From 0a247b8c43d5a47426f334ee00a7daf7a9c7f4c2 Mon Sep 17 00:00:00 2001 From: Patricia Wollstadt Date: Sat, 9 Dec 2023 10:30:23 +0100 Subject: [PATCH] Update docs for v1.5 --- docs/doctrees/environment.pickle | Bin 899778 -> 923773 bytes docs/doctrees/idtxl.doctree | Bin 1835627 -> 1835072 bytes docs/doctrees/idtxl_data_class.doctree | Bin 172122 -> 170574 bytes docs/doctrees/idtxl_estimators.doctree | Bin 395766 -> 415198 bytes docs/doctrees/idtxl_helper.doctree | Bin 164256 -> 163080 bytes .../doctrees/idtxl_network_comparison.doctree | Bin 52117 -> 52001 bytes docs/doctrees/idtxl_network_inference.doctree | Bin 210018 -> 212914 bytes docs/doctrees/idtxl_postprocessing.doctree | Bin 127247 -> 123507 bytes docs/doctrees/idtxl_process_analysis.doctree | Bin 392593 -> 380588 bytes docs/doctrees/idtxl_results_class.doctree | Bin 153581 -> 149073 bytes docs/doctrees/index.doctree | Bin 8251 -> 8612 bytes docs/doctrees/modules.doctree | Bin 2639 -> 2666 bytes docs/html/.buildinfo | 2 +- .../idtxl/active_information_storage.html | 17 +- docs/html/_modules/idtxl/bivariate_pid.html | 26 +- .../_modules/idtxl/estimators_Rudelt.html | 17 +- docs/html/_modules/idtxl/estimators_jidt.html | 19 +- docs/html/_modules/idtxl/estimators_mpi.html | 254 ++++ .../_modules/idtxl/estimators_python.html | 217 +++ docs/html/_modules/idtxl/idtxl_io.html | 18 +- docs/html/_modules/idtxl/idtxl_utils.html | 40 +- .../html/_modules/idtxl/multivariate_pid.html | 26 +- docs/html/_modules/idtxl/multivariate_te.html | 18 +- .../html/_modules/idtxl/network_analysis.html | 43 +- .../_modules/idtxl/network_comparison.html | 29 +- docs/html/_modules/idtxl/postprocessing.html | 17 +- docs/html/_modules/idtxl/results.html | 17 +- .../idtxl/single_process_analysis.html | 18 +- docs/html/_modules/idtxl/visualise_graph.html | 52 +- docs/html/_modules/index.html | 19 +- docs/html/_sources/idtxl.rst.txt | 19 + docs/html/_sources/idtxl_estimators.rst.txt | 12 + docs/html/_static/basic.css | 115 +- docs/html/_static/doctools.js | 19 +- docs/html/_static/documentation_options.js | 2 +- docs/html/_static/epub.css | 2 +- docs/html/_static/language_data.js | 6 +- docs/html/_static/pygments.css | 10 +- docs/html/_static/pyramid.css | 66 +- docs/html/_static/searchtools.js | 51 +- docs/html/_static/underscore.js | 37 +- docs/html/genindex.html | 77 +- docs/html/idtxl.html | 1350 ++++++++++------- docs/html/idtxl_data_class.html | 207 ++- docs/html/idtxl_estimators.html | 374 +++-- docs/html/idtxl_helper.html | 160 +- docs/html/idtxl_network_comparison.html | 60 +- docs/html/idtxl_network_inference.html | 97 +- docs/html/idtxl_postprocessing.html | 133 +- docs/html/idtxl_process_analysis.html | 349 ++--- docs/html/idtxl_results_class.html | 129 +- docs/html/index.html | 39 +- docs/html/modules.html | 21 +- docs/html/objects.inv | Bin 2672 -> 2759 bytes docs/html/py-modindex.html | 27 +- docs/html/search.html | 31 +- docs/html/searchindex.js | 2 +- docs/idtxl.rst | 19 + docs/idtxl_estimators.rst | 12 + 59 files changed, 2725 insertions(+), 1550 deletions(-) create mode 100644 docs/html/_modules/idtxl/estimators_mpi.html create mode 100644 docs/html/_modules/idtxl/estimators_python.html diff --git a/docs/doctrees/environment.pickle b/docs/doctrees/environment.pickle index ac8242d848c9552f363c19502aca0b94ba83aa42..2570b90f0251d4414cebf79367d79e2b793256b9 100644 GIT binary patch delta 71125 zcmc$H2b@z?_P;l6GRb5L(|e{DrqZR(P(&O;6I>M`W@a*zgiI2W41#UIx@bV)1uiy< zWi5*WHq^DC`&-ww0lVv}D+(55ZGgJ!y0-th_rB!a_Yz9nUH*JDZ{9uUo_p^1o_lUP z@4e^09`WOjQJUr2^+VQbrsvc(&kNZ7fo7jA=y!HGZOwkW&l^}fP?}?oOWFDAPbxJ0 z;aAjCR5hUtpWo}UcLl9oUf(jmv)2&}ht3FxG>%}OJ3Qn1u%p4z=x_=}x?+{XA&k{6 zof0zl+Jiy+(xBDmc6%?e_VizR=`w53Z}SA)wxHAN34~XMl0+UVqSjI8=muFKz2EB% zTD!enVc{{|Pyr=vL{8zBq^bE%LQMW!b@qC^e!JCg@3k*|I3@WyRJz}>p9mOa_w{#LgARM2-Rku*Rjvp-_6s`=nHN(I zBjvF52OVC2*wM_gnP{Th=IQOXL8&2?-2<73z*I^Bp>AiuVV82SbO|wlXunWtG*@$l z1iFYGVaHJ>N>4@gJG&u8a2aiAzwnB2K3Xf(rkn?V52WN2(#+|UuiGBz@;hl2s03k0 zO0F6t2`{BoO(1-Z(T*_=h8k%pvC?1xj_`soBMjmQ92!oc$y6|CxEWfZzt8Ro(k6o} z!i6UD$k=28gMms41edvKn~0?QdX_eI_B-9(VBbw7 zPdJom4FqkSZqoifzt!7Gj5jQV>sE->PNSlIc7LDE?er`Pgn!N8$Wo+Ron2lJH1_k4 zi5XKVLw~?-b$Yt(OEn~;ur)PrB-J>bQc06r1Kxgrmt8J5;DDaM2&7b+_gHGBo94}o zO7{Bfo`Buv?{b744yG3q+~b5A1^Rn>oJ$Fy1Y$-Y(i8+Hj+Q8yAW?RCT3#;Anj$Le zA>EXryFIOfwor(fMVGhFXMh?6b0^N4EbBVvnV-Gfae0|L#Z`;sjdti7oRIahF&)wKX zGy&#_0YoJ7Mo&~qjS!q3(9|xh&Pa#4ZqBG=nncN97d_72NHe5~xrTs;jF&!CnI7?u zBE(<{myy!bBk68$7wdB(A*DA>^r!vAJ*;$GCNvLPs)Eb5K||p3@CSqLKobiIxZqO2 z|Jj#zx%<2A#E;S*9DpuQn}p+`t{ED}Z|`>cp@%>p69%$gt_>AQa{R>Ax}AN_pf%|1 zvwQo4;i+x@-Di-0!dcnng#~>!kG0RX2rLssfM>TdVP5|-!IoXD8_wGDn(R%5dC(Y6 zPmkBy<@W{xP;8IgZ})WB!M23roRxFKfMBsDVmx8My#^vD1bI(Q%LPlOS{Eni(*1UZ9ds$wMd3e~>pgQ9W+O9Sq=;^S#ebz;tR$}ZkTn)nR zyi#C2m{$(J>ikOht<5hs|07;5sxS-`Kosoxq_hzIeVAr@Gk*xA7z>8OZ+pRD`0Xob zgi736KsxH<1w{q48>KCVVGmRw9ge6Ub_|AIcBCM04C`egnU0O&kk;e%*p`U>C5xx= zOjPi69Yyx_<|Mp{q5+r6wY+EPTGkW)0dIFujBvOj!6{IQpgj;|UI<1| zhcLaQT)h^qi%SaC;H!n3N{Z=qdr1kv|5}L|evg)vmph0N0d2>@ZhUg>(Ub7xdn+BiT{zs1E6& z!qm*eH<5nW=k4xy+l6IiWjR`BcW^0mz!ZA55~~8IFYH^JnHfrFY2CJ<%}Q$+7H(Nv zC=4sh6FS%C3sD8=5_85v5T=>&bnin8j+a6pO#_tCY;?r(D1gFQ`Ne{VC?LD*6;7+od2 zQc*W3BjTh2c6SdQi-a#LCh0?Jy9Z2NEnJXPHYj9@O!L5Ncau&h%&06K7N=rU+uvG{ za?h6=u2TR()9YRIGP|oa1_j&Nf;x6L)}J5BVnD$(JP6GIZZP2V^oA+@KJ$xL z5u^s#-K0I;p-jdN=1Z(rM3#{+{8Sy%()oy(d;TZOBFz;LlP(IJ>pBG9h~{`M{jsxL zhog66=KK0XDcyFMcXWe4c7jPdDndr+Awo%2r7BM?d{$qOo3B3O3}OcvO-;>ImuBKz z1A?o*M6G-*}}W^2H{X+eZlk-XL+VN zU-+h`R7h*e6MoxR2%43sg(sVeT3zo0CO3s$AF>O|IJa&U280TjTH2QLHzUeN0gSo?fVVMT2PslSemS3+ui zv+!_LuCQ>hxnTT>lq#wUIQoN5H&yDQ6LLaRqzZ4=wNQ-jZYVkhjLqdyeHVE=&G5gq zhghlK+5@vnGC%mDrc$VA$Q15`iauA9TNboaO-`tDjWE8prC{s{mDQ6;5)ma#Xebj7 zRb>euHP#heaKb!L!7O1=&7guYCuCFGI=h6@n!zWRmYNAoGt9TFxu>6uiLmsBIg7Bh zAzu}=3s2XULyb!c+D=$l5_mK_w6u`iR3hA8Un=Zw$`{?0l z%q8n10hR`H9d`3%7-P(n$aE)sZFmJNn`&LF1#?SQT1e-!LAGGn6@py-!d=bt>O)#u zM7Y1xMZBl$M)-j>D9r?aIvlQ>-~t7$6Ixn})I?NEYmVKukucu_KmDCH*UfMxIc{aF zx3kM;cG=1u$KZegi*HVgdR41SRflEukguY|R^BB|b_s{_+xu^FKj}Kns}oDy_aBx> zhP4yaUU>QPQMAODFCQY}ec(SVvE;-h0yUIDY<3QtGe~AT5H-Pg49pll{|}WbJ%Ms+ zV)1X^)I0zdPqZximE8?XIlDRNHBXy7cd5H3Am4f_3p1s@{|}Wi%at0S#dF<|C?n2o zqrIC;V@f1z{Neif>kU|wQ*gRdZyUZ5h4hCf?Il3VtHuAJYgo8>8 z!lI;%$j%)MNw!|U&F2s$PSOk{pf4{nnQQ`Dov`~ZiW>jRlp9bqRAguz2jb!mjT4VU zsCAuv9E!_wJiB9(_lGLo;3BSLJC%`}%Q-fBf^onyz5 z!SbF!gxETCnxSZ&Uq#3H<96v^G>{0xhBQQ)=Os{(HBY5B(P4z>e6r>#OGGLKOPrfY z%~L`}#113#{wKqTuzN9ET9PCn`5uAAiyT&3j)<5XuXMO8UgLCz)&S<-HFKID=Zn1EfEo{(~Cy<05&q_o;~3A#pB0or?#~FIiX#3oosq9%zB4DJB%g~Iq{)DiHJB(hxzH3wusbWSd08;9p=D)q6W9*AA>M*b)9O*D0 zMLSGeB8@>i4AJ>y9cEl2QsZ06XeuJM!~BotkX2W*=}^^`k?D{%kvh;JrdTa(y)tGx zbWtL5;$v|^A|j46hdhtr`CpwwJ~hxr-ON)1qeVA!bt0NZK%2gNs?yCYPee|9(5^^C z#AyWWvK8YfXqT-RDS~!SBAP}((_b}N3EEwW$cYcy){1fj7j!eWx`9={JKlETR{#1yM68eeA5HQ)Z>X9lcJBO0lmZJ0S!9Mt zaTXpf9yA3LsU7v65Y_j_4Nc0vzBmy%@lo<5BH}nRnMDlg<5}S^T4jEIV>KOeKEKf{ z4mleW(KG^DSEyMD+WJJ~#0PC%A|j6CApZxTk$#mOwLOUUHFq!b*n~B!j1FaX^ z`?}s?EpR8sute2@rxMt+bfNmVPpS%8g82d(jAJCZJO8@_yRb?qnl27e>9bf2mKoyI zgY*dsW&x9Exu+O6Nj(GL^PNzo^bBo@$cf+P;}`_-XFV|KNdtOxQ*$D}#Q9~-yzZ6; zl}j&}*1K3`&II|c(d1_g`56m89c2uq`SABC$Jp?-lN=7KU3`Z#5O!^*x#Bu4X>xlK zBl#ucE)*LYB=m2{rz3`ML!LNdtW2cF5xaPILygidu1iD?kDTNSu1-V*^Vl)xcMQ4s z=${aLsR5ZwI++Mo{_$2PpZ!wLD2^C3w(z(egv`eVqCJG`AisE75GS70l^z{Eo{!To z`Or~sXSS>`X*zt63Y={Ccs7pM<4TQhGEY$vvBSr&B7>{UmvBfW5alC{7-ltbC5QDw z(=AF@5^9L+_nT>?FnPW!(9ELM0!{t^#NSh=qhU_x&0m58u|Jn&vAa=f;GD#l>^|DT?rrr#WN~Zv1ci z^TBa!C+grhvuK3Ro}#8qQL#VI8!yH?NT5BHkes-nJ&}lr)93_$YReO@osdp@FZ?|o z!r8;SMZ0>DF#CgSNYIPe{_d1(!u9eSrVUZ{ z^2ZaB6BpD+6A^J*4Khb)`${M5J||T)%*cHN!~=&r>2irI*zjwk`ousDT#qNWJj;r* zgzqg;99fEDZskp+1`#iO{)|>7nC^t+#0Arth=|iTlr5fFM~AS*Gb8ILArVa@pnW`3 z3~84pq-zqA6Bo2qiHJD8LsvHI(Dc{p^n&9Q3T7MUh|8x~DtS#|n7PhfiPS0raB#L5 zaw`G+NJ4Vr0=zR35vLd6JRV^B{s-aqIc&Oh{hShUuKIQ&`bVJr_Z%_)PJ;5ygyh79 z^7TYSoW>5GK9_ay^tq7^{&OOlMnEGQC1cOi3p?f-mEQ4(gyh8q@4G}qoZg|P1ltTK zS9o?_bf}4@M8@ojlwUCMEbbtHW+}lmCnPH_n8k^RIK5z23j2OlEL`}jD3&xqF=|gu zME{6=?)ueeC6tpBk`ouo_C!RSUMNfPUK7d_zBxaNB}-9&xhRnuM8G`v0`VDW$wN94 zk`ot9dmwmTA%6Bo1x5)pA4LGvtNXF#3>ku#t-645jQ8k_;)+-j5- zXD9Qo3CW8K-o8^7;Xa)^nZnNt*$Xs&UYIRf-1n!fDYsMUw3aI^?q3PXi3{4-iHJDi zL|TgJI&mlyr^eW57z~R!I++Mo{_%F9lTQ5rRW5?40bybEMUN*83;Qodzr$N2BQasE zQ51%m5}l6?5T#ER6V{rLSgw7fsGTM%A~q)MfAlER{O&S3vd!-<6uZp13DtpaFC7+M z?yggInOOI#O$GLOh`^#)Yc~=;`G{amSxs7&WOP}=f@avEDvE}7W`}? zRXd&qXI8-Z%1O=lsf3D(+YnEHhyng-j#C~$|4Zfz)|(l5gQoPH{yM?dTR_d%)|(}o z?*|FhRy5z2dMlM~_+UbE;-dCWA|g&`z9*Y@&?t=9DFZV#HZq<}#QAY#NR2l*k*ZKh zV#v=}jqud1h12uE_je%ry66ryeOENxk+&gsXz5#`J5=;tJRM2&{m>m6`f_OCBo99T zCy6WXD5mqD4xLbO+xQ8kKv)28gf4IxvdfoJoJlGZZsiqv7wBt}*Zn7>%PB zm~@h7QmzO`%N4&oL$oA?cEA&b@NAr)d_{(&k%orcoy_;gX%=5gtc89|Wf07XKj?cHh_YoU14ohm%|n<8Pz-DZh;;oY);#C6&**cf6!-=-#<}o-v}j1|jV}3r}c|sN5|H zD%n;l81Jv(+q{{)=~1xWT`0_Y&?NNS-yoIr%C>r8;QkE3`dfo=;Qo;kVb%jJB4MhO z_~36Nhyx}i+a^jB$F_^4n^(47F5S#};Md{}~N*T@YI%Iu&WYFRBDeK1q7ZZ`;T zKX@iz)2We~CJ7U^J0*cTwsYp1zT-Nn+)X=vBi&5j`G}N9|4lRM;@Ti0mvgol22OD1QsGsp)U z`<#~w?N3e1O|P8+b{x1oZoCL3sXJiNpMRt{wLN{sx|XHoo#l!07V- zyH1|E^Hyz+Q27U0>NsKRi-p1`&r}Lu|6zD4hf3Sot-=?7Y!jBgFiI-*@fU88ZqE7R zYU$?SAH&kkx4eubPb_=uqc($Ot^8AHieVA|JCI@W^?h1O@P^zuZ6NB8iL~Q)5zzs z2xxDvaQmJs_{8zT+V6@Xe9IUAL8b=UlLlT`lw zf4zejJqGWb4#yR~*EyfE_jS&vEd1Lho`0UO_Kkd@?2Q{GiI2Q-8_zKlZ|y*tg7;0% zsDF5q>(yJ{x{dFp=fEc&t+TA>3p?JLBHZ?Jso;C75SQMeP2y_s?%!XM%G>ew{nAb6 z{)nwYr~TJ{&OJ|j=X_qRbA+wO%7j}#$`=m4!wu@`hsQv|ATZkrlF+^HMudX*>N&u< zvMv9p7uLL^7k)Z0UM_sa;e6rQ537M-5}y3aAe=r6W#hJwbi8H1doYfqpWidVm{~}q z;%X};su=5+Uu=~&qi6iHuxLEf|9O;Kc(#_s? z#|j4z&yf;F|3ik1Pom^~ETaq&c6^*-T>p3{d?^*57q2*}0aOksXQe{SbE|XV}x10~{_S)xMyQLqIvj`U-F$nh_;W$1yB5RG2)C05} z9V84KJyR-b_t97`y!=8mNSJp_=0T?7)_1hk!tP^MF*6sC@)_FaIoWNvH*F_m*<*(BlS zK0AClxf}GE#6pXt9aZabvIy-5ig|0BK&-9%ILwm#VW%p;$r*r8>H6U-!*=qiak`T1 zCM(H0;fMYCLfbd#!k7PSQKod)={bbA^Jx4HAxhYr+?#>WgG(52t;Pu&BOk%!p_L+Skst z`QeTCE55A~?B8)K#Z}+Q7A2Et5wrfCB0Tw>K^Xt9!w+@pT-Ak9EQ<@2elq=2M5@J-4Lf2n&9kB8j~J zM{bBI{b`;=x%{Vdd2e0q_S)dXls^x{%e#>_#}$B&2|IXbD1GnGBM6GiS@1^Mp{&kZ&jhpEGba}0KcV1 z5_Wim21%0*yh_6>e?)dSQ_JgouNKWL<`k#|ze2tOZ?2`^c80g~;n^CLJs>`aPJ5%3 zh7dN1oRUgluEWGctHb8$cH8~6b!IVKJ5Elim)Egg9*0LPB{LY27%8qh75}V7(lQ-) z=+MRRne6Be(uA&lKlxy%b&1X0Z^u488ixO^LnHY%nS{5#pw7l~lF%YPc{0wpL!XHk z>(Nl0p+{qR+El#uHhm7E$<~)=;V7HxL8w;B z{M$i%T?#X!tpGK%$?opSMA8%$o3eOF7iS^ava=aK_oX2RFVvw7{A@ll;HGR;BNYnl zO?XW%O2T`-H0bdy*+@32nuu5AA#j5t&43$o(C8u#oVK9N538vFe39PfUKX%-MJ|%I0Pq!g(Ut>TjQR4~w&1P( zQ2c}W@@h=MWmd5IWx1#XZ|_IR_&^~bF}VPZlZshcz?(~cA-am!xDBV}qvmL4Y0-!4 zijZtj8jfw*s2<;0ghulMhU2mlRE%#*LFud=%*9By)}M*T9xxQ(a2^1&yBO?#OEK^1 zzAHwnd3k5!vOgO#@t_jafN$0#BR)`q+IWVcc!kSYfTxrq*)G&s_{U;23hyaJGkET^ zqT(v>gi2 z&T>?UQ_7KS{W6x&^6>HxjYh&SouBG7_c?J|CBXk_IjWS@$gPN~2&UkuK+-UcAFV)B z`T7mRYgeTd;63H22#>Gijm=w$=8KyHbc8KtFEtp0)2mSq{;Cp{NhKClMO_h;cx@G$ z&zCU+MbCmi}I6W>^k2I0DD)FS1zRij?<4glR-jmpQ9eq^VoMDQM){*cPW&Lk$l zyzh!|C@Jy+pDU!(3=Mo%-9Zm7CZu9_4a%EG4lq{I^NW@A_+lkJy;w;PFILjCi1=uhU3_lszRP)iJSvZuR}F_8O!8!C}Zo^B3T)i$8a3kS}fxjh~a3zqg=*uRSd_b zJ8I0lp4Tcl!l7zm>m8+d`3{s+6y{lfEoa5g)T6-#94I#`=x8vi=IN^y^a+DeDG$k7 zIUOKbc2|=O)UccbKRXyT6muG2IUPPYj;&XzvUB-b+yXqV@4#B1;aeI|RUw!Ec9K78 zIiSGNyNAfo+7eShXc%7HfNF4Ki#m<3?45E>oYIK$bGV{@BUd9E4vtdIGPv(kC=-UA z9@{-7cw-|PRLV)(CNBvp9U4X%FKtD6JmdCQ#!O+weVOuBen?V`h!SSsnEFre;T3pht2(DN2#+Cg6?;amNu{v!{z|zT&&k#J zsRf3r?aioy*X94@W#QR?3SlasO~&K%M>!{{eLX2tNZpns>s2o)8HxJ&GAnx(SRz*T zR0|r+`=`Amd(_G>Xg!8k_%CwlMB#Sc$p0p%6C?NCq0Z0ep?gaz9<12*V0{5k-7i<5 zbO;*9<8UCRfY4Z>Y*LP}e0zG(MBwo-NX<#NgwlhRV zDG<~qv^}B04~#&`Jfm8{_}U26$Nku*CcYkJa%K$hw+ZJxQznDAQo*!&3@YKfN)6B>{$k%4 zG=lFc^(3$4FG|Lu3;FUJ6{6RSMbmhCi-P{eSTu#F4^_~gorvINB+sSd>&M9}Izqv? zZ5%qA7j&kAo-!Uy=jme=bl-S1o2O4u(6_cxMGSb>ty&Y`+b7ByNpJnbXzZPUGI*{j zak$QrHOkp?4*cT;bS4jc2cb*ATiVcAUf&st?4a*No<3Va|6(qL#E^60o7$0~L^jmT zm9s*PnqQnO8*_dY!!h$uBk|F8q~nXcP|k%-6VU{ozCcdjFjLfsoK(xF0T;_T;q(=q z#Y^f^(2FOb@jSgpL5KXKguO4DWDVd{FzuU!X7NJY3OZQKV0yB>YMnNpXY?ufmdAYQRMLC^0(zv$X#+y?6#mee34Ho=+uXjmT0_Lo5mOUw49L?nN8jvRV?$fyMap_W(h|* zaFoki{`W+V)MKHFIdHl?2=D(`SHdgyg1kKFK9hLzpX6i=dY97ph9}?C$!0;XC>Y!4 z!zK?zPGrf|+9OwM%{(SfXgVnOsDD<7Bl<@JF$#GNUsrIFf=S#%2|4WKr^au_FPcPZ z$R@sTD+G$rWeCmhL)b01u6tL(xZ->S5l|4mA+Pd#@^WWiz_^U~=h?`>*W^Qmys|m+ z3C>{!os>t~qIm8USw%mIEs#cutokrTrvK*(c~D*rM2i&5n2sr!ZU^-%qvz_fa=((7 z3)8^r$6+5#7UoPn)ieLP}6$fbetmg4kzu&#P$E|M9^ z&vHg$#*=wLs&wcr+!}=%5tLZcKJ8pt9kql}>Q-RC!+AOS_;Rvk1C~)P!+f4xMyf)F zSok|%sV!#cDb+Q3DH?FY5dc6EsNW)Ji3*rfc z*qr9iQe+FwV!1%l(q-VL3Lpw5N#5FKnMBfvga=PQU%t+&kPF06UDu2n#0VP3!``fr0X?Fg2WW^q`@0vQp?vn?vDvGYJ$O`%h-$p%Lis9Y zj6x0_+glE3@!ktj6+cxNPZ;$*{T_G=DIAr<3OsGTe9_hp9FavESbjqZ=j0~KR3WX{ zCM^D{3O_g>74xM`m8%02lC59W3J1P4mGUn093>ZQ%=x~mlMikdMUfzBxXiR>#Y(9m zN);hZGidsMKt-Vq=i9r*bB_Sgs$j$wb19iU#=dgR#PX zS!@w6^paSiWh|6|1Vmx?0+i2h*Ix?k9FR4_)~{>iF7gT@Fp3g>S7FJ^<>g^mpTXNQ zzsbQDER_4us}+o^7oyR8(_g2cLzgJzw|7ay|li;;oXWTRY@zKc;KKL@!rR?sLW=#`6670%bAUxof6m5k}+!OIK3>Guw$Oez6Vp)Y*KUK(ho{ht^?Wb}X&+~D3 z(9iNi%ReZ2@WF0~E`f+L*$&=|F>LpA%MSxzj^O}7W&8;Hnvw&Kkyg0%^3%S3z!d3t z@Ag0>#zH&F;-&mGj+8PjbdGF<(q)@8ZzwtOYj*jJ;qNgVrXDn`jI)||lpMrrs;~{A zOgs}p(_{r6R5IhOJ@Va=4`Mi=j)Qsc@KFrMW(T0qr$#BVvObRCv-Qf$`YeWHQ!lFK z%Q_mv0s7|RQVm3JEY~27%$UAZGDGVD?m4)2zCm#i`gMHPDp>{orDVcT(Mn#u?_)Tq zdY@{Mae(iNKPmZ08=W9tkI#$XTv_tvB;!d#@kk_IH4W~Q^=}Q4B(1E7s2u!-3*{8Z z*ph%P>Q(S^9g?5)8D#q4o1AD2Z~P`g=0hQ%5tb*Ru`*=Sm73r*JsKxt$yCb0Yh7p( z4}MMz$7e1yk?$J$N)A%xT>6GP`82l(7^78&2yV)POAKg`YynqF>6O<>#U&{M(UmTgGEV}bg*^1%N7bDqP2>Vtv6m(Gl zW%FhkQ1XUD!|@jZm<>|){W)lm%z-T-{JbN?p9N4OkKZzxrnn`DCh`Sd9$VljQeZXS z-Dk|=n|eUbiQfy#=kr&|=?v%5vc1J?t7R2$td>qqjp}G8x?|p z-i&`PKp8S{R?E3SBLIGkY>ly2$r8o;K#$RY(~A^ysj!kC&niMiGJD2^MN%DlL?(W= z2zog0F>aB|!Hnw?RKk1A+hvl7i<*qfiXkNS7O%00Z^SKfX@qke<8*c#W%hOFaXAg8 zC`*RkZwRZ*w9=NLX1Jo4iyxXA*vA8OoZ>O*XeHOC}XE zGKU&~cVEce=|jLRx>MYIDJtL*e3VM!w!**$7M3CT)cVbI7wNYjrexe$s%BIxs$IBsp=$G%#hk#ES z()(SX!aWH9{+gtJLxdPDUh=x~De%UWW$?NeE+W_g|46JZe9(3fa1VrXq5;7qU|0- ziDr|i#}rhECK}+#zsr=@n4E%2nR~M2RI;lrQLj}{$-b^cy-h(STbqnJKw4tEf=o8- zq|DDNsAQ8&q8?IE$tI9Q{g;ADc2^{7X*SfKZ)36zAd!2r_x(~Kxt3aM9< zPd>Aldf8iv)PZ0(Ne>wzFus?(G{oy6!T%6@Ph3i)Sr>EP#H0*j6 zigh?brhw1k^ek<1d%JA#ErC#mbuNB!1rGH5kO`;JXRVGX{S*c zw9EdPsQ(x8^H=iodJZnU3RPq|TzlcR*2RusYkY$bVtO2XA!-3zq3e`^|^%g6C zUD)+Dx!X@mgF8~JST@{!Lhe2lX_0maX@houA3+mOx*APTeVeoEnyb-!PpQ7D$GvT; zv4)gfcr( z^MQEPO;k0K`{5H+wd87@sH!2?Ur$t(lk2vLs=?&?))rF4ZLrXDpN;4i*3ehYf(8mgiVuGB^r{1y^~Z0 zNtBp98QVTqWep9}julf&$`eyRnwlwO+?lC{eE0!C8pOXkSw%`YHd$qcOU4vcVLoMK z$iXYAtPFILh|?#kDwr-4pvLIXt{bPQz8XVnwtNLc=DroGM%Dn^EfWz`&^Xb##O8Mb z!X*A+9Kk=0Qu=BClTi=hw5wF*tbm;>R8>&G{Hs*AjwS{C>nT=1+0(2^W<9OSQ;o~T zuBTN+G{=UgRizA_vWeK&ipsS_<$j#j2y=kXo>moTjt+q;EWTRZgiC{JEgtub>RmOM z1}^icYj&OWtZGL|r7aME$7IYk@D)mH^r`e3c#hQ!NCcgp-avyHU;3`91n;{^T}pEo zy{oFkE3VRI@A~_@s%r)jT`&HEnad4dsG7+AlV7MR^`hy0jX(NARmSeVwG`vDFI5GV z)FcKYOAA3PC5p+cX_H0BQY|gm@}(-5Rj_CxF1tfr%nYSm*nMAxo*F`bh(6(fU-?p1 ztlBpg-*lC#YFGMKsv|ml@OhPfSNceG4cgW8y=up>6spdYjh0TJ4LiR@SR5?Z`5jFlDXVmR&=$S*9Y(*(51d zo-b+!XX9CJb+&;R2DLd!5mq&-LK349u{u^uJgZfmy{n^DebH$27`}Irn)b0hi`4Z5 z?C%$;TgbK1tu7=6a*kU~?A+y6gFWFjZuMZeJmprOskvpS(jKyKTc7$J(yY6{C`@Jl zkv(9rhnc%8HzGUsq?cmw7+i5(omFM%F?uxbW^s5cC%^Ono+5=RTq=Nh{kiP)mm#xWT z=_M-5e3ITk(?8DEWRd(oXKSdZY|7D86V%Vk(bR!b%X2i%aM_Wg89`0AKV+ugGu>s% z)x7dF$@unPHMEZyU)NB0M!nAN9j|MK5&EXrHO=I@=XK3Ua@GHhDctcl%}A!uUS#=! zSXrx3_EauJ`Wx_1BN6R~fB2iGjpRvsLsL&7u{czgt3Y}D^P3v#z-@16T9}jrD$CcT zS|vmZedvJXeC`cR9l3t?hGv+7!qTU2gJjFw@Io_q;$hvcVl6dv-2S?T*zDf7 zG@}@Q9aWAzgTS2Rp1)~Eu)lycAFuhlCI$FQMM0Q6Iv{1NSAp06;qMya?t!I|6*-#a z&v-*)79D1KuBLw1V{dEb?IblftHyb7XI z_pj1YOFyzoOKoiMYVA;x<>J-aAuP+Lj=Q2++Qy?iLfx}kJC#D)@mR+np=oTlYRiP1 z|B!B^KBVJM9dEG2A%uC&P1>O*>bgF)6p}`-qs1Q_2eU6A|9F#j6uFLEqpcz>vT%)- zTKSqaT56rouF+CsJ1SmF*J>LGzh$j<0=ceUD{5+4hb$XGKAv!!wvP40TaaZ7-o8$2 zCNDZmCEQKxv?Iv1XPuUs*}dzu!^!=Db=p>DRDVU551DDMeW4KI!8Q1q+qGHD6hA_i zZ%GM9p}r*7azSe$*FA#vOma1ZwX_4Yg|)S$F0QbaLa-^U9mzDBt+Mpu#bIq3{yD5Q zkUYlq+B(8JVm)htz3jbbAAGuLGnkn(D+VX-L zl$b3mOr9nn9oV)>YmQnH%jW|- z1fix)+D4YW1T-tu`5ka1Pcw`vp~LH-=*#Z7$V^&5*#>PB%UX!b&VsGS%^S1^Q5BZp z+dz?M*{l`kXYYYoLZJhjwJmVju~{p+G|s@7c5Ummt?aKW)@z3X@8T_5G9a(rqOD~` zG*WY*G31bbbc^;(Lf#4{Mk2tuzgeI+OCXYfXD~jtRjX%mYKWXV_P1nWqA%UMQ9BZ{ zJa~r|MoIkk9oo?-ZCB2n+JbSrS`TVpyMNcQD|Dj~zW4>BcGrZE?z3}MU&3Rq2X%Db zey(_3c2Gy>76WDyXn4j4x)RnGZ$*}Egf$ntFF^S+toBcJh0G1@QCV{Ejt_Os7FtZ6 z+R{Wk3)MUVABpp$rC=4K=5Y0jE#!Q)#f2LV>58kVNVnRunus*XGKmsffr!0_bR`T6 zaBO>k7dIZ!6*4IIsVyHz6%wJOQNmQAwLryhAJUb!(xQ?zY%!R}qX67o5Fq8N)L0hb z!5`^bX3^U|jb#N{L&~s~3i%8?H6c@}5n~`y72w{ZvFyUX{YY0jlS+L;V|gtqmCGj9 z{2Gx=TP#A31@kkFpKlJSKDD-b~3I1K61P8aKw~GX)P190AC@5E;Igi zt;LNWJgjS(L3Q$IEh~Y6)ihG5WJUQRnQz~@Q`40K{*8K$!=!%zQ1*UVJBOlMh3SY#F$m3LUns4~=I zRotz!yog7`vlk47mvokoV4)vDElh3)KGxNjQBXeCS@cQQhv_<6;WiHAmp<0DXvnuz z@O$s+>e*l0-qQ`vqu*DFwV1=$`-!d;9mY3(qHBT6?oV_%aCrj~bu)VcI;Ssh6) zJB-JFsw)Bh1)u7gi(+{Q4m6blsHK17-T%-va z&!~=l;P+U~ZhBuj^z=We|^iB2l_U7bV+ zuzy{hR87*&*CbUJ6RYZ2*|C;%ikUvUXVP@Bc+&N8*ELCWELQT|CS^gD zTdqqo!)5k$NjYNrHAzKDq=EXOTdw^gR~3eb#>c>W2*nuW+VeHA|BUy!^;y{eQE~x( z;HXZIkL7Bz@&2Pa+7Xw!n-+OIjq#|c}|=IB;Z6E1sHH>|R}ynGsrZ%&)r z8L&%K^CixpBeK(k&HvKm)mNA&IqY4F%spPeS$rj#dzrc46X^F54ei|#_5jYj#Zc1< zY&AiL-3f0`vj$}wS7t)8xqH2SD5THo>F=XtymgeZ2=9I|DP>@;!x`X|k&5f~+5={f zH)s}1HPfAM_G&cP5Q~;aijb9HhPPAo_rYt_0!=k_27_7r7qGi~nmAx#a~3w&@Q9(B zv;ly;wnoC7kzn7gronvK6|pkd8!N4g%;Ta!G%*no3S=BsrzpD92Cyr0ki?oZ8_XVG zlUZm1JNvsB5deag?mKu>!`MTjW&* zP3V@sLUcxLO@so1XLvn!yzlLl%mFLW9O~w4^24hIy?ssH_8uE-W|H*UNDj`rD$G-% zAv04%9)E)HO?a&(tQsiGu(=aD9PT_oN zWB5p!k{E3JjV`|&w%S`qlWKapZGOLPS%Vo;hVUtP))DPg{PUEgoTLVGuXBmrgSWg5 zF0$-jnq2(mI$b69`jd@C3@m$}FSx9>)@}FH63KN9=9aoT1K!@5oMUi$eDI=2ayWp~ zuG87@_^>VoPe{=jaOv!%THGJjrC~!wQYl_LJ1H-t!F*A)#-!Fg_^q$BweyJ7rhvod zv(Il?a79Gh%ZSo^a+lZB4erwGvAIW^FXQecrn;J_eBA!)O4(kE%-tdTM5Xi?e&Y{k;yew-XKmme}aQAT@c>rE~tV)&oaMW?Rtgw%fqR zUnVwCM5uYNxfN>E3o=Q4xN6qPoM8o+DRC|pWGEnTM(Y8}M|y(jeejBnx=dVrolc(_ z^*i)@hBgo0@+WOJo_U>47l%3oqhs0vTs%8TKcL9V;VJ6^?cLq1Yny{!vu%mj*=_Fb z_qm;2aF}EEd7a?aqqkW0M%?(UK1E_lIb zubm7WaI_LJqo^#d-cdJU1`oh$|1Q*T7=X*5fxg?ss#Dw25QQt6jarllJ%wi!F|CAh zi-t(y8yIKiz&dp?Tqb6*GMp!Q`v3!Id}knN^K`*j3wSSrnScjQZDHyFS7)!I)9VjR zCnr$^H5WnO9Pk0YQP}LhfYa^uP>)E)*Dfa3DyG+hR{%Xo<9Xo!+FHENpvxTrecHCv z85l=8x59!IO7=sE5lyh~H~Jh6DIV`xr_04p%}GkeS54Fn8t_=VVl?p7asV`#MTI2a zMI1t(-R6Ne*Y?`_`fOGYkpcRW#9A@279@l7A-s`)@aYCKq)Nk-$2!mj(-MDc92Jz+ zCu|LTbMi>UsHjjcQb>%B16HO0r>UqV&BCin8Hb#jrbA9u(`hkCl5$BYF{(06hs4)( zh(Xb?CYXtec1owb8&FnPv}s}tC(=UE>tJOA%NmlhH7Z$%<~ZY>q|Ds7BvA45&yxxb ztZ*`W!_U30FG`UVB~x?Ib6i4tM$9cT=;8KTld`hoYH)JpvLxjs)5QliA#(?KdVXB4 zljb+DIye^`0gT|_5!jeOJi?`Rzn4N}1{y2@z?}j>u))`bciyhg9;hXQ2Mlo0hK5_Q zbHk`@ZYBhXd!cO6blME`2WCX(7@tAZZ=jM*V1o(qZA+V=@=?=}CQ#8{A|+YrJV~rgeSKgc?xF&wxDxQNr`qrLm?ara zWOfH$ClIs-y;jiC8gX!<+(l#*uQOMe2e(FtF;X2m`oVxk@G--x$?54DaKoo$x+4xc zI*`X=>!DM*c&Pe$kY(Tkw#5CCqG5h6t}Y_F2FwBYqS`=L5LSj{1qnFX*woJKw{<)F z17?3*sG~T~p}4@Xa~$zLH^_jwv^12*!62D{Krz6nYt=dU?YB|NfCTj^wBRpkz%GJI zwABJ)v-w$@8*uA>?U~rT+o01B7lSh%*0v0#fnWK`MZ99Sup_0TmTa6bHu8ak>;bwz zGPuJH>E_t%@=28#YUJtg0e4v}w_

+5H{;z+M=iy#nS4R@lv_YFyHBIdBeEa>92K z;K60eab?EH^>xN;-wcLQx2uX)$eS! z6?hWO#GM@$za8B_fv+^s%@+t_3uTdKY_oR#ZfnwLmnwBT{?@3cp<{U|dV1(GCPhyV zfBRDOG&XEiik=?QY!|QlfR6=ZZ9|sl$OcyOxy!me_GMz&4K|tdMPzequ!#wtZqn0} z7@tYsI)-3u`8TqBPcmlE?<_z*<&OQ2h#r!J^brQSmA2ocFC0w;KrlrUIUY%|c9Cr! zIQ4*;pcqiosePx5+#_N75{AH1Br7uL{p=fEs-i#ugek!JRW<0k5qVB07ljfau10(AHL z>4I#uxd%Sp5NsIWd||*&rkHf*e2EQ4#!fqw1}hBldj#O3!A16h7WVF_+lxLtZSAuM z0-)k(>PS7k4KU2o1TuP&<%u}!j%J`D%2nm%c<-2Sz;2|Op^}kR@i`p?LaFXcj6WACuP#DDrnm#qNty3Hz*Ym zmk5z$@iPsD(g+)^ksqcS@a>UWyyAd1hXUl6X|$A_?ui2-=xz-z^TF^!{-PgTfK5d| zEG{~2U5nx>+|)%DO72>5i9)KWP>QcC-Iem&$YhFC4n9yZ#qalub&Nr-jt&rpz$G>x z^h%o_9vq<#Ro{^TJ=MT{PJ^Xqb>u?2k*wXsDVvy~praKCX#sDcAEGGjfi64jVt9H* z>adPcKpnJxC(0B(_Lz)KYA>eub=(f=gQRr)64o2)XeGCF{Fw+0*vZ#$V7#Hb zND%~H@Av|Uh2-lcg;k=ke_Be22Q=Cj_uJg`(<36cr3_gb@VJfo0y=P7Ad+o7;Y{hW zxx4y7QMTd0?GLDjr!s|8b}d~_aVGZr=hQa5&~LCX+ERF6KxftbIL$c@NW19`>?5y@IWSLL+;4BT~8mL(>K$alFd$t<#@I2sV z5|$v#<;28FvF%PnK{l-8;O!mE`mRKl#|fzc@4UlMj9<+$Bb4J;-txmu@wP;f$Xni;+w$>KW&4;|!*Bk<-KiH=q=#LKgn*Rzm@+0>p1r;@7qs zhA>5|RhGd-L@Ca=%aEIA>kL5m?&%SwG^#8^2z97bK(-aWG0+FIR58%rGE8Mzq{6<< z@BtL>R)aB}Y@&$S`&5qRzWB|B0cLxaY1@i8Bw&tTkRGggo; z^a^lLyYHCUaUMi-+`7m}=i$Yj##)x%)zJg#yCJ=l7USqx0>z}Yce`M$_jE0@*kFdeVUFSrenTO2tyNoo%dUcm^ z9MSAm@tV?Yq-W3V-7I~1w{bF|ztC;0H_;~g(sCW^o8+rKCfP8A&32<01GyeqFy3Q_ zbJI)hMjCj!#%`pcpfB2uG)fuufZCu*O^=ZVoc>C@Uf*LJ%Z#T=1*2nouMvVb;R$3K z2Z?%F=Fz=I8c?~U*GMD29_TgFXx6_1H&OT7USoX`HMwN9rJ9(WL9BgbwF(qP&HP9qISEpQpD zQ)&2)S8b^wAwm`88#je1d^{2EcNxd98lJ1M%)^(vjAs0ni=lKBXruxSi;T5{sHA$0 z1(HNP@rN zu^Mc48!IZ=z#Hv@>^5rVY#hd)WkM7+K(@ziB$2D119GgUHoGw&y8|c-9lCys&$w%f zFXdQa{`*<%Gpclon*=jrYfrbIx``Q~lw8s_y`dDk$h|R?l0TRlSq-w>Kstp9J}hJ< z{sOkkoL!g_pMH$4;uWmI;HX)TEPsRr4d56s1Zt-P=Hg|vfM*Q zHt{JHB@UF4)n6~Nlt;g&WS{}UJ8w!UYNLFnKBtEVktP~FY{X!V!3y^Fd7Pd70V}8t z8v-N^-?S=)7)QgJl;S}opy@Zr@Znx-nqj>9pwHUChA1;cA6S!f9&|dQjBoP zPE$!nH!POB#nphN6j@qv(?h0Gd}Nnt5CM4mP803;AMZ4cCHFNCv3uJ?ChFvFe#mqt zi+ik9S!ToFjF&%dVy@qEuF7(!3J*MDD#5d!FeTxaA2-qY)!2tk)Fpc#Hc@AC|HCF4 zasTPVrgllCu(CgY#6%rx^`oZotjuS%mUp3X@#0;kB2oq$gC1pK zK6%tsL;P;$W2Smlks42U%+#tWf^Rh8osXJEvcFb50vXplX42tR519-st>sbEF!q;u zr>V#g0SF}Q-33*dPmqBd@2-dtV5=l4KyHZ^P=w8on+i$txW}P-aJ}+zQ#Ds=6cQcL ziTKZ*rb29f!lZ|u1MKJtQ?pnO#V?=SKpp6f0dIa7z=V`dPnd>@*Bbo&6DAY6A&PF; zX-YQvSid0xq25s229dV}-~Nax)ns+UX(HGZA@}10&!^;8lHIhJoi_50%i8l_%{$|a z9>2HGj2G|M!0Y9X>U4P1ualCET#OWknSCkVd#5(HkV;{nc#JTJODO|BmaQ+G=Y*|@ zpx5gT7^u|#emGSYx0lG@!wd#^)}8JBPzKOqm~UBAPd{wk!^x<~3SaS^1wy7QwRgeN z*NCRL`B3^Kpc1lAH&FKgReSy)<&Aw&uGET3*x7p|Sk`1b6CbF4q?(_$6`)jI# zff~qbj(h;tc`02*lT&)KYs@wd?0(q5u#$NlY^6lk76I5fx$Fu9Y<5kFytxxLi^x_0 zImU&E$F!DYc&y8RMq z^F9dQ=M{JM*||zzlYtWhr^Qe@JgN-&I+xMy{AvHMv#XD7tGeQH8asZD6UX^%nwGwP z#tw-|s)>nE_X8TBGA@FYO>36Dy0OzZAGT}9O@lx#+60@#fI->|bc`}2wn57%h(#(O zD1Yz=Dr*rRn>rxVK82+qMp1(b(wlhNBhK$i5O13sNW$Pp2velfdCOH)cH)nm7WI9ZgP`& zH!?lxZ7md0E+SmS3VF)66}YCf%?2JOwa%!Nc|DBdYzTG-Xfw$eJ;t0tP(q%?Q4eXd z5d6y)h;y8cJ|*$VHXxRODM%$SC%IU5nhPQU-Db!F##uHd96xd~Npt%M4h|{KV`Jjb z^WEumT%U@8(Pd9YX92Vlp+7kZk`CQ#1sOi3A2PA0z`+ z=S*HZMlRn~Aw z1&=2P)X7>BT8)Mkjg2J$52Yjbw9aY_3|xsG8wTOj3?m$FH{i;_`!U*kSL(a-h;Gxl z`gA&NyJf}Bd8nQk(L5G`y5WD>%h!&%7++2D3k-mIw*%Le8MJr8fs=DB^E z9jm{>|7>+*fn(jKR8 zu7tiGwUvg?QJ{E(E~8Vr`r^8dAz?%tJRUxQPG>tw4-t>c5VertDO@wLo7I*Sx*R@! z97=?^{N4nQ9niIP(kK;m=Zd}Pn$V@G3k?^P`7G-g&0W!ubL08!gdA`#n@`bbSNGp~ z=N(aF+xE@+A3u0#6%)aR|sI@r240byJcmuEC7z=c^Ehco zF)%=1$R6ypWn?het8XI+Clmnv2i_B6KxH9!gc+cjfk2y$nk&6@p^Nu^P|>98K$}n$ z3}`BOV}NDXWNGo-QG6G+?wOj(K5L#$!K7|j;eBf$*<489BJrxdBn`%$+qQnE?+!qK z`?v1s6DOLT&7ymo)3un!icnB)(y}oek1@o1e{lxIo{NwW!#aCyfnW%D5PQbR46_xcrHC$@&Kl&9;KRVL(5fcI1p}K`ash zj&H?v#I8c$PnBY6sW(OX7aW&*2fhhGLlB08m4~W@0QV8aL@Jxyn@*7mFV%F2duEbY z_6YOQ;t%l357Kf#bO-l7020Nmi(`-AQ*)L-1+A8%WeIgm)2#+5+TL}wtyT?C`dDI` z=u1Xee1MlNj@|14MBAL*5OXRMpg1n8^pXiua%IU33oyB0P05ht z#inVOvkC{NiE+aa4nZ%$E^~T9BLs3zPq8;(N-@h|9`(TvRWc3N7$%)TIVKLrf z4JQW@M8R~5*pFsQEup*AE$N}axn%>6MS<54lr(N9?GO zszLK)pt1h2iBOdkA?g-eDwD4G@(x$C_##u|6ZdbbYKc!L6XS8lC->?BS`B2Ni1GlS zWrO7Law6_Rk~lO@9!PeW^b);+=70DCw7n@4$>Al z_*oo!;K+joN$vw=Q#6v8&ifw>)0+JajaO3zSQ-X&AsLJN14n zDV%vH$n?;ey_!V~bE$kqL4y0F2_iiyy)AM3NnAej_2P=^8+%PQfL*8tPl<5kM5qhh z0{Q``bULE4sYz&B@^xWrGog4oPc%8oo|CrY#RHX9gxh7=BcL^2R|t!=3?X)vap4Lh))3>zi%=?yM4xFg=B+)ApY5v)O9yCtHf=IjMZ#s0wKRATDz$wxTsRa;k^#@@+;h3JCe=u0-p0^DZ82{PU>jaiD(hNN z(`)S2g+7%s$s|KmWP@N;Jh?ZSOA@!S8Mm913|&#w)+)WfP%cht4O>H#^~hkBaO4^Q zJJsCTz2~wCKpU|DsW?OHI8o{xN-xniH=8tyW(UUw^ooqU!i?;;Nyt)d6R}Ky;FI?D z3qDX~cdK>C6T(&!et<-i7|FP}{T1(8vGahVddU^azm*V9hVf!C`-Jy1>C(JfMqwBAddK9X4& zRzRG_r)j~Z^5f&eAHj| z!l%c#dFoZ+Ly^Ns4{|zv;s-b2ars|HeuZ>zac^cuM-dl@Tt_(^&X||WkiaYTj5F17a;vwt6lFL?wFoK(Z}orw=)PKR(}&80^ochRt+@`?bHoO4g)B{gi57Kc)5 znXq+CqCzw}rHYpgT%OFO{IV1xV&*ZhESMKN2OX73+nB<;yo!?&YYH!i&D5Y|>0J zH|lmo7gKfvWe-bRZLBjG9y$|Z`nV=4x{^t#wz04o)TT(RaYTnGyGfjS!rKH9C-y{# z9nt+FJmy|i%a1>FMBk@E06pw-v}&C8kpsY>hsWG2Wi(jU=V;$))RVBT`78lPSlE1J zec|NdS>l9JUdu8(FLEYjnUaa3q&&XNQy-ti+wC$MgHQ7yz$3q>;Y3L1ldL#VuQiJo z8ngxxdcyrNUwDTY&hF(w^8&<$pjLRP%(PB8>E~MzH=jUE=$d-hQt`&U9;Z0G8?S%j zu~rmbbzjY(uS3V(!3q?AdS_LenER8rxX@Qa-X?MS4DMnyUUS!ojhEdn7n}@i-b7I~ z1c*O$<1Vk)-2M`Z{tDOP*@LgSf4@!?KCX6&9eGcUxcqas7h5@u?%`wAPVwWsXN}l@ z$?X)I{N8G@UuYfTw)M!kblLs(|59y%}IY)+k;db<`d_v#1ggKNR>$jn+*CU#-!4==X1^K)>y^+6MaF zU8`-R-(RceFKV@RdiML|Z?8`a$p+qzd?+$Lt&^oQ@`vam2esEEj{CF*DX~rm?wkC` zr(G={5%>)Wz}MEv$8JY7Ec)uSZV!w1MnY7I6E*1ZjykOg;4w}Hj*^$lYT>KXfJCa( zYGwI^Bbsqg2b#pc>a-S_m~}+ILCo2&^~h&O1yE_SP|B~h$cBMO3yClNsQ8TE>}q#K z^d|9!Ukl12w^T%jsYsxmJAqsL4iYBJH*XG<`KyZ_6r1X`C5V*|)N26+o09TBd$?Y! zKUsTV^F|vs)hc?2tJ{dHAAG8H;P>F17NW=QIXOAI)bGrk_AN?(XHHw{7!{w-X#sll zpXFL2d{$da&xx~|j_mu+N*OqIR%3%VcUHTevX`FI+S!ss&&ccHM9)R785M@lNf~(j zoOS~h{N$W=9sMpoFJ<6+=e2eeyZ5~8#q4>lkFvi$udS!w^%rEd{TH+j6np-HwhA0L zbpf3L)a8QKiXYEKPQ+7FHC<&Q)den@^5D}&iHq7A#|NT&0(1VZ3T-5HD!sU#( z#Dkw{ZEiMDm3TV#nMPoQ)1RSFO?(?Vsg|d%oxST}?*}WyvFE%)PWVo->Dk8Tz2gq? z;1O>`e0~Jp|4)y4+x*ykVDk`$GR8Y+<2V@?r;d7Ceb#1&w#;~8=ZmA>S6kqB5ABL& z4YmukA8cpB;^gbzR#E?3=#byN=xr0nU+}J)J@TS=jl(V9DDN2*XO4N>)l>K2tmh@~ z3qE4i@e|&wV!SLPkw+j%)kbDKjhzl6AGk@GGY&+4fs8tt5sQx^b|JxOoO_x}o(4ku_qV1Er#f zuA;IauqaVc0r5UK+;v@%)B6T~t|IsUsj8lI^&}hFVn0 zvm5)q{%dc|eC=}GQq4H~PZed z>5mp|qo>??dt1vjZDLx$TvcVJ_<2B&(3ZdkPg8xFtF+Ep4;nVK-600)R-p>uS=^9aM8X!OUG9~0J4S6$PL(#A?x zjjPmC*I4DL1$k|ZW@NOg#%fnvWe&?T(L85UW2L9Qtvk=v!+|n{o+mL>*4Q>=Eyi& zIGFO4yBf;stEj3}f_TInr3OjjX>-~T!dKb9azG`+fnX~&uFlz5*>-CiBZP7UuGIjK zB{sCDt=v=ARO6~`bP_zEhPC%3pbXq>rw~*|lpvYKSCYY6}tFCG+t*R||&23u@ zRQO#N6x*wsslkfOtg3dEHZ;wgSvA+&9!99Hs-49V#M41>imEC-x0N>3RaVu`ZMzq$ zDhQ4M@gsv%NQJ?%@VhWLX#mwNoayFr)|XY5Ry%7enqc^OD+}X^iq1L`9D}OG)4_>R zR0>0R28_$5`s%hyXoOf8lB}tm27lZfVsBa_ zR_$pjpIPm!cjcFPYV1y6v{zTnXs}DA>_z!~^847y&}wMRcQ*`y{+wA=F=&eG#=H{Y z+B`uRS2}u%FwRpCe@V6$B$XAv4KYKbe+?l3#Do&82Zu%`QLTb1T#b#;-=$D%owKa5 z?cNrhl+`9a8X6Vv{xiDf8e&{#FJ}`OFNs(O zg4h-r8ITVW0Evx}tHj!&x)6O%5!8dHprcrGR#e$!&f@3`0)_?;P> zq3PM?M&i=gI7qIKO@!YMW0T?cSZwNGq+)u7IqT}GU6rotx>9hT;56&Y8`>(5xV`jX znO^NFa}tjNL~(K)sp)q5yE-lv{(dvA$lxs$B`$~y6T_^rke_eOf!~|0d7$sTR%*AyYpgxmigWq?P zlHvD9`nM&S{9TY74ZmZO3I48R!gEh@BK)pNPJ`bMl2hRKSaKBn>Qk)no0gIZzvENv zmg<%O*BtOp4KPBo#bqfek(K&NLuGPhdW#-B7j0GB18te&^vsy37Bic%2om6vTeLLU zCbrIs6DOxei=nAu23?J(ys6sN&?c753KO536{!a{>LSGW%vfz}(~Qaj@!8Z0q!vTc zDv?T@mzD>8@l4ue(Uv|x%IY0MjUG>RLw=R3ab~`!zCzrQo`e1*{*<02=42GdRF+q& zD;F(pv3SQf*m^m!0&z`7Vzc{cu%l5W|M}eZ@YG?m-0M10vp2l&UfYrS>%UUnYdTWc z>2W{Pky=?_o5#50p6f^^<^A3L_l{KZ zZ^OkSnFGRzdH`vQBR}5`|6R3nO2y+vR`F1eKygA|jJTjET>LppCzj<$iRW|Tf?9%s zi$ZNLcQ!i3aXsS1U$dgb7qgPZM~aN%>RzGd79xokwxqyh8sw9=At%N()+diu8X#^c z3>D88rkiq=be(fXS$^H^ZQ_uu2vebgmL7ro0L!7_n_(+vK*E zfJPGCkq{yihM*YSyP%}HMPF7~Rb5{1s)cyTZC8^rQ($s}GA$O0kqw;YEHXteY+C?D zTLK^w1&7q;E&}ET@uA+=Ww;CA&!!o4B)bdY?<~TZ>Fx=CR#v-v!3Bi(715AbmwOPT z+z$9@nBjB}hAZJLW-LS5WjMQxWS7zO(&QcsS8q+kG%i+??wMSvrW>KumDEH$(8X#x zT5OeSa$R9f#JgRrrlgSxQcd+&SQGJ_7prMvUoU#iS6CDA$``9?V85(c%&wSSv|M3* zWF%g!zWnR@N*F$Lg*A~mKP4ivkNy= zaKjDmu`3^!DLyjT-rQBmde=-BxJ?K@yDsVO3z~H8aarGf0rboBW9l~dXwfOeHIq1| z#ptXpgWGo&6IV-K^auffI^u%_fbKZr{T(9yLq)hhf{Ox^X36nqxu^Qn|L-}^f197N7BCaY{5n{!HUc*-$;`9Yk5`zEg7J@~-R=4*uTYeF%+vSglt7vtFcc=8@!;ur+KumbpCa&6U5%=63 z;EUXU{b_dBW_R2l5mynp*Z$H&va(n$AHrQ;;?VQz!E0o`?rhWkR--=B8#&6cNyKK_Wfie|Rp-fYRtrgsCYq{TgbvAWft zhIWnB&HjkEidYT$Yo>(N-QB?IhXpoq?JvR2o$jCJ`_tU65xe8^Ma;U25u3Q+-bj2@ zhXTZ)mOu%*HQj(NX>kq_qw9>_-!8x5%67{mbM@tmxT@GCEbS>l_HH*I`)KK4-;w#& zJQ2ynp11f5X;6N;` z^4MxT;=C0m$ry{ef#TA?hlyGo?Tez_9|(8^WM`M_kBF-{fO8*APy}w*bpy4B9?bVe zY_dPi?HaKO{)o7Wh;4W%OR})J-M~tCxQ8!RP5v~rYpm-15pi|z4-!@^K~W_zG|5g6 z>A5Xi*j?ET_>vae@YysJ+BqP3&>sl8MsfM&i)dC()PMM0Rx0y!4OO)juqm#t9@ieW z1d8uHjsv49_{aIid!!q0VM#kqkGXG5m#~8+8#?&IJzU}wpYm$A<&3*X|y^#B_@JGZ&?-pGCZ^+sU{l{Vpwh!P^B3S*(rpQzIKS5fz+!ay7 zy92G$P6Y3E1F{ccv|^8fm(q=m2xK>#WC~CDYYNR|&+DbOW<23fw?fN0?g8b%;IRvc zkUHTa`|RW{dE^2zXpQcRh>*I3Zq@VYk{jel=@;4?lIiYFpTNF9sZaL!-6urROZCZz z-33GLllQ2I&f8_K`$M+Nh|`}pLxS1c9h-xjWgM z%>IbDx>yEI95b8)5^hBMkbS{yw&>Lj6kQureXX&`pXPV%B<=o)xF~{`n){f`R4jVR z(l zPrveD$b+kbis%dC#21Dp`3{-ISB}d){)o81 z?epCX+yA8l7hf9|Et%8?4z0@uYrybMV6F3~rCl4*v;K&>*DjT9ETi#L|nkdXEH4Rr!GFo;WeQt{(^-zh)IjX#J3!s zy!<488q51Nc`T3jN5oacYxlT9X~^B?FJ8pB?iBj^8dsw~E$tet+5U*QnqZC3RNU%4 z+#Se9P3ZK*0{he6t|4plN5lo92sR!s6#}rCLve>8-=&zT8kZ7r@hHOJPg8g_q$!KO zROmBh{b6@0@P?woBt8P=FYi4p?`v2@-AheeySodC?0`O?B05i8Q@m@O|5G>o=;RE^ ztsM6k5EZ;N-S^r~uOs|?J^4{DO5z~(eVd`b>j8jC}p(2h@huvlrr{)PEpE;D~DmI zKO!zLLWVFX|CjCr#!*X8fxdA9uR6hjJGP0=`bKfxjj0OXJIh}zRZpoz+fAc}_5Ch`2xm^9KMaPPloHG!&O~2dv0jI=v5YpFb__8mxQ$5z#%X>(&w^HM`O9 zPPeE2_PlZzto)a|YQ>dPmAh6pbqC1cTgUiX-E;n+&^3^Mry@Fgu`VASkux>qu&6sv z(*{kmD#qX5?jZ5(v>aa~c3n9V@B1U-0w(niL-T*_$c*x{BWdrQG$Q}o9r$`pPxOWF zxIb<0+K_(sN5nsLPRm+vN+Jzq)$t6wQYUI1fW^inb|ss;-VE+|5(zpLYD zWHoI5Aj)@&bW=mm6X`l&n+R_nU&u(i<@ZE5oJ6w8z9xSIHlpaI0=8Zt^$G*FA}XS@ ztNVijw(rZl@AKc_FCr>9j%h)8r|sBNt{j6&{)o6hkTIU&cp>}g&U12cyUV7S7v}j3 z8CowcxHC)~Iy2tax83GXllfsJhh~lbh`5TV&8mnKr(fq?>V32un2}us-&SWUF6c#>2ky#=%JTsm^p_HG@%g~+Pg8g_Bu7k72strN(;K1% ziG{O%NIL@>xX+QFYs~PYB0n1P6F`3S?{+0lCcye3IF#is2 z7JsX@-82ZA<^F-S{zC4vd(*F{#=G+&85H(wHBkka{I@2}*KH<}hF{q+PF5&9_`vTI?@ z>)N$6w_R)>qa5R1!Wgl#*?rv5rT^gI@ng%mJTv@VB@*}XhFP4@ z=pIau9qVu(EhGGN_6HkdnyI(ZFmLlhchQi|m7#Gdb7j3np0thc*t{)!n-$$xLp-!8 zZX7xO&k;wDP;?-AexgG|4^MQc>B)(ZN%mAYwDibChl)NkaOmh^iNHz13*aQ?<3Qrb ze+;Gp$E|Q!>t)Ty;K4^j16))9*yJ0Ka5l9BlN06}N*g`!S%n!*aPllYD3(Zs19WMf zt#qoFQ)JGkshdHQRyzC3L=pzbDH0FJDH0gSDWf7qR3kJxq+v?Eb@ODjN!++O0u2)1 z+B`}Od%i>k=V0ITd_qKJfdh_+)R$FBUkHHRWI$Q=d|n!|KqH?At=ua3tK(cp5;u%@ z2SC<%x6UGd`FxKN2AVL^UlaT;cAMcBPzj_L@GWGc4jk=I>Z;75RX8A~f^&B3tGp-n zitAtK3#WpA{lXw~_4r0m-VTLZlEgb+juuC3N!EKaMb8$uoH(-OMmbT^e!ZM{tbK}{ zINd&6PK+z7#HMUK%DdOn7NJuaF&YABDoj-7j$h<6fQ|#K}l$ za5ajP+LOgqFUQGpcD!6ECknStlM*==(f+Dc+`QE$Q$O1}k*~6!IB92$IPsNh`OG2W z<8LO4yI#48mow19sgX5QJpOu|n7_>^KKg1pU)C$oDAv6eEgD}dt-D z!V5NOBgM1(?veTL`%D4*AkldsPMq~|syJtVuRt%>;Ao0R7m5o$FBVVk?<*JXci^vb z;{5|lBQ0-#lmAF#Q4wQa|*wN;kuW!dU3*Wy{t^>@%Q9J;s33b6JPwF*H&S$ z-u?^cb9er7Bd_yVyt;RQRg5~Du*{?=%!1tlJt{R2ne2tFxMoZ5Qpd4f5N+$j4 ztpr@+H@|vkP)H=5&t7&SLTvf1u!DQ~d;|h+=tzsDCzJ)mjVDavsS^V_I7kU8lk_9k zhEIN<+QEhILg5DJ(>0zP%hI#ni3p&X^y@%;v=QmWL1&F(%t5fuv!QrkJyO(m zP617wT-!tE6_g_J#EDEQZn+x;cCZ0*vZKK8g&Sr2YdaY6e|>31_^&D?1BrL3kQ~F| zvu4x-w+5hK>`^1x67Y64U&T2MD#X`m&>*>5PrgqVN;pC@+K~Wln+JGfhP6G^~w4a^Q^f zB9J0l8^)?S7JI!aF&d5Lvy1St?=6w|Y&04n%N-koYUI?m7<8SSg6~IN z%g4;=)gEU#PKrZ4ap^*&jdVAVue`~vXvw4ub#bUSVKB=+2E*sFn_XT7AH;JtRyDZrf<%;zJxM4GKf4H-IK6L5;H%!AfF{Y6#Uvu{JqsvO zm&il+p@Nob<5ga$NPTVNWe!O~6Ql-EJQDD(G#F!^RHVm^$vh~llF{@St~n)TP4(ns zGNp5z)lDw^SPII)#VKeg563WEJW?Hj|CWMg@!2DB(xc`uygCJClOiTOJrxb)8OGop z`&1DfGEMk+DjLEwjK=5;;Owo`g#VI;21`hRwZE6f`>N=4RL&P3i04;WV#I&`5`qV% zL+8Jhj(W-{t1?g}&pib1$v{?_yFCNR_h|Sx;Fjy1nTaOLlD21}d6FcGt&L&3JqyO_ z%q*13*U}3+dVooQK6(rc@??rt*+`!8@QQ47FJBHqjwnMo9-PzRu)s97=OAxj1z?QN zdb<>bLw3L_n39 z_Ktpm)H+4#|Ln>+#Ey@xS4ZKrFft_;A{#y@qF_#kR|=3KxVGa>2Mm#TS|LBX0aHGn z-wP(Q)op-fZ4rQdv=GU+vbdlK-DTwrd1#}v9zw*1QfIBR`t}A_Io?}W|@Lwlo4zVL_+6+Fu9k_SQD_q~xE_~03R&|Pw8{@4fI z$;ZnnlU)t4R?$G_pm5R=M!d2wk{5gMYkm11&hN*kR`o-V@b!=(O<7Aa;2Pj7@I1EWjDsJAb3BcBY%Bg0wQl5ozts98ONzwxP1^mhrBZgjp3V6gpcpF#Ngh8dFz`$ z7&XWOP7mhY@YErEl(&8eKP#RZf=2Pedt&En#yGsYm>5kl%HnAS_?XrdiFXyF61j0v zCA=EW66BQCc&`NABB%0(qS_7=f~EIq@8EY8BZcvFkY&A!eP451o)fvn>bhSGv*i-vr4lP)An z9L<(WXG5uLb`$-mtNdx7#Z;xmRHMaIp~Y06#Z;ZeRGY#Z;BWRFlO`Y<2cY z@;WiAC$q)K&WIzQ{cCH9U>`uuFZbZ{!%%z){m!8~kHnV&(ph|q;2UZ!L2{w|;iRN{ zbucUr1RRXZCR+7@Bwa1<9U6MHgIF8CgAIZz)Qj*8-CY99raRFsS#9gbqe z{B~m;S4DpxK5=$?8c!eOOW)O=n!uGW_Mx}6M2mad!)*;N@*O%^pJ6_HqUXi<7>+(t zLC5hUQCh5AdW?eFwm?jLDT6OPPC>`3N1{9qiwO!U!6FqGjsiy!d%|dr<+Yrw;KaG3 zP&$YBbxLaWD3r+Qc%y;}I-YttpV#pg1sxw7g>uKrEu5yH5*QJtm8ah?k)5~VS(+{hHINmv(c*DeFuZ72QmEO)N z)Yf7X=Wnwm@CyIgSE&NRf(JX00T;iaHgL5ycdD(omp7WTkGm9X_{caE9k1-Pg$kWg zMdyxGMW@}X)JbgJ83_yaIA|Q=fx1so53!a0ASn+gj6pm`OFFS-16vy2J`U+Pt(Pj; zh}PB^*)H3FDw|m<-XtKU%9s@A?5uTXU*75;R!Uzdpb`$)M-^1kl1NZ73_f_F;k$CR zLWy+B0uL2p`0o50uLqt#9u4B^S<|VWfszm_J{P9uQG2!%t4*}OV~gbLTGycuo;?8- zN6Bz)P-yYq1T>NJ5dZKIE#|&6h4-Z|_|V&0GRU_bqWP*{?5G;Xbn&}`d6>5Hl>_cqo_=6J~Ggsq&1<#7>(RCd0kb;Ooof|po=Su34>(N+_ z`jvtTf{Ss&Sxp3|-nR-4==>oc4#wk7X_7f9KPY(cf``gT&i{3E7~BA?V3PnMnH`>cuJ_C zY?-`qsg*1tx1dR!fB+?R{H;u-jkh3vv>23JL#CpE`2JV5A)Fv{Cl-M-&>#hs7-*4r zqBvYr*;9Hq&x*1v8|CDwLnR2osK4Q)E-JIm`ILjI{-I^+q5wpaJ?05l8FPj5Rp3( zZ@m2!jQE(;`1txt5AQYyD%n7(zPNd_Hkzw)h=QeU0bU&r+b|A)6&uY(NJ9ye*KjZl z&@o)wMkplUl4fug@Wc?GoQX^v%A*x*4CRtf62#)K%{XU=V$3-dtV|+2KUB=(;}t4F z?+@ctnxqr}V|z45ouZ@yc!Ri!`38kx=;ajh6p}u4G;%_2Rth10f$$~afv;=z9KN?I z_@GM{`~bVF%iaN=XG1 zOd*dW#py@2cv}UEpQXZ$FJ>Fc(bOiSq!$O+A>eA z;*M~xl9hA`{~%SzM@D~A@DeM#MLhCTFC6binOqz0RIuSvH=4}#*#ZTX`8W!AzpYx{ zas0)H5ANkfbSgqIO)df+d74ZHy3&sSN@R2lt>Rjgf%7!FL{8WH6}1pY7fGM&iuu3B z@|M)9;G}~V#EA+v+)9k8^;C#h{F{a!@+%a29j`$d;)dTWd?!Do6hu{j z)~rzd5haVaF6%I5boZEVUA;JcpHRwxYIwK%l#;sCgEHcj!kPMUe_ z{;m*19d8TDe|0x2SZgkoZHycsT%flI{36=73Fz_5L(et9@KUP9Uqk55>W*B^edkAMusblQYCG zl@bz~P$p-H-zbVwZ$Y2*uT;bBIydoruarVt1W)2kyc76|m$hOJ;?xA2XsHeuW^G zFAb=ZsD$i+;P2bw6+$rBVI!qlQ1Zy2zG5BSIz6v%Lcq^8H2Phcu@%bo~8|H&~WpMril*hHUL{SusZqK1` z47)WHx2?k!OnBD?F4n{4*i`f?GS(pi-^+>Jtp$*k8CR&K}=&Oo+EPJiJ8 zWV{951nkn--Eg-8$EiMo@b7oSFp(=N^`#H_3o5e8^cg;M=;dQED21OnT|O*$_g@qb zG%9`R!3z}+6K46+9Sczsr(&%y9mJt#U{Zsu)3mH^zl z2rOW<6@~F_oaa*CM2P)fWZ{H7;LAj7^4yEeT%(rxFhQdpPgL5*avv6^ z@iCCYRra7S)6~WAz^Y)eV(n~Y7fgH)tn#Hpvr@TA9`~g~i&7G03wY9p&isWl)yH2v z4Q#T%NXNjCu5htyi5%X=!qezf2%=hbmLN`@^@OcsQ4WyXn}P=NeZA3_VOlC0#4~L6 zWjLCOiuw3?iw{Fv%K)NEFTA}4={Z07QYXGB@)94X^%HOSm!M=`uvBY5E4LC32^ zh1wcI?C4e8+=gPwj;j#PFm!x*kdF#cf4<+1okZ|=;}*U&PQ<2k!{=rF@f)7+G=nKIg6}xgd3gdi2qz@;FQ$l*7bVYm~qfjw;g<_T6>LUR! z=&5vYiM|Yhz0e>YpJW9CfnX5lK+_adXiIQ!l*P}dnS?>^UU+bfcND@t=?Q&dPu9&} z86vsn=J*IxGS?n5@N0|t3T6yw59ahLR8Sel{rG0}R50MghfpHtkNOZQuXQ%jIsymv zLyExf*Rh&x&;ga7mh3gi0tMju|h_7P;`I`I}CI#|Jk!6=ir&S{-l zwhxAT3a+J29~OM)qbM^?_MGKDbb>_;(-@Z|X~L|0^D2Cp@wrD)0@ozBFTL+7gKXI&-Vn%jLu zfi~w#P&%*8pM6;H_Qz09PMc<5dhlvwA1|YOmk*twE1gTgwRs_Mb?DsWZi6J*CHE-F zUKNa&u14X_bbA}w3|CoQS-rRs1i8N?bXCMP*JQHIZ)Ag$O#Q`&O12xxR8@$wEZO@b zQ$u{H3oY=$ahaUzLnd2ZWNHr|D%p!7Q-}Ic$<7d&I?0DhHg8aBGi~vMK4kLjT`pV} zs%#T^2+mTvXfRFqQ#jAoXE1pEwfFWS>mDM=;Nt8LZ82)Yv zDy??TyS=or-dWpF4LkqZ#J0+QExHO6*bP&NAqYy&0gU63uIepHXJ`t>LuarWh&b=%Cgq68CXIo3mi}3sV{fcckqGa7aVT^J&e)4 zGD;h&=D{vaD&QT*2OV{g7e?8RSkP{8xhj@ud2_iciCpiHuB*#cc_h8NT$M?#C(BhC zW+F=XKO|UHi`wv}3RN_rjC84ThEd8RD&Zrbv;<3f+~%w+t@f0Gl~5&wf2o9D2t9Wj+mao6n$-kO z-J4CmU^Ze1C8w=jiqXi5 z*0pC=s(u+j8XEtkgt23^V?8u832%B*6;5|jT4^tC5QZYiHw~?t!w#b+x7$Nh_<<)? zR^j4e+w-<#8C`oS!W~$_b-eVOeE8G<|vi@aT12J`PGWYw`RC)ZzH&!>ac* zGhxuRZ#|;=Bmuv?TN{FZ`b?t>^wbX{d&zBsY=pf0H+3q?!nR=n=_~FC2*-ghnBxsu zMjQKwoo01-D6n=MU`xwp;ss9{!`lmx`tDF_oQ_;a9yHR5kBmhLq>YEd)cNEZ6s}Iy zQy6wRe#ZmC)k$SEbxN=iM8i4|g%1Pf!w7>hBpGc!5_%98GtVN~ULYk=ynM*??0BXI zdI}#5S7+%+R#OYz8H|%7)K>IS`;Z8AxUT({o74rUeNmk%M1y~xt+uqUPEs!`VC@;{ z7zK4FU^EWdj8x+>j*T$*O0HFBviAH#D8>&?R$C2(3ict4z^_hL$FbySB#gmFCaWX# zQvZ&@=O(LT0%#X9snB_YuT|%0NEY5cSsjg@#=#G$W7;3PRz0;pI*-rXuTEoC4{{8K zs&_0=(_uPciMoJ5yI_erP6bA|YKb}#guS*zoyO#+;=CpB!V}pn4f!CmpXT#U7IK^# z2L|KFXkXc?{@V6OSO^9S8Q)&>5B0;rL}SBFbq=}q-l;Am*Q%ZBj9?1xza8fZ+~hD5 zTpX^p&Z3|qB%~4(h~&?K?_?-NNa#bjf_%6nTM436YAc;Nh;87Io$3?~{cG^f4tt?n zklS0|P_LRzR4wSO=}E3Ldus+T3whXa3Mx&-hkI+R=BmajXEnTmN&V@^y)`9-H@c6e zKeHQB0{yM6mv&GnnuKp*HBO?=F&S{lHN*`OWF`c80+ z$B%E)TJhlxTAdkuWMfrr1)IEI+o0`7usXRxJAg6Y=2*^{Z``O2A*5LwwMFFm*ha>> zZ=-gUi4MChj<=y>#N(ethOD%WhCT$N=a?d7hZ*tZDL)(|yn2?Et zfnXGP<5q1P^Kn*TAU^)Q)`lPWht^1#SN=mw&HKH7Xz5gNO1frm*3w?TakG|M%0ru( zdLM4q_FxwCFcMZ1i_5@!U(;IQI2JQCmwwMPEoMKjl}u|B61FhLBTjgwZQt|SKvMJf z&ugiFiGP9BFzp2`^*i^ypcM#x-wO=tbw*6K+rp+X|l;4HFTn?($=q+Lq`i96f1gGdFhwrhKl>wnv|xq(zLglGY3Xi~Q5 z`8tQTX6lO!p8H+|8Nj>cMJ+Y%|Gdb`2ED}kz#&~1y`(KBeDA)*>I!&S+n)`>cD3*- zw!Ey(!KFL3dct$(%i2lgy7y&m34?U6TKJXJpN5Z+4Uc5A8(|o;RZBsk|V5@d0T!LQF7Q&_E6>T0|Jg;c;;j-!#Eg2QNU(xntBVp18ZEwgJ{Hit^E|0yc zO{Ke=+26gG*~h|>KCyZ>8d~Bp?Jcr38JMiEX{E7|#=3j_L8FeoaMzOQ%`k|^4r<7d z{NOchl8)^rrilzDKGka|dNtI6ZQH1(6SirIKY)~tng-)7WVOFD9Yq82;5IE8+|a}@ zY~P}dWjqOl#|HV;+qHdJE4RO>jf9MC+bJZ+w`-Fj6~058&d9cQZ6ah$+o8>2BC_y; zEnvIjz6;dS#^7`9w8)ViRJY*QwLKZ5ot%_|XSHh$c;ZZCWSP&8CIBD;Qr)E z$5W7HBBdPl&W2f@IkZfvT1W4x17I?CD9&`{;9Wnl<$n3NVpX!yvh zx(GISA3?%;e5Y2IFoBBLfP@1?L?EX(-BC%s$Q+3pO{l}!xeqQN=a-gN)mAl@mP+$F zQVCZ4gI1Tw27iJ|m`7&dEPP8X%E_b^{aGa}CwW0Wq9k<>BVjq71)C(9gcnu9F2Wrp zww{bOQhxQpENDj<^U`AIF@gufj`Ch}kjpOwGCr->C9wK`(g-I=`TK%&aTye$QyL*k>usjDd*j2 z&1<|J(!SFQBDR{m#a|B)-Xq1g0~*;BjSm8ZZ##;6(da0?f>H6YU|mKk<^Lf-FzTe6 zYC0gjRkF9waiT_-7eL-aXG2~~-vGxisC7ALE!_6%A~l4FgY-HpWISlr6+}~Rg*DKj zxfUOWt2qu`07D@0c0lM5MDu7z8R~gcPwRoLHmjET-x9IGVl*iZE zt;NBCIvWuls0(Alv&3mkS@ExOvT_>&4#gI9ndW|lX72WLE0!85{4HJr?MPFQ_ zqe18oYjp91)%dh7osGlONH~LopVmd<2~X>2sC>)QIvQuUKCMe2yc?gU{jle0ogK{T z8QSwnF!wT(9QZVB`lmnzO@I$n4I8I`V)iq%EKJo&IJpT9i6ci?wOg&`))+di_AxaF}Gzvf6%N#qF3>Zg$hYMPuy>>3#VKX=E2%}k+QnC7C=#*?PL{ z^mex1M)JRtuBIG4o$d2;^iei4J2--c9b|qDDs_9RYT=L}__o{(IDVMkxVv)niKO&B zIeI$Nug%fZE<7ORpUcrl4xn?)UL?ek`LHW!1ek8~39&Oc6LR%&tPeM2>m>(sN47o_ z%yUz&-WozXRZoxVqMfi7AI#N9vyq*GA6S6WSn1XreKeFAoTpD{KhfK~Ktr^iH-Po% zGXu;iXbApbfSJZozYj3mAQ>~zoHUXmknYG}ZqYpso`0~%Y!f>En(Y0nC8*9>HVanw zOKYkikg2VZI!M|pidPIYMbkQ{PxRv&vOn4o4u@ zu~5hHkmG$kX_+~a-TUrx{D3`>qBD-;XF_i>A>0AW26UEzbIS=j{?Z4<+SOVnnkH6i)^><52)ivYJ}($To9W zR0xEQbF1^|Z)sCwRdqvK=8Xl}xFJtJ7=Jj(Y;HfCr~fvqnLMg$F*cBA31yYedOAX& zn*tm`0E4lvz6#Fh;`~9VBZ71v>@}z@ch;9nYhh3z+F=JmPy^{a*t}E*U(}<--gBGO?Zu9XkZ+Ol%RJRhH4tf2nb%S$9z@cZ0={onT|>#5A>7HOq23wIaU%y5S4EoHR`znNF!n^I#%)3tNNlo2HM0P4#4VsSfONXFarHQ-viQ z+XF3OcvYKuKU=pBLFU92Z)t<@^zRJe?c0`{(-JSZfQ>h8F=uhlIC3UdyPOR!TV1_p zPF1PAxpko4LT5pb-dm#DQH$*cO9cL_-V%s|&gcVh zo!e+(#lF>B=(1jx!9rKNs|=P5R?*Xr7qEvETW_$K$&9ttV995sw;Z3~;|5DE^}UWy z1uY^fMc@HOOPG-k7Vy@I2nXvy&uXJZa?(jiD8Q>sa2n*}MvL?$1|A0t!EYHY(oIhZ z5~kquMoTUeb3GDVl9<&-i$1!+RqZNkbd{4xKpJ`#NT^3d8(2p(S)y3EMkF8=e#~Sk zWNEcZu&5Z*QD94!;pfN2k{QGB^H*j_k&m+^W$uIv?p0Cp&#IZpIT_dGwo9go$mko zsfDh#zWgccy&t7(!ahsSMCzaRJH7<>6fD&^rgo+a&RZ;lS#b!Sz0X3|HCOIq!rtCz zp<(aQeHIc!1b@bCXTWC`8aq~fW}(ZTYd*8k1?%0PQMO~BSqj;#`8^VTAil6CJsJ^L z9k9^YvtqxcA7iLc30iU|U&t8V-fxLz1f5!#KnQSP9vrF&t5-v?>41fPj3Cx? z?*R*a-v8DC%TSUw9<*eGlD!UEQrN7^$|g(GXsB<4$?XiCE3M=x#`t8G=)^{DA{g#; z^EWzo|C2&o9+awPVZOdL6#wF1@+k{($~3nRxqZeFk3g zsy@1XU%Nj0<_mkf%1{IML^q(1!*%-yvILQhJD#D49dOSE6=`4(JzvDCD zO~STTl)}8g0SKSsq7B(>yujcdhQ~)6@|i`9K*G($mQwKQ7&!WGRkR_55vEEjYdMUt zH`)-x2u(=%6Da{3c}WR#jKRVN?;S{JM>r_f5RHT53F+|x8?V%gqQK^ID?%v^%a$H zoG|z8U{3Y6@)y!do7IrPFtVzJd_2)=urq)Q)WQHY0XPb;wi={o;)B$}llTp*A(a(b zqZVGr$E^lwt?CW6@IH=-H>8cB+JC4PJ|^QoL>jfjJT(w~RW*=6j=DxOrPIf{UGb13 z1#v>OAp<>wH^dt<14xEsm|A+kAKo4X z&^3y;_8aIkF6{xsaFXvhV8|wG7PlQR&`IH`0|vT0zW;!s51~gKG|**q;UG)ja}d-9 z{&fcpbfVfXUCoCK)SZt#WT4L;?>WTyw@K;KhYYvA?ihE&KqY@$oNNbF)7;^kt((tr6nMa&HdaaReO0{hu4?riaHqH_%6GZ+~u} zVbrP54Fed)*J_08F#5t^!_&SngtNRGG{RJtH*p{eqo%Uy3qxiWU3JLT2rHomwwIxk z!O*!39vm%2vF!e{d7mK(rkh3IfSo^$*L`D1VEIA&3~}E3Qeu#4Z03_qn@W<6g(jIb zv0{-FJb0W(Kl}@u6$q4xUmC(SBm=h|G)NjG9yH{#B3U@;pdk*w^sOP7Wkh3VPZSML zvS^WQM+}7lR2uB+C+KbHi2~Vor+7Tkdi?X320L65zA_}hW%gHwBs}daLn!;ZhorzE zLmra`?j@FuJ=vAjR70|d%SOW1QF=|TjZJc7i9P!l!G6nS^X+!t3bq-V&_}hv^s!eRL)o zAzrUD<*-rpjaCRG%l?sgQ=&0)lvE-lK*)n!Iuc}@=?$e%OKF~^#yOXVYz_WVXG%nC z;PH}z^1X?7xxwLB26R&?Wsr9NgSFfj6=-EK)Z>m1@rJ0t2$tI8_ziy;6&N2xg`X7c z5DyX1@TRE1uxL84%~X_RmMql8yQ2c*z-5#~2gbnVmgvBQ_Am6NcYiW04}ou*lYe;K zZ>B6d**jd07r`IyJ#T_TCC{5IY{Gk)?vAoybk1bem%&?W)aFV~nCO;}x)Ub4BWf*N znNJ^ugo&UV5mUrG;bbJ-gEyTpCE}mXn+(fy%?2_orv7f~%?#r#64FUyswBLo4f)X%v&TQ7ud(;{=fT%@m9G zoH7M6k!w$x=(P0hDHEN}l1`iGZLRaPX$T8;4r_(<0Q~bwQv$y43>&;(oi=5VIWF*w zDLa6iXDn$6?t`T8v6Ch%V}4eJA3p~rN1ZkWfDR)|AeKWaCYw zV8L0F22VX}GHa-?4JS>#B))_|h#)A~R8TgBAOCRH6wFwm-abrJKSD~y)6bcryk&9g zNmBqcnyHjeviF{Y;Xy@Z;llH#EJn>c@0F56a#QgV=pe$r`@AWG+JKbk=~es4Z>AL5 agG_dU7hhI}CL^KD@<+{9O;gj1{Qn0z%U3}F diff --git a/docs/doctrees/idtxl.doctree b/docs/doctrees/idtxl.doctree index 42cffc3def5de86f7e163614e6c3173cbcac7975..afcbaa631a05f643551e1567b956ea822558ed7c 100644 GIT binary patch literal 1835072 zcmeEv37A|}m2iNpm5{K8r6D{B(AA{7I-P~3AsHeN#Dow-kckNV`ZsX3VEDGw3jx&ymI{xR}bJthzy?VD^b+aY; zlB#;|F6W$k&bjBDd+)h7%)9l-IS0+bKmM}%c(GKO%;iT$D%BCUKJ70YsTL;2+)88m z4bwd@oxXlL>o2P1_tmQtwSqhC&w&z!VyQe*b1TzVPy0);c%xLV=Xm`Eb+^zcRV%W3 zab9tLalzHo+2SI9UZd0~yV@)N(9%d_vh0lK3w!dr-DxZc<>u~mClP?)>l>#TM9}1s z{`~Pgz|fd39_}w1l0X*^@#k|`xA}9+rHVVfZDKg@XY!3ktu#E*02~pgLrNocgnvPy zoUhm6A$*@#$&b;ug(DN=>c=nuS93?P%!I$7k>8E4ri;spUBxBE6N-lvPxQ~|zoPEe z>iy$+=%rA~_t)I(S_M)*MN?8r3!wLV9d?W7=ZUVKCHwwco(90!u7;e@uTnKcY zxdyEY2_~fzN(cND`fq-4I;Nd@0Hz7byV*R2J9d}XOX`M7(c(emLD%_DEX_l*Q$F< zBd)_p3@uC)8WT0Q?u=Gz4&y^7U&)uJ>ZN*4klw0}8k8|WY)|q*DS>=+2!BCQpu;X9 zE>?p%zYc^24dfqxA#!4tNxxI7XoT*W_Lr&g%wf6d&_N}U1OA!|inE}Nh0u3%Ks&;l zp?V241`dW+#y=Mu&f;Kg*jBB$z0OE!Y^Yiracdj8$LqE3UZ+y6jpfUwy1QX#Z2}6^ zU3Y|)?P24Wg`StO_VblWwUG}fU4PA0=dEmj8Xa`H8J67}d!6$HJVSNRxbC1Mi#XjI zH-e^MdV0A(kJXq~Lp~oUf15t!(78m88q<+G$Pp|C-^^C-&|5L}m4DE_>3mRW-Hts^ z47<_Nx@dB&Jjn2YxoI3&-mUF*nZlcfy04}F{LQH)kh22nS-^e?ksjtvoD9TVS)AuD z)|f|7!FXoU+}IitPlTC?2?TP`|awaD&AH6Fe;soD3ptLvpE4^UBqAw z0y>vi8)w|*KK(F3`(hku3lTJeYauot4btbsKsthfgqm#3ZMZdHb7gP<5!bgR7*Z~X zHD&Ai@GO!o%hHUlD5XP9B*MaC5a+TVCW(F;O(OrGN;5Y<3bc5b@z3Fm0N81D+^yvs z)tV0FK^sJ`@XhS<_icC*#!!7MUu(Q@qKd}X&A_Ez23uv6h?Z-?(GNnwe+QC1Bosbq zJyTWkfqYCBSR@Mw)U+oiey7LcSNwI8K7tYSPJv1Q(c`ki=;89##dhG$hu2Mgz>x7i zyv6Wdb~BI73<4+q%f#nd@!cI0?5^b?aX{J`r={i$);vt|y+CP^dSaq=RV-Q&!*nH7 zN;*uX*bbtHiTW^yX)ey!0wwxkVzV#4vo;2az-VWX7D=R}A;Yvd-(NU7 zQ7*Ijy7*-@d~PY8h$Pu^5cK^joUzy}OIBK;T50GJ4dHWVi=Nc2$2}_#VSqtr5L__U z$>6mF*R@Be=$69C&$YW8);16%nIzw*DCOJ5zw0t zwf7@z4Zx!TKnBy9QDBaM{t5v-v4ciE@(mloI9CJt47^$IctDa^&HFI|Lfoc!ssC~? z=eQ@1?susI|Bo>b%^8^jrY#lfj$3b(=$Z7#t?Nl9@Kz#7UEay~!9r3=0z&AScg`jCk;pp(eNLn5tnC9k&8^fST9_|8`C2VM|mb1jz1qty*v~ng`Buery~|WUG7Kngf(}dwL-N zGJ+id7gC$K%q62v#l<@L+7!6p2qSb~%#TA=Xbl4@SVaQ^;2teCoJP^b$O;T#2KXA( z7nB>GqCiWpv#(ex6rB>H8iwS)QlsePC!r4=-AtCl4`@NWO5h-VX@JwCo}6Zb53`Cyw;sT z7S2OiHb4w^gCdN=*?}HObL=6`#-EiS*ri5^1qmH@Y`if= zDvV5ojL}4Hw_CwDgUcEmLRE*&t#s<8v57M35T^Y`Yt=F5(utiH!IBKbC9nj4Y6Lo0tI=4=p1KgGI9H^GcZZ|uy8vgX;xPHxM*YrC0sMlHF z!vI;sbVWVas{kJmh>tYIM|D!HWDN=Z0}V1QpOe6k7;vmL!B|UR5DaUZVOSFdL$?IM z>|b`f(zy&KpM5p3=ZLtV7~M&Tbg|$*GkS@FG_SETA#_`h@G6?D$<^HkjUQ5esN(MH z1x4LWQQ_k91KcAd=K%MB)FtK~sp-H$?DDpO3JSUa{sOMC%s3wp)OlM;K?)69JdrPu zEW%}qQKqS?m7zeSSFDvR@{bA>8UnEy)3l=RZi4{gU}lGIjlmKySS(;{k2ra-w!|8* z(~Y9hopW{;!3ZmW@lvgnr<`FZ>^7XerF;g>p>8QiJ>3q3p^Md#T!wplum%m*kkS7< z*1wn{_%BH{uT1EB_>t5C_lj8hL@`0F0K$*J6L4J@`58qIjSAd*SH8wIGfNMF?r5TJ zz#c%tgF(=O^k_H;E!G3Y1^Jb0?Y)HPdA$uinRmu#`xAkf*D+$6&al2}g0AEw^+R;m z0u{{*=-x0EHAZWQb>J1?LqrmG-2p!~)ppkhGi+uYbSe{L<5S#xzN$Ko3w8PO)ft@1 z2m06aM|udb?Ske68P0YFxqa>g+F?dNx=70C2Y07XaK{@U7L_TdP#qgC!73#5jm41t zrOjVwpmdMJnj_33_$(g&iZ52 zknn-g(g2qW-3;h(nMH%ps-~ zeYc)-E`t%R?SsW)=!mG=2gqHJ48sGZ!7}E-Y=f9MGdpnc`k$NkB zw5i{6Q2&ike`461(t0MH=3UeDC~F9oe*vRJq&y{(B~tGu;q(S@)e26*QKb&v5Qq!sszK}O2 zICBoMQHWgb5Qb!Ox9c$AuLB%pPUn1ZcAc7@HeiX4g8|y>ph?QUV3ZhsU|7r61Zq># z5C-gJ$>9GU&8$8W*|p0%+=gp)J$outUJ8{H>RA#t8$F968lq?Y zopB~yyXIS%IiPJq5UNOatq93fQNIlp1FEP8@La_R=^3hMS-?CMim2(isfIRKfx^`g z_Mc1*`DdphF<1ocHy{!9wj;a{oUp-FXWlcQ@)oF^ka=l%Y?v1ZHH>-xKHN=6=^~_Z z4{Th6mODYpHX{-c1oR4uY*0)=SZexILJoqDC3i51yv_;`E(X|pLNR#5lW@ocWuBC< z$>H%{ja2UPUS%^vy72Zw<(r^#Lg6KrvJqZnL=xWkT34g-*5&;_W=AFpE|Jq4->Mm0 zLRc`kM0*QNk7EL?o=qau85(9{!2?*Yk*nvuVL?z802SfSOl3#~R9H}hwFK_zFoY~1 z03+W*Nqs4oA|QdndI2aemgK|Q74P`caZ|X4wG1;*gYAURm&+6iVsV=5`sxj^+48j! z2!9x{nhaka8-fC`1~W)8IBJU)&LEtIZ+JwEsYG1ut`{dpN6XY0tiRE2feeogn~uw3 zZ6t&s8qbsfe4GT}V>SX1(3Km2E$(JA&{hOxb8`d*R^+YOgyESr>CiHW^7RyG4*=Tt z6WWHYv{(zANaE|yB=Ong@FOb__~d~7CY&7Bwo6MekIrgc7d;dnG)HHFRxFf7>irKw z+U5Pq21{MR!f`V17f?B&f~5hmQEE7hUt}E^3e7*QS?z?VoG`9itkqNupp=-R4r74B z=8{GgYg6&c+gzMk3&1ad`Vc2Gc<>M~Q$*M7yUBAath(ephy5hvxg(<}1w0k{PJ-tR zU@u)>zYT;szpR7Gy-+zJzYy_k_ytKG#xJWvCm%%!ec}n@nx$raF?zwrl2VL!F0~<3 zKy9xFL@r^Jvf`bqth(g9gZ(7r9Skh4;Z=rHR-XTKT@D7qcjCYqny4q){!jBF-T&Bd^j=$U?)o&K9ur<|>@r-W=Z&>j_m z-P))rQS%-}2w`8K4R$&k4npOJpmIVsB+}ckAr4p=8*T}AZurymj?JM)`+_q9PbD20 zU(THev}|*27(JUgP(Ns1&12h+Mfd!d+3gWl-Ez*vz7lfg+BRq^0B)s`E_lTH9m%z~$);Pf5u zhMfW$;edlOe*{VkjEU#8Jtar%a3L=S9OA)!T};u-vru8LlwSO6?4ZkgC+{bbKhN}H z0c)^Rg5K>C$N&eKX>+`X5pCF*Df(&d7Nm z#h(i?9f0Pn13$}p{5tuGLJcN*U)g2v$6Nhk`46wt*Om2Mx zdk_0@1(42GcYLhN{C!|L3CNV=lLw<`ub zG5yDuk?hQjr*BIBvKRKR$-4eD)&Or*#DACi_~;}CJE{V}MNG}XZGV>^gG)J}Z_4z(lm3zX)vA0}5Vnh(k=(j@oV zIMhyHsHr4)I9N&cO2d%rcFZ?jKc9f7{SLTny18~88K)ppiVph<;#JdkZL2Z7%va~x{SkWGUQ8>#pNDn?p+ zVj||pA{H^cH(3ntTVgwi9$xCh9Nt5~91s|>?`_T2jr0t$xk7w)epQ`8ZMHh6&7=}|GUq-rycLu*AuHUxF9Fmkycq9( zhRjxihj%kgq^o|jE9cQ z;u)n<1^0Fo+-^92oG~B%bLTQrJFD*#5R% zZ07;1DQrWI?HG&uyKaJAOmrMh+Th{mrJ9$O#L@H-wlUhxLrx980V$ZuBXm1b@IaR8 zKws_5gqbD)A(W0fwWrm9fh5P$tUw3jMRpT9V3%dP_`$7|i>@3Q%vTcf5b}Fm1SqrZ zO7#~`;8EA6jwj&}h(&$8S{VTagU8Iu`Q4B@1Tr|WW9E2RjDEK>Bhrrw=vJ}h#?`}7ATW!dK1?U=9DBPmMs5__h-K^KGDG&7Nes;^ zmV4iYXB}`z9K zfPbdx`8Q7iipsin4r9__C_r$D*+YO`hixbp5Mao4?p;GTrDxZ1D?m8AV($srHEP!m zr&82w#bPhRzPh}Z+Q6x^*kY*sVyK*u#fY#rEQZ6ef^}f9*se183)&1RW4_UoxmG&i zMBeTso^Aqfck;HKxa}tGFxd=`<#65$efOLS8%_g}eB_->7pF$4q@;+h1{rYTh zC{+F!R8BY>koeln1}O9)vw?q2tV?090=Du%3&w!dkf8yJW zq~;dB!-9^JP;kvJOkjR$1q@eh2thK{=5Oi@wZV+;KuZ#J?~jN~+@0ariA% zPRQCcWHzjg9T02B*W#O*x{|{}?r40grd^M)%umn(heZU4#LkTPuJ{%U5qAZ)lJRJ> zBHv;$pPzj(HduHchp?@8=0f=I6Zq{c{Ps!t?NjhAWHSZdi_q?#uRgg>j(Hke@1Hm& za{q*^pJLm@pt)^AHraZ&MDzBBBbqT2`Xua?6f36Qwgc^>!zJ-Mm$u5f{-1YxGlQfE z+`@(XXVe~slVy}8YC{Q`yEC)tV7J8CV$(qZDkWXNo`~%rdi{&~FxS6mp8=oY!Zsbe zEWWcgR=@}hQy1t#H+|E=5Rql(Hyyk!7R`u7%Qq2piS7>h``8Ym2aWnL2Q7Bf!AIgd zYGc3%1e*bCT^5%tm2&W|L7-=F$?}*8Wg5Lwseo%*sk|6~O|w$@1E?=nDhYA6s&)w< zxRxuGIk`~gQm$j3OAk|fJL}<&DV8}MlA%NLnc5z??qpj{&H~4v5`q ziN@8;>U>7DMz;!_`SAdnw#hkuNu@y_xM>FT32iY}-Y>&YIN&uq)AhVa^#?*TWXR_CcG~ z+HN?O04L$6*aq_|b_EIOp9M)D^X0sAdggM-z*sNB6$6llef8=ASWUvU9|0X)i2*kO zVz$9iNK6RX2lEq{Ms+u=CDrj~cGHfYj9j0hG{taDgUj>F*PS&C5?lcqt(MExeVEfY zTd7w1@QSH?t%ugY;b~oD)!y~zZIHNm-Sz;H!-=d!?++w;kK2l#_dBdX%h_Qv;t#EM z`ZhWPz0L%z>a8(`JHuWrxmWJgwks94!H3IHY~uNV<7;(@l3&REWxn6T^QgZS{;T({^DV{8wWB4 zMCMvvgm0P>EI%N%kFyDqvTn}f!t_@7cDi#Zs**ag@URG)5H%to19BG z?cBQQS+K0klvoBB5l z5Sdwf)^vDgqC(*dGvNyt5bY zKVsTI%jNC&+Vk&n%SuwqFt>a#09mv(#&+XP)JoIdc~A$JdC$hWgq(hoC}c%g*N+&T zU4<>g-%aiHQ0u4T2h+oRGQu5+XTU>w*5HHO!a>cnDF>=a+Bv<>7N(k*t+O5XzrZe+ zky4E==P6VnK{Bdi$N~g5+CI=x@MF9ITg<>Hn!sGr^3r73V?rBV*glh-^Q;mijJ{wB zQYBQJv)2t~)}6Wb!5iMN?yPk=Cu{^)uRg1P`&QVPzxu3m&RI=agOsJ|f8eQx0S|mE z_iuS}L9Qu^CmUqI^?xo|nVdoI9G#6%Y0Wqy+LolKDdxk0u9JxQ2-MNU9HF-m^P>Ub zD_E82zOeNeF^~5D{rP0iO#27*u`32oMf^?_<|?WfWrDTZkLdqp=w?K=TTE?1vENM< zx&txLYO9ScEw-ZFf@pVnK7J&%RmIW~H&;)9`Zuw0YHKUnRv9Fv{X3a76eG3L_WrYX zr69xcK!!Vr48}%*7P*{0WYr~KC&PX?vp%JEn%#qNL#_}Tob{Q%3o3sKDz}>X`TZL- z9MMVuwFh63;=GK5_;%KTu?@(7Lb5~s$c9WILiqq8V#AHUu4oLCEiGO zaE5Wv9Q;VCuXGMN5eE2=j4tt$3g;jqp$!M2HheqlAifq~(|k*ESV+glw`y`T!g6DR z4md1g!V_`T_^$Z+s)!Z?1IXaHS+Vu{>bWqQw7z;Ceq-ya?Ay$&ulCASNC*$KUS2&p za(Pu$PqDgsler)uT5P?zI^##t4{xH9FdjqRn6}~-vCl4B zj9B-5J3*Id-S_>m9YhZr^0v%4sh!;!t)!kAiKs04gO_y2r(K z5IwxqhdI104x4w!ch$xq5fCT8;n(bsf|X4Y`I0PvEN2C+V5%+fq;j zZ}omXQN)Ncwsq$ET~>hb*dz81p(h-n&|%SZcDm!z+~7^uh??*2M!37YyKHb~aZJvO z3!w6c7}AO2m^4VyMwJ!`=N;hCzJ{o(-$ea{pSk|J4aEWijOWPjC!Er=>yNAe;p~dN zCuG;uq4NL1zToN>8#r|q!)<84fXWFMTZphWEQZ7J8rFfa*s`l+o?4xmGuJ6*@F(B7 zYh%{d4i#3$bAjBXO<7XHR!qasRC5g&{!(f-wkPPYCBS+~muCV(iaQUNKz&f>hLA>` zsMeN_!p>uxfUU3sj0-J7lT2uLooljg(gW8An31K&r2}Jd+WG()T_=r9OQ!b*kauB+ zoekgXlK>{(=!MD&Cjk;%n@Ir0J!BGik{`9c)P|k`1&40LC5)t|f@?le%~f0T3pu__ z+g@b_3|DFhK{BP*i38Fcla3y>t{?_*QIrk#I&0%Nl%R4#)}|q|VQuVySUbKJUw-$K z+gjv>#<$A10%*SLz62d`SVU0BYAb+#YEP2LnP|0p5+@*j51cZDzIt ztb*G<;nGocTV=M#iB44SH17m3Yp2)xke0jp{1pp@52@J@_N7spN z*qkrd-R6_lhXoN6i}%ehOl9)vSaFJ9yZ^YX>tETiwR@8wO-uKuC!-LVx!OVNLydYw z9hKWX?Co+t@YE#Sw8v$Z!Uw!$cnXy`z#T7Rt;@d(gAYvh3$qYlrSaG>F z9u$NEaQ}84aywUdQTG#_; ztl_vJ9IM6zA9P$B`W`Psbp)pF>?@YakomUgmTH-XJ2qa$13#3=7S1S6)dBoQzR+L? zodFZQt~|c^OeTS1+aj^;s4d%iF4mxROvPa>mtuD9hcL}$wGy0m$KzbU9)p=xea0X4 z)9%}<%zie|ITYv|+yJ!S8Q_2S!|`VNyWd&M|L%wE-1K+9v!4Im@8ohhXMZOlqN67W zk~_&DS_A#Bv-s9wh-lt7k7+D52Sm)5!N-bet|z8>kqy%bSDf<=CX(9+^~0Br7Wwn= zsIjXZuLOS^uCar|m-8FDYmkt?=~WiqEhtpW^>Me*^s*Rv>A^y%vJbqA;`ElKxE6C8 z;r0fC?Tzpu4l8m9lC-qwKud`z-Z?tWYoa)?!@S0Db!4iE8IV&Bsa5xdzL-ih7U1M}TG3 z?wJK#B?`dhZw2-IrOc3-iy!SmeGpWRbFOf(Y@p`qTS6^!%*{SQ9><#E2y^+)R&}zdUJ=N=2N(YTKrZ}4-?earh)qE&O&_% zOzr~WLms^0Z`BcKZ;GJZmj>E~Ews^&C<^RDq-K6dYUbf4HIt23Jxg>`NMLO~RD<;wg8H5`P=99Dq5gM* z`ul01{?4pJ{cD2yztced%UOqd$uedVWbmUMlK`c00aQ+C5+sqv7}dFwpglPav@2|( zwNRb$MgN_&EcqYNMg6(x>P&B0fSUPrROc3^nd5CmpNig`peR3xOI}(uBnSXs@zQ*| z2J67wU4*{>faU+tR>eHOE~`(shlEbOn5WOg{a5 zCSYM{D_#wpWBM=N>zf{By*52_-N&yH3~jcg`>qFCg3yfS$og7TrE_%BeSA*wAB1p* zwPmV%?|i$2{z&ouXNmX!)rR+VhaPj=e3~&`ypraw@h6Bs;~je8RC2%R+XS`WGFBTDZc3*5bFK_2R>rrL+h?+Od?7L*_%}gqBhw4iUi; z0k!z8pgx75cG5t7Vuzs?4!nR`{8mt(Lr|ZU2I_U4g*wJ6-A>SMO9Sl|TWI60Htx`W zj7f=Stu{^HosX0GPz}~Npd&Wv`rcWG`XPe)M`@t`_s&8cqdFfaXn&gq+F#p3YoR*h zi*kpa4A$tPVGeyYf&IcA`f`Gz+@UAeD;kn!haMd^bm-BffdyOrR2n-lKsgx2p147| zv!;Rfrqj7yNB~sA6fjf#e7f2Xry1Mcwbbzq|l zYe1xo#LX*t(Fog?0{6m0I%;=>Z(V^5w8M}pn;-|6YZG$kio-Xv04n+p6n6ap6oiDf zbxJ3jHP_=?B#u1maAsq!$B(2oX21hq0RuV!^+Q+RTW;d;dm@KAILs`b5J2zPsM;d< z5M4mo6PFPYE=@s%V}J;kL=iz-?>#IODM-fM{6fKZEx~t<4Sc$*cq{;S6$38bRpc^F zc-Y7^V!xTN*X7y2D_k(s3S}yRY%Ppod=}U<%nj7QQ#oSnJjZ^U;R?tUX2_f*f*Pmi z<}uACc$@z+yM3iqxBM6h_67U>G3FX7#u^8|rYy0!oF+rT?186>dLJX|ebk0}0dd1A z>@G&YkRYe|2gedt`A~)L=bsZ5q!Mxi27cZ?YkGh_G%Tf=oejFmuIJoBupb z>&*sHfKg|&OGVS2MAIEMG}T!cwcllopov(RXm7*9*a5L{d@VlTE=&#!Ded@H&G{B# zQS)tlO%Bga9suG#2RnZjUy-B=%4;#3>q+0#Fa)cAP3XJiRbP}`R)%A)0~c+7hd0zHG%%8?<07d^Kqz?$Zk5dbvJ+;T6{hugn| zG@DyS5r5j-&}{!^wP4EnZ4+Z~Z!AtFMwAaO!mi0!GhU6Y1zl8Pkv3~f2J`+6;q3Ch z&cO}WEIMx>u9&KS#*_#n-&Yj*u4xKInY%?cgL^@{MGSo-_J256Re8FRt9gK*-?QwD zS0SYbOC?^tzXQB=%M&QzN$A$458NnY=x9nDS z!=k~SUS}WdG^tKh8oXB-)~`FGH82*?x!JR70LoIB&>40M`H8xV^~%*Me8Cc}(cKLTGvgWw@c1m@`X!swfL^L;=1xXZh>t;f8b z@z$B9ov{{S<95f{dW_qcVGlZr)LSBb5i;O^qyaZ}H5|rvHE81|CdK9#QhzbCXqgo- ze6IsS046UoVJPP*6}@XQ@Yn$sf(%HSnt;5%2govpdl4mBBvX2)AVb3Hl?`9A$P-tI z^PuvHP&wgF4ictla}K6#ahy`qxsNl>k2dVE7LU{aCP7iYtAsSUEi4Zv=zzl_ECZo= z;=AH;Ibn@~z)Qo_tk`MxxSe;wZk;;^=0o`7&x1*^G&1cU8#R2<4w(Y8$ssEP*l8THw?cj4kP!)( zM^WX2*DBc86X%bG`d}6{BrkgZ55ej3{*FT>v{|e=W>Z83Yfzx?T@t0(YGQFhPym#m zWDQ#-_zCEel;9`v8&iVpTZ9ty2;4M*zJY+ibMrV>7oOfi7xFeD)gjm2F^dfSVLUHD zGaQnL0O0a)w1g^)dM!DKX|r#04hUzTcy0C#S=YaMW|Y6AGSmM`p+!agv~0*xMN$R^ ze<5+E5e~>rcwq2nP$_9(@Q<+_Ll+gJ| z4-lRjHz9EmlPSNF6_!fGJ0Dr7%i9>sNje80CK&#kah1V{bS{Srh}0?!xavt72E9%q#^a4rV^8pVk^MGehhu!XvC%E5Fh=diS>mJYN`S4_+YjX)GMbP*&>Z>XM%dy zSpma?dI$lSx5#awET)2b{{PHMMDNMSD6k*znTfob_Fj#A(&fF%hR2xq#q}5l=x$<6 z7H$7v{EP?1NHC(!DlE!3(`t&+P0#@kiVY_y%3&e(YYWSz2|D1gh&fyMB=KGG0G+Ug zKzOBrXjW_;p!+PqNWSU4_>K9d>|2Cy%ALG+19biTG65E-64waCdZniZz0$B2Quw56 znCTnVsJSIY-8|I1FXgDP>cS}ve<{U^xuib?+DAJj@h<82WnKTO4!NY^=mZ?nV+@B~ zk%x>V%`FX^R8#F#`HjTb!Xf={s1&y}pnGY*U}ZHF)a^lRCyjzW@FM!2p=HbCMz|R6 zL@$O)b}*abulpbZKiqPnSjPKLq~#2Hmd8bkSF~TLz-#g=zXjl?@hjIOMft`PLY=ux z-$5!Q*?4jR9RV~Q4R)-K%Z$0@#K|_`Af%(;h0-J4&W^Mt^@w)?a#)wQDW1`^ScC9N zXIN`60&nC{K}bk$W8d{0a7`|Nh5zQOYKEuytuwem#Mm0ZcKGNKWx9hVv&VJEu`t?> z@+O)(9H}lqmJrv;(xo)8*MvL&J#YpKucpa4G@@{3P2X&S*+yWm2S1AnpR8fLi3j$m z6kTW$_OQ@tepujjC*iIOydkGi&4~0TxJL$3pTKSs$g+YL;lRZsaA#c}mp|!O5B9Bf zs^7JfVJS=c_LX2ui$M&;PvWA}LENWvfU2FPsuHjrBw*WZ1zH%{ZQxJo4qu>Qv^c?()1o^DOsA{bac|w^zxQw zH%;%Ci1)u>!}}~?z!@KJ-oB49U3|cRr|G?i_%l9DZ|j7&4-?c6rh)ng9fn$@isk$G z7l_|#a{4_%{kt?!|8Iw(7AcSg)Z({-`iNtg&3YJqM6Su{UJSQc#gvL1awt@ebCNJl zWWymMnXrIb{8mu+5Y*jipgy(3P>Zy@0&4MFL47_!y)g~c=XMtAm|T-r60}#Ofp&*2 zw9(!(G7(SH`xz!BGn}S(AE7_dF8X+_UoAQMRaP{0n%-LoYCjFsH_tlMe?w6JbsDJe zn02WCnV|lsG*I6?>rj84p#EwasJ}exQ2&&mel!i#k8~F57}a^uv20TPQyOUhU<<8< z>WnYS)AW+T8eKFjP4C_W_6twbTTf7wul7jbImp;|acVH#EubQgcMas!i~*vZFSV zc%6qINp04EN533q=d+>y6YbG&Cm1^5(I03jnMa?FPP#|WTbf;u{$0fTe`Uk_x<`Km zF#bCj(O zl*S{Va>D3I5^0PvOLGKmZyIQOY@v-e+qg&nW;Sv&?9p!{^tZN)KHmLsNpkczv!baz zdY7Osq=EX{S%-Q*L492ssQ1k})NdfDUzY~zTV@^VzbB~Qod)W^nRTc?O;CR_4b=bK zS*T-F=eG&kZ>E9v>$cEZsLuGJ+@mLhHM(e+M}KL8IhA|#&q+{}d-UXbMMKi;(WAqL z9zEY9q+{OYqSa6>SOOvMV?GZaspc!!u zN?VuK9DO{qbdJQ2q&7pqdp!Y&u?*^md#}w$PRwl${&~i}L6LDLlZ;AXCosbH7cTb$ zPo>qw_FJw>f&OuTem9|SY}!w7zsNaO-SX}E*ca^Z#n@6P#npx?|8xr?!iM&w#U<^$ ztq4n(_Z%BMbc+*j+qf7ix3W07pc0vF1QiG8RMvs9m&WgpmafE-m3Xgb(S|%B!Zkt& z7~Hkg)Cn?76?iO%iq7p@0mAtWdr!!3M}^T&fENBz0_fe0{d9S+uz^wMB~(K%hsp_g ziHK^$OW47wtb_Pkd<*}{$zdVw8Q-cIQbt&!CZM;{4#tpsIkY{g+CIbJEfD%HLT6GX z@)DC5yCx3uBL%MfNOBuTXv9_Bn!#OL^+0jQN0BYMyu0zE&3S4i)W4GrN?X@x?9fq8 zNl7jzVY8QUGXW=v@l4U=t3;FgQ_#c#ntUOOCfZE0xq}G9Ow+066fGVkTKv$47P|I8 zLOj3-5g&=zZ9=8U;E{N~nbXB&>HlnK6_}P# zmL4Z;VsE)PJsCz~j!0Tujr-w*%QE~(su%QeM?{uD<%F{a;cPSR*a3}ud@Vj}+>@LK zNtea9YR(!6OVq5fc1IpIm&2s7b86hZs8)j=?{GsGnn}h^c-Y-usW#y1O*AyZ^w$F3 zju=w;TaDQ!8nZvM8M6TY;XN7WvSAC+<(l4FWs40cC#yONs~v>Zb{nj8PCOk@x|E@m zNCOe}HlvR;Q==bWlXK%n?&EU%j~xt(ugH%giUTxIQJyF=E4Dt0I0eL@qlnkxH+B?} zeVdu1h-dIAZit@B-1L`bs;;7YGWlX;U5M3wzrl zknr~scZ;Kle+!l3<{xoX4->}x6)UTu5b#13^nn-AM-e~M4$PlO1M{KCl#*$QB^BUd zZ-MM)9g|(Z+YSofv_`?yVER5}F+|^oAyWMBy%XV@!PAsSh3SgugOm!grh}BP1W3~y zq?~gC@Gw6}Nm#RUem)-8S>9nx3*~tq8M2yWGJDO7ts~b)%18iYSjC`2#h1`(5BU1>ngSUw zW66&j)v8k;!!yQ^WePs3`xsjJOnqW>v{WcTN_rKEaChPognVGPsIlu%}%aTm(~Fm<;;gy|6UOZg*(t zYzEUU@Rqx~Bo)2j7vNX!V;Cp%f%Tcx=A3O+IMClHLS`=rDB#j2Bxi%WpzDn~Dt0+V z1Y``ZCN5Pn{5oeTE8@gFObu}6o?n@c5{(ig&ieyzyE^Qd@qDA<)+*vi{L>mm#UbYq zhn&?eha6^bNbB?IuLb3OS*^6YRLPgwI1gr4^%;KxKjB^SC#y31fxpo315+U9IBWws z-!AT4}cC)*i{0`!?+im!aMNm1D9RtJiRyM%#5mbKq_f5nLvAfBanHpw52uss*B`tRo z7I&q=;zJ$ALg+)W)0wXiEek$ZSbUkV_+lC?KG$I^gbo)w`UMuj=L(BQ2#bf(VDZDw zViB{g?+*m+<7uG%jV-j%F)dVfd`I-HtkoIb5q-jmOtBu1A2#t8;Z@>ZpJSkMTqqTB z;^Kc4D;mEe8pNE=sPTzh6Myr$V!5@1#XuS?a!)uG&mkJNf;v2?((AAb4%dkQ)-%@+ z68?`+qjUrt(_0!qnJlKrGt`m+GpCx+qQOrx`Lp4}0BlKU|F8a8S^~K52e-SI% z!pjO61p9SbR1O7XQ*&EMmm}2L$Z{ zX`ubCEwmQmA77MvS!6gw7Y*~W{*`H$_{b>tvOb-lDEG3++>C~#*~>yB6}>DpK43Y( z@U(81>;I7Ex?C;nVM~N-4>(fm0*=#uC&`mpa->e!PD!jnhfFB*_(DpvpKua0Pmjls zq~>YB4ax$CEr^8FJLqwS*K4dVYua`Yc0 zoZ`hlFr|x`b6N1YV!4AHHd+2D4HkcR!m&7(uvm^CNvC{W72{YO36&E@q-JO=`U#7^ zG+3O`SuA42e=|XQVH#*R*+Od}{_#b*8$^afbkQ(3XjKAs=Wb9oK~e4ok+~TSNwXV- zMrxEBbf@M9u?>^p3c;S>DF=`0!@f$k^t2l;{uu=~fG;{da~GL#DQO*C4Rbd4k@mxO zz}8P@$u}AhzER?F6l%YXnrdQr8Hx8x@gu294R}%gz@XPN34dZ2lWrv#I^ab;{aVt! zD30CidQty|4A$j+-Gj%Wu!W$9|n8o`bq1+ zD_Rf7kp{q5S_9kga1E*TlUeeUjtm(op}IrgDfRtR62eDqgfQUioC$37Fq6Y4*4Oz1 z!O#I;=jqpy?(1;uX4ls_?-XWV58_8V_Vrp|va_IaLd$d=E85c7F}xZfF-V4&i-*%-@uMdki$4+;zfXh3Z##=cjQAh5l1+a{;72>tAM*b)sGM;6BmTD# z|M;TZ*CE3px@efM^E+mg#m6VPuk*hNigI6v%*|*>ntdHKQlosG*UgMeh zdQk^o_KJK{{JrD!Io)(3s~hU=%a7N^(wGCON9awjUbw)IbYXEk)CJjvFw0QgtznXr z&=X#=x+B__PoQ_UV^Mal_AiQKVR~7%q9@Dp5^8;KcWE!A;sKy{1ESTMAWeQ`q||^k zMUY@al6J%$cPk@ESx8@md4SkxF#2U>J|oDN0e_lKs`YT9c1V%;!8kl{$;g>Ml8C{P-k7;Em2QZ*s50bZk87LUyJhScbH*7T^}LxAK| zS7iV~_H3wLy3P#)u~LQXarrUGOIAmOY1^U`1Hr)R9u3%TMkF>iVXdN-zm$3MT$*GqvzcT9zWg>I|cgZ z0Qv<&-?%U$!F41PR^9UJA+RsV@{31kL-*Ti$(WPgFTx$Cq{S8Y+=Q@nd4FkxhrR+f z2$f$3m0Ou8dounpHd7q+hB?9FDR%i3tQWZ&sS{DOlosMIa_*=8K|)n7yOzt2S(_m?>J=RUtqHY^oT0Dupc-V@IX1q2leQ5L^ScQxd2wZKgE# zQXuU$*It3AQf;x^?LV^7Spfx)#?u3&RSX3`7hO7Gwb2i=(_dJ1%9T0x6sOFyn(@$Q zrN0EImbD~K-od9b{XYjk+KF~-1Va9i2zlC~=JUK~XwUp#GJUOiym5Lqp_WadW0i(Y zreE!~E7>pF;AWFjK#Xhh3TjA?p&>oG-61_6hV*c#40*Q~`HRWLeBlHnH=TaNw0U0J zYdPenv<_7es-9@s>qEHVFgRY+_uvh00u>1>+YjFG=ICIDw#9{2?(+KE#r*=neHFt! zJ`UCcd<{jjtf*&j`FU+k`kWa9#PB=N*mD1TAfuRmiI7RdKmsboT+c?zc6poICGdq% z`B~`*d~(YGRDg=!3lLgjsndWKjHNY>V!zo5T#j$A#!;*;Tqx5n!kYo%=chw>wXIbb zz~Aq;Y=G)7_tyfknAxBai<2lagr|{iAJVMLn`oDG7enP2+LA8XxA0yDLhHR8{==B_ zsVKqZ&qJnml>5^XbhVODBJ~*E6?VW?#8TF(p(1weJQyyaXg9LTz!;`>q@mrmnH_1)wryg^8Q3BC8Rm6sXoMIg3P;)*)|$PswUb;Xv_fYa zRa475Nw(gBAMKc;mw*hvm89)d_z(sKrIu-Js_c(l76_9aE4hi68Ae;(4d{x2MhwJB z!7_n)UQ@*%CEDKIE^W60ZSN%7Hb<6?z>I%YGpQ^Hm4r-Yq`*lbKDM;xQ{4dc#em_0+HyReV2^Qy8NzHm)vi}e&YN_P12v;DH;nLI@h2i zg!dnaPnY*I8(QeW#>=4cqfj|vu#tu-ewH4FsaTl-IJoyD=zw1vND>j>0XG9az*;rT z0RP^g{0hT1lL?(5+nO9hr=qqd#mEVfv5c;~j*UW0FxLse0=iYMgw;FdG{!JT<3~GF z!VVbE!=W;)*fguHtf{vy4xxEF6ent!I%l~{dH*@T68`1_ib{8ODAmnX0cEYMl&av1}LXO?i zK|%{McC<~!-!~yvuqtdr5uLxUgvu|2$_e?K2Fr%Oafny44&rO^*_9M`e9@TM_2%Fl zBZ43>yDBDDJ6q&HCw9%+cFUUQNA5ie4hfqdWgteIA3sDx{(*Lf{P{2qrbisNv*1l3yKSpff zAd(HGbVYSFRQ?fEPN=A85aacTIT7Q~e|2DeWw?3GG2<FT zC~JaW3)|E*%~kw9HoPE{UnH0>m+Gvk(9MYp1*k&k)dMA^n@?v_dLe!!^}PZr)CJx+ zAL@s0md z!FlRbbBY#KqQ#gEEp#o8gzy+45(z8O%tlzTgDZ&Adh%UAr;T@}JpnS6ojkHz_!LRC$~gKuy=xz3WM7TgSXjWpbs=^fj2Yo6Ad(BYBSK- z0S$C~Ej~l+NDd1rulQEY83JL6njzNh$d~FaOb|QaT*pOlpLh+ABH)%-V`6|SiYwKI zLwACQ>hA@-Au*itw;HrB)1ZCPX3zp`R|HhVi3xZ+ri!i{X+-Zkty-;*xZv6%pG4Hs};86wSkYShZ z^M(@&aEga63C8m=`VGTSsF0ti)9vS=_~=^hj8O#OF|Ot27i?3Vn)|{D7jDWP(JT@T z`a0d89hg$*F;vB1^IvKh|4765dz)blFy|N$`ZsJOqHt;4VYE2jCZ);5F5iE>JGLSSjD8AAJD_eYxc;K(V zE@VSl?6nu2tf6Xc#I5x(jg&2ZL6%>r`lS6~>VafOwtjnAEH7q@-zt9FpnLJI;)fA| z&jSKmWL^KV{wv_zWxXG6YOj?FrF=gq;%dGBk_&fEmirk!`WdChrv^u=1vnMT&O4%! zU=UGaI86iffJA6n0A-HxL$bhJEI^w1v9O2BeJWw1KPpim)(A|Wzs~FIfOtO&cn?FR zI1v;ydJxK9!^##FoQveB1%VB|S?+63Ot4?v4%pXOgB>l$0>$qeY~WpuaG@Z3p96Ul z!$3P#ijh*bsOF9~^0nP=W7W@G%6LozJ`Haippys|>so^@vv3SrF%pP~LRL3*54kGAO zhdsB@APWShM4Kv-PrMHyL|xtoIAB8g1vp&Oc8FD}c;ZaRG9%IZ6p5M_t&O1kuH%7( zbR3@1Xb^2QBlI-T2d15~wok^H;6ybGOyMb3-RsCmaii1d;@mRRn^;)3Q15l}g@QW{ z=g9MwDW^~!8!lDIl7(Wp4W&@b*Ybr1=s6a<>K^azb-L^DA8h4@v+LdLbo6+wT5#*& z4)uz2!1P|XOwVQY$0q6xrJfOD@YI0edaPki*vd6 z5i@+&h8cuq`U$MGV#`8crq96FHiKU0g^Xn4Q4GUaQ~2S!{ohj{I~S1sE+P9FEi~a9 z!I0Ph37cJiZUq8gG{JsBxggm?X|1`aJ$4iXU1Cu~sgge-L=X%lh zpJr*sk3x~Qj&ahW*dGJ+ffWr&m`_F=88OR!@zd|lZ@ekvvK zu+3^5_Nw$c@TJba;5-CBYVgBiE^41EYlsC<`7Ed$XI7)w^A#>) zNE;1-Y)l#=z83dtzmZ&9(VQ6Hs;R9ImQN<=fWso}CSk$Fcg4MHVUJ2HwGHoj0tSS< z>%I7mdDraQ%y`%9>*Z3x9pdXl5IY`+-?VNR>u;Z-Om*go=c3z*^uYamrySTw9Josx zX};%WcbMcmMb}lqmoZS47G&n=M`&E5z|30bkagJ&LLz!2(Vonv|5!Z9Z4w z0rUBCU;Z`;@^=y`iy*;YL!~%vCOl{i61*c}S@gCQg}vJmt{L>UPin!B(f+prvdRDc zO8`2J|NSMT75Bf10L;0(8EKKk|K3D<1jzYjV#AL7@s$f$4$$?Elckhmjr>#{ysrj$ ze?8JI??6kE&%Ey;{9WF6I2uCN$69J^0=)@qtY9?wrlfq4byuJi@q5ktJeTyDX& z71Fh|wj#Gyz==`JC1ub75=)ic%pTVr$HM3gH{7xDY7G;aHEI)u#zf6^veKZT1>1TL zr&-P+qQmlx)(dXyfJAao29gs%DlhPEv0>QZ(ddOtRxY#%kr8<7PCBrZ<4!^jI$W=5 zR5Q|RhBn3=p%<{{g&YDE$e)F++)ci!hWt5?V0H+FpuS zZO-^y;9~8h)8g$U-bAE{M4CKqkz!5Ad?5hiGjlH!KACH>*^)Ur6ffarM!b~_#O#-2 zduS>M*P-$D%Tcnf|AHB@2ql$q-YzQBWqCM(7~)xN`9PW|%;&c@W%?z47N*Q9sFc){ z>1Jg$fCH&+0$_)|UG4{-n!|f>J1AUWje@BI^kpDnxuG?t_{BRN;hI5f?D%NuiZ;X) zd`*VfGJrRYAvT62<%SsH&Ww=5kqk);vGchhMm88m;&JJN?H&~qw1}WPS)7C+>1U`N zmcAj$VBU)m`YvyZBN47bbY?&b;G)S)YYRr(y^^-d!1I5Xz`A3k#g!(9QyUFDu8PRU z?a43`&(Tf1P!kBuDl~(INyi&RTMn$I46c{MmK~NYxJ3JRy18cSj%hDC@O(kU%viw~s1;(fMQ+&Xs-7{c%;p0#51z~>0;d((jZueM-Y=z;j6{B9nyAfk(g z-Ock42_|oTH_v+#6y@6k$nK1W1oa$WlGm)&+eqc<8;Ewj8&^;GJu{T)99Ig~^g3tK zuD*4`i+<*MKIrY}-p_u+55hP5rB@`%?RRF$^Eo});0Z0Cw78nW=C5M5-(37iYWoE| zrK4aLn*;TqXiw=_f}sPR($lXc-BaS&&90}ki}>t$HhiZ07>5IsUCstLk*Bnscp=u* zYx0PMbsqGfl(bX{i?K9Vcpb(f=n)Alg3lEee@R%pJPj5v?JyQWk4RtPyjxx(V$UN+^=!H=XD_*|SVZ4NnOSm;PKX;ap+MpbDQz-F^0~)GJ_Bx07jW2aCZZvk4`y+}=p_V02i%~i zUrV|h#Ic)QH|UeZXCJrWGkxwo7MSdx*Z?PTgYG6?h_{1+?v60MgU^+;e3P*FMj9-> z+F>k$?vB7B_*`M}AB4rv(qQpuhp`B{I|7T~bA`p+K4#4wj34b-bI4JD>MRy9c2E~V zdt4f5mqX=*RvYnuyq&<^pnqgEm|-{QTtfexcF{i`2J6h^=&xl(e^0+YO$Ih&p< zmfJyCY)^y5r5(nCj1Os;NGyWS6&5AJVs{!WMmmgzgr6eP5{uw-g~bho#f#Hm@uJRR z5hMO@Bxr9<1MTZ=p|ueI_@dkmBEuoNXqX$cKY@njZqQVMqTCH4b2A!}W;Y0p)F?OT zPR$Ks8!lO9>++PkQjAg@gKu5`cu}VSgMOJw_!H|z{g`0rfEV@jYf1N_ICit^MV+2w zHt(tU(T>e~5-{1xP&uI$xq=mKVMYbLC1JS-pDStEKv?{^B;{SgH?H|%W`#W1`EyO>*DEFes zaELA%=0!ckjI#L1C-4qR8BghNRhxLL)WGi@FuOs2%KXbbd~sWq^6+Zm(Mh z8|cs@8UW?E1`ZeDiqU%bj?V{}_e85os3gyX-}rXcw$~jQGEzcaguYWMxg|(HrM3B^Wy3>pcBh(tRC{-R$~0uO>cwl?|WiD@LaSlikDyI9_k^ z!#Ot+FSIgt46jB=Ow)!sB`xnFEdDAD7VqdV7D1mzcnQJh3X6{s79UN6#fLkLMbM`a zSOlLdEWSoqd?gJQU+OFtF~-hg1np1KK>M&QwDHCO_jUe)wK~JT&Z5<9npuD!Nv9cI z{IekbbD?s=P{%>6Xp2xsU`m(bAAGJ@&LJ#Tq`{)A!&n5&5Q#Lxw|i(J)`{%2@$0+VHk6drif z4J6GNg>-6t!}-D~i$IEd$j(A{Gg874HXM-IrBK9t`85~v^id9Z%G<(* zP9{`=>X3<#>Id?#Oo_CAj2R#qi$3Oq8P;VVrDtitC18|mpFMT-q7J_7b?~C6VV7z- z@Tbq|F7QKk-Gg+@4tNl*kc2cac>M~Vxyw7SdOA`aGd zuOLl+WTb?$hY1ti243}0cShWC7jhqh9D|Uc%pg&R82z#!q)euHXHBT~aH13WK%iCK z4I6ZFDk?ip_gH>%s9r3MHq`ad*Z}=O2%tb|Y+|gLw4_R~D!?l#fEBYN?r46Z+}Kd* zU(+Ms^r4b5Vd5iV0K}dR)l1j8VGvcSkn@Sg3)`Ym)H@tlt$GCXSbuDs!di1^2r-Wk zNd#vK;zl<301G{`ug zw75jV`z6BC<^87(9=iK90F{3Rm0P(_+`J+Z#~VrJ!EGFv`&b9&4KjNUnKOr}1F3EK zC0~TSLklAP<)CZkusOY(9(+V9;Kg>>#x9XHDY3wOZN$XdB^;zj00jgy! ziIdldpmlkxY|zqm_FAZ%g~~w4(-sBOv}L_Bv}gV=nU2*={y5!etr?pX2|4*`yQ@<_Bah_!KN-EM1;SqC9Gm~yS(vs5gr6A%IOg9w=`LT=-;T&Ukm87$xlOH%xh6D zyhaSxQkVCNc8PH=5aVU(h_Nz(B^Drne@g2*R0XVlAP|{)Arw-P3XLXrATheU+uNnd zc~JQ+wls;h`n{Kd0HqLq+pqV$)V}X2Z@wFY?qXqfRx`SQZ`4;jJSsXoMy^c&?ST_<~6d5 zwdMsOmI2~2a12w3LY(<*zqY|T;Imx_i2oNMZuo31!fJ=CvEW&cdu-TGoX4ig@!6?J z3W2uv8&LAO9Fc?@CTwuk-8iJ};ZQkY=#7RUer7a7Z`i?qvcZeDd-Gik;v8S~C3KG@hUA8dwU z8f1LXaz)WUD}ml2{i$|P^qC08cc zPeNsKYGML{;z(9lDTxNc(dE@_aL|>+B~ZBvl@lrnB5%A5n@R!)Wh?8zoX0kYh+f-b z7i2sZl3}fN>x`!!H#6RAZ73LEye)vEPdM5z-tAUha>m1c5;EQzdwL3LwNq6wjHBI#G(BO8`?x>GD$>y2ZpkVE*cj%LznZL35<6hHzP+sx~rzRS#;4jsBoQv zmY$;PV^@5;04~B!496F39t_$p5MPUH{(F*dU7(FH@vSz)@`2{93;tiz#d!5W+@LuQ zJKt)x{1n>}z_L-$4Q}k7Joa1aH5SbhGX}kfEp(MS>^iHn>f+s`w!KT=`PtMT-MtH& z=6D|su^TIN!_h(kw~%)AK#6OW#C6O@Tm!mt7cfbQNo-h(i{=1|xogtjty47xMO#sm zQ6aD=Yq8e1ppx-S5$Y90s2fud>Ixv#OQQ&-g*&dAX)1tYGoyVds=bM*cAE{=bkh?_ z_6A0>cxBBM5K-4g=&^$r)0pTvRQ=O6&dAuwoxwnSP0)Cz$n#+$&p+CbCq()_KnP61 zYKYjC4xvC?ja19L$3-F`7(b?jg7{v7_#PXG^#Mg?@fikgq5&n$Yz7oNpaG4q#b=Zk zC5MG{TzsqMjDoP>jDm&`?A|aK?9Oe~hC7(qS%iJXq|RvrTfI4O7Vc zqH*~9o_e$dMf?E7 zIKI-ukQxE{IJ`$tK;1cQR&0G^eLoO_ZmeI8-`I`y>|4Z*^}*Ytiz`9dp9cTB;a|_y z(`b|vc*R%I=oIf}mtltjHm^|5*Xz@+-h%h>c>u@;3D-sm7yA~3tGKzDX4&GXe>l73 zz7H*$zOm}aMA?OIII#R>j+s0BWnROe2-is#mvHcV;Xd4jaPDfcIm2a(hlvONajdW0 zaA|M8R?0Wrp#~hFpg#FD98*Fu_GN%64C|%%k(jZUL5=6g8byTmFo1TK0FKYcCtW|C zEuIWx6c{gm0p8RMM{B09h5{r0@dWp|PBTi={&DoOFXUZu{`uLZJP+LzO8I`6H>&miOD^0wS?*^I_3L!YjZY1ZR10+|jK^U{!{7iE4>AtIZP@PC z;IsgoR&g8qsi|xxUIcWg02d9o=}_zbm1UZrCRBmsFc{yxnNho(I_}ml--<%V_D9c z)dK_PI$KNEmE0QpwWdc7)l(31#U3vr_L#C|4{s7{(B<4h;=#CU_H#{p?+fEn#qr4Ff0Eou@Wp|QG}H_-Rbii&XC+%*J$yI1RZc&L5w{pjH^4Y zTyxJ7li1FSrrE^Z=2UW{-=j6~+o?aq9(Gm)<>8AI}%uK}QyGx;Jiw zITRe+ELhOodXb#QcES8xfX#~UkbNEG2(E>1W~~PTwE~>>o_v6Vinjw(Vpnld&*ELh z595qH4Q0P7JD44&`KZMD$dI8GbO?QCQs!3@@UU4lTfC?ES;Kr3NPomY+WRkTW(A&~ z|AK^UvBnw#BIB6}$(;3Zc3HOgt>U*sA^Cg+B;M!1j2FPPGSe2-+|fq9w%ct?`&~n1 zht)&ur)hs4lq`)*dj|u!{(SfW=G3(JE$9n1&wb=ND0T=M^xhYNQh78Jv)=chu=joV z&%n$3Aw2PqXdc#S??G&RzV{H;!~T)`Zh<8xqW+eHfD&Kk;|YrY5h!NjuW!xU|Ezr7 ztq(ebU=cFW9K4pg~YS`z@)R5Dp_E`;&?gU6?){e|OGeIc$H zGSF`UEI>SmqdRQ2pzA1;^L%7qIJ2KGRi?f3psK$B`5AHm0KZa4{$hCIPGU@{)R?}R z71)=rRi&08%-g3Rb9Zyj&MM|aiHIr`Ap41vha4VLb$5u*N7){cy<=aoT82nDk41pL zmCwMzPYh;Ms$g0|<`77HqBVdaiZTR^*z^v~fRpSB&wS@a%wvN{IxCc+LOJJh*L7r^ zgyl2A=sZL}oY9F&0TYbWS;etx4PyEg#Dj(E1%DhMQY?{_0KAF>;AUF^@NU8yeW3t z=TbKh>6&_f_@P;?6J9Aym zDK;A8gZ=#@)l#ln+YJdzasvaa*Y;yQsD`z2XRpse1)_&qLws@ogg)PuGejCS$Ie_A zzyRUIK>s_>D-|Gy45^@Y>5Q!w{Kr=tW?j9 zjqlElxc%e2c)cHil|S*v(3PI|`RjN0ivPoV+U^wLubY!J#n1XO{kk`{I-)C>&LXlyA_nxwko8R zMe~T6O4V8eY^6=gR?=Jz$Y@&!H8SEh&=RUvGR&i{luH#iUvub40lL-`^?Vu4Bv@=R z7PfhgJn+Exmh#|~!}4>}>azoF7b~R~PPm#sb5XBz_S#+t{g{FEp=Olk#$1#;du?v@ z`hkIgHMF*>?G$_D8G$xa)u^`q`KgSqrpKPzc!2Dl8qgS~Vr${{X$(!1a7(vOuVJdL zz5pQ629R?5`c2h^xLByJqX2z}Rf+Dag|QXAmLGbAMe{ecpi7Hw8oM5XJe8XoU@8rR z{RBro>eY!_!Nru!kVCl)+h^Fx4R9>M>7@L{tbn7G8dSrKu(-hkoWoKL!+zxnwhM~V z3bPg{fXL&Bfu`L_bULYoXc$A6l%-fp3QeI;*z_x2W(pHEh-Ec~_U55WXtpr{$(04j zyj=)T@?s7Z0|gE7O&;q6h2HCAOCyt_XUfcs59owN4}ekz&F_vtFSYv6=tQ~95ny0r zkLLLnXdk1ZtRNV?dgA3kSFkG~sv8=JdPGk&2;v9`@38H@IO%D?14!|A?RPcKh(1&u zs{oH7KBMJoo+k%Dil_5n8{g?tKC1!_{5ae-ci^9(szDCCZ z`F3wOjJH!GwjGBAhS|7r^^P=$GR*N;c7aG=hCUvNHCF;*E z?+W}#WC5aTE5ceStU7VMv<~V&mnp=MomU~d$pWXQo=23|6;nE;L<~SSgL(K?(}994 z`Xfmd7El~ZK@z;oyF?`U4A4r(L+7I263mIbUN|ps4sMX~H=1?`;SY5Y7{UCVxvH+i~JYtUBeKh&?6b#AARH!^{IA9g*)P zZM-jFZ(ZK!Y#`P7Wd&6JEL2X&FGNNgenH}ovJOmsIaydaFlVxRF`CSuFkV?GY6%jl z2a+a?Uw&dkkO05n1>6r2$R@wE%60r}t4=w;U{4A8BzPE)ydc~FR#Iba{Aw0y7<(ORbSQW%@Kh3(G1{p%R1Gj1 z-qh+a!kS67=P^THbkBd8-LA3fma`i6m5|jocaX@ypPgz>62ZF&aq03du%Uy_)JXgD zp>jf|reU&SYV074sUh0m+TjW~B$m!r7;7KV+^t}+uve1MjLGvhR1PrtsX<8KF%k zUy631a>oQP!N(>bRVzR^+hgwu*?waO2oLO@wi$`E_ZJ9zmv@5=-a4C~29>Xe$_d$= z2Fixbad^Yne7DJO!nJJj!s&%beSzU+bnlWo`(eC(bZFm#!y?{Fnlp~S-G<-+j>k)F z-@<6#0givK6(F4BvG;@=e||>>0C+xqLvjSXPa^zX-p6fl*SWqMD*qEyPRR8%STo)1ep@*~TqZb*)R_XmW(%X{1gcb(<&Cd}VJ<%BFxgJr|=IK*Krza}CC%0rfn z>jUA>FrB^BY(_9{@UbKqW7%WR2BIZ(X#y;J2HdKF zL9wrd4BFL-cEEeFWhA)XIoNBLca{yrI$Pnbnd_i(Lbf7;+OQQ4Ll|4-6NJdqg~!9V z@Tjm}1uulZl(c3Xd4&z3102~4qkx#CT?cP_P1lb0_wjkUKYafb3`^ zr))+d?d?U_yS#=C-a3!>LFE@h<%B#=LuA9_IIv+nzA1WvCgI{t7!M!b)T&_MkT;Tw zjC)^iL&5;}<^aiC7!^(KO`uQjuo-iKVrMM+#d9RJ7y)f2X9^RSYdu%#2Czx1n)>N!d-KjLasJ z8tSyQihaNe1kSKuz)G}Y*lLMtZM*aa=54F4q_Fo(gc7bEu)$DgWOgShR8GjqNR$>E zPXY^2ID}!0yos@IU@2MhTf581OY~L+pPCOP?HG41IS1(1rb&vc$P1x<&?KFU%i^MQ z`eAl@yj7>1AF-!|{J6@3jsi}rIuaeP521ql6>Tum`H$VN2$d7^ACcQek>Vf`|Haqh ziA4%*At`>F6km*`4FvJ6nv1ar%eDj^a9G67DRJPm?JOkcG#}H1O-7B$vXQP!Pc{Mv za3DR-2xKM6#TU#4nw~b3U^Sr-lcnSmdDwdAMZspXVj;2D!5#O#e9KIILpN+H>FyO< zVd$sGaH6tYENg<2@(46NmyFGnLoJr8(RE+@~KVobPN0&bOz5^H2&%aW3YhR}e4YuZ4=1zfHJ5+78@z5zQW#!+FpK(G7ev zJNWBRGje9)uSH32VXXwH`#OLw;r+qJoJKiR?*@UA8#SyHEh=|p)KB4kVFAjzLq zmsYFqZm0e^wNnX`;2%5&>AzANNFF57hW8*9Hl^uJVU9r(g!l|n_jkXI!8d|9yq9=H z0g(1@*rE1d%1XB4Muj1i%6LSE(2jUSH4xrQJR%VpKVc^gxha?jG;2;urN%(*_ z=^=@(BHMrr8+`{ayn#xH_!5SrG4{KzE!%@48sv70NwMBBOQkNj*x!F2G zMpoyUXG)EN!GEQIxFap(lMp_l`h6J+eBJpMm?57_ElSXz`v|4%KQ5Rh@?_(>_&< zYVu-9OOV{BT3C2th6dz5RZTsdPKXL9#GnaWa@@9k<$3s}=m;<7f#J!D;K`fw@?;Ho zqUZpGcUUIuBo*qL}^R)@-v{P>kZNii5u~ELEQEuK<-*e55>xM?my9*PDqBK9jX=5QU z@HT?U#Qa`^Z%NAU(jx`MFODr<-Uo+-yE}fSX6MSY^xSF_E*$ddMVioi_>){hCd8H* z{!Lo~OP!I7YgC%>q^IAauSd6|k)6BPn^y-856VF`D0(9DxyL(W=6?7BOetrZCwEQZ zjpSNmW}iB(idlwTH=6Mpx%)L{$X|moV2R}OJ z4eqG3&QPA)9gHGu*(}1CQHdtSKdZNv5J!T`1%b{ty{plx3>OL{X;2A?BiPYl=EGl# zU!~gw{*lO2(@+{A**k^K=$sMskBIGp)LzB5p|Wpku0_$%Sxu6)&`2fTVX0=h*RiGxa8#ysYpPr5Bn}Z_=pyX=`Ic9s z^6rXSlG4fF>+))B zTm`v7qo%~*rElxxO{JLV>94vwKoSq15$JFdr>%`uT4EKJIMLSi4(381=10~Va%~tw zc_7*mX(u`wmO@VCsfGbd*2}!ekV1~yP7`t#{!dTl7)(MEe$^y~H&RPTdE`T-ja2e7 zc@7F^ymS{#^??r!MI3x?kvCdc&MieOPKnK|z{bH$UzEuORDahjQ z7P??NGreC5edoBZJ#z2ca9sY#y}xQH*pW-PJzm60ND_q^Avx^FalmvmLkVJr5UOKELT3@)fp*Qs0Z2P%J>^GXAVPOB!i1P7C7+Gm)IHqmAoTk zg!<+Jrm9An{~^v{;j|Qo3~R0Y49&E`@KZjs)Ltve&+L;ZoN=ubqRD5iB!MQ@%Jfq5 zuISIY?0V=jO72?3xlwwp?yiMs`Tdw(%P%1QZmY3?gXUYry~Ryp0YzL*aTyyqf0dUT z6k1cRvs+)JoiC0vUf@+gv&BtK3+&`N6fV=?&u;WPM=^@dDN|CPr- z+X0+=Q$C;2C&Mpw5#+(EggWE-gwV-+)08-3ihtc-G<-eja-LKt(4VY3{TRL;hw`z< zS=LVP#=bKMnsHb#sa6xG0ZWctukZlNgj4u9amL^et__=F-_c!}T~AAu?RQfIe}CYyK3? zBrQ^;JWG(5+ur<&r2DqaR_7OGv^sY#^m?#8f39`Kt#7cM$|LvK$^u>QO_EH{Pmkq= zl3EGB>M6rGjIvML0y(3MvY9KwC|foTB{SV9drMZMY;}4`mJwxXE})Hod#pt-TH!h94m7oZ z{$$m!NsoNImMCWSvm~{S?c)2pF}A}TJ8FeeFu}>$9K~2^$RA3VB`P5d!ehtN zE~Ig%(XZLXQ%L{woCiTk_IR7QPn!$G1F<0ml_ z2HHQ)fdIOIJk&8@CgJnNB;1vE5|T&6P83et0MI^N+H>sC?MNvUO_n%5h6DEuqatqv zq+y~pJ!xt-3&rv*j8Vx^-4RLfr0Vs+lcl$2mc2&IvRCDuWlzN{ zySJaS?2|gG4suV)tV%rFBwp3ty2w+9O!Dh0>&=qP4_;6c$;_MRR85#eyk6ED1$$jr zwbEoE9e~sUnP8}6W`V}xj#PY~IMjQjj?oYOju_lOC~*Jwytp3#?%&oM?vqdQ+Q-pG zbZL39f+I7iij%b|e83)TrnYaTePj_|nyne}Wq76az!674m7XLqz zp#gbs+kx2}4$eOoJo%5jJfX}#iVjQ|$H93F9+=9V`LKgCIobt7$qvp^)!h=TXMbn4 zY;Otf7#j&Tj078Z_tg*DxeqnB$lB|g$<6u?xnJn3=X_Pj{%S|;!{G7pjz0_@WMpkx z*8FUtaMae$W3sLe<4T%kcNpIXN3}jWjBipN-A*tE_@*?M8t~;NuX5b5kZWxnJK&&2 ziML6u$Bvi{{sMh_Krv&A^phzAgn^RCY(1&d^q^PY?PrL0u}{&zVq4n zG~Mb}5KzLY7i@;xzYsx$tzFwhyZ{n9_yJL=FgTD(;D=1irT6@*H4O0jMv@3bU&7zl}Yf~^ZQ?4|JcswZ8{pb#k92-E> zu{U6fe*#OD2?!ZT*Z3eB%&wq`Y})l%x@?@Hn+u3o)jIAOs@P=WOmG%kyfXUFKMMgz zl~Obf+(!_0^_#MAqp~;$EKzmM&5)TMBQ}j_jDh+9^ahsuFZK)EVAuk$x+g+Yt*$6q+z} zfseX-4zp$ugKYsqSaz{v3YjW!#Eq`fyFroep%7z5HecC?03c0_tkuX+X&sxAS~Lvh zjlCj7BR7Vlwzy2NiP2O@q$)QqBO16WdEF;#l<_?PLpse%NORBSG#^DE7hKq7^%3Oa za&b}dR5)Z!N-UK;@k5>ttq{A`Gw4rNGoZ*p$rQ?;%F1QTK}pQ1Q6$39L#yGisT47p zxYj$o1k^;VL3X?^03nl#sEkW;s)xy{VQ*@oqn_}Bl%$xT<8mJzQGfV(S9Q>@p&r!0 zoGPH6LW$}hB0BY^`q3CBao31KsC}ZP{3;(clu6wi4f3mcIn+GOV^;A-g$|cTz3WZ2 z(~78Jx=`ytQ7tYGB4GwSGBFH%9c-E)8H1W z+Ne;u@~UZCr^=zCbyLrBsb-_BYxSa*Wmn1gVxkyvl2mKAy0u7(gte{*72}0aF)kD; zh7&fXYb2~KUX4o6d1^^seZ{&C+L5p}_^T?4QF)4*``>&+LaDYV$U81Z)K!xJL}@OY;uvWf<1Iy$);cqv&3S z^?)@>!`lDG(uef{F|2RNJFJ^AtZ(XVSbs@jIeD{#H{v#zgmoUTAFrv>xgWTFB+l!$nQjy?PWc2eQ?H_H4iU7$Ydm z=6KAy;tfA7M)uG0j_j2f*^l=&veVS-WPy=>A(r)QBs#DMuu-f9{pn%cG)@@S?}%aj zR^DN~8pHav-iCEg-m@t0lPE38=o~6K(2pw_1MS!30h3b&l5z&WyC-6IN?aapDzxuCRvwWW5lw&lR2nRINtgj2?M0TgCCS zVUOIyfvzd%gCKFo7@ z7!^KGtbPr&pD_I~=${wpzbh~LZv*;gdqaPt@T-ZuS5*EVab;UHxwlI#;K$ zBOcl(d9M~j{K~vT`~nQ|%YBD9*)uOT$Bp#SqkBPdiJV-XJo{t-SGrj57KYVz0;G%o zBA0T59`ElQH}Cafe#9Q~MWFe2nE!72fJinQnZF?NRL^ww+4&PMGNkzewVh_ZV9lt6 zEH;v~gkLp@;g_hT!SFA9sI<=tcBAm;P`KM!frO7>YC6(f_|Q%f7YYGK>3MRlM*P@PDY@dk;WrLyH5OF zlNqkLlEHF3{mFB%Gy%>Wi^3VfBADm{7GixISiU4}Lt#;@+&F}(c!I%r9%FHR#_Mk= zE}`6$k$A?WDnmYF7Xda|iJ!~E=K}k@EId`nFUGx$;|xUBpwkRvwQtTXczRsyMYx4{8mSnzq6{TMXcyQUP8X>k!VQ{;v1=Eq5iO_0C`*TGYK?tj@b~x( zenjfbf+Yb;7_TkHQZM0xazc}m6<=jbdgeL!~abmDO9>!P?EQb z!y2tr?0UkFt^zqf)YSb*Q^%h=sJot8kcmG`BgJqQ&)ZLDAIj0m8v7V8RYvhY5vKr+ zo{J!d2zDr6D(ROd;ASdcD%+6|3)R8u2|`V;jv!d`DTuheCKAoKdWw3`S?zpHRV(ML zpw4R8ykREb&(MEB{3rA$^A_P`lz2>+U}~QRYR46EPymrFxq8+;E5+*B_#j!KdfQ%& zg!GMCrMa>jFHEj~6v{I%hlD9hqwQu%G=`mj`EiP|D z7z*LJP2SOQZJl|;kxmHo%Xd~9@W`I;%!MUgSm;kEf;1Rl?o#3mKPBmmm+v_=v`$W zONKu1{;y3n$rfR@vcMt25fdOjgnW@4^bzA|{n*&%;KtfZYLy0m+c2yL>d+(Hfa3xI zj`MuM5uQsWMAUdS+cU(ZJ4?i*yB%Kk@H^*W+_?;Y^o3w!>7ok@@gCD$M(vqaiEpL{ zn?(;U^XY-oN@XV~YW2k^AM0IYX-{V)(5+}o{M}G{qoDSBA8J{rk)$36QlG=5X3}Xy zuguyMm9|!xH;We=GBhA{2sQQ)7rXl|SW7wy$&Tw}R-}B($gA5XB>_V77DY%y_;7Rz z^Wl~DnVnBvN)nb9p+!|+=dN_c>YLPq_K8-9RPMg&1N!F;cU*q%67FLVAcQF#+By;WK)(_UZQY9X6N_mPCw@|&(MaQSmU|;GtG+|Gb!4DWi%)K;UyPKB zAnoC@tuxUI`yfC`O+{5L`#qKWW(DuQOgC^~K=WbU>r-QfR`DVBH+ zRJ7v}Bvc%8uCxaygbvmeF+$Za2sFHogc!mpt%l01|f+@UAB z4+;08T%LSEXghp_YCkr76o0sVLh2iFfGD`n`D>O@z1T2yNfz|7tIJ3@vnkjFZIGwt zraJ|a)HT0Oc3QeAk|%Y?b$5>BDW~ypr=H`hB^74Aw)G?M@vmfW)RrXtcXVBiY5S6V zv~%O(Ppz85Z&5p>!wbTpZCi}VnH4Wx^91F(> zk38atUbx76-cqouUVy=E!np$c`w{GqBaBrhye6t;|+xAAOijUD#wM!6jl6T;w|m!i`iy?Aqgy+Fo-D*1bk$ z0YTI@X)V-#W@xxp&~SBL8fYhLXy_jF;!$<@ay@1OvMgN?+|rt?E!6jn1UpJW5eGCl zk_mRS=8%7l(za0$LTDA;YIK3}LVEiG}R^^;h~bvEky<;`EGQxiR>C()5{jun!+X18lUA zLyK(8x!WTXHoVLZ3vy|1&>d*!uRx0y-XGifTU2w z9ZPsC)i9ad7S%3;s_fJRN~s#nUDy7BI6A%&!s@2_++2Mmcn-_0o%IGqq`yi?tuaWg z>r7_S(Mjwyrx9>=i9{6wxbhmkfWWPYRUJGBNpWTo#CEFOY9fg1(lP}en73t~&IcFl zsg<$J<5asNFDe3HPgNIcceg5~U}tr?3GuZj*ftVex^W~Jd*t4?j9pw(B5b-|E7cpb z>&DiX#>UofTt~0t?QNw?HzLCC*x1;Hjtn{9e^PW?Z^}P%D0kPAV~2J>Fn3?BC!{z= zas}J46l~oAt@Iv`60Yd_#RwtE;)HjUEV^Dtg2#w1>WhcyItkr>DHlm@tBdGLz9Wb= zIJab`rNnhfNi_a9M%y0=ugc}GW72RZAFAJCx_WhiQ>yC_DIXZ1_XY^wFYe@ z=31n%%B_wSs8`v!xmCx)LWXDXH_~A4wzRFcG9I;>lE39|YLUlgLVDJNb2D@GvIus)I4Z_X zZcNoHlzFZoiZ$t;1)(6gzZ9k(@%$HYkKAaKmzn4MiFUTKF6&HmwTym-k z?3+y>l>*`+t5$8oLW(}FYoTp;V(~8YHOhOb9`2{y&2%M-tE?jg#$=1SOo7q`zSKQA z<;k#81gMR@PSl6Y9{PNMa6#@1sA7hk21h9d(B*B~c0Ge~(3A zHp@ac>UI11g5|a->P-yE`w_mLb0c(GQctnPex$j=YVe=;z>?F!l1~Yi{OM8FO~5fU z@l?~|i`(c|y&9F~+0+t_6KOcQ-J@UIH`Zd?*q_QY1HvCsKL*3U_u&B_q)H$X*T2V1 zNMDPkrJop}SShC1G&^%$ub+r#eBEtOXAbBhEB!U;BQ%f%X;x@X| zt5Jy;YAGXLo)XU^h@qHYG-=@!wJ;c#eWtE>i^vqJjs_#bCi|II9OzGrYg%DG z{zuJlhWsTy+>Sv09PncUGrSLwzt)Qo33+NgE984U=Tlt0vgeBQ2!yv2{e$6cK7F?# ze=Z8&g2EXgF9yp8@-)P8kl&DS=$Ufh83*5!+-ekyqmMPi7_vsvefiC8_CBv>B|xdIi~t?%#yg1H)OR$w;R>}n7{1wuVjEWHqwt$hI3uhCLw#UH z!w?6na)v|k-VVg$P){jdc;AXmOsoBz(+^ z1c^>+HzPW?_JQrBBllR1?sWKNqJ1#@OP_w*7#~96zd+%P7#Bn2gK-+zIE-(Kxsu6v z9TNv$>xM_c#D1h1#z6fiA8ti}T10<-#0+zRnn85_+^bm$PHHP7IEQ@r2NY(0Uvn=! zX&b}s1p1RzF}LA14DKC|!WrQv80`Z$8lE_~-3+*;T;b)ozKcWQ$&pqR6g!@4jxrwC z`mi&C$F=D21OR!GV|32?FfM{lx*MKi-nr;J zhAz8RO0@h=h6W@p$^uF`-sKE-@#^+voemtZ;91%?=LG7o zoson23f$+X;k8^!f3Xy)dc_Tp(b0tzFXrpCGuDplqSY4FrQ!%%&X36a%FQhtNN+@0 zwurAHr%ciEf<3u|O5tbN@mvF&g~Jz9QC+O2dBc8Amu=7QR}c0mtE5N!ceID*h!5{r z92BdM>eA*Ome<)ICH*kaHgCFI{GR4SoOg5eu@1lQA7Yw(w~I_rF3^wQ-EZ@|7R|?y zcZCpahFHM!ebpE6lI!_eGOcKSC^@ifr@@FNY^>>%<)3!qdC+n;6{5=JQ z;JNuTJ)B2wQO)3!+rT-g4TQ(S4XtAge~NJtZG>y^yKZI`PgvEI{N^^dKE1g!qRq8W zZMGH{Vf;SPoG&+)?rzm#d$)2wS-2GNt|lZ|Qm2CHM0vv@WJ~8D$)8o1bc{{6Q`e<- zDq#|A^BAPtQyWMgB+-WVAXUM0CQQkY1%e;!VEP#;{J@*~##!sB&$NU8I^*joKnPNhzD;^4x44p{1(x%r&J>!4$qyK;V(qJVMK{ zU#EUw`b$UMorO}(l~5oE;SdXpN;c*e!Gm;6xKga~vkX%uk32epR((t`@FPA9RGV7K zLke2;A(ZcCZ2Q)Olx=DqK4|GPaQ{m&T3_@TE#5oJp<0ch`aBO+CX-+>s>zF{WfE** z;SV!3Aor_k>fw|^R6wDK%*t`xwteM!+>&b#aPz?M-ZnEkto_{rZvMV)4$o!7lj27*WtdWsRG2nXE2xyET6Wnx1Djs#WqH!26$?6__e?~w1ts4Ol0d?2Z+WezZi zT!PKT%2aKpR+-+!FKMx~C3q=6AZMeYDID7B!b6+zkorQny_~TjTU5le)RJg*%`h7 zQpnjZ%iU*qBYv=?mpb)}QDa;uqw(6&aDQyflH+5Hzu{uJQHJ7CX$Y?}DGW%vAr;U* zDJGXS#9qN^8WbCn9v#Y!I!22sHsr1*6ez?rRYY(VlxbBZM}(+^jcmBwVf zS&`0RR#t~#6k>B0F<@9|QiPd$YYA~RxLjaz+U{z!D#L{WNorI=;vBwm=n%X%`Bl1= z;U9@SB_^ba7Wt$pJJo~)AH)G;EM0EQ!kyH(!ADYgNLQ=QYE>ir_hkVee*{)%nNl=U zLu?e%AEnivX^4ogP`FuXlN4!qv#4N3)Z8^mgQ`U(Y2eZrm}YGn`sj3k)nyUqCksn8 zx`L4&i@a9=I4aY+HPtQf4u`Q=7$x0$Q3{ZUlgTFTLOK(;xPET2+|i2iy;THqa9yq# z=vCuD0fuN;1pef!9W)Vb`bgL;lc+>dgy6hl^vewa6-gcO+BjB<0KYB`@me|0KBalC z65q5a2%q{Kp4g|*pX75o#O+qWs!0>8k~C0?)D0UU7*0U>SgpLPglK0C$c*YdF)*$RS~r)XOS~GDcYxHA z1Vt`hpJ!q=iO#^Zb|;*B^s3)fnY+E@9n zcyTbd#<=%{t8!}eUXkJGiv>qtl$WDqI5^H6P2bkafH}8yc{Mi9gxug#Q)2Max5d&) zQcU#pSLKbbY=FeW*-W6Da%O)gHhhf_^CN2wSNs7*KU(?CTECoAq znfYZeVkIPr!iTJC+4&mIY_sBYxgAN8;|itLLlI*1;RJyCD_ zA$Zj>y>LvE;V{5J+oN;Tb}UKD2m>YFTP#EJ#P zNM}y+>Wq{t)PrntW&DkpGl!ucw9xAM7NX^NAzY_$45f{??m#@^R$~DN&2+lKCvob6C2~qhr@)nt^J8)J7k@b(r+*%& z+EZfMJkT0wc(WMU=lP6mL~ZF}d^**&Z02fzrC)$@PQC(i20 zpE~kpvaz|$o0;2I{)&XDNii?8S9M>}!Z_hqJtbMk|02dLS;y~ULa)oVn+L{(J~AYnOUoG2pRaCFTqlGG8-)zFtkKQ2 z18;|neRt%C6bpLI2pNN;%FWgOn39j=p}WX*XS4U;l-fYDDYCNRZB^QLa z3yp2}+X?;d@3JYm#&`HF`gj0L$XSivosgvr%9$&|pj_oKy*NM&b<|3p4c=8J$-f_10_^ z))?3`&I`L~PNH0E@)xCE9EzkH2(<--Ugry;@O~;GOxa^clmc1ecLeVZvW^|Y{hI(#qFKnrZD2xuWGwrF> zTg|y;X;NwoqMyuM7-;`zUJT&a^pHk@nRfqOOuP5yop$7_@jED-rjU{?nY5I6k8Vdw znP_UE@n67E_F|*800|E%j{$-appABHfY?rt4f~Kg=q~JvOO?_H+tsOcVpOdT z%?=}>1#JJgMogD||<%u&)vY}dngc%7$KdEBsgd>3qY^#XlF&N~dpLIwCR6f0o@**It zBOXj54V5eThzWvV`<& zP51*Alx#HeD=K{x#3DULmAD0+U4Tyz6d?#ASt~V8Ittw$@2O3e2D(}F#Yq#^v|E*A5ukb zz+Y>#fQtb+ACJdDK{topaob^6d6gi~aI(KH-9j2yTd`HD6#C(6d&KqJk^k#64(i%b zcA3&I{EUYp=GxJ^dAoT#SvY7nnm%+`O^p3evq9=p1cy$hKUuAOYza-tBThi!ZrZK9 z1rwZ1#wMXpUUOUg|IZ9lLEeC=4X(y)4)@kE!IO1)c|y4d6djl_j(h8uaaFIJSr5Cn z9_sF`auc;BSkKgaPzaL3q4uwf+FxVx`ju+Ghwxi8c{x8!w|`9E^H)0d3-s*wHF zZn%fR{X}xZJq&JarJBRWK8^3nx5O-VUEPJ%YLMMsc>1`$x(jbo{=8180eB`fmm2Wo zC7)uP@{?m_9cMoQ!X}73t2jnsd$2&CWs^^Gkv2xA4E81DlH6o-GTIfn9*8(K5<-c7 z(xsXcYlHdvbPI>c!~FYbAcG57IXKDCm!H?>Tk|-fnnwgNa(P8MZ1~zvR~DD5yrUBJ z>yu@Dyd(vbIFKgAQs#V64I)Saq8W5HSX`u~ zrW}~5(^PSW3$s8vu?Ku`s(AR)OohQ!m&I2WK(eXsCBwCp@ERg5d|mFT&tp z27(`O2B2Zm#{jD1ku%w*?4j6kOtSlSB=;{c9_(%Ksi!($i2u&q*ZNeE^RJIp$pfWLa*COTx1tfL>R#_<7&V>#fVC~E}Kfw(&DR;VL;QLuIj zv1Y0S9T`IdD*)P(%J%?E{h}N}$*Z{JN9aG3ufr|`umEH}CbX1RM z60-TqK7=}GVq~pGhDz($fX|{~C~uSrAsV?coW8}U2-jJm)vOdQDB@ocF2aZgu1e_Y zz%17&BN+gObikJoMS{y|K60(YxYNk$4aLQ!(xxIuaBz;4s1bQ0CF~O0<6C^T$B{#o z3G9$>Vnr(EP$lMsDH2QNp=05irj!nuz|`B39x4&mAUpCBfRITYQrG%9RiR`xs5ceJ z(H3|?O41Y1aT&5HqK)wLuBwk$Lp`cI#H^%l7?}fg2f?@|NV>C%;i>B6P;>M&Wff;s z=rDQIo8D9#t%w<32(<-NPIr6G0TBpdNqI6SFa;YYxtZVe5mSk5+_z*vD8tt%$CHDDPVrRq>>ja2M z^Hkykj(uK@N*`HjNglc5#CzHDN0X*y)=kL<|D{@8h2$w}?mAviL=J}c`*hI0>$n(& zUxUKvVP_PXi1FP0IW&u&^a@8}+lMQHciLE`eXvnBa4=D1!17K3mIw2Kg*?fAjlq)c zswU08-YRgl_IP8I*`CgSAeLQ4i^AgoHagIr*$+KbmWOm~Ah-GE2siwY7}gKw9o9`4 z)<5WVSaTmc_A;yotWg@){x_CBtbZkj^-Fn&^>PgB=X)DggeLFda5w8dCpujZWUB-1 z*?#pgW;D$XX3V;C34bU?_6K=Kb}L5qk={mjPu`uS_r6jq-n6TX4)xO#Ucs;(f?;h&!SKM5M_`2TAIijS4Zor;GIL$H<~*jy*kc~e}<4Q#l-gVcY>hxrjRpK;LqKbZe+{NG48dKrK? z@>I`szLorp7a8(alG;wYm9%D5LKu2UTEefI#PA!`(qQ;CA1dvu#TTIPU!!ohLjwsP z!PIo5x$vQ(h=b30(qN3ugDGrxoc$Y%fygDc3fCn$q`qpF@TfiJ!;c7fUI>c+H?zbA z&(SdMQF4htyG2 zf{8w0A=bx%>%^lK>|J>Rf_Apq(lGziv0Xrz~tj=FbdxOkDP zov;*6uhm`ch?W~Vm8J2Aaj2%kRditgo$+Cif3G;xLbL|F zGs0%q+DRjrY1HAV6t!9fP!`$c0@-MBzlGp5>_SC>ZO9QoS>>4>gy$93qyDEGj4 z)!3I7Y^yoF0oC(1_k)qKiw- z!#pr6>?_4&xzA^^M5J^T5W0uwON=>NjETCVm5;v$KyxCF=fsxbqBpMeK&v`DF_jZf zsx<-hOjzm#N4YSRW&;`iy1>q__K2MalCWbo9pm=_C2|UjmB3&47B@)>;l;ka6C0GFR-cBDW`mLGx<_UzcevllV0&FWh>Ee zwNM?bo*>Losw0Rz`!oa)UZYaJC=>fr)PwdjqS*}=YtyP;sWzp(Vic)WJJ7?y@M!vz z*%;*W@HGZc9saGb~_xt;R4MJ+PMtZ=!IZo>7ok@@y@$kMxAr465mV@wu>HI>(c|Z zGm@R4IMP?5e5|97(QeykB+#vBOZ?qXd%K|aHXmwP1CXR13sP@kQZs1)qE|+eMhQK>xnsj?2$o!d)t2Rxp)ATStP+$r^D28_Nlb zsZ!Y#=vRWFty{6?P`GoP)=MowBaY8VUmt;6^&PscBLjtAd~!>@B~mJaxQENOra^1c zg8(Nr6;)8|_f!&$6}S?=L)@P<*TR#Fzz7-kY@ZZr1H9qYt z`awnbQ>)7G2h<=$3M9(L933;=VEOaI2>GrgDTc?uy|#VS;_^!SxW(nsn0*YP<0mwH zgW>m3SK5)k3#&GPbGklXt}U#D|AwON)r8jN#R|YE8fve>lgd5{w^LhMxu0LyTW&0@ z+#e2ruJCIp6`nz#2({tUh}K*@p-%i8b>hIRl?-SCPMSETIe-*0;W0OXE~xup@Yhj9 z?71z~=bD|B2F_3CGbsLa%t|p~WYA|h6DmfV?Mq!+{)HzJ>4V`K`jdG_M`?2ogu;@@ z(ec*;3E7#-yQ%1gLbJAzu(g18L+91fey|ki-AQYqc6SSb$C_0fF;0sMkmmA2r7=s_ zMN=3*8f=a}MP8?T=&d(0I0&CaFeB?)r4(F)8xl}ao?C8KCS-evp(G=c@2%D;6jEhr zZ@qCBCr+k|CfasVSRY(UQP3`{0x3krqJnA=1WHC2s|0FerIWQtE|h{>E0u!Y)ACK1 zqI;&bFvXFyn1l0m+}~I|RIC2sAvuVK#LVw!iuwHv-}xOrol1x;YOG9Ka|`4?w%k~e zHz_5{d1h!>D`+U@r2(g1mR#)~Y~d}p*XHJG<#~iL+*t~4ER6&g1XouojgjD%QgCf4 zC~jCkwtl!2+*Ds!s37(n@(~5sI>#^dnZl0N9DXP_Y7|H9Iy0k3g0V;LeaqNIr2sd_ zIF{N&p)qmETc|EAEpA%3uH4vH+f%AHX4jP`o9o8bufM3Y;o`B21&fRY`9Vt~ZG&2m z3j>YX^LP;eoNbAKG`!3X!Ek1lK^|y#dreOb*6+4QnsoI$d;7=QS*uZ737?BHq!C>T z>Lk@!6cstCPe75&sD{bpwy1XLlX!_HP)dbp4x;vNUR`M{HK(dj(`lOBgei9m4q8Wo z>+$J%bCZqQ6uxZ3m+R}43XC3K5L|^6JvWKzc+qgFaB~Y8FlsZ)WN>jCFR}K#!}^P3 z;QAuUj9pT^2sdXN#x9|$xMA$ljU_evrt3AHdt>WM8#i9IeqCkklJytSiyetF-gVHE zthYD!J?^AhQ}ZAo2I#G5NQzyqJ52*QO%u_e7Od_sx>I!_(rohdF;jJsCYqV5M7hUQ zrOT5t7fEib%TzTd0MP@?SPOPbMwo@an}tjJkFQ$7YBYst1ii^xO97b_{@F{2?LsUdY@KpHX!p)M$c3K3if4_&0QR1546&-V; zj&(8G{)ktT(khkO!CstL+Vv_T0gq~=GZ=0ECABsfe$j_gJ}ZzzemV+&o=Hug*U|t$ zFfn;1lL(MDkFo(`{X>EmQ#f?d$6c4k&bbWpO)N)Y&8{q?dG!DC;ZkI744@x>FZ$s? zs9+?98aDfpo}a8@{nU#92`FkcBcRUB%0DRAncmgphbKIbfmWbDS;dPDv@^iJ)hOIe z*ONdKto8vK4Nx4=&Q>BA?g4E3*dd$a5Otg?r3TeJ&^+NGE&4Ddf~lv0ZIWrfX3+BSr-4d@w=`kHg5B zk<~fF%8V0eHgZ<@(BCyXc%&*myokVqmg6$B!xJ7&uSO+2sHKeXIMLyc;y~o7=0o@z zs(CPcl@C=mECx~dJ`~Of3&AoUSP-KHEYeHK>+*N=GLUJ#6xvjJt?qhBw7e-p1Ckb{ z8Y_FR+!yPcJI{TKF&A*o?RhZI*%xrpzP{V5rAYNFt`Ss6H&QO%x7zor(Rxk#sld)8 zg(EnrZ>WoUb5DD62WjHUtmC;xG|%iWq{6vaO}nlAtS;ML+}{QlQ4UE1jPGboOz%-f z5?ChI$LgcHgjoyucJW6^KMb_Zn=bPn(F};YcCS9xVU_ShOpCwmA_LUj{3CexoBXat z^DzVmA*u|$*296e_~O#}vpjVExEDHCi~EvhlvMZmKwE!z34ZEM$l7H6ES|9^p-`G| zO=YaBdmG-m&q1)9faVN`r_tIx1Yh7yaIy$io%=RWW9DV}4H|i}=-AIz6zylGiL({= zBAm8Y(!Row+F@Vury#v2`wDSK&L$Q+iPO@=La>A{Lq8?wMOPDxE!(mio6?=Lx?bcf zMRljw?y(j7lDQ+UC#p_wA21hBP=b_`Aj24TT0$vx`tP~KYZZp zXe1+AKpaOhiN<|5u}vur(OYhz5|KM4j{MZkq`H1*TNTPfCrq|Wc}!(rAsBeC4+GW4 zLh|rz92-i}yZqsK~1MjXYGD_8VeU zlNUSde9pqca)t)venU+?>=Z=>IT9IvK=9=Kd3mx1JW+H2!cHP%I-8?J#tX<|yg{VD zrP!|Yjg!gl!>5JC64Kklo{ay%8M(NgT;vyVHMlU$Z!Kqf>m}l?x%w>S3!KNd+*&?%* zQBSle+7i4}=ffR>YjTsUF^4tAC1mT_Y;bPrQ3^=0sv`VCfW5ZR5@`7)k! z+GEKW#h|g>;x(#Y$a1)_ZwYK=tSClLoegaX?02Kvs>F?_W-DF!botNOqr&;~Fq#je z`3Zn#y&Uq6@8dD6P1jV#O5Uq;t{BD7y^S0vv)`*4v$zJ<64bhT^-lJK10<+|G=HJK zx$0n&DoFbop*!LD2@$NhG$JlQn_5tbkChy^Vi!?R3O0Pi`q8vP<{-%@y-m8Loi8}h zaWs^~BL!ASMH5ckEE2p}1f^1GcizmDb{bmH$lXe~$wWd>MU@H8#2r+nRMtslwuvpmPP>^}6n7UX9B87-~ss*|Gby zqGi~>@9{!{V)x@mfSIEw-ppq^Yv@n%325ipjyhR5AH#bb3WM97dDKED1=haa#CDI^ zw+4Ri<3xxW_s60ANA7*kZaW;uIbzs@yu&_>VSgqMd-@Jr8lgVD%d4@rY;vznO$mgh z@6e?Ugpf7qugc3q*#JqX?+Xd#7~AacXsp-!Fh8;`j)3Ov%vAT5I}&$Q`msfx>e!(@Z3*#KC20x2Y7)b{sHMTM=0l}@7Bq^&Gbo&PRYM0n5)i)@P*k@chn6*K!|xM^2E#{vxNA?YF%L0t`Nriy$N>S9&RV zZ2t%=1?dWoTsFiWHN93>>mXXb7^8Je>zJmu2wOSw`m8PB^c&uKy#H56tK>r}{Yv4| zDct$^z@_7`g^QW$RNM{M9N5I(lylfTFhhL$Ej+}h(x0r`g~&X<1RXya|s3y9fH)3r2`QfBWbY2m0er9ijBtE>VWk%WYbDRnh^mhk@lK znGGx*gM=Q;EU&Sz!t`yIQ+vXlSBkCW>9MR((kS6qJtJA;`DF}QvcOKayL^K#+un1) z>@FRaby#1XrA{tg>r2f;=1tKuWHcw6yto;IyT}j8#+SdXx!_@Z`EC?S(`J+z9T{J~ zli#&yw(Kkoz1G8caJJpZ6=cZr(#*{89YoiGu)I8{yM#-&zcd6#7q9Ra(Sd&1Uk==gX(#P3 z1!LGM@O5(Rpn0Z;xZ3JrDM(X*kk#tFz!*VRkXT zq^nzLMu|IjWRtMWD4AEnjFN5)wPlbos%+-6s(h|s$aWuwsNJCC$#H=7)hHjk8?<&h zv&yP+KeIt;RR^p+1FshdZr<+0P2M?4R+81@E@ow>os-~t@%r5VvE5mFU#O0*q2zJ4VY8QeEfbg*!Hk z1RHk?8%NvlFqe^{vj@@Jwk>+^;bWvIY#7O=bqoDtsPAIjXnq#gNn0#4PxD)sPx3H+ zi!kXF&U`SGJUjso2}9n)6F|Vbj}t&Ix_mhD>Xqk|(v*80`HGNCo)$|;9H9hY<6Pg5! zq%hoJ=d&2QprUIS^g5E%Mk(C{Ml@izX`Ubm=46G~glK)>7u|@+AK_b6DAF_YvJ%f^ zdddckuH~MH=~>Y4vqON)r_q$6(M0+?=tvuAA50_}XuVHB>-Y0Q>pVc~cTqU)w2U-T zX;AbKzv{y1PNfG})|FkYft4Mwwz!Qosburt4saZx1_#>vzacY_e=Y{{GkFJc2m|@2 zy$$45dn%2|I)vh;V6tAHbFI0T>a&O@&MDR?vM!?WF1D5mI@9c~2J%jI#0$K#*BaHf zu=k1#r@t#W{kM5JO@?vb^yPH&elOMrPwxC^cD_49Q|Dquz^m`#S7Q!1TyKN+{7X`efgh27aG+)Z@LTT;Q)WE^&$JJ3-4UjZq{K=T5j5kgFO8`i1Y2+1S$ zRWpUh?P?#6MBqbqTw9qbE_}KK&)ezMq=X8!lMyN@MskuBDQ{@*gj3Wa;w<@4YeR<2 z=w6J%86hJW=>r*Je;j14?=+($6@jcWGg;BG!%ev{TUm;Ah{nZZ$i)Ns)hkqS~ zGlEkLh7UNY0RhhRQt}*CtfuL&%7r(&DUDfzU301zDQhzXMCZtCwzZi`NewIDLRL#N zQ%$^G)lkL;6%;bRZ^r+NV*J10GyaiDb`eJCvkZY4w=-*}e^G9>!00MpVbjmQ75)6S zPd{y(QzyT{oy>G!Ao!6ELuukDwMJ^-QyCgaxi3g>PFgpqdtC@7eGTpw>~7t(>NaKF zbS!;h>n8q`YTe|vVqepf79+`1nUz4E&Uob(?3%{(R88G!nmYc}K^F`1fE)j(-9mJt4E)oj2nX)+R5jRJgYPxMd(`Gz z^VX>_B?FqRAXO0!2W(F23!}(pgwxOYpfW#MnVv@Sg+g(AxdP95WJwv@9NbuYNsV$k z;M)e1k@gUz+<@d}0g~tWf+W0&N(dtiHQBJSez6r1TbyCL3etW^+d3n9FzwR=rJu-7 zP%NrDQNG*BKw?@}DQy#fH~ii!sBQUB%UXscl?*%@Oll@AL-fjB9;553)G{ny?9R}D z)H2lA!#HYYKMC5>4lDi8u5CRgZ(Zls){(x|mOfZd5m)xS*oC%(Dkq7nVT%yDX-Qm9 zaVb)Y{{Bqk`fvn(+0wXvAW|xV!1y$-)Kr=+zB0gE0k9v^4IE%FnPjd5@q?}QPf0)P z3C?E$f3Euxx8$ZLbTvE(KTFj_61tw`f<@64eeBZn)h_g;g$a(MCwDl~Gb2e|Ba_Xf zb^SUhP7FJ0Na`?q{Y{k1VD@@?>?pg5U5Ny2J2LaSw z=10|~eM40~rWkyM=MhIl7GE*;sVXEZs8*4mNRi@f@U~{%9mnqb^!B*dYV^t&-a>sG z40qC>M3E9vmZ_%)P&eVp7st)rr5wezom@X6#|^Oz<&AVH*i|nq%7o0F)le#3 z9b{PkoR*81qTEr83lZBHW<*W}uKlN*i+9&H-qWj8yfSMVXX3T2>Q&rhWd98^X5u}} zr!ED%8ydRX%H4bGRJBp5 zP132(E>6F>p0eTYsFa(?EsEru(8+ZE>Rs~4t`zL7E;n(-vnRL_sr5z*mtI`lfB?D| zaSqOlEgM%PSe0%$TVvSjQ_g@o0!7CyV zab-H>YZxW4jbwA6!$PUkq-NPvNAnzBooR@M0vvz2w<(DR2?e`Pu85W9u*7 z@a$2fydGV@;gSub8>7?j3Eoqh*Y7{%2Gf!lhamBojK8aAm^iR-Wl=Fk7Nvl7pq;&d zD~Uc3AtPBj7)kVpBu9)SqMmq2q7%^h_i&Nqw!9?Kqv{IgddL<|oPA4cvbIp)LlTIS z+2dj+u(x__+Pc(eLAY?@jDjs`=3(s088ymt%I6r~1jt|?)F+#j#vb(>`52+v^1fi_ z90CX3Rk#ijglbF3@VhD4iD2?j6_!d+2$1%-vWLv-QH4swy?5{4(tNF1nqQnPO;^?} z%GaCg=oU$Tr7sg3E-o!j&qQU?lcvukogO}f2H28IhZNbElwXO60#_nkDkV}*=nk~= zSKvylZ$-#VmLf)CeTU?YkyzAI4~caOnDZqrlH8V;#QK4_K)w;e>ZbbKT%FXTkpQYv zy#c?);3}glSzC?K$ufE8AaFZrLU79AP4&WDZJ|FBf@EC&{HFj~V8f9%`wv{g3SXzJa z*x1;H4i|y%KPkG+qMF3kM-JugT5{~r?g!@X&mt1T6>MELaTcJ(BHVS`XP0nA*U`6U zJytZLYZb~^qKo?CA-YaO_kY}*=t@52jdf>{2S2pmv<_Xm*no^bdNh(^EJ0P8g#JXS zG3u?xRAqwB4n;K9Xj%sGf+f^YY)LvVVslt)(8=dqi}r>AbUfNGl8dWwXOKsUk*X{E z_$-l4&sD{-IXZM&9_0sFm})f|*v(GtDWgeLyVOEDJ4Ldr7r{g1Yk_zT0vbo0(n}Ho zeI!8KwSB5(kx7Cch@=|BAY~4czcP(h8qJBB*4&)z0FzBEHn~Zego73UvZd!2v4Nhh z(W(KZ7F0)?3X+@YH0I~N$(DGORMrpGVD7fGuZgm=x0;f_Mf&E^)FLx|qCUR>j8UeL znYnsd^C z8wWDe-&31z5%Za4$oWy{wj>_4TXHOYVI5lu!U|VL=kMKW=|XLzyqBuuUdz2rcM^#K z_4(R@;2wDm3bZMYYU&)`sm&ni7|%M%P51?l63x4|6=EGa)>!jiNm%EZmZ9M&$%Tb}QT z*`#3kafnndeDbQ5Y2G6((q zs1HLTcsUCse^`+0;)Uo`V49L7e!;6zi5F@qBVL{o&m)MTm|rw$;onjVgW`>wGXm43ERei{cevGi$t+UrQs6gV%{pgKDTFPc>tC%zx&?)d~Z55)2yZ>p@bT>l@V&&`^aSAvtQL|CWM2;fWh$TK76o2 zO}rmK;f$ab!{h^MY9J2OIPLGg;ficXJU3f$(0*!XvkG8wKWRoY$e-=QwsV zvVVWSbWu686-3M%Zud1LFbrUaQfa4#$c1!SMM${kCCFS>A3%;fydB z1LXsA8s0dV&$@V1TT7D!NAAMq<|e}T>^tx{te+m+wnA9KubStK_$42PM-YDjShC1G z?*rmr;YEl?*rsN?nQ`%Jhh$`@_k`H zLB8jT^azAsA^MRr*Qf6`TJd3m8@> z(x0r`1shfuf=dMy&Il{PP#;*)FvP*CoZ*PPx8w0R6rL8>s=`A2kDAwv$P0ZK9YG{T z%Nk-{yNFz4T?;5$oM$cxmwAyO(Mj!QMCaB%u$^?|9;?xv4sRsd2gB=q`fX#J!k|3| zg)?GY43Q7UX<*|pepT`XO~%WaI1E3fqgDl)m|rv(8NF2>7DmuZfxD)ei!ORI$kRPu z%}T^lTNx2Ml_yC!PFb>F9F?=Ie$r^8YuaQr%YgIUP zA8Ot)Iv??2Tm+qTi~P6DI~SeD(6zW~TzqjG{a3F>B_64zjCj1zgO7?%uQIwj;n6Q- z{2fVu@+hnu!NdQ{JWRK$loz0a-9GrEK@#{&FD0XvT$cUfL>LgH*Xmxz5-sOtXh71U zET@$Jea`qw z3lo_|{Y~^Zp;;0a3#Iy4IqG5kLrkALP$+G!QbA)L!MnHfyFDj*+?$8aW-oM}C=RM5 zoF(h642tq+1>4o?y9?Jh<)Qoaf@eR|bLGe_su_H88~BaX2Et?Eh~6=VKgGC+Ho`Ud zT{p9eXRc~Wesi09IK8|t|lZ|f~SJ% zM0rOdgiPlk$)8o1bi`t}Q=dxhRKg_qgvTI#CAER%K@x3v57Kwjo69jsf)JlU>i#a} z^fVGVd_ED~Q%=vU;fva5rY~&C89fcT9ife`0Qo(JHVVH^ac3UIvp&BO<)~Hfh2*@H-goKc0%2IRCF+KWInVxdt>F6BB{#5$o zqpm)Vi#Bur6iKiXH>I`BBQRzX%XPqM1m#fgsH-WZM{&|5xyb0Dd7N4|V|kt!%X56k zGCZ3~h^Q2XuidSFA9T}%E|qI@?1|MSQKr(eC{0qqO_3x`&6PG94TB=Hj8dW;lVud9 znrt&JvW#l2Fjrd9%LE6X?ZZK}2bN5v0GS(6zMB>ATekyWW%64)xY(wa=Yy6$gZJyj zXg$|wwD_n;4i%*>-Nr+eX{#+pHF+(yY>h1}tQT0Y(}#?|2g}N~edT%hrflL=j^s3r zM3L9xPjOg3DXEaV6Z3HYnV^@7h|Mq(TrA$v6KPBEQk@ZUXllM@Qko$#WiWI-c1Jff z%FVm#d#>4W-H^!uIkYf=h(_}h2>3feCnR`#1L`+*so!gG@<{nzx`v?m#j(Yy`pVrM zKU1^FoTdCn=y$7a_*6uG-Jl5*X*T8BIH9ddw>a+XyS7PQHbjB}FgRKwx+RQkqh&g$ zqU(WhoEkbcRm=l}&8ooWj1M*=lH_TC=cGW-a%ZeyC!y@y0jRB8w+4rCG*xLHggBB& z89zKu2lsrB?C1CL>~j}~uIV|KVhTkLZj|?mnB6`r3dsaoQAk&ZhT*I#tB--RXk(V# zL=iL#2V>;U$F2$F;u)UjYC7|XH>L9M@!PrC>^FyXb=Zp5y4f! z_YEGG4fqkl7r(v$ooAuIKa2+c3G#@hAc!R1qer8`%yeU7st&JH5yK=dji3D4q?j>o zuz^}2f;q${LEI)v55AusLYJX+3{rop9)!d3AqYm>+X2z!qZMOiOa!RR{B{+t5uEg-{e+Q zrYdQ3iKGFLw@tJ|v{xvBfY=m8+ubb4oDt-Yh;6QjolElML``G4|H@Fo>} z0&JSKX+-^<4$9475ocEmOEt@Nl+$OjW1((M^$M&T;d&+A&Be+T95PYU}HseHH7wR zh{0DJpowXGxl?F}btqlMvO(!A@|#gu-bzwsFnmA?7j?zr3csivlTM^k-Q9rlzs%Av zj}z&56H1H{8cK5Ilv*8g)=y%^N~?U5N>4zM9<(69Ru7!gqwSB-;$i}732 zh~XQc_x1o6vb_Ht0T(|vwLkG{RNfX-OSmm2sK##1i^3zSR+je^r{C$OdTDd5^%o zy?fg48KKX8kq7f5Cqd+`a~8^D;c`~WNbYB8_ZNAp@xTlAm=_sx?WDHT)=q1JCggmU zq$T{SNer*0mIlMCeWvUuEdJVq?@|Jj90j#(z5xnv@h7Q}2mWFZE59${T~QfQhO>=6_sySTrrgA;UG`&`L%R;myT>7+sL1ncs+#+td zZ;B+yi(EFyt8f_FsNK3wg%p3?!AIE%b*ucFk^6B)k`m^}=?7X%4gXmH;2(Ve5Lt09 z0b72^7|3?q?A(^M=M(y5_@&GSJb0B*XFQ(}1iy($)Xl^ZQ~c}xqT%bYyLn2$YXKCbhPDH};)DP`&$Gso~2Rf-k50@WmE51h%I#Q_@e?4gbF{p3KqIMF)-oB=+n*g>Ers-C-8~v+pG68Z8G-qvxLELZttOONw-O! zK17?myjC1z$R0e2Zb&e=cIuB9LSe_mH_Q6MGRcwX^jOv?L6-2Vo~67A2~($Nx>M1N zF570t+Ul!|(f8+}_PxDO+aKqe&*h=}(@b|YlLyq-QX5Eit`Ti` zJJ)0-X|A2T>CWwXBqqQ~wj!`u$( zI%?%fWaprPpd&WSE#{Q$g5iP1j&MS+Ocx zs+O06Y8lxvP1=Q}0#4*~q7OJzP|67#HbwYF44We>Cm~6pXcs1XSzy`_&+YAnSt1by zR3T~Io?5-toLd%d_SS~^Nz8bqts}w^hu!%k$2;N@j)wR`a!~rp#R?p-LdbA-z)Ui-c3Q)UT@~ zOUmEApd7lBah`xydQ46pwnS64QsX53ND#_=R%$kA!Bc(JS`W-R2 ze~rNXtMcOhDZu@`z2QFjNFn?nH0|(@=${YKKOd%l{+Ryx6Z}J~{|)#H3Y2ngmW<=D zi|&$dusv>j^eca@=}L-2KY2(QUwkS23;poLe@KkOZ~2Uay2+BOyvL$(qz0QP)<*^}u`OK>t7n}j}jac%Mc!3+(^ zJERWGLSwZ?$+%fdD<<>6@Z{@)CtuCWlc!sA2NTBevc48x*oVEWCnF3l49;neS3$(S209Yug#Ml=6ME}HrpEMFC}%W@YqFn$A%jZqccoS)-wgV#_W-OV>Ce{d&$3C!scy~NcVRgL~)QI$5e);xB|^N6oUPRU3<4{zw{%HmR$_YIwHA+ZIv|Tg9TEbWKI>;pc@3mG+0~MPYuc*%Go74ct?FvBuU<#+*ip#-DCSK$T{F0 zg7Y>GQKEgd9QxUr8b00;ZmU69Dz{X~7|9QZzUE?iiq50dR?p$NHO@(#H@@p*c8kdj z$=aZ(p|krj4a&GXYvcNdsNRz}CBdGPV)wLYPYloakzg;*PAb7#*+cZ2rpXZTkan4f z0Xswyb<}4SvIoYk*x8EL5TZwx)((n@=cAZVo?EPzF(qV*Xv?1ipqOePjW+I9un)#t z!a>=>z24{2)UdK4YpMw?4!uo;DH3x=lZ{8gPy*eChwDr05gv((j?#%dqCx1Be><9j z$le8mbP_KPejqtyWCr9#x8(sz9@Iz=n@C!2*9+dmZC{8e!rrcJ!rz~S5`L(m2nCbF z9z$8O>jMJC0(SaWPjOQvdoT7PlMr^85KbcW0E=g^x3NTIIY(>56oLTl${M&?5h-_5 zFf>y}fE*T_+wp01M`fv6pAMiL+1oh9KLN1H1aJfCOBviLkarBbf+jM(*Jp7PBO9G+ zR2Y|ZY}l-}W@hGyEqI9j3&8SLkt(HN7?tug04>Yf?=Q{)RSfXWvB5ZGk!zuxl@zs7 zf{LgddQ+#D0FCYK<+)}>b=BXASD;hZCj9#a?)G9fR3@hGT8!mbWr41}f~jf+Z%__% zum&igGHTRS7!aV7ZnrSP)3xSZ0fLe=a12XaE9+xYy46(i2^H$dG7~RNA?R0?po0V5 zD{16!7}PCky}0p zD*F(?qY2SvH8NCM$0l(W4MW3)e4$f>=;XfQT#n*$Ao02r9wjjtitss!jkF@R6u_*E z^r5CR9sMB`3N<3u6_f3pNzi;0aacxz%zjT?ToO)^K`9;z37@oBD0$+4{9J6Df9kVw zjvTkV7<=c(Sow@OZt1R2es*;q;(tJm#A;-RzylC6sgTMtAgB81EESIG*qho2K`!pN z%~7)O(-Svwwi<O19OZinoYABOBI2!b( z3X=MfPYu-UW)%>+R8I9Tuj-de?dwtHbLOzOx<|autLpWp=H*iHM&fVJLh)6gP`gG8~ zC8Er3qbQ6Xc8$_>e-6#7C%wy&*tXUs#@bjK9c+{hv=1VR3|O8cz_KkbSSWkiRScH& zD@AFewpHND2|zU+IrbA9x#WXK>yS0O3LAyT0c>=jJ+mKrsBF`${eb0eJt2m5civ&8 zJY6s7by#!nO?nyD1J)=FYyTTdAJ)BMSX+6Am3&U`?rm6qNnts8GlVzd?kWno_JMj^ zlC%qq&g_Gfz=8Ig_b2Coo6c*N?z}S#!J7oM-jEksmjYV%_XaHlQtn|lpLH)E#mj+g zb)Y@luRg{I3UhcnX2+;{NQ~@ntunEexa82>?As{2e47B1^ww^ z+%!%Y){l!}{b=4{-GX8LaBstUUoU4>c~7deP@{9I=$IcY6b-b0xevTSL?T)<=s*F$ z7@-J7>PlCAm)E2Gl`eKwk;>h8RB(A^g#Fh9cK#+WcCG++zT6vj-kI-wG2iK8p0mX$ zv^{A`3N z>A{Y`IiT=7QqF&%+{Ag*l-qRwmmxnpQ?^A{SP1x{k!RU+gGWsSkdaO4_f3}Bf%KVp< z=~t9_E-0hI=ZV#?f%X%oKSsuHw@R5q9t0pmgAGI_X{=N^Dww=Q` z3O|g(-L?c0K7y$}@S&lIgU@;PNjS2Z#~Lfg0Y}9qlpIoDHA@&gf8oQA2zXuqivOHh z;)3UBSV$|t@@KcnZ+bN;fkN$M1j-p{JVFfN#NRcU;XhGpgW>=3q0|P;3sLxoD4Y>2 zf{8w0A=bx%OAb1f%sl2J8Bm*xy)PLb)eH^^D0XjxS>fv+n&Pz$Q!e zRVW`d6FV;pPZjcuaWCUI1EE0ZG{ZO*nR5%Ck!N@jE~f`kn{j$PcyN!oV&8juA`=`I zd>&?B3eEPe$r@y4U7cIDn=geKyl^dz!C+YQ89!TSyarla!9Sk~ zP7TyDG$4h|Oomq_En<%N(n7+9^nq@92ReeyL}MFQ&)vOZhkT|zqfAzy0uo~-)=`{Y zI=d$;_y`ywk`;WEK5?=F{=4BP zuYO1O^C+1rrg|3j`)u?!0!9^ooMMU_s>AP52M$b3@zdglEIEd_Au>A8!Y_j8{>2dg zIcmdHt-cYHQ?P^MSpTIQTB!P+F~k$uY|VL9fv&bAvq|?kf6Anq^G~5qJm>jS>YR5a zOM*yx_iYOH;b-Y1fxs;&$y>!i+2YctoT;fhOH;?6I;ab%1(`m@G*S$=;CcI*EHOsy z0N$fZl~EBw1?@^C%lAt5dlPVSm+zIULqPrT?iCu#LUpiuf|%6R5rmx{#$;KeCJSag z#6huoih2-R^L$O!EEjA+rrW%ENz0UQJ$QjhR-!*yx0%(GQQ|^ff@vND&EtwhL31MP z+N&!IOO0Bkxk4SAZa+&fWpfZCjOS}B?PrSLN8^949(&W$N}2dbM^A>V_U)cBZoXDp zT;7D3IU*jZ^HpvHV>wlNWlK!U* zl3Jy~-!=^EK|3UAH$Zuj0Llw}ffBxeN{ATwYSLl#=@xtQED?M2cEkZeWDFk3oy&-r zu@G!5U36g~KBfbgQ70;^#5dD}yG0M`K0Q!-R@sT;0nEEl9v$fPZ?yJSXC%S+Pu2G&aEvdiZHH--W4nDu}L^D_J-TVrqxBjs%yJ`QrrQOihp{L1j~*UkQe`ZiRNiY6G?rLL<@$ zKi!YGWw%)UboDb%f>#tze3gU-pT9{PjbPc=!!me>G_{s z==oap>#_8FK7pR_b4Nx~p(Ja2$0KsGxG`C2pE)6Pxuyt#v~J#7?k7msTZNZv(<|Yl zptyZ3zCa&a3BQKsXtVO?`0J3=vD9raJ|;l--b4T}n4a(%J5~?#_{1&?ka-_%x!`hZRKozY*;Ra;;_16Gou1 z544XOu@(jX))hfl=0Q*gkXO@UrebuqKbt-)UJQc!gb ziuMOp`Iutx6|N(WV4o{TH*EnY8A(Z7{(tt~1WvA_x)=5)FC&aGhA}YMzQ)VUn3>j$ zWMNCTgyl8Hwk#xpWsGU}%-osotDf$0FIq5*9acMy2`~l{5}S}b@)GhAcwsRRAP)i# z*$Ls9ge8dy2_!stK!89V`M&?Dy>8!oyXtn2G&1rJG~Ksv)j4(Q)TvXa&SEq$C-`de)gB^l>CtIV3d@zG$cxukbeY{1yY($qXT{+ zE&^lG4UXX=r)U_U+zy@XOGuwuTd0QO7P}DaLgG$km|^(`S$ypNIuc*jW?AM;)^M?o zw1Gy+Gs!YXDb<@&dQDXMnuvVYL{y;`+$501ubs6!u{|GL&d+<6`rLt!GgFxc6isnqKGCW4y^!59ocF!=T}dSZgOo7TQ>IZ-_0}XcH3XtHZ>l{ju(FCw~V@ zw6J5uTVrUZ@AphyYd3HR~1w7WFQ2M!i-cD5NSb zydo=u)IW36^o*$xZA zj`G1K#Mi#ynu*}j4HLoiV|Tx0dSgL~u(^7rP;V@(o1Q96Pfu-FN3Y}UYYLZcK!Wq> z>FM>{AZ(amzy32ZY;|`3gClvkh8#Px$APu`0kt5x&B+#Q<3h0YW@x?%4|hCT*rMy> zF+|eEi56XdNP>8QnCG>SnW7eDG%+m#wBsbIRj`AtYH z(YLG!BLRBAT4Dq%isTy@&V03A;zVAW~PAm@DCwJyM$^Y7Ewh6)e9Yu zQ=9j|j{>lO4I8I8V)R6cby-JNotZXO3!!oseA1EKgq0qR6)>UUGy2I&qo_udcvHL9 zSbkE_SF9NHe)Ygei?iHdI#UFQ&Y{7NL}&TXfSEi6BNEl0fyTXbd*S)Z zCn$YOBu*D$1_pp1@oBZf3@%VXbu^^|kE*-Ohaj=VNmWTNVKlL$>NxWW+kFxzUhf4| za3Vo+j=M7p#P zCL>~@yC=(5Qh?|OiY82Q9q=JYj9;iEX^YV$#xK2cn!nZysNffZ58aMJnk2oXGqM_!z)heCem)jV-}ea3Eb{kdp-0~$MW zJ)bNeuBRzZ;`;R|7N894PZ9$^(e6faZv3$#7-QM054B<}`z(y7%m`+)>>6gklJLbh z8|+KHzzPN>SdI)j(u;QBz07wMy3rd5D$?`#U~ID0d1(B4G520fmc|J(--x#fJj$CV4MI|oQGaH2ud7&V>C28h;v%9eJEjkq?j4#3u3h<^=n+qis5gc@1;7 zWE1m|A{b-TfA*nPj8QMdcphT}vl-PvbpE>+SizhG%aJ)pedq@+bben^FFI+SvD+H@ z^2JO9f!t_?8XW0!)`P^N$mD~uv^A`Mvl9TBrZHH21T-B*K!+IIFGnt0wg%|v{!P8T!bLqsMf#>!t) zcklYLitWGOO#5NDqu;d2`4vTyq-f6a54yr$zk%iRw>@Nq4EcNv?|y;3Yv61o%hmWA z4~IKR8FYV;2hZ>JgXgLI{#mfIAic);B=NHp-Riqd-%}SLn$z{zWcr?hMhGwZiJH!1 zw@5JfWCIw<1Q4BwFq*D8{4wT*!-&@6cLin*Te%XH_-2C}&jxp999-v&W_xJ~Zo9?i zVyV%(vt5US((=9J1~7zo6(Z>pJd>GD6=q;AWV$Cw{49s05|i44x-xT6DT`pM$0Y5@ z1du*S9ESHKy(Al4j!EK(_)JpocPRmumdMfH&dJe{U(f@7ndLiItOV&_^GNQp>~Ql%PF z$VYRwQCXs(59!WXsxH)#ho`*A2q%>+xb}ua2)1l5B1;#GQ&aDY5YTu8Cs)2%ClvqA z1N`8O#(YLuWV{aEEF}7kikv>eK+=`r=R=%;AMhcdJOT?EQih-Rp?xnu#kZ|evdP_f z)#9hw{g3%-ycPv* zg1gv*0RN57!o;f@k8Z}3=OGQm4UJNBZ+#yCjZWxyMNL{+R2FZq$N0N{M}<2wN2UEP z-1zY`YVamBr<%3lon1c@*lGz$ns|f({cbd-%C`2e>lI=zXP?BrSLBv}N)t0|Yi44u zsZ>?9ML)+|#Lw3;n}jGQJbaXoFgHi}s1H6;;*J@i{yjm$Mz=y%Sx0Sga*b}p4~C4B zmc#^Q$ByFIbJ7V2`f4mtxK~1y)l#WZf_f4*c-W2*8KeV|u4r1HDJBR>Ct#9;`a?3N zO9hg)xVZX5@jzV7LZ(QG1nYuI+s?Ne2%SMpZ5`TFr8dNVm<$j}GgEI;m>1dLjWQa+ zBr;+wAo&Fot(01$-fkhA0BaZMBEq{H?QmRlHb2)W&ej_Z9@CrHr}#OL(`$sY1yW)J zRpc0`G75B$o@mu9NZA62NZo;v3$(=ega4+K> z%=3Wwv+Impo_;$lZ3)@S`Qh@~zlG9FSQxF2T*-Z9peoCeDKLbJkGhj_IMC&CR3CXiQK zJvxyXL0RFGUuy7mD6k`1(_jRt6L3gASuoikRkJnxn-Wyf+AVi~>E@@z z{1(CxMU2ZuL3(>KUkN`BzHMZ`D*QME0NQMx!P(u48(!&Ju5a@peoUXb2spom<7{n^ zv8t`YRvde(*nk~D|C<*YV#_4hSzD&DE>o(t3e-}5RVYRe6C@05wB?&`EmK^t^IQ%*%9a`u*lzKSP4+yJ~==(k+ zGTC<$jsGtiJF+jICLi{t$xUG2J&(|lOC@}*2UK#K0({H>fFehc z!vxUB@jrI-H}D{QJdXYS9r=|5ixeATt~Kj2v2l6@?Ayng|5UVx4sY#IlLp}-Hsm+< zx0{)y6q%OqabuVKCR#ZNm2Zrwl<|2XA!bmE*}V=u;|tc=^VYmG zqb2%fLs+Pa$^5O9M@3UBi8HjciPqCf8;PcTR;jsBu0!KVGM;NpV#Y&asYIyDrOW!fi;B279tZT8eu8KPO9#%dkvJ=B45Z8K%+brJQ;P`lMbfje5p$@3pIlL{QvU3p$#Ue}T`%y*_hc z3cAf;5^F8IU^Wo zb8;;&+kZy6$5{9JeS`$v;L?B02}cG7sY6m)M9@xWLwaz~4-`c_f`h(` zMp@dN8PD;5*t-VKMjVjF*Lav59CT`wHR~zy8>gUAZah!qRzl938dK}>a7TW%dGvxj z*q+-Dwu6b1*^&qEO$=|hP^KF)0i;LCa2VcEGPh=f%Mm5R5wSNQGnS#7^?ScdQ8HRG zMc<+&d1#_!&UcaZ>9H~z>G*~oeF1|QT&&F9#9|^=hLeXyY&=SoV){oy*?7}8z%Rf> z8du3VsU$phR6xccx>CX-x}O+yBAB(KjcIIxX;j~B}VYU6EOOZpnamZm0?SG{c{{23#U(+QtbGF<^MVtWkwf5-uVI8jSR#o?HDKxLM0 z+@j;XaboIr%lcO)p-JdAkXCkI32wBp6sCL!)WUc)SSryK*v!G93cS%FIN@oHG81!i z@HvM(z^x)&rQxc}LW$s#TQ0Q_6N6fElqUw^FnFak1XFufP|g?vU&gg9+A0(>G-fs? z|97f6VM5yvCu2egLJ6hh_EqZbX7!*54$%%|KXXGL?tII8wsE;~#Ll-~>;J*m`VaH2 zbt)V5J%^X)_ zoZrQcA^M4%!JiFUok^<0LNx6){O{p<;b9;pi}?7d;vLIfTYp1`gU_ocZ$;yJY;+9+WYvC zJsznL9qGf+96!c6{=&Q*PjzaZ)gQ;F>tfLdp*BSyqJJKye?CnAe1!h_DE^^^bOZhZ zgD#!xh9_F*UmZU!gpz)sNpU47#T9u;LDerLB2f9Pfa-rb8c_W>4ull}WLttM7GEue z@|NJX>4{+dM6luZLC0NNHy8TiM+JJ5FN5=c6j7;ei}H0LhO7d=kMjHDIq>@^zbk%M z+XuS`-JY-$_6$&$dxm>}`m0YKXn^`=89{EPzmxR;TO;uuvQJNicU>lvlXPNZ`pJj#<_<-Ut z!Cym06VY15^dkL<#HmzWDwi<*qO_?I_5d0n-Bb&9t16Bjc#9_&Fy@#rfLl0wLmygZ zLxnY&#VmZA$m+uRL!pgFsd#G|PNA5%LV0cuxe}Be%}ffwi{rp=o0gI_o#4z_9*rKb zWubVVRvBz&^bpA$tbRdz1hw;}MXYes^*kD$79f5=3_WHH(*eqW3^aEr$y+JSU>Qjg zu-pRjDJ~Ag=((|YhK20MYVabLOt8PvBD5@H#&`gU0Jx$D1{R|PUYmo_dE7FLvhyh2 zH%#6Xw#xN6eixzb?2>+*!NMZ=29hQ@fdwO1&}=sv^#xcp1<=_>$S;gwrfHVj^Yf@W zzW@tr3FGGs%N9FzN~t2k(j15)+M4e#Rlzfqny7ghlT)^gQcWo5L_uOJqy^7ep{(vo z+$r9^wp4AZv>F4=(Xk(^AuP`BUBY7NPWchmXySv}a)>vmHZVv7E}%AY*16*kZjWf; zKswivE1ur1({`f5BXz( zH!5npK*3~U%_GZP4Sw-rh+RuacLBp2hDz@SW0b}L`Ar1)@Bq?VG%>RVkkP_A=EY^; zFgiYzFR=(0oeWq?&{Jxv5FVNlj{{>}arGWN%L*il>=jtf84(k#ouVV_b$lXl4i93@ zgrC&Ub!lzYy;ULFe)Fk8YQ-`YXp$>7Ino3Vt?m%5^Qt=isX4h+ zoJpZS`>Hp2RU1#WrXQ7NK#6?%Qe&iAkw=B;rM~1+U67clPqoEeW#PWZQ3b|jl}z5* z%lNK7w%}dZg7@<+*a}w73aeoTl6$>?im+0GB)lmSePB$l!u8%6hm`+Qo~FwD6a5My zITHP{&j8JDXY|}WyFU0h%^lHOwxU-5d(#-Nc&Md!| zmsu_bv%H5fOSaFGxM%+FoUbg;hq?R)HFp&*&K`#l=x}F#1x6^{aLBA63;;${?q~V5 zK9YA@FTu2as^4kNZMN)ZS`Qgen%2Ps%bwPM!E}?+*ugZ7!zjGJnb0^_Q!l?f0TD-DfsjI{mtw>{hU1Wo;$5mXMEOI3r548Hw}O` zNJAknC%_jIl$JtXP{{A%l7fAuYYN#Uyc3UxY+C6({PZeQ_)eogd3?pTfOpoSv7@h8 z(jNZKe3vEpYz28N1##9oLJ%JAymy5uD_IP7_a^b(kinMh0Wo1FUuucQuA&T~HqIGy zG%sUb0meM9FUH(+E?idoFcDeD4Nn76e)CX2#-Ti>q1fU$N;H=%Lr%2eJs12;a~OmJ z-LOJ(^t@v=1j9Bi7@nI~FkA(}a9Ll1q4U@B_SEODH=ilg%MjX!88o(xAHPE!eq0Vs zD|EN=<#9{iTs~hx$oqJuIDB6jUe>i{s{d@AD0gKuN<;3 z9P(T@#D&k}Yh1&f$IW=On7Nm8|LgK{|8{WytNP>qa(`D;o)=U`i1NZA0xYz|&fdYp zgU;3MK7@zkhNAUre2O2+JHFmPuQ7<&ag(tzzy6`ksR7ys8fm+J13dQJO3DQXP4IeDcTgw-s@z>F~mk~>_4<~9i zr`ha7Q<20z=L=so<_1nFw8I1B?<$^(#3W1%#47U0AF^SECsGqJzxFt!Q$me?@E|v#j>$p4~T-|dn$@lKQ&;*4! zow;YQB74sa-J*&jE1w>qie4|zU_E)!9L>Q6de!-%U?T$Zz@8hb*H zkmsUwLUnl4^%%e;8vzSJ;#jNvH?!gRWx@8FcVC0X$c{sBj6T8VB&~Q*43Fet?Zh7Gp zrK#x6SN-x-PJYrDJM)qmV&=<7xp*kcy)yb8&O5)|C-1yFjd%2+W6wR{60&7caqy!I zk}hmkoYny z#rmijv`7590|24&ywl-TfeYVxd~qR_hv$sVZrPP#FP`EyBWJzLON;Y>O6F@r>z%Xy zhad#cS^p#Y#B$cNPnkLEZ78wCv5`or|9dl>1VHbv=_BPDwi^oc*08LU%c0p%^szNS z=Y*QXZVi26*s)Jt*gcydh>ZFg$XN7qc;0y?i;bK#v$;+#Rwj8kKH#2*s@14oE#51b z?-ds-B5Z%TWK_2<50yvCPvA~c$2&@gSbmax&^aq1$No}fPIfKy zryg%W2ak|p9F($$yQ%R8tG+?J6wnml^p)BoCW9=n!Yr0rI7-y%eI%Og(H5QQC zO`I@>SR{3@>j3qnG6X2H9s)>u8m{EiaE0$QM9-xbJe{#*T-Zima-0rY;)}^TiFD54 zNqlcXygDMd85wsRL}Yg@*ig9m*+a>($E=OCm8{|4^ayU@BY1(&2;}KX4B})=`t#8~ zF%C&<$elA&@Rqox{;shtb8P2*uw`0=K$Vgv&oWeS#qW*ccvvHhCPbga8zjOT<#^hdJL9AEBSnEXpOW+@__OSkfU z_D(ZaexrQQIX#Be7*D%3R(?Revi`Qq&uihH7O6NG#-m#&g3HOlv4}HCky6Qon*;Sq zFuHXs_As^$4|jxyp*WG*UwgDJ$ zf^cH=HT+>X5I5fsZJy5tE6wnLpe8ntuj4hF4rUPRwO5u}|Pe|mLx)FV*kTd`S=zHeaHdF~*vh<0vO@^y3)%wvZW%PJpJ-Id19Ta_8iwgOdrzCt{HQ0Dd6F571ZE zO@qx@9b(bB`eLb4TaJ#e1I$Upvj>+#@FNG*S&Jv(0ZK4bX)WK&Uf5r1)Rym!hJjb~ z4FHVJq))`S(bEXmTr{CUe2)fkh__e9*~CFvBAXTiH1g=Fpb=ETV?pU}q6t6q8*0;4 zJHiI+w~G!33^MalIvkOFSS*RKsg&b^^rggMbT*+r55#Ei3A$2-x*D80mk(;eq#*HE>qmtddd9W5X z7U(i-77d9Ncz!R@2^0G`NU5Akr5U7pGH!kf!BupL!v$kl6hM(-N+i$TU#?T4sIaxa z-qLu|5V~OESB|(4>_VzTb;4$s zaqMnte;sMUYO^fQ7^iI=S4_q*CGQ@cEHCY*}lRdx`Mrp460B2unQZu< zReosCSX1<2r?)kP1{c$V%Dq)|*Ou_lD((U|Rue?YeerZ!MfH zqXZE9eoJKr>2D{3o7mD@PfKrGaCK##$q!g-DH-HqSV9WTaEO#AzU^AuPcS_htiQx* z$*rH7T3?vjuwmnKx@tT;uqx41hoOCk2R&om9WD&OkNXsp@dL2E@XkqGczUX()u88l z_R@Q03~2gt&`a+gS~z;?5#An4k8W=otVueo9!oFX5*j7B(;I7EZ{$6V+#lc8!tOTH zMoQMr(#MW_G?RB#ipQ=}emBDvuTes#Rvb8)W0F*l*`*H7M$j6VCm5;$&f?OBn+K5n zRVAt2jD)YVE!I}r5=b9r3A=}+hllZ!)P3hj`AxRLuQi4w`Nevscq95P;){{!H|dY- zkxJU*1-+k%_P@?1+RfX^&IQ_8SugTW^f9ofU|=8R1M~4B|8p;p!cCUo;BZbP?Rl?} z!jp2Q9lXf@fuM~CQysr=f8#T~06^C%F&P(L^ON-MLa6BX)tw z>Ml8*#97WsAUF9CB*t4$1Iim2P3(ApEH6dIPuF~**tW35TLE|^0u_Ie>lKHR&5t_3_ zb}MlY{{glgIPINWv&!z(-a84GcRBzNxJXr5I-}*jsNdFY@f}OPsf*vk<4jDoDR6QB z9JdCA7^r32H>+z%85jB6O!F5s>Uh_>uvcK#=z_&fs3P*>-?-@Q!j9jwofdzt7@RHi zFK2T1SUKyW_lv4+=ini8?1+;}IC^|VX=~~nGm%0&zHgSlrdq@{&2OgtFx=5^+Eo0$ zqD0aKe)$Jo?hfC;a`{dV*&uKEAH%!<#@;n>K7sgxi!hC^@o>1qzu0)Ly%QoW{lt}w z=SgUkCBriDJc-|+G~=k+&xbqeyN&R9c@RFQFNDPk>q6Li4us`*8{y0HAbg28!s((} z&c>I)HF|+Y|4JN6z9B2`iP1Tyhjd%EFVpEDCfqbM!d-3}pT_|Db<^Ni?aWi7L?joU z8k{!l2K5U>CM=Mio*G-Oad(L&qpP@ioyc70aG{3AJvz=v8D~^XB3h!iO1<)7B3Es(emwX)?MzZAVZB{=E*TuNd zMRl$?0sv`Uc5~@5+&SXMp;_z|oW)+|%VN=8)Pi4i>bdS|A$^d$0bk3m>gSM<7{wLl zP~5MHQgEy|9vL|4cD+3p>tYN4JpDk^ zGEk*lq$rltXtz3 zbWjvFlzIcdkFxlb(U&tge1uJm<2FpnG_QOulw^9SN@4>nUSQR+`AgI-Kcym9z?LAU zJ&tk8N>kUCzA-})wQq-i;Dz2o_QHm>ru!SMxH@m?` zCIYC3HCfDB$~q(I6J_&YH{uY~O(WM3Y9!Lzq~)14paYeFM9MFg8iGaWF^GXq!Y;*W zp#VoXCR4e1Rp0U9_Pj+#&5FW6oxx7Ih^5k8vb`F+3WwDLA!<@`Wi7r%g&=i?e!rDR^DOR9Y zlia0u=y(1uYgR77Ly)ji@1uY>Qr3taC0W;Id?@wFHT;`e6w$wMP37x8no3O9-T-Cg zAKALf<6*Gp>2SM_uacZAB>(DAD}(bnX#jawg-ppKnao-dDhHb5YGCsg%g?86t5O4% zDfM&_x86H&d-_;G8m@ms7^TDU*y-vRAV3(Y>h0tBJ0G;-F5TI8$aH?}ZBq7f;!* zin~_+A3 zG#l$NC6}&1E#+5*V)QbCG!nhk2TN0?O``FBG|sw$BkPc0A5K&s_MxdrVxM*LL~kWe zO-s3pj3-2q*ru+o^#rxlcSRpIg>UyEPK=WZK!2Ih$L6H9QqzRuEG3!s%tqneUML7I zBDjuR^z>A{T_Tt9hC(&^FhLxNKIDU~$xZ9f`2A??$W5HEKHNmpk;F}ZCKX4`P3#Cj z{M6UUr0-LS>Ond!;&&qRoHs&HCyOp@P z_&!r@veh)P`SJ65cCWVXM7Vr4L3etYOwu~ElRHettkN(U!Ag(tOlH)O#%b6!SFthJEf7mu*s(WeEO5_=3~17#AM7RAV`4r zi3ipM6QP~FX>an7G_`V2D!I#KDxH)3vVt#{c+dCra@xvidU>BTy)=!chNgMLps54T z=YjUAsd6)?%1u60F@+4V+4C4loEA2xp3lN202>_u2qClH;Z-4I`0DV*g@g?EEXr=# zbzK|xgi6ZKC2~nh?p=*f>hfOt#F9y}PhH6*nZv6{CYjrR_qsGo zzqc3f<(^)=*408EzP#7Qb_R7NX#q&Nn8fD5jrQFRy-!V~j1*ugzp4ewl)QIg2GjR} zZ0FtwRol)h5504*MY}E+-*cp8*mm(%#AHMoGrVPEwq@-x8~Y*M!}r6A93CFNA3&ol zElT=ol85j6*t-VKhBL3m*Laxh;rqEfc>Z}mc*;UL?AW6*wH^<5PTxVqa&hwAD!ou0(^8d`_D_DQ%FDOkZq%BIHWK@dL>scX z(AMus>sk#WoRNM?U~c)Iy~cygE0>>2?yRc>8$Ib)^GUzbchaM6)Pg(SYP$D4!qsfY z+aCV5%$a}%Qjs$U>bn@8vqSVF_nf8MV&yre{b-xH9BFUm1i8hBAo7$eXhP|HccFda zDc3lWEl5Y&6()mZzC#92vsc8aS@xkOJIM)BQo7-gk<#fT$Elva!5NOO#$4@i03c3I zlGSkt;vM90biI$$N_hXIRk+(OR7dJOyrhkyCy-j=BxO~sLQ zi}L7Ip0Y=IdnG+(kMgzyU(+jtTJXau8jq!A9@qd*E;6-2>0D_rUYd*BNy{ zNaiZg{Vc(4Ys~iBx{pM$RwXxs5DmET>L?FG|)benfeap)q=COO1_hdV0{Q26MX-g$q^C-~94 z6HI=bpYLyiw~5^n^E*?oS8b>NR(%1npR9x-rG-W+>7{mSNI7oqZlJDPS9;4U`t4C3 z^7`*cFQxBtN`EIWr7r}f|IL@u>8H0uKS*(oqgDF>2Tr@*WKlf9Z?uCRkrIxFqv zINaveLb-QmpK{AM-Kmr34dWQclhGb$K+D}c=FccRhGI|EBs0C^d@nSF!w$g~*z~e= zr1&uk)KY#`C`OkMB;2_AU};(r$cJ@38ut?E;trM*HJuN;tq3#~r!fGw$HIkNS%jFN z0Gn(ly_j>Oyweagl3x{3*u3rXp-9Y1^=#mLGsoFtpW_XeM)uhTS@HrYScTv?vPy=d zq98@a8w%B^MG%oH%m-VOWyo)}j>e8G!wKobGDQB<7yz4PZtiwvB-O#slaZ87&U%UQ zO^)|bzvx4}7zk|k(yvnD=hgS&z=hf_1!br+D*X&otJ{&*0ChW-e@+eE! zxfK64<%}h(!6O`S$klC5_;=w{m+SzxAqQ~DC%M{c9{DQgkuUr3NNh=x>*W_2n z8b*VQbCU}mVfh;Caejx7^Z)pa(_9NQ$bV&n%vPnuR?q2?&8otuQz)7Q;0q1_GA<0V z!3lROd5;V+rtaVEhP~abhWAN#t25~nbGKrjGTp6gD5ie^DLw){S#=EPsmgG6!=9Ce z&sW%8ps-_~y0BwK9uq1H7f|g<)b+J13&V`lU0S$DY2VD+!c?U^gHe2;ZX#p|O^|^L6l)}LIeZ4TA0~&$#E~Y=O-nV7SSU;^=uzJJWFp|9WhR5uB z!|B6aMmA+OU{QHE<4rryrAD^1*xNBIz1x&(#OV#-1{SMJe9<;h@s0w@w_U#rI}7SM zN!f^JD)YVa#qepOXLc8#+2^ZyN^}BC@Vht+6f*e9^0IilNi0rf&p?5xOKd>q4*_O03Sm1)FOV3GQl>DDXx72I1mNI5&qpTNKUDQ+MG3^?hv# zuTr6)X`gMhy9!;yphe9AfY3GM+`}d7 zwTD!A7PhgC?|Qx9ckykn&qB#pr}f)aF*#kZBL(xOUb}M!{#H38x#pA6ikE99rWs7R=GCJCFt#W5 z%GxGqrBE&Bjd+iaV%RNCp^way-Y`yGevM3x&DUY#DI?{4q0VXjb)qC@w3RR%i7pq2 zI$h$?C|A+$mrCh97a_-(3$c41>0mQA4t4clNmS#eGqrGjf%A-AAz2)=VhX^vc>hxD*8CNpufGb(+DAkbg5XX3SPm)-f+NPRbOE>Ygbc63&ik?R; z_~AEEVpxTZ#fD=&(>UD5akw=v4wRNz{B;ZURt5r#?OPb0~sE7H0pcnOJQwq zoeHi}>EjpG7fT0AtQPC7y!bKl0tYwNkt$f0T_t*(M1{{9H#tHI&ej)E*Zcr#e8G{8 zRfL>l&)PgyKtU8o4tC8}ka=Vntsl@sDRuA z1=v8!{#ze)G-?54(NT+^T-DqM>)M5+Dt`9rr$7;hJ_XcWdvjf=v z7#g;YXqsYl#n^*rL)RXnSTl{pMU4?ciBjrEtVud7>RtE}E+_3%{2g77c_N50 z=L?GC=qQbVq)8cakda#+du~0U^`x_W5b*XE=Ax&K~`Kh#LI>a zmu^}&U&A{jULafW-*jBM{7jCYB+(x~UMAiUTaTYHVVS>GtzB+kuw~q6w~Wi+cN8Oa zeczUF55J5Yg- zF-fXTPfu-FN3Y}UYYLZcC`@gfo}OOc<^TKjpNU~JaZcjw502#F8Y1k-9tYO$$72%1 z7F*-pVkm{7rJ>oQg)O=si6N3MPPFLyED0Vhx@asOqU*^R{zq7obXYw^SNdgMqOZE4 z6&lCH9{03+9)cleTT7hZP#!@jS4D&uiTDzo`+k1~+3gLFMwaI1r4Wsx5he1MMXZeK z3OpMSs!+%uhi2Q21~SSO_d#n60jAZ)L6X7IUd$AL&tD7pYY?lpQD-7RrlkWCI8XFX z4|qLTWy_bW+s1N(5{9Ly*`)dInIwf}?En6A}q)eqvwLL@*}a=>=5q6G3w1r-Ul= z!kU@zi$X053BpJ;>w}%iBUEVo4m5V;5l%WE9wCAs!vNSka(nU?)X(-~><&p%>r@M( zlpV3Bin46d@9`mPjML7-z+cV>ZgJWgw%1DV;+qZjjb2~{uMsRqUb}9PREBIDSbvHP z(Yt6gC=2gH36rmh`oD_Cj(p80%7?EBKoVc?aZ!5mC_G6l{p4<7lChG0QsiaK{c#`K z#+aJ|^gqJLYj4X>l<_}|$yEeU{IQM5pLro7*qxv|virrk$qnAl*H{fO`g_82B>IZa z7)?eF(D?7r*pZR>r1&s0O=S`zKiyQYE#*3i6OYH+lJ(eUMFGZZ|LHUQ7_U+6?~fP- zY+hT#bbkp{e6zuxauCFKR=EXd5iCc}I<=cFV42ucg;MlPLT4m;h7VRIFFXs4&qQNK zUf@LY;RPaf5-(h69;eceQb~+)0yUMB#J?zlFxI%#hZ-@~I1l(<%m`w$#tC%pQ$X1l z8|bxOKm}tEBuB=0Mh_x^OR`>3$VRskOq9Fv!PjIN%7(BTjU8Er6Vr!fXbO^8=4|^| z?Q*0()oLQAFZNWEW4`S_61Dhajoa%vZm;#h&73w$ zt?(*_Shn#>9NqXBe5Q>?&ZjNAmGC|PDLWB6;lj-n*}dAwNW$eC4gdr$(zYi3v2w;c zy{5C9+r`47c1IGK!_%EWQ+>(duhA;k=irZieNP|bZ7KfrD*d-WD3)2gYvA{d-?RMk z<+1V_2vSOlRDPp;(7E0fhDs(U^IP{c+2m^IdajlOlk({;)pluS<(*v!h`0Og*9Mu@2U ziDHjqw@5(vWCM6sCV=Qf+!u7g__2Z!t;O#O%o?_ammfIh7(B&)!lWb~+i<6{;hq_X z+c~4zURuJvZLzsnYP9Zb*IOv$b}yL;hw!e#D19sF=B?iEQu1;w4x%p+FZGqYJVz)( zXUtW)re`wOW9SN4_#=#IZ~+Sub2|STW+b|WxKP9_aKbVF;LnKl*fVC~Di?=g^1NlY z@3`Jk@w94rNl)6&K>AV)9EHTZu!CmuaC~KwulDNQPuSetAqHfHt=o)HbR;F`3Q!PGI4d0oH?xYsn6IfFv;qJ?}Ge2afBuBCLDsv_2 zk(68Blu~lXAv>|7@PC$CkVwrd=n7YKt_ZTCnxjMV*oFUG;@#pJhO^ut z#5YaBdpQMP=R-kx@DW5LSLRoteXm=tw_nTr=;3*@%IGGEvw9KK^YzPozTWOLU+gd_ zChH_j)&p#^oDN`oUek9{;~vl8hPxdAhy$2heXxb_4sv8k{|Kka!+B{!uD22oFtL>- z{Wr1KZQZ(+rMO1IZI&^7oMp(SeAk7AuogDp7FJwr;~#o7Ha#^p5p3k|sFlAZxJ#wg z9-UpR=*+Rm@jd!HobqmHl$v|%`>wj_`ca(qcFL*+)P%lLcqyb=6{DS=N@#v4Mx zV=$rpsvcAec|!@HDeY97pt%&z!c7eQao02kl{!e#+ZcyR)npC-rj|?e6~51|Zd{ZY2!5)9V8S5X~1qhwvspWIxAa;}{|*G=M@$+uo&Yo)(+B4lumHIlME7&pX{ zzdBbA{C*#-asgQ7JDgQ4|C1AXc{&|?7tUGf1}-~ORV41l2$IkT6VDW5#%;>ItA^#| zQe8zDX>susng`^7_L&az*gzgCr=c_(d>hmi1!OP@h>un-?=ycCZ1O`WeFx@Rla_;U?vyk>On|z&^FFN z&&|t0bX$IzF9)R`C1u}u=}tZmX*k11*M1!^h3Diovp z2+~OOdLJy!-D3=mUxUVujw76?KI}tNk;Fa^YxO(%gy3>IK%@sdD5PlkWEWRpE*rwz zeVq!@PXxv-qL?`2iJC0NPw)1bsTf<+vEW^7vTU|K!x)x4VM+0Nrv2MvcfTD}dF<|A zirq%O-wQ3l=7ftQo4;+9PNyW(Ls|HNT%2g*jENKt4>53j9s*gmU_L(tr$x|JT zPolBolIINPv*d|Q`I66WCG5=KWSdL2swH+WekRWD)!w}bm%mBaz1|>`zz>OZ@w;Fy zs)jqbp>>-~8f;rS!e+bLVwrKIk`@n?qXM__BQvumWI>U+B<<*{lO=|dMfC$EQKBDl zUig6zFT{ijr9%HMV+S`|gMIJzvaEq=Ly;9)OA4@_bn-(cl&b83qq#+mtG*)x0O?k zjc4zQ1h;|^(Z|=|pBK?5R*`^x>dN`gd>KW~|J)9ox5aGrLZyS*dJuk`JNozIw0#5m zaOeEFw7WZXHD`m0-_S{Ix7(X@IGKi04yOIA7Bkabo0#o%sh92BSyyd4zq-nNJ8hbZ zY}eYw^Gs<@H|N@dd{%g zqtkvq+)>|c&izOpgg@wwuq{YU2`ndp{2KLAi0&c04!K|BI!`f^?%t?}65oQN2t!*D z_r`yqX%X&?oPNxOu1ch2n`e)d%$uCu>X1Kz4h2%GD&M(2dQfZ`eVg#bK}n!3@5nP% z9ny|gzxZU+@l7=yhD!TsSJKyOit6G{R-PLQLoZ0LAu?Y_b~`xWHR|mJ%AkVlVNtpS z-ZquRN|WW8qM{@f)Z#c5pHCy2lN{-MOjwj_~ZUw9kiQyG6zFBUXkCV}8 zmi#Ga$^Z0a$>=B4g8OXhd5><~qRqvL*HQm+Evzo64pW6A1H2WGrA6eFY061g*1OT5 zzQ4v&#!Lh=2Zt&sdyct;gTuj~#Ouf4s(G#gM+D4ciSng3!3U*QP%iDm6C)1{TsP(_ zlwORIueMw5Skl8WxOt5SEMW>Isj*Vy42_wM$?XKFThR804V1f?n`60p!hMx`yIDQh zRp9w&Yuv+~Z@SMjOl?Q>OzXw;P&zbW<-7J{s19)zXY@(|~Axionn)Q*)nkFS*p zt9!myhU(0DO0F1@2TFCs<*L41K0**4?yP=9HCtZ9*>X&=OX5kx_Wm&0l00(HA0%6T z;;K@0wp}H`P1e*l>0Abr5`)2NsH8hm*^*>8(}zJUt1b+ljj!=+G3I%x6d{3nySwR!F$tbUkYy zP$3ews}PTm(eX_;mG(Re`eIv&ePai=Ztk5;yNqhpEM6qazc$AOiXwso$dPCBWWdgt z?L}-0i-?z{4Fq|MXUlLWUqU`l!a?t10)$M3DdRgvc~(q37Q2@Kg|H9-=C(Rpx25Xs zfY@9r&C+%`6Snq;Ayr=yXCQfi5@19%`mWx!zxA{nln7h7C<$DxjcT0@7G9`#LAc59 zhf91ITqJ-237VQwA`gpax~rAc@8Z2T@Z^}(*yj3lYGGVOfeI2 zFHVW{5G%my7qqNNuA`~leGPYMCyvGs6{bOhyd~w!!qQ*Q;J_;fOUgQOxgsexp2A;V z3{+QFg$89OTtysGu)onFw5$W~IE9r0uIPb*OpxCQ5!Nm-K5()n+J% zI?!N{{ownsIJrCG$ll_6_YcT7(g#1&WiI*^PvDr&swu5K=zFTsCei$$z?#Oc;b zi*krvOGtNtLn}p^%AfttK>|W2nVRU>bXA}#Ug>0~K zH=*Rf-s}L8H}hTo7kzg5m>zT)Hu?_VhYuP~ncT|OQ!Cta0k&(!#hC#jSpSKebblLk zpPO^~#>_Th3ajK(=D#WT-jFAQJ~m^gjd(KXZxim`>UwR!lYCpvvH7N*m*rk`QS!#y zYtscn{cN}vgLrSY{cN=TZL+yG*hyiN$i2D3?x(g(uZ^|eO||ESI-p3gzBW;{;}NTS zZlJw3&s-ZPBH#MlG~G8$cIwR=*7o1~*x;Un4emGi2Im*n_CYV8!jYLE3ByXFWx)(< zn@A38OWr7@)xfWjHVAx{5F3de@fnn95TMlUe}u*uRnOqCU(A2x?rT4{gtd9h=ET$Y z0jm_j;m+zqOmomzIR||?F9%U#_b)OI$~Gy9Yp5@9X0w9fUecGLq^Cv}XOlw$Zn$&D zKu1OQp6rG~n|=(J{~z*6{P(<*NHL=Sx4%ieJ-62DqVvY*@K8V-?iBkSQ^Kt2bMExG zF@sNh1ry{?pg*p*Z&Q#{`tFm_*zqRnV9d1 zfW8ZJrv6Txpe!6@)HLS)LO%EB=bd{B@eKN#`}^`4S96{2dYtXzjIrua8}7Vyg{c+e zsG;5*#Z1u#OKs&Wb$MQvq5$Pf`(mj*=OW2SABS{H>+?LK=RctLb3D&;IFB*=QKGqA z8E~Qv@44V-n!_Lz=!S(h7P>mjx??c}!wb1!*qv7}P)7P4eF=unU&}j`Tz5S=jZyuX zqIwykV$1mPJH+9~<yzH#C6_!`%6=W#P0EoL6%-2W?ixt{`)-`*ehm;1XU@Vp{0Vtf`3 z5n!PucJ>Y)9(1m5_W?XK5A`49Q~dtCQ@jyV{9fNFPIuKyOc5oV_Q-_GF9FiqldGSI zUFX*>*{|AOfpl5(YuxZ_dIfe?Iz`l1eTX0Pptuw`{~e>hol7T{49X=%)VI9Q5LZqF zJL}5HSWziSpj=Z#{eJ{$B>JfjmZs@(6B_>njeD6M1^aNK`mhg8MH2g*Bci{A`;C+9 zjf(#j)KTA+aAuM0Bd_$Z!^Sv=d~eP~d)%p6SChxX|4Ira_SptG?gdhC3BhsXk|)LK zBXQ~eK_M1hPW_KWn|*LId4p(i2^u@{1}B>jZx8^^8`-TyN{j~`E;$6Ba`&n1UTrZ) zxRCR+h%&ZB-D_mFo_zU)4tE}*D(8d9hYw=Q;<=#CJY$7Cd4yU!d2*#)aPG`V!$jJ( zNWtVpvaDVYOa7o&b3*@opM-uz8ljDCWBUpa3weVE-K`cz4{+MN#fLVgFd`28MMjwH zt7;(tI1POS00Fqm0e}!j2OM4%xbTJJi;EUU*)0V=T_HpW5zTJ+Pq4sZ%rdnCb|RIq z!fx0*XV71O7(8dtU(zR*Gl+f4%o$`uF%xQ#!Ya`Fz&w1i9j~oUcSNR;Og?TP$5leE_IVr56+7gP>QH{*G&N@!( z%L2#2FLw&O#iVP4@`>A9%O#qRTP)N&clFM2)N?KhO9wY2MuCT0P)LI_R%hREtW`(s zwwsOFrk)gRxSTZLP>*B^EURI2sj?RyjtB~9ig;JLr9-X^aN_7> z6$4*U7@Duv-p%;x6#C=LSClm6u+NCWAh~(^HJxkBsT6B=jK^leambNFP`q}tk zc(L?mdcpEQ@^VJC+H<>mQyI**Y)38@nYZi#x#T@bs8@o~ty>`&SdrY}ju7{Xd)UcuGR8XPhZL-119@b^C%e_gSgV+V@t&?q zoeyHZ2~>P1GPfR?6KWanjw=A2`wye=NStrlPs<-xWD-gDln_bVOjNog_Xal6pQmV& zl%rs*{OR&%tgT$q^I?mg(e=~~8^fQfF+91O6Xo0|{bb{{rw3k-mcN*Y*Po=}rE|@l zDx-4Pa^NU^O<|qz>sVRmLUXP+Qp+4bN(JEvjlc&^wQXOP2_U_;Er(&(wmpFagPa`x z#h#A)vVr9&Xv@*i+Fe}Jkc>vflIIy&V)DR9pCR9+#BX|$Yo?4o3msd|a4!w#6a-fC zN>$69sUp`_nmo{LUC;Hn+*yO>mAU2UMZmdpBECSsSdJbA0;EmX^_d7owC-TcGlrwA3!^i zgV(^={`1)w5Sw$xq7x9#*Ew$K;Bx2WrGt|R2Ns&D{~)>{1vvW3vb@=I+#&9nt1qH% z*>d!GH0_*3>~wG`1ZQwSowaxp9-vU!N^ALE_QL*Bqqcl+Gz`3=htVoJlRnXGMNcDK zSt->9Qu@cR1)_zRf2VF7xI^M&X>R3?t!}Jk~=HpeL{x*#d=QJ@)$@w-@ znmUW1(Q2LI#Q9pg6HMKpgG*E8?z5h${UrJ+r^kQ#(j)o_wcr`>G!D`E=f`FHSVC~F zol*V6w@u%^Ik>S9aP@v7xVjKrR|sw@H4aP!Hx+_gDl^C}F%i755bU7SZn#*g)iwv$ z$g}-W-8}6z5a^BI^q^X=ElgHRtSVyCi4I9GYGIott-v9WBJ7z(qS87zfx4#arze6P zH{QG}xT?OmB(fhN7sHj6dbPfQH>NKcd(L=bDD-pt9F5%g`|d~2@l)?%JbwoLaXmvS zTQ{F(%FT8f+9w8!879~Rhifh**$y89n%)<3dY|t@Z*JD*#6A(kK9>{VlyFTQO(R&2S|T54`yw{8Ks3EDG-+4|x-y*?+eLrT)6 zb!D7fVP2sGHcBa3!&+-Cp(7q()K|wy7Hu+XjIGN95qgPtJ2jO|fw?J$RQjYa^`qUW zEJrsJ$w2o@fxj4+%SJ4ODpfJ(M9-ep^B`^Us+7Oj$$1BKeAQ8emsTh{=pt-|yxu3X zgi!9on<}&AQdmXq*V-IPM^6OTed>cP%BX>aEF=Qun#$jSB4iX15#dVcOiQVo2$E11 zJ~>VZq3$$b)}FHG{ZGkC&!o~SA%#X!l(lCGmoRpg^n%hM?S>^#{AQ$H!bic;Jd;v_ zt#EW^W)|678^NdwG9N9lZUI+rS}=BpOEBrYlrqE2SL-F2+am~e;TNRh!!Kl^E(I;* zu0eXFkh119MW)vMWy~E*v9lkOSKm)XVw=^9P6bSMOe#{#0n>P7u+HWHu@ySckH&~6 zJ1W-ai!;b8Q^dg>s2RnS!Ud#4+E=Q!Lz!v?xbkF${3&zWo||B3>C8#gnM|RnfF+?N z>wHfH7o%wT?J~QJYEz_e!D6EX{){2V=!dzRWGP{KR1U=_W^Xg+MbA zYevlpPSoc>ZJ_VZS-**YxMb=%;=`u({KKV}ZkkX$M(=LgbSe8~dU~2SnqI$=H=4e9 zN<7(kDerjtl1o4vw3^kBjtV6&lsVO)Z4HWX+W0J)(+!$9kc3mC?FptZ3umB9Q>gq(xL zi#V*pJXC9mCBRA@^C2g##=WJbr4r|M(E*YN@ebH(B{9)sf$l=$q3Rr^5<@P~gGfVE zn6c590|8!a)vL(3O?N+W`Ai#w{*@#I zQSr*s!LV6D#!4TpVBEiN$x-hs9bH0u+?tVib(uTSFUr#oxqv0jj6u5uTHQNqeAv#o=#T09n{e( z*g3YFSAyS7qWZSo#j7WR-997&6e-8!YYCoa}N+4TJI>UWFXZl=L2Hagl3mr6s;0& z5a9@iL~_WqR+(dI+L3}$@`cbAzzTE`iCI;nF|NKfW|V8GxHD-WB=seOrqC1fg<$|0 z1%r6i*or0bk@RMgD6VJdC~pA?SuD&GS2=B6`7tYVa zYuHC6%N+U{ZnB}NWrWoNMy9O|}oOvLbIp>NXN`zC52Hx3jW0{TV`6QuP3$Y*Q|xY-xpOX zw7i*Xlu+mbuvr#Q)*Hh~?G#`gmYfn?qy~!(r_y4F9=`3+m02*>z!_-~2VHEU<9rhm zXn}u9?G|nVSV~ot(3maPAuLc?16L?o{eX-v!zRemq3bh_<|uY!&v2Ne{grQI#jCC_ zLJk$1a~M6IY8iP`9XZyy(C3LK_hVXTnpks?aoFY-F;fSjOp(XS3=@2+Q;b=s@6=jt zvo42?w4k`MfV>OFXsQ-zmar7~vvHazAx)DOydE1He}Hil%OUweZ4N33rh8w-OhjrP z9?kt!p-VJC5bP|;U+k{cI!Iw3YQcRl$)Z{ay`J>j>}0h^y;*->zc&R3*4)4%+)G&E2{jXmW* zf%T}#F4tiY;;NHniWe3dk`)WkzRQe()jSif36?Ce z39va$;2hOl6WmC3OQga=6}vg{kHse(Z7ASu*VqLSXoz=eyMun=iM9znHdZ!B=mJVv zZQ>N8<@cl@MsW%IR)uuoq<;Btg6mD{X|YJ~!@@!#xLl&i8f`_#b=o(l2pc(5bKy*T zA+`i*9)ul=PJPJZD^DrrFuUlMc%!r?JGt&Fxn=d`K9<$k?M@5E)q`lCc)Qcn)_Tzy z-MMvpT3Fd4;t8}Nm7w*>V~3?7C-7vlb+xx;bp@=ddit1{86PsSFpg+W*3@pX=VM9L zsB~FTO{8*IP`mNk-Iw*$z*Gz8DQR+avYb-8KCPzcqECw{dJua_E^Fx&ERB6yN@)k{ z!%8{;3+Vu?qd6?2CPNDoVX9TMn|u4Ti0)Eb&&pauvn-)2ZUx2ZCe;E;f_uQ$&z_b~ zEi-7)uxFPSD5*v2xgm_ThMESS)Xx~-R*dd$3)N<7wZasv33uSN*!dRVPIUJ1DP?JYn3~ilB6};=qQrNB7 zw@8#bS_w6l9u~sh)t<7-#}6D@$+PM2u? z^R)cw-cqc7I~**24%WU&SbJ?tUvDd47fli^e9m!f5AdC(- zw@v2%`s-dmMIIl5B>Yj6t%^OXbLn7j!vk3BTAg_(`uBEF;KCxf0(%ISM|Wz&0n+tz~UN;vm1;fd9%1uwWg6mc=@T zYxDLMAUhn!UzodFTmgi;v8r2=1+2QX#W(=PAP*Jz9*(Lego#|#m85*mLMjkAK` z$p2hqTj3L!?M!Zm2+*{D)B%795%`e9tD<1a``N3JRWRk1>cp7n7d>#>y%x)`LBOKq zw*K$R!g9bkCSn+q2xlbVBiCc%Z}#GR^3Q_@bH)Qb8SL>yw1;fBHj_2%)?XqazS&>{ zFR(%;5G+TTP&^bf0U@#Ca1`014K(_ZXxfKzrnI2hDxk5WwBQr#BP|HPS_c3^TAbwY zYKFA9U-P|TI&`>Y>pnEN-?8Zh8NXq36CU^FLpndoJrIt`l4oY2C)acKONw8a);QzC ztg-v(r-Gec!g$1%F2l*uC=$K2pKZjJybu%ehp=&!Kf70K${=)BrgKH0=v6e%k?0;D z8kv%YX6_Ye>?mpYB>PAj0&trH03m5^ad((6Y^WT~GePiC&eR@P^ zKi=+xv-{-hKDfG1p6-*QbMkXcZ+Tjpc$P{*`U`5;WBSVf#7>d-G!$S{`dzlu*!s#@ zQeR07P?Z?=c*{of553S7+6&?4roHT0JnoodjxK5*7<+V4dk4JcT-4>^qm0MYxucAi zGtxQ-<0-)!eV*jwNc1@$*=nA8sOb1#pt0krhi?@=rykm1-s1p3oO*uK;nj>&&n?HA zr=DyV%kI6RF9*v*<6fEWT)EP&m2N8e&CU}rQ1TxN;-``RkPtqmJD#m|$0R0~`dP2n zlpJAt=|&nwy|c>xt#AwhD~3dg~aM_J7=iG<*rJ=<0V(QpZ= zjpTyOsm7`*>uu-bpsPzbdkmo&V*mMV9D)gDE)KfJ95U8wTJJm)hv=jWf+A!(6q%93 zxHCPEm>ikWe0bg5rKtq;*=X#zOY?>3vrE(R{ZEIjSM1V1a(Fd;m+rhR%}1XuuLtU( z-@`v&+imE;r<%SS@YRmtfKI|F0_ZSBQZD$;6%YTPk z)jPbviXDJpx$OX*yAJov;PT_J;-F?ZY7*5(qC0&kZpxuCG_Iksqa5N4;UkBLjc#xN zAmq?>4zH%mp*^Qyo688tS-D^w+pTm3LUCLIakLO&{;qEN{jpgjTPcFAFu8gYD~VJw zd3$;nBT1Q?@QYfJOz(b|&vJ~(-2xWOgKQPpa`yzdp;sja{EH3ry%i|pm0K|UsHiuW!_mj?h z9kaBpU=(AI7)C9~pzuyRD!jk#G^`aHROXP91{9Ob&&)z!ipcDj6vs1p{XHLckIC!x zV90MXF0;A>z)pS|6X9|j-w$7-aw|Mk3oxKJe`>af#eMCM3t-;4V zCqzAK@kBAtZYuVLE|eWOUHhl%3edERq6zejN&9D{Go_UES+A(|&LsVnK8rmj>8Vos zR<_=4N#CRN_zo|SLdp{yHz~ho4Y=zl^T@@B+j}ws9B~AJ^;v{E8rfyZ0NyLVY_Aoi z_&=H@o*IctKKy9zcN@|8C1~up-|?m5v)|DIyUYQA*zYcJcr|0c`|Wh8Y$mMegOk$J zRjfd=3ZGOJJp_Apq6#8NbKq$zx|38S>QUnf(Lz9fVu;x zZ3<-vP1o2?e{SMQ-egg^;XAykWC7dvAM+6ev3>spp|DMx+)p<0X3WKM? zU@2gaKWX%_UFD2~vC4fU@i%+tSnsoNVmrt4z}f}0k7pj~VG+K<3#8aN2#(v%(fQbs zKgYN)Jixk+3Kku`M zV$%9%u=y((@7j8PPtUqv^a3j6H9>Ne*PncxOf`h|<6$U@LbF5x9@TQAVm0nhgUO1_`9ryYUCNVQX-QU;+qh; zj}*gN_)s!rH$C}R90uY)jNF4r7(z^ZJ|i7rDMhnhQLN2`>0kTsbxfG<0>k|U<04y_ zI=H?4gBMsKP6?KyI6ZiHXADyCFk+x)IQl+OY$W=w54BCTb0->q8;u=h7H0+@nMEx0 zrw#yw%zDJ()eM>S8)+-YsZc^((hoR&cNbX^1v84y$D!0m& zo^lJXD6VF5>shY_XS>?EVsh&iFx}Z`A3w4?$gL?autIJTEJwM;LdrauZ=iDq$#qz9 zP_rCeMN}J!w)s%plwB`G45C(o zUcs_bf*qm7>Lloz1E?Zer1AzH^;Ekf_FLpfMF+ zuH+Znr5ZlME4E9`LcG+N%&@iVo~DYsy?}~6iXdg}QDa7y`_hW@rzGzofTSiYdJB^#Y!yB>nTm*ak7H1DDMSYKSi{+DUUxrfF<1HJ_k9wggBmm)-B>@ZpFn*XzX;9id2oxN#T4F;!fjAGK{^e*^PlqCG3c#FxApMuDFPp_mG{FqOY zB}aN(IIn%34@e;s2#%vn*g1HrOLDG6*J?hZvxzVx(KCJMW3KfXG=4f7JFay;bv|pI zCj5tN!n3_|#9IHJ!>iU>Psb&C)hWju6TKS$koV8|_$!zJ*BLJXR$SXjZ*TYvk$%~p z$$r(Y_(Q|q>o68E>;;EcGmh7bIE|$gv>RMGyB1EIxr*6oS)@wYRpu!I2Z^-;I^l`K zdA;3QYPX6@31#fOirDoiVb{BWUGMUBP8#N(+tQ|GP?M5#O1dVbYdSOuyC%b9Ds(Ri zwFG-jgX1K`wzX5OWgum6?5Pr;Y&+ZQBRgYiaUIKifr(GgW9~sOpkhNKNLd@2dCYxi zmGhXKnpKadVwR{wF&LY^9xQL6U1N_Ehl+TWvoC!SWv7Xt(Mf zXpXCGOJC%bwCl4MMeFEH8tzE+RG(3sYqEyMPexBl0_#(Xi(n#v(+~9S*OiAIv&e*hQ{;mALLw%-wF|I+vSZ zvVo+4hzXXpMu&1~SkE-0&vQnf^I`PZF5beN+`)J~I(XbM$Bf^z{PN|o@*2o1G9O3s zd#B(xG>N!xGd;Hbd~9u>v6+jwfq^yHz_QnvC@jorkj?nEnSm&Gy8{5h&9^$dYH@Qq zE?JBCG+_0o|nIqLJXzl@`>A9%O%WTncPkE z&^r&VdqFd7G}kSaFr?W^XI36|D&qy5kmj3C~B=WXvxL;*D`+lX2x&B9jh;!y5Cb2 z+Fm9Oh)L}qluXhRS-%0Ye!GWIl~eE--u+j{cfV{+SM*K7ix7%Fdu-SKm?|(%!TG0E zYAl4U<<3-bu|C(XhE3PiwcJ@l$EUgF&a-;6`f}$)yo|-T96bsINnrmm{#t|J6xEV7 z`WyyTA}Kc(eF-l|U&cQc??(TCC!JBpWxX6dM!mcU@-_MzeR|rx43qNxI6!a$-f%21 z`WvDpd@n)Fuj4hzDqYIP?bnfk8a8jbC<|`7o@Irg?~D}#wyX<50N*4YJzLsWs#Hre z)i9WE)E9&KN;RB7^gwBDsM4AU!YYzG&ej)U;11ECAa#=!hN9Rzx)9XB=+CD=uAZk% zmH9m5Jx027MdPl8VQf=0_x}XC8kAP_2LtQ*XEWb9Zs{PHhi^X1_UwOb4JPq2fQ&v) zpDw3QpHQFv5TEX)C3r6zj@Vt!ia5F?z4LCYJ7>$`?A~IfhPi4EYFE9^k&6?y=7Nb& z`j+~RRko$tSohjb&rJ|AW)EZCJLnV4-{pF;A1d}|d*=%?c|Uva+^O1jjsQaIjq^A` zxN_PqA$KR*ar7XgIU4Wb+Hub5!3^o!jUGYQc5@>}w36G+UFe_W5p6e|dQ4{CEEuQP zc5}g1Bz2I42vSF8C*&DUXxFHQt*{n0o082P-&Xt|-Aib|v?8!6pOvWK*m9hS|LxS` zY&MivtD(g7BDhJGYGPEW%rAbRtMdO|eC%@h}fGYYn=$setEU+dYY!oOn#QNES~ZuG9%+ySs!&ypdL7J^%=)_ zINaf1Y*PQFB3I&~Pd?TBDH>(zd2-*NQ_UmnT?5Z2#TiMAL?eB&d_%H|eqba2FL{vv z8b|0SQn~LOyG6pmCmX;IG66)CvZ?FX_hSs2!-&=zXNb;8V%bni{`1>GJQA z%^vqNGsj&{X2hqV5wv-yxx6S7K>A#A81`JAKw?f#B>!TM=F)6nIcAZg;WLZ9-zB|H z%gg99#O;SmuRA+?6G~U>^Z>fly5GZqR#L4i68j0YjuVgRLhln&BT=n0{cxIB@f{&h zA+G^!oz==LGs-r}Zkgi6CG*}6?Jrkm%fW1^7R(^Fw;9fn-<-&=tTUYI{FTbMa9Cig zMG`I20)ZQ3<~lK@6w$d-K5Lb4>TLeYVo;d>mvmiOMYG1EJ?oD@=9q1bh34iV+P#C# z0sSd5D-s!zFq2U@+Zqb+-}OxUr{9O<{)qRv^9p<6<{I9g50rX_4@et$lLs4Cz>aC!TmD<>k7x*fy)VO`H zR;nIsf z9OFW@U7aJjGS?{WuMtE>yqRhphf!h&Q*1R$IEeyp)~hmn3QTCb48|HEjsc5dZ7!S} z=S3u|VQryRrcsh1brE83wp7JXXUp|wSepn~N+#B$l{k;<9#O?uNu4!p8Oc3aeADvg zRb1ZO<0Eh6P4q!(boLETfxLP-K4MvS-$W;@^f7CxcSbW;xL(~!gX^ir|56|0T7z*t zz{h2I?mRV77D)=H{HiF<4syTgg_iK^AzWY=AgU*l+PL%|ijfUoa^@q2O!N`zb0m7$ z2OnnQ5OaSb8h?Nxlx^M+H^rQs=?WNW=i=5{0H8^DGas?FL7V^{?-utSq8>|8EW+Gk zJ}%(%QFr1QVa@1ybx-1jlX1>imx*Z%(09A7NN)scd?%mgWKDiCT^9Eb_X{rI>xU z`zqD8^Y&GCw`&l9xijgT-E(`=lb`L3E7CJlnur(mP3h@fFG~6+{9@0;gNl|O7r(!Z zMy~g5zmo|d{l1OEuyq+Z<7 z1BBP%x`=#cmT*kJhScbHT|>SC!&%8|$dfu)mEszbla5_O-7RJp8gPO$bDGZ|opHoo zEjz$ot!BiY%ieqSGl3i5tIwiOY_DdYR%Wk$KFMK`y=YLobw3VT20E$x_5aV_m%!Oo zRC%)`Bx$y=HE0{S8ZfW5yOSUYHYAup2mulxi4sL@UU$Dvznjv2JXwaJBy=!IOEKyxO_M+AL5E1>UYkm{oY%3Z{7ELLE$%JZr@jR>zq^P z)cIG{sZ$GXOVc2lyqV*$%VvwYh)&QBXTW|APp#U=_nd}mV=R4X0;V|FAcN(KGv1kF z*=e9&_PL@PS3E`5eFXG{LKdqs%9gtz<(!ODE;JoijwAk?^Hj_>DLM}raXwUX&8T$G zdM=gKz|m5nM9jA-$|FB?x6}($RmSqrJlqb=%hlbGaK^4U&0}>H?Un-Ft@sZnFE7f& z%T?aIn8SV&3PKmI>?quXbj_CwPl_edM-%IbB*j3?iT49Tv+2a&ihaVJI1?T@@ii#N z3@4JRB9sV&29Uu!&3djyHGSe;hkJUVj04@K}%~p ztFZUmi0I4sM2Lu(y5WW9z@)IP;Q z$*KuzBW9QB1*O%}8qj^*>XJ>?jn)2J)@?mP`&|LJvoOL2&VPy>INvUd0Xr>DNMQ@@ zW%3z-hone7Fx+pUQdSK2D=MpDxMh;%D2R*x(%sVDm|AqiE17Fd)*{R5#i39sH`zxk z7$?ml2IU-ux?9OVntb)<;p?P!_?ojI{|$LqTSu&A3-Z6n*?@h~k+oqiI;IBsU+!)! z$C4u>!$cHGU>gtCFr!K@i@;nBn&AUz?DGZ8pOV9`*_YfDS248y9pG{{(fW0$lN_xx zi4t1>E($jTT0i4lh)XF3yUTk^5LBy%f3}=&#MNrY0WjotyM*3teM62o;oqSW_k^!; z>awnb$TkGxhyOu}L~Os3S9T4o+Pb2U5`08zqp8Q~DEb}HBty~f#3w@0^khTPjNEom z^iD+4va>pN{&P#4m|0O|N65D=K!mK*orZ^}E#rpzMnOJ8j_5{ns9vn@rW>3zcr~QC zZwRKx`gby$T2FO3nCI=V7K62nZZ~Ee(tS@8_J>&I12!f2Xtf}=^8rU~{R)cMTGV!a3%iXdMdo*jduS$p`YB{<-P2fDhziO@k#SX8CMTY;(} zq1-HeU21c<4mG(aJj1QfW~vSXc^@NHBT=2sE4!3i19?KS0P>{1nwp*t^0q^h4CL*= zCjxo&WCMAO+;%|TsHw}*vwxjhD1BDPKwp$XI|zK=f(C(cKGHzpo>Wj6{bpf!cm&SG zRv@qq7QHD~3D_)O1#b@RE!Nkq+6jqGPzQ>Qp-Q>YWU+5?7nRE%Mgvrt74rJ<#7ZP$_HZ z+}}AHu&-jVHau6c-so;D$0`;h!yN3BU=6Nfy?}{D#U>mPv&VRs8AW85nQzT5yT{3- zWv%$bj5Zaz=g1WEC1(TnE@N$&U3MT0LV_!LHhKBByQv%<#)!z>(#D#M4psBj1Zp=OD~I)4CO?^=cA0~ zYm%|n+qK(Qi4{+=NyiBAIGdA>wb1cm(!u0ONP3K`U*e=g&kwU6mxHiAzy52GjBJdAaBJM*yT zpjVl_K$T0{oPWhBv(LNUwgBf{N%W`9w@$YV%JFaUP!vcVGy-`^JV_q0@-mlci}{xAlnX9W_Zhl!cCP5p%?)P_!2Fp{6?8%j7_i87UTziOp-El50&! zEMg+sZ&6uoS$m1jz_=pSeBa%Yf15h+-aG`q)0<#(ywv@hU=G2PQmXJqq-(ywQ*UNF zwSy+bOAItMfVbHMP5*}7!&hpV90@k;MUiIMT0ehN12U&U=qkYmJ~qiko)O5vFEEut zP!QvaYrAYao@->OA(v-6`AMn2;rEdt2+iPpS)!N{)?}x!1`A*Pt`th9@Kqs0zyeZ3 zP2En%0>6bO85Z~*J`on6CmR-E%?%n3k#$>-%uZA2 z!7KB>;yXMZMKE7}?PPz&vO74%RLsF01WeARgF6+zFB}{bC^@)gT)h%k1+=O1^k%*S zpcxdqaRx_3NYf4@A{^*|9Ez|t3F#v1u!~V1>7qMns08E)O>m11$ZlCF!XzAgVUrhQBMJ&Y{%zdtxBG2SLMGt}dl!oBz zK6gQr%zZu!pU8dElg)iHa@%pA6t|{=qB`X*+l^aO6xp5QZ41yj>U5|1!flozOMRmd ziROU?t+8?)0@%bUM>w#-B|Sow89r7 zUGoLAYyn=HZCL}n6b~^}RR*4B6IFd5yM-?sF!>Rxs-P${EE{YSs0!H(D0(>9DH8C@ zl>#%iOAF<~$S*`*Ybnw99to8?{aLBM;V+S~p77_KzvRJO*ENBE_FxT$e|{>3lL`L_ zSpxo%8fxlx`trenHwpZ+2%iZ5(31`SFml_$KhMIcB!uB%vI#yCbS!v(TboM;5wh$^ z=*24+dCXJBb)bXIlIKm`bpc_s-R@QAjaynRHs^`pRM^P8((Oie9E< z7Dw>`B*u}g2ym3}lgZHw^KdlX4o62LP0`^m%9EoIoK{Z!g2~q{dHA}?n=cb*=(tA5 z&}uvl`;e~r!q895=IHFplZufTkUkn1n@u47aqJroq?r&2NFR&xOb61t4u+)ch^4t_ z4#a7?M$njon|J7D84UE9s+PekPpD9xpx6lZm0%mL*yzFn5_D?;PWYajJZ2IL#-T#=7D*7!;sb1FoH^jy526O0^KcNxxFD4tZ`GlSR1Qs7sJL21}+jILra{hD*(T zCA@`35snFTYRzJ$D?a=QhJhpqSzaOk^k~Dt;$c zrxtYEjfsj=W}nV1#HgDj`qO4K>nsC({96T_Wk43`ak$}Y+;*yjBA?=Q`5@A={Va`% zCL|AWV@S3n_k`rPvhIQmj7ky>b&;Br92u806Q2r>vK1+40Z51FpAqsmUz$>1{&&nj zCQIECw0;Ow%6cf|cxMClpmo-UchGvDySW^v3>YEiIIEBA0?1*Y*isUVeJ~egG44v~ zY`6r8o-fd6i@QotTI&L;;w6Ur{x6v3Y~sEhC~}Vbm>dcBJ;+Cd#BFIkSbaO9J_Klj zUkti}%l+WiMt0eswz7&bSWvWURc#W3wJNJLw3l!`_L(_84Y&UAkK;8!3QX#smlhlr zQE__0A^gX>mZK}H03p9Z@h}kb99~%uY~QsJ;V`9nLD5hgIwWOG*nfxHHk&NgUz5|$ zzAm^Alg=Yb4&vAJ@GV0?#&F3bHUl?7S1J%i4=dQkCch%qJR5-5Y|>|eBJfH(@lH#) z8%AceGA;w{V%-I|G_or}i+hU@Dll9rsnZBXi|lq#poD4wDxYd};RTS5CftHqtdD|X z>@Bm5l>CNU)vmbM77#cf>1MMCI9;LWN2S>jX)3+1F}B$DZnVGf&zPHh6QogEVxiZggW9vZBVg=aDdyG5s zb|*zsiO-tx`=!RZRWP2cim#k66%_1;{gaEK$4QaqOAqwt5sm_Wpb4MhowL~R<8d6DrH@{ejk<9R;~|EW<=4vOcoHD zpuI6w;h*wQ{}o12rjxkebv9tf$*heCPA0_{JS}E_nf(0J-CPcw%m^`uL>+nv?29;= zbya#<#L3E#!uKN4^M#XpE<(^(zKRgQ_9;k+-W-sYWJSh``WQ041-O|_WW4-lg^Zcx z2pQkXdp;Ezk8p#1r@1ulL0>FPtfiF9weaw_y|#ZX7o+mb~Y(wU-YD7Y=a!=?l&o2sRG{ zTZ{E8`+}_l!KLNlda=?MJaZtpxL$_)>?exV>R_-*q@(QOM#+$Ry|lMftTcj3t-8Cv z0zopUoeA@pacbckzf)cd`o40$`a+0p z{s>U=ekPOmP9J&G>2oe@yu|$y61II|2`4K2idWVzcHfFc`2~tvZ=RW<0e*qv)2OJ{ z%cop+GFa?*vpLxqT)ldCxj8;HJOCNTRxA7L-(0UvO|Bjvl|w%>7PzEyG1XQViisD% zbu%Ke@M+7`c+y&(r$uPcyPoVyniRY+LX^Ez2oy}!%QNBCC^C@y=|Df{YiiipMY;kk zgDOnu&MM(b7;T}b7=K}=$~qY5k1A)u>E(&ZN@)Tzg+j&w*cqhxTrfNxY%Rmti&7=H z5Y}U=CCFm1`STxX;&=(kesKsCHkJPaQjp>6QHVX^YctCdq^FDIV2w{0gr0kV(hK2d zMznXWPi}wm4oCE(15pcodB_IS`;u$G*1@K?JxQ_uDTs5`Dt|QUd+}6Y%?d1RNRUj|3UN3+g8h^64T!B}LeYf@Y(F=|WRy zmS1Rt$-{uj&oU;B`<9Qj=!g)w^>^6?G+2Doi!^>OGt$G2H&OPQF&|@>B8+sFUnPm* zPq3w)@JBvW>SlO2RQ>@}c1_VW*Te+v9>h%7gx&KgYQO}EdzJZ^2AO1xvulXjk^#RW zTzex$P1lbhq^29l5m5PfsGQM2SO@zU2oBQBK-{%BcKdjCV`W3X`>Uq0A}w!^8|$v4 z!4q$%+nF1K!OEb2j{XaFUUbeyUE52IsYAZDb08lh_0zH*asC(A!lW3-*?Q0KRO59v-5`5mZ6c7{qnKAHmN0R4FLn_eWrY z+6efvi?+_xJ4h`JlqO++X##GyW`JU(UZT6s5UEhQElx2Y2|heR-d~`$T!r@7ClKNE z2ddoOVr2@x#y2)aHEN9&-CZwEj?3TU6X(RDwu{^fAPzVcI5I_dwDE;`)7f7+Uy34z zmT8TE`>vUplmEM!R8>uZ!X0ebxx{DKiTH~iFvhJk@+3^r)6v_MU9A;fhL|9J!V8l zxBD5@y?3$hy|c~keXq59Ptw*5#oEx5w0EskIK-HiD`?>tkyduIcY0mLDOKwUzwE=Q zK9)WfhPrk$zP?Xcc#&=&@7<6#g;wZEFe4uyJE|26l_buWvm|%vOgmvH+6j)u*bRIy=(NIrs#!+K6jA z^&)$8iOx7Ks>=wicxc;EiBvIPmH3++rf7k396Hp#KlX@O0M-nJ&=XBsx@wL%`T<27!GN`-UHnU_zugp(4uDb}Uvu9&x^46qXzV zHULAAJ={3i5R0I(2r!n97N;>{6_Oo06?2D9eo_u!;n$F(p71N2G0S>3criBxdvXVx{9Rz~H0r!eipzXu@p1U{2@f zZeRNMZ7_)^6n@Q^G`9P!`_6nqYW-bW3OV}4|BKmwCNl~7HXzaiz!AG4QTA%?WZQY> zM5gXbABW`igxx+=(o~tN$YQ8`6jXM(QAEXj?!W|XcS_nkhBtuS^8k~BzUL*Nvc4fQHsWs0jkFa>AeGtG$aY$peN~N|BCSAdv(sZMXw)*%Es^%7OpHRG|G#R+B zDNw^GRpLQ^kdb!?E*%}OjY9PuFvqLzmfMG$So(V?67VAOTT^&74(?F$j}q{pif~2~ zzBE>;!Er$(1OMY6f+|!TqI7AGQ*L2Kk9nR$H7WgYp!P_&RG~pg$B*==6vUP!#aap2 zJ?3k-k|1%v8|3hJCM%||3{W*VZ(nOVIE!$EsXauq`jr9O;VXUg!3|q>gMTksWRFK3fsSa zEppzs^Xu21(<>X{Nlu3LM83X*Wtf$@T7rN6nC#}11_HAMGXq<+88|(MEFj$~i_5=U zx7Mq%pqF(8SC1i0Ee0XUNWC~6kl~RwgJtwj)?jRA%G)4OnA#oRA|P@o4nQ(b^?+vh z9$YOCmrF#gF&LW1v*Q%=ptgl1(0DYzo`Dp5+_$8jYCi<-lOV!;la`4Z{ z;zlwX`qFt6dkJ5Pk+TU_erl7`;u~7vRwCA1D)#Dy*HAB%v$&o)iOY3+<7bD)PR&5FjGOT> zQ*q%nUM7u|?oT+QAkU8alxDXTk=Bl>d*Qx67e#J0xzFry!gz~ z{>7_FK1aiLGS1N+n<6L(L2?z5@(J(5HhaSF`_QZRHO7Mf7gWwTYh$AHnJHlhe2f|} z9C+)3lAN5x<}Z98$~D!-ugc;E{4Br1EW7p8PgV@we&>;Ra z8$RS#=*-Na>|E=xwTxP~CYNAA7yT0e z;ykphBzz;2@C`l^)^!=h`%)5briD?~6F$0(4J7IEIp$PSjRZc^$RxE~Odl3X$^Vi9 zqjB{eKGKTlBZfl1g#_k3u7237Sw5~}TjscG9ZsLxh7duI^H!I#4Zn=E_Jm*b;Zs+} zW1;frp>oE7m34!UGGgZ?DdTz3WizwxBz}NRl zaNbJ!pjWe8DY31LN_l!)q6D?f{{boAaPezNF%QIlvchRyF&_i+-47~fR7}d{G!39U{3QHq#U`0+mSji@jN#jYR`n<|{Lce>iENv^)wPDb@z z*S?fNhui#$lybNcDenoN?!&dN$QT*C4k~9ej6 z>Kl10B}#hxTpw{p^cLgBpG^|=(%XtxlU#4Hos4?Bp);}t-R;1aq_o4Uk%OM_g+AQt z`nv)uUj>yj>M!dUAN|GdOw!+B)T+eA`i?EsCn@uh@n(faC;cP^O=|rHA1O!F`goAT ztt4nKwSJdZlU%K_os4R|rL)oo_3q#orS!v3AV;7`KGM+D`~;}{QK+0z%~?nJs5y3T zlA4$DZ5AnvmuaIYQPblsOHEJsNy?fu{X0H_j%a!SqWBic+SK&aZ~;MHdO?%epLh|= zZ3HRIXd|oh^afahcRk5g_z+Up6aLw50!rdl{4x)>nc+(Eqi)zaN$R%Fy2YJkdpk+vmPfxR)Gq#m zlppEdb|2wIbnir9ZyU+aTlcQ;YL@FBwv|!$PRuMw(7bGgrQE^>($Nz>&xZ$H?@ofs zRj8a%@0f^v^bR{FN$>jOff1fT5zFKkgo0^rq=ZPbUhN~Eh-P67*o`D1Z_T>Rt68pD z*j7f(daPYyLL{ytQbysO*k(`oejj>uEkYT+2P$XOA|_5BEy4zv7P)KjxM~&|;x5YL zs#(B`yQmpgjkL_r_PKk1g41$ShN7Gn7Ha5A3&wc!BVERkg#UmfA1se$X$Vik4{hBd zQ%^N(Ec;Y(bhM1I&XAaLdaz5B8Vp87On7x_Vse_pNeJ+SPtaxv%N#{9r;rc5I4!C| zbSwPTfcQ==I~~P-iobaQw%3QDpcrTk0k-V$7^h$eqK4t{>s6TV3hsyzZ}IXMs-NU` z*7&k3OvJyUGMopQ;XL4DIFa$C57g=BWIGAFiRq`Bo*L=2j2)IF!6p1tLNM}g$uAA2 zOJC3QE!z>IamWG3hch_B^(0_+5!8=D#6_rZqFwff*=V;{qkJgEmNE{dt9;}JemZk` z$wt_V)bxa_d^phu*(XEg6QOd(L6(WxXE4Fe*`FFP!=OT8e~HFD>xO-p*}Tw_=xZrx zQqoO6QckeQ4NMNkJjTeb$xpNy?@SVQc#*(W7Te9JvRgYZc~I;Qe^rVk97E3FY`2e8 zboK9t%0;N0QT`oIFaGb)`E%BSJDxhpBdN!nLMM#%B6iO`Z3WFK(%yKoHY1?8Yb zuHs{$we}@1ckYvq$hwczj#D?$9>9feP0*vK=unJ@Uq%_sSBj3OTog~Ald34zd>x9b zSiX)sfy>#<*YQ30zR1_XBubedKFAde0P~L_bX8abC@$vqQE{t%fXzy9mQQ3G9jn(S zAjxoLEMQMC)2hh49KurkDoLvee}P2xgg@i736JBP4wEat3v003NAH)6Ijf2MRYDHn zsHDF6I;sQSARN_!_(YD1o-B?kWaPpv8fHs++8WFdz!S4k#xKd zx_Jv+KXS0Cv4!#F;zjFt?qAs%i(0)g#Pe_SZ*zp5R!pho6F_F5mI3~gbqix0BkNbl z8btRcKzF{RWuvVV81ZMY+f@ciQRZe^$Fmas7Vaa+K#|tEECVu#Ha9RiJqXFm8+7I# zPuE&o1*A~zZS+-*1V;nvfxL(Fd2BW zlY#Ny#+37Zp!{~I1mjMo>tXM7HekOVmbGDC54#BMTyVtxFuD1ZyRjUX!!j~V7?fm( zcscCrNh}fb*4%?oPfQW0Y*wjf_?0+9wk8{0Rxgb;i}l^5=1eOXVm`US2IbYt-El}V z(^?G0%cC>ltAIx9^g$671!mzcsFz{-aID4jXTtk1kLy9<58)poLd+GIanfAj*}V4> z=L-7y?Y@mgxa4^-7zA`cBm3YLk#+~9GrNNH1&8z{yp|fC)hpB`AUd8FK&xq%AoE7q$s zH-z0lSNL;iFgzBYP}joakX8rhNa}+~>WcYtUZi{2`!0Wr>RN`$+haf`dZg ztdF1J)5l`NlB*glyo8rPeQ^BoYfiMmb^b0z=3<*a0+hVRnY_n*L)L0>)&>S-(mWIn-#DCMgh1WDE>0!xd=^Si79U$}l(L z4k!dEHX&IfE=?DMrjdD&Wmnuc4wqb0pc&*f9j)yP%5Vo`r929+;DYkq>?gcqL4LI` zS{f_DEqB4XV9mgqHK+En6rKG+6%&L)>;)!O9In+WNhH-v!!X4XsTAR^=|%t{cUP6_ zwb=L9;Wdyf=Vd=^-!!M{)uH0v5@y>R9op__W6K!bBFRJf0EE>hCZ}Kvi09ITWULrh z$3GRomU$h2D(nn;DPiQ!;J%l?Jh%+=VfF<(A+#>IoUYX?6(NJ_m?V>bZC$XvfJKAe zfgsv2Hp4rTz6_yMkoPxgXRAJunn+IVJeg{G^~K{)0)(kzT}bg+vNm3aLTmE9RtwVC{7F8cpVL#d%+5hA|cKURF#ELN^(Z$sNrWGF^ z0lR{T*n5+dVJ}j+4P*NmZMfG@reKU7H6$zH6jIa^Hhj3ztqP?&36(Qi73%;WtHK7h zW@vz0)s_rJ?N+r5^C)JUtjspdn`MxvK|Iq!yBNSr#R`AOBBt3D(yWR|3Mf%Lks<7e zm@vdBlJJW(J{r>A>SKA4Aq^*TZzP59$dGoI7b$#5!}c={Y5(@urw*c<{~B47dK!KK z`xp`i`sj!5BrvJlXP|OMC&5(O$4Q_e+?JsM?j&B9p{U^`?6f4_KFpU7F?;Q=GoU=a zq|WBH_NEX!nurtG{?`l*aJK&`Ls3o(TORVI$wo>0$I#Q z%f;%DTA`zxRvJT-uwDmeZndK`u}D%&z!$%@2_hPIM8Y#fJg+V8Z6E_dk*G%{jMlC5 z5UH1qVv3Y=oQFBjBFQXYFVu_sh8oio!?j971Z=9Hyp@?G%7SS!m6anKdEnmLVRW-b zI=BzYoFwZm^qx}@ga>QFX8udX55|8}!GrPNx*_OCbzCG`>FH85Nl}`X5W+K|lFLho zSUHTVJ3V7rjH^@q6rP53p)$`wTwUvoHjHA%jKRX;|H~|ROK}qm$U6bJYdav1g=kSs z-WUp*-?z&oM{!Y4Kp}$7fE1nQcfPQ>yth<^`?&T6+`MTMOKn@RAsa*Z*^nK;kd2qC zL2iZ;Z2e4Co2Ajdu5t;srFC`kIXyA^qBO84VZLLR{2qfjX;F!&&q)mbo!mnNC8Phfw|;$}m9@l(`LM zW`i>N@q(vp768NGjj&5?LZo_P*217mLn4PeA98fFszup6Cn8O$;rnRRMWH9CWST1lSdf*YK`jHqOs_FC+Q+WBmf83E0(r}995^0kc9#H+(bv)v z2rzDPnt>ZIZjg0b3#S(pSbVaFG-KFtd9-pAdszx}x8gsT5`T`Ang@v71(mXb$emPH z1CfV8#%VBOP$`;nL^(M8_-ji)K68heSvggp335g)#dX$$9`fBlH z+XV7OwqP+2+*q&^aWBFp-ZK6^r}@`T(ZwYE5pL)R`#h(OVLP_DZU9g8Sq3IB|CGgnw-RmOqG4n`E^F);EI z;G~ma836M{h zG%Sf|79?%b>cc%~D?MS^Z8BPF8Uc&$CuOE?8sn8+V;58ti#DQH0TxM%Fl{Lv7F`2P zGFbFtd?HvxPc~S@$ZZD}U5Jj>*!XA*7;VS{jEv^((CGU4f<_Vg(!kMat})8^me}em z*6YRTI0!l-);9tMCHx|lpMcOCoSN?jLbuAgtpz1=1%(dbQY5)CnJCDR@T2m)2|sqX z%$KGh?~=msSbljwRB{a)!jocf&$~00#SJjkGvT|CuDSBMy_q%I?spaKF~55g@X|@Y z`yCW1_q$9^G@#F*$TBPftT-E^ad6KEX8yS6!?X?jBkuJG6HF;3wJ7`vHro^ah_`OR z&I!KgW~{-c=s%F8XPTl5PQe#RJ@NHL{|}mEzUX0mB40#LHebZZZO0c~jN=_U-jCPB zK*n2KRB6i}ZOY@1VkFpo(hc+FlM-l5^GnZmS#j)p37ZRYMK!w55O-b2BzC2+9m}uM zX2^wgzloV^vcb4r*paesYr*x9a$^ZQ4ptG9==5oQeBU54$+Q$m-*M=d!t-!>y-+Eu z%R7n6>a%>wHq#L0ueFtVe&AkvW9rMMJY;WZhwQ{@yrMnv=d@Y=<$1VxmNyrsH?Ym} zl^KO6B3*NZH~PIsDm&&-^v5vAA;3>3F~>`=3pnOrvLeiJIEu}NIrNyD=Wm9X8|C!G zo&y_}`+_OlZ-5Ldn7z4PhPV)8LxQ46x>#Ar0W(s89PbbqQfsobIJB7|=kT;Qfz=@d zWwKUnl;os-UTKiV9NvU7>j_`YMVCDO>nbZI?}uRx2AEn>?%M9or8|LZO~x2`&6lR@ zaP3_aBDhh;C>vUz#?Win(7~XcMhSO$nx(Ghz8Zu)fz&Y6rimp~?9;4$U&-bUCY#&x z%4QJ=R>{Ub3TO)(LWKcL%0a-an7**_A)uFm$q(Zbfk}F@fl1bt?SRQ=z+DGLNHaCv zERPITrz({pnPs#sM0vh1qO{Xtg_Ufya;1bn#Wq6PTT8f-=dt$E0;;)+NVO!q_Rmh8 zbmO(J%DSyr%?F}($$??pp%|3nt&%7LEjuO4A&wrNng2aVRZ^afw?N7*$FqmNT6= z4FBt(v zJwKG`h0vDYGMSl<96QGDmh#d4J zSAbMdbXE!|65S{~D`e+o*=9$^r>c7tKx+FtQu)JoBkeumJ2?y4!O{XybrSyDr0_L# zv^xPEN$8m(kRJ5Tj-38b=3c)>rf`FaEW%EmI7jJpA4wI_d z5VI739m!ZtQ{bmdp)s%(8U2zk={p4~W!;fnLuGYdqN)_*CAmQQ?&`&Pc)8G<7jrb# zhhY(XgaJiL8^hH|*IZ$5Yf3STd0G<$DF$LN{8(V9lQ4WQ_5t7FW5OaN_*j&iZHG?- zhp%7>g5Xp)MXlim-&$Od91YgM(Fl23n@)C5miNH^9sY(ZVZ~uMDn0^RPY4ieV^|oj zc%WY}ZV(sEiXux8(@NaMV!^zCCku3w#o9H!04AHI-KDz3j|+(;Y4G87DA1npS}xbj zbA#|PSc7f|fjB5`748M4EwVK3moC(0`SS5sz*Q) zhC~pPkZR2fB#F?lFd<2d$TUb|J?F&7smKRKJTH3Ejz=ONisF&z&(c~5 zk9>%0d$Osxmyzz2b>|h2L>Y{(D4k#kJTBQ77!iqi*oULuJLy-I%!k)8h5R)sC=U$s zC8*>YgM=@}K;X|)**U==Kg`3+_q=&Ahfo^^Q5qP24(VDb7$mBaRt%yTh+&X-14Es} zAj{sWFbESCVUYLn{!Cm7)G){t#~=bNNYo)OW)F;WYF(Ofcq~W{4DA^F$7?(8y`+~U>LYn&msM-X zLi7wE3#r_uS)?P2K4_95i++3}WI<0hWWmUdEve`RsF5gcody!wUDUCPoJ4;Av2mY! z_{qgU(x9a93`rq9#VA~XcLuLuc9I+StTPu1w(Zy`Z@UJ)trQz@Nm(_ptgS$zUq$c(J=c2e-&e?oYn#%$3d3mCeCm6|uEy zeP3`Uh5$lhj@?6z$>K<9Fpx!pRqNMZ&K+U5xUE`hKOu#k&^@~9kKZBN+CLDW1D?!U z&xzEEOuye#jA+*Q?OYl5j&|{0rk>G%QNUB;HpX&{aCvl2r6AgOggVlq4VDH?kiLq%K%XxpD0lCj*wl={G?on1TIK_WST!U?%W$_?8Q}nd;P928kI*YZH(wdnWuNRBbJR7tQI( z(v0w~kQTl)R=Sd9N}joa3hXP^t1~x*-9T6PJ*X8Pi%+O1;c-Z-w>*%62a$ml^XMH( ztx<(sJ{>IqlW`vMHlUWR#C;#CFiX(pAy3~hjJL{;Gy{g#Fkv|)+pLr(V4qvgMZiCc zkc1lKRvN3pgh$~&8niR@O&>5hxAWa8i4wjkn}ku|6UA!( zj`8AHsnox*T&$G#1O?g{@n9WtS~L%9IYA$aLTdzB&*-9&51hhQ$6jUCIoiT*c%BQ@3t~Ypsi=N^l`W zdQ?mGzF_m`KSFZ?ICp&Vnv>TGjFA5Wio25;cWd%;hv5f_+#S3fM!`C6QZxny!Nxm9 z!_yfJ>+{mE%%CAW@k9lxz+HgHNr)*a7`KSUbG`Pn=S#T zPeaj-0%LW!|mu0=;iHDKP}qk z%6aVyz+Cf3fRcBa$$Phtyva>#!X71IJAGZq~I*%iQl{VFBp5M=+Kq1-8i2sR;SJf@{oH}`5 zG|&{eyjhauxILMDU45V3g3Z5Or;}VmMcBwG?k5y^=i5f&%XZ7y6zf!8xcgJ&SqXW z|8ARVdoNSl&uJrZYY`5y!d}=P(p+d&@26gk@*9}3C0JcTRGBz22v1t3&?WN*h44w* zyVi{|3r5;_-)V~wU8d}T#FJ*)t(Rq_xU=+HsEu3(epCW&qSF(9Gj(9;+dWp=BI9K@ zjF*d`KInm=c*~=%ThJ5#!6c^Jix{quNP$ZswI$Ch=A?sQMmqZqNx_A^$bV0`%13rO z62)FT5h}aZ6PKaJ$Od^$g3#dux%PU;@hiVu%~T|q?by-CWL z7b)C^vHgrT-0LS(Fh-9Wl9g~8De4LL`Ea9K6-u=Ul`~ou>i{3C!UitM&;Ylptr?2i zt!meP0B*AZz1fC&vkdYyh-X@87Xx^ySm6&@#5B7?npF`=0VRqjGK3uw6NVT?5`K}! zM?=~>eJn3Bq~S#Ft)%cB8PY!DMG7C%u>Fif+Q0qvse|a|zed)io`zq+KJE#>J0Cy6%WhiPm2|F#}OJK?uUI+h!*zrX8mm33Y&>jO+ z{XPTAML8{OdB~TRPh@C-(-K`=%^jcn^z+tcKZB%4 zVe(v05Tbi(wxA)s^1ykpS$@#A=1dWKW&Bd;2gOipdVa!6iKeteMv-i%5uOTg^>?u^ znAp=7T+kP66G6f%3iJTvn}u58qZ}g0mG!>^wBH)d;yxPGE9=g`_*5|IVWvEYbv-Zg zBK(~RLrJ4q>+Kfp6f`_8w;jg3G}xeOv{2JDW3K&6giKlWwN2b!zZGcU>Hk0 z;H1aXu4nNxEI%?!;yVFXmP7WO0)%OnMtF4L-eP5{)GLxK!_W2F&%+!+lqpeMV_q%sQ{RnXUm0>g(_t>S znG(VwATR=hA}X-^HCZp$>X0lN3cxw85oDf4GGT@yy2ldk9f!n>7&B3XaJ~veG}R^` z5+kU>Wk7!e;&Vk49i(4{nEvts($t{(!u z>}=PM@QKcL(NpZ?6oHu)AybQXPK}>itW1so$z_wHrV*abUrCvyVCh+!Wr!u?2+aG1!xl9k}lBj}k%cO8f0y=t= z5J+J+`6>w&9rI4+7%byza%Pw#pi)-cb|{tAaoYtPZfg{ZS3n^=nw{96hr-@=C%d4UZFmUMHCMnWk_s|ei_OC!=m);cPL(LCWANxV zV1=E8M|)8493C+V5j^@mH}*t$q+y0opd*Hic27a5B2TPbBBwvJb;HGU^c%15K@@;5 zdIO0Jy7rcfggGW_4Ggn{cz?)aQ#8;8g-c3+FqchA!waWTdteI%|FO<~buC1p;>nfY zp(GjVYVyjikwQZQq7UFBQg=_!9&)Xu;2g)pcmvgjF#)6BWl3)LtgSzfSgf8G3k20|EqbRnyf-;fBn)p2h=TV^+CU0sQYcJSdED()rBPUQ5o;`R zF{NYQlVf%G7i6U;{1fNMvW}VnPe!o@TPgXY6o+$LOYEBn=>a^Es%I)~Iy^c0-TUo# z%OVU7h5r~%IR;)aoI+1FoWkgC2dA73-mraqa(X^|;=&~_m_J;CWToK|MMt_9)INJ*?7O_3b)Xm-^=Xkj;7o+)1&*9KAmzQHgcoI+u{%j@w%G3sq%C*YM` z>aVRN3+}<6NtH2`E#03DLX*s&oq5X=RuYpLcG#-heB9 zJGPhIxev-wI=mm5=?QZ` z@QC?RDmy`vqRJTfil=1Qfmoae3xrovdX&A#l5m_YXQhlp^6S~SU)J)^neq; zgi2ZA#Q#uP4NiDD>#p~)K{UAsEmR!xNm|5KO?j zy00jXdBJZ02c7hSYf$Li3o_}D7yK3q%H{?2yaFqd+@M(Am+@ICrKI_X>rrtaDTrHt z5~8lYNj*!nKaE$0>+3>!rNV@uDV7|71;;n&3WH$ZI9xANtp%e+IOsnP7swBn;6)8C zny>GL>lC_h=n`L`d;#*5pmF1m7~ST$RVBv@nHHaw%0HhcxrHCK4XHM=*o z*otcun*Ie9bQhXJSNCW=>&fP{5?|G6aJPHYC+Hm2&joQ*tGpY$)$#X*1?5Md&_W1Ha`qF zBJYz#HYZC(NTgS+*QVg);J$H4i4^R^yV;th-H-*TB$;dTD~iv>?NzxwCe&ybNp8upoRmz7 z9aFw?o)(yFbf%%pGg8oHLN5sX6hAr9ZKHw(p4xtvCPLWrY^Qy=vFBN`Zfiky#B89@ zXG@+vQ0OzEQdShYoyz7#q4hlERof!Z2Zg>O4|y;3CeIvnZ75W!Z+HpPHCHG!ZHgHm z1nlc!J`A`!ac}@+%yK^?mP4~at%t}OfBJ> zZ#6l*g`Yyodcsd|0<+_@Gq483q4!AcG#q;E&gseWNU>6x4$4ggSVf5LsWglIm_-w= zAcPCh%fnMmaHT<`#)~wj#>UDcWdL1Wa7UexKuO@$CR{5_2zDSSK;Hgp4WT={8k?%Z zRl@Kgc!rl<*ea~zF=qg`kSqjJl*GTzB>vUB5=TU=ByP824RZH33XWsO@m!$ zI$)ROqXo#CaY1sD&tolB#8RL2cWEeuydHL1i5q$SLDp?8%+AoDmk?xZ0dW6VE_d+; z5>!RAxF7Wa=4LFTcyb1)!=X}E+;uRO)o>T)`-~*pl&_Mqfj&78g{#`3P~`qp3#j5v zLN?H|^N@FzH+kmRYlB`&f5R@MYp$Tz$^HX@9eXJzV%Y0Ju+L6nuQK)n$6iceguQ;t zhk>*cOlNPvywLrlrO8rt6d*_d2|gzp+R_gp7nc7U-|AUE`6cNRk9Fi*awH7*VfXih zQ}~b9BHC||cLvhxyt2#GHOL^O29QB2pQ*O#kf8-lGRW{sd?Ls|Pd3QF$ZZEQY=QmR zAx!BG`Rv<;3F~vf1g&{1G+>4>{tB^a4UP^LBMRfM7B5Vr?kqT7CD{J}DXXSk<@(D!EKfM6h6fst;3H z&AWO9<9s_0dEaP@JfBsKU*sY0r{3h5W0cLcDxD2Kgmlf7Ykgui!?wFqMR?4e-Uf_x z(w!c4r*fxENaRlM;Qg5BPW6zXr)_F9%M+NG5;tJ@n9Lj}kHVR1l&ibxS7SFudeJt% zAcwc`@xTVy)(QBJkMCR{gBi*Eah!Mvbz0Wy8Y`D7aFPR7P-bqP5k7-C5%_sA{T%zH zplVj(mJ{vwR@cSi;**AO75XbFO7awgK5`6CXTm=f|5?FJ?E)AN6*0rL(P@ns#zyKz z=A2s<_jUBdo}j;<-PST$fiswxljNLK?IjUWxmn=SznWOENgscWNdMG)tVmK@IX?hB6Qw4- zFJD01xdq|TmnUt*zHHW-aJi8Zg9w8ZJ(}2U-1R5Sq2Cvgv71`nZSQh+8~z&Uwsfjh z52crd&WN^=-WhNA?F{E9*+rc_;rSW9dLGK7C&XcOYS{hNr?8@HGJJJ_6&21#EF!tT z&+mc~s6dYLFo`oOrcW1t1?{ux;)D1^(?xo+Oc(h)YL^&G_)vAi3t=wx_{(R;SHk~m z0W_^8h(XXT;AHFi)`kvT`S8>nQ$%RiIyG!vHBU1rA}Vc#*mdy}3N!8e>4DS=+jysE zX`(dVAMy{Tm74>HdlI@-)?EN1RFluyNqw@r9O{Ogr(@of~9z8wzKrUQ_tQ#B%`R?U4_pRA(>2x9d*rDV4jW6G$6LYF*YWD zGZmY4C)X3EX8Tzh3L&`va$1QS!Tr0eJ8yB4HW5&F%r>a|jpW}0)I9)|vVyvwQ`t5^ z-63}|w`TDW$ zS5&9P`m8ul@esp#-vpjIiSvfB8#vBm@*(cS3;-opinKqfYLzCis=~eW}ug0z!`iZ3`kEl49Ge?wsNNrA{vQX-zwZeIEjxq zh9r`>c%)KnG-gWrcfwCD29n++DSWe}ke*@`u6P5qu!0%-c-|F1eo5)Zjc4<%Nl?E6 z5r;NtS<363X+6pE6JHP0zZb!nM7Fl;=nDFHJOg$5*9whNvkA7+ShuZKEs4V|w}=JL z*2$Nhxw2WhvN;&6A~sg7?+ea^qkkhqjq>gx+JPAiWRYOi`t`6RO0g!eJH>iMYB>S8 zk3%;Y3+;Evw)PK%8N!oU>+_LXk*VW*ih9rE2y;6a1U3~_7`>cuS2Ixdqq2ckb@mrX z^&a52y4)khaGXsSgmml$Ord>8@|1-43gcfG|Ds_rLLPS;@(Az6&k#WUnxyf_xF!ke zl72Gj`bi31_l|!jk*=@W=u*J>P(z&=Nk5cSC;VC%SIc=zMPRxG>ybm_wXRNlqsh14}o-88{xt5yKH6=8n$SO{b4qCoV&4O zqm8wWYD`T|*6Pin26)ou^QLM|*zvdl$L%gCE6FfN>LkO%h@{_;SWE_!%Hl$yGE$|K z;a4$zsg#9q(E*?a2TV@Sw3bdz_cP~a3{+?We*oG*1Uukcu1Tq>PAyc-(b`0@ zT%8GvP_?xLHFbKj1WL#nY8?!3N>{QNj+q;%z`kO=I&(wV4RnR)Lap#vd_rvvk3(9$ z<$(-5hzzWl2QNtKjH=`E*=PZn@3;Zw_{#8Re55&&wlaL~#^Q9TQ7!`LFXI7vxULuy zKf?j80{GtEK&n8%BE&E{tO&>AF0M?$)F8eN+^NsWkvDt+Qr#0?#fcZl)6_YAAmp6S zSH~nu`L45zm6556h`^heYEHqls$3nb)gdg8#JzP(FV5h=2L*fK(&!?_@vs1RoT1@~ zx+a{sD>j;4tS4}eiajwI=?Qu{GF}?l6O_lIor;I{U;==7wRV(Xalcr{=z207THi<0 zfmb7?hMe_25=mFub0gE98+^4Vd^y%Q{sNpYCidv*<%!8kX#&It*(Su41t-p1A(2P1 zR0%GG)1%cAq_5cg`H#@d0p`^wuQ{2Y(dlmG|A6A|b&R`P^K!Su;4XYFjD-RYF@z9~ zXs>n+z#kjxyBmXD0ssbsaC~&6*%iQl{Xq!=(MCr>T_L!yGzk-*t4dH{tWqmBgUf1@ zsOQDX)~8Cn{M+?XbE;k)D(;2Q#@(gSq3w<~;J7S^55J3F=o2|hg6&_w7Q(+U ziwQ2*@J|Ib_$2;R*ctSaiS7*Ud-=z7Mm*b=T0_h#(Sm zR!wj@f>tl2<`Oji$2QgWGfZtir>Sjg5e~7!Uf3UIqyOgB=x5PZdO~c8n@qBuoU|lXCHe=v#pix)9mA&~-?LTZziE9RtwVE#V)4N1X;M}COxaykB^ty8B? zbcEN#UOW^kyJpikZ@rS)KkIP&+7lKX#-h@#Vgvs}YT~3Ryqq=glMF?9fcy`ss5!c9 zar-x?cM}%Jd|S4$VUw#pM{5afMJ#)n{Iakg?TzezavvLfIzNJX4u|epNBtif?&I(X z*cC*?-kYRc5)O zuz|r04REV^YKEeAtJ<|6fZJ?9Z?<9HEQ34^;+YoO#QrK|K#Ags z3}Hvagds+egkPlb(U5kNkL5*%G@Qu2k`%rpL)sl)r0^jP+s`nnP}Fb|c3Q%hz%($t4*mxL z;fe6C0)z(xRo~Bm@;KsTb6a~;am0yie=x%J?QU;@JZYoicBv(deosaG1XG#!boiLvTPr*eKg9>Ug2 zVfzs5ar6b-hu9WJUobp80;`b~SYw493K4>%Vl9rflFN2It-s5GfE?B_9|j$_PQcue z(?`gD-HPiwFir-Jo5u81Vn!e0ZgonDaSr3i=?O;OYlbl zD!E2c5qg6W5hqevEsA=nP?adPksrES>V--3IeBP)dOI{9YAAJ-@T6b6TamXW3(v{J z!Y*$X>_eyMA`C=P_7JW_y5=gl`AOM_8T;uqMSLt^)@W(K5Gxz571TUv=h8-oiNeQ-e>a=}i-PH$mqqA*%8<;5^>_+DPfYiS5 zHArnw_$p4c@O;k2B1BOOXs9Hq->9U%8cx5PQV&mwy()xH)86^zaCwW5utW}*H)5p~ z+@dgtOSnZN0Gt^3JO8{br_mseStuZpFNA|n^Y8-<2N0W-a8X6MIUX1}f=Go5W-5^k z?%`8job%iiAA?Hvgf952?zv&jXuy*fsmS+s8<>bxa8JQR2sGAt49qAEKhh z8Y$~(ZC!kwaDbV5F&a6N)RD?jij6PPL?kBc{)p_|Jn`=Q5%C1wl$f6fe~onK+SKlh zF{OGmM`h@uC>80Q`UB$1EdY;B9W)RE%M!yeusoA%8SayMGy)!Yw?^Jdp%EfJ@*`$P zxLMDyij?Niy3NwMqfHVDH6;4Lk11uiDhuC zPl@vjd19H{GJKUMmJu#a_-HrPJh6;GBhvNQPMI9UCYwpeOr8nyWCvj`#V0xlLr<|| zCN!&T_n66g9^zWcJ6nE=$81@&)yDLAECIKQ&lXr#uc2bSUW9v)Fcfged^Ivv$9TTT zTVwbzPOqq`^HR}>z=P_Av^5$ECL?xhT84XaT#umaJDyz|dL`)b_CTu0TTM56I?A(!u zoj0_@&e2KM5#`8HsJoT?qsiAt^YHb-cKA9nZr@xLm9|B^dlsMnFL@aG8ZnaX=+1vR z8?YbUVQqLG-T9fju^dNt7#ViIDON#np^BMSdRbgCQG;aoA|!gQR!n*vp2xmKqNt56 zk?aQQJGn%1m>}j zr9&HZBLVaBaBVpRjza`?HQ;`R9nJud#*(l$SQvU?tXzjzwW%iDQ;Fw2;E3Ij{z(qr zg0XsSg6>3zv%?UK&SKGP!(nNp+1nNK%s}cwq%+CoE>KdL&oo0aQzF%$%1q-FAJY&4 z4t-eZ_zMmN(^>ExW3AL`{=KYC>ENM9i0R?4b$Ag>6Xp zAdv2POu9xy++n6!i*Y#m+9c%JUWD-A5o{f%%h=nAU97F$UA+)`3zp*MoenAXZ~~RQ z9JKP0yl$P?^KXO7t_2D-IUcdYl*Gq6v4Kt0fPwZ}Z^-~l=Gj0K4 z%BaAg0H5HYapq)Zso+3(Q}sfQ65+9Tldc?t|74x*M+S;xK!Qg={Y1Q*Iu&mnspKnU zO9V&I$}(9@u%o?E{H$jD^tZv!a^R=e#*c>Imm1^(kXA1gJx^!!toNZux5XoXm@|l& zOo*1z?W6z5?GqWd2BPg#`VD-h=yqa<$q&d5Q*V@jp34OE93KHi6cB^4cQF>?r@yrh zdqPG=pewT!RXo%f4--B-=$(8NFc1<0nL3&A>eI<6p`=dU85@)Gj7J&9qUF(sgigeN zP-1;06YGsWVvVQPVo)8(~)l}DcsJa@b^Aa(3J~C@H!GfCgoz% z@=-2qfGL-|7Wd{Wv(v)7iuokh-G81$Oy3s0U%Xw+L&~vrwF|l z1i>OBzJpH`89`686B)4)7oLR~=8cXx%_BNOZ?BCA34R}|aZEw~bRiPn9zP~|y^w9-1HLO|v;9=&O)|KimOUDii(%wP&t& zfKN!+0XB5VOvQ&wGhc>%GlSyTF7W-pK__>C&qbm0U0^01+U)xuZe}p)a0kj?xETWF zaSqi14=+=sb@roj@CkRKTK0t7-P##X89v`b4Ry&yoNDNjS&yRM?IR%(ML&v_R&X18 zq(;$S>%}<_&3zG6vWMp4ue!Sf3_GV$^wIY1qb3dn7)Ael;>V3=d64dvRCK{c(Z4q$ zdpA$KJKsq>K{q8v(c`a??#vMgF9)Soj>^zQQ7Y0q^=-tJTL4CeYf;E~tG3}5Au*J4=onqLU_CWosWk=G9Zjck7LD}18)1wA?E7jB{Qz;KaT8OW14 z(9Mc``eVO-;Lnn}zewunDMnpKt{+&>unwGK+Qe=~uhn<3JCku0kL5!ZNj>9flHn9} zN?ds2ha=a5} zmlh;as)F?st|ic>feF9ny0qX~P6jL!*k?ectd|z-b~a#-d}eKUMm|ru8_N;-%*Zgu z_oTTjMm}FcVu_f#HenI=i}T*3&Yz1*3pN3b)~T%`DmJw}9O|__wH22ZAQ56-%Z!vJ zQAfaQws@H`uieBi8t}d{KsWo$_ZGZ^lO;fmd2hk`4iI5pU2qq+$3~))-Aj%ehB0sP zNKUT`OT%e8K0>XmVO!Ka|A|Lp~Dfm-bL0@N6GdqEzN;OY&( zz+esnwe{YRI18L5={PEr%g3`>-iq*Fp&YOBR(zy2eQnbwi0`r|98`yCQhGt@(ZYYn zmU_Z_d4odXO`Xw4KThp@LJ*Q_qKIDH`7;pEwdxj#fgtOx0tPX38+Cx<`A z8tjsQM0w}W@y|!Q{2x%<{f=?>o4nj%6s_VeA%eq*lzH@$0KD2Dl2Z|1Wlyko0SAAahUI1Wk8hk3H(J~qUJUiK#wnRv{^%tE?u#yFUw>y^ zcV&W9ROE<3C&uThI|2CUtzO8{m=NgW+f>^XOl^%g+|)|~R(mzdBX6-KSk*(5Nw$+m zFA0DOxV9z!W-8t`FCE~Q1n}_^lYO3_pm_1S060DIA53DN z<3$WtNTk4}klK7;_H*}hMrXevDY&qP{P%!71p;SKxl`~ou>i{3C!Uk^5&;Ylp zn==%(Th*hN1oS?7NdUX(O=4gHPh1zfC0qr-jWXdEX?!$}{L;trL{K;PI5?5}A5!>^ zToUlG7b$#5!}c={X@8BG^m#Y`HL@o4G(7whr2+rkcaX-@!GZZzPgq@beO9Hrgb^%rEGBm{zC!5>an~Eb&Wc#rh8sNV1*bGHE zEo^znmzD!EG{9*Q%c^2qA@?N#n?-`V^ho~1y%=>pz?ts-wZz&YLZ%dnaEY>{5;1pv2(|P03oy6GpWrchb0f}yQx!Yx(Wbsy14mK=Ms&j8TK>6b`gBla1Y8Pzw4I62uu&t|99K=_ zom3OD&QUKCxOHN?k6LHmyjJ^AdOhKkkK}dh#GbE1<&4(Jl*Gq6v4JD00n-0{y8%*W46e?%58^(Z-t|HsNW^5a}I#;>kp3DT)>m#59 zO+1NYl%R=Phh<3s$Gb91QPs(3G9Ctfc+fi;Q@Nc+3^pY-vq4H+ujA-kY^XrAi=s7*t&kcHp3$H(TI;lNhcNYepUf8<->*E>XiluJN8ZXo zg(jr0agHeNoy(T2yRbS-odn;;w=acs_1yL1ogrek#2FaU_5}|$zRv`%Ha3%fgqJpJ{WFo-a%zG7LJU|B+7@iNOvpgCzGR3=i%t%?QnFc(W6mj zl759wG3%Ht+?$7mZ??n2kp?+r_fbBqMW9m>YMUJW-#i@stR0S)iY(VrJ|aIr@;zD7 zqSGf?w-!l$_vP)k>VEW;*q_;OMWV)?1OvP&6p;hsZFAtCsP)Gt#r z)1l?X&?JMFm*5jYOM0?EOHOVqXOwOO8i^w31dzxwQN${yW^;P3q;N=5NKY{eJCe<5 z12dkBD^t76RjyjT37wwmM!dFfM_{f`PN#l1)pMTK=}PD-eW77IQ(C8MBDEq@zvQ$| z*pw^fgBX!9ty5Dr(7I~&XAbs$rs={xVo9fUoK0VtAMAD%kOL3_^;;x=NyyNh*-6PJ zoWai!jViO#@oo(hl%^Fk>3vHIy{`ODiS#N|pOC>x1GEXh=F0DMkCOpQl;MY=Qr7%V zUvf5J&+o+A@XYV@ZFgfi@;fmyOsAx~3Spc$>-Yx}OT^|ihbhV;v`XsyxybMIHlWeW z!-LL_r!H1R#V}J1>a~rTM1ChE0@1^(z^gJ-CG_w-c+FO`5&%;{Lrfd<=690rFmrOJ zC7&_F5aArc(N)by^PJasfJ1 zos6_j$3s>Bv`z;?Etb{^6@{gB@|FjxHP7iZzn+p*8`a3=pGv`X_7#7 zo)k|DgBaD@=ds>C*SELBO<03vc}kRe{v=I&(J>&W_p(!_9SbQInX!E}C-7QLYWU7QwNR-0^=Yt>@q za!87_1AY#0O*}^y4QdNRaP|M1VQ<3&^T;(X8xk&jqt#C&N(7ES06I;913r2#6bkcb@+@{Rza7q_VdFJww! zL|dh18G5x>qddL}TLL723Ye^Qsab|@osaP*gMJY(Ni&+(4Rb?%R(c~tPGVjmu6v2U zNvA~X8}Ikh2%d9@k41QP_}xq^3^lx{!;VDY$Buv36vZdJM8S;%`F9zI4wbX^FeE`; znWd~GKl~S@q9^<(9}WoK^Pa>YzOO=M*Q^TXFZ|>+>va1X1QzA7A)2bZBSQl`F61p4 zit@wnZ=|AT-l5GM@)}I>Lb0kC{ubKerq!_~R43Bcd&1viBVG|@T*eqE`Rn!sx4lmH z=nfV4maGW`^S~s{3NGq!6LN6q^mkRqEdMN7*J1cio{qs=i@Tt5nspf(ZMUw(bPk%G z-IhTIxFItTVQ(sK$cR6$%FqBeuR$YApe;ZO#cKpr}wTrSKQ#)KKg_g9-W!ZFTrVMFfcL8@ICaJ8p zU1Uq#pu)IpB{HOTcugL5TJ5mo$l9Pdaumvz+Topf_p9rCq>D+q+63?GjLShkr)l^Nl4YC0ZVSHVTZE(o;5;p2GK29N8UW zOTYpV<*KVt&wnC~J>h?FQiaz{Uw&U8!!8N>UM1+XaZlSW_50g;x=y1fYDYed*OtPx>vCw8$mJD&IS3S0{F zPKOkG*o)HZ30L_@p4PUwbz%RX2$j=j-+UU%RK*T~v?;OH!2Z;Lu?hFLmgZrTPX|S8 z6wl&sU?MbZ)JW;TRnvGU)r72bhZhOlI1(`5;C71bK5D0V?er}uy`Jz*K9bk% z6nBVjhsqi4lqrdiouXLlnnunh;ety~pKe#jTV;esj#Lkr6;bBJ4AARW2 z%>}bN{GN!(q@s*&9~DJz?_=B=Dmqu$9Ul968c&YHf3oh0B`Dz0P(N)>lqF>Y$A(#o zO2`;Kneou;!-L+*nBC!t#6YG_X1w}zGMXssWOpq-CVnrw!ZE{lf7Kilkro^i*|Md( zCZ|U%zKL18yAnTwCzeLR)yrjNvts%Yyiw>Bb_B14Pjm#2o?-{w7QyzRATRfR;KghS zc8H&p?8L6%rkuNiCM9j`4W5#+%5FAPnAp=7Y>V&s9cC62E7Q@}(j;jX_adh~x_AGs zl66}*%;WA~lx;fsrSSxc{~&f#OYf3!Y5!-j|2GcX^X%4i5Tx0Kp3GRw=~@TS(Vj?N+56BOQon zig|Pe*P8fAC`Es4&uR+z>Exc(H?a%&o)wc7ZKdo(v1Qq_I#cdhr5_)^IC_3T3=!>p zL@HwV1Ejhq{2nJ>jP*{3jXr*14Ik72|0z2_L$j|eY^es5^>THjJXtA0Sbez>!2hA- z8^wuIFg8^k!EpYd*a)VYm4V%u<7T{At=6i-U-fm>s+H+ryi_j*YjS3|-0?dJI&8 z&?YIGAl&M_q9!F)$iQ6oGx zCfSp=p`LFl8}C9ex1i!_H^M-0$XySlr}t zNuN#R+9Zv?MkJk1wp8d=dRdTdw2k!McskMSX3yvi=O@DxmjRPK;qnY$J&&m;+FQz5 z%J3`6FjY5unCAP2z+G+rB>Dd~VI{N!SoF1-RcXS1gp z@rh-cSt20jL#1}=#r^wb8 z&sG*m*%tXTHD})PXs-)j82>>IAmkC>20E#aL8dLaXNPZ+br)jysrlg}E`Q!9q+mT} zqIW~3tTWLMQCV#!nv?;LJfWI9TZ?4LpZBdi9Q|uM97S^BMVLwYH6?%E&-1Wwe>*HB zWx$K@VJ(s+f8L@mxNP4Nro10i%B^N9D_(?;$Pf1Xd5_CO^KsrZ+tGo(3Ze$U@Pnuw zbF~Vx+SC2mV|Nt?v2~C)07so%2ib_7z}G>Tv}hWBJ2xwsR&^|k-o}k*YdIW*EA+{t z7x{wpnc>B#e?8$gw;F0mf!HKxMR*%22(f$tuk11-s3x-L2?+rRm0D)%XZjL;37TXe zbPS&egwm4*gmQ9Ya94-78i^va50J?6{lqG!X3=X%3Y(HbdWuolkt}*=FcaD_J~cL0 zfy@njk*!t_3L}+b16F;ifd%yT{(tt~1WvB1N*HGe0g6?S25g8AS<=mPItz=?5ER3f zu!s;KfU&7`zohHY-PKf8XF(A7gi*1?(TTgGj*iZ!jx*yf=FdbAt2=c|3<_g}k4*Co51PkHN4H9P=2ETM<26_YzuSJKQ)7<+JEQ zN+SMjRLJ``fHBoCq=D+thi->)rS&0MArFC&$`Ef)(hU9@zD5a~s0__fg}kHgwWa=y zR>)h7lXay+UVjX1n<@P&hQU;|0Z};tYsecx zS#E?I!OscEZw|_9R`!D$KkFGk*ZSfox&}wE|1gnPiWiv^(x>bfw zJCBjHzwnaQ_A2uBRmPI!ZWwbI+J&W~6E5{~X27hj-}1l8xF4KWcMt!jC<%5sK64BJehagrv(#iXQ!D800!xrNW5H z@Nc4JyYql(N$E01WG>L3w0XBtjaXBA>$8 zzJDRwIwg7}aw-0p<52+%3k6?T9?3C*faSk(JbEn1d_bW*1>_dYluPp`#cm^W(5Mdw z#e@hZOT$e+*z`-~8|K6Zz)pQ-|l9j6r3aCtr#=3l}UKUPnQN!z1;{(cyL3L86@| z7;PHLNU!T0N_i7;7-BwhY5AI++*g9Y6Iz7LnRrI=h8-#??h2zrq`G`_M4W z`I2I2*3?@q3J|W@GHZ&o%e;Fp)x@dc?=W%h1MBIgiSrgDfiQ70uE>tIAEGVI#A)c< z|F)_=F*V%^p-=s?K0Ydgn}T)y1C*yHJt~-3WM*ZeOAP;w@%{?J|3RW-E1Xg(+F7dmDZtrH($OD0Ko{h?^{2H{psTC15zbVR&mf?QV^?<1ZDE zbQSNeIq{o00L{|#p6jLOF&UDThfZa$Q^7mZ0V#*eIG#|Oi4L@ni_MU{liaG_-D+%m zeiBUUdwqG4J*PU}R}?}$bi6OZpu9TX=jqv5(eZv(WGz4PUW+Y>O%ZNtN}5xn2N15= z(v(*Ci-q*;484dBb?N=EsBWrDhkQ<}ON=m5mp&wDni!C1s7t3Lt4q*@a4V=xBO8Mx z`K2_Kf}@pOivoZil!Qh2C-oL$qa-|=2+>XB&pE}^0~>^N#o)zrrx?UR%u)$fyZ65Rx;}m5 zWZMqq1hX}+^ZY+Ffoy!O?P(|eruGJ%`IkC3hWpIFNR4gJH(Kb^zSn`xjsxDj?2{Q@ z8*Vy&a+wA;Da?2r-Xk!`C1T_uh7nK0^sI4sAB4*^7$t7mNdCR2-SNH69=8-($n(7y zVv9#p9Lq(cjYIQW^gM)XwodK=pWT~&W^3>}&g}DGIo&+7-;NXzCJsgw9b~H!YdK6D zuTf`qr-1{@2`qsK>bRi;y){fO$`=)D5t$yX|q(WTyT0ghnf#6K%?Vn>(wuim3 zvh|M7!j!Ccd=5X6-a((z^bQ8MdwK`^G0K@GO6na9!o1cyB#2ph$I5(?OCVhxA^h(w zT|)xFRt8(w5WlJYK)S}mf}fK&gIm}5o*FwJbPc(5!oSuv^kFI=K-}oC>g3yi-)u(RP<|vYn~m_0)eT12n~M6A^i#8=sEa_4pI7)c8D^#r4Lahzxl2>7l&vJg!y=g zc7T|5h+ghIL}Rb(ODf={o#(>ymvXem-X+ytI$Gnusa--x>+_sj#C^10qsGqR(HdVK zof~8NXgxj`UOO)Isimp(p_}?hp6XT83U?ky?+q}>C645s7ccq~^sJ#nJgI}3;#d8& zC!n8e=UAJKURGo|FY#WEEl|x{kX$-y5}GfgafEArXcBQoP1Phc_#K+WT3AjuHHr5l z1;llqQAJ1JRfx45n#5+QNnDz6-B%azZ8D?*ccKnQFmCfu-Z*xfH}b4wYDvAJZ2WUI zy<+|7Q;4YE=#v6p$@deJP32|%N*uwL^^YlJ=en#*+JK&+nA_eK*_ZXN!IZ3LJcyr2 z&!A6fdIp2rJw1b!={eOifzsw)Bjk$a0SIUXCqLO#yD| z8JaJnzaWdwGd)A>!&E&(gWsWNJOazN89^gXc05>awYwuwaBu)(PeJVHHvLW9pT5sQ-r8zi@~l<3BzO{fy6852#PUn zmd@4@YA_}12oZiF9f3Zj=?DyN869B_dZh6f5hqoD(B~Tnpc6=*;X9NPNc8OK7Kj(l zS@?hnU6xWXlxchrSnjymb)NkP+Juqjh4|Ns=jp`1-O2Fo6aQ8`9>#;$z#y0WkS7}&5B@givv}Lqw2EGdaLv{!m|Da%zL8T8 zKn;1v0eB;3rFB?zJ~ z-~yqGsaR)<7MgJQ-Gn3ff_%S1QmzZK#3>wpiXVLszyE?M`SAN8exk#VKBXOg3~rgj zZzIZB6=1xv5#BHjMbMz+7AEX9r)t;3r`jZ??v=YYUt8#4%m-Qeq50-HJ2dk`o^_y( zIuF!*v&hO~vT27tdpRYu^XNS>KU>IS*=LB_sdQxjMeMZXZR$R<|DeXUcMw|Z6Nj##gqrK z6Eg>ktmQ=Swb(K}?T)V5GCBa^nl0^QRTrd1dPJaJRfp#CDD1;-YA$P$FhX--43g&Z zd$HZKuI|@K%>_gH!s^HvB{Bve?t=ASYxeby%_A;z{Ztc;v2LY z#mDvz$iC8Vfhk$5*@~Y?tD#S6S`C9+Myt6JkFO?G$_+<{EeTjoi@C6n7LyD~y4LdY zIn!FwAkETJp6`@9$#0EoC2kLaEFPhC7ba`7Q+atxI`yTp;(A1FI8sht>D+B@<>W3k zwmnZts+E!RtX(od^3vWpo!On{H-Z{7ud}>UA=SeQ@pc&G5_zT-;_vBMLuW~ixX@OW z)JO6JWqhj0iauUuMJY;_UQfyc*;?2)imc_UW!92r(9(-Zdm@L)>(@n=^Ky>Et!fLJFp+*K4Pq6oNb2Uj#%b3K`cO@+icAun zT+%-nti>MNqOwv&XO~cL3oE5Kn`{=q1v;z@73%pt-Gt1PP_zw(xhfX?N}0{SU{q~) z`@GYb?~75?*5MVUE4Tr<@=XPUiie{;B0 zGVL!F%aK~S*2!;fwenImwtd^2+!XA^(%nESl5=m>x?bVOLqpsIgIxR9)DTDLSwlli zQJ1s|lJY>dKJ~&PYq`aHEw=bcQ$RH1MH>*V*-}7`&$VmQRSpezhstpwtfQMM$2$@A z!fwSlq7&j`L|2-}&1{EtgVm1!)QM@xPpwVDnLPoD1q7^a2wPi1sKTYZZeX;sB3vtI zxhl{+XbxspA~E_f;-@$Ipg>cKJ-X9jH$Ma*k@$Uz#6~rdv9)zj`C8b*3AHjMI8{0_ zrWbR0HvBynbQ}iN$EV^(3P(BfRN1i9E(Ai;B;gCFH9ZzWZzQXW*sVIDVTku84?;9_e+!vi_ zeAhnp+^ww!DE~xqL(hi_wbPS8u#Js6&=A>yyIAnoLJL>5m!lsdyd3FT^o<$^^s?UQ zk)k-jn%57*VAm0eDsDd@0v`Ronnw^B6i*vT$FCknZikJrGPpp*@%INy)Mu(uSYbLV zoV1V2GfFZ?zK1oAcKZ*4{m%;aMD?Ll2uVK1!sGv24oB(daP&gJY;-&PAENmh-#^ zWQ^|7Um<9`7jg{NE2D9}(UPJoI}ldZ4}){E{RwKGG`2sCtDX$mXLfwK&(h0H8K9R) z&-O;=sHr`<_8?f|GrPIOgLS;%Pyi`9Y@pYNVsy1$UFWlUVf0vUbZyav9SjS*s+$XY z3NDP~Ima;4>gbD(B~Ixjx<={6(tzHmQFO6Sg2hgDbFqumVmUikFP0>8oMT_47o0Ux zFPa8H|JiM!lnde%R!38O!Ee$Fc8$`Dr2)OsTZ%6BP+066ySdm!YO#{S zaAHkghtsH5m&v@e-uU8VKDgqawsdNh2UAKwE!*e+eb(>K6Z~$N=fuTRubfrg!sb{{ zyDRU~SU8-qaF`DksPwo%!BYSQhY$+fvCyKW5@Rb}ir@`Kbht5a{HGj3OLVw-JjbKr zCi=UWz_4$jx5+p$ypGF?Gf5k~DYMBZ>Z9TKK(J-3HZlhLd~`ZQa}3&Hnzf0k@!AO0 zyl+C#Sre<;2hA#cONJb}@~hKkdJ^q6;VAKY_AW06XLq2C?edkSV3Pa1p0w;3^*sn7jNaSpHgCey&~4nDW`>h~H=A zm_Y3EGjcqdYnR`Y$f-@~r;l4*ad+37AsJSKS`&6TZ0*{36&hXCVG~1h3(+hiK2Vm2 ztT$@Z3W;I{@@?=N%Yj%Lz+8JfFUH(^JNH{OXWxk|4ZX1OPr+0CXc&JxF_e36pII7} zu&v9zM6de|yzbZetlQkti(t{OrbXx4(TpFT9gSGMEyo06N8g;|(Of(FN^`r!t`$L* z+sKU8Hf{_dGY#A%(rE^#JnUw9^rCl#HaQe_MZZduuY8$@u}a-WrNM9VjHzS0@bto~ zlsmA*8#EVw9@!5rmH4ON?h9c2y+nNX?mIFSL2^ZoCp5(0VTixw1F^Yp5Ztd5xViQX zugquP-~^w}F@e}OpUm-S%Dzd5%H>hOJ5Sf7bIdLh1qqI|&4YN7Th*gvEhzTTfy@(;0G@nkUT}a#_4_=1^yovJH4il8O~wzEJxznuk@C z;R5_z%{a+sY>J-tOuSkX>r^Jz$qI>{Zk-c=Sj)OetmQzg&MgK_QG&G#W#MfVhSPqE|$(AbQXWf;(Co*E`JaL&e|4sP1W(d4yl_4;3g^lWlaa5oKqN@yVN9x%DXApB9 zPHYHAM?rGeCea8+fiBGf8q1gK`UsnnN1zpCwSjsx#Kyq$eb8bF22(W+D?X;b5)Z=- z0I129f`@-bXfR3_{~~`eAaKp%i(7L@Xdn3Ws?A$_H}^;^k+&Hfu}l34&4X2Kub%MZ56N zUQ>#Vfb-8dA@FXlXBGI-lm3&~?I8S9X#-FDv% z{|7H!4FC17-yVH@FMw;E0`qDGCVlDv^XNCgR7c0b?2Crr`}QKrep(`2f%QgnNn;wE zimfGZy`3Hp0R*ue@#LU>a+seC#FJGCA4t712tOU$pZCPr0EAUP2RbnC*MHmgo45Ck z?FHK&ZeD$32g@(oM|I?2MevP$vpCD$59wVQ0X~4&#_&(>U5Sy0p&CIjUtPFs^l1BN zM#>pM;=;DKkK*5#B>y~SRb{0KHjfx#P@2+9GcnRp=HcCH z@jc1pmKaI<*+$d7Y86Qvr*G^tWB0-lp-%>hfsa@ih(3d_A^09p@a=ChjD*Vm(uU75Ugu#Ve~NkArMe2xC`_$ zW=6_Vdn?R@uTMTg@jR6^Es-^Hu@2hh`}La~z`T7^%MRTNWWjil)&h^Fc$P#Mo&eK|e> zS+&3?lTC;ZQBj|LYtMyxE0>2Dv`zJlH4ou-qd*d+itj>?vBgaEXx@J=^ZqryydPbS zBNkn_Cv2P~&TQXtc?cW4J~095(BcHf%xIumbpq}M4M?zsv|-75beS@Dd4Smn(@kWD z`bKQh0Fi$BAP<_r0C0Jm)*=JnhW4xxlY5o0m?zL^yhn`pv7&h2$HIH2i(=iQC@9!t zB(6Z>D9I^GQX#RTJZcyxGkb$lAck7FKsE?9dm z$dG0$tU~y~M)C6MW^jT5=fH2tQwX-JHN#jp%osY?34l7EjhE!^HsrHCe~6aTtfaqNfilg4e)btJllVi~J}* zhuSU7n>YLLrnGnqvCsqTxedlA`eG8e)w21odjObK-h2|+)WM?NU{A8^#QA1PP>wAf zED12Pu2YyDOS57(*wBv!^|e%}|N09hBuU4ARY@*<1#_Y0cR45~_~b3W<9i#Fw|Rjg z{4qE`D8;xh5;uc+n>#X{EF-(pC0CqGGdfLA zd!}BmN%b(3>IX$hh3Wm@DMzYrlsgMbo&@F3fs9kYFavyjXI-h3)jyiy1wM4^YlVjS z(5u=RKT*09`%J~GmWw} z?Q22PhU!D%P~{xc-llJWO?kDT%QfC_7Gtl4sj(_#>+l@~Zr)JMuGy->HHgf2gTV!u z&odCzr=}o757KrpAukLrY*d@q*EiFx>ip_-vsr_SlD^arP%p+cXJ2`?uv$QXB4qXJ z@%0T6)K{bHUX|Vt>AjG&i#LDq>ZO&0_riQ?496QnZXlbD)C_$a!V!RoUk0#Npr9}q zDPRdSXH(wk^g017BfK5oi^zcjzI7-t+=A9j{eu;bl8s-!2;Wjj?8X1mXVBBXOv>9S z_$RNAK6d%Se6r;*K2hJ)5_sL^K>S@~?>gB9Y1duhgI*A)yY>~zj~x5TIBzcC-EyAK zZZWSqm_fCQwu)Q17J`>|m5<=Xy@-OBy&&$9;vkUbROyEpTbI`hx;NHF0MWA@V~Fl( zuMx5}9BxAMzxpOXZgaRgSsmZjs*NO;hDQIW<-K>cOzn7BMnEOb7YpI&Smd4dBKyW( zF2886G(GapN%|&-vAp}r70Z?l1Sg(|61lVS$Wbn|NV)8ONQrAQQ9R$teeNpJThv(3 zBB_M^Tp>&rL7nK^&an_W{@{>Kd=i5CjH=2N{fzicM`MEk+-YMMQPwd6$f*`Dg3-BTSN zpQ?Rma~hPS2J}IK{sFBUra>2LZhr~tofUXi0g)~^%#e#a87VqUWFhYXK^KjzJx)AP zE&@N=Yq-z7hE#NYnrGM4Ux52h&cpw(XZoshrWDHaG(HH)eima;^iGUkf^d~8o1HfX zrQM%fwxt)&){u9Esx)9FB|}v>Jb|KB{(uw~(JG813JhooGG<1roPHU5h@=2!Z5+$) z@Rt| zhD1+T23^?IJ{5d`gNb+46obiETzA6W5+>tc`H)dwaRnu@mhoa3pLoU1By4+SDn0Yi zl8@7<1`%6IFW6hWQ66{d-->%lRa{kK%~;_48N6o8n{}Ygk`jXW*ES%}@d8BnvT%0r zWg!g`5wC3v?c;JI5~2|EJ**ZGjUpVq(FUJ2(5+8!4+c*R(;{-+`WWfyS_Eoq!t^I5 zKvJE_Sh5mDKTkHIm=q`{0ZQ!t8QA%mD&MU>G)vg@H!)VN4Y0o{R3-b{Un<_AU3ixl z5Q6z}=A6v`;T@Eu5_dZ+{EE!c-y^kpqc{6d+7uDkCE$%P*cB3Ncn6p*eMAJFU}w?< z?oq-hbb5YR_*`_q)fQI>%W*V;$ND;y8Q3^p2c!8-ruxFF57}F^)~*uzrPui4 z)k{IlEQLs{Is|25mu69GleHgR#1nPTU~Jn|9aNkqsHb31hd`%B$cj#LtTv?-9ME@` zqZ5H3fPbtA`b1Gz48?*R9vo~$p$Zd_ePHh+*Cv@>f1$bPKLII#n=jy>yf=lI&_bW^ z1B~0wy0i(JicNv{B_WX%hUHN$^NX5)0oCSf)6+6_j61jgz$HAJSsc|yybmiK_Tqn zDUf$r=_zneCo;jMwFYzxk7lv(vPhXDhv(VY8r|9g|s>q)4Nl@KK4vLw2 zF9zzF2V1@z)hlA7Vw*ELM-``XWe-U^Hs+|VRui;eFdI3lE|SNxLyt_QojlJRPbkSq zw~$D!GRg1Zb{lC7MKyd4L8<*VrrqCg)tF!R8NL&zJK$C)nCae=n_wK6Cq3K&cR6QD zaR=};wg59jfFxgGO6pbuDaNh|S;FWJNW$=pr=+$|u-pOZyk=)3;zi`M>@Lz^clZL% zfz@}<7w`eZCHn&A!6qf6_<4eVGW`&P!Vgj9G?cT2`{5F}g1{-DybdDxM_IgmhpFuz zeHtO_jXos+l;?FiCn9Fi<1qK)k1+cQg;_&gzWXwnbkdXs*QX&-kCTiOV*sQ-0TW~} z*a`!!I7Li)9TJBrM+BC9hZH}Kw1PV#*rVBKUGXzoOHsW8uR!zGmzcM{=*wHt7jOhS zMKpaAZltzTr2Sp?h$LAupP>GXN0qm(Du#TJNPI)!?yzQAk>a((!mowxA|!Edbd(RJ$)X|l zIre}(5(eiqD>GZBE4Qfl2~(~iNPb7W(Z8Mh^43HTnv~l^E|58 zu!Yw!?Xw1RvtfougBIZ43xdIUtv(En46#1P1Y)yYljBhV3$vLoEV$V`%!g9zlh+aV zbi#ZnFIjMADa(UBFx!0iuYd?PAHEkqk@=85&5Zf*0%wdt>D-!dy^J=elx7PCDB;!;bD zNjnnShV(+Buj88VT{CYRT5Q>d9BWH84r#bMj6o)jw$i88`sWB5Rom8Q^G#pKbS5XRo<4+2yv8*M%}4UE!M zGY?prkoy72MY8XLSQrkN42#>RIQ7(OxvQ=hC{BsDSZ z#qD~H;oAV|rhv-lzkNw;RBV?e`)_foy#Cvp)dcNLv!Un_0ZF0ja+%>bsf8rFXkBH7 zH4>t~!`Bdey3FuFF}9IsV#oJNu9E)!PZ9| zrQtj%KaoiwVZA2C!%t@ zMg!g+sjC^_EUkVorK>?XA*_f3-Q${2R~Uo8(N%Gp!G)X zLci_#37jVV$xQkczNC+q;|RV`CQ{|-%fcp9Pz93+#6>hHy_PCyK#9bEhH#BsNu+1f`{jYF;WONH?TM zqU6|Bg*dAic4whNSqK}pektitS~BR3SWqe~p~8FRB!UK_JJKMx31Fh6K&Y`mup+b; zU>#?vrt?3PDnr(i=X*^mBC>EMFo~itN|Zn|P_g+goU%7+`+!Rpb0IM?TlFOjZ)U~j zXP1O1jGlP@Nd?oFVGLh~sN+b-|`CvIB%~TEQ7@1~tn%StN{beTAe-W|5T2%Zz^k9(d=397G=07Zk#({F<+4f^zU( z6+@1N|8y+j&bU)t7pFcs7RRC9*(V%d1HvscJOZvr(dmvhUf-CG2H8ihRc=ZBh1wuw z(HM8`4tMS!jnx(KDg^iBV(oac8kHC%&K-pV7%gE93C-(Qy%~(EXv!JBnn# z(>XzUnFpT3E|R?$^>dV~692N-^I`XN1qx*|AnEeBlVI7;Vz`jrHPMX-^y~!tACV?j z(#t?=Ks$nnMgZ`VK|~b56j2%I@50+KGy$8IGfF4`BNQafjP5_~ToGjM2qIA7{P`YM z%oY6%q3Df%B7l*nP^Nl0CnAyX_K3#Y^NfKZmOt3lPM3 zY*K2yVm&x;u=sI+z0ze@9j*@7Cww;yf^e>i(#ZWd3Dmi*7*Z3Kj#21gmCGRWFXWiT zlNKu^!x)t~iYW?PLWn?tzv#RLtc8u*2!Sh~hsX)?jP^AP^-bO5o5Xs%;h(%W8|nJ| zJu<&MS#6OpO*6+VxlXpfy1xKZh4??fSjN;Ujmv`nNsxh}YC&x8r;{ zcl(;|VOp-Fo3B*Jh&JPzdZU&PK1>crANLI~I46fQ$$U5*&)z4|1nyD7&T(LVSolPD zzt!Gt2+QLv>#fom-@1%;o1-GL3<^YZNWA1SDp3@6NWst;Ck8DHYnyAM(0ZN}Ar&^c zF<5NICoW#O77|Abl)o^CyR+nM>j)^>>Z0^B7;}l*HFF)9__TiDz^J18^Lbeve-LRlNEud{%Etgu{VV zE~BOAk_e0?pIwN&xH88CLLv<1cvRd}nZtcy(GtNuQotiku+m!W9we$eNPD-kf_IdK z$gb}2H-HGP?(hoyMAaSWQ%C&-@=2DhpRgviqI3Zt>ofBCSW~Ag;dEUQ_l~4aBE7J( z7=w1XI_k6wg~joN+L~luco)zvU5dM%vhPr1XQ#a++zT_y-RqhF%8E)T>6%COQ)AlK#JbnxAs^I3H8X$nLiLAYke!Dkh8a}&i*2uIVLDE6))@9_BjJ*=dA9=}Hr zoxT>0`U&2$9aM=$oLc$Lvdg;+pHp-aSkOF6r{& zR}}a1S>ua&`tTLW-o7GPs7Eq^4)-CDG%5%hVT|9QFuvIJ>XBqxm86sMrrJ*RAdg>O zjV(qW58BvDLuy#o(vrmaD<+QRl(F2dLgHB8sXa`J+e$AGgmVVx1)U$+B#}1^alP|- zECo(?zJ)2qh%QC?_C}ZZ@P;YevBvv_#2ij_L)v$ljomj+Ve&F0Q(uk=#O3z*9FL02 zHp@F-SPrHMZ1d8b)Of!Y00HE`0RQAYmSa*MZRa=gdOA(X2?w>k>e;RF{#st{t4l8T zm1)a01X-TK?Lsu{jeR5j1>{-lo z47~OV@MOU{0FTSqr5WDR>z4jXLHBC~9ewJ6uKRUMp&xR0>XyQbVm36Nx}}Ru8ydW- zPZmvCc?p#5lJ>G0EM8jqjxDD16)!y`HY&F5lZ%()RIUUZX*$B@lMB@Zvs1j3s5leF zOBbt!BpKQI#$3fqH4>r|@HMXDrL+JptY{T4#qX7%Cw2Rj42WFCOA{f|hROph?q$c4 zHdiM6+Glj8%w5FfLgxZfGD*&dLC^>@R~E+A&I!`9FnA6-3u6K9W9ee!f7s;MLvi0czVXEy_gVbSr-5ti2w7trbtq6iNyz)jQ z+u)w?buPo}%$96@od83cSG!%Z^&jy4MN786BLE;J`DLUIai1+HWmp{#CZ<~u{%I9*-4M36gb)tX+EUke4K~#_hm#c?4y6nmqeem3 zph!X2%E)-NNj+S_dc6@^yG=rwSe5p*;{dE##kXlQsgzbwm!v7xSperu@0t4gvK(PR-H!l4|JohBEBcF zwjxhp#(s))1_MlhK!n?K7&TO0g)*b9usRAgL1_)Us}*JNA{tOD7IHm9Ujn$0THnzKqPfy2|UC_cShm9A*wKmACt z=>%9M!vfJBt{Rlprqu{2nx0zak8 z!EVUFMESR?wk+&(*xM|-uu0lv9ZN$`qQA6;Ny$55ZCOLM;o4cQbw#H6Z{@DYvZB)# zmtiv?zjE874*f1)pmN9spEU4P?Bx$7%xzSD;?*DDjn=qc z!F>PnqI`cC@cm26@qGg?H>C_U-gk>Qlg=3kJ?*)eT9f~sO#Xi?N`5Tu`nE2Rzm%b@ zJLI1W5Cr*Wd1_7mPcivFS(N-(4fmtv$p3sYZ4@+AcH@d~csRGs87%UiJckfyuJ{IX z#e+q;;%MNCFZ*&udTdH!y=QUZ$15gZ_|wN@fTD=(M6*VQD_mCB5)+_3dH)=15mBA{ z=6F=V@)+4x++d6Fas!tCp;7Mpw17o=0;LUVw(31&aDY#}XL#PIM!fKn*7hofBwPiU z?^wc}>Ghsh$HFGnJNvNb-T?Z`R}7dAb_%ELZV~7czvnXhx$})rP-ADO;;D^xiX+rf zdrLiWM)IrAD73r)U%*mLmsU2u>}m5ql++| zdc-8p;TbXcGWTQ!A|@G(bn)!us_vH=e}{8{DLdn>9_0FfbAoho@fgw507@!BPR)tJ z0%xTIgGEshbom>Nzsz#uV^EKrQ_u07h1-)+>6pSdtbAr@i@dScfCk&}aILywJRES> z9;Y|N>yLw%-6Id3UIBG1b^UQYK3ASIy&zV9JS`6$mW5a7EF55jWHUsbQ-}!qnzf1A zcon)YQ$*$R{))+y);rBe5R83_qu7ey#5GE6$0z9@fFK519|SU((_tU#Mjgt2hNDt1 z4M3TeQJ+L=G_>M+=XJsL1HMn2Z$JFwoA0?N4q9{}<`3=-9~0fr34uJZ!VJG9WLfkB zj8(@)*?MRs?z<;S?uSx)A>Te=mC&xfo~d#lTY^RyZ~9cGkrk<6CH9LTSnE3_rb+8x z?gfH~P{4WN{6TI>WD&!x^Zh3T;i0hI&c9H_IMF#s|K8|XKD zQJL*N=>>w=?l^DG?S4veY{DKYI9fC2Z3t;^bc@d_O~%A>>Nmk)mq`P;O_&jxAU=$V zWIT!{uxli|*;GZWlhf3El8~zgW@|kqG@c}Ww+tNeq*35h$76Pzzw;qVjQg?d(CZj& z7WelUYNvrHX@W`nSuqS9f$#PLOza7SCg+~GagNCb8*45>P{@uxfjH}pKIVgOb9W*a z+zo?s?oMVHpWTTQB<;=}qMgS#eb5@)U#ReZjWBD6y{h&dVtcE9E27d4`jOYvVh7=T zId@PudvA!9bn}%88POkbO;CE<2OlPfV<_P7U~o; z`>nQ;hOjK4QTADwznuqIavbeE@YkKDoyTAOfHynL*|Kl-&UPN& zl$h0a9;+C6XO}?UlL2`v(~xJ}cU3!&nZO8~xRde^${L8!4T8Ky5Y^wb{-8z=adgRV@EXZ-f>=VXAL%k0lV0ILmZV|e4{=oU&t7_ z%?BeUgJJRh7Z5sfF&Jachrtlv%wXK-rbQ=yK8%n=NON4Lp>c8o; zdQ&1C1+4NQEj^b+U@ZCULgdAJa!ep3!Y6Y)D(pzi;l8kFiI6n%RlDuB`)>HZ_1nk# z*KbFwl>kioI;C4SX|x_B$_q*dGu+seC*B^IUH$N|hro;diM`2mb-fahIJBnk)DogWXbOYiG}j<>XEJ6XJNMw)#r1%jsEOWeVCf2GFG zPNRVgI>n;#j&k9Y&7!f8HviDO^ArX=LhqghgIsn3Gf3(zdNu~9f9T!wiokhI892Kh zdbhdA5*m!YT%mWjJ10nw<>EQ)Sgy=sg|Bo^Rv?m#!LTK}S-`84tFoWPNG`p}qm>Bs z>_l=|{bbzxJ~gyUL*5bEbpouUd!b!-!`ozN7vqRRyZQu;Gef(48^Z_{&UcvB*zQBf zdZW(>0Hr?RRKHMTn;&AHkb93puAv<7z};8`O?TiGX!iOVv)5OA*(>@oj^N61n!cF^ z&UJqQeR)@0AGX7Ws$G?YNQtz-yPYSlFUifl7x9F2DT{w;F8wKU>5qN5R2n%1qhkL0 z4`F;k!~CvryPLQ7jqN3pT7(2l%5d5JVb>+a)N=5)jA6cT+Z8mz>NbC38r=gw$W*Ad z6z+vlCBp3z3wV0Q+dbchDlzs)jbsZE#%BMtfI7iYX+JBDp)>F$UVw>BfzagK z6muEuCJ-@~ASh%zcB}#LxQ|U5cXneDLCFH;k=H!i)R88(_rr>d<+ZKPIR3dzLv=F-*Ytlc`kl&G^*^p}ui8=TrU zG+G~N!t;k+np1nJ3x63 zPY3Ax-IEn?fHD~A;#+Pq?AG>jLQ8D#rgUpdBL2*GYkMI;nCjWoAa!^)FNSd?J)5#y z8-gI+n!F9k^Y(1`TEsKDD^|>Gx3(V&Fr-@1?QU(q!uJ>L*7lnia5ks;b!+ff#H2QZ4ewIK%->ee=UCl|3K@`CGpMJ~o>Z3q4k4-*>l5DZ~1HtrZh zx~~|hNLy;HF>0=~xG8IBgiFA?M#Vq^yXBgyx^ianE2vAG?CzHS5_M!nha;%H(P8)} zZ`ug1aTb+^bUeO7BLPis2|d~RE?(WQN_1F_*Y<{AY_3&r z3?wO5$rcl^Ou!lRYf#kB~etgx(QApuk9d z0`CZ5PjA&Gr|Z)o0{8W-56rKp=MSWB3yBLCnEfHNl>Q5JHBDAJFX!m1j?{hE;lLbN?Rga zn_?0u)Jeun>>fHkja8dkM7$XKBpVSZz&Zsxy_IdXHeTH{JW)%Uzg3$+A-_>{(F6bk znRE!OEbX?Elkr4=cWna8Eu7i1>JwCig8rM$u&L3rtiO`zoyiCjS>&aExJN3 zF9LbD3dSeK0Az~4NB7*-Ud>Oyl@@N@5Nzo}t*k&R*|oxy82y96>WwHU2Cxe*6jG}; zs&J-+4a&~m(x|n<=2ALVQCch)f{cY&R|J^9@S3x}YTXc6rG-`QUTVW7<<+$;udI-% zj-F{kaqReBsfuI?obUogxQ%gsxUr!GO%$6m)JyGFoE8#PeL$wGr4aR4hv@kX^R8ZM zjmcm%+%OIOCMThs!vwcE-!cZRxZw~V2koOD-VcNZlUMil*HIa2N9Eyi?rsGWSFPt0CwpWzMk z>7pA5V}3qaZUcQHc2i8coTaq^uawkEwIWzVCnb%P{eXI#>=euCY47OEP|9HR9cJ-w z6=iV@gn6(Wi_b;lFw&AWTh18>bKN%WQ6~Ryi;^FUsr<4F zn5X(uJUsv;u_cMzs=A?w&?=k9P9U}>na?fUG*3MzbT z=b$_t1b4JqZlwc30zVI{7(=7Qg6_s;e3{(p>}6`fNkN4vF>o)*5Fut@*d6q&5xs{X z`PW-{dl5MQz6_k*Z=Ut>B5Syt@t3RM$^*^`(&G(z4m;j3NAs+2xTh-+amawA9~hmC zmHjN1T+!P)x*dU@osuhur%1l-c7Pe4f}(ephO;9KaRT5j8HN~9^cnTe+U*fIZbk1b z#t6k8)dfYtLEw%=JWBP>>I_9vkz4MEl+cb21Ym$j`{N%UJ$5ccG@)r<0V$vN@*BpA{f>-)a&D6b&|qD_!o+8lhF+j$f1(a0?16;5{{4KU%Y;R2`+?u z02(Tvhv)|i`si!+7YTAWj(PfNK0Gah9G-%M7F~!LyNlpsqPH%S@!Gp;VdSiZF;s#^ z*j?vTrjg~?^-PYxzzYQ7(8YPdp^My-$RfrydFL+?AspvB|3dY#c`eevH@ez~cgV9Y zhZuf%KEW{ovI9fC2YY|fDn(nholQA*m<8NVbmR(XXCKJSmF_DZX(F9gpbbE(r zZu0>jw8r=sRf>P*gHIrmvVed_Y^9tINMVyQ$3}V{5<%Tc!X*RP__8a_NqYRUe^&6Fiw|Vd;+Zv#HHR zjLtPa=uFtR=kbC&_pNc2>tYKUaYT0Uje0w-XN+9ygAtR#FfwHwp(7WAG3I<24CN#< zn0u5sA)k~V7M8y5x7sHp!h$Cx%6t$$7Q@furZz8Q8o$(s#xbtP2$UBQYKxR++QFLI zyq)p&wvzaIa~i%3DN(u^jgSqc-=ihMhj{fL@L9bn5sm~_c`q$JmqcJJ`RqdE#W&`d zKuCnw<#<%wP?^JhVbK!7JyO6Uof0yrz&%J*g^~^*xS%P=m_0DNm(4E$5!}n>SNMsl zLeZy=x=R!`P_~!N>hzv3-a!y&t=ad-t~-Z2YGN-n zwted?MNOpQt0Rm8%eRY8KwXNN2-I>tVkVA)L9Xk*>DoSmo-G|Saas{LPxgk>mKSCw zkX#eG;5Cm#ha+6GyG7GC)AF_Ms$GE^GZm=8=WbMk+QlkdF{4Pt-!S#>@}a)GTM7oi1jsvKe4;ro zlOJ})Pi)T_Kk<$dG{RmYZ)F-;4k^$0i4S;zARJRTFWh^OTM}8sI1+aLumW*%?EDMW z2h4p)f9Tof!#iY<5b_1R$oCNQI5i%b;lOO3t}Gkz6Ji3~9B*dsv`m7lF@hQ*-XLsk zYFkikG^*PY8#H7$qe>FYMtnAhjIYp1>Es1|*au+=GWmPFq%!;c*Ipoq{f_hI-0uZL zAjBprI9hY&f}ap)?ty>ux&ckj#FOtYgymeE$prD?Oq}4&G=Y1RFipKNKP-G;yWc8| z=f*MrBAUQ9oX<(Of|HqYD|{#y+al=s8ietQXHtUNVy}93yA@o-%Ux4)x#y)V*EoXn zv>*`sFVCZTv#sYfT1SGYh^962WH!)Uk!+0yYy@D6WOKdlhZD3&th7$@PHQJ z$%@SY9@la9?^f^+3c9x|=;%`iblvY(fQ2x-(XC+ZxiJekfohysV~)JQBTUoW+H+O6 z0%_%bmAWdfxc1CrTjAE$P_USwUVPR-aOP;(92subHVrqYsw3f0pdJYppLN!HVd?E@ zi*^xeyORd<3Bb5{u;y!2aBpl>Y`Z5nD!{2+d9Bh!ij4~XO-(R6HHVRWGtsEvTWTFi z_HlQk0*!;{oA?@6qXLAV>xo;93gBy-+&|8M$JMAH5gwhR8LJ+rvoT{o=#0$R4?S)D zg$?yzoKUA^X8r*N<@GW=mh)M(-Y219=1cbf6d+8^mD3<~*yTS6<4W4)WyyX7K^o>q$pT(TcIVE&fuCmBvGiM-%CX^@MtWdGIhoG9791V55%$xyVPu}buDqk`FH$$q;) zKSkZj0{oCG$5s5BD*N;7_(CMXtw|C%;nX90o2Xh8{3AN%SFLIC{R5;u>p%fLv85l#MC%!Z79NSZ5(0-EI%J`qB88y5XOv-LRr_r zpzo}e0n}T^UzY@O4&IP~yQ-i)AH4w@JD6L!b3R?;9Y(_@=QL?vl6ZrF0cr~(Xv-yN zt?Kl!04t#ozM5984C>jAgZUcQWt7ogp7dG^qu17_SgNcCd?<O0U3<7fS_ulq`rDr}N4wgBOrl1IYMeT-)I}ILSP{D5S!16wrP_n2{bT@@ zv%8TxUrIF!0RT#$E8XZemUy0&JxgTDWK>~(C?Xr zepi%*FmU2GZ{MwQcXM(Q3x~F|n9%zYBaYIQGyqXXP|BQs}f%wPp?mIW8 zDP%F3y8?q<9vqCW5M6_k_A+71lDqk|?WBd#nXAQZ*Iz9Nkp*o5Li8~qPAE!<9w5Zi z$`N9+{5{3zmJ;7Jb25ETd$y<5d+(V{^0SJP9J88-%8`60?~bG;!A`!=CuSR{b-aPD zEV_ZPOU7m8HqgC0b{i;Z0Eo-tooZPs*ShMfn%^t9&|2+bTXX6E?oqRjC$V2=OO1?DK~t14?vOk|F^1x7H(oB^Sk<1Ne_ zZz{?h#{qM^z8rI`E$cr_vh>D@K7*6=v}fk!nn)jEB7LYRkxl?2y{{aR)|qu3!M}$^ z_!E7-T&pv08{7(8&5fwUD`#dR=7*m4Oub$c>x)dR|0qhVJ|NcpzQjsTW=U+_C2Zno zdS#n<`gk|?Z|7*;wf0=2uawogt78F<6rCYEMMu4|j}@~4;n5oij7}V-+jkxF zbC;FTU5M&vHFkD-!&qphR27{Xa!e+YNci*_Wu6xD5Ee>0WyJcrr!D`fWD9u;Pg6@z zO1eo&7daUQxs0+hJLw_Vu*>LK6I#~5I-oVb257}UZD=no0_{a*pzVG;udyO)7-cNx zYUj1tIYD|mFP_7@o!9N|=?b*-VnEWRaVL9aKa1H&dYeZ}5$M^eC1$nrGIze6e1a#V zXy>Kj>_|~M0^ly0q7+eP3bpfkH@pq=JMIDxJY$5i5uPF_3J!U9>9CcmotFx44JTWT zI+T~#*r-ngRS}F8wCeC#+`MF@i^}*Y`4%N1qPr39-sr;ue0kPp`kUrL=o6wppb?$f z5bRT`&Xh23*o8bW>ah`4$7{_h1~@kifCO9M+Ylmc z0{o;3=ZIIS@eqz~zheD>c%-#$ zDhx)dlaMq*FW_SCeU0#j=^D%}W2D5&R8KI$PT6RP@m@fJtQqUwIa``mGlTA`}bfg@XW@ zCXrK&YxNJF7}STh3QvHQD(;OI{(=tB1^CA+U_%HRYz?+M40hcO3=04=db;k0j|vNb zm;krOcbPw}(pKjs9tLqH%{&Maw>*#H>q^?aIWnLhNEsyi& z-15tdVH37cfsvXeS0RMG(b+z$qZlH=G1wIBEEt@VC7BRDEQ#bxV#yt%DcG49PnBr}+MlsF+jMx@Eb>@0oV zZ?#WIgymj1A-O=0ZONI(O~FoM8lUPz;~3Xt$npvzbH3Bc#?21a6zo#Q*Ci$KwI&T; z#t~JznU_$XOTS0!%vE0fu+QqvBL|y;J(rfAYZo$>e0Cx7;`uoy5E9{>9FK}n1?F&H zShPfNj}-7o$AomDxCe>qrqXSsoJncbO&4-V!uHUtycK;MiV#Gv2Sjl3)i>ZLD!xje zI?9_;K*C%%1p~E8g;(Tg3I^UkM+2(D@fN4W;w@6=hy`HClBo}|U+8vMauWIb<^!#ztB^ID@AbUDw6bsu7&G-iXoe}04jq!k5xJNX`eK5$S z+L-S0Pt&s|w5EB}fY$sv&FcAZ5oo{X4Q;yckt;*zzUGkJ1k?3#$7$|!f{_)ZK=Y`N9 z+#Vu8pWa~TQ#){*EkV*9cmEQV{rsmGSu|Vbfd3Zw<~~yLQ`fUfP)WV z+gG2_DeMd;|LH#DmlsaK0ocyu6d0fAEze|#_O7@JrFY6e3L#(QKhjq*7qNQFI- zE@o1dak373fgqe#I4|6ZkZBS*#W)(C0MQ15#7}^gD(;OM$N|04ln?iixk3mU^f6Bm z`{XiLFr%ld%|={>m;krO8s<;SLVmsonXrTGydwb;i&@DCZ@K5ijYDCL_WWHwC`%B} zck-gj?D;o(fgtug&YN@37YL6KC@U~hVK@30gs?YykI(8%p2WlNT`<^n^E6_8m=HcZ zi4&}$3EZQE$?E+4u<)7feycF58z=n=n!q+1&q=ee?*SlyoA2PCyw{@G)jXW=KZSJNk_z1p6|w1T6=6y|iL0zI{MTB zU00fg4Wb=dq=Z0#c6P6@W8wL&<1#<6-e?X-@QwYN60O3Hvf$~1ipDL-LTIkMq&^u+ z+xHB%3#$Rn&E1}_UDyq=QL+7)+%62Ka%~l9D8+VRp_-r_F1-R8hBTK>Ra=ePNUgdQ zg7E9jrK`_byLEgi(PnAbguWtGXiXq!Gqr7Kv_8^==OLd1!v1qnkSyqTtJ_{r@*wGA zNc&ldQ_>9oS}h~VRPOE;rcn^xfv+L>v=`(6i*F=Yv2Sf?wr4=&>J^p2grKY&MWgN9`0HfWBOqt^2qKo~UMnzbW| zxDDy;IyaF)vH96CNQ^}^L|$|vg4Y}M;h$8NiK&^mu35%*66)4%LAOW&>_LyPvD)}3BRp(YRByOI zW0-=u6S|Z2UA(&A?lHy>Rm_e(eXHmxAZl%M2yK^url1HRDX~*ibyFDhoxS>Ucuz;} zbKlx?`=Qu1YDie)|H4MKd3}BJlJntj6S_HV3L8r-XT%S~!n1T8c^10{93 zJ`H)V)mC+&GBrNEX$draQjaz54tn%dfUSehuTD3cHOQm2AFUX#RFB{&$$z^@pb$3u zB+#4qbl${I_ua(NsW^iDkx4tOz29Xa^b8CqN8q@WN|W`ShT(jM;oPDyV78TpA<8U` zf5%0&8*5=>AXrmxhErp~TBsShV%hSOp~n&m%OT)vbLTCA?No4YgL~}4WuL0XDxU9aR-U`lMJrFGKTMm`B z87aD+>wJQ$r#(-g(Mgj!_f~a41 z>Z!|5I<13Y<_LhE_Uuor*`UR2&`{(_x`!ty9a3JQeSfl>Z19c_VKNY0T)Td(S{n~8 zZPc%?Plc1$*P-eJoRw#f!$I5%t{x1osZUh5Rax#pzn#iO^^xj0M0Hl1(^z~0O&keF zKOD$XxIhaZu!d}yZb5TY{BD{RzQM|B8W&tXQX2?XEIVx=IO+5yr<~luJUbNFJ?$L@ zT+OI$X4E^2GU~yv+G96RQsIBVv47o7j(yJMBV&!Q2CO(Bj=p8fKrUTO%!gvhWId^7 z8iMH}uxJicPCKP<1<0n8PhCFPQUCDLZqFbUi0;2w6YL+DU~er-utR}PZz@NpbVE;K z1w^5O;mM}eAH%V9)8!#t4eJvVaC;ESCSD|_stxFq+5!_SDW38BVQ?N;(Wjeu)c`RB zx=%B#C{?u?G(+egRv($xcTBu?;*G<)8A&z2J-0w;@_vHJ`>~?r#cmWD%URyab$j6j zv$3f;ge?up0RT0Au$PrlaFpr}!OxO7fJaT6p$h%njV@wXVkxPx&bI_|B zv`VDYyzTh*7~svk=*~<{XR;~ld+Q8NGV@ibpUTuYx+pb{ z25KBh)JS){7`MtECY;syZC6$5`o>E738Ebo(bJh&rxYdDQ-N5^eTh{}CqusAU79`~ z`9g%NupD$hDq_Qo1MVRbTW-b^p(@|Y@u+}>k4;}#?$0rSfJJIi(%n_KD)msUIgAR^ z_;@(p2OaBUPOhZ54xKp3kp}K4kU?XDSVTz2A{>>edo9nt`O-ca5Te5X_Os?>_nq~f zI!fr+d$DsfxDy_4S7X~Z%t}m#x%BNE|DYod_7KPzd+N>G`^Js|hxM`WUy1`;gC4ya zS1~(zcSoiYa=Y!!#H}sL>S{0!>o&?RS+5)fBM&m}(oSvGhH(E`)n&3{8zmafaX1TxeWL6G+W-cO{Uo(5l|_{+QxoSGTxnsmX= z9rXG+0f$uT?V#7C=|QjQv)bXWU%?6Z{+ui0!{*_y#lW-WysEM$$R?mu#L8AE zI2nRkO2x`nk^*XVtn5gxSlNo~6NIs{;N!+%2XweCZYG4WCPifq2A79n1#FIZ?bbop z4HfDrS!mtKPaNz$bnEN7h(En|Dv#3M*$4j^_lwNE6YY&7*rbre+3nje&m9*bqo@rb zVZ}#OC_X}(#2{bIJ3eB50Hd*f1Y^CYDAuuRL?YIYzAS7`kAoo*c8}=62(fDr(l%Lb zY3pIeQyR__7|!F0!iiBc8qO?()4KCiJcrWiA)sT;*;k&;a)4qf^gs0iH*5={Dd;sd zxaQL8$n_9avnwD3l(LwyE~{!1)B1EDT1zvX5C&Kp^%NMNXr@b`eyphcnJHAyMRC3v z+95E;g-63fQ!xEJ%Xtsskv23%gH&97_#hP?og^@niK(Ikr#ac*dB z$7^65`$oc<^J%q&sDY3`9UPxkkhUpU=U^B-0fSvCJSxt@f6C}izntQu!j~&1Kq9T7 z3G9j&yTXu!RZx;X&ERmC4`~ww!<~$LYln1%8;Nb&@x5X++N^K%0!7yC!9k9_G6P{q z|AJFOAs!!a%}s%|LEZ&}VQ=pWLju>{Xt-h8j+}<}mJqHF!3l87s3e8;8IdjjkEwA_ zQEFhXflm-MoZ7KWZuuw^ZdVx6cmN@*wMod+s*XambG|U7Z!@vJS(I29N&GcmVx^xa ziJ{@*WI?{*U79}LIJ#I4x*xTVE>x@5&|2K1gkSLd9LpBRC@X93w|2s^BF6**7ODJ8 zn@r&_q&4Dl7!E`7PNTjFLMWQU)yeAkHb@zC$0bRti4IG8Mz;S=#w;by7jw>aEYjhe zTWLC2oRjoT4o`)RiIppsEgJ| zbOypTJCS?+xn)~=B%g-7!)?n|zWq!M0hOY>`oOa(V(%MKKo;&wP<* z+|-F)AgTK+6oP2g>uu8Dc+uVlq(Rpwg3Z-Nt-4_xoI;K8hUr=ZI80>`LQv53IF&r1 zH}v7N@Zg59wIzfbm0~i88VUzD4F)TWx8X}Jh6)QOQH2IfO+yzERA8VgDwr!>g+NwV zjd)9_;>X4Oz};#Bk=N>Hs{Bu8oG4LF$lmctiG^b5NTY>vEV#lVnGxq;?*!m z9+w+s5XqVEVYPs0pT|hBEW|&lx@`Q|N7uJt4vh5N69(rrMlyQSPiDgyDJDRoe4nvo ziir08Nn58^2nm$|< z6Ikf-suLp>X=?huB*e2iQ4Hzj5MC77hbAmTikigVGznhDBzS2_61*sl1ctWqrX2vW zpeN0DFg5Mo#I$>(5A94LjNaVW5#e$PKBlpc;KR*%dyWZ&5WX$Pqr&FSTizEI6v7;d z=^iQIk@r%0r*;n#c|p?l0eXzG8rcK0^MW1(L~zyouj41m3!+aQnKxuLFWcqy{M4?d zzCM97bNB>OCoAC)ppy8~MUmb^wlB>C;ON>ajxWa(YD1FZ`)i0Ng6oy#x0y z6$IUZSD<<8YUZu0e0eLn5=U@Ixu$QnE%v)y0xrpPhQ{e~))st22@@I)Pcft6tyEgb zr6-5&^QG>$aWa7+l13*4VB))Mi{_qY;QfXk=Vc}O~j^2*c>W$v! zLutB5i+zsP%(oD!(=|cVsKn)!*)m*GUx<(pYEv3%s6r-|O+`yxgCbT<#-j%QeJOo(7IWdggglZ?-@4 z8vf|B26MBa)#`CtK(5WkYxQApWQhODF@e}@KgjW@*lf&ZzOdkC^RQY;tgkV5tJP`viL6%iX=bce7dWGO93}Rook)kWuFPS!N}sKS-O3L3N}nR3 z`rcF0pOz=H>k+jdNym8(5G-AOx{X#BtFi4{X2odbT6oNA*$_=W;47^8fX|pWJXvc7$DO?b5cg#J{hBDxZY%zdb`kA#pKcL z2xD*be*~yfHabrbGS$ojmL??MqL6Hy(Jx~MvQ@251%>ITNEIoT7>D22Ux5T5$aJRb zCS050{tS)0j1aV(mux9^<{4C)3I3Lu;1#}15d95~V4I4jL+1UxOO^lrFGKwfAE>2@ zD*(qxskg%TtgEQA^55MI$A^93AiYfhf$?A;ARwH(PF|82URwt-t?XxJ^zV~0AaWG|OoT`~ZgnO)-PUy~Q0xco zRgL|SUOjKM6Y3Q2>bWq;74;`M4%3&;&iO2QSCh~%^VRcC0SHqSa}835V*VG9t0fh4 zSv?OykXkvjBq@x$!`Eyz$f%}$icj@CDG_rQ&%058AvJEhc-~;H;(7L@cI~`7@cmpn zFHb>Od)vJz2AnN2{YvM(5Z>kDYnw}~(s{3dq5h@wHp3_`orfI2rStNj02L=uId2xl zIPoMhgX^?GHpUEsx50CuZ|@G*a-hZ?p@E#owuzEcz#e9unKdBIG8p`OG|T1qNpGfK5m97jq$nx;#@-QnNl022+hX zG}3KaHS2WqY1Qi+@04<1OAl_nF$i5}FUP|1qv6KdBqu?^lSw7@WR?}aNX!{F7enoT zNC|90i%DP&=wmqok<(ZKZ*z5gI#ksDN_Q59Trg`(gUK=$r`hhK%yxJCvR(8M9Kjde zq>Z=ke8|3AiwM_Po(#iL$eOHU9;T$42p5+sGj)^0Q1Qk#)gypj0iB7di-Se)YA`)n zLmNa8LOS2*D3(5?t*krF1(4ebJ;os)1xVbgPGeSRsJq|Q3#iZCDaB(=$nf#Z%$Q55I)I_A#|D87PPk1 zD{?ZL1|N;_sN}_U7w)_$l`K08NR?9!>eTh7Ch%{1Y0X^q z153U|@Ae0IonI}w&I7D@j(Axf`WjPfsMwM@b=i|i|uBe9lX3>yoU=U4F%W+!+sU# zh-Xz$!f>UzYhy__PQOgxpD_dd#D{^Tg;AUsM*g{tI`~ck=6puM8y$Ot}4@aJH20OCC2IPD`#dNDYj?o^;-Vi!nC@%D6OzY;Wl4d zr8@-^>n)1I1w|bnF6raZQYa$V_^@_ADneEbjqne2;<{z2@W%c=$D;xk)-!!!d6-Xs zvr@>qA<#Q7skg$R%H?RfYK0?Xlh9al9HeHeS{rXd*>vc+0EzMt5HVhBg6)8^?9G7f zfdHP^I$r5`rn-d#D(aIX;XqKIZZ&J8T;>W*TslevEGJFaBbAZ*#FQvm6trp+;b5>9 ztOoF3Z5&egw?G%g`j()!3Fbi)1{5V4hYJd%n^Vmpdbnc0c(e`=R!2txd;lFSGFsOI-3Al7;5Pq1!4CVxZnlr=mPtD9b904-_utAw(-;RN9Ih)YOzi5Xh*%# z9|1cb0)t#GSTnTXz?{!wXn{s}bO6FNJAuJR#6n3l4Qy93YH1=>TLan=aPT`|nvwwr z5&4;^?&q0^J&~%-C?PN6?*(Uq#lqde`?zyu-OqIYt@Mzz^F6HiCt8Cvg0yV>V?dhHKR=J6e~4ttTn(TinS?GnS)Z4HP8ba zpa8Bo#~jPeyU7GjRo=j9HxW)Y!Guq`AZVTFN4?g1`&RW@{q%Zz1yr}J2FuUkf^n!z z@_6)>S+7{1tVPlqr3@7oV*)?Vhrm*cyb=d3x)6Ok*TBa_dtd?)EPHkPS#(BX4jKoi* zxV|^E-?3v*QDSOG0ap<*dJWQ|H+q#19Z545TX!!Q{7NFEQ=&`D1+$!6zm>_h2olSN zdX5Q%Ry>~LQK6-?#PNmYDw@ESKsRNU4wQB`RG#Ct0Rs>gWNV{v8?2WA=7rkk+URt3 zoW!?`UZ`yh7Mn)7#Vgk~rbFVr*u`I$_Y)FCf1yc#A0oIn`V9WbdosraHm)WV=1v1pFmjRZyI;sW88hGB<{YEhC4$9UR9WPa$p21>|NW9_dj&& zYfa7suLtv{#@MeIW54jhm?>zG)qYCo$|YzRvp$;}C-_>9351~ea*juZpy3_j3kwPw z4|9OjTIC(hJ)KCNkyivbjn!Ss9+;gx)Bh)#JaZy`qU0I+)RCS-*L_hQ&z>a~bQuZo zWYjc($FbD@$umz^(4D5BqfZ^sbw7CqinMemc?Mn-vz+)O&nz;puJEcp8Qih*lKNyQ z%_gtvzis=?+xy1$YOlEV%ww^z>`<_nJ2sp(5S)oYc*D)wreO@S3x@*rNU->3l|h5w+Z4Yk10q)jO(H}(gXRE>ds*?;hOUHP`-~EWxx;B* z>0CfcGR<8uC~woFw>T$Aue!){*iDZX;69dD5dMcvj(>JfR-o+>gOM)8!FQQ3ogEJ2gaMQPu7r; zhm`$3xS=$4%1e6A&>^^p-soWbllPL0tDjAkA{E8!-UlHSt0XMHu!qXbeEp zq~`PlTA5p8)m8=P2UG2a>W12Qt+fqcG1`i4oSqz^S&{1SB*aLVb6^%y)dof7E1B;Z ztN>GubD+rPS~ZBKwoP&F5k#w3R_Qhg7ZaDQ1}2kSSZ`d6E4>m;^Q}<5UB!kBR#sD& z2DMmZ(q^!!wi)tQ`rs33)0~N-R>LvsjC*G63Nf}ovCLEf^iq=twBWChu9jWY+cBx9 zbg$?b79LOa6&}$d9Ko4iiK6qYtelr1SJF$_*XWfl<&`cey3+kY#_E+OxO`$+FWBXh zU2pO_0KPX2S2t2b*mjzo0P}>)Fgb^b^(-G^NyD$;Obj+Y3&tnq*PdlNXhsw#h6AZ#5F6ls=bc@Z$3*xitTfGt6g%@Bx4f`mbAD&3Xtda15z ztEv+kcmFz$PN9xAI?m!cBd+7}9~VY(opB$RasRpFzKo;(bOzMX-}l^e*H`bodiTAm zN`m3@;nS6>ckey#oO92;_blHl_N-F9>8g}nOmo*_k3QzJ-$#<>U&zvUeqL!j5Yl*_ zkcNA-i+YV^A;@!Ba84n}{-pUGI^*(*ra(mNl7huk|wvObSxQ#VN;m?s0=;J0cerilHpxsMCh6fk4joD6p#AS@(9t& zSxWa%(mcEY{Yjd4JKh_U=D!CaKrim5KUp0Dk|0tUms1kH&IkS^$Vfq>C3jXi992GY$DAgvWe_jOm8V|v^rxd zNA{qS=4l4_B+cV_lVLn}$mZ5^iQKB!PG;Y4b!Nl?8`Mzvi}%g_k6~SYuQdYgjYD37TbsZN`uYnY8I1-f+#`hThbt~G~_Cf7DCbPZo7j57z)@OJNioZ3>q&22cWVBhC zuT)D2xz*`Qpf1^3<&?8TJ?qiTeCl2|rl24C6GbjTWRNw$Y}+B6^SJX|x8P_R;)6(h zF3*giN~N{fs0G+J#RkdpRH}T5wfYM_TCI+5pQ1*mY@#^DXYn!CnHl5vcEc9!J7W|s z%16Hnp+VKD@B-}KD&KX3^Roh+CY1aiF{d5xwNs2DccadC+KP$2%Wu6%kX~yV7v`B{ z9xG^bM&DncB5TRqLb4#f77d~OY;|a6a}^$WzXNC~T1kJh`dh>)RL)o`P&o{Z)Ar1k zmylI1d2>ULN-v=tfE4xntSL5}Mf=e)W;r_7GnwS1sh7HEU*p5Ch><%CZ*+!WSy*K1 zo##b@oO(2F#;NzP{M6*gJ&^V)FvOs(klf)ROn6I?g z+{7h5j=8#F_vO9UOS^NnQ)XY&Q>q$^A?)@Dc@36p-- z8Y2j6c@ZWj1yPf6Qrx=diAgX(wA!<=`P4m02#^$t2-j2O}5%gaZzcw}PEWpG0A!_|#E4 zC_*x_urYT;>B`x1Yf4?ZIAtd_XTxP8E!QEYM|Q_$!t)b}Lq^ICePT{mL}N~ggLnp^ zPDt!X?L1PR&=yYY!p??3lTVZBVX8BA+x9aC0r=EKPJ1A3b*1KjN8IXiG)mh`*%5|E ziDwJPt+wZ(^9e=h?0MYk);zDUi`kbcZuJ+b10=_-cnr_D)l1R`%MrI?GLn~sPOa+x zEXA$NBo8kpq6ZVVT9esyE++=E4CNhxthIQP-UYJmLT@UN#XJ&$tT8F$u7Rux22FuS zP{6ugTq{+VT9xU|i`D9-c4bg~dsv=s>2Q{BGi~_8PZDJ#s3uLb{q{D1-i}JS_6jpE znEMgUTx%bF=e6Z0E>;?-y=oGwY^eo&+lETdi@ju6?h}IPQjHMYsoshZZ|Cc^DV5hT z)x=#*^;uLxHT9+h`w-q>sC$Dt?kFAtmhA%I%*d~)dQyXNVHfJ8FC=&@i#I6VYTAAt7YbdgZXF-j=D~c%xAVvKHYsy{}#e9?xzamqQeA*WZ zmKBFgP1k! z5gMNL%F?b9a7D!6NH?wUpC*1uC%&PXLaX0qo_aP*Zo1k*S$OGb*;_ngEPJiLV#HwHScgQzr+9d zyn{X2sP^^O;sr7(IKQipf|EjgE5iVCvVA?nqcW1mYUWD|O*W56p7L&ZMe>wC5i5uG z#JY5LhbUctkc#A;O`k+0Pkc&^9Iddxcx*ThCTqLC%Zij9G~>hz;-(tm<^wF zd!$ul&d1}E(okvGX)0bp_@s~11GIMxBG5=6vm%;!r!IIJj+eYz3zB};CRJ<}ckB0v z3m1;g{oC9}oLQlG@NS0(;V$Y%&}Zrr@9%1kqAU8fOV6{r(31vEYGh*3W2y#Y;76?} zX3Vd-z)Al$^#u~@249LsS;0wPpE^KtP>{#)3<|z0eXtxsK_(;Fd@BW`63G_}wnXM` z0yt@$@cR!=`W#T080|A8bwv9fi*^O0eF~hENKm0Zo`xbCwFO`E^53Oq?O~59;kw4j zU~*w;Qmi(UH^&HtS;D@Xn`~jM<7F%bGixnzlIi|GI3zhVe zY&~VgBOM{aN5T{6k54(w0JjiA5V2fs8(vU^*hYGd0Ad1oREPJP69L*qK|O~`sAH7D zYXjtJV#`4{h(xtn*t>|*Ta|DvOM28-(&1`q!SUo+DV&@M8?wt&hR*Yu&U5q9N%d2P z&aTnNZBN(LyD2Dw0sc!x5~K%ufhI`(2!BKbQcJj(#`#{Ksa>V&A^>{Ky~?7WK;&#xOS7}cBf+Uq72V3a)j+*|!L!!nDZag$)nt>8nkavm z)aVC5Q?5Y!*l1>q;y6k9+nxZuNzs^8ZRv%k#A-=V4N1`sbln5ZAUj<|D>C1>FkMhF zrdTnYD0>H@rQF7Ke6OvUIIup^ixe5%pz+}ZB2|sm&pshtK8uD$rBW=(x4#s*{Pf@4 zDqPWW8veIVHfk#*Cl>{PpT@-Rhr9&v0HXriVBNdt0Q3#3Sw;2ZP~2=b=acYdES8tX ziY0?IDC+rQAr1Gy5D{P~AunIZf^#4*A7@|4<-7JI+ZEn68D!GF4l~^DSND3xhi_w1 zy(O=x?hjGDv6!f8#VxhBowg1;^8+1T?Yjp&suB3dS>PYdD{u;Ve%M#w$=;|~h*N2l z$qcYjPHs=RJTi*IYhe1LGGr|Rv1$G!Fx>c%F;a3vIxK?k>m#P&wnz#_vE`%NnHeR~*mg-Q)Go{^u zNMf$nrg0f_eX-R9`i$5LV-KtklZ1}bgh`|%>4n7>Uynh%>xp11_DA@?QbpGDZrs~h z-yKwDF$~?e0r;CLw)~5=86e@5ag4=-Lr%YahQb_*->3^_s%dyI|I18|gAW!vii7A+ zRu4mDqkaOk>W?hRRDjd7Aldyg6*Yg&N^_{O$hUjL9Y>dg(*ZW9)uGW-)$*=#m9+3I zl{3F>KkrIA>1G#Hjb!JY(eh!|@(1~7xrp^k!%4CJ2cU79Ki0C$JR5whAR9$Up;)R)U zOgEuh*LuW@g@gmS&Fq{~Q zDAISa=!Y*SMoSb-=7@+IJc^iuO$R(E-^XJr4*^~o#NTWW%1M_svHwDKT1*f@Es^c? zhs;{=CK`1le1jZZna|XdH?0MGVtNZU-C@|&73}f^@R4syioqTv@3p;8raRyK@CT`f zf*6FX^Jgi9Do${bF3*& z`PIf4a~Cz(loUM&!o=cRDgy;CYrLCF7<#lMB@f^wm@zG2gfHgC{l{|xfI{Pf)B{02Lca{(> zcgD<;TXliQj%pnh98V4`s74XqR`CoRRqMOps-t`o6${7SgTwFmad04YJ6P~DK7xDD<~6ws3hq^ z+Db!O44-`Xmv~NAc1+Pn5lyhR^p8X>fhhM!nn$BlYwo~luv}|3>I+L=bsbiPNOC_} zt2&m6(vk2*l3=x$bX6*{S);cd;6f^d5XaGNCqai(n5r_#OMoX_Y#7(4K*=5lS{ub!T4<&$cP{fq$8`}xji$e*TjhWQR+s8 zqqd#iV?GJx+OwPzBqZ`m{F;?px~mDZy$N5#^Ws&$^CEmDwcr|v|^(F298S0>;V91y$S4((>%0zi$jNcF^45Cj> zROA|gDpX(%slmiBM2D^hSuI{&tM(Q5Np@{<@JWwQxY22j2!?NcO`ov*;RE}}&b%|yR%PzS;ZD|>=yubK8JKPM?TeL|akI_1#iRqme4&>`;mrL>!3p;Ro^VbG zeg*Aim2;8*;SPF_*Pt@!P9xy}PLn-$hTHjjBPlai5tjOlrZ-%9m^eEhPJgo2D+o`4 zv`PQ~`9|6O+7i0Kr@!eRay;yV_40hb%_Q1w7)9L9f z-KXZ2?#Ynut;M9fwdlz+7P%lY!TLDJaJxU98zKEQ3+W|!g>))}^rB)yy53HL>mBw2 zm-AY|tbU;*$TLa5x;L_VE6eJi^2%xzWc3DLStaK{#n$4>a{_Hs`J9m4o5t0nR?9u|U2%9y-v`S?xNm28RMNsu7hhUF$p<+*AAQ>-9Q}i@#iy%Hbc;Ai}NU6wQ?Pk2{E=T!1f?%@0+v=ZsHzoYVSLpZjsL#IyjneYZ z?7YfHif66*{6ko-9n{)igIf7dm)fa3)ZXY#ZSrJQZ$??5Mn%F4iLO0RrEhDEoAgIp z%a37&cIfO#4P6bo3#NvKA|p^#=|7toEvxjIBO(iI4KXK6mHq}@rLW_yD%DPAuCSuh zmaZcsOeL4J3-+QFE_^Z3Jre$vBwrcj)a62C*$o87!xp_vV0^w|bk{onY#)2|3l&Cl^SbwSAH~{itgJEL#%2I!^tmq`DV6<78 zuT)F8g;-!nBkO<-tXG-;>seRs@X-~u?|ua};xhl&;A3nsEGFC?Df54?6pt&%f-)>9 zzsxWVaU56cm2@tsf9m-umaq30U^o>~zlRy_ggc$eemT1HolC;Mdyyc6pENFlpCtNN zd7E=q`;L7{hA30qXXw>p48Kj%7zw}WBS~?VkW-iH{l6wenYuVAUk@u?@+O1UZt3fh z1CXk|n{~zZue2}AQtzM3-gT|@|Gf{hVocpV{5nNu-p~-lmNkYS%9%&wW}JEJqBD>8 zq$x`WZ)%6zIa(TRJegi=BpmU1J6jv6?EQE&PTQfAipi5L3&KYmX#m#7^j7jz`wk)L zOf!Smzw}<+nL)I?l2yr>8QE+6arjNH@yCyYtMR{@1;5Eh@R6BC)zMc7*~d8VVm1*@ z&RjdS#@~}qDj9qrHU4Gh+;lKvv{jOoM4B6@X7#@eL432wvg zHU4h_Be=%@t@KIM_=`^+RrJD9=TqbVV_l7HDv@K!OTM`BE=}G0GABgkG+Ewo{Cy;fG9&OVm3%|>YC-m+&i~i?CE`4(>2>~w0pb6p zZX$L5D=qa=TTJIWy?GRe;saN@Qg-E)?)Q$R#JHl5Pf}h!!CP+L!}XI)vGGese;ICD z-?(pbeCnGdRQ*2)jnekMO7p1d|7h{7MRu<)-8?G~3_h-o|AE&?lhh|s-{v`U}4M`pT_fKQ87xcd? zXa*udIp5ia2HBc`D$RnOh(P3?>vQR*bkx@ynQz^EYD9xvY=$#4UG*6m zHN4k)q42ph0E07}mb{efE+Vt(FC*kdOr{q)!*fUy`Oq0|M^k@vhFj5!(HTey7@Z*# z56BDfD+&^wJg9Y7=p^Yv+SY*7n6Me{z;iOR@g({f#b(%W@%APnMboW-;hV%sy#oqB zBrwXAf4s~%(Dg>s#EXjcqOEfHR-$nv{3l7O+Wot#WZO9To&)8593!_~O2ME4yacMj zT%|h0VkkFYdhy0Bc%mb4IJ)(+H7G}+f_17$S9)*-&IL`>$j_D=<6Bzw^6d7~A|ZPy^$^qo z2?D$G#rh&@^-HbN#89_7Xt`ML=V!0@X(reEd2-$5JGsL5QVWK5h|~S{v$g-1M%$vj zgBZj0e`l_LGB4N3J8QV!&HuRV6)RLwS|1*e4SnUskGq&n%aAC7*8h~Zp#q9y`%(}t z;Hv70E3YX{?}Rjl)X5s{sd~}6=~Q%rpN*U>VNVW;pL^Y3%V}Cp$l;cE(m6 z*CzmDQo_wsxHYI;nVrMUQ_xt_&rO>*3og)|xTVJQoB;qhN0sF3o3UcE)o&dKP6}OP zHG|uT_{J<M_s-l%duf zaEn_gnWG}RX0R3j#cO5r(k|R`CN6|h{Y#i31+6n*g7Ja7N%Esqovk;J$uU0#%Hrg( zd#(ZH50*OYE=N%Ea1j?!dH?MbE=`xG022Xalk?jHKBu%;ZCL~%M`fMthcZwC!q}3$O*2s~07!ejV*&a|L3|Y9u%0f&_DFENhA>74J3bX2Vzx8+qok zzR_e4?^R#6DgeoWq^d)o$PC&M`Z+74nRWsB@4-pz-~JX zi+Rc_oU#Jm9GE zVzDf^q83<9v#+G%W)&*1iWXi$M|-e(7G62Cu9^nHL@pub3vKo$itNI_i>Q^R~YYPX;kt`gCJ+hLK>;QM1^>=odxG0p7g6UHzKCK z4l{_`-Tyxp)id&nimHB}QcP5vi)I}*MvFRP9RtKM9URkOu6oSC+p5stP8J1)>f2KAms zx}PAij)Wh}D_sKT`PX97-CT5w?{4s;LhMWTuuVOt+KA+C7Rk5siiF^MzFtfuuZGvI z&=D#30V(tGC@SWCh2&BAYj*d8y#R=k{#<;D_vo7Zgm$wZBy@2oQ&!$R5v`s(ynPrv z@pGkSrMdj#WtB?OK3I64S;)ifgW!rb#ES#mK}W)HW%hg?Ku`1Ni`yZAwL{qzP0viP zRx$6I>HxD(N(9mL>q0Yl+c2W<+N+-1eNfPOP~3G;&~cFHHZZQ%Z4cVdDFi1vIVI=b ze*TEyO$>juT?j|nx;(_kB-!&lzJ*_y;6NJ-xn9sAh{lic3& z+>@KBOIB6Hb5Btv_S~lrAj>R%E}Z=7E(jS#__}yBy;nDiK(u@{!vK;Nl~kaTta2lz zTv2IGm1?Ex5;BWmd#lwcxgV-GM%M(R$(e*I9;$&;F6jE~MDkdX+JcVPOTkeYwUWbA zMi^D)1qMjv#58*Nbei^vo>XFyUrL=(=}G5{x^4TZ1IYhR;gY-p&?LMcDET&b>Qk0S z=T_k=#nbTr8TfxS{$GRt-!b=2O5~&DWAh&2bLf>$!9|#TPd;uxB%1;(CnhKxvO5x# z7w{Sd6O==dlqvv1UXI>~SI>t#oEaqYK^s#1U{-pL^4S|}NamqimQYow=V{PfTtI$E z3z-9QBIBDzqdtoVO`2z}wpzu*HxZ2h50s=TyOU}SY2DZh6k7234$Wh;pK9O67hxl7 za#669@*fOabrvVC*5JIz@|0n$wwj}Bh6LaT=lLK4g?tSpXSOKg12|T#Cpq*W*9(jL6jt6%eaG%TaWE!f;MWh(o>l`Z3H_ScCYk2?Eb3K^Kkkk zDm}%gj#^5wmGG(bR23s2kLyU1$V;yD9M;qwr>PU4I;iVOrRSN}0!W+xLbo}~eI5FV z?8yYFmKS3#Wlttr=UL#m?QF?b;(30gRb-0Amw3`pX(tY~H6mxy zm>!_Nmrxp}_vbd}tMz;MS9uy9gjZ2Fv^|_N+i`JivrRv5!J}Vmiz>F=H+G>X?KbCF zdd$|> zh`3Nts!!y4VSP@y(yv2tD@an8TEW6E5bY!3f5=x*>hJ1UWM?T3ngbR~ERVmGi6x>| zPn-aobzCSZZ;3_q09ENR?@bAzbEUIlUkkN9!8+^gNF@X!-`}~*c_^mdP~BBRhtkOX zw0yg-s7O$?65`TkE%E=;o7W>v81M^XNO50m@+%q*{4Q(YcYHN4{5G}VV{V*wY`X&C zo2|rleUq}dNE!Eu?yEN`M-<4u_*dP<9JzR@$2Tc&y6>`7sq6rls)n-f68|O7g8#}p z3&>p&Hw*T@+m!#vZ~DJ^-;@eK%$vrzwcKi?ZGo=xRL5eJH&Bu05Eba*JM9#73vqRA zro1Um)~eYRbsBVzFJq5PPpVHNr=%DsF!u$Ee~Zga2^?aIRYMQvj_&T5KjdfxSL`zn8G)$v8|ZwsdHX5!%It*QW^o!xp^_dvPzx(m8QTGbflSS4&G~ zo40O_$y?^0N5Wls*>x<~)hNcUKGr-M4esM0{V%M10ZC^hye+Sgs5I=k#e~$?ibo@+ zz78{p!pb{XRR5S)R8*Sws$!z*b%~-dJVr!)>As(ZmG5Vf+?7`(Cqg85786PF;zw5q z;pgdPctI%Mw^=+zwHeI=IuiaYuXL#f z=tsq*+v^g=h!FeIeLo8;4>?+hWCi`n>ddjv2Xra>{m?iqv`!)Il-=sSQl)6+^X@Ao z|A`k?o)ppQ@IYjpW-q5aBhozmJSNL2Y0SZuQ%2t~H4WFEx2rI3k1sZFxAvo!GIH>2 z_i+#$oBHwwX1%+T6lf%Tw2vOyLLxW$rM^N+R)N?WIO*phuLJvelG~FVmvv|4&FYdX zq-x+Sm;Y%Q)^3^f9b|Y^(!zm+bh2d)oJGq@F@PIbm_(4Da4#o^wotxIt2{kdLm5mJ z4vZGCKAV8ZMZ!{`K}v92>n@aC*tge>1$g3?>QKisrQKY&QLjyx$AbD|t67;LfX%YV zsL{n4l%mlr?J5reDS2VB#Ys7>%6xeupo|XuPdKi@?h2q&cLxm4ioA|S1yll9mat$e zD8``&Mg6Mjc&3g}8&Fn3K7qwz92%UER;hfXgm)A$pJHEFCFTol0Ywn&6RAp(UeWsz-L~D=+t6h~sLM=IS7GWH z4wbB6b8pHR-0#i(RPOh~ZT)YTJ>Su<7*`3BP{Z(zE_21MVfbpsXQ_t4@H_kp(KVRL zH$H%*|C+3o1+tHFzgj=5gU~*-Bq&aeStL@JSH1r`k z>5z{C_@V`%xi=c6C6OU#?@MuOMzEvOz#Rm*$+|)d{#a11UgMay0{?AH!#bc#EX@d0;?l~ z^PNk=W4uU^X&5vv(lAK)u@W~YhW2as4Jj&4?JMMJA%@#Y79-)!K5`U$VmWmWM&p}= zAT#ZWS>@7qw$e{v*@nps1IYdGc^Mv+`*XH9zO+184B%RzCo5=zA--Yd$+jtHBMu)0 z-J3-F=Hv_5=~ub{1dfHuuFA|}sVW-lMDHEJ>S`UnkSS5A(_Fn_E3ho$OtyhWkQT&z zVMPBTya}ZDLi&?+VU8H?m1y5)hAed~m0b<@&Nyzt?~;#G{#-gHW_&f1V}CQedjs?C zbp?6%4@tbUOyKqX-S1(44|D8JACB3EhE(mHf?b&m4Rh9Ka?=2>$}oU5 zG%wHas5CS@Lwso=L*wBHP`g&;2uL4JqI0Md0#;*vl5!h%N9Xu8=;V9Ye?y-HI*0hw zfqx;6`ab9!syG|uX$*l_@{-Xx4t$`Z?jZUks1u($sOvd82kvm{2|5S*iTF%>&^b=F zj;-iPqjL=E7WR|Cc6)ir2GMbPq*Y|j$3t|`P-y`XN}j^p(J1A*ueG8C?wJJorz zJsj^gQ!7x?&w3FOXMl(6_lR@Mq+i5tco3dX-K0Qt2>RKBWCX>1USJs;rAbyWFshaQ70(C`Z2_*92?Q$zdHu)3i|I9FbR>MoOe78g%|2r ze9g;$7w27Hfl1ydsZhI$9s`rSle%ZKk^z>(wKVUJkmjnHA27*3qp!5=DOW`tV3H4^ zsXs8u9cabCBqaX56_|uqEuoI22x)68X)pnkd;!l%V3OC-N8x_9PBT{+R0-TTJyU6+ z>=|Km2fG51_12uk#^{DiveBzQltd&WooMw6zd@9bgkO^{pp@U$Fx%+Kw;$kELI@>} z!`p^nybMz)zaWv(oY^4m8xIUrNCWpcD+hIRVhDXzIp<<&Q+C2*#ni^n+o4D8%SF+*)b2Q(vSOY)}Zf$LpTZ;{Z!|6*$9hgc*A1GTl zME9uT!}^IJ>n-K`xdH}@+hL~(C)Vit&sf)g;;ZZ7kEsO%pcp+2Pd_~xF|j89$=8;f zxWyKkF1WCk5g-jcZqKv ze~j1+4AUQ9H@UQtR1xz)w2zH;#h4H$y0GmcSdbLkK{;bG%LSo>g;Jx0#GG=Y2?Uw_ z00;X44$9-_3y6n;7iR%Mh;u|}tEMkD>vFM@xGM>ZTjo2Bps~G}`$(Il-Ki!M#m*v? z%)Qs$;2EeOnVMy0dn9~p69uRKTAun&oW0}jT}ea7_j`Yt9{57=SOKVk3i!q(HQi0g*@nERkta4?c*T*FCCv@X>89c zjr&6yPY}{bJp!u&vm04(4je*XYr2h?`Z~-YO2?nfqPjJ&sOU25UByJzm)dS4qP}$B z&(iT_7Rih9iiEDVdVVpHT%=1`a6X`WC#=IG0PJoZZ?@nPDK%!Oszj8N=(X?iQngv; z_0OEd!`IQvu;aCO-^T2VZgFu;URKeK(yuMXs)3bM3-%ec9_+Y#59XCF z!NlBEOuBuk?KVQ}OZWXO9se4O6jaFZg^i{mJSAv`@3-|2qMVy9F8~KnI_nl2stKhFt0c9o6{YoZOyb8ZtGJTmxOg zx~hiU@@1~hpl~ux^7IUkN?O=MnohRN4Yz1HN(|t7O!rI;IilstNd`wOd{DirA$L38 z8*9jKz&7W(4XB2kbi<>D9FOaQ??^s$#|u19 zCE3DhF1F96hWue}KD6#~loCtEL{`a|ow(xUN#`gme?_XMq!*U|t!_JzVpx~Mk;3wm z()h#S6)PKe1wGA1$JClzU*g78@r0gOBD(QT{l0O@%n7--Z|^dj?1a>R63<5HTpvfL z{F3Qh9|;J3IuD(nC_?AaRt}fYNXc=-+?Cc7{6fQR=R23xKgjb6cQgAkr8)mPb%5kF zXCA{d&H2D%({|=zjx=W`BiVd*YE}1V3A?~d>F~|Op}}JpIJ4YMY^8&N%zZX=cH}<4 z1aue7eGWGw?TWDr)G#JP=2qGWT}9q!jGyhGDSngV+;th8mgVeILUBZ?QhZTTq^9vrI~( zvt5JHW@WxoEs4_`F=GuNz)X^|gYIBOU_|;}v{0S8*Nq8j0sRTghv*>4gRSfkU36s3 z(w%*%11`^u$!y60TP8aZRwUxm`{n^|xSExElaErXL)#_P=#)(qroRFoW77({YF_(J z;&DV&Q9k+sW(*3pftO!5pQP*dX1V~U=~ntF=CqSX;$SlfpBt8a8^b{xF|osXq8AA= ze}u+`btaj|3fl6l?<)WZl2iK%xmt+fvq%;r;WK^YD9)d9#u8q`(}W;1oj+OSlD9Ur zV~{>MIRGi@<5^RtEl7a&qsdHlnd_NMa?;dG-Lb#YhhGsRM`_}J$8S_*>iv@!33BSu zxEZJ3!=jcmJ2!y>kh8T>%nuT!BjNjf-qKdg!_oM?Xxz<5E*&E*5Ff=PF+N@l;5duh zuhgqF>W~tb_&Db3hTWIyclgCjQ1Pm%t+CPr@_AmliTK9>E&r*-=Hw>BC8! zALUKcJ~ostx(&PI{Jap1V4R=7qE7-zM||o)(h=bpADkbBbpY}h0U?RJWSpOuYwBL1 zsS}?%sOt&N&x934f-xVRu9lijs$`ADbXl|9J}veKx0^^*%LnD>B!`}XgZ#W3Jh#`D zY#=`$h_s4K_;`>X8Y-&1w&ztj<_YBIpY;Ik@|o8)Q51LPLJ2ti)0NVhKtZiH&lDF0 zoGD~;rY@puPKEepVqs}=ras-o^YGpQx;2vo`+@QEMg1CaVX<_KAH#z13)D>nuVO?`ocDC2L?C@aFxp@=uxv%%Ht%2#05k#&^-b=Cl$IUBce`wFQZCtQo_GrQUAHG zsKaMd3r4hwl|vU`8foUbJZ0#73Ddcpmrjbb7&>FTFcBo0LszIczp8VGyL+ZG-Lky5 z3W=tvGMTB|-@%k1T#a7fN>D%ICa*}PqM%?ruyL+IW@pVK!w2zm!Pd)g_G-4ur5SA0 zMGpizz(CUYEq;idjZ$-Geb>}Z^k1pjT)+#~_G8iP$D$!k?*$$O>3Sz7h0^rW?9_ZE zP6z4AIZV(U61I!n3(EP4-lj{{>BVZPRhIfrOGC9ZI}1cDD@#P)je%?D^dvZIO`dF# zH?p;Qy^pn0USw%l>FVHrMEhJ`$=lIRILqXLSAHR4Yzp*=*j@!o7|23-tyfs{G0{1AAiR^79_8=mZ*+8UQC=L=}*>Rxjk{H z{`PP*PV+TU(wr>yjT2R00CFshiz3^K&P|0fOueSs*s|3uk~8v(gaW>+iixB+Mvhow zv=G8a(9855e@AqS@OEBS5meE`i?M33I5?W4?ZJ+_NAPzZM`9fbx8{{D-7kMlG3oXN zAjb%?FWvVOf2YPGspb_4K_bl+6Un{+X5(7FeFA@nNd6Ot-Fa3-t36?NZi_Te-@8iK z9U60RushK=Ob&Xh@RvLv5pLGgi_P0UBH|c>+Q&iq54-brQlOFWtv-5W@5N6<<2Mx( zQmweN#M@P3<%G@;ba=IuAMmJVr~e5S_{Z`JoN$)@)mPxjb3PVlNg4n;lCy&(xjmip zWNIk8q0%3fIp}f#a+d!~hBLoRQ+-#4M{dahQ1PXz9gR;f}&%8GD|Xzu>345LSvuqdVGmc(pRB%#NC@T(Xx07DKGqj$49~W+28zK`*}BC+F3?yr&L{P;?}3eA})18wrv%bVSANAJuN4$18JXSUr2NuYx%K0 zT5hlU0aW~fLdDZJoYETdZ1Ay$G>6CKe zRRI{)8!~O#$>=ozOJf)PZw4-xJGV@(O8F&aT6@<&c8>6eR35l_fzzNyPB zQK|Hl=zD{BHbSRAa?(;BIv2g^OrDhLohTvMXhgV;=o$Q`f zj)ZTNgDcCKYSU>M*aMSWaOri1OI;Cn@aTTTomem&Bq*>&bfHzcT+#Jm)|C(X=!)7H z-${*5*+lRIcj05~#<**4<)0do%~uO>n$lLk$eebvG91(z85?uH)3!lmWBkyI1euLN z<02b_WF9MMa{_AbE6^~KQ~L_JT8QCqNfx+((?^bCpD$-DA=&&!2r_j|P#zdox#W!j zEx6JHBL^Tw{SVd@+w0NZ*efKPSW`zRQmIfj!zY4ozQ=$0N@V38i1twaB6II_FB0V3 zqj59Ny_{e)aw_C(Z8Y;dq7-OvE{0IZqmt>o$RGudYe zFM;X3y0e66`Ineka_hBxpY!Ap-)H*dz`~0WDa$G!2R@oQa`lmEUDf%`08ked0F=r+ zIHZhO7JS)9@R5DQkzhwj$UX+fJZ2x^B4t$Kc$Je+DpkC)BUo)$Q>@;wwXuj3KE*fP zUDh!%qf4h&JN7p-WuC^IdrCphEhTZzT9~ivA3snnc|-BuyJKX$kh%4IA8y$OhLr3t z1*F^ka1>up@O$s~)kh-BqC-{#i&?s$>t8|V0$7?e_OMclnHuN7T;uKJr z=z}#Rb@*U^gjrP32djW0hy>+;Wpxy;#h=J|ic?!U7Wz5;1d5mjakdfbF;GN}y65?| zs%xk!GUpZ|q(v-1xB@`5?E@E71?L_BD_+m+}+CC;LgM8P)EuTUHaqQgoV5n~j zM-@UuDQKb=bDHAwGeIe6l^U~%$1BW;V6mynnO37-bAF*(o`+1h;t3E~l*_h>%jSdD z(n2{{XHsz{f~`?8BKkj5-chNcB)QZSjV*}UR2&P8!*qg-g;KLMgbR*aOf=EJWaGE# z#YO`J;svUUNE5QV2XKM&D0QQvP}|n_m|H@@_6B|lLJ~P9e$C1=-Ibl4@ee#jUhO+Y z!dFoX2G@wy-%B8oYapUPNVaFq;>6Ha45z-N13;s) z9W}~C1e{shVX!bKl%J)Ate0A_qfwv7SZYE^^&J~Rcc6xPn3g>lGG@xv5?-M)QJxs% zH^dQx=u?xn4ENYl0C1NfHJBKN=+O23tHrBp1;64x$xf}317Ik|k}TC*m?-e$)5meN(D~G;bQ? z_>6$l+;or%iR#|64Vd6CV{BuXMA?HhLu({SuqRWJoEY>Py>{w1f$@Qn zk$o9Z1iL$jb2ru(gl(AV(2)g+4a3!hOOlBkbhGjR_8E@>5CWE=2#9~+>;A#%B=+bBPS z_Oa3S7^~ofL$)0SqYyO*sivT~8R#?trcbGbahjZDW}rHHE|Q_~p89&)(=5z6Zw5FG2O$jE|ef#;GSADCP^jpbJ0rPYcfEAM#9gQU_Mh zE?jv=`5*3}_j(N~lLcrb_z=j7#F~yi!KNH>l5hYF(Vwg-7Q)#f%^lUxABx7HxhrhS zW8~D%xnt=tR4fBi`q!WShue?MN4MU(4|P(m6((H80ys6V03HMZj0gdwI&BpE#_=pG z2Px(0>izPV`y$3(nfj<8_Y#7J+s`b{8Lb7L3!&zXQI&_Ys+^ZsRfeG|XBShIN9A0S zErT8vcF(#TZeN;(Iw6qgw%(@CF#NI1@WX*>9|r*hL0{g$2hTR5c(o8~JdY{-{iywwz<%6DQpC!-~wZ{7!~PB`xf7^QGleeA>2)9kxv( zjx>0P2fCuJFBlJQ$9)C_7>X_MI9RZg%`fr=`CrD29elEIK^#PXvbrE5PS-Ig?jOY* ziOE4XhGg4%$aavx9WL`>>6%!chNkQD3yU(vfDq4-M}W8{{wI`aglKCs_1zLW8ex$} z1@Iz(ldjE_8kI8cxWI!$ZpVF=s+8P*?$v{0Ko7&L=@0VJblcgs8fyLkG)~Lbvg|X@ z2p^kB^N4IBr!J+plr~z0JXPw@fPfyby_+w$=IS%JX|Oxc!`90zXaWc5p@aMspofPz z>D0Q%Q9el_kwK&usqE?;U=JHp6(b$&;WFKJAobu5M@0^?$=bcY%Mf8cY`}*@_;)rd zCUw{Odbq9rsTT_2(7#!~rU&f9l|vZJ=rhFB9xYMk_`($dC)as}CAsJRT*UurkzJUWr^ zP--+vOSpap37}16*$E7%M!8AZmNz=x-=eeK%+oiCE>Oi;3f5hUoF(cC7*O1vQrny^ zZX!UO^@yuSOGKSeKkyXOgib%l^P_7w2U*SR2H zhwA+wfc8-RA~WwaFB0U;qj59Nymj8JPQ7)twnc%bhVZBRg~i&b`Ud5%_U%&=EUW@H0Mwk8C2S z=>BFQ`xv)f%qGIgm29U%M|ko{RT&HfI^wC!xhEIo+$~9*vzB8G9npJ!*w7LAd+!b% z@dD=7Z9d$x4GbyS^8~9hEqBaSpGi#vEM^!$8kk0gM`cih=Y}sWWMDiTc^lI zj(-ugYf1W9Z%xFJ>lYAS^2RS6D&c3kZTm_6!q3gXH;Ex({K=JetpDxMcc}QNvWc*gop940iQSiwf;1Q_wM#{x7>%g^Z)l1Mv_Z_yUze6Isp1>k8(qBQAPL0F= za7S859VtOsc^Dstbbpot262}&PW5Q$o zV`&)S2uMdIx#Y4Y;`&s+50`VGS8_Oun+WG`U!*!izAgZ(IzRxI#IcQ{i?U(8q2mKR z=}RkF_!?5Mk?>XNdUgijomS)jH8(92A1F$&hgU!$fR{_Eab1>4XMRgAW|sno-9x+Q zD!4klVm4b-wZ&>xZO7`3(KTbi_9ZTTCvU!7nNZnYY6U=nn5oYXEsP6L2Ea&g*}mGh zIda#6-RI~wO7wPCqPO}gQTP^W!H@_>mN5r?H(IcbO8YNv%r+;7B-`PtpG2U=5n)i@ z9+szD1dKqUpH@N^(v@~^(w1bstJWW%v zhShM*5Se*5xYHDkqb@pD934%fh|?1nE4VRU7z8pNAX-4iz+#9V=vE120U4kKwlug4 z0}-x?*@=clJW; z8AZ-J12?#1?JZ@5#rj513vu4~MgcAnR>D`AOOB)Yyqub@HX6CxyRY_BuUC@}YM=1)jkq}_bK!9`ZdBo5H%y=?|t4x_>!a^lmGT!@hX{oNi59d%@%EHrGr=w zKq~Mh=9LpVST!*uzw4mWQ_x=K$L5!*zSok=wqB#u+CatBB8}qfHM_y7X2uF7Wy6>k4nB z(tCB+6{6*RG3&}lukD6e&nt#G#NtLvM#WQwR#$I46FbW@V?sb;!-~9hWL?o#mJU?G z+|oiF|G+hQ)K9IB9dA{D?KS5r3wl>enN5UACVCKA1Ecax1-v@~DyGI3^qq7bySui- z)VnFwHD4GldL3)gYkjmRVnFDU`Bw`?$`i$Wdkh4L>_7H)GL7s$$Flp3kL+wCOzhJcm-#bpA!2D9fWb|l)>4toW1~05#)`hR^&QK!{HgQM_?|f^Uw8_-34gm>BmoxEbMYl+UT63U#-q z40bM;YAzEG}BS5@EAN_Bh8 zDE&#`2h{3B`jhpPGB6nAUPD^D;uY)U;U*TACTHr?o2)V zBI+Wtx#@u1On7$tET^}$`xcl=M90s_NSIS3WSGNIhq;s@p_3e%MirRbhRyX_S;e^f zc=5tjTE!%(uTTosJ|IvVA$-!>ERHT)BdsFFIR4@V8Y&GITgBn%;)O@+0S2pHxH4qU zWE32qBz(n~`QyI0UmR&wEgxNr0N^ucmOyqOHMv_=;PrCyYc@NB`B$ON|HdFojT@Wu&0 zcYrsT;svL9rkG`CniYSFt?zRC;0AE5XO_by(3lwFHAHoUcrQV_3?bg*5~lfbcsFGb z91@E1FCsz(d3hp=7~^I5nm1@&g1lp0ub!B=Oa*6d7Wy)Zt^J|0l`+8PD@f#Pa&)!d zbFZ8@V-m}(xXfYl=Eyrn#|rPot18nU{(!pWgrE}=8yb?tn((6tDXvP5dR;N`J@mDh z?}~|Ep{f5B6JJIvzG8yJ%vVgLyg4~ne?_`+@?e)Ip>ZVhv~`q}l&+UpfeR04!vr7F5Zs)S82Kx@V!$a6};m@172QK{2Kdg9gxo5UYo!0NFs40TuFa2?~EzC zV8DCMBo_WK9}95}!(630!+b9{hxD}w7Mn!~w)2+oU=&eV0l#m#v*bk)LpECUD1~o< zAxQgc@}|ix^!OFHoT3R}{@HS4d`qidp50zrgu_i+Um6#P6SY>Qwpd@p1px?6YmxuS zysuHwlUPMh^i|RD1Zu$fF0<+Wv8=z@b~xjCt}2hMkfhP6z?XkHp9N@!^44!pV` zm1Qir822q0Eg1_QjekERuyklFxMm_4MH0g~YbFA@ev!(t=Gq!L5nMC3)C5ZZuHdq< z;M|9go{JQjv(7zt-Pz|${W3W^dx(JH_TUFLQhp>$c|%?)Q_$|=Xq>ii(!#aoaFG^y zt{z9KD$YKkgY){@t17ov%8jw$%6hZBFc)lv@UO1yoGVqT!8MKgPTHpJtd9w6ba53n zr4`&T5&T(wzO+;lO0jPJnu(#S>c~k!eoP5@ZAe6+vwjUW2I+2;)kfEelxC5gUW0$0 z7N1*8_7l=t=sTG+GcmMLvNjm4;brTFrW$l%&>GcT8;`hE|Bd0pcX+E!<$OTy`Ca2^xXe_RrR1mUc zX1y|E*!C9ex%D9lcUzTebo-Hj%SOr`670yZVC|{4DljFuFbKg!7^xY8WN4O4jcG&@ z@#PTRXjHA1t5~v1$o+#&q8KCY3XJw3Nr+qoKuS^(w}y$z|Mu%W|G z$f?6^L%S+7=&6qU6+A`v(KHD{LVyk60ltQbc4Rv$4P4u$;Uf(CLsQ?FgnT^F5!#8H zJjT5qu>IKfl^M00gj0>a}TP7vmxvBnT3rVpm5tH;xV(2{$oBZ*k%` zq|``ir1y)|y?A%99k(}ZFAss6$V!CGZ&q$CtF7aes@|?T|g`#(H^Sb@iEx2NjtCW;x(dNLqc#ICGok!8&a(unmqz#0c!zSey)2NKA z(dyHS=7v7%hSb+Ne<>Z^<7604zmz$BdtOeT=x{nFW7a8+-u8!sRKm3K-y$2CuB`~n zEk`1^0zWGOk!^yx1gcuOflO=h^LQ}3uvnSl^k=IrZb+Ib@504y!NyD3T$3QA4IxR7 zqL6yN-YAP+0*DBf9d1+A3fUi}UD$S(wxf^{j|&mXiwzf$4}#w2*O;7YWK;+EZ#>w^ zH!)7_jH9SlpTHe@xGfB3t5&Ye&H*&B(G=(IO`A7MO4!buuFp|j*Juk{tzglJyHM%Y zaa__z2#hG7Em4a%yHrtvbNw<($AE;jSf{OXP?yU9aV8N_6c9t51XDLL( z52oFCqf+4MPyyYXFV9qH;e(v%dN{sCP`-m^CydWx4QsUk;)*bk)P>8;-r!@SR4SC*=&gsDdM(<=rh0d^T5pBbO0icdwyGC)s<@3RYM)|k z6Rz_sYL{^TRS#@ZHhV3`m7fzGI^WEM_`7GU#!Km@9a7u z(R?WiQ=ZVYhTo+jN5b#;kSn4`(n8bq4BupWyWZFJjG~*r!X}kjWBkZ_3q`~2y?_#< z6!)-F{C8fZpo<`WC6vMq@ z{`AKu5~{*XbnC+q8fSF=$BE>kqFaZE5W>^xWjKqVc;ALqqT7-1A$eJK23YmrVywc+ zrRcFO(*`NR(e_}+#idV!dQT(WN0L}a!VP()`w%pKcrod2F1jhzyB@J6jS8_Z-NQEZ zm}(=E>sch%&MDo~TBDtx+roQ`@J}RL>j5gfv^C(7sb(Y_JUiqzs{3^xd_YcXp zkY#e$6gx0wJT67mU>_oSxV>)>Yn1Xitd!5rtCV#0$TNy5WxL?vxX961FA>hc*n~RU z&)a*5<9RW>SCM2C=@qO-QJXn(=!@LXKu=5bGOjQ+!b_D zrspS;$BfiXb-ZRuY0z2@c*{5uI>DLPXKpzWTj+4C#=IUhhruwoR4=xN0JmfFSR3Z^KM^0ypGNqc7ie-0OmIhTsa9g;lUUh8& z7w%VMQ0`9 zbT7xnXdfG^u=Ht#CKLrr{13yuZA{1GeCQAX2uZ}DAYzLkBHh<4_bE(orhSU_mKSCi zK<-nNBoW8q4v;pTKHT?U3Gouj=uwruS~1*)-67DQ209r6{ps{c)Yywp9X0l1pCKX8 zb8n?Cz$QYaL<%tRnbs{;yX2lSz^AK8d#81o_fBe%0-L3gj)hTm8nZiEX}y>_-8kQA z{T2J4mx0;Ii$MDR=XTw;y*SYQk9vIx2X1O~z4keV{O}HXlR@osPDm7I^2Wx{+Oe^D zA!zUA#^!zKPi<_NFJfc!A}Q>y8=FUV+1M!IsdbWa`ig<9~g#PDuVyOLip)j#*4TJ1_C;j}CH3ECIhl^k$}Q1(Ci&>?mu zk_g(B{9X`|IzN;rhv{`!`)IISdUC9{{9%Rx_C9JZ6WGkQ zNUO+>zMN85ZKIBdVqFyU|TdHOM&Im2fUei{YG)6dFi*<7;c1B>PFCL z9E(RswMgxsJAcrNmDof-sS8bMs57xNnH_Bmu8eiPO3bghP-p%s^#u}8XKq8Itf(`u zNF5*nWuopL?@~ts^hG2 z1=cSDz)YCztPkmndWO~ z#mF?I3gPhw0wXaa7buh{QECRgt_dY2)ks@|Nv{d0=CFs*G9#LN9ZguTt<&5Um&i*k zP`8KL*9rj#5Tw9ji>geywmaBeK{XMtO$zHI(5`HOHK0#xJ?l@aS@-~Yg^}hT&VwWO;?s6wwf#IQ3`8dqF% z-S~8U1|>@y1%k8PGY;3Ym0jpz6rTj-;h2aUD4cwHrg7nww~gvt>MYkf_(?EGxg+axyTOH?o@C`qC-3g zCm)oa8{nuePZ>HVn9i}hbQ123p|hKhV_Rc?73}^hSYBLiDpUoVob1SRBEGmYpnS4I zg{cX}om>meLl>w7qi%|%yixn0qbxR0<>@7C7cTa(3(AWqP1wmW4I9ut){EHHQjG1d zJO!4DktM3)_g9{#)rDr6_xW<1G3TSXr1!C^&l?I(^Xqt;_oC`^){7Kb^-1I7ltYFm z*4p%;>ho3_awNRPhg@+Klh%+~n{M7Rf*670J;M$*YQqqB;Iq83i#5xjwA+L1l+MdrAlWwo;CnG}a zOZWY(`usVI9Ei)AN=WZ{W*0+a=e#^sJZmK; z5f$s>=#*bFo$JkcQAqjadFcF`B6J=d)mO=J!`zkD6Z}HMZRb0e)$h#n3U6ojWxBuX zUsDH2&ZOcoJTs~OBYm(OnN&znof0O)4?QGw zZ|VTa65=sj2^}CO`*0hd-1j(iG;KQ?=8z2&;3J#v&(hs$#sG&;A>NQR96**^+by(l zEV7%+L>rlpaaOjWwIlg$2WT&x{1%E-Cs9E>0Rd93%=6(vXTFFGmN}_DUGv{YFXKDa zx+S#el#uKVw5Ej@kd}>vlc~xUm;E!iiZDm8GTG`pNv~5Jyah=*mNh5eH|6DUT29ss z9JCtJxIQzQw|(i`h+z|pVWY1Y!bejJPHQndi3tLax~S>D$7~P~$wRcA0OoaVaeiTm zZ+Z}+_(qu!!bPT%xcElg_@L9I#)5JMnN|&eVdH)Xt1aIVA$kzEMp#z?m`fsp8%Le) z*Xljwn&1}E7DS13EYtj^0I2JwV4b{;!gNNE-8b6Z-85zm-&$G#p7>mS5m%Psx(z^I zpS_-5d3}agrc^R{Wre0^v{{)4mOCoM>%@$8Yv{f)oz~Z#jrwUKJEd2(*nvz1*9|V? zmKeG$K-6&YLW%7+py0(9e0xSPhZ1%WhnE%f1LR&@i$?hiWx6m#w9AvZa5Jmu6MR%u zWiCi9B}ew3p?z#Dv8&Ry?9kqUm6R_fP9fqjr5qU^a`;OCvRA34=6oUasX2OI_usvQq$E9vh7D> zc1PETsQP7E8KXa}_u*H>zEbYPTlkHNOy&=Iksv2Cjhk^YKP*2tF=cYLHj4QL zqI4wu51+TR74t|m{tOy-bN5TdWP$i7CW)~w25>fQ?Z@if18N7{y+)Ly`pNWtMx2H^ z&JP(@b-vS_6qf%NK5UHWD>19uSA@IJ*xcNn1zv;T?g-8FiM0;-j-9$~c|f7TL)b+r@U-!5Wv4)LZj~W~ETtaUVWLl$JKJ zYXmDpM`;hjMqTZc#AkQNM|ce>m6XQGsHBhX6=&5u^sYnAh;TE#52}`Zcww8~2cYpr zG|s5TEG8c{CgHLgr?--kqN*@nnf51q?n&>}-JcLG*RyqW_9s8NmJ5p}hxq=hC))>b zKKt$}i<@cTIbrA(Tmxxe%vcro+S0Fdml@zeD!BL&1! zvD{p}VJkq_hOBczQ#`NlmJ&C3$<&3$T)j?L;PTB>7(^W1D7-5+SCt*yw7h+BR&>j^ ze~I^!Y5wBtxb^8U_4-Ot%@;<|p2~{$WFJL~%<~h#{#%5ug-h1<5cUHZV%-m`JL7~? z$}5<3p~SK2n3(Yu$6|jo%zFtlZ@B>ThQYiSCNa-C*InOFj$rA%u^0X022Oh-;D$?9 zPQ$S~m}CFw!!g^g5xZV3*pZw zegZ2xTMy9QIWVvyl4QTIini((ip#r6$0{<+2)9r-5v-!4B08j2$d2!|(H95X?OiBJ zLn?};$RstzU=djfK{3DPLMpl?^#u~LH(F?v6{+aYQwK=S-rzCZ?2Q!^URILff4JgU zP9H2s4hNHwY|zzwBc!4Q!IsE0PCzP(6aD~lIKmmwn3$|#i0Vkzm_WP2$r=i&h=@>` z8ax?Arp8(Lnl}aE_Yp5w0Rlb&+NFS%sc689n$S_wjI{Na)S7^b{tM5^+?fy4M*+ZP z9eXY^5IQlLG9Cy;#XHg_G`xo>9SQ$i60Ee}RjtT&mfm*I+Y2FyShh9|TPb81!`jiS zH?Bdph6E$pEz(LDiYTz5h=vRlQ5-@L@?kmkCE-tqRiQW-2?R4Mj*qhf9!4r_(`)sGmS2)}gOi z;Df>GpltU-qdr}3HW4||HEUT082z8@nf z0(`I^BM2NQQqmj*Ig6V20gRyDSQgqJ7P2ab;aZ0l@_m}hBVoSKyB*;qx~QOGxquCe zll^cME<0;kMpexl%})SR)J-G^L(>HssIM$Hnv;sc zlqWQ;VTpzu38#F>73VH#k15yi@l5Z2RHFL|D$y=hidJ5wpgg|?p%kenT7?@h&-$|; zl_&+3==m&?c3zQC8rxqK6G_ieiC#@F(|c4R(d|h14|!Qd08Xzg#;Sp#^$7MEB$UC9 zJ3KfPB(q@MMPeNZ-;-Cmlxg>_V$$skY>*LRU%KxnD$y5NB%jYK5(0|)Ofiw{H4s2X zjC&19dmAdzf3mv#G_Sf4h}92^smt>U0xuVVT-HvM%S+W}nW06jc*R~v+TMyubnuv1 z2o9n@dED^FLyi7eOpWTr9dG`JV@p@&2RgnwR}Oeov-F?L5+BJc@exS;I5bX+z*04x zgfrt~NpeO)EDDu87SjockHyLDX((Ar#g2#cM`doG9Dw|w56_^zGOzF443A1$P8W~* z(y}VU0Fo9JQ&LgS+-Y);P#{d1QK;b6)*w`8Wz3h;a8VHqs*cx4!Js-TlJunebO4o9 zMNuKZsaopnNC%t>b=!7pfO%}18y(jo4^wr8Lg+H=5teAwO470_$qfLK^<_M|)U);L z#$~xBq+~s#ivh9ol%67Luy9`Tp6Sn&VUp7 zccFkQx(EHKBsgY^NNbsuVuhzYJqhk44Oi5e<)UG9(jPK=m_x?Ju5|_d@!7TRF@r34 zb$}!nym~@M$yfw|=e7G0cslA9qjlDqP!_Zi-ixquPGa>v(MNq%1pk55=#))_GBAvf zu@SDW>a`y$2bEU5v(ZLH#6H&-5DDF!KEWb!VxJB!j`Y+!-?=1QPGeme<8jFL`c(YKA^hlySyRs4|ZF(Hq2ztj7SgrD@`g{{Wqr~DWiXH;VrlaCsca9NGhTS?#G zXm(n751HPpYwL-YW5fXNl=_hZ-sp-u0{>whNEbmY>vSJ(+4hWBwMwum(|(b;>SIG_fFoEI&VF$p!5g`h`THmz{>Dt?3z-9* z6WKbg^$!k2uBZJQz^t#=F~7F>@XOXmvU=ADW@XYx=BtlB(g3WF>8<4YdU$qP*jT6c z>aMRu3$3qY=em?`hLRrTSX8mV^x-6+hw|KFBd6WmZo}?)BhLpT!uK6~zx#zRpicsC zM11N%^bm1AAG{G&T@CWM=Gq@`G?=T5t6naWJ%lPVC0C#U$yKt5TTTa72z+_X%Nbew(Wj^M>? zZVVp15+DjzMvKUgR$sJ7Is&cp3l-I|oXe@tnCbXW;0BcJP4p-0Vme0Ze*II6m@XzD1zq+>= z8KTr<#@7spdjyx;z=^M}pNCUI-;XTJk71JqL>xkqb<|sg+4m`U*YP z0fEYr!6&V^!a@6kNUO+#5RXDbL#3Hg6)9YXj{hG$z<|^Vc5UuX{p!cY3S6-x;a8VM zzte9J7m!bfoiT48{+7Clz|I_DYm6ew{nDl7@H5kFOnM$gEG-t`jH9qp*UVK}2jOR? z(Bv|h?}pprvrFu$sl+B^GK`>6+PPop79p-2C!V!38B7V5u;7N$$PdG9^MyXK z5AsicjPLU?6mo9&1F@l>wo1-R$P4OePxue2Ja z#!{d)FsKj!@I1D2eEpAF26DC4#w`3BqGu%hYe|;cjVDW5zSAJt9LuvESC@9;CZNRz zuGFdHew|%qpcMxX20rrCR1MXnQ&Sr@te%>hFI8$&Q>!N*9Lz438Z)%#TdFTM0{T8^ zPB$tGEoxudRju%fXws)&XWy4xoHvL1_lC3D<07yjU=Vl01y=sr@O?7^Ve2 z12mIhqZL|1btwSQ0^q6vrc=6QYInV{6UDrWcl{s8aO+*nt#{<*7U9Oka_bsk22~~a z4;I4mE#>LSA^9N~uLbLZaUcWTS`ID%2Lj1~;Gw~~3xkCvTpe2rE|7m&>n>E>>3zqB z8~?`K_;6ls&}}cV+_7jl4_bhp zh;PJOZ_kkCK}Y`mv9U}MX4g)?KVU6eVk>J~euL{@*GBf#C#3QvIcxh^v`gDRtK%FU zS05mrwT`PgmvRH&OY12##p!qRysaP z*M%Xn!*y{l3|leRh47lN_u_9zmXIsmL(JR|=fmGgW47Mya;5DfhEr(ZtZ^a(PBwQVMLfDsa>U!0681 zrN%6^tS(IqiQ8$F!tF^Cw3>&nBUKs+Uz@J!7QnJP!TJHi7G9i$cwZx_gm_OsJqliI zc?AAine|{4n0#aUptWW)*sO1y<;!MC!p((h1?O03fw*)QO>qD0rR5!^#cE5)blt>| z_+^w1a5qA6#)2*7CoUqMR=x>+UTThYh{ixQX6p0iB3w}baI5Qf*n0^yn(;5J8SnPh zjPReS#VMOsK&{?^k7)}xS&q{nNj$1#iwVsg(1q)r6(?@`*7Z7l%er}GQcYP*ZHkW7 z;1hxm7Kf&B$heOB|H^dm#KlsrRcRr%7vOT?+QP(4eQ|rW46)I@P`n_ySJs*s4Vj^DudBCEb%r3>N1BGq+2DM7*wJRx0;1I4@MzG#8 zz~Nn#x^Uz=mBes=`XrJV#HWrl0dYPmdM(LDb*!6$&#+OS1;S}_s#GggmoS-PYp|1# zdKYFt>cx!~sl_(OzxLDmA4%6+pm@qeeqayvVdb)1Aw=my?TJ5uibsV(69-Yg0l9r{r2vZ+I@@7j$33lgCP4z@IXJ1w4(e zZp*i8nv#1O?era=nEbR_w9_8Z>MoY-w@G!4*Y)%z`^~y-d#_-(S+Eb3Y)eeXw3jCH z8sYotjYxF;&f00Oc9y0Ti6;8T4A~tE(;aw?o-IsYLT74WV*ZGQ=?zl&vHme@VS4yh zSO$tvl2gQ8foK&$s(@ax$d0IG3+t0o<^nxvT@SxUb)IOv zS)bE_Zzo1)k0F@-EpsN+w$d4rQ@5P&w2}yec+7gpJ25Lf-5?&N+qP?iS%1`fcf{Ph zETEw~Tt%-i5DR#Gk_?mg;)c!+lQ#sqduH;^M`z09F++sOJ3@*#*5ui!`j6a*JL9M6 z>K52Ny)ja08Q3+;>7{<7J-Vm}Wk<5Me1-ebsvTZVw2y?B%2&v2|Mq|)3tnHWd2OvF zv+O1fT8%})T3S+Mu1i;@js?5t%E(bG4GAXG+C#^bN^Pc$YL*$K^Rdew8CIJA0~^oC z={lCv7GF7q*HQ~kGBdpE>h(TSIi82M*XvcbojH8fAyYl)L$&f%OTx)lJ%jd`T&V?t zD>R`5VI%%wxc4NcW66gO;TM)fkY9M0AR>K*mv{_Jue+v4_7KW1Y`tYE!vNARtR#so z1b5Kk-i;0?kCn<)q2VfG23d5M&hE#`SEC{CJzhhf#NI=EO4xfuZE~~($~yI`)Nqi; z3FArR$;z1+uk~9sb#K$uiBBEWiISk0;di)3Z!W3 z{K2K^C@p0{DIevt zJv8I96ibO?LvDvvkX&ZQX2(>ToeCNg-BE_9=sqC)F(y`qv)OS8YVQ`C5fSQa#)>J< z3qO^Ux9i!gFU4jvAj)2CdsJ*zr*1uq&7K$`#WjwLv#PeN1wVzZmkii^!i z%s$0tgWnfmB9hqCRu|G!Dm%Lk&q*I*i9SZl&K`Xkmp7J!={h_IeDP}BZP(F_<(bGt>|uO?K$5!N9B)nK7_O$w+~Zg`OBf)d~t>MNcg|_xnqCuo2VG(exzmKx}f3?Vzd|j znCLd5x>1dfRb6>224h>Vk0{VX(%BhL_k+<0d&>XE-kZS5aa8x?zK^l-g^>;GqkUlQ zn$_yCjcwT$$d<5WTaxjCWsF!xyQAG{@9wN;W+kn`i36B$3=o2xa0dtwLLdnw5RQ<9 z1V~6A`~rj{B)=aR2oUmzK)3_s|9$V(+0)(AH9fnM6Y~Mo+tXF`>b+O*s#mZ6A3!R? zq!;Io5q}HaB+;X}R7RRE#HCl~4wJ#9YJfp=>8<&&IO(P?m&PZe+46AdO&F;lmkNsd zk@jKXs?{O5CS@6DV4iy>w6=Ks+XZ{F}z*Y*fI8E3`EWT=vU%Yrb#Vc7AnPy~u2Il}lH#6N-xJdzH&l1GxmsiYV!_t5YtLPkGHF~5q2Vplz%p4hJ9 zrwqGFnHl}sR8N2o)!Bmm8BrI97*Tqt5?0e$X-ZP}n_?z;skq8f_1+mVz)`?A5aBWv zLcSsNTGO_(Z@CR2je&BOkDWpM2Q(St;APnP?VOQE)NE77g4<>4yaM14($x7V`qQS4 zpoX>Ys}#w5nmVOZZ58X5?#Hlu{279MDE^e1LhmTB@;nbHb2HXIX|V3tJj<3$t0=K- z<5`M*MJV>=P>RK0q84JOSllg_o$_OW`iCJa~fFL{N2sG{$Wl?sDz+1>pac21)o@Krvr0f(;NthebK~XzJ3oSJK10qU4cFGzc zLhO{a^u%@wKjqpf`Pfiqluoq)cqTKYjk*~z;b40KO0(D73jbezr@%+?++(pE|;qb({qmpRZ5q zQIv=(-oVP3n}9Gd`ZoHf@G7CpD{e3?IKTH8!bx9d|s=huSU zX#^Q-$$ooh|0Y|&M&q#uLy>JT!zsoF%TlIo0G4=9?fO*Cfb8!gV>VJ~~Kjsmka zDq`%HacUWdd(holE}0cBxy#U846t0eMY8n3;M(C%FHACVD+MZqfplGCJ~C=z7mR3^ zess2~UH55I@o7WBk!Ay=LZGBRr?;$@Wh_geX9U+i-&8gMZU9HvY)~s1Kw&tRXE_r;VBG|VJ?SX?5PKJ^$a@liWz_W=A z2Mhu%(U&H8HNM>Cu(Ny6TCcO7-{|5gU$K@;ay26@8eq)T%hiu7co&Us<>374eAv1eU=1|nvjb+O=e#Wg>Qb_L>^Dfikr9tNoc z|I`bCL*YFtQY>uAfwsRgD<# zjOw$6m(;ieO>I)6zW0waY-{^a8hE1KMuzRtNVr9T;h*um2-Fy{V$*C72bI7Te zuu}m^ZZBbRF!vGt^E41KEFFJ|@g2F;SlAor5n&6@&3nRTef%ZGc}sDuc^+R_X7uX=} zov)ojn~H!JwK=9xt4`1d)tS1~+m43mc2M-9dXQP68R}Qz9-ZnGZoitY%~q-t6OHC1 z-MJ%07wb)2)uigfQ<;~&wffXFN`cQO`x}d{ZU80%WWIsA;d|>S);Nq7c;f*w1NVAn zBmylMvGlWoU{YS9$O*zu3(dLOWCgY_0~W26S1XD1D-{WGtZC(l4o2-b?_oAEZ1UiJ zZz;(ps)vEGiSBQS+2q0dULlNvvw*}Z_}elI-ho}LkbJfX$@@ZuWcnd7 zKrP-*M&oyI$Jr1O3@VWLHZu*?0k(^?8>U9}lw75Oot50{=8MWQ=-b@S+Dm5}CwJ?b0raZzIFP<9ZZ8qsUeqscPX}&SGj6kmts|vJdwiNF zmuV;=W3CR-x6a7&$^TT{I^&3~AM+Z>pNmRR`aywDRkD-_!%$ehRA2xFi`G|q+4sE{ zb%k2q=`}mthzD=F$JDrjc{L>{P#};nrx>E>Zd7dATbf zKQsE-rfuh!mO0r*Hu;hjN9>lz5rh`80-TBfhpIcR?b&Mm1~y#Fn!v15UTbETY6+xo zZM?F_LU*?|9^h|X@RW*kz%xqk&~^g6clQI{JA=W?Uc7oLwDV#)A>L1LmC7*hXXmAJ zg1;=Xv&${0UAr*%0`vjy!o(bx{|X(V{vzRBZNvzIIPm(*ge#6~r(DyLVlWQ-m(RUN znc%RPXAmu<$cu9&TZ@h3wTSmo4V@MhiE3Bte6hC^q2wFtsuXQZ%{r^J(Ye#9*Jqzy z%CZbH&i{iDg%WlOUs~Mf>#J$9^3FU6MAHpN0``9+7D%g7+?&ojT3Hk>N!>I`ZBW1whpI2xaa#(9wfGG3JxCuGZ31oWx0C>>%S!UOmM zYkN|fXxt7^l0Z?aZQw4IxhVu;+P7Czq9y!9nUcr9$2r1L5A3}&WMgih0=(4h3ZQmB(>tr)N6gv7 zzR^+WLfr?1fnOfNzzNxL63F^eX0epG;Bbom_oe1N9>qcJl9Vn^<$KexcDxIY78w3Z zyZqlF*!#T_*rQ#p-{~KF^=DSf;j1vZ(vWrNGc|_rWYO{wLCas2K+ADJ%b#bW#W7&6 zEHix#{S&dJi`7W`yZuQRXY!ww$$utf@~%p#VCMh8Gk0b=5=JH%WUDYGNDe)v9um)i z|EmK3gZ;u!3@z~I>jtGpgvj}y`f7w&<4+ku`FcvJwD%=(d8n*=+St0+nfDRvS(P6~ z{}et$Mwwj7gn9(PlCkn9qvkDZKL1mH-h|jU6`%JTlJovODU9;a(PyC0Lkeaq0M8d* zI=5e5Isv2>`sFi-;w90(`Jei{L^_*HF$vG)w^ZxstLpP&?y))+t3yCoCMI&`kJh_t z+YP{?oZ7vSp7_)*KXsjp>C<*tGJ2z=GF?flw-iNI&$tz69#JF~b&lU)9Ya@314vSZ8^_^uf9 z(=eH(i7~$rJ?j{=pp0Y8Pgg90IM>(UM(QnfupW}--5u_}O0Owy@2jm@2JtHh#-aE( z6sUy+C|QIDCDSw3Uv9AO*r*3tr8GsmgA6Lm6~7}~@#avjh~GplBvI7Tp{JYu2oqs3 zcLnwnFZfe|`u!nL>v(|zoX%Ii2km=>rgJYf{Di>qcOh`Fm!*K9x+s6cK;%0S%EA(O zeaj`8Eu}0hXO@3dU;t%ZX-dLSk`9X2MbQEf4O@hae(Iup9}UIA`T;$$g~d-xV_|K8 zR;A3j?8}rB$G&7c+}Lko?fl9CGmA7T%Gp77D)AXKtL3+YPVORZw&7!;?J|6h1oTT|_*{gZwc#T;VikO} zVuGHAPwC=oikVCIV-`TXkzgN+pP;5t+#otA*qzaTr9r=A0WDi~HARwT8_$yNCL!In zP}0R)sfAcA7I({KwbTUai4dr@)uI3=t7RPROIa;@1detH9Bj2HAjoRDn}H}~wFtb0 ztQKdMPb)BhvRX7HVSGpjMXeSsz0mLsLPkGU%WKh4td`f&6I(6(lxwx*V?%|l^bvA^ zCkM;B=GC*B+wU3Z-fp1dr!MGjp!4b})!e4>Ufp}^UB&DeN2_oq-qdw7<=l!_P|Gds zM#a!_3cGdR{tRFewcK*Qu|nm8zz{h51N2X(O_VUV`FiH}nigEX?YV%szoNpEoij4a zw^7}J&QMmxHu}{s(q@6`+!kb>p{w4f&w0FLDYlI_4XXOu0D7`?{U@R8=M9xoQ%(Jf z*&O&-LcD>`G=aSH_D?BRRt;uvvXYvAAiR=ZNo}dRx5)mcAp7f~$d3P&T8L&&#mpP7 zt~J}OiD^DvI2vukVey-*3n-g*J)XAD>}u90@W*ESaebqO>9i*=R8cf-_aZu}+$KlZor8{J(dM}}%Fm(A+Q$!HJTe-sTl@I658n6kb!#uXNKQNA zu;XN-&h^sPt{J=NqRZE;uC0Cinv3Z}*_y_7(XSkEQ0<1|!2k@H{Ratt@J}G}LDHV6 z1!jAHXgHDm+g~Jx&9+zU`NKo5WKTz*KP1SDRMJrVO9q<5zy0Zf`#U4IEKbhV7O9fJ z@Wf2Dg>0X>s4Lz8DU5>=XQjO#GaY2=1rdXJMY zLR~ae9&vU0JsmbZ-we-Qc0}yMlyc&m%?TPewzBrFT7=^9&e&< z7&=>c>sZ4k8Y1V755+A#pvWu0l?sJDjgmM!ImiNB^<1bkZdR?KQC>o&<}E6~RW0}} z9Ro>2L*E6s&de^rMJ8V7NYq2ZzwvDV&@Zk;3CVwhy)F-;u7K3pXjdR0b!r-a`(?HW z0v&)7CgcdnIe0DU13h-$mZZ$qtJLV)aT-vWtv6G*fn~OSCjp8t|H8^_{Wki_V_lyU zyfRzwMAPsxTfc!;Qf7q!punxt4t3cNL>@!i)_odC@<-&g|GT;5ADo$jX zJGuDEYRcNCCjfbe>3wKv_Sq7f}BsnA@QGc|7>qR?BW`Jyn*7ebjP{yeo1UoVxe5BSL4 z9ax5};*=rtN|d=}$l7}wstOuPOL4ib*1BZvu?jJgu03Yxc9246>GDmX%h&s*3&nTS z=(6K7oR>hkx@Lo_h@~A03iM%(1^Gi;A^&S!C7XMjH~cU zrl0oI+sy?OnWI|tG9L_A$ISxmXd2NKJ(tN*?hHJNo#aJlL}ng1a02z7db92KhBFta zOs5WvVjAGbnMPy2g#zzz_2y7WkN?K`4@5Si>I5~%01kY9kMqFtXmnStMh`r>iRmgz zF~N0YiCDoLDM*BKsVLfY1w&n(BlcD!MKY54g!^dK?;%>za|MJ~C|rzY#V18?v#3MQ zpC+fsa4Z02K%r4v5A)E&JS5AoA0DzY?nffye$cOsqxAhW8P}=UvToX&bzfNsj=YLZ zro-uX1VM>%r-&Z*=Zz9A@r%7#3}u0p)X8u!bY8 z-dk(=w5j|u4of)u%XRLTbk;nhOF1`-^QP5(;|p`Gg^6*tqQ;wzy_9!1Yg)D%yW2S1 zIt#;!jKriFAtg4VXcx?u$w*b*#ewi$Fk4`laMv&rTe}yG-Pvx#Af(Hd5j3wx7;sEZ z??zkLkb!%KOLE|jH2~b)VpoYUaE|^evvB@K58qJGswJZ3gV^Og! zMFx_XsZ_TwGB_tAGsmP-CMssY)6r@6bc5>RahZ0xoMn( zR-NpsQNd}$dJ1JcxWnPhJ2G3tHbRtDgu?M=4UUsuQw~xsk{tG8Zk(>p?BQ~|4pt4c zj>T?xfQt6w5-2P+!nwmwx&w0F$ZG-G=)ZF~1&##E5%_{!FwOf-) zhyiEA^G&QRa!6+uN5D?_POuIH7+KPqZY<2;Lim}zR5@rGP|-jRub|*&9hJhP>Ml6k z=+jvhi&&Bh8hBvrk1IfTFQ9}$ZA7CDBOkzepEr=M#69UoWv1;tCBlk2<4q~a%h7%_ zYv+`6{XKQ&QP7!%N`6)^I>9jT>* zO@UhQRuWHTG$58a!QGekE2;U)YrWDMuZ*@Egr>`4okCiU4U=*jjz}M@-IAJ3L_jI6 zCU!v?jWz&nHULeQrNs`8a?90{3T&q+u)lQb4Rv~!TW$mms>)c=NGisZnj`KWMtzjp zzw&E{>!?@8uQmYoY#M4PzApq!-Xm3-{R}j|7mWdD_Z_Lj{w1mB74TpMaC2d4{Bi}5Q&?7)B%QFw_U!Mhb!L7Z!5Bq#i~t_kNiw-e@;L-E`D zo$%S1@LS7G_#CEip2d`$?uYDj3pBQq<#t2yU-diL2$TKuQj^{BWe9@uaglPiUkS^v zoZXkDx)WPUUGa~yHeX4LuYY^5l(kpZ)+=f0m9X;?>-Ax#Pm9Vt%=F!n;nB)No#|IR z%4jO;9lu_0BMcMdymSIvLrcgSf&__HW5lu*_ z+lSF1uHXN5uCPn=`?5s8*Y6Ttg(dp!QcHBl={PV@awDf~z^in)t8}m{Bh-~xzYpVz zwzzU}wc=qM<>AP#{Np#Ua<0%n{iLd`!^%Gjjq?&+dc?E-*Ij;gzTo`aesO*&aDG-O z&a=x(a9 zh|3+w<+H#s-?;W5VOZU`CaBrH$Dwc%RGus4;=rq)UzGdR zIOD0@RfSt0m5NLC~l>3AFA9s zL$D9Uamc(~ZlycQrqH;T!>zbgNEE`YMA)Nw0RI}S1AKYl^Ft7p;8oHp&y^{a;nm*= z0zvUAjr&mL)!!x9ar;-uyj@-;yuS&J3-YRvD1=vO0O8gAR?1^PqBtyKgyi??OL>Cj z+hV$SQvR8yuD!W2Q2YCneq}x!N|!r=C4D$<(D5nU4BT$kcj2&fV@{5?EO2$Y(Wr%k z1vPcXJfo~Zn*CDf*1azXVIct{{&Rjy1<$vF96nWBSo`SES|*6$kJkH2tSdlKDSdn;J#pz{e(EYN z%mK-=S7L3-z6L2Irh0jgm}>SYiAstgQPvA=_$Isml=~d=Zn#oDR^BIO5po#vw%iq% zACi5tY1_GHsY9~a80rer9;R?MefGV$XX%`s`*r#0>6LgM!T;Vp{T>QYQQ*$bA)cV= zEKA_-{34Xk4&_;xyFz(4Vh#ff<=unMbSO`d!=b!witLCN9JCi(J)dA4il3)IEfn`6 z1NHzjGUN9-2EUFyaFAUVrR2;(29*(Q@ox(K9|)y?yq{V~88SatG5f( zZwrB18{Z0Wsx|x;wC@$n%e}(tg966~Lf~NcPXR$5(R&$)Le`nU>suPh1Hj7Va%TD4 z1qM*okftOI8|k3y(uCx2$|BOD4h<&=8KfP2ID1<}UqwT)h`vToY!UI((pW^7KvUAG z@XRZ$GPad3>}>++ZcErar+J!BcbH=2co$UZ*tava#9rkuh&q{$M7|mGQ`5F{*D{zf zdeY_W77KKI{6@u@OI`7|^QctnWg99M$Sy_gaEfIAnUQPdG@^wOLu>rHpEX;@=RZx1@RxH~UPzw3WHl8KY6NN|{LWvY# zMJ>e2u((?;E8{kS`j!x=wUwa&Co5w++Ly92b_*PnA#kvjp@1MOqsl-OvN8l-UwbDO zklwy?W_e?Q0hE=YDG6giI_NSMlEW!0L(3^NJf4uzkCpLaG!!f2CG^Br20!Im8Tr^y z;OTPe0MAtV_Z#-Sa_ZFvy4M)!_^Aszz9*w>RA~5Clz3h!bWz5csb-IEpRjcFB_7(H z%)2M!6y3*iUX$@|VAoX_#jeTtV4_uGIi+8dK|>{tVVA#kkcF$ur#uj zQT0B3+jb}89t@>3GJZ7@ogC^(VP_uy19d}7d)nTTag2pqPNvuwJ`7*# z0Yly$8L2QV%N-d%%!NARj*Rc2QQp3xW-PiR=!KC8F-g zun={b$8Sfwa^~^$Q7RvgP^9wlgaz4T`+dBY{e&JtywR(vH1zst{ruv3zIAB*GZG?m zY_nWn&}cqGwjHsdbhK(^-8B0Ov{-qyFQ*1{N5(qpRux>La+ukS2%V=Th%>4F@lE&+1~FZcaXvkA zrl=GCyiV~LYJ&B=y@9J3+DiUZGomr4YxXmTfnz<#Ky+63qe$}0O^fa6#$08-I&l}> zg+PmW^EKOVSs!giP1?yxl)k)%`naWm3a8Czc)H!5Z{eE2`NjDm@Ex*oUQS{UeDWmXJCk5NwdR=s=|}hT28GV z$}O?0r+1;Vmu{`zbyp2HnQlZ~WAJbtx0q}i+m1gjh@MiPz|yMW;#0ZN^itetdUc&| zhJqNrNt9*9xzIG)gjF$%lEt|6q%pUi`ir*D;{& zjEq(;xoC~L^u`ob>l~c$tvLALvMlub!a{HFmxUey7J4fh=UJPym{fiGH=A+PI)EGM z7t{Md0FPZpJVsY(ty+f|%lc>|i*>pR#)x$(L#Eg-%49!lK3G<(tXng@?$WimX;;gq zDd>`gU1MO|)f;!+1FcbOuIBN_Y5cLSJ0{-$(4C8Mpk96u&cPAG2PJq|6CXB=E-tmN z@h&LFQCj>L{oE{T)_tEyfKWvDeUg^4)qOMz)_sRMsxSV;rL1<6Q!K3dP6B@Zf_u&e zsfWzS9xL@MxzcwetQ>v!bf@AeFb03!OQzUyi9PFAYqzo7srY>|h1#!A8Vz&dc@#&l zF3hxT(f`(nzU^XgHP0jbXBA7l@s=2&>my`pM|U=$MH?ttzY{;pwOMTKs*m7?z#3Nd z*@qRRSFI%5cI61aUWGdEWYmu1-ZVXBzgN{2eqWFaBuqcgycaVS;SqE`@V|&zhvJ{m zKSj40^_q+;|p!X9o?c&dJb7hyW2crEVv>)rnWDXhPA|uO)eKJA=%49f3C# zuL+qNhqTo4pqqqNp)uyxv!d}e{YWXpcu%U%v}z+VWow)duFn;nf%Iijd##{$bHAuP z9jM*Ns4b+>HV75GlFHYSi0(&@8?3A4o<#eAJ6_Sbu{5L)-uFt&ri(!uxZxGC4BO)r^r z92(_C$+{7kEkpFTlulroGyW{0jreA%(+N5!cP-NFnZnV1hRrKcsjGSm{0`l#=TBaKWEi)WmKWt~lrDJuXY^$DzNT*2qwNUH(#eEDph` z!*Ha|Rl%QS6tZ0JXA>{YVo?L1Jy1a}M<7&32{TdCg9`_VYhcyW9&AyEjo5@Dap19+@^(gibndzaicvlfAm+WH)3@)-i-G(E*#TvQ0f_ zg#4vGTU)c|Hks)yAv1LsC#4(R#M3Nf_6SBo76dWP6$J)Ri}SJqpDGhfSTPh9TAY$W zoZnKxvq62X1AF;c`YJXoF<7>Tn~A+gEFny^Q9_bF${^Qzz|=OphFvjW-MdMikjEmiXanQt;} zJBv#k$jnAix%1|B3h{erHp>$3I0u+81q^gWjwnU9-O1Cd5Uph57kLv)w|9baiI2U7x@km4ogucN6CvU)U1$Q)!)S@QpzkpCN@MEjc9{Z#{D|YwxS-P{ z@cK4JBGFxkqnug(kY|~1(kMGfQxYbPbWrsCx|Vck_#Pq(=>{Lp-nP)CK!n&rm(dg3 zLj1Hew$R1UlQ`m(UnNItAG-}Z($o0SotCh6R_JlZJRrp_bPf*(mdJT>E}!NbFk4OA zPQ3I6jKyJMGd8HQpM^OdC-9fWVmUR9cG)J1g|W*-xehQ7%tYCP&a{al$Y33My&`K* z6Qy)v8>Id~wsI`5e04Mw6jc8xWzIdO&@h2g0uzjI`Ap7Ev8HjxKuVO6% zudlZ=>zg1uWWnXAY!c343y3B;+a4OcK#S|Kj6Ega-FTR9^Vqbijp4h(Nr(F9Y z9~%lhT}lDqNr8o~dG)N1^KAp&cMNp=)CHYeAICyB9RK4Ls2?!I=E*8^cFV>Ep$?ogT%4d@fF<9H(om$k~nI>67$} zjw+_ZP>k31P1N{AL`!$A1W}K#NPIkS%pnM~;XhQt_sIB=YgyL+0=Ow|X`cx8|1Z;m z!GAHp-=U!u@H2}9caFxn%4WUR+P@PpOm@x^{9F-<37DMY{?3{5!K#ekr@hQP3s~ol z-Ud~2FdTGVKiQa|`vGu-y0JS8CQ$59OxY%bpMO)cv8O&+lZ}RG8u=zO`V{uwYIBYb z+nCrwv5&2^KU1hQME`{NLraYThY$Lu|NWiQHtJLDoA*su7h3Jw5QdQd@QR$ z7AJ@am{(IO%II=}Zwyv@%%l?WjK6P3KXXq63%-_wTVq8DXOiEb9$69^?DvOZ#PU?ms zGzF;QOX!_c%*kYMADFlYFnN`zQh~9#wnr;A7W90@FtPvMri%LSQFKVR_aXk}T!=IB zZl8%pd4U5#-_&b;RNgkR3h4q zfZ}YUxhPgxE2_^$)AgxoR8PXG-WJX_wnie{`_wfyoqC*TEX+*O>0=y>UXb!QjrKH3 zb{Mnmf5>c%438fqnhnKYQl!%>*I!PFb;Fxf2gCwk&a`aSGib4TV_UBILXo|SQee@l zRa7-;20MRrq?|YgG|tWrI?m}s+ZNtCi_9MjGJhC?OdZ_#HZ?ly21-o)9v*uIH_j_M z8`zoW>u(>t@8#K3x6?TGI_8O^>7Ni^BUW>u0L>9-oF`LB#;MqdOxOC`+Ld;EWxe;} zAn7}dq+C9YRcu5v45XEG&=o^SFnFwj4_bSoq3G1EhAQ~rSn{5di9dMcA&10kfC~wa ztfeOokML7h0D?W&vZ*Mi+VU;qM)>aUJTBdg7)$*+%Z=*HEuG$cT+bB zuS_!x1Y`P2F@li&!-XD@a7W&f7|LJbVTEqrh`#bvr%zhX9r;5v z4R=Q#Kr3-ah-x|RNPG=`SH?aeH%~rk|G;VT8`PTp10OvZ+E??6;h_Gs??2F-{*3hS zr|5~bFF$2yUo}Y#)@L~T{?4h_L)UI!Xm8)Wm3*ZHWS^j6DRf1L0l_d?8$BeGB{JI%nDV1d!4Z7;*XND+s)G)(jOTP_PX40uk9)DvrHiVd}CM9z?rA*$V`NwikpE*<0ip5;{d=$?^-`2=fzFvS zKW$w7?l@~Ty1u%n8o3sUj_r?CwzMO}Rjbj&be)2qGu2j$VqzJ~L=}WhoS?h3&%t#( zt?%}R%i{+KS3~j370S|eVbao6wHXcoM;r!NUkX@z#rakTl1F1SxShr1?+7N}9D+&S z3U~vxkO~ZMo{&8YL`I8ooi`7i% zl=z>^OcuKew>s|dQbv0}E7SN)$TVDXQ^fiocnnND+avhV*s3N}F-atdKLb@6jiunE<;EK=r3wmOolbGRbRSba2E_c;=r9V6D@{u+ zs2e7&_4JN+DaYUpJ7w1n$FBmT%~i4QR&@B;hxMvlSTlUQ%h9N)k9P@w>i}tzW!QMP zfcoz%@?XjC{bjTF8wUWz`u40Zf2DyP}0k`)=b=(-zY?~Z|&}N3&?>s6c6C3aSaJ2=bv!$qw zP;caBUeg%KjO)kfjO#6{w?~@4sx$TWqFGFNpID54TrmE(27hTvEwKVP3ueHxb7%Cb~!#gPN8kON~}$tL;_0 z>oYanb@ZfqZD#V;W_^ByyQ2HVAhPT@oL+@8I=B|D(Y$NlXmmBwxaPJY@#-n{+TL1I zT>*yO)PoyHOYAQSvA+;X?D+H4LJm%82Jd@?!Dts$kMAOUjsw5rdl;eF#(TYyG}^Id zGJ45ekjmA_&Zy{Y$>?&pIvFFKeQsiL9Q@O)gBND!>f;lQMiX_Gh@Hmgs%t4~ z!g+_Omd=>BR`-c+NEE;uV>9{QP>YStpXHJ&-^%{6Y1^p|OcZ5f-QPdyoR)!0J@L%n zeFPkL12``;#*lAqTLi=v>Ly`ruL-4UmqmV3vWKL3p7FtoPWKP~w9m<%c81}8CK?qr z+#k)~I)?kPhNF{{NdAK38}?ft?92NB`;t;%o7L9^cH$R+ZQuA{Ke->Ux0V6>7%eFj zPyJM`b^YsHI&wHL|ICry{GRkrxgDGLU81+-+Q^OST+lV1>Lts8%_(u)c zSX>tU!$^9wg3UD|ckITx@NvRcWCAJCFpS3-S5!vRjaj-8daAa*LRY)t9@xEm_m0ig z+sz5N1y;Umt==`aXEohg=o^NztF(3Ftv7DG8utV@W_C69VPk1GsxjhRC0jk(s*Lv3 zTMMw;TauBjOwN^4v=_BfKE+kD6}nAR8>SJiLZ)I(5gou|s76_Yce~}nEJD9-oWuaN$AO9uVP>@GmQcKW-fmiG}8H~FG{Po~{uV4AMbuS;f zSr%SAIrWvNi1<}^6yFM2%~yk8w=j#tSS;4*Uhp}{y~b>PqBR!XbYtU|X#2L!(PhJz zj;yae{<6#0t{G!3LDz*(HtMV(@NVrzm#$qMHx`;W?lnd?m5;4i!(VsZEBmg8-W-(G zx}x*Eg9CO)YaA>PfsenFSOmTj8r8SP7GWB#j=~z5Wyy-^#|dzXD5jsHjiZ=oMny7t zlt4KiNca{v$sUV(SJz2@!vLrx5~AGM4O6d%bq02%NOua6mp-xMcMm`0kc|l2tgj>; zdR!5^QOAC^a_9$^Q>$H_n~*zK&G(T6hRD{&$xVrUP!aBCtql=?v!A;bBb?bBHw{!I zX;?04ovpQ}8gbs#kkr41r@#L7o%#kSzWBqeX$7}EgIf8x;T2z zh(6fYg7ldnOO0DZe3va*Y0;f?(M3B)xr@CxJ_vCy8!p;CHDM@}bZ7GN<>acBJDe6>AYnW^ro&Cunu0!e#up3kfL z_uF#kFooNC_((MaG&8lisrGa<2P+g6CJ?g~!?h`&Fd((+#58w7kdH;%8mN5A$81$E zI9|K5%|~2e0!Lh*0#RW;JKM4re7nJYOf;*lY1q7k6JvPqt(LH`0`y+YvY9XoqGSV+T_eM5KBKoJOQKC<$Dv5F~MA;c=pPIFnavC?0 zqxgd4x(6F%3KsKi389iHP}0!X9gS2*UiS|MsjN~iD}m8dfYFNuqu!+&r)S|slQ;VV zAGjw40jI9pAc&MjoJwkEYij4x(+Q6B5|3g~7T-ZLABt}e!J6wm5It{2<2;>B%3fu| z3F&iv6MgnsEkPP!Ef3&n@6JM&iY%!f^HpQoI&$LTY5_TK45oSIEQFvrA&VXbMBFWi z@K(-oj(wmPi}%h4;W30#ykVg0G-JX&or~VdWo?u?>3Tt%Rka_=XS+y9<;!;W{)f zxIl$zLKY|ukhVZy#S64ZII1Uc^FmRHwb^$V>R1D=UIWe>Lk?b;^$=Pl7AD1_YD^A) zVJ6hKAF$I9<$vS@xi<(%wIm6$f=lx514A_|$OAC4L2dj(!q8Cs{1EKA%aQ1RKN=TY zj>0M-%aI0<<(S_}ojDw1doz2d#)kqb z?4!=C!l))u)NfeiD92xcByyDF!}P>QIrypTCcE$&uD4j%YB2D^H zsR+};I^$O(N?4Wry8%D#>_&cyw4HkVE$SwbBK_!0!ZC#I>BR1>g2V~Hj1PL}LLasb zfMxp?Kj_MM{RTwFFEE=t`RJyh{*=FUa-ok_+$m(RS+o9o9Aebp`2=}PKLD>lqcDJd z3FYS0=*dyuY#N1^FmLwTz-4CMtc9g3Z}u~2S2k~!#)hup%6r1ioD%w3ye9tXnKygM zW-n)PU&InMYV6{qP%6ZXq#z_t;v6nE^wq*PskD8zHmnnGCANW;p3glg*|p0cv>1`s zDagFs+Q{bCRwG#tl=q;MMH4urt#ZyY5T!*s{TiW_;aMa;)b~`IbtIgQ;C;K+tn$H0 zeR?Z$zld(#j6LiHI`!{%xvwIHT!>sg5a?x7{aR9z$O+p@W6dLxL3Y$zoI*g5$rO;N zP^+MFOdat$d^Aj3<+vIJH>x9pR&o!h+%_j|q@{Imcat?_+s+_=SBdi-596u;uIz$% znk^oo`A>o{y$kJA_wjpjL+6DCpUP;>N!e)G#4(NhJ`%w)i7&>M zpYqbTIrXb0P)gak&k>Y*y9Bu=^J>d2hY+*u4H!(2!~k&^QIx!1!`t8&S3; zAIDHC{u<4GDE>+a=G=8al=>1H=eb}`97~8AvJPl~`*?t4c1Eg-EvsG+hvwF@m!A!) zSjrx{9q7vTseLCS!PKNze=alenEJ$onV^U7dhdgBVh|{b*=hWO%>K9lRBDie+L-CY z=h9S$;wWTBE)x=F&qU*bOejPMVL}=}m@vPU3Z~v$d_jnzmEWtc7zmc>lm)TvW=@%J zt&fzq22W6B-246t%l6hW$Z^{nos9x7P2w~BO%O0cqC?$I8S~{ z#oXF64B9Esu_VYI6EF2gE3#AYLZCu+3SLA{yi>qWOS4mOc{0W<2SW;N7!#?6 ziE6uDmDo49J{LsgR^m7YimTMxIJtmZ)W+5EmaE9eL=~3FCO-|V^vauZnLU3;;q|6% zXZOtng|%BXVj5j4uv(mDeFAmq}A_*)0yqlAr<@OrOTbo8G-v|sKA+J7kn z?a5t>O;NyN`gr#fnbwMq|I(kuPx_g~4+M`tHKkGxy-JUTCx3vWZxUUgg}bkIvJ0ii z81Zp*uKZW_^EKg}BS^sLk>n45ut((&b{abK_NY3KY%R=Fb%gQOY_-|GdjUt)TKiu> z?nMRPf@K5@U$LZZ@T9WWFuxhZVlh`iO?Fr9Lpn6)4O5^>m2{H$C?bC)g69Q78K z(I#N*E-C=MeY-X!O&T)!G;3muuJ_JdCAl+)Q_$_bwHglE3JJOhL?vUY`X*Zx-oZiT zmh9$LoYD8GYZ-d%=G}^oJ7I~|bYm|cWv;jtZraW2TnqcQ2CDkpWF2)PapJX`bqF#7 zL2*rGGY%F@u^YZEqP;-dhJ2WszS`ZGnQ82$O-R6qL*VNxR7QwrgF$L271*lIQVage z?gc)K{{w`7yMA9R>-R;W>o?4s-ounX4DGJ*Aufw56N&lUY0L5q>lXAQibKC=fj%8l)oL z*{VA|7l{aLWq)7*jlV$S4aJ`eft5p7ic6@5$!8c?--k%(b$zT^keqGzk&&aXR7XpSbJ`Iq@_*bVJ7y(;)smVt@ z0wIkMJS7;ItctrBRRdw*dxJnx3{2w}WZo2$olhy7jDroAuUZrE7PT{D$5;eZ_W2 zkI}FwOTfO;h$iQ*3ZQcVcrF4hA* zTSH-?r5vy~t)mKh`yzihb&5>~Q6c%wCY#@|$lmn1H|xFW^XQ59ruk`U_NG_KMJ?mI z=`t3?8|Hf)U^_c;fGyd)#2)mPWM9Lk!VR{Uv02k@E=;u5O&|Qzo?5eo=m?dWqIU<4;S4L2Bg!?&01 zT;uDho5c3=rG3&-oFQl9)+unrrjXqMP5zQ|*+eyWq8YnvJJBf5?s4~<@8EA8uut%r zS5%pWJ@w}mo#bnuT#Nn8Vxi0|j(3+_atit*&DSoM&L&6NAd^jW208U@O7UXuj^hdy}zZ6 z+B7+{gd4S6ftbvVS_@0pM(sstS9YV8#?~9PB2#%Q@e)NVgl@lv-3%@EA;BT#haCfT z1IngDJ+|#FYpYuAMQnq~wHSN{8|`5<=uD+t;I^sSuByY9W~;VrH)h?$KOxA6;vcCA zXv-?s{v?xiiM1zV_4@{^7K1xF!0#5m9~1kef;B3^3=?Dl6`Ohgk&UKS6rBshsXB8m zj$HwTI23sVPpw(_DNX)+}_|;`76?63-k2KMkoo&p` zEMof?yRHrFbP)NQ-p^u8NHxk>qdB#@ zS;Mw3Zf>ish7zP%Qtj#SW_2%51BW_k;`LTVB1$;cTWtZ|mLXw|%K2YmNnCBRV_k8= zJb2%0m^2UG_gX_7ykqk4yDkDz3($stEI=fDuE@kK4q`&t&8!{g7DwR!V$R+VX?4^s zz60RjAaJ>JjZGNyYYU@94@R=G^?qUk&}^}4FTFV#ZD_YdU3x=vrAu!*Yr~hO0j8hE zDR|B{2S_KE4SY@IUo8U* zBn(4CcLkM&$B-$09HDP09-)7V?hd+mr(=s2?VP1aj?ReTr9Z>zJ;aUmHp=1HC+i42flWG7$ArK~y;B zz9DE}#kn+ELC$R*D5_vJEce(C-uIRfYnsP@OjsI<-xY#kcZCsM{{W2(t}tPNkQGJ) zZ07;|6}HWd^;u=8wPUCvOj{&=I8iMT|E0e`{!a)N6AOg)e?Kns3|}DsH)vqBKxnjr z3*@p=Xa$#V$nF4lQ<8~7=B71L_;{){Qyhlz99(N6@$+PYMY_c#;MXp3HBhcE@il zzCOhC&hK@X)OU3Z_DgvHPoVEW(Y`};5=vzgqI8JFc`5Sx4{~yByiP^yM)gH+bTEV0 zkU7_~k|S~}#p|P8=ZY@NFIKY@^wRHCfDUdK-C#%EqSjRl_j$@KcYNJiw32^a2|tUv zb8g|04E;o`Rl=%iec_hS2w~6Wq7Iv`q!6GBs?Pe?fxd_$vRP26$e@BNO{Lka9<@a6 z3(L+=7j}MH2snZV{$**;gi1rmiHVW4An1B;(X&U;(=LG? zx&UE53q6iYwRv#!h7#V=Z*Nf1DyscT#2~=(jz0cX!N&a|*l=YZq2k$$itG@gzlD_%((~iFHR8U;LI#Hn+UU zdJRRNlO>Zbs0*-=+5~}_mtdjy$h`kJWZo_dory`mlP6t>g#C-PDZU6HE z9CJ~>vjKNpTBI%5!0e88%b8PUrl*9=)a3-ancze;E@-9;MnX7&@F<*+-%6S3adEB` zTP(j<-%KZ1$V?}m=y3yhtl-i6Gdk5Ge>j!IsuN7$)0tF0zhRLi)~z6m6j<6uPn^Wc zPfL@;I;xT$v3Ph}rE@mw=~cuTIuy$8mo&Z8I7dd9aDB zQ@Lv_Kaq99wC&t6@I+RN^F;Zi6BC#;_FD42(X|{C-(!Fc&tkO`jTfk!L>B9Ya?om0Jh-M@`Yv)^kzMb6pW+bydAC2;arkkGkT>jPpyTU7s`BIT|FK3+BoUwd1*xm{TOaM8=?CopQwHn- z=H32#Kfr&3fiISK`_tS3vh!|bjKI9xW1f;{;>CUB-3l1Ky3WeGm4)5=TgtmllZ;E4 zce@W%$jrO7uyp0!J{|4K=H1fRlwf*s;G1;xfT#XGvror-m2t`ViY%nIgv05SLIi;VeylzmKq*Q&KrcBTSCbh zUq>w@?aku7XIjmUOAyT8hAMaKE0l^RCKOVx=J{+&U)ej{GDk zL4|fm< ze_7f-LumW-5ZdaHk0LLXBzY>@_ek;CF$S_eOi<2LFGx^DwH;R;jF>~X#PBGkc+co~(;(yM;C|D3`Th`V!|MlWtmqL{e-?E?}c{uC2<3seF$X@=q^@ zoL#x+@%;an;{WNa39?dG(v@40DvSz&XgJZI8^m%#%}4Mo7f+P>Q_bkYUoa_WdRK`djl$lqptg^!`MYI9TVX*xSXs3!Pf}U$e6y83-*}5;4h4C{wQc*l^jE(!H*z0)I*i`&capD1!U`fltv$lKO6$N zE0`%;_d^VNA;B!D4H3*lkk<)rT*2JglqOh1g(_?M#GPkuG)m#qedSa9!4SM9))kdg z`oA)>a8~<|pn(;u(P#x(ZB1XOgd-K+&|ow^{B~x>L+PKQ+gdI&Qr_t=7^8)lQIH?P zj6|~63CTQWe9>SNTV2H*td!GuIyi87b_fX)d`-!eLujAOIMgyTSA?z#8d&i)jaHDa z7Zg5&Pu-NK2^PnTvPXwq-!r8)6$WZ}F%0_Ah@KvAo-XAlGTgXp{N)>Oj&=S-!rxH5 zAq4mCx+98TfyR0J1x`MYFh|I`qXAOZ-Hu1XLrbwiOWL2MZO`&{CvJ-`VRNR504Lb5 z7NGOSh+sBjo)*FfiN$|9D7AxG!B00XwD{wofz{%t(TXkp9fyEj9_9@$^|Rxo^0~)d6Mw@ZZs~)lR|YUC-YmW+@n_)H`OKnkl(8x&?8tV zpeMOd-m!(w?&UeNkfw%h?!ICL`@$0X--OWL2qAQ04N-#PSDDr+385)L8y`UjbuRy5 zJ9rr!LjM%?5>v4Avn=d5>9P-jT>eK2Hck$~hAR|^QBFYPf2$G?FB_m7X|B zlAo3)N%8{P8y$~ZjkzA_k*6opBTc)^#K_JqgG&r_M&ks$7ba_*y;Q&GoNB(6N}==B z_VmE6pPb5Fbv;rhP1~i!j4k?ktU(0pB}5~fH%9kJf}{bhj|556HeR5|M1rIwDH0I` zimw<#C4aGLcgbIL-A?YshrDA(PlG%w)e(*I#GjYySnylUh%&%fR4ipi6o$*rh%&Hr zWkl`7Po*=W(1*#0qM^=`j3_l~&y1*5H&RZ)LpaM@Pzvn6_R+{5>Ztu5qdpb6WH6LREQI$pCp1RW6LME=2?NZ)d zxIQ;Av%sfTYx~-=b*hAwU%Tc=?ocme^_QLBXJme#3Yniak<=8A0Dk@+ z?Nj%pdK!@HI3Vs!wZCZwto(l~IoE%cxq3S>hvOWe#xXw|46~U0anO*;v7~We5)hVC zQR`Tr=N3d7M0t@<4e;@CcQE@OOaBzLpk4Mq61;H~8s`a3C*CWl^=+R-8luj|aG38a zjG^2msSmMyslcboW)zkVh2`&rTHc<|3C4*ev6Y$xW_`OHXYUFj#^oWzNUT-Lj=6;C zk>cz*40QxSsu^1TuuO5Iz;S&D94=E35Z5vg`7~365O_lfK?4vW#G}t|sf>3mqqTr{ zaPc)x(2H2TOg51BN2!RE>4%HE zbN}>t_}^pkzm@pk$j<$pqp5xca$WaRIq3U4!|WN%*C+0psr7LC9+T$wNy}`<@3sLu zetNuKuHVV-yylPsHZZ^MHMwk+@AtjJwCyY@Vyx$PoP!4~{k?Z)*|1sjdj`NXA8L5| zbJL%%x$LCfqrb(Hv6GA6M%^U5zaxkW0)ln?oR`+;b6&3K$R9qGAIgO?!_)g98s!-+ zdMb2f`}+!hOP*fZw3pD+dj~+v^zO*N3)H|g&C{RHiq?s4au&a3_r!+ zC*X(T@2NRxYa!Q;Vbf1U$|5pt z2N@(Z6Yjbh=ve0`&J*Z3Z_I*WHF1#vEnH35X~pZPn}nJ;-lfC-2M(pY4g7}#E6yq7 zLnlR*SgoPotmxp$2X{*@xEcClGa41u7aRFo2fSqP!h)InB`2U+?Fa0g!C?EMCr!JP znoA?w5~{gNFpW$#XJP45bB{s0vTBaT)@n{zl-1msc%7-{+^ba{dkdXCa9lWq_$YQs z#}7*V|aW61}SS+0! zlq&ODLj*-}Qv*aj!nl7T*m!pcHgsr65t{ticcOi2tT6>YiNN)UK}|2TuqaNX(&vcd zPn4L`QJB-mWKLeVHZQ!zD(j0ugQ|cnjRY%=@R^E4XYnLfO*ijo@2mHRc1e7j#z+0z z5ZKu`RUANJvu`r+`G%>A%L!t$^#R3oRi=#^fXMMt!HyRoy~vnSYN7NFXQwWb0Bu>h z6SyiG(N0+@N1;84>~U3(O@PybhEzO7;}qnnB9VO+T`uye<*UaL45(on0>8^wBv~#% z<2?Jw*#r>OhVT^)AbgeIO2vBrsyL5}K+Nye=W&AN_X`Z5V9_c_>t#nq)C$L)IjB1d zo!h{TTXgQy4Io!`Ra^B5a@&sr^POw&dH5g z;dC>Mm<&pb4KhmF$z_6k$M^ZB?I5G1&V0LE-{ZU=#rgH#87602;?)MgaQD|vE`Akt zlW>2JHKY)u%JC@=$4^P8*S=fP;b$Mvcjf|`;rPA-jq(J$8z}u<{?-A~iQQVC*Lj&9 z(EV6HaDF5hPG2&(B1O-MJl!-3Eup9TT1+F;)3va4dAiR*yRx1xjjcUh;YRj!@5k#x zp6-RWkf*C7x`l$bqnS+jJl6gd zk@;iSZMpWk&9~e-e$&m{Z{2>)_8W1>CF;^pWdvkE;Xn)O>x@Qwr|T2bD7C{kj3GaW zc9G}m*ufjEP^B9*nQAoPj8l1pT9aF$xXxH~Q?t=-Of+VqHPUSx8AYm7F%J^X+K~*J z_E6McMwG;-JdJUG68#fuVIM<{&bon8ijK!)FE{GGg91IssyXn0Sp1(S_&+BE|7@;1 z$UlpbpSxUQJ$@l%GmmlVCj@n2sLnf)l<4_~GJzp+YosrJ|Omb?03j6WE!H`F%P{;J-K zC&`O@5~q)sMKwK&b@BkVXO8pt@`tBS(l0t*>h(gqKGV{@DnBs$1ItcN!>q9!pGyA} zUCz@~?BRCPf?<7a-&;wOokt6{u87>E0-n(R>@-U{;||ewsdNTYG<%@OHZgPG@`3 zGz0EuY<_Y5WMe`q{nKgiZXhU5>J_XbnYxDx%gI$H)DOzWm>Ov<<97A_&{ASiD6!Yz zHO-z(tOZtTOEO;vrF~QO{?58;bE?&7;xgx2Yof;2uw*BeFgZr{ch2vkz*u)T32(=8 zV`tZZ$)7rSuf4=abwfN{?cPZ|rF*Jc@uvM`n1wx$*W_|azFYMQ({>s0WiwGu=|+#4 zcgj!xynoNYp0+}IW6)^OSRX{A zqAu3^3VzGEC)8!V5M?C=#^~<<|~!RwCyYtrmRLeF@YGpB)i_5btcIx2IMq} zov%ymbmMi@O;VTa>(V9ajiXD{8|adK30<-!7qSdpvKftv>XMBGzvYAv1B{*O(&~~+ zFk+@Iv6%1DC67V70q7DMUh5JeuB3e^JoM5f7hF@FnOLCP-=hRyl7~@^_Tb+5M$_nx zqMsYyjh{t;48`{-c#7+YGpL2=h`nYqg>=N3W-QAC;X2}F=tcbPU#BP55&V>;BLv_w zI%0G}6Jva~-djO<7ruy#=ys5;9iBF5?cfjF%jG!5{d|~o;(%4d+YJMx%gT>Te>628 z{Jmh*x0<${IK*5B+5@k^0|<(W71-~zqWgKeS$*$Mq`xe!f;Z2 z#M4=e97g{X4*p>uC4LjlRJ6!{n@JbaA{s~N#4M3;E%InUEL!9-^u$_(pR%-w09;0k zTp_ipYvaiMn}8ok54xyzZ>7>5zZ}cyFH^?|L+5SfugvLoxQdPah1sidE5?9T!$r9q zlmR} z#A2VZwNr#iDxUZpcZnCQ!3q`x^c2PPvr#IawJo7auNA^^@-M)xUaZitXbc88|@I2 z)iJ-&t|?ZTdCeiBpu^a36)N3|Cv6Mqt4E=>*=+FAa5M{Vq4D~+L z@Gl#&JGs76MOr%8Pgik}!yjBtfiGPF#*m2v^j0UD4cszCtIHI{H!O}y5S#3hLzXUg zg9}?w&q3}ZiIC0AR2txi#MGl67Jh?+h*&!9G87d;n9+uFh_N zQd8)AoHO}HA;70Y2%xj)6_-+Kz$ei@HMgfXNq#9w3@K|-iVy)r5Oc~ev6N#!eX9hb zjt8Q?E{O7u8F+WYt3(d(omnqzX8t4y1a<6y#)Sh$Buk}}qg3V&00EG3wcNuRq{hdO zvmH>Oe}a5swE&2&N276`i3}r3=T`{}WE-6HsXBt-4DeNNjxRLrGiI$JUU{L-$*6==$H)@pouX04T~gC ze-WsVF#JE$6NlmXDI*N8!q@$loVf^R9(Ln?N90~jjjPgSy+iMh?N0bf=_fPf-kBJD zP`Yaty%T@VOM!Wq&f<@+#U04>@45lU^nVDFW?R7dG5znEw#$h=yX*VN6l`fTEcG`d zuGoY<@)`M4&)WmGQ;(0JZW6Kk6MUM9+IIrvN6GI3tc{O*uUB;RpFY?_xnO66^G`#g zJVQ`Nyr~r0Bl+7dXxF7ft6pnp*CmYhi~50fbuhHPRLhFxr%`QbWBEs8CYiB(3r<%o z|KG8+1`x}q;dLxu_>=?7-%$%Ubqm{#Fju>qHno+6 zHWA&BCWf)&-NYtC@g)5d#dv$s~ok*L6|eTEf?E7(_m3XR!$P}3fs%lr3CzT zE<5C#55HyFcAh$D>&wo)D+2&4nfJ&*9BnMPuMEetjqol5qafUOPVzH{?fl|*Qa1@3 zVPO0Ff0GMihC%RQG%9Kk`~`pO7z8FJ$Zof_U;Ou(`}<$&2jG7W2G|!BSvEl$m6p~f z_+!i@(HyAQ zJG_Mo@w*l)*xn;s1O`UCPUl&u0xsDM&Fb6~EC<;!Cxni2^u}yIMyQ{Q^6%Jz9IJ$E z2V04!_JAX`2VA*+EJ|zw|4*Kx<-Bu+^P*7Bi_fMOvQ2L}Bqe&9sI2#%LYvT*POv+B zZ8Q&Tdl{)Ah7*|$IgCvyBmL|yUn-crBm}cMQmv5t2*`xBXrH=k*&Ek8a(0*VFzoFh zr(svz_`>_fTT7q-MFQe2f`T&p#&-sRptj6tT$tQMj8qCZ(eCS*Rlq*slDK>e8t0kw4u1+cLim#gcoGkg-%4#&TvHqtk@ESy`fG(?8RG%` z{mGHcjb2ACv5}f4#S87hei6fB^e@mqMXlAuaySX?|52b{?7BrRMYH*HJj30CEi$cu zEz^`$vH~nq*Tx${JVd!i{yx1jQqpspQ6Zj7s<)M{C_iWg@m}wBZM)D zwEtFM0JTWIUf@%uP=sMZVWCAL{#<@b1&=mngZ3A-&j_h&A{_o`MFMnJfu<6m+dxko zpyQ{E0G$eb^}D~g&a&V5Y;_-PG4|eGOsQ7W-A##L-C5neEnU#=_S{93AGEv0v>kj& znQk0(1@BHt`$npFru}5(2M6WzApy5uh2VlcOvR2wi!;$U&k%FMFhaI$v&IP%Is^PvuzfIw2{(iwF2TpN zl-D!vf=-0o7&N5fTN4$p)lbeF>r+#Q|1xEm_*vw6&OG* zl2;e_RD}tJVM1Y{MG_Du)W)nfR`Q2ad3@R%h13-v6}feO!y;kA?*bJPCj1^fahQ;w zmL^R2I8JXx`5$D2_Kpvp*`37aw9gC-cJ3T>;+r=r2dQ#W1c#ijm-d*!@sq-4ns5Bo zl^=3E#N5=_9_**C7D90N5J5I2rA80oRL+eYYtY~8z)s{BecqV3&8Ev%SbVVBvL%RV) z8) z1hr6=Qq44c>6B=uv(xpg(TQ2JKHn74YA?f}qSbz#o>;5#Q-)Sk0GG;6pKl@{$(pUV zVoS+Rx6QNl+Q1XK-9dY)wbSg!bjLgDw_}g*s*4AFa_;SlUDA0iU!}d(v>kjZtDSt; z?pekCO?J)PS7te}KKp=yFHRI&tu+X-ytuSl`hyrTQ%l>W(WRx|h;{?e(lor* z(z5zkOTSs+0m0hb8!|TDhDvQWE#e~Dxs@$C)z-$PM=UsSo{cgLNqg9XZFC+GZz+8p zrvX}xnVQkz*VvxqroVprGTa?sPAoSRUz*E#F2`sc|0bHb==h6O39LSjE-N`tj#uX-7IbdT$n9zU&h(p{;StRrluDr z&Z|}XNUtNxYKaG|iKlZpB3~0vnzo&tgZ9O}iFYaEMUIT2nO12Y? z_fR(pm3#!zMX9tt??rlXE_4~X_yuT`w-{Zie?Ncg=;A}WZpYPcU@F83jrHb!z44{Dp1lb8kdktuPnX5U=)4YpvZBh_v-?!yQ{4> z>E&shMW1O*)o~F5J3RX+i)47^x=Z-D7>?}ocPmFmaa3cXx&RelhZ1kpT9vs*8_6bj zk@}v8G9QgvwOVDm-JV~+dUb1}KEF6NRc}u(>>8^#RySrQSM9CeRbM?{ovO7~-(+u~ zy|q5yQsQGpXQCK%58n5R1bi?Pib7~tcW1oVaD5|VKUt>oD z=T(Vzv)t=Wp;Wc-$;;YDCMV7ui3*(*#`6zm^(caR{BBoM8Oe~~LFQ;DVxh3Xw4CZu}%&AO5$(kS#)W$rG3qzZ*n~G9L{5?7! zS6EXyUzl|hUqd4f#T!GQ<*1?JfMd~k0~+TUFtonZ4xJ!2+d!aC)i$;ofXFe#1Ndv{ zT)i&B*2JN8W+k8pPX-MvKE^|Ekg^c&6evBW>2b(wHfTu2Bs5MzCV5N`$1slX#7kxF32W=$`CdoNi@U*|*#+UIM7IDkp2PnlYe?L93Th31zZn<)G`#pDZq4M{djlF$^-EH#{ z&iF~T7xKjG1NOu}4Mb+E(|k|-lcw$9W8!w!U2b^A{Y}NhomWN*u#|kzz!>g;+xf*` zrfyOka1qaaU-a_hT<9_!@b9Bho?y~mD{bZe2Y>52;7Xy`Ab5_7IcX}7IWoXI9*x4l z^96xxzv`)w1D-~WrFFo+3gl%v;1--N2mEi*ZU7EA4Ns0M-J2}@$KK_~@w$)$9^I@R za0swG@4NShW=+M{5KF)S%jb;8?%Y4U68{_7xu0f0r#%L~zvwJ^6)N7Kfbt5!JnVN{ zyK!0k?wb;iPtmy02!!2b za=L$?MjVRY9s(_UQ;Gw~>Hb{?H+!kk;?ilc{AspPK%XiPMh!sZcpkU%7t-0<=?+*B zIp)ych9E$D+|DZasDS8kOb?Iy^Fc!@4xw=ha>!|Un1Q>U`Mb3UzD1)A#or8p)a4HH zwf_~3^K3?kI|PX#+(829c|1UVE9Kulr#LJk*7AGxIhA0UD=>h9MJtUUUt1f9#%$~> zdHein?Q1`lp4ivsr={_=SGQ_7r;Ll)$N6TD0twvbbZ>ws`Y7RbuS|3`T%X)Gjw?jq zfa5`K{<^6#7(qQniMYkpbMIO?4ZD}J9 z+cA^O$b$u^EAns&+6^G`K*K}ja^yi)7e^j0#p^35331ib((9Aa@1lOL@A^8Lk6|Zp4p93A&oQj zw1k~ZAhbF+$-g5Sf&%xHLZESqqO^?DijUO6c4|@lkAmV)hoU(C6txf^*b&|IPU1A255vWus($b81@L04)^-FX z`tkZu46M6I_Mo<`WOv(8Y19nKaLg_M4(xubdkAo8DL7uioqEryUJDUdBc@bMTt`-m zW@>X&e3w~+Dvs>Kb-!z=P_gbQ!heRxTGQ3}+MR26Mps=$4YcVpGSW|R*nbnUej|je z+VxSCJpn84t7xCU~RJ=Q4W+V)g@CpN3n5o3)&@_hPvqNUX zexhO{a`MkW<2=*J@e>90*$Uo?BB%j~U_TLjdDR-4#DGc)II^LvT*#9NX)NoAD9ttQ zD}!ie+^a&coM2q?Q7>mi`=uR@(PB{#Z(sO>-w-soVptlnAj3Xw$x#m;U)n(o!s4gX zyochah2YFx7DTN((752T5WsFW&kq7Yu|ADkkoBM3pJ9-LWWAV|pl8eEucjFe#jgy(j?3g!sN^@$xFC}YAw!s) z$S+Ku-%7>he#mMf*L~2@Y_WXudsQ()$6oq!iXIxzESTJF{KLFt)0S<2y29SONmtpd zxSK*rQr;{|Q#yspEdQNQ_hTW{O)NjU>+>T_;J!AA9_P-m2R72CS$vhpUy;dvxx{3t zWXZo|P1Z5Y&Mq<&sH&dd*@gIhf&P0T(7Oxq6oCF62E7pT%Pd2fpK$X}f*a2WJJ+Rf zasCY;>?twJsFUcQ(5+6ja*2zNNBdqD_lleefSy@DTQZ&}u$~hFt4qdH0q9u_XdyDn zoI=P*m=H4Nw^H)-bH!Qe|7Y(_;3TW6gK?H&mKt`U2WSQg80em{r`Z>WVPKd+LD^*2 z5u56+n(lgZcQsYjGc*cl6a+2f)(E(u@gEZtqA_k!6WkE@5H~(G3W?x?M&l<2KQ+<( z&vN&7->Y|DRrL%8eu?w?)w}ned(OG%o_n^-QX;)qTb?2;C{NjRmEKaoBMlMq+?U=+ z#5hXx7;NRrByBg$665$HAPdJhUX4%WccG_V`CTx>w_ItARlqVbJ>EXh(dT!u`$+V= z^uROWj!b@llma^YH|!RJ-S**ZPhFGgKAeVXyHJ?YwR84y5F_=%*n1^~=%9J40y*4= zqo*6)g5B6Yoai531nj&8a;?Z_eWn55J=gcx&zXtS;H2bjs8UierhwBjV@;kTY}>7@Gapn7?ih! zAK(*h3G|e(B}5ExC)w!FY&5~MP^v@0=?oX5dTOZ|?Gv{HX1%mb^dpRJF#28Ht9Qn6 z@W<9Oj_Q-g1M-1nhdZS*CuJ+oSQu#`C&7 zke|ZPWGWkTZt4KZWn*{@r)_WCP&#A2EZ1BzMy~HVq@f4gsVPA zm)*)+1OdTMZ5p$jGn$?TGDZGT?gV5-7pjs2vy~PuQNAyx(>(BlN95$uqKoA+pGbg+U_pDIw@{Ru86|oIn_~UAcSP!bU2L z?rR&6%|U<&j>FM2ava=kD5YT#YJnN^G*y#}u0$C7qsv3)XYwhA1zZA+Gx8}DB!o|q zj6OcSqU@3O<(^3T)MG^>1al6HqJXav^18sHFAoAluqck6kwrIlj9j_Yy3mtm;CY-u zfAq$X*_#ZEG{wx#fGa-a>*2_MC%1;ojvV{lOX@Dz@(^MhTyt1n$(f4?E|I*>?{!h~E z4DDn;KkTp-cz)3f<>w6HzlT6*E)=`~<#7Tp6La!RLYNb&`;80(h=uai44;aH!aNfS z3oeuZXR$mkNsDUwaKc$EO#>i8xtPhf@aWe{o~R!5G<|2d({o`ACepUKvcbWgx~)wcUpFZASN zj(~#s8~XvwS4tp|f_;&Kk$J*i+Jh5mZU8;M=tAtqaRV$jsKUnp!@RyL*PNWtHg)+1 zPMi(L;#o-rGQo0Nf<|e3y6M5an!Yu_+a1`6wG|DZe%IHcXB(3@<^gi9Lm*>!u>fG= z9RYcQgULJc0QrVsAZ-ceGwP#x*vCJ;H4i@@W|C+g*5Jg2;KE|`aLcxfKy6+^bo zXTj@4U$|)=KKxRUyI4RIMQ>>g%EyY7xkeL8yX#Ax+kU4wH~IpO-5-5UfFSoSTMU>4 zMEHAB$H$afY&O4Nxn^@)wL9~i>q}EJla+Oa4I4Iaq5DDI;o!hT<^0K7^V~|k zGB8v;VW@ZtWI@5pbK&Lr_>$$5Z30^=`;^BP{X*mK5ys#5LhvV*+HYc`!=ASY@c(Ui z^ctn23yhh!PU&EFpdRLJuBJ;{#?J{>n?s@(0GQV86hgd4=fe*$!Jm2>Icy~(r5P8= zBE&Fd85n#h!vI2Ylzas`7k3cTxm?JEvL+WQG*la&4QCc*t#4W?Yb)@Hlr?(ljk30? z36`bWY_m8xHd$(rz=%~$SUul5IQDW_H0(e}J4JLcDE=KO&q8enF!B!-E7y-z$lgCP zRcSP!DD@cwmocCNQiZ!iI?7rnY*~L)vvPfNU2%XWF|c8%xE^DHARlXdq%l((t3XDU z{G>RrVFQGVk#DW9wFk9u_QB%-^QKxi@eVcCu0^@t;mPLw)0|fJ8ko4(S^y|0?*Y!o zp==z@N@B_R8E@=)y*qu_95EXVkiGl(RvJdnFge?Qi%Pj~P4reNzZ!6psFZ7P zVoLb{wCjRWj>Ai(oaGQH<*Nn7+Qw`ge0Hf(X{;-*o0(fjTg|#_YE*jQ8nG~-YK-_q zZzuW{p!{26D5-o$zcPYETKgw-9R1e#DtZ+AU_rTy5ha{bI?b*$Q)znwnVUaC*e-yZb=T+uh6RkQ-1kXq3}2&^i8#CRA=D!j%m<*>J*JoqWeBjQJckVJP1Ll zS4x=ng>NXI0q5s&AOu9E#P+Ur z5MzR;>!G4hROu=;AQOb6W0;U?AStsGL8R&2&vZUGl+MwC*n;DM`rt8b+2cw)3TS1p zJuJ%c9x1Z&crpSP=#(cbbzuk1YtueS@{#C{5}?Y>>nDdvKOUKFRwo;BOkf4LWv>j! zrqyxnS#%`7)$lF8usL5s8F8hBA>P>1!ru>0=yFh=l(g2ok24L)l(F}UHE4I(l*$+B zX5ceb+l8jJR@HYCsF*nXMhK`p0#1KN!T%fOr{yUNRU8d)^nBuOIRE!l#c8cbAmF^c zQ{n>p0&lSz#+cr-4q)y;@8K=9_{0zh?6*Ut>~eXOg*8srkbUKgmPpl^t~9sT>er5d9x^%CfQ?WLFI34kUnv<9 zy&bRsE9J{r#9bO$saJf@>v7c zdO`ag%pGhP4g=-d7;6rwf+WBMgxb{#Xc&=3P^QNqvKeZ< z$+u&*DX5oPZPcb!ByuNRXo`NEDf&@GA6{VgvB8wEC`iyT&|_>FJd>MOZfPBVAv69) z$@i{t)Fmiv^~d;WIP7%gm`gPuwcqFWbGlOddk-z4-*X6@%@XuK5&Z_cajc~KI4mO} zi@moYS~8O+sMGa5A4Iv;r^82BC^wEJR3GcEJ1`M|X`ou3kCp+*iRzMu$<+g*ZvfUZ zs7p{O*t=^)kD@}hI3k4!VUP+FQ-c(yhXj4S3X|!;?c7#0{$jBh6OyEN2jV zb%)uCPDYfC+C7-thD}n-RzK?sQr?qT8?9;ZSL^%~b7PqXyW~6x3$3y&RU~ z-O+igRwOBPf1{@1TaM`}ltw{xFLs0cq}_ATE%2^Wm4);r(pp+=xKS!J3<>Q!w~4uV z6&l0%e)w}h`0))>aK@#iSyM(RaoF}dh1%%zI5ZRi6c9+$iNl44WlwIKufi6*ZGJ|9 zpV~~CtK@9K9^|108e(Kvk6LIRlhF5IP&QaSj89~+qNkWih(y@Rhye!5=d^g-(%Mw7 zG-jtN5Qz=@(o7BV+O*Z$RitBbS(&g;%P5s&gC$C4UJz*(?IBk{#yTI|TAi$n%#@lF zaU=JBv9IN^$McI~En2m|7OdgttMpa-glgM*$--?tp1IQYqmAFo6si~vk0~pk`-_gz zaDVA*8El`lcK zv6L@x{lGRTrvM?yP!Z}{CEvpvDi(`2A{oIcga0IRSzO@n=ru^FT`!;p)V2#zzK|;< zsI>~E3cx&Ez)}Y&yax>-Wuf>> zWBN+Q^yML#ma)ngU?YxIem*?HeCHqtLkb%9FSJF$W_R-4nz$jmgki&YqYywFz*L8` zuk!4z>IJ(4Atl!7*&gyGK|_kfTpR}!62!X~*@hN&Qhqc-Q220IYkkHDZV9Wr<)C6> zS!+2cRil%YDToUmn}5^1WU1D!Ya~kH$wug%PA^)^gT$Qj3E&uWyuZ?jh(8~XR}n{d zU>6JzC}0pJ%!^8mBVTx6*7DmOMyjG>vFrhjZzuX`06k4)+&gntYVY#COJg-|%`kw7 zdmqd2sYsaQH69Afg&77Aut>ov^|17zgkM>1WUwyO=5IG_?^pgefRWYo@8c7x>GYJK zrVCv*uhC?4qcREC5LL=xHK{j7s2F<=%gM7c>ge&&5|#AUOBYUu^?}vShH|8c`0jHR{Nj5{u?sdDBBLw`06dcO51-SA;>dojQ`+o|oor0FynzDZasX)&9eo{i0 zHt2&=(UyKf(-?_XU^k9k<(Gi4?y1|YEF3D;aR!HU#{U##^Qz;lq@F^)C{0Y$xlV<&pKg2=Ky3NNlFOO){`2 z2>uRwP-KbTir~WiOaf}DoI9Kyx5Y$Tum$e|Z&p)IZ6>_7~oEJfoIz*pb6O-;0(#J37np56X5ZZ_kf#r)E*!KYqtfgO5XxxHw&`^ zd|5E9kt44)A$3Kx^lqr``Y#@Ug#?|NbA9oFVc5xSCtI_}6%e zevI8X;{Vg|u8ZP78>dR?&j6A1|E!o|9_cUSNe9wDV-Jcd(e4eB{=4EoA(r^)exdS?pN^-uyF$%%~1tC4fAiN7>2|f7&ABOiWj>lg+&B4oSW%O4(X`oHuero0b#^5iP zW>{FNB!PA2z+v`wrNh$g)PZ)NX|_8JFak=)Dfmxjw!_?k6IBb!9e8hUPkOm^xIcG5 zO>SOh7dXiS`U5+AK!cX0I=Z0ei0Z9P`hfZla^9T$fq_{5KnZR(7X#=V0%b4A{Jo~v zV-)fhn!J ziVvpTp&G@6JOPDnohb0<0J9xcjz&k3SE+$wBcALjz!C3Lp?tBV>w@ zdNd>O>D36$P>g5At4i4WuH5@2gKiX&;F+sVd|rSel?^+S-~^-UM99E)Rf@0U7@$9Z z;XiBkl+AzNbbz$Q$Y4;_imyUnX{KqLXRJ(wN1$nVCc^#DiZcq3*k-&|uQn&9bo_j1 zGsQL0ZxIUcjR{~RciW8P(@qw87vU444`;LI*5Gmz@E2E05EucO2NQ5ZH>8CY>)=b? zR)XwMyrL$KN3I)!zg4&zVqp~SFM(c~oHIHFDGKUEvtF8RKt^d1BKjdhe@2;9~qI^LYSyaSv?4=?A#xKlM7W10w19?isZbGy!4ZbQ zaR=!p6ICEKC7rY*XKsG^%o1bUMf5_4bRZ(t?7Q^(-g8s5#Le3TF| z2s5z*Vs@xapNr86PYxcJ zN>C&c^$UeTQk_ri0DXAT&asR>E2wV~u6{W%|6vchF=$W`)`uerQRStVv2|{fvnQ#5 zG9yUpbVLYH*ml(L3dzxBh%2~VCIru0D zyeVi%!RSWQ5nKDNPr<4 zz~-9c{M&c(*6m{-CuL0>zMQuTS;S254Z)PdOnA4=U-4WlX4-=k2T3^bmp$x11Pv<~ z3dhRIP;C$gBJPlsPZY4xgE%JK7ajty$xwSi<1a$vj10x-3}GlFf{&rfw#G#oTTBH4 z6m+E4`Iyib`M_me_3vExre@a(YT-hhc85vra0v~0ak^5x#nYa5W?1OXx#6i3g< zpl5Xj^}xoRccdmBEuST3UxxqWIeejCW-&C*$m~q45N1ab`H{vQ>_iRTAG(CzR%Udwb8VY~}Ge{v8Yg6DDcj6A=wJNO5t??O+C z2GO}VgZ}8*A+t9{{C?1Q6Ex1q^-Qi1u16yKxPGh6^@#`FK(uE$Nf$2N$N8vxZ1)=YcUJ){LljWZQjb8?h zGqOCBDum^cz|8XLtwci6YTEWw&AjrU$HtQMUhRV(!g4@{0R$}4`Y4Uh=|hQdc8$DMy<0 zXq_kh@2cBG*LiDpAzi=*Jne!U`x8;L5U%_0IEy=*>;C&rD`!plUH3Rtn!m_&-9MxT z*s*l$fe-)JYHHy=e2tdqN$ke);UApHO7b|9@`aN7wC^t32HhuW_vtBCJ}4K$tG^gv zwmr0Hj}u;f4OGml|IdKRu6gwl2=shn!DOZpdGWq3sNUAAe|kHwezFkE?AKrI5ZCtW zpOom=Z#T5<**^(KVb6Z{$S0c%PjLXXTh6c-(ujD~2rns%rHUr?Y(sms_kyT$5E}yWqTJRc(49RW$^posM=u92*OvoV~_j(`?Gw zo19h-bNiJu94c*0tfj?6tImk1#D`zISavNpw_GSv`m^<7kW}sF4_yh?vIw^KZyrUN4Fw{^A$Kr zcfOfaGART=B~t?1ZrD~OI}*TUmFy^dB9)Aul2kH=wiA`?%$O2l25V+9r#Z!ylaF&3 z7(FMeY1c2Pnr4C2PGLJN4Oa`Hx}D*$b2ioO9H*5nXA^D@#-Y;WgQ>bbOAXN4(bVgK z68AziyKp5=V!(D}d>(Vs{sg(wSoS76(vU;Djl5Z-%~dDt3PkO~Vzt z+o2UJcE}SQD0Vwi6cY0yzodz9sp5SEz7s0XtMSpbv7PQw@r;CyOv+tHeJB|heG=j8 zkM0v-%9UUnxz^x0pAHVY&|}@YS@`E zHOx(=^`z!{Jf0o*qa<8(9m3fk)daYH;p^yCWM%s?E@QT`>ABikmD5bBV^RQsI;MoR z-LS1Xb}N9(>e#FBiPSNAN>axdTFb*a7+nmJY%MM}r0OCm+gH3WQoFK5sg;qi!caVKHd%SZ?0BrM2NwS~eFma%DA>*kLJwln|V7V(RJ} z_IB@_oeUnlvAy{_0hBNvOoFT3QEG*EJ_~W0`nJQ3*-lgc=Cra^p9JGK4wbfLo2RL7 zssUO%1?}|VN^Chv>>>{_?LJdtfetiJs_FVdFo(!(R$$nywU3Q5|_(UfIdWxM4XvbbDCg_|D-Vd{Gv6{V>7u;H*x}_9O&8C*8 zo)S>QPB|qUZU<57o4Jd20oAtODL#+tNTL2{Mi9y`bscg|;MrhGwV<=XeYy3wa!Wve zdNFBw^RmdQQ$kfEz|qDuaILG`YhywQAJN?)&LenC>u=CpF; zvfnjC*F&kknDFJ|CPUP}HhR`9iHPQkoxB)AB8@bfsCNB>E@p z#!;I0i?NSXm_5JPP<^irRB65mA5^)OUz6zaiN@n$HbWu?4MZZ}UIfHkX} z&8%`(D62$gVhgVLs;L*fcCXmY)NhQv8jS9Yy_-1v#`(dCBcNWjdw=lKvD)NzP(&u? zpVx;6>o-GNVD9I`_^`?3>}k)g^>lQsC%9O758%yG*|<^}bRgIzq94TOJsABY_RbJ3 zN6$`If#ZO;Yom=yeH#^~J+@#-nC9F}MKWNB^(rRZ^{ z*>Wm9`+G~uM(=uOa*x$^s&vyd*8@dbo5>fnF(nI~Np?)tzeQzgFzb6!G+Xmzk z=P@QuGefU+hF+|_e~oeOU^s^#S+C4YLTzTOxZF6lux8EnYICAGy=G0ZRBXTkhZ~#; zor6$=XK(vk9cUE$1^Dut4vJw}E{4nEYt!S#x@;K(N~$ep2z2jsfcaOayL5(sm=T3A zz_GorRWN3wn8AAMfjE_H6ht6|FxJid8V!{URcq-K6v(dEwm0VC-WrgjVog3s?b4;t zvT|jn0^6ppQfj_0v(V+TUu)7yAVWIpg3cdIT6yT{^Mc7)Y+LC1PmZ zFGM}hIMaGu#(gSHKzD;>b_W3r{Op>P&wM%DSLwXA1f$>Jo zCb|a^)E~VK|H&gyaT<5GnT8>AvOs?H3~bb}55Se%LYzWj^sxyzRzV$4*j(Xy0Au-O z{94cW!#v{;b~5Alht4>aEf!G9KE#v%M&8L|CCsm8pZq`3r|FEkYN|A8NY@JgdG_ie zcoE=2jp_{Ch{9q7q)4`pHL-uj^ZjWj^Zjw?d;^G`{^=vEHM1(5{Ap_u9A81@+8r0# z8@SDd8FZW$e=3jG;L&AW4>Mx)6+hqKOglJU#{n)KG>G`li;W@pwStF8w0aocG-*v4 zD@_;R(h%55%j@uZ51?*kgtg$o)np8jFNGu@Ts>Sw>x@3D6{`(k3JA?B7fN{bimD(F zH?7d6E_~$*f@oc`LQug=giL}1?!N+T@1^RbHje!-n5kYF2fvgA{|fvkkKjK5B!T1{ zi(fu-VGS-MqDzhNh7n;eGhD5b1oR1NRzS(h)M%w#1|AzKR);IYL&Xx*bWgxMm4zH07p=z5a1)Y7_*>Tl}2l`P5M}rjs{*rUMwOf(Um=#X_e>c zk6|jB;sZ?aqw`YyV4LDsNqvm%PRYi#C9s#*t8kUh)nI+QrS%-RBWY}Q5^k*;fiu&! zBh3n||G`8rV9fC*mN0mZ*Jp1u92?Z}B}-P8j+``K@>wyM;@uCTK^VA`u8jw|1Xf;% zDn4TXxN?Axg@Y6N0>}M4;IYTY^NXS=X}IU6k~2LPZ?kIKdietTf#Vnx`GpTlwrcgK zpir1=9#bDL!jJhd@Dtz5z7~IBBX2|@z~?cZc(UZ!u_hjeHLwL5r5&-Qr~Og*_DcG8 zLc=L9d?B4&Lu$S5Yso)tXt(Eqw$TZ+ds%!dkglO#B7RnfF!{F)_v`Y&{TjyH?-Vh2 zJwpxyPxb(BPaPmy3>PiNDEV8U4v!Hnhu_sOd(aYluyNnVDL> zIntN{o%Xs}*dQD8x1+XJz&ju%AjukDoTb`-`#tDaFYxFJ1RA3n79xJ2byNlsIiDC{ zpuvs>7@P^y=sduH;v1sJ0Qu3^p+leq)qG_fk>7TspmEz6gN>Wyc1GHTsf4J+G1P;$ zPt@R;gF7C&4x2U9I%soH+C~?8QhXZy8^YfoJtC$dx3yIJ2j!OR6dM7N;JbzgFb-NC9t%iOgiAuSqNr&EUR=}}4NX&CzCahWfv12nSj1Ld5V59AOYB=vlg=#O z5kTWq+k6?+Tez7AwOc6SCC*jc!vGy};6~8t@(_(|-RpVTIYZj758h&Es=(CRF5R2B zb+!(0fpeL44}g?#AQW=Rc2}MIM~~4*Uv~FG;Z!fcU+@C_dFTR+eugdB>Frwqtxui@ zscMp>4Ltf5L7LF61;-|J1*Vq;=}J(LKaB$1V>(-(u9Sz1-tHW32i_@HuIIy+(Q(0E zJ>XLVcnCBENiPaKxT^u>)_T8p;74C}7c4@c*i&OJn%=)>djD5mdM^WMt?BK#*4DY# z^YM-Kak$Qw;!f5TH)HrobsB6X5X?;Xxz1Pv(|1;@$A zC@a!%1gw(yyTVL#D~{G5y)pz+lUdL;@^WaLky#jtA&HF;jWaGLW`dB#gsj7hDZQ1r^6Rkd zu&~yU-mAR}AS}yh0DEC?zJ$~&(DJ5dr)K6LCb(Xj6Iz?+1S_>KzE8X~HbK?~-!8FK zb}YF@%IO znEr_9K1`v$9B{_T)K}mWB~#N=ESZ{IT%BGDcuveqpU-!+=jafft>sU6*rVssxNC182VqkB#NMm5N;-NCh?y*Y z(%pL3sC9qci5z+t3+)c{elsX-j2)j92ZOa(?J*=@&MpZ&la|@B#h_G)mJ= zOoz=)^sNE&UM4HWoR+>{`&!OhdkXjDnZjGTHic0a_ZG0?S7!>NT3IB1|45!Ge4vvl zkm-z9unT|eCkU=rYrNz@{$L)+ztkPbW0==qDzuxgY_|DP9>^aJhTPuK%pFXw5_DB+ zp%vYTa4ndt@`$#3Lb9V$108czZiPv7)ls?U%^-4wqmnU1Ua|>6#I}ygvo^74mK&Lo z!Kl*}l~<~v(n@6{w{#e_I`2raVRQ&g3W$FY{*zVNMzwTj*w_gD2MWl|5V)(Bpi50) zo5CSQn7okt2Ik2+Zhk^`W0^-U1rIQWFnd830l3kf;J#X)ZzC}plno>?uK=4q4|DADY{n%RFK zl>MV)umw8_H3znJ8eMhbZoBNlej}+ifh(w79b;b*gyfdspi!xF?z1>uV*n=RDyx`Y za9CrGG6ickD(r2F#oJ1)S4H@u8%hM+7A*Y-ATSQ+=!!ys8p5yC08bErgU)%;3S3sQ zXb<)o<9U(A3PHl?-{KXd#2UnvnuCun?BJuk7nkCrlIx{LnTR}dpbwz}{dzR}?Gsh7 z=$OElirXQqfv^E-=-jnuLV3C#wYz4mJE{Wr=s2l#7u*Ks?DZj>Ev>tPxetVm;WTLP zwW74;^;Xkm@to`(#M(Yg>4S&x%IFtL5|9pjSqI1}0J1J-WLc*0MYxz)zeP_X{$UR~ z8Z@XdXyZs=v_L|6sbjeC$_s{eFpe$EU0WM%FjhU;rX$z7B5nQiyB7S3{*S9#VqoOzqJ4Z$L!1aa@Y&$XqvqWFZ_^_7A z0lqCrE*t-kiVJA%z9R@Iv5XLsjLYbvUeE$oOxOEWXo)_6v+IxEAA%WkaUiYU3yst4 zEQa@;$r`daaDWSF0Ne3kEe_9)%KAxn3Bt#9C(OlK9O^*tyj2J%K723)+s@)Z2lJO0 zAKhIX-wOgtEDnTZ$1Dzo=`Jr0!{!zJ0%r%_u@KCdivwx(Q)rxVaWGj!76%UCTO3!A zA*`JW8?3(i_J+kgloZ4APn+SFzYGwW)pX!6{QfYnWio!!7xp(Qk_-`F4? z90a0Ze}pR|`yZbV+aUdOv{X}zh7iL3XidoMOcq8T{{S@3$ihsh5Ee%A`dIi%;wz6} zH|bo+fYc1fBxYJAQRJTrizKwq4MCy9!+1*COjztG4_^@kqTpeKtBX8rqgyV-EIjPA zRM?NI2w{IT9x^+VhY|Z_Xq=IUnNT4-i~}$ar?(Pr=;vnN68LDH-s>ow83X~r+Jvy2 zOas{Z(v2dVq;LtJ7cO*5?Se@LYb;qN9kBC=Gl(|maQ?P?;HG9tUCS!IwsB&KfJpL) z`dd@}Zl?U5A(VHP9wx-TiHM&qM%c#MRMM0rwxog?fT^S|{a89Y>2m>r#9rI)G*Bp4Be%_ znixENlHg_FSo2?$2imJTfp&>lhP<*gxc2+LmipU9Z!-_TGo1izuf+EdM0EwpfKQqPuDU{;TSFi=geR%PGt1iAZT5EC!NP{DPAgBlGuYos~ z0t=9ZW$1upV;L<3zd`l+39OkwZ7?dRx)tgtLy@ftgd#yvE{G%o6i?G*wK+#ACwf4I z^qmD9jroTe^WV*j`NgnMHRjt!Azby>i@F+dQy^o=TC*tLI{2erTw5Gam39Y;5EnCm z8Ihu*@&M9@S{5M&N4&(3jBmVE{lsWvQ`Hd>4Frwkfcg!y36)dBkep2yoF@j8^)4`m zXb^wWZKVDQixsQIxh4Cm)1nLfNwsQ>tPvNHHC7AQu!JAo3MSyvndyKNj8lTb9M#F8 z;s8Xn5gstK4K9p>YZ~MT_|eAVhT_@q6~yB4SMb1JaVI(}9lwx+PmjQL8&h(4$Tl<* z2Vr<{BaA`;4lv;0XR~<47!)8E!>S%nKJGZ#Uukk?q9nW9I$0|WgaFb;Yqd!mY!Jbh)n_YE zXrx|&GHtT&*?PS;4u3;v=v=WeF}rmuY>MMtWT3VU@4J8whl`hrkgy^ZB^Z_i!hQ*n zi4CarhJ2u?kAKKQC0tX0g3sJB85F=C{jjzO!;RLUbf6FXW^EiU=tlX}z>+&q_itvF zZI4Bb6P)1cLV;C&=!SCZig+Ucjj**^2d2PZp$-M6-O*39|MRsTT+*(%MV7mu>IqkK zf9P4zji^6kM+)muXxGpqdY!2+Y4`F6#c`~ss0d-$UD4;^i6rYd(CY~nsQ))aph`Qc z*v*asnffzm?+qntFJjN%eV1JnKM6bq2OSj(d4+12K!xR;N0@dfNRx#q$jFWaC`s5* z;R%v4r{GjFjfCb}7Ku3pW}2{ED`Eq@giKORcP~ zMi9YC9x^@h83@6OmtCxa#xTF5m&J~{(Hi4jt7Oz!mKt7Ll`=^7F-mk{>4h4xuT}NT z4Qf3o=%IuGYQyl#P>As*XeUr5IzVC8=D27B6K{Q9;$d{!X+%8R@az}@qSZh}`1E9^ zvqjU}bL=%8?KFw|j7$5S4YI!0P6Uw_09P;%U6z-Juz=CUo$=62C;CAi?Z9P~9RxsM z>!n#|4srv|ltNw@$4hhe@C_Us0?qNE;Eiaw= zfKGRHMyK~l`$mXCMQQFCOevk55!5*9gy1s3Qxg2X)>92^&9Wb1mi8@&Sb^yroFKbW(! z3YB&~e1ba%Ree6ECAT*+UGU`Et}Ky=+!O~vJX!Bbt?U@Y=lSfPIc=ZwcP!ck{HgFC zIZ|!=fsCyX8IbZ%MJ)=r`E>}X9NWR+FvBN!hE^zlK^tNvlbNq<02aL>#CRd>2smn* z9l=;9r{+biKwIwiYMRjsoML};V8~2OlR^<1?+=aBVsQ*sWs;_~l+9|fV!SBiGDMm7ckAXpSf&B&ssb%as~ zpv~WbnrL(x!rLER5;9klNsola7eV8UOv*$FVNxWek4e`$?wWL0jgJden3UiI^|!(f zvB69TY8*a13V@#^?AUzR*35cS(4d0%aHNd9cUT5=0f)8wOkpZ|1CHGvy)Fc9laE$G z;}$f|$VZIS5I#au`1t5F^48f-yxb1Fwy|yR4Z)AYOz6A&D?*XYOv~}y;^Yxn?-Z4Y zpZ_5U1i@N3ZbsHxl?8iJLCE&8nn3g*!qFdnC1egJn;{Or2#qtc8KXOd&2Ru_v-DOX zwEqv}5=pl@i_m^{+otzw@9zl9PuS;TRU~*yCK3ICDgWOgly?@;8o~IOLsmBquvdlwgrq5C_*6(5UL&Efpri>%B9f7P(tDjg+z;Tm3-gr$#jq8rXl%P- z`y`@k01=!-RKh1pBBH0>BoS?vxiP9dSFZG-XXQvA;t@MY9J)9;23^cX1_P-SA+vn1 zEZqxW zsW(pGh|aihen?IidV@kvK)TRtp;4MTWu^<=PTv|ZFB7M@kyyr%`%7QTcw_U!U*!S& z-CY4YmO7+>RM|tu8yoCT=K=e^PQaFBJ!tRL{9(O@PDxXzjhn3>T4HkM(x7%!zJ8xE3sjsMt<^Cua|7m}A*P*TEdRnmx4Q z7LXt!dx#N4SuPDhLr^T!vxm->nJ+?^=t_;ECM7ufF-Dm$fo#asBCNYAN`vX#7eik zH&RVpL7SA~w{W%M%p}C?Q>;J6{v%2KHFP~hR~2*rsHUX3?(qWl34NS{F|rqZ+5=?8>MMyPjE5rKQ^j4qhl~*hK$*PQIUDGHds@d4Q&^m z(#uI@m$SCFYfCS}2l_z{Y+*TIh0V0}1y2PHDjaq=5?D!5 z26+X~PLOi*G6b$B@AHxDz$znd51nB?@W&M@AibQOmNy&Po$ zQf{7PI{hjyoiH`(7oE}Rsh0fVFu+q1{HJot&0e>XO1~Wc32}HxlQU+CErG^q{$vb! zPtgkhm!#Yr&6qwaFQyLxOdlSK>121OH|0j0(@@ptb6RqHBaZ=3t{GEq!~l4*zKUAe zDL3n5CeQS!XVY5A@d!@df^y}n+mnnp%JD)mDi?$h#<3V;3ekB)8#~aqt)*Z~(4fLn zfFq?@3XBlGXNKYrLdb*KC>%!92o(g+hs?+{4jcxJtI)WeBoQHRjP7*)6v4HE>5xdN zOsCA`*^$Pv4oOVcKBDB+A=q-54wHdyC4>bs-CaS03Z}!6y3ce9Ljg=@-V}5%LIpwg zAu}?Wt_Y3)0vcyzI!1R0(;<<3Om{kZP)6{kAk#I1FFke0;5+j+OO7LRatOIUX+7{q z1bsdPO%AtVR?q!}DVy7@yaf^AW4%)nf~4$2K_Cd;!*Mh6-Z23v1X-8$b2W+RafGEm z`ccR{Ope3!tH+>mMvh~Yhj1Jc%Exi*i9=AvZ8n^FN$ASph?8+#g6Q&3g({-=qE`XB zvMQDi%b_1`7ibUWaLfK~u~&PR+dl{d!E!imrz~gVP%h0xmUBK=c#MulSRg1VWF98V zAs&m+I3vq3%0pNV2Vj;6ERSmWluV(yoGE{42<4qc zGzj>(h=~7m3XMpinPRM7+aXrRldx*&-(6025yGy^y=qBw6JzG3A($~G4Kmvtp(Wi% zBvv*GMQVC~0teYj^w=@W|l2pcEPzRSVmZ3P!f!Y@b5& z_kajaq4_92Q3?$`rKZr>qnN?cc>4bVXZZZ}oZR7~f5JzMm9`rS@b(y+EHxVQ6|i~Yg)_y&)_`>FV3GsBL1xD*R?bCGxj)rIE*1^qo z;0ec~*$@`&jBwcVcC{j!kH5HH+Xhw2ixS7gT2wsyyv>(gKPjV}i>2w(v2~Ri?-0E+_%ouP+WV4&jan z3;C<(TPv*>!%jmdTTQbeBWL2(HWLm`yiUGo9qn{AI6X35D_0sr#qE{q_(YQ;B;@5) zcc^A3Y*~L)vvPfNU2%Y59@sEcTo290MxeUeNMi=3wXUc>DGqGd02HD7OZr+u2q~J< zA*Js&d$CQtLyfg-QR?mRWVbrZY2|Er_m)gShn#Q^P!5N3<)itX%tD!mZ}(RNw65&Z zQi>CgQrbSI=DW8|YdLxMwT+1r6`;NaF*xzS#OExjFDLm?Ym(6k*bTw+Wd+YZ4vR>D zV()E;HnxH2TNB^*LiD91i1g)P2l$v&@YiDs?j_5D0aL!dJO)dp;5~GDd>s3k|-l+ALyAi)HXR; z2cKPPR2u7w>tHV?vAXUWz9Hcn!Q8;C;uFoR`W2x1onk1dphdp|xYUZ+KcVC3x5ih| zz1RopDv;I4!|TCFR=?L7#Fn~)(IU8&x3$~M+t1!YZeUa6N%=t?Z?=C!Rn;rENmUMxeGtUxe>K-Q5*X^>%!ugN|{!Jx&Sd z;uI?pklqDr0<=lgEhv=$cLP)V5R>j+7I^i=_nWHy@*Olcry({rpED9WdJ-_kn1 zR4$KH%HtKd2}TqhkQ%Z=wNTflD$R*n8ML!wEScbL@WZl4M@^H!0=He$Bi+Innl|+m zMerDBcB<)Mb*LCgbx>-8T02;(XU8%_zfcTAQsc=~Zb>gd@JrQp!BC~OjXg~S#I%fE ztL|1U-}JTM$;QE+xAPKCSTTN`VktCA6OpD)v53Akbc$W07a&$S!NWpU=Ll#3{ULHvT`S&f(cmE=KL zY;ww$5ZFpFP&9)?>W`-JpUgHM+>n2c^WhEoTG2RdaiU5gtaK6+(1~IZo4MK>5pRJZ z*@$>6K9LcTo?>P?+Fc~Lz>GO9QMa^Ckpg~X67DGp*cG3dZC9jjlefl7ueU}qe!Kng zl%yrcXsOaaz^~$8mRODWez}*0P8NK9E$6M`Q`$M-naZT;JLlU}+tz|&Qg5Ft5>P`^ zH*fA<%pb<~0`oQO1>#Q|MSriR=`(*M9M(SwjndYxxv~B&eQRv2i<#0fXwBCEt@zW1 z_Mh`W`{hocT_X6=1=oHL$4mL04e*ci0Q^`mz_v6r4-k?RXim^99la0X>g`s$GIiZ2 z@3$Jt*nazFfV%VjcCT0K{g&}S`|aI=RPFZLQ*pnYnw@M`;o3`k<85Twd2_c{oE7!M z41k^o<3B-r@Lfc9nr@$HoVJdQJy>D~_F%<3HrKV^gO7tDc@I7wpJ)%Jr=&fY!R=@d z9P5g1)rPBCh5E2 zvsK&P?SeM!Y(&?);BEp5iAGLS!f9}$s}S-9mT>k=YzrK&r7y7QPD2@!a2o;Y&Lvz8 zdXXmz#se++O@f$S31_BgA9hKlIa{BGYjWYPT<~b}-X=~L+7j08GsT9{jW{yIR(9mTR>}_{1G2y<}2)UOL@>d-qE zm~}&8d3A;X1T0cENZFM>l(1Y#i3?hj+K=pp?X{*S0Y=uEevMD0HPKUo)+CgUyk`94 zrb%DI``oiy@sCcoSBMTf(2@>zwIl^2NrJ%%ZB+-KG@8H~Qbee~)hZ#KXrI@lsm|#- z(Q?(cHPR~^i<$*lS8{4Y8qjDZ!rWVJXhi~%l23XXzL*}g7~t((4>}2Yk$Mngfb^iH zf`DE;RUvLTu==J`aH4W&K=yqGe4_JzLfkp481{O&umK>s~GnF)}TV z6xW!opA}VEoH$vau=}o$#l7KjcU74sL3feG@wx(VP0^#!IVfmKWX@4 za^r;nZ|8F3cIZXQ4aNY;jjII#{c=NlWLAjd)Aa1rXr+z^D4LM+y(Ipw_NeGi9I8LM zLyYKWH%HeZP3}e5g1sznRN&fN>NJx=P0kL4nxcBBQ2QGgl7-rP@ri^QJtYXWh{5f| z!gKNr#N9SWIEEuYx~)l9TFhRPMO?X8`@cPWJ2`ilyY-sQJw~KG&EKV_WWQ9bNb1t( z1uOaaFkS53uiCa25?wiEpN2Mi2m$Y{>^n4#aLJ031~Mi9?*pJa7l1#5UZenIG>`!N zlptk00l4yFT$93V1aa)bEzN6GiNQ8sDGrQ&hr_~UN@8?B6FO3jgyAQ#1q;I`73i6S zp`0lQL&XN6!f>CK6o&ia6A43lN)m<)E(k+=Bxhz)Ud!M}0Fgr`V-4HpuB=oL9;P6q zrx=738832Iay!I}n`_O@)v;zuxc-5*R2B^!0j$IHTNiap0IQMO$=W6AONz?xVPyYl zKoirwlP$9UET@&j?*7Pr94d|Nq>UXT`%h8>^a}eOM)Y5<0A%TCV<0`EUr#Q&47(w2 zP}YU$6nrNR2$Bz!oT8m_tj*wQ!TY|!dlm{sb4gUOH7KziW*BCebBB@P-iSuIy)c?- zdpTa<&bz&s{)rXwaBnOTo;le2RSuEtVDEj6U~k>69qRo??1349>*Uy6Fz*cDuwYQ2 z_v@jrG$*Z1Lo3kx9%vdK==}<4#ev>PCl2)HNumivgn9Qs@DdLoY0@MSvJFO)y&t|4 zTl*{V(GBk&#*L<0n=XM925#tpx+;^=I% zSek4={NLncZF{4@^ToJ!o^Nrsfq$4dQEJ(Oji+(v;?cj6cl5>9=+Om+_pH_2uweri#jzBdVs&b!R&Pp$sDNLUi)YBc2VXK! z8dz66eyBJw3jdyP<7)n5xJ3URRlH~x5(tmyms{Z5tF8BPvO8vQg;?4TzYkb-rC0O< zK#`RNCiIKweE7k@rd&js^kKPsfNKVK$3)`6N?6kIx%n9X+bALq6?j}Iz3Xal)%TzcN@X=inaO_{#}72 z4bDF8p`N?{Ygv9vYG>1P4{=)ATkM2i&&8qAb{A96-CGUNJv~>^j`Ye7_1t3>fZ=+s zo?JAH-Pn3=3qlNtE2Sh+f7^@uj5ZLYDZ5?>w9)1$m8qJ{n}RjFmbiLp>U0ufVK0J4 zu7ER7?2@H0arJrhtq}{mw>>#Vw@$eA{@mAcU)w~vHqR`^JDEj6iwk!Kv7h={<|`ZW zSLA{G=3vN^cN0k~43_orXYUSUXTmIOMILo+5ih1ei5q-tjIk^rMSMBD zX06(jeqtWRI?uiRkQhpC0QPY#Tkh>Au@63w$)r@9xjyX-V(%AWxwrR0UukRJrlfTw z`!X~QKa#y4TJez#sg;;}+qFZP68~&GMFOR5oAOZhFnlKtWq*f{?xF0oi%WHgiz~9K zv$a-NHBit;R)H%X>({EXCvbKduhrq`Hl>ee`8!a|5d8=t>yLgQ0F+E;^MfhD#q4^a z1<*?KqUt(XC8mUTiNd{7)8I+WjfEFcY&%}&eUr&m3p%Z-x@dFQEf~86BUa_E@%{}H|!B_{vyXRv_p3b zTt5c(4X7VvyPajcsaRiDb5rYAz3BE}Y`~z_Vrg5cI$0WpbO+!X)j?4&)p1}cj%rod z8YBh;%ftj!!-4F>>#I|BIM^NlkJV|TAG!1?=^o1ZRECsbfb-DS%68y=Mo0}N znhcL7%xcv;U`ZWjV2Y!)+9Y7A3fJ?(O|CGv>Q?R=#;6o;SPNvDE|=rbPDy6TVS^P&Uqh{pNS^T}o+x^kKd0BjKX#AI*vH0`zYvgI$g`r(t z)a4PROznEVnl2A8UGC3I7rZC$lc97;)~CEzED6mDrQEAC40ROj2=FQI56MFrS|0DU z>7UwK9-e;=CRoy2i7c+Z3}6e5lTTIYy~bhLHNyY`7HOxD7O32Db;m&o=ut2bfrd$5 zn|Ktou;+nQLKI$eQntkJ!%jzzk1+=DtL+R~vpnt*30)4Z5kN}E;+JI~t$kvn^QInq zuNDpIcZa?X1X|+hIXyP{Al0^eDH#b9pJyMN_HZqgm|)?ey;$}SgA>0~7}|A>6h!c3 zW8p+K6Q46MS`3FC%j1ql&ELY>ITqSMjU(-Ig1V5l>reh|kGC;(yaZnv50<>7r2hqd zWzQtQlGP~rE&6IS8KX4_7kV>$=BsHz`UYVrwpwhnKZ-Tsz|ru<95~Macyl^%BJu@L z39)fRmM9^{7$D2?frtz;!ng6^JaZFE5M9?~aHa${$b6x zM-2g*6n@Es#(7~K@~-7tCXr8gE@l+c429yC5%%c4S`#g$?6SYDXnd*)C*t<#)!2_WA$+Hk`fpv;p1YZUI&9d z8Ze>u0GTt3>bqiXY-|>OoGuDDB>+R{1b{Z`yr2wG;F|$kX|q_lZniY3+yVa!XRev` zmCUSv63VR6%drK!BYgaH)vh3qFRV4uqFjO!8`G0>=;ql9RHW*&iY8+vu)}Iv4_1dO z!$U>&Ge$NRh+f5OD{~Es`zu$sZUtL5I0QJ>4>;yLAa}W3rFh6m-5LpAogSNJP6J(pCbK%5kxz4;QjVWeKKP!wr{0~Dn^lOjnRwOA>`Xi=c% z)G)Oz=*C6xU7;%x1r>XMMoVyK1vKHH1#|#Ovi=ut&R0@a9v8Wty3G+C9I|t#l}tEEZ&UdHla5G*_!sD zVcr`mBa&#s>8IXvFC${J5vK~g`CCPDn9q1D z_;QD+|2(7KGPbXf#eW=zmTZvtyJ8GFCw?agG+~lQc)%o&%;Dt-Lq&Yo&QDp1v8Mv4 zig?k_kOuwHPebTOJ_@mQwdQ?JD@P*uQ)_Ujv>0J&uf-Jdcc}qdFYZ1m>fT|d&HV~qpK(1s zqg>B5`V4mCWZLv4!Ogypq@R`GC)M_AZQx7G!|}qWy%akl59i0J(@F3xJO+)@V#y@` zp>N?|>DwOX;rvgYS^QTgvoJGjC?H0Abz(oI<>9P&gDo|j_3yuI=NZr_4FC2{Xex%1 zR_NRD@n_F`JJB})|A}rK4NA<7^LA*L(~TpGBH+-{hr^PBd^qob*O`1cr^bsSc=x^w zInQFFxLr1L(S&myuCTLojx&lTWFOWps&FZez;e&OZ9AZAlPO8T%N+o1whhbhd43yi zwt2+L@EL)o;Tb-gp%rKNARlmsPc|f=LMMtc^nNoXmPAfS+v<^vu|~sn@SSj~or90$ zi8PKq7h&p&z6Tjh#-?6ZyqGO?-(EU~yq$f*Rjl15j+HIp7 za31~9^T-wX?uo)p$CePF2x(I-f2)pN=I$V?;P0 z%YZ|4{*bv^dV$n$;^RWcX?Wk^h5fCNg)I%&V$V1d*7i4OVg1pj;r*fm^k8uEzcYF) z*It?do`lu!g9a5&I~)nrPb7`kkzlBxy~>jl$CzGquOxc3?;A-W-5dYO>U1IHTre(D zW;rxYJG$cuL)hAxh{-2+{8Tu{i~$~JN{qqoAY)mtdgs$=co?OXE7#e`w;|Ekt28{H zD=?OACs;l9Uhya`aNAWbXz@{VQrSiZ6jhLDrzv8Q@6p}*^!;9(VfdV$-mA^u2+LP93?N`(lVbV+Vp&Riy>ukx&H>$s7n)jj)x<1N)2xrd zGb$repeb)Wjm#?3iue!hs8gb<94&?rqF zNVoo@u$<1w_$`J2XkjTaG{CVyfumspIRgbKI3c2Z&ubBTBHxoy zLf*dt#145`+vIzmAZ{oFj|>%`Mwgb%R4g(#u@_4v?kLYgo~DYoqB(@HKiVz;m0~Yd zZsWGILsl8#w5f1vY{7s8jW`kaFLV@{QOA`6@g`_KR3C3-qiKzNac!;^~HKsGY~JAiEH%N@7jGDhnQ6kmqh3OT=+xYOm)aJc!r77msI08YKIBppNE^bsNAx*AQ9)bBbMtC|{sZlCneD8N0Ee%=c zun2o>K_6xvWVL!UKwl3!)@1q+;;ldWfI^>lmx$lzF4+*TOn6^6$#h|9+c*#f699k| z_y;(ei!Uin&PY=K2+lwb2%+`P4ryO&Cx%dS;18GsAI-~w1>nF( zy2*i6sE2@Q@gT_I${%At6Yn`)o~1VFLn1(Os93Hv#-KzngzJpX6@+$#ml|?;T-fl- zmFuOtghlsU>9Now_q7&qL{0JkW{UqVFU2wO`Pbc~_+eYbwp**OZOl~0s#~Ejv#gzP zb3WML7i+CG4ey`gajs!Xy8!fRO+1EUUQ z=!h>iytZ&|2EEQnKtF;L(8a=_TGZr~6fYpppK#}-6t+p_KAEw1VhHx60Z+^W^FEIy z1ZIoLuoEU%So2ArOQs|B^E#Z$b9gG22XuF+F(Vn1o)!C%h2sT5LkdeIjsuoRL}I(> ziDe2c5(wjs0wtQn9{Zyx1R8TCAR))0al4fu?0bx;WZpMo6bw$;oM8ZA-`kksQvnO} zUnnd?G=R;I|0+{(bpmhVA#}Ky7_CYx6SXgKHy&(=b&OfXDAh_8)TlbtI@j^3+o~n3 zECUxal(~k(Ae#&zDA9K=8n}8jR&&5s=G}5MsAxItZMd543yzG?S;pcxsb6UBdK(}M z800PZPgXhWND54TeKX@cQxSEWGM}Tg<6OkZNr-$z$U%U#_^jwdjQ9_9i1_yOdJ zeEN?AyO7HLz>b*7qc6M5yXqc&+1&{XwjHnN<@W${!TljzUNMv?PLon>)%3^LeY@c}k z2Y{0k&;JLXDDj-0VyWHa@d-&hmpN?!9%s6RC!X(lhlFk~d?M)RDF$6v6VIItwBW>Z zr@iAk%aeHS^th8Go*x55F?Zu^iRZ&kD@P*u6VGv|v}`o#b;88+Bh>(1PsnoU(4EBd zO$uJ0fi*qxT+cN+8@owJJdeT6hI^TK?*6O}u@krV`rKl(Js@R$FWn(zkyw{WJ|bC*%oXMIUv|OQCKed*PyR70b!Hf$|e6-Xd0eN z{#j_nx#UP%&LvNnH8R-~kcj~v_HHMSyE})-1V`egZP&<&m^}VV_)au=03Ru=VIjh! z9Jt$sM>(JS!gUs3*qkrnysiYXA}1r6JFU3TI&oNRJBA348Y*rr*Uz}DK3nN(pwwP( zX8cQ#oy9Pbw#zS5ZMz=A(H1MQKq(O}s?o%TX=6XOEV+6YvtB2~Os!H=^(ku!+Cvc< zr3nYQBcb+iD1B={yHt`}%tHgbJNzPTvh-|=xAl2IJ&lIHW7#esFW^7(UV<~^Si7E~ z6Q)T+d~WJU$@dcQV9|0IO9iwoLe7>W@gMfIu1X(l1$1Uzg3x+KV|HeyR)@&RDJV8^ z-7Hk(Zp`0~La~5Cu|Hxk+A9p2Jng?lf-B;O1}_Lllwl&w6PG45f;>$X<3+DU2>YYg z2tfTp(o`~Wmc0mRYfoLVpWdc$YT)l|Pe>r%lDe&0hU)-i#pnuDd6qSub%dKJ+ANo5 zH@edJeH-KVEur|0?#31z^5&g!o=7~+F~RYFdPaZEGkQwWJ_e1`HhGk@A|ml4Y8=78v53SAB{gS&ddhFTNoTTGyb6ym(vmnRlc$cJS>ps#h4K-=V08`be? zAdt9n8vnuw6bLqilK1IEDr~Pehvf|#6v8$lX(|F)AQ*|t4C$*k+;zA^!RTx4sNpqZ z{DK+d=Xn_e?>7BOHyLBv>x2UiX&*~W7rkf>vPE@iv^Lx1i!?aIjYHX7hS(v)_q7&! zSj_-S?j+4@5Bw)gv|XWb*F^V}%>XLGC`Nzriw;i+UEDqBysy>W zPBm#xWzw9Smo)nUX^!tEX`UzXD-%3eRgM$JQkt_-ru%*OwYu7;rprZ4mkaXJ1q1cY z>n2^!mn#MAGLVB~Y?XLiS*tcqc{CB9;fV${ToKtVVz%Q;hN=$Yv8Y>}0nzQxkhIuI+tn|7_upB(QG98tss?*h>;_=UV z*2yAJ6e8)m)0sy1-Hh%#^P>9@Yu27pnNHaJhuVhCBbLPRaZ7E6Z*RPsVrdy?ew5+$ zkQE5O9h;qk;NB88L)~JU%YIXHRglN1)(dyRK}HLF-xwC3j^Ox%<;vC)f9b#cUC> zzEBeL`buvlf|oy@eXX;6Pw&-U>j=xcJ!}2xOc~IQe3>$rFn3)X!d;Fq833H0PYjkP zr|y4ircA_$pXd2-#W04UG3kr9R`%7;r;E_j88G(`BNMy>$_!1R$l9Y3pdUIkz zbTH$o-dbCnkK|;mghVsSs}kD}k|CUN|2Pt)66gC#saT}LJ_uw=_6Vg{e*2PY z+q$mHmEYPUW`QFbf2ii_^{M+Wg8M!+O4C2hh{lKM+ipZO{yq<=zvbb7ry>j?d{G>K zV}Xpz?@r^H*D0}0K)1EAw_+8ag5OM3g#W5r z$y^QARd(yJMSbC}pP1Xb5HG z$?b*M=&dgW7ES93iHE@GjPOF%sFjJ{F=T^_RPR`O`*c~VFaNDZ&_^20$gwpj>N~aGbsKW7{ zuwvW99qNp8@|N{SH7nOQ*A)jO!Ui@B71v{xL#QA>KGK*ejaAka)mO!V4I8dzv5bag z*~m%s8UoHR&(zr}KAhyVa&|I*#RnWJErnE`Ww7GIpc-ID(eTR(^YPm%#HJGeK?zja zRnAkB@SVfc?G+jU(Ye?S@|9ly(UI`3<0DTiGc(F_5raZ1{Lx}^-gA+mTOIzK3Whyn ztxX7LFv7dIpr<+mwf#=vHY(%L{n4m^K+08z2|cL;tFXmk1pbHuKebsT?2U4^AdWrc zm^cd7YHPQdxp`xqc`S}|FeqCbZ@?!K$n=yTkRt}zB0Y}f9OfjDGW8#TXP4ra?!rK&t^b~`zEA@Gfx254GxFj6PlQ$srWsq-ShGYqAOMpG%80*DwQV-6i z5K^P(jHEtyk}5ra2BZm>*?;A@VMM(%IvqR0b1AeX5ZEP(VaRypHL9{ z1@r?GpR-o6ob5+J`smq4_hC1*@#{_Fpd=oW$IIjol%S(ccOF<4#m=fl#sW;Yxb13$&x=cW33*?6_vSk&nAZ}?9x5QwJY7@9oDYob0Lnvm3&sE zZQvV4`F7`+a&g%{Gr%g?(NKO~VWOoC&SCun+P97xu}91T>k5IzJ1s zr4myjFQjex$j4aeXA-^>%JfDhvbIQGrWrj)wQq5D^f3}a65RPVX zM6d{nfioWg7DO{4G2nA0R(Cqf0Sv6MCCMZ=9BtoUPL>r%N~e6I2pe4^~Bsi3-ROxZ?++U`mZypflz?kb@5M9^h6_NY0-uVm26XMWKLKd5j2a z7xI-cEdC_TjqsDMiBh2M5Hh%veFU!(!gidj)~q$5`{~)KQCO?EKIvDH#VLrTsl#7_AC}-~so3esU!BDS^m+EEQ36O(mZ7Xpi7g0v(qbXDH=1MI$ z1e!d+TkrH<`j;$i-yI@trE^nkr)xmq{u#9Qx~)C(*YWv}D{&!~jQU%lM=v+zXA`M_ zN}sg#Nm}+TL{;OWnbuM{mc){Np-@C-jr%&l&z^vvk1>8M=Wp7z2Q=uHg9a6DUK|P3 zU8IedAcn2`3ORdy9aT3lEpgea?iFRCM{utF(f2~|M27*vxmbJUJA^3vfaV&kg&UZO zm~1P+}Qn|83-OBvP4M&FH1Ub84~@SSh& z{*B!yFZOYWCRsi9Uhya`Dyp&WGzS&3F(0&rAd!LLwp>Z z$f^=8DPJfAMg0gT6hR3A*IdL{L8T8GgS1<3hmg zL$mmEk+=J!bMvzJ{?K@HXDoj4G?t)*g9RKORP8)0L^=isIXKzC-LZK1-VR66;tgv- zorLRqL3xMI!LkGAfY>q6Wx9*HJb)CbUGG z1~LqF6l@6aDQ^$SL!sg(bUfZ_(?7L!Jlvo?I$o=(PWfKLKgDB4d#j-5&?qPdeyz6 zO!Rj+*Z$~lL-1tkPDq)*fyQaxQe$y25knRS4&YlH#|c~1h%!zI!DE{Zk0O9A-WgX7oiunZwKoxm;6==nq9FT0!3p8dNYdj+Bv^4@yNHuw(KE3ef03 zaJ>HLXCbhf426|Zegcg%G87{+grN}qK8Ctg8#QB#S|Uc9&Dt3>a~m^#Y`R-%RPqHr zDr6H^6y6R9&wNUo0OOTl2k>JZ4!Bqh?cwATCRYy%8dR_%j+BuVU%JCd0PMbFflySA zo{4ztk5-4^++0#fg?T@yG%++MZBcbsaG|tG3 zOo$L>MDqEVaoXqHNyKP?V+Z?)`;vTYyQc|)WMBKGLNu}QD?_mCu<qakN&?9e3?rDDfCWgoN*~IF+-LD4&Yk~&vA^< z(wS@e#j-dXeLNmBWDAWt_FmzUIQ`QhNOU;;7?|dLgvUTm|L34V1*hXk89Dv9TnGjJ z4R5Hh89j>dLHWXvxtUx!0F57p#u>Si5g)>pNG=~&swgJOj&bLr*1!F3Ywdg$T&G_s z1QEOaAp|=PyP>!GcZ8rocH8qFpiE{>U9cODl#$&IO+%R6Zqh$eSc(ouV4+H12+SrM zt%k;jK;w*T#0U*xBP0W}QF<$pl=?yPfTephgaz-<=+pFGZ3`a4a!-Z<1S~SROh$3$ zF0u4%tS(e4N010PJvKK2QGfO7_3er*ZBo&wy3Eq)X(7tG0To(u$8!>oVv|cr4&9WL zG~yj-aC-%!z?zLS2DBU)h~FT2fDb8>{rx{GwkP3GPUZRZG{$RG+tzHabAr4`ij`hE zz=t(P$73qxGx?*z37vScM06#Qss6U{_Y#EzUzSlq%FA|=71=IpyghY*DukrZDDOyhva~yf z-*JHMaNzR|}+;#yD=8S9|%eZ8nlVN*;gCJt1pfU`Qp7js-=2mfa50T@X@%`8<1Kr0Z23vsvG;8K;^^fWzIn{(=V02%N#fCj|b z3L+>T!Aq$b#H3b_axAN31l61$#}OkYfe12`*guRn@U~5Xt^dnB_#YuWD333K4e|1u zpF(?YY^R4S?PP}!0#hckqr-|h*^qfB0}FP@egIyltQTjJB({UWaoVebsz}7v3wt+~ zMCpqmgNybd$lMCqqB2fNJ4mDTOrv#qX;c6jokBE9)y(9rxF@#x)Eki`*a3%Pb}&?{ zGdhxS65k#6qFMe5M(1UD(TO)zCbIlsWbyn&htfH-Y$hzV+xS}Joq-bujT3)m89ah@ zB*_IEF>g}YerV~@#a7w1En{KTnG7}F%j={(W64!@8mubT?07TFe4H>A(}w{6K->@DKbidlB9cci2gb9$ zkI6V^CgSw4uNdov6m zmd{^i_%vntWIOyBggLy;X;JdqQNVBVT$#ji25bES>Cqqk9RJD6S|(ZWwD^-yR3wun zO#wpr#>zo*dz6YofbK?6rGIJ*P@K#E&_N)b#RLcZcZN>|EPS30h2_V5C^7T;T1T)g z4ax{?l;*_?$hrt74oo5#s}LhN5=`HsB>kSU8-o>|2|0s+fz|j=R#tGfY`mTIXlUPV z%RVR-c#tj0A83iPp5a{=0;4K|`Kb2n`V%NJF+7r?(V5CGCImFrD5= z)MAvDX*kC!JHFkpeQDe=Km=D}EaMYZVx*^7okQ~9b$a*9CiKB!(UQrExB@1RSMsy~ zucS3t2QJAIQr#HVDB}8;xCe5-*zBeB_WYt4o~$i5rgD3_?{QAGZPgdV_h?}w=6JM< z>uXn|^;-KDt=D}m`KOJYc{RfT&*JN$QCbv&beUl>y;jC=(Y>b89lZwO>aBZiO?JLa z_N{4dt|i%??^=gw^{MRt-H;$}cK$Vj&LQ8e@~QP>c() zYLt_a!YNNvjlpj*1|JH=VDwFF!R|3VBacbcu@AjUUU0&BKU~+N*#N(b%+`<}DEk4< z8=Z^dN_ct2@*w-fpfHGRu@&8wqc!keQ4%M_RW*umrA?(Si?3)q3QK>306Q04eXX4a z9?dF0V^;ZTURJ>ZT|a`xX;K|e3gUeBm>Ng$8kC8)jUBf)DwA{_4%FzbH{@+~5QivP zsW}TyYUC~EkRp6m#Zp#{BKkNBrUwwX4Ksu3KJ(IOZMJE$95e*CV^MP)GFbu63Yx=2#z&sZ?uTWeKmDuDqU-i#Lo-~BzME;7-O>ir)X@gMIH@gGS-yrFP>`u}I|O8_LRsH^ko|p;Fds4x|;ZMogSn>P3aKUFoxWHBJ4}k1_ znpq&%QKFA*gj+%sDhc;{3k;x?`@0Ifs+7B^j8Irexd*uWwI!zAN%_MmcfWR)VI4Pq zMZaNpcmIKZquu>0=o7p9`P1^a`!|!rTkHwFc`oDce`tWe-yf|9hyO{rj#Yn{Opkxs zUGB=DO#8`5ARCtvNR++$<@@{}Y}&S)yT#}4BV>0t{ZBJf3~>6NghqKLr|a}zSMXhO z`dfU*V+7aoI{i-!;LU8WzlFKO>wg&L(7V_FYC@p$`U_UrKYautD8%cpy=~eJyX-fK zUrP`os!9Q>)pYJ+#$NwDBx{V;?G~+_+k1cCvAWCdKI>lWE?Edq7qmS!1Z~=C-$9Lz zx`^&_h0llnU~3ALU#CX2pUrD@M#=a286~`+&PA~f1$Tpj{Jva zA&PINevwff0u!5pilF3pdM^W&D?Qp26mnslXagpO>cId!D|3-ej8QQE{E$R5?OyA6ZiJ7mz*Vn<0A~6?@~yxXrfqv+ z*{#5i>G4gF_Ljx$Typ1lBE3 z&C2Egnjb~N>b$GJ((}uB=_@|TUr(~;>HTLc*;27ldlKUdyG3g|T9}6^AQnX=wF_lgo ziZ#ZyU^qOtRn>o|C?T8Z>Y7cBDm@D(YB zewA?JE6Q>sU4^4@gPlpYt?6?Lls3?b<~nXGS#cv8ZdP#-R(*1D4rc@sasw4PS8dJI z<-)wQQb3IDscH+i(W!WwL^OSu-S2w^QSS~xl-~U+$)!Wlx1)XP4z4Tec51wI)PvAJ zltWl4WSOjSwZAmq4QH{a-QFX%ZWC;I+v{YyxPl=0*azerL4c@DH;s;c7*Q{kWR4CP z-yJl-Y3j0%W6&1=gl0b!|9c4L*frpA`;QoPxkiL`4G5{Tty9M};0*Bb0t2Y+_(u!8 zs$2siq@l39rN96R7OgS$YLY*cat&zn5iDu!Y`VWPmHfEk)<;|-dsQh!A+5Q zC0cXVSx6g2>gX_3jUtm#2&~XA0$p5p#muYCSo=oW?87I&)fI_W35D=h&+wv+#jBur zXs9Fyxh$i%pu6zy`DTFj`0{u{40EWnulJjI-^XVOjfCW5A0smc;56UG@XT#9pY-HI zPxfYSvhg%^!;YBG8h8%N;2;fH=I=g)*LQ*N8#CWbh43?35L#E!>H@s1*w7{rtx%0* z8a9K-e?HhY-~H*dbElJ0o$$G6l-wz#u^{CTJ&WIUd|mhPZ$nGMo%-`&JNek3#p}z= z;x)a@V!*1G)YG+L3z%Bl-1LGkUVaixU_x{ea)kA5;V z;W7BI8vl;Nzcu)`_Uc{jgBsQCvQgXB9vq*mPc0%TU>z%hb!xHL)jj|(A7_@d51yOO@BnFHfHFdZJ6^y!PRD2uLO*U4r@3|O^4>X@}#8|k!jDotE&9&K7! z+QbXUrfYm{=j)oY)t%ngDCvbXst)XeU>|`HKU09{r9A$X15SH=sbS;aIeo;xr4fjh zgY9FBfNlZh_3q9Dfd0xg9PbbBK>J<`OS{@D7nVj-3>z|#ehYvw+25eAJZ<9h2=mxf zeXdfQ-xcrw2C&cyV!EY;DmY69YOlhR>duAP+GMS@>v{abj!I*G*Yn~*z!m=(1ICBZ zCt|_)aDufM5(w&F64XcTj`fszl2{>cxhFP;zcC&JD&Pg%7YO|cnutHu*@>;bqD9y2 zDJgV)r^W$eoGXRiHF_*QnubPkZ2IGvb3RYFdP2dx+i;kQknNW@>etth|5qV@G5jC% zs2NGFf;<$VHso}@QESc2HAkZA*!0+l6z$}Ml~#4@xfD=&PECD{ww`Nny1Rz6WEm5( zjD(UUK9O38Lp2q1wahqGF0g50RVhl9(^G4RRwXl=V^%9ulHG+Wn@hO-(MGN=Qhufv ziE7-%3iEtbU9xMNyZp)*E7447Q8DZh&Vc zeE}d(D%P$JT}^SQ6vYPz;at#`%(<6^iaweV<86YjE6bvbJf?bZEWn=s{)8-aUA4x; z*P5%1yoEF|lVG$>^#^SSV-j85zT4)p^qk#7Jom&RO3Q8<&|IMJe2DO$dA3O5-K3!G z-Mo_Ki)Sjs5`J|k`BrUG`_h{cZd&D1ttgk$LJ$HjWSxzuj4fnsAmic_8kIAB7aH}2 zYNG`?9??3oDTQk3l^(86*UfvlKApO#D7&hcE7Yl)|b@gjXVmE`*DIEMcUwF7@5}b?VfMx+K>QFrf0dnjJSj((5{OP!I&R5u+T$6ALu1 zf$_9a-(Kagpw>9vGb11IlSIguLWEp<`;|J0Am@uLV#RXV5-EDyjXZ3^snTT2%1n9r zNRf>+JlX40l;vz67!0und1(*mp~74*6!duR{rzdOnmY2uAN18hgDO`(jifYvH&_0Z z2J!tzGf;#Rle{?C0fRCO0M-Ghpzrah?VeyHYtsAa1$b+L2nxWOtrQLoQJMHjoNoHT2i zDo)cC9T$8lmC^Cs@F#1IFN82>La{y=?DH96pD@kwPeFq!%|RpOX%5$2azrMZYK4~b zhCxvLa~cxPkq~fQ0jB({pP(@`-LbgHT(5sXJRBk2ORSu%Jgs0Gib5Jiq)`jT)coSy z1ndI}MylfoL3TVQyg?>t%;$K&zr`HH?^3Qmiw^E;C_aFC4B2*TyPmSi_C@1v`b^ag z`Cq}DSC#l9C3Qq^+MzeS;An&daoYEY=?vcOr(s$ADB^9T8I@)6!_fHf-dOzN^6N#X z(Vk?ui~88PR;7LI(~{y;A;rmMNihUctPdqcw)K=+^+OqIq}YDX+A7xt8L!47fLCQn z$R3IeH5C9M%WM9tzD-Aq^7BP=dX-H#svTL!_APAdcHd+-nhQFAFr*YGM+hAghDL-r zUBjeIT=___YXJ7=FaDs7ph1ZYn2XBIX5jj zuUmqRiB+&SJ#NZ7`!ermTrGIurLA2RI?H$ru+TBJoM4te^N$Df$I*EI4V0c{YS&_tPVbt%kBB;HlH+Y+pT2|GRYuBBIV|OD(KK+jOBmW2|_S& znT#VRYC<*D3d6kTqw5D|%4uOL8Br78?V=QPEDJ?Ve2d?80A8tyucl%_-VeWMaQU+j z>hH>c`fC~fPQ68H?|Y^m0-yW=R=hE9|B;;yBxCs5K>HJW>yhM(KiC8F2P={NBVc6f zyiTfgf0tq@tW?C`BoZud_RmO&M#;_qvOsr4U3?6aC>eDj$Lt(=nL&|J_yEWE>P`OFddTc zs2lWKn_HZVT8#mjisp|F$?#~qqIrW^gOD5C2i0N#InChLelGF!bS(!om z)U&kig8Nh)2WiRUY^H&PxGGLBDXQhgv?memNj$s4?1*NsP?izNP;mq@dJsid3TET;l~GZbRMRZ4sW5#>zw`G#LM5l^rvV5Im|D>{B4v7Ij@D+xQwBGvZuf#7BfMVnU=Ttnts77gGX$9W!EG8B9SqgWFj# zyHaMiHDq?Kn9()8kK(BnTD}DfA!0_jJEOn=O3Y3#@M?~j{bl*Rsoj|t-j{~%O1rMx zH`ek2q_*@`(e+Dz@Rh#10Z+3lSWGLew{S5=IS8i3~Vlmc^6Yrqo=yy~q1*|6kI zo6_~fRh8Y|nYK9h@?Y(o_LF5N;6=`zlYT(Z>)}9`Fp7aUmsgB*DsUj$!`tXNHxJ?L z1AEA!1*YS-9v%dWa(dGEc}`Eq4m&Xbl^W!rHfB2Ui3AlcVGo&+tL6!_$D?t< zZH^Ejgb8T?VZ!`YTJ{QTbCfGbj*0Sn^#y`psip|TFZ-31Fug*!+c6(NN|ULPNp^(U5GcE>#_3#Z&s^U&l=55BD!rodTC0s(>03 zW|LKP>_9nYPpdliG9W_ArSGCoToa8ybyOYW*vDS0j&Vq*oMF?wvvQ&A@`iLKM@!Tv z3km5wH7@`wInJ;S=F5oWOuny0lp{Giel+aQtHaxKc|Sjr^UbF1?g@43n2OZwvK6uX zsK# zke0RL4-(LOFdVXj>-+*kWVC)-w5SETBOLPem_+a4kSpE-#!}&sf))<-`&&iUuHlfl ztbwC>blwAkaHran8>lwdh^d*VPgE$Z_K z!Q>hirbL6pWimbIDod#Q5OKDBr8$5?9x&*rC_94dytuE$iRngVVJ4cZ%~R|hm)xmF z3-x9T1w80lNO~&8*bK?ZLqa(*K89LI(52;z6yKvCblJXGDtM=FPAPA^ zA)>lm(Q6Nt`JNUsUu~+ZDO2>xNob!M6_bJiKXhZy?8`6falRMHeEYF4zd8sMwJ)df zVWblUQqk`0kb?Hu$~76(#tP2@L4^YLAv5BAl*38a@|3cz1IIZeM94Ne=vB2Bb_Teh zzyNv=Rp3>%rxO7Pg=IYt;0wfsdWSurmuFf)BqCSeVVkp1^U9)%X%aQd?B8Dlut3LG z(VwEraY89j0Lfp=>^cwRyDEh<{Hgao?Ss7z^~Nai)H3qTf`Iq+h=BKGA;1w&b6s)( zP2tuEZD!|oyUguVA#-zu^k7i-R-RZPAr%~i2nMmvI|~e;g!F9%UR6RW3>gXw32A`i zMX&xrju&mZL#La4jt^(|V)XZVt9HEXN1xd7!k?DM@p4W_ibV;p%W1_EX+@`vOEyOj zE|<&lTrS=q>Y`#4u|w(3Y6GVFnJP?kjm;75^u^q-12J0Pr2Jy!lD#kw2H~>R9e*zbknZWr1RH2mH$L0=@?PHQLd>_+FEeU#B z_JKdE>HI-U_?iS9Upu;Km$@|aU4!m5iCs?eo|Ze0jNI)T0;uz%+ySzwBV+i~>6#Gz ziu}P!P({E9p-T66$pdKBT6_Wly}Ta4wS^al>}+TYafkcw{+L1U?!Ql<7w!HNoUl9U zfr_SO+-trOo()Qrv$*-55O)f0-a3iod8Ppe?6d`;y&% zdt{+wWPi>e+uHKmM&SSLaQ`_OjzzFLfU+K$Xsp0>h#b~x13o+W{w9{#Wk@m2s3S-D z9{L1q0N%Wc_T;iBu{Bd^MKcv~GS1YdXHd`#K0h-SC)+aRQKgR4a8;?;NO=R<#fb3< zhSrXHw1bjrF)V7K&$nvZmpFgd0fF;DksvOqylErpI^BEm=8~=m-mK_+Uqt7hLq#Y4 zF0~MUrRC)~rNH6EXC`YNCNj#dfUDVKKFI{8IcYwtOyFWw)T%~hdr9JshSg7C)J_&$ zJ0ezv37cy#-x!0-)3>G2Z-qj?DN7-8ul^E^^UPH8bgAI1pYyAJe$8ds6l%`lWQSCN z%6l+`iJY+N0efyRSzS9OS<+VTwJ+^&|JtPNcej=%_k9~LIQOAHMIBu115r{#QEUTf z97L0BdnbM$WUM_fTSvw4%Iv~SWmkMNp5WS<58zMyLHrL<_#%2X6#qv7W>7Wiv}EfQ zHO29kIFGnf&Ld56 zlMJLaYjHZoZO!T?hhg=_#$WHR`diswRLa+L$!OBtu($jc_y+za<2} zu7nYl--yNqB}^D1M8ar*^LYSY!uHHz^`}Gdln@A7UT&3{cmmN8EUqM? z8~MGegLB79S;qtT0oMrDZ&IcHy&>h|DsYKf^!TQ6)_xuUXtU`cqy z+nI!i(VwDbd_q1B2a@lP_Nf*`iuvVF|1@{jJid1zzB+*7IlaA*`^w{ja3AD-9qWNdfFEwr3 z_2oW$?wH+fFXQ|+GuwcZ<~N~Ho~huTTE3p&bxxW~pIY8p2Gm<*_(EsOU&$RH`_xj# z2t2j?e*R!3PAvrtU!i54B@0!$ze}fezZbcTh9dZa5-fIF__#YsceoKc20 zGb%BDAOI%Ykp2|4Ey)_$6ADnW5fr3eHo{{BZL}6jK0>3~M72{ot4lBN>>_dCvc(o9 z4p2tHY`uOhdbpNOdTLF5a@StA{w*Pn6+%2Dlo0VT)Ivq%8{GI8#6E{Eh+Q9zo)v8v zA(yqPW{je<8wbo!8xudBWPds-@sqSVi8?$v@zVxwbu#^wY_&nJ(03JZ4D#79SP$eS zSFW!20pB-4E@w;e$*njUv>fS`%0%7f?zO`QaDY&zcK84tUE51oQ!0GnINPZoZ7Lj( zt1{;}sU-IoZgFj{H7e$wG95$o_~Asmq4=x>33GQDNdhYHHoqSH!ke*p znm*F5+Ha`9J799Q(rl(xC%LbI?tTV3{?q~8S8gPck?nBl3+Gm=o%!V#ZjOc-D9W?; zyo+mhwGa0mjM+8`k0OKQY({6EuW#DIf=ao5GcVQ;+UsmD!|Dd&k;L8H_)d|g@R3%h zbQ;S|rh|=Fow2%A-Pzg{tzp2|oHY`ift!ja#}N%S-dsS*piPl^C0cXVSyzi<#hRt? zZ&n*#?@s{2-L3S@tIb&ZM%)xF@yTzsG0`fq+Pt-r;FXzIL1t;FBx|_uX=mFmynDPE zpuMHfzDrPDCC0qpO!YoKt@XT^uVPwizE16FS&XVCG}VB3A< zL;mtIkpD$6wwR*tHNqjpZ`Zc$Sj-5H0DxV$$UAG$lj>Eq-__y}zUG0M! z)$I~zwyQljE`>9i>sZ{^HQ4Re+|@n+FV&`Y#gD-(G7HF9P&&M^$DmzFZ!E$|`7%8k zTDxLJBe4H)H6D|C?&^v??VL)p+T0XvT3Fh|E5oL1e4VB=%BA94h|^ z4y>lPk3fjeDM0k%8~@57LVJCwVdLL9eZ=3O5u^y~u|+_)fbv52tptGnk~AFekNcR~ z_gYxm)n2)ES_zpB}uOOydTBw4vWT5sc zJgM$nn5|9LTDzXdFYKr^=65|W9t2$Rr_m}tj6M+`#D^2C#gITy|B|3Sa+wxNNvvUn zWQ#0uF5K+#ukjwdyZZu%x6?=FTxTnO&K0dX+(rXY!`F|ljN*&`m!KVr|Db@@T<$ZGt60>GmlNr!7`*cGM*VtZ z_aKo7$13ol!803??Q=5k7#O>#OrMK7*n#8*xVQa27YAdLXnFb^75&c2j!I(xD@Bg+2rg?S?b!R7# zABJMI&1#E|C!0tuAvt0%zIle&om}PI4;EMX(qY z`jm7-LWPEtSOhQ@4KpxRX;sFN;kZ!6;(&LZQRyd2epEl9l!0i$rn$~C8pV!!zK%_? zWXj-s3z9ntvvAx*#&C1*Y^0S;{D`*_kL1Y#y zouZ4QHG{3;>e%$y2-G*_+L??T$`)lj*5;jlI!@C^jG71V+pEY-iUc8boWp0sV+pg? z^p0s7KLZfO<*P@56VMm81Oq$UrE82)jh;A4#fPUVjVW?Vm_8!Zw8P9L(a;VuppsOZ zS0iglGCUc zxT5O0AFA21sHo-MRdTvIPSY2MB#5S^x8u3tQPv)B4`I-Ra(ys(^v%LTVcO$^L4zvo zK_lg95BCzABQjZ4qb27JgP`~eG$dRlA>g_~Oc&kUj>gb-DJlP5@4h*?jM*a-G&%k8 z4+(hj!j$XJqJz6aI!;-1&_Uw&86CNsL!D#)UBR4pGtNg!nsU8qh~9LAqZJawY2PEJ zGkCY3hGp?T5^oR1zc0(;bRE$D^v2?smp9{cRtv{xcUhkY&?>d>{aUg-@ZC(7`_rE? zKBgg%?Hc3Y8x9oT-_~ZxoRtvCarUIU)5F z46lrJbeIT9=>R<^B<0vGatfN-uPU~x<4|mX0vAp7=A_v+MdqYX<;N8@eUvABD8M2!_5WXrSo=+ z;P@X1uH{XUdT<`^W#>g%AUjUtUjv{^p2W-1D<8)HD`8CKMF|@CNb_$9BSjA5H>!Gr z@N*-tr^(K76#nD$6kD{39S>@+V9p21G&S-S|2IL1%47;qt-5mePqZHFHfdr!{@mcv zSr0LBi!2XS$|=*-;%vY7FwXX+KS9RgKGZ@EB<+miuG{ou z^{EiN?yW_fBjChA9+^Uskvd|t+wup{SSmQ8P5sC6VtW*M8M_x z>IAwQuQ@LCq;n>15;9vfJNcri&xj(d)&tg2kU&;@nFbhKhK?wFmSoKaeaSo@1w?k$hM>7$b4erXKg?kx_A72(N zRH<@Xf6=lr1T7tse4UGyz^*J>xR;^0Sr#n=Kuf)!XgRC7G(QfGX_8vf41;IY#xx&q zr*lm++CV4aQ3sZuYq8X8&lYLiDbkC|B8`F}p3_gHJ+wJ9)rqtjq=eG_Xjtx5IDwI} zOnklC;;V;FEvmS`q4>3BQAO#Nuk0tPYLkn&4G<+%uCL5O2U*)eJy#`s%|WwvVUHly zvWXgm6I_~Fmyaf%lPCt@8P!Aazif`uK}d2n+1(=#ws+%*mf{~EQV+#9m!&ve!Si?h zr1()+sTIE77;P?8Cu`dgKcf%2ukNV#dt~nG+E(uJmPN-`1RY;0iw>%X`MKWEk?q_` z^{6UyjqFv&9`6iwN~GZ))1|oXRBBvGm+azS3HE*wf<5iIRP&%z%bzgl4st2*Q7%u>3@D?SIZOz`gY zwMuktbqOVDrsS@^VR6YIG*jK^>TSW+T+LNhsg)b>%Y&+x=88A3p(;F)DC}&jBP#Z? z4=i^*PPl7Z2zMpKi)!p`W%`%V6rW^*lp;n+LX;yy2?FHBrNs?F{6de2pUpzNJin!aM_Xdr6`kKmrIc$&JJxY?3gI{Gp7H)6%uecCewaRS z#yfxN$SLR3GL=*AkCKd@RN(2PJb-7Ccm0N4Gu}UAp!=+Wjz4uk*O!d<*ULR1Dn=gEloMo^CsAsIU@bq}qIUjwGR9^(hH* z#Bk~1R1MuMB2`qO7LKK1&J|rt=OdM9j;i$XZJx+9Z?@`_xVn>)TGi_#1CrZm59TTL ztO94%_5PtTnl>uawjlD|cLJ7wJ|+BfTPXj;w^9oUqe-RiZp^Y*>T@@aXz}+o!QWTQ z;*Y`~EdKmNb(5&Cqs{aw(%9r&ZQPtPX)k!u*A4Kzp8NoiC)a?kdHot<=t0E?1I6JQ55x9ixzfLRecl0c*=G%l;9wT@j%h%_*-_ng)LfWK$EjvBo2u04q5#t^nf0^SMPX1k9RtocY4Aa|MZ|i)%h%qq_ll1Jsit-xzg^{GQV8i z8~q+%L~|XAFATvG?+Fy+5@pUqQ_BpHHcAOfK(vi8Z*u3Mp;ZGLg=@91B2hWOqjs$;B3j2gVusmFA$4 z@-&C*u*u2SS7^z3!yqVrE)9v8#}IH`0j5&b&qQNrx;>WB{|W+L{6f8E^mA83@vF+B zgAPmon$eN#R?r#!e<7ILo6+A{Ys&a7N|i9_bAf_;Qbzwj5N{8~e_xix={m}H_r~HE z_ndH_Tqzuz>Y_e&uKfjl?b9mXFA6C>UzQY<&VG9+DYC7n)R1(uN@w(6CJFe{ z^AwU_K~9E|hs@0W)T1Js>%Tem#4fdw%2H1mJQ0G^G2NUh01wX#!O0$R7}x%sxwWxa z?W_=RL?({3K;*n(Lh9j`1i*;5flCo!!tJ2pv#3w zPc)NFO>zBo$F&^)4gtEJwZ%-Ki)EjiJ3#iuvNA^C#j<~%KUj&2Wd)3E4WnZt=$42E zqa|B$>31oP!ZKNW9Ra<(RTEAvC#%`@6fF21u@{fSbV|lv#C$T(^%Oo#xK#BN1VMb5 z`*^|?A9r^Nzc^9VQ*cUj&MuAO#v84Gt-skEf(NxR`X>G?!34Wefu@&=Y(AiQQ3ZuP zuU#0YpENjitdkorG-Z8F2?e!eMLTAyI0$bG@QQ3y0<>mr%zTc^Er!*xp)f%&T(H9lK0fBoIY@mx0I9{o6wKZ-&x6{sy&> z<7{p5IOjo*6#g$$F?Yd> z)rRW#1zuH~JCW^BSpHQw%F84?XA3VfxRn3}`4^U=N~2L(Vx4z|bCrNyxo`)4a?xXc zD3h#rr4Vpy2murFN`WVrGY!im>z(4xxu^NAa(dG8;XSi#J1?`I?QzyKS+jQ3140+= zbr9WY2wNhcg`Lq;Wkyd9nUO1qls54Az5GVr%#;q#h*Izs@OZy>rJ8; zIF%TcL0#4ZbY`#zh;QdnqxRtXfj;HJYkBSrcc@`C{bU4_-929c z<+6RX`R<-Cn6~X5yV2d_;zwOBYSVn~*MTrue;kj`3PVOZsI~qc|2Zz{)9?8h`>~mI zfZyjwXq0D2Xa@&5Lw>;TIslh;QSEzk9&t1BkNzmb7jjV@k~=`Qi%P}_bWt6dKiFXi zqw#!h?fW+u7Z&Ob)PtSF#dp^&;>xn-uIG^B`%ykiNGjr+I!Vk?y*2l1eJXL) z)s@t)+xVzTwKbw2Zz1l3HJQtVF7s$#)gDxhjND5U#9pYkvgEr3@JDY;*xIy*6;LkFA`!NKi=p zPf#}&0o=n-yrV1vs3KDnjq_F;Qh}<1=mNj$*9<)Y2pC_$oE$W}n4Fg?=%Ffx zhMj-g&Of9VJALk8D1K4d=~MmC=l3@Kahg7DhcJD0Q=7LrN}wRx(P)h+CoOiymDz=v z%J^I@QdPv@NL1zCbRG!ftgDyp>K>pd2t#sHu1D0?<4W_u(1&ftw}lW#@5q&WQs&H? zm_EJ-ZCxOyHH^XS{Hc5(Xe!DBNAP3cL^JBZ{~^nj$E zP*e^!BLAw4{qT&iIVYU58~;Qde; zpWUn$m&2M@#_LA zU#$+mDDY~|>M&cjoNtGct~B6mV>O&r&{vLhyP9`#X^?!iSQMay{yW$kUMrWxQ^QZJ z0WS_=ri2Eh`m`4?KlvJPSl`LuueF_Zl{JLL8~DIKE(myK=MlsOb>I3>s^|%YH#8HA z=Lo)`_}Y-Uxl&G4nL*=%QZ57xk#ZW~+yVnADL=cwtDcl+!;%_5t}Ij9AZ86x7N(kv_6Tr`<1DxJSiet@uEIa!L`Q{m>pFmFRry@xXH+k~C23}L5)_BaYi-ohMJCNk_Fm;&Xn-`6_sSy)f4$(@ez zyvif-f?#^SM@+|An0Acm_uNg<3Df<3dj#}krS`xI?cfHhpr0;uergDvT?I|)zc()C3JWP{30cT*so>EYDZPozZ=_=MbXWu|3=>A; zH|!px_W>Y6V)Q;ppEyR3KP^*?p4y63n>O!xxOlJ~?G+cQjn)!wWDbeZ>l`&RMsGKT zs-;21DTz6Gq4|M4X+0v+V0h*xT}roo%2j8qZdG@-HbrYRBG;TX5}iTLDLT;}Z!RE( zXj5d~iq@QU7GmJIo5A)<-N-5i-Wh%koa4F>ij`ykZlYB}F{GDcr=jxdxax?kT~G&K zHUsQwn%b+n(=zgv4W9OsQNWDnUz!P}MHc4AVp?Rxzo2f2*Q~CHKZ|EQhi|om8I)q6 zUIg_eAaOX-7t|!NZR;!p?U(~cpASd7cOdGytW8)~*Y^yLNRYv0@?tuB zOQKaFolQfz%7z%mF>PQ@SIf7}eA1H$J>Q$LM%nqs z+o>Cd$1WES%H|e*K$Q22Px8esaOPc}kqW1csz1mW9|G1L#^gx;V#Dc^zYMmWCqCpa z$b~#3PW?tS%G1J{3=~rT%!2Py@OBz1mhYa19e~U)*iVXC-P2$}>4?WZ8|_Li==z=p z8d@*V!koOqJpzwqXOpr(du9JR?`fz{#K@g4d@;j^)KGd?arny*)9AuhWKuu3oqeedY0-Pf73Ug|DJ%_|*$Hqm^8}K-7|}7xXlV zQPf=vyGNHYdl1d?v^{YY-L&u{yr*tjct3sQ@P5a>3%EBykvE`)Q7`d-(%3`se<%<% zr}<3au2u^E-LyP0N>lOkp3CK)1zb51P1aF(poZJc+0jd3h}z+#Y@Yf;t2S4Aq7)}E zH3-I{t@VNW1T{4cD26>F(7!S}%Tb7`0+E|$HN19U4wWnFQ_-+0hR{R_iuq}VXR3-3 zW}EgT`|b$3<(NMT$NWB&W8yohg=8S4Qgk=obf6?=H;!oWx9USIaR2A4P~; z{1v<`V9Zuw92ZX2_EY9%0Vz$)B-n&L3^Pb7`>uB^Xvm=f)qD!xv9Lzac3fGsQAC{{ z9D8f;j)k%8I~F?d=G?Oo+RR7aN&P`zk-HWSfkAL~3mR!+5h;F~26Uzc0>RBunR#Y{ z%k0#tn!X#n3JqIF=?q*pGgqxN7oltirYfxpRh}d7B;A4R^h`f#$0dHUDN~3Zl>bJf zd0Vv(O>s+jG>U+s7E)|b8DIj69S|5B+f??~!3wT7Rbtz@YaKqET1oPzd+!6R;6Ks@ ziHML@4zjeIc+U(a<3|cxUJ$~T`lw9_0G(%UW@adM)Ru@Vy3|lk;oN*LMM<7-0v{`N zml_%Nfx!f;gll?01I1H4UeMshE99NO@u2fTgQ~~`8cFG()EFbj5<5%JJ}Qq;9D?=Q zjlp#Mbb@^-erm|P+2&LXN0t0q5eXD&la z?egwn;Z&+Dx9 zQ>+G(aumtl7||6E>mHOLO;Wr;iQ_T7>(surnVb-Z)N;C+1L+epeO_h{PSOe+DQ-{u z$#6M~W=t zPXf5q^ZN;fD#SwY!v5q%LJ|AhyPV)0TcDhd3A8BovXQj-Qv}6Oe47GBYlmEui`J7p zCs&NTj~nDUi)=q?+$iD!#n>^0v+JwiF(#5t$^Zpa%-t%-wMmFf#hxPw4ra8`>prrK`49qRD2_tlVQbPM=aFb!(3%uf z6|&%*0q*1(=V~NfefNI~ys9=%!iAx*{7|s(R^Q!r@qzp7b5Be9h#nz_na$|h>QZxn z9oabQoUAswx&^?7yq z3(hwyt%&+Eu1@#plpAgx-;AEN&(P;J$(T>#GgyC~@>)-@w_x44%~+QhAxq z6fjP8ehRk%R8h)it~OiY{NoDB&@8sNS)jMvXsa2+_l1@bU9hW1K@%r}hiQ0T~d@8{gmzon3`Z=01hvHS7 zq)biGu{4u;saBnxYDU9bKKBfo`N-DKJ!7-n5=w&*^6~2UwTa%Zkmpf#=R$p+u3z}V z2Z|05`6FzvHJUA&0z$8!SWON?k5r`}elfy}(HEb!A!x8@t&l>|Y20CpO;W2{${jH` zW45CUbvk=uQd0#Y`Ok893cXD^Z-ZTK2bc+ajY^AV=1a?Y{9DAosVUA^7aR5YbtsBf zyA~|pKu7|2gR2(m4I`wlE$_If#grL53cD}Curj&J>!>L$QlBtA||IF#hq%TMi3&gB=W4^bj|?@nNFQ= z8V_9wu9>RU%H#}0X;xKGS6zT;ctXlgpXa$sP(M>I34v*r&}pQ3&GS=F7k}$zi2ot!zgHs*S{Y^N3KbxjEK z-OPp08(tJLk%ZZFU(DtCGM5lP&?|z5RDK{Dr=TC`L0u4qc%Zyj41VHw(wIZ>+e6@W zX-%OxZ$aaNej-6-h;N1na3c@kS)}cYs>Zp{;eSwTR$;$G8gJdNqkqk1DZdzeGQWK` z1epnbqu8lW$#gw_J5XFJ8V3E<<1XM@!QA&!PL zwmg74)=a6s8HBMqZG~Vf!H-8^J`0R6KU}SVI(87UxLO36|0aTgc*r=Y0P**(qWa4$!up;8bhv7ookjf-wooJDc>D} zwFFZRVP0=%#04|uM}vk{Oi5!EWXjWfLM7O;d8Y4eC&C%Yo zlRb@#5B5gV?3;LMFv@&;VhB1De0ww|yoNCv#J3L(8dC8sjZ=_s&+ZRy!MlCv$zVIa zm}W2(KQd(YF8@Yod_Ec%%i})A)CSxGMEHr*B6&Y0P|R=dhZi(|$6DX11OQ z!E%DFj{zR07|}s&eSOf7imhp!f^2n#4=_x-MTr;P?Aq3G0PG1dFyq0n8b9&b(9}Qmj z7kyyg8w9M95rVLwjI1j|4M;+8J2S2LlLXyRd~3+eTz)?mjX#FQ1^Hdb6~gaC_9t>iB~z@Y4-4*8I&>G{xAez3AQ~BGx}#nna{Qb{1E>YG^}Dk8mk}!9v^@} z@Lkc@4esLoKE~{}Fa0TF1s@OG{V(ILkkd=h9KvoyoHTYjGcyRHNB~3{$K5yCqh`C# z9}NDO_l^!hUV``5V0uGnU*bq%G-z1Gdo)%--aEE1BEfmZUN(4(A5L%##b<@g!Bum^ zX#6lVE~w@N#UXr0gh}JO(azABoUoZRK0C|77kHz^b1?Mj>i}MknLmB5TBWCo zP;(81_sj?3Ye66=rA6ZwR9cs4aQYYJj&-xoy&9Cn|4uW*g+r2Km}6}*>5Q@fTtSs2T-s`U}gTRov>62guf_Qo>1Ub1&d@8gu+63c9I;O z-%`P&lVf!bXMQ79P+ccrgZ)jqy5F$-#T_SoT-SU*nLcsNcmC8-QJw2A94RU0p%)%18B_})$9rB6}gNDkh5~M3W?1D;qq#0n(($gs;l0hS^9^J3&xYkT3twKhA84-($ zIHqoh&#Z=sH{)5)!zpNn8`ZvLp$Kk4h zHTbvo>Rkjr6`nqiS{%jTKiz^xD~)210=6dprRsbZPDe~0i+ad?`Wvjmh8(q-fSRzi-C|obwKD|)?wLmIR5#K zC}#cuE+I6kk`G4b>QjreRa_3Du76O!kLlzD^?Svo7w(y#xwmMlnGq1}w#A8=Rl2l0 ztY21__tg*Dhf2|+W~Wv&DTEia;Y>PQCrSEZ${e}=aHvf zpKqG-FJ0cUxc;W#`s)UBY1%PSUy}s4f3tItR+?VVZXZ*rHOFybHP_cd0Rd)j7n3k{ z?(ZOWOue5lVk`$K3oXZ*i1d)UBI}u#A_sjWIzh>hu7hPSG`Y76fZoaZ4-I8_H+g3+ zS%zowE;IR!Y1_W251eQb##WYHl~)){O2tU?-Ji-qpU9Ku{PovPC0*dkj8doQY=ZLKX^M_8#T`@o;e(YbTUsJ1nPMquzewL)s|d!}XqeDVhv%^e^< z5VfK!Num551WCq-S21P zPII~6nw(Mi5(R~8W^5yg(HL{FwVmr&Y_H5VtEkrBoUC78Z7fOgkYQkUZB*Hgnm7*b zP*`IiJGMC*2Bz0?y$!n1#O!lWafSy{^cW+m4LESrP%~p;VYY@0sfi`rxYEFpWs3@J zP?Zgbc-1v1L^L;#s|K3U!l5mG=;g;Ns!labj8d^}@=3 z6Uxf*YpI3Qv`gc__M*y&M3;`8jW5SXm)0g{>a)0NW9wKn zym9^djcak&(G2K^r(6IED#Gk$K-sy<0!yLZ*5DCWBtmttX_E0pO8-yOLjzRAXe_#v z$`{eg0BFN0!zZsDiB3Ol{pjhZojxW70-f#DTkbxvYogzsK(;*jHQ~vxmgUKV!INJ^ z<8H?=sto++%s5KX!10ppR!S`juM`vw>BL!D59$nc*|v} zuI6f5q@YmYx!S-6o@!d?{XEzm1~so{J8CGhr5qERr2f@tRGD3vsnA|m*UoY}#zi%g z4HUmZSu}Ysnyp?B9T@R{!&BAmmBrcCnd`^apCX00Mk91Ij>=pZ9<|2gwi^p5^*2+m zW3k63f@^Z^AayHmOI<$IH%$SfPA*a@J0+fEYPGbWW5u4tLM;{F>XDW^r4e-9y$vXV z218(~c71IMTA!v$EBuC$Xk+>>wBR=v=f-Qp8`jm&n7%Iz-v?&z1EZH_@-&9BzK$-=k9*&m=g3KTB@#SE$(SqAJ{jb9 zNJ2mArLN<-Sx?wK_Mjk8RHOrqk3A%DIlx$gw$>gQ?ZURs*7c!mssRsgXl53V5`aVT zi6N8YvlJz`RKj8yjWN5<`(lRu3uDeHvzYi2B~!LI>syzD?S6D+@p_Kn_2FglN+lZ3 zV7z7<666F^7RW<|1SdFG_O$=d^J3ex=IL4Q^rm$j)BE>-!pP8i;!hd}Rx}?cqPeZC zXi`Clt)Zf6y^~4*bl!G=w18;W?DnJuRM?ZOcKNTW5GX^lKUbcb7By!`@gVTM?y zx=pB6TEZeVo^oYBnD2(nykRRpsTKM33J_#_XbJv>u9dXeha~qYrRmi_p8u2Z@ccum#{;Kd=V3geC4-NA%*uU z4vXxT@_Y4VonZNy7^0r6&+0PI19^gIcBs6Gtg*Y)u+Kyck2sv(jm3E?BZi}m`uu3K zHa%b44(|ZA`s#QCM|UK!iS4B=E3J0}8X|k}7JpSp{pAo+CnTD3MnBIOPO-#OHkp2a z_;@kw^c6G56&h2^Tfw)j`219G`r{sP`lBqII;!TOz2OB>cRloAXZ#15@tq+vb`=KY zHUAG!H{UE*3$kD)L`aE8e^_7ur7*r%;8g{SaDFH(q%ZS?_b+hUV7~fT z)f~2F#jUN>PI`orIp>uUTzATCI=Jps`ozI?{HY^!?R|8N+iO(x@sl&v$!o`P2Wqu3 zmlp_hxO2)p<~Hgf8feJvXINmsJt5@4>_Z^XWx!u{EL?sd&_$+g`|^GS0=X02C9ya* z8tC5suM!gEKQyAx_TUo?bZIWi{J0=Hv-oQ2CJ`5Outx=1=A3At1LbE?)iwgedpy|I zUwx=sxlm`se=ML;o>}9D#mw@%4zvd_DnT))2G*e}!j~LpaRDBS-j06+Et~CiJns>t$0B4r&ez8x zQf7;CUVu~4CT^aY#*t8cae9U>JgHB#a61d1bu_BiEyAdSwa2Vtf>!#~onfo^qcoGD z_`_;KT5;#DzZ^8W9QucG`vHsF&I3B%X#DY|h*#S*uob669q64~Y_=%cz{fETlIo2r zAF9nR0lBmF9ekvO=L0xaqR10O5y8Z+=ok~w12gE>9ux&H7p%;Si`REOT#HM zTC03CGzN+fr%M0GHKPyyq&B1PL!a1;=1xo2ubsl^%~kOY*f@<|$slU1RDJus)dIYk>E%=J#sTw*9Dn znBN|HI_&R*6F-Xqo_J~`l`Zg74S?YmxSd>l3U!mPz|ZNOdL3r_ef&O?7IEs&gYD#F z9|afZq9DVZzW|Mjn)93aUB{f?pZGWlyYq0cEnj>%r^>*2O)qdBY-EZgEeUYiuY>Kx zQ-2CKl$pZLUZ!y0q;^QoBIAX@cIOZNTy~Y2%S(Eh%PL2&C8yE(+hE&!<^%t>GQhtn z73u2LAF z<7;z^b2em9A_yr&&xmW(tS>eut7aEiuCZa6_^TT_blB}pyL&W+-T{>^AX{u~t2wN^x!7pb zr(t<;SRf@WG^%rz`5OLj+G5`Zo8M*Nv84P@A?1IBk~01&wUCf~i~E#Q8voX=ZRhQ$ zBVzrf8_}khAR4uHeWg(YLbslqJkUb0i@Fe6-Jd!MQL1SItOQ?x zvx(Pt_nNpV#K7z5TZzBYMq7U(dS&S9IPNm03#HNNM7=)iM+r|?=c|0>ufxw1`o`+! z%;NU#bl-B+tjsOI>%ciN)D<1HS1Wv;XkXfaIDSgLKt9eS$F+7$_&mxNLU1h^JpgAj z{n2Oke0bTY>|o1&!00bBH}I;?`he{ZIQU)th*Ee|bgmLXR{#f+tG>o9_mQC*;8272 zhoY}>o2#?bqODVeOCYY|M(UN1hQ`+bV__P+F|XfnO_=qP!oiv<1%(NFd0bQk~cz}Zt%($4+1|L^&;%PpzFZpQbKOJ($UL33AdHm@`7z3QbNsUXu`{w+-<2Kg5+bf zB=J7Bz5Ik`FkPxLxj+>qO?7IZt zYpgu4AJFiPqbX(HvYB`q|XzIcu~^lmo|zF@>yGUV85^Z z0{i{y&tiXCuwN~UeM(lV^oIQx_OQbAzP=a=x~q$`y=&iP z7(n7rQ-4G8CqrOyS8cks^b=^D=V*8MLQogN7liOMzBsqbPPEuAG>v}}?r~)sC!QJ% zGAaKh1bqpPqJ)L-GX{Or_&$0DvbEMMm3-_2^2;DV6i?CU1$pXt4OIT-UISb7bu)?h zfKM|&?ni%$Ziiid90WG^LF0n_D2NZ?M~Z^kI;05-ZfZ@&mky=;)jRKz-79_(fCX> zF35C(;1H%GvZOKH3mmUj!UyJgtIGMm;4$pc_vIaLDfacA85%I>J|Tnv3C<-a*yET6 zKIg7-9D`addCz9IZXMj!%*g0*2 zfKW}u9+^#62e!}FD=l%PBZ!au<*2izLJ$WWfskJGiCNSle|D-9yHLK-JB7?|4ml&Eaz+x*#O2(S=sDif6}PiWJb?a`v2!Wu>0W4DP$kN2 zLP$k8NF&vQUG-rOCv#MXx7cbM!0E(6%5j2})geepkd73{(TtZA1>%tIkOb&j1#~>O z(simpcX9}Hu5=M-8yK`g(j~J9AsG!IB+GB5R~tLkv1aDZ-8oZ1bboc~T*PlQcwyq#R9MIOBn&5Pu?*S9d9gzD zD-Lhx5oVw&Tj5L+j)D0)r3r8+bCoHnuAA@@tx!N{!kh1w;M;}ZQy~OTup?d0b`8@! zg&k9lW_{n+H8}|C897;qc~JJC8drI*SoA$b(04SH7^a|*vvEl zr-L3c0>(0d^216bIiL^W{yzk&v#qB5Y})H7GlrO7`16IH4FJ@%VrEeQ6Ig z<;6Z$uZt*%7_VK?sxMHfbwo_pn%DnTL_c77dQBC?h|7D>b#s+nMW zxnKa{iHIn!%wIbeosAHCokp!`PDn%qElLD82wcCi(Lkjc?WoSq>ePpAd--WEKlO#5 ztX8dvRvi!3s__%3g``lV>b^rs_mKjy`Kw%O0Ah`b_PWr3Xh6tYt8y*86P%br;-&K= zWSQ|I*mXF$#PZ`^ZHkeGSzN#k8z|uIDqN`92#>a&J79!VG#7LxGH%hs_C*p+wW2xj zIzvf`aPEA-Rp8RIqiG*n!*FDsEZQ{giZu_STs;= zB82+T%yUt5Nf_2cvO>IWu?7t@!X&WpWA&-eld^>}UZ`NLF@0N7v?`5h08Yx63Ug35 z(J-k;0@J?Vtj?l-1hNg7hIRbd!22lLP9@qTg{!&NXtKTB!9>=)rb+du&K*`S)kQDO zmDNiWKboeO+8^CI1A)-RzN8d?qdK~%N|sm^!ERGy;;7Ozvm_*QH54F3-c)m-QD208 z1p9&Q7iods)yrBjQ3enxCLXzo951K<(s3{;W>IwoCXDsTA^^dFAjyy|g4Y~+X$iXf z&%@IC$wKQVm8CU>GNsbG%iRJmka3?^c3e7bx8ugg9-FL%l;XGc&tbRy^lqP01hYEj zt_>VprKb;?u;?{9GXcqc#NBIdIE9i4y&NO%n@>FboWHc%LpZ}Qec$s_j9weUv-+q- znQX^{ZC{D@%amgD&LGfKU=YCr|1v?iH^r#;6r+z5I)~z0LP){qD2hd>cJYUW7F|<} zwrN48Vmm?Fz{qR5E)aLG%{f}$frfFO^_bqLf+z;viBfEMVo&bdSLk2+h%LJ0{%Z+R z$A5m^zNRu?d*2(h?;M}Z!plzbe@-;C2WRd5YEvigVwa@rS8b~sH0kG)==$^cCJd!O zfcpytUr3YNVbu2&AhVsf%6Atlexw+SFEc+{@RGIe2@;iy^#x&FFBc1GICR?-pDhHf zD~3x`Q?dHm?O?lK-5DCk2Y!}`vp@X_il0%ar>eyJpmE;uK^N5TO~g_~2vX_`819lZ zF)gNd)kLhLgqt2*mYa?RHys|zP1$N9H4)3v8M20Dw<-e*Tchmr6NBy;E z8ZT<+sN6)X)Tq&}r)lSfAUt93tp%LtFwXse??ld(ia1L=HHw56i>*OmDBF(4&a>^D z@D!VPrJ%773?T6|^*0n(Ltt@@8^Xr~8h6uZiZKLrA&fx-2xH{8Qb8GiQD9+PjlCs$ z)w@j{zmc-R^aG>bZ(^aHK*A9&qcT7j_8GrIA~2fH_V_?YJa=v=G<=9TLDS;1DA3d% ze8Gtcj|pFtxJY1dxu^1%IqVYl_%03koT<+G-<@yUdHjdW<0m2WaG78oCh>1Pi9$>u^9^AF z!crO&oYYA0Z`gNk6+neaHjVUd{7tssfSgg%-+aZD(GTArBDGqM5;$IXdoUUcYK zk?2s{RS$8ZrxyU!KV0ft#OQpkh~-C&#-?q1`*KE%x;Re6jy|M2=Jc9b@^0rTIJn0Mg-Jat~-&zLFHwMG$D>2vaspmwu zzob!fx#CHmiaBJ)lUhJJ;z_G$*Hb(x4NQL67eUDj&vK;WG#=j*;z|FR<}noilbVj+ zQs){7WK--$-NyL-mch5Rvi3#-B7DMz9`B7T-5XiDH&R($hq`AYm5s#||4j7jPeb)< z{1a*+k)^4+Z*T12-q^vtk)<5bY-0rz5zTw!juUamRxkZt^wRIj>LrRSP18$v|AYC^jSL zdn&TDk|4DgSsH&I!7Ivc=m;&16D_T4jbcYn%?~X-#SJYb81h3)lTc>+aml3#H=f>R zMqtRRxqAy zM4_dx3+1M4HIW)xs_Y!n8M26Fw|7EI$pl%P$bVHG;X8)Z@!ZM}=Ua}@(l3V~JYn!r zq~qrW&X2n>Yl$GzoA%uYd2aYmtrUr$&3=tfS-%$qkFxRzh&(IL9-TPF{S`E6F{Zzy z{!rU81QvHyA;kO)jq?sk9S#v3hHwZCARLn4N(FhWE&z*)G1dD{eIT|s#uVARjrpc) z1t0wdW{)H3PtlbxAvzSLa|GI_Zc0*cepie!Jx$PXN)KqDxXBG!XmF&qaLlL@>ca0E z7yr~f6B_x8PC$Ev| z?YS7!9Wsx_ka@UFKryBbom_^;HqU zGFV^$1xwPV$RA3@nCd_y6Ml4Q(ugh+WBNTnDKVzsr%xPX%Ab}e#&q3WZCuq>vn80D zd10l;cwwb!t$TIEVt7&nBpMeP3NyjUwo4ZU@=ux?o%7_Ym5E|uecyt6MRT&-RcYBTs zJ+%y+8-wA@)>nE?6cw6A&E<*;9l#tiqe3kp9Z{kG1u^R>DwGD+QK7=K9Hsb6CBE3s zLOC#HHjaX|ao~A!V z_jqIvEU)@vWKSuW++w5cJFei%?x{+fe{m8=3!!i)-ObK*C!^todJSLXl6c&AgzM)~ zxos_n(4iKVDM(dKqt5Up7p~=;CAlLNB&2+2s%`~BO)@bJbq7#-57nyx0d5=66*M(9 zxv*8Tj;5|~io>Wzea^&Gsh>Vvdr#dUR$!bi*&Uy&1(m3xw&v80i&9B%s(=V} zR=g&a*O}C%lHPi_{+BvH>NblzR}QRDAvq~KhYGi#14`#sP#+hyGgYZT zF~E|BIePcBGJW+msj0yRT_R#$C@lPf5Ej%v$MM#m1X5V zuyI)yHZ=8Xs)ezx>ExbYPVIF)uqEBQ`)XlJ?+oOy3{|Puu*~0$-skPbyMsVe#~}m{ zw#_6ssnW7H=p`uVyF0|;Z}w^Ao0e^o%cDp+I> zl;5k*qy)>eQke8QQyt8f^fJC1x;BB`MM2jnFN}+eiF|k|U9s_-xL~r-mC4T#dOt0M z-U$()J9TehlBb+5c6Exh)z!P5lS-RYm#cUGT4wW?JJozZn9rOScCD*sn3Lh3F>p3ZWZeBaLpyi4rQILAprWZv`X2 z3BgE$f}}fs$w*1j9gegel@Gn%`*(ZIQuClMi>*a}%Gg>2`2J{IaGjGmhES6R5NhVP zQtRA{igT9e>ik~)b&g=6b&fCvzlWz4s_Gi!kh_$%>csIqGGu1zQ@D>S^Acs;l~?)# z<%bHDPYa=PfSvBpaE-cuieIZz=nORu0$9J9oqmM3Ou4K6g| zJ6QOx}>B`)4##*lxsD`=QH}aBEu?r+V|_rUnpR(06H7X3xB| zK40y_?a6-+Q6Y6hwMZc)4?7JwUv>0YE%cGE8J=T3@>J9Cl`N$ zx=DmBo!=)C%Erox5lT&H?(sh5Z|CA6Bhu;XXq0DB>8K!zbovUv>&(I__HJQ!9^wKG z3U;tbw@j~JmVxs>dx7&{BV8nO!c-REv|k6?iKjlx4SXd}o-$B zM(eu8IQ=&xm`rg2fB@yOCol>H6xZg*&F3+i~YAqWl{5g(Vf~M^{JI zrsr!?8xA+UPSmES@fPl@oaaj@6?)CB)e|k;LXMa|Kl-jou|ySIlG~`xRpvpF`Du%N zd*}OI1|CbwzY{x_v4$Zh^6v`>w< z>aI7wL-q+uTrD+gO}Q@^bjXMx8@TI5CmNBaxbh-pZIU6j=H6H3iqIVFceeN9*IRpF zQHr~`MObt>A{D<91e%HqAb4ORk`Sdz&fZAHph(3Z5juzBJ3>goPGP0RR-*Cug%({S z70)-3iow!vg6PuX75m%oV7qVqS*!9+LGy3RqInh2{NIe`eBZl@fck|{#EV@#U&jX; z050HcXz0r*Km}tfm zgqw!TaudbI9vjL{*`A`*Xhy}jq&7r5XSXNDRmWtq*5|*f4$##AWFdT5l#O?Iek3`h zVUqbdK{_8u9FhL5g1c9N978*OxXmO5>3k5SaslTE4 zx)500Rr>*GJdeiR6q@1-L0t%65W>^=;@mD<*kaq)H2z5(B&eu>#8a~*@CnI_L(rGt zs0U(#FJKJ%9CaT(1KE>n2XykW56CNn08uZLm(|P8(x!}fg8WnY%HLATi&CHMm9A@6Rq2hV(nIRnW-9i5d;uW>U z6YNf&vjfl``+v_ZF_`X#)M_p3XCJV`f&fzjLC_Qwh`+w;(p4kst_-3fR(t~Cd?+3c zp_eQE6mEVT8W$9QVYm?SCpH!F&u^u|$39SCd#~&f7lA%NtVc^cj=TF;TD2 zvX|VPnhsD_X2bqLleJ8pnO*dlrE_#!uRbAVj)t=Y(hvyI7lPagI)E}ETB48ISur( zpX(-Y^o9-S?mqQqF|kQ7ae4?QT+KmTbPA)PkmeAKg-9z65EU3eX^tZc zysB&jVg689tmepXso;6GQZzy796DSPn?V!k?vGZa1Z@+jkaUg~ed2Tu{5}i4)}HMco`fZgN2}_`@8>yg)2=wmMiA|RhW2Y%)JGqBj)~DXxCHBJq@g5 z?nMc3==gIKAz)wT$K0Q$WA4w}yk&HChWd+ zd&4;K@YmU#KA!#*HK)l6S`J;#$Xl%-apUf{4I)@m+dE_{SZRzzmyVr{FULoh)+T4_v(1rc>sU0rasB#@YpKvS=!d6Mbc|Qu zKHz%z=PCqk#N?esD6`8ylxx7>YT*F?WNfoyqlMtE|2S)QbL#|bpq!ih9@{z1i~c6e#k$X*|ydsPw8z2&eN$ly^{sN4m(m%`F9paJFtFoGF+{S zI_BI;=NMpL9F$%_b+Y}SS=F6dvd1Tu;A!Mlc~e9OZw|PqLXP~rR$~$Ain74#Gd8TV z^W0BF23B%qkB0SHPA7Aw4dk&-cEOGsObpeb>O@r@lJrPt{niOJ%?La4>lTr7LrcJ1 zWhbXpI<|u9$INsqfL^O+3Y3i_d;qEj`5l{J`?(~+9HFJ^fQYg(DS>GREiCeO6FLV8 zMpA2>s=`fHW+xYCk<6(S5gD5;t`^})T}My;kZ=%FBfV9nTOL&(k$qah(MXDPc9-!it=2^ z=-$rFGP)ctmFDz3Q6x7S0Z;QYxVumaCY^!Q!vCd2n$DD-$+{%v>?FlmosjSbI?Ivm zaJeok(}tY7xOqQhxo0`7Z76Nc6 z{z%B=_~b*WBnnRcAR1$KU2~Ssk!+MO3&2QJYQjw4x*TlxqbrNouL)kiS{APqWcx+N zYqs_0q{)0vNZ=(YeYtn7+M`bGU85T6vpyAux5f4EsWTjG-vei6W#eZe8$T^88x#xt zZ@tOJA9`MwdtQ}$UXy!UksV*c@Bf66q1VtqX&hM5Jm4E_4(vyNLXH6R4u#4K|6izR zW}hPE`8Q~V6w4#Ky_1h8mSFy?Dnd$`He^5kCC|kV`nf^xCJSyr_3Htf&#;ZBIRjMQ zRrB4@l?~X@5Td5+JlCQ<%skJQKDNjfT+3Lomwlig76i1ix(U)etJ~3i7x$AodZPX9 z)F33jl;$-QUmSuH*I1{J(F@Ty&!y;yj1W9TWXM4wB9q@rg$3PIKvSqNC2@P?_v(u; z!Sb{e@qL^L)6bAH<5prHP>oM>>Ju@}W21$}BGu<2Nv_Y2I>o)@ppNOE-0JG#G;`QU zeM{J<2w`ssA#6fIkHd6#GHr|bhJ2lNNmpF-iifD%2pT`#U$l7pbHUrL9`W{)EWA02 zVk8&=h&KvrWasrpnb#Xa=H&|d@nD9(;YsE19+hy({6mC`xb1}n22g_j`~t5kScHc| zVIe^$gC%)MebS$*;L+zILGg$>lmjb^iSqK{EE13SeV{_(5r06RI3AHdEl)h+@#-XF zoK7Pd-@_xi4y7TP_ zNW8cIt3)LF4~+(3gYBSi=Fcqea(g?ocqMg{2uXZE8Zl(~a^ew}qvZ3^xs%F>OdCR@ zJfp=8*gK5hb!OpI!?1C5&cpPQ&!?4v^Q2%neFfsGD?KNQpi86Xaz)Us!W=Rq=qw-| z5p=(REcFyYM+3w97F4EfukO5{b^wkI7=y{3vK_|@Pg zqyx)p4bHf_1D-JArh0_Z#Q}UCFhX=(>|@KTweiJ&0$gl1OTtBEJMP61TkC>* zaX~lUA|mXd4CKyzm(asmUXY|BvM6)Qdh@FSh8`3v)AbNVhx3 zlB@4|?~Oh0C53Kyp?G^d_)&xf_@uXlyAr5P5X-);_lRpT66w@tI6Yh0#7`;Pr^sHLwIfs;CDIwf#Ea~7(gN5-|L4fHj_D0>X$m!FdqYqdvgLr{yeYmB+i$X* zP-L~K(Rdx3tle;Jij>jH@whj%Ti}pOOKCQ|U z`n#93+qFnj>${`}vv5|Szf{#%T?T3r^d#u`*!UJ3R^p< zuboyItk>DLZaynz{Nq|>JP9&>Qph-ZMNhdAKQ7hb@drVx0$O_j;lyq^{LR`<~hji5N;9p+$xoudwW>@rrAkDOSkZ5%?8z$j1--YVXy#c7}2@ZcFg55T31DjoGV4Y)oY}r<=g-xy~Em=ZKyL`n>Usl z7L9P;i|bTkJ*y~g&dPK&Co-)DPL*+e$~^}3tgwkmFjv{Er8SI=#NwJdcN#cHb@r2$ z`-k(uHeK^uh`eAVeC__PDC*sYA)TH9i>HLYyX};aNG-0G!c1W#A zJB-eydil@AuM@JLiGHiMmnSXk~Ng3Q{Im1 zbNw2l%C!u~{_f~_k<{@)Iy&~%jalG)p-^)`-3VAg_R8kOm=Wv-Lmp94=~P!5mBf+S zIw`fabxQ5%FsZp(ltbKs>uM4L+`#I4iNkk?(b)12+=teJ%(yPwA{ih{{&3%q}KvY?0ZX#;}-Tsh(fxBUCB?v zElhkG8n>{8#XekJmF`TYx^d-f5%(}#fntkMPGWnzoy5XlQHRUee&KH&DhIN=An@=G zHrj#gb~|t7w83y73+H}-JK1hgX{B>nR1&*Y5z876*n9+?N^eR>xtcjLFz@GUJ}|Ck zKZ#^2#MSI+WQrOwS#DV`ps9O8q^;Z4><_ij`IB10a z1*63ZTOuThrL-Kp#t==5p-gz4y3yd4Kl4bncvK-TRd;)QF`5%XrW7)W&XmeFs5~Nj zh&rKb=_7{7U7!Gqe5(HxM7Vv$=!c_R&1~ZR7rP6$Gs_&-4@(4*`nYk>>e`wJP#wQd7~Te#3?hgW9GjkIORALz|e-D>X%@&ePaSC>iGV59ZLN}O%)D8T z0xOT(70h@~?A#JWroPgGoxB2TmaD%!i{fZBKcOQ^u|lL8q6TFCxRhm8SFXeA>v5!< z>|ieDMWk8ITkCzZZCCQ8jb?wX@?a3f3xzzQSIm^#)n}yWJZ@Kq35TYd+bqABZgh#M z&Nn+^5--KIp|y&Mo+j7VC#GQ+sSk~d)crK0M)ST}t%;XbOPDpK)$caSsTfIg~T9!!VyEjhPkH@^i_L8EHxtQ6y7qb##RmECD5!3hT?o?bG z;i}lcMH<(=m?|KCMB1uuTXx>y)trdJf-{J&*tf^)I9sWz;XJTwg?Xqn#>G0u=&PUH z%s)`rW4v8n@47~1w$NS`%?0r{k{RU~gy*FB#o_A&$=7jp@I~*uW5W1yRr)>S(2lLv zs_7i+yCn6UI@G(z%DnSBB}k7|EhU#a)snI~TFS;&2 zw0j9OP``YatzYrQkJVE_6=XZ?a50cy0b+~mK1p@-UDp-wW6jCZWMnPEy8AWq&RgVyu zZWIXZ*F2cF$``-Tg9>D~(9yht8{_CA|^m8r6;qs9dK5t$QM~eTYF6;3?HGz*8y_propv zQ2}|ZU|B(qP$4n58sa%ZRsKGicdYddX|2E4wN~?W=8!&5j#X9n9{J0#&l9dN8}@n1 zxNZonREc~w?m5w-j^Q8O8KW{&ZaQp-{DCvZ>Q+1K^TeC~3h+GS0eeyoc zK2LkrVSn72ZIt%s+40nIU{ZTNI$7*?Ud%OGv=~r(rKB1&Y1X5_%JX;T^K=Bo(P$o~ zBTBL2qZ%UmJS|3M$nw4Rc{-Lf54O*fcxj_~T&?n;PsA}o9+3lNQ~5j{Ek!q!K2K?v zm1>)&qj^@X){k!;Vwy4@`+tzhBL0V%NqHf{c9|L{~#X&#}O*R zGwNO1YNPoM|I|2-rQjr5aOsdW!hsZN(>dysVQ~0MwzUcik3Hbwu_^zg*s>hQO zf7NvM%*5PFQa?+FdUr!Y&!~hTJ$eMG92O;)I+d5Q882ny@r+s;%X=cS4$Kd-!o-4SEV?g@~dZY+8Jt6)|{$DQM<$G=H|_>?|G5 z+?uC{)fs}VSelm-(9t~Q7Nq$>Xd?pqyT~@;8Y!)-bfo3813Cv?Ap{m}2lZ8M$y(iQ z#QrWX;oBwex9RZiwiLQu-69x|WhqidI+jAo23blCZA74DRB0prOUmal9r^fdgJYma zgovVTL#wvirl6V2X(Rqea`tl_&fJ<$fUTbjwqj{sN|S~ww*o9@v$6+PB2pS7VKo#_{t*`N$-V;?h5+eO8jF^(_RZqHl3SdIK7e6hr* zNM9_coF?;$`{3{}ML0~ga9C4p>B)DNvqry>p0%N$E*a|AR`F{>{hCV8!LM^S^wVbn zOSkC>a)6y~#@6Sfh%qvL?pgh(_cx_SVSyb>t4-aW{i+h;twQi95tkbD3w3okP(46lh*=ktk_S?@0z`fKMd}i|5K1Tw_+q z7{z`v)>)Y@g|Zmea+S7bTYZf6S9X`bw*>#39^F>zPf?C1ddRArSlwmIS5#|n-=fZZ zM-jx~S{|J52`O=p)g#w5_8R3Kew`=7eY(oiYH~jK@r=0`kC8b*(*>bt-g2p z+!GyJmGVn}%4?}j>CagYDm(aI)im&O&uPIlSm#f|ezw&r_RKa$>NMIfvD?mD=^i2@ zA1G1b1o(YhPLq9dvbZ1c+{^aIY|?{FIXXm}Wc!jozq^h2m);JIe;?oH^H1DX=`6GX zvONBN3QKlm>Ab6E@3=jZvZ*T06DBgxXTSZGQ3azb)7fu+9At<3$vGqq@RMstz8HRT zI|W*3zxe_?&(Y?K_#;SQbMaYQio%ntQz-}wHqp_;c3aCvZ%z65BNN8fR8KFiFjLK* z-PlDXvCYD~i6u6gH>!fIVL;?yNi=frq3sLNeAO0>Ycb>PHr3Xn**_q$WL-;dA&>hc zi$<{-(RMQ(=>(k2%0&j*D)NdwOICC!>`mdet_F28pO9n;=h)iwTN6!d^0`tfTgo>l z)*gM#afxHvj%-fszu)|Y%?V>uYhwPwxgzXWgVoXCqRJxTwu#QCE5pnD%B6h4=tiGZ z*nI#cSV_uzX4MqSzLrk7d#TzmCt7LTi6jc@tXK-CTFAy zh$EaYuT>+aklV8fA}Ee;NP+_ zPl6ay?(vOkxy_^T1KJErVpf|Guu$&V7pW|>4}vexbe9naFAa0g%3ChglYF~rbl?it zLcT}T0|ZH9SC`GSqrP@*OmzoF$&R&8@H1&7KhZG~YmTh!ghTJAg{T7N$W_@t(93mQ z98dJT%W4dKPi-BWZ%W?(P$%!Nh4JoclIQC2g=Hd*91cgL|3~y&Bl#!x)Cq%gtIG36 zt`W%Ww|cj|qk}fp{(|J(nS1(YRZObp;x1cxS;#B0FE!OX{MRv(Dq5rk>eBLLi~jN1OBmF2brudizEC!XXkK(uWOa(37oA||t#l6Q zyvUZaZ&EbDEjz18^gguP57FzTZHo1$Lk_oQH(%qM1??8DIzd^J>y*dhjpn_y**0|@p!2f@~NFTt1ALhwcP5IokZ zHcIx6jJLxtl8tE<@!3o2*J~m5Yf@hC*oqu+s8s|$c?7k!v@V^SFy+lIt_$qHmg@r6 z#1ymQ9;}LHHm3?1+$Wd7YC$_D%!YyB*Vc5@UN5L6t8HKAUrAx3`K}_=>X{?QK4Kl= zz3MB39N)I(=o+y;BV;Dm@gXrzzg+@sa!YV77L`l5dR|F2g9VP~AFUZd19Qkl0LMN8W^>+n zSnE$6WySec{Ws2kt&_VDZE{s=m9+tZk)CMGh< zA+&Z}Qc&nakp-hvF63~KSDFCVM}2LFT&0v5>{mbnYV*)BEIeyT%*UdZn-X{2V(WU+ z#qQU%U`g%JL@r-7SF0?EW^Yv#d0seE%;%~YJlvP^IdIF%2(fCqv52Z7OkDh6z0bN< z6{%bl%Jijls)WfGuWZ1@T@VxLNTG@DQd^654oKIb3uSUFCQ{26Z9$DhMz@Tdmw+t$ zJrJj82zW7sfl|<6UCR=ka4-<9f?&Z;4NggV5(Nbp*U*4LHJU6sQYKEZt{T`NUeJrp-BM!tvUM$@8DT$X zZ{6B=#ES`T;6=4nj+D-nT|h#o3$T{>R4=eMx{%$GKhR~iYNt>+L8~u_+YiWTi|ILC zYtIIi&w>5j?h(Zt_nYwWvY}7Z z%Q{V}uW#qoqMKx+=jqS3!{o{;R(!S_a?ypJtyQGzkyuVtkK{gJ->TQfTBPb`v$--a zC2_dYLWePT_cR`vKab4lYiG}PRv;lQcuQ740sr;dr=nHc)sP8jJ?*QIcfiokySaUH z%}mwEQ{6220(>4+D+8829)kO3oHd3Q&isPTDuc5wZr&-a^9~*B^wo48tiM$nXyjq2 z;`=3gj4R)lvYj^IK`G_?b)@WW11RF}2@%H{qDpP(3{hFY%`pm4o7OkPNUFk3d_^QR zJ>e#<64qbKfUl|v*+ad$Yi!j<=*n8Th|NUZJos9j18bz%YIGK>Mn`C__BQ8_FbUY( zoBR`Z@z~eqFl52&(y}7k9IR_rSwyuArfylIm3fa!bJ~@$@Nb1AM)OZxNxIt=ig7z+ zj@q5(d{#NbNQvvTD=gqup{MAEOSLP%iIFs-U1^`AKP}Uoki{FHr1S}?g$`f!p08c1 zRk061#dbtjrDod;<*s4G!O{>9)GO=(^&l0xOw&gWFKqa=4L zb+~g^GsdnsQm__X3sg0eQqZYpl-+(Y3Q*OoIY!cmYIa%e%Ms2(MC>I9jm3v}mGhFC z$+xMGOS~@az6yO%t(02znzIDCbR_Du-cFROdjAtGztQaDpSb;uuX^)fe_7aFK=pP{ z(Cs60)>^xgx{I8OBuKtCK^A3BcXdJnnv@kS|vnVyj@p9 z;q7r?@GiCXPi06`3(xNwVaXa2om9C#s{+VNAqFq1>CeST>S_AJX^CQ+G0U!vF_@c$ z6)hx{>szi)zA5f9vTa7OGdO1S7VW3ee1m`DwrcKXgb^$1SeZMyhNbVAi{AcPIpjr6 ztDJ_eMl9uvo+iE*KwOR-wM~K(JS0DXe`--1!$*uo=4z83RSiaoq}~OLbe-D?u{RQg zBCD=Mbk|3Y9yPu(%As|YZB^eTupVcJMwpPMQ-^DK&>{_FUmXMSjaC@kVUARM|Il!%cuqWZ0` zZDXzamRh{(c4AG%$1L4fy%yF|mQ||`LamZpkg`#Z?XBdhOnKT|quIkhaa&toWtxHf z8KLojp}(uspBYm`s6}y-I@RY)$-@~sJh-dROfc|If`M4oNAjvueJG)>7zL>6(;g#f zMD>ZcW$aSSo>lgkEqj{vTmCu9m3rEXNGn z#wf}&o((U`HR9hSM#<4hy(50IJzwPVZi+4m_5`fc3$V(eogeEc&(|){{qIR3RMX=k zFxltKXqnf5=XMPjt^>c+B1O3lu>2_30aq>9C%z;tigmKs%$RSJrbhFRI{din1?Bn% zGFKbms@`6zK*s`EfV9BqT&lThjWH2av`BBz=(l=n18Lbcpf+4$pMO_JI)qECbuvI4 z2e40nB;4zFCGw_1nc8{}bY@t!XCnfm60-Z5-n7a!|D{al170jG2LCvIEm zt8V)u|19JWblMDb=^wU1IgNJ`c1+FChW)s?}lC!^&% zEi~Gzh_B)KcT~~+d7(|ypIcJV_Aok zi;i`$#gWz#olEr-2gIjEwqwz6_4X5_h5ZCu&vJWoPDPJ(K+QT|8J!6oE?a2p^r(HN zw5HGu_d*mhG{d*}NrYw)pN1wh!(#Voew>x+>BS*docW0tr6D+6p(jd%>z#E3Y)FKW zsSbh+QJ{t=p@Q&EH#$(mf7y8}`S&7FgGbQ5m<>CJh|g+KLw~oM95K#*(Pl|Ml7k}- z^98=f7s+L(+ib_TNXoK{{?v5-{-<$L*!^#WC?m@mMy>Rl@Mi;xTOd02|Kp4m_i1 zAHt56);4Ri`In#pv0?cq?&z95>HATqh0x|GO5MR(*MAy4Pz)I*))o-B7m@pLMp6x9 z#ED4}O|MvPXDd-`ZrFlT%{Yq5_;{H@u_W5wL@}M;QWOs@;d_qq`_6hIb3@UK&pS?zA&lD4RhN@5dhp2sp9&2x3=6*E(pd3{n49BXDORS`WsQ?o%= z0m&EzsF~oYF_NkkOj#>*X;~o(@Ya$K*$U>}U=cQPC;!A9WBFPgdXs-cN^0P)d_b%7 z0b0TQq2&J2I=E**)Q7{kch%zh79W+@Vtp@hT7u^#-_Pmr?QRJeI`k)k=~yj+l#fpB zqf{T1QhondF#js0^{$Sz0_w=0BtHY|h|5Z9Uw~8=Qu_-W>zMp2(I!mfpSW#;+d8H| zc@4-MHBWc#wMx0@SO;4iX&uqIR6p?_Lh!LHRkmZ%Z}s+Bq=o&2oGeG@RP_(D zYeJ4egS|%MEiKN4Gb^DMxq`WhpTr8L_%t*tm>=PkE?G3PBAi>2hgsq+UN!|@ARren zJ+G@{-SU(G;?xir)6!G{k+_;gxT2(t2UZkeXPdDI5H z40&wY_Q)C;z2teCows5R>5`{UJ-*e>DFcOW4Pt|SvKu8a(%xkApufiH@Nf3=HNG{@ z6@#RC!OS3rwmmPB<&Z_vvymyP@pUhfenO;mg|;0nOsBGdKGk4E!197 z54Afmo|vbCDh)W4PjDx(jLrMd%f;QbaB+u}W2}(34@4Fa9`aU}p&9b_iRi*=2ze{X z@OD1#pz)FBwQFeeIY4nc1|+rg7x^ zUVg^D6g3_*Yfz*lq((*798r2kBp)GqnT||YR*zM^=0z3|t`}K`S1(l~N*@|sSPfc{ zWawz6dRlIA1@(YKzr|HVB?;Z)a!4Am#dQ+$4bm1DNwBuKWZy4#Yfe$s7wd1>?6QN1 zW27N2JhYDuRz9+p+Z@&^9JVh~YItackQR3qsgSf7<7QIrxX8%bX{b57UHi>Vw6R7r zA8Bgt7MR>}Bka8$=?ST36_M^eu*!2nf}Tw&mpJ3ZmzG2D23xxJHBoZ3B5tGdMVIC# znJQ&)f=eSHDK_W^28y*c{b6U*vB)!}MV_H+k>=^lA@^t;OR2g@xc+if(CBTNRdq+2 zmX?I5t%%R6+)_J@t=z6uzo>xm4es$|Sddq-F^X+XZs>}ATzA}C98by@5TG2fc^Rq> zfy&#<;!8f4?Gr`&0>K6hghC2dDH-Qpgu_js2u@TH2$_wN9XVIdSm(ZPacVD-26VBG z0a+lJ-GK7oX^#7~FqSd=qqQ=wbjhfZBau03amKYW zE`_LLEEIi^v1F?BSzMJ|M;`8ml6qN!%rR|Ws!+%FSwN8OpAc{K zq&ad5vh%=2DP`_~zuD3iR^P58TA$T(!}K&E-9fSXUM*6T)wBGVRzI&6X~VR&^Vt$M z&n9(^=2<$Nx$T#G-e(|lO#79}(6L{tFvx!2mlLE{>4?c^iyW9=AtW^@ws?ycDasaE zeoR}`IS#5SvrZPr0{@*fHJabi;m2)(l|l73f$X3y>BVolEUwUn9nNv4*{J zo)-O9@35D&ROBGiGwl74`Ct7`+Qh3mHsPyoJ3~^x5oQq($f5c?`29RVI`%iBMvUg4 zxZ`Ob_d9|6ZIQp)WU@ZjDOK<5dx_H$>?--*S%+_TOTbWhQw7tpYM+#kPVJ*q|0Zq9 zQ~TbR6Ql=9X&s;=EuWRJj?5PV3#cQmC5PJGr<8@%{sPB3R!V-C>+tKg4o0_IDwvIB z9a1hj)xj;!`iXaiA;qFawqwz6_4X5_h5dwv|CP1ytmS`Y?G|BBVf&AG>5Sul zbr#ej{jWaBPs0C7e2VnHa>{8km*LXy%I?BFs>Qy6yG3lRwDjNvQP$`;tgG2ox>h?~ zQf|ShbgA^54gKl48~V9jgq4Hz1lb6uo3TRw6gF_iTSxscJrR3i+glGRlh=r{#PT&l zfflWGodM4sv%Z-2jM#kq6SuKXb5Q(QJBOg`IZ(FVB1BS_-t+YSrt}POGYkLs!hgkC z#g1FL0SP)Q6D8}56GDLfl?n2@JS*$-C3A|c98uk4Dw)jWGNoj)wYP5(E_cLzD!dyK zn+LKaNOXi}OKi@nWyf#LE=pkE!rlv5)|X55WIBq8<8g1?M%-k%HEZuJ#ZK=C{5C1@ zuiN4a@|to>%i1;^9Clrr^Kky6;5?DxNjDyyDHv%ZSLB(oV!o@iC57{Cy{V3kDQsFW zd?c;_%yeX6WAau&T<&U6tZHYk*q{!8WpF!Uz7u!;Su*Tm#1PLdw53cB$}kEU?1OZs zN-11IOC7m(V;Zn$m@nXNSxF)`d^Tq~k=nYpmdD%rc;P3mLd;+TN1epWXS4Y&d{vK; zDwg3%w#cdue;2$u7WZ9gao^UpIP>3_Lv9ON)eZx?qYw3O%X`0Z1QnO7fmf}iDU*?{23FjK!W|C-Hvr43E zcik&JZ^cq(bsnu*rH+BQ#uw9qDYncd>}N;9Pf7{@s8$J&L9KiYnIYX;?kzglTcI?> zDp|ChD$JM20Xh{d>eTU4M=;`jm81CczQV1q`prRtUy(neqiO)RSBb*Sk@yp?F zjvV6UcUTr#8_f~F)#*^-7Gl*lZWjEdK9(mt=6?KV4>NGoNfUn)7PqhNn39)#b(+BKn6wfdTYX zdrPB#K86LT0D7|F2rr6TS4zg;r&)_pp0YLsTnVpO=3Qv%&ASQr0Met)d-?fW0KRiI zpSj0@mIaTA(Mjalc zQpVR0bmAC&Pj9}M5#Ae3Yga9sJFv~)BborqoT?>r46IWcSbMDo#%rZc69!gOACRaf zEq^1hm4wPhpn6`1O_8n9{8+7Qa>0JHU^CqCTozlD67jU?OG zizydOr)m`s4=#O1S3Kc$KdPCbCVFEOrJ5OOo8d*dly-{EeVxrrWfU&3DU|wGZx`9% zO!CZRE>$y`p5Cm{!&$I3FUS{U*a_@%b>MmrLwGCF(<_rJ=gVsLA>6`XCy2^!WE$#K$wcB?&)xEL$eo*-VZ6n}B@sDvMSimizg3z<^M$cc1o`%3A2Zb9q9 z)&=|8Q^pS}d5#VLJJp9B5nGEfXQ)>D&l`4}`GR9HP3BGLe=3vJ?4FVrixkevi2BJ{ zzldB6!IFdX^2$WH`l2SO{lZI`(`faBHG9PmY83(|CDvEAbFHsz8`U3HMoWL!{&X|* zj;KuPC>Jof!C5-tQ`p~DnP5FZ7!?EG#}dq#gioKMN&ll1idIuWyq$AMe$%l!RXBwO3AFT*~s><-nP<^PG#+{qbfTXTd@$s z`>4uAE77RRs7|B3+>Q55!U{tUf zQ57na9=sb(<^5oN&>Ofri(ZW#j^NW2r@w>5J8l^qKhw-h>) zoklN=1I1uP1acUSdVK+CzKV-q?yEl!5g#C#SHIj#3gUmlB9;}6qRGF+K_IpOaL=jlgSCETD)|kN|x-(!0ojkm2(NR?k5QOfPtvZY zHY3R*8Zx8*g39*AzFaA_HJQ$Ir?dDEJ06+MvkFWo_MmS}ZYraG7a_16#drBNnay{k zl!&Kyq|u#qK#j8ALE1u;$i1=Liy|hWWh!M#(1UCbE`Sx~J2>oi8i*-uG7#{}n{I;9 z({6MovFO$f5(~t6&SV%AHfW2M=2@2D~09k0BT@cCE=qDJL@X;pWa`Y;(3aN zTNH)Icw3kKWi;zhr+7Yw59Q}3^BL4~^S{~aElnR`u2_h<&N9O9j{v+z_{-6NcL>u@ z0PIF+Y6t8^n3MyIC$w$`>`VCNCjc)JcDn+wGok%)K$0+Z21?w4@YPnpmkIao54fAK z@*{vF33o0A+)nt@a=@E}>yH9lM>zgez_El&@_>s7`xOB#gbTL%@|3b_OD}B`Vrmm2Y7^pV6QXGo zVrdg1X%pgT6QXDnVrUa0XcO$W3D(;L+iim7Hobm_}5m+6%y)wd$pE(C8wwDPBZ?nPj?XE{eB7|))UzR*mKf{k<&9wq#U zuwpFWXaNoQbS&YX34m`CzBC1J9bv?dfH8zlLWYo?3MdeMNO+R)^iF`E5o-};rz`1eAr(^-`-q_G$ysfw{rlHl_Q_Z_L* zq^ZMj`}A<g>stKn(LZ zyca`n%&Nq?X-Gv3&tMrYnNTd>L00Y|+}{Uym|%V!kSB-%&aXM%8GR-oie)B<#qvK@ zXIYFpIWtV=d$9+c`Iuxol_@6Il{<}WDTMQ?`78mDB_)8_WNa?s@$&&s6OO(Bu#Rvm z;a>@7d>U{zp``*?K=?7?Il?`k0epwh@mWBIQ2ZRAk1+Z|zyv~ukS9$2JYYA%YlJrm zms|w6oRGW(&`G%Ma=={#F~*$EA?G4OlroqgmNHI>p$xeVkL9*1!uO}MgiVr_u-B9D z4TL?v1lWskIpJ!;;;R5l2)`t}O!)lOfPW!OxCStV@BrZvLhf2Xk+AcZ0n-UzBiu$< zeH~yeVb=A4xr8?e?+~uK0q_+<`;CA!VXveU<0no6UP20U=raD z!Z!)a9|jyvc!uzE!tsv)PA2?{@CxB$-v^vYc$4sF!udY{e3r2KQNUV)m=GC{s$GFg(VO!jIL{S`vt3BVS@vZny62;ci}z=MRX zPXkUTbUXt{6R!CQ;H!iYKLd;=%=kHAZvijh)4qf?zW}Tw^!yS~AZ+t%z$n6pp-51fv;X62wBoja+wlkPsyZCWs}76STUBp5Cx|kE=o=ktG5Wt3>b=Nq&~_ z_B_B}346>3%qCn|71^@WDy0QCnSnQJx z#r}h2=KF-x4+4CWaOxsJiZF_6WDNwdMs^QBJw=FOp9x~IuV>id6APD&T+<2?tC-yL z5Rg2ZkUb2riE#80fMW@765b))yaezK!grSf?k8MzB;Y#2N-h(wA&6zdKl9TrD*#c# zV1ih}h%wI+J90^5YlneBc|KPRF#vxuOY0<93FIRrdof|jO27)j3xr=0CLINsN)W4{ zU*o5T2vLkOK`cgBRd3ED2bp{%gPFX=7ztF2{efiuiSXnaz%zs^jsaXvSg;Oo5aF~F z03C!4>-mXr(Mf>I2)msOND$6G1#mt=ECZj&RpAmLN)${GOBBb%6@}dB3~uD4utW+= zAS6=>)+5yKAw(SIrC0t9mfsix+ zorFia06!!gkOnLw^q7Dm;SIvugadm3hY;rE0L_F&dBEWWvATX4Kix@)5-=0Q5^#)4 zrCh9&mh)7I&H0mAq9(yg)K8G?9}~{)1$>(D3gP#J>o+0cIP47f6|p0h#70UHyFAWT zwY5@iJC9cOTO~G@64*aWr|8xtoHtsy{R#&PZXjcu6^<00>XGddp`X!qR={$7qq+Ah zk|*ovNTg>G&g9^3N91sC^$TtXXvn+d^I^mCmlL~+&;d_LK2x6aR0k>_|5~6I12?kIc zv^NoBd}0}k?X6wKsO)r>Rgq+6RXGw~B>b=pc#3e=X25xb1zP|I6aJU*TY}hU5v`ObBc{g1Zbvg+xc1W~h=LV8~3*qpOlL5LzpMg@kdR0Zbz7_&LBXgexxuTua#NV!%Fx>6ZXz5=LGM7)N;EGQcB* znU@2a2$vDAB%Jakz()zCs{wt4ov#J#PT2O#fH8!BxDK#_@V&1B9wc0MBj85DjyC~z zAyjSwe4a4lR>0nbtG@yG3gIVr0G=nDd>0@|c=&F>V}$SD3wWHcT z40w+4>LY-euMF7sbb7+WR8Qz}MzDQ5V)u*nzQ)^2_JLw@8o!s^j2xa`lAI6Fkogjy z4(KJ#Ly+6*AQMgpc^Xo?I>^WQwOzc!d=8&Y;|Bnf(D&&7OF8#z%lY$uIg|5&axU^| zY&ri1B6P`l12RL-e1~Zge)kyQO~TEO1HM5x=PAGigx8-2yhXU>S-|at?9Tw32*NpJ z&hz-hgRha5nh6H55;RPSu|n%RF&om-`%+mIo#d*D-cF*s32XlcZ~}psH;VfvO~$wt zVR?n;i|}L>j;oPu(z7)dn?rDlvs{_zb|4duO%prBm4EQALbD^E&|lC>Cq1a#Ph>iH zT#Yoj;co2xCzkAnXGBF! zgGR1uTYii^2O94*@y0}XLP*VlN|W%leOM{xyV^>5TUROOTgYMcx)VcHvd83Mm58N- zonO_hCsUC_tDbmNG9^?ctG6FkiBQS@+A5h>mrACFs^raKm2j1>(OjdglB4QU$pl9w z$4v9|CF^z`t|dYxX>FAlb*W@hs7l@)R*9@7XKSnE%(_&vW2j2z?mApcL@oJ}wo0z3 zOC>vns^p1bmB?E1O>LFjRhLS3aa6L~?w-EnkNi43FKINN)Kr%T`Fk_RY~)VVU-A#Y}Qsuu`ZR&3suPt z!zz(|$>+6I^4YpnvM^L77tb87C8CzxtgVt8>r%-_LRB((*04&1N*>Zy$^CVy#I>t< z-dyOw@vL0A&#+2_N?y=b$T~O)4lstGOcA;B|;@_+A3LHmr5E# zRdUg=N@QP>(N;-UT`F<8>iTNQ>8-=HMAVXVv{iCeT`HLwT1(y@R*9@7S81!{i*>1F zPN+(LF>kn*h+1;5wo2}{j2ctd~p`rSUI&Ge7r zGQFMUcRT9Hb?c6S=d%@#*!N4W?QeL*G>UxJ)oUdz(^VPWG+*XOxb53QnSEy04 zM3B;9mu7Rq>z0Yd3liRFjzf;xr&S2qse)~r?;eB~IqN~+Jeco|R>|SZ5cw4sf}vu= zj*H?jaxE5K_j|lnK1W-Kv*QXe(8^saI5i0I@8bN#KWMAu@VF|m&QEy!!s}B>-S((1 z0;&5wUc26)EyR=K3Ng^GT|TNlyS^qy;}F`zE8&Fx?qzzbHq+&}Oj{!W^S9{aoQ80x zywm-Qi!#)?nIvdvZ9!aEry!od(PQiEORKAE*!-R9 zT|-@i7A2Uv-r=>PuWJkMrntfjtU9g@VoGtK@OT#3#66*yccdRTF| zFR_{TTqJN4g*rQzZJEC)F>}GpM3X#AmrX2~Yu&nYn8qt!IP;4OUO4kg&uhGbd{|qM z55^Uww;{L3CA`JUvcjEQg0!wgajts9y){Nd2H(AT3i1QjZW%7 literal 1835627 zcmeFa37i~9bw4g+og+)~g?z|I8y`Ds?apd-_*f$c`4AY{vMdX{V8k-J+q*NP*_rVi zlGeyzl0Yytr`HhvB#;mw2jMb@otPi_g%Her8OYE4;1^?#5X>3wBjo>mb#zttRQGgE z&#q)!=3~6m-BtDKUG?6pdarI@a@V3o$1I|Myfuwlp;$SX%TG>Ls*`SG&RafNooLOt zmFC=?bNw%xyKOG(t*GY@G^(xoggfUg!WR>TVtKOeR_6B3d8_I3X0hDJiT2AH?nJX# zt@zCgOA1R1%l6J?3oE=O&0@3cYOlOi#mVNuvQx`X?8{HPbMzs;TfE0TNC1Rizj%&A zw6vDT_|3V(3Eqk^AK=2V-ckYQPH%C!SaIiew#M^bCf{t@Z94~)+nHyWX5LY!-w3^TGfiSfV%ZG7U9iUN#Rs)jG>4l*rD))5&V{Ie{T1H<@qd9X>BP zEyEi%yKC%bw_Tgva^QE7x1?B^bPsAQ$hk8TPu?;xTD{14BkL`$<%{(>??evqWsaJ} zoOc3$IH)}Q zRfH7HH&P`2ft*n(R92*4+5onpyu8z|BA(4M<>3@78ut6=yfupYIr?tS$O2qA!HtWd zb0;(cNmaQBiWP6h8bv4^qLB8DcNuk@B?@lcS*^GO&SY_BtXiLR>s$M3je6gJQ>oTx z^5tT~-MXjV!Uql4on+tkGoofO@*38EzEY_+^C5lhE#-5Q3?P3h+P*FsZM_u-XUZcD zD0iT3c@2E#*7v(i^~`}DujajYWAi5uf(E1tG3Vp>oUzuC5|`^+VTrd=qney`;F+5G z-zJ-S;jM+Yk=*~anrGqdOeF)36%39r5Q{m#&<`_6TM2S&WP}q z_SpGEP~-|UNwIXt35>elzzl_li{lD&<4KNF(HFd8_sp-2)SFsRywP z>7b|n#v5n^BoVOBB+=I1paiZ9q zyMuku%-5&g=A3uZnD80756avJIJ;<21c%<|EoGfe;1RQc$TTb6LljK{nKEm5H)|-d&uv_dV1ME}ka;?10uhi78bU&bF*%uT50NG3+Y2=3ngFKue|~ecw@vFVIzz@uR2~rwBmU}g4cS> z#Cv4|lzu{!VvataQ0ZPg@H<>%>IvT0vT_j?R=%vUROz?W6SwY`@`1Hs{wFj{kSpML zG6waYP@5%7dUlYb$PL*$rT?aG)|GyZ|LDHF^xhTX1>H*z;!B;SN|`6%fnq#Ci!hJT z2M6-?3b7l!Q9;Jie^PG%k7I=xjJQ=Yqnx$RWM?jf=}*kUsMs3Un9&doffrgj8?)#9 zRr(>JlCzj%prIRKI12BXT;^g0|3AYVC}(mOoLZb{IBug^us^sdZo?O;;bFVLfe}ZlehfpgG^71NXuM3P{Ur??XbrM zhh5>VLWCBscynyLT%Fjb*#V;)F~;SWU(Php*bH_hoUION%xu3C_~%@RaZmxEbtE+oI%Il1=L0_(fMZh-j7=O24#TE)7&b=1 z(C32?9N!=IT<3Z$HwWr4^f+>%3f+TeIo)=e+$@4`HRtv%`FVOq%z zT&ItuqA%y{DZt{IfTcp7y)%xF-KMj@n9q>y)91@jf1iU`ccD6&%LpeAo69hL0^=`X zjV9>BdNgErTOYr8QHV71r_1)f#P_<;#0Bv~CX%Z5)bp0C0kWF93er z+!+z(w-f4z+4STADVrYN%*2FSYeEnzv(7|yX1s`9L5xkG5ySf?eS?A0SHm7477gwN z_0{{>_HMh!)b1r+=FGGjP1Z>vzn}XWaIaja>{h19k!i5;7&d(PV4*bOQIQvcVQURO zT%PsPJWw@wel$C9mBZ|jhKqF+&WsPA%oG;G3KM89%HI6pmM`MQlMc)tIg;b|OyBosC{l|)ia|iu<6CbDV_GTc;+N8B#MX&J3L%Y_gQ)x&+PB6_FVKeMTC6nD z_9z>WDDO&!f=EG1Bt%@32WQMT3PpG=v};(pH^qFtmbD}sF73c!!i*BmOL!i>bw;-2Rx$1C=p6Mn70f6xYeU9mq2)A$NQZX(6b>0qPS ziF)s40|eM`G>70`yedwqhEuEH^y)XI>h+Z)+aMJOM}k79?fDAH)1D~y_@xbdgw#zR z2>4S@!29tZxiWhvh|^DM@s!eLc%wjBa;%N!6M{zLClj>Mf(*+{dLgzSTI{W$Q}sV&-8Y zSh(XF-)k^3M6gg~h@S)qIuR`xG}~lk(ikIRoi6aOu~)VEoA_#*VN{sF$1+vTQya+$|*Sdit` zL1esCCiC@4#4ZAXmWb`V|#n}1KZ@*{J|!e4I&^m0`h-S zOnDen{t};ZzzkZcMLm3s>(3O%zhgDLSO#d!gv-FDZgB|9=i<(7$=eXIZ8H4%j)G=n z{?cZ8x+>iW)c%a2Hj(<`RIpKBM7uAr0RpPaJHK7Q7?g{N%~onH71fox($Mn6#awU7 z4Wsxu1~*PN0q_&h9+9m8(;W*7L=MaTR!nxT)o_BzXpDqRc2X3Ez(mG(3bf5Opy>>< z8E6=0XoyFi@Z&hfY#4;_Y+{i0#&tzuKwnc#Y_dAoUXm>QSfOaQ4T?fac?%}7lVK?_ zvpmmgIKeD5MnYzxn6Fr?+fW65iF&Q@af=OrI?G%HWK~Fa?xUn3dvFV4>jOdtp*f)M583+qv7tb2mb1!rJB|wHq+AiZUjjDE<<7>zT^0| z;X9&|iSKrpT@mp#y&JMB(7$Ad&{KuL6-z+kq=&mhj7YA?60{GSNK4q^T{*P)rG`Ak zYDmF~G)_WR+|&gwC9qw!Ra48_OigFUCj*t|GgKyGM~-zHb|hMHc8qT&LK>eswR%s7a0$e^PE90hG%KyFOz$a@`T%~c>oSY+heT90W zIJlOWgJtqA66s52ztw_b;$DAtv9X62`q1%ngV7=;=Y;HaZBC^ZPzQv2#jB+$JZsA* zD}5Icxj-&i>3eumxUcjGz0k-blF1efT`XUwC=daK{R6-wvDbD0@WkCNNHlg4Mn0AW{09N$bs6**eZMT%{OnzZ5ePjlF*7U6j_?hx;_Dh~d8NhqVw{cRt?MzWZzID7+*lGF_NX?*AAly%X$pPub4ChnJ$ z;6D^w9kUb~E7HiePFd%JtFGl+`GGont{&);OU}K-;Jij**Gu4dKUXey7LI zFQTNtS~N;RpKN^RX8MTE6@8vC>{EySRIpzZ+r2ey_`qG#=AuNJasxDFKtr|>@MKdz zk~z&U6+*6$MMwlOcO)d{-uTYV#1x$?VxALTJj^ITa3R5$YUcZ5fwN`>4tAHUuqv?V zwNV&{kHnfN$*Mh3Gy3D$8AZ_Y_Jp*2ZG7iuT8hpUEsw>TF6Y4hR?z=N>;TsE;6vNc zqw}{Y_EA#Hf9Y$qme49(dS9D;9jMzNOl}_y;t~1FJz)2?^b3bLUd^URB~X_d1}7ZXcUn<$2to` zp`r=FgG?Qg*Uq*P6S-v~6vD}nlyzv2wWOQmwVPrDM)8Z>>`pE$+`bHALG#4@^X<}` z*Zil8Q($8`u(63_BXGthe4JN0prOORN^@Op1%%jAqLC4SB+3}cp{+wtPK{jnBI!C& zlYOSmWLc0^Fy9KG`$mTDX!DS)D{+>GQ%2cT;V=VzDmHe+07TCXY=D5m_bv*?9NLw= zLa(leODK0M*Jax^ z*={{H38OibB$&?pQnB27ZCEZOm?wZK-pQFFAehAH1`|!j7ouJ(p#I4UC?Ti>Nisnl zy*$XZNBOXk%XGnqC_{76rcmsuP2Pm*p>|K4+B z-2;2qKto-WTcAZ)g^JUjC|v%~2A3hdM()A)7&?PT`;HGgKvJW%zfgeu&I%Br%V_ju zy3E_w8!W>z?mhVYk+Vi58(Xq+%*nbXOJmuUdb%kizmnWsU<2#Ms1 zyOi<022FK><REH8d+7PK^!#4@WjKu?4l{In5@XQcS*MDKoey9{D3%|?G$1U2= zN1WI`GpRmIuaqQ>Czd3+<4otKp6j>r>I-%n!bcG9v7+-h>JY>^e#j*1fC{&4dw*(S z)<=ZJsf89ACD|4Kllacfn{T3Xf7dDg)WTh{Ls)OW@xg=guWMt;Lv(847LJAaJ+<(z z*!e|lj{Y5otmEAvABykXOdrv?qEF^ zbMz)e2+UZcN<+zZKWR@VBaljah`17xS23jm!K?-~uh32;|UX;0s45IPsK_`11 z?y|_2o7I8Lu4}Kq(Yb!-)dSAP4Z}E<>E4oahBx=K?Y09b16Zw3Bi{mv__OTze3gbm zZTc%vFfw1xI~QbbMD@l-0rwH0Li>gd!`Q>39VZDLF3rGIe^jY(3PlZ3xiH_NqN~%` z!D`UY?6%$g8Gl!d*E7at53VRZ-*7fENNC?_3RhlM4^Z*rY^7SEYfs#Ky`S&C<7q?I z-5z~b7btGuA3lm?Gm@1sUSKPXrSqu;-!?Z1hc~vt8NA#X9&lRNMBEslbB4V_(QkUS ziT^_FZNrC~s1I;5y&BGJreESi{~*%5kE4*ZxmzUBZjKR2D|h2I9vp?hDQn5{Uf`J; z{EBV|$Mv)N;48e9$dH=cH0%$w`Te(gKcgUrKLN0>FyI;*HLT~NaaCeR-iJ= z@mbWYmJd1T%TLaLH7*}BV4rU;^CnZ?k7em-W>Mb-P{KLHFvYrahAuyY_kaGy!TN@ zRBgZT=8#CB=qgDRWHt!rqPD>XeX%cx)M!H z&tNia=d#GI(7_aVy@@r69*cT^2Jd}0{f9-}gc7Gikk7wR3j#BhN?X4}i1+gX$7u{y|8w9oA=<;(A!cg!HW32zt8?@Vb=kt{1yq0{+1?Z35xbHWF%r4jyD^YA$`YLCcc%}0sLrk_T^eMzSki85-jgdFo1wXu4Puckuqor z%KNeCAdFGFkuJz!+KnvI^ZD709Psz-;G%Zkj65fDGg3BBu^0K$VDMV@*m)~*-ZQ^X zXv31U1`ThN@%O^SGAZ|@XkYXBek<>m1>4t@$Zp%#e9Yu_zs^Ui#V+Y<(J09->09GF zH}ArU&ebklY;O16u|rtz#PPv{dMRp`^pzY7^Sev>so42N?2_KkA?vtH`e1zLX8MTE z6@4OiN&h3Zdu!V8fxD#55s}-yXl1N*W-g@gyM)AC9pAZ`n4)t<%mf+R!uU$?rPBFl z!~$o{3LNY%S)n(%-CJU36d{BlzS4~li6a8Qss^w%f_>M|_$NG6XiP`;B?ssryli>`j;2j}3-S4!;W9jdy1>c-j6YCUA9ewf9WM`4=OhWUROn9b=i6bhH ztxV^S*vNHJ+QAVk2E zMn>3+C}Sjtw#S(+Nm*Ft={iws-LGvX%YvtZ`IZ6QzhJYCHkK%eF5>N+GSL>H7H<~= z5IrB@=+y6PKCGF}ryOTt8HA*jGPh4c`*7&pnm^CC0z&X7jhv7_QwQWPvH?)%DLQYp ziJ>SFPjPJ8@D$O&z*D2eV9x0LWICr|8)8v;%-XJ$DGOQwHEsozkWzvqnUs!R7G&9^Y0gKPkX5|p zDO|{LK8i-yNh8aO;Ttv#uWNm(Z&70+m`Lk$X|>V%B;y9He*`Buzs3faA&o{}!7CU# zgBq4}?mkIgrWXMm%%bZR&yi5ad zUXE`iw(&oo+(PG`WPGpUNP*^m-j`qi0gH_2SRE;laYXQw9~}=#zw4W#lwoY-NV5)ibipXm=fib3VbsARs(;zWQ;K6p%wl@> z-P{el8`8kLD!{&i8VcXb#A`mAwVwZ5!F+8uFh7mst>YH_v*SBA@AQez)lT0MCYy2& z;+L91A$Ab!-9A2iP}4>olHmN)`CHoUQ{r7Zi6HLvZr>f~H2H4dOYn7^l+535-xG}r zI(oD3k2*nW-t1H8Zrkkp9o9kH&Azt~6k@ZFlaFme{T^M>hFQnWz6-^zH~JdM%FLpI zDstB-LlsxS(B&n5qOwgBB@G_{pmtk$hhwo}$h%vB8rZ@6O%$R8dMGo8FqU(!uTfc6 zN)8@y0%)DcS2E)$6)UgTrUX8GfE&0QDC1n6roSes`5UPV8&o#v<22W;4|U;Th8yyH-YX0;b^{C=|;md0TLc^-R;9sZ}Y3 zh*z*h?%-?#;5YLVO_pnnndoi(e9Ff&3KS!M)RvJ;|3WSJ9;#xkj=MplhY(M?zFtJ8 zIY>o(F_Kw782Cs1wEJs)<`AQBj$}KB+lLN0!{UF3kYUXKcgWc!{&xt4xcUDMIa|d4 z4mr78&N+=c`ulCKvPkS)Hc>4%YVJha%fi{W;qtt5_RfWq zB)#Qmasa+jVQ$B2+7|j5O=?}~Cmgn)<3BRtQ9zKSrxizgN`&#=;b}=5#=#Ctn&Z{U z**0b%PC2$-Jz#vXgfhn4+h{wg8CpQNdXX}sKT`6sW3{DOAhju#$bA|b#~F(>-|aNO zy3&>G)6!G%pAfIAO!Z|#2}+3l-wNDu>Md!m9ScJVStfAD7!2`YC>wBvruM;=zZJN% zX~5mzV{pZC;)5%HD{x<(2HaQl7+kUD`QXam3f#X=1MXXU46az1eQ@P(1@4E_fO}tW z!95mhwFLFphi`womK^=%G+=(w7R+cLnUu#if@NLla@K3<3j8OiJhJf$k<$%6 zROITy_l7j!?p$zi3u(Z0dkb!iCVXKUFb~;+X`u<@KYcPOGU**ef9fqJM`Uit zGE%fZ;vU8KnMV<=#=Iri$(gRqdCMle7YQo$)Vn7`p69cQTLmgb>L2__q)L_Txr%E&S0tJn7E3 z!1z`u&LFd7?QKro%@zkS^hb*6&pWz`d=<;7U(hf-8S3 za9^JW+_~O@8)I+2D-D?Mumv;T`VyY^I@YVb77RMsf-=E}iaej~cHSpJ6MicByg$w- zlh*V8b{cRWUT|=Kmj>KlFF3d-ozUg7NX&3N8Yf&9d&CSErUAEa!NJ{@2HeYg3vP@i z98Ck}Gi<@M(1h`y3eTIHlhL1=JnzqS2p5$89v_t6NngP?79RJfJ2cWfZtfyQ!_@9^ zlVe35w>ZY4XPmJd0bZ|Bo^~7YkE=B4-th)2v4}!KMcN{zJ!Lw=k_j9FM9D(-E&G)3 zI^(npl}Q$#IqXm-8v76O*ovP;>GlB!cm2{m!-YJ`wWA5^1IIRIoGc)ciLvZFr^AE5 z{g*k#DcKP}?&)mZN(Vj%9Gn$l9mw*Mbp9hRJ7Fg~aIZQlExVKA^askqj-v`Rha521 zTmIn>N1O-2RP;j}tcX57M3vbFuko4sF4|_d2 zvAzCC8i(o2JpItTPK|0U!vfJCC=218DQ15PX8*TQv)8svk2lT+m8IKXD8N2!1DL)a zc`Bf~k3kh3ZPUb;PryceY1(h+(+*Jc17;aaD}SkEue02lI4g8KSQwe1r;1cxvmsST zf~b_{|KZ3CWKu6-3QTgc_@##Yp4E^dSA@pF*?x+9nh&0+4f8iY8mI;dI^y9}B>Sxm z$#j9HVyM4jERsl|IXBq|H1VKGpttb@iE>H8BG-%MNFE^P3!UWf&{KuB(@wOo+C#!c z%hMClz7w}^w4a)UyPKwJau?c6PUi`lSs$BOBA(z#u;B?Bfb&FrE0J&XSIPO4+Y9l% z26t!(mI!;%`#wLs+Zdq&)iO(%Sxxjcy4~802|HEP2%_bgoY2;g(eW3w&6`{)pCgd$&u=T z;uw`;HZ2{>TO~x?Uoz+|IC)NH1{&+UNorU>`?&!1&y+QJw9Ii1YE*QYkIQ z?js(lpybU<0hVkV7hD-fe?SooPwKy_;b& z5z}&{+b}H+z?n9_l~_y*$zkD&IlkB6VoI>6#WcR9fah)zs}a5f%Oi_#C~i!axk_m0 zC!hrzMkN&g04Oje6#s;t&rd?}xs-R?aNWt+L}J7gng`1{IuDY&ivCZwicBE(3JZ~1 zOMr`%+Lwi5E`?Xg2i}?h$l3Pf0PzlYQtkdH&>i_&RO}V*c_cR|U8xI&bovP7s>&CKa07 z@+N-|aktHzdG7v)P* z1eqjXnw5#ZRdREq06`XIh+S>i0=0-*oW&UuqVufQt*FfH@4LBMLDZ_;@8te6HN5E8Hs? z(p%vpLb93mL^0Eg1wV9VCaKa$3BSm1N=V1fp3DD?GQU;pd}ATQ&T@2nwNwIo+5VdjTFNQN!ysH7qynkj{)eYN3a5 z#pz^q#^H7kw^gj#C`tOf0I9Pi(R@&Xx^x@0;A;6Z{(KUtWjTFx;xltHwfr9#$fTAZ zq32O*nFE?eE%#TF7uh*0teb;vBNa5~w>YiY$9O;3U9iB;)}6Shw%wjx9c&{tYWT5Y zhGS0V{MnfqbhY~5f(uZdyfWX5O?XCZ#ZkKT#K0~bLkpj^x>qIYlWalNaS3g9b=m?u zH6Cpb<@IB?Bt{QlF*+HIuv&Jk>2g7Q=jNI&qH|T#WifGxWB~p{k$rRQ5Y`o4_~1do z)-fP?hbjUc&#(}!J><9KktjYZts#hey%s(LohDxkcXxn%{ydVC4Ei8?LA<^boaO~l zA-ios{1xQgc0sHV6kgmRRTO;LD|VE`z1dE! zilQp4mP;_#VexPmHtxRK= zYTtl!00)(-tx8jj>hB{poT)l&9&$tXtslm>JXr0FyA%0V!=-lRY88Lb7gNPLs{HH= zY%}3p6TR|>u@`3#3oF)~6=Fu_9S zb2^+mdc6%p$=LU+sL@$FsJ8T-_|v$t+mY-8RL(arVR2qeC%At}x;3%8A+*jd-4I#s zT69ZbYvNkk2k%Zv?00Zt2ad=b&yL7wG?R;a`wOMU{+AUX;@}L84vU?b&&Y9Vw`FuC zc5_~F>bh+xbh2_-=1`x2k0H5l{O8ihFWGXE&NctLTPsVkyVbpHb ziYJzGB*|M*8bZ4`5L{N{%fjVeN5wFjnvFKwiG z^xEUR5}hXZIG=*A4^Q;<)F@Vqc00Fr0@mzyDvY)OcEhM3%FMivDvleX-TCV^;$8_ zUkJK)W*S``|C!&)+rPl8nvZn0uqllk6_C}+ghzdnB4&G!j|fieknosew(mouBr)56 zjqltXvlX2ujM+XAJA`%2mJc3O1W_^DcQY)65T+HDko-n5Tg7jscM-(BUO|6`PLr>o zKj{GZ{Kah7#psLZMf8WA;59Fz3h8Z&=6>H~V)O+0a5CA8L(5^p1BeWDn6>FT#CFO~!`KAoY?sL{V z!rhM}}c@)aa}o%b?yi z;!k5xtYaAViAPKr)=14%lP+Sx{Eivwjw&BQQ6!A(f4bi3{eJWz7nr3`zf&oOl z@~Q-%3Rt+lwS{FU!2kl5Gx4czPQ(u-d}?V4L27*?H`p*LcKSCM&g4`7Jw1=`sfBae zZR~VN+@`@oh4LPaSa15gus3b$A%!o!k=e$kPJ^eM)HP!5N1aYKHJ8q``K6MikA#RG zEf&(Xp~&Wk{Z?LczFlea>_U$8DS^0y!WOrSG8Xf0HXs?y=&b(&q`TUc1L9oMPi1ug2GL zRGB~b__RnB5bYeV>;$dZIaVldbB_N3B(QakFC-{Lgqf3&d3pBje&2WQNnc7WZpGB}wJ=&OO4s^u=|P6_5dkg&bbdn1 z=+oh5U5WE0?UzxF&x(7c=m1jS1PVJ-rbqYrEmN6&u3Mvz$sYFanrfgb!~}{MxlWc} zJB71MBBs%ggj2eFD(7$-BQsY&%tXbIaF$3U*W0P{fg`05WKP z{#_vNHh@rG_^}Smhh91=SKH5{V`rhgAq}TTrJuPf~@B3|-o`pRG$FBs(f0S`stRW+B z*7|48n4PNHvXa@-(KOtw_5ad<`+s{3uBIDu-gE(HCHcJfu}?ePbRciilH4SJD{gve8gO5{ z;NZSF4Y+@{;NX5R4Y==HaBx492Ha0BIJn!UYn`4@`wE5z4ljMc$c2Pq=$`0!)3h+T4;g~1texz}RZ-Hi5!+vUEN!_Whl`)E(e zT<&yu(p_%R)55ykZ?a)}-Q_+J9REhfZHZj&Kjn-W?{ar`3O|qr+`D@WZs#ktKAi^K zPxKgE>9a~RUj9}Z@SADCeW=Ia$^eE0SN>Mu{w58$zw9x%(#4kG%HImy6Hd2SU&5lc z8jTYMG?Iu~jG>uL1Lpa*V8)wY!sWh;(Q2Mu?x%G-Z@Ts6>g4mjf_<9WJR=K6N7(I-!fW=&8K!sH^L!)~vHw{zLBN8Nk9yv^Tq#?bU#S zCjz`D2Tl*lDnOZJ=;22UgQ*v$Q-*83&{Jjk^re{kX_)%CeCmNi`yK8P+F~`NIG#`A z;Gi!>dyJS?hmX7qERcr-?MXjZINNSB0o_`pTXn8v2#a^jL==qU)U{p7H4{TSbCFq})UM6E4vdpU5+ChQ1w8u#rtg7A|yEH0$J~7)adF) z#NGN_Q=(8vhG}66Tt^}>5qPGM@u?KZaDa^aqmZGk65D$?Q>-Gr>P{iyYc@#G6$N47 zL56`uih?7{MmTAJk8%_TjJ{1eBWY45j?r@ckL*zH;04LB#Z{G-ix+a|*&3-5@=R}ILI7{~5n_=__!cyZTXrPIDV6X|>{|`| zkSnPm54|v_5`MTFc>ggCysL;eect7qsem@U1-gT66xV*G8}Pqq4SrC4>3UC+hB6_Q zFqHnB;OccInK#A0-@5!j$Zi9}j~L zXIMU4KpMzWpVn)_tck&HkFH@9Vxc50{n>k0) z3FJs-;&UX$3O{-jY5D!4d_EFOJ0VTU%CN1hlr~Tcp0#LX-}IvHqhTBToML|2>5K?%@9pIk{ZU zIn-;&xB?~6+=C3VjV!Z#i*u24v2#hnC-VRqch!Si@~eYH5_XRleyliX+=hc>j8QD^ zw8#8hv^VaOFJOlGehx#I$K6k$;M~vX4)ArQ$6inR(Q+}ng*{sSej5g3QD4Dbr+^;s zWt5HITM`Mp@8V1ld$fE_NUKQkXnU^Y<5OwC|9FqV52-*O{P1%H{=;d&|Mwn)AJo>H zeDK5175KkS1O6|13x3QI!Q;=e3?)eSh8C(O|A}It#X8+ki913I#i=IMImg!nfQc_1_-%G=U}1xSEd9E$1oPqMfy62p$9I~W3MOOMG~`H zSQlyC*Npv%>XeQZ~5 z(@`&IbI9vCx6 z_IlEN7%{tr^;qmKACvg4z19>Y=@sK?t0=m7Hglbnh5+8(KumvWuCwvNCSTVVF&-p zG~hp_x8TRf_OsJ~d6O-e7P1}xsqkU=k{|u4$%on2K`@Oz%;g;#X+8`$8KYrp_hHD; zjPhaLcZ^?Ll^-yKAA`fQvks-);~XN}^qI!BHdCHDxf1VF(tv+5 z8Yi^!5@A2=>PYaz&lUK&G~loAE%-5J($#6eyuudDc;i91Ko4y|4_@S!4)+wHt_5RUQW^B!ZL#skhyx@oJsguU�{>7N@MjM@ z_;;oO|J8>b{J%>B{$KYN{21B(=QLn`*cMC+*^d8IxIlc#kN(u;0{u;gRmC?dE)W@-Q7+J3$1Ga3J71Zs&ghv>k6$NeGhCW2NWmF~qq7moIJA4y`N;w~ zIVTw?B^9;tol@4nw~@n;qjC}W=Qm6g53i$g;<;?Us0WV9W3MOOQ4zCSSVv_Sh+|dx zK&C5f0(V`vf*@YChfVythEMKaqUiALEmWm+jDcEZ4s^ z;pd9GzL^I6hYmaVzexlBFAqETC!E*i!a&Tk8jTaiP?9iDjBIDqfO)}f|EX|P z_>v#}smW1U(}6XNj>>Tz8flISHyNX0YIjt~(2R0aUbA@7qQh5|pDI=O1=LXG9(DVh ztlqLL2Ir;leL^`YH?e61ljr5qH=;BN->k0(SL6MasJOelaug>V{foyu_-vzq+oj_lii zg3;MQKYws_>`$gb>EE(F82?-Gh1yx0F78LQ7yvzuiB{_pHTlWOViT2gP!YmM?W9|C zaZ>_H`k=xNm8xOXVED`WC3jHZ0spjRXY~uD)5}3BB%<1G-Rkry3~>PHGso$h$sZhJ z80!OtP=v>y7riA2@Ii5=HPb#GuO>vu2E2i0SxOTdFtiwQHukI04L}O4t8V}ydp6c6 z-s+k_tW;6!EI)&qSq+*nKketlKrpShP|qzYKNgrp5OP8p zGd{AxY8gwImXcVeA@I^5Oq za;qW5RSGl?D(O<5sPTBJR_QqDFD4 zQDi?GAb3|t&hD-blL#d$qxz3FmSZ`OAD8hu|jj zOT{}6+5o5X&Xa+juQ2o^;vJ4j8{Q%O?`H!9cxUvUV;3!ATHRm!g{kHLPG)AAOf0U` zd4aoj^D41vg%6d{U~5*1rHCzuNzEyIXKP9gIw{PkNE6CnnJ7%ig*n=E>cVV_S$(C+ zWB@8;F2$HiDa@o86Dfsx6mJ?C<{C1Kl0ao?4y7@LLN%m?+6p~Y`s$Z9`YNQ+$u#;Y z*C+vvzL-2UX^in7YQQDuTZAS`LVMFFaoRhpnFoVbdP{<7*-Fi4t<8LNg?~A)cM=-I z+__;z`;mudYR|kMGX<@AuW^bsp;}F$RFz6ircmwGDYsBGs%Dd7KoT^014YaA-O}or5KuKqZNm(p7|X zobsV-^&Y(?4LJmI6ZgUO5vG1FVp&2)pUof(?AH)PoXZ@<>t1S~N_M#GZ8O=P@K!&}~dL!WA&sp;FTOM7TA|4X}0sI=TP`U;++6r1{^q@gHeqcWwB`nf-?O z1&sdA&`42A6#uj{_cf#F+Fo**)C|4tR4phUBr!XqaBSgBVLkM!$z+bOuTV#lkEUmLkzXAPhig;t(MWU5Y{k>vbsx(L!LDlO_V4 zps-+nE9UQPfF6q7ZZdI$6)(hd0uv$K7hM+vjg+^u!{3CAIBnJaT(=^0Ekx*3T!h+p zECS&`@8)(KSzss$eu7&!E4A??O4a}c{&pY?6b%L6vOz&8Ua<>Uc!*;m5U)5EyNz;a z_P0`6|7A6th*r=TanTA*gFmfTxRvntu0w@{V=w4Zb6*dHFGAx^r%A+q2&YZF*)=Lf1vwVnsg3!%PG4-$bQBt9j~zPo@zjLH>l=l2x_C_^uFcnkC(G$d*(rX zbcM}~L;7eBCVe@dbW(k^%W62Gk7$g9`e<|4h(!3NyT(e-%`#|+Zig{*dv)G&*(P$(OwPiIl}ILM+ev_Wf#MMp95=ktjt zWzkny4JTNX#z@GbJ9>yf`4mpaJYqGRP(3t8Le+EAJRw{1+Pw9z zRMPKkP^7D*y&%W0895TEBu=?_jS*a9iQZpHFn~}=Tx8-02&km!Pve5fRvF)G zJ1h~0)xFp8n~57E8HCVlxILm?&(E?`KfcNf96_aeLpW1DNmYHmDo!PBpFeUZ`=GaU_r*>Cr!$?d7o+)HBQy^m;$f!jjLyN_1@8L}04fU!! zg@hN|AVJsNgn>U~7)T_S99cGUNdwGq6zli8csY&2neJpIzz|}KH}Fj1=dWz=W006P z^BKGVAtt%WzzdLQOma@gSx8P!@TCI%{WhTMq$NpzFM~S~Y55dwNJ|57(#E$E>c5m6 z7OtS;dkw08f+b4*Z{D3RHe6``JxJrZ8dsawDf5KRMF+G#E={gfn@-+=f^Hg>^D@zq zq@({^QR`ba)Cw_L0dshWA<2+WpfTEdi+M;;t=g#R{M=?bI`h$7{wq1b`Lt~aP6I>{ z{3~= z-)iuy*P-0_)!>=HCv@kzel@tbYy_LwP6>8= zOR=)Z3()=DpPjAo_=exd0RfEj(lexZl>VIlJgcpt_k`N)T)vULK=*n%RCQTbyhjEa&J~?kc*AodeN7=bajQlasCH3QKo3 z=kf#=#Sj@tnh#NUSrDvj;Z^d1cNPudca)`32gpAftJWvodOy=X*}}d4_si9o{NSB> zpg3?kF$WgjT6i0QeGkB%@LPF>p+dbl)M!@g`Du3unzuewJ5Vi`8_oO>v~IOA#881n zzU<~3?$9+??KxQH&xRP{YO^Dg)d^($vRqcO2m(0uCp^daqVRElerrM)5D56J|G{GV zfGg!MnI5k7_!kNrFYxDOJOcAjfCUK|4*(grqEXxiszlsp@a=x~Z9&1f!Y5!D(D0kJ zp7un6{JL&Heyugg(Sj_ecYlB{N-ctmB)LQdg(dpAxn8=r?NQ+u!B3$0m*3o|w(1k^ zUJ=Aa{~tuBjq#w$D}4-|wGrm$`1*YvX6Y@fyHj*#f3EZe^x>_*PaJK|7b|n62k5~{ zJa7-z%EgIdbM6lIzL~F2yUjW8q_LUmWDBXp8Y|CvOVFS=Ip?jqN*C2RZz=0}Vy^Tc zx&_~q?!kWn;d?qkxERCN=StrY&F<#Sl=yKrRm3Sh7d_^~I;`|vwDU4bvgS&3Hmh)7 z=@I;=^f`h8%=}7dZcerx#{jtJ;W24WknjiiEJzQF z8mb=TE3?i-b!NO+;bu8Lqq8m(g?v3f(RAw#7FX-5^$j?E4g4RD{iD)CAIs&h)vFV3 z1K!+#%v$H~bu;@i)_$hdXgY=ber{aDH+P+~TbV{=FAqmg+UFX8ltS<8?Xa00pGE#F z8}^W1-;b%$Sv!`4;eUodjb?V|fZUS}Buq>`zHkM1akYjG4W5VDC6o4WTCpW;>dh(|l^k%C;1;f)w2^s$Vk6I!^_WpND;Bj`VhVw834*qDc zKWL@Fk2-!>tTx?qqat+KhS0i7SO(TAGS*6@5;zyys08BO6>Na`R>Buwnj99s>c#gO zR8IuUPnaH$pR9mInnZH7iXTeE1f=olo1}?j0)LIEn_>d*py%@w6WG##i{Orl?J2mr z<)4h9a8vdCz#D41%>#wkixy_ z(Ke)T;)UQ35mMlUWZv<8=qgc2VH-by!Q%-`6R@OLv5$n!8C}OZSzf`fnV)S?VLG_4 z{eGmO2R$iSIUmzXrb|QsqV$h6?FABMO$2aLE&3m z{(%)_NmI?X00L0Jt?Xv@xo(X59qgzfP=x>wDATNFe19K(%s5iV z^KWIufdA^Jv9&?-=v6GElNpwyH+TTM#zADz{QSA-cn}u+QKa@1sfztKb<6(8LbWUQ zPhCgvI4{Cb|>%4;pGed{BgOb>0h zX{{Mw3=dgtL&vwUSQNv`5_`TsX$wp202(E=#2V~d4cJiCsSwDfw`;x7Q$^`Jy8-`I z*5C(~fFAUh3`B;cVxUr;;Oey@`95@-+>m@vhgr^_A$fYV28gyH-`NRVvkj?m-eyDI zj2>-m$WId#!iMBDWMEn{LbM{PZsDpuGK*zNr4GJRvdKfdalnCX+*iBBbaCv znCO4NPsSa^(j%+Frxr>-ZhMq1b$NBxYTCE^8TtbZr(h0%q0635cue=CU&1Buw6K?O zJ;R2<*rtx)t_&!v#7xh@*7JS#iMbLcsr&LZek7AGK5x#Xx z?AfjfKUZ@8M`^&ny~p5(Z{3pMho39(|GzZgzrMHN$K2TS-ZWso%NERNUyM|mxQ**t z*6Tdq#`T46=Y1R`_p{08{V6_~PC_17pye9Kt_{|fX)QVZyJ^7x_F)JAf6{>eyTcCt z+5rm_L|-9@c}_y(xBv`Ef>F@i;V-$Mf_ysX6gGr ze%%&wRdm2ye*EIT>nZipj4bC2;}W zoELBydf?_f_IlFY95K6vb#p#s!(jR%b^^HT9~fm5xj7%?Owh>!3OG7aY+wNe{-;?$ z52OMA^F0PX?8Qj;ApBg3_xI9({~tXDKkUUw@Wam)_{R)(X#o-Q{Jyu~$5=q8rUCPb zXq?bc<2)X37YOg>eQfgc?A=__?YvI{dA1~<_eS<$or5;pd9Gu1^F0wLJ!3 zbHKj0e_;$;LD(|u#kN4!_O7?x1|C9*4~02BinOnz}f|Ech9 z_>v#}smZ%}eh0m2^llDzXry^J++>V~solFFLzBE4vA-JdaNYzDXBWQ$RNiiiJ=IM| z{Tj6q!(~!#$B;hc?+&qT8veKZW`X>gGvY`ll}G$XN|SuSMnpqC%sQ~vXPA^8ULWS$ z9EKkFFps^SbRR~{Zee|xb8}sqp{Iho95ha7-<`=m?O^8wJQZhH3QLR+Gm-}Ui+c=y z*jJHGK=`>5?;Fy9zq7~ShkX?Ze)zcpzmNuex3}QO*f}pu1Lh%HFymK$;lrHHdYxw< z=FQ#C`*g_mpCzC78~9}6eVEXi?aOxfx#F%5rUCzbJqDi}5x#-pgCBmb!2e7d@ITpO z@O{8}JlF?6{9J+mtu)|&qqpG4$o6m3fcYz1FfC*|{!`(@@FhR`Qq{)ACB(KgN>b0&y4lk8ofzf1%En|cg>*wv9fMEJQ9 z?|ajL|A8KZA9i&l_~GXY{LiHU|I@t%KgLY@P8u-3X$xk&@gQ8F7qMRF*#%mXnTi7 znhV5D#%P$@T_7?vqg3%6GXqT(LTw+n9~F z_mAVb*SzeGTtk8n6?ta5op%<(QA$4VY4&M6;A=uFw1mCwxdQ)>(}4e?9)lk;Cw%b3 z&lUJ@OauO(_85E$_-eL~4}SQ$0{`wb;J>@K;K#`JC(?lVFKl)RX zqw<~(i>}d8d1r@4nxn!^#%P$@9ThS(m7@~hQdATDnmC?@x==hNhsyMnWN~`$BYazc z$~wqm6Lj4V$~#PAS*4aYOYOC5jJ{^`-iBkgsM%hR~Vy8XMwwe z&}sDm>k5S~T2oWFDgXs3RAuu_jUAce#X#A21dF(Fh=#*flLCVFr2NWtkA>Id&e99_Ctmem&(Fi;a81w>didijKEhoJb#M1czI*Iksy<3;Cr zX%R*EWtn5uQ^9=EHrMs8m81(olj~-ob_?e0k9+HB*c$1i*iX4p~V(>g_z%{}2TDpg7Z-X-6&BA=DJ``WT>w*-3XQ-zqn^R)#kA z`)>wGyQukW-Re^$01%_gSfhBWYl5g!MWG^2FY1d^Q6F%4gBlUjW8*P8nR;_L38~Z# zmk7ZWoEsVOYv62uKEOr40@g4g!8Ym}8xZ8YScyvxPoOBJkP$%}@gJICi%L)WKvsqb z2h3KnyF%hj8!Z)zn%n?IbsE~6w|6_~EpM|_PF!8dU-7ESG{s;AI%Cb>Eh(nC0n;4j z(+pJ6KNd<>T8Hd!rTee68cx*Dr!mALZ^Wp!=wD!gEL5yd`nj6G9-9g1v5sLN>js9b z_*jR?N9K5qw}XQD$V81C8z691#OS_b7cF9f@9R~ujQPKL#jH+Cm}&Xq^2V*D_NA+f zWvfk(GliLSxx#l{ELCWgV3`_pQY=wz(~`@RL2I@zP0`Cz7fX_+8O3sBfI%1sQgd@- z!MF@rEJ3l$4_lSGSb7Y=hnAgW!&)ylHcL&YP^Jiqg`O%MQ@7DEhNY*%wLm~8FDA=X zDrNpd4S2iNfI=(NC~;a@zZY!KO4mp*EnBJiyvAlex{}@m9r{X+y&G1vht-~`J@bCd zl&WUU$0Hnr`{#lmI4!uQf);oJnaVQA*wlRCHI zP2hk4Gu-$zphiVWG-NE<1a{Ky36AAteQkR(kZ}weciOECFn_cIQhFzZr1UQQ9|d!F zk;KS2><*H%_b0&nrO?a4R$O66k4j?+0N>08DCyEUn!!DWU7P7`Du)~C1`AUvvOW=H ziZalx&GWEvZWudYnnxPuiOupD>$p3U+yHXGAWt%&)C~z^Kk=rxX0Tk_OWu$o+}lpo zDmT=vpkEH@Th9c&q#Hh?Z^3yl19gJTY-VLkMh>#EVN8vQBUm^g14nXGH_U4QRAb%F zLs_wHEYo(j@b+amTn8Br3oE`oqWB_VQ+S9t_^ljkut2n2( z2UP=6Fz@N@D6v3@0Ug0hdRJ=QOAM^RjQtG-EbrQk_u9-j&d465LbvE;isW2?qJJgG%E#y)QZ2=5eF5K>|>=4zG?%!t`4pNqW+B`Dv>(iIE|OqpgJH*yq^sa zT%xucgsf`;3v(I^)v@0CbWT%`gPis&8|;NRZ3pJ}Gd{nhoVIi`m?o)HTN0c`V0+GQ);DUg92Tx>;k&$ z4Bd$qH%^&&sShr0M9=FJ3?S4B7lHTz0%|4t)3|^nIf`4^k`zDfU_g>u@jy!SsBHns z=uhJSq|GY6@fh8nh7#(Y_Fh}#@t?NSC6}O;pv(FM(OUrvKj>r&%UT}2)$2-nf5orq zYmCs5+Zv8E*6aCMb^wG`XyLcVv0MAtZ(paeFri!~_Gb7vL&F60}p%zSA+o z(;}glJRb9f0(H;^RGowb=YvLPW2z)2Y2N-P)OOwLYRkHz;IT)GGrS}qKw zh`smitTx?|%$@>HgL7TY4J;v~ua%1vA~%Ct zRjW>8hAzEFS^&@N=xtUjx$eTOk8+{)ekr+c>-wgHZU(6kB=slq} zJD1ll_Ab4D2~Hin9@8&<0DpN)XWV9?IyqOmhn~NYp5KeV?traaxPwKMkYP^4of*D} zx^V8^IlX7Ht~p?Zm-A3m;qC0M@MIvp%?D}8L^6?AcyWKeUd%V$u_lsR_?TjOjrl@x@dq$JKB)1c`tt#w2ICq~{cgWSfxtW- zV2( z$y{xAWU@NZ0I-z2G-U!1b3Z1Kuef!WTStlqa*N#Nfogpp4nt45b+ab5rem( z%*pP#x}T+OMIk(&nXbF;BplHi(n|8k5oFG#%mD*eG>aH&g3JY($mt>xuTrfHwkkzN zOcxdgQrnOdmffC5TAj0T!|?EB&b7r`i*B9$+Su z))@?kp3P0Zo9e}86KRK(6}4*?i$KNMl-s;MWAxBFm{-5B0bQC`0{RtT!~a72PA*@@Un|+lr2P3Vt6@VT#UvEHxu}Dg6m#*sT3x{ZSzSi{5d1tjh4MGyJ8gaE-cv*09%obiH zA9$-YD6;*Gk+Oxm{MSo4T#~`$PsLAL6Z2Eyt%bMIdN~J1y3}uVn2Gl{{!C9Ypjb}Z z_)g*AT7Nd3mN|)ozYgG_w1YZ0i%JjN>%+5BBaDP2@Jx;WZ0qswi5R~`C9Ne0+>$EY z+xDpNi{K}4p_bp=sJ7}8?q0F4h5jpmsxcmv<-ND{B^Yv-BIp?h#<93`dy#i*|oVNrG zi?IHm0|>mOtlNpX(u3#|u$At?e*s>h6L^a;c73k&4bkjw-c0d1=M1F}OPkSSK5U(q zzKeF=iS4X7SNb0HxU}>L{=+~e#Jv*gne)z$V*unu=#mU+EF(X_XF($ATbKKUOJOtwLya~4u^Ba zWsFYD0%f_@d%}RDQ74{tmI2J0x#Gc;D-7o}M%&Rft8_xPOHTa5)K(LHVsibG^19zOSa_D zfFnZX;~p6RWwC_cG*76}*4VQ`WG+o2(@439o zLw1-XWD5l3qKk7G18FyGxOk{Byy23K7Y}Y2-Y~df<3$?>H-*LHF+Nk0yZ1ioh^a~R z)jqFszd9(qmpNug@rsH2YKGcnnaIfCC}fKI|xsQ zgfhY1-5M`es{2WfX^|SnzJha|*fL@pAdpJzNVVAFPG=r;d7Y`XXg7n^-xJmujHEiQ z2B?l>8*IOPN869+Hh<9BRnAu?_GPX?pT#C>u8lamutkOiv6;iNN85D!QHPDXkdl1h zz=7OMv5}jpP3I=vp_=%-F+{-nKk3KV#x1$p;Y#AON z-pIG|w9}j4eq2nOsXbBwA9^%TSJMf1h6FCC6FS)N8b9#$prZ}1w@_05#t;zElBlHq z&q-#L)YCjHr2b?`{i|4$=&?FTeRKrPm`tEK51NPDem*>~p+5Re6o}l`#ELzRWgLg^ z`EC$ZJw}=0GEO+KGxYEh;6d;b!EC$8QThPQsOTzf#lzAs)+wq|Zn2{)ymBw=fyZY= zm?qS#->{3vX}q^n??*~8lZm) zIi_LqlQHIBFP9h(^RnoCxwvz8J9Uu>|Tl!9$Z0@46qV#*jW%ovDDwXg*Wr zYF^ag9^?ce>H}f&6XK{0Z`ME}^mJuRAwxe!PIZ4-nh1eh<9+ey9z_SqekH!$Uz}`F zVQGdkc3OwV68z{N<1xZls=}frUSXY4Y_n4@9iXk}4^Ve(*22W@3?d<*I#aB0?2T8e zWyat>=rlQeQ$*2uSmn$cXV~2D)&~jZJy)C0#jMoiUTW9CGo?TOC9(b_ohFXe3x%{9 zn(&{PChRJI<(VAix<*Q;jX34`IvdP=)RdpZhyF;RVUQr zUUiAJ#mOhZ+BCqI*Z_e=)jL0+P*t{zcr4aV6ALcYxD%+9KNT`gy~HB&9g@T|0q)6Y z4{k`#dKXv?C|Hk1NyvJqfb~oUfE0zu_X;N$+kmJu$XP(hW`>YN48n0|!ytrl6N8*1 z4Hztk>{f|3%f`eU%VjHx8}&dT;~6%{2r&rV9eo4CM~Fe<>IY9)4Ja6dMoGvZCzx>q z=`g%ecxc*yr89*CB;3M~kccTbzHFF+uxw(A=a`LIB_Gy?tY%%B_-R#OK*?00rwXI5 zwZUkJv*;?)S2CmqIco_s*yYgTmm2aftcDc4MdKvot?fNTE*P>`-6;gT*9HMP7ZbwY z#Sor|i#cs#`jRzL_or;!u#`Q<%8IQTnlH)_H^w3)EZ*XIM}k1&)c;%iPF8@?u* zn)rG;$Y9bDZ1b7<3t2LN;;7_|C3nqD%>6{;*pjUx-YR4tcPSVp@~B$qv_y!->6+8! zXdkv2!@Mkx)P)}_AWpXeLa;cEoRGzz(i6mk$>0qt3a_C##XDP+Uu zL{}4=PX$>m;K(SACgXS^wUUm@Pc{uLncVzRVfq>yOowLWqpbL*Yo1R$d+K zMsjNSvBK0#Y%mq#(F-w`KV--X^5_y4O_gJdUuwuXt04tP(l`k@a$P5!f!SieQJ}uf z22`Do=w`^bFw`XCBaTHIJ|f(k_$Z$sMx8D`ZDPBVO`}Q%Fuznt{udi0hgfg`X!s|F z=O7CPO0ft#An;5L{{^ez1v}E13EA=T9-y1-+?3s@2|sKzVV$W5f$V>0$WFx6oGvy@ zP1H0o^)`QBp>0bf;dY3LX-{bDRdTH1jY8j|5svvNO;)F1v}M;38nov1`M0L=zL!jVktt*+J`K_sqnL zYt4g6hKzcx@VnIpzab?`7d2kWP#omSfWnMdqC2dH7aU4sCgjjf-QpSC+ErVH+2`0y zP3K&?VDniFt%=knr+^LT65ULkyN&T{XnWRYux__zkJEdVj2V2WkanvL(n9P=o3r~F z-h%A7n6{ba!2E|A@TFD*3I?Q65;EX=3;anKt=g!myuoHFI>XUrfv;nTOT=&-$2JT{ zl;I2)-%31HkD|JE#YV|IgstAF*#Wco!49 zaOI|8)gG?(_zy++HJ8QO%4Qf>qEVc+7YpMm9z_z&EKshXT_#>j74834F!yx>^SKP> z!nb`A9)=@PLK76!pj;Dv%l;GN=ogU(~oXax#Tg~P*kIvuT4>~J-TlyjC7OElB%Nj0k02-3laCsf0V6-8l z3JlCs4Hs`+%o;k!&SWF0yREp(ot@w|7k5#}Z!7NdZy<(kaTi{d;}J-D>23l@)OX=@ zW!d--5{Z-4ciBcK2%PA;2F^H==Uo&&qjQ}+Xw9_5Q=mV(rns26LLgd}%b^5y9&D*6>>7_y}O zg;V}+24derIe(s?=zlLNOoR(WaO0nKf)YBSmH>`l@-29(%&KZbR8kxz2dE{Y0JVc{8M6^)TAlO5i$VZhnKzwsq}tMh!;h%!0) zCT5CbA}Oa@?;F9Br^AQeQO`H_Rrgf6c~iqOoAu^Tp_8}KzMa~R$ikvkIe zUSyo0`4(gI{6XX$+|u@%hAro(>A5y0QZ&TV%|4*FvA@JJG3K9S-RfxejzC=9Z6IO0 z0c?gp54*;ppaKsY6xJRk$`M5rE`gAtECjI47Jn|JDc~3i&#rU>UTA_RV`zrOHh4MZ zXpu7c>eH0NXGoo^p>#BsN4L%sq*U@7Uvg=ErE10qSX1^DYAPW%h2@t7vuz2ML8CCo}u$xJ~cMEX#$c1RTzS!U{3An#Tl2xb43qZo#X%(5il zU8+JYPVR&TzKp{;#o-^|{(&$~xu4)3oG7=b7Bw@5L@)FTDRdlBgy!NTtfomPj|(*r zn5Z<1TIL)xWWgNnq(7RR7AA?%CeF<8`8$o8JAr&O^fW%p!6r1&)f%il`e*Rw+eVRT zq;i_9<~HjX+)L?vlqy1n!-z3C|A|lAU?SN30ILQO%t408BFfa%S&FNV0RbK1n#L4J zGQeQA9hvk=GieF`rPkrCHtTT6c4WJTXm7L~JE{inAt{V9-K0xxkWv#EwLo_oz-NCh z{XEtc%;r;ZT(O<19w?$bBLz|D1pE!0D8Y29*lZcA0ma@KjUr4yBM0auV(&O&Xe%Y* z2!covzG*`T-9@03u3I?OZ_uidiJHsL)E;@;?AJCEUuy>cQ_}V*X_CGph06b*y?23= ztg7$CJ7#<3ZI5=F8p{s}Ln(i4u>~RJL7<7Oc2No>noC z1S44DtI?QG))?b6=A~{{lXVkFbTQeLh-jjTyW(@RDv8EN{#kd;|NA@dbL-w)_uN}E z(*xrtVY=?U=bYd9o$vXb-#O>^crYm|&j%|XV62SZZHYK%zue=~z^Djf-$hOFQH$QK z3Ck8ft)o8`SEQl=5(c|DEUdI=8v^x`K%FE=h(+G`e8PqCz7>Vs9R85gYYDG4mI5W= z;(Myc{xK&KggB#iqr{m3__M+}1#6R#x0<{!x{znia&j~I8^)e!XbQY=PP*WQ_#cFq zo5ZCVR%%1J3Q|mCE2TlWQg?A;ZB)NC?|$gQJ0H5pyWj_meYRQ2y68ShxLsg>_Raf# z9p~N1QEn*A#y#IJoCp;dBx0CMU%P$G5pL z=pcF=Ha6)tHR_UB3X1Ma<6#%j`UC}SY=#(aZ9$PYm=575f3bf9w$D;Z!xpEZpJdak;p8n87Uf^c@ok>SVOYtokOi_g}_Y;_-La7ym z3}bP;!DV`yiz7Lj?PNkGmNLiXk;~#pQj9N-(WS(#&h<<)ibc!I*r(C8+8Ys~v zj!E-+nWsE+6TfKK%~wpsh~yWgzEe|i8$n?r#nOtnZv0DjG~9J8%#P$j>Xr$rd?z%L zBq_dwQm4PpWz>DE3)!t6U;`g7^pwr9`H;?NM#(E12PTEo8O$KW(q(r-p+hAZ*ZV`Q z*Dt4J=v%`WYHZtX=sRbiRrj}2&5#ecFvOHA1h4loZp50)oN+F5nHqR=j0S{Uc__xG zV#CU3g)1#2SGXNhbjhyUYrmaUKuQ>qf43rSrJz$O%Q(BWu*ASmqx(ULfxk`9yAlI4 z3vZDaII)5H6=7FlvCY&kiD{;8-L<7KR)3{&@vQEZt;&73%hF_B?Kr}0)z1p#g_KYs zZ}lwvKNzKWTVH7dOLpr&Q>8kc!)&*1F|o^feZ9Pbu^jTy1{bcrSDzo*WBs8v1L!%6;=W_(G9tVZq+n$8dt!XG-BR1Q~4Z3enLh~(* z=H3SOv(c3Y8+41xV;gk0BO7rx=;qDa3yK*5ryJe9za@iiEr=>75ykyB=zb?E?J^<> zP0INWd>u81557V7`90T}aI@~W_M$%6tXmI(U)`wu2+KqYv+h46f`nN&A6;fu{A02B z;7&F=ZRggwX5I26l}s%P!u~)R4X3O{FSUPx?!;SasncZ6z0%fJ#{NGS-LOm|Kh}%Y zT?XBLLzj#WZO$xSv>}Lik@s#v5>{=cp9{(PK2vLx>36A7YtNRjX@pq`&o$?nAff3ucB|4Ma>_D8N7p z@#V{fNraQ99vT)%3Xy|eZL#Xr3v>Z6xs)lxo(~{eD9$Z;g=uEo1sj{`GVYvWXwX3X4w|x zuPtJVl38NLzZ}U%U{FhzT`kP@oL9~l^ZYIno1dL^<^eN8MH`B5NQ~GAP_HiPHH_z0t11h#2}KgaKApbIrtQ5HodV zmdHrLwI3;H*qr7vpix7%o#wDGK&}_clxubf>1|*>&1$4+FFg)f9dh->8lKTjQZrJC zl@pmIAIVwNh!wnsf{l!_? z*iu<*WXvU9)=JZbmVeR&L=vK|xdj@Bx-#88dZhPA9{L~o9nlNRwxoa`0N}^c0Y3Z) zvU3vcI$KNiB97Cb9!{30@CP}jnoaD)PsTA; zk8E+Banqw)I&@7JBOJQnMCNH-WDo3KtX82{=R4Tu|LdBCDj zn!x}0ok^KN*?}Yhm>ZV=^C-MDrML4@|7UW>^9IBHpM@T~)f-{%&~ioI>fJe-^EM&- z`@X)qNn1Cu`Z`-VWixW){)hZG)E#)TDnx&kpY~DkxH!)r1y2K;LFpv`ne=`Lw63eb zUjF1#kj3{WKLA&@KKhf7Nr!JM%mdt9kd_{<-sE(S+Y$1-tzl>DwJBRQDeKtjGRs0w zT>wzvm@K{0WuQj$WU-`fkP>fus$x&fr#rn;rJ55Py!qO68|Upq?ENrZ%uoygBi|?) zlC$UK`Sv{a-}8vwMn2KVnhj^{>0-TAA~F?;;`Ci@p2ghf2ZW^lh};dbK^`-ryTNkx zAT=m@C}!0dNNO3@@Zo(GJybn5Pc^OE3UL7D@2lal4;J8Rpy}tf9E4V(?c;|P6rfoz zOwq}z+_M>{tJXM&abElEkD4upGbC<?#0;BOhu1lH#`!sVYKe2FNgd`l7QME1NeS1%PX z4@6d83_oHs@i-9dm4}!5ZAWrr~QmlD2 zg8c7_y6Nc&Vhox zu(fvw4<|rE2QLts3WEcwR8XEMY9}u{?mLC!0S*v6gKdr`Al(2)uS>G%+as}LMve#U|QKb}Y0~ZX0UG=3X+$h%P z5L1MzYi@ze^vh)wA$QZfq*KVo?2sW+)c!i=MR!z^VwLV_y{S?WUr>fqm=U0pc#0)$y4>9FVJs zbqzz;H}Y;qqK?d`!P+UrJ}MD(SiCcQ*Cy3gFt;m85HB>L=>i{B_bg`3AP`#>LRfUM zYYOQqaCD8X(zjlgE|w62MKoVLfcPLyjI7bfV16SrXEkUTOd6Vni$>NM4$y)!#D)f2 zA(1Mb#I$H&Rf+pMQKJa|0T|L5T}Xm^R!;Ge$9cgGTwL!%R$MGDGTaJ_XcG}?B}sUZ zKXKXS`i?`UpjG}c+m#0#hXfo7`63T}=tL-_QUenSZJnb~KtIIdV}<|&0%GZg(l8{U zUKp+urqc&4y@ahqVHycKF80noy@x&TsRz0>ltTYYsQan86RP(i(o;H}kH#>JyIKZ9 z-{UPM*Y&8OSbE;Dmt4n7px-GTGu>_&_YMj5x^z07(m*xSxjqMq(&%#59Cg;?(&%vM z^tVL1+pyRJB-YztexfunC!H;=zSdJ$OQxqOaC04PnCn_e^)sbRCD6@!>1By@vSFrV zrP0UY>tgKsA?tI)lxw%Vn+OV&^<)b5;tr@6pXcg@6>H}Bs6bg?cWO{L<5Mf*uApb2 ztWEAJieyldqWX5`hb}!cZ)eCI@EOj>?$A>{>(U1ks8XpEDN96~M{AsE%1ErU(kL5P zNfc?6thzFxA=70*$uTG#(~#*G98gx^vgzdKpz)PaKQ0boqXV6pgU~}|lBQ32jpzk0 zPCA}1!+4&Pc03awGp8BPL)IvbXa5_E9?wgYj^`GP=V-d|e5*un_(ld_1Z^BMiS}?x z0Snu~`RDQqC2*kg_JheeWxHzLee~v?mifDqVrnZewKE;2ke(sMwM*O$xF0Bovekjk zY`^*#AR6?JcU0chlAUBR>5yKD!i980I!)aT7ZK6-T5(T0{3Ch@8->{KPY;78Zpe7v zn{+&{!gwyF8_$KLM@r5IN=j(aagu+84=Wi1oi`-q0)lgq^rvk<20TZ>x=3pp3NRB#$UA2$9ePHL?~0LOFMXgvU}zgw7YGaR!!3cO#O7 zR}twhB6?jz_~!4kw~GVM%C2d}>whGj7q7y+_-eX&kv@Y0i$A5$#rss@Kqq}gn!`U$ z%Hf;A;UA^r@Z%}Wu##W$MPKnHx#07Qn`c+Q20G80{%F{**`Dz7PWa*R%k}6_Z9hD^lK*Rd^LNP7)x64u@jeU1yFl;tjQ4h)0AFGnk)*))RL|>u zP9zAU0%|wPsKA&)Aqi;&Ss`yVc~uwkOv`|MV9$QWo>-BHIVWB4Li`WH%Z29gGBPa( z8tSqM?=w2-8Ev!U!V4c-UJYvB$k<_{xr{)AQsEwG&I6I0r2yPwv zUX%Dy7ZOc$On@C9X6%TC4$e6jbP&IT(D8(@$%G}ZotPuULOY3dwmOt`x6BsUO=XoG zBR|Stxs00+$z+-RSvGVwk}r(IPYLyG(8oB5KyV5=h|nhT#*xF{IT0=915p}tKD=jT zkF{jo2UC#=?s6UvF^2)g@}Aj2M0#2TmgMPakGxbH%At+xI{w0t~3|2a~#WW4YyhYgEQ#>|2jXQF(d#bki@ z$8#b}#z;zr=E4|iXp8+#Xd#r${#L5BkL@lDG35%uYa8Q6thvk?=Q5Y6fuR@;2)S}m zj8DbBiq8sHT1c)qWXbS*=0`X8gJV$n+KLQ4jn!6#8@CIFWyyFQx*wD!<34&GnI*%n z-wc{gTTwySWtT}oRJor1q&Vny!7#!eQiQEy;enPbpIil!9uB1IX`zT&gDN|ZoI)z8e zF69ug_;iGuUhNC)TRL4n=&p9YEUOh0lv8IktiRB+?KjZt_#wJa10vp~N-#2C2r|bd zRXqN1={ySEc0RiH68!&q{J-dC=R{W36?doQ zfxO90w>t{5ioKq$5QW-ai0gJ9kLz|D zeAwaD&Bkxf61=^u-sb!z7iWU~ky#nJQCh`+Y103}g>(&eBU;`ay;S*SFfE~Ci()Y0OEDS{YKV3p zCvNj9&Bv~tBIi-ERp)_@4&RU1wpkt_5S|p>B7SJOv#$H8O-aZ~#D#9@A$wuWmfj*C zbk-Ohl1ceWkEqutaJnSGjqBYPt=}vz1xlf$Tp#GadRae-q&`dk6pdU3r^9adEAwv=N!}+H$@M~tbC6MIid1>{KH5kwew+Yhd6dv zf|#|al5fO%-D7ui=*zo)mG?Bi+m|wR*Ur0h&V>|??`AO0;_&}O z(Y|qv_j*CQ+~ioW>ugRyDQm6r3-C(Bs}ei z51)F=#vzEQ<7*+q((sk-oAch@S_bB}A*U5^&z}>az={)MaYBeM5%YerRHH~;B3Cyy z;Drq0I?y2rT_PbgKE;$XD&QAe!aWStV7Dy-;1xY6;IxG=Ai`gDcCILHqw?O(Jc1iP ze?gTqEUZy$v4#lQ)hQO{jTM})A!wnIOiJ#>kFu!;oAk7J+I3n~zD_0h&OZpEoz*vC zHEa~C2y-^36ln9AZv3B;Hcp#j-FT&El!|Z3Bb)1hePlGc$h)aMS+3R=a^9}Im&LIT z4syI*?Kvblqugi|pAfMGTa7kD8xWW&&deau5ptm6&3s)%&P0S(F%z0RlTmH5S!^t@ zNQ8JtF`ZFu;efYiu27xYpV^5z%dK{+IOgqv?KxsCw(`iSPKTlk6o{a>kfH)TM_2nu?4jng8`v|gK^ammrqCPARO+Swb|zrKm68QF zA(elJWQbDIsdkZb?f)tvA}a9bTdCJYIg&>IhO z?R6-jXZM`rX_bh=n&_ab(>(MqE^G1H!#Gb}TCL~T|^#9^lT$)lHjXvE7#xMJj=wS!rgL!0Tg0X17f z8ej0&*I?qdlr^%ncr=<4?~*rFXJa!VT)4rxnYmhlheNIp^Klb9BKZkr9Lw-x%?a|j zH{!b@;(HyJpp8ahiSeBMMO!LS7Zg_jk#=HGJ~0w1hnVCiHf%aZM+Sj&WveD(6^c)- zYN7pKXz?EOH42MV59_B;s(TW}s;nW%!epCbw^Jx>jxTx1OPLgmAo6lYsS>my_e0>_ z<7#83OL=NN(-QNJ*bD z+(~|zk2E_PDcErq*iq%|cpQ9E`tb2I+hnu+hi>pbrv`-~F|{Iwq1PSoHGN|#wk!Rq zOn3fmE}dtmcLI6D>W3MtqgP#FsK!Sne4Qm|i`!+Rf&Huj+njT~B|`h^(eZ~a%<#>` zv%!y#a&qHC@4q-TD4<8J#Drd`&xSY%4}Grz@`MYCCO}>YhWt0ikXQiWymJ8vaeO~( zzy`?qGFmJII>m2Aw&=p#Qj;Yy;7NFb_Tc@J91t^$xTUdIu7*Lw^yNa1sjl+Mx@n!TIF^3gU7QDDDbY zUm=>4s;-7U8HA@bR)ccw@jcZX9dhBQ4_TBeay?_J?Siw4>6Wr-@k=-PQl};bwy2$$ z*t)il%mpC(Rh?$QD_t01iZ){S4#x0UqK%J@3yP_MAQa<_xcC0Zw|{Wl8wFwc`Q6P* zR0X}#9G-FEun*Og+;WmJ*+%uL_RdKX;(x4(XgLufa8519#QC;9FdXzNzv2e{t#|76kra`!#wE-q~fZ8cj?2`G5}wuDv4Tg~j>abdO( z;vU%XTa4c+A^tHZA_T;#<(Lq^vM-DW$kSJ(IsX?foi<^9KG^=}jP0>t&PT`v<}|KB zFrTrZW^H8H$wIr1RFCrH&L>vlA2|h~{LG-HCCGzcYED1x!f7AIF90vT#+aQFc!V$q~mT$d>FkDeK`l^agt+g%~rAVQ`xrorJKCisY!uIY9}Tl*Y@HW z1Zw0rn$(xOkZR&+Jy`QH#+q0-;#_pW5%E3#}@Aq#@tX}(q@ z_PU;HR({Eal|BG&Kxe5>5`*H<)_SI!|E5#(0*usVOfYUv%2@z2QCZ!!AG>tT z1nI?K>kk=QV}X>9fD1@z+=4*5J?PR^dDSMpa6QGWRU*=UsF`-gD=@SPl|{O8U4!y| zW$}2rJeCdfAG*QwoEj7Wq*h`A@L~u4NgAEX=&p>obj1YRFc>$?7#9n0oX0MJqmki& zi!LSnQA_MHCKfIHiaokk`}UG(xj9Ayf);5;Bz+7LMn-s`^D=&+W18Q?45oEp&I;#X zx}tjXEJHhdR`byx=6zK!+tC!dx)9;Rx>GsU?AqzC7MbGtEnSXTLFYs^+vZjlJ}oEB zL-4SC3hd|dae<@7#q>j8zBe_z?W3EV;Cbotk@IiV*7N#e@pljc=}Ke@gVvCd3^f@_N_th@nkg5 zg`1|;csS7EKlH$VFbR$COGD!tel{e)ELg6oJyE=tB3k{{H2+x=n*WsZ>N{!(kJ&1l zz+bxZ{~lfWkGcl!+ZYH@xpFb?tYR}&HXwfKM*cpsk;<`fRI=LXyr9{x*I{uz(VQ|oX3MV?=l{}zkM9ztmSRx0pdA%-}lq|eFSWX@BKcEucM3@v}J)&kuAs@C#7rAgyH?(SsSs2F58ZyWLzcO;y3i7 zJJ>B=Gr!9%zKX$cb&Kcz%-;teDm#fF;Tg}zmH9B%#k9g0KZDPt;Nsy6vPOiJtH~}P zI^xeHTn>u}8bijV+|^K+4GRw}>HOE}OI=zt+=Z^i-er)cyn+-7HVC(i4p`o~Er&2m zVVutxUZC-$VdL7C`7`)yv z>lLv~wBzEtRw%!u`mkc@(*S>)%P_Isy%?htF-8xwF^aXL=EE7j@*DQR1_+j7G$3}= zaK@h z`$$Qkt=?xxP_o?yoJNp~0N~RwU1qi7@f?CiK7iy-181 z_Fnj!;59OY1{9|}o5g#&UQ@Gkg;{!T6cV|+@$?c!$i3_@v5-wDJKC+Dp_hq)rHnmu zttLj>|G9q)?>qbunN0_df(EQV3L0U@-V-!jfEASIzmRWt0xu(wcbOxBu3;rC@^8SsW7F=wG4 zF?mT*OKR;FA~&#dp3aN9x6v*RWilkBQ3*+MxWS=AaL8nz(yb7CN#schA8)5&x&SPgYp3zxGDVixG>;`Fx!qiVUM8p>< z463ke@-@7LS1`kC?wL41)*=%Ju+kWqW_cP~=d_1~rH%uhYO72)LCpCQ3mk0)0FL6c zYE5ztw?SodbLPpX-#_%E%;e91+R z@#)^1ArZd7)UE*CyQgUAJS``qbjC?24N^*iKq-(+0x0`?%%hkGSIpSTnXrN=(z9{(PRC;*d4@n{#V4UK z2BJG|QRP-M0L*sxwJiwO#)c_<&Q38G(pRKe=_O?)Ssk9sSQ))r6_H}j>G5e`lnAkJ zrKb3(MelZ{%Nv{4(VvQ|X3+o%gYR%*aL6*{UFX7h--<%kch@q8+V(uYoOl8*zNdQZ z$DK$J;*8pj5@!bBLvrB>vO?Z!^2#pcnFlFk+cm@36Aev)7tTo+yb%9`@N$#5eC(~5 z##Ty$7DsibDLAQqYu^2u3-5gBBHO!PVeGTfwa!o&J*fs8iNypp7ucVvgjj~cY}}VV z;zX#xAW;_+gF|kdhBeu6j1oHOm(i6Ex^%_FE17xy4r6#Myz;Se!7Ghu0A9yGhkGHp zLGbUTwC&?mZ9dm}=$d_G_! zawp={wi{I(57Y4kJ3o^*BEGXlI=d})o%-?vyWorKAPw^**`Acm`hnIlUvQnnF5I_t zyc8Wh4dnw*L;}vltkd$&b&Lyc90)o04(fg68PLTkdp#J|Yh&ZIqkmn4Lffa>^uWK| zg$3qZrcr+x>wm2I!&&7rf2e^AV>BS<^7%176`Mp3R##eRE|dLIk64_Qt{Zp1jaX1B zDUpp)+Ic~bQC596onhG+7t#HoG?A~R=Ur(cnRU8I$C%i-{)&)kNRcMvnb=t_4x$w}>tM zHbx%?8@dcPLQ}DAz}Hc8_~09(pWkzx2{%a}>_vUBNxB{azq(O*BZee}N&2-!5LO&Y z*2YJdSwlZ0@DHs&+9dso_$KM{{E`eD3gY-d89S%0M+>vt(WQ9HEp?ns(O25~%7)-p z(GAO#^W(kQ&2s)qLvwNi@SB)qw7CnjHGw^euyzqI^4=|EX*nrfF>=A?lbM-Xn`~7| zjaqxQ1cMK3aOb%JHp?GeZn7UzO*#@u*Ptr7f~qo0CAcws;80ThZkXyI4b)V74!Lxu z$z%r1#GwF;f9g6dQ11^lnF~qDB$H-MX62u@b@`##m+n8E!4WI-GHD=8<3a&;M=U4M zB!YTTM+(wxNSG=q%nf?=0v)VRE@jHFlLJH+igO6P&N4`Y8@Q{08ClV&tyLlw+I6*A_~KTq(TejTDv*7BurGb zW%YBJ3j>{hO^N{==N{20(DUt0N#`56dHfm*N2xO87a)u>epR(2|)A?k!%cQG`SwA~OE9 zP1=m&Y?TbOS`aNckN1=6p-xybH^VF+afk=Ye)O{jQGm*)mr$MupS9$ICPa&~42d(O zB$->{3!M@UM@NKb6A`RBd?PY2e&5l#L3v#c^+-U>8?!?T&EHYNEb#1RJyIYK;{S*C zEei!*>QZYUG=Hm)LbLOjvdD)yxJa+VBqxb6Wgp)3vP=xp1&&IF(n4;tCY%Q|QYdP{ zC7HI(t9Mg3rBuO zG~oYpQox@Hz<)9w;KR>&D&tq+_TYB<&mHuiJLx}n(SP>gKcsv-gI$2JFTfFj*wmbi zbAcWyz&himTd(v=LGIgduU@(j)egCQJ5rtH#i<0$q7M83?u=V8zVQv3@kio>TZfW1_QOQ#gPhtaxnllp-)hFS8i``_s*g&uh zb|V9~@kN}w6}=5~-j4P~V}mLVMa~zd_odZ zn5&lx7;};R6upJo-@+bu4%=G1@^EKRoMQ))YQtLK=}5`pSZ;`?ihfc>>maNN$~2ku z3&hEuNQyO&MvwqpQ8zt3VQkV(KXRUY2e$AuRjlCx@`S6q$Ic`bw%M`aG+l%h;b3po z3pT?I8jk*SFNUGswUhf#(*(l{cwJ*~FayC4cpK0#sa?M8xbLi$dvqgO0NY4Sawl>- z`7bc;EjHL`raU)gd18mi{2T2G9?mS!sL)GgTO}$P>`2&3OSG+GQ@}6kt%VfV0>+1u8B|wBxRC$ zO;br#8~2>%l`Ucp6ep(k*D)_Bg0c;;Vzq$VGjFO?#21t)7_0#bsEizS8CL=5B%VTi zPnVnfJRp!P+SVqbU(|M34=v0BB1vw<~N5FEpX)0v}cP zEN0Cha#t1J`=X0oQ%F~V3kr0VzV)(n1do^#qWR(h1Vm_JWQ|4!^E^7BLBn9uSQK0| zvc_<@7MvqoL}KteT5)d|9#le$238eU(}7u5qlk9^7}EJ&NURA~PVte|I)uB5xb9Z0 zxX{;RdlKA{d2uK%RdeJnMBtwdo80y-{&Ir-EO_PnRg2a zTnau;b3S&*n#tOBZx1F=B~mF8mWVcwQ8?3-xk+cGQ8uuWDAFi-T~d^g$Jzmgl4zGW zVX@WbfU+VLO(#F|im#0Mad8M69q7y)gdR$3K{^=_J9)!hc{%BLj$u6Cnsz)BA1S68 z&qLNIjc5NGiyqJ4OFEt}$9R4?-FPDQc#0F-xO*7?1U;0k4s>Sw)yIHg)Vq^Wd51y~ zo<5UwNVlQzqv?ipA?bF}d9$drY1%6K$M~?4G0=HKQZ69UhP)KOc;_hchP)V%zr|5I z`$^XWvPkhBJj&Qy(aZ4Hl49aYVB#z3F!82@w-agh@L@Z6KTuX4Z3CTm9SnX+n9xlQ z!;Xn9{)Fyx@RZDjevfuSj$Fg{?vIlleoQ$S<@d4`@KnF ze6s&GL8$2|Ra^{kb?JXGFlIz%pdy51H zp%;E5bWqQ)bHdA$w~25}p}VbKQQvIG6uNiY&Pv(A4mYs;H~!=}fr)Y0F#7HbBV$Ru z(}nRqGn{eI`*y~AJNmCL+`I@q?0c%`_4}Pj5I2X^Zq&`8F@-|H%nPzY-fHsx*o8dv z`tNqI=i`h$(HA=cFPxLn(6aGD{13v*g~EJ`8S7G%?jUQlAf(6uUV=69r{={|F1+xe zUrcI4WJF1Ywy=iRecO&x;y+e93z@=av*zu7)HacmuKMXjJbNC3yfBv~3J^nv_tFYpna1-ZdX{qpE72;! zW?t@ob8t&wsZ3cNRH3+t;4yKs6*AGM*jzFI1jTDmO>yDvqn@tEhYiKubbeV#tb~6Q`{Q#SPv9udLRb4a+S{3Rs8W7see2hY<;o{lfut`7()F&ZXuso+XPmA4M?CMG!*T}}J-PJ?)FVp?-s?rIh z>10c%%Lkno`STXk%hR%6p%q1aqV=S2px^NW5ub)R@IO@vMyLlu$0c2y(9(HC_4x>o z_7eQR5h|^7BJxN#%Ejg~^=7)Wma}V%7tovK&Wrfl;h>kL6LzsiA>wlvUz+p_Tu7I@B0)VxUtWjufzCBr!R?$KLa-z%^t~o?vkRF_ z2@o`%02)Uajj@yf-W_}0Fy)mI@5^Aq+87N8B|wfg;I)ubfL?U%EqN7VZhIBgPW z@~6gCIX13j9*SiEs;EjG{z3e(>g<^T{8z#+_@!pV0oA2m>xE>*hb%@^7O4W3W9L(f zqEpP_k%M4A)D*nInF7i;q=!ONQ27KlagqqGfK)!!^{AvWo(LTUDSPhZ2Vnce_5=0* z2B_)^r4*Xx<6ZbV%J42tnvZiQL?|L2Rbu0$Omr{--DJ753Na}0Z{>|3p>qO$Kvh|; zd==d$ne|Ehi{32vqAxg+hi0;0@vYpA8bcC!ydVIN%a!jDB_~wAkAE1gq_I&N4~`#} zLt+wj@_kH?G#*!9RY1yzF>j1b^Rc^mgZ%t{LL4Mc$dl3h%{auJEADC35Za=-T?7%i zo53=R>$np|WyaR?vw{$*@LMSAygYTYm0y4h5~!8Gq1K?)gO<$+dScN1q>pZU>C0A5 zMr=p68|s`?UmE6{o}z!5`+poVpGRGhkhZYaIhi4EzEG|%SN;J-HR3yBchy-<(NYgk zESz#{`9b!KNRi{^HR$&O;GZ0NPQeZ(wL8K&`y_%A8P_#=?`qt0(`)gYLYh!j@zRwa8KU5A)oUu@~$ct8#(W$ zymw9B%WfJO9U01dyKB{I5mDoi8pylGI@hVqWOlXZ@S@NtQv|e~dJgBj(Qn@Oj?qi< z9`2xV5Vk-;Epc6(DYaVlv5gxGjRWO{e62CNu`t=(I65+NNq*C%qnC2tXiM@HOCxDk z?Zd)ALm#@x2bIe7$y)E~tc%0yfu5gfWafR%g)f9mQExZO%asw7A%$fMlmVYaaU69) z%%@XO#n-Dl-9nH$Z=9shyBm`F+t-rk6j@S z4Fr=ZkHHcf-FW6XcErZc!Lw+7Bt@qvi^|)0rz|_r2#e<5acWLja8etBl|2vgLjWj; zHikv>e{>;{?TEz~p9OY&jIkqn28$bX&bjb8OCS>VfuaH8_rt6K+dty+z}XdJW^r+E zM^}qsJN!i#4*4d+0Q&F*?}LSzjFt;>tjtGx7C!CNxIhrK7!yG+iOV;rjj_Jfr2oi; zbQ4);gK7W7m=+6JoWCx}qEUI6HDDv_d?{UFEYIu%yTon~gkmL{KkY^g3C@mU?aX{2 zdLhVNjq-j2^hiUw7dtg5fJ3ds1kM@3ya7xC-e^$dUC1&)L3x5MW=x0$3eGPVP!N}c zK(WrZ(#BY2PZUMu)K3n~#^Q_Yx$mj& z|9%&8OdPC5=S!^fv2eiomrR`0ChdrQ2uyqD9f8#x+nbuRjTvgVY55%Gfdbad`@10b<}<% z7s5flAeNp`C48&lm%?7)a#yal#@_d@6juUoy`L`lZ!MkzD?i&q97wi*9^XF3zBTAI z++{Vb#>0UQ|DnhG8%b#VA8BYjk)Q52xm49;+Rt%gD!m%#Gd$E^ukd6bw)rWE}&WEchA@eLXBJ$k9Hbt_Ne zw#>TreTp9VE_vx%n4@L66VH&Lb8eKVT@E#IxVRVP!6pt`K6aTnd<4VcY~sK#ubGv@ zbwrV{a^OSDt{y)srV57n8E{MrE@|1T&-SRvgY#Qybu7tYCzkzn4*5Zm{ne6M4(cU_BF zSpb_>7{4SqS1f%R;BR*sCboYQV?;K}Z((B;YyZZFGknE1jtvbEye38iV$UQe8@9Q; zf&}?~Kc18stHBIO06=Ty`~3@?sBhc0&8vD_y-hqzECo=dUo7Y90sK|1=aK1sx;D@L zfg^Etg#6m;xC*Qev9Fe5ef1jt)m&|sa_dbTs5P<&a^BKV9=>t7y2zqtUL6Zfvz4Vq z%cAiGBeAQ z?xf_mqx*8+otts_NdKZcBm4H{^w%tgEIu8{kNTcYG)M8Ab>9AbqPZ#LMXUQcg(+@V zo9(HI=3=4VoM_Y*C*UVCk1sD9FLi74oPYa zydJ!HX}Vfm!d=bay^La^y@Nf}Z?Iw$PXa6yWqQuC0}IAT2956HpHcnlP;RSdYHL|O zdh#S|t7m@e-voy4niX5=vZ=@a1kEbJ?@=@#Mf0-&&3plb)P58qziao_E2FOz_40f! zK)thXLdOTN2yAc6;_g`qPvgSZIYkZ*zM$~Y)P<5}D}D0Z%dha!28Jt2I5tC|XjU5W z5}-O&Wqx2O!i^Y16ib5H6=LaV8sTk_3zNPkjnPc2>#6V;QrMB2$_1hh*R9tFwoZ8Y ze12cj1de95R?x`06>^)3yqS_J9Yl$BP?nO(8Kn^=|J+kXr_7d;rC{Y<%6Y~7Y@SCY zxs!xFljZ0XEq2~~8%bPC1z4?7eP9zpa}=wyNL!4UCSs8YR;?LSq!zh~|I#|!mtE8p zpK84cn17OKRY`92$4|h9+K=Fb=uM7Xg<6h5QaX|%Rt9U4xQLHdHafnLeflI+hD(vW zGLA-{NiljGFna%+kDhf69eHE)bEgKyjS;mXRO!H7n3>}1z~MrGoFRvg06i&Bx!Ljb zMxGR`$C#ds!eDc^#jKre>_9pJof7PZv&7=+o<6 z81GyCa-jDWjG^|8yD!M8klwzhdamE@M1qj0)NYhSHKtcca8p56$XiWb#f3ccOlKJE znPu#WhNi#^=cEf>i2p%&*(kTnS}!AAE>w>TT71=|nP8Lptr_!17smLYlLzU)%6MZ# zXEiC1+!R#BL$#ji=HKbmynqe0851_=MDq(KJrQ4MGC$-(rU{>oVA1;-i(S2G%i3EX8YBwf2?>XdyA-jASTGnj+whLR$*))n_{RSJ>ShI;Ez-2ZOZuo49E+r1w zzs1)1ShVmBW^}E#B0;n~5uiv+s{o=m@#vf63R$k=xEh{pY}YQ&LdmgGI9tNck-NIF zW0I~T5>`xCC!<@~_QX2SrI@t(fgam4_d4kOzFB)2dVD&{2kx!{4wP&Q*PAu{njHyP zp{ogI!wd8WsvSA40^e!oyo9y4_m(d!ahYiPh%^3{pH(8fhs;rkoF}Qk}OPep611gIxxl=gE^r+n`gil(8yn z*hl)#CbjXQ??tdZ=SLK49PBwifI@LC`hJ^zYtU<$ZfaVMhu!v^k0qh;zoem2X4+sX zf~L}XJkXIpH9WtXgwijkq14`jXj1LxfySIaN2&cxbM*)$K9Q~RY zGb?=L%eU*cgn7o>-=x zH#zWIn|2oDjW97C`-%+RkNPb;4@T8`TyAh3m&)~2f*W>fR`lGcRc*u0=2W8`Vb4i? z5SE#^;77&@!!naGiCbpUEv2$RqWvuoo!d-gs9A8~gxtgmW}F0(ybt9AH?hV(ZB`m; z9_0Q@1@VxzrvcS)VI$l32_BLmWsUJL*1nIkJAAb?3@MF4x+6vdVxJ|!jV%+eAb}y} z+mkYbLI_C$04mFn@~6)cL&_uEG!llVQxjDfyV$0YhHa(1JjMriZpwL^_i?jH)0Po7 zlBQx4&+gIMF{wT0R<%=dv3ulZkz^*jmAM?cm*rPlTMf(69;TN1wb&MK=)WixZsfE4SCs6*hn2suOC%ub>a__uAmp#E9lsIZI&_qJglHJHp9$rTx*bH=uZPr z^%F#&oGemr5i}3ordt>B623+30>wjCHoVbAq?jesRA%sK8~E{%nxd#G#XJT?HjU;G zdmCuf*VFn`+MS99X$5cj_NG{=QimQu~#)`Pc*(y z(w?v@jM}{F*u7a$Px0<}|F65cVabyF#jj<=zaUADlI0n0q z7PjeG=L&`1q%G)9*a7YKZTjQ+HHS(S%0SQmO_>$^)Dg(9>+OUZ5;g~~MT zFv-uvH3-$!1Y1E4#%xdmA@=ur^#9Ri^nLT{5{%Ec82|!&It^vhc{>3$wj&>@6=><>M86YeT{@<`}KVVgGXP!->oupRF@PJIcjAM zlnADUa5_yGPk59C8L2RoWlzdl^eFFBV-{!;X{2JtOe1-An0RQw%d*`0*bW)|PV$Xq z(D5_Q%kJGV#O?sX*j~uYHj2gRC9hCNoP@$u$y-ExG7kZC%Jc1cRhiiQL^Mi7E3CBOBMKX9iM6sm88c1SX1#GXDZ0~Ll2CmqMu=c{|!`i zSuTWHmj4W2M_m=Au`FNb%XjRXeLCau{{j)A;edbKi^5>ran0r~+wng~jUl$n+ZEp@@6|za_@FQESo@fg5*3k!sFv_;GB+Ali|KT;-k`DK;7~p=TKK9 z^uzNakD;iZ8FBL>dnm>8A`^soUSt#XTf%K|ci4eDMYY9FTa8}H7X_8la4&q!Q6JN5Z6y<)k)zQe+@<kO$pz~#nqPDG6KvxsRx#1a{yux9SrUA^8XT0LfOmT|kNk@#- zD*LnCT4G`vCcwB4Z8vJosWM9gpZBiwuCC43z1`v|JaI;{qclSd@z3n%OrL3vfAk0%U}JXwt8Z%Av-@%}yAwiTpp(1;J^TON zM`HMl)U*GX+pXD8y>yuUr(^d2xSzBCyZoZ^22A|jwYj+(E!a5^i+8Qj!s@+Uuil1o zIy_k*mny{Jr?nZLRBYo_ohw(1g@*SEXs)xkvz{unn@GBXg&R&&^TtJt5r}@FT<{7R z+@W?|p?avhR4w1rE*cu}j+}Qna!nXFc`9Vb-6C zS^pwdB)qL2Ykv5#TA+J@v3bxtTx0&M-rmB(Jc-p>dyZPqG`n6An_cJvJKz(IQ;Kcf zc*Sz{`@7?C4aK6aP0+y)wnl6(#hvo*VeNB1c&2(FHn=P?XlG#;cgNfTx-UZUw+Gt9=^YzW4sXAl&L~Xtb zXj4X(nYmhlk9~cZ4+vH|Vwn7d5S8J@niI|PY;{62139_sFehp>3QKI5*%qop*-Ct=JRlZWN1Wf2|Oxa?Lhh}HR#KP6;>IYefFxQ2estyi|Safg#zE3 zL}EZ~zFg(pBTr=3b45CJ4&Rh#kk^gPI>Al2e+?7Odv|2`QXODC?ej~zmG{q_{)Wjr ze<|ll5qWBQPJPa1zGT`#bVa%yYDz8~<|8fY?sgG%(zHlOJIbwo7nAX}KhyC9blEKb zp&P6^H7L9Ys1;l;Q@g$Fn6Bv?OQD4Hr!w97UvlZZxv&tcU&mM-y_|}$uzXa)7f@Px zg@u$cmbbG8Y`>TFmh=kC3lIcB=?f)JvgJ?BjQ`-m3?KB?fgkVYQ00Q~w8m;sj<4^j=IGgX*qgFw z_RPamPmD0`{a=DUzX0X25Lw7t#nd|4wD_f)T<_GRz!tR=6I<8zk+}e5zpB#=xXgtC zCW?vSn;FBShe@n`d~94$ObrB~7>B>TwK+25V+3@Y+J%AhFdJ0-@y=0t?RIJF!X<6=0{v7IoUx+2Z_ zXIwgMVw|!uevh#|7RLDqxnP{eH3;LILeBpp&i;a=@~L(;5~=>jnp3Oq#7Ku)1)Da# zbktxg&=;dGC!&0p0?m#tW!tOxFWuxhPE86#QadpbxwaS20Jg|)G^rb0NHuXp5o!h* zYhvMubI}Dy#QPu|6=EC+r#lP|g58-xtx5m{ztl{Ar3;gN5TsB;*DyZYVsf={050jU zp6TXqb!uL~k=l$2$8CLJH|e=4tI-{vb?LAPY6__{&6phv)O=iAKux0=1nTYT5WnmG zA?Dpf5NOZns#PK-;EiVA11{|I!Ih#O-Oo5^!&S&gal+aqG2h|Tq<|>36BD9?E?fi_ zV}Gx?_I{Txn4lX0%YK`&EEecEcU?e7V-f_qaSe}%>#77-RY6!B2yRRQGVHbH?_ap^ z*M~|9PV{Gt#WpG}fhq0SO~I<0|AJHV0-@AqOoVPu%4eW8QCZ!!Z@6^LL@p)d{GW`i zv5?D0zy-N9Zb8W1&hYBH3snG%eGi(oZz4}IYn8yXA8Mxky9?8NaJ&@V`Z?p94aei@ zPFFU}f9M9++yyMf)?)<#sg;-jyx4(%l18U8x-08kx?%#3qA;yR;V9Qn(&EMWD(A5a z;Amtx;G#>3=nJ>RxUmpX%*5s8S~Q@|ZW2cDd7yKJOnoSPyRt)My3#r@mp4rT5hlSG z4M8LhLhuCPTNwSh%G4;D@nwLN9g(hgQNa{$Fm0Uo?(o;FGI7|c3Y%L8VYx7vllB(; zXLl;d(|r7p0PT9NL3n#?5Xv|N6anBCRVq~uEDw_YxoI}K(%1G zk!Vr8mgqfE{?@2{ZxWh+lk@63L-#M=yPPep>KwCGHi5r%<$n-e`H#8=?b{d#QTfkQ z<*V3~l?{krx{*&uHc~kj{;yU$ofkCQ^*RiuCz|txM(dt-4c11>50W|KPgV2b(mE0| zYs7^D7c1T4AzsVAsL-dnH(!qIO(_`XPsSXNZ$(!gJRYL**yHh|$VQyUgE#Lo9=*SP z9OJA7Z)KJ!?srnp=kId~y>c49j#5Ij|9|C40NRQV@Dx2*O=^-0C z%bmEPS32vWm(=i-o~QJpJ~%9k9)hm0EPF5{3Bs~eSTK$6gCUiRi6#-5g%2?Ek-tfx z6DP3INjobCss^|_6~(WoZ$)q?d^pzumOTQIS5Kdl=|@xVolj`pfHbn^D&l|k)__+>RkiJSdl1_`N+yx zqZ9M+wwa(uS-7v~yi12zDK&MrdaqU49S5i8%Q{EX;F#wPUWX0a^^HPve{JFFT{{Pj zJeJi7gkhPVK%~5OTI6|xgp}caEU@H~l62yHwvse@NyUvvLfaB!^DU5&b}e@@+1l z^vRAF0+(;*uz9@!o6-q%2yADR{Y@Zg+qP}qQ2n%7o-i_O+ps|cUiE~^NM16oB$M~6CLtt2NN|Gek11fYSQ zh`~ufDRP6A0Tfpf!7Dg#Fx%Psf*K$Q-Rlv^+-h~bLvB4p{ zR)vC7&9E2AQWg?bzFcDTXxN*XZcI$o;9<#wQUs;J6t8t=4ej#j$xs#E9D+?CoDC)a z?CL$Oe$BjGKF}i0w9#|c9WaY&Z%sdW$ueq^^Pw~rCdaNs4hw#tT^BukFU-1}5(vR7bT zj@2vZZq|!aa6Uv$lS`azVs2Tv2Nt+@Y@w?a8GA@}lf{N7=S-N~70Gv#T$P~1v+nXe ziukmPCZbK<7I>N>>{%Ei%ZPZ?;DawYKoe8@El1E0sH&`DvO(%8;+IxZ9u-nWUXer# zFkyWrbX&S!{WKGM0V!L0?iRtxf*WOmXyC>>Ys4{l zaK*q)&d(J@k(Lqv>M{=I?wVX}f5Hdi#*=jlZ@!Dk+KFM)=k8=E(%}vJR3XfwQ>Q1@ ztUTq_T#1V%ZcSE_d*DeZ9CfHqrw<~K-zxU0&EYpE*OJl*q9`$B%*D=1qE1f7l|>Z6 z=#kFzux#RgbWysta$!mfYn;f><7@-Kgc!n2{mrX$4s! zZ#8-IF65b_j+~Gxj6KoHsK5*7qzhh%|3P@UN!;A@-hIX1c?Bt3%4$MzQvKGvdy@07{hDFA^od^{eBlW_~W#JO1QHJmy+-5%ZYdN zF1vZOVqnpAC!b;$@7uu}bU5zb)9u`qHII}NVyq3!e$EB6J~=_V_s=lc+HzvpU^?W4 z{Kfw5J|dE0V^n^}&#UAwQL2X&`CF%M2q{9e$CD!C4`ZSn1w2n_7<6oP=m9TaGycw` zBcnz5mJBAS0+{p27v34qLZco%xW?XhtPq zQb?V_3_|pAmX|$rs3hZhf2bL{F(pGU4r8dXZ@Z!IoPk>1-%2$@u5@9DDO(6$TNyWE z&1cRym-$Q$WMecSWXt*(pUSXG>{C}-v}}nkDd^dv4sC@sA5wWl7Zi!qr9~@rD`m)R z7Ys|J{#x{_^2e)SJ$wQ;%v-K}62B_HM9;f2yffz5+{%`{nTF?S;nl!RtnM?{CR3M@yv2?-0-X?UyqOHgp+_g{DN#)+^Y}4-Z^?8y1a8b7?^b4IoAm%c~lUq zv2ylEUy+t;`_QR)OE7hvymD6Tn#)Gx4$&XWH|OtTa6Y?t$B^>5A?GMz(4`E~5Gi@u zv>+2N^4=|ErDi%a=U`n{9q!IIGgE61+VUr2Vwt1GU%7ck|8R@3j52UOz zGua?QKCH)(YjmnTS0EcLSaG4EMg|63b)6dH+1y2q);U+SR`yc~?q#H*QTeBBJuF3j zGJ~^RW=q&WP}zk7Z1|AxqFk6n2tpbGoi#yc02uUYi&d{)Amh8qrA)b1Y+yiP?1>Z& z)6D)5Hel0b*w7b^%37sD%PSQYVCbjv7PK-rFjSc`;FUo+8%(@p;b1YOPt>f89+|9J zn2c}%W=%Y6ZxObRL=@nJ)Mg9iTDv*7#3KqAoBZc669zgzOMn2n!aUM3peNh?NhjM$ zP>JqE;V31|xE^FP5oXGTS+WR+H7->`R=_kL)J$yhS!B#T zkLDKN!fHdW!$rYBra>@NP9YfxF1{`<6?C`2V4O%R)bp5|^?_KGIJR zyuaRPSCOj*CedIC1fnVCu)!vSYvEtOKEg1n^_-nfXmTL z4b3+UX)2ZiRh1t%M-b5iog;%-jm?iG#pbEN=I{3tn~#y>2CVMOQ}AIB39lGN30=ym z0n?EH$}IhBG9i(4(9cMJ?{I*Jz?2@7lZYw9WUbUV$vYB#BKMP=21<_sjlu)bSolyXu$tfQox@9z<)L!;KNTsD&tq+?EQB7&mHuiJLx}n(SP>gKeW(419ck| zNCh0H{z5H337h7rZr@YO!gAbn_?M1e)5QpXe{!wTuKGgUXZqo)|2>xhkav}$uV;e; z-(_PE;K^dlyc@4&uKIoKshkQ2p=OQEpS!SzU9t(j41h2HUkq%Di!IK=a5NI$#HG2x z_;1B%KwN5dp%m(N=X3b#!bfD7{3NTjyhqBlQCx} zY~ek))f?eK4TMeOR`1TyoVO|GZQjS83tNbOIQv_7Li&bHMHe8q(%Ana&wF((m#hlG zIkC4HIEp7<+y}R)5J&N(@WkaFB-aqcUe`TEFQ;}X?xed?fI?s=<{bZZ_<8lw8+}Z= zi(4U0V4&Y@HQ@J6F6%g^#iERCsgp&oO^M0LDH$6~W)kJ8(^+zP&(bSh2Ff*gyf>M@ zH>viv8!1jExCo$Es#J4ggEwEBZsV|Vh`k@C6JistppJ}S+4J&zdmcOAdBg`KpJgOS zhqLr_vEC}NZ2_;}IPegARw+o?NdYNIBDaTZ(2k3u8!T53QiGz0Vq)_$Bluy_*Q^(&=zvM?W z;~d6$?b<$SwiwQkxDE0ey1O6Hpa{jYA*g={3Oz@@+AWLa|#O{ zz%H+er02C++^L90ry50uOF9m0mfABjbHo-rME^Np*@loRC41OnVH$uIWzFv?EG7Sb zOJJ-HQREuvWqC=hkf2!>v_l0YQA>cr_O*q%W>I$4-Sd~DQ`N?!0C3zbVm1^fruNqZ zIaaLF1(r8eD&h-D=MB~X1yn|kIydOTjU!DQoVM1GCAPWWL(Gx}j#r6m1$F#M7n3qN zp+p_oh2ocd92zTy zJGKM{V&S_9U{(YIk<*z@_Ci9ZFcK6Wd6<@*7u&Il6&H&SMGB>GDI|QNLZu`L53dBp3aI$k>cE|G3GEH)0VdRk8cFB<>>4=c(>WXP#$ zrv`;5GPNS^%>s2DGvw4J=a5rl@`@-)QGM;vcIlaU2SnM~8k~3C8mv-hMO&&1o0G~;>58l~~BW#D~pUW$hz=6)&4<_dTnC`oi-n`Q?|BFd6 zbvZEgL^@0%YI2G#dfW}VA1H^i)q&1zzxo&;8uU@@s2R)Zdr60M3x@Q&>4tQgx*IMc zqVL7xo`m>E^bj@*vEQE_22I?M@jP}iq0Q1(jOQ=XjpzMoj+~MnI4Su>$4&mhUMUm} zbl%nn-XL@lEe~`q07T>{l##rWmA}RHCi_Vjv$9C>9z4p}ywY<0MM*((1wb=^!ZCeB zf^_-!COaQYb~>2kY|xLXBZT0A&L16Q&Pr?nj!gnw#=s+cKaIgKz#1+pT6 z$mnTDVn~GRl1hXfkO291I@0$(3u-QY@u+RiM`}^M>^r~(%NIW!8{eCy; z*zU#He$aJn!`=J>lYt0_Ke{L6x5?q<$xTpr6w=jtueg=AM~Fh8a6zp@VbI1s%liAapz->_Q<>w6QlO z>I|_GPhugi&UM|b!v%IzS%$|*Ke5|o++tK?(Ah}7Fb+Q@)U!b!<0JxMHRvEh zd+-=X4tF^bE#?DJ8go9pXJwDIWZef-kqPc{9uG061;z57=@&AN&@={a-eurSDRCE| zR$)+!B_%j2U8DqInM;Z2QX-1M4NN_WMGNFRq>kb*22;c95aouMgi#uR?+i=lYZdR* zX95uYqtM@_)7D_BuFkJxZNI`2cJ><)zy*WIZMQP27vMtlsFc7^8%4I}v(- zaY(|5pBV(N@UY>R^rAU9Y`A8;Ux-wmj~dg34ZoRa5@Eynu(CkaXW}uJa{*z)L*YWl zRzir$3LwN3TH*<@8k!CgVoiD;Da7phL!|3tx5>F&`CIyvU~Cr*ldktF!d9_pZ6deJ z{eg6CrMg9K7hQd}atEGw&Sk=H*o?|O+$s+9peoBnISa*idGosoxV?+-3TAB6OlfWD z6fUDmIfRrR!bD#!C%Q;CUOHVq2&{R&ENd3(1}D>QUVo&;Oc;bpOWHWGp&09&SgaywL$SHM4>D`I^J318EndKaGGAWqoXg)22fr?zu)DQfAhPHb zOq12A_e)~Wm-F?dF~rs3p(ZFkNeC(Hu0O_#<#xrMVgrY=^W7QHc)S7?)ty2ibcf+q z0r^wcqeuF8)wsosw|kiQXpE)B(ogK*u}FwtbBKOULDK`7=Vd8`IUR|MTR|La%^;2p z^3w_C7c#SrVsRSL)9Z+}j|jdzRI{}IS9W|&GL@PwRw>*%g{KG%zMsib)Dc8_8yOwl z;@wbwO}W@$zcvl2VLT#f*UEoWJDaOmGMYRz{u+t>V8l=})+jE;rzU`jY|0zef2$w@72ZcyGRCFBgvVnvAa+f1w2{u^mkzZU&YLRTuAL%T zRrqK%$`U%;K%+3IBVBP7;xd<~mn)Zmh|UT40kv(p@>O)4b~c~n$1_*5#v4RRKAI#=J2$ z@yG7wlR;WTDZMAZ+n2F-*Ur0h?u87!>uv_=EKXcb6eJjT9rpNgJJbKifwhFX zBB5^~vU4)S=RDGfELVOFMfHhCN9<2Kt0~U-0g4q@ZY@8^K3FU?s>=^n)`G6eJW5s0 zrN0R9l@}AOE^JVfVnwXe4D^H=X#4}6V{@J{OwnN4>I|kX5ZkbNFQ^c(x+L~&GU_xa ze;-wKZs|BV4blMYJ&ZYa4JHjJ=Z8w z75uceg;&PiX@~3<)gCQo$u zQH8!GkA$uR{PQ{QBJZa5WVu>f$a%Z+UKYnjI4H6+Gg2tbR-?@TM=@lJGc!f}KqkMb z+I(GvM@HCTF&UcPOrtjM)h3(8#sZ5hi+5!4iE0Z6yghR;7TurOi8{-zcB?q%?P(P2 zh@IQYdp8y7Ja&QNj-!f9snx2FZQQuHxR^)M$ozbLHa}h5h(vzu^X5h(R{f+O6Pqs0 z*QaOr{zm&uJZJh$3h+mdpaC|tlb`t}KxNttXLNZwC=7IxSD@$UFMK5SP=DGD?5>_S z!*_gB=nZBn_0oSy6tMnE$%3nx%D=E8;cbyVBLYGFvm#Jb(3N2DyZmtY22A|jwYj-k z&U*!u0eflGfSo#P>+mFYb<>Ct)uL%%t7fne;p`dlrV)bQdqtyAoki^J zsY1Jn*wd{gtVH&ixXLW+EtCsbCsDRLXDsS2Rm=CZi+OKPX{iZOu;A^;d6#d_d86OF z?;WF;=A}58u9fq(#_Yz?k^JcB$mWgoIlkVJzkD+SlaG#$ZsI4i#*yfEo)g_xd*DwW z$=x+%!izC^%pHp@6NZFL=#2-y9t?CGO6Xa?-bY0EOk|rLHtPrNSx^0NnDvyk?;KVn zysaLyK71n+=uaXP84@>!F45zDWV~`5(v!5XVozcjZ;pvz-xH(;b4zX+8aym+H%ntl zi#?QO!~`feNQs?mv#T+#W*ecorLn7Bb#T;inTuo$LEWc#ICSZcfQ0<{_w6b9Tl6UVQq1$T2d6J;5A=W^o#=G@27L?YTL_ z%AIFOU}Z!^eX5_LBd`yR{0Bs}uPL1Shc(k}Pj9xwLR`xvD6&C^w(5*w6C!K{x-&CZ zD{v;)hdDFFPDOq~$sjYlSaX7sQy9rbkZYrko6kn0u*4X_{-Ujps0-R8&_O#SQYtA3 zyh!gTJBf{y4s?`3baL6MNmzxF0H|7MUlv-t2Yuw^1Zr46g{Iq+C{|?+foLY%lpupL zJn%tBTo9H_)0eYD?(|gdOeEk5ylq@QYDEk~uUp@1`o>c1A^KC9?)+F=u$9(S3tgl z2p_V}MW0`Y@_ujGRZO>(O^aW;$qi0T3T#n3F|l=RADIh4_NzM0fGsWzFi}hlznn2V z7K-`UxS*IC2tqLqZhLQ9(rs9Ru>Ab)W+keEUTF^B?!sXos@H)Bw=gE#p0lS)XIQ>- zl7#plYa(Wyh!8lZmSf_4TOSw>e5b8OcldxyhfQ3c2bQ-P%VXi1kB$qjX-tD~J!=C@ z?f|vdx!5K17s+?XLEt_sux$yekhhxI?{s0d58@u!@pi`Vln{Tv6A=R9)N)LSU)dMN z1LWx|(wzTemrk27KOb!WIAeP(nDY^GfjNz95X?7)9MD7@&IBR$RJ$4pRsUnnsi#~x z<-_O&=*!$j_o6G};k z^-MRv&Z&6;M`|-B9Jlp>-J}DgtVVZuqf3WPP_GBGbBx)sK+VU+1=KW}L7*NBI3SLB zI2?plC~h^BefF~je{<}&2 z#%Ms$BJCcejdVgU@&`IsbejwZ1vG&(x9yar1DXiC_IbmMf1>O2yssHwXp^q)L^$%@ zU=!l6IVa_dVYw&;E->;;_YWIKjc)isJwfgXlW z7ku{srKiB$D^V!Qqeu?K=ke{!*|!G0M!Z)|tMPE4;|~IRR}vb>)6lqvU-$}C3zlnY zPZY1E=vKcqYFkNYu5(^}M-AaITV)gYOIQBO(Ut$GYtX)pfe@7|-^$J^Hf3c4;+JmZ zt&xpXj)mWa)lTOH&33&G)6t3Me4)|0r(J`k&+>z~WiS0yH6JdsBQdi^9M5vG(mfvH zwd{)uu&I0Vk;vYZf^q(VnB(!u=*ok~LsTAnJU$!Qi1T>x=3U04_qP1nVK_atXc=H70Ng=8l}-2SY0VPBaOxU_QXiH|ruird1jTX3yX= zDZylfAnkr}6SW zVnmHm6XPT5PfTJoY7$I7#zf68`Kw7ZCg$&3V~lzHjQ+lL-uHdZy*;}#xO^0*@4e@o zI#qS5>eQ*Kb6VZj&Yap#zbefU0b4@2^rE^ zX)Lr*Po}!aFea@tg!lSG$n@(iq9PSbnNr`2{KIhiAg_MNI-$&Lo@9nFH5LoY%WkO5 z!BTAOsHjaN+%}O)H5a;IPHxZz@~BeHCbZ9rS$xAP#g{ZHRxNy*!LM;46Y~WK8l3e%6&q#7HJ9) zO4SN09)@cSJ4^m-ZNBEuZDSuP3AEjNK6~KdpOIPkmsR7DZFq7W44&)TmCnA_ehf4+ zuD=zxw#sW)@%1LmKl&aQ!;yAi^B$7|eD8`GR_b@lIvyry9rl?9nlK<|ylp)2KS zYz5d|>@T6)$|^!}dm#7qhHC|_>At5%x8rS>S+1%@c&{IFmxv2@hmZ0Ruz!?~3h)t^ zbC6U$h`Gpq=$9a-0-JNOyRJVQFAVV}{hKi+O)za^`h??=-ql{9#IBfps-;T10wct4 z^8_6sEy&U#Q_ysVQ}z$)8o*HqBZtIG#L$r*!myD;nLpf^LP0|b1nYusft~NQk@$ne z(-v%|T62iKnDF-d?U`1G61wO(z__-;n?TWp1=LqyQkAMVw0d2nud{ZZzG!!MyXTLI z&gSRZ<=Ixd%@bc^`xLJ|Nm(Ot&6C2yYapq;!7vb=J>jZTl7a{$qB;a-F2EA=4}&*E zng;M(N&l%qNw6E32)nVjFp1?YUeDuPH8{u3^AFgLFh`uZ_W^~{1d1G+F*Z$$^x;b3pz{hPd~ zq(HgPGgPMg0Yr(BzvNiI6BmNd|ov?LH(7y_4M)k9F8JF z=F<6q_i<}^uFmilPfEHc1wT`l8ydSoBg|pe2~fd<1f3-hj=5nP!J!itE%XJB##Fj4Q!)8< z0tml@A>4{zIc;3{l_(m+uhS3HzDaB#!+ruuMfTq)wW&Zt{>^+X_eS1j6OU2kEOKn% z3vAv)8+QW^g2!RgUTnjzLS&?z5VSUU_BAd%8WX}_PbZBR~37)XblkiXb}ql_fQ z#+3YyyQ$eek_!u3?Jty5`}PC8C&J4It&ai*k=0mc`2hs z_$5PtS238oZ}F%|>c(+~A!UBoWqF#KaU(>`dzpx_(u`ahxoAd`VO%q&w-RU8Z?xF( z2&=7FGR(0_o?&_P5b~PGpEqzu7NnhJYP zMI;ADOS+l!Dv%=X%Ft`+dF0B_CKX&3S99i07`iG!lEmJF9LWRHX+zui{UD*3KQ(rh@HS!%~LI$nV^ z8|mn!FsF)e)u_x3w=|phuC#0$!Nly+d1?BTX0vMbE~Cg(#C!q)>hHHoa$j_0MRIj2?q|kNT$sUCmDK+i_Vf0 zoCrBOH;GV(sKTK^(LMbo{3@_kA$Ymk?nFiu_S_~le{gO4Yh36g6T}I!#Oottb zJkxq06zN+`3X@=MqlWGN3c_$hbyK;r(gJtHTdL3@+{~e&8lu@D91*FF3n}L2aEO7W zk8@3gS|ik#r5_=rw_52Uod%bmQMnsr(%_Ts5S;#VHOlit0C7w{&nR+c#2pQYL^Pe{lEN{#vWoX&e%HB|0qa=Wgo5{qHza8^=6rmfm`izdG+C zr<;XdX|V=Hu-|=Z9Agaz*4tZdZugonR_Mx_8Zp1g%kWB2Ks=pV(^{gBunttBH^ui4 zaYh%)LG(fGq!|=gD&v9f`BE8bp@+auZw`_%KfX)et%G}0#hprwL5aCq^D0qd zl(>_nVW`V?y13A;gOutaX{RT1cLJBvW0>7ThKBHDuQWJGc#0p8HyH(a7Z8p`Zm|2< z+MbWJeb)LkG^>9iFRRm)Hh)-*)sxMx`t;LrPVrp&*YoIKd+1-c(ZBZMUu2Yh7bX-S zh?rN`KPIr9)#=qj4Cx0N2Vc&M1G+y$LIATakZ=9ZNAs;8!FjU6t+CykWa-z^b+p~v zGd1pQ8uvEu9dufD;OImjM5#P*3ZSt5hq5l!=~cci#FSND_)&g;B%Wzb@5~48-=MKnGIGX_Es#E9KI*u*LCE z=!0KuiY*Tdo${0)k&@&`S*(_71DlWbNFBScRoZV=pG!S*py^W>ebkfe9H%Oq!O?v!9YU z6$MVtj~fnm1I%Fe37dY&Z^QA!eCsGyZ~%K!-#cGpl~`hgs6zpBBjfm6)7%JXxL=AYLHF9uxyPfEl2HXotIbYn7RX zuL#FV56GuD0uZz3PT(0{F#tt<4@x)UxQ8|19cXt6tbog6j3S~juIPaci&+A$ZQjT{ z&I?A^=95kiCT{S%)z%z8RnU%ei9gO@ei?iNNfTe+f}zXn^xEy#0-Tm&(Al=n&wSvF z=~R33^SHTv0S?j%=Fb_HEq3aZDoOa2IUq%}HNRhKfM>|b*|~(tsi2HfO{gSANkS{6 z1uto#yy;5ZDc-)i(&(tF8v`xjaR95qFVF5nL;*AI+kAQk7VTh2G-39$BUW z&9eH3d|Bd+${H?UFdkX+C^gqasRl8{$P&_Bz`cg4(zo6yRhmHg6EVDh5Y;a_psX>- zNQoD@G+-DR8_HLAgo{o#SVB5gVkHrt{}IkEV_k8}9z4r#R}{r9u$)s;Ggv!?N7n1u zxQBp$_Gf0WKWi>bI$2DFRg+06B$B6i#!p=~)}aHg+hAe+H}fypMM8(Hria%Lpm+vs zC8!~@h!{A)%1)AJtvPL^Wc!HOK=GzZAz&?}es@9ro`&|}VhpJ%JWp{NP$aC}KJ-33M`-{;N#qHWn>dUuiSWZunWU@I9W_iBM?xc}+_;0Dzzs8?V^5bu+I+4|Cr4%h zH)d%4K60lx{D_>Iw%vZ1cU?Ra>*9OG*2REIX6rPL0d+Xo8r(xI2e+~5>wFe4ydI6y zvg#>zJH?CjaDiij{D%bTM+A8e2*Tp#ku|U3{v&2STChARFWcV;wm-WV+gFR7COMuZ z8R@|bhiPD83HJ95emvM!(GVXz95almZFyCz)y;j+fyr%xqKQ^W$B*=GneT|?-bT5m=eE|_2B1R5Fa{%d=B8fo#8%Mi8oaF zT_pB|p6Yeob^<{hO47J#hmyt;N~riQz)ED4ONf&-0 z{KxUjQ$*w#3(BU7+5SO_J{3`@~6hdTU~Gw;+9(h?XNR*1i9rn z1o}wn!~WL8z0YYl!5K7$C1;$Gh8vWBOnk3F{390-P41WmI{uKM!-_jN=3Kag@Eyk; zpB154h?J9Y$vpNkAp$Z_^rQ0Yx<@_^BI?ni0{K6<&@IHt6#4iiM!Fy;Kg9;0lGR7! zK87a(IlJVD(2;M3mi&$r&|*Chq?YU9&8wT%5_Rt=1SYV{am)j970R=NavfRIAl(1B z5YChm&jYLdH)Ay`DZ#nYMM@Aab19MDN>odEw8j2h=rbN0oZf5D{vlZYgGUsb_u)*x z8{SD-*Ew2@8aWvqN;5&K0hAmf{*j1J|83wdO@zVA>ZQJAlTLsYR?#i<}M@-mIyHo`56ZIfIU?4sW;?6PRE#U@1QwYE@2V)*rjX zyYZ&oSD`VA&CobTpU5jB5yg{Gc;*aiKPn6em5WjeWunAc7P<_#O!JlmHCD;Q5+v1G z)#GI9T{_Dz(tWeCXwUUNcxMdlV&NcN*d90-rVA{1WoJab_nfVZ2hH+dSOxUrRri)kXE?NVgO;?Tw?L5fQ9QCS6Ilp zai~cj&P7ijPSm8AbzGqvRT1A{!=#$@ug3J_YSO=so~PEN5B6`CA|{8J0PHbT#Ga}5 z`jhETsxBOCm;~5^3b1votmAV1p>+W1H)7$sZ;tGOaNXR|`aAKwe-^7 zX)mC3n%HCvvE*fM*Fow@CFLtbABK@MVZQ82nEIEf1up_DnH&3)StCz~FSx*Fq<;>t zfO{))!;vk`@OSeeWKlQ0&7}*THWZ)d%i2f>$vXZ^gZ={-(51IaKz}00{2jE9-C1cP zxqn6iz!Ip$_ZrM&?r;%iDBvwIOf`mo%3!oIB=~fKy2q4rq_l)cE2Jlk9iaH?suKE!L*C`=_Nq8d9H5|L0;dm$kj`|0&Ym}e}q5F}@ zqpG^lLl{E1k!BB9S$l<_3jJ3BRivy`;w=_FzD|p`DRPU&Ib~6niC56r$kZ(J=%5k_ zOrPccI@EW;f9tmZivD{1fF-nC{~~5iGVUS#7ZaMv0x|xQ3cU`(#&*4g9uqF97>;Mp z<@&b>nDzB<<39{sG7ImAi08b-E<~6_w|x6l|1LfY($h>sz2fo;t})o=ZDSH(+wFWz zer!+{rbSsgWJ|l?J8t+lw_CG*r?W$pO}U-%=O|7APY|6Mp32t>K;%B7Zt_z9(!#^m ze`-vx{_8Z_2{6Tn`} z#tyJs|0KqIib9s?4*ivGloI$(WYakJlsGkDQr z*FrvHDq>ca(iSkiN7$|D=FdE}J0x#Y}dUDA+_~Prnsw!5-giml(Gp8d9kD z;&(>!<{Y^%qI6g~@e!eqr6IND!bL52^iX51Q?0b=Mpbg_cMdiE_5vM}&7vVO2d~p5 zI$>%9yE9cAsWO9-O~#2*$-9CMhq%D>%VJPeiV_vC4^&%J@X7BUXtnnZfvGBV#zuQ> zDqe*1I4VtMbRYyV-|C?o>;%Q$&iBNYaR^;7u`Fj?@^+zQq1wo^Lq2xqb)bcEU(H!o zFO1{1g`+EDnv$E35{r>^wG&H=i_f`=i~3)2*?3%%Y}~LD8m8?xq3BiJiNG^G_*e1{ z4u7B_nCqEEC0=`LtpFGi__{TD`=_y{WIg__b3Plsufb!gIGD$GLPgIaKX-m$q%(SZN=u z?Ju?33mYplosCnIlNXdWZJFA_ZF3z4ziMG5`>c0F5NKFcKMJu*eGYM>(m3s(ZG-CJ z%+EAu{vCaYiI}ZDOYi$OlW5>N481ru;=HKC6S(|4| z7mipeq`2r;P=3-MA`^zIx`4>{rY5{i7g;g=rpd`orOC~kw_F&x4B>UF5=^x**?(lf zGdTauHa9?}K^Nrwb7DDP<6C+FGQZQj|K!ks$^58!|2(uYc%NW);C(tWIfFGx9xH?Q zlO2uqxNvi0(Y;EnBnz+c$98lf;AeWMC%SD&IMI0kFoh~51iC7VZ<|+Xw<{OMf~C-67{)x_#OD# zdL_QsX>h?sG@>OJjkw?r)}i(HdI}$RnS#k>X8?I0WyrJQGLB~#E+gvP#s&y-*|}2E zBB-B<;fM&1V<16GN7qnY9- zE?}8VL3a@S7ej&-Q*eB_Fa=>bjw#L#X?^@$iIB(Bw;>R8-Rrqdhc* zJwJ>(4Ji15MzQ3FlLL5>GY>u0^WW+Mj>!jSf=m~($)}@Cs349f7d{|6hVwysD{)5s zTzj76)=_$|L3K#5Txl_YfaO(c$0!bd^PW}ji25jTe?s?QBN)m>VL_(Lgq)6x>{bMv zU0-O|pcEQvIT+0pnNrGG_KpxN;jZ;=#>e zwmkKv)7BTLR{hr;`A~;2=0xbjr^V;r4}}J$Zt^S zi9JgHY9)N?@de=YwHabU;{Px3?E~yv1K#6_MYtH#uo@4C`}~I{{QL62`0gSwp1?P# zoiLce=Qw(m-)UeU&I9bH3IQt?Sp?X?a{w!UYhb^U2iPw=1Dhz~6RTj2co3-lm#T1@B5oLiRr)^QR2b223Fa$?ZLe`UcR zA2gxGWh7|g0D8<5G{KLzg;?O~B0tMFZtxol-;Bk- zXAw+(Ief~_4P5F3{#bbo3ePZW#6u<3@p>swl<`e2n3JvofxHb+P}ieXG=tynLMFC@6*M{tG}_B(WVM6kK_TjaJBRU@VH-g*=1hS+wN`R7Z6kFTl&RsBc8&a z&7~49fS+qEvi~6GdvuaY5G>(Tv^mB<+hq6IW~J9)S_^b9WBFjKJ=(#I$em4N zC8Ry#^k)>1@Zp8*=bf7kL{Dh7IogVLA810AAV)F9{iusPyKhtsLQUkg#$!-sBTIDU zBSRGhB_ZG3-!5+Gqla=oh5nweE*ZXMa??V;P8>3@62y*=m|7dv0HcQ5ae zj=e_24S)EQb!)sq2W8>;X|?fwgyoow+{MP>Gwfj8Js`>yzbjgp_w-O*B8_430lQC{ ze?;B#EjCjAw|gP;a+G6MI_9=}=I7zPYvQh7p@OEE@s9vn-2#1-HIK3;%4Mu7*5s-Q z^7MWP%wL!gjEbeG`}iz^zzwUS}Gv`jfqn(S=Dd+u{ZCvoaP<80G*AUa2QM>1uVwEY{TX)Tggxa zGL08elA)&a3ialOZGG5QhKurX&o3>Mc-5CZOr}F>lhVK}A;337X|Vbyi#^=b%h8M? zwY=!{S%@fJ1XLuov&pLaRPYC4j;0!u;FE3;e% zj9{VSdD{Cc%}t3u!`%FX0t7uD1bv7T)c*AB&zuGnr)M;ZFsftsV`i$&!6U^Ka?u<) z0Q5Tjk_(p2E!9&%)4%03jRpz_VB29B|2TfxC^zVV8m395Zc(pTFS< zN&VJ{xy1!BA=W7Y^qmYhLDtzIEk_u_QeFj~>EY*`h8Ju@V_LG!FDBaH60npnG?+aX zFirN^2o$v$imcd&W7CCwhz4=&^BHLbYW87vJTXwA?M30Og=CI`+X{6QEqPl^*sw%j z>q4~m)a!RDFN!T@MKj1=IQzlG- zwcf{A%StA2E_9Iz#JgN3q_+}h48NOUPSGKTP;Y#*o!)EE93oiW6k`s(Ko&Ycr{27S7P!ydLAh;$zo_l zDaV{e3h(J(ljMYV4h+83F)%pb^)C<}e050ttAoP8013y1&;Z<@9*q(Hg;>l;VU_S! zugTl3*QAU>q=VQlYkQS);OhE$m(^?lR4C9@1r8VOMz8q|2ORCiRjrH|F-{ay3dFeGyuCHlxT9TnA$W;||eF9*j#T)G9*FsC<jdiKC!FKsa{xua3sfu3+q}jE6-O z&3vWN@v{SBjW6UeKLy@W$SWOu^LSY^j5Tj)VPFTQHnZE+&dVk0mHe9?OYq!I@yL1( z{DsB8`2pkh$sA3^etWwL5>~;tM|pcCgKv-Wwgq3)Cxhi}t{frJn@|Ul-CS1mu2cgu zde<-~E@#n@IthTs=+X`Y@t9q|-Qhu=JYx}?iXQUS$Y#RPNSD<*)ioXm(Ump=UXWMs zofFi1+s@O4nWj&M-Xr2nu$%yG_ie*`+IXs;pjs+oQ!!hVa>TT$c7b?VYw<{8#P!k} z-9!peW^a;(89WiR1jc zRyLH@Osmxh20nLN3n<>ru4SVlv?yG=)Z-DxMs)M;Hg2pM8e+LA+n5YeXEO|_cI5!m z77U>>eZ#tnT5QZRVTJYWbO=qf;mcEo3kR6w3IydAXONuCq1Y+J7=@X_g&`)qJj|dX z962Mf4McWj*89k;QL_g3xvj)pXja1ok<7O|I=5}rfi~PVZc#q(!*QT$Y(_)lC>ob2t0jae3c4_c@9TMV@o#+Gt+Tu-g; zW36I*d%<+E6%9`QfeVI1Zn-hc;X8Z|MS_!m>I8y_!lQ8oHnY5f3E{^gGBM$;=D|}A zI(qV@3zuTeAC1OY0$h09I3|;MFzRt5{C|_6RRBpgQ=tJ1M#U#taOMx8uQ)6So z1sfrLc^cpyV+aXGZKjljy~Jra!5cJ&C2yp}7Yh`me4(-OEEh0MuPnuvU&~Np<(1{w zbKw!fc^r@2B(=MaKxP|;f}4dVHj%16nZ;>y-34(WcB0_wd4{_nJ3U$k0n>z}Rti4U zlso7IfM75h)sn$3%85`3ckcFjiubxq(PU0S@XHy3t(cS3!i70$0M4B0t;CT5*O%#^ zMzyST@IXyO6SIS1oK+e2nh=|+_Ut$^|J zRe%L9<5uj{Yq{y3>y&G`M|f;!1@}np z_sd4~O1aZ*wJQs#HPD*tHGH|`t-sf+;4#3AeKk9}cVdHT!LI7wfhpuGj62sK4PMoq zJkMoROlLC{mv*Oo87z3Kf$hJ%KwxL`cnKGICpSPCXXr}r^LL2b9jSD~j%#;8qZqMB zc%~}tshA{}CYshyQs?k9;$>s#Ev7>%He{sg2o5M|TR7ryu$HN2a`|1il zrOUCV^u_C|7eLJ#+gw?rzLi?=m?XK#EUc*&xJLXY7tp1lBA}-rqU+H<%UzIoO}N+) zCcf7gzTE{(W^M==DM)88gVD<3=Fio@p_FFgGN%As!xF9U`@~ zgDJ>s^`hU!)nmas#;;83H*(o{vbaa-_N`f3JO%#1P2?K$Tz;qBME-;%*yTpU-&$y2JeONu-t_ zCV!wI`=B#qlsBVEtRWj@_3noORU~>NF&6)i@pYPGwMZ=fSm;*s)H~-&&C$Uub zC$fNz54qPEkA&R659aQLUH=X}C`buT?&2H`|0x$reuTu%zYxlp^Tkk%Ucpx+tb!vM9LuM zEqJ-OaCC-lCzsvOUE~#tDWq*^>h0vh6%f3he27M-*gEu4;CgbL3aVYRWVWMNLj_Y1 zg@wSyUg{pinqFO#uB)rQkqZyHCp?aU`++;bg+dBE(}Q1@cW|nvt_RPKM*GyWYIoM? zTJY=OG(nNpo7=5@ttG#?uSGW{)2-ppYb{m|RoErU&*k@qqpG*}tQHD=%lncE!zLOL z(#E};kc6|XMU+xKhzkS}=f-Z5ony~>ylzNI+$-+wnysOD>g2`aLz}naa`7#=TwGlA zJJ+hQyTqp^OH-3m7jCSVP^hE?7Y#00zMzCB+)UPCY>${Z(LLn9wu%X46n@$jV%XrF z&7*Fl9PZmU&}(K-2!v#HsBdxJi#Bv_A#O0IS=g8fVx`md5;w6X$zxIPBAV}63P2$$ zA~%?SUtdx_?u7_{%cnk!kYudXU2K`waFNPlrP&Ub#P)^QTq*=|>9T4UurCVt2mN4T^*jClYj8ivg5QRD+w0(N zjP4;i_FyH?_gC7rO4qoD-P>QQ(5XtR89g{b-_>UAj-FrgZmu5cAh=?`cNLaDW(u`1-2S#hXi$Tc)O_Hu0m~Ic-0hz*teSz4UiO)R#86;A0Gd}L2uGT?0IKOd$ z9`K7P#sEtLvd*8wFzrrxzSn3N*%53=o;D>evLKO1JHjR0PQ)_%U^fK@fWK9DUct>K z$ZT%3Dm(>@^128-2J29#w$Q|D${}OZ>LM%5tBF8>4mR`)ICRFfNQl~9VlB+BmL~Xw zfd%w9B-6735tkbbn#q+Bc&2&(bJo01{3x!`7R)pPF8&L~#W68oF;RA*c=l~E++@i~ zTn+|nLvAp-Q;iWVRyzzwWti$RN z7ra4zSbwjlaN_eFU5C=SLHEwDL*q2hHSv~+f9JSOmTvT^ILsDoNEG=RM^YgE{oJs) ziHMpwHnJ*=_EZ;SgjUTH0Pd3*K7#Se$D`!4W+3)MWB&rD0R;omD3%O#YCLYhDlu;~ zSXa4##UdO8&FB*P%NY{V6`)`WjxQIcAS}l*#ol=B0=<=6vlxOuj-gHtj3^~U=&45O ztP4s*to1}py3DW|WUX~fpUI)cFFoWPPD2XjqH!#l>zYAg7c4oj{xk|+;(`K`kqPB5 zVkoy_WKJCyMy3Jc7$lL2fjIne#Q)ll!>KfZmTX^jdK)r-TdV68+*h z_ZLm;IA9savEFg`TJjqETTlJ(U8WvlE=s)oBAb1Xxz;hGT@EOI=^?-EG^Ai98po2A zPLAROJQ8}U!TE^`I41F*gz5hmo4ytCIi_5QPxy@^{!`7(Px8hmjuVcjrjj!JhsMMc zUH}~1o@|GB;mLq?80}$Y2Tgj~p{W7c4?WfB&|<|S9D^=ALU@nkk+XxlUYi~7$$=)4W}&AVC%3xbB*ZPW>)plB60_?yJd%$I z!YyG6Kh{81U4SwPMOp5?J)t=8E`*{fb3&!J65+yMVVf~4rs3{`^j?FzJ%Z)WEd~&< zNN1Ofc*&W#a!-FZ-y!*B9oHcWwUxSK7_B}aAM~%?kq}KC9z&JGll8}yZ*TiZrO_CP)^u8hQN`up)&6u zW8W4k^ZpNcVEj@M7*B~ux~`&rlKMb0wedu=^N;gD{zHzjud5|`%yu~l{?eTve^;v6 z^RE%o{WHiRI{&fid>vc7ascs54{}=SAoXK$NDvsOe|o34w1o4ozgdK;q|a zTgt!~5fQe%84+ZwXoI6XR^40>O_6G4I@h#oy3($`NG*86rA9~0!CJ6<#e=~j@ZCzS z!D2fys-dgX64Zhp3fAQmC$7?z6BUvLLJ^qEtyy*_J;^GZ-p(Q?R-BmfBJ${vqB#-& z6?ur52<@}Z(B6183#Ud5%ql~e#LDUgP!np|g-~n{ zE2wk=sPt+^C98cSCup)cV4M;fZ14h$0mQyht~YpVcn3M^(tju~GAK$^0syw%X;f31 zekWAdWtUyX%fxQyb*#r&O>(L#TUzj&ej6cK<;5QUMUO_OCMUGkbOXJ2do6*pWvqKl7@G|R|+SS&AA4x%7MrHhX@p?lqxd|zwE zzo&*MM~QY@j8@%B4^O64H=>$*y9GHynfTj1Rm7ZqBSd#uomy`9lB}9hK5<#8XS>wZ zs%>~T7T)73pr|Uc#Xm~VsB-H^Nd|shBP8RZ4D0WcSiBJ!bYWhU|k>r z$(!%B5%z@GPsD6vOESb>w;S>8jAtr zN!Icj{(ir~Fc7LM4*P|KRi}irq%ub1vlgwz+{2)`7U@>Y9`MTpN>rZnUf{9KH5*Kw zgX@nKLb(6z68_yhZ-j7NstwbTIc6~9h+1UasvcAeW6*?ls*TrK@@ElZhW@yb#zv(M z609@Eq0$an$A4+1|Fz}cW+>;PDY#%_7fZf{ zqIiN=2`{!lnP-{x!*Jfcern))B70mTs=jUtS` z*d4>Dal~`)s$n&`HdhfuT0T7Hg^o@Ox$&jgmknqPLOlDVh{q;aH$cz z&Lw$ShmPqla%G+5t$A#Eg4m=Jm+}Rl+@7}fA}o|^g!E6v>9H7q^vE~39tp$>pC5ZA zOYC(lar!UyhGO3Z@gehwPP;37Ee7=7$yZ`$595uJFK1OT$k0I8G z*IxW9#_{L-oj?+NO>kK9^&3_x86}DyOoI=o;s_hNWC+Zo@OK#5%^=k$Tu5cEak@X@ zV~lmI);Q-fmo-kj$=7&#E8!XbI#VB3u<(s-daptKM6mo-jDC8htO`CP>WA-QRbOuA z9?~7Mnygd^Y(Fnup74H1`zxFxN7w#__r0ub+92q0dY@SyKmR!J)$EXVO(2jSU@+$Dx#YNw4+#ZGpaa z(J(TUj3Pz%saE|Dua!vAAc`Xaqi0ATcqlHHp>lA6qAypNa|jfD2^yuvze&>k1xWKk z_HCg+(KqLT@mGt$c!F5_oNsk}Xz=-PU;Wk${NX&ne!v;npcFO5uS7nDP3m<~zl-1+ zblBwIpwq~SYGP&IFJ#Q}aEDE9bQFWh(UX6bHM98WNll)xPOZ5@M0zK%Zb?l36bpuV7A|=;x{U|LX3gM_QP36!W@mdF(tj^82H*;vHh8yldL_}5`@+$lW6dZNW z)!;A(0V`ChvjYaGbiHb2Kb{!HYY;OsSEF)bRQI#j?S*Orjv};d%wuJPsIpF=p3l&z z*_h&85c3ci?Eu0|2_RNr$lqUU^*W71BIHUR;{ANhd$|8idpg5CxTYzsSJ6}Rt|AIL zeG(d{nWuEzBo0N-QR9eZ7^%kjmYdr>2smQr`5Ljk$;GhIv7lt67W)V*z?<>A2YkQj z`IXt~5NB~Ifq5U)j>5eni)1{|Jzpe4Ef%gNmx_qNRvmFks@KOF0eHB-`T^Dac$wmp z*lkkK`@!5wLaI~T@3ukmtMp9#j29X+bz=Z zW*Ex!kJr0LgM&1+0$Yx zwbIy&5j#tjS<;Ns6x00+OH2$SE=wQbRX}y`I(B?YPDPDz4OIj0D?#}Lg-7DycHcgIDuH5D2ko0BFEB%L~AU zn2ER-TR`G4tbjnjz$Hv-&gMkg-BQ5?F!V>=@;uVqDP!8M z=1v;!37}3XiombT5re8PMdP+ldFZUW&LwQ&2Nyk>P-I$3!YP(tAmKu)5hXuVy!+La zM#q;^-S4+&S|DrO6uYej+-yJ;@3ipWRinn*9xPgl5O*!Qo@AegjFUFDbcD5v$tyq&FE1>)j*iOl(JYecs*ts+ zJ7$s#y47{1-KK# z`v<#zvjahI3^G#M$c`cn7)Hj1a^}VW_rNV1EgZKLpA?*)cJdAv^&YZ(E`f%B8&|+D zG_ossEr3h|aQZyxX~n*&X(w3tvD&$qW-h3eX^R)Hk(u_T1WisWcWs=li6^`QTG&bh zPk6<&Z&b%+Y2FF0PjhJ9q&=}zLg&Y8+$?PifQo3^0E0Md*&-UYn0C#jSto=UmRqaB zsi*X$lSVD7O*1v=fb!1@X-}oBA>3HwzSujY@eGaS?*&6l-q?+Zoki! zTOes5wZiykoCXx3)HI6lox}zUn#pqG@yT-W3R3z9+#2bv|KGdJ#@zZ-G5IfX+-0Vm zy(<6ax{v}7NN00H&9SDv`>Pbd;r{9aOta1p^Rf<=oc|tUo%EnkahmjP&SilVyI(5g z3(2&-!u)Yqh8ynRKG0dwxn;<^W26}j-R&6mAsxSzYq}ndEzbhusJAz_VQXX7hKYAL zMjP&zi_R&ATzU^XHD-|RNqI>}g~rb=M!Ll!I|k?dLYS0CV)Wtup#jVpNk!5>2||xk zl9BXL>fgiy%56cON`vUz@)Dg=MK3Hy^!xI;N^@=5GB#{sj#zb|4fkKa!q^J2(oi-l zF~_pOOFQ%O5@k5wScsRV&pieqnEAKd0h7*g!<~P-U1YPJXR96J@}o$z@%(e74Nsr< zbIoCp26RwDs)SAe(~e3EiBQig5vZj8d?AU@|GYc{$#qtf)2CF-qm<=O3a#Hq?i7a~ zkyF!q+?V8C7f-{wcww=1QM??^S}4@>t9dcJ5g2}bF$_Okz+ao+Tbu5y&Eu&Ji&dv49hz5YrTkou7e z;zNNB7X#iOFx&?V?}SQ4iMl_br+Qr<`w|DYYF(TT(YR@+L&g$HC=q2_K#0Fe-sqphf-GbeeKOM2J-=CT4=+BFHMo zA!tX69`?5$?&(g$3AUgyEZO3*VZ2B4GJ=Xg+h=;PH#Y%-6Ko)_Tj1!@oJHIun`7_=*B7t#Fmr>k+9g^u~f1UQWWWp%QLf z0W6`a(4f23a_6^PkYdUm;<Iai0OXI3B0 z%k)&ok-NSFS2}G7-@f%&`Ji9owU2z{NU(JCGG%Hk*6w6M=Vhwkzq2>zH@b2xVGOx8 z)9d!wmr7#Tq-&l6zWN!kZA|D|OlVrd&qIi-=iG%GHqS+^t5ChG{t12)_aNauJi3B& zuD_8Z`4Z1^*3118Z!uxppt}CX?sA0)accnd{&IohN14#H58rzZyuuTA-_3CH&Yp* z&(fS+(J?fqo#Vu5RFh=&(#YVY-0Xi(|08hs5F{h z+gut{?+dPM^WNNZqrIu>XWMT?sS{cA>~*q_{(3$+$$0Xo=8-F`c|_K3S_Ubeu3Giq zxf+*sEZ#}$Ro|shBMRrK<((w>)rEcb4K#XpDnw-odx_q62GCo7Hg&)t|A>P8v?w1) z0>{15(A@3}4HdA{#5SP$w1VbjnVG^^kOT7Bw6~*GU9`;VCXfB;V8>q=+(skNJM&80 zm!)?ef2FPHTwiH>JS{&-1pY&#{WYmWIA3VX2iFExSm#Slq6&9ShJ|E1Uw%sk+2ZJ2 z{~%0TNlcNh^pVJ;szQV?M~3?+?%_d(d&TiM`u`wcu`kH>{tU>A6l9w$bEBriv&}YU z%7EqmIwVKd=9cR-0IRyKi;dxCgxL`D3A=v!_L>LvsAPl@ZP{!_pz*{=Q#>Hv4hqxFPW};^YL@Ja-BS26Yj88;Ed!#m6n%9%rA{mV$Xu_j+e6V8B! zPi95!WWiA@I)>H(C(~5Vsvaj7L6A*jkhA899!tRuJJkifs;pk%na0prt{AGH$=T;P z=oUSAecO3jboBpY&(z*+-m^*`H}=Q9D@)!rCGUnx`{1~DL&>|fHiME6!sWGAqqTr9rY;)25XsMbHem+UZg;7(ZR5rT zq)_)}O0%uSjT+vGYfukyX=4@fmDr9_oei1a94##qbRhp;QS{_RO<}Zfg%i9J;OPZt zBki}s{b;7%;=H6 zie!0&&k3R}w6O6_T3eia8DuP33?RJE=d(`@@?MZf04RHG9cyjaOYY^yD}DpTW}9=kCVSkw=2IW;Qn3%ziXrhYk(a*% zjm3Mdu}IcGe0_3SR0L2@E9=N{`a_RPD;cFqJ)x{e8LrZ5YYq_y+$$@}et0O(>wDsz zQ4R`!3iZXSJH z8g28CA);#!X^40MrgCe(JcC*{W%x?~nyf>FXa|1*#ew!$8a-c@e*vt#Rw94OV$kQt z8CbfS6LlsEM(OFtfh8|9ANMZ6&Fp(+#TyME;x-QlMUl;4kOE# zWc>v(Y>=Cx>J~@~ z(9^d#-(X6XlWYgVyXo2Hyab0D$z9X$y5o`AOcO5Xd3JZ zrZI{Brb;voJlRyDX<)9KN(8IH=9c|4Gg)tMAJa)3rd*ACV;i2 zG#SJE9VEwt#moM|CHU}~U9kk%-OjYU>7VFo+*eszs&H->9eA<>wpvL{WGv8KD2CLS z<5j_y4nbBnCumTJ&I%5YRH15AJ4eAgag67UXkjA8?Tm;@ZS%D@mN5op(r<(c>nRo# z`GAm&Sa@a8QV36)ps4Z$$IkQPM%d;}O~#KRgq|uE7aD=Rp1Mnl90>4o7bUbH8*nfd zmd~UZ^jne;gvHA%hx|?rRn#u8p#s_!R9UMH9F@FloAVHv=%|BIb|kg6Jn<@RS-}l+ zt6{!vs@y%_ZlTT}`jlbkadHPjK-G_H``uoNmTFIUA}VM+g(Ny>)vs*@EPx5JAGcha!iADEo!1c6F_j% z<=lebd}c&2Hq+byu)0vRl_eZlGiX?y`x(E{Ixt2`3baKK zU7n0+if#qRtI&=pZil*SwK-N79%UgVU&v~Es{W~(jS(rJA)_)-<(+X8A*nAJGy$KW z7p5VriP4;iR}EDxk&k*j6WlnFW$HU>m9wgsm=10kM&aR_DBR69Zxzi^iiu0!=;f+g zVp?e)vD4?B#6!dvx;IAl5}%0xkqUK!m~a=s!2sgV!Fq-lf_fVf2G)c=sU882P-Je# zpRG_4F?@v@{AliXIuJiK14xY9n(0=+(R@&add(hCG#N;xB{MLjO60J)fnngRC()n) zBQvWFYl=?vY5D@~T4rRSo1m5J6L?o03p`YaOU0nXD10#DRY4ZbdAnKp$V9s6eh?+Y z`$54*qD-I*TEw)M0LO)86kGX~8OWb8+^XSYMT1^QpcRsYRq_+dh^$-QkD3s^WlPVW zpND5(k7-ZZCiJLenZr-v4x5@nb+5R>u%GL_~EAxebPr4YQc-NrH-)$}Bx z+4P~1I;6p+pjxDLA~gzOxJXSF3a8d(n;x!q=v>nqZDWtLh#fAJ z=onW*0xa-PrPpmySQf-T?(CSYqKIY_S9#!=NShy!(N#D?Sv7XO$I%?cf)^MJ6Qp0c zA}e2UZ5eW?+@U=ro@yC+LklI|#X=_4;~l_)p6OuCLB>JNEfOd&rfB0i!vvq|6m!-k zMYUDiX~}7$RB3It26^X=5~&u6N>~c~*%%Q@NYl6lujj_*?_u7=awy@@oP!Aha__G( zKd-{K#(}9%6}W^0B=*jd{DpRHw1A4>rWV`>Uo@^Kp|Wz~JH>ihmMEE|7c^axgIiQO zz!=RCi`~P$y@8VzIq91hYR+t7ir-6 zD)r06(`D4A4)Gm8#j0IYh7rtAVng~m?#3Cxp(0SM4KWadI!$)c*+F|xl+~sesIbUk zQU<=$R-L-o6>%vr-h@AdSrqhx?O05wh~^gRK{M+f+FSIRxCA_7r_Ztc>?$KVqfOHzp|1VEpD10+e|e0Id|KB+9UT>-b3kgFl6Q z*;@Ck-rCB$;DRi$xmWFD;b3OC^}B(PikkMS63RpplfC z^JjVsp(RLk5Pm4y^-)!3Su)<3W(05YK&*)qb{SXDUzc9+_suRY)zH~Z7hct0WnSqV zc^%W|pB}CEo9S9*tB1Q>A&y|~$^AyaG>&1$c(-b{OLYa@shVy~zKji-P#AkND>rIX z-nqC?H7F7HsR@+c=UU6-C|tV>xlIj7wN##zzD6sTDYYx;E=3mwU8U$jD3M%l(n+`& z3%W>2bro=rPL>M0MhD;)&EXO?8Cv)T6WyUv?k(sF-KBI6Ze&_PH)xs*bj97D*w!Sv zK1py7*zK9=^3*beRvpRNs2jo1yesME44S+v;^HK8E8D%Pal&nK2e;;mx->K0nHq2q z6Ru1Yq-R&YuoFkQnHTIaxG7)(} zcVz+O1?(}s%VkEt^!Q2d#z5SZZZ66U+-rd2-IIhEY)uC4ngs14Zb>`RCAcG3n1Ta! zL#DVO2kCyyay)o7_^zx?R$k> zgi*u3OQPJ;J*c5{a1Ca=1&PLka|vo7$sLH>N|IcGgLDHD7Gu0FHZDL7ui^fSb^U1v zU98*B(dDOmOK|tyY~kv&aPv*T%^P&_WxMwxIEi)bS>+XexS)gY1Kh!9f9c5|I}Ir6 z7ttspTr)NjyqA&Y6viX!bJ(}HCx#6h$I@Pux}IW;o6jKqz3 zqeE=}$%%T4@HFcvTPox5l^AwePe+u^1v$R_sR#X6r$GhF&`4=4V+1eXxB}=#p586F zyG7+?xJsz-GGZt2LxuWM%|IiL{n&djN0)>u8SwmAkm6^I6v>h16k9Gz&Ty)w2Z{#+ z{)yIqXEA^X`2YVbJ{5Pk{2%sdJ#dH1i`0%gHu8DkPI@hW;cS5G$Zo+uKMl$O!x#%; zNCcc71CLyUvG4SX-0Z@5p<|)bz#1FT9)dieHP*2+eF=d0rH9<%G^7v$G>)YZC?5_A zKq{>GI2vU;T~KD`LlB8>VkEK>51g7V;(-Pjw-`W(hf#}9Q^dpln$ZoXpvC!FbUR>w zdZt%k`0UJ1THKcp==>mO02~q?XQhEB7jgPWno(cs!l)r}@(W<47cu?_ij(2^^E7Q3~&f8p&V~Q3c*Mp2)R-%Pd)Y(2Zav6(LVq2cj3eDLPy_) z555Z@d%GWcTWO-{cNF3AL2`IO{w~Pf#dx~_XBXt_0$g2?rwej)PJRv37iPAucO)!9y8;PGG5Ls=^Tuwh3XGogsQpCp*zjL&xF3!Hizp6mu(JdmCslV zAhtQ5w)iwQPPe1sNx!cRLL!L_UpUC-VExKhhMzdBzciK~wiNE~qvI&nQUy03)rH;Ne{0 zB6x^*8WsZx!Be&PG+FRWp9F=Lk}R`wsWQQ!&lO0Nu}PEBQiDaKGMSJS?lpZ(8p>7* zVJnQTY-GiuDkNY}jWCiFvN3P;Qv8(5QVa>&5*EwH*$M~>+T#%*-jJj7A9}#gISnYp zERA9*X20=s#RQP)KR*-JO!PGuCNdSsI9T>8jAgA92i$ z|NWNL(pE63Fe9ZqSQ z<0)t#c70@6!sj{-DMU1lV=1EVSv{14{9Gl_Xo_!gLBA>7=qCD&jNDejjdO;Ja3g+t zw8a2IxSeS6X|iyeo`k8VJuNEfES!Bz+o}QQ9xL}{fy`roHTb;an5<(hk0|HZ&WL`h z4Q2<9*Wy@R0h~rK8iUV}cz;4NQ%d2U_K9BTvn~rgWP8)?>}9sTg0^?cmFIUj4JX7p zjbSI&r`Lh2jxvp0ggA1i?fsfV2t3Fl#n33{N>1#og05LBN%Q?nTo}<*a9hCiFJeq@ zrQrDba8Yoys&2CwKq$Cri%(M&+;1m~VY5O+0TxQG53vH(AzW%hWJvP#$`FK*&cN$J zM5{u?sDe!Y)SGN*x&jm(I6dvDS%8)+LCG*3W2k7U(6I=!6gqvP1=|N*1Y1a;Bg0vZpMYh_LQ z!If!Gtd2Cm+DLYL^pXR9R{*;M$87>;2aVT|YCku2uWqua)bJKxY9VmkEAl&Kufj6@ z8C!eSivCom;e?{6F)S7R`jyo%1FK(ln0N>}_b5i#O+mOw!Z2^2bn9ge-0X_ zU5IVe$>6KQMfK5|`iX@;6RPh&Ej~?Fef_Vb-Kr6k#e*qqhxmhmmbD8PwbNT9R?^N& zLG}MO84H8Q!C)~EoPXTxLu%yon7K;D5&KT7id`;?CbTEK4s3lBTQ}CKqT)21P!%+W zovP^n;o7Gy&ivN+EHrnuUC3>UO$vVcP3 z`6jUVgN$#3;yE?`?RT996atz?u@umse1wn~Qu>iF72>ql9rGw`u<*}a%M`%;Nf!<< zW%dnd{Bg!_Rx+Ejri;ubhJKU9077QJ(c;q-nfftz2RC#xIkTAEp4cR zu$?9RCX0!Hy2h8NzYwiw(m0z3QEt6;Iw1zb#c82 z`AOqg%FjbbmQoOVM-T!{+0$ImYznEJAnPe;Y`NFx9N;3Ph;P1QA$f$5`i8})DMIS) zNlT?_UP4Gb<6J*H_X0O>&ttX2?ZniZEvAxVBDtrb<&>U;t)QybG6fYr(d>MM3p(H28d3-<8pl#lv0N@krW+`&AgYci44S$#E~qwz)h!@xnUU7YqT*cO zBCLpaF0~jy2&;=NK1~)@)9-|tnRto7Ag&P5OIBVW5KN6?*9YiQ{J2%KOjZA_@3Sj* zv#5s7`r-f$E3O8JxlNSh;h-)J(BR?904tF_jh#ahL5q`9!^4RgA*Du+Ga;k34Z0Mx zWpM+9hRTwN8p=2l4vv5tFiF0UvN|QS^rVK0JlBHjwJw4yq?TqOS{`8XBB+*9y$^47 z8c--D8YN9BjT%MZD=W^I60L_}Bu%IfxZusyFwX;(-p8qwdAY)aIWJwwyVx{G+buOK znbrTbT(ihGhg>rVE!)S%!7G_8{-x%N&${qMXaSeO8h_4NBT&ITqgG+{guTl!y)wSi zApV^bh+@eTTxm<*Sn>0Rk#v~%;TldO@VhPuG}k^6_*;y?R@Now1sCg*26)(F0AXEz z%HmUDUH%dKGeCo*k5y)$3X6*sOr-{=Our1_M(RqLBDFH8Q@G9Wie-Q=NSu z7MSgwBO$>-n*RxCA5QB`$^9938cqlS8pBcu>>NC{B^p_4ndm6qIu_{wuhkdiM3d1gN+@lic12 z<>3Zu`lrDwZ)nE^> zmCB<{o7iu+dfla7x4aZ{VVl!+Z5fxfWna~neNmg04LQ9hi7bO6N=}kQ2ofQOMqz{) z4y4e%#N3*fMFvYEg!I_Sfn^|tZ|JF(n|&9#8PZ=ZEb&(`apkac{Z*#{g$AQh(lnU4 zbA51?^OhvZs)tiE$-7->W-8ZtaLBtjhh*-WcO*zZ`{iaOllo7O9mjE$(4yO5^eO2Z zc&2grunR6j3vM6K`6-Uhz)o}huHcn{;-?<;|2PdQ79EY0w&;w#P1{KSTMzUO9 z+Y6yp;;djV8pjv9OxIk5O(1wPL$K8%Eghau|S_~i-;iD}+4J^WBSkm@dBpSFD zOm1)NwYW)@{%LTpMbo~=LZFCg-)-?}@?NX|jNlE;S@$zXY;C(Uv;L*#FzJIN3=xtf z8;lO+ng~489Da`rhliAO7sR-mF;@MBxFlxm?qv!WTvuJs9KLn=yI*pflZ4o{nV!_^ zT_$BN+cswOT8pJ3bSIy@3;z|7;;Y?R>C)Zcl^P0% z_2&FWw{(;7oImmw*{$Vc%l+%}cTx(0v|L?(V|Td%`c)|mL{Gi{(8g-Jwz1P~wJQt$ z#$Ly7Z(KUiYBW0C%Eq?8)aq@Gwjn`he`(T4V+n7DQr9<21TC@B%aIb~b zvD|2h&gkqLdo$Jhf;1bgJ|G|TH%4(A?qsyHRNLp5S&c*K#u=Zt=2j@KCO_q!9XpS`=3pD_tz=!hWmlOG_p_c2N!V2Ap2^? zT(pGiF96r4pix>psHDqZ;M)zB-##3mVSR|;BJQkz5WYh>GcHu>ABjAw{y6vvHkK#u z>9l(7S%0qx8$|z`(P?KUIK}#(qO-^>{~cdXWE44;trr~?@?bf0e<&HBt#5aslFeb+AG!f;OjJ5 zbcB@ZIT?(btWkeEYeMlFRZ}IRQU4cu9JEILGlEiRRL%uVJKTrIB$2Z;>Umd?ltqCi zNLg8`kyn8s#n|w>e$(%Cc|y5gK+b+oGYq{mYa9M^g?YCIh7^B)@XPf<9GUHS3b zPY;dKbciGpZ9mUq-x@GJHq29E78>9a{5xpV0svt5pXzjWu< zrFZ_X0rQ*0`aff)qI0zo?w=qQjT}P#)&ota4pcuDn}Wbt{nIcWG^EPL89a}a{k)Rf+-gn4|@(vA=)wnC5aE5*Lk6TTyL!qs?wTeKwGi_$xfC!6S8 zlkIpCXOd?8hlc-^sY5suj1TTYu5AS8!eBsWfK~zH~U# znE$^+p74aIKUt`F=s>kLTlHouO>YMI+#P?8;w(iWY+aI8*Bw>9og*@~UgcjBILfw1 z2*I$2*Qx=+IO1ZNJlNbZgB8Z>fP^(UOO~;^SJgvjk@F=dfvL;g`4A>U1Ft zI(~=zzK{y6BS;1jfPJUmZk2{&tPt=G%IC7LF%jc(BK~a$kbuTG#_u)eNYc!;D+ii1 zB17IxqlK+Av4bhdIu-1j0XOSad7=d*WC3`iZ673FoqoB|P-zYr^c zBw7>RYBUc!fg}RP2o88J2-~qJHsUddLg>P=nE6NpGU5UVJ7W;UUJt}Pg&`*0`yv7o zI1ZDINW#1bjt~P7=8s_m1lVNycyM!6usaBKEIP5=atrjZFgLr*Bghklxb8Tw052@O z2O+p?gAm#wfgL9X^oCvR3iSic@>jXAd`KKT7EHN=Gi5*=WJZYYavD@DcpAxW!B77X zJNBb%AZ&*TBj%C422kbvr<(e>bc2aC+_Ew5u^$jfbma!@5d1X72%eUPw1hb-4Hswp zxjEQoDW>eIm4;fr&AEsgQ>C8>;Z|Y7%}S+nIq0I&NqQc`1_-G1{=><(_u%brF#G^( zuxHxav3^NApXEzj2pLjTWQ)I$qdK6dQc}xblu^BRL%i-EVg zkkb?cr-OCg%vi@t3~(-U5d*}VTnwbQ5~0RFW&0f~SorQUz1QF_gJAil#Q*{p>9Udz zy7Zw$Y?btUVx1_bc(7qoY}Ma^3~?vVU!~^>C(q&tHg8&6`+bVxp2LwdOVJZp@W<8* zP#%xb;qnhvtN!nlh2l*@$0y24ks%IG+Xb;e!Gx>F{shmjKNZy^iJXdl7czLzr=s@~ zl;TvBvj95-`@RtO@qu_rVV>kI6~=|^0LF#ltRPP&85h3^h~kWk-=gO$V_ZC&G=-?M zH7N6l}u^VF@Z3uwD zYa9liX%YQL;554g2h&3OsA{#ANuzC~5ld7H4Xbr;AhV0P6tsGbzDvvm`&)%ihfusP zpix?AjU*U_;{7H2)-dr-l>EfCw}v|O0=Zo3OU*Uk&jatbi@^I>efcQzPAi8*z_W%s z;e+9R^o5?s39m}!{&)lBI5cv@dr%p~8Fpl#=tWikEa7+12FeKFwl`3ok}=C8WT3n+|y(b;!R8Mj6887u>D zvDfWY8VHC$5CjD+z*&mm2zuT0d+k3vkgQwAi4or z(-nkqQ0!K;>YfVOT5=v1=N^Ry)=PL7FlMK~2(OgC@DaAS7+!A{jnkI1VdzORpcA!1 zgKIm<(5qvhI76>V&l3zi0cer@g?U;UD)gl+NJueC6x!09^#^4E?kVVCN`o=kEd2CZ z^3J4BG0Rr$CfJH;y^2H*6&_}qj;dY9C9i{po2jNT{3Lw=*&pf^e2?`CmKF^;>F!po z`j0d=(01w5DZ~kB(DGE&m4Xp_)d%;~V?g#2@! zX?>MVE87$N!}QMMy_}+R?FmlJ33=43)2t6?KQJFWXi~&&7xcQx{+6~DT3FU!OGp{? z*5X{C!G3FTHoi`i4o7Hfu{no|O?HW%nKjAy{f4GgWWVuzP;Susjco*_*l%#oV0Q5f z#mdRrZ(MRULYgYxLT$f~h-VeSo6Rz*3p7Eok*?h>~sm z53eN~-<(jEMSmzk+~__=)t@Lw-|3dymF5Dw|IM%n%ZBBFtP8pw&V1WJk^-XX%BU=a zyoM%nNBwT}H2pC__K-$=__1DWFS1^2($XW7{rRd@e{EA$8|b&J42dFk`{R?w37g0n z9}f4EKhWfTy&{x@&HoxSN|T?G6UcVCpM7iC{AcO;MHxCgM~jb#`{^I)xxP2gTz|XB zT+h~Xja#1K*;;)*+|T+<&-hRC%=nYeGY%@mI4hPcQ!NwfuOzqzZJGWHI<>b<|0!dZ zN60dbEA12#*@=GduVzgt-VW7tiP)h%^f+ic^k)R6utPZ?FuUv^9w#O&8@X1`xdv6| zkd8;S;&5E0vy_)A?Fvew`RxwnOClX{pUBihQX_f6hoBExIy1c8EMd{pEtG}2LcQx1 zdD?4SZPx>Y7+!jXVdvRyf#MQqo(Ag6~@ zTnFXBe(u0**)W93w(Xy;P1`m)!7N*MU#6`a?sIfzW)?Z&4TOZ^n1YoV!ul2G7Txmx zN_+drZqy_q=BRYajasM6qei3F?b+!J#Pux{XvSxHxn60#T&2xJ*6%Y^tNtU4?%Eo@ zI4{u{4a{mrr$u`b-)Oh>$$@Vq8ADGs)%Ga-I~cXMqLEF|X)V3;cvqw7+|t!}Aaw|5 zS0f)hDEZ@zG&0wBaV+Stms2AvF-o1lCyF}3rA0M4}GL+7PUL?lLN!(+j?)RZ#{JkvA#lhm0d(B%`BbooMh z=katAool*eglhj|>LAXv;lsPoCi`332x;|D-$@V;dLwk~Yh5-%KVuYJb>YcV&UQqy zgZ?L3Q;gpjX*xwVM%&Qipf^Tmf^2eQ#QB14jJ6YtBoz-eD>+?89(taG?TzA3DrW)# z!6JZ^AA(g#;RTyQWfi1!DB6t{C?!nD%};+R&6V$Uo+cVYCF`K48cmTRnqUujqW)B? zJ?^2%jW3^TQ<7D1S;A=q6{o5BLlPOi=1dLsY3B4XhNvwgtLYd=7Kd>}jkrtmBJMay z7mc`NX=H2?C3|6$sDx3lVbUgX7od#WB;HETlQxN*!bLWTw~^9Yx$vfE7u+01AxqvA zerzpm3gaf0wHdrPL5N5D5&=x8>otoK$I+eLa6Hwe&`Nr(*HqJbO_@8nx@y&bWDra5 z;7;ZNM*`!*aMX6c5hO8tbtSY~w+~R}mQm?^piV4Z|{^UIfVT0ni=cxs^5C27BBej`K+>^*d zCu)fW7iW^0^Qh%`Gv|1Eo@C~5K#Q0;J}EpSmY?7Jg)@HK0aodicMi%K{=9?VU`7SL4wpu=``l{mUA+gL7G9C-|5A7CfL_*b0$?VdA83`t@@8J8fwGH z>Dm{Kkop+mX3(m88#=XD-525OG;8VzsqRhgiy&EtUywD&cpa_@7180RqQ^n&@LdF@ z(BYghm=1p&9^2^fL)Qq$jUgxajcTL;aA5~D0Ft;+k`|}lsJ`3Ap;&Eph~2ryzCg+4 z7|q{7vEW7pE)=NyCd(R|ZM9kA7qZ1zYo+p!AOu=S%?otdTL`C93vMCIDqLGx2$D3g z5Y$Sxvk>mWKyi+cyXkq7g}?zVVj-|dPaQ2dD1)GAq^E``S^ux8m_TzvS?d1A1WBj+ z7!3uz!8JKwYa`@S=3XO7OGI++i@HHroTlzf>izIzy@K8-7D4t3GS&RDYPGh)H%-hi zQfaOJGzYv#oFPVHImpy0&vC?Sk3+%-fs}O7Qq$&r3d;@-lXs(0nu?cXB!|g6*|&zn z9D@SkK_$JTv%Ikr|w%7DpKP@Ec@|>2Ed2U&#aVmz_ZlYK|nwk6vf> zcMx2IwjO_mPVKG7pJdGP2w9IwA(6&nPYj9tudFG>8;hDQ5o7Uw^f+i^@$s+I#v3ez)^R|Kn03#ky*^@9 zsp^jqU<1qIxv`+LCj?fqf%gY%$-xtuRhE_avIHwH)X}JxP-TQ9M-34DL=t-3TSW1v zpqA#(I$eLM49~6PiKuOOdJN-mB{|%WeWw@XUh4%Z%?ok{Jy*5rKLY5jO~u<*l5UJ5 zX8hx$&C$X}P0Y*Te(<5DVpq|_!Jb?~qcl+}2~PH8gMDk*lL=;TLA$u0XCAL8GLO@u zD=|!o#7~C%aj!I0-kxVRZz(jJs0@kBCg~H*Cgzo%%}4Xh<|9RB^EiShEd9dsN%;r` z7h-$RbNcH%bNVaiIR&kbq%DCKs`Y&Y*PyoqKSHPWTY`VhnB@`L5EXILcAXjp z)AgD)7#52<9L}qByaPVYgDagO`ata=jOamn&g>K_SLs#JqT-2*(^~UGQ5oWm;*3HO1~iq?mQgZEo5_{-HhKo;M3J>8gM+tRV$UoP*ilw z2?HdA1@en1aS0%o8N)}>5<-g>gdX_KZC~~rVnx0$d!lHZW=t6SGRef)mnk_Hl#ogL zvWqZK+`jA*dY-f|ygOS{p=@yz%i5rAPtXt1zD8-& zgbNs|xZ<*!lvc)~3!`m?K?oHtnx&RIS!l@L?RL7{&A!>$E7^IW~0w zV$vt0MxfuL&2A()f)6zjY6_hW+an*1Y_h@*q<0>l-y%A<&TqLVbr9$L7CwAX=*F3) zwDqenJR~2aO1`CVM$NbN+X>=9o3QUdr}if7Z)8AzgiP3^aK@O$ljz-kOV-rltyoQ; zh!y)x^f+iM_TvPl2!-JMz^vHo@i@_nHS=0_k_}7drbG?JGU9$-T)fQh>owfo6xxVS zheldU6a(29F>KeEbpKm&bd78MMCWwRpEixn?zPbQyqIP7`KxqwUq>ytN%fZsMLN85 z`f{@BSrsnA2}@Z))!&$458Ra9<@rDcf_9G&;Vx^IORYeUUce{Lq+#IWf@m7116($c zaD#J&N>^O?9?T!2E3#R)fCvh8H{C~#%imOu#K1+~L!3^yVVPg&UD;njT*^$t*BMKJ z5&6yDfP}Tc=AzdbqRX2*UEE+@Y0rTp_SbmHV{u=-9#>vdkBtO21l?{0+YP-LIEu}I zU{f>vSMxIb@z5Na;ghwJv4@Z%1bYajXo3xs_7ML8DC71J|CgR8?IHNeEV75Vkx7o) zodYYzd_{o+9SKX~K7nh8YRa`1ae;lZ+h9hI-`PF_5i$}zwm4BXkoKE?ptmwLI(87s#X8}Yvn*nV89w!(nI@%3yJdEb;j4CWS*u_sl zqqLpABm>!w9{bifHaI1I5*pr<)CZC&j3=5ao{}}~?>ye37o8gxJ>z;g zi*@{$p22OYgE(9CeE6UUOtR=XRkFV&i(W6J`Z)ygpe_2l(5byeed8 zz68#$qRJZr*_s_BfFW=Zk=NSYSy+T%z=W`bkPwof86h^WyKnbF7AS(sK^M2I*tnh13D_BBd&-rqo26oxP5*u-#NA4d#moPy7zVGg~8uArthoe zY<22iRi{oZyZ|w0`Er6oHn!mHlIDOI%|;BrBaIn7hL;+NVfcB_Vy7|un~_R};i&}> z4BrEvtuXvBlMTI-B#@^Xg#y5hJk3MGoISjp=(QS<(30R!Do!2B6}Q0o{%(6l`jSKV z!%PP0Qxik@yX9O&)cql$Zn++5@3YY#h3of_x~Z|8`?=6JDXP0&MHSqIHI7<~_u6IW z!Sdtw*rWH=Q&&tCO0(O4xOnN-<=*)N9<`A^Z}ot8&VaYBSl`*_tsC%OS{|wwD}CNe z2D}aRvfuE>i`D9K?<}6exW|M4uyIP45OsgMU#v8|O07E9UxAn^v_j1St6U{@@pTng zfuZqYLHWkYvL(xw_IVr5zhIL`Uriy+L(x^`TBSAyudpnAVd3Q7o}P=B0SBdKbE2_) z@#3*^v(y?Ifb@2YCB6OU)N8GY#ibEp?mcwo4~Az+S(N7ByHw%VzCWE;JXuAPTP%#h zs={FVjGWwX1I^uzH0p1-7&U)4oZ0nUu-xCuDdlbY*^5M)*Zfk~};c`Dc!>Y${Dfp$;| z^3)niREnzd`A~(5Ik8G`D$FFXd%*NK8*0gEMp4iy+(D5V?&lS&#mZ!(+~^UDH*Yx{?!%@b zK)Z6aNos(c{GIqg6grK3m(Y)$+EXkI;>LUFqA<*|{&0B|GWwtzaA%Tq(C~5hwF%Fd z4e)s}G;Pc#9C2l^zocZByGSgTeiQ z!S$5E`;d~<{HEboN#12HPwcX*q#(5E`9Zo&^qUqu*@RtBvK}v0ncS{m0vU z!RiZoHu{ZLrPpW*q&Hf0 ztX`ZbiQnU!0otObXITp%4!Gkx+#)ZovLli3biQ*}84C9)lL`TkT{Sf$|92xXRb_Vg zA&esHfW*k`une(^IE9l*`^wIq8H#0e@74F4GHk@GC0# zk^;!L><57%9rLpt@UfQuwcoSyt!l9xe)Zf=Nr;cQ&NV1)?>HCR)4083i22#AM?(;$ zeRod1Tj*R>Brf1JbE#S+hptc0#|+nS-e#m;SLD>|sYbnCsO<33-Qz;=66ISv73)xL zMXKds6VeK&3E*eb>q-_ca$!+*o6iQXb|K*}d4+Hh-49$(MG@vP&5=ZT3=|$y>q;Ig zS$RZAQp(5UQc0)F$dL1K@M_6)hQ_26{ywV|jsz*Z%2f*H2{O11EF$cd@Wp|~Kq7Ng}!0wIzI8>5B7 z=;T)8a=|4q4Gu`I$>`x5@BGvvxzdvWc0l$#00C4k0#m{jO%Z_K16AlE0Dpwv4H1AW zAZ`mkduHc!N8>^CG2kkXh5sH0|2-c5+q-qDJr~xNaR^> zRXcTkC{Jbw4Ouy20#Ays+eH|R$~bO(i*UAhSl}UAs_2BI{Y`qN-+>D4R*gJL4TA-r z618@pYzA5xMdAiKp67etwb!6C3t9ssK1+7)B>eEZ7U_>U0?0YG~9xjBaHLm%Av8PItFkXXnO< zy3^D6(nr)u<-{WDo&?v>>4>_mNF|G?qsBl&tbWP7koGxt^;XPzTqdvw>e2ZGu2{em z&<(yT8w;nS*}ZYi#kWQ2-D$qi>131A8&3eEcHS7p0a?CxclS&5IL^2RJ;o!nBIoVH zojGrZ({|G-`)OHD#b4{9IKB&UC006WEe1AS4gb`h(56ddW=_R#&cPtwR(U&RFm(24 zJoRR4Y2)v5zL||nPR9Y_ffE~PrbdX$&EkLL2X`!wy zxmC6xX10m6yoz)X+Hl?Sk-g=aaL?*mb9H%`21@OKFklkkG+L`vYCB-T=xy^S8$INp zk)7Wv9v@FB`B#$I1y5BuL>M8JSm-ch`W}RLvP-oQsJ;o-r`0iWczG6mIRuJ$tcYl< zg%76T`6z3YpbSzG?%_g9qm>%m3`H{VKdd3BLW)DoGdW=u2dL4jysJq~lGfalC$wv- z&>_5Jg7nDL=7!|wN(nf-X1mIQApRIBJb#jy1f8@pK&nAjh*~p&vj|6+jD~lszP7Rv zTInMVu3WPzLz5()9OLe!EE?M*`WD2xgW}*eE*$lHRE-D& zh=<3zIq7#;uXK-7j^-VNewa6~yeeE8h=9CV+a1Y_M zhtY1})+Dlkbj!R$|Nfe#PMvwZR29rT1{Jed4ry`f#YvA0JYvl-GWsWK;E-8(01-vl zy5olzgd7ruAeblhfM#fK5Tg`hHgz`n4KlaFZ;VBZp08CGa|~aH;04l59Wp4@N3bQ9 zY$-bO&iAWh;5k?`qIf9%5^3pN64VJT#mG4ecCBg?le`TjPD~3U=kZ7ZK3&KUa+Y}h zI~-O4k-75tn|k(u?LPPqIML@pLt2ERL6u=wy9`_{_pnCq%6+KB()^3?gwm^~cvNR^ z8ug^^UR3p<9rB*a5V7%`ajz-4aPpWsZ<*Xwf~QRJlKDI&Hm>uI`8^}HZ1jqoI_43x zdqb%ZJ5Olxf|edoxHFyiv+{g;ujlCT<}x?J9iI4G`ny$m{2jQt(@kzp-2*zz;Kn#z z#@{8Kn_TEr(K}u$*g%O)-QXy2A4j5*mkGx*g_2Zuv~~eJ4HZnB%f47%H>)YLRIBreEDmLP^^|_RDLeYA(VQNbP$@O z+iQKX0*NhBn6I&3oal_{pji9dtTew!L4MFhkP!pJ%K-1CtcDD14qbck{`sG>(>t6x zWoCvwS(@3BOacYtbFV0w`mzgCs!1LQV*COTqm@ZgiMyC2>ZwRN2%F>z6_qiO*{^GL zMz|NW$kk5%EyeSgi+Cc2hB5X(qzr@%Z8llV@DABuvddpPb;-;O`>`~$rP*W#c9x;0 zWNXiN0)*$w0pRWi+I2=cmr=v* zM*J;Be6)**BgXnH5W+&JuU*P1o7I=?8exF-?Sh`AXqUK%R<&M~Yd?{zmGx2;xL7ZC zptIi9;f0?Z^e&4&ogvO94RbSOe@RKLcac=Y2r-iSJZgk49`h2XE}6%~ek?ua$vK1v zhMTpzl=d#AR4T`^|#9r?r zv4|BO4m@2;gci71;oF?LWLAj%SX$vJxkLzdn7sih*MD+hQnkb*K&ZD6p;}oYmA{K6 zqSkblxFun$Dc3fW&N82+>x`SJ{zoa>`(0!ku~`hP{W1}6*k%)sFTd^79kW;L!_rxh`z02D=DEd<+q> zmBCVNxEL(zP-n11Xhz!Y@s4ec>#Xeybw5c7uX2%a#Ey>w8JtdpY;DIIoVsIn zjD1+z@tV#`8SJ@(ElQ~uUBsZ;_0b^mmlKg&*)`RUi(R8mb$0D%JCBig&FU;hYufRi zg=uSkl0tr!i;yFx?SU9xLF61Z?bP#lPFi|FN$4A#2xWr;sk0mui?e6}Oy9YlWa(xX zmQ({j1_b{OB6uqUr#f;maMY~Mz?bWe0qu?ebymBN(j2#m&^IZo&$`GeVyDjmZtf=H z3fpPQ{_4Lub;&Fa`?0jR=Q#)t49&K2w)|uFW(H6O##ea~3`@b%Nix}H;fwkWe**O{8+?&B}Y(94tF75HMHYEScgL8qzgtEF3heoQn|Vq8frslX#MeU0>@B-`Jx4GQOXx7nv-2b z6EUUZf%s)aI!>mv+Nn!sO4yI3DLvaPDK3hnB2qRNxe%(F4GLx>5sa08qB3+b8|;9Z zO>!+3fK05AX~AG<^i;4g z4+ZOg7ZP;POp^W}-f$mWw?<@$YSw6ysN%>-8H0i$HRR;-9$sp>H^PIbtF3W}U!?Jz z5D5uQkW&bn;E4ohLU#7zB(Dl#pzv1%0wI;maU@8R|IG@}V>OJK#E4{wM5R}%7zKk6 zUJEx|FUPc0@NN$OiVxzD`nri_i7UH&Y`9mHBjznGBPQZa`oNBEB!k8-zewb+)5#HS zS!zlry1A?=E)ns!Wc1@X7=1o4`Vq=#Xy<5ev@+f&{X=&6Ij0Vp)5KmZo#yc_@`5SY zy1ZoJYc4FP?(_v9um_32tlTM;t&7`0joeB)2)m4ck2LKtp7tTUf4F;Y8qv>E!cV$L zSTp>7N@WnT%20kwc9kpiO?Lk$r|y}JVxN{ax~}sQ2TSg7t5O{Myqiu$&VeHRV2<;k zvL))IT63{?bhXsplWVal`-8+Rti~R7;K{9q;RDhlr|jgKj2?akmJ2qy5=-d8?>~dB zi7WEqil&4fXM-wq2|dok@6(geW3=v%*S7nEjn)uLa>o-~Owa_IoyzWUagJxc(r7fM z`e@(3yS$l|&LYW)k?@e2E@??xt2|p{>2976rVTgnlMRAT4(SD@gDP4(D4uHq)0u1) zwVrl*l+OsyVmc_9Qt)tz+!vBaP($H#I{U^|(5QX(jVqvZ(#)}ovTvMlK`iU;K&nw2 zQ*m6L#-u(KhqT>TDvp;zi=9rz@iwHArQ)ELK~gxp3_i0J>M!8>86V`a$65LScKUF0 zkLNiZt=GmOp>bu@qyK{CVnw9f;10m8l5_?iWkm5wHF3Hp==|@n27OQV!-Av4Y5|*z zxd31;76Zm^F8&g9q??QH!|#Tw`#L*nCXaWk~ z5X8+UiKeH5yJiDf-_p|dx2vJ;MNu;>1V=)j?Ex|^_lt|3{ctiYUV!T_mK*(b@(f)6 zcx|Lr@uz&AA&k`=5H$zYnuAaia)W_cH9c0d$a9LJo%WO#miDE)yrn)+?HYKXe4ns+ z7D@;55ACBEc%U~cYW2n-OYF_sW~+s?V$ueG43e_mWG-P`{SQSALhyw^aJD3BBkiLp z)u+)nSO)wkS5xhyXo-FU+Y!7YNozOr;GHNP0~3?WAy0aPT(HNhv_^7ZY=S&Q=FRqD zaQ$a{dBpe5U451(`4jKk8Gn}=`m2yPwcNzvj$UFH@~)UiX0y1ay`0+g${`RqM0c`N zSV&h;pvmO78mXHt1%+(5TUbsI-$_%zd7rNyvLo)8VgJ4-Z@Oba*$3K|F`D z!KV-Yr&RfK-eWr`IVPF{$sZ+Zwc%l?dU-KREwC8UJ=7OZ?10=8@Z8Vhx<65CP$>=8 zVYVwa{KaclZ{As<-xf!06cjmzhE_r}r0d7ytt`Y%iD!uj!C+Ibj*sNjX$6s9;_ zN2FkO%e*YETXcF3?ua4M;O^L`k`M#~tqa=oE^gFX^ z7H^PF-OSa*-O5yZcHJK>k4yzCfehoaqn$>he%T=f9mRXW5zwMx*>RY`Gff5m2NY78 z6Z{~v zX?%`##}RGFX4=oOY&`g@VrjvB*e1=(dW4ZGg@y+rG=v91A(#)xmIS)D=S@uZQ-toT z;|Lc4e?ieM4DN-t5*N{Pz+3=@O$CoYh4y^%*Er--nF=0;s?t{5Y$?#*2a5PRCo1LP za&zi>Qea21UY)u=SO|0lpN3k&k@zn(z+e&5n!q)ZdKZ$qsOzRzVt!~3(PdLa)MO3$ z1e9ZI$b0ag+QlknxNs zpNgj&2_FYP^WwGoyg3KI9enZnIW9)c&#&2_g1xKYD5#%y?|auhIL!w1t|LHtj}u%3 zO(tq4Wqkg436XN*^u_}ssY1*v7lbkFI9O5RLW>UAQSf1;r~()|{NnYdh@f`)i`N%N z2r{cdzIeSAg#?mjFJ2>0HrR}5WM5D@6?3v4*^Ae#*1XU(qbMl*gVk*OWN$#)|8{FB zg4|U5$NWY22%wsp8E^n#Jk7z)w>=;fPy`e9%RHHbjix_ALi~8rMDJqUxyMk%tt4O& z(?f28LXc$?@>Sv%e$i`&k}uK(lRHZAaySVggw(DhwH;m=9>J`XN8nSv)*7Qf;S(96 z)xwBBT7=gIy%pY)fh9{$>ZMsq`@JgWNQIai%quxmt5tL))%_t@Kk{sn@Q!!GgJ8%5CGC1{_w8Gk$_zX(ZWM+KRzwH4mR0v7dp z2fS#<*bP%8X&GYXAphxLZFCUC)5Hzp2{;2GsaQekB!!AqxREz!<}}c4H;}i5L#oE`?<_t%Ma53zCWkQzMGnCC{QsmeD-#y4q0d- z_5w%LIHPG%Wsv$f-s|N#Y>I>L^hn^UlH-8j^|TqQeXS+Mou$`6Z6smiAsX8FDn$F6 zG`O!j>3n2MWeGWAw8)vw%p$;Py<%@_Yt%ebmy2~)a4vw(sfDNNV zEsC0l(H6}4ZnyrJZU8sU@J#`4;UU>Wp<5~%_@j-OrdLSQDk32ut#~3n>!6r0xa-jT zB1heX%czU^FkGHhh_Q!n*v5Pn!`iX$l8h^z$Y4GU`?mC9-+cO+0ax$Sku_-;H@Fyv zIxAo%yf!gTt672CvCFK0)?c>hfXxcNMbXf#V5UX;^fTMp#5BI2x4>}>Q_`iXxvTgV zII{gtiw+puZ?h=MXrVhjuC%uW7%0%x^-T_K|Y2Iw*J9$b&JB z!3o%NgB#Jx9jI80tRZxcJw64InVTXJB|LW76gN0vK~N-mQwpQ~iEavkv}1(?BPLvI zI@cg#o7M~U;*P<_*u-v1c@}3_nD|$T0A%S**i|nQGeyIkr#BF?gqp(UH$f zV@@9(DK!*}j{G?&FH>|RjiUQGNGv!DsbZI~s0EM+wO=y30BcCRgmv#Z1H2 zF^@$K-Q+PFou2R_2A!Tfn4a)GJjfE_!%9w_sSmh+YgZPZy4C5vPjR;o~22-Y+VKwMT zcWteK-(%O-2yozpg1gF$qSld_6pnVwH14$QH*$fdRhd9jsDCp?dUy9>qzL8tAW^8X z0`(<>#6L7(ELSE<#Ua4Fc)A~lLfS3!$;QQB{iDu&Xi!U;M>|Dj z4FQTW)s^FB_6J-c$koUdg&?z7W%Z)&mIDB{Zm#j*c%Nc9`F3s*03U=CjQ4rvCWd#_ zs(>aTroL8h0+jShwH-aR(I$XaEQpKj#hwosw&~S|hg)@chZ*CTAd$>aaj0AY|BfpfOq|2(+is z8XpIwdpTycqjWSFFfG^NVupWN%dZYk!ra$@XfW1?z^*;xAw6o;15b&m?2}(9pkXyR2l5Gr*^wF2sMV`w(Pds}Z2gCb^^~iy6 z^s^ilXIYO5jzACuuN1Y~yMa<90DggkaASD*z-Z+trZf~-(2oBg6>y0Vr2{bD0+nom z@n%w10ml17=5`q9U|nQI73D(v^MZEtv*e(eg@cJa9LyIZAWD4nmj!L*izK<7h2-m; zNe;Vw6P%ZWDcFQ`bsElp6dJXM^B+#(a)#i%DP;#aLXqCm4COzR#)lrtOJ&5M{Ati) zUMPPrQpKP=RW^b0r^9C>lvg4c*K;I~5`cYIn5wa>02A_H|U7VPxOyZ^>0JZ+tJPq@` zFv+!r+Tw@J+~xzsP~`@649d2ZD<49u&3OyN3oO!rPY#m57mwNFF3> zew4sM^W%bc_@k8Te+daWAi2k&k}Z<^p=DV-hL!3Het>j!8dS{rkPE2T3rZ((IYXeL z*LvicVZ|P4tmt8d)JF_f+za~23oDLBsu--G`X;dAepEeuQY$f5Zqb<-?uG}DuwR1* zkaWbr^p6LR+^eLNk|SXmP=np3dl){|-bZYd(7c#cPO=xM#y3_ti!jv+L${l1*FZ2<4#)UOVS#@tluuP3bLJ{Sth}{`fzDU!#F$>8z9+LQTx4_`%}1_AsE%~fSVV z^iWFbBnG8k1})}=Qja553`$X*6IikpJ{zHwnwR+%=RiQ4oY?sR7@cAIJV>JtDZOe? zqA^@AL+n-Pbc{r5_0Y1A>uR_HZ+<}VRjo%CI_wc}>)+4PR`<>{1$} zGx`IQnLQ4?1Z&VOm){D3D`$)^-3;t1!o{l^>`(+=A%LK^?eKSv$dsIn;9U(kR>X+7 zhL2~BO~0qPqXvP5ATEq!Yhno*Q8;bwOQFoZ#T6Vgq3jJ4h7^j~e<|RY8!doi;l9EZ zP5V$s0+l*&?BRD4IHrW=0mm1?J2&L5-)4Duu-d9r21QQjTnPC*SA=Y)!w8e9H%fZy z<3y9=H20=?QtsL2(i~wX6_J*Bvb800%!1)n%S5gAEnT%PND>QK97wF`^h%s$I9QFm zcNzm+1dZBbfQ?W(30}?+23Y29%4Q&NK^jkbARrYJ0|NcfVqPFnMXDGOpo*va6Y$vz z2%NB{3K>IT#_`IdJR}_M0XA9_81RiRf)^{3;OF2=y$w|E?t3lQJ27UpP%cn7C3p@(=<6ETSQYcRvS5N|0`#ULKlGyxaCVHU1UF`@4D zoRI?YxH)oE0BPZAn)BgOtGZ3Xz1;1{F})gCayonK>OoA@v68W*UbSqGX|SGv)+uuD zgK#NCc*P!~2YM9~5My=3pYY-T!LASie~@KRptu?9PpWd0t15$yScBp-DYTiwXC)VM zIX+_)BR(5}`nmAgqzeHApRwK%pKT|-n`b}-T@0U5Lc_SnfX@{6iWVI(e8zPL_>4AS zi_f^@f{J3|3e#!AXYT{*bolH;_}E0*oqk%> z+MRSIf$DR}HGxD~(-pLGYJ6a{4i&OIgf$d^)9+YKDgXZvlGLsa9xXj$e)Ovhsg&3%;|@?#-c`nNNEKUUP^A-CdndC??J7gr zlX@LZWCxi#NB}DyC@;m`;}LHO+yxUEI7qgRiSjl$FUH?+ld?Dj=|6_y#1qkOZ4?W` z(@Er)dc8P_`ERx;hQ7J`Ii9@7&&*!ey7htLQi}!mB&d_|d~F zsgxMJx)fT>3$MP3R55r(l};w~Vfbu3r&r)ri@_@ngan`xuhbXWbqKF847q|yVm3N? z%1w*jz8(lEg9j{0I<}$W@HWIuHOS2d5DT$Zf4EtJq;^s7(hWVq#AF>R5DZ}r8l(4^ zka6r@QU#M&H7EN&Jtk`1wsRupJ&($gGUsW z8Gec^#ME{pAdRr0T=7W?dy8DVQd=#+7JCy`E{zrIYgLgy_om)gPhBxpD9vuqq0De3 z!~c}#`&j#;}lGdo~YHnp$j(jREe;Y%UgvA4matF3&mVOis=Nwuoi3_w{@y? zJp8v8{`-N_2hp3}5)xCe3>zRoSHAb~Y_k<|+LDS$>Q*{ahwxJ>QK3$5r0o|nElQBQ z_Nn=`P?8&F^6gW0*+PDhWWO|-Z2bn=Ca44lSx*T4?zw^s3;rb=_mdlcDz^LfIEaKb z{(I5*-Z-py`}7alMI*6`U=}1Z4fWDKgdMOAHXuJ}^RiYALe{3PM{D_==sfJtbvO;N z=>N5DN(pK;Q_Cz1RS?tJxLhpkSdc(u05X_$iwlQmBa;iOV zVzQq?5?>vOporivKo<+kc0$ssppjL1s{tHbaScJ4X%K{m=3mI6{jq^9LY&5Ers5-I*`QK2Eq3O@!Kgn%v zWqI=Al|%SG{czKxPzawAft1k|e;mRT#1aJ%1dlPPK`On`dTrdJLqV)G@;4-Bj$blL z`G^TyV8qmr&8}6GR_6a`Cv#N6c(K~QsZ<>G{r*+uV#VL)6+jogJt7Pkw&;gT<;nQbR;RqzN{QGz)2IGp#y^qiUB$peIeqm(5TT}Hm4}btxmtjHb*TKB{yiL%EKfDdi z3oE}2BvdMvAYW;*TBZ%aJBPp?4DppC+l#19G}85yvo&%Ig9vN*d=xUeiM#;N@RpuP zn>e#LK2$G{j6r7pbt{qkCCfk!Yc@k2s4-xC@3#!D7 zoXqesmAf4|4wt!%Lmu45+}pk|6bGPwT5#LWU8)1X#=DLHDd;m@1Wgc>BIOqoDJP;4 z9>hl#VqUEx#AKH&ln!1%)fgIj-^=NVa(SVg9>~i3M4r<=Js-b(aOQ1BnoQBfWFlkp zAQ+olsZy_0{ApN3L780ZL3 zuEoN1kGG)ZRKQ(u+`(MPKG4Bu#VRi?Fnh}YSmet37+jp=dzs#H5AKvU33}<5d7ua3 zRiO#;U;-2vt<)gh!NoY4)ZmKgR#F(@+9oLE;X8GhK>_YIHpzpS4IfUfMjE}|jxuDK zkaOP4vB2kDmkpo5`UGCRwvG!MNhFhJztnE6v=s8$~6Sv}+KQg#6p^r6iXoqi1 z)jVv0KY-+W8y~v52`_s>5EO}sqD|538SqnKv)4;*b#C?^yY4#g;>{0Ty}HlaJYL-C zZ3UDE0*6ql+NdCtwYI|BSiquQFJQ_@$Jh;1BxzX*?5Ne6xXPb^*R0`CkvtAn9s>d5 zrPJz&=!EgHM10`FXTqUqG2*Xh6BFW2g8e0j}6y2tsSD z@|-2%;N`BICVK}p+540Uzr8p5RX#}QA99S`>(t>_pj{Xk*b8(0TI3&GIA1Q{DBvgr zFHyd=UoTSqq&fIbj|8qNISzVT1$#MORs_2h#x#eLmOAP_BW~j$DQ;)j`|mK z{sJ(CM>Pg_V0515w8Vdqg#5;d5N3$jdy*k4yUmx*h+<%=IsF|;q3!ii;9rSVNJNh+ z;6&B!0hN;uNN}CV?uAh;Cqu{Zk`g=k0kMrlngRwmAF(KU5jYTN_1mOq*qy9Np2!lX zF+RlTBxdIf&PwVpp*Kxmk)b?aw9E&M@I+Jpv@5=#3e-cL1>;hAOdAM0kQ9r zj8#r#utAG`TMpV@H(A2ybEqNN*yO^7I*d@18;B^At(*-bDs`7(gdOx-bijsDuSHSw zFxs*Qz*aj5H{Aekn&F!Q-oit&$G9sU-jx2MjhLoaNYg4JAt0@IB0lS&m@v5O(EK7t z-D_M%UBrjs^6V;N?74l|o1DmCJ`DS|^kLt8`k4V&@6(YrX`k82mp(hZ_))iRHkdK-I$*IF3z*bg63Y zDt=6XY=6R{1IG4k7DX8?bf?FambY4Tz-ZxHqx_^jbA0rR&s}PNu}zJ>W$D}?MEWGV z_$;;Zz_}22FlT*pst8&sy%h8y8EU_&%i@d)v1vEgBAK2e%oc|HX0gv3-`3}??eo^h z@1@N`fzWU_{HJsp^KXM8VYMRTfuI=hJ6qK1Vrj|%a;iNWYL`c*+Ka+5#StfHPI-298u|JtY^j4-6!zZ$qGXD~rm?m^2bl!# zMXK0sIjUn4t~v`oTLogDPJ^;&-g=s2eY}RTs9pg??GLk<)a}IzoYwK=_waMQHZkd) zD*_qwHY3OOKQqcXXh=kp1c2^|HRuJl+XdUoCg>ICVn#4Lt>bjVB?^`np+S#H$(2BO zw;BS)AY=@~#VT;bI8iUx>X5x3&Qak^br@^Y*f`8bMqau0(4&)RvLeKKRv<>MHV$!W zUIp?tRLZ4VZA3_D7gHex{Kc#S#;{H)V6z8849ji^ax((0-MH!YKlhP)5&+l)H9Awj2scVbMPNToQ0CSrZ$h4rZe(_w)`NC{I}Ld&gV-+q`wxmx+05WlB6XroiBt& z1foJxf$bz96`!JTZ=a9R8N=Xr^^9Xq8Qg*q@kt8~W+7djMtm1TqxOhzOA41Wg!m$< zZuP?|d@~B?FmfYlVQ^6z6MEbyH4(#o{|DSmUfkD2su=F0nkKmK7tDjDC7}v9?4yux ztOdd8Ea|;ZK+WK~l^aNc1bq4qQ4W6S^#tm6H4emo)Cj-A~G@5XfOa?x$I( zdpr+yeD_U(Kx~IDvLCm{#}l2b9y|Uy7iqTW?C>n4Jqs$i=``%-P3TOHwBSC}W~b5F zDL}V9Iy)(a%Nasvk#{jd=uB~ZMtrs`jSW3Mle&oEvyX#r^5U}#kt&AIsICb<`y{HJ z+zAg7U+`YDiG=Y(WPiQ99p9V+aD`|KX6s_T+$@dr4|2CEW&f#zEy@XJ1h{lVSGN

4bB?kjgmNihPyk|7L6R=O_U2)|*7F_HH5h>4aRj z30XKmt`9?{B&WfJjgaeuq-;jWb#E5xzL1AHYsmG3ETlb>i!@uv^}8&jJ>^VV*!PNA z-2`dez$`LtSL~cH>cZEjO}Gn_y%bti7Px-7KLUGWd?!q7d3CHkIpwSb4&4yf8;RKy zIh@WaCz+svxVYE=afz`L9(5+fwFNrTA+AgCy9seoLh~T5GhzD9kF-w7hP09p)=gcA zu#ny~WR;NWbAZa4BC56VV6oZccMhT0U(${n)^^NibA(PcQLEk6B9)M7E)x(DgnBlo zM25-z73E_*T>Dp<)Hjl3@lX*WBQ7Ir?SDPI~%@M@&1 z(^LKzp;7x?md~efIYU!EOAN&`p+$FDz!?}fSU#J^fqtr&YKTqsWoR+)RR2AsicR%Y z&18zJz-OBcmV$PwXG_Fha`H6-bBRpVW?w-%xnDA33}@;}nqK4t51+PS4SM+WbHPbs z2ow*s;fzBg!s^50#WY#ZzFj|A&&Thk$(j(u5q$1r*WX4tfd-all1~Iu$1JqAY7`-nn_oep}bAuO-cC)Aor; zn{m9E)RT+(LPdPZt$dMY{#9nF>1M9ZIQQ&wz0u@|$b3v;9UjuT2IXY46L_>+HuCL{dx_B# zNwiqyBo6@9`1S`E9AGLja>8TIgsEnCd(+VRv8`V-DG0~L@K8M3dcE)KE6AEn{{leOWiDCuDL9J@4RDqiIN>2@!dVsQ zNQbi~@Vg0TQ9|?JtW|i7mpAzKg_-bG(jn7S_u(p=fRMzT)2pk-b~6W2+10Q+?j>6Pdbwp z_By7CUfM`-6Vlb`iT>NrsQpC$a0-_*G|?ZOIMKr}H6Aa0J&ghV1TVD^o8Yg27V}Q< zze1|m1W&b0rnal#v+;OIeT{UHZieUQOCp*xrIhq$v;Nt2K7JKaO3#x1CWuy2*o<>x zVwr5{wV(!hg$!Q%fcNsMH4h*3@JjF!#*hymYC{dbz8zjg>p>UHTOi48#Fg*R+lAaq z&v36&fCpw3Af~910yKLF1<-IK0YD=hM7W{}&>Rm`>Hy6P@Vg1nP)+9nH0P-|^78_l zEE`8^|K=mPuG_*0lbyD4v^2p*sx8r!HQIEE`>N&mmQf5uc(bUVkUpcK|^bK_y!dbRj951q5A|g|zWpq}gu7 zT%U!sYn(|7J5duplNKCoK)O1O&pr%|+T*hirEobz_$+B7CN!*!IPLvujOcNi)J6=a zodPZ9#c5wesu)hA+9o*dH27?V)0Uls4}ZZmXn3}(Jl-0Id^6(GP1!4u3^gQEA;C4c zr7yr+ma5V_e~VF=9yWpOVIc2vtU(doHwAkNqFVuP$Zju>z!S6dTKBMc`KamV7a+7@{HhI-O7> zyKvP50qXKGZN#iZqkEw~t8ft-vLctSXOOREQjSodqAAj1aaZp3GY zp(1{h0o~n8pj69KS=BN-q!zO)R)8=cg4EUR_}v7A=>W+Cgg2ur z(f(W2FD-jw%tDy18Fe%v=o@EQ4dFc@hf8sOjOXYbkomr zxEu=xXSWfqg6N|~t@iGvmrld!mU@6koX*m5lXw)7~Uz@_^48iHNwS3%3nKwXRlg5%BSWCUcfb|j3VqReV zex!;4YpQnwtdE4xR=|4T>@omNM4pN);FVvTPsJXg$f+*ir)xFosqbWz*#qi@Sc3xU zI|N$_puT$Z;FsH&%K8?1j!=xej89w%4uduyJCp37Dts6*@qW*GL zQ6sdMqBi><1w(R!0}LtLPq?B9Lw*ma)NQ8z2)~;!B(;e=81f=ae<`!I53b%YNYYE^ z1(D}v0Fee#%qa4fZbOkq4$@%cixOa@q0s^)a#~AMg-0`lA7-e+_h5~`%R%#d>p`O; z$=`@t?cGc_3Y6q>jqS|t8GGG^e}RyC^KCMYS5IoKQN>NJ$x3XR%B$(N;Y zIYUr#nY*JhW677M@ubI+QZX?s`6M`?yjXHOQpK<&RXo9xzhb^EEn4o(mH2{2|A;@~ zS4RL@d5|4^yrJyS5kN*CN5QXZ%5c~d9fm~Y0$+BdE$P&+2hQxa2atc<#r-8RO+n{t zS>+@jr63_LE@(uIp76LcA))s`M>-_*0sL-4LX^-vNN5d&01V<2H}J4eUi5Q%2K1wJ zZ$v!Q-b=6Ref888@FvLY(i}SV-@re#mn4i&rH6!5+kKQ`9595wNqf4-+MZO9aHpu% zen+8nsFY20z~V%*vTq^yDstmD>x zmW8w@a*<}c$F%2NiJnW3sQ%(iTG&CEfPpmN;C>WYr-8vSz^pwmI0{N9*~Sb3gXh^f z9y1tNn8t@53`k|fz`*UGoV;LQIa0;I097^t19za_O=+yv$huR{YBbB^n7|r0m)P_| zr+pT))@qciW8~M+k)OZ-Ia-jOdL6LgH1l`6YbIJak8#x+D$Q^AjF$ZhTvCILuBjWR z_=HGjNced+`8oDWLDsColXlAQ?Vb(%mAeL?2h~qfxFr|i2BTPdVK9vUvxqs6wJ?Gu zAw#v1Nre!~LU18GyBy}K5WFPzP1z89*7!EBzn?zKN8gMr`;?PHX^-~)l`;U+Vr3Ba z1#8tYr9bivDp^cM=dNq586{6uHsJZhGVCu-U5B{v8p`*p;eUYH1?}11V^`hiDNkJC zFRG0~nf*ylcS*dId9<+Eb5kh0Fu0O*oSdJ8y@&k@QZ!k*%h#fCtF7@NpS=772l$Qh zP{sEeljB3RN@KCtfTttj&xzu&xSmXhJjD;eYoQmeP<-B%i5&hV*}Od>6Epe2O;A)7 z^lgL*ouKiTh@el(#)u>|+Ge^w{)y0MW(aM@K_ADhM}0JFO?Z7$GQ&fExmL8IXCNf9 z7xCSQl+2XIME`B0=<%0`=+kMIQjS(nm-54|Qci4=zWu&1*lE$~c4U?Mxzn)@=05`U05!LE1H(1i|*DhNsqzrh9xOmt8L*!oXtc>kwa07PD?9Ke)yWx_q0p^y`Psg)+tzD@+O*B}q?b2Q%4t{M z_aeQ}7!2}nIUr8~15n4a*-7vv8b&RjC~9@HMCHo2^NEBm5E5`$1+RrlNh=*LVq68E zL&_?vV6h;#Sfh_+p>8-2b$t4l#PKgME2)6sRar=TMK028*XVD_LfVbaq=h}U>O#5x z@f}b(#DcStu1>Gf?}A3{*XaM8!sQID(T_@4qoa>AMpNIOM!$Y-E|m~ln-4&XdDrG& zN2=J`oGO{D3YWrX^vT+ddUb7nigf;XVXT+m471J|l)V8tgZzY1%aM$E2B8a?MZprR zLHFbz6|5@jzAaIbq08oFRak6sT-)1xC#J&NPp8Q#2OT*J}B5z zaB2mjT}E2NO%WOcamp+#1`w=QWC7VUPXi*>(+EiAFOK1<*=TXNS*s&%AA_`1Rc~mL z@IPLxkCm&i5iA2+`6N2Col5b2Kdbl<&r0!`eT#x;xiJBr6|N;*(S&FJ2dLDA-uwZ- zoA4~vb8IhFb$kkOi~fmYlwcYD6aAhYaeLmwiJLuKDK;8Y!CkZA%WV7{qwR<9hPD^c zAzaG32g{zXU$yE?c8UwORv>-jNHc7%_D;2*Z}^FAM5^sYkTM|~)~VFO69z_O#rj&+=NHUw;#<(|Ih1%l82F#kOc#PM-4Nsy*ymxQR{PprxI?T;f<5ha zt6=?blTNrW%mt))o-Y{HqC#ampYKK85)x0)iwzL)dbgnL;J6++O}d{XHK#aJgPYG% zSqe20O79mkAxg;C1g)B13nhsO=kdy%0r^3ay*`<2eJsy;PzjEWpAeMnxq|lr|B{Vg zlHB-HvC!+sK_sm4-;2ig#^J-;r+>&Ug2XO@S$iT%P)wnHNTW3|QL8rx8!$07FKgAB zaLRK%qJZCt&ciNHtJg(9bPO>b3@v6tjHNlj&p|JQ zUJe(j?;vpTSQij@{j0iqg z1*#>rPs!C~@K?nugMY=I==s}XM-CKvzZju6Jd6s#{8?ZdvnD2|+VdtR`zgfm)scuO z<}W}O82`UOTS+VZu#L6n*Zt9v+IX>CoeCa;s?yrq49k#!8Gk1Yb(y-J6xdO$SEsHI z76M(tC!tnwB>oFcI9Ph z&R$iV^c&?OtOd%L`l60ePI%|B0O+9C6PE4KusaO7!-d9%N()vD@vZJoH793}Cm7Xy z)P${2!*bWD>JFXUKY3=cGTf^0K*#Y`vjyv~a&@#;hv-M5fOTtnaj6G0tGB&aFBdUb zir$jIr5vcJ+=Sbv#YVG->IPS_sGEt1Zpg>sl0Ur7E00Fij2Bj6ZGg%CHu-R(QLN(? z3<`UJ77qp@BtfadEeo+O-W^Go_VimKAVspLa_p-L@ezR4t4i>jVl<1g0GPp6J54ao-;=^{ag+88f z$lLhP)ew<~If(Fhku~Mjph^6xu-WS+CykrE$F951yLj_MSFi5#HbbH#Zz~uc2)sA~ z9z&4HT3g|5EMQTucfgBwjNLFrl9p*C;9zYOa^uvR5b9c-Xbf%~M4~|IU&xF%MAyH6Otf)Pkm=Iquu)m}+ALe4r!8o)GTQ_W&E&zKz1nR?S_LWMP z47{hA_n%?5j~cd;xjYqPhB#WBCLna%WXLH-%-du->IXM(XS`ASVX3k@Xt>jE zv>}6y2tsSDa!t-KwfrDWc5zOVeE~Ju`xKLH?~Q(y4-)!^>~MushhM=lvM|72*ig}r zkF=oq_Uo-3e5XeOSCt$GL^NqLR{L5@iaSfMf!adY4<4eSjVoOHo7Dd$PWlh~$bG>S zwrC9Q!00^9X^HF-Di?G-LUBMUh;y`k!M64fOx zgn}#RfTvnEZ@w;i zJ`9&`apLKDi%!gs$mOkv8Pd_u@>U}!0Chc>fi(#m@q8$_5aSo)w5aQDT|_^S;0(8a2s5G4n79|4;k11|0^NiK0wu4i>?^kbg63Y zDvl|U?Se%IjP2triZWX0PLC@s2U>K%XyIFRMjjh?Z{V2{(V`<|B^HLX79;WgW)l9a0G8ex;h4aLhN5V&aX2F;fRf1JjPK8!{xBo;=q16s@!Mni)oehvZ(_V^ru3Z*v! zPM``WaR-yov{fX{Dd)fe7rZYACrov6nq>?$fFVP!60&n>I%wcjG;;%T1RVlQSnswV z65JgeKheX1j5FBA-wG)nB1g7Eu}_6yO!;P?tEb>1L7uDUIIJYh29M%)D4nyTxU{1N z7E2d!*4i&5(-CGZfi&9?#y-iSAuu|DpP<6yH|1u@3uT5P22}{Bk4c&6&a~z_mdoS} zsH)G`gTJW82%BC5j+{u#jy7g?;sD3NvKIy~B7`Mxcd^C9sibIVr#7aI6@0$6Qb;r= zMW+)vgY$DX-h~pBR*4AF%uh@+CBhX*J(fuce~D;jX{u&oEJ@`=+e=rDPiQkUgKH`W zF6JgI>KKfI_edRh*YK|anW|t zb@N77-6S^2Qv#iA(JD&`gzhvY)-PZwfu3X0DoY8(XAr)!O{SV%{pQoZ@b1>PQN9C| z>8{FrAHT=0qmZ>|-s>o*GvwxHU1Oi%u*T+n(nW zat*yEEYKV>rcP8@$L^~(O~ou%-I^a4w8I~z9_If`q8{{X@Yzr)X;YJ{4AIG(!wHB zb=m}eVHPIV5hl`a91SKnuD@}_8W$IB+KD%g#uK}6zHvl5H_wmp(UV>lw^XEa4E8{Z zJH4gyMrhQ2OXc-YI>|@O(3Z-=gh|l6hjLvS@%lX!se#xY%Fkft%Dabh3sS`{uTu?^ zwfoQ6qzLQcU%*xiU*OUumYQ(sAG__6z+&nv7qq*OGU9>Dla#s?D?$|d($$#Zbz%~pDFg6G0=4TtMh}yVCgiCN3Qrmy zhQ31#dDUYRCB0ArV3TI&ZO}ma!f3e;pK7fpypxM}RAAq9P;HWdP;aze8}~3Ye~^UJ z(`fqIP~Zlc8CD#7yE`x;!bKH-Wj#|4POkxkgKfyY! zV(r5Q+kTe{isN>w8Wb9ty^VInK6SDTgK`F=!XKp@`e_cy&H>3jP9+-(li5E!mbp8Q zewIZ1-iZhnB!fM}3LmwsRjm@8`>Jlx671>iayq2Q=YHOC`XPdb;e<-x8!9KEFx&`a zu@BTf%uo}Hve;fWUa^B8Q>CgiNBiAruDBbN9F1Lz(aZ-!;+pd~7v)6U-Fy(=F+@M% z*tLC>S&I`9`X+7T1gGxVaKt{J8IA(4*nkV=#9+0H$VoI98!f2rl|fg*bGUNEVnPzR@c{6D-ItyfB%^IpA}q{2<-J?JhV`crEnRHPribki_%`u0Q#o1UmnggR9aVv=bAmw?y zi##L7fR5)_B2taxQHQjJ34fF$>M}jI2h)9jj&q{cK8j2}TtktiYn+P8eVsN;L@E)j?G|O>0e--5XPEuAO zGZLLBDUJM~zlreKEcD*(OmEmHsL9bdZ+Px3Z76sL($(p6=kG(K_UF!zq;NSy=gvoK z&YeSs9Zpe*8$Tp9;KJbBX$2QXU|m2fXK54_eUEuyLBAl7~H><5SF|yXYu0$q-a+L_ZK5V zH1iYF%vQn`NIe$ZkH17TlPkDC+FrVHUPfp$GlO$UNI8j3@&NJ|ShUIl$Z^P~El*eg z`C%5VvH)`KrJPnWeEtz0#5#cd13;N>C37o&Ph80)i<3pR^AyoQm`FMwu4r0feNqq> zdS~HIEnOXXXW?{;Rp6G>S^RF|Ci;ptZUEBctvnIw01J1P*B9aPcuHWqw&BRi%H`z+ zc1=>-Y=Ng+3zo@lKgTJ&QnVz>8z9%@=E}4`B{9I1A zgya-_7aJg}J9%}0MQa+^p!f9?%Sa6OGiUm6JuLO8&?iIsHSaGdYdX!Z&aX54Etzb6 zJpTWKN;a=E?Dxe)+t$ZQv&JoBr57f4;T$VXI}bZf-8vN4*nc2WNFT4bX4UDrldm(p z2*hB&W<3>3C+#H6%$ha$ISA0WEIm1mM*Xr>3Ocqd{StJSX<5o&XFz)Snv{AIvfQ~B zK3lCxSFuMG+@4BMom1ii4P%j^5PqQHw7k8B-)OiDJEIPAS@K@z$|20dJls_IP~uw} z5vs%E$?chjTAIzwfy4(Rwc)AYkv$_>6|R7)((G-YX&8oD^qB^<4f;$&7I7eiW-m4D z%6n$2iUcBq>71B3npX-6CkH7vKsi=r1pgU*vcZcV-fJ$r!%`@{pqzc*%zENrK5Rv* z2d7KUT^lo>C}*wEUfubt6hMT00As+jeLkTJD3NOapsU)04^ZpG*ATRV&iOkT*e8_7($kw~5qrS@Ol#Ur+J(nob?E48 z2=}`fGmk`I!xRswzYO)YVf?A){b!iu`SKj@XOL$;o_P&HzF;!_hCA&>EAqvn1xH4* zHpo{#e!%>-{2=}Bqd86X`_yDZS6>oeL-?grhb(*-dx7mf94h+pk(Q$9nb#18>FYab z5A$%tioD$riKNuNc)+Yo`o(>#8_Mx*8zIqGh68FdjK zhU>Hs6JyWq!#?9g2J>Oqx1|qzI=&si)cbT~P1@%}E{37b3V8A70b-n1vjVkamstU= z|3elXuvy`K7DYp|f|(ZWvj`0G^#E0WCg9A9ZMtSPcNNE!$o3-^9Wb`PZBdj>%wHx& zU1|A(MF)(Q5h$t#U1WY1;T)cgFa4r`cGF)zi14E1Q#5UD9vtIGf?HzjB|L?2aY8VT zXg^!}#`p~bnVFHfEcrnW^rc@8E5~fUJkkRrDf&gN_S<&h&4M&NMXnc|q~?&Z&Wjnl zgb>c*LS!o={53zC^D~|+#HbCk(Z_?VhDu5C1YA!THSuCnR*7QK7CGdCGmx%MU&MGTG-@Bza#ISI@^pV% z-&A<6jXyPK0(?^%7y7Ulsft+GO95KU6!t>ma{}_3!tF>EyNy9rO+o^m51*|fUzV^y zPv0AFHCx3BJoi0{Pe9{)>Rzh>@2!VJ0K|<8_lj~J`7)!NjaazNCP#D5m)ZLqWKDQ-GPDg_GRycH=4^}g#eYWOz5H?h)DYcaFQx8a}q++$6$5zvvi7k+-nQ2alyy7SFmT;UO_EuRjVBE?D9l* zOai-{4k_}3TtrSbF4%BFrSA`wlb|(fiLIKceVCz}vVvDS_&HT-C}YY0qJ(;jU6d1X zck@6$FCh8}?|O!k=P`Q>eUrAa!l`>U9I?-5hGW*eUF%&$t`0|3_gbQE^Nxfv9I0iv z3`guhHyr<0Ce*9As3|fq5r>qBrZNxA%bmJs0~7mvW?*I=n6GycxjHa0jN&??ZmWSw zEyHDCqCL@pnOuwQF8`EFsaCX5w4B^3i{xN)Hq!F2X3pNg)6sP*p`LE-AXD72X-$5R zbJ}NI^cWercvf>4QKcsJlqTRal9Ic#Iqx3M!N>u?$iJHyQSh=%amOVplHf^+KJG$@ zIx;XN-H!QDX-7ZQ7C$B(uC=PoM))|7e=AldO2r{aG1n+x?)Q12 zKL;@>e4og38$UnYFVr2Gq2Z!jqzoHk%jz^<{|&!5GiEnM|m(70cB`vOK$GZ z!p)cSa5Il5=Z^9a`2q3^ijtDvN3+oTeP?>Z)43X4&xZ{jYfJwZ>_ECYeXPC5eJ;n^ ze@WqThK{v+ttUbA+4i5(Ska$tOMS%7wg;ibyl2}-fI48?uJlF#epKJ&q;&{YPwuX3 zG7TyVxKqW^Hf9@y7i{Y_c&ZGJCX4XmQ={pRv-55IHGJioj+6!M94*KZ)CXLs5p9X< zJ+hW4B7^j5e=nb&-~~jwHfbNe9)2N^7iKWp-4nZ*t0ob#gLvH?n`cA`je^7 zoe^sr2;9z;x!1;wSYx7A`^H_k;xNmbEHiEuccczC>5aPua{)Q(FBeQ}A*3NGmK0Sm zi473SWKyi7lJ(2!ODiU+yv~_QT!v_=lu%!j{7ON(nqQq$W8IugwmuZ{?NG@kHP%Oy z8`r1CVvSp-#=0l53+L2WwDYhlRedlYjJWc6Gm(OM4&r4IZt3*g$<$ci16u5(2)~m; z`OLtr;B`QTF*Vk=(rDD*bo#K`kE7D~+Db|756HSV>*yP@+bLB~~L~}|;tb-%;hKG?`My&mz ztt3DC$awcPI%asRQHXe7h_<%S>Rgfy{7Z2 zu_g#0&ypRhJBX3`U+t>@;7n?)m>^3l?(F%km}ku1fMjc9R<cl^B(ztSvvO|JkMjvGEcXV>WUc9feXZ%3)D z%|}8Wq{IHy|1?YWT5F7^FToeeMe-Y&qlDD!_o^6Z4>1`&kUmtaRlJL96Bu`2tZXHT zuJFxtkGya0(Fe|(HSco2UK1^{yT;hNRbnisR@n{jNGg?-809e+_45b=X4rUQJq-1= zfvl+pabAv;Qk^yf8x!c9`e#b@G9MEUh~O!_6o~YyoCfd;Y5<{7>cj+1Z*c06g@a)) zunmQVr?0?dxZTdRuxU zK1Q38iP@a?H#z-$)X5rH)Cu!HcrE)@Y7rsxyP(5L<$$r{?MgA+<0J+)D3JH0L7{A| zA8V^wI0LsTD@lLQg>Q)lTS5m-Za6L4hwft?BjzL9k5WB_gWNX z$pmgDMME#Aw9n}fI-u4T@ZHVef1ocmmO9pj)ZXu~by!7NuWC4|#o)=O@=0uCojhDT zSlsT{i(~%C;KrP|iXkAy?l0(Y7s3^Ex?QP}eILlEk^Mj;^PqClCIt?XkPVy1lQtoS zGP2%bp?r3ohGGPBSMi~X&~m3m2W;rJEQ&H(hDlLZS}wKdfYGuS6jeu5=7bpMu^kIP zJtoa`R3dX?oRPeVW@yl$^7n0N-x9LxW>M7ohs|wFe zs-&!Pj%7-HA%o6LB~p@OyfF(augk+qLf#9>O+umc9t-4gQXbFEl7aNimo`hQ3ML*yhwd8;;oLGs7|Kef(Ft zh+G|xsP0LkZmZ!)EyHCvVh2Z%4noKE?f;dDGT!c@rpUm={qQ$aL1rD8w>ovt1}66T z%)rb#FhA`ga&=(h;nkf)-BtsWT87KOM0=tGGr1PqbzWdk3q{Mxt+InOHt8TOdy)>q zPNI7fW&F%VkCBm!x8k3m++7J-4fw%ZX%0@Knv?lyO_Z_cgD{+J&*LJD;GxN1OpGXa z*(y=S!7hZTBLfp<8~~Nmj-eQWqy)QIBeMA?jWy0xqKqXjl8LAYZLN<8N0XFAQISpd z3x@J+ic0Xe(uH_ct(Yj|bbGZ@CSBBuqM>R{uEiYQABY85IbS-slUoftJfsC39^G+F zuF2@(yJURxFS!!C{>OJUVFDLB+u@3)8+NY*Rp_q&U4`Fc*Z;_IUEV|)8|c32AiJ2^ ziBrk5GM-9?Damm*d1A^gdbp#)__jW8ef-36|8OzBogDovN8y{TMrz{R0`xWoIHb^O{7P+2bFWVS>xNNz~s@D__Uyn|CDmOO-R7u)bPVlDQPm|BF0n0 z50bJ9b$hOl634$RXv4oGY4>I!?F-JNg}sA%>wvR?CuY)8f)5~Fojx&p0vfeHF?%e9 z%NaT`OSx=25Ha8IeIDG%BKK$(20uz;M}KZ6brL%_djqtX_uTBSNEJIbqdF&tH#fj% zt8=p#iF32`%l8|impZt|%h!k;Ob0#WfPxXF>?RJ8sAPY}9NcXcQGV?=6xLL|iF&y@ zT%M@-Ub9qgc<_Iyi$-zW_eNXQVUps%*zj7-%D@<=Jt`He)moKL$bCJvYGu+Z`E}nb zH?ek6R)Z`G*w%Qf(u5Am!{uh#hqOx7T9bUAsMm&yL*)wjJV0kS2nFpjs-%H2^zc( z9p*KZrL|BMjD10Sw)faoH+ssXiNC0;T`04E*hCWwo2NqbgJqEAxuoOdH3Ex@1mM<7SZ_)x7vZ6Yky;QJ^DdYd%_8g@qb zHgcjv)!f8dv=UXv^W64%bE4q7tGTn;qU-0|%tmrm!$iuJ3c4AF;PR=zQ zr^UFcYk#1d7eA7GviwPii+z>l+LO1)<70XDJvDZPe+#8DOU}p_U&bC7H3vSu#eb0Q z;#**zs<$z_0lq-NrR+CEt=&qSaxuGGrAK^HNZVoA{8Ol8yKH`(lvS3^x&()00+fq< zW0AD!+Sub%-lp$9Yz?@{hE*-@yIOXAD)MNU4p|155^*C=@C!N!p)LA z+{mPd5gsBx=+h&fpM~CYo#{0r9PR~in?`!U;3qglJH1U)0lMwCY04>F&d@f^V#jIG z9N;{f#*luaMrtLtQS%^ZDep$jHAofPsG(XXy8>TB1L$y)#8s=#R5EYy+1w>bVx$E* z?Y|Ycu$%VjVr)_HRbt_U*PB@7B!`TP26jrqMFW^x43qExGhynFLq|GHeFuIwU}{Ea z47aO$tqO5GFB1?aGQimp_c=jaC`sZMw6t|3N#bdAXl*LBMn@}f6P|7P)#_ehxKeDu zj#Je$p!eRX_7cNS1Ey9Z2;LuXr!;p;#Qy~G+8HkQ)R+?SVNt97hF!S&h|7cB z^tzQtEws(K4#{-6AfbR9-Tx)n)dEICGDIn);0bJiEP!M(#KX;YLbpcD1tev^b*2oL z8(PXFnAfB@RIse(SLXzXJzq<-Iz48c1C?wNAReCFxIO_QYuqvc;`0)_a87_oI}f`_ z)xYwghevX=h!oP7l?bSGdhTQb#B+cadqA~1h4PsJRKf3I$QTc^R;JOY$4FApF^u#z z=q?jR;t3FuUJj6`A0eRO>ulu1j`%O&mJxS&beDFf5+K$=Ti9O{`fOutu z-taJTOMrNJnyJhoDG!IIf=56Uu&M3cy$0I}<4ZerJHQYo9) zBo6ECP>!WOtl>YSsShs*9pJ+GVY61BgdAxTes#pJ4#SyX6%(mXl()h0Vjc2QD%sQ< z91&`k3mtD)PUi1reDEFiuyv{v0$W6MANV3F)at|A~nhl?#pRH1at z)~V95@LvVBw&!9H8=QboZG{5Yv{(CdliecKMjV36Bpau?u8@?34Rh8vr;2FiFI8CL z1EZ91jKKCw;&h3|`N09X;2Pidx5}6CV`~j@?1s4e2clN{&0V!@60(V9%Gj5^F+_w# zw@kjqt*Wj0QEq5!eq0c#AuaxoLNeMFmVQC-Td0(@XTn8~u=&@PWf3+@H3h#yx;niN zdHBD(z~)1tbP|^mNK9*jg=0+1RcSj$RDEz73wl&7^$9H-e`KYR&$~S|1;`gK$_a>Af>|_t=GmqOshLcpeN0XTN?`e;bw0S z@voXIHsNbVA7y!icZ-Y?geAB12QPOqQhuRiBUU?cZoo3nXIVD@Ck_}zxjOICDFgW^I zPW7*GB7$A(#Gc_u0ky1EtrFX}%hL`p3G8w@q{we_5jk01v*Cp6i8m3MC(aZ+Cn;(v zW$n&$lClnPyw)r_V7H1Y7Dd@bI_d??d#W(=YiN0?MF)(QO%_E@g*l0tEep0)Caice zmaw1ip6jIl0jyfXhKNVTo55cvqS9RP(|F`*y-xaM4o2n!BR@4UqWB-H>!g2iAw(UK znB@6SgbJ$>NeOlt1<2+Tl+92=l9{?ry724yZ0#_ppEgC<+!1A7+@`2>w0$nbt7^q7 z<-LS*E45N4UDS%hkg7Gg7ISWo*_#+0+{vx7>!i%-BQ0OG=z!6}T_)fCN$!dTN$^!1 zcwe!G4_7n=NsNISbU_l^@Ovysg6y{CzDkO#g>#n-ZXs{=4&u`tgIm&rkK=n>a_=qW zDrvkbxk3}AAri7cm?gLIcj*NqYvR*Fj)#qV8d`;n7whnvX0b9Dx*i0#hREfI!P@BH zP`TO|9O?5mfGXjJ66i6$zxXU&+dLRa|D$v;S6e$6zWIgwj#r9WyOG{xJi>`t1Wy;9 zO5DN%eJfP*a@#Vo*n+m{XQ`sM31K^IW!?mpk~aCcHgPNSA4yq-vjd|B80E=OU_m?n zgXH7(EPULShmRgPY@!^*ep&$c&cq;7Zbdzih3b2qsSZyi>RAfc6mBHTaTojp($(pW zP34`?V%|;VS>J$x%r=#&&dEOI zE1+rPrn0hlxaZ8;IP4($-noNI3KR}_uk^O`_K|C;{8$b*pVVu~c#?{Lhh#imz;%e33e%}F>E@8J!3Fnz(H;1E!Q zk&yi4ya{(|o3$Oq`Ut&_%bOSHx4Sb7()%3>dbD2h5+r{)s+hidelV+?-x(7#j&OBiCEH z>*O_ogEaVhi4%OK`q6`+IEIbm)*})qrGZ%qCFH<5$9iD#nG_N1nW9#EH`AYlu?1V% z?=tB6av^00==w6Kl;r5R8WFm_gp{3j=(;@%A9ZIw!amvr0;TB&7a?7p27zyeM(si1 zjVWBt5C~l6?z+quoBknJt z1T;8IPne_oH3EcXtS#O27a5s+(=BmZlHi{+um;6HpBFqPR^#}Giv;kG7$M=YWx_v? zKu0?K^8@^D!atPIJox7VG8J}myKZ$hrjCtPMg_tKwdm7qVlk76W%@yS40Nsrv z*#YRrY8=`eqR}VafmqPi{wBxCZ<(p5j}tx*BAofPsMX$WR3m}R!UW;Qu#37)L(Wv> zR$J^R)27Zo-=sd%AY^@X;9RI=i%a$*Wffd<0J5mqOmsg=|NDY=?7Os-W3w=Ev@;W7 z$7up3(g1^5NLQyp$(hioJt%o`3YRkkO8Q(pj2VusNaIEiN2E$(aOD4hyT}ViEJ|br_kL(1~q&T-eXx(J>6Cnz!_eW z#!=xG6yI0!w)A-(-OGZ{3d1P&n;aYOwH_NPjCz--)zvVHOM<9F!YGLqcmWiZyj`LHUBV~*?x=QYh~(48k;PJRJLG z8aH|jB2^N@Aa8*d^J0*vkSc~jsLBZjc{_Zz*%BFxVi0yLX2Ksj%)x`U`zWTs(=H>X zn6dt(AKd$4SB&sB6duJ0d$P(&gH^!@T=p%2!YHFt*wM5BIYipx$etjF=x=hwoNPT} z_&kLhFv~=(ZbS}IZpqYGlE~pWD>28mVvH#UC8jVINy|dGP6*TiS*(FdNzRIE43WiI zq^tsu4vN`Tbd$zZ0v<4r*OeCKXJMu2%u3kRnl@^rp$4mwu1q7iVUz?J5yVxii-V_K)x8|Pw=+Q*Hj9^YfoWf;yK`7=cj1a0XjT=3L zk}8Qos7F9Wc_GwVq>4c(s&WFMzK_~BW%f|cx;9546yIk`gHNpnWRax-)ZrsB1t3jN zpFwJNz{Cwn*V8@;pp!gW-#)9}vn)GZ?>{@5x!4r}%gYm9FS zML$dX{|9UPSHVnM)N1bz!k0Kkvy(xhY~(SLsf670F_lQ!C%Hw)%mJ^wA1Wnz7p@fC z@_DyqSv*XV3Jh*Wx;j0{-v^D_Px4<*p?roWd1Kn}s3$Vc?_Wq`L_fbvZN%pH*FuYV z=l4gEDmK4UZIjvSdiZQJzi(9Lck|RPlKJqvQ8u&tbTln}+y5{I4X|3XwQ(KRpj#Wi z7SgfW+Tg;3xm^q>yScsRTl%?ufBbHm+bN-W=JrvXDZ~|v(Yk+G3lfV$QcJv;O_FUj z2Fq1)MLXY)$HkfEeLKp`nBea2!vwZ0rQwB4Snq#|AQ->;8^KpP4q-^|~fg^vx+e1yHdX?I21X>bD4)oI|>ghuUw*JUYO z&JgfAvjZN@9AI2cV^R;wq^4q^Y$3Fm7nHpLsbZjvS^@!ON5N+sPf)Zje;_{s_yD3b~J3)n+3fKwFy$py??w1F~DY50IHyNCRN6NOV{FR-=F``Phn1 z@9H&kV=U0K&1S)ISW*!=_`b=;Px|0fao5*Gt@iGwVTrTO4nd$k;!49KOjU(ZInxWr zekLUC0LPwyO15z9$E2(R$BfZUaxctSBrO1H&u=H9eEpHvU-EEcz>bm^LxE&)c|;aI z4uwjYwPM?8N+G$=_2*SWX1{h$5 zRT!X^jLn_y+tcsy`n~ooGt&eVcOlO$X%vlnRETkl5pcsTaf!GkYLMTZxWp(fF&HDD z|2b8sw)^VdTXpa2Z5Y2#oxZP@Q>RXyI(62>w*coGX;q2NOJsEV1aX;K*+;pE)~&>R zoZelC$L2>xW$$yQGF>2kx9rtmi6r6;v1UDDG#VZ@@+Q{R0`dg7bT?!4P!=tSvB zFVgf}qev4-Mr}w&P_BXaF$ppf__%M4T00_0lqt=p4+G3lmJzGd&%)Q+(bL)#9(oyLhazaW!;KyX;Y7zY;J2O*hMVXj?&=HnH>6jU!0d za0b=|7f{^KK(Ipoo8=JZ<;Aq4bG%D0K@M(>6>=I9XsZNd@l_#`#R@02V#rArCo1m+ zlvdsc|AY9w4DoxkI4ig-*0ZwzC3SpI*K6`@XkXNdJ9$@(#Xr=<*=OO&!)w)bMczq+ zL3o|Y^~^U-k^Nf`G*0#ooz;@wmUl@9!IIwOzKL&;^CVID;XEDJT5c5-cXNE5cd2zI zbWm&iu$h;k3aL&L9KjQEvvh&TG3bYuILb0(Y?J~(UWjR zj7xJ*U$!jvp=)hFQfo`=rB?ZqysLaXtnz_guJRbUN}h{At&;KEIB`C#R+`mQt@hEp zt34D}`+vP$?UOEu@2R|L;wwG$Taw+R^-`;R0(M}9WjxQ~VX(?WptIvmn$2g9k*gGY zDpqOT(*d>8te$GMPs_X7C%|f#_j0u-3JC!CDwiMh9Bvy)k~kd-5OfI-1I}GJb@X*S zdMI3-oflV!1Fp_2hO2yH1YUjWHdkD{bA%ANV~-6fRU|i1`1td@_;{iLR<@Aw0%>;$ z$7B{iEL`hQMxqpOuN+>H!m*Hqe1MZg!)13%g+Q}P;`58ZNsmUnsR}_EE6RF$0hq*T zDKv(nmz_TJB1$)sB)$wtrp1nsrF5f4*yr>LjT3#Ho{XiIf3wf>nPG+2{v=rYOWE4f zov*0cC`VH=!@$=D6~WVx`&@?!s0iMqLsNP#R$^;5pNcOKes=g+78$Z^m0_A9MZ{!% zEUFF$J0{Ab6L7M}+7YTpP%qLfPfk_KqpWaD6P)&%SQ;j1hVYdsR@h@*-YD%F>QSOG zM&a4#x)_|jfiiZk*A;?Eoa}<5DB}KTY@^dDb#gELv3n%Y_g##p($Dt#-XIcAb`M5U zOTX7=>H4`o3fBDvw(fLn(YfX*@;TRt*nf1GfX?;%9hy3w>l>`Ji2=!6WfoKO;d!n% zBc|F6%1t=eaG1;05b8tKp##)}q8d|O3RB7pQ*V@6F+}E);C7_1F9u>^0G&>=E5_1K zv-2p5q#yAi>DWzuG!WhI86~Bk<}(W85Ds#&LDYf|yg%oo?-*EZ2|8yz`sfUE#Q2e#tEE%z$LnJX}YBEK_z$S-!@0w9pJi~`fo+pbPG)*`u$xx-~^zjK}eT-`wd{T^SUliv5 zA}{8TGbYY{ZeMxXDu{&;8aAPOx@=_CU~|Gu%~|?pYjm|6ug<$0$HQ)P+-dJ-IZu)~;_`UqrM2A^JGbIvCm?Z&J)%&i(kf|| zV4Hb`O|UIB<9ju0Q}lIaV`#NYcS!7cDsxYOU3y0^cWE{3Qum>P(yCpDO6*l^6Dps; zwQ$2(j=>a8K9v_I{eY8?_YxAyo4=P&_NY&bidhHJFZlq9~YGe^?A{5!&@u?0P*kGSB1yr1@Jfoczg=Snp5xb{8 zsEJSZn)q|5zvHu!&x&>PG`;-Pyle(&21#D?|4j@{PV~hw>O)`1(*rg^dM|p5AMFkczbVp3HLY6+%YF_M z5G>;U7opneQ~iQFtP3A-pa~fcV0KIjWcma^W(#Ec41P}tWa4ibb9_Be0na-D_O&mI zi@EY+{3pgKm>rV<`;r7~$!IlfHfJh#F9DFgW`*l}Z^82rhpWHxFnsSE!y=tlknyeF zXs&3q!Hm~h0T0o3HJXVgo&v?DzzdUF4yl$Syk$Tw!-?h4a$w60tZ)LHGbbL$J#{7q z!N2&K;ER2LDLwR093nn+j_QiHs=ya9GF{B+jnv8e4q(CENeI34?w36nu+IWuhXrh0 z)R{Q;#+m+!C&K~>9b&PaebF`w*~4bGK!dT)(HtA62i6tMbdKV`udx3-VWc-#V0ET? z6H$d&9h#b6J60cU0@Psh0r@fk6i6;&IM5$)S);zaJQf9;HlDj#c+CUB$bih`25N8q zPh#5f%|A~o*N7rFF}$R+ViVx@+;VfY5kXvTKRc@E@nXgJz)a^j>kmWvD6!Z=MIs!Z zX|aWU`Z)c~sD-h=O%W@2t04H!QVyrMlEt5D6OaD3>j4vyXfuG%WwKZ2#<`~E7z$Yk z;2ms$pP&&wyGj)s`$5GH#(wDQs1FL(%hF-BXTZ1!I;Gk11Y$Af@dC%Tm=D&5g33RF z;2`#ap1L3I`ZV!7vk8cZ`(4wlw;Q9;mKnZU7=H?2agP<8%z(T|tl%*t{OW10WaPe5 zyT~i>Wu~*F5sjC}W-4a@5Q&LiD_IcQqyH3|<8nyl2{2+p^xxsugE>?AFBI&SR(=lu z$Dl=t8KB8=6>1Tos*iI)mQRRQ{+@Uge!QI@dEl#Q{}N&{a`!hs4*;0njAc z$(_VzZe|U3gpJzF&6OhouFC76SLG=D7ZPXXXoS^i{U~j-xYeWQ|I%S}iR2NN@?%(L zkHLR}c9h@kHvA_eWld*u=K8H5!C{~qzpWuqH9#-BXcFX69ZO2Ki6-(0$V^JD^O0Y3GN}% zv9o{k2FTxXMTDN%;54FB6`oAyM41HU)0R~t!oUUEf* zzUPyZU?`@m8>5h6yTVC$T{JMwWh42(2N+b)ZXzAj$FcMX`1C0WAZWtQ!=tdRxCf4g z+ObicY$e}VAkZj;|1>Yc_cIWlY0?;e2w4L+Ezt`K%o<~5V8qwdr!e?4tZre(91xxr zhP8cKTVg-22*#qV?QPI`YrS68Izu=vJQv%I8a2?5@{S42Kmch=;pN6g3HWQge=Hgg z+tt>(^TKK~8lVZPb!a-WJ*>8Y;iSyN+69|80M}@?q7Zx$#%b_yJ6OwrWZ*aZ6vX4o z&1eLuaH2j2^T54iE~gBZHSjf?sP8~;6xD?$Dc69kQ5S)34&_?A4hf);WkNuHhh26TZV` zM<=PwLV<@sf1p6aUUP7a+X>x7*LMZRab94M9S7%zM;)FA>mkrzamx}ZT0oc5Lcw{G z51dR+r_*{MoYqwwSD7g)HWy|5w&TT@sXX{*agx5y>p@bdQ_iYe0&IoIcUo(z&`KO+D+H;=RD0%J^tmj#VY5CPIk0;SUdZN0;zj z6~fzw>E(uk3ot5YFsM&WL1Y~S-(VnJ6kON{o7dI1v!~MeVY}HZ!|O*q(Fa+*&`s;F zT2IOca8HDYd)2?bwE~&R*c&cn<3k`WgxBIbo`zmovWyG!$v)iM5MuhcPEpR#zcm^K zi1=UtYYFlUgUSJxz~*d+~F%=*LUxC&-a`5bofdi^a2CjeV~wWI2K7zgzkcUH@flMk!KLx`-F8#K~;66?Q>nu|AVPT!oDbT$z;jYgX7Mx(wBu-Y66 zL18!DDvw$dMx$ZW@Eu62>f6;=_)1yli#c+1E%FxAy4*kUD)FJSPWKE*out1uf_dK8 zty#5dFgWo<p{cT?3jc2|i5p%XYQ{aDh=p6kR6 z@Gmv^vFU^VCe&p`G_n5(c8UghiM@N{>fHR+sr_B~#2ausOYaw=j8MPZ-{xZJ- zUYWyRhI>x@9B@;41;RuwGkmX^Yr=1d31_;@oOU_4PlOw_#H7M9*i7=s5&>XmMl^DY zA^WpDJ;d;zefCd0%V`TStMR9xztzT*xuczRi5uy%iCiA2)WD%kic9;_h~nCoe=B2r{bS%wSYQ+*=W@^dOz%oe>D0kZz3?@DKX{ z&t9lRF6giEdj@^7bf76FIi{0EAZ$vCNtyun=bIcox-ziyC8oiOo%dpAy}&u2g)^Qi zt1kPV$7O3d;fF(iAUK2KAE&cULGR{AMKH^~03d3|SskhU?nSzl0&j~JeznD?`fRbz z6R;G($&A39cmk(IAD)1B6z2))y+~vAZ|?kw-+bw#n*0f2xyQnvKF_6c$ayect%DB# z23<1YQVmlEDcM|R7Z7Iai#M(WzOoX$z3Sljh2^m+NhcR5~L|lexPL!vl>;j_9YP4xE2;h%3K|iH|MR%`gCrcox`L>dN%Dj^I6KfOHu0AO8 zneZW>7>h!q^cbTci*3Lngc#mdoe$bD&ZUTa*e-_YyjVWWvJ8Q6>u(D8Hx+c778%Qx4D$Ki3Dc9?+p?RJNzWE|#)+!q$) zw;mP?@gfx#i}dLz8eFJfKwgmwIJ0A7G&n5Z7N-6+{N5F&&MXZS4xZbTay}Mc7y6zN zUB}~VM>!)oj7b<_Sr#4ZWCe^UrrJMwIi}S_Mak|TiU1tJBDF8-jQs@mz)eXd)Ylj* z`+)4#dELCm%BG<{7O%Q25r+anDJ>Mj9+FFUjip5cl0sPJe{cW>n=;hs+JDV9qkrz# z3?_+2fdjsux|?>Rz`oE4)On6Zfo17a*o^{w3X@yt)*C@vXd2m@fs@R*MO!oq*wEU` z=-AT$7I&k-DH)K@iBaGL!zhqU^JWYrsu`$$=1Ezruv-MwR&-eez6%sz%p!0(!o)2C z3z^|C4f*$pL1daKhR942@)()*WSzJK-Y#&nNTUQfF-i5eZ#Tud#sQ0NydH6l28jjC z+!?M%X+?%L;v<)f7@4L>0pEs5LLMD$^>q;D28`!HH!^e~Zg6Sm?=f*U}IU>Pp~~smaS0?Bt-3KzvqnJQ*)%pzp;w*Q?*fCb&dyp^0DZ#C|+#!9H`Br#*oq1QJ%;kcRE*mkv_DHB(Rsm1az+c=gLFb zC`36gWutgR!M!B)B_^Cn%El`JQ#NJev+(=uC>t+Gb!F<$Rv;>`?RD9WhmvP2pl&pM z36rPj@Al7rQgUm-Fw&Z+BUpzma^sUi2ZXA%>twIaZS$*(Ov6J=;kOszF)?qaSRrb; z)Cwy%;$m^EUTV2s34^+8x&9JbrzY3h7kyc$r=pozbbVcJXt`1lpQz?~dDb%QYA&@G zU23jz7_pd|>vn{R9AEiPGcCsieC7aMDId!88hCBN+QBJ?6l~ z%e>YhP>EDbn$cIPm2&k}XZNE7qu}zXcOla)E#$+>(0;c>yY>Ql1u5;&BNefXk&z11 z(&rUQGo7IpDqp}JTnVH$AXD#fpb)!Dn5`(cr2ai0 zaD}8!5HAHz{r{kUmIS+xgb-v@{)fWXuY3StQYg)iUV*=0v!|Xs@w(%Hni7?6kkMXu z+Vbvmn1G~Ev3DTA@d3JWhsUQQGxLPRfV%8VIFls5BYtR?{Eou!sgj>Lega@3V<)Ug zro%NmCINPW1kA{WexemFmNB`g`FoXqJwjSNhuqFj&6Yf2pqPZ|liqn*45ogO|4B%c z%62VMI@6n4{Hcz~p8@LpBt^7ZpCNm7Zkks~ks*>vggs31e5qWWt6}H4nrW{Wo*D8;M2(cn-9a+N!Z(S(Ydi~XRC*s&k%sh*qZu-c8;b?B5P z01MF_joH^ZwnZ`DhJs#-`F{e?=CAb_rggxl4k728@_P zf)}Zt5n3U>^TWjC$kX7nllZ>IIn}f9JW9><{0W*@h~#Fb=ci?7dNyY<6Fq+c2j_{N zU8({o_VC3RRHnG%m*@F&Fjm@0G)cz@!u$qwRV3`1=lP@1i|2X9z2`Du=D^wPtMdT0K~VZ0x;`!Jp9JJ zMO3Mfxhdx=vwS6{rWA>QA!rv;bWc+#>I$uxTQkIz?vO3K#uOnuf*lV2R0uJ^%y1U+ z(2PJ;hz$DATo*uiD*9&hBAF|W!;C`lgsyyoBIy!wgdh;nC%cmji%qMcM>Q)NGy>V_ zx?_}KUsY_TXv$I?uVmXE1l4GJRE4-49`%b=i!nwg3P&e^BSDhyCgu)@FUa)d0OA%A zBqcX|4TKYK9ET*~twHDk4p=hlI13co(SRzJ&6V&o&($=O@< z$pF!6T9E=KfV^XTT`aXVg2ni93~K;0o&*3RPek*vKCDA%s))TE3EbmI=x^0jWipei zfSJIOSaBx7MsSHr3o5Y>v0kMWL1FeGi^~eu(F?X=Wf{A3KxgG3@6I79@{hxrFT@rK zvjlYlbFzaKEHz>=R-l0B4I6M$V?3iEGdPJe1HLI{i<8WL0`nK;-5vBr zdVaCpnXS~{vHh9VY33q<`QPN-BaD81U9mmd#nXDLQ@o2Ww6F76%wPVGc~8!vaB|*X z?Bsl`h!9**1Xi+VJ^?r`cr5<4^mP{X8k9J7Z(fqdH1?k_M$$JFRgfsU%=sqL{I9N` zKVZaTXg)zu6!9Nrrq+%494%$(o4$H@+$Oqdf43943`}J0UN5 zGktJ-k_{SMKAD|$?@e}F^jT7;rgAPq-0RSUx5J?B zK1*+b)@c-|96n|-G~tLOPM4g7`;A#}+dY{S^1D2lR=|ikJeioo6|YK;Ge!#`HS#rr22Oi=WuZ!Pq>1QfNf^$w2naM*{Zk=c0g_a#Knz zWDk;mD=zU!fsMgPLpr6w=}2SWFZcl()*PrK#G5elbw-Q99-R` z*sby2oP5`n=Nf`N9dYBELg{HfD7En4lNnac)ZhEk6(f$g{98?XzSp#Lym2nadjq(xmaAdyM=#mCyEz8@>W9_iYWE|Tt@K@^T-NiXCYzLi=JyRc@)WV2ew$olO=L|B(E6J?h;J=`HOyl2#w4t1LdVs!i3+&;uj$43Py|`0b#Po^ z)UKuE`3E0V={yVZ^gf0sCqBVZ>cb~+g4gqnFs|XNv^+ee>?AmrW2)cdsYldE?<4MB zZF&ulU-iMG<)GfnSK6K0NF%w8JzK4~2YWc8I(GERjCQi@*O#_imyTZ?O+xI!2B?S1 zi$}3GW2nWbakqb}D-F3jYjs|DOjfgohy56&X@COOlhI@l;TSfSyD!Zv$V2|EHusPp z`@H2QL7ziX9=!3<1p7GXZ+*{M-uQ;fe=RHOO#O^$8R#HhBV@cB9MY_!1bgn9cEf2ou>H`CcwdrePf zBAgQ*FGwC%n$Q^Yu4gPIe!c50OtJBce29Xn3y4!-690{iAd}xTDCE%-ozt%Q^wpiW zu_@{2G*)zi!vyp^e~Lp>f`v0UUsw)e6PPNoc}e1b0|4UorbMKY29S`7I{lq|A>Ep8 z%Ux_PcW#sT&lFtetCQBL@hq3j{KN%ZnyPd4P9Na)bA>UJZ)cD@oh!abA6iBdc!k3R zbgpi3XiDdb6P7P5c&_-HD!nJcBSc5>&`Iw^YB=$3gPTmg+|7-&VMKpUM@gU-u@J zD-0A<_4%Z7Jw{jc!BG7oAI!Q-Ao-Y3>v`mJ-S4Na%vETSFrVu_ve!K4b7k1a6sZG${1ZA+uou*pjFf(m;a%KFtHQLYR` zTRZ?OqWPgO(NuoGPY0&CwQgHR0$XCC8Lbq6zsd_Bh9oEevlJ!6&)!Ew$qDHa;uSEB zU2si(ij&~SDpMFjL>BXv4G8q5qNApcj_|$J7e<7L}4Hzuwh(*_Bq+*V#o@qr|J*@)G>vK=3og z2)=<&mqPj%@0UZII_C|9zRrA1t@ix`dG{TY-M*&>`(8-#)th~v4-jbI=Xh$h?_bEf z?^xpMpNsALUocfgPK{$Pp6r^#At?LV zq#Uy!>jn;@jeE_YZWL$klf6rXebUcd%@4w(3qAK%%3kxFG}YV%=E$fV2v>Tdknyp8 zE#dS&H~{BvD#f(+v9H7bP~2yeM2yuT)9z7t9&}3c_7Rvzzq_+p+Zc>%Y%tPC4&xfl zS#xV17@t!F#zVBLj?ph+S|RlStp#69U&r{SP<(wJ@V9fcWjbxXJbiGx(=(PFT z)G553Hu>bq3^|o}dYe)G{i!RPuoM5^JMPRq>4V#Mh6YzVlaW#V-qcCF_l8gJvp3mo z(VHS_2sVGBc}V0x}-zj`9G!_O$%Y%x}a9qlSvqgk)>VI}@M<V;WC{e_HL|nJ1(3TZScL;{a7* zl~VIV@pj+CQ1BoWIs|S9fXl9CqWRP}!FdJt2fbU*=KEu~NEqql$=BBSrnvQHuj$D( z0_OzR2&57#X=r+D98v-9`U_P=6ZsGg^HCv&f+^^?GO9_H3WREl({{4di{cuo zlV}1w5od9-G!lbefP6Z3FU2X-=}t;I--++(7x~~S#(yza!}IxS@}BS4cuh~|8|QR9 z-zVqCA{?5Wy%ip~oKu=1ce&Rl0X0lYZ4&%-m#Iy1kq=45j`R_L=nEKC z^}aTV_ZG})ZIZD9SbG9s?b;-)X|GjTn`Aan0k^cQO;Tk1?Aj!4A5`f)3-Q!ocyhXi zIZA!_1WvGpZ-l`o7G`adzxKhS<)FTbue3X3n?`aytRzDBU=K%B*Wf#RP@$956Jf{S z#_-@oQXFMIB!wK2lT>;yx(1)^4h!eA>7$z0Ai{#zAX#G!5?{czNxtE;xiLCNKe?|l zoVr~|=4*J7)h78xK}7v$5~4JQP`IWDv4O(lsKfuL&$9Kye-seMAK03m4nIea&w)eg z`?13Wbod`|XiD-pr)ghU)ZtI>N$?0eqX_R#??kx=g}E1ATGGC6c1+4Wcd*YoR_ry!CO@dahB-cEV*|6sYOD=~kbbGH0 zmml=hyF~Vy=Yk~}+ZJ=(J1PyuT!9($f%EgzD@(L^_~}K^DebK<@Q!|ZA!{3h(a%rs z1$kh+u?UPk_0xNO9`JAFXv_4|yFGnyyEhmOuDroglPlhtI)%3{7@yqa;(D^KZsN&q zi@sp$fLE?Xh^63nG;_yqx4NW-$`^1`&!mQ?9O3oH@cj|Ho}O- zoWp*FFp+Z@-)rU^b|HMG=g5N)`6*n>g|E2^T=cDBLt>_HHzif>^`PsOh0B`%(l_a} zLY`xPlIYe%`bAtghIV-ouRsyp<9!LPatQX|rEk>6W;#9%{|OG-ZkIr;EDo8*N*31( zOq6D`neI9+fi^Sx5=IlkY)yYD@;t$ZJcSm9C=|o-kAwbJcdSf;-R-Hz1F$Gyhj?B* zdgsgn`-91O*7E%^TpJ9pJet?|rpV(Wuj$Dmi*tgW0I9@E8rmhb>pQR!es}$aDx%rq zLo`ftM+^nsm!8e2#z}L>X*>B%f`)EVmD2=xBA&s?(omDnpQqkm_~0tWe=%lv2VYIz z^L?||^mM*)PRH||)7Op;P0rqm65rsnJe?8`0@S{aq1K5K`7ZcSBJSNY*aW6+;;ov8 zo9Q~LIiYnqw0njg6!6ru<`eaB)%&o|j>PC4<&6(m`@NCqVMxTw0<7Z)#n>*>z&RcrxKs@h_uDeV|p*Lp*-Ck7A_&Dk80jh z2+Of-0+TnKetFbtH)_qbrA^`XFsN^>M58Ship28Pj#6y^cmcI0!d9>&YzFOSG!{%i zx_H~uU_UXQcpaz@YRmThC6KwZPaYMJqw5wOFZPE1Rw>Z(Kroj(w*};mEx67jlh&z8 zyDnAX=)Af#RhzWR2YCHlVS=d@405M)#TV&A%SZx8I7}dHlMYSER>}#>7ZyBMTr-*8 zli(2w7%y9?(0;=0AobtoY)Q7#>tOk|0&;cyo@y&K$Je#^CO6ntM5Da2*{V0fZP7|#^^KKNJL=VHvlXs{VBLCi zCBw)_BdSJWGg`Uv+|4_y{M$+@BO%Z?G&Q|;tUlUoH89QtLL}XA$xNho2=#ua&)!R1 zFG)WuKK6FGII9gbp?I7^N#$)g0E0>yyALw=O+XX>tf2USHxy{rwnCvYzgUXHX{K1q zuimBOK9>%*J=eu&pp#4KxNoEnZntjI;EvYK2U4f-wr=vtP4=eqMRBOmH2w*Oh2$$x zv_71$)eGvP|^x+pP9=2 zV8b#>$DIpZm4V*1bli#1ikV!m@Dsi!@aHY!B^i&jJiVu+H;1wUq-4S)a>W!h` ziYUU`Ul9~kO05dF03lOUQ1zvP%5|K?vHY8LBQgrR5gW{Cr2xD>FMvx80JGE_!{_fV z|8`zjZAJr3lLb|r%FR(IB3EukBisiU)Zp+g(bV5iWv)EVPRT@l2PW=OUDy}_cmRyn zC-Ef%+Vobr)~>gK&xNfJ(pH8wIEumY$#CZg9H8Yazz_Z?Pqrrm_|T|NP17J-%e5Me zF&He5o(nY}c~kb!pjo~?3gGu+d)F#YB3mD)BA(D75Fw2~%0h`75k~P2fU&j# z`M|v`GC@I>C@BBgjG78Ps|HF|+f0W4$E$p}oUq3bCq4!k-CsigT&=g| z73ONa;AjotfOc-SA}CT@qX$JS6{{E+3O0^IuD8}8R^NrJYGEUU%Oq;BXzv}3aw}@C zWaYDXbp+1AIQQxa=Te}!a;&${v!$+c8zqKXG86xqp`jcf}|jHj6dal&APCPBQz2 z-M*c78!&^+eQX<2U&*4d+c)@*8M`y971z}M%<43AQP}ObdG`o?g??3Rk9P5TXNpR8 z@r6Ft3cK-oZU_9DD;%8_dP0?hUOoFl=QINbny;^f8wi@(xZ5X+$ei<4&yBs9nY77` zk?MTx63gl9EcRt6VectXBp59(xm!uezf$0&4w`>5>I zdHFnhCQ9_oaA!c}hIh1{#ia{hgs!iMeb8ewRb{Z$(hA>{Sg^V<+P(1pHG`W7G^4ND zmswlQcM!qxOXKoj9vFXC1jgQ0^;+^9^W?{LV|E33(5|yN;Fsh|8?q^{L&7I_kB7SxMBPUFhI?v9(@@ zz=s<1q~O0Wmpb8M0daCNJT8D(xgAlpivN#qC@B6AHOix`t7s1{7~8{YJL+!^Ng|nx4)#&gpo*bLPsRLzA<&qQu|( zEKjFIbToO0q1K5K`7ZcSBJSO-Yyva9e8Cst>HBXFu{cJsC@>rf{oz(H2zFnRiG=n? z{;hWMc&}-RP;o9tLhWV69HQP{4yh1vvJWD3l18QN8isr)lIHv5L(;groTSrxk)rgk z+>aL*GSf#j89l;sqvd$rf4N9j!E2b_&{du{+#X@zGWs>w;h#YW;DF9A=qa za3Je%>JZ*o0B4v-WjYCGnrM9G>>&cm?>wvc=-I`0Ug?7-omU}_{*vLyiC1xS`tS#w zU_0LgLl9h;#dqH0gGb8|y@RiGS17)7j}Izzl0wgyk1{+skrYRn4@n^}|+> zJ1m^TrjKe~e+Ua+e>~vUWV#Eu_|Ahqn;WBZ^lQX z;ZN^L@CZYJ@Rd#PM0uNpSq5HM(hO&IOv>BzOxOxrLa8h9dsjj!=8#ad_|C@UA~oLb z6=yoRS0qkYz~AEOF*9G{9GU~htkv1M&iOP7LofPcY?Hk@ub*#!j70QxIcQ+!_SL+S zQ4hQ^UMO+k;f?V;=#=J?E|C0XK=SphZ6R-rH{^lwwcaqA3`0+|A=ZNye?>HvX@slS z7XOdJpzap`yE9ffCl>#HS5}bh0`Q@%b=X}1)Mj+K0BnU3i@5-N9bqCD0KV1Cl062W zNtjJ{0r0KCLPCmfHzkw&gdh`FXR3gKGReYbdkowEA+fFLBNlPp6WZiOyaGjU5Bbtt z<$tgTuiT?CL!$h z({SJDdGf2vI)|AktXd3cUbt9oIWb4^)))$n@wOIi+L%*@IC;<**`jV zAkh5wZoZIiqm)G=F_$~HB^W+eaGjq?TBmlsy3|#mqvq07ovZtNfY;B}p|C^WV30eV zE51k{T1FE1q{9Ssu0HP2lr-j?uzX>`bHz0b={*S^@sbkH{`5|yF&A14;K@>rWp+%` zm>>F(U1Q#d-%~Z_=J>jT4X<4SOk|k`z+|p^vttrqfdtGb!En44uHKhm*u0@PB^Wku zh-u{+s9J%UiIgbFBXm{V<_)q0gV4O+Dg*bH^31rx%S8OC&g)vhn;TOV>QSt|aEk0T z&(#+YjlHhEuu(3~sw~$ctprMLH&9Z!00&5`zJO5kY~)7u1^BEs=4x*!(Ac3iMuS3y zea7<3sQ}N|4=Ttr_CsGseNeDYro(CvL@YxmSMx&T*cMgyHWc)-Fu^MT7I)SCEg6u{ zh3dZYEC3=gF7IVo5ZaaU3e8m6X0Gi!omdX z+F?|Q)ZtQ?;0Mr-3KQIk|BM$VIO`lLTNec&V(5hl%rXSb4Oo;JfIvK6tDq@^P1oDU zVbuv7M^b$Krv#}WeUr#yq8&3e&2NbUwJkOr53dCSgF+9+H?|sKtqB>ZMapxTSsKd| zung5uO{xs}rDdk+p%RQxWkn-`?d33VD^;*LK2Nz>8jHruH3+7pP)ohwX?HNO0t}#T z*4vHI2x?YLh0Rt8%3QU0u>`iFumMg6@Y`s+!Ac`Ar({U@UayUnTjhEUoXP7o7Tnnq zO>vl^l4CiA;Xm7@u*eQZA|BbVu9%cVIp9*AvETWgvC2c7m0$q~8<}@9N;}YXlhH~6 zxX#|riXW{l&?IR-n!z}{Jn~wfPi3+PXyI7%IBdQo8iCdc$-NP@ z)dI9u*d8IUEa~>;v~p#^SX2!~kq4P6ZMAJ!1Ea=bB@gi(mcv7PHNrr#A+ubAu$RdY zv8$N14!9@P(&HE` zTPP>|HG=SY?s^N&tCMIhidF-ZWt>TM^jvFfSOCeHERX<+lWtBx#-gq5ZE&10%F!$s zL-`+g1O0IAn22gvb)yPAkAPv-l;tThiqq)vPHFS-;586vftFfPI0jsp1{cvls80h) zC~Q|-l&dRO{f=cmmz1y#&_#M8+*5}`f2&D4^V)j#lCJt4c!9wc(gXpLb1qqT0WT|c zi5P4(`QjjkCgi=K`_hn?lp34(p^c}iV_{y1uru?&7nhLN1ysDO)9&IYH5BFWsUw-Xd<6pq%Z*->?~*Yum_kKR(U>yhc{=YsB!m z*azP*Lf_B-P!pczH6eLf;4EM`!|Tg>XU$R(mCJl!Wu{%aU@2A}UuGd&MQb z-}nZojNY?54}?4CTZhykl#*AXs3*$1BL~BdgltDrReGZ0z;pQK8TC|NE*6+a(kLQl z#HEb*&Mq*(`Z~81$CM-sPnoO>SBiFS%u74yM=@QDb~fb{3+3gmgu?jl_k8HS&P6WJ zvK@*mL2U4<9k?~`4q#;YYkIH)IV5S@ir9UsI4j$MUJgw=kTqnE9e8iv9q5A{_`6~| zP%HlU@OgT~&&j+@-`APzY1L`_Y~H=bNb64*+v{Dt+><){yZAyMn{}Qrz!k6po;yWbDEbGdPh@*Kihko;UKSdsi+#zN)_`93{l0r0imeksd=g5 zc%X_W7o&<=lL_G=EW%ey-#!0wz@Y*hw=L+*&x#qOUr9W!_!thh2K6 z?=G20l!a^^t}s{@#&NK zZ#NZXx5Zc|b;K)oAzFH!rfd+<;2!HV0IkzrI4V$Nt_qXsoX3n}!HfEC@MH%ho{$B$ zJpfAKzAFIgEwC3k0-#u&7B5V;0b!!7WPE2?w8`6u_QC9*o|SB!EKJrF;xOK*PX-~m zdIhaI{F|PK!jDD^79gZDsJ@B z0^77NTo^Cp+hllo8ELX;X5*Whe#UEh^7+C!!RHH!#Y!QXGT?`gja`SD5|4qEDzbT} z57{vHJK`)@YseD6=TI1xb{iDp1f!LU%jTMGmdjQp7GWBun1=+M^8nA5BMxgr$H=l_I-v@ zCmQ6~_n|@Dv*)u3%+yT_zP#BU|K}kZ#|RZ2Yaii@HV9RgGoy=0{;hWMAg^hOKyfZd z0_|ljGFnA1hg66-)&~(fNn?4lqo8xzix+t%u~oiLJ|vC1%Sk%D7pY)xa6evL&P*TG zWbp{gHp}sHFK-5#+T`+P@Z&C1-t1Bzf{GnzETeNFqbawVGCt+aJU2kbhRsEJvuy=% zhW^N-NjTHQVp-m-_lVHTo8=!pyS&*>A2jK_3USnCIC8pvIXZp#15R))-vmPhT$ts} zUh9KL%Mtx6zS8bYk{Y>fWKmBLQ9IhMhLD#4Le|1oumb}6S!4%lafX6RYt?D85H2oanTL-staO2yvn%p zgInBT;jA`&RP!E0SnwXCL{tW?FW@?7_xWsYjNsA#`Rfd)Zg-L?e=o8+XTK_lsGlbx zO5+TL>yr^1C_Iij{CoVt;}N1Ceynr$C|k4B;pgb_IdDjQ|LHIR9sVCXG$nzY)3h%v z>hP!cBzT0?KqSve??lN_g_Q@MTGFa#c1%i+dOGZ*tc87FG&v$ zhdO6qnMo<4mD{D`)R;?0;v6v_50P>8!_sQKEU~LlR;9F1C-O??6De%R=<@MQ*=wGQ z{-keH%m?HkZk7;!GhE-NyHW7pIsQBxKB^KM9u6N9&?)UnFVKw+A7iYo4ymq|)F9PA z+Z;Y#oCngIydgE2i0=0$R)tOliij$s2v@J23f=*Ox;quTEn}5);#6SNK1-$TL@$Fk zXRX8TWuP{r%gf**7_pd_!955Qc^UAnW?lxDz-OmStG-3dNO1A(rnutQ2r_Y zrz~tX$guroiET|rT*Q^bXplQDPgxG#~xCY7M>f#QN*9>cs}l7k7sLao3P^3 ze$XGb$*`RnP8&3{@l8$tB(LeohK6&(!w!kXN+H@M@ECA!AOt@KR;tM6X+C7blr6+r z(8k@*NH$gO5f(>I-N`b)=Ey-4;F(y$CNPzF=aY|y>A&agf>5$?V&S?W4mmxQ6uLJ0 zpeuIBkr!{^3(9-QulAar4mr;0c*t}3V-Tux^i)`#@L85lgox6Jq11^8Ire>s5GPo| zCP?o^8n(UMVd1xO`lzJt*Y5HMIj1&M{qs`)>^7e*iyZ{C&&@DQO`lojyO}fxz056uREVE;hCjAjuzD<+9$0J#qbaQ-N$%Yp$0Vays z0AR9Ol-V%}uo41rCnOyf#a1eJ!ylD{tZ?u@XWm>dlo5A0v&Z8imbh<;HV2@2v7~D=A5|K;F>Q z^xCodXtUM85DakGcfur7r{5u;O?~!GTz%fxN%~pwu#@E4ta|f=0%!^&l{Gj3gG$*& z4m5U602BMFU|8=B1KK~VFsNYD0}Wc?FsK@6mS6iPloDU%i=~S}eNbRuoes7=#`Fs4 z)ZRLg8TlBc4{ncqq`_6><34y!1pfIS3jSv56y9-V`xtTTC5jJWwH&>3_3#5*ZK`&m&4L6h*a!Xk?3P3FA_UHw0X)=OC3dl&( z!G!dmLOTis{W$(JUcT+*^;_Z64o6!7myVb>^W;=Dg5XT3&xPe{;5KJ2f$GYaake>o zE4KYhf=LjvNklrw#Y2a7vH2HT82)X@9NvM(kR14gDrXbr>KNaGs9BQr?nEsP5VM${ zxuw2Z|HT^z%qnTTQAsb7(ti$X1>0QS9zjhLRhx*Uzo38p#w%c)uAuAw%^LqN2_zd<-pIOF5oC!o?NaDeI%1zsM7pzwP2x^fG*2+AO~$EL;k z8k??#ljTtsSwC7wKD;w%PD2Tz$>vaSUIPwPaCv=ey%ntAI2f$%Uk&-hIW|<%vxNjz zUuS_pqo^auOC2n13Oc9BDJUmUD#T@S9wM(xz-nd`BA6m(IvA`U8VnQ{9SkmjzfTA> z9y=IZ#%OC5($)s5&jc*Fo7E2mmrYDJgUh4s!G^)$l+*f80j|F4lv7rpbZQr+%o6~8 zow=V_?f93Z69-Ji9&_PKTV+K&hb8MRf?(08iAg*~UB;sCuzn?{Mh~b^^C8Xlb^#TM)Q` z-`ZTv8!ByN{emk-%Y(t1Ri_RHC!Mz98Gq7;)YbsoN-yN zXArVM?*~>JG?90M4ucIEE4D$&Dk*CQND`~??oyJChW{I`h~VW{pPYnu9!ZX7ky<82 z#-D$|c_7`lo1isDegk4nGb%~B6Jx)i##w!|t)7th8o=j+@yro2duM)uQ2YAAy!(n( zH57U+u2P0q!tfI1GiMeI)=FNoBt@Y06}timG>S1|9;IHCIKy$+_R7TD3%g$C>wNY| z*plfKJQ=p>ui5d-V@v+I(7{9YCajF6Z&u1i^eG5;25?A zi|_ibPVzloV36+%&JAWwBo?cKn_iu6S>lch=u%oJIKScpC)4Kd@sjU<}-B` zvtX-N=PXV#`>D47BkwjG4cqX2whgI@OYtWB4&O236}UUqHk4LQP8qHl93IZQOUJ@4 z{jcvXFm9S&Qd(Twbpu{w85icXN6LTBm6Tm6>uD(+Dq1B)S>Xii&KA z5(#h10^Dw8SJ>~evTuM9b6DA#GXPH{{8EI8Lj3sNGP~RP@Y%`Ge%8hs$c1gTkE6r#9~n z-_5Jsjy-rpokCica-ee{M`d$uX)73s*lVKS3<29uv=C1X^+ADqj}N%wolFof1iD~Mx1^mWt+1#cw}yyM>Rn(R&I zi(+l~oUrX+FTHbb0l3|t6EDkH07dV*2S0Civ+lPh)!QeiBFLngXZD6?N)9 z9fQl1wETQ`?}4$>n1@L{hVSmZ&{a{ftMBeVKrimQi`&h8cb(QRU%W@p|DDO`63HV& zm}HXiccC3Q@qQ5h8F%76)7|M*T-z&@y;eSTiw>jc>qi8opnH?PboPs<72SI0U5H^D zV#Dt68ZWP23xdhLx5Pwd@X;yc-dnQy04w+2Q78A_61=J#^{MFq-Fv~3kG>peWL(~~ zc;4C^Nr!?fqNoHq6nvg5&vA6R=T4e}sD_{Z*umZdH@&`x_*19px4x&T^52|cpf|0J zq&qLZ!rARZczkR8!f^j6G4~IlMMFn*U-yrN0gOWTo{+TI?LkJ&OQ0LmTv*Y4^yN{r zT?M5hoEI%?axJKZEv0G9Xr%x=I4^+c2BZMYQbi4)C;e39s|0)>Hm$#EJwNiyM@9Xq zRRqczS>oW>08EYJ$%9m_7kCYV9;?=KzQj>4; znw(rla7NIgA=<6D)|91BRe+=%6ak}SYX$x_KHxKVQiU{OvF12Veomu| zO%`jK0C(nOHi6*<*V*k)MLI*V=Qj1ow9mF$xImjD-Z&Cnep7TNyS^*xdYKm(bU1MC zw8JqA{#3X5z^R`COk#2?$JK6sDlp`YMO)jZdpDHtgct(wxq!Dq$>xx#dFs43?>1mb zhQDLmkj{)K#^zmo$9DTuRRhRIUamo$SU3hQ*>3(+pUt~V=nR7>a1)7oN&If&KI-JbuBW*I=4=@@uW`D zUmKZ<8k6hRtXee~oOmMo7YNIp^2jUWTuJ&1_UsZRj^;Ia6(Zz7Una?J>9Cor6VmBSC-RLqM9t5=OeXtwK^g-*&y1` zSdf(g+!ve7e^GFyasSD{0N_8J+Q={aZe-<4*n_(mDuiV!_=XRYid}xuHbE_0uCa=!5VEe9OPn1gmDr}q!GY>&=3ZR zGU|=Vu!RBcP>B$hAx4R0*Z|EBR3ay!;N+OIWk$aJ2Yj|n=x1oxP#ga}=x@~=W^Q6< zjk$L&`^Im1Q#ZRW4I{{2{;lZp4+R#9-kiVVi!_u_djq|RDcQf(bo=e)Dk|g4kCaU~ z2Pm5mwN`v;T;zCXRDoNoTVn56E^vr@et=UY&1d-RmgV@K#5T;V!|*sDFR-kKjYc@#6eMnbROGV3 z3jm^ZoYj%m?_87{DX_Lkp;y~`mCyF-+yGNiUBQSeS=QIM0jEPBZh)5$=LYG$NZ0gh z#yFf{;a6Jvs3vDZSiWuHOrIBl4yEyG9cmEY5NJn>3oA^G1ED5DZAJMg0ufMp@y3XHA_+(+t1&4L8v*`U z0}+T2`hw{#AU{{MvxS}EpJQe08dgcOWL~=}W`nFR>VqPmm->)Tj6Gr2^cOM;%9HHi zgEowFNg*G$i(xu1mJhQmLogTXZwmKsE{OX#B;j6@MBcmzFbXozLI+cA+WUPrP3O00 z1%D6QF()3!H`j;9;c6Us#aea-~LkPl89hE`^REy%WV53B?J> zDpGZ3c1(&h`Y%|%Edc75_`NI8h}j5=mIFRNvHY#C1>_6|3rON*1&`XHhW@!QmAcyN%Ap8X zuT|j1X;tIF4#fx|airQZ6 zOKp`GVGpkER~wtHDgNI2#x}?&VAJyj@SkETA{?QBz7M-6==|_SP1^ZL7;3oLps?Eh z^**Q<4{O3c)|$K(`dih^md!A|UcY49gOMm(>2z5_afa&p%huP@T)EUn$H$99RM9{4Bz=O+v8+0R@1q1 zT1=LXu_@^}HO}#FhY9G-eY-L>9NTbAenrS(9z-K3o(n%RfA%&x$X5*ATnz{O_v->Xu zqu}zXcOhP%3;M7!w0};bU3&q&f*b9PRFKlgPC08z$2)5fNdG_y;>{pfp1qdgxexDt z)1%K(IUxA!0)tAC#kYLPqH-Vh;7TC10hxkskJ3s$=mV~h)CpotEBQ0%pC!Sjrj`7o z4**OGrPd6z4WE@aaqS9?2+UrhR-cKARASqPr9SCrIfGzD>DMEa zzH}%K|I}>B69$S&m_ErRS>|RT@xoC3B58&QP4h@9c`2aIPg2C%@E6Knotx%WQe=o^ z65$=wCuldm-mxv(jcq9CWqQW9 z11#=h{#!C2p9?X+QUf3oCHOaHL1>rY6`H#w`14@I91^@p&xp_p@tq$gCP!WXpPj__ zHO}c71shGx&iG}TSBT_hcE+b=XJ<5LF_SaihlBIvj4nBe6??cp29+tU_~mB&CXAJK z5>3)Eax?x1bX6qmnw#-opcl{0hyuG1)u=;_>86nsQ59ro`yiam#qk$b>Uv`c>M~z} z6%59r@p6sFpTSGjma|a=xZy*V=8T%lp)3VNH8!CnD-a9ReH{hQc1*FjJ*>7Px&Pnj z&BBl_=4@#&S;pcNAs(=lA0uZ%tdy_^e-ztDVfcKAc-)MbR_Luo(HKO0)-i@uY!~_Q z3&ES!`9mN6#y5LfsbUI!78;|++Y4C6F2Sc2hT9r_3gj4_B~ zfF+cNBB(5lgEyzbQG`!WVFZ;=ri0dwdPz*iropB$;uJ(UeBrK(QbDV8fK)Nnkd|U$ zSzhu-9fytlJL@1@D-dpSwpOPEl?6vp=X-hH1s-TD(4zD*GZ_xQK?XX@Bh8C-5t;-jJ9YWJZemJvH8aD6cD&xQ#UL!e>ttnwkRsZa4J zp)D|a?6}3wuZqE5JwW5|G+k>0EX1PKBZZ-OM0-{qFZ8~ezxuE2t?Ul~n z4$FXePKEwf{iB7J49AG!7LZb$h*AltC&VL3paj%Wm}q*DN7a`44S=g+8Tt_>reHRK zM1o}PV%f?98LkI$dNR=f)giVKiIeJLb3szMjFXDtYqk%Tq7^D0{)ggfTfHVE-!hy9 z6sAa`R=U)aBp#VUZvv>)HVW3J53KB!Lx%|Cn5Hku z=OTY-#pNxzy@FSv`sI01jn(2`%ut>B5EI2^U%+?8NQSt+Fwck~zVc>V4OeTN<1#p+ zNMZ%9BalPY5nnx^Nj-1Pi>Jc@Pj4)Sr&+9CtY~%?Cz<^c$#>`79ZVMakHvQ9>LQnm zhy+i%S~S!3RkJgXV9m2Nyka$9&AUmM1@m6tO)_nJx_Zc((UUF^^0L*$yo(*yLU!0q4owLbEZ9zJ z7y4V}GsQkwotWL*>ARh@WxKJL>o92Y(@{Pou8Z_X0evrH^qnqe5*Or0!G{at0YWaw zEhFhYi7N{&me2s_&TV{}h#+%|;zv%#a{>;`bcUQfK4fa#nCnN^5>hf38+Ani203Ow z>6L^Fh;lsGPb^IEJoQ1by=OYpgs{n@tHH&xSLf#Wb_0=^=t?rYFQJC7UpYLO-<7|E z`Ms|r|5oUlkPEkZh}gXy#xjnMz$|(@TnN1{VOc%P*@;hE`fQc5U@wnfzO!`+rSg@Q0HBXWA_A>77Ms)1NYpI-xJOpnr$1L)g^FN|HyVQ zm8lEW3#YSmah+5z8Z-E|!vrMcf6JjMJvumx@rC7|IJp|>Zg0p;Dk(IE_!eMl7f96( zsuJ#l0o;L`u<%#RMgjVf^7isrJFGHBE!vgGgXOw9arwH@9*OH}h9@VU!cppTj&Xvs9VQ^2a+X6= z;wk)0_`-rb#Y2%HL{Y)4)2E{lAMp}^8&^L4%#KNsG`GU?Z6Q9d$M0PsK1@YHi4)E7 zb!|SrrU)?MsSSY1UgIYxiL!chIf zqh#GB^;#s9JRWgA_W=Ho8U=YJA3~vqz&M|e$X@g8!OO7O>o}h;$<enID9#nC_x_V%A^QxX zde64cy$ohr0cdbn@0|#(Qv*fzZA9ZODCs>jd+NQ)cL05fioE4n5ZV=a3e8=Lybr;2 zITU#!mv1sCaE$DG8qBm62hS7CG!}!(JR5$&OxI>nz*3;m zvHIvt<$f@)8^KI9=&Cf-uE9*3p%)Kk!o6OE!A$&mWn_uu;S$Vr6SSjXrYrHE@nEL& zRp^OU;sA;mhx8b=7J6eO;SCaIpjSKSPcg1z5?n6IOlu9HMa+>DeyDG4 zMvd*f#KoW*2wc}$r8+Ez(HMjxTFv$(s+wC9VXK7mgW7g$xV2m@x26FWt-9TKyEe*Z zMLK|%;Qyh|fuT{M35wiKeVm~ZkXe;G!E7&wL1hZA9u_nMe)XkuRBerm8QpCJvJ-S! zZ(NKky$bd7tw@e8{a%Jj8(C=&9cuv9w(@p}t?7qV#qu zMFZ$%l|fLAzeZSKcJJQe+&v{xzSftWRBq*5bZ?OJYzMk?W>!2-;1rNkbQrb7cjR3n z*6vYDv}hAebK5Yuf$YI8ZsH*WCO7n|*TPr0A~icW=P?)k@)4h15?WxQMfAhH6Z+@V z0{M<2^@~;K==gWM549niZvBM#ryj5ef20Sp!Elb3 z-jr<2Gy&dYUu0Bd>JoIF98N&?pwBxrC0OocO?_ecAg5^E#ymVf?)~tJoE`UmbKr&O z-v2D0lMxe)jsb$Yk{u39p+sfropT3u6YD*U)-VU2?$d7^#7sLaET+qWRekC;*;>KLL_ao{1xc5VQGS^OU)jqEkg{=6p2nH5%9KaWbo7h^U3 zS|PrDur+5uDhxpT*w^8IsF%}S5(`$-vEBCh!HmNt(2N$s_p!Dy7}wZfq>miNHJTLo zl{_$hu?UQZXu48HnS^PD)C05@d@+3;f2dL2FT6hMQ!c{zaAX)i=&o0~oJ za>s}sG1yF^(fQ~sxa~$~h5Rm~^J`%99jZq*R>i;jB-br3HFAl>|ua4GX2MPiTx**`C$H2_AlqDY26 zE!En1=Pdpx5?I9=hgG00uo)p8smPW7W_hw)4Z-|Z$B&S!N~bd;z9z2ok4FyR@Uk-+ zAYnWfbrZxU8Gzh&<0Z^xRjaEWXpnBAtrGmRqp?8i0$9eX1JfMK zhF;x>j-h#tZ;F}yrPuVNPscgYO_opHU7Ad37IsI>_(a2jUx8aBoF*2&(PsnM+nJ6i zM$EjP?O?jHk>1Xn&XNT*)Ju{!lO{mw+|Efv*C2K-urT2G;dWxaNoOtbdGS#nT*Wxr zez2Om_-gW=wJ&&0PiGD1bUbS(=f@&MW900uSjqi9%hM?li&OqPL#-1f@?G$uMBKaW zYyu-yP3Nuh0*31}@%FZ1Rd&q2xeMLexBm4WAbr7qkc-EHtBgme;PMi%u&ObM|Ml6L z7~$hp{#%YbgYf&buuM(Z5pUO|pB23*sId1QO;G1cm56A4Ka1 z6XTN(gU)HsTjcw6MQ|$dIhaUW{9vZ{B7;|xk)acl;KFD6sOEKrusny;xp7^&2UWsD zDs#S_3DEJz9TL2jw{h zk@oB)q-g@N462+BROmsKMaIt#s;v8T`~9f~y@SAfB?>p(*h< zekOcjL7w7aJ`$Q4VLnQq?iU~(z?-A3aVs=AquL@ zZP(hgEozO3YLp|oYqVP)D)E#@T0E?0_d%yL*-79Xt!H0nZ3|h? zewzozUloC|r`EFr4osz2yMc0F=;RWdxh#EfyY-9)ceI`@Po2Wsdd4R=xw!5K)=fOw zZP9wB4tV9?kYIXkJ-YzV;BGzJ!1ga$6qpn1nNj~do$n-?)6ULXh~1o~cB9Lj_A%I< zV&=3EVIp%H-)m-0yNCEhra5hh=aT`YBum-5z7|%eTjkM9+STg0dSq06Yb6?ONu!!? zH+5yT0ARN(OPJOc_8rC0{ajiUuqowH{gKO~=eElYh(>E-4&kr`*^C>)#nD$um}4c0D;#gfO5u(Vjf zRoB2*eKwG3v*?JT>FP^t2a`ouO+(JVrPGig7g5 zvHy&(Chu8$*lT(^YdELlS<7h#CDPB?TT$ZU4)T z*(h=08&Pp@VnzZF+v$luI})RJyunXkn^H08J;^vqRFw3yB9l|SfTB}?kT{-#`7~S- z66O;Gh3Jhwh}Lh0gJJ8>V_WZZGjJ;LIgdzN{5+=jB0I;s7~6G%h0C1jqnfuA!txr< z*Nt21beWKLQ@A~ZbSbDOD4{PSQz$@HAXYq_t0%w? zy@f&UM9X}UKD3M^aErqPbgo|J(3I?loUnXh!E@zdKNLy{FZ-d;2*T|kb;2f`N%q6< z!t!nQ!yn@JRQsVhzOLCuG36KBuqiUm0bnw7rP(nFu%Ao7jHIl;vclDqq^v7-dmz{- z`$wygT?+Ds1y&m+6yZ7E`ooYpPRv5-lalplbELutC zd5^%Ylf#rJ(y=16a4Al_60SkcFPLHJk1#5i3^KyvdYq2+tpJX0rR!-r)_3FJdD5}I zCkB;yHvH1D-hl|;YL1|vM3Z!kbgXwlS4G0E=~&+gy?8oS-0NKFSQo(E%BT{l!zCN* z7oZ(QBfbg$8PCSLUSz$DECHNed05YJ8_6{T>sJX{Az>$z37%Pu|6C|rW5shvVFxY1 zdbZnG3Q$P3Dx(yeLjm-Qr!g&s5G_f@X_d@Y*^Yy(+>k=lSy(_RLF;?Idtdo3Cv!}f zX+{6hPT4RsS}6d3krzOW)=~gw8?A+H{ZxT@-FacP z84WO9(+XbJXk>d>Z9|gbwNT@^Ue!WY00Ii1<>ikcQCYdxY(*iY3g(fwK_E)ibSE(r zQ-s?_Cd)8*8B5>Qr!Z4+Slt3+W8rC;)p#_*2cht4hcMz%(t$;6oPc>@RKsoCz%vBi zkRq6uYRLiga)GM`@&xtnd5C#;r!p_093vXWw1kfWeOb+w7K$F#aLF5C=Q4IKoo|Fqbr9e33XlH74KT^1qK;4aBdKb zkwmR@si%iHGKI**&6CtW1ANhX@V2Cv$x5&g}^q3wWYqJ>&R}3CLCsY_STl zl_lG$)jTgQ&btk0&D_YgA)NzKZqM`hjv2W|HM}}1 zQQkc|2=*u}wnw$%JlLB9Yvz;5Ih|gxusNPp?evX#cN*=7)4n^MtSGZ4aV7qX2cPrb z67FjJjQR_*9U^E~&SowWTZS zAe^?M(TQ3aST1nmR#>h!*K%RHR&Pv()p8TWPF5^b52zjtHlDkAXSLMTCfpG)7vp+u z6e>v9+pQ*Ks9|C)$g}b(h#7R6zy#5Sd8*ywd9s0x5E;AilS2V~{N;f=4JcEE(g@a?a0^UFc@W6z6XV|4W^VkNBL6n9z+WF7ISC zVzEdoRx`W`wsiMqh8UvIEH_JyHm^lq1+s=x=J*PQ{7FE{Bh_eoR7LVzC0yBe<8Cs% z4olE@;ZBkF7k$WEmxa-m|9M8+=|ULsKYk2+_#Yk~X$112DRcGxdUEMxKSluo&WY&=LS~nK?d}0cLsWDr9bE zE-a>))MfWbpC+G5JPRAt-TjBa zbj*bqQ__KdTGg4ETlrYZoq0zAETg^a9URMs-r6JV>n^Y9Nned~g1#E}+PcB&Nw+(9 z=4|KA{JhTwvWE*DQOuqB&uj-%?*)+z%>3G<3MsAT+D`#(YVeE6Lr@X;9 z2;CNYLg%#SfTqvnyWm5LcpY(4Oz%bd%r~=bb~+aPl1m@eJQfJc&76*mV{yHVGa0Ye zA&}&TKnv7m@{6#yz%!evGSPQMSm8me;D&$raqcqoJ>6%=W9JEj{Z_F}w!}55rT(^fUU$?o@w#M*SbMVnIvi_zH$wdWGc0m%#v`hEO*+T>b$vmt0 z=-IjXw)mh)zt)hfp3QLNbbdKHeazX?GPXwOOK%m5iq29Ft9UDlKNVa1 z6yVKG*C6y@7*_Lf*=wHtOA(E|4y*a9T%1o>jY3J~D>y(}SPeqW-OP=!8u+X>=DXfd zpc2~(g$k>Qd1QS>(n;(GRe>t@LtjUIP_X_s9ag&@`B%^>O>h+ShI-_mJGMm~tqlde zj5s;$FdrT5A<#N)m2;t^t$ZKQm#B_CFbhJvI#!{%OC5VROqW9)DOM~SHv zKLVfmeVL()?Qz7(nSdXiL-sV{y6EPy=>;*lsquYEZAS8D&!(M%bx_kMA*_7`e?arWgo`xMIJ$VoMG+q)BTx_@0!?UvP$i zu{l;^JqI@7GT4=XZEiEDML;OvIkXkxIf!f^n1j(m)M^1qHX+Vqltq3trbWKZP^S;b zq$zp=!G%G)RtAmJWDremjmE~Xn9PoHYXW*SLhuHO8qHt=60O!7)9fI$!uC*UGmw|~ zI2JWW8|AI&83$iM=d~4B790Sfm1%)rPc0a4)F)vsP#v=Zb40O&B^VB%!4XDj1O>)e zR1IMX<)LV3kgsqm97XuV2?Z}IfC@swN@6lL4Z%D5;1sh~bQrb7+wv|EJ;>D(EsD`tmexn0Y#%p+$0C)O4ml-y zq{JGm5C?OFE-W4mw!(5UiEkLppN$dl3`oEo|O#7XGsY$%!qeEM9g0(qs=Io;py;R zpR*~<7L30=mNwK5ncI*~oXsGR&DV-kaBGdcY=#Yf z9~4=IE|mYFCj7eBgk*KcS-_}(hunIyXDKA}M?SDJvlp?ULxBzbkOP|;l6ff|IrE-! zzTvwV2uHk%_M4sY`#S%hy*Gigtf=nC0bzhQA}HGIZ~V^q|riCNT`#WnsknnaCDVxnN*bw}O*WE^a5WYnNdsnotPB~K$!hxd~<{(CKQmYXs>>yfkLo8XgQd?WxW;Tqn{^%DxfY{S!UKSn;DZOSV~duszG{1WzDVI) zw_v^VY6F}pK2zXUN zosTgY#Fi2r7ho0toi8yeveS4x(3O8GJL-&Z@YXn3dsOGC_$bL+BDqUZohPz)HFSVg zT*N(;>W@LG_)}53DGR0Nc~crcXXU6U{#5Bq^#r1;-xvYEg+|>m0&Yner3&6#EQ|nM zm1BcacchVR4@ynVg!UYy)wd2 zM9J`pN;YXv*qIDu>E>)jO_~=9y5;7Q=mlrNeM^fnpzDo@q24h#~9|u5RwDW>eF$mt&dJMZc8U@4%`?Y=w|p*soyaJ+(vS?HQ2f#wu+g)0{z{z4f1iohX)5p?F1b~6DiAIAas4r-f;++h4({;?1Nd?A z5C$&wk$7YtQKt6AOz0L@qs2ZjLi3Ul20R%g!^;;1VPHHb%XY-EOxtQhgn|AuLPr?L z-g-L1K*fhm`c_72wTtn{Y5sC{`pjSI;0A{d#9Ff5;Z@;nw-7FtU@yp8fSB^T-B z?nENLJpE$-3B4WWhjEGgZ^7_w2m^1Y=RF7m%#-MYFd)-KL0FiN?MB#pL&6M%fe%>e z>I=faFu6XrHH)p?jXe(V0;k7Aw2DS@U<;h3(K1Nca+gyj(P08HW?4p;Y;V*{(h2JU zH1IcIA1R~MuJ}19ooNI#@Tu^t?p;d)${I4X-zWoL4M%46uErGaRQ#y^12qsq8Cb0e zPa1BRnSQ%>`WN^p z$&{3;N8ah5vv)O;`%!iDxZ@IMft~7O@sUf_(X)~pw^tn%jXPEy-H_OYchynexw$Os zAr!sxNPm}n@HRE=CkDh0u)*C2e*=?W{DQX_KKSatL!D#Y?c38Rw7c6Cn|s{te~#`l zxZ5QL1W_w}?R=qQzV^SwV<%txhRcem9I+|b#PDx6-4?%N3a5Odd7D_H2D*ofkG1^X zXGQeh1c4a#?xy-nxT7WdO7$LUoufdU=|HJQ*GnRFnM&pd1M#9XC5VTCxDTHyEp~;0 zxD#J-7zh$KhkpchqEXq>YB_m-ZQ%l_tz^Fl1$;ue zQk&+2DYXhAoPmlZYccnVrH1L?wOfZw_yzt_LC^jiM7$B+g7A?Mk2;N%n$JNcC4A>N|}NumOtg;%Ff){aRR+EBx#iKh<>msPA;EeuS?lgdt&5`tI{@0&oe69L)mm zL&zPKL3M-&(t)`3BzP)*?6gSrP>K|))hfwW8UTlAm4HOinCd9>6Kae!(3mOVva~#i zQSAQftn4N?tzvhYKXUwyhsulR@W_Mc?W;FGZ8Kj?SpK>CQlT7TkCObDq0hCfi zxh_;(Dph96DAxs5CB@vfeY?p0Z{dZhvH~2~C?NpCa$?r#`a4E|#6q>drcud>ml+E) zhm3;1m;zKkY@!`c;l4KNp3Tl-U9ahM@={~df=<9EfM^E30_-5nLQXi~Qo?>whnI6j zFE6zz;266GfB{;V1`-QaFmmqsoKo9@g`w9B|Rnx^u_RAKlo zVA3=-<%3jImbrYDw%@ z$>)gAi+fNSjuq3A?F$4WiP|$;#Hs_wl;B6PHq&S#T4Qzsl-cC4w_Je^h`llhUk?V? zQ>BM7-VQ1vH;5L+@byEZ!FBZ-AaUmAY88TR5)|`zNv3IVeiKXsc5BI2jHp;64yx}+ zC9mDOmNxy-fP&!p=tTu-jUXWEtQYN2lu1A+K9ya72P0%BkjF$=+Ewh-+QH^)uAJC@ z^R*~79^qcLUWSg?%P?z=rjCcf^oddmA9v0qWB?bqxio<`z7E{<78oz_r($TLG-H2;z~g=tUJhVfrHhD=ujkMJQISHlHGv}CpZNOisn z@k?&*Q#u@pi(%>!{%>NtmDk$E&{>L*gdIrI==ioG|2QA=*`7}1Cq>-ID_;{*YP8;Z71xv3485a)P9p=zs$W?4)$T6%)Ljt?vDy0MeG^s zfm-&?^;z~TyX1Pd^5rgWf4LVKV)LNBlQs_>N#%stNO3);YRt_ z*dw*_KaK-=VTDtLUQUULw89^Dg<;{3n&?mTSzPpq9$=ye_&CkSY#dwTmk}%Olkhgv z37I=8;=kA2+2n&s2`q}Zv*~VyyR(x!5IG1xV4m;f)4Fi2e~rDG+^XqXCtAMZ(1D=k zF1)I54w=zTuB@~siuGb`KSF7+=+F6RX6=u#c}WAPyoyfGMtmrLR1QO|#owr< zcPme2-ziKawEzF1QTNE=SL5xZRZGQWE+D$c*>1`@9~*uAinLMKqmPv+dZLf(XfZ?d zF$^?=O#r@rglCxPw?~EL&yiz^qBp`{C&Q5!SntS;Yx;GOM)V{j);{!mN_A!(AS406SK4 zcOtcOF64mP>dX)0Qagha?Wvtlq~|@Uoy;)uN$r$bAQ(}Y1m{NBXh@im+Bs&Wt1qdY zYqiahPA|ENM+^HD?L=%#@8Z#_r9m0wB5g^JoX)GjH{D{7S9ob7QcmX;;a5vkJX#ID z|HY$k2?yts)~Q%heHt}DR%KZk^{h&?PBk~=qmR|%Rr02SjCU&)D!EeyII#Pneie_t zGnrO3&}tg?7_j zvAM@|e+pX6V7kl1L84aL?R+XR3vx3aJK62)of8Med`wIm{DkOMn&QT>uzOB=+Mv;i znKbxWYMUPR#Zv}J&^%?( zVf5rudl-jwq^K=Tg<^g2K9y-CsYZ$+#;nR8;60Hu_~-P`XwKkO6b;>}u>!!z9ou8i z9b=VU$%Tp%hJuzz?c(qRbG2WCtYk@ClS=D;DrlE8!PGk4+d{LKatW71J% z;_{lpEK5P=Pp}%%p$_~*e}+f8vB(2Nm#j){{1BB+9(od=PtH17eH4AckHj{$7^f=3 zJBZ(5;bvC18O2Nw)WXdX&C%-&%hJ!0%20hS+`R4Am!(oy7lEm=E4^m<>*qHB(fr6RB!?LS2YK z$E&?ZCM2b&k*`u@cZGA2{mn|M+OppwdqVgXuaT^$yNPyIGDj)TvNv{BuqSU2rj%A6 zvR#Nyr)b5H^t@Rw)T0?nC!5Y06GjaO()OWw6ZUdIW{%o?;VA{K&-Gcqq!(NmDNn=_ zwjSSGz2KG=&2Zz7fBI29>2H*N9>0u*#i;WvVc|kl=*QBvl8D#71j+3yiFm*9iFmf9 zC*saUG=el;w1CZPb1pzz`2u9*JSP_YzSXNkk*Y?$;4+97KI>|yr>dQlu!_kG$;5Zm z`LX6hD|6k0j3`mPH^eszD(XtP}b6Fe4KPGOV^6Fx8j&#Z> zxn|&{{y6g%E;lYyMUeGgs~taP}@euM*>Jwlo@03H1<0X$1CC9K zNQPzwR03C(pinEwTA>$N;;L$Rx&io3fQ*8C!b(Ly)Hwl-QdUI~V`O-h_%u_wcK}x2 zckn@AApS?TMI^uAFveHu%M*X8De|Dt6p7ra3`2F_#Ab=5GMU-}$Hze2id;)P%LxDh zg=VMT0Pe;E1a-gIVNhQJ*66{$T}H)w8FhivqJL%e!xe?^<7{M^!tw-b^);* z@~Pmn9MS}$<&cLlCVwfGXBmbeqqH)o1z#W&!JLwSDb6m;10G4u1IFv4vi(SMM$Z85 zmDU|k1RX5DTt4UqX1Yk&D|ara2WrjxcV~r=f%B9P@ZIpM?$VV0 zR#CGdBYLuT4;P%_>%B@!FrTaPQs#3Mdy(HOZXI$;;@R7tk?_luX(Jg+843U6_%3B6 zC?Qn;o8-~&gySc-M>X2xDz8SvP{R{&;FNmc8mwmunngdvSvsv8Ff|+!?8`Us^U6m$E44_1H zh0K}Zpj3f{+k|O5c7^_Jz>zwXO`*;KP~a(;{8pX7odvcS zM$O`6K=)}MiA%Hi8T8Sq+bAIPHvH3i`EKF9aTMx))XsK&ME)$#$?klt4)+w{KMwy^ z6YQ>>?B2)OZ3I@V*0fe0e~f3U`+L2*7hx9EC&Da9=vGOq15o#^2Zr<{mktzil>lGo zBS2>2i@ACj=IU#h1e3jm!o=r#mTagC?~Aq=bR0Sm=6%!QRY411Vti@Y$vQBXoVz3h zL4lV_xl3QP`EtFd#ENdwF(AIAI{iwOJm4a!?5Rw5iZ%9e7_z-9SW|1jt24pUYg%hA z*#WQ$+v2Ps5X6$99w?drHAdpRDMyy*)e!q9IVYakvm2%^(YtMIg6k+7i~QMhtfhZB zcdfrEru|D!ru}mq)3nv@mW5;muqkfsNBilO)gSR;mAMq;^D%Orl@pbBzGs^H{?M8J8pRJGe3-j-&lL99e!g2J@0|v zVD1SY_zjs$4Z=dO0yn}g2?;acH#S@8>O1@fYAy8zego}9JUl+|8>eW8SF{wuZ)B~j zehZlAwkb#t1YvO86n?d|dA5v~4DI6Wp$}}p?rf9mecaD#$=?+Y&If}-v7}m}1`;qh z7}ea{reko>V?{;Vn+o!|S*cJM9F`j7eXdY`Z!+0-=hqAIkxPa0*CaP?uTU-;58?B= zhi-4wxfMmYP3#ZF_O~W>;a#DecWy3k`X#rVROHrsF5^P{7AW5(x1LST{RA5MBxrGW z>-|Lv<%{9gtL_02CSU~J0yEf#ld2z2qtNcbQ*7?>;B7~X89aCrXoRSh?mNC-Ft5|~ zc+4$>6!%?!fku8Tx|J42KY>R6m)hp5odeW{nu))R&}2>wKcJESL0gG_=lI&>N1T=g zXygazkOPg7pbt2p5x%c7jU?4@0U9|Gd=fw-|A|ky5^IN?D-|XLszy&&+Q`U6B!GcD zfnb4lSs+`a;f!qcY7Z$8@yI1g=T4_V_=HU^2lI!C$;R{X0^$f1n<$7Pmi0V*gH;g^ z6!b?EMVh6Tx;0urTQwe7vZqqy)rA=f2-P^H)+OwSfjF{t7q04!j&Y$s1Ed)w>VTj@qHeR)?lf`ZPY(?R;Z#ccK-u~N)k?)b#zq6z+T$x+0fSiu*eODd zRocJKSNp4L`J^X|Po;p>O=qe5lJ2QDmRcw-i?|(BpXGuD;s8?2>%}%yiksys$>5a4 z*QF7k@|GIXWm$)G1cvlve4MmvkbQ9>#)^}yU<7@oF(U2aX#8HJN%OlSnLLThqm|m+ zwsg7rN^R~M__9))JAVi)U546fbFSD2=44S92CB_mBnC4R-zZ6SH z!lFSDaw4<`7YuX7W)aayrDh9=F)O$RE4T)wkqa2ILvDx_p<`L#Rh+9aL1X(d=@BGK zhH8icvtC5QMc~Edq>{FV4cDNPbK2j|r@e9gespBtm;LuVSJut*yvPvO@YJ`kSghCZ zI@&=(*%q3=^AS`HNx026-cC#4y;~&o|BdTHj(R?ymkOXffn+0ipA@j$- zl2sN|rt9zX$>P#5EeA$F6`BZcZOn0>+0I}jxMQT%hUcT$oTdyJmKqc8YfmlKS|z@> zDgRsbKWQ-B4V%AhwY2{zE03s<^!M}eXwmYj8Q+v5FK)j}QkeIMz|#>bJs<=Gb0|Je z^P41W6$_H!t)#ag%`asBc#u^V$3Ye+=aa>Ol8mhuy6%BO@-oREzaXMr9{J;!Mm|k8 z4n_Vr^_L@mJW6i-)jHj-0tj9%OjI#^W4_6-Fxl6U&1C^QS@`_%Ngs{Sr9-~3-}aSG zyzH&{{?cpR$Ik=GUt`ST-WsaJR#&f)?&AOeR}IQ){$5 zjdfr|Fpn=y{y46cHK!!}G5yLPHyd8~{BfGIQAcrd+V}%LGb7?CCUAw%^#~3l z*w{0d{9DdiBI6w?uJ!BTS4*2IYBHR~_^RmIlatuRFBi3F+e7JXzWAv0a_u2vQ`sBJ z*Yb;y3D&@5du;8`Qzn+=GDV>NguNS~am+@ec*toS(_%=DJw4HJV5jkDe3axcNTl%? zEvAVnrr@+<>T2x`KA3^7@l3J!Nm(#vo0iizO86{a;1+07u zD@Y6iCB=kD3HGV!J`KpjdJ6$iI}6URADU744IcrrQ?r<&gv9VqOoH*2i{{7VdKPb< z(W}CDC^{hR{9~>nWi98wdlfB6DU;i2@#TiP8Gc1`E%tEnD<57(Rx}FD{skXR*12}n z86I{+Rm?T&({Zky8(kvZxrj{0j9;sz6&;XSbGvaPCCMAn#iT#qlqLtnDUFQ>EtDuu#_YyM&IhgXnj5s+{HK(z0=OXwZvyWl5X+&nEaLS zrGAhtyH2!ln=`ppbC)7oevhx~#xCWK(S!3<0!9!0x_B5pFY%FiWX4kj;ER~pE!RXA zo87n(>?UILc(Z6xF?xP4C)3^-$283j4l#Nbf)zSOPoDPEF?!zT!zz7EA?5l*#wVwF z%vtI)kEw&#J9Hq{l;3f9RooZxIpIqSttlS&MbaT7?~9VV6Bs?xEry*jbc327#$ojQ zCx%~r|6vCK@qk|!%~v1BU)7(`^B#;Ib{FJ>(Ia69Kv)Q7;zrp2g@hRxJqMp@qpL3% zJ)_#?71rv(samnsq6AYb4$RPe_e|>#W-~budQLXz$qmqR960CZtd!1p0_Zt5{HpuR zwdH1IZL8fNw6(R!fN8Fs+uNws5J0>ZAfS!bTE>rwW~o*xwn}SRRRI2MZJ0sUnyBKf z(YgJbrW;c&fcV4V1sqc+PWBt0=j?E7)@!h{cFvdA;J+dK_m=X5T+n&OlN+~RZ;8eoueWw3 zcHw=!#XC0_Ha(|B>JQzGUdFf(zxl~`>3Yj1=YFE|ya=?oUvE7>h4RI?-m0DlB4Tf{ zo|8tQ{U%GXx#uS9F=#QvO_oIGA!=#ico{Z8zFM$rtYh%l=^CrQ=sfQg-Adb{pXfXv zp|&%i^L#8qlQ}W`(0M+Lwvv2Drrvaq1bW4EW42hS&sRT%PnG_5h0W1jO#m1Bs9Z>; zJ%0~-VQ;ZnpTDPi5 zmt9Y?>qJyYvcT>z*qcPy9Y-{r?lPlFnOHyc6@K+Uxt0?eja2|Cs4-$0OnFNY_{*#W z(#47*(BhdfZ&Sw)KU7}e%iMH0yCd1+95}iJoEFE$3a zf)j&!SSvU&{eg@iUGIgBkeXhcnV7BEbdajxVS?@wAY0^&kPcC_HdU-mb!x?SN$5Lm z2DReM3}CUe@DEYd0+sN>Nw97xOBl$pPvjfE(*{YQRV1dux<{W#KYh%H!`( zg{X;Nt@^Q2Sy!pND^$YjG!o=nnOdb{bE>T5y^%q*G@7%;8fAIg7Sr@RaDb;k!Kf7D zMBApTe7)S)Mh(f?IrxZbLA_L&DWgJT6JE3#q@kClp{P*dZQHlAc%){rK0~2ZL~KMo zY54`IqAFjuRVY;V^(!DX?Mo1%2952*N|Se$Q7|~dPErq)N%W+gYt0(I))*JoJ@_}G z|DNZHj0?TU5LeXHH;((X@>!QV9T(>$7-Dg2m-HPbzN2Wp+J{zlm=kMr0c-P>oL?*0 zIL$h$!cKN(uukE!c9!FWqIy=HcH0`f)dkyTpoLmYWEBJ5Ki|s4ka#+k*f`@{Vk_7< zrsW^Mt7uMW4?nivtB{M)UI@C?qcvY@8oNw95k<=Vy^mlZ``xjYIwAz{ZJ^8-KAa zu1loHoPeUfmv1sGAZ(3Vo))l^g~!G@{wxnaoPN+d5z=`)K2EwKg+P-|81?)f1aJR= zw(QIur(BFrL6EA4Ng&Q7y~GCGLzL?jGVnupiE zZMf*6e(Pi|{R;19i@Qs>;_%{~TK4buQEz>N51`w3I4t{O{o~WXXZ@qeL+hVMJo`hD z;D*fjN9T*Rt~5A=dQa2seKiR$)M$#RVk7ic!58Jx2rmsE7P}B{)kj`q3Fi z|6z+7_>m|SQ1*m6datuW$ly^568?kmtL}@IHgr2=#XOIeR*}jD%J1jEP|VsIj9>=& z;Tru_IAUu+w>>KPFHcnhgx>GBOB!y@~!hH8I zyj+={?+(}}@w^#3N*1lC2>OdOs_ikyiuFA)$L~Ok8DfrEXf#L9IT3uPqdA2gbHTD` z!grF4UC?t*-qJ$o2_j1@!G&^{?DAZdxmyLJ}187FviW$$8kSku@i#QAF6YCqv+A3gmm|Fp#S!nQ?JA4Gljx1t| z68OwsCc$LKwm7nIJ&QMPXkQjC8_@x2=MJtSMq2;Yeu2+eLn#x{XI|sOEX$HM&xezB zvc1)-dokIlPshoY5kE$(5E;K#Ystet!_!rfc8m8h);g&omx7NfQU^O&2gzRvPv#Bo zwD3(Xxm9yo5G@z84h&Cb_l_HR$>dE1ULf?Y9*{p7VFNE=V^67xih8v$C>gj_ENq|R zj~5T?;=34!vw<0zPe*|d|HAq3ObwfgAMPzCg2}CljY%09Bm=uEyMi@(?!%f(b~HP1 zOY|beA8YAd+ELcu)Fk;;PL};5j%C`Wd-K9E0yq~>&)<4F%Ed8jJTyyROGvGb!pCV> zZDL#F?DUzx)WLr-AtWzWVlDZp!>fW8J{x>#p|!-rD=1G?@=TcAoj|#e$Jg*syFGf7 z6o+!L4Wh82TwF)bdr&Tz&(8FPVm1tmuH0p()H zmWb1o5vrZ|%Lz_X9j8aisbjY9ImNf{5nfjyk{vo+_!l!kY&2U0Z2TZex`)z`Fmt zP)Q;`DCqXc4+CBGK+*cvWLoY1<2U1@q-9g{G@ zZhzo`{GdTd#5d!J`w$SxnjvB;m}QX5zy@G4u`!sCI1ftTu>^f61})@VPEi2DbWjZV z4VZ$N?zChU(;DPu&d$|JfSqphL?<9|QFz`qo);gq_s^Ar^(x3{G}sXpEJ8!3adB2h z&T+BDKGqOuEw@J@Dn0eX=>!>b#a6oj95Gxt5z+J;CmX*_b(&2Ohym0(2!PU?Z`93K zsTp}aHGWQ?xy4j&Iq-`S63a36t1HjKrbac3ZLRO5sgClMf$%b{ihDUkaXn-cFcG(q z7z}km#Ly&?+lBHVEtqLUsojQpwiqe}pwNrW{lfv$@0w5yT}vu>L#bUc=+rBet{0SM zCri`Q1S-c?9EDpElq-Z>x1Z}*u`^oO0VR_Ur%SD=W@Qpd$V3EyjVG~oVKPXcOdIh$ z^23`JjprONofB&*sJsJKn-yH8Go&IxWTwK_E< z02iU(9L@w215=@1Y`3Jib2p=gxGn1tDeqAY(c%`30L|6-`=YoL5 z5EFAkY+f9m1)u;uGgGV^;cmg!MMB#M0-zePO(~p=k+#JyX~i;#>4&utnEO_5KMHsO zQyL2wUsX7Xq6IO&Awd#WkO@JK1&JoyCc}|nxxum`+EO?NdUFQnZf(r9X*I3w1h7rW zE7#_D|3VfMtZN(7^o;4ya?=TwOP&}h+v!<&j$#;43P^PQ0PUc5Y`NN^1Kq`LMa0Mt zFI23}G@6xmd3FMNYvb77as@CQ(%K4N4+hr`jM=h zJ_(%uVLndJjF3%Omh{(oGb_sNQ_!K?mVg z+jh2tjfl^&anmU zW}v%J%_|vQoK;4rLq-?mlhMuj4{dQrHto9efW{EnkySirLOj>|ipPwF)305v$P(gE zMn?mFD2xA|)>09-NN3KJYiyYspn0`!ci4kP3}xNnRY42)l_irc;;}Vap3XWjeP^3+ z*R%M@5>z{GL7*kfhLFw zqJ_WB-qp}1R&fdUP^v!$rQ%OT>0yY4N(h6qQ+hByN;<~&QW`&B<+~KutW>7@E#e@B zm-jQS`7F@w9@l(E$|x5juGzqx&^6hNStVOnU{0KtMzuZGS+Tw+*7z$-paDR8VOsxb_f$=QmUGdEy333Eov zouENe$*?6wt;jyEedh$MXusRkS$6u7uaKk|fp$?P} z8jM|`f6T-8Sky(a*(~lyXdePjTL?#CfMU&3i=sPkHJaZS2HB~%cd{lB7f}q>UxA1z zY6^g4{CkS1Gn&{*$UhzM>a%h%o6rI7#Kj|ka;NX%72uXr7k zVe;*@I1q77i#L;KhZk-k(E;h_KCUDNdc_vY>K4_LY%5zLa>Yk{7-d=4KFEiXb*g>Z zt9voks87eKw%(hC+!P<^X82O6-&cKxrK=x-IDDD0)Jgp~_kGllI@rfLNd8Kk#XIh_ z@EtC>RdXs3Ew`}_3=gRXVg=6Z@rV`paq$o!wnTEf}sGk>Xr zlN~w`Ysm=?uZnGz&jw#wXf5&ZGs@GH^fM-RClD*-;TQW)=<6^)j01*fVE8t~iWWWZ zL9Ae2L?6TonS>0&!W@4$!tM?UGY~7DW2LJvh!s~(HD+fU^$BqyRhnoaBd{@pWWm-1 z!&q)trWhu0J>VFhffer;j@k>YKa4uGp9A3HGKb~|!^^hepgu8IYR+CVwr<^UaLzf? z#dcA8bl)y>#k&LcfksNWc&vg2T zXRbTFt2p@9kQY|(ujU_;93+3a;$ZbbYJg#DC|rwE67_(ejx~Sqk>TrH^2&J~{biu5 zJyC=BNb(@;j^PjDBUi`p``Ei0$pxj}VmONERs1)p#qv)@?iaI=`&mxHx5LSE@FlVb z{7W_d&E&>^RMg`Z$mjPh$Wt`_v#{|;VcyE-*}qi>KTPbPdI(%_Mjzc{Tb(&n(rr() zW{b`C?VSczy!m^m>z{^Qn~SziqEtJ&N$3&7D!#G^5h&gqa?UxDditj#{>b6P1;fsr z!|)Nx5Ge^CO3Rt-fd8SoI4-#hyE5`Fe7KPQF5ObtCTc%#DbB}W-ES#2GDgN5W{Yu4 zQGGk~H}*zieHw-K8wthco*Rjmp}Pz>5)yrdsHLew5ZHXFW!Dj}5R(w6r)2b%%eP1f zY)ZurO%C{@TWzF@cPO8dmw15r0Sv_b?D$AGwBo}?GrW}OOIvE9OeRkhZR;Th(AC6p z-L08OCd6>CQmB~khcdCh7#IR5@C3_>vJ;WTRjWx$ve6tI8V)A+^E7|DLJ<2YviOVb z08kgxjoHH72t%F#RtASCkS3?038APDIJ%Wu-R`Sa)j9g&)NO?OpoC~~K}52{3BQ0} zHVJ;?eqa->bqv`Bjmc_hs!iw*lqAbTpIZPR=>QvqZUAZ0;a>&H^Q|CR~${D$uTFUM02I$5D47*O>6`ite{=?^ICto~;eEj(}(e zk%Ps9wLrB&Do{5Wh#xYfg)5oSnbBZOYmNL<*KQpSHn8Rpdo^Um9!|*vexZ+;rSC~d zns5M~i|<{1Pp06zyTjq-khi0(xoKlwC22OWxYN;|sEP1E4h|6*#A`W+3@`Wj8P!`F zOPRk{!+Mw3u!Q%V#)2J`8RW@CsqqOe)Y zSYj^0cuSF972avl0m=P-&LrcaW{jU{J6=ZRHYs!2D5*w?*7fIJE2X~hod$<(V10HCAXIq@&DsPysk&9!Kj}zMmgyb=c$h# zktFVC9hiRmSK0QUeEZKr>^+GGyyHg_&yc3w8qrYNc^;4Nu?QI&`e-e_qa|mD`A~`d zY%cm`73c3G4DR( zxpkD>s=0FzEzh#d_)p%LhQ!bJ1a&q=RZ))LC-cm%-MSW5;#$jn6Ei+L^=ZUwky%Qo zqM*Egu7N*L?UCB4H(FW{b&6?_B@@GPLNOQH_gaAU#n~YnxASp2E0?V`0EFRd z{Y~-ySvh%sXB_V}d+~uh`nyORg>A9i$y7png^$qm^_JjIUdklqwBB;z`mAv@9rrnO zAmd0JUKMx0e3JXpLhG%^-LG_RB;Ebqcj!TIYv6x7=gUJo=jnv-A9#R)OP6Elh;%Mn z@Ymo2zXU#FSEoKjF30)m!-pMoQ1vtPOV2g1e%-2AGFbiDKcG0`$?VQ>Bs_w*Myhx+ z!mmu{OXV{`I7~3{p3GN~wN=H{>U^=hCLCZH#%lS|{2H-53`fw@;lf)juR;HKp)h1sB|IG072nG-UDR@C!z85d@D*`Z&Sm)9#)hET4`+ z3Wmr5cMqpYxzd%ST zHF2^*)1ZW;yJUN#UXpk09`z=U8g2%q&mU#z45vXApRoKo zs9k<4I5)A-sRxSeOOwgAUxHqYk03>LjT>{ty*;^c`z5YuTwQS=O7lhXpZ}rge@0># z-k03GbG4U67iBrK=#u*a#)WtbM!rkeyEZxZ^LqDg(Bgi*dq)c8d9HVZ_`=70;>=MG#c#}yo%917rcj}#h44;<6>5!`Rez`rdq`_&WK*x*y)OwuNdq;aTOkO z<1Xcjcj&TWtJK;QY+{v#Hr*EKbaV^90d6#JW700?V>wr9GZnS&TwqJ z`b!K4aFSG#cI)p~0L4euXsNgSL{wdrS>63Tb={pDJDLiU7fAS?p^@c$?1k_v4qlOAG3 zlaIm+mW#a_$JFm;V=9VGlqHbC>Zb2H7>9f$u=iXoG`yfu0#or7OD`;l$s+qwHu|G$zq4BVqx75+Xu(6nYaxPCMkMEJtSq0vC>WTa$VS9Kj64X!WmZ=n{! zo?y#xaNdQ3=OHR)-FfG&-*AD@C>55oL<9_U7r$dA-XquYh1z*Rl)6Qid57WSr0tZp zGl2$pNZ5~PfRGUksN1(*Q@Nv3Y7PfiH(I5+azj?;WYO(z46}u2 za}CQ!J9zqN@LP@9;{GDjhV^4ZqlIf42tz?gOc7CSh&>^ffVOf`nUvy8iNc)_J&p1} z`&6V8B3bB}2$LBtY-QgCH%(QBgRylNAT;H|k#jfpXw3md_CWVQAy;YW>7nMN9k|7o zEj9Gf(9l!*si8OAG*xbvP)Y|%x`Qu3>#zV_%ao1QA6?ZX(1W%DU4sHZ!-WgZ9UQ|V zwDG+4qdde(vyiUucMo!L?|;KeKo@2e5IHT+%_pGv)3X(QPwb1dcB!pN@qhdw98|)S z5z2EF>r}^yfrBG14^ebv1Yw)0wJTUWQ2GeBj98YY3FVbuvV5*bj;SZf8@6|6P-@P}v7jfJ7)W*=Uuu(Lp_-&_uKz6(1qRKhj5`F-Xm`v4ia> zPBB?3fSU+C#46va+)c-(1`tsp0FL8&C>9jd!EraG#+AT>jJYn-a2axOU; zip9mOEI!d-aax$c_%9zNcUqI|PCPKKuh5d$HsW(8>L=E-+ zYUq_mm?$}eZ6bP{y%!Xxr?KCOg`P$tI1{$JzBF=y9L^lxCfmx!6a2eU7@WGa;6G* zyaJ*aL%I-NRpXNK<;VIb{*#9PX@DbgXF_H{HZ+Tal5jZPbf5n>ZIV}8uG`G zH_slJ5Z&3>#NV*fF1n-|j!G50Xpag{5SJx$xMC9gOgu)5N7oZVrM>!TBhlQsP zi%#AJ$91v68qQ)ib1XFZ7MV~uNehg+c22m5ep$|C=3c(c7_r(%M{FB;@a}o8OtIH{ zks%_ssc&2f(xPWw>GbMjC&VsWlDdR96rJz(p_5$%i6xmzQv5#WRjT**IeAyn+-oT3 ziE;-o7m5bD%YYK44S$wZ8>slj$Cx%GUb;z#@gH-=F0UZMYj42U~S3*}Zr95XUFPz_KDqX;3Ar2Can# zm3%cQ+ubuAgZQC1{(Fj>5jkMo*O2_G$hp-Vp)YcW9a-9ins z`e_<*zia+{6^**5TYMRBCmn562z&K&h?p=!+`m8%RwIJFv~R9fnX0ts?_s}-noC{x zbc^nwtJ=<+A@{WMi8?@kpEeSEQic*oPg2Gop~Xx|87zB*=Vd%XREfL{E^Zd@{(d}m z%FEcWwGK})-5%n8I*cel<~>8h#I0q$SlbWOJuMeMj3UVNt(wJ$ulGDMFaK%Fcz>uE z7qY~Z_x7bXvfGNFO_*w6H9Qm=yTfSrmV6k4ybP2*#7T>ACU%pL82C0tYqcmGOmDU% zHVk&B+%Dq=Iuvgx!DU93(v1OM-Kai+zTo(HN&sp1tlguySP=k z6CFAbCYO{Q?v!`~Jqi4gq!^j`FIPN#7;bweopJE*B~WLBf3MKy(XJOuW_Fz~tG?c&1eLSzxalpn$Y) z$cVc${Hpu1fLm_Cp?Tp1<3ytCwZp)zeVu5j=g8wMeQxDE(@sbFK2nDlf{V4%{#aDpU zFVh#?#!^gMEF0?wKIBRpOHfQU*7xvzE*tAtJ_IluOY}}Q*8j5Joop;lsA;=IjUM4* z(}wq5hYo~|C1nRwi8tVCW91{m5Q-+VzXXKuVaF}U{gwg?P%XW=6k{GL}PH*Ux85sf?I_q;K&3vc`$-nqH#>FcG`BEs*v zlW`$_JCg5`L)j+he&YB1DQIy&ntU{c^2Ko|R~sNB)>ZuBG#c$^5XI=8Gsu-_G1D1D z;`b1}@&Llu4QBgp#bc)f$hpb*J@zZB+qgr`j^*?3qHB46FtL0_W3YUZIx=y6eoF20 zTO~)dJGCJGJVKi}QT#A|euB0V&(f=K!-3?z`RZ4q7a#|3$b#|nU3ADXen{vXUT0{L?+I3^%}{uQ5a)z*%6S6(iPf*>;zX~h+S`6PS>9aJXRTS3|u z-$x}zOb~kL8RSfOZ0lQlO7~8rApojK&I?ob^aY*fGeH6^8zYH{%F6eDSA3_Nk67Ld zKpzIwBkQ!Z0di1MrCACbz(>gE%Ij|)nQBZUTWl-C(bikWxqGIvr$o7zt$+bf4zmjq ziSLS3@^+_L=ZW8j3UD$c0TPCrXc!v}ZUQy%08oy7h#Q5bB!Eq*8^2LwR{A^StH0Gj zK4}RZ$f`W2+{hCffhj;qjwCbOcp(xQ3H}O=E9EUk;Q3hzBm^NvV4B}!yt$HcypnRv zH<+EdQjX&zQ~6}DXVL}~1DGodI3|;pC!X`Jb7bF9GkL-k>HDB32RTcc?=?OPg7hqk zMe7u-30L8Jt7kEFi5Ol<^94qY5+bk%R?>Wvl5kxne6~n*O!jEt@2^pc?R3s5ejA_S zc~fkgUSx(md0K#6zr1v3(_1oRt(?0&Y{Q@x~zyefm9FWpNB-@veNb$e#ww{BdDWWc3p? znEt2Oekv=E2)64l^6_ZVQcq1*E?&y3kk_J(Q=QxYIjdNyBGOm$iM8L!suAfeNb?Js zV*B%~vUmby@soVAcy6Baa7N=eVjA;pI$X%Q%Z8+ZWkHIXvqx|AbY@Fu;BnBC)%ZB+ z=7er51e~+YbXduuWbm&&;BE!0GB4L0$~9RvhyWtb^wpsF+jA>^uQ>IPoy$)>@!ylO ziXeJ^m`r|E1bB%K$jh|TVbv4?Uccq=s-Wd6_Np%}TO2wNv`B}!yw1uVGcVFtO3nfE z6k7%G&T?ZK70=va=JAOP!$;XAqxxCTKoYVfFONpygpE=m==HTMaLr&wEb|8F5 z78)PSL*p?~wH2IJOkJ(L!3Q(YHJ&LJe>@BMALVRIt-%4Ut-hFe-R~@)4Pb+NDBU`|on&7xPAFa1%{uuuPsYB6s1jK|T)r$KrX{8oy!YQnh?m@ZWYJ!Aj2zs; zOHQQ)$b=y#?jNYBG65p};)|9+qMe}?BEahzVjxDI^-Tx^(sm#6z*FQ85BzbB@xfPx z5cFv}`%P5z4k+>EMhA7}P&NgC z<{QRn$YTyerYJR0dL*Q0uvM7_LO-(X8^nzDLsS$lj3G>CWB4|aozSY>szIg%VF#B{ z=7(xOu*@;O&EvQLfPeOYS3wENfB^t;7%Zb7r3+Z?Itr91QQ;T%U6v4u=lSTS43QA( zNnZ75;d|@lWvaGzze%i)NK6+wF~v_ovnppOvTTaUyR|7Lx7JMDfy9H!>vD*LiVfY* z#bI1$uhwR=G!l(xYNdLISNGx?oBG5xHYtTw6SOGZ&-^;d7g6xPcH>ei@nIj8U=agi zb)cZihnY?!-w_Lc71!K&Yn$9`!gnS*Abp?bN~iCF-K#L2qdP%V@0@mlxY-+fWdE`c zuOf>n1z3EMk0$Hv{f<}nV)jy>j|Deg$@sO>#Gm^NPuIkwz}iO`Yn?QaOTkAI zNp|zB1H&Hc-VhoFNJTKsh$t(=H3GB{&1aFO zSfk20B@|UXP&~ZRhldd@C7X0RW2331kAlH1jUV=J)!l7g-3hIvJ{-03s(x`)(%-)Z z6%%gvVS=u=j|Ic)jNwjt%Vp!EwftOLD8G$w9Q-Wtl_YyOAdx zZ7T4RWOwPOXMS+qQ(^^y;qT!1EvUt*SI4Zea>Dd0m6rpeNCnk5QG1eo+$vHDVHEt_ z6|7+|PV6bxI;GZ{OLhQtuAtfXE%ts`?u!*w6Oj?ka-%_&hk3Cubi$5bbcxLDrOGb; zX=$=E!%ToA@drDV+9jI)*nP5I8)N9#RHRWu(e#{R1h zV=XiHTYTufGgs5W@dX_{lyKoXP>lL-A4cgKNbB3r7?+$hkTcXr1E~Y9fyrNqP4ppm zTKKY@+^V^W5-qfe@*M8uF9ki)2`*zzl0OpILGpG6W?FbBXMPxm9klU$JE+kG^t=bu zh{cZx@F27ONKUszw3OHkAS^_BF+YqW?6QzB1JvlLR=WBEYBXj9yf|VSt#N{}%mrz5 zYJ{%bh(^x<58ZChlWmW_cnLmofirqTa^v>s3(>fWzBrWbQl$j=AByeoOzgrt27`BQE_nJ%DRqeA zs9wal5WgwPcPR$LCg*;_8T}1tagV|Hs}#x?CkCT>C&-8mw)jLEjrL#*#ps@3i<{75 zreF&RXGHYMNDIDdutzMH!Y^7@vavF{ zr5H_Df)-{EUb}S&aTo2qCEyLU_p$&H7RAyEbiAU1!Yi`D2qChi2S#W~`c~pR*H@g? zja+L9&d18k6rdil$fdlc2)sNifdmSy2(-8dja$0$|5$CeI5RO@;o)$>t&KS)g?0rYZqt=rV%5ZrNO)UX?NE(*C?&ovuUrB(|UCt+gTx}idrD7kT;rAT@}#d1k0UOVu;H8v`Bae80{ zNGO7tumU6m4&=#{4uXui(gy&LP=A&bG6i!jCr)mmxtxnijV~%jFwW7a`PSA}Qt8s^ zd9KW?XL^w#!XKz_xUXr6v#x6k0A2KQA3E9PidcXtPO!@fU4bt8b%8E=OIB^5SiRq6 z+7R#RpjcCZKkx>wI4jUa3D89!$tnv9N&8?vS@a#c=<_s~{zDgiF)NP<-s!XXc(iDc zK8$ZF>uquS9auc5B(-_|dseYh*xYyXiFHA+g_QIbr1^z}E_&33+>eYX9=|y2!n%?R{HTQJ(}+U+F9A_>c%I zMwK|;(t(B_Z{xqGRY~O8aj!x0t0G=cbU+Twio^COV)b@8yeeqf!Cv*Hf`Ds0ohSCTnD znc=7&aGn`5M2AALUK@VZed%%tmkXKGQ{#DnvLhs%m*N&%kp?5UPJY-^?+`6^MvrmRsn-#rXpSElE? z$H%R<@pa5kPNUo&bf?(g6LfbU#E~iJjztG@grkdyDuHms#ml0T?iY#=Cx0@+(a9mg zQEv=Qh_jRYk}|utgP8cRHe008vfE7<_qK^~fO}ItX=@Sep0}=G_w*!9M$@^SP#eOX zWEr9CO#3Lbj30OgeRS$JLNB-t|Fqt-rRvoR$_{eBqVS)0X|7OTTyP{-FWok(aayoxNQM`ASZ=cCCwdq3&by_mh!r{nC+ zh?67cNXD;~CVtsxc)BK1n8n{S);eh-mx7NblI%LH10#O7yZiu5e&)l&h=$U3|6@K% zLqih)Ob)%s!(6Tkjif#tHL`zrBSK00*PzndC-^Wy*IV+RJ`NuzohCK^DVL3p-jYPQ z-X?z~e3nfne5X0Y&BEkX&DES}*~zubSk3=cB6y?%n82^u0CGlP#V^5+zpn5lTYU5@ zGN&I8u5V^4mI=P3Vu24SNK6e+c`Pb;$<7=+qX3Dg$MH-vc5hxdM&RV|^!%--1DDi& z*rYFA#G~DeM^4KHXQ$6{K^;7e3&B_}4iMmyt`B1^bN0o2=)eBJC2#Oyl&*oavb~mZ z$w>n_Lwz)mI^Y_Z{FT@|Z*r%FFUZNQnwuxlLYpT~*G&FW&?7y7@&YpXBLQ3@ovtv? zLQlK-VH`flmofb6`wxSAdlkQYoUcBNzp7uO=RLqB>{`(WxI|`QgRl_M!Hux*goGKu zCEv5sr306!<_D`k9YLD$smv!oqI~irjk!{Nsy4!X_VcCknSh}HB!zfWUhygKeIVW} zO3(`Od*k#{el+(vmxtkXD*}6AwY*f7x2(s=2i?J*8{OGXtzE&TA*D}E%vGjkFT&(? z|3I0vKLdB%-QWZu`IGPqHi!xaF)nH5gD9VN_xxb_bg)RUNiv~(c&XlQR!Xh;op@oo zJH)wkQII;)`R*WpcO?B)v+|N6xBKG$Tn9&`Fgmw?({y91g^>Z89f0BvBqA@{s64R! zT1~XU^~Gkpg8VaNq`}mkWmx)1$C+x(&NW&UN?>CqFyO4F5bK3ZIw0&dWT> z3&{Ft3&KP4V5KfYjuxdaC9*SoMOHnXzThPyVB=&BDe|RatJ5qM=$zLo z7n_W0;Y=6}){g{Z=La}WVlCN&A9pnyvxRcIJ-2D?+G2BGWzT4%IkUDn*;+fcZr#}E zx(yr7Jx}ChYF7Py%aTqJ{V~wpvoz#sb&<}GC`@(wNL2`=ds+&^rIx3@r!@2_kq+bS zJq8rgX;$W|oAC{~PNqN`CNM2Tc zrOjJTh*mqAH4uWg$=ZnbNu#B^ic>5VR{p8)eOH{p2|{wd&q$^ zQcaf7q;Ppvaqa~n4_rC-HiL83=Tid_RJX%~M(_+O@t5lJ)!uzl*r1Y@)~7;ni)7m> z@V3Ygp0I82NT$^usP`Z~O7bM@(N}MBe3zoHY%J&}xY=KU7We3@Poz+uC;IA~_~@(X z@)O2kRqq2qCO{SK3=bow2E6<8G-~Y;SBm955m&QlF(%^b^wjA(U;Q4@wTcH`5#@9M zeHjkbd_u9%p#~mvKSN63)zD={AY5z;HnD|r(`}LNM@3v#qj_6sy&Nt+(aecQM0aw{ zHbKtLaBRH#OAJgdT-9Gvn|vKOA(kqQhJ!BQLzXm{8>Sza+5Zw(vw@ivK!(y^S1_|5 zqC*a5MgrwvW(lJXweyr^xc_imGR8sWeu?@ENM~_$te#9#<4|Tl!Y5p3HB0^}VPK%; zC}uf0vpEj5dl)HmowhnI=Wa)BLT4r_nk~GrPlXbr>sJnglF7)%@NvS{+e-BUX5rA` z?g{ukIJ%i~QP~d05orvIMK!G-!0%kl<*r zqg>KkL2ZMU<>WXVbn2DcJ0$n;G|8H3?XQ=bGZhrjoGR$QNtB;(WJ+m*7DD%1W5dDd z=qUbC4;Z1qG@2^`9RtMTn*t{Jv;+go5Y!QCWR6qHjSRl(m%S?~<%qL$4u-(|D9p6?9=7-(Cny4!b< zHrHkv%}TpG3p_=*^O~ipPP0XBRKod!SG5BtDrvoC`!GFuQnmZutYX2XSy@0qCRP@# zzA*%b+$0aV#xvFV_N<-L&4B7W)kpXe!?|Vk2})o#;S*FVm=IE7tG0+=VK~Rb{bV#C zCshk>!5K)uGdT)juiZR(2Nu&(b1geYj&iIv&6>D(`Op@c)8)mYNt=sP5nV9df2XH% zR;rrAn@Rz9M>;hPblq-JF2GrQL&mOf0TSKt>7&TIzOqC|lWuj2m4)IHCRmg4v{3KD zMfi+x0Agv{o^(dAy5+QvwJFt`-C>3(zMfZQmPqr+Ody;t23{!U11)%%JSgl76h;6R zGK*!pw5y1_C+!Eo7joo8gkVkL$^tD-HX1bz@e8PmbGYnk3-gPwqV-mzRuWi=5g33> zc!>9hj7)PK5%*_dYT%?GSa%|1_G%_Gw_qrfllMk>=*_>8ARF(T_!jXv4RqB5HIE+3 z$-Q@S?it~shmu0cSms>PB}@9)%@{?2Di?4&C6 zkBTw*jv9N}EseS{Ih44>SfOJX9NgmEQTHVB3GB6&W_?~8 z4%xc>+iym;;-e&UOY-z@!P715T@AwEV6nGpq=ma3ep50mWg)HTOJf6 zD~PUsr_8?qjk;gjJU3;O%IWQ&GN0wrru!Ik>PA!M?>qP)TqodvSZl>i&a={nV86*x za_G6q89|FVZ*th>6Ti%PfanvKIb7n*PrDY6V=r^kQ+PihP7g5lYj7@-qed^^$n5&{ za1S<{#r-Y#OyKsd)X68Q`4L<6Rgs*N*08if8;xs?8f|85lCLk-I;{V29X^Z=MJ~eP zFEx8VC>SO8uViC_pDUL0s=JNSGv7x_G3j>LF+l;kE`2XEox$lZ<_@(+E6 z%nmz30OWf8J{xoLR1yX%msR}cMrN-tmNf}~nlshN5VK z;P@81fK^urMszmP9B1^`BbZbAK`L8ohh$nXCJf} zb*3Nl4nx!sb50Svi}!9DyB@8RBbNyCp<-Jn2ixc(?Dp(ztK3=0$0%n$*|>D@osu>9 zm*U4ubMRv|_;F7xKQyc4;ymM)WM7I4UQ9f??aj8BXrq3>XVm(#Pe2i`V?)-4H{>T6 zm{%hh3swg?mXuXZBm7-i2`AmO@7tfBS;xu$T*X{A&UL#c~K@F%;z>; zuidQ;_;0cfn9u@vC&{A_1LpHO`Bihk#L>F@fOkg+{LTYymx5>xD4NwG_a9l6h>Co0 z!6j>kP$IskCckPb5$(ieS#b|b@|R-f{DFAg?T8@Ka-|msc6#W|Gkc3m%YDM7_O#p+ z=y^|CF7tkiwA{=N{A(+%iDJE2+mEohiF&72n-CuGM$-ymY+H}gG0hmz~aH-8sM?pZ6y9uUNvx{$b%p+U&VI94*YG(g!>RZ36p z@zs;+i|GrVp{)dv>KHgGbOupim+cg)JQ)eDjR$2i$`1`Ggjvh~ zQ2ctxhX8gw6ulpg-rvP~Pd)?*dyx}r+F|-tz2>skhIhY12f|jAvV+;j8$i%ta(BXB z91J<2wnOv7ID7HS_|gjFLeCe*UVJi)0*XJZ)k?KY2I2+}15tLA!y-I3+)QO-787u_ zHYjQH8PAlu{x}qtHKf6kModQD55ljyuU&pdp5#nVaSJc2PK~j8(B=iO>K=USEPCxgFl5dAGbLG84!qF(?BaXU1aBg$8sA=Z6FC zNGleYB-kAfGWd|HR|2@!G!h8|X5bCB>~)~dW`n(vo+sL1X8Tb-2;)%Z_k*wyM#KCtj<9!xgc(qJ@3zv#uvmH^ z{sybZAXQs{*y&Jux=(Keh&R2UdhR%OiST-aOqT$!cT$fr*^8)`_>NjLJ_NqFZvd1k z_kr*W2BLR6NX-hOcXBL<9>z1@Jt+=1kA5{nq7_lydVefU^pT!_&IpMD;%&aZUl@3O zXh})>OQGD-OnAA~F9jzx1v9qqr@4XKVIz;?*_mnk1v{SILN%}0|7~CPSHDGH@XcAO zx51J(T~>ngZ>r2PLWhIx$mPGW*a3Lm)%e$SwaI2>3V&?DA6GY8$k(UGX9t`2)2jqv zw|*l4>~823>+Q;}{b;0cGe;QEl2b>6EkM0&%;B5$=M8Qg8V<(RpSS*-&wlmT`U^Jj z3{@nkPB$tHwQl{o(G43eT(`Eg{=9V?=|%3If%oG%OHQhG-}{q@B+TScmUf#uD2yrn zMJ4=SM7oSO8&qoO|KS_*&WO}dqB_O1!b}vQHDn-ZT9a*senEHWrv20P(td(hNB~E} zG6+004m~TgDhN=P*3htl*cF>EM@cYf$A*mn!J*xTuD0ZbmIoBtS(mwPb@JARpwLba zzv}K=+?_>d9lLi@pl468835tYBj#77jvK= z11;{3rcMgwd9DvniHA5NgG*MItX=^cVo}YSX$0DxNs7xo&ZLvkVvIBC@wWMB0+|u9 z(s{(E5A#)=ipNfOfc*h7`#sT}yw2+fklDMbO%EWmhaxnXo1q_&**noz(quE$gOxD_ z+%)ok=BppVr%Fp*fy~~BuQ-qy3DgJ3Y$oH4C!%Bl);su=n^Fp`xcvkxt)jpg%#R;k*iT1ET}?529jC1Pdo`=44w z5?gq|Y(SJx7j!iabTIAw1K!8KxrE@Ud0N_x)(JnMgw|6QCcfWe` z(>5czJ-G7vn+48zivTp5oqA|{9H7)IHTs6H8dbl}=L_W$Sp|BZ$<sFvx0}1OE3T&BDrv&n!Sp`B~TAM(|FW}g2K*&cN2GAxL zoEAfrsZojRCOC;o1wh4b?Jdqxbj@@yRW42Krkqj2bw>&*zM4T<4e)bUVNxK~*%0~& z-aTkFI?X9eB`%mT2Kg84>eQzg2HsSoQ%4LBgi|QZ&Q)+~N6(GPR;js%&3)veQ#uic8wb-?fy*xaR`_EZqTQbdvp#>&To?kcFy&<@J* zg~+i?53|OgoVerOul2~Z2IoIc^`1(zZMKFam6?*vTEj4)h_yyzt_5s-z-ZS2PRRa7 z91PqML2-&cM+X{xW{Y#+@^G-bRHA>d!A+Hmz`R0c4GY34V2rfMAbA&fXcsZ6QR4u5 zEqcOT4fPbh!rEw6?jTvwzYB_m`-54I_l?#F4wAhZ9U`LxaD~LeaO+ypp%oqC(=dw; zsm1O8vMz3v3t?N_x&?)pC(q&fBh~fl%eigmY%j@;j_N$Au2b>y-fUVLncS2G%}r@p zW|Q5Nvb;vDo3aN+uOFV(g(bPKp4EJ$YM#{~qEd_CSsjdY8E^F~&+0k&M)Rx^)h_3v zuX8((0J2VIpTze?tqV}S6G8&T{P73X(>m7XT?(k)_+6_GI>-}OPon2hve*Rd$W7S5 z+el7j$zw1#1G$a1*0VHN{>wybEaA;D{Y}bxk7<&_{UH&yxNo9UZ*`_7n6)y|Z0x1T zyV>x|R%2HiNw>2wV8|GYZr3fI5*$pzJeUpyVlbdPCSe}H0ANkS7;Ek7g!Wy#4a19K za#8rB7@)&Z(Z*J0FyP>WIzBk)G(cQ^zpV-RAveBYTZsntR%*3i5~j*-W?FD_h{nZi zqKnu=&2nKj3mGEZ91Ph1B+tp1OE6u8DTooU;Yc?0uqPDluHxnj!+K{3>m9D!=j1O=nO8wL^QYh43yzs zfsV2pNP_s2h=6$=lz~qTQ*x#W;AoioTq5Xq7iw#f`QI)V!IM(436pjZ?c%fykYfm) z+nPaSaAhQDi$*3(1eP7Do?sd4T+?u-JAAaE+Hj$a5DO=oB^*%XoYI)8n53x})5dbK zwudFIYg`Sf4G$OlF&Cs!4BTPVslrqvo@@Ff8=ylHoesb@`oB6nK0qmMLp)8w6mL*~ z6j;R$Sk#0PJ)=@IL%*o=564f(`2+*3;Y1{6=YCQPz#-4jF-3f6dP*d7Xc?(6tWe1v z%pFk?4F{j*bb#ausQn~PU%ktOq=~5-78=GmAuLi8d%+Y=?OuvDSb>`= zcE<~`Enma7WeeayT1eaYDr}bWY7z5^0Za%-m&F%sr#epC8?#9A zZEYla?`cxe2wT0!t3!dL zMZF-XmNrdm?6jVC`UL9^D7{KCzbXgQi+t!~u}fkrKN(y3^Eo$qA*ctKoEmxUxt!Kqc3Uo&C70KZ%W1{su;C&Tbw%lIu9g+0?{)VM7Y=l#A6QZL6=ipI zPanX_uB@qVWVNPFhc)$&xvZ(~FY|iC<17*fM?r2kK?Wy5#6=LNl=5+)!3#pATlA<;!dn3PI0pu$G1sepPZpa=&W)_as*V z9mXBf$*&5iS?vzC=&)A^*oxnFcvaBCZ+3lY+3L`NpyhWXftVRF4PMY46HarK6GueI zbbDVdHX~NS$F50!QMM2*1lL1!LLsD-lWAZC6dXMbE{Of zdN0w{Z^+(%L8I}ErkWa7csY=7o1~JSNTd36(lkDISZklG1f`Vhg~uZ zR1D})aIDM+lvO?N@akTuC-r%ts^?352CSWPlW44oea=G}ZCrNXVbzqhUTf*{* z@9<$(L^)~Cc#sb#t8zZ<)xA(o>hnNV&QJLaSXWMB_Fpn)J1HlZi;r?r2V6OmzY-pX zv)pOnc13cl<~mNa9L+i~C(4~6Ts{kFCo50-C#FrP4rH10%E&xix!RySEns)Fo0Umq zKR4<;ho-|Y;)a73G8jrCX*>p?z-E#-f%E^DkH{lajPhb1;f#2u7D-uNMVq?CEHl|v z)dT;LN@3Jdbl^}?S00V;(=4Y_cIEILIuP_0sW)YZ zo$kXzeJvsWoyz#Tcpy$zEGge^y z$}=~1rqH=!_7;cn`wR@<20nZnJ?{Y@W?s^~1;eh0uL|Yk=)Ew-(Hq}O1U}Kn^?SDR z*~GVRsSlA<|4W>al3r2sZV%+*wscA78~KTw;aA;PFPWb>o?$(nW3RFiYH-!((>VL> zS-cO8x_cI1g}0M#`xe8q_(T^ijrTRaJZ%VeU!#&kkFRkSE#~qy{sECBe2rYl%-7h! z<5*v#o_~?4beEWznZ8vs_Tz#^XK;|^Iz<`BKNfOa^AatyQd&Z8%Zw_e5uf$di0WtP z3yxo{1dwWi_o=|ww|&T!*0P|Ou#>-m@6)X1!~$PG^C5uQnxc0)%Ke1(?qq9nLQT6# z4+zkFe%kQ<$)N*b+ez8MOydo>7MEy*98g=FNoSmWciNS9`|eD7zA*OPx!C9_V?MUP zmw{!iZtl-XH|S)uIV`y2jJ;7dXffH0@?By{F`lUjeIc0XZcQW|BF2l=cp zHJa*`G_ZbKVdH4j-3q%IZ!fhK_5`b@#hYC>rqOISyAVr(XDcyDs( zK-f%DcCeXv1FkmHSjYjjA(?c>*-YQWmo}f+cj$Sd&1AM8<%4k6Nt}9&C@lV9ei%pC z4@1I?f?SVS>0%{I^7`rqcK{%}<5aWc6s!3rzmHgKvYv`ug_BB_JWjTer(#LrDqjp2WNE% zG??`$=xqKlLI=UFTha)$+tEtVdhFKH z7Tw7ew;$z7UPW#434cOl^&j2BD_b<0TCDVZga*^X@GDpH3bd6p*-Z5?%9T8TPnDLs zmMeKazT)LdNT5FDN|tczV46mvcR}TS58e~iN?t(!j8-eTO32iuS_uQWRFxD6eWZap zzktx3>$G`r{Xn;W4XRz{VL`dnb5qA6CK(yNOS!W%@mP8N!>zM(HHM^bR4sw8#-(0~ zj7$O2C&6fkD6c*sq7&!^k0Kfcl4DGa3Nq>1dkKk^LG&rn+ly!v0R2fXa)k&~ zvFG2sfh*npgs<*a|B_Ex3U0Nk(W?oir&yZ-&}+LqOGv0KKrjMG7Rbm{mIHxG3<`M$ zu)niZC4vMjYSi%PrR(>%%Z++rt~j-us#DOs-g5bMH*E^G0KIs68j(GhQyVumfQ8!( z2FvaCTnjZH=l0K4Q1q3)Wd$wi@3p0=Mr(+dOBqDa%G_cTr)@=FjIi3oS3f;<7;*`7 zcvH#uYmrXl*CvIq{!jRZj2ltAlITVWDP$pmk*ekBaLn_hW!00Kb3~lxtX9PjHp#&n z&s66>bsiR(L0EES=M<`=)Yek|Ac9c$@@tE`cb8C!bu*x+p*$57bh%>mI{a~V@U+Sl zbh?DXt-K=Z`KZWxS%nqKLV2z0`MO!q3bF=QKpkg+DvkOtjrt~PFSu?F+3}S-_>y}) z%Gt~TeHr-GdR2rA2iLC~8ZMl>VVx-a6QbdDmnVG#%a1OlJB6*>&~Vrb!Ezaz!RpA6${*} zm*E(+759u#q4;sp+(6EDlbl>wU0+x8=A20PE?dbkO&7J5&*{Wy?zjt`$jIf7=Q6#qT#?jnhXZvx4$iiAAP5SVcoiwGE)c6e3L!p#d`TCQ{GK+q!1 zQhB<~4285_Y*g`3Nb&|&#Z#UgxspLtW@UO*zNf+VtlHk5FG57+TOi6Fk`sWCPVQ+e zHxANSSG)QHoQNEe4=v|ilXucR-)M@b$M$wa!6 z-pJm~2!pgE3w77$p-zGxrNSW9vXEBxCM|v$kxZt$e5I+?4MbPJ!(_W?)cr31o|I9l zThfJtL3(V@A`%}W`@%GO?N|GX={;BbC!Rz}Bs86^FhzcvqwL?K(^ddoh-e%OX z;O9OAWY6k^$6303K#-oWjjzQ%i-J^7g3Wm> zzK4!vRnIfMx)YelQBLZBD`)ao z!ng2u?&~=ZQ{kphjNbc{c)qzteSJBOQ{E&DRn5gozM8S zvSB{$GemtJQqa&R+4!91A!mh;?vt9l*P#P342IU^TAlW?{-$x{s z$;V-OmLy{|zIjV3dJ;5{I9w#Xq9)yG5DKYMx^76H6?s=r3cu>UYN@=d@%+k{wywrj z9id_N+aLF2H0th;y9jS5xoa20A9tpMj>dcFE=U`J-9x9u(Bq*SK#RFNbhi*m!b8Vp z%sh0*<8iEqP7e~ug#RO^Wu|Y{e60!^)8{J5jom&$2ffUPTxqQfiYX2LUVNYColArcdZP~k%*qtK(*fx9 ztam3XlM`xMOp&O2=_%8O_acW5gjFYHhhsNyz%>p2_>co?gEQ%jv+O>FFKub?e?!j~ z#7drpzn*aJ&UnsU<8Tv#CWD=^EX4;Sg&*~x!7cm{Zsf= z_jyZbj!72ev%l0}sz0Q0_1peB_*x(P>z5#5sqL@F+w?5n;QB=x$##QF@x903`U+ai zWpJGco=by^3zhBvUnTjnoYLy|5uH2qocX)w2g`?XJZatF%8m9TW?k-f)Jz@0klYSV z(hyrFQ#z{Z)M7qJj7bX)IcQN@^GTO09YkeZj3I#k9q;mTvGNS6WMgVzQR5 z#rL_arAZ$Gn6)H&Cu?bf_3mUXaY9WiB*t3OhIh3?2f|vCvV*n68*sIjYl*y@svC_ zU88fF?XKY;Y)E)tv5Gb|VBKaPCSeo`Y~bEpY82_>3TzE;Oe6sd((P;MmQ!wMHg;7@ zWuENGS5Vk9C3lzaE;Q@-yCrtduI~DMtm*aoh!xbg{I4o{a`Eu0I$cZ&>HUL==8H>Vb8UY5n1 zk2E=-@Fu5>Nz=((|E5}XAD(}XPsT8-{ndwc9hE>KiIT+k8bAN3W}3zB5{ITS=YTSLqo)xhIjmGziPK`ASL&0{N+$L9gd1mO3=FYb6wqQKVPlC z({LW24yU_B`e-yt^ZDeIs6_fm&u>4PF#SQE+I2o)@y{$gIRo;3G7D?RxUOn#WZcgG zZ7As3?viGCqFS0|Y-b071E@^oJRfIRv#@rhB+I0-zM zc8Psb*Wn4B)qZXG)U`XQ55B&at5JupTtE3;wNz#vs5g#W|64|o&{mp(zbQfP!u*x?Rof)>?%l-68#xHjO)XS ztf-r=qQ)kVE#R%{BzB17V5LHvovx%!^?b2V&(|CIsRkV$fwP)uyLc(bj_ImYTePRW zT`hK|3e9{Q8^Fu${BU`6augpHVRGP{rU_)uryI?^+@x#etMz=PI$6QlQrIir!Uo#b zx;$<-i;YcNYm1G}REhSqx2yFIKSQX|uHbkTWdr_}%touC7YmyCXYLl4853c=%n-=N zEp2|i9pqh3X!iVu4RqMlRH1I2VU}0`w!-K`8c5bNjovqgpjU=UUd5LbRhhmHe`bYB zPWGJ!#P})l+sE&DVe*_c{O=8cpG8^(@D%5H7X#iF+0n3ps5s*DOqDh=FJ)lo)gA+g zNQ;zB(2%?X-$;v8qDr;K8YTra{teLaNXv5NW6ajxxn!SxYERIsSg_?aq_6ueIyzFH zw=2)qQXQTo^Zm%uh((@>%;SFieI;Pp;lR*KE)absQkU0 z4fs0Em(#Xp_0@3Z|XgtTfoS$L1e!Lt4S9&>|hnVvJg;;h_lixF3 z3lZnkd8FQ)oZBPZ){B!UJWIEeW!i>#C6Pt5z*5m)$RN`Np)w3PS?2l8$jIjje>At%Jg-r z)q*Hf7cOEq93%!sWyCVU<}%_N?^e?c37Tr;)ZRrMM3m{D(=#q_+$^P)>BoY{CuQm! ze@-K&UrC449Wng^8l`DjX}nRy^q)MxrHH9(`h&D3ehpasZHZrIK(0mlT-p-EbBVUZ z&$B>u+Y%bjFY7OT`%;i-||}gD$(B@rYxesZoKqF_2&q$HDD1Zto1iEsHx&Qwx4fN1e?nog57L^_JOa9e`?PQ!IX?Ji@DG-1JB`exqH88rK`aJ za~WZNMF{*Rr71lAat6E?rTIKVC{5TQN^^Ob-cm%FrTB!`$x$2&7Dt&&xU16eKtpBG z+ao5qs~-b|3GV7A=v9KdD*VCT%EIpNo+a+t7@MxPTBwp@n;`0#9d0_S41qeXLfXj$Ich^K(3?q{?g0!Snfi%#V?AHaGW~(CU^H5Co ztEyFZ@!(a}{&ZJH&?wbP?73DOKUOpHb*IUl)p)4=h&o{O)$Z&;Cixf;!^Yu*`{ON# zOqT%ZXREvHZw=w{8@WJ9pp@H@U4lkwhOs0nIkNk*Zw&zLdL#{`{oGlnbYd^St_cR# z7IdbBloKPb+eM{8dfi(9x4+kYVa6=AGcuQ6_fNpCwpXOwk>hGl$pX>sb!$AwyzVbx zxPH8D0#|z7e5Elz<;%3_xYLmu!5_V;Jkw~l;W-Gclb3f5pe%%6`_#deQTZxv%W3MH zxkg z>+))OsuU6pDh>Y`xzB=nNFXoX{y zT$<9oDxu5aLaA23<#5HlV_=+S6-+Q)uZ|TPjV2BzBR(3d7p8G@-1_x*U~|f3OKxV+ zuEa`PYN`brd#=g!xHp-kF-ES#S5&L+U2`v_l8InvzPd*xpjNsLiSIQ&eyC=aCAB0z z$c51OsQrL(G39}^3vqfVX=852q0t_qK1ad_tGn?Rda}!IN;PoY-pKxFlxEaOypT8Y z8z2Li(7Psw-=Dl><8onrHBxG z^bNIZWxw_7`7CfVC;rqxUY`!+4-2MWMhg4uAn!E{$clCsK$}KNpXpwyvv9y%Z z^!ZdX_UqCaJMJqku;S$TZUMAu1@D+ZX2Hf1GlL^&$`8Z(t>N0)e5El>H?2>WH|OX! zNnEPDd-v|qdbQmw@++13cdd=%^<5k3LQ>nZ<+;G?wrsz4%O$vNyD>H1*n@Q71dd_F zW?p8!NwYY=tJ>0H0ePJ^XO;QGNh<}QEn{#wSuC%Q4#b&wC#%rzWwy_!n(f~o88$_HQRQK$S)HwY0BtDpA+Cxh$iaZCcN|9Ln}g?%$M1QB zaR{yh`|rpj8rM-0Co4JOP}kl;)Zrf0s|BIVrQWqJ$`-XC)-yf$=R|w|SeO``j;Ymy zJ1)<*uQz`Cjw(Fs>u^{0ZH4;eNd9VeYxb3Jdw!2!n0;oPMd)HsXtO>1wexn!n-N#?ATbw{6XzH+=58&E<2>d-A5!N0}s} z`{7HCDidOOw&~1sH*KsnI!$a{8>Or1M^8VUea(+iH{u9y`|mdgVJNQdKCn1oHzeEl zBAjPSwh?)Qu@9xBj0=p!i6;pP`K*?PxYWMLA;i9E8>LZPp}tEb3icAO3F& zK(Y4WhbA|4-d1c3Y%JS&HIQ`>f!gq@dY+T3U8c?ULcA;M6 z*8r>U^E~Q7CKwj4e$ngN=ra(%L0 z$=6|;lv_naBDpow-WsU8wPECQJ(+xyY3-!ISkBKJkQ{scLw(8DN+6l}izAi^F zAs9vmR1^v9DeO9#4%*2&QFi8Jbr;~=+vqS@_(#NLyfa3ne4$um)*H~?pwCzjy9!es zw8UK7wD))yDUD`+SYi^BYn97-;@1`GuueIkj7g$!R_o?X)_y>;j{ITd+>rqy7xwn8 z220rLl>$=y(vok@&8d+h+r5!xMnaUF1Q~V=+B-M0I(FI@%>E_l#CQKG1C`;aDy zlEj6#cz8|NQSlcVn`ifd&BKAsO&punO+QB`;Y89j`2!8ur9ps+YgPyvxZ^}^Cy5Qq zXy@G12kz7ykD}4FJp^4WK`fR85%ESw#ANMEYF(5ma(buQ`*M4sLD#}DqPt?n7*8~cn;|HU2%c5Ia-Ac=S}Fl|w%rpnyjT!4rtgB7d%V+vnA=e_ zwf-aoUFL!yQazWE%4SW{ zgztz-F24JLu&JXqV#J{D)0pqqknh!qcNp-lRkD;LL2|47sph%&#^V4fQUrjQ^6o2LY6Efn3b)E8uIjoK?iP-|KRME(9HF)R3Pzx(?0Y=tny*~u4=K3R|-^+;Zwf;DNgseXrfUm#w zR$^b@lb9Ll1q%;!ruQm#lnV7vu&nkNK)@oCGBOdHK9ty9AnRkmuc|)LZkV*Y;D3V* z?%f3+qBpVK1*~$n-$U%q;MpIl+GXX?W0TFoOeLdo_Y}KsNEVISee_Ycd%7Da712~x zySvLcaI`&`^4u?YFCke3N9DQyq*`_N%wKtK6w{I7+*MBeNl~5fRtuAFt2u=f=4wpT zzC|5G_Vyi|75}0sgS@9-cjjRgsGkEM(ym|Ikt4wZBo~ea= zW1Q6?(izdH@jjKY0p09GM zvyc^w5v)>bp4ByQT}+h)62-aUX%t#icNLmdR6VZ4^LDveU^@`y9;m$eMSlBMo*X{|h6rc_fnF}FUO~DaMPJv^STiV`;2HcDD_J1O_!LkWQO@DenJQw6_-L3? z^El1DgJZwj>Re}$+I5wYuveke5g zy=d<&9LQvY?!yX^!un3B4Qc7pG>P>dO3f0f&J9MpsHP{A@Xz`{Cl%X1%F$`%1drJw z87@+S*AjxRoAQNT-fs*7O~gqE9{8O^a3__2d&@)K8-gwt{}8K!$oMXXFRz#br+Bj2 zOvwWgb1(*Y2`7kkiq*6fRJ>ME{_0I^Wr{4-S6!SpnSC)1D32bK{Eobz!sg?V$q>e;0bareh?apk zwP(MYbAKphDPh^)8b?Rp8sJStxR|u&k!TNjYH{((i1wF5$DV62P74A9V=kl zO{~ry*MJF^3+|jK)3=>6R$DFtv-04bp_XhVtL|O0{g}idB;`}S&~%;*p>t&AP~l~f zkvjd%%d>i(GbHUf*^N=E5J#Dw;+~Kxnyh>T=GXCOWsZsv_8|lk`|yBGdP~91(yt53 zSjeCd#Ec5u+M^|9EMAG}yE7KArZ;nwv3PPcxXpKtcqJ~Z1OBV($PpDzH@oU1e{ppx zh{7Gjehqf58n!mzjqz+Nr z50O9XFp};Ot

pC4;Y<95h9JJ`0?ntg~84L^az;Dg($!7Ba?AUgLXKp}OAU;^;LLkN)lEhPY5vTl$Gz5-8eH5WCViXquf?(lji5Suxl*Z z9ZE{Ft>N_5L}O~Iv71tyfDv2TH|OZ295x#aQpTx%t->_5V83*x@pt%NApGkU{hrVj zU3)jR;Mq&Ps4~-5J65Uer7)F|wz^53TA<=Clw}lNASxRQQ+r!rIME`a&NLVkvVw&Yjv?ab8_0tVChOISDt7tff)?Y%BRUAFS;eK<{P?4(y==Hh-f+RP zkDm@9nv4bsx>2;`6KLDbY2C|$e$Vkr-dLO zvNR}BauUOVonqJ@;zsfa`&$opR?u*QDQFB&rZ^~u5HN!MPy@3y1Q?U}hhXBDu!$!d z^9J!bjzWk}m~|1qk|DGEkk_`XcJY!OOb{GpKh(G_hTt~BSCoDjW9YT{Dwd)WFvOl~ zFzyTjL+~4o?a6Of4Hn~I)&cgY(Qt1F8ca@SnIJ|AFHYxF3*mGcz{Tm8xQ&H?Orf(( zDJ3NHiVz${IF^irmoYT;&9QF|0z+^tjqS;?L5Wkbz=GOnu6uvTR7|cTbiRk7(~Ijk z=0muS2H;$m-b!Sr{)OpbFIc##nBJ?c=n0m`9E$!XnF-CslC5O)XXg+760QfzVWh^^ z4>TpeA418<+E|VGeTNa#kxq3O(00+q*4X3+HSt5EJxc_{UuZ-u`@H~r(SeBl(LT$t zUEsX((IHbbS1lc5v5L*lYo%~hgsc?eqEQ1xNiog+&S*s=*`^ZxHs^7PR1taE)zrqW->P9t&MERi#G2gmwi>VuVHoG z4${=f1ht!;Vq4so!CvhuH(Q8b&_T?I%Har#^59b0)4;jk#t<`=T~)2Rt$9dgM=>U@ zv)A|S9UA|F-wqvrp=IVDs7ZvRsrA%r&!7$>Y3g%(Bqn!kj3lse<`T1ZbVfD$CgJLa z7o<_j0|Z;dZ`W-Hkrh1bRa+Gk8ruGdRdxZ&COi zFX6*mEi~*O>;?As^#l7Mwsa5-rO}V$4TSXI69e1mCmQfC^aA)lF~GA^@ZU=B+?@dy zoqJ}0f0{Z(a0ZwUZfiC(KNepQ+22wI*d;~=nE^iPsUaEQBk^_GvY*=w@ZBI;Vg~rI zEYRE;V2$5c2DpUbddUD2n3N8s`#ZSkXBo)}!Ei92<5xhM_jg=~!`q?C+xkMa4XyTG zWYhQs670G)%7`>*D=5FK?K0feCiaM`9B{wg=%s!MQ0u4rY1)(pULa-9@O+Vg*2?^L zk&U{F-I<95EXO0AR1E{FgM+PEVw0JCt$h9@n05myR-PJ)3@BZbLAlkFCU`~^U$Z}uJIys|L+NOKJDt0%VZjed zu~J!bsn9I3BeO-C6+~z61pMM6k(|1BkBwApOiwrJQ+ttDMmo2FT-pp0E!ZH6G+U?H zn5iJch7+bIkpts*{PAt1g{fAz+#lqMsso_ZnwZW;5gNMBQ!Y8l8)#eYZi91 zX<#oZO}yI5@hBJeCl^{kw`Nfo(|jW{XHr}Xvf~VY!aRP@%NS`MzvtzOIC#d$!=A+m zL@huY_R@n$_*{^QwOGW2GIC}&Mi!@ib-)g>Zhw_bPu7U$q%D6*)6ko055~+~C`KoPKT)R~( z0=~kG(dw-#jyp=3h8XVSbdLBMdgc>w#U z9}Hm!8GjT@kiuv8F)82|h_xAnpT5gUuJ|H@C%A89moa#H)&HxHiBfv@Px(ZxQii3R zo8@YkKlNgJQ_!Fy_d+AVQY9p3MRwQv;0q!;^E(al`$9lw(OSU`bfNXT8O+Jbgw%&9 zVBq*n75B1$K@31tc!VRxDqwg{lA!2cNDPMx2p5A!<0K*n7JaNq@TCwEMAqbCK+@+p zlEPT^iJ(CRtI|lGtlC;AYJmOcd+f*WdCfY*BK&0tYRx4@#QZrUrq`08R}vw*OOG9tMY=7cy0oLyrV<&t}N=;!sY95Dq2kxj6I+ zZ5GAPpV9AnGMS9N-~{pVtBKeGFEvc0Ej);V3dNu5Nt|gd$Q?z ze{4!aD5Qy=NGD_>CKD1en+%y=Ovv#b!h|#cXTtPWB2WAxf0512=k#7hb%$Ye-xC+v zJFbJfB`Ys-mm%(h*p5}yEq{=Qq9Z^e{xc$PSff1zY|*GK7(*<^GsIms%EIR4S^C`i z%xokrs)+FF^DJ@;fBG#pTp!xXKA$%N>3nzlpUddRw zCztA$DB=4hI-`&a6DuPl$)z8AuJQ8TKJY@<75rTiUW^*4T=4RD_+odmlI%`&uUIMi zT(i=5LvR>bV(f|*KFhoJ!{yJ$<-l< ziAWYw-j{pu$eF!P1N?BVPg@XP<;~)<oV|-sU>KWt9m4JvMJo*MznEG3d?lrxDd`v$e52$?f z>|Oxh!~oAOAH6iab9ecu=-jh>^v2X7g3Cww;I<-8Dj((RHv3yDA9V@6L6(m;fd>Br zgc^)~$(H=wmXCe_QYNu{bSeupcloHsZ>)UuwHU6K@=*elYGJ5+lq)J$*7$ln=Eh-0 z`RIu^l?$c(b758 z7D=qb%G-5VD59x1>KjzaR!dZ7 z1w?F9=pLm^{A?z)L)DjTM{9$fz%-=3V}!j&B3y*W3wknIbgmymJCs6dx?PH zsB=U35{5}>NQz&Ys2>O+s*EoPy3z?A??wBJ7}SnY(DQecWF^*~loaIJasFb&9HKdj z(UHP8)&YLSRsx>QwD7OUYQPirbZ%FKk>>cv5JqQFCc)*)z~%p!ae1;`V$_lG1(9rg z(WfG^V=SY0@nvMDId(jRY`~W0WNS08@~juIi9i)5`V_2cZ_RG!S^31OlSvKDL6s>| zo*g7&>uqt6mZ%(Qp*Zy{NY< z6&NVE`E!HuAyCjP>}9i~jTB4^w93F8c4{d2^3ZI}JO$bpxRmz?AuBGTT8_h_`z~J- z@uXO$1u@U1yazrlH7sDCu@#vp6_Fl*_QBO)tAhp=Wi~Vtyap0H8A?05L|0TC1eEd) zg@9~|U@GN3g(1mH1ao|bh+v|^zH9)y?(i~~2n`jVOqoY+6EkCD0+Hq;ZJ%uo!C8d2 z=;)y>d{$wVhBpTdDtL=V^5m`4dqN?+qVR?qlckVJncPQ3sRf2cFYejBeq{*K&4or}{xe2quZ6}r zB4nY_0FH&W;|RD}4tugsTe5FEvVR-0Kl{4E`kjV{}qC?h|nO1 z@#hS0w$O-eR1nf5_FU60HwKAtd}V)GHj_>WAx3CyKQYn`*^MBe4QZk$a$LwnOeQ2` z9*xFnX=@|o#ql1(gfswW!t_?6ub5}9fAgP{S#~4 z$#CGc<~X`S)*KD+`yK;`_5XVwpNjR*IXV;;z5df%3V38PQwV%kDVE;wyD*n9XPKi% zLsepCH%uz7d<#(EF0On#y_uWh%F`%8IaX^m>KSE~M@PykRlCH3%I?%WlolFbuwuT4 zmzVDz> znn@%HNVSvS^!%1;uv};uWDVBJr-#&F9fYsbW;wStSYHI*5^J!QXMyIf!P5AR)nNT^ z4A)By7J*4+OjLu#S(lX+{XHIg)nIM7mP$WLRaVkcz=lzE3e?p%U%!o=*2B|#bn=j@ z#|mtv*?lt*=O=_{QaGTm_CcD-32aj5ipIzo6=NIJB4_BFZzQZ~$?@bY%Vn~kD0-ow zc7C{8FHUvX9^CStHc!+FaciHZvxIdhWsmr!Cw6_v#H0Z%=5_#<-ZhM)dNF{{V8MA~ zj=jy#Q(jH>InN@WrxiWlANw06V%gsst(~CZgbPe#2+qk$E}rCxET|iwPc`5VgaB?b z`Vuh1eGExnCNIaQZMsED9A%YH1K3X8Ac02 z(_UzbTlx<4?JaI1tCGrX-o{~zXZ{WU>i_~#vM>Lk+2Erg0GMn*qko8v?!^Wi&=Azq z0EBw3CDL08R*>>n#-j`*e1jGD<(bYXHBcc)WsJ>ov4KnM?keZ`mRDA8g0;@iGNmdQ z96gA0Ia{OoZJp_vy}YWVm80kETlO+PJOR_Mjf%=TjvJ)fn|7tsqGK75b!zj|3vbxl zuAokme^1S6e{pM+m2HyUh_4J4H;vL2*+;v8qe@HF33gm4swAnLg?EE9^3WryWSB zc2Vo|<)TVJvYgbz%n4IH;6OaoV?ZT8X)PU`*MhxPsaD;E!ISn;R~TrK8o_#|SJbeA zI>b-abFB?g2N6H@03rn+Si7jkL+za!4_9~j4-MOe>9Dzd(#>d;=B-JRkxzP#=eHlV z$g8J3NT2j+fW?1b(CrzJ&#h0o9-}Avq&u=ebNi&4rD8tmO7z%^PfB1)pOmvHbKeff zV{UCY_5~TX#6{PVOUjSmraDy|Rm+m9P;a*3w(T z`a!NY){|Zn4+-F>c%s+RV+!67-KS?+`xtc)(R~M*#9%sb*w`?>Z;7i# ztpVke)m{9hVf$)2Y;N86B{cHYeV=3B8lXi3FB-(?n}iVZ&wBy+KY~HFC6H+jOI{>( z?V{2k)%DTiA?kV+zD^^|+^Xx31ILN#`tU5!-0E86H>R%t3d8lHt_e)3uKCJh>iVzo zI8j}jx4@iwGi@<3{AlJw^5as6;$dK{d339G^FBXlh?X_p$ z)~vP>qi}(Y?U3a1&yKx&Inyb#C#$I4Kg+-NK0XbakO`acO8g{BnQ?h zoMhpHD-t^skf1s4?qfbnF`v8me5}ZLYHYC^G@yu$(<=~bzdQtJW=9K>F9V7mWhhFwp+zj3V>4N2K~~7PxEO$Fu$v8FFQYS+i6@pscFMrH z96Yu8yF(DT1VMv3rcZ8pX&qts~8@Sht z;`L^zJ~v)yRg1!PH^c1{)n==$lrrGJBVvkk^ojoAY77bLJMluN;;onQk3QI_N zGB#0@{QHvurQ5$BqBlwYJ!gh~{CnI52mijO2)EHP(Z}buY$c^EYPHeLFk(YErfyJS z=L@_^FC86nx}U6C%}dzXn10OdUSYlDj<@wpv-!0O>JZmk&$V_9br5mAmn(Y2{O|4Y8HUi<=@irdDqvLn=0^_b=7;S-I zN)kCAa<^TS8Kk@YDBy05+lsRG5!8?tOo+(w`U#+UNyaSa*4^HQ(G%V6*(}i9?zYBn z%-ucm6PScBs@USIiMiY7;IWsxz5Zr$w`F+TD-u4E*d#sZ{b2!WVA3-n@P6hMTV6e*LA_UrU$b74md0 z2TI|v6$|G%jpTP%s>KS9c4C*`pApk%>s_^ieNpY<3(nD=s-K=SYoVx<+4 zH7zYxDV&tZiZx8KSXY&jEY@S_O@hT56}H2*H{A%~zKRu3Y!Lr$Y~TsM*|Mz95Fd=P z55}qukrA9NREAK%v2N!q$z5F6SviOY6e}ZG8uubLxWX>{7_J;DA9Sr91)X+vswI0B zZfo)fnuAWoT>WF1bjrv{ss#h`;hw8gO5I~Pnx2w3OHbHLX1ho8cO0bxZ~Rqd>9+Q4 zfe?0^1x~lpcQFbZV032h=2D}`ueP9L3*yjG4A%~gDEW|s~nS1K_At()zh5~Imz zyqkzqrx~~VjQQdeCsbK^+*R?Z3>V^A+{5EIkQ&F6=h zi8F$!n{S3F=H({h*D{}>iX$Iug-rK0DF6Q zwJ~bJy{^xy*`}MfBJ3%Vqfq8;ME*Mla)&*CL~mk7B-24_1gQOlJvY)d$Lw}JTy>6v z6*E=li}u|I?16u}C&oBvG}2kJ;@mTTiqoE-2rZ_>VGoZ?VtCI0Rp#=tubC`$1*yy> zs#SNP5vTR#$_Sq1vW-30Yw>6`j}T3%XJ0#tI*4k@Juyuwo*0@^Jb|X%V`$3Jba>pF zay=UPYRc0*za>rSn&u!iNnd(@N! zsnnF5L7Ar9508B`O~N$MaiKd9EoBQsw;s zu=uOI?`1$f=PK_#03cE2J&^^STjgmK$5h@c(PNJ)k06yQk25P%d9T7_ACkCYkxsg!~1IOC`A_Asb4<>|1?@WixtpTUeC~cif zGE)Ukm3?be;4Bji$Wf>Pw4bl;s^1!o5A_1<{lUQ6a>z`P%88M>c2Q@L>iYG7+h1M3 zCS#U!uC8|ifJAlu7g^A`)wM=(OkH1!9(z>R1gTWld|fehy%moW)wQ|*<+4k;5P`Oy zYFDjmQlw_ct9u66<#y`AETu4%<{nIEdWn2i%)(oTFB;*?i12Ae1S5L>VTtg<)D-p} zNS(_Ha0;}Ig=u4r^HO7XolXyFAYQ;PRns@I!MfU2nCg^S<8lFYKKxRh(fsxb3VZNB zT&q^jv#MnbhZ3N@oX#^-d$9*O$C@Y@=q*7Yj}w_`>_#*nfePAGgg$WIlvKBh;=d)c z(Jc3`p)6N>oLcbf`J4oQ>XuSrhK_n+#xGgJrM)QstrlCOJjQ@KB%9Sew@`HkSy3~c zc3JR9=~kj{3-%bb&0USk0V2}Xqt{mNs+M)&XfB7)sQF>9s96RDqfwK+!|BUg*nM3E zY*_)r$)k1n7BF_i4ZBkds6we5@LDJ~8@M)*){~M{im7ot&t-a%p`f32gZsE}$PT}5 zDv$E;>6xi=Yh8Yiql28_c>se|$XescIA0lRxlZB!C=}PAhz>Bd^m>c~QsyKs-tr=X+R<&fuQFXpsWNswOKPYL1*&mpC-U$fT)M^UV8%Cua6x2^(d9|6 zVaV_0xYTEwi0cVygGQL84TV^;p6SK&!9LOUz9h66TJp|?K?)RQ(=qbn_q;HRiTk35 z#_eZ9aBB)C;>S-h#Ci!PPJ<9(Km)wnV*nwT{?_ADp}6@n3WbFP6OW9fw-oS5zeSqf z>5W9On2f$a$*EYU-7qOten=%LA8~1JqJ-o z@vX zW*Z&=-2T~y`!Z%Z=h=qM03b2ja8DL=?reibaV*=g7CrWuZ6HWxwt=rR7U(_+kG--D z>$jI%IHYPfo!2BTZNNdq%(U;+%Xd<_fY3iG!W_~>FU-FZ5M|3#nhssna3Zzf+5b1I z=@^#fqqM)3yAO>zLg{yu_lom9>6DO}X1N8(5hBcwH{g=c^bnF{=Z8$s;J>BO{8bZV z3?h23uB(8Qq$9lPFmdJRw9URK@{aBhY}BpjaFTKkM}XnWLaSv|)h}icHEG`8D{1Hi zF-@9eNkah}VTeh_1bvlSup1^BV*dmv-Gv!npf?GInBby*3NzM=m~yq1avC>F9AJ;z z@o^hWH%~OZgt?efD8E|wGB;HgKk#M()86^6YSnGcoAszs5i6>|T4w1w&`Mf2<|EDX zzfpjP7&UsjwO>;Q5u;`xB@?TvTy!T0O1A}b7#jInFbA`54GTsEEm^cc8(a2sXUW8d zUVvQ}46H37l8hJ^bp~m~TnD)QjhL%5W;y3Z%)S61(TKSs3p%$Eqfs0)V!nw5(W4PV zkV+$luPbK6d|RwhBx1gYZBVu^ZI(MbuP&H;)6>ap?(Cyra30M7x&UBDW`JKd{6-%4`%1GX7&(1S-GjC2#+- z5R}S9fxzm)uy!9oduLua8_7FT^7d({wQ}<=wDQ=AS4RG?`)@9}9_jGK}~ z|4qCJ8mBoP219ZhgfJuxz!@^VmBXOr5+3kx%2oz!dLjm^rj7Gg=w~sfo z+dlINPzF2toYnTESs4o9P$$d~?C}?RJyb&gGX?Zv!1V-!%8Lj21VVU_h$Tus*sD_Feza8Doo!UFnk@oNeCE z+cPxBjZGK!Q1UiAaqBo3E8a~X!NU{cz0FM!@qIw7pZ9DA5#Oa+&Ep|eag@Y@iHEzs z;pZW{UTF#P2{oaR;G#xD?c>zJTm%>YH61c{aPeQzC{4#pT7ClJ>5J^!!2}n7*$c2g z3kKGfCP~3X7j*_1Ts-cMkl^Cc_&SXwa~@p$zd&=cwJ%7R@B0R;@JVq-~Nee{=6lWKWp2m1rJ+lHpz~t{m%(o)m5TrTQ?YsH3EXGXSJ~Oa<7f5$2~zR}Sr+qSK+Y?8(h#*z&YKXLVB2tPF(^k4}oU z6Mv!C!?_`Vnd^bVmS-`jyw(GsKnM>KG1qzwAlAe29-oS^C1;UPSZF;2ge|2>8Wgsa z?xk`%QGsZ~nH08cV*2i|su~J{0IE5nF?0Dsxc#)&gJ~2?)ZO>bYpal*K zq@~nW9%p<#cN$j+rQ@Wn;Em5^RVcj0f5A?=-0ELbB9GWieq8X`_N;LVNrrqhDG^0V`0$;@HjCn zYM3Y|C+{0!0spMd6J#=}M9v{gwi+N}!k5CyHLTf2oi zh$!e425ET7i=p%6W%qiMfqa6qgG$Ek$f zq?PdjpuykDcpsx&va>wrR>lqhkZ5JRI}19um7!O4%*wa`J@#m25Tw$|;KG7g85iTR zkCn0I7MyW-!(QC|ULR`FHq18e=VQ_h8!)NLlvJVKiAg(G@sxHcU>iuQF;!MJ$fdd` zeo1XFed$H{T`>U}6G&zTX`@_3Ex3*HZ8iJUX3|EH$byZcq$1sGJ2C_ zqi|6Bu~9ZO%hL_q@Q&MRJJZ?M9Cg>m0}56TiIxiI)wJ`fkFYwTvZvYr4Td$qW4Kd) zjB3^0HE$si3lA}y;o!(?ZZ<@oYW^QlGYGL9^t@|Nq7EXK!vRDbp?!O}itmzinA|4A zg=pk!GHhnw8YaWOvCHV?6Ie4fL(M+57tn4E2F;cVF2zgA)J26sD$~0Fx4$yooiWQf zSEi!?AW@mNv!HV;Q;p)7GCdMK_NYt=QmIV&`eDj+H6AA_Q*)c-$u}{nj5--Em-+d( z1@lN(r7yj{)$-ug0tRn=xPXF>A??o<(u|Ch(1Ed1g*nnFw{rDH8`Vg6kRdVyvt%USDwlJWc6(;? z#*M9Fb!PAAWVK!CjE`0u8yi!l4ZEv%R5#8PCd;jjH|R^>w^wIcLLjd07X6@m{GLZ5 z@WJ5mh0u^$e;pxdt+ZV4!R?;i`&>|d-(zddZ|{i!muyI}rQK;(XKU|68!Vq%5%Yi; zr1?d2GN#CshTGd|C|;bTnIYGVVu_OLxrdBeY-!^vy2Kg6 z-tU)jT=D0;(M1TF-VX>`Qxg-X`i;*rT>0%F8Mbq=>!RBp6Q}Q*SHiUtKj>pV2Vy?o z<@2%XDgp|EejPNtsI#Ck1y-F|Z9@(nla3=Spp-B4B3aqsioshbOOh`KiVi~KG{cA( zMPy+)Hj|AH`czaU2%aJue4Eq2D%m+nu7EJ^-?z$m2YA6>dj1qH%|HsKpZ1By%e5hZvPuC#wiO`TRSYS~^48!Bj=vDTAX&rtBE6NU z6!yOMA#c7qKyUt)-U~xUk}3TEa@A@c!~YryF;_lk zz7yepz`bauVZYTbOXq2X_B(*5){66-r>BI}= zq2v7t>f|fEfcAx8(CqbZTBLFsuT@sFU#9-VlC6grY^N8;;;`J<2Gv6mB{zezgrkiuymeD;T060DmEv=kRg(lK0} zCZM&p68+A1H!R=tBJ^BTzWc=y;F9e(?Ym!sHe^`}-<{^?AaNNbL$$;I#5Vd$5_jVuiA*XSM&&P7f0vz{ygN7F_8jT49ov=Dj zj{6Hkz+?`ZAUQei&u4HZFDk=9)F@Nqz)qf{c1PSM3zdY?U#w~cw|;P z*Yt)KIU4!K04`zQ8Zm&JX22-Cu~)0R<|7UDcrQ>ttskgmazrCn zK8ak!cvml=?Ft6XmV`->3m1P4GIH@K;P#JPyd-0ma~`=k2LL2SE@rc!b4M;Tier(B zcL?{up(Dcrp{ zfw100Om%JavNlI*M6u0SQ!L> z@L6e8_$>s76W@kFSr>*uc(DO3^fdAz(_ntBKq5sU)}V2ky=R0uIKGpu6C=!FQ0W&O zQC66vNgOBEyCDVol>lk0-^HVbFp{idKGGPzFa*Pq#Yz73W`<`ulT^axnGW4x*8@GXz=YIv^4~m60gbbdhyBoSGr)fCg}_gYl?J>P;Pm zs-gt<<{2UQi*Pxqpxq3GHkStkl^+TkUhq1N>B;Li4jj31<<3FRnyViTL5s=N2ZJOp zVI=Y5YEHcnt|ppuu1;?yB85L=iogpNZp@_jDx#J`(-16=J2cH$;<4g!3m&E-GgFxX zpEC7-f6PNIl7%S_T?i^9xwhkM}W4 zI#1^-NwYMpthGK{ z?VDm~sjyPjI?XkaB)z_7x4$%_}PXL=0`DcD1ljh=DsH0r=sHr*p#Wa4gOFZ$<#bQsvnCIj-ooi=%$URI&*LlmBkb}$Wbx%8W|gJnESM)+ob}WV zhE_oxgAq;27p7PeJU>~*P1agNE2FHp#(G)*NI>arsV$fyW;X5j6;cfY_P(37IVJ2^ zjy9?&VD$r~@k*WS5%(U^H#mZ^FY&;_)PfhPXk=%XF?=O?yNPk1u|yo~ z-cn9eVl(`XcK-Ip3?aENwUbqo=+~T>yDQaVMUb~uX>_JaRBK}QIKj`Jh;>z-Y?g7X z8fs)F@JFdJt*C2|-a*}Fbr&OVFEu5rLr^bs3yZ(!(x{C-)OQ?!TdWf-E7<_{>RF#ybzvGy{oUsNvk(eJR>w-f{bLUI-8iJnc8naxjXk?HhIf?n znoxk5v2qud4tzE*Z^$vN6=VU8e-n@Mz4u{2x#V-po@#vFu1(d1fN0(9}+ze z^cX;_i6tJN3R8!3NhmC|Cb;9B-crCLy&OsN^hP4NE}eVGS?=+(YT1^7;@%2o?K?rpsQ_~t$Vj9rripu{r< z;28!6AL|9cj|2mlEbZhHq1d#GX9gLYegbg&$ELrTG0QoRO+Nqt5@XX}&w|b!o7O0f z#ipmwV~??Ef>g$)`D$lj)H)t}#irNZ48=hwx03EC6mg!g*wNT(W~#h7cj1K>@>?B-wJ0ARs+6ytYP7E` zH_JmK`7=iH=U}fI9$txu*V02SZS82>fwE8OXXytTqfZLKsI*#7rbZ`Ra{yNN5dL&p zt+ktsDRW!OgBoMsq$>Oaxx0wPTe^xz8PiTjInR>;+sNc2;Z#RIZMkLp{2?} z+*GTKfDIqUF=#7nPjI+$sC>{BB{21Jdv~LG$5;VLg1s&53l&|9*kZ<4dckxscRxFk zU?u;isah~_UjT4>JAbs)J%I!L6zpeh@0l8n&S|#0hJV2E9DiR~x~)B1Ai!?30P8mU zIOZb?#pul5&80?>OL(LoGP?%v^;WXqHCmhCLrbNMWp1g zjaxn~Hl}g9OSRRgs}x#4U1%D=Kv68qI3`rmzW9a0pFzc*+3No8rfqz2Y>{hYn3I5Q z!FDm)y4mh&ZmNz(x{COGdM$9wrj?i-7U^nOdV4QYYkMh&Qz|(5Q&aLC-jtLk>nu?E zHr1+o@BA-}I0~7Y^*S}{qY_Xr(UACFxOJFl}nTA`Bf@ zI~IMVa@0}~9V&LV_IWhuE@!{!Sd-b>Fq&$H>n`B~bywh%@}8NgYO&g$eTaRqyU?u9 zK2$pnaMcb$tJ?AO7qL-o4Z$j>2rAXyNpP)MB*KvURt!bj%#=o?flU_3-i+_a&;V9f z(x0rT%1GW{ctf+Xt6Cz%0{;`HA&xug%p@2fuu2?uN59=@iMT~TDMQLOA4M33*&d5S zMJ1zn%XX@SVm93jM|LaUY{0&+^V$S*JjgkA*+dqi=K~G5Th8 z*Lb2a_zi^%r-1#c6{w~K`57SaYiN|_C`e?}CY~>QeoHw!O_K#f) zg*Vj8WD|h)55H4rcCktphU`%>9gh^@Hoi+jNg!-jK!}}fcOX&D6RlEN<>|BhaCuL0 zszWDYPg+o{?<%B9WM^b*rIu zgsbEp4bCg6y~{ls#@gE9F@Q)V-{SG9D5B&mHWZeNJq8f4Ncku2#`K{?N?U3uaJ#Zj z?1o9s#HRq6%bEBrJx_2ZgvH%!nCJ3Vc?zd3mrIEAG+SeIPF;W}A;T5$C7$f*OT@=Z zbSAnlS_D?N3*M}#&q+~R%+*P6p`Y)775oegXM|V^bSuz8APA!m6n6Q zP*Zg}Dn>>_B8Xf)jiB0pQU^p~y=H4)!?T#gu6>J)_tbQf5ef3)31RLoUK%l@@aqD@ zP~)jFp^xPqgSNdoi^doo2Dj%jNwdMuwa} zzb82_hD;Xqk1RS-uRzX{_NS&xd(}^G0{?Pv#+LGo1pXzeRd=ytR?GZVPBxW>cEVdN z0&Y=r4w3vCQ?>2XK}7POk7s>Keoy|8!hbQ-i%H9i1fH|x|C1f^pDzZw3j@`}tlpaC z3KEn-A3bQcXn3=Q)C?CgK45d5Qgcmrj)Z2AsDWm1FjJalcmM;rG{eL6JV`TfK>N`Q zSK3RChaG!!0G`s5Vi18&yYkb>`MzY)=>-XKmRdL^T`kCNdeaK86nrTi(`4>6wZh9) ztL`Glt5ym}x;Rwo1oun5_TQ=|9HJ65nrd&M4k9YyC3x1SO7PaKNf!ceoCmD@BTyD;sd)pzxR)CSxCl`VO0jBO5V>VjD4VNv+y; zp&F`~g7^2Dg2z82gn|esylB6D5DmgV3y36xk9y{x`@3ffyX7jisU>NF#*%9@tb`Knd-{sCB|8a?Tok@R=bsf(@k zde;Tt!KU_9>6X$~O8!8z{q<^^zV;IByU@s~ZKDpDWvnf@L*uaXYQFdj4av@6NGOc! zf@F||A$I~Q|D6|ge4Q3j?58j!pRn^n(Oqx77y}rIr5|@>!RRji(1?!e_1d}UF~K~J z?EKNNT6-@DUSawQeqxr_lkwQA@Z+4w-V0kYNee>?Cb_9Bb#KPY#Msi^viD|elzTHm zMzZ&AyoLtgtHO8ZnqDifi$G^vreS+KUWL9=c{X`($J@|Uv$XHtjz`dn@9iME^SvFu zC?G>y?EP3YQkn58@r#*2av0$(2k{|%C$@jQl>Urv{}_!~I(2R+n_Et&CL7IayE3ge zB7`>6tn?283d!g;E4j9JEH1=5vDmq?ffH5b{l6`gC*!g;?B&fjk^A0Nz?NS3X5J26 z$j084`SAz2aU7c3#Id-1qwh3!f2arTW})7~HsCz=OkfAZUS)kQ(CC_`UkIgX?em;1 zX(x$BXx1SSJD!4VSzFpTJY&4m#@@Fa(t31Fa|@MVxU#v;O2O1K!g#sWu2N+UKYbY5 zpwSdR5fpAT%c!}@PnQd=4k}-1*A4HXjTUH#vy1Z>hDI1c1`%6$DpgRKZREk{)IYYM zp+>q+4I1^Fh!e2mKv_@X0diYNhOrZLrEbVsn-2g#_FGMrStD1CJ6H=_WH8@oB?Vf_ zn|fIfE!jmCBg!**^0t!O z&_83??vu%vKNI}weMYumavIr_$+rv! z@8I$Q^rUfrY{;}tHm6I&k3!?LfFZ@`#C8o%qYySH%DUKm!e;YCw=@vnJ}zlO8KPkG zgtr>k=Y`-p!sq0sp2g7JC!b#)1ccyo8rhT2FB$~i!R3ATqw#)Q$dpYUr#sEJGo*Wo za!#KR9w(}D9#3y2wj}+E`M+MU@Q_A&uagMc392FxO|X2+V*mlmOYx~GFVlw-RVPnY zjdZrqZkV(^>IEPJFNv|LPF_rpV-+zhu`H@idOXnb{_gqF)a4~A-s_VT-()9*RK82* zp01K9cGYcScD(!CMUi$k0L`j@JT4J;y`=5mo* zy_-6SI z+&TTMvFxn=5i|tP>igG6=@qjo0->$+!}9uvp|4cVP0s7DMN`e#zIpv6XvOpTM17vu z_eX+}*lY1w96q*_3hM9WnVt5azkyJ3?3cRiqV*nc^J>c^~6% zy|3|i-Brm}--C<7>LUoV%)KMyXzInzt9f&xY3EI-R^3I0u>l)+d(}ik3_OjV+8*j4 zV&KKh!VmB8OZjdx+N=Jttdyf3i3%J`2_?+wX)lB=%wj z4uR;jy0SUev;t37t-6aAivzX?&rwqju?IDxYG+di5qt3XG;&JIF#RJfd@c)ykZeR3 zgoCsZcK|AX8}Sx=ovLZ)$40yyU?kdzH)X--wh=X=V>aR%^w^h;NbpJF%8kXjrhC>gtod43;R6>eWh}4vW@ssG!3^A{}8RXjY!n*!$w?` z5}ffbagdL-_?P%jSc~`2pHXY^DGqDV*ihnSC-&8c7SeAM@X1ACvs}c~V;16C*W_$N zFVaj}h;sSELR8AfZkS{tehgze;(wo@$4M3!~iO}-G{zuk8~T0}PloY^9pRx_Q8`z59!7+&-wZ3E5ZGBlHxom~9rM5!6OVUlI{ z0HAbOb`R6zB+HJ&X`OX7TssEEgpAb~)o@$>kl`zBE?kW5`an4lIXZC4R z8qDrJeMCYN21__|D&gz+$x|1^7P#DaNBbvuH*^6aZ7A2rn+i`(oe0opFPaP9u4tNN z4T{CRNN{SfW6x}OfA_+h+0wd!qg$Ti67$Uxh>J6;&P-jQqt5OluA0HFFJ5SNO#(Q} zb34j8(O#Ul&w2Bs^atpy>d&fH-NlVV?aK+hk-%DNp=W)jSMoO%4zgCV#2g*Gr7>6g zH|ikb*R66AR=RcxZ#7Im35JQhI~PoY^zN2FE5y57imy{`VJ_bJSxk`}zP}nx!(F`7(Tclx zM0W1t`JzBE^P1YHh&gz5C=tuYw=$Y+LKE&=*|+b5q zev6Nj;AzA^j5`?{ZzwmZT*x@%O`S-CQ={tnNnB4q!_JQ?71{-5Z3MT|RDDFzD9iki zj>JM@%V4UWnd$zn%}-soY1i54?s*UAKNGclGHG6Pb-;Iqj_5BewB_ z{&Z)(807EqrmHk7$sqq*)vEhP3$rL(sAR^iHo=cck^yQxq68K3*(cEez1rEQM4+>6#V|WNkG@j5HrdV|MbmIQ`$)9nb~e$yS37%A ziD$;H#4AuCI0&og&uAv)!kcjOZ2M2d6@0p<#IjW-rc~p(KF>{m7Vc9 zrH{4L2jTYHjh4+<2q@)Ru(>VbnNS{O@zKVK=+|w>nV;;?REk^gs+JJ8o-Vg5jS@dY zm0!=LEF?s^h18|XyKvlX6GxKL#p*dSMRA~RvC%ByQKw$QQMf52%5R|)UGtZW<}b%> zgt#hPoq3s~Q(bZ1E6(Sw(k)>`-EwKO)S&-;0M^WNYbf*7ZsF^LPT3Sl9Pb{~kEgWcGpETB6 z*XUi+W+@-e=;}WrU8VE#k2pqXd^q*1yEy}FP3|aosRUu=3__C9iKX9UeJ6v_J#ZSQ zjyD^-TeG-v2*OaTudlOq>7rzLsXSAL($j~+8c#I*tMB8+j<*>hH37kY1RAGVsevFL zJ6>p&aX@*!oFCq@F2Acaio?HKcjSjJStp5__KBXSQJ8096V1_(f-yDWzUWvr1oR*m$byXD~w*{%2_7HF*@l+ zI!P8pw2*~7q>-6CT(05Ogo?tIib_))QeggB8H7p_hj+7f=?rNIKVdx?Pc-~*4nav2 z{=dwC-w=mBAfGw|)d~6CQtJnoQ4}k1W^i8uG~g6o=(XhewVvvS`1ff%{b&6z?9+6fJY~8tWeCSI|9Q!}Ji`CDPoz47n_##wfGqI)Sd;g^`kCl| zhE6nqyy>5w&rMeD?j?WPJpgVZtfKvCO?{uch@}i`s`kc}`|MMD6aGbwp5Tq7GmBg; zH_VVoH5{_9UB;9zT}Xm-48Xk9bIpu$6f z%!s4ppr8xYDIJ;mA23tBIMzM8N2~WpNCC+*7NdM{TLYIcv5TDOjujD;GBTzT_v{lg zia^5h^mw^c0&|VztE1)7k$eHJ{uEu>Bd#FQ_wH0V_wfUPM;Is88o2SnI>`Ya;o{Mp zZdDj>blT=EI$$DV!aT7MyRArbt4dS-HcUm6`rKYgeT+@&9n!kuv7O`q)-tHs@{_YjH7pmBq!WCU(@NDiFYnS7<+3WaDJkKZ=E%LnQCngwU*}c)&ppne4!C~gNhSGYxx+{NbNFVA2();^?^k9p91+q27 z%fxHtS;^lT=2!Lt^UFELzM%-X?*(!Q{G~g8OM2%&jFIl^AcyGur>gTMY;DQ`#4kO_ zds7Fg?T5Rit#P_Xv^q00jb?kSH4W?a&JNUJYxW^nT9u!u;gjvTIOk-4`%(0(7k8~f z5Yr+WWUawh(5Zi|!58s$+WOFG+3=&=0%{GqCwoZj*~DUm&t=WRU5ubf5i3Tx5k2-+ zjKIn!YTp63)qX}`iLzf#YnI@>8IQf{5w=_^6)`i2%oDKGrZ_U)c2^qk%1BpJMzP%> zLy4(1WgrcpC%w>e_XnDyi(HE_qAU}WGEL+imxGEu&;X_?IW^4M#XT|l+%ioyx+)Tu zhH*`$ypDt2w}*5C+n6KFlANf7<Y+cB@ed~xW2`EhE&{Tn`O?Jv%=O;Q%z=bR{x1#_l!-4QBBqQ#)^0ywN zkKgms`NFAQlE;KD$=cD>;)H7`JMLor?)$I8W;{vD7J2M>2o|P+;q<9HS)IJc?sA1F zYUOYNZKqi;mqzo>?jmdsrYV*8a97djIA<>#WaI!31C2n^tAXMTYCvfw{JnGF$M1Or zs}H35?=crm=%HQ-z1$*n_Jyq9+R~iF1;nf*Wpn;As!XZY5!I;GyMOi?HDI~eEGbdR~UmFL-)yn??=dk?kjTtVjcCzb!IaTFl$Kq;YuJ4%e zQ9_AefmD^flQLu-7)&x;Do+$}G@tPFa*RzvD zm>mxSLENfD<02SJ2zFxC2#&5w#uNh932!xctq|~7u0>Ftaz!%?zVwWhxaEsuGTEP? zXt20-NDM&uzm6lIV(?J+6t3oR+cee!-C0-O6JL!kPLW=%NIl7)8W(>Of{Vx^pgYO_ zm_uuEOUi|?|0`%X!5K7$Cuba$h8yrk;(Lvew}yadat9@9-o()1#T^`TA>2XuzK#uG zUj=)w6qMOwxGxbLD1JS{6`u^jb%gs!1V6^HVR7GDdBbCZDw5Lc|0mRySlE8%~4U^7*dKRY7 zH)Aj5$=g}J8~c8G9@~x0GHU%^@3=Kq29S?jQRSB^+#HfB6y*rAKFmJ;C?ru>aD<)h z&WA;<0tzNXENcu;#*jHQe~ynZXIQ=>Cyo6*9?vAMj37)(n%Hx_JpUBr^AoQ!DM4Ap zm#9|VM;1>O(Z;Sg6IJIBFYFK9T!R@YyaQ!_9L+i<7J0F{s~>2@zfGYqAm#XGG)haU zNE%Vf@eS--1Kxv8u8QSHU2j)+BTqH>kM#onM+OG|cogRrpyF)={Bgq~e7qO%ztRu* zEZoHxaTNC0E0ou(WnM6#{zWfP|8y`=$1tuzROmJzX;wM>!Bi3BPOcw$v8h!R^NUhMCfM?o!mcvtjLprmf3~+)eT+K7R&^37Dasw` z64+eAHt77YvwD_ot(9D~PO{OC-=PFc7PX))phPc->CgpHo1zvxIjLFC5eu-BBRkGS zV1cKtq}7MGcd1%zvp@(cm<#ZV%1yp2TZBNUY?Z2+RS7gQ!BH!TYBQCSkG!C8aB4f-%tP+F1Aes`scAe0GwA-@}S6bu{KAkVvY zOsJQx$L+4U(@?9Md6SF`;JqO%EdySHt5?Coxf|_$170?hciU0k?vby9c-n;`?J$WP zk$#}p{-b>$DhEWpm?O%H(;q-9h}-9s#H1g3z}E#0D5C8&3ZgAUASYFfs9b5@(2a23 z{0yd%_je)4V{t&i(?qIwFzk870XbEZodF}iX$!vkIoW;E{15R{m!fe3UuBaqi> z;Is@`4K#pjHQdVLb6MtSuqo=2{!95#QrOC$n!|4l!Cr*J56AqjV+gc4{J4m`H%(y) zN$NKmys;qg1iuqZp8US4H!MTG_s~*LYbIn`CeKn$!8Aj;7teC)gzzlU)Wx&6F-CHT zZj-n<4{Un)IGjtB?2tb-`kottz6jHjm-8^g;G8k-%YwiYOiM5gkZEl+%T?#Yw2_t? z>u(B~mdUh)@;5M)doeAiP6*S|0Gw&lTZ!cN^ZiXA?hmK;Dhgo?FZvk{6X=Xi6&_*2B0XZOE-GfCVeg-kZ8;NPNVZDeWLS+N$51<0M`v3G0=7c z?p32?=|ce)wkcGIz4k}rv^*cV>!PZLqb_72(*Xa@5S}izgi!g8$EN}ozA8dtA)yjb z;UnYIK@~nS!39O65}Y=iNfka@Knhod&sKUqHx)it%V0O#aG}ot>8Z@;q8`e8%yIiT z6yW-pDj0RnOvYD7SWP5V`VatPDDe@oCSL0kuk1O})twYy?w5Lj-tN6XWu}~Jd~Q>% zx-VaJH9j`oB8LSGd7_!&Z`i1i(NX5ew*1HocSTQAAuOPxr;bKx@=sEPDtc<{TLa#u zjC*3GJl10zA|Srf4DoO;kUr2qq{1K2l~Nou?I!TmV1(TNycbCStRG01iIvC~mj=~- zzPhV^YqY+r7hvDf53t6bD-EgfFuoD%AA5oElff|B8Yih3M~j$RmEan5G0u zztpG*VG2N&ZO|T|783AMi^`&jZb%coj!yufVO2JZUO_TUA1CHzmfCcm<&V|;rIm8= zj(l~3JXzd;#LhC-JE*ZmS{K@|%)9ZK-XB88a$(Om6&5h-M-gigK%#kILnsf_MyLfZ zEO8?G0evRgc%#jC#k6=$5z2*d9v-s4|DU}t0h6q%4rU!@icJw45N3F+(+$(jA_xqN z%&>`U6I~tBwt7^roBZ#^vYS-JzGlLql8-AC%pusyMQU%Yl=eVT{BpH#2T z=t=zWTW5%2!&-{sQ8$K5r`!WhFaio{jMSTJqSX*2C-8vLa_}-AJWU~Iz((t$3!?SV z3c~xS75sx*(I7hA9$U!Cr$^z@ktsPnMe@po@IrAQ%6oc zQ_etu)JE&mqmVjR1Eg(jwVF2AAat*5&(@%3O1lQhb#m<4cDpqJe?$D~T-2GI-L?%5 z#tEvP(Ath~e87Ms(X||G7Kv&LBXUAGGa=Zq110#74;1zB4_R}CiY17!w)mU`3SdwC zFdV^jTU$`d(FK0DH3848qhRV_Jt3&WI5SIj(n#Y37dTX@&~*id5s8KozKI}a*j8@? zQ{b;qSp#zr#ZN*9pr=fz(qOb%7Vr>dA-2$X==RW^#CXOT6gD8=5MV@fdW*57#m*gW zN8zJf>cX%QqeI3KqgFbEY(t17l{Q~KzfJ^UdL{IC1}o*u)+_hkV-LkhjG*AKrb?x# zG!2uau#byK(UKB0U3!9WEG0RGXbqK`AQB5oOeM^Ov>YZ`SWr@CNy%Xr)u9ry6C@qc z3tC(y2-{s!`fn>TcpssF*IMlm^tq z;sovAm;=4OjHNf)kBXuiYt?+O9IBsK{9>P>tj3YQkh2W*7HD)$p#LpOpaCGzZ_5$r z-O@}EVi!?*xQ9igjK;6#QTl$I@()Px2YL@Qur;q9`ociBjWpR~rJ;vG=PW-w#vx^> zeCxuEUrJ^h7d;~g?834m5~$`7Pbyrw9Mj{+1AhN3v#iQIS>Xy1)@!~a9NY(Q0< zE|K7XK?RtXV}4sXX*(aVl^yuxL;ENHY8#ET`q$T$vJHj}0^ z?mX9rP$y>gI~o?XQ4q+Esjg_FsbnbglV*+apvn3Ak27Xn|Bd}{RvAn}_+#PzdWo|k zOEfJ35g@lMkehv{%R}v*cxDx5-;>zKe z10~ye;$k}$e8sX*{jJgRm2QJkSIzmDfyT z=s!aMHW}x5K+i7(db}8iFd4!)h<_L3oGlz?wjZsq4=poH?!aDvE*aw<^q{SP{_(8Q z{qepL%RI2YY0?}SG(GbY&gscZ$NOMSp7(x@HSlXffH(OH5jP|d=fziq;}E{W35c(< zdvQL%Q$6mld}Lo4tVJR$mpin`2V|1bQ$k1{+b$;oA~p%CKa^xNe>1$2cx0nn5}h+? z=rr`{KBoimLEPt2wNQC(2ue($g6#Dd0v}#Ng;19*9&FtkCz$e>fQ3rKqbUm&+7+R& zpil`&GLnIFK}kk3W*3ed6}WA~nU-Yq30S@>$>>w~ePNP}E|$47s-jk*^rCYLq!-bQ zB@&A^q{o8uYGkmDN+B}q2g};QkZ6P_{-~p7@If|qeYM2ZkJ6Y$rQ^Y8VSQKT~v(poLHQO&d`Yc;7%v{mBLs+I?;X5Da(v0NrLG_KND>Y zcvtYfY&4Nk6#r$QXMEADvEoIUtl_Tox-WDp4{{>4NCBvf6UG+}@-am~URefYS->Nf zVrG4Yq%E;u&9YAC6oK^2@{lGlD~mZuJ0wXK!w&g`B9LAc45@wKq~#cC!PEFD?x=p} z7(E@}_Rlez&ROMRiGRd%k_IBMT39Vq?Ok1lS*0DNmfEEgUKHhJYGqX4g{LKF znh@PDG6OJE0Ez4_;_F}oRkFADU|N#q$9IPEW8)pzgEFHu>GMO$U-wX&PE+vULuon> zrRnT`X*%k%;GYL$y!dRClScQXXCjR`fKd|qVr^KjVCiacPB>~mr`3J-?QhrBD)PMR z-66tL8cJDyqTA(T(BBy-pD#`y%FMyS>-gMsYHnj{95v)4`39%Da~jRiRPTJohca_0 zZxOfWgD5lSn159?$E*KGQgmKd6vdAM6u&AI#pym+XNnG6vQUAiYgc-IBSnWUyxC1T zCW|M)Yw}m=US~b&bY8+}nH^MZ+8Ze-B9@b*VhYr=OvV@OGx8%d%rx_IXLbg*wJ%m_f7$^p6LvXQn(H5;P%m8P3vwE>oBZ;4Oh+LHrESyTF3%S7Q;lXEdqI7 zEJk<^VKJnRi^a|pEQV6dhs8X+W4WPY&kVs)jK|PFc9TF;VIJ!RP0u`rbC%^X8+S4Y zHWQU$Fh5InEaQ7_T~i(`9!lvwbes}Y6o7^j?{!s1>=idCdBs#yJhE79!?sJw5pPPLiRST8-Lr`K06=bhp z3w(HOWI|oYM#c%g<1qmXm2Y`8<=h+E6``=8PzlJrkPR6^AwJfDiGpB&!)u#V4uT(Vx+a*F%7WCD!}#~YgRj*`Nr-0 zLVb^moN(>Lu~)`}hzA?D!uQ_MB1uOkm=9BKOTE*Y9-eBA&o*oGwaMeQ%;N&M>4>xl z=%!rFdcHcj8k!Dmna8+Vc!hfM01CsMTmzTOw?pvi{<4_jRX^CBbQq zC9F-}V)N_ZVy1j&}vafmwta_XZrFRd5{YVhjO{`O4RR+=`&oS$Xz%eBp`M%*br|WH!|9 z1hsyFiD=BpyHm6^a`N^!SUe7J^0$GW^-ZJuTSWl>Mlj&^ac}Aga*>}&pF4AG~e5| zUE5Y4pKrVeChskSKj5I7Z+sILj0)B5q)`1P4>EVAmEI(AC8_az7%?T&>Of19%s2iW zVOZAqIsA`+5)ZEzgK9_nU*z%Zg3(CZ&B?7ASYPebI%}h~LL#qy8a;vVG~Su8)A)B| zr=9p$whm-5L+@bMNR2-Ntdc((r{Vyhm4T^l8O>*metK+l`+73iSh3e0dkAHcZmi& zs_p6dU5z6FuEw#@t8o>6L#!z z_)n3gXWWucRi{b>Pfelj0eM-lgFs(Jg)sg^l2+%!J8D7sM21A(Fl^3nEMw{LY#^)_)Z>rXvY>k7OccLXI;u^|`95JTvNnku!T>3VVatj}F z`Zm4-$GLSne+@sx&SE^hyW(A``CguK*E>8-n4~Aye=84Ox5}rHo>2K_V8j5Gk8}#5 z_5BWEVXcoyDbDH+d`{K+jN^NF-S{|P&}-un9x`ymfDj$Rrwgmns=!CPGQ|Y;(wpGG zml0Ur2X~{53nBfZ!kx3E3aVCY>69n{by)GZy*tt@oyWsOuJT8N_&s5Q6^G_Z1{C&D zL8IPtdykRF(`XZ3V+lCyPxd?P#jxoo{xg^C#Am?rj{V1^?Nq{7UHlL5F8?n{;7(Ev zIMBi~3G#tn?5pP4$9nUuJkn4hI9K)R?H-8LTESr{m=c&UZ7|EIVdAJWKf_VSe`<_f zuht%*FKmQPSvy-I7xjg!MO#B(SVlxoKx%#lNcm3<>2wiD8)YEfkJ&N~s{I{q+p?Vo z_IX8s{fl5=Z5e4^rX&f_Jf!)%aTUVVZw=xtFsQ!<@ur+rE~o~vGE*+4s}XO^1KO=d zXv`h@L`?I2%6us1awO8ZkB7?AGC_Qd^(s_$U;G`|I8DRR+~x zwKxlVkZSQIwa!daf>bReT0pf>%x`a-G}Yo~Fp*2OxDUUlsTKriDb-@4))giMIx79` z2sx^SHEgPCL42C!JUTkQg{*-G9cQ@JfP^WW;r3U}9DDyY@o_$LNEwG`_@9_7z#Ovp zXSlr-a^~nWd@sgHs>fKa17)>dN8{m$hTiwl@eqv5aKfixr&U+%0}|nB@K0FuGn0$X!^7ia>+kd053+}sD2RX7nE11jnAn+y z3ByQoZrMeGd#ltKdbuwOS*~#4FxB@3s^22knyuk*WF4W!)@jVE0E$Kq*EQH`)?)&W z@@soEWmt$=Lt)wCF#*FO#ekGw*;BE3Ns3$00o9>ucTCd(KMRn#bimK!_Y@tFRj8sa zq*JGb_SXq8DxHvRRN?_k=zK@Sbv^~7*!6>x+HnIx9%!2ENO7S4)*IsofIPo5NNPr? z;eAK->g`-~^OstbFnkr%?eq#7zr@A#TesVDK18?sBY?1Ey4_(Z43&NZ|9u{~Zmmw^ zJfYQn6Gkki)jbLjEwwtLq)<`5g+xs&jhm|dqj+XHB?kaGr5MCdPCW)7a>=Q+_Lh2PX zMsYFymXI?rsQ>ME3R>?@5|X$k_1@da1J^AfHO>$ncbw^mdgUU zt=QI2ZhrtKa>?!6@q3EgZV;elY>a2lKng&2l%l`_1o%nWil#Ygx)i^8(X}@lt~^n` zDz2ND-5vJL1I*v0+G~H*Z23jztbDdKb>GjaUcKD{dj-Y2UPj|zaYg+W@Atu={^I@L zq4ko9_oK3yEL{u!Ngm8@8Lttaknx{_5sS(AWw&Y>PvjIb{xdM3kBncr0c8+dG$DnE zLt02CDM_ExN^h(q02)7)3C|@kY&PyeKuO*YaOW&`F!Xe}L>NTzv7fv@6((}Y`!n!+ zn!G1KLEhVQ#BDr$iI73$0GvuKu{)+2J1$VbSy_YYov?{~BhDHu97Ype-0EIjAM0i$ zK|Rtwa=1h6bP>P^t9Ea4!A}0E3e~s)zwz}-QbA9-J$OnqK)I&u zXCUS-fXe^$dLFdS5?2f9niJ?vy@&i|9%Sw_N~1S%MqL9V2Aokc%LbW1UP6dT!~wMt zKBpc~W)<#3V_7!%rb1?p%?Ej8sodE)HV4Wa8$FJlVRILDC#Iz;QJP~v5gXawBw_hA zABC|pImb$$vLbjt2VFH|`R3QW7kW{C4N`>iYiNOZri$FGm5VB|1REf+a*kA?Cj2Y3 zV>RJ@_|JG&%?KV~_11J1T#EQAQZ(M`4o|nb^wLaqY^>JlV1(}WYIC-xUACd!G%x&+ zp^#i=^FmB35KDMM&Jrd#(Hr0d=VzxnRg1RGPSdKI_3m6$?L<}Zmrl$!t8MYL$eL*D zY&WVlI}mx?Y_@iEDzs3{Bcg>yvmN}yM21r87HvL_v|klP+TI}fopfJ*$9%n)oY{E z)^V*>POrD50|)AZ=$0Y*~tEj@Y=KPPm2(xV%+Ma$T9qK&l< zMD;-oUur>tm@ds7QgvxMhqGeA*6fO4sBN)p%4|mAamc(GSGa~J1 zTdS?gTA_Qf2Cw9{Z&a16;8ruyYQt@AO5fOu51={ZNCYw{{C3gt?L^+wWht;KKG_UU z_f3Oa)*pv!qT0yB$ePMkn0B(g+OAi-wd*d4fClT}mbtxl`813LmVdZLU)yc9s}nVK zS6qUbHMvd-C0ApJxDaoR8j*Ps%bU)Fd&;^ll;nV0HPm&fbZT9CThVyPQ+=BSWm@3A z*6G#>X`+~$#vxwgTkTr6J{C>Ys-4+(4esyL<01gMgN6y{I96>&_=qB0(kr4W@l3ll zQ)_qY(AJn$)Ns~6iTeFW{!T@V7Quh`s-keuLqGKBz|)Rk{ebFlw)0-bR`XV~x|??f zHHz*J76}aCj;hTgqoVy07n7iV(^i_>Mpj@@4_r;^ywA2e!iD1n;g zfSPLwHU4i))`BMFirF{|*eQ@CPC6I?^4H5%6aS+O*PP@jN74`svGWTxyr#(Z5CjSH zCvz&2qa!e6>t*JB0_{H>%1)F^zj|O(4y!jN*gzyOA4%EtH<03!B4TsIYYEYcT}y~n zS<*8qAyWGxPBm|mC@n8W14QV-F{(*Hk@&8;b3TMS9isH5#6SM>;%|c{WO;$JWXTKD z3wA^*k4ki8w9tt8KnR@Xw#B!N-b+|ndxB2<+H@`Ks)GBY#NH^oFUsx-b3c^Z3t9W1 zk^6Y>8AWtHVi*EN9>WzYNXWKP<}I2LW$?w;XRjq4=#OOTZWk={0?xL7qx|A6FCP z_eBYUPq_YfC_&OyQ0J3?tc;>uyW3-`bKp#6RRFAK*ozL^^jQrZnY5McrnZiZ*ToG2 ztn6N#?s=8R3RqvKOKA3}Nm$PIn1ErC_8e(DE*$lEDm;y_6)b3=p9}9?G60`VpkTe> z8lkZaPyT%*Hc-ryn*cZ?f9aT%AqP)lAf@|O#n|-@PRve6dE&d?IM=<>*Ze6RJLqiO zpn5GrUQ-Gl=E=3HU7X7$Vo2U-H>Ul=;N*{$gLBW5q-=tJX{6k!mgn^R{wm?T{1M<} z0y;tcI_+`XkLe_*P=D)*=CUVpdr4`c^lc>xg&0ofqWsobv?*t5^^B1ooycv%H7-H(gVo*>pXDXE#XI>Tl7_k_)!ab|3F@Oaz^54|DZ$e@ z6&HlXPZmDYJdO73%K8U|Mnh%#l|)%p6^3DyB^_BT7SJ*ev3d~(ZU34f^p}x>`a}M2m+kkwcBD^BTSQV`Cn#hCok=n?bNd1gquN6V4 z=*HSyN5qDX*SBp0R|fclC>|78<#M3&_;_6e%Qkgyq;!3HtT{Ult`5y2YV*5hgCJBn zJkAIua3`UTy&AKEW5Qg(u)y^g)C#)FRBKu_5J9XIv@3b*A!I-V^N69B{Gceip`qQy zZoRi{tWALci7vf(BfKQmZr4PJaff1Ar38~gh_8>NWMU{Wka226^sVU55%?_8cZ{Nm zJbzoO@Ddd|GH^ig52U}cmUM(v0iLXnSJ3&v%z^s&xNId^;sFG(mJ+`#N;bUvX|g$d z)-l)JH`cW$z*jBlwN{-)8#xe_Pi^78q;p4}2wL9D-r~p^p<|#nDyhX@UiFF#(Kt$hihjje3+djPuHo6E3Sp|V%IQqqSFBa)*8G>o`M$66z1N@; zH-%BjE2VILB%pmy= za+s`Y7UN<``_$hxSSJU8#V#3yg_*+135NRjx4S<@CAJ<2plZUM7eYAUqhbZ?5wM5P z5zLf%rI4;=;=A-aH3|tfRq+HUBnCVtU{lp2JesoEj6_c;EPsSU2H4bebN7b07UJ3p zCb$WyPlq=gtWrvmbQat(7>mY`y(Q}`S06Ninjr*=$=SmJg_8m=MQSM?CDs(M9!hXy z*%eRcdrrx9JS%M-hLkug3s{KMNc~--`_>RJ&HZo$;QD0(Mz8%q%L(B@B<9T?6Yzex z$)hRn2V#*>Sa3g(wIjPH!z0x!X^6<~#EJdVq5`MHR-6tkW_HK4grqOS@?BL2{t>?? zGLnSZIPo5E{Fz&nQ4E+2*apB<5{e&S-%)^BnNmM+!qu0G1E=t@ZbqVRxcuUbq^aYr zB)buJ|Cr@n*CQZ9TUHL$x$Y4cD5dJRfLgx*WNEC$$^!qTdi8cJczp#oKG*Kfv5yRf3SA;jsI+rpvGcD^&R&Guv#=UEWo0-> z21L)oaiZ-4=3iY@WCf2cvjQ`tN~j6imy`G@E&pnB5vXqnhT0b9X1t`N5qfl7JlRi= z&NBdRe~-@2oK-HQN2hTZOrGkznazXD?YzT zgVnHwzCQ+;t=5KRcD)6^u5J>oGDilA?=i zaFv>Ab%f_48U%H5s3IL!%2eFIVs`&=?>+X|&~9z7 zkAr(AJ(DbtA{7Tk%#6KCMLV_7)(gg9$P21tMh})N(as-Cb`noMfX9IH0>{9Ushw2K zxyn}PB5JsR6(d>FWNk$h$!OO)qcipKkx@2K(~FjyPv0`qY0b9BYNMxBDqzdbX}fu~ zY`uERNTp)r?~n=IkramcSIP}nJYxoj!T%hI9b)QO9K4wzhTT#l#C4JwHY*sdja}t` zB_g-w5ct1x_m;_SkmE^TMcJe=9M6c#6?m6(l#BG1qu~Fh1ZCn+#I&7JcEXGUmC+Wi z0Fj1q^*eW{$owD{p$^L+R5PNLi>FMf^fh{vzSNKnRs0=Fv}NNi&ZpzH8>ZC4@O+l5{2T z=ktht{Kds9gC=BgfwN?Ziv`G@zAXe!bJt?v$Xf_2mL+E6L)p`%3bJHugGEZ7{sgi_ zf0C#Fp(uA92HbU*;I8a5fs?22Bu0EFc{*9lsGLQroDIr2B;?ibfu7Q?kCbl~^;pQW_+G(DXd!wE>o_n97Ei z-<8lGE?u_DhJee-_Yr^S2~P={kX1IEB}-*9_SE5NSd##yH_$*{7y_iJuSI~8^94$> zPgG_i!d?gyAp26&1 z^hxG*6Sc1G+DlE@H(i$)SEw@hALEQ#h&3NcOcV<&l#7wB;H<#HQ{ACy$vFmT-zPKt zAMOB$G)~7an)zSk&HOTa2t(R-sb0NZOB7?6L`@>?e;MJ5WPwilw?6AYF6;9^PyVS< z^=7qbXYRi{aPEyc@ZG?p*y@<3TrsjF@nF3^TBE3$hTnrU8 zgFzKCmz@2^6i1;FEmd4hk*<1w{E{J*@-FjG#B+4_k{tre_bDtJS_YtnUh6b{3nc++5dT4+AR`ul zG&Xc5KhW#Y^fQuCYFxS5gb+w_oi4;Mi zFggSUBI!ejyt_j>(A$k6)U3C;DC<>#^={}V>(!w^4VEhbnGNss8D|!Mr!pqGXtp%i zu8GELoiV7~5AmT}=PGoDLxABpzN3ey9+Y^m?UdRPMoPxz#bVDq&|AbAHK{vANsV9!N6 zIg}4zRFDkKZw!L8WKFxtWvH#if>Ms5!XUgA#G?=*h?GA-;T3_jn7cTq#Kt>A&?fDS zyZ}tkf1AKuk<{VK-_GCo1eu*{`Yy97Av#e=i!@GEbOzhv$_k;RuItU}EkjsO2YZ=szKTh?=ZLf85Sa>M(m+>#;H{)T zXtsL9>jSQQF`0lR3J!+;P7Zej-q|F%N0fsoLs2XRG>=L2hC45W{H7d7kLo#s_Fi(F*d#=D;&wjX zV*-}r$9OblIZi?%6c&`@WLnMc$?!<^O4>QIJ8|6&X}*QCTG{LEj%fu!cEIvo1wo#H z-xCEvgwrXcAc)K$2EbI!1V6x@s{peKg6wj_)z^X`vE1L_f*`T}F~41rf*`RG7pNe} z8vwO_W>e`_!h#^LQN0!~*EEKY@&!TOtrn4Ik(5ivf*^Y7jd$SyDFs0i(2`YK76gg^ ztYz#+gP}t2sS~QDD+uz{>_xc!nqP!YSw?tC1@vovPPARXf*}81WCj0LW(A3=AKH(c z_$jR*$X;*A+|6#h|1lV9TbP?^_>xBGPj>NSKMR5!3ybylCm#*1v$$&^{mG5H0L6A) z2fT`MHTR?PAai?)HF^`C;+Mm80iI%65Cow_=L;4DA=xGzn6HG-UT)$OdWtc5T~uYiz#pO$fxd zYJ7}ASIvvQH9jtfUR2`)iAXg*QdX=uZxM@n#E(0!(1GOkDe5r`?YPV1@t;)GV-do+ zVsPh$bH$pw;)#}B-JP%ECc6P7q+EZ=Zi%d$!iMz^=by z+)Hrn9pX9$P&Ijx>a}>m8M#PG1a@(ZtHv7Hs0|H68gqp_(Py*u*%jmUHno1In(021 z-wd6yPAhrNqAv7C(bj-;xuiU=K?A!t{30#2;@?{D{6rBjKT1;@Z`_b?dcX6&`WzN5-G>JO_8p8=L`YhekK51 z-l7KC<+BE>1t;#}jU8O-g2?Q|pp zYvczqizmS}>)2Acy0tairI(i|=#GNx;+(J~(+~6(ds3Bw}SE2`Ruyidd?!A4&Q@_CT+% zV`_r@yeL61gzzW*B*>L=Z-BiBl6;Kg5N{vD>Tr}d4Q_@P6x3Teo}44albb{o48~hd zzXr!m($7IPP4@nqK*NE&#$r{XKlPI)jYW&zPlSgrVlX{l*cWj|P3t3z(i%g*4uj4m zZjkAgRcF{bUy$(XstpWAfZ@g0QYCG4klno|JWjO z-AP+ZECVaZJe8K=n?W!WG#zIU;2aP`fXH*kR~wtr$QNMoW_;1x;@Kf!h{#i>+$vb| zGsTkAy_IOd;%HC8PP)Lsrkp{*6Ch4EiwW!y@fW(cPl>HlV%s=&ONJ}(4I#*O?3C9K zIxH4DSeTQv93jPLpqKcrY5uMtFqrjlZcoDLFFO12hm7-D7u5 zOUc;?q;RF=T#w%qDLEo=kW+FBm$h4u<=yCJB5jMQb?st-7&;L0EN574thoq;v}cMX z$b>{f$`^CK_gHb!eT%W(yh(Ig}CK9TT0Y;gDa=TYx(pQVXR- zIOG_NSS%d!R|pFylMro1IAjez2ZcjQm$P)I49--sPETh@#Oh7d;bljT;Y!pT4C$%` z`#x_9P^d*XC0%Z~$V zF`MoYPMaQh=R}%e);)l+BdT9X zh06Y@cia;~fDv~XCLzX2Q&P8ueO-c#KBq3B+)y&Nw7 z$*|V8La^u912@w8EY3+-W!W~L_^yd~a}XHJQ8>3JM_t-SkUa(Ym(Y~{*3%Ju2a8|{l$2ei@OU0toY=L)CYYJ|}^-gO#qh`^GS?7ZuA$A~yR4qC`4XOpI zTXZELI9x10PW9@|E%Fg(Vp*JNZ<9N{caTjTc^t(*>wUXfEyGs^zZGP#UVP)pIDmjc zp9Y7gQBcB@-atcE4~7g+2Pb4pSH0-ZvlrpEQ9lDZWr;$08ls7GhiGfqs1KSRHENZ2 z2;(|!-}&=EFaBAR;T1(z@YiKlkSI~4p-=pjR=wywMWB91Fx0kSH%|mfqtB%9WIwAH zeF@<9H%)&&XO#gZw6RWq({siXS=tyJm=DNd!1{1AW&pQyRDa%oS0 z!I#J#<{ikPoeGWnSfte|(dECHp{ybY$6woR35z==@#|1)C~6=zLv=UsYplwm*yn&L?nQGFUKe~V0Pc=cqgS?y3A@ap(@odW%va}~21_$Mo&rm%h}?F|p&Oiy%1#-{3{kh)Zd0t~Hog%F%*wRyGGZ1om}-H$vVz=wb?YXMkW zdBl*fmlh=}Iy5v{9Zo3Ab+_rG`|PpDx-OJ)-#QEVVrwgs3XrxT3Y4RNPJNs0us@E; z18jhX1gl)eWDR5qyle#VJ=M-E5E#=kgsZNDsT@GpF{s*rxoJS`N(G-Y8D%pXGL$hb z{)81)&_W46=@KgyF&siR98Hhn14`JBQs=s@E(||CJGB*dC+}n47R))AcDow(HOBC8Pf98%N?Qv|b#)zP@Kdc;zoxlq9B$W!#xZRq7aYms7@e#6xK}VF4 zBAJxzso>_7U4X@O7k;`7TQhec{jj3|qFJB55oz2K5YSMZ2cr$&FfDrQxkIOmBM^mP z{FCL*iZx_EGYX37%>|SelBH#0YVvEJSs>YM(d&r9ADR0I6qqL zwgkE)KwRIXBMuz|gCK;J33w_fPsZ!pwvAS|TKgzBQLa8VZN?5Z1w*?wfjk9A0CJGvHziKwCi0X%nlcsVJ23kj0!>;TtZ(}C+#Dii zrRS3m(33#Y-T?ibj%jU$7U9P73THkI@$8@p+5d~PfXx+Y;v|G&{=QzWTED^74-88jF4XXvA}Ag6SBC#S+c~% zpdl}gNM%upj*J!>F<%OS)7-UKoaOU`m9-~mx8A0Wu&D}ej}lv>?6xSoCCu$mZYyML zgZv_bXB4?{5WlF}fQ^4cmLS7hvGFu_{j?}|VVRj93GT{16Zp~M?-L_h&lKNPP|lWP zrE-j9uu+UEy$8i|1|IOs(7gSpqP%?w@b>S^@%Dz|cjgTFVw^75^mzh#CiQ(>O^?Ig z0%9xG=9fnEr>AXD$-_(eT&*o)|PC>wh>)mi}jK(CZfv`4B$5P{V7AYzskMee8zl`vm@9=rPujrLcW&t7mk|w&bV>{$5%jG_t=Jf^2gSA!)xYNb9wShzmmY5KiFQLl>JaiBwYN zxFcLUU>_Vt6193$yAbMff`CJ2&W?T;G6 z=Z0W7#<#}<4$cxt4&d9%gC=CY#aTT0_Q?y3Y~bvLoI+FP$svd`c^}DggCL8S2+T3!C?+^ooJ-9Z$7MS>RnCjJg@sj0Zr4UD?N9iP_LtRKD?0ivW za-}yKoYV<1`|(f`x9V?=&eIiQoEcv36r>U81hL_{^`|b(9^74jiU-&Arw%Z=NiN0y zsMm9K=9Izps0f&JNh5g-ldVn?SVdttt5)0K}_u@ajnADyZ{cpJ~D?bKJHCiVqAX2A=2H+Y8P;iVdD^Y0qz`OgE8WbX&x}l za3OW`euix+(i&d`gD`sYF*qHvtUxt1leH9w?KuK)5JOG8)CNFn5D^U_(A(j)o!0cU z_-DO4ryi4#5qYc8h&fwB1SNy1MS6_jPHRLtmo+egYOaq$x)GB=1R2%sp2isiom2Jf z;~~r^Z(huQ_#D!m(BBzu>tILA;l1etz>TSV7~{c${6|dV!Fwh74!|qRb4l(<<2RVB zAg_7wSuq|{N+)0O)!$mkeWN6weU13c3JN&L7G6?sjDOZZ{5S{*zV+kGaO+2&cQU$p zs2^zYtpq6cRl{?C2t49q&pU59?7UwSKu=hq1460JOT!Ay+gw0$`|cZBpo(VfJ$d2g zlDK>-UDF;2_}I2G}M zp*EdgN}5STmmEbi`3Xhwc%WKbelYH2NdfFFeg%5+&bHn}IdHjJ`#$9bb4f|H7LqRtx4~Xtj@k7)X;OvpTuM(uI0<3S2k}k z>A&F7lwqO!a5mVs+(uaLAYI-wBr}e<5zq0xb!Ze zxAXC;SMP;O>+Q6VlX(5ddaOV@H?7awn`wO>=*d4dvTADC0lv&CbjlJ060hjt+v3?4 zJ$#x5ji(@7{r2!Z7Y6nB@cl&&9k^h0Y;pl_`6Borx#ghjk?bK{rCVFzKoivr zAV94X!Q)4@wk*Y?%{_Fs8JOR_;2P-dHt=X3`Fc?v!8&bUfzDYc6kc}tZuvzu4>K8t zl~@-4U7cD}ypJ@xz1r@`=NP#n7P3@#7Chs~RKyw)G^=ApvrdHm)r#qT1UAEpVOYlx z9Gk7#uE}fA5nP^;W;Nul3K$Zo&{ZeFM!Oqi1HIh{BF#$oDH1!C9OGF8JfX0ZK8u_E zfR%o>fUHDWa4t^bUlxp$$hB=qq!-vszI2eu6K3}TNHfyD?;vf(TNjXwgnp$xp>qkD zWM5Lvk^oN24|6aIL*u|qzBd=EopwylgLC6WVj@lqL7Oy>@B+}xf2_cq!#tAfH#$u5 zG1T6ZM|s`72zfbTJCFQRQ~!dJ%UDaxuw3pL&%j+7G#xwFaSoPWPUpI@<5w_l>f>_D z8DI3Ow}gOU3Qwfmlf{xVRc2{)ByeC{c(C1u0Mr``jx8^O;2;|E?s)|0WINhD^Ep!GTt=rhj@V zRsxn*J>!p6@+J0p%&>vrDL-HBDJpi|bhN+K4W5s&h0i_Qp5gvJpFSHGPR>tRrTXT)Q3 zAYV{t#K{4BDBT-zUfvSi-Uv;Hgg0U@7_pc)Vl%?R-Uy zd1pvy_xy4}wGHAU;f)CCss+k4LnsfM%p+NNBX&0lA`pF}Ms(67Vc(#R%dtqLz3QHm zr}3N+L`s{)pJAs}SK!Oz&w_szyMOfgar)PmT*xbFA--0Lw+BtfRtcN~G#x~r6KBQ^ z!hVOIZ87#oy&LWf0Y>PwOhGh@-65dK+(6PcK{&GYGt&ZR*d`1Xxz%F=)@fhn(Uf&s zV!TjTZuXdfVUc@NikR%FegRoWfJ`Ylfy(N%v^%Ehv-bmJE`9cQ_yAEqw9{= z#wTi{D29tDvybsqW@A&8&}1)2J%wX)c$O46IMz*Sw2AL}zdh_-bUsSfNZ&kC>q2$* z0M)CvYw6V4#A;EYn_Q|I0;?5H0#x1Opp#DxfitrQch?Z$!3)+9xF~bV;2Hu1j4eP+ zfh*YymHMLvR`OX9m3qyJja3M7zm@uN7}Q^>ujW9$pi2FquQ*B9=%1Pgzgwf%L`Z1# z`@x9CH2Rwn7S`yAv_jEb0iV4z`cpRGnZTLw9rWtUYWO;gBZ6nCz#9*5JJpmrAKXt% z)0Z-A`O*{@hLJ_PmG~6+eUZYip~GDkh|B1j+3pO4LNr?~c>SwczY!lpt9RDQ6RB_G zY23dd6!(qSV-Jcz(u;0vgyaxaVdi-kTyQ~jYBYR7blMt`iZ31vJ3l&gGar7 zXX>9G9sB7l@zbMmz%#6$P8)f&_~{J%Dcrxwg zVFuS6cxO=##3!dDQs6d~cYl7KM}-PmHbBO{#cQZUgPj^YE!P^GodW9yMK6JboT_yv zTlA748c0Kw8jxAcM<(aVdV!v|o4ub_u^L z4uCxw|A{viyJMPRWrG52U-5|aeB<_g_t>LxofEDrUyA#X^zp)#8&9>b6qn2LQPCj1 zVvSFrj(2x9N7@v`KQ!Mv!TK~Zq$U%N>Y)$M*L-<=g=_^x` zZdDrIGFph#u;ib5M>hbweqk;03Of&5d7J9h+quXV5=A6-?!8T|^&p!xa?SD2dhK&+ z6;7Lm5oRmb{#I-4jh#4vFw5Mbpg1greiEG2-!)v%4~7e^R+=UTT%T2N9p}M60>;5f zou#!OcOu|*nwI^2pr`)Ui+El3BHX^wS3#$&BSO*v%_z5uwg#{V*>BLrVRrsJ(2IZ8 zEBH{66}+#^3MzUl$DvRBG|)3YX{f(Y1nPT(p|(Z3<2p2n<|`LZ_Ok@$eE@gjf_4vB z_^k^X>LR}ZX#PECl?!RUYV3l^Q|ns(Bo8vTVM?PnVVJ7IhyjMF$z@d35}`zNy%>&f zl5WCkG6tW$tWsyJuXbvkwb5E}?yP;9Es|}~xNf@Ioa@v(Ph+tIVuX7end*nX$3CAL zcK~&jP#X@Pr}0N)fX1;nJUzd8ybr7fWXH!Kv-Qrw#tJY82vw)Id}eN#G@6>ZQBaBf z19_t&7%NNe*^JX$(XMS9Z%tL})ANlH=&BjF$Es6re`r$MIn%6<)w}b%M1vjG_VoO& z#*qM5<51|;I12xT6mP6VSp5)yP>X7;E0^@>7i@{l5!Wtb7#2>{3!xpD!uA9i@JRfp zD9>u#)Q-Eh+k(oJZBErRY^ll=qs%N`ZM8VQjOUZOs?8-1V3!`NP84n1&~9z7Lw;oy zEy`dbnTG11XjI5T8dL$DXtnFz$*Inos5UY&vWDuiiY%dS?Yc`aihF&X|BSA?L}7Wc zrqhJFK9o?6ClXifoyJx5)aZCoLsi9QV_dw*1g=ATe6!l2DEaC*CDB14)w#-6z`Kl< zpT)#iEACy{ofmONjkximh+AeM&bCaSh~{Tttx=g9EuT{u!3TNx<=$4Cw4{NaZ*zhg z=4}Je3B@7LvMVDlSP8=yV~HqCQq_ii*Urrz$B=?ub;DYPTBAv|BT^b{F>R z8Yu)jRC5@c6nuvryW)Q(-eac$B3K(KR1wGVflEPQYfy+^klvH( ziAdm4*FA>85`Ks^O3H(r+E#-y&Xhtv(*hSH;B-4!%rSo$$x)HeLN&#bi(;NFuAsbs-{8@HH zu(#g;{helHhs8gZ__$4xcCARX(wn9D#&B#37lQNyKCC+H4;nRhmOu>_X1kqGW109f z(}nI0nvl);I17t&Cmjswe!W6?{}BvU{Dm4`Q{-Pl5G3?w=2RrdHv~B{wO47pC(5N8 z2=E5M#(QIe4~hw_P})teh1*ezP!=UD(gkt}VO&xW_d^KxLjY^pC@a)!;}V>wTU)Ir z2xE3gqXxQ-WV)!)f737)m>aLQ$Lny)vPe$~U6*i3JR-+3BJo`_=5Iq7GbTmx_22&@ z*6|k=%ic?uK(9-geD4!y$r2T28So=g*;5`U87(wo4hwQx0grT zrmJB?72Fynwnf=3QFc3+TLG4#+$G`LAY}{W*Y!Dr4e2l?Mr{p4WL6h6&*|Bzt)NVy z!J#!SuYoEMgm^{WFB&7r4rHt>{PVkuO95_L>$p?GU(V9LhYPcLdLb^$I zQ(GBEjmDu2_fF?aYvP6*cDsF8d>F|I$saU1UlKyjn1+V;+!qQo$DU_JxaH*gh(Gj% zuM3)xFLO9cmWF0*rNh&ZCIL!spn-gM2#}_Fb~K>m9RelUhbZ$9VK0P-5a+~0*}XUd z>3u?h_JV~h7TKfP{EV=?)?)&O<&mgno3S#Rr1naW+e{vP^ZelCFh63M#KGhZfQ7`;GQxl!Yx_#G z=aC6iYocxA?ep=O4jBog<5JvjuChAm{!w%KZ@f8OMrdF}%CA(f-iwwhN+^Xcv0SQ$ zbEu|9ppXMrC=53t0bzu~Sl_{iE&tZoJK%jbOUE{vI}~O)bjorGOGINR%s!&65elj+<4WTugoOiWh`b`~;6GRtf;V;q_YDkf^}cJf(Z?G|2#kum`29X|m_K!8Yx&xARF`VY0R;s~(31-{)u-^60A*@Q5m=UGaep)SZEd15hHx z*La?l^lPHaRFJ+igLRI9+aSpjhmk(jZo7(cKwgVEHjeC81OzPE?{Qi;GY>5Rh|0@F$DN@M#oyS)7?yzD+8dM+wey==Z4L) z)N$&dCz~oq0)n>IvF0R91-^fLVS9F(NDPi&wfm*e5DyAd2RSQWBa~- zZ-w@L?k-9>nak`bK{|)bv*H+f?<~Bif@>SaVy z?(_bDn@#N8Isn*k59sgQ7lv)Pvs6fjD4->oTW|44hM?En;)vTr1a33$n$jymWJtG{ zpaX@i$Sgx}f6=3PLQ!%(*OP#Pz7Sl({ry8^ojxK3%%rL(0JYF6SaCIi)m`L9Q&)Y+91s5Q0Ke zk|6%B^Oq!q>JUkS6Fk;q0+uA_dNj?DBwJU9E8KzVwx14C4F{wM9I*|3TJWrLE1wBl zS)(pzFDuJ|p(?x}gac!n7$aVvBM9$!#Klk*PAP&S*p9*d^u~Hs$g<3hh0kff+=H3f z=}gNH*;t6QXM0S*8|!9|rWqUSmBr0G`hw|wy$rov=AO;B76xBI?+bh=?6EC;c2P*> zPDb6IENo&IhZ*IJ4gI+g&W~+qynf#!7|yYw%{#FQB9LYPMz;aSw?g1BcOXXP{xboQ zdk;Rr%jQTZ))AurfuK=@sOJD$u>7*Z_u}= zx^dO3ldU+m@BI#;_K6(7eoC@L7td8v0V0&w9_9nVO}3Xm>8>L{Oqd*Z5&6v!DokOLJdlK zdIJsUdqMy;IcOz7`A&Zhq6LLe4bgy9qhc4?J(-K7-(99fWq0C2bTYC9cDD*=vOD(n znwguo3i32Qh=tw$8J6!VME9@wJyD2G1W%SN_$FdP$#;xzBh#bD3mX#}pDk7zE+i)O zFy_PuCD6ulC-=^!N*`bqV zV=7mCFjI4Mhkou0oqWpXAC^71JEoEc_l&7LA#;l0m`a-577u0&w`3U%YTZ*{A^m)n zZ84@&vsYsegt*@^m6yVx{xOvoC4N==AFOy$o& z1Qd&@97R|-rjp1jq62@r5*{KEaX>QX1HyM|5Yjgu%~U(xh;Ra7T6`Rcnj%nj zM;3`t)lUOAu_a$C(xM{A-TlQpQdRjZCo z>L2E!$yRf`LxFevaBn4@I<0Al;}peCR4tDY5!@+eoT|=6P%ueUX{dH8kjD-=w^*(p z0`;sIve~T@?dl9vL#a<=9G|GcREuU>oh}p>z?X^f>r`ue7N1YJ^`JcV!@C-fm3rR*wnz_V;FwrffqXjt_<9C1L`5 z2V5?#0TuJGph#Z%vUJ8VElv@Nm@aH<_yd6DeHh2KKSrhe4=wAN#+IN=#oXpjpKP~PZbUp4DK@ISy{HpI7G>_o1A&&ui4}S6M_PQy z9zbR}$YTQDkNbNx<^4!37zzvS#{lb)Jko=#LsCZvxxEKYhZi#&&NS;#6_)R^4%P7c z!dQpaC-N@}n1;^sPZzdQJxbVxuF0|sS(EUC;ZVL1sAr@kf)Mh{OQ zM#>h)FM2CJ14!j3S>;_GO+`CYuih<7nl)@;F7cH3@$_>xD(O%%j7ZC<7oksQBD@+6_6pTT@`Le31ON6Sz`un6 z%1tc3BYSYS5sU}dMzG~_8_0#|4|*Ncb({$RnV2 zmK0b}Yvhpk(UhLvJ&?Bmw<%InAz_Ma167KdBF{uv*c3^$6{g58GiDJ}q|787#`F}- zB#eyQ&#J8DTW!M`oMnm(8b-^s$H9X9&S+dVri$-ghq6HbCAHGYhL`ce2`zCaYxd z#EQ&NUk>b#YOYA}0#pkW>BU^%7;8|YWm1?sVSa?6yQ3BDz+_>V7Ao{lckA2cL|(E1 zLWFs)knv7spItM_BJvO6%_N-<-t=a=A#^h}uE!o^GSy6M)$HuOr#ghTY>T4=SmKLh zp6XV3&q*@7a?)#l7( zb-wXr_yUhNJq7-!u?7AglJ-8>doXd$V`8pt$YKb2#}GrwmwIEKo8OV=hVHaf$5m88 z;15t-y0){T?ugI;lAR+RY$)0yFUWIA%Px5x8^RZ2lmMdau+>B0$rF9m=_^Dbc`1i^ za-l>;s#1a)aOr9;yf=i4q@kH9^GKk~I|V%*L2V90bBs_&SR^vZBQ{SgL{FL@*fApi z)cfJHC02szSD&JlSYD*PLDP{tS^Qg1_fJ97v9}240IMV7FV9AOKms9Pfwn(tV15z; zjIb{=3GoTs9|>r@?8}6sbXkBKo&7yL0b=%UTCNqT{QQg^SakOl*?BHjGwemoZN?Xk z^nD>J#ru{L+d7!{v?ufjF0dFb{xCGpAOEa@ctj8o%!W9#CmS{wofyF8JKdA2bbUzK zv1PE#uoXXm91h?F=t4CBu&6sXL4EX6sv%1;xen3!RDn(}t|QEc za2-xST$kO89ff!KA1b6mWRGeeDhSJMjzi^Q<+z93Tc~nYZMUm)LMbz@W=<1}@Y$2D z<~k8{IslVbf6%o1s}S17cEjPYq8ADB`KeNNz`|MPa!W3Ce`74E`dHuef^RFi;J-^- zuyHLrIdnO2d<6B;%lSyia?HJV1Q73bu@8E)*8r zdjU>*d3y_T(o5?#$Y|xSu;EN|(*FjQ?{d=r4}M=5C;f#pZMZ3n*2X8Gh9d-+7I4v@ z>F1)4O;o}`zc$Sa5}U%Oj`zW_K2mTbzU$p~Fua-Ur#(xLF#6&5SG{^KSTa9+VzKB; zo7CAF3tPDRM1_I?ulupkDa-gKag1K~RidrobuZ-By`Tt~Yia6S|N52LgS*|jJh-P@ z_sN-41iN)>k;GM-qgocc3P#aKj}Yo5I`! zcsCn-G>}Tbifw2&EzsY}kjYa%Qx`(@X}6N#0=aKi$Tc+38winjwo~#5p%k5&?vman zS}WJgb}`EX(?6Q6){QX2jp#M2ccg2xw_xLI(tJ3SG>s2o4{`x&q}WeAKM$XJJ~bM? zAUbUg8q2wUHIx}Xy`p|PJ@(V1^-qtE{Y1SUjRT$$`{^{%>kRxU-s?2UxVsBDgmsY2 zp8^ynBxl}h-V)hz6B&GX&voEB*Ia1TCx#;3`4!?T;I$}HA-;nCeEsU3qw*X0_>E%W zs+{#G7qf>50<_4%d(537C1@Tj%h9{+t3`Ji#$ZdrgF!gy;j(Z0?;;16U9K8alA87D z8&%=>U@{3i36KiIM+B+*?5sRRC#5JXBt3QH_B4gC=MJKZY|)W&>LPqMLE z5~C(IU3gICocZuoe`}`tQwdx=0&wwr!iD8z$SCi8;NSb+%Fxxrrc|5*uIWetC)y1m zc16E23g(`^j;S%fDg+h69K49U@LNK*tb^x=+lyDL^t`Va#}{@Dx4D zAU|`xCbHjnhQBe47VNdPahYCpt9%5jw~WA**9-ZlJ|FG^w1pWk=YefMqI&giTr2}7 zV4pLE-lmp!kd1S>%=l-$+%G7=on}Yl`7UWoe5_xaUUG9TUS(=2zHd=0f zCfXXn9%OTT9A@Xw1HJfXy@C}V$>e$W3igFgg;!9~do&Jx;-`V0`AI{4OcAJ821A`L zy(Nv%VC&+^1{95nJ-^q0<1O}SQdzF~(b<9C^3CM4-ok+^F#bA#J7IQ6eQEK6oK-HQ z!M5>jVAs@IKj-E_=C;LZ^d@YvAA;!uY_Sl)`g5RxfD(@1$rpnrKr&3&3U7zeybQ5t ztgm)zowdqPySdgo~@c0i19ZzD3P379bt9*b3a!{PHZ z{%G)8V>=E{<$90zfz^O)XACl1{TpnofN}&vYw9hZnHwe@q!w3m{s6!LA9wTUzpP!` zHr^VWZ+sIv^j3(!rmFSn`Nm&BSIxLRR(5*(LzCLhnPz>g-kski8tkaHr{{Myjs&tP& z+HMOheQoVA*idbE>(yp-xse2Pac!(M1?7n9T}af920^zN;<88ejxz4`V<;`ZU&GK! zb<}1n$5NMs3{IS0zoFgQ4*5@zY6YGau&aTYR@Cwe$8x3GoM=IY{N$9z^Fj@;asT#E z+&69`HrpHauoETqt6Pu}B$Cb0J_cynUYo8%p;kZ=6gV^Ma#8iGdM6@X98KQU@o~X< z&~&Z>1+}VUn0W@7ZnL5=)_AKsJl*P6kvWxzWf5o8h`XaG;+9#6vwbcnqGJVEXLP1M zJ~E0cZr1p5&dsN98R3#>$|vI6oS=qz?*X6_%0r&dLQ)ydN2dJ>ORntIQjf{uKQ)T} zu_%f#gGJ5?7RQYss@28j2V=rAWyCiE*O;4n1yKwamXeFQQxhPf#0UunFWpl z89q+K;O2pjV<7ioE}W(^UhP&#A<1*52Im2^HD<-1F#nT(g31#l<~r)7(r6g&-P5gc z(GOkH!{8w8!szOK6u5`uuUzVm-P8gY^lD)Db`7uTVktN~jiUQ^s#7zN6=*oA(B*`k z=|3vV2XbVh4zh;wawG-^YaCj>Zc$Mg%1W zVda#TsVAv$o^EGU)hAplT-l%(H}Hw4!+Y?;WIUw7;5lE zoBg3bpvLm*?1Pd(PD+3130DS9$R=`}g@wA44u)Undbw)aHF&UV{_~VRX$S@v&q58a z5i}BlAfZk(ry@B{7Uak#B71v?a_Oc5!`ov_uv|=Fxq&ym5pEnQf;mShmk`J$g>gRw zaX*Bx=1mg7<%O?X@VW%V!7-xAEt~kRne)mJ=8TC8EV=(UVjq8T@#LThSzO>OS>nQc z(ddX&7M1A8XrU2vV+fq)uEkf6CJ8HRPte-qrj4+v3T}@QTchl@D7z)h?NDwjWNd>* z?(mpizb7}0us>aK!HZ#h;f z$4CYn#i-JIP%LNQ0ly5*+pj6g+lK*fzoHy(Zzz7#$&fFGHhN8;Cy-}S-^bPT_&`y5 z90~MzPbfXo^-t%sW~_;#Sex^hitBe6z38Y-pB1%UR**?o$!^NgAUpwTILifCmV(?n zoiDP9TW{En_hIp2BsU~~(B%AK2svXK8{U1tOY5;UHiTPFzK{4rPxz~#30Y&qS+X=X zV@n;LhBOIKdIJsQULS?|i~x?z)6rDdjs}$cNuVUNi{v4~UI-5%&WVSzdvQe3zW%U~ z6(f68o1YPuUkckt_F@^9dd$pHI9TUQEU0VQlvC3fF`kDaz9D?)B&U}Unv5g{j0N;0 zK+g#1IesJgrJUn(31JzPl`DjlozN-S1mH$$q@QGsh3H5@P9fZ%KC&Vu&{{7m#oRY;B4kE(48 zU&OgMG{&pHUf7q5E^J>Aai53IS)vowXSOBWtL9ONKvl*^o*6CPN$?^`Hzz; z&+e~R{u2d}^RO@iM{(anUZ^A~I>LY0&y{bGkD1^zo1IajAo>%fZYvm}ljMYs^aVzs zeN?oWBZj5k0!=Wm00V3K{IMu~_5=F-uAlTdrE}Wo?DW%tAlsTPs6{*s>5BEIL)BQ* zbq$VI-lvJ}dFaQ~_6#0M<6{6v3A&`P2*N^@hd}4P?bK5`r-$Gpv1v~>@ew$b#>a3` zd{h7*L;b|Z1)aI+QQ(mdiXO=#@U7OK5D^P*KIufKVQ@o~K+k%Op0XorY+YOwTNu-F zVL!2TPG@pFiLFUU=EbK6;q>Ov5VfIF5%naEs1k!}9BnR&BTSUNp`SRakIllHn^3uj zs#9xKfWLFqY85mft?O$bNwxzOEVqgh>#__wav6o90D_^)Ec|~FYl6P6_))RgGY|9@ zaYjw*c2QE}!&lS&B=xGzd~Ube!=0JhSbZBrKgp!&`i93IkbPflYmpJu3c8VYqXDLs}seN0Z-<#A^?QBEfKJ3`PV&8WNpOv8Pvz+91% zdWX@i1`ZmCT2fhs% zUo_AEAOs9k@kh#iS1dW(0LmT%!cIDuQSAQ-*~YE)7(X!$ zC~BRuMe~?MZ@67$A(B4aq6Ptv{PTbDNc}&1^Jo0GDa-4)jC@d()$x5Bw zli`u-l{6V=cjEMaX$gn3TDd#yj%jrXw!`vWbqQ|5?}@qu!Z*kH|MvK?gezH>Kqf>2 zU@Fzy?wAJHa};1!U4j=l;p$6Wf-`xKUMu_pkfVi3MC&;DGNV#~+tukDCFbf3sa>!x z3%UiWX7GAIwx88YdOWe3!K+oT#q)TkU|V=ROVl@bms(1mnOY(M>luLAJ5$1ZoK~?7;0PKn?*x&X(#tbu?~O0PW0IpI5g1$_4M%Aep<10l2M z!Id%owTm9C$}D<71KU*&uE+66{yx$fzhva8Zi>xqYqMcx4X(>0X?j_MtS5k!myr^{MOPRaz(u(CN0u;0apHOy=fmDwLqB zz3!M!SOtUDcH1!wUE9?OUCH`^y8z8mw}f(3V;5}&tiIqR>mt@dVDY+$Git=WvMAy( zs6ivnE-j$SDR7z$m^LX5e`IW`KC0YH(kSlRoS=qz-vU4<)Rw&J3ldnkb~EiOe$^K~ zSQJI*g_W~{A=RqBaFVRP5J%DG)fSG7;tL^N6srEAKd3qg;7@wCEUWKBwHF?$y%1D; zK_66=iaPQVIVf0|LWZ5uc?qEes(I3Cw~Zi=t^LnLBX2= zWm?t-O~|4GXUP&33s86AiV!%3OOQ7dR_=ZrVa2Mua5ZeGf?K1+wkW$L%5DeEu|pMD zMv3}QoENPJq-d-BJcwd762#Wg*#TRT9r{yqVZ113p|kmEg0nKsE;3JI3o+qCH5Za~ z)5`6Na(hBEFy(SWJjDaObc8-mo>7#y@%`5w<#_wb;?gBWwip`d6@46BT2J~qrl!GP z7o`DK8F)!34bpW@XXq^-k|@faX1-fIJ8bU9pkJnrHO3;Kd#uht~oi6WE_o#H# zNszLdXw3W|1W;2|6J;m_TCxvR8HFpFhVT>Oo%kuc7e`C|Slq+BU?J;8_NX>*BP?I` zn1Erq9B=1Fj#%NE3)fJIgo$ZPN2o#~irN6FwHKToGhL10Vy8FL*@+7WI3|w;FC~_n zQK#X;tl*{e83*C*s`IaF&(@MP9F9oEk=zLxE%Zhhy4$8%Iw#3c1q`1#LG|jrVzFvE z1QRP(?ZJMp*$9QPe;Az9aU>a!d|jw8;0%m%M~<8aoxlx|`;hb1*@L?ua^}I+a~QpS zkZ~k4&>x!aPsyAj_#tPSJYBX(=D}E`vjrCN84Y7%G@~`nLWuia#^PoeG~rxIEn{(0 z4&*uxVFAimJf@fkNiT4*BX2eCI2uioL>x^7BL>9Lh%g^|PUPhX3m3Q`LJJ@KvGCa| zl;&hEaA8!-ZO#pM>Pm`hFM_IU5!6TToZA>CZ@cX7EFuM#-=eT=++Lo4xhk@)YFh9y z9POB_K}174T6g)i5!4U2kPd}06w)h$wWrTQ6hjm8Yw-PN5e6~dsE)zA26IqV9FlH! zLexZewmr?o*%S9ZD@;L)6LM<^#WZpR)}mO~@m;cJaKk6uMtgzkqdBlwSS7+ret z#^JFRvIg=wYmkUEHai7mP=)Uq(;_Je5}%=dI=wX^U(*oT;Yiue2sa(Y z`3J{q+o}+oLRv|Y?8PsHU`<|17;#uk;9ltOyeByDX!)#rFLWcY1oHZexD0jU$0d>W zeL|Y$o;z4n)8E{h5m|7}EmBoTeAgWR>mV@reus0z{SHa!q?;jhx=TR|x$dQzTqAd% zf1tz8`(TmcWI61LJ)yIw!;g3&T~{+4e#W-@jv!yU)`q?K9{4SfrhGr9%^V8LJ;X|; z^Rc&nqc}(484!2@V`eU@w%gS?A>FPu-tN$c6FjUFKi32!#QbAA*OE>7`h%w286lL5 zi8PEGI#m#_NJ93R=3+}Nbbn(cxg)G^dbwAYT<+u2mTO1?2sPC&uH;h4vF8l6aBw#PyTji|+?ondZavjU}xKXo`Bb>eYMc z?qG^C(Z%lz>%6juC-6sSj$w`3Pf-mXMf0?BG`0BliOm>%!)`7Aiph|&h*A; zd;%fvx9M!vCqqnUM?&i?Hd|2BnSA!#SIni`%nr|6hTCSQX_2s*-3GKNW-~hrVPTsY zQCL`W-ofk%cdh#%en^%zrq_|psHaDh#w_gwc2QWCF0xn`n*fyUtWaMqsU8oY`-ys7 zAXLBHEoHkv_hq~kE4_d(BNl31IY0VgK=)+?)Y^Uwr4j$6P{cPjVGlA{>7_QTFtxMc z9me6P3YI`!fDlZB!&E*FZ&|W%9CHrk&CqzlLe7_5H(>(c#E)`oiN{_itJ`Y=$gMSagAv|w1>o3H%I#pr z8OZ$-R@NFm$tWQK)2rxd7TpsQP?^2hY(~{RVcM(1ON{WIqZk2xbl zqN!b&_$2?G5?}c9^}<6&(d*t-blq5___^iQJ&Nltyy^3|yg*j2$#_c%C_G_^8=T~f zM9qQTa`izI=B*)wkp?H0LG0|Blk&zyX$ zCkfz~^=YaBzb6E6VK!pqqp9|j0`m0REeZrS)exQ1^?hv0Av*?j-{>&`n`vI_(KJIi z{jt=kS@O&*dSaG6FZF5ZCqwQpfuvF>Du$qP=!qdGCfp7%Q6UA0{ZVhS{|?z?F(HT6 z(_ahTwuRiu0eYQ;FQ|_Of8S39+;JK#+z@6@;dbW(oi{-0KA_j2Nj(rkYV$b2V(^cE z&UyMF9|y$IA;$skgI{{ccs>q(;n6hXIB1r*JJ@2!`{t07r`~H62B{c8F@blWHNBK5 zv9FquE(>9#n8?GL*cS<2vPIsYe8`1CNv+;4q4V#c0e@l;;4JJAT2EnjYA7}2V!}J> zMQsaNl)0^u6k~!EURoYeEo58c1Q&Wtz}xyfkEYhPPKU*rp~1Q*-gYNEBnW3{7`?P* z$#4N*d@U6cL0=QvL@=C{Bb_?#P^V~ceQml?ovKgQ*F>kCbIzGuP#I2|{tTvh^1QK8N&T(42)c;dUJ`NM+1VCKWQJ(+K5!t!|COEbAf?lB?AH8&JyORj>> zo;M5Pg^&$}97G!`yBDhiQ{bdysD2kBKftYy0k){2jKNk`F zOhk$2A)XMzN3pYY6=3%&!AgE-t1Vz}7pUi0bm8UfSXCyo(B9YgA=1$8Ecx$7b!I`M zdPx-5(ok%u#P5HA;t>?^4=)Mm@fRQhUw!~K(6acZ5CWUB7?b3822tf&lg0WCs>H`#Ee#fp9imhXxc{d@erFtMVK z=QF0(QN;iPV?|+rnOeI$2QSNqM2jZpO^p^^>JS?js3L_oBdt0+u*)?f!~qOW-YSEl zdMhMeBWW-)zUZz0Wnc}zcqJLFhwngqUiI2-aeIftgsYMSE5WXxG;Y4DR_Tm7HC{57 zxWTYpjhn`IZ~!~hyKxVED-;#i3uXzpD^9+6=_AZs%u4mX?_~r#1Nsc*;ONUB*v5+e zv5e0ub}zS`rtSZD(-yIauT+0l5K~0P-LK%zKK3~HUoH~{ad5=saa-oo1p31uVcR9p z55?~(0-XU(Bp8^Hw`fIR;ABmI08YJV;&c% z?sCq#=bpQL_guarY6HrjA9)j|I#j}K{=`RMJ}k?(;FfhKW$5^Ih zqsH#sz~6MigEyJsDneuwD~N4E*A@t^FSo741d5_1j1{lvVKjnQUIsIpsy)>q${J*# z0%Gobls6Em1;iIE5dg8h>}tnW&Gql)KK=-srKWMbv4rd(ba}Z zf8fSX@3Z{7K%;t2b#6leKJ$)E~9o8`7CCxEe!lo+yb z?ot0-FyAueX!o9rWE$%)VFQ-$xg67}st7qJYsJbt^q$LL{Ch4fy3*csam^N}tiL-d zvw7EL4z3KYti$CDHR>LMX~-K=xDpkdp#|R>z6jf-q^4)6bYLo6XcZt7yj(Tr<@^S` zX-~`(0dzVS|4ab=O8-$@^I+}|rizFxH2`!_9aqT^!D0xW8yu(<@)Z$@SI~A~#Vs#( zZ%M*}WpY(Q>PJUbx>%q*dJ{%Y2b(L9-+0lXJ$7h)&{CrHg1!e1xn>Why0FaWqNc^(A;hl)^-OQ(SHWqQ|)CJYAlK_1E-D!zR8xOc>L-zy( z!TTChMY1OlK;e7aBsBtsh1RL6FSW@}%X4uE%^S$Y=}@zN$f5#qAbzJsQo#%F!LGb) zWEF%v+3pY^e$Ib7EF>cSjOHdYkso7a*q_l{N_OCAfcT@GDir>VYDw~E+Q6I?{r&bC zdtq{m|3qI)N~`+QpbN)(e|BfTYuW1c7We2Pf+c|ta3sA*bw#Q$FJ)6jhSc`B800v`FXU?0U zB6&zAkI2+%jVZF0FmuyS%Dfxa<}Hsf=yYaFkgIviE<8FjsHi36R)EfD>QLuI;qU5{ zDE!?RXR8@VZ#-`^pAg;H#uZ5Q(h1Q^EYs2nk!p(4i-|8f#_Q$@(YsM-%XSUAFAhgE zXa^m6{0ZE=vkm8J3x5hCqz}X&S(+>*eA*Bk2LMXkP6+d1l4^;T!=y4wbT~|6XI(rn z`saxkj!+Tp%Qmtr_-u8abfQI&rvMpZmsmNEZwoH0_aS#fZ^6|0Ux7NcxkNW2F9{#q zjiQv=f99(8(oZP|58|XmH7o-o*P>3axO-+=Sx;yA)rAo@E7sa?2@~3CR?PKdH51h;m~Bykn2GjSBo#AsZg#G` z{E4ewk5#?-!Wnz*^+daxk~xnbo%)&Uya}H_>x+X`g4c-N#y9XY8TpmPKiih`GvZ9u z%d@R`b(SDbn~?odb_U9Rrcze>IE3X#u;Q>ZC@a{H)emY}#!cB(C~2fz&DEm?;S_@< z#~Ff(Sx1Mzb#H9ETEpkOH;$lhn^v)$^;{#nF|#}iwrfai*XL3QsAJXfN#|rk5f*Pp&k!0(&#A$ALq>F9J~3PLu9x{y~>_;D08`~ zltIS9#w<=h5+sXA#7;^?wR&|MQA$565W)94C=wDDw|b$o9}+D$%EQ}1zgd1hldXug0p6xD0=0*pXuHBl^2oZ{hPk>qE-CSWU7Re zkEGe_BBfu-zh}Jd(p}h&7;N^x3nLxX&@xe1` zua>KmWZ~YjhW(adzX=g5UZYm6EJkF-;&m|j8UPTi7(78ztx=O@@%GCox=ysL3;AbJ zOprX&O96zCxsvyJo1UMgvQbh?5vwb8T#A^G+7>KO|Kr}LI3iy6_OjG_vKOt(khj6n zO%P20@fM5x^^5WZ@6R%&cHBv-)PmzveJG0SnzbrZBjB~-y#Y}K8Vz5_`N_jYG!at{ z6)3-nM7)7X%4&r{L-=##vM6b6fT&dR%ojkK>{xC)uf#M5Q|}arIjH)ehVfySVLUQ@ zS&W%jmW`erTnpTM*L1uUUmULYNPG?1EqaU+uDXcP=Brjf{M6f%!MNu!VR$YU6FY)2e9M8u9ZQ$ErpA~Bwwa)j9y zH^S(V%s=&bA4KG0`*XWQkkpr?!y}>w9&fs|zP?Q`6O)S_yy;sbyhV1YdgXA-2VnVE z>)>meChaGZ%N7X!R+FSRy9g1PB+Z2!Z{Tu-4oMUCc;4q!o!H}{IxP2ij%=eK;F6M( zD7}2jg;Bk62@>=lOet1-KwN(=`!1yQ*Rcx1+kY2$!Nx($-hvpGikN>}?J1ay>7bVK zrCAw%QHp%XMUfE$BmCBbT-1<(&EQ)mvVQres`O!}N`;wGO_pZ1q$7pG_}nupq5ke7 zlx~s-LyiB-)M#arT;nb#N$vDHRzcV#SLhRXp)&i)yU7UmL5Z^2*}s)~j`~vPyVV4# zISl!uyVcX#9)YY-{H3bwbE;C98P#KHW=lKM8SJcsoJy?aE@J71M$o4-m>R7NjceS+ z(5RhEhBhJBd0klJxvlR^M!KKiM%qpAw^H$D7ZpdmB4KYfF)bVRCbaX8ExSe;u)bYT zvr=u*MYX#1l3qvbt(P}}i}g|kChJ`l-Xl<*-erHlWQfyQ!O{%HUrJLqxM(V3ghxP@ z7jq*F4b5#l=Iu^Z3Xe(kSbEH-q);9Vx6|xOr*Cr+P`AD#q0l>+Lalr!*S(ANQHzE|y5GX0pW13A>W1b|g)fd5EbpX{P2Mm2Rhf zx%0W^(UAV{Oub>7O;|P0ajH((E7f6XuPf4P7e<@16s6sai@3VwQmDA2kvZuaz6QPL zt>9w0)OIGzz09=boqD_5WVW+IHA#Dod{wGE$3>M9=XxxJUCy*=ZKxMIRVNIU>aaA_ zmEF-PjI|3TDJ@^)BDQX@8L0RwreZ5s%Ui?6V5tpF20KJ%WIRdf+9`_3dgrxPD^1w+ zlhW|BT{IlAI$_6Dhov2_>#mkz&s{80Y5jFBYS8Wac&Pj}OyyQ~ z&0ELCuBlB;cI|a`bf@NPR>yWm({8OfFm1z6O38P-C^=%Il8e{#`P#7-ANnn#$r!gktbowmi+xdxnCxpsETq5&PGB;zxzQ4(owfd;6t~PpaS>x% z1knbW?wpM6X--uNW21U3jqOBh1;W(q5-WXO;=;UcXuVL@dZsKZN5=K)VrbMFCPN!& zMV=&}PE3Y%Kv06TDD8_js4OPI+COMb5>A>L>+Tq8!DPc-dkEzR1%6@OB%I=3Q1YSgc zn!dTn5=O;kQ6U*VL5%Q_4Aw;`F+SC)7=sYw;}$j}UQiQPUMN>ASSEbjTuOwCO*vHT zz;N}_f})?5CLeUsWW+NOK>3?YnPJZ~Q;G>Zw&Wo6O;!JMr|N~5qBHU~3dF514nRy!+R97a z0!t!z*a#>Mzq!$8#ZFs-jX&k%3^~j zgt17vd2cGOvsXBBFbTW0t_-Fy3DdkL$hDj5Rg2;gqbvCI!MoC*!Asx!|z^WvWTcy)R%c^!~70Bgzv-Wco?j%_kw9ou?$O=r!q&2RRsH9|L2XB_BK*Ug6m1;_0O0AWWp0n)`XU ziCM%`4D_~AzIia`^elu`sBbS1GVUjv^Z3^R{bOOq`ub#!Shym@Li3p^f(o(v2FE9s z=c~gab~bKohN?yXfPBGfuX*$a9sxWlTr;4%SpXDAGr!I?C9@OfF$+k&#u( zkgF@!&WGt+ANNa7*(ixBoyzocWR(suN+f(Go`F5!Cv7m*U`KdHjr9U$!8ir{Z0*&JudXilIcD;-D$uzLS9(CuL{t-#dWTTtP(W``1rpH-AC6(v~S zPL}Dl+d~VJB{0X?Iu4m&;Xesjp0+~T0RE-ab82$okF@zIA`O0UB5PZ_6Dy; zky|orR&5+$!ByCZPazoOBn~r&idWxOtzDM^OgG~N_s4=+LApXzH@FMJ*iYGL(y+5e z9;Vdy3-q1eBk@A=WHg@4<;{}V(bcqci%PLy$f#?`n>pQao< zVx7tKnwPArj5q3;VT48+@(^T6ZlsT6;4C6wlkC9tDjI$a@l(`GJ|ng2SO)1}OJ2E$ zzxYs8)BGtYSt;Ucoho8~3{FNx%-raWcr}U`T zL6`S2OFwUL<6wX0!rb+_T7PE!;7a^)Qf7T|xKJ(o{h3XJncihfmMrVT`$+|~7{0PF zPw)o8N(^l|mK$dsPA1Z=MO3lY3);mc*t{MO3h)4$a&3cHP!#hhb2Tu&*jmVyuj!#!P~?kn=iIAd*MXuS z$xR5@ITiqH#M)Lw3@x$EvYdyv8p!0zV9J^TkKuBxY&1=;D#PiqhH2zII>~t6_2RNKwEfOwlT(<10m(4T9)_-SP%!{hSjWM(+59bGuN9~eSI9`Th zJwEaPPn%e)hkVsxS}70Eg~8KZk-5lkj2dc)wHl7gvH7)_3nf^-yVZAU@j7J-W;~WggcVX9u&*VEAVtvbvBU+aANP0E~({KmD4=2f1WP9XpnrYJ#)dZde}x^JMH(1$TO zt$YJliA#SZMec1;f$$Cgu=fqz)?Ila-#|xwI@&TiJE7Ty;79H`N)TXjbpp*N4?%;Y z(H5j#93cBLXo{ox_Lm#(lckR!TzlzC`lSWW$G|*kA=xJl7rf!?vUpF`tBob0iw@UL zg9r6YDIi8i>E-lt9`JAnZ8@ey7geD#yF*R7JOweD751CselOBXm+S6_<*KCjArnkxo=jGlhEh+P5GzdbuyV( zGvMS_WJ)?XkYW+|rpeN3oK9!96lGNZI=?CYQf$7v6E@%B%x1hdks=W;#?(^X#Kn9C zeB0wRyLs;uL z(W=%wcDh%dfV#`oZR~6d-+OSrMKBkDn6Ny^Nk9u)C|9TE1GEsh2RtiP0Ca**#!SbA zgFP4Hr`on6&ig2hW&`Xxpa&oM6M z!&W82cJ_ts9K~!W(YwekKyGI7gDDxO*d@@6bB09)Vih3$2`2QsfR+h;%+(p`_K`7| zWQF;RTM4WMcjlGA1@z0*tOOR(t5yL7B55gbguWCAFJxWW#w^TxXkFp-uUzUX7sZX{AJ04n^z<+LMGc4 z$@5rRZAG##8FG|w?c@9=|3mTkFP-rCx->k_4muQdvnaEsU*|U?Ulscw?u7k2)384` z>K39B#3Y#CZ2dvWabG8Ld?}3_Gc{)x6`}RF`OVNb#rRJ z&E@Qjue&T~_d)8Uo;-!i*%}layPVyt9be|`rU4_q9 z%h}U5h-)4gjf!K9F$J*XcuN8_2CgRKR~xlqFIc>GmRXtoQs~fb{3a3UTF1^Eu$d|c z1(W*aj^+)Uu$ZS!fE>N+TJeE0X9!e!a+SZjK&wf0^n`^d7OA89(o!hAM_j4kdj;4Z zUuIwW`{IA3% zXL5Di=pJg+`Qy!tB#d(ry=P5mJwh+zN)Ll2w@1nah-JPFz-G%d#W$gh5wL3rHiW$k zZPP)%X&k`NaBD!qmN}eF&NRCNh2~XzS-kN~4{f8+p=z}phF6bz6^}iItQqovMG=z0%dxXtm1rAoKF|dfTvi%pfZ!H^*U)7uppt3c26k4_ z|42{-J1DN@wz1VoPvFXE)`X<;W(?LZ;De==pXh#*fHjN0r}w;`=mbXUmX#6X6R;(S z-712uNn1-7D8j%zxBP+#WK%jFJ~=;-v0!zIXX+<|J}@4pKOwRMj#YR}Mj z+S|L((+4tXdU?2qOT>3ay*nsM!oE}WYSmdg@6iEAqBpbYbYwd;x=IvCjp%1J2#uvM zPkM>5$jvi^w>m6lRN?dg`OVnh6> z);isq@o@pO!?9L_@-$uAfNg#Xw?(%Ncko7Nizi>(d3O)`0}ba~lL}Pc-E!wQyH=jE z@i%v>U%F8F2BzQS&1C^Ee;sd%5WIYC$Mc>*>&!2zq z+HX!Vh@>Avf~M045Df~}+?}|Su5tHbN}199othEF%evRqjN&(@j6ihZh}k>Xtg86@ zbhIRJvwSR1PAX2JL{W$!l{(v}!p>gGJ*v>Dny}ZLbL zU6da&Robt5FVlb6RA*|NchdQUzNzXzKA?4lq6)UCQ@1j(_ zL(xUU`&ffobtvBUE**+2hIgpsTmr^4%qDVHyzqU~k0qpDBiJRTktmryknI zXS>D$!U*wE)FIZe*E3SC=IVTh8=yei$VPN9fo1H`dI2v*o?&I`w9#zbUADS(HSGb| zzx6X-0_7;C@bnJa-&qqI9=mV5$J{)c=_F1crU7(c${~9N|3g{o5h*00i*tt}zj5zR zn`$4P$SsDe_ymg4lU*3qyA(Ybx`=UUWyV|}7c(X`%;RbZnepM=HVKd$wo6kZwV7O; z?;?FG%tozG|(aPCl+W^v0pPUY9f8tQv=l;nFxH zys2>(=)NI15=`(5q2W`G=vpC~HnzEFBhpyp9ej(%niJt!_V1SOst4WZ!j|4h#M4Xd z8;P^;(nwSRZ=~d0Vo;i6&kJ|7$)$z|CE|q!C4p55_2}`9h~tdFeLddx!IkCFDk63j z##V1H@X%kSQ7>9m1ScOkg_-=t>8FcgxglzHPZ`IOwyR>w~02e|24>ASY4Nu{HsB056lUgfr8aXn)QmLe* zBuZ~zOR2Z7#OY1*va7qN1~}#}m8MkiLl+h3PJ-;_Att|-C+Dhi>6lc(Jr)%RC-DV~ zq+;`fo4YG7%1I>W6#Pj1kh}zyoJl_NAwY9jYXxBGaK^aH01N&r?lM4zewmuf0L$dT zKYNq`fEL^^t5AH`qZ73!(A#(`Jqn;IpolrI6U&>r4ju!C0J)2f9 zzG$7mh0DYU{m)Uv;xe*Gs|pdNQ$SqWe(#Y9;tJr&WSziARq|+Ty7^o$3}!Bsn{j?m z4q#EfOcIMGFE?CJpmGMr#V$&4v`IG9kFUe!1`kV&d(`Sjd39P~rvY@Q?H4bvR|#w? zyDD7)Lp8bsPj4QmGT0?);N|gu*n6h+TRsGn^tNOOXpCf+)~n+bvL2}FqK`Ek0q{fG zMG>^9Q=68Eg3pqpNT6?NVBY`V^4eRsXO+h{OrB1ezx=#%E9kf7@gica(dMB)dgJ^I05|` z4+O}l3EcIeqt$cQVM~QwSD}6-FHi6hCj@VoSaS~aM_M_nB-hdy$J-`ZG_}2_R zZCc$E^iJ-w;4E>a7$uA}s85Q)P2*RqiU(e2h4<*5o0qIPTILLck^|}41qIYlKxbyi zeTsSxpFK?e2_G=HHiiTXtqKTfG2m)BDKyMYg@uaeH=<>g%oA>D6yaL>SraJ!G3-<; z8EB2aY*6zC8Y1wD@(pa0 zH<;9jkUM4S9b-j=fW&Pozo%AhU`B))1Dmn%94K8RmL7@j1(8Q$HT$^vg}zVD4U>p6 zV#i?8qIQr0cL-SEwqeTE0-N zsWvaeNEdE#z*=Iib+F@sZd_oXH!Qkvg@}p?Un9c&*zh6=PRlIr3NDft6mXl540q9U zPB-2jWOcA3*6>9?Q-CCPMnt$MT=Wp9%TDoZ7~CzfAzS(m*!|t zfhuE+DRfcI(U5|&pV;@*=6=(5C!2800^%a(^C!X4%|d!4Z@n;IOEsY&nxl=%Jo~N-=6|<&T%;F~A3YIkdpbqY0(K~GHfXm7C2Xw^;B$9W7*!Xh{B#MCSDRk@8%JFy@pTvTt;giD=kY1i%qC#HLNUw2_b_g$of zuQDYhj~BucxW1B&CTs~*0k?$YTml6&-GY~=VqZXwcneU0wrS8VIPpgV?7W6e?Pu|D z*djRC3W@;f=}4BHy766B9XgNw-UN_6-)6GNs!k`d;fzf#_Eczt*kB>NI)4G>A1=lb z=_E^_-M_Imu|qqC-^^@2wN=TM3TAFTg6uq~r8GGh7=BSb^ssMrzEbOl{0AeyaapAG z(nT&}VZvvfUWw7`B8J|_2Oz^jCWBQU=i(;!)^HyuCC%kZ3c-P&5^AqFw0}znF*W_X z)}mzFn|@MSTjQd&i180XuBUUk5-$dvK>N+%D-33#(C`aoTK%R#YicFH6)pnk&Au4i zZ(`hAH9Hs7rP)b6re;62wXJaCFTfG(Y|PHNnHpA%fu^67${H>zi?lg8ye$@Oj+0Ic ziO}Hf6Dr1E=EAt%)=R+!34#|n zIgse4)4;f!&>;!i_#bCmJV(=Ss4EIvC9j+zaQp_3rSgEkOjRa6SF z@tGEkhL3r=0z3XLRPPQu{#KBy`TSi1JJwYm0U#gWUXgNuv`MOb&@Tg_T|mi7Ri$50 z0lNh#d9QCLwz?UV{217`1ttH5rA-A&KD-ki4?!k39>cyX4wP(a#cqO<&jjE0pybor zNI8X|K*?W6buC-SrJv(evN=<8&6A~H;!|NpiOwra#3Swg z-hwfT_c;cReE^@I2%zL)XxYwXi!Jco!AG+exK?nkho9a9C*1=l?GBujuYmU0(;j>3 zjyP zAJ!}OKOgrnYt_iNblS)SPc}Ak8+h{TJFSr5$*RIV@MQDL9%fJ(J6lbIDkTVTfCS;l zQu;I?o>h5#zHP#G==Q*qTi(VA8al?9(il=u_7fYP{2>=FC(ppde4gORA3**ofG2;} zi7kPaAzrY_Mcf(B;rGCkb2VIju6s3pkgQ`7=vW#T-*kBL11@dAP8o$=5Ip&Q-Uxf( z$ydwA#jc^dJ?5J`fv;%?PyR)uNkZ`C(s}~$@W*CD_~b_-xzss-7@vHq13vjw9iL2W z8S%+ce&df9BtBV~5FrnL!b(-l8sN1hflvMsOS%W2+zYiG`W?p&ak)K1_~e6-IqAfR z(4Gl8--Azn!r+q!IyEE0C-=FUQM_X?;*&Km!3Uc7{A95LmHGkZC6bd02#KhGW;pNV zz9ocM>oz|53KwNZW?_V!y_D%Yd`T>VL>2=>-4I#f5k-} zy|WWg`5q>WRcGgNCwJSh+b3;(kW~=Ama;nlm4E4?wMZ`@B<@eST)Pga{5KZ?^kyfZ z@?RMDR?W@@b!m1|kEz*rIZ*kC2OXyLkv1pKcPR23cSN)f-yVM~dV2eWs*9iO!noen z1XNzcxVCC*E}%+2#2U5zWYhomDPc z-csP>X9u~OwW&oQo0?^k!+7tOflZr-8r3Cn#xcJtuW?HtjSI9`>7aBo6|h@Ci{Fwg ziWyq`CS*$5gpnLI!4j;o6KI*b65(U80ux+@+8Wb0;;$|LRfU55!6&0}_v8)oX?S1_yNikm;a zw9vrbB!!I(KO@JGX9yvT2L|{>wM_4LwTM4hV9X3&f6KGDn0+klFkAH zirzJok-PY9Kvt)?*sfgJ3iBmk*COOMu58;|^H;GAW^Kp%kc8;uy3>?p^iy1QgcRON zL69@@)Hjo>^I-5^PZuIYs_2kzwi_HUGrJ97F>W>+6!OGI#GIGHB?z+>APmv6t*Y#5f^hhFsc!ZD$Er)dRc8@n+;{0Y8N>UcRty66hY};qrOx_$6K!tIx_{$H_I^;?byw1e~ z20Avzt?O2aP;z?Sl#*Z3sgmbF$uCc*62X0lc}L`{avT5c z#DbV@P`ydB4ehi^fjVsn9cP>om!!4~0e$AASJU|FE2-la3B~S(25|VR?6Pu^n z^THQ2$)$#^l6X0hRS>qyEkOi36?QJzdZA}n*n3A#Ps5LASsu2(V7>u+br7bm}Iu4Ikiis+VAZyOzZ7O9KXfB{kU*0?MD^x_DjwshOI$+UbqKN zE;T%C5ic}siG!k0&-cXB>^<=hlCz6~`V-*NF9IWgD=vj<9`E$UJ`9gnH9LM3{#!21 z8?njbAoMqwRt@Mo!(bI2(XUKUNB32c^whhUv?V1`{o%JM751w*g=xd$IbDz+?m2BS zO6a}5?=Yp&odDg!_&bx>%87I3xO6YU%Z*-^as{u)B7uBQFIQf%zFP58z6gJrb%&C05&}kD669)@rWhC% z(tRWfBT*7WQAX5_0fuy=LB z{@c>9KR4_s<6f?CHT*&#&&^N{YgPpMdO~!uV zC&A(3v=y=%{7V)7^W?%G$?4HO3B~n4@Ry?SM}xxmCD$#>=YOaw9!;#Gv^Slw>$Nlw z_8a5lcqlxJH@9o`EsZL!olowd%KsEp9zP3^j-7CiybrfeOPE5FW9%lT@UVwmFolO8 zb&{u=LQLTZ+A9`Qcu+gO%$P!@+!jpXg{aOMQ%F2YOd%h}7^rQ%Fg0xR{TgN^?Xxh0 zmLmEw_Gufu8bE_%^ge8HtO1Z1-o9k>C?50x=1f2hK6epsW(3Hw&N8bG@pS0WEg0#} zos}?Eo-3FP;RA1AP)xj`o6FQ|xr#r67o!0QtX0P+1T2u=zb%ediX%m+ua0-Bhl-=4 zNQFmtIUq(Tyoc=(`k~ zmNrlhjC9={>I}Izf|oMpj0QPv96~iXDTu=Cyeb@@kKJXzvQM z!lDplEn|OX*{V=h?BU_9`&_M-o5Sc?cy>|c zxJCs9qX|uarc!0B1XYt8!VAVUa(MYZ;|pVLpo}9f?m_Mg3J*a$_e03v*&)_uY@B+h=QpFD)#&xS6y`}F zj_bL3hCl_eutl*y9Q(UstLem+02&Z4*vg~MW9%{dd~nY@#BJXpeuGOJu)S*Gw)Tfz zypA_QTUg`T0M;1vQQPhw^am5TvAgBYZ+5LbW#e~ts^6K=?|Yeklg|PK(DC1RQ-pwy zYbBU4(7LT>476^9J9f8RsJ&Z!Dz$&9Q?(P2>T(s8cf{1nonvW)#1p zWrRKoM@)`_JL35K8uXEm<;h9KX}zd`W&qomEa4;RqiJ6pv;9@{KgA06S}Ma{Pc65N zUHjvEqos;|6(Vt4eb#?F?4LyD(1gz1ANesO2u)HV7)LQRiF{RF<47kK#Ds+EO`4Es zC)En*C^%6c6ceYoFrkmghd>FvObN*&hB&e1`f@P@(z3}AR<~J*+ATs&1`|2NknI<$ zPuuoh=c2lZ2^|XIRx|B|P3S<$JzrJJ?eOSl)qYnvF(HhIYPK|@lO#jQYkJA3ZE__* z!9@Vw011uiF%?=FAlJ5w0a6>84DjsO{R@k|3zOZoo;wNCYyCm#?PV@{i&)=bknBZF zbz$pkgOQtbs#4e*)njREC)nx__!+CTN?UJrVO_Vf!=b8wWva5WGOkq@E2FkBS=pz8 z4I{)Uh~4B0ZAW3dP0M7v!IgG%E2z?9V=HtzDU3YyO|{r(U0N(+-?Yi~N!Dm#`<`#! zDwNJE?q|i+{Z34Y9zdK}_JG&zzU?WMv^%q?8tO+b4W;*Y!l3^*Gaak`&aKR)zmsk9 z{+^smfY9m|(|R$*;@i5(rH1F)#7ovN*DeGXIv6mXPDp~YO?V@9IENWH2V_$cx~fha z^o#t=_yE81q4hVm3GO5OM|BiXu1uYF&5iqwR`)pO{Q!MxL17<>%}Z{qF)Ry255yrE zg$+Is`HdTTZO_b_UA`=EatcX~g(N4%NusR;;_m_o9~_@Rb*Zyl7}dKJMOZ(Rahcpo z!i>2IDxAn1nw3$Zd&cqGzn`n_qozV`p9rZIM~ZLe~EWG=EZP|>CPeYC&cX! zx|g;VDY>wxHx7Y-M;UKcjl;!oX&e&X)Hn-t-(cexW@;JaU=;eMO!Y<=ZA2Q2yu(W@ z8f#93XUS5_cg5B}xv-@-67lqE`$ppIyEGD2z#Az!ml%{X_PlUMn_OymP$FJvP%>TD z81LY^Ms^sJDlFN8_R6xc2UzF$TN`Y!N^x`J9+#Gm7$Ci@@Oh@-PHt{oYk6~{Bdx?~ zBQvvYX#B`K>%TSCvc0 zqzWFis6aT0Z&@T2Lq0cmS6-BpNX{wvk+>*1WlYZWFn|t_SAqdCdkm27;f!&?YzKZA zcb#J?{W3MzITlvD`nGEAy6i~4mUNlpF#R%zmM6tkjuW+FdVvt4H=cZU9iu;UGSD-P za@|jPF=H(hXE*7W_+7e~abA$CS(ws`8JYrG;?&Lz{m5TV3Vl-!;PQZ9mn#`c%F<<2 zK;%lsVKFVjXTsVAh1sEm;%5ap-(UVLr#tF{lAxR{f%#fR0hxdkZ3{NPKDlr+*jyBD z2{ykmu?lCfIj=nIHFT`HG*$we=eZW{lc?k7{<80grqJ|rvTTECCu=K#HzzV*Fze?H zyjs=H`-vVas|fy9t^B^^ip;IdD{|3A`?LhSH<^Dof%jj9u=c@xzrxfRKMYSH@P0F@ zjs@P|(~d7Q@Lnmm1$ciBN^}O^6OR&j&z%)Ri$4vY#iTzOcz=cj-mh7;abUQLh_b_V zU^O%NKVi0nJQW_7V*CQwiNoRm@!fHLW&Hmuc$Jfh__iiNDNOIq9DA5L{~V}OO@24e z$FxRjPuCn^yx6@P$(4PAviif-tzK;+Q=^@_UT7I1c}MV=qts~-m31(KA93gqGy%>^ zGhPv8)iOf>(~ggqi@@dQ5aSoc*K@T|K!?lTRjqLB$YfO)4!?87j{}X zfp}EqrB*~`_x|{beYoY!NTb3WH=4KNHEPx3SZj(c91`F@ zb#E}UUM2=ZOHc1Tt*<|G<{3){&OGDHL4Km39A5KXk00J;Yd@Y?R>ruzQ)46y82tf$^`WE)Sw>WQxISwe)Kg$*@Q2minU(Q`VL;?vQ%GiSxPQ~a4t_F>$RH%Y~zr8 zQS#%*nQa&&*{!#thal%Hm%Lhlr8~;C#m;8fe_;fzC{7H^*`W#Sc(Rdqd4|sOG8g~8b5#O(B5!QRd7TX zGU>w7HX1{CY9G!97mBzR=>>@4TzR-r#yw8qfoO_Zm%a?MhGB@sd>RHK=~{%-TP})O ziq^%gLpBY;9H=~A$Yn6uSqeag`4`fz-x$jldzUUQ_MIh)@jc9#@XL4(w}n_Byu62d zj%8{Y_CwA`rg572LV0;_B!?}Q70dd1dgNG1n&3D|HZ$7DH(}QEEuwXDTFk1GSxoch z{tU5_uMRhGDT=PR(o}ndWs51Yx1(!KR|h@2-NpyG197G+`Z673UBR4)-KKe@Yu9i< zoY1M=J9MX=IcP^2`MevQICTf^M&}JA;~jS((}hmkg$~<=&f0NDWdnXRilsC|IU6u- zu=y!^3PnS!@}3d`FVBgLWU~I2?`p_@p%WVd4MlZhH=X*e5rCoJs9NIM@g&pk8I@GG zxk$whV1y4M!161&SgkYa-td(A>HHFk+gKlTA>%!nt`#}I*^Q!TJbkr`(*sVR??;gjfs4c5ucyN zM1ic}Gri=b0)8cCF*H9cGg-p-@17%9(2-jwHnsDEvvC(5irvKNodUl7$a!$-3ly|Y=LnNO76!Ptjg(V})BA5UY%ET1 zVLQIeI6bA@7M$MaQJphRk9Z_i-GcFf_c;bE`yxJD;q=ayNHcn+Sm3+Zc`>$Bi+MWg z9U*jBaDf~Lzrk^E0N+Vhi1Ip@L#KA`l|&}Q-cI$WOtY5?9`$&+n@@)IZlY6mIt(sV z>2Oi|2ZazH*!=5JYl2~baOwqw?8W~flmK0|LLgq8r1SWM_#=9!or)HW4fbrp9{?Qk zm#g{7GG`A+fm#(Yl?x5TcS0#F{156t?g~4!&*bn2`03HJOS9SBzl*iT?`b}c^rm`> z=h{DM$)X{bg2sS8WT8#4qr$o zz(*HeNvC3hm(rz+GXPLCk9fq2bc7H_B2 z5#AO`ZUqC4dKHg>euK-Bz|T%dKnm-M1dNdwT44BCQM4uI<=BRSib}c-=syB!0s=hD z8mmQK5p=Z27}<;TAftO3;{>z`l6$?270bN_VaRmGvK9G_2h{ED`a3k=sN~8Me$nR( zganJ$eYrSllx|v9p8#Cn60 zB>p9p)hc7`++qWcx)~z(wiL!mf!A)~#u?g}jtzk;_Qzv?SDyb(PHc(oXW|7DMCv-m z{-Ogq_Jqi78zT1uE^WYe$b{2kAzXPQw1uCn5g~F_7j3~z#td0OcQ8fB?P{^}o82l- z8Tc1ERqlc4bf00$P2PSKAmvZ;b_hXH;6H!_%_^1Kj_HBQjj*4t77LwsiA$yPhdR~y zT6u+BgJe(IUn7qV$Syl1*wSz}KiYF%(hkc>~ z8v9?)DhMBM9b=qACr+Oe_Y5;Xao8*|Or94YKPCgA`AH-Wu9%fXzACpd=){7Ui%`8u za}n*>O9jIfoTv|qiE~|;&9;uR;q+r^;`>KnnM7j(`NV|?%i{06F`1V4#BhuZFLJ|s} z_~JN8wB8pVa89T=K7s0;uXSNm@12C#x}9-p)jPRBEC(e-e>GtXaojeyAZ6ZJ}q3I0}%d(uxkpP8Nj zk&j1y<2IFHTQ@w%zQQuHUN;nx6fI8-kV#3Dy3R?duH|v+(#G<$^?-UENe@6-xxc_EY5YS`h5ap`bmeP>uyAUgkP7D>g7o!hi4FRJq==M?#+7CP7@%zp^hJBF^5tD{Zpfyt~b`!KV?Po5a zwf}1)K#5U)1M-gOV{D-rksOT`WARt3vNi9TwcovIM!b^2i$c8*wr)^?%iWqR%t9ETum zGXRLVlmoepXfP3;CRZV_*nkYd!gPyWy$bMW2m(f7S?CRTuSahY%EKEf)Hto!F$zhA z@GrF@LQLh#Jt7aw9@D^ReU3Imz%g)u{YEh@U`*(!GXnOAx99`rqp#630Gl+B&3iP0 z$bxieF{o{!p5-QmHZ0+1CZ9%WdbK&vu1Du>uk`FJ%I(G7GCl@pwg3xv+p;K??)7^mEZ6ZT2Rb{8VQ?Z!jI zT<lUrgdZk#zGhNLVSDtRYM$F( z=s5Oddjpc&aV}ZZ9A>K%^Wq?vIL4*{^&exW(LrV2PO)#Pgkrkde)NLZ$_P(@i1%l5 zJc1yL2N-er+Q@i=iw@bYmhe11X#JOPCAI~Hos({C;R*@@)0AFEJo6=X+LDzqy}naL zP_W0>GDReB?+F0c?ObOe0M|JT8r89Pit6VBntoE2tn_nNr}`o2%KOskXAjuw2?MtJ zQm1A_FOh%2)r{hIVT@oa;o7K2bJrH1Ujtk5F)%r)I3W`i(8!r%vV;$Uj_ESk>W?nU zHq0!4$9W8m?h#m(@WYX>%5CiZbBBF~k{F|@-lQ>FJ0eopD#3~RpqMz=g$aF-qv`cr zWKPmG~t@~4QupOCgK04&IB-i%48%$$LZwvppy zD;(E(E>;-njRYV#mlQ+~$5Qva{SHuaV_3vYC zn8qn@+jNTUvJ2a~H=q~0i;QQh9>~RW>4Bt_O3s{ zD`-*nhf>W=E~<%`=n-K4Wt{m$BD~EGS?Pi?!}UXCKv}Jzj04Y8;?(l_UQ!f(ayHX zRkQZG2%$GC!44NP39P&{7uKa&NkzO_lXHo=`X%-z#%FfPrH1F~#0$;U`N4B?PQi~n z#&UvL$-`}|#sZj0xVAW$)i9dE46_=gU#13TwWLwm;s~)iUWZtjv!{Sp^_xqa3TV}H ztvilHpb)fbBFNSBrxaRcRzwS|YJOZgzTX@7v+^I!Kp+=5l~P0LW&xkWh_E5$`+c3txivL?KiG z#wLK?vW+SUoN0EgJmrg~|I%SXMst~6<%5~#_ZHmh0ITL7nNYbEKjia zFI&J?JuP6XjG@`uf~yR9WaKUrmMSIySdSf+>PafRvfo2o?YDF=<>0U>WlnowQ(9;) z1uEJDn@SaitIx$a5@fx^^2XD7e}(hF*X6H{}?;XlMFU>t&0xXE|u^+1e>~s zD{*JTrhMYL+pwudr-~qu#TKTB zW|sGG9z&yh1R&K8HuYU67Q`4$^(Kwc+A)qoNhQFh9(G|uALM9y{R^gqWZy2JN?czq zmOvG7OGwTojy}$?=Y_8dl1mL+CGm1Rs~}{Ro0m>4Y|69~QV|<6nWgclrZ)N5Nj1Ae zL!qP*4~u5_dQ5hSHc2dJS%>v6Ga(tQz*P%=1>0Xx*hijjB^#bN`xJhK4$}@te&fWp z?P{<&HQ=h#QV2viq9t(xX!{UHARLPLJMWNAc;V$bJ}4vEM&qFe%fM`ZPZU=*1|CQtvA`XH5c8btw~{~w(f!-Fb-dde&EwCYKpWx!HoXHqUFIh14dhD1K|3di((?yK$Dn=q_zd3gc~^oJ*`BPPXTT&n1&f4X+`H7g|F&z`5k{nw;<^S0|oj zl!xnBB?d5;aK<<|*V!n+4Ci_p{gMdhQZ@9JzH={-3G*1{YJlb^{=ir@-za;NUg3mm zCJERfejQ}LX2h?#!Xo_Icg-Xr2C#=(n8l5%(2vu`kKx36X5R}ZpF7!Gm|mDclh)qC zT=}87fFr!N7X3!9T=c!{Xe~EhkR^*LZgL`J&lft`Gwr^t3vw`KKLchrOWruMg=2~H z;~=0=ffTm6AKuie6+M5FB+56B=Gr(54{_DEmj@#fO*R+s-v`V;7iO%lPv%I0SA^JV zj;8>AMR*t-pIDx+4%4e!c+Celd}3HR=7MPiLDTtW9^^%pxSv%+-)!B`5&=i>#~neg z<_mUqFKAUTLml27sBKO}ZBiL6-<1|#AIQ_r+@%&i64FBHpQ(Td`f+d3Ua@{kmPH}W zltxuq-NfL13=G<1@IHdnNodG47`$V$+}-+%ne8r)bgaqd^qMzP%ukm71x&=E@jlp& zLo*srsksG>_Y#yCgT_15*vlqMn0oA0m{GzMXD`Mr`9gY|lUoBrhrJA?^65$G*GMLf zR1UX6bcW`U8_1Pk)WG9<-uB$sIG$<~&OC78NlBC~|3uU%XE>&{|Lre*Y%lhonjMf2 z-yQlg)7p;$t!dkCe_byIH;i+qXI5?;7_U|FmZtCd{fKQ`94^p{mkpo7g8B3=n^Yqq z8pm^Zx2#7z=f;#=$9=w`>h?_UMb%0@SFTt4GaD|v_|nY9>sR+@mMvL&T7SmdGMHI< zS|1Bk)+0w&Jkp6*(sB9^i*r_mRYfp2(XQ($LR$F+vxWp6m27We-wXdv_qvlx&{m*59vlFE{v#IUCy zI=gAE3hukFDULP}t*-zRFMB<7Fe1KGhf3Zso~)&(WXbmNZU_z6<>CIH5Ji+vg?_ z?AsxS66I+wqOd&=(RlPO*$O6yX{-x;K}no}aFNyOI=XzsC|(l#44QTHT2vtRJQi9c z6})hpbLC~OMFoPFXdh0l3XYOGzMQlKQyJ?h;m-zV=KYT6(=RRi9c(#tv{(vtw!VL9 za|xU9ivikh?Iy0TMdqG-X(0+qv2g1RF(j7fn51~c(Lx=wm63dH#im-rn}YS+?NGCw z6O^kDTF<>Q$klxAu366oN{=k&X6dSw-Z1=8d62gRVz?~hl<=iHsDQ{a?#TG|WBl}L z7s2)uX*r`01k;P~_xZGZVp}%a?*7M;c{kr$`!F&kt*ePXBVUAzs(5xaMB zTsscUdlyR0EqfPDRF`7!g19C1(cT4jfov6ii?DD^it(?#q|LVOT`b!`dlzzrjOF^Sv4x-<8CGlvBW0wzaOtTjYzC)Y& z-(gzhr!3GRt&TL6_UbzA!v=rdtL26%0Jh(%-kx4>a1>83>Uq!(d@Ca}(x|YEv{~Y3 z^oq7;hRZqM$Bsk|cK~Zxsd@Px#*v@tT~%C5CqSZZ#B4853}%RD>|_L-(w;^xU&;;R z@L_^hceUd7ps}C85-OX_x!PpuTFSxqCzN3r7Tb|1)X$tQgQknw1R|ksU3a)eKKie!I=@RCXFI0UA-{YBZhvIjI$}WjwjRbu`8waC)HsS z-Ug`Su`z7DA+uM5UGgaDwEiE+EE>yg&*F%soEu%VoLQYLz2=QW1RUD2ulyxY+BV_O z5U^^g2>ge<*cYoI^?0?Cr!6z_S}4jcjy15SP|K0f89D*1j!*Dc0Q3@ieGh@|tHX^k zBmq_vdx9j=m{%`U^O;evp5?V7$b30BA-aNB&lSslUr>$^W_)U85zwQcR>2U(tcCl{$S4te@|Ay>z`ksiLlLvBzL@j)S~ zN5uJVkOSIPe4$R7SF+T+AQsO$7m`*L0=9y3pibrp=y?qfwP2*ct~PePE9{@e`b2PB zG1MQ%*?Su#?2unA<0w^QlF8j#s$OTP0`6l*E5#AusNofu2tjH{N~~v5k-55_9xMsq zvIwD?xmpJCzJ?VrjuZBJX3eUN1I&%k02iE}2chEG+T8f^@O1V{g`BU8zm)Ia>f-z5 z7Nl_hCt)UCLw?&W$na>;yv%73upI!Hq!CnRuy_?1kl=5nhg(wUVSni1Ca#CjRgmM` zk8QGDY?3NwU+=`MxHLi>Vzx|eXKXNS`?S|d+1Nd`&!B{OkBbm&^HiAK0Z{k5m=so< zr@Uq2*M*p8%gs|!0k!81TunNFeDl!0d+jAB0DOAEyS>}gLX5;IrWNU?6sZSfAwcI- ziMISlrV-uXxYOxFCsPL~DCM*vI%RO2F1Sn;+@=W-t=(Ji3k_iVUkew znS*c3v*z5>a@mPfcXjAcMha)HJ8}mn?%=?g;g{Nmn0RmJcG$K>W2`Vu>vE}vHNXqs z!wsVt-rccK9mCyGrR;pzM;m)!1^Bi+c63g>-v3)2-E7hc|=ET8Apw$D#rO&iDr#=aP95fm|Nr zLt-e9%Nv=!cQUZFwVhyCN!>>c``BT(^M+2Puofb<3=uzbMu!|rH*=P7Gpyx0_c9l{ zbc2YOp_m}&Geb2zjH2ybU=O^_hP$+s)Jle5*-5o2PjZcm3UyCH`n$@aqYIc9SG9{L zp$b-8R3JRbN{gfko@8i|`{d7Y>Ss3x$+wYCBf|-vmbD8%e*V^kuH2@r<}^3Omly}G-bWm?SNA2 z&|h=0{78qUcp6_}250Ed`gTrm!Brl?2z6_G{LqCDy$8+*6Ay7F+OC5aTAjOc6$e+H zN`EBQctl0Z0+eHUv{SJtP|oj}SXT4x-*OFv=G%SNN5&C}o4vLz8BNEI8#j?T-HKFo zOaHeLW}_SfvmHllls2n+v5RFyW_J{==J~wE69droxhV|`HHRF^$R}My(WeU(V(67j zj^vq?7{j^9@#AJIVuTd+9E%FX7{1*isTjje9d2`Hp1i#ux9eb6bX2`%?U4?3S|@eM zesm`K5g+ro|FwqsY2D}ZE;bkGKF7f-KFyliusG5tNXJ|12K~k+sp>G_bYWiaFvo-Q zZ&(5R0n6JTL-;uB|MnlbJ5NQdhk z0%$zus)P9UNSgT5gy2exs=^b0%Ef2V@wIBJq%X3SMRL;cDv30313yvHF?r3EX5ef} z&}_mDy(KPf7;y*$nC(Y?oRo%eHgh7lUuj+~-&NN>$B7MrzoEL5@HbiyIN4r)plVr~+B&#At1){U5p{pxlVzK zp3UsRFxnbc4G}c@DyhIU%41z2GKJYs6fC<*@VDv%uSp?xAH;rDoY-22K0CEsn0}-y zL<#&37lHLoe=?+fE0fl$({shRbTm@utz4aPGE?RI7=iC`0*7oY_FmW!aeJ@liw9$->h*#lRIi#?E6;r5W6OAG=x+w;PGRdT7} zL4bInL4ZeROU^0yk+(BtK&0eMBAAN2MUAOK5MCmjvAOs7#AN6qf9Zp`+gY0T`?z2# z^XZqV38r$E9&iI!1joj4jT=|p?Bc4JW2lDWs%T}V2(glhV^ds%nu5?O{ZP7lXqDa| zSM$bQ8d@c!_ehkL!(y~4ooVdv%ITaH$mtS$MQNwBoC=7f?$Vjnr9(uVV$5; zaa}tO&5<*dnp+}goPZKjM9v^?u@YyIGq?e>_zny4nU5=NB4?aH@e_gzsJM^cddE13 zo?w+$b;#EX9^_z^IHc1oV7Ky5OpX5(s8LP5H@_T5i56PRY^WhZI^u)ky0n;-u{+Q# zW~bj6B9G_y_iRI)0$i@9D4fNbUuVNg#xGR2`Rt=?j!;yN$n9-p?(seBI_9IfTkf=r zupX@ipt52u-$P7kwQr%w>lCB_H?ZaPUQvV^m}yz+zpYS z+1I&=?kKj!hySbs@2e)hf8(q5`pkz0V@4*jDA; zz?GMevI@f8;t95`y66vla%VNMiuf0T^`C(JM$0w$m)&Sv_1qL6ZEY`Ps$ zfhkQ_i0bqkTm;rTJ;fuwh)HYJ>A7NDIvT0-Os>vdzpYwvQInxNl(-?s3hp?M1qA(fDYugmoP z{}wAcBGyf|w9&zaq_U}uzo`~`R-(iOv&~&)*<$77!p$uv3Rf*QosA7r9`Tow;QGW$ zoZF07-(j0|6mI@ii2}ql!7D7A;LXW}o0~usu9_e*-2D3zt8i`rUb#yHv`?UgIPULw6 zEyj^wYcT1c?VspkDjV(jQ{o&HFGkDfl7)?y4xk+T)JK^}+daw6ufut4^1;u#)M4nk z2_d92f;S6HZrnP;! zaDRKZ3Sxam3O!KJ<5RgFLWgNKk*UQtwoOvi-B&v?D~{5LL+qbX+Zh{7+nKkINiEp7 z&!B|3+(ihs!z#>>Y5q==u0!Oh8IHr_JvvrS4Wb~Qx>)SgSYnnFA7Cx$#zv10T} ze3@6OXz>?=O#`8=);)x}i!LI)um{|Zb8bV{w-4N>Tz;{CE7iZqsXAdlREMSg9G0XT z;GScDS1i8Dg+<*uD5UJIOdVF%!8PY%9i;Citb*{tXR*z2L|cC1(G2IIC_D_AOf0;& zBMdG4Q7QKWF3OFV8^x)34;MdVZY>wC1P?9W6&s&)VndiA)op2p&*-wsVY%HbQYqqV zE{f2Nof_j_))-dC&fCq!*r@`Ov0r946LOpdnGD;w6DDlS_?uGeZ(P(GF>^X~{Uy_E z>idR|Ik6$koa(kT^TnNL8Mf@4Pic1cqu_2qVIO&jmuP*u!P04Y4>Bk1eQRSkZvhvB zrFJtJ>`uSzdWwsRBF0A(>qSgUsg3WcPHYI{qq;4P&*kQ-=(R3cl*v8AMG)QONSSMy zG83&-P8Ye}T}+ND;3k)xOB~1#Ft1|83twC%ml~eB5-*2yw-uVYKEY5~*Si=)q;nkx z6>Vkq@VL9|dRq#y4~5vb#EGq~{n7!dL>Et2i0brrxCpFwdWviKCMK;_N8^fd>1d?R zmveQ7I@&I|?D}aJH5t0Ye{ex|e^l1jT?EzbfkF{}l}Tx34_qNG_CQ{R+e30LF$mmf z&kOfe$)$z|0pf)Q0S8o;+yj;qy5#BvDodW>V5$(nO2QfAP+7D89EZv}h<-^#WvLo^ zOC#WY^8t>Ily2%WapI@5-|s4LR*+&@`((GRVPL z`Z8GBEIHsT6^?!GWN+a(h$}>vA~k~$vezI%zB!xAd{%~OZn8Ox|IP37MxbS?+UAuh zpj6pxu~MvOvxDOk%kdy9UPq$$T(PImS%8kGg^s8ety{HedwF>V#|hOMUKXaOTUSj~ za%06|KeGvMJzj^`XSbJwvmWd8stJ|{3T=m_5{D*JtpKf&L%R4e(?zC8x7+B}OwB8J z6`$^j`PGs7wjA!Xjpv51%i(l^!hhl+&*E?qcF5oM#M{gsDO#Mp`90#&R}pWVR`Ynd zQ)+dD;+ljWk**iVP={A5;=m%GtLN~BG_@K+*2y;M!Kq%ghNq!9i#VCtTFfK0e07?x zv`x^ny?D^Hh-MVG@2cf;bsH5m=H>hb;AhKamw8gis%&tbs|}XUryTs?PIgUf=l|v$ z^?H_g?k5yz@=a^BCv92CK{AWwc zRl6Vh;Z?{Cwd#+OHD3~umfmi%R#hZ#oThZGY+6l<(!WSOwGRgS)Nns`;FK#^#qVyA z8hQNg6osm0+16>Z(6Nutnk9J(CxY3H^A-&Cf)hhpiD`qV0-8zzcKMa8w{$8ioiW^$ zPS!c9doe?bigkw)t0k$D;H{lXK*um|PA9=^C4n@2%|Fc2f0bS#{85SV@lM5{E24M1 zilJtx(TSKbdZ6&=WZz|rszmfaEf;rI@wL*1s^}G01d0#?$@-+7*wW^65t-&nB3FSF zW|W>u|Gox<%KSA39WX72AuIy~Q~OzrNLBLhxk|1);bUS$^AmkC!bheYe~(<7Z)E&> zwMG-2-j(YvWdjQ$*3^rUK_`z3`eWl&zsRPIy&Kl8>T4Zfj!9-fnpC@F%E*2j=+<&R zDb+;}iT#STe0adQXdu&80|S`)IVhn0$kDdSs3V#2mtcTspI2#Xf6C@`gdmKIju7@m z<|M<_EPfhG8V!dTy=`6C$D2>NDz0%9Eo$7_|VjbnGmw2a<J;L z_*%7w`+3lvQo5??V&Kqi81Ke- z4Eab4|6-+4ZHRReLz=->5Vzhd_mDFJt_;f^uQFP!(DDerZ>Wl>9cwpS#tJwO|BKsI zb^I{q4`!~Y73$~&!j;Bcc>gK3GIJd^92v*Z^nbSkDE2_hnqMvD0?wvI-M+p)vfJTTX&SF`F< zbJ{`_oNtVc6bz>_3Og(p$BOmIi{>tB9ysoeXQ2~>g~E0S z2{Vhn4CTN(b&O`FP_K{s%NH-+wrv}>F3A%QR%@e+^WN6QNa-)0Y#vHE7$eA$t$P?T z(Ca3f`{Vn-!X>AnqaIir8IDv#UsN>rYhbx$W6PakNmz|A+DJTdtDb&+^AG5@xqF(5Zc> z>0tIZ|1(>z4(Ehoj~*^y@ES(r@y-SvGX)~|b&YXUaUk4Ly;z6#xf9p{+o=xIL|u7> zdE_S$d@G!8t~WO1<L~5d;c_*1UDg}R70cONK93DSatk*$_wg!QC$U6n z?$7-LIwXt>=)xkby`JTGOlArPp&}Sdo#D4(I3xb#b0?egLSM0aj8gF#rHurC%%DDz zXW#dukNn@grBU?SQl3V!^9oNZz3+4^eBMoD^64P2B=X($Am1jk{0fjWh}@6|c?pqs zj)T07$o>-`(}_IxB9Oll`R*G*zD?wt4}yGy$bSu>#;+6k-B}>NCUVzGkoOb0<06nZ z5xMyikei4cn+I7yq`D2HOysZEgFH&)))#=>Or-HbkQ$M7w}Px8^3i)iK1^f{PEktd z5jhMaZ0QgpS(5&lAdTh$q?P)_IMW^1%Z|c%JD5s#Fm>!;s@TEQu!E^!2NQn>6MY90 z8)+cz4kqpnCh86*<_;#}4kq3XCfW`r)($4p4kpeHCdv*b#ttUJ4#xft#`+G%_72AK zjz-})9D?w6n^kyPVSqJSVNGGAa6o{=4F=5V(SwtbVBnYId~@w(2eR+MAkQZ9LLz@5@^>Of9tx5n@){zqC-TwxAfF)evIQV7C-SUbkYOTs z_knzZ$kiu(XgY zfgDdI@~!0{-y`zK3Xn&Mu#Wy3>h~Wck|ZxB*opFv72C=?R+RFR1VY{;&VwAs5UH#M z@rm5{43L|NFn9J4dAGk2Ns^ZmSjk)NO8br%^KAu28YwZ!ASAx_Vo2fN|NfJ{6D~ZQbNUZNx#~XDdm6V#~5K@1Vr1>0?4bKF*j7T#J@=7A} zXs|kr2pgm%$$n!z2Bf=(P z|9BDpwcy1dNxGl}R=Su>p$j%grlo4OI*xPm;`Lk~xuT!l*vNb3dW=fi=98KsS%qen zlf>r|`Tfg5{zBx2Cdkc1_PrV803yG>1?2ZcKKu%hj}v+JtspNX(s(8PNo4tLAWtKb ze-%iH$U&1JhY`7j$Rv?VZwI-O$oa1ZSx;pD*MQ6>^6)=_JVNA(H-cP4giVqkqJRC3 zNKz|N0;^W4r)edQX~2$Pn^uXYldV9qh*mh_O_1mqBER}qkVlBT;0}L_SaC%S5hv8_2ap2Hp;`jL7eZ{E5h2?*REIk!#-xGD762cY$Px{Nvpq)87N~ zOCrA`^1kf$Sji z*-wM~Cz0OIfeaAIegVWIGW11|Q6iV$19CNyo4*Wl8<8)61>}Ar_uUKf4Iscki|sSJq)s* z$W6Zic?FRV{SM?~M27wVGD>9WpFo~M%j59I4aZaD?yRYch4!nX(TuRjqvUMrQvx%%-267>hEvJEOC35K*Ae)KY z{#20H5n-Dyf1o{>xo3kUX^0Y7X(-L3AX@K?&i&f!Dw;!TjpP$r8zU)eLu`=kc#|i6rTW5?JY|kXlFloY4r>9^_hN zDWs-|f1#;sNQz-1{~$8m19>x%w-Y&U1mt`o#}+^q68RaChlzZs1oAN=FD`@ZAhKc% zmW_WEI{`CqXNm`}^R$5Ne z7X=bKE74Ce78y+@^-YopeZPm~xsym~JIFYZ&lC9)k=ITj;Q=_Eo$zrimBrzQk3&Os zTr79L1F&av$vSqc|H|c& zcTW=Gow(F6F-j1>O38_DA^8o&eUr%eD?zprIsG<} zvxxjJk$({R&Z|HkBC>W8}4p^WFh+7?IWQ0(l0Jz26P8A0zL< zzh)81y%%JJ$iwdkd4$L>?gIG@k=lnqwh{UN_RcmoiXx2T_=aiE11zmYF3Pr2Dd=4( zC7OU~30RXtEwQnd7>McBvvyj0>3P>^B(V|w(BzB~YoZ{=Z;B**Fu{N!Btm*ogAr>G z(O{%R5+haoM1h+4e`a@YU#@fPbixO9zWmef?atjkzj?X2{Xa8v4?;pD2M$3#BUyJC z(oFL95y&nQ<8w$2$=;)o{Uo_D$Z?Xo9Aq^~{}+%!lFqLo+erA6=fm{ZX_8{KgiZ)l zOSUT15^@=dz8~|~>>5I!*{UIz=#x*AJaYolN3!Kx$TpJbNysXat=~i5xm@t5)ER;s zts&UsT*!Mo0uRWl#W=(BpZK(Nm%)eU3%J5FJkwnlU}I0v(SqTbeS)j)k=bxY=Hm#T zYh+%Bi!m}&8LX9L{1oIA$(+-We^-o4ugJ#uR$SqUG2L}xjIaD46XQXg?TYcQ^lzL| z8SF2Tp&ubHk+hzHJVw%Z7P5h4>>T7PlHKPaACRPfgS<$>T_r6S@E0ZR7H#EpLcy)f z^xa71$4*}wuwYE^on^Otx(}=6ze;yALXw??>?EOmCi!-sj26%3YZ!Ac4fnNj8*9<~ zfACVk`@hZ!xgH~KCL4BJ&bVJH+|4&Eg!2v^lzD_~h4y)-G0T0#JP*!2Sk#`2C;Rg* zHhyZk?_mDy5>JUG_Pg?n$~@)s`3hN5EBs|yuguAo!t~gk%#bs2G#lzhDk`jG^pgl? z1{USdq|a4bya!5j z48S6ZH^%z4a7sSki!u#vlrxe;i4@IC40y!3&yr`c#7ZBBvz433k@(z&jF}Xk4|b)H zT$^|yZNw9lnwc{54_)rN)xe!Ok?HUIglg4pW3CC>?j!l(_zw--V+aisF{UVLy zj1rD{LL5^XM}%FK#xbRYW1$d7&0^g;*d148C+`b!g?sXT&9AziZ&npT9N%ah5mqma zBc_C7k%MF9U7oQce79~LtW_FEixQ5-LL4I+M}+lA<9J#L#}Xlq^b*}V*elXFURJ_U zCB$)2BTP8!DvB^*&9j`h_V2m3=B z$L~rw>V!CsXdDq%GA%m|oQo@FKMhDj*paZ-02MEJ{;R)x^=LeG>&6RI3hwEQyNEvot4J%vl0%MC)d|H z&eiGG!KS5gTvozSEo>c6t<*SJ<=?Wi@^V};`&s!iA&!mp8V6e?jiXKp$8sT#oW>Dh zk4od%sDuMcFj|Wsvs@#ZnKLWj(L}ATxJS3?VXV}NU8G>vHn7nbPee7h(x$A`E+dY0 zar^MfKw_V9dKd2%DqYD9W<%$T zrR9?!gs(eyeMtJQKMi`-I@WF&9 z2pL1Pq(1hdNm~gv{n7e0Ms-8AQEMjL^cxM!?cF^ZC5o6Bey?F-c#o$TCx{oNgE$#9 zh~9oHU;Ah?6}$FTxPoZ!yx?r+gMBd)*|PkK@9re0Y$$)2ugo3l#llTkpAbul_t5(6 SrL++bLW}`>w9U+yi~R!xP+rOa diff --git a/docs/doctrees/idtxl_data_class.doctree b/docs/doctrees/idtxl_data_class.doctree index 495c3bac704552965fbcbc87504951bff11d4779..99ab30a5176120306dacca100e6149178554007a 100644 GIT binary patch literal 170574 zcmeIb37i~9bw4ia*66fl3)?Hp?Q?hS-PJA2vg89_7}=6+%SPCk&1klFXIir}Y6y zQ}<8xzi{gLQ+@8Ddj3$OI#Dm!Q|>IZC=^TOk-A-(x?{>+M$Mb0a$`vLU(m1%%~G}E zbuZ2<&Mz*wW2&#X$eq_LHOqG3CwJN2qHSH3Z|1El%lSrQidv%K+`aZ;f}rL1mre=N2$$(yP%mLqo1aV%Zok5CB@anImI*F&1-LI z*!9NRS{|bmO8K>QyH;(iz3!^Lhs$dLTw`r%qbaRy-517S94v&cT1@;lEz|*H3T*^?FG_J5ju_IOxN&tGEUjPd3Oe*&I$&*A@C-L<`GUR8 z@|sw^mtG2tg#fK`=ZPLuz7)&{+Sf7*JhVOJ_+(PcTYGp zl@Ai12)>&}p4e||ErX5RMTf`B+XOyPnp)k4d>pi=sPEP2dxaF7Ymx*<$jn+|#!zi? z8;KEkUKz8hqn7w-Nc=<`gCsH2moVv}&?KWuiHq~x#ep7*3feQB9tYy-(dRCP=nMiS zF^0R8h7_C;-|Zk3ilfCbLb>FlTr4VB7YSIyfX-!n$P%n_`HK$P^OHbZNT4xX3+eUo zAU!V%q>}_luq>cn)2>6zeM<-;ZYF{oD~6{RESlcigX~%4z1eFm=t^2T+(II1te7}g ze9=ktU_6Q36DqCJ{07kCwZdqeC=W->lYyP@b?ujfzkDknc?zvf4W2LvqMP z?)*|k*y(_<&L!KUhT<>!Xdg}(4RjmLPn4U(2lM3#TOZk7*_f!+s`ch@V?1AP-Z@dF z3E@5x(MK7ec#T%Fd_Nlg4u~ZuNQlMqkdc%ud?U}GXt2m@ppXhY(J}jSJZ8mrx0oSf z+!p}LA9_P2u;^O}uYS1Y)x;or^!8!#O>9fJlz00eq&+rCC@Z!(Vhf`jUq+;ffr+ z6UHp^+=LdM%%z_^48#{5gDa9Th~~r&15WHt9w3?%a)1CQ+88b8j^tsCIKiW*=0y93 zuY|fwr$o-s&`=H!;H?cEEZK(&h!LjTbzEUV^^FuqQbrHPiX1+dVH>cc{!{gPF ziLxy{W8vk%1xJe#gyC*?K0d+YnQ~WzJ!kTvoJpdk2QfQ;I+F15F^x^RIr0dq`yB)( zQ<`t$&SwbF#P^K=0y~+-`R>BeiE>%Yy~Vp}hPbSF29ajx2^e@gnFeV3ESEj5LbcKi zhE2h^XA#Z#WA%Kk7@SMj-i*oBwrKXYMyqwJRKfqpg}-c#Ok&tlp<&sLW{IB-DGf31 z=P8r(7C|)UP04Z?2s4P%Z=}{|xZQJ9iGI%OBn%V#od@wz%`y8URYa0z{(#-E z^49u6t68-+4q^tiD-DE}`LdO-*YlGWLM-yCD@}5V>o&zCf_e?|kL&r$NOe4SFkdg_ z_e07+UJ7OS6^(6HtzIqI6!;;4$&c5lMPK!xUAI7QyMMq!cN(BvD)2jpa@UPo6`T6x z>yrqJ2u2KF%-7HrZ#!5Tv8hV{48T2FYFbUixXjv|eYgfOM7#ZymWT}ptV6|8p=gx| z)hHwnm6}B>e;8u~(arTq_<>b*G<luyJ~SoxjggOU-1B-!$T#kJ!!*i>Z|VMs%uA2+ zhtkRv&)^wC5A1`1s&DC>hp5w9KO_xpU*CoSiyjSFoBIVI z8-&ql3=Q~zuUCkVv?Q;Bq&P>sNEsr$P?-B65BL!cj*U7P8yO6SVPh){8{%N-^+3?a z_l7;k+KpN0P`#wc1`BB)MjAroeS{ao6yym`Fd%|%n+aZ@CL4wtc9Z!>lpn6xhX!D= zdpTuSTs0#-N^@qU2U?d}dOTwX&%ej{6f7Nb?OICIT_7!%o`;dS6z3CcBb7I(>@+ML za>%2?QdKL%p){PoqHuDk(J<6zJYW@FdlwQs+j2Jr-7+j2z;%J|J!0kIcByp%tCv)x zcgWgXgf~`z7gMd2C$0TxY&WfgrF@S3qFzst`g<+p2#eK`p_~k9v2X#mNE?5i7+=j2 z@|#CB=R1u4w~VHUC#dxqYMNRD!v71NAQoBV=6retsKE5n{A~BR(@PSC@o1`H;2RL_ z;T*J~J~ zHJ&{#25`QPKVIqG}Ym?HOzP(zbwUm7MjvP(s>(_2r8yhfS z$&P0RFYjn=lkU0|dXIMp&&;)g{*WM58HQQp_LZ*aYF2ZI$iH7zI8JF`l4?2OnIQCL%D3 zIxuXl!NcXnTbhTe5s@NcNAcPyIVues6D)!s4?fF_`@}2yWcrxbyZUopeh?(wU#*tI z1T2kOybvaaKyIVqFOiK{@Q2h$miK0A-=CvQ7v5Q_G{dhX<0I`3Vo1PUI*g`hXpd2Z zTD33=xhpmnR7)Tm+#}?>5%-GNO<*CYC?FF47TmRF2~n<9pQwoVI1fRZMEE;o?FL8d zhp?W9fn?N7@+F{yAtd7mHb|l8QgFRVk563&TB7X)f#J6G>C7B#FRLc0q3)T z^92HDvg{%&RT?eX+JelgXbYiO5%;sl8v*2{MnG<-)(n}nXwggwrghx&(vujgekogf zSU5K_OuLN`(T)Du!0CGQ4?8enOD>H*GseW|6FYmw0Ge#>8-nmAo9T=uI0TG)KB7I(${MmPIcG|!zt-%=`u*f|XA1Hf_FO=>w^@TcAHiCi1 z7Q-P_$>s-n3Wqmh*AM>R?@w&bt4R2I9M?#2b!&Sr`rn8CDXlH5oQbt1MUAkw?%pJK zu2WYo$~6eAD=UNK4eirX7^H`c2&o&Se&G3TK}bh4NXtX6sxn6{&vj$;K_gJ4F{1HP z8zXmXCMv@_===p9uFl^P$jDe2p{tAV1?c~`=$}%AnMo!hOstI(;fJCFhm1i(rhvgD zSZKT4{~aTy=;}am!V`iix;iY=qb#Kj;m4kU2)+D?5g<|-X!P{TaQ|`0HAS4`5;l)R z&cZoDh3C_s)KR6b!UK?&Iq08Kg;}snRG7q(RXDlVSKx%8>A6C3Qze}^7*2kxo^&Eu z9;b1{#sxhFnZWZaR3bDo{UnkKSk3Vk*$1Lhq<(r-B}a3WVL#C#k{#kr2wV3fm4U>J z_bXZkSA01$5^5Z5fc9$TKI*;dH@U*xlEx8l##Gc4o0#+EGN*_{{^qX1MiVYvzCMDq zh?c|2$;Go_G{6eYHqOoQyLed*X*T*rX3B(Nq($*Yabk3|%rC?09B(Sf$;`1H$}A3W zLg}LR%-4aftOHw&bU?S5J0KPtgbs9+S-GY)vx0?tV=)nU_UUwJn_StI0qylb`NU@0 zB}e^X2gN5w$T^9UqD5YBB|w2E9)X1H%$o}$rFMaJ*|`Y7pMd_z;hV_LN~0mA?9e#r zW#_bHazT6&T6hF<&Zj})S{nhZOVC#IKMVa+N)VINM1qJ3Q4;iYFJmOv9&^SHYqV&o zBYeJSc~3mb3DJ7G5!rOnx)@kpD#)gb)?7+Wsge1MKIk5!L8WlfNa=-ZeP@J(&~?z$ z!_FxXkUdV`2ti#Kx1s-Y(LbdyG6PJ6k=Pa`j60)4ANe$U*t1l7zmkv8Q;(EFI`1~3 zqb{8k_dHL~QJ2nnV(+pVUVhVueWlT`Qa)*{^zyl}1F|ZZJL>CU=)8>p?Qz~>grqK` z+tL3)^iL_H%mxz~CFZe=Cijwgm8;TE{~QV@zg5qx5G;>-d6ndz5*~lMo7{3lXLpCx zVj@JF4!;^4{q{~%;GD+J?i?rkRf4?=9Y^oq|%QT5%jYfQ0jF!iUb3>jK^9xDa*cmH40b z7Uwm1qMf61?kAnN+nJ&t0%9T$Qpo|tS)hNGw1W@&09q?tSr7DWiznS=qhbM$^3ZlJ zVX4*05I5>4->UTxS$dq)5~&m3>mjY$R|PEusHdwa@rhKU~<*dWN?gH$gZ%)?iDQ7)>T}WrO1K$@^s$53mULx`~AqDcJ)fo;W z(LF;W>n$YMhTj#o!8<}wu8z?*_QLRZzSiKq=w67kgE#f-fioT=$y~KZM^RA&$Gp&y zifh=79fI+Fx8HvIx}nVj*193 z3vrOY2M*DDzbnqfM#TF)T1IX)j6N~^Ty#o%cDt55K=g@WIY8jVFp0fFX0G_6%hL;z zhxw#7Z6%+mcX)K&oCgh_ng~$dz`2b{;a4~~u|+jo*b~lg$z2cO$2x+qOGYr7QTH=+ zX=)xgzn45fG^6AIKBH!@_t-=qbsXNGJcJRGc;pV5v^kZrgss$UWD6rtj(Uxf(&!&` zf;^T?kZ7iU(txRtCl3(KR5^gpRQ4YN(?}#`5c0QgsN?_LWbljxf}!qEAeL&gUkjtL zMM+MMio1a)I!Y(Zhd&eRRYn&kaeisQ(&fnmM6*;5;IniNCV7R6_^e}bM)Dv=jN!3O z7}LHjYA`sy8{j;f{q6FtEut$XljQdV16>ybQr^xW2Pmd2SzE+-C#c`HKp^h3(gLJ+eZsY_`Ka312 z90$n>6-Uo;z=7(hd0|9`H+aJ4+(d%bC{_z-s- zmY44(OsMt)6+Fb&3?&>Egu@!0sEA62RGMM5?{Gg(^lq{)unyzDzV+6ib-3TdHv5Zw zoU4rUcm|y3LGl7Pw;qnsmOJ;|i%my-=*;u4qfaHZuE(fj;3Hz!v7JXD3%Q*qTt6dn zb5Ho#lRrRku`n0qjsQZmjyoF{=mB1G(5QFdL+D;T5V3)$Pi&D#$mp$EdV7;1AEKzn z)j(PFZQMCQ$4XlUK8#1uk4CLp8G*f_!(8S380vMP430R`O-Iti8}N9?dOH4yQ*bDo zSk}Sd>LLmkA+-pKo8?K-cZ6!yjic5jAD8pC`je{Sq$`f=QQ)n3GsM`+?eOZDJ1VO9 zu29$$qEm3vRRHBj%hi0#nKd#9v||b<#c)2`kKtj1)#L1xO=tG8EFkRCFqSWOKQnCz0R<|rV}F&@p`+; zRn!~`OWv4)A`3y02bdz-s&II}tcvkMyK6mjCXyoWF#<#`m(b|Qnh}Sh*`iHY+cVP{ zZhp3xcsM(c66ih7hm6pcsYWT0i_rhi1?r(hb;xCqhtZf-x(^l%?a6VIixzSKV(|S; z+u#XgcZ(k9w@w5;p@TL$N>syvzmgSwgpkmF*@$Sm8s~u17Z|7PLi;TvK%~&p=;?(v zZug5MRNT+Lp#6-7>v4W+1gb7*i_!nb=-)1%Ed`CqYa(dGl>5a1y4O)gJQ0{Jz1(j6 z#2#p!a#HVfLeDmtcRG=qPU7l}R=Np1N<*V_Ia2(hfAoY;SoV__Kmg;j0wH6iYwL*+ zj1}k)>#k`liG74$r=t3}pLM{_HUdm)FF})9d-q+c3-F9cHimK?h$Lzc%}}z{LpP+P zC;iT565<|bqmcsWbHY;eUx)rF=LA+_lR1G@KVnXBpPLwDmEY*sTbMQp(J={-6UhYy^xna0EeW1Lt1R9fHHL?!ucq?43Fx z(c{#N2%rl%abq0)QwlgU&P2dz02c7%UUECotJ6DR9Hu6}RrmA>mgl7yK*FLDN2(H6 z@=$V{gUZlCxV)UT-m#CjIn0;GOSDZ6&SoTdoj(LaoGtX}z4YlK@6%R%irCN~_aAg; z*Hrt>4BPb03{+q-+;@fl-@`E&sKnc@^CiT3h% z?TSa&H8hwn2yO-V9Ft=Dw*o9%2*Vy9Ohm65=g=uFqgE#m5X~q#fX}GJtpFD!4`IY4 z9@&IR?c34kbN3f|-Cl$gKRhPLyIh7ig74NwC za1+N$_E!&EeK(*Mf4c9I)ryt>tonx zkHg=Sv^atryD$_=vp*g65A)@`b$;$<6eDaDQGy=@%Ga%1k0l>kpi$7F=zjxy8bv|9 zQ7XijpP;&;V_5KM(AT~zZtBl@i%49z7k3WWvhsSv+8`jIWt!1yxm-O&MSlA#)yg1U zh?B4P^SU*jHdLkQeb4TI#I38WGenLivaf&@R={!x3g{f5PQ3UWqbct2I&1J!YyE&V zf&ASDjp;e@6DnQPPaF9g3Qk8f+(_?$Skq7IbDQX!Z0PNRnf7sfiXCB!-Ial2wC)i{ zvBfvpqc*l0U<0sH23LFLL-GoS#pj6b=45r7qU!LMtz%gg>}Ofd#}IZ=~xODHZ6yh zW7J`#8xQG95Zq`{Y81&V!m3taR?F(5kZN5RBeE!>ofT5cl zvi4kG6{gX;7)93mw^{c3br)~ivSBD!Y&L6+ZEJCBVQC2VaqW8KPBvb&eyxK$AW<}Q z2us=a&^m4{9CvLBaGwGQ_aUe8zTY^$`YUa}iNHf0-yTwDC?)N6W1A2tckK=si!c~! z*2%LqA|`)t2(tJ^Td|>TqF$PE{uq5|UG^dB%gBWf+XO>0YAUl>a(1CC>YM2$p^EF_ zUJvpBuctpEypq!s?JIl}9(pGL-Y4B2vQJkG!9aP=&w#a47%1TY?V+73*q<^|s`Fho zg(?aNlU+tN95`-=V5#t>*2FF`cuEsgYZ=usCvfEqU3Vn6s)!vTL)OzvD5!kpBx(dy ztgV~2Ft+-*nNYAuEcB>(*VgcF*wT<0dbepY7I8v5N@w9%r)= z+PW9egZ>-PznvE#H}Ei1;!OeB5V?LNC7M{dTnwOX;Bk*hm86@EDAlT(yBQH}!$}*N z%o`0UWs=58FOzXQy`;3o{p?LkPLqb~aq32(>T+}j`d86Er5rIKP2`9y<8m=Taxb|K zxg?LN^1mr&QwfWj{EXH_RdyL-;HBAh7~8Lj{t<}4YodQlpTwG|_;h@% ziQcQH_mOKzxg+A08_WG)iNN9QW zNp*1hs~!anR%^eEPH7hbzn45f^dg`fz+VJxyIT9d$-@{e1oG&*?Fa_>!PVL?Fe#>g zwRS}=Nlju7gf2m+w2WGlJU}#~D}Gyr4_g1Enqp{=R+M;_YF{2tE^IDbc?hMPf>B`%Z% zk{d6k)9Dkm{aXnYXscy4j*|o1k2CGQ(gE$9FH?xA^dom~D;)|MX{X^YHhNo_d^mg;-xAD#GYRi4nbn8)eK<#~$}V~ddO)hR;v zP@jPQpoo^`>*(b2N+UpI?vF-C(uX({%@)maXG;MC*dk?lA&H3N4MEUTEVo(y0^H z1sV=@u#G^~1&y|fJs15`3L2BwM9_#S5rVd_q#yj8o|DTNX7l6k^s+XC2M*;`YD1w) zo-K7pqSi2@PbN#*i~iAb??sCDZX>bNRh9MyK2M09uBvh8k^?Fcb*fnh?3G4?Hxhk)Dxe}352Am{seskj zWGWz~kC+OM^8?F&VMJ2h%u!(RK|xa8%(b3NmIki%2am1;7-`xFg4Cw18^??# zGF?5e{53+N$N8!e0dxT;ZhQs(QwlgU&P2dz02c7%UUEVF|AhaYyc11sIN|6t`K@ws zJ`mG>JH-GJ7L_bATAWuoN(h&itJPs_zc{~YiCUb08hsLr^WxL-u{gg&=7^iPRnxzY zu}_w396p#YPuK%iY2>gt(SV9{d_m=oYx3oW-Fjwu1un+a-lP`PTYu0Me-Om!bUnS_ z>+3$NYwPJ@G(yYi=cl6(JEnmn%S*L>OdY>=dDO3~+|W~o0?UV=X&;5rqf0Xf_=;X&6nZFzTA9|<>os^ zaw7v~DK}I!?FsacT=Kz5#d&mS*AARgL{v<-ye)F)H^=IzPT%rVAAVad0h^Fp#9osaFq0{xFYDe7E+|_mAXgQei`*v?ch+*Oc2?nx0L6QlAZy$qcC}R1x-8 z^iK*?2>HD{)QzI4a|{0Hf~#Y&K-xwHzW3dSz0NPJ(Vq;kj|+g39U?>6r8W0pSKocu z?_=0so)Pw!bRTv(|9G&g?>_8rW7yx45%veW54)T(J=oQEANGeC_77x){ZG3OyPV@a z*wuF*_Rlcvk7b1YQ(cFB4txLw_ndFs^KSpBvGXm4`H74$|Enp?@qsIuqTLMD_2RA0 z9{kZwQD0m0v?S;^DctpkKI7&s6I1pa`qQDIS^^_G3;k0X*Z~nfc=>a`!h1ae)X|{J1us6C6 zdxDYu9ftXp8DV~fDa-~&Ho56D*&cID6W`RGOX1Vh&IM${f5|c4FGL)a?7jVroBkw4 zQ@P5;kzYI{1b|%S3dD>5DhAMwRf~MW%_<8u-T4GRci?9h{49c>V|c3P6Lf~C*>73s zu|Eku#tQanBL&m*2~@WEZ-s(Il{EM{Bu95aoL{v(>T^1b_JetYuQLoCz9|?F&%6og zp1|H^HzvQ5jZVS5fqc`>2!FK`A2yf~kQ*g}k9_gpuw3}B>*!C1{wvj-8ASh-{_6#z zX3)b|pU4P% zz5B4MWQ>AcefMF16~pdkg#Etm!>*D73U>9~hyC{$_IGB4{cT-`J;8td3x@fTj4(fJ z3Uji5CzAxd;;qx4B=~10!s8i;uo6c0%jt>mMaHZPNrE3U?EjS!_Ww8*u;*5Y$!#J1 z>2Pu*y3a%Zl#^Tc=zbQ%er874S04-5w=(QoGQz&`SiruUVZR|G?9c2v>G7S*o3ZQfR(CS7*U=YmB6XskTbial))%4ypaQDsoH6?GJOO&>dnsCu+)W{G{G z=d3CxVrp^ryZ;iaG^$?2J5a41 zJ7^E;fQ3Cd;svTOB<-`wtCxr!G`P$i1*q*2xyuICX7{5wHbV}W>l5B48%yrH0V=`G zGUEOLG(_>*2A7WQ)AtRuDG&Kh)`+(oX@nltuK`2fEHol2s&BX1#O;q|b(qZ}M-f8r z)VSU%p%LG}_ZJ^!B77(V5uOGjd?1zx+Rm;Ok$9n6bL$U2h>tOdpEd$fU!y)1AbvuC zm}~^3W-~S>noTtLQ>H;stKAPot7lf#%%qm>RWeH2LVKHK1QL4cF-@Ei`K}Sibj_kV znBQcAYUjS^3HzobTz=Ds{i)Hg@@NW;h0_C+&5hjhqwh|5>u&-Bp;pH|oF3<#MJEbB zd;$IG&=055rgPE1ogXf>oW;vT%SkAswEPO*D5|C~Op4u@zSLHDo*0$Lho1Tb>}3L; zXGB0<>1aATOAs(>I@2uq26H482Ay>E(cH>tZZSerpA87jjRMV7vjJ1YL{4Y`mXqXO z^2pPl2s@Vw7Irq0->NT65iBu2r~3omXx-RGb*a^HX5oQpo2d_#nnhd>FmB^^B--GN z8;ypf3)rwOz=b74LAR{mIxJq{m%3K2YU?20u4%aemAphdUns)Q^UgT&HA|u4HQzD{ z1gmBEs7Y<1B7l-j|A8-YMV7cxBZ<=$>pU=FzmT{n#cJy(J|{@I0BNw-+?X|~=(0F4 zpdyX-%%{#hOq~~Gpw8K#&Rwz8(ag@CX~7;dW%pm~ljt=}qTewhk#4exM6MuFDl@^< zG%*u2z#-;==D;2dNP<`$lE)m36;^qjohz#*fYSfep7|926Q=kd8Bx4dW&eN)(yj)* z6EJ^AgDw!)qdBBc){ik+KVn2yU69EVJ}StXN|2cYCW1@@uplS*l5=k}JuGa%li#Y( zy#$Lt_a^t0@O(_Bhh!`w&eA1!ly^3((`V@D9m3N)wm$;>a}a~;lmCJ~i6hYB)6qBr z?e6a4k>G}Hk4y>T6)({@R`eAwR}b9f-f2Q=-`9FddLf;X=6BKI4jh#A9(YV9uEY<20V@T&i&*{ye7-QWwv2ZUJ&g z))p^=?l7X_cw$cSCGtF{o)0*OlbIsZiVH}^eOe?obdHmV@HA5Y$#cM()Q&O0P<(IOYz??%g8(zh#7C$=+h^^i+tXA~`9XFORjwKE^WkZflj zp-;ljh);2LhQaNgonetlax{8{99Fb~D|+dc9lLN1YpVmYOz)%Sknm%VjlyhvR`MX4 zhskE+F|V(COP8!?7==)QmXow45)4%j0u1R0fuM84eiAb|P@f{CW=3q!-qig9u zflg`fy!c7-0MS)K6yf)pXD1$M-$w&Y9ta^-xTs4|U4e`SQS#an(K zur6Bu3&0U&`59ed`9CG)A=2{q=`Q8wT@&NDMwJY`mh-~x&~-2QO7}$vk`I2dkPdr$ za^-9#nd))2B#Tyn+5U7eeTG92aiatYL~Ko*>U%1#K`{s3Q=!=ywM)Xfy(;U6+#!?R z^73J;Rz-~tQ5ys`K?)OPQQ3o7;b%{SOcA~N>>-p5IaIVO)l)*0beS?1ThUFa^6%;=~)e{^Xmzy+74cduuury+i3{VI04j(n_-S8v~O))ZJ zX}GGP{ReHfSL|X5y52~FWDf2s>a=DjmF#^6K7!Q|IkS6^4A)luSBO>r0N>Pf*!qKK!h|bSHv&fP1t19E zkdhEaOI~nEV&7tj*^CsSs!_mFprY;!S;lG8o<|l>E}fT>c=b3hHWE!4X-UI45B={E z;u-IK(S$5_II5qSnC}aHW-~-sj+2MDHLUMJM(H2H@ zNHQ#Pb_nIt&P|#gq)vGitkO01tcLSu0t6RUNO+Xn8P8Jkw%MJZZZm-i1i>l(k&830 z_i5HHd2-=#nmVKOmQ3oXvrK$2D&JJuvIEwI*7{2*S=KC0G&s|y=TQAD8#Qfk9**T8 zG1um0#ai+&9puN}&vNrVBe{|Ju|J?rYj)D*Y=4B0(OHUiEI#G9$&W=cH4{U-&dd%H zVV}y#*}q}Vb|(?`Wg}o@B8(t_*GbYAEn>k$nEO9RB@1>u$_h4yJvEW{XTg6bQR#8M zYb0hesU@u$CAGdKL@jyll!+u(k9aRDkkks8%a5lRKqittnxd(Mg^jQ&EDxm^K*FMC zZslDh4eT=--Ufy2s+=sO~CijQ-J+dl55k17+g#0m(7r7O$^+dzWIyXmmmmKI^4N0^Lw5-S9`f2RIpuu}#a-wF%;Gq(BYiPtE{5)KObWnG{ z%uuzvRQ1*Dy{u*rb)aU>A5bU0P9~rYts!=wz5{9II+-WIbuxd+a`RCmxlx%KmYZcT z?~meRbQpc~%D;YrVdz5n*O@n^EB~5}PQmi8@=Zs*{A=$j;hmgEe@s_BrP-t#ozF)9 zBp06Ib$QRqnWAa?@~`bns9wsjZ_fz(#odQpl^vBE)fcGm{&aN&rzD!QxhKHXo;u)i=P>@Vm(?5f{&lr@>-3j@{TvhFA2JYuuB>}3JrO>|n02B2>vtLUZ)b%4 ziDLo#uNn4VW`zA0#{%|MPZJaK$@HhgiJ4^PMD$NNF?Ua91{wAXGs50?EMUKiVSjo? z*e~lk>o7_~Ee`O~)zG+nX*UyTeCpnuY?}+*P6iwxt4~KK{ zkObGC@Kz)bC@uArYCS0Y z*mu2N&l>iCk%sA6f>jWZ-xV4bb>8XdWeFZ)7`l)pn0ZsWEI~Fp1+xV5O-DUT@GBPo z|7RrrY6Ae<$CDubKNq5xY^!CK;HNC5Z5`P5(dsFu3P)-s{prw=BG^};e@aIxE$r~}Kk)r_#0yAFGT1A8yS{IZNNzt|M!WCu@X34Y9`sFPc`^h;wU&-8~raNtOizTjiKb~%vF&b>{V2o!;f%09ax7r~62tz*jIe+1Sit^6hW+~)VgK&2 zfPL<1Vq%_6e>$9)N#1{bEMV_p*iXv{`zrKL=~SfD)dVBEfni>k5#~Wtm<^0Rtj> z^n*leTj>*(l$l`2cqxREsJ5%Fpeqa>s$Dk5&T z{leX@?Q&FgUvlZF6m_N}YB%I6H}uq-uf^`rmu5i!G@$=NMqfJykm44M`;CT`8~$l5 z+VIaws)(8^!R=q}`37{v7WuTzJ@Ps4CUAP3cNw9g$CPv@#M{xooe7od%EUHNS7Ol% z!~nXgu8r5R)cTcrf9l7LDAcNAA7KPE8C#}X1}^~?dhBsa2>WM^0FhEhqoy1zRS?|#XdU)TYpID$TyKVoMWKr+(%cylnbGy{c92n) z|G*cJm8S~C(C&zXs$2KE!=r)ANagiWLa;8(xN=!Kuy`=%pW_oK5 zcqlh-Sks zG(`x8%BYWz*n1hVhl~)@gE+XvqS?gpnnvsK z$K`Uq9hNUrO4Rb)lR4q(|9hgqB_DeHw%6CawabSdJtRWs9naS?0seW%5P8_T1kMhI zLVGdQ`3DH2er=NuIH4!evy3h}{YwxmDc%SkfBd;<8$clxMf%W(euzK*cv>egpMp*u z!@QJ)(i2)1Ngwd2UqN=gk1nq3J3(R47zN$Z#GT;u<=^=kslqg#;5<3XR>U9P^dalw z;mv0e8Rg+k##fvwd_r1*G>11YYkzoCYQEJ+E**Caf*zI1FGAp;$>9fb%D?#~wvSX}8{$Xi26qqvrdMG^O!4q1EAW5gcKLmsVh zyIHKVeCq8jA-ZTU$H=k!Qy8)-0QHBbCs)qzx`CMaSbhK0`q0YOXOq0j31$Zbg4|OBDjM){t?t!c$I1t7t z1SsKMD545I=~$y_=SS4B_cl>#37q+t_jHq9lisL$1CVe#2z#!UZ#M0EMIFh1Qlse0$*WmTUX?*k zR_JolF4?{B)v)5b>!q<$C0`b--j?HC*`ZC^-dB7GHAr}JVeSY-jJ!d321Ax*9kJww zO7HIxOK$D+{vN@Jb^YHX*3i(9b)?&nv0Ww5?85>wv4hImY;CbFvbLstG7XS%4D5Up ztnu!RT&6Qg`bKW}u`f%%$FlTJBUzI9HaYv#((PN(KYAVI=q9!w-Qq-OXQTuPf=Hv{h+8>KZZ z&waI7wps|v68e*R`LPw3Md+WDdm))L#3f`VJzT=ieO%6CT+Ydei`9Kxbo0K^!zKLO z$7MU?vMnPn7j+$%gw1?6Gt4(;gn5@K%<(xe5<9tL`Uk8+)4pT6!9=(-0}*J4PbEDO z4v400cTB?wX!E@%gyHAD5Wa$Oxi=#&FFhV`c{}6s){MBk>3G29gN)0cXT;_GUB@NC zIQ#>{{P!7Q{S2Z3I zGJbMtJmBEIiS1x;lg7S}Qku3@r+Wu+)nlt}{!W@f+=R}XGdS+J*W z45eZxWkZj6(NxltqZC8!$i!1MKV*E1KbtH$LnuRz{-ky_^$6`O%#8EV|5!(8YZ!(u zL}*XGHw7a!iQQ3;(4Nbp_8cQo)1#U-5VdCuHm8cvZe@v>h6rtfacN}4rPh61!jYKV zmbX0o+&2L(H0|F|1m#c*XVs&!k zOc1sy6m%W2(mXjzLD=d&TxctjWy-=QH}cJWgH`lSBNf#{s6I&8xKPokP31>#k?W-l zLl;7*C*PZbA(X`KsE1I0!=mukp6V&@sW(pL;sW>UrHHE z@RH7An9s}z^J-I=lf4KTLOmk5I{hKk6-LPTwan9mlt*&mjvVRW`_B}j4;366lMeCkla*; zQ0#QXH;oFRUX)@+ks;LGDVoXzmCA@qNz05_FF zy^S$Tk)F|f1U2i5?S}zxV#*i7k1{SF&WOt+#{({3VqCtM5tq*$54il0aru5mT)x|N zToR1K+_QvU%%(pX^y1g1FdG<$k$LE3=HizMZ0}jKJ7cjfbQ) z0wV`EE&`*XDL3USBh~TX`M0NTjI{|7)n**OT8}tu0}f)*+Ex1}M=8cy8Nn%K&m({H zZTc0ghnE@Yp&ln~ff!wa{>OT=-^~m|7viKR-27@_XIKB^(c_*dqMgHvxaixO_AtE`QN| zT*C2?!X^CN$K@-G%a=0Z@`bMBlHdycC&T>1j4=PZDa^^Pf{c^y6>pvXIBEIW!XI2p ze>(IBH^VsO&_87oWr1kgK8X^V=RM;Pe(nq5`HaiC8F4x5c)(=`<8nzxT(%w$xa?(I zZpw(u?ylpKU>puG%%zMlkD9`4U>uU0$~cLgj`*fganha?7EQ)UH>7AP<0N)f;~{B{ zlgPo1i<4e6ch;<9clQF7OYw@~;TD6DQlTlTWUH!f*XQ>h&qa08lf_>K)G?9u^eq1&2@;%EOC(B?!==*5gdrGu)w=5T1!^2t>w-Fk7OE1Y0_wr5=u2# z^&lw0AZx{qWkEb*t@?-FJVDj*G%R$;iDbe@>C+3f%oA2hc`x#t@3Xvz=b3jK%`q|Ciy{M69D5Sr(mR5^71IqtVj~UG$|ZQpBQv^exhAg0IIp-3Uxw zpths`)6hSqKrv}e1d13EAyE4so-=EfmRIi-;4h6l3usa zFI@;WEx2Q<&v{eenfoJQwF5D5lC@1~Ycp6{-_EA9vgS5c`ZAiY*q4?Fio5AM_>8SE zW6K#BdpQ_e6pSq{au;*xdFKRb#7^Bmr3zFsm)kS`?Di=Pfvu(t&Pxb-ND*CP_>FsB z4~vNf^KabqhWI>4U^|WI+~d3~0|l-G1zsd5kh~uDAY>d(?-osUiQnFl8z2R0 z2>2PIT#xfu1_EA-{+~1@V0`@H`~+(3{1pGA9Q6aF(;WY!B0gDyBPoWui?L#}89x*a zAdQAC-l`dmeS2rmn$@vu9^;rtc!kOY^vY~$oKtS>lDBopBY@G|@mOcPV^=)Zr}U@8W$f#q$^Xqd_dNVD zb!3htE+#~2kdgKzYmOjqC}8MG07$Xp%y65~{2wsOE6x>Wc^Uobkiyr4!a4LuK+u|% z)-!{*w-U^NT&akql~Z3F7*7#rIf&t{{9rEgi6J7*bBrjVN1A&;i8GlJTBJD#i%V*F z@!6AbG30uqA!VFN<0QqInrH1kqg!NFXmsy|9xa@!2&Eq9=|<$xgVWvUe;N9xOi?nk zlILx`mMF1!b&3Jx^@^+)$pc8oV1an6<`}r22rII3dvm$SDYK*LGIDb2Xqt?jB8Ak1 z4B4r1xG51^9c~cx*?p~bDkLvGPMQ96Xu@tn|02`B)r9rwHtgC6%6CF{NfXUpEeXC` z(P4$cTP&cqTC5iuA+B4jy+Hi=jJS!#`W>SorNyFg(p#)e9n%!CN@tyYOY{x`wa0mz z5t_Osx&{5;jQ%Mt5i=p#Q0SJ3Sa+8gK$p+q2z~BAo7?GfNNz=rOAON+lw1FCtK5FX zh`PGm?gR3VF!CmH`b`lpm~ zW|@hU6Ql1E10?s7^DP_k#zauPLT zdMTU0jJfDM!T1IAr^6ZZHt=N*`loRE4@8j8lyHV*%Wj-j8_`BLPPE{3D$~ZqI9*^g zq%=-6PI}|?tZAaV62NJDzi+g55W+YiWkf99Xx)MSThTwI(PCC6+Z26jCIL7l#Q@T1 zu^uH4pc$?Brb#(Xiqq$&u+=iB$w`y=p;~g9@lBJUx*SmPa$9!%ORs%!#x!BdVW%D3Gs}dwxN+~ z_h5(exQ#0tac!fxfUi`L7myzIcc6+_$QyfGUd{8Cyc>^hEtU5==F6pqcva-)$At=1 zrT6{=Us2!8iu$0DqUwg!hHSh}=ut;oAa4p1G9wWs0R_ULt)Pno!zhAi&wQGEfNApn z3^dsfn*2#DO|(?+HC@CRK~=Y2=ab`anH+y@L=N4S6FL4;kRz4KGUZHEmIin)(>qv} z*c}RRJ=d8UX+k0wCbefirM}6O`i2puT9xVRjL83-(2@w(1m~=__$WC~(b7laCyd08 zjgZjUO%~xt0*O@YW_(T9O#?8ylY7b8;t$fp!iFsQt@><1u*A(4n{LXN8a5`2y*NX1 zHLiWH)3FEIc&kkkxI?;9ZCZSFd!#L2AYY_7>V5b5cHa5I4t%(kBQu{H`t zJK=J62#S6cd5#W8keuwd`Py}yiNLubzQvhNp1x_#$_jSJ030=)y!H~5?}QJIRmNN;$;$`xMtVH z{^X8Siw5I7ak?_+&d=y$YsWr!c5QOXoj-0ji`9`SyLcY9=Jn#g{yV0e&GWE%#sx8) zE%fP?^ywn+(^h=C7hzj*o0u`+#?zo@>=L6ChxAqW;+fB%>MNdw7oUUw0)w~<>`IeP zF;3kvMK2o!*y2TjS*Uo4{<6N}j!2*5qM7qb z{7;i@=QViZ=6so)a_*=1-R(?K`=1g0AOe@cKrx~_PXPLFlDq)Y51^TnJ>Fj&S}DF@ zH_mh(s+XF!MdC_lQsJ-Ihf57QerpkSR&~E)7nDI}T!|7u_#K>w3A6il)G0`Dr*UODSkP9I+E=&xOJ(|{<2j6c-L|7Dq9=<`j znSknXZZtwj`kYdL=Ar*CfmE^?k~wK6zizohv$47zSq?xE zs@?}&1SyVzCm#ERFjkFt*Q)#nn6#Qc%x71QU71y``l=87e4~M-7SL$vwcyWwWBCb% z{8&cdv8$?vO(_EwJ~YG!nvn3NjxPq2Qs;u{@!NSdu?@BOj99MQi3RBY+vuO_Ra>axWQ|_N9k~=f~u?%FL*=Sp>_<6az?Dln(Bz?He5^cF&u?uB ztlP)Op8|{=AAg!YiTGH2IvVk@o9|Y5SuPdqVY!%u{BjN7d7V)PoCzU#A9?3Pjo3Hz zNzbn}7(YF}lQNu1O+4iiR{Y;U{&<%@Ibi>q*Z1gA)DPhoNCGj=enhN4_k(x+`6}1@ zt`p>E9#RG&{Qsa+l6_I}ErswuO4*iTVV}aze-d2N7z>}-MjnywiiwVWAiEeHujvCt zWpvD_i=gju$(=OO@fExn&!Mr<8F3s>E(jpY9#mMXk86W9^OFq(Mok1}{a(=Ag*SOZ z<_rKcu=WD_V;D<2|0IM!P@-4%2PJ|I{J!fD>t2bF6*&QYErS*=*i`Ytg}0LdCp)P$ zltvBIi7MN<1GZhG#uTkK?eSW*PIbwe^@&1rqHbG#o}5p9_Z0!gD}f zIJ7~10aWHf_(?CuhKl9@3RBs5BeECx)jn)toy0zjl5(^d(yZpZuogQp#w}$UxvdI} z`CC7Y9Y8IQw@L#&k`qVk1`lC0`MQwG zfl)>T4vc42^^WZwnB4%G9hg1zNjNa#Q;Y*6RTr+(QA_e~h_L8VQI!S_2;J~1JGS~7 zr|78#VYAsga{-M?+c{gJtsm$ z%f`;e^F90woQ+9zO6zP)h_(TML&ao5U`PGB$_+i$+56f~P_8kRpoTa7t)?p_%%6ND8`NzQJ%NN+gEy}aqCU+ zm1yw-qY3Y?nj;4(RF8??1^7uky!m6Bnizh0oKt{OT)eP?lvekt;LGq=ScbpUfebtU zNS)T~BnKxTY3)`<_PrVb!0vi!4699Lp~p|%%XH{^(v7%4XEQF+xd_*m@`a`Co*bpi zbe8E%QmPYv?90**S(d(UBug^yE@f#cWa&HTAH5Lt^CjW+X6IKekNTVrFTPnuN!Hm* zg-!o8!_eWIPJB|oDR_mBq|;HqLg%u6!KNMb$23PFMJ)$W+lKy0o+|NCUZHc5Xxjdk z4DA9PYrWE%ge!DzWnA`V#O22B;}X6qN3OUn4?p)!z&PV_AR{it?&A`^Do5cGe(vM) z62|348F9J0>$oJ`lJOwJ{DzD$KVS-TeDp&qB(KofB;GpxSLi&-MEFn!A}oP%`1ABc zct2y7;(je{z7H4&{kboMpJ!Y?n-Q14KOS)T9^>+zjJSOBc)(@W1!4mFRYqL?uj{xZ z7>B1Z%%{+w4ku00i<8hl<)q1aVPG7Ro60M6*y)IG8g+%v{}T>fa%e8E(D`|argANw zUDbF<$oR?i?|_5*O?EDWdv^A{hgL=8bue6noK^rf3|L!uJKZJ~dp~u9B?^#&0n-sJ zbfRC5c!88^cf>kM!P5EZn5Qg$+UEX5u$PthCL`t5gR7IFyt{<*MxB#6dcoBw!_bA` z>dE(}U~na|JLhjcPKIoED^efqK2qUmN<}8&=e{lYA|v(rwn!!8@(<}KZJ&Y(ISQVY2tW6Q@M6a0qKvp~>OL;PTriv(50~(BAD2Ch%dU*L?Cd@+ zD$6aMGY^;Wb03#6#>LKv%l@w8l3*NOz%U=l2=k;V%m&6Gxv7k@*!zfY8Wm*~Qdl$@ zW&Ku)rZUQ6pEVwm)+mcSU5c{EI%6q8i?rT?NNW$@AE>TI#Cr0^nfS_IhGGR(i&11Y z`L`otk%~X7Hb*JGTAjo)Wl547`DW!&R?!a`si+=H^+3WtAXN0&#!`RJFmxf7dh)#~ z7)wd)j(RM$bU?U@i|J2?uHvZ>wT0-P(o32rnzr|nv`8w|Le;s9%h?%mIkWq?ghM42 zc7&h%Cg2jr<>HLEZ0SBO;ZRB85`OOEauegSCnGL5bRCxjFR8>Zk7a~;#1!UaFG7Y; zv&CDdKZLrEiSY6aL^vJB;U(#b@IuC{ZK5UQ3#bWpdHA_6gl}V9-jWfQ2fL38dn%q6 zeEXBd~qGUD>7uH%wm9KOXcKammUe>H{K zz&Io~l_3;69q~=0La0v*hb}p5DnqDGq-ZKbD0WrjA!!Yv$ia;Zq23<|p~OB>QL4H; z>E9;C)rt{U&8%AqP2Ge5bE{mPIs&4w?b$5isV!Ky+9+H3ZH`i0wO++lsrjgEP6s`G zt916DaEmSaliDrTBe1g}psUgUSZ@{F#4vOr0(n78LUP>51@N#w>+#*Z@Dl^BUBw3!|Yw_l0o5kT4GO=ud~n zfpD3P{wY&UX>kepJ033K=RPiL7?;%5YN(8FW9QuQFi(1keZ$@ivUoFuV3>T%LnS=9c?NYwP$ z;(UnOmjs(r#TH*+iAdoJX%Uf9otF5?SDXK4Tz-@hmmhW?mvB6!VvF!|AD2aIg1}zqgrEDkyoqsnV@6zF*L7SH zjKljG=J#cU`HxLuHZTs!O=XRU}bTtmjjEtg0+~EFv;eb`GHF1BRC>!Tj zvMW$&J9=CaMbzouK3Uj2ShtPp$7%QM;HA|=T!9W{@kU2+sRRn6_+`;^HL+!pi+754 z1dF_#hlayin-2sn=6J;cpA4w@R^q=|<9?Ju<1U22CC_l)x>$%vC;GS272HjC$ko$*<)=a8uhC&`t!6wM|Z8=gSDXAFNx0NgHHQ>ckBp~)2Fg!^^WHc4>yXX(WZalG`)cTAqdc* zG(IujN?Nui)D`f06rhfMBlc*1qTJk3S-YX%`(=>qj1H6Jhz5{&Hry!PWk*3&siIsK z^NZfaTnrAlew{xe&=cbcK1IFFVir>ICDsTj6fBK``87zkhYx7c?*kiwkQ5ugjR^<} zFHu62;n9kIN*$5Bk$(um2`cUB0a;l~G!R})_ZiI@Se_4IA6M2 zOz32XNk6?#>{%rS(9cvHm@{jZFbbZ{l~bJeo$I@`o8F?PHr7SXKjSlyv@kew9ZMlvL(v1NHFw-sfM)W_3{+Nhfx3D#r_ol!z z_ea9g2HgK73u$a0Tg(WoV>;W|iDgV>7o{(vO~-v{iJ-WfzJt%$S2JT@m4UIF!Pr+Y zW1n|Un6d47z1<*SYvG(gT~BLde;<6C%Tb+F%^)aG+BTAG106l_no6D3HjHhhrSlgA^8(y^y2?Ed6cO_olOrY+p7PNaeS4gbWI%fx zaCsyf+G`D6nFu0$!6(8-5JAj~0V1d=FD}LpkVL$x$N9$$B)J46`CK-VoRh*&YbAqw zcKdFk7exjj6Z?V@bn+7#0m}Rbk)+4@K?cffNB{4dQYJn!aDD<^a(;^cQ9AYkQY@88 z-AU^BrW8Zn1#^g|Y#if8|9ZP^y#AAFgC49>;-}d}2`cqvYO5<~4a2)C~FVJqhD0>Yo{I6LLrb zwsRd5bSMKsuK+W+9cy{G#XMycr;E@gr~c)TQgA=lW^xR@O5>BK*p6GM(FCg zN)#SO|C9+kW=8T{sVD4cfbA&;kn5r>=E(!d$+%a%Rhx|6w}kalxz)K`CA81y(U{prwhUxWVlGFe*DiRu@sEa01^%v-$ zQZ$(XCZb6Lyip90+)K`7Y)O-wCd_5e58Hi}E5Tgm3ubWr+vA-K`v8LwINe>bF$rt7P>j1<@v2l z3lnqlOrs&CIiYdVo0Dt1L}w*nU3;HzcvCX(C0*A z@a7Z)NW;T=kvxEAc;cHT<=H4KJvW8Dm3cN!3B(W8l4px=ngkWCckn`1e195BZb9HB z#N?)}%vdE7fyuojGghX^L`qnAi%s%dTVeT?*t)Bmym#_#g^g{r`?H2Ub@h6FQtUDi zRW<@wJ&W(2brabyHG7E54M(s!uhPJNwub1gemfl4I2PPi+AoD z&n^TD%`U`Y_}QA6y?ZHzEn@dFn|9tH*C-TiZ0C+Us(_e=GN+JHK9i6OP98C5 z5^w=*7tbSv%;`LVhY})gS!Av>5*c02p93mhCPXG`uF*{BAN}T$6Gr(r3~Hab zw=#408ZlS52e*T{HwxyaGV?44COSyc$r5!PbaE#ud2HGykXqgJP*t9&j%r#E%fOH^ywn+(^h=C7fyF^o0u$moY&Ey zXGGob9egXf=?q?RJI^x3qPVa;60muNa=y`sg6p?ExLgk|@hJ>faY-vs?lKsxLGo<| zd4PQJ9BjEc?~W<)3*Q5-e(A+8{dY_es<_>=I7dP~fJ=&JCrugd{6=-6Ua+T%1Jw5f zcUfVgUdQ>XVflQQyF@)Hmn!zuE_b2YVmRfVI8rT4G)v{i&}h9{Y2v5}*mP^YJYhGc z?w^v2cguIVi{xpoY90L-0VNw(l#kc&WibykjCUWv*PQ%1Q7_}$(q^?VOy|w$*T$5% zkJLSBv|4ReFb4#F*?EGyv|$&TuGOV!rHso#&otA1;AV&3tpBp&HF| z=Z)C=C&uu;Wry%&EyPb%AW5Sc*5Zc}%8b)u=iWuAD;lzT?#m(VMmM<9{zGJdZQ zgX+Cn{~^@bT|qcBK&T>3qrhp(U0TNJrHTBQ4T_K8`)s>1<*uyTbXEBh@^q@KkZWyDUG^tPcB++}R~a)Y1`zlHL(ABCL3Ta}jnOr=949 z%f%B=x6&Z?`;Tf3dt#(Ie0ZGXX@z~bR&ChB!Ja}&3eDkzrADbK?TCGFEm}6#PPwO04*>{z3^#2YNrT!=xeM`p@Vs@KK-XpU(L!h#dg2dr zz8Z#%5Q**qyFOI1o1;8fwXn9>94}+AMa}$vXwyiuIJI-3dj@24eArV{50T+UjU?qh zcSU2e(!@EjVri^c#($9Gx#cRUz>>yz9twBo1oXQBf~^$a`RlMq=rW1VC=~O62Lix) z2WksaqW6J`8irT~%hW72!3VYn_d$xPg;He{vY-saNn|n_6Z`dcOKfWutbVJIAgZoWe0% zcOlyoC@^FZkwppG(Hw5(>tiNc9|v4`jJJ(? zU*?kzjfm$9=plc0UQ5%?@8W+AcM(0Nt<%&<{IIK0JPRM`=i-uvyEMo#@usDP68KJ_ z;O+c`6jZfikb_US9S{MB$M;vuo)CzpCx;$-trux;T%<-7oler;4_jMrl5syJ{4V*+ zEH?-9QK(LkahP%!7pmnlv!pTQF1S)YzaJ!c>C{b7fm*%}r2<78g57sa^%WOk=9p|i zW7K1RDw`J-BigrAU{^2*oms6m8YL(@j+R39EXrz;T;fQlC5)3epgEM=D^5z|RA#AZ z<#A@TjtL-NpR}6x;UdL%)oWKuGvl2fLx88i#_ke`P>q`3SQai1V@ka zuc-Qgz_173)E1$qENd?5gf&}DS>tR*55<_Jv5a}evKhwo70FKYIJb7fn42>(=A>B0 zJiL5{F^VyFcEXrSCdQl`%b5I%8OA8axScTOzD$f+;xpzCP5~$UIp)2qW*DOw^ZT7J z=3SW>vn-Y|w?1u#F^VxC?}RZQ&BU0Mv5a}~sWXgGjQLt8jCnj0V@`=>%;0G=j8TmF zStpG7NhZde>NDof9&o~+V|J~cVT@wT%FP{wm@Cl9D8$s_nA2k!^XVDJAQi%K%upwc zxiAxB&WvTu2hNz$7{!?DI$_K;nHY0cEMwNMnPH4#%t$AU$!B8B`LT>yedY{f6l3o0 zgfT}lF{Uq;F|VItj5o);u@lC;E)!!0V;S>eYer*~#(ba?#{6j}#;lEH%&%t{<7v!i zJ7LVPSGjbzEAF&y#?F4JnLkw%gWhCqeV4QamikLh9GGBepidbw6vB5 z1Wv1PoV#M&1G%u+T`C~G&RtS2R_xYw&55j=$vRHGIMH-~Az`$*m~RmD%W^a*3h{Se zB|FXkTApv#)Q^d5?m*q1q&iJ^nUkHOPp!h*!iK`C!l{MDg^liYqlJ2LwBc0i*(rOp z*|6)QwL{f%x#46->vpZ$7%k?VneuquF5B6LJ$m)!duPg{fLeaYg8<_UmXUe`NNw74 zY;&Tp$n7gu^7f36UYwML(||-_GbnWi{yhu-_T%3{LI^ae7a1DO!a0Ru1>|*wO&|sO zTmm-d+PWOTmo@Zdyio*(PP4AD=|W=B0D-ydx@yH9vhv00@oGJ9*LU^T8uk7mt5U5` zXUoNgy=!m1i3$zd&a=9MjHlH9TGoHIQmH!GfQYzD8TJ=^M6#I8(P)k%we8eyM^ zRA3>e_9~7u)QhA>s#KxRUFmBfvDV5I>d#Mxdf}$R&4lMZg=gUw3C9WsM-Yf599Gh~ z^)CORhAo*5TL>HWcs49_71%p=9rB^<3W#tn5zJVkJb~f@>-Fv@?+UMHul8yN3&eZ8 zjSN&-GGPh(p~&!xXfn9RR9acT{t@|K4m#YyH0?NVz-rB|XJH=v5FWEjj)=e1aBqkk zuG&7_ePXy3?$Tm~Sv;SREg@x=u)?b#5%QHNto||@ ztHNtTne|D)@p^BV2)2ARrrUS4bxTa4ZXfcx?PF$ALN0zOsQ)ph`wwf~cc4B-?S}em zbo1R#eDAwNVTCGDX#6S$jd0@sA_4JBeehOddJd;Q^{nW>gk~iPJOANe@a*l$e04fo zthC(44JY4nSE9t8sg;YlqSLyERdBNPDcfneCyY;5^Ubm?oL1%s!EHu^BE+-oE@hqN zTJAdT?b1BTomz6gN(JKdhLYV0&?OkY-g1`|oar)am}3nkBe(+?%{zA~hqC2nl!pZ{ znSa?TEOnPpHp^x1!FlKqX(m(*2 zEnC@oJv(b5f+9D*;*hIdw<*YA^lXsdUC&k^z?p;DdNDfz*#yBUHsM_~#;jVsnzJdy zLqw9Du2GGF>Os41fdls7kcH+n0OXzbIg+`0(yG|hCR?9HoI@~T_(HaZrs(ZpF>g~7 z9~gjpvglY2B3aJt3`7`FFzQXrS}fQbvJMrBxq?+BRKt)wRCEefb_Qek(aj79_<!v+Btn}L(fIZe=!1!@^kOHqdCL;!mjaayAkEGg7&dpK8sd;^KP z#iN`d%O05;vHBaedVhvQJBzxEK@4_{B8qwd&bjS?+hzERLgJZi6#&!+{ zhhcj=4BMh$==VU-$M=Rk!@3^x&Y^lyk_|S|o_bDa(fvH@R#?9vJyLTPqz77;SbDgXgOU0gj9gnpvP>8&Jr)tkozhpx zE-KfruuB1}cq1W2Suu(Y3Eb#%U~bqu&R^Y5@EcxZZgy z3m;3S`>lS`ivAI6Zvn1X4lWBtZ`K4V+m3axn9YzA)bHugV84Y#WuclM$%r@{YZ35) zwDJ4c_;O|tztptw6QgP2F{-^$&Pkg!gr9$U_fATeelUD^nELG}w5I8XkP`Qyc_X6jWf? zT7wUlWxY6usv&_OVF$soCdn&l*qBWb+j#IagdF-TR-9m$WNw6|L5K*ri!-Q-iuM!*pj8W_ zkZ)pRRkR4Q!52cx9bqjC%@`JpiVPy=T){VUiU?w@db7g9-z)@a7SZj9bv-y*KZNx+ z3?zbLk}n1wOdpv$ut5+-TDQ{UKDl-Kn9xdP7r&HU+hnARk7=qh0tGt-?U4p}!Z)O_ zW#4Nn8qhS#y^N6{QjroV5x3_$#(b@ZtvO@;iw5!8o}DT1-3)xmZ|8QL<(`U@MO#|{ zS|4r}B>kg4D~4QY1mNXVn?oh$n{a0M(=_f`$w`Y9#DujK2Dcbtz*AS!yq^wa_A(MD zGVh!lCgz=ZILZdlgmK>pq&40kr!>Z?4RLxSoYDY$CX%gsi5&pC>iHJ$g#P(Tl!P>m zBt$nl{b1m2oPk&1KXQI{j}y!GY6_J)7xG1c@-ib(gu2oAiPdf2I*8VS@aQwQ;LW}> z)6)hHXAOSlkVT#+`-9TI_(Az9Q*WnBB_kMUY&IOik93}nr)cOA`*868gT5K8WhAk> zc|8-#^IEjW_NmC#e4qEs^~}V)l6HoeS9fomr`D~P7B>0&R$GVHR06r9!(Nx(?naj*n z##NStWhz)t2tOx~hd@@v`-+p(S84Vwr0k6|j~v#uID2FTMbV92tEPX)b07X~DWtXiiR+ zd1qKh;|u;7k?7TayN_q}xQF37_e6aKE!B3HJjMX;J~EFTQP z0i6J`nUR}Qpu80*-^fwcT%wh}Y=}p3f0?3q-e`C+8PJ%?Cxh+Xk`Z3ed7ax*{2?;m z6bkSq2cOT`G{R7Kg0_Lcbw=PsMvU{q#E20GuV({j2FyLH-OPlTm@r{m>1(NYuZ)(D zGWQx$M%T9O0Q?U);F{vEPf`5Jq6P7i4d&#(9v7*vfji{uH%(+0~iyVoh zBJ+<%!wHe0F_Mc6rG~}S-9{})P1I*alAjvEs0+?ckmPYjl0<^Tsb?ZMMDsAg84Nlb ziV6WoBTQ^oc&(+x_(~LIRxbe~61%dxu$%|LSD-!e>PdxVgVAt8SZIvo!t(TZGC^Kq zYAC`C89}Ox%=sY9AR|m7k>NBn5gDRDv7!Qbog88qrV}M+#J4#%QREV;|cAEQc1q)R6ZX z4JibY#z`)a+q)pAgtx1<3cGh3VW$h_MIh*djG&2xlGENqD2ZcSDC1j+w8u5cXLKI0 z#`mhHJqVUZy|hPsO978OHy{LoA7dSnOL*c4jlnT!?;rxsKIG^4@Gm4#pcd8I_r!!9{5$?e8%OnVAhO)H&)!Q5roX3h_=Efx6^+*N@K3s_lcE2~ne z@(UC0Cccd^{KP)gjU^5|oyzZx84;UWV-);#Ou@aK_T}mn?e@-%PiJclzGd5sNp|tQ z?|Nv9LS%TW_T(f^HtlR_hOM=qQ>ujY_-WX=Qeorg0=bgr0l>{gF8^rwRT1M%G(F@}%YC1Z9bvXNV0BQ@LD z#=R56`jKK8{!vlmbMe#&=j3M+a`Kz;oriN$bgnqLIXG>ElLWDPf|?5Re~t&vNDes6 zUCO~~ZLVu$FZTP0sZjFNSEA5)A|9P^M*e3)MrM}Ax?SOn6rC$ZF2+FPSlR`V%5zFr907w|IUQc%c-E-D-&FHic_7$Z1)da-kl1iS79XDZdbs60rd7x zK=WG^O0N^m_#Fy9%5z^JnqToDQt3t-pT|amhb$_%MCeXvgW+AC}}8CU=>g9>*aDy4%c)a8mT36vhT7rh(9r_EZ_ICj{W2wYFvd zd_`9l6k>-fos8iJPwCiCu|hj5a&|us#5L=5iyjLfJ+h7^?Ep*H!7dbCoi6BFYEUD7 zGCK;rOZO5Abdv*JQi#nQQcf($i8a}*u-gaeqJ_zUnL(V^-C;e$n!&#VTdiShX3#@3 zeMbt}J5wOr2X*!#`#or^3_?W2uN^MC8~c;^;WE$t4?lg>zU(8^rcD8$a6 z;58Vb`+$PSo74dQMaWE;69ouSJL(LauLYRMLtMQ9KUwZw>ye>AcYtk_M}X_Cg?ihV zLJM&>#uY%BwQbziqywXE1J9rc8qug#D|y%)IzluqT>IcXG^EugsTI}PnN6MwzFwu0%&s;PK4nUtUMJ6?IHZ>0)V`ARkqn^6mf=) zbrys|WfSy`Lmdv0y}?LR9;4ZAqcjUALR0QVdsw_~4w2mwqcBQ{mCOxM{A@c9wPC!Li3mk|&`N@?WeQW~{yMi40Kvy!Zp%P^d2 zQe7~9B?z?~?c+ib5*Kk=ozv7rvWOEQlC`f48|#}0y(Dw=ob9WfaK7$#u1+^kcRNR$ z&d>4?RoW-P0U)LvD4{_II(jn@z0_r>?poF>- zB#G5^-^IG%E{I}dB-4c`;*OvNO13-QhLlv2|12ZP*WHWNP{%8nIwo>2xaOKn0;KOD zlYskz*nq)2SnyFVDp2qxUxlIbl_+vf8j(}CZWJ&~FmmeFZCx-Vl6I~Ag95}c0z_Ce z8a=T^b9eWK(D0Re(38UaE+fo!i6$1@$yks`qB*xrB$@``5*^=4>??W~^Fmx77iXTesq>w3ANR^j7*BiF)q$rIdFI)OF*ihPnzi>q^yW^@= z+D7G{rSk3gD`eM%*yJ!@J0`~T9TRlfVZx0P?K>Ne_g4G8Zls!reNy87?Zo0Pmy2l! z(l@+TZhhYNG59bGY+u;yB|DgEQih3t!wk4ULj8XKQ@t;mi@8E9OM* zH@GCedn3m1QB4@rxh^ejDl1U>K8b3tmo{Gr8YExZ+|L*nJ=x9O(&p1540-g5=JPwj z8or{b2%d69bC$*zE1H~jY?bY+!r&xX(H!v>&TM{ru(+;{?#i~#9hPe?6&shn)DL(I zQKrq*OyvS*(|pqrnw=Oi?-B3@mMr((f=E7`c62{aveipkipdDl(&`^x;o?_;(k;8} zE@ytdPb71$4gBfozi(d+iM-6Ook$c11#vq~P zqDj0mRy{;F2oF@M6?z}S&ejL{8ahfF^8V_5&+CH3?d!V>L=GpiQpq=Wp^~LHQ6s+W z9ibxb_!evUVr%P=)kKzYo5t-7`-JC<-p3)fhORNPK|K%VK-*31t2B`SK`iROG9 zMXL9vAQi2{M3HLcjd;QY+ZwP@T8h7`l_?M&P5}ZQ0Q7-?>v~sC;9(J*>W{qGcm;iF zyUq9?JiBA<#!aYKX6dbpYw*|E*0s1py^_8C_Ue#z`3RX3GD376`{(`HAk8?LD`D`;JS%i0IWEPLyg3wG?>Hj*hgPOULEiU$mfBQS-dTan_~e%{v6 z65fc!eWW8;J-0`;@Y*cO&^M?&1rQ!U3g&~qbA0tJ`F%B@7!YrID~PL=?=ot4$XFOa z8nZ@9UB4TED#o*=$B3HsVypD`XhZ8}-=Ve}N`zS4(IBcSGFZYYQ_A#$JJ?3n-MEdfX2RKY_G-_XyP7^A?7zJxtA+$8ZB}Il;z~e6h~olF3zZ z!!MaN+;{^|=MeNAKWYv(biuV~(q+iF*s_TyU+4iMvB!jM?HIA1S;URUm(AkRfQohg zj`sjk( zr*yyeM2E*RrN8rw&FP&PCG%TJsw%BIW`&g4(1eZud09`Z7Nd<%s|a#4tvU%>^-I>O zYpsfo$laxUDsH*Q46`T1{)#BOQTkb=(LU#)!;U-m6`|YhGPDOxZMrbuHWa$YF3@YI ztsEUTTb+}bv&2iWb|TE)sUT86ak;zAR@Zp>N4`}hlZI4Wce~nQby*4$oB|SD!bza* zU5U9b=s8BiiA5qBLr7;hwU6GtR1-${>J#e*kawJsH{Jw@9WR^{(MnGuES6)02owJ< zVgu-VspkC#qC1SJ)UJnzITA^Q@YP1c2_d90k_%zfUZ})drQU7?qb@ib!PmDik|Yuw zPCXOBA=`Hm8z8=wSjW2{IV{|w#`mfVF~M?Xf&m09a$Yl9Qo7*GDSj7_ zg{>+6Bb6T=Yl?U4sc6Kz36~V-{Ot8{-U_7zN;+^MUzET0@1Sk6tgl>NqV>t2c&*&q z=52ja;T2e(eA1k*UY?0%M)-o-5;RJ(pte4~^Y8^V(Yabsi(TzJGkyr8MKwOMZaAV= zI~Q>h%l;m=n3$`Mmh|tK)$)k^>HNmvYdX)71~fqZ7`^2NN>#Bk`Sw zGg5S}7#VZA`ZMtZ7%_v7Yr>4qb!iKNn&?Zvr8&RXTM+&QG)TS$;d_jA(SG{eZ9!Nc z?)OFSK={W_poZ^2Q1ni@1K~F`zSx1lImZ^we=Hm~qz2k=g9@CfzQkKa*Uwbny!%FL z;2_e-v=u>HY#t0fS)IBcWxv*~jCGKF*+mNAd7yV>JXA*Q)dE~lTg$o}C8w%S>w=o4 zP1J}lFZQqjHDECCY&9bjZSw!SUBhDI#Ki9 z0V8}xf>Vg#G7!DMaE^AIXtorYan7G;@6eYS7XuJiui!-WUoPPu$y3Jn7!gd@Svoa+ z7sn@^l)k|T2qC33a&jq6ojQMy5sbQI(Y~p7F+wGhEKXAs$s$f%!3NOQT=vmjPQG)) zb92f##YBDdoix@aXWx0cN^K-?k6YXIA7SgI;irg&(F^~mjM-lsiJY#Rv`_9YxkPBX z8Fhx(w}cdS0$Bm|w?;q-T_s2o>*~G>b*W8y#CSmt+2ynROcu@;FObo;(x|hN`R^Oa zyl(sHhKWa+A||r^TxU&eKWTc1?LUeS7cX7~YmoTD4&AO%obX#l&K?{tKF$abVasUr z#I~##M}mcE?&;y;(~U6KC7M`p8rmnkGlg@@M51W`F46I=#NzuilWP}`Fyng_8v%TA z>2QJp1S~SsW3&-K<{BYYUhY_jF=`{gey|~IBS4nQkB*H1yF^0R!5f$Ajl=10QfBtyfdQ`(QWlzC8`Rt2OZz+)(shCO&g)*1O(s1@p(df%#!hw~njl ze-qz%_)?wdTrJi0G2N6nh+hhWZ^sW}v|Pu>){SA*<_0c2o$Jzaozm^nodj;Lm+Sr$ zohDzd`z30}smR!4Uv*OlKoD`$?i}9QZJ^10B6*g(2^x#aun%vFhKGqSLX&4DN3uuE&aQ_uW zEeq; zLa~g?VheV$o^kByT9pp$@Vj4eUT?Mm@SSYVVaI)eiNCFPjPa>V0wvDdyAbEnHfqEd zL45+&X*p-#VPt@=uNQINn~q{ZG{!RL3~T?WpJsoZlR3B-}Y$$t(N7g zVkcC?H7E(~5dQ&bn0uP zI1{3YYJRp&7)VkU*QV5JI_S%UHI#6BzZKA5qYhI5{bdG8Pk|PO+XGtuRzUwK zCD7mRJHX!%6QfXR2209v@ zRet|RBCQuHR^?M*zY1_>lVkq^R<$Geu#wDPlaPDA70@qA3G~d70Qz+)f&POd0rY!Q z0{!kI0raO+0{w|20ra<10{yo=2Rg=P{##05A2S8kz-Go*eLpv^JmQG1>Mo(+rnP4o zndBGnHn%d99PMejeOQs1sW^mkGM{mtG3E%PK2X!%>+jBj%v&F@Nq{Ryy{W67~Uk5%nOG`}|` z(9by%Kp#j6bm2$FbUwR~fzCR_-uMr-vC{|q z3P-syZ_L|YSnM|FILB~J%?^l7S$}ae-xj* zf-JTS%;KW=Aqx-s(qqDfEG~CP6V?ZIm`qy(fJmOeWm``zo_`*^&?-*Kj`+@0Yu7H? zn>u7+TMO$z-Z)8HRkE@Zwh0AqspBGMJ1;h>;J(-iToTP82h8=Rw@<|qTUUUJf4>R4 zavv3O{cM9@{yLzqz<0QJa>;QfUe9C5v|z)r$j58~Cl{f8c-Y-(zlJ*)$>Sh@S@s}+ z*U3?>WvU^%g7W!JO@aN>fc?pl*lVX<*M%a4+m+itDAid%b(xTWh6-L82RC#H7n zu8)~9DbM1U8uEEYLyChaG>*{VaJAJ0_wBz6jDsE>^>8Y#m5jKit2Nz{I>iJfky>+^ zGEr-i#4xqq&G%8t=?N2FFQz8B@10M2QqBXVigI@wQBGGenyOyTC>Qn~y(aV9%(0W8 zchgkicfS#Sx?~W3uTL%+oD?RKK?88fh;Jp1G##HD7VbgB_o}Z05iAiNr29DEdE6MI zTdd`wWadw4TelAtodT}wpSJP55AFEHlRP8Bp=(&rz%v{pekW_tnqgh2i?OBS**=K3 zjaayzz_S$Z|T!@(+<@(JagjbAmRe z!QOYQX!CO;+UVAaX!BD>n?&;#C!>i)paH(iiLbe%2YtL}%P(S!zp-wn*Go<0gg2>` zDN?UHzWbPrv~v~OCvfgcJ`*<|1c89g=a7n?n~mtHi!RY~6QgG$(dDE!5nUR9i*9@? zF|mF-xf*dJ9p9@yu@Wq5VvTPp;MpuPIbK!(Z|KA~6ptgz(^qKd9j4P8Mx9^&J+LF} z{PGK_d_K-EyM_5U+1s$~e2bkiEL^B>Ul=G{Dhu4T-dQ}VKhS>mc{!bZ=6x;0nmW$B zdId^DoWvSZxT$b6a(V^2r@ZF1ns}&CM?5UzTS|lJ4X0#RCv23#{1#e<8O-led4$0%aX?|s3%z+! z-Yw3H(ZoSeyR+3?r{td+gqY10%u4d!xZU)XC>i)Sk13&-8~Cowm1c+x=a0Qs^G}s7 zEvEvx^aMfQYsqYD76f5M12h{BZqfXN}lYNu!)Clj<1 zDNLy(0(?(Tn3I{(8!%9qDcwuuQKpmw+B;LqB_qx&>}OJ1(eAv_Z_n9v9bSHI_ZHXa zZDhVASgbfVm6&sW1DNw#xs|z|7J?WB?#MY_Td`tf;aIEpPNJ#|6x1axfrX(?%SA8o z2oO4NgkOqtI~pZWaQ{-crO)IdAtbCGpAZ2$(@e)_+lCZO`26r);i7K*smxXcklMwy|!limP1qi{%#a1hrMG z;<^-eO$)AP$u-ODk`-c(O5gk0#99y7Be=okP{FQP%?7S-!Q<$b4W{Pv^aE|nc4Z1n zI0uHTL)h0-ZB`sHs<+6}uqNy9PAJGbaL!iL!z4V&7Pt5y6#H71L7+~RY9 z^&xY;*ak$OykYrHp9=1w!38up(Jwap6dSao=U_2!=ZB~P>qDW2JwTq!p(;j3RtFJ9 zU^`2PZ92a(lBvfigx*;CB{kZ#hwgd)HU11w33p=q5c<*)7Tc@*4ENp}H)eJ>jP^@Q zH%v~;U}NSQItM46$ZcIR1Jcgy@cCxh46(- zoPRBB-%5zrg7n}#S)=j`9ROv=t-pY-Q*-rA4m< znUf`4WJE=I%a?hr+#^W6E;E=4_|koZN3X-dccatf;oyU)9ha?|yKwO2C<%*>2_NVL zYeg#Uj`bC3kgHRK!X-at-dZGl14P%@`}mnrPPQo zY<HJ20RvcY)Qa6V33Bkw0M)%-6Pct5dM@63VY4PL>&vTxDMoIFVXT^6Op63*uC(Lth zj~~J)&&fyD^)o8Zxt5W@Zv^gJvjZE3B&Ud;a*~^-@x>&^*~cciUwczR$X@m?%oMk1n9p6eWF*U^~Xq!gsczsYlp{19Z;kr~Yc);ZSJ z3n`)L6q*g54b?N>Dicao8$4Ia1tK;d>SZq5a-m)1Fkf#ZKq9U6YHGA;4?VN^I{X=) zQR>9ola87kW+*pPakA%JG)z{0ASGAd$GMt5S^0<&AR<{wqr-b9DGL`Zf3nj3|K=rA zc{Iuh_KiL@kyrEImyF~~#CF1bQR4CQOvd~!o$e3OtSORxTqmMEMXD+ik3ReOP=WzO zvhSS<#~@MEx|-BAKfv!w3ckw+K6*lE{y|rhjM+VO6fX0W1yxY(yE*&W8OnYEPSY03Z z>J=-t?MOi$_z?cy)pgy#`)p%)b?pp`dntrfGE^ESxOyGJR?unk5cWU^EaxtSeR`w` zhz?*2ouCa5U=_(z2C%QB@kId3na5(VlTjR*r40nIm+`}^dho)|g?g{`_>;BPfP*8v zmj6wjK`*}TNngq)zDb}Vr>THi`*wQ!!rvoh2N~htpa}2xV)s28(a>esL(%?}(!{KI z6^S<4XuB-f)+vqj?2V+%0o$%oW%60Qmy#N|93Y2#ZES0RKbnO7IwJcph=Ydobkc~$ zIgLY^{tY{HKMwZGh~v%pFYB0Iio!mhf{h-r4~XAMfdzAW2G6q43rm$Ds0_PgXZTPN+k!M=5Plvmemcnao))OuTdFF> zdv6ztS9%XM;!jBV)Sx|2Fre>oTX;h1N$`Z!CyfL~cW&jpWl0+<$cED497D0TTMwfrUd%>-UBV~=$1gs-wNnrN}wlu5461Q zS^_P9E1>U43G|D5545~FS^_P9E1=(y66jXXfsVNq^#dt^eZMKN(TM;uFybcZ4XoF> zze)PbDX^#KCclsz`~S^R>UjHp=XasLpAzUtj|9+9qy+lcM*`>*PVRn6CGl8?_6eud z-igOEQUcw7B!J$X66lM24s?vo+?NvAn@oWX88Y$0>pS;gJCPm{Yo+ zQc0%&`$zzNa!R02Li>b%Kte@~v6-VOfgLgh*1%@QR~2DAcTuCOhK2F(?%*DVhVc(} zXygmydDs;VQ+pUs!5W3}Vv~?Rly`5BIg*jF@DJY%f(<6VUDNVn7QTCg5&*bhbY`5k zk>Iu(_8)4X-jhNn^o$hUDFP11vXMaPA?vB2LV*cXSjgIG=Yo5Yw%1W!%9BY( z9=;(`e>W;@Pvm+xP^xC&m#0Ae=|KGsj=FXXpu_t&uQM7_Z1|^fuxXg$rSLU=|5hpY zYyZDo9~db*fkiJE8L%(o+kJR9TNc~FVZA=EG9IYsvdO_k&!A;lCf@si3h2x&lw=rDzpzbk{zd`8~wPZ zB%x4_ut`dLKtoVMD^tW6NI?t>#5gmO7}|_+We<_XjMA&_6df)wqJwTOhz>g$9TJ%f zPBIe}r2#f`LThf|cE33JbWON_VQ(yjs*NTa@$zzu5uMtV=eZn>C$JVJ-zq39r6Ki; zNzP7&jhqaUR#*Hk7~!Gwn~Z?X@JPgOjfni2awfv;)iTkKWT*FA@#~F7{Lhw6cZRDqc#eo_ZnfOOW@hS=-tV=&XG6aI+09qJ-(%o!Z(OmRrq%y zXAk|Sn<(BDhZf~Y7&P<_H|Zlr9a{W4NDy{i&$p=j=s2`^k#=H99QTMiuQOdh7ALyO<{TDjHvI<)BF6gaPVwid&y^NIm# zal_&}{}%|#*}SF>0fv2z3FH@@8tXKMA76X|RE$g8Ns80)#s6e=ec%T|K?Ql>L-_H< zle>ZUL^SFe-qj?Vp6qhTR6vJ)1-bP$N@}-s1OAXP__~?#+b78yI(?~>q4X=#i(a3; zya8}0KYe*^2Q26A^yP_Rwk-PK<+D2h8h-FnQ9I?q%OZ_04qkG;vGaeA3e$!VuH%*I zmvlaODXf+?Kpra|OLeldbiR&G^Ql9ZsrylyaTr)7JA_VCEO#4@gbio3o)y4?)_yl@ z-(a_AEj?<}3D?04J8fzCPg{nbMil%Qv7U=7%Bxd2;)&~kaAb1A&g9^!(pgE0m8P3z zr-=J?Rkj-qty;E@!Eu=qOw zOwbxq4B0ztTn6#p@`$w;E%Nqc7J_I^+fJd%1yiqYF_}euF-C?vh2HxCzRbWUPwtGssu-Wg{dPyyqgkj2ydr+NoBp#xxyC#sygTPxTN(E1PLFCnt-!B3=Pd zxju1rnt_MM2cTy}mnpkq*FBJR1c!nc1pp}+11Zr``SlcR_yN(Jvv zp@J*mfkmjG``ycnlk7bW$1i1=gdtk?RM9i@Qd}UeB7)M+@k8>N(vDcyRdM{^Dd6fc zBr<4;6xYV#E%b)NRzbZ9BA{Y;p}Sbgi08~bRgvfGF)`qTexm^0D6^S{6h__-0MWMn zuxDyn$Fb`bd4T>&jiM5ehf)a0I$c0ICE@qI26p@UdU2{)$(9+9$1>*(YySj(;#=~P zb25h^TjUDD2^hgr{9#LMx%B?4_P?ur@N&Pr{BOto@DgA%$hajX(CiuCp7?XEoz{8Q z`3Xxp?9}fDG9J9^OYLiPCJ8sl4HhdQdc;VGM2=8Q^t5XHQM3(^!D_I(vz)hQa{2SME^dJeV?LqYOzj_Na7{W zLUGceYud7wc!^piazr9!$YSqE?vP2Vr)~fw10QKg=|D0Mh2l!)DFE7)il=fmNZE^; zJI>f-;`-|0)n-h9r=k6k4zJGRF!Uh2dh+$;53dAv^B!I`jbu!0iV@av6J)H;_#17r zec@G=i$Ve?OAD~1TE&D{Zb~HX={*v`FiJ)y!E&YT52i%of!-q#45K6x!E%Mf$5JBk zaLfcjfPy1v4Ejjj&ag;i0e!vy*G(T9bps=Cg)z%J;eBl*$H=|){53k5crSK}`#N|HPDs%(CJjr6WVY3Cn?F$jqjzGk8 z*h*3|PZ89qaV(SeJid}L?yoY^Qa%0|fM~sfX=&IN^!Zy}dK-tK2l3C7uP1-}Be0wI z_~-A9WK4G;XwUxNG5#isf4;>fL!8k`E5iD0oY)*;9rk*1a;{~0c64-N1fsOYKMEvs&t|oJSSI@o_ z*!M%;Zc2{*jjU?th2_9R?rDCoT*+HCB@*SM0f|?nMB-&f0}^jdiNu?Fjzo;+|7l8K zKWGZ9f#%0o74Z*u7ow|%#XoQEFw2F;KX2^N$QS=`cQYEM_V|aK)TsF9!@l^3?Tai| zbJ+PiYtfN^Y@cL{O;dOcXcGRvSY~?aE-TUE(GI*BbG`_UXb)iLl6eY>w#uL=F(0Mn z@1mue8~)u$$@TDQ6q5N9rsPL9eCpfGmauvdK0Wz*@`q0XyLk_vE(3o|4@b$}c|(w~ zOBsI?g-^S)b zF;3LmQv&-IQ()s=3lTnzv0mqX`RG$AupfcuKaw2#Kj$bV(0pymmy;;lwdZpVT1wu& zl@f_>91TePBqb6*J{pi%a(ed@35nA&XrD0qlTe&uG=D=%U{5v$)ZBO$9)44Cm*_9HBv7-Try(y7+&e4Fxfs{xTdX7Yl z=HHnT*q53DYoPh@RYj1)-G%6?VL?u@gKZ5Bawa=8@~shZcQYEM_8^Cx)TkimwM!N) zI&u#a(8V6!^>euCA8!{p8Qi~M$?FuYM$OI@Cuil=8|>m5T*yHUn-0I9W-P;+470*< z2iKaSCtN4ON-cj?i#`s?Yox??%Nn-&`KhaZv^$ioHRNKLg*!#~mmz=UoH({c)#>0C zZVjT_gBo_7ZZ8Qv#pN{zYT0SrSJm)JFgn|u=nby6D$1i@{<>@p&#NnHs1?1b;z3-o z1E8mXXtgd$lg;Og4z3@&Jw?O}%Xcx57;sP! zojwlJy(_Biu3c8Yq7Vmws##Y5barN(QLG;v!p%h24k5h& z_VMFvstF6?zlXZ|wbujs8xlwQy^?RIK>Y%s{tb@0_OwKY_e#ERG^BV)g2oX<4?j}q zziu$`10*6?GJmh+Ka6nDL-H|@?H7z}@gcd$OL7XEOxeVjud)GjSsO8XuOv*75?w`m z;+ZBfo32h50`_%i4<>6eW&B*p=|(^ZDWj2-OIi4fBtoXbKPsEE-3UHif-VA)wlE?k zk|0h`6A2w!2!1-7Hj84uq+TC8i}d zH70efP|wt@8n#lnRBea*r8^bkr6@|sNjln%>cWMJnTe(Q6arMhb&7GDQn*Yp?otX@ zDc(&A!8PC_C4tJ&HA>?a1#aUOmMc)IOxAOZOqOof$xXVJnJnF|FQKSSI%fQb8gSfb zKw-malsFqcpxsRD4jY*+38`T#g;LE3CEe^_3>r>z8vgb2cE9oqzB2b`%uM^@**No> z(72{Bt;(<_GppuCRd_3!8#s`Z2$HSI8z_$6m4c&}f}{U~akQ|)UCHCe+nTtNv~_Pw zh7Il`iP+OMb0lk$Fs4hklsby*>7A1(j7OU8mfl9B$5TS|S>+O%;aes6s z#+R0UAO+tp1K-}l_!jSgeI6=_s`s<1B~3vu>dH+K%xb5Fo4!9#@lsGx`V5?oNmEo3 zFr^m{r=aiUAlir1(RXvl#8^8KOJ5?Gxj>x-QZR+|$rJm{&H)Q_hkWw%l@$1134Fhh z4&N=NUT8b|?xA>IzCzn3PmOteU$q_3d&st$~|gIx#&=+bovUsByEgpSsVoA~HaX)IwXUcv^@OvS#v$1Ymbb-)l2E`<21Qt|sm zdNwLlFb)(th6y3SXhA|`h|qO_5b20_9UR1k1|j%qfk9_zq&6kWml}oyn#*)eF9l87 zhu(IorkHhSLDNnxEG}&1FUQ1B#=0|oHMDsZ+9T1_g3d{AYu}HNu?^vut{ma2VW=1# z)FK23pHf7qM3)K?A%I;fL$oS{;N(+;PEZ&qfsqPyc25t-E>eX_gOM!6O9IoPK-9V+ z1|X?*rv>W-oIBqPJeWd}u7M(*#TBW2wL?!p-`Y+o13D$5(&N4b7k8y^JV}+cpn|uQ z2!F*#g^P`-pyxMk02RhK6|}tdVyslkq1oTcdR=2QoXBp_7;)JREkJUg)hqH!6nfX8 zqQib8I_OsXdXWA3jO_8YU#z8Y4#hiS`VFka*Ygq#Al}5}iV#15@bpe+y=tDG`?;XX z${;3_2{rg#nfp*P+m)%0H1ted0w(L^DBPrMof@p*kHCCt`pOjYawFLJGEVq*V-;AM zy()y{-4I+5L$ge){C!ITtdj_{wRhb%y~PM=-8St7(r@HQC$&xQGa63VCK@BTZQ9W_ zEfH~c*I3z{j~n5q+nk#~&W|#3CbBu4^6@4?w>iYG``7^b^f?})xn1aOC#?+#D$Aj= zVfy`os)}_%{W~Md>Vmoth<}qKo>WkOXf&Jpzi4*jU@$p+NToh|1_e8F4nhz z_`hVtPbAiyPbOkb+`W$t5Z_8nrQA%%SB;rU?+MN(GPi}PRLQQ|O64&*ag<>cV|1Jh zMI0mrBy2MDQf$7-@bt604}qT#hHOH6guv~Sp>BE(gwV{CVutieXNJx*qKj^ZXsvQP zr%O^ZbcNAy!VJ+E$<5F$b3|_`adXzcGEX-fQAsyX`@xjwGNvRlPn>`8)3f&I7 zT!JcfUlk~2{WBwF)h(zEq4*HfrLH!`-sq=bO6m#9F-!xyf>-*6k(AKN6fwS>f*2DZ z#^)o6p=IB%>>;vQbCQ{8Ck^m9PH6vYIqry$&zbHt zMiUFMLadc368*-AMD2R>YmUJazC>nWDGjNo_BMA!M2d8RnhN?g{oVVMr1dM&zSDV2 zF%@t`O&ClAa0bV>5>vrvlM5R+R`I>+QvtyeH5Kf*FT zHUr>Q>q^zJvKEZB6KbfJiH;;Iz2Ayq7aK857q!JN39V5Zh0*m! z80j{KFuEqW2y*02*iHjPvHe^0m^7GP0Asl!=ewC3xq=<@Ks-c4e-1rEr(Z}iCT#xn zI}W|zU>JW;nvPugU!z8)T(;SuN33n1)1XzMr|JDKxQn;gd7HX@Thqp)>Um#lAM_3W z)Ouj*>|>}(MvGsHh0{hX)P-^y6fPzc%C9~tNsWp7$%mMdjh7h7hOXWRAR8}AuHIaX zOw^l%PpNl&OEJsHr|Lx{U)XeAr}*ZrnA$PUqZ{N@Tly9K+1}7Swl>?!7S6&B$A0`f z2p?dy5BrlI0trf6@Rz%E+I9-ne5K zdYmpD9iaakqG)HlTF=|{L1sAy3PrE}a#>Z{6jh)^=aY#=r*Ko@W&)ec^~bzcZeg@g zFOD{xYCSt;kHTu!M{9?w<#NNxj>2MA8>7X%GgHPiUAD6gd-Uqd_s*1g*(jkfQkxyi zS93TY%uc@2oQ~=v?9=6bgj)%Bh!`&iF}{XIasHVk+)GgRORR1|!MMU>U=YyYm-Vi%M1lO1Zb1H5W00fuR-!kf z$wldl1Q+RFDc|mP7u$*o4@nLQEn4p`zqL_q)^qlLk()*Ts|OY>YE0;{PU#RjYh%p2 zQ9Fa$ag1@7)$K{z&)+KDi9XyF_=(-l*aV_6XllMhX%!b%U!KYuDg`=oNJX{g>E4?r2_s72$yw&a0!O5w@R-Q&2qe% zQa>)H(ab5`j}~r5=~S!qX6mC{dJFzjI-ACa7+(TQ%Ne%k7=ZP#kSQ>a-t5si6G*#1 z<9eJoK2$F{wngej=cVCl*)#CJNuh}lR&}Ce=N#_!U@A6gq6GZ{z-qcPZCO+=pO5@5ADMcQn&C8$w$xNrq(j62#Hkl@a%r;mxe#qnsp)C7yr&xOb8&0nsV@?jvofoPWJ+-c>Nh8Uh9To8T9tkOu!Nu1}=*xhJog)7qS83TZw3Te{xv( z3>e?5Zlnm7XC)Xwz#`ov89c`iC8B!ij(SdNTRI>rs{e0578cbXJ2+2Ky?gtdhsTIc z>~XQkg(#b%6~5vr0_K>E!T@>aBaO%&285s2o?AF2x{)-XaaEL}tp_KPdG#{Rr2ND2 zUaO;kz$zoLOwfyyKn3}FxynW8<1CE(DALtFE9J99p&@jjB z9aJ8%+*0D&3g>U$mRz=l7mI(V0+w!2Cv>8_G!F1@6PuZpD~Nz76?tCNHD zL9dnDoL>*r!;hQ;-)hZz;Tr|$#pp2LTM+SlAQt}{`AT2(kT&p@{x=#W^_4!$>iU2U z-0KtoIqd6tH&CiL{V&~s|4+u?>k8`6R!IROS5FC0=`#dZuU)+*&oFWIjzR4>Ce59z zcS^Jci1zaSy8~0)a4%2MJf)Ynk;o;yJkCAl;(R~|SQ0PqQsL!s2ahuJw2;F#*vjc& zrv9w~n&NR2Z>W=(z9Xd}TYy)xV3D$^+{Zg|_K(qgSbz+g``t?S*9m+|MsiwDvji8& ztrYf^JJy34=2%*O$1>FMf-^_Hw{#>$hqSvHzFLO%C15iYyV|?RcSiLKbKM`~|Itzs zMq?grHA7Bc;Nmyx3-FV`coXE9ocVrplv9Axk$jm8>BrtvK}q!`T}XB5VrsN$4>@f< z5$m*0weK~EX0ERnr?BW(W-9&EeLjm`6W)#|v(ClSS?A%EVg9~wr;>SkK5LE6B&jpO zVkJa-jf6<7hzKEC4I#P#?ZemQp1(S{1E4hCRy0uR@~NveWT|uL4=@xs3|;ng+>^Q| z|D#!gPV@d~*1L^lOr%(ZjAg*z2N{3k6Eh#-qVND0g*kXM>k}!F_*n0e2tJM_RzBAT z%aykOZAv7*)_Wv^k7G$Bg5?T{$5JBkqn;xX^K{O!=a{>ma*`(5|E(#o(P0|dIq_)L zTUoDj|7h0fDX?D!>`z1cxcH4w5}JQ1tJ?X|tibdwXGr!kux}Fgo$J0JB@#Q21|)7s ziNv)>0}@jyk;wNPi5Sg)NlIW}WD2Z-=EqkRk7jXqA-bx1H0!=y4=iH;KpkJeCt|yU z-3om@YobFVQg^W}iu;|>z)@APQb3Cm+lH*2d~f0o z89G08Lmmoq{C4xO768$g!(KQf>m9b{Ddagj8S|u}Pg-618y`1PWIaSW5tG=%Op(L3 zht6M!^c4<64??6TUr+uJNnkhcA=2uh?%l-WAY&P{Pv|HuV^xzlN~Z4$pP3Sg&Amq= z7z)YgB3Q1p{lb(;oZovSf}xN^B3Q1FxG^OX*Y_NW7)Pm?64*&oVB@_85h5*Nz0Q4z zbWaNGPk`pXB02Ui<0y4Zjs&KAIdiTJmMeLCASDuS?L88{SdM%b4~by8LgL|+Nc?H< zk&roN;Z%7@1j`i?Urvd{7kZ9FjOKqoC9sd00&Af8@l{2L#NCDHswzZMk^gp+m4- zY5O};BJuX#BN2>qBoe`Lg~XqyMB>kSjzo+X^wpHWe#sQrc;7(8KL=Q^b07cwECu$b zK=Xf+9Qz-0lsamDU~2a?KUl8hZP|#)6sempLShNpCrsZYMS^=Ao;Ttl5iD0oY)Xm5 zhTbFLfzQ*=9umQFg~Yijk=WLABw{rGnv}p^Z3?V`=EqkR@eg+wqN|3*KifMfY-s$m zr9&fM{KMVNXqejLA97No;-3%u;vcrJlHL4Wo>hHf!Qkg@MD{w4~azR5+QqZ6eCNr}RzpQl9Pr@coa7$(Wc zBUrAqeZ^?^o*;2zDcUFW1e0qm@&TUZ_}gOA72aL*Di#$No92YDe(dPCB0xATekwS4dP+ zB5|PiNCf;A4~by8LgKEJNZi?bBm%CMheWVkA@P=!NZj9ZBw{rG!zqFN6H{OfG(Wzo z2%osS5M4Dae0o!dSuQkudP9dszVL~=o6#_}hfn0BMukuJA$+eMCamfD&NY&CcchD_H!qG)7N?1Nq0gBr=-mY{if{3&x}-2 z4{`<}KaVq2JhDN~k}YhVss};NldmU#kR!00_aNt);E(AkUU`(_Y{=LpjK7J3oQt?9 z%t4Uzyp%}X+Q1NuFl(10{doD zVB;MC5#(IJdY$_->%ay!+GbIvV?>!O$-@`*9 zSgw$GJS7tU+Iu7@zwC3DJS2kU3W>#AyPrr%oED*d!W>OPaf;FWQ&Ix^G*e&=G(Wzo z2y(c)5M4Da$T_Bin1lv7|D7P56Q_r`yBQ5rdyqp;stR)ATZ%hNhsBmU+;YW_Akm`+ z+GQSp$yX%kA`E#w2fYu33o#~fLEG>|Hg~|P)*QS^$S!SD_sHewVmT_tgGF=^hq@5m ze`^}u-ljb^gifo6`2BCVlx}ho?-Sq(4|Sb-rp9*q@oPX?J%U9%QAERGl}iCZ%P8KR zd`|{cl!bU+3Z**-k|J3ThIhPLW9brkoxiv?1b6Y{)|Ct{!M9`yUATf9TXF@u*uQS$ z)<1sPJ-?5IvCX?E1*m#p~tJ(giZ4)beQ=y?nNC;%&!FK2S8 zqmM%tJ&iSC^Hv1xu+^Uv=ji&!_(?j*A70hO^)B>$4IQh?T39YcHb8Vr&6Mm49q_)P zLv~Xj^>!#*LkC!VJ%DQxA%)rL8XnOY^4As5HjBDaq3G%%b{Ec6@t|Fy;imw5weD}p zVe*ENO|y=Gc1V&Yo6i?X@96qP+o6Xl8dlz}*|si8K~OsRRBGL4XRy>E?7hX}KAprhwO@05u%Q z+mqR5+1XVY-8Sfb872dx!z4JO0mRD28^zo0Fo-Hu-0{TuMSXED`Ul*)MU4pb*m#Uj zVZB+Lg>*j<*9ajLTpAhkYmjUYAJAe@0ULsl5F1s;1O$l}ySbCYqusSBbVTq*{D%;1 z(v6xPkd;xQ0drk~ue-6AKBQCA$A2k9RWUMDk0Bf9%|?5k14C6}-a%O2<$I_be89!O zGu+)FjT1Ll@>jg63PVx9xi9oK<5#3Wa|_VClcTBK+rJn_R??OIt*F{E8cy8UPh$w; zhVORPrv9@H=!HA-lU7$ayvqm&eMxvLNcIj!viNL?@TNF*<9#CiEH?4vrECE0ZTo!( z7B5=F)ZeqNVlwl7^UKCMO=Mw{7}vU}39O6BtIe7-vzc_#LcJ~~EVN26Sq)n$CaN~H zbTTrSh+-!pHaB%K0fhh`n0%5AYdqUyoCH$X`1;DHQ?8b1{AiLMv1e{fw#$qjm(XN z)UcI8=}{w;bW^<@mh}H}8vgb2_8I#NzB2b`%(VJE`#6(mY!KV*2FzhHW7v%;Ok@a! zx1mkE14)S>*_yn8;^?nZaP(Yo^cS3?tuqxz-A4>L($0@0+%V@wa!!;wO6Wxf5o8;F zjA43$C4GPJy)MO#o^qnYm7X0#+jhW|V65BLed_Ui2*xV3@05D{JaisaSFoxj%>r!h z7*Mwpv2-@Uj7RT5inBlpHs5kOL@ErpZXQsn<)X>KY!G4#*emk&d6Sfa~ zITuHz8GN+3Bn2%l1T8L1M~gEOc#iG(yQg<<##&L30{U?8G=xAZnc^eK%_&H75lC{Q zDM_M(l+x)d@Pxn__&-Yi{uSwv%-ilE&Ff1r)V;9RdMj?oqerE&gueca+kC&i?#mpD zCu+ORIknj#?#PFDq0+kbi*!_!6L0Lo2Oap3u{HNS(s@tpy2p6X-MQ@{AZt#0k^!ZW zNSGz+;I3=#%r(6f52?t#?NrTvccf7Fi=l&unGTlxZqYt+heLRzi*&d^8;Y|o%pqg? zL^(o`6N+)9Om!o|A%OY>xbsj(!W%2Po&CQ9ZRut|AH%q4#6yjPOxOc~--ej+rE;7W ztP^k#ebd|hDdc@Ob?VIJHKRvr=BDrvVNYC zHBmm7b0FSn(et@9z(WZJ5G&(cuHy#~UeW7VuX+^owx9;es3wyMwY!O|ZiFH1!s3P* zmXo7EmI`%humTj!i?n>&^{W(Oa3#3(3r^2=lQN*&l=DI;nS_o4dCh>V^7kbXUMCS` zsaoBHtlAFs#Iu6Q-sICw$g_ataoa!dBNCWh-0peSU zX^Pv*_^L6})Qf{AT_&S2O({wA?{V;$X5e$jdfWl`wtW^7k$~iV*ev8_ynM6J>r!y} zS}@_&j0quoqjVc_YY3f8Y1Dx}=?uq1Ms&~(2W`K2kkcWl;rNKraKdoV7|9LCRXw7w zl&GHdr%cRW8&N?wF*ktdpJ7B#WMVjf;w^wa-4RzGNHBmfF7CIyqP zPT-&G2~29mQ!de?wk0s5tHuFHi(Y&gGrBzuC3c+fRpa=o?RV zzJ)5j*LGN@c(zyDQS~5yJFziF`*~~FELpE-XEU^EjNMq`do!E;_ADDqE6OQ@J++v} zuFFaT8xeUOgR z(LQ`%RmWIn%1_P|r0hgShJIlG-b&xtk~~_OqR_=DD0CAjG!{uAEn|G^TvGrM%$$y) zD0aOO#q^ngD0U5_SRyUw#5K`!8sI$65>3m`_DMv>OwlyK5lgaKnIg@!5ovVKgw(Cb zA%DV`2rMk6A@$VQ(<2d(!X8sYLHiOTXmv&sv@c@NCSoK<%!H9N0B2-;D=~HKNDd3P zY4N@4QwPC9Q%A^E&F+VX?0S9J?;E4cbda;@V6V4`&-HcIQ_TM8>6PXNgjW_+W!!pvd}`Or4PHSh6sy`g(- zZMK#5KfYcX?Zdu>9|8T+7X0Ndowl7qHQy?2qw>e8d^`TS8{Ttaj3re!l-^FmZS3?| zIQiQgu);+=8(X-Az2}|`r2p_h>dTe0jfQ~ezrr9YtZE0xT?4Z;OwP(MZ=WrkflWwf z?QgL!+$WY_`tfCOe~XaBtBJ@Qv+QwU2u~d!8@FG|UD~KN>p8ns7^1evxNCCFdL4)2 z#zpyc?kZVQE>`T;b?$PxIke>-m#^lUPO;n=nXFeU4vqogZTFkA<)+ZY`C zy@GQ_sDU#v(yYV`&9koxLvPT z>*EES9V^>)5Sc*59$|NFwdv@+^s!!A?#95EKo_O6&IK{o@O~8xvh}I@hd^U@9pTUb zp$arv0;iU{x{Q-$&Fqv7is$kBSi914PpI4U()l<)BZgsc3=VWynyXeOfhH(Y%#YXV z_GEFURaok-$u^zpxGHjwISU=<5e#~#`-rZr0H;^%Iu4>ye`{F@h+An8_f=7?VK?*D z@tJ87r*-yBt=h21{Vkc0GYFXqlXS18mY~~+*L-Z^{LUkeQ*>t8>21v zBx=C`L5p$6#%V!lUCUjL^5L_#?0}-KsZZtt!%&GD=2STh&d@@|i?%b#hABAHWel;x z$xc9p@=l?(XSur(0y#bI>81z%c%w$*agV#MFWZ=PwUModpvMw(X#|lXB&1_Q1G3oh_EfvCF7#GqZ5FyV$NA zY~d`kyPVqxC?tdnfj|+`?u?FK)TVYo(R!G|)pa zdYklqEG3=Dv+`wB$p0=ag3^|LgBhgZuApMt%TATphkF`@&G?f(7gjag)qZBMo>u3I zuvG*KdgmpiaIzi;*3JHZZJ5T%w|W`Dv7xkk z4NGjj9KZDQmU^W9q-V=JyJ5>8nzE(zHnfmTSslrg#}=3Z)3KrSscx9^NGhfrAIX$c z)-7lXG3C46Fy-5+m~vtyQ$D-E6s9S^?1m{nPsNl~iYf0|ugxj%f7*hkkfyBL*~L`9 z8jXymdTmZw6UmgDPF`RNG3A_Ym@<%xDJMiS<<6%sFol?MWj9Q@EEQ8uie$>rDGN*? zrewQe$_r94FEE9eazQst z*_nzdJ0h8~_>2Xn5L5Pc!<6TwV#>})ro424DQr%ucEgl%DyH~W9_bo#Uqt^~`Z-a0 z%C9`WsvD-fG8I#ND~|!Dyy%<-rjYr1S2s*~M=GZHRvrUPnH*YR3Nhu=-7w`7shHwh zc?>Y+(FLZkIpzO!!<6r&V#?FiL?2+vm)Jw?3vN!SIZT-6OzE>Fdj{z#_q$LkiDGSLlF z##1q6Fp??!T`}7|-aB?6_ZPE$&MUoQwmp1hv63q{^VscQouZxLnLHhg5Qhk8Gj4NY G&NdAOTod)+ad%USlg;5*r;Q!%CpOGcJuTQ)A(0t<|M*}EHQcf7ZI-lAd* z*bs=Zmlgz}8VDf}AmEVDVroL@5JDO)riFwMI)>y=%l|8{&d$7@H*>eAljYwJw6{BN z-uJ%tzW23v$C8(CIOyPm@W1YHt=USozI(hpJzZ~1hpoNcBc>Zuotd!S-utq>%kSL# z%)O)CBb()2twyIg74GdG1W!y=sM! zmBY8~9jzSMUDB?$YoYN|H`rX?-e}I0aY)dvgpFp{u1*DEt6haJ8_m{U91BAa+Y;_Z zm@`n(kq>YCYV0O=q&)EtT8tW_7aD z229|}53NqOaFvHo)yl0Fd4@phto~!NJatPm+>Xz5x`(&RJMgEymE$VI zm7^=CRSvBz>t49>$*r*2S~**WS*EJxmCbOr(OS9r(k;7dD*?FH%Ib7`cWpwie!STN z*iXOekj`Y~C?*cLbXh(t^>A*FAYTqi!heSB<7M0OKl#@tVr%h>6M> zu>8uIfcdlGe~*O!jllnw!_q3}(~?&3Kk3CCM>Viz)VE&&G_t|wMYXXO?^ku*dEYRCkLERVVnw%f3f7IOg(J&uN!>-9#P#Lakrcg;-~o!tfj zTN{iJtBHSaxH}wRZVi4aP!N|xepE` zFTf}JEiLmcHdA&F-nF+J=geDi=FVi8j{GBc&(zk^dO(rQHbaodogs1c4j4Pd^L3}^ ziF?LP5&Y#D3JxnCA!jnwsH8vbR3R$j{;6w0cfC^yT>3P zL{0iTG|^kRtMUS5*LyUYDtF5j97!vPgMYNWTGZo1UHeNL)YrQ}Jpw^xIFG>T(m{M( z5{M5Y5K%|XfOs@(RZy%3s*jNJ!pN0^rk-~`OL#+}oQR_!_S&JY{=#1RhtikcJ-FV> z>G#7L-{(@)l3wqD2md0=gYW9WTK7a@9e`pO-&qZJO@WE9w|kuYI8m-oRT@nLHT_iI zk+4Cw%gr5OdvEvjiJ8W9rxuD$FRqSZqlJg7(|ap#>@I~*pqlq~k0*gJ_D7Q3uV~0w zgWB>B+c=PBZ?}XD)R>IGKG|!rc6TX5vbXz)M1ccPSjAPAc8}QJsnv+el{ca|lq<_n z3}{cd8EI%p^i-qXHVrAgb6>1>?)4icVaF*?wF8;IV*CXOeX# z7wjw0Xr!OQNIxkr(vL8Zek9tq+pBewxQW=-u1}v2k3BR|ZHF_)?zQz70L+Hwj@H_e zv<8B;pnE|%-_)38Y2H=};6M0T6T=|s+7kV|BA5;*J3C?AgOPfp9*zV6RK0;;&7q9W*;%F5uLD(aD=c3dFf0> z8{jWn3Pvl+80?;s%H6F7D}`P9?K@tTXqhTj43!1Pz(s3-8M*xYbG zdY&}_n$4RsEa#Ct!6g|U6|k@|?hDHZO%PcI`AzWMHH~(-wsfiKz|%*^790oZOhPAj zJQ$6%f^u!PQl5kpCLM0zSYN`kTN%zzbkH9Uu0RLRSkRb-;31r5;M|4h{;Qhh)-8>l zbR4_9+-bF{aKh5A!ZGwA1Xpf&$_C*NslrUt(|SC6M(LageqDI~F7Sbc#QfsbD@zIQ zh56JNjGDD8W$DXQGmK7#Qveaa48SPWAkG>#VF~1oZOOx+UMGNsVYS&1{;%G~_abtF zS@3^_%{BzjmXDXjsm(T!mk_?Co)CZOZRnTG4G-c!S+}8>b$mK7-cOj=y{4#E!dq{E zXAY2k&dDxFyYK(0`KWRNRk%Q^fI5R>6(3I3B+S}-CY9iykf;6q@rEBs_^ z0xVTNiWg-O6)!^P3j5+Dyb-XYR)yNHlZHI|Q_|zc2|;^u`KmWFO#7~h_gl)sIlEU2N5)PqEAHB?^CFHST8;aL8F!Ts%J|2 z8S&c()o)ArH;GjFr;WaA6bcgK2A}H5Qh?ZPbR~%e1piN@Ka=Dfh{UgC7d4C#R&(_M{E>q!0)vUo|_XZ2%ye z+yRTF*`8?4l$-5aJ75^K_F_&!G-JY*F8`A6Afz2#21CHPqRF_F#f3>2ZG)c`6%RS@ zJh>$NXs_r6&J{&f_&H8MiO1(L44PdILxGi3@gMeNf8?C3lFTYRjSpJ-KMTQrLv*7} z2p46ed{tttpF+$N%I_}EtO@t3pnv6iz#MW01rhoesmnB{)t^pa52exFd+gzryid~3&KxTON;2N8Ih>9pDyEmD~gV8_Ta zMH`RIVde1GK2kLIVDNJ zaCjEd5z5VGc@M|fnqe7S*>p^8;VU3>VY)FB>?}8{I#yD&x?G#;z;O`d zf}(Vz_$)jK=igl+1VoJkY!Hs`7!TGMZ^MxH)tkqH3-EO`9P=tDbPmbGXzZ3-xC}ZU zD>)TB#qo0B9W}*x@`=(N0sJwO@rOQSlqX6-$)iDj{|m+^1~>W=w!1Eso>^!qHcTtZ zbhvn<+{)D7ihId!TyiKdV%Bp(Y|V$mnh%EYux9j;GQC^f&yhjY!x4%@p zLsEF17Z8H^apsK7|Gq^^Qi;1o3%??BG=f258g^UN@^|aMaCJY)W zGERH-=9QpkRzk*91Cpn}Q4c158IyI{`sskPnr#iVJ%h@g*#?Ymfr$a85F{iuLpF3; zmFlcAaKPSKjXryV0RC7Lj6#YknMRmCyqlcgMmnkR2iaclBjnm7)9WuZ7rl(R=%qef z6jNFlg?%A0QbHO=f~8_vpxt*TA-)LGiy=HOvQJD{hQxc~Z<+*eXA=BbK@z+*hlf9aQ<x?H)3_2V6;f z4zbAgp4o73^h^AcN{o!Z53e`4&hIXC7(JbiJ(%?^YxV{bNU+Ms#-WNv1r8=m2h*q> zIjE?^)rGpsuPn+=dC7e`J$uM1l?y1Bs7sq5D}NqA)Hejk8+uu;|Zmb$oyZSR+$uia0hQRhN3Zi4S9fd z^u%+BtHw??P0un|&XUL~=PFDcHm9;vW|-{xVl$Y!IIPYrwjP z%ns$y7ilcYne01E33T*)1Zz0@eF2?RsOemWXvGq|g;#Kd);l#?wI}}r*UP$#7G^5J z(F=M>NUv*R5L>$Hu|@>bhTt>=6?IriB^~;S!<3I7bC;kDj&p|K_yw+B_6L{z{K3+y zU&JfWy!CSCt(W=oR`iEBg5wREz6pmtJKoTJfP)Q5PC}?Yg2V7bE>!R~rodZ$C?F5u zf(S=}cK8z*pXjkppox6|Kj5+bXhGb6ka2H?ENthjsLQdxR8mML+ZVim5FT5c84fzg z2Z_Wtj{b|*<0){rXyI36j=qJ|8jil|4R!_dLypblb)z#yrSF?0wd1qNzS>z|B$|fj)rO+|eJ%d%T3pRJK z7N8gv_I}#BM{{^dPgp{fI}ZQxjcp3t9t*@f3dSeOXsAES1`+?dJSuN4UhF%gDGrSt8gJLAd|51T74KC86wCqfe^N3 z86FkF#%$&b3ksWuXHHsu@;Kt0jy!Yncm*4laxB=RT%Nh;SKxt*T7ZS<*Z8T8pMIl0 z{T4ngq!-RkVsoV&u@b6izt5@ZPfIygc25CEk-U8tB44i6(Fs+=6T#wrGmK7;@cNB0XjrD}01VDfbA1MEr| ze!s@Bc6Gc^IE*m25OIoOT#Z+iy{K}|QrsA&6!(Q^I-67}`xsQ32|mY6@EKnwh(3)Y z*d?Lq(ATm$M%k0tmW7pb4h!*H4D~mBpq9sY0XVio_!^8)v=9xG=`aN-7)AVt#@^2u zj-U9zL1vEt0`t0lNI*EHPM$FsUV9feo#VzC!&v2)GfW`N9!W_s8u$g!9nm=*nHo~l z!KhavCU66=NA))~PFX5VjZ^UxnHuyd-PEwBh~WVNt57#M?hcm*l4vVuC9SjZGom0G zRS?mq9*9;*)mbSLf)wpsc~h!5YMD+kH$Ui6*3)NHM;qt5r)abuP+=N8l}vHQ%VMKq z%$^))#Hr$ZWD;4LAQ)#{t0w5~7=$eaSQi1su8Om!wE`6$m9(FgG9iQVCbf{{P~s~q zud-NGA^}>08c2wqhOZ$zOdGz(#n?t}O+DY+5LNp?eqWMk}cSH@>C_Lzum25naY*W880m3Wsp}=Nh-#>fNi+fCeviwcH6f zGn!&rT`j5h1G-^gH9s_}Y(ck8%%nu`P-$ni97MB_hJz`QGWMqkqHXES?Jv9gCUBbc zA7j#g#FzBZhj9ekz=>2@c751_wt;YpgGgwTYSq9u3c00|)wb#m+U@g{hV$ubTu!vVxtM?3QWrZ)MK{THDo3@T~&h!Uq2nCdI4nnc1bA_AF}yAgxX z&z7OYjNHd%*)K4JG1Jr7LU45bx&X?aFm5>)t@7|aay2J8R1@sei zYi?n8SNI0GO1(htAd;mN!Ph{U+UD)pNOTNFK#qdy3ro4>yPD9Ow6zj`=Dro<#DZ%i z3u23yp7K4%5(Mm6@&*vC7Aw-g1kj3w*F_ygslO>c9K#yGjFJFg3C+@dp(eA0<2;JjOQf)mZP0V1aO|_WRKAi zrq!JWt>&qXDsiDE&Z2Gvdj%8evb;pX0R1J!h%~PqS~Z#Gb(%pmg8e-v)y;WHg=JJv zD@LmQygjOBmi>I8L*0jBAK2Y2Ks)ma(8EB0n#Ba@{@A(D$M7r_w3fA*n$K2_8zqZ> zEkoT!y#{S+y@WaYMR_?JTLRx*jI(bq>RHk3ne!B7ME`GFIAG+_X(2(-jPX`xj6coG z7}$sOk9`>|^Fs$()9T(0hcmTLq}#EA72% z&8}|Ux*c|Xj!z4{2WKFoa~nn2tP)o!P6{E%1lvXhYc4gP6~)TbMpK6pWkXH6qZ-?E zT5sE}x?t)N+c1V#4pv{v9XSOEVmwB%tygS=cnLP{46wcAjpZTlu=odUyMNCy z+@Qwh;AbTJ#J z+c$Vt6bC>t0W$wK;sR5KKdfHC%l;6V3!7z9UH;A1>yVT%!Kg zG=4wR_`Nj)^>>Z0FEYNqP!M0ANyC?+B`%%| z48V3&_&s{{-{RGO!)NuTMmPyrNZ;$F<|9xsn)_)JWjA!;<8tLdKEUW^@6N>-o48Iz1ly2U;!<#GA*uh*E3CFASKG{9-PUWg3l+0Od z^9r@-q`K;qdf-c8P}bPy6EZ%FK{8E&=wgIx06{XVVUn9731!0?;JJ&M)e&JLYQ|Wg z0ML1e5V}g%RXOb2-dD(%?=U5F(d`J~#;b*9&~vE4m9ua0RlaZ+{=nZy(Ze)1+fcpK#_Im_YaX5J(ZA!vx}h_>K&ZiUTX_J6~A-h$gW0--0wEKKv-6+!Fl9H<%)Di~i?>VSJ)wCv4RA zst4PM_zYg|vVzM!C2hHeBFoZUSg3|9k7{9C#cLS%S%WETSlf0!Eg+My@mhTt92sIL z!vsRuPR#JA5H@BrUszDs_`u~JDd3S-raS>T2a$J3p6FnUQ>R^fRDbVK6|lgKh$H+& z-XZ$r^bXmx#B?CRCi_$YY}~!dzfIsS1=?-}8hwg`RvB=cz|&2a72KIQD*JA%y9PQx zN%zz|_6mFv;KNj#*?I-OA~q@}hRMAGajLAn0`FE645oD#pniUO1-@M^B*~{WT5S`QUNV0_&<7${ufRlzbg#f;EbirCiS`aA{5on}RhGFA z#@{;^km4r%EDVC}eVduo?6MGWWKyl`Sdu!ghWv2N?r;PQ{e&WgcJjoCKvTe-H4a}crloTzz3 zHdGzzAdiC{n2Tm+*qtx2p&9;Aw5b`sL#Cp^rR}OVn~L6KFFjS+5Kizl!H_%+cRL!` z063tRKQ<(-Gzzgiy2zH>c5YW@C1bcnS0+tiwCTf)Thcv0URv>0{8U-WF0b!hTK8aK-73&hXcw&Cc*0 z1zR}aD*{ao&sK=50SD0jaE-tkk_G?f0wQjNwi-wXHA*%K)7m@s>y4PPHKLFR0xkda za#e~|*Z5CAm2Y~1PjfHwha%C1-Y2~AB-Ve|`shCy-Vmz#3{Zhr!T4N`uB}IaMwAvl z;0{~I8LU%+pVIZ%RHMT%_w8{x zk8KY1@opX`8JeeVkeV8=V`{u6FEx$En?BMQ$3qRost?T4pf;`jdYzgMt%zY1=Y9Dqy)P1K7Q=T#;b{0gH?T z${e{uO;&qe=4i6IIhOLJ+KP_il~ZHn5rlYH0~(!hl#x=w=C63 z8@##nZhAHb=b9uq#g`1{npm#a+w#Eqr$yjAKF+uT;~Kd~8Bg$nhPu{wHmd(7&k{aN zOURt<^+o3#&TKC+lV7&i1Mc~9WP33f>8jhwTXWyx_kWxVOp%YD`w?x)u`aXBNi;E& zMYIeZeou7In1gH#h!5HNKZ{9vT1Q7OKvE2#c-iXkYw7HS)IAMf@zgy^+k@=AwLl%2 zy~m5Dyt1}nMR)ezsOs=*Xs3i6GnMF-eSlJD(G|!)!_j3VP1?8cTEM$`dw*KtK$9=8qb^#h;lIJYb$Vv~e>Vf;$2tUUQ z1d$ei^Fmqxa!VqM7`~KmJ|qYaJ*D>lh3ftN$W;UTTRrvs7EcntTfPjr(@*N1y)9`!D~2H-*KfQ46EcC&WR!{97MN@xSPKb)LUwfAaU`9`;6GkrCZW}l3ra9J zqjWOE_(&&CkR+XpqLcplK4^`}7aIH{gxScFFV#6;h`0J%5tSt9ab8mk3Bvg@O3+-k zy%#H)%U3F7L{G#u4M$h{;KSU1F#qmy7@U#AnPfg3j)Z0ocaIXWqlk2FCL@i{i|)7D zMjFEMWLD~yk(RxaK6r8*o%He7{ic)t?aW!X`EXWD$WI1*?t z%7ZcMqdahedzc=U^4K>!>HjUG^J6~fOpx9W@q#xPM_Sl_u^EO=w4B4f_hPG@!#C=k z@}C$ZU-H3-$za$w`|k-InHY>Q=fhyAEt$dGqr^^mS9Vxf2fN>D@017&?v!XXgTu{Y z_pT_t)wIIHRV0=HfY~c?0LN^qC zkJbn)c=hM|tlrcJrva;s($X_&1jdq&6e2I4m|+5;5suIBsPH2(hx@{!HG+GjfJcTn zWgeJw5cMOI5oI`~so=Ujs(-Jv?SKXDm9_&vQLi-m6mLkz9V_OdlfF-m+U4;awe(K< z7}QEjT9f_D?p2rXIhyAS(Q!PXgn~}j&jiG!>rZzM+a5J`FulLQD)nfuf0_%Y>~f4{ zhWTf(?Nu1?$Y6U3404^p%`BrXJsX45KZETZdEk6&5jf{OgYDyamhe$pLgoy%FFEIM zCPRsttYoOZ{mQ=So-ao#6oX;wQ8O2&m$&*qi>Xjr)T4V4=mDfcS@$@&ML!`oN&`H1 zxlxCo0D>#-abPS^de2TlMR#tL?}ZFPk^2r)+C6#%K#N8N{*%=}Mw4gX(B*{L;|1(i zH?u{23xc5OB3^-JuXC8a&hlli=u8~J{mwLf`{w;@{Xg(a97v4At6ZViR4F0VAT4uk z|4EG7`|^Vh0xp36P>@FLe5gKcpB~5T`WPQ}mF@z;u~>e60gO*P{`O_y1Bq*UpSgFm zvP4vZ2vwL=7IJL?8ewymtC&VstkE-ZZJQSeBIbzm!f6({C6Pr8KkELU&n4))|1VVU zh_gul;i&GzJLF>$`UTT>ZXxE$0@cOg$4alykIZ%s)p+hoiUqtkPu6V`1=HVX(_-f!rn>j!Y0A z#zZn+K@-?6_BR*_Uv^@pk&o4r{q32qUm$TUvHzrJ=Gv!ys1jp;v`GGr@n*4qT56hL zsI;FI$B<|6U%dbmLV?g^6pDpR8xx3FNDvgVqwgcmhNJKK;M){WOm+D#49+N?%rHLU ziEPH==^iCw0h_YJ!sfL5ts+`!7~!jE0$Wu){`#=pY1W}xv~k^h3C~3RFMm(UKRrUe zPo{h7FEr&&eHc;hWc(+qizOz)m}>BF7@ue{CLAj4RS)*kq&2+URRxzjmbP5OK+bX# zk`Ur7k7|-_j1&wBFB7$$m zXZNg~ZcIT#e=L}QNDV~@d}C7l zYo&C_ocvrLcw84ICBif43zNR>TtG@Uh6i8}Z0%VuO!|p)4rc&T%;Xn<{GEHg905oM zBVDsfQN#8uUnS(kBsk^5q(l~&-wTtz0N^D=7BwWrBa0vz4@Ni-Za8JwWmw!O`1NW* z8+TZ7t-jkQc3+ab9BBo_3aB?gU|)NrnlN0H{0h1$ssBrqlt*h$1XVE{t-^n@TEl2s z4N%V#Vpj+Nt*GKlH4@N&kZ>>3=+&E-tBQT=a-`U0NTq0Y&umCHxO7^0Us5RB8-((L zn?`dyxFHPjk{fKh;JgfJAB0TPd;`<`Vqcm^>v04}0Tb!b=RPB0`}cWD!+9;kd39bm zmjYvJIQyN;wqAbV)}sTr9<`>LVLP0F%ST$^yv%$<5IHRt`qm@VUIGxhV~9S_$<-j} zlJRb)YD{0Kk10-`fBIT^$HYuEiI(l^3@Z8U;wC#Fb|7nzp#990ywgx%6n6x8*N$-7 zYytxfV&D$ER@l<$S+%^B=wj{@>z-z1H|eA7q+3ep<6F+8t05{itK*qkUZ4az=$x6xcEtisAF^L<9Q71UQdSzlR^ zu%3I1gyGopy)qTaS#g&aC?fWS^TQDiHE5#RoTvMYUW3yPN3Ze$nLOG;)ni+dS1`;6 z?lWrEgXwUxvjcW;eIxF!3S5T^n|KYJdZnc6^K>(k=su>#JM&TlyF|Q=sFCg$L3jHd zkO&8lzJ&>Qr%|+d;69`6rS$6v4N`rIN%e`mq{6g_zbQtl{rs9AT{yg-FZ7{#pV2p2 zfF8&zK$y7j)nWql;l+5L5!s|!{9j?w&|6=U&* zxV(p~WX+Zf2EsyLU3C1z$;vtw|M3ZFNcT4ORw%*XeyLdwYmRVV$m!*MV2x{~1p{HB zuPz#8@}HZR{HFr>&nia#M)5Pe{|Vkm#F`oC{4&{Yz_V(7{{*J^`n(j!J`rnuDV`oJ zPrQ~$oZIoF$mjO-@pw`c*P1dYb@y+$TaE2D29xTf@X>Px(K54JLl1%ke%`A(U>M!c^_@7zm&q3ny;&_d zDJLo=h3AcZ#M#Vfc^y4lxLw1C^1%6lB5=AYsj1~^&RIN&U7g;la(%& z;qscFx@XLhFvWnRtMFd->i;ZuY|z3Ty%vEUK*xrYQk37`ge)ozUhym{%AkTos*@i9 zTbxLw;x$vg&mRbyxf7{QQ+L<&=KiQuDfdH4Ge_qFBtV06@E@OZ!$Rm`!qJ%mQV3l1 zy`tu$2P*L!_4&D?#@P5E&0w<8sDODp-SqPQME4{2mP-6T@SD8Sg*^ zebx&4>kH5bZ@0LHX=FuGJuB#c&kF<*LB)9?f{NUd$RftMbpJ0b7m@1yf1!HYY$5%J zqg#D=heFvxzu?s`bz&ZO@KhW_na$J9DdR{iCP3l1in;TAGvvCk74$Fm!B8ybmEAj^63BN|P}$$KvfUxStcrZ{+u2a7GSilKF5r5}G;OJxX{0ugDGyTcqx{3eTw61`w7D zXaZZ>zH+@RLg#z^ZtuCdQYNN2@0Qq~u9jFfM0_=j|71N0$3z@Uu1|vTi6&wHQ$sb0 z7CGr4le(+hgOOST4ptL%qH2w-+tTc?uQt|}?8JoGrB65UH!YGEGU_fUfI95lurdvG zhBf`<`NIcXEAiCgZ|{Gp#AS@FOMS3qDlkOV20~RP+mW&Aqcm`WF{XuOJMNp8N=!34 zCw~T_gfO2AzejJ-U*Oe$&S&+eMmPmn<8I+JweCHtU*P_C6I_PDO>fcM|@RMXOnIrHM^^&1a@rEs25Ih%`O88_L zJSrAs%W|j0yxt&jI$$Z?w0CD9oT|ol?-)=9LMpy`QWCJqvbdCEj`9yKRLk|qKUfWe zT&HR?K)iyUEu4RFbsji3d&6lR0sy)WL0U=2sl7SKuc?cC&WU)(2j03r5vjaZ!py@=cP z3z9D46=?2y33Jzre7P%nA&%gdBbvT_{YP7GJdo}%U+E6Kt$OwGe=}46O+M6@Cp5tT zShx3j7@yOh_;WN1>~6$8Er_>Qo2@ovTX5s0u^_BMQbsc<2Wu`hUBUrWmNvsux!El5 zf%XwIVZBvtK(`R+GuI4T*cs?1>w5Ry>XrKGZ6(M9DF>@B4fr)`EOwx?hHo1akF>Ep z(Nwt(-Hb}?o*Zq4w|1&9r|eWzZI#;qip+9JB2?dO%liw^2wRoEk7;Cubv&~WKJ5j9 z2=Cy$5Z*yU$Re?Wou*9tWH6bEh4ox)Ex-C>xp%F2g;){R@b3@P8B>c;nC7)xHqB3y z@E@vmBsrwrO~N$}q95RETus6e{)8ss@U_ynWJ3PB4?M0W;fe6*CgHI*WV)0v_Jb}b zjQudw)nC|9pKyxJq%n5;R5`9N?gth+1_rt8Fv)K3foG4*_$<216VWigjk13WR7)uF z(vTE)gadax7~wq93(hP@&e~54rg3}0FWxA-a0Xj81-rl@LpQ^Wv|??s1L*rDy&$3T zx3p9V*oNfyP`7Nm!FKAK6!%1zBIgW8m$(_oXo-%?A6Uz5(mI6Viv@sY%j~Ud!7-|l zfd|WWvs`aM57Yo$SIq{TK_|oZt`M51VY_VVkqY-IRKd%ndYz7!;0-mtqi1Ke9As;q zy(K>;v@>7%$vh{3;Hx*cpPqYno}V#!fd(KF16a_HaG946_uM1FofTx zI!$WTP5FLff%*CdtPdA2AH~;W} z*bo`MYsuF1;Pu6}^yL}oUEPH1wCI5qL8aPiH=27Un9E@>_Oo7ruBJ(lcWB+JQezXO zf!+~twIax82xF$F!GatQM%S+kpvy4=q32+M48$ZiHD=KjU9N3&%qM2BM7ei9-9{Fm zrJ6}CxZ(|BozP_#L0c_BYnM9{0<45q-fCL4GUy^%EAJ8SR1J7mC%x9fsI^$7QG8#^ z@CaH>5GYB=G<#es)olVU)wftV^aK}LP9t*la+`+Y!iZ`soB$50G^SxC^bGN@G_5?XmR`fv>{Nkdd9B?Rp(pY%Cao&_=m7Lc1}23|iIOLj1i20TBRWq~559 zBM1~+1u2FFu%qBx0*J*>WMo<|nV*-OQKSJK&rl0@hP4*n?2X(wS%y0!K%T<#R0U8Y zVnWX5$oLw?V{7s?NXBU*{h`UQf#Z|!FDwZ;}ZjFeRr>yEa~YdUvlnQdM~lGtH*vtmGy~x zm43J2Y`1jS`yvpCM+tM&dynebpH_fM&bc=!-Z1thew~H2tb0=O>v*}v_9Cx+Xoaz% z}>~_oVMTz{L~tUZy;^ixl2(6rpqOHTFJJs42gaC#~q#`0g(ZK>od@@V){Z zOFhROy1wt8lGK*Gv?3_Bm-y}@+Ce6cL;4GK@*zK8x8PQC7jGq2sQ55E&PX>S|6x!1 zYOhH}a2RI-pFVD5iF?;PHTC~fC5n-vzhT0BG%sO}1Hyce2ov)X+fF{&-~R(l!#j=ox$a$Zoq6n! zBGyOT_J|XB9|LTtdv|e6DemyJ)Ov8GS?H_GLSN3yLKye`r(!I0Wloz>?flwej5EQU zzj~LwJbo7%_~6IoBmP71n3h*{164b5NZR=<%6(1 z5OH0+UoC5>yT2?)?;Y1O>tC0b^|7)26N|C_?M31u;@qZL*wbSbXV`rJn4#{%0->2B zV&~M`jX%)3ic+!R}|_`f-lI{qogEG&i&CK9+Z3+jJB#X)mjC^KLl2)xHtMPa=>u(9UtzYz`Rg2cp=X>iGAGJPU4u$jGk_q;pto)xy1x19v@=< zJm1Wbx-4-sh%;&5jUZ9vc@&>X(heU7p9YA_n#vH<&RE*@TV7KUkw4B01R?S`Z$^<{ zoe!HJLODiimOKlWH5>&#t20>=ui{w-gI#A*!wbZO@L@?LUlL0$imQ0m`=B+(x0rLf zmM|Mxe5Dd2fzb$y~ltAtRc=H4R7GeDGm%I9|o` zG#H$b!VB)e0U#`IPS^mlU&RAOQjMM1oDu5KWw8!e zld8H3`vFwz)772TX{aNl3M=_o@-;A}E6Y2}L1QusMR_enY^Fr}0eD-xQf>#kpty(< zjcz}gFZAK7n26)G z4lf|q%GQHw)T%=6I_`0S-WpcL!DtstE+hC z9v|jaJo(?=|0U!riEoS?weQf{0pP=pM21n zAh%!S1#d9SWY~8X?J1wVn30 z+pi91p!>z9W)sTVuP;M)gK6yDT<69$ywzhz<$9wHt!1bnyIgNqp_9yXFx`RPFpXd) zoC!i4pR_fdlropx&QpKaThvO%*NTGpTAqe4V~Z+$g^t*C3%^IN{t3ML^**aNH3DA6 z^LSc%CXK*Y@{vO1#d9-EAT+|+86Fi*6XtMVShPlPj}-98z=X^Xa1Nq|h%#UVr!y5g zvq$xB*0=|-z|9(O!%x(#kv_#cB62I7xwwkQCwJkovD}5!t7T%z46<+Hy{d2GDXBxH z25>x~q=1gmF9A%YD@=E8LsyL*%vBr^0dp*zf~~rN-?1EZkQpJYM$KFS{+$u#nc46b zweX}qh$)#3Z-POtGqxFYemy;FLTh>v4QS1;)0~SR$ph{E-q708YKBSW$}mK(c_z9S z;Tk}Q+`68}$wLV-a}Dp@#mv8pxD_#TMgm21Um)n@j+y)3vm-W7-(gBiL_bHchNGVf z=%h+_ZhW{`?h`tJ5c?yISY73`h%dJhBwfTS(A;&%>BL-~4RQdK^7(L&xz%8#b~6li8SzFam>E6YDmJncgeF7rIF}}{T}zjX z!~;83%{!i+7z&cf&{F2bfkI)8WIpmiS%P}r&WkD{^Six35HgSRW|a9HNd^LCIYuh% zM)x3u5G3R1n1HO?orYal^qt|v)ykMu4!YZKb9u2~o5yjC9uM~3)Jh6#kQeKNzN!t2Xy<_il78#1@+ zo)g^01U&K_CS3&1>B#FVT^^vMl{d&9)!*y8>;zQ>#l*;*3#WPkJt2E0@yH> zX0~g3u8fU}31RXzJvfz%eWh;_ujyH@Cg_IqdA+?czVi;#-DBU(}QE>u5#0&ULR*v6tvC>;*j6 zxquXB|FdBb95c5aa*#e=AG}T?3_jU&ywo{|v#3tYWEIsNhH@+?<3H^AUhkeSM@b!n zk*-yxoV^F+>=}fdnD`nEE#0yHGWBLN^84@Ni-ZZ>7uVOZG6 zTm5)J8+RDs!VQyfPeOUB9nd{!bX`I0J|U>!qEy1L1$XI`;W`d|D^bqTiix6sL?DNw ze-NxKIoV3{0^SF2A60sXYH%ccBY72ln6^pGvhh%?J-$C53Kz7YbmQ=#X%M z(CF2hm)q9>@k1r^QjO7#^b`=ax)ZZPAe9v8hBvI>Wh&(zVKBO3^9}Hxo@&X_Et{4@ zKU%!Q8!v^ps#$K`(%8A;a`?9e7q09Gn=5W;H^Lp0iYg(`r@WW^naJdbDJ`Qayt2mL;19NT3ilcoJwK z{x%EoH+_XT`UZ~R*h`Xxb&t9}gloOR`c&9jE4Lx*I}O867=|C^g#qg`Gz?MS?$ytG zV)eFa*c=P4Y_!7JO0Wg)4Oz2l^`qb#6jYXLfv-);TLI$KfV}GJ6eMLeYPVF|NHDnd zt24bvO560FdU>Wg1y{0chl{>uW^3W@ptT3?*qCXJ2bVQLyn^c+laT7QVe?q9dUQ23 z!)2r>mDJsrpc>j&pwUdSB%s~qQ2ZyWuZ0fof>E)=;s1cc`gzIjfSmyz{f%Nq!Rc`F zi|#ZMVY{WD!TE~Jb;O}z-L-CFU*Aa`YLKfS^nin~zSO1R(*H!kkg6qSb z!KSg`(T^K_G^qMjkAC#(3m)6UFbf30&;qPnv%xZEgWMfOWwH930Y~0eA4ePfw_}ZuqHQ0#T!BfYBr!{8Ed&;bLpdDrDi47?BfP~L-tJ8$b z4nd0~ZT+wzOXUJPal2Wa>|nYme%FCJ2*FAiFKs51A-G|xIu@*1_1LlCg2%16@KHU? zv#7ux>Mj;=HKSh0jCw&{Mm-)Fb>&<#>XUAmsx-qYaNwBO@m8$@b#yiH9BLzz*jg}X*bOMi#46DW;$J!mrf@Foh~m%r}PtZ zVsA2IL(^7|L5ACJ2;oH7n3;h?gRn8}8yd;pj2{bw%b?7x)4~%5Xdf_nT4709s8~l9 z2GfnH4qPtBnucD22My~$B(3}I!UCbmyMxIa<|QxoiPu=}7m(SyM5h*s8_%H`2;MSd zT*t=sfIuUK-lW?zi}rkkCMfV9QCW43-M86FnLw?bFg`K6qaX3Q z|1Euq2{ePB(&+WjyNl@$3zFzXOd=~6;JBESNZsG_y^?KmEx*AF6p<5v^Mk_;nI@4_ z%p00cNu|7m(D8(VHTp}Oaya@6A8^g%%PA9_SYfcaNs`z16{y=$lNe2l5i@3?SB5eTkLN zCPThpDNP@b!EzCiXFceCRHVNc8{9n^)*_Yh5E(z zyv)%rcGwD7j#pa~cv*R^7S={(oLiSw9cBD16}Q5gXrjwS^BQZAi48pZDxgj)&MPuIBCmdFn7WC9T}D4PcC;-NGvUdON| zyBP-M65$!{a1S7C4z7^t5d3!2aM-0#7qwB5>R@2=X;RHHsp`I@ie_*GM`<+f`W}Ri zk-cF`c#}A-d(aP0MggKTdB1a^#jDFNY>4Y{i`yqR`VW0kjOm_Y2Ll9F(Q;TQB|rI~sgRTk#5 zNj(LlE<#M8&bEQNp znlFidbtu5{Sq0kX6lnA*4%(pe?9RlEONPKlH$qRRjWr0#kD*S1p!<%NG(zSv+3wqb z5;JO+E!pn-u~9MZPfoVOsp5=fQcEWGV6xojXgB*EIOCABMX63mf>y=K=mP zeSq(UIbEm9XEAdwk)-pRId>c^CBY!qkQ6t_DRU0zk=8hi4q1p_6T;}W#@A=h{gS$4 zg)-W;F<$gFigThma?Nm5!+(6T8wRE~3At4P9w1kl-&@y!SQSF2$f+yQ)(*k%LOFG% zq{KU&Q#X|-P#Ai$hD2#R5J6eB4ktw6GaJf}g>47)uV*>05N7TgeqC2%v~0YWEd zHdRWLjFWAB)I$e*bj$Oc;ZMuXGg)??;VV1QZ8(AtM@gLB{rwv<2U2CWrJ*FOfNF^X zs+wv11FHK5FdFOkFxFp?7wcF_n~3#g*N3f64O}81Jw|)edQdO7wd(Ejl!o(F4Cf!^ zg%k6}G@Sj8&RZ`-d8R8ilqCew#49&EWdrMh5=CXzpL&6ldxB_o&uln;<#pw$TObTy zlIMejXe7QQH7-@6Ip!iNNw9+63l>QP`JGJbclgj+Ivj*Dz@}?&h4G0FhXm@!I!RoV zLUqjm4vHr^S_~sucv_5a6ql3j|M3FLJ`R@sQC_wcl`Uz&{FL{`Za<-jP7(h z9v>CKA29(E=|haC^Fht1o*f7B7KA57vS`}b?BKIK%|(r{sNq&oA_;z+33sQdY!2itWX)T+mWg$BUSeVD;bvcArSB(+ zxujxeLB3!qO&@P;U91P)kJ?)onpM1Yxkrfz$6sgPM%h?%zqJ>ZH)ohYz#@%*86Pc_ zx6t!4N8Z9Z)A_4zbe(_-fo5X|M3P$*<$Afc2kMeW>l3qKb7tL|RjbB=^UgyLgbXU^ z%!bp%*)&XggWNgY57}GT>zs`3_BFpsjqTn!2+zM0eLcAl59`Gz+vbL+xTK#EziDUj zQvOXMRsLzC@2?aJlEMZlUhexyA7rj6{~PBV&YE&DlT}lGC@`2@6n(Z=^hNh4I5D7SX1 zP2eyLU{EEGxNi!0l-@9k&q6?EGHmY(;pPg(WRScNj_()`));TYms}0S%@^S7XgEe) zp!k^@7$76VZB(!f`Ib;+VT$>IyVV5AS621uBfEha=VBkmk%#=p;Gom5!tRTYhmVP# zsJ^u9uCYm&g?wUnT5TS&4i~SHQmg(}LP9Qt8w)HH^Qvy(g<9T>LxJ_=wDj4YGW42K zcr9=q@LC{>6Y*+z_|D0UGH~!^dsr-)_rZHy*?C6km#2%PAx`1+SHelOBmtpA=xNl=NoMGCzlar7Rf6x<=_LuFGrU^w$W80<BlOYaSvG`<5l*=($!*&9^$%r-Exj%nN5gL(sOni};%XjQ7S%5DKOW;OOI zqBp=FYl2beq(BxAG-e5Rw{b9Ja7TYT!EjcXn;P&GxIsm zW-hK|^KrA&jg2xbE&Xz_(KNrhO?+^{#i}qsD^M2 zz(0Gg<)2Nbc|yv!hIa0pvww!z68%yc1>|tMQBcY4ob|o`Oo*@VFeTH``w%SX?=PT} zYB!zOxHRmLy6_TAXnnUvtIGH8F5)Z41VI<^3N&whf_dxXzPuIvEso%#wHnrJca1-_wxOA3dlxTWxvC)~=RjEu0qyRg6cYfOQ!_)tI|_5=~|ApOrU zKG83lKok40_qilu6eC0dBFqB;`g#U`S`ha?WZW0?4E~=N5W+KvGlNl$e2_?d<#9{=$=m{`@~C5<3b(; z|1-m*;$X_^$rqL{F<)C@j0L%(=@O>g6MQHaQ_|Qn_97x)w87saH`pthp2o}FT5!2r z(w1wer7ZU@34<%kqgvQ*;Wbo!)<9k$Aq(gQ+D;2_%YtBVUaJp-BSSnX!vwFzObOMd3b@O)hCZ5&gsYtB#&3HVX1ScJ*vMK=uZF(>;-x=ej+arecCs?Kz1II zE5C-ewb6=BtUNXSX}JZu9#M=>E};7XIq6%B+XeJKHMaZgfw+KN3n$-%?jGRPUP><{ z`ZTU-0Dg`U%g^ChSc0QNgFAPQj&H)crK5v!KqvCQ5+rszIxgtbY)a;i8F4sSklf8R zR`GE3BLr|b`hkE`>KLacCYQ%Pz_Enk|I!%NK93i2VAE;D<0qU$;cgcrH7es_Rce)e3@Xh8zhx%)wJ#Gyzrqpho6vOVdk&tXc2y4>A=W(} z|H*3POH)w*ju|{h!}xwjI%m78vl)&vec&MbM*x9&N~aSLPN|dasu*5-J2#!x#$m%) z<&haC5cZFxBv=ppf}ZA1vFXU>keUugvHt5B)!*j05`biz<0||_HV1uj+8j<)5NuyN zQ?iKe+GCFru%)-F+NwZ%ssfEZ#X%c%yDI9lD8pfJ)zqjgLzfjL^Vp`U0jMxVFI$_c zU9nLyu1{`Lg;TkrrZVh;ZK`fj6LfbB!ma|W&rheSu3AV^LOq|h3ZQoV?XF%VC;wV9#8iRo(G0A3!pb+D~1lFgF$!C^xO1yRoj)G-ae`W5#OmJ?X9c)-e~u`iN90HLG&G5 z&T#ZCv8wDQ^8l3*;r#)PcWoMfF%weg(n3n~Z#8DZV7A$Sd*NDEYbAY`BHwq&w~!<> zTpEW<)Na5|t<&N5YMl!Uz;aIN{3I(E(6APBhOH53whLu8Ex5-7SfdX2CqXtMHfq{g zu606n5c;RNSr~G`z?KG+^;w)|yPq-J{lu5;q95Z3Hqw(gV(aDLB;A4t*I2HH;WSht zH6SHZQB9;^O7ntlNx}5X<{s6QmtFxE?NQrgi{9m+Q?KIrDF~rNW_lVsbde}yYi}r~ z3gH?~sF#8(GodC1NZc-Wu+l12UrvXuDY!ois#}mZblE|xjHOrbZTS|cc-h{BikWhp zb;e5YI#`GK1`WnEq@cnQs^cMC1BWkf&6cMSKFN&X&Jdt#?`o9fWHb#v8skyPi(9YS ze^Dw~b^u6~Q;q9_&*-30Qog^-D+PGiN|J)^I_Llg{F~kZE>oMUf^X5%ek`x^X#6MZ z;g$}SLfVh9)|qf5x6=i-z8W}|GX|7^^F>IMgbm**UkO%3YN=f-yH`o+rE0ifMS_S5 z1rn1P*i&drpm_qV9_a5Cs0g^g&bW{X-X0Uam^AB(yVc9ZdlvWgOzgw96Wse$*PYD_ zbfymjN$-f@p;Lf|mcjT$???hmS=kO-+rUwAUUKr$3Z?7|@Q~t!(p>P)Tr_1%Y7qm# z)$j(%2{K`@gcSRs+bquY!2DbQ^%d1RTu)n`hS~>UX<2>&-^Y8sCGkq;lhWe~vde|c zE>?oZVR%!Nw8{AorRV5SdAZl5A|V530$&rdY9fD{M~h(x-$}rn&nS4Kr{T22(N-Uj zO}%^q41O{U2AKQa3w32-ovNgPSE)|{bN=d~?i2l?l^eX;12nuE;|<36OkRxRg^yLj zc+Amc+?9ep(>p+4!K2%mICsKd@~qn3P8?(F|F{O|LrYxAOTJTpd zHw+|t^KkUMyy$ua;NZ?;=$gl?#xw`d<0SKcpV_@go#E)Ud5MIrre0Z$NH-SQfckAe zM%u|!=4T$Mw&&~hTK~M4Y4ulmX@#w{?(?OU9i1@aEs1Txgu#ZYjyIR|@u=!V_6l#- z?ng!1nqd*H$*>j?Nm`lVQ2`6vnZB@`N)y<2=UUL**EHJU+R_c^x@w10l{(zyR0FNq zhD*L%(A^hXt0X(t0R_b}Cyo;|FYSgE~v7pgux2n_JItE=_ zI>HQ|lNQKG$++n|Xjf;#@n8#h4d8#(8kEKEf@_N!yMpQtmf=EV zm+Ti$H{ikY^fZ7EpreNdPeK%+hISogbk>xi88ZxR1T)|g;odb+Z(C}1ptnpjoUH*a zCTrm3fL_`3l8G8PIBNK+RpX@+$yMy~pe2M(DRJU2Eg(MwA^_w41pmo;RE?c9@E+J7 zFfDsi_Ovpg-t`Bl>PuBYxdYhCB@>2ib?9>9^n>xAtekEd|EB?)|Bl$)ZHfw=$P(eB z6H$&(CvvpKJyPgs=?s%$j6&@adtT;fmuTIy1X@nD{2LV>A{oHeLCYg#Wr);8`U|Cw z=tOyelS1ySyp?KfcXmM0W3}|2&W48zT=0T*Ow|5fheYk~hq~%-8$Va7H6{g?Qv#xw z!Jw=G(MvKuivdxM@Mr_VHGu5FlVj0uO@M?jsfMq3n3O`K5GkES{D`_pUNlAQ#&G?h zS={M@=WLQq>(T?IG8ECx_ON1)=vfHDaCEzXM5+a+!a^OlAi_dO+oO<{;FGl7+}*!t zAGeSyyA2z8icK>R+l*|lHX-(ijn&X6UMi-cO7_hv_di!qmTK)7kdIhv*D+jADN9 z>1_p3{-=y`%ei`#(HBdS-1^Q2;r(792v;l43$9iqej>%Sf!_Vo#X&`hsl@`WB4YGe zq{VRbX&*Y02`WT)2@L)O5z?vArHg=B&TU8v7lEN0-jrbiVSc_L!=u6+W{u+u%RMxK zt$}Xu+xJR3xbXB%?g8li3P*a*H2`HnPA$r7!Qx~%$5(e&r#s~usc-pQb$c*kdcQ{2 zZGkI~iT7eB>`d45{u)*S)cb$vW{<&UMrPEtbU zCjO?y=EU;|cPHRK1#ou^jPIucZ=6qzK!)Z`bMgLf-|rb z23hS4LRTh5!{XEH%Mk((D2C z^OI)(dbN-wZ-_h1ULzs87hmH_v!?|lq}k*5O7YT3;m`X(&7eZ>2d|U1I()K`^bgKCoPEW_Ox9%?hoLmf z$@mX@zHhka%W+)>gJJ7%GuCI87~D_Di3zch!XTeTk6I!N%x{Uoy8yfd-E#6{ zo)2ndI649U$!e;S18yMY1+0V#=f?^N0p}_$W9z#i`ns_(GuwgtjyN`1-M&4M!4HkeR@mIh&4S?uYT5l4a!2Wg4s0vj9D_Rx zTAdm6leH`5HeTY3DcY0e$!e|IMyH%{tH<_E9m-5#Fj5_!gm9`k2No=pZBS&Do%Npa z5-?SbW6C?LWxf=aa@ZlUwX{*fS*~48T(%jQOmbnPc{Q%|Dd=2mhwAMrj67c2Oihy2 zVv$K(!H()qNOd2DPh@{^(z;p=rwuahnXyae?R7G#9necXmeB{fMmmcRP>-(kU3An_ z`&4umE04fec|>R62rd#ylI!mJe(CW+ru_J#uhA=A#VZ}pyHdO-TCX(0_hCm4wk`$5 zmY5)KWbLx|r+=>eLoOM86BBEr53!`{N^mCTC0-2U6WuQfMplrb=Wbo$wCnj^i8q~ss$QUoUf zKPrM}VglUcwq#g~@M%9O!=u8deK9@i3(G|`%Gye|E=+zcoIB?yzt(>7zL;P8T_6JR z#dq+ZtPX*g@w5!ae}ie+8}~C#?`y!w9b|s3jr=*xnzmm&&r}so!-415+KXJY*i%Md z^h@US2Yoo*G@`K7;-|#s?rmG>M3x92orrRTI?*G}C(oEN&Q~bEw&!Jz{Mtvy!d5EB z5qpNO9wWz(;YcgjtZ-J2q}y}HTnfsabbFQ>JD5B|5FLe&o}}B;TnHjzA2qH;ISij> z6`=EQjW36~{D)$5I@_#M3r>nTr36SG2ZOR^;9f}2#^79&1gH3t;asCFGlKKUdEk6f z5jc-G+?~Xd0^=IFM;TA>f`+=*cQ&eL@+_fBOUN9HdWLfjXDmw0#-g-jM~_0F2c6w*NqRzrO2bz?LPgOj2vXgL%p55^3hgxrdlgQgsXvHLO&FftE_9tO`m80 z|HV^z@%3sj#@OI}locPuCRq;Ml(0!ffH!=q5gfdNa2#YxhSOv4dc5x*?jTo>T+;V8DgQ(BA+l>hYtK{$zVUT_j4%@YZ&kHiNu+C}k+ zU3n5D7q37hJzL?5wlbrmR?t>-B>t1ty+MaQA+eazz7z(#3}eG7$1Im_yWpe3DJLdC zM*R+R%K5OdsMMq@P))_ua$MFkspK@#a~kF&KKP0$xg%gjXA{bzBBFPp7YIW1aNdlf zcVT{PLY{Qa(Mr2SS0JRr(PciXG#L{w5!wiYGcqO<#D_7Fj7g0726NA~_9AnOPeQI5 z*nfMU>#f~7z)7{Q;3?O%#vrvn?L(Cq`{N$}dqfzU{fCTNDg#sUh?(}Y;ur#~=>?b& z3WO%3P~5g~bd!i!NDvgVqvs*chNI{D;M){WtRJ`o24@scW*8swL^fmbbdM6joNv+= z<2-@Msw_58-EXz`Fofl^342)fN+@(Tr&mJZuY;?EdJmKSFMUWK(*YQ7e-}|d&n02b zN+@qk4YU&K^NhRC7R22r({N{)&Z-h>J}_cdLKS&`|4OI_7-L`e!I-INkk!6I=*lGA zj9DMy#tA;2VFICOK9=E85g}m-@r4ByjYot;dUm7}$~hfXLPi;Z8fV8Mb7a`CChyYo)L%Kyj zAta;$p1Y9H`;nVONQkjOQH>EnMR!POock4kZ;e_PZm5@Qd)n2hYdW>srDjP>V=@Y- z+A1*QJ4|W!=o1JQ7!?9KxidTM7c_bH4P8!{{g}qAPHO$Y_2I3ZY7>fvTG%G zO_^7gcnP4qgMO-9$1cTKD1==dXBzbhkush*Y;?I8DDTGTxkIo7{TgSXlMs3c<(uSW zT#*C?KH`T)Q_*x0uRyccKQnv%qc3|!U&0YwrK0KEH!8FBV+Z1aDWSUkJ0AFb=Ckkl z@R{@z2v)iE0}op1IuV%01cq5wfmp&3PGGtOnEnl8x=2vsST7KS z{}tyIkR%e?aB3`;mQms`w^+c{o5Pt%K_*>2UOPpH-TSiB~c`6$WQyOeTmAVs*Q!XEZ`)fw^1^3F0e#6X7vrSg&I0j^P? zD_W^z2ArOE!6BCJZ-eF=`5PO4mMQmXAIil<7;nD#J0f15aNfAN*nA5;%6Ns0lUv_u zM*R*i_ge**`)_H>HH_7>GA;&!X;~iCYj}{?@H3w^n8Jodn?I%nWMXh$s}F-CLwq&E z1VY&UHN&GKCdO>$3kwRHM@&q5H>BsyIUU8sq$d%!4fZdlb>LeH*R56>(|benI2Qft zPzZvpSS4d(U{ojC9Rv#(D1{l4_Zwe`MbPuVmXC|vu_Ax>m4e1=jh>u#b(YvUiiRV z^zy>@(4i`R?J`ebHdTkx5YJnk@g3EX%cRcquyE zIRo9zxZmbf2oI<$3!wUMN}Sz8dQU)sXL#2R2!$9uo$hBHu47vYM`9iq=K z$QUEc7*?pTr=Of~Q1*PUv>DmdkMjaWxM*>HIL{)hCi3Sz^_hDjPCFc3=>sx3UW80x zl=X5L3@{()GY93z+=|oekh`k_-E~1()}RKelqAGD>J^ol8WVY`ff1XVh#F3VPTozv zl?itzXf{=aIA0ealjvwuZeFJu>dx2em7qs^m{hy+lImC>RjU}O>czKiZ}n_AgJ%Xh zy)?H6JgX-7OPSy=&P#9%*WBYv@bnXVVqZa_lu-?^QcfRlq%82(=YCX#dkjnJoD6Fb z-taRsJSx25Y@hkUax_g~+iQ;ntv2|3yTSBTNtW0nW3I04w%$9>{pWJs+WmPT0kGX? z@t>Ub`6)2|lT67C#+C#&6<%_p_KvNX=QYT#f)?%n_g9)xF6EC_pLbPaMTbpOHJj}p%k@P0O=(h)fA2r{ED&e za;Jbf!#9B>H2XpqZoET>U&AkaL&2tB_=?P}m{4EE+Zf>s;;X=;XaDYUtn%zOV&V#N z;f(9Kko*srS)S*^EYef_OdNFjRhaXACwxrw#Py}rY+a2XR7$y zy+9BySDY7Iu1NDlLhB>Pfv#=y-L>t*NDF8n>O)5|tcAp4*R~H3A)T9o%y4CvOW*m? zJ0e^jVgh8;S1_koRT`TU)ZN^vI_#L}Y}@u#AA}`nxqsm$6_LH~d4V8g59iG&dpQd& z#P*PLw6;BdjgUg7wa+R|&cwasmoV66JR8n9CWsGb;smdt3EZQEGwx;CVc{*%{Z?B_ z5SC}r1ePx;y24_opTPXN(a9yF!zkmq89RKn4XbGi(B|49U@rm0@ zf*oNat(t_ZoOl{&PpFNIxeWy|w=NBH#>V{Q`NIb!u|Ku=+xz!}+QQhn-UnNzftn3?2sKWyHp2u$!8|6zqr$(%vf&F0Di{y{mOP8eQ=@Y_%6*q7T-c!0S>GPj zzaP{K0SnQuF$?}h_=$4g=~FzxoRgPCKPY<^Gov04;=cew$oxZqjk6N{bKhU1KzpqM zjXuRe8+7jb$)>|&%cfD8ZX>;b6&0mkbJIm&Sw9wBG#$34CR)`U z6Rp|uRJb-!j|3y@*FyvWq6niP)S@Ur?eLVd@ovC`spYe!z5jJ=R7?Pq)828atZDD> zR1*v)0dvbH;eYHZR1a0B+q-MhKiO!uCL;Joxp2~cw$c0dY8^=~M|ax0#zFK2e2pvZ z9pT4d(NNb)dxx)Wc>b*qJg&6&M0j-Cdn{w=y$X@BAN2hru^)!I`U@NCpF5#WaoqkG z2Dxlc>Ey(VIQ~21v*-{_M8o{1et!eNOYnVaNQ(PDDfJuYk&aJhIdbZ~9lqv$r}9fl zRSr&?$ypa0Ny^P~y#=?G2XI|^voX8JEAiV%A#bO?Cu`dGxsL+Shof`wpRBelIZy|Z z_Dx!cP<*BU5PZuz-g_E2NF7L(Ip1Yy!qjO(o+@T`mxFe>2@U#G7C7X3%LJ^ER#2Up zt%Wl{7JX4XxFeI&z_-M4Uu~79!|l~NyZ&RHnUT_bf*E*qfr54^zZ#{~yk*av>IdhCBVy=b76oHV6EBZAnw$!V}^txrgMT zUG9vRwg8vOFVR?PRwp4b8-ai(9Fw4@8ryY-clj2`Tio7k%)ngWg`%5T1mljC;B^2E zzF|tdL4z?J*2=Ji>UcOl#w!GK4B?Z48tx1MDk#w?$x|s!gK(&H@ex|OV(rWKOLQuh z8~{RLE`d_CDPDfXL4Z;C@0nl{FNrp?7;MNZ26%Hok{EQ?_p71_G8K~)eT_1sq9^f6 zug$wsOxx5eO>p7Ff_uL?LO}1# zq&4v!0k>2DrJ-b0lzs?ZFd_EMq#BT3#lZ83q7Q37>zzjzeSoCHPRGiIK@@KgFf11! zfnt&1BvhoR>C{R<3xT!~?@}cu(1s4z4J9n_Itz1lfeV=kpwzOyj^`I|oS>~NE-&(0_<=$-VUYYm(9(}?~ zRcGq%{Jejt`=oquD@(Z43%Mr1yO{v@4ldk5IY@aUg0t?q=s zq`Rkkhg@GCtz1MWON|^SQ1>~-F{8M^bH7r!(X8?rW|dFnWtAbI|Hq55$|X5% zS!2VC6MN2HIn=#03v@(~xN&U4rxE^bM))`LA{-Ofzdi>DxAbK;Yu{WD?U7nd62j-= zl>*`YUgd%CUopb}H!s460pSl8L->y3)>tN6EG`Cvop-1^u=%t&J?ui-f{w?3d>r=D zF}Vz=do&DoMSl8hbz6#_JQItZV*)mhlMHp|=jED6=P{8+^AhO{AksO-h;(C-4k0qT zWy>b*sJX0MYlWgihmOI_TS2urlgxj;_9aZKC*-BonLw+Hd})=Q&XHKYE6xdMrt&!< zeLTvpNTR{hkSm`69~D`8VghuJbTX)ZkUZrI?~4Vz&td_&-A6!TZnyJ*uXdA+By`Qy%4F*rpzRxh9+Vk7V?hX6 zL6F*04%S?14i2C%S(AG=?vvHQvFyFkR&}OYE5rSU)YugQ{H#B{DuW-(yz*!tUXdp5 zI1b{<;5G0uG49ltpxqB9(y<^73(_xhWp@(B<#r^_@$ye4pR_w&Qvl&ucX=fv+=?uE z76?Dx3j`5o#Cajkh@?-Xw?5Kz-?Er!2Q242NUQ3I(l9L@MplFW7?x>zC{5h>G6 z9>cA|OqXs$7;Y6Y0kZ1l%q!;`n!URzONnqUeb=`<_#Pi*C8)YT;N=vNyjOXFAS4gx z%_w=RS%|0=PKL@=yL^2_KxDh9~ zoF;IO5(mgjv%|vspZl%C$tNTOVOdENSoV!aSunV$)60V4$HA2ae;w8V%lRt)lhxpi zNfs7V{tKgHgP|zc1WYg@Y@|8Mf<5sh6R@k>gAp^5FtTn-vy*rO*NF*5$x@&af72rK zAY<-l1u^%dG|U;>u__CmdwiH>!TI0bzbtskV~EcV#ecH$nW@l{ljkt$%a36xgHsmj$l}if~!* z#rTQJg6UJd_Lj5EGnWO++BATTE7ttWf}f~ByIO%ppW>hmx-9sS=wiI8S#I6Z*g1-Y zU>mXIcMLCRpvswb*EH&(bTH0ijqntp#T3PCHNv;VM#Y3BxkebLa>ewd18WD!;Dnl> zJ2jup3Izq`r$G1)wTL7Krn^8`BOrP6e3ZdHa;LJsQ#%wLR$tTy5?5((A|$#r z_~bO^<&(AHT|H7g$q;LIaQv5{uJMh%l0R{-B*iKG1{mbpG9>3=x$tZ0Sp)22ERhte z(y;5yW8p5)U)Yd;Fc0MKCulNX>h&4t9L`I<#7usddVSeFUye(?7z}#{GFwLUlB)l+ z=n+rk;`y!YehDBa!TGHrDen9R;eIf}d8Fr?bp`okpDt+A$Md~mvIRcxsdhj;C-}_K zQ%Fo%PeNC&P`Lyx?fEYD79}Xr(T@dP2aQSbA0Gp8P`dE$p@E%_0ob0+Z|zZ#SQI7xMQ;1!M*_8BNaTb zcz%UCa}sp?nK;W&w*B%F7#59o^XgUxtim z35?Q3`vx!?>&qGIBYCloekP6eex8)AuRlzN*Oa*hRd!cyc*+J=EfiqWe?kk}cBhGr zA13z%(d?etaQw>a%Kx9eH-VGmsP4xt+p?vRZ|wE4wrS%-D|>e(tq+W_g@rBK@*xXb z1`#6;$|dz@M7{355GdxWbVT2o50x0)Zcd03kqtA0e0{ zko@?6U%fiIdwOd6m>I2%_+af!Pgm8e_g=kv^{$%P4Qk|+;)C{-^5nZnO>}~v4V`?% z-jEYN_aoQrKxTQ;*b~lfKBDD!N2V%PCs72UPzTTBZ)vVLjZzparElE2RbYXx+$+>) ziY6HK5|zhWApu-2f!m`JVegtim4(V|p*~A*knA*F$aq$U5G$cncI)|OcL?`2ou)fq zgOo4(;VjJo1b0@#i5zGEEeb23JO~ye1CCM%I+p;q-0_%|DuBwDQS_jUQQ3MH$V)&E zv#7El-g64Gvs@^G7A?(0j;Q-x?@nB!OW*;yb2|EUXKXzcp`PM?aNl5+U@-_^ zzh=_8rBa4(yjClhs5*;;nC~YSJ1p#VlxvN>TcH&*DwGLq(~d;u&0E%z3NYzV2rADW z#WxDAa?=M8s%5N~{g5x+p$Z-HwnPkFMKe+CL$um-({=f+x8DrM{hW}_0vvjQB)#ke zU^zG5cAXIvlU;6N5g`F`^KW<5zuw3~^ok@xR2it{?nM!9m!o~8*E2$_28$lFujnF9 zV~J8eH3t3qz9X(YIr^UH?L!>jw`Z6(Sv0rtv;!WmoB>>6-Tx>Ez;q%2q`!+sh3Ssa zABl6HY5RNwjAcVoaK?OFPr+*uB)FO^$t;A~S+Wil$f${FgbZDw97}2HWpsBxm-@V{ zasVRI&5Wmue9n^{E3lbcc45m7+>hNiD%T}9(Azn)?Y0p+Ew+lRyDZZD`>?~t+g%CV ztUIgT?|4@gn`OowHN$Qie&KPClP%S8|VEj zoB}&Y$BnTPhK}c25R1+1HHkoxdkKwi+e`e_5l-(a7S#q~c|*hMy_<#{_1>8TT>qv) zcO$+Hjj{Ljtc)<2q&`6pllMEoK?a|e_$j8wC(}}c>QsDOP{Y23@5lCwSO1a;cdu_V z9&EaxA=9AJ2IcA;RQG1#e1l2#^|YiC_sL}=)z&PEM5h|Ta>I~lAl;9&``xV}$uF2B zKTAszsvPl?Y$UlVt0ER6g172%SgBkWIeXs*RifKb?^x4RtRdvLZn}Ep@4)hm(!ETeGV8K?Ofd#DR1V+0(=vEe0)@LU2Nc#wwq7Crk)RYf(WY=PM z(%U>boYW)j3v=-qO|Q&Ets>@XHGug~N>tZnTc#DfV+4x2wyLK#A7nHhWH%jTG#qp_ z8yHjTj*|~z3eJg6Ov$x(2tUGk6M-Ks7rf`Pba{3Xk>p?R4%YiKldkvf(j>C%j5Ms% zv7e1F-P@BkE-m+L=CZ#kvq0nkW2NPmpY+ z8P{pFY6!My!VNDu8&B%>>KtA)F_WpHu)i4BR;gen6ySlfox(Nex02ecif_ zFO)(AgXr;eMA;I9%J9I+%mXJS@+AG-btdcQgXuv9f@H4U2h6b5bB31H%0 zNEr|YZF@|Gc_^i4fH_~!2PXV`M!cM_2STkvOdp-|MMK5S`Fge8l(>N{e^vQm+EcAV4V7?;~A!K9mtRc!Ff%Kmlq#I}RmtvtrD8gz?)a`i5uvPNr^OYJn&MyW&-92B zhCD$GDQ=(ZK1IWUD<3a7@M!vz?iBB4V1QY;4TcLu@9w^A+gg?_E0LBQiq0?N)~0XlZjR`j;Y~HV^diNtm&=WfVd;u@DNRu=Kpj^Ug$r z%48K92_|b2fRR$qpR8iNrc;V#>pL1r-ZN;}QLmZ=WZ}<{lKMn6E;GzM6IO1J*Au3f zvRcNntH{_p`rh?O`=;d3s^g2+Zw7Z|siqExK-JxrW?aX!_7 zgPSt%Pa*t!ub|nmUHR%bofD=sayk`w-|hh4>3^b?=yufmby`%N2~_)tufE2{& z@DiUS*@iYxBb!dXLTn=^(VsL956THR4vlTzTzKhhs!_jFmO?}vNcV$Gv>IoUT$q+5 zbhGOP*+_D*WG$I|iT1$)@^5*f)e}Qp?cIq0UVTdHnO=2csJZ<-Cey2EOvFbFDZMH@ z!(fn}Kk`jRFDTzJ-SWFJ+q&I8h}^2s!LvQUL2zsu$PCPWS0e@*^(smD$ZvchGr5

-+>sQDAR)P?}pV&L{hIX^tnhbXdfrIYvgAm8y zm+xlKyx8cjb}tC9z_ssW(G`blTAG8wHOTcdj3_dKYvE4$e8KQc7evw2oQ~BlzqmXf zwyR~}k}BOi#)G~{`HL$p!flyVx!oD!x}n`h(#>2a## z%{j8{a(x#oOcl1HP{0bYJ91RI9_4aH`y`cY=+9!iB@*YHFO^21zwv;|_i4fwWcBzF?neZXl_Jx-q5{6Ph z(D8w2Drllf`e}GaFv2cj?g+kp=bga~JHGIeOGkqp$TJb_g5g2nxt5c+ z1E}arsHpOs)WORgI(Px^;EwE~ECTpNtelQC1t zPnH;W9yK%@zw}`vI)F%&zhI(t8bDm?J_Cq4_-ls_!~ptgc2Vm9+DT8Hy8*VvhHHxq z)*?{N9E?L8sAVF6pSy@@afP&~B2ogfiYGQ(t?mS3=|}|0m!!%4^dm@O__+=p2!^kBC@Rn_ z-_h}<Y4VZGv*6e3JDFQiQJc$o$#HvDo);=w%z1-pzR&UM+afYs-3Ko5|M!GZHm20M&D0H%MYgl7uQ zuu}OPE-c56K)=xUX}I>~$T#;46W9AlP-d9eL6z2sp-&kmYTt@4x9&v&y|MaK z=B()6J+hc0ICWmc70@}qJc~pY|7vF@Ffy4iQyQ)rsSh&zTg#c>zT5Z>RK=LEWSO8} zqGpIP6JIhXeL8sqXUU=y`X#25^_e>9V@aze-d?s^78q^G%#ivhB}JxMHW;vir>77Y zTjfAbn0;+JiNOt_nAlg%_-A5*OlGK0JD*C_4*e3-&WKt#WHP0Ri?@@lm5+OACA~dL zWD#b!ClguFv>6ZIjz&b%0#+olc(y~UB9Vpk6mq4QPBLARln!1^;m$$jM{Ki)yB|g0 z`@-GXva^V&a-a3%lKE+}+oFK8*jHox8KLQVZF{8b zMB*F$L7VI8kWp=$cQc4y$H;)%u04-VU zaVw;NSax@UB}C`21&=o)nj2x!jX=0aen$dOl&5%X^Vsm=scH+Kn%xdw-lJ<5^blFJ zNdZxVsaA8Ay$oGq5#l^Ryg5+|Cp#lUefR>TE=4+RXkm$xDtx?8`1m6}gGI(${e&u= zzIg@KYd^<7fw7&!$4!Iny(J2k`|UJpP-JB8Hd=^%+GJ@Wbpe;mk9rz9e!J^>iq_U5 zl1)hVa7cC)>O-ak?V0k@B207+IQf>t9PtY94&o}>4+tf_b@C^;UW)km`&45=&6 zXZt88HYk^4P;TMkGX~{R5w9hQFurNqD0y`+h9mX)*l<*M#RXhMHt^?sL>?WEr0!X! zZl~eMEyHIxQU@zo2j+169S6j*pGTzi?vH&-M0iR2k9uUh%12GHfk`;zZZ62Y1M@zw z?!~~QJ|7#Hc?ahEeMBA|nCx-~Q@7K=%sE3cZc`FX|#&D(Bcub36Io*mi4*1vtQ^ny0!)QW8+nM)TkCYrppQ%6SY2h0_ zMiQGAPJrnChUq5P^5j@8SSeISX$*)gSH&bBkuRE&{~UmkRbb?YNsL6m_>l&kK*jol zCgkuP9?O#Guv-l(4n^g(4M4)2A_|og>|^T0<_|cVhN+KgQwD<>W^7fFYCx$-f6!-0maKm@&}AbB%*BTv8Onu$DsF((G4!*pHeM@m_W}CoU!*bD|Eo zIi=SU&iQ+6LU95L+*hQxYC314g`6|r%1^H;=#e|Ra&tPh5=$E`&kBGv)ya=pD=7is z+n@(q0>Iy)?@J>hLOkCX%`P`iyUB9M4#%R)`{VYHjuw|A+x)1_`oqp<9gT6gU)Aa@ zER`4slk5IChht)b6MoT%R)~Znnqdl&A27A_#o<4!4M4;WNk7Yqn}G>t z*q%wa`5Pf1OGw{8=O_PLdB`^hYc!}zax2bwwVl;ILo^n5#=Gn}&S$)bplF(g7X6I( z49gj>VeOWra{rT|mtOpwSBtusbKcWQYT}%i>yDk@eNdQM`Z@2_S5ST#8!I%hHsjSF^g(6Oko?3eq9O~$fcLY3Bt$>6|>WiLDP+ZUO; z3svp0?DR|2_AtTck7bWHmOM>!L&kMYMp!DAWI@x{a|V`NEc@Lt@g;N8r<0d)mMpRC z^h-=91I4n(+sjtV9gMbQW=MS$%g)u3-X29w@5pXXMorTIb&Q&RmP4x|YFf@o?rQ|; zXVhfj95wwg$g-^wzD(a!*9hr?q*!j5RTWgJ+{|XJq?OCp6;(!p@PDup#qxR=5z5UP za!e2|?$_bUk4pQxoj-@VWz(?Cif4pldt?g#5%`Rbsbt%h%arRN?jNXH`!%4+Dw4%X z8Gi6}zH*|J;aX0$gQx)pvvsh%h%roHgFo1qT1I1~W4!633*k2U%pi74j&O60WGRp* ziTK&6^rv39emtrIQ@JD&KQFzPw18jUi)+B|Md=;+2K@5Q%?Zu6x)VY6YnVhbhjL9U z25nX_Q%Dl=2@v8K@LS5Dd9fFRwbdZNvfg`M7G3f6o|fid>phl4oQRT(JwAi5rNsBd z{F}bm3;NIAEEh+CY_kjMiRP7{$jxEMMcMwmtdlUcp3bCrw_pWQ)R%ByTzn)nh|nq7 z#{<`d-b;WIt@itT)n2=oYViErRzc@auPx#{@;9K_dT(B~C~Q)*WeJ%!0&O14&rMmy zW7*K?lY5F|D!sV5z^DiM-=e05<6Q(Y&v>Evxj*S+%<>>n3{yH^`WWh4qi{3L`?37o z>B;36-*6Y*XjM)_vf$WAw#Mk`blhUT)*tlz`_}`S>{q$T8nJk(`MLkut3wfeN4;QY zfrg58d_0z)yWS}e_(+5_saQ7gSO}Cg2e+^<>u=iB4!hn1xW;BjO3`-^>O=d6sr9Gf z7PR#Lpb0tFix6Rg)O)H4Y6QFZX|n~Bi{FtJ+L=B=V^Jc)v61Qmrn=#gI}_lA-w|;mGNKMMcEeePg%KN=lt9|d{iDAuq&bUYnj%~0o#{{TbOd+ zcWrqSUSx>jN_{&HSC4Glf>@6lnvJ#(8_@woqMT!*Ot)_ljLD_$Gk~arEe;)s0kkQ* zsC586mY;j%vHaZpktBs>CFn?d6v>i>TZ}`?FM7Pa(`UTJW-nTd{Wdf6foHG#y~q%= z7xnEpdp#PHSPS(&8d=l!`GAjMMEwB;=YNVBr;|V6cI@L1$ok*n(1Gv=Z^|wj@dwF- z^ylXm0B;EN{5Tu6Nd(E4q{;pCBS>QSOAZ|fh97n)DxC4hSW#bEKH|`Upha$h%J_kS zUd`@nEG0kp4Lo$uy1y@9ht8SktUvHq=P(mfgZ`ig)Y&^-*O&4nolamMuWI$)v>yY0 z)8%MO#(hCFrGj%3Ia_S7nbm+KY)0Dl|BfRo^P|?n)0I5E1BNd|)wFO_8A2-#S_2K2>-kxn$-`pu#3*$wPRR8r zt(`|S78fqvLvxNN+_wNz`B4(N^ zkR1S@j?Z+KoqmkIPJ~^Bf#o@9{rjiZ@Z?YWz>bFs$=W5bf=`O6FZzrcx#)h7DxJQW?)pE3 ze_Bs?G7a|8o?_}d14womB>QbHS>yC1o=ZxA>-c9qDgMNZ2(g(#J!3P2v}{#vB=%>& zr*;w&*za^`kuUpS+(kP3Atq=HCsO($sGNqVBj+yMK9T`hWYsLjD|PS>T&cz#{$HaM zQ)l`pCpO(33Gto5^keQZ8tJ5jJsRJ%ZLIg|UJOU-^ReNWH}d~9Im9hkTKh&(zl zDL&ygrf#Q!$t}ZYV3IxYftg-Q?CAa-bE!_WaI~D>s)&^kvk=kpIg8J}RwigFD#es- z?VyuB3Ad&{XrJ~$A3erKE}e|LkEzm_F)Ey_krV7=jl|}sIGYB7+*etke(EC`i>>{L)83yDIiez$)J{Tq zE=9Fkk9cm*g#jgLIt-N^7Y3Y3AGNXrN+z20T4KWcI4kO8VtjC?w`xv!L<>!Le3vo3 zrl3delF1cUY9*GoM{Z-nd#l}PvsTjO*NdSC+m+nQ>3iRmTy{QJ#O+so(ARtGk~{Rm zTfQZ=mn$xlrW{1hr)`QGZOLbsCY#+xr)?gY$#3QQ+)Q}_S&7=!Tf))6__IWLh(}dw z#r|W;6-IZ=1>(>p_EnGI=Q@wz=z-;Rs@8#_JM%j0R&i=6D7;%pECH%UW16e*+`>gC_sW`N@Ac5Ba7iw%ytmhs=6rt<4aP#T_#L5Y0Ir zGXEfh#YI149&z@kwv*=XWsx60Y1Tq7=A?P(228o)q?v1x9er*mg<4OVBUt@6)Il?4 z=)(JpttOt*LE_^wULonkf?VDAI8pa;kru;6vWyS9zE<9Di05tY;2 z4#|g-wn(7>wuSHxug)7 z#%2Y@q?Y+VAjA>VJeWcAVq==x%^<*%TIPW)y5e9(OLH)=!cxl+Q4*=}d4wUAZTM_Q zD#H<|aweZBZHZ$ddnY`Dl~Y+g-TXulAostLZH=g>te;ENVK8z2P>WOF(0ys~IcDaV zJI|A5W@!+k^?&H|T=9d@f9(*e!86TR#hpJQG z%^7w&)y8xi?;TdElO6V0%2*K2PK1>TzL&6~m}C2lD8Qa|32tc4b*jxqxxNdDS+?Wn zfVLrnO6YsNpY=tNfYJYTW?Iee^bAWsTq$?TDvN}^@-Jv?G+VRuYG??`CYsH_iLR>dvKSZ0D{>_JqCuEbwj{ZI5!zdY*^ zhE3;GPe6TZ_*$kxTm^%WSt6w=>@PELF@dq5DE03v)$7D2@)%UgJMuW(GX^w(4cq{X z0Ls)%Cs%uQD1tz!7c6?o@T}IBmg(dT`(tWxuqeJ!_(BYWkryw}Zu2tWAG&2^9Qxk1 zZ>V>rH#WOibDIcjv;L-Mp50z{ARdPmGY?&ToaVM*7~VAn`wKa37T&HF!@QRm#Bd+deW@T?2K{kOCoctow`A^a*^C8R}|zDxSc7b)$T_}ViXnDh1T02QR|T;j?>W#vr{vfZcwzb%E zeWmiAFfl1v9=sD-{asUV7i#zy-LBTf=kw}Dcp4#Yq`-=V0uV*UhH)R&es96AuR$hD8$4;bi*d0%5GksZ%Z-$>m*x6Du7 zlhE74P~x_V4}KoBVXY$jS=@~(u*{e4RAmYuT4E}b_5 zaU(n^O8+^Nd8+r4>u7Et$>1!qj*fKjS6r#a?(whDrSp@Y&w-2+PKZr+bV>LG z)W?`G2BmSqT-c-WP20wkyt)^|k@|dWIOe_EdZCZVqr;KZeF0Oq({SXL;WHem1KV)? zwY+qGosXJg1Cw@~w=qrS9+(xc?!~~QJ|7#Hc?V|KN956gNe4qMrf#Q!$t}ZYV3IxY zftg-Q?D2lZ-Dh*OoZhOqgDHGA(eiPN&t5v0&VScOkFk+UH%#BoRJjB$oqv1)M(Bv* zPm>sl;AN*v=U?<8Bswza()s5Z6;30A6YOJ+#O8-Nn+Ag1SC`Je?;{zDt^Et9eg9lK z|D_M{QMJ;g^ItH^oz%*i^ieAfL$22JT4KWckUK4WaHqFwPIyEMO?Z5}F}b+wr9`41ZKxZ1}O^{_wfJ{Ea<~i3P zv%A@6^9Hs2ijyAtrxxIp5{37n+ytt69LhbP6*q}Jc&mk0@e!orUz*Yv=BM|GqutxM)c}S2fol~j{C$E2i%!5oHpVRtK zacR9*4sU7%bFFG)vN~4}5iwtF2l#)ai*|W745qq`Ns81D%I%=rsgF-n#*mqEqtR?g zr!+d$Y}Dt2nXnZG)ehAz>uR`DOl{3}>m77Zove1MAu^IQnjQ9iuGO3Fnm%gnEe zjabvg9(g05Ke7j7?SIhVowSGk@AwCpISf^iYW>9Cvf$eohy%deG?NCQXa3=Qk(XVQWuV z!7csSiDsSKfho`01!?7}?X&fe^s8#L_9YrfS`W1$ zJXxgQ8miUC4~YotIXaUGf7}JL@zclTcz&_ zU{+As2bkjw5oIzx2`E#^kK8D0E6R+_TzjpA?U&44BJ6$pOm}LkjtmVdIoGhfPrh+$ zvk}UJhU?`rwRiYrz1(gG($?gk+Hmd$lWvA1F(u{XdYP)#d*yyyA@s{*ak6o}NwI6g za#3THLZWP3T1d4wQUlCG+@e(TI6igSc;LGM$py6f-tA2pUHY<7W&&7Dgpdl=&WObamq0e8n!%@*EKoWcPN)X`S2f@T-g5vH!IFL&Y9Q8r&Yex@`H~xZ2$RJ51C3s0BN(L}UYY zsqmwVs%Z-*>1@SS?VB8ni&zV-yV@MlSlsTyo6wx2Z~m^n+JGN}`Z@DpQW;y$P&RaHP zgK~8EF>(!N*8tbn{oK(&?Ki(dO6jPb@e4qnk4&`_^=s=9lN<$fRg<&m#lH^FMjD(kP!c@iC8wtCs(IAs3z_hQP0>eBrRK28v*hA{SK^3-vT8RbrDSFOp-T1iKr{{pgXN1xxP?|ny~Pk;-MR1K8U zkTt}zjPBR4cgyA&MWtW4uC$ZAKv$Y z@Z3^!sx(n;v`dxI;95|ExOtG#zd?7rt!;UpYX4D>+=D8vs5H89_Xx~_pUECLdNYp? z&(9-!Ce+w1uM_PJ@g=RX@0V5*JAg?)Yh9g`s;kt!z~fLg4a~;&0*_(E&GXb%ajUej zXfFfi`hU=Dt1-=(&ovuuJoMbfp)D_nKpyNdvddkanQ|v6 zANqE1->cKyTW(eORWaGTI(j^iSYV{5*{h8R%S^WDM5B`l3xA)obU!iK+G$KKSI2-;l zE548L;1Bb&^>2CDGN;89D5cH2_9ddRI4HF`bcRwZQ8Z0+iw>pE^`FmdG4)4f@e#*U zTKdJ{sdI<`fv31S8J_x>u)b70b%7mE;W4rn-#w*G>Eq38Zdk8o z`KA$Jcd>od4;GGNW@@&;d>WRy*59-V)}2i-3J_*gt=@s68WS3vnj&8t8i;Nd(9XJf zyD|Q2;_kv7N^ahs{&rMN8|pDne=93)dirCC>4+g&_DQToz)s(HZ9(_u=jjc3crxd$ z6gRJpv~~;8Se%>x7@Bk3G5JUai;M2&M}4Lpn}h%3EDquhUdz202mhBufN=0!k<9;v z_-qeyi)@&@K{@#T?Gm~eKZcm}__hh{&Lis#y+Ip@>}r8+3k3i{mPFnSB*LMs5xL(H z>>Lfm9t%EKTgapn&1WNL=Os&@9^d~@$XOl~r5^CHGr^o&KsJH zpsEKnIoq+gIQY;it(`?Q7U#ydpgBi3epLp|OT~=~wOYI(8k_)%FZJ8Nsl)Gg*$Vha{`>a1b{^o@o+}-R-s=?jt9wo$V zH!B4WH><{zo11+Nda=3L1^S+}7r?1}bi3KUbrqYVQZ93CPj$1g=7yPz6`|de&2FPZ zX%bavi8#YwVmjZmog{7BAFw4c z>fa|wDh1DM`$_BLlS;DQ&iP}g>fxOKgcUad$Lc;~v+Nus6as6OUo>Zbou9L>=Hbko z=~8wNv@zE{Of(h;JAQ`d9AU>#GFaTtup>UCEU@E;SscV+hn9OWuw&JT6BI?sgg z+!kSk?2z@i_S+;^4oU)1Ic@fl2NY5rXhDrObEqb*{WqW&8z^}OeNO@jWW7O2h^lGRLhLZ3 z%!=(czK#s*}T+iVT3l6gvmJ(20 zMKw5}cu0vSdzV9s5`aRD6mys*0g8V@FE&8&FZ4YLP;e>>1Qhozy@&_$%uzR$maS$( z<^~6EX}E7`*}spmlA;@;opZDh|E!Jd5n(6UMivDMKUcN(>!b1sq3u!r`!RxLiOqH& zjB|seLdMBKLZPf>{BbjU=CX@C^-9YzsOo_Qj&dw6P7kzJYePh1aUSzLH0S6s*JaSW z=pHjMt0#N4C1P6^XE~NdeB4=Tkr(4EuO z)IA3mSGgEX>p83hru|mlKOuQ=NBKNaIc-?UmA4cl9Hkl{ZjN#fda*gmTj+a|qvTW; z=qNw3^cafD7W7(9q6o4m>ebpNI zT_s!Z75&>$HEp_yt?1vvikmC?{=239Cn)wZ;Hm!y&DO{Bv-PKW*fOWjl;ym(<=TBj zV{zc*8)(iEocwJDi;E6UE-7G|vjr~xbrxfB;G)%03~>1=5g>pI*DnJuFURN1RsM|< zxKQL_Se~3=w>JaK1;P69@$m{fPrxlrI(y)L1u=@a!AU81*_}-)S)Ob)k(0e#uMfrF z2UCX(X&rt0Mei!0BRvq8SA9Xv%Scun)Eq7@Ffe}Ggcw&8V4=u$MW1iI)y}>LfFRMr^GU8 zMYJVf=xoVR>~g-U)jPm6Y+{wm4I3C`Q3YD`5xByz!Gz2#i^N z(F%J*e$MX6!H`jd=1lk`4pgmc=a@eQ{=FJlH`GLyM$ZL;B_ni?rcLmU=6TrzLnQ z6XW&`d#JkG#;u!Byo-yzh79@@0(NJZ@bH1mu%3wiQCNa~zdkxqkQq^6&pN8Xk@z>2 z8D*ctNs~hhYGN^Gr6eT&3-n?`;=iKrNl2ViSsW7Q!!hlo>+-}ogX2sXYH7=+IHJ|Z zUK}0uZ^IoOtuDc-`BAHLb&U_~Y;{KA=n7S<_vWRw;4pb7XJi7|F>*;yeGAD!R%p>u&ILXu2T04ViEDoaFh~^w2%B~C+ z7agLU?KIukK*@8nNRNXOE%0JM$vhDtKnd3%10_TFYzHOLr>1T)o|*#S=;C&6wE?e= zhq-ZAH<$=JdqZS2Q)hYD3o`<8hiF4A$759cp=Uj@_k?h=CwAedm-tN1G=7)XxPH58 zW=9h+u|to95t36LKwZzK>()H^9sM4Qnht|l1D7Hd9d2Y-y7UxT zr;XjyvVH?=-*u?fd9SZJYj36+r*A$C_oJ<1JNa^%+|P{Z3O7j1kWxYu_Ir5=JHjOF z=jLlz!!y5>A9_!@?B-4jivy7!|pc*SBiTEBf*&ZH%st1 z#I>o!&^ybemNWsk!dfhUr6{&Ro2ZYLs{>)Cl->Qy1BfLV4AgEt7_k2~{D->y8I}{G zOVWgOWGvs>q*ZCNp+-XFi{|y;^YTh5&m$eDSpMU8ZqRN?q|zJ>%DZ*)&6sv;hwN5H z?oe4Xa~RcQdAL0lw-U@8gvu`V{7WSFbulQoA46*O0;=H==baCK5K zT&>bUQX2wX2jUAheOIWqPBYYBR`YUhUS3v#m+@kFIfZy(GcXUrWDKzneOz6kxk{_0 z`P-D2zt!OHvSRo(F>QVB?d}5r(p5`&DrsnfidHFmZeBNCQpXW$ljyaPf zfoMviO#%}<4SAmXV8DoTRW7X)dmc5klzum_lum$@-adeoasUEyWf8xuA=Bd|RE{kY z6h25Upe6CiyplM{Br63jyjX3(mn$j}72Ai;&d`kq0mTA}t$i_W9CCE4C9}XL9CK&B zHh23VbQVQr>}kHI4M39|Ap^CcE#>PzmLeYl5}@{E7|UO?VPko8N`sExB}Iu5n}UV3 zrP=?!5BuzdLGXSGc>gZrJ@s@!zS+jblsr#hxgg(ciwO5G9Xb%t_k1b4C|l+|9Ah}L z#Cx#}=Az}T%uQn(%x!s!ZQmnd;;W#&o3{(pCoTVYI8WbM@*Z%f{bEWLTT> z?Fa2LzOqdawuDyxquZc8kFdgQJ9|VAMrScp#zyqUfoPIrdcan+S+A*ktgvFE`czo< z$*7<80^~)-2ohtufR;4t<36lMNAzjn`^k)NrxDFX7J zh>`x73&v;kk~nudbRb6Wj_jgYqxZV#(1@)Df---&rc#}n3UMn8M+fp~3EmqcSGrU> zabN=)$zSQLq0JX(nNC(+u_iF!*Lgr>4CGKc3ew~*2Rgv#b{dV=crkag-3L5dLs051S-26?PTa@J@nH* zknk2=-$0UDiiyAWc;bSe-sWgbOXJME(iny`&L~D2qn2r9G^k>wZi!Eb3*tg82)}l; z3^wGI!3bpVlwxG?v`sjtZ?!fsp5tH!)2Il(Ac@dM1PxWWW8Jrxy&->FT)HRr25CYI z_Sty_dkzG{_SfT%`C(ZhcxYA9Zo{(mwlP6!s=O#dILoxkH^Jo9oO8P6W?u6x2AC8uP zrmO5=tWIS$>EH1oJ!)U;q5gklVsf%CE>R!*qB;Ez)mX_>3hPhoUHJ1is+*UfbJ+m z2rPQ7_D1?AMfkf>wN_EJY_g8ms~2i#9S(ZVvl4aC1tjY@QN1B?Xx41C7s@kd?pmNY z$Jo~=;p@n*1tOS29j`lC5=skS@K*8G@!8hbJvQ(cT9aDA*1c3b88 z7^QCjh8bg<3c6=YeHjalkYCit{XDAALfYxzLDV;CoH?3Hlo5E6LEvb)K8q@O^X+PTtT{E-z!~INWxi3KtxiTo5~-)&#gg?1nNhtUQZGi(p%H=(Nn4cm z4sSQRt;ujTYE>#FZF68T-e$>vK@BlB4T@?x4P1t>~^a4_BaBI zfj%1*T#C4^T@=F4F!JN(gOPFvQR#3;rJJF+*#&%A*+yi> z93c4YEULEAh#LO8aqeoGJ?3;Z!x)shfTb)up+!NLpHXqU(nkm=S zpUZly!<(zfc7Pz*Zd(>w)>~EyC%V&UZzUdSZ$MTk(F)76__CbhvqNHP;m+R5Y6CCL zm#_ietf16FZ+W*fHFn`xyNZ9GX8u?TTdiiRG=m-Sdf0-TiPXu?LhqPnw_~=ljJ2}R zTNC>w)zgQtbwih8**-7Qatkaz`u9}+ee zddK0eK(kdTsS%1qU68}!*g={Cn~+GgQoE>Cos8!+3b2uYJdN5s+8Oda)w5Qsx zatl4CRH?RUsRlj-kw?h!Ff-aa8oabI0$AWP8eJiZm8Pn7@P-NPMEVyx!L?Wlj)sD% zwF)$TRI9vK{Rs@SHhRHK zr!&{yuy*adncr z5bT=CnKIpP2wQxxLB>pgsJ**8hb~rPM(R{MkUpOT?t<+!C+QB8o)wOzd7|B&Fw3oC z3tbGJE24(NxLkpN8#boMB>5Mb3}iVj&gd6j4nl@uvFj{G(c@zu zRq5qMvE{N?*8Z_Z`SmFee{1*{s)L08lmD)e)DlEtwWv z;R_aib733C+g!PY5e#j&F-ua1Gt1$m=Gz#Z@~d{7%VrK|8w2|Ii;yw%> zaZZ(XKt2pJJ@$|$FahrlXhb{>N2r+VKnu2nx^O`iI6xkAhy}&K?dZkESD;a!+YqPL z{({VJB6)?;Tc(`tVPu~WUU?m4_{`7-<$Zs^X`8?7VbZmrg8*SzjrxVqM^_NKj7 zF!$QIEiamT!Q4nV)Nv1Y+r3WJn+uo08`XNFS?hSMx!dN#_4sUqG#f2%Zf|eG4NGnibQ%-A0OpEwJGxQp z;yhMWacp=9pI5ZpY4&M#tv92-Ot{s99d8of>4mETcM5-+t8b{6>uc+$){m~A7GA#f znO(2b-8$pKDAk6$wd2jSyIZf>ebbTVRsgQMwNVR>G%Fo8;|h&B-suAPr|&tcH&I{1 zaITPctauP^7HDdD!Qpo2pwnngdN6e$3!!XN)*A|A+X38d4BWl-(-A54GXN9yGXd*o z!++<(f5Y(K7MNxI0-D_zd%ZpiK&}8FmxU`Dt(td4BP647YER)RAW^45SjAp<0ua1c z1_bnZ4Deqy*5wHNvL1h_bQ^&1pw}_@M<8V{!^t%QB_mr1DcE`gwRT&rcHl-hGu(db z6=w&)XFHr>BE|5|QRfOVTBSSVR=pjLe8m~wxf3u$%)BXFK`rJKW>>}5jl#iUQT{P3I`CDLkprkwVqL%)uTUpcErsRCRM3xb({kU8&A7^%++h=&N`D7Yu3 zP85~crZDw)a{{l*n!swD0E2!t0+9}Q7y~>!o-26Z@$o|q?{F2g{9L#}e5|;wYQ5dj zD9}%khd=`cZfD91=E6;t>2|Hx^te_Nya5^%UTW0l>aPx0!YAO9x$yV|#Yg;izXF=6 z0+WkDMZ^5(!V+SkJ>kRZGG|aNT*-i#3)dOE15hvlt*;DMPxhKk!dv~-Na20;(~z=z zmc!WBA?`J%thQT$zWgawJQNPWTH{W2+?l$DvGD90gLcPrIPaq{#5DA{VB}oyD(3hU z0Qkvt=Fqtp=k+iwL5m>6gttHEc>9E0peFZq+J_o7&v6|@q6>>|$C+$*GBM-0&8c>$ z5!9!C0r%F^V)^Lg%e+$(3A6C?;e*w7c zXlNG4R%35F@SLFT281KP*dedgz~vlJ(sXJK+C~8uye_Qt@M5Fu5JNjvx8=Zwt$~Xf zygFN&fF{+d2m6#EEt?EqDf8gI|NX2dX`2RGn$h?ZV!( z>$t5N>jrm|z+Y9j=^$?c)0Jv&;8tcj?HR8VpxkPs;!lqHX;i4lZi#wBz{Z?bg-%h> zuF(qMdjMP3rqk+8Pk<)Hbp_98OdEJ&kujQgJQr|Bu;b{g7uCM&PS3z{?YM{BM$?^W zdN_UAfdg}Mo3mX|G*b;wMmT$gtr1erpxf(>sk$@m9%)SXrk$oc1u6&d*l20}#MZx2 zxdwnLoAeIDbQnU~0Ae~kiZEMb?|>yF4@?tA-Qi5M+fBd}oJW8XKnJHW$-0IyJm-$F zZU6*xJ2iY=_Te}a9?aa+C|@eET}>CZM2H0H9QlwM;Rhsu{Efd{Dv@Tvv+Xf~*U@<~ zT%$3f&_BjADM0=fl6-#{|Ik4)$H~k;7vE+I#sL95lLQa|DJdb*M1#qYUxv4Yf?$tE zd`Ej0PD=6M%qzba7Z;#GR8$z+{PXmoSBs$pw$uZOD$+H(pj9C}Z3H}B35`kNlxQ_= zOg21y{|m=ZSa}5m?29@24OXLHk8iV4kyyP6|5A8jl0aJ=ZWcITQdLMhrJ)S=tXzTgV)bpXGqZ)c}?Ht$4NxEV~gkVBoW6vdLlIFM*xuJ-LJry|f`HXk= z!5<;N{k6rbtVZP80!K>K79*Ov*qq9s0wEc1NYwa$gyWU{`)y#ALVE(VL=hsTx`uY> zmD_u8xQVSkusE%mfRnfvB=7KW86Co>{qot9!in9-0W9oQ5_5QThuKO8+T17#xjk0F_GS3?wwP%z0E`D9p`9j%1_kCZ{ld zzAOjpbAD#W^z2?Wenvn}&Cxppgqck1r*WU^Q^bCOo%GYag9+YQGQP^5t~Glasox+T zgilFvfsKQUsN&XqaG|!UvlTF?bs9%T4trod3c%DqS?gSRQ>W(%KkX}JhbJU86nvHZ zqvR=)wHIYF)JXmH^*=N`NWv}&?lb=dvTYbFuro9fLDEBd9Qhm3-!$!kWr+k_SwzE) zF+>uEl($^A)OO+FD&C4=a~bo7qGP=hb!?h%Zc;5xRKHoGE6HLNE^nCza@6Z@#3p6` zKKPR*yPPQgz3lZrpx6D^!5_&es|63Ssrzrze>@s~6ih>(O~5~h-KOqr{6B@C4coN_ z`GfEqoOPCk8;L}SJv8`|n?a+{@+-yg@W~wfGns>j%iD3R{RK8D`+V%7aAl)KK`q*V z$DlZgG1(V$*e_=f3$F1=7hG?ZLv9l~GNuoH|Zp6x$bjZ^6 zS|UCBzy500yAn(P_wfmZ5xhlkLO=Cpikba2<-1IVa@Gh0(3iT>>R1N8?@ z_4C1~=eqvk`m5^?`OA(5Mq}P;K5KNm`gd?L0uO%F#DH!YIC;MZu`=i=U1UgM8JMC%VRRMXF`hKPGkI5w&gef6l_7Bc3)Ay zue0L-O4zQ>RCh;-FO1+&f{-S1`Jk6w5|}yZ#++gBdsPCj0&cJ29poPq4I$7E=nR1) z%xgyBlFryphaDJ%=Ly|q!~xxzHh8Rn>4G*j5dO5F<09iZ7%tbInRQ4Pi`FAu&jZ&! zi_c^ZN^}sw2BF@r0S^WhHd>|THQiapM>P)uF`8ZGKjRaaSvdG-#^xPjhy>|Ys_kAY z$V9pHatdr|Zjk2e7%bB*@bv&y1BV5MD(avYvrEkYK@*LZ+nI%-!0(F+wAW%J20@le zfa_A{Fem_rH4vlnI7jK#9dj;pu5|R#L9;0TGLX9q^nS8vKIUwL*IVtrEyhbF*x?8V z=&ek3xXs(BBMy498XDp2JllSA2c~(N+Nj(LYl~HJ) z=nv~JxG#h?P)HsV*@(CfCaT57bRZEONId((tcm8JP!DQ5J3y^Bk341 zHFpos`!KSn1J;hh;zCx9jIA`ehr~G+o{COtc)7z_64+DFf*&rC^*3La}2;u zzDIJr${n~pdeziP_Y?OQ*@*XLA-T>EEU|r+(3^_RBKIT)o&?il@3v^ zxX$?uumteiU*Mm-hLwoUfwVLK6O6Mmbq*W_`5S8#xj`xvy$b&n6ln~9JQ~_3ZniaB=GG#Z0^zi7r^M_OHoKE;W~YnU zaWJ(LX==H|jA6k>%n*0Waty%5?AL>d*?q;$MCxRk`&?>!D($;&-%}WT34LDRZDEfH z^yNh%6>^QI1ZJTlnYJ_PY2v+y3BWZr0uWiT@#y|kV$p;caQ!ST-SIqHQGQqQ_-qEw zvuwc8L_%#Srr1i)}HKu8;kdV374!!T<1J#R9{` z!3v4NSS`Ihw&Eu@CL!6cnkP4$%T+n%!d3sy9IqNXtaMnirVTlH+(MP!UYj1Dqf zpY|?V#!So5RmpyVL45*!0xCXl!-)~ah|Yk|5>?C?w+)osrFSk!)Z_|HrCh)MkPk%wdyN$s+ZUe8*Pp1K}7Z9-73oEA~o0km@ z5gSND#Aa4O6J%P>Q^Mgdf)z7|tA7Lr5D_#W?=qUmY&8-dH8TsrJGM7RoyQUtRz-kg5`zfy?~?fa@0q_|?OoL2zI^*zKTnA*OmF`AcV#WXQ*I7EFx z!39VO?v9ACx|Gn&==(xGC^R$nqvSnO&7Dlf%MQ(K$+n9VUKE=OMVz*Yn7{DEyX9Py;wm%46JG{RL6>}52QwoU@paiF{S9r0{2#hE!1d`}E?apGnBh>gt<`#8_$7acmWi_z*;r51XqrA&C;#6A_ z%QG$@EcmtSvBe={p{A9EEef>bEple|kbq^sihpd+%pB7gt5G5JC0Nq?DupY|sSiHw zbw-EcJQR5<<J)Vsi^^=B5kjI-u;`G_lO> znJ^YJ9M}j3vQCg=04}7r=XjM1DPu@mSWrkUj2&Y27fVa#aAfQdn|4s>@&IGD$})EN z&j$GX&j1$u+wjvP_~|+FQw2UPrD5axEW?J83^BsKLESYdHtBUB&*n-VfH<6$jJh$F zRUyPX;TI_ewDkT1pekL#W!pNwBHM`knY1UdV4*ER9^oR7iX~H=!&MbV6My~0Qd`&Qi_Qagex>Z?B zk!jc&f~FRRopSa_S%w`xl400cEu=+EQ9UqcxFvhs0tOxij;XUU3_MAMH0^XFCL{Lo zY+aQ-p{!KlopvPKmpxJz$@oYH$@<#jo|8RZ0a7tAEJ@Y>b#9AOTG9Uj>V*Zg#cj#G zuq34bD?kS{#Jvm|h#TVAl*thH_gpJl8{$Ob*%;<6VB(phr3$*D>?f7?mR6YrL!4DN zQa$*uMSg=Y?o77RC0iKcmShbiOuvf5s^=0P7=?_Jm?2I}>&t`P(lsg#F!nxX{6gX; z6cmLT+BIilmW+28$O|<{F*8`0PfK7|bA?TnYH+U3aDhZ)E4AKWwH9L7vi7#0e9w}QsxEG4aKAW#w{WJR-jut_6{0@P37 zO($I*yeZN7VsWFKWDd#EVM(DL~K zXq>f&MI#iCReF$KH7Rs`I)$K)2NYri-N2*&C1D@|URLYHOBZ<7bk*B3&T@q{^TOWw z?O$vy=et`)lfPp$`J19N!Jw|s+tMU`e-o}ok)vpVu+(fr$!fPbQ+HuY0mTF+8%O5g z?uwP&-Xwkumv5n}Ywu%Icux)}c(pYl_rhk7U?7Y54Svb|2JGm@>WEWbIe$O_4JCQ# zVMP-h6{kh-B5R0MK}o+jMQp)q9VF|qq@3X`;6+QZEJpG!&JiR&(-sZz*oN{ismzDM(DNKpp;G}5~+xlR-ClC2SI$5QbN{?O*koA z^DLhYro0>n?V~=7qhZS-WSl;mL!M(bB==R|IAGesk^A{7*2WM6W(V`31jxS(`z`yI z*uX@FOpb$Nq49QT+)sOR;~_&=x~9;)4H}X+&;X{(>#hvBEGm;l+XlV+W8{29b6#?R??00PNt4kPCxebkTN*H4Z8wtY!HqZd3ge^^g z^{Z|06cGqqUP3k#Lm*<#<9tr#H(P^4HM!3j0v+_aevj?{IIb7Ms}~v4E zd(w4i+e}Ki{}luaV)i+7!gQIr~e~PxcP%P4q7H}ly zX>agTz+7y#O1)Lp7fdL`MccxE`X+G8DMmD^HRdW`U4r9Uk@D3gqkOfKP-F_6%UTIz zS!9=A89`T+g1L#R7)#Cac$tnQx4)u98t-WQV|DQ1f`);ug8r~Ci(m9<9$MecTs&qG zT}%mqYXuJS%Hv&oYSF15PxgXh^W&CDG7j`9QhW--=gBts6lMXAQnYuR0PPbU3kevG zcx8UaMDBoy)sdQn4!Kq4rV{yGvKVQUZ3E!rc)-Uf!-ru;>{EMor`3?$T!`bqi4!T2 zh<;7A?U`@P!og!+`;-*$Z@^iBbHWBAWZmE#i4?dN8pqazs2* zimYqm`~`d>kD+F({?@h60DwF_13$6!4E&UCT{DN!Pt|xvgd!RB>)0-&K1(NK^L-A| z3c5kttd7AFM!qN^`jUi*KE)s!i=!&s%#KOjF@E9b7?__SuNe!qxb?Gdn?rErOYs|9 z;H6=BY0GUGFHIm-|fOmk4+_dhP0im98mz$W`UJoKaI|r|p zQy&qvKyHzU+J5U5X9wPqV23kIY%siY)VV_5h}E5ed*60A@)c)z=T4vrA$wEE8Al?E zb|x#Yw48j7h)YDj?e^cg~GL8-lbsb6||NxS(0-EXgwYUY11iZ$Sc;{by#?lF7um!$a<)1Cx`)YxR}gOCK&k)0=?i;It;a7R02{`HisU4U-v+d1dS?~;oNQy zCftp z{V=G9fFQdJOr2eE$GYO#M%{|6F|>nRBfJ45BtQ@HH`WH~3{7N0C+aV#bx%?PVM9%b zu%HU$IZudV*7=hiyf+mQ%E3jRWopscP#;AYx^y zPJ|HU)IN$brNkTO)@TY%>?Mt7O55JewC!Cs+Ey5c_;PwaDBPDo`$WrPg8q#dcBiCv z^LWqhS zbdwFhjEJW3CbDT4MU40WNc#I2CG;5218;$h!4$Q@*0|I~e}Dylz{OtZs6iHbaikh# zkyk7#u3;T?aZg^@iH#%4J{uxL6RaM4E_sx+$JcBaG@@Ox9{ZOW3)yLp?^_MZwFi!r zr9JeE6*i}`sz6J|8xleO|HdK9{;zDn)rALos zVGitihGP9GbWm4i|9I>%x1|$I1>$gvSGR0{#{C=$JkfP6y=o@9eyrf3U@#3am~POt zLWDTs<6=6S9`n;sEIx|7UG~o}%Ho(xblzYrzOVS2k+E86d#mf`c>tkO=e=J=mfegj zR~01-x-xg#k|ljNm3SQp-&diM8_F>h&)H_nL;6r)G!`}R*ixJQDtBsfSa5;9kF7uY z9xn{!DL>ILFt|}5$sj;%64|tDN(Mx5RNBvyF=z|ZvEhoy76z}9Xc4u{Dy)4EKzCXV z%C|5$Qq~qm6VjU(kO&a=vQXVi%J{Fvxk3#f8$9WIC#1})pmD#=0?(;oM6?kO93V+J zwsBij%y1=)Pf?>)5@R15?L@G2{0E6LV&*@y!B>Qt@lK6*63QaXjF1Zej-fB+pnq;P zC}(CIDJL_ZoQXPM$MhE@p#B$dJgCZH1FOzZc%{i-LF1eZ#Sm%3P>B8{hI+X&YQ}_G zAV!(Z`WZ9}8#9yG^eA^i@CAO9$R<|&feof3tat|C;=6?G2rKq8EdA1IP|k`tQchNU z{*sdb*nMe%kW}{9ts{|IgMW$~=#a{*p>a-;Vhmv;QaC`8NbS}Q^Qjc=W0X%4h-0v0 zArkD1L>CFg78_hegyKw?&AEgwOQE>TYEUi|I8sibxO^ZK0z((?Kw{VbZG^Y%Kf`9O zx_&gzjRUJeIUD0hIobGG3ygGN^o1NkQpmpx=Unz*W`i$X6p%tMhQ>KXff3V2 z6mWnfQFwa92rXQlw$8>R9*-Haxm7dvT;h>9{jD}gjBxsSFwOf3kCvSNKC3}Fr{hRD zIel9pgaZHCH{ZHD=P3OvCX#8<#oRcdV;%&GR$(6*FGKxvCW8Ar@_TR~F zYvp|9T&EsL1QEOaqYZW*5r2+kJq6w-~dM@uV6T3fSV|^b|@D5%q6EJn@KnHggIVzk<^*JE9)47lK{~ zN~(){q9Fnl;vw3+g0dcradj`W2SqLP?5sIv6qb`8N@FI?=NcIpT*@tXN=6?`du<(3^ zzrF#42fhx$R0;X_T5VE_-ZY9dun6igXSmk_bPn$@qFO0HlYS6U$)iqV+`~xbW|R72 ziT!vj0Hg{~)G$Wu^4M?}qIyL*DH{h&3_Q12KT_a9ng!AxZUl9_c|g_&4`N*asM<2V zgN51V>;VE=In?k8;#~3iSPvkC2-ia%2I#ivVR#HA|HKLqeo)2H;h>7VpUCif;NLoff5nC`@>Ig)uiQXO z_%Zk=^_&oiqouPb7sS;dh|8fdz=cvJ(m7$S5OHTluH9NdpXU`LHcz#hKWpK}5-5ER z(TPN(%$=FIUgNkvuO`O+aCX3<7&~Z@99Isc z;{?73>_xHsB@CSx6-6gr+?mSqBPP$+2izFs*3E>aehXhXH5fQ{&_p7gj1#-{9!YS) zF3eDr$@(OEl+=`ex1|Zz4U7}6x8a1yMg#+#_dxqZy{yT=7CYR5q1vK_;_V4GqvzVp zNLS~0m&0u|oorRXV~*I&(@*voyT{FWTtOhdo{?h!ZqD1C<5eCky^CHo#qU6|{YwAc zNM~{ft#YM&vQgt~<72Dad#Vq%6LKCLf0{(%xufacgcM=g{!pPBAGBREo z+e~P}bXHCjffVI=Rf*5r*c|@YW)8aeVDR((G=W^=!{%xuK8T_Jl4AfaJ}=MlYKHja z+mUO8Iit@OUhv!5z;9x+pT=<-YkeN+QT9KFfAX@HP8K{ZK4OcCbh2b^fKb1&%|Uv5 zEuxv7E3#iT6)4W-ALt;E&0?GbzMA7zuFTna+7^~ivqOmyU416Ar9r~}E@580j;xDd z;=ufEsBVPEgNO!GHy-ellzN~fv~(=7!fO1JmlYyf1`Ays1MT}Q*(YZL54t7&1qE-J z!MoW8UY&I@ZhsR2n@w&`LpCoP8X`83hKS9qLP5y1oTr5SPuP1ihojP8!X^!eSZSj- zTlFvfbroQNmHxUKKT+u~`V=j+#R^QE#tiI>=KtHC=^MZzBTcWuLRa|(?QwS>U9@hz zDimhIFOtW|uJAjV43_Qad!}p~b{56a7nx$by1uxmjf@DdJ4)FVi|7{3f z+5ck>rBH*J3L16#5=j@K^nQg>WhE0ji%@4E4!sA}W)G@M;lY~jE@HY%!yuJMvuUa@ z_#ngJ`)o1jzZY9DFO-^5g5@z{hPjJfyo7~EM7{ylsTq@B#S8M7j`KzzUKJ|Hz;)2# z>gW;XdVdY##=Q+c27O$P!+8yFe)*7g7!B|4dQEW2d9?~$P2Q~tHc*@u^r$A& zn7FK5++f~i_h9ReHsCgSTe&;YhAR*>mJ`=VOO8V(E5Xs1mF(%pxarXb*``Mmt`tZ8 zBjc!lkd#i^3M9Eaxbj&A9QBn2CZe`V}UxFCAoJ*?IH;r1*Jw);(@-ePvj)Y)vzTH%X}kwF5*zZ4HV+5YrSm>6 z>)d#z4KR{p0B-0wH^-|S7RGB}Qmbl~xw)kFq+)1q}N`XGu1B6hy zomt$HcCdt{5gwq*pdMSMDc(?7fXx zAk$DHYP~RSu~Dcf+`pe=0IuA_9ItZa&QyjiEU4TqtmRPI;`p!aVgpxy{3T@M%b=I9Kln~>c?RQj`^6F=azLv1b-F6 zxPX@R3oN)b$+WIO9o)2jDPoD6*4ezt4*c(&C9|_bgne8XONEhZ1n!4{jbwKVZAE!e zakm5VC9@ieG?fzP??wuh{j2a#-aQ_f)|W`W2&Yfs(84Jyeug$T_h1 zlTF6v82!6eL-J!ZjswSNL}McEwB7AmjwL8=&&doMMf0H&h1X!eu%oeoiS}EZplIC* z2`F>P(yc>yLgsrMhAwma5Pg*&rZtXf#`t<17Ywb*3y=L%A>#}V)v)~)9*!1GNt@JG9h0Rv}xx_<~ZzFRv_8-s`^jO|( z<(0>0QOnQDR^}rOmaTk3_V@*|l^Iy3Z0m|JvK#$Z!dJSA6|eK%sNzun$4I0F+>MUp zmFJ|bsDg9wt>}}1Mq(?uW%;K-imHz7t42ekOy9x!_I>If)Tu~P`^uFXc_Bv zQVaRlAWxP3r)RR3&JsAehatXWDRd5@ayJLnxFGE5mY8#{?*%j9f^N3kaDPm*aS(6Y zYIJu9jLuts3eyJ|rf;^zwEs+O!Qw!)x&KH63x&oV_af5RxzgD-zP+?_=T2vvGq%&& zK1!LqbR!M^bcy=uqR3B|(N7m)tBZ}FE*!sze!3Wcinh9V?jHAOh#i1`e5?CtflHEr zmfRX(Gj;&~rE#AmS7Y@bf?x=Yi`|p9!@Y^$+k~+%h<0{w59K0bWP=c0in5`r+xR_P zbe?o66BBSp(KWL{fO z-k7B7GlXq%ZGC~`=G_cYciA9H95=b-qR;jv&_40V)c3e~MBpWsy)AwyhOk1&%9(vULwgf9Z*>e8o09 z!(B!;n4`0}#_b;=)TM6}wX--Qb@~<*U*%_UZGii748YI7_vCn$pT(Jw+QM>YjsZ9< zLSu^6By%V_i;ImT@T1&Ao2~kv#eV?+va|Rv@e`fJ=~L!e+#Dsk1%$iAeQ}>Hz$R}M zHd}Gn(r*-Bb%FqGHGU${=u-?dx<8vII;cUyQ}||CUMj94P_CU)T{6v22pvx_t+HA|6ZdAKs6Pfa>61B}RXTal0_$Rjo7_+WUkS*vk@r?lGAeV`& z?$`k+>oW1v`IK*@*mJm-7w?wc1$WKPb{pNrxKR8uId=}MD|f;f7m7b6(kh~xk}nj; zp|bLX#76OEAjw5?fUq{t=9olO&(EdeH%X|Ij3?QbimMs>H)1z*yjS)7PR(KzAtKo? zNlBr#e4-DmS(l3^!n!b*i`M|mgv-Sh1jUUEfQE;B>|artIIvVG_$-MCi=R4ausoSfWEHd#OU1$`knzsI$Y7aO|FR^Ba6Ck*^mUOU#FEaBM@y6L%1yf~Te-|jjibO-Vl%+zt6X{@A1;mvT> zcQn_~HTotd6me`%e>OL_Vm6giUW9gx3$DQ)z$?>r}0mVP}G5)#NmVf+vum!V~ zBvQAL8be5h*JSA0;1{b44Y!CRD*XKk!{6JA;t#|AHT)@C(|Kr60x9ToWxSYt-q$7M zr05?2uq{k90#Mk7a`Kl9+u%{{j(`V0%CY=UGAun@6iaxisu&zbR9HGc4NJEU8#m4m z!+rDo7;Do+&VaD>`9ZO@zQ6tEKnL6h?sdPVtCNv?mfJGPL1BJ4)qvn5|ouFY;-AI^oxcqXO8{|=MyZ`;VXFx_!Yg13Nt zg9Oaa6+|7$BAJw>)ED$haZ)0YC>m9=o+C*;kQgHU@v8yQgEe4&#?WKf>as$tY0#k) zEsnfCx69#3T*>#d%PrKE-yD|<)xD&Qe<~uV?4M$TC$hqE#zo4U1dU_ssJZDD5iyL2 z%C1sB8*CzxSGg5V8{j_}>GgUj2i^!ipcHl8M^!&@qqx$VqU>$)%Ue;mIu5@hR&|`1 zwidfog|m6=x#Uk0;>&HAGoo1We!h!|KP_*+c$(FqTyx+^S(-yHwUBXFI7dsy8xleO z@8FPS{}vl?bpgg&H8(+H&~!_7oA@*WKR>sLQ&(lbT@)R7x$QwhN2U=$q_)=?=8RmS;ZB7OIin3&G@QK;Cw97FLN#MzRNK9uHJWy@>!tLB~#7v+RKU3jTH zlf{m3w#T>Q;#~<|Ncu^Vl$kng=o#5?;7RVYgy+bH17{#WNV+chYgU8u4F`^twc*gj z>XdX83b3+Xkr?uSjANGlAKJjH?>HQ2{C#Mg^T@!EX~SMf0>)n1t+=!N-{^Faz1(xh zJv*Xj_iC~_!t%8o18`V`nNN5!26DH?I?K3f>$kGJXp|VJ)!3;>;ToB&b*{u>(ec82 zn=$Ywv5{c6j5j2=kvv|w2{F){YVoLMb2QT|r&ki%cG5a3ud8B8+EE zG8B+k^n6apY)3Mre^Nn0C~+IW0@|p;jYP9!npzQlOi#Izt=dTL@?VbtmHpRoxP%H$ zr!-FLVF*!Qdc8sjol^)^r?zh`f@B;{r4+jt=Wg`8w14ytGG!b)On!zQ4{r^BbK}|Xv9MhqR3klu{^41d- z<2X)-_KAYhSJ7Rf&v~HvuF-lDQ#PI{w!MPQddGmXzBFytntFf$K)L_OK|@GZuxO!X zbRC<~9-A5If`~U&J%gr`OAy)2ZI~aqws@uc3}Jj>P3DxQTKj1eQVRod!cET)l--bxTWD;^!of6 zg+5mt@<$jbd5uC}$sQ@oD8xsyGYWk-d%OZhAqIx2hV<1vkyQO(=SCqVLjF4u^aV5u zZM9TAN!B0*?%>v-4JU&PaBC2oI~gzT8r z{>i)lBkRx->PW)u$sA%MR+;alg;jxULrJLwqj+s`;KCJCG4qjFZ04gYh2~L)=JRdQ z>~Fyq%ow9)TqvaF0vC*7JDka88}2$EL+jWW-3d+@;8#}&t0O~#G`IP`g;20a7OQR) z0;mV5)>ae&SfXktG|pOQaJ$CuW_U8aYTm|hJ|LiiR~KqnnBh18TN9cKd7u}!)T{a5 zqULYYi<&-lQ1*YP==4{@^q)D{^eZ@hv@i?v9Nan~FRF(lWdsGz;Z88l&7yD?b(=GF zw=&&ux-(w2G1&mq9ltO~#OM;w^gZs~HUJbkVTc}s#fU<(SIY;IKD2o}Y(pGj?Bnu@ z86RDukLe!YN;a$fm=-Wvw=<{mGOMX@n-{_lhZUSr;!$2Z)Si`-6tLaQ^Qr{izYk$3 z`}f+wPsdnJ2ec=>mL`zv7|TeOzQ57zNgAPNaty$ajm;ddW~i*+=p~v#ZbhtvyynBa z-$N7V0AyCr7)iS_2BaSS9%7Rb)M0U`yN5hzKH+(gXjiL&sB`ZKe+!&0GmvaYhIeli za`6Nd;BJ9-HLqLkG$x?g#4L3VE3kJ2^@~0d*B%tqj8^;x+=bM1rwDAP>rUgvIQdk{ ze-418flyQoL4%&5zt1;ae!lU48Wy)ZH`wBDNlzbF%p{ZO!0(#c@BlbBcX*gK{zzD-Tm$xy&%A{ zd>DfOTR)6lNhA3(r1<*y&9ClXq(q(H^G*l23#7c^6=l z6dxoCba?%AJTjW)&9bmBYd_iDADMh@VH(yGub@lDcvcM!|H%x~PZ|)@m!x4@+e|<3 z7)2*+-9NA-phqtzw7ifIxIroCYZ;w?+lJ1%g2qJFrxTHLxf2*a*eFGm*X=n5;0k(c zj#s(yifI8`SWrQu?#USyCk|5L5Scj~Ma7AL2-sf85D~Lg|ERc^0Tx(P+{^J3Ma9vl z#fXYqq~I{V-a)B2QQ3)CEX_!E%#Mjk>JeP}BlTNk0oY4!z2fY^I}+@0hT-iQuM^A; z?;LfmKr0Zsjw{_6x9aV1UJkI-G*wk!lajdkW;f|4sp$yM56KB7h4A%>ew1zf593D+ z-HOO%{ek*}o)Ike!Ejxp7944g^Mzur{$ZXS7h3b82%ci2v*0NXQ#^P|TVKz3x)*SB zHTN(YHegvHuN^K{sjqpgm2BNP)sMvfl_fF z9yK#NrwN!r2mjeCKn;E$dSP1ef8i(6iu5T(D{^RKbdF98OO=c2xG+aqt2n|P48rtM zIS%`VHW=I394-9*ZAm-e&M5y8qL;`B!*33v2?Bdg?g5*+?( zppK|qJI~I+r)+IDW35;5cJx~$R$TuHP5|;%b6)#0=ard;e=Ri4GIvA*ke@-XoA9qU z#WGPSAkB z)N5K`beU%9&$~UmWux6~P%`ugD4Z?QgD-bA^U;;$9{)iEA58vy7UEPFSwkW_7})qM z&`LlkeUCz^jK>Xc-j`BkURW$(E0`0fC6!GsvAR&*D@=cqVftZPO#2_l7Azh-5i^Te zFP)!D7I8#{zb`QSeZDCEFrHe&pQ=4BORmo}YU6O`rSvRzx!kSWZyRS9&Q&fX9SvGI z@9PqB+S+{$z>Y0~>6hpUKw{{h3&_lsf)Z>bZ5!-xt?7l;b&$ymB| zSl~%3(Qeho#MjRU#n-w-PrqUOexgRZcGQ7bGPuSWBFP}7dICzRfI8(-r;dBbZ8Y79 zCgq?*Aes0lg3Fw##vzCs#!z388Q_etyEt5@-k7RGWtAh1>E1L(`#Kbx)@W({#A>XJ z%4{A8N1OBx130V_avMNg!W!*3L#;4yi75$XujAp`G&K}X|D~&nNHQFQUm^NsUh_P5bcFyXt=aNTBkSA;yG@@M5 zf%qK8LU!6?#%fTmJ#eHf?V%q+Gpew2v}C*?5#+xFhb;RqvH@2YVvGR$U1$v2ZprGj zzYc+Cw!DkE0ZeXyf_4DsaJ%on;9?Xv&gqAZR$xaAxRPdZT#-IRXtLAoU=(j2HI_*iTg|@f4ex3&qTrltbDzbc*k>!!1WGMq# zK4nXm^xafqrUKtrp_2Rk97FL;1-3k-4}}{y9`wSN+U!?(R3e837wFRo7GsYWZcjVT z*&XGMjdmkAA^w9TC2cx>ZbQe&rUOrO|H0;DZaNTl0YFl%_LZlBXy-mg@=XVhl(p&5 z#OmZU{dLct4x&2UhX-2 zvtxR8uO@pVEGu&iz+n-_K4JME$o(GcEF*O39OYKk>xMDu8DW2f&s{~!Y-F|AH5;v9 zq=a822a$Z;n#n%du`;*Fw)1{hHF$aA^G_-Zwvyq5=4-k~jbDsPVEQj$yB1$f#B}83 zl6>cxzTH+Isfze^{hY6J@1erF-#{1_u(*`CRy&y*34TQdTXDZ4`4qvmcpsvLSCV2A zB|q3rIA@B?tbbI5001Xb=$&$mZO^JC#aJeCc#%%8B26Xh_91R5S7) z1hZ6xGt2@==LoM1Y??)eGJB*dcyP~_#E$=I9E%-}^R-v=qo!s5k)rd%jMh&<<9;hO zKMa3Dj>8cIp>4?s*q(ua?Q98A2>5y&0om;p0;nn6fGPn?QmGLeByCkVfzeC()%irg zKD|B&RD){wI&il-U_)%oWMP>IUv!11#sQsJQs>(Uvcd%#VABG0tjP3pq)*xZ&!S|) z;!poRpJdwFy|B`2-41jS)!KTk#_f=Vt(PLfN-#t}CnmFNPnR-l-IYQM^-}iNV`q5} z1v>X)0sIm)o;UH`+TCu0mY5`;t)s=VD}@&7rR<+u6fIbUs{$O;MYSXt z2A+AHDY{xDnQOYvg;ek(hNT?}OM~{TkVc)B{VR$h4I>dQpHHMcsavnbkydv*RM<{M zVM!@V#n%lAUjuZiP(}Tf{Tqv-3Tx0@KcA>-7y6G>h6{h}1d+U=9`N%7Nfv{AzoXWKk@j$E|}W>Vku@4twkV+ZdsE+ zG&5=wT*A2EA{#Eyl{@;;w-F0u8d-&FlyQrVLPg;&=NN!1_mgwH%9T4)8Md&Xa%UFs z?3NrJu@e)f=*&ixhbv6%u!u_!gW0NoZGskHfo0*g@e^g?(x+IOE4jz`jXmZlQHvmE z;EK#5fQ{uF#qxGJZ0Q-e&zGRRK!Qe}VxTQa2JVx&fL{j}H^Qx)od(?Q3C6}pNjC0l z0cH9snXiVy8zQYDlA4^2i$mqj#{GRcK=_<_&c=<&e zGIKX2^N-kIr~NGVLv+^oSReSZGIo>Td$eTi{$1w0GQGNAfTmdoh=^DBbM(6Dl8z?c z;-=J0JWhH87X9dBlUP3}KB?~xJ}Er`H$I{0uP_b<&p` zK}_y*Ph#l>%GiAvD3ah=R}d8Utb=4fTUy{jM(VYf5w)Uk9J#*zs8LExrk2-8 z%NU478B5XV8b+h1+tSFt8e5#c=NKUHZun?qgDzq|E;lYL;)n`&w=mp2vncM+Y0Gh^ z@>=tz^YV%3eO*FLdyFbk%+&Gq^z7dlfm73cy9_0_7extrj$$aWO55dlv1(%?=Y>U( z)6dd$pbK?Vb_D_4O4AEGxMx{rrtTn<9_47tXVQ_S!W=LGR`Qy!vqs}XaW*lYNqO+^W%4{{BhSJ>%U6iA zK%`$yB9+gT^B7F-eb)f!IS$bCUm1D~_fVGkmUQ?-R)cZ}5sn1*8zfDl!CbT3E>!j{ zSI`U9z2e>fj&m*he`SLwvTkz5Man!vh>9$f$;rKpi0S7V&2^;>@ODNCM{{x>cp|xX z^8cme-tXBkXhgZ520Z#5#zJ=5<7ZZba_xa5WoZxn%#@M3%QZm88%l^vXOa-F#y@#I zgt`#p{ShmmapD=Tf4p+BWL%n{3g0~)fuEn`Uh1msJ4Mlf9-C7M9oagK$1`tcn0q3* z_le}*#F{ztm!qsC{z=H&W&g6GERL5vTr?PqKat$qU=;whvH~|SvRq%3ESTlG$CfPV zyQ#z=IKHn!CATTZP&~PpEf48K;l_=7joDJ0{VLCXo7xP2`Vhf0(`A zbN*)M^z2?u{zh0{nPUJB3$yKI55UDzSm#CX#6XF_vCc9Qfwv`lapOs`3y~E3-At~_ zP73}f**2V6SWkQ$7mJ!8{D0&`lU(?j&dOgw(=5Rh-p6~7BH8&_&eyrKQc=MFPlRy+ z6NE?da_L-xOH;vF+@(qGOz>)+dlq1nCkwMllXLBxoJQGR%_14UT$LATs+9ai05zzt z3-OQ5xpGM)ix4`_K{Y&WMY4Yt{su@KzKY@Rw`}p}KLuN`#9=j~{s(c9_}kEue+se7zj4R^yd0}l4-AdXbM;qooi6L7QaA!V&{2obEfV( zV>?-LFI>=X?_A^)ta?K_GCcBB8oKDSS$l>NM{_I>jg^XokNxx+PcKOQ`uZ(M5|@ zy*l8CZBNUB2IQD6K;BZHwM{lK4S$K!iM+(T)5#HC4Q{V~Jd z4{fj~%w>EYm;?DeLSViK2s3$b-ji8ZoNaODNtnuVXbe-WJ-4PYM5XgS?*F+pO&j1hG~aA< z9k-_aD#xoF7RG3Q_y&jzqK9S4{f%HkqtT!|6y2*ySBI1SlZu^MAifD@eSCd&= z4DrnY5noS3yyjqdBAK;{cY(Q`Vpps$WHRdu85g|3h6{A%j$Xq%hy}8BFIT9HTWl06 z3b&VI0Iu98a=gl6VJgEG7F6yQ$*f{0Cj2p(!%;G;Fag6NF0J8atNzKX9|A0}WY!Pk zCrW0ePqB{02@oiu}^0Gv;^%l5;Xc018qr?S#0>?V@BdP+LCh!F9tSL7a>VhdKEW0Kq?UbYi62~IPGbx3kA zL1yN8Mt?M_4@Z84eVq2hoWkjuQ^<5No&rs?P6!bfm=@$z+pWNDKs81OstPg_H7^>>)&r+K6Evn9cd%PuG`ODG@UkSSnv1_zKW>GbVhe z4HF8>7iV{j+I|O7KcD3*k|nrT$TD~Bs`T1Isk9{jk*oVwiy?$^P!CKd{%-@I0WXyN zI75SBU+SlLgKO?M7nS|0jgK?0?H<-em6K z42Ri$-+;z3C7qnz$B1HDFCuXz!j{hmKvI5`1~Al5IGvJ;ot}n0h*C)6-AQHa=ylqviQ2+5)tlCCq_~2oJ5F>3^-1bj5j24 z{1L=a*+0(;Rp-JgsCFAjpR=HSq8dnu&NDByxU|@U#gu{!Pw=n639xXzqCG04P-kU- zrwvkc{eX#sI|w7D^&%?tJb>@AKCdSFxw)pmp)T&z9({$}+RNxrc{8l4nTE&BEk!pY$VI4mUA9LZ0az@0%BM zm(`$L%i%~_T26CYosy11ftjpVB!>Jy#4#Zr$_8Fts?f=D4>ZoX>M~^7uosemu~&90 z&gvh|zXM>q)9hZkH(%S+zAeW992Rj56AqSv5?*4RWhA^@nr{0|vgL5;60QSv7v6E& zU3mN@!Cgr|Nv2{o_937co!&ubi)Q^Ryy`|9ymU0W)C6tk^aw4MqW5+>%XJY%peTJ`c1S zPlI7IC)?~7Iia$R*>Lw{(Ce61RvBT;`AAlX%lES67k?Na1Fd*2{;@J)FPSV6=FZ~q z8g{U&5)hSQj%GIRE}57;w^|prYN3+mqbr5vOBs?cwnegk5w>7fUp3=|14_i;aW=cS zgYyQn5|NolJZTiVx?>NU#x*w65St)A6STiR71}2sCHffW!p#DHb{C2GmNFZu9r>|A zewT!ywZ$E9I=8Xu7$?_05sz)FA^DCD$AKLkA~F$s+Kx^b`D27$SO)ewL$nUAcvvy}zb_L^jt(w<@e623HP@69JSKHuwcHCajuC_ZJ57N0HV$Q){#;Mu< z3fS^9W)_)IJAmo%VR2ewxc$(}D0R5&ni~sr2{UXQGVgQ5sku`gbqe^cu=0$R_GD$E z(dt%e5x&^lo1OrlGGGONc52eQ?7{O|4gI@B=GlhVtaY7{{hxa=&V2Ny&%Jo}7C8ta zA6~5-jP!mZd+vBgX4);U6*!-NDDMD{Il^S4(+zM6m2Tq>FFFi9;)z@IB2LEn>z7_= zHJG!7k%H5yqS0xG<90gktaG>l3`yJ!vmKjhV;xN*b(c_~i3xCb0=<#NX&)o8OYHz= z#9jxkDv0sa)95$IM}yz^6kA@e({62bx-*S~!15jN?Nc`$51186R%v>zDS$L8dDpVX zyc_wtGlJI>LgQAg%V_$H3ib^>#kzQED}XAavjP+j0?HrLK8;BpwBc1ydMejlL)r#B z4=7VNb>N0S7ubpdP@BzJCePwct&A$75?B{TVweY*p(}=KwH<^&IG4#W?*fPhPxPy3 zfkcuv!h*tIVg$xnqHIIb-xLTFlX`$#G8@nRW3#DDyGPg{bN4*^s%7*KH!e{}lUQlQ z!k!dt{s62}u&loq|K#1&M>c9(q5ZqqVrPHH+JOgGEL%n;WQ(nW*mQtE;$h<^s7uI~@4#Y((^t27TG=%9m1k9puV`u(R;yXk zN|xPK#wyll1siPj!p@UcuEAF=>^XJCx^doCtKut_B1pbfDs6?zxjMb;&8N~98og%d!;kf~M6B4KT9S!G zvuiA`h>I?aTJgWHGA8(+HcX%!5%BKpFEI{?8-OB~tr4;KvgKHOi!a55?8x3}6@Oh2 zLVlM95i$t<$YvsuZPT$Zm+!N=*cgO{0k$1k(j#2lU9b9A%d@2co5HJfJox4jj{d(mnHln z@k#u4fekVv{Dy%_!-P-Msl1ZeSOg5>t2ywKtOn*>hoj}>x^0CJ3%qFGP)^Lh7U3)V zzil%&okKAn|LM>;CxnU6yZAz z8mSSMOukz|HViQ+|7H$*$ZA;5bvRZ|uDh@p?ttwIw3Jix??wpA{#`b+)AW8B$sZB269S4g zN6PI>gA?GzB^X&@_(KfCAF#o&&dZ422MN8o+(L{JHoS}jB=PcY)7YRifsLUdi7i)9 z$AT&OH;FJ(r+;UItq4D2_V*VEVb<#OTUNtzb&6xN|p#IbTR<>dpR642bLP#Jlf=x&#fKFfo%EALG_my~ zHdv0Z^_hT&PZ6T6*!oLWLvpspadNWtHS>#YVDEYCQDWc!9?l3D$p#xbo8xU9{{)S5 zvNlCy8s~^c7nG-v#&1X9FshL;L97xo^0S z0I&axCa}j_0n23sAQwB*D6!oR)tcLI(voZDywP`#I3~OlX{w-x;}V_#KIy z#P2(joZ9&u+DS~jM(a+nhw)6JjM(-n8+=6+^tmvjorE$|LFYK~?Xwz|Ga!zYlL61O zKp^m4-q$7W{3^my_FbEK=Q)ybI|#2 z1RB2q8t3FYhGHAOL&7BS-B>(yCL?SniO+^)4}!t8ClW)%Ss%4QPlU71hY5U$Fl5bH zpS2p6a~6)3le11q$CyA#)+-W6{?~ELvj0^Zcy%s99DNxY=j0-WP8%-50T>r$x8j)` zEFeU4#XM!euq%Pif%{Q7|KAMfzbcCJQ9ua~e0dKPT-frWxfjfh)K>t%W1Rz8`XC(6 z87(HJnEQP-mG$Qn`>e%3dAGbe`;5a>hM;jj_Tks}rH1<$nKhxG8UD85p>ONW;RSl5 zk0lmKQ4QOmFruh1==yBJqN%9Xh^a!%xq!lWW`b~u6$o5u;kY@K)^!4$`3ZOD>3Q?q zt3-+a44hfnf0_+ebl%+^YfG4>j*_|8%7^*RQ01gWatjvBj z4$CJfek$8_%VGIgj#oJ>ESta<7EHK9jg(cn7t5b;ctn=0D3g#m9Mz!~IoQDaGAG?^ z)xQq)Yk_#I4)q*u3Z>RbU;ORJEpH3gYOZq?i2$hVx~ojYOOq;B96 z2GK}Gs*-+wCs0UV;__9TelXH1A{@yTr*Wt(zU9Rf>NkV@ze5hNwDi;pcBIeu$G7G1=sTDd&9Nj z31s4Wb9+No+A`b-#hQBo)Mp-_gv8MRvX7yX%FS-G=XK{^JI4<+8}^1nQyvtUb|Hfp z+7ChfJg*zL(=+g84I8EceIJCcCH}S7X~MU4kR@H2aH|LL*X~@n0;H(}?04K`yB)OJ zfv5erXL+~|QcVLmD^-qQ2KO91S&x;ZXDZe9^fWZ>LYHOs#A|x=q=JdJ6+$9_3?uRe z$UO95ZO4P0@c`0`4tdSFJx7J5y4#drSA-kABMnIQ3f!RA6)&v_SJb?T-W2q={;=C= zVd5$%hLWC+q~s~%2j?iJzsMr)=QR3JmVjp?;>;ZQG_9J_oBmbba^RP)D**Xgu7 zl{(xX+4MSqX9Tqx%!M1;y};~c1@$r)o)-Bf(uKbh1Rz|``c*K9)~A|3L>h<3;vBkw zs5+pi33HkY*EQYNR1cEG0poBzX?T>^nhTF-#zd9%+#tlRgsk96m?mJPQG=4U-elv* zTzzH8PFLztcoY<|2-nphWw#>Aj3Q#`0i1`tPRnf~={C?4z;3IH)_v4}zKQj;&h{A3i)jGYfSSTI21`)Yh7JXe+$g-8vVZh%E>Z zXi>rH2T*PR$g&!qkDa^iV!-SA&SW(*3_elAoF|6CqL;|J2ffaC!wV+aVD0MGdNAFD z!Qf7{36Q2*P@mhgIy?<{bGjnMR8E9#+UD*KkL}Jv+4&=tdSj~Ig#Un#k7>411lD$^ zT@bk2dm!IkK-ls0oqeq|+gOc(P<)!K#K7bZuuZ6h)(3ktFvNOLPC+98Ixu~3H*itA z+JN#7Nz)_DvlFY$wtKMRO+$J53S^#x zwnmNdif|)#i8O~SKm)uL zfLet&##2~vU?_MDy-mt5D^Z4O^n4XQWS>X;lX00l5&!p%68!IL_`i)O z!2j0c|Bl5U*1`XJ;Sjb8W@o5x)^0Dg*-P*5rFZxC>SuzPiaM;XrQYgetgCNf&)AiZ zD`ziUr_-O{T32lV7vaPJR`vvKEaE+e0R0Jj4+IMMWqP9Blq^NBo)CE`-ySl091^2a zqvMSJL34KkTq;hC_Qii$7M4I6RogvOHFM#bYP;EF1cn7^)z$p@Yk?Xso7)cpHREk5MFdIQ4Ah5- zzmHqv@1uF~ca*^2s#|vL-+Rs8r=#j4oNYBx8N;9#9w*l~!Ar!`Yvf~6ENdFAY7;JV W0(Cist5KKR2L?NZlfXDYYyxrO1VSF~1qgdg4A@y7-vnGw7gU6Gy>yQwDFE=;Oz^-Zle==FK+l@I7c7j+hunI zM+u0uPu@7kAzLxy1CGvIbz`);tN^bbAFUAZ?v0i;YRzD7Z+F~}N`9x)u8ns)m?zEa z_*x~TIjo$Zaq$p;FK_zO{I6A&?u`C1?oS+Q2b1(oH(J^8r|8vO^@Qr?>e}k*)#IyY zM7M3PwrktNPOI%t1>3t}(B3|Cq}6DI9e;Z}m}!OEYn9H?M!6j{0zVA4-*D|6M;qG# zwSK|SP-ftawL{G7%st0-$E$1jLTF5GkPo6$CGMI*=SZu4$g4Fc1Kjj8>1n2J^(oo?(1XMAFsRWt1X>S#r+$;6OGuV}j|T6KVns)KVJSPcANm|($Z-Qikr zWC8+u6x|$}^OHRJHnjT1JjRVy0{aSM_IzH@F=At!t5*(dr z)Fx`3x%=1$9lt#lbmpQ><>^+X+X#fTlH>=Gi8i&$T=kx41?z8OE_#lXbcR4Fc5^;@bO_S^!Ua#;Ws@fb2Zx6@ab%6 z98D%B0_ZmtuN%@9QE7EX<<_@D65|4nsPXl;?)X|^;A?fX4jUh|xlVb!(V949GUEBW zcI_g%DhvJ_3xiGvvk%86rfX$1sZIM}RXKgz&y|e+mmV3tQos_I&T_Z=iG&;ChSq&G z#Ej;Q<1{4nr@~Nu74&p>B(0HyVUT}T>~}#HN)Bv^;bhA}#X>GkBx>rL0CN&M^<{V% z+qSY0vkow?CKYY6)?`#%Zq%R&_w1ajqmvTflxv+}+W2sP^SC8Tb}N;CM@f=^w}Wv| z$-_VD8T9oEV>Uq>;2)+;H6frtD)h5c4Itb*wFz$;3Ow}A(DR!W-VJGzAgT$!;SoWC z(n=M-@+&>MYj+A=^1S2o`2Y{HT>~LK+{(pc$k~tm<=IWrfQHr zG<%J$5hjTt$g8!fsyFQ)txb2Qy@o#p83R1lnnpi8JK#1Y@FBY76Rz<3r-D!vd@t9}>f6CgjyBOG7#i_D={ z$)O~g^aG8fJ!oMq7fl>(1dgslV~!)XXVxZbLEFF)&Yjp_<>>r}9{GUN$am4#d_-EL z?s)x0coIjwu@BrS=g!%PbR$iamf|Q2%{V8`SN9q_4HxW?p2{{uT9g`E<{b>6*VbRC zvDqEZJ_gXITj^8X`?ak17>)0L7|$|fbRYRVfNZ9w1IXoJ$mC(jV@;J@77s3mdu4E% za5y2cV3JFFo@d_RCzC_n^)j}l4)ujs1$3)VYmo7>FO})9IHt$Nh-n7Wku9TPEG23Qh$;NhTGbT^`~j?j|$P=CeYsJ z813a6r|X}g-Z$4j%|5Mv7XMRh`&dE2I~Z*ZMp*`3C6*+5MoeeZ(|#J7u)j&9XS>fR zp?Wf?_3MmU3lsKD#g9N)(nfK9v}cH&%ROqSed-1HNudSUj0N~7*9FMdJ);#|OwUD2 zN6CC$|9ygrE21RCK5jA8N8?TSo|`?Sp&64R;h-6lhLfThN0(%se*2w#<0rWd$!;V8 z^uExmxD`elYc?{~H9GyChsHQ##nm+eT8<2FFn;LKp6@i8P}gXbOm)rB)=tSnmxLz! z0}bKzE)XiQau$&B5{8U?u_8`X9B=s~W}K)9)tqkfo19C8yt%&Hg60Jv+P4S*as<+7p(F-$Nmt*j$mHkQ`{^91t zY#A2DcJ1iMkpSkj4jdhmmG;g%+TB1pt?yPHo|M*55>)z2O-zwBF-h|*9HI3$t5(rl z7Rz6qiZA8FK9RYN$s;!%!1BhJTw9EzjXii}2-A@Ss-Q<)nW) z{^cg!Qe*yo3WsT@&}eBh?lvHq{#(>!bN$!xzdXZ;SgHE2@z3AIKCeH5|0$YTCCQ0T zyZ&DD4*KTf&L72nW@s$KaAHgo4x_{V|a&y;*w~i!WtREna{;onWa1B(D+La z{AalXM@w71*!m(h*<2UniqIv5F)SlCl7sLcdYq^7$H9tE`fxUu5Bm*t5}RxEoUl7H z(`t9h;k4iGu!C?ocOOttg*RTnkuAtlSFQi&5Aj)Qj;#L*Jz=pN_sjJb^6VE9zZFiz z`?T1D`tis2I&Z4)j?G+7aS1-nBTOB0Q2lK))S&u1gM=AG+gv2-oQg@Pevsfs{6YQS zfw5e;c?d%F6Vw3F2ZsFX7l2TGJQ;aV{cQD~>gVdG6Ryx5q7B4~k&nFoMnQkzlqch> zWm#W=Cc|7K^UU!DxIo7!e$>0z+v%C3L!{_H0W5cj^}bp*AN4N6=gn5% z7GtFn)G_JFKEP#$-#ExR5}>EcpAn&}@MDAUM90tL%NbKhT}b@W{CT?ze~Od0WYN>G zncaf+sSeKm9QzvVgOcSquO|3(Fdi+=p9Arx0J<1o_J!Ht$w8qk!i%naI2aF_{O7=X z4t&ShVkFKm7U#M{127HQey2Fo#4J__#nmS=`djnptkZD9UPWU-@1)%{l|M~gb6t$_ zq^w9h)$rW!0uNcIq`+8>xxa}6^cV~{3FSBLx%oix{kbm}W$es@a1=vYip+~eA4I=X zcv1!DH1L!X%yDJW2}q)P!M9%f4y|~7>$UH6QN0YF_)QlYOzc~0L57cH@r7}~2p0?K zh}v0{u{Dc-)CIjJixX}?%y4UEgXYVSZ34mZSw!_n8A1cR+hPD=hJMK6Q{g{;2m3TG zh2C9Q$?i)#YAYX@NBfGMcNLw5^&|$KLqg6xzaYd?%v>$R3{%63OPTM2B&_Wx2`Pgt z!TPs3N#%zB;e6NUASo$jU?fAXEYN6LlKhJc3Qb8u`1>)#pOqxxsCJPgG{9390|-g- z4U126B+2*|cZJ(g-L}&~e0M;Kz>#3+i=9W6tb93GS);BGFDuJ|p(km~tp zpQ=I|ssb{ARh+Ypg+flwxt(ULt6ipLGS-Qh)0J#aR*c1`@4{Gwv~w&55R7$}#iu!p z^^W3Z9(};HK3=*WF8l7y4;BVrL2nDZE9?mtzOpE!lGsW2=N2}`#coD9gP|KPl%Lp@ z>G)k`1eX$&Z=Q)&s=5e)RKGO`-s1v?$$=D9dp8H7?>YE9E1M%nvGR@7f001rv7441 z=xM#R=(H%*=>ayae8D1^`R6$XV)2?=txcwh8Al_wEhRPDH_)hgUs2Q$**)rtnrxX{ z-w4}j{Y3I+^n2QkazQw08@tzG!-n5ba zC~QmF?Tu-36I}kMz0XU{D>$ybIOQ z0G#UbTS;cKIHU;1=boGVUgI1C? zXw}G$(JxF`P?7Yz%UH+U;i^wy02$MwB3)2tCf+JKZe}(SOtnIkA*tVu`9~{T<8@xF zWCizvqiP9-k+Em>*RoHVNEW7wLvIF8RrfH<3{_HC(BRH1@TpB` z;bp{hCcl@wz+yUkUTSiC(3;%Ln9g5Ptrj`Xr)Op?n63UW6dLIiLd_Nt4$E*doY=QUv$c;!IQ6X`IcB3Wcb1@rhQ$B6b$DW8}=s!`+BNhtz6@hJE;oGbhw9Pw$ zphlFs@F%LejL@uCZ8a*PDDlx?fsLi?)oC>mvdD^qU=jH;@iO#5q?-g z!42qsGhIZ`#lxS%?l>!-rfus z5>GYher&**e>iLA1}CE0o%1Tfy5ZVPPwJ0dCS~&DI;`cBY(`f6$S3c@14JypYcYV} z#}8P1D)^C;peroIk6dTYZzuCaU~ctLXXb@z-M7T5id+wZsx6M))rj)kE3PppB%Pog!3mOI~8_#-2&|Z^2le{G7SJ^Mn zTk=QATOdA)u|T;g%@5@d9GPD`H438F5RH> z8GF8`oMmL7qQosqxL3UKS!Ow;;AK?BrQBv|%`L&G=SveWJ5aKk=2f5D8mV|NN}N$T zwp>I{(E@4#vm{zkikHeIlTnaa8YyQQ|Ki3I?+B&DVp!CbZ+2>vvt%?hL15XO$m`}6 ziql4tHPD~Mn=9TlGyTMsnd(2L7Tj#9iMakTBNr_C@BUUYBlj*Rdm@R)9}im%-06eT z|2(hS8xgN4X*O-aw{9zq=k<(&9;mbkx)jm&szYRvtI%HRT<8Bz1Y5^=&Mg%$4-k9I zD+Xj#Ym8@>+&<7G(`U$aHzgCI`5R-?{PeA9>%>*ICoI~WD92FH7MY3HqjBEmP6j*? za<+zj8ef`QvX{n=N>WKgFU#KH_AfQ|VRx$+=1+J9T@sU@j@N~c(`<4hp?pj*1$)nj;y7fefC!Qg-Wh-24tgYIcnV{qz z)=@DyQ?Wc%EkJd+cy$NvbRj8e3KlH>T&(9lww@`0T`8vEgcI!4*b43CVU5yI>g8zAllc~cGt7UjMooR>ywhABx= z{rxUTPp}T<{`?k4ON`*wqvC)ej3n(PA8Q~!?gWG&LmJtV3>yo+7$Ebb>4U12b)>Dt zWw6XLWiKFy9Vh`!cpf~pHIiHY#09Y?OVQH)AzNB2mf}?4!csKA6dNGUQVSmd|6Lax zB{+aKk8kr?#5kbGh2Gz_{$nRF1P{>ImOS9(CLheTzH&97$}IY58f6peHlcGF8uwGT zh5L+S-i7LD08VxJt%U2W!j{&G1Goy2->Y!*8;Zv*oOWUt=Ul5?>rhWo>C11o{aL1z z8RxVfg9^Log+j8pu9mhV=#Y4^y!wF_#m{$Hy976!0_n#Ql zy!R4|PlX)dH0KHn@t%VlU7p^gu{U=(=0=xRZ3t-Pnuxc`a-% z%j+w`PxpfZIrh^UcnQ;Pb8L>tMgJjIHtrm!|Zip3b7oDmvcnYX2`QB+N{WPb{T0Ct)*MK z9ZGkgJcvfCbqGBiA|F;Ql#a$|-ul-|bC>JV)b~>h?vOK(qOT9Wm#z=Kh|23;yp1f= zqF^%W+FnvpuP#Zvx>UcqH1UeJx|BM+Eb;1M*6K2Pm27pfR5Fega5&1L9Zvy&$%vEO zYme&^%~B~f&KytP0WZ3yzgSUDt9s-m_y>yABQM43k$Wk1#^7r=N>i)i$>ItVc84%* zU#vQ{5;4z|>1h7y7UeIBN0ti@{jt}V6hBx0H||P`7e}V_oJOsANYs!I-Is}3B*^L@ zmufifpEScopQ_XMyC71UEQG8ggV4QbpX$g+L2bhOb5|Uz17g&~W*Q!pE-&mi>bEAU zM+U&fbAXFq<+z9$Gjoaw{|~3(gwc}5z?qm-4V-omNE0G4DcjBv>C}1LU_7*1mVx!@|XNey_sP zE*OAd`L7lO2w3FaDwV3-p_rvl9UYE8POZzny^w)Dk2HxK%BOhOHn z>dpLARjsnadi?t=V6IcZEN9o+&++7)J*lva_M#^`m7j9LQE_MODD2+I6{ng#e)XJ# za|EdRsP`%ze6$50Z9Pb_Hq{blu~y7t8;%vrall$53wrPis79(A7$FY7-PUDo9g%6eH-Yzr~7&HhiJw&m^)E@>P`W&)}q%2hzD zFO^zg<`?x0p=P*R5Gx{<2W!YOTFk7NY5-Z%sZGH4=7(J@9V+ltcsDvH!NXXz*rig% z@Aze8%;3t^4iS_wEWM&+8u1Eg(wyx=b-9^0>NU&F7Ao%X*k%0gfVLVQ;xfj;og~TF zTT!w{kQ#%AOjFdn9r$n~GkVm$==PyMjXM!BiNi1yQh7XPH>Ae=A6{Mv957V_m+&xV zLCD@nFg7)|4f2B0JXDM{Wgjs_)|v_sPf1**%5GEg7{E^kh#U7fLQqbylMRnv8Ghv+ zL5XQn))JfR0UPS_fLx?qH@RUfNRBDrxWh5F|b*K`Os1-jz zkwC}1kfbm{5?V4bL#Uj6V%QuGHsXF zVPIHJXTG}E2zr4Ff|wmnkSgUgUB#9oSN)c$3w-6`)*SO(ZWw>X0JPql*Z^_$;yp-{ z%n%TKH_P1K2iV#N+}5Qu8e~hC2dF`|b4{D__S`|Y@$@a6(QhJy=!C?gNgD5Yu8H#% zF2tD-rBt5(PEJ1d;-cy_pb!@{N}jkduhTd+lSCyta=y@rnRS8Fs#+(_o}D7$F&ClvtJM88MwrPy1DW9Qk5sqqhus0J$d(yw0ACpQ(512u+m4+M6tf5{dIhE56lc zk4jpvNCn}#O8%$9IV=Vs4QCSrE2bbv9c2tjwVw=bJ4v&fFj7fqe4Ek%kyMrSS`)`V zx)4V~|6@1&aO~LYfB)e$pwR!mPmL^(i}Q$l1PI+ZPu=Sk*{}|CbxM#F#L8|6LgPH2 zn!yc()8y4D`Nu^XAdMR?5;nRXgPt_Xam@iHFY#d-C2vS}B5Anyg~rvG3$7B>OSjcr zz|a-HpK2LFEeGd6^nfpL8c}T3fiMlENSoO79I7V@5Kc|ukQUW$ToS1miA3-X{~sOQ-KQ)(Ew>Ybgk)<$Xv=k z?uaxFSVkR79^gMTp5E(%rvw+AjhXxgLzM#;e8g!$!38vmB^O*d5b8j|#XHbg{X>^Y zn$-6^p!9PLrB>9(vF}2Cv}S44*G%(cWunr-hedt#y3Nw)bgc=3q}TXEjp6UOU^qdy z=K=>$F(fPSr^>K@a*FhKS^*9d%`3j!0QeLkjmCc~ivXe!E1-ItO6tZFcjai z3uY4ZMc(%V3^@+;HSIK@pf4K5lD?pXKV{DU`~d_kGBi#Gd<+yq-_u!62>pxq zWyENY(RCil>{MCRWak!5KU-w1y$<|lSFR@8N;*q_sp;!8*7POg@G0Q?G1V%1VA106 zQ*oAdDac78b25fUhM;)4knHag_cN$u$n50Ezfc%T3-Qmru=Oj9YppJ9{hRzz@=A#C zQH&BIYfUPXvA-1G|S!Wx=g zJ!GtObGOl{At2go%}{(Ok42?w{4zs5R+T~Fd;v$)i+G#sBGzxE7CbXTBd%{G=l*XX z9w(*xfl-^5#m~lSWAGUEQEyAP2|RAu5sNEkVdU(Ej0@l9)y4vfC2urXU%adWT~6V5 zfP0F|Mqq=8&i4^lEdzS_IIw((d~5RnMCW`S%6z2OsnY!ywW(%p5>eqO&Xeo{pc<;k z4j$-i*#km~1=RQpk;ZhVasUVsV|+NE5a}lSv(}ka^}c1u+ZHkzb^}6?ygorg#_~^k zdz53vIwnxf`SF-(9v;7ix}>n_^kGs%X!}%)m~Q7=1oiba6^poDZsX;`74rnM&2Zq|Tb0BFZ5j|ipn#ez26pwV1Z6=YA#HqYG;HGaa zei?fD?QPN2VBokxlL(NCnGl@yAG!RyDe+U4PhiZ(QpW5xDT9^1>p}tvC4+*?zs*=A zrHZye^;_ML23xs93r)@c;xZLeWYeu2KW6jDmkP3&JNq=-+&}_E7#M{tAVfW7F@P{I ze#7EZA)&s;K8-Wn{$ffb@tv)dbSop(FS zN}9_N3jrvWzGLyJklXw`oDX(fZWAnJE@5N!=+5TWFVs5NElq?sGYcVX6O{UnDpGXd zNeC-_iG}oM%5DrA_%#(_HD0wQzonoeX{wVhz1&8ukeak4A`PeoW7L74}(j`08W`V}{lPcrtYl!_^DG+F)7nygHZ;@_)Q(a$fg zM=>$u-g^_|O?o5);ts^voA(~KWQi&fX1)P?%AXo*t2gGUA-Vp-^N%gKHbut_Jeo#ki_!?y80(^O-qvGSV%usQL1c6vQ7n=C zzA$LO1sGJyhy8X~mg}!cs?%jvxJCtO;QsV>jjC~l9=R?{rehCeMzsN0`67S3g$phW zT9X&AD^ersD&dUIi!_BjWOS@SwkbM>Akw7tOKOSJVxAJofb2ja#LY^O(p%<{l(>d# z2q#5J;?2BK689P#66wuxB40eni;MioK9Bn*uW zv-h5iMBT5m``o!+DH3k*CoX7{mIpBbvYSXdwdHsyPs|9Xq70GhO6FuvtCpzlCQdgsu z`zeFN%9P8olTGD@@53OCuUiZtEHVGf;!|N6;soak%V#;#WA?mnN<&;p6)Y8Jw_c@t z%*!ke%Yufe2ZUq!?OD<@+f-l1R?)zB*;YdXS@O$WBbrMysOwj5-a za8oO@0;eBPolWZjltwO;SD29E}$_4Ye z1q^Q(5aTb&!nmPDJpRl;D=cA8EXGXW)Jf$tcz7~cv>%aZIsOWl;nsb1Mz_@%`Q8?`cB#(~VT@IQ#Tr&;*l zNzacB3;(5parP!}<6vnqT<4Hy=u8v;iDcrBe=C)gv{#zSe+P)Lv(}kL{`aa@QM9;5 z{^Xn&$jbj&g@CjZa;}yC(`cG!YDrl6KWX{7u=4AbsegiC9G;c`uhE^QmH)5$z&uY@ z{tF#ADb39PjecM!&HNhKgP8gMjfNFwe!gbR0{ti+bE#T=Qo5hy4MsYcRNCsLwN@J2 zMsST0l-_VFQ=3IOd%q1a(PQR!X{rUs3D2<=95gq&3FKIl6b#F2#WbKA_n!4*q4?1` zeUAFgN^q13-GqAIC%51{7eq?M{tRk#=ALEH1kT2v#T5Hf#esGQoEQ4ApEV76zRx`F z?;LOFyVQ!gjenO&|R2X}nYcl@;u;H#P{~c|1-e`#bkU^CuLRoK?!l(G=qBPt7ST-6_`- zf9VzcQvN7;iROHiqKW2D3J2P3^1ovgqDjyLNdO zd850$i?^{%Yj$VTPVb_zOG@h1C5cy;>sOa1UOk_^x|BM+EcWW+u}j&j%ji|I)nyWA z#|k(c<)D;3z+cjGP+x}4*H4ky)t?x&B{e@oEx$wDbVfl#iQI9D4C%Q}Kwf&q&cQy* zkT3B=G9i)c_==_Hr*lnvcNL{Qy7EWUUf-kYy%q%wWLCM1-%6I)@J7NQfPZVEI}Jku zkHA4R*L2XSw)jnQX{C-BnkxY=)NF|G8@JPN(*;BFG%OgD9H@1)Pd(Z7#o1Abke)Pq z`Jx!63Sr42SNz@qG4*d(;JG%v4~I_ah8v*?KIU|Hbi~uWz=7Y?um+0bXMW*+0nZOpfnt}>i&PffeRNuz2aAu2U364O9NOOJvBOdiG~N*LL>Ok9Q|PK25cX z?pY|yOzM<*wZCdzO?Z8+(mC1~69lOgwB%!rfKfG-H1mncYZ3vq7y|0sr~`J;*A*F0 z&s!$B82KM*2(NaAkSa9lB{CqqU*buS=`SRH&n13uidG%qO7B5o3qsGg0G^~;UVV2= zCnqj`8$P`WpXT{2=f@OL--%(P742XWTIgK$g9Ob3faZpN&?Jov8iz%U48ZZ{7$`LU zt=KO(rLaTr$pEFlg<I$@iwI2p)?Y?*u5Y)tadKxXpY*e!i{5@BP*{&9PB=u`@F} z0ZrTflr|4NeJ7wP>ONPBs=t|9a9c_0veq&~Hd)O)6);G_nk+pHm$CD`k3u*73eW67 z;k?<>IA~*n*a!9Jy2MbiU`%B~TEG!C;@(~qag;$}AWj>Z&L>L}=)Nqo^<;7CF}mJB zP-m+xHznK8Imj6FQ9zvB4f2gN5==-$vFfFmE$}!E4gIN+^P!^1p?itts2EBk=YlNc z9M}@W&X$8plW=LGko5QvkhC6W-aerQ``hs37}uU#-lQHEQKoEyWegh-Nww*~$JKCP zF2Bi*IBA!RXWUyr6+S2IskJ4o8iFbT%NF1@85=pS)8r5>PEQrle5wQJNs2K%V1*VO0fmH*cmWGH1z?3rfkuez|c zG~EfwLD$Fp8QQ1XgHqTfk%cpuqMn?0*;zlMKP!M<|m-Wg0IM zC&|+}3U6iy3URYLJq`&5cHnR0Zl zxq8D&lHWZ_^|UH}yF#BsI`rxuY(4uInYgToIO4RT>;rY5$N`0Wuv--CPgB-JQOcrg zpv#Q1a!oC=hV9RAB8=5act+e(uU6%0e_OqvsHgj?XxhHJC~cnt+CDrOZQoQ}x@5=} zLj&D2#LneDG}J!z8oagW8ql@K54f&Dwyv34_dsltB+B+%4E0fLn%dw)t@zfOJ*uG$ zbKNBW)3`EB8cm8a99^M~tv#n)*AwoEyp;Hhp3ZW7)i26(g0du4qhM26ans0T zrM;7?p-XSJcB`IBF;S_FB%S4ap~>vLlR?^6H^NGnFF91tR;{A9FRITw8+B=S->s79 zWGITKA;jM$QV)(tLy1=Qw?^O#6e`ku=DAs{SE4D5L^df0H|CF$mvX>IF;Whe5kbk> z@E>|Q`|}5KO)=nuXLGd784%?-FJldR%0O0^{rC~)l0AD`l$vzX0`-cM{PnnhGG%U=G z*-=9tO5by!0|K1dXqI?X03| zijBxSQboiv%$&P#xZQ&@Ifiue4zbcm@X9U%0UC(xqI3_6Chv)fh7%3f5ek<=k10mf z8$@}?V+9^f2_JT)g!+f51$X6Zr1$s5ypzYCW7m-;r33tWLBDa3*_1gBy_a6Q5AlVl z8A_ERrC)6u9Cax{=K|BLIb1imArFP!5ip=aKVX<*D;ti9Ps=p^NF|u`5#GVokRp}X z{@4X;QpXpFTMcF73A9i3rKI37o^Af~=?EMEdBa6qj#}~5fJplWM_SC=bpkU^YD$ti zK+khc@jq|^LmZcAY#f(p2~*e2I4*S-V=d&o7iVyd+$E>*oz8k=k>Z3dW&3xA-Q2xM z`p-BmWGi8Y|IA>!uUQNrj#Ynd@u@g&a%Oggk z=41z&=o+IZIoH@TJ>BaEobI(*(={XkqBUJs4K53Z7J4doxlDzbRRl}W9dUQEd06or zpRx;`6J6}K7(npcE{jhE&v9yVg@t&I>*4t=1w2x{k-{vu5zEt%iaxfAOKB`Ry~SH) z9A6K#opCp_mae3 zLBOcr8k3(D;{^BcY*Z(oYHg!B37_WC-aOf;wmS;JG~?99 zexN6fQySre7^g0xVTEyuuN$+R{DvSsL{8@vltVen?0aK`{Na)LD%oDeR2OQi1=NcH zx1Fe$#;RjcwliG6NK7Rb5HGZTY3pDreOi9XHkt9#Yt52-<}kX_h~MXm`1)4l zRO_+usw=T`je0&zZacimM$4zTL)hR(VPWg?4+rFOt?-2ziN{>JCSuL(ZD;>?u-e$9y@9IjhU)np00V}OfZ2~FhYp{NEzFT zG0f`17)Lrt)wL7x`z8zkI?`6v_x2LNNv1~0TAeB|RrL=Ctb_3&U|BB!PM9Rccd&HM zAWw-Iy@G8>W0H`-#>rY%f^ec;8%M+OSvCMDEjUV8F-H?KW)XU1L#rW*9kK8NcrWy) z>82JSLaY^TbfMMT;V}$gMdcdu=PDRjM!9WEfrV9}r2GTXJq4TrG6NKDsp}s|cA*1x zan4aD<9dxKn8%Mfb)&iFP*JX-ntxMhoVTlyT|?ZHT4A5Yuh_W&Gq>cF#X8Qgt&o%2l={eEC0idviA!*r>Bgze6m3p8T<~=S8BP}~Z zl2hKP^hhFmGC*Y)6@8X(=>$LmSD$WoMw}1oHDF6&$C0UNOX2p(r#o#x>OQUKpqKiD)39n*;c4PHD^FE)`Po`D z?x!CL6FH}7m+gS~;BOfpFcaiIA$jP`j)RQW^ zOv=>qXeoY%Ek!=p3AW~|=EBxAz*QCl2)4f5;?o#gXTy@3Ss-*zI_>@!3kf1J3yfCU zvSeuQ*WMmym$B)-Loe-rawoWV76Pjf-8$xxK9cQP7V zo-8;mxG)q+T+UGWt%M5lVMc6L%+2L^ey<|GN~jP7%ey%>$Aa&^D5K=`6|-#~@WMQD z@zQ(?e#fly-LeDRDSM*}9VKMNnZWK#87bNAt#JYSQC6j=7}`~hIJawk(=V0HLU-yt zq3Nj3EyOcEAc}uB3&n;?{K2Ow9-)ALWKlp*UK{IpT`b5z%i_>wflXOV$=x$-b*=2YGk3;rBnKHlyDufDGiUXMyl=%V7JuN8n zgYQ9`P+n3Nh7%Q;bMk`oBc#%Lgu8vDs*75$#y2xTyEE%ayNvNfbJ&wu z1UoybO!KAE)}K+Wj#=F5gy^(F147qKd!=#n6*bGWn9h_)z$&FcYuwboOda$_FUMLw z9<7U2FH9kM9(v%WSv9V6CQ687)^*S zKRB7{4>E^|E_H4vzfV$-#V$WMB^5AM_J0^L_4@t*&U|?V|0Sc`dc(CNqWsl1l;vv& zRDFwGt`p+7s>UU2CTL+POa2S7Ab)BCx)76f7n565tLV@|1sum-L%o;7f+sJK^ttd9EnHQuN3XryF_My z`3fqx`c%*6XLDzhTLvYYJ$&h$1Z@jf|^9xsu`ofZMWk#rykAaemSQ>NjH8 zlq)IT+Yg##q`$^tkw|}bB?W;Z)F~m%m@aTG9`j>XUYP$iJy%lP>bE;JgkIm!M5^gD zzwhnZfbRBbg|$u%cVLb{EN)fBwUv@HjIK1*|Ahcw9{chY8md^a!21?M@>eyIRY-Ak z=dBr6R!AcUbVW-nmvn6dh3EO|UgQ3|uDGxN4YlBT0I4Whz{?keVzhuGYQ+7xDB>t2 z+CZGX(LmkbFjK3HA>x@O5c1n94_tC^j9=zczL@PV*gBu>-MWV;J@4=~!LX$THG_6BG za-V>tXD@s(&Oyj7;Z@3YeR2_5n|Z;4OgHiVvt0NQ=Csq0`^yyojh2C-|;SND30Znz+b`Dp~D(sI<;a^$L_vS1Bgx$LtP_BeUr zgE7EM*#I#g>HhaTd*K5w^i|;29W5J&eBnbv@G|`?5ee3Fxr3nbp68l4?{^{2gd`Vs-q?H?Zr=pBhgOsTrrm zJ>>f8-`jU%rc!i_W^Ef4~GTiU= zgEQ$b*4QoLFJ^9QTwCyE8dg+>4yYRmax|s9?oa&0G_XJi73HqS37wwVn+D0%1_3sm9`uU9njI z5w+mXT|Jflr~GrJ_YJzg%rfVXbdfUQxKwDVuRaT7@l(BBdp)r=)YPfYf|wX(Ca*-} zy!a(jT*WDVnHoo620@MSs$3HCOLAs@3EvI%%)Q>3=eO50f1ZLUZ7(n*c!=r27;;I; z?R@4iXMU?$!UYw&THW>p&iW}8^AeO0%4^p>Y^x=GB2Qo`nx_Fa%|pj}eXc6HK2(kC z@?oye_VD6zxA{seh%Cj}ZPs3i%z3k13{~l23+MH)=Pfi7&YsR)X?)yP6d!bz#?8aU z$0aWK=waGP6CaLUX?#?R;)5#0RECLpbZ^hgrHv!Ff2ZX-yilhC`E)p6`W z&pjGFgZ8Yk^_rsCqBxRQ4HH{eh1E(gwyJ)c)ezO;bBdud5jCd~H9)5tN55PYM^qB% zt;57oEtU~sY>47HbOEX)+FLQyGmE;2z=qsvp~ieNxS= zhTdr?)V;A`iC~wrd9fF9#L~51z)@QhYVJiN# za;Kqjzax*ZZF1~nQ#qZEgl*Fxjh`@_=AP2)!nXPUTYM^D;RNRj%QyM@#tJ}uv$p_5 z=AnGS>p#e|Q&wRDs^64aoIo~AFH)dyf)cExA84|=*@dhUGT~HE)(woZipYc~Sv`nC zt1#4Z5E6-5*e`(j+_1f1K#coY7&rFY$DbK!g#qk|#h6L5ScD`I$D$FkS*&=(VVC7M zz$VphmbP9`q0li2xZEd~&B{D8%$0v0YLTwx(O&P~+$Ed@MMy^<#5+(s<< zSlYm`Q7iXFyj50O^zUNsX~iRckDm9WMKcGS$UctupS0IeO0-Po0#qtrHQp)<6&+cq^ymaW z22Yj#j+#V2GqIdHrAq6m*S}32BvPd}rLUe;TeDtkW#gZmp(2NG8dS$Z3iax<^T;dL zExQ~|^YrnATXre?Jnm0UWlW<>W+CixZNa8ju60^F9)@;m!XaekcT^&f%pQ&OmJ?*~oNC9ZK; z#3jyBs0kG559dOTIc~ooL{o1K7&FBEmYx)9Q*zs9`ZoQ>Y*-7GvwZ0NYJPYFaBQ~; z3Wwoh?s{w~UMC=i;UpHv|K;PCEU`$p?zbYP)C_lZul!i4w71m>aAg)Q<)RyyCtA(J zL9-^VpKo~T@L7Ym6XyO-75AM@H2e_%_1Vo`EOp**G-gZVxUqf$UeORnc266cgm@?ZJdoeFT9Hr#1>FUnq!^ zl&tVrKEVDEH;$THo!ZWfO-4N%Y>Nw1wl~_lGPX90ZEe6UjhYX*oegU%8`d_KwuKF6 z`^wn5^0uwMTUPy|rAwA+xT4T_m++AYNv_Si|3mZ$Pi`WRB2TuMgv`=*_ zrtnL`v3#soQTVq3P;(+s^UoYLG3RcsJErtJhx3ti@6sq_HO^WGLz$VcG6zB)&sX=F zSU0;Mh&e0-rP6Yog2s7r3-jo z#<3E!zU*5{ce@ulgAbsn462|Es+gDx$zX~|x&p%1w10lZP^u`jh$MznMd6i2sf(Q0 z(~P?Eo!BD(qRt8N*(wUpR#EV#{iC(%?zGqNr(^<2X)yLSnA^DBouWTJfzmdsIU~=DJG$ry?>_ z3_u!Aih>+nnsw}TJo5HdOAz}@?+dM&e9>h+6Dk`Wem~FfoKV>aaH$_9%P9P%(||%{ zqfzoyHsgesT_r(aBl`o5l^?hOY3gfKS>SsNCHXt5IAw9{xeyWIoD)%gD-nkELv|pu zf`ywg@_UUFG{N!>iva{I+~S!(K%6DX%&z^91C?En-N<;fysIKEN{_7RtvN945)4sgKh8c91^l4Pz?VHgq6g}`Z(8hEhnCBRjPLWAy#57_I*{wcuqM^i=wr5oED~8o~gw$~4rt8l})ue~iY8mubjv zuP62gMJGmO8a{=_d9so;V__!vxEe=brl(B9Jk=6VSel2L0s`m5hg`4EpDVnj?PN*m zPQ@ey;ZZS(FAZ~j_WFmXK$K*8MWhe?K%IZ@Reocp>U*QRcz*gl-jON{+a7<4s4E}W z+E=>Gir<`=Ej4^(pH3k12SGv!8jj|r`%OddRWqn2Jv9D zLLrujp0XusH}0kd>RBqeSoFRYmV8fKvTS&)DZY%VKDH4>)|yt8VpvpJfki&nA>9-m z!w_oHTX`;5Kdkq6DHNze#qnr7G@-qKIrdE0YH7aEBQH`tfwPJ(HPsW?Jj|tD+222W)q4_ONJ%Rl$Xp@#aF#*a-zk^|}Nbc}Z>j}&ZIE@CM zMl9qcr=Gy8orV+UNE$<^U#WpVhB?xx9w1am~OyP^5+5j-Ud4 zs-OhqPjY0x2rp!09ny9vx2;#k#h2tiYdwKK9}weT%EGuIQ=Y9SFhL1BetXsnnn`7H%JQoWMrpxj2Ro`5vmLZT`Ad%RUv=KeY7 zrPmYKLeG2Z2{6x+bv*%@*$AjqQnwvc7b~b@^#m?Y1!__137jXa{WZanVq58T?5nl22kf~r;8s!BR{XrXENNdb)96?1h5=KWh_ zQOHpES&c$%Dl0n)@LLg<-D z7^f8UN`Mg>p(yhP@$z&8UDME4TxqEOWop6wovBN?fN811rm}z|YQ+6@QN&RqtbsV4 z410krKp-M%$7HhPm=2CDbHbFHv`Z5XItKqoK%U$O@{?jExKLZg>X%}<&zU*0|4|f4 zlp`xgjom#ymW8APTY9i$TtDvGOd)IC`GX^CJ`0rU^$jVSR6pwi1e=r4G(NKh%MM`ig4ttmv5O{piyRedgN5fo1Bd>&TL z?%ZHlzXW+x`1qMtm(N4oYy-IDD3GpijXX+_%>``yX35O;d0IO{Y#`sTn*Zd#_(M(6J{14L1C1T zc_%|}uGS_k_k1Pdrh-IFh_u{`0cia$Wdp=bv(p)3AT!mC@o7=^Pb1x)i z?ge8}-pLn*+zSt0_wps|pM;;`v0m3hEdT6^Vw)0|1M2iq{}9cDht(DBQKRMeT+m{Q z1j_dOU51ldM?3q~ebHd_oJV39{EX)ziosivp1oV!e~$Tm2q8DIoENpFF^-SkA`c2n_@B&)Pn znw)O8CMRh|Cqwlus#WyBB6<;0P?VNov(m&!++-eq6*HK}UcsKFerx2_6&lif5V^+k z$v&KzFqV&7elCpVdVT6X!8p7uoBPpS(nyk#W%H&!Fwc*%JQ{UkskBs^H}nHMX;;_i zE@D?_=6$5v{5lOQQf>IEF}v_hc--H#j!Tg{-FDo<>&tj%LI29CZuhaK^N$D+q`4WN%MWQ>DlIp@w%@o16rha4Qx&-pVJnLU%cR%>{mWIu%nOYw%amKGpJ(GNZT(d#VJS-%2Ha zWlTd!c5&8Gzx7i5aKNejJ)cTUAI*usTr%RIrSiZ#39xL*7(~2ca zdM|Y{op5pg=Yrqrly#pFS+-N}6xurGy;urCgph^2{_(9mjKvTf)Pa1;s#G8GL+PJ{ z@ta<21Ep}@p!x00pU7U*Coe&PW?pLp)ts5*QT3$^#-`JgHN2yIEqY>?g(f>fg=_XX zT%P=zM{-<}BefGu&$QZjTnT16Rqu{#S<8;!E${PqZE6DNhNiwl6MzLFoTX?>Uu`4* zENwB&I6(91T~;qDu5FVH1sSUViQpqHlRPX(+~;J3_6 zRhL_n&Y^>7`&u_Q=S?>tqH#s$9wxcsGaxk%_4izy8HUV{~tT&N3 zQ&kjpSv$Z?*lXi*n;x2aDSL;MH@p*5YzEzStGV3^XKIH)@@)hYux{D`h?SPC+z6Ue zfHcW@H}S`!8}+$20&In7+^mFrO|LIg-{`5Qi`w=VQ?Y z77b6#OU1E7YHg(1M|{K=m}W`54aqYFX5w5AxD~O9^g=$HGO9}PLD*iMba=@PMsDP3 z5%0TQw(*1}wjG+-PPUU5$b#Abq2)`Kuwwqjc0Fo3Kv46R*!}NWyPf4uC-*b1Qxdhv zCu&y`n-O-nKD(Rq&X(NOG|$`aXy$GL1o!R^K!etbuYd z#h1P}5-ee*8j;&A-+<+>-pw~nO#1LkubTCK_RP;rMg0yAalovH{}ezdeC69Q4>0 z#I{6dYb%>V8Zm9`>0gpn${UTyPq`p6L0}XY^)Wux7=f+eCKEZn{HX{16Q@B1nbAm= zWOh*@go60o8|q1Y-DOfHNm5Gx|6*vgB1w*M7m}oPI?4u!ljKfQffp#VH%Fxr;qmBE zE<5{Mqvu~-(32oEict9xpFoVzmNSc*98mnyL$2Ifz+z3~Sd!Vr#c&2XE6`F;>lBx1 znS@4>M9)QIOZzv+xC^1tI;9cXtUTup;f&{YzDpz0l>!<`H|n=W@f9v8P7o`_v|Pfl zoMM|W{2i}c9Atp{7GY$K+Us0UYf>-a^;&!C!9tgK+bB)tCxJ=NbzSDrv*D-`z zZPFa~F4RXWmPUQoCk;#aD9ko0rBUEY(Yd5S^;=`?5f_XlsBkmp^s5YM@v`H6_U-@S zG^C(H8po0fuN(-4pu^%FXuLk|GD(vXsXYH<45?O>$noz&iL`2Il(;{~DmjovGL14% zN*hd)Y5Gfz+i$wyHbJvg`~T|Xh&iH!KZ({O@bX$(tx-8ndRL9_$*qOto^m+6|6 zdnQo(uMD+Tl*?Dag>q@_(kS<3X(sQ1&E08ayDm18q}Rk#jmpz601;S~kvH<*M6k(O znCvNNkGPuH7N0|?7dQmU+pq&lVItNh$|V2tq7K{h6};c z8m1BKIFV7RCuL|}lr-u+v3FQW!fCHGhVOF0a6;go4II3TA=#Rar<{fpbWCGd((w($ z#WLu5h&^hoA9X>4N!N58NSC49imv(UxX?ANX&PMz#awq0dfuSo-r+v<8 zPdN=KD2~Rlq`31P5C=lD{aoYhhb|K^>FazT><0{CR`kVj>q1|&B5CxsGc%;XCY&IR z#5N>*lyuhnLL+X&g;>Obdg~TUZ7td-_0~SbcBa#ig4k#rOJY0M8i61+yN@-#wz~jt z650rmwT&UmiqJS-T?ma$g_SJitCla-L|(sO z0b1+dwHP2K3-bpM(MLQ0G5^zESoX0x24yP9--&2M~c9kDe-v^Q*%XuJ5f7&NR=2Cw@kr| zEc2`is)+i>Ih7&u(%94b!zMOT)#an9xbIBR?#y~p^chbyr@sITV0XBXS-2TQ!aTwoJ5E1!(lvN9Cav#vwR7BcUHqcYcPqKiz(W~a=e zKUDdGzTav34y;#^5J_SsJZF z_GJgBrt(orYM#TB^;FGyraaM_o<`FUU2f)2f=0lelqnar%#a9>F`{TdC}$7WwgaS5 zcaVW|IB3l6IW8(y{f7FvJlYr>ts!%_<9E8D{AhW!yb_Fer_kT}BYwL{xuobf@Tc)) zH8M>n0-Ds^o1^u$=1jL!M$&YPGEV2B)!okI=#`^k4S$~=e_0ON?N+;7#jTBvpbb0| zs1u#J=!90c6Ypg?>t!xFBk?BDMg21%`)EDySHmD%pB{gaXdG>zIfOt|6)0+8PIJ+^ zhToj(B5xWP$8Dg|aY1t~dJeY`>O^2%;{rUaK%(p)bP|$Ar4eIX%_5{dnhP3+n(M%Y0E3NX;X`-kNltUc`WwRwC zk_kxUT3F*0dP2EU3;pp1%|igWvaI+dT8p_L8o$ZX+0p4b@flpM4a^M^U=#g?K|-i2 z2+PL;Q*RZl_?otVMEwMXZX~7>`CVXw=~`#*<_%k-^)tat892ect4&;|fkD>NlW`xg z6K_ObwbPjicWmE&Rau4S zqvu_88F+PldvYQ%3_a1qoGypyv|8ZuTF{wf!&E!d4Ge)R&c?w)l}>eT&#LGQ5ae`O z@umVFY0yL-_eC4RS=4(!TCUcnstx=L;$7Bg5#6s1r+skQE4yIo5NLW1`^|rr8!f6z zzz}Yk#P-?Ok&~9(eXj^@ErE4Xcd>%hBkI~zt`mus|qQai9q=)?Pk@~~5S-q3~ zbK4sHXD|KdpHISnenkJ7qZhw~|8%3()T%Q(!}{j!?qhB4W8dG$zP+zoJ^P-y5!PXK zE$gj1%DcLQdZw=Gv=ertb>`ACxYkY7Ao*xwfR#TXGl~3;BfxyZzXOMW6sE^p4Mi>N z(~}Yp)z_%tFf=lhF~c9SnqYq`K@V&26*zznvgjd0jUwB z2!a7MvUIywz<8HSz?snPY?l_6Nl`r4DZ|@CzuOn&3@U=aT#vbei(TQrKk~G9^&s5XVzc1XkPj*tCcn=s%m diff --git a/docs/doctrees/index.doctree b/docs/doctrees/index.doctree index 60d44343b8407c5689132e2e924d412540062c1c..22cd1ef6755defea000273fbc4460ed1d950ae5f 100644 GIT binary patch delta 1651 zcmah}U1%It6wd7K>`ywIWV1g>H`#1Af6b;z)*7EGMOzyNll|$= zEG9~tq@X5Ytl$};#Uehmh>93lP*4l8Zz2c~VaY20Na^f?w*%9ah5!{BmD3_GHZh}WN=54De-RK-P zx~X(`cG1`FMd}&5c+(V5YiVgVmRuFN#<*&UDyf)d69>kFure&bl;Ss zE}Hz-Qs9F){a+;tdBAv!g_GC_HcWW53FspvJa5m z-|W7C8$2T>{DE)ylPYuY8cu={Gi``!MxU8BUpHkIwnFR#y=2xvIOt@J^h&cR;WBHo zu-U>G;b0YOu?BI%5o)Qwy>SKiO)i-WVLW%x=;HdDyS zYTjfk_+_LQi@~P48J@h=!z8hk|6L^Em|GHg~KQ}kR-RYnH)6I5tmm51u$H=WIa%mEF{Nj9n?(DVr^CK+Y zdFVR>B6;cnLbs~vwelq*;J-5iR;Zj_$4Jbp=8F?oP1W% za5eT=D4;2mx?0GOY07kVY+B7vnaj8yo11TS(1D5*fC^c-0+(S8uETBEV5dnBdx1lg z=QI$M4IjU!_1U7L@yn0#)oDGtU9EW9i47@N}giNtE1JB}F-xP(cHniGWm(@kp zhI3XL?@MVs<`?~wKv@*~GWPhFIxaiPP%a1!I*fn%U+R3zUbipWY0f=TV6knU3Vh@i z81|mC#z=V>F9)P{n`<4&PY2f9Zyl1yp90x`==u5JMUwog(K9BFc9CojF9dUsN@_CC;SO-0F!JlCi(vT^H z$?}h=h9-mucrEmbH_k@zvse$Vi9tLb_6-kGygLymyr1g-ka1@vf&@oOHvEF;! zh_eY|Ycnz=_@X+ga5stf5-CGZsl$doq6XZw2NXVt*OFcMM8^&C^kTCoVG5&>MWKvq zk)fx{l<&CkTasESs};pYd(R--|2J&;7L!I)@OlVvt|>IQ_tTuo8ZJwg9tWngznchGjp7ZNEj&8qQaK5uGT*%((9bADXY7jUR|2aojSaI)`>)ou^HqDcY( zP~a+j0Nd~-+=IL91**WF;}GF7A%dFaugFV^`C3&m_-Bjp>`j0TxViz`8*p#K$=Y-> lHfzwyV;u1;iBFUGdnEoj+=U%idC>VnaA`JGFZQ1m{sJs-(un{7 diff --git a/docs/doctrees/modules.doctree b/docs/doctrees/modules.doctree index 56f1a8f60ea4d81a85579ad62417e05497b685ba..9677765301f21bb37f93bcc51d56d8ed1f49f70a 100644 GIT binary patch delta 145 zcmX>v@=AoIfpu#9M3!|d8LSz?6F2pV>F9?Rrxq3K7bKPxWhQ4P>KCOJ`0tF*!T6NG~(BBuy{BC|y4#KY4Nz`xRcE)ZC=h xl=#ft#PrnS$;KQ8B7()K$t9WjdGW=mIcf1ZnR(e$IwvP_Oknie{Fx($5dgRqG)Mpd delta 119 zcmV--0EqwU6wed{fCZIAkp!-hwvI1FFKBXUFLQKna$#p>FLiTeaxZXqZ)|LHbYU-Y zWpHnEFKJ|Scx+#CWo%_(b7iwy0bc|H0VT7%1$zM(9B6cOaC15@FLZBjY;!JYWprjP ZZ*pgoSO?UTJP0k5eh7~NiL(v~TmgnjD+~Yt diff --git a/docs/html/.buildinfo b/docs/html/.buildinfo index 96e68d02..f3d5c95e 100644 --- a/docs/html/.buildinfo +++ b/docs/html/.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: bbdc974144d9ca28a919aa38820edff7 +config: ac063bd26c9fc26cbf87edb5d4832784 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/docs/html/_modules/idtxl/active_information_storage.html b/docs/html/_modules/idtxl/active_information_storage.html index cbc9851a..f2ed60fe 100644 --- a/docs/html/_modules/idtxl/active_information_storage.html +++ b/docs/html/_modules/idtxl/active_information_storage.html @@ -5,14 +5,13 @@ - idtxl.active_information_storage — IDTxl 1.4 documentation - - - + idtxl.active_information_storage — IDTxl 1.5 documentation + + + - @@ -32,7 +31,7 @@

Navigation

  • modules |
    • -
  • IDTxl 1.4 documentation »
    • +
  • IDTxl 1.5 documentation »
  • Module code »
  • idtxl.active_information_storage
    • @@ -678,7 +677,7 @@

    Source code for idtxl.active_information_storage

    Quick search

    - +
    @@ -697,14 +696,14 @@

    Navigation

  • modules |
    • -
  • IDTxl 1.4 documentation »
    • +
  • IDTxl 1.5 documentation »
  • Module code »
  • idtxl.active_information_storage
    • \ No newline at end of file diff --git a/docs/html/_modules/idtxl/bivariate_pid.html b/docs/html/_modules/idtxl/bivariate_pid.html index 816816b8..2a06b5e8 100644 --- a/docs/html/_modules/idtxl/bivariate_pid.html +++ b/docs/html/_modules/idtxl/bivariate_pid.html @@ -5,14 +5,13 @@ - idtxl.bivariate_pid — IDTxl 1.4 documentation - - - + idtxl.bivariate_pid — IDTxl 1.5 documentation + + + - @@ -32,7 +31,7 @@

    Navigation

  • modules |
    • -
  • IDTxl 1.4 documentation »
    • +
  • IDTxl 1.5 documentation »
  • Module code »
  • idtxl.bivariate_pid
    • @@ -53,7 +52,7 @@

    Source code for idtxl.bivariate_pid

     """
 import numpy as np
 from .single_process_analysis import SingleProcessAnalysis
-from .estimator import find_estimator
+from .estimator import get_estimator
 from .results import ResultsPID
 
 
@@ -252,11 +251,8 @@ 
    Source code for idtxl.bivariate_pid
         def _initialise(self, settings, data, target, sources):
         """Check input, set initial or default values for analysis settings."""
         # Check requested PID estimator.
-        try:
-            EstimatorClass = find_estimator(settings['pid_estimator'])
-        except KeyError:
-            raise RuntimeError('Estimator was not specified!')
-        self._pid_estimator = EstimatorClass(settings)
+        assert 'pid_estimator' in settings, 'Estimator was not specified!'
+        self._pid_estimator = get_estimator(settings['pid_estimator'], settings)
 
         self.settings = settings.copy()
         self.settings.setdefault('lags_pid', [1, 1])
@@ -363,7 +359,7 @@ 
    Source code for idtxl.bivariate_pid
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -382,14 +378,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.bivariate_pid
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/estimators_Rudelt.html b/docs/html/_modules/idtxl/estimators_Rudelt.html
index f6664688..421ce0df 100644
--- a/docs/html/_modules/idtxl/estimators_Rudelt.html
+++ b/docs/html/_modules/idtxl/estimators_Rudelt.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.estimators_Rudelt — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.estimators_Rudelt — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.estimators_Rudelt
    •  
       
@@ -1187,7 +1186,7 @@ 
    Source code for idtxl.estimators_Rudelt
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -1206,14 +1205,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.estimators_Rudelt
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/estimators_jidt.html b/docs/html/_modules/idtxl/estimators_jidt.html
index d5118e74..7cf844b0 100644
--- a/docs/html/_modules/idtxl/estimators_jidt.html
+++ b/docs/html/_modules/idtxl/estimators_jidt.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.estimators_jidt — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.estimators_jidt — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.estimators_jidt
    •  
       
@@ -396,7 +395,6 @@ 
    Source code for idtxl.estimators_jidt
     
 
    [docs]    def estimate_surrogates_analytic(self, n_perm=200, **data):
         """Estimate the surrogate distribution analytically.
-
         This method must be implemented because this class'
         is_analytic_null_estimator() method returns true
 
@@ -1363,7 +1361,6 @@ 
    Source code for idtxl.estimators_jidt
     
     See parent class for references. Results are returned in nats.
 
-
     Args:
         settings : dict [optional]
             sets estimation parameters:
@@ -1858,7 +1855,7 @@ 
    Source code for idtxl.estimators_jidt
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -1877,14 +1874,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.estimators_jidt
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/estimators_mpi.html b/docs/html/_modules/idtxl/estimators_mpi.html
new file mode 100644
index 00000000..4570af76
--- /dev/null
+++ b/docs/html/_modules/idtxl/estimators_mpi.html
@@ -0,0 +1,254 @@
+
+
+
+
+  
+    
+    
+    idtxl.estimators_mpi — IDTxl 1.5 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+
+
+
+
+  
+
+      
+
+    
    
+      
    
+        
    
+          
    
+            
+  
    Source code for idtxl.estimators_mpi
    +from .estimator import Estimator
+from .estimator import get_estimator
+from . import idtxl_exceptions as ex
+from .idtxl_utils import timeout
+
+import numpy as np
+import itertools
+from uuid import uuid4
+
+try:
+    from mpi4py.futures import MPIPoolExecutor
+except ImportError as err:
+    ex.package_missing(err, 'MPI is not available on this system. Install it'
+                       'from https://pypi.org/project/mpi4py/ to use'
+                       'MPI parallelization.')
+    raise err
+
+_worker_estimators = {}
+"""Estimator instances on worker ranks
+
+Used so that Estimators do not have to be created new for each task given to them.
+Estimators are indexed by the ID of the corresponding MPIEstimator instance on the MPI main rank.
+"""
+
+
+def _get_worker_estimator(id_, est, settings):
+    """Return Estimator instance on worker rank.
+    If no Estimator for the given MPIEstimator id exists, create a new one
+    """
+
+    # Create new estimator if necessary
+    if id_ not in _worker_estimators:
+
+        # There is currently no good way to delete Estimators from _worker_estimators
+        # caches when the corresponding MPIEstimator ceases to exist.
+        # To avoid memory leaks, we currently allow only a single cached estimator that is replaced for new MPIEstimators.
+        _worker_estimators.clear()
+
+        _worker_estimators[id_] = get_estimator(est, settings)
+
+    return _worker_estimators[id_]
+
+
+def _dispatch_task(id_, est, settings, data):
+    """Estimates a single chunk of data on an MPI worker rank.
+    Calls the estimate function of the base Estimator
+    """
+
+    estimator = _get_worker_estimator(id_, est, settings)
+
+    if estimator.is_parallel():
+        return estimator.estimate(n_chunks=1, **data)
+    else:
+        return estimator.estimate(**data)
+
+
+
    [docs]class MPIEstimator(Estimator):
+    """MPI Wrapper for arbitrary Estimator implementations
+
+    Make sure to have an "if __name__=='__main__':" guard in your main script to avoid
+    infinite recursion!
+
+    To use MPI, add MPI=True to the Estimator settings dictionary and optionally provide max_workers
+
+    Call using mpiexec:
+    mpiexec -n 1 -usize <max workers + 1> python <python script>
+
+    or, if MPI does not support spawning new workers (i.e. MPI version < 2)
+    mpiexec -n <max workers + 1> python -m mpi4py.futures <python script>
+
+    Call using slurm:
+    srun -n $SLURM_NTASKS --mpi=pmi2 python -m mpi4py.futures <python script> 
+
+    """
+
+    def __init__(self, est, settings):
+        """Creates new MPIEstimator instance
+
+        Immediately creates instances of est on each MPI worker.
+
+        Args:
+            est (str | Callable[[dict], Estimator]): Name of of or callable returning an instance of the base Estimator
+            settings (dict): settings for the base Estimator.
+                max_workers (optional): Number of MPI workers. Default: MPI_UNIVERSE_SIZE
+        """
+
+        self._est = est
+        self._settings = self._check_settings(settings).copy()
+
+        # Create unique id for this instance to access cached estimators
+        self._id = uuid4().int
+
+        # Create the MPIPoolExecutor and initialize Estimators on worker ranks
+        self._executor = MPIPoolExecutor(
+            max_workers=settings.get('max_workers', None))
+
+        # Boot up the executor with timeout
+        with timeout(timeout_duration=settings.get('mpi_bootup_timeout', 10), exception_message='Bootup of MPI workers timed out.\n\
+                Make sure the script was started in an MPI enrivonment using mpiexec, mpirun, srun (SLURM) or equivalent.\n\
+                If necessary, increase the timeout in the settings dictionary using the key mpi_bootup_timeout.'):
+            self._executor.bootup(wait=True)
+
+        # Create Estimator for rank 0.
+        _get_worker_estimator(self._id, est, settings)
+
+    def __del__(self):
+        """
+        Shut down MPIPoolExecutor upon deletion of MPIEstimator
+        """
+
+        self._executor.shutdown()
+
+    def _chunk_data(self, data, chunksize, n_chunks):
+        """
+        Iterator chopping data dictionary into n_chunks chunks of size chunksize
+        """
+        for i in range(n_chunks):
+            yield {var: (None if data[var] is None else data[var][i*chunksize:(i+1)*chunksize]) for var in data}
+
+
    [docs]    def estimate(self, *, n_chunks=1, **data):
+        """Distributes the given chunks of a task to Estimators on worker ranks using MPI.
+        Needs to be called with kwargs only.
+        Args:
+            n_chunks (int, optional): Number of chunks to split the data into. Defaults to 1.
+            data (dict[str, Sequence]): Dictionary of random variable realizations
+        Returns:
+            numpy array: Estimates of information-theoretic quantities as np.double values
+        """
+
+        assert n_chunks > 0, 'Number of chunks must be at least one.'
+
+        samplesize = len(next(iter(data.values())))
+
+        assert all(var is None or len(var) == samplesize for var in data.values(
+        )), 'All variables must have the same number of realizations.'
+
+        assert samplesize % n_chunks == 0, 'Number of realizations must be divisible by number of chunks!'
+
+        # Split the data into chunks
+        chunksize = samplesize // n_chunks
+
+        chunked_data = self._chunk_data(data, chunksize, n_chunks)
+
+        result_generator = self._executor.map(_dispatch_task,
+                                              itertools.repeat(self._id),
+                                              itertools.repeat(self._est),
+                                              itertools.repeat(self._settings),
+                                              chunked_data)
+
+        return np.fromiter(result_generator, dtype=np.double)
    
+
+
    [docs]    def is_parallel(self):
+        return True
    
+
+
    [docs]    def is_analytic_null_estimator(self):
+        """Test if the base Estimator is an analytic null estimator.
+
+        """
+
+        return _get_worker_estimator(self._id, self._est, self._settings).is_analytic_null_estimator()
    
+
+
    [docs]    def estimate_surrogates_analytic(self, **data):
+        """Forward analytic estimation to the base Estimator.
+        Analytic estimation is assumed to have shorter runtime and is thus performed on rank 0 alone for now.
+        """
+
+        return _get_worker_estimator(self._id, self._est, self._settings).estimate_surrogates_analytic(**data)
    
+
    
+
+            
    
+          
    
+        
    
+      
    
+      
+      
    
+    
    
+    
+    
+  
+
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/estimators_python.html b/docs/html/_modules/idtxl/estimators_python.html
new file mode 100644
index 00000000..c9eedf6e
--- /dev/null
+++ b/docs/html/_modules/idtxl/estimators_python.html
@@ -0,0 +1,217 @@
+
+
+
+
+  
+    
+    
+    idtxl.estimators_python — IDTxl 1.5 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+
+
+
+
+  
+
+      
+
+    
    
+      
    
+        
    
+          
    
+            
+  
    Source code for idtxl.estimators_python
    +import numpy as np
+
+from scipy.special import digamma
+
+from idtxl.estimator import Estimator
+from idtxl.knn.knn_finder_factory import get_knn_finder
+
+
    [docs]class PythonKraskovCMI(Estimator):
+    """Estimate conditional mutual information using Kraskov's first estimator.
+    """
+
+    def __init__(self, settings):
+        """Initialise estimator with settings.
+        """
+
+        # Check for currently unsupported settings
+        if 'local_values' in settings or 'theiler_t' in settings or 'algorithm_num' in settings:
+            raise ValueError('This estimator currently does not support local_values, theiler_t or algorithm_num arguments.')
+
+        self._knn_finder_settings = settings.get('knn_finder_settings', {})
+
+        self._kraskov_k = settings.get('kraskov_k', 4)
+        self._base = settings.get('base', np.e)
+        self._normalise = settings.get('normalise', False)
+
+        # Set number of threads
+        num_threads = settings.get('num_threads', -1)
+        if num_threads == 'USE_ALL':
+            num_threads = -1
+        self._knn_finder_settings['num_threads'] = num_threads
+
+        # Init rng for added gaussian noise
+        self._noise_level = settings.get('noise_level', 1e-8)
+        if self._noise_level > 0:
+            rng_seed = settings.get('rng_seed', None)
+            self._rng = np.random.default_rng(rng_seed)
+
+        # Get KNN finder class
+        self._knn_finder_name = settings.get('knn_finder', 'scipy_kdtree')
+        self._knn_finder_class = get_knn_finder(self._knn_finder_name)
+        
+
+
    [docs]    def estimate(self, var1: np.ndarray, var2: np.ndarray, conditional=None):
+        """Estimate conditional mutual information between var1 and var2, given
+        conditional.
+        """
+
+        if conditional is None:
+            conditional = np.empty((len(var1), 0))
+
+
+        # Check the input data
+        var1 = self._ensure_two_dim_input(var1)
+        var2 = self._ensure_two_dim_input(var2)
+        conditional = self._ensure_two_dim_input(conditional)
+
+        assert var1.shape[0] == var2.shape[0] == conditional.shape[0], \
+            f'Unequal number of observations (var1: {var1.shape[0]}, var2: {var2.shape[0]}, conditional: {conditional.shape[0]})'
+        
+
+        # Check if number of points is sufficient for estimation.
+        if var1.shape[0] - 1 < self._kraskov_k:
+            raise ValueError(f'Not enough observations for Kraskov estimator (need at least {self._kraskov_k + 1}, got {var1.shape[0]}).')
+
+        # Normalise data
+        if self._normalise:
+            var1 = self._normalise_data(var1)
+            var2 = self._normalise_data(var2)
+            conditional = self._normalise_data(conditional)
+
+        # Add noise to avoid duplicate points
+        # Do not add noise inplace, because it would change the input data
+        if self._noise_level > 0:
+            var1 = var1 + self._rng.normal(0, self._noise_level, var1.shape)
+            var2 = var2 + self._rng.normal(0, self._noise_level, var2.shape)
+            conditional = conditional + self._rng.normal(0, self._noise_level, conditional.shape)
+
+        # Compute distances to kth nearest neighbors in the joint space
+        epsilon = self._compute_epsilon(np.concatenate((var1, var2, conditional), axis=1), self._kraskov_k)
+
+        # Count neighbors in the conditional space
+        if conditional.shape[1] > 0:
+            n_c = self._compute_n(conditional, epsilon)
+            mean_digamma_nc = np.mean(digamma(n_c))
+            del n_c
+
+        n_c_var1 = self._compute_n(np.concatenate((var1, conditional), axis=1), epsilon)
+        mean_digamma_nc_var1 = np.mean(digamma(n_c_var1))
+        del n_c_var1
+
+        n_c_var2 = self._compute_n(np.concatenate((var2, conditional), axis=1), epsilon)
+        mean_digamma_nc_var2 = np.mean(digamma(n_c_var2))
+        del n_c_var2
+
+        if conditional.shape[1] > 0:
+            # Compute CMI
+            return (digamma(self._kraskov_k)
+                 + mean_digamma_nc
+                 - mean_digamma_nc_var1
+                 - mean_digamma_nc_var2
+                ) / np.log(self._base)
+        else:
+            # Compute MI
+            return (digamma(self._kraskov_k)
+                 + digamma(len(var1))
+                 - mean_digamma_nc_var1
+                 - mean_digamma_nc_var2
+                ) / np.log(self._base)
    
+        
+    def _normalise_data(self, data: np.ndarray):
+        """Standardise data to zero mean and unit variance."""
+        return (data - np.mean(data, axis=0)) / np.std(data, axis=0)
+    
+    def _compute_epsilon(self, data: np.ndarray, k: int):
+        """Compute the distance to the kth nearest neighbor for each point in x."""
+        knn_finder = self._knn_finder_class(data, **self._knn_finder_settings)
+        return knn_finder.find_dist_to_kth_neighbor(data, k + 1) # +1 because the point itself is included in the data
+    
+    def _compute_n(self, data: np.ndarray, r: np.ndarray):
+        """Count the number of neighbors strictly within a given radius r for each point in x.
+        Returns the number of neighbors plus one, because the point itself is included in the data.
+        """
+        knn_finder = self._knn_finder_class(data, **self._knn_finder_settings)
+        return knn_finder.count_neighbors(data, r)
+    
+
    [docs]    def is_analytic_null_estimator(self):
+        return False
    
+    
+
    [docs]    def is_parallel(self):
+        return False
    
+
    
+
+            
    
+          
    
+        
    
+      
    
+      
+      
    
+    
    
+    
+    
+  
+
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/idtxl_io.html b/docs/html/_modules/idtxl/idtxl_io.html
index 441bea65..18ee79a2 100644
--- a/docs/html/_modules/idtxl/idtxl_io.html
+++ b/docs/html/_modules/idtxl/idtxl_io.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.idtxl_io — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.idtxl_io — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.idtxl_io
    •  
       
@@ -179,6 +178,7 @@ 
    Source code for idtxl.idtxl_io
     #         return d
 
 
+
 
    [docs]def save_pickle(obj, name):
     """Save objects using Python's pickle module.
 
@@ -599,7 +599,7 @@ 
    Source code for idtxl.idtxl_io
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -618,14 +618,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.idtxl_io
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/idtxl_utils.html b/docs/html/_modules/idtxl/idtxl_utils.html
index 580a6a39..0da3b5e1 100644
--- a/docs/html/_modules/idtxl/idtxl_utils.html
+++ b/docs/html/_modules/idtxl/idtxl_utils.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.idtxl_utils — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.idtxl_utils — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.idtxl_utils
    •  
       
@@ -46,7 +45,9 @@ 
    Navigation
    
   
    Source code for idtxl.idtxl_utils
     """Provide IDTxl utility functions."""
 import pprint
+import copy as cp
 import numpy as np
+import threading
 
 
 
    [docs]def swap_chars(s, i_1, i_2):
@@ -365,6 +366,27 @@ 
    Source code for idtxl.idtxl_utils
     
    [docs]def calculate_mi(corr):
     """Calculate mutual information from correlation coefficient."""
     return -0.5 * np.log(1 - corr**2)
    
+
+
    [docs]class timeout(object):
+    """Context manager for a timeout using threading module.
+    args:
+        timeout_duration: float, number of seconds to wait before timeout is triggered
+        exception_message: string, message to put in the exception
+    """
+    def __init__(self, timeout_duration, exception_message='Timeout'):
+        self.timeout_duration = timeout_duration
+        self.exception_message = exception_message
+
+    def __enter__(self):
+        self.timer = threading.Timer(self.timeout_duration, self.timeout_handler)
+        self.timer.start()
+        return self.timer
+
+    def __exit__(self, exc_type, exc_value, traceback):
+        self.timer.cancel()
+
+
    [docs]    def timeout_handler(self):
+        raise TimeoutError(self.exception_message)
    
 
    
 
             
    
@@ -377,7 +399,7 @@ 
    Source code for idtxl.idtxl_utils
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -396,14 +418,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.idtxl_utils
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/multivariate_pid.html b/docs/html/_modules/idtxl/multivariate_pid.html
index 77f13ea3..328c264f 100644
--- a/docs/html/_modules/idtxl/multivariate_pid.html
+++ b/docs/html/_modules/idtxl/multivariate_pid.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.multivariate_pid — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.multivariate_pid — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.multivariate_pid
    •  
       
@@ -54,7 +53,7 @@ 
    Source code for idtxl.multivariate_pid
     """
 import numpy as np
 from .single_process_analysis import SingleProcessAnalysis
-from .estimator import find_estimator
+from .estimator import get_estimator
 from .results import ResultsMultivariatePID
 
 
@@ -260,11 +259,8 @@ 
    Source code for idtxl.multivariate_pid
         def _initialise(self, settings, data, target, sources):
         """Check input, set initial or default values for analysis settings."""
         # Check requested PID estimator.
-        try:
-            EstimatorClass = find_estimator(settings['pid_estimator'])
-        except KeyError:
-            raise RuntimeError('Estimator was not specified!')
-        self._pid_estimator = EstimatorClass(settings)
+        assert 'pid_estimator' in settings, 'Estimator was not specified!'
+        self._pid_estimator = get_estimator(settings['pid_estimator'], settings)
 
         self.settings = settings.copy()
         self.settings.setdefault('lags_pid', [1 for i in range(len(sources))])
@@ -367,7 +363,7 @@ 
    Source code for idtxl.multivariate_pid
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -386,14 +382,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.multivariate_pid
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/multivariate_te.html b/docs/html/_modules/idtxl/multivariate_te.html
index 299c1387..d637e5c7 100644
--- a/docs/html/_modules/idtxl/multivariate_te.html
+++ b/docs/html/_modules/idtxl/multivariate_te.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.multivariate_te — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.multivariate_te — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.multivariate_te
    •  
       
@@ -84,7 +83,6 @@ 
    Source code for idtxl.multivariate_te
           http://doi.org/10.1103/PhysRevE.83.051112
 
     Attributes:
-
         source_set : list
             indices of source processes tested for their influence on the
             target
@@ -385,7 +383,7 @@ 
    Source code for idtxl.multivariate_te
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -404,14 +402,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.multivariate_te
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/network_analysis.html b/docs/html/_modules/idtxl/network_analysis.html
index 58c8083a..f6ca12f0 100644
--- a/docs/html/_modules/idtxl/network_analysis.html
+++ b/docs/html/_modules/idtxl/network_analysis.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.network_analysis — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.network_analysis — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.network_analysis
    •  
       
@@ -54,7 +53,7 @@ 
    Source code for idtxl.network_analysis
     import copy as cp
 import itertools as it
 import numpy as np
-from .estimator import find_estimator
+from .estimator import get_estimator
 from . import idtxl_utils as utils
 from . import idtxl_io as io
 
@@ -248,17 +247,15 @@ 
    Source code for idtxl.network_analysis
             # average estimator. Internally, the average estimator is used for
         # building the non-uniform embedding, etc. The local estimator is used
         # to estimate single-link MI/TE or single-process AIS in the end.
-        try:
-            EstimatorClass = find_estimator(self.settings['cmi_estimator'])
-        except KeyError:
-            raise RuntimeError('Please provide an estimator class or name!')
+        assert 'cmi_estimator' in self.settings, 'Estimator was not specified!'
+
         if self.settings['local_values']:
             self.settings['local_values'] = False
-            self._cmi_estimator = EstimatorClass(self.settings)
+            self._cmi_estimator = get_estimator(self.settings['cmi_estimator'], self.settings)
             self.settings['local_values'] = True
-            self._cmi_estimator_local = EstimatorClass(self.settings)
+            self._cmi_estimator_local = get_estimator(self.settings['cmi_estimator'], self.settings)
         else:
-            self._cmi_estimator = EstimatorClass(self.settings)
+            self._cmi_estimator = get_estimator(self.settings['cmi_estimator'], self.settings)
 
     def _separate_realisations(self, idx_full, idx_single):
         """Separate single index realisations from a set of realisations.
@@ -545,16 +542,16 @@ 
    Source code for idtxl.network_analysis
     
             if self.settings['local_values']:
                 local_values = self._cmi_estimator_local.estimate(
-                    current_value_realisations,
-                    source_realisations,
-                    conditional_realisations)
+                    var1=current_value_realisations,
+                    var2=source_realisations,
+                    conditional=conditional_realisations)
                 links[i] = local_values.reshape(
                     max(replication_ind) + 1, sum(replication_ind == 0)).T
             else:
                 links[i] = self._cmi_estimator.estimate(
-                    current_value_realisations,
-                    source_realisations,
-                    conditional_realisations)
+                    var1=current_value_realisations,
+                    var2=source_realisations,
+                    conditional=conditional_realisations)
 
         return links
 
@@ -720,7 +717,7 @@ 
    Source code for idtxl.network_analysis
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -739,14 +736,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.network_analysis
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/network_comparison.html b/docs/html/_modules/idtxl/network_comparison.html
index 95f672f7..42a739ad 100644
--- a/docs/html/_modules/idtxl/network_comparison.html
+++ b/docs/html/_modules/idtxl/network_comparison.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.network_comparison — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.network_comparison — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.network_comparison
    •  
       
@@ -48,7 +47,7 @@ 
    Source code for idtxl.network_comparison
     import copy as cp
 import numpy as np
 from scipy.special import binom
-from .estimator import find_estimator
+from .estimator import get_estimator
 from . import stats
 from . import idtxl_utils as utils
 from .network_analysis import NetworkAnalysis
@@ -302,6 +301,7 @@ 
    Source code for idtxl.network_comparison
     
         # Main comparison.
         print('\n-------------------------- (1) create union of networks')
+        network_all = np.hstack((network_set_a, network_set_b))
         self._create_union(*network_all)
         print('\n-------------------------- (2) calculate differences in TE '
               'values')
@@ -505,7 +505,7 @@ 
    Source code for idtxl.network_comparison
             # Compare raw TE values between conditions.
         self.cmi_comp = self._compare_union_cmi_within(cmi_a, cmi_b)
 
-    def _calculate_cmi_diff_between(self, data_set_a, data_set_b):
+    def _calculate_cmi_diff_between(self):
         """Calculate the difference in CMI between two groups of subjects.
 
         Calculate the difference in the conditional mutual information (CMI)
@@ -987,11 +987,8 @@ 
    Source code for idtxl.network_comparison
                                'or "independent".')
 
         # Add CMI estimator to class.
-        try:
-            EstimatorClass = find_estimator(settings['cmi_estimator'])
-        except KeyError:
-            raise KeyError('Please provide an estimator class or name!')
-        self._cmi_estimator = EstimatorClass(settings)
+        assert 'cmi_estimator' in settings, 'Estimator was not specified!'
+        self._cmi_estimator = get_estimator(settings['cmi_estimator'], settings)
 
         if 'local_values' in settings and settings['local_values']:
             raise RuntimeError('Can''t run network comparison on local values.')
@@ -1037,7 +1034,7 @@ 
    Source code for idtxl.network_comparison
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -1056,14 +1053,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.network_comparison
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/postprocessing.html b/docs/html/_modules/idtxl/postprocessing.html
index 44d124af..af68bf80 100644
--- a/docs/html/_modules/idtxl/postprocessing.html
+++ b/docs/html/_modules/idtxl/postprocessing.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.postprocessing — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.postprocessing — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.postprocessing
    •  
       
@@ -1666,7 +1665,7 @@ 
    Source code for idtxl.postprocessing
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -1685,14 +1684,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.postprocessing
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/results.html b/docs/html/_modules/idtxl/results.html
index 8c720917..29ef3c24 100644
--- a/docs/html/_modules/idtxl/results.html
+++ b/docs/html/_modules/idtxl/results.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.results — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.results — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.results
    •  
       
@@ -1235,7 +1234,7 @@ 
    Source code for idtxl.results
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -1254,14 +1253,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.results
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/single_process_analysis.html b/docs/html/_modules/idtxl/single_process_analysis.html
index f7517adc..288c28a7 100644
--- a/docs/html/_modules/idtxl/single_process_analysis.html
+++ b/docs/html/_modules/idtxl/single_process_analysis.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.single_process_analysis — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.single_process_analysis — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.single_process_analysis
    •  
       
@@ -47,7 +46,6 @@ 
    Source code for idtxl.single_process_analysis
    """Parent class for analysis of single processes in the network."""
 from .network_analysis import NetworkAnalysis
 
-
 
    [docs]class SingleProcessAnalysis(NetworkAnalysis):
     def __init__(self):
         super().__init__()
    
@@ -63,7 +61,7 @@ 
    Source code for idtxl.single_process_analysis
    Quick search
     
    
     
    
-      
+      
       
     
    
     
    
@@ -82,14 +80,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.single_process_analysis
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/idtxl/visualise_graph.html b/docs/html/_modules/idtxl/visualise_graph.html
index 3971fac9..fac50df8 100644
--- a/docs/html/_modules/idtxl/visualise_graph.html
+++ b/docs/html/_modules/idtxl/visualise_graph.html
@@ -5,14 +5,13 @@
   
     
     
-    idtxl.visualise_graph — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl.visualise_graph — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.visualise_graph
    •  
       
@@ -251,6 +250,41 @@ 
    Source code for idtxl.visualise_graph
         return cbar
 
 
+def _plot_adj_matrix(adj_matrix, mat_color='gray_r', diverging=False,
+                     cbar_label='delay', cbar_stepsize=1):
+    """Plot adjacency matrix."""
+    # Plot matrix, set minimum and maximum values to the same value for
+    # diverging plots to center colormap at 0, i.e., 0 is plotted in white
+    # https://stackoverflow.com/questions/25500541/
+    # matplotlib-bwr-colormap-always-centered-on-zero
+    if diverging:
+        max_val = np.max(abs(adj_matrix))
+        min_val = -max_val
+    else:
+        max_val = np.max(adj_matrix)
+        min_val = -np.min(adj_matrix)
+    plt.imshow(adj_matrix, cmap=mat_color, interpolation='nearest',
+               vmin=min_val, vmax=max_val)
+
+    # Set the colorbar and make colorbar match the image in size using the
+    # fraction and pad parameters (see https://stackoverflow.com/a/26720422).
+    if cbar_label == 'delay':
+        cbar_label = 'delay [samples]'
+        cbar_ticks = np.arange(0, max_val + 1, cbar_stepsize)
+    else:
+        cbar_ticks = np.arange(min_val, max_val + 0.01 * max_val,
+                               cbar_stepsize)
+    cbar = plt.colorbar(fraction=0.046, pad=0.04, ticks=cbar_ticks)
+    cbar.set_label(cbar_label, rotation=90)
+
+    # Set x- and y-ticks.
+    plt.xticks(np.arange(adj_matrix.shape[1]))
+    plt.yticks(np.arange(adj_matrix.shape[0]))
+    ax = plt.gca()
+    ax.xaxis.tick_top()
+    return cbar
+
+
 
    [docs]def plot_mute_graph():
     """Plot MuTE example network.
 
@@ -359,7 +393,7 @@ 
    Source code for idtxl.visualise_graph
       
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -378,14 +412,14 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
           
  • Module code »
    • 
         
  • idtxl.visualise_graph
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_modules/index.html b/docs/html/_modules/index.html
index e8a979d4..5ef8872d 100644
--- a/docs/html/_modules/index.html
+++ b/docs/html/_modules/index.html
@@ -5,14 +5,13 @@
   
     
     
-    Overview: module code — IDTxl 1.4 documentation
-    
-    
-    
+    Overview: module code — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
         
  • Overview: module code
    •  
       
     
      
@@ -51,9 +50,11 @@ 
    All modules for which code is available
    
 
  • idtxl.embedding_optimization_ais_Rudelt
    • 
 
  • idtxl.estimators_Rudelt
    • 
 
  • idtxl.estimators_jidt
    • 
+
  • idtxl.estimators_mpi
    • 
 
  • idtxl.estimators_multivariate_pid
    • 
 
  • idtxl.estimators_opencl
    • 
 
  • idtxl.estimators_pid
    • 
+
  • idtxl.estimators_python
    • 
 
  • idtxl.idtxl_exceptions
    • 
 
  • idtxl.idtxl_io
    • 
 
  • idtxl.idtxl_utils
    • 
@@ -80,7 +81,7 @@ 
    All modules for which code is available
    
   
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -99,13 +100,13 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
         
  • Overview: module code
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/_sources/idtxl.rst.txt b/docs/html/_sources/idtxl.rst.txt
index 6dc6d645..c7d1de0f 100644
--- a/docs/html/_sources/idtxl.rst.txt
+++ b/docs/html/_sources/idtxl.rst.txt
@@ -101,6 +101,25 @@ idtxl.estimators_opencl module
     :undoc-members:
     :show-inheritance:
 
+
+idtxl.estimators_mpi module
+------------------------------
+
+.. automodule:: idtxl.estimators_mpi
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+
+idtxl.estimators_python module
+------------------------------
+
+.. automodule:: idtxl.estimators_python
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+
 idtxl.estimators_multivariate_pid module
 ----------------------------------------
 
diff --git a/docs/html/_sources/idtxl_estimators.rst.txt b/docs/html/_sources/idtxl_estimators.rst.txt
index 95e8f492..a30caeb0 100644
--- a/docs/html/_sources/idtxl_estimators.rst.txt
+++ b/docs/html/_sources/idtxl_estimators.rst.txt
@@ -7,12 +7,24 @@ JIDT Estimators (CPU)
     :members:
     :noindex:
 
+Python Estimators (CPU)
+-----------------------
+.. automodule:: idtxl.estimators_python
+    :members:
+    :noindex:
+
 OpenCL Estimators (GPU)
 -----------------------
 .. automodule:: idtxl.estimators_opencl
     :members:
     :noindex:
 
+MPI Estimators (CPU)
+-------------------------
+.. automodule:: idtxl.estimators_mpi
+    :members:
+    :noindex:
+
 PID Estimators
 --------------
 .. automodule:: idtxl.estimators_pid
diff --git a/docs/html/_static/basic.css b/docs/html/_static/basic.css
index 24bc73e7..bf18350b 100644
--- a/docs/html/_static/basic.css
+++ b/docs/html/_static/basic.css
@@ -4,7 +4,7 @@
  *
  * Sphinx stylesheet -- basic theme.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -130,7 +130,7 @@ ul.search li a {
     font-weight: bold;
 }
 
-ul.search li div.context {
+ul.search li p.context {
     color: #888;
     margin: 2px 0 0 30px;
     text-align: left;
@@ -277,25 +277,25 @@ p.rubric {
     font-weight: bold;
 }
 
-img.align-left, .figure.align-left, object.align-left {
+img.align-left, figure.align-left, .figure.align-left, object.align-left {
     clear: left;
     float: left;
     margin-right: 1em;
 }
 
-img.align-right, .figure.align-right, object.align-right {
+img.align-right, figure.align-right, .figure.align-right, object.align-right {
     clear: right;
     float: right;
     margin-left: 1em;
 }
 
-img.align-center, .figure.align-center, object.align-center {
+img.align-center, figure.align-center, .figure.align-center, object.align-center {
   display: block;
   margin-left: auto;
   margin-right: auto;
 }
 
-img.align-default, .figure.align-default {
+img.align-default, figure.align-default, .figure.align-default {
   display: block;
   margin-left: auto;
   margin-right: auto;
@@ -319,7 +319,8 @@ img.align-default, .figure.align-default {
 
 /* -- sidebars -------------------------------------------------------------- */
 
-div.sidebar {
+div.sidebar,
+aside.sidebar {
     margin: 0 0 0.5em 1em;
     border: 1px solid #ddb;
     padding: 7px;
@@ -377,12 +378,14 @@ div.body p.centered {
 /* -- content of sidebars/topics/admonitions -------------------------------- */
 
 div.sidebar > :last-child,
+aside.sidebar > :last-child,
 div.topic > :last-child,
 div.admonition > :last-child {
     margin-bottom: 0;
 }
 
 div.sidebar::after,
+aside.sidebar::after,
 div.topic::after,
 div.admonition::after,
 blockquote::after {
@@ -455,20 +458,22 @@ td > :last-child {
 
 /* -- figures --------------------------------------------------------------- */
 
-div.figure {
+div.figure, figure {
     margin: 0.5em;
     padding: 0.5em;
 }
 
-div.figure p.caption {
+div.figure p.caption, figcaption {
     padding: 0.3em;
 }
 
-div.figure p.caption span.caption-number {
+div.figure p.caption span.caption-number,
+figcaption span.caption-number {
     font-style: italic;
 }
 
-div.figure p.caption span.caption-text {
+div.figure p.caption span.caption-text,
+figcaption span.caption-text {
 }
 
 /* -- field list styles ----------------------------------------------------- */
@@ -503,6 +508,63 @@ table.hlist td {
     vertical-align: top;
 }
 
+/* -- object description styles --------------------------------------------- */
+
+.sig {
+	font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace;
+}
+
+.sig-name, code.descname {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+.sig-name {
+	font-size: 1.1em;
+}
+
+code.descname {
+    font-size: 1.2em;
+}
+
+.sig-prename, code.descclassname {
+    background-color: transparent;
+}
+
+.optional {
+    font-size: 1.3em;
+}
+
+.sig-paren {
+    font-size: larger;
+}
+
+.sig-param.n {
+	font-style: italic;
+}
+
+/* C++ specific styling */
+
+.sig-inline.c-texpr,
+.sig-inline.cpp-texpr {
+	font-family: unset;
+}
+
+.sig.c   .k, .sig.c   .kt,
+.sig.cpp .k, .sig.cpp .kt {
+	color: #0033B3;
+}
+
+.sig.c   .m,
+.sig.cpp .m {
+	color: #1750EB;
+}
+
+.sig.c   .s, .sig.c   .sc,
+.sig.cpp .s, .sig.cpp .sc {
+	color: #067D17;
+}
+
 
 /* -- other body styles ----------------------------------------------------- */
 
@@ -629,14 +691,6 @@ dl.glossary dt {
     font-size: 1.1em;
 }
 
-.optional {
-    font-size: 1.3em;
-}
-
-.sig-paren {
-    font-size: larger;
-}
-
 .versionmodified {
     font-style: italic;
 }
@@ -677,8 +731,9 @@ dl.glossary dt {
 
 .classifier:before {
     font-style: normal;
-    margin: 0.5em;
+    margin: 0 0.5em;
     content: ":";
+    display: inline-block;
 }
 
 abbr, acronym {
@@ -702,6 +757,7 @@ span.pre {
     -ms-hyphens: none;
     -webkit-hyphens: none;
     hyphens: none;
+    white-space: nowrap;
 }
 
 div[class*="highlight-"] {
@@ -764,8 +820,13 @@ div.code-block-caption code {
 }
 
 table.highlighttable td.linenos,
-div.doctest > div.highlight span.gp {  /* gp: Generic.Prompt */
-    user-select: none;
+span.linenos,
+div.highlight span.gp {  /* gp: Generic.Prompt */
+  user-select: none;
+  -webkit-user-select: text; /* Safari fallback only */
+  -webkit-user-select: none; /* Chrome/Safari */
+  -moz-user-select: none; /* Firefox */
+  -ms-user-select: none; /* IE10+ */
 }
 
 div.code-block-caption span.caption-number {
@@ -780,16 +841,6 @@ div.literal-block-wrapper {
     margin: 1em 0;
 }
 
-code.descname {
-    background-color: transparent;
-    font-weight: bold;
-    font-size: 1.2em;
-}
-
-code.descclassname {
-    background-color: transparent;
-}
-
 code.xref, a code {
     background-color: transparent;
     font-weight: bold;
diff --git a/docs/html/_static/doctools.js b/docs/html/_static/doctools.js
index daccd209..e509e483 100644
--- a/docs/html/_static/doctools.js
+++ b/docs/html/_static/doctools.js
@@ -4,7 +4,7 @@
  *
  * Sphinx JavaScript utilities for all documentation.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -29,9 +29,14 @@ if (!window.console || !console.firebug) {
 
 /**
  * small helper function to urldecode strings
+ *
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL
  */
 jQuery.urldecode = function(x) {
-  return decodeURIComponent(x).replace(/\+/g, ' ');
+  if (!x) {
+    return x
+  }
+  return decodeURIComponent(x.replace(/\+/g, ' '));
 };
 
 /**
@@ -259,6 +264,9 @@ var Documentation = {
   hideSearchWords : function() {
     $('#searchbox .highlight-link').fadeOut(300);
     $('span.highlighted').removeClass('highlighted');
+    var url = new URL(window.location);
+    url.searchParams.delete('highlight');
+    window.history.replaceState({}, '', url);
   },
 
   /**
@@ -285,9 +293,10 @@ var Documentation = {
   initOnKeyListeners: function() {
     $(document).keydown(function(event) {
       var activeElementType = document.activeElement.tagName;
-      // don't navigate when in search box or textarea
+      // don't navigate when in search box, textarea, dropdown or button
       if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT'
-          && !event.altKey && !event.ctrlKey && !event.metaKey && !event.shiftKey) {
+          && activeElementType !== 'BUTTON' && !event.altKey && !event.ctrlKey && !event.metaKey
+          && !event.shiftKey) {
         switch (event.keyCode) {
           case 37: // left
             var prevHref = $('link[rel="prev"]').prop('href');
@@ -295,12 +304,14 @@ var Documentation = {
               window.location.href = prevHref;
               return false;
             }
+            break;
           case 39: // right
             var nextHref = $('link[rel="next"]').prop('href');
             if (nextHref) {
               window.location.href = nextHref;
               return false;
             }
+            break;
         }
       }
     });
diff --git a/docs/html/_static/documentation_options.js b/docs/html/_static/documentation_options.js
index 42f10a87..eecd2571 100644
--- a/docs/html/_static/documentation_options.js
+++ b/docs/html/_static/documentation_options.js
@@ -1,6 +1,6 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: '1.4',
+    VERSION: '1.5',
     LANGUAGE: 'None',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/docs/html/_static/epub.css b/docs/html/_static/epub.css
index 270e9570..165f41d5 100644
--- a/docs/html/_static/epub.css
+++ b/docs/html/_static/epub.css
@@ -4,7 +4,7 @@
  *
  * Sphinx stylesheet -- default theme.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
diff --git a/docs/html/_static/language_data.js b/docs/html/_static/language_data.js
index d2b4ee91..ebe2f03b 100644
--- a/docs/html/_static/language_data.js
+++ b/docs/html/_static/language_data.js
@@ -5,7 +5,7 @@
  * This script contains the language-specific data used by searchtools.js,
  * namely the list of stopwords, stemmer, scorer and splitter.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -13,7 +13,8 @@
 var stopwords = ["a","and","are","as","at","be","but","by","for","if","in","into","is","it","near","no","not","of","on","or","such","that","the","their","then","there","these","they","this","to","was","will","with"];
 
 
-/* Non-minified version JS is _stemmer.js if file is provided */ 
+/* Non-minified version is copied as a separate JS file, is available */
+
 /**
  * Porter Stemmer
  */
@@ -199,7 +200,6 @@ var Stemmer = function() {
 
 
 
-
 var splitChars = (function() {
     var result = {};
     var singles = [96, 180, 187, 191, 215, 247, 749, 885, 903, 907, 909, 930, 1014, 1648,
diff --git a/docs/html/_static/pygments.css b/docs/html/_static/pygments.css
index d14395ef..691aeb82 100644
--- a/docs/html/_static/pygments.css
+++ b/docs/html/_static/pygments.css
@@ -1,8 +1,8 @@
-pre { line-height: 125%; margin: 0; }
-td.linenos pre { color: #000000; background-color: #f0f0f0; padding: 0 5px 0 5px; }
-span.linenos { color: #000000; background-color: #f0f0f0; padding: 0 5px 0 5px; }
-td.linenos pre.special { color: #000000; background-color: #ffffc0; padding: 0 5px 0 5px; }
-span.linenos.special { color: #000000; background-color: #ffffc0; padding: 0 5px 0 5px; }
+pre { line-height: 125%; }
+td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
 .highlight .hll { background-color: #ffffcc }
 .highlight { background: #eeffcc; }
 .highlight .c { color: #408090; font-style: italic } /* Comment */
diff --git a/docs/html/_static/pyramid.css b/docs/html/_static/pyramid.css
index dbc19d26..e0b1cfac 100644
--- a/docs/html/_static/pyramid.css
+++ b/docs/html/_static/pyramid.css
@@ -4,15 +4,15 @@
  *
  * Sphinx stylesheet -- pylons theme.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
- 
+
 @import url("basic.css");
- 
+
 /* -- page layout ----------------------------------------------------------- */
- 
+
 body {
     font-family: "Nobile", sans-serif;
     font-size: 100%;
@@ -34,7 +34,7 @@ div.bodywrapper {
 hr {
     border: 1px solid #B1B4B6;
 }
- 
+
 div.document {
     background-color: #eee;
 }
@@ -59,7 +59,7 @@ div.body {
     border-right-style: none;
     overflow: auto;
 }
- 
+
 div.footer {
     color: #ffffff;
     width: 100%;
@@ -69,7 +69,7 @@ div.footer {
     background: transparent;
     clear:both;
 }
- 
+
 div.footer a {
     color: #ffffff;
     text-decoration: none;
@@ -79,14 +79,14 @@ div.footer a:hover {
     color: #e88f00;
     text-decoration: underline;
 }
- 
+
 div.related {
     line-height: 30px;
     color: #373839;
     font-size: 0.8em;
     background-color: #eee;
 }
- 
+
 div.related a {
     color: #1b61d6;
 }
@@ -94,7 +94,7 @@ div.related a {
 div.related ul {
     padding-left: calc(230px + 10px);
 }
- 
+
 div.sphinxsidebar {
     font-size: 0.75em;
     line-height: 1.5em;
@@ -103,7 +103,7 @@ div.sphinxsidebar {
 div.sphinxsidebarwrapper{
     padding: 10px 0;
 }
- 
+
 div.sphinxsidebar h3,
 div.sphinxsidebar h4 {
     font-family: "Neuton", sans-serif;
@@ -118,30 +118,30 @@ div.sphinxsidebar h4 {
 div.sphinxsidebar h4{
     font-size: 1.3em;
 }
- 
+
 div.sphinxsidebar h3 a {
     color: #000000;
 }
- 
- 
+
+
 div.sphinxsidebar p {
     color: #888;
     padding: 5px 20px;
 }
- 
+
 div.sphinxsidebar p.topless {
 }
- 
+
 div.sphinxsidebar ul {
     margin: 10px 20px;
     padding: 0;
     color: #373839;
 }
- 
+
 div.sphinxsidebar a {
     color: #444;
 }
- 
+
 div.sphinxsidebar input {
     border: 1px solid #ccc;
     font-family: sans-serif;
@@ -171,16 +171,16 @@ p.sidebar-title {
 }
 
 /* -- body styles ----------------------------------------------------------- */
- 
+
 a, a .pre {
     color: #1b61d6;
     text-decoration: none;
 }
- 
+
 a:hover, a:hover .pre {
     text-decoration: underline;
 }
- 
+
 div.body h1,
 div.body h2,
 div.body h3,
@@ -194,29 +194,29 @@ div.body h6 {
     margin: 30px 0px 10px 0px;
     padding: 5px 0;
 }
- 
+
 div.body h1 { border-top: 20px solid white; margin-top: 0; font-size: 200%; }
 div.body h2 { font-size: 150%; background-color: #ffffff; }
 div.body h3 { font-size: 120%; background-color: #ffffff; }
 div.body h4 { font-size: 110%; background-color: #ffffff; }
 div.body h5 { font-size: 100%; background-color: #ffffff; }
 div.body h6 { font-size: 100%; background-color: #ffffff; }
- 
+
 a.headerlink {
     color: #1b61d6;
     font-size: 0.8em;
     padding: 0 4px 0 4px;
     text-decoration: none;
 }
- 
+
 a.headerlink:hover {
     text-decoration: underline;
 }
- 
+
 div.body p, div.body dd, div.body li {
     line-height: 1.5em;
 }
- 
+
 div.admonition p.admonition-title + p {
     display: inline;
 }
@@ -236,7 +236,7 @@ div.note {
     padding: 10px 20px 10px 60px;
     background: #e1ecfe url(dialog-note.png) no-repeat 10px 8px;
 }
- 
+
 div.seealso {
     background: #fff6bf url(dialog-seealso.png) no-repeat 10px 8px;
     border: 2px solid #ffd324;
@@ -244,7 +244,7 @@ div.seealso {
     border-right-style: none;
     padding: 10px 20px 10px 60px;
 }
- 
+
 div.topic {
     background: #eeeeee;
     border: 2px solid #C6C9CB;
@@ -252,7 +252,7 @@ div.topic {
     border-right-style: none;
     border-left-style: none;
 }
- 
+
 div.warning {
     background: #fbe3e4 url(dialog-warning.png) no-repeat 10px 8px;
     border: 2px solid #fbc2c4;
@@ -268,18 +268,18 @@ div.admonition-todo {
     border-left-style: none;
     padding: 10px 20px 10px 60px;
 }
- 
+
 div.note p.admonition-title,
 div.warning p.admonition-title,
 div.seealso p.admonition-title,
 div.admonition-todo p.admonition-title {
     display: none;
 }
- 
+
 p.admonition-title:after {
     content: ":";
 }
- 
+
 pre {
     padding: 10px;
     line-height: 1.2em;
@@ -289,7 +289,7 @@ pre {
     border-right-style: none;
     border-left-style: none;
 }
- 
+
 code {
     background-color: transparent;
     color: #222;
diff --git a/docs/html/_static/searchtools.js b/docs/html/_static/searchtools.js
index 970d0d97..2d778593 100644
--- a/docs/html/_static/searchtools.js
+++ b/docs/html/_static/searchtools.js
@@ -4,7 +4,7 @@
  *
  * Sphinx JavaScript utilities for the full-text search.
  *
- * :copyright: Copyright 2007-2020 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -59,10 +59,10 @@ var Search = {
   _pulse_status : -1,
 
   htmlToText : function(htmlString) {
-      var htmlElement = document.createElement('span');
-      htmlElement.innerHTML = htmlString;
-      $(htmlElement).find('.headerlink').remove();
-      docContent = $(htmlElement).find('[role=main]')[0];
+      var virtualDocument = document.implementation.createHTMLDocument('virtual');
+      var htmlElement = $(htmlString, virtualDocument);
+      htmlElement.find('.headerlink').remove();
+      docContent = htmlElement.find('[role=main]')[0];
       if(docContent === undefined) {
           console.warn("Content block not found. Sphinx search tries to obtain it " +
                        "via '[role=main]'. Could you check your theme or template.");
@@ -248,7 +248,7 @@ var Search = {
       // results left, load the summary and display it
       if (results.length) {
         var item = results.pop();
-        var listItem = $('
  • ');
+        var listItem = $('
  • ');
         var requestUrl = "";
         var linkUrl = "";
         if (DOCUMENTATION_OPTIONS.BUILDER === 'dirhtml') {
@@ -273,28 +273,31 @@ var Search = {
         if (item[3]) {
           listItem.append($(' (' + item[3] + ')'));
           Search.output.append(listItem);
-          listItem.slideDown(5, function() {
+          setTimeout(function() {
             displayNextItem();
-          });
+          }, 5);
         } else if (DOCUMENTATION_OPTIONS.HAS_SOURCE) {
           $.ajax({url: requestUrl,
                   dataType: "text",
                   complete: function(jqxhr, textstatus) {
                     var data = jqxhr.responseText;
                     if (data !== '' && data !== undefined) {
-                      listItem.append(Search.makeSearchSummary(data, searchterms, hlterms));
+                      var summary = Search.makeSearchSummary(data, searchterms, hlterms);
+                      if (summary) {
+                        listItem.append(summary);
+                      }
                     }
                     Search.output.append(listItem);
-                    listItem.slideDown(5, function() {
+                    setTimeout(function() {
                       displayNextItem();
-                    });
+                    }, 5);
                   }});
         } else {
           // no source available, just display title
           Search.output.append(listItem);
-          listItem.slideDown(5, function() {
+          setTimeout(function() {
             displayNextItem();
-          });
+          }, 5);
         }
       }
       // search finished, update title and status message
@@ -325,7 +328,9 @@ var Search = {
     var results = [];
 
     for (var prefix in objects) {
-      for (var name in objects[prefix]) {
+      for (var iMatch = 0; iMatch != objects[prefix].length; ++iMatch) {
+        var match = objects[prefix][iMatch];
+        var name = match[4];
         var fullname = (prefix ? prefix + '.' : '') + name;
         var fullnameLower = fullname.toLowerCase()
         if (fullnameLower.indexOf(object) > -1) {
@@ -339,7 +344,6 @@ var Search = {
           } else if (parts[parts.length - 1].indexOf(object) > -1) {
             score += Scorer.objPartialMatch;
           }
-          var match = objects[prefix][name];
           var objname = objnames[match[1]][2];
           var title = titles[match[0]];
           // If more than one term searched for, we require other words to be
@@ -379,6 +383,13 @@ var Search = {
     return results;
   },
 
+  /**
+   * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions
+   */
+  escapeRegExp : function(string) {
+    return string.replace(/[.*+\-?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+  },
+
   /**
    * search for full-text terms in the index
    */
@@ -402,13 +413,14 @@ var Search = {
       ];
       // add support for partial matches
       if (word.length > 2) {
+        var word_regex = this.escapeRegExp(word);
         for (var w in terms) {
-          if (w.match(word) && !terms[word]) {
+          if (w.match(word_regex) && !terms[word]) {
             _o.push({files: terms[w], score: Scorer.partialTerm})
           }
         }
         for (var w in titleterms) {
-          if (w.match(word) && !titleterms[word]) {
+          if (w.match(word_regex) && !titleterms[word]) {
               _o.push({files: titleterms[w], score: Scorer.partialTitle})
           }
         }
@@ -490,6 +502,9 @@ var Search = {
    */
   makeSearchSummary : function(htmlText, keywords, hlwords) {
     var text = Search.htmlToText(htmlText);
+    if (text == "") {
+      return null;
+    }
     var textLower = text.toLowerCase();
     var start = 0;
     $.each(keywords, function() {
@@ -501,7 +516,7 @@ var Search = {
     var excerpt = ((start > 0) ? '...' : '') +
       $.trim(text.substr(start, 240)) +
       ((start + 240 - text.length) ? '...' : '');
-    var rv = $('
    ').text(excerpt);
+    var rv = $('
    ').text(excerpt);
     $.each(hlwords, function() {
       rv = rv.highlightText(this, 'highlighted');
     });
diff --git a/docs/html/_static/underscore.js b/docs/html/_static/underscore.js
index 5b55f32b..cf177d42 100644
--- a/docs/html/_static/underscore.js
+++ b/docs/html/_static/underscore.js
@@ -1,31 +1,6 @@
-// Underscore.js 1.3.1
-// (c) 2009-2012 Jeremy Ashkenas, DocumentCloud Inc.
-// Underscore is freely distributable under the MIT license.
-// Portions of Underscore are inspired or borrowed from Prototype,
-// Oliver Steele's Functional, and John Resig's Micro-Templating.
-// For all details and documentation:
-// http://documentcloud.github.com/underscore
-(function(){function q(a,c,d){if(a===c)return a!==0||1/a==1/c;if(a==null||c==null)return a===c;if(a._chain)a=a._wrapped;if(c._chain)c=c._wrapped;if(a.isEqual&&b.isFunction(a.isEqual))return a.isEqual(c);if(c.isEqual&&b.isFunction(c.isEqual))return c.isEqual(a);var e=l.call(a);if(e!=l.call(c))return false;switch(e){case "[object String]":return a==String(c);case "[object Number]":return a!=+a?c!=+c:a==0?1/a==1/c:a==+c;case "[object Date]":case "[object Boolean]":return+a==+c;case "[object RegExp]":return a.source==
-c.source&&a.global==c.global&&a.multiline==c.multiline&&a.ignoreCase==c.ignoreCase}if(typeof a!="object"||typeof c!="object")return false;for(var f=d.length;f--;)if(d[f]==a)return true;d.push(a);var f=0,g=true;if(e=="[object Array]"){if(f=a.length,g=f==c.length)for(;f--;)if(!(g=f in a==f in c&&q(a[f],c[f],d)))break}else{if("constructor"in a!="constructor"in c||a.constructor!=c.constructor)return false;for(var h in a)if(b.has(a,h)&&(f++,!(g=b.has(c,h)&&q(a[h],c[h],d))))break;if(g){for(h in c)if(b.has(c,
-h)&&!f--)break;g=!f}}d.pop();return g}var r=this,G=r._,n={},k=Array.prototype,o=Object.prototype,i=k.slice,H=k.unshift,l=o.toString,I=o.hasOwnProperty,w=k.forEach,x=k.map,y=k.reduce,z=k.reduceRight,A=k.filter,B=k.every,C=k.some,p=k.indexOf,D=k.lastIndexOf,o=Array.isArray,J=Object.keys,s=Function.prototype.bind,b=function(a){return new m(a)};if(typeof exports!=="undefined"){if(typeof module!=="undefined"&&module.exports)exports=module.exports=b;exports._=b}else r._=b;b.VERSION="1.3.1";var j=b.each=
-b.forEach=function(a,c,d){if(a!=null)if(w&&a.forEach===w)a.forEach(c,d);else if(a.length===+a.length)for(var e=0,f=a.length;e2;a==
-null&&(a=[]);if(y&&a.reduce===y)return e&&(c=b.bind(c,e)),f?a.reduce(c,d):a.reduce(c);j(a,function(a,b,i){f?d=c.call(e,d,a,b,i):(d=a,f=true)});if(!f)throw new TypeError("Reduce of empty array with no initial value");return d};b.reduceRight=b.foldr=function(a,c,d,e){var f=arguments.length>2;a==null&&(a=[]);if(z&&a.reduceRight===z)return e&&(c=b.bind(c,e)),f?a.reduceRight(c,d):a.reduceRight(c);var g=b.toArray(a).reverse();e&&!f&&(c=b.bind(c,e));return f?b.reduce(g,c,d,e):b.reduce(g,c)};b.find=b.detect=
-function(a,c,b){var e;E(a,function(a,g,h){if(c.call(b,a,g,h))return e=a,true});return e};b.filter=b.select=function(a,c,b){var e=[];if(a==null)return e;if(A&&a.filter===A)return a.filter(c,b);j(a,function(a,g,h){c.call(b,a,g,h)&&(e[e.length]=a)});return e};b.reject=function(a,c,b){var e=[];if(a==null)return e;j(a,function(a,g,h){c.call(b,a,g,h)||(e[e.length]=a)});return e};b.every=b.all=function(a,c,b){var e=true;if(a==null)return e;if(B&&a.every===B)return a.every(c,b);j(a,function(a,g,h){if(!(e=
-e&&c.call(b,a,g,h)))return n});return e};var E=b.some=b.any=function(a,c,d){c||(c=b.identity);var e=false;if(a==null)return e;if(C&&a.some===C)return a.some(c,d);j(a,function(a,b,h){if(e||(e=c.call(d,a,b,h)))return n});return!!e};b.include=b.contains=function(a,c){var b=false;if(a==null)return b;return p&&a.indexOf===p?a.indexOf(c)!=-1:b=E(a,function(a){return a===c})};b.invoke=function(a,c){var d=i.call(arguments,2);return b.map(a,function(a){return(b.isFunction(c)?c||a:a[c]).apply(a,d)})};b.pluck=
-function(a,c){return b.map(a,function(a){return a[c]})};b.max=function(a,c,d){if(!c&&b.isArray(a))return Math.max.apply(Math,a);if(!c&&b.isEmpty(a))return-Infinity;var e={computed:-Infinity};j(a,function(a,b,h){b=c?c.call(d,a,b,h):a;b>=e.computed&&(e={value:a,computed:b})});return e.value};b.min=function(a,c,d){if(!c&&b.isArray(a))return Math.min.apply(Math,a);if(!c&&b.isEmpty(a))return Infinity;var e={computed:Infinity};j(a,function(a,b,h){b=c?c.call(d,a,b,h):a;bd?1:0}),"value")};b.groupBy=function(a,c){var d={},e=b.isFunction(c)?c:function(a){return a[c]};j(a,function(a,b){var c=e(a,b);(d[c]||(d[c]=[])).push(a)});return d};b.sortedIndex=function(a,
-c,d){d||(d=b.identity);for(var e=0,f=a.length;e>1;d(a[g])=0})})};b.difference=function(a){var c=b.flatten(i.call(arguments,1));return b.filter(a,function(a){return!b.include(c,a)})};b.zip=function(){for(var a=i.call(arguments),c=b.max(b.pluck(a,"length")),d=Array(c),e=0;e=0;d--)b=[a[d].apply(this,b)];return b[0]}};
-b.after=function(a,b){return a<=0?b():function(){if(--a<1)return b.apply(this,arguments)}};b.keys=J||function(a){if(a!==Object(a))throw new TypeError("Invalid object");var c=[],d;for(d in a)b.has(a,d)&&(c[c.length]=d);return c};b.values=function(a){return b.map(a,b.identity)};b.functions=b.methods=function(a){var c=[],d;for(d in a)b.isFunction(a[d])&&c.push(d);return c.sort()};b.extend=function(a){j(i.call(arguments,1),function(b){for(var d in b)a[d]=b[d]});return a};b.defaults=function(a){j(i.call(arguments,
-1),function(b){for(var d in b)a[d]==null&&(a[d]=b[d])});return a};b.clone=function(a){return!b.isObject(a)?a:b.isArray(a)?a.slice():b.extend({},a)};b.tap=function(a,b){b(a);return a};b.isEqual=function(a,b){return q(a,b,[])};b.isEmpty=function(a){if(b.isArray(a)||b.isString(a))return a.length===0;for(var c in a)if(b.has(a,c))return false;return true};b.isElement=function(a){return!!(a&&a.nodeType==1)};b.isArray=o||function(a){return l.call(a)=="[object Array]"};b.isObject=function(a){return a===Object(a)};
-b.isArguments=function(a){return l.call(a)=="[object Arguments]"};if(!b.isArguments(arguments))b.isArguments=function(a){return!(!a||!b.has(a,"callee"))};b.isFunction=function(a){return l.call(a)=="[object Function]"};b.isString=function(a){return l.call(a)=="[object String]"};b.isNumber=function(a){return l.call(a)=="[object Number]"};b.isNaN=function(a){return a!==a};b.isBoolean=function(a){return a===true||a===false||l.call(a)=="[object Boolean]"};b.isDate=function(a){return l.call(a)=="[object Date]"};
-b.isRegExp=function(a){return l.call(a)=="[object RegExp]"};b.isNull=function(a){return a===null};b.isUndefined=function(a){return a===void 0};b.has=function(a,b){return I.call(a,b)};b.noConflict=function(){r._=G;return this};b.identity=function(a){return a};b.times=function(a,b,d){for(var e=0;e/g,">").replace(/"/g,""").replace(/'/g,"'").replace(/\//g,"/")};b.mixin=function(a){j(b.functions(a),
-function(c){K(c,b[c]=a[c])})};var L=0;b.uniqueId=function(a){var b=L++;return a?a+b:b};b.templateSettings={evaluate:/<%([\s\S]+?)%>/g,interpolate:/<%=([\s\S]+?)%>/g,escape:/<%-([\s\S]+?)%>/g};var t=/.^/,u=function(a){return a.replace(/\\\\/g,"\\").replace(/\\'/g,"'")};b.template=function(a,c){var d=b.templateSettings,d="var __p=[],print=function(){__p.push.apply(__p,arguments);};with(obj||{}){__p.push('"+a.replace(/\\/g,"\\\\").replace(/'/g,"\\'").replace(d.escape||t,function(a,b){return"',_.escape("+
-u(b)+"),'"}).replace(d.interpolate||t,function(a,b){return"',"+u(b)+",'"}).replace(d.evaluate||t,function(a,b){return"');"+u(b).replace(/[\r\n\t]/g," ")+";__p.push('"}).replace(/\r/g,"\\r").replace(/\n/g,"\\n").replace(/\t/g,"\\t")+"');}return __p.join('');",e=new Function("obj","_",d);return c?e(c,b):function(a){return e.call(this,a,b)}};b.chain=function(a){return b(a).chain()};var m=function(a){this._wrapped=a};b.prototype=m.prototype;var v=function(a,c){return c?b(a).chain():a},K=function(a,c){m.prototype[a]=
-function(){var a=i.call(arguments);H.call(a,this._wrapped);return v(c.apply(b,a),this._chain)}};b.mixin(b);j("pop,push,reverse,shift,sort,splice,unshift".split(","),function(a){var b=k[a];m.prototype[a]=function(){var d=this._wrapped;b.apply(d,arguments);var e=d.length;(a=="shift"||a=="splice")&&e===0&&delete d[0];return v(d,this._chain)}});j(["concat","join","slice"],function(a){var b=k[a];m.prototype[a]=function(){return v(b.apply(this._wrapped,arguments),this._chain)}});m.prototype.chain=function(){this._chain=
-true;return this};m.prototype.value=function(){return this._wrapped}}).call(this);
+!function(n,r){"object"==typeof exports&&"undefined"!=typeof module?module.exports=r():"function"==typeof define&&define.amd?define("underscore",r):(n="undefined"!=typeof globalThis?globalThis:n||self,function(){var t=n._,e=n._=r();e.noConflict=function(){return n._=t,e}}())}(this,(function(){
+//     Underscore.js 1.13.1
+//     https://underscorejs.org
+//     (c) 2009-2021 Jeremy Ashkenas, Julian Gonggrijp, and DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+var n="1.13.1",r="object"==typeof self&&self.self===self&&self||"object"==typeof global&&global.global===global&&global||Function("return this")()||{},t=Array.prototype,e=Object.prototype,u="undefined"!=typeof Symbol?Symbol.prototype:null,o=t.push,i=t.slice,a=e.toString,f=e.hasOwnProperty,c="undefined"!=typeof ArrayBuffer,l="undefined"!=typeof DataView,s=Array.isArray,p=Object.keys,v=Object.create,h=c&&ArrayBuffer.isView,y=isNaN,d=isFinite,g=!{toString:null}.propertyIsEnumerable("toString"),b=["valueOf","isPrototypeOf","toString","propertyIsEnumerable","hasOwnProperty","toLocaleString"],m=Math.pow(2,53)-1;function j(n,r){return r=null==r?n.length-1:+r,function(){for(var t=Math.max(arguments.length-r,0),e=Array(t),u=0;u=0&&t<=m}}function J(n){return function(r){return null==r?void 0:r[n]}}var G=J("byteLength"),H=K(G),Q=/\[object ((I|Ui)nt(8|16|32)|Float(32|64)|Uint8Clamped|Big(I|Ui)nt64)Array\]/;var X=c?function(n){return h?h(n)&&!q(n):H(n)&&Q.test(a.call(n))}:C(!1),Y=J("length");function Z(n,r){r=function(n){for(var r={},t=n.length,e=0;e":">",'"':""","'":"'","`":"`"},Cn=Ln($n),Kn=Ln(_n($n)),Jn=tn.templateSettings={evaluate:/<%([\s\S]+?)%>/g,interpolate:/<%=([\s\S]+?)%>/g,escape:/<%-([\s\S]+?)%>/g},Gn=/(.)^/,Hn={"'":"'","\\":"\\","\r":"r","\n":"n","\u2028":"u2028","\u2029":"u2029"},Qn=/\\|'|\r|\n|\u2028|\u2029/g;function Xn(n){return"\\"+Hn[n]}var Yn=/^\s*(\w|\$)+\s*$/;var Zn=0;function nr(n,r,t,e,u){if(!(e instanceof r))return n.apply(t,u);var o=Mn(n.prototype),i=n.apply(o,u);return _(i)?i:o}var rr=j((function(n,r){var t=rr.placeholder,e=function(){for(var u=0,o=r.length,i=Array(o),a=0;a1)ur(a,r-1,t,e),u=e.length;else for(var f=0,c=a.length;f0&&(t=r.apply(this,arguments)),n<=1&&(r=null),t}}var lr=rr(cr,2);function sr(n,r,t){r=qn(r,t);for(var e,u=nn(n),o=0,i=u.length;o0?0:u-1;o>=0&&o0?a=o>=0?o:Math.max(o+f,a):f=o>=0?Math.min(o+1,f):o+f+1;else if(t&&o&&f)return e[o=t(e,u)]===u?o:-1;if(u!=u)return(o=r(i.call(e,a,f),$))>=0?o+a:-1;for(o=n>0?a:f-1;o>=0&&o0?0:i-1;for(u||(e=r[o?o[a]:a],a+=n);a>=0&&a=3;return r(n,Fn(t,u,4),e,o)}}var Ar=wr(1),xr=wr(-1);function Sr(n,r,t){var e=[];return r=qn(r,t),jr(n,(function(n,t,u){r(n,t,u)&&e.push(n)})),e}function Or(n,r,t){r=qn(r,t);for(var e=!er(n)&&nn(n),u=(e||n).length,o=0;o=0}var Br=j((function(n,r,t){var e,u;return D(r)?u=r:(r=Nn(r),e=r.slice(0,-1),r=r[r.length-1]),_r(n,(function(n){var o=u;if(!o){if(e&&e.length&&(n=In(n,e)),null==n)return;o=n[r]}return null==o?o:o.apply(n,t)}))}));function Nr(n,r){return _r(n,Rn(r))}function Ir(n,r,t){var e,u,o=-1/0,i=-1/0;if(null==r||"number"==typeof r&&"object"!=typeof n[0]&&null!=n)for(var a=0,f=(n=er(n)?n:jn(n)).length;ao&&(o=e);else r=qn(r,t),jr(n,(function(n,t,e){((u=r(n,t,e))>i||u===-1/0&&o===-1/0)&&(o=n,i=u)}));return o}function Tr(n,r,t){if(null==r||t)return er(n)||(n=jn(n)),n[Wn(n.length-1)];var e=er(n)?En(n):jn(n),u=Y(e);r=Math.max(Math.min(r,u),0);for(var o=u-1,i=0;i1&&(e=Fn(e,r[1])),r=an(n)):(e=qr,r=ur(r,!1,!1),n=Object(n));for(var u=0,o=r.length;u1&&(t=r[1])):(r=_r(ur(r,!1,!1),String),e=function(n,t){return!Er(r,t)}),Ur(n,e,t)}));function zr(n,r,t){return i.call(n,0,Math.max(0,n.length-(null==r||t?1:r)))}function Lr(n,r,t){return null==n||n.length<1?null==r||t?void 0:[]:null==r||t?n[0]:zr(n,n.length-r)}function $r(n,r,t){return i.call(n,null==r||t?1:r)}var Cr=j((function(n,r){return r=ur(r,!0,!0),Sr(n,(function(n){return!Er(r,n)}))})),Kr=j((function(n,r){return Cr(n,r)}));function Jr(n,r,t,e){A(r)||(e=t,t=r,r=!1),null!=t&&(t=qn(t,e));for(var u=[],o=[],i=0,a=Y(n);ir?(e&&(clearTimeout(e),e=null),a=c,i=n.apply(u,o),e||(u=o=null)):e||!1===t.trailing||(e=setTimeout(f,l)),i};return c.cancel=function(){clearTimeout(e),a=0,e=u=o=null},c},debounce:function(n,r,t){var e,u,o,i,a,f=function(){var c=zn()-u;r>c?e=setTimeout(f,r-c):(e=null,t||(i=n.apply(a,o)),e||(o=a=null))},c=j((function(c){return a=this,o=c,u=zn(),e||(e=setTimeout(f,r),t&&(i=n.apply(a,o))),i}));return c.cancel=function(){clearTimeout(e),e=o=a=null},c},wrap:function(n,r){return rr(r,n)},negate:fr,compose:function(){var n=arguments,r=n.length-1;return function(){for(var t=r,e=n[r].apply(this,arguments);t--;)e=n[t].call(this,e);return e}},after:function(n,r){return function(){if(--n<1)return r.apply(this,arguments)}},before:cr,once:lr,findKey:sr,findIndex:vr,findLastIndex:hr,sortedIndex:yr,indexOf:gr,lastIndexOf:br,find:mr,detect:mr,findWhere:function(n,r){return mr(n,Dn(r))},each:jr,forEach:jr,map:_r,collect:_r,reduce:Ar,foldl:Ar,inject:Ar,reduceRight:xr,foldr:xr,filter:Sr,select:Sr,reject:function(n,r,t){return Sr(n,fr(qn(r)),t)},every:Or,all:Or,some:Mr,any:Mr,contains:Er,includes:Er,include:Er,invoke:Br,pluck:Nr,where:function(n,r){return Sr(n,Dn(r))},max:Ir,min:function(n,r,t){var e,u,o=1/0,i=1/0;if(null==r||"number"==typeof r&&"object"!=typeof n[0]&&null!=n)for(var a=0,f=(n=er(n)?n:jn(n)).length;ae||void 0===t)return 1;if(t
     
     
-    Index — IDTxl 1.4 documentation
-    
-    
-    
+    Index — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
 
@@ -32,7 +31,7 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
         
  • Index
    •  
       
     
      
@@ -173,7 +172,7 @@ 
    C
    
 
       
  • conflicting_entries() (in module idtxl.idtxl_utils)
 
    • 
-      
  • current_value() (idtxl.network_analysis.NetworkAnalysis property)
+      
  • current_value (idtxl.network_analysis.NetworkAnalysis property)
 
    • 
   
 
@@ -199,7 +198,7 @@ 
    D
    
 
       
  • Data (class in idtxl.data)
 
    • 
-      
  • data() (idtxl.data.Data property)
+      
  • data (idtxl.data.Data property)
 
    • 
       
  • discretise() (in module idtxl.idtxl_utils)
 
    • 
@@ -239,6 +238,8 @@ 
    E
    
         
  • (idtxl.estimators_jidt.JidtKraskovMI method)
 
    • 
         
  • (idtxl.estimators_jidt.JidtKraskovTE method)
+
    • 
+        
  • (idtxl.estimators_mpi.MPIEstimator method)
 
    • 
         
  • (idtxl.estimators_multivariate_pid.SxPID method)
 
    • 
@@ -249,6 +250,8 @@ 
    E
    
         
  • (idtxl.estimators_pid.SydneyPID method)
 
    • 
         
  • (idtxl.estimators_pid.TartuPID method)
+
    • 
+        
  • (idtxl.estimators_python.PythonKraskovCMI method)
 
    • 
         
  • (idtxl.estimators_Rudelt.RudeltBBCEstimator method)
 
    • 
@@ -265,6 +268,8 @@ 
    E
    
 
       
       
  • export_brain_net_viewer() (in module idtxl.idtxl_io)
@@ -473,6 +478,13 @@ 
    I
    
 
       
    • 
+      
  • 
+    idtxl.estimators_mpi
+
+      
    • 
       
  • 
@@ -494,6 +506,13 @@ 
    I
    
 
       
    • 
+      
  • 
+    idtxl.estimators_python
+
+      
    • 
       
  • 
@@ -606,6 +625,8 @@ 
    I
    
         
  • (idtxl.estimators_jidt.JidtGaussian method)
 
    • 
         
  • (idtxl.estimators_jidt.JidtKraskov method)
+
    • 
+        
  • (idtxl.estimators_mpi.MPIEstimator method)
 
    • 
         
  • (idtxl.estimators_multivariate_pid.SxPID method)
 
    • 
@@ -614,6 +635,8 @@ 
    I
    
         
  • (idtxl.estimators_pid.SydneyPID method)
 
    • 
         
  • (idtxl.estimators_pid.TartuPID method)
+
    • 
+        
  • (idtxl.estimators_python.PythonKraskovCMI method)
 
    • 
         
  • (idtxl.estimators_Rudelt.RudeltAbstractEstimator method)
 
    • 
@@ -621,6 +644,8 @@ 
    I
    
       
  • is_parallel() (idtxl.estimators_jidt.JidtEstimator method)
 
       
    • 
   
   
-  
+  
       
  • print_matrix() (idtxl.results.AdjacencyMatrix method)
 
    • 
-      
  • processes_analysed() (idtxl.results.ResultsSingleProcessAnalysis property)
+      
  • processes_analysed (idtxl.results.ResultsSingleProcessAnalysis property)
 
       
    • 
+      
  • PythonKraskovCMI (class in idtxl.estimators_python)
+
    • 
   
 
 
@@ -925,11 +960,11 @@ 
    S
    
 
       
  • save_pickle() (in module idtxl.idtxl_io)
 
    • 
-      
  • selected_vars_full() (idtxl.network_analysis.NetworkAnalysis property)
+      
  • selected_vars_full (idtxl.network_analysis.NetworkAnalysis property)
 
    • 
-      
  • selected_vars_sources() (idtxl.network_analysis.NetworkAnalysis property)
+      
  • selected_vars_sources (idtxl.network_analysis.NetworkAnalysis property)
 
    • 
-      
  • selected_vars_target() (idtxl.network_analysis.NetworkAnalysis property)
+      
  • selected_vars_target (idtxl.network_analysis.NetworkAnalysis property)
 
    • 
       
  • separate_arrays() (in module idtxl.idtxl_utils)
 
    • 
@@ -967,11 +1002,15 @@ 
    S
    
 
    T
    
 
    
   
   
 
    
@@ -1000,7 +1039,7 @@ 
    U
    
   
    Quick search
    
     
    
     
    
-      
+      
       
     
    
     
    
@@ -1019,13 +1058,13 @@ 
    Navigation
    
         
  • 
           modules |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
         
  • Index
    •  
       
     
    
     
   
 
\ No newline at end of file
diff --git a/docs/html/idtxl.html b/docs/html/idtxl.html
index 46386ce4..7dc80d8e 100644
--- a/docs/html/idtxl.html
+++ b/docs/html/idtxl.html
@@ -4,16 +4,15 @@
 
   
     
-    
+    
 
-    idtxl package — IDTxl 1.4 documentation
-    
-    
-    
+    idtxl package — IDTxl 1.5 documentation
+    
+    
+    
     
     
     
-    
     
     
     
@@ -37,7 +36,7 @@ 
    Navigation
    
         
  • 
           previous |
    • 
-        
  • IDTxl 1.4 documentation »
    • 
+        
  • IDTxl 1.5 documentation »
    • 
         
  • idtxl package
    •  
       
     
      
@@ -56,8 +55,8 @@ 
    Submodules
    idtxl.data module
    
 
    Provide data structures for IDTxl analysis.
    
 
    
-
    
-class idtxl.data.Data(data=None, dim_order='psr', normalise=True, seed=None)[source]
    
+
    
+class idtxl.data.Data(data=None, dim_order='psr', normalise=True, seed=None)[source]
    
 
    Bases: object
    
 
    Store data for information dynamics estimation.
    
 
    Data takes a 1- to 3-dimensional array representing realisations of random
@@ -121,15 +120,15 @@ 
    Submodules
-
    
-property data
    
+
    
+
    
+property data
    
 
    Return data array.
    
 
    
 
 
    
-
    
-generate_logistic_maps_data(n_samples=1000, n_replications=10, coefficient_matrices=array([[[0.5, 0.0], [0.4, 0.5]]]), noise_std=0.1)[source]
    
+
    
+generate_logistic_maps_data(n_samples=1000, n_replications=10, coefficient_matrices=array([[[0.5, 0.], [0.4, 0.5]]]), noise_std=0.1)[source]
    
 
    Generate discrete-time coupled-logistic-maps time series.
    
 
    Generate data and overwrite the instance’s current data.
    
 
    The implemented logistic map function is f(x) = 4 * x * (1 - x).
    
@@ -155,8 +154,8 @@ 
    Submodules
-
    
-generate_mute_data(n_samples=1000, n_replications=10)[source]
    
+
    
+generate_mute_data(n_samples=1000, n_replications=10)[source]
    
 
    Generate example data for a 5-process network.
    
 
    Generate example data and overwrite the instance’s current data. The
 network is used as an example the paper on the MuTE toolbox (Montalto,
@@ -190,8 +189,8 @@ 
    Submodules
-
    
-generate_var_data(n_samples=1000, n_replications=10, coefficient_matrices=array([[[0.5, 0.0], [0.4, 0.5]]]), noise_std=0.1)[source]
    
+
    
+generate_var_data(n_samples=1000, n_replications=10, coefficient_matrices=array([[[0.5, 0.], [0.4, 0.5]]]), noise_std=0.1)[source]
    
 
    Generate discrete-time VAR (vector autoregressive) time series.
    
 
    Generate data and overwrite the instance’s current data.
    
 
    
@@ -216,8 +215,8 @@ 
    Submodules
-
    
-get_realisations(current_value, idx_list, shuffle=False)[source]
    
+
    
+get_realisations(current_value, idx_list, shuffle=False)[source]
    
 
    Return realisations for a list of indices.
    
 
    Return realisations for indices in list. Optionally, realisations can
 be shuffled to create surrogate data for statistical testing. For
@@ -225,6 +224,15 @@ 
    Submodules
+
+
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1
    
@@ -246,6 +254,15 @@ 
    Submodules
+
+
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    3 3 3 3
    
@@ -290,20 +307,20 @@ 
    Submodules
-
    
-get_seed()[source]
    
+
    
+get_seed()[source]
    
 
    return the initial seed of the data
    
 
    
 
 
    
-
    
-get_state()[source]
    
+
    
+get_state()[source]
    
 
    return the current state of the random seed
    
 
    
 
 
    
-
    
-n_realisations(current_value=None)[source]
    
+
    
+n_realisations(current_value=None)[source]
    
 
    Number of realisations over samples and replications.
    
 
    
 
    Args:
    
@@ -319,14 +336,14 @@ 
    Submodules
-
    
-n_realisations_repl()[source]
    
+
    
+n_realisations_repl()[source]
    
 
    Number of realisations over replications.
    
 
    
 
 
    
-
    
-n_realisations_samples(current_value=None)[source]
    
+
    
+n_realisations_samples(current_value=None)[source]
    
 
    Number of realisations over samples.
    
 
    
 
    Args:
    
@@ -341,8 +358,8 @@ 
    Submodules
-
    
-permute_replications(current_value, idx_list)[source]
    
+
    
+permute_replications(current_value, idx_list)[source]
    
 
    Return realisations with permuted replications (time stays intact).
    
 
    Create surrogate data by permuting realisations over replications while
 keeping the temporal structure (order of samples) intact. Return
@@ -351,6 +368,15 @@ 
    Submodules
+
+
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1
    
@@ -372,6 +398,15 @@ 
    Submodules
+
+
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    3 3 3 3
    
@@ -413,8 +448,8 @@ 
    Submodules
-
    
-permute_samples(current_value, idx_list, perm_settings)[source]
    
+
    
+permute_samples(current_value, idx_list, perm_settings)[source]
    
 
    Return realisations with permuted samples (repl. stays intact).
    
 
    Create surrogate data by permuting realisations over samples (time)
 while keeping the order of replications intact. Surrogates can be
@@ -433,6 +468,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -450,6 +492,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -467,6 +516,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -484,6 +540,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -501,6 +564,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -589,8 +659,8 @@ 
    Submodules
-
    
-set_data(data, dim_order)[source]
    
+
    
+set_data(data, dim_order)[source]
    
 
    Overwrite data in an existing Data object.
    
 
    
 
    Args:
    
@@ -606,8 +676,8 @@ 
    Submodules
-
    
-slice_permute_replications(process)[source]
    
+
    
+slice_permute_replications(process)[source]
    
 
    Return data slice with permuted replications (time stays intact).
    
 
    Create surrogate data by permuting realisations over replications while
 keeping the temporal structure (order of samples) intact. Return
@@ -617,8 +687,8 @@ 
    Submodules
-
    
-slice_permute_samples(process, perm_settings)[source]
    
+
    
+slice_permute_samples(process, perm_settings)[source]
    
 
    Return slice of data with permuted samples (repl. stays intact).
    
 
    Create surrogate data by permuting data in a slice over samples (time)
 while keeping the order of replications intact. Return slice for the
@@ -626,6 +696,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -643,6 +720,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -660,6 +744,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -677,6 +768,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -694,6 +792,13 @@ 
    Submodules
+
+
+
+
+
+
+
 
 
    repl. ind.
    
 
    1 1 1 1 1 1 1 1
    
@@ -794,8 +899,8 @@ 
    Submodules
-
    
-class idtxl.bivariate_te.BivariateTE[source]
    
+
    
+class idtxl.bivariate_te.BivariateTE[source]
    
 
    Bases: idtxl.network_inference.NetworkInferenceTE, idtxl.network_inference.NetworkInferenceBivariate
    
 
    Perform network inference using bivariate transfer entropy.
    
 
    Perform network inference using bivariate transfer entropy (TE). To
@@ -851,8 +956,8 @@ 
    Submodules
-
    
-analyse_network(settings, data, targets='all', sources='all')[source]
    
+
    
+analyse_network(settings, data, targets='all', sources='all')[source]
    
 
    Find bivariate transfer entropy between all nodes in the network.
    
 
    Estimate bivariate transfer entropy (TE) between all nodes in the
 network or between selected sources and targets.
    
@@ -913,8 +1018,8 @@ 
    Submodules
-
    
-analyse_single_target(settings, data, target, sources='all')[source]
    
+
    
+analyse_single_target(settings, data, target, sources='all')[source]
    
 
    Find bivariate transfer entropy between sources and a target.
    
 
    Find bivariate transfer entropy (TE) between all potential source
 processes and the target process. Uses bivariate, non-uniform embedding
@@ -1039,8 +1144,8 @@ 
    Submodules
-
    
-class idtxl.bivariate_mi.BivariateMI[source]
    
+
    
+class idtxl.bivariate_mi.BivariateMI[source]
    
 
    Bases: idtxl.network_inference.NetworkInferenceMI, idtxl.network_inference.NetworkInferenceBivariate
    
 
    Perform network inference using bivariate mutual information.
    
 
    Perform network inference using bivariate mutual information (MI). To
@@ -1090,8 +1195,8 @@ 
    Submodules
-
    
-analyse_network(settings, data, targets='all', sources='all')[source]
    
+
    
+analyse_network(settings, data, targets='all', sources='all')[source]
    
 
    Find bivariate mutual information between all nodes in the network.
    
 
    Estimate bivariate mutual information (MI) between all nodes in the
 network or between selected sources and targets.
    
@@ -1155,8 +1260,8 @@ 
    Submodules
-
    
-analyse_single_target(settings, data, target, sources='all')[source]
    
+
    
+analyse_single_target(settings, data, target, sources='all')[source]
    
 
    Find bivariate mutual information between sources and a target.
    
 
    Find bivariate mutual information (MI) between all potential source
 processes and the target process. Uses bivariate, non-uniform embedding
@@ -1280,8 +1385,8 @@ 
    Submodules
-
    
-class idtxl.bivariate_pid.BivariatePID[source]
    
+
    
+class idtxl.bivariate_pid.BivariatePID[source]
    
 
    Bases: idtxl.single_process_analysis.SingleProcessAnalysis
    
 
    Perform partial information decomposition for individual processes.
    
 
    Perform partial information decomposition (PID) for two source processes
@@ -1313,8 +1418,8 @@ 
    Submodules
-
    
-analyse_network(settings, data, targets, sources)[source]
    
+
    
+analyse_network(settings, data, targets, sources)[source]
    
 
    Estimate partial information decomposition for network nodes.
    
 
    Estimate partial information decomposition (PID) for multiple nodes in
 the network.
    
@@ -1377,8 +1482,8 @@ 
    Submodules
-
    
-analyse_single_target(settings, data, target, sources)[source]
    
+
    
+analyse_single_target(settings, data, target, sources)[source]
    
 
    Estimate partial information decomposition for a network node.
    
 
    Estimate partial information decomposition (PID) for a target node in
 the network.
    
@@ -1454,8 +1559,8 @@ 
    Submodules
-
    
-class idtxl.multivariate_te.MultivariateTE[source]
    
+
    
+class idtxl.multivariate_te.MultivariateTE[source]
    
 
    Bases: idtxl.network_inference.NetworkInferenceTE, idtxl.network_inference.NetworkInferenceMultivariate
    
 
    Perform network inference using multivariate transfer entropy.
    
 
    Perform network inference using multivariate transfer entropy (TE). To
@@ -1479,9 +1584,8 @@ 
    Submoduleshttp://doi.org/10.1103/PhysRevE.83.051112
    
 
-
    Attributes:
    
-
    
-
    
+
    
+
    Attributes:
    
 
    source_setlist
    indices of source processes tested for their influence on the
 target
    
 
    
@@ -1509,10 +1613,11 @@ 
    Submodulesbool

    _|uo%X%?D z(6O)qMwH=S#Y_=3I=-AjG#a?BJcr7uwN{gZa+;-ichaGV4*W-T9i6=;lv3R5aIr?j zb<|6!;)p_%R2#B{d;)q=ni3)22~~HhJF?EBLsVf(?7zT{-GqC?%xVlgU$a!u(@3ekus52L=u@u>xg6` z9n5UO*|Z5r8LeVbROn=;T)~dcEV+V?FIxQ?D>D+*KG%T=c)x3*T?nh3 z9|Bt)hDNp{yFUQ?e|qq^dY1yQ4Zgi!6Y7VMr+8`?&WlP+G~i{A$`%pX2+Y2aP$?4= zdCnq6_}?Yx*#ooB+bk30M7{s$xNIGQ8}DV!9p2@{8Kd51b_R(Er>+hmRn{*guv7%j zE|!qO8{6x8;`Zl6A>y1|Q}A!1a)|YE;$5XW%6~7}yNQKV2&L)ui2B*e^t~wweU++q z4K+IZMvBzD9v>t9-w{LzDCg~uL}NdEDP}Uv59>zZ$V;5HjFlEy{avpru_euBMETPh z<$)N7gqI4}6M-Nj9%x)dJP`3CDekkUz3JefqEa3X7H~BmdCwzSjC#*WLPw!~%B4$J z3hx($jHP}u%f(VZeX?O^i~*$T`8zRQm8vjHoTRX976Sw&(A_GLITvv?sEA3%!ChRM zL&ulyx46=;RC^z1_|l%zY^zWfjde_Q>?=x5BDItt=7Ayo`!Eww?>+PV`X?2z<&QF#>b+ z9sTIP_hqjC!WjEn5{&r;4YAr+1iE4g8pdpr#Z3eJb&LU|p!s-=SEZog6_OMd5;O_U z+)8UzXKw3oB9~vC4X_pKQ&O;1?_B;zCz)991Pk;Ee@&=WXca~$^wUr_n~^%S z&tdIdt_K)OA}ugKn1ueP>Uktj=r=gjW1T>k-2MeL!r@});Xc3avMZIIj!!`(-De%cdKIc1DcM!1FSn1E;wn@I zBPhT9HaE4@sF*=ZASbkfeHIw?F4@u|Szxfm3`zhmqL_h!B)i!RE8}60#!)siUT(tv zbE%|_-DY;3$wbGkm9wQLl8fMK3*@`Q8`mt#eEMFs47Mcd4`I~Zt0QRE_C8BfLDe2P zBc&U3r#zu!SfvbD0t=LX+MrxV-0sNXL}8FZNuXU3&E8OPXQ^Y#3)FEJq_VU%CUfYk z%-2fpDHZtkLQ!de?ogxNRcV7jRf8?NaLGre;`jtY{ z6!7cumYK(oc^*GXJC7Au@c)6vHpdG2>b}S0s3}9!W<)^KjySo8GRS`qnU-w&4&__= zZeC>D#i46I4_*6t=-N-p=+7QgMwJ1guKi5mwaGm}Xa+0jPg3Kb6qpoJeoxCn2=Fp<(ql(U7Cw6Ow={Y}is_9)reLpfTX>nKM1Wv`~G- zY7cOb!RMYnnW?coEj8$#-fe;!*7LAR8oHSYcdyUSHL$Er!IXwf2Yv2og-KOTODeh@ zvzU!k14#}wBpOKfgUmgBK9l6RX-PtNW$e#JlD_AjzJeyx|J+m2Eh-VDMHO99`Lb-N z8d^?fNb(GK+yipS-}{KH2!lvVU8*zjj%?H&NOGu8Hud>7KDosD4Ykp;KFcI|C@o1& z1xY@YjU)$4BB##|d9Z-|Tb_IR?GRTd%su^KsJUHtmAR)h=J0Y)!!zvel$7o!WrC;s zQooUH-3}&mGqfuXaFD_0o}PG>*zb;~KXEO8{zEL8{Z^rIFaN@R9F*`XADgv%fGxXfk zM+o+eo_!~C`qPqdx_>L68ZS>3Y;M;=q)g-$kwhlaIwF~vAP&~}vpGsAQ|@U;XO`U4 zOM_vZIsl*hO~kR%Z9nIa+e0V~z)38}xQ+YTim6$?kBqaz{pOdEdK!{G}m zJd)mK0bp`eeGhSQn|MPrxo|MNQO`FjCbLTj;p=*Ewu+LYh`LvacSCSaMZqZ_GMrN( zpUg+n!1;kJaGv0csS+G1F>a8%%J&9OXrvu@7DV+wrJ2I##S~&kYku20hBaDKj+87~ z^C$N4QbcPq7~Mr-CvWwBm!dVz!uDQCKo2?dIk3Wy*32B^2u#YcO zkzgcu5B>~j%wj6WEGW3M;S$s65L0KYQJOE63*xv$$XJ6~Jti_ZkQ?p~b)lG^aGEQ1 zuN%{)Tt|Ls9F4sa9p*uS+qY@pQ>HN{BBKno)8<~XMBklVN zX6g+|m|C5Zrl`@`H ziluDtiXddH10Sdy5frh2UPSR%RG(zB}Nzn=tOAt6WM z*!S^_vMjwKR?Y-Yyd*Jvcg<0U4CX6^e|6LNQgxH_< z_)jz50_;EHE0p6?hSUMG+s{G3zM2RyxhM#ln2X}B14lQ7hyw|NMz;4O!r7?zgCzL& zFHg#?{~j90T%OD@NtP$E881(JE9uC&K0Yk0pxS%AaG7Q)sn%XB1_+9Z_*Fv4(A>RB z2>m*|Dj{b*QILL={=_}JhGYOm@12VFk?LQBo*zV;wMs~0ObxY4$fbEsDWby{m*g3s~@ejf5X>KYbEaLd2(VDGpCK zTw+%VQJLC+jq|sYR|&aagZ6+1O?(Q2HtZ@PXZqYp2cSsE9|IeHc^|Jx$e)E;g%)9S zkq{cn7Pg^m;Z!8#wR(WIJB0F(gQ^koaXpPFf7Dp5pryR zZz}5K;R>)ZVbx{)kzUqrJqS(!$-lhDrUzq@?yX zQ421K5lM$0#Vn*rsmEIe&RZGIZE4{otFeJI;zSwr9PK#zNaeFsxv?$LOH*uP;R*mfH_^QmVICX0xmh?i1(cBn^AeB(R2&5 zPL=(Fj-v`Z;y0b+d~Kmj8Q?s`?s}oIySgX88~v9mek`E-%Axudhw4`hwtj_V!*XFR zKVORCLAvJ#3v`#P`$NTblpzN}tXLm2t#YC1ihfWa16u?7nnM*HpT}EP3CAMRi(uWF zG@kD{mR4>OX{9V;Qn1o}g$1-vWf9x)z9SAh%p$n(Q+J`&4}ldatR`3hr502cAvNJ- z6HpDeP@gFpvR^`#FDljge4$)I?XM`Ade=mwiP~I+`YgRMTWA(cb16Cx70*x!0taXD z4Ddid1Ws0A6T4o=JsIWA0?V6#7p|i&ht%9Uo@-rA7!2-91d8;#(fBabkpzqsd;WSI zqZS#aOd8gAG`!xcX;>t0CjnVll%=T7q4CQZ=0i0*>J^7;FO@3rK+SVO!@WfmL&P3j zh9f%{wKtd`XYV~sjd!J`2Ko8kCaBTfHbGG(`^h6W>b->tcQ3x_+dT(WOyi|T9EM@= zKe2|)nRQU($)!4|?#&8%h-vn>X=z4Te4orlvw>9CFeDmC_k%3n@ogr_H`9`YyjWk) zMv}f4@Aw5xrvJq|M7N{ff2Tzi)j9cDHdGC_h=yV7;f{Miig%oJjga#v(4V-`3I5%k zZnr%Kje7;ASoV{Cm%#{a9|P%rkQc{a$Rrs{OA@N5a$Yu)94wVEe3tEl1?1oI;vH9o zxH@6+jxC|)b|qF8@1QY7uAqK*Q z>`C~@zu%pK#>H$zs${pCB(|CO1m*lthgZgiA&+VfU(aWPKQ}GGsanhaqy+E2<|C`M zNJ|Nw&Dm1Yy*-`HWxN~NgKS|x^r{T3l>?B~d`}EjT*lrtV!SG0DWrnsPSGk5t-9lK z*Z{<3_PN`t@L4q7nPQ~`;|S~~%|fZ%*ubtnZGCQVpszpBeB9Y`&GvoeT*o_wy=;lD z;_8EOr`l>ZkliP|9dL8Vd#w9gtR>LzQmobT30@u_OR_vdzL@jDRUZ~B#9pgq9VmN< zrUhJbv(UgDDD_sQ0oQY_4DP19R9I}`Q-QZ6Uv~GnWhxo8PGwE+IE1^xZWrmciEw8& zfiEzZe?AG9`*(c@EdKX`#qA2Gl!m+->_R*!nQ0A?G)xeQtl~9PByy%YEghX%>a;v2 z5Fn}RlK9HBtP#8ZSTRLWmLoRX3=#ICEWgp@ZC8d8+p6c@QIjP{snuMwM&jcA+J5d! zR5nFId=H~5u$*BjP_MJ%2q-pyQrWhxDvlZoN%zPQw!D6-OUgm)sr zHH2y&Bhjm4F(TU1K$kt*QbbxJ;Bp6HQWo>zDT`ph|B*|>9&mZ4F6Pl07^t?Qw*4g| zb9WKKN4;74lf<%k0M@QRQ9%L<-|7WEcNhG%u&IaQ-%iI1e0x(w2?YuX^Q)tXBXg3K zQJ@|Q^?G3eAv^PKrGfYWp(@nfhD*_9f!_D&FirFJP7%lhRkq-)zeaWiRfF48x@@3} zog}To$>CA6pkrt6njI|gg2fqn)WW!%dF8GoyrQ(wIyE}`MoM7bgO8D}@tzd@ZL5Xx zk_?!pV9^H{(}7rsgtahUn+OCM13}{=27+iFNob#)<6tQ+AzgL{3%EwWzlUfs>b)xo z9feXYS1i@Sc)K8EETx)RuKT|4Gk3@Vh*9rjPPxb@(c4=h#9ct7LSUyCb)?Bzi(z~& z3Bn?z+(SI2ENk!Ui9nERkH(F;_EMI!kV_$DYr~oUNsx|u|2N4j{hUdA$q&%jraJo! zaZHdToJj-RCkC*$l7_e!#)pNsKzpz9=qXnT!O{=|1PpQQyKd!cSU2Q$m8*rObGPHG zI3e^46>$n9SNCLl{5ZT^d*@m~__OIxT%9wt!j1(x&OrOf?Il8w2qLW%g{zc!QUThf zUCwHM4#Vmzx7S;4l$Q0Vh|$G+$Ul$#%`BPA8FQCq#N1Rj%=tFv+Xsga%=4+)d+(iP zzlE`NT@q~h1q?CSH3C(!wm!ycl0{7etc@{%6fom4UX`{jUK>eaApw)Xwx!Nu%C==4 zPGs4u11>fwebNuM>YZi(Y+!-2?4LuQM3%ky6i#L5T&dVu_A1*EuyGD#@+|v5(4f6o zgC;(OK^u0K{i!~4$M(%*Dyu?S0E^n{HFd`o=QiDa%?-}#nR21gSiN!FxnkCB%;X!T zxqPEmm~l5a`W0vO#*I6r+e$(w|y%z}V{0`IS= z8%u&cfzKg}{senG4MOveJ)p5A*hfNR66{0i1IA1n`oWlLLqCkP&4VD+-?Kv9#bo<$ zXk^nn6|a%W_FrSZOQz6BGz>P${EGlD!t7}v$!_)puRiS2ILhY93?~eFuf=2DbBaG# zi$hxTeA>vyt5x!w)2tUN4P?kUFtXLFwFM_Zin%XWy?Zw?6U;}i1K^|H>GUVA7E9X2 z@C1&)?}&uYpJ2Y@F*s;jFsic43r?fjs?U&1Zx%+%W}!X@_a{!yT%)(uP^l2B8%}Ay zR(4?qZF07RJe=RiDYs5@q2@a4jrV@i*&Ze%oUOC&u2Kc*jD?0c+3V7Qh%4wcb?X|x z!U!PX1Q@kKqnSfeTa$sN-xzHCHq)xt$ucXFj02YxIJg%%@G5nqWbqCrk@^E^UascUb5P^@VWE>}D!#Aq-xYq{^IlVL~m_yxh^a z90Zc3JJzX`B6dr9tO7CPf78U+^y&PR|6w2SP^nrOODQ&_B%^3E}82fVn%WwI<2d@=oz9 zX$c9sWDY-C;E|%r5*CGj;#7kc6w)BjQD|wz*a=-z4ByG~l zmc(CzgFY+Kpwi_@Bf)A*QY2Dz45;M7OK8|p?+=oIEZhrH+)>Ky{S0%@k_)%Ur5)UN zV{0rOf{JNivV{iI|492u>EPC?d#)35%`o1ZnE-E0OMsI>fY%8EgzU@b!>GL)|E<}% zNDk!vI3D5ES2L~d#W!WBYVTL`OC#>H2zw>!!-QNS0FAVtogFip3leUG8aIYjKFX}} zk+iHb0{VX-8>>7qr55hnNyEhMTbCp4YvMpB2ogRe_~A1M|1u-|pVA_n?nwW99}u46 zoZ_F5*dvXY6bSD}mlEN!`2i3hH)nl1dm!>7vIUv>gY^1t9`=PJfkaq!ji z#2T^Zg-?OD!^{g0A|H~jfsj$$G(2Bx$q)momW((8_%-ogsSF3}-cn_@y4NYqp{4*i zP7$Y2MkVnURk$s=sE>~qbHR=WOjTA@M|K>-o->~*H~f{%>90t_>3(C|YOwhq2{yOe zdZbL`6_G?H(mEoU$gxcJmQqG5m#2!K&6FG7(U~PT{DMF@sER>!$M{@>umTb2qoPAo zLOB zt|8}(`#B~eaMD1RJ#bP4O(J&koGnlnWxhC1S;Y2zQc}g9FMg%Y7uRlc6*?&ckeH3h z5!?~vr=vwO_M+LzTZ_4Xh!gZDi7Dd%NCSc73nid%E%nSeKMhI}XPirv2ChmL;S=E$ zM){(O0ULK*xb&gR6r8DR{JC5lv?jV(l1b;G*wC>?X}(l0)QPDuw{$TDo0(OvPQofm zy?s12;)L@j;A5m?uqQ#=AC9DBMjB?MU+jVbyk7-V{MBY8oxkdr%cV=1 z=X(VyW2x-Sblo)wpGidyK&-l*dF3L%Q+G22R=Chcm|a*)(xJOfJbBkM>-=R&kQE{7 z7I`{ZR^FQufgo2NjT>|2txt?f)>uc{DOwtC`~X2X>iv0=+4;GV60qNk#=Sf!@&L(% zNWzUYz;-c!y_GyXJ}Evdy#LvIl?Fb!G6eaApw)XTBgon%35X}PGp;_<1scSZ6^q}>YZ(VBPhbz<~PwNk!>zMg;TmYfgyIb zxk`HkY@7_4Jlp)K8noZhpovdm(1x9D{zO>m=c|>xbjrB-1`_Y8bI8eSqsX>79R z#%jdb+p*r&Dw8-0K1)wK%1mjuoq-6-cE9J|N};1z<}h`FC_DVZ3)MX6 zV{jVZvQMLQ_+f_?{6NqF^l5kqF8LQho}%G|BT4G1q4-O1u>Z6U)`f9-m?UWF{Vo~c zBNz5ys}$Ue`9~Pr4J6r(?T~j5do+%+w6o9>M&Ob}zunS)_2veg(v*7+6Rx9oJ)|Z! z;ESGaQIZ^&$Hoqbn*2ocZx(iOy3*e83~Zk zsZM+DOp~(uDczCtHyfxg(ZVt$j~1;od=jpc5|W~A#CGQ0X0bXeH*LCz9v8)nmL_SB zlvNpn;=5!UTi%+SxIsDK^J$32VUrg#jLNb}PVtdI38FYcD2kDfmfa}M(BCzR1f^e*1V5prP8Uf3AUk>qauUpk7?$>?FEDNb40{YX235s`lfI!i zH~3IcJ|xi!@{bRy;teT^C@5(#Q;G8@Ts0EZ0W3 zRD{Bcpld`ikt$0EDyO(mtKti;)S`YWRcO3rQ7NubEY-ADOOZlUP)qb6yzpc4Oodu- zRF{+*`^v&eJ8>|?WrdoXVqNpVaM9RJf{QMoKXK2)Apt^{DnAD8BlVjIv0=pRcROhdaTG3{k^r5{m zF;i!cb^`L#~wguR0D$ZtY4sph=-gZ0h3s_NIe>bfBN=y{Y@(TJBcPA(wj~0KVTL?&3 z0n%*>Fov}F=z9R|IhejgftqRiXo|pwJ!er=7%AQo=#EXHR@HZwY8!&APqJQF|^vX%q`B`4gd5p>-c!(wl~|rAaEk4wdwNzaF4nPUN7i z2^N~HEo_*r&XA!VW?rZn;MHJ#Zuwpq^&OSHPwUoF;imfwL6m)2&nVjW`m*B714~$8 znf?dR&KLla=P7j!DHNFjnd@vb*uqi|(^oM@d`2MvO>Mq{1 zU!algkf6{_Zr`8Ae3!guk!VQeJ#+H&)!A0rZLAe6x7JABJTvQJdwCsIZD$v~?*hOG z|Cxa$w*TzZF6_Nn{3#at!(t@mL1WevKAiVR64*Ux*GoYT19-JETjHvcQN^D{?P*op z5XC0>>OPGC?QOXsRfnSPN=KJ^C3urJi#=nU{>0uhsP^};C6hq?8VP2`4N7%`X|#qZ zV8i)&mVNQ|uvpV=#l5%EGc!r~z__=OZ+`7~=;ORAw^l2z+ER`5Tp{_4ulIqPVIF86 z5u4stD}&ghXKv7K4=lQkfZjmI^A2>;$+6>M7>8o(^QTTeDxxp>k}oQPUQ)Xz-@O~e zud8tswL^B1>jgBzQaG%AvcA})Mk;Yj*drDnTr}#;1~vGy4Iy==WgWS_tOm6?AeN4@Tgssfw_hF0h&04CiBkfSLAm(3Y zhs-zi_Db{*H+i8{S!^F(TUcx#jR$lg0Co)Vqs%xB57=IX_Zl^KrnIXxv-qO+N@!@j z-z|D$7{0v%5BSa*wdr_&$T)rp{&Z~JpAJ)`_#sUWbBGD6>i%7Rr|8xf+(ld*X8uSn zwq7;(5dymVHWCf@2Lvo$6My3H>qFKty#4q&j2=%iERPiL;-0Tqhv~wwasVsCdVl1b zXgn7EfgP4EEb6@p&4$3D-^DO7S(NdUl0{GGB8m;RSNYyh@-FZ!xblzRnu1$bp%Lt) zI}!e7xb;dk+OjJ{()BFs7}j`1IZ_}V@krXn)nNQ3IH!y3AujeH`9AKpy{8jbj(T@mnKPti2qWvYf-?ku?vRZ; zM2%1U5n6wSffO!bLe#t!iHBWmVB>+dgk4QL``yyoQ4apudj4UAz z7MT8^!L%v=dp~=YQCJMIrNAwDw+(*vjb6A(MaF?gW=5;kDMK~1JOlu<+59r`{!8EC?Kn_|Eiyr#u0d?c}S=j zQw;aynAC0C`-ZJzm?>t_Da;JKt7tMq(J9WfQ8Y@4Fi`eWiFgVotdt0zyx7_< zl0>yD5l`r$L@4s84T(~lM8$`hVym*-+%lKBAI;64OMs7hGZOyz%Ef`?U4ina8Pac)J%d`X z24HYEEDhjA4D}0=K&>s0&q4c48o(4dCNw$X1C@&?lh*h)-4xz={e1 zn{sLcHg*r8mx9H zk(yWq6U~%+hhE9|0?3aMcO{!CCAl;1O1+?&QfSO)TJdEs6Jk)|jZ!y4-!!`Wv7sq& z&{gPZ5Sj~nKx2!ziiE~E^p90hgMxn$%0V07J?vDZy{&SRn`e~anfIb zMhP57TdiYQ9Y%7bWDcXJ*~d%aFk&#eZ#incQMB3R0y*6`b@eV8RU=uT-_d5gj!d-K zH~@@@HZ!nfIOfQ)WV9KLq|P|J;Do~cODU1;XPn1wnnt{5VW#Pb?O7Pvv=vW8gHRwS zFInIAsWs}%0MuVK;GFpIt_DT{iqq!xULi{zbE zx4OGv2(Qez4IO9|cxGUD8^iF{v@lS9wSmFwdEaVHGRwHLX>!~#Tr%!lkM9>aJ{}r( zwoN)?DF1NDnn|S&6U#B@`Z;pa*;ZU=IJdfcoXz9TWse)XY|Xf{?y}3)UwpabFSD)= z5C9|X;SX%6{0XM=$I?=n(w#qy#yyO$8K=y4>g;`HVPu6KRYO{Kd^ZhhRjq1te3 zMQ1yRe{*Sfu}~^I+v?Tbv={BJjtgnDsSKIYbe=lt{0@TM77BtX)=#aO%-vK)H4iv) z3aAK#5+0OWP+_MJ8O<8aYP~Q=wj0De&)3TCK2tXaJ|TK0tBp+NwupAlZ8N2DXKLN$ zsPOT)iAyi(V4i~t?2-1t0mZJ97CcAN$j@==8VH{}y2))e$8(ooIyME7bjfAwCv$unFal{?zeiA~ zvi^5$==5Jqr~gb#C$cvDFdLn^YxI%V$;myFB$?T-jJ~zw9jFen*(AHo6e>ub=KGOR z>5da%w0jbY%A*cWU+Op3*FOs-p4--lBkm23=;s6%~}_nlv(zVUe4~ zJzkXtiNd;DgMftby1@mvNLbdnBXo?saG}RFTvGfXBxSRluNn0!25zi2FW};@tE&|X zh^SCd1Y6A6`(6<}hT))*YETlzkEVbK&yb2r(J)$Hr0&Jsf%Zld>D_LDIPuG zU>HoF!I(ZREvC;1V7iyo*SKVHzECb<)7XGZ7OUmpZ10+AG$BU|bripp zu}&JgYYXLutGWR*(&df$W_Jit_oL~~BX|uW)dwfv^T@?Q9MYcwwAdw3UJvU*?_hdd zjg?9jK;_Hs9=D89xe|w=Gtedr^ojSJ!t5+|KPmQU-;kKm{jPT>E?3j3;cZg5qHu!W z*e#2`3QpOr%r%Qd=_dJaRj+zO#d==9Zt4S8Iw5>owDF27!9ob6{g7}=bxaF%T&G=L6-IOP*x6FYk&nj=S$r?=@ zo18JOGg&&xJkZicxF$De6g8Vz)C3CN9Ul@KO5Alk4}x-AB2Z-6I~re_K_VrdKaBnK zuHs8UXn8}!>g}Q-N4?o3;QDPfk4EDH8Ux;*X5)LaDu01Z>M&v#92s8(*041L=OG-S2J$Y2Bx4}S7qgLM zX9lIdw@M$T&@e_DX%Bc5L%;uG`u%5G`dtY6{V*H-{y3w#Cfk82=5Z;^1_u$)Bkh9& zSi_XLTZNooL4VTt62`%lN1}1eXon~rw4L#AoaJb&w}`;O*tj~|zqfRN<8?8zq(Cx^ z^cZF&CoLnb1tXoAl#$Z;wdvf%hw1L^5i6mRQrTQ#e^nMd_t{f7#*ox9CFSukUX^u! z*-D!fmJ4DGAYoB{L6z5*sUSv2XO^mY7jlHF40)UEUfv-h8P!(mLY{nVuV^L~)~%YA zgYBuRW!<*@+@a+lSa2oN6HKsuqEZ-UHr_L7VgpHAm66n{MreC1E+0gtuo{T_5!>xi zTsNxzyp+U}top-<5TVE=No;#~cdA+zl4(=5)!gj8fdCx!UMJyHOWJBIBBSGy;a!2| zR~s}Ni{cV1HzDb@#Go>q@NVXWcP8Zo?;X^Fqo)lWdU*ufeJXTC)A1&Ot||A%dS?Oq}wK}!poa$y3|HeE7bI}=@ABe?>w5xQ1pn? zyV5dBaWEkEQ*n4aW~&qjp1Ii3j+f-LD-M}!R!E-A+>hpCZwmpA5`7Z>_zFd`Qr&&z zT7mCt48Dy9F|rTnEqK>AxEt24KhIF_P6D;s^(El6>(8Nm zrd|J;49DF`;1IjM1cG+`1p!2?U7z8Nwd?z4IU8dDx$7%RV*ln2V(t1$R-x5-go!k} z{u|Mdcl|ffCsFu9e6sHPR#XU$MCI24Hl5}kY}K>y#d|bp@717*PaU9%0uB98NRm`~ zcywSB^Ix$utYQzJ0b2ZOOS}r){}^f&S^?3;9%!hz#UB1f50LOSi!6H!@ISbE58u@@ zib~_M*LyJ7@cx~;5ek;6_i#d(icgt-LGBIl;itpZ=0!37qtOUEN8B>ur(4IcR(+5oC9C?d+CE;2st*iCP;&ZDfU1%M zRed-@ASZ-JUwIt$E>(SqWPw3fefR}^gJBZP6DZG{6{Cq;lAoF3e z`-QSgWP$c4OE3e4A%0-6EYgik@pPFPkNAE{TH!JqW1?1rD!<-DF01RH_IioZT^c#A z;UKAjDpM0P)mg;D&fra2}^z8(k;_U8&*)niGDj=4`mtV{R=bqmAZ`qKoTkELkGBk*`xwqWY2lhCZaQ? zvS)d9$&}*6!i>Qg)CqF-mP8uY{VW&mOClGP*+Yu3vmhE?fcBAQkDiiZ{7@Pf3KN)o zL8O=-O5?I6S;blR=>i6^=EH$mkFXS~H)LGqui<6hj})qRB?3jJP|^4>yOH3Dlr{rM zq55kYa@6}o7~GdGI}9}~@V~AXUCVQc()6hA%|{vVL%CGQ&Q6-tudGK)Dwpaj%pG42 zb4OgJI1Wtl1;G^EZ5!Ytl}q&x%s=;n^Ym46{mx1fjw9o+8c6qp%%%DXljO%~Npb>6 z@`G$7$)4{NB!aj6cF39j=TeDoN4=w|_e4?HQuCvVE=Qno%qZ+A?j3GUlVR)Oj(b3I zsT?BfsCRZ+>OKmM&&WpIerF{Gmqp)`p5zkiH`K-ob2*dbva}>Q1tgiuMv`Y|IZ>z7 zt3z6KIMZgyfHcxx3ZNKv*~aX$H7&cG3U;|68@n9Jk`Yw{JE{QXB6)hLX2}$pk#?nJ zBq}I2os^Nfd-fu$KT4f~G-5s`b#G4^vCK^26RG`GnI$6!Aam6#W9WA>e&yvcUX`%C zK)jk1mgmM8K*FL7@G1f>Q-o?qXO=9PtHZARNm;$k9V2(qIQgq^SFq0=B?3jp9n`uK z&{Y}V zNdxCMv%uN+>*4=5%@qDyOd)pM$EqjW4r|u94>?k@xR2BANn;++{&UK1ee5=bxvKD#3ULeh|jsoI);@_a-;yAmdS-b(#EIYY_{4*NCAZ-(MpFNpvVi{05qlyyp-Tje7T5c_}LDW_U670n#CKVj19lri3>TesddwV|=Oz znVKmchQndvM!uj`PS+Bh)wmr<--Zk?VKV$dQZjhIPc1l{#NZ^t`8wuZwTl64G zpZn@rn@Z=-9b5S^m-r?_V=eTe9=0Xic zaf{U!?%hGnc+_vbcq)h9r(#T*Lbznzbq&v0qco3##3(0SC1k8$Lzm|0P^{i))Nd2m zmR{8c1~664SyPi;lyPVM8k#oh8H)#80^TX2@H~LSWCi@Fq%H3Dp~wT5s@{usX$rr- znOXFWNmx`x3`i~|yYcJLKGKKRlWE)EB8-O!=chbX15d`MX?avrP8Z})#GgED6mPO_ z6D-KvQ`7%Q29nUF3m;&T1iZVee2ZGCRe@((c8R0fLy16;UR@d&UR`32NRIF&%zo~X zNax~6`w=%U%@*Fj5Or~JX%fy52~AR1P~_oP1Z&t`q|yk(Ox#@`CEJlS2+0A6_219D zcad*zY+sMn9o`?p>=$cq=(d=x$KhWk!B%iNO@hV{zmm=OVu4973%_no1cKyO8aF1tJ~j(>!Lg~^ zYfO7P2wFs9Cz+|AXX#R>+t4^B&oWVx@GOxsif4C(G}&xgY!40A*nOl&*F4au6inMp zg2xckk`h}Js0=dg5m40CdJ&(4Lq0pvkdjGhoR~~{eZMfP=FqlI-+ajN+26w0`lt3VemirdA?;&Mj%l`iDLb!jEsUWU87L}T?H z?&eu7Ud-<)lv{3N^_AP}EjQ;o7c|8C`hpa34ULQxs28hMy2p{PSHU3S=tkaDpT6};wc@~MZA9|*|m zeOTQcMVvxf!q|xtg{DVEjIS^j`I|xB*BN>LCj;_EfV?kvL!R$k_mn|m1Y7SN{pcUp z$oUrnu4!ZDG#LB8jIkdk!I)pJ5xTxF&=pITFlLj;5*px(Opl9v%-nVZ%Q@vz7Li3s zm+>+FkriVG9~%4~vqS6~IrwTbD8E+^(B3_?0BIcm$houQQ*{j1#&`*xl2)#NER4$QIkIbfDthg z29|!rNMLn5?9oUnK!O*YaPK!Iee3}eSDA7f5#Id-)l9N?q}j_m=BW@Jqh5~w#8p*E z^%}MS7I;2dLKz67Xc)ATnfSE0}pd^uj}Gg-o3&V&Sgt*%`aJ;Sybjs*^;Pg zBJkmNR1-NMV;ka)GVxANN<8m0YQbR`kvQ#9uS1$Ed%R`fT*Gj#P75bhEHrRN7&C&= zB0q%odFZ0(Ll;F?3gw-Ls(J)3mKKK0K~(jih@A}O zVaC-aUb>H3)%%k0kt9c7bEqW*v#*lfwR#mdTQ^`8)@d!cFFZ|j&_S0s^0%HS%6 zCnacHj`oojnw~Q1)sRu@R0nj0?sv^~y;n7dvKv`%Fzv_H^@py79>}%OS+X9T^tY|+ zh9T5|P7`XgB~OBHkHv+~%gH5>|d-=0yhY-7O^2s7xo>{-Il@mwoj;zU242o&kb zrSV~3BT*MA-v&^@q(wuHdW|ID3L~(T#}pq`V|Wi0E_tLBF8MuXiWjD33W`m7u3(Dp z_6stU?mm5UzPDlasaY}-W)>+%2=cu zV!SG0xm>)O6qZY43?N}qJ|z_wm8nooM`xBoHS0pb8M+Khpz4asMaWc@=2=!AwO6J2 zUEQ|b9AdnU#zsd`nh}c2R%Lt)dW1a4UV`Qi^>m}6ak_+#yrjo6_D51YAl}Vfg68dM z;CxFKIQvr0hNvL9ousJ4~<+Ph13%?30AE2kV@vtC@5Ll;|oO z_Lq#ha4H}HAx@z`Nfg8bCUpg(PLkll0dRrOAj%mfp#mLm!V8BAbl7W>kb>R2K!@7Z z*oQ9M;n`B<$T8m|5plU7ozkl1H^aUY%)S>TVPEAeKbIPveIq3yug1qnXHrl0I#fyn zi5O8u^RCW761su)2~3iJn=w!}LmI^c&opBQ_u`Whfgs(BG%nnW#2k?v;X7GA;z~|P zls@9-rP;!pCF-IQYZA^7o?Iy`mZNcAu!h}fCy$BD#NBlvI^D`6s~mt>{|e^4KziAM zEv2zP3BE$|btPtWH_s@`VtybI2y!vgxG@)V%3>ID$)s#;81r=m>8SUbB(wB0CWRQh z5{-Kq>Lg<_L6R^gk?{&KKp>*Ey)?@bd?X1TLkvp_!3TJz0fy~Smf)d8LrMmvabhxP z|EdT`p6y?UhK>J)=7Um2NpRt3V=@VT1&w2}F_S3?8xwJvjqR{ zf-gTmlGG~*WX0k~#%mIOqyd;8?XBegdPaO$SXkS84eqZ53+=D8McDGV=@cg6QHDk3 zcC!vAQvQ|A7FwJ(VFz3FE=TYhV1dgKyp}$Ras=X2N6x?SfUOFGuh; z4cgl^XyQ``X#R2p1_A9;sx`MVQ=X7lRaEPZ2_%Uu7K-QYT%-~T?Nj*$$GqT-;f*zT zWi?(|vvU#jDdK!nJcjrB;yA2!C&EU)O5NZm?Y_km)PwfPH*eeGNIN-(bjGgUc01pn zft@4zN3+O2ikX6SK0<%uY8OSS3->|YLcn+`VBDraVi>#LYS=y+_rupqZex+>drP1@ z_B|9WZrf2zSkHG1xEzN;x7kDrX+zx`QdFR{r|!7o+@`y)xxra2Zlqtmaoo9L)@{t> z8>P8?qgI%4H#qtgXZ6O7AOvDi$AG-$qD3gD;Olzg64JUJYnh{rxA>%SEbMdN3AGA| zr0AjyG?Z;ID_0a1W%!C7pgo<)NjzUGP1Y7R%vNU_APUlOQ4hH^+uT=H{$KD^o?h}} zUAlzZdg`Y{Hc{y4@@o)9ztS^^^84DWFqqkU|4rS5sxTZAgq=f-gAaqStk`K=4|aEb zBrLxA3jv0ey!L*L$RqGGqs?4ZVV;e&#pfWfXIp{o;xIo0jcg}R#amQ*U_`v@bC`z` za15lOA8@ILTA88sa9J9drxL?#gtL;tO3?AlYeCG? ze4#0q&|-Tzve!$qi(U>hiKvxe0Ez8^JvnOOEf#+Ysq?THhIW(!c12zn!ln2nxzg;u z*NbUic}l%dtDzPkmHaEzr%TOxp}t^t8>d9&0p}slx#+)I@TuBruJ%gA9i!fyok@Jf zFKCif4q-T=Pattt0tY0TV9i}O7k0zF*s7zDeic>q_qeE0=sX5h5%c*9s_N(SS6;a~ zpPw(3D*62C4Uci=T7~*7W#KMVTXlz?JB^uosn(?Sg+0~MY_3$D)EYkqyCQC4-T|U7sVz+I zYBjOo8{JU3#Go>CcsBgKCUP(ld0Qtc?qt_&e))t$C8mK8yAq_{z%r`tzL5hTh0^gdnC>8XQ4 zNAa>_4hy2|@C!9V(Z?W1P1&bWI{dK13ZY7!-qY|9FifH;6jgIjJCYW@A`O2D4tAAw zur3_H!z4jV?|12dW<-VeHR8O@YxP}$v( zDkYFGncM2Rv+8y*6bLG#7?7xvw|j4)K1VIf3zNA(=;DC{L36R!Bn}?+>UKtsI7B8Z zYMOaB611&KDB+_0{>H-&Q#-M=q?!Zf%XDDs7;cUj*JqtI8=S4J`DvWgL19U2P`FVm zmvEE>7l_;5&;%F1UE}U5w8~9E)Af@%@yi&MKDq;pGw$5xKBEOQw!0I3UW2FdWQBgg z8ne}Ta|4~Y;pDF1$$#krXgK5f%o)#3${F5%YH{|BM}n>H#Yfv7jrHq&Z=>KqMOzqQ zxC6K*BE0Uwz=)^lzzAQ-^9^drVri3^wgR&Z%uArq1ZZ5XyUo&!^Nd!Z(kwM$Uw3e; zU!^uVTWw93U673~WRSbgdY}8SZSF!)>Yf_h>_Fb@XzqyGqCasx1|V-io6X?*7MGhXqrrYAF&SBMSbUC zf=kwapin*&I@KH|K3!Sb%dV}~p=-~=xXofh#Sf6ZQd-5Q3$U4MeIELF#H+a3y3lB}=Apo&m2ghr zlH+<4N+YauqB1C%&+%Hb*lIX%`;dBpw=oQz3Y>Mg5(+iag)^v9-K!JumM(x=Pc?_t5*qW~eBO%~11vaAo!04D%R|H^ZmXC$SldPhB=c zk70#+*{==po*`_ACA0tKE3I-lFZZWvz4vw)T<6_;8tb%ip3(hnwF%l@(VQi=z`a(s zvTuP6-L}0X&}}xr!zJ3fM)LTDyqSjgJetwqh5YJ(khhRC!qaY`?VE^yC1$NeJYzrz zjhZB{Rm4ATJD8qaS9DYl%5sv&@F8p2PfJ8?0M)vd!5Mnctn9soU>)`TM1rgw4c&Kn znlJqBUX@y$E#~`1JzsmXpJ5<{8}y)gCaIA8D8^$U`7!z=grxY?O-M4V{S%VRKsIO0 z8DU1P73yS2D@TZ>Rp4XwvywxBXPR0<@O(*PJDOB>!Sj#0ZM!lYId3K=q(e$cW8n7w zjixYoNpo5^0!C?%2E4wBmS1CpN$KRB zLM=GT$KbA~>4gcFavzt9*_4n3vpAIl)k0lmu#Jsg!_|rE)deM`ld; z#b9qE!*N9tIK*x$fgr2k;{*`aom5!`8Q$Rb=|83Mj3jI_50>^FJa*eSR z=y163W5dSJ!@R(W&!IoDh4t}hv0t|kDFSB&r01q>g*q&rg|gp^;mo=-)%jYr0rv%V zAqqOh#i}##YaseD=zMBux!8xE%w!+r$-Y>F&a7lzfMRF5J&^`gE6w%}VZlo{0gDYt zp)!ENCvPue-{62_73nC>3TBfh3}Sz8mTY*=!A*ofNuV9Jo>E0=orCJ$Ap7-`89246Pg%MDdZAECz= zIGYyeRcCB!-TF(`Ogc{zezaW+=p=W0r39y_v&A^vCY{YlVyV{9X8mPjm#i6grq*A! z9>Hc)>o31}(kV8ZwGC_6&Q?p4)%x7p_3I`tzW8zL*1GF2TXzY)D3DA!Cifn2P>qjo zDF6ex@%9iu6j!!a>RaCyA6!(<@pe2c1IfK#)J!Q(RUZgJ(0%y}(?Y9WTJ%1IHnhe5 zIkn|U*m8H&$yu^8DI7jl&Jrf5x=}|$+sX7%w=K+8+y!h2V=7TYS;_{OLiMj9^v1i_ z_IsgLA)-X5P|;8}GAIicrBHoM575pJM4C@(Y)i|gEq{u(2qlU;^QXkGL8kp*4Sv*~ zWzU~7Q}_Odx)Dce6A!x52RJ8B`JM!!SXHp833h`-BoxL-U~-8>n1acf3jJWB+(JKe zPe(e(3UwEE*;#00a|I~gB6r#8G2bP3StJ_zosLAxg-%C07SKf)Nev)T3iVj=hs7TS zG~(h<+MVf0LW|*aBpODUF__JSa`P3*xKM6>u4FsJut>r*$L&p^wsuUZN<$Da0=u_J$O5Y4`>rjJy*ZG)MOY*A^Am5q z<%Uf$kUWN6V@)ooYig`>P+3s7k$Tm3jA2@-JdIo(VP_?nL~hvhq~>kMdBDjHyg!5U1;{?&K1#O<4%heT3-Yi zrB3A<3l+CMhX7K{GJ~!Y9ED|KnZi8QEQ+-nLB?HmglIO9O^7=>k^e#vK*iB;x-eZrAgKr`M1MqF1@P53BTo+x zDmk%|>8Cx&5^WXAB|1*>d?>mA2mL034jOtcv&ip5XW&thss|WmT4f4{63heP!cgxi z)tkZI8qLC-OWib)E{SP?AIsHhtug6rssJuA=2(xq~<_)iNXb> zA~w)*1-(()tavp%MFB?(C<6+$o#PM>9pWKghG}@n$hc>*jJqeTjH9f-C>htz-KuY9 zSLYW0BLl(x48eVAA)s0}1_H11nn^EkbKvWPT1YBmP|jxzir72t#-Lm;V^EIqWpv$s z*slf)a$oIN*+A{H{VF3c;LX>D7~A^`9B|aZCWb9a2H__)TK#Eg*pPk17usfwR&PZc zpV5jSw^>V+(MqbJBbe+fMU(DhQSbYgi8Ip6@hYE@q#g@zOZSG6x9Ru>_DO)wy7+-y ziXC?!rOM(fBbUQ>eT%y8@+?9Q2Xcka!`V=8Vn0tGBYLskl*^T`hOmda&k8Y&br&xHC&Y8uT;=xUD_4}BVy(4|O0Vl|bj=Q|qb z)PY5%BCQgy01z=9g@z9FIE6W?w;|MU>asCUK{;@k__Q^xs3}Bj$BXVhD3v`hSuR)i z0*})!D1(qLnm9QUcp@UimP&*)p?DjLzys4LQK}AW&10OoM}e+~6NwZi0PTWErs`eQAMeT((fEx!3HY0Aung%Ev3SsIpW6sS49LaHCHp*0CxUz+Vy?oWR6+Tms5vJk}_* zVdQCeM1eGl@o?@?Rb_T!7pS37T2tFMs@UtS9y$pI@XuTd{ z`Y5Z+A*S!N43FmycBUUW#O#NdJ+3ADAZB)>RLzn$g=;#~Dplv8@tv8Js`mfOYCrF$ zn8dItWVR@zuqTA938C%w5IXqi_uI}DW{KX-OZ2X^OLPKDbWf%wy5lq)aWgt{vKqWH zo4Ya_ySkXVLhJVsuE@n@#ns3m9NBPWR{kQd{FkI%`BPZ=4`f>T?agV-xY0&jU*h`J zedv|f-AKDHeHonp8RPsdX>tBo;QUQVaURS__d8Z?aY$sYWJ7HC_GGS6!5PWE3i0~UNSi(eadF~|)phada2@*Mhp$tZ~J;Ch|%@BB-(tvkmV(_}JZ-s11I5gbptsuAtQc%gC zaM(VnbB!)WBp@2VGAAH&H4q`;4%vdnIblEZ;UP^(Y zI84`Y5mmijSP+3m>#yN2Dr1F`O#GG8$=*{i`HG=B7da$X^}SDW7WElS7Ae7MJw0Na z?j~Lv_3olSaowOY#%ZWh^hQeS+CzLZ9Z|QuCx5hW5%I%*d}m{cC{$ae^@Axe?7fg0 zoqglsnEUVZ+yhSdRlfPKU><1)o&`6I*Chf$y5wnGxa0|vNYwlE*^PZbDGEho?M6@9 zdoRI0>b*P3yhZURiT5MW_#I;6cFj+!b4;S{;-0insapC7+h)vO1OcY=6K?4cIDJ5E zDEQI3bN@pUl&P3UIVrlC;qQ1-S-ACI5`iGOmBu|-x%DRm`>6NhB=h!j>vA;yAsXA% zJKsTwNtA?JiLh-kKw$4}-xA)+vN3C9sIEngJ9ZX$OSpF_$x6G*O0)S`q9nXZ12C`JTgij+i{h^vRzmE(2Bkc~(ui0$ zzpG0vQZSv+Q)NsW!khzD*pLgZGp!N2=~XH89d#b~jwxhKaYhMeqT`e;iVbjTcb94c zQTj`)D`@Uy%0Dd$DQ|pEtpR(l+ z4+GH2hBTT{-Cn?$d|nbv`UMQ}*s}#1W2tV8@g$3y2AGdAfD|xZj8~-^$x9PdKN@^xhyv|>rr5LKshY*{O)F&QX=K=!U7`Y~XEYlwcFK8YHl;!{VVPGM~9 z$IU`Xtd`DI|HyE$?F5mrvkalCD4KDT=z#*7MEKta!+;iN<)>=ioD5d zYz+$FP>pfE`LRKHtEm1&8MajK6?v5+az+(ZL)v?>s*+m~v8%_^R9a$C8Ty~j^glHz z{k;)t!PT@39U|;`K_#$HRmvwB>hUB{D`i#!PDMk<(7u;(%vz=V2@J=TN#GFLjs${E z7#jo-)_q+0KpEcP=IwX4`V3XRS)Lzb0I6LlNA+mat|ikUGCbIh6UX=;T`Z)|FpKSVYWI$2T^!b z;6y3SHusg4`xC{|^Yl{Wq_b%W259d-fdc@SB|y zJ)H>GnE|qI`oZflS*0KF#Kji2N7B%)A7s8gL@KkH`!V~*I|*=9YL@WFJC2avknDo! z%&aP~{8ocyQzvR@SAt074{ba{q>nO@K9ZD3-iN6LZ|(+n!`j@x$WZ@d5~$VYE&->_ z{qNB})8_sihU42w;1HX;1cEmAe-%K)+T0o5;Jz8!ZIu_wH_L}&3?MgmMM-Sa+(E3( zT}ddkx{olC#(Z$hF15KIOP|E%Ex6Xy^6G% z!&;iq1GMiPjFChkdk_`ow`%C4s?pdh%$u2eH&Zu4Y4Szk8Mrz7V1<65_X1&}dRh+{ z-co#PuqOEni!UOjTg33%LRHqB^m}G%nLA`#nGKJu1WWO+nOMsa&*i>eR zu5aUl*D4yOe;w)-;JuNiGU~lS&Pd7fkeu?BdL(p^$~t&yBT)TXgKDFt{^yp+I`h5J zEGobs4VKQoc*}5_3PG*=Ptc?o%A`FEo5oJH_~2ma2Xc*6|>MU)3VU9V4;W6 z*rtKfV%m@3QM~#SJ&xo-oMVHPs6Lc{$1W!xqkCv3rf_iF;A|3No$gW4Vx4RFNcQvJ z%ok)oqdpi`%T28tn|kbe+}Wq((;W7a*7PJUpIp0X`Y!AmZhfs7KTqRNb`)s;;K4f= zj=qA_dvFQP!6$~7BzR!-6XwA0KGR2V$GadNM=9|i_jSFj#ol*%2!uF$-zeJn_CA`0 z*!!0Gw?2G{m|^Ul?*ueHMs(aAq8=in`&f~Am{M6JS>@aAdewu!)FkY<%_deml|~N7 zK?du=J7c0~v#jiE>TEYq-j_;Yr>(X~ZNtgB+#l(&c~li99dv^OFITVxF<&_&lwJ7} zP9ac+1vI`sSCeYHdW{5ly!}h!Pq$^~6J@M+OcP;(#tr|On ztfM_eD^zEp{SyUSrHI+waVq+XRmj*z;Q{n1aXT&1y=M`4 zquxD9rY3weQuxs=9Cx8H=GLe=>Iwg4QVgfl)M!PquVwu|lJA0t{T4 z{i(v23YY4$2!*m-2G3Ra`Bq7Cbh=a{BCHOT%W$1=RS%&9gtFp$l*?EooR4}hk*HU@ zgk3Y`lk_lUsHm3l0I|(MS}o(PDG=Xc&06L{&LC?ydeYwC5$vPhXOhfYoPj0YsanRT#Ki5(L8@|0qVB?; zG*GEl`Uv~SjM~$OR$f6*Cd&@pH~U*o6tBWuQG{}@G1?!ylQVH56Q0+@+y{;XC=hmYf#D)EcdZM z3`qIw5>(5OE)=>dbexK;xplhD(sAqcYCTHpi&gnz4^y$3go>dBl*8O=f{-b^DD4gQ z$`?r|Z8P+H5AbB$87KR~Zj<#XLYGQ&KVrT@MNfLp2p;s5t&Q6A8lLH^lFZbzQZkVC&7^d)2W>){lz8^Sr1U*W)=ra> z-#?qGRD?XPrfO@1^mVR-F2f>ix|v%E6K08+D1l!TtZ9dx8^`cnW&-2DtQP%;j!wA>E@*}KZbGXW%P z7tf+kLc0*3mWFmQ;@@bH;?t)h6EDSFyGvcW!ti3JYBJEJs=5ZR|zs#gpfN==6=jx@o55l)cYF=f4t)drRfcq zKLwKi${^Y3216_KAaOsm@eGZ=%ryF^q%`urNG*6jH@F+te*Qy-`ahCDt@d*XIPK^E zj`o@M^Z#Wyew_pkv7bvIXg~j@03z0Y&hQ4e%FqU@95%jLemlkhaz9s;#Lmne#M;l5 zfI_P`5GK-C3(niE_Ve@Uli1J2C+mK0MTO8cRMsXj%`+F^3%w0rC%G1?d5>0 zzOdLnX;-z{tW=w>@5dXLwU2Ee9S_Fp{60eMBAy&ab+u}FWJHNX0CYLZPu#LAp5!SZ zB0p0uG?0NyBgzK)!7+8WR;@SlWp|HTUcB+}cCJ_`>#xh(C%XGez*V!*Y&FzN%iGIm z-RagG`a5oKpIBNNZn$}WOTi^G&HSEHqr@zFd>$G4h3PU)L_&GA zS`fwY_A!_Y>MT@5A}BgNR=$?sRVrh0kPIXA34=6TRAH!AKpX0979?L)FYMJ{!J;S9 zssiU!=D>($q?a}qZ$4o)M2lO?11YF|S(yn;IakE`#R2@OL}%rH8)iwbZO>+W{zlO?yg zOJt8@`L8WD=gSyuWwS7i)im2IF5bAJeHM6gKChRlo=CodgmriEMeP$%w4hnomoJv) zie>xmm1_8_88_flbU3A?h zo}DsNt`>IZ-T6YPoG;AI)?Fb&Uf4d7x+I!6-107#YcFaa;a2u6VmEHDV0nTC3|>T` zhZ0stGv5>y^aSUe2x!1tO^8+WfmE%=;ysXffv1(iJmA7(^tMZXIf~ZMtayGjJ><`0 z-ZixCZK8h`Z^Az>rhmS23;y{M{qyHf!$0q(f9^qDCGRf!=L&lHarmdzUP(PQ7iwZW z?rW>)XRGLAt7yMfwB0J&ZEY3Lxo2@q3|Kryj8>fBq5gap2Rmm|80$_tr;&Z)OoAl5JfJb>US?2-auG68+0-Su~U zkPrb|p92}XnC|f9(3gY zKTyt{;>`kVf@GZnxk5TCA1DrS3|I-MuL5lAp9V_8cBNnhgS8W|c*s@&7ZnP?x~5nG zRJ#M~K!rqwBw*E)tpKvdTA>sXTEM#uz~KcCDvHcN4bImj2j>f7gOdpsob2I_L4KZo z?x4~W9E5DBA&W0SL7jshA$WxeOK9K(&kYv_msH%qJJ54VQ-JkUemban;{wey1KV@J NTsg%L6idKu=K!8+7mWY_ literal 395766 zcmeEv378y5b+Bz6md5wN`j9QRPmS!=uC+d}g=J7A*+{ZwV+nhS5u4tf*3OJ(XV%j* zTCHusK)CFIaIC?AgMowq;R=vIfFwWyIe>77KP35q03VPLl91m{xPt%p>aL#Z?yByY zJ!J8HfVQWOSMRE-ch!9>9=!IbqmRP>bWRGV%a!_}A-`0rH%dV`*I89+OthzhdTZ{r zbL(F)_uRQ+XLZw`2^;O^L@?Jm3R+B*E45NHsL$=2>zs(qTa{Wk#QGl_1{1AHqb|Ca zSCm(lkKH#{EU)gYXjNLZK>4ZT?Wpf>G^c#*;7-0t?c-zoU5R z)ypcS5LbBYM9mLF_z3@AQTM0lzgCsn)AEmTf8szh*pF@6onu@6B>ps4KB>H>e0=$w z^0M-|o!!IbW@R{pCHa%Va61f|!_za3S}kn(!_8p25e`>MtwXi3W>5?KFc{vkZSSGl zFhI?JkSG~yhOnr$yN+p(mye?~l1M(8f9O1ECye237nt;lTW@{ldWz41xL+CW0PxEx z;JeFf5k2Me04L@1ffN_Qe=mmru7m%shxL{(BkSBio0kUxuoVE<>dtCFzdzaZr^_nA z&%CwSI9MqK9)V6-6bCH6frRa8_OM+KxS!61dqR(43E@~3z6?#zZbG5}tJEjG#(s~q z8j7?+>KqL?BuD{d9MxG-sh5I73L>ab#GkrY3L$I|1Ttm2d(CEhvUTs|5=QDO+IIlSo&;UT?IBP%7hhRuWP0 zIHmZXk}efHx^z|_nyPIIr+w5YtEQU)NW;N^u+k)~bApc2dG36ZZAirp&=43OFmgP_ z2xv$YYOWQ_D>?&4+7EH`#QiMMb*~+|$}{Cd$OCsv+>~cIbgKz;QP7UpSAr^Zpre13 zV07HTxZecEsRRs^_$lD4W~~A$NqKot0$ViMh_nMBc`vt|c1duL0W6Btp9!U}(;DmX}*oHPYoT zBt57y4dV6iN($#(=SfCs2SABZoGY*FtlHnM)#%RuN|aZ>d@jl<*$JM5OsJ@niAKGp z9_8EVo+pl>Q<>*_ydB^&}0&qpCf=6Na)zoM!w(@`@DieX$ot-Pa;+7qI zutmL80M4n0`-7&32Z_e?tXJH-ef^NPCkQ-xE>^e-`OdjgR4#?%ztg_t1YwMguep~iDjh8*&40FG>jaKC_qX#p-%VZeuh zi4Zrsz?1pm8td= z*Kll*@k+f8V+?xhg1bP?(x&8}URb$1@Zk55s7P;Jy-^R=c>q+sfuFIPR|(lTP3Ti; z1|_*(+J1e39AeR)u^f)NDob=$5Psk{0QQ&U;OksCxVi~jpUbtz05I{@@C7!p)t!Rm zO@$*V?^Z8|R{RjbK3%1J8vPvnk-)JD+}aCHCHMX)3vKZ7acBZ}0?hP;l$kSgb7e0$ zGL0LnPfzozK-5k1v781@G7dXps66R8T0>ImX&IE7Ajl+c@ zXvJ?qt8sIR?mL~mdAAFb2-4+?<8ePH8R*mCl02`Ptz} z>I3k9oaH*V=h0;GdMrwxzD_gHw^c|Qy%SMLY~wa2W<`Wf0mT0`@?mmTwVXL&kOv{eGjoS=XdUVgYncU$O%o!F_Skmo;jfro;tBj*SWKs ztk8_LUe7FgMd1EVW)+>&p!1)&icXSojBa3aoufCPVXgXN1WfF8s7&cz7e55{+KIjB zHr^gjZhECQ0Un8Ou~^P9o!};mrVJK(&~}AoBblJ89k%a;Z@U|B64#d@}7>?nnABI4W2`|qQGSeFY>#Z zet4j9kle9u^xI)rfoqdA2@axBz}vay_ASh~QGuCCCE33*UIp(hx%~NL{24H41%&I_ z(8C48xGYzhWv&n*9l;u(+sWQaO1;q z5joy87_)+A3tVIChYIW}rXPM+5PWk5!TypP&##ahY&V|Bv3D(S+|MbMyU&?Y?T+q& zHb>~)b9ytHjy}@`y`V#n2ox#~3xQHLnUjuj5EJ!^a~8&$f)7v5m-!wYwU7;K+DSg}0LKXf*$j#wTh5R8TGX0tH~ zBniiSF!s-aLBCiZ1HCr2dF1lT2fa%#MP0|e@(+mN&SA>jI0Dyr$&I8U++s~(?(qcI zZ*{Zi)p_HBI_MLz$-MV(5|}%+8@&Wy#qwK4n}Te^etU=bZ6*DU>pK?bJ?A2;r982O}HQjXrt=Y@aCDa(mdc8+dz`F5-OvCA4h?-#`KmI2%G zImo}|EHlZofOno4oT+tLpRsdV*oG5Ivo#h@`OVf{Z8!*pb1z5dC^(rJ6!D_Z+3qdS z_Ew51NvxGrMkt}Glkl@x%rTc<%GZMbluLPa;!>(1{2V0{$Ji_A{E{J-qlEHl=pS;T zM-nG0o0)-5;ew9zwh(%tNNn{Mgp0(re41m6DZsyp{4H36{cegasD1*5i-s4JzY#?t zq4l2-{KencWlTZ&duk{_`TM;HBj~KR*28lm;Gq0($fyusQ2l5c@HE7r{3v#S=mG`h zX#oc1U&KWgl>fK<%JQ$Oe~)w1XaYt);?v#)pXmlz#b8dIdaA|q+S{lLiSHcrfF8h^ zo$fo}Y8JZ@n#ySqB={YLBQVDZQX+oD;N_cUJSX5{F?L{a?=FN0KNLieXa7#Hw+y!) z<^!8*hb?qmiMS0ogz=kD3)>OX`MN?y9t6hfU=@~8F2(hHEb0pky;idw2;xk-&jttL z4D(4+{@j(6)t_Mx>iCu@Gx({B`rX+B#-We_d{F;xy}obWz0nV^}sY@iXrm_IN1w%(lV+#tVEGtfEfvo2jzAg^fx+MQYqTm z97{+WBC@?+^K>1{M&vuO_*?Spx*Y307S?+qU2mYM+0KbNAM)9wpCu4iIRU{uTR1b= z(-8MYgezL-B5MRfB&c0u3H%K%z>~WmV;79P*hm6-t91V|r` zOrWWb&gY4(C?fCqWIczR_d&)JkDnzMdKo1AHz-Cmjz3;iot)qGkCI`UP5>}&$5}18 z{Ub}1lpJqM7JfX<+4~5CS?L7Ii!M3=_b87{klc&ehR(Hzh3Hf40ol?S| zIv+G)JP)?>VLB_8PctloBi#6##Qo=T;{LDVaIc(4-n;}b3MZk(4yGj9Ke-T1)wd^u zw0wh5%u3%<;=1TK6vt0nOu+Q*r!1N>H!Kx$S6EQrI`{_ojg()95~nLa4vXcs7dWg4 zgPPu}bIkN?#1y)c<;GOcSPqG|$Aa6FX3(spmpjb7g`_?5t$HqLQg6_t!Iz;$`7 zvRnq912|t^3@tHk2oiXN*J4by7!`H5MVT9=I;(x2$-*_1@Eg!nTN|8+{H+nl48edT=Dds!ziKh&@<(N>szT z;v7*w7cK4WcO=4>Xm8>_H%)(%v22WajqQtBnGoaiWdJMP z=2AQWL(Bu<(+rU<%<#V(t_2XIBJBMv5=U5;UAsxO^g#w0-%;bmhTHlVvEnAUe!sxA za>V`UZ9GFH#PBP)#X*q_ZksiF=(!~yvso|}3NBWV^N0Cf+}>~OCR_l69;E#=A&mx^(M~M>S_?|0(7>F|D(JZe+pN8K8oh}0b!!VgGH6u8@^}J zl-V1oK5~WSi&s3>L~*uCSn7IoR>| zQI0FD#Oa6~kKdqRQ+gWCg@zElSGOInx&~TS-wJE5o&*2taPwVtEq;GHem@WXweU7O zJ>o4XzKH6Zvb0W}9p9QuW>OQ$>wgUBa5Lzked-TIug*gYYtT!=L&R!!Op%q=i;E;z zEktsK)xX5WlCgSXA^JZsoTY{6YtS@lkM6UDXq{#uO2D+iMD*n}(4!_IiSXPeqW{FX zSv)2s9FoPEcN+Ooge=RXBLNP@gU5wGC5Myj{4AJ8%bCE$M+2T}J zwy2(hJ*WXi5+L=Ec!D?+W1Sni>ts0Pu5$sGpK=+*D`9)N5c;RxKbH##;e1E`kodaB z1psn_W3ywh+ErwBs}mdrR6mfY{t4w~q%6;~n1G$&IPKv4LkH+O|3s!ErzWoHpqJRZ zbRgqSO+J8TIyD9OJ@M3}k8gmgObYDLf_q)7h=Zpg;9*7l=pimNfdjQ%d*F4Y6=B6l z35jE8soNt|b?YkCD!r?`4lA=g@INKPz62KJb__$m>I+4$&V37d41?7(2kJe-qa0UU zmEj=nXNi*s#p-Nbr%--X!AW%v2OtMGd2l`{LNu=WyS_^}e#aROJR(clC~!y@t}KH} z@FA0?B0os)YUBrV!Jv;O!)nfI`XlI+bj;-EV)U|pz_KlRS&b;@$r<_^0EOil`s*nG z_xB84eLGBVI39mB4XWtzSmH9*@pvVqD$V}S>9@6A+N zW#YDkq6iRbLaJ78z=R7-&X8F(v?>A@x6LtQkWBFOQKWD#Kh{=p@&of?(3Aw>M>Ej1 zgYle144#Rxkmy0cqEd%cDj1>-6e6KnUHGnZ(lshv8 ziR5wHy5eYOaRMiq;WSrfsGf>FSiMgZInKQ;2%%IX-1)$#+azgv0T#W0T7)f8iM5l` zN&Ju- z>`7}ygWym5kVHq!<32CW7(kyAR>}5?*KhV9zYG1Ry(mwJ;}Fwtv_v7DAWv~G9N|bI zO{`7I3uz)gfB`UwkZATXsHN1MRyXVz{gFy`f+iAS}IJ}>MLGFP+ zQ3j0!)v`k@qYGb!mOCb{JZB7%qN>%?+3C#(|ah99#DwXr((5)?<7_FSkt%v z<#ykgl{y%4@Vb1|>1!QaNuRz>Gau!4KbVz9m_GKtd^9@Di_l6gIm{P2(0L+O+x=`- z$vG7y=P&a~&c`FSJeSjCA?FcTo;|Z2fTIVGrN5Se&XQh(JWhQlD@$X=3j1U zNF-loyb~#rB6lwwF#IyKkRV8o_<2^2z-q7m?aC4H?)>UMz|p(OmD4*O z*wOJUPj6B2{jnDdI>ifOG@dgOIlzkvv1=MyvTn3k3k#pvX3>oUZb;XUAiUAxk>(k7aEsuA~oN|31(We@hhl0vX1r z2eSu%A9S+y;6IDBRno>!p?)oe`fNQCZg?gXA2}mUIQ_M668_mN@V5y}ddhlCMctPs zj-QyYPG>2Lx~ZKNWoQae5Y> zObJH90k*Rp=vf;4sE|CV*fQ__=7mCDTj_b z`iTnI`|s?<`0zHS%IgpzLbzRdz~?hAs8V$n;_1%`o~(2hMX8IPzzN<<38CqU+m*5w zh4h*d1~Ii3QLS1A-+Ptm6+C{|1&;q9}7=Db$FRrILHGZSeQ)VWE09c~pHHL|AYeWHuy?#V2m_D`5aT zVQ`2PioK=Xx@G^(!4w4fZ--~@=rbpzO$n_SbsAsK-Wr8cc=ZN-B1gP%3K#nlWNyQw zrc=R`7vLBsm3u6km$QfXTN3x8LiVd9`Z_)6Z@kYL?)dug`;Itd^Z^lP#LUGJ6Z^YF z)O9%#bxj_IBG z$e0p?C3s0kq8^0Uin!cu+Wq!tLPcn{*(bD+EdK~#MRo4R^DlQ9p%?W{qSpey%LezQ z_yXizZdGAjBpB+63-!YS6Amua4??FT2Np*)dgtC}*%rNXk}TEtB3!-m&V3z*v-Hk= zH3i^4d*`%5SIO*Q$d&$58t_qfokV#r+;#tf(=&G+r66%KJp`Yv+;y%+nwh3>?IzX7 zF~`}e5AMQS*moS083J56M}rtWF3_zUSC(*bWJcvByaLH^r?@g)^7Ow_NUik@sS0lV2=Y0;FyLKU1VEa#C4bZgRrl#_l10AhDjMEtWj z42D!RhrgUIq}xbr*o*b$&Tl#Cx942vTjSQL=q#HW(M${2G?jAoVHe<4xx&1@4-v?% z^KK|u#f@hUH4+D4Rd&jb+iI{z;;Ew70@p|c6!gAE;>BWhMpKvJc{!|+C~;D~ z2nR^2kx0O%58i1t67jp#aaTCQfhJ2M9I{5@2^z;xSBW$b8h$M*kI`Ax(b$m;wmI2i zJ9L5r@Fax)bI)ogCRyQ*#PJi873eHVvchr{8}2Wne@OfX$rHJzD$vPw9i(b5E?{U3 z-9pe2zeDl1Xbd$HyeAbQUjk5A8be={0&stgq1CHkdV`hozBH(!R!)h_JXTJK3HTKO ziJLg7LLfG`lK>u(cuS4na`=K7o4Wg!)d29Spcv9{KjB+AWAngAg_P-W(QF8xLAD0l4y8 zGYyes5PFkPPO@IW?ocbB?0_GRsb>ZUILhQ!yEl|cq7GFL(;pmG2H?V^K1KPAS9OA zW7(m|c%l{`#G8-?y{O)XbqI|W+-QM9H7JdRQY&CWZ9f+BOCvh>ZU;#TTY+DKl7j@q zBSjw%yP}U9Au$RHJ&thtLJeH}n-m;|_(9ix+v!NE7GffK9FD*~hw$GSa?}lk~rMRr7biwLc$ z7AeIZP*N5;eXZ&!>C@L~=A(Gzjag}gKA^4nXmps@RFqtDm@o8+Sv+zqtK^&ll5=N1 z$@$C@EFLM2pyB{ZcXcTyhtsMCI)}+>VE5knt7(UF$@J+n28YC9ILDefw0=;@yT=t|BZ7o+kq=nQ2mk7idL&waqPZvNZ+bqeoq-_Mo5fhB;BZYB92`jrk3yhoc zz<9E<=@9;9n3hOAPH90GGtkk#Nfh6n1^n9x_*UU%rNr?Q!^`L_w&7*X42HM zPHjvz)*Gpb(2Iq~d&K@R$080lI{A1xL^OEpeTKfc^)dKQC#b3zOPa*2^O6id&y zpAZCxI$MYTLgf~}#f51|FbGp9Sl{`2!ZnGf0&YyAyd8g*MUBObNo)d?h&7ZgwW@nh zM?D?cm!h0$wI{{NckI1+%mr5w{fpV$chc2lmG3F1>6v`voR;!^Rdy_b&}8f_Iq`We z%TqZK%QD|XP;14BlnO4Kh_qWnCeX9BA5o9q+TN%hYD`!a9n%jqISw->2G?vVd_NK3 z_%+2$^soy-BJ7T3P9CBt)7X7LIZY}^;ufE{pCy<4z7tSP2oMrWA-H>i$pw1CCEwu)X3DG~8g7euHmjnRCM5#(F3G^LXZOCxnDODFeY&Z;x*VWD@v zFP(`jtGf z@V_$&=C$zu({f<#bimqmaadDstD^9KKTrX?v?%?z%4I(VK4KiXPfX!P^J5-a@w z*EtdO={Q6wdriLdmMQN{)Wr4RpCDenB(hY%~rxs(c>a;$bFx(n1BiYpIJ0z z!DE!CU15>JpWKtd!~Kl>B$(KV6e#1qUbtonm%ZLAu0Yx8rzm zW&yuWz_$u|yDxG4#E2?7ixN?lSX1ql$rHK8Q_;zFwHa4ajdD?XTa2fYl3u+QA?{r~ z)%#&M%Xq5yK+_}<>2o}l_P|84#xVp~y(VOc`pL2{u-xe0alcPBpm1>_-qwm z<@!8!l@?9(Z>OIN8;=74P2;?RWQUc#09_|KJj%XpL9xvs>fZ}lbbXc zhhjGQFQ9)$8~c&4x983k%PUxx3)6Ygl$SG3rCX}i#ucFtmXtXS`U8EmI01*Sw~L*o zXYNg$6Ykx}B}UdzcB{ib8jR8P@L#Ch@~(Da8e#@x3I$_WU6`jN{J{ z_GYYt=@9q!Y8Q$`_#Mw1ub?>7_&qMLjd4-j&yr0ZaRQ1-0YYLa1q&H;#*na(AV@_2 zfeWHldBnJx_Y%@u$s^?w7kNb9qVkyBi#a4tu!n`7kdsGc-cjXT{Zo2)(mbP2xh-h5 zn{}vBz0*JFd-Sbyl5|9>txm9t_HYAgmHn1CIviOH)?Q%R)Nr#ajbRJp?XNGqXp zk|7k2QOwy#7wN*w$O1nhs7V%FCRhJ%(UieL8Os$Glq+hYOzz3x;RYCf{Yvaa9FN=v z3R{D)ZR@?_9FN<84yN~-o{rxW9gq6>s)Zhnw2uP`_`4VYm3Tf!?-d8tZ2~Ioy{6ku zK+X4iP3Nk9&>lS3RDngg`7QCera<)SJb$>{tPF>(M$?}RhC%r@ho@&6wOZKnhanfW z5e`>MtwXi3W>5?KFc{vkZSSEP{Wi>=BWN_ku`0A0nx5TMYD|Q!CZ;h!1|aFl%W;TS zItF_GTGJu1IHUJ5=Cvk?lIjc&5P7ZX#3Xl4a$WzZT1)j#&k=OQZyvlY`W1}?@5x(D z-vB5q{fb{t0l2?@#p=sodV|C8t7%Y09flH@c^ro1ttJGCdkd*LAnvPi_-y4Z+$0|n ziagcC-(}hWCKgg9z|&t`5(OHrGY>%?X-XeNDx&45+wKs!VDuv{f-Qky`)CGvdt5n? zzFMLMO$df3nTj{>STC~qwRf2!?=Tgr)3eiohq?Z+@4*cu;H3`&{?bmPIppmL0(@-; zOEM(B!?Xw?lU#6`D;HEx#U9kBXCy?*Q%dYokkU#5cz#v@SArIm02-W*nzd^5#v>0d z-Qd^4U_H5o!@DV!Z~~rfs)WJVRM09nN?^i+6P#kYgLj=O`-zm48#7qJLv|r!c;LO9 zXiVXm4=jPLO1<4^hhE8V`B10M$0yRfbyNPKF%Y12B-01}s7$q|JowOTOwY1G#w+zY zj4|k~3+{qf)@W1mPcN+89eD72nD!P4^_Sk&t~9}hAZnSetHYa)>-d866oba`J&(On zM2r>y7o3Xmup9UjWkAhTP!I8aF8HD;6t3<=wp;<-$oe5~$9^c8(i+6q;-EN*-}HeL zL6am+%`_{mARH#oJ_2PmWDhfOWeb znrZ<>fGqpjvw6_K}IFpMI}V5~`CAEhJ=l#77}_rf5Q=(&7-!Dv@b@m*i- zqUE@0ifQ7tpy)=RztKUNs`nmScI0&>H_et?tMx*oH9-TKwb=$QpC-$##iXjpropK8 z>WSu(pxA1y1$$Ph7n&-!ma=+EX?IRtwUg>9&F|IqWD+|jc72xz!)H5z!8~0!Hy934 za~joUpPo{ha)Ff?wV7_mnk7{V?2)IGnsu)fjJGFYua*z(&XnPmUD&Q`a7HYcp6XL7 zmAo)38L*VZ^9UK@tvBdfxE}%+q3J!8Vh<=uphuok+F$Sw253z7-~m{nnCYEEq0t+& z(g@=mUYCzXhxrRb@{O3oe4$Uwr<6XJRdO&Q;eGie=g;z-Idh&kg)Yf-V;c_#*{-B! zvb=sq^$?-^LV&Q)uO|IGE8Wiqy8m}Rx;OG)#oaIBiYIGoUgzflbMri_RPCoe$u6SB!5DaDjvZ>JNH#|^mVLO3w9Qra;ni7Sd_^7@d;5~kyRyLlb^^aueAY)2$4`vU zqO&ORSt&2+d?tA+*9a{-eY`U6W~B7C7@;L)yE=^!_pb88_hC582(9lz)1>{czY$uU zGh$TmoFQ!M+i9Ri!?q-X^Mq}YC^C3R=W(2#)p?-wBC$kw!e^_9ZVipZkzAf;v|sMYZQ@wx&9*Mnwdf^_BWA==@fUuy@&aDA4bhN26X^PmO~JFVS? zNre}|KaF0xRF3N$NyxWI$bVW6`rxY@*HQXtj$DU?{M}B|GY2lt2@YK35+iFU_vphv zPn|i*5C4VAopa2EX^1DCDHME%=Gla6l3lp$+Dv&n{v?REeRhRs6QD#~OW9IObzHcF z{O7vhDx!a}e!(nVO;-7Sz-f9W-#DkGd}mClXF`*)x8%f!U6!YEBF1#QfuPok6Dbv3 zI1y=gEtxyJB2<<}`{>sR@~v2!(#eITk-C(nlY23n$G>|4KOQ#EUaUR?gv9mP3$~wPKKBafZ#?Fu-vBBmB4i{0 z4-AKNhjq0E+>XY`wJ2P-d2h3AtVeK~VRr6mG5#in@cbM&!_p7u#^Fpk8b7mthyeTf zv+|Fg{@}%k3z}42g*X}}II_}J6rC>m0Vg<{5flY#4%@T}>* z;wrp625UFfo%tDl@2WdPf(?4{;Dt-n!j%!1naz6_eS6*F_%m(K=iEz*Q4Om^ug)75 zI;tTSeO+M=SVx(Kh4dh%;X;7}hnR-*pi`2!mLnNs8rG1uxndfgk_E;mJHx1prm6S| zy2~ZgRL@4Zdgm^`6Na;Nmyf0_uFvlBqOI(k{O8Y1gFWg$ml*Gb|Gb6MGygdyAaMh) zfX`O`bJqtC*beX7O>XEfWsvcGCvkVi4SjJdGlK2k6xdb{Q%m@50Y>B{yaLH@uXE+M z>Vw#WR#K6KO|@)|-f<+FqF>Pz^k7hZiek*@q*QKrw+q?%y^>KLQx@L={WF?4j|4eb z1UdXg4*Fn?^-oaxXg(!}AcrqIP0xHwI44|wkV}lLp(y{u-}ler}Q^o7&|})NGncxjN(myee0x0)^THaw`>27wN*w$O6A% zF#(gSeHKlbj8n#Pg$3n`S{RahGI;n+if;#rort-an=n8j3(J(=E6&{fAy~V~-24&z zo@j2?$5(A;Xk)=L=e(pWKqcx<>%HQj`jmi5D|7xC6HxPA=KM_60=9R15y}@rVaUml zTe!>O{pOXlrYaAb;D1U9`g>T9U2F+At73)ouZdm@T+Vjy_TE=G|AAPX(I_2L;asAm z`h6TAslquzZK!Y#pCw@)bA|$)3Pvboh4V;dvbPF8iTv=6xE~;`lQWwF>v3l%GLbno z@mT1Tbgbe0hGzU_mTl2QZbU&(YJOh^P*|GCizxv2*F;|ZA7CCs^4P^`P(_X35|??5 z-=yX@g2XM~R6vL=_REaT;f9WHy>h;z!7pkZxu%vHdZxZ&$ zD|kcV4J`v6isZ5_=5a{jZ@pG{>_}2bZwG|hX-{1G!dL$$>XP7n4})B-{yn-0C?L^; z`An^*Uk{3PwC;T?iZj!3wBnS~|DL3k+ zN(*WW`!x>=3~Nnsn4yAYrSj3I9adN*f)R^H@~bT-#ZVTwlrk2$%2>68J*Y>(#O9rp zs_ATNPH80p46_1=b|wj+!DXREMvtys$=`G4TQHc4N|lKg$u=YN zq`?Lc%3s4nG_zwZA_AMG!?CV&?Ig?HiIU--Sf$!hX5^zHO;%EOJXCibwb@- z1Z^V+t>w4J7+8i%)?!+*GANT-0|OkcODUbb(KM`vQEjpG7f?5@!%}z{t;Pr_CS~nND4QsZWk$JdYY(h>OQ2rNFj=U?7{5pytbjD3a z-(YgRFCgS8$HtQDr2zmS_l5!-ORA|SDEZXQ#JG{<-9%hB5NX(B7a;jT-gVxRa~pY> zZX=qTcsbr-xIvWuAt!vF(}c`1jI)5nAGa^#o~7EA)+Fpj9H_)L64p<+z)HMPY=gyI z*gv7broK;bN4{Gesa#{aztOeIV!8dD2htm}twY!l3h^tE6!}_Kikt)#`4XW>vVZV? zu=POGzoo=`K(SzUUd9)g<)o44oDn@`L@B$-02}DspC40#Ega8eUAU6G^KV&s2VK8E z%*Q)BGad`Y<}R%iQR?@6=z-2nHqa6ZMU5aPcqIjvuW_`lbITuQk{$(}liW)fHIpE{ z1Wg%E(xw%W{Zwk!o)66^kOplA3Y?Rb0s}ySGxJfPp8xXUa`lMH$%0Hj(3$UPrLqHh2;en6EIkKoEJ~1$o0NY*I)_n z`)ty41;hh3MS2h#WFD|VPpN^Q>y4k&&#|@I@d$4WTt8X#THr?-_HGv_>MDM7ek#t0 zLQvoNSxLK4MIpoLwa)_`{->1p%LG1*NeJeU`gPDL$>zxsjv@6IlD0}^oR#zp)CH;f z86ahUN=Ub6f%K_)Anom&KX+z<{|*Ab)tf(+#PJi~{GqehzxgwhJeBL4KXm$drP$3* z>1{DXL&|#f0))7CMT{PT;Vd&W9)zYzveMrS4gJj@Rp%JeHeQnkYBX&_A~;Xl2FW6U zH-A2W)3cgIlwKr*-~{+=RkLWbc=JaDs0Q^`vjHjY`L8}tt@Y|aBd zzk;3Uvq4{ne;R{l3;~}-Em5KK-$qW;*Z`9a+_;QX!;m}^0@u25ST63e<1Bji)5{+5 zgB=U0;(tnQ^j|s1gm0z%J0+7AP~}iq=csdS59@ewW8qaeCxllavlux@tF|YE~KF>@+=-ah%gq#y4ieBFIdJo{|T5yDUrP z!2+Ok7eQ&_(T|&{DE3`=5NT%O!A1XaP|XFU5k|!r)-u7W&Zy$0AhrdHza=H_cAAzk zD9&ZcpuK$NhpnQQLrO$E;DQL1rSavUml5P!u{5QV3riz)DN85!V%E+d5)Etx3q5Bh zkE*M9gypLS6>tA?5ad+FzZ?WV9yTurecXkiA_9#sRD6W+lwA?4$R!~05?zzIH2 ziJ%<;7w5}C$E6vGq5|FruKf-tnoHNNa6vBc1%T~z9WHC(UlU5?2j+~wnypE# zq}W-)Z}Bi9FX0tPetWtrzg2I<9<+9#By6h7dvx?jlm&?&=|_|WJtgRV^_1s?_PNlV zUp5)(@kNAZL4TubJCzfT1V4xxz9OoXX_W5ZhjtD!;TtMytO7H`l0A-?18B;S0 z-pJw_^q4nix4rRIAs!IUg`8c0B)UH6f-ZwDeji;>Rw4hS)AUTpaZXDi&k)1FP?e#l z#Ojw_mZdTwZf{>8D79ijihUO*#0lzTg5+MzJaxbx7P>1ZkIHQ2%3gjunLsxQFUX5R zM|%#JpNJr!PwRi_LUt)drf8Xb!=Xf9?)<(ebXLxFJ_-7#ZLK!X1TitQX)5LFQWxM= zxxyEP))C09>*GL|bWC|A@6mE4oT!*5geW@v8407WdU zQ~FeKX6OLcZZbnx@Oz>eS|4Avo1sAhUligGRsdAuofo}V98{rzN_$ag#st)SzbJGL zTE$tOMx$8-S1)-`X!GtyJ>ZsahgXH}hc(&RdAKgMqDOrutVw;YBc@VgNX1H6Z7W6huz_+c;%FM%AY(Qm`72!5j(j#Z)6(Ddx4Qez@) zH8GU{0?$cLp5!N5X$a{3qe5>GYcpD?V;&Wf7^yyl14JGbIw1lyeN!m%RqD2PIKzOR z1|tm8q<@0OE7Wo?-xV_aS}aR*xhyftl(qaI!T!@^u+6EEAB9e^iA)|N-<0Vby_teH zfd7)?e=c$S!~{J$i;|$X90i8YLjRBxeIt1y*YrF(xvqOujm1R^{TF{k&=J2g@wVs{ zFcQ2c4=DW{ps-BO`=1nm`|A~`z6+)|*!v$%gDPt8m$=Mh?r|LUVo>EHY%uZ zfE2fqRzT*;!2n(r04h&W;iBP4!kW5996KaPWKpeiM;G(@dETdRvADJ*h;{qn1?-gw0|U7WH&01R~Ie_~1hhM-H@m5ZG? zxN1TR<^ky3Gy4Btm--m=Zmt|C`<0q^YqN2nF&)$oG$5}X_QNeT*lb(gvxdB1Z%p~K zKGihvSV!Te21IasQ*hsHV|qK@WDVOpY`R>XKmt5mddJ%>i08&{ZF+|ZWF^pP zK%h6}BT)Rs-dKZ;9jkEfk|!Gl|M%_*;O5tunu2>CJ2~plM3Pfv^!n%B04Mx*2u3*6 zH*l;8gMv7BVoFHhfo-iVuaJ1F#Os50&EaSE&cXsA>H5*Ebj7;%61{1Tm(dkRi{dNH zq6&3F@VOi1F*s7Y1dM2$Du6)4+nssKSYnYDkKXP@>DwFpS{U$00`n9|q=To{V=Oww z@O;6AM%-P-q~LrY(`SkJWl0$M5jSZXh?PL7C)P_)-_J>&?@;n+ZvB%YqQO;s*LNw& zk2-LfNbX2O&*}3-ug?7o z>(5p((N)#<7>1kjdC#3Ime1ceSH2MbYw$>;b5O3S`YK#r?^1@|3d31C2j2`$lZ-R{ zbq;pUisiC7gU|3yX~0H(h7!eje1^n@3DrA4hSRegAxbgg)w%~hTe%INx}y%KGQS1R zr2WbjC2UVmH=3=G+*MG(_;19Icn~~96XkaOKq#($xyO;x__qvpu3i%LBgrCKT;fLv z@L53s<&r*m8>uJ>&bc7MJ3cd#mCo)evjNgSMe5H`O6Oy+@H9B%Wt6!;+3E; ze+>PNcMOH<%LRl`yoLTD0XXJD*NX$29V_8IPG(P(4}L(QfLa|2l;!=a#RTk7z-b2; zFFF9YNfM_c;db{B{6BaMCNjc*%FCd;*m(5radCH-0R~OcfW!E`D;kg-H&{}-KEApo zqDIANz!$OT3xG-lXz9J;pt@E-r9}g7HUTx?(SYaU2FJbb#jQ{`W@`fyb+q<9bd1 zC{@dpGX!|5H9{cc0Z%iq3)Q|#_WWwmh{7l%0;9hSbd)a=^cN+AZjK3jK6FYtHgY^; zz}!8gtpc))OeFRY3323yfsXtj;eAsUcwg@fudaGjg~iu~XLut8dlKOHae&zJ4FAU| zi|g+hzS@B44TtqVN`oqTSeLlWb66(N2FGn2I z^A01K{`(Aa`*Zq&>v)3k?+T2|L)z#F96)j*n1%ioNc1K6?{kIz6-@DgGW2i4D)g_w zpJBkzKk)LQpBEi~>q0|Ro+-#|$lDVH1u(JT*E} z<~T_U{7Gqg%vGAIk75scaWb)V=QsCQyM%c(sG=`4*KmQjhUIGAUBin57>Vv>7ulXy zQD;M`5{_=n@-?FS+}nb%T?3N|$cs{FvF_FVmb8)3xS+>SRP&ka1ttI&TT)*Y>hFyX+tlZ2xWu@-N1fm4+N%;A1L#nq8mi)P)UL1${{C%pIt@x|a# zg}Xw*w2>-a{P$-i1D11sHz7l^GGg)f@1ztv5^GWO_HGA%59E;eB?#BFi?#TxtW?5K z$iHxZWg~;xNN2MoQ^kS}zD=n7IV4(-FWUyJ> zhjMH?&td`w3qQ$oBTKGWi>|>EVl6hSre>Z_AB;hALbEXm{^D@Vulu!GNP;TX$EJhk z)aH@PFCX+Sy%fEW+<_pYG0tIEOXCQ9b4+d|cd9ckw!OS@yC_<=PZPa5Z(LAkLn1c2 z;x|t1MlZpa`V4VFwqd_X1NKV#8^GyQ%c**9Rh2Dfq2r?9J!b&OzlomRYj=A(wz5x8EgnuF# z{_vQij`CHLKWfDN@Db)8qw`CeFGnHd)6hTUM0X`lR5sI_PT_)%^tR}%kV09#7~$$& zz|pH=I7?^6D+&JMPb2+xR&>@|t6Eb4(gSJ0M|~O+<#~J>#Ki&uNWYKMvj8MYL1JV- z89rONH8yUiS&#wAD-qiZKJQAi+c4sYZ#8f-o#jU7PKKUR2>z78$M@BE;^X45RPo~8 zGYHZ@CXlY!BuabB5Gynlw91VVA=jHT&Hs1B1Hzbdr#tcO_)?bJ&C0%_YK84Q8XK2}3E} zP(v_tR_ZNcyR5gTAh!;4sPH7j5-~$hSRrB8T3;aHSz3+8kaUg~YHUKDD7>4^pUB3i zaLJR$CE}wY*;nkT9}o>PLJ`}7&uKhp%>;0R6U2g;j$mkV$Qw~c!xXNYA?f@IlC+K% zQ*`Wr2A zsYL9I=(Mw;8{5R60^}DN-^a3HINOWAC13t5$09Md>oK}W&8V{s_>E6V{w=3F_7bXZ zt@Igx=@;h!;|-$Lh)+d}Tx5+Z2y(M)EP+4M1$bi7Vcf6^5cMSJoD}w<+#D%R;}0g- zl-<_Y1W1YhqUg~|u71`e%=rX4hYQ`%D+|s@ed{zT8HbEAceP?MRdlU9RnS+RVYVHsSx7=M$v|LvT(e?uJZm6OPumjFiL47Aw6ltg=< z3(-`4i(ch-6N*{sI7(a>9f#uhI*SRIzJ0AlQ)aiPLhcF+>RW2mNbbqt;kQeECQs}{ z@(sAv1P&^~8m9M(%QyHJSi30;;>Y;CD+_`+0($W@pNmIfNHcTAzA9IYb0H)=x5u`F zgcg$Bk6LGYQ{pCGbRPT?@JRC;IJ??_I%!505H`tMn{~IvdwMMi&zyA zT-Vu()Z)5F9?v7T_5e!YVzn-ASvNYyg|VGy{}Qtk+_b=m3*~viSX*GmTD(ayt8Bmx z^t4!)X0BEIjrX~7TlM+agBs2yVbg7{-=yKiCW{$bpYs`8aD*I|GwdE?J+s89@ztah z1Neh3sOMKyhJAbl>ebNSXs|U9LyyP&yon0=D3AmDeZYL8Jg(VBWB=P56NK9_iOt3MrAlB!uh&sk%!at=8 z*`;_07v;-crx)|B^JM6srh#mp<6=tErm2*xi(PU{g8~=fZ2T4rH8_>NjBRCM#75zb_6el^%?h z6bC~#tzucmxSk!~ns0DPO(d_+06Odx61P^Mi7FJmIu9+Zi7E*X#D*g4NjOy}lPj#g z7#G_+d(7)#I7@rXYoTdUyg{GsG3zvYOai72?1_@cLpvy-`k6#^2q>2$WqIGS zn1CJPIPKsFLolN^ehZHEQ9oyR7DU$=-}o%Il;*j^hxUBhJa1qJni}}Rq(ho9C%hX!XZzkGE1A> zRpo=HksqW}GxCGEOxU4hSk0L?E$EbV-sI>-=jOC!TXb$3QP7hzVGjWmmWSyFQvmMo zVY*s^=?&-P*Q7xeJts?C<~b*mGGPc3KO|ETA*Z$L;j`5tc?Z_@XhQ^E;3d2gIa6ts zyNW@Hl2s&pPaK_hxs9k7NQ#ar1@|x5itLZni$RMLVti5%LpeHs$qG&6c}|i@5jLg* zZ@SrlhY&-pI+uJkR6N^?=ViW^aW`M1IRuXf?!iL9rC@)hP7^nvrKxxr&kVtV*qlMQ z4yrptIuJa%jm!d%lTAQKDAxKq=-1kTp#Rr;voPd~d0QGxma;g>h+lDK#Ojx^2R+1_ zSYh-=umtZ#OiT3EgP;VdQVmSL;^blhu>4>`UJkqQaRA@W%KmsKGqHbXGn5SkLdBO2w5pVr za}+7x|DJV$Cuj>aT+;QDTBC0S9;LAkLZs<)U?k`rz6rAl=Cn#V-NXx^anU4+h292( zP%@PfkrLQGi1sJ*cv2ydzc--h(_BU6Suz+sB5o1+mC1`6`5R(O`;jtguGbR^QsOk0 zU21#pLxaL5AV1up+2(K-Fwf(_c}9DQftNHt=x7VZiZW3m18op`JqPm$7AW+BX?ju6 z&s2j5fXnxq9nW)t1Q(H^%O1-!F^SdHZcR>BIRp9wt7xGm%kjN5ZUd!%NUgTsX+joC zg0nCdHS(oet!qsJzj2@v+elb9xxh-yeoTlk0pQ6LGpQB3cIMWeg8k|8>gEsDM1_WsPnRdc_Fm#XG~6AH(J4_!XC6awStLq9p3z^ zfr4zo8}%WSdxo;`kh%*o<+Vx(cYl)itHzQJdeGuftTS5PllJON6$%xz=@NMHS5H2yKAWQW@ z9xOOQPFHd=k{!WbCSg#{Pv3Q6arH=l4)FK4?X@5k1s5%d0)$$SdP|afGOf(5Slktn ztH@^8U~LGed=?ma}O=qaLC z=j99Suojr;%4$89p@yzsx@Pt7(le`nALxj`CAtR1!i~OcvtPCdooxNG7g@GNzpSJ} z^+JTJcR`Lf!Ely-*&QhW_t!7mIWrOmAi2Tdt-T=))~L5uVmObtmN<{00AhgCv#3T& zFybRT5k6ZvY%ki*3n0e(Yq=YwW7k-6_8|sEx+1_OVBF%Ol6->6w#4M+in)QNSm-AB z&KIfuov8@0dPj@jsE1lCIkUgg1Q#gQ&%-kyl*_BY@v#Z##*uAmU;6kev8VgZCRi0p zaCWVSV8=n!iCH|J^{=J;& zej7!%X81i$;aW~-?VFtb51poGW?-BX%)m%=Bcz|Xi4kQ}6$ ztgZlA{c}RW_|u(Y+Ms-vd>m$`4MiC|Vle?bL_ciNl$kcDigAVIrDOulPu96Nwb~iC z$f4CBTF%S^?Le$>B#;Kv<-z_?Ian#R{Tfl!JUjv3Mqj6z>(*`F%ZuJdN}tM#WK3nq z50d7O!Ak7nNs)leugIu^`QJaGnAp{|8>Xu01BTjO;vorV6uG0vSU-$m%J`c^+6jaC zkhU87r)j%8GINUsDxfIXoxK?UJNG@L@*?;=C^t$}t#v__s#B1;)(|{d=@g1m7dgfW zR$5HJbjmV|rc9?$nQ(;#b&7+bfFDKqaXN8267tWl0kGYQ+nnAjF1Y?#uy#|f0u=;XQ%Qk{I9nJ~-YT?8HRI}~q=)-)r*dy?hw?*N6RHSI?! z0Qc9LR{d?5-e5QTVH#9XyP3pg9=jRIazK!{(TpktV(OWJ&sIjW8)ZzoQZyKzw`jr9 z9ZvChmUqc@`QGLhQnDKY_|_?d|TKI2fAMnLJTm_)xvF~AB6kHR^q=! z-z<7rEBp6Do^QQ{ZrV7!L7g%TcLl=_27FI}FSbI=ZIE+7BFx~2#&{Ss57MI1@QymK z0u3>(B;C)EF#2?vGb$l@=Q0l=ouxx9byRR$2lLtaI8N zm^0z)por`Wb)2CBuvv|I#}8I~`ra{#riXyr!d4EaU%Q#`-40+o&X@&hv-Q;nD0lsU)P1h|hq+hQ%uko_!+rVN%F zNmEx?wvk@iZn;2lzi^A}Pu#CQ@M4Vn{Sgqs&R&eX$NYMXq1FOJ{eTj&+pi}b^79_K zs$;!}Vchz_eI_TfVjjU>-nidiy0ExGaf z^K!-gb`6#g_j`53QzhaXi)gzUB!(Ns5a!o350+yv@X(O0R^oGE7UP9;dXRiy7!>-z19LS-`)GfN$jydr{)}i5@XJ zi>*iO)yWgNdc^4D@fwf|D|*Bz7p1pFkC+tf>U9Wl@8Zip2*X)=#NH20lSHJy9x*+> zTvIRxKiPZIV2%38B!=_&$%xwy;>$mW)3f+;N-*M~SqGo3TxCTOU#`fc<|(5d8ty3Q z*msaZ{7nW8-$@hqcsv#?u1$qt^dBWg)8foWKPBwPxTP%pICEIVh{Y<<=@tgaM>4j( z7*?h#H6LDtZQw_!7Nhc+7J(l%u18~wad^=gJ$*19iOcsQldOm8Qu~R09^RW3J*W!} zoPrR+8I%Sgu)fu9*5R>xQFw|F3#(z_db0%AKkCBg{D${$*lF!9^iljL{L^UHG?>11 zmqq8J1b7Xfg(w2uvKi(pw4R<0^vXMlr>^6NZBMMqJ(^(|>lCko{(xo8fUU*PGvl@P zO)9gqou+4oYn&4d*9e7?!14-zB&MF_yXeU-o;hE}I)Otu5ntv)KypcC%!4uYMZ!FZ z8yGhmQa+16b|H5%v!TMBE646xtIoR+e7Rdy^wymrRkQk9flmZx$ez6KQ#)LL;OrGg75BJEa?33N_;i@Kd^ zyN$Ygo3JW6rtjSK9`D-P)sicB0gqo(bi+$rC=%g!+`(T+ai;P6fReAJV2NLR<9?QG zGUo&olLCaqQVQ-~IC^m;EF=gL(QkJ_v?`C7xbQYYdMkOPT;d{+$Xiq%lY23T(lPe1 z&@*T9sQNC2u>6=FWYj`34%t>{+>g(;!e8ev+v@LJXdaPxeB%Dg1l5LWEQT|?u1gcM zt(;M0kzy1{Ml)tq*=1Y(I49EnB@SuIIap*{^#c`ZwpE_-)3dF9<$@|zryz6vg5b$Y zr%;r-$T3dveTxa0PWi4yQ|6wbGT{mf>J$g}3^&Mdqf+8@B-@G`#b8?$woScPT(;G< zmz%S#HsklMY%AjHVcAym<}|u7>NJ`RT4Vgpt1&fhxrn9$doR*iu>x< ziQi-ge75pL4Y9`seVS3TrS8{eTa}63?OJV{n!VEi)9pk{_@i9A$sOsajkY@yE(^U< zi+c+q=>A`UZsjQb(c6N%+Lb0`Oodng({Dj3&L$7TGd|MjO$DuT1Kxb`>sU}4^SQ7% z=TxIU#)9aL-HPj3NB%@f*Bg%oD7!fgC6v%y$w%Uo(R3`xZel;c8#eriv4mG38SW%k zhO3^4J!p!KB&^|LsXK#?_#b0kgNL{O@gf%nQmCABYB>&@eIj~#+ zEMG&htl5Y)Un4hBD|TbWM7`5#dS(sAIpNxiv^El0*({bykt~L#r2?+p2JUnrAh8HB z5k;@hD50R0MTqiQ{OMcqKe7psJFlWFqFHtq&i^>;f~$x|Lpybwt|qIjz0_%XCTlpS zrL1N2ATrj^*jsYqLoUlxIT7E!dXS*jiW4anTsRSFcNLjHx0xUA{>KlyP$a_dxPyO? z;!NZBI0qx+qPU+Wn|#^{C?*96iKP@Qr1OsEEc~s_qR8Ferk_mL(@Dx$)ai@RKhmsy>Cm>;f{G9SK?uAIkKTGOj3&AwRqoKd? zL}oa0>&qQdSD9^v$0pUxNoyy7c0?So^^UkKJ1b)Z`cvY@W2MS$A zAWx<%^Lx=ny6`fxz<|XBOs-C|Xv$!rjO7Xo%9Vo;jvFO7_a{zAd~n!q)P>iNdWXL)7H4$C#nd~LD5*Y-14QZ_o~YA}Yv$-@ zso&o13Rj#cQ^{bP)93yaI>Cl%Q|<7JiQ^}_*yt>_F1G)h zJdvx5jZUuXA608{=|V^CM+rLOcPHK!U2H~z_oUk4uK)^57uzpV0Pe4gt@>V=-rzg? zX&O{f-&2iqdpAPDX+VUVi@4m%x*9rRwQ)g&3Nd5JwJWhgul;gARYqGbXLm}bNrYo4M0 zpO;p9jc*Ez3n;lIUE@mo>XWet^>rE1f38)vxs+BCz#Fmxh$%!8K*KdH;*7gbBm*Xt zC-dMxi6zRgK`+Xb;W*@)6@A;9PN0^KhlG>yMx&;LtOEorYmUB)08eCB>R~JJp%f=g zxbr+-!`|?GHk-nq9Gj}Z;1zrmr!kF{IQ`l_d~zOM%@I{YCjw{yuR=~u*RY-_qy(`0 zdqA%A9`PX8{K-l1YAZQ>?2#GhA{Kc0`YgG8ce?Ngx5P0X#th^`_bnB!z8du zBAfJrMU3px$5+*1=pL{Hs^mQEU{#+x%*hlD$`qP;wyQ=Svo>{om%8f(PGB&DEY1!0 zTVzoqU-qeX-fLW7CAJqPMCgqAEehQ{3QcDiT8unf~Iew6ng;v5--2^>#=DfD6+O;U#A)9^lNx2)}P2qqZ0w~ zAJ0dldVU@3tbrBN@6^0b&kxV@JgcPi|H(>e^uv7BmD2H+1Y?mzrhifJss4@ckAlza z&2(!^Zp!>PYyvzb)hyP+Y~K}&rVN%lNK;o>_L5$jlV$W8&|~xeI69nXMF=DweS7sb zx;Ac~YwBfs8vV2@9V`ZsLpPR?I|=$54>wZPjAHec`Ft8(L;4aWCR3P4a5v>2aDG%? zs{M;x*jqgdqaX5o!rRG*FsA>g7`W&^6du%n4!%Eb1L3~ET$yfNgC&$lyij+Ki1L3$ znb*c&^Kz_(c)K-yxLF(tq^;s_!iqp{g%4kx1;!UR!x%4Rd_CxTkvvi@AzZ!7ZhAWmXX$!*Tgu}4>w4*& z5hJ&A27k;WX`n{^F%rRf{4vBm1XcC^45w$gOq5>4EpQ8bwsOgwvz@=%-t8q2IW5VJ z zx;~yrNg8GFm~#+@$9Q(2MZClS;p9#Oc(kW#^g6>$Q} zipjm0#qcr0wN|juO)hyw7&VjgPplxrZDKL-9qh;K%u^ zf%Sk3#Ut{BsX#9!M9)$Kt71Y@Mg;L#fy#bwof^lmZu8z|+Zf@WqXO3N5fDQEto);=SHJp07c{B51lj5X1V>i#OVQ~fzc|6e785XC@&=2h%=$*9!4($N zB@Wg%exu?CzQpNBj61))!X_k45PGk;82A5xwVNXE{~vzuio7SLJXZZmA771O#oIMT z-t#C&fJ%fy>%HQj`d=o9oB<Zw}O@7JUz&C51LRLxEOf zBNQ_FJ`#@fR)M|95Aso!$PWV@`9Z>ZV=}B}!|hh+lytq|jE9EXr&_i}qo@%DJ&8x3 z1Sl+xqNNmo`)d@fUIEh^?4N!bR8jk<#AP1)Cy7T#kht-a3J9^`odBP$jGs?c;-s5? zJ%mT#J$MDa*_fX7T%ysHxb{};IJU9quVK)qt5IA!8c`QE7M2b}5}kq<=K-NG7elE$8NEL%+v8ISCbsWf zpO(YpS!J~39Y!wkPqQu&<4ffdQ~f@pzdVM!@c6|C+;}L`#Qv3-z<{o?4O}qC*oH-O zMK%~Dlj#kyPY}I`V|cW-184^!jAU{-Hrp9Zi74F~fX+ikfJ7a2$LgL(W}bjZ!(K+U z3I&mkz!cAV1`=qHF$RtyEk;ZyRs!k<)CwC*jZ7EkH5E{<^4Lo8NW!4(UIGnvPe?#YiH1i+EL@^f1~2VbTx64*VA;ld z0f^@ppuf?HXOLDs#P!1w4iKZNrafgY+62wx-2r2+)krd)c zWru;_CW^W z(Aj1K9ic?@;H$zXF}*u0rZJX&XAdx~ov!ST@ajs){wFme!E`T%WSCAH$^p~+vtoJ; zV0t_srYG|sv8)bQQO2L&c?UZ4HlGxr=Vc}9xj@#t^O1FL-V3BLojM{?eVk;V)1Sd5 zbzYa1I_Cj(UXzbHcc|exaMN=tGs44G3jNG>>9Ie)KOR0=bPT;aB{yY}c8Yo9yW|p-e7a?kI^VWv%3z^J6IWP1 zM=xY*FzhH6cAft`VSKr;FNwnXz>6_c_+MQlBVsSR6gc+#L^uo~i;9zV1c*AHnZi2O zdzdP$58P*RQYAbvdIWo3zHH%NxUe{hon#90V&LzeS}1?6kx5e*ErNq?u}F2m5Y&jTI)r##ba6N@(n?U_T+o(7$4L(r}xZI#^Nm6XI? zkgA^nQue2W^x0V;9d(8@Uh+84V6dFznd(yzuHI!3-wVT82FuN+EUv%7a(V`_%DaXL zx`Sz;MkDAXg7ZYsk$^tPAbt?1XBotlUL=_768LNtM7LRF5DQ-_kD+66C{+9~j;1TH zi-(GIa*iTJ;hhX_uD%mb;v{@-VM`&X%mJZEM}q*pU7|iU2l-4m`OzF?hUHCNSv=8H zH`b6x2Mu~b1%h~*K%9|nYG)6swl!%D%SD-n90?IDhLx#G&4)KLNJ(3WF`yfPQws8* zxo{6ZtbZ6g(G=v5!9R^IFoSbjufE#(6C(k05-%s=taHarsOB3gvqA7brKo;A2eL8O z^D7kDnsd`36Zv~i(=%5m&IztgB)O5!@>14$$5NslT8)?~h)sa}`9;bks`;g}-6j_~lV(fILq6?Vx|>_=iUz%Q67&at z&njx?J5A3-4d=8JwT)3xqbFn$0qb>b4)lmU(8b#$R9zGhmX8=j!9M>O4CwLs$MEC)n8*1XLUe;M z&u~7_g5Nrc`Nxh3;sM7W;sl|^1WcDqTQp_%JSq*Yu%Iq+u;=mH6yN$1rz4rZ{OSvvk1$~9z2Y)` z{}R@2%0K=re(%aZCdNVQ{9~Tg22hD)P&=r;CZN*tkN@5T)O_b3UyMf2T}?kc&^TDc zJh82qWju&aOpyGV&AS`*fSWuWl97J|i$f;iRF9VpZo0x`>hYOz3`4J@ieYuN zXi4FeR^aF_10Cgygnw-^{AOG5+0e<>7Cb=ODj@gb-Lk8*Ks`brv3j>`TjKbM@0QV7 zY~L-rEqNl>cgyJHy7p9~2)ItbJaI~x^tNdFHu7sv^29?xfTihsn$Ry^;q}+_T`j=$ z1}pbe8dOm$x5Q;0D>um#N07LQo9Z!QXZ;@2iEyz!N{KLrE>K88jalEkWjqAq_C(90 zH89A1qbmuS1Y$7-zCi>#gwn*FZxpGE-VDpJ+uLx_m?6HHg?@F~UZy{_U`eGm4aY33%T@BHQ-sBJLOn3{r$ z0F3Tf$UsQ~M;?gNC*BS4V>?9FgSX6pwZedp0wrqT^(WC2QWVCRi|gCgQ1j3)jR9mP zI?R+SzyoZrl+C^3Ml57KLdSt86&nbPB=pAhL*6a*8dS}go~~7}x(kCCifWV_C9$T;k8^?A(^Jb{#JxSCu0S6nPif4lWSl+HZH%dh@6!R_(@%HoEc2^DU zFS%$>ZlGrS6-MKI9{L*{n+AOvabRB;qercDD7~@kzIx>%&V0zq7r9~lFvpV7w)s7} zWX-o#kU(=(tDofL|Lrt6^K9XaV8%nV8*!~zwl9`|BDf7=1L8=3FbQNsd3HxorUb_?%$Mf#1hCLNFg}nPI zR1N6CUTU|GBDi_?P_eUZB>N}X7IW^MIrdHaJ+n9aW$wMQ*n@pC_a14xKguc!Y|oG% zq}sdKMeP}O$@7Wk)59UUUcqJacYT*&T;T);+dOdYq|HM$T%8rG4*8Ce&_cqw%>_>4 zn`BBHAA#ILag|zVp+9Maga|UXxQ~I)E}luq5N{R69r%7Q#zE8DD8(L7 zY@&U8Q#L}MekCe0S?t&FQdI8BN+V28oXSU|-Ffcd-6sXABBbo}W%z+kuZNYiczIS@ zU>imIV33d}Q67_rR_n*Q3OnomF7MF8g66oO|t@D4Vr{m~APt z2Rh5ZhN}$nUy(tQkBR?@t=Cj>X7J?>bS^E}6I+T!6!1jjkb0@WqATAcb0>otf0`W~ zfTL}GQ*_RYb^dF0&P#Rdm0H>#M^8V3DKOD@V~PpV5&RGrh5TUUp(4J&V$MbzOnW@JDNBN26QFN}nzNI8u^{Si z63ch8eq*Nf&y%LfqjtmcHx?5xSh!D}htlRMh|o1yLP3P05?(q~3CH}pUz>$69Pl01 zYGdqV(r6ZWc(AO9aCUraz5^yTk-S^7=3O2#h+(V0A$oOQzmQ?X2}tWIqHqjDWBEJ` z7(O3f61ounYlsWRI7hj_Y7^JmyA=Ny!Elywj`u;+B-PO0ILFQ${@&0eWg6UpTWp=QKE(um& zBE}Ia1e5W@PA@B_l~ z{-^ePyZUz3z1=e-GyDS4+^*%+Ij2sYI&~INy*;l{t;FQ;#vF^_=RPrb!+~$ZOrhB% z?+DbefzP2aY#11x63o{_&8IxYmKao;D?a4Q73B|75ALC-31D$?h{oWpQx#Jw4dqEXfku@%}sK_i_h(MD1G2b9eQ~L#ccG8b;B}d3sg_Q?H*vMgf*oawRQf#YO zWkaQS-R3tSOK9G0NWE>}CD!AvOD|5LNkis{1X*ualrVJW&p9E91?w>X+eQr~uSDfK zI1^Kt4%xCc7%@bV`jQf%O}PFCTcqY)tB;XKF?0Wo6qd|c0*++7ILFS+= zU8h+ENyP)7@6YmxH*}EHf-DeIvKn^Xm#BI2!@fLO{t)%xn!JrI4p0rk{e*8-){#|p zM5(jmwX9=|bIdA)vM^+QLaKzXT}Ob`cYNfRG~Nj%C|o zgN&*A&9t<5I%x50*=UhH?kS4>^1Ep<{g0{o%tnjjB|yn|8$Dh?ULrA7KZ(q_>`)ewR5V|PNUAuvQLi!6hnu__kPlRv1E}`y_p@z={euXj zie1jy1DpgmjDf5`9~+nYaD+)6vK9yEoaA{#CZ5PWxjXHx;V;7aL058a{pjAGrV=41 z+=P_eRD_%uhNl${oF@D_f69#H$>sq83%95H!t$@&3LnWVwK$cL$$3P%T9Z>k17*W= zNDeyNYI66CW@#oI3&@87|D_Cu!I2V@1|A7`T0(d-)Jw=$h?I(y1+fHYduqsH*7U#w zE~VQgR~;)fElqeQ^S|`Y_$8m65wm2DfMZ|CHixB{iaz-kyteOCgPek7%h;=Btc?6( z9~L)-{|4}P)j{|RDaf~ij})X0L{gA@G$!{HQdxRmNQc2pfq)%@B?JNnMyM4wn5qOk zEIcoyGr0}`TqOfzr0~%nwEX#fXW~c)U-Dc29o1`*N+N52NQH=wXueYgX87{8^K|sP zu7VN$KGar!Yi#|ATDR5L-0nI3z8)+r5lf!a?{REPp3|BL<#!WY{R=?+Jce`hoc_BW z01wu4n%5Y%F@wdO`fqxH8h5AG2+rb8&Ahu2arix&UPK&ndNGgc-@<1nkLpWzia0lx zhu`i{tvqGj8f(Tr>uO*re2XdyE62Tk*buo8DWs_=3WR9OSEzno)Yx8XIy>pJxm(T8kk zN{u3a^qggxU+!J&ZyIU8nGtEf)(vTfwEM+Dq5`q%_w{4^-sM)`=7TCzrVw-eA;XiC zOyMZ?*~c`&yu$=Sro7&vsgNmrPx!(@GR4D4AXQOmBuJc&h2zUx0FGOAmy7o57LNZ_ zfMzSV`fv2TBOISu9Gt`PWwa-tQbE#gQ2mF3DiV(WLmN;F9gcsYVM#%a6BUl1w#@3< z9j;uU%&sU4H+DR-Km5xPFQhquOkPws4pze&xr_cH**ys%f z*|s!c3@CI=zNI8-p9_}WkPNon$n*I}*oFELh5CaV=PS zU-Cr01xxwlQTby&?8@CmcC>35I=Y`uvMt%stOV~%27>zmg`*v9t_Q$_wWF1P0n=Md zW`}!06*rk_TxKzuu?z$RlC+m`alp(xC*!k|z3h29SR9okCreGl2H}Y?5|WNr#AZ>1 zysLs+Dzy}QdQ>L0U0&nCH@eYvM7Le zHHC6Hk%>!<+%!^9R0B#k%ZjO^R4KYowW`QXfog5_u-U3t@rsO(5eDHJFCmZJC}=hQi<2>j&c;2ZY$o&q>JAh z&j0q2FY*mXh*0vg|7Rv*EY3p~*%2|Q9=NeH4%;ZYN+H>XLzk}U%mT8rCv9L=p;c_Z zC~!L(n5I{3V#@w#00rXl1Aw;+PztqFZ8TB&luAekfwZ~dd*{%HGFA4qBxqQUeqN4# zCewdx!^blI4YlH$|FTXe`z@ zMKdNkp)Q|*E}?~n^8z0@nVDON$h8oWPeW$_`pYY{U4_4)43{4@zO@G!0IJo~0Zuab zDAO%z$v|axM;RFsZ^zOH{0dI72z3S;{;BCR&}kMT%5+y+8c~tUo!MwKkT6h9n}G~J z$SBi7T3S#YkAvB0(f26RBea@NlS}!L5nwKqs8$OvZ*cL?c)XHB@$)&kr;P*M45gf)-_o< z6j7!$Uxp~tIJn&(BgJ!#G|f^;(GO(X41OP%ht zw?>(YJ0)Fa_?@zQfAEfsGUZqGkVfk#+U-r8mViH7JM;7?Z`Kc;&-J1|7{F>CojwoC61ryg~?}e^}_sA@s2_Yvxybff{$s z)CkVvn#nvx5zTzcEx?qBX6E!_UV-C8I;4JrvUmb+4KiPpcrw%4VtZIcGaFmd;(Mpu zFWo!nJ^VBPNzlk+H1U9E-j%Oj%u>Y>l8Z7=Lt+U)Xs@W|1AhjLbAK*6E{^}GW~^eX z!z##Wvk?*-Dc8|pxKWxZRSGEYTBDC!HX@sl_5qH>dmAny@B#_oBvPo98qD#t0nZTT z6RJ8>g)EF$DvVdc_#_)qVu&0`f=>5Ss&s{T!Eka!`k>%0YI>D2uU1;GHNLnrJoyXlSl7w}K(?XD-wwck(3jnOEMK)=}eg$m^6x@h)}0c&Fv(7yY02EcZXN{;3_83$P4-bzM8aq z?QyT^#a^R19rxPRaS`c`MMMXu?5#QR_kEUUa^h;B_IDX-oj8$G!G{xxb~myKA_n93 z@2UeB5j(w;2E&5wk zI*ZO8#aCi(4{sDLXl{?;j7Yn*8`2CtSmpK@1S-tj9$Ciko!jGCKBzKf3NhC;3{Orn zg`?DGAJYVvI7}d9%0&)M#nTMm6TYyJO!0V{kp>xQQ%anU<@S&^F&vA^vKj5wEw@J# zYq#b0I7;6yUU|X^uO<`R3z-}dp?}V~J!Bj;pi;>e+@N|;K^4jE@yj-#7CN`b1;+bT zA5we#I@aVSrKQ=MQhPk9dbMA+nD)d$WcGNATATIdsY_-Ljgj)3X@FQ}k985MN#!i| zRqIRd^M-*Q4y`aOWL}R?C4+5$wEF});hcBL>+$)-@e^N^_$;n3N?%K!$oEBwPac&$ z-ST>Tl%b>h$t1TSy(n1;-j}={tDo!qqI3$HF5Zh$`M&{QmdB%$dO;O`Jkq$#@_5AZ zdJstR<%kOd_Hy*NU@9Ce`Rf9)DkDJ^Ea?Ip$6;SGSRM6rnlgHwp4Gi&H z1mJLs)o$vq(YWc66Qg;Ay|Azs5ma5UWb9xWGZHg)I406)FEOa}iFC6s@yj<+51z=v zN`M|YCWJYuM=K5BooN9i+pq@Ea=DDQj5t#v(ORN&WFMNrh+Q@ zCWa|hn}(?nB;a{3jy8j4I5S(T!}?kcOVdTvS*bTf?UhOPmEC*xu!qcgp*l@( zvW5CYF>L60H*aKZX;=W2uY`xg<*X8e%_<=fUMWoHXG%5-Q)L|_eVG#Zd5DbCrh~Wh zi9%(fRVg$>L1a1%FxE7Z=ol~9BB6JT)bmfCKqoo=L((c1=-%T=d&);%N%NSHsZ?rk z9Q{+7#}2&rBMchYN6iAr}=10tTV2JJG7wL%=dq zm?)O2ApzQtgfvv^b))Bj3-4qlHavp-}nrP`Le!=Yd;X{SC|$o66#@L+2zTc8{ZC zAUQ8I^#(HhAX92=OiK$&Z*o~SS{yI=DGXcm@dEM^NvW|T#$6sMHFm|iCM$;`r3THH zA*Dtf-0tsy;@w1=&MCjl_H3JBfY~mzcpBg&gHNe($cH1$W8>+d&U7~FRI^(UyzK{u z*qK?->E#7{foIiM`iIg|nv$oy+?Uebceyorim)EgwUt{By7wntMEHY|aile#+*J6O ziV4Vce8fSA6~1Xrho%CS@l>$nS+9uy=7H;Q3ujg2b9dKZx^IRP#cBx#1K1LpF#9#O z@fR<3-9QiVUR@myFMn{ zh>W`wQ>T2`XJ5o#A}#|v{VCfTmK@t!)EuD5&Shd2P@ZM3fm$8)7D{o{!`TYhnvB?# zP27Aj1p954aly;Dn<*R$@#^Y@J1zD<>%-pW0Uv<3KkXp)h5X~&z(*F-<{|kG?*kjz3jI zZU4&RI-n|4bfiehY1|0Z{GQAfAkv*M5A zNsZqu4wKA(6WKP(G`+~S!O6v3_x@At^PWDF7pQC-oi3B|ByA@*(nrQi0gRU^aVZHQ zhPPv41;AU+q#93yZnm6M!HinnIKGP!)dnPWNP)8LV;;{9IJ3ttAB6TS>YYb$~Eg{ghKWPcFvbH@v~TE>6U zhk)!_AhswatN1vhV6yR8Tnjj#byr!)nj=g!VglmMH*pq;B&*ofuVfWgp+?GQ*K8GE z^FfwHq)`+bRG8{SW zUye?n{Yw+v>M((jB|9COiX)cq247f6mUvj+D;t6Q(=4S@Po#XA=z26wTHIi* zpyhu8zAP5cb-kd9TRb%`vsgS?h&X{H&7FLEFtgqJ@tL1VJwn8=fpaSRW?9_VxvoV4&o4-aROk|F)s0&p`t{J=9{6ivXf%xqf- z8VD4fpy$cSpb#_*^=Uli;wsJa=e8O$#$f}3NoQs&;S8w6!yrWB-QB$Ia?qTc4TCM( z1z{}MA15pxjwiz@L^WZm29I_!QvP<@y;c5QauVWj0*u*0qnShGEP|^DX!?zVjo)PS z)Zs#<1@{P*S`fY$BECvBrD5bDa^Q+SV~ereQot7jq$|eQudX;#LyZ~d+8w@|rhGf~ z;9>Pv#=RM&*azAm77rwDAetHM0)K*W#J~#XLC_%M2pI!P5ugadE7a#k0tDyO!5Ai& zAofo71ltvYR<%UIJVA)izR5|-I>{uCu7MsPT(4QH&vE`Lw8nD#!DRB|WZ0Ofm&O4a z0fD=^2oRLF$tGU=tHD&gHiNn3P7-`Ol4}-PfQCkx5F=>)maaJac~41nDqdUwgkmm%QmxM2mzM1*eX5P^+t>HX zuo2u9Hd>V?7#RFrXC@VkzwsDJn`Y(PGev<)b)wl6=0Cw;mDH z&1_!@5s^98U{r3*yg0mgEH6TaJ9eg!8<8V`jS*0AEIX9cW{iz3PDxvMez$qV$dPla za~>U%i!BYo#ia@dQH&r2kIc*f36dA!SkghL>C{RfZXi~~SY`mQNG^flBAC0cHp`@G z&-l_F29l%4ckIq6(N_K4- z_Di|f6_c?*e;Ov$9*+*wkG<`-uaD0(9sStDj{Dcikn^h{-y&TI%qq>`>XBH zRCs@JTbVB`N7w{W+u1hUbQV7DoT}suB=9^s@KTICe}~V`h?z-8z_EYCHiyLxR*Q}U zTS3%?j69EG9kQ(f+cj$Q&dj#N!$0LC#_K*F9r0hv0E_q2>SXPR$Tp1^40sPzU?p!+ za_drvobzayiw-DoWRlGieg0t|7B|gg8^GTma1j1N3i7SsBL!&#kreds zftAma(g!wE^m)f%3DM`5N8CH5FJm~&Z)JGwXHQ$w+tV`w{kzU2l1_N!Tlh`YYjJ}= z_wQ8b=!if+Es7tusfUdS?^F2ie6wpW$H?cQw)|5ooU3k6youXA99N=K(hXc9mpmL# zU~NrEIfXkQH9rGV@u!9~NCW8w-jH_RcXCzai>Xh;1L3Mjy-vjGP>meQvlHYor6 zeUaghDn~Zm`XCzuxuy!imRsPJL_;AZ5bsZ3Ymp%iQZ|uzsd92yh|EJir7;)O;YMi& zsq$G$D-4k?r2Ro3=8=l}G3vxa+Fyo$S|2BSQnLL4D*@xH_9R|L!Z{O-pSaQN0rEH% zArJCTy;FZ91F|W0_*XfyBhStrk?n8snqE9Y)0}vOCX!p}tS@BkHy=;5L)hMN1Fzxs2^2 ziVJ=Q`diNpi+&KrR$@H6CxT>9z=FiHU!M_W+q$95IBHcqd;bw(#~qOULQ1> zvV_>`c7`J-S;EojvwvxVYaJ#Kvg9g zs(JA+6y_VKYgU`4h^{=#gxV}k469co)Jn_GhV_~4TQ_eW39h(;YGF!aXdeT?-wDjP znGmGa>lpUPTUD?2{DPr9nrfr*Go3o|fOV&~S~L2P!i8%nJ(-#{2Fo9$0hrxT zhp}In$OrriYM4@2tLAZQYW$a>w(&(T;%|}{VYmK%7M)zJzn@}l4Ulu1y~T12V>SOx zDz2x9KQ*}DNCWQI7zj>9>3@_seqvF2K8sP5{v>Q*xf1qoy^K|Rk~Ux2wBK9pkPD!HYWOcnhQD#*2`3ax0O;;Gg^!s3LUcuNwx;IGHYysvSY#k|kbFAzx5w$DW>voOC!Y-LjGW%b4aK5+!|J`_So)AE37?$d(%t&%X zEXPdF(0*qs^cR8%0dhx*rHNut(h60++NxBf%2lfmZyX86=XkAXvd4>a6Jh7bGKbs@ zleL-L>?li>faDH5re5l15l&E~KJMVwZ1u1&Ta{l;J$Rx5O+?FmJ{HbQ0r&jnM&KL9 z_HB40iO?>njhDlTCZ#JN8uIYb1~O)}up{X?jW!+r#hzG72>MQ$fyb$_>9Js|F&YhW$F7m!N;Vvvg;M1%exnbWr6EU9ngZ8<1N~hM zIZ?v552@v4ptmEfh34{X@R|y3GIU+>G-G_x8{vH!Fhto4-or5zF&ST*lD(x0l)ArO z)0nz=P97&N^kFET&B1MjixUq5WsbUz(4(e}>oA3GHCbqA0fd1PY`Uuya zgqrViO7?F(-HN?QmzB7hFSv>3aO9>-olyl=a%-%CKhp!l8Icx~J4gY_7P(#bQz5MPdP=vuG|5~8u!{)S}L=toWV>%9OF zJWI1W^6X0&l^}BUiwuQE_g)`#o4bq|_8GCAq&4RYpIt`W#CKV8FJah!8xxIAuyE}t zdDQ61L9qN9m%Wjb`k?+Bjdn zXeB;=m41morRrBpJ$(DDGR%;p>ayJ!otSOS7mCk>Q4q$#_Br&kv~?j{bTEwHH===I zHH02oT+3eqizBe{oDA#S8hMe1ffa9K!^QRTL;Kvlvtjk-+k>6lXvzkC-oAUd@W&?V z`n%@d?_qgvPmg5PJRKbM9o2(@xCS8ZlMrzbixeYU*KhLf;P;sI% zHaoX%vNl0>ZrDU|oP%AW>BU962ogH7lAqVDn>_TpH_%-147Enr=Tv%-)|e?@LIcDz zlg9w(554Q6Uo{Myyw2C%%gES&UcFm9%l>Ec_2W(RlJizVD)ZaxE_7vO#V!dKbN( zp`-h$DBIFQpq1c#c?f(6P&hsWKF|Z;bPs_+ex^3rs)UVAY)@~}M@ycIg8BBzb)+7i zoG)($0G6k~m-d1y{uHRO>F^YIZWmEAU;GJs3?!iF)F|LQ<^qAeJgvoNt_JjY47_&7 zIHX}=q8aeo63p$gBiA>VAI8C|UWHQk*PGxS0#>PmbmvK0C_VZujWdBE`mGAlhW`K6 zbVxnV#$_1j5iaOvf8+y2E1L)%(psBk1I&gMdu&gkHtAZ z`aEQEZy=fVbXXs~yIBjT#|te=%P+ManiqlK)n=*MsJ{zS8W`V$}%xoCl8JV`-*c7q_jR9>>LTMdDieXc&pxg%{5!DyiRbG zPH(eF01UMkeqv4DFQp|fnb^O8&b@5-kKpMLP5)laBbaj!^rJ`3XT?9by>zS;)<=Td zYK?HV80-ht?to`5hi$cR3JW@!Slz07u047a|Ol?TefZ-%iUhX z<1iko3-C3;i!iC(RfrR~ppd5tW!o=IhvbAni6$!HQSE<#_htGf9-604{H)9aW0bV(npiV|ABWxAQ{G&i9(gifv_C2@RosZ z3yBgOGnHlu!UGjFVEczynxsJHMp&p%!0?ZcIV$l{se~1rP6fE#Knl^50E%ab??z+P zlA)$l6lcRku~j{^0a9OvU<4%mc45TtygbS#v5 z;eq!qD(MiP!{A4j&f|f60CVXOP)m|4(n=CCz1uc)`(<~d$`lV%kSs-dfKh^nE}@-Q z&fvND+-i`nAUAJLvn2K%iUidrTDnLT4MThzxm8K#Ty!urimywH;-^PY-0Si0z)w$- z-igve2WK@(=^p5^AMEiHKTFDxG=hMHmtk0MY?D=2re|BFNn2fn$?!008wI;=;R2c{ zAV@?c9!7BDOsyWWNl>n$2w4v67>bmzUU;4@9ENIH7_WfDTu{jZRkL`o#b`4dbqNi) zFH#PP(cloTLY6;dgQ!{?Lm4U5&4Hk*hNbBuQj_6ffFRqwXODn{OLjfE%%V-3jylkp3MKJET4D`~?2tOGDo$sX!X}15Ispl{n z$3l;4Fn9O}C+Vvobh@pOPrH~hnZj4$z`G!>5(HI(kQxoL3#jbEDXUsQo zh!G;0GMm4G3{v_ju#78$-T;g%g zIFFhp;yqck@6IDGPVs>ZKh*B`u$mU{PD=|)nEv)`w74;=b`ZmU`Qx-0?n9D&Y>lJ8 zOpBw-fTRDO4M(_+WW9?yDL*k(wik9@6hm34b!xJHDJ@wq2U)+6jjVgJYMM%wVR~kq zdIK3AVyMqhYg+suEiHyYi+|5Xi-Q?d^xg`3oHPqD+faMJvuMJtzboa-%@rWrT6A`N zxv`z)Z|Yu;$I0B1?cU>f>xt9zuh)`b(38d|UNu|MudCFC?I@qv*zo!y>SyTX>0FCb@;{WtQJa zEAC%Oh<9Q*N4M~|p=pxJGibN)_OL6T&Rd+v|F9SIap!T3^K8!J%$psBB0fO?2>)?T zMCR7~Fg`o^k6*c~3M(tUyy0zEy~ZP!bQVvUb?070!AsB z5=~glZ+yvbMuz+UrEqWP8?U*GS^8043t57IYTWJ(bSqEshWuzxy15Z~qu^sKT!Gjt zIJ_{MA#j3RGK%w?#mnHf2AJWJzEo?mrF%^9VZJs zBgSjB3O|RU&#OBATNu*x2MzAee882DtO8=nO8=keZ+&_&IB2DU5K)W#4-LTjyM1q+ zV)j!p`#N+^62XS*!~u0uSB&NTfGsa^f0u>2B58;B7(M`eniHpE*?}Kc_}3>{v{$#F z)@Nbuw(P*$>3ck+mHR`9?7$1ANS)ttKuMQJaoC%h(;8?_@@J_kMZRgC+2_nNQfVOF z=yuhs{n*mbjr4M3xoN$WA-%5hi)e}cQ-*37&QTevplQ-h9Jn&{w645n(|$_5z>RA^ z8p-|9eqK!g2V64Tq_Dvn`rH8&%ahR$eM%?X;0H@mhK!3NXB^^bGbhQo2#a$|5F#}xN|Nz( z)vNug#n+^Ohr#5@7*)&c6>BDuLwPbZa>^q#KrBzj`Zx`xuG{&8mdwxghJ+MeD6A?SllUZWGWNd#K# zVu>Nmk#RqmE*%ajY^f2j^jE0Wj@f1MGDKlETXhu9rH>I7;9y7qWL`;vVe43MH=w~y zg~C%+$`uSHb3Z8F__f)Qh9)uQ<`;3SqOXt_sB?yhj zZ1Sly1g_99Sv-8Gf6x)WmnK5)-+Tmuw15bqbs=QJSJB^U0qH3sMwTPwklsNP5n;Q_ z5pqfKYc3l;^=6Oz%sqvo(@wg_)j&gUo!bx}1H+fG#ec@Pc-H8&GrYhM(P=cdfW|6i z1`wV03?Dd|Nmk&B(gR(L&H!{dIt@<~z6lYe6>CXFr(K(t8>oK3m5dv@8(wI?iF9V0 zIpZuxr%}!$^H4N0+wM(Ei}j$z?rgNk9zn)DXjC+4Ii$t(KRRtXEsiMT%|tdFEm+i6 z6qO4XEhgx-VC&TP_Lrq4E2a29mW{0aj`NC9Zy>`DGCJ*7)6(J`(BkoIw0JPfeK@6Z z98-rwOFp7^H#;wMsY-bu6 zcVvNaeVlCtrZrO67%li>hT4&D8pQ|Gfd703zLS5+p~UeM{Y&^PuKp!+$rJhdm+;BE z%f>`5LQy^`MmlJ-O8zDZqd#b>Jf66iqMh*{bEnGhCXSy-6+VkWl@(%754G_xy@Yop zPvJ`sKCKTudbcHiA1!&ymlDMN^Zfq|hI91y`4pNaiL62U`?RB;{}K6baRd6xUf{;v zfHab`xdAc1B*Z;_jQ|jy|D0;f`{Z}Wyso1UN+px#?_w&y>coy$)v*eK*rXD$^D|M zibgz!l11g!)Pp;zXk=I(c!wkPS`YjfPf0uK(}*u5y#@()jiS)(eLY^6nI)K4-cBPy zSb}#_9hrEMj^5}SusBdQ0!vbFWFFT!>4W=*Bg0>zblZ)=QPvkgl~}fBmC^nn<*zRU zTSW4EJs9N+zRw));D|AOb8Z&NjEl7v${!)SKl1Kgxs{f@)nUoxekC&GD|m(*r5PlW zMnG$gkg;VW)h<&0dcD!8S`*j_qso&QV9H#42P6;8^Ct&^3xFcNb!<+1_^2rlU0Gr`Inor4;eLe=Vz8Lmo+xC|U=P}Zm zw5J5_ew>jv^E4Fj|NQm>D({a#k_jbLbH+^s=JwU{2$g5$NuO{v8eb8%qv3qGw z$K88%dMsj(r0lIZ@d=;hnVh%|sC^wntrI75D)?|B(QY%FAj*k%Dh&aS|51G+j!M-s zS(mV}WW?eko=zj*Gz#DCgTfetk^%bde35Ax^uu1$3kIb*9U1i6ELa7LrtYsX{8^tR znoLSHwLZ%^p-57-w0Xe>v# z^dxBBQu$&3*30Qs-r6sWO8EOXphm*F16a=m#gm+^2=cOe1`wV@=Onw5 z@h-(_u?y~JD4C?mep9^!YGG{N`W3i%0ov%kdIA_nX&f zeuF(6vI3SceDLHBs2yikbE~lOm-H(Y9YVT+5~{@^UW|2a6sY7S3e-&n8(72q;Xy7| zF5!XCKHE+povldjYKafSP`llS!(zMoX~6rl7?Zixh>03V+J|gZDWs)HGBs@YImXE)pHz zmhnW!kOL}}a3b2P8&qFZP(?DHeAx=rqGUX|DB=s#hlD5pfwj4*r1FuR5}tfl^=iLz z@e`g5D&NV<=lkM@@||ehlux1oV);%^k5N#b3mxCJ#5>a)4st`X!m*IqPKJ}gw);I? zicT;1qdk4hv{j>(NiK1~5bNB8qe zwk7WeE5ZAc?IZ*gj@}RBJpdlG_e1$?0AO)*$oGOP?&hGena$0CWji6Dq>lp^3hXid zTSAP2;pyE^`q6Q{&5Q=TQD@z-JjZ*aImted-WIRJqTG%S@$|lA&I*S7*9h=i(Y5*;7=8*@51K(Iq_pzMrV>#UiZ26tV zyqWoO5a~Y1+h#PV6sGetCGNr#L`tMLOK{7XEKLci3FECY>{1PInG8(8N3t7ZO(VMy zjJ;A?&(>?GCfMjb1k_Ca1EdM4lSnt zsZFj=iz7<^vMn2q7A)mQjFA_1-bE?AeNS4ll84Wo*~mJO+#~w&cp$?MGPTJ}T3S$= znNl`dESWqantn?Lq@|YHQy-^T0p9o{fKM z*)3-Nms{h#WM)CCcJFWa3UjML za#P`2BqksO=3le>bN6>?nn1V}eb%9=$YJv#*3=i4KXsTuz#?CPq>EFg95x+;CFHQ# z9P|26DOrZeL0G1+kwF5f6V{x3pX)7HIu4Mh$O_e~{hFoV&7+Xhk*{XRjx8n^vSp{a zK;gh6JI#6Mlw>!MNG4B?vsv3r*=epy1LNi_FlNqua(fz(Z)G4m`2f8jar{IdAU=!X z1Jot=Nilf}U+*72ZFd>h$uqs%lJ}3^#O1RH;{N46c^JbvdjI?~nkH?CL3{tS&+8^< zZADKX>IH4wCrINsn@3+~VsfScu z_}e`jC|g8c_VgS7!-t{eBmG}cr;Bz|H1o&tPwQh=Prh2tx`9}bc>ceC$v_S&5c^M@ z9FgbENQMnzrH_2m;_bU$(~D&bi&yIJzv0E4C0n#P46=Oc#k|yOl+eCMP*?lGpsk)R{A4q~y*}Z3Qh``O^ z`PoPBoyg#Ceb8izF2d3OWH@pXT^yZ0;({jlASXgZ`8!S$8GO$Nv6emiZNBu~9kv^T z{|1+5Kpd8Xn?N6)D-Wi;evo8afzC;mR^x?_Bh-fjX#&oH$-Ttk`6uqXfeYm1QKN?^ z!9s_pMqYr-Jzh0Br>?u3Y3}1Ko8$Or#2f_Cn}?&P)4oZ7@eMN%@>N#L{5>*4$imFX&{NtbX zE;@)cxtpyi0o)5z4+hW~kpR#g`wI1D3GqaTFhY{38D2nsGMuQ*%+?wu3JYV&qmW5u z0ySJw#vI9=YBMS`u`XlYhmrIu4=I?f&yygBiF2g6Zdd#Bk~>?P9GjinHd&i!H0u=J zihRMP$>!0De53`D@@RyoT4sHh$c-TN-u*?S6rZV0wklzOC@f^%LJ(G=s#%BObe2$` zg!vpYHKRKS!OF%<<`~rQ8vVz7(O;gU9y~VIijv>EDXcde6Gfmjtd9hH#zum>3a#Qu za2x)$w=!NYP2i86_~W)(qsc#C9_*N-ror&m&0DV8I2PR5DpZ@LsW}XiyQf-uaVrdV zX|5d$c2=9f7W!3 zt^u+X1g&~$zC4dUbQ-^o`kr5=1+>PsoR#7OtSL~f^xUphZryac;n z2xU1+`_vG$FNKYHE`|3R!^mT?nBcE+*4=ZH)o>2Nc(@TZn_#eptf5qtAhb`Js1zEF zKyE|%r$*QNozW#@T;o_b^L@~g(gC)ApH$#01X zN+qK)QT{j$5KASq+5neFC>US#+@JHFo1B8IbL;dmv4}QZ7%KLIu45GYVW_P?Xjs3I z468k7%-7HrGmR zV~2VBWXMz;>gE3hbXl^goYD)ZxaWjMrGw|h*|xnlU;GJ6r9u#qURi)v%r^yp^~Yy^ zMd*=AWrt8Mp@{TSH%Qk}dLCY0c$yEj>H9E}X8db`QFk?#6uiZhjSS^i36LYI-g}>0 zXf%TorBa>25yaJJ;E`UXZn|slZ95#$K8#~$V@|PTRNrQmJBFhwiBO03V-DSGvIZTq zT5IO&;fq_PdKlcco(|0%8-RBJGe{$lenhh8r3*bn5A15@(~xqi9>XGqqN6Jf{$L)xZ4AtQ@Qb4v&eR* zg?>|Y+-w`QRvl?G0#2B%V*xS5RI56{?!qF~F^H23XJ$*dwqWMkcq6PIW_!PZ!kjWW z2fMtD7sg8!0LU(YlWb-QFcLGfl2g?j+q*>Y!=+{&37SiE;p6K;X5|tt=S^0&N3LaZ zgsl_IiHy&4#*B<>AWk^chfDQlbhJjZFwF{wH4CLG!~qzwQmf52#)2JHAQG(0{>~jK z;yxA>Ca60mFyM=hI14O~1c$*$r(o@f-oto^)TCSEmGeAUR`~OQ+(@15f$r*MU%Q2a3 zr^)rQ)A0O7#^XpoOiP0Wxv!?BY@iyZrB}sRs{DG~DU<=Ax0y&h9rbRgx%f4)DP8PI zuSFljo1;463S)-L_-I9g2FTuHLmW`kc}DWV^E#Up_M`;5wRZ)!=q5%dSJ3r zsT~0x$3v*eAzwJOII$2sV9358l`bOYjEv!c)D~LtANU^*v>#iV`D&h z?D$B~U16QCXa?@eJiI(7s!@(j<2?ZNNeB?d_f)MFdxT0@UP%mgJ1IYlrpOgl{dZx#!{Nm!^ur5(n&xGir4+)&`f9MQ!U;g=y+Gfvr0IjxBG1j^Xt z28T1=;j2|_!-+CVD9qPGTu|iZGmxs0WUv?G#$usznAPbtu&SUnG-JgBNXiQM=-xv} zGx$jkK$j%C9RO|ge^m&XI^8%YYIVANqE;zG6}w>35SsK1N-+%mqVGSRajsJ zHzKh+=ZGz8_0lw5Q$)w8r9>i!#7K!`n!*m<_xP(BE(E$mD|QBMje@@z1YC##XT!5~>@B+ZRpvH= zozRYB9SBgeL{yY5RE`wp8emL*TQPWL5(dXANL3ie#TH{qv5s9a2mTV!;HJawy#mmw zRpjVH28lN9p3>a6T#f5$Se3%2vroqiB_QEcWL}%z7MVItsHM zgHr9Fon@X=vD>@l2sFf%wB~pofBQ);WjXq=zX|SC#~v*_!;zQ$xXXOhWjW^ham00F z9jD`sX(ZW>HX^;@G zZ=#>hczFFKKfEIGJuB(HCe1kf4?W>OcugqcCukONXj;7j#`(V>2O!&5UadQ<)0B?{JGz$yI#_YJbHSSpA<{F2uu12 zTauH};75G*j~X7lZ2@YcLJ?o-5WyQ+X>xbH((}@;^kS^^Y;;btav0_j+e$BCG)+>9 z;_DpM>vZU>SGg(eDg&(Y7c#B#z(3;^D!Z{Gn_ibetIMX-bvu@OX>?ijxs2LedR;D) zCYM!@%c#X=(BWbmb(!gHrj})rq!k{fi`th zCT*(y)2!C;ZW@V$p&+xFAcc`2W+I54v&-n_>c&-97j%$$^NBkle1?y+4`eMA9v8kWOwYBF&9A z*pE3_IYrd_UpO=su<(~%Us&GZFoA$YI##LBzASNq9fKvr30|l|&}2MtINU%!>&8~N z3do4TN0k%ZDq)jXrMC44&5U1kW=0v~EMhsS-l$NrR9r0}?JvbIK+>Ju9xC7cPJ$`VJvYUtMe zQsVo99lF)%lw@sBgl>g+UedtHFGFqoOM`Y<8qhBB2Ce%Rm&>5ILd~k>ZxBKIm#TRu zAa+dEd{d9b4K%K>eP*ZJuw`hzp%;+xI75xv3~`1m>JjOgUqrKuP(w~A7WejdViV#8 zva@P?&)l#FR^UFta}F~fRowg|>36r>!gKMGgAxU$P#g(M$$N~)(~woFpu-Yl=_hgs zoQkH0B&WZOW71nzpTXo(Fq(hzWQG-~;fTNV7Cs7UIKN&B_o}6F6zry0t|nt;H}9_D zhdtvM1$C{yIap6MJ&H_^>BY^AR>dOnSzTuWa0D^$hN!b*?G+A6Zg%(wT88`e#U* z{4}rW1#{Az$18JQ;j>_qISJVt7_yz1lhehAIcWmUoXNe!eg0S6HwxD)l1Gioaf0Q= zmW}cfm5w$ZX9c(XNCq^-baUmDI|r9*kD-j%Np!BPXT(ai8&(X> zDO|XvL%~|0*)(H4$Pb#R7q9Zsru@D7yxv)eMmM*$^f=RHy*?Ig<>_4#J`BOk za|oHCkYyJEy2>f2Au%83HJX)Z9Nvg*JQUW>qHN*QOtGvK-HO;zWEev5sWEIAAU8m< zCL@5+S`k&{kXm9;X^zcNwFX#!YG(os!zom8}u460U1t%~2`1FlrX1;mu* z^hWgWWv*MPAcRiH|Iqll#|HqWvWeO0MsydOJy98vPs<$8s0KnAv1RgA!*pgWZ@a?; zLPe6agTliHK-P`K>6n@%g&caRQ!Co5o0{}8fM!#Z9;EL}Lrpq2avo81IPyMJEPBxz zCsQaK>a=k=;r`<08S`RGMvQFZic%D+zw>z}IgUoo7cs`G9% zT|8Ci94l+tbenhdf-|n$XzcbuxA`>9E}kPft=LKX7(P4cHaGOpZ6rgJ7Wdv_;8L`eP3qk0AXY%h;1+IH!yx zwJPP~m<&;j0hvf(W-Bxcl%{4 zOWxlPqmrxwAZ2Az`u;QbBe!)cWA^?DtjAA1ng+Y(Rj>Au1y+ybqWhh^zpj>K^|~`O zf2k)@@_vno@{4Hzrdb)TkQ!PZ?XgOI(1P{>@0m$Mwa%i%C%hSl!< z_c%Hw$sUPN@=biqu`OBftSIP9>i+iu3P-i}k9z<-Pzzr9LCkJR-T$s$K*e=fjmiu< zEKA)_5J?4=ZwaPFy%3+B6xdsLa$Av0>VB5-O{W#7X&#}pgk=8fnNdE6Jb2WQGlY>*{^xJuns>kB%e&=oQxC4!TiNJ|{lIad zGL5W<&EgED1%w6mD6%TzDnmKy;YYxdqD>=->kPTN5`jg*2JT$2Zw~g`YHqeLafnj2 z)4tw$^WM9+1v_WP!^ufleQ%~Q?yey*WIY(BY{?CjwVIuqEunB3^=0L)=f`aE3$rPh+T#CL6w_=Q5-Sb7-mQd&;D%MyJbHtwJBV0f_Qd1UGE@aKi&4 z^~mw%L>1|{`i+ac9uzh z4jl?nmu&~~u!4C?sBUn}*k1f`d2nxO0z4g}j2o}db}j0&-Be;#WAK`^kIT)RQJyWh z#Vjhgjg?i{JB!DV68H2D_96c#6~90-S2IQUvxc{9-Z+xG`pV711fWtwwU;J*LrV`X z%{y16$O`@Fi?u2X-MzZ_!x>{ZrU+^401ZGZ({T3Y5uW} z6!d>`{H}$`8af@GSb}RXB<}5sp}1NeJwPsZqns41uFdtn*&my}`zFvw$-T5)^ie`9 zU`NRc^CXF{%lRZ(j}3V%8?rkrH2Whfa0s4Xwr$Anb6EpZh4Mp^z&J&EWws~Zc@h63 zDk~zqChl<=&1@eGv-HzQkz8n1nmYA&W24M@pC+`JB7=e;9=1&1MwvLtBR?|fRNDeL zc1Dva^CC4&c@vGGPD8m9S(??D8%R~#u#tTpMI|8`FOMokl-HV;9352*h2L8|jl3G? zB`?KF`Ob{S1@wp+dcc`Wi8F-dSCI8WkoA7XPbs`Z51b1sJEde!qHVv@f@YzoqJgC4 zKUw5S%iLTeKauLjbz>dk0e&Tm85VQ zQ61mdoVPT-`#kVa`}WL`e))l4rvnB5Z=<0JeI+gSpAPJQDI4~0=*O96nBBH#8c&Lc zjH75_@#D0pr6kBd@I`Gp^^5ipmrLFI)9EgJ-1#Ap+*HKN7>dB_9o8b=NFQ@(Dq!L2 zg)b~~4igAiq*^MC(V4v3I|fV03vz*c%u*>aGN%Q(J#;l*$wwo43%gbIYCo_@&yflR zgUSjrq1I@9pR~Wc<RPgUNG5vDw2YH zie?vHc$`k`5p5?vcYVaPI66gBJS-;#K?$`q7ySPt&@K&pM1&!!Pn#FuSu0WK&L%^U*o!pf_}5PM7Y-6*U#Qu|drraFi~coFLEfL6@}p zi3L#>iR&1~%4ym2Hm~Ugd(xc8D|_DOvtW}wDJRGQhU{dyEv`$PEka;^hRH z^FdaOImsQk#qgDyIe*1#dcmAD=kdy%Z}3^L$()4jCmFJxn3L1RhdF5i&Ya1;#9jVB zn3#2fh3gf`qekU8!SYWQIsQBq8W?|}>dXluo^S9BG&w@~;=(%B1Pww2%GPafH#(h% zI571Gee`|8hkUW^lEb1t$|&fjVnw4Ox3LuqKeg)_VOTlY+ z%HEog-}PCdxev)n=UZ%jPQ1@i;lumHCV%fRf!K$ib7(3KEY5tsu+To_SIOj_0-i63 z=1x~27Wp9Wsu1bQ(h!}hTjayYv^^eUGkx!f$6yA-euO^wSROA^HiYikAuM5|Nx3qF zcuH!b`TS;}!Y^uq%#=5%UhT&h%S_oFUmb=^uWTB6ZRI;@nf)_tjbk`R!&V+mlWswS zHEcc8fhldKt{3)#I&SLHxbB0g>m@Y1Fm-XtF;mxb@VTq0%Y5BVl@LR0wp4xfE__VD z=q3~?uyko|JBIK_6~c|zY1O0oMxp?{vK{)=0#@Ao?0Kn8WF+1HPKEh^qQr9@3QSBqopp=eb8&3O|uKVhLegNvp*Kx2)TIzyfKol0L`Y9yoQi{fUAql1Jl1R-nv08hZHlX|tut zQ58(wm@gEci9~Ej$-sWm(M|Nr2K=(|;5n9&N^#t}G4s!dHMy*w!K-sJjf__E&v!_vA|af~_ZBLxurdF{yg27h z-_u?_9ah6Sd zm;6Mf&_Mh!%_usk4{Pfo<>$;-!oy)@e)oy(T(MA5f1cbvBRpCHu9}5rt05bm+&+0S z9B)lyywi>p>Qrb4El_G_247Y;>xGGs7B&Cs_GzW+Y^#|Ms}r?Jw3=_PZZ)SyuN!TY z@b3$vKjztUN4|(S=1N!xo(a^6=6w5f9%*ijaxxobzI|crm)H>H{~!CIeHtHE!ytQK z5d9(6xxJp&&;X)}Kv4y2ns2YG6sprL1XBa!llc3@usYv9tBz>Y`ea@vnwlsvOrHXu z?I|o17%5HWXY1iq>F9j%l=f+bRsINcGHp13qEq`=|IBGqGh&RH#*^@EJL^FT5)F^QdJw1=S0tGk@VI2aZKzZcI5i=TnGCaHqEgPHW z+viXZ1_*lOn<3IJVB^iVSK<5UWt*?UUOlZoH4&SJzUXN#kkNik8qt0QjVi-0t+Bp-ITH#PWoGFwl`NHI6 zJ!Ep?)$NnQ>fw1Dt?gA@K43$FxsXk*1a5EUn}{?En~W9Cz(in{CaYcm#+ho&zZ4QI z^0iu+!Se7KqfMzlPN6+9$-bXTANjwB%b%iC>@VqmzPT6w^L6^4Uqs5O@_zcCkJ1l+ zhW}}`S5vR%+$0-n6-VlRlMY-^TTYw;#xLZag-1B9U7U2D$^0!YOga% z%ivl!QG(rE2<=fuYnznsv{LAXrRS|mH>+iNCjNcRbrsa0{noO-kP{sgG;s`}HR>~ChBYXVUTIBYZ`YUpc~UVYq(Y`X{iQdJlEBA&6h=!CmUbH0W zLd7R{S1%SpNqebsQg>ZJlU_NYyINAbr@OLNt%pl{IKgX&2||r=`l~%6Mf%<&4S+l{33L zw?Cy7He1^li)f`(EpBgyi;dRyYp>dSptc>vwYFEw?E|$!Mf7>5*#g~XU3YwEwz8gC zZFqH}deGe<*c&V~${nyyaA#}cp<&1_P_u)n*;6@-`dm319j!bJJUtixornLn;lD|A zqVfnq{4~E_nF1-RK+3xAI`FhO-z+XxY)J(-G#mS>AxSKc+fz;=N##|uYm|;1HH%J64K!)H0`hQ$^RkdCY z4_JL?1KEXWN}-%m7dAt#G0^DP&0{H;9tt9!T4jOQ@{sZs}p9R)DmhjL27mJ5jdC zC%WrF=ky}1np*5`Bm#taitnMV!rgTT7HYd&i$(HGYf%K&w=Wc$T|p~lZsmx|V4dJs z53_oitgK~A%1?1-J=evowZtsu)LLq~mr0dpRepiA@;Qbhm1irJ*&@g#dtV6KVY60+ zOR|K#qR3<_4bm^Bza(TuYF0=xKvlH0i@)OC`_1g`byw7vinhS1AFoG0UgL6Xs>65V z#b3?y;wySM(>+;^ix`7u_Ep3EB@B*B-OcLHLa|<|G@2F{`nia87&_Vzb=Y3&KD5Bj zTn-1eyTb5;7pvu^%JaLc@fTdzQg;J;D;_n3cE8t9%x*r6IVTKk5W-S-jFh7>8(~CV ziW|;qIh=G)>M>)GAk1y4vbwu=u2ZWCSyrA;yq~R{NxCEaWr5@-{0{qwQls9s!v-~$ zRUWH{vfVesa|Oj_vv@G5)&tT#c40xISw;|0te1mk2oF^c$j8AAxv@~J)|V>Z z>#l+L+6Nag@c$1&GcZhjSyONDF!d4=%8dGX*{?=vAv&aI!3R;$VabEyHRR1 zn_;aef<*R1&xn&cQ7Neh-7Upu~zE9X2T$%b`(+t0vRG^*_5qAULwJ&T$<6#W8y9OjQ7CVjCaZ&dF1wo$v|k`ilSp(>{lE?;cF zK0$7L#J>1dQiAE?cl+XB(Pg_wf=$K|Z?L(dym0)X)^ix*c=S7((ljM^yI|AH=(nkw zgbQ9tLP>gI>!ESP*2Aq`{t~D1-A*bq-0?jql-C`CTy2#w0ir*Uf^8v<+L|a%1@+FtLnniV=(?)P@>KSo6e4vRSgdH?W_uQZiRv$<`Ju zbZYJDwDvm~QV9a(J#rKRfBPACe8#Zo0`6&Dt3 z;Y_f%Qf&qJx7?_Q!ECWrMMzpZ7|b4IsV>$ILSkd0h^~!(B?{)|LRvrz790DKfx~RB zT@iJJ!Gs!iw0s{Ry)g=QH!IkyeHAQv6_q&ax)Y$Csd9hX73Jb$J1lcBM$uXMAo8fy zQfr2nrLLzX!UIncE2kL47O^BLRi*q?5^`%|Qj{HgB9_}oR!^LHQuSHY&`h$IvkAkY zH!+8PXHX8UiF0UOcXJu}?Ru56e}%+y1E*DJo%oc*ONDAXT(Gk3-G8|P%V4|5iotFQ zjuxTHlvExI@K3qeE(Y*ZvmpXs5muFhVyW3^wE{9i?aZ_#v}S^f97w5POd1M^frk{O@nn|GN!xfW+!xkb$aDt?^;*V=dkGqo0Rk4mu_hDi z_bSnE71_vdMp_?WY5lp6w4(RX+h;13-VA~L8J=L+Sl1mha{s9WR!f4WrPjWk~4%tB|z51v0YOI0Jhz8lxezVyOfi>V zxk;=bBRa4gt{9YyL8o37!!502h*jw6>40Kp!tWdm>W%$oSmqIbN)+5*ZC6C_U}6Rp zDGM)31$C@Jp?$kjY|H38Z4_FoNK_hR9vEeqV`V7&C_`dcIvFf_rqG9!u^?sqj{BYG z*!&xaccbQ8Y`BzOBlgU2?-!YS&mNL{2ePM)IJfUEDd|xYOO^I; z7ODVp5^a_ZVD#fekSFj2tC}AtX&#C`K_7?tqbEHs6WXHyn3P7JJg(2xs(=#L=L_W3 z36_Xx7j~9Q&rY%y{Uv64|TycP7^4v15<7cGcH7*{fE%B$knOUx7ld zU`%DE37+y3bO`fDvns%J>`JFrK33H3N`Pt39E943cvGA0l2p%Lfu5yGZTWKU-vc94 za_)wT5#-#d4V80eO%yrcFOgC*EHVM6v2*Sh>#J83;v zx-Ol0^(mtDHoAedU_9F6R))l$0GjgtBlUxqXRnimp_(SG{p))g2%$xk+o&Vcd`Eb& z#b1#=3j`1wDP=%BXB&u|$?A}N!!MNS#AkUXxOR@B6ePFBu8$(3Z^DlP^oSShIvz(_ znn2xL7bT`q9nxy1)D)$w$FQ9PZ;Blpnqx;ZiAF-tUX66uy=QqG_9XxX;ENie?MGS<#lZYJO{4$7Z2A|yma0h%%p+U;e!G*#j8XV)D3o^; z{(bSTH45uwn3!*xpdtP|bMgCQgAn}J-UP>O*iKg4197U9mTw?_J-U%H5F08+Fc4E4 zY9MCK69e%JCEGD-IR@hKtF(ED;ip>fG&)#D#R`%hN1X3y1B(71H8>s}mhGxJn{#GM zli_7{2Z9;@YnWk%@Gocgofn{`>j-(#8Ear7ZLlLKwt^bgid*eTEK81IQHufqjOy6h ziBJafE*g@9X0bkx;hL9|iJ?;>E1?r;0TN_bro+11%$Uzwsc~p>fi#c{q+?H<2@)%$ z59BTy&0DuhXxXe;0@jq~2|`sEH!wVF zk(?b}g~ryOLj4(!Zua4YZR;e98&KF44Z%IAMHv=bc5Fef%0(He@6^DwXdu3pa2?hX z2*N5M68)FmJS{nAGMgaCQ*SRFhL>tmFkB@@KVL<3 zk4LZc>9eh$u?=d3~F#8lGZ{Cj^e%>PfO?^{0f*+y~_IR6bnoO5=eoH+NxM=?pX zpUu&LG?Kr~@v2-mV}^0IheDM$cm}iB3!P{Uc^iF&5AvIHE28( zokt&s`J*Q*#?#$VY|NH5IkuFXWi+#}P&`0uVat~pdkpnD(~r0_V;AePqd%vkmj^u= zvMp)vFdixGCvC+dCVir&-9KYy`W;Um)rHQ2Si)%ln62mI_)#a-hOI`MVe~d4dp!CBNxky<&XJJ@(<9_;1Z&@H zSZnfcUv+R&?6Z-MsZaiGp?C*zz3Ak7cJ3{ZxwkQ~X|&Hi1>-8OFCMrW;0nmMe-`e6 z-%+ED?_+IzkFPdH@1_!*i!<7i5=B2~b8(+x&VJg5vueg7nM?DnPoR8iCa6EJkCt5A z*N0#MrDy(?SrE%%fwwTl3ogpn!%Yg#qB)R~+EkFG*v>#Ns@k!K}+ zWX8UBT%q#rQXNSaD^S=KXIZ&87F%}IV&&qj2EM}Fj%~|1N^)`M_%JTTl+O~p^V&|Z z!>dWDx71Efy&W!%CUteVN{oJ9Npz1#SNQZ{QBwy}Y|tnTxYJ`_U9zIRd%37R%{QA2}t=ff6T|;*6 zMOmG*294g7n>482AB>Uw2GjTJKJ?i}Lb=7uS9Ir~zF90*WJG zfST-&T_3mJUS7=le-S@3BOP~^?_0X;kzkj>s;{@WqZYej&$KHLf$fhqnf?hq)5YjV zR81nGx18AYEo)tp$;k0-LLt}KuF_zX;~Nw2S~4z+6fpYNg*Ayj+$syZ^p?6#P-oR&3?$kf<2uoIQKw1G9g14?ahN}P29k)$8xhob z^l-pM9DI+{;xU-?A4^U%FHe-G00S&z+32zhN4)pxrA`fSk0USEWsd--%rG)$7^6lJ z`;k_1F^IfQ)962lnEpktrD_s`$a+gEy!dbV z-iAUh(^HO>hK%1A?^@)oRq7-OH)O8nUleE6*Em-{HVDCg%|sm6JxQE%PbbqiaN9@` zht=9gbF8>bwT-{x&3@6@Y}y zP`7zQ*y*yc%MqwCSaAzAXm=LZsJ>(HE^6*j^ho+R%pbjDFq1c;F_@LdbzbMm&2XWy zFD#TAwa!AFa23&r$H;4)5^|4`SL?Ff+ebY$jdi>SOtCTXGvg={Pqj9R!SYs3tp8wX zIvU+V)g%VXl_VEoNCTg>S$9&GF-k@#sx+2w40sy4kunAtDn>8{P#bCtU=0&vz~dy_d&dBKm+!eZ2`7Q2 zd3FbbiQY>Dj7RU5bg1N-GX*I?56kWk1b_b2@WHsB6- z&}g}cv2!YDh2dDG-Co?ieS51^T|785Uu{=9voqDk_C~Edy}x=#6?d}Dhpp{5giUc! zcD)qttuFFqa}&U8mhw?|@AF=ppbw*RUJ8xzb_@BM8<-hO(2kELw1X~o!;M08+9$5d zvVzfz24@{OH(+V4%wiPyY=YKoO%^8KX;zn_e?S=+XY?5=%iT?0vtzp|70G;rUT36* z(bJUG|2SUxY1x~ecEt|OwQp)291H_d*@^nfbEP2v45#Nf_XJgWLxy%1WA9=$# zwPYmwPpi-0LiyCC_!M>|fG3m5jY*kY-~l+^J;zR?RbzwqX)XG+0_D-CVbBdHdyybl ziK$&gxy0R6mRdQshq!qKn{vFN?It>(S{#oa?nAAJ<)sF!L*a*^uq#v{`;yB=%-HNu zfL@hrsF?82;cKWfy)nv7)LbMfgjzLAZ~{`S2jc5H1&Nh$~H>Z9O-5H7S*Z z+R3RT5ADMoXo>3;&7Y`5ZH`ApA9`&yS&zccK;fKf!mRXB6Y@l?Chk&lh4V*3qp}AG zOJ&)=xoeH9EYb3f91TcX)BvIaFlSRDDXl_BXn~%x#7p&^5dQ{A@=)}f^l_L!dM3nj z3Oj-my82IsPn46sW@A6igsUT-3E$&XT=z`)?Yivfv&E*@J=5SZ`!}8g+mEzu3g7i1 zO{4z=*z_;@E2<`C0?bZx;0f?QI;qQ;0DlgJT<${68YxZucj8@p0xaFUNe??5|9=lc z-nYHUi(9B2RjRJg1UOY1%Qpf3FuIX40X9^OU;<2SP~ePvKc$9=3Em${w!0_5!A)uc z4AdNG_mj6U*)zGCV-@?&>wBj?QMS&}HQ<=DK}%*;)&c0}gAI})l9 z{T&8$ec<$f(^Uy28?dxiU*Yi|oggqfmNApv$Dj;FHgd8{eati2-A+yMWY;KX%Iq#a z*}Y}h$u8OZXlA;%PzT1Nr_e`Ub5{Yr>^#MEHwu2`14kaIneM_6eWIyVmHRZzO!pVO zNRX2lY8S%+arX$#bbp0f9FMv_)QTyL)Bu|4-X+M*HZ^P7z>Liv^XXMNZIBI+IOdoi zv6=4KYNqR95RPc)tv(D$v4S@&IME5s&N+~7O;R<9Y4Fx` zdG)LeuaWO@n$gTZ? zUHeg-@>>U?eD5%ns|5hVWc38A+(k2C5UQ~_2zfPc^0M8i5&})~Q*~|mCizq7M#?1L zP%(l@KDB`XPE7LIe#9jI6v=k?B>(c8rE|nOx4aiJw%m;y*Z9n4eu`@f>v(h5Rnx+k z>ILv&tI-M_y@|-iCEJpEHF7y4Kan6Pj2bJ`;|MuR@CL(IlO=c(pZO#(V5(d>!O&v8 zEPhAg0q11XYPsSmj@cAE9g8z{w3Qkb{|U4B9lk7%-cBWWI%>F(G98Ui!EW7wE1P*r zDm^dORq5)$OP@R&g{Ai8;*K7AK-0#|fO^ISeqa*hMp#a7t1{2=Oy)gcvF zRgtVgDmI@HsHHTen-p{`bU=r=dr%x_9+pYtCEa7mRa3gJP}xEt&Q~Q$arICb)WZ6F zn{FLyfPS2*(F%6b(W|N^DmgLJsuUN)r|-Nyxa=}2pdypW$w7|0{1}V%BR*nPvkWQO zO|ZPbLiyB*VP8Rae=bA5xn;{^dVH~257#n>qrYo~7Ng9+4AE`6xJ@ER<-3)Pob=-)CSV>VbXTJLh@$c6$3DFgQ!=SWG@t&V z=#JBEtEFjXefIcmP1t1vB(N_qzhV>iCMlrw0+w$W)-SkxLYm52E=p;Q{YW!fDDFcy zg4vl91$(iA_#iL)lzgD+;8v7}-ozAlt#XU1dGjFN_=H#EQemmZoCx!73(`l) zN&Kwj?ou)Z_7C~TA&z|9waRpy^uI*Q2U5nNLgo>$y}>`iOA*?N*uUq_5VwHzPYKd<1!3GvALS?ByqkFw z3&PH^C7fS>Jp}t*X3c;3uqH)|zs1D&9)D~JcB`WUkZ0D?Pc_#{DVLLjIKE;Xdo*k)%f@B2=Qt*_^=esl*t@ zah-0Cm+Fh*do&64P_&yq4)ez{E^#cwA^>eNr7g7~axC@v{yWRJwBjWuM!j5eBe61b z7UW(oxn7q&Qk*h7%Qq(&qhhq4=h`EPN#8Ry$^OeFrn^yrs);X`R9-EHe{&6`io$c{ z>N`%lG8RGZL?KtWr}FQ#2vX1aF6HV|JGy+i`dN^clB+jVj38G}ZKzy53s2 zO`3LhvCpF+)laxyt-7AB_b;fqL(vE5<1l~pxZa4#J7W8ZAJ%FkxnFGJfL(Eap}r;S zvK_d8cDBVJqnoMd^ryxh+6?{wMGpX6k*p=Vuree6eGQ;t2;S}7dl*EE^_4$^cn zx|gbnJIL-SK)Lrwh^HFX;;fh3{GpTD47d5eD3sT2eowq>k+UP?q*QF5rvR)`~nUY(7;T`860Oj+lcN(HN|9}Qy#)0Tl)7{OFLArR_sVD zHBY-+`hK#d{wHoQ0dXH?(`t`xJwjSZw%;S2Ia)lxh$i^=tCFhNE`b-`Y$5;|qVdWvtp|(MU!40>t@CQK_RjLk1$qZ3bu|{M zbvoH-Y+_F^jj&-dz*cv$^o=d{rA`e?;f=bwl2Z|eg8QoC7tQ^nf)*pp-(z9E$yb=s z8>s}N4GhowFG7DM8~tuw5vcfwh^>q(l^4Q#i@3WR`PFvt^u{9bx>&niKmyFqEYtm! zY6&a*&1Ugn(5f^#wK4$);x*1?R29xQLmU?bpu-&gC^r_gkSz^J5puJ-Pe^$XV8HuW z0`KvWfJ&E1A#8v-{wd0*E>QQE$+qMIRE8vYtc%AQkm{V^ zsnvXDYWAp0E1WXxCmSG9e1drqOC(=!46ny7%};r4GEKLvuvjjdSWh$ug`hW{2rgy^ z%JFkA6V^i;7}lYDa+!Wp+}Wt8F!?x6$ha3FQsb!goEo=lK-NMT2PvvM7tIijwZ@%3(elm|r+-1_(zzXA4R?L&>se5*^AS|SUN(dLyM?Us zt%ApQXr5`!rp9vhD}PuL-NU_m=a9YoqpaRp(aA~av|}hp`NbH@hnd0;`A}#Z3SFx3 zmx8=p5efIiM>$ElZ_UwwG?d@Z@v0nkSZ91`Aw%IgySt>MM@^She%M(^tcj|m035JR znZ`@?T@(EYN%K&2AAKC=kDkOlXElz@4XUTL_7@imrAo2cn!p)z)xu8t->wm-;!in= zC8Jm!S4ej%{zP4N^v9c+&i7>E$L!za@g~+IZKh%98LKI^T1Xj&G=|1kr_$Ti%`fl(%PBbo#I`Kyc3{K97C9_yLq;?EB=mi z^2R}kynaX`ccl<1p9vy&B{*3fgvijF$hd2Zl#@->pXJNRo`-IveqFYo z?!|2Rs7&j~k7KbskW93`Ml&TP!4!|D9((nH;=*Dr+&y;r<(KpE+!Ln4iEWkeNwr4% z2{=1*+f=Y?DtHuj*x=z4@bF3Wkljx_@3dCc$tJY5YaST>{R#8$9X|Y1k>p#b&{@~5 z1pogKf2L=G)^#_Q8xVD?U6`#kN_W@?e?Dr6<t`w7BlQ7$E*ykRBiQx@#oO@$>Da zZAX7a9S6`WrDQ_Y)LfnUlkGLEoRY=WKgiL5jF^opZ<1^yb>8UYxSQlr^34hPStxg~Cm&h%sUSR13Pr-b zun@LdIOq4WZF{-eZ7NzjuDe;>08y;t@L*BQHiTVIzx3R8c%Z#I*jB0)Tdi%EPX(9i z8zWka#ZrjfKa5BOl|YMgTO!A|bJZg+{r9`(tntz+}jvIa!Nh2(h6=?Hfv{n_qduGT2FrwCOt3!Y#( zycOc^oU*t`XMYhl1dCzlO=S8 zE}%Gi6j5a4^HG-1hX<9<2@vjIp|HzWQ-txC+>R0@qE{Ahu9#P8Jxb}ZH|`l^%qs({ z_z?Pk(Z5pThoXDw<1l~p1iWeVbT^0yW10;FVbi%#F|4}E=hATSd>fum-o8Y-ixt7j z29Dz@Q&8Yl(AxECkY+8NsGO)CbT=TI-EOIxinTg+{4=YlP2Y5+iqP+5V zbO}MzdeCGn<;)wJjeXU!K$Em_B1W}@i!?g*5(Ua8y6W?mA#%mZpl&?+scteY)=Cmd zK&mVI&l3c*W)=_b#$1oBkIa}uLh+jdOsNi|qeC2MZSjpe;kw`{C{|mAxpH#?=Y`M# zBCX5zH0t40a6vO{;qtYXnpT)tc7sK@j$-2vHCx5JHz3w#3f`UgJwuo6UN-_p&&b~P zWO~==A7mh`zQ?<=U6Yfh9upN;AZ)r4%}_Oo9Peov0uX-KKGk|->_z#r2@Kb&pOphQ z58{2f+S!+k0QU+MLi!~yp7~~H8_qCLwiF8kSCVe3e({%hpNj7G1_=I`jJVsj-GG{G zQSf(}V2%~huT@sWQcAGx0@afh7bNDw&vJLe1q0v5G#GtYBMn(KroYEI_Y!B58QQ>& z`7o#dyA&Cxn#w?t@hJr!1zX#N*V@kRwz~?~169jQ(N6R_B_=lQ=Z=ZjTV8Rg@(*x) zpA)sKXqZi2M8gk}tcI8Wf*MiP5NpP_OXUSl!8KRiG+k;mn>hc8aF_U3N|XkXdf49I zXx9&Qct+ zxiu%E+PPv4w`yV2Q3;nBHV+1L#$_-8&Q1o!Il80E@D5xZ!-@g$+6alo4O)WjEx?U2 zDG4UPX@(o)TukK88zm&-Lb19);j@&-3`uRwq60yBadEL$1+01YAWk!5amw?$Ea8Q? zMYFL`ug-RG1Lm~2`4nLdkj`|(7s8zmt`O6WZm&0xYEzNBYFZllt!p1391*vH4$Bjx z%AaIa{#iRjJ0pEFkXs z(OeVgW;%JbRtsxmnElocwyGwGU51(sKmL*V@r6P8L73N6eyqPqUBPCi=dovohHo$p z|28NMbg;2S15LMa1YX!K&>>*G(`{T2M?Vy*?Qp^RwfnZmV{5^_u!ZpV%9)#Hrh+FG zpH*y51$$<$z?bubJpi*eYFLZkI}=Ro+OcET))0=eR;NJ+qT&;TQ5Barw)aZy;O znwH>EJ?u0a@Y3^?!RXLIC29U?jQrC~ut&WNf_7dsaUrhXyX4{>)0bR)$qa+rt?AHP z??1GwNaX%RveDI_vabGQP+g@{e}0I<{ZbEyxSb#9cBBJB>LGjP++EFzztmkZP4oKb zf2jDG%6C!Q#!gb!iWA3C?m1o^N2w+i*sFn~CVTdMkndUu#WFkX#IcQl7Gz1y#hH&` z9m%J#wR=qL7MaHOsKrW=rk|)+G>@$*NgzDcS7|g52VfFGjv0{?JTbrBf-xdp#&uH{^hP3Sp%jI+ zm91kiFJTN9HV=2MOiwz6-LjgU=rdvjF>Yf(psv#34{+74^j|1|Xmu6})rpi11Nv%eWq zsfEa*Py};@9CJjQs$6D#DefV~4W*?Hb_4MuBZW=GJy+!u10B|R&M6}H4Co^>i(pU5 zNblw0e{#$|3wnPB%BKPc`kTRP5lJ}=z+d?XRs4j~PX{AV_z@`k2o!x_B^QH9;!aVM z@sOEG^FaG?k(s(=2%UN;bm~IZso1Wl%?bagM!TNpaZ;}FB1LWlp!TJAPgQMuo9Yf< zHC2TB7t}qAex3*%k8bhloPaM&!=+P>_M$L)_kE0HiP>^=*m~A|+#rKV+@iS4dQv&M zDz}cLD#O=0^R+f8Urz;JD}t}tu>`qM8H9u^f*8AhJhbl_+Vc$UcZTyiR`mU&2Qf30 zpLkI7z?kNX*))G?P}4jOrujTy)67n*MyH{!=ya;EXF5P$fW2#Wc`7A0WbkO`epT*V zlJ1+v$ep4uaS-auRD|ghnW{3rQRx5?sm_th_(6ZyViw`UAERr-grsj}*2Kbx$=sp3 zvOA9waq|D%i+mY!5Y4WT!*YsGT^@<4elJ(`nn}@TsITMEr+xTjM=xih@F!8&HDkBz zi`Bu$zGz;<_T?@mp}RBrY2n$DyVkg^6DVr7|Q>U z8PI!9YRV)t&L*6LEY{moXXS=FBjwC_x!P20%lWo3pVLkiJUx{@hT!Q*D4#mJv0Tlg zhvN&t%|p~+dOX2BKHsOuw!=6FDs-;st~)H312S{Q$4E&>H|1zRI*j!>UX`@4=KIn@ z4uf>V1>YtQDd|zUOSSpN*__ySpw?P3WNFYvyj0(P2St+Rp=g#q4)aG0hQ)B3GbPmK zNa1$IOO>#6N1&Si>aCff@fn)3c_vLxSiGfGrLoR&xk$V+EriURR5-v>I`(o z>rluQdf3pFyT!W}bY+!Lr6jTTQ)~#~cjBbJYYJ|Y>QYE$=K$5%A zffOK#X@4jn3DpiaDDJIe%@aU~J0+{#K$2^&Bu^1kDQubv$X#?eWskMVRxn$g53uUl znXeEKxG{^B1zuHXhIe)lS0UgMQr1YnQB|k4Ci*6IV?6qX?2U5n&LL2MOP0gE2*!R* zGq!Ks_N_gQHa1i4CG1C%z3MWgIFGSp1Gu(W*Qy-^b8EOloKj(UK8BSY1@obc?j!;P zKjBsj2&=U~2myK(AOl+ZNn0SB8GAB*YVOB*ZQ>nE;sGtjQALXloTpU7x(_X2W6?>} zOOIQv>TE3>Qw`(Qo!i-Ou>vGw>s6xnDngXsjAZX)$^O_!vTEt(2UO^+>sCWE4&%>$ z5#ZOT9}flzAXa@)^wnt5=B>g%Y^0COn8Y3d$W;P-7D*MNZNp4}6lCVu8nIPp{)m57CJ(**j* z!lrZ4)2W(7Ed03PrPmWcZ;IEMj7?L2-r7w*jPvc#9;~-sl!!TVqG3gzWy~uchHU}sC zN&=w&zCrr(XT$Vmz2(=E-RS*oYd7{RE{MM$g!sSpCO$qU+2gZ4Lre7|%P~WH20D;3 zLo@9UHAAD?)eMdOp_oWqBU$a9p>ZP^dY+;gfN!CdhG-`3k?0i@c#qJhMpJxwBLR*#2++2;&xVU&7hd}Y(5vqz-ow2W;7T3&6`+;kx zO$ykzLbuBUDx2)^HMFk=NKnP%detLw zn?0MMG{Jcj_P558Lo+H9ycKn1xCW%QuqT7E9{~AUBPq(-=Zlhd;&=fN!rdiySZ@Qk zdzJluupfCAXs9^eUY`ZcodMUden~q0^jM7t;H+R3NU}g<0C|@cZYYd}?l`zxn?Yrqaq_d6EWpW*Pn{jD7?LKOGEX>>4d73|*mk)x=9FV%#9p zQgl#NT@~Zkr)6SxK;t$xJGfzMilkACC^M1oOHQUFJ|_8C4@qL0`Pd;;lx|La46A4i zCUaVbo^fc5!~U~=kCS%27ikg#L-Zi|LPnHoIX3F{MMs6+E3Vu%3Tp0s-fPvsi>-MB z4!veR6+M&KIUYU3M-(ExC%qVLKzlmNqAy1H@q=5xHV?9WW~d2HM_cdK?#SxX>K=8N z&8z#BFB_Emv~%m1 zhvWXshX@~sA78Wt?a{@W-gS>A>Xg4cx`;B`^n0vLZyHpa=y09i^3|s7d`>FHSbAr2 z8|>{ee{vUm8OrEX67?;x&6 zq-K;@<+pgVPw{G2svfnKQ}xcx%SU*+T<>b~qY6=hn}~dRU@P6}C|p9}oJz+G_E9<# zOPbQX%*tvda$vD+)nNIr;d5WH)hnsKv1eKaLUVt~M*s=Ur6kz%gbd=EoBtXiLBgxN zNRV1g?dH^CWD|$ZOM1yg+3b;TSj#s0J>t)J^d=wP+V(~J&wd+)bJ`cHfscKW^00lm zOG*6tMfn3B&da)MjR(R+OCTDE2f`J#|7DC;3q+P&gKTiLhFLNzg=1DC9dJ6zm*YGt z2?iWXX3F&nL(rytc4`va?6r|rY#taff1bts4?bc}Sn;{&{AYxu^Ib9)U&-p8DOi)m zmb6iJC6!P%!e2~>{);>GpF?zrwp0CkR)?%${d6bM7}By|F!bKX^#0g~Ufa&j2C+XB z#JY1sa+1gW^3iSL#=kK)V)ve&&I(IV*toK$iOd~~L}xriIGcyk$ABSu05Z3td}>1Vb+kND59r*{~ z=sIS~wLVNqaUfRV#SX3O zUJd+4Qw(q7H3{n|ln^*!ilxO?5QEjkBrV?7%`r~^A|NqVc}vcO;JBk+VeZUY-$EM%UdjwwsCaYjAU!Jwg;lf{^aW;d#M<$A@i?{}Gf zZyb_+Z^&YwWzAQQjvMgZBdX1C;$6&%dwe)ydk)f~cL+A*@*K=DA8VxsUZ0}@={a7T z<5d|Wu=4xTVmybtq@?FK>1foJBWEG8pHu<*Fl*DW=Xj~U;QQ~8G!I4JrH{k>aTI{> zXB3J-99{`H2X=qe>D#e@`fb37t;*#=k*)M3T z7U_ahbPxQY_onyJ$y7}OdVfkBlfxS)1by~y)Ffm>OwY`&)YPB*f$1-Bb}9o*e?AJi z=I075d^cRpIpW=+!Ss(CgwD&o>5Th@EC6(>G?xPay%ilu0YIDfhXO!T?FsC1T3qK~{YLmGyc z-8l&sFG{j(wDhf4;pEo61ejj1fVkUd6(l#f{@U$;Dv`C*S)r6|9+Q;?SrzbWsvh8q>Sc(Qw#K$A zGr`Roo{bBiXyYqI^)ki}i=~P|hysAhdt;4)&`z;xy;SS)iLKaZs}})jFRj=TD2;wkph)Do#v+~m4RCU` zg((L%Wfx=IMHMs$F-bWbC@x+{qX4l|av;fgEj5j6=QHnt1O#}uSifT?xB_T)wRc#_ zoR|niFK*DmJyB>hcB0N$u@&qOYc;jY;FvyvTgUWi1o~vW>MyZZeSxo6jh;^>c(+2T z@7qGY4~Al|anS~Qn65k(tU`+;zBzH}M|RTE5*dn7W=`>n8s zLlXe(7cy+%$0pv#Vc~Q%81I&9O=?eeOgn^-m98mKJ=nFw_@!5|UwY-BeusP+1ddC{@<0uCQ+c*xwTrxD28RBVoYbfn$eo_!JR+ly`I5p|2j#bdj9wAzZy)rWm_R;_BtknMb^ z?FUgl30chCts_ALnZL(L`+G0aBnF4*K{l5tOkK7;wwtH#-7dSW_35t@JIAB1`G`U+ zSx6P3GjqSnvgo^;=T>FNbZ(57H|XOFIGby>_bhKi6IeRBW%#ZDFrX@tjtx(YWV$!2 zUq{HTB}nUVLezBIHLj=wB8V;{EZG-qt$4P|ljE*;9R^HA8eR6zR$9IQXK z0ZMNEPubV6wTriBDKkAMc>4kf=-bjYlu_p~d!S#E)M_;eH-X0wS1oK8isNuwuAN zNif9watv&LiHRm^RZ~xen@E{$#sNw1)fi+81vn*+FL45rDJdaVcQ}n_Ly(bBtTl>l zQJiubar`GAoRp)eSp}mMv31L?OdRsUdGvndl+_HoYcR}8JyiEhv=P0R)#Keh>XERR z9bol6LPPR_z~VFf?xTBot&=$k;CF)0X`Mc)r#3Z6r2Jy6{dZL|5Daq_lbNwcC2*g8}jCt0Tn zew@Vp*i0WjZ~!%n*p5zYK;fK@pZn{h1jMB@C3s}7?bj#5(c!B;e8v1{Z>A&2Ee%t(ag80V>;&Yil_tQu6 z#2uEryObRAKa$@S@i^qJHSUUtmUrZ6K+=+oDV$9SET+O1A*jYY$wSez z=;JVd90gd+OR`Xg1-*W{T&T=fI#t_^%Ixa0-MQsNWg0H@;4{zZ&pGAx^Sr7pU(7mw zOZU$ovuSt}y@9GZYA~Dca&{^Mv-wUGa*bX#X7i84yF+6(KRpPYpYWzL?mx0Ho2k-V z4$S87paUtGP1F8Rm`$o(VK!MS1)%UQ$!hnZwIf1V%D7=fwP}Nmjyn@pHXhw4`=Vy5 z&T*H9>Lcj71hao+n61|vj-l<2q3w>LHwnOY3=MpAp@EHm-OT=VBYk*Hf;UhJMsKG2 zzGL`2Mrg@fOpf96O5ri|W&$;Q4BMN)_8Px*Ci|uFLH!b;H`Dym{U7xxBklV=3f0K^ z5iIM;L1j(o%~V=%@p-WN+5rtv zIELO_qO0px^;~Qv?K`=1SDTB-VLjPLXI1K5hHL~hxDMr)3B7r{7in@)pXfpUmnb}j z-W>ic_C;dncvSZhg;?N_DnjVZJ6IOS(3?+J_trQZn|5nIEA-|I6QYie$C8agIz+4R zMf#N<#AY{9(xlc1l6j#UvH3_Fu}L(z5t~UWv(vN+u_+ZYfI>c3RBy;jK^iL9;IqZ6 z(J{nkWmR+!$#*<@Cw&Yu!zaY%9}UO)V~EWM3}W+dSergEs5TK|^CQ06lADdCwwe)Ez2D8pbF{lAn40kCB znYdcW#yzk}#HN~Vs&%kqh)wL+Z`ND()}KAcY#`yRA1q7!a>+ zU|t<{h|QNU^Iq)3yo5y%7V!n#y`LRo^L5;h*ZB0qRsuq7E{RU$QUdO;j}j1<(v;w5 zj@W!RbM9R}oJ(i``NVe$=B4;V%Ng_sVoER2|3zc|A7}bM>O;RRc|vUdwIDv1P8j!RkV+v}Vg5J@5Sx!!s21e8X6B^f)^dR~Pp8gjPRZRM%~N#Q?$3_|q?y+79$e5kzTIh@1<3UElhIt@}uvrR`kCC`LZr*&c*Q?s#P z&WIBiwQGq#DEewt@inZ9cl)Yhv_vHsvSxIq?`;0oGq7h=90N5LKaLBh7G>N{EjF{- zHjE=eZM{?VOwnPKIM8n&9YGkVWu~Cm<`Y@@0)r9UmLA|Ab7Okd>$oK(g0ZUw) zJpY0!%YVL7tTMhaoogH7)>x__2!_Aemg~`7RL>d)M-j}7xvVJ*}6`Cxvkt1Dr(otD6suz*8)a2{z0 z9igkF;>V25hxM?D1CEX7ZUwUkp+2KfS51*rRS||KZaGP!NaWNz`B*zw5u$%+2(_f^ zT0g*Q8Cz?}Jo-ygl=*v{w7>HrO|Cx>J(#MJ;iOv2v7^Dfjt2W0v2#57S07P`T#WQw zV<`L;mPKE1$rb9bD<6y3h9M4)5(;Jl!%@|^wL5~Ev~ov>nW_IbC{qdV`agoH&X8OI zB)-f1j{zjE7+^@(tWG`6YE(6X*Td6hczt3Z6nGPTWTs#2S*rr0NCn;uUXP)$Yw}L( zhw==oG+rM=L_A;+5fiLU=MSn)bn*Q;zS@+XVM#?qNW~>5!Jap}ytVMn&{eFj7a~tt&g(mW?8+NkdpniZ zr#?5fzL$IR?jd^f5cKArtln7Gv?YUJ93YeSlZhEV$uxf4heq4NXs^ge1cC1OOlmdv z#Yd}&1MgrC#9Z%)uSEVP^Whsld`M^>U2uIbQ|g2gWZ!r!=Zx7e7`gqB={@8_uPwJT zK&ZaGEJIhVI zS~u+Xnvv!N(|*1W?Y1xunT`^pPetz|wS=lH=ST<<~6s)$Us3;~ddK;~YsD zl8SkSP~Lv)a|N$*ow##%A#7I~W!x>5dG{{veH-}R-CJ48PxX;FHdr80%PMzSW21Ta?8&%d#&Y0UI#p4qJ`s`}4W)&-LlM z?HOp7!?Q)lb9n~lk&iW!M$YGGKzfF9j#p)@zDEGg zQYn4+99~d2Hx+A_?P=7*5nRRlS>jXXknYA4eOj08-Z&aOk;S7P9MQ%Y3soGDc&d$C zEJ}P;6X=f{GM$V5KdL5y8+yE2kL7EY_@>E&&h`jsL}tR zkZW#lLyf*8-nDvRohEK*w;tk#2Esg;Gn0k9Hl5>A#tb^gP-tK}H)`u5IkHk2g42H8 z+D$x-tK9j6bm5#~x^QCBPb7Ph@xs<_?+@|5Ts}x&b`RB;q=%E{VMMatdV@QB3E-3(*(Wn%%J76_=^j@K?Nzva^loUQ|;|tPDh-$3qG?xut)%TUtq;T{XsE z;_Wrv?R`JlUiaiyXK@ji*A{ROY_ol5r-Ad*m+qpZ?Kf;PvWMqhQ}6%oE6}}EAG#c9 zy?fz*QqX#){h`o$R68x_%pxq|u|QzRK8eRXPjcOFeWAMF8pBt0p#wmcx>S$PnTD|K z>t!3AW+~Jtt-%Uwb&1|gsxlt^u2W+Yx=9i4@{H$#Yri9D0mjiRu>P`uG}4X8K^xZ= zx8`sTNLX(-8;b`ygGv}U188jH^3d7p{5;;m6^M+JlI+zNALyr;VyI7R>_=+<66Dq+7HpBbA$=X|=d%^<@!N#%WNO5es z$_F``Efz$9!!^uu$k1>xaxH8Dx)kU~bjmzVb)#RU3EBoYmW*Xk8Rs;qjttkpAY8fw z1or@2;Q`88hu&KtD?v~a<7*Y13U*x;D~gmA?jbHVo5h2G+b)E-Ivv-i%W8oBZNXOs zPmk4j0Dh}kE#f9LQ{r|5ili}q3OBEdI&{ANTPRDh(zb z1!b>4jPj|8+WvmypH?8;sTXSpTh$iNjUb0C%8h_1 zl@orY!STvU%_{E418QGjR03RB9oC==acB&#B^?UmdQ<}jzdD4968zzxSw)uvF!&uW z(&X|y(S!Jqj40J|jsXU}0D~*e6_M*teMBL0v(k&Lg^K)`WziQf_;?K%^tOI&uxYTt z(bl`QJF@yrRJoPedq5O!mb321#8W3P@(kB zWIH)&n>;ddg| zChTJ*SUxnS@Y!Bu$e@MVb_Fd~iY6DP@D)_wc=U1~TI^B#6cm0b3ilgMqUsvDQZ2ZPMxoa%E4Bw{O5gLcOv=}(J~%=(x)G`J`(KnVs*O5qg*FUCp&<-NS{_t)Y)WV(QbuwUsEGQ|Xw&K1xSoNmIHH>O>S06Pd}gSegrI zJgZRN#91>OE@`Hl%#kpQEe=YZk3G|Z6MA=^kJJ+CPMNcZ3BkqHeQSCeQu*MlpW}o* z(u*)@5JXK*gZTBMSFVatM>C09SkX1a^YQ2^A9>kh4xzrUK;fL`&kE;b{-maC{_au| z#q|XdM(0AfaoX5jYdlUTTK*~}POs>F6|_NGWXbiqY2yBBYv%=>mq6S1+FsqJVt-u_n@hL3Up~4`+;|alBQ^(>+hBT? zH7#y)hf2|3FcaSI!-Rwu63F!3Or~>d#g+_$5g?tSezLF8HYl0sZ<)$Z`A}(#ih#DC z5G3Xj75BzRRK$ZcQJrDCk5&%XvEC}6hOO8$qrcx~ru>HwQxc*h2l5TUmlOwL+1us> z>58(R=Z3nUFm*rjq0SZ=k#<;+mP=&Z3m=hD11vIkDLIP0AU`ealHIk&M=_#>MlnVM z#rFj)4zO#YP(m<<8K4$hK@3*dM3KFDLX2)hY@nDvPlPRxppU$>mV`P^fDPMFK6U*o zW#u@|sAuNfKrs+=vKZsqBq7Hl*DJ+yC=gfvT@{~{ zKt;?1HIzNxRNq|{uOMk2ie5<{hxy|u*j4fHdf49IXx>qnD>o;A-)_z#rL3^)NKdXqvJc#$@Z=8L}*g5bq6v9}Q7w7#Y zXB$qOw`|D|=l$>Q_6ERtGZ}Hyw-@(qocCV~=2)Uyt1OD8lwjKhNOts2wcHjW);8RUyIY9952Def`@TUEtK=4$% z0>QJ%3pn?0;W3B3E)e|13Iu=6RX0tS8qH={qI(|${3|6&fKcha=pe&mIL&SNZ}N7!q>RFn<#5}AbC*g=Y#{utTY;Wbyt4TOEG=?dbH!SV z@T9F$V_(=j7>Hv6C%{u2JUiD08eVcxA38b{;74TWHN&yY8H82T)eL5VXkA>aRl_n4 z4;9t7i_Q74Ey0Krvj=rSz)~9v_3CU#=ha%10gfk;Uz4HpCbn;&fZCC1@2F2sA8C(iLe1LDZz$5^;<}*&H&;egiA}9$#gT zuBQ^bSs+b6yEk52U+lES5wxT~8rHptjYU<6R9Q1H**L9u7CSKXBe4+!?_u`^u&xRs ztmL{JH5-0BgZXjWp!^^-VJbh?-xNw;h3kaW>XQA;&`@IP0oiVRdhN zd{~EkRP6w zXvh;!do-kx88qfS32n1(m_$fmNC5Jc(YX#K_{j@@wJj$Cr?njnbeE|3*2;Qy9LV^88mWGIH@FT z^6os_0%&E4bbLR?Pq90#8n$+iiBbymk9nvU-k)~0#8IrWIyqz)W)C9uCr0J8qk^$v zuHEcl{~!r1o1@fmAZ+O8GAV2ajgoFMRTf1S_C~6 z5GmzGse@fhwDFXJ?m1B`qsoba_8q;E9m#KN15ZmS*i%hHcfJo+i=31+XqB4hV``h)PHm${}4*ed5Ee~zSqp)G!Gq&I9U<9^HryLGxw`T}16m`%PW) zv9~!pU#P;2LK^hX1P3>&}BB8VM4{@LNZ>X1Hlc#o>3FZ?Mh zyg3u$f!f2Z-3MULjBTvmCVb9H`p8@}N<>1o&mnN`aVYGX8TGM^9}hh)4?QXmJthw~ zB3rqHA3cbfp~lb$H4ltwp2enl#-OH2$L^l)Yns`MM6Ub>jgTC9WS1u|Ab|%Q3A$gE zkR=(~Q2h8#9#>=F#AmD7WX=hwdfj94={NDzOMEhz*59>UMJ#=dk5E%)o{tl9jpOzo zo@WZKY%Jf)aiaHn5iO%`qSO_2TfXl}qm+*7=x8g|42kBcU$}7HhbQ*HNf^#q6z(^0 zN|RxM`~H+V~qtqTaHtaFLHJ&10}W-giOO1`LuY~>VQpTdFUMkgim*FbW<{3SYNFI-VQBt1n zdu(Y^w+Yv_9BxK1@fQpebvERZ7zfV`Wz1dR-wjt{hYRh7F%s#Tu=$offU!6iE&FnrHI?qan3Aur_=5m z936|bDSbtIa(gsYEeV?$+lw#Bd)USPQ*{YDUo6iTz3cnjY56)RqFGW{Ob1|ukQJjrQ^=Rsr_3roIWo3S&k20$% zwA5!>S9k-;r>@lYSMM*u6U8GnfOYOK$GRHT>wy<#Dzg@B>;iaGQ+_4ZH7P&{o6Q69 z7WnrKp`dj3*PpS1#t;pex4g@QaOUrNED%$ek9(0ObFD-V=E7t`sdi%{9A0F{GjeTN zg(}K=yrMM5+GQ^Go0EXzW*lst0u5X89Lmy_W5>0oFf|`4u_gV$1LL@K+yf>js zfFUbl^MQat_D6N>Hrs)seqkVTVg1@kq287l;bl$``hU9FaiOFo1Ba&~!ZwVFqH_p34yFB_oP;2!ogvDND3xFh}vJ`7I@vab?6 zkFO+ejGZ^D#^}UT?MOtt@>DM}WV}LcyW$mV$tTx&u2rfJcToD!Vh`9f=_sRcKaVC? zMVNIyia`yqVz^7m6_I!37}z8&JXdnp8dp-H<@G5_dXHKp^|}ULq^^({vd%IS!>Cxd zr62Jd_Fhq*O60S6r%JUn6;x+J?C_#j>=-bXVH1^5mQAJB5F3f)n#`6Bek|JSSYuw} zqcI613c$x#3#G}o*c;yn&>iuyXz%0>y?uxd(TRR<%j%G2lG&%8$*E5E3)*)?A7Xkx z=tHkKH;8!=x#%45;K%1ro*4-*nvNGB71naNzPW6{3H zRDRcoN?TNCg2ZnN5_5@)d*dT2;z63IO6-Y-_CmfMsLx?|n=cTf)kgZr8-FLHPQGUy z%BRluEmOU1Is2~SgXL|+xQu}Lc9sv{Y(1od4#x%4a_J%S*GCUYDy)a@QgW34z5F)8 zwLUaUu4#wkTefP_t3{-{x}MdSvy(>aq&~7 zTqw@t!qyfpDOSgUx(kT&`ENb&K@E zKk9z?Bf1O^qAyZ4M-8IuJI+pJAiDkogp3$R8JI14n-AWP%F4N$91RRoJ>4lQ8 z*uiD1fe*NuQBD9*6>+hTIBY^3`9&O)r$D?r(lILrij;(2%i5>!v*YD$c$NjCkt#ik)^Hf$1= zjz=FDluZQac;9erI)+4gz#x&nNNO}5eST1FqKl#I%K$%|AZlJs|E-|X+Q%Ueh! z9wXha%Hb-t%yg-p zRwB;Iah%$AjpNqJM=m5%Ktzm3XZg@#4}=tvkE5_FgJvlPv(85`r~y_CcPY67P!+Oq z4?=Q9f+rI0TH{JewCrW!+YpOe*JECx!AJz<7BgErnH7kvib|n~>3e_F66Ho{KHQt6 zvF>J+XTUq&?R(RsE}NdsaWs}*Kn%r+P~9A0Ax*AVp0d-@<)-vrivwEg*Q>n?wh5X#w-XM+=C9 zXPZDw`Sl|Z*TT=X$W!DeOM?b`z<4q&gFLDn)@6!WY zs)S_wdqI9Ksd7(!q)Plrlj^1UY&-t|wbEta|I2Lpz7Lxcf+kSmcLk^1g1)$~fjjyH z@ef?yD8=e&5fiSYkG%1ztrT89>rSRzX4WA6`V#+>8B zn1mWod~%lHjav=QPujbq6Oek|*Nu=b;=Vl6r!TgU19W7E=twTh=RW%gnK;Elc9&96 zr2Jlp<3o3?@xY&Gp}?P4yxk=wJ!&;AKNLwVsbhMl;UDp)`a+TFB+WxngFX)P$58-9 zn(EZ=Jc2N!7dchh4MTdqF57+DC}2qGJ@0`aZOwX*^SoIlX|0gcWCI*hX$eZ1KxDT{ehh$Qhg%mQK~eT1A6pp z=s*he$h1Ec^oVL#&?DALfs^?~$!hmuQjgcrqfWhwOLXiB9{v`ImDpTaAyhO@G6p;8 zj;uayw9)@kN5-S?%l@d5!a1JO5WLK;Nig}p4U_fKQ}+j1NTgX@ab)dzQ#TRT4vOmr zdw@w}J;0Fc+Cn{Pzi<@8LjFM z);I<+qD!&{T@Do)=pkVo1g;tdl!NL?!a2qW!G_+&HgF4~o5lT{A5Trl2+*0z!>!_P zMn@mQI(nLqj;aZoR8z|FpN#UUD2e`BdkkWPQ^ZP50R7-rz68t}kBu4(%a z`bP_)k6`_aEin4vh2#>8PZ4cHVk&W&R|n+MBvFmIE7?)1@jS>NMmG>U#-lwxtP}|r z>4*qobRF~ZNJET@MDwU2MxxU3s5B@)2!c=${BQ=y>HwwNn03nuF*;zeX=D&1QR#T} ztU=jC5Tkv=vFRAZ=m7&UdNrvLRu%`#q{qyqE!V?L1t#KtKT22%V#FX^boy!X` zN=v2GWkx61nT-JIQ%)?>ifJUBW=y;OFeyj_VL0pAHDLR@(q@nbcjN#fZP+eUc8osq z<~kBqOiM@IR&d(D&NN+iVis;@Zr$j^t%ME}q~?0= zj}w%1c|XiTj;>)5d)R7>rj)twvp#*dHHE-R1<~JN8lq;$2+Hwcqen~?LOQ}=mBAI-X<94)`Q`Uo4Yo&kJx2_azDg<|DaFbZA~GR z(_e^==h77Bk&mVjXVWxg03VU68GXP`UuFJ$#fLu$-Jlrg%YsF2-SDz@tqPu{jF0#p z_w2hqJ+mbrpj+P--O43-=75jniEk`u@csB6UFpgr!LO)Z&{Vf-vax$M8zjq z6(8@K@^)AAA+t-BDI#h`caz+UUXaiCbT_CcwQ4Xp>I_+w$HG^gL zdONI_m%6K;TC8=#*3zq&CZE6boTZ7%<~`kY^C3=bDYhF;lwXHMI~<`_Tv)`H_1sJW zb>D%nWAbaKS;M!D?MA6ETP)o{zqXdTt8jZ)^Wai<%Uq+;t~c7D_2YFbx*J=#C>6&q z6b{f~5KDNnsfDW>77I8wVgW^4sB)a2gtbsSDbPI$g;K59YJp_5C=2KZ8*txLquDNq z)u*NFj_;0DiZ%UpRrjRuKozHALHeDRdTCX6RXLpP%%i?d`-{zbwLXtGaPG`M6*!y?k29+(4b165&t1kxO*b?p#?@&z@i%ZwA9^L zE7s>b#rY5%$61KoK5s5>f*c+ zRJu{VR+y{S(7D@}x?AZlG|~!ja89ER*-&j|hkARi>=+;x9{J-e`fJuyV9u7G@A3<%i+H5 zc(b*Ase3Aw5QLxv?$%s@nA#A_T0EaVZ^wn;>!#*hDbWl)G0mK>nxU0;Qr$bk=1etg z&v9do()LPwp@zoRwTrW`rgFQobluwSnb6IJf;Lm#kwR;cH07@Di8w>3T|7{zROc%- z{0BW=S!<99Y-lau?3cow9oTmZ3_DqT=dXoY1Gyh&@tGxTxha+)Mz%X}Td)$P@8~R| ziA``$?P?oxV1IBIw5U;{a{`Qm*g`I&)tQaIw;{wGTIB)`@SaCoAeO(k+6U2gB@Ekm zc512CDBe*B7mC$dp;#{CGH-GrFX^5{Rg%nGVQr56+Fjif!uq}?917T7%l-rg3|*|& z%T-uMyTIo!3C%eP)Ihh|aI2`J9L}}iM7vvJPwT}6G=;~gZBBn#O*T{(&)3jH{(B<2 z6jmNRn*R5nTkyYc(*G``uRHO-PIn!>+djA`YUH=~h&T6$xAt@@4}%vM6;w8e(v@jZ zH2MzJbn-Zc%60Ix2V2mv0tjn?YsUMp!cs6T0vi0+<<|;91+gw^4GG{&o9$_GZuNO_ z00W#@0M8*GsS}*K!&ajsIk8s#hu}r-Bpt%I@#qhTd$T5X6P(Z^e?<<+(MIs6*j=T^ zkCnvgrS6(ruDEH>wR;{c-!LcbLs1BM0G@6`n$W)c3Z-n zHkPWCd4@egP5B9pQtCanTl)#Whj9RIZeg}j)1FYgdP?Gp6G*n3188FshmD8uGdcfEcr-23`!y;SRz aF}OG8DJB@B^UDwfLywmBQ2m|Rng1X4Wip!p literal 164256 zcmeIb37jNHaWAZu_Ut{il18A_N~LpW#LVoWdy!;>E`+2-$AZ?t($sXQ%MVG@Rh5~M5s?v*k^juRcf|w89JA~g`d_foZ&#|#`DwRYZnnyvzZk48w@ST+ z*X%C7W^v-hi+3-M2WvX+LBG}Ol)S~@7<^HxRO{uA*IeAc7;K==yVbfsEy}O*y;8T@ zYKFxtD=I51tM)IBSJnh8y47yo(_RIep61otUdNg3HCZu#k-o*J%lCToM1$drmo0L- zR<>PG(Os+@AFL^cWLJ(0RtjqO1k3Byrnk7KH{%8cx7+PhXL?=ql6rMqwd_+5R+Z|m z@8coP;-u9mFb+)$;w(51i>u&FO?Uuj2TJFx*iyg1-xxTmk`m6WO*SCXe`J%!YG2QXe zq0??Swl`B*%lWSuxJf<;)-j$tjaIn_elnJg#U2VSfy5o0#66YMh!K_3(fi67VDee` z=N$aA4gXA_XO$GjE0Z8&1;|(vtO29lxsKbe=%RCO?z9e6%bvr!;t)mE?t+r! zw4^KhLq+RT^3!?+xLz5E>r4_t9$b0b3%f}aP>|-F)0%bI7t>r~>?j4$(Ajts`HVNB}dP(NqofZA+$r8snVJ`Ppp zD+{EDcPVyMULbX0Gb4$HeZ%W|oq82kNt50(my;q@BmB_((R!&r#ds%WMPmW}QeAj` zauXN%u>L^RJ6M8;oa58BQgYz_%S$$}D}_4@ zj_)%rAdtEF#mdTH^=z+R=MMZH8UQnut)%$OycbFFm^I{xduu6Xxt zu&0jO>9`9{wds(mb7gQ^oiZXDw^?>N9_(h*ABw6sM+F9^_3)-{j5Laav8DYq;8g6AHvtpA39&#>$Xa*4kA96Ma0~=J}=sb@k&WP z2sXRX665pIlUCI?eYzd0QL5vtjf2DaG(;LpILg}DVX5G7Gwy{U4>rd5B>iIF^Kfv~ zE)M&V6$Z=R!!K&RuU$kHut+Hg=~y<;TfV>V$?N)_z{AZe4_CV>ot{51xwzW(D3oSC zCF$^TwQF*I3rA<}=6huq#8~@4?DvObzfGR3)&Lc8XIA-4U+3VyYPAf4l?SVQQFmOG zFAwXqYL}wv&~H_~LBzN+$llas3a0KEPoBS$zUp?2h( zYG;5PZmTQ*8sok4M(1AT)=NDY9M6dj5}MYy&H>EMTbph9WozNlHx8ls$wRW=3w;C$H_O1(7}8Pe6@El9}7zbhm~u}yR6fhBwb7Np&AZf z3dzqJ4$?T2Us0W|eUU1N`IY4)nYe4w9xCsmJsb=84@KMe(`hsNnE#7Hd40@3;M26uEuoM33V3DkF)Onuiu)MF$Dw=-kt2N!S3%}uK7z-YK4!P_ zF^yig=hiWynQe6%EXs9eJFSMJg}wOOo1Mjc67#6g?+jCgQt*qxynGf%`l1h0|F|!@ zKom~X2P%fCPffA~z9<~8`FznHv|{!}x6&J8z!0N^8u?~l8aPP5l|YPIQ)&{KH16DqB%F9tGZJbFl)5PT^ z>|2erRYCzd3l)LU=VL+mTe0yigAn^BYht6OKu@;Fj*$m6N@pY<@S~tO=Pc{P8J$}~ z4|o7g8$96un?+IF11dfahp@VIJ^#cx?87<66@1>Z`b2a2maOw>lLXO!z`+ zMV$j~r|QnsJ$T1%3sWy2i!JySej7T&(Nw0i{$E5Fa!=8Y7<_Vc{lI@pXdz7UpzkPf)@p2rG%ZmHtJE>mahem~3||tPal^mmV~f_+z9uO67iG zt8%rUQ;E}VI1Yxijbq_5hBzjfH)o zBjsn2bp7!OR<`hTtWT4Wo<4nJ^#xT=B|nz33B{ViaonKf9*vSUtD>w~6KpJFjip(o zTyinCBFA%d1hF_V_EE9g^%~leRPc=}u>`!k;5xf0vTH+mY3ZWi;D2Se>pHMiGaiC= z788~ox72C*zC*(%g!lqdaFATbZlQVrXg%3)X7dDWw*9reyaFD^hNvuX+1IguR*C1$Y=0jOOi| zhd~IHvEWcQs~Gxx8-}tZuQ2B%*!?J+7VIPFs-3T75MN5v!)N+*D}5RcHEQ4z)WXYpwtN9Mv%BM{n|UQiIV6cYf;_(J)7?8I!V^~4Je#bC%F`or*!=~NeytFOfU5W>cN)U zh52dWP9?q8==dO7PGJp1$H#Bo${+}E{F+&1{?>JR%_{Sxv}VL$3{z7M1;B(?TX34K zgUaJ_XFkaa9;|jNEG|&tfDC(?y`+L+7(sD*x8in1sBQ8yt0jq2b<_i;1%E|69B_=C z0N#9>^QPb28(edggLmtU8;EJ6W>~}<3L6o5rr7qKA=&orB(`Z@^3KD<6d1;iq2-6~ zeNC1U4?`S{=A1EEOCH z+*GRqCm5I~J)H5KvMl?;K4k@zk`uJJtT<7-ohpc}0&Iv1j(cJ)-M*5)=On6Zd*tyL z(0xq&8ltJ0PON!hpoT(eahdEFEey=EZ~G|SWu{a-mXz+&D1G@Ll)l88(x~Clr!}%y zv?^ef)<{+b-Uf<)ojA z$J}$pu~+)4zK)gjxbN=;JUynszw_>%3* z3R!g|lc+@VtwBXYnQ$eVWaB~FNtgtwlA)sJ0A=%7=ifo18I$lcdSi-pYFvK~875&& zE|qhy#o^2H60cWJsYuQd)UxNVrWTp}Je!LKVa! ziILz5cBNBh4jZOXC~w$s9{W}c8^X*Tn=-2iC;HroCwTfG#9nJnZ1UjOBL|~&MiM#H zKyl8tb+PtVD#2j^N;M3*+1Rq_pXFNARsur2nze8} zvgK+lsD~=Z^p9o72^1t&tD_4|8SB)4Zo^W!$RxPB9%18qQQo-Tna$*VDQnYdtc|Qc zo7l>85K%THtU7;wi0&8A{lDVfkF2ppa^~rI^lw=;FV@_sO+@J=1S99Q9QxCkZg2?3 z@GM1Yd~_A6QT>Pw6WHui=pPB-UluERZot|NVVDKX zBzs}ga?Iuk9XG7xaX>D&Y#6r%l!x|26gOpY_*ARrgrZU#ITiJ?VR$I#D#KNx6mrU@ zv${f(K|GH!HkU$j8Q3T!HNX`zy_8t-_*DME!R>f@tzv0dv;Kc-7#tIF-L-FNShGMZ z6gAmtwMZ*0r+T0SwBJTRG3DO`7XCVukpZM*a9Yt-+f(&b+dTcTa0b00dv#}0uQZ3S z$w)H{d;bf??w8vTrjLi?!Ry~(ROK2EyaP5mNWyI9Xh4jIJ92y~RwTKK*wRAd!D2;H zhNRMnr#8p3baMI!vl^yQqNS2nBp*WG%~`rn&>K^hj?Z65aY}-yDP`BtX-YAR4R@Xv z6PG4a_Z9TkemU@O!%~OvjGum%^kwWeo4(=jF4HSDroS6@$R>lQ*iidNs$eNHc)v`i z%$&jdPZY|V!TSmOb~G8hlUAi_lbP7#QOJ(i=nzj@`!h;sBpJL5L2=Fu-mZ+!Enx=l zdl0N4gSS14qId>R@o}gO9+4w6czm?56xHYPI6H%P#np)!Jf}xne;ioJYNOX+OJObG z?!%-2UWQ4&VXILFn)4_LIH7`;w)F$Qz zBm^VpH7hu}RGyfrkFG*Bsy}GM1UB^)`bPqIKjT8KsVA3Ja+sy%2DJtr;A}q9a)V#B zVVYswevx-8qPQu!!S7l%Clr<1$f>BqrS*hz4p)g%$e-GDR#!+eh(BSB&83iB1~v*w z4LraaNG~OFA@}E}h1>D;T19S9v;KFp2BPV+Ly#LBUu_Ym#+0AZNoS+H(R3P|R2@dl0T`TbS}n0!v^(L=VX4E)J+&)gt;Q_592a?}EXIQ&?KYW5)#KWq zQU$Th<5KNH_;fn4=KS6#P$+MH?;-ZBmW<>(A?$Y{e0vZ|zhO;j)Sx6~B8}1-NhWgH zn%tSlUuAS|2{V!JMbm~%%ME)Kgn=_GGRB%@ECImL- zaYsj(ZOrwpvILWmWj@;{Qi`=V62&~THz5kA4KynD2+XDIC_H0mJfe!6D~IkFZx2fy zPR1#}SWtYDZc%@v#zHM5+{P=a?$)YQLCh70V7Ei^fGC8q3eX&a(Z zF-H;rd=;sJo-<4^$rkwYSvr7>Ymxm9_MBz03kl}-5Q^>sBTjRE%6?6D-I=wN551hym zg%4b7(vIsrq2o1L2fSjbRqr*Lgt@7W(2MWNEhFg=XnH#xmI@9WvgAO74}CzJ^|99+ zV-tI-bo0uv2R80p^}F^Isvzdhmy>YVU>fMC-P_Y?GW+q{P$+GTNU@QFcn14c^W)1n zwR(slo*=}iX%4P62x)g%la|kS8Kp21-}P!xoYQv&8J$}~-*pw5Hu$dlvM7rCF2%>8 zd>4@;eHR}U%y&HrkIlYI-$H-Zt<1Usq`~bQKmOCzkE#saQ?75-5dVN6Ah-KDjJAw% z?0t%33JbF+�YseH?KKzm47X_0}96Rm-Mz^Mr93-?r;Qwu23)53ujHO-$lg&ytIa zNu4UZf6Ma=%~lssm^;Ytw-E(QI=<%>D&1~-_xA06soGwco~w2%y_xB1YkR9+o;p~) zqq@C~>rMUbH+vm+;(xQ`?X9-?rLE&YC71G1_wc>1i_wSpA}@uS8Txcgq;yv)U0{cU zcyaHex@<4FaPV%SR|A$-s`ocBI+G(GHjaCp>SFDSD1%{C`#hD!!DaL_cI%oR_|u4^ z+jjnvKIb4Ar9YWVVb4z9KesD#y0s3cuWF~ZiqXohZxctzatF*Ot>e+nT^W1aen@?= zJ>*SvoNxsH%y^Y=yFd&qG!ft9me_sn*Q5PP*tE84?cn`cjs6^m^6|Yt7QmE~teO|= z{nVyVC*$g>mT`PyI*%}bQoc}w`zg!5{wEiia!n`PuTdkTCT0w2()QVFwm;$v( z`$X}jWJ9Q~7i%H5=QF0{(hJT%8@(V~a|~-By_8t7{v|U@xoF`QEWOsKjuI{ZH%9}4 z7U>&gFqGO9%gM|54dM^yI?+-|Ir%q%MdnHMTj-5xQZ1&zBRE?xdqTZQ%oIDVgEX72 zj&L^pUi2@YBa_oInoYkaEOiKT;))4<&ATst6oO;KZ=G3v;fEx&Sz{?JVArMy3pd630y`FE|F7xN-&6PB8|dWdGrZ?_?n z&5DG`X}0_ajLzgiMT#P3%bc6ZF$8@oW+I{ilEI5PBO)6uPM5P~3)N4EoIYXGd4tM7 z#L0`ONXmwZzp-jgs06i{?%B%eiZ4)-K^o9|)2 zGOm>`vMWOT@oIU#h)cmRU&bH&YQss#9pT*hB6K@nyeX$KGW6 zjeQ^RS#;lXHJ+~t`(ZPcR=uxXO%=qZ(qm?!^{r5^65sJOrJBb^pW}p7`JJNsIq7tp zr`xxqP};Ol3YgZcZ)4wT)9r#%z&O2quf_uXk)qlkgzDBXRLhkD#a#IWEA6fproU!QQNKo#BzPAn&biY5j*QMNVUplFG;K%{{9zVF@g#xb<4{QgA_wso zOA_$$&gQ<`@t7=UdXnIZ+k{2OTD!QKHnQZ73m^H}?EES2MQ!5CT~|*r2M{j84_l2I zgkKV5OK+PRk5CA6SS>u`^xr5>s}=ei`FUy#Q6~+5ImTkQS!VB%S;YzYv|=y0jALmT zmkUugkG4|9^zYa*z4i}Og3p&#_YL#q=)&s09m|e6hR>OW)4<{}U1ECKGiGXDse1*x zQj8wZ!MyTfPf|MI+i{gBI7A4=*&fu=_qv)HM?H}`gf7b};xz~z=SOUY;+YJaWOOuo zpo86l%5E^gEwoU6L3bg(LQFTO%3-2e;!?;msTJ28vq#Lv)$$*xi8g@zwQpx@z*UVl0S0R0KFy1c>P&wTf8+ z(P8Abw!S`L$3aXOElQ|v?6m0yn?edE(u9ASF)`I-%Zvi&cXGg?WfU|itz`{F*WWv& zabmn{R$y2QkT&{FI;t5XsVe#-#o=eza5y$NY3h0d=RqWGv055G*|d6~8s2Z!u+UIy zEvJS)cga}}rC!=b6tkK(%+kjJiRca{qFm#EOVef?Py=gO1JQ9X6L(32xg%RwlrUon zZ1@+`a&kehiR7sXRaK%OHi}Y>UY_&Mb~ONrsN$=B)PPj zOV38DN#ZKNCot~!)a6_5jDd8;NXc3v}V{S8OUWUSHNihnO#2O9no{gRpQ@+oc z64CQBb(!W@RSQv`X~PqP!k)(1Vo+F3lw&EBLxM@KmEg{|AyOCIiQwyw{DR}1u@M}N zSuVKrQo>k%kI6Wf;pUbgz1FC)WcL?~`DVsSdri*K7bJ=GBZ1$ri#z(nq^YYw7M<$kO+2$o- zsl(1Vbr!(J7@uUE*7sZ)jt9bi*eu(q-q#kXg6OhM<<-pp-ydRgWZa#(cJR)0YRro< zZ$qIpzazy)i!pD_`7Ny-7&|$VwS&)qikxc)pUNP33D*u@i>3{02OrO(D86=}_&C(s z0g)ru4!F{>jP^ZvY+gIi{Ojqr!GPfU*N(eDiBV;HoK~mob;7lQ%`IB{`3E+2WObaYopyNz*I zJ+AGf3Zlk6I1yV8`ozSiOWGoLZj=ACbQ;Yj|7sM+_)$UZzAKI7v5~tFzFQPUbs&r%W0_h$>P}ZtfZX&RNQ|cmGp{PXMQI?_uraYe=7HR zD?0aizc7niwo~iEd(xY*02-3b1>&U0FAVzOJ`&!7|P zH5cZ=O0@(81e+`Pl~%7_CSXOh#@U3byt$5t)2RRmnZ+OFRwIfxD;J;|<=;z*IB=bTIq6X;WsUKQFz z{NKeIh_3eDq=s1E2vo1~jy{tzX)(H3deWXK)*Y~6U2Le(E|d=MTtvAxL`{keSmTcs z5ihkOLZ}$EoKwYi4aibx-ylU*#~!fhn68+F61bnSHkV>@DcC3`$!-^GAgY+pDjN)W zc}a|T;#}rI8?ME4lFawJdB29!$%m|n5IRXM=hVq7hi0lAS0kuNY3vtlx~*$0G5&Lm z@wqgX%g9D!sR6FB>7~Rf)%N_faCe_xYt*b0EvK*sqNC@$M2LYNEDd)L^Rb(uW3~q? z33s#+bpMLeeZg@mYYn;jK$b;x2(`II5MHHPw8p~mrMqG9F@Z`7E0 zk_~D4n4sHG#u;6?#su$zjUJLbPsq`L7!#Xvd@4d6t|hj#(3s$}?(~v^9y!aAGvL%h zY$aJv>tSU1WIy*x@+|spUP-Re8&l?==Oqr!Rm>;*2iLzZ2)!XphvO4MM_g68);XwO3IEu|)q`O*A~{ z){^MU_z{Zw!K>m4CUm}*=zL2$Y35w*n@}ike*X>ZTaC2ipiewpP-%VjY%E}ZE8cxz z5CZ>fNCNwAUjb3#86$9)#=$QPLf~Ip6PRp|{$WPvmM|gw zTWH#l5dMA^Me&5N;^R;WVIoH+g!vd|>B|FnoShIp{Wh3kI{T6=v0K97tYXic-^GdR z>Wb&g@6=%0dO}{iEAoJc%g{15og%13DD}kt2r+^){IzT5-A23a?Jit##TEQS`f+87 z$G26y8|$s^({PaMwn=B#q;nB=L*e1m@bE@@$PH*T1-4q&DJM7Tf#T@-HXN1n!zWRp z({5Of0lOW4nnT4k!TNFwQun*XnR=^qhkpF*MMLxw5$2%9dAC9JwV*m~41!gH-01xi z!aCKirao_}UCH{JD+J}NNw#}hhD&4UWR32G!@e%PNe=r|^})Jcw_5k78m)4#?t#;1;R2U)_AiR(PWXHqo=@ywB%+bO zsjTDCR%H@uw*vck*UA-cKHVCxY?2Rxb(olReOZ&p*F_&H^}iQ{=L_VB5}G319hP9k ztc@I~we{vs>p->4^7&ot-K>^y-gK{7q6GmzTwKZcN>TS)VOv>o7g0w$fS)_W84rwa z)9r=b7zf-$(^5jU+?}savv&v}nO&1CK-Y&jkW%BMm>fJ$%1{cmBp(EhTlI^x<<2`)h1W<02m@|5Z7*$ZO zloLQN6Bjf%*Is?=RH@bJ;D`l=glIZK6Uo;#z3#zQ=MLw}>u+-qw^kcbP{eSRD9xTp z*KCACatuqieyH3F<7iQkr$;vXR^qq{$wQrgv-}tew~l)>fU+&&CZ^7ULkD9yy+FkA!S^4 zN(zluoWItsLSAwJQ>LNSm;pj6d^FnuMuyI5tJl4H!38L1!LO=7dwrZ&;Q0vAubRGfdeXVkeSzDVboNYNi67@WdjNuJ)sX?-JME0`+OcET#I&=w0!iX2 zZQ3F$L5_&cp&;Xi+hzk%PNwjv>Ge7-nCLnByhoddO{SW~J1-o+0C($L za`BF-OD?`-nuDS=5Y0OuJ+wstj<7Yz zlcYpZE4jum2Fs=>|4{pHRD7#6Q`EK^orc6-?3|}P$I5e_0Ih9TT$&rB-r0H!8|f7S5g5=?r;0QL#tZun z2Pz$aC8UFvaMY5xcJ=Zd(>pGl5Y?d~T&37V^T0C3@l;e_rPYG3$2^B@FybW`UH-L? zQ3yOFuba9MLQcidq}Zz~2RR&e34WRlc35sX=7craEvngxJ|hlbz8SWkx=Icn3wpcE zZ`e^&y+*M*zH@tZ;>n^KT;#=!LmMYcbr@)}>~&ovqRCYAko2J_SCQq)$$WbVeL4mD^bM|05med6m{F9zt?#*VAV0JsL*UA&ZDG!hDy?4}vBOq9 zCDHZ;Rj-aY2?XW^B{7JM7^!srz%Myx--!Rn(38N><54&*T+rf-4eZk>pMNp5l^NQ`3~gbCvoBg?{qx5$Go)pBT=PJU z$*Dodr*Qn{4 zC^+<0GJ3R$I%OH#h;x8wGtAbD)z$E~lJD&{@-;-9w{cqC~wMGXw(ehEl;I4<}w(V@W`- z4fG}s^x{aKtpde!s31XGN)@kkN3mH%O0O}_|AQNMC`C9V8t4pkGT#JTVk`&^v^6Xh zRF@PDr1!fI60|P*mg9n=57l7Z5t5vh7L*+&aFFU~Z97#E0|%{-h=SQn{i52H{57|w z3J?-`JQm2Giq>n>X*I)uo{B%?&Z$y>H|>y}>+zKWtcCi{Om)t|Dr;}9LLmFr3>Gx_Vn)Zivxf)} zp&`@Y5dAo+>Xf$s577b33=bTqRwMjynV#)P{T#Qr^X;PJqEgximczAE+kKQ`*aCI&)x zXqU-fG2KbEE;0+p)hyXRQhq^9)HUUNKX2fH%Z|ZvCH_}A{qDu_${9f7i46)GB2S*( zEDa0dYhF`dd~Mo(aZ1Ps6+K0%O^V9@6D7^tFMdgHj*O`MmWGQfXe4rHTtcpjSOV^~ zak8V^#rclNQIxCr)1$|eFl0q46+XoWEqp*r;%c0WEWa)+71WkA zmXC0&FPL8+d(ETy*i$vcP7kTJ3FlQ`Yo}2Kv2gyW!;7$Q4zM9wXFS9tLGF0Iqhv+UPYD+K{2)8M-gD9**DYbxK}1jU247(&WDrBxbv0>L2ZD zJhVQT@$nmqj|$=PioI;gMYFkX$8Gwvw6g(l%vO5=_hr_5*wTP`omz*%ln~R!Ien5R z7+w%t5BRJdGj)bk_j{dAYYuS{!x+*A2)cs@*P#;lGn9wIuOBh=DB=FlR=BkvPzetI zS4=ld)nmBYYq6tV9M&mtmpsM;$nviX6EuVPsi;7cRSPTdTd1w_rLRvsMwG1GCVIutJwO&FuK{Wu@Jt?C*&*u zrm)!rxy4aYGteQd^J&w6pOK+~c!8pq7+#L;lELF>aKXH3uUKssu`$X+r8BKoJ&HA+ z^O_#p`lBiG%z_})uk>bT>!iuJ3KmBl@QpQ86)o#~E?dY{A05O_0NTibO+9qqEilIM z4qr=~jsVeRXI}1hu0})_m37BG$R-?xaOjYVfO2_%D5fN!gVie^vHNxT_!DDKA9;m% zOd@&9>PWB&NX}v33T116j@E(!l+_ObBkk;XE(qb>C3$OK1Mz&d{=IV$c_C;hJ4iM> zlaY4@T*F#1>GX3VHO_~(`a)yHskQqDITUvJ6Y|cgXu2)%#A2XtLHuwG${TY*+2j7} zn4rs%nmOV}G1^Bk(x;qZMtO+3WFuU{p9dPDA=Hy@f_nm2&j|SF<#YLuL7 zGNQ7DAtpn?4RLaLiaG^2i~I8QPsMtWXn-PslUQG(z{IV_iH4kHFww>Wm(+ytJ8gI! zi=k$H2nlP&jQBNwY+p z+cpYFGBPRPWr=Bs94QEs-u17T2-WLIj;s3HqxLSG}#6!Tph=Eqc(@>Tm8|D&pEaUOrms(GQd)Mie#MYeC~yrGpm8tLFJbimATZIcgRMKi46~NHbm6;30yY`J{#3blaMlk zi~q3ceN5pT(D!3bU;kw=nwT~xPznK^C||Jy*~IYDGMB4Q88A$xjZZ63IA@s3yI~_7 z>byxfr|PyLk6o~Espr~oBPJ}e4relk7_5UPtc@|6<@oMriW~++@SyoBIE%W1g zV~Lwpf(R+`@VAomoQ2@CM{kY{H2$?% z{qn#vft`=how}HE`XDrJv8FL<8j{e_Mk$U29sO&dI43&#vW(6x2|D`6kfZ?}eQ6dg zadfoe;DG38B81SxbXYteNetEdbsAJSS}*;u_-k$!=xAjxlYr8$Lx@7kfXXdR0xhjT zx+AJhnU)&3na|D=2M9lX*bFOU`kbIQa-RIvI2Ly=p{W}hSamFipt|1IpjX8TRo3kbIS7^l&5z%D;oReq}~5w+7ntd!|4h{~L# z3ixNT9zcDe&V^Mil!lAo3^GhvGE8c?5isYVpZCsauR&+~?MjSladrcu6o!n%>SYksiYM8~b|DkhJ+i^n#IkP5o z;5Vzhpj&QUvu0?SF$`-Cd(ZX)zEc(PTPjf#-)MGn83OAW`uw3XF!CDAp>v* zIub+?YMShba=xEfHpwjEoxLhd%OpFnL6v~pX*J2p!V0%tIGM0+C5o=wnFHZub?LAT zs>T^7yGUfJ?|rY16Ci;4XEJQzWe4Bm2zEN7jqj@RCqff;R6CfErLIX)J>IoL8KhSX zYLE!zX);K`hxb-666B>C{6zhZH-%x%G+EgOmQM|X8WF(MX>>HIIC>Bpm;6Gf)k8#t zh=D~cyaZ|&A4`kG_iWHnC3xp!lNH8388-wGxMqX`pL(fRm*?RtBf>W(c3CNTynq}! zkN$orAwMvvkO_@s6!HqTO-?2+#4pw0TL*2B*3q>F>8cpI=e2le52xs8m%;4Y1-BO! zKj0(@+a*|9eiR!AXgk#iw(d|h(d|13mJQcpPXpE;<@C+g^B~an~MeV+5CZ z41s;7jyulq_-tNJ9HpIO(;ib;!(vEut$yD>KkD~`St?Y>$^>PKY!I_lq_FPC_WrOB z*_b@Jb|-@Sb7A#9fb!Uk6~WCW?*9@Hm&EtV5`Wf;ECCZET9D)->W=OY8-9P-H*93U z*5-s>(Am~s<3h;XAGS}r0Xi$mYWRl()I9jPlUEzYmbRgBERNnjd{=;Xk(CIyh$kBG zT&uC*MeJ$V5^If(=o0GZBC{3ugrVrmo+XY?vL3$R@yqBI9>7B8zQ%6LDDVsWKaP zT9F{4FKRa}`qDs2YVVt%L_JVMyu^kGJ^Uah+{2iV?k|KUaDLfn0yV%jA-$A<;yjqc zcfAMS2<9PcekvMJ=>)^XFN%Wu^ANzUp-d;)p)@Rqkc5Y(3_Dwo6PNzzuRyvru@_B z*N=F=QqlQmT$I$Xb>1*!w9whkDUZU^9t194bk$B91RFsWN?rl-7DceV? z$u>^*ht5bgN^vA8;O~IqoG9RjGdi~1 z21tD|9zW_)z?)993@48Sv&-1OUQm7%56myYkO&zC`8|r?JcN}@(L`w*7^n|hg8hDIIG!Jc{XS-3zh4_vjR^MpC0jL0 zHVj7CuVy7)#F|Pjufcwwm*Z1`%n%Jwg!3F$Dhj$BHSBl!=@yGvu_%lHsmGvvJPL~e ze1&6(JyrAT%~m9ch>O}yi?}p=kwWj* z?ok5!tqjqBLbR5X`mc@B+%R4-h;x6h#`uCwH}o-1u-^l$54pxT?{4~NjgE0*lFONN z#KC@FYs0me@)NH0HN0Pk5BB>Gn-1t=C)n>FGU{`Qop;nm?8F|E*bh7G_meg(i^-e} z-bZuDJR8j`Mtb&#YKVW?hHzch1pEEl{Icd9w2?Kjh08jrV5S-2=AWsu9zXbPe-A= z5Z-Iqw?jdAX9uBi#+t@tdnGlQAiPE?js(K{a!{NT!uuN;om&zJ?`|||fbia%MN1sQ zt2j6ygqH}B5MDl#7>4vrJkEyjKAjyBD^6F$5q*tbw};D(^y8&yi>5lvw1krr<7dq} zwADF0X>62LDkJkA(H-gIQX@VJ91fFZWxW3r#d~$q$lu>q=^+P5=OIR~B4Y?IoQ;cf z=lMP>XT062;s-nN(ZLO3Wp?1>1UpX`htGv4zqX>rxT4~pwQ7LF=AdLrEZ#n{IA3^3CdZFE;oC58GD zfa>!oZ(LK)*5=PWst=~K)7@|(m+5T?Ke5xd@M}7F*&#lN3 z>mWo6X4y1gjH6^+OR>I854&)*ydD@xdp}8snBzR?19XD5BM}6nL|(~x-+iN?=HYu^ zhpjqY;MRR07=}lltUH58wYkGU>1hkli!~?=A!H&?t_%-bvv5!0*ktFMvDBD~{YF*e zSTKT`RNQjLpxh*Q^j5~r)Hqz819l2${O_NrR<438#o22%7BJ+o@z}Ld)d(gJPn%-$ zrGqkgBba>Qa7;dmx_Hc>E^ZlAjgE&J-DImq$=M$x>O#bWWEQxQO)jsYF1Vjg|5PN# zMFZsB|B<`W$U5ApQ5SdFFxwCmA7uO<>aex@tVj^i2DO_OZD_%U0$GS<9Q8oit~b~a z!Io>ZnZaur6Ve@oKwWTt*=PbyJ-8;Mml8`Pf6tUA7cG23lU{37D~XoBHfZIY@`N(& ze(*5$LidZXi+rrE7jG9?8J6EMRK;Sq*!(Zo!D*kd5p+!9>E`KAGFcCVpb!^S_xHxs znT!jnA0DC`PeeDqnbZw!;A~Ey6bB%gUa7(KV;kc1!9?4J9$}Q_QefT*8wIAWf1P(d zVpd0d%lq+XS_JPgCEEfL*Q2~~5~WEe`4V?w=8`{9k~-6dP+d|4)jFL~nM+cVnehpKcaX~e);jv*~pI? z;POi^CEV6m@{f9MfzxY^x-FuG+!kLYih>9|alN-~->5wrR-|1QF05JFCu%&ren^Hrki;;} z@Ln;3{=4&I-m0bvAQo#RsxM{~`#r9~Nm z^pb)exnL!8aH)mZ9pZ8=8dH-H>k%!Lbjsj&(0B7GgWsb!M+V&JS-9bgT~@^I5I4e% zSlX5!W<=L};Q~RgNTtFPjqriI*3GS7zNgjnhP-S17vPUQGU=ybsi3yR$Rv$reTby> z5su0LAof%Z^|fc&_Vq3dLDknAsD8xFnivjB6l=9Fcqhk#$TLO$iw7b9 zZbp9X?Q68fhh>+`mhhLV|JAAW*B(R_u70IGFl~XQWV)VT&M1KI_`o~t~R`;j~nB8zd9aZ!agC0pA)HZ9tNvZb#W7*DzRT3 zgGDjQq|iT*%r26X6S^4pd9)dls9Jjvkk`Amswn; zJPL@@NRPS_i3BV25TasY(82-CLRi&f8(?_O5b8;AiZi%+jv8Qiz7<(w$)9LJUX2Ei zam48H;8B1fwz9|&7~5RPSi{)u)~0}0+sJ@rjfL4-4ZXOM>qREO@VXFS7>-fe@1a~n zjsu}gFvHQ-I~I(rJ{36r`k?$>3;sTn@i%!YNb_-V_2{i!6cNbbbrRMWay@Ur6t#VqpcTg9~GU7?RO5!c7k*@hGY9t5aMG7gm~YeYD8Gpm)WXOa+1mjLKKFW3qsVh$S=b%hNv<>*k^XiU3YyeTgm(Z%w`Nl^Kl~G%Gb_{-6!7V=*-0B;U=cq&+Q|dBlcwF%>!qo%=rHUKGZV!HWG{JHzm1dnb4y8J!Vc7O5>IES`jsGMU)r;L`lvO@P;E-o{~vNGKor1 z_t^+aAMb<)e>qc~T;rWI6|cUB8QkZCs2xT=S2BRzwKR{ ziyUu5o-Q1M<8DCVoKZCIhK+Ej^Csb(s@n!Xhh12!6_Cy-@=U4fb{lTQghkfjNsJ)| z>!6LPjWL=fNqx^1Sx>PcOBWK+ba{Ruaq?}1L=A8urI!*;=~MYfGdHy9wMLy1(Lzqi zv~i+6z{ZJU2|*R6Y@xi0%=cg)Me_a$=B$R;L(#U8bW8#1E`fTI0vc9mqiM3|=iEav z5Lc2olD1Dmc$l&GcM1OVVff+o%4Wq>D9abklQ5w8NJPiQj{Rt3Y6@- zVX2_9q}wDk2J~%`SQ~lCZ}*8jQ$zM=A-y(7w5nd#{*x+*ZIC!QK_WbM)wT<)k9;Uz zD**Uv`C0}j>VfLPrfsQmGH-HNhe7~FQXE^GVR} z)r=jQU{=dP#AOm=)Ok`K%g)o{_-oSXPs7Mx$=g?wUnRz{Y$*J#Rx9e5Fd~%RK41~gBNz9g$p7J$Z){4e0ZQ* zrsI#PfDbyl2R$5&%WH9bw?Qysb_lN`YC@v)k8&uPLrVSs*jD{(e?%qtz5$bB2De<_ zZ1=kCR76so5cJ)~KB+2XDF-%|IB~-940d6JkJx4me1{zv&?~v!Qwnq`YF3Q+;Gm3H z4L@XL#M)auVXyq%(xFD4sm4D&Xyb&fQH>i;QjA`-_^#``CJcfPjQLg5w@yzwH@Yuy zJCn|y=_~Q$TxUFaB^O^Z%@h6FB>bI^ z9@?d}A5A1HW&Gx#%1F?}uc2^OVpt$TzZ|wBYzpo?Nsgk72s2@es9|js^k2vp+ru;w z?qQNM9W0mAneH0mm*w-w7UAd=ufw8dZF%FaRfNVXZR>iN41tdu-V7?Whwn-|g= z+g8K@|MYN5de`F20uqtT^X_(NnN1@XUtxb-x6{K0Lhi)niW+=rlab|6Sfw1LbimSI zQ-{Jb7>F(M{RgWEBSeLw5^**V=ZNN`<-Qi*L1y629=5)awQsod4B@TC1EQV~!n+ql zPYA|=WksL^z-Yj)cf+*kA|XyxS}jmS`y>$W!SH^w}fj7IvND>BZpB13?bsBJNBGdDWzupM}kX#0YyR~Omzimi(X8$>wb^EqcT zw+=m(?+vl@_2CdQo|`?gD#wCRRHYbt!=MZ$Tp~(RrxdIUxUd?$Q*(>z<;qB*; z)^m8<8H$}*POjo=*V1FPhhxEGuxDyelm;CX1mi6ZHzen|EL_|+ zgN2lY50>;&0vWVEKP^0&kzQ+b;1VrAkP^ zvPZ{V(HL$urxY9?i+HrQ#?(AMftAh4F`!`fN}~T}BhlEvJO}-JgfTK-swZm3ZpviB zuncgrT9Ay%{!lS&-NfKCeqz{als8VdHRCX8-E+Va?Fy+5ZMEr;KBmt_Z%$#o$u*{V z$8E+Dv1>(+2E>>?Hpi#JzHqIzrG>^chbX6)6!gdyjr{0C3AzZO7`bne--o`N(TC5a zH%A8g@Jz8(QKY2`yBt3CGcj<8fvT~h3!-u*uC;kxKsjy{Y&RAcr%S?shRN1_=K(&qmsY%KVYbF@ch}Dz z438CHkR&=0R%5Nt&gI1|?JX)@C`GP{*ZB^KgeQS8oD4O_SMX`atLt|GuR$e52NH1w z6_%F(h+)^g<6v9twx``lII9+`+Tk7Y@onE!wIFP|uopk#7sa#fwepsDe)B!Qi9Wn= zo)*v@7ySY~1--abn|+gqnQMG2Pt7;qpG>5nB6>&~z7bn01a?lUVne&<+ z1K@`H34vu@kl+wD6bYmv@vOkpv8pIN<+*Im&PP3cbPz~90!#vqTVeo?zW!cI&|hFj zjE7$lJf`Cwbm*mVD}BZ}vRiDlSWfqaBGY=u$tZ7}y=Lq6S7Cdi5hj>@6Ob}h=H9yA z-fL9;L$~E(*-x5jS;x{}++8S4IpSbRrE`6drbI0cR|_M@$f}z1Yj0SS#G(wPwMrQW z*VvFEp{=I;lX0dn7Q`Pb6MOy;%1LLFZRg4vNfMu&pkXrgllWedb)^+qA{9)u2p?b^ zFGo+2&4gy^r^w!FBLm(062STyTrV=AAlD8&*u&vqIz)D))s6+Ds!l2R+@Q?e0Opn$ zb5rLH5*G4&E{6y#1oi`{%%Z(j3|Vf3;Ec3d@O(s6DxTjnD9<;6=XVXq^P}g-K4#93 zeeIxXv>9sj8e26=PEZ*a%0=8rR)U-03e%`Bv46;h z*@ocxFF1{n_#}2ztXRK|JymAob54 zrQ!Ut(FAIMYeIS{u|hMEpB6sxNv}1kl|;*ltbwRjJ}8%Et?sF3nJ46Rw3F7@{DI9v z=_TG_*A}IjSUQStb*Yvno$9oQy6@ibXXt!bTZ?=u-@i! zJDf2#1CF%sD>)hvga3;;J{7YEuG6-(sKK9JQqUt8_T>6`YN5&_=&S?@gwTQ97_TQy zCSkm`)0-m$Gy3pf zr=)$$(O_wxsIh)a*f|?)m|{uoW~$(bz=qAGcg2hiE1^(cY*>+fI}|qToQ>HIQ&j>9im02FyX|LP8Fvrx%Gl5!-^*e7}BTa06=RsKmh@} zxI<+`=-@8uhrot~#K-SNXLu2*Ap4GT1c&Jnf@WIFRDRV~+iPE;5***96fZL`x$l?I z#{_)W&HRWpfRO+dL^2oWyA;bFX+X=bveRDVmN&6MDEv&GMAHwF!O>s6dfBPC2XF#T z)48(S?cjL7uE%QVziOGEhty(+*#LP8C~Cdz%VUxF`nc&_A2SF>9frdoFa%x_$FZP} zobVS_2M53KN`?Z!P!*#9!B9QnGPD4~EDdby2R6zn=l4QCX?5(MP=2s9`o8y@U|SZ7 zs_F6oN}5|iB~oi(|KrG=X6f&-iBSB@YoXR`JqD5SB7?jXGy4mwsl!xv` zRz1(luRt>EWm81OFeh3OFV;(mVocAe55_^GW4F9RqTiAU)!|xu_}Rck&u1?(m#_+KNEX(#c;lbGbjxDYL^hreAYZ{%}SYe56TES z-|!;Fh}0Nb;-t>!Jd5C@uHdKF4eB=I{CS4PpCM~j{JCXN{t!asrs4Q=6w~yW!8BC{ zRU^6+yKJjQ$%z#srb(DK8qwUeC70JQP22~je<~KDG|%~8+yO<_%14c9y5EM`G4D>1 z>5N4N^#_T%D4I3F(+eE8Z#GQ-Zr+1n+q=WZ5u6&jYe9h{{~aUeCxQ; zgI9yInb)Y$&dAv#0=x}PL^HFOW+TJXfsFBfIokqp>>CLa{nubxtoS=#k4X~b5JNM`Wo=BwLfA;ORMLH!%eE(> znO4x7BLmGe*=yc;h>%QAK(FnQOecn=0)I)7OlC&(p_s;!zT>&rq}OU}ZwotQgI-c> zsGUm{91-ZH%hS7JMlW58LTQr+iT0tBtuAEW4uxKN<{&iQVohVzB$%$#q?4_TQXC0- zsRxR4qL(@uom&$0(gYecpqE-%w8YU%ih~29mxvIFUg9H(0c(!O<81WObs_Mm*R0|O zp$I6(fLID4Eg?oUf>Q}bR-ZC2Zx$Vq9xm1QQs{8F%qnC1?F>L3^|$sXRDz?F zlsX+nDQO2zDGbk1l+sX#OMTo%IpyS1=qIf#d<5lW(zc(DRX6l2;=Fmh;Y;>rA<`nsg>h$hqy9CAWXwL6i%Cd(%O}{V?ntd?*MRNsG64s2VVT}%qpPtoOKVpTGIccoMKWiD zON3?m+z=fi*v|h>>X2pyGBHXbT+IAVrHua0hHTwt5SHm1jOJY9ly}c&oDx(1k~1aZ zJ+8`yg-BKRohG$Sg+%cMdpLAiUE$ z6waC}2-GWQj*V^*OHI0Qz7ZgigKu^?i76Y##I%7RJ`;>L2IHlT^{E(6B1b16e9KZw z)>qhcNw))piF$H=S@W*j$eI{tlJyAefYE)W+JWcVuqh^aLiOy+A^G73Fz?gQc3_tV z({0#vTGtH%O4ah~24{|qZV*dNx-ozqFzP}EUg}jgjEQLj1u?J4p$%3eIuyQTDP;%V zXwxNK)`XsVeSTTr~gzT7JHy4AWrjpglT*K3v+ zgO$&6>pjn3e9fXb_jBW(V2!x>rPV?CH8?Q>=eW6zHh!$-%@pbKRs1Z7pS?~Uzt(qK zrQ(cRx`W>Oi@^$9>eX3T3^vcUTHR)=>uE1%KUxv2D0?%#In=k|pxbHUx*B|eBU2i9vIYkRmptm!;wyswwQhD)xv38(Y0@yVuofS;1;q47SGJ z#Hy%m+y%7E241hCL6$x>`XW|1*hGEs!Keyd!h=372J7o?bFSykdEhvXU<{7+nv1~+ z9UQ#TDdYT&HuM9{R2ipN;(oAMbQ2t@mW%CSxqmCxlbln*Yp>nsfc*E*oD-^O( z498|je$j7}dfXRm!kIr^cfMGu&Qv{muEE^0feRByR=6upL9try*L8F!77op@z%oYy?Chyw?M)!aT{Ktj2y z&2kmm-YxQ@keDhQkA|QuU6@IB2+gd&csDFqe$REJ&Ez6)a6+$Io8N+(vDSAh(X^%Z1Nu3`Dysbgf7kx_H2mu}yi7bK zdsx26bF+deeA6@P};!R)9|&%+573|OpWTOy@~z~*6Wst z4Wsp?D!&_#Y#x6?-bQ}M$E*H?e+PpO%hi}^)kEXPK0Pt^F#LK=q{cO}RaR(oq<%Iy zC{j5oUYB@tOi+L?EVX*%uoi>0rB=NT3j!UUtPLMCbGNqIEY*8uc(2wR UIlTg%u!ZaWK-=OT9_~;7|7xve{Qv*} diff --git a/docs/doctrees/idtxl_network_comparison.doctree b/docs/doctrees/idtxl_network_comparison.doctree index 35be1ceef425ab741d01f0072664d97289f33807..f89fcb00ea8f3fd8f112a7a40c66267977f1fa41 100644 GIT binary patch literal 52001 zcmeHQ36vyfUEgbFc6xVbvzug4CYw~wnO$~gBZuG;mRx|aVSx}Jh@q|Su9>RZ?yjb* zdJiE6R5Xz?f@yi`g9k)|0V2qQ=K;J2L56olu27tb>Sg8KV^SAAbib#+zs zWDndtmg%ngj{o)jzyJ3?zJBf0FU)^t1N$%D8TMSSdve)swYove35W64R?r-DoNhF{ zZ@Bk$!#jsd@oe8d5e9>P(;3Da(4y&j?N;CE4(}MobJRTY+TpV3KNC95$P2ovyF2Ah zyEAtTm)zNSD)OSXqrHlEA9bP=LI0T53_3l#?}g||t{WU-ba%Q7?soSQceA@Ee#XIqI3& zzJO*PG#sO)-YA|u*=ZkQ_+WAL`VRPi+!<2eXQA&6LNJ0n!C*3RFheGKrw)a$1-~JvN%COYt_y)dA3j%^&X| za2R{pcSk3syW*}A-MoZut}F4FWq72K*p-1e>5ut1jk9*FECUomC-YGxU?QYWz`Wi3BE$&%poyhL5I?*t`yxs{~gSI0yNru!w zfuX(E8oGDI)A$4l8phumWj5vSPiIM$LU(wbS&p&&*^)#*V%2f>9#ylVd1ir{z->Pr0oMh>;0pp zO&9j4*)Tq=kan0b z@|t$LhP^uqE$sT1*Xgw#VxiMIB>8sk0Gvq3!;p}Vm68zmqgXGS(M@uU%qzQLm{&rr z%*NBvYCjnCv_+B_Wi!p79rm2HhQa6^Z!5Z-fIe}DN9IXj{|sP!9!vI%QfS8MGi`wF zlMZmTJ^&HHb?nv}Okq%N?guBcJA^J5RyZiu?ZT#tj?X1%HPAFf)?tVADFu&=O1rwxZ`2^n`Icl4Br|zllxa{_mjS zZ^p+Is}fvmw9>-5j*$K+f!bmN`j^t5N>DGL=XyaszEG5NTZ&)X|-8fim?vW@OwZQs5VUW5bS zzI~Q$g%Awd*QE_UXSPku=s5ib0{9~-qGGvC!)gt>tJ<=PwFxDkra1)3=ujOC{;||> z`I7BXYYqdH(0p9euu<$co@PLt&n|4qY_V-a&pXD5LA*L8l5X_cV&C63--R7UTMWzl<#Sb9b1a2tRO zSyG$W*jK|x=t0wmYK?X5sOjQtL`U8}ta5$56>P0I=ik85eP(5JuPcjg zzBHT;Rcdpb>y>cc1s4BsahzYyn&wO9RUNynsZfW1y>YJvzXgu6Ue5;m<)SXuIAQQf zj_mQu$cAN+Ez02BcK%DSq`6@`x?Q}5PNl;mo9S@(S+xG6F$>TALo{MXVZLC=_nDk& zzH&3$is{ z&HGZrUTstOMGDdX15A?@@Bm){zfx%hTqFg?kd%jy1`(0pj+k>xx)7Ns%jv=dlEi0C z$Up)Qole7PwHWifWoLQ6Wy3YlZu3YOaqc)mTjZM|ml)$Mk4)`npZ&n=M&v6C`q%*A zf}}=vyIo6q*^OWjvBumBOj1NrXpszA2?ZlUP)|2UT5_+K58~_Bge8{YxNHvEcI4D?PC8bPoF%d&Ap*>=k7dt7tl={j z!TLoRVtb7mao3vua>-}BQDkFg;UDMHY{|Xby~l9o%PF6>9^q+*8L0%Ih18oOJbgC488vr>d(o$fd{N8Hd;@|p0sB32(D5elki_x z#LIH%#T&b8!j1kvQI`e(YxtA5;|Uh|f6JSHl{NSO4u6!uOpAaKnZ*7-k9vcXxol{{ zKC?OREa86>1Eyo868O#NIw9~ojMcz-W+E{oTF6zPzME)VRvnE6h6bYCyO^|*1O$i} z*^v>ti#I+)f`Cuvc+tEr%U#gowo^<)$VtUFbK>jsCq@i* z#U8Yy`f}=&%mkXxlAQHpe&rD@c@~aQrXR z6Bfn(IVsiSbaur+X?$e?eLYmcRQIi9mLg`VsmIK)srwH1ep9u+Qv_nO0;KMP?p^M? zd>3S<@evdiB%sKg|7oHI4~@RZB*&6w>E3XY+-8`$pj#DD-|mJ8$T7p_gd5;wLOT)J zBvD|&j9?p)G9T7qBqfyoaV|O${VC(HJUccWM*mj{*mZO9_GjZPQ-R_z+vpI&EWcVd zj}S2>BTzFPLx(I%il!p!3V%K9O|X!w!5TudO(zt*q_G7z+3_QD2AGh_q-eoj74dJx z!eN0XBP_D>N<^od{cPqA6oKs0ie8J4af= z!orqfcl!^1*HiSXul=RdMbl&fzMe0@pD4Qk{U4_uEYj>}t$_HW&s|Aa%1*Hsv0RlH>U4NgKG9XgCr$M797AlQse= z5otO-sR`vi`n#DEfAzJ$h(!pFog26${JxL#`%P8(J&PSj;^ay^teFvY637v)0vxkE>4(Fs; z`Ig8umeORTZ=s6i=(Jz50W^_X5+;>6zSWpm5lOb-d}5GbijhEyo%oh8?!BCG50zn@ z|88o%N3K_c~ z^axrPHV9H^&H>Gb(VwHqGL*a(&(ZVh;vI&FNusBoD&n)#@)t^h^f_wH;SdZ!82!U| zXp&X4&@LWLJsieHyj39jf6piUyE0Hx6hjIJ1v35`o%0T8WbA*4&%+5k+Ipv^ze-Kj z1jLq)vI$I4y2@C^BUW&h5XtkYi0#O)iX@C{Q(LMF(glEcBl?4Lp9kQQb4U$O!tm^~ zIpu|=rWArg^Ar@6$K}xoqB8Qm0@J^SW?S&DDg&u5EEE#C9Gwda3nyY3VIk6I3CoX5 zT{~Wr^PRk+79Xp@O?{@E3_=#wcSUk0j5n5{cS@^~@;=N+ZVKaNi6xb}qesME z-oAZG*mOw%L>cnZHe;rlV>ex9pJnY5Tjjt~Dv}3kar*ah7QU$r3sdX!aX{>685c9Q z`3!@~+ytMhW33%stO^)!)5elW8_yEF-^1~K*MxXKFbZ$Yym>-dtgw@n>XTsg5suY| z%3!50$nOCwe~Y11Xc2Ji%PaztmHP`!AQt4?3N#f9l1pG&SZG0V7h---0gpWYxqGsl zo9T?!cLQ1Jqr}FboVVswOYx@ODR@$O7&To)(h54Z*B$!*2};B>C^TVN$o`}Bm6hRW z-)Fjrn^KM3-Q+Ai#7+^E0w92OPfMK7&hQ(vT8JbCK*aTtTp(Osbv&sf@TY%m>}SVb z`HD_m>~mvnAaG|Y$3QOqHP6*TVK&JHQ=IpbKBma$2LZRMzVThBJqT!$lZOEPufQ3u z?DWHvkyz{|M(}K_9Fn~>BTwc#sITOKN%BQSwyf}9ZV2s4bj`C9QZbgxSaUP}w?mgN z9?dlI$Y=m$Qcq2co>?8Er>`?cjSS8hu=56Kj2ekS$Cky*s$=xx$uVM%Fuv$B&`G}q zF8U*rH9>Vmj;$vmS$s*LR!q?!nTY&!bwqxm3L@tIr0;5Sk%`D;q6Pg+3C7bCnY?`L z4wDs^OkmC0x|b@&C4Zf$E8>!z04y#xEBFOBTuxl_`kS~Om%AQCszh;MQVFPnP@yW+ zl$q5sJ`_(rkP<1dj)AClpDC8-RDwwr+2BgITgDAmLY2^DYmJP?2y5-u(9dH%3 zw{m<|6{;E|l?@pd2mw*7CP~Arji}PKmNGLqSy8BznY~hI&XYtVNh1EA=HmZ*WyRnB z6!qXS!9)Tx&b~{=;rI3@!D!?0A8B17q|@@6Jf@>Ev3MLtoct*rlFEQpHZJ1RlO{T0gkyUOkMRr80Y|XHX0D*RlrjQZ=6pHvzh*&qkp=hG$#nl$e1f?<8$h;^J zMS3rVv-k>9Y7Kdz`s9t%J9&fex%S#wS&)R6^>fU@A4Uomi6iV!xE_2jI`Fo20$B`F ziSwZ|5UMhC!yH=J=SE;@Oc3qMT(bYNjATncj}Y#Qu`zrR{WHTkV`V*#(js0_yi198 z7NwHIiSSt`50oZgmhgX0K&%>w^{<>*Mg(OGEhYvPY*+rpoOJVa-l;UT_4>l~Of$j5 zK#a=dj^>SOoi?%q!P7IDBA`D{#9Qz$Dnmo&{}LijT-$}tc?V63?+Kq1XYgoqnVJeG zur|ThIhTy6a%3u!5h@rr=}e%0*QnmC#bF#6MaJ)#Bk&W;P&=hls91BE5!{UJT$Hs1 z$z_xMQb_?@yVsWjN-QISq~J1o!DGP-teABlSCPekF=4mhzo-ml^ut10jgm7!ot;CBPZ2N@AffnP}N2D%9?p~-Dyg7~3QAPVs(xC)B@_f?}d zw10)33N`-^2*L&bGi9*TMVO-TzlY8RMVK?Hj0h8Zvqbo1Os+B%yUyoY0iqT-CUK!v z8by9pRAfr~@5_)dCBt+|`Wr^Y$5e*@s}zVrh6%29lwp(Hav>Ix;Z#pWeZMxtWOyt6 zDN_|89WX@wDReFg zDH17l08e==i!l|+=zD3m0%q=8w2Qlo~ z>I)~N>Mf(FsyP;(zy9>Wj=0XFCX{J%%GhNnqwkg^Y_DWwDYUvd1tD z*#(*kO~cnnSy)KZlt`74Zg3ew%AL-oR2dmI!w#jQiDs|7R2lzUNQv>^0xJ0bO`qOM zpT4a=eFvY;WLnG%)+pg+>5^yl74p&y=_K9H()uVVhF;f^4I{KOPm5Wb1anc=a8hGr zzf_BX89g5W!A9@7`ROq4Q+?x~JX7f~IvKNaVipUMmeFj<%p6HP#A|EE&38~)$pe$X zpH@UFo&53$y5^ZQGA=KQ-ydepO%$e?9A#y_=x+eN{AvRK)#|{1X}y5wR=b(9!=X*= zdA?dwDJ|cs4*a8&13x2HE)y&hdgB#nufCha-@P?&Y38O)&7tdrl9QAynZPH{0eRMC z5BsWveN7dx&CNnLv*r2_c`J#!@;^?ZaeDGrt|_(!WF@a80Iy&2$_t6aB6)>VfhABp zB-ToP^2$DbnBccBG0iJ;9;kjK#3dwhzmgdTahWbk{QXyw4B-~CTv5_lEfZ4CmVJm3 z_2mM55LIQR#IGw(L+d8jX&$pYqiQ%Q?nU)(l9R$>^O-5}T8bQSCCPJQtg9Mv~!>*uXCA1J>8OE1lEHif?-neAl zrRxe$m#)!yX>PEonnO=$%KmNXA3w97L?* z@?$dsZhtpy@^#F9sWHdI0sU&ZL-^9S4p@uo=GjFHIVy{kCNHj{T_pano)+?9#6xPN zwaL62Pt4Zrcy*DPgHCe7~3;H~)kq|%#O$jQ5PTn*Hb)1z=yE4Rb+aOpR2_XV6O)NH_iEr;jYSe6>` zDc4>r$Fti#*OtSrv;*8ncfe})QGX9gq8c4g($9jvTiQ(WbR z`@wPgSqBWbY`xf#J;=4aEGNW%i7deoHztxCDDKl2c}EDZ(`Sib={Y$l5F^2LOxFl- z4PO@cQLsu^q(DD~blVN?(CZDjA5bGYA-K0z;|B%|!z$7&Dl}m;ta$icCbog#3J5Az zW3Sl$&wssw|Ll_W3VG86yOH1yJ|21blTK_rZAU6Mps=ekqDq;QKB(*jHJ*1VYWFoC zD8(OmPMeX{HF46_8@WQgw~RuSK25QkT?3u^Gw7e0)-ztk-h%ojB~OA*r4xW^wW>Zb_A1^<&}&}064p;+lRA0B4-;Yyfo4gC5RY7j?W<13FK41DE}-e7~}W;AY2P|)K-0J4(tNHdh_A*>eM zuv5a2PMmfAUvZ{>sVY+`gY3^4Q}cr|f5zweJZtKI5r0(a^qWa8m}R@e9Q~;x1eB^&L+3o#Ic0a}D3Y71*>TF?AS*7- z*Yz87K39nmsEEV=n0>$=X^R`l~42F z)1k@u^j_)rDC1~R7CkCq$GKQ0IXkF%)X5<&0Out5^YOU`b|SL3bCG>%RgtAzZEl@R zWN#>cc2tU7J2`66pX(GfBCYxMrnz>5ohR9xMfb@GQ`*d7cGrg*)GOz80Me$`L1O895?WWXaLf zSp3cm>s1cvjm>I%Q5pKAgo&bg&u1hug=rg|SW;R3#xunwCeQU!APCW-c?*ixRYj;L z4TNHi6#{;r;8^f`WpL2NjA+5p}1$s`F_}tGq|MoJRPc5K*pvPMn^Us&~4DTE+xl{g!I8}dpLaKgn6je2ge4UGN z#HPK@qb8c>Gn_KNUxqTerXgW_gpnmb5+GJLr(l`YO%uGozyw0mythD80SjLvWnm#r zLw3@jk>69mBXj+Vm-xu!V(ddI@!Fhfe2LGNZL-8?iaxOtANJ`?m-xJJbbhzEbxUUA zsA3-d(p!1qElPf9`>khObUP<&eE4{B2Tng$D}Wgb3!u_y<2S#q=W(iU{9|XTu1DfZ zN&4n3x69?|DGm_pf2-{i6_rXC_AH}oo*^R(7erytKGxhU?3op(sCrgyPwFMk1KJZ) zPM%jCi)XJR7Fk6;3TEYR(4LrBG^%6q%E_^iS7Ol4W){onZ@>ll)dc=Ws{?<0y@1c6 zzq}w|M7(UNp{z#CAEpFYbnl>n%U7@T^O6(6s!t> zM&1w0H&S+!tl&+~m9hB!!Co7g_4Mm-A!X?kOS5mD&0xB^XEy$BLMf5H&vWVfY+32^ z|Acz*8l^-6#;0+=^?aoaekcBXrOf$CnX|G|Mp@v+OHs5R3D)jFrhr|+S{8i(?H=Qs z6Gt*Du3_5++c=EUminm6ii`F)Z*USn?rC27Gv-F(f8aXwYh`q(^actwN)d;@M*qwl z_3>Kud~pn28cx4Zj5=Y+z(&?J< z3>CqAKWE;Pt1^!&o33Td%RLRt-1P&T&*zI^viHD|JD~KwpOr;0N4X5$QdNd1wekli zlc6(IgOaF;GX%idQv|cZg`ibc2o8^ z)`OFY?EjM@m`6CJKT(y^j|ZhcR+iGEqnZBQ$j$cep#<%u0!EzE$kgZOw9);w3K)Jy z&TlI654Dr^H~B%=_`Ra**0?~dO-q91D;cKcIa%8BDChitl;M185iNlp|H7Dm zzO+S@w#?13^|YP-6tz?{sJa#XGb44H{k_gbC}MwI=TQ?)a~Y@1o-<H4O>d;~7~B zt!_@iGOL>=m?|)V&@`J0G!>eLuaUB_kfte7+9H$lWL|0RbnMq_WIiqSB9&!q_8MQ> zayzKNf4%1A^ofFH|lhwx_Evx-Y%cuas+31RQsWpco*fqL|!{wMy^yh za=I;~XTQ{L51ep#-%!NAcOH#rSDmiYx1*qs{Ke2)AR`PvR!U&Ja)LaQmXy zqnlhiz$e6b3;c=GcGwg4<3V-CM8J#bL{)oo+K| zq17;+9YiY!o`x&J@%a+-W!=F|+5Ng}cUx_z4-d61|btwE<(msLwdSoQ#SqdWbs z-6q!UWKTfdZbi1!g&vpBo%NO%+Ko0L zBA}d+tHIqLZwE3VGQe13Ee72on$=f4Tt+^`3Z17p}s;y zchQo9BZ9L5(@4+aQ&)FTI1rDNF*a;Q0Y-BgEnp%-NJhC<31KI4<)iPCx)WaT0%02M~ z;i+z9pRBvys@ujt$nlnTKuchI*s-zTUNyk_4neRB*?0c6-VShMC@1lrrfUNpu#vAj zP@9nwy^jrgm|_l^De@xlf$M{NAVoowe%~We5W7ibAgAAKx81=F`>ndyfhdOrEdL%x zr!cqcI1!#*+{8ut$LdapF1of`EjZLjW859@q9KXrq0?UBO6{I_v(r63L>XSZmFp8M zV8|lwfAz3BqI$$GdS{Ze3(!EeBIs0%fy?$om~`=O<7pSa62l&2v=#Mbn$}Q@J)fb6 z{IlPq?WcqP3sJ#_$8;M#HDWK0hVJF~NUz=PVZ1}<7#nFv)8judKvKe=&;ph1ILP`F z-VRFu9PTuNwh{u?^rF;5)q2(#aaPXCI_);bhpz2Mq}(q~k0su0h-*+E&0s)Fd>C(Q z2DqV^u_PSEGdGFn_kjejAKr>3fE^Tz3KR_)yJ>$_TEuv~O+9Ap+vatf?LiBRH&~@L TkGp%D0d_d>ZFrPhOw0cVY)sz} literal 52117 zcmeHQd9WNudDrpI)n&={16!6o#uj>#rT2`1f+)teY-0|ANEu_hV$5cCcix*>?d~i) zvpO8xvAJTygjC`s;V7sAiV#SV;!Yq{I1r9t0)J2mA?6AW%aV3_`uO_0`s@C_ujjtWx4iKy>)3zMwxH{Jof8XoqtWpjPB4gO8h*Xs zb~@qUp~2q!2lou-quHK)Jn;Lyx-*E@p+?>HT8*C58QeLDwo>)bYXu9U{dC~eL(lKT z&D}|N%ALM*Fz?Prlc5*39PL%KT#Vip)B%A8^>F z(1?I_w@0(p7<6}IG$kND5>2$cjx#vYuh~(>4#S>T>xY;r&1|FB2xu15^_Cq3D8%o{ zj@{hz=O&|aoj19zLd)7|V|ZP zT^CJyorZHl!yiYjdkH4vUJ9&ThCjRUXAl1DrHKJIJ&#SN?_S{^P{1B>F9u4`=LE=J zU(w|}-fX2e)xg6{!+tM8wsQs9ZiuNizn9UC+HGU)>`uoI?G!6SQw-AZWcfjey4R(LzZCsbdHSuWag%yW*{p&AdMo1+6;moCEJYtZTspjw7A>NFq= zPj-n-WnTlRRA;H-w{5R8h&BdcV-RgZiF2ac^6FkVc#u^H?cTBz4x&q|ZNJfPIYLWh zFebDXntP3b+lr=G*Y!d4RIY4Rawn6LdjR-dxqwdqoZcXsaKmn+yNDYPug8d26aO$x#YLy?cS3!6($|++tOoXS z&+fV!FGSb8+zG9I*Ake}mKv)Dh3hyS3u};t={h}+mOi_MI^Zi(UcrJCzfrqUBJp>{ zM1nB!DJ&~%Nr^F%d{U6))7(IS^7_kLT*u<7z1#DTc~Br$+X-F25m-xp&kE^vyjGCv z6vPNDue0RzdQQVy>iO+T!wzk$=hXdP14Vr-cW6AEIMyM{?li3H7p$9LpjcRFLoW!u zy4|W^jSmA0)`8`NE~YVxBnwE4F#Wh;7_2Lx46yfF!lZ{IY8a^GoPLsL61- z=l8ps)bLkiv`yFjR?u};+6cp?e+EsCL;bje!*j&Nj{%JDL5BZBGK?5_sNJGJ>m}NT` z6|5aozPWwansf_OIrWB7t<2=TOY!Y28bf*(ICSg$P&>(!>P4qq{8TGIr`&gMjc zUN^9+OsI&ZYkp%Tf6g~&P%BBx`F#354cio$AdG#3#mc^Y$Gs36#C`iL+Y0)%CiZp= zk@K+nwkGQeD{3ASXcBN5@gZANFq-|&vL;@U*1IIm6dz9ODok~i&lf$06*fM!&0JK` zz*h85gO^K`m^U|JV$0}1Pnx2cw%>E0MuNfN^%|o#Si5}G!{{bsmP{L=CbSX-{GXX1 zBmw+Gs{n5Z?}asNVJ$MQt@%THtz*H0723g3YyNt^69oG6s;C)#sPv3JXgZ@@N=xyx zS+C}@vxzq6DH0~i)RezkYRX%{fsYiQ@|XBLa`pMHh7&@jE!W3sMNG#f?5cG-u2M_Q z>j$Oh^?lQMol;UhEpYg1PUa}7L9tJO9u!(IP--w)SJPb+8qAUZuoO zi*dA0Hm5o%qyTATrT}LZyoyR`xN=b$s}LM?HP^F#hl4Oo|NW`}D{9&AxcI?(SlhgtiW1v1!|3-NmkjcBnnr%(@5_tgVRj{L=Hh-gKV1^goSS(J3|M z?cmE=@hMkX)%>OS^0wX5w4uWvuitCocmbPBuWN(sQf7-)R)oE~^ej)B&eDLe`Bkf= z*Vz_sc)e(X_KAbT8zD#TcToG$TuW)vZsA}VC)5pR$?ms8cEa>cxn1S^0Xi{Ndyntm z$W~W&^okQ3oG4^%x`O?d50eBtF*-Jg4+PY4MBVOGYG@naG(en5I8|PXw8E zI#R(RY?BK`vea+DOqD$RRVjHmPjX6vMLu`L4+-yf$WEQ)fgd|!ayl?-B-U9KGI>Be zr(JUzbcnp)@)n$h{g#b=d#lCWSVXd8@JrFb37u6jqVjX&{p@$s_c|dRV);Gje;gQ6 zCA-zCs8)8(?}w~1KhY)jA@;L~c`Q1oQhXZoz^}tp6p=qwipUpeL|%}F(`rXY87?n& z0_N@#F0bEC_B8KaCkvwMj&KK@a%(N%D6!se*`ZS<2S7D+=E)`m?b+cx1f4lXgXir5 z&G$$jm>2iBeMNgI}+v}n&Y%KUPt7*5ER&5T>P->&-@QWCuS;tt>`pycE zQ1c0Dva|V9{FAo;3c59a!mIz7Rd4<`{)u^KN;rVX9B%%6*cVILWkv97Q~-k#5Q#2|UY8qv|oc)pwGkM&}0o zZrAUH)u0Wd^woVVe8J#Bvc2Gv6p#!z)-t(o_3A(5%&PQE^FOJCxwcQrSqlYyZ|XV5 zig=&pfNi?KNZJSMzB$dRY>E!5=J9D1J6_$l>Hb#t9b@vfMwb;>Ee5ea)_pe-2X5D9 zZ8gZb=hgiHHGtDq)9b7GUEL20w{Moi)%~d3azEC*pN2=zaIy;WkyEevb)qD9wSFQ= zx_QkAKXij!51B!u+dW~=?ga4VG1Kd~>thQ=OD0)Op>M&^VJl{A;EbUsB}oI!Nk4H; z>btblo}8*{dx2yW`4cfI-Ne29CTzt@&;X_;?Ui5tqyu#c>lh(V~6-Y+B{e{2w7=7%%x1BDW zDv^AzsYo{8LoJxkx|zlL(ZerVQnX}yZ3~KpEwR|NLD^s@LOT=nWBfe5%5=|6j52AEH?;GV{4s6DKznuDz^-s2j3sjPUHlhOJwc(03K7O%7@dheP1I zIU`zk_+5hEZr#ZTW87w8kMH4l07nQE4a1j3rlVrrg@_Ql zp9m!r*gYjsFv(CL`As}2iv5!b#hQ;$?Ojqjaq!aoB1*6*%|6;yzc2#l398Lu5QvBC{aYwZqEj==&L567><@>$Rp3oe7+{N>Dv}$>DKvq`d4@P_ z&E}(OM*Z6GeFjziJXMVcAXxJ>kwJZ;u^VE7Ct8VsBp2{1Q#jJIS0^Q z%FxmLxkfI;nJce8`>lq1rqOVMGiZ#0obi-A+<-TRzE>dLXab_n9psuh#L$szk4x_0 zm^0xH!gm&Tyhf_g)s-|~ol7d{Rh4s6W5uT&g8AZSh3lFLu2bAcs`*t6-AV4dL|I0e z3zgJfm!;~(7Kyf~Y3C$eBTxnB5_|wrz^(AMUC{q*u@`w}u!mtTzw#pTz)4?ib)J9F`QIqNDviDRF?_b$m z3h_Iiwh6xzcYLnE07CX2E>Kn2Se)lfVIkS$r+@h^1w3-wCY@@zjogo8vhsKl%0E6c zPPU3RbWf%Zxu-;qO!NH7b?c&Ozt-fLG*jG9?4NUZhC!$K@ySrg2UpiyjK%m>7DI zn#B9dPvX60CXrl}bk~s-D&YlHs<3$t!8krI=$Fu4K`-d%SDE6e_kv!!>S~we1O4o3 zaHoBs3ftrGf&M!UFMOb!c+BIr7scEPa&vs3*YWTmM=sXn0~0xnDq%5pZv}CZsSF*L zo~LN^j+B`EOn@#;om{(>Ox-oTelu$PR8b?20==Dbq$K`Xgr|tq7ps{@3wFM)S7FD^ zGPktCN!9R{KstnR4@>{Gcxb4_oRG*Piv#LKv>;PjmTMn#KxbqU%l=t9Yg`$jesqrl zT&Zvmsrb~&kep*{J~OnHWwS~y+AG=UEJ`$#D1q28Rn)#EML=iT>!}6zKPuMC*s0Ga zw(7S(6LuzdIZ1;MUZjRs=We7pG>yA{!~q4xiBjTn9G?s)I0b^r*kN|Uu_AU@8u@Xw zGC7k(@Ngwz&H(~#(@$P30w@qJsQ?ajfJ2^3(TZy@79vZ1u3&bN){1~<@}P0ii8UMo zX7#~qr+4rgHyiAgqcRr__Kb*O;4=q(7%G_ak7j?|^>9R_18-Z$5h@||Iqy1SLS?$H zCA$_|iiAsR6~En6OjueTM+vSzADg#x(LU3Yv?`NFVVbu~^0g69XQ4=Kq{Jb*Dp0b& zI0B+7K-3i+Q3)T;1W6Es2=+FAPy;^CXh3lmPNN95lSvir%&c+R(2dERp1~CIj+h`% z*VII+!;Dn9){gWqajFit?=|nE5E>d_o(+&t`B9iu8AFsUE+ra4(XLRkS<;Z$)rw%} zoIQHW1k))6LfNM-$3;Re&dXY8q?}~GRHVPl2p}Oh1Vur)dD*F;0Yqf%{VJ5a$pj_3 zG!TIvU<4{84V;!H(m(^uvjK9XA!D)RrpI_G!4D1Qlm69&G{naWsZxdM513#&B@N_x zejmrh_@v=)i~thSKu|n6(hy^K%+jEr!~LTPN_1%;0)2rIsE{;pTAD}$4Ui=bx3Y8k z)yz?2Q#4EaPw}CovXzgD!yh-nUW&taV1AD=1SX>icBb^bZVF3Ca_cDYo-hJW@H@d& zkl&wC4$IK*C0eR!O-=(s?fR2k2Gn_$JpLQdIPYYij1(D7#i(P#vqaM@p1qARQikf* ziCZav%>sKI&ZV*LkdF#|mzkh1#k91`xrAZxlrilyjKC92OE8U*X_IJ{Qdfj&Q!N$N zuQ!>N&a{N`YZ=OO`CKwBr;Z8J(g2)k^IHkm^ll~#YnQg#?+S&P0%DfY%lnKq!^_3RD%VGM5TdSV*aG&r^O& z0gpVNmfoJ+MlAkDy0)+i#oo$ftCjIL%?sdxX?_E9Z(fLBkqo?w$8hQj$|NQyejU77NpdHHV@`o9E?aA=zd2%2Inl@&^(zX9m-Q2~BYdBC4KF2K1-o{RzFkSb%H3yl^h^Q`iK zUpYG9(?WO|GbJHUyaLYSXNB~al!yI=qrp35HQR ztNDMVzQz{}^E$v?Fc{|kRi=3AgJGUtY&pt`h`Dz);L{N?3gzR7hWA^vI=xze*erEe7d;`+4SVtXXa5%tTh0M;(>=vd7$|j zYQY0LG7VLcnc@{q(|wv;lE>?;auyYiS|6Mif#dtxo3MgJQIL+pCH= zA2gB!suIp0>;^arwz=V@FA{^v+c79QXr5lFHqxpda( zT{Or(FC^en>FU4wHNR8ovqSX!r_@Dz1{jqqZL)JCc^{9pLI$jGucrE^3 zrK(d6Ie4dvTbSB%c;v)tiG>&*j)fYo>%f^0RqOMQ2l2=q%Zht^_LW!4{_IxQwPklp zEg#qZ9kA*>Tp$2UBAp&@t(J4lX)#IDVyy(Sl!(%O$1=PA%7rVREl1#hI90DxMFPJA zq}6=Cl>{3~_m*DY!L=kk2Pyut?|!f6FSC^Y+DR*L`%6n$7?=6Y1O74ktOYt;uwL%S z7IfCWAP2;niD1J3H&PNG#MGw;d94Y*Xn=*4rN`u;fQH@_S z(3L&7s<7MV=ad@KX@Ywz6~4hiH!Ka$qQo0E!jgy2RIw!kmse1R9(%=X0RHt3{uL@q zd~ruy6>}%=kK7Kb5$jJ|gUmV<`vLSA2jIyQv+Qs;9=<8=AkfZe$sxicunX6d8o(^UDU9`^(7Fu1mz62>=F(U~C8HW{BDrL2)nI?rCm(ijlYS7`@6UuQU z&B;`&sn&!_EU7VLWyZAS0j>*6YRWt3B;g!#(P{9q~N1~YDhh@rOjy20os z#u25Nr#p&iP{uGw^T?9~z+7~9(V0V2U>_+ogtn#BXOBAAEXq2=Hk5eJYw35a)XGwy z0-|0u8uf1|XQRc&1X*Zlf{w4xxo9kXDM7odEUM{-mt&)$`W59j{5eK!8u_Pkl)2~> z^{xo?r)3E=2Lio$Gy?s#JiahFFNy7QWXi5~QZmX;ARZ^)2c#)~MuI;VooQezUj1NM zUZwka{$eypXMF{jPEbun;{#X@5qLCp@ly4EpUES5xFVsJlZ(_jPGR=7fBw@I@2t9p2_H! z%1M#29^yPeJ}LtJ#DqYp6TwR`sUI^MCBvO7>O58QlwPC;|E1C3;$(nE%sUy-MB+K4 zU=r~UrQ541ZmE>q8CXDW1&#Bff;5)obTDB_qFxqDzJ#%4>R7z&k@#?)%!%r`!USh2 zp1c&Z+QZORk|%%5XmG)kG-5%XeC|l71XGspKyl@ZO(v-yT|EuxeE~yn{(e)4(^IYajOS;%fyVr7~JxT7_L|cwjQb3|ik>+DY!wX)bF$?n2|K!cxL1kg5|rcYJRUtE0SROR)!UMM&|!KVM6khxa2^p_zfs8MM#zv}yMAm@{?6LOkYPl~UPdf)ZV+5PMz7@KH#RIqFOVnFg3F zFn~}h8wykv78jQaQ&>o;807!Rn7ZQmKQfRPYfT)Wodj}N{?F~0dshC>E2;d+&j0zH z;Q`m;mMj_a5@-78*X+tGc99Q6i)%IGYTd0e0f_e}*VlBhVtOBVDdvjOlYWlIt)f3) zb4fpP>J-(VyjOR@483AokVuyb zvwmj9zNng&_>+2x31}s12Jb3AgSU@y23Z+EF}(3{fmWhs@X7Ks_~_^}kT+k@dX{7$ z{SB}$9~IzVD-ZZ1;{rSj@A6&*d2YznlNK)VczM7dD+73PvB*gUQktxJ55YLTRG_KN zg;RkxqH3OCpZZiFYqgarD+y@bYG9|6fE2RFkpy%J4KI>_IPF+=iYr(xKMCl1nXV!f zqPj*=To?(zJ%t%J*azMMnIS~Cp^6JU;|z##bfrZ6D$J_bf=qL#t8v%x3d{(yC}xyM z7kWhEpYXhr1}y%WoglxvzHi&Pwjeeb`r17r`1z-BG&p(`A{5A~Zia8uL6!c`8aV zJV^kookW?hm!&@4cKx-{s6UoO6lN7Df{w4xu_wy>xGbtEC+YFgP<@J$Oj5`{m7|=7 zM41g+43CB7F&t$w{c1DDaxOb;GfBfG8dNRRZ8lbL*qPO7zMHCn0&t>i85D} zMe&6|@q#IehkH|--^PZj`5pX4bP-uHV%tRqJl}Q=Z%?g6C=%^J`?dV4BEC@!K)d5* z)+%|w`PD1VD)Zx-^%iksnF5@^h;WDC3E|g(ItRqVqQzQ;7<)aeBZVFvW3b7c+vk8k4b+TCO zYQ|!u#pvW+e$-+Zo(ed{I8(*4DjyY&&fRLTnMv^&xy81jJx-|;N8$;7%IC35jfNLI zMq`f3V@cet%44bO3V&CbOhD%`Lf#@nULhXicsAiN8i4ayek&2F-YBp!6$>|ah35B~ zG!F@umt~lTXJq079vB3se3#+8oZ?H;_{dnaAm;o^hH?nVLk zencd0$U9exrUJj;t2+aCKeb&SZLQ~he%SFtM|*R4eY6EP286hsx_Scl8@2~1*@`<6 zy)Ip-+QxhW^tY3jI4y^ju1R=#gCKG zcISi#MByIBejqDNMw1Pv)?Y?{TaVkl4x({T1Gi4MQ8F9$?7BlU8axnf^*Xr4x$1Q4 zegm}z(QH3lI`CXv(T(31C0|w@+*IAGx^}10a(X~Afr?L^N89*a&{{8(td~KwEA=MT zMRVgeAag74SHU1#UzB{2Y8;(Ia|nPam!gOYWqpcWuZIh{uHuIA#b$>!bZH zhS&;q6nY`B&y~P~;2pnCpV3fSVF&36M8_xVo#WtI`vwH{B*tr&+L0*j;L9tl7`-jU4^t!)4OTu)h5UE(yR?XW3x5SjQbRG_?oO51iw6VuQv9UX z?&cucq7#Glw59Ix3;T)eyo3Z!*5e@SCA=Oc0^+r6ek-Ogt9o9lFs?nD=y6t#${OuR z^bg(H3rSg@pYBV%Sr=8H4(fiNWOfj3s{6PH7(_im)}2KE>z>hSlq>pq8IfDYdATn-;2WtA&U7dqd4#=6`K2bsE8sd3WJp(_5r( zI^9iecZpuDmCq=TmQO7|wR}qXyzVvIpWE`9t?dmLR2C}k_NLdUx3=GS{eeT(?O?98 zy;5o)s?G@^%qbxhn=Lfq{F_hi%$K+FUJ1nd1o@zQ@!n3gU0HFP6}Rm<2bylJ1t~gv zYVBsdaoEW(AJ{X_+dz`jXvQRO#;xV^Nm%6zAffVw=$wo3|84mH82&$w)|a2g zT0Ox(FBic01~7h7cSEIC@(yX;&yf*ZQ+E@(u32HyrdoG{2~jI&0(GtjY8QH{%;U}J z^k%MAK}WPZO#^jL&;@m1Po7JK3Z20UxwTro?S^37oxbaui`ziqj5EgYFt)qkTqB9h zwHoe%H{+;JoUz@zArOZAk?saoVl5EpMzm#C7pTrLuS{!Icby|U4u6@o%I`cSMth^_0kkU~>(@I_c0Z@rT}(nV1M>D|4Ucneuh=*| zLoi35)|Q<5qQkx_hQBg92e=2^Ae~cr*FaOzz>?ajyrDZ1U5yl2+-p;cFNv38zPlAD znt&h}>q#J&0vitfZb~h8d zoY&1nGM>$D51ZX5iYWm=FRoO))dkE8Yuz*CpL1?)phnJ4 zrZuC#x*It|Yu$4qQ3Q_o$SrT|ZeHwEt4x;VH&7q%E1ySwd-FQ*u$THngXu!O*48J{ zKwWR?Zo!=7E;ZdoS(9RS_dc(Q8F0CG3UoRx8ZY`VaoSS3lZJ$HFG{ozT1^16&!AbK zj)$3!dXmN`F~J=@mB57lyF%!nk~84!Q(@N(Bu6KYIkM;+sOK87-Lc?StBzZ9tA|^j zoU8NWPQB)|%bv4Zu2((Pi7;v0T+3^dwqq8OgC|A>)VEb{j*k#j)2=&St6f=UQ}`Zc z6uA!nD91l4I=6eCqZDb2>L$vtoSel@jhSEEnp&j=+l$?-LKRE@%;L8{W ze{3}j%3p+1I0eOe@Y&tE-xGFiYetS(<5@uWo2cL$_H;LEbhmW3&O>E+?YU|N24pa0 z1{V1idNWsPd&}DE?!C7!l$%~<-fI?|14So4JvljvQL)!^TOBrc-xy#@*_lOWU-@v$ z+3&45w|MP#A$Qfz{PcLix%`T$Z{2(Ul=(6nSsrO}Z*h@U&?}w;8=}Vkth5iac>qd2SMxf}dTXIV zYvWeYxyiY%zT9wb6;BJ!j>-HK4Z58eb5~qh%tiF%(b|fe6bRPZ z9cBmG9URk8Ftn7a{mR@&Gi zn{oDG{|e?nyNF4j_GwnU601Tgoz>OV;&P=`Ty88COWt-YpxNiG?ZmA5Nk8VMcNQC^ z#jp~3+_ah0(R+@g4%QUWam6+U;!UBkZ>pfHgbKtp~iW2oM2!y39au!gkt!^FJXg5D^3 zZGLc&V=LtvZOXe%=UFhDmavDt;C5PWl?ER$)6S z-txRxD$(8v>MqwR_jEjMk+P@YT(zU%(BfojXQZK|txfh6ui8a#=Ngm+hFA35culde?*+HQDAK|G)_}9nL4)WNTqB z5o^LqllJ(k9a<8KT}V~~-z^lIhM}sxLu}WOZOhAwX`iwUZP~)Npv~Ff`<#`QBVXng zI!!uKom+815}&p^jjAVE7WHB`Qhes{&!Dvr?2#LrkY2&bS4xK@mr!1;5tMKhfZ;1xSXl^)C*xs z>;zmes0e1J#XBdOlz10vn+2%`6Z%|zxrW1RYR_V|?(+U@Oz;j7d&cq;LR5|yYq2xa zxj-1T&N5Dq-DcB0%w*2~BI$^__+B%*mn|O%w=0!WhlI~W)}k$Kwm;3#mTS?v18azd zNdEjf78HaPRvGQI_p1d*JGBIE;k-cAu~v%}PJb4u%KCDp#-%r3uU9$RB+)L=S_!<^d{{=0Qj zno5-N(H|-CfX`9?vnZKv2Qeg@Q560Z3S);4vSG)3=ul5T+a%`@a=qY3viyfh{VP_~ zzf50qs?($K-Q$*iCr3n&U7n`J4fD}o0~8Vn=X+K58eU#FWr1%^w ziUK1jFt}25%EUx<~qy7tRSW~!gQ1Wh+Oo{`(j@FH4i;B~_g z#S2Uht2!kC|3PZVsQ;@rLQp^^slN>+Qv#WHP--Ak?NLC+_J04hRcP&Dxvq+W^I5%Q zC9a}gDG@VZf6PX{IB zm9!bke_|tQ9p#ro9zSBz9sG?tr9B{ZkD% zDf1sD#kLhifkC2_27^ztkf3DJs*Gxj|7v1s)PJQ-a}?%wpyV&0WJ=6&L8rzX^$o{d za*+r4(dNh4Ic2=d6di4fQ&4`8pIobU3QCMTl%jUd2={U-pC=;gpDqs}0aQBuj*Iq> ziqU8OQmUp~%$oA$+vJ1pExNngJW zTx*-mk3kFZD%i-DNiN8#peoh8NV>s+C&SB0JWQT^iRM_$v_?Dh>4;X=?21Q~IHT;L z?z&n}b_4(0RAkiuOZ<~GyhW$^U+16yIs4rI2L4g-Sx=!4tmXc9qMu{xv7w15y%j~_s&Xm*QKKcHFJG8UX&SG4#)IfgLFr1JQi@KjB~!dEOtF8@ zaYihAuK(wMMyf)eHvF&B6Bc#)kd$q|88}OVjqdr$Q}3F}zfpcK09;0%4Q+CZOtn$| zVEIGl#Q5R3q#EUql;2SPsQ)JP167Vh8lv5l*1`WYiGZim__!&9yzU!EhxukGNH{5m zGmmUio>z0oC6i}g5PrfU!;;L0(7k>rm8k*dzk>ic>c2e^hr0hci2>{RpQ6>kME`(b z7|J{FLhS63`6v=okg(Jlu_8y{GSBP1%xRms#Rkbnio&hgT=;HaEXxT; z{0b!aFqhzGZ6qjGyHbc-Fq%Gv^8Gw!-+YXUP0Hq&=X%)j`Em86 zxa1*G1JdivEhCC~j;#Fr)Z}Er*~!0A18JA@VpfQvamE&wD{~?*PrW%dgC{p3Vbsk{ zw{@_-a^2n=#|pu>wK*8O%X7=_p*h+S!PiKj67jx*xP^rGA~plXcSaVc>b-k zyCg#*=)Fc8K@Fj|(~9wzvcF{ZLFL)G%ZMtcbb0JMtb;?J) z%`8KDf@T@M5;5XPW;bDla&2>|h1kuAkV&;Y#slNTtU-nw*|+*0Iq4Y$Tw*5^HXBVd zJ$9Si!VKGN6#B_+Lj>GQCRh~+NJAK86X9rxnnxBww^GZo7ZVPm)8^|firJ)N0_Uze zGbi2Z-OdDJ^p=o@j-?Et{B`wC8wo;KImgM1O^;m%njOSu5~CB&VyQW|P)8^zPcITx zr+DqinSy7?6P3#KKox02kV6R)=xsg83YmrZ%3%%^ksl8&7d43XhuO=~jE*+aw2!z@ z)PV>+R)mho*h`Y0oZduytRD4A5r{8w*j|w)BvwV>k8Xs{B2HHciIqbHs|bD!oKJbR z((#!68&4%R_Lq3~+=a4OD23@>&DmV!>=*dbS1i5w64*PmQ0?%n2v|f2|1x@o5Kk^A zz@}9xAuSjd1udt6}=Xh+lybljqv&Qu-%$n>eh;cuc1>fsu~czldqS zhycRAOU&68EE%aZWSCP%tu>&=iquxwG?f~FTuTk6p$5}VF`9`XB5y98Q=f(G9sn-n zFF(WKV#XKtiygbgil{g)CQ4#C7`a^6ck%8!W?(0W>oLSppfcu2q=gnN^k!WLaafG;P+9#->zB z{y{GDK*X=hZZ-{~l9CjXw$s}^mbjAx^4MZ3z)_du=(SmKMDcmAvcggP^2MjU3IA8| zA38`t?iy(*5Lo%Zk1tF+Y{J8YPZG(WnwxPnwOq+sVJwllmql9PkrsH=v=|(|#~iZ% zmW|j$TR;?4^M1~=F&&;}EEy#JLQfR{n6t>It=JF~B+*WqAhi*BPQ1h*n3%VUMgJ>A z3EQzYT|6J~1&5j6y7#Tx!Zfs>@}E}B3P=)% zDIqy-Cvm`ZB1H)_i8pLKXpVo@CI;Up&_8KcN;-TgXz4T*P6=P$O*ZhQ&W(WY?8CIc z%D4dlVP#+ZS28dBZ5I8YqQTO3!9T!aKeW)-_#l2P7WsoM@RduAR2!nN1L!ifQMAEr zNNvyx|1t($Q*BIWf`>Ykzu3RMyGc@uOv&#e_n=ZJm20e;B9sd8pH8XFz8(YS1n`}R z9VWiZb@YKRpfmf+S$ihX=vU`3P!-7R_aslKrgjuE0&U|zheq0{zt?7z>Jue}WZs0r zDJM#HROXx217)T9KhFX1 zQX2q-W}GV^mctAK>GqV(_1MQ=s&+im5YNPDnz}91>!COvu4U z`Co(2gFHIuZc8OnCaSy{Rb!ranSm+hJ7}-qfhpD}ZcY+wV(h{hD4JyDNEZ_k7_^mr zZZ;v5)Eo`dzMz@VpPXM1dLwq?#zTCu9@ z-<^m;9X-_iPa^2$r#-zf!T-8o+X#L6^AvKX8)H>S3q=|U*C%ydLyq}N1#U#*MbW`+ z@GT>PsemY@+C=a5HH-C5t(0q*oAu6887nIICGiVg9XNYeaK#qC-PQ2Zrlj}qv%+1o z3!N&w-AgD3r>ag93HZH6aQ*0GxrqTbKgO~75nF8fze6Q>5RZls+yvqwj}i+bC`I1{ zlGm<{{LvyzW#)?4MDEoU7cOwP*P`Oi;~ER<7R|>@p=QjfuhyJ~OWWG>hjX~16)_9A z7P5+~82F_|@SQ4EaLnpym9@)m+bO%aJ(6-!@cRkcIc%V*8!-^{KzB3fAj%_tVLaGj zGH&k3<@Lhk!wQ54%rknc*zh2xfHBnBMY#F8OXN`vZ&s>= z?iQl~p@w3M4m>%gKAIt{eJb4Q;@BA>;aYaRJ4qQ`bQlPqpt zPTjklyQT`xbivti_psycjq{s4rek)kXOIPeV&+o+j~uyW>b;Crh$f3=(8viq4HTh$ z0#6E0O8v3Z)}M>exc*sCWJY>1d1fJk$feGc2iFm%Lf)_yX5RubLyZ2Ok>S}!iV--z zx7tm_SyPBOHhU=&wT|_t)1lkaDKHi5QRYnKs6Ac^G0)Shpo|>*EWVl+0%p7>b~3mg zpjWC?Ywj{@ty+9Ni)}{8bx7K>6WVS^W_1zrF!*aV+y&Z@lIuQ0=2}0;Nj?ZApVBGD z3nVQ;UPEv5BM6GrIhRGX59@(>Y?jc)!$_~wp}Tkys9tbZv4!F}mjy_pVKPQCq$MZv z#Eub|0M+(8MHp(uBgt$goi@d-9zybkR83Xw2D~Dw> z&~UF7y)-n`j{JhBxF)n1{I-xuh>sb?HXb=+F?-kz_p5+KIFAH~&-N;#Owuvochi#mEr9oHJz{sMN;A_Si zTXenF7*m`#;IE0jJn0#XBYhbs<;MZ$%>g&izR?*on7Eu4ZbPpx;Sfd;U1)kd=^Azq zTV6rnZ!b7 z!c%unzAW-Wa{*tFplY5WtVQJFqin{ai9JIor~-S+Xexc{8Es_`&3p39cWgsV?Ek^-0&i8q3PlGtb^ z#)6U~Pm5A;5DLKl>>CEaiVMbNdJ>kOCLuLRmUJ9%;tS{dZ5GaFnm7LC>6I3Tjxc98Hw3Q&r$~rR z7c_hjbJ32_0A^xF6HyJJSo09+n+7utsSo3%8>m8CWpy4vciOJF#8Jzlf=VB=9u%K7KW6XH%p2E(bm&ndN*y|UV#ytPW{xTH zGw7czepwU?x)p`fc&YS^&^Ji@#xHvCMbw!@F4KBXEkEK`d*RW1j50XV{iP!*IUuI@ zIHkYr0<}NRK{b{YR96917iR?(ZuJ=8C@1Y|J&cs2Np+;VG^{p8C#*Jh^sI3!=46_U>cBwwBplCu{gh1UQc0mg=d<>qkqt>Hm7hO=x7hla%o zp`~$`;6fXj-S)Uf7}NrJmq2Iq^)Jy>!rQq@crdF<*aMaD|7BDO-7iU>5gQMeYzH7# z#~%Y6euM__W4DPTkIAM5=G#a3!1!?1fpHTC#)q;FjKOajU@;oOF8q)x9PS+mf6PVv zM_EODD@6Q*d+l~!yBcLt)J1Zy#G6^s5&L}}E2whfoMPr@t; z??K@{M_Cd+T&Onip{|I6&n5cKHZBKeZopy3Vx|B>-Y+tnppcOKsYJqhZP7*^A@Dp8 z9M3b6nBX}D-po=XvA<1{Z7Y%jC`2bEP|i(~5wa}CzE^DeuO@1v{wr-b)xq+76#fMi zP6-w+L>sV>=%c{$1>s8yZ-&56obJ?&aWK!~T&^~M?H$Vnlm~JuPk9BzJ8b$c1Z?su ze~@*b3G7SK$W$UfAN4UdERe&4_A7z_pkQZ$jmQsJF)oG&ahq~@JaBCHxfI{K24WKu z=5iiqaSuxD{bL_2AsTd^{~787q=L5TKV50O0EIt+!YP#o2dItGAXsyykz7jTMtFOF zPaHYh@eqvUT1{h#cmfPN%TfX@2HDbGavHr0m zKX$~&P99&6k7yfy8#a4TV?JX7*oi%o-aQ^KIl5nl&m-h znr^Ly>tdWeoE0ZOk7UBq_UQj%Fc4QD7W96b{zE>F3Cu%A0Z2C(hXJ-C&W)dZa6mq~ya)+BMZw!JDgSt#hQ% z@t0ZZS3;#iifY-&Ekba3A;dtWl7_g*K~la0-@ZW+=-%D`o`-n}p1HPHY#g3JJ`Wz^ zPGP<*hPY^aqRE(F{Bi{zvm$H_yIlYT>B3sS&wTYarNIwz8*@L2Bc zdOxgnH&E)j(whG%@Y>yoALzNY@_Pv}4;pMlY5IKmgXIsIP55y4tlsWhD}MwWf0PlS zn)hKE;PPcT&R-|wgh8H=T>k2PUK7a;mV2+X;$ifTYFLkYRC(nGszY_I|0pqxjIW9P zt7D8B{Yj*hKjI^a$@80mJk^2U?33XOkzIlgrIRl@2kJST(8u%w!iSJ=grzp{=ETVr zQWl6jp{wOOWgZaMks%|7n?rCpsR!EdKsr&%k)c(nx`#o__U2qkE@hsrsl+)NCTu1+;wkuuYAj?m|IZ$-+)01$5EjoKW7im@~kIIeO)d$jeDmwehhg-PRZN<3-neGa?t9It6 zvEg$06;t23_x{VTxV-3;+wI28_U)y5rC4t+ZJ(MfPEAej*iPk8j7k-++F3*aKKrS$ z+&wlJ%47Ds^9YG1uy&3d3H1L+2t5AD(2^1e-Eqqf8nG#%fXs}*3qp*9%sH$8lzB^& zG+?*pUx+f8Sp0S1S+pg|xD#`bgg=%C{#jJRd^{~GLW%3oP~3^qX5#v<-GQ5-Yi(qY z+FvX{5_EwRu+bZx>6 zD-usDr4D-JmdcANq-kz~R$FB zSVkghOQTAxLp253J0_Fd%ZB}}FD<`5(CiX>24ZzYuzC@pG>h0;13&3`Q`5>G2h zX$7ZM;Zv4gPg1e9L+i?5TO}gPq;WDo`^YKCTHc0vG!L7pH6wC>&e7H&_tKIXL$SnU zJ9^xQ3pe`J@qlisq^pL=vf@j@N|QGBsvTMhimgX2W2e|D3{~wNVq1l7a|u*cGE#9p z0luYNRjiW0&0oCCiA2A1D=tXlQ;q4T{Gs5D!1i=Ap!G=Q<)X&@mwDV%TEYV zIbN(qr+UcJ&Du-(s*&xxfvYZ?P4_U91pABnLDYp+0)R*x)U;T@_J_QVN>+h=Y_=)Q z(1uG-v68@wVIh(~pRy6F%4m1IUoCyOZMv&e9c#5%&-7=J1W-o^{CtN5K>3q71|;jD z9O4X=fS%g8|WCGl++PIgx)p(|~r~fI^oNxf6f70&tN(UmLmnePG$CxTi=RjoM zuF$=MOI}w@B)RNLNgU6yqhbHu`nIE{1EpB>M@lMe33zH~`-S>XZM%NEbw6Md5Q<)Ng{}XD*sQ+Ud88GJ}0YsAeKcaA-jaTVh z#5*W{A|~TNcn@j>zQ_m|Q*C#fp=O8fEPwXt*$3x&kjWEJJ{)P$7l{{H5fw-zN-2>T z>kcnG*ka!Yc-cwRM*ST&oa%TvAB87TI3-@V7;W%E!jHnsh2iAiJ?0P75uw0}&9anK zAi)DA6Q;Rtvk^#0nO^{w_cEE7KInbZiq2UP6?h>^De-bNjk- z(=pb415l&Iwb`Eebkmw|2J*qpg{emGfsj{ zg#W=?fI8vbs3j%3d4JiUn+Qaq8(aPTS6-o&iRG#*3gc(>l9fn{dZi@J(Ef)u;trwx z63F3UCTJ7wr^{#^zAlr@gddxXe9ejxfq$Z&692o0Ab8+@&}vkp{T~qTqyG18+O6;o zm~TVj@1k%@nDdUZfjM<=6wH@Qyva3Y&vKl<$iC{2!umOpv?an~-YS_h#BV+Wa?iLb zyc8l?kMd!|GYoBE?u8$ljEq<@A`nm1QzHHuL+Joue(;J^!~JpMf7BndX}ga4F%-T8 zg;S!Qca{z6sf(jfzi1-QSR82^YlH4TMS=e8DAE%1(Jz(28RYlaNIRtD^N`22OyEOM z^0!+tA|OxH(?WhI;wQ)tT#@Plf06hf^-DHw*C9WS!Y&G@ggoyo8^}`^M?ro%W-l~h zA2bTSr<>JC;D#S7ficMbf{nC7ki87;`8g&q6S5oFR<5Kkewk$7U`18{lxU>{=x9IL z0egwxD0cmK5Y`L>3^5k1<)Bh}^234@h2&XC@2(%ZdeoPNJIg`G^yCP)o+D%NGj zGn0j9S+O7hOLS8Lc1Kou1H75as^K>$&qd*sK<1rc17zyLC?H?U z;2SzqR(Q*Lo_wlatHi1KP|1#=bHzq*A#~Dla+AriK~;v&LRKF z69(kVLHP6;q3R_3dY&tYv0?hPM11ATNnzAqQDwW!M>L8(EGiz=?tg8)7Ee~N5g!vy z-v5SPL2#5x^Pc~m_;;9Gf{#sc{=E`ORD8VuLsS}09^ii)4}sqw^ck!ol-~b3|NMLG zbF&HSDPn@P&164#4%Yb(lkLrCf`wSaGm-7}D4L{WQm}m*-#!vZ7ky*Mf0Ot^f?EAH zo8e?{##31{{7W}zkXpA((!*aSrD8IrX;jnG&)e`2{VXV5sZ-j(#<-*=ewh@nNv3#R zm}2*dtxlr>r}w$mvfFIm)2YMrZtXtuXt_dXBwo#?={Z9wMfRNdLbgri&@)^2+~n3J zjhox-dTt?^Qc}+eO13?BPcp>}J;xcb?79A*{~6aTfm-*!OX`f}={R!PF}kA(lj2%L z+Khm|0n=u%lo`mJ@fJdm$eh7j%rZTEN$B$A%o*3x*?vNL4BSZGUiG{h?i5F~8_UKZ zT!=;Jo6L{U9YRfNQ2Fm7&>`twBKD%PXdLyKoXPs_f=|dgh{SL1f%EP%@;4=kmvU#s z${4ZBNKnx{NC_}xKgi=D;})K`OyBKm-!)7behs z;8x5HGr1ceB$r~KTwI+^!BDM*W~D*lP}1wztuED@m3DaxwQ zSw^5ai``V;i+m;FbR)}NyIe1^N)T`FHCbdid?uOmHcR{zWEv?(x;JlNEXzqn{0ap4 z2V8)kvk{9`I@FwgH7tB81p%?VltT}j3cLc!=n$y2&3g{H%ZMwPkzEu#2xRhaTqggL zRVG^@6Uhf4ym4b-*UsJt=daznce7=tv&*6Tck<&o`J}kyA*%$m?%Xn>hUREVk)N8J zEI2#)H)`1La$d{|Ir!h0aU=TJ44&MCR8==O-PXbS%5{5h94iFhihBg*MS%DkNnaw~ zv>Waz5P^BPlpkN_%glc#I%TfvE*&$Sq6Q+{B-wOU?;6)X3q#6Sou1sP)|;+T6|o?ZMv8^y(W)>3L@P2WUK`YQHT{L<^r3T zX>|5X&T_9PJTX&v6*mA7LM@qK0ZDYJA2Q=0x(ad7bYX-nKd^F6aB<>+X2%=PiKq?ZU`Mlp*_+4guIp zVowf35p76OQ__JlCeu7gAaLh30ud467|JOxf`NLgl|^w@_KEpr-l5oNbbBMMZ?VJSx)dp(0~NC4;N57kR}%uj~g(P)FUu z@h3j*;fZ(y3hl+v#se}o}of+zRS)`#7X{1D{v%ZHhzhoo! z(ELJC2(RZn8)__cf0pp<2t8GUi7B>+tk@8Wjc6w+HVyeP_ht#!V%{ni{SOhPQU3!r zT85eMW>n$=C~hj>RcBj?Zk1ox1%WD`o{GiNlnT z9JiA=+Axu#L~tWe&>a8oi7VW?V$&iWz7*N<*C?D4zPy`k;7gqw0pHorVe?3u`?Zv?0Bs^DJ(ww`lyn5ZDg}90u|Ye3~QnR)5WsL2>cGP2-=MD;kdA(CV1!#`HTG_Q{+nueXzj((+g= zkzARsx08NYFt(IGnpvv<^>&|t6!`UapQOLo^>*y9@MUs5z2#JPo^6M57pP3M@mYBVrY|4$*YcvC;wMf^*uY`1lET*M8jMLCLZOC?FM zr80aE@xM_LvGx%ED-=z#VdMd{@DTqF`+P_q;v3FR0zsmO_&O9FkZpN`Jn4SZwOxOM z{TTVvMDTgpnSb)&%%3J!(0qsrV43dia*dt5=H8jT8B?qosomSJOQw|MBrPb}I!WJ_ zOfiF#G-t$|DD=bG$kEdObKxW%C^rAwG@_5Rlk|msXNV|Q>43{2xk?`*90^xx-frf; z`$s~lCA&)RO6w{u_ZP`u!4-%2$~AYuT9jt+Uqz4`^m72Z zE;s9)r83+-;PnCzZt@|9-(3YavalbjGmk^g0|32=1L%HR0QtW}CAgb*WPgsU!A=RK z;dFz`8y7lN_+*wKQh3;Onhv~p8o@Pw79|4y-@*BRdshC*?>6Ay|J>%l#}tMmyOuXN zI{(okc0gGWL=$=cR$O=!vD=yFkzkz~73A%fkn>t&PJOlJG+f&LouHs>%Wm5#ySUDbVwT~=gpb-eY_pXr1Vs2l!LhZ2e{^)_;iEbp z>_Ztj<#TzxFrZAK90Bu;-YUGVh$-|C?iyOD)H|)}Vd2~vxc)wlg)q|naRvlnoAtQI zKrrBbhYz^l&N|>ICgFo9oMcVYBt_Q>zE2Sm>c+TMaCQnC-zoY-?9B5CSs$1*C|kL_ zy97s2auKAuXh71?P=m6?2b4Ap9U5j=;|^gDW0aiua^aas5`p_EIX<;9*m09W(JONI zM3grbVve0E!2cQ!i*35d)~%xQ(qWY6=|#1X%B~Fv6wMfXB+-l<&3NjS9QkTO9Ah8h zx{K;zzHC;*`GgR0r$6tcgt*<{8W!cX6-QLEM$X1~pd#{KA+<2 zy83qP9rOH5l{1uTb9Fk-@kG-mX$IkMi&>2tZPm4*q;`(y&FR7zx8_lzm1WSwYR|6=s_49(vzF7PtAkgSv?F|#yTZNK_l?l2?ChKDmFKa0OkvM zCtN`P*m_xsCO;K|7)ANW00ZrG_O=_KDO?rYHG~GsQE>!n4q!UXB{XRxA$CqH#6vd) zO)&AKI;Z85jK?OSPdH*|@_$ka0^*#u2eTQ1hWB%s?8_<>x(!G20oWKp!&4`p2pUcw zpDGO5UCty650+E&F6XYPf-_xkcHBMG*ka?*Gl(!|G$_u_>VFj8AhVAJ5zeAJS) zuS&J%E_0Uar4IJp$JzS{I+~&Ad+jDpa;0X^E6bf_tiqR(NepIv3)f*Ig1O{15Y!7^ z6pLaPUM-=80uXy=*di47$w-1o?GQ<@QaeHfMGM8ynt`p>*8IWa+bUY9TC8tw8mAUw zAB>DZy{%f9J09bRpcR(3?1Z-433WgaG6Viv4R?VySmg>%+hjHRIZpCHy!n()FuPz@aF(SLic%uaMKO1UK6J>>~IjN2Uf8!<2jd+u+d=A2V*K>NWmGS zd>t$~2>zCdK;V0gom~DI5`TzdDgYB%LS)O`YNPC89EkgBAzq|9!bP!wID6&bgvzV3 zfvA?KF29+Tg4X4!(t;OeRZvGmT4MzyL6L0IFEA%tA~_CZG>MDd6?di5oVG02a}n@6 zq7WQG>chYXMx#iV;4oF7#yi^+FVUH-ha?R~y$~}(>3NbZ!q$O3JO-bX4qhN~ADsiO zQyW_s(jQZPm+tHMT=HPD#2zSICHwMJvJA zj5D_A(rF-RKf3sRVlPi11xrU?fJymrEO~Q)2=a$TC#GQHa$22cv%W;fhYNHf0TnB$ zu(67g zPoXdJrbWP6^w6it1YCyk<2hVbR2%Arw@B4Qw=(zIF0+zJ$Cb zg1mPKNi|yNS&hh8aXWGy9jaozg^?BkTOn|wql zmANgV zAhY=fXB1_SS($Ewnr(eewru8_0yj6+Cb-F!)l5@1RR$BSpLv$aG@D?y)*xnCdXtPD zOk~Y2^@{_T7|(}^@oH{j7-?DhUa9_8E21JYohXT;ugJq6J-gJjb#^J0wlqu8;QZ#l z6O*`l+NOc}`3;4^{W=Qw=4;Ap37hWAU{eibQ5m{g-)al{jT~#7jdYJ8jslo`io@g+ zSz&SoVDd2rlf+{_<}&#^98Q7Haw+@9XnM0W42+{lbfmj@1X`$E)q<_iU@PDM8t>4r zX6?|QL5F@hdxvJ;cpjufj~Y?x(BTtH?$96d4*k2V9eOo7^slpa=o=({;}cqqFV>M0IE|^ zIE|-#kJ`r#2m>6&q+N}Nk#aPtj&zrX)y4?r5G;SEv_o9~Lf)qrWbM;upif7$_GyXQ z8?Pji54+OtdxX36C=!L{A5IIShHgxU{tWNXE3D zit7Q2o3n!A7c(C04zlkTx9b;1%CX1WNcYW0LS7OlbO_GCql1e-p`&no79cFpFl@(E zTQ5{No|dxW=~=+jLPk8zUI>@r0k&?9%>c`d+w9x6gKXMn*|H4*{e;lcxGHd=jm&O) zTq6uRfIK^(CHneyXe!}lTqXQ`R+VrQRKklhs)X*Bq}N6!?~;s%6N4R1^gEac4dBOa z6GtACO$%(VxAKAU=BxwbIT#rCXB`+ry2(IAS9gb0;m8mw3Pk(?F5>rP74hv5@q4n0 z_~8LOw6Y)kB_I1`IrIxFoX1wXM!Jug_5`^9JjeaRS#ked;QoJP#eI1&&ppcnVl6gq z=_nBv)?oMG@ae&}>UB@VLw#rNo4j+sk+pN5htB;AtImxNr0c!!MY!qFNghA&jW0}5 zcp{l8KW+g9tM&^hn?LvgKThP41BI;tRm@29(D+zu{OAy4gkK6%0L9 zqnpLooNL8~a5W&>Nv;OkScSmYEHx7Q z+a!6wilhJv(MbuEbCYC*9G|i86`TGNQ5*F=8%}kw%%Si+3a11M7orVVNc2%)`GWA{ zgd2D&=k6?y-D*GE-lOHBl3+_jEmtx+@>5J4;ovr+u*gnXLfjI9 z$Pn<9bSG-idHy@84@Ui8v*|xwX}Bo-APT2c8XTZDN`qj{l}2(YnNgs>Q-z%Ec=$td zt){U=yi_BMrQ`LQi9g|;|0SEw4{4nxh~x{b|I@{hm{#Uv^qPquaJhbeK)F5|Cs)nD z9PW(}!s;4srGbU=A6zc~W+N9}*$~)%!i19O*C+=#m!Hi5CjyV8ARv^@U#9p}tjzcr zvE_x7jm0$+;lTeya_pK3nZp{>u*&Fdmg;}a#1&6MGNSJyAk4p#{$kfmu)h+onJ}q@ zll9RR7_U2(Hy*sbpZ=t5<7O$r+Xj|=XwB0r@gF6Iu2-z>QLM4QdRV)MD2N*{0wUe> zRqp2rnfPl0_lq~{jl&c3ZEwvjUyQ3Ax81$g4YEWd(WhH$Eh36oeCg!z={UX}!?)vi zuTi$rTzRy7D);g#7myZtD_pv_nu(h7PF@NGj8=q~oZZ)90R(%f>T*f>0c3>rM>oC3R9RBti- zl__j~#Yp+Zs`(?)rKC*aUYmk?qiRP~KF@sl)#cY1V_eGMMTQLgH&8X~YJ%4({!S0` zPskkUh98^!JlKbyx0c@)$xkY26f27Fv8 zt@&>UyWNfWf$m%@zn75opuq{3YM|X{MCQvMEPu#s#fQ7+ME2%d`6J-_ql^w!z7L9- z%bF$WUl!7W3i!C$PCfMI8T-5@(hw{=;s^!4ve1-XZGqCjP~HK(c@a6wRTBNdD^i{9 z|30xk>VGD&zxB~a&Hp4WML2rHjfwbEfr!z6wFJM)!VeWl>+Ejsz>$*E}!5PcG1do1l{hXD^@%z2B8 zNXCwf8t`VhA=3IFw~iPTEuL+?KHu`1D=bY4-ci;$RO=pc_Ep{5!ol2)NU&0AciJ#a z_QC%JiD24AXTL{w(h4QXYSx!?<#xLS_^Jixig|OU0769TzaL&s*DxS@n~C z%uVksHcE?pGFFPC`?zUy9y9%Wj-w6^?8oDaZH%@bhlZ+uvX+0gd(~jj9T}hkrBs+9 z|DPc?Lnb-ab83}B234n7S@YLD85TK?TGydPqNPa&x-b!>I>dU<{|8X*vro!GGXG9- zCrTT)SactyY)}Q~7O1IP>(y$#;5>_ItbO$+<*>Y#>#Hf~D{X-|G4E2Ay^_}^C54nv zY-+9{)f2MYInTn1bqNdB1-H{e+Nbtm3SlxVF?BP9vr=&}yW=9Ho_mmxGH;<=tK8G^ ziq5|B;T9CvinFKST(zU%OnvL#`=@pmrSdA(E5&+qY5UYuHK1KTINzyUqJObya=yXzjrdlVwt|xQt)yvJJAVutGuPLZwM7hiZo{Ncq}EOX?-h+03e= zTpMWh!?To%tJ7wLzLl!2t0u|$#?4C}RmnQM?2 zFC7vgsN-OT-w6aN&DPvvr&`qx+Ien8Rz`%ZQvDRe!9LV7Cn9kjZX`3)8dhS-^d9N! zlvpx186ztRTF`1Rfz63f8Z>9IT6cN2y2b<-rdS@zPw0Ax952?Q?LQ>aR2k)vkh6iy z)tXKBFcSp(i`JK-E|~5>2Q5oseuGqHrh(MFk*VsoYQs;e zIOCa8V*YKUz()P&&_8K+ndNb#P!9!^znN*IbjOWm+Pdx?T;#fbAj!pK15BYC#3miv zHTK`F+q#-6l48*xDXB1fbZG#QoCA?8aFH0^aO=sHLz3n{OrjktqQYl`C}H1^x+5~p zj&?M8{m?{<_1kbNQv&c`L+u##Uu7c$b`&XqNK$_}3iq++p!oTa78b(SKqK%% zM!=Zyy4#dz9rf?fUF+UyBaqPGJQp%~h_h^m#1C2#6-XpXDUlfKJSWb(W8VjO`7BX` zH@6L^I$oZH!kH;Og?4XPQ2QSds=ASf{wda4A=fOfu(R6{_c zTY;W}@?nSZ4a_E$MfD|0TrxsQ)6HcIz;|0EJgkI3>(^N7=xf zx;F~uOD5jrnlf;u7wc~RBKw*<3hU=Y(v}E|d8=g35dRh%frk+9KqPBS=0iaIyQ~-y zh$reP5&w*#bO10vctxrQ{Era-qyC3&+ODJiLKOZj6i$hH-dQ%Nr!I~{{dCL@P{Qs{ z6o5}RtC7eJKUM-`ko}5{v_g=*2<`b}CNLAS8`uVxq%VG%WFN62D*#HgQUY|epX`9W z#BUV4{*Q_3sQ)7yj&)dFjKV)e;gqoA0=0n^bwd=a+!Q;6gY6DRq44Y|suBy)FO{qr zBF`Fyywk2YLWsNsqBtGp!?y8OZC6zCVmvchaI9Dm=p?!+(YbpFVkd)Pz-m;Z{T;;n zs6S=XZXM&>P`HS~DKXBw$Ohxou~8VGiP)b`xi=jJUTwQu!bE?h1jc~+92;qcfO;v~ zb2Af|wd%avimU)9(Mk!YgaL z-3GWNoM&V>%ZNhZ86heXiapPjL>V5tHsTE7F^>knhDp@KqoE|l2BY!JWZ`XAEC_58 z-IUnekyXOLX{NHOdH!z_m&p8L(?T7y<0$+aD4Y_ryfbVtOI;X+*=wUt%d|W3vYnKj zs@Ez3YCcr5W9a<6jo?D)q=T~0GTE8vTu&!|k~sfi68)+bQGrLIloF3mvyh|Y)2fVW zj{kk)YSjOpO^bB=Jq?AwgTg8C$Hi@fKk6iozvNOP-0bf3d&B&UG`Uvuyoq>ub_xQ5 z7wMxRW2OcQ`{}7HA?)WC-3fQ^jm5A_x;(fjFy~r%rE_Z+i~BFgGk5+|h71L9B4>oE zlL+j2u29BCYT>CsTC4${FDFHc(6iphqB6!IEI{*A?_PN=F z_2iz-+GesJJO}IihspL`+1b8xaJEn5C&U8sqHhfOZxUZfbgSQHGg{f3QRm{kbb|(| zb-N@z{AE&lSu&+*RMXSX+wc(mEGS*6Q`*1=yQC(5nH2v^GR5n{6uVDsbsD%2x;@ug zcAM>cI(2vyt=&iG_E+eP#H-vCfICg>-g4~}*>mCx**29|#BAMfB)2YU+`QAS=YBhx zQc}+eO13@snPiF?dX6(<*>n9r|1+*x0{!mK5bG>5@rXtOcF#|qBiACL1OqMyj}l}N zf(R7+Yl4yp6y!~3QEb~p2POv!K9i0zO&@gJmED1xnikrnE(YgOX2Nq(MBK=@ukJ9a zQsc}27h-?Z|7Xz(X#gc2*^^cIQ=HwI*nbp=J%|BX-NP@!_WDYiLIjn#$$L>3c}|P` zlXtbtvmt46(N*B$BF&cSnx7i|pg%XC$NF<4{S#}#>AuSZY4oSRflBZ|w?MZ2JeIo; z+=`iFCU*nHNK!b4i%XX&E~ACZ*c%j?Aw4hM>QWu|OqZ9L;G{W5H*4n*;EOAxYvj7A zeJ^4&!=aVS{MvAmK0;Y|tZfT^W6Wih#l_Q2-8`zY80q4!Z#nIVw18tX88+xtH^t+VAESV+&7`C##vV-YCP$r#CtVZuDHg9m|3Zsjt$C96!fLMDTa7xqoa?cq$dBjblj4$B^P0%%F^9>`o1+Cserj^E;OykzT(k_eNY`Tqh6p2~k>v z7(i2%-4=ytN!}@1IaT)7uxn|vf7n+WfHgANnV+LHzZo(Sq+U62PW<>-VRj31LSXdD{Gh#1EdQ!KE=r;-u)bAvE&QA==Wz6Y&OsiNH8D)uR&05sVey`N%TLDiqxH=OKD! z!E}SPo;UDcN>TauaJ#H-W0!?i7L-8!Ak%eO0>)-r2`O6EB|35_K@{- z8F>B|&a*KchVE1mUT&eM3IJ@ux%GS~=Cu3kzL+41cG3i?jmVh0R0L}=Z;8b>oqQ6E zJp7OH)Nb(4Cq760r`oWqPaxzp^kfuH@;%US#HDM4BkGeV9PJl}`u&$@sh4I^W|;C7 z5Rz5D&F-GDkzWXPa6R;%d}?o=uB%_)ehk9Vna z??>U36D3znHWMYOGd@u!mlEgTFJ)$W;zC=lUHE=za;@gtg?K6Rb-+6TZsjHX5K-SHH6B4h)Dq`h&HdG@HL82_!&5~)U z>VpT$hV?(k;qm)6@CeOES3_u@W(Y~Q^=vK+f00SlPMR@iV2P5ctT_C5omnLs>v)|5D4JwTNmmpRud|PR zKBRb^Ms~KVgR?E~IHr}c8EB-x!Q3K$noxdCcIIC(IP*gbS$QaXGk%3N!%rJ*^xkAj zNg*qOl5NP!$CD{$2wCBbn3IM+)kKb#{-2AGl|aM!&mq>2LdeP`X(o)Qz?Fd4sOi`4 zdMg>Y@(2M+1g>xaun3A7(T&3lT#;LzIq%pk_ueXax63jzE~o+uJBbWI?p9{>t*f2yh5}a zHGJ(lwNkEKZq_?XW%x^B^}EcYGvHxd!8JYnhw9nmkMRIUCpip9|JN2r{(n#j9xxNx zo44vZfHIuJ`we-?7dllq$d||q4PtIOaHng)ml2+z4!_igx!KWm8O-HToZycukN;s; z8%W}GE{Rj=pR`AtY-uGVL9rBpBqF?N%`JghJ#G778P>#OPQ#^BsrkdXN}B>>aGzQgcQceqbT=e?AWIeaCBtc!1@*u=w(PbM zoq|i(D7gv(Q}9VUhu!a_@R&S8P{xDpVdHjKWuhUgHCM~A#}tLG!pJyTdCAL zt?FSBrV-3ckGrOibbnyo+c@tyZu>hJ=y&mf{=BRMoo?BAZvSz}+~oEvBEcXm2LtY* zea%h{W(-~5Qla259n9DoAm4I2$ECqUA7LPZliUv=}iW%#<^Oin!(thRJcl@JRRAXEXq0iv#i=g_Wqy7=5)!YaJN+(m*>4fLtC9 zAU|=tyk7Che2({K1X%w?j`jPpVx8`BdF23Dk2kpd=`Glp z-$DPmoc^-@iLr6x#A_}(h6eEatW@N~P!0LY#rYN(#1)1rop};;d0K9yU7uoSfP;cS76o~Vo3OmjM+AlPQVEs z8Ep_*O^Y4u#8QYX%U^*68vL?PEPa?4k)yU4DVI*3OwgbVY(RdCCvBvW{b_p3AYhy; z8hWKlwdO8!mg}WX)oYEj_Y+Pi%>=k3uTu8BvfNq5nrs=l<;VubZOn*RE_n?E@sjPz z>sK2eEx9xkeaQDq=%KJ)B|)UisJctqC6|I=rFLWpw%tyM*j;s&&d9CajfS=w?gA}3 zr7dqXNE2dQvx4C5DJfHtIOH-ROoJS9*Uw`WN>_M#O(aNRyYGnqU&Y$gb1n;{N-0go zRPK=i{+4-0@VCq<0{2U-B=~2@AtFkvC|V>OkvzH8M%hL8i+ew{hyx1pM>Z#R&nEkd zhx2QFOx|no$nLp`Q*lk(Uk1M|0)CvnHNV!2d8b^^6uribD4n`7WI zO+(3$FOVrR1vqS2DD2ZH!`>J@Y~kKoykq=t9%u zr$X42X_Y&Ri@1z^2|J}Oe9Spu*?o4VpP=j-U!s3x}SOG{POugQj~0-Xs7%mdUa0u4L*}UvvrMQVUlw_xxqvT7Fj`oP$m>=^1_sf@ zo*@)efo(Q4mA-ZIl)M456Xd-^NcGS{&uT=*irbM(=}=YUVQf5?EtLmE579DWG4V#R z$vJ2`=?$J>RdMqkHH*v>GISy#Sb>#Oa^(3r3Qp?C99CS|buvE(DW9a=99i;Fe2y=& zf8S=29Xj-S0oK`{W`cz(Z*?Y$H1_)xkIwfYU&JT=43K)CWQTLYu;ovZ7j{2 zK}?zK7r(h$gK~h8u+aURY6;Tn(Q4a>`OviPZm3ViK26+cZ!= zF`P!>e?{TstU32(usH^@I1F8_Z_9*_p^r7rM!LrkM*&REzL3G>Ecz#lzuV=2$>}JZ z`uxL9hkhp_gUt&@0hV zmuBzK%$t;hbm&ndN*y|UV#ytPJ@3$GX6?|QL5J?n+M&oYI>07y+VxI&h#pOhgB%a?_yLG0 zP|gQ=1R;NmV+i(>4kBa`?;bqLnX(Gz>NZDBGb?I#0X4O(sCg*cPC&MOfGoQJVNe|> z43Bi*e}p9~!G%5b79lRD0g^o+_$4AT&|>VENmFE94$0SMh2%2;$ya5BHn1 z=$|Yr%Ii@00Tj-(qWqFP4YfJD&9=2^wXr$Cwq|GmcOSD&9C=JOEim6c&IiUvvkr`B zV_^Jt)`2mkY}7%R$B-%089*%1U z)%uH=L3J|ylf|IgkIwzSR-Ky=0rM;C5bg4-_z!LB|4k5JM&|(hxG26b1;~grUi`2w z`BRavP=q$q5#LwYd6XGJf24D*7i`2H@(g+|c+R6dP6>@;$xv2xkv})|RE=(SP&s48 zhB&As+DQkM+E|LorY=~Ed8=6T_Y$R1|7II5_0z^XQ25y>+{fsb@ZmzWfe&>>6nrib zK4#o)F2-e!DS*)3H8OLPkdXYTM8bNlVk3_bcSltBsCKI+a$SaMN$BT z=%fV7xk)lYMyuHOicSBuL~Yc6jSZ(dSY}c9l_;DNEL?~-U?I^*f#nOrc?%9^fd?cx zO~$xRW^tQTo4@uhlf!VAOqtaCT{e9e0ygL!_4DWr zI?sQY`e4-mtWE#vO5^z`{Am1e8b~af_IC} zI)b0Vj;;VoW5um@=&EC!cOgdwi^`(>6cp|v9r+avevhIN-@!_>%W&tHi{*k$C(Y`h z3dJb~ONim*eTp(5S~5h5C4NEL8rB@H%URKYdt#25=c=@zD%^V`8Zg0Hz(R*O*D62F zf;WD(bL(>s>_K5?0?>?X*BP-DNYNTsgJLQpo&t_jV<|{xVUMFs z7)o-B^v}4MDcaNMpR~)(2<&V@`AF}`V9_!AGN6R^ujm@>699=a--2$ScO6rYOy zAwKii@8zA#-ot_JiR8+Z=3S&i+bF z^KMcJXL=&umY*aQw*LnDlQR68r37yqShC19Pp`y(lo(o4td$jO?5`fyZX*gJ1ARcG zd$FEabplb^NWwIsrB0n#UaqXU<%{oLBjVj{`sYZ>N}ppbjhR zve<1@$5VopZ!s&&mv55~x~C~&?7cD1+nq1psa{XtbK z0nJgozc=HkPn@ycyTKxp_efWOO38;Uw%@FpDtL1ht#ytRJN`0DJs2t#QeMlh4qSo+ z={X`5#=HKV$evxMjmG;Gf$rV?v;EIY0L?8|ijBiF$QQxG%4u=L;&zM1Cz_0TI{)&E zRjZ#E@x7Eo;b&;%uwIHaZnsdB!u7 zlTY{IMHsy&u-P8}MbNwB~;XymmL@ z2YPO;{9Z!Lg9aO1n1LFjVHcTY{H)&YTPuGA9DkG%p_=z$YT)u^DX!ljR|t`i0M)PyNP|Q4=!r>Cy`bB zh>s>F({BedRqhD0qp)5Fk)lHx#f#2?dJY~$F@1r+rK;F`@a9BUAz6S(g1B0yED5p) zu^Hj!usuRbg5uY)l|tDmvVq*=-ow1Z(My3#!zXbN27!k)2=Is2+^ZQ)? z?RH~k`}Wn<)grR+7nd7L#gexjiJRHyt?k6D`bj_Lrgs(_rA0o`DwWZF+_X85x%@rH zQ3nV1;PJ&aM%$A^L)AYS^O78P-Kz$J?#KWYD5b&-^NT`khD>a%&D4^E45v=BvgTic zGMMQ7b!d@jX_CP$Yyzo@ux#_sp&I7nX;Bf16Fp0DCrV=_t3{1IN-3NQ&Mi<=x7MrG zdck=X(^&iJP0Aa2E!S65&{x`0Z(`o1G;z2|f|OLfmSgjB4f&anp3Qky)2%HbSJi^s zX(3lr`!K~;8jDl0RgZamrQ%|0uhnZEB&R2%%|l``p3EL~mur=KI$qJ)S3cZ=;#zU` z6r8Je6r8DV-FyGk&Z1OarFx}UZ!T@0nk-IDP43uEpX2L2#jAE8k=NAJ)O1gt;_o~z znynU;A3vU(t7)*~yB!#f*Q(LT*GZ;I8y70AKcMA0*P?`}v~CJ960br35GMAM4iplTsqZ4K$>B+!ki%7j`p0j=B6lC6P!#tXY&4fF9 z`Jv_~0jp4-x~F?*R42fTCaU=6CEi5#$>p zn3U+vHhGpSr=(AnUKYSIO~1%lKh17{^!JLKkXdWv@D`XUDd$dFU_WV zm{r04q6$P^?7k&GK8J*7lB&*_I{0Tx4tDAvSG*5@O?Q>J z5v~iYy1q=YD(eXOo$pZUP0Ag~+8P%MtK^3?hZDps(%43(vfHYSbg4~^XG&lCZPJya zev|%5yKGp$|sj$TzXm>S|p=JtVaq!`k)o)nAzNJ)j6zONlX zBy_XDtGGxEf8O=v-XTfzA12YaSP>OoXGBS?<@+3@cds9sXt7irPGw2}{(Gn$qyB%h zkpVl#6hI`YzYB%?EFGk8Fz=xFsh7+F;Vq>RcsV0rOs?H+hGNY@#!*vU6e6WJaH4bY z!!`m54bF2RlmEe4wnO4qtcVIE5~Y+#jCKDNqKJJT;N^Qn4e=;8oa%Ua5(+ z#b|>U68_5>0TVA5O1lPHpE*DE7(7u}3G$%{5d{yFOqk|czYTK9sLbgukdsh89Ep(R z3B-t=Wkporg(#)O%bC$Kf*Oi=qvYXlBMPJb#WvjO7D;}6nZJ^}_+^rPjulw} zHKLUgYIK)f)-^>~$iU~Ys#8Mn=cz5D{tIp7po5xZe>V!J1U2s_8&DI0C{SZhzyA^| zv;?tSUPVFstX{GbU{SA>pc%-2&PK{1ke?4Zyod?f1o`PQD1oo_Bs1a1CL>)dMg;7M zdP>;u9)jQj_d%;sjrJcT-bejkwQ08w^9xY;Z77@)=Dee9U{2i|1@k2nZ?Q{!{v!MG zJ__sSMADWBi+QVL&Jh1G8-a%q??5CUW-=cF;y-W2h(J71Pl@dUu z;vZRRZQ8D*{z4S~Dhj7WJ?|_V)KeEnp?=Xsp0OrkTNj-M?(>jagCS*;eore3^k+wr zmY9!zsRYg-{}UT&hai6uz`9b&jq*R|Va7C&I{3lbR zNBwhc+O9+XViZ0bg;PSFca{z0sf(i^KOM8_nXus*1>e)nYNUw6kCng}WOv#~D+Jj~ z(4HwKFcY#H7OQnvZBU6{CfVz($O?cGt&{*A?I$~^+r)1ayZ#+Sb<{s#!?6ylZ76&j z3a5k>7pM)as2ieS<)+vaA8bQB3WaA!QI%MXeyL>55ZSa5bO@1`LKHP7YZH-MwSxf3 zi}B24;a)2i1UiXsN_6fXg4oGM97EQ8*>Wc^BDWoH{lN z<1-OQGAWN^qQI-2@JN{GkCea|P~T@Gtq@T2XwQ3?z)YZ~P@TVPMOJ{5Xr%<_n2r2^ z!qnd@>G@wIZjk!QrX@Pu#!>hWQ8*>sxS(y|M%@zyx7z@>gd@BR$9GXEJR?L!Lb2z$ zk|@LD4{XF4!sBIV@b{QRO*|S(QfwF-&rBBn_5ZbZtuc~ZS9!hO*+=ir?D{oEj7{2) z^~~7av-WzO#cS4%F}uWGJdqRInZ#JFp6=@DuIZP%s&{r393_rod7%_pavK9d4tWTK zcoSs6iAeG*mV)yz`~V?>5g~!_5Lw0uCA({U9UH@(#}j**S+`LbIv{Y z+;h((6$p|yY21Xod1qD(gHJQH)zh=5=b2~s(yyeNwV!8i1BQ2_aYCLI#7M)lM8YVZ zy+7)Lc;d_9eg0k*g9aaJ+%b19ra@eYJLzutAmc8`ojd5VTMaHg1P48uYEa3KG*Uu- zye$PD6`ZNs=;_!G5md-plx9YL{wt#K2{cZ~e*)cU_>YJr_%FVdjL!T>@+&jp77*WS z@QRgSSx+#4ghhEksSv}7BIJfTi;0kX&=&@^B(A1RsE4}VE9A*#c$s>!{IyVzi?n)9xAj`*HP9`LDiQc*|Md=^^K&5$`WQJ2 z_TTwCF!!Rg@7e!2`a5hc=H(zdKdVs^6+&nKCprzs7uw&!L-6mX#w=DDZD)U5y#7gk zJvfCO#5g>+Ao%7vKo=i^V1FSy*nd1Z*wex&BspEuCV>B4@(sn*`g3p^f02C}-w^1$ zWy;4=mmOE*;jiFGe;+^6VRSP@=Yx0%I?Iuc`bV1LHLgaJpMoR)NBoEngh%wQa{67A z2zN_PtK4&+>UZEcH#kS`Dev?HGFr?gV7O^{Ng;$%B<18AYHm6KSa5c`7l50QYF6yJ z*@33;J4i~o+4zy-C?`isOSzllN6bJu0Z2;9jeq^Ggk&*d-ToC~Iu7MMe*v`KT+F68 zh={B;@J$$5%Tcumu02H@B!g?kj5!eW<8sBt2iHD87xl3bw1NCkB3KhX#uQm8W7kyp zq_-)3>4jx~fEaJiet#_g`Q63|313E_?FHY>8Q+geIDu~yMdzLn_1~>{6jONZNId6! zQL`#nm%92(j$6GVFAz)n)u$Gp9wnZ&Okf_1xIB$RNK|k!npvt-=wK7YFBvpwjdr9C<0yXL*W2R-23bWDxkYK;VbcAW)q}B@Xvs z1#O`HI3L-UE>g59++4Kq8ESn(P|Hh0Ek5!}Qtbk%&M~QC<7t#9ub}GaZPDk+>*EDC z!2t4@sg@p$3!(!GG&G`Z_lYy*7B07Sn6`OfaPqqXC%>H)CwqYt1qWDo=T4*Ft}Jff zw(Z_~@8#oW{&@bUaClf)%&8|!YgXIpm0hcZ%sEzxjus1d+$RgdvYS}YyUe~2GYjL>|bpzQoHJb4INH%|4+&U)uG2AVIJ zcV)3QRc#G#AIAKLzeh0`vI~v+UWSn1YZN_?XkI>pfU2j4zLupu>AA0wtPhE&M>HT$ z^Ivk4D`}6{<9VNAB?+t2;T>1HhkiYL#$HhP6Xpn&#%POafch<_;SC+x5kf|%A*RuS zjEzmNM#xV4N{FPuSy`Psr|^YOdMRUFgc=i!4O(eX)M9Uq;uRyp1XEYchUpE84M~q7 zu%M(;OrT3#fB>2naNKzw2 zfW$dM+#s0{Y{^5=WeR^u;3+X7J*y~`Ou3hiNH9q+^3@@j2sUj$HrpgRQ4nFH7t~i6 zkkApX>7XjTwjyAN*2;PHDa~_AeA1%8{+7^bzL7?!32EhbLNI)drAemf!8g^KRG~B( zg~EgaAyOD*69jq{2qD0@50#WKHtR8wK;N5yFy#I84}vhk$T5moQXC<|f;2<$-tdD| zgUYKr8cAx`k>@ji7PNC04UH8VE+U9DE$rQkyzB0yUn32&5k@0rbI5}ME=OY=bwUZD zd^uL`M=bJc$FZ>d=t|co{_{m>^J}mY@Bx8Ro^|>z(mk1~#Xbi29i}eIdU4kaT+U_1 zC3*T?%eag^&~jFrtH-=IoDxDFYH1Kbu=t~}Or0whcl@jJa#jvNBH>LT5#l(W`eW}2Zf{n(G6Kp=tA5lC>f;Qq?4WeD6 zk>>1b8Yuln7jm5{qj5q%1A){u>_eo8VxRX)YwdW&HL=nfwQK6DMu|}US)-7t{7f4B zg_w=p+dj-F3^Ln~`IJgj0TQaRuk?(B=*Hk{x?GA+s)lYapHBs>WJ!WBAxkc%!#FOb zk;PdBPmVlTn6fZtI`(G?syX}9X=dbSU-F`Q8I2RNuOL$z_9fy*ud~gsvDb7KYoq_a4w~`x@*oJpm zZhR>X+#izy)A^$vZ2*n3Xa{sNa(Vyqe3>8*a9QlN-eu zW{KKw(n_1Nznx~4`uEBL8vhL%C)_KAXiBqJl0XxCWqd1nzxKC$sE9opsk=U5D~j(m zcxoY7UW+)jJTbb!S;#U;mS1bgW-QEo(HG)T`lqSCB{vfDKx?4(fm@lfGxRIzp*^&j z9L0QdXdh`uiLki`bJIM;32D^rQZhu0FrG&tAuf-My&xuk%Y>7^an$5}XRQ;PH$y1B zo79_OgS!PLj;6tce}NMZ9APvhT2umKX%-a?@Qwrn$OV2~f>)(kLa=UHSZIOMf*F&v z(;m9ekMcYV8^x$818i^ge|0{l^I0tVzQd$S^9k;~^ z89Rf6w*Vx#QTVr)$kj6bb?M-31e^U5A?tiQc;7H~hlq0XHc&=wwkZlIDL3!iKqlqp zE#}Q`$InQ9iFfn9FS(nyvg(mrYgrz~wM+5D{b=c6-%V^cXCIB_K0nte_wKi7H)Cuc zk zn33fI;gQ!sNf@p!qqLB>Bj|>O-Yr<@WLg%oPf!ctU>-?P%4!WK7gVIG^qcS@t&+0| zaEb#l++Mn-G|~7M4YZF7XdlfAE%^rrjn2ai(HRPZ)&y{Ek@b}3zTymgA&7vlfl8YK1aQUb<;DlxQdgG$r^)gBuQIIuU zSn-mZgFP$Gk#+&js*A?p6UbqoTktoA-#(@NHqi5U8*pzTpgE&sB zlz*79FzfwyRvu9Gh~KVUVAkBaSaXf6YmUMvEHsYO{b^sK!aS>b5Gh{*g?Uy!3>$N| z*Kfle4K8UQ4LtJve2%jbJI%3kAS&;yqj1BLh1xyzKy432>B`nEH&Fd+Z4pHw;E2aP zVnOK;BJM-27|5=i8Ip!kJ4|5J6#~%6Ro5X;&z$PX5n@n5PhC-M3rt7#L~!4ecY9XZ zm2ii=57l-C<03gUxsWY|yqG8TLz4&y-W=Z+z-|Tac+9f{S%A)~XVG3HRSgIR1Bl*E z=W|q98`V0RXT_$crNb6Q0=}tl9YtnWKC-nosN{)c+6zVr$a&xDFjDhlLTY|g3$!SE zNrY;y^r~q{!>2bzYIf+$%*sCH_Z&Zz`vjiKk86oL-dk)uFIk%zY_^!fr7)PEgLG z@fYI@^#6(2i^hiRs@))Y$Zi!X7>5aNPRQ=D9J^T+^MP=GL<%662qKJ3_5hJN0I3T^ ziBeckxM5yft|{xu0-cIX8yreR?NL(X=tvZd0)(+hNEP}@w{l9i=3AX=AGHh?C2TUl z-&ekp9B+$xzGmpRV3=wle;0+FqK0&(j)3AWLO|&_CHmKLDKmU)~@ndjn=UD}O8K+{XBFuz4a0r*bId=PA>I`dg)NfLAI`wBj|S zY>>@#>?QI$C_u{1ZoLee%etYMEt2TCu-qaGne#&okR= z-e#*}mF~rwO_xf;i`9#8aHrm{)nM>l z!*Q^T`3v6U10i)vvHP&p5>oV=vT@JqHo;5OopTT5Ls$l(35EYJDLADZSXlIl4|P`6 z;!Lyg$#T;{A_0OkTQD-U)V+y#P0`r~)__&2tal?ZX0^+!6!=-U@J0vg7pMUjP#Z;c zm9+reNjQc0t~Q+YJl0b0Y@SI`)*M83aAo9HTu1(!Ky3y2Uh2d;GLJ>RPr9Z=Za9(3 zl4w*iZ~>2cdI4nBkTI)`_lYQ?n>zD;8~fMKrLso?v2Rg!0j|1McN2l zWh9MG;^tCmQ`s9hXgDTwLzZj>2MTN*nxS7qzSS>o+_#PY)o*xmP`?TP590qk{x3c` zpws5N+leXbLc3klXWPu$!{Pdie9d=2x#i4cIZYK^&)kfpHU|otq-xz6Rnz% z%f%SgB%n6%&NND4z{F+#q>x&|&o_6V33VSr)~IP1;RC$~nXyVF=2_QBsq+MGl@RdstZYKTU5_)H#NLgutJnJkI~jM& zYIbW_a{VvN7#DERS+8~;W~lrO$z~wW_{M%~yMmy-tOPvJnjpTL@%^gI(@q8D=1S#NE#<`_Xo|EbNlNIxfN`kAaW zy%#inIV(+1XFWTnJ~?XDn$C@3BEO|z%zDpe#R9Tbs2c+iyg=D2lsR5~mgiLdNOuRS ziS-m7nWT1%6|)t8Q82};S()NpV2W3=GQ}@syt|m>L_g|0ALf*c54KtFrSpL=#V2&n z!_4DnF7bqJd+?g!Fe733uE!^2{!;MM8(I130r1n;GxF2Q4KRUDV3Y}{`6*2@*$pz2 zm}9aSV?vC+g|sBMaRO9-w#@jgtfw4q2MMI)M{Hc9VX*K|hN*KP+%At$EFQ zm&|+&-yacte>f}OKLWmA%F6fk$(&PCUj6t&Mb<9Rz)~CZ);E7V=vKoXIC$vumbHII z5ci?1#C;6JJ(-HQqvJ}3lfBFE60*^YtDMn|$!$euRio>zakH=*4cml>R!(Z;b^&=+0Rs z)sh%eA2mvtYJZRhA0g)XARzu7MoEx)E{89Ul1Th_aL6yE8d5R}jgyd3u8qSHl8uf0 zUV~}BL8Hyt-%JCkpIM$jsyeRC3=D$ZYsdKm@_1b&mf!uXdP%LK2;|4jwB zTpk2%!sYSu#Z7aCzF(gROkh~xd6C^}HQLAK)|NHlkRVGGMH}ZUt*y#O~107 zo}UEQ<X{Hfi;UHLo z;sz)*z;Z>Myy0{%6c|zKBgF#VDX_b=4z9@8dL2XUk$PvrCRcwNOQo5htPpxA zAQt73s#;5qXjZ| zXXGt|#ngPI39b4_$x|8mNsT5LJrOTW!bh2SC^qZ)`vvbjHX-jkGKzQ1p=0Hv;1aon z#ZHi3_!x9=F-WAKNyZ@c*_Dr-PhyZxM%lh%_JOVST5h7uu21Eui5IdFPH-Fqa(vePPXh}g>;7lxFV4Epf5m3q4~`NA+w(Um&Dj1t{YlA}gRLZN zQ=AcKVEH?-zl)Ur_U~!XeqV#ee+_}=(g?C3fEmOyNpOn@iSC!1MPHiR;%cigD63dD z??#<4H!t4BDH?mOOo_XImlyH2iFm8$>T~sdLiev1kR$e5|NJ~CU27dgbkgj%e)z>#mdOA!Lqkc zJwb@Bh0msbu6G56{JV{&vxM!ejd;x}GFU%Og25TQFp%k@_Ah&T)-04(F1wu`+V7#X zuZRU{b@5@Z7`{aL9`R9zT$cL1CO%EOol0r7Tv?}Yoq;!n`qRC$1MkXOr{lJf5YqSM zsmr`+2dNzq=w3QQgc;z;423m!5#rryp{au|=fo2n68K4pVopoUVE`E;$_CA{gCxm# zun)K8ot|6bF!jNy?Ov{4Zt9Oy-WArFhRgBseMh}C24b6A zc(Mn1-zpYOYVe#l(`cinYYFu3RPolp+tYVz#UC$1#Tt0m1-~p=h@kG3>d^U{Ru6b4 zP*F?R+b=4^`g)n-UIyOvp>IN6*x$pl@n%H71_ssoy5JX~#@+#%g9Ah%n{l^^ISst& zX1TrAFRvl)7boU{x7}(FysLUvrPHgHkhTH*fngeq*qu6qA(kKDz-09hyG)eY&rd{FJ&@l#>N-}x+9{oB5lbDg z&U8_57ZK~GC38u|EuC&S4Z))OO9-c?AZ*GGAfVi(7DT<^?Zae9_v65GbUH0xE76UM zGk9{~&C*{O#Ibr5oDSMhZ&i?dFRIV$k6_U&XjOr8+G}9MCh}^#gNF~ydox|DTQb?v zFvvc7vRVf0v^czc-F1;a`p}_`jg6)5Swv2^mpZ+*LsjeaA-w4v8hF=G3kC!&N|Z)} zQcw@P-FRL+c>59Hb*5LVgodFfW|&*lFqAilSa;p(Ej28+CI;(N4%OXO6NBw>%d1#T zRkuDkwcEQMyxA)0WvVAqqFfi&;GB2BIoo!TWuo3#t2glo2m zf)Wr{lE`rStHJm7SxA;qEj3zTWru(jpB?us#;#kIi)YtVnw|1`$!e7w%@W-Da4;Z= z@tk)BbxAabhFBAF?VNYH)jmDI4(II_@&pSQyhuUeSRHOjoZp#qt^hRPEf-=HeN?TQ zGk6*jFYuH?*Z47dtLYCrX$@8R`7U}W{$8-ZLYw2C(U0~%{8*&>xrnA7V6fQ2+n{ literal 210018 zcmeFa37jNHbtf#LIcqe!)dEI{6gs+Es;=pt(MaQwXONIaLdS^FXpnl5L^-=FyQ^xd zt4eiD&u|#AtXa!0gl#p(2MgG+eEy6NV6hi$E^}CmVL5F0Y!2@lFvg2N8~a-fe2ZD{ z|GkLFh|J2&%E+pbdZgj^L(`R+5%0x|f4q1R@!pGv*T3P)(@sB){?|Xd)2dV($BJ&b z+-R1)&T4;Cxw+6=_8Q&Q$5y9az52@4e1CJ>UFkG??FDbOe;U46s8s9aw%1sFaJ7FH zecr9sJ4IQ3W5-+QR+|mKcx8QMLuKQGtNF_2{`zjUTlb7tedosdQnOv{R+c-?Vzccu zyzWY~eZ;9Y7Cn#vNh*t?>kfOzh^G`Keri?ly`klzitcLV-2Ud0->k|R{SC4;clFoR zs||1UuHL-c&$-=hyE@;49Y zhNGmXerf^Dr4vwp^Reano=(f95w@w-_JEF~9?R`swD6FG(5o^*h+(yT*#JSQ>lIta z_Yk%q%*K+_Ty*%WV)(0|Q~);gGh}k6kO_1K!CdKy%KH99bTvvqaj&(&j-(SXYiEVqLTY8AAAYP^dAS`c$D>$T*KE{}8v>H>h6Gz)qYTlPjzMh< zez3W}q1s^8q=hTXPV_h3FVxqAtAbe&enTfT{Q6suR=t%4sPt)6b7a*GkH^PQ>gSRM zZGR&;>mF|rB2`_hmj&t=|-sZq8e_aR-?zl zr_+rElEj~2u3H0&ihJU5*%O~qli}ROuzN-lu9L@fS#%CJbFJ7uT5#)i$8EUv;~lRg zk({4$nhmF0@tl=Pv+nsl3zNsqb-XU=V78zfJPA}l9bWfJVo;%)ZqxBP-Rd&W=KI-b zavkwePJC2!?(sawSMMFFn<&Gwau$0HHqV5$wcKobWNHCxJh>_8oRZTpIq9+S6|1pP z`7*S`8PE~~*z9jP1Wn2|Z)cAh!hvU+=Krv#xyhipxxZx|`pfH<>Q&f~;W>sZ_09CA zRPB1p#_RsW_bgP}UUlAU7o5XIC%r7)PUmY4cwJmty<1}yA?Gyd<1@!3M8Db&L=-q`f#^|M1q#eCyVzf{4_wj^= z4&ZOxS$$cRhUx7Xk~~rm_2#RM=205BG#$(Vg9D!0c*4+dz?9H7gso>@W?G%?=OU1Ic9gBPZytAE{^?%Zj(vDrlR(UZzl%FA@Fx>Cr@8by#9qxZ~ zi|chTIb)>Xg{{&iP02hxH``sz&o}D%*|0mO=dpcScFJB?Y((dHWyQNGZriyP6ZsOh zKNs9y$F0-UTx|rG)2((Bb2B!4ougG3i?c?v(Q8zBIqogbdu7_TaZq=qQGKZA8OH7Y zg0p*P!6Bn|c30%oZP>K?i@SFgXLilb&hE&CNBlRR7R}~X)0qFj$=qB+2^J(WJz5>e z?INy0Z0pF~olw=@G2Y(cEmu`BZ76l2raJf*v;`YtL#od?bp8C2Sx5^bBx z1~A)1vBPD=_Z?Elv{%I+!gecH>Cgo>7`P6R!kI-J86jtCKJ`MF5+7ws27Q8=X^GB> zCMDm6+Gatj#X>JNmm4^lr1mVdyr78HpA zZ1I4q7P~=Jo|)%&S>g+U;!m+@F;U$p7Gf=oU zU;BbdF%fzfSW%PEBPs%VwZAqf4Z!W9B)OpRvG27suCU?H2gP$Cis!K?Qh`E9E#4#} z>(BrN2|5ZCmnzc&6BXMX12#t#AU3H|N;~KWS`0VYh`|Jf174rck_dr<7*rJ3@efVy zZYydM6htKrD9(+R3g8g&M)Ndp!;=q$OVRuiH$N2+grrgffrJ|cga@KcOFbH_%}T@8 zi^9;>072EQp{H7w58KGnMAKzx@GDrHK{Tyr+gZ_-zcjr^t>{TS5uG%6x@C-F1qjDg zoo@YGY+COlmqh(07IiA*ie5>LT&g_^x!Cs|zFrC0^OkFsDEyu`NLGO<>Xnx52W@0) zBKZmk;QcJ#Ad=4tu9y@T;m4YTPg!vwu}zfIV0+&fL=8-jT8(b)S8ZDBWBE!5`%5hB zR9F`Mk{Zj@l~Gt;3W7>4zXle?;zjlaaTK60jHIp56!TV#`G47n*@X2ZWbr+g^oX$D zg#DcKR;YwEQBDKv8^$7X0DJU`w9KDn(_$ambF$k}~ zV#L_)knzN6tXXfBCUWO{Zh;LIvW|AxSoO_cCwg9#PxnF4kWILaw=SpMc{<% zkt@!I==W-cR--GvOrU*MIrmtXr=Co zLhFr;(a>S0531A$nfc&x%$a7b3XH*rT3i(yahVX@g*KI0VnGP5qZ3(0Rs7J@j#^QZ zpd%`2KzFr;w)f6pP5H{*>Oucb)93f_{$e=#N*ys3 z*q689h~;Hx?Vsf@N!8rXt&F{}2928U(T@YhMtbe~v$|eG&ioNLoj( zb;uFHQJ4iG=&7HwSxr8x`4BlXPVg3l54pHb43lk4k4zkN~2_fgpcYOg^%!wCc` zZwU*Tq4+R9P0}YiYe3~U&139zM!_lX<Kj0ge4|);4`7U_T@5$XlSr8~<$F0^mbf>e>uC~bWo6qv#Eaa*zQ7kZJ z)xjy;%c;ap9IWSmFS9R%lPADrtu)JAi61%Lf%hW2HH&OMe%^$laQqFem)A4PYL=A0 zwCMiKMs#w8tfaRYy5X}ZkBKtTtMH9$R9;FbYnDIVO@D3EO|&FeeY6pM^fm6IRI75) zo$+%#W(Vn5sR$4VJ}p3CI^52^17m6bF%GKOliRm%A1`E`z0S>8P~@llC&eWXaqP$q zQd&lMYKfK``PrG7g0o9};}4y^&da$FMW{?JELTf1sYtUuxd%^fM+%%f+HU7a^XN?n zZksIVZyP08-^-G z0z|~OQmI@80<#bf*hW|u!nTo14aw(n{9@Wcl-7K+L$Ql=j^NziWTVloKj=&&R&5D+ zvpD|)CERNEy2$pxOiC#7omeQeo4|( zQ<{tuHKQLX67Llb?_U{0;wrTBcp!un@v6R%xEvxmWe}kD9~IRqhhhFVo=R*CEb;ES z3l+Hz3e&w_u(>GMFNn3STv>@VuXk*r-VJ`m*IxTO3g4@c@{BglHNdaNC1bwcb`E>`Vs32d( z;7YZNCR4@ONT(oS3ZSBFaD+xNI^?GVJP~jHp@qQ_)-f!|Dl!kXMd+)NfaH#3O*EyD zB6x^2U)Hm3P_~Qwr45&BMlf9HEOmy}Uc{nj=n8VK1M5X;3l(*gQC*Fwsv^}?HWlTM zJfWUOQ%$3(r5KgOPzbGz^?~zSAG!QE!C;rZm>56f}>0bPj3N^sY19i zkIb1C;=@^m=s<|CU?C=MTTuGE+HoOlE!)>+w~R(nK1r&_*sJZYCGOM^Tw6?O0R2){ z06h=DShWIB{L-ZM>zK4_Z^M7+a0J<1)ZQ1NR1Ed_!p0Iv%mvAxil}8pfM$^W+={^R zr+-zXg&k>KN6mctR6pYM{-ZV`5AEtu+}MW%zkwNVYhWp$Ko@$dd;N1(EXX;K=qAm9 z#t^(PUQ!T9%v;Ug*KF7`rv{1+`fn_rM6ITl%tDejcp>>m;pLF@c!0%etP`S^SgDs+ zQMmFQDWpN=|JJhmR~y-d&_$tJKVM-CP&nllkLVj4yi$)w z;C1eCS|w#%zC%jcm+sZf%XXV3JE#~~v|X-`uv8B%(+xg|AB!dWXv=foS4Zgy+1CbU zf7}MMAw5A$^xX{Gpq{|h5+b=)s(m1(Hf9q`4bdXETQx&!5#l|a7MXh#1LYLporrxQ zu{ZU^175;r?iaK6j8@^-=P*EhfZ6XPo>EEOC}bE~=6;*uY0iuk(>TW}CfP2KhaW;4 z+02Zj!^F&(TuS=8zaYI;DK;;YYYnbKh?kgynEp>9i*&Euz(LF*aRPmp*y=`tTao8K zbO0casVT>;+!IFzN%3X$5d?29$JDK^y$VK%Y*H*K4Xz((JM?F5dOkG2Tnl;pd+z*n zTfo7!+j2}}w4nUcn)E`7sWVzY$o$RD0Sg`U5G*~&YqLlBB94ys;M(cR+w7b7S-W^u^4rI{Z*qpD48^$&WzdX8q5?A!` zv)VuNCk9qe*SNq|*I&=V3|bVrQWaqtLRok9gejQlk~Tx`*Wkq6>R zW5m4GqawE{?Xud8Guq&n>c3&F#2E#oDWZ*PpM_h3+Vk&UkxIfWxqL9{Mju4c0x1~0 z5_|{!r5|W1U+T*%DrP7#^5HosnzY_m9w0Jk=vn-EkbS+q7-U^P2ixJGp&!f6@~+WY zR#`m<{XOetTbY4t1v6xXf1w=YE zrU$QNS#0(i^4^w*ID{vb|E^ihle^@|UGtcx^ zup2{60bIEJ>u9yv>(r0S8`t$9dKwF1qW`@N2%v+;lN|$k==~t;(A$Ki_;*n_$=0Ab zl^lEi$tNNQZt!-@hf?%HSZz=87=*8|yF_l;aEYZ#=!PsB3H})Di1A~LI)_G;Smo+L z@MLi?(eGqvJ0XxXQ0CU_?muU9+EqODC559&%}ci`o{7R^=>E62+PwxmgE0p~7*K+y zYQxf-{GFwHKYxS{^k;PPI?gG*r*yWcg-WWqJ)k=a0RlpI=9(biHZ-VI|9(|r#GFJ- zPxMa?W;H7FSy6cwPMd0(5hoo->Q3I0qy~U*wSY$%4rpw;f8=Cuk=mO)`5U64enVEMp9`q} z_y|ys-__`EA|qPvk0aaCe02c}c9@Wh)nm9CFOMIc-lF(1Mfc>@zC-gnLde6@{2iO% z#6B2{A3R2zGehxJxE1Zj$425)fRhfQms(%k{zQRKxOEqHK&Bx2C7a$*hlz4Vya*Cl z;0}p6Of-h!-M3J%jUQMxhL);vaRO@AKs{z78q-pkfLwaRfvS8Zg$U!(NqCc|+J@kN zA_W0?>NJ2-GDfv2sNJ4W6I^5FLhD?3a3l`Kk@@t*#R?FA)720 zHxsAuG*aC5DLnaj5_%7s>m5*g;bVxJ105Df*`*FqWN5k8w_=|@!XOAH=b0nzI>wmr zJt}BBkZc4V^e_|jDn-g$1!N@2%SgBYDh_5W(FAeP=<*36C=;m2fh8Ik2%P8b@eLf7r7{4P=+0scBIcY$`8)UqxhbEBW* zB(DR^XHAOn0!d3y)G*lm2!b++&Q($EgVjHeO%S@47m0RybW<(D*9*=HwnjYXDvdN6 zCX*yXT2Ug4?IeLo{jKurz|9q_Sn(P1>B!Q4>?4xzC?UA@R>j4Tke3V_VH_9$SO(yt zUjU!KayZ9VOGCroTVL>et_dvxemlr1B*u)-HXb>XF??$o&J<^m%ZQ3j)3!QN zHu&53X37J;kgtP~98xa<{9v@o^a&1cWcm7lG!JT|hsY@rs28$FY`suXguTQ2MNmE| zCA>f=KY9$^;rf9H{$_v@0Y~Pmr#N+ztrrWAdCnXVyh__ao+D?a-6ggHJ7-hmiw(N6 z1|}<3TYH?zMc3<0vf{i2e@!0{3C~~`nTs_gKLIeW1l&OTM(5FBaXB5_72aIJaf&3m z(Dp>aHS7v@Dp-fsNi28>?|uPTUJz2Hl(E8d%K)@2YkuFV162(0>mxH}$RZT)R#ee&lT0n-b3PFd{ z-Ql|)S;JCh(jmB{UKT~6lI9B%^qUtD)*|xoQF3M3#DO8CtH53{no8d~d5Ri9niWaj zJBBP99jGpY$YgOl@`@d+8$3)-<+9~B5vr4kv5O!nOsT`=F=1@R5)rQwnGQv)CV*L) zjzb5l#703e3%(phvXp{@Py_yRXqW*PmyD~VC7iV;Az?|DBprWfvseyos=O3d=YK}| z$Ycn^Ey>5>%IObJc{Q+g)&$s(n1;+mbwEHW+fg0wXS5sRZAP{W&E<{2WJ-H6V7Ks0 z6lbxZ;iK4zc7#T-4>Q_^{@97N3z5xfG@Fq6FiyH!2f`i{l(O4`L@1RVIPHvP1Crg5 z&HnSn&9)zmsEl@BR+}%Ay*Hw*7Z}6Vb{@$(tBp6BeV56$o0ba)Te~i+O=oG(jbh7< zDWB3v_M5V&ve<6J?6yoc8}dVqXs@NW)%cJjOX8Tii^COT3V_j0>r>|KN zl%c{zMS536+B#<9rycetj5;F9QdA#%{C_qrGtYqN9<=YU9FtNhJ(9u58p*^8C}(q1 zPKZk%3avHHCi-iLBaM%Zxs2XKbo1C5D4fQd=rsPWqTM*lq1`+STR6Re8b-tuNOYpV zcmi6eoXCvbQX`)FxmkOXE)Uz5y(cqoN{`Z$PZ&|^$?+3Q?#b)2_9O+D?#$YgKc^5I zzo5YvQ3nmVOlvuRX%V-Q3yQOe5vTh^!+KM)j!ri=9IGX7H{1{||j6pOR&~_KF zP@oJ#>Y!EqmWP)7la59$^~VmwfGye!sYpZ%VSyL^44toec5*Vvh4MR(R7k9 zJkfvG36`uv6@b_wsO1bK@&m$MA{4dW;!|{E68hb&SbPDn_|A-2oVyfBy+%004{RJ* z?&@aW(;a0;H_Lu*Xgr(}S{erjA+(9PE1uQ}gFYaC5GaeG9wCMDnN_xrk8lK-{Qxle_%F-hUs%OFwc0h&f6BB+E0eRgWIUcZ2*7Va z;Y`OfmC??KEl-GzNUo(Ph_JNy`bWl35BAfb<02lKN#Q56_Ud8u>Sb2F8XuK6c(aBK z&ZCn(aq=5qm_qtw-br!Tp8RPr`j3w2Kg~zW!LZU3d9%jdHX;vsG~Ne(53tmOIn6_N zXvpBh&{I8@OI9pMCj+9JKNH0r08#iKT|2%+WQfZLy8aRkwF20V$C-r>JB zxi?vnlgJ<%DUoqel5CJzG4{P?@waVQG|}-Ah~qa|9I4PDBxi#Tl6Mq3J|lfN;ai{` zv*~Kf7?18O-rW9ft-U9=#O_F5+$rvI_>@h*g^*01+>dkD1(AGt8hI+H=c7KxUIX%B z&{l(vwlOvpzGTI;91p~4%JJ~#wcXcBbnh66O-NVBc!~oIe31_iGO&cE(Q)6l={QqM zJOHSDi=mcEO9)ijXbHly&=Sd|WX6F{vU!q<7ZK}_Tx-z&Azt1aVgH=0`TU=Kro|#9 zq+{kGiwTsE^q`E0771F6Ptkn-J4O^}F;1X{wK(3?`_hscZ>8G$xXDH!rd}a<-N4dF zHI{|oY{oJXxH<&^saNtTK9%b#F)D0%A-y6J;3k(G$gDCfBQGVBqg?(f!!D*;KVx!` z)L<_E+W$mQSM4X!_S$zTQ@={#U;7?C|F`t~`}iw5Z-20IGxf7%sd9i*{XeHt;q=YH z@8g*1`^>CgsJorcs^I14B6*osIeB&6{Y%X}v(qZm*EB8*Z#P@VrdDVNRu2*aw-{YsmqCi!Sf-MFIEVVne15hBm<4XJ;0!#|^uJ_H|9BkzpHcJ$QYxx&ENnMjCxotoDCb-BO(pai{Ik8eLI`<%Bg|9PFB{l&m zwsxh7j1P?kP8q=kmz&6nVkGQVh&d&sL?P)RF=;y_YFAPTk@h_bp8YL{Jb4G5PN5%o zrit&$N}Lj38^nJQ);>Bg>EU}8Ds8WdoH_;PaM8){n1Rb`(K+C`NNPe^OKvmn3Q(3- z(K%Q--ob@!N1Z#7Qm&BOy(_;1yDryUJNxyAAG_w-Yl=>#+imUHzP;S67Mty*?Xxq* z+1Z($+o>FiQK{nYT}2cSGqpa3UmFbNF=yX*f<$9%AKf16;Mx}GF4bB6DN7+v*p$#H zI}~Cfe&NV-E?}`*JB%`z@oG8n3#?H)hTV%siMi$2fURG)w*^pB! z7?<*$dG+bVHk9i!4*-uetGBr5L0jNr1Y|vG@SoK#a=Al~L+R!kUa#HkEL6S5g4ZcJ zw>vjAms`$V@+p!!&g5rlZ0y3&xc0hYE}~OsX0F@bnVs3a5=?$8i#r$Q!6Y+GNssG z<|6U5QjX+r+*y5DmB#Ds7@Is~5B27&jpk7r!89?=?x2aOSI1Cv+f~X8h4F|SH$9%p zF;a8pNL_BpssDk5qw;b0Qp)k?UUV$F>Zw;{+KNj`4|8*L*dfZbh zEyn#h8277OB%W5vasM}ziVxE@hWuU4dc8@LG*8&gHl-WBQP0?hDLOsxQVP_v*QNQm z*~szgs)0OvNImM@im81G8-fdNuY;U>n5>b5Gq5A+-<9MXt-4sC;nu9dOS4dSrBQvT z=Nb0y{(`f6XTc#mcXn6gWNw(b`-{7GA|d1K?CcJal*~Ae_~z51*{twr@PFWBZmyvX zJ{%fqL2WR^VmI(0W`dy>yIDey_s2s_#E(He-akpBRgZUShsAim0OS1+xkx;%r12iV zvo`3JXDkx*8g|&p=-fBXKtkp&X6boM-MArM>}{54=SBF#sAPy(FYtzm_yE_AHSvJ% z(W6UJXo44ZeYH*dCiNbf^>Sy&NJc0(VnS7W$9N~kZ7+eUpJ!1fUB|bSk%ueMPSWya zPUbKz9d$txpK^v)#j>myJ3N6@r=-=eL8LOTHXDUtj#N>+d`xClp29X%9qQ66gG#$o zTI|*9vH{F?uZ3LCTt?;)rTS@Gi9a+lz9QjfH$)11_Hkqey^=)sSwRWc2|~Uhf|+Ug z{&C6&#~>x&Whd3*zA4EVLP&10-gHHOwx&hD$$dEW2_Y&cigikq`PazYj6}vQ+{f2$ zyT@4){1^3utP92}fJpm)WV2!|t1i+}^29bF@A)y>a3v!QS{SYik^I#t(W+k=Z9WdG zWeB%zcZI6sR!g&bIEy5JCZdDqdz6cqQo{-iDAq&ikr|YLpMPi3;r+SD+@4#Eaj*1h z;F;E(-$|`GNmqW1b~pT83rZXFcdP>=E>DTjPr;1w{dboS;kYDZv2%tjc2D0ITezqFJn)EP zKuF@JF@YdJE)8cc91qvZA8&Hsxqd@UMv@r|SoYjyutjj1oZ4D4q zpb9>Zr9zuDDr9L9q zUt`6D1Upeq3-*!aFIQJLj9ihH{Hjf(O|VZv>_5+9PX%_-LpETievJbAj+nj4gnh{< z^?X*a8imyGV=bxo*hngb(W}sw-(g_|F}j|&RTXXdOOyPF6-kLmqLUJl+lI*unlOz9Jz#@e>bEH5-pF_jozwaN%X&t8rdg{3X7HgF+BKE3a0SJA2}%h=I=gBiN>3BTbf7zV=140)2)_lU?mA@$WFJ=#RB@9bZmS!N|35p+YwlgI@bG z9zw(yqiB*{ExV)k1@ZYa`ST$A>&OwF+ZAM8KL^|5hh}+qc9yRho#m}!&qo4Y_DMkQ z8|4=Y+x~CegoD|eaHkOC#p?|ioxWGm!e5%oOOvVOQN=*tZo@zF-)ZUVVCVLJxa=-dC|i7z2Tn*3D|LjQBI>_=gt7{#o>8YxzLPKAx+7;o zzjvMt(z-i;WZRv!f1wg0tX_*U!s|BZpZ4avFq`ek-2&;j6fNZ9E?^29>MXRYEeae` zPR4G1soAb}E6d31P$mcWE`r}X_`}O#VE2|0B+LHe!SzstDEvN=;RH{UboUL zb0x@6;<+dt1VLU_<0+Ok>1SfnPoK-%3oS?=ba};ajJo!*2YqJn=zlCh4RC^ zXy3R-<)wtOX8F_IbeT;z@iJWY(MI%3B zek!M)6qh^%|3kBumJttBqQy;qc4nsF>=NJjBYdy(axUcHf0KdBohSF;$?eGcb4T0l z9BCfC>A-E11^unOJWbtxhOd!3BjP=7Y@ywsxc4$v1g~*fTtsoYT+MrE;I+Jglb#!e z3O!EjSR!ne|5nXAv*lQzX3UR?r%;wcbj$ceWN4@rZvqMpL zv`1`YXm+NNjA;q;J7*f8tWM2d7kLG^oTKlHJKXMhQ@I=|8B{`=2mxCd^avf~PwDu9 zUlMz21j-OX3WZW$mNALCNdnrxHxONju*FbHZW-t^Sgj($|GvWEO$5hiEOQDnu@Onc zyyq@dq$wFDe7&e(QPf-z>jP<=igki_Y@yyOQ&J%vxW-Eeguw|xQ9_4m8CDZ4C|m*z z+pW>9(vbs)33k}55@DJ?HPtN04m+R-7Zcw)otC#yU96&}`Qw6Zl5W)x^K?b1qdP!F z1%Rq%uD~i36}!unON*V@DXABAi@=}!bbu$~4KS35fd;+LL>7j5R@knKpvMe}SnWQuWDacMgNis0~Kc1d&=Gn+EX5of!Qr z^w6~ndY4z8f9eOiQ+{%UP9fj*mx)eEALr7yA}9~Lh>A1;BUcY*M#D$eOy8=Ju!cC& z9seI}`oUZxP%zf7aIaTFncXTnvD=OIvsx6Q4O4$jUXb>ltU|mLLi`;TV&XcBbCA7r z$ajM|4CGpih=`s_UZF|vXEBtMKb7a0k^m`y73MCu?{Ok;7W%4<$V0OT1tt82;5VSK zLU#yBbs2i9ht9XHSdc1==q9N!1L`q%2T8VK-fH%KXv3a4vMDI!2P~dMP^!hhkfaS> zNd8fHIV86Sha01*4bi9x(LaBalJtLT**)w0?E7033veOIV}=T#>k`9A#CnzGxbDJEVix?>j$JQZF= z-`L=ldNcyBbN>aKKgzBSub)&e^1rILjXtC>_UwzCYUTxw&Ef`BR5LOxY(`krgcdXg zAHw_Z-^!;%HHI{ATy^Twn9^gPoh~#mgt(Bd0F<~)Uwz9iSHgJ zYP#;t_nao5_ORDUPG<;bKWey`h{F<<;k)R(n9_&)9^3`^v^1s%t`o>DHhbiUU1>La zOBFbhz@G-L-{gY~XTB=#5#b+x_nw5DYe;?H7E-nEQ3>JS9odmnzKWp4)9~ZL9eNAB zIy^kfkR_aUdTj^!+gtilHH#9O@%0y`HA-pp)16k5aq`>MjMx5glXg{Acem=p`R^`b zLzX?H+DI~Z)P-jf-)S?C4D8ez!#~PL-=x!AX*eyHcH!rb=c-+DZ^f-tbz~7QvsV?I zTgp}VnR!NK-HO|FDlRUsq5y0-MB$@u4!eHkDnSpvRq&7P;U5!^dAPbx>20w<()nE8 zEDZ3{n9MAx!kYmjMCT^*!k^phw!XvyL>1 zVwgbTBx8jJC*2-*zE4Ds)4=UVGD101IKBxk7e7XVu zZFoI)=>}1^j>^l&QC=i5HHIi(D4;dWBpfZFRB|-A`LEQFH?$9Zgo`lh$HfBQAIGPJ zh}%9g3UOlYx{(k_8iD%dWXB-dkqU*Xy#j|?m+bI|dDL!)xljwu+FPL`ieu3w{cpC~ zy#{PUx-g|m6RSB-Vk3zCirMWKw^SX$O)Wf{#poAz&`c}4(yh|ft5diI1{a8MjWpm@ zcpulHW?anMIZcwtC?i!3VZNiI5a346+D#N}=TuF;;UT!Es^oPhswUz)H29xZt)6(g zv{nzS+p`X=^DwY(8PCA_BR_c#?roAc67c|&5LJuhJdYNNQt)q#>8d+k)!5NPB|JJ~ zh7He(&34Y5y;ZF=K4_+=N&jfIOjh*3U;>X*19!iD#=!}wSp##`Ml|M@1YH~S^TUCuyorSf>k6w@uXqUJrPN0&8|WsY?$$IUwa_C1|{<=7V+e`Nm1>u3}~>(k+3iew( z=PD958Z7%@($64La3(2%2WJbx-zqZ*oVu|!D?URe5LwI*)j@@iU$ z7io@gCoCY&uN<5;d37F${tDC;m#|VOyE-3Q@WQN0>S#!3vVg28icR_j=2S}*$67`+ zxc=Pdu3Rn|t8Ozxfw*!A5f`LB0{Fmalt~mERt5fe=S}W1ou_(8-4Li3Vn%?y$gD-! zI=o**=9ALF3&iuIbD))6KfuFZwyTDR_Si(O0OX!l2SoBH7&+!LOUX}Q$twXONE#NM zu7btobb9S}bBPWD7wCuqDppa)fk36VxQLy+B`oAzM5qXC()i{|DQ^W14hXycm$Go% zYt?}zs;+ZAbf!0$mV;7X6cwLRH|D1dm8w>mzKZu@e2ZJ}Ac+QP_H6O^RMM|a#N><0 zRxk#<(!!Az#>HTQ53k|k)YVz2c=&>@Nrq^E0xF|=U1jV5I!UIO(#qA&5eH+beOyS* z^*4U#SVo<>DAZ9}9rV`%(g;-uI-EKT-}T6}mBJlJxFZUcG+&UT-@JgZ7Ln7e0VOP( zI532C71)?YQ|VhLPX|WGW+KUZ$B=5HgPt{rOcu8z`O&eu!NX+MEGI%WGBNCyMcf_>aa-pOql(~eH z!z5%a$&#t#&ux~uq3w_bSe1XqtMZ8Lkl~i%|FsbYsj|SbChLHGh{fp&yOu>UgJe*V~rwfm4XX*8RU`Y=wq zS_i`36O^*sdPFFdoj2`dxA8LAcfO3-wwo5lTNb-+G@H)1K()|?JqM0PvE>3|)Y^_4 z#fBTre#>OLP0KYvX1fh;CB7wQWwVWHuMM@;ve{`qxP^^2Eo`l<_L*-?Ww6bL*=3n* zvS~K5MzP1z+hTnDkR|8TcSbNTUIO#t?}T{~NV2hx(t4=_5%EKxVf@I7pp0=RD)K~Y zXwIn});XvAjHOwM>Xw}~kp#sX;+*A`?>$`pR z*BWONYl$O`kIS;+<67Y3xr~owe|&Otyjb8!I~bRK*NZ50*Oxa7f(P7efKiG zvuh**xISx7{up}by6iofc~g0mo_xZHQcsSbSaMI^leH(WM^C;eYft{1LTvnk1z$uh z5ObN&DxVMKu^9gYfm1{x>01kP2{U6+9V41?UTyJME|u}rGQLUr0Z!hkFG9I zW-E2psD8^sM*c|$qpFDa5FX`%QqfBKKV?P3%|OHNW<|r#W;~G{W#2At*Def^wa42; z|BWX?UJ4*|dd;XYQ6-+x88$xC(9$}EcRY<%z^AeT=~e*g@r*#4yA-axBkZ{b7WI}p zuG#lnN7-%7vez0y_$i^KaV`)-o0z-eX^k)pe)7eDdKl`BVd#QyWYq-1lOssRxWrK#EUQ@zMpkOjOk_qy|+E43Mcxb zSEOZo{zVy28t#E?&qm=i0rLYp$&ZiVK9&7&F8OFK%fVb&#XPmzHPL^{v_}K}>a2i& zF#tcA74VhO{OK%DZ;kM@r6-86wD|f*#!nCS)1cEJ9-2FBH)ZYBe}i6qzE!Wr$FdFH z*djyP=+sS|%ElL_KscGuR2+mSe;SOLqvP|x702fvGU7A)C-TOYWgC%)ya^uwzg3oc zFjao&ZWfs=H}q7G<(FHrARPdRZju9lF?eF`WRYyeyw&XWZP+toEFXk;9%1n$p3*A3 z2ua%Dh2$TFm&?uVV!F~I%BhxzddNXU<*$^YQ9rdTe$z%4A+)>{+`faw5k$)w@Zwc^ zhyT{(-e*NlB7vdpwZGMB??o-KJCX-=iYr3CWz%mVB$F5QH@NG9NWMIcJQdXQQ6FQk z0a+txt3kW78=DIMY{j%355#H8@$lxg-PcNV?-+?qNLR>MIQRP^N4OFacF6Su-#yxK z0@sqtTUq^UNryT28y&adnHkq-E}(V>3J+PIsX0WT(nd=VmW7r`E~Vo1**r<5u|%9f za;-u8hj{s1g#B}}UKDYyO|OS^%o1d=gF8N5q((4($5Zs8h`UA<=eHWos{SC_;<+)n>9)8u{OwSW9iU`&p&Sgi}SNz_Y zYT~K=3H?dw!-J*bxcUvBtM#13M>6$WkxczE)h%zY(AD=Z@e?0UtHfB-xVF39Y#pDT z?|Q3l<+2A?iS52lk&M)rZlkk^FkJbilgFo1_;wQCPCd9vY5H=NZIv^{1re13QUh;+ zr}UO!KBIi)9QB}o#erTO`EcEKm4Y-6h^)4^8CjO|%gDN^%!`y?>rwbV$Ryou6~z15 z)GdAqX8&BU|9r)*NXJxp?kiXGl}piNDI(SU{zj5Z)$6PZQS1v;Cod4WGgw)^a<_WW zKgX2Cf!p$;+4;(S{udiW(k3Mi^;5U^FMRHYrBqb6bKDCizu=eZziNcrIhKvCEG<`y zt>b%;144vNQ)n{Br53|q1sg3cK8gmMF^sG5 zH3Ays0tZ?dhQ~3k5x6iCb*q(+LFON4mWYpom{9~eIF56 zCD@}KQOr&r^G?w@+|1$NKBm7AvQw9d0lbo2o+991rn_9JG%0T1>#j80M<}0!n?r;) zDMH#oK~_x4Fkw_6md?_l6xASOfsDh(#CRKfIJn67(O9Z`a=lx0?h*MMgpNg(iyY(( zipZDOSm2}&TyVLGh<77dyaLfFNe!2j9wj%~j*{97sD!v5AquGdEr&cg`1K74foGcd z-C2omg0?h>Cxoqi%LjkjX|4gN{g6-kk4v?W3HO1n(%l8>)4WIS1=*W8p~d zHl#DDc6(iKk8=<%EJ(Z3EjouhvaOC%N~(5qIald+TYI)|Us+ix;u4PHa%-tr_O|2V z0{*FN@xQ?Ssg&2y1>T4bb9q+!YD zPL>W_sL=l#%41Y;?!=J4t68r%3(l=P`VThSlz8z*G4^LM_KlU<^t?;?;mTf@20W4# z@x<0Zk|N|~b8f{_aS1EM1-I8h!lLeRiqi>LHvT0A&e5uixe?dz4BWnhWN!inFsbJGay4_hVtPuo&-WVH`igMdE2CjraKV&Y)X`p<=Y<5Rrr^u(dr`I|JD&yO^ctF?DzL z|Cs=jVc{-WhA~mH< zj6@m6w3nNFnUe|NN}K==9CLa*#j>mysb>Ot;z+B(HdkrunvFs*!JH_LjB_Hb+7wt3 zH@kpJyHi^1)$7J#uSlrJWn>yQs-MCD_(LOI9|*`&l7yi`t1 zMbLs)iv?DaVHjx6V!i2#6lJYxAxyb0QJ+xC|C}h+DN)pnk#h-I7+bg-tKD{wvmp2{ zTG+_CU_k;Mv>t*L2yXo({;H8!HtE>99FkcnswQJK${FX^LaVUY;zRgryDL-=w^LfT zLz&_#n+TDb?@>NQN^d7R9lu+=Cc4_kP214WK}sIxBQ1_Ejv$T; zA&$=raRhU#kRO2}yN-Wog5R(rC>;ifitL8S+$wqtq<{0+L<-YkJeBFjf7hn*d^jd& zBog&Mv8WR#L3QXZdL@45BWTNmZiB#Qm_T4|>tEqJZc#su)pP5-XQNXuuAHGxX_8wO z9Ele}9%rFE(2yQ_juk-(J))8lda=G)^2jyzy#~mv4T~l~o(X{zSs=+`lqZ%#b~XSZ ziAMqC(y);+U|>Y)r%kGqQWN@t7RHNggb`BJ&jP!5uslKlNy_{5pcO$05TcS2Am>KQ z28t%)jg~{hhAk5m&xR0=unZDFA7gv0|XVQLQl0s z`!*5{A?sqa`KMW^L1e9G+ftF1zck5Tu_7t4MRZbP>y|MJ7l0gBby@)Lv=M-bViNdo zu)tHHSoDnziitoJim_Qce9vzqM(wiROKUCsSTk{f z6%!KTL^&nIZy1Z<0rJr+(v7~trqL$MFNN5j$6`+fbJ0UKFsFWvg87b^4Vr|_nJC1b z6|6=LwdWh1Br#(3a=3u!3rMJ?||k+VYnsdAAiwiAbW85|P`6$qZmi{6@1n zZ^NpIqst(g5{o7kj)W9#a740?!jYR|$8NOUx+vIP5Jgo1Ao`^i^20Vl4ngp8h~X71 z=O6^P7(0}TkH9lc{!uIP5{^VOB^>vSLEK~mj986s@LOyeY=Zg<2>VSe>{Or@{bB=Z z>dh!n?}^wTPPsW8g;ry~Sz*I`q$Tx18%c$bc_rHNeil{`nM0K0r>sayG!mVZXq>c> z8(^3Edo8uE+BCt$*Ca&tB^FsKd-cH2F;z16QdHSP4d=nG%dUvq~1g%v4r4?O8TWGeJ59 zu}+|HlCv%CSj)Xj(E~OhrGAS7>5WkbQpR0l*$$)5G;39e3_jFCyUs>vAvn@;)J~RL z5RU8UU`-JgKQzJpRsBTR z6N3W#O{!~gJ9{~vyP(do#ZMJMq5~Js4ppb1H}G7;>sM04OU0B>=)y1hrTVXbl4DB3 zA`~$uwa>287p?aTHezL=PN|>t_zdupWo@VaG`Fu)LC}h-G_Qjc;~D>LY`!g`Q+pEYzk;?l^d%!D(d z`s1idYl2syRi-OYsq0l^v zV{mcLE(J7naQ}9TLK>9crCVQW;%ec_GD}QZigcNBE_lhk^mA1mXd$rC7&umGlB8!HBuA+mwaz z9RhL@6Nxg2YMLGhYbrRn>mKpmu5;6Y+i**5lU&iKWoa2p0HsvHb@lLOM^gPx%Uh@} zR=x5b{>axrd!3i_0}5!E4BR<5xd%^fM-=-VxWD{J^C$>S7WB9BrVn*%2fp5c_7A>C zvU1wTihD0z>+u@bnM4$)OF_Jc241U+p`_VQ?~THti^Yhx&)6&ZFFCiBd^f_qfuK}M zox$HxKH_?}0|10egtr9pN~B^}MI{_Lg(FD+6plu~k;Ot(e=01>247C5pa^2zs)Z3bMh=DN2xAH%rHToz zg6%IO-*UUO&}_FwT&fJPG14~T6Zsl9GYbu2 zM3*^ASvYk>o7Y(agRLj6*eNQt0*Xl3fR=M}AS^Z}J7M;6G}C||nvSrHLLHa|xCotA z@k^4PQfo58jY5Q!_hC#TP-?gKdv)7O2)WbowZ4!<%1;>pGgz%6!vDU);jay`F{7YT zU7+L@i*glV&>`MEccCKJ6uR|-?)9RAMNx5KSWZV(i%K`jrD&2r4^;#)nZI=Ebe*(TvuG39c3)Xx;%0V*myQ8BoJ zm4T?(U8W=(?AuM*KB!m35j%og{Xf}s%n}qf*Fo5p(iQ+bg(u`Ps;d!IRiv8ArlS0j zr*2IjMK!4veKxfeqmmd3pjxStXJ2Bm4HJS2okMRy`LG9S;$`H|u_7oB zY>A3ooJ6i`&BRQPtQoke@wtXL(j8y4=?8Q1O8%)=bFU{|oj&^AD-2q_2pv;}9jlLT)1wO2tr*FHD1Bq_Z9B2%|m>V}FTQP4ndvCX4&zu^_5$V@hJc(LO z;YCQ&1}`N4D7+k!9sqHxgCYKp>WDz2BDU0rbtp|Vv0;I zC6B7tr=PCHE@pDA!Q}|?@{eNgGjKiNTamQ3*KXi6hW9gRLs*?Sgf`2gj~T=cG|rok zcRYjvo1lx}D}c$+*mQ!a z)Aj(kUG9NYX20kx8$CiJqm+Vx)M*c-_*8DOi1B923+XiSwH%VBv^L-lG|YXKTr=qs z9Oa7&tIl^U4l)^c3C?@a_Nc3QexIHXT+PD)IPw;pCoGcZju?;Opdwd?Ucq=Cf5{OS z$a7(&PE#s7=B*wBpM;pwdC{6dJ)iJP_1~~of_ehdj0)|!B9(;YOgP?{p1<0<(>)&7?lKBR+iu$P$eU6ia=)?$-Gf{Lz zS&t>iC7-VUDoWZ%-!**Y)`;R z{9UO6jRt~UgzU8US&m)5;NB$@^-A}*qVr;M-d;AYrYl4{Wy7tj*C^+@m3FhYRDlZ? zR_M!oMU4Z0hfzM#kILA7xce4zVf7t-$Iw!> zs5t>OYdCztMl`%BAmu_~D4%D!#LwD>uY(X_yir1*%FRVX@E=G)KrX@+G_j->6(A<3 z_K%x%aE!P%GGEbtLEmN-Od*7AWO_a7!Vfl-T{Nt1C!Ll{=VJ56bJZ?|(%{CgI<9Rf zm+1yWcux&VMs?ugja=R= z4EJrm!@;Ds0xw}=2+9Yyf*q|kd!71m8Q7t{!=83cpXmR;*1e6Bmy@=?^$7oA))7uO z?|gsw0A!!L@A^da=rcyzTMxE-4cI7jrAw9K$V?PtpMreR=?Ixd5q*Ra;D`8AsPwR(JpURwY!pt~te~X;-T5{Ii66d4T{eSY4tdECBa+bMM|Z$fBRF!%gMa&sx&}O_0?Xs! z90N;w4D&i?Oa}ULaS$hEPN(-rt7XbK5CSVWoEo^y?L#Mbdz6iHvNuD6{OYVAr#oII zM*w-eZB={8W*iROPycy<{_`OH=cV+Y68=M$*LPqif&73Cb;ntOHLH$emX135ffm62 ztOB6hBoqg*-2#Ele|;*j`6(QbD)%n-Ix`%|jN9!wkI!-AoK;%d4`A1MCs zFw>1OP<)SyVIba`mNeK*rJz+#Xn~9x;+jt^aM)SN@iz-8?@pe*qx>>3 z_{9C4v@=G=X3#eWVdO%`&?}!(r*xIG+${I%UT2EmPt!hbsqQWrw@s4kDnG9-_m;8p zT1F;3GB|OCG2)oZUJIeUWT=Yz{e6v&T7b#!6Wby5P@1ZWAo6EK609~(48gA33$^b4 zCZ{rT>kp!#otC>mOG{ej4 z%Nsv~Od+|GxM7pO5<&h(ACr?DT)qeH;Pkns-K_w>9VAu}`0&}rqgcMR3}yGPaN!E>!nlaEiU2)^CfJAx^QF{faSqXl~T$E&n*McvaI=is}9Ui zcA(Dnlr$rxqx>S2`=O|~mD)n&j_|k4eRbz!`xdv}@l;cfdhPipx;3ha-R2T}M5)I+ zP5j&Jbz41g6>m(gj1`Oque5Na6a9pbQRc4LsRKnCr{}VAUjFkJBBn99rUb0WU{y&$(4@P4IU<^ za@i7mK=cqT6N`yticQ%;Dt9nKgR2sjJ!+QuC{%n#LR18o^W`YAb`%`=+Vh`7{p`88 zH0e~<4u)bv#*QpmDk?S$>(D9I1F*2lyt$Ch_c)YZ=W*oa@rP&DEETYokbwqQHfVjF z(oRwbsu^vhc>8EH+bCd0@JtkEK%n8F^j-q|WQ3)#iL3~XXbX|B;+mnA4eTH!a4V5Q zXM-by4Mg*9Hv7jPs%-mAW7{;F-ILYk$z<<<%~5Qf0EVsY9Flcb8)r28CX;P5Ee&T| zyC$nmV`dVETQ9n0^C!5E6rC9jWFl~I`@RK7<%$)=z^QG>Vlh~3vS4$3;KVmjxlWxU9)XX zT5U{@uq_!Hxli3DPCO->rY*GxvW|!sVnobk9T8*7HLb%h##G^WlUH}M%Jxpkwv|=3 zkB_j`pM9f0d7D4WCVyDPJhj?2(SORcM=O(lR>0o{!2fhsz*j~)3$i>3G9q}Fo*=@~ z;_Dw7KRwt_gAO`)IAs`3Z_nDRhtR8Uwd&P`kd$ACxm$Z1{zGwF-}i%d@1Pxgal#W{ zm?BnWelI%i8kVK&gP@`b&{5oRE)|SdKanZaKVu{Ekmt^e!SA22)Pu=uL&?(R!DZ;F z9?M^~VnH4z65XW3L}T#8BuSTS#k|$*{k;u)=853F5YM++Jc%bh3NJ#E$KcmvCZ>abV-29=c{mrErp>Q9rdTwp?bh+ZIC0ec*N@%H!-eaL{}P9CVc4;lDMx zXIYVx$RHXik#SLyY>?6__Pu8DDjOC}bj(2v*y(hi8^ zvl!#Kn8j<+->tRxSR9A9Vv3~QFSO~m5R%Db@n-J2Ad)XnBTohOeALI-Ye1kaZ8d1G za$|nH*NSO59*EPF z5a&@r78q`hP~Kcrb5G0>^8%m+zrq8zp#js}0-zhIw3ur@-OGYEb-i=fiw^HcVI+eg zI!2v{2O5r5VxOw)u$75HziupMcW-AdkOP z7KIq9HWmfV3crzpfV6J@V~S7Z?v9viYTCGNqKyOrQ*2Se7WLkJ!e~7t$lAJ zo@}MZ15EuM)h$!X>+1WLnW;vn5%i1%M$<+z(dp&o>Z)70?7>yyy?=%IIntEU=U5wK zewDdL^Z0%W1tw8o>cLfNWUjKUa;C@&TPYwX=efvDvt{blt8`<_dX?Sp9QC08ycbk? z-bHlg0a5>LX8rR>vZvNMX+G7v5zm5L(x<0A8(lNumte*(0^`qDd9I=>LqO zFJbrk(C^jI?}`4V`^9SLLAi!N%{A~7PSp{U*Lw+{COQ9Q%j>c68K@#88&VCec{%M98?~%OFCV`nj7&tVKie4U%a! z6C|1zWQ{zDdVr<;3tGy)o59>RSh=If)uHsl+o0f<;2d3i(IpGV^&UVR1}?i zL{4;M5JgfwJ7hZiF!hE7Y74(-1M~Vexj`VNrV$e8yyFMo1)gc*@5xGh6SSg1{0Ctzq(h{>A(EFDoZEr=V!^r6InGRAHs@i1yz?aLU}IDB@euTD zTcFt$jQhJsgTllJ73k6V*$|8IGbY@lA_IZ?n#Zb$kH5jAR%J7=bw7|)@z*MVr z3f4=tk8zQBT2$m;@ZCpz?qq2!9*z9Xe?zH=3eKGv@^>}s^=84jl}G={Dy2=b6%OXOTf-IYf5p`KTC4pxqLpahOO`wPzQodsw1>kmIRyQ`=a zLAhBiHrq?vXJ?ADvokxl)93hle{uItB&3?1o!v2zT=$z#i)ORJqrv}ylexKuHuwi0 z%)(#~YJ(}M4Tj@EEe|b9=<)u&5EJoZP>=T?&}h};o!VhB-YH-Ex4B3>t)%g;cXPs< z5VZksEorupiqV$CuscEKzIX%{?K@MscR4TibOJlAX#oIs8^QM`Oi#!gRx6>$g&D(y~*k5aV{iE%<0 zN)FB+!q)OHmH^iwQrIzxBQxl&Vp75dHjrn^fc3AZY9JBtkW ze>9CF;~Y|7DXJ!8{#i6zzI+fJS9}P6ZFhyZk*Dcg-B6~u$|mAO=X;cWk4T25pV!pM{Wj+toWe`-fTrsx;zmT zX>3NyULWoDZyuXSVWo_xGTrzW+ce&^uSwL0Sk#I0t#UmTy%Imk(!?)abtJTjz;-4O zaHQy85m2Ey2sdg{i-MqXHjVW??brw-G!icYyG_Avdg#5{ilBrZQAr8CSnpCPg4p*O zAirS4q6v^^LLjeafusV6kev-cNaEX>KoB68Dw72Yojq;_Y?&x;?fsJSw8X4@DFFkQG4*5TcS2Am>KQ28t%)jb`h!Hf))ocs7LaX%<2% zPzZV1fP$nP1&Rlv%~!2GtW8(Lo{YlN)&N1(zoDmEqJM8A(GapOMw|Z!3pMC0yq?Wi zMOyySB!6f{Qeunfq{J58IF@x?5Ed=~Ij-uo0M5J;ZNWwNsSGa@#U${}D4cY*M-!TK zh_zG<_#lPq$U3`n?{=$zYJpk z2#Y-x#zha=V4V6j3gbIsHX#!>AfxblR+g_`({X7#j5P|afMUIEekh((hMM?#7=I3n3c;mA#~ zD?QqdbQJ6^h@z^%7yVKT`4Sr;hah+*#PDpC4~H&qF?QhR3CDe7 z5I5PmBUYmuyw|3|rgEHwu=lXAQ-NCaiw&r$H={tkC*lw!?Py5bJwctf@dMdcX#x)NfHBy)o+0b>surGtF8RB7+aL z(7tFRv=AKW$o2Cqw;&wX(c!ToEPiN$->@Pm0Z3F*0`O`J`6(W)%IKzi*QO~Z;HDwC ze`3L<0-TVs4dAF}1mKcO$xyrkZ<(j!MI5mw*BU&%Bwj8`K|u1N+=$dx^hgm>1C=F2 zNZn=x;uOVUkapBpM`8tse2~>8&z-&UW;nS`Cw{8vDjnle5z%N zinpRzpKJV5{ntJ@@m68UiTJD9XV)2ixCI+&vaIs8FPatT14)|fYF~+ehgn5`tfl)R zUrtexT(xhZLO0}5Tl+E|Ld18VXwqqi?2g(O#OJs2=Rx+@5r(*3LDuziuq}RQmY1@# zyf8Y;Tg6U}1ib8%fZR9AFBG=@-?|B}%HD*R3o%~2-hk2RdlfDGrK!9wnMxj24D{_b zJVf6LDiuHYt-qefw<05dX;QzMOzOHYss8z$UJF+&cT1gRx7~fH*M!&E>LcWg`It{W zUbm)z*4BU~itH!(g=&+`dl(8+kO({E&FNs z=bsT8L+kL`EyOp+i;g8;^Pf;%%6QFxz^6%C?gYkb_O~TW#H$g3oPRfr*Ki=GmT=}k zP7dNkEN5;Ca+0x}qPIB8aF#j_vp0e#5@I=TqJ#XzfXzT!A`uA)KVk~olVMUSHm^UH zy0i*-4%(H@{GirTT<6-cH@F9$EgOIy&>>vi{o>+pFIngm%^55CoDrm{l18Z$C3Rsc zrGJvH}sL zj1F%|9w#ENfuAs-80n(Co>^8iqWq;LccYEu)EZd|Z!_lgy(mA-HTI2bR9;FbYnDIV zO^0l{iI?NDk2a!@Uc`NrY6&d5Gk!iNe46x)f>YrDAlJF+z-_pdx=D%sre$dvcmt(WL25$8W8h+&PRm=UE>^wr9{$MJKzp5+ z^8?2)LXI;TJb(Vqeh&)o>W5AB2vfJSIA=%9z8z`~1_ngeYVSiGwx@%eaRC@!^m z7-6gg<9_C<6pGkhq9DYG*gxxwkqd0Tkm49HVN}b*<_pCz3Ns0j)rtuYy`mex7JF@& z`v{M2!WybJa{MCO<>ADYpDX%s8)@ZoIa1OH4j@gAxHTvxL{KsbI>zCb#GcX+(jSZB z!<6f3Ode~ZrJbJL_7XxnbsV?Pg~(Vfqn`$=RYdsTS2+B&V`OV)PC=%+Kq*p?k5)t| zYC^=khYYeR&ND>#dQrims2N#X5yqy>d$HQ`jxE%CWlDETi!SNTM6VDHCU9XiC_0e|ozArSoDtE#T*cDvnO z_HH)IM2dIZ?y7qA-m6#dRlN^EeT4xD9pTzQQVI;|x;L*rrDpCG-?Sd{@gjOmLifH4 z65(U4cI8V`8y5}Xf2zf(qGv3n!Hkk1RSMWifQbFY>Sv@UsuJkaa(R!eA84X{c?P18 z8`T#CQSt}>e525S^3sq-kt%em^<}2j+PP?Gt5(8A1d%5E_lnTLG_lAJ_@9{SULviK zkzM4C2qoU=`7YKQ-5?u+zFdXM-h$Q7Rsf~S>J0-V4bqir4URTUrHitD*nim~k)1Oc ziJ5jPCvy3>DesM^a*(zv4I(I&ZQ;s@9qxLB{Hnn_S_C|EWs?KeGNUJx zDOCiRz+@4AA^fND%cJtbak?^^TM30NN8@2zZTWkFl483HTqZ~KqU_nbUAr&wHT&x%Z=2)Dl&4Sk)Ugc7*lB# znTpA;r}H|ytYDWj$MJte>!aai$FmtCP0q;ZC^JpZ=H@-#Qc3WUsOS;*wt9ECh8vN@6z z6PsgpD|r+4H&d(_x@wb#h&brU?lo?R5G+rp7$T3WYDweeuM+2pbYAO@o%D)By7bHH zGz~LXxuzc$A!%akcoio4FHF^Z=U{QW>@PWUjJgNPhk*%a-D$JWtT*(3GtT;_lV)ug zPWR1kYEWqB)SEUg{!j!3=2|AI|BmOMYb^^@6(ncY==;>`C75H>64frHD@WRWE=?fTMh_Xr?Fp@u*c8KF6N$ zF(jt>!yn0oSSdW`>j>YB&{WtFegjRjTtwB?taOBb7r#CSNBAe~L4MEdAe))<;@;eDl*#V!6XZTm_r|?Cd!e$;1{%>ZFlI0mLM#=9P{%rP8MLomC@bNvt zj3Y^16VqRpp5a=iZJr>w=jR#zzvwRMY%!sd&rk7c*0MjJp5eDl-J{a{!+$aj;-r7L z#`84I!23>^Ug$^phhJF%wxoZ!pc#87KS1Q0>L334{QlwUV3C|)Yw}zm@;sioA1%Xf z#C-B?#x!g43%}TQU&jCSavCwe%4epdd(1OD>F-g}z9;b#ugd#nt^77}d)!bJ%_`}> zjHPC8NIvA=pf_xJaN&U6B`e~=&999@CR`ImDN)Zy&^1%Nv?x<;9-$V(Gd-1*l>Hih zGbouOQbf&+k!F;(bnB-rq!QA}iRobOil`GVxb$;E%!6$nn z4UpmRR1F?Lx@<6JQBw{)V#zDMa{XnlrCNdSP^le|A1-R^bda@N)W?7qNuv#iF4yRd z3sHMDl;EL=ad^VwrJ#i4wJd+!75Kca>hq^qlKaw%*%+SwQDO;Cg9 zRJ%9yJKNG(RQovpIb&fd{H-kysEWGJS1!dXuLVFWcyLnSIh?FR? zYB%do;H zYZc`p;LXQ9VkJdkM%;&5Dv(wsJtPgIHj~(LtHhv@%dLlogOcjW7lKbgPhC;f3rt7# zL~!3z4hAlY(i0G+YlDiRNT$7Dlz@OYR)-ds zwMdeso#U7$sMO1q3Uvr#@WfoiW%!*a^9r1?Mf9DJnNsQ~8)bzBAYCN%RPB%eMZkR2 zH!P`$N-h180(XKWq{rwIH=~gz1ED5*C6Py(2;C^l!YpI*5iqWf)&2VR^L<9jK6w65 zM6>#~EvsJ-Rv*s5>XXlDHs7&;bNt8YN)ogc$1D*!hL(u7%n zTjAFsOI49VVGzV`;MUEES``qI8Bj~tk~$Vv>HwvA#KL~62=>)Iq?{|2JUGV$NV$hJ zZsgu_KRG!>p)Yfosagl;p=ZsQUn+tczNwRVp-K&(pU#--rdyzJGB*;x$(wEi@n>@k zAaBOTxYQ#4^q*~!K?(mA0Ll2%f8C8gy@WyurD62i^6eass?>wmmLI>PQogfNzU#zX z!&GC}a60ZV3W}xJsNDZiXq?Idrh{#BH>Vfne4{woUFN=&;$(N38|IO}DxK0G(|?2w zA$i3#HJ(>(1o`868&I@3hHyUdymyz_o2y!mr2#<50cx2eC`o4(5E%uK(m)g?#i4Me_D z(NA}PJQaNZf{5+YIBs*xM?vQ;j4uaUCX#T9he~;wGBBvWRcZ%#y~1D>uOXF#Y!=05 zBJYC&q}J(sHPBpE3dL-ZM<>8heFruzek$XV!0qrkWMr+@MCne7^;Onz-A#fjN5@3` zObZM@AmACqK~4|g15W=$rpUxs6Hgqm`f`TCyg(gs zirIHep|SvACmvPdIw7P0aDwT_Q0 z0|cjCz%sRrdJ`d@qO;Rj1Flm)*-yooyH(quSW(Z#8$GOFpaxt(Z4}j2N&|2w;S}P# z(e_W4v6cqgWhO-};vhQTR)^P$>&R&osI4Opj7O{^^IMdMq-ILwCKIfziAIiw3wVsC z7eiJPNwc;Pyf3FXwuE#SxR=0G>D}@QoxCG3Ru1o;K`sIxlr;ufUOR^DHD@{o49m7@ zAcSb-!EmycR(f<|Vh0g)k_>9&u7sKno|Q=p)N-c7y9sF?xLt%tky8R!6nUebxVhBV zRB8u~GtNlsV3W$==S587#LErHct7%^!E$@&|>Cy^{GO zGbW9lv+fdnq&*`W_UByrH9gG{AHVXh%lNVg zT?$+Cnqvw9P1DR+mhZPE=IcPrCv1s%%GNS0Y!^m~Gg*a6>OQAnEQKGm#R76$sPlhN zxPqN6x z2isEkiSvOk#UOND!(3x>m3TszHh4|5mX;}eWn+kyXKWeiUNF*EEE#G27Fato9J0i; z_<~0)_6IDp9Ix0Mt|T~o7ioEJ(*)9%){p#Ia~KvsT|PoQOuc?IWWlqxvfzHmf`71- z1>q0WjiS}fr{($KY^R6Q&JGhR_tKr>(j_@Ht!Dk$c10Y=iue!P6)~q=#riO7P8}|V zvv;I%`#W3QJ_6kS#um5Voxxwg{xm-OEZ*iMJ}F`@t$8hlm&|-L!(Y2r;99~wOMeR( zei4oH1hS5um3p%|kQBVGF=97b7ieIq@r5VnKOXd_aW5G>RL-oF@%pGORo{ljFD*pX z$$=i@IoxHu2OYDEYnaK6DN019Tie58HT%_gKndNK{ZY81e9O4P3eRT__qP^7dE$O= z9q|4YV?CZcH<7JfX6{Wq)oXd95D4h6tO>tr@cbg+nWE2}3Vwv^;L&5Mkedg4Y{W!I9ZQC~GKK2`)532u1@p#2D= zBhD>Xz)MES9sXMn_nAV&NzR}#a&pFvS-3&Av5CKH5dXdih$eSD4s?8((UFTg1m=ox z2jM%7JH9XdnBZury#NDv6i;v;v~eAb4xo#>4bH=5Fh|nx?-!w4f|JQ@@L48ZoRe?M zgHOfkD`_v|tN|g_bkv|-yNyGIe=h{ITn_|k&h_x=i<{O8b)TCFOkh{wc$K|bBb38G zAJOa?h00`|Hl&skh03ORvl@i^|00AlrNjxa+RvEPa!Conl|`fk@v@K-*{x&{>+e}T z$pwpWtj+E;%GRo;s9w3nGQh$|kwi(^x9*hS)M1N(k=+^aLCMFJxyW>hPflF@Y-2Ku4dL z7f7r3lplWNt@oiZ^3>2c8Y8Gf$NPhb;1FRaJnV|h&QVc;9BWb58xh8lrdj05#(nd# z0!CdzCVSwW7ovTt`&Wu9cPtmc`Uk;bv4q@~Or_CRn4uyHt3C=clO-dm(FBL*Vxn0X z$clL~{RLk!Bh%b5iD|S2vHm33LoQk&^oxrdjptp?NEI#lIKx|7|G@bq2B}_@Co4np z?=I9@2UTtj?dJX>OVHGA>JZxZ^7_lAQHZ5lM5CZxVJ*i1QoDIsj#uUBj@WC8!a~|j zfn@s0K<&)oIGO$fG6gOa{wSGoyw#*+`cGo+o4?wB*=1oonf_DsJTsYoy#HiYEK2cz z=WS|Z-+VLuNhy}&ttLVB(Fm%&oM%U7_&=Kp)DrbAGyLoBL!B13iU{Ljty47;zg9Q8 z?NQBp$%zpG9^M+IkS&XMVHIO%l}Tb(@bW6&UdG$2Cq|U?tK_}NJ1BDZdKDy3z0sUm z2%W0cLx7~$^{eQnDy<6w0P)SJ3T+H+yvs_XvP8^x69Zpi47?}nL_6Fk^v01_A)qf0 z7p0Oa1FuF8hX>UYM7+BAt}E1r*H8p~(C+wa*t@n6{@6f5=*LJ3_@lEUnPchdhr@-I zi!#Qwpf^DK1xkyGP>XIKUk-@j9ZHLcuQGzs84f!5b|~o8osC-kB>n1-!o8^VJlGzE z*EV~-U<;+6jUSI+9v24QIeRTOE@dP#iKXE98(_sbz z$QV&J=+u0q4aS3mxWn!Z0*9l%N5}VsC9l?rzU~dLanG~^4mThA>ZQHm-iEs|Y@zw$ z>Dpim1_<6jsBjlg7LX;a?$V@29|{-STd1n)fZjbSdOZpkhC#FX>M9heQFv4QN5@4# z^1$(+(s$ee@JyiAgHd?3sLg8hvX^@qg*PXDNp!LKT`ZPxQS_@}P_1u@|Bz@L9;P|? zKorva_B)u(ETT2x@1trqyOgGAH8=%K^Q z;bPzIJ36Bn202JiHfn&K)<#(Nf&h7yj~zRG`t(|V8*#{6YrR41Si?Pa3~&0!M&S+A zf&oDbhmulIYUWXR6`og*-2QT`)x|-xo*0In=wWVB!vrW0?60-mpvl8{LAQe;7J}La zmQW+`M#rxTZw5nlooH=F;5(Er!X52|hyCrX0GS%RcFXJFe=zTrogVT1LBCtWDtq@3 zi`oa8uH*0GtJCQr8bu)X=DLTRsC5ueEH>bn5s20&hkXpO2#FN517KeWfgSKp56LQ; z-~c5Rt|d9)4>#iP9d?m$qJf3Fjj=q}4ba;S^-iyL(s8@BcE^D$9aMc13m*!vaJNp4 zuvdjw3Hg8p3Fe}hX>fbs2y>fR;TjACW(goB!3Yhv>5twE2^M=wkzV{5y)~mR`)Exx z`1yW%DE?mA{48y8pQev<2k~*1KAw32KE6sH*I}#MJWL;-T<o7cI5}hGFRBwxv9mHPZ z2`y~(oq=`{&HDZ zg4n4e5j@yy6dtJeI+Q>cWW(08|6ck0EXeoN=uxa4M2lfHf^t42o)|C^Ke5LLqQ}f8 b2ijZp&ai=1-)oVuC^bkxN?{^&z_mXC!}pmL diff --git a/docs/doctrees/idtxl_postprocessing.doctree b/docs/doctrees/idtxl_postprocessing.doctree index 317d1492db3c26f096e671208f586cdc20b86846..d89e71f424348e898f1b1fb82e6f523cf007e716 100644 GIT binary patch literal 123507 zcmeHw3Ah|rb*5!&ZLQt}rfpG{ZS;iSds=K`EF*&!+Zb8$B4dliH2u2kz3x(PbahL5 z1}8Sd=1?#MnqWL*AOx5U5Vm2G`H~?a&X5d4_Jn~92@^~bW|#mW2}#(({O8=I>ULLE z*X`DOdKl{izwYXL>zsSGd(OG%-uu9cw=X+u*;({2*yy(^)yApmV!7OCmR-LWtS&c8 z-MZW8^xoFn{$TI^-bApbT|DVGyX}(O3(i7|Ql(lex7|kX-d?bQns=%-e_Hlm<-4U$ zwb{_!D=R81E35A9O;pwdD>~Iq&5isNTy}fY@3h*@lI#1`#+=ifb*hb7x7~KjPQ&e- zY_^a4J?f6$%kOee5n9Z-!I+S;o796Kf3!N+sLobP#YV^RyEAj`VyoiRs|^rW&~bBm zn~-d~f%8s*^O4FHqDonQ?LqrYFC-G^wt}IgnX+&0`FW7K`jluast0>pkE3;NKou_+lHXkB7`|A z>2jFKGSPPZZmr|*n{?!-{gY0y)~XaI9lQ@On{=3rh0c7--Mg(^Z9~M}@;3Zj>=X;L z&33)m*}JV+_KGF9QJUYjoheNSZDfRsjYhLm?9+;1_e-90SqBom$Jxe$we5yU=Q(Ns z1;2%t?QwJyXWI=ofY_`^n}ZeHqZcx3CFpc4%B(0g#LFTS3zj)b81Tt_%S`kwCd-3m zCws+yzQ3FxcW2yWmaaKfukGRSz<9JkW4C?6Wtq7feeV?Tf@Ydputx0Y(}>pm9#R*G zi!>ahHq(8L64?%Af=q)<>jaNr0ZCPr)vK%sE@Y_vFI0p}_|+ultCER15v+x5O@ST^ zH&{<-FkAV%8>MsQWaSiT!+jyWD)S2eHH?2h@)xBHoXqLwAf<&lh&QJVVl@pyj9@h( zl8k&1hx~brJj^p_-*MZuDy&?D1$Ufw-PEcnY=wp#g}Pcn6}&!6@P_P4p`XlsO*aSO z1Cxj!P9|cotTCuo9|W~NkY;n0OuP>b-vdE@zn%jW3i}26A4>WmM0S6l4fsqlvXx&M zumFVWZ;poQ3bwQTct)SX)`>PIIsd{M!#^7h!<7(FOac8U8jm*z>Z^(5cdU{8_Gn06 z7&|{P&J&f8|GBW47|-S)`p7`uTMrk}7JqLIIKHZGI_R4R_muEcpC$3UK?qsMr%AXhx`20;l}H` zcMzSrGv3Acqs>bSSMN@R;Z5M@ezT(3Dj`ipA+3!#TY7}iXXXgY>Cmt1hd!K(0;$Yg z9NzF<1Ct|=5V09t#OV`N_hbnHS})kBJ{F3NQpHfKVXpNW1SXwgd(Q3jf=deZX1QB) zWw6obS|Pqc+iJO2c}uVopWtTof(zop5_03b2Z+AflM{ZrIb;M;um!y!hyPABXFNF2 zJ;TEZRtkI+m_Dxy2nmn3vNBjb+pX1j9o!PBfMc zL#8#s8k+mrB1TQq-dpOeno9vNJM0vYlKoEzshpxuF+vI9A_CT`oF+C0W4=X;ulIf? zt@jJ55*&3Ei61{ttuHwf9yKw+dzVBO_TjzwsO`fa9qrCl=Zp2Cb9mCZ74yP<&P}&Y zI){qB+nDLL=bR&x&i-b5?qsoD?l^}IPdm=hko38}Xx2Gd?I5y+A+Ca94(x1);($^U zxdYBXOy_QC>~WmiDY@X5@taS~>{MK5_s(6{I7e^UclZ`aM;oys@)gCJbD&9?2Sjjg zuGw%7BDQlxggDKOujhW#PHWn^>e|O2c-z(2Oe@>-1RPl?f}bRI=Dklyu2wF|kPVO` z=zW|zZ8>yKvQ!*fjV8BZzD9<|pOR8B=|n~4_F}7e3i*sm({~^*5fOoe+*I^CPO(wW z)!lltJwN5nBKc8;`WkABTnlkpCPJJO)uIEpq~4WEE`^6BCQe>hb9eCbp;RmuUN>?m|~W+41#;_JC-}Z_Xl#N)u?IFLxuo z(KW#ZeQgTWj$4n=_}E?R&N^$KPPy;NsqBlh$Dw!T9Q?Z#A87if2Rx5+x?Ck}opQC* z@u!{J8ZNgW<4)Oc@-yL;@f&V#H@huo9~x~cv^wqzYyT}4+Ecrmk(Ek zi5Z7Lu~u^gqElk&Vyaf0bC3ds4+O$g8=RANe77_0V40!pbeax48iWo^1hu3>eyb)W zQuI}K=v;vko}RY28bv!#Eb-% zMVuMeap5{bLbj?@{#FMjd}|kU5UKsG&P4ddsY2iywRwI4vdeyT2L5JsHk$pXHe2-q zz}D@#NC=*a0moDVeAqoFa!zK)qeTQJTc1;l1bUYz(E?Uyg@T&*&=q}RD(36B$|{B*`v!`_~26!w88)rK$$Ob|4x-sjR_#HjY65ovB} zqy4!fktTOxZKg)BD2$-DORzTX3AdKR`dXnS@o_<6yo(5>zuVaDf_lU7vwBPTVH4Mq!$o%%*G* zF)0epPX7G}(`L5qz9K?#@|%bfVvzk%(6$RbEHhEaGcV3mYt;@$A$Y+g7YlSbD8%tX zso8D7_QjB#e)cgU{+--39w9wN99YDJLIm~kV(^jTh$h8;G~K|CQlLm$Ot#dSs7|}n zj1a#e(E_W^5i7nu*KN@Bs0?Ndn(8NzJMqnI+as?PIz;%BO~43v03?V^>`oQS)6>pA z$W)VUot`2n7~xr@;#S-I7NjiQHYY+rD`6m^yG>%jj9V&peMHw4m!!ybu#o9M zV9v}u22*2;sjQz1fum%!%QRvPVJRh&SbwTC%SwS_#c5Dk28J<>;4lU$#yS=;%+AA+ zlBPr1m{{awn;4BwN0LzssTWVaR4n-ol6)9UL5W7ler1i1uvH_459zL23oV2-6{>9# z67CAy69!eLl|l@6fXNXoLnDn;d>@aebH@wqPQ)JFRcyl}BtxMhGH13}!kWbZ5=YQ( z+Bq0SfKiG_T1F(apuv2#+i}J#oN<)g5jt4}o>3zE70Ol`Jt!%w5}YB=23+q>7ZW5; zJdyShMn-&3F*RrdgQ}S(3SCe$p-7BR(Lu#%Oelw=5;!MAVH6ILyhI|7U~MGaP&qu~ znU1x*ABtG%`P-{ygL*R0HDWRp_6##7)YxMt~A*HD)cFuc30=xplDX3+U|L59omM~N*}IHv2#j1^F+Cj=?Gp16xgdZ@`FK?}8{ zOT@@~z7-)&Eg|l;&_AP=2u9mz2?2=H5-e5>WS$haI9}kDW9zJwP6@?joZ@t3Z3GWx z)s1JG+&sJdtQDimc!Q{PfSP{Y$ZKD3y z(LbYT3r5+9HUUT$?ZKS<>7cl9btcT%L5Oe&&=l>+b4_0s?X~BC#v?`&Psi9-p+B5? zJ6nH|6;LVK1Zj~)TlnGbaewD5-~;c6c}i(C9lVLSTkwL5g*9u_=!RU%8? zo3kRRsXD~VGWus!9l>@R)gb_Js&ifJ8m39it+DHuak6g|Aj@Qp@yry$*IH4`l>W;x zpa+>^BS`<-tN=^tCurHF|MJW0bip)!uQIzj-m4U23`hK*b?gb+TCc9(UPWta}K!*_OQH zG)e6>kxHb#n)>sY72i$$*$%e+I`e%5{rN*Hz*2t*T6X>Ur=MV1fJOM%q~XIhi24sQ z4z${xRt<7`)BzyndcT5cSqUQnf|Fg{H>c1C>X7ua#?x~M$Go@23RP1~Cec5S{u#wY5Yk3Wi2Mm+qRN?K$q*Y} zLo{?W$e%SWSWKQ{MF>+&rhwpm-k*`g{mng z)98N;{WFS*Af%0$5c%W8gy(kx<3FJO!l zlHr@Myj43R;fcGbuFs87q;G#<*lnXp1Rze69_rU3luPRJ>~Tx8aT<0P%?ecTEX#WjkG$0&vdth) zSyn4RN<_m4nv$#{bt^KODzXQotTGu*6&VtgztRe%R0)EUT_tWjeT0RmpQg8I!h3I~ z!Q{QbiV&s<6YU>D|BNCm*kmKZ1Rzd?ACB47q9*o{HnfbqnFSpq#aQxGJ98y}Z3J1R z3C1(c6IO-~S~0{_1{?+GeSjHaD#K9E>%Uk5mFhr{va7>umkxuVPD=zE&3f;1M9jSR zSt~}E>bMvEe;fTXs-qAT8+9b{ic`nGjNQJa_^pb)5VvICy2abh#@eVki>J)KckruLTh7YNYvxZ%tzHOy}lh-O8V5#2^+4WCZ%t~yc>z+dGCM~yG)(F3H_gk{uy;zh?9*@lMu$~bRZKddcUp`2(|Yy+)=JHN2|BF z^;GZA&5gW?I8I?#D+HCMh7U9cSVfCgQyBVON+{uxzGh=q-+5r8;VdlcyyI#WWeQw*q_{9SK5&Z>Gj zt$I$lB{_PsKxC7(QsQv3#Hn<2sz99XZR*EZ>EPfGnnkRO@3P{Lsf$NIzDJlpmb&<1 zE1*&r2~u`l)KTl1XH_(YKC{?p)_cD}#LRo2vSNg(orlr?SJ6MCb_zkU(M}StSnW(c z7GnG(A;vxqB2GKckHJ_eXzXvAQLLk1vf`4dqj!LaUtlhoIyxlj`+u!KN)07A*){av zEEQ%!KbHh9n(5vTh>&^jdsa*^wUhY%&*+~~JB5hYXeR-P)6Q2$jzbymC=~l+P~voN zIpL#}O?=UWX6<_FDiAw!fNyHoT_C~*=-0L}!wRI-E`pO?yIN<2_E4q82dvrY zT}LF!d)Hc#*VG&0=+)?-QEvqEZS;l!#OckeRrF*W;iDpoF^=!aesoWq`ltnapV3l! z)b~_#fEDV6R^&Go>K;(%4ko`jT@789DOmxPDn*d8t5kjQnE`!TWT={z-U%X3-s@Nq z)>J0q<}1)YqcRD`+b9zOh*PG|MGlopNP&)a0M(d>PuWjtIeGAuxlnrE;P{kk#{Hz3 z%KG_MD~_7_NvBV}nK^2ypYO2(D)o~fW!KM-D*gO1VXflWj~(7xoV@=;49a^Sw_>ho zBVLUDA3^_&HbMxWjg26Y6*eNh*Ei|-r@Xf|`%>*w^D+bU$mI9)%s4Vj7?PDS$V{` z14dnagp1<5Z|lCngNuAI;2^!^Re|r;M7b!DfJ~f;$YpG+WK%)459wE!&o>A9yGg@! zt0Cgap-${&Y~E^gN|RSbXj~oVE$6logg5oegd9?c`U-BL#6W&C(Y|~Xv>iqz^PN(= zQ(>guDJ3BpcS_|#El@*?J~GGmymZ*t!C)BoSq;BYN}!Z%nFe__ye%%3iYStI4k1mK zUV0A#KP8F7?9vFgMg><|7^5EFPe31iw|@;{7}7IY;6q?vIkB;oFP8DJ>7k^eCE{WSTIKeZ2F4I9i$lw$Q#h ztzs3YO4AP9qBB>e(~{K@wBd32E>2;_$c)71V=kLi$O3Nd6=`a9nYjx*v+B%;!tA3`PC^$V^ zR9q5+H4kypI_?nQc@bR1`SiX#`YXqVF+69+!9Sc5vsF#6Tj?Bad9rvo8}qr^>TR-C zQ}tks)G6fC{4%QN9;XDi08deTMb&6GafC(k?z#_6c0T4CY{LXw1Qd5Q*h*TS}E_u z;ztB!jU$~u*k?4xG#KL=3)Mffp&0HAe%XpGgI3~y391>2p^mOnhoH!Vt+Yt6M*gi8 zV5tNIExQstvUJ&{OvQVFBF^bhQwkl_VLc5gso*IHFQd6dz9{oFq}~xDS>Yyh??*)b zy!S&Z)|skIcf5TM{nJ9Ah$;*5vQcH4x*lNw>Ahr5;2qg<5fftiTV;MCGL62P0hotg z|H_?ir`vA8-{IVvF+Y-Dg7s}&Fhh?^xPOyx-#A&R;{F%I)seTq(AB2o=!i>zoPF$4 z%yc_^9SDBfKgqieGrg1hM&G;NiM&Z1Z_+mbuU2DGA{{=^3h(V$!-6wKf06^{E0BWO zhW~HBmv62$jm<{zbvydUPkw_grb+Sl4iY*OLDUsH14NFH#frdo#65QaZAImnUqW)< zEXaN1nB?AV}eC@Td~MAr5m6TN0~*LyduF(8}mgfcS8mM z(v)7Gp{cw-Kq#^;E@Vo{dOmvF5v(jX>qT5O?foo>5v;;(+MW59+w2rvhZLYhUnNXgtF*_YbDXJj8gtaYr3nyw!ApFO`Zv%i%|VOiJAaMaMsn24 z#26}JPFg+L9N?45+b@lR-WROVGc`DxJ5xiUbZjUr-mel~i;|ALY6Q(oPRoWvSdg^r zvK$0Mrey_*IM?@n$wl~PL({Uy4v4gDY)V$A@kC}8*Tiv-1woR`XFyY&<5RftTP4u+ zHGn!fyKn%s=z1GL2MEl1`jgq86|?u!vO~2Eu}Fp-dFr&~5XGub$H%N8M<1!4t8#Ezv!Hzh5>tU$ zsiM=H>FLhv#~3x`!mbsgHnKW{Sxt$<;160+c>cb{3K^N{Aq?Py5hvowZ-gM1D^i1m z;le;1JrNdUYploMy_8VNdoQ*chIG}XBvAtM9v(_2S6z@ldD4m`FeLzD+SP(qMgntN zRLLwAEM?k0WkriYt?CF=4f%p-a~fUwhx)tb1WVKFtUya?B6!)Q>1oM?Qplw>(fE4r zB(Qn!9abotl0!DAhyH2qSR`L22x}ub1mJ20klsrMRlBm|B1~ucTV=jXN-^PbF#|BO zH$QRtvd@ADpvCXdpUnP+sb=fZ|F;A!GcDnn6#vP}mwiQ$`+tu~?k^>h+nB7DURp{{ z!10SXgatQk%onNL7c&5mru6d}n#z2cP-I(N$dr=# z$e1rvVSrV>Ooe`!U3JWC;+d8&^L`GIqj%+6{O29?X_7uYtUtXIpU!-4?7*-HT}7>7 zLX6j4Q%g5Di2Ru9s{D%n$65i{_t_8fB+m!wnXnsl-{7atOeQQGYhU_n@hUc7q={gW z4SOLvrMX`!g+vvbcW~QCHte)iY`$U?wCjvY=8DaqPKA+Lu_+;qUa|S6blBG+HE&t5 zDNr&EQC!+Ds$9CVsHgqC+9Z3A(eO~&BuA;{ z&2;ZVW&zK<4Q38~D&)|x)ZejRCKxe(QvUlc;~KdppD zhIYSCokVr!ALC6mtb|~H^(3bWxl>Hh+(9Y2D6eG)0IE4LPjQ-2m`pl#GrVt z7!lxDm6dWBW4$A^VH?-64O>rtGG`iOTqVVklAAg7PxFx?DJsFN`)_#a|PY zHIkd}%~qY6qUfsbE~o0>`pdXe`f4Mg`o`4G#V=e8ugbjAiXDU2VH>l<+*6vVD)Txk zz*6`LT6W=oYeH3K3aJ;GP0ClGg3+XEOl$P|Dlt>~XOX0E-Q2sC$es6IV8tp^Whv2m zGx}##Ss_j~Doa(ELS@r?$yCT+v393BPBIlDCcgBy%B-?9AB4*v#F&p`s&a8?6=t6o z8nUwC@Wl@MxWW?72Y-vb_A9K4l=eG(5E|oG3C`YU#aUDPDF=0eIh$?ghMD#~G*EAt zOZ3G@p+Zd6q9jMmFCkref-Y|zlP+&gq>C{-UpL;6vBEgU8^S@qUkv&etOjkWIaLV0 zhXohQ zpyyblXKH9%Dv&p1Yf16WA-onPy|>d=+mh3Kp`BC8+Z%V3VN%LJJ z(|p={i27EE#eK?FjM!V767Lvco%imhKbGO{60#jk^`mkOp!(31&yP*jUPJJwX2l=r z0hg)MmP4z+-wHm)=V6AD>I_!xy=IJ2FUP1K5TialX|T6iAtN&ZgaP~_;zT_84M#g$ zA)X8nvNaAh{r!YW-unfsVMzB`N)qLr-or!5ny#Fhj=OuJvu%1CT2P}SaV zTG3)qt3D-AHRMZI=}9)}@0t_rzWsp}XemtuFS|6QmE=j}(wb;|y~hb`-up`{lugMY z8}t|GpXNeEQlf&eHj+aC?q>k$y=35ZUv^xC=}dpC%&$l(CR|(wU?vkPBjs1%1I)FX z-IgPgDzUM+EEkszN6)vMw}CmmiT-5v228zJi@~o$|9EpZINO*cx+iPCB@ zWLUD~UY;pvG%+TPE>EP9F(up>%WqoO8!i;Okr+PmFsJElp=r2Y5aT*4Vwk3Z1m;;x zj7*b?pqq_45`arH0Fb6(ONOR0CnMzC78f!N7C9N^)>`FcR0M+ALdR_;p2Kr89S}m~ zWV-Z;b29vCY2;+KCr6287dJt=DhD&T7jva(pn@p%Rf{#x&~L<`lZ{|{g5~wPZ*XF< z6D(?MeF+u#A>}HnM#P}suTC%ukMd*N7iK8T_K8RSy;qOaqJZpO=#=IOM3X6xWNb^> zijeHyI|;8v$yPYS@0Ik2l$9ON*@W3cWBEuPT1fQBf(wc-U z|Dizp`&MX6Unzq2zcAYAf+GDBF+y|Rk7jx!0eA$!R|Q>+0Q@2yy4)&{fV^soU3D>^ z^zkoT%9Rdv_#h-lej{tZMfAru){xlJs{MuNpMi^;V)2GcJorP1;-oP_R0<5|P!JM_FQkK%D}8F_Ku0~lnjMFGl}AAg;Z@#6pV+J9 zPmAGI1`nJWZ>&%(d&QF5D9y{$nN!ZjPC5TTxOU;ol0Do_{Y{mr8vH?vJA1vyQ)NBf z>z&hmmkgc5BSlPq_O$uGuhwI>@PB^_owEAB_hoEL{%^%7YwJ`l_m4oxj27A}i&F!`f+APbpoq>Z8@r z`(?r^?|o7tXX6@rCF-<=2lsJ3xb&Gv+IB??*mf;DwzmCq04Z$y@6so>?ffahwo7#B z?4QNDc_7ugc5qN+wc!>z#dZ^aW{agxvpq4GKX{71#m{W27@zpNW-{B_$0dj2Ih<~5 zzpVQPuV4H*EtXIN7Z02*Ntbwygo^XYc7+4-{*K1BD7I@?n(c}oWa0tv;Q$uIgss{X znlM2i*77e&Ie-g1{G_3St{ju^i0j+7(M}PB<)u!w*>HrsQ*N0~*`%{+a85U!)m`j3 z;+po($!4zO`kmrTEj(h}*CF_e2LL?&z&lS92(3Eag`flk=6w2-IdG7n^Age(X5S_` z2(WK3mNu70uGAqI5-YsmlgvXlM56>{R|?v0x1y~KtuLicTMp48@fG+OACwInY2+qSQ{!yy>8%honp`JS06snH`5m zzi$GL!b5s9ePR!ZKP7lbVk%iQ?`UiCe2Czc)>H0w+FrA(^FE9=*;uE$ zI`7ea7eDi<#@4r(V&&O{_uy$CT*Eg!nFqBlB6%K*eH$9y}91D!H7+ zk$K;ZER0x`z?~;3ob=$pI1LxxN&7e+iXhDwr-*azcG|fM%L!E+ljt@&?RmYR;PU}| zVZ|kNq5am>vQuo&xt%G$*=?8Hsag?h7VT=Q=62}FMQRjTgm5N&w>CR1o)l<_WV?2X zems!X>gs)g7?JlrFZrQNWcnl`-K#}k?9}?nGW5rx3=Q)$ep`D}y5fY`CWR()!ww0~ zEN)2Z2+>gzB6?w`b-2I<&n3K=M=n{Zl`Jis5HKmQe2P8qk8<`2`Sg)uXowqdSWIan z_u%XKswUBIzYwxf9KCM{F8@C(E=x!6tJF!H2KhC79L>@DcnaM|p!pc|9*5RXOCE)q z5Yw83TDRg{*1B`(Pv)RzkRLxvQP=;seu9@1^M^ohTlp{c}0XuT~if0Y4%#6=l$HTk52lK#2! zAmE>CKg;Ym+&{k!3=#hM?evNLbN;j#{`umsnuzH$lAvejw34zqH90Io2wxTxD{LAB zNY~6_6?WhUt!o@V%%v(?di+q*eU}V@!(}O}NFp4G*QG%%N+gl8zB9nI#F!$)d_iK0 z0Mt-1g`f=kgD;nykBuqJ^_^$m7zrt=jTWv8(rdP2S%*qMVnPcw&5!;9E$QAPgm2z^ zSfZ`0U%L60vr2(FiItzX>tUz&ly*~533gLUm95?UC_oCk`7!#$c9TCP*iBEMyO=9K z*QHsmZryDcJ6Q5*yRYcNAuP-=3LEi^c9v8W&%8u=zq#>n+W;YwQ-o4?xg%#-&@A#d&e}+zJK9*X9 zqLc4FpRp}1ScTO0{*>@q6l0vSe3{IVM5`PQVL`0&Ip>8|S&)dW@^45k##&|b&f;TV zrX$wMWmsO3=@DuvE+M1XTCYrzkU5=d9Yz{A-f}jkPnUBP^YBHoK0$ZJdeq5V(!tzu1RL5A{W~1rcEvN)MQ7w0i>ZV+xfrCnuJ;`azH&1X*Yh&)63(Ei#x{>~5&UVNgCB?AD7i_&rBr>BFGk(KgvAPm|?G&>H@NWB9%ipc6=`oxhHe@cj~geSLXE5?sx ziK_hST%$T$g}c!y=$U^)coBQIJ-=D6yR~hT&dK>gu{MXZ4Lg_wVs`tIJl+Ff^&jzuoeS%G_Z?Zm%H#ObF*`@Pl1>|ogT^w5&WVx)q%q3yKR zv5oi$_>w$}rH61I)O~}0yVzxXL#fdh$Q2ftVPdk29GkSU51?!i28`;;QMt=ReKpzh z8BJn~pz$}+3AX!UgdcjR-q@qSW8ZCc{i44C;TW%fVw5xU zb@lmas-4PL3CZB=1#w1A4LbfuJ$N4T=5%~U;I}|?M1HS}n&Sc1u9Cm10qXDOn0BO& zDS?kyqLYPw?oEY}%0~&w;NxD-CSv4;HY>wzZr$ZZoRRRecRt;}U>EY0`^ZqN% zREv@x&a}o6@B1buiNk>`NRs%^N!;YtEI}wv68{G|yTiy2-PiCBcU6$j#s4@9iQDF# z*=|E@X`m$UJSB=L%NrSZm|Uft3yv5lmaq{*oJ`OZ@9EY$RPKi|zj~|KuKLY}v6DgO zKqrcgGE$o|YSE>Ew0{CQ&wG$rokikv>P5KYd2TyBDpi`;O+M}1(m@8gRuf3K-I{v> z(UHuo`VOKVq@EdZQEVueB-?XXcxrUQEf+tLW7jsp`#RZ!y!U@n%|g_FrHUGvNL+#e z7mNO1%fUeO2h)k>`3lE=*C%4+jG(zO-^;I>+$h?rZLSq+6eH+k~gM2%t#2lYA`9NHok>h((Wbx9v{nqQL}S7#WpT z(d5@4kNc)3VS0I#imnF+tM)tP|$*1A|h#!^QE%S`+(psTLJ;Qm-@ zDe@W>3;|vPWNX#A3VP4tE7`8Tf$^^qdl5 zTmYy!yLaxo#+kr%^5E%A7br1sGGlUhSX?T#n^*;ll6QMf`xSx}`WkXP=XD)=1JDdod-w?D%5)2?sc*r~J~bPvV#0mvyR$r7V6>S=n|XD_ z93~YPo`?PzrjhPmPR2peSA5ar@L24>bhLiw^EgKntXB@9`pR}~vWQ}Wtvm4+z z0ab~#)V$hJD?*#%NjH$(Cg@;@XQnH8idKN7h!V8yBI+$N{UPfoP6J5Xu%q@DJ~~Mk z_lTMI@dxk?Qw$!MGYozR6PaFzNR;>5R^&Ami1^w>|BMPGM8HOY2*5@LU@Fk_``n0; zU5Ge!2(uyTI3oouq#hg3w^)(RR0&#q3&h9_l^C)>`7SGvQW*$Nc4fG3JYqt&$9O|% z-#<=B=e>_w4cHV*_N4E7dCxwM*i-z1^Sdw**su%__@r&8U@d`Dc+cF{0MT^d4&3I!*aH-VH1AO?M%m)wgfjEtXKQ z+@+*ClJ(J@&EkO7=t;tyH=>+awTyf>iieQ!ip$?ecTUS4+F~Iur9PUE zOYgC0T^xnZ8_W?X-S2-K>a8zm{)#baUQeXCk*0drj{!vyTP<}oL-xH!u@&^o z)1Wdx&Fsrmp(;3SW9mpJy$k@P*`3SKR92`8O}E8`%r1El!w%?`_^72Lt14Bs)QXv3 zuT-0O4zE)E6bK=zRDYd5ag{26S{hZV&pH}bpdOW5PY(0K@3h?1(rFfE+=AMvGs!zu z1}jKciU!J5sjphb+3WjLP$1dsORoq0L*4fboOQ(8od!;EydaJ=B1n&v{%tT@2?~Xk znz27`4*DOPg#3S+7#5YAUqh!fuPj=?_*HHj8AW6ZLWq0hVf?nlb2g_jJfY0yN7i_n zIvHKmR%4>NlTd=Z$BBN6Qg@Pe+LVy0#PX65-vucz*$&>Q@)AK0USt0~A`RQsq2(pV zo{NmaoskWK!Ul-K4N;b%Vn-BrxTWJ%wSf!(d%JRDVY89*J8sLVisPlQ*{}_-HY`Hn z6R3Q>Jr27N)%Lz7*6QIl=R)7NB+ui-W<{*_wkk!`lF(~K2@Gu$Bv+13@SMasR^(~p zSx#9t?9Q7texaCTw++bwZMc4KIb%VW?#QR4y; zi_X%hQ=kxnBfWuhx%&=;sx?cpj09ooES+W3>K>Ex7-p3xLBlXK=rlSh~2m_CG{r4>oDcT zRTiXs{05vE<|9bP{=sSICam&R8#tf0Q6lZ1jda@U>=Li1>rBKZX6~+E=Fq{u^b(4D z%I<6t#Xb&i-z8IkvP}3(DE+9rMJkws!6*vK)4tvos!6KGnZRrsBB+g0?r~Vi_aQ6! zmNE7L>a^w1xzLZB@iDe6VWP4oSUUsBI9_-~x7l%fZ|kYe9&qGvFinhXnnC!_#0#Vf zY}L&%HnKRX7z&TfEHvqNuVg->|FO0x?7mjUAUEB1QWoSk7BQC-MU>YpzL-EySOJyk zN`i!-g;*WSU-N{Q&KcthqVzKZT+`Tlh)9JC(yYiVV{fTS#M{>}sWZjiLJX39)<|(o z1VAwZ02%APEJM?m(s;3{m7B(Bb6<7W!fjptBq3tE5+Lb9+p#|;Mqnt_kjj9^tUyYY zA~@MqDrIA`G&LzLLgD;80nK}VVui3NoV4)%hv=Uc`9&(X1UYSllbG;J48WWLz7bB# zVn6?Q6MAIEw4Kbyn#jkP#3QR;lIf8rn#nx1eA|k{gERRz1Osfe;73*{{^W zPh^&>N&AUCNG+z`c~4Uh;>;~6{Guj`#gfAN&?(KBtMogaAow0` zJNA;or$@o_zgpvI>TJ@ILMTbzy9uvFSyGtDs(;Cs3Wj(u$kM{!5V_^fRY4a{ZT^g8 z9a0iQcdi~fO2_Qsv_D}S^ihKj_HD_72oINzkd?trU6h~W>OnfB51U+(C!~un=rRke zZpw?@HwT9^zmsnv8unIgki37Sf#towm*Z0tM*37HCcq_NftWYn3VAau?HqjO36XP- z^Sp+fAeVb8^LaJ>$?O74pX)5@wB-=xik9PJY+7!@yB99XlbKfUvN0%3w|hNZP}m5E zhh|!LSpk&+F+qZ_N8F8N>64k(-h;jSdlQuv-a#T&-rH|QW*H_(?IGSimr0#&TV>ED z#2|Spk7QaS04~k|K!ykxWoRlht(&=NOs3V$nq3iDGfQ4Ci?dxri!qwOU>vh`T#Ud_ zsv()y`>jAql_EIVRVpQqYLjVw3jxi0Z?;0%6izbjZ$$qzhd7dH738!LP6ANL06+?- zkhpXJQc=W=l-^WkHzM=cGRDP}-_w-c_%!h$@BKRc8F8kiy!5XM3}g1QXU}f@kwE1S ztWYr}gL3e{%cx{BTLNnvZqQhX8y49Oq{_H~s~9itNUB z=@Vx+_|wwJZls+fFJkwT^L>ep!D`4gGNo~HUS%^PPjuYCiHwaGrHOcYB4e%Y8_b`f zLyx<`A=dh+Q_UB>skk8PBut;8PMW-}d9Zg+gi;!*}#`dGjrFnrm{b}Ace&UEP1 zF4R|v`vT;k+c^{&iQ}&{6;z9+q6V%Ym_<33yns^_R`T0h+i_vT(85TWd7&!D*uqGl zfCPYVUY^TKed8JgaF zp-6A`7sX)$iQH?PTnw9wFNTc^*@vVXTY}^bE0W7}<1BUBa)?&kJ$%fNo4Rcw28`9> z)BfI2CLa_8`e`cy$EAm$Y;#npW2AZ4(u z+*@?iae&!zc(D8h;3|UUFVZItmig1t2$s`M)m6c=ILdKo$h=X9%%Xz|oClt3_2=;U zo06IF^HF;E{B_+o_~|niKC985`5=15(}Z5cld=+jhu|`F${Ixf5cJN{mV)SzH{K73 zO^XslZ_f}!OMWGW(jnpt5=vi5^p>HtAPoCAUz4JoC6xXd>>4spyTf)KoVF@LCJvUx zp^NZw^x3Uk1{*uifhQchq4UcXY8iUTraARjrQ)zK%q(oKKj_mu2FvEIai zz6wj+E$Bq{Fitw*d9}I;2bID__c`p9F`DDoRFX0lHR@gjTEs=+L7#jZEBElcFLrd%=Bmu{{TXgcVIK)Q% zjOSz;M2WppJ$a762qDjHg4l!QlLv#@4E%+E8@(d2&T)%p*8d%J@)lar# z#z9nkjE{0@^mi>}?8>-f4!S4?ZLH633WGYqJcYyH4<<6c6*6+=mN0;~ON@x8zOm|d zd1iVdipP3Nh!iARRC|zzk|`JwEB>k~n&z01oMbwW8495yne@CG587ovw$)M9xA7fN9 zNru4Mh8r|i;)X?-s!Y7{-qXR!5LLO2P+IL}n;nOTsNV#hB1HWbec}+6KP`(6lL8jk+Vhp-oGvRJGGKNX#_ zgr!u(enG~z6vBo)^3Er`7A1t;Wi9T>tHR*`79^D2PqdVwtRN8ks{g9(-ta2%KkW;+ z;^SC-u&gK#pF&(m<>7SEy^obcpH_WkF}bKEpI!P2Pv=k(|ROVqGN+vg2kl%Dq69TM=q;@j^kO5XZ zLsJ=G3Hi6h&pU_Kes}~lnlz@{28N? zNiqc1Hr$}G5;rUYEM?-Y0xadsKxwrPXyQ3Mz*=#!3b0nvCl0Xq)6xjAuFv9e#_tFo zESx( z8QW4I6>`UWCgHUxfz*{2Vx1g9g{Ut`2=yYOq70z~Y1kXRkf@Zcur}CkZi+3OoFCj` zE21K$i55MyhI(^^Qr>eVX3B`Bn|JB#FA0@o!p?+*9rSbij?7vzWn}jY(!bJ*^wKr( zsneE2%fY&n_?W@zJniLPau?TWe{U$8Zx#d!tOz6>mI#3!VgjX0v~(W@Elo!t!Ig~w z=m-uhL>bwK1qnWAMFLYsXm92R1cqa|kDn5#{F)UiCO0TT{V$A4CT<9WC2m-_ zkIHnw6BI1XT1KXfIXddu&%|}O3;9>TRpjXZnm(}$$)A>n3%N6SuAOrmZW|RA1yOs8 zq6xn8M}0L zRLh-HwH-JPx6^7jOD;~uZOrw86=+*6_kw9V2}pLhLhKjB;c`F` z{%YJ6gbX$xk52h(yrt$AaSTcm2OQ_HWr!-L)Mh6-xfmr_Tnm7|d|f!|v0U8yQ$`6F zutqxEk>~5;>~cRxP3dUkQmtF&*8`2nay`8~QVfq*(EUX?_n0fYxRlFpHBt3I#~}+` zsRoP=iB_dj>NH=eq{lYKkp&mTF=22!+)pBDw2AVjNfYzlB>l;p-jVL}Qn5*_Dcj`; zAajErw3!)uu|6nI6|r136}d)>YYoMnSrwcUL?TJ*?LDK9Sq)~KSA@f^i(wzP8n*ORr8w}R4m|8kzN(;*>HkG%a!gL@X7z}? z9nAnhCc$sd&{Re-LW*s1xjq8`iHkB8$|*Ar(>b;(ZpPSJEPKTgX14i+$yCmw(nv^q z5^q;UAy*X{s zg|i<)|Iwzc8`ZR>X^?2bEyu5CCG}=y;Rk;RrQvr4J^sg-^!V*WdKlBy)gzA;g|DM^ z4u|>|VyIuT8mc)((b>6Qv1N;QJrat zok(k?;$dPZ`lFV8PV7v9I>{D4J+ZT0_dSD&o#@aw8B=+;%ESaK1=$2W!XtK!$KlaB z#^cSpvq`UmddwCpf6qgwtSf)d$=H^1Q6U4o>j|$VlZ%QnC2=cYi2Z`(qC6s`T>KN% z;RyQ~M5v65f2{+}daE1FH(_AadbjSh3VdLPk4<}Yi5(?!u(yta>`t?T9es^%eFi6_ zG-q?{JLA$mymvyqTS%hU6fgf^uSlZwY!x`o4%`~UQ$wIhe5m%(Kr=oc)(uUXa)e% z`FkWoQ;CZZS6f_On*o5tMHvHS&eB0iM^w!fa76X|YIYp%i2faL6l;s$rcdmM@~5TY zi0;m?vNX&I-K1Ss*-|;6gFk3_XXkU()5Tn@m|}`;y7PIC?i)OC##R;ec>7iq4OjB? zIG$Vdcr6^yr=e3;$8&SWw&Zw*#P=>FycWgrd}el0OU;-Q}06?0JFJ)*d&4v(u zTU^L&2!}Jhr^H8jBg&Ub?pR%TdwsZu-R0F@IVb(eX{mA;(D^ zZZ?bZ!@_*C+nAex))(l^wY|G`;@_l$bJb^>zPtCXcGn$Tw%K6zR(7KQvDN{044w}P zC7aRoX!)S-yZAS%^^dhLR=zlmbWE9v$gPMQ%+~Vva1m#<`d!g9d|*Pqk)BgC^HY(p>IBc9nBi(g_x_rM zA@6-v%7k*R(p^yDxGsTNn&tT~LwO#Wrh2_dQ>h6Ui7Fh4$#LZowHhw(ohgziihULo zsP+lB7U=1moFMS3nP#)b@50^?GOm+O3rR3imO3V`dCHQa8Wh6skCNs3zTnh%tvDqE z)o)WLQMdjbe2h=O3?<&pePkPzWMY!-tASMSRx?tPPjv337>aG6F2_%s3fH4Q#&6`j zhFpR8bSscD+eL5?br9ruavOo~v&W((!rReb5ZZ#>gmT{7X*FCK#7YX&c`#GxpSGYw zj++b|1v8Q-d1@+iUlA7O7=W2?+SR9qqp6_w?&OYT{aq7@qnsmF6dKgQ7l;8EGPs56#>XG zfb?E68L=umF2dlZztxm+!sYLU-B^f?;_oItAjM68Ml_^UNB>SHLEHu?!?GA(`UjQNGT_f~~Q&nH2PfH_Jb!*mCl{i@6GGTRr8FtBA9;79Y|4~aKoAqykQpp;T zp1k_H?z{MP#_{7`8Y!$5ThnNokQiBpPH>vCrm)UWg^`*Vk&ukUNQM;FrRfkyNR0?Y zOnpyEVf_%Y)}1-sDXcxIV@lxEv+Owa{8SjJoRW|XP7O_A-JK3^1U?BgZ1^<1Ev2wR z`{Dh7Ov$38uu_g}h_xw+iL4O&1xaMxPf{imS%Nwo_T$qZXiLARvPh|0l#JMmX zg<_9VyE=ngRjUo<4=>c~^#tX;kwiJ~J(McZQHw#blT6es`tbp=(j!aWUnfTZu0i?p$@gST8zP(UA1h7YxpmUn-)zsF zEVj!X=g_p{+(aj5pk^Rfck9je{FFP3RAm*{^kUmWn73>dJGj88;ZSWga+D{kxal#> zQ#wd8cJLf`>o)e>PG_9p7TCrd&gc*~0`K0{sW|%%9CnW0a`T~s2c27Rol3jGnIi0` zIM8g&x?E|GeHOVxjpoUkTb^^BgH^xOM0koK2$VD&#GxV1VFr&&i4PpU-r2o#*EQ2l zYudSX_cf0{@V0BOx?1HUpQK5YCZR4oB6Q*55p=6=Px77 z^WLRa12E-^EY}wF&zLwA1h$bY0wClny_ZZJ{#te!7X~-|tuk>K5s?qX$oOfx0qUq= z#~oJeFej3Ypw?k#$9RduvOs0V3Kdf_=pNw$qms$u2&`?mL1QIuSR@XWM`D#YRACU* zRfmoyp2HJ|Zv-Jk;xM33oH*o9sfj}qN`LSn@|u;y!r)crIi@wcNW@l@YDM4gxzRUx zKevYRmKv`|G+z9vAFs;PAkBh&#Pz2uW4L5tO8EZ0qB=p*Xr?P0WQc%f+i=k0_IrC2 zfMODI~4!;z2Mw(v(&|9t^V|EyNNKT zffF8A-d(J9QF`^Zo^+Kr9tqaSeRa(?`me!hg@~ZATO4233NT2+Hjd+KPJZpSYxuUl z(<~KcilyUx>m&}5M4;B5?*-@0Hk+LW3cMme9$FTx_fZ-`E5xVhe7GK-Y@lrlEgUIY zucNDvSLVeNx90Mb0+st0Sg?RHAj%FTY5ZVa+vTD%zR9(B=mboZ~}W@%?PK(F@K;!A`SXE{O95 z0H(@>U0FgPjA4Qz)pDUl$Ag~gRaOQYirr4L5Izddrej0bm$5&fpal*g8sRMXit`sQm1gD>Q_4~q8kgiX_$^Hf#^sq zS1E<4Oa|*P7)k+fOplkYm(2>ZxVPBv-P;Q`(^OPy5j%UQXMF?+T7g7&K1U(8J7soR|^LoK*JfFH^=hdL=hW2c!4-7pC!8}8O zp(92~bdS63>8jhA6~LOM9hFYK24HKj#}C?6?o@h*RtJ|rHtRU`RH~^SNWpKBq&yUC z^5+|!;;BLf7gBTTtQRb=;bP!ku#W3D3$lRo4XEo3>p2UxW~nGid`YQN1U?V|dChXQ z!K6g%D6$xD2+pNf63^)pXkphL3eIsGCwe&iCs-}) z2^1KzNC&M_IUA0~p;L5Oa?S-dkgX2PD&A3cXZ_y&uz1GPMzIc1c#OBr>MtuvhsykX z6+IN6C%g~QocN3MpI@N=ya)g325YEAXTHVn5p9m}??<|oOL2HGcc`r6)|IJlus+I5 zhOxd>g+vgNfGeJm>Z*2PFwrNX9h3vSug^4VT0FSv1$_^7>ovw3*C?pm={)28u)^&Q znf(j<-z9%JE6BmHlu&pGsp$o4OU+tMFbi|pssr-*+d$dZ_U?popzILp23q?p2uSx- z)?iMV_n}MbaX8Pd5Gf%eUm0A#A0m4kmzra?!a2NU-=P@?cG)R9GccFO=|*MudZ*if zVFE757k4pXlrdeY{N8x)&~XwkUOww`o6wS7;kb=Hc*o-yY%=V+?Rm1%yKQ<;cDrvE>lMflYK literal 127247 zcmeHw3!EHBd8Z`nIePmcW6Kt8*^X9tcP06OgB;l>%MZ*-!q^52C(c~&Oz+N&W~Rr} zJ(AX7Vv~^A&=(#ao`D1$6G+Hi61W_J{EoX2;J9$ykqejP635|8j*v^paS4GO;m6(o zt4CMYOm|P!%>tKE-Cb2*eXshyufF=~;Wckxv0~*4`X|~Nv?|r+nQ6CNZu(^} z=tk?yeyP*&nql|x?%qeb4|OM^4Q=;y;CI?3uN$qv7o|$IUT%BM?)}|p3w<6|>%p{W zzb^1fVbyQO%`0mvYb)#S?@m-UL~FuoSoadIqRa2}gRs^1OI{FEoAZu8=Tw_>Uc2p; zou(I__S+|eE;UE%)%SR32rRQkZ|HL9*S1{18g?t&qYcG)a+PzUwPH@kqt*3l)9W7Z z%(_v*4a0VIwi5yuH1~6=<$&h7u2gq}01xr^nx@;}f2}WfTI$EFTRPeH=IEPFv@Ue# z=~cI~wX(Casd7o>oXVxqUHdBS>b@ZK+wQ!#uM>FfeXY}ey&i<_zP8u$gMHOp;AAmEoIuy%9i&UO5oxb2T`()Ys(%-fW>a z#Q@WH!%kb{ym|sDcMF^xV3hj$3b4+(`%hp|eScp|BV(w7f%m z%GEY_-Yf6HYd3U@bAG$whKKgJ<(gaanx%z3dl{Aqpsfrbx7qYVw?|B(wT#CcNfG%| zA^(IK@}muB8uf!g3xh*iTbP5_KIJi*yb9R6OYq{OL-8Wx&wV{?*jhM9JPJAq5hf;{ z?)fMa-{4>{6OglsBL}*O1V`$h%9`i`HfnE&5>Xj%72Zyo;jJ=PnI{&jDkN1Z61EKt zwqC$4%9#`?tsPO$7Ye}F*a5hZ2H?32Kqx!lF7(>5fSJQqXcG$;GL)_nite(d@ehpH56MySS3Fp4J*>Fw@uHP}pFq^sQj?t(8gxUnw%TNtPeM%;)M_S&Og>U$Uz9&K zB3eA<);pdKM|57$X|?=zSPU9&JA9zyleP62RB!FV7(6f2BFGlm3p1AAK5}kM zd?=@>JyY|%CU>6cvRvDTMxEK(I{YVA8yPe_oZElxJiP8z7lMd#loupN*_g08;+Z9% zshPbzf8;BAM;=Hv0gy4}27mZi+CsP5Z`KzQ(jg2;m=7(lS%w8tJOeAd?}J(rPofQU z_m6Tf;C>-im7TQ^6AyZ9+i3Hts&~2s7ikI-b5iGL#kjQx&^AvIMe6_>S&cBvWRG1q zSl(ROZ@ATFH##Q>%iU-ro_J?k^=hdab{}IOgl>D@3%k*!#fD$*)IH%5^q6AsPSCVk z?p7X(*0OF(-ROMoROt2?*@HEocwlF(J_zj90H)oIR#(DCoi(hnhSHYgmUuQjqqQ7n z2}+M82cVhh+pVmP*3Wh7b?!JlM8?>il}pJ8n^_4~I7Z4YVJVjUW|;I;mG845+CcUQ z)7lA6hz{M+Xw^M(Z<+N??k25I8NQL@24wJ;;1I$c1$CGsx?|K{ln8!=u*f_^1Ba^i z%k=f7(Ky-dM3&kwiCIA7{R;k!HQw*v-I=d0xDD4iHt8J2y7r)R+tEp9299lWw$q+> zj!!x_`|bJDZo3>hGsmVKCt*$(dK^{fbTx$2iZ!JQ5;|BiLh?3BK4Jwd;xJvfqj}JA z?xbLXM|vP2@`e@9xqAPB>zupqIDG65@Jk!6AmS5l-8te@qyY|^SMZz8EpXi&?f_1+ zk8fb@rk&QbbItY7JpA~z*G)?Xcn;1?G36(RV9MGjsL`&ObF$gt1X(Lbp*<0f38n-) zOgc#(xzlaAXAq;P_<;jPN$>_(<2E-49k*F7G`xo2UYPRc5YVVXk~Il#A$|iAi{OTH zs_Hthry3n0?}BR>tE4f?0kGKNBga7h+h=aM#mV9q$8Q#9n*Qm!SDyErTdG0HKjpO- z2t1vS&{u+uuD|*^@X__xTq_yrd7L;2oG2Fj{0J<#KAQ!j&)nV#Pd2?$C7g8btZK!o11nE8@S6b? zjMPoLr=8iVf7hAnsp&!`3|qm$efv(IK0S?xZF&eTxKFHR`wr}%K5$_FfqeuR{+ix@ z&GfY|zJC98`%fL1rp1vdp$UW*9?hQ3GY`LaN$2y-!|zMXDB+U)VGrftWsr5l)ogMl z{%4DV24G?IjuhX0r3d=#04Fo9I_+w=_6*vPDfKk9-B}|9bY`3Bj*|cKC;W(Ckupk35&OwLzEI9b*DE^=| zk{+%i9KPFu*4*6z9(Z_sw=qfgd2^iVXph1dT+2)4(PUwjIh2CJxkKI}4IA$FyMx%N3|0 zArJPlZU|emSY13%j4OV~ftfD?XN5-AI$}cyypIHnz|QIe0LCzbHXeI#p;_h5gcPGga+PQ4XaoDyHm)qR(b^-72kTOffT z<%N}?ZM;)ny@36xVvEO*ilIyFks>92c9C-YND~Yl_930!BL$?U=oqoyM%! zCQZkX6*3t8QmF$d-~})h=&B8}iTxz#$M+U`p+G+^7<=uu%lY@H@1F$mIgr4b27w3A zKqvVZ|6q7D>CaTlkGy{nBkg0)X1x)!0=+5k!>GnjoT!sjK z(g~OWn*cE)Lv~ojzVEbi7(C@OT^BDAWcagHq~cZEtQUkhy*7(K09RZ=LUw&3!K_zu zvGq&HATIJ8Yz8`Dd7y_82ArNk6@s7xcc&;iO_{R%BxYf4?c#(H6XT?jGh+~o+1){w zhg*lpmL0FrA{N2q=Bjl#JI?F^CR1k`Q))jC3`Y@bkKu?x2u&$~#8y6^wh9I+Ij7}TkNVRar1lu#W~$D{%$zDbejd>|QU3VZ43%Y~BlAkc@&6eVjY@=I-e zoM|-@c!hWQHJ3tYQ!d&%B4MsDeZqz+)21P&+ehRCluAh>bl*ec>B7lko2)Ad);(?; z79lAL=>$1*ZV4M3eLx(?chk--NdOo~2~INvB4#wGuXa04d8rjg@*RO=!te|v(qD?V z^6*hezRVWcu!9AXEj)?u6NF6Io_uMD6%5i*{8ANiSC%NoU&%?ONQ~mcVG&#q-Y2qg zh+h&ON3=2FZpc8H_DuO%t5(^>Jy+1zmr8f(ez;5DV@?)aB^Y(mRZ4)uy`v;KNQU-tpW-kc*}=!$i*^^ro`ewD-7yl zK_okk_J(4?shc03)5U@YND~Xh{QH7Rl1$7MVEeV!0i`(FlNL-$6N-%qIHc~@o+&)P z%L>oBXj}v|bQzv&=A!XSRs#yrpi#_4 z1gEKuK+phb0`X%kSkxcslmx2FD6{m;jiQ{ws7mAftvv%u?(ci95c}V(5UWeTC7Ac` zGsId*z*nsX6cRwAm`lK|i-%ya`6BhEQ2s3|4CuT}DE~hU@T$?*q0}5WIQI?sPWAkuP zcsY^PTRUKd0iBl#<mjlb6YS8!kiM zn2VuW@oJLS60G(St9j_Gb|sMaVTL>-R^xcKVKt&o3ag!jJYEB>60(xuwATk=39= zU}z+Bf%*0iFb_Zld_QaYPzF2?gR}wdI_G6&ERGmpNU`rO$F$7I7(x^jgMZzM*L0<} z2Mqo{8G{=sH7*M_N{u8aMX5!O$|hli?8_ucll61ZNZMrVZ-s=lt06l>`Z!ks##LzF z>*Jh*9m;q(`dbZmzSVF-zG)0|`QDL(7w~`9YX#$#Rxs*(F$t9HW+*Y@3ywV-z95`u z@P$kuN}YeIPYhm&T{-r*Lc$R%B z#?0`uR>KKqpfSvuVS73{pdV7+C`9~%6=XUK><1#=%MfA20vu;HEI^n}V}VIMF)%+V zFpVqn&pOxstrb#q?l=ILKf#cqbH^H%#3-3j{8DuIg4K|MLuedx4%uaZC$P()&lJp0 zS;4IH&ecHEe`jbi;vJ4r8{Q#0r18!pl)%=Tok{x)1sSN730$`Mq5UbCFy>NnL(>>? zdmmJiQ&Qe23Vhd!0y?8!3j}?eQ9x(Z)r1T=I{%>tT)ze!XKY*vHl`dX6&oZO#!1biCNzspJF{fwG!fdYK_?lw z=c%H=^;Q(nMdx}T=o&@=U34}k5F!E4o~hw)wHjUs5{+ptNR8zu38ZP6M^zYol@&&H zks^ZL%?N6=8gbg&h!hQwCQ|p1-lx1^kp+8f=#2bCHh!9Ptd|2xzElqs3PURt>N0T< zGi)&w>N1hzBE8;fI3WWxhPe#fx_Af$Z!c1B3gM4iVL<0uLik%4!i{*A)5eBpX@E4I zeOJn154mO!bub*xF@D2}7&`Z(#9ZxPGGgf5pKDD0 zJF5W&|I;Yu{QrjWAq?baOrTLD|B@92boo03l7Eqr+(`a7ci6}u@l=}peI@lAlO(jv zl!EVJeujyizZ&WM(#U6*2CQG3wMk1!?s=*R`?pqv)n)kz@czFTVJ&3&dsYJqS*B6U zW%&!wH4;N3Jg4TQ*l+V%5Z2gD*7eF^uwMb~4c$A=sWy6r_&ZIn{F*$Urp}AilW`IG zI^(EOQit>$6&&K2pgJ)nhwVE)mS*N|jlbsSr=+6jd#-48l@+aYRdG8|xrfopLRGxP zYCxeXXcTi*@h+(_@@|wjbw}Sf{kp^0BN%IKEzO{UV_{{=#w$= zK0Z=wDr<#U)*N-*HhF43ae!D#ty&II-HcAmrwQA(UWld8^}kTG`JfeTbm2P=)O~=_ z#zOc$W;LJ?J{rYb_+roV?2{KK#qA|?HsdZLx4%u1$ffX5Vw8E>tZV?%8U}Q8B6i#s) zL7@TC1m*S81JWwaNbg{TYBT1QX42$E?vw`%EGalWPZjEa%nJ3o1l*PH!RQXpP!V)v{#Cn@3x|*E|63p>Ftb~76SPps{w^T(kSKv`D;=j zpCu%flzP^|t=Q%VJ|XVxsNUH`U*zuWs-OYTp3 zqxkE4#{4BO?ZMS$wSSCTMeiAxJLvk+CvK&CV~nGVGV#f9HIcYGY@PU&BT-!=r9a;h z#lICw&sz^}&vqA6?+&YNMWZ~{mDtBEXSI#&+XS%Ndf7uvM}fVDeIYqQ{8AuaH4Mmm z7#K!ZB)ufJ|J*B*#3;$Df1-jC1UaSTBQ>wv^T!?Hf+P-3wqok1)8KD$M^ZwfY6SwC z?o+Itgg%qZE2{0a`X41xBa~O_twUKnNIWx{ZgL0j_|_GYzorO}zPSCwK|D16_%-%36dJ*Iq zsSh>V|6w&-;hhQoTMM*5&1P)mopB0f8xyqJ36Dq&Ky>|Wj#8~=@~`x$2a;wf=tHQ6 zQPqNMZ>$pXP1*lvMUsA%@J}3Lnk2|FQ?itaC_<(9VDko>l}&IxjbzUC?-^e*Nxkp{ zKt#n2$xBpn!+N2S+`twYbVjR(=*W1Xk$t3aRN~C}E-RYpvP(CV?L_-L>o`%Nlk=2~ z?9$@IWjDW-h-Um2V_G9U!k4`KUUfY}u>2yI3QdoE{4Ou-w3{$xSU6By0mVP-ANc0zWu243Af$&Ml#^~u^M`@Pvo z^u!C5^enOKw~rrf758iZ;5|+yWU08EuR-6(^&OrXnFL z8Vn$`=8qYCDr)g_(Y1wzv?e*cgR1xoc%&aG!^ru=JxNi8oi!ObfF%(Jj`W7ns@8&j z-F389+*MusC{Pfs^Ji=PM(edAcQIOzx^^Y@toB>%lco==+dI>Jl!6yC%!?P-1}}F2 z{U(cuQ1SFay*ghBRUrLjf8_ik=CCH??y{NGRykiN$@n7hWES0!F+z%@|Hrsh^u+i^ z(iK7|E?H3#bs5E&bWSp4Em8>mFJi2u-m0A*LjMXHgiXUsAA)8efD4d1P3QsPQ#J z=!op-@s2?=N{=2Z;w)P9_&S0_M2|VaSpf2Lf+tO)$0v^P=y7V~IF2py05a~1V=*B3 zbt2{hd3R1u;fie;)r;=}jAO`4H-HktmjVxFx|X~!ZiPHc^eZFitzv!#5#^{ed^j1d zS<)9PoaALMC?V2Hn`#$`c9v&PNb&qb6Aw$z( zZ4YMn+NNg)#ZlPosO+f`W=zq$HlMK;i|P-)it+njD0%rQD?mhiibjW3Nfby&yXH+@ zAyEv}sSS%XJi@~<`&hyMb}RUW*CAMk;;e6Db1?EcIL@<|Us5O{J|YGnO8Fc~T6|NTYk6CzM8oTjth5p~M8dk6mjb+Y07iS|#0+#oQg7v>z z!K$+gX_^1RP-Mg^9Gf<*LIe10fc#d%A*`Fj!j)rwuR7ZjEcdbj^jOmmTv%__MjK;7 z7pl!b;`cccjW!W=RR3Uw^)4O}&pXiGU?Cd6=$Tlc#}6>2HLtRwjjlB}K?WumZH%-g zC!>v~A|X4^U;v>tw;6mY!g^eEZDAp;X%W_w#=KQnPr7tiL1WKehqFJdSNk{c18Z}b ze(mGx%5L-+>UMf<|e>y;bA=4R9X$aj}^~91caD5 zkuu~$0lS5`RrJm=3)rct_eANIC-1czW5yzA_ZBqDixx@LQ_wDA-zI`~Bj>&T>M$UG zn1NxG_xj1){&VwQ#VE<-PV>Ci&*zUjMBXb0N7q1UQAtIo!QWB@Q;AdUO$783L@@sf z{aWR{ehm%scyc)+m=mTdGCOSf)j`up4_hjVELzxd)g~ZRge^IhS(NJ(5u9z04NiJ} zxd>ZQyh`ocitXrT3F!qCcTmZZ@y(=2jYJsJ<$+9pPHtGpZYfgI^A6<$Z*Q>19NVun$QzM?^x(9!z zyG;YbrsI|4dSnDdP>k*-jtDLI)gLr9h^D^63J?(vqtRi^6JgS+p+!?i%1;$j7^x4X z#%8T%D_ldte-wKyvKbq>hMYp#hC?FuDh43B{s>2@7JGfdEXOrRq-7RkL1q*7roHF1 zjn#o{o05r`zJrpV+xoB-Df(5xYdNMg2^g5$`m$PJ3 zmjN?ox=)4&DKdLo+$#EoF^$YBRP;n>Wmsa7^C;aIB^Dvs`_U*b{3UTtp}tqMZxbO| znYb`8k8)uc&^p$j=^~mIv7{)ZVx8Ivf@=w)kncvnR#C`z44CV3L?QRv>V@oR; zlOBy!lv%WB3W|6HUc+3}(!O_U;L^Lusf09;VW{RX#fJ3%c`th>@RJnlV zFZ0|ucsA%nMu$%;It&a@J!^6w|I~_N!kYgBYP4%+9Te0b;m`E2(LfxXrQFBAA7RF; zG2{QuXRO64hKkm$++u1>PJ76(M_9jGTmMg0eF*YXdfTO@xfPW~>YX&(pr zcHAm@^Vr0JOh_?IKF;tZ0S>_Ey@gTPM@q$o-(S|H_R1c?ZwaOyG# z{_lnS!EqW`%kYUKe)E*qM%g-9v``ftV}jvK#F<>|Lex0JYcJN@&@aS^T}bI^x4oc6 zC1jfOd6%tr0`>tC$r^5}g})0_?4VtpRrx^t8e^6-7N2Wiuylg1+Opx6YxI5;59M<`P6iCCK+Z=#0(Mx)Hy=5n88J{^L12|C%tBh`5b(8 z?4g+2GZ&tLdZ6&|gcTlix=~)l&vP(SHqkYQU|TA{u<`FBI#4OK_I-qOzG-+MTq&`^~u3 z_@iA_$k8qKMX~TVZp&TU(=GgUXk=>PpJVtfS@?=7wN(Vy5?J_GpK@TPPhQBb5et|^0v51X1k4t&CI(7d zz}oaYV*wL@QXQ`4y0avAr3g`>wc7NGq1*QHpEUM2DKgXWX2k`-wdO(p+Zf<&lfPHv{WUWdorY#$tcIdO|8rXM)`!pc2# zHVT21Qdsqy4i{$H*`N}>R4fYh{i(*k8#;B*#U&EqX}=J9LFmrb)zt(+95lJFZ-8eW ze)l2`q4dI+#FPiylccppu;baF3m8Gas0i90{m|3cuZmr01jpExV>VTp-W|rN{+boG zg;V`BHQF^p2?@{O&-7r(py}7qclL^j-~#RH z^&5C=`5S4^$)8G1yTM~SU4XCmX#K)4KkrV7h8yNIu{XAuu?!tKe zBsJniXg`HNhcjM(BM0F_AbSKvkAmcjvu7a}{=83=0RG8{g!scuLTJ|aJH{Bbu>8jr zJVmF!wxW~RrW680X|`Wybjnw+!p`R;)othupCciWe_$|xu=BrU@Tq`>%egHqzilvp zfJN$Txd7!4C47$i(7*6GVv|vCnB{Z)(7EY8$BXFsa`+r$v}eZ`&&2)AX1fG# z)BWhz%5Az24bHaPl(XU3$7Y!h)V+fylI}n$nkTh|$e)hqo8M9_ z5E4Duij0NBY=L+`21*M`JxR|q7Kj=LbUC*oUy`SZI}NYxhS-B_dk=JA1ZOMEuM_Rfs*;{~nkrnD%UDHth>q(U ze(NTMK;msu5*H_|Hn8B}+IAL3>rqk#a#Y!E=m8=m*dle??J6?TeJoqpj_tIA>M5_j z;Hd0%?@Z`5%M*JYerexy;SOXEpQ@HSuDmW@#Q8c++RGK87`A;IbV^wJM31~5425+1 z*-o`yb{amr#=U_!;F&n#KA3h62TtIlE3BDr{M;$~m{rpc`LqlE9Kb@*$nVVat6o|E z0f8W=S8|(lb$t-}tro_e^-69B+si;=A?Tp=nLs0b1`N((dzts`oMs_QAS!Sh2v2b} zUs~W{B#Dm##|OF#fNJ*?;T%nnq*85k8mv4Qa#RRQt*KLPy@U5uI~Ej_Bmoq&90nQR ze4f%+NT1`BR?E`G&l{IBC-?IXx9v#CY{8e!$oATNX!c1RP!0-+B7d6aXz>3`DleN zaJ76(icbK`F@=y`_6$c?vUOJjJCiMJS3=bP2JDy)sL7%%)2+=w`|=cRt5;nnv{ zI;R(kZhangXTwV4(4L@5)={zSwZck~?UUgXoMfE!1Mkp1?T$A|W$KGm$Mw*G{rG1R zA%`>k`$N^{T)#W|LS;;+LL{Bif!`^K`vfRqwvI`ki4rb;Gj0`qcx>`z2O_7(K`kyZ z{rEzcD15iIXF&0Ra)jk=JmR>T{Hdt*r5NuP&hURiBdG9oPzCBP<3o~HRvt=Zk3F5+ zf9_=@VifH%lJ!zFv*HFnGBqx*i|9OU-1d%QqD8zka+mvh~r>Z|x(_M3ZuE3?oGghLJAqmgR?LU`< zVib*p=clPLImh&uYOa^%!!iVEIfz4&c2iRM_EB-2cq=Ct|5o!km^+_JI_+L;PP>=p z_Mb~TF^WdJ)wIaS>F^(FF0aZTYY5tK5Qe197JVt~qt1HyUd~57P;>Hg=afO8ljih! zD7XJy`iN09`mABAzMPQwrDpS{{LzM>5C>vN3T@VmlRg4%h+oSIC7!5BJ()YH3=+NH zoJ1eZ?LU`9Vib);@T%tIeAwS=CjUNvq#?+|0k9#@;BP5vt*o`$f1t&738L2j1IVz7 zT0hN5n(e7AN7UMAqbS|b&Wv6E>7aR~$F3EL7AS(?1y5{3lzVm;Bx{;D&|Xp9~4e;OE@gV>#g{_pH4lb^iiaZ zHd=1G8u(4^w2uhQPPol7BCf)lic?MLj1fYy_afjshj{GNtNl)MelI;LReTi2n0D?6 z5g4!6InZsd?wx|yCIY^J18)owaRxX~UKP8(?RjkUHA8hQ=?8M|O1o{oAlFR263Hoh z@bBLHyNUSbv&k1^!cY*igfR3+IVZG(Qzt&Y3L81?`QTtd7>X#tGVA+w7VW%a&fy+? ztBn9CgrEW6WP#Wc1&6@!f!uL8h%F6#GS6BiPQD4Q#~w$SWwAE$rDPgB-ei4XlVmqP z8?<}U+08={_{(oQyLBPiO;>cVXafM3QQG63#;n&SIQexlE}iKMu!AJP(7WKfGv!X( zn=T}M9(0(PRV=jG-5})A3E5bQE}bK6&xg&*LkIv{U=JUAGEMA< zvAzJVyhw?)$DWYOHq)RQ&<%jCSLZ8eJ%^v9&3Y!r-X_$IgMWadwqNd)&^N9JJX)_d zajY?zI_kH)2OSRs)SavMAGpq$C?h)>wV^ryi49JQO-v8FV5PQ??Ybm-_ZDJXiIakI zqghKlXB$w|12)#GA!DI9;^a(#go0iG=VY+gK}k{U7M`wDOBL3G`j*aM(y8n6boxC~ zjF+WtBLeVB{x7$Ze-U!uNsV^R?10VjLi`D-N-2voNYJAFJ@PeBwzw@?TL}S;101pU zCSob^Z#BgmMwlX{tzOTks72vdlSYt86WmW@m~;P2MnfW)d4wL6 z2LH0vOm%*wyS#p%A=Zc=ISp+1ktmnKk0&M&&ri2AN3}6Wu`frpEr+rz2ilZrBB$>` z2(i;2Dh~NOD-O{`?_3b@ZyAT^mnRHdepc*&EFqIl?nmb{m=Hi3$yfkSoJ$)>GLA5$ zOY$6Lm&%S47cU-mup;)kYgiNqJ8Zf@p&RM0QENkoZHa_RiN|&;PSq9YR*1(Iw9iXP zPME-4l57+x$zO^BjpoxF&C#4pV+S)4{ui1j@kHTupA}wpwL^~PRSd7X+Cf1@cHUSz zV)1V^>>;aRh2o*Hj1^CG*Wx2uPG~8*R=7ECg&UpKF91nq7)kO~x$yQl^=w$3XwF$Z zzm>?sI$&R(V=?~ed;+i@3|%9L3b!9 zj$nK8TsyDzoUCuoqC6DAs+JM2Mp6>OQ)%({Xk}*tA$?xX z%Pa4d`OZA4xhG3gl~0xyyqsskf`6SA^XT%t6Zm|PF^^f`NcUd;We>7PMf6BW9ty!* z^chHL?|rN!^&KN3`)!%X)}l&3|13Zy9HnswQ_<~1R&>)f?8Ok0CmG$0G%P2vjaDNm ze6zs-Lc>M|p9*cyW!n}O(y;urO@2!OkKEIdE=7K$Cwa=4+!e*@9&eHB4YN{QpTYFg zQe3}A&&MOh^~HCq^wqn?v6W+NcXnDFhzb4TtXGt$d?wi`m;UtAwfqCAmgG;x*8dlC zHuL6W3LYhs{zKeqoT_)RlT&@QR?knv6hp{FB8PB`{uM`OJ3bH&hVLuEjJGWKRvNUQDV^&TU>%fB(`wsvc3Gj6KcdDvE{@~ z(E4{JPE2ye##2UkLWp#8kyhfBPEx)Iq7=+d7bh+KW+4c@mQ&@0(s25+4SQUrzpz?r zL3~~i$1>%4M;|!>F!&3~YA=auxj4OvUFBBAMHUNn%ad>D+$7neR9|-z71_u~z_Wr> z*Ep`YfW(|OzG<_D?2}2>hJPcDfATY<^*W4xcOKb1(}mmk@kj+Wybmhfi!+zaGCu1& zh$_(%=gB;e%0)n>()1yC+iV4;co8=Y$8ptU68V6bj7fIQry-F%y9P{`G)9miL0%E_ zTKnz==&5j4_e&yy1upjiRz;2khaGO_9f%Xo)6T8ra^sA1h4&eI*zmrQlonP?ox0nO zrFpuLI0s0%A(_YBdQ&^tun^{;<&~JTj?Kd+ltC;={J=7lOT$N~K*j4=eg{b->jBm8 z0yz9QP&w_~hTX?%6ZN#4CDI3TiAIN<1H5}G_sGwAv*vMU4i)02PROGxdvh+*j2w2t znUn*PU11g?>7?Pgl)MKO;&RN>(dQQOSgKkLZ>B5~pbe8~@TCPGs|g#@N#Q@#fd9s7KoR$)QQ#R8*QK(W zUQ{SNYt%pt9nF$REY-GF z#7Gvz2-ZVl&oFNn@qiU|b+#ufVv12$-$l$}`E&DPx5!`}^kE#J)#1$AZ}}vqpSIufDSAF0`z<#P+HWZ~N=*+3 zgeG)vE^FUq3yK$oJ~eZmF~ZxJ8iJv&2NOq`g_c{Pj!ltIis`s{NeV4r484yZ>sYejisM&3t_cFj&NkD zY9Mi<_FfoY&xff~wr|dAnEG`i5S(sRe2^1di>l>@sUxcaMSy`ufk91-mdahvhpD@d zbRX(YfFSR)!mn_`gai{o-@|Zh;3_cZMYB2y^vD#v- zQo_{whSQaajnC{&&omvHn=SNv7~OpB?AM^5=7ofd?63&ejy~qj%ofl}!Vh@ACh!;4xHu$GW684lykQGZ(Q1`!@Qy&xk)i6_cksTp&Vj6_gS zXfAFQy=~lrLNwu?cu;Sq0aLx|`jOPvD#11NbzWlbBQbU?0znUG2gMH;Wcu`6NLi;wzlM z%wsR%v0;4W#K%w~Cs7)MlH*WB7a5^+N^Lgq+NY58DXzRgHkc}|gpxe$dJa0uR`Ck5 z))Ey)O5QxeH4)Do!wEHZp_a^a!`&b}gSHT7(4uM-GH3}3RacJEZIOwVn^nuQ@#yv@ zl~p@&Bfm05} z?ltCFzO47wURHSDxNS+6|FJ|oCDL9_CQ<1FPK&yLso_%?$Cg;}Y*%#ILrJS=&*>PoGWrTfEC~Ii~ z=NsoDW;~vT7Z2{M#b;n$w^#CTac_1cmXyQ=^4Xc$h4jqqw9vzV@aElRx+j<1K1_tg5(7NN zQLiP*Et1E7?oMt;nTe*(72CiSThQKsD{?*l%dKG0@lR@}{}vwq z@5TI7<3z+gp!q|J^SIKeh1VbZGJ3--um31ekmmK@Nzcc_>(8q@ExmqTuXLdAzcu## zc>@^%=zFeYykyK{(h;RNKrwC=y=(m90CMtYHyZF@j3bL^z$r8`jRv$0zolq^B3SJK zf@=w)0q;S-R?&cW4uF3-q5*piq5*=PGGhYWLGwtD2`G{*T1?<$1c`_Va56Kq?8orf zG$!yyoV?R3S>i|>Y9({uk9qyPkSa{GxbiZ~=vGyng8~k)k-x|;-K0xQSz-n|FRT3j zd+@=$kFv>Bh{nh9vk*O?LNN;|^nehTq;XKd-K*oA+cavsGiR9&$T|;nP}RMPf;l20 zk*Kfi#PyizLQ(!cC(PkCe3avsP~r+xCvh@((oxl><4>4(%zcf3`S0@ZFTyC*23%G- zX#SiE%nzqpXEa03bFr)YJXOYuDr))soDeNDGf{YO z=Mu|{s%yN=m3)ooq%8RP5h;wK2+0t>+f!EP7gqY0snM<(Dtr6K_%q!~@1M86v3Qf5 zQObnnE8EGUFdeJ#CC#?@x8k>NjX2?N@(F7@<=d2J%If6BxpMt46dQ&jPVFJ*z98k|9MvM3*Sm`4sCXBL;E~KjT~0t+j5-i{z`^#n_$gv zFeK$WZ(?Wte;Ir#VBrjJ3(J4w1X~I}`-l}CbP1+i?VA`KMmvLXj};6$FHkk)SD5nx z2iFGwG)cn0g`X|ex0KEN;e?MZjYP<2>>=n4vwZA_F#R+i`w@CR9zOPAV>4f#Eg0x) zU)bYo%Z5^UXTDcDsB6r3N#FY|ajWS4PUqHWBKKSPcz`q?4bFi`{If;i{^{}1wkTwaZYY# zTK@|?HuS}#FZXzi>5h0@6Pq7=n1W+U2On^Y8Y)B;Isxs!i(?Y}l*IHnxU|pF$tmUj z9YJWh2(LKa#tN;-nB8?6Uln9WH_2u&rZ?S@3cm;xUsPfBUHivw%7hW01 zxo&M|c!&ws++{F;@DO(zd@5k!3~vj|S~h?#0E@H}8=`AkF^7?0N(*ms&{FQ6(|9R& zC-x0iFzCEMai-TZ7>sy2m(*^Pw+pl`VED!Nt0lG8~ z@uT#7JUql3OpMUHOW+B95B*wsg8z2_{LA49US%PK**@U6 z2hAki2UJ8^G#~JSUCIaKgl5L`r-gE4^-KU#^F>y8 zE90$h7^<%n^MWziZ?E_GDPxn7c%v0DgwOI~YP4%+HPp*N{Apl4FM8&nIN7-9{VFzn zxfN!F9hSh%QHGi9bv3bT!;z@lHyJj0Vu0&8>X%}tq+vC8oh#^&a+QNNk{$dyD;RYA zlQ;bu27?j)Ik-0Xr%4k2E$m>a9$?aPBAR9-N)?WV@d~cPnq>=r2oR>(!XKgM<6#T$ z&t8V-y{6YjPD_y|X(LS~2q*dt;PcbIlM7V(OC{u=5;U|kgFhL!irzOiW^g(hdMx2p z0)dqmQZ<6h?(bGE$G=zN-#z$uFaDjY%u^_tOh+}%+JB-MFM;X!XXw|;bo>)E$TO3d z!*rasgCf#~ebXhd(@!JH6*g@d5W+u(Y@z~IMJh2hkd^j*h2lR@#IuqGw z&LL-awH%(Q?>^`p!OasWa1__kr_7v?PHBZxf!}GDys5f7UkKY(Tt$cd1a^moxcj2+ zxpYVnHRlUBN=J!!@(>^ulSf7$%PGNsI|08q!o#(4Wn=`xF2Ux6BkH%{f{CC&pHj8? zQoU1V-2;q7>IZe6I1+*`=z2VqqGySMEHf}@`N*813iTXTN-3ne{W9}TR*MlD=)~4E zwBV*uh8SEk`h$oXrGGcPkTcj|{Y&PO@CC+R=Q7z@E2fs}4(QR#`{Ej-GCk^=sl>gF zESZ&G(pW)-GGbB^FlT}b5HYZKX42tuB!5Aig1v>*dl8HZmcG!6GQtGBkQ(uHx1IPi z-7)BQj&y7s>qEj~BOp#TlW3OaLjMcJs@IQ*kZUp#qQ!;}4nJ8ri&45z^L?q+e1-ij z7=XgWx3c*f+20&Bx=oujN=Wua4VDCl?Kc=e>`6=+d@A-NIN#dB@&bba1T0c7NR_A6 z#yYVsZMoR(mTPVa%i2Q5N-CC6p$~-WNMA#tAI#TKN>1-xL)mg`zJ{WU#2Sj#6}MHX zHB{a_o410d8WvbVW29uRqR&mVC=q=STxT0es|g9BTtCT*220dkeM{8UMoW~wC?yvx z;mOrjqB2BWchG2Qdb8EE^`(jKD}NIc*0em%K}*xEa%qYupQ)`aCmydnvS+Ex`(G&f ze`rKR{9+~|v?b}ERlyIsTT_9Q9?0YKs3Ro1@V(#L;1+`iYy~Z!myR{qHmQ zR4hZBM{Qww)L?*&Whj3ru`Mh8L4=~>h=ATOD-`wjfGjN(^&NUX9-*k5%WC7;3Ke~5 z6+;)7kxlSwzj*4I z9#t+&d#uW2X^(eA@~1-IWicWwwq7qqqr8}s#55)0US#+!#m^K~YA+zTmLPt182wts z&u$z5|G31@l01`n8uo@klSz-CDY`6L{Omr0M8wZHtyv7<96UCRpGB=Bexub%#>jw! zYNOL|T18fTC&0N?x*e5*PdHvmVSvyNaj3P~Y0RS9kv~^pCO>Y2Eg{n8Hp|X@^_0iI zoNxP`79EmBe9Z}}4|?%Es%K$fC9e&EAn6R{uhZij|4Fhd0w60P{WV4VL1yJEG~=4x zn;Fxd*A2sUzPNjn*uAsJQP> z;LqX0KDUr%XSw<6&4|ZLnW9$f({Ho8aP0X;AmSP%Qp^;J_?CB27FproS7virzhb zySwr9dvriS!p!*9uuRurjiBDj{okiHK6S{c$; z4}gC;4Cxn{3s&|f^u9q8NjIVuO%~0FK2DGbBbw8h8B*U7@(8oygDX|6u(Fm|eL@SL zM?W1K(acAuO<7SP)XsY5bwZQoG{WY$GaLFauTk1#S{G7H>u~``sYDkzHdBd-4cD<& zgN#RhTudu9lHHSg`BGj*ga;m+gD3^uhD*h)Zbn4%ulUPp$HN6raIJRp^Nzb67~#8x zsl7XOZ*@Qc$kSHn7v{B3jrb9<0Dlf=UfK3APtuIvu^5H9uvAI|=G_S*@^_#rX>xS;S%ZEqDwMx@uD0V@_5 z*_aqo%8K?(Nx-*9#LM4h;zg71yOwC;aNw7sYlWY6yKVSJ*AT=vtIT*-Y_P-^xRB82qLBe_d|>we!%0+iQBP#Y1QlG0F>)qpV>pCPxy# z)M!!uXjk-(7M&M#S}ngF7IF1KJA9zyV~3{u7%9RFlR)S~orG7i9PJ)f7+Mk(+LV-p zKKiT^Z{=*_-)cS|%$-jqJx=oh28I!JK9<{mE_K8x8g*8a#LMaMA8IbYlRwrFwBaDw z&}Q(r6p&J?qc%@KFF`=+8T4xvkot2p$XmOYBOsM?t8|ZI%iPm_YS1*&!%>PNix!Uh zCxS$Tqd1jWsNpU==4Qj-aMaflR~`kp8oD}HEunfa9Zi^TyR8bHSzu=gu$OzUSTd(x zO-rV8r>b#WXtn*4SMIcVZR19#9?~%h@(U|W(9+Xu2x(~w49nhQ z)sgr#uoy2;bQj6Q5QkuxSlks>v|F(Xl)kif2{qy;931?a9xUp2vU@_1xA)*{SX^<7 zp(lk__AQs$G^6fEMwmMtuKi&?cP%oPa|`avtcDXYIT}M?JRQxN&;G+B;Siqr@Es_1 z@S|4q6#lnhDXQaif}u5Ei3p#UQy|-1Aq!QUnGgdI-L7K;=uxo)JpwnJu*J5iIGG>+ zR@hmv!cM=ybvW=E)2${QAvvA@Py_yq)qsNSXcTj{yKEq~Bya{_D#+hu1-Z^hR0Qhn z3{^&q#Ib6_NHoB8Y=Hb$B5-oGIV@bI=J%>IHNkQz8$f63MJfpPd30?Zh!yfiCoDe0 zK}!k5YRW6OAlQGmf8EJJxGGmWR zZ=8&$T$b3&|DC= z8l!ylbTpj(0Nef;Sr!4dNi;GHu-%y3e{KjzjG~2b1_aoS=8rZ+5QhVy3wu_8ZGxd? zF#~K~?tC%=Y%T-CD8Lrv_Mb}~F^Wc=+yL7n`C|=18xDdEZ3cf!0XC&TYI_LiB?z!R zfqtz5Y`=g8XFI@_Q+gy-y=8{k-aBYA>0vfSmqiP+{Wd`&!fc$@EC_Kf9-D^QUNwA} zjnz3Xs9+hgWJ>MoEDDKKo6>S$s_xY)`=7;RrAd@;tcftv_>{p&Wj%2W;tPt7Nt5@) zdhDJY#obJ}{5zOB>bJZHo!cgzyF2sM1-Ick$0nUS-IjX>(b9?^I7cU)oBj6uX}4Vt zof+Jeb{o}%K{iIA;WhmB!jw0M&}tPIv*U1!inF%d5I4Ow9m>8(O!ZV1H~Ff#s)L|t zi08OXy?O9Xim~F}@8&$J&+t3ouRah~oWnEV>dWg?>}(ew9}e)uD|-a zXC8k1`fIM0@zdvVlEjIUjz1ehI%-c*BVMC0!GZ%LbI;;<=HFSNNrYDfn#fQ5TeMFP zv<<}CS&wHHt~7O1C@!YYok9p}(H?WxLQ6UE%okVSRf8AK@se;ItKRQQ|~pQIIptI~&py_RF?rEh{H06~W&-{=T3_35+P4G{e z%GuHG;!p7|wAKP@rv%k(@qo~ier455&6 z<$zU=@n~PA!hCMMNft;?#~`gK)!iWI);_TTz&w)%QDv$hPtneV(N332vE+y;Znbw^ zS))|@EY6`2#yvh0B}~bg#M)5VBxW)RGjL63R!t?kyyXWW+i?yk{bI_Wo2rsA-}cH= zvRY(f*q+bHJ&>Qr#U=ZPKPNH#s@%B2T3#!tTbU%#S4LaJt2EIxwa1nrCG*NuUEPC4${;f?~3HRt;eGc;sB-JM*9t@pb6gx z)d28gBOeBF;pR#FEQp_-b{)SqhkmIz>y}QkYjnHO8n{^Pg>H22obQKCB*P_M&a8|! z2S`Gp4d^pep|Fc5Tj;z-3pIQj4KxkVYLw*^ikd4Kofi8?^Ry28=Z&LAirHM^7;`NrpgezwgeXz(*#DUQS`v zN_1Stk%?l=cfc!qKsPVLC$1Cawz4NcZZjb2t4FQC>y-WCnFevxHt!6?&nqTdGA1d7 z#Z%Rw8Zr*uTEt!IRAvX9BY<2d<)JbeZNgm0cW2HxI^8TjE6(9&_Mm%zH`+meVUWOU zQ{o8-Oudys@r`Zwbo>(>x}AgyjMJP4AJ(glYS=xtZBMkN<+X~y3HR}7GMnhhEN;3h zl59jyB@A1^!F~HqpFTa^T0oqlIgJ>_zOr{}AHEFsb)yTY1p@>vilK+<8xXv1v>wl= zuH1huWOYk>uGBLOJyFA4B8LgF(;ZA#y>N~VQwbY&46y+R9U(&Hu+p7bA6*KDY@qzE zkj)tUV$dS?cr4l$EHp#+OtDg(udvuxH(FiCh3DO96H9O{iVW9Bk@%_-UW;|VSYbN`0<(lrlVF6hHy3mtf(Fx`Hr)n##bfj~7ynpGGErvF*U>}%_eAZRw6cAJ z{_pGbfBzHz*NHaJ7vVyS^~1k;jJ-#;@MS2s%^FlTv9BvrooI8COl*wJr7E--0f}+> z6B0%F9iL3{3I7h<4zf08{d!D!_UZXO596;lXgzL_qq0WlYW+j2wnI|m7xeZe-mHiU zP!uJkEP^4r(Z-TruLJ#<1JN5u2Tf!Q~7?*g|YVG;5JTnErmG~h&K1J;Oz0Ky?3 zt95G)Kjf>Q@x9?@aN|jbF{*?0E^ufCfu40-XBO)3BwhLL-QaYZ&@_MrvD^+8fHIaJ z8EK0~>O;9T3(($tnNQuiOVm{-3yYbuJ8P%VDAyiX6R&iuiJgGQdk^1r{Ep+dldO^f zFtZU$538Ept-bz2^oGtu0%d3IUG#Id*1<2Cct7SieETpse48x}Yi~viiN5s;efM3Y up|3?hXT9j$comaO$%JEL{FrH*jl7UJ77u@()|^6_)>*M85nps>r~f~*yjZ;e diff --git a/docs/doctrees/idtxl_process_analysis.doctree b/docs/doctrees/idtxl_process_analysis.doctree index fc773452fa6e40ea78164edbe7f84dc4bfe5d885..43eaa35f21f5a587bae3f1dd39ea32d31e8dc422 100644 GIT binary patch literal 380588 zcmeFa37lM4aWCvmlGXBpZ7giY%e9R?GiIhWGm>meST^1hz? zyCsc*U?8k%_F>-%fg}!)0FQ(vKp=!HBmo`?A<2UmJ|HY1ypTMSd`Zar*V)hQyLXQ? zGV(7$J@=k-Po1hdRdwprsd{kTYfn7k#1rVh-kHHtt=>FbcB|E9tLgyUZ=dJWkK#RFry-{s@&6WKty)&qJr``z4qW^}#o9onD zP1U`&uC~6mVgJflZDVg;r`~CJ#;e}M4UL6XyWXiS2F`q|?R09M<2K#Ka!?PP*1SVs zb*jrvcd8)RKF@w%Z?X2F$ikfomyXEyP$S*?ZV#Uwmd2D+QF737o*J8-7RfzsTFLw{pLM~8(RQe zu%%w@9Bx#W+O0V+2r3dm<#vD>Ty)1t-PzhEPArY>N5}^~=LS&Zpy%A)1cnz~qK5MX#7`<-7 zxmFHW36|VBZ>OW0IHT8H2h^}dvAMU7^;prUU5{DqHBoEA&Oc_3eWD}jhhO$rX3ekI z1nQl5XvGav>FG3bch-w1z{bOijh$>h5CltY4}5#jV-&t0eRuQmdM`|3XvWK1T*i}? zy5`ABz#6*0`|9OlBIU2c9>ZG0gc|;vYgjOHm~rc&Wpzf$76NmLc-0}T5W?;X@X%R zL~O@xFL<4m-gsrPRqZxBAvP0O4N@EZ>eZFnD|_ql3v9R2+Z-)y8I!+VPlXE{d#OM( z04poK65*yb>q8Z;Sk&yT=b)|hQn?zialueq-#c}_+h{NZ*Ir4?aBuBGVuCwP1UPpQ zkqj=MYc)Hj`qmm@V{aq0p1aU?mud!Td)M9)bn4Ix(7aqx7>m*oi_)n#@qg9&!Fsjp zHXNaeyr3-C$6z1PeE0j9(r4oN&RiOViBCg)t{rK^2=cpvAipOS@ZKw7ZDqkRQ^s+a zCP@hEsMPd2hg$6eWoJ*zS@PPX(j6#q$KymK$_)e!K2lGlaGTCkT25TlcqwL)0!ElpeoY`_TIAC|? zyG>>ya*J=V)%HpT$4QPlj)tXxGAvV&RO1Y&?ACGzOdF&1;xI+G<|g zU}B;Co4LNQ6(+lfFHdtdjOAmw&Asd$^m4~G#XlLE&4kF_W0=aC*;n0meZ^mgK2Y8M ziPRS}O4@G-70=|;CN%z+w0-7}(db7UBI-ou|36DT-22g!>$7dQ!6ib7AMgL{N1){( zK<;DG1A9zw5qrG}=YA$VZgU&m;D9&b>@Jr`c5G9!Bf(~J1L(z0tJNTt*~L~D`*pWj zEtxW;>2(1Tl)m1Z3*!pVoP%}O zaZAlsv)in*ort$M>s71dxWTt;&H6LCUfH>~wj4OSy@Spz5MWy&!C)9oZ;ujV)6-L1 zw@`DmzNLK4*7DT$>FMd2Qdp9G`)6X>Y}O>dK5;Bh*N|Dq_B^m&pBNGmwwxO8ms2qe z&G~tAFGmksR^1l@B#W$ik}a!fE?H&O*_ivStbP1IWUKYdD%(M3TZDY8x6(Utk~!CY z2(K1xM9I*T8_|vAcAu{|>vU=ny(xqh{K!z7@b+-;+X4Fx>I`RRNl35?IX-qew4*FJ z_>X=#hj1Fjd|lY`l2?SCwmblNsl;9h-8ztQ0s2I*w@O@Me&;wl`@0W+K`R|mIkD_SH&>xphAv9 zF(dYU8Zuygc>92aIXPmMTuc?_Xa_c}H2@rw`r|H6;dVOnjh4$NiIYGE9)p#-il#>g` zdZw0!{{qk%tonTVhn=luIGggHORYKUjiU3j@h7$o8+#?qRmSFudm{WpXeA94;hgZF zWjyQcjNq}1{Ke(I|2*?^n~cvXB$&?>5&+GJ|5o%Zgn{$W`HkqzF~B^~prL2_;^}0R z4j%bo0{_Dv{e8Jce~4Q1QHc!QS^w2|Vk5Vv-6ErTun6UuxxJc$|7i}3}e@hS)Sy7J$ynn^v{SEvhsfuG-2u?XF|HB^f`?*FGJVYa9;i0plu>)?2c%$I* z|BF69;{Qh;&=g;cpy$7#XGXr@NXyI@gy$%}*dMKh2GKx|L_yt!E?RyFb{!W_8h<{BU zG$>vsyl+R(jJ(WAl$n?5>ruSCH;b)P#LkIg$yf0%s?Y$ zVTMPipa-0h)I>q*{}T;3;{PZQu!>C{gP#9@o*CJMqcJm^5ay%U4`JeeWobo!@=MNfO=jp&@VPdmegUBVT9tO0X4U>D^9Oi}9!KsCakO7u|4 zT^FA~W@^!#Ikl3z9ON5>*JL;Ixwj$ttH$<^06CoD>l_g7Myp*Yf@80jyDtb0+PudF z>_&yzGKZY{(w+8~#%ez&AM|dIi#{y#J(rG1l6%hyr|QySh4QcM8btupsEoXQnfmmZ zp)W|5>U*wuib==WM1~rxy|MNtD@ad_3~jjQGp=CrLO9I{Jrr^MEz?591%jQKt~+v6=h75d9pwhBvaIegl0oR(kp` z#p`f%wFG+w?*;_>%+ONdw6mwMQMHlF#CT#)<~NH^<~P`65Mq56<38d9gk7~=gmRmV zbK))u1b*3re>!pS-ifV#`hSwTjQC>gjlK1Cc6MnFxQ>YsIjH!{9{5Yi10yJV-o>dW zci-DUAbz>Kw1gwpO0ej*JJ0C0=w`@E$W`~}CT#IyJ(4%mn?HkpT}vf@iJq`Hmv>06 zPLu8f#!C0bvP$?B6;xe&Kb;OCdfE`Ekpa}T57s_p3*+C;5Gq~!Xzi7?kNN)&T+lcO zj}~~LfLwncp$KagF6~d)I2tqD$~R?+(4|mUb`*|d6-PwYYP}^xS9?SGmf}`_!zqm4 z*U>+*GRHhxBP4tpkBqjvHX!rh}taP9tXC8UnorP|r<1QugaLQGpQ!W`S zEd{~qd|Xp%GpE!e^HRz`hkCFWTwh});*iO9`oH~d2%ep#TNxS<&f(S@EUqJ%YuA_9 zJumVY0S~UcWrx$usyd;>53ht6ZFb*}-wTuN*%dqwnmrWz4b!65s?t|VD)LaBDYDZd z9rRrmXL|N-WgUZA5=8u^G5A=H!SOs86gygpLkzbYZpLGuWLEI zcIKfM$tFpx4ItLlj98iWZJe(0ijq_?-!91kh#M}=Fo4*)$wFgtfw zvGDqV#>vlfoIJHCP7nZLNCBKgpN>Te3!_t+ZM5bN79)w(~Y}OMsrwWSuAoVsvh?UJX?!AX zMBUMLg9ELDH{Esn=!9 ztIs@}{nEmHm$PpgLG}~Q*8S{_kn-wYET$7@q6p+5)*q%_fQI3|;qBF!#F5ygDxe5e z8U9mH%Uia`Nk-fmM*A8inOf7#k>E#&k=_QeHtijPwC`(N6lkf!t=FyWP?{p^x*TLv&3yBRV@d>8uiC_Ely>zMwUC(b(;+hxP zy4&sCHe#+dT@!W4Z{LaqKHp-VQsM&lg>e}J=+Q>+KHUT&b}5iL)^xGXA(j1 z3kb2N9szEkIjwF7w`W*C#~Bm5tzCN%Lo_ZvHeYR5=2{4%V%NnYzbRfjazXPuZsMbY z$()9F&_mQeteyVZlh_K%IBlt5G(Kz5Tg*KST8X46U?EWpGm|3v=Xg{X9bvGSggF^t zAVbX%OU47u$WE;zrvF(E+oH0;)M>Gj7J5|f3ws=IH_toa78CB>A;d}$9!4J<6Be=h zg6bhp4l!sjM8QFs9(z8F1Z1u9;%%CA3y1ok7+~@ih{&J{UKQ**1S>XW$zK zV3o_kDl42-tXPoLNTc`U8uTHslo(0ah>`mY)3xxDHN$dpsjeZ2w7B>v(P6~@?L6c# zw-OXK@?pjRwSNrzdGsZ)$LCj3_JZR$)LVifeQScZA;%1HY!()No|h5E!P z=49!NbveAeA!~_FhfC-m4u?G5GFBz;g`O$~V0)bla)BX~B8{D-6pfX5Zal_-n3%T; zM1Kp7G~!R@fzs3!W9WP(Iwu{(8SKN6numRe6jAK+JKETe-VbEi3*e3g+ZM#w^W+&< z!#u8p)&uPU;_ZLqL{Z!ZFrFx4F@Cxu52ZqEO`Cw*7_saqrE`pF$^DdM?nl}0zWLxA zfR%4P_{Pxb<5O~hCD@!`$;jrfU!&xdXnK1Rd_WgR+Bjn(g~KDrcA8v%gRnm0`*|p4 zF8M3bc>$d>E_u#yd6qn}DPQu*y@aRv<>@L?YA?P6PX4N`y$F`&2<`Q<-5zq^HQ`p; z&0V1Pu@jzqd1k>IWadTNuOXbJa9l|9EPO>R%C*9L2T7yI+rv!JPWoJ@T{bXX}6GaOXWme($}NWc6m}41(3vP#?~6)ALa=E z;D88!e;mRM%i#W1L>f$s)%v`~)#o^_KAQ(url2Cu{4_&U;@(RN2aeM`!hr^OD8m3k zQ2lC#roznT3o0)xB&c|RMsm--Bf6*%l5iZv$1zzM0RpA1;$`fi#(F0$EhAoqpKphg z_EnKPs@`1je+o?WHXyNIXL-q6@&B9tWXTVWzc)0IsfDtdzL<6_cd&pBy3c$>gD{^E zcmAc0w?ZfT(n%VM#q5v4+#EVC5O$^%EOD>Z>R`s;`Rh5sB~olYPmahuSM}|^b&W-2 z+BoHbnSLA5N75VBdsGab8T!WT*hJfDY6th(?;zFm0~^y*3R_Xpm5FhR6X=>`E6F1+ z5negQn%h&*n_U}x{XAw9{Dk6Q-#j?j8%(CQA-7%uc=fl9_NNzz|L2RqZwoV11WGE2 z$U(h&{857O$VLus$tjki0todCqNM-WKmmj=B;1PtLXI95r*^iWW^w@Gj$1OMQDw(; z;ar(gcn&@TATWkr3fsj?S|6Hd9M zDVLCgJwU$s=45{^qxlxHw;_kpJn0-eq^FcV<{A6A3MqP+%to{1FLRcBXI_@{-$6ZiRHQ+7 zh*_k-rfPIfm@y;k-{0Q~dkhhf4Fm}w5&+pqMD7$7x2Sw&qfYBklch$PaAucFNHU5s zkUGDy?4UvdcFGj`P_4rQ463p?umD`)cAT1v{Q7iDPv$#8kVBQ_tfB0p-45kUHrZwj zaa7|x(+q`YS}9;kV`gUx=>X`~XoryTkpN;jX}p8=RySxYi})hFD1Nr)y}9?j>~w}> z>zJmrURodHOY3)vE-ebb{4hEv8G583=$!Aj)F5JE+SxVVac{c|u}A!jgiT<0lZ|2b zVnxYlB-RK^z?nrdYtL&so;z17aUPd)nSX=&QAktYDw(i8&sRyQ#X^$gS`nF!)Q7m5 z)eGbp0eEw7?E|VA^2?kdzo>X6YTprIen?qQv9Dhk4nuzGCbu!yZIG}ge`S}pX9jx` zYr&dbJrsgToOa|p?O)=*QxLiu+4o$%< z3ARr9k{*8Y*q)EHa*y?CXkPz5=k@Ov<#oyc`mF(YJ$~2MJC!UX=9TKL$Boe0Itp8? zN5PT#`eEeT8^a$#cb@+-PRaND5AeB2GYg(FVSH`CVRCA+v%Tg;6d4*yHv(htp^!D) zcY~xfj2k3pZD1RqGwGkKx25FSfSB_mL6}YG9~s$YxT=5dR(A7dh!d8JWEH-w`Swzd zAtw)pn1foN=NzEtLWUmOaTgNn(m~BJ8PBZ5e&Y1X!2hWn|7K3Ty*~ky<_(Glg}Mkx zw&J33{KZbECLQap10qC`+#iw3BCHl&k+^%7M6`&oC7Xr5bl2^yKZQbb6+@xdW3;)~ zU8Sp!#T}Dgu_H(kGflD74pTX*S5Udq5!GvC6tuV_0pKWXc+z28&h8>~#3HVs!p;hi zwRf(DSnVYwt|S<=N)toKoR9pJ&kII*`bRt#s!U)57cayxR^T?(dm`N_tu_69VXTQ^ zc;b!W@W2E%E?95rH0JCgNUf6N$sH0<7->m$14;$rzA!&n-M&oCo)N zNP!9p0KKjX9bw6zXOT@*PL^zTBrQcsXgozQx|k@J`p5!J=9HaT6gPdGL+uWMW$k!T znuam0_yQZ2m;b`$qj~sAMj2a^$7J#@egTnrQ?&k&_~Q)Yp{!U1C5@u5Aux0~sQ1xs zEs$+E*Y=pvB}ZR&f*N!qvSBYkLm>k;_wI0S0ezGX$33@7460g+&M4g1z_kmydKo+} z`oaN)VwEMFV)TBjri$mahuQGRF3Cp7Y;s(l; z5sBw&9$MgZi(e>VeI(W8bqAhOmMDxO2L~Knyl7+BM_6-BUIA)&)>_GRbmogjbGT(z zBi50D2+U{~$Q8i{>Y7)XcdBT(fJZew3t98H7)u!{#1#9Mkp2Yru9zydb;c+YFm9=c z;Zdv1YX+dKG013HlxEZ)7#%MayduJ7Asa0ml@ooFHu?6&A@8AfXbP4cC=z&4g*8@K zxx)RY)MYNkI;c`jRj5O{hBc59RT__29bVKt3N%f57E+wJRyLs0%&sumuD9r&vHJ&5 za92UW?dA$D-<`2)u0bE-cgAQW;aG|EESPu3CZg|*MJr0_HOSXVI|L39U`VH$XHup^ zfRd88(HRHi2{*4^S$wlSkS4dpw7J3NXwwG*YZSoEy|o9J=A9nrotGBn9ZFpOLdH9Z z&LnmM^?c4_`li{_26B$1T47-ZIU>Vt?mc~|v!cUJc0{4wJw{ahyE*yZRg`>m>GEww z$+y3-jhn^74O8z(jJCN~8FWq&^wPW9>2ZU0pWw9nSW((hs_KsvrQPBnyNBF+hcGRV z#^{@S%R`tmZqZ1WB`7`N(BHysssAP(P@W8OUK&*Y3a9#)i&C9#PX1X@s=u_@4zAGt zEoJu>W{EWi+UDNtRvB9%UMi*Y5_2{i%=8bOnZ93?ndq+XcM3Ao-b-K>53m8Z?7E!W z@8X;9LAKsSHr^pNKaR94#{nE^oA+M+GtFTT2XuNu%7l&ulg>{Jk#NeXY%_Qg{gd_l z+}sROCib5e6bZdA%af5pCpZONOoKU?(%eg-1^n=x;^v3t)bvjG0=_UFU36hQ77JrD zI%kQs?Az%Mo*ahV(AUn6A$@STX=}D|6weez@fM)CTolEhAHacI+y8t$zB zSnYgDy*y|S#XnpFm|x5=ZzrA!Wlj>gZ$eMi>SkA--;@gsabQGaCmk3WYbhpUk^n8{ ztpd@1AB}{p0C}J^js6|z{Hy4kV%tde;Ydy9G&>}eND;+87mLeVB6ucK;EcMoE3l*f zR`_5f`=dO_2yqTY&U}vH!{(fm5j`cv5&LZq`PE!Q3NE2>GIGfy!uXM}^uJJm`QNAS zkNDrs1DnYkgo|&Zb4K3aXv@PJGyvy~w%p|qJQM^cSJy$jla(BOgW3lqNe2Th|kP~ zvZSvbm1H|J9MMw)B6=bY(T3W%dlis{v~nPs}L+Y6A^u}epG${!BV zOBF=Fq#$Cy`XHK=X%_Sdy^CC=tv~2Z8uz{@1Jp%x7raTT?(5brLk-5u_pkIE-V%Z3 zaMOy!0-~iehNk0aJBqgB`{}Ayt%P}+$OlcC$&Qn1SVj(vD-bN5}`gZFfN$ z)>)uF0?Y12y|OwkjofaGb+b3u!d;SpU08Rpto-bDXo)fu%j z(c|^1M~&vV33D8ve5LU@ejl}#P{Hyn6JbDx)B&|8E1b^kyY{jUHomx@z_@4hx(Vl6 zIvHZM5b3^*x6@HgoYCv91Nj(THunU-DI76d^J8kd0zOxbb)qAUH2kuAeJ0c^B+?ec zB?xOz2WDxgq%|!v#?gL{=;pa9)-%f!jsWPc1jR8@i8h{s9#Emn4mtjkoJ}bR-baAx0;{QG1ji~9T zLE(tiLXbpUWJ;dR(Ij0#CBOBkZy_+$2Uv<@*#n*d;{C zJ8_ya~qH{Yn?NAKDAJpf7j#B2-Vf!^@>x zWUeJ7>v=}kLvfdy+xDsx{GR7Bs$MOy%l4K|6(5nnltd7jmg&%}}mG+R&t{5G5M0g)F@Ro20L#k~^f zuW<0sqaHj>Qq-#LZQAY4 zN$)K?ca|rdE1VlWuRY=HE;~1uow1pz>8bIub9bxR^l(uVrnF-ls;&8wsa{Q!cEXwd z=7X=9-d1+ta%tCb4G|TR+O5S>t_p+5$aV0D!};4Y8+x67-TX7ca^}#J zV+K;UU0?BULmxUbIT6qasFMtDGI*ft<#Ij^U9O=o%*KyJT_`ovb_Jd2ZKq~>-Cgd1 z16~bz+sjyGw{<%Qn%-QE%7M|}Pp;1*jlhI+7h7~QwCHYdZm!QWnSsqB-ThtkT-=!U zN@Or`RcomnXL{0^xjNHgLxISd^3>L?+pp?NaP!(V2__Q?wBQaN9q^15ceEe?hgB7a zaU0)Wau-J~IZbN0Q%h}UFS^Chpz#YqFS-^j8NKKT?i`DbTn|rYUE;?|T6Ff-$Mi_` zpS%jSP3v5%%v2}%CvWILqs^k8E3%jfE19JRu`iC>_Omi|cRFsn?cz#45?Hei(impj zbL@m*Be28_^vo15HoH>3x*O21Ok;W0KD)KBx?-_fKO2QGuYV3Q38UN2{ zG~|WL1F5M>&qe1yLgy4!DxLluiSbLB#EUrf6Ffzze-9hLKC!x1ZZWNOmvPNSG0_I` zLCHnxZ-p$zM&HkasnGh^jJbS=&&6V+l9n8Dbn}r7z`x}JKrj`JnvtnS^WYFnmbtx} zhQDbOW4ev>PgYT5GTozq$Mxu(k?Agx$NwB;;!vF#nX)4PT*MW`&`#zR%EO>+IY=SMTN~s7(FjA6nD_GW0;r1RC zPiMw7j&b=BpmA)(rH*njOU61g{9LgXTVkJ2y$+*t8a)JDSyeD+f&fBP;Bt^ zbAZnOu)+RGaj<_pIM^EmcQdNkkXx?+y!zXQ|BTZhBx4P$M6{RCHAyyRK)W)W`x(c2 zMes|T+lK#&;_zQu1pauLDyJ)IyyzwF{{`_#@ft6gPlkIJrwGTWN-i4CAsidCBV(K# z-$|$yC&zsD>@@S!VzDHj9PheC9xG-$Iu?>2RYP#>C(qq_1Aawung3Mcun~W6BBPl; zCYt!Caaw#-B|F3SlLXA>>2dE<61@}lp)fx+9kX31UNAnv4)6piO2!cMYgsF+UH@Vs*}93wc@0pQj%D%u&-i)p_|g zGfz0L*^ZMrex-hivZj*nk&e0D#zG4@No$MzKwp>!uo1kHokm%r-zz%&HWrQ-A$H#n=bX*#={nW+-} zq?9Q17yBca#?R(bxs3(dT4ev=g3QT7)htST_S@qAx-X$@V#fUR&=s5iUhO)#aWK-boT87?DT*8 zC!Brw^2~&D_5S_*i>$3k7mcRuv&I{Ipd#EGtv23|-gg+g+tFvUaX5ql#@z>^Oz-F9 z;QLv6NW)^Rtu!neu%EmUeO5Wub~z#YaExPCdZBhXX7liNF?MIIP(f2n`On&f*ESz# z&Eu@O9H3U;T4GHll$o37;}Lqm??SvN5Y&NP5`kKim1mZ>a8&&YAqvFQSjUW5-CwiCCRL=pRv$12&Na^5R2wUBU&0F@82liw%t243i?uYG-*j|T2 zFyVORh4KXZ#y%$4A-YL~W0sKOTcJ6ifT?mJFwN17)K$XN22MRx#%M0oSZOx)5t}5e z8!L%OP^tE)PC^y7n9d6#0|C}CK9u&P_)9Gc|I6G``C=YRC1h)F#S-}fTUSL6|M#Ac zNG_#|6EoVUu8`uZL#>QSXV6t4E4oM~qcyEogi1h|aWycy70u%O-2sStC5ZYhPE_l} zI`vfXC%FcFh==jfNW$KZ+_9NioDUZip93?8Tti0>0KIHCp3XGW2Kpz~-y7k^l0JsV zfV`)mGqyINcw(c<>q`b(3JD9L&@wPKVJ}`QkV&36f&hKU6v9S_kvY-giV%{nc z{RJ9n#P{+*X*!Q4(Rmh~lTNP4BP7^|BQ+2E5GkVAXG^r*8EbP!DROm)C$OddR`_8g ze10C}ggB`T@Snr*V{_6bXUx8cW+1MjNHT#n}?f-98ui#1!*jXcO<~eK)aEFcOsHc_>QIUE<~O8N>&#W z)`9qp)jyqwav@fyZOA7W@oZK<-I{`A_Rv$sLkx^R%LRsDcN#k*yMO2yB&$T+F$udO zum5*Mr4j!dc_?g(2+9ihx9FTvL~w@8BO-{6xrj*aB~B~8&P!PJDu((^jg_4oE7#<~iYa7>&9*a?WLnr9 zdwCW%4d7%LKnR%&Gc*+zHeVfiVId(yYcl0lncsIr8x`dgc6(4VB^j#(1+C(@Y#`H< zDFwg+Po~tNUo4pt`xQ=I#IK%R$YDETv9z~_B&9m>vyTR(tJMw(g&d9xs699Gh(XGV zn73*zFnj8yz*oG;O%ASoq3YXv&XEtUwQv^|Vta84J{g|I?C?|_G)va79q4JlgNV`( zY@EJR;U#y3?OV|`$$pW?Un0WxjjXvn1szFigRh?h^r#5ij}`~}e+&+`ydc<*ck>NE zmw(zg|59<_|8#KRtv!^DcIy?uSAW~^f3GXf>-b+9AvbV@T%QLaa>prfaw=BQs8Tgu-441c+ zs$@==Ux?5|siCe?7syao!@{_c1rqA8c^;}q8;*!zR@hEm-2SrSS#_esVSGwW)_*zI zfxV(SkV-bodBfb_*xNMQXw4m{Jfqv{cq^}2kvA`ZRZ2JQzZnDB&%!ZOV@43wORc*A zkoHL3>`WRqCNh^I5ER%#Iz^z3l9vht6!DIwF?yyAQYnL(4NF$59o5D!VU<*Sc9p>q zsfdN}(^py69B7++YY8OHVGnT*`?aDRM&+S@1)Ya3$sjfiY30K1Ppj_|;nd#gU62$eH~M;cUlXS#26vU0p&JsK8XJ&KAE?$rV-8x`%1{F#~YsTh#aoA zkdt8?Q~pmr4=dO^6j>-@cS28_UVzRil3a#daHPgFVZRT7Nb&ES6jr$E72H&WfS~Iw$>DOL`vUSTL*PjM zsgT0xwkr=tLhM6Dcy}KU4=NQdmu-w7Pooj?fwxh9XGG+`ZwpoVV(0QN= zi!uV(N?8Ng#3!+tiw?!wT3~R=Cx!ZI9{EGgBY%*GM?y=If*?P`*d*e{pW!mtRv2A4 z!!FiY&+}`1o?p!~PjfBMB)`HYnd!KI<0F|>MRcVwG--fOWf&mgxFB&jRz*&pA47(z zlXbgSdf?LuXUV{)6X_QVd}6;61E1_s%)@`$22oI!EIkC+Q~@ZvS86%AGZbiND$v-k zKG0b4GZB-e2kFf$8kO88MP4MUzMPd8X%gNXqsrVivv-EG_c3%&sXRwj*%B(xP2X6w z>|BAKdNDb`E+}>p{ge4TpAx^1s2;55+*z32AT{Uo=R|Z}LUPG76sim{yqX2)u2XXr zz`4>**h?rlcWbCuNZLdfoTH(Vf+a~Q`xNw1ac;>K=Jd?{r_yIa73NN}A?M}g?1wfi^%Pi=YRg5!QmD4v z1)_ z!5XeA_ez=olIV(gNUJimIE@lDgais;Iuc8aq4<|Hij_-$?~CAiEK*F4N}%!WqLJT^ ze8#P&-2cfJu#2q>e$Fj2!DB?-xKfZ@H%^Zm#FUIH$?#)gOCkXs5~a|#)G8TA1>&Mh z#;Fh3$J*mmB2OHYsFHE?iT;vtlpc>4+$>Tu?l?&(%ZXLR@2HVPiF5z$e0{$)@A~%N zLOpn_TGR^6QyA`j9EOLA!a%`01`MG@4(1``nk~9!D1$W%pLR`E^v z1=E_Tg~@EbKMD;QuXS~esy{&=a;KljGs+OuNd~e|*K#>i!KhELF7abg7doN+sDe)P zwhP0(>qf8L3Fd0hBUE|uZe+XK?RJrP@rn3#Ph+-SpTi%w;EyM^0@RD6$5%KvEK^ff zp>f-Ix%6{gx7n%BFXJQ5lUO-cvlL_5xuw}@x0cXn`l_*Q$aOd~eHB$_oSD96Ygra# zthVZ`9OLv7`I{ zYM$hRRL_2E>GQ2BE8 zi^z?f&Gt*@(?3}qMAEA)a7{%^&PD&oBj5O71_ z1iF$9U^Ch(7mj-<4?;pbMRm;H%R#nyDmBI9M{^A-_=rZz$VU<7;RJ6-ywN=J1sY+* z|KmK+nLI*;<35kh8F_@GE)S0o!lQU(^$N#*HxDjC>_O`ITMQj`+(jyT{3O?)f<0)Y zjO-CA5hqw9^i;FO#&Z~3Y@mO#S|%o2P~o^!&^aSpaFpd?3qmw!i{xJ79C(z`B+&wv z;b+{MO8%;?FA0{jGYlYLk*2Y9j}LUV*Y~l6v%TxgqZ^g!Lb`~h*=y&xKq73R^@mn9 z?v6yJN=|HXo9f$JTJ2-GFovQsS*V*Gaaa?k&*78x^#>z61ua86DS^&hA(p6qpjIcd zOJ)@&qK^0ytCl@2Wns!Z10t2hQ(5yNrLuUSIM@dV2U{hJ>_@!yin2lQooJvv7YyyM zE)M_8hXB7=i;Sym#>r?;|9Wxw-%|wscsVM$Ok}grE8Bkx!B{+-MYf~f-UUh0Fe-zE zhH%hBVE+Jiny3-?MZ%~!2j-Jzhma9 zI{twInJu<*oJ<$R2~_};aDaua5^A4G$!u{LnG@10s4Zt|^#E^WmN+{+;VfsaZAOhJ zoCj1vGelApFJ`u1R5GJ~QIuxNDrZLJ;ap^tm?}@}TnnT0v=U6?IV&HhazBU{GchkZ z{m&QO!{!)UX+SZRAG-iGH}4M?beovJ3`#q`va z*~PkJjn||1Emxb~a%{~tD$NsFc1<9L7489oruRn{UNg zaaXag7@MlZMrGIvS20MbrFK6zS@z^HSwcql46K%W8S6*ftV(C+^$32F&QDww#y!st z4mG0^v>fZT)Y6zX>YP^lA5$EXjR7b~H^gh4g85F>9>_JQI5we?gq0n+Pcx(Kk6zs} zf$pORfYL4g%LrkJ>B)m^bE|bZI=>j5;m``j+Zrib4o9SH;RRG!Fi%=#&G^D;nYi8v z@i=sp0AZ^Sp68=5ez*$SyEwt$QIz16kl`(i;E7vb78&}+ly?1LW@3L$gK(}&-j$0a z`&_;xHx=i4VgQm#9)r&Ie64mBv_H;+_K+^5#0h`EVYVb`DF28ME}^Gt#WQR2uX2GQ zWGjuGBwLMj7L#{GfEM#sf$0B$MjG+Imj_ByC{Y!(@1S!={|`rM9`+$pM6u5itb(@T zT;QmnE0eMgoQ(cZkrpRe70(2*tY?ZujEm0A1%lur8aE>sC8Q$}z$LU$p!#Dp;)s7m z9%xN&qAF;Yp>sxV;)u<|O+=0;ZhEN>%9FW0nAQwuEXlJ2UTzT)Z2_2s#YdNo`t2*>F(}aU|#WbM#WJWSuZY+ zFf`)N<-xAGxG3qv)6qHO;^NGZXK@h=@x_(gOGNO@W>*`0Uz+??+v*@#?qUPjR!3E4 zKPl-vDL9-QTFo%yzP}x*tIL9kC8Qr{62F#{_%(S*99qX$VdAe~RL-`Ix6yN76js_i zNe#P8=|KXv572RLVih(0ndl@m=ja9s`*M**zSB5*AIH%{1LEktaX2z;tLuj`bL>S1 z{*IpgC;99@k!SX%5FqyWD4TlXonSV*04I(%km+e|{uNl@^}YU$ez7z+>{nkd85XHHjQU=A zLLP52Pn}dipM9xa`u^+?zJ$2PnDSjhI>x+J3xQe1XKd!Ql}>k?rITYIOR8`0;1P>~ zv``im33=3NdR?y2kvkCb5_CqX$VrK%~5C5wqDNWHfG3kb$lkAl23 zT|h>~LTWgplucwcub6~5G8XbRgjW#@$*0bO^fm}eCC5SzT7yf7?m<7Jn9P4CfsK^N z0{Un%Z}I_6{nLnsJbDtHq5CZw-8v?6ccGX_R~##{EG96OBSRurQLzrEUI&b_yV9jEW<0*g$1CLF7uw8^r-%Qdup7c)GE>zH*A$*l-3ev z$S^*oChMP#i9#Vhg8s>RjB8pLm)hF2zX;dy!d!KJwQCh>hOO1YT$7xs9$S>DsCv^V zIwyI~Xgm93w0jI|XGD2DUF!bTDa<8xrQWmt@P!jWM|_^*21t>@)IYRCaW zVO77t=V8Sqg<{!+J`O!qONiMKugnF82=}0|#SS^m2NDy*CP0gMt3dRBnMNA%-Uv+%wjCNx|SfO{ZP@5Nu|P z-xsV#BWGl_nXEx*8mBVArASvbIsZbM7^<7(nV-p=gyHkhIU{p&V&q{?8h|rraxdX8 zy@*jexv4C88S;lls9<|N{Jf0zl7+Sqo~7cAR-?GqXvP60D`al3>HkDd|0m?3e`t|y z1BGs8ED#YRX6)#T)xi>rvsh<6&wYHJPsuY+lh0|A_p?c6Iv3#hNM=J3VkoRe8sLTu z10Hr54e8r2_3$3N-es4>VSOslSNUmRVUeD0c;|Y1MT&<+G^3R6_ZzZBM8NomP8! zvg$2)&8pX&^JEba6cC|W>rJoQb{kHxR6jt;*Q;*Fm2#q3XT6x-1?+-d-$DOmRf;uA zdi_?_gB8(wRPr1*-?BLCRjUMjYpGLTtUtgq{>WLxz1DDkh{O3?YSgG`q%bcMobOjX z7@X$=&OwTO>CbThY6%GeFS*B<>h5mUYjpIf$=#@8BXj;eS(YQ}&Fs7OvW|DSgLDyd z4L1lzubXhLt$G3SQ`8qK!IC@Y?Q~QVXY{)3P;Hu3FxuQ($9jZ(xnEM#7x21jtc3bs zUkmjL3CigDUo=!$2ALEQu{f;$*Pp5ZdM{58vhyVKR7~cnxb>jI(OOk&R zMZL1&`p*=&k}8Zv!R5EjY>lVO_|RRnA{Y+s5Wt8AV|G+p<~!79pPwY<5|cWffv)gJ ze98p<#9fl)_+{hFNgnA>@EO-!8?^cVBpyOwiIKi&j&zE`4JgL{u*WMWkN3CX@p|V3 z-KC{gyHg1k-FD|0-Bt$|z8lRbBV>g-8kv0fRH2TqR~8=j$6}==N8{}? z7c&VvHDxka5EwxDi0C=l3#gPU0DZ0>Y!kt(`ms%Y$_4|;ARa2l=V!Xylu4sl@w2O@qkWaPSYo%+Fg2YJS3 zre=`(<=#8*xzD+&wYb#nFw+tC@Qw8rQkYS}p{vKP8jq|6fBk^7k@On)JDSEX;WU0x z9vaJSx*#(}wml#H(;Vc7j}|Q?+KwIo8sBf?_0;}QkOY(UKn!X=m|+0nE_gO;YRH#u`)06Wsiab{bIX>6dZ*T%Ezh+Ux9Igbd0V^H zUD{H^P6Fz{#cq>Ph>BOOW4*QcA|GJZzY{{4UBqcikr6Rq?tY4t%u4>f5K!?%(IuWf zODF@0PULmiXkJMh6`^FLP^F}!9O=na6~0I*f1%nrf$cEQYwC+j4R6tFcDyP)jt;XN zoY`gPF4SOiy@qoq{KrkI(stWtKhhz2={1=MlxwQ^2NWXxuM-lHO*k_yLnxs{mU5mD zLMb|B?}u^K?uPb4u(KqMeVGV~;+Q6-w*&c~DzIK^ttwvg;-)2PK>zJQ!e8+YHBx6i z7&O42SuT~_=@FV`bar-blq#`~2DR?|d;jM$E_rKTSR7NuL8nQ*pFINK(i?fd%yT!J>Qv|aFL2snm6pm}ns zg)^pf824}(>3a_Qo{eFH+~f;WKnIafGi)M@C?WMKOo4t}HM4{NxO(a;@nZ+3Mz5~9 zX2*m=A3fNy;~Ms6dU~37nx5ItJ56t!5>K{Y!#_NI_0_-)dQI=xf%K$AR{9SQW@fem zar9%m7;@&CX+GrE>FwLutF7C4=dC-g=5Mxb!${^=csn@_%z{6_EcnN--Z8^Jfmv{f zcI>#?`UK5_HNh;lGw5j+Y`AI6f_0)<@E<#NOtBFN`fVm8m<8{RSxjF|&|?+sc^648Yo6o{C`p070l=@rrkN30{jPw$W^TvgCH03moUZzSVfZU0QNEw~G%r z@&jzO(xOaRp!d~U-A0uJpzACxLsm8?X;6qxx4q1z5q$-M$HM|gMNXLL4yCUZ!bFT4 zj7~VCi}hw@zTU<%#-L34jXJ2WtyqvXV3H9FuOfO1;YpJeA}rYHJTqzp%7`01iV%9@ zW#0(w_4Ko)$bkT_bXpA$vH_m)uzcP_vsG_NLeTtgbeFxL?l!SUa0BP2Hs$CAj>=TA z6e1HJ3WU_w^2Bl5o|=2Lj`_B$&@uDv)*}0+tY8==cd*oz3~zg#Zo64=4+7!^uUgp+ zm}gt9hWa)?3Uqd3Rvic65x}Cg(?Tz2_t>6s#t?f*RPWnUxp~6bQ$em_B#NYz6rPJB z==0(OyQq2PW)x_ZjCVV>{@^_b&OPm}C-}`{wgf*;P}~5pI#9Hf`Itik|1?<8YqSoH zlM<^hAhR=YKvmbpC#Tdf^zf$JF|{r$Du`=b&B%30P$T$rr-@rA(7RAP}!+ zW7Z*1kl~J9x3W8GA|&R5dRW8k( zDtUE)CtBJbKSOafM=2&owcZ=mXQ`!_Fh0x}hF}76^w${K%X}upKL9ZRH-ebhL13>9 z;#a$Eh&ndzs4%dMqpDHhC^!I~nR5XvwOVG~y&!=2sT)9I+}3Qz1xNEi6>DgF_zhwrY8x_rU!)-kOr56YLV87)HqE3(lOIuL=T#5X6MV0m%2)u_xi zT5|^~4X?R?eM!P4A@7_q(u#{jB`gL0Y@7%sq-oTG*K=d@cQ9{4 z7G<8Q!UO@i57ybx3Nso9rao2R5)PKU_8iGyXxByysIWJ+;6Auy4}rsVJH>ihmMEE| z7xW%z0H+3{rP-nxVzE1Q>?)c_jHXNR?VW5_BA0S)lXPOGrCX zuV_gzZ7Ck@dUNg?ce<4{nyovzs==Km_VE*-2;H z_TJ8t>M+UH8DLTdey*)Lefz$?O$_5r_(PaQL4U9vi|G{6+(KW_%(@Ro6W?L-tsr*C zY$wb&o$P<5qk%eV=&8yEyf5xDaBJFA)QVUc@5z3|N})C;D9~V?LmoV61Sqo|0j(6L zB+9UT3%odh!JiD5lg`0<078kVl`w_p+8*p(r;Pd_POIC2)#Sj*x_~8IYaNoNljVvR z9vYGr3$VUxjDZ!|2-XNs7PY2VF`T2iYlJhUt!+CjRH4m@e=I)XV8Z}sTH`*5KtsF} zn(w7Ihe!o67}#9dBw-6EV>Q4oM$7L>fsD!$^j4j0;i&KOcY^Cp>}jz`<9p?WvU9Bj zlXbcdA8wJ}oFZr>rK;X+cOfMDi4M{$247tRazgA<%xU)FE%HPuCExx(bIMD3uHTjsB884Yo z7+bVV-qe1vm&cQ;LFx0Nnn3C8Zf3FE57(Z7yr%}FS~%zPoKn95y{7oYfF4tPLFf|U z^v&ljMR}<~J*89dO%C8CohlFPAsvEuw18*SWN6_cjP;84bMJs2(fgF@SzT{vk|%W4 zy`Ym$ya$v7_mI7xsh&?QGicS3obC4}7z%hby`8q@yDFYevbxf}oEj(GG@s;QS6RH9 ztLoV_cNUReO$|7R36JKaa8R;?N4cvb@38I7B)%KECv!MnOn|l;9!%Ip{oYHBJ?6QL zMV{@o8~}Mq9!u%?lTHq{Z)Acea+qGoG!LYWvSE22p#X;LdF=N(YEI!EN9bcI7!7xqq49?6X&kDT zF^h*$&sXX)YrckiF63Dx66g0S4&+hPurhCAh%^SMAx|QKTEL4qBv`rk5dN*E+gOIP zI>K`}9Iv59kMV6p;PK1g?VE(R*Y@F_ zRW8~+muM%0i0`1gtTPb|v!2c?n+p;K`KLYb&AA2^Ohcn3GL63Ca`!5r9iig)7yj%w zAAAFxCf|JUjTHHdKUC~59+h>lyZ>aGn& zKxE&NVE}PC;IZjVS>m`c*3MYv&r!R?$XMv1`|GtRhTj2Rq--nynMqI%8OBHmL$ctU z2zca5jC^M=%NK$QMHR@|V2tN6D%uKU9XsilK#0HWVOMeuE2II9l~Ed0jsztj9#(xE zg*N}aH2V?%SMp%aloLd)ccF7eIl&2=M^4ZH&&e==kQ2{LZyGHpUamPl-@N{=d>ZNBsYr2S=uiANfltNI= z89KijoiplZz7X^1XIj3k3O;`l@K? zhYWinkbi?Tulu{Lhp4yWC5ArZ(Nb*zlsLwEduqA(n)6=iy8dk`D8Y`RZ?>+Nq zQwB#JM->J|W&iI9Ya{-*^I+VRKx63qO?1vEfjC3tkwC;opUN37vv(Z27tvv<7}GsO%L?ms&dR*d9d zP5dz8Z_mR^rY50Md^6~rQIl{+&!b6bd7PPH0HH}Xr8kY#B)#8Mw*Zr~uC3y&#FRUU zT7<#Koz7_F{(7cqt=gm#rxZ1zkW9WH34AFWlN%{sXOen852J@{;~B8xEaR`-ws9xd zutHYTSQ%yY3)T(=AxPHY>6iwKh={tNO@!IW}TpznF;oKebgCdnh^h_xyi1`twi zUwYF>DYthD#-H}WsOxLtd(5=c8uBe><>E|C6NmhMbe|gcQlm040<7WRV2-%ItOXO@ zUe0D#Uy%i~L&xjjSX~92_F*&vpCLK_=y;}-Qa-7PTIo#2e%>8*{$3IDgO7rN<1~< z|3w~tG&S9JbpA3rXVi3jspQdgw7@=)VF01&9!hT-t?7O}ULKoCCkEi5_>>c?kZ>YT zx``B#o}6rg5E2YM87>$&lxQMCC#2nP-20X+G+hOX4xOIasW|{GSA&vaIz~`2qh`k< zOw;VtL`gQL+1FnP=~mFs_IL=Mlh8lxXG_uSkIXfs(Cjo$M$JyQ8jrIq(}3mDQDRxx z6VLe>BLhs4C_NyJk)uKiwbuPnT0bNH<$2bgX~jGaoi9b_j8+U63wf*<5+?thZkqVQ ziusT9rqNc+RdE_GGXK&l$Pq`Sx*lTgrP$0%L(IFBZP#ATf!|fYt~4x$hT9m-4jZo_ z9e+vW?%iZjsp>PdR8oLx{QL8WfY4t47A(@;ObX=M%U5#^DKtKflTqWZUtLvmtnm_* z?{SQ^ zRKdd*%EQT?hhT-F=FSUe&eNMFmNzexrs{n)9t*?A!EiBP&p&GRA$@XA#9XBYiF{}4 zjQ8YOG9jJuL@@Qc7^mja86VCyq|g~OPBxv<``u%o#yA%|#%DoX_S$tPKz-xCXRnOa z*7=_&5{~$v%R_!sNIwCcKZDL0g*4~PJVKiI`Ry475JLLR=}n`B^taVnVpQtSVJ7|@ zV%pF2q@P+?Wsk7y{jUUE3=b1S!$TStqHquv*by^U0z2xREwF!*XZeH#_B~+mA2Y7C z1$Juq+$k4f>1OsN3Xx4CWfa+;d6qloY${<(SRZ_4bu(D`h1&M31v zbLNrR#L_=X7sS%J^n>)K(K7p8*2*+;0$b^e$@0jXym)|gz*^c+;^J(!@mn%XB>yxD zPa3JVm?MBASw)D(!-D6L#VTJspu`agoXLI^rq3$>fLc`#>!w$ zOp`l*dEu3A7V%@b%d^R=w`G`0fr%8Jh89?Q5?Liyt)42e&_wYwlUT3I!^|Ox^<=Qy zs~HdFmRRr3HLQ?WG*(85#V&{CWWJ%&3^MDe!l0<^|2AQ5#Qz_8Fm6h%`_cJ>=$uh% zafZkvwTO*gkzoKKwSFnRX{6NJ`(AhpVyhVpqn3eQyRwpjebsKU0u3H&7i5y%dtVz*(80;6;o-#WBc(=8ZbB9(qlPLY z5jB)iBpePD1DIY*Mj@w~JCVc?(7t zU3HqZv#q&I!mIb@LbE6~he9(5t=~sR!7I5e`lVtFwvsQ&!xf>GTmfTT$QZ+3$tejE zYa8~jzz|DmWrMjT7nox06KqLq-&p$dN05Y=`;i(>A<@5)a53UPJ`WyEAwaa=h0Yo6 zP0kj1>`fZr(HRC1_U7jFrp(?vhqW`xRkY-a>DRo&(z|+LORbw0xZOJt2i0(3>W3&K zN6zXSUkZ_kH;Sv61bGH9oLR4gBna68i;P0H1W5@weon3-g*2dXGD?Hp!^gTr=W2Xf z(Zhc=&2hwkWgh&Pt9%xnUxv;ZS2-tLo>fi+_cIJ2R{4B-Q)89K1LAkEDe=4bpKk53 zwI2#Ls9ki&(*O^*ZQ?tli~lNgMN@9KCO5UK@X&<6!K_`kb}=1^UjpTK8UFur{QoHa ze|-N64In1`H|b5Ix6z9L@L)aYx{dk+tiF|_%1REetXu~>%R)uvwER&ef zp}!JQ(=Uw-8Ho^5Wv5%qK+4_FQzbH)3j0PLc^Oh+EiCZAVPeWwVX52MALbfVC@~r- zNr{=;*|)E89+RY5^KdF=@lSA=8u)1*(wX{o9?bF|j9HSl(l^A2!R+fUlW^)?A309W zQ9`S4lkrVSVC$JeCR=%rCWK~nN`zM40U&cT`iJkUt-sH%YbgG-2Oi5cuvmRGTGHw> zHk4Q9L?bqZdAg{{_>Uu)M*JOl=3}yC1D&rz=Zq#FM|d6!h{$wKh5>{HbY^-}W&xeX z+8G?`R_BR62Z$J<4v z(@IMB8Q|GY*Lv5Q!z2$9Gek(3Y%)G5mxJ|8GxuK;R|A{$PeGmCLI1BXp7LLft? zF}^20)pvM&(cL&CywjfSSncQJgWi_(kBkLN^#fjor8VTytz)&9sSos>ON+y#zUOLX zGxO)pOKgJJYjmvk#@d@a(<4_qR67igto4BZC#b&12LAo_$y%`XHW}z-Qqn)1{Q4IX zUt^nMebGkqoI=&zHDU!D&HhXAY1c$EE&6BUA+TIQ*Kh~3si25|h&SJtvH3H2b4^44 zsRSeA(|1U&651zrQEtSJqT{v~yv|B*s(Lm? zbEWov;=i|B{Kt`M%dN562Wua)dH1(_qZ!xqO6{ZmPtOBBKIXrK5Q-7+h270jbjOJp z{1(C%bUl{!Cqn4b%6k88~ZvqkYZnaeJOgLTxDGcXYi*N*c=unoreU(R1ob11z=8WnUV(PUEqnO#` zO~Tu!fw!Bf$3+ZpuU2@o*Fd=2#|<1S%wy$*h}=7AX&Jn+=yhtX>WW2f|K#;J+V~BO z=bu8q-bcUIsbA~y>%|1%9ZVq!bs}LUaXlp6^yW3Do91fX+<{8H2{sB=_<~PROqWEg zP4f$5{i^6R^SxwJ`=R0~ri6Z9@I*92B`cv%tG>Opk7!#1og{DX{JUr?NqS8$$osT7>2 z(=R4C*{?Xk$zdIy;N-lLWHjF!#fw}&;wo`4R&_fr>T56qrLue1D9aE$I^jg*2-v0b zDVSFECZTTWbCUYjGeu)2$Swn>%XlX1z2=dnfLa1LBuG($kYi`V)MnZ$t7)zGV<2ebF3ggIHT~JoUFdYBPD% zzYUMtJ14-Um{z+}2^QUU=Na8r2OfZzK+5}nZUSS=HdByF6)JW|Q6xMsP8>v$GBSsV zPz#aoYy`Y0839TAz~|>9@N1JtN+Pfr$s+J6Bp)Sp`5*SoemQx(0;J_&+hv{Cg^Tj#+yXeXO_Jaoe7=)P}Qa z4tym&GJ71i<1n^kpV{ry1AbSm4({v!G(gDo={?RaXHVs3XKZeseHX5>O2=D-PIDWT zs<+gsRq%Q|Jb*c|OyhVi*2^9?#26&CqrBD*uI@N{CY-r>hsIXVgG#67cBo_qeBpst z**y+N)E=sm!9GGbYPLE~3oEsK2o3lutT(wktLZkD17L`%rwMedggbse!MeCyzx#<9ah#0yB73*ySz!4wio41>_Zj3}7FE z91u~F4|wfXxfG$a!8gc?$y#F~Mimm?HUK1`G0xArjVj5NYTG^3q!AhNW*aT+0Erz; zu@$)3{sC_GRpqA>kdRJv#@Ze>35#B{>Q%>iHNS?}T1*8E;|{5yVlYL4^O}%w=-T-cwFG;e>v1pF`ARDT+l{Sj>k-y!pu@;yqTh z>kk(d>jR7QVTkkkFhqGsj7LcYy*U>9D*ZrlK3j%2&Ga_h5N_ssOAMEkH(@Xiz`cv>!L zNpoB(F3x(@DlE4ILwC(eMJ4C_S&|wf{?qeF98<%eiq8AdImyjQYFlV{E)w%-coL)$ z8ou}WcmsX-#yR+Yh-sHojq*rGUv?+pFXSO+NN!$Fo1wXy1At9E^(+Dg{erdDAtN{CELBmQo~gK3e@0XDqo{t?6j5r ziaBi+hoeIZQCVvTje`-RwhbpakxZxV^a?l^g zvdQ?0^bc6i)PiK&k^hsp8j}xy|3UR#bDm%e33N(gAO4OSVU$Ve6+69EjIrGC7zoAK z==;Qj;FHlcNfw4q5&s+10v@cnoGLksP1HWaw%Jx7oC#?5_KcfL(&0XP|Ry{e!A)LAjadS$8+fyGd8m1KO`Xu0CW`78^@}Ln41Cn>s71?=ebu+y1$pj*}3ZFWpUfsTO4y>2opLj?mAcaHC@3 zKA>=$I~MLCbWM^tQfrDps`s+ywh6RRAtAzW2))Dvj3+jCeZKfCK0Ej<9;vM$wRCvw zr%jCbc9>iAOM9B%C_c@<8GM>YGV1MLi_i3**-ZUUoot+mCxkVwyF76ZkQDVMM#>lU zc24qme+#g!Fv|3RMh=Fp!%c%Bavi2O7sjp@zW#fNC`ZNE-C967Muo!Z$*iUYyb~mr z7BI&dv(jEAcskJne%!4%sBxWz`aus-CR#~@irtvBfNqd^wqS9zDej8UO|o_W*;;KK@)AFC*6iS@d$^do9ytJ>pKBUZrjB@ zZlv*`cx8kG9}tnU2r8x^;u6#fyF372APX3FbPr`MtcOva{y^a=xf^--Bu-&RDPFW0Io*z0cZIa0*3&O$N3maVb`*zoh<4Qb*0dcJ z4uwzm?;S|BtHR$Lo1LA*#f63k18dG>*G<9X!ll@$9CX{eM)%-uDlKt0s5I(9XBSTi z%yqVr>g6I^41`Bw?MWD?G*djyEUgQ{8S$rQ$(Gjns&DUDB(!aLT~m}$oKCi(ad!X5 zL^JDx=;>B7Nx;xkn_k-#&T|`3Q|OB0%d9??8)J#Yh$%PlmXXGi1N* zdA%Tcv;tJ*KnzC3KIs}oMIPh9Ww4x~^~|2>+mdIRM8P-Zqu_5OkCa3~F_J~Wbxgm= z8H&H`xqU2o!~#_0faIiNdUIj9Yfa=omOwu$miu&W;~>hrsi(4F7=F_IH>@yr<4lMsnVupHVF9|A@dI@qZ|w z&u*NbOFg)8{(U`loye&FC~8OCQf{>;99)j{a!}Rl9=4okV#H({TG9!4Wn7{)^-9KZ@e-WFTMTFMicZC$VHRY;M$YwR@#+Zq6Q+ zo11g!7u(#hUvZloPU|6VZhmDAZf=SMEnE{LxB9;&LKSd{dJbuk`hC5dNze9olM6oX zwPHlJBe@dfEV?7PLiOz(OVqJJ@TEIaB74JyY5x+6qC;AUPfRQLNxUFHnBN zVSZAvs{b;Y&4~X?Vp7@dkxQuuw?|&AFp};pl-PqlRorK@Zn{2w7slgDZ12fJ%k&D^wR(7X*3%A9r$AphYq}9Bblxjj3sa;dsDgIaQ34J}6)fD>Q0Gg!G=O|-B z|3iX}5{3TqZDMC>ECHTDnU*55JYp##XdFpaaE^q0GHrO!>vJWRW0|!;5}^oH5g`3d z!^P$f`k~39)aP1l7HE#>bkl#!kI@~5*gWMgn%JnzKLV*nM zJj~bI2@44VmV6G>BPrgSJ`qU6a8%CMrm*+lu0` zIdC1dZ8PplfjU8@${N`lq3AZ)5%s^YsWPoFn|o_FiLN=ecH^wMy|p{TX1a)pMYX`R z!jJ7q-ClfBw+ue1jcVmY%qR2`Q!$>{vv7;gVtsD=oQxrREv6L({AH<(jFl(DZ@H+9gucs_sg893C6Ud2}ZoKCwNKm z30^q(1RqK8g#~ED6yw`rlF={iY3?XK&Fw{|Y3u(4(^U&-|BJMkj*97eMK-k=<#^NZ zucrN4AsPt#m7|H-uOAoUC&_-@y9xOS$%GY}+>zIO0w?Gq=`>5KOra6oW*u65Q3p3T zZr~j9aOmO&C2F8-T_Yrfo-?C>GV?e!^l%-KKDjkt>R)}%7@7shxZJD;h&It9IJko3 zxou>L2$ozV_AW_q=iv-&A*LMtX1&fKj}kCzz$yJitK&9G{i0A#7$70YgD0OyDsZ;C zkf!lCT5Pl^dEqaTtQheRB#I1kNlO>y$Jhd9oLLi{lN11TqY!z?#n?Y65n#)Y^!>y0 zFdpAOJfD8C{R8_Iw}0TU4srjm7ULB9Gu5ZNDtE=m!v1fKky($FrZr@Tuf+wsvsjV- zzG4;j;$ACmWIKR2C9-1j4&ZgF@0tuHi9$`k$MWocRC6oA3UZEXHD+78rml z=>IK+!rTV@`_MH~1oc$hMI) zqUaQqgg~tiULwNq1yZmInwCaeR7cuvj2ebg#0|Im3w#>6qQ%E4d9=2}%+ISO>z{Nb z)88l1Ke74rOpcWL`_+u07@Gb|qe(^4?!A#LNtO$NP{V>=kqs>3P!=^>Iy|u0z|)?I z5~`@M3sPzZ{mGrhu@{U=lqR8JP&urDs>B`mT-}Z+EMx~FQ*jpdSwIARw1+C8Afs?} zc7_rs7ixR(LNcmkuMT~-M&vbR014{>gSH!#sBB2kLG2W`T?Jzttn*Z8IG`qg^|-Pe z5{y?Ep`DHk6IUCc$FVsSY-+xL1n2uRit_y_uthcB#|v<2w@Oh0yH$x|yH~p1dO3jQ zcIy@Ni`lL0SDf9-*XZ!nPiz)BP<%2A9J;JG?v|5BO0q`9 zNVYY~7KfbQI{ueEw-+UkSilquSg#D?3UQPS+{lsg+{^Yn}hShdK;bi-BPE3hMNGo&6JXVIa!BRJ~7&=y< z4|Ut9LL1p291BsVnY#QW9bvsAGL~X<{}Y6O5&vTX57CEuCWi{^bS=wtM%mxilvO5k zZ_{pX9(T-;G9cI~SHAU3Bj!&yV*V&EV*Ed(9v9s~m$x(w{+rL#DfggSappA^Q4P*6 z2KUi@)BATica{bJOgJ}}o!iRJU2gmEgmYKfd2)Rgbq^<;`^(O~?K)}=F1pR;PUjYx z8LcFi9k++u-a*f81Wu#XT$pSic!IbyVz*FlmMDENwi3k9)JP{0o|&4No^bBH^Pc-0 zo)(yW8clDkw;HVlq#2&RdhDw4l2Dgc?Y-*4w8J8>$A1zu)v>iPFG`|0ZX@Xexa1+uBY-j5iv;~g}RPqO?Dr%Sx{ zq^6>{g+a}~&M<%|Zt+#t)S&XVeKT0GwN7U#*tuoPLcLS#&X$pxXNz8+lee{7-K8zH zsuKNtvA|Yb$9n71;_?AzefDE*?}2|3Hvg(J`IaIhV!+(}6e-#6U?c=oJW-h1@3!kJ z{)Om6cs~*Fi+Oct6G>z;z(#c8NKfqIzX{S7O{M&$Xlvp*W)Ep?a7`W6NIldVr7Y+; zx~f+@ha1l9vU3;8CA(h3xf5QGriY8kw|({_9g>&GJ4qr?uBqZ5P>A%eAta9YS7pYf zP{2~pY%=BvA#}*#3#n(!T9LiqwJHhUY*!LS_$(YLbG&FR>bY`5=KrzxC2(?7W#T{x zAp=RcLE41U0GYv=Aw)n71O>toBOxRaqL6KRrfbq&>FFN&NHTyc;Dyk5z_=cW$F9e& zimU6f%IbQ%uHv;G>w2%c>VFk=J$AkQf8Y16dR4Dp)vN9~MDi26rs^Hv_r33W?|tuk zxJFarchnBZnE~7ni)nQ*^iJFp3*_?m;|p2n+yT6mSb0W#_m6pqKy^GsCJRG3f4n*Y z=e$K8d+MO&Zhv!=AKz9=ND)G?;(j<(t zD~O>r0)Bm4=#3;bal@-!=xmV2S1?LwjCxo|9SP>t-svE`#R&w?kl1fVhTJu)10WEb z-CFOh_D1IDpSR z&s`wg$A`<_8{-{xoWxcOnfc@n28RZ!6Ld*^jV}zLg@+hqbgCe%2?CGc4{t}a12@29 z`{OV{ZFzjzCA5+>w4Qnz^`~GLXR@>#Znej_nenDiSJ|MaLK$>8#NbJA^$7Vf0orOE z`eRL?UozsUa(hd)4z$L%4@EWVjTPMunZ+yedwk+-EShvr&mfQk&X0|E=n5XbLa!V9 z{qw~rLbXhX0QmOJGjsC4yNOlR6e#!~kRlMKpWsi{-P4G@C_w!mGGUBQ(bK)RPBL2q z6LWtVVs1J$mQOXi%p^A~&a3Mju{ybeghUKprm{-AFC8W_FTtOjWIhhaya?*2IcitV z4z0k+n}wDYg-&D?I>CiPVf%;VIhM$iJWUQch>VghHU~R6fYCoZ;oG?kocX>f-##eb zj7oRJ%cO9_#d=V-m-UN6LjL;Kpkl#u7z>{5!h!}}xQ;PNCS9nxFWqj% zQ1a`}(wwM}Ij3rcV8R8*uogWLl-w90Xw{;XpFz1Il?x-8rct6u-WWnMwXPaSs#XY| zo)<}USf=wLd4>YiML5(-N^qCLI!9xQ4Af2`n8{0qM*MuxgJy%Vvez=SKgAGF~5R1gRA(hME&Y3arcMPCGHK&woTyTZa;1bZzG%kRl) zwhEe{3-hn-t;XqsQ)F~EQ+5CX4v$*SH$@6WH>vR~gV^4O@sMUGTZ|0=Ek{xvDvBXp<(fmu%m?%57iMS&iGBr zIj!d{8nI0r?15r`1hTS8$AUW)Y$QrNW^5KyOP**Yto6j_aZuH^+7^j5I*N+xv0^e` zWc-k>_6a6m@^76n*5!wPG!Oi`bcc0T8KR?2kJ(Zq9xuqg$*zE&(%TSc~ZF;jU@@P`wCCie$BaSV9a6eAM_*Zhu) ztUYY%NdgsEr1O|6f~)!9cC(gPHVo|yvaLpzP!b(~v2Mps5(-t+&n6|K1{25tg`kW- zSyw;MEBzDES2ScLj$D>K;_?3M5yO^e($4U?d3JJdV#9QU%P@)gZxbu6+Kk~kd*RWz zNR_@8ICnd_clCfIM$SKeQhyPQ1oZ+*-@<3bIC%zTo;tFhA}5N@HD=~?gc>rP#AHo<-}vdNJ#0tsLYUnFS3 zPq7EMam)p}Fngc|`5{!cc~&^)e3Hfp=fWP?!5!3ry%wJo-Ig5|rugiw@<|$JRfMHQ z9cT-IJKuD$+Q%H&*l2I8j<;$5YafKXQONT|qgHF|gXxF2$DeKu&_}-K7%~gEvnJkB z<^$Xb6kbD_D)BHmNFQ2+>+C9xGF0E*ZbHlS8C$rR<*$Y!9xo!>>frqlxThC(b*Lho z9fX!9Y7IEXhK=Aq-Vjuw;t3;+SFJ;OHQ1vw3V7(KD3(D=-=yY@Dw8wQ|cF z-1fk&i23l22X5UsBs<}GD~fv}t#4=9J7xL}@6-3oVNU75(|gd9a7DX;Q(1@t!mSc> zeCAnaICbU?v7zAXQ4F!gdf5MNmZm)tJmO}MjFG7Z=w`;eEh2@^-SI_r0*7|aCGu1c zV21YK8e_-~AC;C%=o_TqgKr!~3>VU zH~VsO5}UtpMU;8oV&bhMW9X>sK_LhJ2IB~8At<@v8D_@gq4Hlq<&27z4TB3a;^3K>@v`VD zgq@PfD-b4zT*4a{EGhq%gd?VWh6~jqOnCy}bt4hZnJMpd>XtJl_LY$-&*_Pjz?S(N zkn{~+jqnzNSGwRDX3R%G<$IuVM#f}A;lh|WfF{P=X<5$}Z%k&dYU2^uteloJ}hTf?RJlta|lFGr?5%NOtRTr$ojEteR zUxv!S$S*$N09c%Wf0dJ-J~LQ()UKJzYWVLI_-_sTH?(Uev?t3(#)YGCJWU+^6w@+l z&r7H#c3!6SB=|V;R+5$&_}4CUjW96AUjLFv>%_oI*1`y6_Ki6MV?P-g_=5h>7MQpX zElFwzCnDN~-~<=!!;HKVDjy4#GiqcuFfROy!)fB*G2|-aVtwBh>P^giRJ>ck(WXz5 z(8ShfyHGj8)~kRH>xj@!Y`xK`OU~BVPe!)h)L&`?d-t(LN&Vnz#0VJ4g&JWtKM5*t zgUT7%oDGxR!&=rEaTrdms`=g-p3!rjFerLnw!tXf9 zCVpRU+Oo{HU1?(C!$Qpo_R!u*k`dd!)rDRWwtX~U^kyQN&bArWcmLU`Th4&kS4IXr z)q#M(cUg-|+6A9OSPH>sT<{39+iIx%094M%Zj8(>?1qD5Vz&*6TijW;w@n;(M6^Z0 zcJU9Ae#CnZx)3kIdnW^W|BvYB%zM9e>X!2!_LY(MPR>k7;Jj>wCEbGMXAs{Vjz3v_ z_b}g`0(4snl{4}kBe4tL;lP;qZX_NU;TROLRJI@(Ec8ZFh&bys7xF|n3uC}eB?>un z);Uhya?ZlOGIG|5$rKYLu@#Xt3N~Y(gkO$Jr`HdNQtQ34hzYNECLt`7g{eY-Cp1C3A}rSu#hgNp z@Y1xX3em0bR|~>TL;2hWFo0G3%?q$iKL{%IFwhzTY}w&44nYy3hT$yh4VWPc?k*8; z@lq11Z!$Y;UC|XH;$Be+&Yetf?r;&Dh<+Icc6u(!jv)!LA;xr2ALX+ngO+i?OcY$g zn-YYPe@lExnf^@=$esqszKS8M?O7d+3@7?!f9RdQ&8btaO0lPms&tJD-M~&~E-%pt zK7!B`f)BZ15>~R0fy(cP${Cd`BeRP#!NGY2b)d6YAmq;|+_Ns&%k}OBmqcGnLKBmI z%Z17YiToO)gT|yUJGrQFh&4lfxs<2#Z@Ftd;1p zP;n3(_)VUo*K4IG*jNvv$`Wjxi%*nbgP!Ih!AAG*7uelIO@Fen*Dtm@V?0luNXRk8 zGIpk48EVQ1lGdt7I9Rz;rG!eWBeW=-=}!S!N-*iwZ79Ww6HR-rkS((ApXk5^%|)Ta z{ReTnC+=ECl2$16gX@qI^OCgUu~)<|_(^2}Lk0_l%xq?`*avhH87vshC>_FP&PeeL z7NIb_VenRbINc^PR!%ecfeqU`||XjA{+H&T0Vgp zNJvct58@;8x?YQ$mc^7Tct*>15-d6d;Q3n#-rq^^=qU!?Td;?fQ9kS*Cr?9;z?P-F z)oP|Bq6tT2PC4AyDNA@uEAxcRS#!b-`ER zSBh)y2gIQDcjHf@PK}ZmL&4uEYY;rE03Mm$uX{Y4+t^zz``%?6FZO(Pf&oC0msBNw zSAcz-0roN34I{3dFFyb|Rj$ckkR?PsW6kK)^m<51-J)~hcmkAXx`~zp<4JNNkO!oD z$5fduxc# z*PK7>od=i4jDugW8xF&k#{Ko4EaI&>|9psdA#Q>TWte2hK_T<|{m6(^O0us5J;7}7 zq}TdMq*i1cCreQtyAF5^yNU{JxE!}`m8+oacVq|M)+}dXx9UboixU!9NXkHR z0iALOKh`FigO%r2ZqrnkAj%CIQG!L-4B30-q8*=z3@`vp#1g;j5FV8R;may7H$vD= zfKc~wmT3%545lX;GZctik$$LXLa?WLp<^;=#l)H|?PRD5%b!^twAWMJqP)gYV!ze?02`b5M&6kiwdRFyb~IQP{;x|qRB^m@BX zoBl+*)ZFd2XS!Z-vQh59ozth2M4qn9kw{n8T@1ym<(c3ZfYIP+Dp;Zh9?iHhRod|h z(hsT80QUQ-C*f5x$t1h-Ew04kUS;^~>tVx2R5 z`KE&5#SDhK^TL3a0xB3DzG$=C^97lFyn1d&jq!bKjNjxk#$rXCvl`B!-T?K}j?T^B zJ(rwp^9O*U_dhdwzt@G{w3fh$jrT0RhlrhQ@IwLhY+RCE2`tJNr$eLp+6*1=h3VH& z(a;2S)-KxoT7+Z^;-by}iU5^7DC(lk?<2|7MVpA1Z7Rm?wovSc0|PLk+eh`~E66_( z`WM!c*Z{*?O=z_8-;>E@Dt`k?CJs82Ks^9|GOv_?DwouhEo z7fYimCNB`tAY&p%R2H*htL;xwq=Lw>9mf;oLIlG&E!n-JCtAk~Kq68Ngc^ka7qiffm zHNwN7NN_V@?hhniJt~{cte!YY=`&l z+ivr&!GvwY-VTWU@OIHnNqz}Z{7pzOd21WIZG%|U8yfYZ9b8+S7v2PDBe}GWHozv<&5Yl4mV27h=-+~)FCBoRK~r93V7VhG_e{t_ z3V7llbYLn@z;ISX2&}BAc5$wolL3Nt=GpH^5-zwA@rV17Txb`b+TbYeg~}O2;MjoM zonU=xgB@(o&;g&?T#;UsZnJtal?&ZwwaM6+pz^>!7^b2^229*ndXp9de^7h@nFb ziAwNEgs2ews|z+^c|xjw3@T@oCpG{s@`N4yO@So!c z3psSUYz{DYF3suh{wfQZW|v5_N+L-hBY7gq>&O@}g#Ivmkzz;6>^Ckl7g1(7ZTnwh z^}Z;xL(g*2t6Z63{~49pzdiKWK@9Ul5jDxDK>-<~5In+#Kf>k#lMNjQl{1=;`Ha)o7ih7LF^V)<0YOZ5_br5fwLWF7*BMjGWwRQrF!Tl3t9|q6{lcn5YC^a z$7)}e5W$nB^}%LoU$HekIo7DPMBJE)4O*QEJ{BjGsjSoqWV>#%Dg=8F_kLM-fsdRX z$aGkU-lY8XFsAtDzYK?Z$3BC@uD#Rgd$**KDQ?ml$@GF0bt@uucwo;R8H@9K6V>1a zw05kU%xenbROG!O&@y$31DFH2;!p>UKAk_mR4;z2>7EwYbZ zTHWi{;WCwd9v5la;89yTY{LO#TbYjWK*!+CIB>Amhi#Egz3rEW2dX}7-L$>BKkm0$ zrDnA@jb%#BY47?@sot)(r-z0;&v-^rA&3>d7qb=xPq{G55S%dn?eovKyG;bgiG z5%i>_ESD(T&9K(kAQR6biChcBqc&A3je#$Ko3n8g-Ogx{|$u zt8v&MlM4Pgh0**7F=Li+8?PJ=656=})?artL^!R_JPUQF8{8m0-GU1khrMbW16vw( z@NFOpx6y2aW8+mC`vw{lZE&HmAkK+S_k8fE+FoOPywimH0WpFD&d`pP#;P^&gP?u5 zJP_Jq-@z>c$7x_6f7$e>;LsmbZ;g68Dn7)QLp+BFKcNuqmN#Cidt-DlBUqY=D)~bL zt;?dq`DQob6ZvNJl;oQ+>FJ|ycI$lk zW>ckB8!nWr?}qa(X@1#uo90#x4Thqz;I7bOd6-?cDRTe~d-ATkxQn(NT{P90aL=Nz zCBu(A83o-fdyE4?O+afeNQMav3{zwB_zj4eN&s5X*E&)k%#YOjdPi!h6b}PFk&l2%=#7rWf8@vF zi+Qln)vm?wR3aC=8eyChzccB`FD>qd6pq2?RPgrG=lmnmnERZJ4CHg(!AC9bbA}eE zwg{IK0f%)e(BIw;bU4wkk}E*N9>xSia4pNoHdSht;7V>E{4dbSc*W8gbf#^OaBaH% zZdUSRuapdz>hlErlXOm_<&4gE2;ha4Rc+!d z7A*Mg$R;YTy8uh2x-(!B`H0q171yz-=EuVC9gCwv=Wn0r*5;>qy;_AE~G3 zK}uJ#78gLtS8y4^I43T^nv9Cdv`M7^?xzp%1|%}~0T>;~(mj?Bo7D%nTlfHTvP}g` zB;lQ=($rLK8kbeT;TVu2B^`+c37Zs+;GIa{LhyD@X7f^Wn0s-IJ^;SNI;_E#&E6`< zD18G-j3=}pxm_2PbZ_Jn&>!2--0wIN{SK{y@H`A(BzKYT@oml>X4bO%9^a64y9FBO2n)k^ z&78%*gE7-z>J8hb@k^-c;AQ+z#^QVzMGaT*Q-pC&OxaLo9yb{?1#&-)*-7Up zW5y^!#_X$n;H<`M!Y5Mj^pvFF8LWL&@Xwns1W2#y z>5I`%vk5?~J;R!`Tx5$bPsi=Rv1kWkZ3?DL_$rx^?7`EloM^WPSIN5Fg*HOEO)xA} zCsLWH7nzpE*P7$gAafb89q|wP2wX3z=xjeGp{h*_L}sZ~Dju1oNOu%9nRlACrVc|iqXoDSaZ4L&)D%vE=x$xTr^Mc}n=Snt$oMVZ*pkc0lj zRXR%Z&M)$l&5Qf(UeAKo;Z zjonaCX}nx@C7%ZuB7lY9i5$+%ntlOtH4%J+BDk_TcW$E$QeGR9N+F5Ka*I^oDwAqU z&>nBo5QLV>XK)CD{UETZdkb+$)-H zG^MRyU{EQZxRUY26|OuHY{42V$)_5J)YIY1*yyy@4`5yeKIys@f;&a>-|nHJgwWyY zg@Ss5L0xu%TAY#QfMaIR>!7|lWsl;ggC(FaZ(x5YIQB6(IxcX~!aWCK2>{U~Agqh_ z;yfsWS9b^^o|#Cc7{YQ_h7R}{Ofiz+f3OC?dRV)om`9=bpw>#H1X>8aR=U^nN~p-Z zmRI2uc`fvm;I(ikqd#X+(mj?_EcOUp)mqK38C;aZz%+}`f}gc_l9k8_c_&gYaedJ4 zguG4G?LK3koDhX+?_P&OC-^X8HYZ-k>I|c7ax)aL{d6g@JXobi$a0y#&dCoyOJse$`HHgLam9k}2ZScCZpigt75 zBOJb-*lhrR5_M|Sdh(=h9B}jz4uSeT`3Nf+90eCR$VcEnppS3@0g=f^VDReZH;N_C zNfyF#QHBn7Sv+8ELJPsN7x8JG9Te$d?Fu#p60?w=-xgb zRyDk<4f$g+vK-E9r*B7XOR{9<23aU%s|a!HVhJ=Fq#xggI?mjd@N<$rOT9ua&$Td; z$>M2ud3MUW3vY1rHJ3-TWBE4v^0|-}v~WbU8Wqyx@XTd!11eTor+iCNk2x*6cCj98 zZ9r9r4X8a-T;G6-Z;!<{Z_H&f?5*9AAGPP^K`mL^MmBI1#|8nyI453h(ydmb3G!<= zaiHMtr-S=8q&45cVdNk;>nVKn;tp=;#KG+>B?g?bly}FU!7g)O3+L|T=}9_iIaS@m zFM7vSo6;B@-5iIl1zg~1OkiP1_)TA$%@W*256y_Y7)%M`E(HrV^hyJRl-K->wL{>h zwf)_`TH{$rAW2aV-jCEQ1n=WS&FpmtJFo`Z-nn0nh^{0|hF**w7<$R#x_qP?`Y%9# z%+P-kpUBYDQ-Y!Au!2j`ujCZ-Y3!MeM{Cc6*+@%R5>zA}c;EsaX;4HNve$65S!JuI z^O4DxKGIOs(nmi_CL~M$BhEx-4zyePAIQ4%YU!g0lK$2${Ye_li>n`lDwCC~yJdw!38yttESCrF%sY^9W z8X6ve&;hvhgEBdcmB#m=$!PPfu@W#8Wii0gPQm_lm*{z!far0sL&)L3i)mEyaXKf-k$w!ZpCJm$;ec z;`VER62R{!W@P!(2$vt9=LWqVJy%Yb=LZkGXn&)#2-%YYdey23R`skjXILqwm5{3l-q zY~qW`Y+nZaE`ZVC2`O0m;R%7r+#g_1!VO~bN#^-hK1y*nC>*Bx#7y_nf=r8Tyapsw zm}oX8JtpwD`;&fsvQ!`0 zUMWrZ{>X*ZQqAAv4Fctd24svPEIeuV0IO&t5ASPM1cwmU} zz#3N`2u{TsY)jBM9{DeGfsNGW8efKqI>{{5id8xU7*t>kxySh3CkuSsERiob4CZtmJ zK|<>5y^G=U!*Urs)&ab!a}`GW72Caw=(0y@8j4<6ZPXgOp~M-F8$6pY zUMi(Yz@f6ZzF^)`1{y8uhktJ2dQFGU_o~ zH0)hH3ha;e2t<#k#DuFwL5?P1g9COth6h0Osx3IkSca=h>)wu05aNwhm{s~sxD$5R z+YSx*<9qxjWS)eIPXj5hlq!&%sZ_5H55O%3AfjN~E-3FUL340{X&nF|3Efm@fw34p zw6)p5yy7UZ+bJ1m%RA%D;em@vlViOg>2dZ<)QSb@sh~%d&5_( zOZVE0;+!tyoZDSECnBjwf}}o&jqP2bu>~IyCt=DVxn}_nmLTkchEa{$y=>I(aT&F+ zysv;EdnpZBCV6M0>mu*S6HMOiwRq&sl^I~+cWw*IFE(2Y#$L1a58p_Q_h?71^ukx! zZ}Y{{vwM*h_JIFp^?ozfg(q&-?(2=zpI`#{aTkG%s8J6@<|8BrL0pZda{0qIQrmA; zpMCzFb>5Zt^C2Tg1ls6qs0*mMtEyf|Q$mZM-|CTVzsA_s?MCV!J9WzM-ou_?uLQkH z^TgoC;IH~WM!*#m;LBKK!UE`T)NI?ega z_)TZIWg8sU*dm$|uSQ)8^??I4mWy9J&EbiE(19s90mE4lA+WNd@_c9iqG*oj>~|yy z7mOnQg<#l)c3~eBM{x)$r)=YjIVT%%yEm!NIkAI7GIYRw(1X&8(iMq+B;6CzD}R&m0c)*1}!sg+TQ2Ae>az^vOSlY!rpdh?HLkHYE{B?TKka z;Q1Z-YMItJ*&H^xpZJ~zBK#j2I^YO@DML|yBQ;wFa)srC89LywL>EzeiUw4Tb*JYi zd~NiyGtv(ZMzXzy!^NQfAlzkH8uljl411f0y)E&R0taCqEUFA2rC^c)IsJSP&cuij z`w4)@$hz}RK0Rn{xlR(oK9WcBU@Sr(^rL&~J*5`GLOQ`Nkw}}u01JL3vfQ*kiz<-e+;HUKt@PV5R@bZ@cE-r-p(m1qVV5XLz<_OLQJtQGZ~A+}F}*^k&hitB^$zIPyL z`6&m6J;j<0^1-r)_npszSXg>VmIHATZs>%x4}<>xDSy1pB4_rNYT(a{9F_37*_fL4 zE|ZaBy*4AIBKQ!3T?jtFp%=S{R@Z>sr!`oE9Tt3_LS3!xJ^eCFZb3=2#I2ompC77h zdHbr6I+IRxKqf7SNr31Cj7+FOj?SrOwb6uJn@|7_bBrVMj3}5|gKm$4Yc?TA7X~hr zJh~#Y-k5}N2(JdGK5NxVqfwTGnrA2!oj=Ry{OP=O##<>Bos%UMITH_12zG?&j}%e8 zR{8;t{{mpy0gvzD6CLoNr`QP!a&=Y)j3;_Mlo|4y<}eS8=J(KL%Eil{obEkEj#?XA z86@us!q^P%)1j&>=0vF%l6lCL`n{EN?5@z zH2EbP^F#Z@JkaWT%XAKb`z4CcgToNUIq^#(Da6cNZ}3hOu>JH-0wgf^P8bcyJNaL( z0pi|CC=e|W&Ixl&c6T6LkEgiw$>tU>zhEmJzr^bZ&{5zcupgPD5bVXD#Mx<>&yb=Y08{!)BqMWrTD-DNSqNh+s1Gej zzSNmI-5B2q{V`+we0(BfOixM1n8DgdV|>dzEn<|{6(Q2Q*sL_t&GA{5NrGx8bx~tL zl_k{(S}^=dauQkQ*IC)fZkb;r>vk6kd3D=7n~NRqmB>3UcDx&^+9Xd*SovbdJE(ZX zOuH|3d?7!;pY0uB*Ts$><%jkMeSp@{sW|wFHf3z}*$#lJ&di|e->|Y5yu+OeC8ELG zk)m_rR7A4RYEDH+HyPXt1#Umxiqnw9+^t|#Ah+U`oW-ne#is2(OytXO;-^{Ni)qmL zEzzLVOU-J#GAUlDHGq^^eIHwtsysLc8L$wXZRNu-p9rVmUg8R($76YA8#fB4K+q1H z0?Ai8Q>HrwmqUNdDcFKfwdvI+(%GS8nh6`Iq?w&v+6X{-iU&@pKii` zBbB+Ezz9KR@h|weS>1$7bvFU;ib`@6@NE5Hr(VY^I%?G${4%UTh!qF9w9vQqq%seF zg?JQ#|K;dp-z?dMHQ2hr&m}GFdn~w!FX#p?f@CY5C(~VoWfuq+VL3jLi$G6FE&_wK zk1oPZ^XDRDaSbeqm`1_YOP64CJoaHReHSYP{4dEaWcyD6q9?C0*=_%$WZmupprLN_ zm#`oRw*MYku~$(J`jWDG59=xH51m-&Nrat^{W(z8!PuWk#dTxvYCCu2hjwcoXm!cA zSR=(Z!DA7|Ik84OWrRqs5}mPvBpN2G3etXBp&O98+zK%QkQG|R$IEJk28~vTD}f|SCG6O+=h_A;cyO6b~~~XYcMgp9TAv=9gz&7b5ptX`EZ+g#coI5 zChN|h9Z@u#13U77MA+Gmd>pDe*pZJ=@!ssnck@I0tvt}`l5epiif@7sBaHKJM~I6I zc0@tiPdhSjp|T^40Axqr!pF;MN7n49RGV_mlTT(WW+ZcYsTP7006efF$Kj9DF6MnS zn1svGyt0ku#e${48?1Q?8)xrz!sgQkYK(84<|*ozKV2YRWIWq}pu3y?lM!zU*Iv zQjG^+MobF9mpDS^X+oGukQx}$v;k|dDdp!SHPWY)f^yJ;WGbB_)183_p+Dvf{1~6e z8K9>mXMn-lM`z%f^X&{|npr+Bi!7-LX7X9B!=+0={j%w%{!(%jIR=X_viX*F$KXI& zx4Ur2Ja@jqBPIIIzQGAl)xkG7hKl#>8=RRR;I+L2?CKjlIX|?Q^#NK(-=Lfy+UxQ_ zt83!0+82H$-?&sl8XS!<&WUfZCZj$xtr#nS`{^Fsjzs3}0iy%C2Y-+TvGQI$e^w}J z`V!4O=y}_+U(HEH9=sF>wh;Uk{y41@{2tL~uEE{BvP~_Cbpk;(a1A6+=?t0f8r%o{ zG1uTN_(ZM&JtesY4Az)y@Z!M(4m<$=LB`dSo<1{Jc@#XXhW|ph6Lgp088gUcJ+o^D zaX24{6*_}-*4pFf2MBjQbd3X@LD9d4`PtN39HFH~t@#b-VLVKi%lh z%FgB2B)-np{>xC+CRRdY^Ob-vP;uSbyBg15&z( z6LWNu)f|~OE)}5tG(#tDRAz|bPiE+!`EbQ&so|SLR+{XPSaFt7F)5{_1_%ZL7Epwz z;*XQncpnWM0lu172Ef(9;7I{f?0oP9ogHdXDsgXL#jktyhKH#ay$W2>I_ATR23+OZ z+zV;V2T*&77U;;ZJgKDJydf0a9QUf|cs8TsnR)4m2Y(eElO;)5U%@P3eWeKLwbHHc zW&oC1-zVb}Szmfevc7E0W7apn(VeduWB6cOdQ|Zl7R?cEi5&nop8q{OTuv~n{!;Q1 zS>UZ5bA1YQah!&B+BC)pZu;P7#MA_Le?}e%khPg?_do#>; z<%jn9eSp?+R{O^M(7rwow7MFzxDkragX`Zzk6=PfV2I=50r70o1i_w76$H-GvD!Jer2woxh z8iz9bO7=BagH2ceL!qb~j}35N$=+%it}{WjYK?K0R)hx`Px&RtaaDqx&u~;}Uj>qp zc>C~bBDnD#@{jluxgJ|lc>ajt`QLf*M9090=S#)OY~dd1!$jl75JWo2z-bf$nNf*7FM^2^>}11^m5ukXMyt{TjlYjFEgG(>v<+HCrb2_R()^0!P*b>I>j58tVf zxrGa$8lB&;(fL*0(OImGPO|0_ZkrHFaNDHH(rcx=Z7VJoZrc&~L~a{BCAn=(V*2Q| z-8oNdC8%G8sKU)e#W9rPR=NXsZi)jJZ`0z+9hU?J+h=p>GMgK%k1y@B2_yqf6L z;j&6-2%h2P0QL&&Q|z!11Ys=%P!z@A$|(Mpyc9>LQ&BuwPK8?|7!TYUDWH0-bhqZC z04!UL`WQZuTSHGtZVls(KDsr}pC`8l)8440hQ*CriQH=A?R z9iLD|ELSCdmwZRA&DX6=XLoJ>L)Pss$iayCHiDL>MXUo&iGle`&=>HelkFE0b!W%s zr%=_wvH1}d*Bu+oRTobVC*ER^X)KxD;g{H4SZgMiL!oMq0J|o$J2^kJULI(5?Pu|A z6w3!cL>8D6-)5b=;xIWk3if_FH%~%(bLWPUgq)i%aRG@tH=$jpi!P{5RZ1h`)@d-_ zesi)FTD~CHfMt)xx8bC9{GMCs@bslEDdfRU$9cMnM{2=;jxRErE*niMQv6_V4=ut>b+Cllh_jmpstw+9Ry0#86znh;*D{^WZLoaZYU7so4~P$&M*_ z`)SAi2Wiah7$XDe@Tc=pi`%hqn8)KUZndkEm_`jJ>RgF2i^U@+I&>pDe$|%prTOZi z1*!0YKO(S&;P)Kn%v1LTqTYz$zflBV+8vmv`Zb7;hqZy3yJsTNo=dxn>2vJMU`5uf zLvs4i_wK+}k*^*WqS+E~_?09j*^Uz~1#)H$vk8vF(uLq?{8`B*X)~xq1n`@bee>O3WO{^O!<2(^%PD=Jf?AR~_63L-t)HyRnA=qd zMhPDK5t*Ms%a37j|2)D=ipJ|VBZ=#s$uXZ2CBs%+t2$Qmz1H;PSfkcD-D|;p5b)P-h%+aV0wGOsYnT?K09O9CW9kc(d8LhJ)9L4 zMnzaeYx{Inhp_unmBTDaua!O@`wVo>=3}45Cz_AZQ^I_VPoJJ3ln2-UIYZ=cn5QXA zrj+2e8#DIsn+k~uqRq>`>gLfvTk?YNvN-2&gQB4KS->dXMVqd zstz;1|E1#k%r8d_;c=JQhS<8Gc@$Lb5n$J;>S%swPwNA;j#Jf3@m`xNyYrB*R|e@MikWzO%N zzX7S6gBy^s3c-FWe}%`Nx%VrBZ_;QJx*c8_&{bah&M0>61_b^fk=GqE503K& z5ACn|0Ij1NbuEB?qqI2R#*&_53^q0Z2QlR(Kvs#bj z=AIR!2)P<>;p}Gjtk&%Sry(ixImE2RoeH_?pQozS+QDVWUxnZjE1QMcKzLL4(V!EG z7xBuPH&uhp^>SytEqCJO9j+euS#-%OxlVMM9Qsw~k}D-rzgO$Ky@}Fz8~iDVzuOJj z7wX>FG?8Jl)ZAUIYuCaGD>b*BDk@&ZsJJ69718TbR7{pZ;dKe70)Hdr zGOw$KPvmvcQ2Hrc@K@TgLC|7z}_@ahFD?YX$ghw$C?7|B#;@ftO=3vWjw}Ee48@4p+zDO#6 zwOEPkuDj;E)op)&d%d@YuwHZiuy-DuS{g65s=JG{7qH%wMZ7iVpAS1bv@ZiI^^8uE z!p!ekrn94Qg|$o;jV)L#jc`57%s<+L**(c+m#)3 z>$AUp7#;!cINvDAa6+}*-d`J)q0Ox#8#bvtlMCoXyHDa|^2r7(&#m01@vxxB4H`Xy zH)AtoDesgp9u?;#F?Oa;I$Zyh0@uqbFE_%~O@K@Ha+hfwO;G91qM^W`euno@(S*QB zz0fiFoD~!6THL3gDjYX{KZGJksvfvObO=v+Pv5ln^hszYDg(hkvoHtV(`Umy9gNa0 zI%9w6{XJ;!?`zTix<|JkY@7en!Cc_w%t zz-VyQ6fFI4)d2SUsV7uxTfulTc_b(1d3==Ye%d7$mZtqywFJ&c70*G!HFtO&ZrvLM zJv8J=Ti~%+4UE&k>+HAII^eRX)0cu>`qi9dxZqJw0u56LPQss%DN7!FBn8AA&V#BZ zvOkgos`-xpa8ao?-l>ULn8{AN1MXh64y$VrAVcK7eA5tmmLPiGUbt+qguCl31{6I< zJhjn=QyryNdw`7uF390XOhrb5UXEA%@jYI3B08veFa+Ea%u2G|hh@G}6T)&lGR1Uk z26z|Fzt+e7mNY1Til8g*Sr+}&C~AZ(zw9*!uDw+B4k~AI_axwJM(dg7fdY zD>Q$?rF+@xVA-E2b!u&IgSU2c?b@@3MmcnRBGy8f#u|;938bb!R)PYpDLi}y!E1N| zzv12BHyg3`H|%J3{2|_U({Fd0^+)G`YRDK;kHP;#RU@lvHJa4(Ap6i~go8wd!z4mwA6!tq!uUkKuJ z;tY^k7z}O=aZz_Mv5+tr{4d4R+Zj(^>B7^&Ezkj2KQ6S#0b5@V^}&U@E7UVH^r>9_ zJE#)nZztaFKVJ*7hIksHvDlq*iTs?x%c4y_R3lzi9*(jRPo2<5{+)H+)%Z3-2qVub zAD_pqsTY!SX$D*Ek!^j(wr>uxZTDbQu|i(hA9|h5zhLfl_?6QGSK#G?(ciQzVW(?|cWoJL>Ql!pT&++|?7BceuI zz!U$V1M^xZU^pux1Xfm5TiVyn$pC?SHv1h(!Ug|`_!okAy3me}RdIWVqxcU{*|s-= zlkFEV$!7zeJlV#gH)2s~P_cs-WawZo>)?*`q7<-t81|JWsHE! z(^u1r8s%vxW|Yq6*3Gt4H_I+v$f46^bAY*Xss6#QvXE(Zi8QMuk_0l6C!)NLj1fcV z55pHJcBIVCc9FS=GQ(-xIug6SD6@@Dpm1e|{by8W|Mt*h2QkbKMbspp23O-47lNm_ z@JHC)ItnUpgUT7r17m3y^MHbIdWH_Td3a2E(U5sa1|(>Mxd=M&f4GGHpmP5X19+aD zZi9q>$>y-h{lxuCM0hMi2OQyIhN9fpWy?UWuskV42OJi$INX>0`dDL@qybNg@3M}L z@x7cP?&TEaUe4gQBJ36nd)ta^vtZa88ykmpy&9}m!dk!B*jGEa$0sx-^h4rzDP&{} z{?RI7_Tb64%evj?%8QuJ4T>D)`3$y#5W~S1)uFzLy_`Z}*PEGL7*Kco+%*GLg4B zMt{hU(Qoo#l&s9e81fVbN`!)sB8+nq(0E#QwPZRYqG0aF_Bd^g!w&h$Pi8g^cgPtj zXshu;jc9POn6E8;^>;8VrsPy>rV{aIp)qM5clZv6AEx+(KFt0szdKV|Iea zk-Eoo*N}n{f*J%;$3Z5^c)z(JcIhN`3x4~Iwzd@@%d|^639Tp@p=3j z<~b-g>WGWvW9OQ{^U?m3^&h&eAAlN9C48()E94Mg#qgHvk9>61YV!tR@iL8HG!nx! zgvu<6jU>@UB&O^32-U6Fh-3B7VF)D*Bz}zyX3BpQ_+&( zbsZ|fC`NltAI1BeM$z6Lrccx&aoo<89T8CvD(6ND)fGe0}X7(_1o z4QXGJg2)e<1aG5JHbs&D3IJq5?!U$-3Ua5XSQI%;Ci@XZ?lLQ#Ft~p_NYWo<$zqD7 zX0rtMF<>lPQGYewX<|THvs3e z@tjnlhhDrs3EiXLw;Y zd=k5gitCfuBV*(-;FM4Z5Hozyu{%FMcI$h`?iiB<84ye^2RNEP>S$h-AI)vOqj^+Z zC2-dL%P{LkOmP+iUC)nKKzL;i+P}%(lPzeU_v99|f4jZE96|dGjAXNCl*aVpeDy*p z+h8SvJ}0Xe1&jGIEmtTY`?*~4HsmB8(9dwEx$~iX1ntWeFIs4!=BJZrf?ipGkV&N$ zydQ~M2;RqOESx&sJqRC3VUx|3^XUl?SKKeT!m!Cbs0VQW5%zX?05|3BW3Cv)Dxa|t z6T(eR!xa+Xn+;%ecGE9GhDkb{K*^_>8vvJ^LVz?x8rMB;YSv4hHJI(Tm#-X6mF9Hc-};_F-bS4!g)amx@Ixgjj_NVZx0Q`Y&C$o5aBdg-31CN zx05ar*eT*3sam7|cR0Qs;JqE&~+NfJ=ddC({_|!A*yS?3n;Wdneh1)Wq3N zAaLo#ejk=j>CI$uJ=AJ^unDPG2rhM@JcSE!;lYvL2$eHRCu0&9>BJ69()l+T+>&_~ zP~%}6^ZEm~q2`aekoYb`6_Hc)R7x~jJ;`ay2?Q>u*zdz~npaMrgVZYo&vK!BSWfYf z!!1xbqnt7(agkGGEheY-T0FAsKgr-)C!oTjGuPVQs&3H{mIn+L{l0B!o`9OIEp@aS!|1YXn>aL;07bD9=wDDuzc@r1Wxw) zQ$GA3oJGgWj?jn4!>QU{98F4PNSikZP4K`q{dno20s~=9)eEU5f_E`qd4~(HL=?rb zK*6^XyJS0Ls!zqcM=AOW+7iGKZ)K@0CeR7JQTTkC;qyQb_#6TFd^`!CkpF(D1}-?# z>V<;mn+%?>yTB8c#UlZjuMjYq_@BY;!vBcvM;W%7M?0+e8}LlwZR3E+2IPRLH;O>N zX9W7K3xOgGh+)Y8$54o$at;mHqcb7`Lz$(h!eRLpq;L<%pFGo+qXB`XP&uQ*Ww^Qw zGE&Gi$U9;>DUUwNpo@-(b|iQr{y~v-n344~7qUiJ19j7>L|KDw3bDpT{lXh~r!Q?O zDr{g>IM;;=VGV*LIEP4(NrNzIxiA-Yz?jQki(B&#k)&pVg;^DQtGYEuSkRiI7^Vd} zaCpSBu~_J~c1MYk#r6YusB%L_ua%ynZ!e4pi(c4=PZYgCPYWY@fnUTI&cHT`3)e!7 z2P5I$@yPkZ!^MTP>n|mb(}ey`D}&qP5uPXOc5j^Hcmy5Icuc~I2&K5G)FKN);f#7n zLFfZ07Gos*YbEN=K?JXcsy34o*|vNI71x6Z^e8?Zc>NptM+p&r@6C_GyYrx+%W8Nl zOJK}*UKLvf_aKaOvh#Y9Vdqt2GD9vk1!zBaU%!pS<-4y8f7)kz4j(T2?(35;#ne79 zcj<#=l_|LT+o;q(!A}vTLhxgbnJ@)bBZW40zO@aF#}DOr%zh;KqOA@tu81T*04uHJ zB7}F|{b@y#uX4hfN0Ofim69XL@oRXd0LpPrBgv!vCu>BuxnBs5Cw%Mzffwir;}sBXnZ#2jyA2qi?43d3o|A)Q;rzqF5tqv_&f25ym)%D zdhzM7iHxNHo6IY$*WxpbUMU6=H;6PMbbGf z#CaC8ZNCjDq)Bn6Y}@aN)QU)xIomdNW#fMCfl{{Z`(y`m5nE*(irGuM{b`AuY2IQ_ zyR8Tld^DUjL{aho93W7Z9Mw)H8Np+Me5+&{Bo zVm&qeW2g#_Th>I}2VAL3lr9^AEvA?EY~m|g~ku5?XPMIK@Q-$WlBO;d3` zvo!HVWwsM>e*<7NOdb_1{g^z0$lM=bPh#fCB$Q?Saxe zy#OFlgM1|$T(=odH(hvIZ1HiS z#VwyY)HjCPrgHhiIj-$_+Gn4CXPtLt#=opQt5RBX?X6x&ZA>$R+k0f&=P~(Kv9H6mWJe4(vC;mYP=A%x)a8^VJtgNWq+}Te(%@LjbjwIoNFC+ei;7cyF zqj(N(?{E}950%pvM)?^BHsHzgSX@KpF%+Q=-kPBU9zXHs^rEzs{C8CD&ppTWl5H^h zS!2W^p3ZU@`9)A4G`J?ev0T=it7Gpa6O#2h)(I3Yz1V+7>2=6h%>j0(AyEki5h954 za=|7nPe|3(P&uPKu>o+AC+y&W3>|QJ`dvd*{wv<;}tH6?G_?KCTlK^ zhA&d=NP}GMB6AUChSRp~Bo%#8X1)_BT$y428I{>XF%dK$=7%C`l23#EIL3uwuM2;K z%>xGDx1e%H^T1fz#XO)OY|YRCHxExvFB)>Uk^zb5xaRKP0KoJ5bQ>g2+^{)pazAnZ z5)po8h7LHwH)klyecd`0b%kY5h7LF^V);}=8T51~b*wQyPDsp;`)BH;c$2yr-VX)nBj|#-IDE~uoGuU zR_qo*Rhyp9fSvhNZ5+Yma)6`xqmJfD`Oz%oK{Ht^3aap}X(gD!_mI)%BPGzfUH#1H&WF=C%}$!B40#f86D5DH1loe>OGYei zXRh#i>{5U)sH&Igg_Rk@G(=&RY?qZyG*2)^n<`LJ~2$bT6s+h$lH>10geBAwX5e(FGrMC<<9 zrf>SS%TPt+6g`z+GGg{3r%QGK(8h2R7i%7^6?0|btR z${FR9F^P+uB5N@@wb$Z{rXAwKOctHF*7jC;umZQ}2+MVh%{7a@RU|*^SNbN?d_yHv z;s#H>kk&4E5*yCTT!u3u%eV)zkw(;z#Uy>!(ccV9V+^0`dcX&7eZDpcpOA~K5-JJ$ z%9KlrzAXmN^)B#)#RU@})d`qPEXv?^VNt~PsSI0N3bEqHK`uwYW~aDmyGp@a?VYIuT((oyd;b*lTil z#NwOS*s@llBsgL%6zsfQCe~}EC&BqDP=Otv{Te>e@mYF`ol&K|vVL6Qqc+{T&z`Ss zC%A&PC|7^^2}{e~-?VLQTx(0*D>UBd)Y~n6(@MN6)ut+?F-Yaps@~uad)l8x%m_Rz z(-_8g2A65wkx7K@j>uc7nrWi(^XH^#OG%DMP zZrVXyrgcFj^esd~0UQ^-nm#TAPqB@Qb(`%FsA_XA#fB2!L_CO!>zjy2#i?XKE2$LV zX8NQf_~`ryuIe4ZW!jJ%a5EIZA=9hr7_HBb(b>IYbd&}fsR{#HNu_Ye3=QZAZp)A0 zmfjIORHSb;prwBUWYh~Cg&;o)6M0b3O>THTE~Joe>ndFu9EdQ^$+qrLX47Tb+f^X< zb8q*BNM^pb%P2wHk3ZtJCcd{DnvgtRZtY@bE6CE@Y`|49kfgT+S8cS~{-nqDck!!! zpq6+F_@;*zB%=kd!~rY>ufU(IYcu2x{}7R6=Zas(E87$~k_l6#2-<+JCwWI_ymVjh z?a&|d_1=L`g0B}aSYt_9!YnS}6X(hSK6ctXRx34K$_FKQAClnFQw+R$NtZIh z1Ziunv%6a7OxS2{pSO%DUj`zDS+9~QW6HN8wIXvdbH)_xDr?4+FUStMH_X0wpEMe? zmo(*<5Xb)VF|oSK$3j)uOwO7*WsSWjTj~_vlUwSPv+VulNS(sK&<#XbZ41wY&kv3y z`sl1-DlX#Fqzr`kc(zlgECv`2sZ$h>_QOK~k-0y>o`ieC^p! zPJLm2;eYK)v(edIp*+3i5}be+2gcMHb`E2`(VWCrzyFNXTYSg};T zcoOi1NOdSUV!pT`3nz?t{o;bT;sBMnLu?=ldaG;A$WeV;k4$hMV*)MGA~lo8`<*)F zu@%@8%yW?eja+BTr1i!HdtqrNpY+I`;KK%W)fh_W%}?%-T!{3gv2G2l0x zc;Ob7*Mn;zJhAr`#t#|;UeRY0BIba7Z&xS9kDN%s#RBoSiiOH5vO4Ps!*X4wvJ(8@ zj|fE}_`M4Tv@pj<5<_=>1C>)2p~45wO$C;U?(nf9O3n1Fw$zMoHBf7l5K0!g>%Ky zUOzDq2KMQA$cN>MIksp?~vg2e(RlvBw3u|N2Wtk^{I4G5n{`n zh2(zXVvBy}8#8pk#r6#uit-rx7gJGJSnkTu0f$A*lSE`mPe-O>jakAb{=&YXIe(|7 zpKs-5`=aRWvTpa8^S8h)Y4;~~aQbzUdZy)b>mu%JQgldUP4iwVuCGQLPClb4(<3<& z3V|zP_#)LLxsdP6kKKEE$Ig7_IgVg*Il$5UQAhKO`O*Ab9yF76qZo6(Fs)=Wcm={Z zCp+wGGHN-~{<;FVAFJ22at#aEzeOVR{dGnMT7!KqA2#~}_G9G+d*a#Y*dpu9i&uU6 z0Q$#0!(5F>CJUDCB$s0e{Onxew;h!x}++Uj6WC>bl2|I(sF!t{H>TyjHu^ z_FJR0-Z|KpBgzl$)6^$1F)BOH(drOq5<*9Yn_o$lTq#D zG-plion#Y|&YPV;;L?fxJ}jMiPifwb)GGupa-n=!I&tKm50z8a3WansCUKEY>|m5S z(6>?kY)@1Fy~|KVu*zdz~npaLgi_|LwpLU^qSWaOj{S3+FWT0Z*mj{DaGIMr0X} zNB)K(89&ULKI`c3Y3dUgKF8rt*2RVhKDaq>6x2_1u``{f9%AsUae*f+E_j;yWCA9W z)5+j=VNt|(1;bWzI_K&%^`(qJ7rPKBGGNGn7cdm!3>cadJsM8CpDs^hdV}$M@z@DX zSUAm6RJx48PKLu(E;xh-8BbGhCj>GLGQ-tnkdZ=cknOd&PCPt2EKKn2t?D`vVL_dU z;%PgFfb$~`k63&YdtTP==!A_}9R)it*N*jC=_hPn1XN%rZ0^D*I$=Xku_G+BjnNyMJ@8Sd*!v~c&O2rQ1XXR$lGruj(f|KQ z#dUxW++u*2zXWjMNr(2|^F#ajJkaWrX*sK)m?wA_!Z;^eLMdm(MkB0bIM$%R?&rqP z?~&AeV~A0Mb}C-O2hYASbe`N8NkKKGfpPl0{;06Zw&vhb)CJd)+L6Wu`?NZIFci>b>6VIkM z##(-JuV02E>XT!Q8e-zD|(@Eu($UhK(Ic&z2H>Fk|9edq(QHrOkrZ~G&wUfB zI?U(3O2zg0oGDooS{r>rnp6r5u<4V|e!tC+;Q#fGU?go*95+J&Kr8ZA$LQ#5YyxEs zR$T#AdmS=EvZgp%rj$|$l`5gLEOx5+EpbOTnyoKJ!_;0a0&(%CP4MY;?9 zF;DPLd?HVfo)SDk4r|QkjG~3`ea?^u#0cNw@mi_XGC8U*m*Cwa!K0@bc=M9;iHCM? zuXH9RYLFd3rhOU|hnP2PY1DnOMt-%J7IxQNbKdH)J`|CYf#9MRz`7m_{b36!|j#EqW9r<=|1M-A@yKLE>-V>>%dxRBpwkPb$HWA`_ zu5uNyzd;Uf|>H`WxqZS%j~coFH*2H zOYoPgwz2$E}VOM0>?aGTC z#;=F4dx9`wd@JFkr-Q@tDDYfX!+)p1e{0~spcneLMxVY z!+aJKH<0qwt5}39HJhbr;eII#t8Po?#8fXNamcNDx|K5aC9`Q+xBK+@@O>mPOhF~)QVhgOyB>~{vAA1y-}T#Gm;u6f5~dWUkFug^Pz}A>t-y@4VoIJ;0}aw zPUhi{N^E1+27cGo}vwDm)s4byEraN;_%uleIqwUitRDb|KV;a%3jU0^VYaNiqyO@s3B*WtBJM0~n%y6`gLmXOIocE)KoC@;}ha`J& z0+JlUZCxl&fyrFD&}BRtD%%V?C|q%ZOHqKICe~K~Hhvpoogb6F*lH6D@$-_8JVI z$sX`o3iwo$@CoUoOy@&xX7K!_3p`;7#ax9q5-@fF;!?rjc99Cic7kC$FXuyE$q4ic z7Xld=@TCle`8gl*_Y8;oTyO{vG9Dv)BO#D!kQuHngN!1|2H9SVtG@BTMcH+cb3ET=fhtzAO@5KE80AxFH{|}#NCyt(CTV1r`(vPztV(DgX z!k!JwH5iqA+1lbxx~i%;-l&(0JJTbw#uF#cruGIWOHH_urBo|wLCX-!OyQTs#zb+f zT5lE0!`@ba1mdOvjQEn#F{ZXf>43km`KtD%q~8HYu-(16h);JKD1A@p z%sj;Aa}sU+={R#kR8)^ivXz82sie>P;2duq9P8@T(NNXq%tltHR#0($qwI(%D;m%= zmjMLhA9U1C&yU(;dPi+Q$&>-9=vP1|{7OgU()@^Alm`)Afrr(A95CIX%1rMC;6%M&Qr3Bk@1LNmO;HGoD^4U+@i}y&{yjfx zpU;DuuKX;%hvMeoT?pfx_#W%r^@b^sSi#;;2juriZ|;CFl8^)P8a{$n2jncX0|Hkq z?FT1he8MxSFlqa9)|RR*IIKu!cPaijncY{@&=a1A@X9u65@uJ>1kA2v9-Z^j&8`Ri zF|+$9d?K?;Pf2E%!P-Z&d)xe(UDuV1O?JW2n;TS9C$=;}7qYWOlDKs}npjhBfouZI zsf^zw+mS^*$I5edi+ZN4+g)H|q1)1eg`g($8J>#9BVeLmt#j8aB#E3&<7TL86Xu9% zyp)RTrf~%#9^xLuOx#!mP>Q|R*=BcsyvFn3rE4dPT~s_7T!JvpiCr9a5pR=4R8aTR zBHoFV<`$6=gDk}veC(_i@g>qC#wX->4s`^ASfdkjR8f!^00nVsNjUlr zxhin-EoRi-&S8(w;^B3*3CS+PDJO(#Td?p+ISKATIv0YMadL|tTkF0HZPl#B8f-HC zS8}ZE)o?N`#uco(WPM$3(yjVip+9ET--b_Q)#)k8sxw$0T2`HH1*A`-H)Iog)*M-N z(#1(T4Z5`!K(HCI@tb5dvg9A3z2Hj-<3h4|oRWrRXa#jYZQkPRl+9zr zAe;9=K6X}{w>xU{_yTm2z2o`t=(vGgKjxWShM5h+b>&1GHfQ}wJ`Ros@_?y05`Ua# znjav>B3drzm2C_yW}1TTV3Qv=DVa!XnthrQYQ$%uNu|JynLgt6^>`XN%KfzZfM^?e&JHo{$GIGW86d%ZwQPMpG{L&R6%6%Y(l`Diwm)aAKJ~ z{xBmVr6I{>a1PdBGs{=<$~IvZR$Pn+K*=lb-S<-4IjX2suwPh`dEDand6SRYze zTue#&WW`x?{juT#w9tH0DhK{eG9X#;&vFJbbD!OcKOpNa1S>93$5Htcvf|&DM0B>| z-+`(&!H-z+Z&LBOwc>xwkKJ$cV5jS|u<{hd;InPTyTLaQ#)V|XIVT&exPrQ$R{WHb zvf_*wWX1oLkDb+u?}%D)G22eF;FLRo1#IaH(IFc>JB>>P7(5mb$0b+%ahgYeoLGja zG|DU61W{OEK~b>4lIe7gO}D_8L4V8wZ^9?C!1R=4ff=lQw7_$4FLpv)B$~3Ynzv;c zSf4tDW-SfI<}vY^@^ajr4R_AWYxK2bEV8WES-Hw?S+A9K=i<)WjMUbRs$l|0^II(r zJgJbjkeg5_%Or81q?5DpY(Z6<%nEzKW0o2ji*xg$1~8~2jB{dM67!i+{`e688Z3(f zxSy8gUZfhIA2K?S&U`A81Qf2-vTO@kmSm$MZy6R*z*+3dY&0!}KX?;jR|x)&BWd=m z!>);#*X_g_Y+m`pELj?FHd=5APOUZ&y^lk#`Pw@A_RX*FLr0RK zgL9FY3&G>9JRRma;RSq_IE<)wHm_{sY^+A66ZSFUgPK-Mu3i_fz8NnagBwa{fL)YH#WtwS=`6{Y-vB zAwbUXMIX3-$&cNK^I)f2xUe}DjLcm)rI3QX2;-c%aF5Ml8%!>n0=}Ov+k;4O?y@nO zkke7(Luhr`ez3g?SGJYluy@_x=aozCk~cOzOfhr@2M!df-<<5UOKr%qPu`q3v^}8Q zHg%0!$Q-u3L39dBJeFLAmk*74JMe}>o*iUB#g|jW0CNGcH<7WK9Vy2EKiLS~xY%hy zY`V`caD%=EH29_Km>pqsB>$8VmI5987C8ZqcXNg?Ps_qGCtTR;um)Sm`d`US=?htc z^T36bGO7!Bx(j>6xNu>Q#3yoL=_$#DWw7?og=G?I+nKl|Q7bUd4Y;;=`KG9ksJ1DX z`w?FWIy_umxO@6bIkx2BtpN%p?|a!Dyw$R9_m+9_*>z-5o$D^$LRqglUlPjMS6dHN z9elO3skrW|ncWoK+?&f}aAmH_kJ`38sOh>Otau{EUNL8I7Q#3u#{QH{Vr??-3fz90 z_nVN!+`Ka?ka_p`pvBF5_%4L&wYw0&ba&u1ShWuJ5$;{Yi;2hl_C6nSw8;GzSdP&` z^agNECdX|F^U$-@ioxwjoI-FLr%`5$w=i@djqkJ7_^P{rD?1wCUbXSg3iN=a?v#iB z@Gu`s-h=HUS;{EL= zxY#t`x%sbyX=IIExLE|R_E?1n~KQcAPgJ4%XskdkT)WqDQndL8(T?@?#Wqd35Lj4 zSW)Nm2r=BbCIL4&3t@{VTy4&~nDzBjJy0jvv=cg^81_ngRDQ9@SOvgLfMf6yNlp&f>K_N$F3&HVuky`=C z9SxPUNN@^rN2p+y^&XrbV3Q%0i!K;ec*V;ql&DxC7|n~)5rEQZ{XywOM2U1Yi%TQC z=tT^I|yyzYS=su@E=$Bm=JQZL?Vg&8`bAAxv+GM+iVFYDsPF?9D$p54PJ$DG1ph@O zurB|L`(hZil9dNcLBxGAAsT-+LkIkFfCtix(hTxnBM66PkGF_uC7eKuzQ^z$H zzf7E-F5kVu*&iq)^1Y!an1qD)*oxxrf=^cR5%`mJx)zb~0xYMG&XUeBZif$pslg?F9dU30-ZEX%6^=_(GOlmYZ5&*+Gtlxy9WN5^qRz zi2EKbHmOTB!1DAeItp%`r*s{WzsKjsQpjEpEhzqb6*3-78}TQn+<8#{Wi;$|xqCz+ zfdodD5(?tCGKk;e0&!Sk5ZpHrxS1q|Vdf$+*uh_A=zvSiUFk)Q5|a#4;_5%nZH%+^ z&{{uVSPs2Wr2iVyybyc^f3h-5nDmd<`?t);pR#o=ghY#FII%vpwYYY;Rnarg!0E5* z-chvMT1py`V216Qf)c>VJmWL9NHLqe9M_$t*41$Q4;zl3+9?Dl5T(!`q6`~! z&9GO6`98P+(Fs759%m|gxV585K}{5bv-6T-2uQK6KcqN!6ND8so9hYnsP_XZmPd{t zVQ^Ig`k=WmM<`M7Q`O(^eFm)$3h`7y* z301)${4X`uQ*5m3E@K^899j#s4`{dz?yO-b1_SLz-REf}K!n98AZ~d^ATRYz)|hn^D7>zE?sqj8aV9R7{h0H@FtDfkpV z;t>ENY>UThaHHsqA8sUAbO^xm7zx_21dX0zpuKY)3P%*Q?f~DpYcyLkrON7EGuTJu z?HYJHv}*=qD=~)i-V+4am0<`;UKIwqduFBDYB!qGBjP^OaeqX1F#@sqBXz&iEY(IZ zNdh=MBeYPVdN$M-0pJke4E5nKAJ(U+ecbQh^>r94hcmhofX8b94wq`XVLPK;nQRd_ zpa@1vaF5J%tJ)fAOpMfFBXp!ZT`x^m$HOEE)st!XMLl%ou$~vH7XfHd2%v*(qTM~D z)#x zYP}4HIj$B?wO%mW}ZGXSXr^9yL7i-2X7fh3hFNf8p0UCjxPLh80)48ZSR3U z2l$_zW)1#Y)^3a!$4cXS@GEq;826T^XSzpCG#c%CqwR-2Zaxr_#6T!MSgPWF7`Vw9 zc(c3(!6H*I>zbT|sx4@;z~1;ZpWYPr!O#?m-vMOkkyk(gpcjWX{i#N?U99=mGs|wGL)IS#eX0y>OR$%G9<~M=P2lrdDRUDMmvRbLWyHncj z1I5em_d$Mrrh7CTkZ3f^MJb_>OA6?42rNfU0GdFNY8h^__a~}w!RsO2<)u!$QB<$G z2UUTomX+axtF0xO+Gt19vyqDWn@3UB-(QC#p3-4m8?v z_ynE6AzBRkh7rcr$}r@IHB0;CpTMF=qErFr)OQ0T)?lBsJ#+aHYr4y){HY=k#c#sE zFiylbxNuZN;plpmc6+L|{`AxL?b|mxHQlZ>>Z6V3?$gWu-qWFE>-3rKu~>ruff~iO z4ydSqhffkcQE=vHKR`4^I$56Xn<20{@tQDg-Uz-yj7V9S zTjhMJ{Yx)N&l80|;CM&n41sQm8_e3fs1V;JI_$QTZP8PC=&!nX7$!b%bi{>?JM^}6 zC7vEvGq|{kY!{N2PuJC_5olzoA$<5ML?o z_8YBug+gsP)`HHSH&Lt{yxQQltmxnkdBq2xyTMd&(UC(ys zrpDGoCj)(xAXg1QrRtq6WmDT}S#)Zz@=(8JA3RWK63<}U*6Kgk%mGrH-P=J9?}WKh z7A~N-y|=RGQ-C@@Ek7^M5S}x?K)_?POMxP0Mh-}AULu%l?V4zJv6kWH@%kf}S0|VD zFcrTQ08xR%S@@lIavqogn^XZ3_V_--<^?|6MQTJ_u;)~PvLX3-L0PPpR_0?BjJ+S8W=bv!m3G|=t>Hb2c+Bi~h%jHJ1?DwZD>U*~(JcD30E zx>wdz)>hUXSjtz{ch|J5?YgJ^)E&E_KG$qj+m(6WnQgY5cExkthFf3stG?5mb!b$l zyx4H(t0jMl#=$VB?DLKge3rdmw#3)7cEJVo?WM|@-Sx#_xs{W?4DAuHoT=f zJ2P%K=eFCe>P)8%><~6iu9kgT`MOfw^?iKAzt;dh{;yNZodxyBj9WU`@@A<`r@OB0 z&e2axmD4NdRZgp%UpcvQL3iIorB$8q+s&3c=S_5cuQjo7xLL3JZFi#OEj0a!YPo%+ zUTk@F&-J~Doj310Ql9|S@`r_1v*h`HQDUvo^0BlFZ$GIsQ`x{Ns7P>z{Lpo70GSSX z&dvtVKJOCAoV^?hCx64vy`vo2n=&*Mc*UY7`J(QuTu7*^Tm*boE(Xai#eXlye@F1& zQQ)HTbcTa*-n=pfaMu9b6S`}vjk0${V-U_eu_JZYfsm~#!#$099e@y{av(6~Dd6i; z&yaci@+A7D=vP6OcBf_V<^t3@sI!4`xGiWwtU${8Lpp ztyCn;>lw^pfS(e-R?N>#Us!`y$#lP z*H#-$&nYs9zMHzI-ph62fh7(sCVssi66x;7Lsjo^2^xAF!yH_4!!rIl^!k+~MbKRb z$l8kw#M^SLCDTcrNHLOILfc-MSe^ny*rvRwdQumZfd%n)PJfsN3 z^^X^?y4G^Qm%6E91<08?S*onxW#W*VGUq}xp~mEf+MtoQ*Ge?%GE>Fa>uPZ0(G8WkODf` zAWAs?S2p1wEPNW4bQS18My1CEl|CbF@%}5}jb%YRv&(VlC;bfXDcA7YhnuZ~1!rH= zS@2q9-5uC-$K#YGJ703^b>U@sMbSP#>fjf0zYbTL^j&$(WkbA5Ni4D_DY zF4n7XZ^H(Q_7>~umtwW;&1*k*AHAb`U)5`kInRPX6vmw0t>(cd?Bc=Zn6nFiU*Y^b zEX|@j=G;(lo?CG8)00!vqXp-VCWOS9hszDeknpUtpsoo^&H078cf=`UcD_w0JM^u? zeZqopu${f7>XR zAUFz>TMGEXQ5&d>C(fGk@RHuVf(ayipM2%K+DTB+ItvrSkyFCBUuU?y9aT4Vvv&xj zsdicjn)t02^K?3`>Qe1V=mS$(%TZsxpw3LZdm^kVll~2m#GfQNLe%(2X!P$KMbwGh z{U1vU*Ztl-)tQ!C=Q0Y<0neh0N=jV_53mC4#@PK2yems-p0gx zceB;z)|Z5P3c|fp3FP<;LSAL3?6rANF~=f;Y}4wtoZDJ%W6mRQwBx(=YI~7fz> z1Rj=pYHO6#Pfbm3o}lJveM{k*&4tOWQ&UsZxv=2>_0Pnz*{Vt0|6nyQR}=9)Aqg`@ ze6&}@WB7ry!=|o94<+V59|9s?`jnOb1(H)`hFI9u-_2G>bK{F@E2+G zy4|7OLC(Q{=pW8uoH(!`2DUD=vt_~a`=Dw9jgdpQHq?WUzU69(_mwer+7PoJbEQs; z&Jv1;;H7wI+U{UCz~*6*Y_TbKL^FpsgPJmT2puJG1qs%NL2$9tIwR zHAm5L{5%6+icQgOVV%`k)&d>r=jv>=Yj~R~X zbn$r_VEqP%_5JuCNlKirK|RVD`5$Vwf3liQFb&O;g=x-=#tPUY;ui(eNheugAYg>^ zu>7C0!%V20SNx^sD_G4Z7>ee}!ceyj6R%*yp^c~3f4$B61Lh@UKZ7AV6Z3Mq zWM*C(J&JkvXYpJ5@mZqy_N?B?Bojsbq%eBG2BSI$UxZ~pmm$^U;3qL#M#nMCGm}t+ zKPw0hT0tOqnr6;-oO3yw_)E?ATUPT4_Mv&Qu+PR`On@&! zUllALv4JHZ_$65QhuFe15uD>FGrq~Z#GZ{d~q2N@-GY_nfQX^ zE;C;cx}*5wLUSV$F(XK zhy=vzdVnMx`>c2w5=F9p*^+%CqH%?#{Smv;yBEsWcC{MI3X=E(P9$fY*)@ zWQB~#?8f_op-&HuAbF|hyJDtlW@eIkcSvljc|ou4@2&83#xPcc^v1JTsvxCS&Ew3X z#lk5nS)qGT3icUpRc2~1jvk{?dwLe9Iib6e%?X2445uiDnj))D&aZ{KUml=6Djv{1 zvC)&)S9>XSIj{Br{wFCcB8Xdi5pRAUYhHUX{wH9rQ-}%Ks%tNc{tgSn8!7gBgvN{2 zp0(HF=Wr^b1o_SQZ9tGu4@nHCnF;>-ppBFk?TcE-hx=d1``JQ}P|}3CVo6|;_ivfUYb8fUCyhCdBxQL2GifW2gc+7C@n6w2iCb0rY~@{g)@@DDo6l-rmV(sU z%KL~?$f2$MbJ{X^8g1pH)Bzc^nk7g}qOE*9L-uUt(aQamPu9*n1=z$4$e0y0rF6{N z43U@T&3?+HXI_g>-;^aklM)@-`7;h=9FbS446ICC><(otC1RIhUGeHLoRdwNva8U% zGE!YER*EAGb#kyTD`hC@m1m-MW?%>D=qymvI5Er7iJ45EmHKRX23NG(Y)iY^H1%K! znKgxuhyyG0JmHZ$p**+eZe{C7I)z)Uv%Ctw)T%D9yFV1J0s>rl9ScXI<=~hT|L}71 zrWC&`B-^vQS{^RZgpz>a|5Tb~8YLIx$pr_K{Blf?{aX+RgXW%U4TD)yLj0vr_e>kq ziCwnD9#TtdH=}>rHtJ0)6=4!9D;GdTsOQ=cinf-LO6x$SyBU=-?JhY%<1IXNzc_J` z6A&BRkYNI`!IbhAKu9@`N)erU%Mo^5AEZL74+YXzY=5_+KI5=X2Qw-S0f5~Lu=089+{UE1Pb_-86l{2)rVPex{83?KXjvk zGzLud7_;casy$X+hI@oX=lASztB0Ih?l~ZhQwjh}2}1G@?(DSSJ|GtpNz=Hvmt#MS zJBPg1Ow*^tD2iG;_cocc;noj0Dq%`vqPXMEX6ZRuvPG%~|tTd#Z@tibrL#s$Mf1$%R(rmKe6gp58YE~Yl zyOy_`<(+VO1=p;QjU@;V*N)8zhc_4@=phd$F=vy_@Xg=Rp3i4>Op1SKRSNbN0r_lrWAwKr{v#ZNKD*q(LJx)UvXqB+&giYUB&i*3SN7maflP|t$^l3*&B<#lLx^$* zO-JZIwPKq1{dw&LFw(Ub(m5-lw74iBCn3({;vL_aHuoa)lI#EEru=YMPC!=UJ!}CT8xL*_z7cdR{3zJr)qB%h{$r5KtqetWG@}w>SKoXf5TPsX|en3qB?>J0r zR{!p0#1`C!035P(sdH?;x`zEGU+6aOdCBw6MQ^VP6OY5Kwz++gf%*}vd4zh5}sk$dEESjPA?pjehu6Ds%R5)GNoT>2&b8GpL zG?h3-*+=%Rb}4JpK!pz~JNY2ZdppaepxenuHG}h+ai>$k;Zx{{U4}D5iJZL&oSQ-s zec?SyB@*|u5{PSnq-+T$dOGKppjY=pt0kS&L^03mtSurzNJf>q=f%(! zInZW?p!pm0n);v+e^-FQsMO5FM916FH7RvW9!QDY%-dLV6MVIOH9=S3Beu13{exT@ z9OQL6Z<|mXKLPOIZ-wp`_YeCE`hnflWO|~Oq>e~NRH9V7m0%oRGU6i`E_{R;lZ^P5 zlqDX$WW)(eRT-6&_;A{4!a0eG25H92CMWUt2@H{w$Vtl*-KOxF8`erfPU5y(G8F4% z2Z7<@i&FOwFoF`B&j?_py-aj|$X{B;_JC36PZV|3VZdWqiP3BXb&15Os@#Yba?e3M zag;o7jQ3V4nr)(t8B+9G&CVQ^E&*Ld)o$d=ROhQcOUpx%!%Ef9;V8IF^RPM~Eu3@v zZEwMM^0c$#)z?^J02S-e&-F)x)TJlLY7~?Hxh<2{{)~F?L`#j}s8!=NP#>QXsLIi` zYVum$yYJiz&k{+Mbz~$U?EqC$L`|0<6*7qBjX2H24OX&c%$Zrtp^zo!K!x`DqJ!%E z*w~}a6{_wcBn@)1L^B`k;I^HLi!$zd9TsF%lvynus$kh^Q;}YsU-HP;8s!ymDC5&8 zO_R&(ohg3=pc}ItM#)10$fH_0-l1x<i%tZIwJtLswu5x>Yw_R zDN5}8dvs26P{}INQR8=mNrXh2g(cs%yVZfBBSuCADR8>Zzwp%|N;2n(H3IKDGpLa4 zc@4*NOO+gFZmEg+7}Spvr+UO=%ov`FN3O{dpQMn8(o4ZW+|(+`SS0{&>aKi16(_D= zmvx6qY(*)?Lc3E|?HY6*0w?~_O>Vu^sgru9fNF>Kk{VwUPa)4NeN zhS1nF#96GUS0r~LqEG34%%W2so6PxBwxQ$+xLhg?4%@(-1|}dql?y+%y4NFJ+||Ae z#pDy!x4{J|C0Km~#Kbh8*(LLa3c{ zfP$MDMIufuv{?GHZ)F#DhPYBG7RxZQ;?(Ebphj26X9F*Hr*o=2N#iJtXHQ}{agwGX z{sxYCy`JCxe*;_ErdNYBc&^FJu*OjwJ1HA?j0+P;IYo7NKW3;@S|yq zPJRg~^<6tze}|q}VAh0^xbxIPb(JAVmcdLW#7s#=_BFqQKtBb&{Nk04cqv8ZQ;Ulh z0FDxn#~rqj?99U)%;VZEd@0{^TcrxJz86p}lVDKROH3gPP4W{*&mZA6C-GTWErAW( z-VoCmDd6<35t&Kpk*V>8Lnfx-Z_)IQuF|5XEj$cettz|iI3!H8CKj@-af%VYkPoPE*pE3k%mD`^fk2^Fh(%!Y>o zXiz$+_uMiuXwXu0##3;3{fG_cUmJaOfs(%p5>6q0#tjB(Mgsj2q_^Jc*8Sj`g?*YV zS2w|E`kjr#;CruFI=BF_=)D5sH5iFY6%Q?N2*mzI9k6fWJq`$dq;($5G7o5#<1I3?zI5$T z*ez>ooNkG6D}&7{uDj z4q{;kv#xzv)^Xv6^=(xV+Y9WZl|>!Ynx^QAZrqH#{KVU5Z?&3GWGmAwB6gB``)n-w_F1%nl<@(( zPHOA_yEd!QxBgTK{oM?ANq4w@rT=a9K&IQ!%lcND<4cA2S15p+x+@Pb#Wauh%QRFq z{f`*aBqtrvLDC;^=2Caoo;OhZBh}vubH-7bZd3Ochq@{{tYilcDx#xh?|-ddy3vKr zuk=f|1AV)(S)AA~*^b6+o4Un8*Azi0wPT$c)rj^l{SuApW`D0=qRkJoGqBzlgo$`8 zX5Z9Z9KxD$KS#zPLEFbe*a|UGE}e;3=vd>TOZ(*_x*&W}pIo&6V%!BDU^{I%ZI+wq z{yVtK`7eg9w zxb2~mo`(^mb zV4-=-z`T~?Hg}XJ79L;s;PB^z|I~Y0kB|B`{LTGRbt|a)Mk}hu=fm|@SQ2S*6i4O3 z_xR3~Oeb!O^D~a*re@w9os2xlVn=2HhUKiV^q39GLum@v0N#%?tecf-Lba4cVVuxc zCCgv50zsVZ(7Z`!JDTvs)KC&&#r&$k`zssp^uwBMK+j(?^d!dJCBJY?+VBhEKZ;*2 z64#|fMoXq_mf)tZKuhqqLc~eyErMhrR-ufRpD12L;r{HbCjjKnS=Hol^pZk{LLzY?y&2;LMQROO%;-S$d3G!oo9=l1DWa z8Nosc#Qb)ysmxv`Yuof!j^|jH;d!cP;~#P%dHE!z#UVpAAxUy+b^Am|-N75#q?Rk#(A2 zCc^|m?-VmM6%G^^6xnY9mM z{k2Q*udb}LQ@f15e}ukM;%0Pt9dmHK3I^TPLlvOPE?#`5QelNJ%=U4>JQ@JAhCMd3 z#9?_n5|(jUxEzLL6m3V)cJu(lIhyV9Iyi%q{?82wVumuwumpXD@%4hU?e@aZUbQJo!*)y7&z~^JqG)>Qe1h=tE}|IY0)^B#6`YyHp59NYZKOazE=5KNoo_lu3SH z0G;S zyhKJrWTd0_s8JI%Wi?Vm!ymh$4W&MVmr7AuL%4>lUWIv^*>oBM|8BeEwpuRki7zhj zH~FLo$ad4%5WqgN+xE>4Dji4<%=053SyXu)UYjne`*_%x2c*SCWV!|~-McdRce%*h z)f==WNiH$IDUSGRW{w~pc#t$-pwZ3;ZNJ25n=K@7J~-LE%s_TCSvbJFMaQB?yX2 zjygU3UGY@zw5)E8JT#)inzcc%?ynyE!?ZBwqTU3d7%F?O8Ya}nPXIjlTfzS9{$bxW1lV==I0U=?6TvS3R zC?FaJ08=suL6SX=k^ZX!PcrkIMc3Df*|y^xk+YJKJAz_>zLKV&PK^{#_d~u??l5(R$G6JB&t&idaUQ zI631z4lSmsF~JuyOdvLKQrNKX<^#}apVFN5hEy!YXp8XH5 zq~s@&DuZTYPGgieo6gp3bEalom5Z6{%{kO8t{0CqTX}y9o6G6Zg6q>^OdgQ%>4om+ zgXw-;VPa?yoK9_O*dLns_mI+z!eP#2gmmPa%SV>YtjkBqUkHYh-V0bOI>#A7DOR77Fh{mK_udQG>HiLlIrn1Z=`rW(0|)qstgWb+jHYZ@ z?H3GC6oHs#3%`%-J%a7{$o*^{4xx{E?*&n&4sdet4LE(IX))JknidV%KY1e>Hi-A_ za6%4bo?}+V$#yt;^YDf?HWUz`f|i)_AF<_-dB?|D^EhiR`gnwHC9x*g#?Yrvfiezn z4Qor#tgfEWE_bT0pf`?{5|*2U2*=AjK;7>{J=;DhLH-!M0-@Kzq9=WD+6<)zSB&Ja z#~qUqxUefm=_A~QL0}IBjaY9K>uRi#y<|&mpPY;RILG^v$@r@-wdMx+e?q~ z0n;4KsQ4rtYT(qvyAX}J3VVEv4Pugnbz`sn5mZ5Yyv;#RNilQhM`j$XVSFf^NAZ{P zPR4D#laNQf8L}~o{*fMax{y2-DGP!9O|0jhDjNNZMIaJ`i-UZ~L~<7ib07*qiN1_t zzzEh)4dYt|An27K=nb5pMutV=;pSee3B_R+%_2PANbbpNUiJ|LBOo7m6O*St3!iHF znL-N9u>(NKY1szL`Yz%!(9~r#4cAuIo+^E4FjJ7g`F-)dM*Ig?3S^QQjv_$cdf>kq zmNNJo|2Uu*7+LI>Ir3nR4r7kQ{Wi;dZKbs9&H5AjSek@$VDe5~Br0(Ql-yLD%!&y} zZC%HpGq08}XMvI5v_W~uZjJ%oM>xEOnhli_5g9C@uSzAn*9ruocxm1w#jA;4ObHPI zR?M#oyieGGr)#Wnpy!VmdJ>sZ27x#xZTN-oAH^>d(Y|D?9~ot%gVRHSrr>Xdm~Yx3 zCd4`gfc|xc8#CQxgY*{R{7Ow_d{fi^gVpqcZD`JnZ1dD)eBqQbp@jnTr#4{f>_fHR ze#B6eiG4UWZP*7D{rcoO&| zYc^|$w`n`^RP={KXsSg6e97G#&991ao^Az#;BT5YBY(et6_QgTZB@dqNc#*M(&{>a z%HwTgtd&V8a4xjb3B|t?L}+MPj={VwaH<4IvZwl>XkNFWc}SyN z4NO!R*|S}PF!6OTdMye~eV{0M$Y}Ij6x}$OUt%q_okHeI2Snxramdu%#@mOD7I+Lp z9aEv>^)~3x^$9W7uQFU@(kC2kHZn{T+@E0rp-=A1&{S-%xIEaxLi&U!_ayi1IX6wq zIHEI8)cL8M92^;|Y%p`GxN1M2!`h=t4}FQghf5FfOUoBZ)cp^1wMf+cH`d$)UnS(4psViyJDjMy>GUM7NX#uh z3ta~USza0J#kc+oz?Oe1To?KW{K~-rH#SEmx{aRzdhoY`{nq|rzp)?KP1PE8_9?P- zm9*FXm3Vo0S-P`;JA4#ddBiw}CFAfq7>82I5|=wm_wr2oJ1STA7td3<5lb@i%3fxH_~k3NB>jjL0*zvW->_wa+S{lH&!1HYk2s+=H-HT@f7UOx zstIYcEL*_C+wMr=KoKV+0X9cJ@&s5q6&5F$l%gR^{P}(5!+yvH6LNDbkZ~#$>-*3@ z^88iX&&|nv*kxY7WVfR>pJJ%TZP3W}fdYr?fWuER9A?@Fa&*VrUT7_O2VW!7?`4=k z?7Jj$Bb3Pp=p$eCJN+VqYC=f>z*I)Q>gSH~r;hfU&Sz}Pf_&2*!CuTJ)08KoQu^->`hRK-DH*EjXMVu9W3rE~ViUe2 zNX!iqUXSzka^_+m=WWHliT@fdZ*$`ajsCAN2jOj6YR0TI12SV)b0=gfg5k!m?{1i>H%kYL&+jzb-qP!q zf=e44VFZbU<18s(If2`e^V`B#^#!#;ksOMpqnsgdK;=TkkH~ss=PXF9rC(GRsZp8p zN$#eZ6Ui@OiLOB}cFVyLRfI>`uaS9>soB6X4_HhfPr_9Sq?QM4r2WcCg_y&F%`}^J zGxNCJoTD14NY(VI1S`t6E_8T`ua;iCuhsGT%^nsn$`Ea0lNTbAh6yWd!B!{2L>rM7 zDngEDf%5_;xd~aZgEL5<%n`>J12csULySB9Fhh`N$Qgm}CKBqBzS6j!0}im0!M+e2 zgI*4+x>mO0K-<(^NgyeeeM!G6o8C9S5S^2P)f7Vd5!#){+G)wM73nd9X=D;gb_Ho6 z31PlCdK15X?Fmpr_>ai+S@xMlYO9{qy1ifGQpWRD{Sx;Ed)*VMd6YD-$d^_3^ov}2 z$N5ex|PdNYPa)PuzH-1JFmXVNNUsN;6(bvEl25!o{@Xmyt}HF%Mrvdw`LD<8!g zI(!Xg4je@fdNMy^Q-fb&1%k+dqj?23(_(@#$-hEd#QduC_M2?L)8lQF>HT_!o=ovJ zj>&ii?2We({#$GUGZcIU_t=D^80#bohwdRLPwCJF2bBUjz2}x6vcX0uh)a)1zmLOf z@Jm8X)K6MXCwPPA$jBQB*}Vb<2`v&Rc8(lSl57 zrrmT4P|(C8{kL~_U@%i~bSzLA{H+l8FE)q^u@j{>e~&NCV5ie`KZm;|o4V#l1;B}C z+UP&QU^Ht+2D`dXgi5&k?yr`3mdz4%<|G84j?O8Lr@Y(1X<@^hGy!MMZ>^9 zdK(T2Ng-t`U(1*zB5hR*rETdOPe?-Pud`a$`f__7Q#^;iXlM42 z1|#}MMfOhxOUjA}dPY$pqV^aK5PC-OG!tI_hNAgVLGUGO2&g7+Bm_fwK=E$?Pxxpl zCIj%V(KN|t>MsNE{Lll624U6fiC@O#5w9nHD-EV_ZlA(rhTOihBX~_dok#$Y%BQCj zIajb;viIOKDHf=Q)%kSd*=N~kMykenOqBye`WXUdAU%lr?SBOV0R6m}NbmgdU8Gh; zlMd0E4S8rJe}Lm`)X8*ik%d(w9!Jdi$&VwddHtAo5p(jYf$%x=(eEPCD~K)~?owqN z<6XpH05cG=OSl=&O)yXpc8UvzJB=j8@*QBFIAws>4DEXQRr=t z+d;X}XW?IW)n{7O68^Xae>|({<55KVe1&tvA~j_Xfo>Tsb>nuzB;g$q8@js>v_jP_;r2^?(z&FKdd0BOXYMrGwlwr8iWf(GE=+&#p=|4iRH3 z(IBWTM1%I;71kwwt|ZY=v61vA5;bX5rX@AJ`cdsY!67`6xZqY>w6DhlyP>G za1{6ntLel^4b6dlC!sR!m^k+NLtz$Ue^)~PMH>)Vm|4)6o=5x~gE3KdO?{+_SF;2HfL zL@~4eNs;HLR+9@3q8T%C(4|@N2K$()tpfdwvn_)Sa_d1)B5p+Iq<9puizv9j@oU3b zM3pGcTE-_43pU6IF%do1cO}DzS+^;%YUnepCKQZAvt(qPh=&gaBS-wAm|~X=Sh~8Q zClQ~;kdR5;aD3S?1z|agDVFC+#Dg|?2=N11*Exm?3w~I%no#fq&61HHLXRH`UI=|v zeDF#eaCAPPClO!47N3a^IG$|yfUwK?Ai0+~-Fz3*?wMfW9#QhBrU@iiUY}tC0m~U7 zV=>SnR?lDwhgjF?rzAn~6&cBtKC4-F1!dEPAs@xJ)$_d7f0UsA~oqYB>;JbywYZ-79CD4mlOZH3@I&WQ3 zR)`_~kXVC${@UFe9EOT4Bt*1uU2@)KuihD1NKQln6@GAuhf*jTSGWm5Ih$n}ThZh} zTbk5fK|T11m_kNG6w6G^eBwP0_*NUt$vule9z8twF#4xOv{vlndqOp=Sojo!|E>+0 z*w#wWh>ESeo6#uKc7~HP-VSRKJ&g(8kYNI`osq(Z9Vj25k76sI?H3vJnxzCFTx{hN zDaBTfpqNMc+klIiTHVK6>5umv8FLmhzuHHQ$DI3ur}~gI(*HAk2gDnF^uKs>Y0`M8 zj~+gBQRHN@Fr~_WjL_GjKZWn?VZ@*uiTGhU=7)Cg_j&h7vD5H7rJ{e>UGR&o=HVi& z&pcXQr4<|*X>{g`Ef3EU;`?R|66#;2M{e-L)a0bz#ki`BpGWpCmK)w;>}!Jb@>Jx5 zf&ww@T`C}G>Oka^g1SF;?B5eS&dtZU`3b9bwP7lKP|SBL|!n`PQJy!jws#o_O)hEmcI#ke+7-gEt20fx*6?_DFdp z@Skkll#pvZ4W9pd=2i7`*uH-)QfXy`7T0fam9mY))Tm-X%l{x;E*Dt{g)T>Cel#=w zt+X_5jXEDzQBko0P#=`Xz5dA-+x!sq=*IOL^oNgWoDe4-?wxBjp*YN;S%fPcxeGh~ zBp|)rs)aQ3Hdxj-QkR3Kmou6sJPCLtqRNQ{qYudDT6*f?V+4pyQ9B0nhu`BKEF%k8`>rCo2e4zX>fNjN(tZ?;7~1lK0XO~o;zn1FQ9NentOgteSSJmzdr z9@3dqfuO|UHFRdET!+xup|479cdS4VT9oEZ(xRGR#gyp~V8#5Zz6$sz60zq&m&6|-spRc7Zvsx+< zH|pY^Ztss6(oZ-BGb^;7un8E-T60R5CMuTjV@B3Y(!@EyMw*CkxHKjA5<&H!vYlck zSoo$gc~sMpAXvW3x1vVMZduj|$*GDWL17YB;j-Y9hRfeJNDbe)#7Rf7QSQmi6>Q^ zwYpCPII_;C{201gB=~)lH6KDg<)8Nt@|On(Sr&67)-_WS^z zgUvxNm zSe-$KQG$IpR+G&<(V8i#as}EWMu5FyB}QuHp1x8mU2%NLYQn(BkIbxGj-eG@JX^Zd z%G84=Rw`7aZkks9t8w?)U_x#v1v2Q>xI^e4xuMkdOh@e%HzB`AZ9c_Nud+cS+k*)l zQX=Dn42PNaU>x1?Hc(4s)QIF~m_Y1#By(d2!w2Xik@4OAB7i+*5EcU`jO9U9xHyxfSc_SfYO1W(Hy7l2if zn|oXU=;Aq%azY3WiAp0gdC&f7__VXjO`wP}idtL4qrLVj^uggi_GN@JDJxUX9Itmjh zWBQ|hX*U9z{IFlz{fs;wcg|BRBb+jlMwy~#pmTP?h>v>orlX4B2T9+brBhHo9;fyC zQ`RdYz-L~qS=PtnuC>8!C^koVk5@DFhElZb9*^5;1%gP?qIpI9C@nM?lUXX9>X=`Z zX#czoczW24@=otz=*bjzc%j*PsKkUA>(BcX-jkvH0asq+XWmo71sWa1HyJsTb&oNr+hm^|{V-sDpD zymZ!d#$JEl_T9J-+Tbk2Nt8wSUcM@WlguaL1O?5HifE5o0U&sbX3fZ3)AqQONof6a zRSWx)&BAnUB(#2>p*0gXathdRBTc}$F}asGDBuP%xv6+9PBW`A7z4ZTBJE*J{vMMl z1-~E@G39G<$eau^0+-{3xRHz#N=C@sUQz$Vr&@SRA-UQD`uvzNK*ZfiEvVJsV{Sqo z`|GS0c$Uoqb@ry!osP~a?x4H~!V!_oeInmia34+Z9~tB);T$Y+I+p(@(-feEf}9hx zS6u$zwOD&p{@?ZVJu&~!9A8g}p?xJ~CCaye09EjAl-Vl|s+|E;#!GO!B7tI0iS@n& zH!&k0-m-oMZYtD9@s#C*p04fPpJ}H(p zK}iBit-nz)eR%glU@XplG4N!7J}VYJl;1^*u= z!k?Iy`4M!5fA%RI>=SoL(&Argmd_;5@&ydxhBQO%F?kh%5Q0Qg{)d|A z&ypwl%kV_qv;EG(LbKH_`txq9{rpa|?fFX&kwtu6Fu7?1bvR{R&KGf5Kgci=?{~}Q zBJ(tg3o1i-CGkH1NcaFWCiCW-uvEN?ct<#*LBm60t%fp>@L^Ph8~l zw@Zv0-xP+n*kY)*nR@UPQZ;!^KZ@=C;NGbN+nqZK4!7xJ&dmkqwt}au7Yz< zbq48qMYIoyH32 z$tQpN#Kc^+UFpmeO3nER1@HK6t!8IoqEZ%5JvLkXC9ZsGNZ=!bqNiWf42%}WOnLLd z=k)`wMl$HY<0z)yWy91mJ|Xy;GFf+`e_F`@$gv`V#MiL{Kq2~hHi%|%5`pEl!1BEe z%kl0AokoazlAIv%CX$+pIEhBaTQf``;v_e+rh53P9|ge01AgBc)?4#1Ulc-=`L^7I zrJ|86VBJqq?&TqX;>n<1o_mmx1Wb!Z8EH*fUY-*aSr3wPG$+$hL|a9#HRz?xj7Feq zs`CqVZ{BOPy)xpd4)c(lnMG$8USxE=x^o9&;|+SV@wP`l)Fyl3HJJLB$m@Rqg~i{< zj79Rs;9p4VNwsd(veGQZ{tw{B?+vXve|t{uyJX!svUcM#yn}LaMYv~`W|`-}VA0GR zQlovS`z?OM^TabAJT@Rsf2o+xTOv&A$jnS>gdRa2@hhF#**XRtDX?KNue8`jzwIp) z{px)lW}dA#-F7hXUi^Z$kMRqIFK}zd$%9pw$(XY0nwQEcoalP`O-Zl~U+>bH}VTV*Dkf(S)vXS`OiIa{2mHvA$GXQrQc zc+k^1t4 zeNai)Zx>rG7&8PM!ynK*zR<*hSvrjSIE*x&!^Sf)tdX07e*pk~B-9L>C^Sq+y$Va9 ze_S=ajsN57$*aUawqa@X(>2#@8w=1!AGU3~hW#=%HN`tkO>gC$rnXFqFI%tS15aIj zHE@GoQ`@$of-#Ym{(}$G)0=@f`o~r=<@7aEe9FyJTeq^GHgDyfH*dR||FUHZX3|ID z?c_4B3jP7B;DcYiZJG~(Rd9&5ZM)hSf>yzrU=>>#^t1{#-4s^AI?*clKela~WHS)- zTXaaU3f>#5n7W#v$11ikL~Y&*_}Q0jS5GlS(J~l(TlFEZib*yLma&Dk!!o8>Pg(|> zmzKexrDb4?tSxA&K+8arsREWk1ez+)GT0X^V-n*{6=)gwGF_l$V6D>y0$*Fu zbb*!uXf_wHjH@xs<^nAPQ*JKMGSGWV0n3;MSX&E|5zOx+!5l1J^o}ebfYd;MgUKhW zg~_?VarX8|<3V>}!R6d825{s6Oj=1OQv`HxrP-;MNddaf!Xk8KW1J?1>U3L+TpQ6S zP&^(491rtif8tPuYoScUy#C0TGcsRo6lbd~h%qK*+Hb_c)Aj)ivIa~uLhy>Br%;}> zNTI^~?am9LW}u?k(X$ApCw}aif&Dynzto9P;Kg>c?m;);C?Kq#_t9#DUr9sI`fqd> zJ-_NUurYFd=cX2w@dl0x^l&j$CI<3_)>it&aa&%n_Hq^LZIxkTW?Rj9Hl}=1HA?S5 z)B_#f^4gtNqv#$2#B*M`xCb!LG@JEcY<|M&?7^zq4!|RTMQf*tUe2EUzEQ>y`$$#a zyRUfjn6s~la^xr|3;o^p+%oBMKEMuYUc4FaG)ugg&cA+n1(*yv=d9~z!DPjaFw*}(9MfZ z-Gy7D08++|0FrcNkry=gieSX*Jc_U@lhQ-xUAzfGIDwVeSDfsz6m1tF9ax>F1N-b( z%OC-JU_|nT*z8haS|AXJ4_2c;M-o7W`xBkwo~VV8)|U%W(q-Ti^ujU#OfU!WDsRk8 zu|z(?1LNE|0avywZrkw#DVJ_enZj1U6N$FR&yHNhQ2`U<(e4|AVX389Fa~A}Lofk3 zYBWan0$&O74?y(6jUXn%1qd*J_~lLus*cS&A{;F3Y;FWN@(+S%N-kifR*S5==lf7U zRSihY+nk|_shn}6unI$yf>aWjp&?Zwhpi0^GYf`+Y6$2B+IcN_Q-W6{+LaHIhHipZ z$|vw13@q^A5|@feiBb4u#H)fV3P&k)QR9ruaePi0V+ayr7JKT|QB3mP8R(x;#GgD! zH0T90BQ(ja2w!=^NRfBT#|ajMwoLTA*;%jDR&y%JPa|yuc2u&=(WkJe>Mi#JkQOj9 znG%=~{41b5fJ~%$fRI3iyLGS+8*HB@W_d+VQko492FWK2E)~^0$%(W$O#jjt9)6~c z2-`XkfhNV6LKhvxiXX?$;!D8KO%wb=WBq+RnkG?6l+{4(7HXM&CoU_pwOo3*j zoF5l^SEz(wu`oE*Hrw=YvqNV{PQHab(mZy!FruT}2nn#jKW?Ypq_>}-{_BfQsnUe9 z7;|P^Z0dqhp`$A}=|?=iT2gx)#Zfei)D{7F#hZ2(p@)h-?IH11>BwD8SPriASDiiNe7s&Rh?mqFBlYS#)3=Cl=#Z4^_z0p*jQFeRp>h>PgZfBs02~q z-$sd0LYqbjyjmMuzk_uX%lT~#1s4S5K2&8>2bfVf(CujeF5zIoYn4d>HcCy)~zqdUXbQouH2ABc|-)gH)WAE+R#4z4OJcM}^^atCq=s^+1 zEi{5+)_dVJ@f{}L3SxK6cEWtq$^O3#G*CwcJw3#O=!?4u-0J=mwIWu=@8my1QmBm% z3M^Rru!qnY0m^(wKr7WLsWNQed@l}Q@F&A1Zm3m#5K3h0gehEVdGL3g0-g|Znw>Vh zCZ{?N*Pq-t1cbQjWW?J=gobp*9K7!eW8i>n1ZzYji(1o9F`N^0R|scDTlsbnRAJ4D ze+)k1V8a1tR%0(zpr+ml&AaKB!(@UO3~a4zk?;iqXVu3pM(OWyfsEn;>{gY0;iz%> zZ-VP}>?yTK^LvH4g7XXsChK$^25yqwoFr%@rOMt+XD+1ri4GzTMZ3N_^n}=@=*#TE zn>-LR^0rgn<@k_INHuhJ(?(SFeJm;+kz1M?WW5saT?)6%2d-HtA~m$iq=$!Gp^gR) ztEPukmm!?0=*IL5T__FqLq%o0 zoaAn$hc^{YxKBRL6UwrLHJ3G{sc$JF!WGlxaKeQOJt|aa`b;AHqk?QQ2O#s7l)^H- zj(wX{dB*Udg3=;1s349D3lfco7ZOxJQaCUn6gbQ8S5g!^`92=!$M^Nl0SYlisJ!+SkAi45(j8(axjx;{H#fbY{hz-JU?NPN2W>sAwr zA`CQ(NY{+c1plGD@x?Fw=e2rQ2UU_pL^>uDuAxN?SvG50XtRqPChTF@8CVZQ%K%U4 zhQOIUv&$UZh+kB4?SER)?LpLGQ2DiVZ}$fgjIx#vCmVBee)*@Gbp3f2H->70S!kw2 zW>KZd?py|RBjNn+zK8wR18+i*7s~0qBEepGTprW`iSbQR@?#N)U;6yG{MaoCJ>6@=hB--D~4ZI zEN*vN*6aLdKPywR7d|P=rYBz6AJF}SoC0u2ZJeJ3o)q8YMv6t>Y{Q}{~WcLBA}|;0ie(wLy-qRES(3X5`AG zR5)dAlnPC-lwks)RDLDBX{1uw|521VS2AFI;N467L5{mM*=4>6%Q~_-?517=9d%=X zfeyOSzyD+Ife*O{I^rJqfP3KMZTrLROg3o$e;b6yhsogs^7nw;Js58fz}W-x^#EKw zAWsj-(S7oB$VGWdoO+f%Kzsvb=>E>e(1lzR2d3yd%)Xee$pz9iiM&WEp-X9{K>T+r z5QU>caAk8;_Rm8L92aJOdG)w3TVG1;QNnGyMsINLLBL*F(BuTjUh^nF%md^dAl6$D#hHAU@P0cmW&SIC>ZfLi)F0oAoykf4J!g^I51QpZ=u6|oE(nPQ6g^J zhstBnF(cA~bK*yziU#3spDc|*M~*p7M&m~3g)!o02oM=Ri!6|#op1iU4U_8z`BI3~ zJxrvM?WH)z;L>MfkV$5@WSBri94FJ8MjGVq8{?AY>1=tZsq!g_@+ulb+o6o-p0ACD ze#o#VLLLQo$QW!ipp?2l^i`?)SJ^OSNY&HJRIgyXV5<6*6VQjPrWDGa=ETd(q6b>Bx#gRYjT6T1_YvEX|Tp!T!z96ca$3|LiPSG0}h6Fp+LL=s~|9 zFqX|^IyiURm=2POFJ+iOn2yh-H;ptM-S-5S@{+5cE#oD@lq-TtXTgn~%IL^X-G9sgAGT}AIaNBrg)0?yUl7!p`2-+jLP|C zD~EE>oGSzxMe%3ZpkG&O^y=SjjNF;j8s`ifwMP7OS%wLOT65ByMyj>_lW^};L?yUB z7QRPJo2Vh*A`Zfo1Kc47Si`?T9C3eGX(GBkoXv5*A`51Rj@QAlx(qn&!Ds|NLyG-r z@k}YzdQuZ5;xDif@sLu#210n4NtUV96JGay$Z9&F&}oir3Vr_?aMf|9kwS<=b=uOe zI)orn+*_EHg4JoIS<@s*@%^vaFrseSwu0&3$e2EpY2)%?W7fe_*kz3gmnWrqkOkan?f|68)qbQvf*bb4l| z<^Z%@4oZgU7(vC1rW`_;X3D9FQfZ&DQE4Gl{&P?|k26h@*_8j8)pWv?(;OL1`3nZK zTye_hII9ZfmCL}Ya3Eg%Ge!pZ9#Q&VdLM<{G0+-H#=mPLbh_JeEd=~KOu#d_EnFAa zxGkhXKAB+x;kNv7dedmP<*GOn7g^zG8El;sRFNKHb)(qYMnkM@lx<&Lu)yy!U{|W= zq2V?Lv%|(~$f#c&xj)xgRND3oEtUA6cVYh_*jpf==c0c&1e>s1AGMlJn0T5aqlsU; zytZYv@er)-ag4Bce((&0=GbnxVME>M-2|4unz4K)qsOJg#^{kuos(e#Vf4;OZyIUz zy5C584a3yJ!zoCI41=MTqYD?KQ`;g|if-xkC!YXafd5dXqO@&p_bc(}7(OzFiwYAF zVKmU{Lzd+1h_y=F5&4_476)zQCbS`Z7C3v3v1{fH;iA=a!dlQA*{ntP4_7~JamcsI zSE0D;l{VzowemB;TCZTNl}RgeF0|3g#JlAT69}#Ri|I|HwenvF=Ydh>Gly9`bBLug z(+g)RrIbAnuKO1WxELNLhK7eUEJWcTte7KK94O|f-<0V54;#@5DdxMt+#hBfYbxf% zB)9)*HK9<=G)qR+{D~(BiJ_mL2uo3%_UAT)*Ol}xu-R7_n`KhcoFi?NH1Y8VGE5+p z^n22qMl0#J8=|Nc(lu)Sl51gG@pph4x=OuJwckvEneJOMEW~~peJ>(n2_Xgfw0MA} zo=j?@n0UiQP()cT=Z4hfUa;9Z^bbcpQWDReYBi-$m^4pDg}HcaDFr=u3?WdIz0wBF zx_a6JvW_saW>Qa_18me2@y#h2CJ^fBg!HD->ggSELSoeUCT_8=^4+&+>u=n#3g6ij z)URh)N*@d9dl^bYsYPT}QI%?{ib4~`$oJYXa!5tp16I3-@sH`zrKqT?)s#X-(L5Pd z6uXsW$#g@d6_nI5g+WpGJ{wf)YU*x~_An!DCN;&mz(!3G@9fJkflyPs)0;-Bsr~On zbS}2Y|1e7YD`Axd{>@8Hth~P}mET8k|K2O@ZOY`yRN7xbm$|UNf;GCVKWV~Y74=u( zp`?E%WxfCP@dO>5oC+RJ%pOuIGlFU)QqDr;9%g&b)tw&)dMW|2P;7zwJ zKMyKB&ZtyLc>LfI@g$4wi^=_pnd0SaLY7Heb>H0AD*9VPUn>X+>^V{JO7@EWQE|k# zZ8#z%xw-{5HqMK4(P`nS4(n^8&eJc=!uoGNK!mi2s>`^2g+{~jjokHLm2e`-@ z($J-z2z(McXRJ5IdBMh`qzS&kI4Id=6&~f+(wj1m@~fdErKIH-mLQ!hjz#c^iO{8DQ~{G!supp2*@!h!c_PCELad*j-c%FoctC2D#a(+L z{vV!vsr*3DzjER2&jUQ%dx`H%uf&K2b9Xeksrd{IE%+Vj%1PEud|P_c=$-LA)^@1s zciejQKK7y$-l|6+te$h6;XR<%#%8gv=hKwJ2_8?Y&eHW2RFHCLb0+rH%}#rv(=IMV zJe+3rY+A~rY3Wa(a=Okq9B% zwb2j*sc=JIm9Bh;jjjyYtR{r}ZA?X(HY;(5`aY`(h1H^2lB|}#Lw#h0^OhvZiicA% z$)h$j(+%n@IOLBRha~NeZ-~)**##|=HtJpd{bEbh7A@&qIM97 z{2D`~DQau?noswMKh>mvZ#Ah9H<~F)+_XL7m6qtkKF_9$TF6gq7NYZD9jNdo^;^LVnFD|! z&Cv!K9%jr`d-%i?PB33S)+}VfZcP$m+iq%6ziYE7T~u3G(Yx7-GKnf*d@_@poJ%Ns zLxu^2sQzktQ;l=u0f`mW(*e(SpO!g{%OBZ}pNFKncfpTmm_RJ}lNp+dP|W*SQ(IVm zFT(@^mP^o77mdpGAr8Oj{-u27;sZ;SOYz^!@!t{rcl5wgcb(UOQ|kFk2bL(@bRCea z2J3!!qSC5P`0ZxPo%1F-zSo*qINYq){kA*N@)nx@M77*LQZKf=y65`d#Lk=d9jWtg z6G7dmVsimC^+c$r=vGk)tW);t?ZU$1_Hwht-?Mg_xIRT=71I0NrHvN)Mb@XpRm znaUK9FzDfIWI?y2|s z%}%T29T2&7fcu#k&JQiL@<@1~&D(~v9$G^+XdAHhFs{Hrv z2K?n6S*TY_)%Mau?8mm-n)BLA-O1v7v)rkBLO-PIf~D>n+9;Kmx|gI2=2CYp1EjQ6 zc^^s1FJm1yrmf=?fZAHBe3UvogboV(oGs$DbLHdRk&LQosq$#;x1S1HezN8gK$vSc zwh)}Wx1We5?xI@)q}?R4(P>@c`GS8wUur1b{{iUe& z)Z;>iu;&K|GX+w230yJT4NqvEgM6fBa?U%Fj=BPZ5Xl{kM-S}b9L6b@?dC3FnW z1bqU-Wi&y5gr-SW_Nbeni&FSC%KrR8+9JaCN1=Xs?9bN-AYp$vZJ9cK3qGgXpUZC| z`9{$m$hR!q$18)78L4}1ui^O+d|bVU-<7eolGlF_Fr>>XE#TA8=5MAR+#dX0uz+-X zAQy`f0`|^k57t~7Z4cJd_c(jNp&Xt);Ea*9i`gB;soc`zezl)3yKNUwgD|hGxM#=6 zo+46*M#h|o0tq{KRSBZ0zRlSn90wXs65RNv$a+3-qi;gv>7%RRrv$ya?_V|MPobDw zKT``&+M=ByHg9f#PN6~A4>e=wqrOA*_#cV{n*(H8?{y~7HAxFg%OUnUPiM_dkk1G+ znpl?s|EaQ(gCo*Kr#M>{BOed(9Jf$jR_8HOq68XZZq#FkD4wquOKm2v3vG zQVDir-E~5?Hac2UH5DscZr&(&#&4r7n^lR-(f_r!_-XCJPj4s|s(KJc99Ca7(!eql4<>7reZ4F@$ zPhoy}JiIRxK*Gc0q-7r7lkqv)!_yOQ{F_8TAh?0*AfSs_4ok@MDI6P8_o=_+WKCZ668b`VpR`Rm3|BY565I~CBAdT&<1?V~1}C?2wi-uz&jG z6Hd6HHRo^7k?(<|O!}W9i#buq3AC+wr8crO5qe@<1NuED?K#@>gcjD|t_IrAI)TTD zf1vd8h=V}Zh+fliq`=1uGAx;kI@ZICdmOjrISVa>6-(eW84%m&xNV0qA{%CpQ}y{3 z!7BK%cW8i+Y3O~<4rgESW+z{oW#b~KS!{drFvf1ZSoRj$l_Gu~4NssiEYm!m3kllC zrpUwKIKkP6gPU8jX>(Jc6cfZ)KxNY*{aiZdT#XX~l1MZ_YOV}WUqeipsG$FgK z!)U&g9y)dC6^t-uC?W)PXP_j#>mAs69rfNxO2l(oh} zv^QaRTOXi<#yFSl)XSu4$}RVBgJxvNo2fUkQzdrL6`Aj1n+mwus6m)iKtiV7$+tZ0 zZ05a2*(;Co*AwerW3FAHRZ`e>9*VH!*0I!5rRjT(F^3gEVj~(A>4dNJ(21JExrT|6 z^dH1uN(24WMgz%{>>p643vWLMuHS#+pKywLPqHIKJYRc>4%tYeXe+UfT271!)2>9EGjklqyN1+MoOz202=iyK2@E#bf67TGoY1S-EtEQh zPKaCI3O%gM^&$IFEdwYt{S!rfym-LW8lE^9 zbJ!nHNc7$T{1E)9s}X!H>kv-)TWw|SL8t<=DKY{;prfwRFnzr$E3lN#V$W}^m(H@O-}?j>`9HFp^V%MaOxDtWO278$aVTgk+!SmKY2c|u5nAh+2oF7fB@u8pH*|}N&6>JYau=7=eCFdyEcHHTZ_m_wNa$1Vq+ruQ*6#6%2sz5{oc%= z4caI&5@38&!g=!LSwj-~f%H#7d47z&dg8tYPUwWkJdhsIa&42aEp~g$l!*JZL~@Nb^kH{0;UH3PnfbxNU3hexK~M|ifq8(EK&Eif_}bDav(dK z47x@xgr|t6H&pEYSY~$Dy|#}By`E@nV7hYG(~%hNbjT>0EfJ$!Jaw*Tx<%?ce28$W z;nxF%Tc;X+6x%wSE%CG~l1xXU%Y7=k4oIYMNVx8t-pqCXm{6sOuKTsO;&jY)=BkH0B=0B#*7Dk&7Lo{?%{K0W zy9;LS7p3;>3HHjbcg7i#FNq`l*oij7zmIleQ_?~EM|#v32XE{&L!kf z4$&q2)arBz!xtygW2^^LUBvL1`I(s#uDR4b_=+Wu-KYk`i?D9Hc*t$-7}NZS96RQc@Agx$Y~_ij8*~F%&&@SpH5z8(#7XbaTv2u?W@VNBvFmeqEYQ+ zC@8rs_HVVAZzoS7W{bzQ1ZOkXR8nq;P z@mVx_tzq^y z*e%y!@6K+8@=NNWt7KAK1|3GpSp}=H+dUj&9M0D4iOyKFssUJ~B~p?L`~*kbxo@_{ z99-=6%fkNa6M<$ul0l=@!jH-cW>Cj_y~J<>*=cp{L_a5;>MReum5 z&3a$+`{iZZjqa*cCDN8)+j?`#o1ry~!{X^Pv!VZ)o!tyv!8%LD`#i`7kiC-szrxh4} z)-66Nx*+eBc@jcZ29c@~>Ih5!N_kUAkfrD@KfV`oOQe(Xu1!!m5CKvY6l2I z!!uzG442V_9YoV4<#E(a*t9+GN7=GU+PcEFOi^QbY}qRaAQ24U2x+QWO_28EBjRB&QyU{HXNfe9_NM<%m z`CiNtWhp;M-{UMLhjNIPa#bZism!xBC+x!H@Bo5b9&)6mtLB&POGh$|@3tbK*BJUpjt5^!g9%EnWc zc+{P;xZE#IAw=YUU75Cwun(q?zdSzJP69~yV4S+l2m6E&r``h@?Xcob>4VXl9hNEW z?2|QwgAjt5_N8TcQBoNBX;Z8+>A}FU8uqYC#C`#bwTml!oH0B@$#X^LBtesL1&Ka* zOM%Fk@)j3Y@G(o2w{)1k$9YQ}${~77|6?`96_7|sr9*@Y&TtFhr7W)`SyS?*3Q|lqid3a3OQ%L#+sYXS+Cnj zCDn%DbAGh{WqoMyWu4V4tr2vJYXxdW{iJC2h5i@!*&!^hSM5YCE~XVNF5)M(xbODA zxNi@>xN``$u>Oo#UVJ+&F#1Qe#FL($;m^ z_Z8q&(5KmU>$zUlEf)-skQl|EAHmZPOe>&h?{T!4Xi<9ZPB5F@7U(5R>oAtQU35-T z1#$}{*%w=&KyR5!FK!FuVV0;ZP?f&NZGkwHL)-$bs$`ztS4z?Y$2($FXzy5g+L_=b zmkM46sl;7fVfj_PeT77J<9=40d4Fck)HgAUL9f-7eienO-uUrZy_n~Yk8z11u2tT2 z+E3F5lXNjZDrzhRc(vYx{0h2eym|8W8VJe6%uJfGfFXi;9AxO>uN zIEg=IllwA}%B8rv_9}vVcuwEvFEv;ykmq1s`$G`T1=MGy3jN?(p;eYulk7Q z?L}O=y}OU0@%(`poZdrF&ZIuPQZ7FhON>71(8Y-GL#Ngq>cLN~|3l#?$eZ7PBl*Fs z#0=qtrMaUzWW)hKUKDHdI|Len_KoH6<`=u58GzpVP=Po$g-eWwv}hVU&{?k|NgqLP zw=EvVGw&SGQ(|mbKm-fAkKXMZUa{2V=U<+t(Dm)k0XBMw!0X-x61pPE-b=LgptE_A!?!a-N=^Konr1)GZDH;mbO z-GbpyLF$EK_;_<8y>6*IATojBFnh&$-IoBwD6jhp`X1+Xb0~-Bb#q0V^!9aBE)>%| zC?sy)5b*pRBaqLL-bnkYvV(Mj)CWbfZJ9}?yQ5o!UfuVsmNOKEja~Fy*_9o znMM1exTVtnLdqPnELVOHCC`%NF7sJ*cbN%?T+|x=ms-$Elc%zEm-+OjCerPEB(>6; z3wK#bUF|l4dwA~hf5mVa-Q~BVX%a&ob$9u^yU5+E-p5>kJslK~Zx;etk8qG5Nn1eJ zK~`vA9tZhj1dwo$IbE59JdMxk4suDXo?mtd+&Vq~0A3M$B7xOUdTv1p+d=&#TfFFMUyBqd+v$zk7Vk`c3slbeH3RT~< zMOEz^)Z@b2>7uEcymrg5xOeKncIS?Q;E^%s=7Muu!P(`uj*L0G3eG*%8N3)g z=GyLTEZsI=P){`QH9 zxoW%8nJJ)x(}aR|{I*uJvoKL92kf2`X8%RlYmNTW()~;M%9_erb~tQ2Hv5r5(Ib=; z-?~_!W?;041sad~UO(V!B!dn-j$-P6w_$4ec$whqb>QoNMSle7dLI(ja=VTkDfi>00 zyQLomz{LY@{2JDKNg?XW5Ta^y04H@scfwN9NEWc}rvRD`0ThoV<_L9K)uq}NA{cO% z1MHw5t*JAUNE8;D5)@gFE*#B?U212-l3;f(deKYF%FJj4x~7V^%ssqRPOp^UAhcR; zAE`Sti_WepuC#b{=MF@n8XihR-1g{)+GH`C@k*Ej78v0N5%$YS?TYS z{~>!hJttl%zZs7m6q#p6*LARZifEPiTlaVdo_lH(EOW)v_PJn_hG*rez8WQ=%ID>Q zC+`S-2pV0>46t(j#33>_$Urw;cnuoE%6g^hEJ|z;8OSqa6Zjs5HrsehrXcO2VK!3U zf}gR$Y)FNl1>`=DF=vDdPsjC^6f8$#n2UbRSYqPN{=NYg_#`aw5MQA2z~;Fzj3HS* z_IJh64_bjG9^xcegvh3u%_qlW4|+4^R|Vd~HsI+3cREn^28ObDO-H&-JQ>fio2;lz zgF`g&*#zeMvWJwQn4%XYcFQYrT3|*z0;_#dIR3B=jw3|x{TvGhXKv7xj^sw;o0|SH ztLX&?(wrGN@W8SnUM_B#XHn?-vJJX)i8vDs`$a~oOcKGVY9kS(hJ7|caxdY6Eo6s< zEBEA4P3a_9?qw4g(z*YflTJ8c4|{0A-|k%Mj31@{IQ#Cp`L5g^&+pXR{$BVdb#FJ1 zAd9GqY0`N+GST8^eeZ#UFwb+!%~FS)A$gp|EO`6``O#c;);UxK03!ZH#v94?O{Pamj^m< z$FtO7&)$h65!0L>IaZ7!b;_a!z_%V)Ix7G7I>xHnPG)TZnihprGR4+H*5N!z;YsKp z=_I5(W}SF`Rz5INut=!vge87pStG+_g-hc*1dvFoWooPR`Go`EcN6gYv^e}~d#7hF z50c=(EyKtPH4`?d(M=uUWsKn^ld0n9a4aVL{* z)te2VSD!g73`vO_-hhhtcG>V=gxcH5xuZ9v7@_tI7p43A1JXSM&2>W320p@;>P-fq z^>u?SMpAgtVH91x0qN?-(Y5kJ8Q$YZ0Qt&~<%e#nm&4Z?9O%?uKv0S|L(@DY%~s!U zvp8L0J`MV8k*zFIVOD;Gc86FyeRXNdBfPp_{r~NK37i~9d9N?o*4mOKpZJj7U>kPL z?n?3jjzEBK%d%u630n^%#jxRV#xb{b$0bscUSfFN-JZ2FMisdI=-vw`&ZRhUq!gftgBVG zke54xA+O2H-Fi)-&p6QDxAuFQ-5iZ+{@<6E|I@(#yS?~N_Jy@u;o@qy;Xky)`7^z7 zOD5FL?nG|5@Ntyf5ADsEOFGix^Bp=6%gY-aii*u2K3DtF!u@}GEkVoi?zC{YoZf1` zTxhAwBLLEC3VP%QyTtUVmDrouGQg}0w0_8L6 z%o%jT`uJT7GiT!e&c^>e3I8{;YoT`p7Q%F{ys&G5tnwMKlqZ~GE?d$<=q~7A=Bl`m z62(6tD_^VIFr(@Eqv(#4Gj*hnbYRxs^w2&9!f;z;MPutuRJ9JA`|4I1^@rIlQkvcM zN@CvObz`WSc6u2L*cxHQ&G0&vJGcM-xbYL#RqAhTBb)Nmepw#c&EXv#Z<19JY^Key zHcT`Y7i?BVbB@7gQyDDo^I$XEgk&eUX z?6|Y5B-hv}4ESt{@E*Jf+Ln8leL-hDxh}0t_wJ1xg%PDB1!yKnd^m9(&?}uF!SvA+dky6 z)v&M$ib44YMqla_AeS;+y2J#rTj|xEunX$L(Jof^2}TlP`9+g;h7Va$d!RYu zG*nK5f23rwoaEB-u?Oma+e3OSv3&beciZGsTY9TvIVo(DXnAM9ZSH*EVfy5B=+b8A z(&}V~ow)5quq+D$nrhbT&AnJI1-rxf_7M9~oN`8Hd^*dMUs*N|I(w85p~5PO09zy& zF5$t{nPvsmw_}0Vm{v!8m+{2?C=!Sws;w@)^FybIqEUu2SVdd~MN3olCN3uu8T3EV z5UQ}^hzw@ukm{H*ew*}CR+D8@4)i(ZrUp91LjpvP&ZwM_b2(B1C%j_sRS_iL(8KEk zskxU~E90yhG7&U8DV)VPq6{Lk+vsBl+tA7=Yw)5?+jBI@qOK`AP0ON{y06MXTbO3fJ^1ZEFrKD&4~xOhh_5ZyXi%wN28y;ozLk5a@e zHXy}It2`gDfyb;FBV%l?i3yn-Z<~q2wC?^bent*Et5?jkdY~EYl_-|4&!#SCzag_F zeiJNGjCr%MR$}-Tj`&$KEu_6^Rj4JAAtyfat_~a1m^nldO`4IB;WAieMRRhTlrW7+x)Oiabl&VkXB4zk#C?|&*?&JPwy!ZP=TJVY%D?(&R7Uu) z85?wjC@z^&e`_XQ>BB_Kr>p=UcX2*k*I)N~btl$e)Q98x>y!)uVgEX%_N7@_e$j$_$VZSd z1EWa!2RW;TfgR45T(W=pr|$G?UY!avqn;eiY@N42Uq5jW4yN%xu@&Oqg68hKKHNoZ za~0(I9VSmF+vKA6u}xCg%UB1dZElRhGa)H?Big9-l3cgBTQ66EkM&XqHtW6ATmkAq@3Z=|8R9b5urx#QmzGr9M^Z5( zqEXcdCS0Nfk%kOr46dTwZ#6wM`AH6d>nZCeI_(7zx@fXE`=3RKaN&-;XopU z9p-O9%k?jOn2cKD$q?!nm{6T8k;~u55=m<|OWc{V=QPlMlg%=Zw{<4X)c&KE?Z5fR zHfFOFmik>LUejh%jxYb)t2<$@)Q6+JZX8^?FxmlI(b7HoTu|I8Gj*lo~hDt%&Ph`?`Hq;Bfx)X*ZcWI}efGHer0zvig>ftYUWh1aR{WCN9%XGxk^i-K$Gsanz5a#XZqOa4_H~5GqW=a%3bv=`g*SuBr>Qa~z_2XztrzA^CiXyFumd!0bghtJV1hbb3 z#>s5B41LUoI^brLUP}ZZ^SFxiq9PcY$BCpDH3N`|mKz<;PX#Tz9Eu8Bcxaw4EffsR zZ#kLAt$&L&7Chf#SfZQZr7fFO9wp=)VyTqMl}eR@f{{RRe#4L~wIQg;;ORzp7V(Qb zo)eLfXo8(W@H9v)I1^dQ%k#1-!a(s?8-b9K{Aw&nQvNLp@MATKnWTthM56L5Rf2*N z!fSC!^%hFrgr{5NS9+6$)wem8b-wJ%vEg4)kC;F688NZhWE6Jv5jJQn2Y1%g2cYI3Amhw-8h;gx3h(lp|qwS-rn z&!@gT_l9Wrtw8-aE;O=0iZ~tPo9_M$ukMA7QlE}Cx}|uD!;%YbRf}Vtk2s?CJ_c2c zF;zI(JJ*_zy_2rFy{Fd_F8d+(vBxLy^j1yyK(uI=onBMWBd@?pGf%C=(qYJ(&oDG~ z<=w26ln!Gz^k92cs!8AXMLLY$pC2gCFtx(j=AN+B?oNpGbuzEU98aB@{i3Tau}4;` zG6CSsEi(H^57*VRC=t1uG7IX_e24RBj;8#$UDbND>9IC{Xe2}aAwms_IbUKqD70K^ zuO$%`mxJORXwESQ#oJIc?J#to=b$+6n#h|f;=!X#6SX9yxG#&bctQ%Tj>Snx@i8Ju zB&6W_X1NS*!)Lx!n|V-ojM(S*yQG4T7JUlB?gk7(U;&7f;TN;G?Q;YswXVFVka2*U{ zT-EB~ZJAbet+;o+7I)!WYv=ajVm@9BS=$Qdn(ehrnxz&d!E!rXyXn#$H`n>MwS5vE zchtmqf;a?1t112;m!L{zoyi5Xj4o2#W|^myQPq%9?OD_SLkJqX?gmCraw%jzxG<-vvO=Ys=X8+!9*EVvCwyU zva_AuOWKp2yqCz6orlpVlPvK+G&?U&@5uMTPTslcxT4aKfK)uMx{FC9*>B6@B8QqD z!4d1cTaFunVO|~kdm;AsiM=ClXg9m9$#9oQ3JcY|1BAHZ*9@BT;n$!v+pKi)EO^o^ zv(Q`C3a6@-h1#=0fDL|T(G`cETAFb@Aiciy?KA(ocT&Qfv@r7k6Xy*#A#qCwG%22;amFga7LSGW$t_K?z`p(?1>_Rz$ZO(TKwZ~LDR zt?<9|Re0^|RD(YSY8A8b=BV7;jlNB)JO9_bozqK#y7R~0Aw`BAne3$hp1XPc@Yp+~ z(MMMi&k((_}2+VAg> zK0QWIvXt~Yq|YFQLDJ$KQsODTg%m~N0-i{3bu?7Y#hk83@eZlbltPP)ihcFT?Aq z?Et|$w}h=`U;7&=q=%=O8^i8#r`u|j%6mdea91g9OX*|N6nk7v1O)+1HfQI$*nt-5 z>&oa75jvu&0B2q;`e}GaFv4=Q?Fhbo=bga~l!9(F*nuFOU>AFIDl8*u;glj%w6-zW zHcUl>k?|njF?Ayp$y!E?2J-Edno}i+r$c*LbL|qp9u28iry)QjkU)r#>IAh(KI_y6 zDSROu2}O)|Q8S)?t@{{r%xlt>o*6bDSiGhs$j1OgJ0C%|kho!c8FldnE#(<8=4?aG zFk;!J(2=|G#_gwg!(DWvH4HW;2&=K`oiQkoSVed&NE`yy_#?%`Um^XgE9!cZ?b zbs>*tN0lj07QI59n`BMxMUMfgBs~HcQqLO9y_Y*uTr9l_)W&jz9cQ6Uu0O25X;b?{ zFU{YH8BM4h3-#kLJHFpyYO7eHorpV>wDkX=3HhWKA;JWy_f!+qdo(xh6U87vYw`B(4q?!Qr*K$b;$^sFtG@2=2}h%xaLBII(V-`2O>u5UD-w1>tMgb%0*rW+mw#N zQeBrET-920}Dl7PPN znv7$-$PmMo`gRHN)P$l*-l3yNWLUZ?uWppi6DvL7dUhv7{0}! zs6exPN5_|z(4hlCi`)X02Q>o)j_JmFf3TFIug0gt4w4jCs^v!H;SKgkLc27FeLvg+ z%#NYIG9fU^rS;)fd2gvbKReN^w`DM#4!Jthi9Q~FVGa$V2O^f?qmEddLf zHCp=?(OBHIfT0VW!>W!z(X>^_Vuw}ro;JV`Ua-Vt9hSvVJRVD{VX$~C7K??DtTTxK z5&qBh%0hp>Aj}Yfz{%nNpS_~GCv4yeo4tXUnb;weK6c`VA{2Mbr^*0RCA~+4TiPLx zZn}+5SQ#CvhB#j81dVVqY`4p;YJHx{lw0$`P2F;%Q|-);j0TwC*wGH3goAj?Llh0h zE_tKsXi%PQ;=VSniYvmJ6CFIKgCm%UdDf2FMO5)bj}mV5RPq$4)-Q+4=h?t!25_FJ zoHp9XZs=NqG!`rv)YM=ij-+b|ThNQ`!o;)bd*6i#h7Q)$IF-2iP!!a7+tPy?ID@Uu z)vJ?8d4RXL`DA;w8KXKp^KAK{myRrq#)kP&EwSO(#!#ux&6FnqZ|E?&A6XpBkcH8L zTpihd($*I`TVE76lvSCY+WgTqd_+6F96eDsW_BKnF_!fQQ&uE%n=!{Ji1A z&8V6-+GFsc!-~haF^tK^O@9I6#{8MR?bTD*IDi|{73=8)8KoKO)Uq(ancfdOUz@fe3Bkoq=LMf`Z$AcX+Auco^c1DK!ut5KI zFj;N{6YN<}c*&_M!*xUL?(8h^<1Lh{htts(aIe}z_=TVP#UJD~#Y2G`wJ9b~yb@!|K?#hhW?ZvY62@Hi8+MGjoW3VvOg>-= z#F+OkIgB}1Zg=oBX=57KzL@_?!I#_9W_sPwa3l&2ug;b#qx{)cl_YC4P>(0}L(P>0 zHFaYWX2w5j<68p_x-D>`5c6bJtGD!(V#3QOd&t*@Hdn>#TOgXf3{YDC4_XuFE17!3 z&UL8j0Xs)oaT9i~L@rp^GFJX<5o2M>Rst-=KWm1r&d<=5gEO>TjS>qlu^+)k1l!Qy6N6OZ-OP;$WO6wKftR6>yAh>b|+b2*B4z}N~M3RotX%|h34+uw%3v*B< zA)L>l7uzn{=jnSA!r@dFh;Z&(atOybv&n)u*Q7z5NK3D1n7-seuSzXXyym3xQS+#E1R-#5&Myxzb>vhSh*n$8K<5i4x#FR9K>N2MgP}~ zT}@jF@Dl&58G2%VhMtgzA#>tQK{I-=)&7mlrZ_ZnIp}soGnZtrxaer+Nsg1J?FjT) zS;WWTj23w@aHd2A2sp!a$l%P^#4M0{1bUBzGyCKa6dPC3bIkJGTz#H4yMUdB)HI+l z(UPQ159t=f?zVa-Ff~pUsb2z#mbf@&-(QgsN$SSRTBIprt=>EH2LJ zv<_<@BpQqJ&R;`wj^6pNGH70O?>yo>{%rpFD_P{n{j(N&G5-07M1b(mT#L*FycwS} zw;R@6LQzI^LWMmBI-%mj0)CWErsV9AQA!*7VNdh*S#KgL`DVbuqH>zKOP?i~gU?ci z>*ljgMK3m=bq0M;@>!h90)5symYmPxDG=yU4rDH+t)%QzkLRY1o4)oehaYMiH+~M% z@7hiv*VfmjG|+@!wPBv;Y?x6Ow^r5a9WV+r-JIn_BvI&0n6XWR{zHxa#j3pw++qI@ zS|L{{(R#bY%TYCLj)=L$i&^p59)c1Acm0NIj~o|>d-;(snuCe_96Wz;4&qw@{c5q5 zNZmuYB|k%Z@-Sr1*C~4ldKlI&A{vWBDQ`w|jws~~87wY3N*VK-ZEZ+pA&Z4LQqh7h z2C00A2oOkxYmy z@v_KhGg*rIj_*x3nHN0`lAv(XOKmcf3dK~Fso3V~(sdy}+jYv9RL zgTt%`w6s-#Q}6m6U^gOM3P2ZI_(g;>>eWY$XBFZmuwv|-PGr|(JF zldG;c?8%36TFUYBlV+M~yTqQM>r^L8jc&bOQt4wYPnn#OTw21mv?5xuhdiB6582ip z#csb+=Fofhk^Y-y;V`*6nZx{VVcY#%?@@<&-lhif=V4|Js#7v_6}N!e-8l+OrS}-i z^?3|sd}+0s(s)p9klg~hz4opTq%q1=aFyT?D$ri^mD^aVzMzBbeI#@SLFAhg zIvICcYJ*;!lA>2L>+lF7eG%0gQ0763CPsMgY`KH0U=)~3H^d^%h5_O}W||e2W3Pkf z=w;K*mI5tHj4Ev<&-1mC+6`2LXNA@Z$V}F;f~%#yVTf|uh-I#kHtLr3Rxk04;d5jXukitbn3bf$w9+JMs6vj~p^B`xk^fYL9B00ES^{+O5k7(Qq3 zEIcy5H8Hj1xf|wLQ z&5-+Oz;RM}i0Oe}yaMiO@E6Hx4}w7`$3c@Ct9h3FXKs z3$>IZGKow=IlDoc4dpcH`@TRqz28|<2q7BbQR+15{tJ?3WFKp8OLBtt26@19yM)^{ zaxXf5ji~=P^F(`F62c|@tY?)wpj3Y}ce|=}0O`uy5PJeom69fIvBERrc~-@%u|j6l zt-TB#WcF3oig>dUDMvEq+>;tg{9CA+2KQnInXhBT&4bMTBi8I zY?)JBbRL#c5Ftz2gln%Q8jAz!UqN$@K>aT=SX}fC&ZK8B#}noi%QdMlWbqKk>{{~0 zVD|430RppgRWh7-8$R1Hdt|5WZk}2Rx7=9(9~}m+ryb2ounxCQ)a`Y4(|xYG8)tp= z8*QAGCvbIs5~o$P$JU&p!g$<*{nBcc=V_0vEb}Yzd7KWucvx{z9vWtEc&uMH0-V_i zr$fEXwv(}ktWfYoy~}!o^;+LWaJJ(&ZZh1g8Z%$a5e;y z%D~o%8g1rKO@bhwL@&0jlLzQ~5(ME?I&JF67o0(vdJ*1@vWFFA%O>mPc6*_A*5RP( z%T~e;!t+Z~$^#{TWDT7*bEs-81#-l0Pi)pOi{}>JHCwsEW<-2ctL34&Es39skn3oSojwSI|T`s!2Gb+Gp_* zqT;>GEGVNojE0-+h5w;DIxoGWZ^b+69VZTCN^NA1>)h0BB2Z}IE^>zVsLsvFEJ~+D zMB;+lF-#)KbGa-oc6)4AFmtzLbmnlTwpYjgR)P?}pV&L{hIX^tnhbXdfrIWHAjACWGqw{v<_U3XqPcGW=#$;p4`dyu5{hV{EP1XquX zSzp>84s?nP9T(OG`Ma&xVDAN;UNsYu_3q&ZxdH40IKY*VR}q@ zwt5Sng<43|TCTT)IuhoO0e};n4G?G9X(Io=3^bUer~_8F5q8l5OXp7oF~L>$AffAM zaPGQu*N+C*UVY8>;1c#GGix42FRnK0&1sZa|J329j11jyE*RJ}9&8oEa5T7lJm5od zG`M~o#c4Q#WRZQAwzV;?xZFn>4IsJN#ud&AUS)0sJH{b^ORE6lVGGY)j|SV(NI1DW zY$4GrDnAzznkmm9fmpdwlODqmVUwODAV#;d{I~63 z{rS9!OUknot!iZ&d1<#?MBJ}C7i!qF19ebiJn@yaVdK^0-bV)2XI@0c0b0<1=_6-O`}%-0(Ll4%fHRQO>=PTE&lrqfIXDMx zMw`r!d`u=bHdkY8{(vj>O%bJv^^guXzjq01NlJ7{)2P*T=(9W*4-zIG16>`2%4vry zkrB?->NCR082AWJuO-6PKH@OjtOoAFUZ$8rjzR|!Q1-$;i!+@1&hbMII_RR-G_GUF z4V+*@fSXDkhF->W&d99i-~;x*V&C%SZ3cmS_f$U(FQ`*5GlS^ZQ^~9ZHIVXNalC#0 z-n3}D#jX#P%Gl*EPluJ#wv;{=_f=6z=Au3_D?5Q1P>jVoB|j;AAsmhtWApVgW@LPujT`cAji$Tr@^H{3-xTEk#tg0LE^-d0Z8XTEYklf9Ii?1v)LZ|^XgSLGn# zf9NrComYqAjIitCr<(iG0y2|12cnd^8b* zGxQw!|7H@b8NT6|7<`ok^nKT4eASB#FlR(n5p5!2!d zX;DR_1Y{LYY_?k6Ck#1hSbovt?SzZ+&t9|`TaEevn}g0?XL^w#W-sd7arXMkqt6Va zdLNCfY5P3i$1tM);4~QLdS;wX{(#%Dk3S&mU+K_+ymFddG~y4E38~$BFoFzk!+$8! z;b$8Bp8$F)*-l3uNAM+SazFjY5ybFC4jl-FpW#qc9F6cD9bZ~T96AuR$SqJ6G&xA_ z5ZzesbxSOUas0~l*_UWz*(#&agQ!1@2er$i!R+qQVDo6ORYr#D;KM_x4<2Ml|I|bE z4X|)GAS@!uW+<5O9#w1UO4AH(Txm*(2_u%9_b@8LelUX?^>^T7{)d*|2b3gip`xk5 zjPFI&v_lFRx+fz2-o=WWH$V=V-EARQeg(PoPfhHD`HB7X;KUxh*+Q%M2vYGcP3hm~ zr}S?NpmeK^QvQ)B-5R0vr}-)UQ65T@CtPVSBGgll(c144jm6!SIq_oWP|xE~G|k2r zJJhqcCOPVw=3Pq^=&CG|<58em(1S&RvItNFg03Y3#MKzCITnNX8ewSZfuPUe(NH{H zFHbEyi|4_SyJa}Mc`lsn@Gz`B<$5<9kvV_ybE`QwA6%&-2nTIOkK~KNjhllZo+-EP ztC_Vjo}Vcy8*!H}xRO%Su%vzR$?!%fZWOnJy;bBOX7_)P$qx})h}EJvtvb%c=33Qe z3rUMn09St|iEAzmN{qwad&C>x$Pq|kTxA4V))Ac6oJD|GP{)<$dUdARtSAZXXDYOS zugxo9dJ^#^T8w>ukB6bjy|YAuPBSys_- z0h@quxe^!i^)W0cA(V*(<<~x7^;=2^-YD>OsG8;>rB@dy@KvmM3R-GTRoVc(og51)SS(1w{8Ts(neom{Rk_PDWxU>76(_; zUBq9DY{4Oe52Y;^UCZtr(+fL}1#Kcz1%fKm@^^xOFgV{zE%Q)tc+8+|;3#YM+PvHar(Hj2!Z7IgH{EYjoXNDI6ebo4hwfIvrF zgA5&Qz~@YKv}t>Yt(6LH^0lga=&1}q8``OXKPtDXotatrLGQ|B?6VZuqV_`H7re-$ zrPR|#wkh=+RD)xi?DKuakH5km1l!R>#z0{6vj-c;J*oISCAhvnS(#1BV zo2%LI=0YcUgQhYO&I&zhS)QtJ$WcKC+L)IAU#}bBSd3yQ0L8P z&JpUoA%n$5hdRTqbFA&OZ6S;LINH%NF9z*=hzJm9hbxhxo#XL26YX4Kq8)nFF$wQb z7LVa>LqsRv5>~JyB=>*RMo(ewX+QL!;KLp197i=c(s@7$AsgvPfdT2Lv0x6QB&72V z^kUn^`4)XoLOPtv0+G(^mmtz{K{zSt;>H146tdae9~88V{Vw-w#9!KU{!?f_+jOE3 z=7*|QZ;6WZ^~X}QHvY%vYZJp9!NY`jq)O~eNXG%0hZp)gcD>^9K}TQ4=MlRQQ{#h< zL{$&)au_Raf)^h=a8`awgFKX)lS7J^)fQDdlxQr@%U+7+9KGyC87wZkmlY{^WX`Gh zh61Jv%U;4WvZ#)GS1s#eyz4F^KzLWKJmy`0ASQ{_la^ttcNG)b2s>h_V1CnSuiPu> zNp21Vx~>U$5~N1ZIn_q+6j;>qXlKf<`78ok1t0rHvjkv`kv$;IhBuU z|9Bo-hqKurUpm$C3N;~C{#O6UyWmUxWvq1M9Q|$1rW5s#_o`Y;&_8OCF0xzvu#$rJ zn*M%NO&f5rx}W@?pSEoy zo5|c3UtW<#WLlY-ey{eU`qj$xmso07^Z!!rzmh(s$;e)SQe{(1;$Ywd;w- z;?T&Sqd7-3^4Sa)7afh94oh0Hq!f=Oy_mePJF-&AB=1 z2qYvHmp=4pt*s{-i-S1tKy!`|=WQ7*E;__{lH>epLpk?l5g$i6TI9u`oR1L!0_AWW zGL&-~K4+qw%MFw>@L7LR&1oO>MZtwT!a0>{aD?-DC4y{(BgF-TqXvRGijok{Kcg4h zuFZGpdlJIoR2GPE7M32uaXINvjkD2+#&VEx7@d>J{Tcp;Hk)4x&1aiU6uSJEs?}S< z;xr*k;fMRjUzvvbQV;i6p{fT~IhqwWv5JrTAI(qca2`s{=^(|aYCEbOMKl)YRIf&J zj!tz`28)aCRL@9ts`j(}%d?1%J5w#{Vw`D61PEu!b;q3PPsPm8f3`myxkkCh=1t`( zh6;$wD5WQ{n?Z})`b)0v|C7k%zOO4P8(Ai1B{6-;CisnpHhZBb*gF$8kor5Ql#w`M z29MoOg!s^$Xosymcrj>*W?tC>%Riy+iW={F$;o*i_o@Z>vb+MMED~CP$>W~nPH_;@ zJOCclfH!L;frqz%L>qW`JAF?A4_wU!f`=uyP>)_S&b|<_K4qqfw#2hZSd&Q{9W5sf z*ZipM>W`i6DvB=tP}N#`8zUz7jaoA@NPbFxo`+I%a!Y|i+URQ!5RJt_q0=@wL!pyVG|g-l9SWuG zFBn7564!BJ7V&XNq(xo~B)WhI5Ri!LkU^pk2$M^PMCV>X@3!EwTGv5DC;W% z)nJ%qkzjed7=)leWrdUSRMm6zm7v-WJiVXUC*$ohQP}`b8}XFko@xaz9rDYclRVFs zxEwJTmXWBk+-i1lQ*`ePvU3G{>BYxRIE{o{q2g-5Ry2dxO^;`(eI8OrK-$ufSYWC(4x!sZlY z*hVI^*|{zrrwr(uj)h&i1ZuTZ@~UN-p_b$cR$@*${(w2v%xcz3!ko8)L>uP3oxUew zPChyc#GLP1Y8zHG5zFz4$4N>PG?d%f=<{hA=(E4g6dZbD5*7TYF6n1&fA=`sUlg0Z zTGi?uPul}8}bN7WIuZcE1n;vemXy;pD2J*50v`1`6>Osc_=lf z!xWUN&A;|`qOmxX`U^DYxMBCR3>Ft1rDiRo`zJEndDu^~*ofm*E&O8e>Ty?Tyvnu7 zFkO!nYmGyWZsCnzUIl(5d=udoZ#a@GP`g~}g?okSe5>jC`iY>{52wC@7~z|IXNt-O zPJPLa`MK(3xn7?SsvW{%WkfO6JLNG-_=-0)+sGh0(WUpdf_76BX?Lfls*_b1=~hcve!idIy$nV)#so*0zgyudzD`)WZXzi`?~zZzG`q{eNxlDH$SEC z%0sC+C#K*tZU42Kh{odZ*+Xc~5ubf7gT+P1XXpA)W;THKnJhly08LB37=ZSVM1a^( z}4r?NPB z!HsAp<$CkF6hp@ebBP`~z|#&X+bBmxib?NmeA8+>3%t7l@Tf-)RIT2wL#a7+qMZ3yrR@L9DZzUFs7wQ^6l;6)f)!O;y7> zZt7sGX5pTNkryw#U}1P>+05bWvAgBHW$fp^UxsH?%?4iniTvIhx>i00g!2r3k`Vo* zh5HpB;nu!HrBAIrO#j~+F(+)sq^=2>XjbMUga{UXZn8A2AMF+e^xN#m&+ZP!#`wEM zb9HP{b*drfVR+`C-pYCv_^(_qVNa{sn2z+suI&m|%^SQwbY`)4R4bfn<9(?r_Qn?O z#K5WjJLmX&`2WD>iM?gPw_kKm5LubhFHtmsGAmg!U`@Q1cD!)%Ow1AEskMJ$9j8OY zN1&2_<^=xI6m$efZ`e#?ZFFZRLiSVxPIKGUiFz2c=VvFH_4eAJjaRks=UjPGB>?2Z zTrA%I16|1G>76?vZ2U_zcCrzBal{C?5cJL&ZWggK7!lvj9yzsdqKuf&x)Z5Q);`aR{<%Y|5AvdNhL?UTwS5*-qMw*xyid&X+l1%MB%;EydPCPmYN@6#m%LrXN>C?^Ar2f;Kcf@ zi@%ef(r*_)smHqbSNSRZMIK7csWxR@tOsfB{X}DN>*CY5IIoLOMbR`HU-WhH=_%`C znieggt&hv1Ildm&k}hUF{8S=9tcSVk*kbIB!qR|0ACwT6uS}xr;S04#po=miGHTNK z6_ET5Xt#0|IEdo1WVgbX5Nm30U?$4=yh2n4pL)f$GtO40iI_A5V)9pLY3)zE zL5wG23c7O?y%~uJox=NX^u>A|Xz@DGV%eEjEOgYb#gaS)kTmJ$k2DovG&T0kT1gnK z2@-7>txew(Fq%+aaeMJgFWN7fPQIjKjI&SrFG`ty>}_VExfAX6bjU(8SGLj_Rk z0Rz92pVDvVq12qsQ(&MTx3$+3jm5#h!?!xaz(Y|q&BhlU2Brm(Cd{W6WOz^(8*yZ) zgyM~i5jID0X3?r!mO2q8m|Y5Hq>|n zeNRG-T*-aAhtauAQud8!NDHd{i2g~Fm>XrGqHNh@z1(gu)Xq8_G*zvH9drTOUc-m# z%phBitRX~otHx5oN*>Q4;>8zVB2F@!t>Jdq>A*LZ62!vfztUs<=>D*i&SF!Hx5*MGEs*($6@w`GY zYC~&L1C-*a8se$lO${(ldW)j$*nT}q1=)Vm)V#@?n)w83Osu=Yup&l_2^%d1hRxgZ zN6IE7C;Ee?|AVRYr>5q4AFAR~|AU7{5A8O}&JNxfIkfwDdM{r=6XmGpFm=>Ei;oZ$ z?`1|ES@#a3VI_Ove`t0-pWe~8;vMylYj@}7nypT$4d>ChsoU(}Ech;(y6#b(o0C

    statistical significance of the over-all TE

    - + +
    -
    -analyse_network(settings, data, targets='all', sources='all')[source]
    +
    +analyse_network(settings, data, targets='all', sources='all')[source]

    Find multivariate transfer entropy between all nodes in the network.

    Estimate multivariate transfer entropy (TE) between all nodes in the network or between selected sources and targets.

    @@ -1574,8 +1679,8 @@

    Submodules -
    -analyse_single_target(settings, data, target, sources='all')[source]
    +
    +analyse_single_target(settings, data, target, sources='all')[source]

    Find multivariate transfer entropy between sources and a target.

    Find multivariate transfer entropy (TE) between all source processes and the target process. Uses multivariate, non-uniform embedding found @@ -1683,8 +1788,8 @@

    Submodules -
    -getit()[source]
    +
    +getit()[source]

    @@ -1701,8 +1806,8 @@

    Submodules -
    -class idtxl.multivariate_mi.MultivariateMI[source]
    +
    +class idtxl.multivariate_mi.MultivariateMI[source]

    Bases: idtxl.network_inference.NetworkInferenceMI, idtxl.network_inference.NetworkInferenceMultivariate

    Perform network inference using multivariate mutual information.

    Perform network inference using multivariate mutual information (MI). To @@ -1750,8 +1855,8 @@

    Submodules -
    -analyse_network(settings, data, targets='all', sources='all')[source]
    +
    +analyse_network(settings, data, targets='all', sources='all')[source]

    Find multivariate mutual information between nodes in the network.

    Estimate multivariate mutual information (MI) between all nodes in the network or between selected sources and targets.

    @@ -1819,8 +1924,8 @@

    Submodules -
    -analyse_single_target(settings, data, target, sources='all')[source]
    +
    +analyse_single_target(settings, data, target, sources='all')[source]

    Find multivariate mutual information between sources and a target.

    Find multivariate mutual information (MI) between all source processes and the target process. Uses multivariate, non-uniform embedding found @@ -1942,8 +2047,8 @@

    Submodules -
    -class idtxl.multivariate_pid.MultivariatePID[source]
    +
    +class idtxl.multivariate_pid.MultivariatePID[source]

    Bases: idtxl.single_process_analysis.SingleProcessAnalysis

    Perform partial information decomposition for individual processes.

    Perform partial information decomposition (PID) for multiple source @@ -1975,8 +2080,8 @@

    Submodules -
    -analyse_network(settings, data, targets, sources)[source]
    +
    +analyse_network(settings, data, targets, sources)[source]

    Estimate partial information decomposition for network nodes.

    Estimate, for multiple nodes (target processes), the partial information decomposition (PID) for multiple source processes @@ -2040,8 +2145,8 @@

    Submodules -
    -analyse_single_target(settings, data, target, sources)[source]
    +
    +analyse_single_target(settings, data, target, sources)[source]

    Estimate partial information decomposition for a network node.

    Estimate partial information decomposition (PID) for multiple source processes (up to 4 sources) and a target process in the network.

    @@ -2113,8 +2218,8 @@

    Submodules -
    -class idtxl.active_information_storage.ActiveInformationStorage[source]
    +
    +class idtxl.active_information_storage.ActiveInformationStorage[source]

    Bases: idtxl.single_process_analysis.SingleProcessAnalysis

    Estimate active information storage in individual processes.

    Estimate active information storage (AIS) in individual processes of the @@ -2157,8 +2262,8 @@

    Submodules -
    -analyse_network(settings, data, processes='all')[source]
    +
    +analyse_network(settings, data, processes='all')[source]

    Estimate active information storage for multiple network processes.

    Estimate active information storage for all or a subset of processes in the network.

    @@ -2216,8 +2321,8 @@

    Submodules -
    -analyse_single_process(settings, data, process)[source]
    +
    +analyse_single_process(settings, data, process)[source]

    Estimate active information storage for a single process.

    Estimate active information storage for one process in the network. Uses non-uniform embedding found through information maximisation. This @@ -2294,8 +2399,8 @@

    Submodules

    idtxl.embedding_optimization_ais_Rudelt module

    Optimization of embedding parameters of spike times using the history dependence estimators

    -
    -class idtxl.embedding_optimization_ais_Rudelt.OptimizationRudelt(settings=None)[source]
    +
    +class idtxl.embedding_optimization_ais_Rudelt.OptimizationRudelt(settings=None)[source]

    Bases: object

    Optimization of embedding parameters of spike times using the history dependence estimators

    References:

    @@ -2484,21 +2589,21 @@

    Submodules -
    -analyse_auto_MI(spike_times)[source]
    +
    +analyse_auto_MI(spike_times)[source]

    Get the auto MI for the spike times. If it is available from file, load it, else compute it.

    -
    -check_inputs()[source]
    +
    +check_inputs()[source]

    Check input settings for completeness

    -
    -compute_CIs(data, target_R='R_max', symbol_block_length=None)[source]
    +
    +compute_CIs(data, target_R='R_max', symbol_block_length=None)[source]

    Compute bootstrap replications of the history dependence estimate which can be used to obtain confidence intervals.

    @@ -2526,61 +2631,61 @@

    Submodules -
    -get_R_tot(return_averaged_R=False, **kwargs)[source]
    +
    +get_R_tot(return_averaged_R=False, **kwargs)[source]

    -
    -get_auto_MI(spike_times, bin_size, number_of_delays)[source]
    +
    +get_auto_MI(spike_times, bin_size, number_of_delays)[source]

    Compute the auto mutual information in the neuron’s activity, a measure closely related to history dependence.

    -
    -get_bootstrap_history_dependence(data, embedding, number_of_bootstraps, symbol_block_length=None)[source]
    +
    +get_bootstrap_history_dependence(data, embedding, number_of_bootstraps, symbol_block_length=None)[source]

    For a given embedding, return bootstrap replications for R.

    -
    -get_embeddings(embedding_past_range_set, embedding_number_of_bins_set, embedding_scaling_exponent_set)[source]
    +
    +get_embeddings(embedding_past_range_set, embedding_number_of_bins_set, embedding_scaling_exponent_set)[source]

    Get all combinations of parameters T, d, k, based on the sets of selected parameters.

    -
    -get_embeddings_that_maximise_R(bbc_tolerance=None, dependent_var='T', get_as_list=False)[source]
    +
    +get_embeddings_that_maximise_R(bbc_tolerance=None, dependent_var='T', get_as_list=False)[source]

    For each T (or d), get the embedding for which R is maximised.

    For the bbc estimator, here the bbc_tolerance is applied, ie get the unbiased embeddings that maximise R.

    -
    -get_history_dependence(data, process)[source]
    +
    +get_history_dependence(data, process)[source]

    Estimate the history dependence for each embedding to all given processes.

    -
    -get_information_timescale_tau_R()[source]
    +
    +get_information_timescale_tau_R()[source]

    Get the information timescale tau_R, a characteristic timescale of history dependence similar to an autocorrelation time.

    -
    -get_past_range(number_of_bins_d, first_bin_size, scaling_k)[source]
    +
    +get_past_range(number_of_bins_d, first_bin_size, scaling_k)[source]

    Get the past range T of the embedding, based on the parameters d, tau_1 and k.

    -
    -get_set_of_scalings(past_range_T, number_of_bins_d, number_of_scalings, min_first_bin_size, min_step_for_scaling)[source]
    +
    +get_set_of_scalings(past_range_T, number_of_bins_d, number_of_scalings, min_first_bin_size, min_step_for_scaling)[source]

    Get scaling exponents such that the uniform embedding as well as the embedding for which the first bin has a length of min_first_bin_size (in seconds), as well as linearly spaced @@ -2589,8 +2694,8 @@

    Submodules -
    -get_temporal_depth_T_D(get_R_thresh=False)[source]
    +
    +get_temporal_depth_T_D(get_R_thresh=False)[source]

    Get the temporal depth T_D, the past range for the ‘optimal’ embedding parameters.

    Given the maximal history dependence R at each past range T, @@ -2601,8 +2706,8 @@

    Submodules -
    -optimize(data, processes='all')[source]
    +
    +optimize(data, processes='all')[source]

    Optimize the embedding parameters of spike time data using the Rudelt history dependence estimator.

    References:

    @@ -2642,8 +2747,8 @@

    Submodules -
    -optimize_single_run(data, process)[source]
    +
    +optimize_single_run(data, process)[source]

    optimizes a single realisation of spike time data given the process number

    Args:
    @@ -2698,8 +2803,8 @@

    Submodules -
    -remove_subresults_single_process()[source]
    +
    +remove_subresults_single_process()[source]

    delete results from self from single process

    @@ -2710,8 +2815,8 @@

    Submodules

    idtxl.estimators_Rudelt module

    Provide HDE estimators.

    -
    -class idtxl.estimators_Rudelt.RudeltAbstractEstimator(settings=None)[source]
    +
    +class idtxl.estimators_Rudelt.RudeltAbstractEstimator(settings=None)[source]

    Bases: idtxl.estimator.Estimator

    Abstract class for implementation of nsb and plugin estimators from Rudelt.

    Abstract class for implementation of nsb and plugin estimators, child classes @@ -2755,16 +2860,16 @@

    Submodules -
    -get_median_number_of_spikes_per_bin(raw_symbols)[source]
    +
    +get_median_number_of_spikes_per_bin(raw_symbols)[source]

    Given raw symbols (in which the number of spikes per bin are counted, ie not necessarily binary quantity), get the median number of spikes for each bin, among all symbols obtained by the embedding.

    -
    -get_multiplicities(symbol_counts, alphabet_size)[source]
    +
    +get_multiplicities(symbol_counts, alphabet_size)[source]

    Get the multiplicities of some given symbol counts.

    To estimate the entropy of a system, it is only important how often a symbol/ event occurs (the probability that it occurs), not @@ -2774,28 +2879,28 @@

    Submodules -
    -get_past_range(number_of_bins_d, first_bin_size, scaling_k)[source]
    +
    +get_past_range(number_of_bins_d, first_bin_size, scaling_k)[source]

    Get the past range T of the embedding, based on the parameters d, tau_1 and k.

    -
    -get_raw_symbols(spike_times, embedding, first_bin_size)[source]
    +
    +get_raw_symbols(spike_times, embedding, first_bin_size)[source]

    Get the raw symbols (in which the number of spikes per bin are counted, ie not necessarily binary quantity), as obtained by applying the embedding.

    -
    -get_symbol_counts(symbol_array)[source]
    +
    +get_symbol_counts(symbol_array)[source]

    Count how often symbols occur

    -
    -get_window_delimiters(number_of_bins_d, scaling_k, first_bin_size)[source]
    +
    +get_window_delimiters(number_of_bins_d, scaling_k, first_bin_size)[source]

    Get delimiters of the window, used to describe the embedding. The window includes both the past embedding and the response.

    The delimiters are times, relative to the first bin, that separate @@ -2803,8 +2908,8 @@

    Submodules -
    -is_analytic_null_estimator()[source]
    +
    +is_analytic_null_estimator()[source]

    Indicate if estimator supports analytic surrogates.

    Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

    @@ -2815,8 +2920,8 @@

    Submodules -
    -is_parallel()[source]
    +
    +is_parallel()[source]

    Indicate if estimator supports parallel estimation over chunks.

    Return true if the supports parallel estimation over chunks, where a chunk is one independent data set.

    @@ -2827,16 +2932,16 @@

    Submodules -
    -symbol_array_to_binary(spikes_in_window, number_of_bins_d)[source]
    +
    +symbol_array_to_binary(spikes_in_window, number_of_bins_d)[source]

    Given an array of 1s and 0s, representing spikes and the absence thereof, read the array as a binary number to obtain a (base 10) integer.

    -
    -symbol_binary_to_array(symbol_binary, number_of_bins_d)[source]
    +
    +symbol_binary_to_array(symbol_binary, number_of_bins_d)[source]

    Given a binary representation of a symbol (cf symbol_array_to_binary), convert it back into its array-representation.

    @@ -2844,8 +2949,8 @@

    Submodules -
    -class idtxl.estimators_Rudelt.RudeltAbstractNSBEstimator(settings=None)[source]
    +
    +class idtxl.estimators_Rudelt.RudeltAbstractNSBEstimator(settings=None)[source]

    Bases: idtxl.estimators_Rudelt.RudeltAbstractEstimator

    Abstract class for implementation of NSB estimators from Rudelt.

    Abstract class for implementation of Nemenman-Shafee-Bialek (NSB) @@ -2893,67 +2998,67 @@

    Submodules -
    -H1(beta, mk, K, N)[source]
    +
    +H1(beta, mk, K, N)[source]

    Compute the first moment (expectation value) of the entropy H.

    H is the entropy one obtains with a symmetric Dirichlet prior with concentration parameter beta and a multinomial likelihood.

    -
    -alpha_ML(mk, K1, N)[source]
    +
    +alpha_ML(mk, K1, N)[source]

    Compute first guess for the beta_MAP (cf get_beta_MAP) parameter via the posterior of a Dirichlet process.

    -
    -d2_log_rho(beta, mk, K, N)[source]
    +
    +d2_log_rho(beta, mk, K, N)[source]

    Second derivate of the logarithm of the Dirichlet multinomial likelihood.

    -
    -d2_log_rho_xi(beta, mk, K, N)[source]
    +
    +d2_log_rho_xi(beta, mk, K, N)[source]

    Second derivative of the logarithm of the nsb (unnormalized) posterior.

    -
    -d2_xi(beta, K)[source]
    +
    +d2_xi(beta, K)[source]

    Second derivative of xi(beta) (cf d_xi).

    -
    -d3_xi(beta, K)[source]
    +
    +d3_xi(beta, K)[source]

    Third derivative of xi(beta) (cf d_xi).

    -
    -d_log_rho(beta, mk, K, N)[source]
    +
    +d_log_rho(beta, mk, K, N)[source]

    First derivate of the logarithm of the Dirichlet multinomial likelihood.

    -
    -d_log_rho_xi(beta, mk, K, N)[source]
    +
    +d_log_rho_xi(beta, mk, K, N)[source]

    First derivative of the logarithm of the nsb (unnormalized) posterior.

    -
    -d_xi(beta, K)[source]
    +
    +d_xi(beta, K)[source]

    First derivative of xi(beta).

    xi(beta) is the entropy of the system when no data has been observed. d_xi is the prior for the nsb estimator

    -
    -get_beta_MAP(mk, K, N)[source]
    +
    +get_beta_MAP(mk, K, N)[source]

    Get the maximum a posteriori (MAP) value for beta.

    Provides the location of the peak, around which we integrate.

    beta_MAP is the value for beta for which the posterior of the @@ -2962,8 +3067,8 @@

    Submodules -
    -get_integration_bounds(mk, K, N)[source]
    +
    +get_integration_bounds(mk, K, N)[source]

    Find the integration bounds for the estimator.

    Typically it is a delta-like distribution so it is sufficient to integrate around this peak. (If not this function is not @@ -2971,17 +3076,17 @@

    Submodules -
    -log_likelihood_DP_alpha(a, K1, N)[source]
    +
    +log_likelihood_DP_alpha(a, K1, N)[source]

    Alpha-dependent terms of the log-likelihood of a Dirichlet Process.

    -
    -nsb_entropy(mk, K, N)[source]
    +
    +nsb_entropy(mk, K, N)[source]

    Estimate the entropy of a system using the NSB estimator.

    -
    Parameters:
    +
    Parameters

    • mk – multiplicities

    • K – number of possible symbols/ state space of the system

      • @@ -2992,16 +3097,16 @@

      Submodules -
      -rho(beta, mk, K, N)[source]
      +
      +rho(beta, mk, K, N)[source]

      rho(beta, data) is the Dirichlet multinomial likelihood.

      rho(beta, data) together with the d_xi(beta) make up the posterior for the nsb estimator

    -
    -unnormalized_posterior(beta, mk, K, N)[source]
    +
    +unnormalized_posterior(beta, mk, K, N)[source]

    The (unnormalized) posterior in the nsb estimator.

    Product of the likelihood rho and the prior d_xi; the normalizing factor is given by the marginal likelihood

    @@ -3010,8 +3115,8 @@

    Submodules -
    -class idtxl.estimators_Rudelt.RudeltBBCEstimator(settings=None)[source]
    +
    +class idtxl.estimators_Rudelt.RudeltBBCEstimator(settings=None)[source]

    Bases: idtxl.estimators_Rudelt.RudeltAbstractEstimator

    Bayesian bias criterion (BBC) Estimator using NSB and Plugin estimator

    Calculate the mutual information (MI) of one variable depending on its past @@ -3047,11 +3152,11 @@

    Submodules -
    -bayesian_bias_criterion(R_nsb, R_plugin, bbc_tolerance)[source]
    +
    +bayesian_bias_criterion(R_nsb, R_plugin, bbc_tolerance)[source]

    Get whether the Bayesian bias criterion (bbc) is passed.

    -
    Parameters:
    +
    Parameters

    • R_nsb – history dependence computed with NSB estimator

    • R_plugin – history dependence computed with plugin estimator

      • @@ -3062,8 +3167,8 @@

      Submodules -
      -estimate(symbol_array, past_symbol_array, current_symbol_array, bbc_tolerance=None)[source]
      +
      +estimate(symbol_array, past_symbol_array, current_symbol_array, bbc_tolerance=None)[source]

      Calculate the mutual information (MI) of one variable depending on its past using nsb and plugin estimator and check if bias criterion is passed/

      @@ -3093,12 +3198,12 @@

      Submodules -
      -get_bbc_term(R_nsb, R_plugin)[source]
      +
      +get_bbc_term(R_nsb, R_plugin)[source]

      Get the bbc tolerance-independent term of the Bayesian bias criterion (bbc).

      -
      Parameters:
      +
      Parameters
      -
      -class idtxl.estimators_multivariate_pid.SxPID(settings)[source]
      +
      +class idtxl.estimators_multivariate_pid.SxPID(settings)[source]

      Bases: idtxl.estimator.Estimator

      Estimate partial information decomposition for multiple inputs.

      Implementation of the multivariate partial information decomposition (PID) @@ -4967,8 +5173,8 @@

      Submodules -
      -estimate(s, t)[source]
      +
      +estimate(s, t)[source]
      Args:
      slist of numpy arrays

      1D arrays containing realizations of a discrete random variable

      @@ -4995,8 +5201,8 @@

      Submodules -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -5007,8 +5213,8 @@

      Submodules -
      -is_parallel()[source]
      +
      +is_parallel()[source]

      Indicate if estimator supports parallel estimation over chunks.

      Return true if the supports parallel estimation over chunks, where a chunk is one independent data set.

      @@ -5029,8 +5235,8 @@

      Submoduleshttp://doi.org/10.3390/e16042161

      -
      -class idtxl.estimators_pid.SydneyPID(settings)[source]
      +
      +class idtxl.estimators_pid.SydneyPID(settings)[source]

      Bases: idtxl.estimator.Estimator

      Estimate partial information decomposition of discrete variables.

      Fast implementation of the BROJA partial information decomposition (PID) @@ -5090,8 +5296,8 @@

      Submodules -
      -estimate(s1, s2, t)[source]
      +
      +estimate(s1, s2, t)[source]
      Args:
      s1numpy array

      1D array containing realizations of a discrete random variable

      @@ -5112,8 +5318,8 @@

      Submodules -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -5124,8 +5330,8 @@

      Submodules -
      -is_parallel()[source]
      +
      +is_parallel()[source]

      Indicate if estimator supports parallel estimation over chunks.

      Return true if the supports parallel estimation over chunks, where a chunk is one independent data set.

      @@ -5138,8 +5344,8 @@

      Submodules -
      -class idtxl.estimators_pid.TartuPID(settings)[source]
      +
      +class idtxl.estimators_pid.TartuPID(settings)[source]

      Bases: idtxl.estimator.Estimator

      Estimate partial information decomposition for two inputs and one output

      Implementation of the partial information decomposition (PID) estimator for @@ -5172,8 +5378,8 @@

      Submodules -
      -estimate(s1, s2, t)[source]
      +
      +estimate(s1, s2, t)[source]
      Args:
      s1numpy array

      1D array containing realizations of a discrete random variable

      @@ -5193,8 +5399,8 @@

      Submodules -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -5205,8 +5411,8 @@

      Submodules -
      -is_parallel()[source]
      +
      +is_parallel()[source]

      Indicate if estimator supports parallel estimation over chunks.

      Return true if the supports parallel estimation over chunks, where a chunk is one independent data set.

      @@ -5223,8 +5429,8 @@

      Submodules

      idtxl.idtxl_exceptions module

      Provide error handling and warnings.

      -
      -exception idtxl.idtxl_exceptions.AlgorithmExhaustedError(message)[source]
      +
      +exception idtxl.idtxl_exceptions.AlgorithmExhaustedError(message)[source]

      Bases: Exception

      Exception raised to signal that the estimators can no longer be used for this particular target (e.g. because of memory errors in high @@ -5236,14 +5442,14 @@

      Submodules -
      -exception idtxl.idtxl_exceptions.BROJA_2PID_Exception[source]
      +
      +exception idtxl.idtxl_exceptions.BROJA_2PID_Exception[source]

      Bases: Exception

      -
      -exception idtxl.idtxl_exceptions.JidtOutOfMemoryError(message)[source]
      +
      +exception idtxl.idtxl_exceptions.JidtOutOfMemoryError(message)[source]

      Bases: idtxl.idtxl_exceptions.AlgorithmExhaustedError

      Exception raised to signal a Java OutOfMemoryException.

      It is a child class of AlgorithmExhaustedError.

      @@ -5254,8 +5460,8 @@

      Submodules -
      -idtxl.idtxl_exceptions.package_missing(err, message)[source]
      +
      +idtxl.idtxl_exceptions.package_missing(err, message)[source]

      Report a missing optional package upon import.

      @@ -5266,8 +5472,8 @@

      Submodules -
      -idtxl.idtxl_io.export_brain_net_viewer(adjacency_matrix, mni_coord, file_name, **kwargs)[source]
      +
      +idtxl.idtxl_io.export_brain_net_viewer(adjacency_matrix, mni_coord, file_name, **kwargs)[source]

      Export network to BrainNet Viewer.

      Export networks to BrainNet Viewer (project home page: http://www.nitrc.org/projects/bnv/). BrainNet Viewer is a MATLAB @@ -5308,8 +5514,8 @@

      Submodules -
      -idtxl.idtxl_io.export_networkx_graph(adjacency_matrix, weights)[source]
      +
      +idtxl.idtxl_io.export_networkx_graph(adjacency_matrix, weights)[source]

      Export networkx graph object for an inferred network.

      Export a weighted, directed graph object from the network of inferred (multivariate) interactions (e.g., multivariate TE), using the networkx @@ -5333,8 +5539,8 @@

      Submodules -
      -idtxl.idtxl_io.export_networkx_source_graph(results, target, sign_sources=True, fdr=True)[source]
      +
      +idtxl.idtxl_io.export_networkx_source_graph(results, target, sign_sources=True, fdr=True)[source]

      Export graph object of source variables for a single target.

      Export graph object from the network of (multivariate) interactions (e.g., multivariate TE) between single source variables and a target process using @@ -5364,8 +5570,8 @@

      Submodules -
      -idtxl.idtxl_io.import_fieldtrip(file_name, ft_struct_name, file_version, normalise=True)[source]
      +
      +idtxl.idtxl_io.import_fieldtrip(file_name, ft_struct_name, file_version, normalise=True)[source]

      Convert FieldTrip-style MATLAB-file into an IDTxl Data object.

      Import a MATLAB structure with fields “trial” (data), “label” (channel labels), “time” (time stamps for data samples), and “fsample” (sampling @@ -5405,8 +5611,8 @@

      Submodules -
      -idtxl.idtxl_io.import_matarray(file_name, array_name, file_version, dim_order, normalise=True)[source]
      +
      +idtxl.idtxl_io.import_matarray(file_name, array_name, file_version, dim_order, normalise=True)[source]

      Read Matlab hdf5 file into IDTxl.

      reads a matlab hdf5 file (“-v7.3’ or higher, .mat) or non-hdf5 files with a SINGLE array inside and returns an IDTxl Data() object.

      @@ -5444,8 +5650,8 @@

      Submodules -
      -idtxl.idtxl_io.load_json(file_path)[source]
      +
      +idtxl.idtxl_io.load_json(file_path)[source]

      Load dictionary saved as JSON file from disk.

      Args:
      @@ -5463,14 +5669,14 @@

      Submodules -
      -idtxl.idtxl_io.load_pickle(name)[source]
      +
      +idtxl.idtxl_io.load_pickle(name)[source]

      Load objects that have been saved using Python’s pickle module.

      -
      -idtxl.idtxl_io.save_json(d, file_path)[source]
      +
      +idtxl.idtxl_io.save_json(d, file_path)[source]

      Save dictionary to disk as JSON file.

      Writes dictionary to disk at the specified file path.

      @@ -5487,8 +5693,8 @@

      Submodules -
      -idtxl.idtxl_io.save_pickle(obj, name)[source]
      +
      +idtxl.idtxl_io.save_pickle(obj, name)[source]

      Save objects using Python’s pickle module.

      Note:

      pickle.HIGHEST_PROTOCOL is a binary format, which may be inconvenient, @@ -5502,26 +5708,26 @@

      Submodules

      idtxl.idtxl_utils module

      Provide IDTxl utility functions.

      -
      -idtxl.idtxl_utils.argsort_descending(a)[source]
      +
      +idtxl.idtxl_utils.argsort_descending(a)[source]

      Sort array in descending order and return sortind indices.

      -
      -idtxl.idtxl_utils.autocorrelation(x)[source]
      +
      +idtxl.idtxl_utils.autocorrelation(x)[source]

      Calculate autocorrelation of a vector.

      -
      -idtxl.idtxl_utils.calculate_mi(corr)[source]
      +
      +idtxl.idtxl_utils.calculate_mi(corr)[source]

      Calculate mutual information from correlation coefficient.

      -
      -idtxl.idtxl_utils.combine_discrete_dimensions(a, numBins)[source]
      +
      +idtxl.idtxl_utils.combine_discrete_dimensions(a, numBins)[source]

      Combine multi-dimensional discrete variable into a single dimension.

      Combine all dimensions for a discrete variable down into a single dimensional value for each sample. This is done basically by multiplying @@ -5547,8 +5753,8 @@

      Submodules -
      -idtxl.idtxl_utils.conflicting_entries(dict_1, dict_2)[source]
      +
      +idtxl.idtxl_utils.conflicting_entries(dict_1, dict_2)[source]

      Test two dictionaries for unequal entries.

      Note that only keys that are present in both dicts are compared. If one dictionary contains an entry not present in the other dictionary, the @@ -5556,8 +5762,8 @@

      Submodules -
      -idtxl.idtxl_utils.discretise(a, numBins)[source]
      +
      +idtxl.idtxl_utils.discretise(a, numBins)[source]

      Discretise continuous data.

      Discretise continuous data into discrete values (with 0 as lowest) by evenly partitioning the range of the data, one dimension at a time. @@ -5581,8 +5787,8 @@

      Submodules -
      -idtxl.idtxl_utils.discretise_max_ent(a, numBins)[source]
      +
      +idtxl.idtxl_utils.discretise_max_ent(a, numBins)[source]

      Discretise continuous data using maximum entropy partitioning.

      Discretise continuous data into discrete values (with 0 as lowest) by making a maximum entropy partitioning, one dimension at a time. Adapted @@ -5606,20 +5812,20 @@

      Submodules -
      -idtxl.idtxl_utils.equal_dicts(dict_1, dict_2)[source]
      +
      +idtxl.idtxl_utils.equal_dicts(dict_1, dict_2)[source]

      Test two dictionaries for equality.

      -
      -idtxl.idtxl_utils.print_dict(d, indent=4)[source]
      +
      +idtxl.idtxl_utils.print_dict(d, indent=4)[source]

      Use Python’s pretty printer to print dictionaries to the console.

      -
      -idtxl.idtxl_utils.remove_column(a, j)[source]
      +
      +idtxl.idtxl_utils.remove_column(a, j)[source]

      Remove a column from a numpy array.

      This is faster than logical indexing (‘25 times faster’), because it does not make copies, see @@ -5636,8 +5842,8 @@

      Submodules -
      -idtxl.idtxl_utils.remove_row(a, i)[source]
      +
      +idtxl.idtxl_utils.remove_row(a, i)[source]

      Remove a row from a numpy array.

      This is faster than logical indexing (‘25 times faster’), because it does not make copies, see @@ -5654,8 +5860,8 @@

      Submodules -
      -idtxl.idtxl_utils.separate_arrays(idx_all, idx_single, a)[source]
      +
      +idtxl.idtxl_utils.separate_arrays(idx_all, idx_single, a)[source]

      Separate a single column from all other columns in a 2D-array.

      Return the separated single column and the remaining columns of a 2D- array.

      @@ -5682,14 +5888,14 @@

      Submodules -
      -idtxl.idtxl_utils.sort_descending(a)[source]
      +
      +idtxl.idtxl_utils.sort_descending(a)[source]

      Sort array in descending order.

      -
      -idtxl.idtxl_utils.standardise(a, dimension=0, df=1)[source]
      +
      +idtxl.idtxl_utils.standardise(a, dimension=0, df=1)[source]

      Z-standardise a numpy array along a given dimension.

      Standardise array along the axis defined in dimension using the denominator (N - df) for the calculation of the standard deviation.

      @@ -5712,8 +5918,8 @@

      Submodules -
      -idtxl.idtxl_utils.swap_chars(s, i_1, i_2)[source]
      +
      +idtxl.idtxl_utils.swap_chars(s, i_1, i_2)[source]

      Swap to characters in a string.

      Example:
      >>> print(swap_chars('heLlotHere', 2, 6))
@@ -5724,50 +5930,67 @@ 
      Submodules
+
      
+class idtxl.idtxl_utils.timeout(timeout_duration, exception_message='Timeout')[source]
      
+
      Bases: object
      
+
      Context manager for a timeout using threading module.
+args:
      
+
      
+
      timeout_duration: float, number of seconds to wait before timeout is triggered
+exception_message: string, message to put in the exception
      
+
      
+
      
+
      
+timeout_handler()[source]
      
+
      
+
+
      +

      idtxl.network_analysis module

      Parent class for network inference and network comparison.

      -
      -class idtxl.network_analysis.NetworkAnalysis[source]
      +
      +class idtxl.network_analysis.NetworkAnalysis[source]

      Bases: object

      Provide an analysis setup for network inference or comparison.

      The class provides routines to check user input and set defaults.

      -
      -
      -property current_value
      +
      +
      +property current_value

      Get index of the current_value.

      -
      -resume_checkpoint(file_path)[source]
      +
      +resume_checkpoint(file_path)[source]

      Resume analysis from a checkpoint saved to disk.

      Args:
      -
      file_pathstr

      path to checkpoint file (excluding extension: *.ckp)

      +
      file_pathstr

      path to checkpoint file (excluding extension: *.ckp)

      -
      -
      -property selected_vars_full
      +
      +
      +property selected_vars_full

      List of indices of the full conditional set.

      -
      -
      -property selected_vars_sources
      +
      +
      +property selected_vars_sources

      List of indices of source samples in the conditional set.

      -
      -
      -property selected_vars_target
      +
      +
      +property selected_vars_target

      List of indices of target samples in the conditional set.

      @@ -5778,8 +6001,8 @@

      Submodules

      idtxl.network_inference module

      Parent class for all network inference.

      -
      -class idtxl.network_inference.NetworkInference[source]
      +
      +class idtxl.network_inference.NetworkInference[source]

      Bases: idtxl.network_analysis.NetworkAnalysis

      Parent class for network inference algorithms.

      Hold variables that are relevant for network inference using for example @@ -5805,29 +6028,29 @@

      Submodules -
      -class idtxl.network_inference.NetworkInferenceBivariate[source]
      +
      +class idtxl.network_inference.NetworkInferenceBivariate[source]

      Bases: idtxl.network_inference.NetworkInference

      Parent class for bivariate network inference algorithms.

      -
      -class idtxl.network_inference.NetworkInferenceMI[source]
      +
      +class idtxl.network_inference.NetworkInferenceMI[source]

      Bases: idtxl.network_inference.NetworkInference

      Parent class for mutual information network inference algorithms.

      -
      -class idtxl.network_inference.NetworkInferenceMultivariate[source]
      +
      +class idtxl.network_inference.NetworkInferenceMultivariate[source]

      Bases: idtxl.network_inference.NetworkInference

      Parent class for multivariate network inference algorithms.

      -
      -class idtxl.network_inference.NetworkInferenceTE[source]
      +
      +class idtxl.network_inference.NetworkInferenceTE[source]

      Bases: idtxl.network_inference.NetworkInference

      Parent class for transfer entropy network inference algorithms.

      @@ -5837,8 +6060,8 @@

      Submodules

      idtxl.single_process_analysis module

      Parent class for analysis of single processes in the network.

      -
      -class idtxl.single_process_analysis.SingleProcessAnalysis[source]
      +
      +class idtxl.single_process_analysis.SingleProcessAnalysis[source]

      Bases: idtxl.network_analysis.NetworkAnalysis

      @@ -5847,14 +6070,19 @@

      Submodules

      idtxl.network_comparison module

      Perform inference statistics on groups of data.

      -
      -class idtxl.network_comparison.NetworkComparison[source]
      +
      +class idtxl.network_comparison.NetworkComparison[source]

      Bases: idtxl.network_analysis.NetworkAnalysis

      Set up network comparison between two experimental conditions.

      The class provides methods for the comparison of networks inferred from data recorded under two experimental conditions A and B. Four statistical tests are implemented:

      +++++ @@ -5889,8 +6117,8 @@

      Submodules - +

      Calculate the information transfer for whole links into a target.

      Calculate the information transfer for whole links as the joint information transfer from all variables selected for a single source @@ -5920,8 +6148,8 @@

      Submodules -
      -compare_between(settings, network_set_a, network_set_b, data_set_a, data_set_b)[source]
      +
      +compare_between(settings, network_set_a, network_set_b, data_set_a, data_set_b)[source]

      Compare networks inferred under two conditions between subjects.

      Compare two sets of networks inferred from two sets of data recorded under different experimental conditions within multiple subjects, i.e., @@ -5954,8 +6182,8 @@

      Submodules - +

      Compare two links within the same network.

      Compare two links within the same network. Check if information transfer is different from information transfer in a second link.

      @@ -6004,8 +6232,8 @@

      Submodules -
      -compare_within(settings, network_a, network_b, data_a, data_b)[source]
      +
      +compare_within(settings, network_a, network_b, data_a, data_b)[source]

      Compare networks inferred under two conditions within one subject.

      Compare two networks inferred from data recorded under two different experimental conditions within one subject (units of observations are @@ -6059,25 +6287,25 @@

      Submodules

      idtxl.results module

      Provide results class for IDTxl network analysis.

      -
      -class idtxl.results.AdjacencyMatrix(n_nodes, weight_type)[source]
      +
      +class idtxl.results.AdjacencyMatrix(n_nodes, weight_type)[source]

      Bases: object

      Adjacency matrix representing inferred networks.

      -
      -add_edge(i, j, weight)[source]
      +
      +add_edge(i, j, weight)[source]

      Add weighted edge (i, j) to adjacency matrix.

      -
      -add_edge_list(i_list, j_list, weights)[source]
      +
      +add_edge_list(i_list, j_list, weights)[source]

      Add multiple weighted edges (i, j) to adjacency matrix.

      -
      -get_edge_list()[source]
      +
      +get_edge_list()[source]

      Return list of weighted edges.

      Returns
      @@ -6089,27 +6317,27 @@

      Submodules -
      -n_edges()[source]
      +
      +n_edges()[source]

      -
      -n_nodes()[source]
      +
      +n_nodes()[source]

      Return number of nodes.

      -
      -print_matrix()[source]
      +
      +print_matrix()[source]

      Print weight and edge matrix.

      -
      -class idtxl.results.DotDict[source]
      +
      +class idtxl.results.DotDict[source]

      Bases: dict

      Dictionary with dot-notation access to values.

      Provides the same functionality as a regular dict, but also allows @@ -6126,8 +6354,8 @@

      Submodules -
      -class idtxl.results.Results(n_nodes, n_realisations, normalised)[source]
      +
      +class idtxl.results.Results(n_nodes, n_realisations, normalised)[source]

      Bases: object

      Parent class for results of network analysis algorithms.

      Provide a container for results of network analysis algorithms, e.g., @@ -6154,8 +6382,8 @@

      Submodules -
      -combine_results(*results)[source]
      +
      +combine_results(*results)[source]

      Combine multiple (partial) results objects.

      Combine a list of partial network analysis results into a single results object (e.g., results from analysis parallelized over @@ -6187,8 +6415,8 @@

      Submodules -
      -class idtxl.results.ResultsMultivariatePID(n_nodes, n_realisations, normalised)[source]
      +
      +class idtxl.results.ResultsMultivariatePID(n_nodes, n_realisations, normalised)[source]

      Bases: idtxl.results.ResultsNetworkAnalysis

      Store results of Multivariate Partial Information Decomposition (PID) analysis.

      @@ -6229,8 +6457,8 @@

      Submodules -
      -get_single_target(target)[source]
      +
      +get_single_target(target)[source]

      Return results for a single target in the network.

      Results for single targets include for each target

      ++++++++ @@ -243,6 +251,15 @@

      The Data Class +

      ++++++++ @@ -287,20 +304,20 @@

      The Data Class -
      -get_seed()[source]
      +
      +get_seed()[source]

      return the initial seed of the data

      -
      -get_state()[source]
      +
      +get_state()[source]

      return the current state of the random seed

      -
      -n_realisations(current_value=None)[source]
      +
      +n_realisations(current_value=None)[source]

      Number of realisations over samples and replications.

      Args:
      @@ -316,14 +333,14 @@

      The Data Class -
      -n_realisations_repl()[source]
      +
      +n_realisations_repl()[source]

      Number of realisations over replications.

      -
      -n_realisations_samples(current_value=None)[source]
      +
      +n_realisations_samples(current_value=None)[source]

      Number of realisations over samples.

      Args:
      @@ -338,8 +355,8 @@

      The Data Class -
      -permute_replications(current_value, idx_list)[source]
      +
      +permute_replications(current_value, idx_list)[source]

      Return realisations with permuted replications (time stays intact).

      Create surrogate data by permuting realisations over replications while keeping the temporal structure (order of samples) intact. Return @@ -348,6 +365,15 @@

      The Data Class +

      ++++++++ @@ -369,6 +395,15 @@

      The Data Class +

      ++++++++ @@ -410,8 +445,8 @@

      The Data Class -
      -permute_samples(current_value, idx_list, perm_settings)[source]
      +
      +permute_samples(current_value, idx_list, perm_settings)[source]

      Return realisations with permuted samples (repl. stays intact).

      Create surrogate data by permuting realisations over samples (time) while keeping the order of replications intact. Surrogates can be @@ -430,6 +465,13 @@

      The Data Class +

      ++++++ @@ -447,6 +489,13 @@

      The Data Class +

      ++++++ @@ -464,6 +513,13 @@

      The Data Class +

      ++++++ @@ -481,6 +537,13 @@

      The Data Class +

      ++++++ @@ -498,6 +561,13 @@

      The Data Class +

      ++++++ @@ -586,8 +656,8 @@

      The Data Class -
      -set_data(data, dim_order)[source]
      +
      +set_data(data, dim_order)[source]

      Overwrite data in an existing Data object.

      Args:
      @@ -603,8 +673,8 @@

      The Data Class -
      -slice_permute_replications(process)[source]
      +
      +slice_permute_replications(process)[source]

      Return data slice with permuted replications (time stays intact).

      Create surrogate data by permuting realisations over replications while keeping the temporal structure (order of samples) intact. Return @@ -614,8 +684,8 @@

      The Data Class -
      -slice_permute_samples(process, perm_settings)[source]
      +
      +slice_permute_samples(process, perm_settings)[source]

      Return slice of data with permuted samples (repl. stays intact).

      Create surrogate data by permuting data in a slice over samples (time) while keeping the order of replications intact. Return slice for the @@ -623,6 +693,13 @@

      The Data Class +

      ++++++ @@ -640,6 +717,13 @@

      The Data Class +

      ++++++ @@ -657,6 +741,13 @@

      The Data Class +

      ++++++ @@ -674,6 +765,13 @@

      The Data Class +

      ++++++ @@ -691,6 +789,13 @@

      The Data Class +

      ++++++ @@ -788,12 +893,16 @@

      The Data Class
      -

      Previous topic

      -

      Welcome to IDTxl’s documentation!

      -

      Next topic

      -

      Algorithms for network inference

      + +

      This Page

      \ No newline at end of file diff --git a/docs/html/idtxl_estimators.html b/docs/html/idtxl_estimators.html index 197d4534..44976117 100644 --- a/docs/html/idtxl_estimators.html +++ b/docs/html/idtxl_estimators.html @@ -4,16 +4,15 @@ - + - Information theoretic estimators — IDTxl 1.4 documentation - - - + Information theoretic estimators — IDTxl 1.5 documentation + + + - @@ -41,7 +40,7 @@

      Navigation

    • previous |
      • -
    • IDTxl 1.4 documentation »
      • +
    • IDTxl 1.5 documentation »
    • Information theoretic estimators
      • @@ -57,8 +56,8 @@

      Information theoretic estimators

      Provide JIDT estimators.

      -
      -class idtxl.estimators_jidt.JidtDiscrete(settings)[source]
      +
      +class idtxl.estimators_jidt.JidtDiscrete(settings)[source]

      Abstract class for implementation of discrete JIDT-estimators.

      Abstract class for implementation of plug-in JIDT-estimators for discrete data. Child classes implement estimators for mutual information (MI), @@ -90,8 +89,8 @@

      JIDT Estimators (CPU)

      -
      -estimate_surrogates_analytic(n_perm=200, **data)[source]
      +
      +estimate_surrogates_analytic(n_perm=200, **data)[source]

      Return estimate of the analytical surrogate distribution.

      This method must be implemented because this class’ is_analytic_null_estimator() method returns true.

      @@ -116,8 +115,8 @@

      JIDT Estimators (CPU)

      -
      -abstract get_analytic_distribution(**data)[source]
      +
      +abstract get_analytic_distribution(**data)[source]

      Return a JIDT AnalyticNullDistribution object.

      Required so that our estimate_surrogates_analytic method can use the common_estimate_surrogates_analytic() method, where data is formatted @@ -139,8 +138,8 @@

      JIDT Estimators (CPU)

      -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -153,8 +152,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtDiscreteAIS(settings)[source]
      +
      +class idtxl.estimators_jidt.JidtDiscreteAIS(settings)[source]

      Calculate AIS with JIDT’s discrete-variable implementation.

      Calculate the active information storage (AIS) for one process. Call JIDT via jpype and use the discrete estimator. See parent class for references.

      @@ -184,8 +183,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(process, return_calc=False)[source]
      +
      +estimate(process, return_calc=False)[source]

      Estimate active information storage.

      Args:
      @@ -217,8 +216,8 @@

      JIDT Estimators (CPU)

      -
      -get_analytic_distribution(process)[source]
      +
      +get_analytic_distribution(process)[source]

      Return a JIDT AnalyticNullDistribution object.

      Required so that our estimate_surrogates_analytic method can use the common_estimate_surrogates_analytic() method, where data is formatted @@ -243,8 +242,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtDiscreteCMI(settings=None)[source]
      +
      +class idtxl.estimators_jidt.JidtDiscreteCMI(settings=None)[source]

      Calculate CMI with JIDT’s implementation for discrete variables.

      Calculate the conditional mutual information between two variables given the third. Call JIDT via jpype and use the discrete estimator. See parent @@ -278,8 +277,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(var1, var2, conditional=None, return_calc=False)[source]
      +
      +estimate(var1, var2, conditional=None, return_calc=False)[source]

      Estimate conditional mutual information.

      Args:
      @@ -316,8 +315,8 @@

      JIDT Estimators (CPU)

      -
      -get_analytic_distribution(var1, var2, conditional=None)[source]
      +
      +get_analytic_distribution(var1, var2, conditional=None)[source]

      Return a JIDT AnalyticNullDistribution object.

      Required so that our estimate_surrogates_analytic method can use the common_estimate_surrogates_analytic() method, where data is formatted @@ -347,8 +346,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtDiscreteMI(settings=None)[source]
      +
      +class idtxl.estimators_jidt.JidtDiscreteMI(settings=None)[source]

      Calculate MI with JIDT’s discrete-variable implementation.

      Calculate the mutual information (MI) between two variables. Call JIDT via jpype and use the discrete estimator. See parent class for references.

      @@ -381,8 +380,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(var1, var2, return_calc=False)[source]
      +
      +estimate(var1, var2, return_calc=False)[source]

      Estimate mutual information.

      Args:
      @@ -416,8 +415,8 @@

      JIDT Estimators (CPU)

      -
      -get_analytic_distribution(var1, var2)[source]
      +
      +get_analytic_distribution(var1, var2)[source]

      Return a JIDT AnalyticNullDistribution object.

      Required so that our estimate_surrogates_analytic method can use the common_estimate_surrogates_analytic() method, where data is formatted @@ -444,8 +443,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtDiscreteTE(settings)[source]
      +
      +class idtxl.estimators_jidt.JidtDiscreteTE(settings)[source]

      Calculate TE with JIDT’s implementation for discrete variables.

      Calculate the transfer entropy between two time series processes. Call JIDT via jpype and use the discrete estimator. Transfer entropy is @@ -490,8 +489,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(source, target, return_calc=False)[source]
      +
      +estimate(source, target, return_calc=False)[source]

      Estimate transfer entropy from a source to a target variable.

      Args:
      @@ -525,8 +524,8 @@

      JIDT Estimators (CPU)

      -
      -get_analytic_distribution(source, target)[source]
      +
      +get_analytic_distribution(source, target)[source]

      Return a JIDT AnalyticNullDistribution object.

      Required so that our estimate_surrogates_analytic method can use the common_estimate_surrogates_analytic() method, where data is formatted @@ -553,8 +552,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtEstimator(settings=None)[source]
      +
      +class idtxl.estimators_jidt.JidtEstimator(settings=None)[source]

      Abstract class for implementation of JIDT estimators.

      Abstract class for implementation of JIDT estimators, child classes implement estimators for mutual information (MI), conditional mutual @@ -590,8 +589,8 @@

      JIDT Estimators (CPU)

      -
      -is_parallel()[source]
      +
      +is_parallel()[source]

      Indicate if estimator supports parallel estimation over chunks.

      Return true if the supports parallel estimation over chunks, where a chunk is one independent data set.

      @@ -604,8 +603,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtGaussian(CalcClass, settings)[source]
      +
      +class idtxl.estimators_jidt.JidtGaussian(CalcClass, settings)[source]

      Abstract class for implementation of JIDT Gaussian-estimators.

      Abstract class for implementation of JIDT Gaussian-estimators, child classes implement estimators for mutual information (MI), conditional @@ -631,10 +630,10 @@

      JIDT Estimators (CPU)

      -
      -estimate_surrogates_analytic(n_perm=200, **data)[source]
      -

      Estimate the surrogate distribution analytically.

      -

      This method must be implemented because this class’ +

      +estimate_surrogates_analytic(n_perm=200, **data)[source]
      +

      Estimate the surrogate distribution analytically. +This method must be implemented because this class’ is_analytic_null_estimator() method returns true

      Args:
      @@ -657,8 +656,8 @@

      JIDT Estimators (CPU)

      -
      -get_analytic_distribution(**data)[source]
      +
      +get_analytic_distribution(**data)[source]

      Return a JIDT AnalyticNullDistribution object.

      Required so that our estimate_surrogates_analytic method can use the common_estimate_surrogates_analytic() method, where data is formatted @@ -680,8 +679,8 @@

      JIDT Estimators (CPU)

      -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -694,8 +693,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtGaussianAIS(settings)[source]
      +
      +class idtxl.estimators_jidt.JidtGaussianAIS(settings)[source]

      Calculate active information storage with JIDT’s Gaussian implementation.

      Calculate active information storage (AIS) for some process using JIDT’s implementation of the Gaussian estimator. AIS is defined as the @@ -729,8 +728,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(process)[source]
      +
      +estimate(process)[source]

      Estimate active information storage.

      Args:
      @@ -752,8 +751,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtGaussianCMI(settings=None)[source]
      +
      +class idtxl.estimators_jidt.JidtGaussianCMI(settings=None)[source]

      Calculate conditional mutual infor with JIDT’s Gaussian implementation.

      Computes the differential conditional mutual information of two multivariate sets of observations, conditioned on another, assuming that @@ -784,8 +783,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(var1, var2, conditional=None)[source]
      +
      +estimate(var1, var2, conditional=None)[source]

      Estimate conditional mutual information.

      Args:
      @@ -810,8 +809,8 @@

      JIDT Estimators (CPU)

      -
      -get_analytic_distribution(var1, var2, conditional=None)[source]
      +
      +get_analytic_distribution(var1, var2, conditional=None)[source]

      Return a JIDT AnalyticNullDistribution object.

      Required so that our estimate_surrogates_analytic method can use the common_estimate_surrogates_analytic() method, where data is formatted @@ -840,8 +839,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtGaussianMI(settings=None)[source]
      +
      +class idtxl.estimators_jidt.JidtGaussianMI(settings=None)[source]

      Calculate mutual information with JIDT’s Gaussian implementation.

      Calculate the mutual information between two variables. Call JIDT via jpype and use the Gaussian estimator. See parent class for references.

      @@ -868,8 +867,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(var1, var2)[source]
      +
      +estimate(var1, var2)[source]

      Estimate mutual information.

      Args:
      @@ -893,8 +892,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtGaussianTE(settings)[source]
      +
      +class idtxl.estimators_jidt.JidtGaussianTE(settings)[source]

      Calculate transfer entropy with JIDT’s Gaussian implementation.

      Calculate transfer entropy between a source and a target variable using JIDT’s implementation of the Gaussian estimator. Transfer entropy is @@ -937,8 +936,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(source, target)[source]
      +
      +estimate(source, target)[source]

      Estimate transfer entropy from a source to a target variable.

      Args:
      @@ -962,8 +961,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtKraskov(CalcClass, settings=None)[source]
      +
      +class idtxl.estimators_jidt.JidtKraskov(CalcClass, settings=None)[source]

      Abstract class for implementation of JIDT Kraskov-estimators.

      Abstract class for implementation of JIDT Kraskov-estimators, child classes implement estimators for mutual information (MI), conditional mutual @@ -1003,8 +1002,8 @@

      JIDT Estimators (CPU)

      -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -1017,8 +1016,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtKraskovAIS(settings)[source]
      +
      +class idtxl.estimators_jidt.JidtKraskovAIS(settings)[source]

      Calculate active information storage with JIDT’s Kraskov implementation.

      Calculate active information storage (AIS) for some process using JIDT’s implementation of the Kraskov type 1 estimator. AIS is defined as the @@ -1064,8 +1063,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(process)[source]
      +
      +estimate(process)[source]

      Estimate active information storage.

      Args:
      @@ -1087,8 +1086,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtKraskovCMI(settings=None)[source]
      +
      +class idtxl.estimators_jidt.JidtKraskovCMI(settings=None)[source]

      Calculate conditional mutual inform with JIDT’s Kraskov implementation.

      Calculate the conditional mutual information (CMI) between three variables. Call JIDT via jpype and use the Kraskov 1 estimator. If no conditional is @@ -1129,8 +1128,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(var1, var2, conditional=None)[source]
      +
      +estimate(var1, var2, conditional=None)[source]

      Estimate conditional mutual information.

      Args:
      @@ -1157,8 +1156,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtKraskovMI(settings=None)[source]
      +
      +class idtxl.estimators_jidt.JidtKraskovMI(settings=None)[source]

      Calculate mutual information with JIDT’s Kraskov implementation.

      Calculate the mutual information between two variables. Call JIDT via jpype and use the Kraskov 1 estimator. See parent class for references.

      @@ -1197,8 +1196,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(var1, var2)[source]
      +
      +estimate(var1, var2)[source]

      Estimate mutual information.

      Args:
      @@ -1222,8 +1221,8 @@

      JIDT Estimators (CPU)

      -
      -class idtxl.estimators_jidt.JidtKraskovTE(settings)[source]
      +
      +class idtxl.estimators_jidt.JidtKraskovTE(settings)[source]

      Calculate transfer entropy with JIDT’s Kraskov implementation.

      Calculate transfer entropy between a source and a target variable using JIDT’s implementation of the Kraskov type 1 estimator. Transfer entropy is @@ -1268,8 +1267,8 @@

      JIDT Estimators (CPU)

      -
      -estimate(source, target)[source]
      +
      +estimate(source, target)[source]

      Estimate transfer entropy from a source to a target variable.

      Args:
      @@ -1293,8 +1292,8 @@

      JIDT Estimators (CPU)

      -
      -idtxl.estimators_jidt.common_estimate_surrogates_analytic(estimator, n_perm=200, **data)[source]
      +
      +idtxl.estimators_jidt.common_estimate_surrogates_analytic(estimator, n_perm=200, **data)[source]

      Estimate the surrogate distribution analytically for JidtEstimator.

      Estimate the surrogate distribution analytically for a JidtEstimator which is_analytic_null_estimator(), by sampling estimates at random @@ -1320,12 +1319,52 @@

      JIDT Estimators (CPU)

      + +
      +

      Python Estimators (CPU)

      +
      +
      +class idtxl.estimators_python.PythonKraskovCMI(settings)[source]
      +

      Estimate conditional mutual information using Kraskov’s first estimator.

      +
      +
      +estimate(var1: numpy.ndarray, var2: numpy.ndarray, conditional=None)[source]
      +

      Estimate conditional mutual information between var1 and var2, given +conditional.

      +
      + +
      +
      +is_analytic_null_estimator()[source]
      +

      Indicate if estimator supports analytic surrogates.

      +

      Return true if the estimator implements estimate_surrogates_analytic() +where data is formatted as per the estimate method for this estimator.

      +
      +
      Returns:

      bool

      +
      +
      +
      + +
      +
      +is_parallel()[source]
      +

      Indicate if estimator supports parallel estimation over chunks.

      +

      Return true if the supports parallel estimation over chunks, where a +chunk is one independent data set.

      +
      +
      Returns:

      bool

      +
      +
      +
      + +
      +

      OpenCL Estimators (GPU)

      -
      -class idtxl.estimators_opencl.OpenCLKraskov(settings=None)[source]
      +
      +class idtxl.estimators_opencl.OpenCLKraskov(settings=None)[source]

      Abstract class for implementation of OpenCL estimators.

      Abstract class for implementation of OpenCL estimators, child classes implement estimators for mutual information (MI) and conditional mutual @@ -1377,8 +1416,8 @@

      OpenCL Estimators (GPU)

      -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -1389,8 +1428,8 @@

      OpenCL Estimators (GPU)

      -
      -is_parallel()[source]
      +
      +is_parallel()[source]

      Indicate if estimator supports parallel estimation over chunks.

      Return true if the supports parallel estimation over chunks, where a chunk is one independent data set.

      @@ -1403,8 +1442,8 @@

      OpenCL Estimators (GPU)

      -
      -class idtxl.estimators_opencl.OpenCLKraskovCMI(settings=None)[source]
      +
      +class idtxl.estimators_opencl.OpenCLKraskovCMI(settings=None)[source]

      Calculate conditional mutual inform with OpenCL Kraskov implementation.

      Calculate the conditional mutual information (CMI) between three variables using OpenCL GPU-code. If no conditional is given (is None), the function @@ -1436,8 +1475,8 @@

      OpenCL Estimators (GPU)

      -
      -estimate(var1, var2, conditional=None, n_chunks=1)[source]
      +
      +estimate(var1, var2, conditional=None, n_chunks=1)[source]

      Estimate conditional mutual information.

      If conditional is None, the mutual information between var1 and var2 is calculated.

      @@ -1472,8 +1511,8 @@

      OpenCL Estimators (GPU)

      -
      -class idtxl.estimators_opencl.OpenCLKraskovMI(settings=None)[source]
      +
      +class idtxl.estimators_opencl.OpenCLKraskovMI(settings=None)[source]

      Calculate mutual information with OpenCL Kraskov implementation.

      Calculate the mutual information (MI) between two variables using OpenCL GPU-code. See parent class for references.

      @@ -1505,8 +1544,8 @@

      OpenCL Estimators (GPU)

      -
      -estimate(var1, var2, n_chunks=1)[source]
      +
      +estimate(var1, var2, n_chunks=1)[source]

      Estimate mutual information.

      Args:
      @@ -1536,6 +1575,65 @@

      OpenCL Estimators (GPU)

      +
      +
      +

      MPI Estimators (CPU)

      +
      +
      +class idtxl.estimators_mpi.MPIEstimator(est, settings)[source]
      +

      MPI Wrapper for arbitrary Estimator implementations

      +

      Make sure to have an “if __name__==’__main__’:” guard in your main script to avoid +infinite recursion!

      +

      To use MPI, add MPI=True to the Estimator settings dictionary and optionally provide max_workers

      +

      Call using mpiexec: +mpiexec -n 1 -usize <max workers + 1> python <python script>

      +

      or, if MPI does not support spawning new workers (i.e. MPI version < 2) +mpiexec -n <max workers + 1> python -m mpi4py.futures <python script>

      +

      Call using slurm: +srun -n $SLURM_NTASKS –mpi=pmi2 python -m mpi4py.futures <python script>

      +
      +
      +estimate(*, n_chunks=1, **data)[source]
      +

      Distributes the given chunks of a task to Estimators on worker ranks using MPI. +Needs to be called with kwargs only. +Args:

      +
      +

      n_chunks (int, optional): Number of chunks to split the data into. Defaults to 1. +data (dict[str, Sequence]): Dictionary of random variable realizations

      +
      +
      +
      Returns:

      numpy array: Estimates of information-theoretic quantities as np.double values

      +
      +
      +
      + +
      +
      +estimate_surrogates_analytic(**data)[source]
      +

      Forward analytic estimation to the base Estimator. +Analytic estimation is assumed to have shorter runtime and is thus performed on rank 0 alone for now.

      +
      + +
      +
      +is_analytic_null_estimator()[source]
      +

      Test if the base Estimator is an analytic null estimator.

      +
      + +
      +
      +is_parallel()[source]
      +

      Indicate if estimator supports parallel estimation over chunks.

      +

      Return true if the supports parallel estimation over chunks, where a +chunk is one independent data set.

      +
      +
      Returns:

      bool

      +
      +
      +
      + +
      +

      PID Estimators

      @@ -1545,8 +1643,8 @@

      PID Estimatorshttp://doi.org/10.3390/e16042161

      -
      -class idtxl.estimators_pid.SydneyPID(settings)[source]
      +
      +class idtxl.estimators_pid.SydneyPID(settings)[source]

      Estimate partial information decomposition of discrete variables.

      Fast implementation of the BROJA partial information decomposition (PID) estimator for discrete data (Bertschinger, 2014). The estimator does not @@ -1605,8 +1703,8 @@

      PID Estimators -
      -estimate(s1, s2, t)[source]
      +
      +estimate(s1, s2, t)[source]
      Args:
      s1numpy array

      1D array containing realizations of a discrete random variable

      @@ -1627,8 +1725,8 @@

      PID Estimators -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -1639,8 +1737,8 @@

      PID Estimators -
      -is_parallel()[source]
      +
      +is_parallel()[source]

      Indicate if estimator supports parallel estimation over chunks.

      Return true if the supports parallel estimation over chunks, where a chunk is one independent data set.

      @@ -1653,8 +1751,8 @@

      PID Estimators -
      -class idtxl.estimators_pid.TartuPID(settings)[source]
      +
      +class idtxl.estimators_pid.TartuPID(settings)[source]

      Estimate partial information decomposition for two inputs and one output

      Implementation of the partial information decomposition (PID) estimator for discrete data. The estimator finds shared information, unique information @@ -1686,8 +1784,8 @@

      PID Estimators -
      -estimate(s1, s2, t)[source]
      +
      +estimate(s1, s2, t)[source]
      Args:
      s1numpy array

      1D array containing realizations of a discrete random variable

      @@ -1707,8 +1805,8 @@

      PID Estimators -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -1719,8 +1817,8 @@

      PID Estimators -
      -is_parallel()[source]
      +
      +is_parallel()[source]

      Indicate if estimator supports parallel estimation over chunks.

      Return true if the supports parallel estimation over chunks, where a chunk is one independent data set.

      @@ -1742,22 +1840,30 @@

      PID Estimators
      -

      Table of Contents

      -
      @@ -57,26 +56,26 @@

      Helper functions

      Provide IDTxl utility functions.

      -
      -idtxl.idtxl_utils.argsort_descending(a)[source]
      +
      +idtxl.idtxl_utils.argsort_descending(a)[source]

      Sort array in descending order and return sortind indices.

      -
      -idtxl.idtxl_utils.autocorrelation(x)[source]
      +
      +idtxl.idtxl_utils.autocorrelation(x)[source]

      Calculate autocorrelation of a vector.

      -
      -idtxl.idtxl_utils.calculate_mi(corr)[source]
      +
      +idtxl.idtxl_utils.calculate_mi(corr)[source]

      Calculate mutual information from correlation coefficient.

      -
      -idtxl.idtxl_utils.combine_discrete_dimensions(a, numBins)[source]
      +
      +idtxl.idtxl_utils.combine_discrete_dimensions(a, numBins)[source]

      Combine multi-dimensional discrete variable into a single dimension.

      Combine all dimensions for a discrete variable down into a single dimensional value for each sample. This is done basically by multiplying @@ -102,8 +101,8 @@

      utils module -
      -idtxl.idtxl_utils.conflicting_entries(dict_1, dict_2)[source]
      +
      +idtxl.idtxl_utils.conflicting_entries(dict_1, dict_2)[source]

      Test two dictionaries for unequal entries.

      Note that only keys that are present in both dicts are compared. If one dictionary contains an entry not present in the other dictionary, the @@ -111,8 +110,8 @@

      utils module -
      -idtxl.idtxl_utils.discretise(a, numBins)[source]
      +
      +idtxl.idtxl_utils.discretise(a, numBins)[source]

      Discretise continuous data.

      Discretise continuous data into discrete values (with 0 as lowest) by evenly partitioning the range of the data, one dimension at a time. @@ -136,8 +135,8 @@

      utils module -
      -idtxl.idtxl_utils.discretise_max_ent(a, numBins)[source]
      +
      +idtxl.idtxl_utils.discretise_max_ent(a, numBins)[source]

      Discretise continuous data using maximum entropy partitioning.

      Discretise continuous data into discrete values (with 0 as lowest) by making a maximum entropy partitioning, one dimension at a time. Adapted @@ -161,20 +160,20 @@

      utils module -
      -idtxl.idtxl_utils.equal_dicts(dict_1, dict_2)[source]
      +
      +idtxl.idtxl_utils.equal_dicts(dict_1, dict_2)[source]

      Test two dictionaries for equality.

      -
      -idtxl.idtxl_utils.print_dict(d, indent=4)[source]
      +
      +idtxl.idtxl_utils.print_dict(d, indent=4)[source]

      Use Python’s pretty printer to print dictionaries to the console.

      -
      -idtxl.idtxl_utils.remove_column(a, j)[source]
      +
      +idtxl.idtxl_utils.remove_column(a, j)[source]

      Remove a column from a numpy array.

      This is faster than logical indexing (‘25 times faster’), because it does not make copies, see @@ -191,8 +190,8 @@

      utils module -
      -idtxl.idtxl_utils.remove_row(a, i)[source]
      +
      +idtxl.idtxl_utils.remove_row(a, i)[source]

      Remove a row from a numpy array.

      This is faster than logical indexing (‘25 times faster’), because it does not make copies, see @@ -209,8 +208,8 @@

      utils module -
      -idtxl.idtxl_utils.separate_arrays(idx_all, idx_single, a)[source]
      +
      +idtxl.idtxl_utils.separate_arrays(idx_all, idx_single, a)[source]

      Separate a single column from all other columns in a 2D-array.

      Return the separated single column and the remaining columns of a 2D- array.

      @@ -237,14 +236,14 @@

      utils module -
      -idtxl.idtxl_utils.sort_descending(a)[source]
      +
      +idtxl.idtxl_utils.sort_descending(a)[source]

      Sort array in descending order.

      -
      -idtxl.idtxl_utils.standardise(a, dimension=0, df=1)[source]
      +
      +idtxl.idtxl_utils.standardise(a, dimension=0, df=1)[source]

      Z-standardise a numpy array along a given dimension.

      Standardise array along the axis defined in dimension using the denominator (N - df) for the calculation of the standard deviation.

      @@ -267,8 +266,8 @@

      utils module -
      -idtxl.idtxl_utils.swap_chars(s, i_1, i_2)[source]
      +
      +idtxl.idtxl_utils.swap_chars(s, i_1, i_2)[source]

      Swap to characters in a string.

      Example:
      >>> print(swap_chars('heLlotHere', 2, 6))
@@ -279,13 +278,24 @@ 
      utils module
+
      
+class idtxl.idtxl_utils.timeout(timeout_duration, exception_message='Timeout')[source]
      
+
      Context manager for a timeout using threading module.
+args:
      
+
      
+
      timeout_duration: float, number of seconds to wait before timeout is triggered
+exception_message: string, message to put in the exception
      
+
      
+
      +

      stats module

      Provide statistics functions.

      -
      -idtxl.stats.ais_fdr(settings=None, *results)[source]
      +
      +idtxl.stats.ais_fdr(settings=None, *results)[source]

      Perform FDR-correction on results of network AIS estimation.

      Perform correction of the false discovery rate (FDR) after estimation of active information storage (AIS) for all processes in the network. FDR @@ -325,8 +335,8 @@

      stats module -
      -idtxl.stats.check_n_perm(n_perm, alpha)[source]
      +
      +idtxl.stats.check_n_perm(n_perm, alpha)[source]

      Check if no. permutations is big enough to obtain the requested alpha.

      Note:

      The no. permutations must be big enough to theoretically allow for the @@ -338,8 +348,8 @@

      stats module -
      -idtxl.stats.max_statistic(analysis_setup, data, candidate_set, te_max_candidate, conditional)[source]
      +
      +idtxl.stats.max_statistic(analysis_setup, data, candidate_set, te_max_candidate, conditional)[source]

      Perform maximum statistics for one candidate source.

      Test if a transfer entropy value is significantly bigger than the maximum values obtained from surrogates of all remanining candidates.

      @@ -387,8 +397,8 @@

      stats module -
      -idtxl.stats.max_statistic_sequential(analysis_setup, data)[source]
      +
      +idtxl.stats.max_statistic_sequential(analysis_setup, data)[source]

      Perform sequential maximum statistics for a set of candidate sources.

      Test multivariate/bivariate MI/TE values against surrogates. Test highest TE/MI value against distribution of highest surrogate values, second @@ -417,7 +427,7 @@

      stats module

    • n_perm_max_seq : int [optional] - number of permutations -(default=’n_perm_min_stat’|500)

      • +(default=’n_perm_min_stat’|500)

    • alpha_max_seq : float [optional] - critical alpha level (default=0.05)

    • permute_in_time : bool [optional] - generate surrogates by @@ -443,8 +453,8 @@

      stats module -
      -idtxl.stats.max_statistic_sequential_bivariate(analysis_setup, data)[source]
      +
      +idtxl.stats.max_statistic_sequential_bivariate(analysis_setup, data)[source]

      Perform sequential maximum statistics for a set of candidate sources.

      Test multivariate/bivariate MI/TE values against surrogates. Test highest TE/MI value against distribution of highest surrogate values, second @@ -473,7 +483,7 @@

      stats module

    • n_perm_max_seq : int [optional] - number of permutations -(default=’n_perm_min_stat’|500)

      • +(default=’n_perm_min_stat’|500)

    • alpha_max_seq : float [optional] - critical alpha level (default=0.05)

    • permute_in_time : bool [optional] - generate surrogates by @@ -499,8 +509,8 @@

      stats module -
      -idtxl.stats.mi_against_surrogates(analysis_setup, data)[source]
      +
      +idtxl.stats.mi_against_surrogates(analysis_setup, data)[source]

      Test estimated mutual information for significance against surrogate data.

      Shuffle realisations of the current value (point to be predicted) and re- calculate mutual information (MI) for shuffled data. The actual estimated @@ -542,8 +552,8 @@

      stats module -
      -idtxl.stats.min_statistic(analysis_setup, data, candidate_set, te_min_candidate, conditional=None)[source]
      +
      +idtxl.stats.min_statistic(analysis_setup, data, candidate_set, te_min_candidate, conditional=None)[source]

      Perform minimum statistics for one candidate source.

      Test if a transfer entropy value is significantly bigger than the minimum values obtained from surrogates of all remanining candidates.

      @@ -592,8 +602,8 @@

      stats module -
      -idtxl.stats.network_fdr(settings=None, *results)[source]
      +
      +idtxl.stats.network_fdr(settings=None, *results)[source]

      Perform FDR-correction on results of network inference.

      Perform correction of the false discovery rate (FDR) after network analysis. FDR correction can either be applied at the target level @@ -637,8 +647,8 @@

      stats module -
      -idtxl.stats.omnibus_test(analysis_setup, data)[source]
      +
      +idtxl.stats.omnibus_test(analysis_setup, data)[source]

      Perform an omnibus test on identified conditional variables.

      Test the joint information transfer from all identified sources to the current value conditional on candidates in the target’s past. To test for @@ -682,8 +692,8 @@

      stats module -
      -idtxl.stats.syn_shd_against_surrogates(analysis_setup, data)[source]
      +
      +idtxl.stats.syn_shd_against_surrogates(analysis_setup, data)[source]

      Test the shared/synergistic information in the PID estimate.

      Shuffle realisations of the target and re-calculate PID, in particular the synergistic and shared information from shuffled data. The original @@ -722,8 +732,8 @@

      stats module -
      -idtxl.stats.unq_against_surrogates(analysis_setup, data)[source]
      +
      +idtxl.stats.unq_against_surrogates(analysis_setup, data)[source]

      Test the unique information in the PID estimate against surrogate data.

      Shuffle realisations of both sources individually and re-calculate PID, in particular the unique information from shuffled data. The original @@ -771,8 +781,9 @@

      stats module
      -

      Table of Contents

      -
      @@ -54,13 +53,18 @@

      Navigation

      Network comparison

      -
      -class idtxl.network_comparison.NetworkComparison[source]
      +
      +class idtxl.network_comparison.NetworkComparison[source]

      Set up network comparison between two experimental conditions.

      The class provides methods for the comparison of networks inferred from data recorded under two experimental conditions A and B. Four statistical tests are implemented:

      • units of observation/ comparison type

      repl. ind.

      1 1 1 1

      repl. ind.

      3 3 3 3

      repl. ind.

      1 1 1 1

      repl. ind.

      3 3 3 3

      repl. ind.

      1 1 1 1 1 1 1 1

      repl. ind.

      1 1 1 1 1 1 1 1

      repl. ind.

      1 1 1 1 1 1 1 1

      repl. ind.

      1 1 1 1 1 1 1 1

      repl. ind.

      1 1 1 1 1 1 1 1

      repl. ind.

      1 1 1 1 1 1 1 1

      repl. ind.

      1 1 1 1 1 1 1 1

      repl. ind.

      1 1 1 1 1 1 1 1

      repl. ind.

      1 1 1 1 1 1 1 1

      repl. ind.

      1 1 1 1 1 1 1 1
      +++++ @@ -95,8 +99,8 @@

      Network comparison -
      -calculate_link_te(data, target, sources='all')[source]
      +
      +calculate_link_te(data, target, sources='all')[source]

      Calculate the information transfer for whole links into a target.

      Calculate the information transfer for whole links as the joint information transfer from all variables selected for a single source @@ -126,8 +130,8 @@

      Network comparison -
      -compare_between(settings, network_set_a, network_set_b, data_set_a, data_set_b)[source]
      +
      +compare_between(settings, network_set_a, network_set_b, data_set_a, data_set_b)[source]

      Compare networks inferred under two conditions between subjects.

      Compare two sets of networks inferred from two sets of data recorded under different experimental conditions within multiple subjects, i.e., @@ -160,8 +164,8 @@

      Network comparison -
      -compare_links_within(settings, link_a, link_b, network, data)[source]
      +
      +compare_links_within(settings, link_a, link_b, network, data)[source]

      Compare two links within the same network.

      Compare two links within the same network. Check if information transfer is different from information transfer in a second link.

      @@ -210,8 +214,8 @@

      Network comparison -
      -compare_within(settings, network_a, network_b, data_a, data_b)[source]
      +
      +compare_within(settings, network_a, network_b, data_a, data_b)[source]

      Compare networks inferred under two conditions within one subject.

      Compare two networks inferred from data recorded under two different experimental conditions within one subject (units of observations are @@ -269,12 +273,16 @@

      Network comparison
      -

      Previous topic

      -

      Algorithms for the analysis of node dynamics

      -

      Next topic

      -

      The Results Class

      + +
      +

      Next topic

      +

      The Results Class

      +

      This Page

      \ No newline at end of file diff --git a/docs/html/idtxl_network_inference.html b/docs/html/idtxl_network_inference.html index db32e782..eb5cd0a9 100644 --- a/docs/html/idtxl_network_inference.html +++ b/docs/html/idtxl_network_inference.html @@ -4,16 +4,15 @@ - + - Algorithms for network inference — IDTxl 1.4 documentation - - - + Algorithms for network inference — IDTxl 1.5 documentation + + + - @@ -41,7 +40,7 @@

      Navigation

    • previous |
      • -
    • IDTxl 1.4 documentation »
      • +
    • IDTxl 1.5 documentation »
    • Algorithms for network inference
      • @@ -56,8 +55,8 @@

      Algorithms for network inference

      Multivariate Transfer Entropy (mTE)

      -
      -class idtxl.multivariate_te.MultivariateTE[source]
      +
      +class idtxl.multivariate_te.MultivariateTE[source]

      Perform network inference using multivariate transfer entropy.

      Perform network inference using multivariate transfer entropy (TE). To perform network inference call analyse_network() on the whole network or a @@ -80,9 +79,8 @@

      Multivariate Transfer Entropy (mTE)http://doi.org/10.1103/PhysRevE.83.051112

      -

      Attributes:

      -
      -
      +
      +
      Attributes:
      source_setlist

      indices of source processes tested for their influence on the target

      @@ -110,10 +108,11 @@

      Multivariate Transfer Entropy (mTE)bool

      statistical significance of the over-all TE

      -
      +

      +
      -
      -analyse_network(settings, data, targets='all', sources='all')[source]
      +
      +analyse_network(settings, data, targets='all', sources='all')[source]

      Find multivariate transfer entropy between all nodes in the network.

      Estimate multivariate transfer entropy (TE) between all nodes in the network or between selected sources and targets.

      @@ -175,8 +174,8 @@

      Multivariate Transfer Entropy (mTE) -
      -analyse_single_target(settings, data, target, sources='all')[source]
      +
      +analyse_single_target(settings, data, target, sources='all')[source]

      Find multivariate transfer entropy between sources and a target.

      Find multivariate transfer entropy (TE) between all source processes and the target process. Uses multivariate, non-uniform embedding found @@ -289,8 +288,8 @@

      Multivariate Transfer Entropy (mTE)

      Bivariate Transfer Entropy (bTE)

      -
      -class idtxl.bivariate_te.BivariateTE[source]
      +
      +class idtxl.bivariate_te.BivariateTE[source]

      Perform network inference using bivariate transfer entropy.

      Perform network inference using bivariate transfer entropy (TE). To perform network inference call analyse_network() on the whole network or a @@ -345,8 +344,8 @@

      Bivariate Transfer Entropy (bTE) -
      -analyse_network(settings, data, targets='all', sources='all')[source]
      +
      +analyse_network(settings, data, targets='all', sources='all')[source]

      Find bivariate transfer entropy between all nodes in the network.

      Estimate bivariate transfer entropy (TE) between all nodes in the network or between selected sources and targets.

      @@ -407,8 +406,8 @@

      Bivariate Transfer Entropy (bTE) -
      -analyse_single_target(settings, data, target, sources='all')[source]
      +
      +analyse_single_target(settings, data, target, sources='all')[source]

      Find bivariate transfer entropy between sources and a target.

      Find bivariate transfer entropy (TE) between all potential source processes and the target process. Uses bivariate, non-uniform embedding @@ -525,8 +524,8 @@

      Bivariate Transfer Entropy (bTE)

      Multivariate Mutual Information (mMI)

      -
      -class idtxl.multivariate_mi.MultivariateMI[source]
      +
      +class idtxl.multivariate_mi.MultivariateMI[source]

      Perform network inference using multivariate mutual information.

      Perform network inference using multivariate mutual information (MI). To perform network inference call analyse_network() on the whole network or a @@ -573,8 +572,8 @@

      Multivariate Mutual Information (mMI) -
      -analyse_network(settings, data, targets='all', sources='all')[source]
      +
      +analyse_network(settings, data, targets='all', sources='all')[source]

      Find multivariate mutual information between nodes in the network.

      Estimate multivariate mutual information (MI) between all nodes in the network or between selected sources and targets.

      @@ -642,8 +641,8 @@

      Multivariate Mutual Information (mMI) -
      -analyse_single_target(settings, data, target, sources='all')[source]
      +
      +analyse_single_target(settings, data, target, sources='all')[source]

      Find multivariate mutual information between sources and a target.

      Find multivariate mutual information (MI) between all source processes and the target process. Uses multivariate, non-uniform embedding found @@ -758,8 +757,8 @@

      Multivariate Mutual Information (mMI)

      Bivariate Mutual Information (bMI)

      -
      -class idtxl.bivariate_mi.BivariateMI[source]
      +
      +class idtxl.bivariate_mi.BivariateMI[source]

      Perform network inference using bivariate mutual information.

      Perform network inference using bivariate mutual information (MI). To perform network inference call analyse_network() on the whole network or a @@ -808,8 +807,8 @@

      Bivariate Mutual Information (bMI) -
      -analyse_network(settings, data, targets='all', sources='all')[source]
      +
      +analyse_network(settings, data, targets='all', sources='all')[source]

      Find bivariate mutual information between all nodes in the network.

      Estimate bivariate mutual information (MI) between all nodes in the network or between selected sources and targets.

      @@ -873,8 +872,8 @@

      Bivariate Mutual Information (bMI) -
      -analyse_single_target(settings, data, target, sources='all')[source]
      +
      +analyse_single_target(settings, data, target, sources='all')[source]

      Find bivariate mutual information between sources and a target.

      Find bivariate mutual information (MI) between all potential source processes and the target process. Uses bivariate, non-uniform embedding @@ -998,8 +997,9 @@

      Bivariate Mutual Information (bMI)
      -

      Table of Contents

      -
      @@ -56,8 +55,8 @@

      Postprocessing of inferred networks

      Significant subgraph mining

      -
      -class idtxl.postprocessing.SignificantSubgraphMining(resultsA, resultsB, alpha, design, graph_type='directed', data_format='adjacency')[source]
      +
      +class idtxl.postprocessing.SignificantSubgraphMining(resultsA, resultsB, alpha, design, graph_type='directed', data_format='adjacency')[source]

      Implementation of significant subgraph mining as described in

      Sugiyama M, Lopez FL, Kasenburg N, Borgwardt KM. Significant subgraph mining with multiple testing correction. @@ -151,8 +150,8 @@

      Significant subgraph mining -
      -count_discordants(indices, where='original')[source]
      +
      +count_discordants(indices, where='original')[source]

      Counts the discordant pairs for a given subgraph represented as a list of indices.

      @@ -176,8 +175,8 @@

      Significant subgraph mining -
      -count_discordants_wylight(indices, k)[source]
      +
      +count_discordants_wylight(indices, k)[source]

      Counts discordant pairs for subgraph given by list if indices in k-th permuted data set.

      @@ -199,8 +198,8 @@

      Significant subgraph mining -
      -count_subgraph(indices, where='original')[source]
      +
      +count_subgraph(indices, where='original')[source]

      Counts the number of occurrences of a subgraph represented by a list of indices

      @@ -222,8 +221,8 @@

      Significant subgraph mining -
      -count_subgraph_wylight(indices, k)[source]
      +
      +count_subgraph_wylight(indices, k)[source]

      Counts subgraph occurrences in k-th permuted data set

      Args:
      @@ -243,8 +242,8 @@

      Significant subgraph mining -
      -decode(indices)[source]
      +
      +decode(indices)[source]

      Converts a given list of indices (representing a subgraph) into a list of corresponding target-source-lag triplets using the mapping described in the coding list.

      @@ -257,14 +256,14 @@

      Significant subgraph mining -
      -decode_adjacency(indices)[source]
      +
      +decode_adjacency(indices)[source]

      Decodes list of indices as adjacency matrix

      -
      -determine_tarone_factor()[source]
      +
      +determine_tarone_factor()[source]

      Determines Tarone’s correction factor in case there are at least two testable subgraphs.

      @@ -277,8 +276,8 @@

      Significant subgraph mining -
      -encode()[source]
      +
      +encode()[source]

      Encodes all subject networks as lists of indices. The ith entry describes the occurrence of the ith target-source-lag triplet in the coding list (self.coding_list).

      @@ -294,14 +293,14 @@

      Significant subgraph mining -
      -encode_adjacency()[source]
      +
      +encode_adjacency()[source]

      Encodes all input adjacency matrices as lists of indices

      -
      -enumerate_frequent_graphs(freq)[source]
      +
      +enumerate_frequent_graphs(freq)[source]

      Adds all subgraphs occuring at least freq times to self.frequent_graphs The process is carried out recursively using the extend() method. Individual links of the union network are successively extended to @@ -320,8 +319,8 @@

      Significant subgraph mining -
      -enumerate_significant_subgraphs(method='Hommel', wy_algorithm='simple_depth_first', verbose=True, num_perm=10000, max_depth=inf)[source]
      +
      +enumerate_significant_subgraphs(method='Hommel', wy_algorithm='simple_depth_first', verbose=True, num_perm=10000, max_depth=inf)[source]

      This is the main function carrying out significant subgraph mining according to the multiple comparisons correction method (and algorithm in the case of Westfall-Young) of choice. It calls the relevant @@ -357,8 +356,8 @@

      Significant subgraph mining -
      -extend(to_be_extended, freq)[source]
      +
      +extend(to_be_extended, freq)[source]

      Recursively extends the input subgraph checking at each recursion step if the current subgraph occurs frequently enough to reach significance at level alpha. If this is not the case, it is not @@ -388,8 +387,8 @@

      Significant subgraph mining -
      -extend_mcnemar(to_be_extended, freq)[source]
      +
      +extend_mcnemar(to_be_extended, freq)[source]

      Same as extend() method but using McNemar’s test for within subject designs

      @@ -411,8 +410,8 @@

      Significant subgraph mining -
      -extend_wy(to_be_extended)[source]
      +
      +extend_wy(to_be_extended)[source]

      Determines the smallest observed p-value in permuted version of the data set by recursively extending the input subgraph. At each recursion step the function checks if the current subgraph occurs @@ -434,8 +433,8 @@

      Significant subgraph mining -
      -extend_wy_light(to_be_extended)[source]
      +
      +extend_wy_light(to_be_extended)[source]

      Westfall-Young light extension method. Evaluates all permutations at the same time for each subgraph. The goal is to determine the Westfall-Young corrected level, i.e. the alpha quantile of the @@ -455,8 +454,8 @@

      Significant subgraph mining -
      -extend_wy_light_mcnemar(to_be_extended)[source]
      +
      +extend_wy_light_mcnemar(to_be_extended)[source]

      Westfall-Young light extension method for the within-subjects case using McNemars test. Recursively, evaluates subgraphs and updates the current estimate of the Westfall-Young corrected level @@ -473,8 +472,8 @@

      Significant subgraph mining -
      -extend_wy_mcnemar(to_be_extended)[source]
      +
      +extend_wy_mcnemar(to_be_extended)[source]

      Same as extend_wy but using McNemars test

      Args:

      list of indices of coding list. Each such list represent @@ -486,8 +485,8 @@

      Significant subgraph mining -
      -generate_coding_list()[source]
      +
      +generate_coding_list()[source]

      If data_format = “idtxl”: Creates list of all target-source-lag triplets occuring at least once in the data set. This list is used to encode subject networks as @@ -514,8 +513,8 @@

      Significant subgraph mining -
      -generate_min_p_table(design)[source]
      +
      +generate_min_p_table(design)[source]

      Computes list of minimum p_values depending on the total number of occurrences and given the group sample sizes.

      @@ -528,8 +527,8 @@

      Significant subgraph mining -
      -generate_p_table(design)[source]
      +
      +generate_p_table(design)[source]

      Computes table of p-values depending on the total number of occurrences, the occurrences in Group A, and given the group sample sizes.

      @@ -549,8 +548,8 @@

      Significant subgraph mining -
      -westfall_young(num_perm=10000, verbose=True)[source]
      +
      +westfall_young(num_perm=10000, verbose=True)[source]

      Determines significant subgraphs using the Westfall-Young Permutation procedure for multiple comparisons correction. This algorithm computes the permutation distribution of the smallest observed p-value @@ -569,8 +568,8 @@

      Significant subgraph mining -
      -westfall_young_light(num_perm=10000, verbose=True)[source]
      +
      +westfall_young_light(num_perm=10000, verbose=True)[source]

      Determines significant subgraphs using the Westfall-Young light algorithm described in

      Llinares-Lopez F, Sugiyama M, Papaxanthos L, Borgwardt K. Fast and @@ -602,20 +601,26 @@

      Significant subgraph mining
      -

      Table of Contents

      -
      @@ -56,8 +55,8 @@

      Algorithms for the analysis of node dynamics

      Active Information Storage (AIS)

      -
      -class idtxl.active_information_storage.ActiveInformationStorage[source]
      +
      +class idtxl.active_information_storage.ActiveInformationStorage[source]

      Estimate active information storage in individual processes.

      Estimate active information storage (AIS) in individual processes of the network. To perform AIS estimation call analyse_network() on the whole @@ -99,8 +98,8 @@

      Active Information Storage (AIS) -
      -analyse_network(settings, data, processes='all')[source]
      +
      +analyse_network(settings, data, processes='all')[source]

      Estimate active information storage for multiple network processes.

      Estimate active information storage for all or a subset of processes in the network.

      @@ -158,8 +157,8 @@

      Active Information Storage (AIS) -
      -analyse_single_process(settings, data, process)[source]
      +
      +analyse_single_process(settings, data, process)[source]

      Estimate active information storage for a single process.

      Estimate active information storage for one process in the network. Uses non-uniform embedding found through information maximisation. This @@ -235,8 +234,8 @@

      Active Information Storage (AIS)

      Multivariate Partial Information Decomposition (PID)

      -
      -class idtxl.multivariate_pid.MultivariatePID[source]
      +
      +class idtxl.multivariate_pid.MultivariatePID[source]

      Perform partial information decomposition for individual processes.

      Perform partial information decomposition (PID) for multiple source processes (up to 4 sources) and a target process in the network. @@ -267,8 +266,8 @@

      Multivariate Partial Information Decomposition (PID)

      -
      -analyse_network(settings, data, targets, sources)[source]
      +
      +analyse_network(settings, data, targets, sources)[source]

      Estimate partial information decomposition for network nodes.

      Estimate, for multiple nodes (target processes), the partial information decomposition (PID) for multiple source processes @@ -332,8 +331,8 @@

      Multivariate Partial Information Decomposition (PID)

      -
      -analyse_single_target(settings, data, target, sources)[source]
      +
      +analyse_single_target(settings, data, target, sources)[source]

      Estimate partial information decomposition for a network node.

      Estimate partial information decomposition (PID) for multiple source processes (up to 4 sources) and a target process in the network.

      @@ -398,8 +397,8 @@

      Multivariate Partial Information Decomposition (PID)

      Bivariate Partial Information Decomposition (PID)

      -
      -class idtxl.bivariate_pid.BivariatePID[source]
      +
      +class idtxl.bivariate_pid.BivariatePID[source]

      Perform partial information decomposition for individual processes.

      Perform partial information decomposition (PID) for two source processes and one target process in the network. Estimate unique, shared, and @@ -430,8 +429,8 @@

      Bivariate Partial Information Decomposition (PID)

      -
      -analyse_network(settings, data, targets, sources)[source]
      +
      +analyse_network(settings, data, targets, sources)[source]

      Estimate partial information decomposition for network nodes.

      Estimate partial information decomposition (PID) for multiple nodes in the network.

      @@ -494,8 +493,8 @@

      Bivariate Partial Information Decomposition (PID)

      -
      -analyse_single_target(settings, data, target, sources)[source]
      +
      +analyse_single_target(settings, data, target, sources)[source]

      Estimate partial information decomposition for a network node.

      Estimate partial information decomposition (PID) for a target node in the network.

      @@ -565,8 +564,8 @@

      History-dependence estimator for neural spiking data

      Embedding optimization

      -
      -class idtxl.embedding_optimization_ais_Rudelt.OptimizationRudelt(settings=None)[source]
      +
      +class idtxl.embedding_optimization_ais_Rudelt.OptimizationRudelt(settings=None)[source]

      Optimization of embedding parameters of spike times using the history dependence estimators

      References:

      @@ -754,21 +753,21 @@

      Embedding optimization

      -
      -analyse_auto_MI(spike_times)[source]
      +
      +analyse_auto_MI(spike_times)[source]

      Get the auto MI for the spike times. If it is available from file, load it, else compute it.

      -
      -check_inputs()[source]
      +
      +check_inputs()[source]

      Check input settings for completeness

      -
      -compute_CIs(data, target_R='R_max', symbol_block_length=None)[source]
      +
      +compute_CIs(data, target_R='R_max', symbol_block_length=None)[source]

      Compute bootstrap replications of the history dependence estimate which can be used to obtain confidence intervals.

      @@ -796,56 +795,56 @@

      Embedding optimization

      -
      -get_auto_MI(spike_times, bin_size, number_of_delays)[source]
      +
      +get_auto_MI(spike_times, bin_size, number_of_delays)[source]

      Compute the auto mutual information in the neuron’s activity, a measure closely related to history dependence.

      -
      -get_bootstrap_history_dependence(data, embedding, number_of_bootstraps, symbol_block_length=None)[source]
      +
      +get_bootstrap_history_dependence(data, embedding, number_of_bootstraps, symbol_block_length=None)[source]

      For a given embedding, return bootstrap replications for R.

      -
      -get_embeddings(embedding_past_range_set, embedding_number_of_bins_set, embedding_scaling_exponent_set)[source]
      +
      +get_embeddings(embedding_past_range_set, embedding_number_of_bins_set, embedding_scaling_exponent_set)[source]

      Get all combinations of parameters T, d, k, based on the sets of selected parameters.

      -
      -get_embeddings_that_maximise_R(bbc_tolerance=None, dependent_var='T', get_as_list=False)[source]
      +
      +get_embeddings_that_maximise_R(bbc_tolerance=None, dependent_var='T', get_as_list=False)[source]

      For each T (or d), get the embedding for which R is maximised.

      For the bbc estimator, here the bbc_tolerance is applied, ie get the unbiased embeddings that maximise R.

      -
      -get_history_dependence(data, process)[source]
      +
      +get_history_dependence(data, process)[source]

      Estimate the history dependence for each embedding to all given processes.

      -
      -get_information_timescale_tau_R()[source]
      +
      +get_information_timescale_tau_R()[source]

      Get the information timescale tau_R, a characteristic timescale of history dependence similar to an autocorrelation time.

      -
      -get_past_range(number_of_bins_d, first_bin_size, scaling_k)[source]
      +
      +get_past_range(number_of_bins_d, first_bin_size, scaling_k)[source]

      Get the past range T of the embedding, based on the parameters d, tau_1 and k.

      -
      -get_set_of_scalings(past_range_T, number_of_bins_d, number_of_scalings, min_first_bin_size, min_step_for_scaling)[source]
      +
      +get_set_of_scalings(past_range_T, number_of_bins_d, number_of_scalings, min_first_bin_size, min_step_for_scaling)[source]

      Get scaling exponents such that the uniform embedding as well as the embedding for which the first bin has a length of min_first_bin_size (in seconds), as well as linearly spaced @@ -854,8 +853,8 @@

      Embedding optimization

      -
      -get_temporal_depth_T_D(get_R_thresh=False)[source]
      +
      +get_temporal_depth_T_D(get_R_thresh=False)[source]

      Get the temporal depth T_D, the past range for the ‘optimal’ embedding parameters.

      Given the maximal history dependence R at each past range T, @@ -866,8 +865,8 @@

      Embedding optimization

      -
      -optimize(data, processes='all')[source]
      +
      +optimize(data, processes='all')[source]

      Optimize the embedding parameters of spike time data using the Rudelt history dependence estimator.

      References:

      @@ -907,8 +906,8 @@

      Embedding optimization

      -
      -optimize_single_run(data, process)[source]
      +
      +optimize_single_run(data, process)[source]

      optimizes a single realisation of spike time data given the process number

      Args:
      @@ -963,8 +962,8 @@

      Embedding optimization

      -
      -remove_subresults_single_process()[source]
      +
      +remove_subresults_single_process()[source]

      delete results from self from single process

      @@ -975,8 +974,8 @@

      Embedding optimizationEstimators

      Provide HDE estimators.

      -
      -class idtxl.estimators_Rudelt.RudeltAbstractEstimator(settings=None)[source]
      +
      +class idtxl.estimators_Rudelt.RudeltAbstractEstimator(settings=None)[source]

      Abstract class for implementation of nsb and plugin estimators from Rudelt.

      Abstract class for implementation of nsb and plugin estimators, child classes implement estimators for mutual information (MI) .

      @@ -1019,16 +1018,16 @@

      Estimators -
      -get_median_number_of_spikes_per_bin(raw_symbols)[source]
      +
      +get_median_number_of_spikes_per_bin(raw_symbols)[source]

      Given raw symbols (in which the number of spikes per bin are counted, ie not necessarily binary quantity), get the median number of spikes for each bin, among all symbols obtained by the embedding.

      -
      -get_multiplicities(symbol_counts, alphabet_size)[source]
      +
      +get_multiplicities(symbol_counts, alphabet_size)[source]

      Get the multiplicities of some given symbol counts.

      To estimate the entropy of a system, it is only important how often a symbol/ event occurs (the probability that it occurs), not @@ -1038,28 +1037,28 @@

      Estimators -
      -get_past_range(number_of_bins_d, first_bin_size, scaling_k)[source]
      +
      +get_past_range(number_of_bins_d, first_bin_size, scaling_k)[source]

      Get the past range T of the embedding, based on the parameters d, tau_1 and k.

      -
      -get_raw_symbols(spike_times, embedding, first_bin_size)[source]
      +
      +get_raw_symbols(spike_times, embedding, first_bin_size)[source]

      Get the raw symbols (in which the number of spikes per bin are counted, ie not necessarily binary quantity), as obtained by applying the embedding.

      -
      -get_symbol_counts(symbol_array)[source]
      +
      +get_symbol_counts(symbol_array)[source]

      Count how often symbols occur

      -
      -get_window_delimiters(number_of_bins_d, scaling_k, first_bin_size)[source]
      +
      +get_window_delimiters(number_of_bins_d, scaling_k, first_bin_size)[source]

      Get delimiters of the window, used to describe the embedding. The window includes both the past embedding and the response.

      The delimiters are times, relative to the first bin, that separate @@ -1067,8 +1066,8 @@

      Estimators -
      -is_analytic_null_estimator()[source]
      +
      +is_analytic_null_estimator()[source]

      Indicate if estimator supports analytic surrogates.

      Return true if the estimator implements estimate_surrogates_analytic() where data is formatted as per the estimate method for this estimator.

      @@ -1079,8 +1078,8 @@

      Estimators -
      -is_parallel()[source]
      +
      +is_parallel()[source]

      Indicate if estimator supports parallel estimation over chunks.

      Return true if the supports parallel estimation over chunks, where a chunk is one independent data set.

      @@ -1091,16 +1090,16 @@

      Estimators -
      -symbol_array_to_binary(spikes_in_window, number_of_bins_d)[source]
      +
      +symbol_array_to_binary(spikes_in_window, number_of_bins_d)[source]

      Given an array of 1s and 0s, representing spikes and the absence thereof, read the array as a binary number to obtain a (base 10) integer.

      -
      -symbol_binary_to_array(symbol_binary, number_of_bins_d)[source]
      +
      +symbol_binary_to_array(symbol_binary, number_of_bins_d)[source]

      Given a binary representation of a symbol (cf symbol_array_to_binary), convert it back into its array-representation.

      @@ -1108,8 +1107,8 @@

      Estimators -
      -class idtxl.estimators_Rudelt.RudeltAbstractNSBEstimator(settings=None)[source]
      +
      +class idtxl.estimators_Rudelt.RudeltAbstractNSBEstimator(settings=None)[source]

      Abstract class for implementation of NSB estimators from Rudelt.

      Abstract class for implementation of Nemenman-Shafee-Bialek (NSB) estimators, child classes implement nsb estimators for mutual information @@ -1156,67 +1155,67 @@

      Estimators -
      -H1(beta, mk, K, N)[source]
      +
      +H1(beta, mk, K, N)[source]

      Compute the first moment (expectation value) of the entropy H.

      H is the entropy one obtains with a symmetric Dirichlet prior with concentration parameter beta and a multinomial likelihood.

      -
      -alpha_ML(mk, K1, N)[source]
      +
      +alpha_ML(mk, K1, N)[source]

      Compute first guess for the beta_MAP (cf get_beta_MAP) parameter via the posterior of a Dirichlet process.

      -
      -d2_log_rho(beta, mk, K, N)[source]
      +
      +d2_log_rho(beta, mk, K, N)[source]

      Second derivate of the logarithm of the Dirichlet multinomial likelihood.

      -
      -d2_log_rho_xi(beta, mk, K, N)[source]
      +
      +d2_log_rho_xi(beta, mk, K, N)[source]

      Second derivative of the logarithm of the nsb (unnormalized) posterior.

      -
      -d2_xi(beta, K)[source]
      +
      +d2_xi(beta, K)[source]

      Second derivative of xi(beta) (cf d_xi).

      -
      -d3_xi(beta, K)[source]
      +
      +d3_xi(beta, K)[source]

      Third derivative of xi(beta) (cf d_xi).

      -
      -d_log_rho(beta, mk, K, N)[source]
      +
      +d_log_rho(beta, mk, K, N)[source]

      First derivate of the logarithm of the Dirichlet multinomial likelihood.

      -
      -d_log_rho_xi(beta, mk, K, N)[source]
      +
      +d_log_rho_xi(beta, mk, K, N)[source]

      First derivative of the logarithm of the nsb (unnormalized) posterior.

      -
      -d_xi(beta, K)[source]
      +
      +d_xi(beta, K)[source]

      First derivative of xi(beta).

      xi(beta) is the entropy of the system when no data has been observed. d_xi is the prior for the nsb estimator

      -
      -get_beta_MAP(mk, K, N)[source]
      +
      +get_beta_MAP(mk, K, N)[source]

      Get the maximum a posteriori (MAP) value for beta.

      Provides the location of the peak, around which we integrate.

      beta_MAP is the value for beta for which the posterior of the @@ -1225,8 +1224,8 @@

      Estimators -
      -get_integration_bounds(mk, K, N)[source]
      +
      +get_integration_bounds(mk, K, N)[source]

      Find the integration bounds for the estimator.

      Typically it is a delta-like distribution so it is sufficient to integrate around this peak. (If not this function is not @@ -1234,17 +1233,17 @@

      Estimators -
      -log_likelihood_DP_alpha(a, K1, N)[source]
      +
      +log_likelihood_DP_alpha(a, K1, N)[source]

      Alpha-dependent terms of the log-likelihood of a Dirichlet Process.

      -
      -nsb_entropy(mk, K, N)[source]
      +
      +nsb_entropy(mk, K, N)[source]

      Estimate the entropy of a system using the NSB estimator.

      -
      Parameters:
      +
      Parameters

      • mk – multiplicities

      • K – number of possible symbols/ state space of the system

        • @@ -1255,16 +1254,16 @@

        Estimators -
        -rho(beta, mk, K, N)[source]
        +
        +rho(beta, mk, K, N)[source]

        rho(beta, data) is the Dirichlet multinomial likelihood.

        rho(beta, data) together with the d_xi(beta) make up the posterior for the nsb estimator

      -
      -unnormalized_posterior(beta, mk, K, N)[source]
      +
      +unnormalized_posterior(beta, mk, K, N)[source]

      The (unnormalized) posterior in the nsb estimator.

      Product of the likelihood rho and the prior d_xi; the normalizing factor is given by the marginal likelihood

      @@ -1273,8 +1272,8 @@

      Estimators -
      -class idtxl.estimators_Rudelt.RudeltBBCEstimator(settings=None)[source]
      +
      +class idtxl.estimators_Rudelt.RudeltBBCEstimator(settings=None)[source]

      Bayesian bias criterion (BBC) Estimator using NSB and Plugin estimator

      Calculate the mutual information (MI) of one variable depending on its past using nsb and plugin estimator and check if bias criterion is passed. @@ -1309,11 +1308,11 @@

      Estimators -
      -bayesian_bias_criterion(R_nsb, R_plugin, bbc_tolerance)[source]
      +
      +bayesian_bias_criterion(R_nsb, R_plugin, bbc_tolerance)[source]

      Get whether the Bayesian bias criterion (bbc) is passed.

      -
      Parameters:
      +
      Parameters

      + + + + + +

      units of observation/ comparison type

      		    idtxl.estimators_jidt
          + idtxl.estimators_mpi +
          @@ -112,6 +116,11 @@

      Python Module Index

      		    idtxl.estimators_pid
          + idtxl.estimators_python +
          @@ -195,7 +204,7 @@

      Python Module Index

      Quick search

      - +
      @@ -214,13 +223,13 @@

      Navigation

    • modules |
      • -
    • IDTxl 1.4 documentation »
      • +
    • IDTxl 1.5 documentation »
    • Python Module Index
      • \ No newline at end of file diff --git a/docs/html/search.html b/docs/html/search.html index b9f91326..eed72933 100644 --- a/docs/html/search.html +++ b/docs/html/search.html @@ -5,16 +5,16 @@ - Search — IDTxl 1.4 documentation - - + Search — IDTxl 1.5 documentation + + - + - + @@ -37,7 +37,7 @@

      Navigation

    • modules |
      • -
    • IDTxl 1.4 documentation »
      • +
    • IDTxl 1.5 documentation »
    • Search
      • @@ -48,26 +48,35 @@

      Navigation

      Search

      -
      - + + + +

      Searching for multiple words only shows matches that contain all words.

      + +
      - +
      + +
      +
      @@ -88,13 +97,13 @@

      Navigation

    • modules |
      • -
    • IDTxl 1.4 documentation »
      • +
    • IDTxl 1.5 documentation »
    • Search
      • \ No newline at end of file diff --git a/docs/html/searchindex.js b/docs/html/searchindex.js index 16c81a04..1f0c8fac 100644 --- a/docs/html/searchindex.js +++ b/docs/html/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["idtxl","idtxl_data_class","idtxl_estimators","idtxl_helper","idtxl_network_comparison","idtxl_network_inference","idtxl_postprocessing","idtxl_process_analysis","idtxl_results_class","index","modules"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":3,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":2,"sphinx.domains.rst":2,"sphinx.domains.std":1,"sphinx.ext.viewcode":1,sphinx:56},filenames:["idtxl.rst","idtxl_data_class.rst","idtxl_estimators.rst","idtxl_helper.rst","idtxl_network_comparison.rst","idtxl_network_inference.rst","idtxl_postprocessing.rst","idtxl_process_analysis.rst","idtxl_results_class.rst","index.rst","modules.rst"],objects:{"":{idtxl:[0,0,0,"-"]},"idtxl.active_information_storage":{ActiveInformationStorage:[0,1,1,""]},"idtxl.active_information_storage.ActiveInformationStorage":{analyse_network:[0,2,1,""],analyse_single_process:[0,2,1,""]},"idtxl.bivariate_mi":{BivariateMI:[0,1,1,""]},"idtxl.bivariate_mi.BivariateMI":{analyse_network:[0,2,1,""],analyse_single_target:[0,2,1,""]},"idtxl.bivariate_pid":{BivariatePID:[0,1,1,""]},"idtxl.bivariate_pid.BivariatePID":{analyse_network:[0,2,1,""],analyse_single_target:[0,2,1,""]},"idtxl.bivariate_te":{BivariateTE:[0,1,1,""]},"idtxl.bivariate_te.BivariateTE":{analyse_network:[0,2,1,""],analyse_single_target:[0,2,1,""]},"idtxl.data":{Data:[0,1,1,""]},"idtxl.data.Data":{data:[0,2,1,""],generate_logistic_maps_data:[0,2,1,""],generate_mute_data:[0,2,1,""],generate_var_data:[0,2,1,""],get_realisations:[0,2,1,""],get_seed:[0,2,1,""],get_state:[0,2,1,""],n_realisations:[0,2,1,""],n_realisations_repl:[0,2,1,""],n_realisations_samples:[0,2,1,""],permute_replications:[0,2,1,""],permute_samples:[0,2,1,""],set_data:[0,2,1,""],slice_permute_replications:[0,2,1,""],slice_permute_samples:[0,2,1,""]},"idtxl.embedding_optimization_ais_Rudelt":{OptimizationRudelt:[0,1,1,""]},"idtxl.embedding_optimization_ais_Rudelt.OptimizationRudelt":{analyse_auto_MI:[0,2,1,""],check_inputs:[0,2,1,""],compute_CIs:[0,2,1,""],get_R_tot:[0,2,1,""],get_auto_MI:[0,2,1,""],get_bootstrap_history_dependence:[0,2,1,""],get_embeddings:[0,2,1,""],get_embeddings_that_maximise_R:[0,2,1,""],get_history_dependence:[0,2,1,""],get_information_timescale_tau_R:[0,2,1,""],get_past_range:[0,2,1,""],get_set_of_scalings:[0,2,1,""],get_temporal_depth_T_D:[0,2,1,""],optimize:[0,2,1,""],optimize_single_run:[0,2,1,""],remove_subresults_single_process:[0,2,1,""]},"idtxl.estimators_Rudelt":{RudeltAbstractEstimator:[0,1,1,""],RudeltAbstractNSBEstimator:[0,1,1,""],RudeltBBCEstimator:[0,1,1,""],RudeltNSBEstimatorSymbolsMI:[0,1,1,""],RudeltPluginEstimatorSymbolsMI:[0,1,1,""],RudeltShufflingEstimator:[0,1,1,""]},"idtxl.estimators_Rudelt.RudeltAbstractEstimator":{get_median_number_of_spikes_per_bin:[0,2,1,""],get_multiplicities:[0,2,1,""],get_past_range:[0,2,1,""],get_raw_symbols:[0,2,1,""],get_symbol_counts:[0,2,1,""],get_window_delimiters:[0,2,1,""],is_analytic_null_estimator:[0,2,1,""],is_parallel:[0,2,1,""],symbol_array_to_binary:[0,2,1,""],symbol_binary_to_array:[0,2,1,""]},"idtxl.estimators_Rudelt.RudeltAbstractNSBEstimator":{H1:[0,2,1,""],alpha_ML:[0,2,1,""],d2_log_rho:[0,2,1,""],d2_log_rho_xi:[0,2,1,""],d2_xi:[0,2,1,""],d3_xi:[0,2,1,""],d_log_rho:[0,2,1,""],d_log_rho_xi:[0,2,1,""],d_xi:[0,2,1,""],get_beta_MAP:[0,2,1,""],get_integration_bounds:[0,2,1,""],log_likelihood_DP_alpha:[0,2,1,""],nsb_entropy:[0,2,1,""],rho:[0,2,1,""],unnormalized_posterior:[0,2,1,""]},"idtxl.estimators_Rudelt.RudeltBBCEstimator":{bayesian_bias_criterion:[0,2,1,""],estimate:[0,2,1,""],get_bbc_term:[0,2,1,""]},"idtxl.estimators_Rudelt.RudeltNSBEstimatorSymbolsMI":{estimate:[0,2,1,""],nsb_estimator:[0,2,1,""]},"idtxl.estimators_Rudelt.RudeltPluginEstimatorSymbolsMI":{estimate:[0,2,1,""],plugin_entropy:[0,2,1,""],plugin_estimator:[0,2,1,""]},"idtxl.estimators_Rudelt.RudeltShufflingEstimator":{estimate:[0,2,1,""],get_H0_X_past_cond_X:[0,2,1,""],get_H0_X_past_cond_X_eq_x:[0,2,1,""],get_H_X_past_cond_X:[0,2,1,""],get_H_X_past_uncond:[0,2,1,""],get_P_X_past_cond_X:[0,2,1,""],get_P_X_past_uncond:[0,2,1,""],get_P_X_uncond:[0,2,1,""],get_marginal_frequencies_of_spikes_in_bins:[0,2,1,""],get_shuffled_symbol_counts:[0,2,1,""],shuffling_MI:[0,2,1,""]},"idtxl.estimators_jidt":{JidtDiscrete:[0,1,1,""],JidtDiscreteAIS:[0,1,1,""],JidtDiscreteCMI:[0,1,1,""],JidtDiscreteMI:[0,1,1,""],JidtDiscreteTE:[0,1,1,""],JidtEstimator:[0,1,1,""],JidtGaussian:[0,1,1,""],JidtGaussianAIS:[0,1,1,""],JidtGaussianCMI:[0,1,1,""],JidtGaussianMI:[0,1,1,""],JidtGaussianTE:[0,1,1,""],JidtKraskov:[0,1,1,""],JidtKraskovAIS:[0,1,1,""],JidtKraskovCMI:[0,1,1,""],JidtKraskovMI:[0,1,1,""],JidtKraskovTE:[0,1,1,""],common_estimate_surrogates_analytic:[0,3,1,""]},"idtxl.estimators_jidt.JidtDiscrete":{estimate_surrogates_analytic:[0,2,1,""],get_analytic_distribution:[0,2,1,""],is_analytic_null_estimator:[0,2,1,""]},"idtxl.estimators_jidt.JidtDiscreteAIS":{estimate:[0,2,1,""],get_analytic_distribution:[0,2,1,""]},"idtxl.estimators_jidt.JidtDiscreteCMI":{estimate:[0,2,1,""],get_analytic_distribution:[0,2,1,""]},"idtxl.estimators_jidt.JidtDiscreteMI":{estimate:[0,2,1,""],get_analytic_distribution:[0,2,1,""]},"idtxl.estimators_jidt.JidtDiscreteTE":{estimate:[0,2,1,""],get_analytic_distribution:[0,2,1,""]},"idtxl.estimators_jidt.JidtEstimator":{is_parallel:[0,2,1,""]},"idtxl.estimators_jidt.JidtGaussian":{estimate_surrogates_analytic:[0,2,1,""],get_analytic_distribution:[0,2,1,""],is_analytic_null_estimator:[0,2,1,""]},"idtxl.estimators_jidt.JidtGaussianAIS":{estimate:[0,2,1,""]},"idtxl.estimators_jidt.JidtGaussianCMI":{estimate:[0,2,1,""],get_analytic_distribution:[0,2,1,""]},"idtxl.estimators_jidt.JidtGaussianMI":{estimate:[0,2,1,""]},"idtxl.estimators_jidt.JidtGaussianTE":{estimate:[0,2,1,""]},"idtxl.estimators_jidt.JidtKraskov":{is_analytic_null_estimator:[0,2,1,""]},"idtxl.estimators_jidt.JidtKraskovAIS":{estimate:[0,2,1,""]},"idtxl.estimators_jidt.JidtKraskovCMI":{estimate:[0,2,1,""]},"idtxl.estimators_jidt.JidtKraskovMI":{estimate:[0,2,1,""]},"idtxl.estimators_jidt.JidtKraskovTE":{estimate:[0,2,1,""]},"idtxl.estimators_multivariate_pid":{SxPID:[0,1,1,""]},"idtxl.estimators_multivariate_pid.SxPID":{estimate:[0,2,1,""],is_analytic_null_estimator:[0,2,1,""],is_parallel:[0,2,1,""]},"idtxl.estimators_opencl":{OpenCLKraskov:[0,1,1,""],OpenCLKraskovCMI:[0,1,1,""],OpenCLKraskovMI:[0,1,1,""]},"idtxl.estimators_opencl.OpenCLKraskov":{is_analytic_null_estimator:[0,2,1,""],is_parallel:[0,2,1,""]},"idtxl.estimators_opencl.OpenCLKraskovCMI":{estimate:[0,2,1,""]},"idtxl.estimators_opencl.OpenCLKraskovMI":{estimate:[0,2,1,""]},"idtxl.estimators_pid":{SydneyPID:[0,1,1,""],TartuPID:[0,1,1,""]},"idtxl.estimators_pid.SydneyPID":{estimate:[0,2,1,""],is_analytic_null_estimator:[0,2,1,""],is_parallel:[0,2,1,""]},"idtxl.estimators_pid.TartuPID":{estimate:[0,2,1,""],is_analytic_null_estimator:[0,2,1,""],is_parallel:[0,2,1,""]},"idtxl.idtxl_exceptions":{AlgorithmExhaustedError:[0,4,1,""],BROJA_2PID_Exception:[0,4,1,""],JidtOutOfMemoryError:[0,4,1,""],package_missing:[0,3,1,""]},"idtxl.idtxl_io":{export_brain_net_viewer:[0,3,1,""],export_networkx_graph:[0,3,1,""],export_networkx_source_graph:[0,3,1,""],import_fieldtrip:[0,3,1,""],import_matarray:[0,3,1,""],load_json:[0,3,1,""],load_pickle:[0,3,1,""],save_json:[0,3,1,""],save_pickle:[0,3,1,""]},"idtxl.idtxl_utils":{argsort_descending:[0,3,1,""],autocorrelation:[0,3,1,""],calculate_mi:[0,3,1,""],combine_discrete_dimensions:[0,3,1,""],conflicting_entries:[0,3,1,""],discretise:[0,3,1,""],discretise_max_ent:[0,3,1,""],equal_dicts:[0,3,1,""],print_dict:[0,3,1,""],remove_column:[0,3,1,""],remove_row:[0,3,1,""],separate_arrays:[0,3,1,""],sort_descending:[0,3,1,""],standardise:[0,3,1,""],swap_chars:[0,3,1,""]},"idtxl.multivariate_mi":{MultivariateMI:[0,1,1,""]},"idtxl.multivariate_mi.MultivariateMI":{analyse_network:[0,2,1,""],analyse_single_target:[0,2,1,""]},"idtxl.multivariate_pid":{MultivariatePID:[0,1,1,""]},"idtxl.multivariate_pid.MultivariatePID":{analyse_network:[0,2,1,""],analyse_single_target:[0,2,1,""]},"idtxl.multivariate_te":{MultivariateTE:[0,1,1,""]},"idtxl.multivariate_te.MultivariateTE":{analyse_network:[0,2,1,""],analyse_single_target:[0,2,1,""],getit:[0,2,1,""]},"idtxl.network_analysis":{NetworkAnalysis:[0,1,1,""]},"idtxl.network_analysis.NetworkAnalysis":{current_value:[0,2,1,""],resume_checkpoint:[0,2,1,""],selected_vars_full:[0,2,1,""],selected_vars_sources:[0,2,1,""],selected_vars_target:[0,2,1,""]},"idtxl.network_comparison":{NetworkComparison:[0,1,1,""]},"idtxl.network_comparison.NetworkComparison":{calculate_link_te:[0,2,1,""],compare_between:[0,2,1,""],compare_links_within:[0,2,1,""],compare_within:[0,2,1,""]},"idtxl.network_inference":{NetworkInference:[0,1,1,""],NetworkInferenceBivariate:[0,1,1,""],NetworkInferenceMI:[0,1,1,""],NetworkInferenceMultivariate:[0,1,1,""],NetworkInferenceTE:[0,1,1,""]},"idtxl.results":{AdjacencyMatrix:[0,1,1,""],DotDict:[0,1,1,""],Results:[0,1,1,""],ResultsMultivariatePID:[0,1,1,""],ResultsNetworkAnalysis:[0,1,1,""],ResultsNetworkComparison:[0,1,1,""],ResultsNetworkInference:[0,1,1,""],ResultsPID:[0,1,1,""],ResultsSingleProcessAnalysis:[0,1,1,""],ResultsSingleProcessRudelt:[0,1,1,""]},"idtxl.results.AdjacencyMatrix":{add_edge:[0,2,1,""],add_edge_list:[0,2,1,""],get_edge_list:[0,2,1,""],n_edges:[0,2,1,""],n_nodes:[0,2,1,""],print_matrix:[0,2,1,""]},"idtxl.results.Results":{combine_results:[0,2,1,""]},"idtxl.results.ResultsMultivariatePID":{get_single_target:[0,2,1,""]},"idtxl.results.ResultsNetworkAnalysis":{get_single_target:[0,2,1,""],get_target_sources:[0,2,1,""],targets_analysed:[0,2,1,""]},"idtxl.results.ResultsNetworkComparison":{get_adjacency_matrix:[0,2,1,""],get_single_target:[0,2,1,""],get_target_sources:[0,2,1,""],print_edge_list:[0,2,1,""]},"idtxl.results.ResultsNetworkInference":{get_adjacency_matrix:[0,2,1,""],get_source_variables:[0,2,1,""],get_target_delays:[0,2,1,""],print_edge_list:[0,2,1,""]},"idtxl.results.ResultsPID":{get_single_target:[0,2,1,""]},"idtxl.results.ResultsSingleProcessAnalysis":{get_significant_processes:[0,2,1,""],get_single_process:[0,2,1,""],processes_analysed:[0,2,1,""]},"idtxl.results.ResultsSingleProcessRudelt":{get_single_process:[0,2,1,""],processes_analysed:[0,2,1,""]},"idtxl.single_process_analysis":{SingleProcessAnalysis:[0,1,1,""]},"idtxl.stats":{ais_fdr:[0,3,1,""],check_n_perm:[0,3,1,""],max_statistic:[0,3,1,""],max_statistic_sequential:[0,3,1,""],max_statistic_sequential_bivariate:[0,3,1,""],mi_against_surrogates:[0,3,1,""],min_statistic:[0,3,1,""],network_fdr:[0,3,1,""],omnibus_test:[0,3,1,""],syn_shd_against_surrogates:[0,3,1,""],unq_against_surrogates:[0,3,1,""]},"idtxl.visualise_graph":{plot_mute_graph:[0,3,1,""],plot_network:[0,3,1,""],plot_network_comparison:[0,3,1,""],plot_selected_vars:[0,3,1,""]},idtxl:{active_information_storage:[0,0,0,"-"],bivariate_mi:[0,0,0,"-"],bivariate_pid:[0,0,0,"-"],bivariate_te:[0,0,0,"-"],data:[0,0,0,"-"],embedding_optimization_ais_Rudelt:[0,0,0,"-"],estimators_Rudelt:[0,0,0,"-"],estimators_jidt:[0,0,0,"-"],estimators_multivariate_pid:[0,0,0,"-"],estimators_opencl:[0,0,0,"-"],estimators_pid:[0,0,0,"-"],idtxl_exceptions:[0,0,0,"-"],idtxl_io:[0,0,0,"-"],idtxl_utils:[0,0,0,"-"],multivariate_mi:[0,0,0,"-"],multivariate_pid:[0,0,0,"-"],multivariate_te:[0,0,0,"-"],network_analysis:[0,0,0,"-"],network_comparison:[0,0,0,"-"],network_inference:[0,0,0,"-"],results:[0,0,0,"-"],single_process_analysis:[0,0,0,"-"],stats:[0,0,0,"-"],visualise_graph:[0,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","function","Python function"],"4":["py","exception","Python exception"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:function","4":"py:exception"},terms:{"00001":[0,7],"005":[0,7],"00561":[0,7],"00629":[0,7],"0068910":0,"00706":[0,7],"00792":[0,7],"00889":[0,7],"00998":[0,7],"010":[0,5],"0109462":[0,1],"01119":[0,7],"01256":[0,7],"01409":[0,7],"01581":[0,7],"016":[0,7],"01774":[0,7],"01991":[0,7],"02233":[0,7],"025":[0,7],"02506":[0,7],"0262":[0,5],"02812":[0,7],"03155":[0,7],"03356":[0,7],"0354":[0,7],"03972":[0,7],"04456":[0,7],"051112":[0,5,7],"0561":[0,7],"06295":[0,7],"066138":[0,2],"07063":[0,7],"07924":[0,7],"08891":[0,7],"09976":[0,7],"100":[0,5,7],"1000":[0,1,7],"10000":[0,1,6],"1004":[0,7],"1007":[0,1,5],"1016":[0,7],"1024":[0,2],"1101":6,"1103":[0,5,7],"11194":[0,7],"11936":[0,7],"12559":[0,7],"1371":[0,1],"14092":[0,7],"15479":[0,7],"15811":[0,7],"17741":[0,7],"19905":[0,7],"1995":[0,8],"1st":[0,1],"1th":[0,1],"200":[0,2,3,5,7],"2000":[0,2,5],"2001":[0,1],"2002":[0,3,7],"2004":[0,2],"2010":[0,7],"2011":[0,5,7],"2012":[0,2,5,7],"2013":0,"2014":[0,1,2,7],"2015":6,"2017":[0,2],"2018":[0,2],"2020":[0,7],"2021":[0,6,7],"208":[0,2,7],"2161":[0,2,7],"2183":[0,2,7],"21th":6,"22334":[0,7],"23342":[0,7],"250":[0,7],"25059":[0,7],"2515":[0,7],"25594":[0,7],"271":[0,2],"28117":[0,7],"2pid":[0,2],"3000":[0,1],"31548":[0,7],"3389":[0,7],"3390":[0,2,7],"35397":[0,7],"39716":[0,7],"40919":[0,7],"44563":[0,7],"45625":[0,7],"461":[0,2,5],"463":[0,1],"464":[0,5],"467050v1":6,"474":[0,1],"500":[0,3,4,5,7],"5000":[0,1],"50594":[0,7],"530":[0,2],"53973":[0,7],"56101":[0,7],"58114":[0,7],"62946":[0,7],"70627":[0,7],"725":6,"734":6,"77407":[0,7],"79245":[0,7],"81171":[0,7],"870":[0,3],"878":[0,3],"88914":[0,7],"97164":[0,7],"99054":[0,7],"99763":[0,7],"\u03ba":[0,7,8],"\u03c41":[0,7,8],"abstract":[0,2,7],"boolean":[0,2],"break":[0,2],"case":[0,6,7],"class":[0,2,4,5,6,7,9],"default":[0,1,2,3,4,5,6,7,8],"export":0,"final":[0,2,5,7],"float":[0,1,2,3,4,5,6,7,8],"function":[0,1,2,5,6,7,9],"g\u00f6ttingen":[0,7],"import":[0,7],"int":[0,1,2,3,4,5,6,7,8],"long":[0,7],"new":[0,1,7],"null":[0,2],"return":[0,1,2,3,4,5,6,7,8],"true":[0,1,2,3,4,5,6,7,8],"v\u00f6gler":[0,7],"var":[0,1,2],"while":[0,1,2,7],AIS:[0,2,3,8,9],For:[0,1,2,3,5,6,7],ONE:[0,1],One:[0,6,7],The:[0,2,3,4,5,6,7,9],There:[0,8],These:[0,7],Use:[0,3],Used:6,Uses:[0,5,7],_create_surrogate_t:[0,3],_process0:[0,7],_single_target:[0,8],about:[0,4,7,8],abov:[0,2,7],abs:[0,7],absenc:[0,7],absolut:[0,8],abzing:[0,2],accept:[0,1],access:[0,8],accord:[0,1,3,6],achiev:6,acm:6,across:[0,3,6,7],actic:[0,2],activ:[0,2,3,8,9],active_information_storag:[7,9,10],activeinformationstorag:[0,7],actual:[0,1,2,3,6],adapt:[0,3],add:[0,2,5,6,7],add_condit:[0,5,7],add_edg:0,add_edge_list:0,added:[0,2,5,7,8],adding:[0,5,7],addit:[0,1,7],addition:[0,7,8],adjac:[0,6,8],adjacency_matrix:0,adjacencymatrix:[0,8],advanc:[0,7],after:[0,3],again:[0,2,5,6],against:[0,3],ais:[0,7,8],ais_fdr:[0,3,7],ais_pval:[0,8],ais_sign:[0,8],ais_tot:[0,7,8],aka:[0,7],albert:[0,2],alg_num:[0,2],algorithm:[0,2,6,8,9],algorithm_num:[0,2],algorithmexhaustederror:[0,3],all:[0,1,2,3,4,5,6,7,8],allow:[0,1,2,3],along:[0,3],alph1:[0,2],alph2:[0,2],alph:[0,2,7],alph_s1:[0,2,7],alph_s2:[0,2,7],alph_t:[0,2,7],alpha:[0,3,4,5,6,7,8],alpha_:[0,5,7],alpha_comp:[0,4],alpha_fdr:[0,3],alpha_max_seq:[0,3],alpha_max_stat:[0,3],alpha_mi:[0,3,8],alpha_min_stat:[0,3],alpha_ml:[0,7],alpha_omnibu:[0,3],alphabet:[0,2],alphabet_s:[0,7],alphabet_size_past:[0,7],alphc:[0,2],alreadi:[0,2,5],also:[0,6],alwai:[0,2],among:[0,6,7],analys:[0,1,8],analyse_auto_mi:[0,7,8],analyse_network:[0,5,7],analyse_single_process:[0,7],analyse_single_target:[0,5,7],analysi:[0,1,2,3,4,5,8,9],analysis_setup:[0,3],analyt:[0,2,7],analyticnulldistribut:[0,2],analyz:[0,7],ani:[0,1,6],anoth:[0,2],append:6,appli:[0,2,3,7],approach:0,arang:[0,1],arg:[0,1,2,3,4,5,6,7,8],argsort_descend:[0,3],argument:[0,2,6],around:[0,7],arrai:[0,1,2,3,4,5,6,7,8],array_nam:0,arxiv:[0,7],assign:[0,4],associ:6,assum:[0,2],assumpt:[0,3,7],astyp:[0,7],attain:[0,7],attemp:[0,2],attempt:[0,2],attribut:[0,1,3,5,6,7,8],auto:[0,7],auto_mi:[0,7,8],auto_mi_bin_s:[0,7,8],auto_mi_bin_size_set:[0,7],auto_mi_delai:[0,7,8],auto_mi_max_delai:[0,7,8],autocorrel:[0,3,7,8],autodetect:0,automat:[0,7],autoregress:[0,1],avail:[0,2,7,8],averag:[0,2,7],avg:[0,8],axes:[0,1],axi:[0,3],baccala:[0,1],back:[0,1,7],base:[0,2,3,4,5,7],basi:0,basic:[0,3],bayesian:[0,7],bayesian_bias_criterion:[0,7],bbc:[0,7],bbc_term:[0,7],bbc_toler:[0,7],becaus:[0,1,2,3,6,7],becker:[0,7],been:[0,2,4,7,8],beer:[0,7],befor:[0,2,8],being:9,below:[0,7],benjamini:[0,8],bertsching:[0,2,7],best:6,beta:[0,7],beta_map:[0,7],between:[0,2,3,4,5,6,7],bia:[0,7],bialek:[0,7],bias:[0,7],big:[0,3],bigger:[0,3],bin:[0,2,3,7,8],bin_siz:[0,7],binari:[0,7,8],biol:[0,1],biologi:[0,7],biorxiv:6,bit:[0,2],bivar:0,bivari:[0,2,3,8,9],bivariate_mi:[5,9,10],bivariate_pid:[7,9,10],bivariate_t:[5,9,10],bivariatemi:[0,5],bivariatepid:[0,7],bivariatet:[0,5],block:[0,1,7],block_siz:[0,1],bmi:9,bnv:0,bool:[0,1,2,3,4,5,6,7,8],bootstrap:[0,7],bootstrap_ci_percentile_hi:[0,7],bootstrap_ci_percentile_lo:[0,7],bootstrap_ci_use_sd:[0,7],borgwardt:6,both:[0,2,3,4,7,8],bound:[0,2,7],boundari:[0,2],brain:0,brainnet:0,broja:[0,2],broja_2pid:[0,2],broja_2pid_except:0,bte:9,build:6,calcclass:[0,2],calcul:[0,1,2,3,4,5,6,7],calculate_link_t:[0,4],calculate_mi:[0,3],call:[0,2,3,5,6,7,8],cambridg:[0,7],can:[0,1,2,3,4,5,6,7,8],candid:[0,3,5,7],candidate_set:[0,3],cannot:[0,2,3],carri:6,caus:0,causal:[0,5,7],chang:[0,2],channel:0,charact:[0,1,3],characterist:[0,7,8],check:[0,2,3,4,6,7],check_input:[0,7],check_n_perm:[0,3],checkpoint:[0,5,7],child:[0,2,7],choic:6,choos:[0,3],chosen:[0,1,7],chunk:[0,2,7],circular:[0,1],ckp:0,close:[0,7],cmi:[0,2,4,5,7],cmi_diff_ab:[0,8],cmi_estim:[0,4,5,7,8],code:[0,2,6],coding_list:6,coeffici:[0,1,3],coefficient_matric:[0,1],coher:[0,1],collect:[0,4],color:0,column:[0,3],com:[0,2,7],combin:[0,1,3,6,7],combine_discrete_dimens:[0,3],combine_result:0,come:0,common:[0,2],common_estimate_surrogates_analyt:[0,2],commonli:0,comp:[0,5],compar:[0,1,3,4,8],compare_between:[0,4],compare_links_within:[0,4],compare_within:[0,4],comparison:[0,3,6,9],complet:[0,3,7],complex:[0,2,6,7],comprehens:0,comput:[0,2,5,6,7],compute_ci:[0,7],computecombinedvalu:[0,3],concaten:[0,2],concentr:[0,7],concept:[0,1],condit:[0,2,3,4,5,6,7,8],conditionalmutualinfocalculatormultivariategaussian:[0,2],cone:[0,2],cone_solv:[0,2],confer:6,confid:[0,2,7],conflict:0,conflicting_entri:[0,3],connect:[0,4,5,8],connectom:0,consequ:[0,7],consid:[0,3,5,6],consider:[0,7],consist:[0,1,5,6],consol:[0,2,3,4,5,7,8],constant:[0,3],construct:[0,5],contain:[0,2,3,5,7,8],content:[6,10],context:[0,2],continu:[0,2,3],contribut:[0,7],control:[0,2,4],conveni:[0,8],converg:[0,2],convert:[0,6,7],coordin:0,copi:[0,3],corr:[0,3],correct:[0,3,5,6,7,8],correct_by_target:[0,3],correl:[0,3],correspond:[0,1,2,6,8],could:0,count:[0,1,2,6,7],count_discord:6,count_discordants_wylight:6,count_subgraph:6,count_subgraph_wylight:6,coupl:[0,1],cpu:[0,9],crash:[0,5,7],creat:[0,1,3,4,6,7],creation:[0,1,3,4,5,7],criterion:[0,7,8],critic:[0,3,4,5,7],current:[0,1,2,3,5,6,7,8],current_min_freq:6,current_min_p:6,current_symbol_arrai:[0,7],current_valu:[0,1,5,7,8],cybern:[0,1],d2_log_rho:[0,7],d2_log_rho_xi:[0,7],d2_xi:[0,7],d3_xi:[0,7],d_log_rho:[0,7],d_log_rho_xi:[0,7],d_xi:[0,7],data:[2,3,4,5,6,8,9,10],data_1:[0,1],data_2:[0,1],data_a:[0,4],data_b:[0,4],data_format:6,data_mut:[0,1],data_new:[0,1],data_properti:[0,8],data_set_a:[0,4],data_set_b:[0,4],data_spiketim:[0,7],debug:[0,2,7],decod:6,decode_adjac:6,decomposit:[0,2,8,9],decreas:[0,2],decrement:[0,2],defin:[0,2,3],degre:[0,2,3],delai:[0,2,7,8],delet:[0,7],delimit:[0,7],delta:[0,7],denomin:[0,3],depend:[0,1,4,6,8,9],dependent_var:[0,7],depth:[0,5,7,8],deriv:[0,3,7],descend:[0,3],describ:[0,2,5,6,7,8],descric:[0,2],descript:[0,5,7],design:6,desir:6,detail:[0,2,3,4,5,7,8],detect:[0,3,4,5,7],determin:[0,1,6,7,8],determine_tarone_factor:6,deviat:[0,1,3,7],devic:[0,2],dict:[0,1,2,3,4,5,6,7,8],dict_1:[0,3],dict_2:[0,3],dictionari:[0,2,3,7,8],dietterich:[0,7],diff_ab:[0,8],differ:[0,1,2,3,4,6,7,8],differenti:[0,2,7],digraph:0,dim_ord:[0,1],dimens:[0,1,2,3],dimension:[0,1,3],direct:[0,1,2,6],dirichlet:[0,7],discard:[0,7],discord:6,discoveri:[0,3,6],discret:[0,1,2,3],discretis:[0,2,3],discretise_max_:[0,3],discretise_method:[0,2],discretisemaxentropi:[0,3],discuss:9,disk:[0,5,7],displai:0,display_edge_label:0,distanc:[0,2],distribut:[0,2,3,6,7,8],divid:[0,3],docstr:[0,5,7,8],document:[0,2,3,4,5,7,8],doe:[0,2,3,6],doi:[0,1,2,5,7],don:0,done:[0,3,7],dot:[0,8],dotdict:[0,7],down:[0,3],drawn:[0,7],due:[0,2,7],duplic:0,dure:[0,7],dynam:[0,1,2,9],e109462:[0,1],e16042161:[0,2,7],e68910:0,each:[0,1,2,3,4,5,6,7,8],easi:[0,7],east:6,eco:[0,2],edg:[0,8],editor:[0,7],effect:[0,4,5,7,8],effici:[0,6,7],either:[0,2,3,5,6,7,8],els:[0,7],emb:[0,7],embed:[0,1,2,4,5,8,9],embedding_number_of_bins_set:[0,7],embedding_optimization_ais_rudelt:[7,9,10],embedding_past_range_set:[0,7],embedding_scaling_exponent_set:[0,7],embedding_step_s:[0,7],empir:[0,2],empti:[0,1,6],enabl:[0,5,7],encod:6,encode_adjac:6,engin:0,enough:[0,3,6],enter:[0,8],entri:[0,1,3,4,6,7,8],entropi:[0,1,2,3,7,8,9],enumerate_frequent_graph:6,enumerate_frequent_subgraph:6,enumerate_significant_subgraph:6,eps:[0,7],equal:[0,2,3],equal_dict:[0,3],equiv:[0,7],equival:[0,7,8],err:0,error:[0,2],essenti:[0,7],establish:[0,1],estim:[0,1,3,4,5,6,8,9],estimate_parallel:[0,2],estimate_surrogates_analyt:[0,2,7],estimation_method:[0,7,8],estimators_:[0,4,5,7],estimators_jidt:[2,9,10],estimators_multivariate_pid:[9,10],estimators_opencl:[2,9,10],estimators_pid:[2,7,9,10],estimators_rudelt:[7,9,10],evalu:6,even:6,evenli:[0,3],event:[0,7],everi:[0,2,5,7],exact:[0,2],exampl:[0,1,3,4,5,7],except:0,exclud:[0,5],exist:[0,1],expect:[0,1,7],experiment:[0,4],explan:0,expon:[0,7,8],exponenti:[0,2],export_brain_net_view:0,export_networkx_graph:0,export_networkx_source_graph:0,extend:6,extend_mcnemar:6,extend_wi:6,extend_wy_light:6,extend_wy_light_mcnemar:6,extend_wy_mcnemar:6,extens:[0,5,6,7],extract:[0,7],face:[0,4],factor:[0,6,7],fae:[0,1,5,7],fall:[0,1],fals:[0,1,2,3,5,7],far:6,fast:[0,2,6],faster:[0,3],fdr:[0,3,5,8],fdr_constant:[0,3],fdr_correct:[0,5,7],femal:[0,4],fewer:[0,8],field:[0,3],fieldtrip:0,fieldtriptoolbox:0,fifth:0,figur:0,file:[0,5,7],file_nam:0,file_path:0,file_vers:0,filename_ckp:[0,5,7],fill:6,find:[0,2,5,7],fire:[0,7,8],firing_r:[0,7,8],first:[0,1,2,4,6,7,8],first_bin_s:[0,7],fit:[0,1],five:[0,1],fix:[0,1],fninf:[0,7],follow:[0,1,7],forc:[0,5,7],form:[0,1,6],format:[0,1,2,7],forth:[0,3],found:[0,5,7],four:[0,4,5],fourth:0,free:[0,5],freedom:[0,3],freq:6,frequenc:[0,6,7],frequent:6,frequent_graph:6,frequent_subgraph:6,from:[0,1,2,3,4,5,7,8],front:[0,2,7],fsampl:0,ft_datatype_raw:0,ft_struct_nam:0,full:[0,3,5,6],further:[0,4,5,6,7],futur:[0,2],galusk:[0,7],gaussian:[0,1,2],gener:[0,1,3,8],generate_coding_list:6,generate_logistic_maps_data:[0,1],generate_min_p_t:6,generate_mute_data:[0,1,5,7],generate_p_t:6,generate_var_data:[0,1],genoves:[0,3],get:[0,1,7,8],get_adjacency_matrix:[0,8],get_analytic_distribut:[0,2],get_as_list:[0,7],get_auto_mi:[0,7],get_bbc_term:[0,7],get_beta_map:[0,7],get_bootstrap_history_depend:[0,7],get_edge_list:0,get_embed:[0,7],get_embeddings_that_maximise_r:[0,7],get_h0_x_past_cond_x:[0,7],get_h0_x_past_cond_x_eq_x:[0,7],get_h_x_past_cond_x:[0,7],get_h_x_past_uncond:[0,7],get_history_depend:[0,7],get_information_timescale_tau_r:[0,7],get_integration_bound:[0,7],get_marginal_frequencies_of_spikes_in_bin:[0,7],get_max_r_t:[0,7],get_median_number_of_spikes_per_bin:[0,7],get_multipl:[0,7],get_p_x_past_cond_x:[0,7],get_p_x_past_uncond:[0,7],get_p_x_uncond:[0,7],get_past_rang:[0,7],get_r_thresh:[0,7],get_r_tot:0,get_raw_symbol:[0,7],get_realis:[0,1],get_realisations_symbol:[0,7],get_se:[0,1],get_set_of_sc:[0,7],get_shannon_entropi:[0,7],get_shuffled_symbol_count:[0,7],get_significant_process:[0,8],get_single_process:[0,8],get_single_target:[0,8],get_source_vari:[0,8],get_stat:[0,1],get_symbol_count:[0,7],get_target_delai:[0,8],get_target_sourc:[0,8],get_temporal_depth_t_d:[0,7],get_window_delimit:[0,7],getit:0,ghahramani:[0,7],github:[0,2,3,7,9],give:[0,2],given:[0,1,2,3,6,7,8],glass:0,goal:6,good:0,googl:9,gpu:[0,9],gpuid:[0,2],granger:[0,5,7],graph:[0,7],graph_typ:6,grassberg:[0,2],greedi:0,group:[0,6,7,9],groupa:6,groupa_network:6,groupb:6,groupb_network:6,guess:[0,7],gutknecht:[0,6,7],h0_sh_x_past_cond_x:[0,7],h0_x_past_cond_x:[0,7],h_0:[0,7],h_spike:[0,7,8],h_uncond:[0,7],h_x_past_cond_x:[0,7],h_x_past_uncond:[0,7],halv:[0,2],handl:0,happen:6,hard:[0,2],has:[0,1,2,3,4,5,6,7,8],have:[0,1,2,3,4,5,7,8,9],hde:[0,7],hdestim:[0,7],hdf5:0,head:9,hehlotler:[0,3],hellother:[0,3],helper:9,henc:[0,2,5],here:[0,2,7],heurist:[0,7],high:[0,2,8],higher:0,highest:[0,3,8],highest_protocol:0,histori:[0,2,8,9],history_depend:[0,7,8],history_sourc:[0,2],history_target:[0,2],hit:[0,2],hold:[0,8],home:0,hommel:6,hopefulli:0,host:9,hous:[0,4],how:[0,2,7],howev:[0,2],http:[0,1,2,3,5,6,7],human:0,hypothesi:[0,2],i_1:[0,3],i_2:[0,3],i_corr:[0,7],i_list:0,i_plugin:[0,7],identifi:[0,3,6,8],idtxl:[1,2,3,4,5,6,7,8],idtxl_checkpoint:[0,5,7],idtxl_except:[9,10],idtxl_import:[],idtxl_io:[9,10],idtxl_util:[3,9,10],idx:[0,1,5,7],idx_al:[0,3],idx_list:[0,1],idx_realis:[0,1],idx_singl:[0,3],ignor:[0,2,6,7],imag:[0,7],immedi:6,implement:[0,1,2,4,6,7],implicitli:[0,1],import_fieldtrip:0,import_matarrai:0,improv:[0,2],includ:[0,3,6,7,8],incom:[0,2],inconveni:0,increment:[0,2],ind:[0,1],indent:[0,3],independ:[0,2,4,7],index:[0,1,3,4,5,6,7,8,9],indic:[0,1,2,3,5,6,7,8],individu:[0,2,3,5,6,7,8],inf:6,infer:[0,3,4,7,9],infin:6,influenc:[0,5,7],infodynam:[0,3],infor:[0,2],inform:[0,1,3,4,8,9],initi:[0,1,2,6],initial_st:[0,1],initialis:[0,1],inner:[0,2,5],input:[0,2,3,6,7,8],ins:[0,7],insid:0,inspect:[0,7],instanc:[0,1,2,3,4,5,6,7,8],instanti:[0,2],instead:[0,1,2,3,5,7],institut:[0,5],int32:[0,2],intact:[0,1],integ:[0,1,6,7],integr:[0,7],interact:[0,8],intermedi:[0,2],intern:[0,6],interv:[0,7],intial:6,introduc:6,is_analytic_null_estim:[0,2,7],is_parallel:[0,2,7],issu:9,iter:[0,5,7],ith:6,its:[0,2,7,8],j_list:0,java:[0,2],jidt:[0,3,9],jidtdiscret:[0,2],jidtdiscreteai:[0,2],jidtdiscretecmi:[0,2],jidtdiscretemi:[0,2],jidtdiscretet:[0,2],jidtestim:[0,2],jidtgaussian:[0,2],jidtgaussianai:[0,2],jidtgaussiancmi:[0,2],jidtgaussianmi:[0,2],jidtgaussiant:[0,2],jidtkraskov:[0,2],jidtkraskovai:[0,2],jidtkraskovcmi:[0,2,5,7],jidtkraskovmi:[0,2],jidtkraskovt:[0,2],jidtoutofmemoryerror:[0,2],joint:[0,2,3,4,5],joseph:[0,2],jost:[0,2,7],journal:[0,1],jpackag:[0,2],jpype:[0,2],json:0,k_rt:6,kappa:[0,7],kasenburg:6,keep:[0,1,2],kei:[0,3,7,8],keyword:[0,8],knn:[0,2],knowledg:6,kraskov:[0,2],kraskov_k:[0,2],ksg:[0,2],kwarg:0,label:0,labl:0,lag:[0,1,2,5,6,7,8],lag_mi:[0,2],lags_pid:[0,7],larger:[0,2,6],last:[0,3,7],later:0,latter:[0,2],lattic:[0,8],lazar:[0,3],least:6,len:[0,3],lenght:[0,7],length:[0,1,2,3,7,8],les:0,lett:[0,2,5],level:[0,2,3,4,5,6,7],light:6,like:[0,7,8],likelihood:[0,7],limit:[0,2],lindner:[0,5,7],line:[0,4],linear:[0,1],linearli:[0,7],link:[0,3,4,5,6,8],link_a:[0,4],link_b:[0,4],link_count:6,list:[0,1,3,4,5,6,7,8],lizier:[0,2,3,5,7],llinar:6,load:[0,7],load_json:0,load_pickl:0,local:[0,1,2,7],local_valu:[0,2],locat:[0,6,7],log:[0,7],log_likelihood_dp_alpha:[0,7],logarithm:[0,7],logic:[0,3],logical_xor:[0,7],logist:[0,1],longer:0,look:[0,8,9],lookup:6,loop:[0,2],loos:[0,1],lopez:6,lower:[0,7],lowest:[0,3],machin:[0,2],made:[0,3],mai:[0,2,8],main:[0,6,7],make:[0,2,3,7],makkeh:[0,2,7],male:[0,4],mani:[0,2],manual:0,map:[0,1,3,6,7],margin:[0,7],marginal_prob:[0,7],marinazzo:[0,1],marx:[0,7],mass:[0,2],mat:0,match:[0,4],matlab:[0,1],matplotlib:0,matric:[0,1,6],matrix:[0,1,6,8],matrixutil:[0,3],max:[0,1,3,5],max_depth:6,max_ent:[0,2],max_it:[0,2,7],max_lag:[0,5,7],max_lag_sourc:[0,5],max_lag_target:[0,5],max_p:[0,8],max_p_lag:[0,8],max_seq:[0,5],max_shift:[0,1],max_stat:[0,5,7],max_statist:[0,3],max_statistic_sequenti:[0,3],max_statistic_sequential_bivari:[0,3],max_t:[0,8],max_te_lag:[0,8],max_unsuc_swaps_row_parm:[0,2,7],maxim:[0,7],maximis:[0,5,7],maximum:[0,1,2,3,5,6,7,8],mcnemar:6,mean:6,measur:[0,2,5,6,7,8],median:[0,7],mem:[0,2],memori:[0,6],messag:0,method:[0,1,2,3,4,5,6,7,8],mi_against_surrog:[0,3],mi_omnibu:[0,5],mi_sign_sourc:[0,5],michael:[0,7],mikhail:[0,2],min:[0,3],min_first_bin_s:[0,7],min_freq:6,min_lag:[0,5],min_lag_sourc:[0,5],min_p_value_t:6,min_stat:[0,5,7],min_statist:[0,3],min_step_for_sc:[0,7],mine:[0,8,9],minimum:[0,3,5,6,7],minimum_p_valu:6,minu:[0,7],mis:[0,5],misinform:0,miss:0,mit:[0,7],mmi:9,mni:0,mni_coord:0,model:[0,1,5,7],modul:[2,4,5,7,8,9,10],moment:[0,7],montalto:[0,1],more:[0,2,5,6,7,9],most:[0,6,7],mpg:[0,5],mte:9,multi:[0,3],multinomi:[0,7],multipl:[0,1,2,4,6,7,8],multipli:[0,3],multivar:0,multivari:[0,1,2,3,4,8,9],multivariate_mi:[5,9,10],multivariate_pid:[7,9,10],multivariate_t:[5,9,10],multivariatemi:[0,5],multivariatepid:[0,7],multivariatet:[0,3,5,8],must:[0,1,2,3,7],mute:[0,1],mutual:[0,2,3,7,9],n_a:6,n_b:6,n_chunk:[0,2],n_discrete_bin:[0,2],n_edg:0,n_node:[0,8],n_perm:[0,2,3],n_perm_:[0,5,7],n_perm_comp:[0,4],n_perm_max_seq:[0,3,5],n_perm_max_stat:[0,3,5,7],n_perm_mi:[0,3],n_perm_min_stat:[0,3,5,7],n_perm_omnibu:[0,3,5],n_process:[0,1,8],n_realis:[0,1,8],n_realisations_repl:[0,1],n_realisations_sampl:[0,1],n_replic:[0,1],n_sampl:[0,1],name:[0,5,7],nat:[0,2],nearest:[0,2],nearli:[0,2],necessari:[0,1,7],necessarili:[0,7],need:[0,2,7],neighborhood:[0,2],neighbour:[0,2],nemenman:[0,7],network:[0,1,3,7,9],network_a:[0,4],network_analysi:[5,7,9,10],network_b:[0,4],network_comparison:[4,9,10],network_fdr:[0,3,5,8],network_infer:[9,10],network_set_a:[0,4],network_set_b:[0,4],networkanalysi:0,networkcomparison:[0,4],networkinfer:0,networkinferencebivari:0,networkinferencemi:0,networkinferencemultivari:0,networkinferencet:0,networkx:0,neural:[0,1,6,9],neuroimag:[0,3],neuroinf:[0,7],neuron:[0,7,8],neurophysiolog:0,neurosci:[0,5],never:[0,2],next:[0,2],nichol:[0,3],nitrc:0,node:[0,3,5,9],node_color:0,node_s:0,nois:[0,1,2],noise_level:[0,2],noise_std:[0,1],nollo:[0,5,7],non:[0,1,3,5,7],none:[0,1,2,3,6,7],nonessenti:[0,7],nonlinear:[0,5,7],nonneg:[0,7],nonuniform:[0,5,7],normal:[0,7],normalis:[0,1,2,7,8],notat:[0,7,8],note:[0,1,2,3,4,5,7,8],novel:[0,1],now:[0,3],nsb:[0,7],nsb_entropi:[0,7],nsb_estim:[0,7],num_perm:6,num_rep:[0,2,7],num_testable_graph:6,num_thread:[0,2],number:[0,1,2,3,4,5,6,7,8],number_of_bins_d:[0,7],number_of_bootstrap:[0,7],number_of_bootstraps_nonessenti:[0,7],number_of_bootstraps_r_max:[0,7],number_of_bootstraps_r_tot:[0,7],number_of_delai:[0,7],number_of_sc:[0,7],number_of_symbol:[0,7],numbin:[0,3],numer:[0,2],numpi:[0,1,2,3,4,5,6,7,8],obj:0,object:[0,1,2,3,4,7],observ:[0,2,4,5,6,7],obtain:[0,3,6,7,8],occur:[0,6,7],occurr:[0,6,7],offer:0,often:[0,6,7],olbrich:[0,2,7],old:[0,3],omnibu:[0,3,5],omnibus_pv:0,omnibus_sign:0,omnibus_t:0,omnibus_test:[0,3],onc:[0,2,6],one:[0,2,3,4,6,7,8],onli:[0,1,2,3,5,6,7],opencl:[0,9],openclkraskov:[0,2],openclkraskovcmi:[0,2],openclkraskovmi:[0,2],oppos:[0,2],opt_first_bin_s:[0,7,8],opt_number_of_bins_d:[0,7,8],opt_scaling_k:[0,7,8],optim:[0,2,8,9],optimizationrudelt:[0,7],optimize_single_run:[0,7],option:[0,1,2,3,4,5,7,8],order:[0,1,3],org:[0,1,2,5,6,7],orgini:[0,1],origin:[0,1,2,3,6,7],other:[0,3,5,6,7],otherwis:[0,1,3,7],our:[0,2],out:[0,6],outer:[0,2],outofmemoryexcept:0,output:[0,2,4,5,7,8],output_path:[0,7],output_prefix:[0,7],outsid:[0,2],over:[0,1,2,3,4,5,7],overwrit:[0,1,2],own:[0,5,7],p0_sh_x_past_cond_x:[0,7],p_0:[0,7],p_valu:[0,3,6],p_value_t:6,p_values_corr:6,p_x_past_cond_x:[0,7],p_x_past_uncond:[0,7],p_x_uncond:[0,7],packag:[2,10],package_miss:0,pad:[0,2],page:[0,3,9],pair:[0,5,6,7],papaxantho:6,paper:[0,1,3],parallel:[0,1,2,3,7],paramet:[0,2,3,4,5,7],parent:[0,2,7,8],part:[0,4,6],partial:[0,1,2,3,8,9],partial_information_decomposit:[0,3],partic:[0,2],particip:[0,4],particular:[0,3,6],partit:[0,3],pass:[0,2,3,4,7],past:[0,2,3,4,5,7,8],past_range_t:[0,7],past_symbol:[0,7],past_symbol_arrai:[0,7],past_symbol_count:[0,7],path:[0,7],patient:[0,4],pattern:[0,1,6],pdf:[0,5],peak:[0,7],per:[0,1,2,6,7],percentil:[0,7],perform:[0,2,3,5,7],performancetip:[0,3],perm:6,perm_rang:[0,1],perm_set:[0,1],perm_typ:[0,1],permut:[0,1,2,3,4,5,6,7],permute_in_tim:[0,3,4,5,7],permute_repl:[0,1],permute_sampl:[0,1,4,5,7],permutet:[0,1],perspect:[0,2],phy:[0,2,5,7],physrev:[0,5,7],physrevlett:[0,5],pickl:0,pid:[0,3,8,9],pid_analysi:[0,7],pid_calc_nam:[0,7],pid_estim:[0,7],pipa:[0,5],pl00007990:[0,1],planck:[0,5],platform:[0,2],plo:[0,1,7],plot:[0,7],plot_mute_graph:0,plot_network:0,plot_network_comparison:0,plot_selected_var:0,plug:[0,2,7],plugin:[0,7],plugin_entropi:[0,7],plugin_estim:[0,7],point:[0,1,2,3,7,8],pointless:[0,3],pointwis:0,pone:[0,1],porta:[0,5,7],possibl:[0,2,3,6,7],posterior:[0,7],posteriori:[0,7],postprocess:[0,8,9],potenti:[0,5],power:[0,3],practic:[0,2],predict:[0,3],prefix:[0,7],preprint2012_25:[0,5],preprint:[0,5],present:[0,3],preserv:[0,7],press:[0,7],pretti:[0,3],previous:[0,5,7],priesemann:[0,7],principl:[0,7],print:[0,2,3,6,8],print_dict:[0,3],print_edge_list:[0,8],print_matrix:0,printer:[0,3],prior:[0,7],probabl:[0,2,7],problem:9,proc:[0,1],procedur:6,proceed:6,process:[0,1,2,3,4,5,6,7,8],process_set:[0,7],processes_analys:[0,8],produc:[0,7],product:[0,7],program:[0,2],project:0,prokopenko:[0,2,7],properti:[0,1,2,8],propos:[0,1,2],protocol:0,provid:[0,1,2,3,4,7,8],prune:[0,3,5,7],psr:[0,1],ptw:[0,8],pval:[0,8],pvalu:[0,5,7,8],pvalue_omnibu:[0,5],pvalues_sign_sourc:[0,5],pypi:[0,2],python3:0,python:[0,2,3,7],qualit:0,quantifi:[0,2,7],quantil:6,quantiti:[0,7],r_max:[0,7],r_nsb:[0,7],r_plugin:[0,7],r_tot:[0,7,8],rais:[0,1,2,3],randint:[0,7],random:[0,1,2,7,8],rang:[0,1,2,3,7],rank:[0,3],rate:[0,3,7,8],rauh:[0,2,7],raw:[0,1,2,3,4,5,7],raw_symbol:[0,7],reach:6,read:[0,7],realis:[0,1,2,3,5,7,8],realiz:[0,2],rebas:[0,7],recogn:0,recommend:[0,7],record:[0,4,7,8],recording_length:[0,7,8],recurs:[0,6],reduc:[0,7],redund:[0,8],refer:[0,1,2,3,5,7],regard:[0,8],regular:0,rel:[0,7],relat:[0,7],relationship:[0,2],relev:[0,3,5,6,7],remain:[0,3],reman:[0,3],remanin:[0,3],remov:[0,2,3],remove_column:[0,3],remove_row:[0,3],remove_subresults_single_process:[0,7],repeat:[0,3],repetit:[0,1],repl:[0,1],replic:[0,1,2,3,4,5,7],report:[0,9],repres:[0,1,2,3,6,7,8],represent:[0,7],request:[0,1,3],requir:[0,2,3,6],res_network:[0,8],res_pid:[0,8],resampl:[0,7],reshap:[0,1],respect:[0,2,5],respons:[0,7],restrict:[0,3],result:[1,2,3,4,5,6,7,9,10],resultsa:6,resultsb:6,resultsmultivariatepid:[0,7,8],resultsnetworkanalysi:0,resultsnetworkcomparison:[0,4,8],resultsnetworkinfer:[0,3,5,8],resultspid:[0,7,8],resultssingleprocessanalysi:[0,3,7,8],resultssingleprocessrudelt:[0,7,8],resum:[0,5,7],resume_checkpoint:[0,5,7],retriev:[0,5,7],return_averaged_r:[0,7],return_calc:[0,2],return_count:[0,2],rev:[0,2,5,7],reveal:[0,7],revisit:[0,7],rho:[0,7],rlz:[0,8],robot:[0,2],round:[0,3],routin:0,row:[0,2,3],rtot:[0,7,8],rubinov:[0,5],rudelt:[0,7,8],rudeltabstractestim:[0,7],rudeltabstractnsbestim:[0,7],rudeltbbcestim:[0,7],rudeltnsbestimatorsymbolsmi:[0,7],rudeltpluginestimatorsymbolsmi:[0,7],rudeltshufflingestim:[0,7],run:[0,1,2],s10827:[0,5],s1_unq:[0,8],s2_unq:[0,8],same:[0,1,2,3,4,5,6,7],sameshima:[0,1],sampl:[0,1,2,3,5,6,7,8],save:[0,2,3,6,7],save_json:0,save_pickl:0,scale:[0,7,8],scaling_k:[0,7],scheme:[0,1],schreiber:[0,2,5],sci:[0,2,7],scipi:[0,3],search:[0,2,5,7,9],second:[0,2,3,4,6,7,8],see:[0,2,3,4,5,7,8],seed:[0,1],select:[0,3,4,5,7,8],selected_sources_pv:0,selected_sources_t:0,selected_var:[0,8],selected_vars_ful:[0,5,7],selected_vars_sourc:[0,5,8],selected_vars_target:[0,5,8],self:[0,6,7],separ:[0,3,5,7],separate_arrai:[0,3],sequenti:[0,3],seri:[0,1,2],set:[0,1,2,3,4,5,6,7,8],set_data:[0,1],setup:[0,3],sever:[0,1],shafe:[0,7],shape:[0,3],share:[0,2,3,7,8],shd_s1_s2:[0,8],shift:[0,1],should:[0,2,3,7],show:[0,7],shuffl:[0,1,3,4,5,7],shuffling_mi:[0,7],siam:6,siamintern:6,side:[0,4],sigkdd:6,sign:[0,7],sign_ominbu:[0,5],sign_sourc:0,signal:0,signific:[0,3,4,5,7,8,9],significant_graph:6,significantli:[0,3],significantsubgraphmin:6,similar:[0,2,7,8],simple_depth_first:6,simple_depth_fist:6,simplic:[0,7],simplifi:[0,7],simul:[0,1,7],singl:[0,3,4,5,7,8],single_process_analysi:[9,10],singleprocessanalysi:0,singleton:0,size:[0,1,2,6,7,8],slice:[0,1],slice_permute_repl:[0,1],slice_permute_sampl:[0,1],slid:[0,7],small:[0,1,3],smaller:[0,2,3,6],smallest:[0,6,7,8],soft:[0,2],softwar:0,solver:[0,2],solver_arg:[0,2],some:[0,2,7],soon:6,sort:[0,3],sort_descend:[0,3],sortind:[0,3],sourc:[0,1,2,3,4,5,6,7,8],source_1:[0,8],source_2:[0,8],source_i:[0,8],source_set:[0,5],source_target_delai:[0,2],sources_test:0,space:[0,2,5,7],specif:[0,8],specifi:[0,1,5,6,7,8],spike:[0,8,9],spike_tim:[0,7],spikes_in_window:[0,7],spr:[0,1],squar:[0,1],squeez:0,stage:[0,2],stai:[0,1],stamp:0,stand:0,standard:[0,1,3,7],standardis:[0,1,2,3,8],start:[0,1],stat:[5,7,8,9,10],state:[0,1,2,5,7,8],statis:[0,3],statist:[0,1,3,4,5,7,8],statistic_omnibu:[0,5],statistic_sign_sourc:[0,5],stats_typ:[0,4],step:[0,5,6,7],stochast:[0,1,8],stoegbauer:[0,2],stop:[0,3,6],storag:[0,2,3,8,9],store:[0,1,8],str:[0,1,2,4,5,7,8],strategi:[0,1],string:[0,1,3,5,6,7,8],structur:[0,1],studi:[0,2],style:0,subgraph:[0,8,9],subject:[0,4,6],submodul:[9,10],subplot:0,subset:[0,3,7],success:6,suffici:[0,1,7],sugiyama:6,sum:[0,7],sum_i:[0,3],summar:[0,7],summari:6,supergraph:6,support:[0,2,7],surrog:[0,1,2,3,4,5,7,8],surrogate_distribut:[0,8],swap:[0,1,2,3],swap_char:[0,3],sxpid:[0,7],sydneypid:[0,2,7],symbol:[0,7],symbol_arrai:[0,7],symbol_array_to_binari:[0,7],symbol_binari:[0,7],symbol_binary_to_arrai:[0,7],symbol_block_length:[0,7],symbol_count:[0,7],symmetr:[0,7],syn_s1_s2:[0,8],syn_shd_against_surrog:[0,3],synergist:[0,2,3,7,8],system:[0,2,7],t_0:[0,7],t_d:[0,7,8],t_max:[0,7],tabl:[0,3,6],tail:[0,4],tail_comp:[0,4],take:[0,1,7],taken:[0,2,3],target1:[0,7],target:[0,2,3,4,5,6,7,8],target_r:[0,7],targets_analys:[0,8],taron:6,tartupid:[0,2],task:[0,4,7],tau:[0,2,7],tau_1:[0,7],tau_r:[0,7,8],tau_sourc:[0,2,5],tau_target:[0,2,5],te_max_candid:[0,3],te_min_candid:[0,3],technic:[0,2],techniqu:[0,5,7],tempor:[0,1,2,5,7,8],term:[0,7],test:[0,1,3,4,5,6,7,8],testabl:6,text:0,than:[0,2,3,6,7],thei:[0,2,6,7],theiler:[0,2],theiler_t:[0,2],them:0,theoret:[0,3,8,9],theori:0,therefor:[0,7],thereof:[0,7],thi:[0,1,2,3,4,5,6,7,8],third:[0,2,7],those:0,thread:[0,2],three:[0,1,2,5,7],threshold:[0,3],through:[0,5,7],thu:[0,1,7],time:[0,1,2,3,4,5,6,7,8],timescal:[0,7,8],timescale_minimum_past_rang:[0,7],tmax:[0,7],to_be_extend:6,todo:[0,7],togeth:[0,7],toggl:[0,4,5,7],toler:[0,7],too:[0,1,2],tool:[0,7],toolbox:[0,1],toolkit:[0,2],tot:[0,7,8],total:[0,1,2,6,7,8],toward:[0,7],tracker:9,train:[0,7,8],tranfer:[0,8],transfer:[0,1,2,3,4,8,9],treat:[0,5],trial:[0,1,2],triplet:6,tupl:[0,1,3,5,6,7,8],tutori:9,two:[0,1,2,3,4,5,6,7,8],type:[0,1,2,4,7],typeerror:[0,1],typic:[0,7],unbias:[0,7],uncorrect:[0,6,8],uncorrel:[0,1],under:[0,2,4,6,7],understand:[0,7],undirect:6,unequ:[0,3],uniform:[0,2,5,7],union:[0,6,8],union_indic:6,uniqu:[0,2,3,7,8],unit:[0,4],univari:[0,3],unnorm:[0,7],unnormalized_posterior:[0,7],unq_against_surrog:[0,3],unsuccess:[0,2],until:[0,2],unweight:[0,8],updat:6,upon:0,upper:[0,2,7],usag:[0,2],use:[0,2,3,4,7,8],use_al:[0,2],used:[0,1,2,3,4,5,6,7,8],useful:[0,7],user:[0,9],uses:[0,2,5],using:[0,1,2,3,5,6,7,8],util:[0,9],utilis:[0,2],utl:[0,7],valid:0,valu:[0,1,2,3,4,5,6,7,8],var1:[0,2],var2:[0,2],vari:[0,2],variabl:[0,1,2,3,4,5,7,8],variou:[0,1],vars_count:[0,8],vector:[0,1,3],verbos:[0,2,4,5,6,7],version:[0,2,6],via:[0,1,2,5,6,7,8],vicent:[0,2,5],viewer:0,virtualis:[0,2],visual:[0,7],visualis:0,visualise_graph:[9,10],visul:[0,7],vitrualis:[0,2],vstack:[0,7],wai:[0,8],wang:0,want:[0,9],warn:0,weight:[0,8],weight_typ:0,well:[0,2,3,7],were:[0,5,7,8],westfal:6,westfall_young:6,westfall_young_light:6,what:[0,7],when:[0,1,2,3,5,7],where:[0,1,2,3,5,6,7,8],whether:[0,7,8],which:[0,1,2,3,4,6,7],whole:[0,3,4,5,7],whose:[0,7],wibral:[0,5,6,7],wiki:[0,3,9],william:[0,7],window:[0,2,7],wise:[0,1],within:[0,1,4,6],without:[0,5,7],workaround:[0,2],write:[0,5,7],write_ckp:[0,5,7],written:0,wrt:[0,5,7,8],www:[0,5,6],wy_algorithm:6,wy_level_light:6,wy_light:6,x_past:[0,7],xia:0,yield:[0,7,8],you:[0,9],young:6,your:[0,2],zero:[0,7],zomaya:[0,2,7]},titles:["idtxl package","The Data Class","Information theoretic estimators","Helper functions","Network comparison","Algorithms for network inference","Postprocessing of inferred networks","Algorithms for the analysis of node dynamics","The Results Class","Welcome to IDTxl\u2019s documentation!","idtxl"],titleterms:{"class":[1,8],"function":3,AIS:7,The:[1,8],activ:7,active_information_storag:0,algorithm:[5,7],analysi:7,bivari:[5,7],bivariate_mi:0,bivariate_pid:0,bivariate_t:0,bmi:5,bte:5,comparison:[4,8],content:[0,9],cpu:2,data:[0,1,7],decomposit:7,depend:7,document:9,dynam:[7,8],embed:7,embedding_optimization_ais_rudelt:0,entropi:5,estim:[2,7],estimators_jidt:0,estimators_multivariate_pid:0,estimators_opencl:0,estimators_pid:0,estimators_rudelt:0,gpu:2,helper:3,histori:7,idtxl:[0,9,10],idtxl_except:0,idtxl_import:[],idtxl_io:0,idtxl_util:0,indic:9,infer:[5,6,8],inform:[2,5,7],jidt:2,mine:6,mmi:5,modul:[0,3],mte:5,multivari:[5,7],multivariate_mi:0,multivariate_pid:0,multivariate_t:0,mutual:5,network:[4,5,6,8],network_analysi:0,network_comparison:0,network_infer:0,neural:7,node:[7,8],opencl:2,optim:7,packag:[0,9],partial:7,pid:[2,7],postprocess:6,result:[0,8],signific:6,single_process_analysi:0,spike:7,stat:[0,3],storag:7,subgraph:6,submodul:0,tabl:9,theoret:2,transfer:5,util:3,visualise_graph:0,welcom:9}}) \ No newline at end of file +Search.setIndex({docnames:["idtxl","idtxl_data_class","idtxl_estimators","idtxl_helper","idtxl_network_comparison","idtxl_network_inference","idtxl_postprocessing","idtxl_process_analysis","idtxl_results_class","index","modules"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"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.viewcode":1,sphinx:56},filenames:["idtxl.rst","idtxl_data_class.rst","idtxl_estimators.rst","idtxl_helper.rst","idtxl_network_comparison.rst","idtxl_network_inference.rst","idtxl_postprocessing.rst","idtxl_process_analysis.rst","idtxl_results_class.rst","index.rst","modules.rst"],objects:{"":[[0,0,0,"-","idtxl"]],"idtxl.active_information_storage":[[0,1,1,"","ActiveInformationStorage"]],"idtxl.active_information_storage.ActiveInformationStorage":[[0,2,1,"","analyse_network"],[0,2,1,"","analyse_single_process"]],"idtxl.bivariate_mi":[[0,1,1,"","BivariateMI"]],"idtxl.bivariate_mi.BivariateMI":[[0,2,1,"","analyse_network"],[0,2,1,"","analyse_single_target"]],"idtxl.bivariate_pid":[[0,1,1,"","BivariatePID"]],"idtxl.bivariate_pid.BivariatePID":[[0,2,1,"","analyse_network"],[0,2,1,"","analyse_single_target"]],"idtxl.bivariate_te":[[0,1,1,"","BivariateTE"]],"idtxl.bivariate_te.BivariateTE":[[0,2,1,"","analyse_network"],[0,2,1,"","analyse_single_target"]],"idtxl.data":[[0,1,1,"","Data"]],"idtxl.data.Data":[[0,3,1,"","data"],[0,2,1,"","generate_logistic_maps_data"],[0,2,1,"","generate_mute_data"],[0,2,1,"","generate_var_data"],[0,2,1,"","get_realisations"],[0,2,1,"","get_seed"],[0,2,1,"","get_state"],[0,2,1,"","n_realisations"],[0,2,1,"","n_realisations_repl"],[0,2,1,"","n_realisations_samples"],[0,2,1,"","permute_replications"],[0,2,1,"","permute_samples"],[0,2,1,"","set_data"],[0,2,1,"","slice_permute_replications"],[0,2,1,"","slice_permute_samples"]],"idtxl.embedding_optimization_ais_Rudelt":[[0,1,1,"","OptimizationRudelt"]],"idtxl.embedding_optimization_ais_Rudelt.OptimizationRudelt":[[0,2,1,"","analyse_auto_MI"],[0,2,1,"","check_inputs"],[0,2,1,"","compute_CIs"],[0,2,1,"","get_R_tot"],[0,2,1,"","get_auto_MI"],[0,2,1,"","get_bootstrap_history_dependence"],[0,2,1,"","get_embeddings"],[0,2,1,"","get_embeddings_that_maximise_R"],[0,2,1,"","get_history_dependence"],[0,2,1,"","get_information_timescale_tau_R"],[0,2,1,"","get_past_range"],[0,2,1,"","get_set_of_scalings"],[0,2,1,"","get_temporal_depth_T_D"],[0,2,1,"","optimize"],[0,2,1,"","optimize_single_run"],[0,2,1,"","remove_subresults_single_process"]],"idtxl.estimators_Rudelt":[[0,1,1,"","RudeltAbstractEstimator"],[0,1,1,"","RudeltAbstractNSBEstimator"],[0,1,1,"","RudeltBBCEstimator"],[0,1,1,"","RudeltNSBEstimatorSymbolsMI"],[0,1,1,"","RudeltPluginEstimatorSymbolsMI"],[0,1,1,"","RudeltShufflingEstimator"]],"idtxl.estimators_Rudelt.RudeltAbstractEstimator":[[0,2,1,"","get_median_number_of_spikes_per_bin"],[0,2,1,"","get_multiplicities"],[0,2,1,"","get_past_range"],[0,2,1,"","get_raw_symbols"],[0,2,1,"","get_symbol_counts"],[0,2,1,"","get_window_delimiters"],[0,2,1,"","is_analytic_null_estimator"],[0,2,1,"","is_parallel"],[0,2,1,"","symbol_array_to_binary"],[0,2,1,"","symbol_binary_to_array"]],"idtxl.estimators_Rudelt.RudeltAbstractNSBEstimator":[[0,2,1,"","H1"],[0,2,1,"","alpha_ML"],[0,2,1,"","d2_log_rho"],[0,2,1,"","d2_log_rho_xi"],[0,2,1,"","d2_xi"],[0,2,1,"","d3_xi"],[0,2,1,"","d_log_rho"],[0,2,1,"","d_log_rho_xi"],[0,2,1,"","d_xi"],[0,2,1,"","get_beta_MAP"],[0,2,1,"","get_integration_bounds"],[0,2,1,"","log_likelihood_DP_alpha"],[0,2,1,"","nsb_entropy"],[0,2,1,"","rho"],[0,2,1,"","unnormalized_posterior"]],"idtxl.estimators_Rudelt.RudeltBBCEstimator":[[0,2,1,"","bayesian_bias_criterion"],[0,2,1,"","estimate"],[0,2,1,"","get_bbc_term"]],"idtxl.estimators_Rudelt.RudeltNSBEstimatorSymbolsMI":[[0,2,1,"","estimate"],[0,2,1,"","nsb_estimator"]],"idtxl.estimators_Rudelt.RudeltPluginEstimatorSymbolsMI":[[0,2,1,"","estimate"],[0,2,1,"","plugin_entropy"],[0,2,1,"","plugin_estimator"]],"idtxl.estimators_Rudelt.RudeltShufflingEstimator":[[0,2,1,"","estimate"],[0,2,1,"","get_H0_X_past_cond_X"],[0,2,1,"","get_H0_X_past_cond_X_eq_x"],[0,2,1,"","get_H_X_past_cond_X"],[0,2,1,"","get_H_X_past_uncond"],[0,2,1,"","get_P_X_past_cond_X"],[0,2,1,"","get_P_X_past_uncond"],[0,2,1,"","get_P_X_uncond"],[0,2,1,"","get_marginal_frequencies_of_spikes_in_bins"],[0,2,1,"","get_shuffled_symbol_counts"],[0,2,1,"","shuffling_MI"]],"idtxl.estimators_jidt":[[0,1,1,"","JidtDiscrete"],[0,1,1,"","JidtDiscreteAIS"],[0,1,1,"","JidtDiscreteCMI"],[0,1,1,"","JidtDiscreteMI"],[0,1,1,"","JidtDiscreteTE"],[0,1,1,"","JidtEstimator"],[0,1,1,"","JidtGaussian"],[0,1,1,"","JidtGaussianAIS"],[0,1,1,"","JidtGaussianCMI"],[0,1,1,"","JidtGaussianMI"],[0,1,1,"","JidtGaussianTE"],[0,1,1,"","JidtKraskov"],[0,1,1,"","JidtKraskovAIS"],[0,1,1,"","JidtKraskovCMI"],[0,1,1,"","JidtKraskovMI"],[0,1,1,"","JidtKraskovTE"],[0,4,1,"","common_estimate_surrogates_analytic"]],"idtxl.estimators_jidt.JidtDiscrete":[[0,2,1,"","estimate_surrogates_analytic"],[0,2,1,"","get_analytic_distribution"],[0,2,1,"","is_analytic_null_estimator"]],"idtxl.estimators_jidt.JidtDiscreteAIS":[[0,2,1,"","estimate"],[0,2,1,"","get_analytic_distribution"]],"idtxl.estimators_jidt.JidtDiscreteCMI":[[0,2,1,"","estimate"],[0,2,1,"","get_analytic_distribution"]],"idtxl.estimators_jidt.JidtDiscreteMI":[[0,2,1,"","estimate"],[0,2,1,"","get_analytic_distribution"]],"idtxl.estimators_jidt.JidtDiscreteTE":[[0,2,1,"","estimate"],[0,2,1,"","get_analytic_distribution"]],"idtxl.estimators_jidt.JidtEstimator":[[0,2,1,"","is_parallel"]],"idtxl.estimators_jidt.JidtGaussian":[[0,2,1,"","estimate_surrogates_analytic"],[0,2,1,"","get_analytic_distribution"],[0,2,1,"","is_analytic_null_estimator"]],"idtxl.estimators_jidt.JidtGaussianAIS":[[0,2,1,"","estimate"]],"idtxl.estimators_jidt.JidtGaussianCMI":[[0,2,1,"","estimate"],[0,2,1,"","get_analytic_distribution"]],"idtxl.estimators_jidt.JidtGaussianMI":[[0,2,1,"","estimate"]],"idtxl.estimators_jidt.JidtGaussianTE":[[0,2,1,"","estimate"]],"idtxl.estimators_jidt.JidtKraskov":[[0,2,1,"","is_analytic_null_estimator"]],"idtxl.estimators_jidt.JidtKraskovAIS":[[0,2,1,"","estimate"]],"idtxl.estimators_jidt.JidtKraskovCMI":[[0,2,1,"","estimate"]],"idtxl.estimators_jidt.JidtKraskovMI":[[0,2,1,"","estimate"]],"idtxl.estimators_jidt.JidtKraskovTE":[[0,2,1,"","estimate"]],"idtxl.estimators_mpi":[[0,1,1,"","MPIEstimator"]],"idtxl.estimators_mpi.MPIEstimator":[[0,2,1,"","estimate"],[0,2,1,"","estimate_surrogates_analytic"],[0,2,1,"","is_analytic_null_estimator"],[0,2,1,"","is_parallel"]],"idtxl.estimators_multivariate_pid":[[0,1,1,"","SxPID"]],"idtxl.estimators_multivariate_pid.SxPID":[[0,2,1,"","estimate"],[0,2,1,"","is_analytic_null_estimator"],[0,2,1,"","is_parallel"]],"idtxl.estimators_opencl":[[0,1,1,"","OpenCLKraskov"],[0,1,1,"","OpenCLKraskovCMI"],[0,1,1,"","OpenCLKraskovMI"]],"idtxl.estimators_opencl.OpenCLKraskov":[[0,2,1,"","is_analytic_null_estimator"],[0,2,1,"","is_parallel"]],"idtxl.estimators_opencl.OpenCLKraskovCMI":[[0,2,1,"","estimate"]],"idtxl.estimators_opencl.OpenCLKraskovMI":[[0,2,1,"","estimate"]],"idtxl.estimators_pid":[[0,1,1,"","SydneyPID"],[0,1,1,"","TartuPID"]],"idtxl.estimators_pid.SydneyPID":[[0,2,1,"","estimate"],[0,2,1,"","is_analytic_null_estimator"],[0,2,1,"","is_parallel"]],"idtxl.estimators_pid.TartuPID":[[0,2,1,"","estimate"],[0,2,1,"","is_analytic_null_estimator"],[0,2,1,"","is_parallel"]],"idtxl.estimators_python":[[0,1,1,"","PythonKraskovCMI"]],"idtxl.estimators_python.PythonKraskovCMI":[[0,2,1,"","estimate"],[0,2,1,"","is_analytic_null_estimator"],[0,2,1,"","is_parallel"]],"idtxl.idtxl_exceptions":[[0,5,1,"","AlgorithmExhaustedError"],[0,5,1,"","BROJA_2PID_Exception"],[0,5,1,"","JidtOutOfMemoryError"],[0,4,1,"","package_missing"]],"idtxl.idtxl_io":[[0,4,1,"","export_brain_net_viewer"],[0,4,1,"","export_networkx_graph"],[0,4,1,"","export_networkx_source_graph"],[0,4,1,"","import_fieldtrip"],[0,4,1,"","import_matarray"],[0,4,1,"","load_json"],[0,4,1,"","load_pickle"],[0,4,1,"","save_json"],[0,4,1,"","save_pickle"]],"idtxl.idtxl_utils":[[0,4,1,"","argsort_descending"],[0,4,1,"","autocorrelation"],[0,4,1,"","calculate_mi"],[0,4,1,"","combine_discrete_dimensions"],[0,4,1,"","conflicting_entries"],[0,4,1,"","discretise"],[0,4,1,"","discretise_max_ent"],[0,4,1,"","equal_dicts"],[0,4,1,"","print_dict"],[0,4,1,"","remove_column"],[0,4,1,"","remove_row"],[0,4,1,"","separate_arrays"],[0,4,1,"","sort_descending"],[0,4,1,"","standardise"],[0,4,1,"","swap_chars"],[0,1,1,"","timeout"]],"idtxl.idtxl_utils.timeout":[[0,2,1,"","timeout_handler"]],"idtxl.multivariate_mi":[[0,1,1,"","MultivariateMI"]],"idtxl.multivariate_mi.MultivariateMI":[[0,2,1,"","analyse_network"],[0,2,1,"","analyse_single_target"]],"idtxl.multivariate_pid":[[0,1,1,"","MultivariatePID"]],"idtxl.multivariate_pid.MultivariatePID":[[0,2,1,"","analyse_network"],[0,2,1,"","analyse_single_target"]],"idtxl.multivariate_te":[[0,1,1,"","MultivariateTE"]],"idtxl.multivariate_te.MultivariateTE":[[0,2,1,"","analyse_network"],[0,2,1,"","analyse_single_target"],[0,2,1,"","getit"]],"idtxl.network_analysis":[[0,1,1,"","NetworkAnalysis"]],"idtxl.network_analysis.NetworkAnalysis":[[0,3,1,"","current_value"],[0,2,1,"","resume_checkpoint"],[0,3,1,"","selected_vars_full"],[0,3,1,"","selected_vars_sources"],[0,3,1,"","selected_vars_target"]],"idtxl.network_comparison":[[0,1,1,"","NetworkComparison"]],"idtxl.network_comparison.NetworkComparison":[[0,2,1,"","calculate_link_te"],[0,2,1,"","compare_between"],[0,2,1,"","compare_links_within"],[0,2,1,"","compare_within"]],"idtxl.network_inference":[[0,1,1,"","NetworkInference"],[0,1,1,"","NetworkInferenceBivariate"],[0,1,1,"","NetworkInferenceMI"],[0,1,1,"","NetworkInferenceMultivariate"],[0,1,1,"","NetworkInferenceTE"]],"idtxl.results":[[0,1,1,"","AdjacencyMatrix"],[0,1,1,"","DotDict"],[0,1,1,"","Results"],[0,1,1,"","ResultsMultivariatePID"],[0,1,1,"","ResultsNetworkAnalysis"],[0,1,1,"","ResultsNetworkComparison"],[0,1,1,"","ResultsNetworkInference"],[0,1,1,"","ResultsPID"],[0,1,1,"","ResultsSingleProcessAnalysis"],[0,1,1,"","ResultsSingleProcessRudelt"]],"idtxl.results.AdjacencyMatrix":[[0,2,1,"","add_edge"],[0,2,1,"","add_edge_list"],[0,2,1,"","get_edge_list"],[0,2,1,"","n_edges"],[0,2,1,"","n_nodes"],[0,2,1,"","print_matrix"]],"idtxl.results.Results":[[0,2,1,"","combine_results"]],"idtxl.results.ResultsMultivariatePID":[[0,2,1,"","get_single_target"]],"idtxl.results.ResultsNetworkAnalysis":[[0,2,1,"","get_single_target"],[0,2,1,"","get_target_sources"],[0,3,1,"","targets_analysed"]],"idtxl.results.ResultsNetworkComparison":[[0,2,1,"","get_adjacency_matrix"],[0,2,1,"","get_single_target"],[0,2,1,"","get_target_sources"],[0,2,1,"","print_edge_list"]],"idtxl.results.ResultsNetworkInference":[[0,2,1,"","get_adjacency_matrix"],[0,2,1,"","get_source_variables"],[0,2,1,"","get_target_delays"],[0,2,1,"","print_edge_list"]],"idtxl.results.ResultsPID":[[0,2,1,"","get_single_target"]],"idtxl.results.ResultsSingleProcessAnalysis":[[0,2,1,"","get_significant_processes"],[0,2,1,"","get_single_process"],[0,3,1,"","processes_analysed"]],"idtxl.results.ResultsSingleProcessRudelt":[[0,2,1,"","get_single_process"],[0,3,1,"","processes_analysed"]],"idtxl.single_process_analysis":[[0,1,1,"","SingleProcessAnalysis"]],"idtxl.stats":[[0,4,1,"","ais_fdr"],[0,4,1,"","check_n_perm"],[0,4,1,"","max_statistic"],[0,4,1,"","max_statistic_sequential"],[0,4,1,"","max_statistic_sequential_bivariate"],[0,4,1,"","mi_against_surrogates"],[0,4,1,"","min_statistic"],[0,4,1,"","network_fdr"],[0,4,1,"","omnibus_test"],[0,4,1,"","syn_shd_against_surrogates"],[0,4,1,"","unq_against_surrogates"]],"idtxl.visualise_graph":[[0,4,1,"","plot_mute_graph"],[0,4,1,"","plot_network"],[0,4,1,"","plot_network_comparison"],[0,4,1,"","plot_selected_vars"]],idtxl:[[0,0,0,"-","active_information_storage"],[0,0,0,"-","bivariate_mi"],[0,0,0,"-","bivariate_pid"],[0,0,0,"-","bivariate_te"],[0,0,0,"-","data"],[0,0,0,"-","embedding_optimization_ais_Rudelt"],[0,0,0,"-","estimators_Rudelt"],[0,0,0,"-","estimators_jidt"],[0,0,0,"-","estimators_mpi"],[0,0,0,"-","estimators_multivariate_pid"],[0,0,0,"-","estimators_opencl"],[0,0,0,"-","estimators_pid"],[0,0,0,"-","estimators_python"],[0,0,0,"-","idtxl_exceptions"],[0,0,0,"-","idtxl_io"],[0,0,0,"-","idtxl_utils"],[0,0,0,"-","multivariate_mi"],[0,0,0,"-","multivariate_pid"],[0,0,0,"-","multivariate_te"],[0,0,0,"-","network_analysis"],[0,0,0,"-","network_comparison"],[0,0,0,"-","network_inference"],[0,0,0,"-","results"],[0,0,0,"-","single_process_analysis"],[0,0,0,"-","stats"],[0,0,0,"-","visualise_graph"]]},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","method","Python method"],"3":["py","property","Python property"],"4":["py","function","Python function"],"5":["py","exception","Python exception"]},objtypes:{"0":"py:module","1":"py:class","2":"py:method","3":"py:property","4":"py:function","5":"py:exception"},terms:{"0":[0,1,2,3,4,5,6,7,8],"00001":[0,7],"005":[0,7],"00561":[0,7],"00629":[0,7],"0068910":0,"00706":[0,7],"00792":[0,7],"00889":[0,7],"00998":[0,7],"01":[0,7],"010":[0,5],"0109462":[0,1],"01119":[0,7],"01256":[0,7],"01409":[0,7],"01581":[0,7],"016":[0,7],"01774":[0,7],"01991":[0,7],"02233":[0,7],"025":[0,7],"02506":[0,7],"0262":[0,5],"02812":[0,7],"03":6,"03155":[0,7],"03356":[0,7],"0354":[0,7],"03972":[0,7],"04":[0,7],"04456":[0,7],"05":[0,3,4,5,7],"051112":[0,5,7],"0561":[0,7],"06295":[0,7],"066138":[0,2],"07063":[0,7],"07924":[0,7],"08891":[0,7],"09976":[0,7],"0s":[0,7],"1":[0,1,2,3,5,6,7,8],"10":[0,1,2,5,6,7],"100":[0,5,7],"1000":[0,1,7],"10000":[0,1,6],"1004":[0,7],"1007":[0,1,5],"1016":[0,7],"1024":[0,2],"11":[0,2,6],"1101":6,"1103":[0,5,7],"11194":[0,7],"11936":[0,7],"12559":[0,7],"1371":[0,1],"14":[0,1,7],"14092":[0,7],"15":[0,3,5,7],"15479":[0,7],"15811":[0,7],"16":[0,2,7],"17":[0,7],"17741":[0,7],"19":[0,2],"19905":[0,7],"1995":[0,8],"1d":[0,2,7],"1e":[0,2],"1s":[0,6,7],"1st":[0,1],"1th":[0,1],"2":[0,1,2,3,5,6,7,8],"20":[0,2,7],"200":[0,2,3,5,7],"2000":[0,2,5],"2001":[0,1],"2002":[0,3,7],"2004":[0,2],"2010":[0,7],"2011":[0,5,7],"2012":[0,2,5,7],"2013":0,"2014":[0,1,2,7],"2015":6,"2017":[0,2],"2018":[0,2],"2020":[0,7],"2021":[0,6,7],"208":[0,2,7],"2161":[0,2,7],"2183":[0,2,7],"21th":6,"22334":[0,7],"23342":[0,7],"25":[0,3,7],"250":[0,7],"25059":[0,7],"2515":[0,7],"25594":[0,7],"27":[0,7],"271":[0,2],"28117":[0,7],"2d":[0,2,3],"2pid":[0,2],"3":[0,1,2,5,6,7,8],"30":[0,5],"3000":[0,1],"31548":[0,7],"3389":[0,7],"3390":[0,2,7],"35397":[0,7],"37":6,"39":[0,2,7],"39716":[0,7],"4":[0,1,2,3,5,7,8],"40919":[0,7],"44563":[0,7],"45":[0,5,6],"45625":[0,7],"461":[0,2,5],"463":[0,1],"464":[0,5],"467050v1":6,"474":[0,1],"5":[0,1,5,7,8],"500":[0,3,4,5,7],"5000":[0,1],"50594":[0,7],"530":[0,2],"53973":[0,7],"54":[0,2,7],"56101":[0,7],"58114":[0,7],"6":[0,1,2,3,7],"60":[0,7],"62946":[0,7],"63":[0,7],"67":[0,5],"69":[0,2],"7":[0,1,7,8],"70627":[0,7],"725":6,"734":6,"77407":[0,7],"79245":[0,7],"8":[0,1,2,7],"81171":[0,7],"83":[0,5,7],"84":[0,1],"85":[0,2,5],"870":[0,3],"878":[0,3],"88914":[0,7],"9":[0,1],"97":[0,7],"97164":[0,7],"99054":[0,7],"99763":[0,7],"\u03ba":[0,7,8],"\u03c41":[0,7,8],"abstract":[0,2,7],"boolean":[0,2],"break":[0,2],"case":[0,6,7],"class":[0,2,3,4,5,6,7,9],"default":[0,1,2,3,4,5,6,7,8],"do":0,"export":0,"final":[0,2,5,7],"float":[0,1,2,3,4,5,6,7,8],"function":[0,1,2,5,6,7,9],"g\u00f6ttingen":[0,7],"import":[0,7],"int":[0,1,2,3,4,5,6,7,8],"long":[0,7],"new":[0,1,2,7],"null":[0,2],"return":[0,1,2,3,4,5,6,7,8],"true":[0,1,2,3,4,5,6,7,8],"v\u00f6gler":[0,7],"var":[0,1,2],"while":[0,1,2,7],A:[0,1,2,3,4,5,6,7,8],As:6,At:6,For:[0,1,2,3,5,6,7],If:[0,1,2,3,4,6,7,9],In:[0,6,7],It:[0,6],ONE:[0,1],One:[0,6,7],The:[0,2,3,4,5,6,7,9],There:[0,8],These:[0,7],To:[0,2,3,5,7,8],__main__:[0,2],__name__:[0,2],_create_surrogate_t:[0,3],_process0:[0,7],_single_target:[0,8],ab:[0,7,8],about:[0,4,7,8],abov:[0,2,7],absenc:[0,7],absolut:[0,8],abzing:[0,2],accept:[0,1],access:[0,8],accord:[0,1,3,6],achiev:6,acm:6,across:[0,3,6,7],actic:[0,2],activ:[0,2,3,8,9],active_information_storag:[7,9,10],activeinformationstorag:[0,7],actual:[0,1,2,3,6],ad:[0,2,5,7,8],adapt:[0,3],add:[0,2,5,6,7],add_condit:[0,5,7],add_edg:0,add_edge_list:0,addit:[0,1,7],addition:[0,7,8],adjac:[0,6,8],adjacency_matrix:0,adjacencymatrix:[0,8],advanc:[0,7],after:[0,3],again:[0,2,5,6],against:[0,3],ai:[0,2,3,8,9],ais_fdr:[0,3,7],ais_pval:[0,8],ais_sign:[0,8],ais_tot:[0,7,8],aka:[0,7],al:6,albert:[0,2],alg_num:[0,2],algorithm:[0,2,6,8,9],algorithm_num:[0,2],algorithmexhaustederror:[0,3],all:[0,1,2,3,4,5,6,7,8],allow:[0,1,2,3],alon:[0,2],along:[0,3],alph1:[0,2],alph2:[0,2],alph:[0,2,7],alph_s1:[0,2,7],alph_s2:[0,2,7],alph_t:[0,2,7],alpha:[0,3,4,5,6,7,8],alpha_:[0,5,7],alpha_comp:[0,4],alpha_fdr:[0,3],alpha_max_seq:[0,3],alpha_max_stat:[0,3],alpha_mi:[0,3,8],alpha_min_stat:[0,3],alpha_ml:[0,7],alpha_omnibu:[0,3],alphabet:[0,2],alphabet_s:[0,7],alphabet_size_past:[0,7],alphc:[0,2],alreadi:[0,2,5],also:[0,6],alwai:[0,2],among:[0,6,7],an:[0,1,2,3,4,7,8],analys:[0,1,8],analyse_auto_mi:[0,7,8],analyse_network:[0,5,7],analyse_single_process:[0,7],analyse_single_target:[0,5,7],analysi:[0,1,2,3,4,5,8,9],analysis_setup:[0,3],analyt:[0,2,7],analyticnulldistribut:[0,2],analyz:[0,7],ani:[0,1,6],anoth:[0,2],append:6,appli:[0,2,3,7],approach:0,ar:[0,1,2,3,4,5,6,7,8],arang:[0,1],arbitrari:[0,2],arg:[0,1,2,3,4,5,6,7,8],argsort_descend:[0,3],argument:[0,2,6],around:[0,7],arrai:[0,1,2,3,4,5,6,7,8],array_nam:0,arxiv:[0,7],assign:[0,4],associ:6,assum:[0,2],assumpt:[0,3,7],astyp:[0,7],attain:[0,7],attemp:[0,2],attempt:[0,2],attribut:[0,1,3,5,6,7,8],auto:[0,7],auto_mi:[0,7,8],auto_mi_bin_s:[0,7,8],auto_mi_bin_size_set:[0,7],auto_mi_delai:[0,7,8],auto_mi_max_delai:[0,7,8],autocorrel:[0,3,7,8],autodetect:0,automat:[0,7],autoregress:[0,1],avail:[0,2,7,8],averag:[0,2,7],avg:[0,8],avoid:[0,2],ax:[0,1],axi:[0,3],ay:[0,2,7],b:[0,4,6,8],baccala:[0,1],back:[0,1,7],base:[0,2,3,4,5,7],basi:0,basic:[0,3],bayesian:[0,7],bayesian_bias_criterion:[0,7],bbc:[0,7],bbc_term:[0,7],bbc_toler:[0,7],becaus:[0,1,2,3,6,7],becker:[0,7],been:[0,2,4,7,8],beer:[0,7],befor:[0,2,3,8],being:9,below:[0,7],benjamini:[0,8],bertsching:[0,2,7],best:6,beta:[0,7],beta_map:[0,7],between:[0,2,3,4,5,6,7],bia:[0,7],bialek:[0,7],bias:[0,7],big:[0,3],bigger:[0,3],bin:[0,2,3,7,8],bin_siz:[0,7],binari:[0,7,8],biol:[0,1],biologi:[0,7],biorxiv:6,bit:[0,2],bivar:0,bivari:[0,2,3,8,9],bivariate_mi:[5,9,10],bivariate_pid:[7,9,10],bivariate_t:[5,9,10],bivariatemi:[0,5],bivariatepid:[0,7],bivariatet:[0,5],block:[0,1,7],block_siz:[0,1],bmi:9,bnv:0,bool:[0,1,2,3,4,5,6,7,8],bootstrap:[0,7],bootstrap_ci_percentile_hi:[0,7],bootstrap_ci_percentile_lo:[0,7],bootstrap_ci_use_sd:[0,7],borgwardt:6,both:[0,2,3,4,7,8],bound:[0,2,7],boundari:[0,2],brain:0,brainnet:0,broja:[0,2],broja_2pid:[0,2],broja_2pid_except:0,bte:9,build:6,c:[0,3],calcclass:[0,2],calcul:[0,1,2,3,4,5,6,7],calculate_link_t:[0,4],calculate_mi:[0,3],call:[0,2,3,5,6,7,8],cambridg:[0,7],can:[0,1,2,3,4,5,6,7,8],candid:[0,3,5,7],candidate_set:[0,3],cannot:[0,2,3],carri:6,caus:0,causal:[0,5,7],cf:[0,7],chang:[0,2],channel:0,charact:[0,1,3],characterist:[0,7,8],check:[0,2,3,4,6,7],check_input:[0,7],check_n_perm:[0,3],checkpoint:[0,5,7],child:[0,2,7],choic:6,choos:[0,3],chosen:[0,1,7],chunk:[0,2,7],ci:[0,7],circular:[0,1],ckp:0,close:[0,7],cmi:[0,2,4,5,7],cmi_diff_ab:[0,8],cmi_estim:[0,4,5,7,8],code:[0,2,6],coding_list:6,coeffici:[0,1,3],coefficient_matric:[0,1],coher:[0,1],collect:[0,4],color:0,column:[0,3],com:[0,2,7],combin:[0,1,3,6,7],combine_discrete_dimens:[0,3],combine_result:0,come:0,common:[0,2],common_estimate_surrogates_analyt:[0,2],commonli:0,comp:[0,5],compar:[0,1,3,4,8],compare_between:[0,4],compare_links_within:[0,4],compare_within:[0,4],comparison:[0,3,6,9],complet:[0,3,7],complex:[0,2,6,7],comprehens:0,comput:[0,2,5,6,7],compute_ci:[0,7],computecombinedvalu:[0,3],concaten:[0,2],concentr:[0,7],concept:[0,1],condit:[0,2,3,4,5,6,7,8],conditionalmutualinfocalculatormultivariategaussian:[0,2],cone:[0,2],cone_solv:[0,2],confer:6,confid:[0,2,7],conflict:0,conflicting_entri:[0,3],connect:[0,4,5,8],connectom:0,consequ:[0,7],consid:[0,3,5,6],consider:[0,7],consist:[0,1,5,6],consol:[0,2,3,4,5,7,8],constant:[0,3],construct:[0,5],contain:[0,2,3,5,7,8],content:[6,10],context:[0,2,3],continu:[0,2,3],contribut:[0,7],control:[0,2,4],conveni:[0,8],converg:[0,2],convert:[0,6,7],coordin:0,copi:[0,3],corr:[0,3],correct:[0,3,5,6,7,8],correct_by_target:[0,3],correl:[0,3],correspond:[0,1,2,6,8],could:0,count:[0,1,2,6,7],count_discord:6,count_discordants_wylight:6,count_subgraph:6,count_subgraph_wylight:6,coupl:[0,1],cpu:[0,9],crash:[0,5,7],creat:[0,1,3,4,6,7],creation:[0,1,3,4,5,7],criterion:[0,7,8],critic:[0,3,4,5,7],current:[0,1,2,3,5,6,7,8],current_min_freq:6,current_min_p:6,current_symbol_arrai:[0,7],current_valu:[0,1,5,7,8],cybern:[0,1],d2_log_rho:[0,7],d2_log_rho_xi:[0,7],d2_xi:[0,7],d3_xi:[0,7],d:[0,1,2,3,7,8],d_log_rho:[0,7],d_log_rho_xi:[0,7],d_xi:[0,7],data:[2,3,4,5,6,8,9,10],data_1:[0,1],data_2:[0,1],data_a:[0,4],data_b:[0,4],data_format:6,data_mut:[0,1],data_new:[0,1],data_properti:[0,8],data_set_a:[0,4],data_set_b:[0,4],data_spiketim:[0,7],de:[0,5],debug:[0,2,7],decod:6,decode_adjac:6,decomposit:[0,2,8,9],decreas:[0,2],decrement:[0,2],defin:[0,2,3],degre:[0,2,3],delai:[0,2,7,8],delet:[0,7],delimit:[0,7],delta:[0,7],denomin:[0,3],depend:[0,1,4,6,8,9],dependent_var:[0,7],depth:[0,5,7,8],deriv:[0,3,7],descend:[0,3],describ:[0,2,5,6,7,8],descric:[0,2],descript:[0,5,7],design:6,desir:6,detail:[0,2,3,4,5,7,8],detect:[0,3,4,5,7],determin:[0,1,6,7,8],determine_tarone_factor:6,deviat:[0,1,3,7],devic:[0,2],df:[0,3],dict:[0,1,2,3,4,5,6,7,8],dict_1:[0,3],dict_2:[0,3],dictionari:[0,2,3,7,8],dietterich:[0,7],diff_ab:[0,8],differ:[0,1,2,3,4,6,7,8],differenti:[0,2,7],digraph:0,dim_ord:[0,1],dimens:[0,1,2,3],dimension:[0,1,3],direct:[0,1,2,6],dirichlet:[0,7],discard:[0,7],discord:6,discoveri:[0,3,6],discret:[0,1,2,3],discretis:[0,2,3],discretise_max_:[0,3],discretise_method:[0,2],discretisemaxentropi:[0,3],discuss:9,disk:[0,5,7],displai:0,display_edge_label:0,distanc:[0,2],distribut:[0,2,3,6,7,8],divid:[0,3],docstr:[0,5,7,8],document:[0,2,3,4,5,7,8],doe:[0,2,3,6],doi:[0,1,2,5,7],don:0,done:[0,3,7],dot:[0,8],dotdict:[0,7],doubl:[0,2],down:[0,3],drawn:[0,7],due:[0,2,7],duplic:0,dure:[0,7],dynam:[0,1,2,9],e109462:[0,1],e16042161:[0,2,7],e68910:0,e:[0,1,2,3,4,5,6,7,8],each:[0,1,2,3,4,5,6,7,8],easi:[0,7],east:6,eco:[0,2],edg:[0,8],editor:[0,7],effect:[0,4,5,7,8],effici:[0,6,7],either:[0,2,3,5,6,7,8],els:[0,7],emb:[0,7],embed:[0,1,2,4,5,8,9],embedding_number_of_bins_set:[0,7],embedding_optimization_ais_rudelt:[7,9,10],embedding_past_range_set:[0,7],embedding_scaling_exponent_set:[0,7],embedding_step_s:[0,7],empir:[0,2],empti:[0,1,6],enabl:[0,5,7],encod:6,encode_adjac:6,engin:0,enough:[0,3,6],enter:[0,8],entri:[0,1,3,4,6,7,8],entropi:[0,1,2,3,7,8,9],enumerate_frequent_graph:6,enumerate_frequent_subgraph:6,enumerate_significant_subgraph:6,ep:[0,7],eq:[0,1],equal:[0,2,3],equal_dict:[0,3],equiv:[0,7],equival:[0,7,8],err:0,error:[0,2],essenti:[0,7],est:[0,2],establish:[0,1],estim:[0,1,3,4,5,6,8,9],estimate_parallel:[0,2],estimate_surrogates_analyt:[0,2,7],estimation_method:[0,7,8],estimators_:[0,4,5,7],estimators_jidt:[2,9,10],estimators_mpi:[2,9,10],estimators_multivariate_pid:[9,10],estimators_opencl:[2,9,10],estimators_pid:[2,7,9,10],estimators_python:[2,9,10],estimators_rudelt:[7,9,10],et:6,evalu:6,even:6,evenli:[0,3],event:[0,7],everi:[0,2,5,7],ex:[0,2,3],exact:[0,2],exampl:[0,1,3,4,5,7],except:[0,3],exception_messag:[0,3],exclud:[0,5],exist:[0,1],expect:[0,1,7],experiment:[0,4],explan:0,expon:[0,7,8],exponenti:[0,2],export_brain_net_view:0,export_networkx_graph:0,export_networkx_source_graph:0,extend:6,extend_mcnemar:6,extend_wi:6,extend_wy_light:6,extend_wy_light_mcnemar:6,extend_wy_mcnemar:6,extens:[0,5,6,7],extract:[0,7],f:[0,1,6,7],face:[0,4],factor:[0,6,7],fae:[0,1,5,7],fall:[0,1],fals:[0,1,2,3,5,7],far:6,fast:[0,2,6],faster:[0,3],fdr:[0,3,5,8],fdr_constant:[0,3],fdr_correct:[0,5,7],femal:[0,4],fewer:[0,8],field:[0,3],fieldtrip:0,fieldtriptoolbox:0,fifth:0,figur:0,file:[0,5,7],file_nam:0,file_path:0,file_vers:0,filename_ckp:[0,5,7],fill:6,find:[0,2,5,7],fire:[0,7,8],firing_r:[0,7,8],first:[0,1,2,4,6,7,8],first_bin_s:[0,7],fit:[0,1],five:[0,1],fix:[0,1],fl:6,fninf:[0,7],follow:[0,1,7],forc:[0,5,7],form:[0,1,6],format:[0,1,2,7],forth:[0,3],forward:[0,2],found:[0,5,7],four:[0,4,5],fourth:0,free:[0,5],freedom:[0,3],freq:6,frequenc:[0,6,7],frequent:6,frequent_graph:6,frequent_subgraph:6,from:[0,1,2,3,4,5,7,8],front:[0,2,7],fsampl:0,ft_datatype_raw:0,ft_struct_nam:0,full:[0,3,5,6],further:[0,4,5,6,7],futur:[0,2],g:[0,1,2,5,7,8],galusk:[0,7],gaussian:[0,1,2],gc:0,gener:[0,1,3,8],generate_coding_list:6,generate_logistic_maps_data:[0,1],generate_min_p_t:6,generate_mute_data:[0,1,5,7],generate_p_t:6,generate_var_data:[0,1],genoves:[0,3],get:[0,1,7,8],get_adjacency_matrix:[0,8],get_analytic_distribut:[0,2],get_as_list:[0,7],get_auto_mi:[0,7],get_bbc_term:[0,7],get_beta_map:[0,7],get_bootstrap_history_depend:[0,7],get_edge_list:0,get_embed:[0,7],get_embeddings_that_maximise_r:[0,7],get_h0_x_past_cond_x:[0,7],get_h0_x_past_cond_x_eq_x:[0,7],get_h_x_past_cond_x:[0,7],get_h_x_past_uncond:[0,7],get_history_depend:[0,7],get_information_timescale_tau_r:[0,7],get_integration_bound:[0,7],get_marginal_frequencies_of_spikes_in_bin:[0,7],get_max_r_t:[0,7],get_median_number_of_spikes_per_bin:[0,7],get_multipl:[0,7],get_p_x_past_cond_x:[0,7],get_p_x_past_uncond:[0,7],get_p_x_uncond:[0,7],get_past_rang:[0,7],get_r_thresh:[0,7],get_r_tot:0,get_raw_symbol:[0,7],get_realis:[0,1],get_realisations_symbol:[0,7],get_se:[0,1],get_set_of_sc:[0,7],get_shannon_entropi:[0,7],get_shuffled_symbol_count:[0,7],get_significant_process:[0,8],get_single_process:[0,8],get_single_target:[0,8],get_source_vari:[0,8],get_stat:[0,1],get_symbol_count:[0,7],get_target_delai:[0,8],get_target_sourc:[0,8],get_temporal_depth_t_d:[0,7],get_window_delimit:[0,7],getit:0,ghahramani:[0,7],github:[0,2,3,7,9],give:[0,2],given:[0,1,2,3,6,7,8],glass:0,goal:6,good:0,googl:9,gpu:[0,9],gpuid:[0,2],granger:[0,5,7],graph:[0,7],graph_typ:6,grassberg:[0,2],greedi:0,group:[0,6,7,9],groupa:6,groupa_network:6,groupb:6,groupb_network:6,guard:[0,2],guess:[0,7],gutknecht:[0,6,7],h0_sh_x_past_cond_x:[0,7],h0_x_past_cond_x:[0,7],h1:[0,7],h:[0,2,7],h_0:[0,7],h_spike:[0,7,8],h_uncond:[0,7],h_x_past_cond_x:[0,7],h_x_past_uncond:[0,7],ha:[0,1,2,3,4,5,6,7,8],halv:[0,2],handl:0,happen:6,hard:[0,2],have:[0,1,2,3,4,5,7,8,9],hde:[0,7],hdestim:[0,7],hdf5:0,he:0,head:9,hehlotler:[0,3],hellother:[0,3],helper:9,henc:[0,2,5],here:[0,2,7],heurist:[0,7],high:[0,2,8],higher:0,highest:[0,3,8],highest_protocol:0,histori:[0,2,8,9],history_depend:[0,7,8],history_sourc:[0,2],history_target:[0,2],hit:[0,2],hold:[0,8],home:0,hommel:6,hopefulli:0,host:9,hous:[0,4],how:[0,2,7],howev:[0,2],http:[0,1,2,3,5,6,7],human:0,hypothesi:[0,2],i:[0,2,3,4,5,6,7,8],i_1:[0,3],i_2:[0,3],i_corr:[0,7],i_list:0,i_plugin:[0,7],id:[0,2,8],identifi:[0,3,6,8],idtxl:[1,2,3,4,5,6,7,8],idtxl_checkpoint:[0,5,7],idtxl_except:[9,10],idtxl_io:[9,10],idtxl_util:[3,9,10],idx:[0,1,5,7],idx_al:[0,3],idx_list:[0,1],idx_realis:[0,1],idx_singl:[0,3],ie:[0,7],ignor:[0,2,6,7],imag:[0,7],immedi:6,implement:[0,1,2,4,6,7],implicitli:[0,1],import_fieldtrip:0,import_matarrai:0,improv:[0,2],includ:[0,3,6,7,8],incom:[0,2],inconveni:0,increment:[0,2],ind:[0,1],indent:[0,3],independ:[0,2,4,7],index:[0,1,3,4,5,6,7,8,9],indic:[0,1,2,3,5,6,7,8],individu:[0,2,3,5,6,7,8],inf:6,infer:[0,3,4,7,9],infin:6,infinit:[0,2],influenc:[0,5,7],infodynam:[0,3],infor:[0,2],inform:[0,1,3,4,8,9],initi:[0,1,2,6],initial_st:[0,1],initialis:[0,1],inner:[0,2,5],input:[0,2,3,6,7,8],ins:[0,7],insid:0,inspect:[0,7],instanc:[0,1,2,3,4,5,6,7,8],instanti:[0,2],instead:[0,1,2,3,5,7],institut:[0,5],int32:[0,2],intact:[0,1],integ:[0,1,6,7],integr:[0,7],interact:[0,8],intermedi:[0,2],intern:[0,6],interv:[0,7],intial:6,introduc:6,io:[0,3],is_analytic_null_estim:[0,2,7],is_parallel:[0,2,7],issu:9,iter:[0,5,7],ith:6,its:[0,2,7,8],j:[0,2,3,5,7],j_list:0,java:[0,2],jidt:[0,3,9],jidtdiscret:[0,2],jidtdiscreteai:[0,2],jidtdiscretecmi:[0,2],jidtdiscretemi:[0,2],jidtdiscretet:[0,2],jidtestim:[0,2],jidtgaussian:[0,2],jidtgaussianai:[0,2],jidtgaussiancmi:[0,2],jidtgaussianmi:[0,2],jidtgaussiant:[0,2],jidtkraskov:[0,2],jidtkraskovai:[0,2],jidtkraskovcmi:[0,2,5,7],jidtkraskovmi:[0,2],jidtkraskovt:[0,2],jidtoutofmemoryerror:[0,2],joint:[0,2,3,4,5],joseph:[0,2],jost:[0,2,7],journal:[0,1],jpackag:[0,2],jpype:[0,2],json:0,k1:[0,7],k:[0,1,6,7],k_rt:6,kappa:[0,7],kasenburg:6,keep:[0,1,2],kei:[0,3,7,8],keyword:[0,8],km:6,knn:[0,2],knowledg:6,kraskov:[0,2],kraskov_k:[0,2],ksg:[0,2],kwarg:[0,2],l:[0,1,5,6,7],label:0,labl:0,lag:[0,1,2,5,6,7,8],lag_mi:[0,2],lags_pid:[0,7],larger:[0,2,6],last:[0,3,7],later:0,latter:[0,2],lattic:[0,8],lazar:[0,3],le:0,least:6,len:[0,3],lenght:[0,7],length:[0,1,2,3,7,8],lett:[0,2,5],level:[0,2,3,4,5,6,7],light:6,like:[0,7,8],likelihood:[0,7],limit:[0,2],lindner:[0,5,7],line:[0,4],linear:[0,1],linearli:[0,7],link:[0,3,4,5,6,8],link_a:[0,4],link_b:[0,4],link_count:6,list:[0,1,3,4,5,6,7,8],lizier:[0,2,3,5,7],llinar:6,load:[0,7],load_json:0,load_pickl:0,local:[0,1,2,7],local_valu:[0,2],locat:[0,6,7],log:[0,7],log_likelihood_dp_alpha:[0,7],logarithm:[0,7],logic:[0,3],logical_xor:[0,7],logist:[0,1],longer:0,look:[0,8,9],lookup:6,loop:[0,2],loos:[0,1],lopez:6,lower:[0,7],lowest:[0,3],m:[0,2,5,6,7],ma:[0,7],machin:[0,2],made:[0,3],mai:[0,2,8],main:[0,2,6,7],make:[0,2,3,7],makkeh:[0,2,7],male:[0,4],manag:[0,3],mani:[0,2],manual:0,map:[0,1,3,6,7],margin:[0,7],marginal_prob:[0,7],marinazzo:[0,1],marx:[0,7],mass:[0,2],mat:0,match:[0,4],matlab:[0,1],matplotlib:0,matric:[0,1,6],matrix:[0,1,6,8],matrixutil:[0,3],max:[0,1,2,3,5],max_depth:6,max_ent:[0,2],max_it:[0,2,7],max_lag:[0,5,7],max_lag_sourc:[0,5],max_lag_target:[0,5],max_p:[0,8],max_p_lag:[0,8],max_seq:[0,5],max_shift:[0,1],max_stat:[0,5,7],max_statist:[0,3],max_statistic_sequenti:[0,3],max_statistic_sequential_bivari:[0,3],max_t:[0,8],max_te_lag:[0,8],max_unsuc_swaps_row_parm:[0,2,7],max_work:[0,2],maxim:[0,7],maximis:[0,5,7],maximum:[0,1,2,3,5,6,7,8],mcnemar:6,mean:6,measur:[0,2,5,6,7,8],median:[0,7],mem:[0,2],memori:[0,6],messag:[0,3],method:[0,1,2,3,4,5,6,7,8],mi:[0,2,3,5,7,8],mi_against_surrog:[0,3],mi_omnibu:[0,5],mi_sign_sourc:[0,5],michael:[0,7],mikhail:[0,2],min:[0,3],min_first_bin_s:[0,7],min_freq:6,min_lag:[0,5],min_lag_sourc:[0,5],min_p_value_t:6,min_stat:[0,5,7],min_statist:[0,3],min_step_for_sc:[0,7],mine:[0,8,9],minimum:[0,3,5,6,7],minimum_p_valu:6,minu:[0,7],misinform:0,miss:0,mit:[0,7],mk:[0,7],mmi:9,mni:0,mni_coord:0,model:[0,1,5,7],modul:[2,4,5,7,8,9,10],moment:[0,7],montalto:[0,1],more:[0,2,5,6,7,9],most:[0,6,7],mpg:[0,5],mpi4pi:[0,2],mpi:[0,9],mpiestim:[0,2],mpiexec:[0,2],mte:9,multi:[0,3],multinomi:[0,7],multipl:[0,1,2,4,6,7,8],multipli:[0,3],multivar:0,multivari:[0,1,2,3,4,8,9],multivariate_mi:[5,9,10],multivariate_pid:[7,9,10],multivariate_t:[5,9,10],multivariatemi:[0,5],multivariatepid:[0,7],multivariatet:[0,3,5,8],must:[0,1,2,3,7],mute:[0,1],mutual:[0,2,3,7,9],n:[0,1,2,3,6,7],n_a:6,n_b:6,n_chunk:[0,2],n_discrete_bin:[0,2],n_edg:0,n_node:[0,8],n_perm:[0,2,3],n_perm_:[0,5,7],n_perm_comp:[0,4],n_perm_max_seq:[0,3,5],n_perm_max_stat:[0,3,5,7],n_perm_mi:[0,3],n_perm_min_stat:[0,3,5,7],n_perm_omnibu:[0,3,5],n_process:[0,1,8],n_realis:[0,1,8],n_realisations_repl:[0,1],n_realisations_sampl:[0,1],n_replic:[0,1],n_sampl:[0,1],name:[0,5,7],nat:[0,2],ndarrai:[0,2],nearest:[0,2],nearli:[0,2],necessari:[0,1,7],necessarili:[0,7],need:[0,2,7],neighborhood:[0,2],neighbour:[0,2],nemenman:[0,7],network:[0,1,3,7,9],network_a:[0,4],network_analysi:[5,7,9,10],network_b:[0,4],network_comparison:[4,9,10],network_fdr:[0,3,5,8],network_infer:[9,10],network_set_a:[0,4],network_set_b:[0,4],networkanalysi:0,networkcomparison:[0,4],networkinfer:0,networkinferencebivari:0,networkinferencemi:0,networkinferencemultivari:0,networkinferencet:0,networkx:0,neural:[0,1,6,9],neuroimag:[0,3],neuroinf:[0,7],neuron:[0,7,8],neurophysiolog:0,neurosci:[0,5],never:[0,2],next:[0,2],nichol:[0,3],nitrc:0,node:[0,3,5,9],node_color:0,node_s:0,nois:[0,1,2],noise_level:[0,2],noise_std:[0,1],nollo:[0,5,7],non:[0,1,3,5,7],none:[0,1,2,3,6,7],nonessenti:[0,7],nonlinear:[0,5,7],nonneg:[0,7],nonuniform:[0,5,7],normal:[0,7],normalis:[0,1,2,7,8],notat:[0,7,8],note:[0,1,2,3,4,5,7,8],novel:[0,1],now:[0,2,3],np:[0,1,2,7],nsb:[0,7],nsb_entropi:[0,7],nsb_estim:[0,7],num_perm:6,num_rep:[0,2,7],num_testable_graph:6,num_thread:[0,2],number:[0,1,2,3,4,5,6,7,8],number_of_bins_d:[0,7],number_of_bootstrap:[0,7],number_of_bootstraps_nonessenti:[0,7],number_of_bootstraps_r_max:[0,7],number_of_bootstraps_r_tot:[0,7],number_of_delai:[0,7],number_of_sc:[0,7],number_of_symbol:[0,7],numbin:[0,3],numer:[0,2],numpi:[0,1,2,3,4,5,6,7,8],o:[0,2],obj:0,object:[0,1,2,3,4,7],observ:[0,2,4,5,6,7],obtain:[0,3,6,7,8],occur:[0,6,7],occurr:[0,6,7],offer:0,often:[0,6,7],olbrich:[0,2,7],old:[0,3],omnibu:[0,3,5],omnibus_pv:0,omnibus_sign:0,omnibus_t:0,omnibus_test:[0,3],onc:[0,2,6],one:[0,2,3,4,6,7,8],onli:[0,1,2,3,5,6,7],opencl:[0,9],openclkraskov:[0,2],openclkraskovcmi:[0,2],openclkraskovmi:[0,2],oppos:[0,2],opt_first_bin_s:[0,7,8],opt_number_of_bins_d:[0,7,8],opt_scaling_k:[0,7,8],optim:[0,2,8,9],optimizationrudelt:[0,7],optimize_single_run:[0,7],option:[0,1,2,3,4,5,7,8],order:[0,1,3],org:[0,1,2,5,6,7],orgini:[0,1],origin:[0,1,2,3,6,7],other:[0,3,5,6,7],otherwis:[0,1,3,7],our:[0,2],out:[0,6],outer:[0,2],outofmemoryexcept:0,output:[0,2,4,5,7,8],output_path:[0,7],output_prefix:[0,7],outsid:[0,2],over:[0,1,2,3,4,5,7],overwrit:[0,1,2],own:[0,5,7],p0_sh_x_past_cond_x:[0,7],p:[0,1,2,3,5,6,7,8],p_0:[0,7],p_valu:[0,3,6],p_value_t:6,p_values_corr:6,p_x_past_cond_x:[0,7],p_x_past_uncond:[0,7],p_x_uncond:[0,7],packag:[2,10],package_miss:0,pad:[0,2],page:[0,3,9],pair:[0,5,6,7],papaxantho:6,paper:[0,1,3],parallel:[0,1,2,3,7],paramet:[0,2,3,4,5,7],parent:[0,2,7,8],part:[0,4,6],partial:[0,1,2,3,8,9],partial_information_decomposit:[0,3],partic:[0,2],particip:[0,4],particular:[0,3,6],partit:[0,3],pass:[0,2,3,4,7],past:[0,2,3,4,5,7,8],past_range_t:[0,7],past_symbol:[0,7],past_symbol_arrai:[0,7],past_symbol_count:[0,7],path:[0,7],patient:[0,4],pattern:[0,1,6],pdf:[0,5],peak:[0,7],per:[0,1,2,6,7],percentil:[0,7],perform:[0,2,3,5,7],performancetip:[0,3],perm:6,perm_rang:[0,1],perm_set:[0,1],perm_typ:[0,1],permut:[0,1,2,3,4,5,6,7],permute_in_tim:[0,3,4,5,7],permute_repl:[0,1],permute_sampl:[0,1,4,5,7],permutet:[0,1],perspect:[0,2],phy:[0,2,5,7],physrev:[0,5,7],physrevlett:[0,5],pickl:0,pid:[0,3,8,9],pid_analysi:[0,7],pid_calc_nam:[0,7],pid_estim:[0,7],pipa:[0,5],pl00007990:[0,1],planck:[0,5],platform:[0,2],plo:[0,1,7],plot:[0,7],plot_mute_graph:0,plot_network:0,plot_network_comparison:0,plot_selected_var:0,plug:[0,2,7],plugin:[0,7],plugin_entropi:[0,7],plugin_estim:[0,7],pmi2:[0,2],point:[0,1,2,3,7,8],pointless:[0,3],pointwis:0,pone:[0,1],porta:[0,5,7],possibl:[0,2,3,6,7],posterior:[0,7],posteriori:[0,7],postprocess:[0,8,9],potenti:[0,5],power:[0,3],practic:[0,2],predict:[0,3],prefix:[0,7],preprint2012_25:[0,5],preprint:[0,5],present:[0,3],preserv:[0,7],press:[0,7],pretti:[0,3],previous:[0,5,7],priesemann:[0,7],principl:[0,7],print:[0,2,3,6,8],print_dict:[0,3],print_edge_list:[0,8],print_matrix:0,printer:[0,3],prior:[0,7],probabl:[0,2,7],problem:9,proc:[0,1],procedur:6,proceed:6,process:[0,1,2,3,4,5,6,7,8],process_set:[0,7],processes_analys:[0,8],produc:[0,7],product:[0,7],program:[0,2],project:0,prokopenko:[0,2,7],properti:[0,1,2,8],propos:[0,1,2],protocol:0,provid:[0,1,2,3,4,7,8],prune:[0,3,5,7],ps:[0,1,7],psr:[0,1],ptw:[0,8],put:[0,3],pval:[0,8],pvalu:[0,5,7,8],pvalue_omnibu:[0,5],pvalues_sign_sourc:[0,5],pypi:[0,2],python3:0,python:[0,3,7,9],pythonkraskovcmi:[0,2],qualit:0,quantifi:[0,2,7],quantil:6,quantiti:[0,2,7],r:[0,1,2,3,5,7,8],r_max:[0,7],r_nsb:[0,7],r_plugin:[0,7],r_tot:[0,7,8],rais:[0,1,2,3],randint:[0,7],random:[0,1,2,7,8],rang:[0,1,2,3,7],rank:[0,2,3],rate:[0,3,7,8],rauh:[0,2,7],raw:[0,1,2,3,4,5,7],raw_symbol:[0,7],re:[0,3,7],reach:6,read:[0,7],realis:[0,1,2,3,5,7,8],realiz:[0,2],rebas:[0,7],recogn:0,recommend:[0,7],record:[0,4,7,8],recording_length:[0,7,8],recurs:[0,2,6],reduc:[0,7],redund:[0,8],refer:[0,1,2,3,5,7],regard:[0,8],regular:0,rel:[0,7],relat:[0,7],relationship:[0,2],relev:[0,3,5,6,7],remain:[0,3],reman:[0,3],remanin:[0,3],remov:[0,2,3],remove_column:[0,3],remove_row:[0,3],remove_subresults_single_process:[0,7],repeat:[0,3],repetit:[0,1],repl:[0,1],replic:[0,1,2,3,4,5,7],report:[0,9],repres:[0,1,2,3,6,7,8],represent:[0,7],request:[0,1,3],requir:[0,2,3,6],res_network:[0,8],res_pid:[0,8],resampl:[0,7],reshap:[0,1],respect:[0,2,5],respons:[0,7],restrict:[0,3],result:[1,2,3,4,5,6,7,9,10],resultsa:6,resultsb:6,resultsmultivariatepid:[0,7,8],resultsnetworkanalysi:0,resultsnetworkcomparison:[0,4,8],resultsnetworkinfer:[0,3,5,8],resultspid:[0,7,8],resultssingleprocessanalysi:[0,3,7,8],resultssingleprocessrudelt:[0,7,8],resum:[0,5,7],resume_checkpoint:[0,5,7],retriev:[0,5,7],return_averaged_r:[0,7],return_calc:[0,2],return_count:[0,2],rev:[0,2,5,7],reveal:[0,7],revisit:[0,7],rho:[0,7],rlz:[0,8],robot:[0,2],round:[0,3],routin:0,row:[0,2,3],rtot:[0,7,8],rubinov:[0,5],rudelt:[0,7,8],rudeltabstractestim:[0,7],rudeltabstractnsbestim:[0,7],rudeltbbcestim:[0,7],rudeltnsbestimatorsymbolsmi:[0,7],rudeltpluginestimatorsymbolsmi:[0,7],rudeltshufflingestim:[0,7],run:[0,1,2],runtim:[0,2],s10827:[0,5],s1:[0,2,7],s1_unq:[0,8],s2:[0,2,7],s2_unq:[0,8],s3:[0,7],s:[0,1,2,3,4,5,6,7],same:[0,1,2,3,4,5,6,7],sameshima:[0,1],sampl:[0,1,2,3,5,6,7,8],save:[0,2,3,6,7],save_json:0,save_pickl:0,scale:[0,7,8],scaling_k:[0,7],scheme:[0,1],schreiber:[0,2,5],sci:[0,2,7],scipi:[0,3],script:[0,2],search:[0,2,5,7,9],second:[0,2,3,4,6,7,8],see:[0,2,3,4,5,7,8],seed:[0,1],select:[0,3,4,5,7,8],selected_sources_pv:0,selected_sources_t:0,selected_var:[0,8],selected_vars_ful:[0,5,7],selected_vars_sourc:[0,5,8],selected_vars_target:[0,5,8],self:[0,6,7],separ:[0,3,5,7],separate_arrai:[0,3],sequenc:[0,2],sequenti:[0,3],seri:[0,1,2],set:[0,1,2,3,4,5,6,7,8],set_data:[0,1],setup:[0,3],sever:[0,1],sh:[0,7],shafe:[0,7],shape:[0,3],share:[0,2,3,7,8],shd_s1_s2:[0,8],shift:[0,1],shorter:[0,2],should:[0,2,3,7],show:[0,7],shuffl:[0,1,3,4,5,7],shuffling_mi:[0,7],siam:6,siamintern:6,side:[0,4],sigkdd:6,sign:[0,7],sign_ominbu:[0,5],sign_sourc:0,signal:0,signific:[0,3,4,5,7,8,9],significant_graph:6,significantli:[0,3],significantsubgraphmin:6,similar:[0,2,7,8],simple_depth_first:6,simple_depth_fist:6,simplic:[0,7],simplifi:[0,7],simul:[0,1,7],singl:[0,3,4,5,7,8],single_process_analysi:[9,10],singleprocessanalysi:0,singleton:0,size:[0,1,2,6,7,8],slice:[0,1],slice_permute_repl:[0,1],slice_permute_sampl:[0,1],slid:[0,7],slurm:[0,2],slurm_ntask:[0,2],small:[0,1,3],smaller:[0,2,3,6],smallest:[0,6,7,8],sn:0,so:[0,2,3,6,7],soft:[0,2],softwar:0,solver:[0,2],solver_arg:[0,2],some:[0,2,7],soon:6,sort:[0,3],sort_descend:[0,3],sortind:[0,3],sourc:[0,1,2,3,4,5,6,7,8],source_1:[0,8],source_2:[0,8],source_i:[0,8],source_set:[0,5],source_target_delai:[0,2],sources_test:0,space:[0,2,5,7],spawn:[0,2],specif:[0,8],specifi:[0,1,5,6,7,8],spike:[0,8,9],spike_tim:[0,7],spikes_in_window:[0,7],split:[0,2],spr:[0,1],squar:[0,1],squeez:0,srun:[0,2],stage:[0,2],stai:[0,1],stamp:0,stand:0,standard:[0,1,3,7],standardis:[0,1,2,3,8],start:[0,1],stat:[5,7,8,9,10],state:[0,1,2,5,7,8],statis:[0,3],statist:[0,1,3,4,5,7,8],statistic_omnibu:[0,5],statistic_sign_sourc:[0,5],stats_typ:[0,4],step:[0,5,6,7],stochast:[0,1,8],stoegbauer:[0,2],stop:[0,3,6],storag:[0,2,3,8,9],store:[0,1,8],str:[0,1,2,4,5,7,8],strategi:[0,1],string:[0,1,3,5,6,7,8],structur:[0,1],studi:[0,2],style:0,subgraph:[0,8,9],subject:[0,4,6],submodul:[9,10],subplot:0,subset:[0,3,7],success:6,suffici:[0,1,7],sugiyama:6,sum:[0,7],sum_i:[0,3],summar:[0,7],summari:6,supergraph:6,support:[0,2,7],sure:[0,2],surrog:[0,1,2,3,4,5,7,8],surrogate_distribut:[0,8],swap:[0,1,2,3],swap_char:[0,3],sxpid:[0,7],sydneypid:[0,2,7],symbol:[0,7],symbol_arrai:[0,7],symbol_array_to_binari:[0,7],symbol_binari:[0,7],symbol_binary_to_arrai:[0,7],symbol_block_length:[0,7],symbol_count:[0,7],symmetr:[0,7],syn_s1_s2:[0,8],syn_shd_against_surrog:[0,3],synergist:[0,2,3,7,8],system:[0,2,7],t:[0,2,3,5,7,8],t_0:[0,7],t_d:[0,7,8],t_max:[0,7],tabl:[0,3,6],tail:[0,4],tail_comp:[0,4],take:[0,1,7],taken:[0,2,3],target1:[0,7],target:[0,2,3,4,5,6,7,8],target_r:[0,7],targets_analys:[0,8],taron:6,tartupid:[0,2],task:[0,2,4,7],tau:[0,2,7],tau_1:[0,7],tau_r:[0,7,8],tau_sourc:[0,2,5],tau_target:[0,2,5],td:[0,7,8],te:[0,2,3,4,5,7,8],te_max_candid:[0,3],te_min_candid:[0,3],technic:[0,2],techniqu:[0,5,7],tempor:[0,1,2,5,7,8],term:[0,7],test:[0,1,2,3,4,5,6,7,8],testabl:6,text:0,th:6,than:[0,2,3,6,7],thei:[0,2,6,7],theiler:[0,2],theiler_t:[0,2],them:0,theoret:[0,3,8,9],theori:0,therefor:[0,7],thereof:[0,7],thi:[0,1,2,3,4,5,6,7,8],third:[0,2,7],those:0,thread:[0,2,3],three:[0,1,2,5,7],threshold:[0,3],through:[0,5,7],thu:[0,1,2,7],time:[0,1,2,3,4,5,6,7,8],timeout:[0,3],timeout_dur:[0,3],timeout_handl:0,timescal:[0,7,8],timescale_minimum_past_rang:[0,7],tmax:[0,7],to_be_extend:6,todo:[0,7],togeth:[0,7],toggl:[0,4,5,7],toler:[0,7],too:[0,1,2],tool:[0,7],toolbox:[0,1],toolkit:[0,2],tot:[0,7,8],total:[0,1,2,6,7,8],toward:[0,7],tracker:9,train:[0,7,8],tranfer:[0,8],transfer:[0,1,2,3,4,8,9],treat:[0,5],trial:[0,1,2],trigger:[0,3],triplet:6,tupl:[0,1,3,5,6,7,8],tutori:9,two:[0,1,2,3,4,5,6,7,8],type:[0,1,2,4,7],typeerror:[0,1],typic:[0,7],u:[0,1],unbias:[0,7],uncorrect:[0,6,8],uncorrel:[0,1],under:[0,2,4,6,7],understand:[0,7],undirect:6,unequ:[0,3],uniform:[0,2,5,7],union:[0,6,8],union_indic:6,uniqu:[0,2,3,7,8],unit:[0,4],univari:[0,3],unnorm:[0,7],unnormalized_posterior:[0,7],unq_against_surrog:[0,3],unsuccess:[0,2],until:[0,2],unweight:[0,8],up:[0,4,6,7],updat:6,upon:0,upper:[0,2,7],us:[0,1,2,3,4,5,6,7,8],usag:[0,2],use_al:[0,2],user:[0,9],usiz:[0,2],util:[0,9],utilis:[0,2],utl:[0,7],v4:0,v6:0,v7:0,v:[0,7],valid:0,valu:[0,1,2,3,4,5,6,7,8],var1:[0,2],var2:[0,2],vari:[0,2],variabl:[0,1,2,3,4,5,7,8],variou:[0,1],vars_count:[0,8],vector:[0,1,3],verbos:[0,2,4,5,6,7],version:[0,2,6],via:[0,1,2,5,6,7,8],vicent:[0,2,5],viewer:0,virtualis:[0,2],visual:[0,7],visualis:0,visualise_graph:[9,10],visul:[0,7],vitrualis:[0,2],vs:[0,4],vstack:[0,7],w:[0,7],wa:[0,1,2,4,7,8],wai:[0,8],wait:[0,3],wang:0,want:[0,9],warn:0,we:[0,1,7],weight:[0,8],weight_typ:0,well:[0,2,3,7],were:[0,5,7,8],westfal:6,westfall_young:6,westfall_young_light:6,what:[0,7],when:[0,1,2,3,5,7],where:[0,1,2,3,5,6,7,8],whether:[0,7,8],which:[0,1,2,3,4,6,7],whole:[0,3,4,5,7],whose:[0,7],wibral:[0,5,6,7],wiki:[0,3,9],william:[0,7],window:[0,2,7],wise:[0,1],within:[0,1,4,6],without:[0,5,7],workaround:[0,2],worker:[0,2],wrapper:[0,2],write:[0,5,7],write_ckp:[0,5,7],written:0,wrt:[0,5,7,8],www:[0,5,6],wy:6,wy_algorithm:6,wy_level_light:6,wy_light:6,x:[0,1,2,3,7],x_past:[0,7],xi:[0,7],xia:0,xl:0,y:[0,2,7],yield:[0,7,8],you:[0,9],young:6,your:[0,2],z:[0,1,2,3,7,8],zero:[0,7],zomaya:[0,2,7]},titles:["idtxl package","The Data Class","Information theoretic estimators","Helper functions","Network comparison","Algorithms for network inference","Postprocessing of inferred networks","Algorithms for the analysis of node dynamics","The Results Class","Welcome to IDTxl\u2019s documentation!","idtxl"],titleterms:{"class":[1,8],"function":3,The:[1,8],activ:7,active_information_storag:0,ai:7,algorithm:[5,7],analysi:7,bivari:[5,7],bivariate_mi:0,bivariate_pid:0,bivariate_t:0,bmi:5,bte:5,comparison:[4,8],content:[0,9],cpu:2,data:[0,1,7],decomposit:7,depend:7,document:9,dynam:[7,8],embed:7,embedding_optimization_ais_rudelt:0,entropi:5,estim:[2,7],estimators_jidt:0,estimators_mpi:0,estimators_multivariate_pid:0,estimators_opencl:0,estimators_pid:0,estimators_python:0,estimators_rudelt:0,gpu:2,helper:3,histori:7,idtxl:[0,9,10],idtxl_except:0,idtxl_io:0,idtxl_util:0,indic:9,infer:[5,6,8],inform:[2,5,7],jidt:2,mine:6,mmi:5,modul:[0,3],mpi:2,mte:5,multivari:[5,7],multivariate_mi:0,multivariate_pid:0,multivariate_t:0,mutual:5,network:[4,5,6,8],network_analysi:0,network_comparison:0,network_infer:0,neural:7,node:[7,8],opencl:2,optim:7,packag:[0,9],partial:7,pid:[2,7],postprocess:6,python:2,result:[0,8],s:9,signific:6,single_process_analysi:0,spike:7,stat:[0,3],storag:7,subgraph:6,submodul:0,tabl:9,theoret:2,transfer:5,util:3,visualise_graph:0,welcom:9}}) \ No newline at end of file diff --git a/docs/idtxl.rst b/docs/idtxl.rst index 6dc6d645..c7d1de0f 100644 --- a/docs/idtxl.rst +++ b/docs/idtxl.rst @@ -101,6 +101,25 @@ idtxl.estimators_opencl module :undoc-members: :show-inheritance: + +idtxl.estimators_mpi module +------------------------------ + +.. automodule:: idtxl.estimators_mpi + :members: + :undoc-members: + :show-inheritance: + + +idtxl.estimators_python module +------------------------------ + +.. automodule:: idtxl.estimators_python + :members: + :undoc-members: + :show-inheritance: + + idtxl.estimators_multivariate_pid module ---------------------------------------- diff --git a/docs/idtxl_estimators.rst b/docs/idtxl_estimators.rst index 95e8f492..a30caeb0 100644 --- a/docs/idtxl_estimators.rst +++ b/docs/idtxl_estimators.rst @@ -7,12 +7,24 @@ JIDT Estimators (CPU) :members: :noindex: +Python Estimators (CPU) +----------------------- +.. automodule:: idtxl.estimators_python + :members: + :noindex: + OpenCL Estimators (GPU) ----------------------- .. automodule:: idtxl.estimators_opencl :members: :noindex: +MPI Estimators (CPU) +------------------------- +.. automodule:: idtxl.estimators_mpi + :members: + :noindex: + PID Estimators -------------- .. automodule:: idtxl.estimators_pid