvN1fCChzLTrF4g(RC#hvPOibv9=ws8=;>1TWyVt zIw*op?egFST*TnrP?tu~&5Hg`Z`L337N(#oSS}vJVZrstg8u?%GfBF6ciwqjobbFN z7_3+xT#rRSFNFb}_jsqP?eug$5aY#JiiGG-+rihQYx2dYcvJ8W zQhU&xJ~!E( zcYR{wdZ(X)xE>z}ZZCX3^>Dq@O07QKa6R6!Z!dg4z1%R%DLb7bT1dKU`)u6~OQ(V= zI(RoOgY>pkhIhj=ALhk7bb?gDv*?l)o@jy9GJ#g_pcuZHH-ZmyoTC2Stp5L0bh)PlEL$wuMuVb3zaN!L>bro5(tv5HXWG@$M5jett5v3=pwXQVannyQ z`-k_VpxLhhh1_L4u8s>)Ta|bbE9k`oP@xAZ1UK+}N9AO?1BLl={qR{R8&jYOz|Sfg@muZ(VyS+d(%7%-pD&cX#9z8GSC4Zr@_ zYw(=4zJ{MX^BTN8y1s_*$#@MO`|E22t0rB1@KSeu4Ik$h=#;Hum|evxIHcXa9A_Dg z3@YqPPGr0|+KbA8b!GfHm>W)pj@s(SqulH2_%^c-4xLd!&p1Ksf#W+Gdky# zcLml}2_~hS3hkt9HzN8g>Hh#xRH5TPMH=KGzlSDb@+_-3{vs_|)nIc(J>#fKR3y^YV2urjx0tm(m zu*@~O)Im*gC)b=0;2T35UV_TSc+2>DDi7TN$9brzzDA4T@C%5XLNYTem=rM9#R*xt z&m1<0hVT^x!<>bm?68;gC#oYQfI{$kBxp{zWeyaK$Snz;)wEp5UWTmdaqKU~(V@ZX zr3&AGy#$$~;Y^)u%)+&vh#x(5VWCMnYAexs&z4qUmWoz`M7e8oUJOB~7 z@&lX19=7N(Uqpk>cXqGmCZ9b(-)Yfy9|@rIF@yDN_f;h5d=2b+bYF3S-e&3Na~kM; z6kTS>Qpdl zBhukcG``6@g-Z@LLMsudxS@#esgYwOI=%zpND0RhZ#aN2_*tFaLecj(Iuh z=%obz6}GI16N;H+xU^MY_zvB*j4yZxzExqL7;?fqQ?)AWV?QU%^INOJKB{xVyr15x zu#e-*h-1obdvuCkG>j=|Za6^H*}?a;Uk1&M4Sc8ipS^j%c1PE}U!~=%Sm#mF8Z4%n z8y5r{wpQwSGQxP(y+iXuw5T*$INXLyeO({MpWX(_^NC<#p0l^grxuF)%tAj2DDZOHg&3S{_g5pBr4b{Xv4Vlf<0f=@;){^#l?4EohL4G=Dv z@c=$KPg<}Tz7nrtNL(8>0P0J%L7b25NSvh{kPC$;LJOf$lB^H0PG~d?3h$fHJZJQE zqT;!WX^ZA1=sIXWL}<~x*|!eb&jVOAAL3pI?T5G3-ORm-+HsQI4I&ukwty({m~UzB z7?FCx2_?B~T@fD#UPN7F%+ilw55&@tXkZ$cqu!9m__~4dy)Jc|wTYU{GSziu{31gy zW7a1zudOTN8>eRw8eT1}E8r8D6X2P9T>+oCoB;1+uPfjq+zIfMyRLwbYA3+EBkKzI zNZz1GUTYB(-cL&tg-sSQ;qk_cm;k8Iix)9n#Pc26Ia7bB58kd&W2=hp;$d2iOWUky z6Mrv%7SWR9d@-^BRE2KJM>!XSx5?6`6}oI`(^))Rf4vdjtO%YjBD@A~APLsctkCci zl3s(4^sTSqNBg`6?`5yA;kwp~zkQ%?$)s_tqyJDBWd5w%?XsHTSJh49gHbt~(X5DR zP%1=6y^Tcm&R6sDYsUI@EtY;Au%G?Qzwm|8Bs!nW{`t!<>EP#C*HmfUa(eLP*I#Dr z`jxlp!J{Wn*RV>z4y)dOxRqYO^qX3ifdJ$?kMBR(TEjm5I$%HhW|N1tUTmtjfqG~2 z(bLCk*ri{0u%{3HzzwUHH1z9${p{Jx7tFAFfmClh)YfC}`+6w#Hc;nG%DDISuYUC_ zX5Es*E;9+&P&%3d^atk4A#Y**wpOxp2tY6Vu^8Vg_wSh>n8i!>yJsvWPN&@OSPt-K zcX#&}ba8jFyUW;1?nKY90|>xpc6Vo^az2Z=zpLd9&j9vnZ;wusr&T)l)IGlU`lDX7 ze||}0Dq}ckdL?_u&>(fzZUT(Y@2}^Y00Qs_wAW*y4#i|1ua{070?-e8vy*ZEa9WPb z#q6Fv^#9&bZ`?bG21l0+uH`%wV5yI)?-J+$3voL0GY~&0#s!UBmVCNuNe6J1tOr8y zlf2+P+9QxEFBvfvD|Z|jCR}GG=%3>~g-hB4tArhIiCpaAb>$Qfa%bEbw=9v?%f6oB zvB$k3ZHtc9KGnoJ2C(P$hGS~*+)EZ!)hpBug&((Yg)SAGmdC~59$ipF_o0uY!M!D; zZkad+Ox<>4VF<$qdna=`5+ph#tX`?$5P)7*-^{49^t!lL?)`<1jbPEaWRf>$ykm7N z3o;+5WhF_h*0bFq7<7-;tT2=7Lp1`>chefk8Eswao5%<%)xK91KEd z)ImdOrC85?&j9x9pfIhe+Li`rVHN48}YKfnqUtB_}0LEN9`kZ^wJ?6gcAFG z$&Rs1a`Z?$eh(x>FZn0#y%`q#q|bWU%ab~q1c@`Mr>$>TVhN~b1Um+>=LU=ZYjuWu zy!NqPof=YrK1)~Ise`X#-`9)c00Qs^4H%j@y_Z=aT(6{YD0On@f*LFk`C#8(XvN%J zuU>KpK+mbBORkEp=WRVo8&%F5`pc>&Ks~28RNMmih5E%@FnA9qtKaL52lonUJx%W& z(x0QKAF^cNG?UXj-wngkDJ_GJ=F@Skh7WhXN4M_9S3!SWtDd(2058&QlN64@@Xatu zw)N^^4WboU76gG0T)`byjx|#iDiT1i0!mS#544GMT)o~hXgD56(I9o@pf}y4z9to| zqYR=E$<9malr|K1Vo&oGN_tm|iUo^?5K5%1JVX0X&I+c6W=n#j-BV7%k;o#PJItegeBGxOg2$PnE8}#jQIUU?{ zL$skg>J_;bMHltj0b{u3y%C*YHsB|U)ob5a0D$i#^Xc_we%Rdk74>OJAFE#VreGDl ztM^7_Z@p%o1;7oL^s3RqHDOs3zg~CEkX&QcrReiVy#uO{Y103&P>ut0OW>Ro}i0=8eUBr)%DV|Lg_ky##l89B4^Yu>CjxgQrk0teUHA1 zy<9JwSO9=G&1V`5o|PjS6e?+MZW^b+daV&dqyb?NJBA3!_cA@%nqlDm*K-DVPn{yn z(s#Z3#!%>FMi1T&SMaGXI~qcWsaBHqu3BC$?_9OO#|uzARso*om8pE!&y#?Cd!d zCE1+l7Kw^8x5LvUn^Z?6o9S-q;!pDf@X`Bu&i;G(CFiXw6o6U_4K7m3ndg~U>~6eO z01Aadp-_c;=Gp`4g z38e?B9}CXnN%FYY2st|5J{B>Q?|EE14fb~?L`EF%XdqCTxQLlCZesEWvf~B75l-_s zc9!AkcERX^;|&c%GlmY$A}-`$u_Al&fQ_`~{oL_9F9uHUpOn~J4ae*84)4a{dXE08 zpd`DmbCFIU9RX1;&ob~+_>f*_qzRWX6!ttGc2a^6EFYMf&4L=ob2bF9P5@Iv7c}PJ z&0MA^TJAFC!t?%cjExFnkADsJ8!PvC+q*}D@JBT5)tr*r>uzFP?J78)wp22TdPBA%UJ0u1oXam+8vKD8`r;Fx*;L$+}h1AZ$8@}yx8q+?XYSa z{WSi`&3$=eB)3nU!T4#-ZZ8~+nnWy&yZnIQsukQc?({}{wRxxi62)6U^wgJMov=e+ z9oeCoFTbATdM?=UNq4>$5-EuLU^V)oEB?2?S@GSYPM!VoYdPZEi7Fh?nnV@AeRRL~ z;`3@1K^Mr;vGq9*-y;;9z#r8;c2D?${N{uM`OT37IYsXlaKv~CUC~wn=>r~WDg+V? zcZvi6U>K}f1`h_C!7oT%9zVjkF9^5#+kgL5Egy~td)UOcd?a}FWi=jDH(*a~^(sU} z?~islSpac!j=4E(WD+abZ+T7x!kv3UP!*vP{JS@P*Es;S?Ezkvj1CXzc!P}_v)QfX zmMR3(1Yxqp;0|1OKlq={-AqCqsPs37c7U(PWPaHU0ZpH_3`XKxl79$+Wvqe zHAmIm?ki|8P`apXk~sBR-Kau%wRREvFQ(CwwSeyPW!m?l-ymBQ3y0UWPr-P0+@!Zf2QRVf9E>AxNDfmHy@LOpgkurJxwT zRK?)i=Qn(yH)2f+OE8Sra0h<5keUk*fc ztyH+nfQeIm-|HR_9}B+SVA$Eh&V%ZJW(KcMUeCe?)sxaUi2bcEg7@NW!nIfhX$bR0 zjbeXBKe-RTqp%m;q&+yGHy^Y?J$?m`_+It6H++ucIqwbAMD4|TcVlDNvzdtslNg9v zAt9uWM^aJwITVf=m%_C~*w?SekRa_7P~7>Os6N)~;z~(+G{BH!BF-Xq3$L7zpwtj5 z>}iqE2$2lCz4g&}ZyYEonEPPaS2@F7HRIDUqYB4-*;_Sm4AQ6(`gZaP@~GozHXa{{ zX7JoK&kD_=lJU`y%*H~(24CV>9tvY|1P>m}EhG&1&v*@lusOLPv1AJ`sp1s$UiLQm zrVz$(Z`X@(12!^%Wyp6iw%?Eic&=ZJZEAwT*z=FC>#(7DowDM&tJ-z^sJe+AvUBHc}g3Wv8WkpSXmRt2xR zLm{`KA(#rr+K?z*F-#yq2yPk&!XeINvag~OQ`8B$Y_okR?6X+{is3%?_Sxsv8vHqO zntr4&qN)}0c5}xr5M?YS_J8N9-4=YtSq|!0?sAPRwq&WPi+-~>Y75)*uz!rMk5YrY;6jq2Gfl%HPS9{-dAQ0)`Q@9d)t_(_ z1`S%cBKQaJk!SMP6`Z!JtKkcV^eM>%$4xIEB!7a=6+|8Par_;=@)8QyH%Mkb+$W%JMDR0jkV}}XsEm>j(h(Wl8|6^ zNY!wRwTyir1hR{vbtf?*(rGVj8DaPlDA?DXO3_n1x45hy*KCz3Tt?zD36fCL-$zO^ z8fu3lg8Rio!3vk0qANCN%K!;HyxYZDkpyl50Bq4C$OEx{xJ@wvP_PjEPHAnu1{gMI z|5>%B1VDBslEvyZBn$T+I?~!W^xXG=pqzO1LE|m_%!+eiG$%sCWS+a(do{qD47}4= z0_JlXx1ZJA`~?Yx5|cNp*Xj8bl=PM{EJ5J>8V(RI`Uq|aRwU7w>W(Pt3t<$sowne# zIEq*VbW_WZtA`2?a;IR;_G;Pf3)X(5l(Cit$t_aH1lD$KRzCC>Zg!Rmo0HB`NJ=Ru zHKrD@^o(&XTIWW<3L5-~KH)6ER|@Xp@+8CmG&~B3*s=A&+Z@z_Bf__L=b^EXFkq{5 z7tW;W2`Oh1it|hWf&?pO*xBCg)?~cR@-eh5l$#|*N!ZmL#si zS!y_L>UMbK!P*F70hj1tFz)Qb>bGK1FfX%&5*T;x5il#kM2DD6SZc3FCV_G19_xKE z_lC!fYztED-91a^xZ{@MxH+;^5Xa!7teD!{oLIrkO+gl-r010q@>0MdzM^kW?$pAKYzrzlBW?fW-V2mMfH~12hY%THm@`it&U4en*CbAG?y_hpbh*OcR#8ET z(C4I_4c&r0(5BOj=iZ5go7!KJgCJM~cTTv0hbn*usNKP|I!RLww)7B99cse5_mT=8tkSCnCIsR$JP~w-4;$B#E-WQ6$!YE2 z5arDU?!V%=%S_UH^Qy-TkGwuC@YuT0VV@kP!_T#dpYV9WvhifHYcGmKqDB*TN+jT} zPq?T87h$0=tM5->RYGGdqmSPtqe{U2D$iyR7ayg=+`ePD#qB10-Rs70;q;*zA2W+q znUPE}-Sy;pCZ$}up}{_jx$h4;T}_)}2eAcniZJeuo+T_=Om}WM5`dh;=o7kiBcdSX zIvT#IrA0Vu5=s6aFc1?T;C(B6bWeNqR@=H{A59jM8bRpr=QX0babP1)@!bb-6d=$5 zF((KEqK zf(-C|20duEN0q`o?U5stK)Q46)uS7IHt{4y5@rdGPh4egu?N{o-~IM;gMr>3;}!OS zogs_u-hC`GK&M0h6?>E^3k*+6kW0+9*$G>i>pJKSF(E8>`4(8*9neCSLy-Tuw{~SU za4+!QbYOG9{^7O9ApwRLlE$jKOH?rZA1UAQHyyqhphG~$Me`qTkeLP{cQrCc5h1%A zyyLk5vsW|Bs%}ml83pBEms#$1Q*x5gPy+6J!rVQ6Jj6nCp~;k$<3f(HV{?Op^bune z)^p-|PRHgr+ysBMT~-Nl-KmY^fXK3B4zvSt3{@h{Em?(hr|)oDLaRq5u%NR+&$a8D zY>V=L%6DV=)^Xj%M~D05%B*gBQgFM8PQ#H)I!_+MT6|f-hOY}jg9Q)gPTv(zB&}Pq zoS{GW4tK{e+)|4BN>4K%8(huO2==k@kRsvpM zrCV&>^TpP}Xw(CRj23SZXQDHxIC?eaCsse!(59c@NUWcU7ey)j?w!*_%` zefjqoemEYHS7w3u@z4vVbSB;mSBmUrg}O#fSVdSHvJf7a za9ka49&~z}PjPPD?ZfsaFHmDO9b;&6t7#Gm_uksd!-|OGNiPwvIJy^J!m#F=Y~mh; zj<@=oRK>h0HftmjHszZpn+rOVLAK0v9>XHai&lhn=d26`r4W9Ci>5HBB8*5Q_wGG);W)1O~gZB3-&=APVoSluQ`TVY8fecEKsPyFARxjL1E zxyLNrW(R*k4+iVb>DRR70w(N8*~qFNlne$YsB;9>B0bM2*>KE!9pk*K7HrM1%@Ak(M+gYZIQqfV^#-peir6K-^e!+!1La}4)IQ-yk9grW1Q-dA9|$}nT1*%_ttUk zv7bqY_iwMe`gG7XnG9WnC>eJR$2k52=hxdWkv)eFvX60O?qL%KtDhaoYF6Q|w`V!G zFHK}P5c}Uh`-lJW5A=WTn@7DJ@Qu4$iH1c;B(qP?63EHS*IRT4)7%_>IiYjWB*6^T z5}*7($LLuw6RjCg>s_RV`{pD;iXNkal!(8>Ec9bowmA=qa^jJ7F*PXfAa6u%Asxeo z(!2^#x*k{Qeq5gq1W|KQ;&s%a!@mc^UF)s?&-RmX#A;SbR98|dxp%*(KdK*yu6SvA zC65M!eObs2t;46Gb-V$$r`-qb`OF-#bhP*@dSD)(_p6H~$jE57*R$T@W0*LTCrV&- zo*MEYYxty+S<(O=St+Y!5c?a}*g6{rhKJWSTXf`;B`Q=Ld*zqn=d36`{frH*$AKs8 z;d01_CM~f(BB?X1|9g9hiA?0xO#B{s_=t`UWuyItpnVtBcK3|<;%o-l;?rX$!& z|5|;yll-l3(rX$!7{^#XlSP=m!KTgN%E6}%4mJDaR_#~zWXx|ik{TL4Q7+UIAc ze*Ds3!-YcUubNdnnOU)0|NmmPX(b0{qm`_upRiC7z4mgQ9;VdaeIDa%c!Ulo5*;Ps zehoKZC4Xs3=@Hukk5|82y}u?ab@jWo+mG&LO;@rV>VY@MFkL4Lq5`WBs;@c>6(0iD zx9wJU3}5vT!^H3%z`I}Z*`n%lEfm~HYzWT6Kz)gavwl4r1yKl? z3{DYl?U#W?LS!0$0Q-{<4Ky3`2szp7^tV8r67bZ*ZVEocQqV~q(p^}M1gcN(BgfB( z?eiI?zRNK>wO7imB7U0jE<`%uxifba8eM&xh*^hMA?o3X{^2_C?PbQ3K^zY|V?^)5 z0gsRbdyii@sYW81DA#cfQ^golhQuQqhhyaO;AfpiL<&ykNUa_zRR?tMO1wh?eh zdX=Y#E-!`;V|Exjwgq!2GLo4Ya1jHMR>sne&0DtWoL zyEN*)#3N@)T&iowGh%?Gu&mP`%XR9+mzaz5cF$4rZRha;F#R0;2koLD~Q zx`&vT?pAh0T4<5c;ePkf4@3>g%`HD!XPxyxUc`$UIqbX`VzFfj79vGeZCQdA3U7>` ztn)|d1Wv3^(QFGJ|LKxI96+gw1-V3i?*(D8$9@ z;oPs?OY!g$2>1aW>tVY4yxT{TnLc##E7Rc?0oTZm5*{k1Fz(`g=-3gxjW+P0_cq7V z8A2!2@nk$;d*txBwDgNW(@=w+NmKFS~GAh1URn zvE-qJl}DbUXNi=~9Q__CK#&yZ5W2_8R|}mZ&2U(&I7r3Z%VB^lq?%RMcfl!&?isD(AQb{Wp>^RTfQz`Y%0Tp%_TW(`5rUH z0O)2t3yD@=@I?9A115USdMfBFrAvu$P;r=5VH3ze zfqsDnJwoO))bD9-ss++I*<*x%!95)M+Q7p~_Eh*#csrbV<~RD3*((V;Pe-{$45+kM z%7m4K(d*WWHN@ZK6nCqcq}GOpA}NI#JbQ&BjTGbHz)oEYeN>m;6v};kvp;?T{x!1( z9=fKQrZ#rF`_FLd zLegqOwbkhnWfbuud3PNzL3Uq_`bs*1bW=C!uSy7@iwhcRsJo9P``u*o%seZ`^~~Ve z2L9hqsShfQpbqcOku4D?AbvmNw>qR@LhieYd7uGb+@NT$4uB|42#Q7WC~n^hls`FGm-G~tWHG~iGlON0IAxb%~SF%R&I{G!E@6TYMGkf7lkU^oc#k#o2T4% z{!9I?L%Iue=DO_(c^;_a^PYteENiH@=ynXJRS}?>jGsa+QXY&kl10E03u!4p`kIi& zSwDnqBa&XuW`>Ivr_bEr=Yic78VMM`AwnC*zUHOmtzk6eJ43@j8l_E!#&$L+mULJS$cDIq3Ym*Df)5eh){A}{@yBtnkh8cbv>94vr zfqp@F%TFHPu5LcQRoz`(xqTo1 zzVqNwwesNB?P~RYwf6n(>fyhwegEKobz|v^FPDB>-FmR{OD0kY5m2A?)L|$#9-9{CKl9kM2ISuH zBt=cuo}12_U*i#~nTUdgII+Xh0Ybu=LOL5iLPtGCY>fW6ZzvYr;zcu!2_=~Be+q3{ zZk|p^`oe2&a5z3V41wx z5yD-jO%!fO1R}3cbqY<;EZZ7=M_o*9)Pj>Pc+0Lc1+>&v=W*P7OpfM%MQHx!H!#RN_ai5vzArqo$ILE~Kuwv*H?29-M;a>@1fx=NyX)SBMrs_{2AJ808C3Bi~ zqS4rz8U>xJn-I6^;-WMXPSIf9czkx+jp>)vS!i5OmWt(Csx6#YT4A?NRlpLWcYLW| zCW__D?|{SwW(K(+?Xr9^snjg#B{I#iD-B-Hq>toWqYloK6N|l9y3EtXRp_GE7TVeq z)ISvrUBpM#GP%dn{roJECBE#Cwn&78*s4fN5Zt>WofXldkKo&o?F6bi_HxuAKOwH! z>MEp#_|%R!pkvV7dk1jcjLEp88e7E2sJauWu}IWWhCG0{86o>1-sPR&`0>lmA!P*87z8`LEjkJWKfO&T zx8N@|;J?~NsHo38G{t;EHEi{)25gbf5KV+!is9Z9dAcrJ&?C*0RUzpJsyNViUc~Q_ z8f{~Ma_BFx{mb@imTKWl!o;ovAkfZW>6zs0Cf+3UDC3NQKT;D=3kp}>?gui8gFI}4 zh_q_`AMpZ@mAe=c4`1QC6>dfyJ->gSvP^iO6mFplGc(YM#H z;{-KYI^gas4Td|{Z(I*6Nbgmtt&Z)_H@h1Ks8DD{f%ZnYlHBk!hvsf-W%*{R+uqqk z>5bm@_(1)ES>ML}qgl>fxlP1&msg1FowbLVtG8+RNnuEKagM8{04rGU+F@<0T~3fD zB?Ehlf^f~i7G_9R1GNYgc45P=;Dhi|PDBx(1m`?nqV;Wl)Pg0ZU5Rm)kyH)QEk4-A zm0k4|3C}wm+00eaAa%3EB2_caocao?CZ4`)u`~Uxf1=C)c(u(JqS-{rGei@MLqyt) zXkph1R#s#E88r6+jWI1fuK=V)CO?i%y zJ4hy&NdetrGBZI1bwpj~XXuMD+|6bLTUZ-?+%ZS?8Nr>Q9`HXgJZCp4r!B!7=t7`J zQ`{B6otM3|A_6omR8$W%!2Q7pX>cs}g(H@d;8x1MhamR-KLI@t=rPXWG5um{8x&%W z;zZ~2v^7xOJg5>Oli6_^QN-$Sww)`iC*L`=^gT;4aNB@CQ*C^9bB9tk!>42>sKwl) zp{EcKRGy{@6nA>f;DLfUrAo-)1`u~~1y}f(^zH`S4psP^WegWcJ4i)iPre0@PdH<5 zYD?b}{S$&KwSfo}B+knZ@%&K^l=bs`VVe)M;4}MeO2&Y>E4~&H6&}IXt}4fi_%ybz z&1aO!2y$*Fs*svl2Q*ovDT+?kX#|Tm?%!L?6YMk2->Q8Q5Ji2vSxC2F-X5`Bb`f`l zTbLF4Z<1e-)#L>x)RDwc{ynl8p@KUslCAAMIZSso4c+8lRQw#xXF9wnjpPu~3Ev!B zVPsjUqe5Qb;%2*$q(!)qACbIX5?&5)nuBSGB!qb9iN#~arBxVdmYD{u`!*e#SY9>B zV@&mQc=~+fD)0n$XAQen)wPiQE?+fD${=`W5Tj?jp-t`81a>R9V)ALI6}Ta z{?m-r{mIs7S%xNHyHD2fJ_G!%`yZ^YS3@tu*|NDTwIUkv}d4#SjV);<=Y7&~b39JF?k03(8A;aA=5~UQLVyMb*rVhnBd1 zGiL=eY%;jVQTSeo);+5Fwt#L(1j4_nQ0`dn`@r4y8(? z`gjytYXz?mXOiruUwPT)?&Lw;`?${!G$`~_IQ!nSKnrX}xY7|yhoWFXOdbjaavyM3 zVVI?(>Nfcp*?55u>K6InNEx%@WA0Ik4NoF#b<2;uieSdmK?pGJlNFu;{eYeKdZ8Me zuA*M>LuEPb`_bkz8b;y@;pOc?T>Kv z?*_mX3+}M^7psT6{rzX&V?0aUMJ{<9vl|Yv!W`+4#ny3{5;UB3A)L^_9N37?^ZTB& z(u(wAstyYNx1^t1@hGK7NUj4?=!uN_Rz-cJf1{QITv$)&vE^?6S&u42zyM@{Ss*@k zk?eLD_Ry4{7JirEZh(mVSVSCUluCLQ=h?@4#9cNfOO=yUi$#!??296(4D(*dBu9%&m- zLr0h>!wjIyFZSW&m0iKVne;kf1p48V$O82rA3vlbq((PT|M3O+SO=NnbOj~h4{_Q& zrJka3?}Y*`eMPsT_j8dhCnYh{U5KyOj{AV9C4s3E7fAPO={4M-*mV9#*(Lepff1m~ zX#U_X)-qN0q!}TeMhJEf!`4zeD^GMF2%H!oca5GiaGk^FIFkvPR2beS()NT~H~}cZ znhTI2R7qe%2Obt_ z)D{=VP@px}t{^^eGLdQX9NW#Uz(O<|>dx6Zp!?tl9Pe=YLv{)}(u&x;99Q>}>M-zs zFdyIz*9&Hn3Lc2yhY3-N7RFs%Be!&buKd*nI)2`N`W$-ayMvNS)#JpTPTSUXmmUc)t6*c z;dppxRYt+^h;q;jTMt<7lFkD`M>Clu@Dlxs^IbrcJ9uuMxkWFSizpSIjDH5lUH`5p z(ZSdUhV*Z`X86m)*n8F!opFH6WL%LuI#F5At(h&`1isB>SlnlteD}U4Z zoFbR_nE`Gvv5zC$l97Y^ljT5_LnDlWyEFmYeX|n2Cf9&chj}m5X`s58IW{6}pevS= zJhY=!A#|KZ&5v{`6%4qtmTjQAxd-r13=wlb!esec$q*p@A-y3-g(Z6RYM-nZ()+bz z!63W;rTU)V$)oBQ8B$D@hDk30S>admlpZ4n7ceE%#@v#G;Y=}j)(;_gX21$NrcN$R zKde522;y(>+-V<%N5puBK`WEl`lA*7UL=BkETSTy#y&l%maFCsf7Ux$@nqe^L zfH8#GL**WmVTS$dKQ$88;?(Lhx*_e6)}M+{_1bQ|X2G;bcU+u} zECJ;7iN-nqg5qwHi6h+&Re{Rv5N#|KyRQ}&vDkuWp^a5xCs6MEqYyLA)!+TjbawM# z_Yhf_4=uHV#}a0+Jb-FMG6p1fMFWU$hnG9l*_Ge?Ms`CgB|z(!w_`K(1;Vm-Z~C^r zj}{40)PfwJ3{j~x3e-z%zZ=BFsmx_NQ&Ich59&b$Kks~4oFYu63N{y0robeHM-w@LU za_);pFC>tH9j;)}pLeNDLpR#KAJ)1Cw^$#A^fo8RWQ)wy0%-J_j(!Flak75!^-C+G zmz6(J@8KL`M6}=^E{SLz5?)sRC?+>00aYF685twBB8JGmP&k>6t0Uq{N9YF{Aiv;$ zH9@jk+!6?YnUDkwb!m-2eBkM!EIS|6a49~-HYekFg8IA}>Jy>eJ9mU?B~+1XYGW8K zs#RU#I-!TW+7l%7Wa_Gk=@wwp5FIOzS9N&&8)GSP#M5R(vW2TAH!>MicR^ngk!xx^ z5L%Fo_aZA>@TB2rxQn3Kto~`?F3EF~19q3dkbY59Cqa7RFA|okX^GH=tX%vGcm^!jgHjfQR_sv70QYn?{ z)4}lD%Ks4m)pHKAR>nPpGpc({p69RN5GZU{$^@RUJ(P-ld8(9TxWE01rh*de^l7WmJBbW0Kb*)8YC**P&&Poiei5bI#2XUX zT0d3eGf}2IWAAE@I2{mTLU1I_E7KPFeKX54oCXXoYBC0THC3wHU1&JU9c50o-8C^2 zM&v*rk1Kix4vqM$PIniZBW*h!N{7%H3=t)1)ceWKz-_4LEvUEGP!(>7lo9lBAXNi} z+t7mGM=W>talplPtEz|Oh)xgLd&iTho(80wUjr37gaj(!KqUgV2b9PAjT%5rOt51%zSuRXL@aj}<`su%vVNcTU1~a93y+Gt!?j69P*BXAzoLu)@O|#> zL4Rw)3QB=Q$DTz`_n^Dq%Reh_W8w-2j9~`VqPm%fL?yityX47J?8d=_0t#(TUCkk= zBf7aY(AXHftn^M2y}#(mORlNxZCN4mB&e4r^%|g?l}uD=*F9|+q9_;XvMRjBtkG@^ zeI2$YZkN3y0|z3!xrCe3r&~3ewP3i5n=A28B%{_5!h?QVI{VG~y~ZNYcG4afN7PhN*Ds zYQYt!%ZR{;QDTC^7V(F)J^UM16Ei70c5n(&Ife~gps`zcA~WNu-lc9bCFofB1yn~5 zH+0rLSFlG6vAk$NZagMl@Ozn{uHGH&JQ7-v1ZYHJfMcUO>Tw=i(u(?d)f5I#>orvegL7FulhX#%1KmYXNC1fS|>rb*kTMiZMw-(pwv+Hpx0 zj7$enH>hrosMANj<0J}a>1QlKhHByRb)xV^B<}+hSe;z{i_2(rM!SP?Ye74jUJ9x< z759seXr^BU-K8sB*Jf`GBb$<*3BPNM`N`*4#(SFnlhQhGXhElsyJnJG zgvTjDZKR2k;JJnH@04^DFZ%k&!Ty^PuK?%f^`9x-Ic2yrMoGGD8-vl}Dngsr`zv5> zR#3AP)i_Vh;KG#3c9*B8P}C@L0qec>Uc2$_^VA`PUWR**>@QQy?|k8s?SQo6JJM-q@3 zrGnB2HR)(Eb6GlquPda&u+(;Ew-j?FKdvs$7i9BTB0eGt3?Q)eO0L- z%Kdx(13qr!WkD_SJsqwVw~ge?U6SDZ5K>lr7gxf5E|_8rQe>4?ZSfx=YH+4??WM8w?@_xjv6J$T$oJ z_Iocf*JuU*8@4JR>Bqzi|(*xP(Up#%{J z;s_6Fvs;vC25uzW-`rUG%7}Tvun4a?(MBgT;&i@3H*N)BFV5lnoatHcoT=PEk})$4 zYKrF0M~cXBE!Hi1cvWh=qp0FeZB5(pZQ-k`FKWvDmc?~fZ*gIH`m(ZXn|Djta*{U= zVX0=w3mc0LLtWWNAXWGm6&>&E`uoqxNm!>-kmD#!I60+`$~>xDTm=cX38c>m%NIW> zRE6*cHuSias*1wd*q_`&d!6(K9!4K`vM$;-8L;*9i+4>Fq%E`@xH~ zLG|4s>e7;+hpDamWec`fiy?;_{+&>2j-)Dbz!LQqc(!&!i{}sxQ5uIt?w7a7-wg*l zvP~dD2~lU*2SL{iWQ%=J8u}aslQ3QN1J!X{9idkVRl1rKs+^=ABa8co!2!h^7&Zzc ztBWRSs#6-V=ujE{s@6~~jfWK0*mF7`7+Qrle+eyW7U(dByBtpAk<>jxhs@w~@ElfI z{))B5j*6$yc!UuM8Yp+=I?%7vXE=CC8tex#+1^`pr)7HBYFBMMn`Rj7X_{E*RfW1D z2fOs@03AF>Uw5dCuhqGQ9Y#mf7V1cF+~tHALEFPJ2YLcWY1ETkP5miXfk$;VBD3T-cLCVURsMn(&0^$(L_TB6Mo2KV09o-nic$9a%C^ z3%ozYB7w^N(-colURbwRa4OQzIZd0?FCMK#2As z90uqX`Z;dupMClns%9cmG7y(*@)>1|e`J(RVJkk0AptukD`&t8?E9L^YoXMQ@u?W@ z^!?roIwaBHpC{;$)S_8Dr(nOQEw6LSF!pss9HtX8>f*&l!sQIW1`W1vRDbeRxEa>L zMuuHHBg0=yD2CJ}1F+5sfx4N<1pN)Ni$s95bEwI|mE#U47?{PVrLj~=ejyH|U!z6dVpAlvC~J?|o^38H#y zMG0GkKY5J6K@-qTFME8=VY;A%d2Sn2+iW_*xuqJ>+*zL020gjCs9U)wr5DlMS-G_! zWY!dZV6jQSZlfwpW_k-NMb~L|SQ9uLzautC&gqc){~CI2?3CPqDi*FQ2AgY;l+-f1 zSffY}erj&Cf<`R&Q<(9H?xLrDhbg31V4Vj<>tjKfzP~099x?EMch8_u;$e8WPs#gI zJMlGn@Q8tjM@%8*ApnF_FJgoK@%K#dQu?*3(&;1%@?SaWv9 zPO9q-pqnO^R>u`xBk`shL^GGm^Q5AwSZ?|O=kKiU>~?pUT+j%Tb&!kXyrI=-5#7ZH zT1NtFnb_B`XDWOtTouFY;k7Fibeo)XS_?A$1`Z97f65dw1cLiE9~+= zsa9%$y7zw|I#rxh6tg9biIz5d#WTefNoyWXyD9x z&s+4Ebqqd!i|e1PbD+iGHwmX;Fn951x>sVe5`z7W!!a&rU~#KUCbbe;Y*tyyO;opd zA8&=X?!)_duX~WPa)DSOcMLu0$}v$m<><0+Fj2>&cp9dVQpP?&lqFAWJ%eJ4Rh^+4 zu_&p1{7Y8$9!a`nZOnD_Bm&j|L~xm>k#-deE)wVSWR8Ir3$D>;Wx#;CMP-6K6)7V; z+i)Gf(b=x!!8{ZSDdi~|0yQ90AwPzE(cJ`K;`&xR#56s)r-{gX_r0dw!MO-R{NS8gq@Ek7ntMJN!& zmV4lxw8Cg(;v0w>}i1#{D^u&_ljHdYr5(>>hOAsO2kfoFT!ju+x$>O0iI;qERF zg9gb#qxzQNHSy)n)~DyUx`tYlo&aWj8DOotr_bA^xr$p`G-U>kp zugu7_IAAr?s%9|V`P)ROT0`#D>W(Kwvf87f8Wc%{x<&il=lz{#6h@2PE>`K8fafmV z7D7A#_ah9|+7;FS@TdyK`U$ zzo5eRf<)OQQAHC8QN=CeO%_}W?H*#E%s;n%a`astt>qrHL~qF>^1nIMZ6b-<)7xuF z%Z~qdR<*Q9tZ+0t#9xC-)?oV}!xy*C?S23GCWb2I%}{a|Zi}h22JTaJd@%ykmI5Zb$h)=?8|HHzL_Q zMYN#?67Iu?_>){3Tv}rvwF5WsV3nOu$_9A6lJfXhO3a>>_d+p+bXzYkKW5U>a5I0T z!*D7`7gCN;HoT$93YJZ{$^3HZcV3N&urg@{b00i8pl3;2zR1P5)$K&2zgW6KlV_G3 zHRsnz6ROO;xh0pQzpyL*>_GlT}f%>q{9hOFc!~gq@a@eHhE)tjcyvgZ;;gkxUnfbi` z<~U<)H}mI*ppnkxTR1t|=N5%m9MOt}o2l{Kf{`R3r@w7Oy+H+aB+~=SYfu4Fp2{qj z_f%Jhwar^x`*G_f@7VAraShSU@dr>LQu3Sava>xcaM`wp(f$riz5WVF?pL?<-x_y< zyMtvs@1i;%%LfO$eIIFz^8V`!)zCvO~qzQqcNp)YU7bw$$ zAPKfjy&*|A>9v zwV<)TjB^6ztfG=IyP%%k=vyk7#+i8%HqJ*(^^qraNN(VGZ|D1}46G0jn37RSBEP@>y_lW%;Z@X}FUN2?Q1OM=9d7H-uc( z92o_{%#v!NxsT}XnGzP<#u!Mi`Cgc#Oo`^0kApMZYt33@=B4lyFVBQeeT0BHqKRMt zNrgmDX~AtoM(-5;Cqs_jX`8OSE;$Btv(lSiClnXt zBUpjHKBA3NDV)`H=HPG+)nl7rssth(UVC*XN+D)b-jxJoHRCm6Ex^H(te?puBpQ&* zbFrxz(t`ImN=weSpWwOL{pDHuJzoPDQia|fMM~i)Owh;Tk=FxnaM86zEK+0`gl89) zJnFvE=T^rQc+l z1Kh3S(H`zLVDj%nP{R_gL1SMD)bNmrsDTBjVEvsHu7Y_NsV9wtg!>NRA;wfB$YcIq z^79Ut2BL5tc$)enlJ!*13cm1m)HC>Q;ZN9CDQR(}i4lNSIT%tnfaRdoc9(Q0_Fu5f zaLY$ZY&71h5i4v2vAYtTm?rEX@&d*}=0`rdl2p>6za*rW7J}_&L4_p_1sKWD`f&hX4^v^w(XP3d>a`Az49(K#N8v+{1$$Mw6w<*RL|1VBeQS~}lZ4+e zG#=V)VTBzm(5~013txaK!gKFOraTLLIlV$p(Y&+ea%?0soYT7ng%p}kX2#+ovas@j zt%*8*C*X95#ZGWVnRQvn7#rGO4^8XhQUi8ZZiguoZxk*aWSD4n&Tjk5)z%Ul*Gk?C z6#?B9_~^ujp$ z8LAB*MW8hcyc<#3krxG@F!13H#aPixDC{Uc^Zob`+e3$UMZ_zLmf6MK_^bnlWAW@}KbR{U)x!M*qc1euw4nHhxl zpq>EPOItVq?)N&#q=Bc`W`GL|Wim^XfZab6W1AQ=aK=C46515J!3k;=8GHzntuLASStitl`)mH>a;C1$%XeDp)|^c3)M?qi0x0e>}un0kv9r1??eS zRDTPO3wDGf10L;zW|&U0g7T>D(>QrLMD<@{jgQ2S_8xVJ-U1WDU~I6zi=4&2Qo7YQ zg_7SiNR7~tGP3)>c%kzmA&DQsvH0}U>z`3QKKeT-8s?QAFLy(E1IS}{pXZYod_uW1 z?7q-Q6e`%qsAix~vfz&-;QncaWfJBE*aQ!%OL>#SSA#8-Ge0CpF7+gE)|1u5lYj?e zl)!@%3nL#H9Pd8H%CLWgoS3jInt;iu?(-lg_z~Fl;_P{-n1{;8YVlxSB*4RcJmo@m zXTB~X1IMsexGkF~BTYn#8hTZA_pr(l0mRt|F@{fs@?D}VCz+rwwG0JPu0!QkY*I7J zSbZaGR-MfQUaN>P`zy33CFVA47cLS)tiX+>FTPM6FbUIr^g|!f6f1rxsR=*52SLO( zF1`bzh;W{-@%op()m#OW{b(Ku3@LLsJdBbQSO2=Y#^(||a+0{O3pMhu_V%8e zxhtH{j;7CO?)oY=yM1iRV>mWxOGXTu9|BTG7$@3>sSwr@a^Sq;DV&k~bGgW>g2Ai@ zcEk-04>p%JcPT1Qr3#xwZ~(ZOJCtKE^+nDxMekFlG#TkRv2c7*nrZWdWCG}}t&T=G z7_!!)$8NZp)C@{|gqq#nTJP`UBDs$}zm{dBP~=28&@><0TiAmmiu+(S{zdwcp11|~ z4;|DXBxgeWYTE4EC5|IJ~rep1HtKfyu{*e{2 zBrqZC;v{JI&(ur0YwGv@wL8SUk6e}Su&LO}^Dr}@P82GLCsgWrQ0EJd1u#q{eSsOfAJ4rfX@S4bd>i(-nAe7X$I@z0xH zqJplB$DxT{q6E~PBg)Y;G{@hC*|0`Y;c`{GJbFsn)vq`p$BBh&=zYlmfDMVKok)$U zgcinqiawMQE0%V_Go!SVrjY@~a?^LHqjCUbnL10qC;zS`RJdvkgtQV;BqKQLnde^Q zwB?bxo`|Q2st}&}2Qf+3+w?=rcwui+#wP^`2pDCQqGK`M{LyJlKE#}y=6}_Sb+=GP zzFF+f2pBkn(>&0!kJ2EI9%}V*5S??`mFlb&HqE|3q5-9h3CQkvDqt7*A zcXgLsw99%B_?)@Bz5l#F9B?VQN~?RZ+?)c7b)P_CUUlq)78>vEe(WLKEVuzyy5!Hx zcXV|`6~j?K&`xuUg|PeMo==jK!EzrYH3_AH3r#g~!6dnlo(U>f2Is=d@nNm9aKSQv z%Hbfsx4h46K<@`303CzsmY#5YunYvn!B>z{N~s)4Lp{kdhFFr21nwyJ8h(cAM@B|o zle+}f{bGgT4>?tV4AUrId1(RJ4v^y$b!)sU&rVyxa#IO;(d#~g_ST`QqoMS#r(om- zs}sN6wKjf17sUM`ca^GOZr1-Rx!1(nq@x<@*ue!s1|n_F>6Tcq%OX|LL7|fkK-vqL z46i~ZgIPbb?X$HTng#na(wyKJR6KV%B!cItDB~5JX0ob@)9w~xZ{&iNTl$_7Ed@bI zU{Bg7o=+6}+%^I`1~1k}ulDG@k{#eeB19FUp!^u76JT^}`Z-pT8NkAQVjRG%r~pWk z76UR~KhOf5$0yHNOf(;RI&Os>R>loib9zpwaLhfUXk3n+31UuXGC34u& zc8NccI)wkc!#&0JMaBzwnDQ;*b2~JXTM$w0bbQX0f;ev};UK?%SbZult)Te!w{Wy3 zzu9L*cg8mvjbGKRk%BHL?hrDE9?*UAL~{9cX@8;@Tqx-yG}%$&e+Euw<BFO$qUplIXQ?3sO(>T& z!*xEQnt^Vynr$lK04C?%kakmhhv|newIRlZgVxbv%#STql>e95Ib_=OHxCg4-4tYa zq)@YC2ac<8^=fd4;8z>LKC?~tQOBKysKqH5lLK1(o@CJAgrUFFBwgp2UNiAhiv<;1 zCbR?zMTf-mi^~KMln)_iSGL35LWlDCPw>na?pT79*Aj+K2F7V55Jf&B+-HPS0Ezyo z?P0(7+kY~W*CNB~P>*oZTDRV}wugf~gH_lGp+60WJGd?*u3piqZa#g zj)DLw_!;g)ee~O`uA1|Tq@G}Ez+-z#I4Lk-6j+9XBLs{@o^Ut>NWpnH$Zchy3${tr zui3MWA0#r1{6FiJk>+)dvTCm2rSWG&4;yt4aUZbUe4v{g4zDUrTwb&Jfy9X9H?PNc z6@1fTwL~0CKZEPet_B*|5_wq?t5zGfIB4MT5Q3VOKI~3gSN?MN2Dc`i&7D3);3AQ< znbyLYUv&Ul+MbPScs06Hpt}WY1V*pbmj%I>iG=?N(HUdi@)H<%GU8w9z6H@4;_`8r z_Y~cq9G{`R(`0>I&?lg1hilj*O8k*|k9lhQkaDw_aV^+&ak*s75kZ0(&;N+Vh@4G# zdQq%XOQ4YTLq--2rAsM-TllVrY_%lw>5wkqH}a_u7_#D7xbu!ZYs7UnG2PWbJuE#R zFvOjmi%sZZkY%F9)@Vyh)WO_bpkC3tA}0AR{|W_B!b`ah5{uxpNWyHUw;)(Cj8E%x zg^|bo=LBr`F0+Hje3Up%2_+Cpnh1WM7h7p1nDp= zx<28G-ldu(4b@dpmb%_Bm%%*{sQYzqaB+naYD}dSpF}({5JA0}nJF0L?S>-4`t^aq zh@W9N7L{!h%TORSU5amI6E*G7x$q|78>`#9t2@LD)c*a(j{ zgWF20W!F9-xr`SB1FK@BM+&vbFaH8(K^IF7N<0!hfIhdHN9vN08rY5>d?VV z+d(-7Bq6l>P9Y*uc7o^-4(;95`!JV$?2&{=Zjt{)tAC!_*&S@u_VQMe(A?iVk{r0@ zkGRLtNY2ZLbXm5ICkVA$k-~|k(L3fj!Ex_@#~;yU7;d=^eT;;LfU(e@0rk{DITj*Tlxm64|_q_zlq!ecSw^IGY zbgQrcj1N_2&*HcQ6Wm?%T-4TKc&K~X zGbVSV$!o@Rhb;uGD_c@O*|5`qbibrJ)wqPgdyXAk{f6h!61JcZHhIA25F`2&+x^Y} zQEX55?4DaVqbfht9RF5^EEdVZ=qdL0fR1&=6ww4eg&y8j*w-~Dp_pRnHiF@1zSvI; z&pxtP;f8)}J%9x*HL-g{jC{{2rV>5(wAVezl)Wt+eMP^M1q4^9AH)da&V7$Rq9y;< z)86iZSvf7#p1tK@1Z8-d{_2cykx)-v(c+paUJDu&luH0;rJ$Jb#i#w9ryYKd*a>fd zOfL$Cemr-Crhb@mpzg|_dZga)T_x!WrpzQmCXxNOjlq7wZIqrw{;9X}Ks4r9IeMdvF8!+fFln1;0y9ky9X0 zr;bPO(8R>TQ=l&8h?c2CR1~hpC_h@bXH7@4&0+?`l3@60%wW1Rx+xRc%d}C*j@3a} z!Bf38F}-eM3J+mlZ!Gau63Q%de$7eHcyF|}_K>SRErX~7#lqH}RIC*;z-{T*(%)!)HWpNZr2zyIMM{>MMi|GE40^U=50uOs>U zXh|L;EDeS`*Kb@`QJlzJj);4Y_`AjACk)xU%pt#cqjx3Jh2Tt01?kaiFgFR`T_pzj znMQW}rkOi$BA9tRarCl5bW=p%OA^WTV)}J<7+N?zCeD%XNWg_^jO0_fk$&fjWwh9U zs0+zTQWR`JAeQ>v7Pzwq2x7-o@>XYW$6C3C-RDSYG@$M>QGV#@+}kn!#}6A!$b;Gg zq%s=vnlbbK1O5DjOC)8gLBxGhWAX>seGiEVS~=ViyCbyZqSWv*my);Nmu5^I?`S)>)IS@9*2|vKHEC zqEZmuNQgSjmxvPVqJ43?26d5Y0m50ogi6`3Ro2(_d$y0qPcMARc*IDHFWpN4nIr6Y?5M zz6mUxJkG53xB6fFqm{jaze**6+Q`c0)^3p)+el~6gyqQ1+T`@{fX@2 zVPs^U&saDN(T2`Fd5eytrYmja1#SF9Qfv3t>aDxnm!H*=`4-NFu?snWCUEjec2D=W z*Wb`ZM1LD6BD#pU4BaM)65#WxT}7P5nQf<;kDw5Q8#^{Z)&ihAzpDQ>f$=k-dGM7U z*UaR!IQLRxEIL0w2FcB=-dle7m0nkq^m$r2)qOHrilnrXLm9$D-`Q9YbEWR z24)MPe6-iWb)cp%A_bAO>9tPb$93mOK}O;_XkPqy zq{)$%AImS`ho-=4c{hhElg(#zs{om9R3Q4VqbErqX=z}(lX~ZENV#9#6QUXyiq}*r zZ%8!3ys=I_uZRdzfyKRt=VoRR7fkLrXo3-h90T9kO7Psr9L^4f1w(LzEyP=*Tz_GG zooKGF(*h^ap~l!iIgr7wx>j*q8CD{iqh&?}hP~aS%t0-^Fw`jhi2RA^()xPxtoa)} zZkCP$LAV8>N$chwM=|lZdm@w#X4p$KSQZ403Roqk9&n%)-!C;7VapMl)F_+*Gg=3AW+9Ot_@U*a|6xWCayrYUBCPvp)l;P>t&yI*RD4W~u;~4)w!{lgW_H~t2BmBP?0Y*)Lus<_puKVSp|GQ zoD#_~65}aEB@%t)q~z^^88Q7XsKgQ*7SLT<^#qy>%<}+X?LN(oLLo0|iF^v@uK1yN zNYzay41jp+a~zy-04$(e^gJ}k&r1G?lU{@pCjE0zpG}`ULN|d z#h{_Zzy$VeA9-wd#)2gxtcVAo#!QL^8PJ}RVX)$NE!NM|{e3cLGs*4>u8Xig#-vRK z#=W=7sG4Ol1O`fqI}(2M8<}DKRdLoY)Z)G%uYfYR?!qdOd(0QpsfNDN->0{bPy^!9 zm=G;lc;2td&;#i-OhUzLV(&bm2eu|)^1SjQ6WVY{7ZzlZi3F|`o^-iRe$d(8?e17% zY~i)c4utZcn8Zk|m|NY%sfx=`kZ8Q4jBscQg^YXoFe|i$^D@gx1Jr#1KihD?6GqE} zvM_cxC{GOM1tP;wyiQ%MsgR|&{OykdP5{?#{W{lAtbaBvkbCt@z}j9vX8Sv>dts(eno(H$CSRksE&_K~=OvMSTa zKx+yse?9E?vYZr@M1d0n2TwiSQ zox@rf54*ty8phL3dSM2%sMmF|QG$-1fQnnAlwkF!7fN+uP+(5Omhg^vvpW}7K;Rkb zDYg#d67k$L(GKuD34@L%E$h7K4)Hp~IuhHMA_Gq<1LZC~IKUZoABCkbR{;OP(*W(M zK9VS60XE(<7o3+m@%>0MK)5px6bJMbZ$xS)G$a`~5E)uG9HB1`gXOR&`C%sW#meCOsRL_mGl)qK;jf? zq@zfunb^YPhuFKOFLKl&pvk1JiU$Vc56`q3mKnKPn>@2#uGn*9ar{JQzENpIl3DU7 z(ewwqHoXiuqYt>vSRDNz3R2{WlTJp|Gu<}$e}-LxW^-N%WOs$aYVw{Hk7 zG}#3%5KXq&C!F95wozC{3K1#S5n-D8AK9b(LL`sSwtoGTRM7oL5?4GKY-R|1j?kdN z{>zApeqmYD0~vU7%&fLJo>6=0a0992EfBhhwmx{(Vde3fbWO}`4lYoEBKSg=hLOM7-EM4F_1Du_wcM|sOM z;JGt@NP<{qpP_WZq54m(l0EJSS|p4he~^ygson10##Yyi*vWLP2Xd$HG9qshr{%-e zorpu$P~nPX@XzdO&a-q*TG-IqPF9ir1wWQQIB71m>M_|$^e_hN7SxcA0~s02Xca7{ z%;`NqxNCuwfbwPc58`tmYSa2tm~uACwczC~P-GZ)ZRHTJR`z@tT=l%)tyb@^#w@;& z2XdI09=0&t#xPy5@Rr77pTkvPu)9MX2#^PGZnyj6s}3azk`k7NO2IjpiiI!52gAST z6G+!V-P~P}sS+|6&8b~_QH48YL`NC21-nJ{d`!KVf~a0t*zN6fH(#L&1a5}tlG93i z!MUUO;fXXGgiSc|E#kcySqB5uD&UJ$I)#yxoZ=@{mSjO9m83pw^b}Df4pTLIcd&!- zupN0d#WQx=t1dHSg)YUJ%IiFZbMtq5FJaQ|!rbldz8b-pL}xDhuZyv#_a~cR+B>~t z@J|r@A{T-UY1mVgWeav$o|8qc?%cf4mry@|W>Q<{(&rQh`GwonS($Pd0JFF5WR`K`VF zd(5?xhFcTp;s|DhuN7T1s?#N$=2?86y-$=y@SxwUKvdXn#qNdc5oa(Z1wU4b#G#lt zON{wt_g!*xQRcvh?3KmH%Fh|d^su1bCsP#|H=|@$ln_J+SB2z&+-zj>X?0ZeYjRx| zs`l2PLU&MrT_gkHnWAiJxiE!-ev%GSLnRX--1J?1o*FN2(+}->EQm+cO-@m}r=-rIvj`~MM3lN2*}^*4 z?pYNcVcf#q!46K8fJ`Z!qTjbSPbX0!2r&k17!t&U;5!I6J*c0uT8vt~Gbxn2hz{X{ zWr0pRb;Y*>+2>SYXRD*$Uo)D8jX1X*%8r-8M9j6PQxQwFJ+2)>LJ=-P0((ih+31cC zWu0ZEaHCdWr3R?x<#{D2H*mC3nSK{^Pkaajl1LSuex4>t z&hnUq_5HngOi7qvzGi6G1Q!49!^kH`KU3*2>gVY&Udzb{QgIBodfR3Q|M=!aP~qJo zQa|Hnvxfo~Fyz#-fdB>-CDP0ZXGU-o>{-9c2@}p_y6nN-2P zjp3&49s{i^t?RnhW5U|=TMMOAU^1Y6QE8LsBLDce#k)%nl2xo0Sf?WFF!7*jdR@2^ zE^KEBn8T%pKiiI^#P3$MCAD%qw>0!YA|zNI78CA7xQK`0<~1dv3C>TK@SLNH1o;lm z7d?^&8s!9j$!me5;(jfvs+Id{!dc3I;uIo(^P45MlF8^Gvg=$0ZGUUDj%c@@%|P42 zSVn+6-qWeq%oA0}jzF?#vSUWSpt)HD17g9({GnE76l|Wl86rNX9H3i7*S%Sb^OhtF zN1QFZjP>4VQ{9FCKlieDELy6qJp(WyFOlC?(fuVoaa#y z)Yf|iXJqxKNy&=7t#Ah&ZrU*m7m&s=1WicxR_lr`oYllJ9P&WsklZggh)HrlF8gZR z@X&cb&BNqT*uox+ag^#N^ASD}$~lxyN{hn)?!J89jwY0wzqfqrPxXvOGxWT4Gn==! za3WUW3qIC8oX$iZES|e~58sfve~;++I4%}GQ10(;3|=Ay(8epf>Ix&Slzn5RnIgHj zZ!#jSFhj#1mCc~GSYeY%DWIEXiazxK?|4c$n^38s`-}YxVD@>}oD!q|BBhAwVBw;! zNK3KY>3bd(<9Vq@Ne3Vm(-tbzqu9yw1QpWFdb-J|P6zUk8`H~z+qT?G0&;Kd(SJl2 zh$PVm%1PR}7HcBkxdhKm5qi?C%b{DZmn9=lxrXWHJmu8XJ{LH6YKFCiGbK;-DMDH9 zeNRIQrRIkePpCNwh@nsjRxM9lKyzpBeV+_wl##tHdw4mqj1Z7}>)yRvcdU%y^IVrs zEF%e?n<8>ax566FZPzDV{GoZ9OSpB)}MQ>V02ij3es3dmcq zPUtfV-lFt%?4BI>M-Nb7cxo$2ygO82+4i=u_Hzq&E|`IF0p_kp1j=2YTSES~O{9%w2vS++eT&AmGYuRmN~`yQ8`Y4rPL|Dp!(r8$%U&L*tb+B~*O!QZ&z znuL7R8|_nQh-|5542}#ulr~>x9wL-UXbxxy!#~M)ggm0TVp}|w%)D&em(Rv+ecM8fZ z>Xuq1!xRf6{fr2W2E2|-6-j0|um04w!hF?ISMB$qz@_PFYS8B1ds` zl{tabKng~MAt^k@E(}SE+Z+*S7#@tAY1%@=#D{b>9GsyUINg6~?PK7Zk;;X&pE%*v z9T!$(z;eGM!$O`3{_Vg2&q&|wtx+(Ke}9o?8K~~~Dr~f57xqwGnIF9!SNW;z2LR7m z0}opzK9gs*Vp_66Ik$&E(5=B9Coac-jnZhbS5mA5nk{)4rEW3ZyZ&n)2QpP|J-A2a z7wVoNegOjz*vQGi>$0JkZi>hzonPGRzvRm|ipI^3e8B;)BTofT4!8OUoqVpn&w#qc zdqk_cg~!}@H<>UoyY~!Et96P!-Kf8oEF8=tc~6y4C~t(IsJ1z^w}-U1cK>OSzi@BQ zqe^Rc;ojjcMXUnKL@!T)VCO}z`waV|5uL)iRnC1gPbk50*Zf!2-~Rij>Ib0X8YO*P zcLr3O!Gph^tRwL@L7Ol+1nu492fcU{wbf(a*9?AuVt<`YUWTSGg=2U~fbr$h*P$Z` zj5|+SK`=D~8p->#r-tYKJ^NClFy#}835vT+v~El0tu^4L1ZO=#U%kTguP|2=Nh*$< zr~F?jK^@Q0UnxG!&^yU^dKe)mf80pPY5!h~c92xMwJc8TpW+BX|5r+IQ3e#(_LN`B z+v=v9g=-yM0x3o+J~dSL-fgK@AfftsORIGrDWjl$mglMfYTwe7?Lsl6eh_gjw6;{VYim+W0d>U^kq3L zC^S%@Jvya;afBS962xwHGiYJAlM2Eu`QTZwN#hto69HLt!h^GmC=g`KJ75p2M zpb5fFefMNllME9$v(C2LYqRcAs3JT<9`}$G2;n#WLzaWl^G)PzB**NamjAcl;fuYY z)?U^vlAD6dlrXE+>knivkRMRgi0xKEF&794j+?tfQ78`%H1B0fY5*I|o)1q(N^soV z1HuayEz7~>y%BPqbjX2@tk6{F*}r*8RZ|Pg&Lm8kgz4VB_ZX>CIJHXk*poDd%GEtG zU^)lbse1HiX;Qwg0!JBTIT;fku=ph&eH((1uZzqN(qzILH^LiT&Q)P&zi|3AAu_eV zpggb(fu|HSO{{@7>PjcH!PR;FMk|@r1hTNDwPMM?J_oA%Euu0w5ElG&QI=gTue&sYNoy8qfru0=m0E)iv-S1o1VL@1$ay7^`<`Kx(5{hFU~E)o}6* zO>kCzSZmDBVW?a(s$XzD1Ix{y-_VrN6AnuSvEcd{A3|3=_1r-DC>YDyn;NJ9?#_tQ zTDHw=^?`!iQ*M78ob4^zqc=1}DZab(FjA|q^WqsK$D(0$-perd^3}Rph^aO&!k>2z`kT+7PeUz|l(qkOL!*`@q-Slfw1PV6jJn&D ziyPaZ_;ZbES8(YaYqT0fl%2-R!Qnz_uGs-*h5Jp-oTcEd(&aF`XOc3Azf7wq&F|x7 z{d(`OhbY#_`MAyavtB&2G{avEhU?pn z)P^nG+16Fggz?-+paiOo#fmU5- z6i!RQv2wllviSNes;uVl38mrb_-jQo zT!m<{l0j96bYDM~Fj1Z%D5+kbZ-qTcJX_}%quouUx5Q$se0!S1%lo)-`|@i#=x}zV zus@|kQV0`ldQc_-x_5p+^#&3nuNJCw0~9{Kc@unmqcek!WdO^3oM-mG!5IOfBU#4G zj1|^WG8C4D6pJ#@2IOi5cg!elNE0E1fA^Y%f0y*#VofAGMLqUm+@`CAJHyb`8%sAL zMFnxE^ZYZq41#&x2G1^uq6;3S)sV{yT zJ2DB?eRLnW{_lV$a=?xdeIW%MaD<_Y6;y{M(qQd_0&ATcUwmPPxe$7hviHT2>@jj% z7B3Qu;*--ghfT*YR=9EvjD5M3ho_1V zKpYu^=RUhd&#Fk{+}8YCQt}v4@T1XSNG_i>p^Zu7b?|(I1=zQ#N(!PXO1g*YHjxK~ zaG(5ua~VBS#$&GvrbzF_`ueAzRnJFD_=~8}pCm44v?FHt3uMI=0UI24rGI)6Al!T6 ztgTn!NHR7~@9(4bY|eyl;cuk2m`UH?6v$2AzmNKuLY~*bx&6UD#k#?>X}We~C?K`- z6e5C~W1|Njcp5Tx10=@9MZO_W(9+T3X;$3U23}Rw;Dz0ypYgPr_5uyGxrr1 zQvMcbSOd5a@}&ka6zy1(VQ_o36ff)}BP5wMuyL}1UIq7=f_w9*7U-1&b_@5{ZWFb; zgPkPeYkL0>0VLSNQRL0~Q(L5&n?OB9bW`{7XPw{y0&p5PB85j4QDKIE`H2E}0CO|< zpWMA$JydYa*eR*nWyG*BXQGv)jS`?--nibse@Oo@*#T$ehavJc6}*D13lY-u&?_mG z0Oa2B)I<^0B4|$wS-aa5cDlH>^6%^v&dq~rZ-_@eAs+@tkf_mzW(eDyXQWx^A7i*m zNl-dZgqG4{VDkIzrfD4^lS~p~IkHivE$%IBoR&dy?|ctH+Dvi%=)b9Wza=$1qra6; z(#b3wHlG+Y-ccuK79f%hG9%S$Fqs&k+m?IPtNbrY9AQ3+V z*-O~c_d77lI9F0k{g^I|7U4yqGKeye1ywP+OhhT9$zS|tjl6qDJ417|mM1||YG@*= zm(8gGIE_Y}BNiSx`)Z-EG*tk!ZRmMKa_@&{5}p7m&kgJi%wco-r zQz)JK$-wSBy(*@S0Vi{%25zn>M9NKbb81lpPJt%#BCu{g;Uwt73)&nHeK(&`7QWiP zQIH6o6osg9kN~=KHzT^43kq?jAL{jA$2uQQJ{K8a_sNQ2;PL8sop9cQEd_%I50d~J^@b~4n6>_Q|w-&~jq#4PtB%rFm;f=o+hc|w5Uo|+q zk>jxXbca+f6_x94u@9lZ?^k~>e!u$3bsGGBrTlh>h-amOos?Qhsz)C&^?(44AMDu5k=Aw z8k-Wu0N5N|HorQ)6Wbh&gHSSRnLF}nw z_&!l6<}3ce&cRV96L8xi>Ox^M?CDqD{TL{?Ys95~Tk&AyfbQvo(X0BMpVm&26)8QO zwm2;)QjI-)3{{ijx`hW~UnR7_O4J6viE67ir41UeZr(Gp;`JhLAvmjh&CL<5*;7j) zGW3WI#A3P`iIz>yDs}R?5S`a0ub4_+|26_a3W?Tzw20n}Ks0gP!b72Dt*Ej3 zV~5z1ewbB!O-h3IKx?Y~=h6Nt#jcHG8%pl;KYD&RSSIDELQ#pK-)r#JhiypoP0!H%6Hj6u+g+?P z7JNh(6SnB#lWYxU)(Y;*BX%F;x{r`rBO{ zEy)zoO|2#PAiSWB@;R>y*K$X6I;7BcXVOI5zX=s8<=Mfgv%Q67V`Rx}e*+UU?#HbyPREk#jq4X%OLa3c1YVxGR zOl{%1KhrTqpy#GifK_6jX)INO=r?^3H)M_{K>;Gt!7&Rn%i%&8yG!WJ;XZP(!6ev3 z`s1E|w2&HzEtY&DNIA548|`yrz#Ta;#YUT>Ts_5x=G>^`y2WKm#gWOfF*g{!BxATE zOV|o&A%L%z;<%3Du0A^4=Ll1eTXA*tZiR=-G_Q+t_SY~IiFY*B@zF5hHXi2`h*g9U=!8-*tv?g>n7DN3KKnm0sxwRzcOxKK+YpKx zihrNXV?c1fyX(PN=Pz$Q+aJ7uV|7PFh6_rr?xRQ$%D;Chfco)ZdyInP9P}U~pix4p zQYl0mBL$nao73RGz0ST1*92Yf|c!bPLkoH?B`CRY?)*7q>8*K#9 zP)2a53|ZgOHBj)pwBRX4b-(_D6!%SegV{2PxogB68Tj4NW*^Bvuzt5t^J?Q241P0g zEu`0nhH-aQMka%!BCU|FmLIRIu2#2&^#8}&yEVsgBx{0aPD|nq7lLXwQW z@04cG9s@y;#54$?aS^3{ffaxPQB44at^!CwW^2|zAl|meY}Rb%b$(d?jopX++`~OG zJTogQnZPkStzx0#^9T|f>Myk~?ML0f=lGTR37_@*NtB#Kj z+5#xr#+IBi%4PC9ZRxIc0?9)I&) zwgfwos!Sob#$g8sCf>LPnVu()W70MztN{le-^B%}Cyj_NVtV0;J`@#qAf|e+!GPs` zqo3->_Yg4UsUnU`qVMpSW|4xpV46J3OIKmjEX3z3+n=1c7f=4_?)qLl`A%YwH3<#a zPilE}2M0_ja2zr_(05dvk{EG@hH?KJ+k=FMA`*GYHm3kC;|_d-4$Nq<6+-SHit2WX z=zVKO+<@M<|8&3e^uC3hdHo%B!)*G1h86F@w4Um~39^MHxB?v)N-V{Pml?#a3MHVd3+Mqzen3P=< z4JPg`mZjeZ?%u_+ScV5;0G;skXd9^{%}b<7UPbs->*xUQP^=-D*fzs*43D6TKyFUP ziVo0N^CZ_9jBKB&krxV|wKja$a6adk8yRA;IWDodlvLN>DtQwDaSZcX>^-g|5`MgxLCa9?|Z_a1+Tted`0mdIEpZ&R5IE5|4(!6`XK zyziZOxIl2XggS=H1B8zVhgj0YG}5ClMH%0<4v`O6jsS4?JuO7SzLNakybEY;ayc;T zmN>}X-MxJ`V)ug+t4bia-%BS*RqFF}Ea?8`&N269fuH2X)BNzm=@uj(2x17`eF(bC z9ZGybM<^T&v&9vj-?>Euhig^(ovw6=hVQq-dv@i2_zVC*27eFB4zf)Z|9lGOqD7Wd zy?;`w0FX`bKB&(6WGWcBxAU-HVDIPK1Ln9NYGI;3e5f?fzu|d)0CunKBhwyK++qJ1 zM_Xd?9fVjSE`t@TkhFV61CrP(yy|#>or08_gc8Ec(ZmQjTMOoV19FIouV>Bs@jX20 z_yFL(WR^a}_`?3n6Nu5aR`{V=q$7o{J-2-LKp$eDLKnxDH9DsQkd533C@`*Ka>X5W*0s!tCX7Ll4 zI9}hgN_y7W?YzNmM+$?o0tthV$4;Qqk$zXhwGli!ts>{tBb!Q~Fw z%zJs~^DljF0di%xVJg)+;`J zmwn&uA0pWnoG{@cFV{v73TEVo6C*2B`GW-~vCye#!^| zhYb3)e}@DksK1TJlh$9AxHR$ZbZwRQfiVz-5;A$=+et|j2q!w6 zQ1#18g~4*3K^dpdIT)bab##lJFYOV10KDJw>vWfiB3v;B2(%RuUP& z6N6$HcVmesf)2?g(Ij}Yv%jn|UMao`VYOlnF< z1yQp@Or*a^P>jH!xpD!e6bIzz@56eEot_u96T}mGnPt>NorS`ZVCIq`8A}42HsQhA zK=OY6DPE_64@dj*FAl~Ey^w>VRSgY$5wP4PUamfvgVY3KAxLZMvccwvjk1u?Cvn}9 zV1IyemzM>V1ntFcZ$lgpW5RGm>J`rA36Fh(qQ`MJgEs{+nTMV2BQwh~(nGpcpft5+ zk`sG?rOVCZna=UtB@MH|!s_^>{>0+5Jlf)}Q)4mxj7Sa&9f`;hio3GJLX^P`j4PJz z&%vY_J3z96;N6dHj2e7J`g-J15Lz*gn_R*_X$luP2?Z})kUF@puX_zEYmh=)a8*e~ zIJl5lT)K}%%Fm36d7h45SbX4+N^}%Q=tSc=L%#gt9M!R2LJ)%j(8B|UB5PNy0{n;u zb47lGNdDHrF)9}Ax9(f}GjTN*`K8od?&(;xD)RSlKPK{1Lf(_6%R)18iPav_zOU29 zV~n71nJeR#K{El6{g}vFZI-xE3Zx8U5gEvAZG|-Ok;C+69x&QMs;^^QV9V968DAoN z;LR?@9`%oPY#|Po;Bd>LaC)sZK@@-T8TN{K2@|fxph~E9PAdX(*D1Faom;$z!6(%e zBNp>VRCn=?2N7NrOK8SdXNxEjjmAiObEWD87eF->T#8j` zf~JaW7rD>^)d1oyuXOl{5~WEA-(tEZ>EDo5SQ(p?UCIoxhE)ea#Ht%aBx5l5rN*#k z?Tw8-?f`fT9Asa5vc3{5$o`Q;=M26Cm}PS<;US?#R7^*bF)9wu-i!zW?7?BV&N%KC z7qT2ObrruoM1&vRE8)gg_nnyOHG&1aFb1|)075G=p(Rf!-l5NdIP&9AgmFwZp(Vl; zmIK>!EO!pH1Q*Q3K)df?Y_(|k^c3t3Sqg??A`~=Du>v<&z+O8bAQE{BZI;M{H2W14 z0?tLnCUjKhOlS{iNE$p;(TUK(eW)z%L&;!Itl!iC8ApW(O3H)NnYfLR?RYqeb&@2Y zSnj$%Qy;?X+v)q-kx1)-jHVb?VCHV9>1Pt}_CJq(l4PF6A&&y|a9jxMFmw++k zk3hyM+{8_;a<{m@0zp>=&D)!Gcms|$Nktjn)rxqoDmg%ylFE}X-8H!7Jw7>Q+Qc}j zi$dc$E1#`^CSFSBn+P&a?;?BbE|LNwHfx`pzhMpu9;b*KIHTi7@FI(n3)DdR8venT z^ggdc<+fcTa|o)Z_7661d-rqbKou}gEB}E@t;O3nEmr=^I_y)M;H8G;P?hOV0r7eY zfI8h5_3QOMs%*etQ+L8ul#-+rQ>jfw)CQQMft9Zs2Z<5n1XStW06kQl*=WNl-D*>L zC7(H?Z$`N=`kB!XvenpRAc8F7F1njk$BF$?IB7)whMT@)TV2!%!0Y~DJ*ywNE1VAE zhMrY{yI*qGo-y4aeIwCB^D0g?7rh7&r#vE1!IcXKgKZR(;%5wIh7w6r<>xZ+s6B22 zSDt6{b2GCGE3?`3i{;tbSF;PN*>id-`Qz%##f9wt?YsAGf8%#6=p__1*ywQHK|?&@ zIEW&=wW)N(!r{gOUu3iTBO-bJfPO;}vsTsB@#~`z)?Y-*!?^QI#{UB(E<`1A&5-^y zT;ii9j1Ox?RHe8i=I9cc25=ESg(vH81NgDnX<663;6Sc<9m;BuAp<& zej7Iw2y=&EZu)mChG62&bmUZ0-&qpYJ){r_4Sb*&R0_a|+49cp45%j=-oO=jeh=@TTuAm3I8+gb@j-JZhvyNTM7&`h2JU8y| ztRiiCT?lJh-AdXC6C&q6(KED5kk#*&ZXO(Olb6t+^zj7m?p@R@;gU-6EF=u5Afwb) zyI?R|Ii@a;vj@j}2nFidROAT*(3_Y(Vo`|*g0GICfRyGdIBv^oQUp*t>jDa&;>XR)kO2>CK?+q_9-yP(h$JKwuTi1lb_T35At=fk) zIs=DN;`~is?&~tMKz`KQ-p2bR%Y?+cpB6meZJ=XoMavjL`oR%XjkNST86z z@WJSh#CcevB($-LmBn(uqXcHqq4c#*?mhUop+|DfdY@G2CkK2tV#p^%I$ykWqoUO5 zGlf4h6yEwF&(j{<+FGv`WUhHKc*;Yu!z~y+Y;PN~i9IFPnngFEzu76mx@&p5dx;4S zoQLY>+aTIfygrYWMuPP^b{br83m386Md5StC2@>9( zXMZ`Qhu<7qBfljn9mi?us8eYr*Vt*Q%Y;}+H-?;6M;)<~*|_jO&_bw2R1;f^GBrgs zV7hUps)bdF>=={vTbtE+HEdOGD?Fv)D2&jF4@DnSqAYtNOx&jB3$Xlz&jY#35CM)g%d4WB}cp>(T(-Sy@6 zdpNK`a*3``?6DIk4nX<5&4|*&2yEHiYh^DwEn6QY;rW(6h`t2ZXYYYQ=9a~L-TDjt%<2k3qbN*q(Vb%Ze5b>s=@ z_lx-hYsjb%+R_PStX9BsPiDL;ewnDy>67=%RaA6B{vmx-hmREa=F?q7YiPWW%;R{h zgd$y=g;YZ|E{mbisK{x=^%#uSul$?xr_e8PKfI585Bx^RVFI={QNN*J%_n9$a{Ab0 z6FHK*xUBc#m;(mK6ikI5boagWW#&9_GclTEKtx7KOPa2!@if`nfFuc%=muWWk~4)L z1ei`F1R*rL!_8C@ESCE`xO}D-@nAc+YEWIC)u?fZ%Rx_90H( zhCo7^K{^t{69mcKf`=5opZu)gr<5vbz3X@nj@@SyO9&kGl5i(>{q(5rK@q&OjKR@;e4{{AAttoP_e5>>-(A=42PlU#Xy+Dt#a8TI6C4AEKTP0!IyQyc`dT2g5qtsKv1er0A zsWuI3aFE(Yx-SB9W6StkyxU;u!$QH0gIYJSAyMPlQgsbdgro$rOe7|Z1@iYJl&`Xx zC2E{B?M-DsQJV;yV_eRBWwc3+^N^Q$;vHT?wdokIlNMpRn+X07CP`-KdFjVf#CIL8 zNpA%t!Owi%Ro#}ts3k~_sllBkg;CRMN7_`WN*~;eEHzko)UnOObpkPiKM84ugxv>7 z_r+7mbHe+!(t{5;beqKY6T~1L^{oMu*gx~ZR~+0tl8;02u=ePN2}jZeL`aq_g~ZOK z%BE~7L|9}N`hQm131i^&&gR|$IfU&z*V3;ACy@bDVZPMgC1*cfPjfan9O2BY))*nB z1rZ@GW4UWEeA%q05d!^4;&@n&;qHA~sTXRHJ=`IKKUd@i3yORm*s(ge3TGQO667wT z2%}0TN{uoP)&7iXXsjY3Nlv54r*gi3goNL0yc%XF3>}0rt zp}13n_D>R@fQztFiQ2>~EA2Mo6K(@U3*>rnDWke89F!oeGPB1&*5}@pGLx`nOWio! z+x<;7qPwy({X=-I8+T!9Kvz-VZS}TULu461#$Lj5Q!DyiOmzbJAaR)BBRU=|l0{hUrf z@kv(hJ;7Vt=}b$1)5(|SWl9NhdNyc0yLTja;2B*6Dc?__AP(FR*F z1NNm;bJ}=t{~5{L{cq^Oy?+Wf8wZ78)EC3tSKW^%RCQwZ6$uF)a>(;MdGuW^-7Fdi!au^lTF_4JEwRoYeO*&4wnLrE)MOxaH_OZHjy z^qVatVKPbt03D3scT=YNe_@kYkw2IWRuE$U1HTIwoKV%V>!}#*zA#4qeymipC?W;u7M7V@W4MFY<$J;j|YQgv^X9$?!zw--D8$^!aB@nJ-d3;?puEa&2st!Us zc&Df&S+!^YRlS6^X!kVMV{?_$kc(T;HiMG~+(zh8ehSl{Y&4iKt&aBL3K+~OZf?{Ie#jCnOP0WK*@vW7PK{B_elR`#!ZZn$10!`2fP&$;e zNXWijdLEwuPpt`s!s3&U@&p$LDwdq_!496<CGv`sUpRC4Y6Q|n4U#*;}niT!Wt6K3)R0L_3(gF3@$T$ zO{iKloxvM}9Xg4iuoK?nzN0Z#iDeC+xyR9A4#9L&(@IBc#?$Ki-LOuy=r)92X>^LU zc2zuf zfQ{pjGPXd+;N{L1F0)&mZMdH(yA`V(deP%OxmMe^8!_*L$RYn{sdriE9o) zRYuj{8_LxhX9f>qCcOZNyE~>3b97?ReM9BVs${>8O6Jx=)FRoaugjj!fNPZaGlrd+ zgb^9!rbNubL4EQski!rm6-oqx`-#6*F^VKHxLj42Z({@rCc1a9&~s0Dc>zLK{hwR@ zy&D_=WJ=j_);Mv>YdPOqc}wn`A})+}?!^zU=9iadyx|t>@LRq+9?!#7PIQeoRYUt! z30~PTv7t$mJmHRYx4BxXB#5KBdM(-wFizB@!`26}l;#2Q)Lj|*O4K{G5>j}NLmuYBdz^9h)Z}JNWW6L#6JqI;OGhS=J_Zyw&fcC_ z?#~h(u*R;uhQ^sfxwAxvQ6a$?O7D=%QsKdcrIV<>SaA~XZXvznr4^w0;2q(%{t4pyX%oD1*4ynpuMk7-o8QEeUU3+za zo8t})9>hQO_wk|Zkf~!WFo>+DNOz)_$t`jOTF@FKd-9TtMsT>36<``Y$9gbtd1luJL~<*ZQj?KZjea zF=Ui6680e>IgKiU6mkwvZ$!_>S;g|2aJi2frw2nkgB@jv<@zPF*PDp#y$yusptek2 zhS{)tez=L{*Q$+~8-eV8$$etdSsX`v_V^4vfsdfh83re_{ZMBZ`u8JPv1dF>O z3i^5=h;Yfh{Q*khaSWwdJvFvhfw9woLQ@9QU0B9!M8loTsdKSmLp2fXkeqzT8M%IN z-7a(go??J9mH^HZ8Fk>-Q3v)V%%yOoG=2KZa6K}rPs8BdAElc(q)Ev7zWla$HY3rz zRncP|P%NN{>&Ci0RanZ>8@i-lqAQMdig3Co`Jmyql155YMLb{0={vy^1 zLBO{*&~rrGl8*;owBl={rUG68t0$S9v@ef9l$D+F=o^zR!@94ZNht=|q`hx4C!Bo= z7dAFb3KQbooI!N*=WIrZn~F{Z=gx-!QeH)uRU&X(i;~lbLM}YLOI%GR#UaLX7w|SU zphFICD%Bl2dbRq!_budYL3Ry$`&i>@TY#)?DWkgI=!!vPHtiUca2`q-lrvA6GJ~RL z6Q*Z&<<>bdRc+MV9T+U*=mSy&Whl|U<*AJ;H9TMH+m~5&tobTp9!bUih7#~$(?ix< z;z*X9;}WR5_=-ckNgv9(22X<_lK&pJ(ubD0O%0JEX6S;Zs^MuZ@*)3Yy!cPZha9xJ z6T$SvTG;ID^mb9f(=wr{>1hDnLy>h7@c1vZF>E0CK&)YU28oR$LqH4X#l=ibsknp# zoY6lCmt#^+ax`~tS>M>vY75$jG(gp6)KvS#cqP;HQypbwEzruKjoys6#(j-IS^ZOm zJJeqIeWEv%3a>}L`mT+?sgYf`ZpUI0?wbmmCPO}HHeU0-WaNBc7XeM;SE&JX@m7mB zl@{lsH0=FrLyNnDy{#f0_b@e-@auK%l^stww<21(M>Qo(r<cY*a6C( z+@?E#M?yTKHwtO1E82m<&_Ea~Y-U6aTRqg&(1_sNXQG9uJfe>$kPfXa&#_LvI2hoP zFRx@}yHLk-KF~OaB9I%KiE+W_Ng}r2+s7e&le{WsPV1b&V_Gqe`#ktT@pVh_#VN`I z9V6NyiYVT263MxPLX8Or5QDn8}5pl=`9M6037QU+6 z^I-%S!<{F1JcgKlI_EbW{wMvdg{_eTNerRH@=g)T!SMV=a4Fryz|PDi3~zs{jdU9M zqm@`5YHYBSYH(Bi;bk?Kf+&H^#z#767Kowp0K$Ro+W$9A66*5`1%0B-8A zC8~=~Ja3>{3$D||*(=?LGOYVFbmg^={m*7{qLAVVbg7S2v$(xS&TQ+zuVIB9p_~LK zE7*fN2@Ht=-RB4u-`r7;#dq{>7bkVn#!L`>xX53@Ws4{h5=MI!pD>8|Kyhb?Bbms= znC{op+06W0*3L_o`@T?+wGu{e#?YHX+pwnK=2Ui6VZQ7zF3oA z;acbgK~*!N#+7_!KP)0H%%ms$eas4-4BzKdoQwjXPDYsxx4;I(3!@?kJ|MaYA2vEW z?RVXtost^I4O|;`2tb$GP+a$GC5q>zUg>z!_~%n4juk?JLXJ}$e@H7=IDi(0Tj}9k zcW20bZ56irY=yr@u}X*wY7bh{=+ji*C%EWJ$)FO(saHn;ly-qlGDL-QS_n7)DKm*K z7jU*A`!MQ9^liLlCQJogL4F{n7ZDiJ@AE@@?aXsS9g31?2FW<+CG<%ZrNP3Lwx0ue zW=*3#Zp<2mln2+^a_PX}t?_oQ?| zqHitV>$nvb95--*CkP)%_`rv2-si>gTaj8Kjs08;K zK}#qU&xgFA+b}q=!4k@p5LVSWYE=$mOq_hHOxS>-e)K88avpcuNGQdW72z7^Hj|gC zjE1nWoB|Sy*+f;uTD$-xO-9toeOylQlsG=Aw#;Ef(uTmg2j~H)V6@pHxvBGF4;H`q zH->!{6zM!@i6ug3bw0bCQt+UGo$AWStxFWZ!6b<}KVsk0rB;LHer6d7a1 zeoGcSEyhh0Na)}#5Q;FA?k*E6!ms)_n}QTbYks;StotpxB7e+gK(o7FsGdYl$-FCk>sq&%os-jKdzes-CMXONC>;i z9~z@T?BULOq<0M-9O+o=^w+$)GUZ)k4RAcTO^q{u35OEQ^q?-IuSgeA&tPElJ%6FX zbe)sFHkP^3e{vlW_o=UW7ARzG+^%PS(G%^f;V;N~NhdEn>EE++QNsZcK#F~cG2Mli zpa9xT0kp4&W=NyYg+D8(*SXu)As4AzR6M0*Dp3!j(c=;jJMrm`KE`wx)<7YmJ%Q1~ zadOH&7mEoEd_0)%y@`A-lOPLsR(=N?FS~>y_KEMqR&N|~p`EU)Sa)-u-DX?H|W-S~4JXNIKLJs7c&Ma<$zDNgRgrS1d%a3p=9HQfWZZU@=9qQeukd58H#cZ~DEXLPp*i#M(#^ zzuE2K0oFhq{SlVCu!^s<7akeRoH*?4(z~3hC$%;FMZPumW>F3n%uTHF7x7ysC8!LK zC$BL<1q%eD$(y1(1Bh^V0dDnQ;(VtjhXUvri*Qy8-qN49_TJJ*diE_bb7qayaGoks zfp8hu{rXuTl7$_GT{y@g(xnSUUOE>EkuGj3CAo&JcR-Q)d3OwyySOUou_WgttK2v> zeX&{V95rhWyX9*1JYGbTLA9l(`kxL)G|yB7u+gScP)1z|_@2H0DY0QR*{m6lgc zM7TGoTuwE{%272$$al#%RzHvn#9XOUtv*=YF73VG0L_ zo5-zDDK#HLkk5=IGlykLd}e0)YRD(!i>DF{M!P)~4&0uJ6B*~OU9_x{E> zO6Fe)=JQNHRT|lnr@_pH7Xtoy!`y^jh^ats4hY1Z@JaY9IEaG6r)&<8fXCSAt`yJT z@aT^&tNw|ut_dOch*BIF74R=FFj4!@;Tp1>7>kSSF9IJ~`m zM8&*yV`5%ZQh*lVKQ4j%tdNhbuQR@PR=M3B-j!+w;g0NUWd@}bVMBxbD=+Yb48l5> z`_xH%-;#V>=WFCmie_tdw}!-Z*SOWmFO!D>;)xJZ$>yGMKocDQhpgZyxIwUv%xX<& z2Az!p;T*@Edybs)?B&b{O27UYHOxJ?9{0-Y@ODPLFG$QQ^t4}DS|OTC8ww32!e z(@m~;D%ql3*g(IH9nuqPoC->1qib9#Xj>U|j6@F}{Ze7K&>B79CN*>Mu(yYx*&Yh% zRODKzv*V&YW?V@Y!1NyR9AXVCBHLKDW#Umo?yVCkdScPU}1Q3nR;9>ir5z}{S zV#x7LzpgyKC3HY8I)!W#`C!z%bW=HT{SFiPF@gbbmlG@S8f7XACn|=Z=P!WDzNd%y z868k@I3QX1#bM#mUqTx50kLowk|`4q#sRwtpD4r?-WiJQ0g>~Ehi?am$Mi(l45rR* zxCKRCTyBkoV=x>w~flevLAt&r+g}Z~(1icsAM*3VGm<4oK)Q-)jBRXD6 z@Y4gzUfKQ0@G>#PKv)|_R29mdoz{;aGsQ#fZ*;NT`^U(FVz=+aIWEwu9;AVEH>UO9 z*>wL63Spo^9hFO#Ljtk6k8-~#Oj}rd38fi25QP&(kQtLms&0rc0{9Nzf`_65fGqAEI1~=~u$aLnD5ccc(Nx0m=RP zDSggX0jt3ZA!Kd7yFm+rI&jf+;PAcGYzaMD=tDe5+6h8)w@3Gby^2VNe3;FN=Lbx| z*d#N^AOs9@`Ru56p+_)d#VtzL(qw2Kx z3t7z)E}bwcf2kY^-LA($(MaYXG}R1!)jB%JrgImM43mG$si_S+6KAhcggu!16!9@U ztB851qR+Mf?i-*<$w;)0=URePWedcB?gpRn;luj5M-_rNOF!9-eD=J>k`#Mzuw(K@ zY6UA1&K5XP)QQG1l*0!9jnCAon`pjgQ#pjPFUrke} zg%98!P*MW&buxo|tJvWgwh6NMDQv(R@QKq;UlhTnyAmMXrB|pPL}?Xgdf`jmD}7p@;w5at*Au}r?jVyx*%YE_8182{7dtf*e<5Can z1{O3@|Kr6EswradteBv=+DE%si3R(;v0{n=-F0YYg3oPtKA|%QaGJ%$i{>_Jpw`w? zr4$32yQN}|4q$Ty2lTkaw9k0jHupjuwv${{t@f?Xu6PIV$$AHP|Jg$2V8}I8OhLdB zNnyh38cH+i;Rd?xExqnv{?kkU7h6!Io1g_Wfq?BK6Z{~AIiW}VQuva{r zQ92kftK_^36_IUqw8QWY2%x*S-0sr3ow>jl1oV$r&=+0uNv-XpMkzGs795t+OKTb;NFX?>wIS)$Bgijiw&uJqd40)yoSE2{0wX|lV4qw?OP2Gk}pOxUs3 z=|ORqEWqJ)AH{LL4)~Bm-k|7rRgYBbh+y@oBS3duo~Y6>o;wg7R#?3dc{|uT6FZbJ zJy@mp^eXlAoSQxqZ5D3cEw;OT#Bk9ewLrVp&gk1k(;TC@>(d|xc--~(-Xb*-xlWi4 z7|yz!i6hv(5X@SS-&M|m2+;k?(_SHX_)m~p167#y{soMnRmJ-jyjn)()jIZ8*#rdS zCh)(J<0!0Me626CW6fSifmBa%j)x@$uSSOJ;nc?At1<>6aYIA;-YICrVq4rGCk${fdJ>zIQj2S|kF&f5~n?E9d< z|5R96wM4tPs1?Xv4OFmC>Dh)^$|APoUqIM%Z5@imy(s{>%VDd|H%1caPsmQ{ZX02) zV~bVJ9dO)uce}7?c}NtHk7a9(_c}s?wNl}`3~)$ggOEW1Coe(xF?kWZKa#W-flHTj8fbL>&g+^N-%PiOiOJLIs zvyKD3Y-1}D5o1j9;*c|d9aX|t`9r}KQ)iF@Z(T#-O8~liG2J<`iLzPpwx|t?izQ@< zMcn2FZjd3)(H}z9o!YfJyVXz)T0%>`e<*`3vENY&R$V8 zyqIi+=O&pnzJb@2DPY8W=HXv{xNE{Us~YUVKizNW6v+fVJ9sacI~*XNSg37EEN9~j zNQJz$b@U0z9cC|b4|*JT?e$KF1CFvE>E>oyen;d)vApZig_mJ*9g}Owhy{(@v;Jf5 ziu8jg%3f>QtD!ohth7J6xDdV9%bL z3!g#gENudR8x&l4b<{=WfEWq+bdb&nYczOXwleaG_|q8w1e95Qpe79Epv8~vAZstu zqGveNUU~B;knqBc;DPQ|w^w*kRL9{ql-oHZ))D;!nryYR zxwGHJyyo(RgXpFWhO4EStCp>Yau@l(1rwT;6aIj70yuqbTB)id!9{x_#&Q>4MaW<( zM+tfNjar(q6xXrZOM8!na}(Z$6Nj*|w1^k`gQcb9{Z=4%26owz_-WWjDu03hgww%T zUe?h;!)WD*?lb=~goH+ZO)FFhg2jG9ajPfiC^O(X`(EYwYcB$Xmy9kAXS}GWt0T0f^%;=d z*(C+VFnJ;=`qPL{9SW67kCEIY{im>NeoFiV$Jz5l!D@S*HZn2!5b&6*b?l+y%nrjv zvhSQ?_9~)?p|e6dc>AV>I^8{_hK3Dg{m69`Qkl;MKzD17;c5H%Q}(>y+e02CnE?`W z))WW*?mOJmnK`Iqmz5Ti0=cOr4{5{lJh9`=Hu4R9FtPGb1;~AhCngjZf-9IUJTcL7 z2L9$pIsNyeHf52g7lQCfSl?q4FH8~7P5#AG&}}wwx9=}W&4BAD$f5&Raoi=ncD3$X zKGdM-Sm9}OVPb*2PL35w45V+p}c*B9Z!arxF8Zo-SI~_N&s;bUJRujjr^O?lhR#Ff0qo!i4 zrRr$Nvinw%+)Zzja_NK62TF*@TOS{!e6lvq)fN-3bHFIA)CkL6BXN4=%RsI8gm6oe z5RNwkJpZ#CuCvt+GeQ~6eS`;uJTO+d1Go;M|Fyz`S(bHzc`AK{MNnk>W-?F)Tb)p9 zfu_{=LGq&tr%WFjseNo7oP$*XqZF*3*F1h+v9!*O`Q9Q2H%R) zp#ADOM5a)?#np+xDQ>p-H^I1XX6Z^)FK3rKh-~sX9@&hOD`}k5IjxLd1n_azM>>gF zW%y9Xq^fjtT1d(ZK<^wVph{AxL3jFNF0q4+5ov-I2D1;XdSL1h zmK#ybaMJe_(Ib(Jas*f%`;y3Tb28>!|dGt&Z(gxu19_eTs7k zZ6ez=9}@G+C*CsOb@tyGkxo3q4UDHoxj-|7`{Mg9)Hd=CM0a_9^5Zib?_lroQVhAK z(Q-kTBEF*&7OK4=AU=UxLcTj;(2PgPU= zf(&Q>t&V+xS!bi4gjde_Os>j1H6lsk>wgHAQkIT_MV-)5K6O(_971WLE5O{O zf2x3xBDPC-5r0Gv_YE5p)@+#TI|Ce8cRTBY!@ZDUfN*?#F+tk!=`s3>Dk*TnvDlVO zPzz6kkICCE%#3l|7`?j46c#+Z%5-|$@-nT;Tb&Thp#)2S{y7AX6ETNu+s8$WFK{>T za-?0jf=Ce0c}q88z2d`l8n*yKBh#??UlfdhS{ZWT#Mu%TWeNlp0rbSzLYG#45MuPE;FQ-I+$ z85f<(S{Y+QfX3<98>r0D?)TgFT~k7jC#VG|H$??M7&gA;IHv?_b1zMd{FuIiO2ocP zM1-6kFv5^c7v4N;f+u_*!>JYU+|?OR05&C4$m@AsB=UIHp?NXvP!oI|A}9vRru&&B zQZS(ptCoJk>dGlm<49a$EO$eA%Jsl1JFA|8Gx{>yLF_Iioad+9ybJ~{in_$B0NystTs2w-1w40&LphOy zW}0?8o;upyd7TeX@4}W5N@&U9ljdPiBn#1AtHeN`b+U8#b++B_{frm~PytPzzX42i zihzqZ-Grr-qUwR%`85IzBV(By=IPQwK-=7{KKReDPe)vRFhz-g#O5lsl;%3 zjZW0NdwWM*x7P?-GmUQX5c#Rtc{fZ{?B|Y!e+ys#QqNmFR=_D@aps&siKd4qJe5vzLpnR~L!DQ}T-s zcfxtoF>hxG=3nFSof4hZC#CVGeN8$br(fKOaNa?~_ry8e_d+mC7m9#*pYC^5=KIQS z?=ZZn<~?9SKy=fHx1WRsHoOB0C-FdjKm%sh|rNwJ8<8h~0S@KQ1eq(*d7m+K7Y2$xZMVC-lv{=Ra$P%ys^$ng z-|FH{9c6c|YD`?ij*x`{s6$B<1c0Mho=`y#zA!!DLJNpJKqs~;os!|7~n{^bOpM$tB zRjBUD+VVX4qlp+Q{2_%tqO3?5CeaJXttwip?d!OrtAwBcsf%e$Xq7FTgp)-q9EQ~8 z>+wB|d(4JS_Pm38a{uIw-q`Fk`W6}4S_!rp$$>aXG zd?{SxWb8vi(Tm$KJlo{))ILDs{^{TFjc5UN|D2khOYVEW2FB=+G{AIhL^YK}b8M2Plb z9xVDX7W%PQcz2(;KJk>%pde=ip)c!1#3AMF>=nKTEoeF{ITFY{n7Nh1O}N5R!!>yB z>MOu^c9BxN(>p?<-h8yGxC+;BCR1oe<=Wqc?Jkn)hEJ zbY6*`%q=ILK~jEC1C%F@4mXEAdPzJE-*iNlSK3wj1+{rtSeFz$ks$!`>!>ct`{(+OSnDotGe_gUMqS1A_a7RK)Y32oEu` z_Tiv}5HvrNfgh`~jz$eRE_66XauYA{3YUI>vQEg;PmIAFfHAN#3Q1EECh-u~cnlrK z8F<)AS$PvCzk-&J89LD(4yiqH@zw8caH1UyhQDT+#dP$Kce-!vgZRWiyfA62K*wYF zn7i)*iKv@5JK22a9kR5dd;vBk@NJ9&Vk(_Y2``Tha&G`lDTSE~jvJ$BnD~0(lGp|~ zLmhVBAYikw9usz!Qd8@~53mByU3%?}nQSH}f-z?0-%@6Y=x!v|c*~>pdERnZUkdo{ ztn`d0cvAZV7cRNj%(AOtmPm6k6pCQ(^F@e4-=8MQR=~34Jj8g^M`2cA$b`0$uj1h+ zOuzI*2$m1jeJxfcJ!27~Q-NqmO&8Oxv8Du|Fz)=a!d;$z2Y)#~&3Yb)V7!6h-8cJq zIlpx}3|BCBn{N>4@IC`egpwU*3y^-SInJ6w`884X8Z~L~aEjy}J-VpO7#tlSB)#y6 zx5m|UH7^31!|NS-yow|4F6H#{M5v3e)!vW!LcV|e@pSm2U{vy&VGT`)!Ch zmc75IA%3i&b>S7U+|}2ejcHu^?`>e<=FD^DJ-yn&T?Hf+H@fgT>=q33`O!;1xYK;| zAd3~qq>lJ&tbvZW*lF&;fp;Bv7EzT~uO{P#kT@0P3s4IHl%d?zYrwA)d_n($=zDmW zt7}!);5*S$wwJJIupr9>V!D&`I02XP!3d3qT8F4_E_4f6#>5Pis+ii8l42o$nt4)D zIYe50c#dvXQ9`Zd-a*_@vW03#sc^@Pat$jJB#P8lF88ZteHT(_@Q{C3Y~ysbJ^@Phf0BsB_SIaR0-#SOpM z`@RbgQIF{eNoDu6@(t|Z8PVqQW@3651<-vi&GL*qIJFr8lKZc|Q<#y3&U=`KGq8{- z!iJ19nCCvf1Cn}T!a8`*xZl#eP;@}6=-iVA94l%T&-*7RX6HNi1W&4_vAF0mgi2V4 zSG#;)6DCkj5US7_<>B21{V8sQisZiG{ye-3@s)c=3Y6ifX1_ka2x-T#jAaPD?DyN4Oxq8(B!Du-p!A!})FDa#E84lKu=OSoAoEW3xN zCSE{t_k8~#UMm#Hf#;RD)Z_~;R53xYE+0x?wg)?S;6m;X#GY30>`{|htduGsx&MRv z^yn_63Q?__R6dk0fZ&6rgP@p~JfHM*&qto+kNCk%o*aarZVaB+}EhcooJkMAT69Q_XKqk?;nPmOy(a{rCF_n5ec8;HRsCX@>RslS24 z2HM$1hg{k`-P>)Hj_6aJAa>p!XY?SAv|CkQPmPz4!Aq|{9z)|Uceq6JF?zC>k$)Lk zWZ@H`34afv%Vy^mR+p>#^KAqDQ8~Adzx}6s;(7Nib^w-sWR>V0_;-1jx{S}>)Fq^L z@4{o^@5wo(a#`x0JUFeM0m)tAo;`VhStb8HzeKFkr%z68et_g2c&eD6=`6?(iMIGk zGAOZr??m^Z2NU(y=deTH^Rn8KS+<*FBL1(>czeR2D{9bXs4fh!y;bd+2 znQ%S7jXOP`-XMxwsASuzZHrH^EqYt#$rC93U6jo51-V(%|G1cu7pJldrzXiyAjvXw zkYr96**e&1BRY$Z?i`ilFP0(5*tEk2U9rBtZDQnA&K!_rfByC!q+PldkTmG*vOcsI zaLo=$IhH$@f5zahYY$s=HbOSL?f|xaA*pa8Y)zY246p#G2bHVZq%|1q`Uk-q1$RWk z`J;_1PDKU|MJxUD;-_rpJqbOZ*9IWj2bB6PSrXx+Wrx@#9vGZD(MbS5J@h@|LjAezE#IrZoi2S!mD9t*FS z!)FXDKTY%3cu|2vkRe#_G+ngbV>CQsCX#{;qPeuf(})$)Iyk;xU}rr?jE3v00Mje5 z91la?A=fj$A(b;3e)V(r0DGJnWx_wH%_>%h0J%@(1E_?xaPM(-h-Mwh3@=2Kb`0ju z&S>aof!+ZJqTIKZXH$9s%wO6*Kcc$2Yyt--D8J7QZngV&zd=?dTp+RSY`9xb*WLZb zI=c#h?mRB86dfZED}{cC)8fNN_K;U+;CS&-K~%upFA@HXgUU{4fLgp;6h=hZH*f^t z9xTbpl}S;UY)qaW*Hs41h4pt(k;w`tSbZ*W|p|?fhB-`ph0n43f7o zrgQa{b`^&d&7DDdPkM7h^lqxO-iLZ@Z{Zk)C`NkBU^m-Dh>ZeZsolL>6ow+Ey8!12 zhU+QBOM&TEc;su2w~Df$8Lzw+zGh*fvSz(^HfobK$!|{^$Vg#%L8hS2~!1FBBy23f=e9 zzR1hA5Kg`@{GM5XlD#QnLu-0!IQ~O5KyT%4FnVBD(iDDBbcskCb&IoJVTN=?mD_1{MKO)S{8SmtGsUW-T4g5Qc`3xOIVzyK>we{I-H{%}3iLM$7WYSf zSEQs6Zkcafh>@+zq zt_=#$8Op@4?LKf;> zv{%UqL*-!$x3s%N#{1V>oBo(&2Ap`6qzFR>TmVHaZtukxgNyd7a0OrPM5|4eR!mnC zFH=9LD+294=3*|?4;WGImyMy}-Dj>$s#^Vg8RbA^JA=hDH`#5pe6f}tI zvQQbqAGq@1zqkIE6L&&ELnpu$rh-nGGs*Vm{-J#u(fmx}vE0Z0zo29`>tLhDhGg^2 zI>41p{@_q!r2uD}zh{o=)^w;o{J+rxV5vFVOO7qQyp^&ri+59Yfa_HY=%z~sj)?=OHJ+=>4E4}w_ zexfbGqANm4qAd7ueM7ei;&ykRUPi;MiJM%*g~VH6Z9inkGm!4{Ii`TT1O7=}xSsSR zi?a`lkW$l_t~8&0MRRBL6X=<3ZnypOF?`kZI=zLJfaivWbn|Vl0vPEDcRFo^N_?Hs zUjs)xS@bOOJl<`2=b!0KP0wS+f)_CNiF_!sUBb={wdQPBG&UI*Z&2;DHb2+Jh~8U?*P)?srLGKGSsG$uc-nlc2ypIf_=w>ehb2Ay z)@V38;O1@@i-~G{h6Z{tVFqo<*1LkKveSFWnEmhg9}xJ`5P<8xPj%ULxjr0+>Qs71 z*BbjVIIZU}67IJ?+o$?Vpt!zxGIOAr_UOw$RZZ`shc*W6 zWXu4Vd*SthoF%*ur^$h8(DQs{Ly&GhdrV7D?TNxt7Ad$FB z@c*vvZKGSz3R{Gx?jdeLIgA^hzN6^zP75j8@Sm-WYyD(or|^k~t{Osk!;m?(5m_hX zBZ9L28&>A_np*J%PakqgzWJ*Mv0uPLjW7PoF3mlO+pBRzQiMc zj4FalrU=G9a^;d65ILJDzI7M11Grin0zo)ZzRYeL z6nMhUXt?~N#}pT+YkGiS*L_mioqeP@$16`C4Tn{O6GMgWe)QzSLpG{!$Z5F%4BHxM zx+jR4e}>x%scr*C?GGsEnmb{4_ln!M6YTDSmb!N{x0G_GLMn-2SGUb?DXX!IHxIv$ z?Z&7{(O`%Ld8M({m>^KcA~Dutj8!p<&8@`>;M9Z;>y+Mn#+*BqPARatQZ-IbKY{_C z9+ACilu&bjV*ymvtvT8Bt&^zv$p%2~-|;_C8fLxf*kh(PU$2U0IBCpY`90oHBK=+f!#$&VfAf!bEjAd)?Hi{O7T6p*;EEQlB;s-g)2sWn(eafG+i~m35jW@)h(t&DlY@HzWUZzzY+X(5u|NFoFmw%)GbHAW} zV$8-zkM9uIfK+IP$IWjBay$gU2W(I^*C04R9MJm+L$tYXE5M;-iXs;Wn#cXd3bOe? zbG$-KvGG%uZq}OnDH+Or#Q!Nu?ja6quyqYPn@g^uxik8y#LN&ceoD*?c!gMWqgH(+ zw;5z}O($UP6ZwE4n(fVhod?y$18u&&6;a)<<4`?>$8iz@ib-2FufL2}8d)?csFQ+% z3^SU0rDH^-?~U-m7PE5kH?B8e2sdB30S?Iv6&WPW8luc;hFtSC#8B=d{!ejanz6`` zYCf_6=gx+YAZbh%$rRe!mFH}RbaRuX1nYh)nMbpO4Rg(jkE9;h;>Yk!Nujp$Fl>56|LswuDO$e(mkOPT7k&uIfr6OIp`EIY};1kP`)Y@xFvAFa7CHZ?TZy49Ka4fmHXeky~pB`@V%+ z%R6npg*2&Bvxo5&J} zwaN=s!kWN~Av5s!n?`Q4>cJD3?-M@3qe(1B7|kYi1uxg4v?1Fqf23d?T3l3*zd1#n zMquty{h^L3=1?RR!01wThl2xp?8K&&0_1!^7kBvzsLwytJSU=^RLpochxIM6@$ ziacly_Pb`!OXT!a-HxDJ?;iIHi`~pFe0}-)(Jn z`iBq(C=NrhUNlUZVgXXA=F!-X5cJM_S}EmGy`xQ>=M1q4_br~gPUa~=)6N-PRFmS# zL+BpS*8Sj-RR{H~v@(5x@*6imze9rI4hnI+qut}ronvIw-O95TEmFd#s@^=YTJR*j z0hGLGe}c=V73M@g^F@;)CBP2=vQ5g{Bl$n_h-lBDCy(LF4w-z6fYh`0s<~BwMYRs7 zhX>TxJa16Q(wxoixn4-rGR_ z^}wo9FHTRGXlIdLK$xEU3^TZZk!vBjC1TZG=*7ctY(9$<@PeS==ITH^yro?vb@$ZR z{t!^^OJX}d!LUJI*FKy)SVUx9X_4J|e>qk;?7McuI?1pB<-YQL!FEN-qp*tGoE!tG zA2qr|4dl-n;IgCJdDb z@d>{)BTlIgr?+hGVcB?DzDK#M*y?3dP^;r0P!^Y{{;t1Lcuq}`JiG@*B9jC~;vdar zda{O{ffSN-zYE_C2|1>T%Rf|h>hu=aJxv1h@E+NN{Dv-cigVETRaUEC_fK!70m}WB zh37t2nh_pjw6X%q-CNiwIheL0>qNb0d=*<{42YaPKd!!9TzEA-KfgGG*$QQjLcJxL zu-xbMh)blDlWx>=gp_*|Vo^|XB>xPO`LV&1Bs)Idi0eH`s3u5Q?zhiY$<4}<RpkR2V8LSU9hLIhc&nUersa)Zq?haC8EF+y9yC$8)!hM#?L9Gqkziwr>4~{oExoW`z_Ciuf4tk;H!uEE#T2PgmE97Q9QO}@Ygi}y3E2s^J(;9i{S-HHH z5<6I8>+5?630_~X?9b^fuSc}J#LdVRL19AWh7CFcgRT~%$r0Vn*Wn+OsrY>duh^(#6>QGJMhB- zMmhdLRNURyJI55xjVd6A*&NDC(wPeHA+%%UX2TbG$NrNBbCw2!oS@d~zxQF?k(4+KjrbyKh9J5vI2jPE$4q^DV~37O7o)1WmKZk3s&8yJN`xh+^9zEo&7 zO$m(Ke)*gwid)48%ZV~332F@EuKC;JXY=#yV_o9s@mMjK_HiPXmj;b(y2Nc4S697L z8e5Lz&imS;e6ji(~)wGDIF_^nX8X`y6I^;CQ3rf70mV*~_k9v!m8 z#6vD$Vm2GH$8nz$hhKF!`@KPL`;Zc@Q*4E=WlyZWF5_N@qM{zIW9X&a28mrKF?>M` zFS*^MazSZ;{zsIZ+VDCNcRNb;0m+LLr@Ss~sGviS^WR!qDPa_X~7`rmUpCNXOu7K478RT>D^0Z-5Rl5#@f3Q)x8ty+tYCZPyYDD|8Kwq*n&U{o%F$ zH?E1pAHWO z-`%;h)!Q7v8A2H>NEzL^e5Mx%UveoMGBb6DNsH@k*gv6tTB%V$1s@MBD`fZHwDTFy8?xnokW-NNDrZ# zcuEwHchLR`XBk2fsV#vr`DOk|O#Uj7KiH&N->}mwYZoTYUQrhSa@&LCJt*V4>r#uG zY8#+V6ghj>2IA2C__*8IwYyY8m*tvsz;P7ogTuW;vEDq8KZ@{YdlWgx-;q^q)O13& za$>nH9@AnhH}xY8ATrl^AD;ZV)9>y5UF&dKjhG1MNtLQELb|V3jy5=Kgl=H|a@0A} zI-Dq+(9Zsf9=!SsI@YGx8`4{!`=sI&^Mmv4R*Q4*aOnSb@qm_iPp9+m!TiLhf!#IS z*)hd=ys`FmgP0=vG$~D`o0d@t6F$+40Oih#;PI492_>(rN>#=a(Vz)h5tutK7Ln8) z|3c_dMxpNZF>j7L9UMCmfQd6_@xjI7XpQOt4aXDU?iN2EXUZHm8%6MvG+YK8-SDb7 zkTjU3QDZw1h|r}H-l(bP2331#VqHelLCr03#d4E>?H)YGpJT;G3xFvG7ZBFKURUq` z<2@&l-Y-eN8rfZ4R#z0>mFE;O4VTa-@0(IZY}Y{IVlV25M+mGa0@{^8Gw**fWCKbV z%A;sTh%8}BC!Pjc^C*PXt2CY(OuWJ3iJt>{O!14K;SHyst<$p?IQjMtAR6oR8j3uA z#RqJEsj(IXP*^Vi;#9u0pa{N2@c0MAyIatK;ajq?LG%c*$#T#5X|ad#-($h7qnVR^ zi-Fx|Gtv>-Lddiy{$%PkY6~n27Vd)Q| z3N6abL$)F`bs&%NcS}oU8VT(^l7`|bm2*$$pRK%{UY>nshLPAZlOzI|;{W^1i~)W! zeEp?>fue|KXJ#rooX{<4T)|TGPb%g#al}kw`I;f0xk6Vb{cmDac)*ZRWZv$>U3Ln*PrjUJT(DxJxh#aByn^RtN0T3=jRwac#Q zm*CDf!t=QoYs<6i74neCd6yhk5mTvMFH+N?$D2b!1%C)pg;v^^BHF4OVzP-B ztu@Iis#2WFDb7DDE4Rc6xgJ3UReCo{^ppqjI2Rh~r7)*LRMZKn2VT1!v3v6 zqBOfL>Ga3x6)`$_;loK~m&jKrNq!G!l$r zjx8-OK8My{U!7k0vjJ}?jRsGte6qB*Joo%ZgWr%Rf~3fod{puD%8v^(bBoVrpRU=> zc=TSfw?)Tye;5&Ku>w=+UG#r@x;#7m=cPr|%r#>gE&W5OMTkmk%+s2ICA?_oX0#PN zl#ZY&jmtt~advrTb_S8z)AO@tNTc_Q;iL?xQoP_PmZxg8O+1v62U7~;O5yugkO(uH z!~;Z8PYD_xPN`fMDvJxNub1amXP^GKIy+OOmpF2cq*nq~$`e9)?bXuq>~pKZMz7l8 z15`Yv^QomnYT`fWe-@@+S*|7=a3e=4L}lNd~;C$so+dgbNHY~gr#f>{iBO6Ry|_`)iX}j)B%sIv}M2ZFN6%e6YO__rZlGf`24pktJ4J;8hy?kx+r2ur6#*8j_zcbEKe`I zn6>Kq1iPyRRf;093yW(jv&$>kmJA~@b8_z0++QuF6KJr2r*uSvElsb! zG^06z24gJ67nxX^U4Fi@wzRakY_-@4WFm%CYBEDh^V6$1H$0oOyUYn@C_+?PVxx#n zKKF{ohRL#1bpjiu46Kwz@|S*`nVxw$OLoefJxQNH@-3)R6lq+Uem+~0loLo}z*9Q1 z-$8dQudXc_fjq%}r*KL|WD=f&nb``3cmkP>A(fhF-qpXBIG1oSR^LpRBa{Ft84>-p zg{N!JpU)P3;wKRO2vKQ?IFK47N57e;6Np2=Q#zuY5EN?P*quN*F_z+sxP6adEEa}w z0&!C~rE=46i?64b7oN?sxmsy>jCPU^-5#r;mAcFo{RB3a-62mfR{>Ayz_?j|x;8hz zI=8Tnqv0Cd9u@BAhOWw?*h>8zeo;Yg^s!g&8H+v&1yg*iF8NB`XtC35^zkK4MlqEd z=4^dtvD$$@dL<8~6(K66Nu{KI$aq+z6=9N;LMkmdC)O)H%A?oXP&!4YGBn1z(v62Q z+Q=P7LeX>-*gTYiPFqZ9^wv9qkb){bZ1(Fg<%ch+(MPjk6icu|Q*MlX#d*Flo_acq zi@Mo$b_K4#o+}uOH8!#>eJJBmTV+5U@CEr(iAuu5uG{4hDh#Fg=bp|jOfUb4dpNUi zCBplLq6Z+w9uw@9`MDXpEhe_C5%3;MDU2(HwWljH*1Sz9yHO-On9{gRdi)tQ(89{< z`k!ZiTz@rfd6iHMLn&22D!ucb-hA;2HsQrilVK!9Kj+blV`wtpJO% zV<^S{Xl8NA-eopfe}tik6NI?_e0g?u{rl-Me;RA0<5KApBIwt?(hFr}emDBYqp z9|J=vzK&t#RID!u5u-GoEbQGrtY z@!5rEa!kO9!3b)DS+-zG;|zUWL{CHy4b##Jqqt}33)~9XaMDEFN(z{96q(|ZfIAD; zEZZ202CLU#1q$E?c1WnW`86vy4Ja5arEnJCuH(|fPHF@01RO;^_hNQ+eYynQz>3a+ zEcOC;W@ND`HUla4IFoygo|mrA8_2o^QyORK>k?}ka6RBC@)`OD0SAUJ4OWrDDDGwY z;>WpJoFJbsFTN^wzQO6S3R3BfznuOa`|k3KwO6x+kf8>%V8N8e1%JK612X(-pfzKt zBK~RYTY_))t&itQ_F99Jk_XW~fArrFUSgQhz*1ujMI5Jptv{Wf`7^xBRtYzlNeiYl zZkey)Y+J|qW_Edbtq}f~xP>34^%KZSeT;tt1y~wj11)W^l)@B$J9JnLJauJ2rFHht zuh&V;tWDiOHw7F;zCa$F_35Rh;%3}ny~R)#-*2Qwgqz|El;U5RUz{d02p44j(7(J~ zFoqIW2E*j55>qLj^M5U#J{s(EIgnys4bdJsG>@tsrzFJ3o-a5G!tfALn z*RF!pu}tQFWZ#RKj0PT;BAn8>?*BlB2%mgl!jS$OOvbb3C&hO;db!}Nzte1J2s-{p07Wjo-YI%HL%FbfJ*CP{HKM*1v|S9EVUAzQo3UQvWk;b zfm#C#w-Qq+nz5}e7rb0292?^)r8Crz)q?ys&`k=XxZ_J}D=$gVaOQk&gT5QAZVRR~ z&hgg^YbW0qav;SXU!I;@;ae1VTdewP(0>c2G|nu~@*m8u(}4F1qqv_e&#u5hWMC8T z`G*-_f}*Hn%d@L%%L_hK!eBQzuNW+)a8bT}F}nc9tQJm@4Wzz=r<8Oor{X~tDjrKI zd{pwSH}Du4zxoscCUBcNy|A!|=LWc5w^G?ax0V65_v8Lga_MR&yMgpuumX+e2rQbP zx7VPJX(*V|IPXcnE(UQm*zF=DML&b@PQ$KK7{#St>s?bEZ`Z8Xij<>cWmR0>HbKvk z6#c>qe^)+tHn2%!D8)bTzbrWh8u#9K2F5&k#c{HMjx$(={+AA9jr(s-WWxPZiKFt} zFT_#Fm*p$r#{4PV2!FKlx)6ZZL~jy?a(rx!Lm=lC5UXzeU=8|gu$01t|8@Z{?pEi% zxBG5`Q$_(zshpGV7wsS#oCC7H+n~hW;DMYe!}D* za~c9<;hv_JlvNBV?g7Uod^i>3M;k|P1_tss!y)Onf;jc8gTl$kRK^L2pAraCluc|> zGRHgZ4V2_Wg=K@=8jfpQ359FZf}+{uvibJ0&*ptm8tfuXvQOIf7RRUydAH|BZnEjds-X4o=q+M$5F(n zg;1M(iq9QXONeq6j|nbUi8tK(Y9unZ3D~~QJdze4_BPQ;@Mlu6j}JTTe!qQe;L&ba zPUJ!}p>XLba8QgGK=A-B139Wva>^}MvW|toF#1~6fQmk3fJh02nfIOs^f;lNPgw*gvh0+ zqIg6`I8>@ZKaxY#B0%FawnvmjidiHh==`+VIpD%$A2x!#ostQa08kBZpOP-|z9}Q1 z+`@*y$Pt7D#{YC<#cai*Shjb2ZEMtwR4m*?dVK9UwI?ZEqH=*TbCdv;i8kFHO@NvR zf$`^DW;&WrkxNxu2707iYAZp%s3qg#j>|UuW>d?~###dn)7x-pCM15l;`J=?XyzFC z>^HL)?fwQ5)T00pYPqmnMb^=qjy1wYT1RLgq^3gU>v%X~vG`QUhFc>o7T-qE=eVL8 zjpLP+Kfwkqvy8eZh3#VGEOQgV{@f=wzvD}kE^AS+>{WaJsLi&KtN|(%WyUaa4NwcA z^2a%R?!w0ZnJw(EQDPItzrw$;;xb z=ILQUsn_5snh3QqWMuDSqJn@a3yZnoN3#$u1axW+pWCR9W2`h;k|@T;e=`#_a!G0{ zp>Q!!h}OJxeHYe?0Uz0QYN7m?$LDxqC}^)x%z88^S_tSQrM-V+%^R^nDAP)LPGbEKimM1lu&9Ru#>Ae@-N`u z0!&+tba|gGbAvpRExwIni)~+Vh{Ysql+Va$m)<=?Gof&K5!FwgmXFFZ0zcIsHUi&9 zN3h7kQnkSFJM4cSxWJ^5pnopt*g1Du^m*UWio-M$qB*GyE0(@JkdM@y+DfQh6-$F_ zSSqmUpZ%NoB|!zNZwBbRmFPRN`G z8AZyuHR$~Ph-!wKL5$>){ARM-2YRY0TRR zjT`U@jRg7@YV#3>@`zm^?9F1$ChUUq z0(Mm4-8yj8nOLWijUUJtaX^x&5~Oum|tvoGJR&15)0&V2P1 z5uVKZU!GyW3{!Z8WXBr6+l%14iawnHEsRMn18o)0HtHe%V!s3XU2!%`DoreoC zE`X{-IK#g@>YC2~e)vL>p9|=%7k!l5g%fg(s)myHqEE#V75p6iy1Wh(##m?|1isMT z_SwEZM5*`b!CS~XN=Od8lN{5`^PuId?a6$^JcLF<@9w|;@jt2Le0QLH;XhZ;tXm?3E*v~SLLH~MrZz`8~?y3&{=)}XTc8+fqy zis}>y!!%o=nb4ZVAzP7@0*|6!db@z>0AIh2Jd)W=CLKO!Q6k4Eg zEp1V8nGmI{m$E>`|$|`Jh4W~cWX)+U?Y*edi zFlD~PRHaq-saNjvb!bw1lVD9@Nr|{0+$t#PuB_{fi5Uw9POM7FvNzZap|&$0EVs$0 zDz)=g>PQchL~V72lz_Z)UQHJCL_Jy<4V-0Ic?!m!o-=If$(Bf^YNu1Es4gvyH~9tz zM@PtLYBy7-5mwl)&d=nvlhsQk;%SM~9vV2~m0j9s>tMA_wy8>HI%^Spl?5^w%9eCI zPoo=qp02D>HpJ8;vt^;2o;=i<H^t#EkL*)2o+J zi&OxOF=UiXG{jF4>q$*}mB<_a{ZUJEi+klZPfcjC4V{4x@I~VH7vK zJ|lZvMWdXW-l*Y5$QZtnN;5SrT~}PD=gw8)>D3CfE&(6mdCY%erQoE9u#xJL1M@YbL70N7Yr2cCy^S03MYwT1FzD`e474QWIs3 zSSe9FC05%gs`_Y&PNLFh3ae`AFeQRi+I%OQQbEC@dK}0F1&$33EUA-{#*z)gw3I#5 zRKh9oWsAdC#;a6`T5<;~j1FN+m4)S1F$)?f@3@@NKd_)cr=zsX;ytfIIq_8fn+myf!kQ+Nre(&J-MQ=mbsuj-Jot2mM?M@dDJarjHV6ww^B7v%1BKDmSrRw zAT@Euv}x+2{9|&8ASR`^U0|$)HhcGTj*!vZSFNmNo}Jh@$WLdM%0`RQ*D(;y6ql7R zjSpK5ELakPMsFXr;m&&0cH%4?CkDw&;Re-KBAk=U7LRIc<&4Vd_OmKz!lz}~FCm1| zZYwKAyS$=awuY;9_}b7|Ty<@I5w9EPcd;js2v2UHCk;zOLXnMGLsfvYvT5p~Mdiii zv|#mJZK`@vO6J(>; ztLiGMt7{y+O~`DJfYIJ&Dk-LBlB6i?5w|mpxO6l&FqvO@3W3Tn`ZH@Dt((x%*pxil z1dPJgf#Z=Zc8wdT2V6&41M~Up(neD&J;ti0-!uNpii+%2wE-V>14$T->x9FbQ&$ts zq(&wi1VX#RKod$eNWf_BFxR9Qjm}6EZcVl9nYiAtCKRrgHVW6AOImDM%2VtfFB)08 z=wl(#HK)g2f3_E}@fKG-2A2L=g^k*l;`24< zaS}zDsjm|Mc&_zSOB*$<=Bcz)W)gbD_mD1h{XI>1WLnzl$yaG9J&CSG#!4x4nL4;t zvI$*Fn1a#QHa|#HSCh{1!e-ELim-vTbT(O|s7JmTnM^FKEC9FG)tCEaCxAZh5S2LC9N*-V9;OQYR| zqkVlzd3+p_1R5RfwU|*gpiqBQx+LDQyhhgSGM~*9E=#FDrQ}#dA$r3HDH3%BY8Z3t zjZcY2WQ_%#Ch}cMr7SC8QT0lhh}jmFVIin5P%X4{D3c-R(G!dAgM|it_Adl`#nkmjIHw zR8hKaSvp;n;*VyVX=48588c$ptd)3Ir#QW`iImaazo?u~O1C~SsJ~#}y0D^DcB1Rb zDp49{TS6MdKk8OmpKKdBqqsLg7Nn!=6CY&y8x7$NtIQs*@5ZOf>@mvd8BnyxD5WAA zBU!XZdCe#mLUuXk zdE{9{jOIb|Po-2AoJ8MkC5o2GVbE~XHxlk0EUrbU&TX3>OFJcG)NZIgD8vAl(t#&kF7s zlt*hci}^fht+EJ`Je#FEdmlF7MHvu`dXfYZPS+v1Yi!grVx}DW+dV|1PJ0xTP8C@& zX!6V%gK1fT-w2nPqtnB0gp5(xSGn9+#jBdEBY9E`OR3_}OBIX){958{q7!M4?omq_ zjYIS&Ros(F&OJ%npz7G-)>CzLjZxhP)zvjdb!Ck>!>j|Azfi8hLSBxMn_y`-yB-Vq zh^SHAFY=YqE}jypEg998bexoE?`CIRk>3xCdmue7I*ExJE5^sZR+a>}C@}A^o=Mf( zWZcv?s(Ky_R+30{rZyH}?9-JSIb+N)n~p6H8Kc$CU@%UrAEZQ+_@tEyfhU|%MxI^# zbi9WrJd`wM3=O|ghHw-gH(j)D=!arfmyrrmRa~FRNbJ13hV`l-fv7P!I@y*= z7fY08%=<5~p<10gIq}M~l{Ct_vZ)fLm#PUjR)UpS_~&8T3F5W_kCj+51*3j=@-M3B zXBNugd5P056@w(!t3rZ$S>LEfAI$MZc2T)@=DL#!k2!u+*4QGQQJ9{siK3vM5O^8p z@t0$cIC|+F0x!0R$!1AB{@25c9S9l&IuXyOrfHLdBt=oAs>^t@yiTg1)9Ly>b|Yz2 zjS=1E8eC?&yyWzb_+_<=^AMX@|S9T>cNB%hl4sH)M+<(SL|G&mJb%|82V9VXPIU*PbGAnA_2JbVmLdfVIQp^XX*+#>#)mU7X zmWib7?#k}I>_y3HPj5QE*U9RWgx#nZ$>@SFoRinOZgQVlTkTS# zpnq}gQeAWMx0BlaDg)-HGZG9b^JL|RA?Ip0s!aONVyRu8yBJ4+XlF8M!Pd^%wHKj6K8#PR&r%ZEu7q!rqT4xN)YD-OFRoad4^|wXI z8e2viThw>vIq82(_a?Po`WSs$Ko^$EOss4q%vs8niN4e8df5}o8hd(7uID>D(~Qis z-QJZ|m7Q}(C)ggnYedv2?G^b-mBAE_Cr37(gQ1KcCYy!FP!Q8+~YsdT9) z#`3F{u2XfI5+^OX3t6nxN+dMZCs+)Z;7D`ojYprYgp6X@_QMrtJ2Kf{Fo9m8B^a4x z;Z$B33y~E0#zrP1W;AVPKI$5xQWo)TCtpzFIp6z+xg@~ix~}rO7utd6sM;vWGbT%DYA}H z=e=a2Qz3I{9$45m%H1iwPunmrEI;WeQK?5DIRQp2OQoEf)eb3BsztJnvTN#K&=DbX z1TA(so=3+Tl{NY9mtVc8ZdqYQ7V&BYV;hXv6smFBOtp-Pv5*I!($-=|>rlBLkyKP^ z&*vZN@ydWJTRgUtPcJXzn7S(QpkolPR=GRCd2|d)$f{N!lwyg()gNe~vu4bi8cqQs z%ei1TQm4ZB8$XThu^Z_K8&ifjUrvyj7k*!HmGKaQaXuy5R2lTK6IvrC6|=Bz^r*Z_ z+2SLnFWO^x+>Mz%6=T{q`mZMGVY9S~n2B-`q54_M{47san_53031nuf7^!)$+>pzr#iRMk_KRU+DH$-(ZdmJ>&W^j_i>jh3ay?yM_q zZ0YWPJ0YcZo{Y~mXwT+HnT$Au9JLN zoOIMst=N3oNPk8L5jc^IVEp1i4<}M6X>vb4{6?ODM1!dMslHUrRMk|u0YTcT%t11; z?2+B6LJ9H4pjf3fezj`a8>PRSAhQ8|udTMql$UxqaRaIo5lH?9C|P4b zFJplEP7F~0k5I{W-%4q8vyLy-y(Pwj7f!k|nJU+h96$GgzQjM z7MT@F*y8Ni++()`ieReh~v~LkGdR{HTs4`zf;+sQeRo4 z&Ul%*y*%gQG&|9>>7bw&6-)T3qu-;Tl~ACV6qH6bDAb=+pHeOp?h3OJl#*TH*lG|T zeQ~8*qb144R>DRsP_9!^>Xk2%iS?B7jC5oid7sRrFjHP@s#nmSNrl+S!aDa!d$i|> zs4+s{D>}_27j3uvw!BIfb4~$!wA(a;7RN|kd( zk5VcJLx}rR)vmpr4U;5`|0MgNt|}>D8AGByrjITy zW^@f%q(7>RD=!XNsFGkO@qyRL7%m6g(IRtgDt6FkN<5Uh_R)R7K4otOjRAdvl#~hc z%(RLCeH+dYbRaIs^EUK%CyC6J#99k;KnMy-9 zp80b*ET|%GWx7uI1jQNV%xrYTd{;g>3nZ;tyQL93;2Sx+6+Xpae>V#L8E9ZwW+`ts$4mGATE8`sln4?jZ$qV+`QtJ26{;DF^dL%wXvoRhb;hd9u~R;LOPG$ zr_e>ls9CR6{;l*xr?=`$HR3uot*o%NEMCZxPGj}kh#8G}=A%|Bu_xkCw-C-EXiwjcQWfS=TkyPcOUgZX_j?-O-h}XaHC{{f-S2obUQDPf=cQ|q&FgJ43Zin2AN)+&Mu#uV&%;`m_Y^HUj56c zi?%c>x})Fgk<{6i)&+T8_2$c*MRt_rtthH~M=~nEHglNhv-iqqAZjwI-o<263)NLumr#j)6F567-6ZH!QB!Z1x`2RBTV)8_SC5>$(rPLb%Gt0D6Tme%#pbV8l$a zea%NzI5Xrm++(s$?}J%id1Yx?iR%;hnDuEXqj9kQq!dn(ciIr+BD?!C?6Sj87bUwl zVwLP0Np}!TyrtWa$yt0j^qAoXf=2(4;0t8} zAK*MqkC@413dW?7$-jtgC#LjTnPJTA`pIx@REuT7Inz*DHtDMCGaSl~_GcdFOtU0m zY@3qhPs%vGD=SB~j86H73eOtKysZkO>D~*2<^Fnh$&n?&L=?2gOBq*^j4^wQmHb(k zt3A@r^v-TNsgBWR#+?WyPnmm6gp`o6rYE(`_}B8Sn{lST5zlSYa`aSuQqJR(G#YKw zTFhvZHH1n<)$bYR-xcg%8`nK5gSos~-pS=Gj!uucyp=Ob`{)i(E_o4$gmMq)38tCn zqB59RifE?EURxz(l(iLQ!5vj39jt(3*ARHDfXl5bcu2YS1ItlM>5J6LoY^C1<*3c- zhYGPIonpy=--mfHeKFi z+b#oZQ}W6)Q7c6s?8d1!nhtKk;64QTJ7xvr_+oM5Iu?11XU+ID?34I zUE!$qXtq|)=^!M&vWch%36}iI zC&F)3W`k)5Z~BbQo;;=Z7us{>a$ECLmGC=+thbj;CTnS&7+65O+3 zlL`)lN2eAZ_bkNajWGk_-#g|6%A!rXVvkC9&gIdxkue(c__xx+c8`qo>Tb9&GHB+G zvnIOEiJ%$~+ErBTzT{C-ZLAs?F{6L9`KU~YoOw52i$g|^^U8UNayEFS`Kw*0XlKI@ zm-&Tr(c;5boRRBb5RsyHx1&628Zsuw z>+x?>z_PHBPwsJ7bOn8Dr37x|6rmjm8m)taFO2FM^;~i1s?cT?yb(lE2Q#KhH;CF} z##CuH>(^19>&mo5#HOO-Mp%xrM0M(pPdSQ=$x%PKPfPo7^gFBa2vXWC%9(~E&tn%Va zb*)6>%GA(=e5gm@j?tC1ON%q^D#FVKq(U3`q->B&*B8}Sq|Dn^&Biref?4^g?c{|B zDY@51y=+wqJqQWY8{0wW;#574kg%Azu_`b2wKC82V0o+{C7j+IX)Lc*S3eA}OWl~{ zFzMGa>5>BdPBzE7DIQfr?b-*Ka}zVR&TCMkvRqEci4EdO;B9qk_EDlX=j|-4kcVB1 z7lmlXAx42ftL2SG_f_$jPTXAZjY$eRojg|)R|`XW`g9(IZda|P&rRql9AXOcP8cWw2hd__h9o;WgB;d ztj|eRZBs`*BWgGbwh?$619wcx$t9=YJ+=`dqQ-`Ck*|~;+B3_FbxwZ1x=}#pctmBG z%d67Cc74$7usJ?RdlZHdGlmQ`AC(bvR3L76iHX`l)^By=XR17cF0Q8O*GP$oQQK4g zsZ>V%nD#~~o_J8|98Tf@bo`Zr9;F@;HClNUdSPmABuP;ftW5L?YvG<-=VJK=0*iah~I=|FvNDa!yG;{FIoXrS^M~T0UIr%+?MC`89hszF1&d@P+Brhb-X)?HIAe`)f}UrQMi*3+N#1DP{-bhgPu zSn;ZB%UwT+PsKyXXd7C?2c?Y8q_SF$*fD}huReE9{*3MIkP<`!hYh|aBjb!y349v7 zk}}Hs)TmENyXsuH5lMV->f4xWSEf*OsE$5KrqSB2#f-wvkq&dN{!8p;s~UNaXmlp# z;kp+QlYC$Kr+#j=>H3oDJQ;=cjRDU2fN%_0=6b4qbS<;DX!WjHrf<XIENYaT(Mp`^*-knkIoQJDZlFYnRYo!Q#OisFhQ*9YKJS(KDfJ*Y-~ z(&ek)E2dZesiKU$f=y;$k&vFSfvk{|Tu!!q8VEv0?f4o#=ql>GKQcHxrk3W_RdmpD zV5_3WG#O{=RkMP~J-4-pf<|kv7Bi-dS{}si)DBbWDYK?=HTd=tze5j2uc>{g^1=;K z=nT=S)SSZbdI<75al0R5&vDDWwdxjtsGBJ$^W-hO9%ZhCOh)_b$Ta2w6Qwlu-Q(&& zoc@D4m*`||_xft-G@6<Pd%2nL`U-JzI2nZ+I@5UeUPZrA9ss>s+_mj1HAN?F@iwMf;n?s&7b zFb6R@*eL+91=M#ZqaLHJl`~oGXFu!A&R(E`7F0tDmM~5;lG9X~`1mSmHP(!bn9;hS z`KXjmtk8Q;1Wwds1`Un{pP)UGYu&#!J=a>!=pSgK8cd;^PP3k~*|O)Lw;D`{Z!piz zRM3T25TN6z_n7BKM2!VwB3~&Z=*A^&bqSYQG^<(fR*^?SQ3Op~ynV47qCA?o5;7(X zS09w}nX;Rx_E=dpr}ceo(uiIX`ia@-B+I_BGKJW zmYZc|LgGg6ND7TrHzQ_rZDBqtZ9#*UFA4p18?-8OSwk19>qxA2Dfi$Oc_k*>lm&7V z13^8mZ63GCClWALcFV^gHbCXjd#y~h^_^_4Pq{YDEsak7^B6$1l+iOle^Q09uuxqZ zrE)EAl~8v9=vv6r4t8X;MEumd$8L8ZXmk$_zEJ8Tua`i(cGXtMmD{mxsRI@g-|Ajh9iauwsR{1<)4^ zT(xD1wWL=jkqREIN+Vvj%F*kNBcWEg&MS5_$w#Y_GFpf8!d%G}16aQJu`Y%PV1|BD0}yuQe>=Ep?(b zSh&|#=Hz5HVn%n$eAMb^Wp^@%1zlB=L!fA_k}?Vh>Q72vBv8}@iOL`*y|-GSIn_$N zmdz<*p9id@fcH;quFWHby1REsfOcjE?NArHTWZ<&L-eXkOSTQ2{ohk#lkIo+P zQ+3T)qykrre<-YHvRHEp!Ka>yj8Q(IHoDl8T`PI#boMo0SjTpkXqNP7N2#RN=+LFb zjNY-e`lEj4lk#}8$*5r?^r0xVvqD%@{PBk@-BsPn*Mg&j&7hFahsGVOWDqkyUbPv&* zNGp8A(sol47K2T5jqQJ9>SlBM2Fl15^r1TP&PG zc4ku(7lb~eNQRjlrAuN{eXk5#Nu#}!ggu+IQrR{oK*tMaS|@{FfQ!%GS47=+~UY`pei|-#-0iaKL|r?EmQps#DrCzCP%K-fL4sFes#$1a~?}Ak^`r$|9Ld6NE_|nK=~X z%%|%LGr4RH7%^kPQ1ek45bL7kPx6XKUZp8FrAQ-IO*W_%b?FKjKjLmFk6IB38WVa3 zUnnEyt8^o`I)sIuuB=Jq*r(8qoY6N{?)q2hD0P8rf^VxcytPN=ReM3rg(2o%{$QG^ zb~s`I4U&3e(@Y~~?C57cDl^Qkle&F?y&$Rna<-&`2OiAtxDnE+>K^kuWQ@L{{M$U| zQtRpDJ3R*Dh6}^}V~S%p4R|RIt{LdAP9jTdx6!sy_j%;$F0W&v>*Ubu>1sKX%MA$L zCmmCnB4H|?%)bBL%R4{IXYBh?&%DC_jT^egFJlqb@t6ceYcV)T&Daw5~7*Wr-fALk3Jza z-*r9I>FaTw$17QBw7qJv;NhA}b}4M*&I%Uc?BLHYt{AQr2e%d)#d6j`UT9J*E)g-- zvBKll!fa_6lZIvcn|dmfQ7D(BibiU_xno$WLEu`qq9s-C8r{RS9uYN$42XQC^iRnY z>h@NWk(c2_wkQKng_T$&J)Kh|9-fM*Y}^9U)2+`uF7<_3Lemg}v$Qr9bNfX6XobgF z+GGmx2NS04*kryY$f44_Rx43wZcs0G(eeB0Sf}Yz zbi|F^hNdT6;Q)zx*$#H^?y!AeTo_(qiVFeKu~9quT#<+^3@XCbK_Hz zCoO%2*?ZHM3x(5Lq|^n3(Z#XPoWKeiOGXA)8R~4yDzgr2#0etreUquR9NbXvj0k?` zwmFhxAdSUy_*D2%)Yvje>CmY~%Em@x zwr-qqI6JAA`xV?r?=w45QbuKuI`v6w)&ErYHsPm~IvrLr<>ZS#UY|;akWsX$aylwK zQ&vbMumvIaChe;fQ^H)YP)CTPw)o^)Nf~4MN~#R?l(jkT zuIBT~BDsY~cV;P-1A1=kd7uJp*)mIu>O!=yF0EP>knj%wyq0! z!Bf871B@>1g4$i5NsJvHwOdOWHS6h5`ccoD8D1n536uz?mPS%t^6ormkEvx;*67|O z`kk^MxFt8Zwj)z0FXUC{@XU`hX$jhrIxa;Ww@VH1IohRUja?fWReHjpRwZgoT`+GZ zUL#qN;C-#GvirY*%QI$TwDNhlJY8vH%Q*L2Q%dS3NE}G8&NR9~+3ZjkvtTC06U@hL z64gc3`izOYRPvaQCsQ!yw-}CH)xNNy1pS*U$5_U2&X<_d#o>a7i2!|QDlNjA^%od7c7`D#qJa07mynw=mVr$ z%$qhjHD=_fQBFS~VFKvtKPw9s>L{VCPPAo(v7i=@Y$9V6_2u76Nz7TgaN>61!wja)%hH8Q zGU-K5W0#Z~n>HIUqqC>^sPiT%%G_~Lnzw@L6+*Cev@Bg@f`T1|9$QDDq|rGd{6;@i zoJmz&w40K@hp1_gI(^OU`AGa>og=;}NHHWP>y)V16ABY!>mx zny(QviUymHDrfA*O)&xW=H(4+&B}XdCCY@%1*gbuB65_XJZ^)>De{=Ov1M57Yh}|c z(I9KW)RZ~1vcv%=463QGsQ5n^WW=v2?M5=F$LMG^U0nKLPViJjOKL?u$O zgW0Fa#4w`ZVJk$U`CB!AV(Dw}551Hoz`Y|o0AG76T3Hbr7O-66|kS?CBG zYu2}4ibX0>{k)_+f}WKE36@6~9lJWsr}I=&M&*V&4W&r(IdAS{6OgC6aDB(By)gvc z(aekPZ1>OlWj+)(mJHOEMDL&#gYvM*n4$04%4UUZj>PX<^|wL`$E?s_+6pTE8EcFF zgPMy5&p|H5mN+}7jd(l=Vpw9m&>=!zPd6X=p^J1iT!O! zxUo*ch#3>sHy@P^3*|;Vy(6~cjJb}|z|ko`*SAzU8TW8>27*TMu;2@&T3;GtE1iDj z$Bwa_2aBFP;jSvfLB^$g*gW< zb5(2C3FUAiiXSHSX5|JviCILAHvNKMotT@sz)hdjO)oP%#OK4qq zB+M<%270Be!baO#ayZdcPE~{*!yk)-TJFzq2j~XcU_#Jn=rK(uXDQhnC$W@`%n#=4 z9YVP*ZN7n;AD1)gI;!9@;%4fi$3G*#me?ilNl#47=;)0O({l#*L(a2{654aus9@wq z)@c22U}lkB+GtPQ@!BK&xj9)<5S%QDDr~@8wel2<(hf7ToLPzFvQ{2mMLJ6>_sV5d z+CE2fR>p1Ny+cFgEh`ngE?J$ZHXg-jZX1|fH<*ag-+6v@O`cK^b6Iw*t0ykAuwpn7 z@Kq%-S9Jp|Bq3;2tvS&qBsIrPUS5FU_RYS@BWRNEy0Fan+INsUu(>xuqUa@AQPv?a z$-ZDTT7nHUzPOxG)hhC)_0HjMbl{l0PH|YT!OqM5XkK*8(3tlMBHd@&(;yq={8jHfPF8ydM&x5u7ReOUD{|JC50&cu{dJqs<)p{3|@6UA(fg@TPvFe zW`wUS=XixVgS>W-s5qx$U1|f9R9DKFuuh~$op0I~6*R0w>WysG^>y)=!TD68h^*1q zVFquNQ@NU>(~K#TKuG;+Yo~<$lm)W3eAS}QyeV5No?4<0TrzR8lPHP(m#so69&_S2 zns-T(BMPy#skb>=)|k_4LGaFJGlnVqO!`s|T_TTYC1Y0uvyH66M)msg{_Yw2Ty+Hj za=}&QYyoIv+-^x`KnV&DiF<$bp^ zJ1A2lJ1D9tnOloghZSadSy^FSRjljx$+D3%T3auaWKy%Mmu*1}X{T=17+zeNy!@bn z+&Dre-CnYm2ycm_Jw`T$P}SZ@nUkdMa4d!3yUe6HahJ@NI(Odo}q*>y-z%K6(C@*v{GecDwJ%w zBzB1!eFR3xDC-ti7TG3gOP#K*N-rBOhc}%*paJJXRL1D&L1WOjXr`CRzPeqEkgAkf zRL#g7)QoIY&B(YKw@35K&8SAz=GdiA|F*&Fi)2Ny;aW!LeP&2ks zHDlvy#^s=9T%&5n#no(-gPM&RRkM++W^@kiMr5+8nGv)bQgzzR=wVH7HzL!h8r5#v z1r=IE+-{(OzQz$Uih4TzKr}y+u4Ks3;4}JvcvCYkIFEGL5Q<^*W=6HNDpn znMT#bdY#e3n%?V(OrvTNz0UY1cW$GHjc-)V_;|0gaSm!WZdA?2sOc1RAjNVsOKCcO zNVS2GoTQ{t*?Mx2lxSEx_+4_U*?>d9l`<)d(<<8xM>0}>R6AJ=O&C>IJ$h03a#<1Y zebS(#)(~G@g&Pv?@p3oPQ2P4W#PW1Hi~k|zf5-+dg zVgSeLToX4**~D9l)p0jcZslwevI)1w;zEgWaT|-r`wFv^Ntl*RzU88NJh@Jh1} z$R^xM0?~_?mADbLxixW{QjoN~PP#zeQRWz(ThcZqn{>-^xxu~CE$ZBg!z2_YthUY^ zlXFa1Cu9?DrFZvSlXEK!o03g>P4k628_cc21WDP%*HF%5r#x~SS#&x!*_P!50=Y-` zax7<^kWIKvxp-1!(=2|`d~V}PBr&U?wd@^blGnWF*3iSWZ1Nq0uL|sQjyiv*Q(Vm$hkc_m5fcaRaJG>9_fr5f0J7` zWmB?AuO*iSa}`{sFc#C7TNy`Fvntlqw|2$e>5^Md7$jvAUqixOV~34%>j`x_VX_=Q zb(%|#$*OdMWYzJfe<4|&j!m|8rf`{DgcRR}%&i@UY1!mk${VQaW5zDe2rAj7`ZVy*d{`JL%@uz*RCf(Y0#Rbp@swI%((D3Zto6 z6|z2+?UBNagc4_BO>t6A-Km?NRnv;QwPdy9Dk~m8_wUGDkfA)9cU<;2T#_q^Mw$r2jZMAl_&sOc^O(@KiCTBVG{*8yL($5RhxB7d<^os+pyr{k|owQ>6f6)q8i?yY@ zYl~dOU@rS~p8ouQ&yI)&YeUfL_46<%uf<~%k5Kc|Uq zSpDtn-zFrMW(|x;IjC02TdiGc)REFWv#Om?C|<0XqpyL^D%6ftx|Xq2-+tH6T_(F) z@{AU1L^t=(6U1YeG^2s_Y0hR?Jq;O>xQecs3{iTlA@W*J-Y*$GmMT>{(j^5F1tU{c z)lfLb>$H=KmA8|yh!W@f8hKPJ)og9;6}L50TCeQm<-?AB1wQsQu_igntV!#}O;T@7 zNNnGybmj`SB*!<$_=PGQ4I^P3@PI7HdQIqz!V1s|3F}Pj6?Rn$&bVj3#SK zV$fYCZ!%5JvkPi}#SqvTPv>UW0wEc3Fkis`z|TStScF3Bq>@%WJ65)hMIS+7us9<)yl=bGsP^ zRHefj5T9#E?IBD#n2bk#yv;M$h-gpo#Tj90IdgE@gRYf_>Y6q5=w<+ZWx zw`Q0h@|=t&YfQHC3GT*o9#=DUfnrjquOX{4=`y($FuqCIOiwLTW=$H9Xj(FnCXA`D zLe1^9)7L4nGM_10Q)^UKt=7oo)2xy^lMYLI)lGQ!y7F=`9 z`LpcD#Vsn4-S7W!6%tWr%P8Jq%1`7Sn{sK2^URuOm<@GVYqFG&w#JQ4^J;o@IYImO z@eKv$gkfs&wTDblRJd;9?kTT2l!HYPb+(M+L%!VVnOrq`jc`qDWPu`UN#9t<#1U3? z|6tgMMTa@B8Gq9{r7Rk)afwHVaV6!oT;AXGx}AerR+lv>(b6zTrY5e>)9bhg%Z16(PS5C7O8*Cwv_@-J z;?V{1431G=oj}t%r100l;w|pU3V)L9BE81`Fae*bNcd~Fk8HrK|71%xVwbZe8y{>J zt!!c9|!mOIB-37|5HE|EgqI6;64hJt!O%tbWR*$tK-p(XY zIsM;ukr9p7sJJ^_bq!fgE_k^Da;ZPu`D^r9n-bM0TZBRLcte9=25U>Ad?F#<(P>Gu zl}|*UwJA|P>W<);FR9s@msMu1Ni?r4aTi`=N0X;UHp0VNk|-CkB;mMjrg~#lSz8kI zMqT%kTrYYp@SEE4M08nu`o$)*rRgfU0YKahD;qEt`FM-MVaaE3&8pKH7%#BWis~Yn zLMBGn<|weJE^AMGwx&*1WS#eWHT@=6ZdaeRD!x`Lt(WuN&NR(yBx|}gN{_W7-q6a@ z%ae=7=IVd~W!9SbxGF#RFMWFvb=IPIT`n&X?~HboI?u|h=HxJ_M)g^n;?GQe!%EhT zmT9hM7AUjU#GhGtiG(_pOZdC%{`8vR=Tty}I%`pU7%OKU84EIQo?*;tvX&&urn0a! z%Z#kq$|h82ElSj9b*EOce43+g*0(QdT`RSxsw^!pi%48H<>f1Ca$i^;(Pk}5)SfJx z3tpv@OJz2?tSzb7P)}!Q-Xf7@xv|7&oX^c8lT>U?j1R83K*OkrCeN#z{sbP^(Vc%B;u0XHA>AIl8Ptai56&kv#zreT-fn zty~IA6@k@gEn6?v0%DfAds<#mb^lk>!kw-7-i@)Xwm@Q6)!7l(I0w4S+JcLB z^c97bMI~9zMR_fvnr2m0l{F_`<=G_pueOpLUDlv@H*bRzqgA~bf^DoCYeuqM=;7rR zWM#4UmRriDZcYS7DqqQvF=H$MZ;w&fEygUX??#Ls`tUd8yyvo8AMY0*6-o0Kn zqq9f4do68puq~@%YiE3ZXY5>A(16$B(p+tfDz)|{s=azAoznolW-v|kN$WS^1>3yw z6B7wHeKVYxaN^42Qz-t(g=kzo>=cIApwi?A&&j0(+_xcicOmfST)v+#N*2z zXXaI%nqESoGHXwkVo5Zz<|!8ELXi0CEqfram)EPwr4s70g%Y1%2fs+hCwX;=xtruh zD8-MDyLJ^+RTtD$%XyR7+li{0rM0bGw=KmDVjjAf1UpmW4|82%URS*QAB$7%i7Cz2 z(yX;FafM(r);^`nS`#0RrQBpEtBez2ZaA}-K~3wf99`C+Wbw%H#@sf}nmAvn;UJ|G z3>WXOvMr*TXA942vZWH=Nict3iI2B=b`p|0t#$E9i}|J7+PqfbIkYx)J5cBjkB@ok zb@IuGSg%=l4pXRzI$JvNNEzui?V+#iE_$!W*TkllO{X<5?lXuOm~ioUm0QlXIqsc! zxO~K{tQD+z!sWARwFMUso~gkr0(C ziD4wek=26Qit^Y?Kbm70iR!Wj#k&FZwv*&I;?*fNaU6-Lvev{~SSDRjSSOd~7Z@)_ zbSJ|rhNr0}#q?Rb;=@YvM#rdSUJWdVJ~OG++86imX5=018Cmbe<7m8URg=ps)Mf37 z?*ljJE%fq+H+jHIsI<1l%ZfL+*pq9~r|4DXo7RIzRatZ54Y0PXe9?b%gHc4&%8jYc z)Fn6Uyau-%DtK*Kpw3zpU-gAQ`Oo%yVk#TAEHN4Is^R~q@^U5wi5gC^X4$s$>Opfg z%jmPE74O+qp+dwb#VXGt^`&Rd!<%CwiOB7^TS?6Q5x+r;ESbxfy1dR*f|yKEqt;sada1 zyy?Skwym%D$_|_4{d5J~xopF*oSC>+D{Er)$)?j5T72)&8W^f@%<~Gu2xWbaXk^i7 zjm!2#DZNDBQdoTuhxO)eGQ=(5i%X-y?> z9E@Ev&|KD7UDlfTwliaH>@9Z95N%!1XokgZw8k$x&6-ocJVg<)_cQoMug~H?BTwRlL_(R>sXGiAL2t zy-q}#wI}Y@UshgGQY`1-vmVp)a(Xtopb{#rZSnp`y?rCMC2|f%NhFA~M9ykW;=y^% zM{~1A>9S=LcW(r5CQ+y3Wu5E}8qE_Lokgj&FWyTokDjBCuE3gWspBZLR>hwoKf+Dp zdKJ7z*c?`0p*Cwzd_J_?hA~D<$ZKKIv?WfU#~KpvmR6`&8_Jy~?qtYogl(EB5lz;Z zc%P(y5+>`6vR<8cDC@J_N$9hNWiO>fAK*2CZQ_hb+Z62r>gx|ZsrINY>R@ zaygN{R9b$u#6ZXk>lgnvwnYp6|A+j4@jsx&IKir5HLwO~3DyLy!CIg#SR1ql9YH71 z8FT^NKzGms^aQ;@ACLllK|jzRYybv=!C(j&3i7~kFanGMqrq4(4vYsIgH6DuU~{kq zmGB2Wy{U=b(-<%)Z4%CBXU^&Ge2N!^gz{TKFa2dD)TnVlQ*MRH5_25Qu6SxK33T_8?fV;rm;9hVa zcmO;I9tMwq$H3#@N$?bS20RO%2QPq^z{}uO@EUjnyb0b0?|}Ef``|gr3O)y4 zfUm&U;9Kw=_yPO~eg?mQ-@xzSf8bB>H~0svvXNj_usT=+v;u2_HefB#4y+A2fR11t z&>3_E-N3q_2j~TQgY`fPtPlEu0bm0#2n+@rf}vm-7!F2)QD6)h3pN7d!33}g*bHnA zwgeNwWH1Fx16zR^U~4cF%mQ=3Trdyhg9TtauszrT>;!fOyMh8x2#P=nNP|*P1{Q-Q zpb}Jp8n8R41$AI4SO!*rJ-}XIZ?G@e4;%mv1P6mdz+vEUa3nYi90QI8$Ac5VN#JB~ zDmV?C0nP+xgLA-n;Cyf)xCmSVE(Mo^E5KFYYH%&M4%`541UG|Qz-{1ma3{D6+ym|f z_k#z(L*QZXD0mD!0iFa;gJ-~V;Cb*OcnQ1$UInj%H^5uqZSXF54}1VV1RsM>z-Qod z@Fn;Pd;`7(--92(PvB?pEBFok0saU60)K-R;{~gL)xheYC1?d&gEpWoXb0MZ4xkfQ z2Xp~lL3gk&=m~m(K43l27pxEZg8^V57zBoZ4M83l21bC9U^Ey5#(|B%#$W>26l?~z z09%4dU^18rrh(~T2G|D71hc^$uq~Je=7R-bA=n=52zCOyfL+0Epb!*;60iuAf^x7J zRDeoQ4QfCJ)Pj1j6f6fTz@A_)un*W5><89r2e=d54ekN= zf&0OO;34n`coaMio&ZmQr@^z}Iq(8_5xfju0k47A!JFVM@D6wvybnGAAAyg-r{FX2 z1^5zt4ZZ>2f$zbO;3x14_!ayP{s4c1zra7B#m0hF!D?U)&=RZ(T7$JfTd+204?2QQ zpfl(Kx`FPX2j~fUgFYYy`htF-KiB{a1cSj4Fcjp0;a~(91xAChU>q0^HU^u3O~K}1 z3osE(0#m?LuoajNwg%gPSztDp3$_LMU_RImECf4%9l_3E7f=9p14W=1q`@Lk2Fk$_ zPywnyHP{_wKpm(D%fNE52iOzr4fX;1f&IaO;2>}aI20TXjsQo2qrtJ@IB)_u5u6N8 z0jGh}!I|JJa1J;ZoDVJl7lDhxrQkAf1-KGi4Xy##f$PDIg8Icb30Z2~!dJI}+rgdS zE^rUH7u*jX01ttO!K2_Y@C0}gJPn=!&w=N`i{K^j3V0Q~4&DH7fw#fC;63mG_z-*y zJ^`PB&%u}AEAS2Y7JLtW06&4B!LQ&q@CW!G_zV0ET1*hE0#*a7gO;EbXbswcwxAto z4?2KOU>(o}bOqhPx}YcM1^R&XKwq#v=nn>ffnX3A0yYGBU>FzyMuO2`3>XJC0vm$~ zU{kOe*aB<`CV|OdDwqbQgBf5OFcZuMbHKJ>9+(dnfQ4Xtup`(B>;iTLyMaPb3`)Qv zPzuVyV!_F)wpgVF|1GZIt4dG}YCs0mf_ktNEC(yVo?tJq57-y%4-NnafrG)J;4p9m zI1(HUjseGkR!gTW9m6y$;7U<4Qi zMuV|n92gHa2AhCQ!RBBKFcC}wQ@~WP6_^gT2HSvHU^bWwwgvfMKG+T{1UrBo!Omb8 zPyluVMS}Xp#X|b&G+&j1GO!pd0hOQ%)PUVVEvN%a!7{J{>;d)ydxL$!e&7IbAUGHt z0uBR*gCoIF;23Z$I3An;P68)`Q^9HA3~(km8=M2q1LuPa!A0N_a4EPPTmh~ESA%Q8 zb>IeYBe)sd0&WAhgFC@p;2v-w*8Yz!uVO~Gbh3$P`a1SW&2U>cYXW`J$LOfVbF0o#IkU_Mv?7J}`; zj$kLS3)mIx1`0tjC;^K=DJTbvK?SG;)u0AsKrN^TOTlum0_+L)0{eh{!T#U?a1b~c z910EtM}Q;2(clK3&F+U5^x!~99#*m0@r|R z!S&z)cp5wlo&zs{7s1Qm74RB( z9lQzN0`Gu#!TaC?@DcbJd3qpfy+vv;}K}_Mju^1UiE*pd088dVrpwH|PUWpfBhL`hyL?Krk2#0YgC^ z7!F2&QD8I}3&w%*U}LZe*c5CIwg3~sBrpX`1zUmXU~8}qm<48oxnNt659WjIz(TMC z*b(dub^!%oH&6tMK^iOqWuP1^0TrMMRD<0?2GoIiuna5*dw@N`-e4cFAJ`up2o3^= zfJ4FI;0SOOI2s%ajsquv6T!*g6mS|i9h?cy0_T8p!TI03S14Y z1=oQaz>VN$a0|E%+z##pcY%Arz2JWE0C)&I3?2oKfhWL|;A!v-cn&-dUIZ_JSHP>_ zb?^pw3%m{91@D0mz=z;t@Co<~d=9<@Ux9DHx8Qs51NaI241NW_fj_|iz+d2R&|(Y0 zDquCRI%o-6f!3f6Xbakb_Mijk1l9pvKv&QmtP6UAUZ4+H5A+4=gZ^Lu7zhS|Az(w0 z2Zn(WU?dm~#(;5PBd{@;05%1ifi1w6U=o-Nrh;i;I+y{r0W-mDFb8Z4=7ITO0aysO z2RnkDz%F1{up1}@#h?T%0;QlFECv;z5>$g4kO8%z9xMgR!3wY^*bD3f_67Tc1HeJx zU~nin3>*QD1V@8oz;WPsa3VMfoB~b-r-L)VS>SANE;tWd04@X4`{Ka zU{$ahSOc^KYl7BbEzlOM4cdc_pcCi}x`1w=JLmy=g5IDHNP)hfALtJ@00Y5bFa!(* zd0;pg0Y-t*U@RC1#)FN)CSX&rIoJYB1e3rNFcoYCrh~1)HeeQ*4d#MvK|YudwgU^n z4q!*HGuQcKLw9P9!11bc&hz#E%*-n0Dc5NgI~aJ;CJvp@F(~i`~y~* zC|DJ&4%Pszz?z^9SPQfRYl9A;BUlG?23RygTaPi zC>REYgOOkq7z4(Fjlg&?0c-*`1Dk^_!9*|_OaartR$vC$8q5T~ z4|V`Mft|swpa2wtB2WU-pcIsW#b61j1XZ90><(%{9asvMffZm6uou`H>^? z!Qc>Z7&sgp3628CfMdb&-~@0II2oJ@P6KCvGr`&59B>{uA6y770+)bG!R6oza22>3 zTnnxPH-H<#&EOVr8@L_Z3GM>-fP2CH-~sRuco;ki9s^H+C&AO;8Sor<9=r%%0x2Ga02l}cfgxZ+ zkOzi=5nv=34aR_RU?Z?Gm;g2fn}IFBmS7T?45or1jV2PECQvV94rPEpb}Jr8ju0CpdKs*%fSk;C)f+@1NH^`g9E@p z;9zhlI1C&Cjs!=8W599XcyJ;(37i5>1*d~Ez**pIa4t9xTmUWv7lTW{W#DpfCAbP) z1Fi+vgB!q2;AU_uxDDI^?gV#(d%%6*e()f82s{EF1&@O#z*FF9@GN)^yZ~MVFN0UW zYv6V8CU^_H1KtJigAc$*;A8M9_zZjjz64)`Z@_opd+;Op3H$i#uJwb2K2c$q>&=2$n8-RgeFc<=c zf;=!Bi~ys+XfPIx1LMKQU=y$@*c@yDCW1*|3YZGE0@K0PU>h(C%m#D8wjdwO2it*# zUu@lffzAG;lgN6PyLk0q27A!3E$Va517K@lhcX;2Evz+$ijRDvo{19k_spbjhr%fJe-2iObj4fX~5fdjyS z;9zhFI1C&Pjs!=6W5BWCcyIzZ37ia01*d^Cz?tA|a1J;RoDVJp7lBK_rQmXK1-J@a z4Xy>(fg8Y$;AU_OxDDJ6?gV#%d%(Tme((Tz2s{iP1&@Izz?0x<@CU^bWowgvORe6Rp4 z1lxlh!A@Wouq)UN6oO(<0v3T%P!1M@3Q!5EK@G@&T2K#`g5_WZ*c0pp_5u5X{lNj? zAaF1^6dVSQ07rtO!7<=Ca6C8>oCHn*r-IYL8Q?5%HaHiY2QB~?f{Vc=;4*MIxDs3i zt^wDA>%k4+CU7&j72F2y0C$4B!9CzUa6fnuJOmyAkAla+6W}TEG6l@N*029F^Fa=BnTY>3dYp@NN1!jY}U|Wz6=7a6P zLa+na5$p_h0R><;Py~uW8Y}{3pd2g#6`%@KgWW*})PZ`i3@itGfIY$9U>~p_*dH7S z4g!aOL&4$T2yhfQ8XOCb11EqJ!O7qha2hxroC(eX=YVs;`QQR@5x5v!3N8azfGfe( z;2LlpxE|aHZUVP}Tfyz%4saK^8{7--0}p@)!NcGY@ECX;JPDox&wyva^WX*W5_lQB z3SI+mfH%S0;2rQDcprQSJ_4VBPr>Kl3-A^A8hi`B13!Qt!O!3q@EiCY{15yI{s#Ym zRkjkW3RVYefL35l&<3mp+JUt}2hb6$13H7Qpc_~h^Z>mC^@A4o=HKgq6j&eh0|USY zU=SD#HUvY#Ffbg91f#$hFcxeC#)Ao96R;WB9Bc_Dg2`YCm%4gd#%gTbNTFmMDo5*!VV0mp&k!HM7`a0)mToDR+aXMwZ9x!^o-0k{xc z3@!nefy=>_;3{wpxE5RwZU8rdo58K%HgE^H6Wk5%0r!FX!Gqu-@CbMmJPw`!Pl2bw zv*0=K0(cR;3|;}Rf!D#C;4SbDco)16J^&wqkHM$lGw=oY5_}E50pEe|!H?i4@C*1A z{0{yAe}ccjKcK~Q!Kz?2um)%e)&#A=TA(dh8?*-0K0)APz=&w5hw%YUqL$E4X9jpObfi*!Juoh?s)&?CwN3ag)47!4DU|rAy^a8!XdLRYX z2mQbRumKnZ27?X3P%sP(2P45KFb0eT8-ej)0@ws>1~vyi0y~3UK>;WPMW6(vK`AH$i@_35393L1*d5e@Iv4gd#&gTW!-FmO0H5*!7N0mp*l!3p3ba56X*oCeMSXM(fAIp92SKDZEE z1TF!Wg3G}b;3{x6xE5RoZU8reo53yMHgG$*6Wj&v0r!IY!2{qS@Gy83JO-WsPlBhx zGvGP!Ja`ej1YQBJg4e+t;4Sbrco)0}J^&wrkHIJ4Gw?b15_|=|0pEh}!4Kdk@H6-o z{09C2{{w%4zd?(w1*?G7!0MnSXa!n>HlQtN2ik)Upc7aJbOBvKcd#z#33`D(U_HR!gTW9m6y$;7U<4QiMuV|n92gHa2AhCQ!RBBKFcC}wQ@~WP6_^gT2HSvH zU^bWwwgvfMKG+T{1UrBo!Omb8PyluVMW7g@!6Hxw%E1y)0jfYX*d1g*9jFJ(z;dt$ z*c0px_5u5W{lS6YAaDpc6dVqY07rqN!Li^tZ~{0HoD5C@r-9SKncysN4mcN_4=w-~ zfs4VV;4*LpxDs3qt^wD9>%ooSCU6V572N*+D7dGXF|Z&EpzYSSZQHhO+qP}nHg{{= zwr$(kcH8cMa+8zEm)ysDGY^x&PVB}W?8AN>#33BPQ5?q!oWg0G#W`HSMO?-eT*GzT z#4X&xUEIe5Ji=o<#WTFXOT5M#yu*8Z#3y{gSA566_=*4U8-EbEYyf{DD1spbLLxN6 zARNLYA|fFQq9QtCAQoaHF5)2p5+X5@AQ_S)B~l>`(jq-FAQLhpE3zR6aw0eKARqFh zAPS)filR75pcG1@EXtt*Dxxx~pc<;9CTgJ$>Y_dxpb;9QDVm`LTB0@DpdH$yBRZiA zx}rOJpci_hFZy8s24XOVU>JsDBt~Hj#$r4sU=k){DyCruW@0wxU>@dUAr@f?mSQ

#5AFRPTtj9)d!WL}BcI?0|?8aW~!vP$`VI09R9LGtV!Wo>!d0fCHT*g&g!wuZT zZQQ{<+{Z&a!V^5jbG*PSyvAF+!v}oCXMDjoe8&&`#4r3tpmG5OMi2x=aD+f8ghp6| zLj*)bWJEzUL`O`-LL9_Jd?Y|3Bt}vsLkgrsYNSCrq(??%LKb92cH}@V- zVH80z6h}#vLK&1rc~n3pR7O=)Lk-kKZPY3M4JFyFUuowGr0EciGM{x`%a1y6+2Ip`d7jX$!a23~a1GjJ+ zcX1C7@DPvj1kdmsFYyX*@D}g!0iW<0U-1q9;s^f2FZ@BE@&WvXAP9!w2#HV#gRlsX z2#AEph>B>4ftZMmIEaV%NQgv8f}}`}6i9{CNQ-pHfQ-nDEXaoJ$cbFYgS^O(0w{#S zD2iezfs!bVGAM`gsEA6af~u&F8mNWZsEc}NfQD#{CTND{Xo*&6gSKdo4(No==!$OW zfu87%KIn)37>Gd_f}t3W5g3Kh7>jY3fQgulDVT=on2A}KgSnWG1z3c|Sc+v>ft6T| zzp(~uu^t<+37fGM+pq&Wu^W4^5BqTthj0W(aU3Ub3a4=v=WqcRaT!-|4cBoKw{Qn{ zaUT!x2#@g;&+q~-@fvUN4)5_1pYR1=@g4u-C;r24{6XLf0sMua2!;>{iO>jxa0rix zh=eGJis*=eScr|dh=&A7h{Q;OWJr#bNQE>=i}c8VOvsF^$c7xqiQLG8e8`W2D1;&? zisC4NQYekGD2EEDh{~vfYN(EysD(PHi~4AQMre$tXoePOiPmU?c4&`|=!7olitgxv zUg(X!=!XFqh`|_wVHl2)7=-rX8+)-22XGLFaRkS394B!KXK)thaRHZb8CP))H*gcTaR>Ks z9}n>ePw*7a@dB^#8gKCqAMg>M@de-T9Y63BzwjG@Dh3c3K@b$d5dxtQ8etI*5fBlP z5e3l@9WfCLaS#{rkpPL17)g-~DUcGWkp}6I9vP7dS&$XkkpsDq8+nlr1yB%$Q3S9uqMMQ!o|NF$1$O8*?!a3$PH2u>{Mo94oO3f8!sl z#X4-jMr_6wY{Pc!#4hZ?UhKyK9KvB7#W9?~Nu0(RoWprs#3fw8Rb0mn+`?_##XUU0 zLp;V4Ji~Lm#4EhPTfD~ye8OjZ#W(zmANUWy@CSh^1@ISwAQ*xpBtjt!!Xi8(AQB=Y zDxx6LwhGIBIU=&7UEXH91CSo$CU>c@lCT3v{=3+h;U=bE$DVAXcR$?{&#u}`} zdThWZY{ph>!w&4kZtTH6?8iYI!Vw(Bah$*@oW@z4!v$Q#Wn95ET*pn^!X4bjeLTP; zJjPQz!wbB`YrMfbyvIj;!WVqScl?W=_z%DF2Z1XG@E3w27(yTZ1V~p)s1G8CswvTB8lxp*=dH6S|-)x}yhrp*Q-X z9|m9`24e_@VK_!&6vkjI#$y5|VKSy-8fIW7W@8TKVLldO5td*nmSY80VKx528mz;5 zY{VvP!B%X?4(!5i?8QDDz(E|w5gfyDoWv=d!C9Qg1zf^qT*Woqz)jr79o)lxJj5eB z!BafP3%tT>yu~|wz(;(>7ktBa{J>BA!fyns5YyI#qahlh37VogTA&qLqb=H@13IEJx}Y1nqbGWy z5Bj1%24D~dVT*o8gVi~Tr&LpY41IEE8AiPJcPb2yKSxP&XXitD(6Teyw8xQ7RL zh{t$>XLyd6c!f83i}(0|Pxy?l_=bP+1OMR{{vc4*0RBP{1VeCyL@0zoScFFeL_%al zMKr`fOvFYU#6x@}L?R?XQY1$Tq(W+>MLJ|aMr1}7WJ7l3L@wk(UgSps6hdJXMKP2> zNt8wzltXz`L?u)~Ra8d})Ix34MLje?Lo`McG(&T=L@TsGTeL?9bV6rzMK|<7PxM9~ z^h19P#2^g8Pz=WijKXM)#W+mBL`=pMOv7}{#4OCgT+GJ;EW%RNBxPXhej4QZ?>$r(qxP!a6j|X^! z$9Rfoc!8IAjW>9Q_xOlU_=2zaj(_nJ|KT_OAaJz+{z6a$LkNUKXoNvHghxa~LKH+r zbi_a`#711iLjoj3VkAK_Bu7f5LK>t+dSpN*WJXqGLk{FbZsb8eDl-0|<;D2#VkcflvsIun30;h=|CDf@p}2 zn23cqh>Q40fJ8`)q)3JoNQu-)gLFubjL3v6$cpU9fn3OqyvT2T zD2wu_fJ&&0s;GtK)Xo}`&fmUdZwrGbA=!nkff^O)Jp6G=>=!^as zfI%3Hp%{h{7>UssgK-#-iI{{bn2PC`fmxW1xtNCqSct_~f@N5al~{$p@ekHw9X4Pi zHe(C6VLNtW7xrK;_TvB!;V_Qk7*60MPU8&D;XE$l60YDXuHy!7;WqB#9v5u^#kr`Q#4cU3ZpR=<1hgeF&R@Z4bw3bvoHs9F&_)C2#c{4%di3~u^NA44c1~kHeeGr zV=J~{2X4xHhu`>vz%>K-3qcVKArKOw5eDH99uW}I8Cj7HIgk^%kq7yZ9|cheMNkyQQ39n<8f8%q z6;KhCQ3cgd9W_x4bx;@e(EyFm7){X(EzlCJ(FX0%9v#sMUC8B;M0GcXggF$eQ79}BSvORyBnu>z~G8vkGo)?qz1ViUGt zE4E_?c40U6Vjm9RAP(aQj^Q{?;uOx{EY9NsF5xn+;u>z?CT`;n?%_Tj;t`(UDW2m6 zUg0&~;vGKVBR=B`zTrE5;3t0JHv-iPATWX;D1svdLLoH5A{-(hA|fLSq9HnBA{OEx zF5)8r5+N~?A{kO3B~l{|(jh%EA``M8E3zX8av?YJA|DE%APS=hilI14q7=%YEXtz- zDxor}q8e(TCTgP&>Y+Xwq7j;)DVn1NTA?-Cq8&P*BRZoCx}iIIq8Iw0FZyEu24OIU zVi-nXBt~Nl#$h}rViKlcDyCxwW??qwVjdP?Ar@l^mSH(oVio?zKUj-(*no}Lj4jxP z?bwN3*n_>;j{`V_!#Ij#IDwNmjWalh^SFphxPq&=jvKgz+qjE+cz}m^j3;=8=Xi-% zc!Rfij}Q2S&-jXO_!mF$AAaEv0@V)SF9bm_1V>1OLKuWactk)XL`GCZLkz@3Y{Wr4 z#79CTLJ}lJa-={iq()k#Lk46-W@JG&WJgZqLLTHreiT3<6h=`LLkW~bX_P@Zlt)EW zLKRd+b<{vD)J9#@LjyEKV>CfCG)GIcLL0P2dvri2bVgTnLl5*sZ}dSw^v6I9!VnC_ zaE!nxjK)}u!vsvkWK6*{Ovg;j!W_)Sd@R5sEXGnS!wRg#YW$5gSc~=8fKAwpt=NVg z*oocPgMHYKgE)jEIEv#qfm1k*vp9zfxQNTRf@`>ro4AELxQqLEfJb(L zKtd!&5+p-%q(myDL0Y6o24q5JWJNaQKu+XF9^^xQ6ht8uK~WS(36w%9L&RfEW{!#!BQ;83ar9v{DU=EhxOQqP1u61*p408 zh27YTeK>%FIE*7WhT}MiQ#gaOIFAdsgv+>!Yq)`%xQ#owhx>SlM|gs#c#ao%h1YnC zcldyh_>3?3hVS@+pZJB}2vj$KzzBk%2#yd4h0q9#aEO42h>R$RhUkciScrqTh>rwF zgv3aSWJnP}x7H~GwEQHsC@s<<12Q5rvLG9>BPVhp5Aq^E3ZM`QqbQ1@1WKYb%Ag#| zqarGy3aX+yYM>Tsqb};90UDw)nxGk)qa|9Q4cekTI-nCeqbs_h2YRA6`k){BV;}}$ z2!>)fMqm_1V=TsD0w!WIreGSTVB=t#d>VOCTzx5 zY{L%h#BS`tKJ3Rq9KsPC#c`a#DV)YxoWliN#ARH;HC)F{+`=8)#eF=$BRs}aJi`mT z#B034JG{q7e8Lxe#drLRpZE{I@dttH1@ISwA{as-Btjz$!XZ2&A`+q?DxxC>Vj(u- zA|4VTArd1Ak|8-#A{EjgEz%>MqI>00whFYBtbGHM@pnZ8l**fWI!flMpk4)4&+2`vbuOu!^e##Bth49vuA%)va&$3iT^5-i1XtiUR)#y?nt zby$y$*n}phJIE6Dfi}SdEOSp`yxP}|JiQBk?d$^B> zc!Vc-isyKNS9p!Lc!v-8h|lIir@%=Pza5%2!{xWh{%Y7 zXo!xOh=n+ai}*-@L`aOJNQM+hiPT7gbV!ek$b>A&itNaNT*!^Q$cF+bh{7m>VknN1 zD1|a8i}I*|N~nygsD>J-iQ1@xdZ>?vXoMzcisop6R%ng3Xon8yh|cJOZs?Al=!HJ$ zi~bmZK^Tmo7={rTiP0E?aTt$@n1m^qis_hvS(uHvn1=;eh{affWmt}tScSjw57uHG zHee$*V+*!nJ9c6h_Fyme;{XofFplCFPT(X?;|$K>JTBrAuHY)J;|6ZwHtymc9^fG! z;|ZSOIbPxw-rz0X;{!h7Grr;*{>2achhO-EKn(-<3qcSJ!4VRn5C&lp9uW`;kr5Tq z5Cbt08*va1@sSXTkOWDQ94U|rsgV}xkO3Ky8Cj4G*^v{ukOz5@9|cedg;5m6Py!`U z8f8!pLA)?z(2 zU=ucDE4E<=c49a7U?2A5AP(UOj^a2@;1o{dEY9HqF5)t-;2N&uCT`(Q0Nq;O4N&`h zU-S@<@B~ls953(+ukjY|@Btt38DH=X-|+)K@e98Zs8Ilc5d=XI93c=2p%E705CIVp z8Bq`o(Ge4|5C?G)9|@2MiIEh^kOC=@8flOY>5&nckOf(h9XXH-xsez7Pyhu{7)4MF z#ZeNaPzGgD9u-gtl~EPdPy;nl8+A|*_0bTG&;(7<94*iat!81I^OT5Axyv2Kbz$bjhSA4_2_<{fM3x5!(aR7fI2!bIvLLwBxAS}Wo0wN(Y zq9Ph%ASPlX4&os`5+V_jASsd~1yUh3(jpx)AR{s(3$h_Qav~SY^SRpdlKg37VlfTA~%&pe@>?13IBIx}qC;peK5x z5Bi}$24WC~U?_%T1V&*r#$p^MU?L`C3Z`K?W?~lRU@qok0Ty8~mSP!JU?o=LZ>+&u ztj7jy!e(s6HtfJo?8YAK!+spZAsoR`9LEWq!fBkvIb6U+T*eh#!*$%mE!@Ff+{Xhv z!eczeGrYh{yv7^6!+U(hCw#$Ie8<1|iU05$e-OAy0DmDUf*}M#A~eDv9Ks_aA|VQ* zB06Fq7GfhV;voSNA~BL68ImIu?`!s z5u33E+prxwu?u^!7yEGlhj182aSSJL5~pzn=WreuaS2y&71wbCw{RPGaSsph5RdT$ z&+r^C@d|J77Vq%^pYR!9@eTjt2mZq^{6U~*0sMs^2!`MYiBJfGun3O`h=j<9ifD*| zn23!yh==${h(t(&q)3hwNQKl$i*(3Qb zD2MW>h)Sq}s;G_{sD;|7i+X5)hG>i?Xolu!iB@QXwrGzI=!DMbif-tEp6HD}=!gCo zh(Q>Fp%{)47=_Uoi*cBMiI|Kjn1<8+))1`*9G5a0Ewj94BxJr*RhNZ~+%_8CP%(*KrfKa0hpB9}n;dkMR`G z@B%OK8gK9p@9`0z@C9G-9slAd{=;wlLEz>A{Dq(hh7bse& zh>f_2hXhE7#7Kff);KkyU3@Ed_z1P~ZO5EQ`?0-+EZVG#}y5D}3P14F%b)K z5Et>00Ev(oNs$aGkP@kp2I-I<8IcKDkQLdH1G$hJd65qVP!NSt1jSGsB~c1xP!{D; z0hLf0RZ$H!P!qLL2lY@N4bccq&=k$l0MjcJ<$t&&=>tN0D~|X zLoo~^FcPCN2IDXu6EO)>Fcs4=1G6w2b1@GKun>!}1k11-E3pcH;~%WWI&8p3Y{nLB z!*=Y%F6_Zx?8gBd!eJc6F`U3joW>cP!+Bi9C0xN(T*nRE!fo8eJv_ieJjN3|!*jgE zE4;y5yvGN8!e@NNH~fnq_z%DE2Z34!@E3w07=j}tLLm&oB0M4>5+Wliq9F!iA~xb6 z9^xY*5+MnaA~{kZ6;dND(jfyfA~Uie8?qxOav=}$B0mbC5DKFxilGEbqBP2&9Ll32 zDxnIhqB?4z7HXp|>Y)J|qA{AF8JeRdTA>ZvqCGmG6FQ?Sx}gVpqBr`WANpe;24M(> zVmL-%6h>n##$f^`Vlt*+8m40=W?>HIVm=mN5f)=9mSF`}Vm1E88mz^7Y``XL##U^@ z4(!Bk?7=?l$3Yyz5gf&FoWLoZ##x-h1zf~sT){P5$4%VA9o)rzJisG7##21Q3%tZ@ zyumxX$47j^7ktHc{EMIX55MsTfm;Re7lI-fLLekUBMibJJR%|zq97`wBL-q2HsT^4 z5+ETGBMFirIZ`4O(jYC;BLgxaGqNHZav&#iBMYy&_qX8PBF`A+oTA(FbqYc`jJvyQjx}Yn%qX&ASH~OL<24EltV+e*} zI7VU=#$YVQV*(~&GNxi0W?&{}V-DtFJ{DpTmS8ECV+B@WHU7aGtiyV2#3pRPR&2)( z?80vB#XcOsK^(>r9K&&(#3`J?S)9iOT*75s#Wmc(P29#E+{1l5#3MYxQ#{8Dyuxd| z#XEe!M|{Q?e8YGAz)$?bZv>oxXN4dLir@%=Pza5%2!{xWh{%Y7Xo!xOh=n+ai}*-@ zL`aOJNQM+hiPT7gbV!ek$b>A&itNaNT*!^Q$cF+bh{7m>VknN1D1|a8i}I*|N~nyg zsD>J-iQ1@xdZ>?vXoMzcisop6R%ng3Xon8yh|cJOZs?Al=!HJ$i~bmZK^Tmo7={rT ziP0E?aTt$@n1m^qis_hvS(uHvn1=;eh{affWmt}tScSjw57uHGHee$*V+*!nJ9c6h z_Fyme;{XofFplCFPT(X?;|$K>JTBrAuHY)J;|6ZwHtymc9^fG!;|ZSOIbPxw-rz0X z;{!h7Grr;*{>2achhO-EKy3o}3qcSJ!4VRn5C&lp9uW`;kr5Tq5Cbt08*va1@sSXT zkOWDQ94U|rsgV}xkO3Ky8Cj4G*^v{ukOz5@9|cedg;5m6Py!`U8f8!pLA)?z(2U=ucDE4E<=c49a7 zU?2A5AP(UOj^a2@;1o{dEY9HqF5)t-;2N&uCT`&l?&3Zk;1M3c0;NzIWl;_lP!W|;1=Ua; zHBk$7P#5*l0FBTXP0?s4PT>sB;yfN8lod6Vj&LVB0drz z5fURQk|70BA~n(=9nvEsG9e4HB0F**7jh#n@}U3c7LN}&wOqC6^~5-OuA zs-XsIqBiQF9_phZ8lefAqB&Zi6dZ7>cqCW;;5C&r?hG7Io zVl>8J9L8fJCSeMuVmfAE7G`5E=3xOAVlkFr8J1%uR^e~_gSA+P4cLgy*n(}?j-A+r zJ=lx=IDkVqjH5V)6F7;}ID>OIkBhj3E4Yg5xPe=^jk~yq2Y86bc!Fnmj+c0aH+YNp z_<&FNjIa2HfAItV;TQfOQ2PM>LJ$N)aD+rCgh5z@M+8JdWJEV@9ui+&h@ff$S- z7>3~(iBTAXu^5jDn1sogifNdEnV5|^n1}gTh(%a}rC5#?ScTR22Wzkn>#-4=umxMO z9XqfKyRjGhZ~zB!7)Njn$8i#;a0X{_9v5&4mvI%>a054S8+ULI_wf*q@B~ls953(+ zukjY|@Btt38DH=X-|+)K@e98Zs6zmO5d=XI93c=2p%E705CIVp8Bq`o(Ge4|5C?G) z9|@2MiIEh^kOC=@8flOY>5&nckOf(h9XXH-xsez7Pyhu{7)4MF#ZeNaPzGgD9u-gt zl~EPdPy;nl8+A|*_0bTG&;(7<94*iat!81I^OT5Ax zyv2Kbz$bjhSA4_2_<{fM3x5!(V*r042!bIvLLwBxAS}Wo0wN(Yq9Ph%ASPlX4&os` z5+V_jASsd~1yUh3(jpx)AR{s(3$h_Qav~SY^SRpdlKg37VlfTA~%&pe@>?13IBIx}qC;peK5x5Bi}$24WC~U?_%T z1V&*r#$p^MU?L`C3Z`K?W?~lRU@qok0Ty8~mSP!JU?o=LZ>+&utj7jy!e(s6HtfJo z?8YAK!+spZAsoR`9LEWq!fBkvIb6U+T*eh#!*$%mE!@Ff+{Xhv!eczeGrYh{yv7^6 z!+U(hCw#$Ie8<1|iU05$e-OA+0DmDUf*}M#A~eDv9Ks_aA|VQ*B06Fq7GfhV;voSN zA~BL68ImIu?`!s5u33E+prxwu?u^! z7yEGlhj182aSSJL5~pzn=WreuaS2y&71wbCw{RPGaSsph5RdT$&+r^C@d|J77Vq%^ zpYR!9@eTjt2mZq^{6U~D0sMs^2!`MYiBJfGun3O`h=j<9ifD*|n23!yh==${h(t(& zq)3hwNQKl$i*(3QbD2MW>h)Sq}s;G_{ zsD;|7i+X5)hG>i?Xolu!iB@QXwrGzI=!DMbif-tEp6HD}=!gCoh(Q>Fp%{)47=_Uo zi*cBMiI|Kjn1<8+))1 z`*9G5a0Ewj94BxJr*RhNZ~+%_8CP%(*KrfKa0hpB9}n;dkMR`G@B%OK8gK9p@9`0z z@C9G-9slAd{=;wlLEx?d{Dq(hh7bse&h>f_2hXhE7#7Kf< zNRE_9g)~Tu^vHlr$c(JWh8)O=+{lA`$d7_3gd!-4;wXVqD2=ixhYF~O%BX^BsE(Sb zg*vE<`e=YgXpE+4h8Adv)@XxvXpfHQgf8fc?&yJD=#9SUhXELf!5D&J7>f);KkyU3@Ed`;1rQiP5EQ`?0-+EZVG#}y5D}3P14F%b)K5Et>00Ev(oNs$aG zkP@kp2I-I<8IcKDkQLdH1G$hJd65qVP!NSt1jSGsB~c1xP!{D;0hLf0RZ$H!P!qLL z2lY@N4bccq&=k$l0MjcJ<$t&&=>tN0D~|XLoo~^FcPCN2IDXu z6EO)>Fcs4=1G6w2b1@GKun>!}1k11-E3pcH;~%WWI&8p3Y{nLB!*=Y%F6_Zx?8gBd z!eJc6F`U3joW>cP!+Bi9C0xN(T*nRE!fo8eJv_ieJjN3|!*jgEE4;y5yvGN8!e@NN zH~fnq_z%DE2Z6c=@E3w07=j}tLLm&oB0M4>5+Wliq9F!iA~xb69^xY*5+MnaA~{kZ z6;dND(jfyfA~Uie8?qxOav=}$B0mbC5DKFxilGEbqBP2&9Ll32DxnIhqB?4z7HXp| z>Y)J|qA{AF8JeRdTA>ZvqCGmG6FQ?Sx}gVpqBr`WANpe;24M(>VmL-%6h>n##$f^` zVlt*+8m40=W?>HIVm=mN5f)=9mSF`}Vm1E88mz^7Y``XL##U^@4(!Bk?7=?l$3Yyz z5gf&FoWLoZ##x-h1zf~sT){P5$4%VA9o)rzJisG7##21Q3%tZ@yumxX$47j^7ktHc z{EMIX55MsTfqMk-7lI-fLLekUBMibJJR%|zq97`wBL-q2HsT^45+ETGBMFirIZ`4O z(jYC;BLgxaGqNHZav&#iBMYy&_ zqX8PBF`A+oTA(FbqYc`jJvyQjx}Yn%qX&ASH~OL<24EltV+e*}I7VU=#$YVQV*(~& zGNxi0W?&{}V-DtFJ{DpTmS8ECV+B@WHU7aGtiyV2#3pRPR&2)(?80vB#XcOsK^(>r z9K&&(#3`J?S)9iOT*75s#Wmc(P29#E+{1l5#3MYxQ#{8Dyuxd|#XEe!M|{Q?e8YGA zz)$?bZv^TYKwtzxPy|N^ghFV9ML0x2L_|guL_>7ML@dNXT*OBLBtl{&MKYv7N~A^_ zq(gdSL?&cGR%AyG(26hm>8L@AU(S(HZwR6=D`MK#nwP1Hsm)I)tV zL?bjoQ#3~lv_fmNMLTprM|4IPbVGOaL@)F~U-ZWS48mXx#W0M(NQ}l9jKg?L#3W3? zR7}SV%))HU#XKy)LM+A-EW>iF#47xaf3OzoumKyf8C$Ro+p!b7um^jw9|v#WO+h8T#6*ocF8h>wIwgd|9cgh7u@=(kO#+D36M$ges_t>ZpNQsExX)hX!bf z#%O|OXpWX>g*Ir5_UM34=!~xDh92mN-sppV=#POIgdrG;;TVBY7>%(QhY6U7$(Vv^ zn2wp4g*lju`B;EOSd67uh80+e)%Y80uommF0h_QHTd@s0uoJtn2m7!e2XP2Ta1_UJ z0;g~qXK@Y}a1obr1=nyLH*pJha2NOS0FUq(Pw@;d@Di`_2Ji45AMpua@D<I?~h>LhgfP_elBuIwjNQqQPgS1E= zK)^tC26ZN6Mpk4)4&+2`vbuOu!^e z##Bth49vuA%)va&$3iT^5-i1XtiUR)#y?ntby$y$*n}phJIE6Dfi}SdEOSp`yxP}|JiQBk?d$^B>c!Vc-isyKNS9p!Lc!v-8h|lIir@%=Pza5%2!{xWh{%Y7Xo!xOh=n+ai}*-@L`aOJNQM+hiPT7g zbV!ek$b>A&itNaNT*!^Q$cF+bh{7m>VknN1D1|a8i}I*|N~nygsD>J-iQ1@xdZ>?v zXoMzcisop6R%ng3Xon8yh|cJOZs?Al=!HJ$i~bmZK^Tmo7={rTiP89UA7UHt`f=&2cnF&K;Sn1D%`jH#H08JLOLn1gwk zkA+x-C0L5(Sb#+fwuo+vi4Lh(CyRirRupb9;2uE-f$8iFua2jWE4i|6{ zmvIHxa2+>s3wLlA_wfLa@EA|=3@`8!uki-&@E#xW319FP-|+*#@EiXjK<~f&gFpy^ zpa_l-2!+rHi*Sg5h=`0Rh=%BhiCBn(xQLGgNQA^lieyNElt_&ifX8Vny8IBsE7J!h(>6Frf7~9Xoc2j zi+1RMj_8ao=!Wj-iC*Y~zUYqu7=*zXieVUmkr<6J7>Dtgh)I}&shEx#n1$Jxi+Nap zg;WO+h8T#6*ocF8h>wIwgd|9cgh7u@=(kO#+D36M$ges_t>ZpNQsExX)hX!bf#%O|OXpWX>g*Ir5 z_UM34=!~xDh92mN-sppV=#POIgdrG;;TVBY7>%(QhY6U7$(Vv^n2wp4g*lju`B;EO zSd67uh80+e)mVeISceVRh|So7ZP<>T*o8gVi~Tr&LpY41IEE8AiPJcPb2yKSxP&XX zitD(6Teyw8xQ7RLh{t$>XLyd6c!f83i}(0|Pxy?l_=X?&iQo8x0Db=w5P=XFK@kig z5E7vg2H_AM5fKSd5Eao81F;YraS;y*kPwNH1j&#bDUk|kkQV8Y0hy2)S&c0;NzIWl;_lP!W|;1=Ua;HBk$7P#5*l0FBTXP0xVV-NOWKMvv$j^HSc;{;COG|u82F5n_A;|i|f zI&R_??%*!&;{hJwF`nWXUf?BO;|<>7JwDH~vF_et-D~fe-{i5gZ{9 z3ZW4e;Sd245gAbs4bc%3u@DDw5g!SV2#Jvt$&dmmks4``4(X8*nUDopksUdZ3%QXO z`A`4_Q5Z!~48>6rrBDWCQ63dg36)V5)ldU9Q5$to5B1RyjnD*5(Ht$%3a!x=?a%=o z(HULP4c*Zbz0e1J(H{da2!k;c!!QCPF&bkq4&yNqlQ0ESFȽ$rm7^RNI5u^3CR z49l?+tFQ+DVjb3FBQ{|RwqiSWU>9~{FZSU84&pG5;24hMBu?QB&f+{S;1Vw5Dz4!M zZsIoX;2!SdAs*ogp5i%P;1youE#Bb+KH@XJ;2XZQd7)4PGB~TKjQ3mBu9u-juRZtbxQ3JJ58+B0+4bTvc(FD!V94*lbZO|6&(E**% z8C}s0JF#@A78e=gI6EG2zF$L2w9WyZtb1)b4u>gy(7)!AX zE3gu)u?B0g4jZr$o3RDkupK+G3wy8^`*8q=a2Q8%3@30Br*Q`7a2^+N30H6x*Kq^4 za2t1V4-fDVkMRW0@EkAk3UBZh@9_bj@EKq64L|S`zwrkF2K*%;0wFMhA{as-Btjz$ z!XZ2&A`+q?DxxC>Vj(u-A|4VTArd1Ak|8-#A{EjgEz%RyhG95HVid+;EXHF3CSfwBVj5;(CT3#}=3zb-ViA^LDVAde zR$(>%#agV#25iD+Y{fS0z)tMO9_+(@9K<0U!BHH?37o=doW(g@z(rif6385B$P!{D%Mo|MCw4AqavZI6@#4LL)4~ zAp#;IGNK?Fq9Z0^Ar9gqJ`x}i5+f;+Aq7$*HPRp*(jy}>Aq%o1J8~cwaw9MDp#Tb^ zFp8iUilZb-p$y8RJSw0PDx)f@p$2NAHtL`r>Z2hVp$VFzIa;6VI%Z%NW@9eqVF4CmF_vH%mSZJW zVGaJpI;_V=Y{C|7#dhq#F6_o$?85;Z#917bJi-$^#dEyCE4;>Ayu$~4#AkfLH+;uW{K6mnhk%3r@(%(d2!bIvLLwBxAS}Wo z0wN(Yq9Ph%ASPlX4&os`5+V_jASsd~1yUh3(jpx)AR{s(3$h_Qav~SY^SRpdlKg37VlfTA~%&pe@>?13IBIx}qC; zpeK5x5Bi}$24WC~U?_%T1V&*r#$p^MU?L`C3Z`K?W?~lRU@qok0Ty8~mSP!JU?o;# z4c1~EHee$*V+*!nJ9c6h_Fyme;{XofFplCFPT(X?;|$K>JTBrAuHY)J;|6ZwHtymc z9^fG!;|ZSOIbPxw-rz0X;{!h7Grr;*e&8p5;|~H1{!2gvLSO_%FoZxzghm*ILwH0) zBt$_}L`Mw7LTtoEJS0FuBt{Y>Lvo})JFp}LSr;VGqgZUv_>1WLwj^YCv-tqbVm>L zLT~g%KMcS?48{-)!*GnmD2%~ajK>5_!emUvG|a$E%*Gtd!+b2nA}qmDEXNA0!fO1B zwOEf0*o4j4if!0|o!E^%*oXZ%h(kDnqd1NeIEB+Vi*vYui@1y{xQ6SviCegXySR@B zc!bAzif4F%mw1ggc!&4+h)?)}ulSB1_=Vs24*`b!5ClbVgg_{SMp%SH1Vlt+ zL_st}M@+;*9K=O@BtRl0Mp7h03Zz78q(M5QM@D2q7Gy!#ILtIF6Gzg)=yd^SFRZxQwf~h8wtv+qi>!xQ~Z; zgeQObyNG)#KgSEa!fU+6JAA-Le8v}i!*~3|FZ{uO2srdF{~$1eAQ*xpBtjt!!Xi8( zAQB=YDxx6LwhGIBIU=&7UEXH91CSo$CU>c@lCT3v{=3+h;U=bE$DVAXcR$?{Q zU@g{R12$qawqP5!V<&cD5B6d|4&V?D<0y{d1Ww{K&fpx*<03BM3a;WhZr~Pf<1X&u z0UqKpp5Pgt<0W3<4c_8CKHw8R<14=52Y%u={vg1xzXU`e1V&Ht+`oByG93Wr-r)36JCS*odWJ3<*L~i6k zKIBJ16haXcMRAlsDU?Q8ltTqnL}gS#HB?7U)IuH9MSV0tBQ!=+G(!utL~FD`JG4hf zbV3(&MR)W-FZ4!V^uquQ#9$1;Fbu~?jKUa<#du7>BuvIsOv4P!#B9vLJj};JEW#2j z#d55`Dy+u8Sc~=8fKAwpt=NVg*oocPgMHYKgE)jEIEv#qfm1k*vp9zfxQNTRf@`>r zo4AELxQqLEfJbwbU;UR zMi+ELcl1Or^g&%FIE*7WhT}MiQ#gaOIFAdsgv+>!Yq)`% zxQ#owhx>SlM|gs#c#ao%h1YnCcldyh_>3?3hVS@^U-*On5OBm_{y|^_K`;bINQ6Qd zghhBnKqN#)R767z#6)bwK|I7qLL@>GBt>$hKq{n0TBJh;WJG3UK{jMZPUJ!!0R9_+<_9KazQ#!(!@37o`foWVJq$3h>f_2hXhE7#7Kf-DeaR^6n6vuG_r*Il)aSj)75tnfV*Ki#-aSL~F z7x(c1kMI~z@eD8U60h+F@9-WU@d;n>72oj#zwjIXA;74={DVLUf}jYF5D10P2#aut zfQX2UD2RsWh>2K;gSd!~1W1I$NQz`gfs{y%G)RZ^$cRkHf~?4n9LR;-$cua^fPyHD zA}EI9D2Y-igR&@(3aEt2sETT+ftsj|I;e;GXoyB=f~IJW7HEamXp45}fR5;lF6f5t z=!stFgTCmG0T_hA7>Z#Sfsq)EF&KyOn21T3f~lB}8JLCHn2UK>fQ49$C0K^#Scz3w zgMYCO>#-4=umxMO9XqfKyRjGhZ~zB!7)Njn$8i#;a0X{_9v5&4mvI%>a054S8+ULI z_wf*q@B~ls953(+ukjY|@Btt38DH=X-|-W_@CW}P;OM{ngTM%aUY{-tB$b~$}i~J~nLMV)) zD25U!iP9*8aww0AsDvu0it4C=TBwb>sD}n5a%h{>3OX_$_gn1wl*i}_f9MOcibScVl?iPczx zwOEG@*oe*8f^FE2o!Esv*o*x*fI~Qpqd0~WIEm9ZgL62Ki@1aI8Cj7HIgk^%kq7yZ9|cheMNkyQ zQ39n<8f8%q6;KhCQ3cgd9W_x4bx;@e(EyFm7){X(EzlCJ(FX0%9v#sMUC8B;M0GcXggF$eQ79}BSvORyBnu>z~G8vkM~ z)?))UVKcU38+KqPc4H6rVLuMy5RTv|j^hMQ;WWO7Vh9K?&AR- z;W3`#8D8KeUgHhk;XOX$6TaXpzT*de;Wz$6fU$r12Z0a-K@l7w5DK9Y7U2*95fK?t z5Dn206R{8naSbRDUlj!kPhjQ5t)z$S&C1yLA9Pz=RU z5~WZEWlBFV=wmM01o0Xj^G%M<0MYu49?;_F5nU_<0`J<25#au?%*Eo;~^g5 z37+CPUf>m8<1OCd13uz2zTg|a<0pRM5B@{Iaew&-fe{435F8;93Skfy;Sm9m5E)Ss z4KWZCu@MLH5FZJV2uY9>$&mu7kQ!-`4jGUUnUMwAkR3UZ3we+i`B4CcP#8r~3?)z! zrBMduP#zUg2~|)P)lmbrP#bko4-L=|jnM?n&>St%3T@C9?a=|9&>3CP4L#5kz0n8# z&>sUa2tzOw!!ZJ*FdAbq4ihjDlQ9L;FdZ{73v)0R^RWPnuoz3R3@fk_tFZ=au?`!s z5u33E+prxwu?u^!7yEGlhj182aSSJL5~pzn=WreuaS2y&71wbCw{RPGaSsph5RdT$ z&+r^C@d|J77Vq%^pYR!9@eM!l6Tk5X0mlC&AOayUf+83~AS6N~48kEiA|eu^AS$9G z24W#L;vyarAR!VX36dc>QX&=7AT81(12Q2qvLYLDASZGo5Aq>D3Zf8-peTx?1WKVa z%Ay=9pdu=x3aX(xYN8hEpf2j80UDt(nxYw6pe0(P4cehSI-(Q0pewqg2YR75`l25O zU?2u#2!>%eMq(7kU@XRC0w!THreYdqU?yf`4(4G#7Ge>WU@4Yk1y*4-{>56X#|CV| zW^Bba?7&X!#vbg$ejLOh9Klf>#|fOmX`ID5T);(K#uZ${b=<@)+`(Pk#{)dVV?4z( zyueGm#v8oDdwj$ve8E?I#}E9%Z~TV<6aMlK0wD;3A~-@I6hb2`!XW}8A~K>N8lod6 zVj&LVB0drz5fURQk|70BA~n(=9nvEsG9e4HB0F**7jh#n@}U3c7LN}&wO zqC6^~5-OuAs-XsIqBiQF9_phZ8lefAqB&Zi6dZ7>cqCW;; z5C&r?hG7IoVl>8J9L8fJCSeMuVmfAE7G`7aU;a+x=E)1N5R0({%di|Pu?lPOFV#zYE zu^C&i4coC3yRZj)u^$I;2#0YL$8Z8CaT;fE4(D+Zmv9AFaUC~s3%79>_wWD@@fc6= z4A1crukZ$M@g5)W37_#5-|z!J@f&{-VA5X#A`k*2D1spbLLxN6ARNLYA|fFQq9QtC zAQoaHF5)2p5+X5@AQ_S)B~l>`(jq-FAQLhpE3zR6aw0eKARqFhAPS)filR75pcG1@ zEXtt*Dxxx~pc<;9CTgJ$>Y_dxpb;9QDVm`LTB0@DpdH$yBRZiAx}rOJpci_hFZy8s z24XOVU>JsDBt~Hj#$r4sU=k){DyCruW@0wxU>@dUAr@f?mSQ#5U#!J?Y``XL z##U^@j=ywix%0376W^`ci+wnNgE)*MIELdmiBmX(vpA0nxP;5Nifg!mo4AcTxQF|A zh(~yWr+AJRc!k$^i+A{dkNAu)_=fNJiC_4G{}6EUU;aU01VJzaM@WQ17=%T5L_j1& zMpQ&Y48%li#6dj7M?xe*5+p@(q(Ca9Mp~pp24qBLWI;A$M^5BI9^^%S6hI*qMo|<) z36w->ltDR^M@3XZ6;wra)IcrNMqSiH12jZqG(j^oM@zIq8?;4xbU-I`Mptx05A;ND z^g%!L$3P6i5Ddj|jKC<2##oHQ1Wd$aOu;lv$4tz^9L&XhEWjcx#!@W93arFxtif8W z!v<``W^BPWY{yRQ!XE6!ejLCd9L7-`!wHw#Z~Q@kDSruwKnRSW2!;>{iO>jxa0rixh=eGJ zis*=eScr|dh=&A7h{Q;OWJr#bNQE>=i}c8VOvsF^$c7xqiQLG8e8`W2D1;&?isC4N zQYekGD2EEDh{~vfYN(EysD(PHi~4AQMre$tXoePOiPmU?c4&`|=!7olitgxvUg(X! z=!XFqh`|_wVHl2)7=vG z0h_QHTd@s0uoJtn2m7!e2XP2Ta1_UJ0;g~qXK@Y}a1obr1=nyLH*pJha2NOS0FUq( zPw@;d@Di`_2Ji45AMpua@D<g#X{DZ&6&UgLsIKgh+%WNQ&f0fmBG1v`B{x$cW6yf^5i+oXCYd$cy|afI=vYq9}$ED2dW2 zgK{X3il~GtsEX>Sfm*1Ix~PW+Xo$vWf@WxrmS}}GXp8pffKKR)uIPpy=!xFwgMR3b zff$4#7>eN-fl(NZu^5L5n25=kf@zqJnV5w+n2Y&XfJIo0rC5d)Sc%nGgSA+P4cLgy z*n(}?j-A+rJ=lx=IDkVqjH5V)6F7;}ID>OIkBhj3E4Yg5xPe=^jk~yq2Y86bc!Fnm zj+c0aH+YNp_<&FNjIa2HANYyi_=5n`{}K>^5Ewxb3?UE_p%Dh*5FQZ`2~iLg(Gdf& z5F2q34+)SEiID`!kQ^zI3TcoQ>5&1MkQrH#4LOh#xseC?kRJt62t`m7#ZdyKP#R@X z4i!)ll~D!NP#rZ<3w2Nz_0a&0&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag| zgE0idFdQQ>3S%%9<1qn~Fd0)Z4KpwkvoQzrFdqxC2urXO%drBhup0kjE!JZLHeoZi zVjFf~Cw5~G_F+E`;t-DDD30ReSsgN3Jkq#M<5t)$%*^nJMkqdc{7x_^Dg-{qpQ4A$e5~WcFr+F$hC2 z6vHtBqc9p{F%A3M4 zJFyFUuowGr0EciGM{x`%a1y6+2Ip`d7jX$!a23~a1GjJ+cX1C7@DPvj1kdmsFYyX* z@D}g!0iW<0U-1n;@DsoB2LWdNB_IMJFoGf&LLekUBMibJJR%|zq97`wBL-q2HsT^4 z5+ETGBMFirIZ`4O(jYC;BLgxaGqNHZav&#iBMYy&_qX8PBF`A+oTA(FbqYc`jJvyQjx}Yn%qX&ASH~OL<24EltV+e*} zI7VU=#$YVQV*(~&GNxi0W?&{}V-DtFJ{DpTmS8ECV+B@WHU7m~tj7jy!e(s6HtfJo z?8YAK!+spZAsoR`9LEWq!fBkvIb6U+T*eh#!*$%mE!@Ff+{Xhv!eczeGrYh{yv7^6 z!+U(hCw#$Ie8&&`!f*VC0JHz{4+0?wf+9FVAQVC)EW#lIA|f)PAR3}0CSoBD;vzm0 zAQ2KHDUu-tQX)0dARW>pBQhZivLZWjAQy5YFY=)P3ZgKIpcsmyBub$S%A!0fpb{#h zDypFdYN9skpdRX@AsV3xnxZ*cpcPu9E!v?2I-)bWpc}fQCwid|`l3GuU=RjlD28DK zMq)I^U>wF{A|_!9reZo~U>0U$F6LnY7Gg1$U>TNUC01b#{>3`1$3|?z7Hq|K?7%MU z#$N2h0UX3(9KkUh$4Q*R8Jxv=T)-t<##LOy4cx?S+`&EE$3r~A6FkLpyud5G##_9@ z2Yke5e8D$-$4~siAN+@abN=!V0wV~5Avi)J6v7}Z!XpAAAu^&O8e$+OVj~XXAwCi! z5t1M&k|PCDAvMw>9Wo#zG9wGJAvp)iV~7)qcdN}~+Qp*$+05~`po zs-p&Kp*HHG9vYw_8lwrCp*dQj722RJ+M@$Hp)R;u5alDz4)OZs9iW;vOF0As*uip5ZxO;uYTDE#Bh; zKH)RI;v0V8Cw}7(0?hqOKm(LKtd!& z5+p-%q(myDL0Y6o24q5JWJNaQKu+XF9^^xQ6ht8uK~WS(36w%9L&RfEW{!#!BQ;83ar9v{EM|%j}6#_&De@<*nyqcjXl_h z{Wyq2ID(@%juSYA(>RNBxPXhej4QZ?>$r(qxP!a6j|X^!$9Rfoc!8IAjW>9Q_xOlU z_=2zajvx4i-}ny!=KbX#1VRu5MR0^bD1=5>ghK>GL}WxkG(<;C#6ldzMSLVcA|ysq zBtr_ML~5i#I;2NNWI`5XMRw#sF62gDyu~|w zz(;(>7ktBa{KPN(!G8!i|1bX_FoGZ$f+HkCAq>JIJR%?xA|ooIAqHY1HsT;2;v*pv zAqkQqIZ_}MQX?(WApq(ypUKqh2HR%AmCs}6h(2AKq-_)S(HNsR77P|K{ZrI zP1Hgi)J1(XKqE9pQ#3;hv_xyPK|8cZM|46LbVYacKri%0U-ZKO48&jz!7vQRNQ}Z5 zjKz3Nz$8q@R7}GR%*1TW!92{zLM*}(EX8uHz$&c9zgUa)*nmygjIG#)9oUK8*n@r8 zkApabBRGoVIDu0*jk7q13%H2OxPoiAj+?lJJGhJccz{QEjHh^p7kG)+c!PI%kB|6- zFZhb@_<>*ejsFl};a~niAOt~B1V;#jLTH3VI7C21L`D=uLv+MMEW|-v#76=oLSiIE zGNeFCq(&N~LwaOHCS*ZYWJeC& z)J7fDLwz(vBQ!x%G)D`xLTj`|J9I!tbVe6+LwEEltDR^M@3XZ6;wra)IcrN zMqSiH12jZqG(j^oM@zIq8?;4xbU-I`Mptx05A;ND^g%!L$3P6i5Ddj|jKC<2##oHQ z1Wd$aOu;lv$4tz^9L&XhEWjcx#!@W93arFxtif8W!v<``W^BPWY{yRQ!XE6!ejLCd z9L7-`!wHw#Z~Q@k#eWHiKnRSW2!;>{iO>jxa0rixh=eGJis*=eScr|dh=&A7h{Q;OWJr#b zNQE>=i}c8VOvsF^$c7xqiQLG8e8`W2D1;&?isC4NQYekGD2EEDh{~vfYN(EysD(PH zi~4AQMre$tXoePOiPmU?c4&`|=!7olitgxvUg(X!=!XFqh`|_wVHl2)7=vG0h_QHTd@s0uoJtn2m7!e2XP2T za1_UJ0;g~qXK@Y}a1obr1=nyLH*pJha2NOS0FUq(Pw@;d@Di`_2Ji45AMpua@D<OIkBhj3E4Yg5xPe=^jk~yq2Y86bc!Fnmj+c0aH+YNp_<&FN zjIa2HANYyi_=5mT{}K>^5Ewxb3?UE_p%Dh*5FQZ`2~iLg(Gdf&5F2q34+)SEiID`! zkQ^zI3TcoQ>5&1MkQrH#4LOh#xseC?kRJt62t`m7#ZdyKP#R@X4i!)ll~D!NP#rZ< z3w2Nz_0a&0&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag|gE0idFdQQ>3S%%9 z<1qn~Fd0)Z4KpwkvoQzrFdqxC2urXO%drBhup0kjE!JZLHeoZiVjFf~Cw5~G_F+E` z;t-DDD30ReS zsgN3Jkq#M<5t)$%*^nJMkqdc{7x_^Dg-{qpQ4A$e5~WcFr+F$hC26vHtBqc9p{F%A3M4JFyFUuowGr0EciG zM{x`%a1y6+2Ip`d7jX$!a23~a1GjJ+cX1C7@DPvj1kdmsFYyX*@D}g!0iW<0U-1n; z@DsoB2LV?6B_IO*rAy1ee|7Z^stS$}2!+rHi*Sg5h=`0Rh=%BhiCBn(xQLGgNQA^l zieyNElt_&ifX8V zny8IBsE7J!h(>6Frf7~9Xoc2ji+1RMj_8ao=!Wj-iC*Y~zUYqu7=*zXieVUmkr<6J z7>Dtgh)I}&shEx#n1$Jxi+Napg;WO+h8T#6*ocF8h>wIwgd|9c zgh7u@=(kO#+D36M$ges_t>ZpNQ zsExX)hX!bf#%O|OXpWX>g*Ir5_UM34=!~xDh92mN-sppV=#POIgdrG;;TVBY7>%(Q zhY6U7$(Vv^n2wp4g*lju`B;EOSd67uh80+e)mVeISceVRh|So7ZP<>T*o8gVi~Tr& zLpY41IEE8AiPJcPb2yKSxP&XXitD(6Teyw8xQ7RLh{t$>XLyd6c!f83i}(0|Pxy?l z_=X?&iQo8x0IU8I5P=XFK@kig5E7vg2H_AM5fKSd5Eao81F;YraS;y*kPwNH1j&#b zDUk|kkQV8Y0hy2)S&c0;NzIWl;_lP!W|;1=Ua;|8sB; zL1SP`7(ip&6Ki4{6Wg|J+qUgwV%xTD+s?$!`_JpesjhE%7q@!R)iqHIbx;@e(EyFm z7){X(EzlCJ(FX0%9v#sMUC8B;M0 zGcXggF$eSTFBV`S7GnvPVL4V}71m%a)?))UVKcU38+KqPc4H6rVLuMy5RTv|j^hMQ z;WWO7Vh9K?&AR-;W3`#8D8KeUgHhk;Xi!9M|{Q?e8YGA#4r3o zpj80`K~Mxo2!ujtghe<+Ktx1F6huRG#6&E_MjXULd?Z97BtcRnLvo}ifX8Vny8IBsE7J!h(>6F zrf7~9Xoc2ji+1RMj_8ao=!Wj-iC*Y~zUYqu7=*zXieVUmkr<6J7>Dtgh)I}&shEx# zn1$Jxi+Pxj1z3c|Sc+v>ft6T|HCTuB*oaNog00w&9oU84*o%EQfP*-UBRGcRIEhm@ zgR?k~3%G>KxQc7Ift$FEJGh7Yc!)=Mf~R z9L&SNSb&9Cj3roxRNB zxPXhej4QZ?>$r(qxP!a6j|X^!$9Rfoc!8IAjW>9Q|L_4H@flz64d3w-zwifv)&>v+ zK@l7w5DK9Y7U2*95fK?t5Dn206R{8*aS#vjkr0WH1WAz$$&nJNkOpay9vP4cnUNLQ zkOMi98~-3L@}U3c7LN}&wOqC6^~5-OuAs-XsIqBiQF9_phZ8lefAqB&Zi z6dZ7>cqCW;;5C&r?hG7IoVl>8J9L8fJCSeMuVmfAE7G`5E z=3zb-U=bE$DVAXcR$?{QU>(+DBQ{|RwqiSWU>9~{FZSU84&pG5;24hMBu?QB&f+{S z;1Vw5Dz4!MZsIoX;2!SdAs*ogp5i%P;1youE#BchKHw8R<14=52Y%u={vhzW0D>SG zf+HkCAq>JIJR%?xA|ooIAqHaNFT_S%#6tokL}Dbt-$;fONQu-)gLFubjL3v6$cpU9 zfn3OqJjjduD1bsJjG`!p5-5q%D1&k+kBX>-DyWL;sDWCjjk>6Z255-JXo6;Fj+SVJ zHfW3X=zvb>jIQX09_WeQ=!1UfkAWD3AsC9`7=ck3jjghK>GL}WxkG(<;C#6oPuK|I7qLL@>GBtw!YG1bD2|dSg)%6M@~D7HsEn$ph8n1e+NgtisE>wdgeGW;=4gRdXpOdL zhYsk7&gg<}=#HM~g+Azu{uqEk7>uD9h7lNv(HMhq7>|jVgejPc>6n38n2ouZhxu55 zMOcibScVl?iPczxby$y$*n}phJIE6Dfi}SdEOSp`y zxP}|JiQBk?d$^B>c!Vc-isyKNS9p!Lc!&4+fKT|0ulR-^_=(^6gTNaD2!db;j*tk2 zFbIqAh=53ljHrl)7>J3#5F2q34+)SEiID_Y^SRpdlKg37VlfTA~%&pe@>? z13IBIx}qC;peK5x5Bi}$24WC~U?_%T1V&*r#$p^MU?L`C3Z`K?W?~lRU@rc}d@RHw zEWuJN#|o^%YOKXNY`{ir#ujYDcI?D1?7?2_#{nF|VI0LVoWMz(#u=Q$d0fOLT)|ab z#|_-VZQR8@JitRd#uGflbG*bWyun-ihxho1Pxykb_>Ld=h2IFYDS*HTieLzVkO+-1 z2#4^9h)9TnsECdjh=sop2XPS}36KbhkraO;IZ_}MQX?(WApBuvIsOv4P!#B9vLJp79VSct_~ zf@N5al~{!}Sc~=8fKAwpt=NVg*ooZ%1YEw^qu+=9IEX_yf}=Q&6F7y_IE!<*fQz_{ zE4YU1xQSc1gS)to2Y7_Xc#3CuftPrVH+YBt@Btt38DH=X-|-W_@CSi52M`275gZ{9 z3ZW4e;Sd245gAbs4bc%3u@D<^5D)Q@5Q&fkNs$c6krJtp25FHV8ITE?krmmH138f! z{~#~&p#Tb^Fp8iUilZb-p$y8RJSw0PDx)f@p$2NAHtL`r>Z2hVp$VFzIa;6VI%Z%NW@9eqVLldM z5f)=9mSF`}Vl~!a9oAzbHen04Vmo$V7j|PW_Tc~y;xLZj7>?s4PT>sB;yfA&itNaNT*!?) z$cy|afI=vYq9}$ED2dW2gK{X3il~GtsEX>Sfm*1Ix~PW+Xo$vWf@WxrmS}}GXp8pf zfKKR)uIPpy=!xFwgMR3bff$4#7>eN-fl(NZu^5L5n25=kf@zqJnV5w+n2Ucg9}BSv zORyBnu>z~G8f&o*8?X_Zu?5?(9XqiLd$1S#aR7&K7)NmoCvXy{aR%pb9v5*5S8x^A zaRaw-8+UOJ5AYC=@dVHC953+-Z}1lX;XOX$6TaXpzT*de;Wq+p4InUrA{as-Btjz$ z!XZ2&A`+q?DxxC>V&N~uL0rT~0wh9WB*ouIjuc3R)JThT$bgK8A z5BX6Lg-`@VQ5+>u3Z+pNg4(-tq zozMkc(H%X|3%$`7{V)InF&INI48t)Jqc8?zF&+~z36n7u(=Y=wF&lF*5C38T7Gg1$ zU>TNUC01b#)?z(2U=ucDE4E<=c49a7U?2A5AP(UOj^a2@;1o{dEY9HqF5)t-;2N&u zCT`&l?&3Zk;1M3q(ypUKqh2HR%AmCWD1u@rj*=*aGAN7ksDMhSjH;-H8mNidsDpZ_kA`T3CTNQ0Xn|H}jkaiq4(N!^ z=z?zOj-Kd+KIn`77=S?-jG-8Y5g3Wl7=v*bkBOLsDVU1sn1NZCjk%bI`B;EOSd67u zh80+e)mVddSdWd^ge};L?bv}`*p0o|hXXi>!#ILtIF6Gzg)=yd^SFRZxQwf~h8wtv z+qi>!xQ~Z;geQ24=Xilvc#XGshxhn^Pxy?l_=X?&iQo8xz}o`|f?x=akO+k^2#fHD zfJlgpsECFbh>5=t8*vd236KzpkpzDu8B!o6QX>u0Aw4o86S5#HvLgp_Avf|MFY==R z3ZXEHq8Lh`Bub+U%Aq_eq7tg0DypLfYN0mjq8=KcAsV9znxQ#bq7~YpE!v|4I-xVV zq8oakCwij~`k_AtVi1O4D28JMMqxC@VjL!5A|_)BreQi}Vix9LF8;-QEW{!#!BQ;8 z3ar9vti?KPz(#Dw7Hq?I?8GkY!Cvgg0UW|%9K|u5z)76O8Jxp;T*M_@!Bt$x4cx+Q z+{HaSz(YL76FkFnyu>TK!CU-?_xOlU_=2zajvx4i-w3oLfWQcfUjSDg})F7aSBPVjf);Kk*BH5NKxrK@b$d5dxtQ8etI*5fBlP z5e3l@9WfCLu@MLH5FZJV2uY9>$&ef=kqT*$7U_`znUEP-kqtSJ6S?sZ@**D!pdbpP z2#TRNN}?3Xpe)Lx0xF?0s-hZdpeAag4(g#k8ln-JpedT81zMps+M*pgpd&h?3%a2@ zdZHKlpfCDk00v<&hGG~-U?fIk48~zRCSnq%U@E3#24-P4=3*Y^V*wUnF_vN(R$wJo zV-40}JvL$!wqPr^V+VF&H}+y54&WdT;|Px7I8Nde&fqN0;{q<>GOpqpZr~(LKtd!&68w#1NP(0{jWkGy^vH-z$bziMjvUB^+{lBx$d3Xjgu*C_ zVkm)uY z=#4(;hyECdK^TIe7>*Gbh0z#`ahQOKn2afyhUu7zS(t;l_!slB5R0$`OR*d)unMcO z7VEG98?hN%unpU>6T7end$At}a0rKS6vuD^Cvh5Qa1Q5j5tncUS8*LTa0|C_7x(Z0 z5AhgJ@C?uK60h(EZ}A`A<0C%d3%=qze&82=Bhc;u0wXAbAp}AqG{PVp!XqLgAqt`* zI$|Ie{z4qYMSLVcA|ysq{Eg&DfmBG1v`B{x$cW6yf^5i+oXCZLkO%pY9|cheMNkyQ zQ39n<8f8%q6;KhCQ3cgd9W_x4bx;@e(EyFm7){X(EzlCJ(FX0%9v#sMUC8B;M0GcXggF$eSTFBV`S7GnvPVL4V}71m%a z)?))UVKcU38+KqPc4H6rVLuMy5RTv|j^hMQ;WWO7Vh9K?&AR- z;W3`#8D8KeUgHhk;Xi!9M|{Q?e8YGA#4r3opgjQuK~Mxo2!ujtghe<+Ktx1F6huRG z#6&E_MjXULd?Z97BtcRnLvo}ifX8Vny8IBsE7J!h(>6Frf7~9Xoc2ji+1RMj_8ao=!Wj-iC*Y~ zzUYqu7=*zXieVUmkr<6J7>Dtgh)I}&shEx#n1$Jxi+Pxj1z3c|Sc+v>ft6T|HCTuB z*oaNog00w&9oU84*o%EQfP*-UBRGcRIEhm@gR?k~3%G>KxQc7Ift$FEJGh7Yc!)=M zf~RGp+jGzdH5D1CT2!n74kBEqbD2R&ah=Ex6 z3vmz^@sR+DkQhnvH!w&4kZtTH6?8iYI!Vw(Bah$*@oW@z4!v$Q#Wn95ET*pn^!X4bjeLTP; zJjPQz!wbB`YrMfb{D%+th|l5QR|$#ZVk2 zQ3_>H7UfX^l~5T~Q4KXv6SYwX^-v!T(Fje@6wT2BtTvoITTF%R>x0E@5~OR)?quoA1W2J5gM z8?gynuoc^}1G}&rd$A7(a1e)a1jle3CvggAa2Drr0he$YS8)wDa1*z22lsFv5Ag_3 z@D$JS0p46IE^znhx53IOSpooxQ-jRh1GBtw!YG1b zD2|dSg)%6M@~D7HsEn$ph8n1e+NgtisE>wdgeGW;=4gRdXpOdLhYsk7&gg<}=#HM~ zg+Azu{uqEk7>uD9h7lNv(HMhq7>|jVgejPc>6n38n2ouZhxu55MOcibScVl?iPczx zby$y$*n}phJIE6Dfi}SdEOSp`yxP}|JiQBk?d$^B> zc!Vc-isyKNS9p!Lc!&4+fKT|0ulR-^_=(^6gTRLZ2!db;j*tk2FbIqAh=53ljHrl) z7>J3#5F2q34+)SEiID_Y^SRpdlKg37VlfTA~%&pe@>?13IBIx}qC;peK5x z5Bi}$24WC~U?_%T1V&*r#$p^MU?L`C3Z`K?W?~lRU@rc}d@RHwEWuJN#|o^%YOKXN zY`{ir#ujYDcI?D1?7?2_#{nF|VI0LVoWMz(#u=Q$d0fOLT)|ab#|_-VZQR8@JitRd z#uGflbG*bWyun-ihxho1Pxykb_>Ld=h2IEtIDo(iieLzVkO+-12#4^9h)9TnsECdj zh=sop2XPS}36KbhkraO;IZ_}MQX?(WApBuvIsOv4P!#B9vLJp79VSct_~f@N5al~{!}Sc~=8 zfKAwpt=NVg*oocPgMHYKgE)jEIEv#qfm1k*vp9zfxQNTRf@`>ro4AELxQqLEfJbM@de-T9Y664e-P+M06`EG!4U$X5E@|-4iOL$kr4&a5FIfQ z3$YOg@em&gkqAkU6v>brDUk|kkQV8Y0hy2)S&$jI7*@v z%AhRDqXH_SGOD5)YM>@+qYmn!J{qDCnxH9~qXk-_HQJ&bI-nyuqYJvBJ9?rQ`k*iR zV*mzWFot3nMqngHV+_V&JSJiireG?jV+LknHs)d;=3@aCVKJ6s8CGB=R$~p;VLdit z6SiP0wqpl&VK??-9}eIk4&w-p;W$p>6wcr*&f@|u;WDn`8gAewZsQK_;XWSX5uV^F zp5p~x;Wggk9p2*uKH)RI;v0V8Cw}7(0v`<^2!bIvLLwBxAS}Wo0wN(Yq9Ph%ASV7o zY{W%8BtSwWMiTsuWJrOONR2c|hxEvZOvr+)$c`Myh1|%4yvUCND1^c&iee~%k|>Qb zD2MW>h)Sq}s;G_{sD;|7i+X5)hG>i?Xolu!iB@QXwrGzI=!DMbif-tEp6HD}=!gCo zh(Q>Fp%{)47=_Uoi*cBMiI|Kjn1<vF0UNOy zTd)n=u@k$n2Yay}2XF|7aTLdJ0w-}AXK)VZaS@kr1y^w$H*gELaToXS01xpPPw))S z@e;4_25<2n-s2-a;S0XvJAU97ek0Ja00JW@f*}M#A~eDv9Ks_aA|VQ*B06Fq7XCsU z#6^50Kq4eYQv8kNNP$#HjkHLI49JMg$bxLhj-1Gae~<_HkRJt62t`m7#ZdyKP#R@X z4i!)ll~D!NP#rZ<3w2Nz_0a&0&=^h83@y+StkJp30=??-O&TR&>MZx4+Ag| zgE0idFdQQ>3S%%9<1qn~Fd0)Z4KpwkvoQzr@Gll%Ar@l^mSH(oVine4E!JZLHeoZi zVjFf~Cw5~G_F+E`;t-DDD30R7ktBa{KPN(L7?LS1VK;)M+k&MXoN*LL_kDDMifLtbi_m~#6}#% zLwqDeA|ydlBtvqfL@J~~TBJt?WI|?SMKPUOZv$cua^fPyHDA}EI9D2Y-igR&@( z3aEt2sETT+ftsj|I;e;GXoyB=f~IJW7HEamXp45}fR5;lF6f5t=!stFgTCmG0T_hA z7>Z#Sfsq)EF&KyOn21T3f~lB}8JLCHn2ULsj|EtS#aN1ESb>#TjWt+@_1K6_*n+Lt zjvd&A-PntLIDmsVj3YRP<2Z>^ID@k|j|;ej%eabbxPhCvjXSu9`*?^)c!H;Rju&`^ z*LaI}c#jYGgwObjZ}@?q_>DgZd?J7#2!`MYiBJfGun3O`h=j<9ifD*|nD`5^5f|~0 z011&8N$@w4Aq7$*HPRp*(jy}>Aq%o1J8~cwaw8A&B0mbC5DKFxilGEbqBP2&9Ll32 zDxnIhqB?4z7HXp|>Y)J|qA{AF8JeRdTA>ZvqCGmG6FQ?Sx}gVpqBr`WANpe;24M(> zVmL-%6h>n##$f^`Vlt*+8m40=W?>HI;$O_iLM*}(EX8uHz$&c9TCBqcY{X`4!8UBi zPVB-S?8SZ@z#$yQQ5?ewoWyCI!8x4AMO?xaT*Y!81I^OT5Ax zyv2WbkB|6-FZhb@_<>*ejX);@2#lZzh7bse&_zQ6m7x9q* ziI5mc@i&qq1yUh3(jpx)AR{s(3$h_Qav~T0K_28oeiTF@6hToGM+uZdX_Q4dR6s>k zMio>;b<{*H)InX;M*}oMV>CrGv_MO=MjNz4dvru6bU{~iM-TKuZ}de!48TAP#t;m{ zaE!z#jKNrp#{^8mWK6|0%)m^{#vIJUzgU2USd1lDhUHj^Rak?ySdR_Zgw5EBZPVATeyR}xQ_>TgvWS_XLx~^c#SuB zhyU;aAMqJq@D1Pb6Tk2WfldVw1VIrTArK0o5fwF{A|_!9reZo~U>0U$F6LoA7GMz;V=0zl1y*7;)?gjhVBF zV=wmM01o0Xj^G%M<0MYu49?;_F5nU_<0`J<25#au?%*Eo;~^g537+CPUf>m8<1OCd zJwD(QKI1FC;Rk-=H~t{-=>UQt7=j}tLLm&oB0M4>5+Wliq9F!i;xEKTT*N~HBt&8) z!QV)R6iA8GNP~1pkBrEKEXa!N$bnqQjXcPU{3w7zD2$>gh7u@=(kO#+D36M$ges_t z>ZpNQsExX)hX!bf#%O|OXpWX>g*Ir5_UM34=!~xDh92mN-sppV=#POIgdrG;;TVBY z7>%(QhY6U7$(Vv^n2wp4g*ljue=#2mu?S1B6w9#!tFRhtu?`!s5u33E+prxwu?u^! z7yEGlhj182aSSJL5~pzn=WreuaS2y&71wbCw{RPGaSsph5RdT$&+r^C@d|J77XRTr zKH?L;;48l42Y%r<0-XsUFoGf&LLekUBMibJJR%|zq97`wBL-sOFT_Dy#76=oLSiJv z-$;%WNQKl$i*(3c7LN}&wOqC6^~ z5-OuAs-XsIqBiQF9_phZ8lefAqB&Zi6dZ7>cqCW;;5C&r? zhG7IoVl>8J9L8fJCSeMuVmfAE7G`5E=3zb-U=bE$X#ibXE(_3uuMn-mYOKXNY`{ir z#ujYDcI?D1?7?2_#{nF|VI0LVoWMz(#u=Q$d0fOLT)|ab#|_-VZQR8@JitRd#uGfl zbG*bWyun-ihxho1Pxykb_>Ld=h2IEtHh{ngieLzVkO+-12#4^9h)9TnsECdjh=sop z2XPS}36KbhkraO;IZ_}MQX?(WApBuvIsOv4P!#B9vLJp79VSct_~f@N5al~{!}Sc~=8fKAwp zt=NVg*oocPgMHYKgE)jEIEv#qfm1k*vp9zfxQNTRf@`>ro4AELxQqLEfJbM@de-T9Y664e-P+g06`EG!4U$X5E@|-4iOL$kr4&a5FIfQ3$YOg z@em&gkqAkU6v>brDUk|kkQV8Y0hy2)S&$jI7*@v%AhRD zqXH_SGOD5)YM>@+qYmn!J{qDCnxH9~qXk-_HQJ&bI-nyuqYJvBJ9?rQ`k*iRV*mzW zFot3nMqngHV+_V&JSJiireG?jV+LknHs)d;=3@aCVKJ6s8CGB=R$~p;VLdit6SiP0 zwqpl&VK??-9}eIk4&w-p;W$p>6wcr*&f@|u;WDn`8gAewZsQK_;XWSX5uV^Fp5p~x z;Wggk9p2*uKH)RI;v0V8Cw}7(0-p~c2!bIvLLwBxAS}Wo0wN(Yq9Ph%ASV7oY{W%8 zBtSwWMiTsuWJrOONR2c|hxEvZOvr+)$c`Myh1|%4yvUCND1^c&iee~%k|>QbD2MW> zh)Sq}s;G_{sD;|7i+X5)hG>i?Xolu!iB@QXwrGzI=!DMbif-tEp6HD}=!gCoh(Q>F zp%{)47=_Uoi*cBMiI|Kjn1<vF0UNOyTd)n= zu@k$n2Yay}2XF|7aTLdJ0w-}AXK)VZaS@kr1y^w$H*gELaToXSAb>6{9|mZQeJpy4 zXLx~^c#SuBhyU;aAMqJq@D1Pb6Tk2Wfi46P1VIrTArK0o5fwF{A|_!9reZo~U>0U$F6LoA7GMz;V=0zl1y*7;)?gjhVBFV=wmM01o0Xj^G%M<0MYu49?;_F5nU_<0`J<25#au?%*Eo;~^g537+CP zUf>m8<1OCdJwD(QKI1FC;Rk-=H~t{-#Q=gJ7=j}tLLm&oB0M4>5+Wliq9F!i;xEKT zT*N~HBt&8)!QV)R6iA8GNP~1pkBrEKEXa!N$bnqQjXcPU{3w7zD2$>gh7u@=(kO#+ zD36M$ges_t>ZpNQsExX)hX!bf#sPF`*(5+8VKY%nv_f07Lq~K%S9C*9^g>_s!$1te zPz=LJjKWxq!$eHNR7}H6%)(sE!vZYC5-i0Eti&3u#d>VOW^BQB?7%MU#y;%FK^($S z9K%VR!daZdMO?yFT*FP=!d=|MLp;J$Ji|-8!dtw<2YkdAe8ms^#2*B@6hKe}Lr8=| zScF4FL_$OF+sVF&8AT`n;Ju)B@G9w$ZBNuWbFY=)v z3ZW>9p(IM7EXtuGDxoT>p(bjfF6yBn8lfqgp(R?OE!v?YI-x7Np(lEw5Bg#N24Vmk$7j|PG_TwN9;V6#b zBu?Qh&fy|1;VQ1-CT`&_?%^RG;VGWsC0^kz-r)m2;tRgw2Y%uY0$mOuD1sp*LLn@| zAp#;I3ZfzgVj?!;ARgi)Arc`8k|H@$AQe(0Ez%(aG9nAIB0F**7jh#H@}d9=q6mtj z1WKYb%AhYzRvpb;9Q8JeRNTB9A>qZ2x#8@i(xdZRD;VE_hV2!>(= zMq&)cVge>&3Z`NPW?~NJVm=mNF_vICR$w*OU_CZqGqzwmc3?O5U?2A5AP(Uuj^QLu z;VjPKA}--7uHhzb;V$msAs*o=p5Y~4;Vs_b13uylzTyXd;tv8{2_Oi9A_PJr48kG; zA|eW+A_ih2HsT;Y5+E^>AQ_S)6;dM|(jyZxBO9_K7jh#n@}VFKp(u)>Bub$y%Aq1E zp(?7OCTgKB>Y*VTp(&c71zMsF+M)wGqBFXnJ9?lu`k+4sU@(SYI7VPJ#$Y@qU^1p) z8m40wW@8@y#X>B?QY^zttil?s#RhD|7Hq{1?8I*D!9MKAAsogr9LFh~#yOnFC0xce zT*ock#y#A}Lp;J0JjDyV#2dWDdwjrWe8G48z;FCPkgEX%MF@mM7=%RxL_`!sMGVA5 zY{Wr)BtT*$K{6yqDx^j_q(>%XMmA(eF62gDIEAw~hl{v`tGI@nxP`m8hlhBC zr+9{!c!jrkhY$FOFZhZd_=!IVbS;3O2!@adg|G;Rh=_!!h=!Pmg*b?d1W1S^NQ&f0 zfz(KY^vHnB$b#(1f!z29`H&xlP#DEf9Hmeigy)1k14ktFZ>_ zu>qU01>3M4yRaMkupftT7{_oNr*InQa2}U%8P{+fw{RQxa37EG7|-w=FYyX*@eUvG z5nu2XKkyTO5a@aUK@kig5ei`u4iOOvQ4tL>5EHQx2k{UeiI5n7BNY+Xwp)s1FIa;AL+Mzu5vhbkQLdG6SSg-{g5P!gq37UfV8 zl~5JcP!qLK7xmB(jnEX$&=RfC7VXdxozNBC&=bAT7yU30gD@1sFcPCM7UM7xlQ0$2 zFcY&d7xSvcx25Yea8?gmju^l_G8+))H2XGiia2zLa8fS1G7jPL@a2+>r z8+ULY5AYaI@EkAj8gK9p|KTG(;VZu3Cw?K&tpEZe7=j}dLL(f)BN8Gb8loc>{z4qY zMFJ#55+p@(q(EwZpO*sDt`w zfW~No=4gS|XoL3Xfd5r=Ur{<(T^N9)_b%EbL{CPHAjYr9=p{t&y$?niqxar>NDxFX zF`~qX9uk6tgeW0K^xm1#!v8%N=UHdHYhUiQFZRVb{SbwL7=)o1hLISBu^5Mmn1rdA zhMAa!x%d)a;cG0yH&}{qu>vcx25a#hHsE_~!dCo%?f4P9up9gE6Mn`o_!Woo8-B+h z_!EEO6wcyr{DTYl7ng7q*KiZJa2NOR5RdQ_&+r^C@EZT&o!9^gkQhmj94U|*X^ zBQ!-bv_vbkMLTpvCv-(O^gvJaMju3?9|m9`24e_@V+2NH48~&uCSwYwV+Lkp4(4G# z7GNP3V+p>+GOWZZti?KPKr}XCGk(A}{D>XcjXn4Y`|%47;xLZjcO1i?IDu0*jlXdY z7Z8g}xQuJKj$62md$^BBc#LO=!wbB`Yy5|IE(S<|#7KhVNP*NygY?LN%y<{skR3sI z54rFG@**D!pdf-#2q7qfVknMKltgKiL3va_7%HJEs-Y%op$_VzJ{q7gnxHvapf%c{ zJvyK>x*#0g5rJOli%9gx01Ukc~n3cDxoT>p(bjf4(g&l8lW+npgCHgHQJy(I-oPUAROHh zfnMl~Nc6`548{-)!*GnmD2&B8OvEHi#Wc*sEX>81n2)cp5R0$`OR*d)uo`Qy9^YXj zzQ-19MGUrMCw5^k_Td12#v%NQqxcQS@dr-gFPyTK!CNG}6d)0jA{kO571AOdG9nYQAS<#X2i`|cbGNxfVW??qI#5{bB1^5Pw@hz5NC01c=fWS{O>)baW8k?{gKVTbv#18Dn9{hy; z_yq@X7)S6sj^R(7z$u)@-#CX0h{Yvb#x-2WE!@UE+{Yt4#xum>1zzGmyg`C10TLn! zk|G6CA`Q|a12W=WWI=Z1!28IF+{lCcD1eU;jKT;(Q4~W7grXEmqa4bkBEnDwRZ$%^ zP#d4)3)DkHG(uA}Lrb(mTeL$*bV65jLl5*sZ}dSwL}361VhDy}1V&;E#$o~{Vlt*+ zI%Z%t=3pM?V*wUoF_vH%mSZJWVJ+5S1ER4Bo3Rx?AO_p913R$?d$At}a1e)Z1V?cU z$8iEDaT;gvH_qV#VsQzVaShjT3%79(_wf*q@D$JR953)1|KTm(xf&o55+fOsBNb93 z9nvEcG9wGJA_szy6SHt{ET1lD-Po~{Ek2HC;q}I zoWpdRX@AsV46 znxQ3Hp)J~>BRZigx}gVpqBr`WAEGc2gD@1sFajen24gV+6EOu-F#|I(2XiqWUtu8@ zVF{LEIaXjb)?gjhBN`jA8C$RoG1!5f*n_>;j{`V}LpXw?IELdmfs;6mGdPFyh{Z)* z#uZ%04cx{Z+{Xhv#uLOL9xw3=iwww!caa6zkpu4|CvqbX z@*zJy#7FoTh4BfB;!~8s|4<5LQ4XJ>A}XT_s-p&K<8yq0dT5A7Xo_ZNiB@QfcIb#s z=!$OWfu87%KIn%i48$M|#W0M-D2&B8OvEHi#Wc*sEX>81_zGWR5x&7ve2W!Wi8WY@ z@2~;iV-vRG2W-cW*oEELhoA5>e!;IejNkA({=lF33#V`vf8!rqz(xFvE4YdqxQRQs ziwAg!CwPi@JjW}%##_8|BS0b~MlvKvDx^j_q(>%XMpk4)5Z*&Be1N>jhl2PJh43+o z;1d+brzna4p$y8R0zN|}R7N#aM=jJwU3`HCXox0giWX>zHfW0u=!h=pitgxvUg(WT z^uquQ#1IU{2#mxSjKu^@#1u@$49vtF%*A|sg@sszC0L5(Sb^18gZ20h8}U81U@Ky< z9XqiLd$A7(@G}nKR~*4n9K&&(z)76O8Jxp;#Nr|@;|i|h25#dH?&AR-;|byrkC%9b zH+YMLHv=R>QY1r4q(WMxLq=pm7Gy;Z1R*DKArJDR016@)g%E-wD2Cz)MM;!K8I(r_ zgrO3uq8e(V7V4lb>Z1V~qY0X$1zMvG+M@$HqYJ{(9TDh-zKBGB48ULv!ElVgXpF&l zOu%GJ!F0^PY|Ozt%*O&O#9}PLGAzd`tj0R5M>IBKGqzwGVz2`{u?Ksx9|v#{hj0W( zaSX?C0w-}AXK)VZ5sQnsj4QZ~8@P=-xQ_>Tj3c!Re{a63RkBtcT7KuV-RT4X>*yo)TzjvRO&IguNA zkRJu`5rR<|At;JsD1lIvLTQvkc~nFgs-P-rpe8;?9n?d8G(uxELvyr3YqUdqbV6rz zLpXXO0)5aIQRt6>7=)o1hLISBu^5Mmn1rdAhMAa!x%d)a;cG0yH&}{qu>vcx8f&l~ z-(e%Z#};fw47Ot@c405}VLuMwAP(UOj^Y@O;{;CPG|u20&Lb8VaT!-|9XD_rcW@sM z@EA`Jhj_fiE4;y5B)k(K5t1M&QXnPLAT2T=Bi=<8WJeCXkDSPjJjjm%_z1x$j1Uw> zF_b_kN})8$q8vU$MN~p%R6}*tLT%K=7ifTnXo99_ftF~4w&;M4=z^~3jvnZR-iSm$ z48TAP!BC9ANQ}W)Ou$4;!Bot^Ow7St%*R()h(%a}rC5#?ScTPCi*?w5Xnc=N*n+Ky z!FKG#F6_lV9Kg>wgkNzKzu`Fkz)AdtGdPR$_y-s9FRtJ!Zr~>F;4U8EA)eqV;_)1> z@EULN&fNfskQm939I22RX^{>YkqKFl6*&-u_mLC1kq7xv03RV3g%N_HD25UUMJbd< zIh035grN$mq6TW>bJRgS)JG#UMl&==E3`&Cv_~g&MmL0`CnC@XeG!HJ7=*zXhT#~6 z(HMvEn1soghUu7v+4vIk@HH0T8!X1RSca8Yg|%3R4T#1jY{n1Rh99v5yRip9VLyJs zK^(>r{ElPz6DM#Ar|~z=;R0fD372sV*KrHCaS!+L2#@g$ad?53_z!Q8;9h`)NP?tD zfs{ytv`CK($b`(uifjnNd&q?kkQez-5Fa8Kg%E-wD2Cz)MM;!K8I(r_grO3uq8e(V z7V4lb>Y+Xwp)s1FIa;AL+MzuB2n1`>i0N-FSzQr=E#44=CI&45RHeoY4|sElf;j#{XVy7&SO z&=5_~6fMvaZO|4S&=FnG72VMTz0ezx=!XFqh#?q?5g3Uv7>n_kfXSGG>6n4pn1gwk zj|EtW#aM!6SdLX#jdfU$Xl%r0Y{53fU?rvPU1Aq;2h2) z78h|DS8yFSa2t1U9}n;tPY{QAyu>TK!CNGJ5FinfA{kO571AOdG9nYQAS-ep2sx1p zd5{+cP!Pc=gb)-#F%(B=fT-}20lk4!N>m1AQ63dg5n-r|DyW9)sEJzm9Ch#o>Y)J| zqA{AF8JeRdTA>ZvqCGmG6FQ?Sx}iIIAOgM62Yt~GQ5b-M7>pqphT#~AQ5b`<7>@~< zgvpqSX_$eTn2kC367%pCzQ#f^hG41&>sUa2tzOw!!ZJ*FdAbq z4ihjDlQ9L;FdZ{73v)0R^DrM@V*wW78!W+6EW>iF#44=8TCB%+h{i^2!e(s64~W5b z?7&X!#vbg$PdI>|aS(@a7)S6Me#deAffG21Q#g&Y_#5Z(4`Oi`&ebFyKRCrWCqiKL>Fos|_Mqo6? zU_2&ZGNxcUW?(kvU>@dU0TyC0mS7o{V-;3o9o8cn8?hN%unjTTft}ccz1WWfIEX_y zf}=Qw<2ZqnIE^znhx3TVMO?-eT*nRE#vRA&iW~?+PUJ!!r8+ULY5AYaI5QliY#4EhPTO@oEAQ6%x8B!t@(jpx)A``M8D{>$RIgtx_ zkQW6|5Wy&f5EMZ%6h|mZqBP2&JSrdzl~5JcP!qLK2X#>&4bT`(&>St$8g0-X9ncwF z5RUGMKri$~B>H0j24e_@V+2NH48~&uCSwYwV+Lkp4(4G#7GNP3V+odFIaXmc)?q!O zu@RfG1=|pV9oUII*o*x*fP*-MBRGm`|k?4;B7>pqp zju9A*F&K{tn2afyjv1JZIhcp}Sb&9Cj3roxy=U@!LL z01o01j^HSc;W$p_aS@ks1=n!{w{Zve@c@tU1aXMROT5AxyhXxi0TLl8 zk|8BhAuZA&BQhZivLXk9kQ2F(2YFEd1rdxw2tg4PLve(nBub+U%A*3pPzhC04K+~< zbx;@e(EyFn1kKR`txw92=qcT<0wh9GBtuH1LRzFlMr1-3WJL}H zAt!Pn5Avb_3L+SV5P~8ohT;fCNt8wzlt%@Gp%SX18fu~z>Yy&_qX8PD37Vq?TB8lx zqXRml3&PPI5$J`!h(v!3z+eo)aE!ocjKO$Jz+_Cpbj-kP%)va&#{w+GVl2TjEXOLW z#yYG=G&W*0wqP4#umd}>2Yay}2XGLFa0Ewj499T-Cvh5Qa1Q4Yi;K97E4YpuxQ#ow zj|X^+Cx}BlUg8zr;4Koy2S|jZNQRV1g|tYAjL3v6$ch{YLQdpD9^^#<6htrzAp}KG z48;+Ok|>QbD31yVLnTy2HPl2c)InX;M*}oQ6EsH)v_>1WM+bC97lflbBG3zc5sCg7 zfWa7o;TVC@7=!VcfXSGG>6n4pn1gwkj|EtW#aM!6SdLX#jdfU$Xl%r0Y{53fU?rvPU1Aq;2h2)78h|DS8yFSa2t1U9}n;tPY{QAyu>TK!CNGJ z9v~5tA{kO571AOdG9nYQAS-ep2sx1pd5{+cP!Pc=gb)-#F%(BAN}@E%pgbxd43$t7 z)ld_)PzQBU9}UnLP0$=I&>C&f9v#pbT@a4$h(Is&MI`!T00v_ShGPUqV+_V)0w!Y$ zreg+XV-DtFJ{Djh7GnvPVL4V|HP&H0qOlR1u?5=@gB{q3J=lx=IDmsVgd;eLV>pfz zIEm9ZgL62KSX{(qT)}nRz-`>YeLTQpJV6}d@e;4_CO}m9+klo^30?%EL`aOJNQM+h ziPT7gbV!ek$b@&11=)}tL3j^2kqfzz2l)fMqm_1V=TsD0w!WIreGSTVm8;|<;-!OH*%kr+vk z49SrasgMR~kscY437L@vS&ro4AELxQqLEfJb8*C5rR)p6vgo=LQxW> zP#R@X4i)ej!cYlSP!-it1GP{abx;@eP#+D^2u;uw&Cvp_&>C&g4js@DozVr|5RM+` ziC*Z9zKBE=`ePslVF-p|I7VO;Mq@0-VFD&%GNxb}reh{%VGibE9_Hg~EWjdsgC$ss zWmt}tScNrMi}m;p(b$Mh*o>|C0WsK)9oUK8*n@re2?y{q4&o3F;|PAk?>LS>Z~`ZB z3a4=vf8#v5u^#ks0qIE3zR6g77|a;sfMHUgSdo6vRge#>Xg(BKQQwP#h%?ivOV$ z%AhRDqXH@-43z^!MNJLr7SXR$-^kuwyG0Ca6Va|`r;cs9MfC3!(XUtEL34-A4Ua1k jsErR0IW=SNb`hO=M7HS=88}_rMRe)Zaqgt3_96cVNoIgx diff --git a/docs/.doctrees/index.doctree b/docs/.doctrees/index.doctree index 1c814e8fe5790f5ac3a3c8039e6d54ee2f32d697..b7bc83aa24265dd4518551c06f1a45f76d4a0ee6 100644 GIT binary patch delta 210 zcmcb6fbsA_MwSNFsXI2Z+*M(0o%~2;7Oz)gaekgccw$L*W?u2;a@A{$jPob|SE diff --git a/docs/_downloads/dde96c6cfd6ff506f5048a5c797653e4/kalman_filter.py b/docs/_downloads/dde96c6cfd6ff506f5048a5c797653e4/kalman_filter.py index d517712..2c6ff9c 100644 --- a/docs/_downloads/dde96c6cfd6ff506f5048a5c797653e4/kalman_filter.py +++ b/docs/_downloads/dde96c6cfd6ff506f5048a5c797653e4/kalman_filter.py @@ -10,6 +10,7 @@ from progpy import LinearModel from progpy.state_estimators import KalmanFilter + # Linear Model for an object thrown into the air class ThrownObject(LinearModel): """ diff --git a/docs/_sources/index.rst b/docs/_sources/index.rst index ac0d1d5..b44daf4 100644 --- a/docs/_sources/index.rst +++ b/docs/_sources/index.rst @@ -54,7 +54,7 @@ Citing This Repository Use the following to cite this repository: @misc{2023_nasa_progpy, - | author = {Christopher Teubert and Katelyn Jarvis Griffith and Matteo Corbetta and Chetan Kulkarni and Portia Banerjee and Matthew Daigle}, + | author = {Christopher Teubert and Katelyn Jarvis Griffith and Matteo Corbetta and Chetan Kulkarni and Portia Banerjee and Jason Watkins and Matthew Daigle}, | title = {{ProgPy Python Prognostics Packages}}, | month = Oct, | year = 2023, @@ -65,7 +65,7 @@ Use the following to cite this repository: The corresponding reference should look like this: -C. Teubert, K. Jarvis Griffith, M. Corbetta, C. Kulkarni, P. Banerjee, M. Daigle, ProgPy Python Prognostics Packages, v1.6, Oct 2023. URL https://github.com/nasa/progpy. +C. Teubert, K. Jarvis Griffith, M. Corbetta, C. Kulkarni, P. Banerjee, J. Watkins, M. Daigle, ProgPy Python Prognostics Packages, v1.6, Oct 2023. URL https://github.com/nasa/progpy. Contributing and Partnering ----------------------------- diff --git a/docs/_static/documentation_options.js b/docs/_static/documentation_options.js index 6d265d8..7944682 100644 --- a/docs/_static/documentation_options.js +++ b/docs/_static/documentation_options.js @@ -1,6 +1,6 @@ var DOCUMENTATION_OPTIONS = { URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'), - VERSION: '1.5', + VERSION: '1.6', LANGUAGE: 'None', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/docs/api_ref.html b/docs/api_ref.html index f544236..c21002f 100644 --- a/docs/api_ref.html +++ b/docs/api_ref.html @@ -9,7 +9,7 @@ - API Reference — ProgPy Python Packages 1.5 documentation + API Reference — ProgPy Python Packages 1.6 documentation @@ -407,7 +407,7 @@

API Reference

-By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

diff --git a/docs/api_ref/prog_server.html b/docs/api_ref/prog_server.html index 3324417..7a23f9e 100644 --- a/docs/api_ref/prog_server.html +++ b/docs/api_ref/prog_server.html @@ -9,7 +9,7 @@ - prog_server API Reference — ProgPy Python Packages 1.5 documentation + prog_server API Reference — ProgPy Python Packages 1.6 documentation @@ -386,7 +386,7 @@

prog_server API Reference

-By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

diff --git a/docs/api_ref/prog_server/load_ests.html b/docs/api_ref/prog_server/load_ests.html index dac96cf..7771f5d 100644 --- a/docs/api_ref/prog_server/load_ests.html +++ b/docs/api_ref/prog_server/load_ests.html @@ -9,7 +9,7 @@ - Load Estimators — ProgPy Python Packages 1.5 documentation + Load Estimators — ProgPy Python Packages 1.6 documentation @@ -157,6 +157,7 @@
  • Included Models
  • LinearModel
  • Loading
  • +
  • MixtureOfExperts
  • Prediction
  • Predictors
  • PrognosticsModel
  • @@ -419,7 +420,7 @@

    Load Estimators

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/prog_server/prog_client.html b/docs/api_ref/prog_server/prog_client.html index 8f88e40..1d26ecf 100644 --- a/docs/api_ref/prog_server/prog_client.html +++ b/docs/api_ref/prog_server/prog_client.html @@ -9,7 +9,7 @@ - prog_client — ProgPy Python Packages 1.5 documentation + prog_client — ProgPy Python Packages 1.6 documentation @@ -638,7 +638,7 @@

    prog_client

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/prog_server/prog_server.html b/docs/api_ref/prog_server/prog_server.html index 1f36bae..f8caf61 100644 --- a/docs/api_ref/prog_server/prog_server.html +++ b/docs/api_ref/prog_server/prog_server.html @@ -9,7 +9,7 @@ - ProgServer — ProgPy Python Packages 1.5 documentation + ProgServer — ProgPy Python Packages 1.6 documentation @@ -157,6 +157,7 @@
  • Included Models
  • LinearModel
  • Loading
  • +
  • MixtureOfExperts
  • Prediction
  • Predictors
  • PrognosticsModel
  • @@ -418,7 +419,7 @@

    ProgServer

    diff --git a/docs/api_ref/progpy.html b/docs/api_ref/progpy.html index bcd4b8b..41ad75f 100644 --- a/docs/api_ref/progpy.html +++ b/docs/api_ref/progpy.html @@ -9,7 +9,7 @@ - ProgPy API Reference — ProgPy Python Packages 1.5 documentation + ProgPy API Reference — ProgPy Python Packages 1.6 documentation @@ -449,7 +449,7 @@

    ProgPy API Reference

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/CompositeModel.html b/docs/api_ref/progpy/CompositeModel.html index 1ce1fcc..696cf03 100644 --- a/docs/api_ref/progpy/CompositeModel.html +++ b/docs/api_ref/progpy/CompositeModel.html @@ -9,7 +9,7 @@ - CompositeModel — ProgPy Python Packages 1.5 documentation + CompositeModel — ProgPy Python Packages 1.6 documentation @@ -408,7 +408,7 @@

    CompositeModel

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/DataModel.html b/docs/api_ref/progpy/DataModel.html index 780a1b4..d7b06ed 100644 --- a/docs/api_ref/progpy/DataModel.html +++ b/docs/api_ref/progpy/DataModel.html @@ -9,7 +9,7 @@ - DataModel — ProgPy Python Packages 1.5 documentation + DataModel — ProgPy Python Packages 1.6 documentation @@ -1300,7 +1300,7 @@

    DataModel Interface

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/DataSets.html b/docs/api_ref/progpy/DataSets.html index 92a4cd0..8dd152a 100644 --- a/docs/api_ref/progpy/DataSets.html +++ b/docs/api_ref/progpy/DataSets.html @@ -9,7 +9,7 @@ - Datasets — ProgPy Python Packages 1.5 documentation + Datasets — ProgPy Python Packages 1.6 documentation @@ -527,7 +527,7 @@

    CMAPSS Jet Engine Data (nasa_cmapss)

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/EnsembleModel.html b/docs/api_ref/progpy/EnsembleModel.html index f665458..c0d5b57 100644 --- a/docs/api_ref/progpy/EnsembleModel.html +++ b/docs/api_ref/progpy/EnsembleModel.html @@ -9,7 +9,7 @@ - EnsembleModel — ProgPy Python Packages 1.5 documentation + EnsembleModel — ProgPy Python Packages 1.6 documentation @@ -397,7 +397,7 @@

    EnsembleModel

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/IncludedModels.html b/docs/api_ref/progpy/IncludedModels.html index 365ea2d..6f24ddc 100644 --- a/docs/api_ref/progpy/IncludedModels.html +++ b/docs/api_ref/progpy/IncludedModels.html @@ -9,7 +9,7 @@ - Included Models — ProgPy Python Packages 1.5 documentation + Included Models — ProgPy Python Packages 1.6 documentation @@ -1394,7 +1394,7 @@

    ThrownObject

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/LinearModel.html b/docs/api_ref/progpy/LinearModel.html index 08e0fe3..5328d72 100644 --- a/docs/api_ref/progpy/LinearModel.html +++ b/docs/api_ref/progpy/LinearModel.html @@ -9,7 +9,7 @@ - LinearModel — ProgPy Python Packages 1.5 documentation + LinearModel — ProgPy Python Packages 1.6 documentation @@ -1172,7 +1172,7 @@

    LinearModel

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/Loading.html b/docs/api_ref/progpy/Loading.html index 5fc2ebd..4276d36 100644 --- a/docs/api_ref/progpy/Loading.html +++ b/docs/api_ref/progpy/Loading.html @@ -9,7 +9,7 @@ - Loading — ProgPy Python Packages 1.5 documentation + Loading — ProgPy Python Packages 1.6 documentation @@ -579,7 +579,7 @@

    Controllers

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/MixtureOfExperts.html b/docs/api_ref/progpy/MixtureOfExperts.html index c7bfab6..48c1e49 100644 --- a/docs/api_ref/progpy/MixtureOfExperts.html +++ b/docs/api_ref/progpy/MixtureOfExperts.html @@ -9,7 +9,7 @@ - MixtureOfExperts — ProgPy Python Packages 1.5 documentation + MixtureOfExperts — ProgPy Python Packages 1.6 documentation @@ -416,7 +416,7 @@

    MixtureOfExperts

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/Prediction.html b/docs/api_ref/progpy/Prediction.html index 33861fb..51a18b6 100644 --- a/docs/api_ref/progpy/Prediction.html +++ b/docs/api_ref/progpy/Prediction.html @@ -9,7 +9,7 @@ - Prediction — ProgPy Python Packages 1.5 documentation + Prediction — ProgPy Python Packages 1.6 documentation @@ -551,7 +551,7 @@

    Prediction

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/Predictor.html b/docs/api_ref/progpy/Predictor.html index 3314f78..6b8e41b 100644 --- a/docs/api_ref/progpy/Predictor.html +++ b/docs/api_ref/progpy/Predictor.html @@ -9,7 +9,7 @@ - Predictors — ProgPy Python Packages 1.5 documentation + Predictors — ProgPy Python Packages 1.6 documentation @@ -521,7 +521,7 @@

    Predictor Interface

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/PrognosticModel.html b/docs/api_ref/progpy/PrognosticModel.html index 5a3eb7a..64eef91 100644 --- a/docs/api_ref/progpy/PrognosticModel.html +++ b/docs/api_ref/progpy/PrognosticModel.html @@ -9,7 +9,7 @@ - PrognosticsModel — ProgPy Python Packages 1.5 documentation + PrognosticsModel — ProgPy Python Packages 1.6 documentation @@ -1321,7 +1321,7 @@

    PrognosticsModel

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/SimResult.html b/docs/api_ref/progpy/SimResult.html index 44450f8..cf64f71 100644 --- a/docs/api_ref/progpy/SimResult.html +++ b/docs/api_ref/progpy/SimResult.html @@ -9,7 +9,7 @@ - SimResult — ProgPy Python Packages 1.5 documentation + SimResult — ProgPy Python Packages 1.6 documentation @@ -636,7 +636,7 @@

    SimResult

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/StateEstimator.html b/docs/api_ref/progpy/StateEstimator.html index 368f541..c89e4d0 100644 --- a/docs/api_ref/progpy/StateEstimator.html +++ b/docs/api_ref/progpy/StateEstimator.html @@ -9,7 +9,7 @@ - State Estimators — ProgPy Python Packages 1.5 documentation + State Estimators — ProgPy Python Packages 1.6 documentation @@ -583,7 +583,7 @@

    State Estimator Interface

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/ToEPredictionProfile.html b/docs/api_ref/progpy/ToEPredictionProfile.html index 9ed7326..4a35207 100644 --- a/docs/api_ref/progpy/ToEPredictionProfile.html +++ b/docs/api_ref/progpy/ToEPredictionProfile.html @@ -9,7 +9,7 @@ - ToEPredictionProfile — ProgPy Python Packages 1.5 documentation + ToEPredictionProfile — ProgPy Python Packages 1.6 documentation @@ -596,7 +596,7 @@

    ToEPredictionProfile

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/UncertainData.html b/docs/api_ref/progpy/UncertainData.html index 0f4fa4f..b9d020a 100644 --- a/docs/api_ref/progpy/UncertainData.html +++ b/docs/api_ref/progpy/UncertainData.html @@ -9,7 +9,7 @@ - Uncertain Data — ProgPy Python Packages 1.5 documentation + Uncertain Data — ProgPy Python Packages 1.6 documentation @@ -734,7 +734,7 @@

    Implemented UncertainData Types

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/api_ref/progpy/Utils.html b/docs/api_ref/progpy/Utils.html index b1b097a..4d1a691 100644 --- a/docs/api_ref/progpy/Utils.html +++ b/docs/api_ref/progpy/Utils.html @@ -9,7 +9,7 @@ - Utils — ProgPy Python Packages 1.5 documentation + Utils — ProgPy Python Packages 1.6 documentation @@ -473,7 +473,7 @@

    Trajectory

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/auto_examples/benchmarking.html b/docs/auto_examples/benchmarking.html index 0cd85b0..4b32ad0 100644 --- a/docs/auto_examples/benchmarking.html +++ b/docs/auto_examples/benchmarking.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -420,7 +420,7 @@

    Contents

    diff --git a/docs/auto_examples/custom_model.html b/docs/auto_examples/custom_model.html index 1078eb8..560fcec 100644 --- a/docs/auto_examples/custom_model.html +++ b/docs/auto_examples/custom_model.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -508,7 +508,7 @@

    Contents

    diff --git a/docs/auto_examples/dataset.html b/docs/auto_examples/dataset.html index 85ec528..0d18a64 100644 --- a/docs/auto_examples/dataset.html +++ b/docs/auto_examples/dataset.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -456,7 +456,7 @@

    Contents

    diff --git a/docs/auto_examples/derived_params.html b/docs/auto_examples/derived_params.html index 7b91042..a9c24e9 100644 --- a/docs/auto_examples/derived_params.html +++ b/docs/auto_examples/derived_params.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -435,7 +435,7 @@

    Contents

    diff --git a/docs/auto_examples/dynamic_step_size.html b/docs/auto_examples/dynamic_step_size.html index 6367d03..1267bfa 100644 --- a/docs/auto_examples/dynamic_step_size.html +++ b/docs/auto_examples/dynamic_step_size.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -445,7 +445,7 @@

    Contents

    diff --git a/docs/auto_examples/events.html b/docs/auto_examples/events.html index 789dc87..154ba5a 100644 --- a/docs/auto_examples/events.html +++ b/docs/auto_examples/events.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -478,7 +478,7 @@

    Contents

    diff --git a/docs/auto_examples/full_lstm_model.html b/docs/auto_examples/full_lstm_model.html index 81fe5bb..e97f9eb 100644 --- a/docs/auto_examples/full_lstm_model.html +++ b/docs/auto_examples/full_lstm_model.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -510,7 +510,7 @@

    Contents

    diff --git a/docs/auto_examples/future_loading.html b/docs/auto_examples/future_loading.html index f74bae8..1f45872 100644 --- a/docs/auto_examples/future_loading.html +++ b/docs/auto_examples/future_loading.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -565,7 +565,7 @@

    Contents

    diff --git a/docs/auto_examples/generate_surrogate.html b/docs/auto_examples/generate_surrogate.html index a84810a..e88e4e7 100644 --- a/docs/auto_examples/generate_surrogate.html +++ b/docs/auto_examples/generate_surrogate.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -556,7 +556,7 @@

    Contents

    diff --git a/docs/auto_examples/growth.html b/docs/auto_examples/growth.html index e42f9dd..cafc6ae 100644 --- a/docs/auto_examples/growth.html +++ b/docs/auto_examples/growth.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -481,7 +481,7 @@

    Contents

    diff --git a/docs/auto_examples/index.html b/docs/auto_examples/index.html index 7778138..99fe19b 100644 --- a/docs/auto_examples/index.html +++ b/docs/auto_examples/index.html @@ -9,7 +9,7 @@ - Example Gallery — ProgPy Python Packages 1.5 documentation + Example Gallery — ProgPy Python Packages 1.6 documentation @@ -446,7 +446,7 @@

    Example Gallery

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/auto_examples/linear_model.html b/docs/auto_examples/linear_model.html index 5f386ab..292981d 100644 --- a/docs/auto_examples/linear_model.html +++ b/docs/auto_examples/linear_model.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -155,6 +155,7 @@
  • Included Models
  • LinearModel
  • Loading
  • +
  • MixtureOfExperts
  • Prediction
  • Predictors
  • PrognosticsModel
  • @@ -497,7 +498,7 @@

    Contents

    diff --git a/docs/auto_examples/lstm_model.html b/docs/auto_examples/lstm_model.html index fb0d9f5..e1d35cb 100644 --- a/docs/auto_examples/lstm_model.html +++ b/docs/auto_examples/lstm_model.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -587,7 +587,7 @@

    Contents

    diff --git a/docs/auto_examples/matrix_model.html b/docs/auto_examples/matrix_model.html index d8899ff..b2cf116 100644 --- a/docs/auto_examples/matrix_model.html +++ b/docs/auto_examples/matrix_model.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -155,6 +155,7 @@
  • Included Models
  • LinearModel
  • Loading
  • +
  • MixtureOfExperts
  • Prediction
  • Predictors
  • PrognosticsModel
  • @@ -492,7 +493,7 @@

    Contents

    diff --git a/docs/auto_examples/model_gen.html b/docs/auto_examples/model_gen.html index 78fc74e..43f50c5 100644 --- a/docs/auto_examples/model_gen.html +++ b/docs/auto_examples/model_gen.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -155,6 +155,7 @@
  • Included Models
  • LinearModel
  • Loading
  • +
  • MixtureOfExperts
  • Prediction
  • Predictors
  • PrognosticsModel
  • @@ -471,7 +472,7 @@

    Contents

    diff --git a/docs/auto_examples/new_model.html b/docs/auto_examples/new_model.html index cb2f1e1..83303e7 100644 --- a/docs/auto_examples/new_model.html +++ b/docs/auto_examples/new_model.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -155,6 +155,7 @@
  • Included Models
  • LinearModel
  • Loading
  • +
  • MixtureOfExperts
  • Prediction
  • Predictors
  • PrognosticsModel
  • @@ -507,7 +508,7 @@

    Contents

    diff --git a/docs/auto_examples/noise.html b/docs/auto_examples/noise.html index 208255a..501573a 100644 --- a/docs/auto_examples/noise.html +++ b/docs/auto_examples/noise.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -503,7 +503,7 @@

    Contents

    diff --git a/docs/auto_examples/param_est.html b/docs/auto_examples/param_est.html index 2d9ad21..cab022a 100644 --- a/docs/auto_examples/param_est.html +++ b/docs/auto_examples/param_est.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -441,7 +441,7 @@

    Contents

    diff --git a/docs/auto_examples/sensitivity.html b/docs/auto_examples/sensitivity.html index 1d24615..7bbafaa 100644 --- a/docs/auto_examples/sensitivity.html +++ b/docs/auto_examples/sensitivity.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -442,7 +442,7 @@

    Contents

    diff --git a/docs/auto_examples/sim.html b/docs/auto_examples/sim.html index 9669523..91180ad 100644 --- a/docs/auto_examples/sim.html +++ b/docs/auto_examples/sim.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -448,7 +448,7 @@

    Contents

    diff --git a/docs/auto_examples/sim_battery_eol.html b/docs/auto_examples/sim_battery_eol.html index 06f9f47..2987929 100644 --- a/docs/auto_examples/sim_battery_eol.html +++ b/docs/auto_examples/sim_battery_eol.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -444,7 +444,7 @@

    Contents

    diff --git a/docs/auto_examples/sim_powertrain.html b/docs/auto_examples/sim_powertrain.html index 25a84e0..0dc4e58 100644 --- a/docs/auto_examples/sim_powertrain.html +++ b/docs/auto_examples/sim_powertrain.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -419,7 +419,7 @@

    Contents

    diff --git a/docs/auto_examples/sim_pump.html b/docs/auto_examples/sim_pump.html index 1c30015..65c719d 100644 --- a/docs/auto_examples/sim_pump.html +++ b/docs/auto_examples/sim_pump.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -449,7 +449,7 @@

    Contents

    diff --git a/docs/auto_examples/sim_valve.html b/docs/auto_examples/sim_valve.html index 5c79205..793a573 100644 --- a/docs/auto_examples/sim_valve.html +++ b/docs/auto_examples/sim_valve.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -464,7 +464,7 @@

    Contents

    diff --git a/docs/auto_examples/state_limits.html b/docs/auto_examples/state_limits.html index 3c347ac..7fbe383 100644 --- a/docs/auto_examples/state_limits.html +++ b/docs/auto_examples/state_limits.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -458,7 +458,7 @@

    Contents

    diff --git a/docs/auto_examples/vectorized.html b/docs/auto_examples/vectorized.html index c9cac20..2861938 100644 --- a/docs/auto_examples/vectorized.html +++ b/docs/auto_examples/vectorized.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -425,7 +425,7 @@

    Contents

    diff --git a/docs/auto_examples/visualize.html b/docs/auto_examples/visualize.html index 6bc6ff3..133fdc6 100644 --- a/docs/auto_examples/visualize.html +++ b/docs/auto_examples/visualize.html @@ -9,7 +9,7 @@ - <no title> — ProgPy Python Packages 1.5 documentation + <no title> — ProgPy Python Packages 1.6 documentation @@ -428,7 +428,7 @@

    Contents

    diff --git a/docs/dev_guide.html b/docs/dev_guide.html index b3486ac..0b10dea 100644 --- a/docs/dev_guide.html +++ b/docs/dev_guide.html @@ -9,7 +9,7 @@ - Developers Guide & Project Plan — ProgPy Python Packages 1.5 documentation + Developers Guide & Project Plan — ProgPy Python Packages 1.6 documentation @@ -649,7 +649,7 @@

    Notes for Developers

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/genindex.html b/docs/genindex.html index cea56a4..e02c6bc 100644 --- a/docs/genindex.html +++ b/docs/genindex.html @@ -8,7 +8,7 @@ - Index — ProgPy Python Packages 1.5 documentation + Index — ProgPy Python Packages 1.6 documentation @@ -1396,7 +1396,7 @@

    X

    diff --git a/docs/glossary.html b/docs/glossary.html index aa84038..68b6f3d 100644 --- a/docs/glossary.html +++ b/docs/glossary.html @@ -9,7 +9,7 @@ - Glossary — ProgPy Python Packages 1.5 documentation + Glossary — ProgPy Python Packages 1.6 documentation @@ -444,7 +444,7 @@

    Glossary

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/guide.html b/docs/guide.html index 2239d31..504c0a3 100644 --- a/docs/guide.html +++ b/docs/guide.html @@ -9,7 +9,7 @@ - ProgPy Guide — ProgPy Python Packages 1.5 documentation + ProgPy Guide — ProgPy Python Packages 1.6 documentation @@ -493,7 +493,7 @@

    References

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/index.html b/docs/index.html index d715291..3ddbca3 100644 --- a/docs/index.html +++ b/docs/index.html @@ -9,7 +9,7 @@ - ProgPy Prognostics Python Packages — ProgPy Python Packages 1.5 documentation + ProgPy Prognostics Python Packages — ProgPy Python Packages 1.6 documentation @@ -372,7 +372,7 @@

    Citing This RepositoryUse the following to cite this repository:

    @misc{2023_nasa_progpy,
    diff --git a/docs/npr7150.html b/docs/npr7150.html index 8dfaaaf..61c3185 100644 --- a/docs/npr7150.html +++ b/docs/npr7150.html @@ -9,7 +9,7 @@ - NPR 7150 NASA Software Engineering Requirements — ProgPy Python Packages 1.5 documentation + NPR 7150 NASA Software Engineering Requirements — ProgPy Python Packages 1.6 documentation @@ -1570,7 +1570,7 @@

    Tracability Notes

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/prog_algs_guide.html b/docs/prog_algs_guide.html index dae9617..00c4869 100644 --- a/docs/prog_algs_guide.html +++ b/docs/prog_algs_guide.html @@ -9,7 +9,7 @@ - State Estimation and Prediction Guide — ProgPy Python Packages 1.5 documentation + State Estimation and Prediction Guide — ProgPy Python Packages 1.6 documentation @@ -1001,7 +1001,7 @@

    References

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/prog_models_guide.html b/docs/prog_models_guide.html index e90322a..9afb385 100644 --- a/docs/prog_models_guide.html +++ b/docs/prog_models_guide.html @@ -9,7 +9,7 @@ - Modeling and Sim Guide — ProgPy Python Packages 1.5 documentation + Modeling and Sim Guide — ProgPy Python Packages 1.6 documentation @@ -1150,7 +1150,7 @@

    References

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/prog_server_guide.html b/docs/prog_server_guide.html index 9403080..2663c63 100644 --- a/docs/prog_server_guide.html +++ b/docs/prog_server_guide.html @@ -9,7 +9,7 @@ - prog_server Guide — ProgPy Python Packages 1.5 documentation + prog_server Guide — ProgPy Python Packages 1.6 documentation @@ -490,7 +490,7 @@

    Examples

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/py-modindex.html b/docs/py-modindex.html index cd1543a..fe122b0 100644 --- a/docs/py-modindex.html +++ b/docs/py-modindex.html @@ -8,7 +8,7 @@ - Python Module Index — ProgPy Python Packages 1.5 documentation + Python Module Index — ProgPy Python Packages 1.6 documentation @@ -567,7 +567,7 @@

    Python Module Index

    diff --git a/docs/releases.html b/docs/releases.html index 553b685..bf5d8f1 100644 --- a/docs/releases.html +++ b/docs/releases.html @@ -9,7 +9,7 @@ - Release Notes — ProgPy Python Packages 1.5 documentation + Release Notes — ProgPy Python Packages 1.6 documentation @@ -788,7 +788,7 @@

    PneumaticValve Model Updates

    -By Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle +By Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle

    diff --git a/docs/search.html b/docs/search.html index 8118ef1..fa11732 100644 --- a/docs/search.html +++ b/docs/search.html @@ -7,7 +7,7 @@ - Search - ProgPy Python Packages 1.5 documentation + Search - ProgPy Python Packages 1.6 documentation @@ -325,7 +325,7 @@

    Search

    diff --git a/docs/searchindex.js b/docs/searchindex.js index 9545673..ed0c7ac 100644 --- a/docs/searchindex.js +++ b/docs/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["api_ref","api_ref/prog_server","api_ref/prog_server/load_ests","api_ref/prog_server/prog_client","api_ref/prog_server/prog_server","api_ref/progpy","api_ref/progpy/CompositeModel","api_ref/progpy/DataModel","api_ref/progpy/DataSets","api_ref/progpy/EnsembleModel","api_ref/progpy/IncludedModels","api_ref/progpy/LinearModel","api_ref/progpy/Loading","api_ref/progpy/MixtureOfExperts","api_ref/progpy/Prediction","api_ref/progpy/Predictor","api_ref/progpy/PrognosticModel","api_ref/progpy/SimResult","api_ref/progpy/StateEstimator","api_ref/progpy/ToEPredictionProfile","api_ref/progpy/UncertainData","api_ref/progpy/Utils","auto_examples/benchmarking","auto_examples/custom_model","auto_examples/dataset","auto_examples/derived_params","auto_examples/dynamic_step_size","auto_examples/events","auto_examples/full_lstm_model","auto_examples/future_loading","auto_examples/generate_surrogate","auto_examples/growth","auto_examples/index","auto_examples/linear_model","auto_examples/lstm_model","auto_examples/matrix_model","auto_examples/model_gen","auto_examples/new_model","auto_examples/noise","auto_examples/param_est","auto_examples/sensitivity","auto_examples/sim","auto_examples/sim_battery_eol","auto_examples/sim_powertrain","auto_examples/sim_pump","auto_examples/sim_valve","auto_examples/state_limits","auto_examples/vectorized","auto_examples/visualize","dev_guide","glossary","guide","index","npr7150","prog_algs_guide","prog_models_guide","prog_server_guide","releases"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":5,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,sphinx:56},filenames:["api_ref.rst","api_ref/prog_server.rst","api_ref/prog_server/load_ests.rst","api_ref/prog_server/prog_client.rst","api_ref/prog_server/prog_server.rst","api_ref/progpy.rst","api_ref/progpy/CompositeModel.rst","api_ref/progpy/DataModel.rst","api_ref/progpy/DataSets.rst","api_ref/progpy/EnsembleModel.rst","api_ref/progpy/IncludedModels.rst","api_ref/progpy/LinearModel.rst","api_ref/progpy/Loading.rst","api_ref/progpy/MixtureOfExperts.rst","api_ref/progpy/Prediction.rst","api_ref/progpy/Predictor.rst","api_ref/progpy/PrognosticModel.rst","api_ref/progpy/SimResult.rst","api_ref/progpy/StateEstimator.rst","api_ref/progpy/ToEPredictionProfile.rst","api_ref/progpy/UncertainData.rst","api_ref/progpy/Utils.rst","auto_examples/benchmarking.rst","auto_examples/custom_model.rst","auto_examples/dataset.rst","auto_examples/derived_params.rst","auto_examples/dynamic_step_size.rst","auto_examples/events.rst","auto_examples/full_lstm_model.rst","auto_examples/future_loading.rst","auto_examples/generate_surrogate.rst","auto_examples/growth.rst","auto_examples/index.rst","auto_examples/linear_model.rst","auto_examples/lstm_model.rst","auto_examples/matrix_model.rst","auto_examples/model_gen.rst","auto_examples/new_model.rst","auto_examples/noise.rst","auto_examples/param_est.rst","auto_examples/sensitivity.rst","auto_examples/sim.rst","auto_examples/sim_battery_eol.rst","auto_examples/sim_powertrain.rst","auto_examples/sim_pump.rst","auto_examples/sim_valve.rst","auto_examples/state_limits.rst","auto_examples/vectorized.rst","auto_examples/visualize.rst","dev_guide.rst","glossary.rst","guide.rst","index.rst","npr7150.rst","prog_algs_guide.rst","prog_models_guide.rst","prog_server_guide.rst","releases.rst"],objects:{"":[[54,0,0,"-","basic_example"],[54,0,0,"-","basic_example_battery"],[55,0,0,"-","benchmarking"],[55,0,0,"-","custom_model"],[55,0,0,"-","dataset"],[55,0,0,"module-0","derived_params"],[55,0,0,"-","direct_model"],[55,0,0,"-","dynamic_step_size"],[54,0,0,"-","eol_event"],[55,0,0,"-","events"],[55,0,0,"-","full_lstm_model"],[55,0,0,"module-3","future_loading"],[55,0,0,"-","generate_surrogate"],[54,0,0,"-","horizon"],[54,0,0,"-","kalman_filter"],[55,0,0,"-","lstm_model"],[54,0,0,"-","measurement_eqn_example"],[55,0,0,"-","new_model"],[54,0,0,"module-0","new_state_estimator_example"],[55,0,0,"module-2","noise"],[56,0,0,"-","online_prog"],[56,0,0,"-","option_scoring"],[54,0,0,"-","particle_filter_battery_example"],[55,0,0,"-","pce"],[54,0,0,"-","playback"],[54,0,0,"-","predict_specific_event"],[4,0,0,"-","prog_server"],[55,0,0,"-","sensitivity"],[55,0,0,"-","serialization"],[55,0,0,"module-1","sim"],[55,0,0,"-","sim_battery_eol"],[55,0,0,"-","sim_dcmotor_singlephase"],[55,0,0,"-","sim_powertrain"],[55,0,0,"-","sim_pump"],[55,0,0,"-","sim_valve"],[55,0,0,"-","state_limits"],[55,0,0,"-","uav_dynamics_model"]],"prog_client.Session":[[3,2,1,"","get_event_state"],[3,2,1,"","get_model"],[3,2,1,"","get_performance_metrics"],[3,2,1,"","get_predicted_event_state"],[3,2,1,"","get_predicted_performance_metrics"],[3,2,1,"","get_predicted_state"],[3,2,1,"","get_predicted_toe"],[3,2,1,"","get_prediction_status"],[3,2,1,"","get_state"],[3,2,1,"","is_init"],[3,2,1,"","send_data"],[3,2,1,"","send_loading"],[3,2,1,"","set_state"]],"prog_server.models.load_ests":[[2,3,1,"","Const"],[2,3,1,"","MovingAverage"],[2,3,1,"","Variable"]],"progpy.LinearModel":[[11,2,1,"","apply_limits"],[11,2,1,"","apply_measurement_noise"],[11,2,1,"","apply_process_noise"],[11,2,1,"","calc_error"],[11,2,1,"","dx"],[11,2,1,"","estimate_params"],[11,2,1,"","event_state"],[11,2,1,"","from_json"],[11,2,1,"","generate_surrogate"],[11,2,1,"","initialize"],[11,4,1,"","is_continuous"],[11,4,1,"","is_direct"],[11,4,1,"","is_discrete"],[11,4,1,"","is_state_transition_model"],[11,2,1,"","matrixCheck"],[11,2,1,"","next_state"],[11,2,1,"","output"],[11,2,1,"","performance_metrics"],[11,2,1,"","simulate_to"],[11,2,1,"","simulate_to_threshold"],[11,2,1,"","state_at_event"],[11,2,1,"","threshold_met"],[11,2,1,"","time_of_event"],[11,2,1,"","to_json"]],"progpy.PrognosticsModel":[[16,5,1,"","InputContainer"],[16,5,1,"","OutputContainer"],[16,5,1,"","StateContainer"],[16,2,1,"","apply_limits"],[16,2,1,"","apply_measurement_noise"],[16,2,1,"","apply_process_noise"],[16,2,1,"","calc_error"],[16,5,1,"","default_parameters"],[16,2,1,"","dx"],[16,2,1,"","estimate_params"],[16,2,1,"","event_state"],[16,5,1,"","events"],[16,2,1,"","from_json"],[16,2,1,"","generate_surrogate"],[16,2,1,"","initialize"],[16,5,1,"","inputs"],[16,4,1,"","is_continuous"],[16,4,1,"","is_direct"],[16,4,1,"","is_discrete"],[16,4,1,"","is_state_transition_model"],[16,5,1,"","is_vectorized"],[16,2,1,"","next_state"],[16,2,1,"","output"],[16,5,1,"","outputs"],[16,5,1,"","param_callbacks"],[16,5,1,"","parameters"],[16,5,1,"","performance_metric_keys"],[16,2,1,"","performance_metrics"],[16,2,1,"","simulate_to"],[16,2,1,"","simulate_to_threshold"],[16,2,1,"","state_at_event"],[16,5,1,"","state_limits"],[16,5,1,"","states"],[16,2,1,"","threshold_met"],[16,2,1,"","time_of_event"],[16,2,1,"","to_json"]],"progpy.data_models":[[7,1,1,"","DMDModel"],[7,1,1,"","DataModel"],[7,1,1,"","LSTMStateTransitionModel"],[7,1,1,"","PolynomialChaosExpansion"]],"progpy.data_models.DMDModel":[[7,5,1,"","dmd_matrix"],[7,5,1,"","dt"],[7,2,1,"","from_data"],[7,2,1,"","from_model"]],"progpy.data_models.DataModel":[[7,2,1,"","calc_error"],[7,2,1,"","estimate_params"],[7,2,1,"","from_data"],[7,2,1,"","from_json"],[7,2,1,"","from_model"],[7,2,1,"","generate_surrogate"],[7,4,1,"","is_continuous"],[7,4,1,"","is_direct"],[7,4,1,"","is_discrete"],[7,4,1,"","is_state_transition_model"],[7,2,1,"","simulate_to"],[7,2,1,"","simulate_to_threshold"],[7,2,1,"","state_at_event"],[7,2,1,"","summary"],[7,2,1,"","time_of_event"],[7,2,1,"","to_json"]],"progpy.data_models.LSTMStateTransitionModel":[[7,2,1,"","from_data"],[7,2,1,"","from_model"],[7,5,1,"","model"]],"progpy.data_models.PolynomialChaosExpansion":[[7,2,1,"","from_data"],[7,2,1,"","from_model"]],"progpy.datasets.nasa_battery":[[8,3,1,"","load_data"]],"progpy.datasets.nasa_cmapss":[[8,3,1,"","load_data"]],"progpy.loading":[[12,1,1,"","GaussianNoiseWrapper"],[12,1,1,"","MovingAverage"],[12,1,1,"","Piecewise"]],"progpy.loading.controllers":[[12,1,1,"","LQR"],[12,1,1,"","LQR_I"]],"progpy.models":[[10,1,1,"","BatteryCircuit"],[10,5,1,"","BatteryElectroChem"],[10,1,1,"","BatteryElectroChemEOD"],[10,1,1,"","BatteryElectroChemEODEOL"],[10,1,1,"","BatteryElectroChemEOL"],[10,5,1,"","CentrifugalPump"],[10,1,1,"","CentrifugalPumpBase"],[10,1,1,"","CentrifugalPumpWithWear"],[10,1,1,"","DCMotor"],[10,1,1,"","DCMotorSP"],[10,1,1,"","ESC"],[10,5,1,"","PneumaticValve"],[10,1,1,"","PneumaticValveBase"],[10,1,1,"","PneumaticValveWithWear"],[10,1,1,"","Powertrain"],[10,1,1,"","PropellerLoad"],[10,1,1,"","ThrownObject"]],"progpy.models.aircraft_model":[[10,1,1,"","SmallRotorcraft"]],"progpy.predictors":[[54,1,1,"","MonteCarlo"],[54,5,1,"","MonteCarloPredictor"],[14,1,1,"","Prediction"],[15,1,1,"","Predictor"],[19,1,1,"","ToEPredictionProfile"],[54,1,1,"","UnscentedTransformPredictor"],[14,1,1,"","UnweightedSamplesPrediction"]],"progpy.predictors.Prediction":[[14,4,1,"","mean"],[14,2,1,"","monotonicity"],[14,2,1,"","snapshot"]],"progpy.predictors.Predictor":[[15,2,1,"","predict"]],"progpy.predictors.ToEPredictionProfile":[[19,2,1,"","add_prediction"],[19,2,1,"","alpha_lambda"],[19,2,1,"","clear"],[19,2,1,"","cumulative_relative_accuracy"],[19,2,1,"","get"],[19,2,1,"","items"],[19,2,1,"","keys"],[19,2,1,"","monotonicity"],[19,2,1,"","plot"],[19,2,1,"","pop"],[19,2,1,"","popitem"],[19,2,1,"","prognostic_horizon"],[19,2,1,"","update"],[19,2,1,"","values"]],"progpy.predictors.UnweightedSamplesPrediction":[[14,2,1,"","count"],[14,2,1,"","index"],[14,4,1,"","mean"],[14,2,1,"","monotonicity"],[14,2,1,"","snapshot"]],"progpy.sim_result":[[17,1,1,"","SimResult"]],"progpy.sim_result.SimResult":[[17,2,1,"","clear"],[17,2,1,"","equals"],[17,2,1,"","extend"],[17,4,1,"","frame"],[17,2,1,"","frame_is_empty"],[17,4,1,"","iloc"],[17,2,1,"","index"],[17,2,1,"","index_of_data"],[17,2,1,"","iterrows"],[17,2,1,"","monotonicity"],[17,2,1,"","plot"],[17,2,1,"","pop"],[17,2,1,"","pop_by_index"],[17,2,1,"","remove"],[17,2,1,"","time"],[17,2,1,"","to_numpy"]],"progpy.state_estimators":[[54,1,1,"","KalmanFilter"],[54,1,1,"","ParticleFilter"],[18,1,1,"","StateEstimator"],[54,1,1,"","UnscentedKalmanFilter"]],"progpy.state_estimators.StateEstimator":[[18,2,1,"","estimate"],[18,4,1,"","x"]],"progpy.uncertain_data":[[20,1,1,"","MultivariateNormalDist"],[20,1,1,"","ScalarData"],[20,1,1,"","UncertainData"],[20,1,1,"","UnweightedSamples"]],"progpy.uncertain_data.UncertainData":[[20,4,1,"","cov"],[20,2,1,"","describe"],[20,2,1,"","keys"],[20,4,1,"","mean"],[20,4,1,"","median"],[20,2,1,"","metrics"],[20,2,1,"","percentage_in_bounds"],[20,2,1,"","plot_hist"],[20,2,1,"","plot_scatter"],[20,2,1,"","relative_accuracy"],[20,2,1,"","sample"]],"progpy.uncertain_data.UnweightedSamples":[[20,2,1,"","key"]],"progpy.utils.traj_gen":[[21,1,1,"","Trajectory"]],"progpy.utils.traj_gen.Trajectory":[[21,2,1,"","generate"]],prog_client:[[3,1,1,"","Session"]],prog_server:[[4,3,1,"","is_running"],[4,3,1,"","run"],[4,3,1,"","start"],[4,3,1,"","stop"]],progpy:[[6,1,1,"","CompositeModel"],[9,1,1,"","EnsembleModel"],[11,1,1,"","LinearModel"],[13,1,1,"","MixtureOfExpertsModel"],[16,1,1,"","PrognosticsModel"]]},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","function","Python function"],"4":["py","property","Python property"],"5":["py","attribute","Python attribute"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:function","4":"py:property","5":"py:attribute"},terms:{"0":[2,3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,53,54,55,56,57],"000":[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],"001":29,"003":[7,11,16,18,54],"005":[36,37,38,46,48],"01":[28,29,34,39,44,45,55],"013":53,"015":53,"016":53,"016m":53,"020":53,"021":53,"022":53,"023":53,"024a":53,"024b":53,"027":53,"029":53,"033":53,"034":53,"036":53,"037":53,"037m":53,"039a":53,"039b":53,"039c":53,"039d":53,"039e":53,"04":30,"040a":53,"040am":53,"040b":53,"040c":53,"040d":53,"040dm":53,"042":53,"043":[11,16],"046":53,"04728504765023":[11,16],"05":[27,42],"050":53,"050m":53,"052":53,"053":53,"053705829558158086":[11,16],"054":53,"055":53,"061":53,"062":53,"063":53,"063m":53,"065a":53,"065b":53,"065bm":53,"065c":53,"065cm":53,"065d":53,"065dm":53,"066":53,"068":53,"071":53,"075":53,"077":[7,11,16,53],"079":53,"080":53,"080m":53,"081":53,"082a":53,"082b":53,"082c":53,"083":53,"083m":53,"084":53,"085":53,"0e5":45,"1":[2,3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56],"10":[3,7,10,11,12,15,16,20,21,29,31,40,52,54,55,57],"100":[2,7,8,10,20,29,40,41,43,44,54],"1000":[7,11,16,20,21,30,42],"1000000000":46,"1023":41,"1025":20,"1075":20,"11":[7,8,10,11,16,29,55,57],"12":[10,11,16,18,19,23,29,31,34,55],"121":53,"125":53,"127":[3,4,56],"128":23,"13":53,"1300":[10,30],"134":53,"135":53,"1359":10,"139":53,"14":[10,53],"1404":[14,17,19,54],"146":53,"147":53,"148":53,"148a":53,"148m":53,"15":[7,11,16,19,27,38,55,57],"1500":30,"151":53,"154":53,"156":53,"157":53,"159":53,"1600":30,"1736435913459429":[11,16],"174":53,"175":19,"176":53,"180":21,"1800":[27,29,41],"182999999010731":[11,16],"185":53,"186":53,"18650":10,"186m":53,"19":[11,16],"192":53,"194":53,"195":53,"196":53,"1e":[10,18,20,26,29,30,39,40,54],"1e3":44,"1e5":[31,44],"1s":15,"2":[2,3,7,8,9,10,11,12,13,14,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,39,40,41,42,43,44,45,46,47,48,53,54,55],"20":[7,11,12,15,16,19,20,21,38,39,40,45,54,55],"200":[7,11,16,20,41],"2008":8,"201":[41,53],"2010":54,"2011":[10,55],"2012":55,"2013":10,"2016":10,"2017":[10,51,54,55],"2019":10,"201m":53,"20200000579":10,"2021":[14,17,19,49,53,54],"2022":[10,14,17,19,53,54],"2023":52,"2023_nasa_progpi":52,"205":53,"206":53,"207":53,"21":[8,25],"2132":10,"219":53,"22":[15,20,47,53,54],"220":53,"221":[7,11,16,18,54],"2233":19,"225":10,"2252":10,"2253":10,"23":[20,43],"2389":44,"239":20,"239179":44,"2398":44,"24":31,"248":8,"249":[8,10],"25":[23,26,34,54,55],"250":41,"2514":10,"2520":20,"259":8,"26":53,"260":8,"260652495_model":10,"261":10,"262":10,"2675":20,"273":57,"274":10,"28":[8,31,39],"290":44,"292":[11,16],"295":[7,11,16],"299792458":46,"2a":27,"2b":27,"2c":27,"2e":43,"2f":38,"2n":10,"3":[2,3,7,8,10,11,13,14,16,18,19,20,21,22,23,24,25,26,27,28,29,30,31,33,34,36,37,39,40,41,42,44,45,46,47,48,53,54,55],"30":[23,28,34,38],"300":[2,30],"3000":[27,29,41],"306":[14,17,19,54],"32":[3,11,16,31],"33":[11,16,55],"332":[7,11,16,18,54],"3442":19,"35":47,"350":20,"3514":10,"36":39,"3600":44,"39":47,"3933f25fcdd":53,"398056966799":[11,16],"3e8":46,"4":[7,8,10,11,16,18,21,23,24,26,27,28,29,30,31,34,36,39,40,41,42,44,47,50,51,53,54,55],"40":[10,33,35,36,37,40],"41":39,"42":38,"43":10,"45":[21,39],"46":19,"47":[19,47],"471":44,"4th":41,"5":[6,7,9,10,11,12,15,16,17,20,21,23,26,27,28,29,30,31,34,36,38,39,40,43,46,53,54,55],"50":[7,11,16,20,54,55],"500":[2,22,30,31],"5000":[3,4,56],"50000000":46,"51":39,"52":19,"5281":52,"535":10,"546":10,"55":53,"57":20,"571":44,"5e5":45,"6":[8,10,13,20,21,23,28,34,36,39,40,52,55],"60":45,"600":[22,27,29,30,41],"602":10,"62":[37,39],"64":[23,34],"65":39,"7":[7,15,20,30,36,39,53],"70":[7,10],"711":37,"7150":49,"748":19,"75":[7,11,16,20,25,47,54,55],"750":31,"77":39,"772":41,"7856":[11,16],"79":39,"8":[7,10,11,16,18,26,29,31,36,37,39,44,47,49,54,55],"80":10,"800":[30,45],"8097013":52,"81":[10,21,33,35,36,37,39,55],"83":[10,33,35,36,37,39],"83810109":[11,16],"847":10,"85":[25,47],"87":37,"89":29,"9":[10,20,21,23,33,34,35,36,37,39,47,55,57],"900":[27,29,41],"91":39,"914":3,"92":29,"928654":44,"93":35,"95":[39,42],"99":[26,29],"9m":39,"abstract":[7,15,18,20],"boolean":[19,55],"case":[7,11,13,14,16,19,21,23,28,29,32,34,42,49,50,53,54,55],"class":[2,3,5,6,7,9,10,11,13,14,15,16,17,18,19,20,21,23,25,27,28,32,33,34,35,37,49,50,54,55,57],"const":2,"default":[2,3,4,7,9,10,11,12,15,16,17,18,19,20,21,25,29,30,33,35,37,54,55,56],"do":[25,29,31,34,38,47,50,52,53,54,55,56],"final":[10,23,34,53,54,55],"float":[3,7,10,11,12,13,14,15,16,17,18,19,20,21,23,33,34,54],"function":[2,7,8,9,10,11,12,13,15,16,18,19,20,21,22,25,26,28,29,30,31,32,33,35,38,41,42,43,45,46,49,50,51,52,53,54,55,56,57],"import":[2,7,11,12,15,16,18,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55,56,57],"int":[3,4,7,8,11,12,14,15,16,17,18,20,21,54,56],"jos\u00e9":[54,55],"new":[2,3,6,7,8,9,10,11,12,13,15,16,17,18,20,21,28,29,32,34,37,40,51,53,54,56,57],"public":[10,11],"return":[3,7,8,10,11,12,13,14,15,16,17,18,19,20,21,22,23,25,26,27,28,29,30,31,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,50,54,55,57],"short":55,"static":[49,53,55],"super":[27,28],"switch":54,"throw":[25,28,33,35,36,37,40],"true":[7,8,11,16,17,19,20,23,26,27,31,33,35,36,37,39,41,42,43,44,45,46,47,48,54,55,57],"try":[31,38,46,53],"while":[27,56],A:[6,7,10,11,12,14,15,16,17,18,19,24,33,35,49,50,51,52,53,54,55,56,57],AND:52,AS:52,As:[10,53,55,56],At:[10,13,18,54],BE:52,BUT:52,BY:52,But:35,By:[2,15,18,54,55],FOR:52,For:[6,7,10,11,16,23,24,25,27,28,29,30,34,37,38,40,41,47,49,50,51,52,53,54,55,56,57],IF:52,IN:52,IS:52,IT:52,ITS:52,If:[3,4,6,7,11,12,13,15,16,17,19,20,21,23,29,38,49,52,53,54,55,56],In:[7,8,11,13,15,16,18,19,21,23,24,26,27,28,29,32,34,35,42,47,50,51,53,54,55],Is:[10,14,54],It:[7,12,17,29,30,37,40,52,53,54,55],NO:53,NOT:52,No:[7,18,28,31,33,34,37,38,47,52,53,54],Not:[10,30,53],OF:52,ON:52,ONE:8,OR:52,Of:[15,54],On:[49,53],One:[7,55],Or:55,SUCH:52,THAT:52,THE:52,TO:52,That:[13,53,55],The:[2,3,6,7,8,9,10,12,13,14,15,16,17,18,20,21,30,32,33,34,35,36,37,38,49,50,51,52,53,54,55,56],Then:[7,49,54],There:[7,8,10,21,49,51,54,55,56,57],These:[7,8,10,14,21,30,33,49,50,51,53,54,55,57],To:[7,8,10,30,49,51,52,53,54,55,56,57],WILL:52,Will:[33,53],With:[10,20,54],_:[7,10,12,14,28,31,34],__all__:49,__call__:12,__file__:31,__init__:[12,49],__main__:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],__name__:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],_copi:17,_io:7,_loc:[7,11,16],_nois:57,_type:20,a0:10,a1:10,a2:10,ab:10,abbrevi:50,abc:[7,11,12,16,18,49,54],abhinav:[51,54,55],abil:[28,34,55,57],abl:[12,23,55],abmax:10,about:[15,20,49,53,54],abov:[8,10,11,16,28,34,35,47,49,53,54,55,57],absolut:[7,11,16,55,57],acceler:[10,21,33,35,36,37,55],accept:[32,42,53,55,56],access:[7,10,14,24,35,51,53,54,55,56,57],accesss:53,accident:[49,53],accomplish:[12,53],accord:[18,21,54],account:53,accur:[7,10,30,54],accuraci:[9,19,20,30,54,55,57],achiev:[10,54],across:11,act:[10,23,55],action:[49,53],activ:[7,52,53],actor:53,actual:[7,12,25,29,33,35,37,55,56],ad:[2,6,7,10,20,23,25,32,34,38,49,53,55,57],adapt:57,add:[10,12,19,23,27,28,29,30,34,46,49,53,54,55,57],add_dt:7,add_load:12,add_predict:19,adddit:7,addit:[7,11,15,16,18,20,23,25,27,28,34,53,54,57],addition:[7,27,53,54,55],address:[3,56],adequ:[52,54,55,56],adjust:[21,41,54,55],administr:[49,53],advanc:[10,32,35,55],aeb:10,aerial:10,aerodynam:10,aeronaut:[49,54,56],aeroresearch:10,aerospac:[10,52],aet:10,affect:[38,50,55],after:[7,8,10,11,12,16,19,37,42,49,53,55],afterward:55,ag:[10,55],again:45,against:[52,53],agenc:52,aggr_method:[7,11,16],aggreg:[7,9,11,13,16,55,57],aggregation_method:9,ago:53,agre:52,agreement:[49,52],ai:10,aiaa:10,aimax:10,air:[10,33,36,37,38,55,56],air_dens:10,airborn:53,aircraft:[5,8,57],aircraft_model:[10,50,57],aircraftmodel:[10,57],airspac:10,al:[10,14,17,19,20,54],aleak:10,alert:53,algorithm:[3,7,12,14,15,17,18,19,50,51,53,54,55,57],alia:[10,54,57],all:[6,7,10,11,13,14,15,16,17,19,20,21,24,32,43,47,48,49,52,53,54,57],allow:[7,13,14,19,21,22,24,25,26,27,28,29,30,32,33,35,36,37,38,40,41,42,43,44,45,46,47,53,55,56,57],along:[7,10,12,15,51,54],alpha:[10,15,18,19,54],alpha_lambda:[19,54],also:[3,7,8,10,11,15,16,18,21,25,28,30,34,35,37,38,41,46,49,50,51,53,54,55,57],alt:21,altern:[10,41,55],altitud:[10,21,28,33,36,37],alwai:[2,10,54,55],ambient:[10,55],among:7,amount:[10,32,35,37,43,55],amp:[8,10,24,27,29,30,42],an:[2,7,9,10,11,12,13,14,15,16,17,18,19,23,27,29,32,33,34,35,36,37,38,49,50,52,53,54,55,56,57],analysi:[8,32,40,49,51,54,55],analyz:[17,37,51,53],andrew:10,angl:[10,21],angular:10,ani:[7,10,11,15,16,17,20,26,27,34,37,49,52,53,54,55,57],annual:[10,14,17,19,54,55],anod:10,anomal:53,anoth:[5,6,17,29,49,50,53,55],anticip:57,anyth:[27,36,37,55],anywher:30,aosp:10,ap:10,apach:53,apc:10,api:[3,7,56,57],api_doc:7,append:[23,29,31,34],appl:49,appli:[2,7,10,11,12,13,16,33,38,46,50,55,57],applic:[10,27,30,32,35,38,50,52,53,54,55,56,57],apply_:57,apply_bound:57,apply_limit:[11,16,46],apply_measurement_nois:[11,16],apply_process_nois:[11,16],apply_proportional_process_nois:38,approach:[7,10,12,14,17,19,21,29,32,38,50,51,54,55,57],appropri:[49,53],approv:[49,53],approxim:[7,11,16,29,30,50,55],april:53,aproach:46,aquisiton:53,ar:[2,3,6,7,8,9,10,11,13,14,15,16,17,18,19,20,21,24,25,27,28,29,30,31,32,33,35,36,38,41,42,47,49,50,51,52,53,54,55,56,57],arang:40,arc:10,architect:53,architectur:[52,53,56],archiv:53,area:10,arg:[12,17,19,33],argument:[3,6,7,9,10,11,12,13,14,15,16,17,18,19,20,37,54,55,56,57],aricraftmodel:[],aris:52,aritif:[14,19,54],armatur:10,around:[10,16,17,19,54,56],arrai:[7,8,11,15,16,17,20,21,23,28,33,34,35,47,53,54],articl:[10,14,17,19,54],artifact:53,artifici:17,ascent:21,ascent_spe:21,asia:10,ask:53,aspect:[12,54,55],assess:53,assign:[49,53],assist:[52,53],associ:[14,17,19,21,27,49,52,54],assum:[2,10,25,54],assumpt:[15,54],assur:49,atmax:10,atmospher:10,attach:10,attitud:[10,21],attribut:16,audit:53,augment:7,august:10,authent:56,author:[49,52,53],auto:[7,11,16,41,55],auto_examples_jupyt:32,auto_examples_python:32,autogen:53,autogener:49,autom:[49,53],automat:[16,25,41,49,55,57],av:10,avail:[18,21,53,54,55],averag:[2,12,21,29,40],aviat:10,avoid:7,ax:[11,12,33],axi:[7,10,17,23,54],axil:10,az:10,b:[10,11,20,24,30,35,50,51],back:[10,49,54],backward:49,bad:12,ball:[10,25,33,36,37,39],banerje:[10,52],baptista:54,baptistia:[14,17,19],bar:[7,11,16],barrier:53,base:[6,7,9,10,11,13,14,15,16,18,20,21,23,28,34,50,51,52,53,54,55,57],base_std:[2,29],basebal:[33,36,37],based_prognostics_with_concurrent_damage_progression_process:10,basi:[21,55],basic:[20,38,49,53,54,55],basic_exampl:54,basic_example_batteri:54,batt1:6,batt2:6,batt:[3,22,23,30,34,41,42],batt_id:8,batteri:[5,24,27,30,32,41,42,50,54,55],battery_electrochem:10,batterycircuit:[2,7,10,11,16,22,29,41,54,56],batteryelectrochem:[10,41,42,57],batteryelectrochemeod:[10,11,16,23,27,30,34,54,55,57],batteryelectrochemeodeol:[10,57],batteryelectrochemeol:[10,57],bear:10,becaus:[8,29,36,40,54,55],becom:[7,11,16,57],been:[3,7,10,11,13,16,17,19,29,49,53,57],befor:[7,8,10,11,16,20,29,31,37,39,49,53,54,55],begin:[15,17,18,24,28,33,35,36,37,54],behav:[6,55],behavior:[6,7,9,10,11,12,16,34,50,51,53,55],being:[7,11,16,32,41,42,43,44,45,49,50,54,55],below:[3,7,8,10,12,14,18,20,21,27,28,32,42,46,49,51,52,53,54,55,56,57],benchmark:[22,32,49,52,55,56],benefit:53,best:[13,39,49,53,54,55,56,57],beta:[15,18,19,54],better:7,between:[6,7,10,11,12,13,14,16,17,18,19,20,21,25,27,29,30,40,49,54,55],beyond:[54,55],bhaskar:54,bidirect:23,big:52,binari:55,bit:34,bitgener:12,blade:[10,55],blank:[7,11,13,16,17],block:[4,56],bodi:[10,37],bool:[3,4,7,10,11,16,17,19,20,56],bot:49,both:[7,15,49,53,56],bottom:[10,49,53],botton:10,bound:[7,10,11,16,19,20,46,54,55,57],branch:53,bring:57,brushless:10,brushlessdc:10,bsd:53,bu:[11,33],bug:[49,53,57],bugfix:[49,57],build:[7,8,10,11,16,23,25,28,32,34,39,49,52,56],built:54,bulk:10,bv:10,c:[8,10,11,20,24,31,33,52,55],c_l:31,c_q:10,ca:[10,56],calc_error:[7,11,16,30,31,39,53,57],calcul:[2,7,10,11,12,13,14,16,17,19,20,21,28,30,36,50,54,55,57],call:[7,11,12,13,16,18,25,50,54,55,57],callabl:[7,11,12,15,16,19],callback:[7,16,23,25,57],can:[2,7,8,10,11,12,13,14,15,16,18,19,20,21,25,26,27,30,32,33,35,36,37,38,39,40,41,46,49,50,51,52,53,54,55,56,57],cannot:[11,15,16,38,53,54,55],capabl:[51,53,55],capac:[10,32,42,55],capacitor:10,capit:53,captur:41,carlo:[15,51,54],cartesian:10,catalog:53,categori:[51,55],cathod:10,caus:[10,53],cautiou:[15,54],cb0:10,cb:10,cbp0:10,cbp1:10,cbp2:10,cbp3:10,cc:10,ccp:10,cd:[10,46,52,54,55,56,57],celaya2012:55,celaya:[51,54,55],celciu:57,cell:10,center:[8,10,52,53],centrifug:[10,32,44,55],centrifugal_pump:10,centrifugalpump:[10,44],centrifugalpumpbas:[10,57],centrifugalpumpwithwear:10,certain:[7,11,16,50],cfg:[2,3,7],cgf:31,challeng:56,chang:[25,26,32,37,41,49,53,55,57],chao:[7,53,55,57],chaospi:[7,53],characterist:50,charg:[10,27,30,42],chart:54,chat:53,check:[3,4,8,11,49,53],checker:53,checklist:53,checkout:[49,52,54,55,56],chemistri:41,chetan:[10,52],chief:53,choos:[49,55],chosen:54,chri:52,christoph:[49,52,53],circuit:10,citat:10,cla:49,claim:52,classmethod:[7,11,16],classnam:7,claus:53,cleak:10,clean:49,clear:[17,19],click:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],client:[3,52,56,57],clone:[49,52,54,55,56],close:[10,20,21,36,45,49,50,53,54],closer:39,closest:[11,16],cm:40,cmapss:5,cmax:10,co:8,coars:55,cobl:[14,17,19,54],code:[21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],codebas:53,codecov:53,codefactor:53,codeql:53,coeffici:[7,10,57],cofigur:37,collabor:53,collect:[7,9,11,12,16,19,20,23,28,31,34,39,49,54,55],collector:10,colloc:7,color:17,column:[8,23,35],com:[14,17,19,49,52,53,54,55,56],combat:51,combin:[6,13,19,51,52,54,57],combo:10,come:[8,51,54,55],command:[49,52,53,54,55,56],comment:[49,53],commerci:10,commit:[49,53],common:[7,12,49,50,52,53,54],commonli:[30,49,51,54,55],commun:[27,55,56],commut:10,compact:[17,23,31,34,44,48],compar:[14,17,19,23,28,30,34,35,37,51,53,54,55,56],compat:[49,53],compens:12,competit:8,compil:23,complet:[10,21,28,49,53],complex:[7,12,23,34,38,55,56],compli:[49,53],complianc:57,compliant:53,complic:[34,38,54],complient:49,compon:[10,23,54,55],compos:[6,10],composit:[6,50,55,57],composite_model:[13,55],compositemodel:[0,5,13,50,55],compris:57,comput:[10,12,15,19,22,32,35,49,54,55],computation:[51,54,55],concentr:10,concept:[27,32,55],concern:53,concurr:10,condit:[7,8,11,16,50,53,55],conduct:53,confer:[8,10,14,17,19,54,55],config:[2,3,7,37,38,44,45,54],configur:[2,3,7,10,11,15,16,17,18,23,31,37,38,39,45,49,50,51,54,55,57],confirm:[49,53],conform:[49,52],conjunct:55,connect:[3,6,8,55],connectionerror:8,consid:[8,20,40,50,54,56],consider:55,consist:[7,8,11,16,50],constant:[2,7,10,11,12,16,22],constitu:[32,36],constitut:52,constrain:50,constraint:21,construct:[7,9,10,18,37,54,55],constructor:[5,13,15,33,35,37,54],contact:10,contain:[7,10,11,12,16,19,20,38,54,55],contamin:8,content:8,contibut:52,continu:[7,8,11,13,16,53,55,57],contractor:[49,52],contribut:[53,54,55,56],contributor:[49,53],control:[5,10,33,35,36,37,49,50,53,55],conveni:49,converg:56,convert:[10,17,32,35,54],coordin:[7,21],copi:55,copyright:[49,53],corbetta:[10,52],core:[17,33],corpor:52,correct:53,correctli:55,correl:54,correspond:[7,8,10,11,12,14,16,17,19,27,49,52,54,55],cost:55,cot:53,could:[7,11,16,29,30,34,53,55],count:[14,19],cours:27,cov:[20,54],covar:20,covari:[15,18,20,54],covariance_matrix:20,cover:[10,49,53],coverag:[49,53],cq:10,cra:[19,57],crack:[31,32,55],creat:[3,7,11,12,15,16,18,20,21,22,26,28,30,31,34,35,37,40,41,42,43,45,46,51,53,54,55,56,57],creation:[51,54],cricial:53,criteria:[19,53,54],criteria_eqn:19,cross:10,cruis:21,cruise_spe:21,cs:10,csv:31,csv_dir:31,csvfile:31,ct:10,cumul:[19,57],cumulate_relative_accuraci:54,cumulative_relative_accuraci:19,curiou:49,current:[3,8,10,12,15,18,21,24,27,29,30,42,50,51,54,55,57],curv:[10,15,34,54],custom:[7,11,16,23,32,38,54,55],custom_model:[7,23,55,57],cutoff:[7,11,16],cv:10,cx:[11,33],cybernet:10,cycl:[8,10],cycle_tim:[44,45],d:[8,10,11,17,19,20,23,33,34,53],daigl:[10,51,52,54,55],daigle2013:10,daigle2016:10,daiglepump2013:10,daiglesankararaman2013:10,daiglevalve2011:10,daiglevalve2014:10,dailge2013:[],damag:[8,10,52,53],damp:10,dash:10,data:[0,3,5,10,11,13,14,16,17,18,19,23,24,28,30,31,32,34,39,50,51,53,56,57],data_four:[28,34],data_half:[28,34],data_model:[7,23,28,34,50,55,57],data_quart:[28,34],data_twic:[28,34],datafram:[8,17,57],datamodel:[0,5,50,55,57],datarepo:10,dataset:[0,5,24,32,53,55,57],dataset_:24,dataset_id:[8,24],date:49,dc:[5,55,57],dcmotor:[10,43,55,57],dcmotorsp:[10,57],de:55,debug:[4,56],decenc:53,decis:[49,53],decomposit:[7,30,32,55,57],decreas:[10,13,32,42,54,55],deem:49,def:[7,11,12,15,16,18,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55],default_paramet:[10,16,33,35,37,55],defaultdict:20,defin:[2,6,7,10,11,12,15,16,18,19,21,22,25,26,27,28,29,30,31,32,33,35,36,37,38,41,42,43,45,47,49,50,52,54,55,57],definit:[28,51,55],defualt:21,degrad:[8,10,16,51],degraded_capac:57,degre:[8,10,53,57],degred:[8,10],del:29,deleg:53,delimit:31,deliver:53,deliveri:53,demand:52,demo:[37,40,46],demonstr:[25,26,27,28,29,31,32,34,38,39,46,48,49,54,55,56],denot:50,dens:23,densiti:10,denver:8,depend:[7,11,16,40,49,55,57],dependabot:53,depict:19,deprec:53,deprecationwarn:49,depreci:[7,11,16,49],deputi:49,deriv:[10,11,16,25,32,36,40,50,55,57],derived_param:[25,55,57],desc:24,descent:21,descent_spe:21,describ:[2,3,7,10,11,12,14,16,18,20,21,27,32,33,36,40,49,50,51,52,53,54,55,56,57],descript:[8,24,53,54,55],design:[35,42,49,52,53],desir:[7,10,12,21,30,37,49,53],desrib:54,destruct:53,detail:[7,8,10,11,12,16,23,24,49,51,53,54,55,56,57],detect:[10,53],determin:[7,10,11,13,16,30,39,51,53,55],dev:[49,52,53,54,55,56],dev_guid:[49,53],develop:[8,10,52,53,54,55,57],deviat:[2,7,12,20],dfrac:[10,11,14,19,20],di:10,diagnost:[52,53,55],diamet:10,dict:[2,3,7,8,10,11,12,13,14,16,17,18,19,20,33,49,54],dictionari:[2,7,10,11,12,13,14,16,19,20,21,25,32,33,35,37,49,54],dictlikematrixwrapp:[7,11,16],diego:10,differ:[7,8,9,10,14,18,19,20,21,23,28,29,34,37,38,45,53,54,55,56,57],differenti:[7,11,16,55],diffus:10,dimens:[7,10,11,15,54,55],dimension:[7,50],dimensionless:10,direct:[7,10,11,16,50,57],direct_model:55,directli:[7,11,15,16,22,24,25,26,27,28,29,30,33,35,36,37,38,40,41,42,43,44,45,46,47,49,50,53,54,55,57],directori:[49,53],directthrownobject:55,dirnam:31,discharg:[10,24,27,42,50,57],discret:[7,11,12,16,55],discript:55,discuss:[49,53],disk:24,displai:[17,19,44,48,54,55,56],display_at_subplot:48,display_label:[17,48],dist:[20,38],distanc:10,distribu:55,distribut:[7,9,10,13,14,15,16,19,20,29,33,38,52,54,57],divid:[8,51,55],divis:49,djis1000:10,dlr:52,dmd:[7,11,16,30,55,57],dmd_matrix:7,dmdmodel:[5,57],doc:49,document:[7,11,16,18,52,53,54,55],doe:[7,19,52,53,55],doesn:[15,18],dof:55,doi:[10,49,52],domain:[15,54],don:[7,11,16,55],done:[7,9,13,24,30,34,38,49,51,53,54,55],dont:[19,23,24,29],doubl:[7,11,16,21,57],down:57,download:[8,10,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,55,57],draft:57,drag:[10,46,57],dramat:55,draw:10,drawn:[42,50,54],drf:57,drive:10,driven:[7,11,16,50,51,55,57],drop:10,dropdown:12,dropout:[7,23],dt:[7,10,11,15,16,18,21,23,26,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,45,46,47,48,54,55,57],dtaidist:53,dtw:[7,11,16,53,57],dtype:[23,34],due:[10,33,35,37,55],duffi:53,dump:24,duplic:6,dure:[8,13,53,55,57],duti:[10,43],dvdt:55,dx:[10,11,13,16,33,36,37,40,55,57],dx_eqn:36,dxdt:55,dynam:[7,10,11,12,16,26,30,32,53,55,57],dynamic_step_s:[26,55,57],e0:7,e1:7,e2:7,e:[2,3,5,6,8,9,10,11,12,13,14,15,16,18,19,20,23,25,28,32,33,34,38,42,49,50,51,52,53,54,55,56,57],each:[2,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,24,29,33,35,37,38,40,49,53,54,55,56,57],earli:7,early_stop:7,eas:53,easili:54,east:10,edward:10,eelement:7,effect:[6,8,10,12,50,53,57],effici:[7,22,32,33,35,37,49,54,55],either:[7,11,12,15,16,18,19,49,50,52,54,55],eklund:8,electr:10,electro:41,electrochem:10,electrochemistri:10,electrod:10,electrolyt:10,electron:[10,53],element:[6,7,17,23,29,34,38],elif:[27,29,30,31,41,42,44],elimin:55,els:[7,11,16,19,23,27,29,30,31,33,41,44,55],email:52,emf:10,empir:10,empti:[11,16,19,20,33,35,37,38,40,49],en:[15,53,54],enabl:[7,53,54,55,57],encod:7,end:[7,8,10,11,15,16,17,24,27,32,42,50,54,55],end_of_miss:54,endors:52,endpoint:57,enforc:[53,57],engin:[5,54,55,56],enhanc:53,enough:[7,39],ensembl:[9,13,55,57],ensemblemodel:[0,5,55],ensur:[30,49,53,55],enu:10,enumar:53,enumer:[24,46],environ:[23,28,34,55],environment:[50,55,56],eod:[10,11,16,27,29,40,42,57],eod_requirement_threshold:27,eod_warn_r:27,eod_warn_yellow:27,eoi:[27,55],eol:[10,11,15,16,27,32,42,50,54,55,57],eol_ev:54,eom:[27,55],epoch:[7,23,28,34],eqn:[7,10,11,13,16,29,33],equal:17,equat:[7,10,11,15,16,28,31,32,33,35,36,51,54,55],equip:8,equival:[10,18,30,54],equivil:[10,15],error:[7,10,11,12,13,16,19,30,31,39,49,52,57],error_method:[7,11,16],es:[11,55],esc:[5,43,57],especi:[7,34,51,53,54,55],essenti:55,est:53,establish:53,estim:[0,1,3,5,7,10,11,13,14,15,16,29,31,32,33,35,39,49,50,51,52,56,57],estimate_param:[7,11,16,31,39,55,57],estimate_paramet:57,et:[10,14,17,19,20,54],eta:21,etc:[7,10,11,16,49,50,53,54,57],euler:[7,10,11,16,21,55,57],eval:55,eval_pt:[7,11,16,55],evalu:[7,11,14,16,17,19,53,54,55,57],even:41,event1:[15,19,54],event2:[15,19,54],event3:19,event:[3,7,10,11,13,14,15,16,17,19,20,26,27,28,29,31,32,33,35,36,37,40,42,44,46,48,49,50,51,56,57],event_1:55,event_kei:[7,11,16],event_occur:37,event_st:[7,10,11,13,15,16,17,18,26,27,28,29,30,31,33,35,36,37,42,44,47,49,54,55,57],event_state_eqn:36,event_state_model:7,everi:[7,8,10,11,13,15,16,26,33,38,41,49,53,55],everyth:38,evid:53,evolut:[48,55],evolv:[51,54,55],ex1:38,ex2:38,ex3:38,ex4:38,ex5:38,ex6:38,ex7:38,ex:30,exact:[50,54,55,57],exactli:[35,55],exampl:[2,3,6,7,9,10,11,12,13,14,15,16,18,19,20,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,53,57],exce:46,excel:[8,10,52],except:[7,11,16,31,35,49,53],execut:[6,22,24,25,26,27,29,30,33,35,36,37,38,40,41,42,43,44,45,46,47],exercis:[34,55],exist:[7,18,19,20,49,53,54,55,57],exit:56,expand:53,expans:[7,53,55,57],expect:[2,7,15,29,49,50,53,54,55,57],expens:[7,51,52,54,55],experi:57,experiment:[10,49],expert:[13,55],explicitli:[49,57],explor:57,express:52,extend:[14,17,25,27,55],extent:52,extern:[49,53],extract:54,extrem:49,eycjk6qffbzntskztov9npmbc9cppf6fniruktg2gwvopa:49,f:[7,10,11,16,19,24,26,33,46,50,53,55],face:56,facil:53,fade:[18,54],fail:[8,53,55],failur:[8,10,27,50,53,54,55],fake:[23,28,34,54,55],fall:[7,10,11,16,27,28,32,33,35,36,37,42,53,54,55],falling_:55,fals:[7,11,16,19,23,31,34,38,44,45,46,48],fan:8,fast:46,fastdtw:53,faster:[10,25,30,38,50,54,55],fatigu:55,fault:[8,10],fc:53,fcn:12,featur:[8,15,18,25,26,32,35,39,49,51,52,53,54,55,56,57],feed:29,feedback:10,few:[7,10,54,55],fidel:[7,11,16,30],field:16,fig:[19,20,54],figsiz:17,figur:[17,19,20,24,53,54],file:[7,31,49,53],filenotfounderror:31,fill:13,filt:[18,54],filter:[18,51,54,55,57],filterpi:[18,53,54],final_st:54,find:[31,49],first:[2,6,7,10,11,13,14,15,16,17,26,29,31,37,45,47,49,54,55,56],first_output:[7,11,16,44,45],first_stat:[15,47],fit:[13,23,34,52,54,55],fix:[10,38,39,49,53,57],flag:56,flask:53,fleet:8,flexibl:55,flight:[10,36,37,55,57],flow:10,flowrat:10,fluid:10,fluidi:10,folder:53,follow:[2,6,7,10,11,15,18,19,21,33,49,51,52,53,54,55,56],font:17,fontsiz:17,forbrushless:10,forc:[18,21,54,56],forgiv:21,fork:53,form:[6,9,10,13,20,23,32,35,42,53,54,55,57],format:[6,7,8,11,16,22,23,24,25,36,37,38,40,46,54],formul:53,forum:10,forward:[7,11,13,16,18,30,54,55,57],found:[19,31,51],foundat:[51,54,55],four:55,fraction:[7,10,11,16,28,30,33,35,36,37],frame:[10,17],frame_is_empti:17,framework:[54,55],free:52,freedom:[10,52],frequenc:[7,10,11,15,16,29,30,31,38,41,42,54,55],frequent:[7,50,54,55],friction:[10,45],from:[2,5,6,8,9,10,11,12,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,51,52,53,54,55,56],from_data:[7,23,28,34,55,57],from_json:[7,11,16,57],from_model:[7,34,55,57],fulfil:53,full:[10,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55,56],full_lstm_model:[7,28,55,57],fulli:[7,50,53,57],func:[7,11,16],further:[7,8,27,29,32,52,53,54,55],furthermor:53,futur:[2,3,7,11,12,14,15,16,22,24,27,29,30,31,32,34,38,41,42,43,44,45,50,51,53,56,57],future_load:[7,12,15,22,23,26,27,28,29,30,31,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,54,55],future_load_eqn:[7,11,16],future_loading2:[23,34],future_loading3:[28,34],future_loading_1:30,future_loading_2:30,future_loading_eqn:[7,11,12,15,16,23,34],fx:[11,33],g:[2,3,7,9,10,11,13,14,15,16,18,19,20,23,25,28,33,34,35,37,38,46,49,50,51,53,54,55,56,57],ga:10,gain:12,galleri:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],gas_gamm:10,gas_gamma:10,gas_mass:10,gas_r:10,gas_temp:10,gas_z:10,gaussian:[12,15,29,54],gaussian_wrapp:[],gaussianloadwrapp:[],gaussiannoiseloadwrapp:12,gaussiannoisewrapp:[12,57],geneart:54,gener:[7,9,10,11,12,15,16,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,54,56,57],generate_model:36,generate_surrog:[7,11,16,30,50,55,57],genet:[14,17,19,54],georg:10,german:52,get:[3,14,17,18,19,20,27,29,49,54,57],get_event_st:3,get_load:12,get_model:[3,57],get_performance_metr:3,get_predicted_event_st:3,get_predicted_performance_metr:3,get_predicted_st:3,get_predicted_to:3,get_prediction_statu:3,get_stat:3,git:[49,52,54,55,56],github:[49,52,53,54,55,56],give:[29,53],given:[7,11,14,15,16,17,18,19,20,21,23,34,50,51,54,55],go:[14,17,19,27,29,38,46,54,55],goal:53,goe:[7,11,16],goebel2017:55,goebel:[8,10,20,51,54,55],good:[13,29,30],gorosp:10,gorund:37,got:53,gov:[8,10,52],govern:[49,52,53],gpm:10,gradual:50,graph:[17,24],grav_mar:37,grav_moon:37,grav_venu:37,graviti:[10,21,33,35,36,37,55],greater:57,green:54,griffith:52,ground:[10,19,20,28,33,35,36,37,38,46,47,53,54],ground_truth:[19,20],group:[10,52,53],grow:8,growth:[10,31,32,55],grumman:52,gt:19,guarente:[7,11,16],guess:39,gui:[33,36,37],h:10,ha:[2,3,7,10,11,12,13,16,17,19,21,27,28,29,33,35,36,37,38,49,50,53,55,57],hand:54,handbook:53,handl:[28,29,32,34,38,49,55],happen:[46,55],hard:12,hardwar:[52,53],harmless:52,have:[6,7,8,9,11,12,13,15,16,21,24,25,27,29,31,32,34,35,49,50,52,53,54,55,57],hazard:53,hc:10,hcp:10,health:[8,10,19,42,50,52,54,55],healthi:[27,50,55],heard:55,heat:10,heavenli:37,height:[10,17,25,28,33,35,36,37,39,40,46,47,55],help:[7,12,53,54],here:[2,15,18,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,53,54,55],hidden:[50,54,55],high:[7,30],high_fidelity_result:30,higher:[7,11,16,21,30],highli:7,highlight:[49,54],histogram:[15,20,54,57],histor:7,hit:[10,33,36,37,47,55],hogg:10,hoil1:10,hoil2:10,hoil3:10,hold:52,horizon:[7,11,15,16,19,31,44,45,54,57],host:[3,4,52,54,55,56],hotfix:49,how:[7,11,12,13,16,18,20,25,27,32,34,36,46,50,51,54,55,56,57],howev:[23,27,33,35,37,53,55],hpc:8,hradial1:10,hradial2:10,hstack:[23,34],hsu:10,hthrust1:10,hthrust2:10,html:53,http:[7,8,10,14,15,17,19,49,52,53,54,55,56],human:54,hybrid:[50,51,55],hypothesi:[15,54],hz:10,i:[2,3,5,6,8,10,11,12,13,14,15,16,18,19,20,22,23,24,25,27,29,30,32,34,38,40,41,42,46,49,50,51,53,54,55,57],iT:10,i_a:10,i_b:10,i_c:10,ib:10,id:[8,57],idea:49,idenfii:7,ident:10,identifi:[7,13,14,16,17,19,32,39,46,53,54,55],ieee:10,ignor:[10,21,54],ijphm:10,illustr:[27,32,49,51,54,55,56],iloc:17,imax:[11,16],immedi:52,immut:14,impact:[7,10,11,15,16,26,28,33,34,35,36,37,38,40,46,47,48,54,55],impact_:55,impel:10,impellerwearfailur:10,implement:[5,7,10,11,15,16,18,25,30,33,35,37,50,52,56,57],implent:56,impli:52,implmenet:53,imposs:55,improv:[9,25,49,53,57],includ:[0,5,6,8,11,12,13,16,17,19,20,21,25,30,33,34,35,37,49,50,51,52,53,54,55,56,57],inclus:53,inconsist:53,incorpor:[53,55],incorrect:55,increas:[2,10,13,19,23,29,34,53,54],increment:10,indemn:52,indemnifi:52,independ:49,index:[7,10,11,12,14,16,17,18,19,24,52,54],index_of_data:17,index_scheduled_var:12,indic:[7,8,10,11,14,16,17,19,24,50,53],indicatortol:10,individu:[7,13,49,53,54],indranil:[51,54,55],induct:10,ineffici:[32,35],inertia:10,inf:46,inform:[12,15,18,20,50,53,54,55,57],infring:52,inherit:[10,11,54,55],inidividu:[20,51],initi:[3,7,8,10,11,12,15,16,18,23,28,33,34,35,36,37,42,44,45,46,47,50,54,55,57],initial_st:[18,54],inject:53,inlcud:54,inner:55,input0:12,input1:55,input2:55,input:[6,7,10,11,12,13,14,15,16,17,18,23,26,28,29,30,31,33,34,35,36,37,38,39,42,44,47,49,50,53,54,57],input_data:[7,23,34],input_dist:7,input_kei:[7,11,16,23,28,34],input_nam:6,inputcontain:[7,11,12,16,18,20,22,23,27,28,29,30,31,32,33,34,35,37,38,40,41,42,43,44,45,55,57],insert:53,inspect:53,instabl:[7,11,16],instal:[8,57],instanc:[7,11,16,19,26,37,40,46,54,55],instanti:54,instead:[7,10,11,16,28,32,35,39,49,50,54,55,57],institut:52,insuffici:[10,42,55],insufficientcapac:[10,42],int_lag:12,integ:14,integr:[7,11,12,16,41,53,55,57],integration_method:[7,11,16,41,55,57],intel:49,intellig:[14,17,19,54],intend:[51,56],intens:31,intent:53,inter:50,interact:[3,56],interchang:[7,30,49,57],interconnect:[6,55],interdepend:57,interest:[27,50,51,52,54,55],interfac:[5,57],interior:10,intermedi:[7,11,16,57],intern:[7,8,10,30,50,53,54,55],internet:8,interpol:21,interpret:[14,17,19,54,55],interrupt:56,intial:7,introduc:[53,57],investig:[53,54],involv:[7,53],io:[7,49,52,53,54],ion:10,ipynb:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],is_continu:[7,11,16],is_direct:[7,11,16],is_discret:[7,11,16],is_init:3,is_run:4,is_state_transition_model:[7,11,16],is_vector:[16,35],isn:[34,50,52,54,55,56],issu:[8,49,53],ist:8,item:[19,29,37,49,53],iter1:30,iter2:30,iter:[7,14,17,19,21,30],iterrow:17,its:[14,15,17,18,19,46,53,54,55,56],itself:[18,49,53],j:[7,10,14,17,19,54,55],j_t:10,jami:54,jarvi:[49,52],jena_sens:23,jerk:21,jet:5,jl:10,jo:51,john:[51,54,55],join:31,joint:7,journal:[10,19,54,55],jpl:49,jr:10,js:10,json:[7,11,16,55,57],jt:10,juli:53,jupyt:[22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],just:[38,55,57],juypter:49,k:[8,10,19,52,55,56],k_max:31,k_min:31,kai:[51,54,55],kalman:[18,51,54,55],kalman_filt:[15,54,57],kalmanfilt:[18,54,57],kappa:[15,18,54],katelyn:[49,52],keep:53,kei:[2,7,11,12,14,16,17,18,19,20,29,30,31,36,37,39,54,55,57],kept:53,kera:[7,23,55],key1:[7,11,16,20],key2:[7,11,16,20],key3:20,keyboard:56,keyerror:19,keyword:[3,6,7,9,10,11,12,13,15,16,17,18,19,20,33,54,56],keywork:57,kf:[18,54],kg:10,kind:[20,52],kister:10,kmin:10,kn:10,know:[31,34],knowledg:[51,55],known:[10,49,53],kp:10,kt:10,kulkarni:[10,52],kutta:[41,55],kwarg:[3,4,6,7,9,10,11,12,13,15,16,17,18,19,20,21,54],l1:10,l:10,la:10,label:[8,17,20,24,30,42,53,54],laboratori:53,lack:19,lambda:[7,11,16,19,23,34,55],lambda_valu:19,land:21,landing_altitud:21,landing_spe:21,languag:53,larg:[7,17,51,53,54,55,57],larger:[8,18,54],last:[2,8,12,16,18,23,34,38,50,53,54],lat:21,later:38,latest:[8,52,54,55,56],latitud:21,law:[31,32,52,57],layer:[7,23,55],layout:17,lazili:57,lazysimresult:[17,57],lbl:44,lead:[49,53],leak:[10,55],learn:[7,32,35,50,51,53,54,55,56],least:[7,9,13,29,49,53,55],leav:[33,35,37],left:[10,19],legend:[30,44,48,57],len:[23,24,29,30,40,54],length:[7,10,12,21,31],less:[7,10,30],let:[25,29,35,37,38,39,40,46,47],level:[8,10,53,57],lgtm:[49,53],lh2:10,li:10,liabil:52,librari:[15,18],licens:[49,53],life:[8,10,15,27,32,42,50,54,55],lifecycl:53,light:46,like:[14,15,20,27,29,32,34,35,38,41,49,50,52,53,54,55,56,57],likelihood:54,lim:10,limit:[10,11,16,32,46,52,53,54,55,57],line:[17,19,52,54,55,56],linear:[7,10,11,12,15,25,32,33,54,55,57],linear_model:[33,55,57],linearmodel:[0,5,7,18,32,33,54,55,57],ling:55,link:[53,54,55],linkedin:49,linter:49,linux:49,list:[6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,25,53,54,55,56,57],lithium:10,littl:38,ll:[23,28,34,55],load:[0,1,3,5,7,10,11,15,16,18,22,23,27,29,30,31,32,33,34,38,41,42,43,44,45,47,50,51,54,56,57],load_data:[8,24],load_est:[2,3],load_est_cfg:[2,3],load_estim:12,load_funct:[7,11,16,30],load_sourc:12,loadestim:12,loading_eqn:[23,34],local:[14,17,19,54],logic:[7,11,15,16,18,28,29,50,53,54,55],lon:21,longer:[7,11,16,53,55],longitud:21,look:[49,52,53,54,56],loop:[10,50,55],loss:[23,52,54],lot:55,low:[10,53,55],lower1:[7,11,16],lower2:[7,11,16],lower:[7,11,16,20,21,27,57],lower_limit:16,lowest:13,lqr:[12,50],lqr_i:12,ls:10,lstm:[7,23,57],lstm_model:[7,34,55,57],lstmstatetransitionmodel:[5,23,28,32,34,50,55,57],lstmthrownobject:28,lump:10,m1:9,m2:[7,9,16,28,34],m3:[9,16,34],m:[3,7,9,10,11,12,13,14,15,16,17,18,19,20,21,25,26,27,28,29,31,33,34,35,36,37,38,39,40,46,47,48,49,52,53,54,55,56],m_batt:[23,34],m_custom:23,mac:49,machin:[32,35,50,51,53],made:[19,53,54],mae:[7,11,16,23,57],magnitud:[8,10,21],mahadevan:55,mai:[7,8,10,24,46,52,53,54,55,56,57],main:53,maintain:[10,49,53],mainten:52,major:[49,53],make:[8,12,13,20,49,51,54,55,57],malici:53,man:10,manag:[8,10,19,49,51,52,54,55,56],mani:[30,53,54,55],manipul:[17,54],manner:[38,52],manual:[28,46,49],manufactur:[8,10],map:[7,11,16,19,55,57],mape:[7,11,16,57],march:53,marcia:54,mark:[49,53,54],mass:10,master:[49,53],match:[12,18,28,34,53,54,55],math:[11,46],mathemat:[16,53],matirx:35,matlab:[15,18],matmul:35,matplotlib:[17,19,20,23,24,27,28,29,30,31,34,38,42,44,48,53],matric:11,matrici:[32,35],matrix:[7,10,12,15,18,20,23,32,34,35,54,57],matrix_model:35,matrixcheck:11,matteo:[10,52],matter:52,matthew:[51,52,54,55],max:[10,28,33,35,36,37,41,55],max_:[7,11,16,57],max_avgjerk:21,max_i:[10,11,16],max_it:21,max_phi:21,max_score_step:13,max_theta:21,max_x:[28,36,37],maximum:[7,10,11,13,16,18,21,28,33,35,36,37,54,55,57],mbot:10,mc:54,mcoil:10,mcradial:10,mcthrust:10,mead:[7,11,16],mean:[2,7,9,11,14,15,16,17,18,19,20,23,29,30,54,55,56,57],mean_valu:[14,20],measur:[7,8,10,11,13,14,16,17,18,19,28,29,33,36,37,38,39,45,50,51,53,54],measured_load:29,measurement_eqn_exampl:54,measurement_nois:[10,11,13,16,33,34,38,57],measurement_noise_dist:[10,11,13,16,33,38],measuremetn:36,mechan:10,median:[20,54],median_valu:20,meet:[19,54,57],member:[28,54],memori:[18,54,55],menu:51,merchant:52,merg:[49,53],merger:53,messag:[49,53],met:[7,11,15,16,19,27,32,37,41,44,45,49,53,54,55],meter:39,method:[3,7,10,11,14,15,16,17,18,19,25,28,33,41,45,50,51,53,54,55,56,57],metric:[3,6,10,11,13,14,15,16,17,18,19,20,23,37,50,53,54,56,57],mgmt:53,might:[23,54,55],mileston:[49,53],min:10,minim:[7,11,16,17,48,55],minimum:57,minor:53,minu:10,minut:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],misc:52,miss:56,mission:[10,27,53,54,55],mission_complet:10,mit:53,mitig:53,mixtur:[13,55],mixture_of_expert:55,mixtureofexpert:[0,5,55],mixtureofexpertsmodel:[13,55,57],mode:[4,7,8,11,16,30,32,45,55,56,57],model1:[13,55],model2:[13,55],model:[0,2,3,5,6,7,8,9,11,12,13,15,16,18,20,22,23,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56],model_cfg:3,model_config:38,model_gen:36,model_nam:6,modelcheckpoint:23,modifi:7,modul:[10,22,24,25,26,27,29,30,32,33,35,36,37,38,40,41,42,43,44,45,46,47,48,52,55,56],moe:[13,55],mol:10,molar:10,mole:10,moment:[10,12],monitor:[10,53],monoton:[14,17,19,37,54,57],monotonicitii:19,monotonicti:[14,17,19],monotono:[14,19],mont:[15,51,54],monte_carlo:[18,54],montecarlo:[3,14,15,50,54],montecarlopredictor:54,month:52,more:[7,8,12,15,18,21,23,25,27,29,33,34,35,37,38,39,40,49,50,53,54,55,56,57],most:[7,12,16,23,49,50,51,52,54,55,56],mot:53,motor:[5,43,55,57],move:[2,8,12,21,29,55],moving_avg:29,movingaverag:[2,12],ms:22,mse:[7,11,16,23,30],mtop:10,much:[27,39,40,54,55],multipl:[6,7,8,9,11,13,16,17,18,19,30,32,47,50,53,54,55,56,57],multiprocess:7,multivari:[8,20],multivariatenormaldist:[15,20,54],must:[6,7,8,11,12,15,16,18,19,20,27,49,53,55],mutual:10,mx:10,my:[10,49],mybatt:27,mz:10,n:[7,8,10,14,17,19,20,21,25,26,31,34,41,42,43,45],n_e:11,n_event:7,n_event_st:7,n_input:[7,11,23],n_output:[7,11],n_sampl:[7,15,20,54],n_state:[7,11],n_time:7,na:53,name:[2,3,6,7,8,16,19,28,49,54,57],namedtupl:[7,11,16],nameerror:16,nametupl:15,nan:[11,16],nanalyz:24,nasa:[8,10,15,18,24,32,49,52,54,55,56,57],nasa_batteri:[5,24],nasa_cmapss:5,natali:10,nation:49,natur:[54,55],navig:49,nc:53,ndarrai:[7,12,17,21],ndataset:24,ndim:23,nears:50,necessari:[7,10,11,16,28,50,54,55],need:[7,10,11,12,16,21,23,27,28,31,34,45,49,53,54,55,57],neg:[10,57],neglect:[10,37],neither:[11,16],nelder:[7,11,16],net:10,network:[50,55],neural:[50,55],never:49,new_data:[18,54],new_model:[25,37,55],new_state_estimator_exampl:54,new_v:55,new_x:55,newaxi:23,newlin:31,nexampl:[34,38],next:[11,13,14,16,17,19,26,49,53,54,55],next_stat:[10,11,13,16,23,28,33,34,35,55,57],next_tim:26,nfor:40,ngc:52,nimpact:38,nitrogen:10,nm:10,nmonoton:37,nnote:38,nnumber:24,node:10,nois:[2,7,8,10,11,12,13,15,16,18,30,32,33,35,37,38,50,54,57],nomin:10,non:[7,10,15,49,54,55,56,57],none:[2,7,10,11,12,16,17,18,19,20,21,22,23,26,27,28,29,30,31,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,54,55],nonlinear:[15,54,57],nonloc:[23,28,34,42],noptim:[31,39],normal:[7,8,10,13,16,19,20,23,29,30,33,54],north:10,northrop:52,notabl:54,notat:35,note2:25,note:[6,7,10,11,16,24,25,27,30,34,35,38,41,46],notebook:[22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],notic:[25,49,53],notifi:[49,53],now:[25,29,30,35,37,38,40,47,55,57],np:[7,8,9,11,12,15,17,20,21,23,28,33,34,35,40,54,55],npr7150:49,nsampl:20,nset:26,nstate:[15,54],nth:20,nthi:37,ntr:10,num_input:12,num_particl:[18,54],num_sampl:20,num_stat:12,number:[6,7,8,10,11,12,13,14,15,16,17,18,19,20,21,22,24,29,33,46,49,50,51,53,54,55,56],numer:55,numpi:[17,20,23,28,29,33,34,35,38,40,47,53],nupdat:25,nurb:21,nurbs_basis_length:21,nurbs_ord:21,obj:25,object:[7,8,10,11,12,14,16,17,20,21,22,28,30,31,32,33,34,35,36,37,38,41,42,43,45,46,47,49,53,54,55,56,57],observ:[7,11,16,18,54,55,57],obtain:[15,54],obvious:[37,39],occasion:57,occupi:10,occur:[7,10,11,15,16,17,19,27,37,49,50,51,53,54,55],occurr:[7,11,14,16],oct:[8,52],octob:10,odd:41,odesolv:16,off:[21,49,53],offic:[49,53],offlin:54,offset:[10,12],offsetx:10,often:[50,51,54],ohm:10,ohmic:10,oil:10,ok:[29,37,38],omega:10,omit:[7,11,16],onc:[38,39,56],one:[2,6,7,8,9,10,12,14,17,18,19,25,50,51,53,54,55,56],onedr:53,ones:54,onli:[7,10,11,12,13,16,20,34,38,47,49,53,54,55,57],onlin:56,online_prog:56,op:53,open:[10,24,31,45,49,52,53],openapi:49,oper:[8,9,14,20,32,35,49,50,57],optim:[7,11,14,16,17,19,23,50,54,55],optimizeresult:[7,11,16],option:[2,3,4,6,7,10,11,12,13,14,15,16,17,18,19,20,21,29,30,31,33,35,36,37,40,41,42,44,45,48,49,51,54,55,56,57],option_scor:56,options_hf:30,options_sim:30,options_surrog:30,order:[2,6,7,8,11,13,16,19,20,21,35,41,54,55],org:[7,10,14,15,17,19,53,54],organ:52,organiz:49,organizt:53,orient:[52,53,56],origin:[7,23,28,30,34,52,55,56],orlean:10,os:31,oss:53,other:[3,7,9,13,17,23,49,50,52,53,54,56,57],other_fcn:25,otherwis:[7,11,16,19,55],our:[25,49,52,53],out:[29,49,54],output:[6,7,9,10,11,13,14,15,16,17,18,23,26,28,30,31,33,34,35,36,37,38,39,44,45,47,49,50,51,53,54,57],output_data:[7,23,34],output_kei:[7,11,16,23,28,30,34],output_model:7,output_nam:6,outputcontain:[7,11,16,18,20,32,35,37,55,57],outsid:[11,16,46,54],over:[2,13,55],overal:12,overfit:7,overhaul:52,overhead:10,overheat:10,overlai:54,overpotenti:10,overrid:[7,11,16,28,33,55],overridden:[11,16],overritten:20,overwrit:[11,16],overwritten:[7,33,35,37],own:[21,23,28,34,55],ownbi:10,p:[10,20,52],pa:10,paa:[3,56],pacif:10,packag:[3,7,8,10,14,15,18,20,21,27,49,50,53,54,55,56,57],page:[49,51,52,53,54],pair:[10,19],palanisami:10,palletsproject:53,panda:[8,17,53,57],paper:[10,14,17,19,54],param1:55,param2:55,param:[10,25],param_callback:[16,25],param_est:[7,11,16,39,55,57],paramet:[2,3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,25,28,30,31,32,33,35,37,39,40,44,45,46,50,51,53,54,57],parameter:[50,55],params_to_estim:55,paramt:10,parasit:10,parent:[27,50],pari:[31,32,57],paris_law:31,parislawcrackgrowth:[31,57],part:[9,10,17,28,32,34,36,53,55,57],parti:52,partial:53,particip:53,particl:[18,51,54,57],particle_filter_battery_exampl:54,particlefilt:[3,18,54],particular:[52,54],partner:53,pass:[7,11,12,16,19,20,21,23,28,33,35,37,49,53,54,55,57],past:[7,13,53,55],path:[31,50],patienc:7,patm:10,payload:10,pb:10,pc:53,pce:[55,57],pcoe:[8,10,24,52,55],pd:[8,17],pdf:10,pdiff:10,pdisch:[10,44],penalti:12,pep:49,per:[2,10,30,40],percentag:[7,10,11,16,19,20,54,57],percentage_in_bound:[20,54,57],percentil:54,perfect:34,perfectli:41,perfom:14,perform:[3,6,7,8,10,11,13,15,16,18,19,23,32,37,40,50,51,52,53,54,55,56,57],performance_metr:[11,13,16,57],performance_metric_kei:[6,11,16],period:[32,41,53,55],permit:52,persist:56,person:49,perturb:7,pf:[18,54],ph:19,phase:[10,53,55,57],phi:[10,12],phm08:8,phm:[10,14,17,19,27,54,55],phmconf:[10,14,17,19,54],phmsocieti:[10,14,17,19,54],php:[10,14,17,19,54],physic:[7,11,16,23,28,34,50,51,55,57],pi:21,pickl:[24,55,57],piec:[27,29,30,31,41],piecewis:[2,12],pii:[14,17,19,54],pilot:53,pip:[49,52,54,55,56,57],piston:10,pitch:10,pitcher:[33,36,37],pkl:24,pl:[10,45],place:[15,53,54,55],plan:53,planetari:10,playback:[54,57],pleas:[8,52],plot:[15,17,19,20,23,24,27,28,29,30,31,34,38,42,44,54,55,57],plot_hist:[15,20,54],plot_scatt:[20,54],plot_timeseri:[44,48],plt:[23,24,27,28,29,30,31,34,38,42,44,48],plu:[7,10,17],plug:10,pm:[11,16,53],pneumat:[5,32,45,55],pneumatic_valv:[10,45],pneumaticvalv:[10,45],pneumaticvalvebas:[10,57],pneumaticvalvewithwear:10,po:[10,54],pof:54,point:[3,7,8,10,11,14,15,16,17,30,41,50,54,55,57],poisit:10,pole:10,poli:7,polici:53,polynomi:[7,53,55,57],polynomialchaosexpans:[5,57],pop:[17,19],pop_by_index:17,popitem:19,port:[3,4,10,56],portia:52,portion:19,posit:[10,12,21,33,35,36,37,38,39,48,50,55],possibl:[10,49],post:[46,53],posterior:[18,54],potenti:[51,53],power:53,powertrain:[5,32,43,55,57],pp:10,pr:[10,45,53],practic:[49,53,55],practition:52,pre:[10,46,52,54,55,56],pre_process_data:23,precis:[51,54],pred:[3,15],pred_cfg:3,pred_result:15,predefin:[15,55],predict:[0,3,5,7,8,9,10,11,13,15,16,17,18,19,20,27,28,29,30,36,50,51,52,56,57],predict_specific_ev:54,predictionresult:15,predictor:[0,3,5,14,17,18,19,49,50,51,53,54,57],predictor_templ:[15,49],predifin:55,prep:[28,34],present:[7,14,19,49,52,55,56],pressur:[10,55],pretend:[29,39],pretti:34,prevent:[32,35,53,57],previou:[53,57],previous:[7,11,16,20,53],principl:51,print:[7,11,16,18,19,20,22,23,24,25,26,27,28,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55,57],print_result:38,prior:[8,18,49,52,53,54,56],prob_success:54,probabl:54,problem:55,proccess:55,procedur:[15,24,53,54],proceed:8,process:[10,11,13,15,16,18,33,38,49,50,51,53,54,55,56],process_nois:[10,11,13,16,30,31,33,34,35,37,38,44,45,57],process_noise_dist:[10,11,13,16,30,33,38],processor:53,produc:[7,11,12,16,18,19,20,53,54],product:[52,53,55],profession:[33,36,37],profil:[3,14,19,21,24,30,55,56,57],prog:[0,1,36,40],prog_alg:[52,53],prog_client:[0,1,2,52,56],prog_mod:[],prog_model:[26,27,33,35,36,37,52,53,54,55],prog_model_templ:[49,55],prog_serv:[0,2,3,4,49,51,52,53],progalg:53,progmodel:[3,53],progmodelinputexcept:[7,11,16],progmodeltempl:55,prognosi:55,prognost:[6,7,8,9,10,11,14,15,16,17,18,19,20,24,30,32,49,50,53,54,56,57],prognostic_horizon:[19,54],prognostics_horizon:19,prognostics_model:[6,7,9,11,16],prognosticsmodel:[0,3,5,6,9,11,13,15,18,32,33,35,36,37,50,54,55,57],progpi:[0,3,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,34,38,39,40,41,42,43,44,45,46,47,48,49,50,53,56],program:10,programat:56,programm:53,programmat:[30,57],progress:[7,10,11,16,41,45,46,50,55],progserv:[0,1,53],prohibit:53,project:[10,53,56,57],propag:[7,8,11,15,16,54],propel:10,propellerload:5,proper:53,properli:53,properti:[7,11,14,16,17,18,20,35,54,55,57],propog:[32,35,54,55,57],proport:[10,38],protect:53,prototyp:56,provid:[6,7,8,10,11,13,15,16,17,19,21,32,35,50,51,52,53,54,56],ps:54,psi:[10,12],psuc:[10,44],psuppli:10,pt:10,publish:49,pull:[49,53],puls:10,pump:[5,32,44,55],pumpoiloverheat:10,pure:[7,55],purpos:52,pwm:10,py:[15,18,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],pydata:53,pypi:[52,54,55,56],pyplot:[17,23,24,27,28,29,30,31,34,38,42,44,48],python3:57,python:[3,7,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,53,54,55,56,57],q:[10,12,15,18,54],qb:[10,11,16],qc:[10,11,16],qcp:[10,11,16],qleak:10,qmax:10,qmaxthreshold:10,qmobil:10,qn:10,qnb:10,qout:10,qp:10,qpb:10,quadrat:12,qualiti:[49,50,54,55],quantif:[10,53,55],quantiti:55,quarter_index:54,question:53,quicker:[7,10],quot:31,quote_nonnumer:31,quotechar:31,r1:10,r2:10,r:[10,12,18,20,30,51,54,55],ra:[19,20,57],rad:[10,21],radial:10,radialbearingoverheat:10,rais:[7,8,11,14,16,19],random:[8,12,29,38,55,57],rang:[12,23,30,34,40,49,55,57],rapid:54,rate:[7,10,21,44,55,57],rather:[7,11,16,55,57],rcp0:10,rcp1:10,rcp2:10,rduffy_ndc_nasa_gov:49,re:[8,23,25,26,28,29,30,34,39,42,51,53,55,57],reach:[10,15,50,53,54,55],read:31,readabl:[25,49,54],reader:31,readi:53,readm:53,readthedoc:53,real:[10,15,23,28,31,34,54,55],realist:29,reason:[39,40,53],rebuild:49,rebuilt:49,receipt:53,receiv:29,recent:16,recipi:52,recommend:[7,10,14,24,49,52,54,55,56],record:53,red:[27,54],red_thresh:27,redlich:10,reduc:[7,53],ref:10,refer:[8,10,12,14,19,20,24,27,49,50,52,56],reflect:53,regard:52,regardless:[54,55],regul:12,regular:35,rel:[19,20,24,54,57],relat:[14,17,19,28,50,54],relationship:[7,25,55],relative_accuraci:[20,54],relativetim:[8,24],releas:[7,52,53,54,55,56],relev:[49,51,53],reli:55,remain:[8,50,54,55],remedi:52,remov:[7,17,19,29,49,54,57],reoccur:29,repair:52,repeat:[12,15,34,38,40,53,54,55,57],replac:[7,11,12,16,18,23,28,34,54,55],replic:10,repo:[49,52,53,54,55,56],repors:50,report:[41,49,53],repositori:[8,10,24,49,53,55],repres:[7,9,10,11,12,14,15,16,17,19,20,27,32,35,49,50,53,54,55,57],represent:[50,54,55],req:53,request:[8,49,53,55,56],requir:[7,8,11,13,16,21,27,28,37,49,51,54,55],resampl:[18,54],resample_fcn:[18,54],research:[49,52,53,55,56],researchg:10,reserv:49,reset:45,resid:53,residual_resampl:[18,54],resist:[10,33,37,55],resolv:[49,53],resourc:[50,55],respect:[10,19,20,53,54,55],respons:53,respos:54,rest:[24,56],restrict:53,result:[6,7,9,11,12,13,14,15,16,17,18,19,22,23,27,28,29,30,31,34,37,38,39,41,42,44,49,50,51,52,53,56,57],results2:34,results3:[28,34],results_custom:23,reusabl:53,review:[49,53],rework:57,rho:10,rhol:10,right:[10,19,49,53],rise:52,risk:53,rk45:16,rk4:[7,11,16,41,55,57],rmax:10,rmse:[7,11,16,57],rmsprop:23,ro:10,robert:53,robust:57,roll:10,root:[7,11,16,57],rotat:10,rotor:[10,55],rotorcraft:[10,55,57],round:[36,37,40],rover:10,row:[8,20,31],roychoudhuri:[51,54,55],rp:10,rradial:10,rs:10,rst:49,rthrust:10,rtype:[7,11,16],rul:[8,50,54,55],rule:[42,53],run1:7,run1_data:55,run2:7,run2_data:55,run3:7,run:[4,7,8,9,11,16,18,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,53,55,56],run_exampl:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],run_id:24,runawai:55,rung:[41,55],runtim:55,rw1:8,s0004370222000078:[14,17,19,54],s:[2,7,8,10,11,12,13,15,16,18,21,23,24,25,28,33,34,35,36,37,38,39,40,46,49,50,52,53,54,55,57],safe:10,safeti:[10,56,57],saha:54,sai:[27,28,29,47,55],same:[7,8,11,12,13,16,20,21,30,35,38,47,49,50,53,54,55,57],sampl:[2,7,11,14,15,16,17,20,51,54,57],san:10,sandbox:[3,56],sankalita:54,sankararaman2011:55,sankararaman:[10,51,54,55],satisfactori:[15,54],satisfi:[10,15,21,54],save:[3,7,11,15,16,17,24,29,30,31,38,41,42,54,55,57],save_best_onli:23,save_freq:[7,11,15,16,17,23,26,28,29,30,31,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,54,55,57],save_pt:[7,11,15,16,41,54,55,57],savepoint:[14,15,50,54],savept:17,sawtooth_freq:10,saxena:[8,19,51,54,55],scalar:[7,15,20,21],scalardata:[15,18,20,54],scale:[13,15,18,27,54],scan:53,scatter:[20,54,57],schedul:[12,49],scheduled_var:12,scheme:[27,29,30,31,41,55],scienc:[14,17,19,20,51,53,54,55],sciencedirect:[14,17,19,54],scipi:[7,10,11,16,53,55,57],scitech:10,scope:53,score:[13,55,56],scottsdal:10,screen:19,script:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],sea:[8,10],seal:10,search:[52,53],sec:[10,26],second:[2,6,7,10,11,12,16,18,21,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55,56],section:[7,10,53,55],secur:[53,56],see:[3,7,8,9,10,11,12,15,16,18,23,26,39,41,46,49,50,51,53,54,55,56,57],seed:[12,38,57],seedsequ:12,seem:[40,53],seen:[29,49],select:[7,11,13,16,36,40,51,54,55,57],self:[10,12,27,28,33,35,37,38,55],senction:52,send:[3,49],send_data:3,send_load:3,sens:55,sensit:[7,10,32,40,55],sensor:[7,8,11,16,18,50,54,55],sent:56,separ:[10,25,55],sequenc:[7,11,16],seri:[8,11,17,32,33,54],serial:[7,11,16,55,57],server:[0,1,4,53,56,57],servic:[3,52,53,56],session:[2,3,56,57],set:[2,3,7,8,9,10,11,12,16,18,20,25,28,30,32,34,38,41,43,44,45,46,49,50,54,55,57],set_stat:[3,57],setup:[26,27,29,36,37,40,44,46,47,48,49],shaft:10,shall:[49,52,53],shankar:[51,54,55],shantz:55,shap:[14,17,19,54],shape:23,share:53,sharepoint:[49,53],shell:56,should:[2,7,8,10,11,12,15,16,19,26,49,52,53,54,55,56,57],show:[10,19,23,24,27,28,29,30,31,32,33,34,35,38,42,44,48,54,55,56,57],side:10,sigma:[14,15,19,54,57],sign:[14,17,19],signal:10,significantli:57,silicon:49,sim:[7,11,16,22,40,41,44],sim_battery_eol:[42,55],sim_dcmotor_singlephas:55,sim_powertrain:[43,55,57],sim_pump:[44,55,57],sim_result:[17,54,55,57],sim_valv:[45,55,57],simil:[10,33,37],similar:[13,51,54,55,57],simon:8,simpl:[10,11,12,32,34,53,54,55,57],simpler:55,simplest:54,simpli:10,simplifi:[52,56],simresult:[0,5,7,11,14,16,54,55,57],simul:[7,8,10,11,12,15,16,17,22,23,26,27,28,29,30,31,32,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,50,51,52,54,56,57],simulat_to_threshold:45,simulate_to:[7,11,12,16,17,22,23,34,41,43,54,55,57],simulate_to_threshold:[7,11,12,16,23,26,27,28,29,30,31,32,33,34,35,36,37,38,40,41,42,44,45,46,47,48,55,57],simulated_mars_result:37,simulated_moon_result:37,simulated_result:[27,29,30,36,37,38,40,41,42,43,44,45,46,47,48],simulated_results_rk4:41,simulated_venus_result:37,sinc:[13,23,24,28,30,34,55],singl:[6,7,8,10,14,15,17,19,20,24,25,54,55,57],situat:[53,57],six:8,size:[7,10,11,12,15,16,17,21,23,26,32,34,41,54,55,57],slaypni:53,slight:7,slope:29,slow:57,slower:54,slowli:57,small:[10,17,55,57],smaller:[18,54],smallrotorcraft:[10,50],smooth:21,smoothli:21,sn:10,snapshot:[8,14,15,54],so:[10,13,23,24,26,27,31,33,35,36,37,38,49,50,52,54,55,56],soa:[52,53,56],soc:[27,29,30,42,54,57],societi:[10,14,17,19,54,55],softwar:[49,52,56],soh:[7,11,16,42,55],sole:52,solid:10,solut:[51,54,56],solv:[7,11,16,55],solver:[7,11,16],some:[7,8,10,11,12,14,15,16,18,19,21,24,29,31,32,35,42,49,50,51,53,54,55,57],some_distribut:54,some_other_paramet:55,some_paramet:55,somemodel:[12,55],someon:[49,54],someth:[27,38,50,55],sometim:[23,50,55],soon:53,sotwar:53,sould:41,sourc:[22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,52],sourcecod:53,sp:[10,16],space:[10,15,16,17,33,49,50,54],span:7,spec:49,special:[41,50,55],specif:[2,7,8,10,11,14,16,18,19,30,34,49,50,51,52,53,54,55],specifi:[2,7,8,10,11,15,16,19,20,26,50,53,54,55,57],speed:[10,21,25,28,33,35,36,37,40,46,55,57],sphinx:[22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],sphinx_config:49,sphx_glr_auto_examples_benchmark:32,sphx_glr_auto_examples_custom_model:32,sphx_glr_auto_examples_dataset:32,sphx_glr_auto_examples_derived_param:32,sphx_glr_auto_examples_dynamic_step_s:32,sphx_glr_auto_examples_ev:32,sphx_glr_auto_examples_full_lstm_model:32,sphx_glr_auto_examples_future_load:32,sphx_glr_auto_examples_generate_surrog:32,sphx_glr_auto_examples_growth:32,sphx_glr_auto_examples_linear_model:32,sphx_glr_auto_examples_lstm_model:32,sphx_glr_auto_examples_matrix_model:32,sphx_glr_auto_examples_model_gen:32,sphx_glr_auto_examples_new_model:32,sphx_glr_auto_examples_nois:32,sphx_glr_auto_examples_param_est:32,sphx_glr_auto_examples_sensit:32,sphx_glr_auto_examples_sim:32,sphx_glr_auto_examples_sim_battery_eol:32,sphx_glr_auto_examples_sim_powertrain:32,sphx_glr_auto_examples_sim_pump:32,sphx_glr_auto_examples_sim_valv:32,sphx_glr_auto_examples_state_limit:32,sphx_glr_auto_examples_vector:32,sphx_glr_auto_examples_visu:32,spin:10,split:52,spring:[10,45],squar:[7,10,11,16,33,35,55,57],src:49,sro:49,srt:[10,33],stabil:7,stability_tol:[7,11,16],stabl:[7,10,11,16,52,54,55,56],stage:10,standard:[2,7,10,12,20,23,30,33,35,53,54,55],standard_dev:12,start:[2,4,7,8,11,14,16,18,21,24,29,49,54,57],starting_tim:2,state1:[14,55],state2:[14,55],state:[0,3,5,6,7,10,11,12,13,14,15,16,17,19,20,21,26,27,28,29,30,31,32,33,35,36,37,38,39,42,44,45,46,47,48,49,50,51,52,53,56,57],state_at_ev:[7,11,16],state_est:3,state_est_cfg:3,state_estim:[3,18,50,54,57],state_estimator_templ:[18,49],state_kei:[7,11,16,30],state_limit:[16,46,55],state_model:7,state_nam:[6,16],statecontain:[3,7,11,16,18,20,32,33,35,37,54,55,57],statecontian:10,stateestim:[15,18,54],statist:[20,29,54],statu:[3,53],statutori:52,std:[2,12,23,29,38],std_slope:[2,12,29],stdout:7,steadi:[10,29],steadystate_input:10,step:[7,10,11,12,13,15,16,17,18,21,22,23,24,25,26,27,28,30,31,32,34,35,36,37,38,39,40,41,42,44,46,47,48,49,50,51,54,55,57],stepsiz:[54,55],still:[27,29,35,53,55],stop:[4,7,11,14,16,38,47,56],store:[7,10,12,14,18,19,49,54],str:[3,4,6,7,8,10,11,12,13,14,15,16,17,19,20,54,56],strength:47,stress:31,strict:[51,53,54],string:[7,8,10,11,16,20,33],stroke:10,strong:[15,54],structur:[16,17,19],studi:[10,53,54],style:49,subclass:[7,15,18,28,32,33,50,54,55,57],subcontractor:52,subdictionari:19,subject:52,submit:53,subpackag:[8,12,49,50],subplot:[24,30],subset:[6,7,8,11,15,16,17,30,54],substanti:8,success:54,suction:10,sudden:55,suffici:54,suffort:53,suggest:53,suitabl:55,sum:[19,54],summar:[8,10,54,55],summari:[7,53],summat:19,superclass:57,suppli:[7,10,49],support:[2,7,10,11,14,15,16,18,21,52,53,54,55,57],suppos:[21,55],suptitl:[17,48],sure:[8,39,49],surfac:10,surrog:[5,11,16,23,28,30,32,34,35,50,51,55,57],surrogatemodel:[7,11,16],surround:10,sustain:10,svd:7,sw:[10,56,57],swaggerhub:49,swap:54,swe016:53,swe050:53,swe084:53,swe:53,sweden:52,synchron:10,system:[6,7,8,10,11,12,13,15,16,18,23,29,31,32,34,35,38,39,50,51,53,54,55,56,57],t0:[2,7,11,12,15,16,18,54],t:[2,3,7,10,11,12,15,16,17,18,22,23,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,52,53,54,55,56],t_counter:[23,28,34],t_e:10,t_i:54,t_l:10,t_m:50,t_met:[7,27],t_met_model:7,t_p:[50,54],t_t:[23,34],ta:10,tabl:20,tag:49,tailor:53,take:[7,11,12,16,18,21,24,50,53,54,55],taken:[8,55],takeoff_tim:21,tall:[25,39],taller:25,tamb:[10,44],target:49,tarot18:10,task:53,tb:[10,11,16,30],tdiffus:10,team:[49,53],tearth:37,tech:10,technolog:53,tell:25,temperatur:[8,10,24,30,50,55,57],templat:[49,53,55],tensor:[32,35],tensorflow:[7,23,53],term:[20,27,54,55],termin:[7,11,16,52,56],test:[7,8,32,37,50,52,55],test_exampl:49,test_manu:49,test_model:49,testb:[23,28,34,55],testbook:49,teubert:[49,52,53],text:20,textiowrapp:7,tf:7,th:[15,54],than:[7,10,11,12,16,21,25,30,38,49,54,55,57],thank:52,thei:[14,27,49,50,53,54,55,57],them:[12,23,49,53,55],therefor:[15,51,54,56],thermal:[55,57],theta:[10,12,51,55],thi:[3,6,7,8,9,10,11,12,13,14,15,16,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,49,50,51,53,54,55,56,57],thing:[47,50,55],third:[10,52],thorough:53,those:[7,11,13,14,16,17,19,20,51,54,55],though:[7,11,16,41],threat:53,three:[8,10,12,51,52,54,55,56,57],threshold:[7,10,11,15,16,26,27,28,29,30,31,32,33,34,35,36,37,41,42,43,44,45,47,50,54,55],threshold_eqn:36,threshold_kei:[7,11,16,26,27,28,33,34,35,36,37,38,40,42,46,47,48],threshold_met:[7,10,11,13,16,27,28,33,35,36,37,44,55],thresholds_met:[7,11,16,28,33,35,37,44,47],thresholds_met_eqn:[7,11,16,47],threshs_met:37,threw:39,throttl:10,through:[7,11,14,16,17,19,49,50,53,54,55,56],throughout:[7,10,21,53,54],throw_spe:40,throw_speed_rang:40,thrower:[10,25,33,36,37,39,40,47],thrower_height:[10,25,33,35,36,37,39,40],thrower_height_rang:40,throwing_spe:[10,25,28,33,35,36,37,39,40,55],thrown:[7,10,28,32,33,34,35,36,37,38,47,54,55,56],thrown_object:[25,26,32,35,38,39,40,46,47,48],thrown_spe:25,thrownobject:[5,7,15,18,25,26,28,33,34,35,37,38,39,40,46,47,48,54,55,57],thrust:[10,12],thrustbearingoverheat:10,ti:[10,13,19],tick:17,ticklabel_fonts:17,tie:13,tight:17,tight_layout:17,till:[32,41,47,55],time:[2,3,7,8,10,11,12,14,15,16,17,18,19,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,51,53,55,56,57],time_index:14,time_of_ev:[7,11,15,16,54,57],time_of_predict:19,time_to_ev:50,timeit:22,timepoint:7,timeseri:17,timestamp:18,timestep:[7,11,14,16,18,28,29,31,34,41,42,54,55,57],titl:[17,20,23,24,28,30,34,38,44,48,52],title_fonts:17,tlstm:28,tm:55,tmar:37,tmax:[11,16],tmoon:37,to_json:[7,11,16,57],to_numpi:17,toe:[3,15,19,50],toe_predict:19,toe_profil:19,toepredictionprofil:[0,5,54,57],togeth:[9,51,55],toggl:[7,11,16],tol:[7,11,16],toler:[7,10,11,16],tom:50,too:[7,46,55],tool:[6,7,49,50,51,52,53,54,55,56,57],top:[10,50,53],torigin:28,torqu:10,total:[10,19,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],toward:[11,16,50,53,55],towardsdatasci:53,tr:10,trace:53,traceback:16,track:[13,55],trade:53,tradition:55,train:[5,8,11,16,28,30,34,55,57],training_data:23,training_nois:7,traj_gen:[21,50],trajectori:[5,8,10,12,50,55],trajectorycomplet:10,tranform:54,transact:10,transfer:10,transform:[15,54,57],transit:[7,11,13,16,35,50,51,57],transpos:23,treat:[19,20,32,35,54],trend:53,triangl:38,triangleq:54,triangular:[10,13,16,33,38],trigger:[7,11,16],trim:7,trim_data:30,trim_data_to:[7,30],tripl:10,trivial:54,trust:[53,56],truth:[19,20,54],tsn:10,tsp:10,tt:10,tte:[19,50,54],tthowing_spe:25,tthrower_height:25,tune:55,tunnel:53,tupl:[3,6,7,8,11,16,17,19,20,54,57],turbofan:8,turn:[18,53,54],tutori:[15,18,49,53,54,55],tvenu:37,two:[6,8,10,14,17,27,30,51,55,56],txt:49,type:[3,5,7,8,10,11,12,14,15,16,17,19,49,54,55,57],typeerror:16,typic:[7,10,13,18,50,51,54,55],u0_t0:7,u0_t1:7,u0n:10,u0p:10,u1:[2,11,16],u1_t0:7,u:[7,10,11,16,18,23,28,33,34,35,36,37,46,50,51,55],u_al:23,u_data:28,u_four:[28,34],u_half:[28,34],u_i:[23,34],u_mean:23,u_quart:[28,34],u_std:23,u_t:7,u_twic:[28,34],uav:[10,12],uav_dynamics_model:55,uav_model:12,ubot:[10,45],ukf:[15,18,54],unapprov:53,unauthor:53,uncertain:[0,5,54],uncertain_data:[14,15,19,20,54,57],uncertaindata:[3,5,14,15,17,18,19,49,54,57],uncertaintdata:15,uncertainti:[10,14,15,20,29,50,51,53,54,55,57],uncertiantydata:20,uncom:41,unconcern:54,under:[7,11,15,16,50,53,54,55],underli:[10,32,35,53],uniform:[10,13,16,33,38],unilater:52,unit:[7,8,10,23,34,49,52,53],unitless:10,univers:52,unknown:[8,13,53],unless:49,unlik:[13,28,55],unman:10,unscent:[15,18,54,57],unscented_kalman_filt:[15,54],unscentedkalmanfilt:[18,50,54],unscentedtransformpredictor:[15,54,57],unstabl:[7,11,16,18,52,54,55,56,57],until:[4,7,8,11,12,15,16,26,28,32,33,35,36,37,38,42,44,45,50,53,54,55,56],unweight:[15,20,54],unweighted_sampl:14,unweightedsampl:[14,15,20,54],unweightedsamplespredict:14,up:[7,10,11,12,13,16,26,54,55,57],updat:[10,13,18,19,25,29,37,53,54,55],update_thrown_spe:25,upon:[49,53,56],upper1:[7,11,16],upper2:[7,11,16],upper:20,upper_limit:16,upward:55,urgent:49,url:52,urllib3:53,us:[2,3,5,6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41,42,46,47,49,50,51,52,53,54,56,57],usabl:[49,53],usag:[8,53],user:[7,8,10,11,15,16,21,26,29,32,49,50,52,53,54,55,56,57],usual:25,ut:54,utf:7,util:[0,5,7,11,16,50,51,56],utop:[10,45],utpredictor:54,v0:10,v1:[52,53],v:[3,7,10,11,15,16,18,19,23,24,28,30,33,34,35,36,37,38,43,44,46,47,48,49,55],v_a:10,v_b:10,v_c:10,v_eod:57,v_rot:10,v_t:[23,28,34],valid:[7,8,11,16,53,55,57],validation_percentag:7,validation_split:23,valu:[2,7,8,10,11,12,13,14,15,16,17,19,20,21,30,33,38,49,50,54,55,57],valueerror:[7,8,11,14,16],valv:[5,32,45,55],vanderbilt:52,variabl:[2,5,12,16,21,24,27,29,30,31,34,35,41,50,54,55],variant:[10,16,51],variat:[8,23,38],varieti:[53,54],variou:[16,47,51,53,54,55,57],vbot0:10,ve:[29,38],vector:[8,10,12,16,21,23,32,35,47,51,57],vehicl:[10,12,21,50,53],vehicle_max_pitch:10,vehicle_max_rol:10,vehicle_max_spe:10,vehicle_model:10,vehicle_payload:10,veloc:[10,21,28,33,35,36,37,38,48,55],veod:10,veri:[7,10,30,40,55,57],verif:53,verifi:[15,49,53,54],version:[6,7,8,9,10,11,12,13,16,17,35,50,52,53,54,55,56],vertic:10,vet:53,via:[52,54,55,56],video:49,view:[10,14,17,19,20,54],visibl:53,visual:[17,30,32,44,48,51,54],vo:10,vol:[10,55],volsfract:10,volt:30,voltag:[8,10,24,30,34,50,55,57],voltage_dmd:30,voltage_hf:30,volum:[10,14,17,19,54],vsn:[10,30],vsp:[10,30],vtop0:10,vulner:53,vvv:41,vx:10,vy:10,vz:10,w:[7,10,12],wa:[7,10,11,16,19,25,36,39,40,44,50,52,53,55],wai:[7,12,15,24,25,26,29,32,33,35,36,37,54,55,56],waiv:52,waiver:52,want:[6,23,27,28,34,54,55],warn:[27,49,53,55],warp:[7,11,16,53,57],warranti:52,wasn:39,watch:49,wave:10,waypoint:[10,21,55],waypoint_weight:21,wb:[10,24],wd:10,we:[10,15,18,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41,42,47,49,52,53,54,55],weaken:10,wear:[8,10,44,45,57],web:53,wedg:[],weight:[18,21,54],weight_vector:21,welcom:52,well:[15,18,34,52,53,54,57],were:[53,55,57],wether:55,what:[7,26,29,31,32,42,46,49,53,55],whatev:[10,25],when:[2,7,9,10,11,12,13,15,16,19,20,21,25,27,32,38,42,46,47,49,50,53,54,55,57],whenev:[49,53,55],where:[2,6,7,8,10,11,12,14,16,17,19,20,23,27,28,29,32,34,35,49,50,53,54,55,57],whether:[17,19,20,54],which:[7,8,9,10,11,13,15,16,17,18,19,21,27,29,30,31,32,33,36,37,38,41,42,49,50,51,53,54,55,57],who:[52,53,54,55,56],whose:53,wi:10,wide:[10,53,56],wider:49,width:[10,17],wiki:[15,54],wikipedia:[15,54],wildli:55,wind:53,window:[7,12,23,28,29,34,49,55,56],window_s:[2,12],wise:[27,29,30,31,41],within:[19,20,25,35,49,54,55],without:[13,20,30,33,37,38,46,52,54,55],wk:[10,45],work:[7,11,16,34,49,54,55,56,57],worker:7,workflow:[49,53],workload:53,world:[23,28,34,55],worst:13,would:[6,15,25,29,34,38,52,53,54,55,56,57],wq:10,wr:[10,45],wradial:10,wrap:12,wrapper:[12,16,56],write:49,wrong:29,wsync:[10,44],wt:10,wthrust:10,www:[7,8,10,14,17,19,53,54],x0:[3,7,10,11,16,18,44,45,46,54,57],x1:[7,10,11,13,16,33],x2:[7,10,11,13,16,33],x:[2,3,7,10,11,12,13,15,16,17,18,21,22,23,24,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,51,53,54,55],x_0:55,x_:10,x_counter:[23,28,34],x_est:54,x_max:[33,35,55],x_ref:12,x_t:[28,34],xlabel:[17,24,44,48],xnmax:10,xpmax:10,y:[10,12,17,54,55],yaw:10,year:[52,53],yell:27,yellow:27,yellow_thresh:27,yet:7,yield:53,ylabel:[17,24,29,30,31,42,44,48],ylim:42,you:[6,8,9,10,23,24,25,28,29,34,35,36,37,38,41,51,52,54,55,56,57],your:[8,21,23,27,28,29,34,37,39,50,55],z1:[10,11,13,16,33],z2:[10,13,16,33],z:[7,10,11,12,13,15,16,18,23,28,33,34,35,36,37,46,50,51,54,55],z_all:23,z_data:28,z_mean:23,z_std:23,z_t:[7,23],zenodo:52,zero:[11,54,57],zip:[32,38,40]},titles:["API Reference","prog_server API Reference","Load Estimators","prog_client","ProgServer","ProgPy API Reference","CompositeModel","DataModel","Datasets","EnsembleModel","Included Models","LinearModel","Loading","MixtureOfExperts","Prediction","Predictors","PrognosticsModel","SimResult","State Estimators","ToEPredictionProfile","Uncertain Data","Utils","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","Example Gallery","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","Developers Guide & Project Plan","Glossary","ProgPy Guide","ProgPy Prognostics Python Packages","NPR 7150 NASA Software Engineering Requirements","State Estimation and Prediction Guide","Modeling and Sim Guide","prog_server Guide","Release Notes"],titleterms:{"1":57,"2":57,"3":57,"4":57,"5":57,"6":57,"7150":53,"class":[12,53],"new":[49,55],about:56,aircraft:10,analysi:53,analyz:54,anoth:7,api:[0,1,5],aquisit:53,assur:53,automat:53,batteri:[8,10],bi:53,branch:49,build:55,centrifugalpump:57,checklist:49,cite:52,classif:53,cmapss:8,code:53,combin:55,complianc:53,compositemodel:6,configur:53,conform:53,constructor:7,contribut:[49,52],control:12,cost:53,critic:53,cybersecur:53,cycl:53,data:[7,8,20,54,55],datamodel:7,dataset:8,dc:10,depend:53,develop:49,direct:[53,55],disclaim:52,dmdmodel:7,document:49,e:7,electrochemistri:57,engin:[8,53],ensemblemodel:9,esc:10,estim:[2,12,18,53,54,55],event:[54,55],exampl:[32,54,55,56],extend:54,format:55,from:[7,49,57],futur:[54,55],galleri:32,gener:[53,55],get:55,glossari:50,guid:[49,51,54,55,56],higher:53,i:7,implement:[20,53],includ:[7,10,15,18],indic:52,inform:51,input:55,instal:[49,52,54,55,56],interfac:[7,12,15,18,20],jet:8,legend:53,life:53,linearmodel:11,load:[2,8,12,55],lstmstatetransitionmodel:7,mainten:53,manag:53,matrix:53,measur:55,mixtureofexpert:13,model:[10,55,57],more:51,motor:10,nasa:53,nasa_batteri:8,nasa_cmapss:8,nois:55,non:53,notat:53,note:[49,53,55,56,57],npr:53,oper:53,option:53,other:55,output:55,packag:52,paramet:55,partner:52,plan:49,pneumat:10,pneumaticvalv:57,polynomialchaosexpans:7,post:49,powertrain:10,pr:49,predict:[14,54,55],predictor:15,profil:54,prog_alg:57,prog_client:[3,57],prog_model:57,prog_serv:[1,56,57],prognost:[51,52,55],prognosticsmodel:[7,16],progpi:[5,51,52,54,55,57],progserv:4,project:49,propellerload:10,provid:55,pump:10,pypi:49,python:52,refer:[0,1,5,51,54,55],releas:[49,57],repositori:52,requir:53,result:[54,55],retir:53,reus:53,role:49,run:49,safeti:53,schedul:53,sim:55,simresult:17,simul:55,softwar:53,sourc:53,start:[55,56],state:[18,54,55],strategi:49,structur:54,summari:54,surrog:7,tabl:52,test:[49,53],thi:52,thrownobject:10,time:54,tip:55,toe:54,toepredictionprofil:19,tracabl:53,traceabl:53,track:53,train:7,trajectori:21,transit:[53,55],type:20,uncertain:20,uncertaindata:20,updat:[49,57],upgrad:57,upload:49,us:[7,55],util:21,v1:57,valv:10,variabl:8,version:49,visual:55,what:51}}) \ No newline at end of file +Search.setIndex({docnames:["api_ref","api_ref/prog_server","api_ref/prog_server/load_ests","api_ref/prog_server/prog_client","api_ref/prog_server/prog_server","api_ref/progpy","api_ref/progpy/CompositeModel","api_ref/progpy/DataModel","api_ref/progpy/DataSets","api_ref/progpy/EnsembleModel","api_ref/progpy/IncludedModels","api_ref/progpy/LinearModel","api_ref/progpy/Loading","api_ref/progpy/MixtureOfExperts","api_ref/progpy/Prediction","api_ref/progpy/Predictor","api_ref/progpy/PrognosticModel","api_ref/progpy/SimResult","api_ref/progpy/StateEstimator","api_ref/progpy/ToEPredictionProfile","api_ref/progpy/UncertainData","api_ref/progpy/Utils","auto_examples/benchmarking","auto_examples/custom_model","auto_examples/dataset","auto_examples/derived_params","auto_examples/dynamic_step_size","auto_examples/events","auto_examples/full_lstm_model","auto_examples/future_loading","auto_examples/generate_surrogate","auto_examples/growth","auto_examples/index","auto_examples/linear_model","auto_examples/lstm_model","auto_examples/matrix_model","auto_examples/model_gen","auto_examples/new_model","auto_examples/noise","auto_examples/param_est","auto_examples/sensitivity","auto_examples/sim","auto_examples/sim_battery_eol","auto_examples/sim_powertrain","auto_examples/sim_pump","auto_examples/sim_valve","auto_examples/state_limits","auto_examples/vectorized","auto_examples/visualize","dev_guide","glossary","guide","index","npr7150","prog_algs_guide","prog_models_guide","prog_server_guide","releases"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":5,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,sphinx:56},filenames:["api_ref.rst","api_ref/prog_server.rst","api_ref/prog_server/load_ests.rst","api_ref/prog_server/prog_client.rst","api_ref/prog_server/prog_server.rst","api_ref/progpy.rst","api_ref/progpy/CompositeModel.rst","api_ref/progpy/DataModel.rst","api_ref/progpy/DataSets.rst","api_ref/progpy/EnsembleModel.rst","api_ref/progpy/IncludedModels.rst","api_ref/progpy/LinearModel.rst","api_ref/progpy/Loading.rst","api_ref/progpy/MixtureOfExperts.rst","api_ref/progpy/Prediction.rst","api_ref/progpy/Predictor.rst","api_ref/progpy/PrognosticModel.rst","api_ref/progpy/SimResult.rst","api_ref/progpy/StateEstimator.rst","api_ref/progpy/ToEPredictionProfile.rst","api_ref/progpy/UncertainData.rst","api_ref/progpy/Utils.rst","auto_examples/benchmarking.rst","auto_examples/custom_model.rst","auto_examples/dataset.rst","auto_examples/derived_params.rst","auto_examples/dynamic_step_size.rst","auto_examples/events.rst","auto_examples/full_lstm_model.rst","auto_examples/future_loading.rst","auto_examples/generate_surrogate.rst","auto_examples/growth.rst","auto_examples/index.rst","auto_examples/linear_model.rst","auto_examples/lstm_model.rst","auto_examples/matrix_model.rst","auto_examples/model_gen.rst","auto_examples/new_model.rst","auto_examples/noise.rst","auto_examples/param_est.rst","auto_examples/sensitivity.rst","auto_examples/sim.rst","auto_examples/sim_battery_eol.rst","auto_examples/sim_powertrain.rst","auto_examples/sim_pump.rst","auto_examples/sim_valve.rst","auto_examples/state_limits.rst","auto_examples/vectorized.rst","auto_examples/visualize.rst","dev_guide.rst","glossary.rst","guide.rst","index.rst","npr7150.rst","prog_algs_guide.rst","prog_models_guide.rst","prog_server_guide.rst","releases.rst"],objects:{"":[[54,0,0,"-","basic_example"],[54,0,0,"-","basic_example_battery"],[55,0,0,"-","benchmarking"],[55,0,0,"-","custom_model"],[55,0,0,"-","dataset"],[55,0,0,"module-0","derived_params"],[55,0,0,"-","direct_model"],[55,0,0,"-","dynamic_step_size"],[54,0,0,"-","eol_event"],[55,0,0,"-","events"],[55,0,0,"-","full_lstm_model"],[55,0,0,"module-3","future_loading"],[55,0,0,"-","generate_surrogate"],[54,0,0,"-","horizon"],[54,0,0,"-","kalman_filter"],[55,0,0,"-","lstm_model"],[54,0,0,"-","measurement_eqn_example"],[55,0,0,"-","new_model"],[54,0,0,"module-0","new_state_estimator_example"],[55,0,0,"module-2","noise"],[56,0,0,"-","online_prog"],[56,0,0,"-","option_scoring"],[54,0,0,"-","particle_filter_battery_example"],[55,0,0,"-","pce"],[54,0,0,"-","playback"],[54,0,0,"-","predict_specific_event"],[4,0,0,"-","prog_server"],[55,0,0,"-","sensitivity"],[55,0,0,"-","serialization"],[55,0,0,"module-1","sim"],[55,0,0,"-","sim_battery_eol"],[55,0,0,"-","sim_dcmotor_singlephase"],[55,0,0,"-","sim_powertrain"],[55,0,0,"-","sim_pump"],[55,0,0,"-","sim_valve"],[55,0,0,"-","state_limits"],[55,0,0,"-","uav_dynamics_model"]],"prog_client.Session":[[3,2,1,"","get_event_state"],[3,2,1,"","get_model"],[3,2,1,"","get_performance_metrics"],[3,2,1,"","get_predicted_event_state"],[3,2,1,"","get_predicted_performance_metrics"],[3,2,1,"","get_predicted_state"],[3,2,1,"","get_predicted_toe"],[3,2,1,"","get_prediction_status"],[3,2,1,"","get_state"],[3,2,1,"","is_init"],[3,2,1,"","send_data"],[3,2,1,"","send_loading"],[3,2,1,"","set_state"]],"prog_server.models.load_ests":[[2,3,1,"","Const"],[2,3,1,"","MovingAverage"],[2,3,1,"","Variable"]],"progpy.LinearModel":[[11,2,1,"","apply_limits"],[11,2,1,"","apply_measurement_noise"],[11,2,1,"","apply_process_noise"],[11,2,1,"","calc_error"],[11,2,1,"","dx"],[11,2,1,"","estimate_params"],[11,2,1,"","event_state"],[11,2,1,"","from_json"],[11,2,1,"","generate_surrogate"],[11,2,1,"","initialize"],[11,4,1,"","is_continuous"],[11,4,1,"","is_direct"],[11,4,1,"","is_discrete"],[11,4,1,"","is_state_transition_model"],[11,2,1,"","matrixCheck"],[11,2,1,"","next_state"],[11,2,1,"","output"],[11,2,1,"","performance_metrics"],[11,2,1,"","simulate_to"],[11,2,1,"","simulate_to_threshold"],[11,2,1,"","state_at_event"],[11,2,1,"","threshold_met"],[11,2,1,"","time_of_event"],[11,2,1,"","to_json"]],"progpy.PrognosticsModel":[[16,5,1,"","InputContainer"],[16,5,1,"","OutputContainer"],[16,5,1,"","StateContainer"],[16,2,1,"","apply_limits"],[16,2,1,"","apply_measurement_noise"],[16,2,1,"","apply_process_noise"],[16,2,1,"","calc_error"],[16,5,1,"","default_parameters"],[16,2,1,"","dx"],[16,2,1,"","estimate_params"],[16,2,1,"","event_state"],[16,5,1,"","events"],[16,2,1,"","from_json"],[16,2,1,"","generate_surrogate"],[16,2,1,"","initialize"],[16,5,1,"","inputs"],[16,4,1,"","is_continuous"],[16,4,1,"","is_direct"],[16,4,1,"","is_discrete"],[16,4,1,"","is_state_transition_model"],[16,5,1,"","is_vectorized"],[16,2,1,"","next_state"],[16,2,1,"","output"],[16,5,1,"","outputs"],[16,5,1,"","param_callbacks"],[16,5,1,"","parameters"],[16,5,1,"","performance_metric_keys"],[16,2,1,"","performance_metrics"],[16,2,1,"","simulate_to"],[16,2,1,"","simulate_to_threshold"],[16,2,1,"","state_at_event"],[16,5,1,"","state_limits"],[16,5,1,"","states"],[16,2,1,"","threshold_met"],[16,2,1,"","time_of_event"],[16,2,1,"","to_json"]],"progpy.data_models":[[7,1,1,"","DMDModel"],[7,1,1,"","DataModel"],[7,1,1,"","LSTMStateTransitionModel"],[7,1,1,"","PolynomialChaosExpansion"]],"progpy.data_models.DMDModel":[[7,5,1,"","dmd_matrix"],[7,5,1,"","dt"],[7,2,1,"","from_data"],[7,2,1,"","from_model"]],"progpy.data_models.DataModel":[[7,2,1,"","calc_error"],[7,2,1,"","estimate_params"],[7,2,1,"","from_data"],[7,2,1,"","from_json"],[7,2,1,"","from_model"],[7,2,1,"","generate_surrogate"],[7,4,1,"","is_continuous"],[7,4,1,"","is_direct"],[7,4,1,"","is_discrete"],[7,4,1,"","is_state_transition_model"],[7,2,1,"","simulate_to"],[7,2,1,"","simulate_to_threshold"],[7,2,1,"","state_at_event"],[7,2,1,"","summary"],[7,2,1,"","time_of_event"],[7,2,1,"","to_json"]],"progpy.data_models.LSTMStateTransitionModel":[[7,2,1,"","from_data"],[7,2,1,"","from_model"],[7,5,1,"","model"]],"progpy.data_models.PolynomialChaosExpansion":[[7,2,1,"","from_data"],[7,2,1,"","from_model"]],"progpy.datasets.nasa_battery":[[8,3,1,"","load_data"]],"progpy.datasets.nasa_cmapss":[[8,3,1,"","load_data"]],"progpy.loading":[[12,1,1,"","GaussianNoiseWrapper"],[12,1,1,"","MovingAverage"],[12,1,1,"","Piecewise"]],"progpy.loading.controllers":[[12,1,1,"","LQR"],[12,1,1,"","LQR_I"]],"progpy.models":[[10,1,1,"","BatteryCircuit"],[10,5,1,"","BatteryElectroChem"],[10,1,1,"","BatteryElectroChemEOD"],[10,1,1,"","BatteryElectroChemEODEOL"],[10,1,1,"","BatteryElectroChemEOL"],[10,5,1,"","CentrifugalPump"],[10,1,1,"","CentrifugalPumpBase"],[10,1,1,"","CentrifugalPumpWithWear"],[10,1,1,"","DCMotor"],[10,1,1,"","DCMotorSP"],[10,1,1,"","ESC"],[10,5,1,"","PneumaticValve"],[10,1,1,"","PneumaticValveBase"],[10,1,1,"","PneumaticValveWithWear"],[10,1,1,"","Powertrain"],[10,1,1,"","PropellerLoad"],[10,1,1,"","ThrownObject"]],"progpy.models.aircraft_model":[[10,1,1,"","SmallRotorcraft"]],"progpy.predictors":[[54,1,1,"","MonteCarlo"],[54,5,1,"","MonteCarloPredictor"],[14,1,1,"","Prediction"],[15,1,1,"","Predictor"],[19,1,1,"","ToEPredictionProfile"],[54,1,1,"","UnscentedTransformPredictor"],[14,1,1,"","UnweightedSamplesPrediction"]],"progpy.predictors.Prediction":[[14,4,1,"","mean"],[14,2,1,"","monotonicity"],[14,2,1,"","snapshot"]],"progpy.predictors.Predictor":[[15,2,1,"","predict"]],"progpy.predictors.ToEPredictionProfile":[[19,2,1,"","add_prediction"],[19,2,1,"","alpha_lambda"],[19,2,1,"","clear"],[19,2,1,"","cumulative_relative_accuracy"],[19,2,1,"","get"],[19,2,1,"","items"],[19,2,1,"","keys"],[19,2,1,"","monotonicity"],[19,2,1,"","plot"],[19,2,1,"","pop"],[19,2,1,"","popitem"],[19,2,1,"","prognostic_horizon"],[19,2,1,"","update"],[19,2,1,"","values"]],"progpy.predictors.UnweightedSamplesPrediction":[[14,2,1,"","count"],[14,2,1,"","index"],[14,4,1,"","mean"],[14,2,1,"","monotonicity"],[14,2,1,"","snapshot"]],"progpy.sim_result":[[17,1,1,"","SimResult"]],"progpy.sim_result.SimResult":[[17,2,1,"","clear"],[17,2,1,"","equals"],[17,2,1,"","extend"],[17,4,1,"","frame"],[17,2,1,"","frame_is_empty"],[17,4,1,"","iloc"],[17,2,1,"","index"],[17,2,1,"","index_of_data"],[17,2,1,"","iterrows"],[17,2,1,"","monotonicity"],[17,2,1,"","plot"],[17,2,1,"","pop"],[17,2,1,"","pop_by_index"],[17,2,1,"","remove"],[17,2,1,"","time"],[17,2,1,"","to_numpy"]],"progpy.state_estimators":[[54,1,1,"","KalmanFilter"],[54,1,1,"","ParticleFilter"],[18,1,1,"","StateEstimator"],[54,1,1,"","UnscentedKalmanFilter"]],"progpy.state_estimators.StateEstimator":[[18,2,1,"","estimate"],[18,4,1,"","x"]],"progpy.uncertain_data":[[20,1,1,"","MultivariateNormalDist"],[20,1,1,"","ScalarData"],[20,1,1,"","UncertainData"],[20,1,1,"","UnweightedSamples"]],"progpy.uncertain_data.UncertainData":[[20,4,1,"","cov"],[20,2,1,"","describe"],[20,2,1,"","keys"],[20,4,1,"","mean"],[20,4,1,"","median"],[20,2,1,"","metrics"],[20,2,1,"","percentage_in_bounds"],[20,2,1,"","plot_hist"],[20,2,1,"","plot_scatter"],[20,2,1,"","relative_accuracy"],[20,2,1,"","sample"]],"progpy.uncertain_data.UnweightedSamples":[[20,2,1,"","key"]],"progpy.utils.traj_gen":[[21,1,1,"","Trajectory"]],"progpy.utils.traj_gen.Trajectory":[[21,2,1,"","generate"]],prog_client:[[3,1,1,"","Session"]],prog_server:[[4,3,1,"","is_running"],[4,3,1,"","run"],[4,3,1,"","start"],[4,3,1,"","stop"]],progpy:[[6,1,1,"","CompositeModel"],[9,1,1,"","EnsembleModel"],[11,1,1,"","LinearModel"],[13,1,1,"","MixtureOfExpertsModel"],[16,1,1,"","PrognosticsModel"]]},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","function","Python function"],"4":["py","property","Python property"],"5":["py","attribute","Python attribute"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:function","4":"py:property","5":"py:attribute"},terms:{"0":[2,3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,53,54,55,56,57],"000":[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],"001":29,"003":[7,11,16,18,54],"005":[36,37,38,46,48],"01":[28,29,34,39,44,45,55],"013":53,"015":53,"016":53,"016m":53,"020":53,"021":53,"022":53,"023":53,"024a":53,"024b":53,"027":53,"029":53,"033":53,"034":53,"036":53,"037":53,"037m":53,"039a":53,"039b":53,"039c":53,"039d":53,"039e":53,"04":30,"040a":53,"040am":53,"040b":53,"040c":53,"040d":53,"040dm":53,"042":53,"043":[11,16],"046":53,"04728504765023":[11,16],"05":[27,42],"050":53,"050m":53,"052":53,"053":53,"053705829558158086":[11,16],"054":53,"055":53,"061":53,"062":53,"063":53,"063m":53,"065a":53,"065b":53,"065bm":53,"065c":53,"065cm":53,"065d":53,"065dm":53,"066":53,"068":53,"071":53,"075":53,"077":[7,11,16,53],"079":53,"080":53,"080m":53,"081":53,"082a":53,"082b":53,"082c":53,"083":53,"083m":53,"084":53,"085":53,"0e5":45,"1":[2,3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56],"10":[3,7,10,11,12,15,16,20,21,29,31,40,52,54,55,57],"100":[2,7,8,10,20,29,40,41,43,44,54],"1000":[7,11,16,20,21,30,42],"1000000000":46,"1023":41,"1025":20,"1075":20,"11":[7,8,10,11,16,29,55,57],"12":[10,11,16,18,19,23,29,31,34,55],"121":53,"125":53,"127":[3,4,56],"128":23,"13":53,"1300":[10,30],"134":53,"135":53,"1359":10,"139":53,"14":[10,53],"1404":[14,17,19,54],"146":53,"147":53,"148":53,"148a":53,"148m":53,"15":[7,11,16,19,27,38,55,57],"1500":30,"151":53,"154":53,"156":53,"157":53,"159":53,"1600":30,"1736435913459429":[11,16],"174":53,"175":19,"176":53,"180":21,"1800":[27,29,41],"182999999010731":[11,16],"185":53,"186":53,"18650":10,"186m":53,"19":[11,16],"192":53,"194":53,"195":53,"196":53,"1e":[10,18,20,26,29,30,39,40,54],"1e3":44,"1e5":[31,44],"1s":15,"2":[2,3,7,8,9,10,11,12,13,14,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,39,40,41,42,43,44,45,46,47,48,53,54,55],"20":[7,11,12,15,16,19,20,21,38,39,40,45,54,55],"200":[7,11,16,20,41],"2008":8,"201":[41,53],"2010":54,"2011":[10,55],"2012":55,"2013":10,"2016":10,"2017":[10,51,54,55],"2019":10,"201m":53,"20200000579":10,"2021":[14,17,19,49,53,54],"2022":[10,14,17,19,53,54],"2023":52,"2023_nasa_progpi":52,"205":53,"206":53,"207":53,"21":[8,25],"2132":10,"219":53,"22":[15,20,47,53,54],"220":53,"221":[7,11,16,18,54],"2233":19,"225":10,"2252":10,"2253":10,"23":[20,43],"2389":44,"239":20,"239179":44,"2398":44,"24":31,"248":8,"249":[8,10],"25":[23,26,34,54,55],"250":41,"2514":10,"2520":20,"259":8,"26":53,"260":8,"260652495_model":10,"261":10,"262":10,"2675":20,"273":57,"274":10,"28":[8,31,39],"290":44,"292":[11,16],"295":[7,11,16],"299792458":46,"2a":27,"2b":27,"2c":27,"2e":43,"2f":38,"2n":10,"3":[2,3,7,8,10,11,13,14,16,18,19,20,21,22,23,24,25,26,27,28,29,30,31,33,34,36,37,39,40,41,42,44,45,46,47,48,53,54,55],"30":[23,28,34,38],"300":[2,30],"3000":[27,29,41],"306":[14,17,19,54],"32":[3,11,16,31],"33":[11,16,55],"332":[7,11,16,18,54],"3442":19,"35":47,"350":20,"3514":10,"36":39,"3600":44,"39":47,"3933f25fcdd":53,"398056966799":[11,16],"3e8":46,"4":[7,8,10,11,16,18,21,23,24,26,27,28,29,30,31,34,36,39,40,41,42,44,47,50,51,53,54,55],"40":[10,33,35,36,37,40],"41":39,"42":38,"43":10,"45":[21,39],"46":19,"47":[19,47],"471":44,"4th":41,"5":[6,7,9,10,11,12,15,16,17,20,21,23,26,27,28,29,30,31,34,36,38,39,40,43,46,53,54,55],"50":[7,11,16,20,54,55],"500":[2,22,30,31],"5000":[3,4,56],"50000000":46,"51":39,"52":19,"5281":52,"535":10,"546":10,"55":53,"57":20,"571":44,"5e5":45,"6":[8,10,13,20,21,23,28,34,36,39,40,52,55],"60":45,"600":[22,27,29,30,41],"602":10,"62":[37,39],"64":[23,34],"65":39,"7":[7,15,20,30,36,39,53],"70":[7,10],"711":37,"7150":49,"748":19,"75":[7,11,16,20,25,47,54,55],"750":31,"77":39,"772":41,"7856":[11,16],"79":39,"8":[7,10,11,16,18,26,29,31,36,37,39,44,47,49,54,55],"80":10,"800":[30,45],"8097013":52,"81":[10,21,33,35,36,37,39,55],"83":[10,33,35,36,37,39],"83810109":[11,16],"847":10,"85":[25,47],"87":37,"89":29,"9":[10,20,21,23,33,34,35,36,37,39,47,55,57],"900":[27,29,41],"91":39,"914":3,"92":29,"928654":44,"93":35,"95":[39,42],"99":[26,29],"9m":39,"abstract":[7,15,18,20],"boolean":[19,55],"case":[7,11,13,14,16,19,21,23,28,29,32,34,42,49,50,53,54,55],"class":[2,3,5,6,7,9,10,11,13,14,15,16,17,18,19,20,21,23,25,27,28,32,33,34,35,37,49,50,54,55,57],"const":2,"default":[2,3,4,7,9,10,11,12,15,16,17,18,19,20,21,25,29,30,33,35,37,54,55,56],"do":[25,29,31,34,38,47,50,52,53,54,55,56],"final":[10,23,34,53,54,55],"float":[3,7,10,11,12,13,14,15,16,17,18,19,20,21,23,33,34,54],"function":[2,7,8,9,10,11,12,13,15,16,18,19,20,21,22,25,26,28,29,30,31,32,33,35,38,41,42,43,45,46,49,50,51,52,53,54,55,56,57],"import":[2,7,11,12,15,16,18,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55,56,57],"int":[3,4,7,8,11,12,14,15,16,17,18,20,21,54,56],"jos\u00e9":[54,55],"new":[2,3,6,7,8,9,10,11,12,13,15,16,17,18,20,21,28,29,32,34,37,40,51,53,54,56,57],"public":[10,11],"return":[3,7,8,10,11,12,13,14,15,16,17,18,19,20,21,22,23,25,26,27,28,29,30,31,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,50,54,55,57],"short":55,"static":[49,53,55],"super":[27,28],"switch":54,"throw":[25,28,33,35,36,37,40],"true":[7,8,11,16,17,19,20,23,26,27,31,33,35,36,37,39,41,42,43,44,45,46,47,48,54,55,57],"try":[31,38,46,53],"while":[27,56],A:[6,7,10,11,12,14,15,16,17,18,19,24,33,35,49,50,51,52,53,54,55,56,57],AND:52,AS:52,As:[10,53,55,56],At:[10,13,18,54],BE:52,BUT:52,BY:52,But:35,By:[2,15,18,54,55],FOR:52,For:[6,7,10,11,16,23,24,25,27,28,29,30,34,37,38,40,41,47,49,50,51,52,53,54,55,56,57],IF:52,IN:52,IS:52,IT:52,ITS:52,If:[3,4,6,7,11,12,13,15,16,17,19,20,21,23,29,38,49,52,53,54,55,56],In:[7,8,11,13,15,16,18,19,21,23,24,26,27,28,29,32,34,35,42,47,50,51,53,54,55],Is:[10,14,54],It:[7,12,17,29,30,37,40,52,53,54,55],NO:53,NOT:52,No:[7,18,28,31,33,34,37,38,47,52,53,54],Not:[10,30,53],OF:52,ON:52,ONE:8,OR:52,Of:[15,54],On:[49,53],One:[7,55],Or:55,SUCH:52,THAT:52,THE:52,TO:52,That:[13,53,55],The:[2,3,6,7,8,9,10,12,13,14,15,16,17,18,20,21,30,32,33,34,35,36,37,38,49,50,51,52,53,54,55,56],Then:[7,49,54],There:[7,8,10,21,49,51,54,55,56,57],These:[7,8,10,14,21,30,33,49,50,51,53,54,55,57],To:[7,8,10,30,49,51,52,53,54,55,56,57],WILL:52,Will:[33,53],With:[10,20,54],_:[7,10,12,14,28,31,34],__all__:49,__call__:12,__file__:31,__init__:[12,49],__main__:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],__name__:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],_copi:17,_io:7,_loc:[7,11,16],_nois:57,_type:20,a0:10,a1:10,a2:10,ab:10,abbrevi:50,abc:[7,11,12,16,18,49,54],abhinav:[51,54,55],abil:[28,34,55,57],abl:[12,23,55],abmax:10,about:[15,20,49,53,54],abov:[8,10,11,16,28,34,35,47,49,53,54,55,57],absolut:[7,11,16,55,57],acceler:[10,21,33,35,36,37,55],accept:[32,42,53,55,56],access:[7,10,14,24,35,51,53,54,55,56,57],accesss:53,accident:[49,53],accomplish:[12,53],accord:[18,21,54],account:53,accur:[7,10,30,54],accuraci:[9,19,20,30,54,55,57],achiev:[10,54],across:11,act:[10,23,55],action:[49,53],activ:[7,52,53],actor:53,actual:[7,12,25,29,33,35,37,55,56],ad:[2,6,7,10,20,23,25,32,34,38,49,53,55,57],adapt:57,add:[10,12,19,23,27,28,29,30,34,46,49,53,54,55,57],add_dt:7,add_load:12,add_predict:19,adddit:7,addit:[7,11,15,16,18,20,23,25,27,28,34,53,54,57],addition:[7,27,53,54,55],address:[3,56],adequ:[52,54,55,56],adjust:[21,41,54,55],administr:[49,53],advanc:[10,32,35,55],aeb:10,aerial:10,aerodynam:10,aeronaut:[49,54,56],aeroresearch:10,aerospac:[10,52],aet:10,affect:[38,50,55],after:[7,8,10,11,12,16,19,37,42,49,53,55],afterward:55,ag:[10,55],again:45,against:[52,53],agenc:52,aggr_method:[7,11,16],aggreg:[7,9,11,13,16,55,57],aggregation_method:9,ago:53,agre:52,agreement:[49,52],ai:10,aiaa:10,aimax:10,air:[10,33,36,37,38,55,56],air_dens:10,airborn:53,aircraft:[5,8,57],aircraft_model:[10,50,57],aircraftmodel:[10,57],airspac:10,al:[10,14,17,19,20,54],aleak:10,alert:53,algorithm:[3,7,12,14,15,17,18,19,50,51,53,54,55,57],alia:[10,54,57],all:[6,7,10,11,13,14,15,16,17,19,20,21,24,32,43,47,48,49,52,53,54,57],allow:[7,13,14,19,21,22,24,25,26,27,28,29,30,32,33,35,36,37,38,40,41,42,43,44,45,46,47,53,55,56,57],along:[7,10,12,15,51,54],alpha:[10,15,18,19,54],alpha_lambda:[19,54],also:[3,7,8,10,11,15,16,18,21,25,28,30,34,35,37,38,41,46,49,50,51,53,54,55,57],alt:21,altern:[10,41,55],altitud:[10,21,28,33,36,37],alwai:[2,10,54,55],ambient:[10,55],among:7,amount:[10,32,35,37,43,55],amp:[8,10,24,27,29,30,42],an:[2,7,9,10,11,12,13,14,15,16,17,18,19,23,27,29,32,33,34,35,36,37,38,49,50,52,53,54,55,56,57],analysi:[8,32,40,49,51,54,55],analyz:[17,37,51,53],andrew:10,angl:[10,21],angular:10,ani:[7,10,11,15,16,17,20,26,27,34,37,49,52,53,54,55,57],annual:[10,14,17,19,54,55],anod:10,anomal:53,anoth:[5,6,17,29,49,50,53,55],anticip:57,anyth:[27,36,37,55],anywher:30,aosp:10,ap:10,apach:53,apc:10,api:[3,7,56,57],api_doc:7,append:[23,29,31,34],appl:49,appli:[2,7,10,11,12,13,16,33,38,46,50,55,57],applic:[10,27,30,32,35,38,50,52,53,54,55,56,57],apply_:57,apply_bound:57,apply_limit:[11,16,46],apply_measurement_nois:[11,16],apply_process_nois:[11,16],apply_proportional_process_nois:38,approach:[7,10,12,14,17,19,21,29,32,38,50,51,54,55,57],appropri:[49,53],approv:[49,53],approxim:[7,11,16,29,30,50,55],april:53,aproach:46,aquisiton:53,ar:[2,3,6,7,8,9,10,11,13,14,15,16,17,18,19,20,21,24,25,27,28,29,30,31,32,33,35,36,38,41,42,47,49,50,51,52,53,54,55,56,57],arang:40,arc:10,architect:53,architectur:[52,53,56],archiv:53,area:10,arg:[12,17,19,33],argument:[3,6,7,9,10,11,12,13,14,15,16,17,18,19,20,37,54,55,56,57],aricraftmodel:[],aris:52,aritif:[14,19,54],armatur:10,around:[10,16,17,19,54,56],arrai:[7,8,11,15,16,17,20,21,23,28,33,34,35,47,53,54],articl:[10,14,17,19,54],artifact:53,artifici:17,ascent:21,ascent_spe:21,asia:10,ask:53,aspect:[12,54,55],assess:53,assign:[49,53],assist:[52,53],associ:[14,17,19,21,27,49,52,54],assum:[2,10,25,54],assumpt:[15,54],assur:49,atmax:10,atmospher:10,attach:10,attitud:[10,21],attribut:16,audit:53,augment:7,august:10,authent:56,author:[49,52,53],auto:[7,11,16,41,55],auto_examples_jupyt:32,auto_examples_python:32,autogen:53,autogener:49,autom:[49,53],automat:[16,25,41,49,55,57],av:10,avail:[18,21,53,54,55],averag:[2,12,21,29,40],aviat:10,avoid:7,ax:[11,12,33],axi:[7,10,17,23,54],axil:10,az:10,b:[10,11,20,24,30,35,50,51],back:[10,49,54],backward:49,bad:12,ball:[10,25,33,36,37,39],banerje:[10,52],baptista:54,baptistia:[14,17,19],bar:[7,11,16],barrier:53,base:[6,7,9,10,11,13,14,15,16,18,20,21,23,28,34,50,51,52,53,54,55,57],base_std:[2,29],basebal:[33,36,37],based_prognostics_with_concurrent_damage_progression_process:10,basi:[21,55],basic:[20,38,49,53,54,55],basic_exampl:54,basic_example_batteri:54,batt1:6,batt2:6,batt:[3,22,23,30,34,41,42],batt_id:8,batteri:[5,24,27,30,32,41,42,50,54,55],battery_electrochem:10,batterycircuit:[2,7,10,11,16,22,29,41,54,56],batteryelectrochem:[10,41,42,57],batteryelectrochemeod:[10,11,16,23,27,30,34,54,55,57],batteryelectrochemeodeol:[10,57],batteryelectrochemeol:[10,57],bear:10,becaus:[8,29,36,40,54,55],becom:[7,11,16,57],been:[3,7,10,11,13,16,17,19,29,49,53,57],befor:[7,8,10,11,16,20,29,31,37,39,49,53,54,55],begin:[15,17,18,24,28,33,35,36,37,54],behav:[6,55],behavior:[6,7,9,10,11,12,16,34,50,51,53,55],being:[7,11,16,32,41,42,43,44,45,49,50,54,55],below:[3,7,8,10,12,14,18,20,21,27,28,32,42,46,49,51,52,53,54,55,56,57],benchmark:[22,32,49,52,55,56],benefit:53,best:[13,39,49,53,54,55,56,57],beta:[15,18,19,54],better:7,between:[6,7,10,11,12,13,14,16,17,18,19,20,21,25,27,29,30,40,49,54,55],beyond:[54,55],bhaskar:54,bidirect:23,big:52,binari:55,bit:34,bitgener:12,blade:[10,55],blank:[7,11,13,16,17],block:[4,56],bodi:[10,37],bool:[3,4,7,10,11,16,17,19,20,56],bot:49,both:[7,15,49,53,56],bottom:[10,49,53],botton:10,bound:[7,10,11,16,19,20,46,54,55,57],branch:53,bring:57,brushless:10,brushlessdc:10,bsd:53,bu:[11,33],bug:[49,53,57],bugfix:[49,57],build:[7,8,10,11,16,23,25,28,32,34,39,49,52,56],built:54,bulk:10,bv:10,c:[8,10,11,20,24,31,33,52,55],c_l:31,c_q:10,ca:[10,56],calc_error:[7,11,16,30,31,39,53,57],calcul:[2,7,10,11,12,13,14,16,17,19,20,21,28,30,36,50,54,55,57],call:[7,11,12,13,16,18,25,50,54,55,57],callabl:[7,11,12,15,16,19],callback:[7,16,23,25,57],can:[2,7,8,10,11,12,13,14,15,16,18,19,20,21,25,26,27,30,32,33,35,36,37,38,39,40,41,46,49,50,51,52,53,54,55,56,57],cannot:[11,15,16,38,53,54,55],capabl:[51,53,55],capac:[10,32,42,55],capacitor:10,capit:53,captur:41,carlo:[15,51,54],cartesian:10,catalog:53,categori:[51,55],cathod:10,caus:[10,53],cautiou:[15,54],cb0:10,cb:10,cbp0:10,cbp1:10,cbp2:10,cbp3:10,cc:10,ccp:10,cd:[10,46,52,54,55,56,57],celaya2012:55,celaya:[51,54,55],celciu:57,cell:10,center:[8,10,52,53],centrifug:[10,32,44,55],centrifugal_pump:10,centrifugalpump:[10,44],centrifugalpumpbas:[10,57],centrifugalpumpwithwear:10,certain:[7,11,16,50],cfg:[2,3,7],cgf:31,challeng:56,chang:[25,26,32,37,41,49,53,55,57],chao:[7,53,55,57],chaospi:[7,53],characterist:50,charg:[10,27,30,42],chart:54,chat:53,check:[3,4,8,11,49,53],checker:53,checklist:53,checkout:[49,52,54,55,56],chemistri:41,chetan:[10,52],chief:53,choos:[49,55],chosen:54,chri:52,christoph:[49,52,53],circuit:10,citat:10,cla:49,claim:52,classmethod:[7,11,16],classnam:7,claus:53,cleak:10,clean:49,clear:[17,19],click:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],client:[3,52,56,57],clone:[49,52,54,55,56],close:[10,20,21,36,45,49,50,53,54],closer:39,closest:[11,16],cm:40,cmapss:5,cmax:10,co:8,coars:55,cobl:[14,17,19,54],code:[21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],codebas:53,codecov:53,codefactor:53,codeql:53,coeffici:[7,10,57],cofigur:37,collabor:53,collect:[7,9,11,12,16,19,20,23,28,31,34,39,49,54,55],collector:10,colloc:7,color:17,column:[8,23,35],com:[14,17,19,49,52,53,54,55,56],combat:51,combin:[6,13,19,51,52,54,57],combo:10,come:[8,51,54,55],command:[49,52,53,54,55,56],comment:[49,53],commerci:10,commit:[49,53],common:[7,12,49,50,52,53,54],commonli:[30,49,51,54,55],commun:[27,55,56],commut:10,compact:[17,23,31,34,44,48],compar:[14,17,19,23,28,30,34,35,37,51,53,54,55,56],compat:[49,53],compens:12,competit:8,compil:23,complet:[10,21,28,49,53],complex:[7,12,23,34,38,55,56],compli:[49,53],complianc:57,compliant:53,complic:[34,38,54],complient:49,compon:[10,23,54,55],compos:[6,10],composit:[6,50,55,57],composite_model:[13,55],compositemodel:[0,5,13,50,55],compris:57,comput:[10,12,15,19,22,32,35,49,54,55],computation:[51,54,55],concentr:10,concept:[27,32,55],concern:53,concurr:10,condit:[7,8,11,16,50,53,55],conduct:53,confer:[8,10,14,17,19,54,55],config:[2,3,7,37,38,44,45,54],configur:[2,3,7,10,11,15,16,17,18,23,31,37,38,39,45,49,50,51,54,55,57],confirm:[49,53],conform:[49,52],conjunct:55,connect:[3,6,8,55],connectionerror:8,consid:[8,20,40,50,54,56],consider:55,consist:[7,8,11,16,50],constant:[2,7,10,11,12,16,22],constitu:[32,36],constitut:52,constrain:50,constraint:21,construct:[7,9,10,18,37,54,55],constructor:[5,13,15,33,35,37,54],contact:10,contain:[7,10,11,12,16,19,20,38,54,55],contamin:8,content:8,contibut:52,continu:[7,8,11,13,16,53,55,57],contractor:[49,52],contribut:[53,54,55,56],contributor:[49,53],control:[5,10,33,35,36,37,49,50,53,55],conveni:49,converg:56,convert:[10,17,32,35,54],coordin:[7,21],copi:55,copyright:[49,53],corbetta:[10,52],core:[17,33],corpor:52,correct:53,correctli:55,correl:54,correspond:[7,8,10,11,12,14,16,17,19,27,49,52,54,55],cost:55,cot:53,could:[7,11,16,29,30,34,53,55],count:[14,19],cours:27,cov:[20,54],covar:20,covari:[15,18,20,54],covariance_matrix:20,cover:[10,49,53],coverag:[49,53],cq:10,cra:[19,57],crack:[31,32,55],creat:[3,7,11,12,15,16,18,20,21,22,26,28,30,31,34,35,37,40,41,42,43,45,46,51,53,54,55,56,57],creation:[51,54],cricial:53,criteria:[19,53,54],criteria_eqn:19,cross:10,cruis:21,cruise_spe:21,cs:10,csv:31,csv_dir:31,csvfile:31,ct:10,cumul:[19,57],cumulate_relative_accuraci:54,cumulative_relative_accuraci:19,curiou:49,current:[3,8,10,12,15,18,21,24,27,29,30,42,50,51,54,55,57],curv:[10,15,34,54],custom:[7,11,16,23,32,38,54,55],custom_model:[7,23,55,57],cutoff:[7,11,16],cv:10,cx:[11,33],cybernet:10,cycl:[8,10],cycle_tim:[44,45],d:[8,10,11,17,19,20,23,33,34,53],daigl:[10,51,52,54,55],daigle2013:10,daigle2016:10,daiglepump2013:10,daiglesankararaman2013:10,daiglevalve2011:10,daiglevalve2014:10,dailge2013:[],damag:[8,10,52,53],damp:10,dash:10,data:[0,3,5,10,11,13,14,16,17,18,19,23,24,28,30,31,32,34,39,50,51,53,56,57],data_four:[28,34],data_half:[28,34],data_model:[7,23,28,34,50,55,57],data_quart:[28,34],data_twic:[28,34],datafram:[8,17,57],datamodel:[0,5,50,55,57],datarepo:10,dataset:[0,5,24,32,53,55,57],dataset_:24,dataset_id:[8,24],date:49,dc:[5,55,57],dcmotor:[10,43,55,57],dcmotorsp:[10,57],de:55,debug:[4,56],decenc:53,decis:[49,53],decomposit:[7,30,32,55,57],decreas:[10,13,32,42,54,55],deem:49,def:[7,11,12,15,16,18,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55],default_paramet:[10,16,33,35,37,55],defaultdict:20,defin:[2,6,7,10,11,12,15,16,18,19,21,22,25,26,27,28,29,30,31,32,33,35,36,37,38,41,42,43,45,47,49,50,52,54,55,57],definit:[28,51,55],defualt:21,degrad:[8,10,16,51],degraded_capac:57,degre:[8,10,53,57],degred:[8,10],del:29,deleg:53,delimit:31,deliver:53,deliveri:53,demand:52,demo:[37,40,46],demonstr:[25,26,27,28,29,31,32,34,38,39,46,48,49,54,55,56],denot:50,dens:23,densiti:10,denver:8,depend:[7,11,16,40,49,55,57],dependabot:53,depict:19,deprec:53,deprecationwarn:49,depreci:[7,11,16,49],deputi:49,deriv:[10,11,16,25,32,36,40,50,55,57],derived_param:[25,55,57],desc:24,descent:21,descent_spe:21,describ:[2,3,7,10,11,12,14,16,18,20,21,27,32,33,36,40,49,50,51,52,53,54,55,56,57],descript:[8,24,53,54,55],design:[35,42,49,52,53],desir:[7,10,12,21,30,37,49,53],desrib:54,destruct:53,detail:[7,8,10,11,12,16,23,24,49,51,53,54,55,56,57],detect:[10,53],determin:[7,10,11,13,16,30,39,51,53,55],dev:[49,52,53,54,55,56],dev_guid:[49,53],develop:[8,10,52,53,54,55,57],deviat:[2,7,12,20],dfrac:[10,11,14,19,20],di:10,diagnost:[52,53,55],diamet:10,dict:[2,3,7,8,10,11,12,13,14,16,17,18,19,20,33,49,54],dictionari:[2,7,10,11,12,13,14,16,19,20,21,25,32,33,35,37,49,54],dictlikematrixwrapp:[7,11,16],diego:10,differ:[7,8,9,10,14,18,19,20,21,23,28,29,34,37,38,45,53,54,55,56,57],differenti:[7,11,16,55],diffus:10,dimens:[7,10,11,15,54,55],dimension:[7,50],dimensionless:10,direct:[7,10,11,16,50,57],direct_model:55,directli:[7,11,15,16,22,24,25,26,27,28,29,30,33,35,36,37,38,40,41,42,43,44,45,46,47,49,50,53,54,55,57],directori:[49,53],directthrownobject:55,dirnam:31,discharg:[10,24,27,42,50,57],discret:[7,11,12,16,55],discript:55,discuss:[49,53],disk:24,displai:[17,19,44,48,54,55,56],display_at_subplot:48,display_label:[17,48],dist:[20,38],distanc:10,distribu:55,distribut:[7,9,10,13,14,15,16,19,20,29,33,38,52,54,57],divid:[8,51,55],divis:49,djis1000:10,dlr:52,dmd:[7,11,16,30,55,57],dmd_matrix:7,dmdmodel:[5,57],doc:49,document:[7,11,16,18,52,53,54,55],doe:[7,19,52,53,55],doesn:[15,18],dof:55,doi:[10,49,52],domain:[15,54],don:[7,11,16,55],done:[7,9,13,24,30,34,38,49,51,53,54,55],dont:[19,23,24,29],doubl:[7,11,16,21,57],down:57,download:[8,10,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,55,57],draft:57,drag:[10,46,57],dramat:55,draw:10,drawn:[42,50,54],drf:57,drive:10,driven:[7,11,16,50,51,55,57],drop:10,dropdown:12,dropout:[7,23],dt:[7,10,11,15,16,18,21,23,26,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,45,46,47,48,54,55,57],dtaidist:53,dtw:[7,11,16,53,57],dtype:[23,34],due:[10,33,35,37,55],duffi:53,dump:24,duplic:6,dure:[8,13,53,55,57],duti:[10,43],dvdt:55,dx:[10,11,13,16,33,36,37,40,55,57],dx_eqn:36,dxdt:55,dynam:[7,10,11,12,16,26,30,32,53,55,57],dynamic_step_s:[26,55,57],e0:7,e1:7,e2:7,e:[2,3,5,6,8,9,10,11,12,13,14,15,16,18,19,20,23,25,28,32,33,34,38,42,49,50,51,52,53,54,55,56,57],each:[2,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,24,29,33,35,37,38,40,49,53,54,55,56,57],earli:7,early_stop:7,eas:53,easili:54,east:10,edward:10,eelement:7,effect:[6,8,10,12,50,53,57],effici:[7,22,32,33,35,37,49,54,55],either:[7,11,12,15,16,18,19,49,50,52,54,55],eklund:8,electr:10,electro:41,electrochem:10,electrochemistri:10,electrod:10,electrolyt:10,electron:[10,53],element:[6,7,17,23,29,34,38],elif:[27,29,30,31,41,42,44],elimin:55,els:[7,11,16,19,23,27,29,30,31,33,41,44,55],email:52,emf:10,empir:10,empti:[11,16,19,20,33,35,37,38,40,49],en:[15,53,54],enabl:[7,53,54,55,57],encod:7,end:[7,8,10,11,15,16,17,24,27,32,42,50,54,55],end_of_miss:54,endors:52,endpoint:57,enforc:[53,57],engin:[5,54,55,56],enhanc:53,enough:[7,39],ensembl:[9,13,55,57],ensemblemodel:[0,5,55],ensur:[30,49,53,55],enu:10,enumar:53,enumer:[24,46],environ:[23,28,34,55],environment:[50,55,56],eod:[10,11,16,27,29,40,42,57],eod_requirement_threshold:27,eod_warn_r:27,eod_warn_yellow:27,eoi:[27,55],eol:[10,11,15,16,27,32,42,50,54,55,57],eol_ev:54,eom:[27,55],epoch:[7,23,28,34],eqn:[7,10,11,13,16,29,33],equal:17,equat:[7,10,11,15,16,28,31,32,33,35,36,51,54,55],equip:8,equival:[10,18,30,54],equivil:[10,15],error:[7,10,11,12,13,16,19,30,31,39,49,52,57],error_method:[7,11,16],es:[11,55],esc:[5,43,57],especi:[7,34,51,53,54,55],essenti:55,est:53,establish:53,estim:[0,1,3,5,7,10,11,13,14,15,16,29,31,32,33,35,39,49,50,51,52,56,57],estimate_param:[7,11,16,31,39,55,57],estimate_paramet:57,et:[10,14,17,19,20,54],eta:21,etc:[7,10,11,16,49,50,53,54,57],euler:[7,10,11,16,21,55,57],eval:55,eval_pt:[7,11,16,55],evalu:[7,11,14,16,17,19,53,54,55,57],even:41,event1:[15,19,54],event2:[15,19,54],event3:19,event:[3,7,10,11,13,14,15,16,17,19,20,26,27,28,29,31,32,33,35,36,37,40,42,44,46,48,49,50,51,56,57],event_1:55,event_kei:[7,11,16],event_occur:37,event_st:[7,10,11,13,15,16,17,18,26,27,28,29,30,31,33,35,36,37,42,44,47,49,54,55,57],event_state_eqn:36,event_state_model:7,everi:[7,8,10,11,13,15,16,26,33,38,41,49,53,55],everyth:38,evid:53,evolut:[48,55],evolv:[51,54,55],ex1:38,ex2:38,ex3:38,ex4:38,ex5:38,ex6:38,ex7:38,ex:30,exact:[50,54,55,57],exactli:[35,55],exampl:[2,3,6,7,9,10,11,12,13,14,15,16,18,19,20,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,53,57],exce:46,excel:[8,10,52],except:[7,11,16,31,35,49,53],execut:[6,22,24,25,26,27,29,30,33,35,36,37,38,40,41,42,43,44,45,46,47],exercis:[34,55],exist:[7,18,19,20,49,53,54,55,57],exit:56,expand:53,expans:[7,53,55,57],expect:[2,7,15,29,49,50,53,54,55,57],expens:[7,51,52,54,55],experi:57,experiment:[10,49],expert:[13,55],explicitli:[49,57],explor:57,express:52,extend:[14,17,25,27,55],extent:52,extern:[49,53],extract:54,extrem:49,eycjk6qffbzntskztov9npmbc9cppf6fniruktg2gwvopa:49,f:[7,10,11,16,19,24,26,33,46,50,53,55],face:56,facil:53,fade:[18,54],fail:[8,53,55],failur:[8,10,27,50,53,54,55],fake:[23,28,34,54,55],fall:[7,10,11,16,27,28,32,33,35,36,37,42,53,54,55],falling_:55,fals:[7,11,16,19,23,31,34,38,44,45,46,48],fan:8,fast:46,fastdtw:53,faster:[10,25,30,38,50,54,55],fatigu:55,fault:[8,10],fc:53,fcn:12,featur:[8,15,18,25,26,32,35,39,49,51,52,53,54,55,56,57],feed:29,feedback:10,few:[7,10,54,55],fidel:[7,11,16,30],field:16,fig:[19,20,54],figsiz:17,figur:[17,19,20,24,53,54],file:[7,31,49,53],filenotfounderror:31,fill:13,filt:[18,54],filter:[18,51,54,55,57],filterpi:[18,53,54],final_st:54,find:[31,49],first:[2,6,7,10,11,13,14,15,16,17,26,29,31,37,45,47,49,54,55,56],first_output:[7,11,16,44,45],first_stat:[15,47],fit:[13,23,34,52,54,55],fix:[10,38,39,49,53,57],flag:56,flask:53,fleet:8,flexibl:55,flight:[10,36,37,55,57],flow:10,flowrat:10,fluid:10,fluidi:10,folder:53,follow:[2,6,7,10,11,15,18,19,21,33,49,51,52,53,54,55,56],font:17,fontsiz:17,forbrushless:10,forc:[18,21,54,56],forgiv:21,fork:53,form:[6,9,10,13,20,23,32,35,42,53,54,55,57],format:[6,7,8,11,16,22,23,24,25,36,37,38,40,46,54],formul:53,forum:10,forward:[7,11,13,16,18,30,54,55,57],found:[19,31,51],foundat:[51,54,55],four:55,fraction:[7,10,11,16,28,30,33,35,36,37],frame:[10,17],frame_is_empti:17,framework:[54,55],free:52,freedom:[10,52],frequenc:[7,10,11,15,16,29,30,31,38,41,42,54,55],frequent:[7,50,54,55],friction:[10,45],from:[2,5,6,8,9,10,11,12,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,51,52,53,54,55,56],from_data:[7,23,28,34,55,57],from_json:[7,11,16,57],from_model:[7,34,55,57],fulfil:53,full:[10,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55,56],full_lstm_model:[7,28,55,57],fulli:[7,50,53,57],func:[7,11,16],further:[7,8,27,29,32,52,53,54,55],furthermor:53,futur:[2,3,7,11,12,14,15,16,22,24,27,29,30,31,32,34,38,41,42,43,44,45,50,51,53,56,57],future_load:[7,12,15,22,23,26,27,28,29,30,31,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,54,55],future_load_eqn:[7,11,16],future_loading2:[23,34],future_loading3:[28,34],future_loading_1:30,future_loading_2:30,future_loading_eqn:[7,11,12,15,16,23,34],fx:[11,33],g:[2,3,7,9,10,11,13,14,15,16,18,19,20,23,25,28,33,34,35,37,38,46,49,50,51,53,54,55,56,57],ga:10,gain:12,galleri:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],gas_gamm:10,gas_gamma:10,gas_mass:10,gas_r:10,gas_temp:10,gas_z:10,gaussian:[12,15,29,54],gaussian_wrapp:[],gaussianloadwrapp:[],gaussiannoiseloadwrapp:12,gaussiannoisewrapp:[12,57],geneart:54,gener:[7,9,10,11,12,15,16,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,54,56,57],generate_model:36,generate_surrog:[7,11,16,30,50,55,57],genet:[14,17,19,54],georg:10,german:52,get:[3,14,17,18,19,20,27,29,49,54,57],get_event_st:3,get_load:12,get_model:[3,57],get_performance_metr:3,get_predicted_event_st:3,get_predicted_performance_metr:3,get_predicted_st:3,get_predicted_to:3,get_prediction_statu:3,get_stat:3,git:[49,52,54,55,56],github:[49,52,53,54,55,56],give:[29,53],given:[7,11,14,15,16,17,18,19,20,21,23,34,50,51,54,55],go:[14,17,19,27,29,38,46,54,55],goal:53,goe:[7,11,16],goebel2017:55,goebel:[8,10,20,51,54,55],good:[13,29,30],gorosp:10,gorund:37,got:53,gov:[8,10,52],govern:[49,52,53],gpm:10,gradual:50,graph:[17,24],grav_mar:37,grav_moon:37,grav_venu:37,graviti:[10,21,33,35,36,37,55],greater:57,green:54,griffith:52,ground:[10,19,20,28,33,35,36,37,38,46,47,53,54],ground_truth:[19,20],group:[10,52,53],grow:8,growth:[10,31,32,55],grumman:52,gt:19,guarente:[7,11,16],guess:39,gui:[33,36,37],h:10,ha:[2,3,7,10,11,12,13,16,17,19,21,27,28,29,33,35,36,37,38,49,50,53,55,57],hand:54,handbook:53,handl:[28,29,32,34,38,49,55],happen:[46,55],hard:12,hardwar:[52,53],harmless:52,have:[6,7,8,9,11,12,13,15,16,21,24,25,27,29,31,32,34,35,49,50,52,53,54,55,57],hazard:53,hc:10,hcp:10,health:[8,10,19,42,50,52,54,55],healthi:[27,50,55],heard:55,heat:10,heavenli:37,height:[10,17,25,28,33,35,36,37,39,40,46,47,55],help:[7,12,53,54],here:[2,15,18,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,53,54,55],hidden:[50,54,55],high:[7,30],high_fidelity_result:30,higher:[7,11,16,21,30],highli:7,highlight:[49,54],histogram:[15,20,54,57],histor:7,hit:[10,33,36,37,47,55],hogg:10,hoil1:10,hoil2:10,hoil3:10,hold:52,horizon:[7,11,15,16,19,31,44,45,54,57],host:[3,4,52,54,55,56],hotfix:49,how:[7,11,12,13,16,18,20,25,27,32,34,36,46,50,51,54,55,56,57],howev:[23,27,33,35,37,53,55],hpc:8,hradial1:10,hradial2:10,hstack:[23,34],hsu:10,hthrust1:10,hthrust2:10,html:53,http:[7,8,10,14,15,17,19,49,52,53,54,55,56],human:54,hybrid:[50,51,55],hypothesi:[15,54],hz:10,i:[2,3,5,6,8,10,11,12,13,14,15,16,18,19,20,22,23,24,25,27,29,30,32,34,38,40,41,42,46,49,50,51,53,54,55,57],iT:10,i_a:10,i_b:10,i_c:10,ib:10,id:[8,57],idea:49,idenfii:7,ident:10,identifi:[7,13,14,16,17,19,32,39,46,53,54,55],ieee:10,ignor:[10,21,54],ijphm:10,illustr:[27,32,49,51,54,55,56],iloc:17,imax:[11,16],immedi:52,immut:14,impact:[7,10,11,15,16,26,28,33,34,35,36,37,38,40,46,47,48,54,55],impact_:55,impel:10,impellerwearfailur:10,implement:[5,7,10,11,15,16,18,25,30,33,35,37,50,52,56,57],implent:56,impli:52,implmenet:53,imposs:55,improv:[9,25,49,53,57],includ:[0,5,6,8,11,12,13,16,17,19,20,21,25,30,33,34,35,37,49,50,51,52,53,54,55,56,57],inclus:53,inconsist:53,incorpor:[53,55],incorrect:55,increas:[2,10,13,19,23,29,34,53,54],increment:10,indemn:52,indemnifi:52,independ:49,index:[7,10,11,12,14,16,17,18,19,24,52,54],index_of_data:17,index_scheduled_var:12,indic:[7,8,10,11,14,16,17,19,24,50,53],indicatortol:10,individu:[7,13,49,53,54],indranil:[51,54,55],induct:10,ineffici:[32,35],inertia:10,inf:46,inform:[12,15,18,20,50,53,54,55,57],infring:52,inherit:[10,11,54,55],inidividu:[20,51],initi:[3,7,8,10,11,12,15,16,18,23,28,33,34,35,36,37,42,44,45,46,47,50,54,55,57],initial_st:[18,54],inject:53,inlcud:54,inner:55,input0:12,input1:55,input2:55,input:[6,7,10,11,12,13,14,15,16,17,18,23,26,28,29,30,31,33,34,35,36,37,38,39,42,44,47,49,50,53,54,57],input_data:[7,23,34],input_dist:7,input_kei:[7,11,16,23,28,34],input_nam:6,inputcontain:[7,11,12,16,18,20,22,23,27,28,29,30,31,32,33,34,35,37,38,40,41,42,43,44,45,55,57],insert:53,inspect:53,instabl:[7,11,16],instal:[8,57],instanc:[7,11,16,19,26,37,40,46,54,55],instanti:54,instead:[7,10,11,16,28,32,35,39,49,50,54,55,57],institut:52,insuffici:[10,42,55],insufficientcapac:[10,42],int_lag:12,integ:14,integr:[7,11,12,16,41,53,55,57],integration_method:[7,11,16,41,55,57],intel:49,intellig:[14,17,19,54],intend:[51,56],intens:31,intent:53,inter:50,interact:[3,56],interchang:[7,30,49,57],interconnect:[6,55],interdepend:57,interest:[27,50,51,52,54,55],interfac:[5,57],interior:10,intermedi:[7,11,16,57],intern:[7,8,10,30,50,53,54,55],internet:8,interpol:21,interpret:[14,17,19,54,55],interrupt:56,intial:7,introduc:[53,57],investig:[53,54],involv:[7,53],io:[7,49,52,53,54],ion:10,ipynb:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],is_continu:[7,11,16],is_direct:[7,11,16],is_discret:[7,11,16],is_init:3,is_run:4,is_state_transition_model:[7,11,16],is_vector:[16,35],isn:[34,50,52,54,55,56],issu:[8,49,53],ist:8,item:[19,29,37,49,53],iter1:30,iter2:30,iter:[7,14,17,19,21,30],iterrow:17,its:[14,15,17,18,19,46,53,54,55,56],itself:[18,49,53],j:[7,10,14,17,19,52,54,55],j_t:10,jami:54,jarvi:[49,52],jason:52,jena_sens:23,jerk:21,jet:5,jl:10,jo:51,john:[51,54,55],join:31,joint:7,journal:[10,19,54,55],jpl:49,jr:10,js:10,json:[7,11,16,55,57],jt:10,juli:53,jupyt:[22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],just:[38,55,57],juypter:49,k:[8,10,19,52,55,56],k_max:31,k_min:31,kai:[51,54,55],kalman:[18,51,54,55],kalman_filt:[15,54,57],kalmanfilt:[18,54,57],kappa:[15,18,54],katelyn:[49,52],keep:53,kei:[2,7,11,12,14,16,17,18,19,20,29,30,31,36,37,39,54,55,57],kept:53,kera:[7,23,55],key1:[7,11,16,20],key2:[7,11,16,20],key3:20,keyboard:56,keyerror:19,keyword:[3,6,7,9,10,11,12,13,15,16,17,18,19,20,33,54,56],keywork:57,kf:[18,54],kg:10,kind:[20,52],kister:10,kmin:10,kn:10,know:[31,34],knowledg:[51,55],known:[10,49,53],kp:10,kt:10,kulkarni:[10,52],kutta:[41,55],kwarg:[3,4,6,7,9,10,11,12,13,15,16,17,18,19,20,21,54],l1:10,l:10,la:10,label:[8,17,20,24,30,42,53,54],laboratori:53,lack:19,lambda:[7,11,16,19,23,34,55],lambda_valu:19,land:21,landing_altitud:21,landing_spe:21,languag:53,larg:[7,17,51,53,54,55,57],larger:[8,18,54],last:[2,8,12,16,18,23,34,38,50,53,54],lat:21,later:38,latest:[8,52,54,55,56],latitud:21,law:[31,32,52,57],layer:[7,23,55],layout:17,lazili:57,lazysimresult:[17,57],lbl:44,lead:[49,53],leak:[10,55],learn:[7,32,35,50,51,53,54,55,56],least:[7,9,13,29,49,53,55],leav:[33,35,37],left:[10,19],legend:[30,44,48,57],len:[23,24,29,30,40,54],length:[7,10,12,21,31],less:[7,10,30],let:[25,29,35,37,38,39,40,46,47],level:[8,10,53,57],lgtm:[49,53],lh2:10,li:10,liabil:52,librari:[15,18],licens:[49,53],life:[8,10,15,27,32,42,50,54,55],lifecycl:53,light:46,like:[14,15,20,27,29,32,34,35,38,41,49,50,52,53,54,55,56,57],likelihood:54,lim:10,limit:[10,11,16,32,46,52,53,54,55,57],line:[17,19,52,54,55,56],linear:[7,10,11,12,15,25,32,33,54,55,57],linear_model:[33,55,57],linearmodel:[0,5,7,18,32,33,54,55,57],ling:55,link:[53,54,55],linkedin:49,linter:49,linux:49,list:[6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,25,53,54,55,56,57],lithium:10,littl:38,ll:[23,28,34,55],load:[0,1,3,5,7,10,11,15,16,18,22,23,27,29,30,31,32,33,34,38,41,42,43,44,45,47,50,51,54,56,57],load_data:[8,24],load_est:[2,3],load_est_cfg:[2,3],load_estim:12,load_funct:[7,11,16,30],load_sourc:12,loadestim:12,loading_eqn:[23,34],local:[14,17,19,54],logic:[7,11,15,16,18,28,29,50,53,54,55],lon:21,longer:[7,11,16,53,55],longitud:21,look:[49,52,53,54,56],loop:[10,50,55],loss:[23,52,54],lot:55,low:[10,53,55],lower1:[7,11,16],lower2:[7,11,16],lower:[7,11,16,20,21,27,57],lower_limit:16,lowest:13,lqr:[12,50],lqr_i:12,ls:10,lstm:[7,23,57],lstm_model:[7,34,55,57],lstmstatetransitionmodel:[5,23,28,32,34,50,55,57],lstmthrownobject:28,lump:10,m1:9,m2:[7,9,16,28,34],m3:[9,16,34],m:[3,7,9,10,11,12,13,14,15,16,17,18,19,20,21,25,26,27,28,29,31,33,34,35,36,37,38,39,40,46,47,48,49,52,53,54,55,56],m_batt:[23,34],m_custom:23,mac:49,machin:[32,35,50,51,53],made:[19,53,54],mae:[7,11,16,23,57],magnitud:[8,10,21],mahadevan:55,mai:[7,8,10,24,46,52,53,54,55,56,57],main:53,maintain:[10,49,53],mainten:52,major:[49,53],make:[8,12,13,20,49,51,54,55,57],malici:53,man:10,manag:[8,10,19,49,51,52,54,55,56],mani:[30,53,54,55],manipul:[17,54],manner:[38,52],manual:[28,46,49],manufactur:[8,10],map:[7,11,16,19,55,57],mape:[7,11,16,57],march:53,marcia:54,mark:[49,53,54],mass:10,master:[49,53],match:[12,18,28,34,53,54,55],math:[11,46],mathemat:[16,53],matirx:35,matlab:[15,18],matmul:35,matplotlib:[17,19,20,23,24,27,28,29,30,31,34,38,42,44,48,53],matric:11,matrici:[32,35],matrix:[7,10,12,15,18,20,23,32,34,35,54,57],matrix_model:35,matrixcheck:11,matteo:[10,52],matter:52,matthew:[51,52,54,55],max:[10,28,33,35,36,37,41,55],max_:[7,11,16,57],max_avgjerk:21,max_i:[10,11,16],max_it:21,max_phi:21,max_score_step:13,max_theta:21,max_x:[28,36,37],maximum:[7,10,11,13,16,18,21,28,33,35,36,37,54,55,57],mbot:10,mc:54,mcoil:10,mcradial:10,mcthrust:10,mead:[7,11,16],mean:[2,7,9,11,14,15,16,17,18,19,20,23,29,30,54,55,56,57],mean_valu:[14,20],measur:[7,8,10,11,13,14,16,17,18,19,28,29,33,36,37,38,39,45,50,51,53,54],measured_load:29,measurement_eqn_exampl:54,measurement_nois:[10,11,13,16,33,34,38,57],measurement_noise_dist:[10,11,13,16,33,38],measuremetn:36,mechan:10,median:[20,54],median_valu:20,meet:[19,54,57],member:[28,54],memori:[18,54,55],menu:51,merchant:52,merg:[49,53],merger:53,messag:[49,53],met:[7,11,15,16,19,27,32,37,41,44,45,49,53,54,55],meter:39,method:[3,7,10,11,14,15,16,17,18,19,25,28,33,41,45,50,51,53,54,55,56,57],metric:[3,6,10,11,13,14,15,16,17,18,19,20,23,37,50,53,54,56,57],mgmt:53,might:[23,54,55],mileston:[49,53],min:10,minim:[7,11,16,17,48,55],minimum:57,minor:53,minu:10,minut:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],misc:52,miss:56,mission:[10,27,53,54,55],mission_complet:10,mit:53,mitig:53,mixtur:[13,55],mixture_of_expert:55,mixtureofexpert:[0,5,55],mixtureofexpertsmodel:[13,55,57],mode:[4,7,8,11,16,30,32,45,55,56,57],model1:[13,55],model2:[13,55],model:[0,2,3,5,6,7,8,9,11,12,13,15,16,18,20,22,23,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,56],model_cfg:3,model_config:38,model_gen:36,model_nam:6,modelcheckpoint:23,modifi:7,modul:[10,22,24,25,26,27,29,30,32,33,35,36,37,38,40,41,42,43,44,45,46,47,48,52,55,56],moe:[13,55],mol:10,molar:10,mole:10,moment:[10,12],monitor:[10,53],monoton:[14,17,19,37,54,57],monotonicitii:19,monotonicti:[14,17,19],monotono:[14,19],mont:[15,51,54],monte_carlo:[18,54],montecarlo:[3,14,15,50,54],montecarlopredictor:54,month:52,more:[7,8,12,15,18,21,23,25,27,29,33,34,35,37,38,39,40,49,50,53,54,55,56,57],most:[7,12,16,23,49,50,51,52,54,55,56],mot:53,motor:[5,43,55,57],move:[2,8,12,21,29,55],moving_avg:29,movingaverag:[2,12],ms:22,mse:[7,11,16,23,30],mtop:10,much:[27,39,40,54,55],multipl:[6,7,8,9,11,13,16,17,18,19,30,32,47,50,53,54,55,56,57],multiprocess:7,multivari:[8,20],multivariatenormaldist:[15,20,54],must:[6,7,8,11,12,15,16,18,19,20,27,49,53,55],mutual:10,mx:10,my:[10,49],mybatt:27,mz:10,n:[7,8,10,14,17,19,20,21,25,26,31,34,41,42,43,45],n_e:11,n_event:7,n_event_st:7,n_input:[7,11,23],n_output:[7,11],n_sampl:[7,15,20,54],n_state:[7,11],n_time:7,na:53,name:[2,3,6,7,8,16,19,28,49,54,57],namedtupl:[7,11,16],nameerror:16,nametupl:15,nan:[11,16],nanalyz:24,nasa:[8,10,15,18,24,32,49,52,54,55,56,57],nasa_batteri:[5,24],nasa_cmapss:5,natali:10,nation:49,natur:[54,55],navig:49,nc:53,ndarrai:[7,12,17,21],ndataset:24,ndim:23,nears:50,necessari:[7,10,11,16,28,50,54,55],need:[7,10,11,12,16,21,23,27,28,31,34,45,49,53,54,55,57],neg:[10,57],neglect:[10,37],neither:[11,16],nelder:[7,11,16],net:10,network:[50,55],neural:[50,55],never:49,new_data:[18,54],new_model:[25,37,55],new_state_estimator_exampl:54,new_v:55,new_x:55,newaxi:23,newlin:31,nexampl:[34,38],next:[11,13,14,16,17,19,26,49,53,54,55],next_stat:[10,11,13,16,23,28,33,34,35,55,57],next_tim:26,nfor:40,ngc:52,nimpact:38,nitrogen:10,nm:10,nmonoton:37,nnote:38,nnumber:24,node:10,nois:[2,7,8,10,11,12,13,15,16,18,30,32,33,35,37,38,50,54,57],nomin:10,non:[7,10,15,49,54,55,56,57],none:[2,7,10,11,12,16,17,18,19,20,21,22,23,26,27,28,29,30,31,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,54,55],nonlinear:[15,54,57],nonloc:[23,28,34,42],noptim:[31,39],normal:[7,8,10,13,16,19,20,23,29,30,33,54],north:10,northrop:52,notabl:54,notat:35,note2:25,note:[6,7,10,11,16,24,25,27,30,34,35,38,41,46],notebook:[22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],notic:[25,49,53],notifi:[49,53],now:[25,29,30,35,37,38,40,47,55,57],np:[7,8,9,11,12,15,17,20,21,23,28,33,34,35,40,54,55],npr7150:49,nsampl:20,nset:26,nstate:[15,54],nth:20,nthi:37,ntr:10,num_input:12,num_particl:[18,54],num_sampl:20,num_stat:12,number:[6,7,8,10,11,12,13,14,15,16,17,18,19,20,21,22,24,29,33,46,49,50,51,53,54,55,56],numer:55,numpi:[17,20,23,28,29,33,34,35,38,40,47,53],nupdat:25,nurb:21,nurbs_basis_length:21,nurbs_ord:21,obj:25,object:[7,8,10,11,12,14,16,17,20,21,22,28,30,31,32,33,34,35,36,37,38,41,42,43,45,46,47,49,53,54,55,56,57],observ:[7,11,16,18,54,55,57],obtain:[15,54],obvious:[37,39],occasion:57,occupi:10,occur:[7,10,11,15,16,17,19,27,37,49,50,51,53,54,55],occurr:[7,11,14,16],oct:[8,52],octob:10,odd:41,odesolv:16,off:[21,49,53],offic:[49,53],offlin:54,offset:[10,12],offsetx:10,often:[50,51,54],ohm:10,ohmic:10,oil:10,ok:[29,37,38],omega:10,omit:[7,11,16],onc:[38,39,56],one:[2,6,7,8,9,10,12,14,17,18,19,25,50,51,53,54,55,56],onedr:53,ones:54,onli:[7,10,11,12,13,16,20,34,38,47,49,53,54,55,57],onlin:56,online_prog:56,op:53,open:[10,24,31,45,49,52,53],openapi:49,oper:[8,9,14,20,32,35,49,50,57],optim:[7,11,14,16,17,19,23,50,54,55],optimizeresult:[7,11,16],option:[2,3,4,6,7,10,11,12,13,14,15,16,17,18,19,20,21,29,30,31,33,35,36,37,40,41,42,44,45,48,49,51,54,55,56,57],option_scor:56,options_hf:30,options_sim:30,options_surrog:30,order:[2,6,7,8,11,13,16,19,20,21,35,41,54,55],org:[7,10,14,15,17,19,53,54],organ:52,organiz:49,organizt:53,orient:[52,53,56],origin:[7,23,28,30,34,52,55,56],orlean:10,os:31,oss:53,other:[3,7,9,13,17,23,49,50,52,53,54,56,57],other_fcn:25,otherwis:[7,11,16,19,55],our:[25,49,52,53],out:[29,49,54],output:[6,7,9,10,11,13,14,15,16,17,18,23,26,28,30,31,33,34,35,36,37,38,39,44,45,47,49,50,51,53,54,57],output_data:[7,23,34],output_kei:[7,11,16,23,28,30,34],output_model:7,output_nam:6,outputcontain:[7,11,16,18,20,32,35,37,55,57],outsid:[11,16,46,54],over:[2,13,55],overal:12,overfit:7,overhaul:52,overhead:10,overheat:10,overlai:54,overpotenti:10,overrid:[7,11,16,28,33,55],overridden:[11,16],overritten:20,overwrit:[11,16],overwritten:[7,33,35,37],own:[21,23,28,34,55],ownbi:10,p:[10,20,52],pa:10,paa:[3,56],pacif:10,packag:[3,7,8,10,14,15,18,20,21,27,49,50,53,54,55,56,57],page:[49,51,52,53,54],pair:[10,19],palanisami:10,palletsproject:53,panda:[8,17,53,57],paper:[10,14,17,19,54],param1:55,param2:55,param:[10,25],param_callback:[16,25],param_est:[7,11,16,39,55,57],paramet:[2,3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,25,28,30,31,32,33,35,37,39,40,44,45,46,50,51,53,54,57],parameter:[50,55],params_to_estim:55,paramt:10,parasit:10,parent:[27,50],pari:[31,32,57],paris_law:31,parislawcrackgrowth:[31,57],part:[9,10,17,28,32,34,36,53,55,57],parti:52,partial:53,particip:53,particl:[18,51,54,57],particle_filter_battery_exampl:54,particlefilt:[3,18,54],particular:[52,54],partner:53,pass:[7,11,12,16,19,20,21,23,28,33,35,37,49,53,54,55,57],past:[7,13,53,55],path:[31,50],patienc:7,patm:10,payload:10,pb:10,pc:53,pce:[55,57],pcoe:[8,10,24,52,55],pd:[8,17],pdf:10,pdiff:10,pdisch:[10,44],penalti:12,pep:49,per:[2,10,30,40],percentag:[7,10,11,16,19,20,54,57],percentage_in_bound:[20,54,57],percentil:54,perfect:34,perfectli:41,perfom:14,perform:[3,6,7,8,10,11,13,15,16,18,19,23,32,37,40,50,51,52,53,54,55,56,57],performance_metr:[11,13,16,57],performance_metric_kei:[6,11,16],period:[32,41,53,55],permit:52,persist:56,person:49,perturb:7,pf:[18,54],ph:19,phase:[10,53,55,57],phi:[10,12],phm08:8,phm:[10,14,17,19,27,54,55],phmconf:[10,14,17,19,54],phmsocieti:[10,14,17,19,54],php:[10,14,17,19,54],physic:[7,11,16,23,28,34,50,51,55,57],pi:21,pickl:[24,55,57],piec:[27,29,30,31,41],piecewis:[2,12],pii:[14,17,19,54],pilot:53,pip:[49,52,54,55,56,57],piston:10,pitch:10,pitcher:[33,36,37],pkl:24,pl:[10,45],place:[15,53,54,55],plan:53,planetari:10,playback:[54,57],pleas:[8,52],plot:[15,17,19,20,23,24,27,28,29,30,31,34,38,42,44,54,55,57],plot_hist:[15,20,54],plot_scatt:[20,54],plot_timeseri:[44,48],plt:[23,24,27,28,29,30,31,34,38,42,44,48],plu:[7,10,17],plug:10,pm:[11,16,53],pneumat:[5,32,45,55],pneumatic_valv:[10,45],pneumaticvalv:[10,45],pneumaticvalvebas:[10,57],pneumaticvalvewithwear:10,po:[10,54],pof:54,point:[3,7,8,10,11,14,15,16,17,30,41,50,54,55,57],poisit:10,pole:10,poli:7,polici:53,polynomi:[7,53,55,57],polynomialchaosexpans:[5,57],pop:[17,19],pop_by_index:17,popitem:19,port:[3,4,10,56],portia:52,portion:19,posit:[10,12,21,33,35,36,37,38,39,48,50,55],possibl:[10,49],post:[46,53],posterior:[18,54],potenti:[51,53],power:53,powertrain:[5,32,43,55,57],pp:10,pr:[10,45,53],practic:[49,53,55],practition:52,pre:[10,46,52,54,55,56],pre_process_data:23,precis:[51,54],pred:[3,15],pred_cfg:3,pred_result:15,predefin:[15,55],predict:[0,3,5,7,8,9,10,11,13,15,16,17,18,19,20,27,28,29,30,36,50,51,52,56,57],predict_specific_ev:54,predictionresult:15,predictor:[0,3,5,14,17,18,19,49,50,51,53,54,57],predictor_templ:[15,49],predifin:55,prep:[28,34],present:[7,14,19,49,52,55,56],pressur:[10,55],pretend:[29,39],pretti:34,prevent:[32,35,53,57],previou:[53,57],previous:[7,11,16,20,53],principl:51,print:[7,11,16,18,19,20,22,23,24,25,26,27,28,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55,57],print_result:38,prior:[8,18,49,52,53,54,56],prob_success:54,probabl:54,problem:55,proccess:55,procedur:[15,24,53,54],proceed:8,process:[10,11,13,15,16,18,33,38,49,50,51,53,54,55,56],process_nois:[10,11,13,16,30,31,33,34,35,37,38,44,45,57],process_noise_dist:[10,11,13,16,30,33,38],processor:53,produc:[7,11,12,16,18,19,20,53,54],product:[52,53,55],profession:[33,36,37],profil:[3,14,19,21,24,30,55,56,57],prog:[0,1,36,40],prog_alg:[52,53],prog_client:[0,1,2,52,56],prog_mod:[],prog_model:[26,27,33,35,36,37,52,53,54,55],prog_model_templ:[49,55],prog_serv:[0,2,3,4,49,51,52,53],progalg:53,progmodel:[3,53],progmodelinputexcept:[7,11,16],progmodeltempl:55,prognosi:55,prognost:[6,7,8,9,10,11,14,15,16,17,18,19,20,24,30,32,49,50,53,54,56,57],prognostic_horizon:[19,54],prognostics_horizon:19,prognostics_model:[6,7,9,11,16],prognosticsmodel:[0,3,5,6,9,11,13,15,18,32,33,35,36,37,50,54,55,57],progpi:[0,3,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,34,38,39,40,41,42,43,44,45,46,47,48,49,50,53,56],program:10,programat:56,programm:53,programmat:[30,57],progress:[7,10,11,16,41,45,46,50,55],progserv:[0,1,53],prohibit:53,project:[10,53,56,57],propag:[7,8,11,15,16,54],propel:10,propellerload:5,proper:53,properli:53,properti:[7,11,14,16,17,18,20,35,54,55,57],propog:[32,35,54,55,57],proport:[10,38],protect:53,prototyp:56,provid:[6,7,8,10,11,13,15,16,17,19,21,32,35,50,51,52,53,54,56],ps:54,psi:[10,12],psuc:[10,44],psuppli:10,pt:10,publish:49,pull:[49,53],puls:10,pump:[5,32,44,55],pumpoiloverheat:10,pure:[7,55],purpos:52,pwm:10,py:[15,18,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],pydata:53,pypi:[52,54,55,56],pyplot:[17,23,24,27,28,29,30,31,34,38,42,44,48],python3:57,python:[3,7,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,53,54,55,56,57],q:[10,12,15,18,54],qb:[10,11,16],qc:[10,11,16],qcp:[10,11,16],qleak:10,qmax:10,qmaxthreshold:10,qmobil:10,qn:10,qnb:10,qout:10,qp:10,qpb:10,quadrat:12,qualiti:[49,50,54,55],quantif:[10,53,55],quantiti:55,quarter_index:54,question:53,quicker:[7,10],quot:31,quote_nonnumer:31,quotechar:31,r1:10,r2:10,r:[10,12,18,20,30,51,54,55],ra:[19,20,57],rad:[10,21],radial:10,radialbearingoverheat:10,rais:[7,8,11,14,16,19],random:[8,12,29,38,55,57],rang:[12,23,30,34,40,49,55,57],rapid:54,rate:[7,10,21,44,55,57],rather:[7,11,16,55,57],rcp0:10,rcp1:10,rcp2:10,rduffy_ndc_nasa_gov:49,re:[8,23,25,26,28,29,30,34,39,42,51,53,55,57],reach:[10,15,50,53,54,55],read:31,readabl:[25,49,54],reader:31,readi:53,readm:53,readthedoc:53,real:[10,15,23,28,31,34,54,55],realist:29,reason:[39,40,53],rebuild:49,rebuilt:49,receipt:53,receiv:29,recent:16,recipi:52,recommend:[7,10,14,24,49,52,54,55,56],record:53,red:[27,54],red_thresh:27,redlich:10,reduc:[7,53],ref:10,refer:[8,10,12,14,19,20,24,27,49,50,52,56],reflect:53,regard:52,regardless:[54,55],regul:12,regular:35,rel:[19,20,24,54,57],relat:[14,17,19,28,50,54],relationship:[7,25,55],relative_accuraci:[20,54],relativetim:[8,24],releas:[7,52,53,54,55,56],relev:[49,51,53],reli:55,remain:[8,50,54,55],remedi:52,remov:[7,17,19,29,49,54,57],reoccur:29,repair:52,repeat:[12,15,34,38,40,53,54,55,57],replac:[7,11,12,16,18,23,28,34,54,55],replic:10,repo:[49,52,53,54,55,56],repors:50,report:[41,49,53],repositori:[8,10,24,49,53,55],repres:[7,9,10,11,12,14,15,16,17,19,20,27,32,35,49,50,53,54,55,57],represent:[50,54,55],req:53,request:[8,49,53,55,56],requir:[7,8,11,13,16,21,27,28,37,49,51,54,55],resampl:[18,54],resample_fcn:[18,54],research:[49,52,53,55,56],researchg:10,reserv:49,reset:45,resid:53,residual_resampl:[18,54],resist:[10,33,37,55],resolv:[49,53],resourc:[50,55],respect:[10,19,20,53,54,55],respons:53,respos:54,rest:[24,56],restrict:53,result:[6,7,9,11,12,13,14,15,16,17,18,19,22,23,27,28,29,30,31,34,37,38,39,41,42,44,49,50,51,52,53,56,57],results2:34,results3:[28,34],results_custom:23,reusabl:53,review:[49,53],rework:57,rho:10,rhol:10,right:[10,19,49,53],rise:52,risk:53,rk45:16,rk4:[7,11,16,41,55,57],rmax:10,rmse:[7,11,16,57],rmsprop:23,ro:10,robert:53,robust:57,roll:10,root:[7,11,16,57],rotat:10,rotor:[10,55],rotorcraft:[10,55,57],round:[36,37,40],rover:10,row:[8,20,31],roychoudhuri:[51,54,55],rp:10,rradial:10,rs:10,rst:49,rthrust:10,rtype:[7,11,16],rul:[8,50,54,55],rule:[42,53],run1:7,run1_data:55,run2:7,run2_data:55,run3:7,run:[4,7,8,9,11,16,18,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,53,55,56],run_exampl:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],run_id:24,runawai:55,rung:[41,55],runtim:55,rw1:8,s0004370222000078:[14,17,19,54],s:[2,7,8,10,11,12,13,15,16,18,21,23,24,25,28,33,34,35,36,37,38,39,40,46,49,50,52,53,54,55,57],safe:10,safeti:[10,56,57],saha:54,sai:[27,28,29,47,55],same:[7,8,11,12,13,16,20,21,30,35,38,47,49,50,53,54,55,57],sampl:[2,7,11,14,15,16,17,20,51,54,57],san:10,sandbox:[3,56],sankalita:54,sankararaman2011:55,sankararaman:[10,51,54,55],satisfactori:[15,54],satisfi:[10,15,21,54],save:[3,7,11,15,16,17,24,29,30,31,38,41,42,54,55,57],save_best_onli:23,save_freq:[7,11,15,16,17,23,26,28,29,30,31,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,54,55,57],save_pt:[7,11,15,16,41,54,55,57],savepoint:[14,15,50,54],savept:17,sawtooth_freq:10,saxena:[8,19,51,54,55],scalar:[7,15,20,21],scalardata:[15,18,20,54],scale:[13,15,18,27,54],scan:53,scatter:[20,54,57],schedul:[12,49],scheduled_var:12,scheme:[27,29,30,31,41,55],scienc:[14,17,19,20,51,53,54,55],sciencedirect:[14,17,19,54],scipi:[7,10,11,16,53,55,57],scitech:10,scope:53,score:[13,55,56],scottsdal:10,screen:19,script:[22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],sea:[8,10],seal:10,search:[52,53],sec:[10,26],second:[2,6,7,10,11,12,16,18,21,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,54,55,56],section:[7,10,53,55],secur:[53,56],see:[3,7,8,9,10,11,12,15,16,18,23,26,39,41,46,49,50,51,53,54,55,56,57],seed:[12,38,57],seedsequ:12,seem:[40,53],seen:[29,49],select:[7,11,13,16,36,40,51,54,55,57],self:[10,12,27,28,33,35,37,38,55],senction:52,send:[3,49],send_data:3,send_load:3,sens:55,sensit:[7,10,32,40,55],sensor:[7,8,11,16,18,50,54,55],sent:56,separ:[10,25,55],sequenc:[7,11,16],seri:[8,11,17,32,33,54],serial:[7,11,16,55,57],server:[0,1,4,53,56,57],servic:[3,52,53,56],session:[2,3,56,57],set:[2,3,7,8,9,10,11,12,16,18,20,25,28,30,32,34,38,41,43,44,45,46,49,50,54,55,57],set_stat:[3,57],setup:[26,27,29,36,37,40,44,46,47,48,49],shaft:10,shall:[49,52,53],shankar:[51,54,55],shantz:55,shap:[14,17,19,54],shape:23,share:53,sharepoint:[49,53],shell:56,should:[2,7,8,10,11,12,15,16,19,26,49,52,53,54,55,56,57],show:[10,19,23,24,27,28,29,30,31,32,33,34,35,38,42,44,48,54,55,56,57],side:10,sigma:[14,15,19,54,57],sign:[14,17,19],signal:10,significantli:57,silicon:49,sim:[7,11,16,22,40,41,44],sim_battery_eol:[42,55],sim_dcmotor_singlephas:55,sim_powertrain:[43,55,57],sim_pump:[44,55,57],sim_result:[17,54,55,57],sim_valv:[45,55,57],simil:[10,33,37],similar:[13,51,54,55,57],simon:8,simpl:[10,11,12,32,34,53,54,55,57],simpler:55,simplest:54,simpli:10,simplifi:[52,56],simresult:[0,5,7,11,14,16,54,55,57],simul:[7,8,10,11,12,15,16,17,22,23,26,27,28,29,30,31,32,33,34,35,36,37,38,40,41,42,43,44,45,46,47,48,50,51,52,54,56,57],simulat_to_threshold:45,simulate_to:[7,11,12,16,17,22,23,34,41,43,54,55,57],simulate_to_threshold:[7,11,12,16,23,26,27,28,29,30,31,32,33,34,35,36,37,38,40,41,42,44,45,46,47,48,55,57],simulated_mars_result:37,simulated_moon_result:37,simulated_result:[27,29,30,36,37,38,40,41,42,43,44,45,46,47,48],simulated_results_rk4:41,simulated_venus_result:37,sinc:[13,23,24,28,30,34,55],singl:[6,7,8,10,14,15,17,19,20,24,25,54,55,57],situat:[53,57],six:8,size:[7,10,11,12,15,16,17,21,23,26,32,34,41,54,55,57],slaypni:53,slight:7,slope:29,slow:57,slower:54,slowli:57,small:[10,17,55,57],smaller:[18,54],smallrotorcraft:[10,50],smooth:21,smoothli:21,sn:10,snapshot:[8,14,15,54],so:[10,13,23,24,26,27,31,33,35,36,37,38,49,50,52,54,55,56],soa:[52,53,56],soc:[27,29,30,42,54,57],societi:[10,14,17,19,54,55],softwar:[49,52,56],soh:[7,11,16,42,55],sole:52,solid:10,solut:[51,54,56],solv:[7,11,16,55],solver:[7,11,16],some:[7,8,10,11,12,14,15,16,18,19,21,24,29,31,32,35,42,49,50,51,53,54,55,57],some_distribut:54,some_other_paramet:55,some_paramet:55,somemodel:[12,55],someon:[49,54],someth:[27,38,50,55],sometim:[23,50,55],soon:53,sotwar:53,sould:41,sourc:[22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,52],sourcecod:53,sp:[10,16],space:[10,15,16,17,33,49,50,54],span:7,spec:49,special:[41,50,55],specif:[2,7,8,10,11,14,16,18,19,30,34,49,50,51,52,53,54,55],specifi:[2,7,8,10,11,15,16,19,20,26,50,53,54,55,57],speed:[10,21,25,28,33,35,36,37,40,46,55,57],sphinx:[22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49],sphinx_config:49,sphx_glr_auto_examples_benchmark:32,sphx_glr_auto_examples_custom_model:32,sphx_glr_auto_examples_dataset:32,sphx_glr_auto_examples_derived_param:32,sphx_glr_auto_examples_dynamic_step_s:32,sphx_glr_auto_examples_ev:32,sphx_glr_auto_examples_full_lstm_model:32,sphx_glr_auto_examples_future_load:32,sphx_glr_auto_examples_generate_surrog:32,sphx_glr_auto_examples_growth:32,sphx_glr_auto_examples_linear_model:32,sphx_glr_auto_examples_lstm_model:32,sphx_glr_auto_examples_matrix_model:32,sphx_glr_auto_examples_model_gen:32,sphx_glr_auto_examples_new_model:32,sphx_glr_auto_examples_nois:32,sphx_glr_auto_examples_param_est:32,sphx_glr_auto_examples_sensit:32,sphx_glr_auto_examples_sim:32,sphx_glr_auto_examples_sim_battery_eol:32,sphx_glr_auto_examples_sim_powertrain:32,sphx_glr_auto_examples_sim_pump:32,sphx_glr_auto_examples_sim_valv:32,sphx_glr_auto_examples_state_limit:32,sphx_glr_auto_examples_vector:32,sphx_glr_auto_examples_visu:32,spin:10,split:52,spring:[10,45],squar:[7,10,11,16,33,35,55,57],src:49,sro:49,srt:[10,33],stabil:7,stability_tol:[7,11,16],stabl:[7,10,11,16,52,54,55,56],stage:10,standard:[2,7,10,12,20,23,30,33,35,53,54,55],standard_dev:12,start:[2,4,7,8,11,14,16,18,21,24,29,49,54,57],starting_tim:2,state1:[14,55],state2:[14,55],state:[0,3,5,6,7,10,11,12,13,14,15,16,17,19,20,21,26,27,28,29,30,31,32,33,35,36,37,38,39,42,44,45,46,47,48,49,50,51,52,53,56,57],state_at_ev:[7,11,16],state_est:3,state_est_cfg:3,state_estim:[3,18,50,54,57],state_estimator_templ:[18,49],state_kei:[7,11,16,30],state_limit:[16,46,55],state_model:7,state_nam:[6,16],statecontain:[3,7,11,16,18,20,32,33,35,37,54,55,57],statecontian:10,stateestim:[15,18,54],statist:[20,29,54],statu:[3,53],statutori:52,std:[2,12,23,29,38],std_slope:[2,12,29],stdout:7,steadi:[10,29],steadystate_input:10,step:[7,10,11,12,13,15,16,17,18,21,22,23,24,25,26,27,28,30,31,32,34,35,36,37,38,39,40,41,42,44,46,47,48,49,50,51,54,55,57],stepsiz:[54,55],still:[27,29,35,53,55],stop:[4,7,11,14,16,38,47,56],store:[7,10,12,14,18,19,49,54],str:[3,4,6,7,8,10,11,12,13,14,15,16,17,19,20,54,56],strength:47,stress:31,strict:[51,53,54],string:[7,8,10,11,16,20,33],stroke:10,strong:[15,54],structur:[16,17,19],studi:[10,53,54],style:49,subclass:[7,15,18,28,32,33,50,54,55,57],subcontractor:52,subdictionari:19,subject:52,submit:53,subpackag:[8,12,49,50],subplot:[24,30],subset:[6,7,8,11,15,16,17,30,54],substanti:8,success:54,suction:10,sudden:55,suffici:54,suffort:53,suggest:53,suitabl:55,sum:[19,54],summar:[8,10,54,55],summari:[7,53],summat:19,superclass:57,suppli:[7,10,49],support:[2,7,10,11,14,15,16,18,21,52,53,54,55,57],suppos:[21,55],suptitl:[17,48],sure:[8,39,49],surfac:10,surrog:[5,11,16,23,28,30,32,34,35,50,51,55,57],surrogatemodel:[7,11,16],surround:10,sustain:10,svd:7,sw:[10,56,57],swaggerhub:49,swap:54,swe016:53,swe050:53,swe084:53,swe:53,sweden:52,synchron:10,system:[6,7,8,10,11,12,13,15,16,18,23,29,31,32,34,35,38,39,50,51,53,54,55,56,57],t0:[2,7,11,12,15,16,18,54],t:[2,3,7,10,11,12,15,16,17,18,22,23,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,52,53,54,55,56],t_counter:[23,28,34],t_e:10,t_i:54,t_l:10,t_m:50,t_met:[7,27],t_met_model:7,t_p:[50,54],t_t:[23,34],ta:10,tabl:20,tag:49,tailor:53,take:[7,11,12,16,18,21,24,50,53,54,55],taken:[8,55],takeoff_tim:21,tall:[25,39],taller:25,tamb:[10,44],target:49,tarot18:10,task:53,tb:[10,11,16,30],tdiffus:10,team:[49,53],tearth:37,tech:10,technolog:53,tell:25,temperatur:[8,10,24,30,50,55,57],templat:[49,53,55],tensor:[32,35],tensorflow:[7,23,53],term:[20,27,54,55],termin:[7,11,16,52,56],test:[7,8,32,37,50,52,55],test_exampl:49,test_manu:49,test_model:49,testb:[23,28,34,55],testbook:49,teubert:[49,52,53],text:20,textiowrapp:7,tf:7,th:[15,54],than:[7,10,11,12,16,21,25,30,38,49,54,55,57],thank:52,thei:[14,27,49,50,53,54,55,57],them:[12,23,49,53,55],therefor:[15,51,54,56],thermal:[55,57],theta:[10,12,51,55],thi:[3,6,7,8,9,10,11,12,13,14,15,16,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,49,50,51,53,54,55,56,57],thing:[47,50,55],third:[10,52],thorough:53,those:[7,11,13,14,16,17,19,20,51,54,55],though:[7,11,16,41],threat:53,three:[8,10,12,51,52,54,55,56,57],threshold:[7,10,11,15,16,26,27,28,29,30,31,32,33,34,35,36,37,41,42,43,44,45,47,50,54,55],threshold_eqn:36,threshold_kei:[7,11,16,26,27,28,33,34,35,36,37,38,40,42,46,47,48],threshold_met:[7,10,11,13,16,27,28,33,35,36,37,44,55],thresholds_met:[7,11,16,28,33,35,37,44,47],thresholds_met_eqn:[7,11,16,47],threshs_met:37,threw:39,throttl:10,through:[7,11,14,16,17,19,49,50,53,54,55,56],throughout:[7,10,21,53,54],throw_spe:40,throw_speed_rang:40,thrower:[10,25,33,36,37,39,40,47],thrower_height:[10,25,33,35,36,37,39,40],thrower_height_rang:40,throwing_spe:[10,25,28,33,35,36,37,39,40,55],thrown:[7,10,28,32,33,34,35,36,37,38,47,54,55,56],thrown_object:[25,26,32,35,38,39,40,46,47,48],thrown_spe:25,thrownobject:[5,7,15,18,25,26,28,33,34,35,37,38,39,40,46,47,48,54,55,57],thrust:[10,12],thrustbearingoverheat:10,ti:[10,13,19],tick:17,ticklabel_fonts:17,tie:13,tight:17,tight_layout:17,till:[32,41,47,55],time:[2,3,7,8,10,11,12,14,15,16,17,18,19,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,51,53,55,56,57],time_index:14,time_of_ev:[7,11,15,16,54,57],time_of_predict:19,time_to_ev:50,timeit:22,timepoint:7,timeseri:17,timestamp:18,timestep:[7,11,14,16,18,28,29,31,34,41,42,54,55,57],titl:[17,20,23,24,28,30,34,38,44,48,52],title_fonts:17,tlstm:28,tm:55,tmar:37,tmax:[11,16],tmoon:37,to_json:[7,11,16,57],to_numpi:17,toe:[3,15,19,50],toe_predict:19,toe_profil:19,toepredictionprofil:[0,5,54,57],togeth:[9,51,55],toggl:[7,11,16],tol:[7,11,16],toler:[7,10,11,16],tom:50,too:[7,46,55],tool:[6,7,49,50,51,52,53,54,55,56,57],top:[10,50,53],torigin:28,torqu:10,total:[10,19,22,23,24,25,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],toward:[11,16,50,53,55],towardsdatasci:53,tr:10,trace:53,traceback:16,track:[13,55],trade:53,tradition:55,train:[5,8,11,16,28,30,34,55,57],training_data:23,training_nois:7,traj_gen:[21,50],trajectori:[5,8,10,12,50,55],trajectorycomplet:10,tranform:54,transact:10,transfer:10,transform:[15,54,57],transit:[7,11,13,16,35,50,51,57],transpos:23,treat:[19,20,32,35,54],trend:53,triangl:38,triangleq:54,triangular:[10,13,16,33,38],trigger:[7,11,16],trim:7,trim_data:30,trim_data_to:[7,30],tripl:10,trivial:54,trust:[53,56],truth:[19,20,54],tsn:10,tsp:10,tt:10,tte:[19,50,54],tthowing_spe:25,tthrower_height:25,tune:55,tunnel:53,tupl:[3,6,7,8,11,16,17,19,20,54,57],turbofan:8,turn:[18,53,54],tutori:[15,18,49,53,54,55],tvenu:37,two:[6,8,10,14,17,27,30,51,55,56],txt:49,type:[3,5,7,8,10,11,12,14,15,16,17,19,49,54,55,57],typeerror:16,typic:[7,10,13,18,50,51,54,55],u0_t0:7,u0_t1:7,u0n:10,u0p:10,u1:[2,11,16],u1_t0:7,u:[7,10,11,16,18,23,28,33,34,35,36,37,46,50,51,55],u_al:23,u_data:28,u_four:[28,34],u_half:[28,34],u_i:[23,34],u_mean:23,u_quart:[28,34],u_std:23,u_t:7,u_twic:[28,34],uav:[10,12],uav_dynamics_model:55,uav_model:12,ubot:[10,45],ukf:[15,18,54],unapprov:53,unauthor:53,uncertain:[0,5,54],uncertain_data:[14,15,19,20,54,57],uncertaindata:[3,5,14,15,17,18,19,49,54,57],uncertaintdata:15,uncertainti:[10,14,15,20,29,50,51,53,54,55,57],uncertiantydata:20,uncom:41,unconcern:54,under:[7,11,15,16,50,53,54,55],underli:[10,32,35,53],uniform:[10,13,16,33,38],unilater:52,unit:[7,8,10,23,34,49,52,53],unitless:10,univers:52,unknown:[8,13,53],unless:49,unlik:[13,28,55],unman:10,unscent:[15,18,54,57],unscented_kalman_filt:[15,54],unscentedkalmanfilt:[18,50,54],unscentedtransformpredictor:[15,54,57],unstabl:[7,11,16,18,52,54,55,56,57],until:[4,7,8,11,12,15,16,26,28,32,33,35,36,37,38,42,44,45,50,53,54,55,56],unweight:[15,20,54],unweighted_sampl:14,unweightedsampl:[14,15,20,54],unweightedsamplespredict:14,up:[7,10,11,12,13,16,26,54,55,57],updat:[10,13,18,19,25,29,37,53,54,55],update_thrown_spe:25,upon:[49,53,56],upper1:[7,11,16],upper2:[7,11,16],upper:20,upper_limit:16,upward:55,urgent:49,url:52,urllib3:53,us:[2,3,5,6,8,9,10,11,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41,42,46,47,49,50,51,52,53,54,56,57],usabl:[49,53],usag:[8,53],user:[7,8,10,11,15,16,21,26,29,32,49,50,52,53,54,55,56,57],usual:25,ut:54,utf:7,util:[0,5,7,11,16,50,51,56],utop:[10,45],utpredictor:54,v0:10,v1:[52,53],v:[3,7,10,11,15,16,18,19,23,24,28,30,33,34,35,36,37,38,43,44,46,47,48,49,55],v_a:10,v_b:10,v_c:10,v_eod:57,v_rot:10,v_t:[23,28,34],valid:[7,8,11,16,53,55,57],validation_percentag:7,validation_split:23,valu:[2,7,8,10,11,12,13,14,15,16,17,19,20,21,30,33,38,49,50,54,55,57],valueerror:[7,8,11,14,16],valv:[5,32,45,55],vanderbilt:52,variabl:[2,5,12,16,21,24,27,29,30,31,34,35,41,50,54,55],variant:[10,16,51],variat:[8,23,38],varieti:[53,54],variou:[16,47,51,53,54,55,57],vbot0:10,ve:[29,38],vector:[8,10,12,16,21,23,32,35,47,51,57],vehicl:[10,12,21,50,53],vehicle_max_pitch:10,vehicle_max_rol:10,vehicle_max_spe:10,vehicle_model:10,vehicle_payload:10,veloc:[10,21,28,33,35,36,37,38,48,55],veod:10,veri:[7,10,30,40,55,57],verif:53,verifi:[15,49,53,54],version:[6,7,8,9,10,11,12,13,16,17,35,50,52,53,54,55,56],vertic:10,vet:53,via:[52,54,55,56],video:49,view:[10,14,17,19,20,54],visibl:53,visual:[17,30,32,44,48,51,54],vo:10,vol:[10,55],volsfract:10,volt:30,voltag:[8,10,24,30,34,50,55,57],voltage_dmd:30,voltage_hf:30,volum:[10,14,17,19,54],vsn:[10,30],vsp:[10,30],vtop0:10,vulner:53,vvv:41,vx:10,vy:10,vz:10,w:[7,10,12],wa:[7,10,11,16,19,25,36,39,40,44,50,52,53,55],wai:[7,12,15,24,25,26,29,32,33,35,36,37,54,55,56],waiv:52,waiver:52,want:[6,23,27,28,34,54,55],warn:[27,49,53,55],warp:[7,11,16,53,57],warranti:52,wasn:39,watch:49,watkin:52,wave:10,waypoint:[10,21,55],waypoint_weight:21,wb:[10,24],wd:10,we:[10,15,18,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41,42,47,49,52,53,54,55],weaken:10,wear:[8,10,44,45,57],web:53,wedg:[],weight:[18,21,54],weight_vector:21,welcom:52,well:[15,18,34,52,53,54,57],were:[53,55,57],wether:55,what:[7,26,29,31,32,42,46,49,53,55],whatev:[10,25],when:[2,7,9,10,11,12,13,15,16,19,20,21,25,27,32,38,42,46,47,49,50,53,54,55,57],whenev:[49,53,55],where:[2,6,7,8,10,11,12,14,16,17,19,20,23,27,28,29,32,34,35,49,50,53,54,55,57],whether:[17,19,20,54],which:[7,8,9,10,11,13,15,16,17,18,19,21,27,29,30,31,32,33,36,37,38,41,42,49,50,51,53,54,55,57],who:[52,53,54,55,56],whose:53,wi:10,wide:[10,53,56],wider:49,width:[10,17],wiki:[15,54],wikipedia:[15,54],wildli:55,wind:53,window:[7,12,23,28,29,34,49,55,56],window_s:[2,12],wise:[27,29,30,31,41],within:[19,20,25,35,49,54,55],without:[13,20,30,33,37,38,46,52,54,55],wk:[10,45],work:[7,11,16,34,49,54,55,56,57],worker:7,workflow:[49,53],workload:53,world:[23,28,34,55],worst:13,would:[6,15,25,29,34,38,52,53,54,55,56,57],wq:10,wr:[10,45],wradial:10,wrap:12,wrapper:[12,16,56],write:49,wrong:29,wsync:[10,44],wt:10,wthrust:10,www:[7,8,10,14,17,19,53,54],x0:[3,7,10,11,16,18,44,45,46,54,57],x1:[7,10,11,13,16,33],x2:[7,10,11,13,16,33],x:[2,3,7,10,11,12,13,15,16,17,18,21,22,23,24,26,27,28,29,30,31,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,50,51,53,54,55],x_0:55,x_:10,x_counter:[23,28,34],x_est:54,x_max:[33,35,55],x_ref:12,x_t:[28,34],xlabel:[17,24,44,48],xnmax:10,xpmax:10,y:[10,12,17,54,55],yaw:10,year:[52,53],yell:27,yellow:27,yellow_thresh:27,yet:7,yield:53,ylabel:[17,24,29,30,31,42,44,48],ylim:42,you:[6,8,9,10,23,24,25,28,29,34,35,36,37,38,41,51,52,54,55,56,57],your:[8,21,23,27,28,29,34,37,39,50,55],z1:[10,11,13,16,33],z2:[10,13,16,33],z:[7,10,11,12,13,15,16,18,23,28,33,34,35,36,37,46,50,51,54,55],z_all:23,z_data:28,z_mean:23,z_std:23,z_t:[7,23],zenodo:52,zero:[11,54,57],zip:[32,38,40]},titles:["API Reference","prog_server API Reference","Load Estimators","prog_client","ProgServer","ProgPy API Reference","CompositeModel","DataModel","Datasets","EnsembleModel","Included Models","LinearModel","Loading","MixtureOfExperts","Prediction","Predictors","PrognosticsModel","SimResult","State Estimators","ToEPredictionProfile","Uncertain Data","Utils","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","Example Gallery","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","<no title>","Developers Guide & Project Plan","Glossary","ProgPy Guide","ProgPy Prognostics Python Packages","NPR 7150 NASA Software Engineering Requirements","State Estimation and Prediction Guide","Modeling and Sim Guide","prog_server Guide","Release Notes"],titleterms:{"1":57,"2":57,"3":57,"4":57,"5":57,"6":57,"7150":53,"class":[12,53],"new":[49,55],about:56,aircraft:10,analysi:53,analyz:54,anoth:7,api:[0,1,5],aquisit:53,assur:53,automat:53,batteri:[8,10],bi:53,branch:49,build:55,centrifugalpump:57,checklist:49,cite:52,classif:53,cmapss:8,code:53,combin:55,complianc:53,compositemodel:6,configur:53,conform:53,constructor:7,contribut:[49,52],control:12,cost:53,critic:53,cybersecur:53,cycl:53,data:[7,8,20,54,55],datamodel:7,dataset:8,dc:10,depend:53,develop:49,direct:[53,55],disclaim:52,dmdmodel:7,document:49,e:7,electrochemistri:57,engin:[8,53],ensemblemodel:9,esc:10,estim:[2,12,18,53,54,55],event:[54,55],exampl:[32,54,55,56],extend:54,format:55,from:[7,49,57],futur:[54,55],galleri:32,gener:[53,55],get:55,glossari:50,guid:[49,51,54,55,56],higher:53,i:7,implement:[20,53],includ:[7,10,15,18],indic:52,inform:51,input:55,instal:[49,52,54,55,56],interfac:[7,12,15,18,20],jet:8,legend:53,life:53,linearmodel:11,load:[2,8,12,55],lstmstatetransitionmodel:7,mainten:53,manag:53,matrix:53,measur:55,mixtureofexpert:13,model:[10,55,57],more:51,motor:10,nasa:53,nasa_batteri:8,nasa_cmapss:8,nois:55,non:53,notat:53,note:[49,53,55,56,57],npr:53,oper:53,option:53,other:55,output:55,packag:52,paramet:55,partner:52,plan:49,pneumat:10,pneumaticvalv:57,polynomialchaosexpans:7,post:49,powertrain:10,pr:49,predict:[14,54,55],predictor:15,profil:54,prog_alg:57,prog_client:[3,57],prog_model:57,prog_serv:[1,56,57],prognost:[51,52,55],prognosticsmodel:[7,16],progpi:[5,51,52,54,55,57],progserv:4,project:49,propellerload:10,provid:55,pump:10,pypi:49,python:52,refer:[0,1,5,51,54,55],releas:[49,57],repositori:52,requir:53,result:[54,55],retir:53,reus:53,role:49,run:49,safeti:53,schedul:53,sim:55,simresult:17,simul:55,softwar:53,sourc:53,start:[55,56],state:[18,54,55],strategi:49,structur:54,summari:54,surrog:7,tabl:52,test:[49,53],thi:52,thrownobject:10,time:54,tip:55,toe:54,toepredictionprofil:19,tracabl:53,traceabl:53,track:53,train:7,trajectori:21,transit:[53,55],type:20,uncertain:20,uncertaindata:20,updat:[49,57],upgrad:57,upload:49,us:[7,55],util:21,v1:57,valv:10,variabl:8,version:49,visual:55,what:51}}) \ No newline at end of file diff --git a/setup.py b/setup.py index 0411b5b..7d25ec0 100644 --- a/setup.py +++ b/setup.py @@ -23,8 +23,8 @@ setup( name='progpy', - version='1.6.0-pre', - description='The NASA Prognostic Package (ProgPy) is a python prognostics framework focused on building, using, and evaluating models and algorithms for prognostics (computation of remaining useful life) and health management of engineering systems, and provides a set of prognostics models for select components and prognostics algorithms developed within this framework, suitable for use in prognostics for these components. It also includes algorithms for state estimation and prediction, including uncertainty propagation.', + version='1.6.0', + description='The NASA Prognostic Package (ProgPy) is a python prognostics framework focused on building, using, and evaluating models and algorithms for prognostics (computation of remaining useful life) and health management of engineering systems, and provides a set of prognostics models for select components and prognostics algorithms developed within this framework, including uncertainty propagation.', long_description=long_description, long_description_content_type='text/markdown', url='https://nasa.github.io/progpy/', diff --git a/sphinx-config/conf.py b/sphinx-config/conf.py index cbae43d..e453c36 100644 --- a/sphinx-config/conf.py +++ b/sphinx-config/conf.py @@ -35,10 +35,10 @@ project = 'ProgPy Python Packages' copyright = '2021 United States Government as represented by the Administrator of the National Aeronautics and Space Administration. All Rights Reserved.' -author = 'Chris Teubert, Matteo Corbetta, Chetan Kulkarni, Katelyn Jarvis, and Matthew Daigle' +author = 'Chris Teubert, Katelyn Jarvis, Matteo Corbetta, Chetan Kulkarni, Portia Banerjee, Jason Watkins, and Matthew Daigle' # The full version, including alpha/beta/rc tags -release = "1.5" +release = "1.6" # -- General configuration --------------------------------------------------- diff --git a/sphinx-config/index.rst b/sphinx-config/index.rst index ac0d1d5..b44daf4 100644 --- a/sphinx-config/index.rst +++ b/sphinx-config/index.rst @@ -54,7 +54,7 @@ Citing This Repository Use the following to cite this repository: @misc{2023_nasa_progpy, - | author = {Christopher Teubert and Katelyn Jarvis Griffith and Matteo Corbetta and Chetan Kulkarni and Portia Banerjee and Matthew Daigle}, + | author = {Christopher Teubert and Katelyn Jarvis Griffith and Matteo Corbetta and Chetan Kulkarni and Portia Banerjee and Jason Watkins and Matthew Daigle}, | title = {{ProgPy Python Prognostics Packages}}, | month = Oct, | year = 2023, @@ -65,7 +65,7 @@ Use the following to cite this repository: The corresponding reference should look like this: -C. Teubert, K. Jarvis Griffith, M. Corbetta, C. Kulkarni, P. Banerjee, M. Daigle, ProgPy Python Prognostics Packages, v1.6, Oct 2023. URL https://github.com/nasa/progpy. +C. Teubert, K. Jarvis Griffith, M. Corbetta, C. Kulkarni, P. Banerjee, J. Watkins, M. Daigle, ProgPy Python Prognostics Packages, v1.6, Oct 2023. URL https://github.com/nasa/progpy. Contributing and Partnering ----------------------------- diff --git a/src/progpy/__init__.py b/src/progpy/__init__.py index c2e5a5f..4b2303c 100644 --- a/src/progpy/__init__.py +++ b/src/progpy/__init__.py @@ -11,7 +11,7 @@ import warnings -__version__ = '1.6.0.pre' +__version__ = '1.6.0' def run_prog_playback(obs, pred, future_loading, output_measurements, **kwargs): warnings.warn("Depreciated in 1.2.0, will be removed in a future release.", DeprecationWarning) diff --git a/src/progpy/models/aircraft_model/vehicles/__init__.py b/src/progpy/models/aircraft_model/vehicles/__init__.py new file mode 100644 index 0000000..4baa9b0 --- /dev/null +++ b/src/progpy/models/aircraft_model/vehicles/__init__.py @@ -0,0 +1,2 @@ +# Copyright © 2021 United States Government as represented by the Administrator of the +# National Aeronautics and Space Administration. All Rights Reserved. \ No newline at end of file diff --git a/src/progpy/models/aircraft_model/vehicles/aero/__init__.py b/src/progpy/models/aircraft_model/vehicles/aero/__init__.py new file mode 100644 index 0000000..4baa9b0 --- /dev/null +++ b/src/progpy/models/aircraft_model/vehicles/aero/__init__.py @@ -0,0 +1,2 @@ +# Copyright © 2021 United States Government as represented by the Administrator of the +# National Aeronautics and Space Administration. All Rights Reserved. \ No newline at end of file diff --git a/src/progpy/models/aircraft_model/vehicles/control/__init__.py b/src/progpy/models/aircraft_model/vehicles/control/__init__.py new file mode 100644 index 0000000..c605fe5 --- /dev/null +++ b/src/progpy/models/aircraft_model/vehicles/control/__init__.py @@ -0,0 +1,2 @@ +# Copyright © 2021 United States Government as represented by the Administrator of the +# National Aeronautics and Space Administration. All Rights Reserved.