From 4991e0c960b7472e0a587d45492b372ea49c5fbc Mon Sep 17 00:00:00 2001 From: "Marco A. Lopez-Sanchez" Date: Mon, 6 Apr 2020 10:50:24 +0200 Subject: [PATCH] incremental updates v3 --- .gitignore | 5 +++ DOCS/getting_started.md | 2 +- FIGURES/Jupyter_lab.png | Bin 103606 -> 208963 bytes grain_size_tools/GrainSizeTools_script.py | 42 ++++++++++++---------- grain_size_tools/notebook_example.ipynb | 4 +-- 5 files changed, 30 insertions(+), 23 deletions(-) diff --git a/.gitignore b/.gitignore index ef32591..8a2795c 100644 --- a/.gitignore +++ b/.gitignore @@ -228,3 +228,8 @@ pip-log.txt *.ai twoStep_output.csv Saltykov_output.csv + +############# +## Notebook checkpoints +############# +.ipynb_checkpoints diff --git a/DOCS/getting_started.md b/DOCS/getting_started.md index b5ee8d1..bf0f57c 100644 --- a/DOCS/getting_started.md +++ b/DOCS/getting_started.md @@ -153,7 +153,7 @@ dataset.head() ![](https://github.com/marcoalopez/GrainSizeTools/blob/master/FIGURES/dataframe_diameters.png?raw=true) -> 👉 Note that we define the square root and pi as ``np.sqrt`` and ``np.pi``. In this case, ``np.`` stems for numerical Python, a basic package for scientific computing with Python, and the word after the dot the method or scientific variables to be applied. If you write in the console ``np.`` and then press press the TAB key, you will see a huge list of methods available. In general, the name of the methods used are equivalent to those used in MATLAB but always adding the ``np.`` first. +> 👉 Note that we define the square root and pi as ``np.sqrt`` and ``np.pi``. In this case, ``np.`` stems for Numpy or numerical Python, a basic package for scientific computing with Python, and the word after the dot the method or scientific variables to be applied. If you write in the console ``np.`` and then press press the TAB key, you will see a huge list of methods available. In general, the name of the methods used are equivalent to those used in MATLAB but always adding the ``np.`` first. diff --git a/FIGURES/Jupyter_lab.png b/FIGURES/Jupyter_lab.png index 2028bf7b1be7159ba877ad02336ba2d27b78dd2c..ddb066655af55cd8c82857d1351ed9d9cbbbbf1f 100644 GIT binary patch literal 208963 zcmcHg1yoht_6Cd}8c7l9QbMFdIu8gU-5@R9T>?^~Al)E+=mu#xv@}RbNh96e`E5|& z*Z2PJ|K2;s|N9ujft$VeT64|ytob~1uC@K;WW>->2vI;F5W4tF5d{zk$qNL6=R$@B z{$gCB@(}n1W3M143@Yj)UIQ-RjfJFzK%kOP)Jt6i;QF4;OEr5C2&3ipA54dJjsXaC zlPNADr1VC6bK2eEp)!=|ntQ`}40;k;JF2xYW8bgl+-Kf5nZ#|}TjNYjy&i|K6|wK0eiJ#fuIChfyb!Yh-($T`{y>THDgLAT zOIuaW{IbgYwPvcS&e^;U-)8%}ziqE;)jHKXCSPaeT#w!Z4E*)uMGOX^|Gof$xV=Gy ze_z?b!m#~)wJ72QySlu*oSmZWusZPA1LN;o2u!Fj4#vhS<)+H(##<97Zyx-8?_r$* z%puv$X-BM%%ZHRiu083M_$#KVx}81L+U%=P{%6-h{9NVdd+Bb@IkAL9I2&m0z#32x@7`rOEP z%x4$ya#EO#Z*;8ZukoywUH*O=M9gyHCE&4|&t&X*(=&c^GO*qe@)jDNjpDvlylq{u zntUvX!FKbG8s_hJS`i13;yrC`TrNpCLbj&|%XYi1dB%1RJSIkzv?-O?98(_}x>+>vF~gK= z2XvZY_f|F*BQHNrDo$m9HTl)97auM*IE5I21ngJDAZ_>(t|{oOw4&5>Us(6*Q3o9U zI~WJ38~Wd%I2?l9gNO3JbRM4*-Xq4eCSF_@Q@LX*sO0N9_G&8pQ12z;*1Yuwq7n>pjG)82gvM+$~!BQyiJ3{-inO)XK=Fs=yy4F=8 zYy0`&XT~t)jr8`OBUFc;{*AFm-K8EoBGaBC)YoY)*71Ia7iLVgiKMNB+$#$_#om1G zmokYI&C`|VpLEr}fBDhE`&Nq8I!zE?9jh_;`~GkD4S4$SdW~XFZ;G?6B4Gv7SPA4P zDsj@JO9lH;k^!4T|Zsm z9;{~+!aVnx-)!20#BMXR;pbVbks4tPN|6QFrFX$KB}}U^_A+u>kPqH46maT)`u;ga z`Cv>`w%qD3@OJvvp+nrGkjB4I#2L_-L5a2uzs9)t+?T_)Y|Vi+)oNTV4}r4dZ80&j zO{PCB6&k5uMjDCO&yW&7@|LUHd!K2qcZ+yfYv1 z%B9~688VCL2%1hxGIyhzO!K)Hn=(bPrpy6nA|u#qBFiWf+>ART?<0~FTRK8buAU`r z1z&;yt084^|5;Oo)%Wr<_q@WbP-=3vC^s>d6hf`>cSiP?R|`xN-!TSRa;7Fk`aeyl z^I!9=TZ0%*sx2>Fsk^4e2;pOQ{>o^C4IcMiCj{!+a7ysTtE@5Jk7I?S;6bHC8OaU9I?`r{_}+L+8S-Ca-&?+ zU2DO@j}@bmRY_u3D3GLzU86B1G)~FkTDRsYinxe`sErPp&$sQF7b8G$PIHKxl#%*ny0JF5YMxjecWzK z5&SVS8EbF3kxH(4hT)HTNj41CRL>p;or%=tq)Um3Dt;kLC74?uJocpYmU|T{)Sg7j zS?{xEbFm_vX_w%k_>0Q%9rLFGKLbY%z= zA)BsU0BGQZ-$VDL{KnSi42};6^ym?7T_G?0t@yAkHYM_!0rU8_p)zyE^odLImz zXy8Emmz`+*!02UId2s$}&Nn%d06c^Y+V52hCFwrGOo7ADrv2SOQ1F~DEL>h2+cfW*xWDWmi zUh{G{;`Rm3iKw{m0h#Y9Y*CJ`hWt>J*1^RghFf`b64-QTJ?Nc}q*a~nLGRph5n$sUt+=Ly$kqBc{P~ao-pdX@c_Rf9j`6)=+WQyJ2BU>DBplIJk#WkT0}_ z8+)r-^nF9CqMu5i)OGrVjk#B(H>M%rAN+5pc%JW-@>Gs|zTn7^|7o(`nc{e>*yhSb zsNnu6=la^FvQF{1N7R$+YgsY4t#pqZe%o6gVx?yPD1c+qb~jlH${{<-GixbCYMLx- za9o?$0z%}3k-Pcke9|SQP9|SxQecOXizA}m#o_VsK85121Kn+hKRtn^B%0>|8*Mh{ zH?fN*l()YZ?9M28Wc0*|q2W-YY-X97v5L9JqYH^fXaofmcC*jxCGfq*&fEGqr>ubO zyxa74riO0rP8zMv9eLk188#7JCCPYpLN`@!Ca{ALh@?ckJ2T0s z%bqJ1jXmX7_Sf1mqSUg3JWe$D0ffi5BZy+PzL_&zx+sE6QZo+ln5@Ah>OR!!{LLFD#g;7bkoRyOsS@6q6MJd|+DMg6iG)wHOOEpkvbJU2rDh>>7`~7?Hg{f4>;t zU1K>iGgQ=h4L!l0Y`U?&HbY`}FEq!>XK&+$`sO zV|isUr;Xty?J8)TMpW%m?Y81uTIAB+v}!U^5%xy&y?VV=yJ;5?l+IeMITZf-bP0MP ziB=TFTijz|y3zZoXL6$N$x^#(nx1u8f$^15QOT`}yw2&9D7RKRLpy=dae+~6^LD|?S6kQ1JtDZU z)Ur*rpza@y4=c#cTwm8*$4I4e4z_Cw?QwToZz5ZDZRX|YD~?=lRm~<_kre;2`oi#F z$~QYwdJ1wy%3k+ASsPCeXv$gZn;#CE`Mjf5cdB5v*?@B8n+M1QYbsO-r`6Q=;o-wN zNbjY@Lrhz}85ua*0aEH5xVCE5tNYXgbDfI8B`41f zV;46A$)e8+En&3n)B@sK<{@z}WcFflE;L1q?$ZXxY>M?ZoPp!^!~bU2eMg?-Ct zmUGS^Y-*XqYh``)Tax-oMPi+NUNKZTb9hQdaB3#NfE;N=?c>;$BTxoflaTyYjcZ8U6nIsjF3~)4*WWN|I>5=RjCHW&B*2XBtfcu?7Bfs-mJh& zq|%dsrEZqfjR<+rR^y`Oi;~pMOLWrdgo{^J+GlxX3Ro}>CXz<}bw1jslUfSReyl*C zMKiq&6cpz2+Lq)yI`S*ttlw!IR6L5{_o~F>)=Mjp?-iy~18w!=$m95#SAw!LuhTHn zrQh1F2IX1qW%hkb%9C}R55;Eva0`QeQN#hs7sf#Fv~=9K7=79Gl*Y#SR3ZDJDWki#2o3cVK~t^2ULC6{XF-VMm-;Mu)e^~+-N zy36sFjif^W{vC>Eh{8t;^nTp88sg(4xYb*hyxbLtFCxvSiGv?-h3e#PluqUk2hVHc zUBw8i9WAW1l}Z~_otMlOS}pf&hsZH;ikH(G@41lS*I|cdunu zvrTzrT@0{V2W~kx2&2TegFYD!8sR$sebm$>}-S(d;i~Vdxr)&xmw=| z@u*DB%16@S-}j6_9Qa`-H)c(Kj5887^v#V1AAFJ2$;$q!ln@8f7{#1j!on;nEu~IO z3xyK##<*oo^yi~JetxUg_H~}XI6N?8OcoSj2%4SHGLul(5q`=jD}xK3EYdsPDa1m9 zX00TIpT|`N!^8dZ;HpE_)4^f*-6>kU z(Jx57fnmcr{Pv@YwEL--O7*AFuW4#HdxWt)X>qD9yjS#DMgj7rK*)qIl~UT(d*6rT z+ldJ}6!+mSTRoncSX<&DqrHR)s&`g7R|PYTk~x|<6$cY%xXu?=3#X4zlpqWo&#)Pr zzwxhQL2E;UbTE4KX;8CB#%zw4QOk8;=PhIV!wZJC{NX)3@Q&v(`A+=3wB$Vhbs+;# z;n|182TxO~Rg_?3Dea?INB!gt^K_*8%$`XwY3C5ITqI5~$@#S5_{DFJZYWlQsY)g6EWT(dpy1nUjN|JWoQ@BdNq$6W=f+i=mks|eOn`q@93utoI} z3j9k>3pPR8ZXxs6r~=8fBkm+P!mm4b5sd8hz`svmreJ^Fxf>$p|2N5t2;x9-<28?8 z_u8w^uVMPh(s0|Yw;0(GVAvK@?=rPJlNnTswR>+9mbxxLJfN{?=Aq=M>mq}1r4WNA z*(Y*1lcl3E9i4~}KxFJCa+vAz-H(kg^}O*odVv|H3gk149;d`MKa(gRa)UZCHM8SS z*@6E(eWOYIDFR_&JQKGa&UO&UAf@k;xZ4CW554O4;eUNv#t6u9QIY~wrtT8bM}js< zX7gjfbC5Y(+t)w>Y!fkr7q=o!JT;G=Q7nc*qsodzR+?<=t{{YHB;eoJiGZD1)gEeJmc$5 zoKoX{QmZjRJBFxS#q7M~5zn)l=M_IjZ_S6(J6P`37GkxX7jc!7mk(D{Yjeyqy}7>9 z@i@!OdkZ`Pd7Y~Vj)n)O3rJ-RumQ+G6bA!%rSpI+!ab~d)>q(ljx3&9KSbG2ZSz_9 z%N$!qjY=tgl^f+yxL8WJF{XU>Zi|{>2Ei_Zie6KO;nFX|hx8cf>FGXX=tk=&L$|}n zkgrf1_8ie?7nN2`@hfvw;~77i`flyQs8tt8ot+cQp%h-L7HGoKCP&-CSO=w`^D zZibKxeli4GM#7*%#)`BqzUzm&AC0J9@=XrQrP~C0D7q<<#2v0+j})GR3IKxdiDgpN zpmBpaENY7-Otqh^pFJO~GOE}sQvwPHAp8jjke2mSIJrDoq|geN*XY`_lksUyZKc5| zJ`7pmD*@$3<#Yw3?yM1OZI5KaB1LJlb6ddpr*GslVS#9AF)znW;y|lzn=Q^QZzBaN z6shP6D*IaC_>wI6>9`W$`+Cp&@zIBBsa7LCP$+cLx>1WCU2*85M#0Q!B-9l$`cz6< zwfGzJx%JjWMP9ymrZANJ8J=~RS4+zmnZ zE&JUFV-oRD_r9d#V|pm_xyCGE?Hg)Y#mm5~og^wa6I+&wK~fM1vCsyz)!N|b|GK)s z{>S-yY*}pn*rBY3qC{!}-ICdFfn`a_33cX0g)Gi#MK76>4w>dc7_3)Q$TN>faQ+b_ z{)svX_nc2G`t2zei(}h{bexoVRhv#Z0++jBk{PPWhhoRi+*RrpIlDR|>!Qfnc@YNW zOG&|z)X8u307zd7$K*Kvn32Ak5+Q}osAct|XkkmEb}N7^je2!?+@0(V_P&e9oza@E z1ejt#g1I!RWH%(%3*?Dt-@X7U7RLtU`mnUzI4q2YGI;YPv&q!-AQ0M?RFU&W+2dYpBTuL%Xx8cZC zL0(7~Txs__&9%qMuY0*SA(lZSOMpUtRf?eeoNM^zP>o;$rd&Zy?W~V?XV-ijGWwyG zUD41kutLs`sqG`3cNbO zZ})d*QQ%qKL7-|WTC@ycHjN4GcZUmAJ5JG4m9QH5tEyfuq{}6lp6N91%A7HM&qC0PX-}93DF-IM8 zZQPnXGoyVZWHR6CUp4DdyUtPQiA`wOi8NqveR-xft{I??w>>=EFD-JsIi3zB4C`@> zL>g#TJwoW?@xqWAb1Ce^y zD96wIZs8MXqB_`j{y6dls8_*MKN|(}sOMdZ$Pj`YPvdNj4EvrrV7=UKH5c<^FT~C# z7}3)G)u%Q7zapu3^F2iOD&A9ny25@OU0$b68-aw+{umzfoqC``sNKG0Oms39I9sw1 z)!A%)ey=*5KO*#PL z8CLFApyzXd0p=YrqV)Y=E>xS_9B)%ZxTA`UVI;&PRA}9O3H~|pka7XlRy%=ggR_3Am=MdwXW*kqisO zm&^E!sv!SSay{q_>yrsq`Jp2tmI3X7gyAL)UcK`!0s|`~!Ka9E+jB^5kL-C*>Cqp6 zUW07zc=wi;YPlRa_RJZ74#q(4m6leoBFR3_s>PD8$WhER#>V>k8wf@P`T9awL?N21 z3DSVip(OH%75ePwS6dG3TJ_!iW#H^CRv)JZrGfo6pVSU49pP2ay}7Rb^fh9kb2QL^ zAPWrJ3NP{Na1jfTG)=^nB=S|!p+isFboqq)=1EGCKQ^_%eka9ct8YMLd4sUmpQu$N zMH&#Rom^IqPAt56#aU30HBt<9eSn(Z(?>Tt)S<#&?ynGbtMQ-lz^~?G+kwqU-))6fR6wlb7x*8*Z;KFI# zse)K<)JsTc6A@1BLL+K+41)oomX1Fh)v(^nC{Wl)JICBud9t5_307)&@eX z{Ls)jej*A=xZ2!1lO%TRg=0dQ(M>6Ls}i($L)9~Tc3^w|@VO?41WKuvDv5X0+6hv( z6-eN!8&^buuyZM}KHZ~0dWPn#7oMHpwK)wI@xB2;R@$HUU{L>^1m@(DXvHXQYfr0HR8*BVp zTfG%|%7*rM^)IYP+uGWw4klgRdGIcuILBALkoW$V$5y-|IdP$Dq$gn$IRAp7xt`(L5~WvWg%ZhelLaU{sN)0YIp zen1$6|tUoq%3BzjEtePUUF@pCQ6aNBzJ<4+EWN`Y}uT{unK zkFDQ`ch{1XnD!J{ShvchC!GH5pUeg0V6U2H<*;`+O3L1h47r$CiFuf$Wi?YlQ6vjL z5Qc#fJtUN!hT|MR3>2}~*Vmu&1*Z`jurT!@Kso$!I{1`Vx3)4zg3dWJXcUs9l6V~B zg5!(MSDXmslMZ-96oG^ch-8cWE3=)L^F1m2c~J_Y50w?W_m_H}U8ghssfV*J(IAc? z7QxPr_g+@t`4Y?N)_@;4KPXBgD|F&t_#`n9eMKRs;X}UP*g_BS>SLlQW zVY~nY52}&%5HGmUN^>kTi#ldB3Kvhcc);1s30VD}wXgkc1A~s+krE#8y1BYSCv}QQ zwUkCmW3#BYhU&h@6+2-_wF>4U;gMhwGk2u6-_iB$$UtY_|A>#k+Lv(FXc>;sE;M_!k=YN_mQq$Fhl6ne0QMY~{%ETth&)^~=q25r zO2mhLV0*~e9mV}R3Q&Sng|f4Su@r9@NEM3LNB4{RMfSf%7FW9sAfhba#Ut>3|3N1B#xh98Kk3Dkm#5Pa3Il@N|4ph#bfvMNq3_ttxKqa8HxoLH|YC3F%@q_GTiRwI8lv5hI zZ(^0`MlbZ`{AMKg2D3e5(dtc-R|k?Zu)rIeBZlq0l^}IAZS9A|BjUpj6)bU6tgh)b zL2KOY8eh@2vA}SkhlGq6Qo!zHsXwbB#;1il1S|P<+|8`rLOz@5NRiS#qNg9GMwGTQ zpgi$G_aI3Z99*`{)Sbi0rAn>^I*uzNL)-z;;w&G=hP7ovA#j?Uq$8m;MN2a8tMSJO z1dCt4ufBa){jIu?iS4zgG_{rmMHi3&R z_lwu5Ce$ag^9kV6kE(1e^tMqmw+MX4wu{Q)2a<=y06_WR{mKU0T9n^;$Oh<}WsM4>F?9DH9x^G8D*_ME7Aj zahME$Fz}<~8!dU4k`_Yn!6-yBwS_J%dy*$=D3USiBLjy`T7)hCC$ya%04YAm|H+4h z$6ufI@220s^CYF>OX?Lz3RM(x632U-OfrPviy->wee-2Tx-D}HQ;U$Mpf&h`fDj)o zJ{kS@@w^@-1LsCe$yv-3OO{2QYXO=$3CTnnn+EU=c4LzqsDNiJ0nZ|`d0peb&Pj(R z{#vGV0?t1X?A1N!WvqEQ)p`q|-*Nt)>TRXt-_1l$>v&mUHp-oofCYJ1#kxyS|Lwzm zipJQD%eVYA4fJ-G{Y9C9u8t?InY5q|qXlYJ(@q*{YU7Jtk;Z+AH70{;oHK8HG+O0R z7ra4eT1v6M13+8SU3^*uMW>tI3W2|xdq@Vho~kZsXlS6H0Lsa?^}53J+z)$TkS}9i z&%Xp>J7BQow?(sU!1TMKS-?F=LP7#i33Qc-kIXABUU4DM`JZ2wzy&t~V@YJpUS7*i zS?0DJ{_^G#=sDiMbHy(N1O47*VZg3S0*57ZubqfnT_$cld<9dU=}()Jfb$f;qWNFz z`}gF~uzJaO%&t6jo^e?*PH}J7`t;xX^%ZfKcNt>zcu=07TbGlQ!`LkQEILQAUWDnE zG7yOYc)Ee6M@QTJOFy?R1DW<>td<%1iJroLm_7xiNPMD5G&dH0az`k|M zyF|oRWXJ)+$dYEpKU4t_Y@Uu~0h|l4)pp+;{J=&cT~c(wlbx0TXHgrMvQto5Q9};n z;PlsCAEuhiH3#$x6{dYH>RlX>PjuSrC(&cMb}9j6*~ ztEe1y6*wui*Yi#tACod6&1aeq1#;w*sC6NAAH0H^*HiN{^iSac;8ngz8larJ$lz^7 zCA9V#!!uZF{GJ8_&9kM-T;olK}enL3PKB7&8dX=^lAjCXWrc}+%TV`5Gw6QtTP9ul2| zbcQfKWBN#2A@Fr+z2Ea6(;F>oW%xdv%*IVg8%J#HV~^SQk7`GNL$A%Hn%cOD4!}wc zC%vQUKUV7B0P(>h-jGaa6CDVk@;WB!ba4zLiNg~^957?#o_=da-_zb$Hxb<>I^@t> zQLCAhM_o^Sk6~CVOy+AO<^y2TnSMGkl3I3|emq(QRPVT<;-Mx7VAB9Iv;2~>N!*mX z%F$}5`E0Yf51n{vDls_HNf&d!{T^tZ94l=_JmZtCYPRs-%@-~eIM#66dK zq_2&z6Pt3qqz%Xu_u^I8RwwcGAhPT-gg)G_?ME(uh|-S{3nudYS1*%q&_Q|wKMo;7 zwE9TWdZk9=zvUId;?ZXlE&IZ4-11<7z9z`hfBII~G|jc#*~p|`{t>Wo9p(_I&Y!YJ z-eNQG>%i!Jpw5TKS{ngWrLOBi>Q$J?ON~?6_6%ilTmbJXpg_`N%tOdzNdF6Lh1zr1 zZJFJAA9;;h>cN?~S#35Ro(OLBJ@yRA~z|YUE^tVL~@g`#iD5CM_R9n~WA$D{X z@$S^w7xqR_NmhR_|MBI+RG>IR5K@HnvUJ?-L7gXqd#d1#&#w$RT%n!_4w`ctC%F{X z*35a>6vIxL55Zy#crXqPkpD8N4y&73Yh^52Kk#{Iy+&&aJ3`Hq@>8k0ooGgIF44x` zbagh^iw8ZsAE*Iqq91l!TY7CXKi_1435f=xnQdBPNP-n~tp!tXkx}Y)VHMaFF~y8; zr1l-j1es$(4CV64I^YL*=8oaalPGFo9GDX-Uslo=%j%fHIJDYbA-cZU7Q;+_vL1d> zFN7hl)hFsoY$kP^oTA(Yyf8SW5IajkKSKL|&=wj*6<|6b4^P`3PQ62w%u1VpU`_@6 zz{9zSXrj>$EtuZWabK&2cjnyn43r#godNUj$PPG|5uKgl5kIuVRc743 z{F7o4>D;4PiYR;+|Hnq!0MTRSu#)6#_tnCFNSc$X=D=6%s0EHdDsf=k=a67t?x*WE zfg_N=k|jW%c2}4Zn|=LL+RzAisR&$bmQhK@yl;%zEvnsiUC+%;znG$^2634lX4zl6?z3ZK9me+sSt zL|M0Ax%}Sn8wV6S-r7I%$A9aRd%y`&j{kAkz%FB$^nZy%|F4+4STiHw!E8dc9-w)2 zFBwrmM@L|DvDq`ja2)C?U@_ud8C66* z-reK z2mPIn{O#^AT($S|YPeLWE<&n3!@925Wj%P7gsndyPdyK4yaXnO21mmKwzwIrJ*yFNSI3A*PKH1Sw)yc!t(R9@@$CK@eXxJ7xNQ=+S%v?F!;IyzXH5GN- z`c`SBzlC`H64m|GKl;+4=fh*dGsk-MrOi#ftufa;rp!p9tI5=aTO^O$V)GWnQ z_XyH=Gg%f5h)t0pvJuHDC1rHCUBj9HyW?o;f5xK>daciK%gUKps-Z8W1-X5`ZrxVL zhe$3V_&~WlB~u6%ga-OM-D3RqGkvaBd>KgpC5JvRVjAS?YK|$}C+U7}Ht)M;s9emm zR3#qO=yD&tW0^1g*v$#e2E-55#g^SlDaxWLq3cYM>g?kBCQRm`M6S)l+hlEbflp z6aD;zN)er#nyUJ>2GOlcgI%DucU0`bX#I7iQR985XHOhnHkw`kFmRZb9ezOkkyoGf zpEv+k{9QUlcnNdZ+!y`g{@Wb;`U6UUWrj=bXnS$S>u1oCYB?zbqp`roM1P9zFkJWn zT^|asZS#aJv9dO7!U?47fC-pKq5b2QJ_~fqn!v$h7Wjc0Ul7kd_<^(FKLqh#fz*fJ zYo=aTNW>!k3dG~8#vR=kK)kLQH=|DB)yMJAVIxCY5Jf>(w)zC2sW~~-S(Yz>O;FfX zdg1Ljp8wVhuy6FBkC4g#!l>Yc5hI3kXqS-y=(oAMPi6%d*F#cl|Iw@Z^*v(;*NxFJ zY2HiJNJoXQb^dm@v$L;cU&8}WU0Lf%i5YH5)V!nFm++P*4DBDTh_OHz5Od>ECo<29 ziK(ulWE3bacQBI%>e_;AL6>sV(@M=l(@fLbYi3$X{NCG|nrs#pE=OM~x6@@b^6R%4 z4)S_BFzn;;FqsPTtk(vd(_ilB*WvpHSB?GvLEW?zuZACJU%F%}JC>h5HQQROBvfH- z$TKoc_^z<`!0~#iUzvfx{XpGh;n2b~FV)h+NjZN?-F@1BS=6j4bEO8Azc$0c%zcQb z=Si^CO3Q_?rSFFk!>N_e5drI>mZ=y^s$X$bIWpg%VqAEHjyD$VlHssU>Et2~@M~H2 zqL1KYzOCMXYbZB!(%-23KApF0VfIPeYCAT*eKdr0qbuU_;mqV9v^>jv!iiVVbwI7QtkZ z;plVL*a!F->=ehfBg1ckK9~W!Aj2BYvPj&s;=_FSlDG}Gz2CC_weQ%Y(z zcIX&Lc0#67ix*TB6H`RVYDYXz z!c6=R<#%?@e3P&A(PmI5T8p@A-*bMbN%KZ0ireXI>ouR7Hk#~emPF`QgjtUo(X^#=bs4coz+vI!0#}E{2=Dyr5Qd;)*Ml@uJBXp7Nj}vF;b#x&MS=G+4($GdL+hTDY}rEB`mhH%DhfPr9*O=tzB?bi zhG~WCB7YXi-Z{n5l+2UZ&cfJ)PHI=Y6OvfW9+p=<(v#1=XPac{7qUwMfJIW@ig-%k1l-W>GF{2!? z#MIN7)p$YY0-Crf9l3>`kK1tTDx7&iuHr7$v5q^uEEdvcihgqP7iT zVwv+t42*@Asn1J_Yb$~om1Dcql|Wlxc~fT^*_#KGom{qDY#leWJwAxmO=nUb??$c^ zlNWEq`o*{+sS$=h{zky-DF1HM#M*5VsqY;tKL=~Dp{#>{BMQF8sfetqbP8KPh?Vy>ynoS;aZ)*8M&g?^K{rcW8ZS% z4O5}nUg-Km4APeb(dmEJzJ6yz4Q)&qDm062NW7{O@047|?PyiO)Gp#qnP-wg7?3!# zxz+}6x~L=ppYd|n`_8&{i-r?eM2~5`oPIF}$G~^M?G(fH}#l&-j+|M<{}XyOAH|D`L#m zC(Wjxl7FDPHgM7(H*Y^?>uk3h%g-bn&(F@jf^$0`s%UMj)&vR$vn;rH(64GUN*UEN zcDb)*#Uhtx6YyeZ#)h#P#6^Lxk^IdQ1GDjKOK&cKFAo@&tF#v^Nb6Z&MsUWUYb|W9 zx{m7<*?QV+&?KH$2H@hYi_gaoq@B9;;jhG7icz|tN_ZsGvhqb|=NWm{N=k1&VJ{uq zpA$WtZ$Mvev}W!%?;$kwuxQogF`rdKkj~6fH8R1sb(gy8eolz9dCoX#e zL`UmXDF>Q$Ebr}D3pQVzQVYJn6c8ILsz7V?wBBC{=6~}D{ok!(!cE|ttcY{x7b+M) zg?K?7tI&5_ zj$KF3@SL--irSXM$iF--LZ9_g6QLgMzsZ!eNV#gO+CnJ%%p5oU>Nq}*{bgy%)X}IX zX>wwtV$kkW*4gmDGAfCAa488~NHPP%5l;Jut%>gwl}$_ewr&Gd!ZWX{<33zP(|h5H z89C>Yu1rntR<_L-!P@pwYVyjrcI2bjBt;N-i$1SAB8XkI_D& zK;YIiUg^l5RElVr52d-B%cOe~aT0lkee8B#RH-nGA}N-yAt!Fc8)Ur4s)uB>=MzTuL=*?5DPMroroqpu?VR-ILg@Au zlgI)Be4~{)*?Ne~PeqiHzSX<8{dfp{8RMVM&+1ha%+)}#66{(lDZcrGnx|^3bvuUU z(#!#5sgdqMOcd8vs%QOzwEd^5jp_kSoJ&dsej4+vWsK%D+~020?V61w5!S2AE|Yu)O-$4X+UYCV?nGX3am-gn^Q%kiqKZ{@ z*-&J>)Eu+E*6y*8Uf^uNWw%ycc$2(&V~=v9;4pdA*@f|#CF0e!oFai>Mu11f|1HJ- zSr9v@F=RyT;^ZoAnoX0|O!u%$2>O)^Q;!bK^O2u78p5LD`L=cw$%PuPE&TYfJv zf$j*og=b<=(Tr%Bo$}076EESSi)gL=%FV3AgaTJwcj3@dowA{_AZK+m;;xuPNQlc( zA+Rw$G29tS&M7lB{|y~d5!z-HCiHeQPjvP?&QRYIJsG6Fp*{9WpV!B-N-JbwXoRPj z^{^vASGo9{h^qqUBy&Jue>z?8AgelQOAoUVt!%9Nqzk}^?WEafgaJLgPii*4=7f!V z6*(?#V>s2Ey}Ji1tdo{(5dc0Y(`n70TZ^^#E9@lmOYe8*d;XCr9O83E1tF6k;iP-S7}e|b3?G$xI=}B$ zofZI~W&9A_lkqz5YNN}wPWDP%g@K+?5Lj^c%K~%g^vc)PEc5rU8|J&0SKY}~sOv!! zvuiPd1#T**v3)(4Pwf_38H#3M%1>)wmKsvkAC)noUeJky7_3b6FGwZlJzF$N1Z!Vr zTIx){xMWJFi*e&Sk~_-jTs16B2}!QFp8gTIvcI%8|CuHPL);y3RfGhH#8$*#P!0jR zr5PW5vhe->O;ejwv1Li>qT5HVFX`7LzL#(-O$Y;92X#*ya-0}sDdP%rOZEb{{L<$RAZtnFqDWgSPlATGug;9XLd#@pb~< z&k%{Si=IC6|MWkWc7KMkCpTrE6*R}I86IjLI-i_fHTb z@n4`nVp@X$#ImcLR zpl7HKTjdPe)^Nwfd}&RgmQmR7&@uqKBb1Yh&R5LaWwxzBMh@EQlM`F$g~p1CN3T3S zyf5`NnHLr&!SH1*t(N;r3MS&DXQa)wvfAP9F23)6;^PvH{^P=2ECTPqtZhYkl-^R@ zLa|n6V`6x;v^;B{&yyk(4;&Z>BT4#DUROu8M@qkj8x2B}$x~b4s;#(@Rg_F>jCpc= zxM^Xn_KK?Us1H~j!vK$7(I2^a0^3?6YE`W}4b|mYrjg&9Y9|P3>n^@Oytwi8>h#X# zUTQjrPA*4Z*duPQTLoVZSJE=(W2Q8FJiv4BA&H$>qk2Y!?OhKYx;gF{oTnq7TnY49 z+1&T7EE4c+IX<#5%Pl_eBXKUG3Ev^r(-y6lu5b)QAK~c`d`n+NfQ8g3p!8LXjA9#| z(ip};Fa-Voq3o^WqU^TzaY8_)#2_UE!JrhRQvnr`l9E=s2c&BTL_t76KtMXBJ0%CC zL7JhvbB1naejA_Xd5^xw^M23oFZdWU_r3SpYp->!YhBBxEnOBdH9l}+;y9``E4pFC zW`2UC08i73N4h`2IH5qY64$naxl2Gpv3Z_I%@4X0KJchsiSDi0JSo8v| z4_ROG8OhqJhV`y=9vy9eL`|x|A8FP<8z}xMwRcI;Ag^*Ua8k)Ua@U%?dQiLOp3P3D zqoKi5Sz3`)tjrR}l~0ZrPxY|Loi{M1AT3O+)wTcLv$2~ADK*ZD4If+a3cZtF>+e2u zHcY<_13WGHm?bk3i-p(BvobQV^r*mcQ}Rmp^=;fc@-LK~LtAoIOd+3c)S&Sn@hFc} zG4I;rz9A$De!)!kJaoN1q%7?AUD2R2wD^$JXF#KADfI5Fu* zQbp*a?-Z&}@VXyJ#|qA7nJp+sMC(6=#`14ER8T)Y+!;Bm>FA#d=ca!vY#dG0aB7Sl zpYC9sI5*SD!@M;v@k3LmRmN`b)hikTpC>1pD*QXgnyte#EzemNh;RB}+ch;mKB!jC zyAMg98RkI`b4*HnmL+bYPrkbQc$z~l_KU3TQesFYmf%&9PgC(S(njWYdC>=L&s_BT z(>^+z$6p|-zGqSi&4G>DQH`-DTOr6lxfxy=l@F=>LBNj_5h z^~>S4@F~2^QbT*T=M~fLP5H+~@EIJFuW7PcJ~Uj}Zm(Srw$yuzDtL!uuKBasvXCaQ z`^hXeOx%>XA|x`mcDG&IJ3c@+Sg?jrz^K`?EDa!+?xOiK)k-f3?&DOAu|Ibe3mvDf#pp5uL6Or!_dha1r~ENi<8_~ zc9ku9{PLZ?g^W}a?gS;*Q4{=pDN!!n{EECKpbinPs`n~ zbst}iBJaq(9AUR?UY}{iS8B0^vLY)kOSU(a4f|%+TYj-H(Nx^kHXpI8n}SUUhm-e z#7J>V6_=XsJx#^&?lB`ctiV!T?^WyjJ=4@P=vHHOG^|@lE=HUgn0Nf4m>DzIEU0^#8cCv z)$SAxbHw!pH&j24$?loc`o8i8YTHLsuCrd3vOln-UYTC;eH?W(1$j!&85L6HIVb2b z&?~}w-jXp+I>%bYop9WQQ5`F1*RD8Sd)ZR6gx~4Y-gE~d&}$muK?qZ zCBvT)tw$E5#F43E=4dC64d0`V_5B9*o182gVU$-=t#%qgWcImlBJ4`#K}i|xHl{pt zod1=5V87HIwbZT)^IGy;XDd{vqwHEgfDQlLDR-)WZ9RAN~YO|KuqD zia%gI>C&(v?O4t^_(rOra7jGg;K_WMY@pRpLnuKSnxK1zG^w%Vz-uYt@h=h8e}3Vs zpOE3h2;vUkT)Nplx5XJY{6Ca}zcMInvP2IwU3%|}O<9{< z5U@Txm4{<9TmhxPw+9>#7il)09l9Q-6zuxySc#e#UKRI;NbFvfzYqUNhJWL~TINKL z7Oas}aBt($?_pmg!&&lVz%_|}ea(Nw=lf|8pchB{uxR8=x$!Ii?tjXS|F+JzZ@UVO zL{T7~v$NB#>K+M$Vm`PA&gxo+dEc=UJ~4REU2-3f)}UTgjtJtUMQR^u30K*G6ppi2XpMX~Dr_>mfu#Uzdsl#GAM2R=W>8Xq04v>LB4%$;wKKn)l9fYuCx zU(;~~j|LT|-Bl-znzq|59@oFqc?#eAGSPr_k@^=*vJ$)htkpJR9NxUFn~+guxGZ(c z*|ra(#jwEnUVu^;ejX~&Q$0{!J?p2miYH$-v( zl~QHrcF>v*iiA@i!NJv-gmq^ zSEaU5DS45CMCR6gkHFwX>|#23clW#InfoMpA11t-bh02J$7Eo2!Qx)MBJR3e^hoKp zoldC*l}I%PeY}ha{rnI$k^ia=e-%|-cST(D*4=Wzonq6`A-??U^W3A{SqBlRh7wQd z4Iz4#m@fTuz)uVg0{%(=y=rhLKP-THxd-j+T9}(hscAbH6N(Oy=y@&65+x)k{=$h0 zt-{i{6^BMKF?oc`gStcY@vMIt^(yKik0NnXxs_Td;TDUToY?eDjgrKBZr`GXtB{l*O)^__v@>nGiz}uxX+!AoduxN|SC%mTwgM<>%{nSv-?*MIQo zp;!)^tk&@GdQP0kF~@_yiAsNYm5FUpF{gOeBcT0@z7$V)8uZ%PQUMj52<5*<0=jLy z&i!&ignXIWC9BnG@w{YC9i|&gO#2lp=uv7#gT8S(sK@nOkG@WFUQNVLYj55O|N2a5 zJEDd{JhWCRvdddlGJt)DMwSH15UQnJxWbxu$`imcsMtK<7X#=sSXh$N;9#+NAVGtf zb);1#S);4{;nuwHqPVmJRUW;#&~oPBbApnqVJ;6d3tjm{Hgv;8o+8;rO_tw~AwLRo zIT%0qZg`7{grNK4*B_n{J5@SsS&Q=~Lv-S-%Uam%M$ca#^D{Y)rc-5j%6(m@DfjrB z*Y#sDiP-U?Gb#21nvi&jOX8&Ie}3=QQ#@*?E9dbebhKEZ(`GhsJUcP8Hk;ieYG@gm z<;NC8yj4m)lm=0I_!T90!JsV>Yvg=3Za^}Q31p+Lvz{NbYq-bStNW>dhp}653uTDl zztpy>(qcggxX}H;*#pje-#G7W)o=>woIqclQw>3iQ;<#7 zpNVf(YCgZuR;a;jRv~hJZ>b55*K$;@B?Ql6Bj^queM0K7@Pd@r&LKBtJ%cwpUebSk z)^g+f6k*Yl1ZKv{{cv0|^iA*9q~!bzJ@EIJc2 z@VE`wVnEBo4ig~x2*W#8WE^ybpP(npE@!8fpu6>vJnE|gO>onTg;ni}Rncn(Za>3x6bU%Q6JqG{;KQ<*zVi@EMyd;N9jN0)t_n779EZW?@ckE z4_yW46Ko;r^m6a@?^XL^Uw!cFr5A$6%TyW>e?jGx>3`cL%810=;2V@NTVDyaUt*#^ zmxkU+$I>89O}f*gl?#c`8tj*KE{1sEnsmN(Pb8UL{`&6b>JtdD;^8?pfqZ&^L<#@( zZfEj&k+zkKK+YorBj{$T_oelQ zBGOr>BmDfHtz1s>${iRsG{Xj10gshG&8MGXdCrJ;m4rR%*ZDq*5@?K@{?K(m9)_HJ7Y9ls@=ZlKIYP{hSF3RKWy*z)$vk|Op5Xc=d?ON_Ckfx+Rracvm z7SveqEt2k{wB?n0W=c8Eu2j{bsWnP2cvJGWf^ap0Qkt5;%>=$$fKc1)_6|EYaTMrK z)>`)2Z>9GB!|yQd)#2WxJ*J?=wUDi4;yuUy4I@(N!_U|r*OPvssN7oS;|pZljrKj3 zhnWBk>1scuUb84eI)#<#!Az z**#-<0NfkLzNS`&oX=RM-&la6WcxK292}22!|#r^bigm08exqOii+vYb`W<`UJ*}o zY{L>K`7ILoIEC;vjGfG1pn)=^hv{*tC)1qWNK=C?J~wiNAH|S!#Ax# zMd7OAn_r#;UAu!I@PF1Ekx7r5X<&4>ER0KnAA8%b+GZTt_Yg(e=jw)1A)f&Ejk&in@(TyZHUfclUS<-&bBUQ%lfqMp* zrGb7~V6JY2hJ|77a()5u6y|3XzFxZNk|nF^F75gbRg%gAF~*iQocEtVnSeub5N3p3L8J)+a!>X~-T2 z#NCT;^69Y$MYJ4ihSl$$=@!-q+}7&-{83x(SEPOLR!zm@k5-jaJNlS6DpZdStFH}n z-dNMrG_US^)Wkh;u)8?kse1KfLdn zHfgL>KHqhN%vkAiB$0&WJ}Hn>T6WriC|xlcx_b=)0b) zlZ{CKm+F`{BqLKz(8UC90YfYXpI>vzf9hx;*V^CPQ&m&5U177BsEX9Y@(}+m?vP5M zOS~kzyroYWS(Lp!QiX&~_e!l{h%^(gSb3JZGLCOzRj726<9#{#!S)HcU0x|JUx6`=#aZ*&t)>+0Vi=@h z)05^nByM2&q~a;Bp#r5%OjNDr6 zOxuC|h3j(Iry|im;IU5GV2P-RC05P%ksp#u=O!dYnrj-v@>0o4A79^S4PxCKFh0)m z=D+ii@BZe3QKZbOdDb+(l$32lHW{|v<1`|yxl6w$I{(m<^l(fXqaKQ#>Bn$ko&POy z(vVzHtPD?+9?1V@?n}|E^2CUa(fESoXe*9M@J{2FK6L^4-aDBE{t3P&$smQoY>Ost zv&VX0HjtNTY?$rIclOS>^5&)%U(__U$-c2#ZM55F&%IAKi>ZfXm|CnakvS^f1H(`Z zt*M%Wlp4udgDRHuVHn-bQ&+Cn52)00OpLk?u9{=G1lYq`OB^u)web=S4=EWO8aPla z3nTf3E8Yw5V1yqTX00!J7oLhnXQM9o&09QUEPDNELNdoSXEVR(u$x#r$l}?qN6;{8 z#H2JN;`F=`rxAiNh2FaR+ixy#VebA={;6%>JP@C(+==6dUX$9pd91- zo$j99%x{kDcj$D~2YboT+Y*HVOamg}JRX4`hk&A0+913a!5??)m`{426HTgv8~p++ zNART@r@`mO{`y%gU-><9g3_JZHxLlFI&KSa@JwrsAljsZ9HI)Ql{Xkbh6CiCxY49tADx zDpPwu?49&B4O<94ESzP`T8QPg-AhuyBJNcv+nIIDH5h|0Ou~n%{RXLu>mEwQjm6Nr5}^AW`LMSWsP#fl}R(VfQDwash$RfGwB{Qt=V z0OX7qtKhd%dU3;h*#Y6N?lq3{R;=1xrR+G%ABnfINxj>;9 zsYc_>9gzPeK|#hc2q<4;(2fl~fH_Db5y39&c=N`SUl@u>}5Yzeo z@UCm9?$-|IO!_f*W~%~(35^t#ZIG&B$ledR|8x!idzpcq3IMKI)fNIrG6N@^ciBjG zV%U<&q;(r85{5sNd}yH;A}=p{c4^;r7Zrc0<|V>VHiIip@q!#m^A<8c2Ix~+vOAho zN|!w)?ITUl*5*8JE#C~VmgXd-@DDr?d`MW(=(nC2$Irk7!J(7gp(jh*JA7jJ4JKwY z&>R>4F16osYTN z=E(QYNe)t?IRG@%(8`SbU|FRuRdvnS?th1=|FppW+OhT*vSHeK8vt=35uzj9eH>)e z_}pea#{8&N)5x~G<#V?hD_?vl$ww2Oa$qXaA6H)pkslQR!YS7Az<|r9ysA-glg=Bb zMx{dQ*yN|pk0#%-)F9Zon7BccPZ7Eu{Vw8=>i*aB3G6VUOBD4Qx%wrc*ai0H{{9BZ z7>3KTd%DW#H|dxO$!b{IRZYyqvoIb9r^BMEZ#=Z)qkaK z_U{alVgqvVc>bP}28_=p5EYV*KKWP(n79(}9sRxaX18AYeB+a{F}#hsg88CTt)n_Q zK-;2qc4$-=}f5;roSjeP#ZbtJm6<2CNS|B~euU2EQKx44&I;tHBD9N!9d z*WX;H>M{wcJ_2ncl$PZxYFW0J`I+rZ>azDbM8Og1Y8+&q3loy{=U`)=Yiw_+t!;+K z1~|CiBTcuj?5$jz;jvl0MyrcoWIh{sak`S3zwE#yJ%-*UI8XJ(I9tuJHN$SsI*+XA{7=t@KBP4xz;w+I`Kt;PDK$@_d z*=f1z5X4-)x$q%?Z@fxXXe)=`O9>zA&3{*Ac`B2Nz2kdDTUN=SFqw#zN|*Xzhn>@88|KJoqtd_{XXnpyrf$+@?lcqUTw^7Lndp+dq(;qo}1W)*KfrwSk|_XM$K8 zS@G-b-Ihd2Uv_BDFQ}-7*|m=92-)F|z;()kDGn=iN1ysgzA`6x62hp7=}dptxzNm3 z0mEdSm%e*^`>kVB2KHz9yqrk0TqB#W!M&M1$I|JuYnQ8&Pl><87WwW4I}56JrkX61 zNR;yBUfqMV-GDR%w_?-VvlK!Jy63}ANHQiVy--q#r(f1`_}Bmctl9!7Irgz|ED=(v z*5r#gJ!B#D8T2GdPjiQ=+jRj!EEObkFo{0<(Pi75WNKBzN;U7^vYdjumv}A$vt}pb zBW^KiS{iEq5cx4ny^kaT!J=~`_jvDWMCSUHuvn?{_-!w2Of5B+sE4c{~yJGN!%5`V47b>?LbZo6mDprzGEUU8v>-y?v= zCdIjS5wv4>1v!)*LhO#J3u*+WCqGO0xw6VF{_h374B_}UWJnv zG@|7G{-&o&Dz$`^WXzn?JF7(>it#CkV`FU7xmbaQif2u&e`MY;B; z6yo0;EuO~>!+Ynt>5p}<8oM#izIq3^RG_9wa!h-82LXb`vmBm4Y&^%SS}Q^+K?oi3mOp(=O% zSamzv-wCq=5j)5b+wigkNjHn0(<)aVsP0vY z<+w_aSl*wjh!W~C(4zEor)Nq_l^FaR=ekclu&7_PB>#dd{_7+x zJrz{afk($vzA06p6^Beotu%wy$lg$>IF?BMud&(L+FGCMX6DxPd32P`;DICn^%)7e zKcy{~#GeSZV%wF5zr}KS^;_zTCGkuLzk57K#aKw<%n_H=m}=L2WF@>Lz7OWtBYG>|G;T zGj2{3asw>ObIqA$VX?7t5mh?(S?9Z0kA`#9+Df%r{*lM{N&f%|DbPgwV^vuK41()@ zxoFh(zcnr9Q5ME=JW3Ybq}nOc4zyA)xA5YE0(A+s!|!2 zLAgSU$191OtM@J{-5hB0}L{Ue<7*G_>i{arZcpTzh*5QB&LLg@jYJQ~xMj+x3Y{HI&2O@SaGvWe+t&HuN3S3Tp0MU*7iktu%4=UjN}M zc5qExvdi;U3)P$-^;;b=(V&%O5Zq-8kD_!RQ zST8&>@hh>TFL1?%!oW010QWWs)Dk5$Vm(q5Zw{DzgZF@I3H!I=!r3E=|55+I6o~SI znsDWnQ~WI?dEBe)n02g?WrdI3-_Iw^Gk_Hrg$_UF`-ENWk`fU}B)I>Zsh)jo%O7Pg zt~H4yM1Ih>MT8KxU&i z3#`N^!9OVqoUM@u5ODif&us+mlfdhTOUXfIW@gWxJ$oEP=RWZ-Y^X(YeR43OMbRvXlI9KRwj zyt&y--&dsz#Lo>QwD&^ePYfD9kTKC_4)@86$>ssUCGnMibe4Z@KL2-H)+Pa}Kw<|| zUYLChdJ>dDVc<=PiHRw+?Rpw~uS_~G(ppU)ZMAdC$jBhFfCfum_1*|Bsqj6Qoh41H za>L0QckqU$5Qx}nc2O?)I|^O5O-K0gcz=cx=eMc1K6EbWd3o|3m0)UDpPY~-a;zLu zy{r1Y0D5{PFLwIb^1|U#d{F8)J<@JM&dQ#X{X#AMVYEE@^^@I70v^Z*R zqaXS~A`T}9Hc?6G&7AO)Eue~hc(UD<^)T}ec$!8qTn9YkaBuIMsaj89sK?nwoo3*P z9oD|M*sl)csHmt6YT0%G-R~eekxalvz?{Ob_`a($Ji9gwfGF>80o0jZ^&fP=3`eKy zeblmFZr0PI^D{D9{k_5bUa|17FcmemGcC#oQUVTZLn8ZQ++gK^g$2De-JJ{%5BKM+ zIhgjLpD2S&&PV7%+u6&UD0s52MRFT=ezTdKaNi%7@FB@iIhfe5DKj7B@Jj=G$e^!G za}E@JTUh=dn_HUESiRFLlNRfs!59pV#d+B=pcj)O9hxc^JAyz+DSg&&4pdQ9)d7aI zzP>KJ+~AAIQq#3ZsDQ6OI~bErvjN03yw^qDzUYk9xF7E<_njF)XJ=<#&5;?9Lo$xF zSGBj_1y<+)3_BCOTw!Wn1|X#`^7{L`N@T_A!R9P51u(DB&Soc3 z!Y9soA+ntl?gkXi&GZ}{_ko@i`g9U=8s~~s|7Lwdo65cMni`vC>Bo_@N5t~%N70a) z=|yMhoKC>nSt=cLwmRNhKg1At1c{+v#*%@Nc^TVMu}{EH_pR1juKUROTZb#aIULXU za~@p4y4l$1`703cpG1=iJ3y5}uH(Tb7_<;Mv$VFBa;L38zZr-&rP4sE6!E)JpqU#? z@qmHzy=m(cb?SR7?%RwXD-!%Mspx^Y>@XZ8OkmCXmE<#=D=RBiyueuL!oor!{}SX;;LYf3a9oadmUonQ^Nl*9&Q4*Jd2S@A7r3ITpA6z; zErXN#{-|LEsIdT_a^`{&YPvZCQK?SKMOM*WVi+y^Z@~Vcae0@08-S8ioBY-ga942s zW)kocyjEiez$I>nx_#}8Ju@2cqTqe=i;6(`(!1~UfFll8VFfs%wULsnq9WU~!`(*6S+xOdB*Pcj5{G-`D^1PO!^L>asxHQ5 zwkaUqeQy|;7N70H51ZL0=F7gg1SDg&T_THdu2wQY;UFG*^j;>XGnna#19HrHy<{*m z{Ok)51j5(+JEV&{$I*g?Ve}P{GLMR zV7Lp)YdKQX?hUb>ZV9s^u(Hr5Dq}5ho52q|AaR#9G&E`sW(X^KnnA3P<)TCksvCLb3sGBJ zKma_VkMf1*f3e;zxb!|7K%Nzd!;=4!*i?=I>2ddEFm=4WowH&o3Aod$+}zycWC_{H zZ#McWDhP0%C&$NS*%4lV=co<#7~J{=N2nwz|C*Dn_T(o)(4C$q^_Ho!(T}y=Pj?5w z9G1N7?CapB{u-epsNeKa480j->dsDyv$XaI%kt}9f?#iNAy8Db*VzblLktfef}I41 zxy1c=5BS=T@dgc*?ZUO6fS}>Ods}A@C1X$Bv$vou{xxmBmY)oE?IO0_5b(4vuCDtj z%gMks%!SGyNY|WQW}UG@!0)}F$2t~h0oIYucX1*XOc13Y_@87H7gOhIJyZ<^`Z^LP za}7vhLUOj3@mVm7H|e&9NI?SDU+>==qzX%Hn}1kN9MD?_Y@gsdm}&uBikZ!d=SWb7 zklj)@-=rHj$YFvkK(PvOp;Nv$%^^lG1)+JH%jEXiu%C-J&Qyi!+T<`aAp{LT)rgSy zWwI_%jjr>*CwL4Pbi%(sfb|O7pY{`ncLRGTLTDeeoFhM>TO+d3cQ~==LwXKE*E@LJ z@dV|btK)teS#~AQ-YEc6ybvlPf@QTMJ(mrF=;4T3r!mx7a>8fs?c4fHk)1MlS(fDArD%~6yA&Mok@oOmX zUbr@+sFw3=*M67tx;O;rYC@y?=|M3v=Bflx^ubm*t}cF_4e~S-HEyUG(dkn3+RS#g z8sZe7CR`3}COAAG^&=A}0K;K2i-O`)aKSM(F#JS7N+*d${QhjD0+6@t246=Y*mCiC`N)3kWGv;wOIgMnB%ZbVQd zi@$P2crHffB-rWEAtzqxEvKE$H50Qr$F&3^fdJj7 zk!O0I(Lb;>QYvOt+o23u@dtg^c!a8N9`$@wpUL%bpc6dl48`vzRL$8*HY2CQ>aYsD zxzVp_XgiKLZ%PSB_jJDs8h;|-wvZ4=+h&a#6w_4e;{4>tvN(@Sy%@)EC?e#JUzvo5aGqtXV2!$ePww)Xr0;68zQdB` zCj&3iK+nNJmVCnxeKnQk!g@{b;%@P88T31`X}((OJHB1XN>{D4)#*XRbF9fvd^9$_ z-6Jr2!j~0VC&22y$A>Vv6W`w?gr8S9F=)zpe>htHsL=W*zj@tTxUTRFg{(pJ+z(w9 zJ$Lz)IwFpLB-2@6In#-wFolkYnSF}q$EQqJbS1H30aykuoCmd+{?bQyG`4ufX339PDH0+JoHLjT`qFXeet@bxfnFH-bpt8?9GAKOJ0)V3HN0VB!z_jguT4097H%o?sAg~Iq{ z6~@EW-aUH2CwgyG)8!ui_3#&Boqiv%hu+5RP*@sTF-mc=<|8B94216}j@~*QVx`$> z@|9mLjK6JYlQuW<_i{0Mbo%v^+@-nI8V141%&K*Lq`E}rr-HP~?dlw+aM_mD#RR=W zrV2U|9d!&JH6=}ca;|?|>YHr*0Ge063VlIpWUctO*1I-#dlyy(YBf&`Jy$ePTH;Tw zn^UvuD{Tmmdw^CeV&QN**;`0Mz09Qss&1s`y45$2CoyOcESv)G->+XHg2+W72jJ8o z!l?md(!=e=KABsz0FgV(M1fQ?m`0lTdAR*-I4#IKB%_|FB#8;QOxEu^` zdF)Y8(}*jH0U~l3QIrTMUmtnqSOFOE%+LL4t&eQ9t53w`Vs$&db4N|zl zPHrpG&-j<6b-pYg^3d2 zL&t~}vD{wDLIXl;Eg=npVVNt*@(6$Z>7#aM(&fgaX`eMAKLvnL@_JP<>b;j%+OEUrN<_hoalnvH&&fdc6Zyjhkf-*zo=8X^`Z-> z&__H0ru}cTJ5SP`)}>@n-4`9`v??eqU(G(Lz8PdTvgN5Q&*o(#xI?{)KNh4FTideh zyKKFeJ^%DP?M*0Ylft#py$jMc1L4>k;8>@;)F346|bsBCZK%G7IMHz?|>BVTwixBN^WsC)o_WjF^X9)c7=2B42p4 z!fb2oOH65TeKX`beCW%xzIa}ZTUrRfA{x3yd;NJeyuEYMwaH7;zR-E_-#sa7sC~*f z@W|qEIfG65ITA&39oqb)zvmKE;)Fx6cj7qrs}Cy0v{VF6`-8t;6={#BkAq3I8ulSM zAWoZ!d}10Hf&KLBVh$-q=#~N9>f@s|3SFJCs*`}gb?uXoBRl7Vjkisyu5?lR2SuFF zBj?^L@X5byr~(A|?cwajl>ikuUI zeSM8;*TqQ>@W__OEa9W__Oa!H)yR+PcHgq!ZRrZ!TdDKUaVG!Hok}TQ*~&l5`yWjv zX!C@BLpm<*OiF|vZBH~UNmHj#%Vf-VM0$%P{97GL73NLh>^Yc2W^i-8?rtf)05o*i zw#}cH{OaW)yiDC^5BSA;@A!_U4SBqo%{KR2(fZgdqxs>wu$0=w`BP@^K9Qd2mrVM2 zjc<1tnBH<5WBHkwt`WjG#(^w|$jzQa>X3cqj{|GM-H8QkX#^13WZf+xzR{;-USvV@ zi6vPXaeS#U!H+vnSC=pD&!Q-#_A^=<%SGCyo)EWwa?3gW+Je1g(?omoMUtplyJYrz z?#vI`$@FPeg}i@KZ1gzeB5Z)TU1cci*kmPxzdGXzX_cSZDmbiiY3Hct73Na+uvV0-lFqxJi` zdFW*?1O=veZi}$p%6(JCo&D~i8OHO15{jKp1nnp7XgM;{s$>gdz}hL$O?z1kbFvKt zk}W~vo}4@ja2ut1g+9cELIC7|ZlImr-E{yC0tnEo4J3pW?#B)#%pj5G0fQjuPo@Zf zC(DbHDM`dS0trvrgt9BoV4W9NMu8IU5)!F8o*6KJKzub?TU%51SBSRhiWBJ%qizBi z6u4I8iqadMWfVDEb8=jiY%|8I0ocNGkLMLnaujrJ=swTFSuX=>qPkdcMWy7e^aKIu z?(zgJS!a^oca&1Cd#~RRv#PUsgQsVXb*@{2{49|C#1%-YHj`q-P2g?IF+lQn|{)xBR6@w1iEYgRn`5x4Fi9ztAyMI(kx_&t8B z`(x4y$VhxMsIxMr=uiQ5qZXYQ+`at zpRNI`L92-&$N!$MBD1=GcO6ss?Z8h5VZ?G}msYR6r1gP2rqo8Q1YdE~U%9j3z3a>L z&z!OkfQj*KPF4Fq39Ov|Og0O( zhAzuDP4GK!#Wb5o1XSy-m@+k!!Z%Wb^&y8rih~OH?r6hMWc=X|O&Kw_#jorui$Q>Z zehQ?0V(oDKZ{&7>_xF8CBG@OTf%IFm7wOaK3cZ>bM8w!eG{j zu5}&WBzmu`3}80H04)V55lCz;05%3Y!(B;3_a(P(x5!M+}XOjF{Xp^F2e7C^)p1Vmkp^n3I`#gx-f^B4CFRX7*6@c08wU zjaI<)RGrsZsR5+Ui1Pqv`3^^~!d2mlAkA3V+jEGz53cX4=RpnRuMzeFrh(zA_&K1U zLnR0d`O@#f`fa;#5UjV#f1l77JHH`n5glKlB2#yO1;J>s8}Ez7x09a4O&RajE;?76 zFr{pSBbj*;>3$%JKdd*0TU{zz1Tp3{zk3GHlRu=n_*!9H=3HQ3aL-?w4KDc1NI>s& z=i6X90n@$SBB!1&R#zm8oGZlUx>inXW*i!Z)O^HCizU3)IQbvYnY zn9E(2kzh7Kt$ua>f~9qb@Rj)rpVAkv(mQ2ZeH!!zM|Az1?lv!rg)jDb0<3+sdPV(AoTuP_ZwW-x@!|w8aq^J8EPWaITTTi73W2I=o2kjBNt6S zj6F1Sa6I-iTJp=T6cTea=uqHWP-0DFg%9tQJ+KrZaql>%6#_xXUh|n{9Pkh zvTbv{=1U?@t7wUH|H=>!uZRy$?rycTTP3<38dFT#jlQdRuaYOW>mNQM6c_Dqn%tM0 z;cD@$ufd#7c=h|L{UebiyN01?)ZO^~HBQyc_(sRm*O)d?cTPKxU3>-{f;)7d54O!$ zQc}VRN(7v+!*W?&v#Am29 z?6?e;m7Q&2X(y_h1Pu|ic0vM7TkaV+A8fN=WvsISJ@M|4yD>QfXi zSiT2~DJV7^T&ekX9hIbq=b2zGsq1Dp1Qd_hTPHn8j>yLw1KW;(*d$1yAL_OOL`$C z>6Dv3y>+eA7a30O;y1=ZzL4ZDXJ#)NDoy*soIg+(a0%fhlbu~a_Td;9?2k?Jih`F) zp_MQu-V7G+xeHcinlvR^$+9o!9-XRmdy(#DFFRM?|7JdIqhnv@Hpc67UO6!JY~H1# zTJ6?Nk2u}kyVO-4f}+ z&cjwIzD%REI9TKRi09Ca@W#yHBKXT1*u2TP?mKNhST5sD9i(FAP8uDMB&ZeKv9n*D z6pzJdgBvwW!3P=bl#w+%J=!&nv3YE1nKQ!gLqhukLd`d3T@T=6#Ns4q%2rlYMbGP^ z=Rs`}elX+j1u!BZ2hjKq5|vee(}T*9F?1)Hz9Uws4Ad-Rm9C0ssZYQ#?g%GvQ`_6y zr^UH|X4Tcf08k^SDDSOg<*BYCWPlGA0f&VSdhohJaTnmcxvJ}*mE;t&GLFhY zbqjqA!=TPA8BAG9jk5w{rmCvkc9wdywb31Y%m{p7(m22k0~)*`2y<5E;LEAeZEbD+ zFjU1VM_cUItK23aZ#`ez4FsC!+YA1l<2Q#b7mEkIVYsF5wqz3;FA+)K??sOmsZi(d zzApximVUT2>pm4)6*U<0ezR9%)06t8qPEgK!lzuXLLP~Aetz|WjL(VPs7E#N9&8zY%vC?MuJ{3M)_&2vQ_ z*EU1_JAv<$+;0Uhqz4%7C_l(G$e8A2TUiJx1T0TOPpb7V1}a>+m8?NgFko~mDRL}i zfvql06y~5$G`%++YaWt(F(>dWj4;rBHx$GYrFhEsMtQ-Tv56!ki}U7c=uHt(=ZWs9 z%eGiE3RlMz8!c@={Lj=kJT`iqr8Lw*{oDmo(#oj{`j59oEawikvQY7^qg*aP0CyDv zJI!@b(B16)o;ir{YKA~+mZJ!|DqelR!_*Wjx{}!rL;E*FFzh%>#d8u^<6DnMd6bM! zoSv)a!dS*n#YbIH+b=?2NQ@VoDuJ?Pofkow)%ej_c?FmysKzUro3sAq+a{sMmR9aF z=kU5MEiG3Hc4f{-u&F0iyifvRXD(g5O%v7jV%MPU<7CzZ%nT=54^&U>;DIVxs<9ve z4`q>kQLiLVdY!*}Xz0Kgwr9LjtYQh>D~cbtt|wj{%u`FtKZ}mNz43XDK}B3eW_J=4 z>C$;#kcM+;YrJ@|b&7()z_{|O;xLr!B(Ppub}61{QTHQx*il~q4d05*I|dJLoH{V5 zlf{E1TF8-upzG1ypKkWtt0h1w`DgeW^6Fpk=qIkj^6>+rJh4cBqMnlktJ7lno#r=8 zCfyf4JiqwJ^sNO^)At}IbA!GpC|3n3P@8qZG8sogA2^<(zV=hWDzrww?I z6H)7MN&eJC!YxtVZsK)r26gmc4snF=NLrH+}r$|CI3wAGbE8_B5I z^F*4Wh@g(-9(ws#vn^r0+yjR+&(=6?i(QnVJ{1HI^&Za1=0ta|Cq$2btU@l8*L3bJ zQgw9bAs>zhT@Rx4c2Dn-;7TbRAldA{p2n@V#IWfrYC5>_j9Hz~SecAzlTZI5>nd%4 zC;EM@S=8wlf*|R#tI=|bN^@4b#-Du(ip;Evrh*y5=S5U38=SAM`RNws#g^MP9(zkv z-z|GN=S;C3!VR^tqaw!Xe-@S{(FjvBaiMm z-TF~`W09l@EgIwYTl{bfOhG#e6zi9Fp0Dy}l@r1EDLwvJxwhyyCbq236Rbl_(Cv@Z z+Kg`H)E0scP$lQ0>pt{ybACgnn$tP$bq<2T+Z^BkVD{zoRU`iGpDE3@a(*o1$H&GZgYNdceJpN7Foi~+@_}#3k z*$GZ+&VVogJ(;ENislQ7dkm7SvwsKtGGWvfpyvdF>mS6;X%JdvFE>yJ!>o0oEr8tt z69wL|50Uo;1h?iXv!JG@;&lSSti!93V>dMdPR_VAvnPjLFet#U;%qww0P?p#>AtTG z@N-%0g4XhyN9U%j9~vFG5tG$_l~Jaf3dzO`24xI z?FRH~u_m>%Mg$y8Q{6H0sK-vzos3FY5BE{UWsL+}gc~XMrj(C2Bh9Bjc^NmcMHMkX zu4QLOKYdOnk4r^Rl+6aGewj{U_jJijYxiZ%vp#L3xJM@bn-}lu38SZW8>Uhn@EpqK zGums&t@MX`X#{q|H*_vqF$#=`8&PbA6ey+3zIxojOF2HIi|77MK@9Dy6t7_Uz4GP# zAQcgO$HWJ5=TLaF2M@f>CPi;#WS5*7r(Ukn2S>XwzMO5fyR91hw1S%6zPP?RZ|Iux zvf;5gl^@TM+?|yS95a!$5^SU=id8+4?2%x$zpzQiTxRf!9FuX_#8_HXb_b_kVJ!Hd zT?I!|yo0%{yZ{^5m3xI5cB1!5I`Ev$#e1ls?(D3*!{htvi>+UbL44%N*gVVGt|{cA zKkez;!Qt|>qT>e6zY?=hI`K24QQEMiktt8uu;E(~M~rndvF-8#%}&tw@0@6fiJLtN2qSy{`EuZvY4qz;FYLre5-;w)XAm%yq%_U9Zd!I(p`{TVwuAT`RX+Pa9>ZKj;r1*+#yfKRQE z`3ArO5IIkRt3D(o1R$E|K{$FBj17y5ib{PR$%wlYf4XM8@-)E;AX%5dl^uDm`x*ZK z;TN&GIX#D1Z+>}E*J_NP=gg4ob#qu_$)t;#0;l$pyX7YfP7*aE&}&I= zj*xX(dEXZKLUmIjmKF;#I{2O+%;QCjX}An)2aOM`$?6K*8g{J9#|s%HMP)h7g+-jY ztu(_$FdNb56O=+ovF)<4(U-pim)}1)2*BD&D>Jhf{-V&615aE~jN6V60##~6rpi_E z`2UZw?+(X$|Np-wBQwc}5JK5yg^b8v2}$Xel}+|uk&0}xva-plkey`jm1J-3?7eP& z&-b2z z$9`4_kgW2-J9T&rODih{`T6Kh=bBB>tt^jKKTMp!93&ha1psTG0rc0HT9V^CQG6$o zYs3=lO6T~TV{=j@mCww3)fW9 zZ#~zycQrZh-x-+7Xh&sPw<=K~#b@zg7k2LH2vv1$NI0H)FF?4egH+$i>yvwwKL=Ym zMbMn?UIRmbgbzXl2X1HqVFeoGNGA2+nhH`REcnltE@GTPIsxFEB7B!^TzVSA{ zD+2wMkmoJzxx3Ja07J^{%)E@XwLaZ6fQuO?kJnyEEDe{1>N#aV9smw{Bc>J((}WBz z6IhOvASZdgQf}MA5|b^H9dnEk;Mvc2juz?HS2+IaM-efIAL*TJ>%rxq1B`(PnlFLS zr@*mrt}_MhEC+Fztk+QbpBl=4HY~)Jk|v_#WPyIsp1w5!QK5%-=9DSo(tjs(RRcuz zLWsmohhKzLQ6q|2TmHYEbR@Qpi!Gqr6LyAM$QkH`RthYdMnzY5#@+h#-j>W|4B4P7 zHufXh^7^YJsIL_m9T~53iq{rfZ+U+7Ue9YvI-Yhrsq6NQ)DUKFX$0}(*(lswa4&H5Q{4Q_wcl?4{Cy_=AJqnA?c?tMV%<*Xpt!QCod$zL zPrCP4>iT4n+rRW~)-DvxBEKn1O!6?MCsUc^ySh3JALWjBy}jZ617}d(U+h=Gwc+?q zu@9o39|AXh$*1%H+Dwwy!D1VC8E5%*6M)O&CkngTipHzT|slY zC6di%xHLEuG>N}WemS*RpP2X-K%J+Q=zsJKb7A7|m)c?3|8cLNtB;h)t3O2>DukG; zP78bzzab7LTa=WVMrUE(1|m>GRWIYbpbMbtrptuJpKkN0Io@4j(A(P7 zrl%YDXive@0`ejR5dVPadV-_|bPC4CkQ1IN2^mnWQi%LJxQUlN@BPaiwZBuzm~#xzZD@o z!dxwkxjXJZcl6>c8R2w?j*dCl4;3zK%rk`6?5qzbBv_op-a_PiCFQzRA7lnV@5*o& z^&S~{9-QpFiMBs;Y5}m~p=aQJc!^1PDnW?60d(Wv$8Pw%-&6^IQ2C-dSX=1GBs%-W z<*Xad-XJ=QBg}p99&5``BY{;{o9{!q-AG2Q%TnnRn+l?ofv#t{UfmnRTi1HJ}&_1|xC{$HNB!kHAk{1d|g;?U!!>^!v#*H)U+ z3iHcdd-|L?Z3;YvE=o$+4YwJ3c^$%=u$yU!q_4J$6B0WsDRCGyyUIV2~b)2e2-q>{jLol#fvkMWe z`+Z&~Ak=`zF|CncQ!(iq#9h7I+P3O-wA0Ly0{0_q@WkkKuYGwwujjN62R@3>iVa`6 zr71X_OKn|S@BNaoK7@< z_4g;!cNRaTt&Ibu9F?xmB4!aH>NWwLuPQjRhB1^KNUi>RlQtvi-;_?jU&l>Rt~rhF-?m@)NAB!94GSwneIBzI)@(rO~fz4&JzS)woPN=K1@Y z;XhyCQ($Aw9%E}Ih;2Gr8*WW{_H?%&#oqz#-_$2wE#F1kTimi*Ggsy|-W|D*+aK>M zm3pNvNSJ&toMy|hFIA>|5q=e2DPZzqNTk~8JxA=oqi%)^D>bHOZ%f^nHTf^7Y_Cwi z+?28O7M{q?58uwe9buW5y0${4mUzh*`?2JL5ChUWcUY(WlppSY2WI$^-Y2MGZROYk zp1bs(%l_*E$d{IIpU`+U>iOaLTjxU???*K=IcDovTmRw8G`e`ub^94vAyrfJNlMURsc1OqtZ-1NR#iCPY}yq4%$a*cgC`q(Jigj6*^@^BS>b}w(pP1 zkGg#OLpS3(T zV8cJ2;cE-fbL+#PD?*tDjVfwxj2{GikWc4Vy@efn@(0Ck&gQh;u&}}lRlRC$TD!92epV9x0afbnt-9~*nUvtx`{|7zNHTTri>Ih5j=ex` z+j8&aT-9kPj9HLtoT~r0GJc52%-Vb*yKY-7THNV+37J7MifjJ(=4b^$SlPdbKem*% zVOVKYqwxt_^Jnj#mH?4aX1(B*~nYJF*I5>mZ0SNTNG^VeuYTET6E%3q&#*qM}u z`D-VBaV}aK$w4Eyniuo%992{(&Tm%~Dk`uaPc%t*>pW3jQWFvv6M3f1yC0atZwJEdoXYOtn{v%@_I{UR`7-Px#dKd zjrGB3I}7D`m$q}Omi-UE>V)mG@vD6+n!Wqh>q?gVjp5s&D#R^xf^yVu1h(38PUmzT zp3;?*yG=RI)~4a&J*F-1c~v|+E6T?sVj$smC1Eq>oGGga)o|VPO3=$|cjgaj$CkdA zyg6lIa*^VVs~K6RG}_$r>o{HG`dn!Dev{;ze6q379=gUAImXY=I|M)3%5N~Y+FkY+ z4IT5WD{etwnVYI_bYBW>RV0m;GquzzC-5~K@H!^23+5?oO-IBdfT@~aE;;Mnh* zy+ds0c!ah2ZZ@@{kUH(I0VShz&rq zJ!u#q8fM4&mC99Qt(WHw4NfJF>m=*atZ%jWUy-*G^3hmewzSdqV6SLL!o*M*%^Kt0N8!J_Qry^s|=31*v8fq_PfM* zohQxGn(~YjMK%IA3*X;4;i}%JVz5Nr*w|Lzw%K4uLak`P}1$nNy z7PDC@Qd%YP1q|8jIvsh(c}nJ596HLf~d1t?)!+oiG|GkCX&%@wg zZ5$Guy|@!EWA6UgN8FlZtCswhhwkBTIeM13d(P;LlvS=|J{kQobcv~_n|X3sn#UDQ zozSUMvEI3OeNdgBTuhXCG8_;0F?9PoyjH5ylOM!bzkiA9(9OYA z=h(eKU5l0x0|T88VhnkKNdNnC)6Q|Vi{BV;cN{&kJS!^yYNeYY-BUB7_<16lqs*uF z#&pIP`L|i6=m?|T3)m!_Z9guhmM;_!u|}9@4*xnHt^2h+x2iJ~N?o3*t#i{cXPw$& zremdKx2(3<*uk*4=cX!K&%+kaix-o!D$9|bzqr2+ef7<{S-B*bA+y&c{Aw%!SL8OD zB<&5wN1T}t5nMlAS{C~}uNEQgx@ho9okJE148{nyn2gv~J}~XnC~WhT#`57BTHN1# zsY~$I;m=Npt>?8r3qG(N4BhwhlNpB9^aJb6$7J;T4<9zryW{he1z^93iH=6kuu0_P zK6W(AU-D`RZVF}<~3h8${s@LdigS~bjoIP$(tjr zvo<qiBJUz(N@=luPRfEi`&aY-i zZ96rY=0S^>pi$tvf2w`%LD-se|6&P=AB?Do}kz45l6X$FmE z&GA7(*`VjshK|~`QwzyR-Q!=wG%@X_S`u8L)n%S&YkHj>z;+}Np1lzGgR#P7GD4az z+i4bEkpzcwU1TRqB`Uq@Ci}djNR)u{yAYAVpdAV9g(n87b9h81{-Y|6EAmwakGf{L zv?+JJ9%1S)=I`|Fj#IMEm{ln~m2+cd>&c1Je_F zq84JAc`YM1lgvUcSDokj%MEfu$AAI&SDuUvBG<$t$mBN%)A|Q z*@MEqkDiB>v|LrD5e^(UL%+C9=;B7?8tI8FW#=4ZPL^ode| zGBG`JLChkgJEM}|1KpWU*6qvVhpdL~tvdWCIrPXd!PRz(&l0-3mLL*xDCt7y%)CTNE|2yAR%tj*bqDsTcHaT5ZtF#)0kw%V7U8 z#w@v3hX)7`_|K{_O$~PH>ZK2DV6u{qxyf+Tr6@CVE|8<(eu+6nNvJ>=h(D_jtrOSt zG~|%BsC{i+&xY6geMcPemKKjX?pyZv@gR*`WfF&{E5xcbzM+_yEWc z1xxjInyPZvAT=mmFg!nWYIKgaWPFtj?n}jB=Ugut zL?-Z?^@8#%O}{<>1|3h7*yRRqE?)!+s-)Ry@zVp$&+Gp!$D21 zJh@i})$c`gZJHCgAx~7UuHBpF9sls{!?$5ZOh-tCtyy2xknxG^ua!Sz()AxDB`t-qlBCE;KRE0wvm z{;=yeyj5<}4@A>b2$9!QD)lGA0{J9xzc>HKISe63u6_WV}#n1 zcMhp6z8|ejmhecd-J8g=TAZs+enS6=(T9ZkHr5u#NxwH8dIFNDVfeJXygVqaM%Z7_ z7{MP`*~mNOPXLF(K<)x?I{d*I&ZCZl7}u=oQ^yGF;Zl{31o_LX%CS#TIa#^onQF-e zKi>ic3kzW^IV1wJr;MXV$8+pmK^;}Q*T5tDntDC-WG@ulla+Jv7T_%YP2VVSJT0L) zPb+A7Cm6_PQ#w$(O(`U8W5u;OB3VtzyR6DKj*3n-7# z3dc(4)q56OgP<=ne{Aj#tDy{aBs#v|iE-nB&##X+0uXu(3)}aY6s~q8{1>q0{9@>q z@B3S4JkqJu(!}$Ivnu&e+Vx87mmL}}e|_GKI4`lcW>5S=UhG{YzTaSUwdbX*uslkS zmY0SOHsP)W`H2UG67Dmm(n{;Gw2Vw*WW#JlFSA*4t%Ji4#eR^IzIad|)NEvk??7Mv z9d}50oAT$S9huXzQ)0vg@)7zAF-KT(j?@zDSBuDwvV7Y+b=`Wy_ue_{nNpr)tR-m$ zyE={pr_y*GB&;wA0jwK_98}B!`;6h3!XzN##&E@>g?9%Q5Ns2 z!1cHRxqE8M^?p@<4jn@~@WurM1u@)0f}qvAU-8l4)dWO-96~0*JWB>XUTA{q>b3yz zW5^PW$-lG|L!VfK9~-5$?Yjl0M2GchOx42-4SPe^TVV|qP4sJ^;9)gH*L6R`AuIqh zE2xu_lAA6-wYRVozOFFu1@PsOOUsNqEBD%z;XyGlk)uN!d7^KWD{H)d3WVMi-qx~l z(?p=Z^D$HL9BlWFqbJpdOZ%iqS42lPmVVlES4`rm;(B5>5r>wj3ql=wc3reQLI(a$LJ1*=6;M< zd<|UC7;7rVZr_ooI;q56J|ib_&;y$xC2d+>8BSpNK-_1Tz`!tso0{P5YuLkacG|041uVY-=yJx#6SIo>6#043b z2=Syw*6$h?j=TlO-3zNbN3@Uvg`AqI34ti`SVY9bqZ&^3H%Mo%UiJ96f>E55+n& zN(aS`L1u2;-a^8^m=4Y>MbWYs<%nIiVezgf_)yI^_fmaG$WSrp&bOWnmZ5;Vj|-ZO z8!WM$vqKhSL|^zX-M%Pe$Bq7x+;-!~YaYg}7z0m^vq70E9YG;K4q5Hnz|OMYPo0G7 zc8~Fk4E}@i`CtX91CTOs1jo1<2$|sVIR>j(=8YNRc&I0*K9~w13L}?AO~iHz#)fjx z$zl|CUMt`PfJGCd)dr;o)LPzEjA7k%K2gZxJLd%=F5S;-kaM8(!RU;HGZ5hJSt{Dv zgD_`hDc<%<;sZnQXU9fAiHf~=I4vIT&(^v;otk1}J-K&Wb;G^mYwnvb-(FaoRiWbJ z>Uok}7Fo1NM~|Kfp@%B9#l5>|$NJc^_%#sdA4@@A;*%A5>{&csi)EiitP;vjti6W! z4OtW2jwu|-9M<=>-{^`gA7AYf7qX8Y^xNG;8LoQljS0pJVMAm8QOdPBgx3gh3gbOJ zb!v9XbdOO#4n>yw25VJEB&qV}cjnPo^;W%tsA#M}35j~YpHRC`>j+Blo!)Pl{S&iA zSi=kooUO#+(#Mk>o0FY{@gv!4MX%k;@kE%lAQAzyd%^yVlAu@3=BO?Q{N#4X~H>QlKf%pCnq zSc^5=_l_FXF$Q`8-k(_!Zm-4-5CNwF1^>^zN+hw^X52=fby8((Je(@f}*e-n*7VcX(etKCgdPLapZrYmmhuaxwP_I%u1( z8U^0sVd?jNWtsU@JC%a5)Ult=&FCAmTWQFMC39Jo?(N5Zx2+fyJB~)pSD1&&T@>;| ziVxHc!@@6qEO7K0m*r}BNQr~|maP8U!g4`{-myAeqLoHMVJIQ%ys-NF;^Iwi9ST-4 z54pX$tNz%)yi#q2O6B4MJMQTlse-71FZvfAyGG-!@(Kmj>P{aK_lWHoez$)m^OB_% z3s10wZU5dz){C-pJweQlXKdHtD(j7IyG)M8C(6cT{6TY8VGC9Zq74I)Uyu_<1 zxAhLKl3H48&g!HXA@-~G^1bm@#p1#gp~v%fduu}`bT|1xPb|ZiT){@_ zaJDd@ONYRqf1%GY%=?v=KzXmj<^;<&F?qh-{g0AeXiw;u`QETWcf_ez177?jrc1*UPT8}$!~PU?T$K# zySOuEojmq>Z02hP%q?fZqh#Bdo#(yqtvf6DqWA1xrMJL-Ih*w?eO0pdd`(ALb%Oiz!YBRiW96aS)R)sLNYe)7#j zYhf^Y^beDXVN9*ZkXnSS*3M?^iISstHG;DYNJ&77?+l4o1(dDKPhZmrjA8K8u$(X+p$75> zq7GLo)x_=*e=m5XwEGsL78xwmQ`2+Hv>dNNzYF4y7qp76YN)Gn-E0hHIDyEj&CMIw zPJ|&sC!ej`{jXvs^D$$JJ~lD3&yX}zJoYRt6*ZuzDeg78rz7;p_Jq9bq%(ouk&uKS zg@?0pyFpvK+s?ffW#M^@CghIufFb2*X(~ZBTJzY&A&#aojtVI>iHeuAc{t}NB?0Ml zPTR8Z|3oh|ZH68##;8kpGK}qZ%<1^Px^Q%H`GLn$N{x!W9UL&@L~4(rL6+v_DJ44a z+xBIuz|>Jb`{p5p^c-L`M;ONs25H~)hmj1E{{eblj9wk`J!s;CAah2#8XJ>k9((V?(ZT$hTQ`s0qjk*j6*>2a;|oNVy8t{3$7_JZU@ zf%tB<8Abz#Y2Hy+H6T0$h$KvB&faAj(1JiGjGC9YGdTT~xjl^eHRzq;qnlSpo?&Co zudI-SICR@l_@CMtecqlH`EM+i`#4xz-6^|D|jKOzc6~6Q>G3KRXP3KwzEnhW65j{aUi!nDAX$St(purpvWm zEgFds9RXeG`a;5ZU?AM8)D=X z7Jbsj`f49*3%2VlxTGy`OcKyXnEj~-~6?q&6XNplu`xC`~1 zQ&3dl*bT3RyZW0lS};3nth=4Mk%dS6(mS8g{8$4PBn-J_`n!VmJ{ zln)xl*_0I(QNv}ci+x!Nhcnc0mYJTPr=p=b*z8&(_nn{X+INzv&hu zM=9sjb-jaLULX4FjW&x_`D`Dp!v@#ef4RQO%0P(d&xN>pCA@9&4{NA#5;;`IQo=4( zSPrAY?f%KcFi1}(8R;3mT8;_jX%{rcSlvagsN9O$uRWMnf_ELpL- zo-8aZ;^N})s^HZn3)#?@pA)hf(|!0*={pE4V?S*|NP##TTUJiaBCO<@ht&HTDK59? z@Ve74U%R#rz7;)4tdVoNEwT^HE~NZ4eft(x`{e4?tC)}~1qOLMWVM^)?#d%~_d`h6 zGd3}a6gNZ!hY2r?NaA9f`hU9I-g?caRF>c2NgaXzStv4H-Kq zbU{JE;^N|=p&^iHKXq^*A|$MI+eT$5#eg4iab-mnI}`r&!~K0?czG=mEIK+6`qIH9 z0O5Wrt;rJJ$54;2A_ijE>)oGGYSP-$1`rk1qG%R1eC8%#PbE_-@M4SN0o0oG$xu8>uQjZ3r# z+pE1@NyMZZqy&0+9KkgC3xd1C+pIuQ4%|*!V&Wrpb+Vz-PoEr`!x%BobG|+9BY1Z0 zSdLNJwFCqNOxjm;++i32wiA-QB;0qDM<|+(5b?T$Gb0#=bZgAKx8>za{0+H)qmQ|{ z>^wZHLQoYT7FNJpV8u+tvhhp;V6J=(t7p!q1&b8(N^Z~3p5=A+|Jy3Uk-}&6zY{9+ z=aOjz00jc1W@cu#FnUnHJ+&+?mmtRtQpq}#B~}*~g)M*ZF4lH#Iw+3-xB)s%Mi^eI&;b ziCGS)TUh+-uuQXch5p!<@KT9UU`$GxFWqyvb~5EEw%aa{NWKNy4F$uDno;mM}= zF=_co^Y~e}@^I39I6h^mCLTC@?>b|C(}g)e&#=Flnu9)sQ6Ixvno-PR;oQVF-AK|c zB4rTYT3fp$dVu*bfUQpMS2$cnKhoIPy(}yow{!r;sS`9txD74PeP;;}a+~JlsHG)K zq7<_0c!{*lk704VS*W^rYA&R^b?dI?>EL(Ph`T1Z?{ntOv6NDhzdvu{i&`IQELB{=hXdHti+w++a`_SVjdza_c>ss1L zalH%>iDZtZX5E6?yH|QMj(4VC1QW;;N`x_fZ$dnHD0an%H3n&GyAJK!!rVMb%w3i{ z8%*fHCYixDv=z^!%~JlZ1xNmSgvg8?^9xq=l`GZf7E9AZ94N?VaxY`6%Cm6x;t!QL z5J!jr7?^%1S2>=EqPbv^sr*TciSkdf{k~g@^1?Z4=DjODl+Dx;i4igzNk?eL)gi`= z!{~!?acJp0SdrNDxZU_>3UA*SBCMWYa(wdTpIzlwL&YT@>!a@TyzVVAs^nHn4sG9U zglkSd>|;3?tXZ=SPSiM6q;~cV;?671CR0liCbSD*XEU9SA(1Mqv0EeB)RFcMK8tN? zwVi@EIN1ILNtljKPMs|+SGl;rC)EeE?83yvo%{Fk1zz(D3dUcU@RE&pIEQW8uk>Zc z=f!`vDg0PbDULoRbu#|I3M~1=3q_~k?Mh`gz3WrgdYshiH|KUu2@m6?DjcgSvEThA z)Sh2hJ>2=#Z%|EwU&3eXERuSu%&p4$`{mJRQQg&d%X1JFj}r}3#sdLjG;ug~{;T@~1F03Cx{9GrhkfJ*ydVe9JZ%D2EI zkrF@#)%f8$ukeKa|7SIpBinni95ggGXKBmuLe@SN_o4YacYnlfB=d;z!JjMg>*>KW zKaNu$sZ@qOTpd}{@Xb86Acq&Qq+8|U*j>ikt_8{^{@{Cs5|8JX@YDBM2^zWH?QX=mDQE`MqVkz9gy4cBg6o+pcl1D$21L9=jl zKyX=cpVesf>TKR%?x}@#9l262b{+C6HZSwJCw%mE>-RgDZ|rbhZ9D5V|1>mB=~DF> zsI{FWVm7Fqv$);Kbg;@#lgJj<#tfP(C(7nLR_x`22to!6?gvFm#JeGu6?<`{R2R}V?f%CSoZ{n9L-n!c zoT3zuE6vZ@;vX+lV;Fz-;Qo?7LF(ab(U+@gONQnHCi=48{K8aH%%11C97am^kCUBh zT#S_YE%Pfa=KHwc-`&?){>GY;s3y02mw!MLc} znN5Xvc_Kt9eD6r|iCbv-J?`p>GWsRaCOmN6BwO}odyL@n!`d>zw3<1;7OXCsQwvH5 zJUCJlZ8Nn`aw?r~JIdKV`~z>E7@K0bZY#q<`CX_S%2MMpW%~cq@)O zlMFuy{lf5J5%GY6@fIIX%k|n!x6yUowWdSiQ>J!-0whAu(-x4^BN=yQdPwZZ+`+!O?*KS)foxF&e#^ap~YRo=W5fXav zv!~5W^NyW-l4gNELIr6yiFb2!emGF=*>_jDWN~+#kX!#O6CEwYXdM3#fB>$Blf%W= z{@1V1>(hv+_+=W~dZ8XP>cOoHXgwz!=Jk$A3i;W9&i#mXFIwDk(>6VYFn8wW{>1$R%Ao#ju5+ZALw*$Dr9|JeJaUv=y61sujS z+}}@HyBVw!Lr?wS&gZ%~+-}9x(l9FQ(id_oqvXz4mLBQ8k46=9UAagI7XXm|+p?W| zM!QGz? zYf7_eW|LF~dSt-Jz=bs3%r=I_5ymD>j^(nK5b`!dYe16t|*3(>?^djV0u{lJd214_)(Gd)nJ`z?0*1jG3 z{yDO(l*p>Jt5E-8+Pct+;6Nv(cH>z09J8{*q z2b!^;Z^qH}tfymNIf^{8DW8-~*9!1d5EEL-KNl^nk2<|rclpQ5r-vWyT1QBTQo?2a zUa{J0znrq@PQ1RIr;%(ruu=}a+8M~z@yN|hdqg4r=mSp!BEFyJzL%5IOr5}SWiNAJ zhMg5mj!eO#pWBygR#hu1o;spN@dln!v+Mt38ONV8ovap5ra1S|vz&T~K#22Ww1xQs zt3FG?sqJ$t@+2nrA7HW~e`WYZU+A zUwbMpxlGTes2VCJqWdgH7Y~fmt9+jDd)#9Y%+NE^4&M#fiThZ56+UnOHh~pE-+uE6F zQ>cY4xtOV-1HMiu(HZWxIlgWnj&WH@S5ba_<}mf#6>W{14G=(JMes=AQ`aPE824A- zZmqk1AL>m=gJ}thX&o$$>E?F7CembBmwh}FM8|FI|6Ju;NBK&er?xeh^9ZQE(qW$o_|HQMP2G}vBZMLuSR+uC|q*4`2e zI7hGMvHoZWUk^`x^MMXsr0~onG^NyC^^p3eX z3P88T2SHyEG>n^dGd?CN5>n0IYPM93?w|ee;9Bexa&xi1(24Bw?85f4#>_8vQktGK zFFklH*Hpqf7U_+b*MfRgqeEp}{IDE^{_T|ay!;!!pBn#hn^~Jhm~om#Ka(Kuc}Y6CD{5Yv-xa*grJJS?|1t z)Z5z+&z@q=$PTG9QBy8FJ@VOBp!|xW(L!kvg{V)!@tToeYml%j;Tf)S`a>>UB^1PqqlI(#&z)=0efdl+?cuE_PTB1L$~T+c=oi zYMiY7YfGZZ zU-<5sz3^}=)BERhTZ%m?FA&FYwrS9i+j5ADY38zS`RiOx@vrxwKi{ZxN%V`8YW8}I zLA=1*>rQ%euWO4GRTrE@6Po4SFIO^CEJ!ry`)@W27|-oTPpbtkedOYb-_AL^%k=)S z(`Ac0YJzi?yRTL8hNaU&!(r7OmI#&p{{AZW-GY*mXzmB+|Cow7JWtClXYAAu z#RnY_#S^9seHU@Z(VDr6E=gExbOqqsyTN~%i>V~_D(p;LItS;WEaAdj zgveEX?Rm1z{Jt5oG^vQ~-8+#nET>F22;x5-h_X$l4on|0?a~Qj$-TpcHw4GCW6<&d zYNmli)&RT&{!_s8Eg)MD(0vLD3RsV?UcJ((a4=I>509dW%$oy00icYR@_>q}@;>p} zkq1oiGl(mG{J7uyL{_#DV0R!TI7YElS^?@&KIRT@nD0skJt8lFs3IcqngH)@0wBMD z1n-Nih_rcTMn?E?7&2U@Un75&$$^maDI^XAttV?C~}^a3%V5a?^Tn@^x8>2=gpnC7L6Y+GCRmO z&(t$pw}}=hhH3QgbHC$ zQ;yfKH{^ag5aMnmZ6NKPPPxB^2eEG_=xkZ@sBu z_xpLi7hkvLTM@9rIqmR1UHHeT(hh5DaZ`IqH*5IEqUDS7uFc_3!tY)NRKcmTL<%9+ zc7zadE#8zbI}^g~+oLhqrv<;D@Es!I<~#gZ?#b6G>b3m_Pbf(&|LA#D(x~TlTcmS7 zm(^3tOc=uY{7x-sWT~QulF>sLnO$`?h7STU4+#zb6<%ImcJ|iMQO}v?@Nw@GH1McA zk1B2#(A@O~?FJHwBq1R&iiSH0ps@I^Uzbk?cr-UJ&!i(>hCsm+xS9v{c6J9q9ho6i zP)DGl)6&%)0lF0sy_mQ-1@;@FqHys@gtr&4ra_ckOw+RF5$K;oL#}RaZZ0liJCGK2 z)2KNN63xzx3ef&hV3Al`0M>WqId7x1evIJ{U2wRq4O@NDkkCHJ;hU4_QtMfz`NdMN zdX_cp7L`w3Fxlm>xFh(pm+kfyHj60PhfY-={0yjuRL`})=Y{NGpEHo zFe~;1!RKfsS9i|6IrMc){^x7_$EM*{o}R?TJo;mM2`J2F(^GQLYT%ct`fg}GrYY&X zEA!I38%fLF>`^>wUea@N_{7Zhj$JN9apCiBO6DKf8orFA^6r;k_faS!vpQvZe4%^J z$C~k5%70NiLY(f74z30{HPWZ&=}p!%>c0uxa$n#%8xiwU?kOj}3h5e>{)YZ@;n0a2 zC64!X@4IAo#n1WzwfY5;j~;b z?CkBzHDWrFimBqzlXZ!Mo#lk6C0NB7{64n4c4+MO0 zH8@;;^Ruo_A2^8_LOa0SAmgD1Xzm0dn+Wmu56e~{)8NtL$B%)jFk=@M-fv>?J_4@P z_@bm9n6W^_$t?T&N4Y&)`8h&DLWPg%tY}XuumfUZ_UI+Nj-X4*?_w@W0g?u4y{yFX zXjSSmwIs8VcqYhK%KPDQ1dWcb|7hiO)^krS|lbsxo*-_p19PJ#AA_97(Nw z8b{!n*wY>a%ue-Z|j$;{^IATwj_^q;6J8E&3gI~Q=7+&tr$FRIVC(rhLk*)SePuAD|@<=Df6uDN?OM_w+ ztwlV?A_i`GEpns%XL|jhHZ!7hnqyp_I)A(qH(&DTXVi(7G3)&~zhi1#Q%XTVpI`Tt;$>`{aRmt0$F@G0I_nO z26S^45r1U1wy~k8s>*6}9&~eIjUA0|c=SmAQi(5o%9%f1uRc$4D=nKgC6$lx-X$Yr z_I5YfTRfM7=+xC1+cH&{864BRwNixt1(bz|saxBTdyb1R=iJn7l2Payzf@>VFIgDe zLdz!}vE|`Yf7&J#2ab;sQbZ}D9h!(o4qH(scb2}8Ap?0|ZFhrJ_#M)mFOy;~d{3f^dB(c`-D<7E)F1&2KcCS(wa z@H{?py)P)mapeJAf~7eXo_I^{><6R+k_5|M?(d8Hl987G8i|HB8E&^&R5_MI{&CL_ zN}PYeQ_sWP=;c25))+H4X1a4Jh4LFU!Dhc)oPpEUW&P^r=SJ@sVJwIGVg{vqg-qLg zTWUvlXeC#XcD*Kdb-mr4dtGCS^(~(5hW+Phdrr0n&(f9#wCknrJ&22UJzVjmk*xLF zEY04EdVlJ$RqT$`@Z~WfL0N7^qd``anUU-&(!60A?1lDrWkDZ$A?vqMClQf{V9V%% zVv5u}{wQ(y5fhAi#8Itxaxe%o8&?oUB|}y(+vUsMXX8N2dD^V?h7aorLm9|C7^MS_ zpvThQcsc>c zYp^SnzFhu1jM=Vy_OogJ1F}9pwUCy@^Lm{a2m#OK1+hV%;4wL(GllU85&Q4q%R!0} z&vw44b&OoJ{v7-h7P^qP>A?{W$PEe!xl;1_al2jDP2Ob|9`?AhFCKM=A79hZkY~j0 zPJF`dv(jy{PbRgAy$~B43xYZ)2xv0O<8uRAzS?P-M&}Td^co%>4i_6aNWc61*#$W6 zMl1(AyA6<6UZAGF58{e@)h_D>Ag+M@V5|HO_UzfKa+-eCoq1DxCYE@e;Cu8j zXI<{oO2kjm_BRftp;Z)-=Z8c%l!Ow`eO^k{i;@fE=H$%JtJPb5l# z)}-{kb!K)J_%=7;*x0;V|0|!v%b*qMLBDo8HNJX8Eaa-5?tb`$VaqOA&PkC(|66Pr zvHo*vN$2c)THMh4DxhCjDG)l z&wh2Fi$Y+R`(|1px;!iEIp+s52839LeGcd3ayws&Uxz2|CswSjPS+-?y{u4baw(F@ zgvl`tR&F36`rPgy&`0~5@Cr^qZn|Yg{jD5KLrFJ5dc#*CfAadRnEM-D0i$q-)z)YZ zXxO9W_9oWWD;Uuc;V0Hxvayy*H0?lC!w(OS1oWAqH}64ZH(X*t<@vzD&~O^$8<;7L zIXwq9%?MdQAVCwU)|jt+SwIN|^lS7d1*#5z46l@Cj|~{*Z`@y=)IW+9G(3cJY39F4 ztF{f2=_SibKOs3>?^hLg=uHV9JfQqIsz7CFm~}X2rnuGb_}kk|q?nBm75|iO6_&_P@#%I1&iK_v>XI!6bQfmpr{`k6yW}!kH2^1 z0n){$NmttG;v594)-riDI_12raf6#}=yfjMbluh_NiujX?kFR_Q(h$sA9m`m)XQ(* z_8(pLx$DI0B@`#M97efhM)2P+9go)yJGSbsVo{0nDlEjg>&z?;g;C4BF)-%;dSAat z7#P#lj^sCP%jEVrjpxcY?)}lPO&R1vl5&M9IeE~sFA}9li2i{QLIX@^`Db6){C||a zby$^a_CLG<2}Lj{X#o+D7Nko+0V!z#0YMOuQc{qTR1qm@=@RLZ1_7nJ8|e<|=3SdJ zdOXg|_nqJQ>s)iqb=dpa_p|P`KDEA#-s)0geTNi=bl^9Mce@}}Qw!fX&c!HJZP~wI z%*yWU$F-ysV5X*7JI@q?ta|TPs~%Q#n-zyj7NeU44}&Q3Q;cTRa+M;tiI?458*HJn z8Suo$bXOzxa)IwUftgP<3x8H!)^i8sVv*<*uaGBQrqV$P2dPRa(vn_B*x!D*#jW|) zCvw@C&YUvycAlSO%9$8EH(S0UjP3kR9P6lZPHxrfE3lbbapxs#^v%Pi;reU`K3xm> z>7p9XcZ$F&|AW#!Q6c>K6E~qbW6B#;a#O>zmr(q>EOzp{M6EB@G1b?>;G< zX`tnsAG!I3EyDAkJY4A(>g>V6!TJ-w|5(DR_*ZSuTNA#eK^6fH^q*G}V-i5Xw=)4M zWUM+vqsP>RXDmYR`<^tDnl>ve>RF_X-`)U5o4;ZYF7eoj%;|B>cw0I=J+%#Stont% z@NNYjJIA|-vg_AsA2~4c5NcrBt{AOrmo0NkKp&3rn>ZlK0^z7t8d78luW$?j1pol2 zs20%iEN{*xe#9cVJ&Z_bIeTA+Vu$Y<58<)z@g-+`!h5w3$u7VLPN4r;v)ilb6Ri-IQtJYt>OlP;&DA-arYC z)tdcALQ?leg-8smOK|0H2QisU7!Ro3OC7q$!b*lWT2H{rHhpsHl_EW#pn=Tce|s(EbnL6P{7D z_j|u zA06yMumBO0y4YQC48(YTOiy2eRm~8+D=Q&!`6fu!7_MK3hY6mTOF4WwpUcagVERLb z?nC4_QcC@;rX~kv19mb>?t=c7Qow#gJu^18@}Tg+Ai`eLuw3>4y^6)tPI^r%l*l>! zYSCgUCVJasKCfZOLg6(FvB{gxQ=SH`e08R5|2#7WI4F7eJ3SAE@>0Yiq*V>y_!t|r zguMz%d51RZ`9hpi(|xONn~)B@O|x`#-Tori1Nn_7+B2UtTJK5hk%4^UiHV7&#l=2Eabn`s@^A@KGz}VE zx~1Dprf9P}#Dn7RaPqS|aYzJt+HCcYa@Z9D7|N8;+fpv<$30Hl-n!3fdJupU>v1AF zVd>YI<~Ww5z@A7lXj29`oH-W5*{}~1XtNhaZrLsinFtMm{0~`rWCJ0*)5rcabVO;_ zT^?8W$WfijpLbn^mM_J%@M*TxvSU&oTf3pdJ-&Y{<)TLzXXbM8S1fFWRn0W0zg3FY zpW&Rj`OJ2;{W-lA;iJ)=M_GCS^`wE{Hq=H*dL^qSRg%I6#JKgchdx$6$NcAkEwTaA z?UXUHBOHlKx(o|~MAOM0`qMwUx2VKmJJ2U?=c)BWrN zOu8=BVzvJ4y`GbjQy_@j>AN6QT&VedxwjuHqY|_x4o+NiSIu; zt#OtdX=;#<-0<|S37nx7fH<;-lz+BEYNm*0uTsy0kP&pok?)N6&bZ2qe3L%SgrIL) zy5^EmmLQksamHRcWMk5?oK6tql$plk&)qW zB1AZi*q0{q=Ev^2BCbP~W%cft_OC19HRx~avLA8;T`j2IxH_KwwU%^~5E}jSBD0n+ zf41?{R6ZZLpXtH|8K?=!cw?kT1j+`4`tm#O#aha7vu8tyGKW(IjkpYaNtMDPD^VV9DD(Ope#oFql2R8Xi8Gyz$264;!PwZ zsidSNEiEl9>>`_tjf*R2zwt3mXsM0U1s9kiOapD`v{u`1Nx2n3Umi&oJ~MaIyiTHm zEuN;wV^V5LlTbLYci{VjnfA(!tFu$|#J&T^9j}g8vFre*TbZ zifX3T5Exv?kH=t<@%^&JSj_r)8(ke=&s-P_2MT|de3^s<8k93Z{<=7Sxs(y zbJ8%{-QuC;BO*&)>F>?BO?Sh9Qb(!>V_G&MD=#yWl!tlSB{a~WajY)LuT@f6nSjws zb+S{W9RG`}N4u{|u01p|K0ZEKZJH_bdbe(&?A8PX1)(=;B8?!?f&r5+nxSUT^62|3 zuhL;qr6K~+qHZ2yQH78cIAiABm$)|l&9mW--ln8X_|n~oYn;~>-}^X*mDew<^W5mf zsTSzEh!^SKJxN(oNh#Pt@!Okr;(=JtBNCQsO*$V2s(?%P+2vMQXK)P(OT=RzHEio* zbKu0x#n$8ceSuTwetz%4L%~lNNOk9j(*SkAz{dwZkKGnRLPAamfCAW#`F>VRVPPTM zB#DV0O=;BB)Sl-kTLgvO{7`41HcFsaLF_e74Ad|=7&{554Y*+B5pdB^fcE6 zHn8jBnnoy6GbNpxF6U`F)mH8JSo(pisz2ckA_`(oi#yORiQd^^3M~!`Huy?5B-q>L zx-r0ZY-q1{K_iFrVQVRU1O~V4<=UGMcicD9hE+2)z1+AICXz1d>d~2`B7C^xIK!!MgF5oewr7eP`A_4w!XAHoOelVwyiB#D$ zYpfZ#r%`X#>+kRUcvSp`x>lA8k_i#S$c=7?5DiVUOQ$JybWIbm=m(z?s=zE)fAhYo zs<^6=RG@!adOGBiGk;LRP(ydtJ)d(1j7yIMY=yDguj7?EK_oC4wYLP{jl6zY%r=Jx z=}Y5}%z_l2rVSC>$()TTA&d<9HESErHn|c^kLl_b&Rx>gW|m1x?Q;nBO{S-+?xy=Z zK7Ad{keOyW3dL0HNcss{?1gH1*7saGxSbzeJJ=e&{4q1NxWoAXkPbd8py+a8H)xrd zmY@k+BzJ~^1zb&5mX?9&ZF;r<{U9qhU#RSBJu`sjc05#7MDgF*P=p4U6yZFTe8i{oZ$8h5Ly~CR4d*cmFuZfk_M$9d@ zx=+Ukt;bf+o~+bp-sV^R}%d8u4H!yP!&9We70 z4D@c+Q&S4(%5!&+{q|#?sJ7R!oKI0@6NqYzmEjM+xxjkUZm@kxD~CJOZou<>#~EVg z^DFer+%BG7q^m;ebyhBZ!*82R>XyFgA=0x>%hc<)9zN7iKh*) z0qgnqjAGD=8=IQa9>c<(3u^oG-3<4s?2nHeB_->@)+>MS-evs~P&7mX)!q$2dETJ4OSEJ`Ww|x?> z(wmua@(&$2PGBnRb}tm@G2y>v@@tlyD&F%XOr*pz#VqnWt^oJVK60xZKw>jfQ{TRQ zJDdhX6tu{EYvK<9pa!t>GSPRWDLPHNBI*IlWFbF4zXZCr_9$F>bhNZMJG2V$4y0t{B?qeDZCy5E$qyOmx!?yG1vG=>p zTQJ+kuZxzNZJaek(>b4T$Nh+PDS}rkf%t!eh1g@^UHr3I!@CUp>)FP; zFwt%TJ8}EYoq+HJ!E8v216N#9LW198cyYrcBI-%0g@ld)G#!T01vOtX9~y_mq$FI} z1ke^M+7?{L?E?SNt<}}1*4DJCv&`V7yGTwh015IiHh1un15y{o&SW}UHwTk070n@a z@)hHY!sf4e3I#cx0d3(4ROqb2m6*~b6E=^ue!gEU>UKw(T6{abF~Lz>*00@jVg^(g zkFL8gGgR=~e%q6bUALJe5^b;bwcf;$_wLGsv~cCH)mlw@1!pR4ba-EFo+ zGLpN2LR3UbqHcc5eq{?*#mG%9b8~ZfRbXyBUZ^-S2HHG9L`!P~nT!Hqwo=Eps^K^R z4#M&93&KJM`IwNlNK`bmm7yZh-T+ep0Rd2V2=X(iW?Ufv*B%L}$Hu`oZz8~0At~<| zvTckUagZ3-?n8?&xfzJ?$2ool9gE6OQ+m!%hZ6~7f9+HE_4UP>v}K5R;wKf@j|e}% ze>T)qABBTTuT9t)>ux0M;I^97VzO(+81gKM^{4&vA25-)7T0HDNLxnI-(3T=Ik35D z>F97@zaD$HVh0>sa0^uD1i)HG0tOYxy>Pw{pbsp5s^=mD0KnP#7$m6LB{odFyaTPR zE4!9dmuVa=ZEfkGW7pJBQp&TMQvlcemoLKovOZ{r3RGY@9EBy6u)H)ZB0}TdJ>kzJ zoF?}b6fVl-H^u58$N_de*P;k`kZio$^uBq=6&EeM9D_WK9fa3wTpEK6och3q5^iM8 zNHE!!A<8_jfw>KQM=Gb;3*B*gvP;5^p=V;YLq3pEo|mbyy#3@VzQ6I9=5U>4C7P!k zR(Qd|yv*}LyXN(fg@R@3n~|lDp#_kFfXf+zq8)gJZ0_EjHd7ZVO-((vPasMueP})3 z+ASB;#g8=orB>{v0?9$25y@*k4_KGCHx+dSR6MvJzE4bawzaXs*MesUGq_Z-4aj;R zsB?eY`FI=DWs@t_nc#|s@kYXyqqn;ojKm%oZIf{{y?jMVK&^-~E4wPuOd&Nx(5u4% z@ZVwsL|gh_4wl;QZY!fVX?RG`i|1lH*@S1n6nnqBM_j##>FX9gbmPZQ~6E;V1 zfjZ6M`wArYhZmqqCOjD;MK#x>2ZI}3@pJ248+3b&?&E*1Bt~BdPF!^9{#JtdNfpp{r zdMj;^Vy;DW*T-@+u%_>2!a}p_-}1}L%P04k=;>pTY&b+v!?luHw;vZrow5dRse*#S zNjL&*mV`S32(3&ACQKX&;PUYBKsFH4XtSA+M8$G6&H}|@U84*M1{`}i?|6atR$W{4 zr{wN&;1?Coe(>P*FJ$ql`4WR7%R=aA|33(nFht0T)(`bliqX z9~+y-nHcJALc^r4oP@*<@|w3WG9M}3Rjt_ThW9oxfAZoWaAeVfj)sV(@84GebgQYU zxyoLr0@r!W=FJnT3oKM8w&+v;0X~1li(PX8>D&ze#aEUV7Z*dN2N?wm)IP{(tOiA> z&CciV~AQ;|$X*gGl-9->!elJUD;O>cO`n;?n!jq|fD7F4{-q6lK6f9a0kOP*Va z2xPaxC0`N8?c~!lt4~>HJ#`kCp)|;OPfLRxmXtU2>HzMnkA4N`T3k%*05m@{X==G} zchymnad8#ga>MvmTZ{bsd8M#CmXwr~L^$vaFbGI8n8$J&20B2cA=~y63CZ0p>)kc| zVwPVQF_Qga`c-_9EE5)$9?DOi>D@M*ANWHsIl;T<>go!wiz@81VN+0igyVa<>$-~; zNx<#|77}QZqj88&&KM=J?%PA1P14=eGZTysImdkfS%%nI&DN*f-gMIomm9^niK)^+i%|QhR|8z5C6TwYwh>+(F z&L!PgbZz!Jz{~~Kn>yI4j&uCknPnQ2aoy)WMSrh*zWxcY0XR=^BSgi$=2y6Q@ggeeh8`3%C&3?R|70zxk(%GTZ^TybEN`=X{SeWk)KkgF3NvGWPh;a9O;G2 z!(Gx^|AsYp@Vk^dOl;+SEQH=_^zE9~`_Qc;M;da>Gbfnmer z0cQqHpsI?>9dU7}hZV;Yl*hAEQ=7BxG#|SH;ZsHTIhwA98o_|#v^7!f5O5<7*Ax!B z%07*|=6PYf{dXUpMo`>-*Q+BUJijH7=U4Sly7eS;;Pfx@2>FJ&`=S5MpurdgJH~cE zGu{%$J_BWE@(|j|>Z&Rb4ME;9fUB`ua$9pKR+frV%hPy5h0=c!GR zlFf_y^^?y{$%hW(h|1Dalc!GozdZ_IL%iT}{Py+h1L$GFRt6y{$Qtc@?sMydhgR$QM$Ycof zyO&9~zX6BgQD+?boHpMJQ25^|@nnh2_VN6zLLgjA#*>xg&>EmvLKK~lsUNGxJW=Hl zQ7&#L&Z5@YF>qHLWOATX`G5LE{Lfc`4gzp9Dlia!o4~NJ{+^yKKs`W``i|u0nfXmU zpl~Y856>2MAs=+s9>Mu2SPwp-Jak!c1r519t~V$0-XZy-{N z1e5Qh`9&5oeyC@i{1btqYer(Ja3%j~Jl{1qhxC~@Z%XA-5(vNBD`^i@O?dqI4cDzl z2qsbHIB5ENy1P@FV<4uXfzBr2Lm@2bwYVtBchB8#)Aipvr$0*Whto)aQT77}%mTc< z8{rB6l|A$V=5WAg0g9a3Fscr8evu(}E@ok#ba5DUuiqD>iXMAu{g=w4@8rQCu~2m; zNmgr-gSXBUSv*ivhLjLxrc+N@%qb(8A7_kSEp9-%ylK%_!XP3>`vn(FknM`qQC<9W zl$W5NfLk2+{Ce~qs9p9q>+-jdnAmIvFnGuq@-HH`o3A6&Qd4P?fsc;GE6Aqln)oS2 zyqG*S|Ce^{&sV-vU0wann>TQpVV}}15V-%l&>8hc&#Uh&c^W_oS!ZAl0jJ6tN3xv6te%E$o#Bpu%G+^IA4!i(n z6ZvnjUMC~N(?b?^O?=%T-n{rnXhN^Z60M5Ki(URq+w5!y+XqY<+iS@#ULe z0`A@<`lj`uYi&omjnez+PWU^66~wR3_>bTBLCLK1OIh{jwA7>LVeXI|@w@o3JRo1%^z4t4p0Il1qS93u}~os7!QP z&~EDh+C7ND7>AjqHCo8aV|gBavzs@E1zzlc&kNf4GuT+MHb`ge3G07`-c-_nMl0&l z&W#_&OSE{|H@cr8hM%rT%uGxSNU4*D5GOp^%@f>K8P9t_ej*`33SivN=OBJbUt+) zfD?EQoT`U#qq$#{my)3w$~;7*6Z{l(LFIBzgD3{?2pf;@%9`H?br7Z!)_k$XZV!`E zNqh`4QUBXBJ$Yw9L`x2DH&@)PQb6lO%AywWpyyhd=QJ5S^oU=@c7LQ9uX1Xc!#!91 zRNJ6I$fBA`Frm}KpwX6%RS-TDBnlB^KDafXEH0w&jnTGyI(gevXo9FLluXbLy;)Pm zs&EpHDl6|W0Y;lTlHp`P1Cpy7qwOXU7h7wI-)J|sTwdST9{9aih~|;1 zrsQJjLg@lp8TmGyl+;ssO@gFf&r5qd7Sd(tlAP)o!5PeXSs0tt=brb;EmpYZmk!|M z*kGw4eo~n1a95q9prB}JX(=iyLLS|!g`>(q9(e9Y0R0v<_V)7@!bR{`k3-{;3uPc8 z{!Q?0lXKgWXV#^ME`2`H^M)kxHJ!#i{UOhy|1D#2LkG%+hnwx0bCfFvD|hb1RJiTe zG?C{I3vz;biUHYC=pzBRB!v2N7W9TC^tJ~9jni50V{_PaEFD7|^=ipawMjSQq8ie7 z5n32{kk{`uQRIX^km@c}rZirDz2a`VS#otH)^WEm`%%?7n)yq=rldcc?yC?Cgbe5f z1O}w2PyIC^M2?mEM4BaSzuAmMSKx-iTy|Bj^_phr605Hc&0~oQ z1_@*jH)R>=^|t4bLsxz0eZEytBHC;OU1}D_QeMUKV9G)AarlLhC z6-@n+_oG*Q)5x6)K_&K6YWZ(JT5NXqGtkKbSPDFw3w7%HYm|*ZgZ!=KPNOZ}MlM>W z0~h?3Cl~(*ee!kCe-_9J*sH2m7>|w}>7EfXeBV2UXCUZc=!!BQ3?VdNz{OG{Mruuv z49j(W>Rvglm>^NT3r6CeoP+u(dGh<7PslN9t3KZlQC#~-f;KDnf4ot!h5}%oDCksy z)K8mmGI$hy5mc+6M|O)ER2&diKs$OT8JN80zjkue=Gwo#W-EE*sQ9R~C(&amq@e_U zpcg+7~%-<@yQ-S zE+MiWD5B18`%ubi7J_K{XaoXt5=|hy4gvr>hV=C#s?Mcxu83nHfmNR4oujYVc8v`d z!DQz? zN&ga-{yAcw(2_ARmmxV2#B@4q;SBjtgo#xKPYVL>%$7N&yhPFvm*F0 z3jc;LMq8|)u|oBhq&%Y?jBa#Z(=r<$_@29u&bE&&h@3^S-G*o+>T@z}&ASbifoEUU zz736wPgXCPGFR38tq!JO#dv#rmx%#7?oNI4U&g{;T-u+Ltu&^u?pZn&` zO}J=*rF-}0O|kRw5o{d0Dih9O&_V`Nf;F#;nW?FO^KNl^JV3vYl&}-@k_Y1B`mU)2 zB6w*X%>72MM>5xFa0!959qBP?(dKff$(sx0CxjL?CbgK`MK-*A@X^7COiye%R|)|( z2S<^Sl*I^rKJ%!SBI||8_@o-MA4-O2WAa@=bgF^@UM2z*4!zd6v^2(RH%b3gE&tJ6 zemD*66=)-2IX4_S--w6^F!}@b1NNFjF!{lHE5O9yH%aS6v2v{5kBiqwCU*e5;kza| zO$jMc(NllRs;!@a49u_O>Eq({!t*z7K-vTAvxA{#-GYMV>pUSZW<*8V&yE^E@~sL| zXxH$|zqU($wl3;6@(gv5^T7{LFOB+{&1dl}uPcl{|LtvTaR-zc1q}nVYC#SR09u1s z3amtDiEo^O(GpbX+6QaAk5sA34(;9=h}|t5+tS;c&qvwV+NCWIBywhxF60`j)UQE3 zwo-Tpd$ph=MmiRep>R?42#_mIoacm*~LBv7$7Dt8ASg^vFf;HX0Cvl5qK`Fh37zP3>8~57&(LEn2L%D5JuqX zZl-k_o0v$;%F4>gId3fzy4t{bm3P295$~j*thMn0?yV zAEsiEQLCn_D{E+AZ@w>e+y`q_8~BiVd$|A~zILsyyF18a69kf?IAy^3F=~7^0aZ4L zagf+4rzuJQFzEK-KWgaV>FEh1UqW&+A1^NqP^x#cCAYQ89f(0J2Ke#EkJob2larGR z3T)w;wahKLWsr2n!CHM~m(>c4cB4jn&hNMa$XjlO; z+}0+1{rHEk^Mh<%bfajKi0Ej@vn2+SV5F0md>)QU@xhyFu`zl)G%`99ZD(%wEv$&@ zfRL;IAwl%tpw>M`uy^g&2D)0(*)d+>qs@$^Im8pSiG&#h=UOY%v+?;n&sVovfxsV(_l#2 zZduh7ths41UdS^&gfi@iI?LpbX|S7gz@bY*90$BmvYfij)oo6Uw(07BRuTMNQQ!qE z>Ou$e@8vzJ#qEQf*gp&{e?FefxH#Q_sDgrRRxK>p&9#D;H^`EpnAeJTNvAD9^aaZcq#>NJ`zJbnF7UJ+wdbvtR%T}`B0v*lz zu{Dt#-DhoD`@qg74SLlJme)*2j-X61t@h{9AGj!u96}bHlXV+2i!Zw4(okK-k~k*W zkj1w&24t7=`pp%q* ziSxG9>Chf@4G>rj&*zDh6gHE?>i1ia_#h#HwSQ?Aq{4vi2X28E1m!lRP;gL?zh+aE z0BP`TKxnqt*Wu{Ex-yWWf=@B*@LSb~4`ew@(BC~QqJh{$W9?E{AX%__;4_9->NXv; zRAdy3;AQx1wX$Y8DHCwKyzxpmrBocIdm3+pU9%m?Bi@S%faTt!b|~m4<3*)u>n+=3Qmr*msr2UO$5>} zKrkP+g8<0zG=voJnhxYaOBE1)4-P~ayMe?$8ynk+Br^5WC(xDEO`9Ofz**EWmT%l! zm4g&+@X_iGLNno)S(arIWn8e#ct41m-}#Zd!PlzpT3fB=501|*pI_J?;4IN=4Y&bn z=_y8je}UuBG{4fdaXEt;GJgUyAD#~di%rv6aS$+P6uY0eM!x=T>T9GQVS(7<45}e$ zL<29*eM)cl$_*j2v^tF+{f*yoZo@Rsp|&)>WL&mmd(n7%TygM`l)eXe7zxw3#gFJ2 zMk%D;{lM4AvDu4SM6b=67RGKw&8aE6)2Z>T)=qr5?06Lfa;&eSTfssKvX8Ua!vsat zb+l;M!`psr1MJYhho&HC#JxgB}58#pO;J@vo*eMZsUp zO)TtI{17#vL5RRo%b2dIJnP114TF-NOTxX&5t6>q zsX9js$PfZNV8(%P*T2u&8dZfBC^`dtS~>At{$-uvqr4m(Dsyq(PbMm*tvONhCdbf&bBdWF=&-6Ce4dzcy z?uFUqtmUm9s;w73dN5I7Joteof*QB&o3az18(qdc)`O=n88<4@?U;brz$7!znLlS{5&m!L7HpwFN?B z0Y=*dOW*I;N}l#J+{cP>CgIAD+371f;3Kp@Ra;YcnEf(Ek&ZcP`9cNKGrn@c_j^oc z&`UmYP1O4P{;G>PleMja$Ncz|m9Yfi%>8RB2}H3{Q6Us-oPOCXO~dE*?y_FlFBnXM zfZk>6jf{+>NAEaR$VyD19OYnN^-jzvZuj(l=h%&6nm$ltr%O;)hynNu^%wE8{6JH{ZQA9`K7P+T)dE7|CGjp?y*G z{0BAuYi$<@BP)Ts@jf9jW*f9PVLX;e@$ob#_YgGFB_$;Wk01Ya5mE9w)znL2DKFLR zhiDf+E05_ALD>lR6QHT_*eb9spuCWU3_)1Ag|gw9Rn=Din!|-+avYg{F+JUS(1rSQ zNb_vL(dz=|-Ek=x9|@cT&;Qlj$7P30MO+D)rA$9D)#a^@X7c9v%7pA}c=WT(fd$ce zT;opjZG`~@cHRu(g2BFZo}OF*Wl4*&_c!xF8p zO(4P@R5d{%MtQXAm8zQA5xNhsxSlWkN=SW>HE&lDf_GcE{)@jBWarnuW{(nlVW+dA z2^moTrf%Ct8avn88orQq(B639xHNo`OJ87j2+5*~qvV_M z1QQwEB`R{JX|gnbdv+h<`i+^*imiSGn6NxS1^*(g$))tNEsU3MHR=p&UX-qy>$ghAN0;1-{e_6Ax!XpCZ*b|6&f|0_;#s->X zTPrIvUaMIMdx8uY$%uP$^`HZU=6f3!JDLs^{(wFS)))L(T@3}jAhbI$Il_=~6Ik0d z{lG4VwaM41sS7YkLcWs?jASs~&RX#b2??oXK{6D`12iEV3gn3i{cu?Zn1(QEAZL)< z-h}PJ&F!xtz}xZBUW=>KmKj8q+eQ+$?;MHR#U`T8z6}*6omujY&USp+nj|xZd4i(2 zRZ$I&6EdG`l07{rrRul^&>5#Yfox=9=v#0Wm~FgoTMx-B_?%y9=!E;PSvl=2WKc|F zv{hDCW{JEH3BhF8c<5n-gidg}wG>LHde-I)nrX+(jP1CMoe;xE>0iSQ4bInH@4#8V z1M#fZv!xFRP6(rur`x?Z`Tlf_G4_W3olOGOAUY8>1#~rgMYZ?%Y)|~MO!)ek81tp0 z>Vg+u&@B5a$+>&I?8CM8mY`3aI8aLqJc{Nh3q)jJn==yY6$h-?Obj1zv* zNPNJqB~^dtsCg+afz?c+pC(A~(w)^&o6AtR%YPQ`2PH5YXIscJeHDbgyBV0 zLUPZ5{LRpmNce$I(ex^_TW4D#8o!rNWhu+FdULAjO z=P0CZHhGx_=P)x><(by^^BsYMw-B1j`7Ew?S{b)CK%ow0gYK8mksPTX zh8Yqb8A$9z!UJwsCxHTCxY!y@?uLLg19dlh7pqK^XSzB9M&NzSz#`K{A zbIKISBRfbaoU0@cK-!78pSg0ZfrstdMRvoS`zk6bNVPca{wI*#nkfBf{0ebA49-s6 zw!8Kq9@>87Fn*Cs7ttJi4P@2%^y6Q;=Dd;KuL(}3>lp`c#<=K8K$i12ds&YNzkHne zA(2kN*^S!y^26IIDq30;VWMBobRxmuflmbSsz-u`B-0|Z^hz#__ZbZ)G(T4B<#W_~ z@ZKcqpX~Z_FT?i%eK|QEiq-2Xw*U{EO^>w}396ju3Fn93v}cu@d!p%VH|AC2MOEC= zFk&IeC=wrihDn`Yf0G#pm7T-{JtIeC-cE&itxv%3;G`^DwWKITx{02trs6H5C+LBsi>&? zO)}gr#!VTQDgCY<{$B9hT6oa)EfyM;(m~Y@EyVEs7d{S$*BS1v##j$u+&bO(H9vX0 zmz6$sb9K}DGWi<`T1@5e=t-8PD$dxqyH#6x646_@Ycll3Du+p1W@?`WsZ}LXd3^ML zWMwZ+x*v2HE1N%IV5oDcwfA5HY}GCRe|Zo$s)$>Zdp;*_@x6Or{az)TSW`-h&PHV2 zTf_j<^Q&{qmyZk2{*X`%>zoO|Xs#$?cqgB9q-`Ol|ElqnZ9LM!-If0HYA@1CgNM8u zMEcTl9JDo}wfm+`4UnA91oBpMAD&X4XQSts6(K9ak*kJ|p<-5({9wT=!|R{mY&sK+ z#IMk?E+p4SI46cG2N&GvPLK{REqZ>=>^xzPYU0QD-uHsm)zpf_3U3xpzG~MT%y}od zKSerLZ3dZbQg^7hnPxC6zhuRx;f}tGdX1)saVwkdUevt6FBj2v434$mN8y+| zXhNO#G^)nCO{SPB+Fz@kFj%S?(2`p}6R{>%ZQ2eD^q02=!gxph%AOh_pK{7#`Z(3z zd>wt?5@*CTYL`?x+#-Q?N#n^{(=ji8!sT-H z!Nnq98ReH&*w$pEpC{N)x=_ZSU1$c;f*3;6Vt(lBmwxDC=rY4V?Un^mN<78SZ+EqP zOj)2Q>oGe!$bzh?t)>N1uin0iDt1!7hpX8QIG}0nJF-zbYm4s(nIGr^V!gF;ruUX! zu*PVD@BbHC(RvrvP~NA5yxARpWzCLR2TNLqpx>|S$}#>$jWer?W&KqjPqD7 z=;bHqo29o|QfM}ERbhTrSTz15ByDg%X{%e-QIxWeHvw%=zPt9vRY(;mn0%0hY3A{J zCyv5#qmF^IdX}mgP;}FYqVMvrw8w&V1``${iGPTa&o%Ev=L(ov+Y1&np$)q>M6yWQ^1tMtttQO)@12XMlIFd0jJ`=Mm-Q(vJUWyj(6Z*~6csb~m+NbBDRz626x>52p zO=Vx2oOT!Q`^x!j7Nxf(=`tFtAet%Ar3g{b$}hMYduh|&AQrB6>Mvtws@s-TeT`gcX(+ctrM|{ttTA~`pCzEPRy1vq&oZyUl6^~vMsoLb=bBUsoihq%& zEU#k+!@$vR*dSYey5)w|;OwhcHfV+(EevPNks{{vA_8ZA3PTpYLF62;g~U8BDy+lw zU>6wW`NJJGpF}i6)$Na&>9j6RtLu1~-+2JScU-c@R!J7L|Fmjdi2X0^%}JNNxr!*> zx)_MwYh?v~ZL?R7IGgAqBKDJ5CbUQrV;UCO{=Sy)2mPNh7X9P~Hwt2}x7;Y7qj|DN`j zKml}-wmHNAceS!QEqYr`g;;Xdr$a$Fv@%qZv+o?=uY2IXl>{gjD^Mi(^aXJ0`-;-ZlD1w9{WRd#C6L%`A{2YY3j!hRknqg%`LtH|bXwjtsh9#1+ z(W1y7V|ksXs3*sx?BYL;M?QoPKERLd42@B?v>D;uef7>1X_oz^(Ez!-_35dI%-Z^O;&=e_l#xv+6aZAc-AGEF<4*<~5e*0n+u*83c0 z-$1i)uI1icVGXaHHF8pZp(m~xlwMIX%*kExCR1Da-YLlg*w5%lhS$*7!WB$6FGQ}@ zKV(ZjH!)Kg0!3V8_@4(01Qe-MGn110F)=RXZFGj}F`^4!VsP1g{!mse9W za*A7t5p*OY|1LX7fiG<7)oI|jGHznQf1Br77211K%?D%;J%~{_EYWss%Tq)ch*J{B zwE&$ldCzj-^w7yDOiO<2&Hc=e)OIu<))H1qbrtLG^nMyCO)1mR3dc)!#_*D=G5xsl z1I4oKp7!k1G$J0Ky|F`g#6VB*qJ>{?+SwatCp-No<-!vm1Z1qvm0Iy}?y@q~G1KNx zDn3C|0Z+xgX7p5j)HDG#5dh9Z%w!j(d)(8Yzrc1 z64oflg$=~W&umMQ@K^bso%qhysggEwr}lH>?`8U*sc#ZNThT8cN?a$$Ygve|ULfwU z^q~D*xjVJTXZk`3aronrwNcuU4h_aut2M$M_;61w*mp5525iUi!&a<1XB^O2zaW zL_^N+UXaZ%@2tK4F~PWFI2FKv+)@nh`q-s=nT4(mT+&B<)u@K!GRj7G-3RaecwTP# zBQi+-Y8uz!eFMCap%&i=Y4JoPP>@0}{^(j4W}EB4+JTs32-aYw8O4QXJhyu%H}ysy z0ARam>n4j8v0IZg8Ny(8`yDSGvxs)D%}0%|X%0j7_93PIq zre@05r@z2F`dVWEcPm`ky>%QmQFfXBmiPy+T4S!QWpG-7HGUL18m{zwmU54lO$S~dAw|3kzdR}S zY_M>rn|=Gx6_z;6m0y}3W2epFPCR&c7u}A4PJ2jjkQ&8mI*lgmnfOIF8Q7^$rwxzHPMq_%zH3s%0;D&(mbuJMzmcOc1R6_dH2 zn}X&pd_!6+!~Z3ZRxQAZQLNr>Ue#iI*yj!lD|PTtuV)Mcpy~1QGwbi|A^g#fi@&Zg zDuO587Ztx@nyr5FPQVm>^x?_X|MaOWE#LY4cniYj!`VgB8^jh`XJh&=A~&3>e~(_C zy`hM;A#PVoYi7c+FF6zqJ=(8E{}0w$0(~#WV6c*XJjc7?)b0M$xus_-P`Iyel5~lY zpG4UBb-Voxh$;(3CgAUBi5CdN6~Y=qoZYEl^yUeakHN)&McUe4FG9xc<{L8?$XIZ3 zMk2D_c8%gcbIF)*fy`iusOXsvClFlb+LH2)th9F;Flk!gar`#^|KZT_JJZ2}bN$j} z^s{t|`B>Z&XrpfaA7{GEVrh#~e18D!Chu@Gc^{F=$U`5M>`sKSo8B>}dv$I)ITXB^ zVGNP{WsVTs-MT3ipIU5*+>(0DtR^_RMw&*H_lr?g@CR4hO-;6`-!;Z3-ojt6{{@Aq zkcN&Ag;?hbDpv#D95H+>)+2+$wO`VI;ysxra_s*e))WbZTYcn+XD5xI!Qo=&rRNSw z`Uvv`GG5acd(L3xF_-S1`XNPqqY{E#$l$9S^MupWC=%qpV(S?sGTJmiN>&_j)~G^f zLeoJcx~JSF`}39mRmD|Aubu!*F9*^G4IOSRGzF!M)pD{P39jj_6e>3 zx4q1s4br6PZniqo5S=;aeTlQuc0AziM^O%ud>B`)d&ZcsaWk-niVPcqWghdR71yG- zfvgo*FA^s#L>MEu)ODIxNx%t%#*FR%s3rgDPkQ&7$zXjj1=O*np6+?ab$a9<{HM}1 zTgglYWn*`I&_i6dO{1}bbi#6D!vlgzSZ9O56ZK0q_Q%D4@^Jrlm1YpZvQ)u)7EhYG zSV{RJK|>UpLa*Td2717b*RX9i`_sO%?{Jd%CLa4Nda8nRhSOO$GvfcpZ`0h5{tnLo zYT=!Cr+p&IZ@;<6=JHqy=BgLLAByii-Bz*Nd^0r&Mzi`=+=%m8#;TH=kux~vyn^(R z|3?e+pT3D!K;9f?FFlm;NV6W;fu`V&e4Q1Q+5=XbzSpOUUd@oj8Keu+X!SkM%>C@? z;WxAeX1y9p5`GJkxhuqD#OxQh%=r}e*NrdPr~fWt|7T}#@{9du9$5I+bT$Uotf0;? z?|0b6fopy6QRN=&$VL8jUbg22fyPg@`G)V!%o)2`CR(JP290p#wM22keY+axxyx@? z&$X1l_O_(ZDp1OS{fqzmPsi?(0Y++(?~5QZJY1}W|6H;-Nt7qN81|-yBRi*aD=gQD z=Prhm1)N|hy-YS1#6mhdvoV*npWn3xfh%&M=jjo4y#&g#)4beP`rrEbSohR_s$r1k zgg*+$iAwcvw@R;f7_snZraeaw*AQS0ZS4$t7SyEwA7x)1Rpqws4I&_of;6Hcq9UM# zNP~cgfT(m!cS+|$0Z~y>x}^l^lvYBz8wu&|Ua;VMmgl(lKKq<=@BRMRW4Ia0TJJmO zd}{t8QH{$pHQ?u&$O^vR3Q6mjAC~c?)aM25M>D?Cm1V%G+~ziz)a9trkD(tioSmk( zv^04^mT>+5CnQ8-Za3LdN;=^}JirNvxH_sKqYW{s?@uF%oH$Td#~(J}F?G@A=i%rD z69@%iXB=h``Tw8Y%ZW8lk1esgdJJ0%NVfz>Jt<#5RNR8?3(SzK?D2RuAX{iij(-kTd)I{a&cQ*q*`PY}=&u{68O(b`D_L0T2l|>t|_c%ZJ-WqO`BsoCf z_!qj7*q#avKofM?d?$o~G-J-0H(7%7lxLC-UJP|VM;~Q>b6>F&i%rWRY7a#}-9{dx zhn)>-%=ux2+&RrYGOYRSMy~?H)VuSBfwxagVyuqJwjq973l#!8|6hZ^f2EMeVD}CT zz&%EdG&vpJGKi6l0o+p9dGoaCJn*4Io`Zfa$m^ZP!3pL8emUGqU!Kvo0O?`CL&0U( zgG;JQ05kl@y;)coMLyhTm*}&Ae_&u>;I+!5BR5b*m<} z4ZV%@rjLhS(5A|$Os`$|1#Ku<1tL>D10lZpM(9=@R7U|jMC`2mBy(Z}|MxR-Goh@E z@9teE;Pt?LZ|U6U8#mNw{Xz*G{x;Qlm-!taMw6l45&|io} zhGj&+6Bn?JA6I=;&z{pJoVD^t=$s!BNd-%qBJ3)6Lbt8@mWsT~O?d%&i}rcn8v+zn zwcPKgXfdwc2u}D|CtR(RDIa$R`(yI+yudrF>LQ=dc$>blOZnM$(EIv{mp5ybt<*Jl zF#;bxq@l$7PzkBRs9#Om!%xiDDEX!X71&UFg5Zt0BY6o+l18b{JiAj&R8N)e`V3M; zeU`wd%agJ1bMx-S$`9x9$41y5;@h4j>2t_c7q7Z?cT*( z><8=v$nfD1(E$2y0N|Amr%+hA@D8fa$6`aBa|#2Q)0w^~vX2jIz9q+M2%f ze;8@Boq4DtTrNTp3V8+0ZAZ(G=$u2QtN8^#Qet=d-qEPgaNw~&j9Y8i4-7idS^f}H zBgW8Ll~?Kh*IhTt>-p%Kk5oIYd*=Z(+^qUVI|eqz#Wu`!+^p|)vzpDvg{o9TCtU~c zJ$Ub4U=pNojmuKHF6{Uo!9E7kB}1Aa+`IcmzUa!%(YvRw9SktH(a^qPEvb~yBDkAs z;kaD2G!=XeyZs)9ti#XXt94T^cd_Pgv$45fe!Crec2hU!n-?M&x6_KaVfW43*MUXg z9Co2q$Ni-R_*Ti;Z@+%Mo-3Q-c`5_;NlM4Xaqhp&NZNdZ-6Gf9# z)G6!GI`e<4a5{bmZB}RK}ft*Em&n-61vguz^s z1gH~0IyW>lgjj;!s%_otvmoNbnMvkl4gmnDLVy(lDdXdkYLtbP6rQs!$SZ=b3kag?>JU+4v_oP~cAph0VA zaO9?d%M96HYb$6H)F%8#14!~K>!K5Uj+7nP*Bgf25YEPCc0ck(2ov=5jE4BKJsTs4 z66(e8CIz$I`jYB#{q6izgtZpKU9tgr`a>s!TKc+s7%Tid{V4%f9z`mhfT3W%d^s~f z`O$fD!A1w$*Y86aTHpr3eezMob@kTXE1-4kV40aEcCU2Z3VHt2yqSr=rK+N$s%7zp z!K({AVN8R=?KhuA>0S${rV?3_H=m#~cys6SA9tzfmjAE3-LxXu(;&ZQ`wt+Q$ytVe z8PMzR0DmJwJiJ7?js!Jzb-E0>F1bSzTR`0j1*ZWU0Qs?WM>B(89?C z10w{0$AN5&I5`}bl#~QdK9G{OgT({?NH}`j9!g?*dU{^L04YY}H#c4wFme}l_|Cf> z4wdf|IjUC~yY2>e1DbWWh-ot+@T??5Sg2J1+8J6+>46q6f!wl&wFdmjxuxAaTJbVV z>uaGx_a{;?e8^A#(S2`EdS+-VVC60Ubyh=h3LDJAo)3XdZ|oEeTZ5KU8UVZIgW)p0 zz3;hFC;*UqO+P}`2RVY$&H1x*q2~?7>4(cF=?>B|1n3Z&Rq)3~=Ae@!sE8k->UAqfr zBS4Qw%LamyHv9=T;uZ*Lz@KigumH04nW)(`JJrz}(Z(BSnoJLjncvU6@po^O`KI*H zmB|!bp}vr&m388}hLNwr`L29!mkE{5h~i851u zX*X{)Tk`3`#GsJY5Eo%p*yMbu{8eF!OPl^IX5_Yd?y{KPH8pv)L<5@`NVN>F=vzv# zf6d8~PpjSa7Q%bTc+;5KGZnlv*Z*yMUKcHytYU2^wyveBb5v-d6}Po=UxtC_s!QbBopd)_g|7Y~ z-{kt~h4L{v2T=XB@|BBQ&3l*q5U;r-0@3IpE&}9MuUORVqp=4qJdzilsRwHPn7trH zFwV?EzG|lBraSshL-pW$uKSO_Iq$oaoi1lqO`OEpz=LieCNoJ90H(Jz@h3eFD)+qlq0;S zgn1RWB5s|~SoNhFPpuF6CW$OXBgNGh9uu^4Udp6NJ-vUC1`C7#NK}WUs+p^%rwbFc<$U8 z15g|Q=ci?(=V6_JLj**1(3J8Wb}4+B2Q?3z{|Bs%Tonk!^z;xrogfg3^ip3LrG+kQ zUPowor%PHd8^aWf;5@@On>#E@$7lSZJZ(pprz6YvW#sUoJoUjfcAI3pOJNPixFRL3 zKvwAG)ay(*+PAkDzUgd=GPx0K7dh6KhN$v%%qhpUR2ML>>^}frH-2M_&QWX2fK>>| z`Iy8F>48~FemCLe}-i|VbfYH zg~Sz*uc7Z;modHWNntkZ|FBYN^a)(QTOOpEi>MI6fY$EFj>-ie}6w0z`$&5aa<-( z-Q3)wsTkl6UFtTe2`e{uUu`WT3yWWv-D|tGmkUNB)y{{OwZ)?-dT;&&uUR&hRz3?4 zjI1WkgaMx!xj6EDyDYa6P|aw9BMm{UF%G{;brqPyck1`@3p^8mMK1_;Y?y5hx`F zd7N8^_Ybau@87&h&*FCLFguU%wuTz=pM;qvrK#`l{UC9I1R-cAYiei=HrxkXpFe}J z5HD|OcJ?ZipTHsl1Cdwu48kB#E*o)62k^|fBSBEBfk>Lf&4ZIXOaT)v^!eGL`jkGTH6=)9#Ch4SO8r;HbfjZs+@ zZe=${p0bY6+%(8ZNvDSLGTFgiHCUNpB3u7#yaA7vw8MhlQs|Z5%&eQTJE%wFw=ro& z2%7TOTLS?AGciG%td_aoX}qeE@!VU|hl+Sv)+BRZ`rRoYRGSeuyv4yfX-*cPB)$9R}MiDWk#bj*3Wi=7mXH9T!LZ6I}h^b=CZj9RUZ0C&||l zH~21_r|etBx{?wdr`o?wRgT%Ws-m9N5}m!xD?Z6!Yq7U;U}A0aW^e_2b2pghs}7Cuh_6i;gOaSDVRBgHG07$g*Sk>xQKGq%V7iW`dz2ODoi0Y)4vwKJKjbj zOVwKV0p^At`>SeE(hR=d&ucsGU6b*tw|aQ)wP*eJNE5!c&~4jsp7ZHvlW_3*EO1>} z+jDwL*tzQ6L!9MRN$0o~8eJ`XUFy#(a5!QSgqWlaiMgI0u}MVu0Xy?z2<#_0ZW0Ws$$9zLr1(@ya+8mia_`$5862KleC?RT zNb$!tPP#hWPAoQZfE>iL{zW-Z3=>fa%6~}NW1^$ zNrO$9G)C6L61?PnVYB!np0=8I$7fi&T+ChjN!@Q8e?080;9m98hBJy;Jpg01}S-cv3!Rg#TEdf7Znu+9^G`g>C>m(U>X`49Q+(z zOwM)WXjhN5wOM?7iQN$=m^3>7m><&)1VXdQg-Pfpt_vJ|`&PMJGegS^K52&9zsx#d zeF=`bef@XWgw5R$z8fB0evjhH2fMrRjii6mDwWXOg)$S2_m4^bw8Ao_HeiU45swJZ ziA=adp`d;u?{50MiyNd`Rg@9W32%88SHy*8)1b~OecTz`&AfzE7{=|KjUg~p=sW6K zx?R?`GgkB)>lK3y+{zdbEX*(l`Z8decQ-bM009r%9Gdk96Tl8Lk%1Eu6B^2GG0X+3 z;+~!uR#sL|s}mADg;bK#(@jA0Oy3r8^7;KeJ)B%z+wjKVoav*vQ!dT1}@OWP%^~R1&333cxLBEp)Z9b$vfVU-F0d$MDyd{ZN{Ci-fe!*Z(ZCAqGbQ= z(pv5Q5U!gMMb$^Y{i0UHjl^y2xMRt4BA=dZ6IH|<$)9NRo_Rw>`cWkDrT9X5nd(lc z%NgxsqR-?Zl9t!%zNeUW--yznA`W3VZPM9@j~dwAZ3wwc&q>FAGA>7zb4rHaj&f!? z{uZ%$FI)$!4BaIP!l}z8c%k!b;ef-Rs&ygP!|{7sI;wKZ`@2qHi1;aldGPO*F1@#!X1_|8+CmEd?Ef069-2jTPU zaZkUn{nY>Va-W)v`aO4H^QQQK`*H}OS-~$?lE8pzdBWGa=9+5dm{HUx$w%( z#8Zb0m+1p3LisztQGXzQcu|S;VK0i>=oSM`y536MDVwuG7`l0$g4oOJG`rXAy!fqc z&i^15=d2|wnxpSG4&dwUvYp_TrKm!#Z{4hMU*ALq$P zLZJy+IL;Sl^E0d;&_h;vN=; z=dd3|4E>eL`HK?%hbUK&nmO0Sb5)#Vf%IpzZBlaDYQmqor+#%S3e(v-b--gi#AE8- zQgnbVQ_y_o+ylCC}m1{30{AZCFkc=63gVTSr{=GV(v%ugPQDxh=nD(A21Qj5~+EhE`R@&po*B_w$I<+d)0wwFdv#}Q!IPH8*E{q z8@icx&sb^Vh-UrJpg|jRT+KCB2Twh3<{tM98S7`0vMo1dADqZIs$m}IG1Z5zK~@in zY%gvqj{LL}$n_q4iMf*Y*myDID!(Z&r|*N4yt88)@rsNxMh~VQB7|i4Iw5e}Ynq$VA3VPpox+n$w7^jkvCZ%919-A1XU_gK${>#)`VR^H zYQp7scgxEz>?vv=(0+NKB0;q_dN-KVUSnLJWTyPi&W?)dd$$+NwB3lelF2zY4{jGEgSox`0nWn@0yYn?w7FiF0fSglfi)Fu(p zK7A7n*Uezl`|kqUonDg@%XYTEpt27|ktGY<+^F!a@KfI1D{ANe zT-r$d1gOfJbH=3`47Z{nb83Y{4^14PObN&ao9&4?#_Qk_s6O|9{COlFn=hf;84Y#vY z6ymOVDE5UD?3}M!r!7>5Wo|>=%VuZxy_o6qedto~N=@#ymQ#cgXGt3=m|nT#`C@4= zr?ft~lX3aDMR*{!llqeBG>=Y36Vw7{MsM9(mPkz^wym6u<}P)_ZjIEXCBHQXweiv& zXLf%q`S_n@`ga33R(55JLv`{hL+W$5N2{KMC+E%J$|nmKIw(aV6&~leyw&Lyn|Mch z)mIu>SoniF%#Cuhz+~{DQo(4Ko?0NcvC5Uc4XH-jy{U<2}7VL7j-5 z#PXyM;%}tb6%X@46#nNkKDBG>YiSEx_2+1GNFI8;)4**N^m1d&&m#2O^x}RYNV&P1 zXBMf$MaNG_;Kxh3&B1J6*Ia1h;J8fH?83sDza#PI`aRrukj3yPvKcgIV8Xu_9tYq` zm?$55yz7`sE3&X)C>Q$MHOv&lrDY~eE?&_!TH)nJ_UAEoy}j8%RTh#&^3BGHR>=-6aNdkM7PlF+)tSBiETd`n(dPwUpDK1aZ;Hm(Op1Xx zDahs32fVJPu)sEVh8Z8;ccNw&BZC-FS6xsQx5X-oSHv~|A%#wsN&hYguNB3`jrh| z+l=V5=@wZj(GH<@HJ+jE5arJ1l?7Uktx?5d$5-f@=rOPb?degyXA!Ya+IMn#z1=qG%$viS|n7(<6mz+De4AXC5$^6bCZ1Sfz2^OzI!JeRg~)Kr_)j z#j-I#!XbM|f^04}<*xWq;_d3O@4LQ3K`Pn{8fW&$nuRMxjKAf+5g$}K_>~}SeIG2| z;JkZPjtONf<#mzY^tkn0cUo+%KkJW|&v9GtdWpMYwX<$cHMz~I9+lo&B0m#tU3)oJ zcj#F+iNFBE?$+1hS_bm+MtiAibN&OKYj2tuE=@-T3r%cmEb)J}k}#ziQ>XoxIBGSD z;x(Um2r~%J2{NS=3)jPJe{x+6R+f_rOgp%KU1`xSUS*@>YK}JStQ9nh6L8H-#Jmyl zKR_jl8hI3jl5fR|pOLN!ml2%(%rc>!r zy|OJ|vwW|k?oC*q!r)`MYHge8gMg3bK`V)qlCfD|iGyrPD}-D9=Woa(UT(|2sWc#y zdG%QG;GupyL3!fxr}x(U+=Ak-0*Hv{BvKzSt-RC8I$C4?w%f0;chQ^afqXJnXTlre zc@ptt0rBnEbvrd(`0mdhF;#!cx&HL-S?{jW`F&X5Mxip7{BOWkdjDGN+p?d9Z{I9)HM*wNb=A@TjQ={4@LtX zm)C^_`U;cUF_; zP7{o)opXp1_OkfmOP06eQqq!@+b5@@XO{!csPKQ)`4}krqnvlqu$_1;*Q#eI&Cw%~ zSpnQ-|0|{!GgUY?*&0i)q}Kzc&)vq0I3nI<80fF*XRXKKvCDP(j~)TOCNg}$>dx9P zD|)^!fI!KyavHxH=IH+KQsckAB%5&fc@~BgivnqmDgV}Ot&O52M*xg%(g^6PDL8GG z%JU2l&!J%yWvH!qMl7!wGxA$*L(R*p|mBbNtAgXhzxU&VpP#&|v;}mpRf{^SEbJ z`Txmov0nMR23$6!JYj-dZ1prXxf$S1yX+VJkFd56XvOzV&ffby(X71UnVM91+gy7+ zxv%zq+rDlDuAn>EZP4?1%);wlpicg4Grdl1>|OY$dCf1lej6{m#!}^`GCUrsw6oYd5nyEmj}RuEBehFu80%n81zpD*q)L`8SmNzhRa^^k=Fa zHP2)Q2YUQ{oPd=9{)e|^LY`xMOY8k#YGE|Y8u2=?C>wa!td4So29~ z>@vi$1BgK<5Da;~OaJoe6WC}{iKTo2s^Iw^KzBa)p8(On(Lo1rI`v~pI@n`p%5@@I z2-P=&I`0u$%+2y}3h}3{cTF*~X002qt%5woukD65ll$M`q97U*ZZ)Es@2~}aX_m)N zcy6qTrGJ8E;NJjq01?)PnL0;1^%Gwu+?CDe@p5ZksX1#6GFs7bnmhZE+jeV~znK94 z$B%AnV+9AlB6fuHQD*Um7}>8Cd4xAkJ73amuTfZHsr7JPD;<>6f%}UgI|lO05$BZd zc32evF1l*BhB2{87|cOpNbkBzdTfBi$IoR4&VLRM&{~*(gZ%$Zp&x3pyPm0_lMg@; zgS`d^2uQq355P#c>5_AcTS?>=A?T8(Q1YW6_>Kg57V+@RTG6s^kbKi)2opGj@weg+3(!DKtGW=7F;m7lQK4V0v(1NrA$H$!`-TqOZ7M+gQCSbWKGiYVxKm7V`@WWAx?~>7)D)%Lx z#tTWkom(sTlgs{ZAZ`HA?dDHnL{<4)RI3HLI+;BZbsEX|R%WuD-l@$eYrTPo7gr(x z?lyhVp+sxrwbxJF{uz2ANzmNnGYKI#o+a8A5+t$-2WM4@cC)U zT00A`?Ge&zsbj2iUqI(KPXw*dIe-N|bIfvzA5Km7mvV`!MUjNCgyX@9Ub^o<(u1 zTd7}IAAV!F)XV1Saj?n6+p@N}$gWi$Tg+(neR)6r`+hf7R7KVEO}dG*lfs-HHX~s% zF^q6d!T&%4x&oBB-R~O>v`}PDIc_I-^loo%KBX4vx#zOPhSlA+h|6YU>DA(au}T@l`}=5JAXqlL{jJWlDI5-a7uGw0BU;OX8O|9580d!ggi zyYmu#>d1^Tc~||D1J#M^dK!$l0TH|Pw*smhYNisKmRcsrBwet5Syh5QROxlR2!_b2 zpi$|(C#u+28)Za-aMs$nZz}GjSnYmTktloI6B_%QspSTi7xqgSWl7tS&$b?4Pe}HW zIh{_z)s|M_DAAqLJ9gtmqQ*GK z-hjwaFP?qbpGr$TcQLhdS?t-teas^ z!s=Fi8pd9-{xpp;RUIyR{oc;!t8~Ww+}LSXgTZDyGn`kVUKa;D-jJGn)+;%4~^SNT_pul*K=8vgzNaLbNrIbBov5AAC3e)v~Q#>j<4}BiB7i3KKVNT zg>VoRMI)6W|4ix+!EF6Iw{M1_4snJg{Z+5TE21P71_OUIuYcpLd}#cTnC-2DP|2_G zKZ^b5oDN(VE78}|hXXMu2OmjuL4z3Vx~lC^4i2IlFBNIOBgNfjrkij&m(2oOl7Bkm z0l(E%ZL6Y(`mc{Zz`E)QK(nL|qMxPW@#;VLvVYKhe8=hhOXfzF`nreBY(tsNfmSq3 zkMDoURs3l6LbGLnt1Dk;;FNoZ89{J_M>oD3GZAaZb04g;xl_-+5=X7aS-rKiR7gW% z4A*(u?lBU~ARntcSqZ#48k)BL%ts|DPvF=&MGZU$=eXqbQh}+YR>W_ zW+fh^Sqzz<5$e$Cl~H%C#YzGSAraN;M%y(j=A5sePU0*1H-bMt*!wPg(&*YAU_0hG z+aBv`ROKfLxr1jW^>ZhMbiswn>(HJP7 z*0%}7ISry+<768G)YNi@`ichfebPI7w#Zfm1Ms=NZ)hjsAyu%J8IRh1*>5p!%`_v1 zp?Mu7`ES@ z;%)VfE{c`ekHH>%Hx(rqd`y+1{X;Zp2l9<^6{X70Pxxq47hNyw`6N>jFt%uewMerl zEri84GU4L#_!ak07Kv9 z_7E+O5LfPMdv%QbUb#Hm>=k55n#NH>0W!ANXuV#{l16xAgJ)dx%hr!I(CWNWMDBx8 z_LNiv>x0}?Ts3ASqxV6N(I-sFh@OSzaI!>q{=P%nZTpBx2O6O6Zsuj&-P~uJo0q zIex1S1Twh_)H|&?ZMR8P^tl`G{>taCjBghj<+$Z`Bj7G$9EQOM@ms0tHN$yiAv<$j)r)~P|r}Q zZLUv^Vo5OVQZ9PpT#J_>E__5TLUtn6*-8JUJora@3n@QVWW?MzvD*)B_&kps2!#m2I zdKn(AIJ&GYHG`?e1=rblP#pcjiK8)I{X+O2M(lpmc@cT0f+b}bDDXt&V zy~-guh?QeAZ7QDmro`}Z*KgQK{=#}+5%D(>d4XCn))R`9L>KILBFa}kA&wR(qsE-} zyiz_ZS&ddreZ|}xXq_wyip5tN%ufxFxUP4^a&}al93R3D!#fH=1C&+ci#7N& zD+D)}6c#RzRjLbt+BxWgBGxMRQe~s>$5(B4OM|m0YNLVSAPJl$-1kNut*TMGKn+;v z3D@>;28nfGK~2cDJkdjVlVTPgF05k=qXZC#N8zikIUcRjjJSe!Ch;~#ar~1VM!hJx zoT}AgK%uJ*fTm(Q#@atmy16Ud^Uy8k5!rF;Hz0k^j0Sib#U zfN=^IA`?6j` zz+O6i4ml30?$w*kEOsxhGhGG{h|@~Zz$;?<;WRmh8_pZ`l-dZ?4q%OvX0{iAdIz*S zUhAJC$J-zM*l0KnWo&J?;NQb3F9ZVDT%7A_KGf~;W8f6;bMJ-FOtUn4mx^MnoG4uN z^mj37zGf@8O|L9R?O}jY#5(a9^0b-TDbE}58K4_*{dy8JJV25(+VLc9M{wffXEr*w zsXo2c3WJ*39XX-BWft4niprmr0ThUQx4uPt+B+qdhsVAQ#2?&ilqq1vX&6JWh%mWC zn40PYNG`k;eR>_99z*1OFtT}ttzAo6o;eawXNRnPZ zI|P{RQh1Oirf`{9zMWCWarf;mN%k*4UjktRfm+grSG2#`!Y;?RkPN1OF{TM}OG`@~ zymK+MmS1#Q!dL<1rk<~lXYn$_!qoJm+*;M)Drbkl7JwhwPbNywB#;T8NkGLn<8&U& zO`!<1WA2_z@N1R2Ps@wtloATs? zIXR=9rBTGbV$v#=<2Yl0jQhsSz_`a=ZCHJaQWkQuWheT0X9rT%^8PNEAq|#WX&;=N z>$w9d%k-TLF&CVK&?{tH0#4U(q*BnY2Sf4V?;H{80NgzwP|~?B=K-PXc*2*#X`;}i zryU*+m%*(Qk+}le@36+Ddj7nIv#pU}NiWDcl&9A)-4x;qBA>mzg+L2Si*v~U*STH= zk82Hp3c4y2VZB-ky72tr*^11v;Mjh$!N7nxx-IOW2d|4~+|72p%Dv~dW7wk$B69Rw z{XHcem3vWhYgFq2%vP^C(|}mcL(lP)B6D=-cKrzpK1j=G@$=#L8Sh~$PhI`a|9$kNF&QCnvfN^8 zSdG%!YKUjkEJAJ-Ee*Jp+Kj%+>9-oL*w9w5LYD0;^;@VHTUw3ow)I;%n2+aeMaPb> z?(dezj=P_X?v+=K?|2;?O!#UFFQ>*cIP`P`Y!@6#B8RpZQOi$+S(GwIa&`1{bq-NS zUwqXJ5HgITBs_5*#*)U4VOc5%^-)FRE65iP>*~mZRo7wFVFP5M`-x#gNiW`ys>FEu z?XZkcZA^^Oa~(wIAag1N%d~F&Or*LJijKG#3NKnEw*s9ruJ$Po1Jwv#?qT^j$`bHg zu=}QbeC|!WWyz-EG<=6}-Gt)_P-)li)JEU|(fF~}cie5O4a`F2B5qB9VFLg%2h-Ey z%79yWu)ID&sqMBgV%y<99V7|n^#~$*zU}0YN1F_+VEa5x0P!-?C@yF(1)Sx7_Q(m_ zzqfNRA1ku{o)Nz4)^XyDO04<3hlo(QJC%)XCAhoLT3sElGUl{~Ys+9Mbu&4Bh=k3> zVp8&r&-T`LMnCPy&KQ;bx-UcFeWNau^{IvtMQkF6=l>H4= zA(Y-}H(pa$6ImD#V!}XqB}~3)fH~d$s3C&4;Ht;|BC3f-hCPxdxU$!7t){dL=QvR- zDzr~}?~3c2u!@cO$-0`$D1nt?p7`<=3&f?q_1UEOed&GXu8vja5otupp_6iMIQ|nHr@}Dd>fczTq-xIM0OgjN0`;^g7&L-~=GLZ1kO9AG`6LR$0TQUej^32wY>N z*-DeMv)f4$AU`^TU8C@Jr`YBN_~hpQEhnXvg6vsyD4XXP03vZa&H6JZn5F^CtE_3? z_w@x93d3ch#s>u69Wm`RHDeh>st;zPm9?Bx2og-}g<&c<6Q1*B68~3$wdba61AsOz0-!XgTb~n7Iea!85)SUA@z6>5JV^EumIO{)8xa5iR z>B{fQ7aRQrKArlb{y^7OmAk`c=rRN*0CEoTjiT zHFEWv&Z*k%uk)`}*mg-!j@l1s_AYT+2|KUfboe83IF}B2- zh0U-li}``k#o<1tk-bCb-9jA&h2oe1UR13((^s&jSa=4+wPDN0@!-E7o2`Z==onK z$A>taB!^~NL)Zk%rIQ)-ILG1#+Bhi5pAU{|)z8Dsbb&s^LP~gdvCN7Dx`Kr2QcFy% z78YdZrxyu0ON>{ClqEg(%~UOzO$pa3gK`D!&8+vGkh1DzN&Cd*Xrp0mT>v?sbj)C7 z&SOUoIhpZ&?z~6^>`pg*peLfB$Qv<|jTb@{bO=oq4G%%O&oy3!tvRX7*88J4@lX5>m;g_;KF z$|YkiW=s89o2q@CUFJ~htTZ3i`kG|AuYbekGEZ-qCrlPCbU$=Be*J2_Ig}+ujM0wc z5FuVjW8B!8rvM2*?B1o?f$d_lK*IRdMNUFR|X)h2vZd?*A>?bJSm6IYTY{Av2if@w=Pi%J zALBynU$Maab2fPyon3jKC!aVHdx5V2ujA^-3oP93SJ|))k>hYODqxR;%~aqydhcB% z6if@_)xs-N38G%cj_@J=5JTt%oC1+^u#cBugB1nA4lj6otubol^{|-a)^vzmn1hBZ zD}6pSr(x$=)dE8z`b>1O>F}bgP`la#bhOjRMEcDo)k`ehp|(nP@8=%Su~! z=j}&Bm9=;cn#qsZag0Ov##{rw_cDcR+?&H8Vp>Gk26+#uxnivfC1~XL#u36rb8ndA ze$EIV?=uqdnc}>sUlcLDgkq;hS}h}dzIKc)3>7fHzrN6KmgBzJ#4PRKP@H(bdySND zhK7dbQ&7lN*~u9@QV{dFj~mr4W>Qx)(4G5nHAOBx9)6?VVy(C^qZiIa0iFjU|I*g{ z?c`#kQw2m04|oyiq*5~K@B`u*^fti|8FrQiKrX@w9US5jLd<4RpJwIcR73lgP8doD z_U&*mk0C9s{U})j-U?c|Vkx^EdOuEZ8L$DuH&i;n42Qz!6yjm{XE;7v5SXlcWO=&M z(D7eUS(6)LcJS@VU?yp3n_T);jkxdJ={7@Zn=XO_!ssREY%zX*o5?zK@dRzhVGTGB z-BhuLMS>!DqnEZ<8q!gkd;D#^?~7;bukI9Nj`+`?(Sok4WZa{?P;X}uT9l7PMLUob z0t7a}mC2n8aeM@ev)0bPCIGfv3~uY9ss;32)cGLXU^2eg7w^711l{U*iIp~AL)Fn{ zOR4P~F%){hRNvfK?1S$+RBFo{tB~)}*LiRU_$7RLCr5J-q}UNQm|R7>-)XG`b_ey+ zWFj}A!R=X}aI%B8Z+ij6M~ppVtZVQf0i4@8G0Ulh^A_H9AcAWBtlSTu4qKgi(h_&CQ&O&4=IyMMOtq2ZRB)z1u4_sJ(GH=36UCc1w$WFt^=3N%F;4 z%hRog1BYl~Es1g4Z0faQ^GyA=x%fE;yp#Mq>ZKT!a>jCXY9R+n#&^HrGwr>$ItM-w zHp22o?Qw$9%DD6GPL_e_RybH+Hx8Gi{$e^gdaoql|1qE7^MHs6$wd#0?|??M1HUfL zc{UO@NzWz(=_811J{E~O42_+ z*T_Fn!&Yz3)+{$}f(jE@ChQG3tLS?2WIIi`D?-p|{UV|aw2+|O)IZwa=ySryrGGqp zje8U7-^BaRF=RFO;OuV0c^O_ijzzcVXx9ZqOX7?>ayyankr8%cANbxZJETn(LwN)} z-!MM+8e}tTOs@BS5cpQ%pTq3y61@h^O?W@k-|nFVti~#|QH#nsmAg@gl0h&ZAf(}X z{b+$zy?Fhcr={N<4&MJ%aF<2GUliE?>4jdJ48_m-K`1|K*mBFnxh=Bn(A5=s7ty3PyufT*Y*- zG`elzY`;4-pA;YjCEzFF^bOdK3y_=kVTY7eKimT^KY^`Q&IUT$Ryd5^PcXSG9KnbW zXvax$$uC5#njk~6Rjl7z?0`ZcGHL*-N~3sp2cQ&g2W2X`L*%Z3<*3Kx+8JYkCDuOK z(FU&Fs{br(4D@^qb`~o+J}{gGA#6fIn^pS)#Rt>`V|G2V5O{ww^@(JCz zjAcf5eUysFEFa!rxIi&qeK@*y3^`JGr&r!i1~Tq9c{#x%pjUGFe~MptheEFaYT2KA z2krR$=@pniZNcGac|;V94rAxs&(GBV$1ui+z^DX2<$HGUHJ+DDIVQf9l@K$pS@(nxP4oJCPrp}u5&3>2I&KL+

oJy7ZUq!rP;ecymWR z5-%HbTY=@5D7`VMmM5$wj@wehvh2ACae6%cD^ z4GDe1biKKEOP8-a^-(Nx4R#3#iSa@P`m`}Fj?fCG5r%k(9%2IbID2Mg8Ft_*)Zv49 zdYV|D(DiJRtN-Z(=ttL}TGxiye00l9OT}VA()wr*ak2+7Wb$PfRPpcWc%L^0UMeI2 zb3k6G?9mg2s699`-HWh)$WAOeZb;#F_F~Z7gm5*OSaf%&NDC}lTDrUY9hdvoec$)9pZERq{rdK?e|YSTtZQ9!&N0q$p63|z8wIw* z6{_Uz*LtuzkhJ0!)Ig7zZ#8pXCFj1n?_2@9922$g0yo}8{(hg4A11&4`xdw4ScoXa6NrF-BFz9e9Kbdq!9UJzp10)Zbh#EF>b^h_a(tjF z5AD_HG+;)<8R)ou=!@@sxW9?i|CRfFmE{LJvviSmPo12~36={@dH~`0B6}DBjP-b5 zJ4A)sa7N+e+XFM1Q#ZK01Mz#eu*3`|0s++81-vQY*ljw$c616l``hi1IJVlQZZ_|6 zU^E0JqdVMl4OJRK(L*W|r*c|@6g)XHfRy!61_3^HWIs3&6L=ze6PbTkA0U|yn=bNn zsxhNAdqg1o{MkyqJO#j2XCvC2=`}5!e;qbpd@3O4E|{GPP)b!EFs~v6Si0AW20M&WtlvFxPSABqAyNZ>1<_E}Y)P#6$&|yW`VIQ6Zx4L;{d$o`qY~0G3@` zcyHp;kp+i$uYn;Gf(Bl9nyRpw{Wg#+a79{oC2Xc4m!SlGm;@6aApG`};pF2FWE|ir zgD-0Z?0A_j08S|P7U4c)BqIR}LI~Gb!`9eqg=8w`bGZkmBv3hTz5I}u3*T$dvV{-O zLy3#dF06L45|X(9kJz0QXddZMkWKLaD%tyzN|1`n{4vO1E?ZSpK+pfAJh}pV9p2$4 zAb{AxIAK`BT7<${7$VmKiU}bw;E)ZfHwlPL1BOg=0?>-!XCNhZAWAs{M0HN<|LY!8 zq!K2um1#Ru3d~#-0Qr>21ZUJf95H$A2q;Xff;4gYKx!f5M_3++TQCLW0Mbk3&Nk4| zqq0a^+kXLNeaV;OSoCj7>wn>Gy7%D&=w9Oz&cN}7G95t@5F92!g({s%NhRJiD_}LM zM~Yeq`Uvnx>%y&5@Z_Day;`_u(;(wkLa`279zwv>dXw7%Ki2Z`j>{YdDhQ)9ehlIV zL=GSzwhnd|r^k5zMQlLf$)sKJ0?r~*xdNG{GA|JPspx2EO)C=Ppq$%)&r6C#hQ~p^ zoW5)a$|y`9S`Rfq_AfbtxTVo@_#fm5YXPf>zK#wnfULl$+Ktuu1EQPj z&K!bf@j}poXt=)ukI@eUIsvfhz&VS%1`)!3F1xk@$St@6SDputkcr*e%uK z0Vm+(I&?ZN+MCV8rH}dDT5%!3IYw~@_SwS{n!u&IDYBmT?;pdym}QCx%v*v}ki;6O zgv4|`ioA*kl`cgE^vg#La-gDuITsJLTf6MDuqU?xu&xNJ zBu9mXg`L}%6874?6de{=|MD$T!rEy?68uvMtKJJ$C%`OgB>h4WhwOHkUWZ(=9cAr@ z#PhFjP6o_~CfmPwwt%1rK=d$b)R&xd0g$$-kPsjqe&T2RSZJQp4OI1V&2BP-m6`DWn8#>qk zDlS94P=?=_8JM(CZfkmW;lVz-Tb%F@Tq1ro@iYu7oPfe`oV9NP#!(0Wl~&mQoFIQ2 zIFfXm9VwVnne1<+-!^Mju{{BG_lMOsOL)g}RmnhF;c=J^!uUcfH6ibKOKT|eU~6Zw zE42dUG8F{$0cB;vs`ri&fRhdt0M4^eS|B8+OP09+62-na<4!gI&XvEZX}43_h?FKM zqJQ81w?Iq*|G~=fcj@_CaTCHV!S4K$5uCShaM+Na!G)jUHbf2dDt1#VcNg_An%wwt zB>v%0TVf#Rl3J>UIt$mFFDg{o@>c!~5qtvx{5NANfObcz4=y2A|7! zUr+tW@h;MZg1dN$klAO>u;Mkp2YF8~*GGa{GPOB8hwi#aW-YU#gSj}2NK55LX|6^7 zW)^j6s{*-Ne-!)e&Jx;B<&IWkJ++|?z6*R$w08H`HE;hRKUlz;0#ExG$}?a=SpDi> zc6~ZJb#hfVV3kokT@M#)-I5;C>Fk%#Tew=YHrMJnx5`Lfv2RnAlX#MJea>FG9d{dx z+hkLf-WXY$_^c&+l}o|rgSy;?aqq*;vL3D3oJn{1vD5~~N+)9zUpZ=VF&yrms??US zpY(l}pKr|E?B#H#Qj#( z3nSkWvBlPR0HnRV2_S!Jgs0I0sMWf|rVT*IEi`6%N z>N9po<=Z-RS2*qOP$mtknA>tu@t2uA&nzM?ZOztk+)NIum)t}3mhta?>fB(rLjApS ze!WoC#lKuTr(kDUmx7dHNlMdg1HH0TRjND;!YBQXa&1H3`j?$KG z@org?y-AuSdp7lF2}umYKkv4Y@sOm znJ;B+S9MF)+l_0#-2#4pZGIG(Okg=8UV`U|Y5A0agk0mP=mFN~?d67(jgegWwOQSr zY7?iY-e146@mgQtbADqWp=aL`I_6-Ga)#sCIs9Fw6*C_uO1ReA%)~d6P;$%rHn?`f z=NGp)S8FzS9amNexm^o3@;GE?x&wPVLOgEdMTB4bOU=7_^w&#AL5PHB;64g!-@wAz z%M&)b`=<;P(3w+2JJt7cD{Ox-5ed9{-ItYw#Wwck-4w`a-J=nVTVK!SV_F`WCT?*Z zTzVk@e?@(}u6sO&?7+wDqiT2D5QS~W@lA)S)ek{agvnfY$Ntw3)#P=Zm}Dk@ZkgqR zXT>6NAw835wkK}$$D}$3s6%hRzPHur$esLA7>h^y>{ycrPjuz}y$idlS%z9IJfZXA z;!@ASujrZXX03 zLO6zzPG3e%Az?^MOGEj0*QLW0Mh)K!8-%Mq%QD|U7Kd_m9tw*A0BbLg#vCT^od6cz z&%tX4nGTh60%hcn>?=yaTDxKg+&oWLCp@(d%U?05pPZox#+n%M0x3Yd@7U*6c# z4Uz2!-RP(7_^6nblQDgeVlsPTj9{_XFY}Z04eC5XYn9sA$l?NtMdMm_7VO7@_+gTU zG-(0Fr*mT-;!Qs+$UEtV{c*7cmv)l855HrlaqTitB{NBdclYI!EN%zmx?YAbm)8U- z65*~uf~?2-KvkiaVd#I11t9WCSI+UR!$sSH7#Hjk)y%gsYTJg{qr@Q&$&gzJS~^Y1TPF#_P*rZ6 z?*h~d`hpriloC5bz%e2+AH1Kq1t+LbL19?}6tUQwZwv(#LhVDT^1xaiCj$p%bn3rB ztPRB%lmpPTd1FwieJ2rQR?B=Sskw8wMV zNo6q|>7jenF^qH?w1N4J`)k-2@dTuC95D^04dtJGY&;u24y-knGSUi34bJLP4^)&! zvAils<8AKiNp|)r5aydBwecq6Y+G>vDm z)=v*d%!}fv4vXd;_!L-N*h(+;-%I&+%a^;B;oPQFS%1W5j~J2EcAt2MA67yJ*y4~~ zr~7Mn1FgAfWR4zgx{k6Bnz?eK_LXvar>VYm(6)7aS+Q*z$~3r3!XeJsD`Iubay_e% zr&V_O&QrCm4)=_R9J%(gEncZjx=b3g^QOUNIIiJm1ciAx3lv_8kzGJC1(pUyrx*w$R5>Fe&%(vdie6o@_?196 zz(=gZh-{$d6GI+`*$2M?c~)Mcmx=SO7DCN|WEApHVPH^h6zB+{u&mv36U3Kx+s7Cq z0TRlk{5M9?q>AJuaT9Qb`TIVx@ye|cf|*C8&23YOPBGG!N_mV2@3aI!S#UX6jRLX# zepK6YCRrX)k`m`=XK+n%x`;5wd$%3RuNp8X_d4xvEQ@>Xi~;M#J07GkmDQ$P2Sl+o zFxESqw(T}x&G1AtWb4JFM7-uu8umk#LP$sme{Ua=QrHohEiV|Lu@@P83b5XJ=1>zU z60!S|*?^E(4$_@R`cc6qfNuX$6#P2CY5PYEbYgfV*Ioy-3}wB1Pa2xsQIk$yOB1kb zE)v_IOCU;rnb_in&Wu;i)m&bB6D@a^TfQf&h3@(^y>6TBjVRaNs7?@~V(Zn9=Xge- zVO%9*8ed529M*WoG^sN8j?6cCzBK$=O`}aVY+wrBp62ST#QbwV41Ld*msoGN+>^e( z=iF|3>sdx+3o{RO=EUNn{Ypx<#8jg{4zYSvQ9O3I@?u4SFHa$-gkfUStB{o7+0@gs z?XHiB`XVPOS9K$*DAii~;$oBTrC2JCmIwB*)f{>cci~ge4q`^iQ}pJ2hU|O|IlN65 zE*F|+Qzlw6FFY~(V69C;LmnJAO_s*-fxo9s^4dW*u4@^xK|#7()Plku@rQtAjT>AM z(=M5%3njqCT1vfu2n4#t6clt2W_}{|E-(@YARd7J_Y5gMAvY0Ty!|uOI3q?D8F^p1 z2lNzd0%Q$A`Sx$t&3FO38%X{Hx4eZrpe2Bjb_k5FOcaSUphSf8+OwcvaqK`Hh!q37 z(iTW(2;bqd(;j8OXaobQmpZ?JdeHXEvVxm32HM0y71e<`IP-W9_f`=tALKI(8tjpW z%kQ=KUWMMVnR_(&#tfu6;3vvKo&oMbG>m^XEq7`iYOX@qkCrIuU270w5tVHgBBv=3 z2T%Ya+$%8Pwoq6{LWL;HyL^l>UKYZjr4cHB43TL;JH!+q##Au>#oiM^^T6pb3?^VI zawYrDIF$R0Nb?3_$q7=BiAhOrhJ3WVU)OQ>a8=-N)$DM?ta7`_%pgMTjRK@$sVSzBW8Ev6tZ^rW(YEwhpI*h8oWiVfb z@E%hGN5HehZLqBsA@VWkyro{_%m@}e{QM#GLm~yU5IDjVn(cCPVwW;FyA}Pk7^ki6XzMK)!-m^Z9q`3%2)F(W}YU)JD&A z5=-0o<|vMgSYwQIrz5|sX}uX_Bj99_ds1`SL2-0ci@vQ64#eH*3;N=Y6;^#C4EM3hNG_VqL(-&;(T&*d4&Lz70HH z7|;{gY3|3LT@SaT4!0pjJqPg7@`=^`!p3y_BqHsAkKwZ|K2-Ir5jSyfGEp}~PmyD0RLvO!J~Xix zF+x?pC$$U$?(+eS3%oCRZMkmgNZ#$dc9}SIInaY0M0syce*xV_SW|pnwZzJB#3l-8 znGZX|Ky8f`B1tJYo?3FCQ8HPgsj10oE?K|AWgFZZi@;a`C2c(8!jDY2b(z5=IYTIs zSHSpdn6$==p|nt9S2&ik14!PELdU{myC1Ng}_OR1y5+3bWdU%~q^q;0p zUH8N$%z(@8v z;5|p+7=hP>AVAeLHhn5BHFbA2>hSyK00KoEl>#1Y=~LT~;oY)i-qO4E zKz<@5;3~{KwgDbpVU*}HmtV6mCIxvgFV^Ph6kuqp!s0ZeX}+LJ^7Dg@oWYGfb)3{0 zc*S2THPg--pbC(wMll$0B*cbJw}V_Kw=EYZCKs_5qQ(U_Cd9}Hq7qa7iyv7}6j?RJ zEQSHC@dEFLu>OFd#U%~yrtbofl5fPcPq_$yL=Oc4xJ%6vhfXR+Hei>^refb4%vxz6 zJ~~800|9~q{hmK|MW2W|PZty!x^VL&izi}srd<&$$`Et|Fvm=^F6xA@#|SheDzZE}Z?en+TbD1|(~20u=={Y_cO(Uj3u@P|+bv{a1i% z5Tt2UG0{R=!`d=lPdtkFd3wriWzU;^Po!gHG*DLLH1_Od4Rmlh6`{^RIrfE{pqH!5{Kb`gF(q@=c#AuXh?Y$a4c4yEGN9GyE z1=asBxD%6gtG}*nAfU5K)tfG+Cb^1&{*2!Op4v#}N2ciQN%H01$2Rl};qQiY60=No zcf1l-XzYE8VwNL3 zz4nMUKQ<+>*HBC0C5y~`x}I&6AHfj=gJ*EIhX61`IWtv_*l1uAQbA;c7Ht&}s%v>)G?&u|EUm7;Q(H9>%G+gl7%31X$yGVVA7Qp(dzC?| zsd6VuszHoAV6p~S14zsetSSrB=U}$+0(@B~C%(zzyv4j2WQPLVOFO@Xm^>iOz|BIT zww~N$uZj4hwH%-vm|pQLDg3Z0egadA*m$r7$?h0Rt#PE3zy)bg7t~wGK0EMPvJscc z7C-h%;rWM(57bFgf`EnKH^nf9!{GAv@EsR``(=Lod~n1KuST5Gcze1Q5cv|MxG11X zo`10GAnFi>o|lO;h__1MaJ$9O(n{GJ2bD}?W90V+A>`-sc&QLGs$sX>7gXqkI@Brw zn^%WX4&GzUvki6!Zy!i~pS{uJ@gYp`+W<9&m?^kGS3!Q~-THMvx%nMp|RZ#5EmC(P#PgCf~( zw&tuxR>vPY+~QGhFqT}i@7|QO-U(}Wno@bH)tHp%FL!j#aGGPRQ#OBEEXSN#kA-9> z>4CvOtb2t4(QM5#YqCwL*p_|oQ0iGQWY`~iC4N@enx9|^eGqoqniLiE3ui!92A8!p z$lo8d9HzmXh+u8Y=DW2-(e6Z42LLZDp9r1X1%31InZRz(+H^b8L$$YZf6+-Tys+s-ye4TysXQP z0^o7`q-NOMK*B^g7y{hx&|zBxStuigRwjH4f$kUNCA8djhC$wS0a`{_I-!COqP4c& z@NuT7EHI6MA7cy9&Nk>M_Vr*pFtpwb!CG9p^YmCS_%eu?W1OR#K*g|Ja5mz;toXM1 z*pBruv5OH>XubeDMjLUC&3tbZm^M3lDO$BnkGZOSwS0XHY3};t_|X)HDKUj?ldA~? zinm?0=!$c_1#(6%ijPy&2i5Aj(BAM6zCc1A92Q)Z(qBSPFK_+)+qwOzceks@L^84l zRS&7V>qZEDl$Xgabw)p@x!|G}>;HBrn=(I_*iLUFt1m8z)S*XJU$)n;F{rY@Fs9cb zgHqq(S%^{mew~um%v#;tlg#DWj)MCsceKow2Hj$-&KG(V`D?W#GwRFF`}X=-q_N^E zUQeMnk}7f^bt)9V=(dyiS+8gNd`RM#C+xxtvUl%X9JDi_Q}!t3WLhLijItUHWRWEr z*h)SicIU@d$q`PUV>dN=TmNAT;h@945lEp3q2}j`E|~ejx75|*ypao4izZ-CkWY6Z5RbDu(j)%aO6Y}} zY>BFbEK6=yX7Tg$OCr8CEXZz{07M3dLS_Bv6!?eSJ(tx>LW=-69xk~Hcu@%)oK1&O z?O?*Q!VywOJf6k8h^+(|bHoS`C9gy5>+TFyUprig0WNfiMTn4%7{#v=dP68S2d@-> zj$*jY0P-{3jaBL5lHxtIgR}PPI02VUC4_iAmo&s2lo7enTWh?9V`XeStK-YJfrxSi zeWro2XJ^!V&(3TkUjYPOvJbM+IuFt`Q;@D!7hZu<6HHQ?+;hm_FLdF zf^*BKtnlhOxI?jU1H+-bPwy{TQw57unexvNFH{tpA+Z1l8Oq2jg6#UQzK`EVlzDE? zejH7a+pbLFTc-_@-x1p@^V53LM-(Z+XhxC#p1X>9?l>!TJGQUFg`PNF-=yVUDLf{a z4nFUBLnvUu+tUMLZK>Vz)5x0kAZKu3I-{HbmLX36-MOJ?YRG)0kZZt`b{L@?V~rTT zpb8z(JYoXQUicRlTcgl)0E{e1g5+5!0vmPb3vI@97AS4N_5XYr+&?vkjdl>7_Q5k@ z3*PzGi2^ai3=P&GAY{ObG=Bfc6a|kB6jOYVpcY`i(7&G>=m(nyVkII5r}P`oR(_dJ zEN&Yg77xeMLGsZ;ygDrT^8o(FB4WGX4!0oXq{D=axR^;i?3$x%fiq-w#H0W&sxtib zHmFW8Xe(DhSfc1e)5(>S9oJ{>%-9%BnXfk(q9O{ zeu-^=j3ibj!`_Y?QSEQSS9nmnGOlH2)~_)^}!0cp)) zMoIfzZF(J_3C+7)|Hd{Nwf{2BH<(g+OwgNWT696uv+ z;uO^`cb9N?#ZMq69q4)jjy3!O+@-S*l}{-^g#weFuP$#8MIC{H%8=WwrrQwzGa%fH z@Esz)BP|#39>u)L*1@LGo&+c!DYQHLeaIcH1x#T1hg4$jun^av?Kscg+XFV6mM~6VBXAjygL0kBHw{n* zXAKTIYsx1ZPkhAc47DO+kP!2wM2P7z{Aj3{C3u{xNmO`2JBBXijrR_3jS>?9poNfe z0NXqxzhedQA#WNELYvrhbVp~WoPuGcfn`SuVxfSw!FKB{lsMLDqT9 zWmy2kfEw(e?aM+rbPDuOe8WsQsw|H_4 z8zJp)fI-u1J(2s=A~wa_TPPfTu8nBiTwvb3MtN#sm*`xJ`<>W`25VEt!>7kk;zyvq zqAU3vb^FOzhyl03bc^`ffj%oAeoHGbF#=+9L=!$dHVROL=tR$!5UPAtIAa|zQ;Ve0Tj_-b&0xqIY=!DJlLTwXl&{Ux8 z!!4o7OYjyCk=@5@cl)ehAc#gyAMdd=TAn1shJn- zH~_phM>U49_?~?fb=}g&q1Xovm04))Bzq9u0sS`iU6~Wxb)bap~nqz z+MzX{*VBY+f1naJ1$)bD0noBdZ9O@~AY=MOqQIB_nCY>e-Y?3^`3{M++ z&`qUymECn`9=zq&zQR4Ghi69MI!(Nii}6Rw{5Ia5-Um17*4~gTMGI)Illz2N+Wnm9t6|NM^8n|IgN^Osos^i0ib0p_Ya`X~5lXz#P%{O&iw*`J zaCB~itqfsQ!I=ZCV^aO;dys1p;seap==5yi#W(29fPfj|HE}y=OXwa zIHvg#paDQ#0PjMl)+ZqZj>S27p*|>yz@iHEfqu#!SXkmifRb&rg{MSJ9}2xp`N;am zcISy2F|zAGU{HJxsWNXJ3DnTxA43MECBx3U0@#3B>dQ}N*o;yL+`#)ItFxVwnh{I+ zvnCVHbBTXS$wa8J!2m$m`u*Vwa3RWqtJ5ZgOcrfUU?>aU(8dV0J_s=3zS8pOM=0M# znxYw>*RvT7LWoBadi&Yfsa?`z3*LR7X1bNBQR9F0@Nv&FCG#w#z*umXf)7FnGj$FQ0m6HQ@= z;U_htWCj5C3~*DhKx41*RV$sHoSgQ7EAi()+Hw28yKn#f_XLA?%Mb`dI36LJz2N(C zg2a#ky|#nGNfzMt2Ak&y!t}Nr?zO;7frGC7cL9vzv5a$iSkj&v*Rbl;&61!1tp@h_Kc&P>^bZVGp9@d*D@WEl1B&izgkUaJuZ^+WWh|@XwqG zUC=|{FLLqDAGWr9sot3X&_ek&&7=E|_ zOLmlRHtGxt<@w(_(0P_)M-0xXQifLA4DC5z)>w#IJv`l_dWA}vTzgq zO4>nO?6xv5?*n!gnFycT4|3OoF8Mm}1x~qB`-GPbcwDakbb;#zO}t}~{K}fSbLXku zUXJKj4Z@*Uu6Ef!%&)HWu}m2nj}~oMNXa0| zUK4+k>B?m*+_F z(J2w4*RB3IRwHk%_9dP7JNkO5bJ99`9w{cgRa&52xOGNwk`5V|0=^?xQy5zGpYvqu z&YXzez98g$%w58=EX;lzzkPuJCQkMP&hH7%W#LTmO?t&jyv3upnO46#?!Q+#a5)?b zW14>21?o;}UP|r8- zxc{iA$&)g()<0ap-pg6&2=042_HAgw_1hd9t!ubGq6$7*ba3@O?^rmf7@Ls zWi)RImZp?BlvT~Mx6Oax=1X=oGqwp9p&H*se;#+z(kb)p_#`OB6IeP# z$rnCRs2xEW;~@3Kfnq(W&uT0D)Mi#?SnQTz@$j}>CV!=Kefebhn#*^PSSPEg_F0{! ziOu@X{_V^9k7jhYQ!%Js3BDJ?ZRZ@(m&8v#Ki>E~0i$8Ks%Nf2dl^UMyJycy8GTg5 ziyDh-$Cm~}aq%)do7@V!A9vp`zEViFjUJ8uRv|_3Et+XEHovTSd0~;GoQ(Zee^r?V z9?sjL$EA!aN&crs1Ni0&!c1KI9+t>d^$}F6pda6BoM$qR{eo_sdZKQ>wRYRA{B_-t zVyRmeWLuh~=eaK(5${^OL|m!ly{w!UaYc`qC)g;SF}zp0aU-T?HF<`mj#ohLpht~L3FJT7Fb{E61HNMa+>BX~6CAH#KtQU_TlV~pj+h#YMj zb_vhvZJLK%bCUFY@qo&{Hr1fT{iD-K!W-5P>Y5#b`?@`76UZ)+J-Fi}?BL%O8YgVB zxl$fue`)H)-l|^v>FS&P+`QE*k3){JxXZ4s+4( zdne|vNV3-~J~8`waZPSo!5?ks+#z{5S*8+Im@wqBm2kMaL|oc0(zfZWtDQ1F4^w)O zY=+nQ|QpbG6D<5|po6ouW^+Y&XKn70o&%TkBZ z#-Ah#7Jtah?uaUU5RV#Ex6Ge&`IhWzE4`p8lv>pA9@Vk(X3XV)YF#kTL5$9hbi0S| z@_kt;pd>uPudUyDrAs8atvha!7?>;&yK!yMAdggzN^D(s-Q2%j*y;QocNXkP@es1_$l6a29wG8^Rnej4571~;)9P6%bDG$hz^)cDeN{9jk-B1R~o(Rr_0`^vvDJvw^PN-L5lrmD{*WWez?hjdiSAf zBXx{^ZCDqbM2WjSUcwVarG5cbJ`=K^a{E1rlrryTRZ0!@)_B>K(0L*)?siGa*Nd6k zuGR-&BJkPUta5^<T{Ja=Wx&U!KGxVBK{mMZ;Qcr2mSM zi=k!83&%Bc+?2p-_OKefmcY-&!xHRb>shLtgKu_{ixg4wl=;~e+xX7X1Uyq4&tUi( z9FJe_M$Id(Fe>2-comq;UU6`C5t^DL95OP0o)5ywYo*E2Jch0Q8^zR}h;E87X6@I$ zVkP_PwDyw}hDVDjJjV98mfjR)Ld`*THQB*M;ivV_Z0v;FUZ-}rg3-8AJ#luqpzUzG z(pV~wr2FKAXqjfFzuubp_qC7Rc8BQbJ2r7z<8pK#8_N0C2j7y%5$W~6Y}FDmmcY~B z$m+f6t%#S_d;D3p$WdHFk~GKm92%J_kdUPS6}dGplvl%Fa_6YF$8 zhYa(PJGa~OVIMI;BbV3#lkU2%KGFL$eey)S5so(wj~YbQ-X7tT+NCsO>Wo6q4PQ|R z9&GoDOmg#hO5?zPJ?p^;O4LkR!i<^NOd`u)C?YC`ylsAYU3t?-sAzNTs>}xoCOLQZ zI835UIWK$Asgws)`{vmf(K6Q0dDhHtCQ8VSt9Ifx6UrJfc2+rPuFF|`vK1`#9d!A@ zfL-`yG!}ez1sUy#hb6dhYYM>EG8_(%MJE}N5;xq#n9GcWe7KzQF+$}U-~E$s2V0e$ z=)2x~?O|J&e&cmzkHOHSS6M%E?;XL(GmZ~#r6=w-F~*{oMyv-#6n$0eHdW7cUeEP3 zU;i;^Y{B=rabQNo=-n=>seR$!!S3os!LS>(gS_f+XM#$xqHCRXX$d#`har#I?duAI zsY8wrSe!1{;pP<&-`Vy%Qz7E3EG2^SDeO08>&P;{5}W+(s$W47<+}ia?vu_{Qm+R@ zoom?3Zc^3p@4fiKgFjr8?A?p67nkzf^4P%Jy&WAbzC=Mqeoy*X&3D|lQ{Cg5hdC9K zRB8m?;iUKvw|^e`QiPVdA-S@_5X&)E$-!z{mlqa_7QkOtKBpheX_>|^k|FhYtK=Dck(aRFHsK2A&YzL0j-RWFuQJPbog&ch+*hvHf z6|=WOv{wDkuO1x{da0eqwk470G*7y^aGK*%_6HHXud4a6@8ZVNl&3>EIXUDBVRCnJ z7Up3>jU3Tdu;Xm+ik3>z%FJnlN)>hd);3e=-!qA>3SV)Za5r1Zk9G1fhg-huf(u%0 zjaW5<8fZ#Na@a{zKYdv6DgR13lf!#Pu&)49>3`#E@Q+lz+RT3DOs4LmFW)tty__j{ z`_R+jiYIFsM5^MoPncyx*DgkeJuUJ<5jumq-D+Z zTwR0DI|Hx(sInN%b$Dc($^9aRa%01wU(tbazP`KalcH=5gFa+i%l!K-&))4an#OnE zb#5$gSmj_beX{k|>OD981$O?_&5^H8Nit0r4Majxt7d#;V$H=k$*S?r%TZ0^hNXWK zj#SEZXPv4^eVORMZP!Pa;vmg}M zlZ4TYl2O)Wsj)wVRB^0WC~S;Bb+F5*DQKKd74G92UhhgsDGPZAF5^~Zz1l9ZYpxqr z%UCTs`gp?P&)ofv^{C!Hwllwd!)~X(@I;rs8jC8Nc_i8vveAtpQ_zc;Wvj!|ko6?! zZJ1x{V#5jd8H?s-G2M30kP+QOCsKX!@9=kV_WQSoN;(k@gf)HUweiH3@Khr?-q1@i zJ2-jxafAYX?3vz0f_dLoIL;^3Xsv|#NqGm>XOgh9lqxwSJ+jAPV^sN)y@spw@$>oz zQo(aOH?#=O2o|O?kwf3a`DY6YYex($eN!roNl+`vV81=6Vz&MnMWy?1Z6V7zYtRn| zVsqi+FGuX7=$uX;%b`~z6i=ofTn|xCpDqoKb97gVoSn>C3k_L4+>!KrfQKCn_^zDL z&HWYC+Zq1Q2Gt}*{%YNd=g;&>q-{g6sm=GNf$!SgZ7h-8xHKJ=#8vZBTl7p(m1YyF zSEOaKd~E;T*VC{6&UX
B7K?$^WGw@q3-l+<``G}3*8KEZ8SyB_XB*sr5WnV`O@ zZ1Ao@WPD#rIbAPQZs-hO+1FSann-E?cL8Vu$-;&T8}?P!X!H|I!?77TZ z^?Zjwj`=cs<{0+v->p6Wqn(1gkv016Ynwv`Ny+7F6OX>|&3$Zt6c-a6YZSIo<6G@l zD5g;pU--4fNL2WB$=M$reg+;YKQgPypM(CZGHEJ|9+_ij$c z>7f0Uw$u%U!hs^zQl7sz&j0Kqi4_p~$mxVT_2wUFy+2Jn9!CsD1WuAgGyILl{xBhb zZ*u%-oD%N;%V+&pZS+5$<^SXVZx!=vgoo7sv)$^y1{}h-7A%Be%m25*p8wpp_5b5v zBvg8%V>8*? z3^LJ`WdI+p-R#R+>k>VJ@b2Z&T05fC49i|v7Z&JEhHqHKl><; zZ7DJ3cGD2f&RC%vxeC?9mz6GJq{aX2=^LcpL2qklSIs!BrH_-HSUWULz7U)AY>U9Y zjH~sAf(~y)6fUvSw)jo?oe#ps3KZ!Jy@8k0U!r;s)O22x+gB-i+_HGEKWM4GMkZUT z-Tgy1HIvyK$5a+_nVZK#!b*lx2C*~wd-6+*K?_o5&)Or9CNq-%cv@(YO1>8SFnK9? zWu-srhmA*i9@}}z4`&2z$^LxT@thtS@1Uun1TK;UA}QjOSoKTHw36OpAq?SL6eEnJ z^)&h@vGJxv$vx+vkCct>e~>+Rdxx64H{83iT>JQRL2$fEHi>-8NAJ+_M0CMHn%IR| ziIFbv2ET{Y`w=TH-gLGXDjVR*QXc#oVMqdhj5dMxBU8gAozry9JVmY&vbU6e=qrT~ zh;zO0zfNPX9XXzIjn*jpo|4sJG~-#7*~teb`nmo3oMMj|MBE>imDrE7Ul|my4I1vK zVUG({<&CfVJuf$?(MOzn*#2j2CH{BwrP%K`dOG61H%i1gY)R7#NZ*PXo-Svk2&<{; zdDzE7jFWfi=V0G=jt`QV0dx4>1zuwMYw_tE2glWO{1rd%qSKr!s~cgSCOq-we~lo9 zKf2~v&!g1Duiqhg=9lc{aepkID()MOpK2>3=j_bmcNmlEj?w%tW!7@Md!f>- ziZA98BxQ^kT1#4mTttTE18qfMHmDF0VAG&O|Kv z{YHE25aW{_QWf43H`CxgQvaTb=hI3JMA60mm-tlkXkPk$&tOt86t@DYNYf6a$R z;zm$9`7!L5IWgv>m2lrFeAW>n64W#oZT8(o1*P1R+AK!q-<6-noUc)rW0&AmcRHp- z_nWMEm|^fxg!+yrzhSY!yVybpE4#ZGvf$}Gw(RR?vMwaJv?QZ1dE7~L*1SG6F~HWE z8bl>%NzLkzV<35iipE7rtmFBwl%z!WZ^vd~`NZi`EInJ1AI(+2;<3}w>oeCg?m3CD ze@mBV|3-W@NGF7+)idSxktv@)vwh(?*hG&G?bAn-E~vb`aQ&tQ<{S) z?qFL5!WB%)C!=@okK10&4!+-&*a_d0;?I=M7>(BG`^T{ptmFo2gYRzlWGiV$-y;)` z9ekcioT7a)i1UFL*J|JAWoMn_@wWm$sOz;g^vm937ujU9mPL;mi0`WrY{n0D-uxn# zvQeb1YFesD-s$lxfTjEu!1DP}n&IJakRDQK^0`j**AkgaC;Q)bi#<{G=1Qx0;v;VG zH@r^>)SzQH&e72&jg~WyGfE`uy&%}WP(-p%q2gwpTkb1m@(q2Pz+SUbHu}h)3~luO zfUjM`+CvOB&gZiM|C&zE?aCx6qX*H~2ZG+Yb4fLdx+drP#B3`gqmq*Iuh;XzT}dBL zsa;<{Td^w;q6wnWfg(uf_NeuQDQW{oAb8l&7nCmM+B8eCRmM zjW1hK;XLSECsoEgj~`q5s=YL9zP1$Oh86R4$ZDk#4CoCeS{HXP=96oVDiY!{_0)ovaJ@RV%-TU%4HZyI%3 z30$VC3#%eek{<0=IvpKm)*iEpH#*8O);@vSydN;MKq3gkOsqk@0=B?!(;rN6?JGht zR~9Ax|M8<&&PnKgxWs+Ub+G?YcU(+A0RhqJYw)H2+-cz1$CYlov@mLfi=~A*(c>qg z`>KHa83YfG!0U-MdzgniK6H%n*ZSkZ%=5pe+#8Udh%UYUYp;m^J?=JBbpU7n2dV^K z&z|e4;Mg7C=64~xJ*f>Jj@~P<9}(Z!Z;qLK>G#-C%7JpZ@P@9nWubM4OnX6;mzhj@ za;}cRd5(SR5eh>c6uPikV`?#F#MHyKGQIGP%KNB$g;$+u|6y~vJtrY^U}NLx>=D;J zPlgwEXy%pJ<2E&Y>ELUXyE^*LS(*SvU$r~_inuwA7c3Vu$5kRRog8h?$D8J>2pRW6 zx6I1Lx@uJ!IIEO`AF0@lqm^ghKkxIZar9neAbL-*s~#UZOFk}`_anV=zjfk1iH74| zSmM4|Ny>FSpACkL>sL)HyX^!bPg9!0#$1s6J^DB0UfUxlsyuHC8kzj#*NNC0H8+gf zU6qZx3x!lk8(#!+QxMw$+Qvn`jAb6R1(&sQ(HY(@^0(I zoei`~+U~JE|HSc2Uh0GOuz}jowA>e-VUaP1Rr^+#uBh^zRo3EWRHH4c*&IXo$VEqrVO3CJQF*B7sySt8lSgcB+ewq8~I}6 zzypTnH8lzmcn_u$f8IkaZ5jQZx7n8WYR{N-g+=zna=;#kuYhfDULRNL0PlRil_!~u z8DU__&fOvcAJ)FWWNFTpz7ov{H4>RmfedfeKjzEP_1x`v#bvOuQ5{VdyAY5rS5T>Dh_D_Fezk9mv@B;#R>gyDC^uEzP?LXQ{@&djw*UPtf+T&0wc zX?7%6(xR;-95l|9G4dkK5-Sx;zO-P?<-Q(fgkKcl$#Xq-Iq^j#MfMRKs};ebGj|uB z6o%LjZ@ept==7G`r|Pw!|C!I*8^VO4hgdR|@f*Bmlt|&y$2{X&l71VnrF+?F?Tej4 zfO2Je&x;u)VhN>@DenNTH;fFf9PD&Ogst=?&q=P$=5gjWW5skzh=qry!#}eZr34HR zm)MuRUJm5MB_s>7qqO?;Pcd`cGq&b?f1nav8CZBS;kkM{%GdaHqsz2t2P&+bUQQ&; z^kekErX3GSImdC`xN5S+nPuVO*j`G(zNf0GcnbPww{EnSe=~*VYRI&nzoWR4>gA96 z$13W*I^Tb^ADHOV$l$K{q%(D%IixedRxqqdf>vD_H6JW{d;YS37EM__N%=m$`&U(R zYb%=Kmk*{sk!-cCa5=6woIAI&VPkK#ieBTUKFxtit)Nn+%r~L;$~DYQzv0Wo z?5dplEtZA;r!qrmJeR5c&W5gYM0V@_R+Jk0>u5^O?gIWB+xV*Z!mk#X;|WVWX|%3atXFJ&~( zIrikR5Bq$cLLI|U)IK6Dkz*$QJ51Jc-_ZKku&$IrsPE$-_%=+Ah&?gGH0!{3q>&&x_dvlxJAq8LAvr~JBt~S?oKmxk z|C%dq-TOngTW$W+tiM1N_U1nzu;W;o_Q4rE?4F1U^P_2?4DFlv4llR*D9L-h~nOHP0(CqA$42l|OMqMeO$RhaGAk1H0;3jGMd zHLFf04y+fG!$|YSIlRcYqb0fL)u}il|F|+Ards5ZQx*28^X00oa+@X<637Wm9pNV- z4BN1)W-0YiuVb9N*lQe<+H?*-I=9Tme%^3ws zSd@|Uyg5)@?hSe8``#*I=YD7{6gw6wTl1VW-UhNwVjd3$dGP+9U%pk`JdbV4Px0GH zLzeIa>$_Li8N8|<3S6OG<4~+r>rTwr<2-rvX6~?P-b`G8_p??eUF9%OTTFb^`LObb z5kKW-XSTRNG7!TJ5sZZ`gxA6(V%coZ@JjpvB|(z?XfMK+NMl|J)<9-D%g4zn^Eh&cq#q-3G03t1u3%$2D}K9$>CbQZc9aEQ?iIwzRBA~`W3v%3*;=YA^vs;wbO z{`!yNp}WWGu6(<*ZMH1}SJ11}F z;hX-Foy|^8wCshs&b`jjW5oD@ONlJXi9%-#(dSWm92Nc?S0(p5b5ruAJ-;<^m=uVa%V>nl$%u=?BuC1gwhr2BHbv2P&2#->gXRI4Jof9l{0oNj|2OZZra}~r z!%h0<_5X#FdtDe(jOni*SX3VvpIHr5KBO|#V8gWiu+qJB;?AhcF?xoY^@AA6Lj})~ zgR^zU@td;R{ijrdNquV$MdEv>&8}_B8oWet$JOqQzwLR`v;VC!&)!T}gT|S_P(jOl&{TI0vl9#7lHjLQ{_K1eA0+VjAS2g8rr#X~=diTMmUMVhkMC105o z>JcS(eCq7`KdgOaTvYA$_8=-HAT6zQ2uQae-5t^@9Yc2;h_rNfclQ9&4MR6dmvl?L z8$GCx=kNJFAKq^R!)D)ouXSD5T5GwyA#ObAd@q}>1W-%V1NlQipmNclixGgqrfzbj z{dC2W&=*9EQ+-7jp2)*BYX2C>=;wnbTT^xx-C{Jo_RL*EbjNbK^CI8wNSUo8 z*19F*Xd_b$N>dE0SPPm&ZcfPs?TVyYP81G-sg#u&*AmLY(@;K|4#hIp&c{&wE|9Up$G!GojcQe< zX|Ts4w%Wv!hDw|{$_EC$fyJJbd*efL0b64A=)dxvSz{q2T^u}d)~E(?MH@#1j4I0; zb8(IY9C%g62G_-yjcFt}N`|N3T9pez%lRzNDkdbEzo+u}Q8CgI9Mm3T*{ibVm@O6K z$4epdfJ+fW@*SfBstW>dgl^uXYW%qwmV6b4skm&7N$V_MrbO1YRp+QZ;KSxLtrmM9 zMG<;9G(`~dtO!96Lpget*-_RCP!LHiz;;Xb(hD5k(nqt?B1>)eT`tO)+Bk>v3=12- zQ<|&*Q^rdYf^$~5DZis_$U-_XCjzLP+M5nUO4@-onEWVerR|;~PS-P{T^pw<7B_7wiZ;r@5dxk=MI$od6L?a`InwbK-?Dk&*UCCF4>(Kv`9UhC#O*M9;z!0WQ;_6`%hZ(5p4_kUGYyCz?Tu}{DC z3*P7?2O|EjRpVpSGM%MjN+f> z3((j}5}hk*K*S!dN_~^H&%fgTtZjDv3XR1Lomjl!)VqCESZU5*9tdY&`w(+VbkW3uU zsM%*R#rjk!Ir){m64qOE{Agh^Hm<#1<($T0@6E{joi{_dnR5P8qZ($m+D-{HgLZ8Q z^BhX*!b&F>uR6%BpQo;IyuQfJuB-m#QpS4Ic zHBbpbKAyF>Ee2>d#QR(zTF%TLJ{gf48z%!V-%{W!htz*zTPMa;4e}6r6L4TpiSAHx zaba*8e%9?%SqeHrEWMpXxI0A48pv|FOWS62ETNc&uB@a*K^SRavMbhxAujkwDmdT<#7?sr zr^vD0s|q&i+g#PjH2Xr;KqV!G8^1sMqw|!JQJ;C_ol4ix8@xDn!|(=|6dT$hA_o2( zvCUnkQwRf}7z?W*GgPdD!!K%@!0BQOYv6B*2M{Lr!Wa?jm5n99PO7k8BRZNgi)gn4 zu=)6fO|cS~YtTnLqz=dmB=&^7VWWhDincmY1D-1q#^Hx zP}ZtyXdYe({MpCQA3HDqJ**MFuv!QvSrg`VzBJYIvYLzGmaei@k}ie^8)1q~6z>;7mk}MOT;`{Wy7yENFe__N->n zlD79rXV@5J1$gdmY~9h8lM-v#w3SN{qK}GmpUE5KiGvmJb`)VCpMqgqBGEfC?AtVau@66$%YBN z|C3y?xH)}X13|0t#c=UqT=Vxc!H!rKc8Vg(SmmQ(^0jM~En$qsehsFK7PT$IYv{NQ zPK=e?F!t?rC_WPJV}zt~HA|5KGWe?+?c0@+_i7dcF%&7(3vzm&)^q;cz)QY?y0!)) zq>NUs7mD4;Bp%~Aduv8a#Vv8OG2B{j2Vted$MWYfln34hR%{glSvYD*)DxzUUj?Av zvn;KlAPnCkZwHg)^2Zd=O)NVSDC$Cm-otIRR-pbJO_*R>@Jg*o_0scl}7;bIgmk zz}=~id=d>ILq`r$9ULK^yuZ)BG8R4H-$O<&|5QdVgi&IeN85`=iT0b4t+EU%S@(%8 zk`^Bs*E65g8Agw1RVHrP?K~BU(8ykfGaoH`%NEwk8>!O`OhK5?ZAIl?B^8!$+*?v zR5mA@Ka4fXOh6Gvg$xUw(_K6?DC(6}M6mA@NK|tnb1H83=HR+~Q_2)6zC`*XD`)+u zOos-G3}k_J2d1=Pr7hu^YkLJ`<;;)9%}A%e=ru1!Wtc#@>512xgRLG1ez>_1-%eBQs+s1#d}j$Rb45LCdIJ{I?!u+3%?7>h8onSMR{;Rrv%s>+XbkO7;q4u@*n z&Tm3)dg}T_4!Sv!_2nH{TwscW5tB}33@;UA>+F+Dv!8^YJ2w`Gb9<^B#*STz9M%Aj z%)oe@^)sO2M0CDZNd?41;Hw)Gk&=U!mJ6t>_A33 zvMlKxsK+#Q+Oafb32~ARn9819a8Ir#N}9~-JHY|WCw^7Zn=3kf9K^o+&~Jwj8h0uZ z)LP`n3~RKFhI_OEgd#g?wHqmM^cbav(tlrwB{-vnQBF;GEoC ziydY;401;cVM!AAfH(PNdg9`YDN)V!c2@6wBsK9;*6*>uT?jI=Yw(xmKhH_IV2!mL ziOD~sE7q5qdx5CCKHTX?8!^Cx;CViYcsQMNkn9r)S5Xj?p9m9g?xPy=l*XkUjBCMQ zTl9d~kF@bE-H#G&!`QsgFYv2q*EpZk&+THoR>eucU;BwYFo^lq>Z?b4!En%TDA#u8 z*87GF@)z`8NZr6ekq=TI6vwx9J_b2gr#(JaeKcEVEk7CC#cI}@ef2yc4dZ?-0)sAV zfPYoTxY#hR(OtMyX^O>ifm{ufASp~*^xluJra51KX~?+xOKAw3mC z=CcK|SnW-o-_w5nr10W?w66ZCk^oRT0)ZA%#7*i+Q4{Yz?SIW~n-F@ONq*8qyxuK9 zg20*w-*E>(#`3f7d-#jDUw{z&D<6Oe1ws2xrgUyCD^wMIH&vlOngW>l@He+X?(M7U z9`XcF;EDh#xBcqMcQF`|S@r)}Qj-*rC#3ZQPZ0h#r@)CPCw{Z305AFXqP5?x-8l;n zgeb|mrvDi3=%^L{XQdk8K{<_oG#kiqaWidy81CG1?W`qGehtFuai`ig#Xkt$?~aAn zuT}St76OVYzTiB5`-wrh%_KHaQg-&yL!+z~oujYUVyFPoYjd6dA9g>|KZYJi*j}{s zy$FYwJwV?BWv_t;EN}n2Cw}s!nX*6l(rE%WY~H9Q9mf;PTsn#rp^$ZXT8fY^pn0#h zF3Qil1f^cY++WGeuK*&3KAIF*gt-|PZ%9~6(`AAuVgm#8;PDZkYt0eyu2)x83bkya zvQTJfJ~ydg!nX)iYP9o8Y(2YJ$O#GKGy!Xh3v{-@p|S(LJN}`40^E5m?|9sZn2K=Y z))QRaw!#qLTM+ACN3Pn8L`~-lM^!R8%1dbi-1IoMm@v6PO&1~R%*b&C-rYOmT%FSN zjJrlkvt~86nx?*|fJSFD0RQWz-^FlwK&jG1K?CXIVY9I(L-I4Z7Tg_bT#`3K};pX&Nwh(Pf>*tGRtW%r4 zMrE)sk0L#*G3g)Q1jpZO!X@9mUThzS)Q|F_5p26a#%238@(_96bBd3PIpq1$cC%Ai zd-EyS-?G##T1n2Dz(e>F%2DPOvTk@?mdydw+Now`~3_1To1DCDy!x4#STRS+5E=fI58> zri?D4-1&(<_7XeMKZ!y8y@vRivErDXldFeXW5Y&M*s;9Yf5L zhr1senjpT!`{K7kroC|CgXs38@YtWRj&G920@#ZtsDE3^)&R})@c2M*ZWU}ml083Q zs{kNr5mZCMxr}zm*hpWIDy1W3m7~nU>qf1YMlx%N^ZeVwLc$+r;uSiNH+(rbCUM6% zdYN|KX7~pe&qQVjFW{!1d+HfY8712*_3+!>es%L@tODy8m#RV+MbD~g?*yXT8TV1J zRBYa7?HUZtp1<4|#jrZN9#f9LkLjyky)ENHf)qXGK-M}*G#BxO0;-Y-KRtV6db@d! z^2f_Dl-0g7D(eDN%*}^|6H;#_Sq49+7#Cd`LmFhN7}KN5&%3*O+G=sEt*A7Pb ztbCpuEG&dHHeVZp$Ukqk_x^>;Ujg3a!_$Ba7`5(lf6lvZ_oMK<3~`hO^Yv*De1&cB zyLmho%AFvL*EVs>Uk+11`9v=IoytS)f~unB)$^;e?&|wo<5FZ%04_!9${6~hu;sbt zti}WK!@+zHGAc$ z-u|o6BmAIEINS+l|B8hd!eg4QY@yz<#)Q>~DkH2}YcB|Ru!2+l=Eb@%*d6re8Y6y` zu6W3=Rcgmd?{h6m4*Us2q(_@pQoSvZ0)ZpiBMoK=QcuV=P88L(7#^!2Y+b*0^0(L8 z?Sdwy;31f)>BWdXccrb?*N2DdC3+1=2BbY&7e5F|X1`F5PmDKm_I9_?eQRr1{35r9 zo~adb#)~A~x_zN^b1L6~2c%8FF(&#$MhR4cmSDzsz~>n;=DP14pC!u78^H`H6|WA& zg`O!L$wA}Fd17j&G?J$X_~9s34PLfky>q*J&|$M#iI3fMhWGKTsA$|8g&T$SPPL<;P496WAuVmZ_+lO0aU@@{Z z13Qej2CBJl&E_jeV#PADSgE4>XqWCn(bm^f(3tJ2B+ezj-0ZFEnfO)N^gFovn?<4` z2~*Zh9vWPXM7zdHw{mqDi5cGU2HXR_q|&X{E+A7#!CL#67(VNx645;-y&D|Dhm+fbBjz8UP08$_PA|9JT_e6)tz`71 zA70@S#Qcl3dEM=b-@G3{3e8pt+pY;QRn!`Vew27!SNUF*BWfxpj~R_1_T3mNIe7@1 z($XM=>a$XQxEC8bxXda?YrQZ*IlrawvHAPR0_)d$1?sxPuO$y)i@gUoFi3aVBvpEs z{_RLB27LjoTK<2qbP4GXkFA03eG&Vud)NG%51a=5bs9{C>pB0Ww5&lhEXu}Q zi*o({V%Yv+dfRb)cM-6F6plA;%Kx(MxqOe?r%EqXAm_?XhlX=%nzLt$i>#L`(}3B~ z^|veS+Ijd*#>w@rGb|PIdTF9E0l?@MGQRHMB&j(D{c%6GC8YO&4BJ zn|zmM07o#C`Y&sI46Wpr(HXxX4oPG^>}1-A`AZ-yDSt>Ce?Jr#BQu@J6qpCR-)^b@ zIfQSHAr;IW?n8JY~CjM+05Z%fao0|gj##B_;tl9sk5*EBaBL{%}RJ}E!v9yI-I{VNAv&p zAyQxfzBD2sY6M1h2JJ5<;U6SSu5kXobL@(Rltsib(DoUGfA`pRAj;%#p7Q@1zw06S zeZ&8c9dXTkX3_n-&i>bl2@7MJoa{X$_t6V$c#?xdd4IXB1`(VK#KMcZ>8oqGD|>w- z0z!XPPJ%cp9ov)h`WOkPpd=Q)%(d9rrt|NItO`x1&2(s%T|eZqigx8;(x`#zih@s-b|fz0HkegtH2bB-xFd2uyyAocLhas3=VHCawLdZfQ} ztQ>sfHJS~j!FXM9+uMaRh;=I^x0z}4My)&9hC()9gimCTswJL(hVc^DpFUT5ZyU;` zN~%Fb2mB_HCA><3UUq^~Fl)DW+yAuFbf0Dr1+*&mYhKmCGcbhA{V(qm7*T}C{m0fp z_sof6mDl)Ug=~=jA(zcOyqld9i}kAe{2j|a_5H@K3(pa3c<(0p*_d%Jxv4JF3yhCu z4RppSuI3s>!Y0Z&696vN{=S>8f~|Q|QYn9;vExfyWe@M9fCbC?{UEMU&cB=$s?Ad0 z&O>pBVwduZI(0Ld}0TK&} zwfhV7WZe;kM@~q-yC4w5xNoiaKC{|Doj~?mUHKceG#sOt)8YWd89zN_HnfP&%1g1# zDWGgmZeG@NgYwyo{3<6+to$sR;d7GL4Y8-ohUx>eaGys=skGQ_viAXm3xU5HJstJOH{?Gz8>Yg=2+J-tr6@ht53L&bw8 zmx2n|7>mb<3L%K(g50f6$0jZqRwb_GQBQR^JK5U6lXli33#V)=tL@w+0|N1{7c)(>V{Is0;nuUk1aq zmC6L8{{-rvfvNPVEt2I~@IwVGU2TCbDcnlAH4>J{?GQSBd%oZ#q z?-n=rZQfRS`DLpLss!tZsyT=-c&15R91{(rc6q$yhpXxC}`_=gf{)n1aIvkch(1Nu0JU1M2Ey>k#4aK(J$d=;v%#Hqv1KTSCX`U1#07T^Ru-11II(jJ@?y3UZ1OoQGe+|`tJPiTndon~ALxDnw(+`iIF{`KSPlqYV zn5ZzazwA(7&Yy~-{>qlQpf$$RD&=fzn*LpQNRZ~d=>TJ@ayLFOws$>4&s5h zDUo^x8?^hlcPg%(MFTuQ7>Rfrsy*dMobKrnR%eiFq8z;kyDCsu88oNW_Y-ygW8B~v zRcVVI&9~`2R=sMsipF$!>ez8mIyX{T&hEVi^jfi>vF3?!Ok;3-KrwG64>7!)*_Ql0 z$nGBq@-sB&mrxZbpXPNjUI3}etoKt>rcS&!%8sbxq~F>|bqwOQa4uDv2GaGG?7g2!Q=2{@F*iW%Y=j5-5b6mOTf79a*!?!= z5^*F6Oc^)HI%E&eIMU_pc?FaZdQ{9NmJU+`{~KJA0T{Z_xu5vZ^`vIqy5T`K;3+%< zt@T`1B%cBs&EDu}_FTol(==2R<xPFh{Gfo))ThI7z zD?NLO7B`~uuyHtrU})AlZtyTXvN}F*Y_u6_kh|3O7 zjF%JEsLy2TQWk!|iZS2-)@WvGR{lf3_-x_9o~uB=C)-t)u05hh-2Eilf9n|tUNVa+ zj16a9A&J%Vsnf|j@MCOKtUh)kdWElVPmwc)*&0LtS?Uf{ejfKi=yeJ5+1LIq?7|{x zW}CZEQCB2z7)~v5t$d_z%yKp;Mr@siPo4>XHoM|BRQ|EXDQMF5fr+bY6w%D$W;VF! zinRM}=4)H^KF~L@?UzC7rZH)-Ms9j_5miKT0sUO6k{u_g@PRu-_8_Bw>xUr0^I$#M zeb;v1rFl7+r!|FisroJVCxdJ&s;?`pgdIe|=IA<;c@>*i?$Bg`NM(Jw z;MWLdvw&=6epzV$(~XjZ27T$+zPbsHqx+mDaf>xMy}tY7f&TExh)Vo{ydbGpfhmEM-<#eFc753 z17rj_cl!2@=~CS-Lk25h88In)C-`gC%d6oKs_hRg*>w)|<;kcv>jD2%6EaNF>wiIx#7@e;kgJzyvIhzpvabGVw%d8nC%=BmsJ&(?ohT%D_v4Oyj+_ zk};Y!Q&gL!`&yr(#wx61tK_|oQoJHs%AH$r@@3{OOXTNz1Fwls<|kf{y%amJqDMS?~5KCKenug zvaxEvPRKwMbQfP2o5H49Zw$dCWHzo_gwTU-Kf9rNk!T=r{5G?dapYrcGyjcu^N);M zhC4NTGbUf8X`Fw=+MeT>Dz}i(ukz)#Srty&AG(M(sMy-noer%D9g99_Y?yKKb6oHt3xjMY82bP{`=}PLt_8zXyH$F`rUDmg<#7-MxL9b`)s2bcE zVz&XNzZ(aK2?vkMC#*=x$f#lq5FOG@BhwEMNEzNTeq4jXVu9`%Jb>0PBce2$!U zC>7O4-pa3D-#=p6Wt)!rKpnS`6;1Skrr*R>gu!Q?H!n!6k6B_gK;&6W4iDKtv(>33 zso$1y(ysfq7a}y|D=7fNh5uA|5H`EM#JaF%xOB@*ukV9wlWxZjVEW}A*0-Kp$WGeM zYg9qn#<^osTPEHQxD&;r!zXQfbk;A74anMG6JlzAUH#pCCvdSYiJRy3$&Y+zrL-dm z1JW_XZPJ5LFqE~I3#fWTdi_?d$qRaKXE@P2eyEQs?s+c|$)YCZRLMPCAiOy&^%@9v z(x$9PsJW}?7XEFR318yCu*REtUfsh`F$AV8f0Stu}jDT+-D+w6lHL>vb)&Nl02?A{C$E*ZSh zq5wNf^B=)`=sK5>$@`=M9NUD`=X<%)D#x?V7!STB_|{iLn96F7-Bvtw)jQkD`Zjn0 z-1R)sL8YaVhavvd)9vJaZ<611hgr8|{bSU(%b>}HNZ^E^!vE{~m^i1c0Tmgm^R%+# zfC3XEPa(9oQ5K#9*^y1r(X_0iB${AYii_1-8lpNE%ZI|*J2R+ggNDw?bA>jgd}#|! zO>A+5b87Dy`%iK^cxBiRS?H;ty13{$b*6q3W96`QS}Rx7>T~k$&kq@idf|YTte(ZJ zc$I2Y+qv;vKF>Q|=+y>$xh?mStuoy~kWz{D8W3NOUP)=ixtZmxWVqgk!1DB|)LVS~ z5q*eCU*9bdf9x+v{K;pDYz9_Tw|s(UAaH{eRwW&d$Pm)8a(EOb+992awr)xTRhIc1 z`WV7?kK!GlNTPdu_OL+<0CHRLn;B~I&=W;-Css|Yyij#hlPqi*Q-8FJ8Ad{~$M~yx zjH%j|x$)3tm^=H?Jn|*w(VG#JWjIW_oN|NCS z5%(DsoE?J%`NZAGcorJ9PS5fZj66+W3oZu`VecY3T(RG8E%_d^0ZsUMq3A-fwWIuXk=t@binb!WQl|BC{T{(_BC|{*a+N8wo!FDid z?#YZf-WL@I<%#NtidWC#EVcAd-9mvJ#^n`1#Q?y-{7zWbge*Jkzyl^9)o;S0jc@&) z%S!T@-UJZmtI4mec~+RFA=301nOW!#ZO;q|be!jxXn2;u!iN^-W@Y-eVw+4l$8V}` zPeb6_=8Idf>1Nz53{yk2VG`*H))~`JG8SaJ$B`Hwj!u*--vCqBZ3HPlyisF9h4W&}6WA{%AqV8wilg5ci;+*nk61YPl*RQ4 zUe$0g;l6Kc1%gGa5XBkR@$unolGKX&C&YHQXAhaCZ7&{^dLBj8A}aT?QA%gFQHTZX zE<-Nt4k__4rX#Buad|VaK9@<_bx-)|5!dv#N;7H3H@U6bxAWNK%U|+(#t?4Tj;*|Z zikPGKLN*BWm$t?eX<@!gV+aE}@agycN#Ofu8j-zdldsg4NDm^z+qtY_jNtW~rI?3z5pEjHVgu9XFv*Yi>R zFxec-3fWJ)jHN}CW?i-$^NHT!YQE@*BImzkKuxGU15;=HIatHl+NvoFHH-+%6y@>t zu{G)Q(rA22hb?2Gfy}~t2QgP;^m1q>cO&x`jc4c;H zyqw)7O<6G^scTU#1YZT5(Z*BrczJLA%ZAiAf@TK4qucqz;$;juPMxr#Oh*UsJ2&F9>jfrv=SKVarz-*=TxFe% zy7c0Y(KBO$NVuF1bmd%D%&6+@9EQK0zZlNtLsUo)K39RuJ4&@>Cb$Szwg-V{Px?6| zS*IATHzyz#NE_B(g^k35YG^B)Y|t!M%xvxH?+5Rw?4kr{1b$Dn2&!SYaToq1;zou^ zIY3+le_3PKZU3tl^SWohQLf(b7ltvSIXzsbd>i-9BQx^+uO>^R11y}%c0Ax*2h%P~ z2T0hY@#Ib#bX8q6iX~4(>9$?j3W=lwTmgpY4#?B~-}0+Mst8HabHkt0j9ox=C0|$I zt*7JY6Hzj_iShYS6Uwy!p$vcR!e2O5Ikv-T8$lxKgknwJyy-7UpbLNNw}rG!5xMPt z8m{TVa+J`dtNgwLG&t-WGc) zUeRD&U?>&0tt{{=le%-YA7vDqzwG2rsXt6_xI~9`T9cvi zZ?ph0x_5hB@k{71^jjdVUnvc+R4JU%!pjcFy*Vm*@XDX@PN*pu*J_>N$-3SJtxEl^ zM}Mx}4^6MS`#s#e-cv=XL|YReZWN7=h%=bYQ5gkpyzB&VjYJK?*lIp4a2+{F?0K+o zb#Q5vONZWuR_b6;qF@fn-_zNi>s}8Yx)h8CkLFqHIfJod-c8c>_EVs8pI>Ze(zC4Iua=%F#1*`?>Nyo(_A1@ZqNK3sqSv#R)jtthQw7{&xd>AQ7 zTKQ6gmekXnJAA){2ZjZQ=*%Y|Szn&Rh~gC1i2gD4DcWr)ph{Tj0wf|yz5lk?Pm)U) zKEE=%rK199?tq-l^Ic~ST(PxLplb3v9OWW2o|hb69}5m(-Z#@u33=YYf|9g;GvofpVZr6Oz5u7!z_txftOA(S`hPm!xapRu2TN3z!2Gg{(>s+nF=kO)x;ZOz9Z&p&#`_OG%&7%bhvG z<0Ff@*X;0D(8y`j=0FQeP~_`AC+@-^A4ny?jzBf%8Po~G5^k`Y`j#7OpLyY-rK+%U zikGi^a}NL4B|8ao5L1~bX#e(3$vfuTz}zr^#*8O%DdQ#~ZNBGX>J#4x6q zY&vtp4a(N3xUA1?y4{p}DF^G&z8lKGOLKmBts`WVCp!Q~hFsT=w9eX`QT&6w(CHXj z+Jj;g;8v2gFA;;U0Wp8P%Lit3k#iYoHmTFuGs7(>oJ zG6wyv$+-dCNtLd9i+p2WL)gI;E@-javq@lV!*xex z(n9Y*MQ$$U@QNvtXX}&1iMNJR2y9Mtr&mBz$yaL()c+t*7})caUnbL zo@6ovkW4N|Mno+(W-WZJHg-%+a(O334uY5CQ>*vvcKg|FS|N6ILFl-0mSdV1-wb%i z1VT)nKSV3a=A|XXZV87|e?U$7X%A0F1%$Z{gV3Fl1Ci-i6)y~4GGmzz1rpSMa2e#D zFDt75GO1YOt-Np%d-=vY7Q1a~52av2QJtMD^n&@xg4i8=9jPSVY0%iELI9;xBph_v zD0Ltq!#p%Bv}NUxU#a@@3JK$rpn%5X98S)eW;ImBb8uf1712@zy#W$z6iDRjw|b5239XzQwh(8_ z^xZeRN0(+NxKiYSx0wHVM364e)XXO^(nAQ6;Lnct)H~qCLclQEZtSD^%X>%9M>)SD z8k!Hlvn!wybWq$lBCOpB0hjPJfga-PpPv9bR_ix;mWm5ZnY80rRJ+c&o{Hg+wx;R4 z!Ao<6qeR=_j+mf_o|k%(BoEmtg$pM(8O$U>n_$U&bE4ixU;R-z=^IlSK)p3}bW*vj zi%l3r>t4;$4KA;MhffA z-D(l#L>RtuWO<>@d%3p4${$a3x%W7`zTB5!>tx3XZY;uQGH!hLQ*f7wD@B9gD+9rS zK4;#<5yyr`iP61>eX(h-HM_5ESZ#(gD`{O8eGv8HfQcL2Vm*9+5hf8qzz}_>2c=Dv z=ha5gMYMnX%0^dEDcM2B zH_x5k+H;k((Cf1ATc*%^|F)>Hfw}$2GjFC5W|)eEgE?kozlgJd$1GKD2XKMBl8P&q z_OkE$#Yu;k^N48OQ4~9OD8Bm6ip~aRi3rHw>}b`}uW~e3Y4gcpyRnP#;D4agMNx&H ziOdlj%9LgSdwlWJFKOn80Vtn&LJris2Gl2SV(|S86R)BI%8!(c(F_Moru7fJKhPHB z{we3{!i2-MrpDL7%B9uYH|C;vf|L7=E7=hx;8eQ;op3XwOv3*c|E|kk##|N3BP{`Obwi} z!H{8JyoQcjitXLa^bz2W1trn_vKz|q>R`DN{IC&{LeaojM2#<*wyM-4omcK9@e;&% z15ztgFedvm2lyMoaH2MTdowgwXhBX7+u}{Nf<(w|3 z`6s67^m`aCn5{6Kx5>&E=7jhw9(WUy3&rkFxUmn;pz|Z|hZRduEyJ^tmQrH0$K00n z5wn-gfi>}+STa8*?0h!-XlG1$Q>i$3gP`)&JVzUMf}KoE*N}XeDOkW@fjMf=x#&qD zOhQjvXcfi*c60ZIeGT#&sW4$mu0$f44|C&Gu;rQHMTC=c8oQy8H|aN)YUdAAYK7w2 zbr^Hao4`B}qLrGT8&_RSpuIY*+ug=Rnf{}!%LKmFp(O4-SJ#T zd96+EErtZasO9x^Xhqstw@IBU>ENn0kk8xn_;#&sI==zvV9EggSZ0?Vr35z=Zy8tt zY2{3v6fd&zM<0KNhY&Vh9z7BCL3Q18h~bn+-hOB0h0%b0l7}sST4ibN4~K}sUWG3B zX)4R1$&mG_*~HspzMZq^?!}qGNOzAb*ya`e!dF{vYzT*g(cfn>;J2CF!UIzA!c9rB z(`W*+oAO5me1;&cK0?4Qf45W5Z}*doU1ExanQfV=)l2WJtC7;rfkc1X*zg^0EmeK_ zMbTh=SarZ8AD&K1a|g5GoGme@H@e%g@cnB3gkQ^H`0TE~0shfE|s5cAC)iH*XDNHjxaGgPl8tJy|X>B$WYOa=x;)zjJk{#oliZKhEko zbEMy*d-f22A-=gs#R0Bz-<(WHs>r6)rtrF_vlP2XcrN|n(VKODji|}mJXkbM8Klrm zQRid7E}#VWZcVuwWhP~A;jp!8(1ej@gDS;{>&ppym>U=tvtpZploi4rLu3Y{2zJ?ODvc+!oyDGD-XF z*dX=MElMPeW9rFde`@Kq4%?IMH`lzz3PhLX8CIwc0-Ic}#IRaP=G^Cx#Sx3+hWWX> z%#M5~wSt`^^H`EmH4mI4NnCvt=4%ABV7&{u&S?>oM@yP;I=N89p5&(CEkrmbP7?ai z9NRxp`1&e)Q9lSH6V(_fpLK%ceN>Yx3(Jteyzr%cp>lLfa^<-*k6J)~3KwOBmAyXeEY9|ah;kkSdmgU5Vb4V|*#t6e zFMEb_#ik8Q@*w@pYo1ge~lLmwQ;VDy>o=DPoS$>bsTWnVO=q2wJM7NYU@lUnH&CYsFOP9?dQVpzF}(1}VJ_ z9ixjFlezNk&^BkZ2=|Xiv{$Y0Z`+W8MjAd_jtKy&VclDTr%op7fR_*xkm^H%X z%|^!OCD;k{#bFO3P0dgBnOtBlC?JSsgmi^{@al^^_EsNk(}NEW=; z8f15Fyru)+vfZDR^JR{{%RYl^G$)wM#9w`@5^ATerR(Q_327dNE=Ft+Q4IFwE#dMS zX9Y3c)gqgI;P&(+^W&7-S>j6WW#|1XlK^}{I)Cmi{4}fXjTpQICU;m@+yKgCn-Hf9 z+(d*%qHYfFZZ2do$Xj>aTg})4zhD$7H5#$G4OeIOgQtm#q`X{SJ@8$Z`RVU-J^;u3 zr*GVhP9g1yIc>Qx_zyi~)u^;vMn2A^u&bZ= z9K*f|P#_XnK*T_LHAfcuMFvQ=4JSzA= z>TbiIIR-$sB=AYxIJcqI*C)r%+!A*1+hZ}O3YN(>ZG;y&{tRKH+`+`8`5Lo-@_CCErjzwWjlYwi~NZ<|0D2Y?n5*mH@!y*q?BrS zqv5r-+By4lZbkP9*wypw?cQeffJCQ}>$$@btVdGAj7t^axI5K0UvNdO#W1T~kB7W8 zvQfXZLt8VrPu9-BfPFB2u4YJmzLl`vbm_S0wB$wnSK3qwM-P1UMLJvAn`!(L9QcRO zN`O9j1w`UmkcZOMjffoou(Jfv0IdX=G2tcpo<66PAfr8c(F=$WQf0CLDc{2LPzi!9 zwzyE?a6ovp^je2?*|O3hFWRkOd2wds@a^HAtDizYR#r;8|Ngv#xjpG{l76gKZS}}unP|-e3{F@ zTgM0MuH$K#y>|3>40yZ}*JI`UTzg@G!mD50U|lwTQ&YC;$v&R$(Fcx846t()&t<_K-BE#nOD#^jyOZu1*9 ze%Q4+mp6-45)Rdl?dnyZr4E~MbdG(BRmXHG-?92~4lIMYKJ)%ofb5}%2(iJ$^!WY! zEmn$L%5I(m8I^uRcBYNzp)H~rF4A5Ve8x_ihNg;wO4TMj4bp@cc_Ic+dOzSLnuA~Y zIK{qr%BmIrur6lgL22BM=&t+@{z77Cg-x1&LmYJKpt?(;HgqOb>mC-hg-qxUsCWtx9L3r zt%CMykd~uM4 zUU)xcL9Hwe%*&L_6#tLAuL`RxThud1=6VWJfP9(s`QPqBXoY2=k++6OzJD}hmH zI#8`Jk>m?fkr3ML`h2)}slMyC9%hw*{v*2^cd^J%NDw;Zo=-mS2-*ULUrC5du*wAL zyftK_oTJ~hoFr3`#2ev5K{_p3p{rNO1vk77ZRTnaYRp@%mTfNi>gZrhnwA#3ZHRlo z=)RN@tX`WHO$or}T-<=22!!e^Avj`uTZ78Z;P8Na3~t6mW1K53A>I(L0-%l7xB8v? z$Y-w9A|>$@WIpDXOy(Q8kjZGaqTUs+(8Zo#Pq}AWS+;!LYu0z8UXnWQNsWYRTw^8W z9}&znIMgfTo#|=cp5{SjS7GWePF)Gtbq>@>VV4tor%;7IlTXybJ!YA#O?*f7=sq9+ zh+_5&TAg&3%9**l@A|@cWo}KFASiz^NNOS=n}|b zhKFPCg4^WONHmVM?t%CU5G^Bw;HwI1ITE?usw}{jZx)0#4;7ye6S!&HRA!ISN~PG? zBb1{x@a~L-WsczKI*Eiad9p1GFH_u*@P!gZ#%)9bwEN&@zhZKd-%BHOEFLZdty-s{ zuw$CchJMpnwsdMR-@L-5W+XATP61iub==Gt={sB~CzY1KRFIK;tdn8&tXH@~9ce2u zXKyy{T6TwJa!G&9bwS;d9vqHee!~NtJpWWCXiXV?+5xKc zJA3%RsU$y-JQ~pua+tySx_==q^8R`G;XV3l-0=kZR|WWc7ws>$uhHCEdYET=3&S4d zbAsWD#FnPaVD$}N25w~tKxFq6#Ru|RR4mZ6MOzc7XCy-O7MZ%XGbpxKtCsdy+|*K_ zpSFW(kz>PRQ#HSZ-&X zogK1wL}_E`*;@EMCJYJJUFaK6xKgaS(eCmz?-N?AMVX8;!lOrQ`6b+aERyvkhMU~o zCrq6fTsVz9@*8TFZpts2acGVZK8(WgWpqgZYwd>>nBV9DCPOvD7>ZoD4~@^6B`@}O zn@GVc4FR(r+4&&oH_l^#+Au-YOco2JEdqTtAjev-sF790+0lQf-7GM z=+B8zh3#~6Uq}t56%4ZqriIbci{n8?I=zxPR|pKG&P|N8@`q%DAxYs_a0vaTd9;}5 zC?D>5V0-ru*i!*71%_f{oxCB(9z+9UaZ~|st|K+AgNrT7gNcX>_Jzz8_en}-<2tX4 z^{gnq9WnQ$N{QRhyUzV9~EA7Q<_WOtT zPb~1?{$qzzu#OLW#VfBz41oqc6;L6TX7Q$=^Z+>j+fxJqI4^#zRTIJM9{k$_8UOMD zoNwPN9p3QpMt4JmGGeDo04ObnMJ(Pjgc(&!H{tu+V?ca<*p~?K;UUw1w1~g0r>j>| z%hJ}|N&zLS3On&P>0H@g;o}0imVxbkSBd&R3AWP}BJ3d#e0_6^Nn-tNQ6~^T6fXk! zBW9NH^yy{FT`V*aM~$oxsiD-2AvU3u5IP14#9j{YwI?4?+Badte{SdR_G$Phbr0)T z(M?X$RXd|!Xt12P4<1VG4Bg*KWJtOIUt9V27sqq<2dm-?)EQhwPVQYz<) zB&UQvc}%14(e8;hsoB4hZD|ii$n0++sP-c3^-)2CNj+6^ne8^&uEjT76Z8LwEVu~I z_ukKBufJqxe=Qt``ex9Xm_Ho{ujB=8V6>Fd+q?q>l$Yf-IjZgwf>7k=@9r|Ab)KR3 zp*UXt^7;M(3IxX+Glj(fy5@B1R&h*{dhneH#2lfeaimJ}de;ln*X3b#pw!_?L^i>3 zl{=YG$wy^{xZ!Z2$$1yDrkZy>sb*3WU6!XdU7jFqv*e;j!$$UK}RV zFz*(Btft}%jvu!}nK;0{+RAvbt}(?4+^|@p#?_@|_uZ<%zpPsEBJ+CF1tW0X`*vGr z#PlnN*uX5ENz_}-#zjvM&df*S$$}~|pj~huY24GnNwJzIYw!EXIs>^U)<(dN0|b?$ zKlg4@Fg0H@22fkf+k6)Zs{FZlosQ+FiFmU2&lH_C{xQ8VzqAan_&ZXQWkufYcOmuT z>bd7(A)n1R^`lbW2T*jVnznBUB#>-}k-gLi?w9_uhMc4DCSny8km@D#Zy~4VF=O=E zmFB-M#PHWb+<+VGdBY|SS&T*IrK}0v-{Y`PCxhj~H-B^#@fpyV5eG`fu7CSA^;`5o z`K!!>=T_2><7DD@p)2C|@CT3WepzSn(tgfa7b1|u-D3H6f5bg%VHwx_RN+(h+E(f~ zb0m3Gr3Td2CfR=dx5Z(tDn%Arfn)bCP&Bp+WUXWS;dbJ+fH-v@n?Ks!=w#ku%_HVi z#!CSK;xr&yhW?D5_J@$;k)UgkQ=Jp(%x@oyJL~f4`0lPh_5(Y3fN)YQHhqi4Lk6$@ z40GH;)gM9xSPPBq$bKbHG$Mu0EBQ}Aa@OCoYyb}8FCQ#lMayiC^(o(51#E337%JQQ zDPRY=4&x3&z>B4${|xbV4ZserAYV>buPd>X%%e);Cq_L3a3CW9zb*6)A5gxxOV1yvmupcJ>$*A{IRZFt(uTeWV9`XK$%|&5PgTBeoKc@%05*s z&t+QK1uvw|qJE~iVf{bQK>+p7;JzQHxbm2dXdiEr@x;Vf<$8`mSVxQVR9|O}l(6ls z)_Mjxb$DuegFoWD;gglHcq9KmJQ0GD581BZmxciG0U!#{&peQcC#O%F=bF%JtTX-% z7X0g6$Hmd6qbLP<8#nx)(eAHk@LLdgDFFZCavCwFSY7uFrBI+CzWnVCcK?_Yzkm48?Ee2US^piOeETX6nt!>{sBeoX7WyZI_cs%)1L;^zPEJhF zIW*QI%y`I^TmeQLmX)f}g4?4}TO zxcFurxHvF9CbPHBwoYEIHT2;I1BJ5d%gcatjiX#eoP_A!=$sW}`!6N0dXpec38R=E zTA-mS{fWBO-O8MYz z`-XbXzRnwiodd%w&YqDV^5)}*?7K`cBpFj7)X$2<q~}Iy2~>ftV7EfUXlA+)U+!FpbN=!gx;1h z<+QBWZm_p{!#WdEvpa#Z#j)|9Xu#N!$_(?BHk=nAZ(%-$qP0EftCZD%v~MmcSE0&8 z^v)}t7HqCdP&qR6va~C@dmy1vocE8sKIaS_*mEgERL!gwD-OaB3k{SKx7=7f$*j-V#xCngau=5#BC z8b4whPT6QLuUR%o=YqxBu%r4bVlvc;(8RgbV@EYFh>-w#w+^l+?lOJLkm$tX<+S^V zn427_SLgOYq9(P{!frW`d9Ce)W<{krJqN_HH*CTJVvN|-{cIggE82^#&>uz5Xmz>U z3ZO-EMhb&Mub2Y;pK-H`t41&+OXIx)_D#}b1`O-++t_aenrkgH zq_WKh=LBb!j&04`+^KtVZi-e46cyNRWcc{*jYrO@%-A!uoLSMQs|rzaAyEGO3m5R+KFhFkCzacztK=vS<`R zqPoIB5rzgA`m+SGK-lK_N~)2ME&k}9UHdR&Yhr+>ROA&4qe1#?1|fbH|L z8j~c99E+5^DX#>?6!l=s9#IUsFBZ(}P_91G^K3c~C>a)Wld1_*?Jl!MMgXZ_$Hl}hM`{r7=ubrS-S?=S4QRuD6oV}s z&^|UIhI4~QrN>S;a$zU2jUuLNT(^%yTncgHhID9S1 zSC*9lD>><$c@1H67!Ew*KuDb;QNI({I=md!Ff9+O{%pSEKB1_f?J@Mq^e(vTU9=*` zux}tRGlBUp$onl_K@vc`_;IjW?1rS`ZI6`8q}c1%bL%{h*mf03MT)?sy1yw;(N`o;ianOJaOZh_VVTE0!QL8ukYX8lYVxwo zL^_K3{o8KU#;DZpsnZIdV{UpmI0rxcls=mYYMY;nKEVf10~q}Knpr(2Tg=vvBg8Z+ zl-JM0NBkhqG0A3`d}VL04Rzf*j|*O-uXLetBBCYr5yVRDsn_8)M*?AYNbh{LrCr}& zAtw5_h7PVul0!rkOonQ{1|>45DJN5FB{z%p7+MKXom~k)u__E>$P`cu8PEV5G`CwF zi1_C0bQd9DbebIOhp$9P8IZTYt7&4RHVUXk1})xTvF&B91(PSTUPeLgetEsH9@O+c zL-Ys;EzfXgu5=PihhHM3mvdzULt4^+9M6rX(4-?yqs@!6;f%#<=TI$$v($u$`^{=A zkB~gh0b8-749ClMx_0$^;-^Kc#H$A!D8ep%??kEDF@7|H!HfAJ z+TFX6B2F6L5SKHFFU_DeMY6_T=Znsh&JB0?Y0==ULBfqeM;#jqXetGRJ-<7TK-6R= zO<7ilm*y;q6_X@d`YA zmK7d%?5ut_V%{xj%BE6LU8WS!f;)I-gh zY~$bXWmE?7EfsqSFEW6X`VC)Z_`RUn+`7zpLX26@P5vBY-LUogEvMHne&lcA{y!j2 zyc@1d>ws3z?)P$xI+@Z@=|AE6w{zETtQ5yLfilp3cddrOG~jEmJG?dQwH>ry7(6QR znnVF;-@WMLd-s;$^Xxbx*z{ z;C~cIcR{|${$HPbP2&(s_{mv^{kvO-(#+w z@th5~H(!)9sq+^c3zrcB;eXo2MqElw5QDd%-8P`aIcsYO$BN{@FNtp1bv$`+3GxR0 zC3ldG@B_~Hxf}iqooXDU92I+czxsxmh63hBR>lP_LZ!{d7r2WXO~TMqR3C+1;4#4= z9@yTjhdLdIegQEM^~s7X*g=i-WbkUP4}E#b_w)GlKd7i^5g)WI;N+wDlxf7H_~Ke3 z1jqYOMV=2rsY~82v(2OXnt@)xiX%~o4v&oT)o#$4_F^mq*^9i7M$L)9xG*~lzXVP~ zHs;5iTue^y5ZLmBntD^QSD@~CyN$|vJb$=N8{K>$Ti+Vf^$FZz3d;TSd`>SkhyiIF zZe?nI>`SD77Vik|;ImxGq^TFCWwEP3`%2DZL=;i8p(5skA+`sfqx#fgLM=kls3v7m z2H8;-n4S4AUz3PUotcd`%mae;awM(yCJadcNt#Ft)mBS}WPu}EDQpvFIjK~k<8P`_ z)ga_Ehv5S|)kjxG&8RF(0>wYMqQ~HPzcwJc=j|YGZA+vny&^i$SRPQac*6&6ogcry zTE5hU1wD8_Ga%4}&&8|;S>kdu!RV%AMpTlyL36I_Ve4i3ojdIJM&MSe;}QUJby~Rt+8c{fsN=kJ=m zga_@kM#N5iJSM7+^h(=XHrMe6kQ>cIu9&8+s&5I4G7?Odye1J>Wg-hOD&QBd!U<2} zda8VTIk7m)I%>__24{jK7+MS3c)bSZwFCAKVZmn`hOQ-x(1({HArQ#yGhSXU{XDea zTr4c@ws&=>R0Px+J2r*B**XRO3ib?sz!N?;OHAo3F0KVXufV{jVJ%Cu+k`B>M%z4S zLC;FiUnc9Hl%}SZ6za-7MN(eK)^1SIX1W1lI`l3c?r!g@to))j?oZ}bn%}2N!hikU zJRcO1Mzx#U$wzy7d6D`iWZrfK{k_`CRvs10GT8&5bqWKrRmNm-RWlE0p5M10ntXA( zWNHZ4!z+qzz|&(t9Jp-STfB%>Amw_KCRroYaonnvBRP>>12V! zeZAo9X)Hc)?)mTolDf=#rYx}kiN`*tIsRwwNhK6QQLHx16_ri6bY zjvMIxu0VJr+SmIY^|z#wLd)tJbq=YA?M1T^2FAUp47Zkai(5Rlj*ND0h{!UZIM(!o zrd~|PJ5)C?W8+7Cf|cKBCIRe%7||v-k(3vE>*iN>Ct4I2 zPTTZY%Yd%jG8Yapq;$C7xP=ZxG4egu@C!iC z)X3S}toYjEPKWl@C7GKrFx2_IDFW34Pnd-#J=qBf!^@80c~S@DqZ+Y-%de2-No7_v zdZs+E6D_?t{#fNBSNh!ng}7c-@dNk>3^UB2!3M}>{urUWpvhmhbMaPeU6|&&hALVO zNglIil#)v(;6M&bn>yx2(}mOUtlenjG7*y6b*P#b@4sqI*)poaudfTYG<4`bf|^z6 zV;FK_P}&_tD{Xsl?d{5Ai@gRWll+qk;;;hZj4U38jo@BAJK}>fpxP%9U=lRkVHpJt za_Q*sJ34_jF;VGY=gg;IsW>)Ug*B;;P^BN&{2*`Q$3_#5I|W+m~MKY2EEqB+9-z#yMQ3I zqcW-mF)KH;{zLTe*?lY4strY&gubSu8V?Rue4up5V-$FIi&N=hl^XtDThPl()!$;4 zs#^QyY^V0tjj`I9k#m>{aYaX6(Xf`|MFNv69PF{Z+C|!=84o(CdHxr<cLmWyQ=K(hrzMQ41{JLd03!F7-qxfR5j%hH!Q{b8kk-wnthCMqsNq!c4FXR z)FYjQVq1{t2yv9Hl(<{DjAzP(ng^N)7-AN-U=GVxfUp|rPO9K*U^=D1wPeXy(~FVD zs^F*4ooIkJCgYk22U#w{1b@i1b}x=TEwCtEL?TuErIR{Z zt(rrDxPaC-B2;afPNfNF2(X7u1#9!o9SFHY4apVK>#a#91MOMWMkYC|XHax0DO*dK z%N$C?eH6zExz=o3aI(TKJ=sBhC7Dx@;G5Y5BYh#|99X&kwkBZS#MvMKZv%!b?G z86obbA5x4;iZl=)`ELjw3%Vd=PNkAIG~^x#%7?M!=jp#A3E-ChS;F;v*D+8b=Qs^h zo~NE^gx<@?8n-wj&+8$}lGJw6!>$FzWo{?HVSwgZ?HGPx#$2fkCIGlrS*K}wC~0LW z`IX`W31sF_`T~V9c;<WLdGxN!7!nHReccTs>rZpB1p5A@TBMk1=h6|RneCVw_Ma~Nlt#ZK)b8({}WG50A zJ#X^>dpB|A#hGaW6A6gv$vjp#$bc@g%x1z=+jQzHt$it17Dg@>C!?=;q_szasy0FT zm3j3 zZYu|VSD|*_TuLa0w|+78rijYW^wgg7O; zN>fL}xeTT}p~PfTEuicMlg-^1L=;L6Mjd$H@*>Qid2w&3ZqEeH6lSV{DvK0*Si-Y* z_C(xQHMw-IY8A2lE#x>Yl<^p$cR8w~dVZ8}4qA%E%Li60{*TK`&HUsJgx2cC?{FPv z6wA&MzmD3H#<-KAY~X9pCd#X{6*9rf3Qx1Ye^ukhj<6}2A!Wd_kX@9-YJVW;5~c5r zRXafrSCuCIfOss2wVH-hWHpK@WSSF>!V0A=K$vfA1@%-%PSXvOe7LZ}l^Hsl?}*o6 zP{dBp20K>5l+q3y59Qb9Hj#emXgI-cof-iey)djD5Xj2wd!~8{@2^knF@?waly742y4yH8Ye=do2e7R zeZ_jq<-{4wR;jQ7&uKbQ?rw~g=!XMMJwzUHHE&dH-gB?M!HGW-?ru4yS>VCn*khf* z!ZlC6!juU~*B!AMfE^~=AE$rSHThx7;jzIAdr%TYYsV=xG(mA7y>}(uKrXE}-2ZUl z=y54-o+`RFn8?v2Z;p8?bv-B2(%8=-lWl)~=!EMv?k9KC%o8D1o3ewb`6qgxaaq2` zyr}H1osH0VEaSXP;@`k|EaX(c8sg7ngaoK6l|otV6on>?`;e#{8+z?j)oLNfYIkij0DMY{Sc2|4 zgU#Sg^cdI#U6ErQwjMviiz)1KrruYYX%R|qIpC1&&-=t8nWm-V{wyv2y?X>c%+NFu z+gOewa~yU*r&xS!sF>RGNiC4n5k5GYK!r4b8t8{Rv5C0VM3;zsjaqnxCBjbyhFlk0 z!H&U2D1$OGpcrB8Bo`qH^U<(X*wxXizH*?EkO*)ghKd2If@!tL4Kk|~RYi*aqo#Zy zkzDGK#@bMFr+FuAuJeYYT~WJ~EAntk-Wa@3#O5O6U7WZVYjVG9AYrHXBRE^DCq_V;7K-~9@{g(+yeTxb(L4d2u05|bC#waJ#mduV| zsoa!VMY7Y`Vuj^J4Q=oS!6x#_12ntlo4sV<6z-ev#lf{6mO~h_2j3^N<)nK@$N(y$c47aLr2Su7 z;`|>J&tG~s{zjv6pI#ydoa@bw@rpNbd;;M=pco~5>BYdw$2X=$W_@cp`P=VU;yLzFg$|V~h zSWuuiDF5Zl&kj^e#BLm#-D4ZzH7LLi+>vtzRS9a$p{Ii1Cdyss1Q8O5{M*{`J;sH! z_Ekl--bkS&YSYKn1iyJ8=X6XX2QGz(20*dR^qgLF z#08hia zmDw`7BjGB`&1XBNvf!;cqc68Ob#51g)|{^4#rvX*M(@uaj0?^fL^BooGcv)KccIZ! z8@yc6+isA+nedf|V@Rr$V0x0Ibqo@ri{tG@rtzRPkVNqJL1$nhRYG=)O}HYr&dBad zii!V?-In#aO;J;Ir+(kB@tJhUZtqN6&vaFDNXOY0_9JK2*Z|4Knf8vf=sz?pUNJ{L1>JN_xGGg<4tRgcEqhOIudN@a3zc(I0A?o?_Tu5FeQlatDxD#7=R`;`23ph6VB&HTshami8FIdq372cZ zl}>+8cs@Xy*q?u1`0Z2z+0M>yC2f=(9wW2`yiw~5v`#3e)v5xL$*O|0FprR$7_eUq z@ZZAu{g{|E;hG?6+$LT}g*MR3 zp~qR1ijQ}M>rRSwyTh}vBx##uiH%0uBhsE`I^Dfkc;Gc5(Yf!WXHF zqen{l(5Ie{wb9at)36YTcbMW?>o}vGw0pdpj(Fo9ndPDK_SV&56s?9;BoHYA6R@k<5_z$wM{;87BU6x6CTz~rXJlU*i@H}makmB zV{A1mJ7ykfV@B?}jdQrz*qT;@Q%{m%rchh2nQ(8$fKWt!6s5&{EicTL5u@;Xvlkwa zdLfbCVYhKT@x0Q&QY;B$HLqDK3X$1cTlD;LDcYQcO&0^TJwqbf1J^KaNBS#Sx-+vdpil)!QS8&C>JhSqQQ(= zGd}h^E0*Z}GUq))j@_ed`=4Qu) zlwk;}08K4U|Kg$);olluCtCY{InezoKb0E;>x3!CSh-XMYx{Kp`ExE^+%<&{;}OMt zt4ixiZR!w07KbvYPgZ=6_9dQfV{E|%NdsBGUzAOCJM!U?g*{{A%xAi|I}WuYIOCps z5+!n#dDYXQA{I>`>|qLA<1q}#E>|v6jmhHP9BF9(3;LK*2Oc`a4b4Et#`eIYvSY)X zFNbi^siID?`Y>c^oUUH2mKoW?)c437o7(fC3!#R5k&)8GtJn&CXw3035E8%9Er>u^ z@oQ(}W*p{=<25J3T^k)-f4$9$qz(Ptry zhF3+5Gv_p5@=Ulz$A`7e#?h|U&XQ$!7}GJo!Qo?p8E-2W{i^VPY;t$!%Zf{QK~qf# zsD|PI9VXJ1O#)hAUv=NU295(6g@T+?*Gvikp{zWp->u%X>ny3Q)T9dg)GC)6Nxrtj zocfj1?pPHy=lK20LyYXibf&flkAo`8v6oEqnfUku&JAra#&z|6a8H-YN&y^o$sTqbj{c#g3MvBb>$PeIpur zE(qg+@I|`Y0-NA_Bl~|W)apLq1AS}bXn3|`AYcQjw+#5_#(dvDj5A2XSA2f_K}9L% zrt4q4d-soH?msB(4?qrM@l5pUN8|lJSo245cA%%;N5j#hAfWX6?e~$>yY^_I zmht1(I$a9YiL#E>n@v!^t9F?CXNx}@RhiQI}Hof}ndAqoW^UUB8IP?bps(CiuM3RGvh1#sRcFv-7s}7Bu zg-K*hS1XXev_$*}E#!Re-1Ii?R7#Y%(FQbtz>x@k*DoOh3Lre znfNXcsf$Q2EJI$d<4i=UIxy2jdd6K zsLEpbJX4Sf{Nt$+sFB$ciHRE=tkq7hAq`w&QCa5{wRPD)TNh__A4Z$^|LJ&GvnY?G9Z`Ws#*_9{XptMj!Jlh8sygcunCU{A|tt zqiyDo$Ovd#QMVgU^Iy1fS)fGlqD)^5Et*I~ZqXts+ASs8prTU`au-0eDxWA38JCwU zYnc0J+(xn;jj@ev><|QJ4ud0o0o3mTJEz28qP|1?g++OGA8`5q&nTuQou+g6hNvndD#6z9dU_54>-S`l#Z2wOUp5(=QIfl z$o>i|i{|Ra=8;}?ZRw-kX^OQr2MVDTEGcg(h?FXQEAAb%L)xa4usv8x;t0}$75s$k zLonN-4I~NDP0smc(&8eL(E$rH#<1~$`nbG;pgf$yz2@%gN~Qf>`xEhdMQ#hgg)s3( zIJaxk4AgKc`BnH%_Z7mic#5T4oxM`UCB6lo;b>;Q(>sW zk`-Ud_bRC_-X*B_(z@z*zNK9`>#XGWo#NI}Yr1N>O?o(>*QjSh~6bPt`*|%Y(~Ly7%|oGrEnK z14442bj|L?8fq%a8S8_^Wf@n7e4KW@TGkCX;(hWG-WYaJ5?ZHLOP+=Uw9&vH8+O1Y zj7(^~uBL0gEDd7tx>a}C$rSN?#At((Y1y%Uj`2l2SHS?0@6x276$up<=gF#grB<2$ixaH-xeb*AX z^+&9>C3j89iWcZMjb||Y9HA1kOo4W#rs{c4{CNXp^tigiN~Jw%M^O;3eSj3EGx()U zfGYx9cvda!B+O@x-1sey)MZV#YlN(ZyDNMvt$f@}S+h_z##nXWLOUDP^MzTOx~Vol z7X|ANp88n1S6Y#t=qo!H9;vmC9s=4SBw7n-!Hikazq|`ezbr;iDoQ!E3XBShj8FjF zRKS&$9yFR8ig&PRF5B#ky`h{t=#S;)2K%{zZNY{G4^4q7i>%DL`@{X7zOyJl=A0 zO&ZzNSGKTV%w5;X)T}F@O}&Rc!scQPi<}XftoYm5H(9ER0r+%(#&x%h(H5!gckmWB zkEwFaC13G7%8jeYM6F=^(#sy{U#2QD;Yh4ESY zz(qi?DGO-GE#?qxqK*aO$vk7j(51eWqLJ^vXUb=gI)p=F+R(3cD01v#uGbG=9w;N= zG?1bNtFYxz0}pzuj%N(p+RkMKvn7uU4%0(BK5efCS7v6`b1e@i0i{BZI#KW(*}T)l z_QZZBM7nP&5`vH_U(rBSS3@{^#5c>iPd{6_m}7N*&$K$jnf34_k?Pl38z6CJDJBJP ziEgH=VP_+N9=tO9EbQ-^6bk0(&cUqhyYnn5%9QoGC_T+&u6I?v9>`j5d&lWQf4i-FQ3vM4xfHOSNgmGPp}-YC|O&WAio} zsp$%&^}?Hl@Ir!A$qm_G>?O3ISHc1&1Q`0io5?-GkP{BkxK0sqy4>8LNzGt;J`azx zh+ES5ZASd^(@tENCAq@mA>pWzb7DLiMQ)jf%SxyKwkvY&#tUo=gvzfyl0tsau>^^* zDhBt4f;WefbbaoPQl%eHmR&=%*_wQHxi>aoTIbDD_|PW{Y14Tt-M zmZEK^KJeF>X$u-v;`R>vWu5SE-Tb|ex*C$-V3wjxE8xztRxZvA->)Dt$S$*;MmSpN z2?2gUvS{nbMy~_h(R~vCUYAo8f#Y5?xXaC z{K9B2srSfL;&o4bij|qVB7(K~IJgI?Ni@h0@RboAkvifKv&qB6^nJJ%`j1lp0ETJd zyUgXw@!5&*u#o~uxf;i}LlCjlE;#iVvvHZ$p=me@F6L#dc^l;1)UZy;Br1ZSbKqDU z`JnuEDEJ$sznGiKA2F)YjXcuu4$SFMHhC_ZNP zlSB=bc@&xm*!!MtaH%aSv{FQ-k7D4x&kJR}mvzsFb2m8Vs$|gtmz(smIZYjuv?zhBiR#8D z+g6v8u0i7B>giCydUra2uPhQnX)x@t$~=$u9KKkiWB=P+MZ}- zq=N)gNvy1BSbdBpbb%r9Fb#Ih9jQhJg=O+AanX^+t_2Qw%ITU$UjfYK5_jr%14)kY zW!Q?ZGWxf=hFIUvvLiNO4C56w?Wqiwpm2>@t4^ol>$6!xCE@qQgu^4+yQJy-3wPFTCNN<%TlJy z_9gX9qN7`{F8e7w)SqAwpDSSOQ;1f~lqc5W4zt3^*{h-#oKz^ho7w}jm(D2n-Wn=B zRVqQ8%CjipbMf6q81%dHELE9u28rKVu}S_oHruTMJFHwPA?3tHeAbtqkkAKCyF}_H z?xS!tnXxV4y19iegF!vy&X;;y0G-)wae_UiQJ}!NJOApKQcz*oax!&}kB#Y=Lvtl% z%9qk6lF0-I2&Pvw>ExQ-%`B{B9_LO?g8W!hN| zl9T7m`KFJj9!Ji38hboLxOUk4&uZqeMn=||Jy7!vNQLU`YufpgI}#m0Nr%zFd$O?_ zT4$#i7PVSvJc`;-9RNz!q(|E?20Rqs!#QRycL_c&)dkH$^~B}nXrmCWd0S-L{Wzoi zk^*m@LE`8GE@E|4vIDBqr$yDktK0#PMoc+mBcm$3(^Ay7;qel4c$mX?#1>FmMPIm^ zjc6;#UnK`DZ4_;Nu~7pA(ua!Ijn&4_;{j(PDKxmTNy{tf@{Ji2>!)yJ35cYuj2z}v9OlHd5rNt?m28%Foe5VI2y^vwk`MUVq4o3$1 zgN-Qugo*=04|Nc5UmgJK^D~Y@5=7%5A|}}I<$aim{}csDMS&!62J|bCqvh<@m#->s zv73(U(h*jvYTj(V!`sWuTY|z@6mnX=wgC4x)2fsSA>>Q$F?-Fp|BW9*2Kz~W7#zu7 zVhdRPf~A0=ShETw{*7EAseJ1N|M z4Ga?jH;_$_+~=L5ZLveOOW&6$CtsaECcR{zthx9$<$T&t}AWeQ&iKIjW@>yh&FPa|-1GJ)v2?30d)z;rrjl zZy92$nnSj}rbqkcD@6Z5jzFpXBF^eyD_8>7@G-)_**^9^LBPKX z>1I;JT1ED8>-&^(9D^afg%dmE39E5W=N3UfpakE-B^*SXss|`S>cJ{(z)nDfY5UFj zxpsIu(eZayyCDGoXNm@Jea)`}1VDR5kHMSI*^DyJ(UZ291A^x7pYd%Pl3zb>%8$oB zpHAAcUU)yJ7dJbLHCD|iGIwR8+f((KIfDCp-|13E*}nv8BO*E9GIGXcASA}s++hK} z&Tt?h+R6*@y(8wM8*p!-%>Xe3FzSmMB)76wgCQ=R`O|M6Q=%>^&)fri5&ER z|4hSY;VAb+xl4mPF^h0WuSl)oh6H1gOM2s#VLdrJS>*=GUHFjEqQ*uc?3rKlZk6XQ zk=y&EAw#oNQb@Oav1F&((+OH-Zm2y0RHT>nl?fd(LUd@KSdVuoOP&fgsI$UX=T|m7 zTcM}gPRBQjkA#>M3UA(txg=b5WOi86$?_I}7fp!kB{UVd87w=LF6;`Ke)JJz{n*iO z?__+Rk;$aAj##Rxxu(8>-|#cfVAv-@jx^lo|I$} zZUXeaen$%nYN>t;8|ETDUnrlDda+1523_;#iQ-|6{Fi3a!B7UqE9sT)BSq|o5NeGL zO#(u_Yx7(PMFuZ!lFnG2OUrDvml5_)`rdp0%tC)9;N3vkOtW6%n=0Df?>ZsZ%WzcJ z-@YN*$T|+-rN5(AtceEV9TljJ_|$j#!R`Y4PvGv`D9lj&I*j$}gSYm3TS5=oKDK0j zPj}AYWhg2t2%=n71|_RdV-E=NE#-X{on^$SW-5rHqnb_CuVA=)?i`$!pj9s_tub98 zxDBi?=mPhG-3n=9k9uc5Y@5~Qq_EcWYkv9qEQ>qZILO55hNQ%!ONkNwDpc?yUf$9v zdE#R!3l>qQAko|Ps0Rt{?DuO{`4`8dQrZIMk$zewjR_doa^Y*KSZZ6rzw6SMw6BLJU-9L)+$Ck)9@h5ulSrYFC<_$^#278H8 zxkesi5nn9hVm9nOPI5JPvJPM)AC~S2R2Dtv^|^)yW95klxaJfF`;Lx?q7yzwydv!q z_>l4&Grs>r-di@rnKfObKmr7kKyZfu!QEYh6Wl$xLvWV_2*DHF-8E?A4Z+HGk=cJE!gcGap?t57{nyDDTHsxpd?>oGq2XyBk2d_j|6 z^&%l7*B%cQmDUrU)0OkmsIRf^ecgiu|424#I_f9`Fx`tfFrcsMTSmTYULxGtl{>7ZDC$7Xnx>YuXR$|ZCLuTt6rTF1_z(z zmrSf3>GY~sZ}N;#V=AQBEDfsC6TXM~lsP#wyH$6_%Oz|df2#2?Z@qMvPt7SHTr^~V z)C<5>?&581ZtBnU%%H;7@GU;=4EJ|O!zT;RPaX2oGK(8aL)L8gTh%uWJws)8 z)l{OmopYr?L>3|Y8ttf2{cV@R>ncSXfEfKwJ}}IhI|kcGgr4(wPjp)vW8j3NSO$kd zgJ!efYsoT4+Pg^P=^$msAFQ?DkiX)3^S2c$v`oAM@$VVw2!#Mu>ij3oH-uI~9BouX z<5)A!QiJjG&A6w^bPZ~uMV7iy0Pieniy9AcUoPiTunGFIUV1UYjJb0i&9t}+HSuiW zvS^@Y#jHWLjg#3aYA=QI5Q`>I^95c1f+2Tmq4qqmFp1sRo@H86IG!bfgP2ufb(oZV zw}rFxa^F6muY6i>ke`J}qEO&|Z}XUS&?d}+u(GUuwx#+sW|}ZG9DN2jXT8hl?4K2WJK77#<1#Re zv|JNOosF;r25p%%0~)jz$NFbv^C(JZ#I3~z$C(W58aP-}!!Z@-rWf^wq7eD)FdUb| z5!QWCQn?I87TLqsaKtfC%M1_rSaPOG0nb#x5 zBF{%**Li&QfEd>quV1!G;F#>sXjmWpLRl?TKik95TQJWj-^EbMLJB=>)C&-UkO9t9 z{25cyJpQvXtP)uHP^?x-F~d6M&mR`4Bf$PK*=4P@nFm|-K}v%ledkN22!Y1l#U%ot z+(=G+s8-9hnBL;i2C}Kyeh#%~8e_!bSA8;zjU%o&O>?_)SEj+Nc*pIGc-ce7dta>QtXOfy%I^CSDm4`qmY;r;`!3j> z$mQiN`>7>aH)^Q;?cflC9dk<(f`Yhi_lDt=} zo+>#Z{P38i`$$i+t8u!j|FSSD7Nup#%+&sa@(bksC)OX8`KEn#h2QuHXq1gc6?-qr z7go>eJz@@7EP&gex%xOZQxj$B+@XN7BQ0K6LdfexS~o+LYNdoEWxZ!ooADllK9zf9 zFV)*e&vetqMf)8C>UVIj=Q~Qnv)9-tl=OzG6=^Q*M>Un(TM2HWO2pemHFO$2Vu~_m zXQKNF=>TOm)9f~Rl3s!&mH`Mc0Tg2V{vXPCzmUua)aX>kR7;Tz3B{Tp@e|FEYN0(L ztzn2M$J`sIH^Q_^j}t~MN-^eMN6{|Rdrs#V6tmX-) zXZn7H_^ycu8@rI+G9pX}Qww}pc4e<=D56r)RME>WPn?p6 zZy`)e&@^&B!C8nZ^qzcCzP;T>H`PXEh}v7PwO+f7I&*Bgm^(76p7X_|$MdUuHHRhk zAl0_0DA$yU&s6h*!#lO%9V^>9?a(xGb#xlzrPrt9z-s&YQb3zo`bmh^C-Mb@%%X2O zTafL__K}4*kBP>D9a}G?zeHN8wHcpeIo|XxQwI~1ifyF=qW!_BiO62R=pV|yMuzCTRf|~ znC-HzUQ)XOcOm=ETR*Yr`M6u$@aROnqPnQG=`u;fsBJY)V??)qce<&Z2rgo#aUQq>+V}`ZO@T_m=G&ye5$Ks0Z|cf`2?1)W&6&)(889gr>yD z{6$iLB^bS!s~t?bpsW+T>}}sKB$6N00W_D^*(7cn-Q$<7Wng+5u3k1|X*(RHa5^XU zIrFWxo@kBBfo`OB~r2(YTlk zV)s-5JWqWDWb}^Fd|ZSdWHN;5vNW<&6WxaiSGRD5$ha_P*y(OW#I;M4_p*c8@Q+6f zPBf>NR`AgsI9=Sue=x;Qz^Awv8rg)tCzmXL{B;lEsHn!Vxn%?G)qxq)lz<~!l+A%g zXcVk&-Zz8%ONQ$YrGQ_I8|6T>Fbmm}SKu;PONFWfuYqqGu_QIU@%oAAgg&ZT>Q0W4 z({gSE2ij(5`Z+b0tDhp6Uh?#=z6u_T^L~v}tZsywwXB=EFvR3nYu{M9{T=btwlPhU zjPmdIlKK;^&OD7Mp0%pyjpO}m?~{5y^crnz4Ha;1wNy!pYHzH$!hyXgpY?NYgz836 zJ5NUScHZM>iM+U62j6n%!a!MQb z;gN0CpaFfHh13celY*02YPedmb>BV0y~apBogj<6{BOsHYaix`Go~fqFXVOhE_8=} zAWAp%DZ+@0^*+(WDUhFupWmneFmd0j)@(}EWyxLosJ)k?ED1VfjgWHAZtn8uPpI1- z(U?+DkoU1TfGAInN=GaTG((QYk6e`tM>7J^GPG2fiR~MD?O6@p1ak<1>K$P#IG~%g zYnA6Kyie3nBrbzs;l-l>%oiw_HXA zG-@(yCcO=*K5#K5o^d5GRy`>xuLJ92Fw79R+$-A1CYcs&KN1EZ!yUQb>8~6(om>b` zYdgm2$oe=%peYW9)sA6iZ2+-dQVCqFj(+&po;3yQuEw@>2zwIK{r!adH@}rW08GYw zRxgyE`my55N^0KT>V5}piPXGki;0u&{J>|6Dd~LvJJewt8^#_p8&)BTN_S)~oz@%c zW1&)KuVfHKmRLtD`P#&PWkzJajo^GPC7_sYWH;T?)$yq*Ouvd9GugAadIhx_b-Ok? z)9Z6b3lWy%BTwqEUcmMdxthq00RH95u5jHPENn?e^ao6vEG=aY9xTuP+~f0qzCAHpPq(4YQ2%icmu@ims|y(Nt5 zdglqx9{?U$8k!)8l*H^XB0hQD(oN=CB3uQJxZBqS+Xf@$mo&dUw12>6|6hYg|DV&j zmJr2X5;>Z6xWv&U45i46#Wm$iH?UaI@ z69%L{A-_WT-$BMD1X@w_ag1!5KV&&+{{@w<`IES=vT6zcgI(Ha@0`!`(mRJB7fVaL zr@`~eo!d=*I-b$myef{e;a*Mg=1wwO^Lhq7(*sg34a@PA5Un1{`06^J5ULmt4(+onL z)T@P?@Jbd@TW|MSF$g1J8hS9Y3Me0PB3_m9u_!c+t`O(>( z=>{L3D4XG@`tC&p9nDhX;RQ(4@wwv| z-dM#pb?YA*qey@7SpSKJF5$`!x?GA-iuNrnZ*8}Xh)terfAQ~b)-FoKnFg>~zah;1 zz=zjC`$lVMKWj; zW?$)IzTWcUPq4V>cW|sjM51^zLY<)7?wlKXsNge3f3SHlPG>SbaXo{tFcl4RIB0d`@hUi~dnLV+ zN>y;HYcxH$lSYNPKxX%iaW&3*&5t4_Z(~0;R39()U;ej%R_daLiMS zl18bvfpnWf&5s>z-EI+f1*L3SK@4G1MJtnd?{{B2)t?$uBXGrnl3IQcU^ozAGVb>E zQ)`M|?D&qeVp9=fOc@Qn90iQ-ej$F1x-d?)fbkt0480ly6jGbAyf@*6F;=Ejt+je3 zN~Y+(82TJQA`GtW=qDQ!_T!pWCMQRj>$Onj0S=X_pxjG`yR>k1K^1lwk{HOjdM+uh z1JeRvp81qQRE7@ghx#$^t^I=uuUtg6F;dE9;Asf1G|s20!Vn=L3wxGu+f(ygZkt7Q6)i=W#TVnn&v&eygLOl2E7~;r8Wr zX&tRsZ6Cd{Ts*1~;qRqC^gYR$eLrHJ@ij-ailRk^-XcA6^!h*}DEtkAhui3Z22TZ( zMGrG$*w0cd6H+r@W85Ab( zKrR6+3D+ln24nH?Kc4`-_Yw_9S1Bl{mO6R|QoUFe9?(w>r%=t7ayEiHRi0y@)T%`f ziB`Z8a?*}gy`!SuPE4_og88FZvH19wb5omL-XfO~koQn-_6&?ZS20ASvXC7Xd+c`# zB%@s%_IhXmRnT!Hb1h&^;T>JG7;Rsy)&5*(Xu6xx-Nv_CyCfuc&^P+vulEXJbs(RBXAq36b4U3+6FzvM3X!kRb zB+j0jwrm-PuDI!n1(zu&>W1P1_ry~{o(e@5k>uX>LKbRr`iYlY4!@*}zUZ7c%fb9J zG2(ChXl$C3#+E!Z-4Q424Os9qXT+2451xfjke{0blxlJU>SBmhl0T!ybEpH7xB02-p2ttoD;5r36PIZ*oN0b}xBh4BQyB^2u$sG9{~sO!7W-QboGn}GdU@h6u0f^ox(tL! z`?2KB#TdG)&8Y_7|3yE3{Ym#r=SH?9GK0NYxy%<8wH1aJb6L;q=qvJ@da5YA(s06M z2{tSA?b&J#t!bMFUK(XIah{5>UJxX6O*v)&E#&g#m^zr|b)4-DCes&kE)tt86k9c< zx<5ph+E_eSwD~~gzR{k|WylvA5+*VzE7Z@y^(4ig!{>giK|Uo_8|k8zP^ROuaAoJx zL$0bVPInr6T&9KkG$qr{W;)S+-Qn&h($z|+zTgS98^UjWKQXI;R`3-?+>%sMe<<}( zgB8=82I|;YaR-Jt(3TP%TRABrsqvboX^uU0ueM3y?$pe0=2fON-GGbdfVbDNn?(q* zX0?40xc?NN?Hmb?JoJ}DjFe@n##?czKCMrc?WBq7pSP5 zU^=c#Y$9fyjU}aOT3Gpu58__|Ep@4`SG)SWcp04L0&Qb$3&zvBr59wcY81GTC9zH& zt(ma9v2n8sBRQqpgy!l$tH_7eGH#V|Bt<@i;ZK@qVjUK9xfsDQHA_=a0v36{?@a6M zq|)K4zf~}<&b~sZ=bBz~l~S?bwz_HMkM|y;I`X|Q&tu!8P8tZLv+%k1Se!}Tf8OKW zKHC1~!pMg1)M%Qn?NZUEgmONcznWc$Pc1L%4bQ!UB)rec5-ELD616@2@_S>0($MBN z5;4RIb2a24oac&+DTM4;#UJ8jdufCicxh}O+fCV-+2DDUaZj@m#Ju6KH7f-OvuP^0 zS)|@}*3BTQ8)^4FX;S)afR5@Ynk8aOX1WnHQV1sg-X%=dTuc)hWI~p6#oy53;;i)- z+*|OyN!k1<6SKB;-UiAGzv_-s8aZ?2)K4xEEIjG}g_M%k8l`s=@}Zw7N%$OhVvRz8 z=Orz{LhyE9%k+!Pj>LkZV3WJ&39JiAaon-PI(@ZI&IlLB(NmkNN!_K@+p+HfE5&X5 zrjKxF6%HV)_FASkCIr)9HFSB$1&0bs<3cs>Bl|J*dRuQ*H|Wxnl(2v?c!A>b)9Koy z$bK0aC~TWlLy!6$7ZGj}pO<_;Mz}}bJO#nmc2ecMBS}tIzyDqs5_=rDr)mG9_QHMf zO*I_ZLbeyLUp&+K2fjJH41e;i<6j=`A2eK83+<_nj7V^B+`4jByh%#zaUVj`I{Zr^ z(&Do-b!AeOEiu}hfaiQK$B0ty-k4#MD=mvwj$PG;{3b5ph?~R11^YnuO2PsZp4280 zypFY|nwOxXeJy#-ZnnjaU?=>icxaIsyD_W7_$wQ}x~tBzBwN=_jis9}vn~eH{WTmN z$GfvpQ~A}mdo;Ga&M)uufsUEJvto_3SquZw)`d=v`vF(2QHDO+r2X(v zj*Lm$s^fC)mYTP$NBa*?i~+X`kng8OYAP;1rh<>R=DoD!HA2)L)n@ckxmo#s1{XGq z&(%s z^%tHIpH5hLwEZgvt%U;ZlcuM?HEP)8l{Z%x;6OpUUB^bh{Xss2u(8M zof{DhR?E>BuVtmB1b%$~%R3Lf*Tj^rAzAd^m}?r3wGbAT(sB_1N{uxI)~pVg`QCLk`e(;rrFJLMQ)LlqpYf|0Sni263&}ao=hgEf3#< zU6iz1v%9?ITTbTruKg|x&>QCQ>ZP~K5w%^3uCK{yG>mrHdkFkgt5D(^zKhMU9o#zh z<;Pd`r1lp_mjQU&_8JPve#UB#+NDGX-)PE+qoMqcsh}tksHudpy+@IMp@_r+n|Ks$ zgWBE2kao4$M_PreJo1r!FY(8^Ng9xn3;)WY9O?Ns8+EpgH9Zrz#%sc$&WEi8`~EEm z)AGvch}$ILvk@&MGOk~6O0b~vLc%+R)a|6taoeB4p9Enu`wZ@vHxZ(3 zElSoiS=|)tb&eeqI|^duV;z64nPY>XS)<(#Pd#eSw;U$buM+r2$K4c0wz)>QkxM$> zG5yfKgqVGS8~|q{rxm_JJ;vfRp+HcGO1Fah1@kr{n2%LT>O{jYT{u z#hk|ct25oQW`C%Y+iNfA`~skgabCkP@eq7RX}Zn~-BejfIleUINVCzWcjJDv{G!^i zCRd_1;+jr!4DkI&>ypnZyaN4S=lZkJ@$b!}>%tl&qSCgAyFt#5{A&}!yKbbFWVjrP zl^YMq7-ev;j_ubl#7SxYToe^Ne`UhOn2B5>P8*j~dsDLCBi$sW9y3Ix{HweJ8&WQ- zw_5hKmO~7~Zipvgtsl8-F#^`ov>9B9RK*P93?u}ySVpdKxppP0)hMyX(FAS&hfDS! zy2D?Sm3%q`ZzZNVGH%!mp`Hb#A&D|>`zkW?bYtdNvbs&dp!&D#zCHv>ePnCTr~8;M z%2CHgTr|J=J*l9X0-H9eM-hRNIJp<9#->yD&A3SAKFY}xUuN=*7Kcu?gSleq``68G zbmpEMo`;HMZR9X7dGz+UQRfO&3peo8DHbj`u|^!Uz7(o2&PzZHEWO3*BPgro)Oe)^ zec}-+{Y|Qn%!^C&h$;9p(T6`Q%M>pg#Y_9wgZ|&0lvg3U%2*Rjd&;u6Q>E!QjP%Kg zm4XrvgCFcBM<+qS9)+G1A55p`a%*tu!@UWn0cL8WW=u)~1W!WMR{2L?=SOf~Ky)Wm zyJy1on-{SuqaI0a>bd&IX~>rpbXRP)GOJO9jm;MduM!}UEYNNf`FuGXcPWJG6Snlp z0;XshNBhtdp#~>z09T!MEw|MrZMPEhjq9<|^S)9MLCm-?ZY+r81~0i8-*1wR|MRCX z>=Q6m4XO%&U3hP|=xx1V_=F`V#3m6^!!@y716Sk#u*p6pJ5NUk*&1)VsLXI@jJv}hxn$p&BikV%fl_3je=U@DI(?(pris`6nrJl`_bza%ehOB)uuC-%L6!H)c|)*SBL9=${7z@a^)c2q8e)l+36 zVl6?7z=VlG^4}D5ea+>jFmJT$s-WnH?I__r3n-3?1nX)A-C7EX`t*bJ+NdD^0@fl?m2IZri zm%*;TOXB~ttN$}$tc8bAmU(hw0?E9@hHvHjzJA3S6@tlZPc9r@l{@0DcHzDil0E&D zi~oCGTH!+mtasS5C7jai>gvRm6*3@~lu@r4>B%}jN725s3@{htrJ+WTux_ZvBRq+c zaVKhSR-Z{vu7iAnIs@;~r|h{%>RN2(1uHAvFa!iGFMv_SxVnpyt*H#lYve8M6LO({ z0jwTlV5DKnvADR^<?)&we^)N3byD?7;aY{a5O0t~VwS+Lw;$=UY0S8VD#b;f# z9{5U6$9XeEjeZw91hADv2?3W9WtuY|M_Whu3To38lhB|-(?7Cm|k zPTr`hP*!xd#|_zfWZ-o-3e_SnH&ySy&ACjqUK`eSV-2~Ao>}?9YWni?$&tj0dUL?D z7vhP3yiWgQRsJ_Ht_c6-uDNQLUV`mh;%LRICiLzKHe1o_kuDmZ%|Yq-!+UEa?%zv)u#bkos15yJ{wRk3FJBL#qF_hd#X%7hsK*OF(t4-tN4@3wFYM&+ zokRccpMYK3&r|=uZsZ=SemXw4XlWTff(Ak#J>EDxoWCTL=CJ_q39S032&dauP7V-J zFdLL(1s)8!NSy!V!p>IszWKksI{$f3|Los)Mn!O)u-C#233+Ry=m~Z9xwotJO03&l zRDQgh<}|eESN_=#Ms&-19d~tbi+l=d{8x$u`Hy#Dq%n#e#NC4-@H-7dto9?KK6K^4 z2686lKtrUzLb?C=Cb5&GJB-J@B}X8iG);h? za*dVTeR=*@Ch?!o|Mx7XKf$8-$5xQ??FHWz94`+TRR>$OBGF>q?fCgF3joyEQ`$T3 zTRTaQ$s|le!cAm%mwrtx=YUb=v8aA#lb6b2pPGG_#NPAJ5Vh@o`gNu9g{4h(u&0LP z)^fHW)F(aDTC$Y+ZM3*INp%}*(h-uYHDKrLYAp*OE?hf+RfZFD1kPc z6?eMJ41noxE(;zKILS}iOK=x`4TilZIf3L$IQ<(nIN3N0$j~OD#VMp;n9P4U?Z02f z#3`8X$k({dtb#8si`NR3HJuR^IV$T|)+@iGe@xj9XRw;X42b`DF0p>-Wo8)YP-dH} z&T_F|Dg)WFp%fi5?u_bqldVYbtN!?3Ri%Fx_sPmWEKet*Qc8ID^oE=ygR)KHcAJq-yHgTooPa3PAlt%nlJ9tGIEPK8*z=H*t z+;@nppUdr<M6v@cm!b){45Bm2 zM&@ge0x5i0&UTCA{M_--#RC2W zp8nb8^HV_ZuhxnGx&+7Hb(9u`UdG4;lA0ijX-;nu#}!MQc$Bb+k`cmY_k9-l7yqL& z;!1OGrq}moDiCe7*qa8m%B_7-fSI3=?Vhi6(w6T@={lGe@cgHO_1f%*!|qVb;1rqEHJ-Xk zIWyOIXEW9ASOtTfp(E z&>6>FG`U&u#$8K@e2YBjPs$*yQ{j3V^fknsZB!=l)_mO9qY5cBF7oqz^;ib zL0UjD5;WEM89A*xmPV+CP~V+Y$h>AOoGVyR;um%&BschlmZN~yYCQ;JEuPimNmvEI zfr#YA8${)itx^`zK0+tq^wt?&Si>3TI3N51QmtEiZ~-gGGB2*Qxs~`jqbkjFjn)th{V&T%jQ)>fXf!42R5yAO=Nvt@P(*^EA{)x5Pb;KSY25FXjx zB{+#|GYeD(2)Nz5yd@KaE+^TG4oA z|H+)4wXFtX(*sg@Ku zUDG)S3&X$iiL_O_t=RgL?P<;k?7tgE`}!!49q$2uX20tQalRL9^Nu?9GPZ}Gg$nxG z^ebA((JPl>1S{OiC6Z`=oR@w=Df`5$^>>tnk3SN!&j`hR1HEn`mp-5qKZWR3uPaD|l6)rs z)(#^Wa7EJeW9vW(cSI5t1G0ygmxd6Z4(=ykg@(?=%Qb!03f2;4<~88dFMeW`w{ zx{cA`4FGHW ziqGZy=xd53envu^(d&RzhbMVAT|65BFd#k-N24tlTqkox?sr z%SnLVppaK3kkr$k6lZqtrlW%TUTaQk5pPv!&UOtPapYk16*mUH8VHFdP3dgYa#R;= zzllJfs;_ly^^9@}XUEU=_DNBnzA=M7NzXP!p8ro#w-I?4HW5#SRD@a#5c(&Z;UA0*WLM~(E zw^rJ3n8SU+CR&@|83%Bb>y7X2({vvw)SBki%A)?>_{tcZ^0xiU)no1q*7(Aavz?if zwopCn69YSu%g4J^DhndIl}5r>`e>XL_k%?8@2Q_SGH1Xct+aF~FPx}`7UY?%UZZF3 zvSI&7!}UJuBU=Zvhi#1vp{L)gk;A6KYqdnEHgNh52x9(uBo{*`=O0Hi;eq`CK$X#* z``G;yo}>?Se=0_KKaIsd+9gDFVu~yUPSFc|($?RF){$&bN)EXb1ZN<2{_WS9TQ*W7kT&?ye(-rx}&2)lj*CjM>Yr? zo;(r&tp-4D@EofiE~k`gF!zgRn2g%)^YpKw=pvAF@BzTl5V&O4v(+|YwB2kYsbS#_ zrpXBkE(%bkq~>3as|vXF$!fiGy@Fg^fV5ad?iJA*Poe%uqDRWmbjZxXNXy=N+|@&p zk}!1f008uap2axhuPi5v$a%KjZ*CZnsFTeaVx4nL#?mqoGo1)RMUe)^Rv%{>8ThMD zSJE$Pq?`;)t**ACQdNnp`rVvuo(TI@es~8hY6=Cq-*0T&(w*zH}vl#FKqi1$bPPo{ra$2|;c|9+dgl z9IL7x+^^0;&F#gI8Sz0w2#qWMyzBpvw1Z_yW(vPb6$3AP9`DxHdKk4bKiJ)AW%(y( zZ9GzXxB&5zk#;;#7)KnB?Ic|M{Kq25 zsR&OT+=1Wta?-U(+aXS9l9K@umw3%A37=a1Ap=_xnBm}stXl%ON;re9&0cXnAgH1k zIA$c_e7Uky)O>nVMIsewNL(;K;SAfxQX#E8^}!^RYoDs&Pjm4rc7}l!pcxOp(Z*?G zYoD2G0E-iFp!V=EZGQ|!vOWIWO&QI(z=cmnd4e$HGRt@6sR~ARm+Fr#XpEutjH4N8 z#l!_5^V)d#?pov4oWyOPNqg|dG>_tOJ_IDpw}i3xj{4>^tl;W#Yri_!|h5F=`0JD8)(adUqcyhQ9ucr7?S9d*qhgqi%@{t za2HpJ9zSU18piKvu*MJ;luy)@K-VsdxGW+#{Gezg-^yUm4rRbR|iO7GD@Zf0S95L>t#y7q+`P$ zEU7J~Z!6XO!DU)rIJYkk2F+tr&%8vrQNLpGwii=T?UK=6qPRIQv?$DG7 zO}v)5d_lqHsF2&3k$WL_)U}^9tHv}>wjP&@Cn=)C)K4=Gsam-|I-W|(YQ4UfCKL1# zdAQ4X=K}BDuC_&T3D+C#@^Jdq{LXc17HNbdiD+< z-n+A4fAN{Y-Yex?w$Oy!_M3Ab4Ku#mUg@2u$P|tb` z`UfQZ4@iYQxa#q8#QpaQY-}y?&{yy!u0@<_`uopogh?#Ez~VwPzN+|jc@XANuBM=GfVm~$)v$b*{q(6%|p4+#N> zk1vlvEG+Hz!2lX1qdUPi6T^)39B(d$VFd!Klkw@~Iew_Q$x-#Qi-5Kq9ey6xG)#f5!7+)cJ+kd}~oD z3i(#xZ=D@1v#7t2K6&1FN0KUe=n35*+Uw4&TBBXf);;n;kT%oDz*n6|jgy}XxH)p& z*aP}URUfSRzn0o?yH|}tH-ZYuDM92O(oTV0SM~nj<*Uhx%d)y5VAaEpvJR12fRDM;WSIL5baq1?*Mx7iRG@vZgy!bj z%Zmm}CpuJ)lwU9iw6O>X>&Q&il$rHqR0( zp{WLz+(Bb`f0-XVzyT4w%dH@-xou>W`p0TF=dW+KM;yMNn8SIJ+;Bgzrh+*>MtDM{ zi+drxfoB&87ZbL$a?9i@glGO>m(*=}PXl=V)3Rl0NwJ78j7EthI30e&k*c9zF43YM z4w7D&1kGJ)!9S`3#^4^g)HJU{S*;6LL|L+=4_u-4H2!S26;kU=Miy;rI&Gk|EBTxR zBflGCLlgVQHTk#8T8`j&9Zu{aqnPx8+skc_$@=Elcttz^>pK6WItRt7C;-YD(|^6K z$4^rjv9m+9#h4P#*WROym%(!27vh}1#S4z50)=mPq_g&sudCegAY?6NJbUfU3u{gf z1Aw%oxs`j)hl6WJyTL`LXv2BcRvXDEW=WuxMsoWW#ye)edp7koM}J-@q!zK&?*e`+ z&5|rY7{U$uc(zR>TXeh6@{&pjl5tjQx;J$ta<7+;8k`Ku95-%-y{>M%i(0@?*7S#i zu_U(~G3exX2#tku+x(8>z>_UdRt~M3w7mWGNtZc|qjz`~(^V>`}MIIzyokPjKw`=v1sNv4|o!I-^fF>4~hqM}7{yp|0zgg$>Q#$!n@ z3Vf&%QL+p+IvTukPM(;w-8_S<6uxly`ZpNJ13iAb@^harHmnETxq$opo=lm+jXyqx z0e70QA#{eSWiPn-jH(SGerbj|%$z_LTa5&i5O+&Bqm9O!X8Ja(kug*Ma7pN32ZKAI zbaVvcK)?ufZkS2;r&<}q{LDs?GbW&zBV~UKfyVv?jHtxV0AvRi?CW}6Esu$?15;Iw5sO9}{RD&3CogGQQ_II?8=9oC~N-u%KkNff-j$yYQ-1BL+D>hG}%Ss7(IZ}j>^W9yN8tS*Mf?G2Yy`d z#r6`6d~Q0?sqn+JlE?zCGp-EdoAmB=BX%ZuW^>zxo&~(kJv9~A5Z{c6loe@h_9cHT z@;zTJ8XHpTMYKTr3Ugu7eF66jGA})rhLqYpNN?`G>@i>f0{XR*O`#U{u|C)8S3JV|d>O=S4+l)QOQ80xC%}9Go)|^tuvq4J2h+ z=4M7)+gDTSr5|KocIf{LeQRMcTh4rvK}YkZR#kYeqSQAr!+Uko4+hDn1a2W|3l{XI zk_Wp9u#}d*c>_~xsIJY|n}+;oGJDw`$3}iSXa!UBO&b`dw4h=5>Q+8aN1ZQ-Z0>+z zJb$s)8l4$!6LjE9(P(f>m4JVwZHK1&LgC{Hew z5cH_ucFko1>rQNecZwdgOfDr|XP0O(4^@T_r)ouWK=9d!(z1C`Uz!$>2gM@)np&v| z2ZTYV1ID!cOnc|!ViNbq-~lI@tq;;% zr8ZP-547;DE%VR{kssba)0{_d+KB9Uw($RlG+5)H#68Z+vM*8AY?dr+vu%AoDAYfi zS>*LKjz*F-))qapc-~;BFQZ_(?05#BMqbk7)#4!^nOZa=okWj{yqn|)l^-%F zQ@NdDX36zgzsC?zC(7u%7TV?_^PUmcjYBslqVLgOXc7;kZ(%F?uR`GKU1}pa?mtCv(-ZdAaEn`OdZU-Z+(7UtOjoz1|KC52U@*eS$7O6{P`pql$ESaE& z?pfahNT`T6#Cz0yWRa&z_59&6w!i%7+ z0u?z|DS1KkP}pwK*`zy4!)d*@0-;c^JA2gGR4q z@#XB-Gv!He8?K}_A8w}Dy{R%}dIg3?iF1yO6+BOD_ZmE4xwkju#@?Y(&{_IstlDP> zL%ZmJ5|DgdW0sH&y+p?6r$jg>UA;d&I!Iy>_Dt+kC3Yhdkhd%F#{mBTREIVJyfT9b z`O#chq-V-sJ$OR*t_}qK{4oTw1)7`f^|3pG{xHVtUn$`-9((Nq(@J=dahDvC_c8;A zTizAj6t_xYlP3Aaz(?1C3s%)am&c>s8dM2*q2O>KkZ<*-83~$6sm}WX)wWM5aQxrT zde+_sr~N>(DVT|On{g6WT-5-iiecF1Qf&iQu_!bb>y)AlgubAz0; z6>)t}X7u3Q5&`r-jk?NuIKEXn?t5pn&%T`*yL9p zOPlCYB`iR!b%6)Z2wqKYnz{IN-`I@q_6rQOZ6nTr&l1?HQQE>8e&GGQtI?I)YsX2% zvv*-6yi)%eUqSlJsT6gH-N)JH9o!3N!qyRy?~oCZ_W7#!n9lsa(1_y*Mi#1 zRM+sSg@osPmfz70AIqIfn$;nLi8Fy-!HVwvlyHBv?@CjOW(9yCJO{woc%BH6>to~_ z^n`C?M!sOZtX4>i(#qUJrfQuH1Q5K`7j>H^9AFtYS>y|{^&UYdIVv7jkZ>ZxGiwG<7!ad++Icax{VR4sW=`XEd@a{+e> z7YT&aZM(^_MlrG?DfKO$&i;^_8ILKZ+?=ETcu=INUE?Sva>t9cev zP&So=i5^_qs3SSVdJCvcKAC9+&N40QbGPN)m2|phlrufIbl(}Of@ORXe?(|Q7%1a& zj{fK8hd#LsKtG7Se~tbnew$MNm191Sj`+Y?+KvhRiI*GYFp;bf)~x;X<%AFjk3Sw|HIx}Ma8{r-J^{K3y|PWfZ*=#!QDMTaCi5F;0}S{ z?(Po3-Q9x)Xxtrc6WM#8@1F1c&mH4F+=tr_gwZ2(SJiLTs#SB%H5bY(jO)-JtMB79 zm`Cj+v_}GQ9m{*CQ@a~$1^pq0n_Znn+<9gERvYnwIQuW)0j6t>?N=~|x-&TlWRLEuYg)fF2C!A@QFgS&De zAyjL{{E7N*`zJ8=Ukz}6dXOms0y12HA1+Oqjt9-iN?FSlD1C#?_d@^%ln|Dy&>Z>48i()#|;c7hcD4h%Dc&$`Qg& zoerqyI*&l>=ZzHS*4#F4VtTZ6ZAEKdSeBXS(<1-Xdy(5lv+t`#PcskC*`TUCAo?l2 z07m%#vEPrK0l0&kCnleIDWu7G+Hk!7{SP+2hn?co8{k=d()Lj+G2?LzXh)_DUvAgG zqAEOps->pWq52e50MIs_K3>1HUZ3UPkj(M*E_>)zQTWjhU3NV(()r);lH#B#`BCh$ z{~K20|2u@Df0m^EYjOU6;LrVQe(!&>b^m`d>wmqFaa?HWPvMb@zr7IsGDvvB>J{{fEA#e#kIu_(yQWME=DTd`H47q9R#?aX z(z@*MHHhN&%-j2Ykb!DFQTnfI84n*$#<+FXk)TW<{xCb$`=)`^*`10se$ zN>qpV>XiJw53{FpmvW$$`MVD0Aw3=7IV$JF`}JUkpD5lXI^ePqGeQ zj3?s;5pstMhyfe*6yP`3)3QFRcb9pzSfQ^^Rd|R@abx6s5#+7K;I=wVN+2;>_+7`E z&SF&>{h-OP|9dlq^LRB^;&QLQ-)Hc1Y3IUb;MO**enFAK=4M$VrG69fGi z^^!OlrxFr&v6XT=lg#;MBgos>=!bc1&xsk5n_d4g9cB;Wi`r+o*<$z#X8P-oFsn#lh zf^!>q#OLH5;8!yL^ef~JzY4Ojx|3431}|*Qu6=YyhGcL`X3OJkNSZ)N?5RW!4UthZ zoB8nVO8yOYj$$BXm5TdXb}}8Svi6C6MH*s~Q&4!QguWgPZqoN}UQ;RdVny}T_njDN zU(C#L%o7xvY=th*q5bQ%pm8{>}&3?g@Xi{)I;pvic?Xzu>MpA7=*LD}?%P#PjN=?5n z9Oi4eN{ZZg#Ya{qF_fcdmc#nU=}=OepCXSJyHFYOV)SX1pb3#IcNNozeaYfY!goLL zNz&d3Fy+cw;)0uoP&^zn?(a@@I=S6$%n;OT?CRQZm`MYI7ERT4sDUX>^9?daJ+~dE z8mo05ozg=|JS&-k!N+y6DrQ{C5hVkwq2$}KA6f^U|-V2iN?uKRFO4P0-OF+AUw@5$*C=Q zy=0w;J?D-wBopQqI5KL*F(2fADYv}moM7JEy~}8-T0q`-z??z5QP5(j5wu;?YtB$W zUN8TNwZSiIgq-M)+Wis_a?ga=_6MTxVv)Ytvzk%~%r5k8N?1HSLzEZ;=SHHqJqP&D znIUe2U*=$^!3Uyr)rw^*%UMC`=%AHsh54DiGcM{!4{o2aqp@BsMR1fpP}}IVae!DPtmb!YwyCuXPI{+g`84CVTbW>{ z9E_KZ2X1dbI)Do}SUd1-rk<+`{R)n$Kj1~9P-C)`CZsN9($7uiwPgZ=!-JL#fzoU< zfENxo`$$#{Lfw_uwA%3qri9gE!xYdc6%-l4$knh`^_lHJW$Xk?nt?Nif;omdwv2KI zf5rWH50hf?oLaR!Q=@!cj+!X8&PtsPgY|1(=Pbgw*UZ|jR^ZUT;JN=mu> z6wjnz5i{R&4ldkI1zc9Wb`twQU^Qr#fq$}GO`;uhJ7sSb4TzYx3?20RisUIb@?Is*rTalMZ#3YCAu<@0CC$u(7U+g`#XhHeBeif(ayM5)N67Z!Jz`VeV+7;VvQ%=H z9@{ofYQ0PIR>p!LCSr7lBD4b&fL6}C!o^rfQi*!uQutR}P z2+-Wrn#GDZD>w+r=<9TJA)S#H5o)?^EO{1Z=r=~OeK|UPDPA?8TqrTq`q0k+Bmeg? zu8)=;u;OzFJGNlNfGJ}(XotV$eN$CXgrIVK0Mj)ti<*Rzp3+ndk-<-CA$bXDLNihr z>;Z<&D!mg9fEyzdJj=)G$@1(0mEi_JAITH)7A3{2+w{Du@i|q?Oh_%3Z3Dup=Lf`W z6W!e_whM(bBGZ3vT49yF_7&ej9>8iK8S_q0R9eP7FUm)7c7RrH9mkU@GFKuyPd8O6j{BrbRhfl@e$IN={7arxwk8F*x*015WoNzSl zP3_dwUE;ekauBkrr=)rU32Z93D_+SIu2_iIQJcgbU?>*17`P4lXLg@wH3~br@mP#F zC$XN0+Q`f-y0g64he72|yBn7asJC56f@6DwRx$HoriI^L6?5%#e<5ato>uMaDak5Y zQ2g|Q0}DN$eiO(@qTi1d=A?Gpm14yy{d~C~{#_{-vB#BeFV3;L6B?zl(ie^grV$@C zI+h~jYjz*sa^!Q#@Ud*-bC`4i)!k%Y)`cAGD%6$%zs1aV@`QR~{yn+DZ7pjW{S;V3 zuTzvfXMASVbXmWCVu7~ea>&{*42MBmwlwwVfbk&F9&&Iy9Hq^bg8x?shDVGS4?&v@Hx zrsUp#zEEApw7fRumxC)KHC*5L_QS>H`!L^Km~)RqQGH}whScq*9Gu93u0+CvY-u5h zqG>qmMe|M<6tKo4J=7GMctf`lL&|J}qIW15D zpm^Ff@>hy}%eDpVLHOnctd2tQR@gpB^moJfI3~?gMW+D$1jECrWKgsUD(A*XO0Nih zw(&eHj5`r2i@&(P&IHRF4l*`?K4CZAisg5nD{3L|JKUAIcM;NnHYFJBRqauFm+Q`;6&^AK&E22BQ?ZvD`R)ROiQfiwN2NN$Syz70DaL!R(NDEWjvi!mF zo3gkgMe=^bJ97Swd?Lv@4m$k;-5yQc{LkDUhQ&2`RTk83p7%+>Z<)q$ZJ+m{(`rYE zud^bg{Io;lcQ2X$D)7phBb(+w3(Y_}(C@jp>{!B_w;VWg@(c`oB?F~|fZM^bbi7Fw8Mx?Ig%pcJ zRu!;^fITi#L4!v31%YueMWe9R9k!B&?l;a9Y;JslI}t>-O{~%yu@C1EIsO5rt%Q!| z;r>b)DHY>8U997v3V>CTH1lb**YwQeh?L_ZyX|(?0Xxhzm!>Bfcf@`qr_0!r+IPmz_U~Plksc6)#}NX1 zYKiKDN4t%;%B`|6=@2Ro5aMGy+v`TAc0T89BftLZ0wabg^XPyhgi!7mN?;8VP6YKl z0{_Fq=OsUp-s~mofLn3);ePQKqmukmoMp^&E?o5F1kE8WM<5Oj(sgWD$&vKU=s|j_ zDw!kAEiA_v?hGZXYRY!nTbsA%D2^V{*7$==!&Qx?Bq`S8r;x!fsD7MCjjNPEn1JVu zA;^My!}+Q&uie|JhSoijt2!Daw!f)HG_O1x?>Km&@P>KVFK2O6aKlXaD)B32U3^sB zMS?zn?QP73ia ze>7#HM7~(w=r5Wp{h&w#&Z33Uq}$v?Ng1Hbz>vf(o9;+uGZc;nezWzwJJa|JZL=fC7T%~g>4Fl3*_{w8-BkK6 zQV#y71j2nY4!rt7DEuQxde$#e6ybNE76y>+OZltARbNIrKpOR6uL!J_OiTt6bm+se zeMI|{NBZB=5Y^{geb4&Q&X}JFhD9Qj0DedtXb`x;k%zWXGv*y|787H|FGgO`K5 zN1k!5-^yzLae!AaP&+j?EIJ(X{^r6Uhis`v0MFjJh11<{i8l|nV9WWI>Csl zQy}0$cgiOI4mlmPQcGlgve}OMU}A{V=Nw2x%{AP4bwEAxBM{f zgC@IoQ#cx&qFvz~@L|uAO%9HqFYtKW(JwFjbju&=pD^8aldBD21B4<0E z%MbDL3lj$;<&Ol9e)|_YO?EA`89iqQh86-&HL{Bf9>9|QELhA_QA zTy<`3T{1ag<9Zp!f+sP#A2PHiRdjQ?;xi&*))lRb_p)$InsQ$o8;-k#k{%MJ@uqGBHl8NH23Zt0(ND>|zH* z6-8`q0W7;9*CzmIoZ>{w$oSbj@%mVC_*w$xL6u?Ll>g4q*?Kl_d!?j4ySv`JevMD) z_GF--aD(Fz$Gvg$0x8(V{Y+H!Q&+a>^;`^^Yd&}LMP7oBEv9qc=BF*OWzx;|KV@N{ z>))Yklk)6-pL&^v@>Edc0afk(~t`NxmP6o&hb`xJwuxla_2uF zP3XWwh>WmhUR^jKy4g?k zX8^S^;?s8q14G=OqV(4ZOZkEWc%3n>Dkz!U?hS4T_ z^}0@I>$aK2Mr!qj(0SAuoqMjpm`LgF3Qdq;l(gYccnsRgLL;jKLtzS@87WdSCoxY= zb(y_nm3z1G&36m(5TaU#A`sg!=64zwRH6NJ8^U+zyH2KaFT{Q`I0_6P@Tj#g4-Sp< zE?>$f1bJjKzUz6qjb7w$y}cJ8+_j3%D-0r?sEXiEnZ2F9ROzbzgR#$ivBLup6`BQ6 zWw62WC~#hQ6uCC+)Z{91I$xNFXjGmg`{E`HmjlW6L7v*~Xw5d;3gy)2@1Rx>qGjtg z60*1N2cvbb>wG_B{`{DuT?p4G1GbP4%(&21eF?)NlZ15g6HUKhZk)kvNC1foo8ABAbU5&)9 zg|d;{*)4-lu>vzxBCJifq0F=B59G=z;^+!DQ|OM?8&zRFturj+w7vuJZ*?LF&h>>T z{Uy6&%p@}I-{EY9VublouDY@(T&AZJh^>by?BCmAz;7EDYN_tIp6CHBkxmFcN%Lf5 zu{l(exB)9fgA0U)vkC2F96y{;vK%*_OD;C>hY1NBQU(;#ve^D;;%DKmNWWp?&6YG3 zbOlqL%y4o(E_d>LIbyJs+2r0SrMS3Q%r~qQoM*NMu;A?Wo5~kEFrWUCFP3t`DKCgE z37lj7l!v9g6~vRdBqu;_bgX}0Nz_p-gxaf94Kfv)GcKSVlR`YjbE;RS>pXNN>m%hG#)AG)dbf#>l8nr z>A0ctG45Sy?)%t^)Wt;{>pMuZXm%Bw zCL#{%%@Qa&9@jQzjJ4#Jh$GGP4c=%CeMJ~jS78`mlZcO9v<&g6a~JrE2U<(`f2?Kf zzpmw0HI#`Xi)W4C^=j9qIXY2|hl0Lv2q&G^ z^0F;byMq%TM#U}P-TD(W-)EN)77}F2ZwJ$13%H;HiPi|gL+r>85on82XmP@S!jR}3 zOa{TP;{w1N5rBdciySr8Fx3R6>V)1G3tTBj4TB&TG}z3%@6F^a18ZKIA8ql%fXe#q z=^*jkiF3`ob%MhBIRoRu;nql0x&ok-_@{$1Q)W)>nRmo%DGt4#)R;<2(P~mf;d9Jp z6GcNWbFYa5E=ABvjpiKO3`%vaC4N?Qay~T!D+Kz;pnM;U>y7zOC z2^=Y=*26S8${uX7alR_8VVE1Kv?ZA_EcZz1Yt8S6Lbpdag@oIbG-5g4Ml;~-s3UGm z>nnF9N|L?r1>jYd`k`fSP7za_(dlD=^*-+AG$Jnu5}B}>?WH! zZ&ci0Wx`UP43vKw4aUEZDV`3F$^`bfSIrb3A*5}$nb)Jgy5OiAXO`A1=PWR*&mR@u zf84@23DFepkQS6Qnhn@GqNr;26PN7US)>3{0^s0(+OsbG}rxTRnM;?_N~x#e`I zSuCuW7Vb@3EwZB^1gQ;9SyB+#(3p_&) zo30DIWb+-)lHwGY${@QC5vrtd=sf@E>07IAL3eRP%~zU+%>;f4QT#Bb ze|-5r1L{H32N*qNiy{g5i}KeV4@b)RTbeZW=&XqrIhYnSv!^QGKmhrEzPq{Jo~sRY zs;YFzIpmIKp{?U6O8P?#S;YPPo0>)}R`|be#*ztQ91?}E#B*S9fgbj%O3bGj(f7#X zVxso)eL3NvrJP*A$`1||*rfaLQTwS&rm1nh2!XBB z@gCBie1jo4eG;t^PU=}wT03%1ExWFAz!pzRLN(yR2g5|{`)cA(O!6<9IHH$mxF`B= zW7VnopE@!43a&KpRH}CcnRk?wQcSZ6H~J z$(mcAM$P&QM9Pap>*eW7ZnQwgnZwg&hv3(tA3aI%6C`7VKAYGM7`gyPa(eR2;_E9;) zrZT$`2CuFy_^e^6K9c2u9&aqpS*GHCu`RK991b`T&(A%m;b;YDVSU`S8m+6As0wfoSg_DNYJGiIyYJFBs1 zTx)18`9#jH>@(&!yAaFt$JZTJdmjJ?cT*Q(BR}5niRe4YlY@iKs?kQ^@Vn8*mG_&J zvENCg$(4%;2$@f}-kNL`PVa`+on@GpVzVWyZ0GiGi(ohElx@3me8q0U<*8(-k!n2QGgX@$;>UZZNl(#ddm!o`N#hx zOrLLee~KNqY(1eJXeqW^*fh;=NWiOUiPJKG{@~NsbRdb(Ws;@Gd1H|Sv`;atwFpPB zV-*vbnLS57h{h83Q`6x9yutfJ{69?nnYs>ybJ59I;e@GjHV{Ca8hyY zuQMni!wbo&}6s@M1442dN-EF|;w$!6Y!&7$Yz*?OUASs{5tBbB3i zT}>TR7@SlYC0l4BdVYMOa{!GD#6!>+v(3bc1m0N^6-BN;$r#&@AELK#>DL@VQf)VQ z1n11Q@-np}eL08qmOaYu`S}M3bpaoy#ZJ`es0CX|Qfx!SahMucu%Qn;IQR|(n0i9p zQL1ybcIZ?d{HYX{HoZ{_X?BqjksGH6VrJ@bAUO(B;t>y!_yqAe{yw;h<(UStpKsMx zzuW%d&*F^fbfux77OE6sp`^z!CtvrE@)nh$4N~=_yM~}w8f6k&1sg4EDZHq9&uz(` z97J}YET16I0Oxg?ke7#(7PB>OoyqR@VaR&S>`&k;*ay)Q=(Z`ce_zH+b`@YU97g0} zj{7CymEF^yhyM&Ia6WGBw^K`03Ih2^cm>x9P!r@pGCZ9SznB4_O9h=s+ogMaV0gn- z$u_i1mS_yeA6N~R5D61*tnRbyGE(^U8S(>U--Q` z<^Ln?v-1ggmF04^mKS?7Y@gV=L;G(nCf9FrKCK+r63~UCNH88}{e-RM&u9=5@*kEc zj~xWq?V81EUY#H!{4)dOk92GXpoJ3%PYW(evz&W$SRc>U8-f1UQaoF^AmZPI43Oxq z_W39hvn-K{u))$XC~)xrL$ z4MFt#{lz7yA2cI++g#48FGurqG=<=ewE!Cm&kdD^ZU)Aiv%E^a8$ESmA9ms`Px>c(X4o-hpexta-`y{ zgv+SyKyBjlTfV4ptZ|G9(EA$~P0C!_@=3&dJ!!SLm?lBkbU5eir}y{)mjNS;|MJWQ-Q&l+gft za0gS<5Y_Il03P%lkiJog5|JYJkTXkIV*NW1EdBZqEd7t_{{I0hHn?xrf;))H9Kep9 zwkxs<4-8eB);mA2rHke_nstVrk-#XBdL5cIownCmZ$yIZwnU^kpfsieBiSUxR*CHD z6amyOYWKeo*>sNZXaM4j`5Kfww;ao)L7i5J9R@k(TCvhAB7SpYB8jJq6j^KsB8)@x zrd|8?9v$tEVk!D_k>@&}CpY%=fG_bRH&mhd4?e^{fXZ&3A1 zM1Vd*5dFXXeyg^R8#~k6fe&zqg`=Q9^#9|FOax~j|FAWF0)c;v(Ec-a`~NB*6J$P@ ze1c-nkrC`K1eU`I>~>b?ejbUpsqUSS8QuM6h|Wg!C>jFvOSvs*dk~}Mhf`sW{+7qg(szMeMb*B5jMCM|}J7HuLY%kK;g1&mQ z>sRs~guQTp0E5=zdk~+ZD{usaHyNKXl0fZj_&o#qps(SO{|gWULC{UU&u?=x{(%JD z!dn3kgQH&b8g&2uZ~71*ccxn_^@;e)x(a1VyWW8i#aDIRMxm@DImq9(R0m~Oge}&1^fCO1<0Li zk#ZX^)8&T3?jj95nfLqaNh5;pgL*L2DLPhJY)RUug|$Vj1MFGJWpsvl7%dkGQl?P| z`qx_firpYDyzv{t%Ol~(U|{p&6XCXgA6072EUB0CPDn4dL&I{v1&rp@RymI5!#w%I zydYY7)~%L-?E_>yrV4N0Jgj%80ooPUg* zBGPeFgMA}qezUeHzFyz4Jd275bgHNSM&Sxtz_k53GV!P?>LtFZs3VF@xMrz9TfO10 zt5YhIIIyHC4ftp>54^Cnqx+)?Ne1^9YN9US6TYxBO$wWxNUyZw{F25lpM1{ap3s3zcgWI zM&*Dz=)_vkIbZZULM0OMpHC@=c#0ekd zqI32qB{K*O9zER-r!z_AQ@vnZt6c~E)M;Cs)ObQ3yMThe(u}#e|ISC{wy>HEj{Sr{Txjt=iDRHlPr?f z;2Vzef6?Fh=STkZ1d-G2mt{V{p;@pQuXxK8)D{uFwD zp2ycc&+Gj#>zx7@(A3ew-t?6iqwO{nWOJuuBX>g=?|m)n zeI3v463MNL^mMB8xI*x_NN02GvvYny)H?SVviqHb9f>76gxzeLD&VV$9?dOAJR5G% zmB?4#wk!9iQ@-_``eO|5h=fD0>!go*HvM)Q81CGU&TuF_XFr=vdvp*nLEM_fNbiKOnYin)--mFqa%Krk%{?whC6bkJsmGpqFsVU! z+FE_oql#OW;A;$X@zlqE_ttvgAh|7V?cm}RjNA4_UZ=0ScfEFmkWVV?;6rFX4pY5B zO-am}=<ZQr-Ggn2pe(ed#Himk+Ia(MG~F79m!xm4~iA9r3pLcHfcj7ccxE|=CL z_#~;acwDZr(i!YbDd*$030|EST$-J=90N#EE4<|82jdLw=X!AOlqc4Aqyf_~x;kzD z9-16L#*c(_!~$u8_3g1M52TUy=bZmX&~)x%17$L-^K_vjTVtf^^SCSPeS7q{+;(^L z^w733*NKt-q<@pwbkWv&iGja=&}6FN8g*5!t2f%|O>TOTcn?V%F*DwAj!++-OMiYE zKOPiX{dV-&>df5Za*9a05B-?nov+%s_fR_n0^PxK*_-TFUo@&?YJsSYQ=G7goC$JY z{GZHPa?0;j4~ndouZ%vFAD2BU2G1cqF@COgnrDvgvAd<4mxUYT-IjjKHPWPey`@>5 zBIE4-I&LyW%xT=o%pe&i#BdSH-CsvHM{lg%cA|^>F)z6|s#^bzl9E(`#2zH`GB7>Q z?3NCil65A~2;s)x&iin~U1TdoDIt5;b{ny1B9Jt)fmkdsnUVb??SVhRP>@%Itb`F>hCn>1e!82@l;s+j~W`Q2uu{cHg4Hbo&+sAHL zVbYFJ0Wl|=K95Uoi{C{ny?MVwm1C^QyfscfCt6ygd$KGR)|!U5aK>~9+_F!2*phY} zxOv}ouQ#TB&lP3Sq`7S94n6d4jxfAmtBgGvXNOfnCKzJ3G+RKmH@TD`v^+u1&Kfpl zs_1bL;cZ9;z_aPdXT@@ab@5tb^=8Y8>dC7ukmW?X!>>Rvg^dnk=FA+{>@2(PHNy3R zZ?-F%cXb@|dNy*pqV^WLat&i@7o&U`(R9Kqg;}f<6scBvJ+XsjL+>G)b-ppU^zbCk zReO;Xotdf;0*>^Ztv5SG)8bjki6g^XTLve?`F^Empv=$<0qXo2mH@DWVnTU^Y)HoHB-+#J5a1$SHkNIIKFW|iF)dt-j@l4oqor&wod)_siyyv zgV&Vx*u=N@g)Vw2=Xi0wcR&%-Q)(6HpuiKeJl0{%YR3k#oAvDRH{4`f&BQiyaVpk# zBkVN5XzNgE#KSE&cNvjHA%V?|@Uub#j(x5prrjuYGOle<-x;E?0p#cmd+XFMzPW3N z_9MZ8`h6Vc#Zi1+ksH zbadwTa1Uiu&}ka#OiO=?xPhyZU7l8>tRP-AK7q>OZtbnJIT=Vfz9ww#b`RVbMn7 zu4{m_?K#ofNXQ1`2ss7-=-OdZMr82eZo;JdQtU$F5leLwm7H(pLyZx79zLFZYM(mt ziR&)cS;~EtAv4o>XpffNOkMJj_uwxiQtE5ydC1Ff)@v6CU-_gNzgMWij(EN#DY5>67Gackq2Roh>F{svI4NbZ~#!Nfe^EIDkLw% zxgDH~{X(c3J3$$(zUM2P^rD6{J^2*9>aLODMK<_uA#}lofn}Q_dv_#0E6@CF-^qi% z&Q9|HeLfaf#yh>@8TVrLmrC0sGj5DW=&Ih$n+g%bZ9pv*Jz(U3a1EW#!Y+=k`$Xj( z^m(~u^V5i78EsPo=1~{am@^pQ8~3fYy(hC0zK}P2-)nvd#R*tWk*~qR8oT}SFVpWP zjX^&#o?e>7AdkTJbwqRdk$TPJs&-f@YiXIrHyAeK?{x%H4>M2!pWLtTk|<2h5?{C< z+E@xzU6)BTNU@vNhN?Oh9MQ5Gz3N0o>}P~&sLqWUMnf34`Z}}g#<+jg{;rBIL|4ir zS_a!nK+zZ|GJ8|mHWs6vLQ>%~71zzs!ee@vp168_TtCm3eWKzd8ZANW?p8k)qg;?$ zxZm-Rn_RRz^qwbd|ES+LjIA+j|E2z7j8SnS>{swhPY<9NQEz zIfUHi&JA>kC3%+UYI`3Fg74{?3`=>=$O7XCSTp>R1sBr7rp+Q6hCAqC)^$zZ-<$K8 zT05JS8?)w632xlE)xX&znf!h#+^>Ew<2u8}a_&#{zQLK;ogIPRIX#vQBWYQS+6RCQ z@EOipWtkNf+F}6h_a$+p^fr(C-nuYRS;wb=`-77dVs`kM!w^xPKO zL9|p^cLC5?Wpubf450a;GD50+B70L)eOLGc-dD#lfYIt<>AhFeMQu?p?XvWP`c|V) zJl*71IB!~2HCnx zI=MWC-KqQYbevW1W8LfBay-MRFKo(wP}`F!30s85;wrq4?J>*gE$sYePV1y3Tl=1S z@|cMXo8@I?(FnFyeSWU;aDElW9)52Ode3G#emI1b8+%hyNm2;ZD}D$-x$Ak;k6V*` zZvRJ{$VETEt^C=MGq30M<)XL8eU254aABijaS-5^*~a;1WTUMiKxd$n;gbZ}4yGO@ zx@iuXD1%RG5hg#9ycaaH%tv2_SAg%;CQr1GS$K;8H)m&6f-MI<1ONaC`W8yh4V=|6 zQIg-@hLzGMl^&1Ohj&aVUM&<7v5W#m8{oAT|!6pbEjdhy&UVp1jMB3W9p+|YiG|iRXNy$9X;{TYO zIJs>{=!xE#GWnSW0LY&_N-WA=J*C2`_8-vSL4t0OhD%@GASHL$wXfpqX{tS*%zN~G z@PWE(ofQC8mWbPu=Tg|SFMSD`KZ%bZNW8t!sx5eo5&Gb&YK(3ZkL~+~$cL8!CLIg_ z_*ejLk})_oAgJUmGrVi>Z#0^EII!D+4FF8-Iu9#P9NnfKGX8c?mJ=YZeOu7nyE+}- z)(wa*>dOla`He|Y>1!@#pKxQ-&m*oM3)U-Yk;z&hIQhz^^l9Nlvpw%%(j#cVO#lEN z-41{TYJ9ryujyg)p*&j;`9o=g1fkpWROMV>KCHc|<2drMYKw0WUR~H9NRqx1+0|lz zVKoD*hAmr!&2?9_-yE!7T}W;bZOVCNpkD(Ac7EKHj^YqXj}}s`p!95!0LaM~V?4i} zu>b%8@Qv}=b}q6<1%JB(e=o>hjEMa_dS@O_Ohyxq?0fW$esB{_Qv5xlT{ZT7*><*| zvxO~Zz7{^uzw9aVBgm})-ms^FRlo6h0npV0IqolR6UG_8ZRQM=(~d-ItYdYKUIJO7 z(n5>y0$=S>Qf)3=`bN-sMV#$$$VC$~H%ODo0^3~Ai$o5GkcCsA7e=u{j7k^^j2Qsn zx3PfO!PZuT0Qhi%mWB6^ol}9jHkA#&%6diG*fH=fnD@!D>q>fWEv2qC{AIe(4DOQa zH94Mn;?)j3MU2cQT?PZ`ZCC7)H8^?$6sG{r8WNVqdBe{`g@W=2^q8!Zj_Vo_y3tm` z)8^o_s@G|Q6>b8wbL(jfQut+Y+S9sDYTJ0@y!UN;lg`7;r`|@#YF_u_gYCmdakl7Q zKCh!9zH2eISM{xKS3sU+&Rn>#`yHVD(LwkCg^G2naNTc6gatnIX?anI$z1-;dl zCLPbiv}c<~zpuije50FU*^B>xvK%I}2+?%CN)cBCM78v#C>n zh2>#8q$&4G9@0;DY^g{0w~zo4qW?J-Q9z5+qv!ld$}Ibu!^a=Y?xh}uGS4S31tm;+ z06QAkIW%qSUe_q$ewAq%e0mb7^=}X>&$-^ZXwxdtFT2!$jpHGN%JrzdZt$r5amS3r z`>hWx`PDIlqJ=?8FOX**KPHTnhm+>k=>|B+#MrI#houxHr-o1A*yb?E;-O!+Hy{kNQU)$1-$?=LbE8DjQ*HKj1 zbtNOBiG|xxw-~a-PFqks+fMU7Qnlv2zIy;kE~!3>w|YICsol5ZwUMn-On5o#p5Jh_ zh2KF#jpe3#du@+4o*g}%8Ra3XRu#~%QhQ#DBp{><*WSc0TQ^+Qp|4CX#B<+bHZmbL zQB;NCNm^&I-qnyC&Z#ka_|ujA{9Wbe*8llyIr4MB`}5`V<=GGXdKE)H@89Q_OiD{j z3l5uA^V8#9BZ4l=3=03?(&Mn0=#AZ*?S=XI1lLm^)n9Y*8MXnv9&Rtrwnx(}Ei5e$ z4i86+m}tOs70lt&9fOgaVkwSCMr7FaP4X;&D0#Dab+jq-twlJ$zKN`FZEfvfvCev_ zzM`gP%RaYiwp82wsO8GwX=P=lI|QRs#Q?Qa({7D{hCj!^j-VxFYvis|_c9GBRQpFB+7)=^yUeNVjqS;__v~jql{8`E zQ(vf5FE1|ytyo32d2E>o3ilY$~$ zINpFseRUy~B6js+8gk6JE{Ss(VfgnmEPqoc(&~^=wd7=e0M*g@IYyd;9zI18+oo6= zIbgZjb<$r_HkJG4xD%;U|0IC#UVy++g4QAdu&`PnFdnyui_`1rVeUR6P6c+}>|&Pl z;(R*Rca9Q#roW^js)+r<4y+m{W%rBu^^}GwfM$5kOFwFiDSN1KoKRLAY*|eqwSU0# zV7KnRw2ah;mGV>QFC+7TYG66d8EHaYc5`)izi0Gzx&P2`@z}4GDvKQOSymI_$oz4? zYLxbUbA3(C#qpZZ{QZHoHXfs-9d7_H&!!bIh7vWJSdS`IG5Q^%U@ z)90H8MGyeMS3jNWqdJwDO8Yx2^9Jqr3n8b$i{b=HWBU$Y9O9n7IJOif&z9|6T}*kk z!BaI?=U<6;Xg~GtEcnl5?=R0Z($!S4Rf=uZS>JqU^p;=q96m|IT3TJ@b3R;p?#5BK z;wE{iQ*W~tBg+dbdvI_N7MKBKKIk{_WFg}kS&yxpponHRs%)hp<*T%}h}34;uk9gJ z!gaTW>F(?V$b7D9*UD!lN7^6jI37dGzpC05Iv{Y?9;Udj((^VeFQ92!eiZyrF}FCq z#~6mXjL0w{S1>h$Em_*61!3k)xi34L>bU!H2A5x_*@Z#M>&E&%IVDq%X?1ns_#=BU zNqhJckJ{J*Y9$4iqkgn^%or=3r-S&U3temAW(sakB-Xi+U(SbNF=V~^Y%pUPJ(esQ z8J{@%kB-C)80#{qbOR~*SoH;=McG)xU*LW&=Nx-u4_nC24-ozitamom(Xzc$E9BtL zg>$;VGfWUFb$jn#`ijn^0@V;^_Jw8Y6K24V<6^8k>p9M0$L`Cf2kDergp3i?P-^nG z^6u{LjSu_t4|i9iDO_Y+I$k$hAf>9E730xT?Iu#th+!G#7^HM+8e1ee30KY;RfT9Y zPCOUS^<0xNC;H>pt+8*x=Ly}c&AA=TUFKRTYiFEQxtGGfnbo)=B?)Y4>|Aa`acWiM zQY8v432_Xtjh-9aGAF5QY|9|5`cF6}FrjmGi3#PXXgVqFA1tK6-C4p9FRPCwLhOM2 zRzUA5zh8>55cm%Bd+55iUx$qpyv4p5GC_{9@wmQ%Frj$UyUGI9e|Ayk{jk(ve|J~#82{eQG&(}pQu}lK>gW5*nhUe4hqmAm;K@MH|!gw7nZs)$!}$+=QI7! zdZkkY?J;9&>pUe|Sx`9|8fxHewP&#xQW@2SQQ;4%S6d(0dWt#SD;?F6jr06)*NmvS zmLXH4c3r8Aw$^G*hjgXY+OlqG4mZsZ>DYX~KXy)E&9~e?LYUvn`nYe40kll=kSxpG zK7amv*jY3$fX?o8qcfu_LgE~>Hbo4egRr@j&Kzjy&8`eek&mP}dd#E^Vhw$V7j>%g zDhF1FxZBjh5X($4UI73A001~~OklFVoqedWSxr}$_Pr}^n-leFhe}aBQpn>A*Yc*A zZPI|0EjvXjUyCeEcR8{-{4#sYX0x+r&wls2-<8Kd{NWE@fBp5p{`If&_`?rB{LXj2 zv$L~vczC$Awe`|VFZtrjYF&kw^;JC`^7@|*s%2VZ#txOd4a(l!S~N7&z}sqLqU@>E zRI7bO@sMh@^?@B)D4V@KEN86bitZHlpAXI2X4*4gYSgbQl___Kk%mFFw)j+~86q8< z@9!CABP&xcgeUFlZB5d~k5E{6}ykBfCZ_mlqm&iIEe<%_y8&o{|D_ zb16N|b5C8cL2Yd`IB71q{i&E#(#)~G!yD<7m|FEDfoj8w)|(u{im z00000P74zQ`Q>xUPwa9#Uy_@peRaj{60YuQy|(&xg|j$9Ke)DfUbCVXHlwu79+0xx zdR+ZlzAyiZ=W@}98(ClF-P@5rTdGa? zdzbEu>#l8IEbGH;oaAk2xG~mrvVFXOY7%8`eb{d&g}FN0+Q?sNHj2zBEm!Lgi7hdQ z#1^_Mt=|Gytnh5pfhm-;UFsU&G$8A0Iagt7)UV5wsdk8-NRHAP>b)dfu|bie+n--i z=j@{`89)oy4lniTTr!zuN(*_s(|q1V+*vek{->@V;ni1Pl@sYkhdedOX8<{U&9fsl z&>r?TJBjdkG%nM%W}Hkd3wuo|hbRX(tFA#UCV{`W|oX&~Zgah4yx00000033f= zz9wt=v`lU-x64a=QC@M2kk6`+%(zPOU?EBMh`bq%R$^sW^jQSaG+Xu$OWA@qwqyC8 z$RZ^bm;67DR}L!{5k83H^5x6+6IKrn4z{+oWd9@|z7b?ytx-?bS98Lv>{;oYYV4M! zI;}*gVa8bA2E&dq-L;UO+v+Z=kquED#!bU2qk8+NaesaZwQB9aD`#b)K(%kPo9GVl z<(sSXJ?yGAUA?`XrsvS9QM|6K8~dku8Yt)eDTdU-#k1#)aP*en71&iqYA-}E`VNdr(2jT6;K}@B^5d_dt z_*4)Vf%|sKrarM!;qL`{{`g{@2%rG~0002MMw!iKH*ek~ddB)3NdSEeBFAG9Ko22@ z=)tQe=i1rXk(VJc&A&Pb000000001|4*@g)00000003Ym))qkjW+Vb=000000000u zS=JLk0{{R300000HXZ>q000000001B1)e?oe>IlM_S3?BIsgCw07*qoM6N<$f=wY> APXGV_ literal 103606 zcmb@tby$?&_bxnuLx&=vG^l`x3@P0Lf^_H5-Q8URQX-;sN_WT5-5}ka!_Xa`!T5eY z-*bNFde0y4b6pC<^E`X6z4lu7y4PBJLS&`Iu+WLn0RRA&_`A3A007Vs06Fp(FMXkquIPuvj+gM+wT7%bXn&Z002L; z#NP@kx`3g#=JuMCv72bu+$Shog5JKyouH!^1DkLCB}ikkAt>IG|lt#&O6EdhgI8C-uTj6mhofUFFLXowFFT zksyiBvdor)jRocB>eoe+K|? zx9%74`$F{v|NRx<^YGs{p89}G%F2%X$>}{0I|wT<|32nJXdh4&44h0Xqg3i<6?xysMeV(>+Z+v1&ZO5!EqP9I^Mc8&YB zex<4F<#-(U3ZV$}pCLqpGQkJ)`(EemKku6IK~2{ylgiZH-h7-e(DW=ccdqosUn4zGS<@<@;H4WNm`~pO=DCs31$^Dt7~$)?XH_Y|hWR zxIwodZO@a(>I=`RxfJw2ZcFbkKwzy?Q$mv#u&S=_T-E)PzK{F3-p*F!(l#n0>18Ah zRa7$@+CTMh8kYm=OBTK*GWxmg_`Pd}xI%~9d{Khxcn4?NtIFonHg+EwN z;4Vs6%*5|DQTVqkPbfoA{M2!qVH>+AmXV)puCEIT@x+M4iSY%osGO84F@$;r9~8L< ziy2bOHj#_0NJU%cv@mxYfnt%cMM1;0CBt>~xG`-{?B21nbq4*}^yWsnOu{*G>`HJH zx4lNzI~1Rfy~s+_@ikAt-qV|iA5+1y)sv}&za_Bgeu@q80V=jmPVR;XJ{a$LCu}HD zq0%6wOh>9=1m(n*JH&Z~6#3jxaXZYwpNnkX^gZF*b)-DLciX_S4plVEhCOu7sDqDs z7pil8bpos^T?Lc1vt_xSuc?6Z8w4tYopEeEj$S<#Xo#gu#WIsVBrG7 ztys03X3R4{m;s&|N4Eb0eMu?hL;Of%A`HE2f8(wul<;OtN&k!H9)i*8Q2=^p1~ciQ z5vgJhAqNZT39_IT{}yZZ_hVAa2?f$q=UL`DMh4NWj)D;f{4%Kqt}-mGzWqlN^m#8; z!5$Qshn;z=efGuGBbC}`eoEwihpG0?wI9;$`YgUa{rZh8v|;1|U{jyqu?K6=t)GWf zmsoZ36zD!vI(8g+mGSzIvzp|Amr7yo{ga!%!9s;YRHcm};`ls9KNyLX^C)U&9&^={ z_4F2aI@O+1n@=LnpE+cg>kx}oe!@Avf^WTAEL)(P?|za=+eBx8{SPyT?o7XSB{`|5 zF8j1=>7ZmN$E0T2jr%iN@t}|DwZ6OB^H6u|YJgTHy<2w2maU>1NC&AumIrEU{Jorb zEIQqmlgncwH}8^}MuY6PP8s_r33EUQ^j6!Ep9--0gRF^C!AoVRqYl&CAOts00#eJ0 zQ!w3;+$$w{q!4cplB|UJE*<#p`*+K}o+vp@W0g8pGt09;_@2|?jAu83FXN47v+H?z z9@MSQ9{B80lm^w0pcN^%{tXiWsvC+`$`Pir(MI+Cwkx}H2wwlw7 zT}~149ZLiZDcZ}hk#NaPLUi<_+z^2I%($!5xy=$fzoP%PZ*i}`T)OE>T6zGHMB?PH}>nglzH^=izfJCi_7K>QJBd4vaKk+Is& zRK=P}+$@YvnQ=YLfWIZYL^>*;{8&}^Xbvg zGk@wsS#HI>3!Hv-+nO-eimZ`t*4Ur>M^XT7Xc6e*X2AH)cD-lO^Uz#f`e0m)zxI}9 z@g9faSXMg4jGywAhm;uNu>h+cm8VL3oX1Pf&-ndrKxkdvht2oS@T+YMiMIa_jn;80dna1y)W_#_oFJ+wO)-(3rEz{Ot$F*F_I6W(PnRR5gbwB{2wM*vXhF#3%w z>9+of78IFlmq2CaEzj$e+M(>tyWsnX(YR5*Zd!&6k9+n~g3sFQ{zgAM*}H}|xRQ3g zH80sUDQr??jJoppR{;PU6P#pHXY=Hlb;LP zLz;soc0jLj_~)&h<&Plyo{?4Iv?(4(Jtrq8sFR9HvPuIJa<@v0<3yErH2jx6LtbYr z=Jt&L(?|k=8g$6qOR47Cu6vb}74IlG?Kk>aa1BMdF*)JV$W>;zMWh=X9Cne*$jI=Y zP3g<<-&X9fDG8ox6}lb|uq$~6i-4x~ynco?x#nGDSacKlAO&|a{Zf4n@`+#C^E|@0 za=x^CEENy*d<{Q8M{?h8he8V=smO-?tlpL_`2T6}E* zdl?akj&Ik1vW^!yFZ~F5Q~%jm9a`~i;Qg{^Brt+>iz`FZmGJRk2K7QBs7^1QVsS?D zo~fpK+LQ{|HnU~jTfp-YH{Yw9YMQ1mKc}RIG0vi+Cou5La8aKlvEk<+t-*H$?RA{s z>XTneQq(s%MO+sgmAVqTIXBofkGx{`%0rlLk0`G*az_qWkD@L88j9BTlJ8Q@d$TYCb^YXiz zv-SLR?Yw2#RdFCnMYO@|k#<)e3(Qg7+98;^@g8;^SdG9aUu%ek>b*kPD(L5lVM0Le zhy1wm5$@#M+{Ig{jH&+^1{K!I;g^sx#BD+LI0hffU=Nw;(?(djI7(*{w{wkwtO~vC ze+>VLAw)prD}lS2`fb*Fb_y9Ugo0cs-z@KR7=tJR-B&R@l`!YY53xK3+08{MgIz>L zS5M!F@bZ%BfH@<=1Ph~1CmCw++w zrTG?BSR4#0$w^hW%mN~v_-({Ak+-BxdR=liL<1C_dz zo{vzFSw~5}R;R0ye^eEzW*P;2LJxPXQbL(iCY=9h?A;Eq7eB-NoTc%4exFV({0$EN zFovj4%FP;0-ozKV9f^+f#&gK__V!Kr;`s9SdqF+^2#To=LKRjc8#?}~y-%hikKwOc zS&yyvqh}*s^AXQ02|XQr6_gJOCztKKih~CQjjw3(->Z66z8uDo$668J1@f^i&`-k( zo}f1sYwpLpY0E13#!o{r#Ev8R>4W~dvZyAg#M*NR4i4Yy?$jQ0@VNQfrKY%UJXL4> zsA|Id2@XCqbQf|cgmIW-&XuBtL%XQgSOZv0-Bg09gg009Ka1;|Ze+|1o7{XK0$J(N z@e@=9`q2ER=-)|G?^3N{5|++pj_IWtq)NatJbedOplSr)j+smB&N2uuG856GOddv- z)4zK?`5vhmn%Xsb`LUbHsHzm{kQAXfDa zW&@_Fwko#_Zejh@-wN(v@6!j~@!7mkyd-$rIzwN^rhw2u*0Mv(T$o3Ap{Yu#_L2(7^Id62tT%b#uaGUR)N~O3SD~HFCx{)bt%!SzjGx(a5&L%d z)@4)86njg;faprVJjsu8I|@n)_^7;a%-xZ7yE*I{KffOLWMyxs2zww6x>&JpJzw^| zboQQ$1g8!^qHlSCNbJ7rh?g;%9;h5|pgnO|qSfat^TK@9xK(UWw`MT?3h*Z5+dE- z8Ai1ll4J4VG8jxm>(W3c>iPv)Q#w~9PoDok$0L<6-JNaL8+d>2mXUvOvwSw;r8;%fZNeBR8i~%f8 z2JJ@4d#+GlUw`tO)x7K8j(dKJ2xwjoxYzq13iaf5_iEg~*u^jLeMbCvywLs;_SYW) z|9?Lk6vgcf<2mkUiHV8X0WEmK85#US{4aTe{jI96HxjJ9;8;(_oW64XK|T{#WD|UaU#Evr>Cc%qEnSl z;>wa&_BNePg%g%v<6~0x-a26~=tuGzHA%|IOr9$Ctj3YxLQ*HcCGX6o2e#Pfv#`x? zkNCZ{B+}39*E>=Eo;PJ){xKI{zlfz!Z87}Kix!i~FIkG*lMDIv!(yT$iWb$(b$KGl z8YPW2I8qY!!kA^WYuni=UiYrN2q5;&|F*jt$xrf z-rH0-i1&T*_tnPTBe+rI;+g0!$_A=D%>~gF^O)TN!felBT32uSbBdfNJ##=X73I^K zTV{%hA+G`Zv+Rm0s%kLjU8VQs(cNw8y>(;=KkqaRrty0)cfOEqBVeqXHf3q8+NI>` zd4m^sB)8|9q0Wctdh=-m9)=WfiYE8?M`e)=0SE@T_{k#Nvu}@htW^9nTzn=(4SB1U zK0zIo&*B>x%4JFzPW?4rTVmEo5e3DYoTV$x2UGtdL3k^AV*q@w{Zj#H9R;|mU59dx zxWk*JTh8hY_w{^RfjeeKD%$dEAj_N%!5!e@-C1?9W~~s0zi4bZfO&=(MriEhr0iHK zF+rzkmbGVFHp|UFuI@XDYSrj*W3J78ClStx_$zmijn#Z&f>?p5;@WhI_>4fdg3afo zkT?++SU`SnZKHNi*ACyu=M&a!`DIXH?NZoDXzlo>w0y})jtH;y{}8Z?5@SeG0!}R> z{!lcbgRKsla*r9kC*9~T$1(7B1in}L>nyqXCTWbfr|WeaC%Xp4IZ^2O3b92?h0o5A>tt>~{G|h)tTT5^P!7F~vlqP_cV5HP$=iz_>qjli=djqLtSCjQjDKh6fe(dTfqoPy?psmo##Td6D&cI+dyw z#~S$BgCs%k$@8Rv#<`;%BVUQ&}5A(xRoa4IT6I7nR@0?De5 zpTSd{(l8kFX``)gomtTsy>>}1mD%}CwLL&3#=H?Yn0?=yk5+0TMV98Nbpz_`$ zN~|@e7XF?GH}wPmgW zYWv#TkcGtkf!5IeO&L#_>FnV%HSle!mq%=v{Ed0OS46Co$YLyySI>tnATUknApnPn zFOwtpGysiAO|yDrWA#&GU(FZ^l2Tjnl2I*N=aax?3ky`9`!Pzzr~dP;ABS&5e<0vNqS(6lvyJ;zCc1LooWJv z%@pew4GGM75{um@)a~{V8VpXAjVTTlN$O8)%okS!wz(5x;4#Ru$2Y_4lVAAnR{0xU zkEtzZS*jA{LSLyyt0BEMfaf2A=I5e4g%5n=Q?q zu}bZBgiE0S**83%k@S?s`>C_9g{{#$#Z^5^-J?GDGO4L85cW`G5!9XyUcf7QjzH{7k60PQAFp@B)sVa+4T}nsG3Hnq-$&*xl^n zo$~8sKF=8juhVfAGut=y6t2$BlV8PTJ?W{8gK)HY`5ealh1nOM39t@%Whmt0v?f{6%n@kISpz5Jk`$k1Zmdj5PDy_>r zUzhWjhgBin?KRz2J23?jlQ2#VEl-7{n7o_4a`_uEcD`)kOIOhRlBYdC8fp@ zJ0khuPzwaXny_B>{Qbs?gl5vskoMP&y;+L87}`c*Wfku0PICD>?53~(_|N4#@|Yla z{yzr}FSyIwub9vYNAXK~^(kGq>B0H4nj@U&=yu2MEtudxC{wpGB#AFM>kdVs$& zDikqFgElV6A41`=pu5uOFLC}Xb3E986CR|UxVYQzt6$+1C#6UqGa6g{pTXSgYXnw# zZ3q%f96spYo(1sI)LQe?8Y|sy99<(EPi+z^dWayxtzu*XLop?`J@`x>QLN-5VeuxY zQN*?djEHX#iqIk?_H^d*bi@6$rg~ECAR`J(A|;hUSoK|!$U{FamzEP}ZLg|0vaO=# zItw-Wz1|-54f7VcFWdUUD#Nj|+1sH^sZM>%DgMoQQG0zv6KU1xKuR=_L7lkkrAR~p zkGtt8*RNa_T`n4*^b7MB3?V*sZqzejkd1C+2jBki{BYyBYBz949rwv=h|cF^=bVxR z6d?f7?S~%`BAZkSL5$6_vvCbeMlg2=|WH zaA@R=$Dvom>{Qlk@}9-1f6z_J35|SA1;>t2H(w%h_gx>ou>(E*R}mpNyi^nhhWbW( zPD#gWP9Gk7y)|OWlMoaN`Rc$Wb zf``_kKZO#+&WP(H(f}3E{;I=qT~>qDQmDeZrG8(@OMP@vL*a|f6<{vaSQo*8zT&-? z{+RDgZaN|D*P)@6_&Zv@QeBWhj@OTSaCkIgr-x;Jdx90)Uou+u#$Z_Ki2H=(|gLN(=O}Vne2ad9p)%Ct_>^A+3yuA zOU5kB1KeBXI0mwF9h(H`Hd9zuw0cngvI3EP_`A`kWJ7_~0BsJPX|Yly_(%X}ckukU z1_AH{`F@NI+~0S8&o@cvBbc5pb%h*6z|HpO6>QF7jAja7FeBnrE@iKAis#vVO7dq3 zCX7F`u<1Tr2YX-q&aeJ?(%S1dq4>`j0~<}_?VV6~yzmi3gy=lD7pd~p`S)EPqvPFp zC=?1;2E1R7jCSJpsQF)78rD&~(I)(ry!~fzbhSSN6JeSH9Dgqq6Rv`1KL64{YD*Nd z?Efa!|MQDctDw6T(3S=^eB$sij5jm-p{rpD6$RUclHuW%^%W0@B%Yo6fsNfPEb4w_ zbRdkfJ#&Ok0r?d1sl_^kAPBQsve&~Di*BAyD`Q7&$6BQO^B6Q_Cf^F3>%x90?46R% z$V>0-%;r-5mqeeMx>F6&;Le7;3)I(-A*?pRI`N~_h3D<~buy&dAH#V^F*?=l3>H+A zD|W9ZF`U?kA|pwytzkQXN!7+mWHby`XHHK0^Xj}KW=Sp(H_N|$6Pp?eEFVF6LF7V1 zxSCCiz>I9XS$7Urqg-3S>jCfE;-9B7cWW{xY1*Rlpr!2F7owoA$?-(y1H}p53ni}0 zQ&Zb&_$&MCSBMc$ZxoU=DpVi;Z77j2yhG}yh!zlGH*^ ziE3&Znx9KJcT2h1$?EFrSBH__k_3i1i8)J3jBbM0y%R@ks=I4>;r0PwoBDbOw^7Yx zUMB-Pt8iA}8Qb9`Kt4vx;}JEI{e_U174z@%4UEM1XXo{>Ye#Om%f z(+dm9-@eHu)r#Tv8B`W0=a^{Db;QbYLpjPGhi~neX`W;dZ5`6b?@B3zp*449gA0=(ipwoSEpcqG@ z*vI${=*pm}8t46;l?zq#GfPrUG{_PptM>hTVN%k<`1)fy+H}?K2iAolm*eIdlPa5$ zk>R|oe70t}?)K)My7HDK#y-yMGjvk+rsoqgMh{Sy-taK<6cTgU!u?F&1t zD>J7H5v0iauXz_>dj(0#ZAMmm8-s%br)TBr`7`s=YVOKd1($4&nDeFATm|6ad94)d z@PUGO-^?cdikfeh%tjhXF@>e8<$b%8ZtV4aGP%&s+5PR2n&UGI^8z+kuRV3^e0Ni2 z%kEv^ISi^cjkMx6#?00~;rcg2BS2XWbyL!!Z5}fBw{n{w)pWC%xB?JRZPK5N*fBcitdm6Xw{~ zT?|jHWxbAV-FbO^A^e@NVbUsun4sctinG!}bal3srGe*#yN zv6h!cAI{%4=+Z+$A^}pk+|N(_QtnQ&@wk;&QTQ(q_MQr_zXcW}{=k6kSyjQ^(7n+; zd>6<)sjMBJ;Oe3$v}nH6O6MiYUbC)Y%}n{FGrL4NxYsSY zwLskKRW>5S!&5joqXT8GYLWGSgv}@9$=A~t96gGsN+bNLP?oLYUL{VyqRBk<7~XLE z%8eQ^0P&Iv513E5L-$@e+c*;UmJ+~+G&ek6o(hSHQ4_ULfL{51S*XZjIRpNfq^|i$ zw*|~?nM)!s-`40~$Gk7S-CrE6vJSsc*%p#|@eTMg*<~d}`|c?2bHLksb^48A^gGVn za3R_&JGqH3RzONKQ?zA;LBlle8fOz$toF{K)w`3qA z?@QJ$nI4%A2Z6_ls~EOv%oANqZ)XO~cR>RY`OS?%;3%U0`rV;C#K@sy3#)A?b)?{* z?)Va88qg;m4yGYnK)Pfq1Rq1Bj7P@U5JdAW9ZX`enI3zdA`L7Lb;LbZUmN!&=7Fpun#W;fy z7os$BPSz%CJ+iU4v=W--JJ6$G2%)S#KBKSyC}2@nZC_{~k#%EV_d^g4_D@NY5;bb8 zI$8bb+yw0y7e}T^M=H5XT?`-JH^A>No17Bd=0)W;qL^Qjdtb(Ri;sAVN&su@*3s1r z5_#RfREaA}E7~xQvdV)1r~f7otWRDcM3Kn`vB8sj+z|}Lei`_ijt~LC+2?dLbR17i zQwcu;oXkE55&WLZ2U-6GU=*phq!VtARBkQRji;~CZ&}Q?fs@7B*#nqxKqUFd3h!9~ z{>y$#aRJ*1hN}AT$omN5v*IQC8X{1b`TzF#eW1aiJsHZ$BJ{Xe4zBo?2Hyz(Xk@n* z)PM6R6Gml33f@#qb4jwM=jntzr(+6uSH@$b7;X?UOQZYXq?7rF@%$5?KgI&y;n4oo z-23e7E^4p=Gm;4I2xV=~a#{S`xUuOgWfd5)k5us+I$2V3Vu1qTp*_=f9 znTT?DKla4^I8Q|2aJ<;Qud;!&?d?R@LIjIlqkAy;GL+c7wg?5*;vX zF=lH9r=qO4zc&{^^e=sg?*K!|Z?dAgWmuEXDI(S zTMnPVsGDctrKeo&|Hg6+dg?H%ufK<-4hRlj=pB2)G+rz6YR`q@J2$VonorqgJr4Q* z&69`<2^-F4%rhS|!kZGOAJ^&^Z()rgsD`DBg@a?N_3ts*wirH26)Jw?1R3zw zroDKkK4oIOB3I0!mGz$^j{q3WKVD#PapFhY`|0c{<1hv`jXF`cwthNDz$RYkKj&$E zu0#HD08UId-;axLW~P=TWdIWi>l@d7E-TKZ+s($iO9Y#fOX2y@9 zl5cg)0&h)FN4_=*pdNT~RgUT!H5Bi;bc+(E5n5*V3F5YPD%H4GF|!Ynt`i0SH~TMm zAmAqObmA*KkJ6pQ&{QnWU`u=UwNivKT@b9D>R(4cb-bDG8FB7LtaTlzt=-&sUPoMk zJ16GCPgnMi&yg}D@)Ez3gP5h7Yp=jKDV+QXI=h#if56BteTi)cvKf!|Yl0fvSN(av z@gaTymIUvT6l@8;FM0OJ1qOpHWEG!BFO!=hQD2wJW_p2wzUc0lOH#zkk%gy5WB!QJ z&kitm?G_IHM>#F0K%=Zyu{#e>IC4?voUaNTlSFvK8QEzV9&m_;sbXxt`S? zbs@1({0?lfv8u6*)!9sMMR30R%Y^^q$3M!CL5>r}`y`TYD^IWbA0-_}=f=H3NnG7C zH;>ye&Zg;%jIT3Q$B~qjOpMo1pPr+9*47fq%DXzgx&&#~wTm+^sdVf8Sd*dfUL{zF z%?F%1y*Sbx(KUiyE#Meripax?H1&_^3xF73;qzVXXn(ujShW?C@G@Ayplt(asg)TH#spOunif=ez} zm?Q*%cAM;`dk4A^Z{G_WbtIW5@iQOVGNGj2zzPQBjY1#i`-zIyFVFQig89KI#~z$4#FCrzsS_T*8d%-D_Bv%6^~=xi-d|h?@Sw z0Rd829M}fhVYCZ$u6m;qw<#SC5}nCZgWV0TU!u$VE~lRQO|#jKHfh5gX1iW?u;&3-{GWS&9#^*UvQ~lD_WDP~MivSKC`~27K(KBZ9cP))(wq~JNOu@aGSeA)H|P zb9ae;hPxpXUYnJ${^ zaK@B6IL81~sJ)w;x3^GVpP%nyZ?6S3YHFfY^u1;rmDGK1J|v$z{;~STUVWSMz$r^;l-7J6kn*i+DH8)W(&m7T+a3z61zhqFZQW|0VFU|p1P;;Iod<{72@@iW@1Us@{%0TRW74ub_sK}@w>Gwj>=DHBZ`7VEm17oVNbC`>a zuZ(>jq`3%`YM|yE=fcl-n;Tdamow#|a^MwEr;zrm%8=9My8~hZA-t#7IyAdx{tB}Wv%n*`M9+OH0|;fA(?N%dy2BnsOcKTYaqWoyNc)&+S*-N zQ-*DK+iQ}%Yum4w3i;TVfTD~>w zY|d+JPKYVc%L;&=ke~|X!I$9&mi4_Q4Ijn`BHIE!I6(})r-!2s5P0>@k9upRrj*E{ zNCgvS2K*HmWrKaUfmd42_AEG&#??P|3FikAHNZ_BRMVe{lYW}cO{=?`I(=Hea53<3 zb25c&(b%6)TpiVZgYx?IH@4g295_$3+fZsRM9Ot&#oulqeZD=+osOGucMiAwTn~Zu zu0T&7?4`z=xjET7+Gp#;MOn>iYciI*B}_~_o8*9;c6?i{L(;$r?LvTRYHN6TIY~Ga z<*m*rufcpWW8%p9A>q>3cv;hKHhM<7YMThJI=&Mh z`ogx4PliHCy{)voauB6ZT6xlW&+X(3nex$Aq~rEmH@IUe8OHG^qVQ5GKIf#nDm3M5 zsfRc^o)~6q`=YTq_=9Kl*cGyjwv)yc4AN$^&khux1(VyJp{hrcSXUy;L_nOC_jmH{ z!rwH3jL2ESiX4tb*7?K(Jc>`-S<}&39NlbB%`#ap)uD5$8eF_0h0YEhD~j%?n;rVn zq$)`rKNRk=I^2qD*DK8p`BB)MC9#*>j}V$y_pm1X*e5qm$~Dz-cuGAAdm=yR{loqK zRj$lwqkz|I2I9UmgDBqKj49c7I2D6Zy1nF|7KR+ptB#e{U#=LmYc38oRXJw$58$7y z!xn3+EVO?zm`b(#&nBIJ`Cev1w{~GMj#70?T;d}0VyWLU?1#+aa9EJZaRC zLy~U~^P)-ckw!7(mA(KM)RNLp)fqnk)2ktYZ*tgftcnJ+BGPX9H60Jyx1G=4oJ@p* zmw&{gCV$ir15Ld=;H^LsFbXK>fK`Sui3#J=!c6C8FE5WI%|aDOlGM??u|m9@B(Zhw z080}g_+XLBkTou#R*EEzm4d!9Hy0_&8rlChZuU;90+DZ&Sd%0V-qBjV}m;gu`%V@nF!> zjkKx)1AK^%7t=1=cmow%tQ0KPrA41Kwx|8^`<1#_o{{JYjf9M%&*T&Hg4g?{O{%dO zWS7dDnIua)2WVY4s=Ed>gqP>F`YR6?_83Z#mB&3?jHI=tg|rlwo8{8pi}fRR(R`O4 z8cLFX*7=$4gS{T8Td}?d{etAO{~)dp>Ps4`?$#pTHGa6|!noGXS$F;gnxpf^Ou8?q zmmEJ|>6*t^(KI}joh|ya{i+j=Tgx6>d?{%mO6R=zSn&7nWZ#SNX##9WQ2ev0dgPc; zAxj``E5LCIv0wEb?5ZJO8fusVmNgkLpRc|;cr2FKm}zx~*fjR;g-d!{#<_$)jrd}@ zGb4*hM8vf{G~k1~yY1FgV+>Ae_4NSu&aZMvPyGA^;Kdb`zbyvYVBTF|!d>gdcGgm8`@F`y zqnDZvP(|_wS1I(YZdPM8o7vBP`)2vFu;)!Zru}B8nT>QtjgueZrfS=qrb|_kZUWKYv|D>H9=+YMCPnvxw|jbzZ@*~#D=yht z@^zRJ=YI6QRr0xI&TcDSR8l^v(^;A0iX(Wa(OHtD6*B&~!VWscDJRu2cv@*y#C>Fu z>^#p>iKjVSKf4QFFvt&>8o4sk(4_P>hF2}Ewt3Z8Sp3P-^~H?9>1j3gj-Ef18J1PU z(oCGlyhGygBBUw1-mGo1nqtFXS?B$}Qor~JOFV1W1?pa?|bPXNTWS$ig zLW@%LO^*l~XLlQ)gY0P&A4VjqJMoi4DqY`f%WTjD*nP^-gYzF!sq$BM5t;KED|lBN z7~^k1HQR=72qmwhhd%|rB=)+?%byTmv?3aJvO?zQU@*C&%HM%P>U%!7JX0W? z0-ek!4aBM~_7y(PU&j1)^Rg7$u$OJ@I{uXZL&TvyW&uGR*4WxAjf@hRmy)!(Q}`mk zow*W;O2O{9WSLj8R=jh=>tvp}pApdr{aL|ZBMOR7T5eIV!{C)yY=Fs|U%6%~w);57 zCo8p&=tW(^DcBCFIsn@4rc;`_N8*?R6G z7NkLM?j`2gBg?z6)bm=);rS|e2^($ zI5;j}7e2lO8)f)NacB8wKU`27H@4;%-!M|?gT=Z|a&RtJx+oul1q&GNdLC(hcqD9P z$5}?~9?G~|z$_yiVehmmzR2B)%-AHKaZp#a-1_gF3I1J?KRLviho_)(vU2=lNpmD> z&Pr$p!wi&9hIsuY(OG{}_5>Awhoc!y&N57F&~vYW_dRh3tg*sAPCxL}%5aN&W7$h4 zGhmc$4OL%R%9c70SA#EdvsO64;YjtHK7PaYk5@HOWz~(Jy_5a;+6XvgUhsZxVZmyv zLO6lzHHWYynzPg)Ng0{Zde(U4JRwEUh=zdv)4fCGt<;Akq zyadDCyXF8J=QgLevXP?yN{;T^4iEmA_4u=$0F-A%5oG4PHdL3WFo`17lLnMm&%^4! zMt5@EeV0-c(rTG!=fwN6YU9kE2ln=`$01{XHe zAtnKI%Yv+c{4_$5L4Ro&Cn^Phdqka$8 zBPuy{gMGUxM3H`At@et0R5)*n#xk#B{B{B(9jMQSTOU^`TFESyKc|hSl@%ECW}GHK zLimMGZjashote5N?e{ao=<+z{+d`7)FzryH;Mhz&?J>G_83jnWN4|0&)7@&(OCqfT zo~#Q*6%GNtZ(m3T-#$Nt>!)Ob`z-1@*NwtUt({RHg7>$u{cl6#Ir_NBE?u%a)FJ%f z!_7-=kqe0uFRju?KQO3eKn!5otAbd*#W4P@(j}g9%9m)d?9wugennZ@(Kcq%u{N%b zj(m4h#|Qx^w)}jZFvGJ%YcD2awQ+PZ4FSw_ILApSBs6iVnjnw~7$& zzSOiJuwjRNA>F1_g2ud2nxW&|=?yZcyk_#H?N!fE|CXTy1BDiiwu&e0JQm7I!)->V zciu1lJ|3i3wm9txoqpy%FC|=P{ESjZZnfkS2{$KszetO*>$3#B{LlPSr-Mg@>aV-t zj3K7HR=qFMJ6|sl>G>Dao@L3mxcly6Kyye)42=YtJxBll%=>nDo=OQE9$WmGi3s&+R0HddGy-Vp(iWuv|e=c|HSED*{noo4V zoh^5XVR05Ry+@z8v|q7`<6hi;pN(ay6%p42hnI)-uU3Om6wx?8y)lG`4k>d%*Srd) zPq$wM@C*xEtP~`)tO_H|*lEh>_SHb|77j}*HShR3KB1*i%t(&7&tp|AUCfI?d_wkX z;~Fk5+nvG_npfFJ3E8lTE3(d`UGqpJO!J(-SdX8ybm%%0Jn*mDV$>Dpb@P6kh>pVM zUQ=ctJY_9-mHkD_XZyGN-ObQ>gs<5At7Y;p%OY4Y>ZZs$v?$HK*s!j`tnJhO=A<`% zJ9fSs+Hs0lrLvRcbVE7I)WzH4Rde0%ns?OMF5jMe+UibpJ%MpE&=Z{+f2oxI=u`NQ z$SyVP9~c*o1VE)%UKYOk4{tm2NXXRs-%B?#FmOSy7v$txv<9bi3-RicbI>*TPx!2y z_Hc>cly1fZE27zbdSgLLy`bB2+TNU2JfiG+rjIE1xe_^Fdd1cX{by%DPJZM*q>HtdaOA|Pa@ z3o+uW<@*R$(&SW+ai`uS_X+cVhA;o7Bbu`uS3}#RCLJ}=m)shY=~gTFgk7Z{3`^V) zoD+nyhnuZ*l|GP!>8^iFBG?+5ho5=7&Y&SzU@s?WIOogIhWIG4oO{sUkT*Kif?)ZfA^&msDG7*<+gjkyWp z0V8)SP>T+7+nsR|XH9!F>pVr*0^GIdmQ%7H7ady}MteFY3kpX!cNCy~59HI>oF?X8 zZTBr^)8_RTY4k*npM;rq_$%sJ7Z}K(ZF>v7bMi#Ii@(y$oH3SiUF|wmyEE%iwb@E` z%c%nQS&6<&asiQfK`A5}P}pT+g58vo&K1?^>soQvCoaW?NA@M^ zZ-Za)54GGTCRJw7U5!ps9j)f=lV;p@gvHf_TcQ4|P4w%F6u%2PgkCHSD_e^0hK25s z>hd4;RizVZUsu?lN2V;|@w@G)6tYc&XFn~s4%Rt8o)(ToDIh#J@BHR-nb&7pUA>U( z&{T;0l%1fJVKV}vTO{M0(!^mZ$u{E#vLSb}c8VJsC`4wkK)6w??c|B`s&tofOfrH8 zV#mwGnkr3Jp%8GhbX=u0z4m$F{In{bWqq-m@AefuHf=Bz#xv!HmF5R+oH}wcXO+k1 zs9)-1JaONL7jHBT(i0|WybauJlOUgTHqDF&`F$9N*{&9tMu2&R5km~t-M${q=F_M8 z(@4yc+11oTo5l#_m>1b{3r0+Ps^%+^TnW``l=~KiO|0c7WUrObfBA)3r?JXZIia;R zLwR<^#(u5N<~I$RJnd7<=@hg~3G)NO?rQ1{E-#6OYIk!_+Zm-=e4fIf{Ln&c2B#$S z0;5suD{O@iR6YI%E0=8EQF9B>57{Xv{FKk@7e+KRJWL&r?~iZ{RKACzqLTTWZIyp7 zIArTG=9WyEudU-*-ESq1OgVI-gbA0IvjRTFp~hnJAI2m#srAo2aanFp=Z?Tr!p>s7 z9auPr6_n>MMM!Gt*l)qJ3j7I$uG!I2*@IoSBWu&xP0q&YjUTBSFxW)r(Hy6@V}{?j zkQ}RK+x3`>fBtGHd(9CW!-aPGgm|?6Pj1oc_ctqD4?ZNAZ!pOhq9lJvyfCGnP^0|Q zTs8Q5;zzi!!)v$PIcZ#Uw~*q+`ZHsPj2w`P{F|Hct?*b9t!r5#^9#XL3QwEc+gR*3 z4Bb~YjEg|6fTFNiF#b-*=E)GH-S9Mt6ki|*ihbTFem!KQGCgELp1|51J zpT*WL{w~Z!Lm#X!>W)(dna0;-ibu!ftYC-H0C& zqbQ_^9Ljz&b9B-2Ek~%w;v}$8qgEZqa#R$_MX(|WDk)l+;$Yl zW6p+ab1R%+_lfHM(^m)*1-V=vWoxI@_VSZkc#F>h0RC;iPUM|*OwjSaj>%>_6w9xD zY$z@^FdXmVrF9|fKZ!9`EVZU&Lv*cpRu;t}A}KIkUSB*t?ZH$76C8~XajogtQXwNa zOX_S`mQN0%vrc?{>Ghzs;f!kh9!rN-p@oB=#|loHL*m{DS98l(n!iu0_$+Wy@4f?q zC3hMIa!+2U{V(?3GOnt%>mH_S)3s@klHLds0@5KM-Q6G!(p`d-B1j3+NOyOGq?B|D zNOw2?g?OLid7g7WpWct}=l%Qbwbm8$nsbaX$F=)myhD3)2hM8;n4odhXYc#9>td0- zxeG=eDri?H9IBai8mgbhcuQuJzfv|~+^SRoW-P2xB z21@d+Y>4(e4^5Vt0w~7ynC=&d-jXHMUfaUt7MiI5}IX5f+_c+#o##3+oq_o!QNKkOu1 zXOFpqBxhTF;A z+igeFPQx5+cUN0$k109XkksIt(aXVa`MdRmTTN{Q6h>y21JwaGGXN@I_aRrDK+qNQ zHg>LQTt`PYdacoEOm={|*d~YzS)EeFXaoH5j%KGC$Zf++b$I+|pFN4WKHgrE;?m_1 zpCiT5DVdpJrFxs45ph|0o*|h&+f?OjZWEL=qfGkL$-T5Zvgi#_sb!yMl|p?#KqEBv zip#`MJU0JG9BPrQ9-qeUkyRMmrbP$iTn8DDH5nKIVExt3wpa3O=l22GczYfNp)etq z@z~tfOY$AuglP73{%PLTNNsv`(cAO|dz(*Wylu%4I`RNTFJZdE0+i@g9hr#t`F_>C zHXXrA)mgP&3l|p_SGYg(y1Kq^e5oY;pfE`LPJ!(sXJ2qm}PNWrHEv~XUDTtjZqe6JeWI@*;;X}%gJJ$rVvSv3mMb+W%yr>U8(pw4UdquL$gUAJ^U-9{vo7MNI{h5LF0tQ13HnLIMBk zsy`?Ian*PZr4Q$)Yj^jf*o(R0y6FH_7@}XOu*~cW75<0bCUe8Rl?v?r1I~Z3-0O<* zN^I(b)7?42V6uoac&x^pk+-_vo8k%y#5H|sHm37F=B5Jy=FPXpYd%hHD40eHb;oms zCxC#!9h#i^l&JiLf7RC9hcF)9?bio(XI5Xn(@)a)IDL)!MO;B4++Lm;)W%^zu~JN8 zkR1D8wV^lPeQu;PBLED*T8_8&nIoV`6#vc_dxqBGCB9v6*T!f;8pg`W9X`V7=&`ys zwgejUtYh=|Yt+Bp0$JgH9ZB0$m0)FbGidRWIIG_x8ufbC*z)xn1?SXk&Lw{|>tsF% zgZc>8+!2lw3eY7;^^I;Z8EbjDja-!36UVEx{tBifl$>B69~)ph$<60w>p7lDY(t9_ zPE~HY7{Wq{L$AXl3fVfz3KXtpxsB!;xvWi3Q~G3@+`fwu=^{IUIjC#e7t4ks(fsGz zt5VeLs}6dv`Z#V8%XyXPx%&x_=lh^rdvdcj`rZ}P*+rV*PWxWHL+(TakuJ!fFNDO_ z%(i#QS(R)cr96)6GKu@fMUuiH5&dfbxkYpAf3iZN4`LjiY27fMiu5&tNQa5za;oo(EtWv2X+QOm$@E7WWqhdz?b%x-jv|z2Je9}u z@_O(fsC5irV4x>JhSa(pypE{i5Y}R=Olv6L_Ok{NmouST_TV+rOM*SY6Bx4YVHcGs zqBK%&`8LcsOwncc$S!R1$A;Qdj?pH3m7k4Uj+~}8QhE+OIflbW9%KmZ9lM1CW70?E zqd2!tQkPy*IP7b&y$fS-Py`ylmm{sp6iFXCWgAI+9Z1yPYKSWT@rpbs=ZAiC^$T#r zMm3+R+Yd^px1hhN6-5!qN=6lcpBhy#|;z#moNeXJ5)RBEGtl{^^*thpqqB zhmGV(y+*;Q(I%cQhc$1fB|g%m?PKM_=vL@-xr#29o1rb8;*F-P(iOyr8jA4E){ejH^C&6z z)~mhdyQDo&GsV}J#~WPpt^rKFK$Al2)z7(?5bo3Cw-MSkY5aqQ-KiFG-$y}g&79#| zib#$6b))vX!GqltZG1zh;T=XHA@KO5by^)BDA!F&JMjEPu9LQOJ)PMCl|!);nV9f< z5;?@~Q@=!6CFDS-Ioe{&vA@q{=lEIERZ2u@7)`+7*?un;pbhhA`5PyV-hu~1bU%Oo z%;$Evl5%&EA^_;aRGGMaZm*}x&Bo$Jv*pxk$L~pvy}0Wm5Q05%n_otHjep;1Xth6< zaIa#3;8)Fn1Djt82B=94pz#2~j@7+Yz}ow`Su&3H?w2#5KID%P0Yuw_ch`f3f+dZO zh4^|NI~*rB*B3|5TY$PN7oXf?`$>Hz6fl3D7<|>Q`}l9=Z@hjK=FMjc3|M^fJoL%1 zCGDMr99rYn8!paT{!-e)jf98ci9FEDuLbM%7-Fk!W(e`WSqk{gDji7gSux-1y z7BvmH9vrXqZ(;HV#Rm+5ysz%`cyMxH$!`|i+l%i8-5QaA4iTu9`9EqfG51#9y#}KS zn0G30+m#5i5N@}_%sKbdZH;=`Kp>Cs?v`AK9~Ww+uN3h`-bSQCRZ#3$EK+^gRU**! zk4?DWbf=Aj?Cd*o>@eM1-`@Q^d!wGp|4XTh`iIt2F%!)FOz@!4)~j#cSO1yUWrd~) zD2P$5XvpTtKO}S_&;Zi}=y87i-KvBllRWt^Z9Kw1rGmh^yIoniSIu2~xTcQGU1(=h)qdJa(BH(3ZyJVq|Gwb z)0~-p6hQQlg@{vgJaMpbyBRN<+FocPq`FHTNGiN1`*D^f3R@!&-kJe5=$Vz_XU`X& z)zw8(YzKnU#Y&y5yz?AgUYOF&^&_Sm`S_rb1)_>SMX|}cr6IdW62iiG$^%w2c5F#qEZ$3DFjhwUgE16zH0G7qx+V0 zI#%pBRZ{OI&DQaJ-L3@DON;~&T23NByd8t_>1pj5)xA3e6s!I}1`pVW4S4Vj{#RJQ zus+Zk%r*tzUe@F=N?5)=usGocOeeqOGC_fQWGyF#LH87PZ!AO|b7D?A@wsf6e+GL# zmwALc+{S`#O7Vx=Z=0xv6aGR>u1!14O923e1l`5%n7k!`)ux=v+-WRXti!i zNQ`GgBUS}qDq~gnoCA0^6?-vap>7uVJCAW_&DGRNM2gSlChV_Ozm4(tD$88)ezUpg z_V%v@fq&Zs<@E@tP%oEdRV~RZ)KJf>RIfL59aJ4GPA_T+V^W{tByPYbO4EjgEc2J} zy#9Qc(|M`6QN2EZ+)@|A7H~$N&uTw0s%R9TI)42$I zH(~iqH`~-T0ol#<{Cic0IUMaElv4H;vEb9;&Ul{Z0xnWcY4oyL;DVb-b9Gg5FKC#` z(~c1jTKWMSm)5rhtJkMX*BkUaVKxMMn6Q5EMMtC)Cjc!y#S%0g62rPKqf||>jq-kc zo2cI3=%|y4w6^KgckSlZGjY@H*so+Xn|Fe9I@)B*4-tm+F<)?vZpn9h6@DHTsdVJZ zAj-zn-A77+^Is!=wMLX+{1H4ebzAhZ)O(3-8-(gxW=Y4hDY7f6% zmh)SIihjzLOgWeK9!J#(Yl-<)*KM_SuFwoZCbj!v4##^;+#1gk1WJ8ElOoORb@IQ2 zvhmlK)qb2KE%C6lPEK+m^(po47`44j1iv4iE}i^RDfYSPVvQ`*LJ-jXvk$r7xC>27tvP^ePUqEaofmAJDVi{lm7u}b5d^*nfT z^jIO>Lk&Fl;$*;kbd0M3C+*bNOeXsof4zIa>FmV?TiD=0>MNOZ!y`W)PEMCkYhRCH zc;k~dt?Fo}cM6{mB8(o0@vD!z3*Crhq5QAa1jH;lGOuHW5!l!FXIjAz;ArVo!&m=D z#Hy?*rKjo(pF4RL%G%YH_omDQ%lt)}?&4sbz|)jweBY#UvolC=&Fbik zMhHOxHswt$>K$tCaWRW~D@Cx5R{|RX%j25V#_*{5DQ!=>nalR;N~l{BelUmnVqPES z)K0pOtB6=nZiHdZj}o`}z)NSo?SiDN3I z5y&B-PASvJp0_B;b0-cqtY3_Y(!j?K-OAASjvBrj30bh!(xx^w6z3Bn3I#c z8#u*x)AMs3?=<9iisR@o7LMGS7Mm&cif;#)hWRGN@!3xI)}Z>Q#w_k~9jjp)lYNeu z_%*a0=wyCsgu-5UBIWfPHW=p5>zm4lY3s*B#)wMo4O_qwj6RP?SFTVa-MEk+q5| zXWkl!mTzv+KQa6Y=p_Pw>|X3feGd;_2qA7W&y&!9C<4fUcBWO@_Ur;lh7I`8!ZD>E z9nED*$S$ZhN;fr_?_Dzh=q#Ri z$F{YVV^&1x=wgcR5uP0T--brELKY`PcSR{I(9fg1BP31;bMbRV*qngh{>v-29Ci`g z?wb(;+b4=sS^OV*mVji>$V4~8>)hH-P*`7n{?YFDSAqJ2!!zp1iT#14IJIin%A=t7 zNuSjM>Cc&Lja%*S4z9;FSu`#i24rteQ<@B2Zl;(Lo=d0^Sm{vKrk+>hnH#H(>}TfvPI^@4o;G6qz0?ZD=P-mmWTs!`BfO&*hPz zXf`Cc z&WHP|x9tpOn|pMYLv0H^$^PVS)aBE&l#)Ke} zje-t=uV`3gi)bW#f)cT&^_a3)KtDUxp&ClrHyfhsBe-pIj)*Bf>LT}CS*zHDi%J4>SKk~FsOYINVS=>3c7a0|kO-QBSY`D(BOUv@2wYyzMeNoLep0JWx<_pq z)w~bsr=Uy7tt!eL%BP{<)s{mKfqVm!Y;BX&n|6)Dliqbog16`aDHcP4g-q2%l`(F8 z`E3Kp$h4DQ$N8|1`m= ztym1D>#k+XUOixUL-qN2=Hclon}^N%c^D;++y?v&37g8j-zt>8Ps!hkf0>DUP|R%1 z?|N-6g1=f%w+Xce3cxVL-s=So0A(N_uWda}Daz4y_1nj^WZ$eSG(;b`5)=}=!rkD?At%Ku=8-MA<84bI_RjTyF=F6GiYqBUbZViiZaDUvh zwE^Foj#Cixi|Y^Znj5U;*Yd-b@glk49jJZTynT0M&NppyUe zqQ;`u>}! z4Jv(>_!H;)+szoGR>nupkilBzNgd=9#QQKYnpBvWzr6&GU{SGQ#ao9Db^o{F`d0{0 zJ`d~&F4OZOH#%CB;>DLm>b}OSjuM9Koz87me3CIO_DbmQa%YIneSgd*(3O;`N*2T z@40Emei4WALrL`<(0at0W^YhmL@q0pL#9A|JE8`dX|hpCTb6xmrjr{#{{!g< z7St@ud=R^`p32n5)R%o-97?NGzA=n{%SF&?;I+LCs;f|CfRXPilpP4-6A~DfX(wd@2=WCPX^{lfBYHo`tQJIeS z?rDo9f24i@A$G2RC4EJ62Xqm}C+3srg#P?4wJe?!|ISm7v|O?vB@$E}Pb^^|5Qc!p zA3G|P)q&`g5X^{!@VPe%7cs7Y0ecXg1hq+v@W(#pTpT%r^B2O`y%{E?GVOAXjS{He ztWZ0S(5Ul7|I-cC9zym))aV4pS*l@|5tbM+@wo*_bIU_cYVh^%R2y~R2z_o2@j|ZW z2wkkC!{`}tVQIXKhBzsRFy5p!xvK~6611Qu;limzh_j01@*OY~!MIzmSHo-(!bWQd zh;fgsgYYOnbru!-N<1^yE|J>zE#ip?rJl^wjHka?rA52+uLQ%&jlPZ4a(tg{>HKs{ z5RYwX6wFTVyH3Rs{suaMj*rE1$ZnJ8h0;|EOg?&lQ=Rpmj2$_fOsf$yso{nG%RoCN zkTt%PIR@1d;t^nv&kOI@^$~xI9RreubUriewZwnDwW-vjVMVAwnU!r3=%Wugf2+5@ zi@$#Ry1lFB+&P>kC{&y|Pxd%n&h|?ZTAv{Eh+UzOkJ&PHtS##|r}4^k-d_R7j@!IO z*UqDSIi-SY-rE)u!SV_YFje;b^qTp+7MNT+x<61f;CLX}Gj(q*%@**yPsQA9#1K>@ z;}=SX@LS`N4w-3H2UBH)AtkNxCV7n%azr>kuCU@~B!rAQu)f#VbKB*WFDZif#IR`m zZ@N0x2(e0AmH>-+IU$Rj;F5(!<^X8(gAL2TzMbx+YX38;@1)GX$93doqc57%*K>al z?K@1M^B3b+T5dP_$E%5CfLDO#_t(U2H)6FVH&=9Q`yl#xlpt8|o)-O~(pi0fl;7VA z++C5%abdVGd}9Fb-b(iC5L_(zLrMg!VEI2_OIlv2ORIgd>kUdVL5~js@7P;gGnR{5 zL;1U&kqx!{#@#=fZo=;|k6eKw-tV0RzDI-o_kWgzyyDcPvfCc`B)blO`jkjJKg&-&MySEg-*s`~QFZ|89h$3`Tx2f!%?`0E_>-xUd=4 zglZA|Z_UnZPu*Ml;skCk`&Di)fM7R`07XFZYpp)a&V4h#@4aEsJ*flmV-ectftP&8 z$8S|3u4fs8KrL|fqWXF46TtDb7bf~f*(@I7^Ur4iUbcc{&HqQHiuNA3Y393BU<)P* z0_XG&+EwAiry@4iUm4B)OYA<*g#PZw=Pe0jG=Qi?!-?X~4S4hpP?KP&vjK}f9q?G~ z!mq3N@YfXqi{8Qy<{dzvwktrXe-^~_tg`hnX$CspWYY&xwWf(FKaXNj40HOWR+E4- z`0Fz+8LMq7I!!h$BBNla#QiWA-wu42di&|%#|omlbF05FMAJU6UeI~Co@`PO&1F!v zcWJ{uUZKeTLDu~+SWsv|K=1wU!Rr2$^1S->R$#UJsgaFh>K3T?7=}EG{-v_GLCpKs zvdQoi9$9TY{TTn3p#3`E;88p4w)IG{LwZ8GXDz!xeqr8NjRmHk-F!J^{Au(1%=#*V zd~taT0)s}@(OAIfJ4pl8ht|4>NB`yj0c`manAZEJvfpKBEx2w5NV)rgdXT{LTil^Z zc`92yOod=q9pAlglr1d?;n;Z&MzB=RTHuC-mef?6nL2+lfh{k?bNnB;)L(!9m!}dC zn>xU^6L#>LGX^9OyWVvkRV7Wj)LuHs;NiCoto@M zP%ma55RZ;U#Wf6fdzDW^Y<1uX`-n+l`{A&8_yAu7k%uY!^Kf%Y?ewQ1<*hAYAWKvk z1-UAVFEsi?iATL!BrQ0GeThnKPwbC&5@T{(Apo3XU!dc3UhA(R*!|}iONE~87J9ht zp(X9@!_=4q%=Q%6MX%{P*Gu0|1<_P*uIh}o2ICX$@B~)PzGR@{E-p(wo_0$+v-KW? z>MT3B-OEXoONEgERz%1JfGjofLUjb9i1gFaJ5E)?EGk@`a_)JA|Ty59E8x-qCE;kFZGvi zreq_#KVy7-_1IVmF3Be!J%~%7KfGv3eK3+<9Qr*!z{HykCMWfue{*Sa0Q}{q<#GNe zJ$CzTC7Xr5SU8fhg+&A^6_s=bLse(GuLb=fGNAd2!XQ{bO#551hxm{w3UR%=IRkFs zQou$Qc54e!Nuv6icPb&z7q+!(BjtW1k% z%lYP1^bK@lubrMRbyA|oxXN>A*r(VIQM{qIwoz(T5nJl1C!_`IM4nSg%K(j{rgvIcC^Qs~>IBL?zIfnuhDZLyPGRVKA;*6* zJbFl$lF^a9YpmGRf1^7?{5|2_d=|-^JL|C)@3+*E+LWh@Lu9(YXFgbWA7I~J%E}@{ z`Ds=d`uzkftFqC?{sG=UESWS0K6h#`^Pz`TfZLk&dW!X4yLnvLGs-Slqi;6n#Dfl* zg>B4z5*tL!(ED)_*j4&zwuSG05`8j9KO_q9G?BDIZNVN!Hz7dojvZc^P!^1lIQ3__ z^S#cD%34ox{YnajXZds=DwQ5f3?6~o8>J=!jcp%gb?rmwdQ>-T+RS|1a+~qWT8gfj z0c-6FZOY}kxtpzfYoRPJqX@&$&#e=<`H6w}^s=R|IrI`-$Nrbf*J9k-zvmyTadD|L zOcmEI>KETVX%sOP6Due~C-x_P_^=j&^7i#qkGvjXpO|M`B)Ab9p!R!i?@%jfJ#mGz8`1n~`FR_n6b<6OdC@8f8 zx(?abyC#fR*6&iwwjXCbe9!ib?JVo>O$UJMp#WD;1;MA=eC_d6Fc)ev zY@@HU!*6^VV$#xx->@PdYrL0Ys` z;u(EPm})Bt3N!f}b%bbTWknXW8q!5*?CMHyc6z2|xWwx7(U_(#wZW6=b^hksjgFLW zEInrobxyeC&7M}VG~t)^9gl|>NO~dT73mKMb3yyADki|Xau*tsa@&)L_%G$XwbR;^@SUAFGKg0 zSU9FCLab90ygH=BzxGsZCE}Gx(bA*SlCq7NHVKc}gipm!+qv2GG&N*`QlizD@XhvS zSk>aR&G3}@N<(7wCeLpv9iN;_l^O-vjE%(9i8vIdm3`ZxLuS}YWO+4zPPa7Bef3=T zr$6UeN%(ft26U?AmmUmVEs!e5G|^MFNpO1LGU>qR_Z;Cvrl=!62$^NI_MAE2WZf1= zfzmc@vve%FT;{nxpYh+T57+)-Y(`wJ}2g_E$n6I+s9397j|8gq(4>Q-V4|1Bdl?t0GwtA;TzEeVb#aY zU6?#(QQFRR*C=`ZMFsh(E@`d_b9hrhWaGF^%S;7xj`;mtC(jUcC|rJ!X1nw-d}Aw1 zHf(qzqoX|*P9xWPmO6>+TtxTC5+|}or@#N@QQa=48=ln&ef-{txV$n!BKqFeu5e~& zfxW8U$GEnvj}VKJ7gGm@nW5A}TVA%S)4e~j$wMhYefoJ8MZT? z?9(R=;~`XHu^JT)tk(psk3L9n#l6~hjVL$zN(Px?sY59;P6xhu}RmV2*org*-9(7Ec|A0w|65{1}5+KSQ03!b69OK zMQmhRdX0X(D;Ns9fLS{YZQD%m>mm-VOw6mFTyenFY2lT2)Sfgfvg(R>$>CoF%J+w0 zY-xk!^j2v?TRo^>d{z-vQ^oDUsP&i8=-VngAbHl)W}J8k8?+dc9*(3zJ-*=%9+sL{ zw52Tfr+n7t*LsHXIwX$$*$YMLQ4C83T_M%*#b7%xa6v>G_5rgz_cfoD)vII5$jTCy z5-W8K>CuTk+9h7P?zZFT9$!518920W*!?FpIl2B^K#OJAwCJgHQyPJ%RajKbc-UT1 z8K%>B!k?GQG~Jd&Lg8@3yiNLTUHC7RXBV|NRDYInR>Ki$P{OvT@_jPpv!5PDjTenL zXE@Ttb*zAd2Rcc~TM13NB)pn4iJ((QZkO?d>ZtoGyXZLa2NWhBSU+UN8mIo-2@Fh! z9oBmG#7)J~g6pya_v9d-3pcg5ORUlPN83e0^A+3XZwWh5j4`GCyf10c;apT3GN}4U z4oq?VM)8>#4lNlzI3)YS?02>VD&m@bO`v@Ba^8lAKJq;zYC*axZ=G8w4|CZuh$V}H zK)~k7$ZbK0=#!Uc@RK75Ay+UGp~?myW#suLs3huG-7^@fgmLM$%zHR{qQacfXM`%E z$UVH33?kW-@p}wNR@%TC&y)hF1{3=O#Z?UF+LJJ5(?KGol7TV!+ zJff{bjqbQ+BxvC$2jPLXBxOIQANRa0v;pok%dvC_SJA@zdK$RcO z1>3wAHCAX2@NW>A44S9>zuUTXq=dhw z4lKMTlM!nb!6L$PN-WPO#}$r|xTPaR>PqWn2SJ8Asw?j{_ILtQEz%*_w<*kIdwN18 zaa!Sydhf8rRzjokxJPR7IH%w$burO74IslZk$j5El){kx9b5f@Z^5du#mZwV2<{)H z-~Mdt_rH~LPLT~oA(>ovUUfq4{Xj*a5E2Tml4JqtAn@Bdlogp>1c`D6%8=4WOc(Fo zAcY?)7w*3t#cnwWr8S+q;h%z_6jt&u=z~17(O*$-3s4T~ z);8C9XcTXj*kB)$-g|XG5pc!c?ezt4_pIaV*NQh@z?CP3FI#fy2=DFa04Fu0Uyd(C zP$6)r)AD$?eF;}hZJrdnfh(R=a=U8U89PefxQ?Kh_^3<@XWx6a;4{aFKem~7#N;Ly z%6gPG@e0&{t^90nXayz3_LF~=6i)2h&7WF<%&Wbrk~MlnHjn{V(su7?w4AC{J+()d zlyoK8LlLN(OJJ3NZiAM-kBnLktpOcVL%lnS=1Q@tx*s=}j19_G%X|h7PV9E>g?Tl5Bn zA2tW3yi4wsn|+j1Swg0ydmkR3lTAXV$$`f6kUqy%A#sIWh1yJ5>-7m&ol1LH^dnxD zWLJfRSoL1~O4|dvC?g6@sOqwU0kqOqoMT$OmtQ`qr|jfx#pIL;$F!aX%B5vyWSD$h z0Ci6b=$_3A9wtT2bkqme4#4FA5=CGUDS7mQAEzC91fv5iif z12w4-JE&1yGf%vSuLiRq9bxc|m?M40RosfX|hy2`3shvsi4xi2#A`p=^5t@9 zir)vbySrbyK+iu+EdGa@O@$-2Py8XP##t@cQ~h|dqU1KbEQVX#5YD;_3` zp;h6l43lD*8Ln#B`&t5a)HUeaQZ%o@SPSNLhHhd(sO{Ebd*Ro+VPSpw9+PoO3prr7 z52YAc6H*xh9-M~b)jSM*(p7XO)96q3S#yISk;y(;fqQjIez<3vv|RLa%-o7gFCIM% zv1~)3f982QQ?|^bsfh-Wi!DuQO9jnVZHH%NZ6$d$`Q&5}_;!dWIEV^Fh5p4gg1vmv z)gY_^M=bI)+MbZ~xM=#DhCW;i$aqO0o}BgJ&o#n8hv2uQFmQVuO&L|kI;)KF$VK;X0QeX$)@Z>BqU3*d)W z3Jd12Q2MD4(f|ZOO6UMis1mTS1T*!HS-@2wIvLRzy%$=Pzvj~-f2eRGO(MF4i$vim z2rd%EgLm!aFbG$nXR$YivEtcV-~js767$;7@8*HDhhpV^V8~!8B7Ff|XA;yoA3qc zyi)%MsBYV&|!?z%lay-wng*%--wJc&{Nqag#Zs+U<8z##Ub@q6z4f7%?&p(SF+;@QvNMP z-YmzVwJ|LnemoTY-8M8s6Kxld9b{eVzR`k6Pjn;q=XY|N?Oc0BF#{3Y{hDANi>Mz) z--!A06`XJxX2J*Oywh{zX1P^(r^;|S8RW#=zH`xiu=R7_=ms0TVaaAGq?}jVb1yO5 zr#xTqBWxDQKSuo?J^BkuLr4YF&ATqYgDDlfH-4Sy*nlrD&O>cVuRPn$-P?6Srg0bQ z3AtQUg}{iw`zC{D_doR5Jqq^-p_B=6IRIXl%`)32WjBU z82Y}}HnL&u==Ou}39(KR)6aRS$9+c83M#VA4q+wsyu_&AA*PL^@Q#$mN}1s9CdSRI zl@iD00n}!z4<-KarYaAd%D(|##()hvJz!qyD)U))zi&qG256ErZbnQ23WD5TtA4oS ztHwqe8*WwTOR?;bF4F&<7uZG7$S*ZS34h~N_j77bs{5n*6yPH`ktcw3Cbo62Yf z>dO;2&e~`USRq?+UM|3jPdw7PB@~F?HHiS^JAK8{dhDAU^hag&KM*^BkmH}cJ$!T| z3sV;cyFxv5RMe^rG*g8?HehuY6H6%Zv5jvn?%n(0V6U< zCnljVmb}#d9Nj#4Pv{_0vizexRDNMA z#*5pN;d)#0gSqf_E0HT#1ieNlsFl?Ugepk`6 zL73?Qj0hMzuCA*CS@_dq#Sm77&+RnHJFj5H#POR$6iu+QgiMVo1%MLq5>c0R8uZ`sW7LnpZ4Z7m=|b(rhEVOHwFJh3VD~@& zewM3$maQcJoufsmrL`0**Xrz@`GB@HZnL;K)O!BgrKQx|TYbm&#$mIwFS(JaHgEKy zUOjVKs0(PF)*I}(7H)g-WAvtm3uW43@n%F+8S=d`&jwR@{Q$E`+JRu3qPE!S>4g3+ z{n?{Jp@m|Q_}tIWcmA3`N8kc?JuX3-&Eh&5~N z*nF+55k(Da|MHm=c7HDH8I^AV=5xS&lESu?7(Jl?ykcu^rR&%MDwbBaY*~3_N(z!6 zBfmD*y5XK4q$)c7;RA)*j`d{rck%UiZ~gBS2P=(y(3HR^(PBFcGy^W9mPFW%AD5O- zv2dU=usgFDOA|f@`f_}HbxXKhe>fpqqQ#SlfT8m?MIhYVK|g{CY#x%RKM2eF)8U2R~(1t=M>|e`b}HsPmQ`FL+=d|m`Has)Z;q$lI`?_**8R19Kcg1T|AMf zt4A7O`MVPZlY(&=>y}yWA3rBEQI$zoO%!K%h~41d47#M{H%VyI#BzTz$Ki^bzKlVb zkGSN;3fmtId3Eisy67p1+aHD3RCA?hB=T{xGj#@i16X%mxV!yZWiR6oUV5X=nv5y%Q)KscB+j)Fy~`Vv`eGl`tCcWtU{L(dZ7=L_zX@c9pt=9bi2s6) zeRvU$#^$K<0{7G((ynYK;x)+S+SC;7+AIMVEcifp-75fon?pS$HhGUcK}YOXJ{z?j z16JF66)yBO8ZI<@;shRRSp?0Gj;Jf%{)l2rmhZRyXzCpKcy~6qq~+kHiTHT6L+pj9 zVG~ld!g)hYxl{gV=`&5ps3(U;y_cKV%LEpP62k`Bv+uf12f5b`mWP36@HN%L2Uk2J zA@MS0#a;p3QAiR>YRuDp&ZTXWbcCF%^%asCp@k0LL*#i^7?wgiq>F|$N;*-;m~31| z-5bQmlhMc;*&@Az*8NkbE_Q!RI&^~%>X?qtM3>pijTexwxw$fD zmYEPjc2aCmD%!56E&gqekqNg5mei$Kv#@hr% zu>|EGWvrQJBcG;EJYDNkppc6r>0-p6mQ_5p-bGBCAFeLh_R=G}dH#&O#FM?_NA5l| z=9YaDgnaEl7cj7kF{9;a5Mu=?kpQ zT63_b2zn4$>Fp)FfMH)n&FyHsqwej09`RWqEew1ljAFrzgnjH5SWm1DdL?a2;et!p zsX0a&h8r!=%{VRPb{O)Z(XJ1b&qX0BwWZ(&R4>OFw~(*@QBvM1WjAoi{n^Xr3LRvJ z!hyV(A!a3MZ3gr?h85tlxhbgqG28)y%oHp~Av?GOi!vs~lBO42{EU)ydvJzc3dAVK zx&}R5ALa8IS0W@l)aGhf52})Ic9{-qH;b#ko@w?STF>n+f?U+&l3y+K`PDP0X zZOj7W7LtJKawFA;n{Qg`kEUhR@lmfz3^d%R3nu(M+1s=|K^^Y1XQ?v4L1D0#mG~<4 z|Jn^pJ|Q<4Rn9@e;U29zaIhMO~V7L<^+E*|fY83pS>_ARET(AK#CX?}R_l z<=m*>H7ZQYE$N}<=15|v6LtBNZzQi5c*Y$ta(MZA*4?Doxxz=LcdA8SWvENTc2%=I ziZO~9iYEz^6N(_~y(k;+RJf^<&;qif6 z#PPGgmZBfyvFlK>AvjR4fD_7p&ME6rQyGfxLh2iyT&qairLBw&q?}1ZiZ7c41rsIj zl}uPqR2mBu%Y9@n`+egC)E!Gsgdz~bl9?=}-61*}<0ql1JS0H&|d! z3dV@6k$(MQ^TXjzO+m0=YhTL|8n$Ct?YEOo^hjo$?R9Xa#*5ovD6HR=cEBj8>A*~H zF#v;q;O_o3mJvvOK>cERyt7Z_*lt!H>*UN1Hv4(EZG6?et?}if^*|@*)qR={w2S(5rLflEnCFi5~dXiM^;;lBKiny%cF_urk z{nG8kA8p@7pokcp(R7Ko(k7;kgEr5D(>Xj93FiaRq=*Um@EOviq~bpIyB3#{xGk?} zwx^Fo>MTcL)5xWNbYkubjkNNt%1zyaOIHe=mZ#`j801Fg!ZS{q>F^NsS_|k^dklhRIa`Y1inzwxzK=8=?){PbkCy1eEvZreyi5vorI zJX&9$kyI2-nO`7_(MO);7+{1p;zir}i2xElQx(r&LAn$T9Tq0S|?=pRO-( zpKovkkQEOd!~VwjNUv~;ZtGHh4B6VfDMD_)!0)GB3w@G80Sxq;EiV*F0XbK)X|ogE zV1GAOA(S3XP^Q*LIXxWaOx+$5(q@8HtuK*iLKmZM8a3cuN!lm~!k|tx^)ylt(VW^Z z1dqxZ1+y@6&m@M_+Qdi%2Y=qkd86p%R3U@cQNxoIroKonBg)p2rj18LopE|fn0PCR z3O>@ONxnN;vq3P!hhlCj40%};TW!lPqEq6iQ&K7G*hKNdr_S+nhL#Q7L=`#>W1!_r zJh0VVt^1|ALH*5$rsz{hZjRE^hmS#@i18>PGxBrry<&ukZ}sXpe*`MSg`rpRzZx+H z_2qpzLqVveA+UY#*_@36VFCqtO_mh!&5LIwu&^_}qKTEhrnBSZTc8kXCUCYXtE6Ja zA!UZA_ci=0(>Y%Zh&cbp@^uea=^`;qwavOp0= ztGGZp>yj@l)uG%p?%nFp4iloUoD^rERIAV6;*L?&(o`+26h{Vg0|bw_>+_~{H}VzD zC$-9Sq7jX-su7K&W`cxt*W!O=p@7(`;9~1cs&N?zTn{2+6yyA!hg<| zd#u~kGMoY>DPQln4A$r^3vAqTS!pzyW@eYJjFM$wth$h`kGma0L`Epw5f9cauIkX_ z&9RlIZ|Vl+29se?!2FdslY8!CkprcA+6Llp83F#1#GK(AJmt>>b@10k=ZNbOvwfx! zvY?itYVRQN>GKmld*J3^a(_Nq*rS%3!8oi!r{Llf;fb|Q2m4xyIVq9(=VdurN*hPw ztLu$VX$MlThZ~NiD3eWju+V07o|?;J!&e`lFzhycpOjZ7!~jq?f79h^3*o&Tkm-)%2^Sv8tu98vR=KD9B_&)HI^Z&uq#>D z-*OTgVJD-q6e;Iuj3ZwePVvRG*eTep$my2h_A{}VL_}jm=Mg}qWDmF?TFg&%SN)`L zmxca8)cNN~S{Igs)H?|q=Jj@%#)C7w(%4|G*i z5-;H++kN;ewb^e)BtN(p=OlOwKIEV+c81@OzIBqEaKGpyfo zpJDgbv*PR3yXo7)OReit&ekU2mF0Z?v2y;0W+`h6UgeE%sA<6MY@_|2%Um-^_4JHT zU-2AubZy~gb6()KU9GkE>h>SsabGn54RQd2*~Jl$<_o!*<^iAY?lznyg9|sOygYHQ8}*!w^to3&HHUhAFwX zdatt!m9??PdYk-p58G?3+@j9n-8_P^RK}&vpBbu^%e%IN^>bq`_1=yG8Ug#gbv7{v ze3oMc5e+oN#6n78qSxxvH`Z|*@TG?57{q>_uIC5(;@rem1vyrkDwp?Rkp}7El=(F* zQ0UJernARj7^KaVoxv9Rwci~qwQ!fWsXD7 zaggm9#TM4Ql+W2r5$8}W%Ob|t5b2KXS2#a7t8%@-Z#oxKitCyU=|9qtV^oQVDU|zB z_vd*6D@rT^Z3y*W zsa?3BGp9NzC2eA5RmB`Bt&Se0OKzIEOT_B$;$#*$XTO*?KEM!a+FkC;6&c9+(7M$I zqjrOw&;FWx7=4Op942r0Wifnvizh&xaa1mFz3jjU@qD64K0#$LaXvdrRXFk$P<7mV|V} zEAaPXN5-SH!&oVI8E#v-BuTSPX}4@Rq%n1jUrW4=#*T}WWk{)^!tY>!)st0?E4g;Z z0ZB<5h@kap(hG8FPRCe{lLk!t8(%|9L3e`Rh|ax1PsdMy{kZhm;5Z21Q?> zmO|UBEqD$i=8Y~UaNkzv2YGTe)TSu275D$g+*?OwwRY{JNT-CPbSnAKARW>m-QAti zC5<$wbVy2fcS}fjhalbEoQ1ge*6-c#8RLv`e!uZOe=&Gst#!wo^PY2F*Y&z^RkPhu zGNMBKVaEeHQ6`X&xoj_fEm&-f9Bp9lfBGfBhuD7$J9$5AO?Y(-nx{C`ES&qOr89Az z8ZM%}ApFjL2MexRA#~TtnDyrZMPDt|!z|i%MhyLCs)Di|0dfn_QzASYP4`zysCffp zjoIYJsESLXrUKg~@Y;Myuzx8-@O5C(r}v1OU_I~$`HQt3LMZB~SaIuT&zi_M4u^rJ z*NATZ?*|ynrFB9Tua;-!Su63pJ!#^xUJlW}$83M+PIrHizj*niuU8ciDN)n&{<+Vy ze(m$27mWiaDsH}*!YP2<)YO#1IwmbVplUjrOhBuU5ur&_%~6L(J*-*3Tgu~_+1z+0 zDJygqYPL}77>j8p_@7e|s3migYZ4%x6#-a`xsbsjcR!S>>^}n7p%;oLKDR^Y3hs&T zXZNvSa+{;qVw5y)I^r_Y<{JC0H(x22D1XE)Pe8 z*2L3)#2MemVCKo1Vr?k{mo)t48UgjLH};OZl@M8k*Lbhpp$`CI6=p)u*>5c!;HM9c zrWfH?lmpG-TrOE?FGQ40%IrhO$cB|(8KA3=4&V z`#Su7T4+CNNhe(k3vY6Z(N%4lCbHe4D=iHRiB>vHO}o$jbV22ZiDd^oBMpupt@}jd zG@U?3pX;2wSV+xnQlc!SH9h2Q)jleASRU0IY`zx9ZD%X+afn$=c1ZG>7D;%Si*uDM! z6-%{5WU8rHEC^JRlN#6%8EImYr>tfM^vD;9lqfWod+ny{xW(rayqCm}{2KE?Q+%nu zTX+bAY|gb1-48v4q6vpv$-KnDw$4|T*+FdogYOjv7#JVUql*Koa_$GMA`c$r?-(T@ z_<&F1BmC;cm5D)2p&sPE0^spmRBi%THnSUYU^v0YFP0Z`681m1O@J^ojC$; zM*{0YObnG~iqy!*3lk+Y>{?2r7hA6|K%IsKdt@h!__mR+L$Yw491hY45CnpkA223` z0|dLky!d|sHuyj-FofdB*5%@N)^VMJK%J6$gYlZJK^V+wn-2xA=-Cr?T$ z_(pb$@|i*m|Hiiy@M^^*cT9$C8ZT*D#T_3_@PaHeJbmka=jqp&{J7Ay+3@nVAj`FU z?a)otO6>*@nx-eTG>bN)cUw?E9RUlC5xcRaW8nj1BOmkvBk1j3vMfL7fuktdPtajf9TO+zV&)6c`K0N?~74-!#I;nNhH3~7*j?m z=gvK2+d`5noF86h5h-1`LjIC;jIsA%Txc9Y2WgW1;W~g0|I_VB zfX%D4r^$Ie+36)l(7!aeu?)$^cQ$zs3YoALD3UFdi=wKH^%bsqC;5;VBOuI|pVrn4 z2l#)=AVEzwDsgX@(#-r#B)KzjUdHhu(5E~Y7KoI$X1kCQKIm!<}?Aw6s4^EUvcc^RNrA42quvfF^Qv+`JnFs_K z3jfE1{6=#Am}Vpe)W(Rjbn!*Bx^>&;_fh1|OuW*({)Y(%^J@96k@^X+5&z?dfgX}{ zYiVbI;|sXNPw{$q)n7Xk*aNHnUb5c5|EL(RD?hqn^P+1jg7qmutK#*F=V*flUY@mW{0 z0@#qTwvLBJ3Dp{x07`;v%iHwDNqjd=CNRWXEnAY)UggT9iqoKPONOnir>q+X?4zxG9vBfGUNxV8#WMfNh`@F70ibS6ORZ*9T=qf# zOV8Zv8t(B}@PO@<I)D=RcTkx{ba~x9H{w=b@cj7uxWtkw^E0tY|3@B88a_~HtjNR zI0S`qE0sgYF{{hz`%kdlK&2r0G{V&$w!}^m%wl4Cy~mZ&PU-hcU8UUtKn(+g3?gMr_E)jhLFo>?+$ej*xQj76gsVm1ch#`LdJ2%Z$=nPy!POMnC&&+UR zGn~bJ!oM>H@p}xC2)cOiH_%h)*+Z@98dq;ah=zsHmP2~H?%gtud#-$1z~( z09w({mxS|IU*!n_@!%;+Rl=m}?l2*9_)4t~W%v9Fg&@PjhHfDkYYozFM_X0gF*@|I zpwpnX_w42Lu%BYM_;Yz|aAm?LY)LE$s6b6ouL@fA8&j`x(%o0eB-W_|RXvAd{**fY zW$ooa8}=N^Td6zeihrTmbMvush-lxpoW_D-Nqox*74pE0t?BMGOgkJ-sDdl0KL7(M z#+gi5QNO5AP=tj-sI(^g0!8jeTt^)G)n6<1`P@eb@dm64gH+KI1k1`eMzUiJLD^@t zj?e#XhDcn!;qMez7YQFQU5}E-=HFACHuiYB-}R2RbfQD2<#uzoCn1k9@PrwC4GVMG}dcIjSGeJEWBYN%(Lw!opdDEaSl#PA@4nY6h zh77Znl)9Cl^}l=sY(37x-?&9optBi(J!upSKA^k+Npyh5$^7WQ-~gioSfTpP-}TA9>uBwR(B>}v+n|kt=?$ufD5v{@FbH@J z>HJC;)M(M${A{grVFS2}xNnz9v8-|i-%>N?i0idgMZa;3Zbtt48nQ@wkRvqgX&t1h zefA1-+vlnut!ZzjMNBk6CGi|{uD#sU>P__grj|FRx<3As2pdxH2}DZFQ14AJiGnwZ z->c{V*~*6O7UZEp1 zY!(HN9Cw3^J!Ow=}$M2ZX|4J|c1iQh237qaC%xeZUDBgae zJOK{~r-Ld!6()hjT;=w<$GbRQ7l0DrBg#~Rf=00JhrgaAW) z`fpnvfFL_t{g?pQp3``cxo^|P5f*MY-p)*b8l!Vd{po1IbcQn87y-mM&`gQV^s~X{ ze>^1Oe|L6Q3PHE2lz3Ei2)6MpPaf#n9$rH>zjhChBz~Z9-r~D^V91^YfwcGJA28yO z)g1EryWa-_{&I^Z?7s};FPyHDrPghIJFZkAUGWJFiEgSRgM^YnYGl2MjK|`Pa-_YGE-b(=Q_jUaJaG^EV zDZfLbSC=PMS=sVOl%GEv{t3@cweWGn3MCGBN_6QG|^KmvN_xi{F183SAZm6rrPUeYVWG{}ElhHEZ? zdwae&**h+Qx)-b8`3M{Q(_&}*+p2c=6j#GT$mPb3aVtmG@&Y_x}Z0 zUYdklt@4T7myJ+w^EAHkJ+g;rjHG-p|R)d{YJ*S_7f+u zRVMfkcf@D-&t?dBVrpEP8YSehTMoG5swVNxBcsSsXGlv3fHCDd8y&_Xe)Dz275_-A zktpFyYYrTbAwAbrB+p2;A0CqyXb3@dDBXsdg~OFi(y7kVDHnk~QAfKCdEh}8Io;iK zT&o9i8(Q|UNA9U`Z_itUo8|agiS0&BMst$=N=lLd%mS zk|*s;bZS*Vp0Ete!N!%JU4L#Tsk`V^7x&f=KF|it&yc%?*#B__{qDX}pNci|S-PgM zE)$&E0X^RkKZymGBL7a4{M|E#4}aoQNGO*IBtYIxiw^MA^>8DMYD`qTwRF%my2;V9 z0_cR_>NYw}CZO`0%&TiZ$S1E+1(L3ezD@qTuTqW}&n^oRX^WHMGAT3T1|B=tO`QwA zf@sLeaDbn|CR1+o%rRmDVlhdx4o!h7V{*5KWOHkfu24A!7a*#l>+hGG`httg$-!f5 zR`l`R(@v}6`jHeD_WJWoK-T4CM=vIX=4`Jrx>jsHR0MNzR6V1eLZzo}aO_j;Vh{DJ z)Vzlo3ViZ-Qu@ucZbeQYI4VgGQ#kUr5uErWnwNK(wgSBK%henu*rzjVAs^BAT))oZ za&6F#B2ca7Of}ZU4Vo4>q#w7tT=CF15~<|^B&O}F)k;P;$E4UR2=jh*OF_ynumblR zu-M+tpirMpOa#}n`EyiDf~Iy;K6k$;?v=iU`RP&E|FbDmCh(J1$y*oCIV+Sw&K-47 zT!Nf>#G6XxiHS*NKmxFJwJ#6ZTQih{f!o2NfaS1bWb5i`M%=AegDBO-#P*{FMyD%( z7T*56R$@PE1pya>lbG?8DtlCN0vq}kRDCt;Bu4R|w8~20x*}SD)HQ3bMiwTgd6`_{ zr2~cUiPoUcafWOqxtr?_ybf_EXexpWejXp;Rl-66eQTXAFZxOdIwT!yPM2C?3$emAh&>}J~GOERoR zse0kW)NuTd{I(Jm&`{R;e0G^eH)L>N>@+l+(ZS6_M7?D5t9tZL;Kzrr5{hMGaAbcM zbJ=tX?($UARzLntclFHPhbM$;(nmRRrS+cSRVB}MfT@bctG7ghqKLH~qUxH+qDdnB zq(wv*F7rT`OIsv2;QSp_Jk1imbNEqGqq{w&mI!yK{P@fwH_WF8Z$&bLSp39C{s!%- zZ}Wj}@FvkuT3|0h_`jPZz=$55qJ!ur6u^?q;^~>V0W7K0^%Gi7bJeM>3=gaff^S8^ zP8Lm~Sl}hsvmvKGfEWUlE*0i0Ww!-lSs_q&qmkaRJEov~RuWAcD1%6YL&)jkxlLZO{YFLiYHN0P{g(t@}*ib#3I?ST%XGo0kx(a z8Op@~D1f3M4}xvxyO=K^(nwRFb$rN)Fih$i*|iN-T5XEC4OLs37G&xF=hgFETY&=^ zgDJb)8BJl{1L4O%pwp+r*n`btht4)|x9_*0N+X>`Pr<`Hxij4j^v&&}7P3`XUV~m% zfj>OhfG1Ua7!ixg_50(cNM6U#qoh#f>boYnVK-B*q#z?@jz=qT`v8kbhh z$S9iRHa&tnyiR<^KRR}fao-w&UCSB>v=@f14KX@ zg(;~lO!;@oQ8Dv-0%tt_Ko{PP{__qA!t=J|J+4M1Z@r_!kZFCwK`3ND^c^7(yCbpt zjo&*QKW9YpKOMqjQtk%BHxs-akV-J!)xI4EMz*xEQR+JLj|ANqaW2+|@&0h`CMM_Y zUYqD8Jj7WWSCm3Iz&nT2S^D<-;d@TynI@jf6Q9yrBKTtE+|MA{CglD?e>7nzJ83q9 z7iZ;hNsV2H9mqf466{+!C{d09^N_9rlHsHc2_&^}cw?l$sk*>*m+U8|7 z;C=t8T_8Ba2bIS){3zov*i_>NprDEeH7W^DlUafC^dtN}M^Fv4#9;F+@GZ{_v-Fa- zrndHWMRr8a`)idmrTgV!guPv@l(*HF`CBwa1-V;*B9X!=4sQx2wBiZ4qf2MhrqDQ5 zK8Us`{-VJsEAA+rP;p9CeNaU+g_rx)iuMZ}{R|HSJEh6*TN49s_GiA%91$9_k>P3E zS)0t&ZCu%e?l^cGzlgXJc?Ar+Nu^rTLHtoxvT7nDXt6d) zR@r>Ic#ObYp9p%hmdE6{I<_?t-FIVuVf6K7BIt@54bh&b*(eKLJwJN`3Bx6QxW0=! zig;k9I6JKfv9ivlSuyz#IDGK{d$;Xv zJ>cM31inS=zMv~?t?y#xI@hrQ=p-1;oZb3%T1&q#d24BCb;OSwK#0RzImN;#=+VeG zI=fLJEmh-$S3!^z$IepSP&XYiXWLTKI9*H6`QuE!GCoC9V^jEirna=o-O9)ZzJQv? z$+R){^f2WFyz*$Ea@;@uFvC?A!_z2jG>j}``qITX{Oib6)CyAwu3`ty!($?{{d1yw zSXIk~3jif9VXaNOCy+)-8$}q?uDobHi#5>1+09WrmAM9(?Q%+n2d-q#O~=Y(b0XmY zQ}Uz6>oU$=5K>e&o%^R@`HRy7$ezBr)A^PMaTzg=FlJnJR}RP_dGX}1S^!o+2Fj_{ z&pDO%CD@}iqWTr4b)15K159i4aq@m7nM}88JFqLYhf`iXXCgS)b0W7SM9z* za!Yb&nQ{+DtVEQH<{qQkJMd}9K>U^A0H>ZAd&Zk4i^eg83)*6mC3}K$#)0pWhJD3u zlh?f=ZiU_wA44Jh1wcydI8XEBi6AdL0o*A)Q!~$YhXLEAE>8WncUa?tMiPydU3c^& zoSe^LK|Mj8!HE#o@n-iHxw1YIA@A2&8sk?e`@nk+kRoM7@QCN}K>_GGq#602(8ZtN zIxFkNyWok1`s}9qNpgS@>I!aEwV`piQhPN>5C6b;FBZ8@(r*odzA+BU&cdm&I1>A4 zxITRDHCX)g@%{vAg%Qbt{C0cEVt|k8j zc;(jG6r@vlJTeDYm!%EFGPu>F%H)Y5 zkA^uF@>jFjYmiJ5w_8ky7km=$yA;Qd4**aWTh~^Q^}ADmfjjD!z#S02;JK-K9~b6t z246{uHW{B9Qfoq$iQLZRi*VZ5cy#c(V$Bgw(3MhAWBCdcAxWd0-44QzZ^pOfEQZ*P~D5d!09DIUx#_*Xvu$0XJRCY20Y zL1$?atIr4vwI&;5m3Odk)u$W`UloopByjY~&1;%W&tcLKWd@C@D5~1WIAS0$HX(rS?b?QC*{NJ z+)N!XO;xrHF;XrWtPGROz{ja`Iqbm7DKyJU<|Cn$GHyw(C}Wq~m_r z(to5yhmy`o*#WR5K$Zs30Ok(%);FhHc6OgH3!Q*}A+_-_hdI$B+ZeeHj*GN#*PO=4xR^w)=h#_8BKT#H zlRQ8%>d+`o3+y(Tu|+WopzI3Frr*D%Y*UAM~opk;HkDmJ6@P)#!tgtioYctl_J*3+#uwEzV!KpJZ!l_8DM zYmNTG3chPl>)$dxWJOpF#{-<1kk|t$fSNs`a*;+FQh<&*I^Z7hoFzloZCX9gQ2dV<{k@je`j)yn zNk!*D74Vg1{rw5YsQxaJ8d!$V?4=#+^ucfMP#z>A08ke{zP>3?!s4?=1H%{^1G6)%w0y2W$55(FT_&1Q#y zI6)7`lM`@ylsqJ|e=TROB3Bh~MBb}3@_85`d^Su4cM!oGxu)*ZM6?!c?W-yD5or9n zv~m+x)kLCsTX~T`TC0`XY`kH=nn3fxKIpZcL}J2Xh+NZnd^#kOt8LB7h;9ZS>_IXM zpiF3V*xHgw-e>|7N0?JuPcUbq09kKLZFqPChMP|v^C*S(_$+^w27&r&%e)7Q``DHC z!dku6c;Iz6?pbZV!-Cqp6l-`QYL3Qr9;>>v5^+b4~BP0<6D${)@$CmaaVN|l@s z+@TOO*L3}P|5m?v;6N`g{=>Bc3UCJQMXW;U>;!|y<-PnC`_dO7q6@8~tFGQdPfwcY zD$4zGUEH+2oWpf^hsEW|4xScWi)sY4K>I4>?uaw2!rM+~9Y;gZuvvY3v<~C+ByZkt zCd`lkcy?#z-68@wH>pA~#8lg-VDooT?c#%Ici9Hblv}QvAM%<}S+d_p5f2C5jvD)9 z*uX9pw>zeaByGY9uV%X=lOc;S#Ury8Uk`#kEh^xIUuWPs*phTLO&G_oL(O{?cxwZw zoh*6&LRmg2LHr4`kB22QdR9H$mHl~bZ26NEUYdLs>vX%y>wOZ@?hymxB-W>q&yqx? z(t5ud3Cd&33fRcJezDh`bI{D}@5}GNd@VKd!JFieT1cJt3u2FZ`=R{#`PZKXy)i%h zJIr|zJ1MCX=Z)FG?yyL-t(pBOZngpM)OU;tEO0RMnG}A#jhJsJe7}2%Jk3xGgI)-N zVWjGi?(=x|lSBe3b>&lobuzhWCe zR@1@})!R*t|L%BBya$whkt{>XewIjV@tS$SGtqZ=A6frCzXbv!g+jZy32VS4EdpaF zzbXII{Bs){;DL0qv@)N3e2&N**+KtJr{3+NLGy+gy+cdSS0L?e6&Eu z8f%Z~dh5(sdyX8~8crlUX|TAc+NG}~!aSQnpEKu*!S7v$7Bv${bcQxp!`~6^$Kz{0 z0oT{8%GFKg35eYDF*h4dL*!1^SkDU|C_)u|3SG|5(#aLHAkKNM8G0jp)SBBYzn^_n zssEKcz5GnS82mAjO+ne%a*{yN9R2=wE`cF34F)=KbjM!Ti0V1hSv~*khRavfaAqm; zYZEw2hMO-NInShY(VRs1t8yd0!j(Ik0wg}oJWioCQUK^=qDn#YqyK_zq9IgCeH?m0 zyr!lK)nbW!GSVqGZc^8sgkQ`$?HR=_BGS`T;J11PQu!WJK7GDCp>-KY4St`_p2-Y zyCHv=*twADuICyR1UTr9-kKG(7ENXRa2fT>m)--zql?E zT~7&g5T{>N!LfK{Sh`Cw56*L_gQY~)7`NBtd}z^Gnj_%qJxAVMX)#fXO6dg=mr0>hoRvHD_4{3y(2gTpOuy=ropn~?oq3UXMXlD(x~ zGt1^J;v7ZWU{*Juzz1K*3$}0H5})30;Ak8W zFQVy{3l)?_o48QzZP3NxaMC7Cv8VuZH%y1YXs}>KfKu%(GNAM$Kg`i|?+K|Vx-OcO zCnbwOn2=ekx29J1obV#Av=JJqzmNi#{ZJtGvGd#XFi?ZBJPlDo1Y-__X}-QF;j0TOw~OO zbEOaNdqHoMFCg2?O5>?4o+vdaFc?Is&?Ok0!`VMkS-ChucTkE{9%8(6Mnp5l7_RRo z$(3TQ_mK*cjoQ+Vux^>ti0U%V#u5N=6<7oe_+;(8Wj<&;iYZHGnwpZ?K=%<6C!5|6 zof41t3?Oi5;A-IX`CvT1+_Wx_K##v(dc7502IU^+qXu)Jq?lRHr`)T=J4Fsd9lCWj zcGDyOKK$hZ<8#%F5->$q8RC9`476_@doSg=j)jLR*1;1U1Z^9Q3n{AUO~=H-YO)}asghqKhKeXl)VT|J7Pj*+c191xoNYcn@*KLI3A)=2ir zY(=_spaX8Qs;QqbN!EJQ`4wQtT=;Fu$)DxroE0;KJJZ8AtGwFQ5QD8;m@;P@=H+`$ zE-~$2*p-}?s^CbKGNKjN{XQ{E9D^eIZ7rT56sGEif&R3rj}Y8;Zj1W(c<6b^%c?~Q z`?{BMKlYx*Ii6*7gD@SGWDt`*-&0yfvQyhMi7En=f-4yU#A?zlBV(s>ue*GOaAqCl zH$M3qye$tSf9Y7VkuPJkIUIc|Nd7WNd(4Qq=qB9#nNZ#rxa;J^AHlr=-ZYjz8&N9E zBWV6)ClmG(WkNAfEV0-zc(Gq*GN0Q5ORy7w23O7drt0tjNg&^A;RgU@uj-qplIlsU_J zRa^WLLFE)%8MZzJZ^?T~YIE!*eR?IwqsHm9m+W;?5tzPw79c_9wu+&`_%{6gEgU6f zNjHfoYqT4pl5I3;F{(q%K`}PgID1T9Bo$? z?kSs8C>c}wJ4Ykow zMiHzamEo#{N5i$KAv;YUnI(n7jTR!TCbR983cneEL~Zy~a2%!dQ!a@amL`6$kArJj zGrMl~>Q*;`OeKsVNvoD8gYqg{s%Ve@o4LWW+)vSAVv7_6eFW3z>1y31 zSrMF06&&!vv9k&eC1NL9!DVV4>Y(;XhQ^>uMbV<57LQ-m|9{$uya108v=sQ67W3xH zt^>qyO)I@$qzP#k`<6f~G}D7IWGG9AQdDxeo?3oFB|aV|;8k|sgY_AB#fDQQ3Lv8; zPD5M{L}I?2m1bJ6&%SyYEhcU~;?gORNEh9!Tp_7iOpZWP7CHZEfLmHAc88N1m)dL! zyucRSET1Z~*PktwMs9rX*+CiQ!#Mx=Mj?@cN@gXlH`=!kjI)Hy=4FL&vnHi%gK4U{=KuEXZn<)#l-}jX5{z%DTWkqXjMVXJiai5K)>K zK&gka%2v?Be{}nC$>d$^Bg_`gj)GVOHvIhurQ|4RZI&tA>~mj%8P){_Ef?L+xmBW^ zj9dH*6Am|}#okI$7B_bf{=+t@0{TNzlCZLB)feW(!C0Zv`ohy$Y#1kB@Q{~0|Fd!@ zH8zbyb;9X2Do4E zZvb>6K|7Kw-}H_l6@4Y85Q>?V$vz6WoWsSL=P!qB4wR8&!GKfOiu)~yWXKu;PHvQ^y+{V7XIL3|(W6`G5BkB6@s45a!f(l&MH^A`oV?Mh7f38v)3 zn|AJH)gT7v*2$jQk7@heZp| zuYTj->ZVd-psW+Ji--ymm5Szm%=>&AndXi=tb|u$M_4m;SdjO*6Gp)r-xYT=$SXPz z5|4^PN%wEE)HB3arV4hQgi5-Hb1(Ct_F`MF!ZE8TUkWd@m-pC}x5>$Vq}s`cQ7wiG zM!=IAWtE6#9i~2gTA&5L2#%nsDb+i#)ZfJM=GhL0WgiD=mnX8ATV29yV@k<-%Caw` zoE#V8Z}Va%%0IC*MW|q@pe4ROEC`!P;3(h%c*4UpuKf%gmiOF*WuT;+qCB*x*s=`O zA-?%6q@nkTE|F@Z0vWpRr{XNKo{d(Do+SsN7P1~%!&lGs&BbuJIO;E=RBY8?QCE1o zKha)^Z$dK3z4f6C-8V^oBNMP;f_%VAMX3lTPOk`N#w}=OV04{;*I9}}cch_*pC3W6e-V#BIvs&48bD^%z4S*fTn#zvlQcEPIHdUIPi%;E;K9!k zxVfKRPEoVF+ZZ4*JeEOzOA&d&+E88zR;$b6EuaUVg1@DL%Z_Ndg_K9B;q_B~iAX+# zApGn<3jKVLHR#dHlb@bSWsskO*S*2kdr~t9Tni>ZRuo^*##;rDHvN~cJ*GJR%GdpN z6OV8FFK>zbzmjnKztP+Izy3kIu-P70#1vuoO2MyY`QLhO8OFFgVSawXiys1L${9lc z*@ef4_$#lc!~0N9F@gViWGDKGZ~{JELik{}m>-pKP#_+wabQ!(4?~{t*z@@QN#oMJ z>Hgw7mfE8B0k^v_C$6forq1)kf*5zW!l}AAG(*nS&_Z1zxC*$;C*h=BUTxU2*iqoR zf~k}>wmRxW;LkEw5y_dlO?_=7N~KIqsz4o^kl;|GsWcL+e2~xIgWVCuVVef*Hx6GK%AY2!zsi1de(nqHlH%&PJ5!xke#Y_e^g9rj;9%xagh+IhPmqB>|3CkylxLav zxZ|1hP3$VQ_GK`h=3cyUN>8*O^6HRTn;-{#}kBRzb*k5+fx%e>v+ZZE#^ z)?6+(e~54si1%PyxtJL5ZoW!J_FO$|j>R$_*5A$zWY^Bq0W{N<4leCL(Dt3X$y9@Zx~hwF+UL6 zU_k`=^iP=_Y0PI$vNTO*cSg-KV@;3LYFfjO@NMw|+}7DIi-qc^6`U`!jhCk`!RM2g z7h~LZEUh9v)R^0@r2{*&_e@%AV4f`5M}ojgFfWIfKA>$sBVb%{Z&hwOif-7wznW~m z8%h&Avm(D%|K=%wjEA|EausPS3ZRZlTCQZRe-}y=R71ZEs=o zly zb4_N)m0w`!^(|EA+d*#Srq0w=RM)SUJ~GGIytkX1cZHCN<@7n0xj}-%tW5+j`P~r*kv=TtRb|0;gE6H zZA)xArT~6UlPxL-KM{9&371_0Z?V)k;s4VjB4xCO-#(w$|Nw~&# zF6>7$)L8iNU2EeGKo;4iLz9bf{|FrH4eH;E|6v(3@oJ+~-QM3e-=CM<5AsIP-+91r z_G7&!c9zmLhyBDBn8Lsl!^h>nBq&1=KFL@6x*APu-Atc|r;$w}Ne}qjd~@g(^n_qy z7yp@PK^H>3{O!tHeF@K9(ho3{>v!#0?J9N^?LnmU=vKHN*>I2an5vVLh1bG{O#DW> zw`n8Y@o+JF*Il=a+7*g$n{E6c%F$kDM{U+L8y=kqPcb*)Y{^(Kf3QVDo(x-mYF;y_ z`q9ykjkQUgsQ*+Xv)@d%Q+UfEh4=1T`^jET)fl$5-%3}8>UCfjD4u*5E*5)@J9aF? za`1VWuEhd1 z5^)PDxPy%ChOEwK^RF!B8@#tz7_D9oGFOS=-J>jni&IPp0tFd*hV>rVsVi&(yN*nvRg+=U8#^W!j%C8iQaf>YYe{#H1NSueB zI?Cv^j3u2Hu!grIufjTfKk0OCXZB?#&7`+F8ySBG-0KyI4TmB6Dn0gF)W#t1u_tvl{7LI#$M8 zj7H%Eqp>H$VL{4-17U=*N0o25KOAm#Ve9UH!U;>tU}|gpDzZQ>iC|pWigV*k?2yi8 zs8+y_6p}~J+@gxR7M#{v6}58KS2wK3T^HrKD1tD%-86wHG@D@;y>O_rf}}UGYg8xJ zm}@H1ZX;5|+A>kA>yF5@w$>qIoK!g^&mEU2c?Rr!v_IyOX#lIH$7kumf!(?I9oaGr zV4dWRxB_+=CR>ynvW)5bn?{V`G_zL(q?^c3XK~As;&2qZ^!lwtv=w0HT$M`{ib;D7 ze7B+3ia}YfGw=@WRa3j6Gb?OmY;6wKm`)!~zm*%+%T@Db*)e&jhn0*DXpv$)m9X~P z#?UYBpNtu2M>kTNPb09M$jp7^*^owRsv{B4ag+=_M$O9fq2ra5W~6r3FupEr3`5uU z>fQKCp6)>HKoZq%y{p=(kXsi7OI%vjo0UYDBt7AARS16LPaP(Hg5-wqGn;2IBIwkn zboj259^!sx_e+PwZuwcRH;2g9Vc#HHa*6(!X22_y><%^$m%LmQky&{D0>LMF4M8vR zIjJnKr1dmWeOTH`6Z4pouY;zJr-^#r2bo!ovAyE&>VnI;v{H<+>>_8E+NP`az7m#| zQG!TsB)%`C9>=tYsxPyYakgb~FN<lj)&} z3Jaem>!)Rmxvg;V2F(cY&D8pV@o>1UJmOeeIeN;}V1yJ`J!eQi5qc2dzeO97CVwUR z4hhDTqoEVv+r$#HSWQw#1A7Dh=W;l_ei}QoJ4mYYg4KdICWtd|e!NO@Zlosh<7m|= zDs&7i=dtD-`bYCAG7qEoV!^6GRAB6=f4E!3OP_7Ex#fLEN8agTya3C-p^I@V0Y~n( z7K?#%84GRm_bhcqF-^ApN*wO37 zmrc*>33Zbg&H}-Eo1dwaa@OI@v*0=1Nw}qM(9;nZ+-L3qczc{+KY>DeH6zk4^dbbsF5lP_PD_tkw9`Mx>gUDy5jG^qF6_Uukn zv)z8}+x3Oxjo2SQ2HY?8_qm-GFz;iY(%CRBmqJYSx0rjuu3u-?e7G3dUqJ z`awEZTFg>QZEI;PAwuLKFx_PwiC;Kg8G3U@+Q63Y@_Y%A^zTKyWP1$7Fw=Cut$iJG z&(<|(+wRiE_GarErRiqF&90;3rI8#?Shm29lQnm_iwl}kwAST29ygJMe$g;X`?mJ7 z*K=`}!wrtB<~Q>J4SP?C!v`CsdqT(vT=u)fbJw!;g`0FdNwL(*5*4v5yO!fPA?4pX z79^|0(AQB9wkmKUCppcd?8kLW*e)vdfw*-x!edD@qG1tDHf%zPx zoDe3GeFR0RfWc8B;S!t~z=@`dY`q!K$|VQD%Ouw_KQPw39G9 z6^yTI1ETeiaQtQ>!q#~JGk>{DJZn+>e9Eijuop4VpEg+C4;CW06T}zY$UiI2u7ugV ze7hJulDq6o`zmMmP=s$PDx&@SK9f1QS&hQEkeT$m4uO@^6yq8tf-t$+iLf0I1PhPW zwW7HjX%c+31bMD`kA>SwiOA_3J5hQeeO39cr*Yxdl?bU)S5+L%;+z+Md3t75WB37N z_2FqMjxb9@&}_F9mSr8`*x^o?!DaznQm6b(?ZhrK^$U|xw!@yGn4s@7Q#TETVLQd+ z^h8;=a!v0t9E2CNnPe^das-Oa8>8lyVcit2`?D2_Qx>|fN%72Jk?2mpsk;&fRUw28 z-kyQ(rbo4#j;Nb2L>BSxZofv`4`UHrhw)xTw`0k9r@91{|F%TB2C)$Ja*W@h@uw%D z!*`(Y>xH0jkEOo&gd;G8r??tP;#nX#5{2C>+0iub?tO`N_0mKh)W}XVG^rT&$%OJ; zf^EURYMhxOg0IFTm{AbP(5C68)Gbh4vWt^634#&7+EA)}2ds*hbuQedVdBJJue>Wc z?DSJEO-8~SME{lgQdT&@70x@@Y=$TtQ=`I^{2CYp&Z9b!q7jSE6KYdo$wow^qSHz8 zC}{p@)8}0EQH_Q+KbqvyQe4xl8Z+72t}dp=*aJf*s(Y_+kQC^xQh3mK9fc`9=L)K2 zMhH~P5PfF4o%Jk7JVk1Z%MKS3@ceqW)su0}eB9;-y0?el6V5*C3QIC`Oe`BS|0-V2 zRMAQoE$7MAmf@KN{cR~HyaN@Nw$LmcVY!fF<++iYix`jvxLm z6^1Fw*He2D9#fI2Py?pKKa@QWBM1{!36(;B z+oDw3OSfbKp~wMzB0^{sUzGU;_iM}>e#B*jiOi--HR6dF$!-X3%F=y=NJSUgocG^S zC{E7!`Uw@bUsTx^hCk5v7S+)a>hSgWgJS% zq)9U|H7h$Bbg-xSdw$Oq80ydLZe8ikjhQGHi%Mm)6O2IW&{a5VYS)Cig97;zm1)noT%NgeOh=Oz!=tnFck z2dE{_hD&ZmSxH)xIdQb5uy^N8r&})QxUSBkRu!^rH?x@+4c=DuLUk~=?t9RAs6^!Z zvd?y7fvJStnAnKHIbU7+pt~&IpH{3F%nrQLO`;m*+za;Z-Z9aSZ1O8w8D^y_0}0~J zL^5EOnBC044a<2&Pl2xhLx}x7j{~;yg8?kct!%J=a-k@$YQhGsr+(FKq4h3o*YNx7 zMAP2RhMFpRVtv#0gVqBpoR$UH#EBW!6X<4z@z?DcQ4wLohJBUkjvFMS#hEw^r)8tg z>V<_iVx;wK5;)$Ol%px*rkR+Nd~eUN)af9cHdhmb2$!pi-b zi5a>;;Q@0k`d%!=MWut2{U7@*&da5XONj_Y&wlgl^X~jNbuyQRfecQOPASP=Es%V9 zlKVBFfY(-hqik1z5ols~;(_{{mH8{EgfduM5AsVddl)4ty@nw+ZVQ^X+^CW6keGp<}TCFWe{&0m_09aoU0Lato{0JXIrIw7ilnnyZ=$wCX0I# zhy3-{64>@T%nM599F;jycZ~1b<()lGASwbPN-ruRN(&vN3J6H= zy@ZaG&}(Qa0)iBg-bH%oCA2_Ls(_(~79jKyoo}e8T?`J z$MuxQGb#V1k%trfG+dMqR#N;q+)dREQ0W2;bN;4!dym{QgLdH4f`VDSLbH^yef3Nh4- zMTCyhy3+rV61R{V-kpMZWM}WXSijE=YKPo9$G%ojB%+2+-> z21Rtaaqwo|;KQ0n(Wg(##Hb~FTMn^mUVOkWJJxmI9-j1$@Ob~JcJipo%8W&DJkdS6t>;*aLl|}EbCS>Df zD|$2DhM<|8vGW;^5({L3qsvptgBjNQGkV;GQ}ni!ElX}+XRE!)pI%K|vl_B9O%5{P zYtFnNp>C#8j~Q+x{!GV34(YyIW*y^p`T zFYFG5YT8yO+B5rQtSft)L8?fiouMW>a=eorw~vxLQL<%d+A) zE##Md?ADgZD9RK2xXpl)?|Su~7F}|d{JWhr(sI84qC9M00SO4=Hk15^law<6dDro6 z2yxdhBIiBB{$H#2_v1$LN$2+Lvu}il5gnNTh8E9Oo|9--V=7fp<53FWZOd=7vxPgt z8~;Vo<3HjnubBRSJksh;kAKB+qHtl`IQpLt9_$+71w;K0V2d9o&{cLLP%UzF*G ziD<4&QSYtRIi)>KV{u{cu{iH< z;p|(}^hd5=`%T0gN;BO?6G?PeCg)66xQq=?2Bx=4GE1G5v9}|#ggdhubXojq#Y2de zN%LPufzBR+<0VoQK?TDM#+O$Y(nbmQ(H#>V-~@jh`us~BSM46>9^r1h)AxqBY3<>1 zam+y9WaoC|BJuO2E>{e6&$q0_|CeqIc~{wb1L=gPsGpKuCbGI;)62hQbD8|%)^`d8 z{`8Sse!bn8HG$LI#$dXrMS{eypV4^8?dLyn;7><+Dj7#t>g(4i%*Qzc(7M+eOT{`x zMEj`dB`F5!K*BgP!PZsy)I?PS(1DqlwFZfAUM9 z3unl6womrVq4lyf_sC^VR6C?z3Eg6E{qkxNMN{=~zFnU+K9c0^fx*dx2V_MjY4q}D zsn0NxSTb!Ky*5MMq~qr50sHpAdLAP4O~SUEU7mNovJuF=k+FC#qG1A>9BF!@pOE!= zeMEaS`*2yPxEbc+Bj8^$lQHb-ES^jA65FnnH0)YEcONv4Au^H$ma2Cr(@F~L)Yu$#XTO&(@?w`t#hS)?)|{5wtU6j%dBjPFmJE5{hS-|CJ$kAm;G3A5KX-iGm^zXu;pC@H z#8xO?74zLk78~y(QU>FWthKilH_0fTESf}5S$r@g)6^{AIn#AAFExe=s&l?P_e@Mg z*IJ1E=B>!+&e+s;dQI+^n|ZH6bgk{TgJcEa6(#avLRvd^A)MMYk~#Bn2mAByMN%^N zB(zH&$0`PzvyFHxvAmA`#v}4lz!>Ji{b_{FzPq4aKt9`QnzLPS#9^(+eS8t4_9Gv- z+pakt`I`ph0vs?_HU(I<4P;DfHY1bdlvY2V(1zCR)OW*_Woh#jhA%4n3rm`N|RV-^
>EvAgP z_VHFXF#$Lp81|X=hSrFH9LA+Glb?$(V^j=7wEpO?LBPR4u4^36U%h8}HeZJ~QQZF| z5V?(R(|Qc(G6z4gpq72avrPSi^4yiec9GlS_Dg=FKX1Ztd1Y4LCnrA1lRWB-T1W=l z(KSOITZVp*P^*%}JLzywR49*4X&0ZASssh2ubIO}!N4ZaDTa zlTh4}*RO4*VZmtvRPs23-Fkart@|91pF5#T5M`l~6as4N2+rQ)9f7Al8DE~b3 zk^E1X)<+*j-(r3{2vl?Bd)c+#+F{*7`Fv4P42NxVFK+4dubkJ+I7e%=TC6*{)%obq zZs6EY7R>^>=(~CiE-o4jNvR7+9Y64Ncz~V!Ya!3?M2b;JaF`fbe z;NhGd%~2guDX@59wo~G#HjZ4wApb!F)wFeO3>l}Z)B2ROXBYBT+LOCI(0QbTC=BHA zC&QR8tvRjoWxi874Th-p@m0B|T_^*C6KHt~-&uZF<#Ck}Y0mzU*DA-kTXNCsQrcQG zOq}-M5%K7;jXLwQ0-z!VSyA#!Hh^ViqJ5KvBB_o5ax~WN){{M(+-R9iyWSD{1`{t* z(tS~IZ?vhy$nJPk;+^4z4b7l(;spie`89izRTlH4Fov?N!o&P}Yc{63Qi_jB)zZ~6 zP+ZFzTf@$=Tjd1qci}|kP6$jcV9udNbs;@vS%IjMlsLLC(DfS)ym4inUUH`&INy?*-3dR&n<0Y8 ze?sa%y7LQGpE>Q@@5k_GCyR76Iap>$P(;_*7A3uWLG$DOv??8=K&yewJuARNq)YW3 z2(3!F&Yy<~Ny7>EH21%;N6~j`htz` zfZ0E?m1f4?Un8&1(Mz+BVTJC^Jgie@S*Tq*k9^)G1Kl+#YBz4aGqo|>)w;}93E~0H zcAf-tOYC|~XBLeLo_p%bTC7atrTeFS^VzN&9>pXrzq;|% z1Ednuqok!XQnJzr&hUF;+DI?tpp)b*f>ccK5Ny-5E#w^K5JxiW8YL&+LIsjouuNau zt_q$?*8xuUoc_rz&hLBoZ(7+ynWlq!wRMh#Vqx-~LYK?Qf`-qCWoxY9=OO^8GH?^6 zUTL=VC7RhGV>mk*qesVxOv?G?8X4S>4G~<2u*fspv30xJA3M`zxvGgfIj}C*1t>x7 zRlB;H3l*spKbTU9bfpP=NAWSbq^uTcU{qZ#`N^9JM{hsMM~^1T7O#AfJb9@i|+4{naC0*+g2`E>Q^zL#5<(LwfgzpxD(PwVv@jm>z7&rJ`U zi&Xq7WYY=G=<&hMY@i@M7c^KB)H=AE8 z>&{wdr>6Eo7xg{g=3h5xzGV+b=L@NDYKvU!g_iEynuJ`~F%=p?d%LH(Cz{UA^DnW| zh?k=;C`(v$R;!=P+sz{Gsqz|a-IDS8&GcxV%0{0l@w;Wn%vqJ<-oQlCT&C;!HO29vFc$$f_^UsHa@;G4P47`GBRY$V}ywvXsbrr2St?H zU?v2;`|nyPoC@d*)FRZ=%xOvw!3o;7%?Tyyo2`Vfpv-rrf$T!ajn9mK#NHpuaap3$ z7@(@!Odx2g5gc}Sf_;`9g6Vfv<_J93J*jUJNF@hZM3G?QrK&f)MlMXf=i8Br2P_9& zMSE_Ip#49@ONu=YkNPz`=0kewmy#~@*Ctcx58M6`3*l?;e;MnpXim8KX?_8)^aGVJk7aYg|kvTQe+BkEP_1yu4Fn0XcJuBUw zWATL}#5$)?mj4$plJ4UJk;SiE`<5Kxh94i6@RNTFq>=2Kr&{t5U1G~gB%0%NpQazO zW*fKv2q7N^JmQl*%!^k}{Y4WmxY!~ql%BQ`3%|Mk;1{>z;Jas_`oz^e6`hF8o(CLG zndqN^qOZAg78+u1*tyV08A?!c&uzZ;mQu06c#4nvKMAOR2dPb2ohe*y_)3+Nlv*a% zd`LC^IfGa9b~vNjqb?z#&mf~M)#?YI+{24T62w4z(*7nUMF>$Om78hsK`3&#&8dsXWMRY_S-Z1)lHC%MDtVYQ$ zo;OUkWaxN_k`UOYT=D7&-qRVJS(sgJ{1Eza95T8wPn?YpHjO2(#v24v$%}NG3Y6M= z%}Zn5-YRhb0+;jum<}Ia{%?#05~V*d_>6CJ)X99+*2jolyw`e4Oin;B<#YAd zEys2-xhPsaxsDe{%oPd!6x%z#p&HKd27j^gLhKa*C(APi{d^f4B3$pa*4p4sMGE|u z6c`h_zVUOUeQTyMinX_=EWB0a>kI_B9 zK;oCXqQL!BQOS#@rl}VROjEmIhfV!~!t`f5wo6E_%*!@Ww^uR-F>g>eqCkE*Q1lkxy}ByMPe}O)+r_KBeWhr*&ZS4osIjK4Xzg8Z>n^GZ#VR% zp9X&Mzed3Pm+EtU|M!BL0+3U(Iba(dcoxmzFW+V?^crqfsntidiZDIX_jzJN0q#r+ z_JSqDUkcGltLZef546?6SXrc_cFVY3ZN&rUhBTbRa(*DECc%k%rbGwfGe1_BixS(* zOiHGs^x~5mYR3h)PZv>v0@&Q%CG!JC%B6?SRc=QytwC`kP+k?jLxQ|h8~e>g$VQLR z?(bh3;(10h8C9-9)#FK05*kNbUYx+Xhomc`4kRGzy4r}bQk4i6#MAgXZ4z)%;j-r~ z-KaSii}Wv=3J~*m-?a2=>NGiu%Bj~mx`>C#vpaQ}vg*@5?sB|2F+{{ivA!Vt-YEac zPR%cSH?=<@OzT8QmAu>{l&8kLJ{|s*Eslw5@97vfW1PzxSdsRVW`2{-q+QzJ2+-r! zn^F;X-EE)ck`MmV;70+vu$t>SK`$KS1vCiP)!TzL^*xz3SpMaxK#rGIXS|oYw57)t z^2>MR!Fn`DxEomH=7~GWq0&?X-Rf5I$9m8u=mR!A>)oH&6XM|U{*r0lB|^`g%kK(5cLZ4|xL z6H1nmFO|#p1>hb&tDkDw7NM1HcYis!(6kLa;58Nhe>)pp(PGZ<8gf8 z*1r9z7suJ);Rp&3PNSq$@i02N;i|95tP-PL{6jz3DOW^k*p|UWQK#s!=nJecOR&1W z{M?DLKxR=|BQaFGk=SIJ&79yIUgNw(+#PO{55|m4U8Le@b#vBCzO(f^CxHK~okzD@ zEXP+BuD`r!M4r>?)|-paCH)vNR?{wBe-y39G_8o?UZ26tIng4d*QG)4oy^O6RKFVD zn?5`M=Nsyx~m$_lbL_?E=|i-szm1Z4_ta_=+pCejOr zo!C;Q({}pF7O`zN4hz;hEl>Nu$txFqP^@V*rH`x#aw_{4xkqR>W)i(RjO|jX{L@XP zEQlPF>~IKrpmt|3`BX-n=Qszq=k|hP4{2?siQv6`*f<^7EzO}=NVU-NK(W#OcX8X) z8^WTrjY0C#C?^?9j}imO&eaBQ)AFc>_1h#C^ z^f;GQzCyCcGG}g1>{Yt?()1+V@}_l`vny<25DBzKeuD3qmZ;)5#Otb0auHIvur z?6rykw|!^+FExM;;+(i4bxmFCJJB!={S)HK!feyX%Mralor)ziN`f7VJCiX~c^8hK z4OBeR4(Xz(8=}|wZS5dd6g1w~t&vGSWsY;5Asdfm)Ou9`>b6J-y=!{#gLru;TeHBP zV(RrG-%{-uh8LoWHcA77rg?Rs3g?bn#i<*;PNGq+L1}l1Fudv=lXc2yTaRb=RE5Pa zg^>BnJi0oCBG}&0SF-WT9pSeXiC`h}8H)33jiQa-Hk}J=rTT7eB@crrExJH+V6ahj z>0hCHbS*#xO&Wq0s4I0a0pf7==9j5~o}IajWJ_(~_+WC`+`QOpRM2N3vHdw=qfVt2 zyY7tW%sayw<1u)AUUGuqCtmOe0gLkx?YvvHCO7n1{!RE%wOi%|1^a|vD+cX#{II#H z8f#2Gqb9WP`4occQ&d^$GhI{_$?3y40r+dPQWf4vX`_+}sqaP_j@wXzjpl1E)uu?n zQ(BEO@x9&;UJT~{at1Pr0@ZTq_NgPf8>>eRQT9XqVCg&r6kn`OR;1H1-tz$$cAapwBKG1Vvu3> zC!}9Qij9Q56ifNZ0T5V@pRJ)VEd>w6Yoz>7R>-c|=rD?XGGx#}&ABmcVfo-9N-Jd8 zQb=dJlL{gvoBmMXb_P#3;x=-!$CFQ6bOF}3n;*!W`QUf%fubt%J3ps$9|SNg8&*`Z zaQ_o8;vw14M<%cpk(cnaGR3IkzgYK|uCT(oB=@e5(;|44a_Tt~(L%_60MK2cNM0i%#1H zd!4oTol1!xMGNLP?H|rGelD_59rb}Blo;>U`t_$d` zarwc_nDXwYd{Ir)Neghiy^`THN($i!yH%n1FV0N=XVIUHmhqgxkzT6y1#21V zIs_)veK--C2KekZb{H{pDD0%w%wXrJ9OuL>=eIEa&CP10TvNwU1~seyJqzHH*8D-7 zg``BUEi_f=-o=Ypb1+*Jse*V^MCvCPkt)=-v;j(ByD_{_9mP4HR`$Y;W? zVE#ym)Wfm6NH#ix$-DDemX7@6awb&8TwW%rH@WK6rst;(iwy>$RDl8GI(TG2e5}I0X4oXi z{)f#QG%04cTj3Y&e?VBwF)g}NH+9=cU7Ggkb3tBSD_xQl5#5QXQHpN45#78!!dKJk zg}r$JB|MwbNMy+5*5uu^0O%3aW7?(~G)kgQH@k}rtC60JprY_wwm*3|oHSHx3O94x zDRz~RJ^CH_8UR#>2B(w@Bvk#gL;xaqN<_sYI{EcI(EH>Y1IqKi=|2)-(9T~-K8J;k z3z=H02U`Y+UHWnh{m>b-r@$Tt&;GnMFHM^`e(hzzovwvPI^!5ehB&aId$vvaIOnT- zYXjft%ZURj`a&4;e6m$|0#@C`8RZ=Lp9jya7qwP>;yoS0TU)x6-Q8OJ+Tcp}!k(qg zq>R=M{Y(tS7POTZK?T8lWxa3x9G8l8Wa2tQI=Ht7)$3=#=2n~h3gSy|n;k}eeP_h` ztJj0PJRFees>%c3$M7U^8$?|~j7<+Yomts~LSlge08QNFH=jh)8<333Z{7YZDYfKm{E-n5h~%&b1by(Ruuj1$qzDOCzxg?~{*b8;4O0$n4$x}T%Q zzJ=W8Y=;#*T7ZDWYCE}>LituYUv-?){zppmZ+sX=*WJBDoC>s^jScw>Ilnu1M-eE6 z3COr#9Sf-c^{2sAbr*h1SLNTPT#O7-ey!}E5Ll=B6v%zH+TN+!E&b*hddHtF?Jlm* z^cx}UHGH;{XQA^I0zbRtzZk6lwdnN!oTP1HBiKb1wy~4i#M7@7M%9-AbFu4GSe7P| zUmG9nIN9}ID;X^j6pogzCN1mvLQ}>tKxI@d|p0w{1W;1&#F;#P(Z{JQ19Ge~* zw`w;PKsAu=5z@s1b_9s=G(Cc!SCNur2d$e~Leje}ZE&HW^uh{#WSm;~FR-r6;mmS_ z(~kC%0UlD-tMPlkYoqYU$#2Y8DMlvpI0S~dXTsiPDO3PwFl(DZP7fU%z5;W76#fP+ z+Ha&8(c&@|fuI^{nay8^CgB>_+TJ2G_};gsSWLW0&`rTA3Ey5wlTTD3_S%SJxn^B2_vn zX8-gug23tZRddPLp9W?dyUMQS6b8}P-*{^=ENsrb zIp3|Xh@PEhCv{zKH-eroHzuX)3krVMejoySGJ_!Zvi*9#OI9#aDx0_RG-h#N`Qbzw zLvK3y@6&6(?3BY)I-t*E3~XaeV_Fu_wui=|P5j14eULAZejsqq6-OM zmjWl8RO?#SE}A+@pfb6B1(at>VMO5KSK8J+x$LP7MPul2t&;I1LnG7v%4%zc$S(OK z9yMc3^qQUM`@FuYTkGvC)@I1tM7vYjsRf!$mtenYSupj{;9?|sie-=HdPaN za6Dd@&VIfAiNe*yOm5r!;aL=3j$Cck_gPXB@_BOx8T8;wM(AGzOKQV{%dCT1mG7U2)Xo zPpVAz=?sePx(Rh`m*NO?eW&)^ zUcMiB__mOo6v=2j5|^;PsiFc=PhAmwjpSJWp}BIaHkUSUi-X!zMb67*{d-X{YaRlz zTga!Y2nug*d{yTyOCa>@>Y+}VEaa*lv@&`u7ua!MqVq94H25Tbi)DTS=W{Pa#Svmp zY(c`wP`mEptF0p<&XD5cFmmA&qLJ1S+DjOCGrbGp^yq}elPH8i0j5x>Rcm!~BxG~> zjb33{nk_;x?W?{!H{)G$K(66N6Gv$D7;oiX6Ee1lr}GAK+ot?H|Ju_rv#zE91H3>~ z*!0vqsHT)YvHi&}epH+)+)-#*C`^QTZ+C+A+e z=QdJa6!nh7Sh-eggo&;DQUx(n@z8-UU6h9!kzrqe`3MSXCe}X9f-Q^{dP(kE^S8-Y5TUsqrKrGduD7Y=bWx?rv_ITDMO)|Mr+(LJK|)P~ zSXC>h0;5PF=FXzyBU7+}5m!&6H7sSp%XEvRO3hAIjSgj&6Khm?pOp&dD^7vg)uE6x zCwq*>dE1NWyu#2{(9h%cNiEUHN-J>_0hrKaVsj&dE%c#iPVOsr?MYoaCge8|)PB^) znEYpy%vE>j19kUWvNKz%Ho)@CQ2J-MO9lL%d6`Jr{IY%m|7&DUd&X7jZR@zXx(mZHg2X;<52qISAwT2LG>k6Nx`!(No0Cg=CpxZdjDm^0U#`am zgspqPE@b#x7a^1Pnw>0{Y*y`APV($zXy;Vo1Wer&%ghV8Nm5h46cy2=+UMKNA2E=U zRJ1)R*GDm>HM-I`K+^Cu>x|F%l$w^K$}+sq-~fi^h|bm&qnEMO4J7%qR~S`XM&I6AFj!JfQjpKk1?$e~NbYWkZrL{tFrd5ss!lXp#u?=jXGbs&jPWo! z5cvPccghd)YNreC9cpt{h^%c4U5s72W>lh!t`Q_$ImQG8C2{`cqTL@ik}twfFY)mn z%R*nNN6!4{jlZ1nz<=n=X5m#bFqgGddTAou#{g!aizUAP*GZfJpNHO*|A)1lSl_o# zi1t|u=?4aG3T?wNIr45+ITtS%i4QTGOT_TQ*6JiC*yVYhcugitWk;%{-Iy%gEJO>K z{z1TH)5tk0z<+58VEpQARowfm)4FQ=C;e6Bp=7**`&cZa4tDiYo{$Xj{{_!z@c%`d z)K2Mek^47gsUu0!_mfuG3;)~z|Fs=yry-NDMdJ6bu4<0N$H0N7Ko>ARd?dhqq>zHo z`rre|zZK1r|8V&#ZsI=T^PIyna5Ex&a`W~cVV4Y?fB?_XKK+Nc{ek7oUy9<$7`8WX z>KxRI+c`Ni+G@Jo**5LVGd=HwvXi0RyHN9VD>ELbX)1uEWK*2L6D*WHX3E_b@_f|2 zpIJ|Y2PtG4c+oAt)xZwqsb8!0MhCd8txgIpp0|!(?hVSLsnlKt9W6OvOJjpgJsNi7 zm)-h-67@!tKEt4G$@;SpJ3Np5umamrxml2^*D&_i!oI zmhW){ZG>JlV-rg=AE_n~es*!zi8~V4nDJejM7D)VxXc|IIe$Bv@j9KRB8y2a63!zW zh!+x!Y?A}Shmcu!Kp2prV6^5d*Eidy@RPH+tftE?Z?Y)Tjm0uQM&G@V-Gi0h?x*3! zi>=~J3}{9`%l+*yD7Q4txIgcmE0>9?bvvL+RWJ6cr4cr(NrsPfIRtBP`9|9k^=D`7 z_!O;BC;|D2Gb_L zcP^a+X#o$J;KJ zSFr&7AMK{i{=fG1$eena^y(Ol1D25G3=C6j<;6y1p|>S8Q7wAWfk$59m+>erMrhh5 z6#&gwCJ4i3vI65ZQ;IGv>}>80E_Wh&I5NP|p zdb%9h_NiR_bRc8lOI8p%uZ?KYl3}!;CXXhqvtRs~(N}VmgEuFkS2o<=W57VsdcIbF zzk5n2dylYR@|0B?`z0)fqle0WA*A=>eu9A(?s_wa(k)QuDvN09$-usn zH>{c|KXCtJvlnj5ls&L{suynHU^c^dn7~fp#xpi^`-dfKL~wE<@6L*n}ud&9vdH`xFo_ zjuK@QK1Sd#+4GpQ@L#DULn4AN+_Xy1#?amuQ#e%6!iO#{;GK@`mg1WsE894&N0Kc* z)IHsF&VK0gtb2J`V*dIjLYrhQ&#i+sFK;jfygPpCcVDI^sl|omWPI9fQ;1Qa{KmFJ zM0cl_z4zALHuvEWv~siW@fNMp%x>~sIiT;MHw&eB(CK-MiSNZ^FF?!>XGUG*>Sn%} z*W31P%404kDJx)i$pKiuH(uc?a=C$ZC>YD6zB}s7gRi#}-Fw0?Q1IeX#d~UhklUdj zet&X*aqb37>R6Oy9-(?qnoq!?ut(F`B2nmQMo{nRP>Hzj+7kiLhiZq=j_WL;sZe_DOn%4(h2Hw`{wPKudl z!}-6P`E@#zFX&S)Cc62dAAOPCRpvj3{{a$yIPWkXCO3Yg5}ef*Keajqn69eUJ!itLzo04 z^Cr$KSqR+ilnn??=W#mj4y=7 z561R|%0CeHkJ~bV3QwlRXBx1 z!`lO2hH+DYN&U2v){JmvJE*EN0&rF^#{dmtPY7$>hUK;yV=)BVTy)=Pjb{$$*q`4! zmz(CB+8bpp;ygl$7;cNhH#~0rXwJctRNf#GI`#ePf)YmlvP8 zIDVZIDaYr5t-oszq=rwi@?d*|*wF4SX*kn)2epe8R@CTZpFD0m<)-^z7-NPL{Pvc&f{nGDvv2+n)~wY*FMiUS^rCQ(+3vC z5mYx7KhWUrTz-=|oSwmdjR!Xrand=~XhI)E0|~6#AiTrUE8C9_l9jiapkj`vO;+soqWC3@ zjY@rfOc>BF5#N&RyKzhx-nCA~Hs*4sP5GW}yT)o+I5Ixm1zbn@b+Nt4H ztjc+T`)I`IlixzarBu`a=#euCitC_sn3+4MbDB;o(hKRO>Q|cEXJUjW{3z6Fah>YP z5a5xJI;Z)t&!nzU@@{VRRiesyJJ-SLuQSyEMUI`Ggwy?r6INm{*uiX#uXgIOO=p;_ zQHxS%9X@S}q`HW!+0gf`93)6gX7}G(LDBjt-^9?|-e3i7O|Km+_hQAbDTH+o; zFMZ0T_TeG?o{o3stJ%P%qU?`E)5qnT^!EM+>r8M%(W)%}4>ZNAlS{y)x==(LaZIx) zQ+>e%{AONeI6{+#WF;vIr(uVKVq1EU~SJVo+@QUK#q=*AXWge*?_z{O!i{P0G9?hU!_ZwFnR>_%X$%8SgC zb3#yvk~~19ZzL(Y*cnP4e~n)JwOD!6*%^{ONfI|8LpI}{ebMvhdov3|hCsy`jZvU2 zHoMX9tbykcyzqP%zB(Tqav{FbT_}3Q6`8)l4-3AecDYG3F8A7M|M8+*018F z)xu}0(ZUQ3Kz_fuy>st)CT+$d%&REES;h$)`p6*&QPZPYXT#;_ArB&8;9=~6(MbRl z0Wc11!Np#rZB?|qZQ=O+(w?lrAJM&J9l9BSLf3VV^TEC5;r5plN%-m$?g9Fj zIXrn88GFI-K?cOwrA&s}y_Pk{<7vx&`0-vZaR0=UVVQW!MAx^@$&fN~=nc`v_BdVO z_9Swpy!mX8eTjIv7O@*cI!V$8V)EBqcAks&UQ5kFqr*i#4ibB)BH`eY8HOk$ODEt- zb(7VB7Y`QSg~AvncIJ4wb9y@~;7LikvvRprF`tu>m?fSqDE5@y>qYgPsKm#Px*7H? z_MiyaKq;FuhEIT&y^pBPtx0|1_j5C+@0*X-nZjQbC>IgG_rF&0^$K+G^8w4cK=yc9 z-Itl8XGvL?@#6z*XlEh_nj5vE9!!q6NP;{PmFQ{(WK`3ZlIiR}o{M+`9C9?WD`keE$npWD)Y%d0cRUCTT4)@jKVoIrI;v)BP9jW%&qr3<`ZNj|FTY#au)!V-c3C!rZ?jrBACS0>#o>=c^ELGIxXh<3L z4Kyh_EYwu_5J4>wAaVuvu{{24$T5?;I_6W-*PGMEUZu#(wwNGAC zhS($v<;#pq{Mo!%#k^bZEq8MnMcuQ0hC-9gpGypu&Cu#!L`H?87BeOBXJYqLyy&>u z9Ns$Z2A(=R+}LjACN3ZDvLrE6SW!p`iP^odq+qD?-^-%bog>;9>(Y!cvk#d$nSz27kX%P zkj1(ALNfeooz9ciJ}SMSqq09m=d!y1W454Z6YPcu<$KZAFP*mneDMPJ!ejH42V zLv2S(Vi_WW_AX99KU$pN9W^89Y0r`Jml-YRGBM)5OWkc`lC^Wak>^^^xmKFqG|!_Se%h_9H6-8r>W=}_AF;les_$n>3B1tmyD$N-2Xgda~=M< zg+zlhuPto5<#aUc&n>r!RNw$w7Wa``P==IUn^Ws@F)wU>B&%hCbesK9LOh_Y{LyWY z*yk1{wp{VqnS0rHi^k^_J;SA_*u6C@VxaDCn~{FDqO#j?_M_} zsJ)J@Kd!C12VbQpF^OeKjaS_lEE>-m}-GPbd>d9BH7 zEdZYrKI-xVTqJ&?ns26xU|EsW-)d%w**(ECl)9UF#XmgWdt?F0FhBv-s zR!X1W?mqL7s#qNzZit+({UYCgN?bnH)o??3zQeAh{}w+SMzQi?b< zq|GTJF#a&=kC1ZlAl&?PU7j%Z4CT~vIzOiYa130UOi-H%^2S+Wof|QSM_rQ9oZD=H z^yp(e_QRC0ktuqaC@SINdxosmU5O9x#iGHu5LTv!m9mqtBj-l!Au*HB>P`=_J3L#c z(aXbUck4uc7Qg2Y@gUG8D?pNcL8B!Cbs_cXq@#IGXeDIyYf9NXk9pE4IgV6 z5>PNV+0hGzw-BCxY&=<7S@`OcmWa!VH~9-mSqJvFV50ppscoK=KDFCPbBbfHy>Z$D zEnxhMzx7%u^)76o{WrS-zQxQOd12cP>X-EADs|1Lco0XtiI=O%<*&Cg?=Q9EmVUr{ zn@ZyAMw!6_+aD(AdM}T)Y%o&?gt74qH{@!Ifi6eQIOR(;cwu*D&$0a%VLINYr`tgs z9OD(4$Dz5#~!Z_D+3)Xb&&z6?JB|J9r@GI{c1?$*!i z1ZBhkU|cQATV>ddd!M{dF|fnx=zps zDQ?>)Ql4y~B_Qa!T0LCx|GZks$&?JP|5|&Cmdlz!AnCQAeOE)-zsNEB)&KuHSdx6j z5BfV;VR7|+@Pj`i{^z0ptqk_Br2fy4=^uBG-Kp^qr7_b0EWSepF1UI#uZ?(xG{LT=@t%cfmEyKYQ+}gAW+=qxS<-mx%d#k~>fi?9;UQ@^)_~rw zX;-T3&-*`&@!0>&ZxVJl;!`rr^lHpd_Z^UacN~Z$$F(XN7yp_4@Wki$l#f=B{ng-t zlD5NE$PE6tT|q=sQlY?S4WrCoA5IlR6W~>6#rh2(oZ`D?%5u0n--(5dH3+AW3ln-d z+DdMfF|O*=1^Y`C4yY;?y8Ft$4e>JCOu)bF}7a{J_)h|xwpG( ze~&nB&AA~>*_n)29CWUFC{OkX3r=3*{>a{-AeoVY|NPQ9k4G8@O;_fvUXVvTel5p!QeB`^aM2FZ*&Q_nmTe%Go*jdSy29*M>wYo85c6bS8;(n?d= zCg{qFpxLTS&qp@$wMueK%u*m)D#qDHWuwaLevpcXpBL^ES$VtjxZkARdS3|Nu!|aN zc3FE@4`u^$4Ng%le2Cb)t1Nd7{7#`+cirz*Ws^WjikD+pEtb(++EbVI@gpyAcF&Q# zvqb^9Up8g`+cmu~Nn?mkgPS;D_cyoVQmF_>9-~e;I%H7iM?;(E?hF4ZOseTPb_h}p zu33N{EP#EKI4j&-Ac(cLaM=f6?gaHr^%y}MWR}`8GINWSp}HqVV5+WyvcqNFb^oWo zox6$46)YPw>%XqA*{9=cIp$uIigY{;($+C=_$u-MmK9CX)SHrucm$=<+SV;29etGP zQ0Sc^K2~E;$LZw)@gBSLAIsCqDt&68C6Q9p-?c>Hb@7KaWWjd8wW*MKI*F9bo#o{F z9Yy809v(%3p=AOEg|bNi%;1xF&P3R3Kw#7~O*BwkTZIj=Q70I*$L0E-hNd+0N7%bn z6HEWKA!3x22Qq?l%xL&(97i1{DL3=7p z_^6lukKRjfU`dZhL5-x~>wdQu#L0o%ljgVcT{)-I$-ArXvhJKnH@HpDs)jVQ;7a*9 z@_yOqYo6N=VT}uwj#90XHB|J9I-km!!41k4IL`fk0Y%mty3TW^ryU+#o<{`A!$pN zHFI~{%sqV1pcZG$<)Qzz&;r4Fd{U$xG!r#dOQ=Hi2^T-*0HR<|j^(jncK6|-MO7XS zdA*)zX?k61`h$kcD7Z{4bLfzrtmES~GUedXd?=z}H&2w~g7;m_*swz{%HR++8g1_k zN?tg3I#lgXCmdD%u^xEDhDrV{o3?i@*Oy7WAk2K9Y;w=@#b$p-i|$di#%c(aXvDL-j84QFg9uaOXsKz+S8vsLw!nxX9M!HWv3xNM)Y4&mNo-WK4x zWEXo-yGV5(OP0oA*1%h}H>#3j^>)0m8^cO z*O58+uar(iwjgh{`qrIHRIn13(m7--MHJpaNaGP|!SZ}0d)4bCG0)p?*H%T9o})Ya zw!m&lN`z~nY;TD}s2_`RNO1OTOX;77L$bbmEQ)JYCAYYhoGQaXppxNjcy~JUTp)r{=;GbGPnIL{y(2xp*(oiuA69bd?8Q3XW+v zsd#vh^)+5Bht;_7o!}+Lkx{?9RVaiC=UEEJ;FK8rqpAfLzRTFULU|o(ge$e-@ymo> z`MR#S0v8wMGG{U~xEth1N}@3sFK8*)sBD+=;B%RHx;yh#?BTJH7>?W+d8WyI{+c`PxR%KB;NHt4UWr+ux z933R&RkHu(1Pr_oS@Za!lJc6jD+O_u!kX@+b?5dkw=eyPpXr!brBoe$qYYx}ohsWF zSM(Y0$E6j%ejuCu+I7X~6%XiFrCAW0P3LE<+CItQ%f;zk017b%tX^1H)G`?Clr<(9 zAD<>@)cf7?Fv#Kiov~nVqoN-n^t2UeWL29h={me%Kv$ukc`P+m#(Pr7jEtx8Q}YT< zKQR?-3}R#FJ}-Z&M(aL)B+ksn)nD28F{D?z%~9b4=}2tZScWGEV(FOOXZh~U{n!oL zK}R(Qvuo|b?1aB^J9V3yRa>Yg71iV`(rM&p^LiWU#7`NOI}bk#Fut>D>#c+8%Hg4z zd04w>>08<8Nb2Az1^JltWp~Uz^0h_4M-?-Hq0hM7Imq6R7y993ql#rr2xv^rv`MLh z(eos3gVk#*lT?;yU>_|&mBGM7%JoqEzunci0{c%>o`7HfR6MaD7Zrb}a+I1->cw7N*>S=z)Gr@5ml@S5IvnSjXbr7RAZp9PwIh`O5c$IaYxocVDR5oc zTmdJHF4Lk=J%lCG2~5f6-TwNPJz&=~7Xfw!pkNYnMMJ7(mIl`$3&f@dR~`?p(I3z% zpY@wcdV8&7q>Z(+fr*ul;mDe0rzHPi(oaQW)oe**D%8qfJixf7+w{=-05&Ts;u4XA z$)(N1dN7qdytufEfCb|_GL1{t=h!CYEqVa@tz@rl>`i~-pj@Og8*idC8eAfvJxcbS zXRV4Z@R5YnIlH|5md4_P4gIyE1*fs#T;AxabVV-iiLn^WU^rct3xx7-S?>-^;^tQR zj^onP+aS*!C5MAlx2|G#sdKFyaW5qp)z(!*%kIff$>#wsWTKi0`kVAy=CSyG9JQdz zDIIeptyzo8+rbwV+Jbd_55EUu*2X5=1Wf1E=;^;So#OOt^4%KVUyWwMx(wN3384PqY6e}YVtCrohmQU*Z(pCw_*?*mr1!ehx%izVGpOhR zg_@jVNT;2K+*WTmi(_K8NsAT>@6U$yWIp3nB#yFke5f96d)FwJgV|d<_7UAFBad0V zD#-Y)zxg{Bx`Z7*~0yTxC%wgj0?e_$^?Y|%TZPz=MN`qGHc>Z%w^`izYW9v;u9)a;bZ(Kj`d*6qd2(ti!F-qSSw>IvvYKgy(HuQP ziv$#xUG*>3tlGsHt$HjY=7L%)5DfG6Ne7IF7b8=rR+gjoC^qebc!SC6hmS(J&B}#f z0TX}rM2;mQF%M}SK3Uskm)|8(!`zW(oUjbHB> zYz7ehS*SXhkpDnhtfeb90y-3b)j;t{QXH>=4CV2slbIh1&V+W3vdIbNKF(%fj(8cf zFH*s)s{vb*L*WaAa!y&GHR;@pW~@t1uZ|aXue*s&Nawr%G6nKfKMM~kCcXF`Vtqi} z=_~qp@`a!2(^FSthr)}Q6~6RdOtkfc8)|Rz_{K^)(Xge55uj{?xqF8*u&|d5%!8&o zd-D#w$PP`9#b-^-2R)~rVWdDFi>1v*Y;nbS19iqxhqw`}*a<~Fmh~zpGgU{~TLXO~ zbgz?~=C?DQo_O4E8r9+hS`;6GyQPJZV~%ZyOT@6LuIjdY+>y@!umXd?&9P{za=_y;Fq^+NC{mkITcUT*0;GR&QtL=M zoU9Od0RQ$uTey2QG&?z6MMC>QOOqTkXD@zr5hKr;?y>s)pcP(4UNv1XZVL=?>y)bmeMrC-eI-+` z<)=D+vWbw_1+DI6ytsusSpqTlPaom0!swLSBxOgTP$M`e?U*u7`(gfuvO+$XoJf8j zI#y#pjllDZ;dQ9Icw|IR=A+*tO=dm1=&YRTqG4`F4wAH$pjc0RgsfV1in)cW>PrLQ z=tb$d^K9(2JK6{EfCzAKyH@7ss2S+<3XJrnPYiUe8*grag)56Oh=_;D)$iI)@_g)}pZ2Vm7&KIs=Hw+6+W zF3E|Rc;>x!m^5{BhOD`XL4^FfeK~f1a3q^q@7qiDO0(Dc6g@3uw^E%bt8M$i1sR&W z#8aw8vKb!)WlHC#y#)v#wqQp2c`n>xu)?u{I&Q{~xm{=81XH5s8@JGksBa3tmr2<- zn2BR}-+F#1d>wPx>(Vjv?gc#r{lfi?`{X7gF9TG{Gkb6|Wz<1RcJyU=VUiJ#Hu7*h z@Ao5BgQ?29RWy~tW)g6fq1>`bu2XNJs5s#}rb(?J(vSW&BTf|>r(kPnqHIXE+cc=k zr8a#r(}XpR#1Fi;JS3rdq3_Ls-%G5mY%t1ZUIAjpe#y@lD9niDZ=f|dPsnotQ-mZG ziZwnuor!zzUby*WUmokfSRlmM6rXo#2kN|)W?h75itPW;yj>r+{oMJZ zWaWu}*i;2PedEnTPAd3u*x zHkb!DcmG-LOH(EY)>EqI0D?C!@r}LVmJGWqn+0v?Q+SQTUCm8L3{Nc`B>weu<5&*vYNZwzf*h*coi!7PiXq!s#D$8wHq`-7TPe1#Ge_NZ!m z>%QlPx99fwuKt_L`5`GwkK^KnHt}|Th^skeC%>F=tD_Y)?-b~w4@-3Sc(yx;^Ow6v z@}oTpQFer}#TfC-XSuD*)A{=|=gs?D1$}}=Sbw7IUo&v_q+Fe(Tp>j-)9a|BF0Pd2 zg%1vjJ%u0Ny~3kj@}2~kzX;{}QDsZXu9iT91OYgsiRrbjId<9fw^9=HA|@_eniKQb z_|M?B<~7h|^GbWH4n>__;u_zQr4=4cO(8O5qO}qnCbuk^5QjOnwa!YZcXZ;c)??-7 zS=+Axl#JlL&JgJi#N%CzChdw3nezR%ZB$|DcNA5-}I@-bk^FdRqb(0T|x ziU?)ldM$Kiy}~v|0IGb+Kw`EZ3YD3EXqiRA{&0`+-P8E}st>STao)Q@cESfgf+S^N z3*(=r?G5z5X^^W4zGyZn5^ZnTNmr4-t7#y7Vt^nW4pNtgrzcwc)kwI^m>`T%Jq{|AA!_1$_nfo$;Y(sHtCLOR-+j+ z{j4#BfgnYM@9#)GH_l!iK_S}{B!{f*R!2&$%4gon$yRZmo&LzG0LY^9!uzn#YWw^9 zIF?s*bTA@ABp?Z+hrh6$HlRA>Z$`wmH1I02CFE5{~et@oAYCs0n& z9EPQO5)hSZnvQKLCCOJ;2~~1`-0lCuF$~})&LilPo%GLL2@qB+*nrvc1C?9^YYU(0 zZqp7cN(VaWyAijfKm3V%D-v(_cLTe>O~ZU3tq0?v>SC*Wi?2pKl0{jan}dpVP+iZU zi?kG6_l?94*0t6=G;ByS)|$)n$)19&y>f&)w7Y##yaF!^lGVo{#fcl;KBd3s*C!W} zLFvyN10e^whA$(NV31bF7&$z=W$r(eC!AF`WNyu;GxmuOQYTWOgB0x6-T5jTMRvqQ ztR^+m?S$A>%e7m1i>c%4XqP@2&&%rFVQS~;gP<_`8BPJ84y>4zKJHF6PC&8i(f7ZKLQT!-jCC1c;ac^#K%e?cQTSK^5~MOI2wV%QS#Al;Cgx`Sz7QwJd*U$1xoLH z$mXl!`zT_hqH5=-{m5s@)?=bV9xKJb&Pr+(O~ASLo1XP{uuHoz-KWRTgb2M$vQX?? z%)&~bnYaP_=j`*^AsaCv->0sgxAe$l0WGUQYbvwv51SQ`SVF%$?{4^}^N3VUgV7hB21Kf>Tm&{s&g&#Z;nEycV| z@sY0HEG*|#LJ9^kX9oERpRa{PELKbgZ&&haSUsoDhB}kUgqGMz$a32X{i0|+1-qUb z4scF7f%r1D0Y&0Y8$OwWK`4e(2<-~R3bJ{BQ8oUWdE-xoCzX-3^V(r>C~tzaO1UT? zJlIH%Kt>otr)S6W-gnF74U^w}S~2hG(r;(rAKO?5`dU|I*N%|H_T( z{u;*wgGpn_e$DM0m7whIuo329fH??Ig+bEKpUavbd*-}U6)bpRrH(nn_kB0>)p;tH zQVL)8j-<&_wM=n%65$%v)*wpocf3jv|32*j)4u(%M-!LF9*4S+{`=v#*`VI-JoJs4 z$>4BP=g3Ebw&xUuyb-nGrNKqRHLZz+q3xM{osuk6DFYTzT>-%Kf>4Bknabj*7GD>d zNlnZjV7FrS9i+y)f=2uIDIDt6xGs+zW5nPW+iHx970*{4y2hzHUvQbiZr`H+@+WW2 z^(jNPghLl`C(Ugu0q2WNgYJ*KAF+V$qyhom4Tj7Ik~+Mzf6x+j+6E&)>*aI*)<=n6 zaO_J$)Hw>AGpu-C;d!1W)lZA>y>O8X@765d_Lrbwg=s_`I56GJJ?O_^4?5i7P*VP>6#Q;+-J%bKk|L6YWNRL+L-#B359BE_*P)caXk>`zbb z+LsF6yQ2rc0u`Jy;nH2!=~oWBH4{wwU}sUZs4~3m8hnSVzt8YM6y+(9N*46AkDv_J zksFfpoRLE@s#SG91<%p7T|3kIQguF$MuOInzzj7%8+>X9v2_lZS1Fi;IpRoK{Gdez z-oH|?Nj13CJ2RBxT9 zf!@B08r=8~+Y7v4Jdi$zLwEskfFDS21Ee9{`_YU!RjJ=&&%R^;jewc#2dLneLG& z8d~`Z#+(YkA@mn2_ywF2;fAlb(bz6mAx0je_&3&i9B{UXUkx-nCOa?2Y27{fLU9lD zS^#66cQn?MXx0S}4NjWOBcxNp_@^WH|0LlnfI|3TQ}Ade%>ARz^!JA2W!HX$>l>ZK z#B9&4Fb~xB9cLTyWRL9%h{x}s-Df95v*$rpwf0+}j(noSqx+!C7|$zb=d^Rs)#Xs5 z)A3adNyp{yve{jr5?0$8(|V+1=Ary)BX#}7&~iaGwbO<-y=N>s+CPtvyG{VF_VI4| z7C&T5c~}1^x%Oz+S z{T>#M>#3)t@i+;xZm`f z7G>IKpNC)nxeS_s7UCER8qhXMe&%G#^CV#KNjqNNXw#5ET&(oOR1GGKqBXy4BsByrey`V6i2mM z61Q02cA_WwbpZUInYRLqgt(QG_^xouWE-AXTKd-~u3se;HYBi;Hk5CA^a@2)X})$x z%!?1sik?sE!5n z@SY2O$)mR%YXeD&m7zKmL*Ipjy71QpL2L~{EqFhOJ?n`!UV=hB zcPPSmdFL)b{cq@;o#P63@0`CyM=SV?W%mQ6$5VAlWo(^QSZS}w`L_^ zq1F!YoS^R++=)Ax|FUn@K@yds)p1n`fO782p+CzzSlbeL5fHrX#lN$Hr2{o=NcG6n zwmN~qrxY7rZRNw0=8yLSgq_`_-I1qRZekXmFB=&^-{6ZQ1x$CZ1iCNj}xf(1n2xi;^;7sG+33t-Rv$xBMSh|_a)$KvwxOZo5% ztX_OK0;X_t2M+wnFK*2%?w(@wppu=ntM;?YF94wMzR!#<&A6!RBN#4vh%OO_Xi}%+_Nw~h1H~L4dcM>_6fzU zh4FhM$d%TRlP~*Bck9;FR!LsGW>DVVpQo<+7`)-(Db_`}uwj12d8bx=WC3T&-D-j= zb{O%}{^hsBb2`uy`YhIt{2&+|x8{-4=C&+B?#|xco%GPK22YXUST@_esj5UtOq53Y z)c&j9`GQfhkyH8E|^7ICcDyM3TbJj0P@QCDWqUeO@{Z2uYVk56NwI!zZeE{9l#cosWB9h%<`H z=?PuT^=KPT8Qs6?QgcKa^*22BT&doKNxXwJQkuUdxj0I>pPjJ9@a@p;a4>7C?v4DF z3Ws>;d655=5%P%SI7zlgGmCXakPy~>;pR2mp<+jtKcefdM&|F_8Oo%m4{}|iM^u=8 zhxRic+p@lHL2OV7B@gV-IVfRGYCkYIcfXCMPWY$efSzpGFo$W|cCOz>p?>~r{a!;j z^g`s$W94(_OLvR3gCmmlF21#L0?}YJG;@Hj`#;%BB^o}vc|B<45nRF<}+Ah&o$KKNA{)>?VKp0+bVi(d_i?fN;s_L67SXNDxv8Mr;7go*1Jk^AS zETHXujPvKfTE_Y3DRm$C7YGSs{Lg>VpXk;ceb!fhWN;oL4EzT3UxJ2Zz-EzrRXwGA zlvN}zc^C$ZelXGaN({O0B!8$M17ctqKMnR zFqlg3`~vWUm|V}k^O4^337ZuhNpF4rB`Pcc;{xxFnwjc>b( zh7nZlA82CoTwQPHi}r+|IB?PT%wdE?4VSS%_rNd3?xdTD^Gyg zLqkhc{fmS+dv_Mk(0M#P#ophG^4>gR$N;H-E9O3-ya&7qP!bT(M;m+g2ZIBZDDYk5 zuP*QS2!Nhwo}S~OuYMraQEc3O)ymOwgq>l7di@^#XuAS&#g&$@7!h(<$WstQ#c^XI(A%L`u_&{RJI@D=}JakYQg z&K&8#7~%Ds{=ZBN`iIW{MZ*6>75d*wYPv>5#UT%b@jc%)>_!)N3<78?z)k4g@hklK zeSiXSUdz^6H8e3k7C)2WokiGVe!hqY*(=NXW@;JTgvVTx-P5!lG;GJujC$ zFT<{m!**R14zGY{|Hydb<$?9{b6&T^`$oXnUh@gZ_9we;^6%bZQuwtz9D3$|p-SjI zW!dC%&#^)F{Uesy4fud(0(n6q8>1$6Cp8MMNiD&v9zV)-CI+6Jw1lJN>ln5AO$@IP7*#|bZeTM>A!1Pk#5Z& z06o`j^z);xyS#k&Z$I}v{t&MA#+_=M?gqulf|-q7dAKH+AZFO z3R<_lPZn|-z4VMr#`c{wv~J0Zu{UzMd6#uAAJHer#~HyZhlK@~wJGhc>65M1WmFOD zJlU&=q0qbgE>K(MLiH~GFbP?RArA6d(B7fmmj(3=E^Pb|yR7u#U~SR(&t>8_xBOQq`+_xsmFldf@xbfcvh zN~Y;55SN-gTD-wdkW?<1Uquyf!t>h{uHw^qrzlPC+tVKmkb9PnTrMulJ(xyiatfO= z1N&dwg5FEM!gatO);o$R+i*>_6((V!%p8_Vi0QRWLJ}o3=SsLg)TB+HIur-jV3b+a zIYmL0Imr*5ayiLYYk)Yqd(@2CqClfeWnaYO*2A@i1sZU-KcrHu}O?7WvkPOvj*#C`O(zH{Krv*B{<9t6}n(%%{>XBwO77=wCmEg1a9+14^74hD&L0x2=z-h zR4ky2rLgjX?by$>!ptX=B=4FX(eeK55cFBpHS-Hz^)2tdm$WOnMGDU_now@PxEoJZ zI#JmeU8t+pUJ|8}5HoowqTq77a?*cbuOq<(1snKE`)KQ!Jl2&jrbMzxV^d#wO8lI^f zCnAlb2ZzVZ^lS<(v@u~iDz34uYA4<_y;McNkAC4AMXdF=$z=Bg=So7rqB|`BHah^685za=SRZY-M^<~h~4lvuJnH{}7 ziF*22^sb}KgMfqzHtgQZY)%)T%{o3+C_eFtpuS|@r|Dw1*A2`<$x*U$`l%M<#9bsD zP!dn;__RY;_W1C_hOc$*9$-I8_EC_k9g6|;nn#UR(bXKABfn0YmUe~p*iHc_N997q z2_jR=Q^KgRQlYlQNgke`MwYp&q^6N9SZ`}oh-bXQ!j9XvOm8^Sor_xHlHk>Z(39uA z7q#ZH$E(J_Q89R(XZTB$9H_)BuhA=i?Vw{naeJS!U>}G1X(SBn{j12y>Z{y22q&7ZuW_P%EpjQp`#)a3A z>WHVY>E4Yx`9Cr#KotAgM}n@ShMFgU??#vRYcoVb{!!iP6TWYJ)e44D25)@Qr-nuy z(9C|XJnIvHXF%w$>qM4jUmGBlaL%F)cvMqvi}np2+x89ljhd!^u9i3hXB z&-W}ck~GJWomq+3AX<=bLjhXPwp7`;`0^V>DuD@sOJ@9XG?ii?=3{N&D9R6W=_Aix zrUu_y^|n+NLyfKn#5nP8SFiOcOUq9ST_`uMw-$;gIBe}C+EK0;4{FbwyOJhm25#`t z&oV&n;z&wsIDo(J&oe6VTf5%`dHKh=BsOt)MZ$D-&pSZ0_mX&Jp)^Fye>HIs~s4~*U?zKIY*E>uQMmHt{8Y# zKd@xC-jgkp=EUTFO3 zR%3sVl3$@0n=*?#Y@tm@ z{f)-x+-oiLMw!xe3M1~=-CufV4;yV@LcjZ7fodN!b1(Ro@lD9&>$d_W$Y_E_jTKJ^ zK#^E|PYy2VpjVZIy4wHM@c>jDq8wwT^xgbKH45!}pGr(oa&Wy1e_-o7HjOme>VUelZp0+xzL> z`8x{mqxs|1RsTi2x{=(TK+r&= zU}$|09oCrhxRvBLjo%JS>b0@bs~l=ur`cLByv&eU1WYeHnTYyw9?9pn-^5Ik6`uC4d z6l0OimA0;3+m{()SS@OBrj8iM!^m{60%d%sAiirMp9NkSUDZe!kK5!Qk zC5f#Ad0d%i&3R8a=^jFS7ICbZvj~2{-)nIK8(bLm-g)AqQ1Q5c+TX4h;6t<;`kLF@ zc-piTI*x;^*4zIPH`)t`E{wk-^bgUcchcswW?(PZaglzHIP&O2d-M?5N#AD3x9NUq z`qV=WNV+XfU+-=1b4m$MIvVWSIxhRAZOacz)UHs8HoS~4bdvrhiv4%$Q8{(oi#1*g z|L-dV&=vaN#^w}1f#ci^LPlwvi;Omd1dj)nxOKKcmdTtVsnaKVpIiw5|hxZ!AQVh)=nQ)28)w z_J5sqDo)sZhKuL88A|!GOb+hj0a#G!8rIf6N^%PpzMiDyN{9*GJ#ll>pF@db;YJiPLr=Q9av<(J{IrK;QC2cv~3G1 z;~}pa9L2JPoYr^fgKNh%Nh=h5kQL!OL*bf3aZq>s73Mt(Hp}w>TSsNnjCM^r&ny?F z)))SKVt{W0I< znc3`*$>!Dwz7y2F#J_=E5E%i$rl*5?!<~~36XaY^Q-|D8?H8-xzTPqyT{my(lKq99 zPv?AAm8EZ7RHA?lBL2kZ{RiXrEh&dGj2(f z%*a)&ITD2Nf*p;`%zR(xQE}7Ji_#<+F4_-AydfnQY7lg+=sB%=l`(sepy;EiRIzl- zqs0Q@51KW2KwX!lY_D&F^$unVXgdJ4A>>Dc=x1nhxOoMe%kb^sc$=nl&*kuOjKhY2 z1zzn_2kglM%pu8bjT}8&uEY{s4O{_pb+RwI6v}>LIa}{hl_V{Xz$CT8h`^%%uea|0yUAZy2C&yUK1I1K{HF$*j0k%5o+{+xmKk^1e-?s$*aYr(~#fjr3% zaPp}(T6T?&K3L@F^%vezdv)XPJIB@fO<1sAwqvtJje@Ivz)km=5%eVBxn!_ndN@YA zx<|>Vb@X7-g{q<{*tk%u;x$(Be8EmLWk~|w(Q00^9HdTXc}G5!NWTC3M@am%w~KU1 z@zW&m^yi-EzlJ0BSai{g(NK?ho4N#piE;kPnr&Ha@hd~*Z_~-&N1JN0Byhh3iuy=d?zFLiH0{Wr07(4+5g3rdE09Brz_J$^Ar;ejSsn? zENC5b3J)lPvb;4Gps(28@u4GFdtHYjyX6|exvE*-^z5u2{3>lvdwNTC13YV zmq_S=KHy$(%KhINWU0Ko==RjIS2l_ph{a?4yWt)#ba^wVeoK^Wc%}5Hx$(R;7Byi3 zI&V#~-8HAKd)EGi)zg+w%XPneHJecjdX>6y9xJ-TiVE?1n1hEO6ZU<)vZr3ZicE3! zGATt%$in@=R-(dTdK#w&kt@OVxS$Qwr6E*rl1rAg(x7i$e`bHwi@ahxBVjx|ez5){ ztecLs-(iV`bez-1e^c8mqakO!uFJVfZc@(5N2N0<<@iUPN-f0vD5@MAV$T`aw}6R& zsx}&GG@MCkeQ2BniacBkN^w$XAH$&lGAR<( zWG!7!$?=6FUcL0Qmna~6wle4;k@U#B?Q&ECzE7olwmoH)AOR{hi6_iE_4#0-S^7?P zyy3hP%U@V>I!My@Q z29arwmQ}wRaq3)*X47219nEBtB(*UoLXPZcTGbFIo$^AXg8d?CVXm#Pd%4kCy7z9@v*W%d!g3S+#l zm>P(4CivLSviciIZa=aL++$woS^~>$hoG8Q@?hh;wFd3OEImxB20fOr)(7J zxjVj1@hGXH`k`!+%o<$Qpge7eWSR5wByl?Esh2o4E0KT?j@Ux2J9U{=K-zn*SlWtf5uK5tQ{muLd{P6HLdqW3hbi&J3|-!_U}~Qte52 z>;2a?f%W>lZoFxqnCTAeCFYCd;F9Z)-fYbkeOXcWoPJ`6^b2Wk-{@P`<$RAcag~aZ z8Lnn+-e+*t%VG_cnXWTTuMzQGJXxv$ycK5Q@AI zXBrCtK$CSTF(M_-MmvO>8NN#oVGf?4qvdCFn_>vx3Ii(lbS>xM}}sCjqnImmWd9+!rIrKg!3<4b|^IbbDx^?O^j z5HSe>*$!v?zuRG59RNrn0u3;Ap@3dh zh=@d^q)iRtJ6>WQI)xOEz@YW)Vx>dT1Q>?zZOTblVNRqu{86GXVF@+{EpdxKU!h`7 zo_ra%!g*#USQ!!t2(43JW|23zvB;Vba?t8cq+H3ACR|uuo|V9BOyKBpZ9ROk1KB=d znu4|LyrM)(WW&dR<)l~2ejm2b!>Zhn)~y|W`fu$X_2Oh<@6LQJ95fOz`h$F9^o4cH z*2(zJ4}9Ww%_!uB7*-XSqKLE_D^eSCIE_pqL#KAJy&<#N5)#O>ztuCo)0>#J3r8L_ z4|M?hs@gB#k^S80kBdKow@tbF$7S-XEY9Izmr19C7c=N^UW9U$bFCCn$m~T(D(_VV znY<@Qm>HW#*Q9cu_I(SoNF!U6E_ukV4G+J|e8=V99nSb9ZsnE3Ozm3ye{VOE7D!U} zt>5ERA#e2Tg9Ad+F4&i4-lyiWW_&?vNC@ZXw>rfTo!+k`FS3F2XqDQr!NF|WQtwzu zB#ddQl({FiLI+$kc8W}m7v+?Xbj?OfjU90|_D6YeF;x9dx#E|YXn06pQaEJT8S{6; z^64MiZw?R{xUO;)*Vwgh-Gi=6VN@p~&hPhb`)envG&Chm8>LF(OeDCJ!lkBta*ZHa zw$miScLJ{d?fU)S+()=}0M)MJHGkcduOI#|9Ix?Gwzjvn1gIRi`LThK@ZEH%e$ySCST( z$NH7kr)`!Cy{8{zqVk-Ugk2QU@R&e_%(fR85NR_SN4ChFTpH0FyLd_~qu9I+G7WY3 zU9n*}gbIP>$EO&QD7C-YQ;Zci4wTB_a%p;F*Jj z(nhaB9M?L(4?+h}v%{Sw56C* ztlgQWFV0I->kRq0$E%2(SU8_Z1*&bw$T7_+Krvrjx!r(|Z*UPTB@59i0`hDzJQO%F zAsYvlV<$4DIA+$I{KOYrrIqX;ixd=uq|Ja$jnZY<<-|9 zIq)id!bV@QT0(s+J!gsJO$R)C*?#wq>etQ~ss48sHTY`|1#V9W;iKLGU8>*me9YR@ z6&ZugUJEK$D}->H`!McfbEOl?mz##0sr1K8UlPwiiSR<}l+V*<0(8!jc1nYu3(oYg z*xS!>jhd_4{OE-Ta$b4}k}xOCw4aU7*eKus*2gJj6I(xgRFg&WY6~$X=enZc!Khf> zF&0+6yr1Rqb24GEYP?SI$ZIX&M%c9}_wG~0bF-<+owXfV%a|-*>%v%8(q}bKPy46l zCPEgKD}E3mVPX`Xg}GKEm07gh4dvWR*bZ7E{IH^y-BZo)PPNP2d^Yks{w^fv#I;Dy z&||p1w6SB_#OD^b_B$=Uzu&Z(B>W*X?`2ZR+80A*b8H&6OAg5jiz`CD#xFy0&dNW(P2lLdC zBUUDdBj=|~v+lcS?(&M{2AcJbV`lIXL(4J8UB1A*m&7>lp@r0@aD#@JD2f} zv^=n0>g!Nl$h4816a9NO67=c-Ytg#34aYoE&Ftf1w{J318wNJz=A7aL7N_Rs-66qV zwh~?6sW##_vhcE)iko+TK)M#wW&-VMW{#_O+^y^4v|q^Nlg%h9OG)p)PNbo-nX!J5{}Xp0_H=Hdgr^& z8^o5$*I^t7zMKR?Cac9CD}9azqvI>ZRY?;Qb2|(eoFmZRl>^i%if$mO11C;sF!}tz z$TZp!Z~lD=_n*C*If96a-a+E-EJxA)s3fR+zPW^Kq^KZlBdP)-~MqraD*q z+`3FP?TWQRCvZ=M)O4==#iuf+`se6Xllis0UiE(qJ?XKZmc}m|&)Q>D;+Msfvb?qs zr|g+G<*EG^sxKX^-pwoKnCqEe8kpeo$*t{iUZ4#sFQFFPiT`Cq#}m0@)XKv>!EdPR z=OP7*T?>^jQ$crM0ECy(K4}?UBdmD6rjTN>7qcu6vC@RT$Yto8w;%@FRhhsE@0qv z`)|&cc!Rb(TrmQU0VoHw;Byn}cXzLy1pw9+?M=jO4F0_T%8gKuVBC(l%G`LDw3w_ND=$HFbmm!6KmfpYI>q`oHi( z_0_w}``7PBW8+KP0vi6W|BSK!DAq$m1BliB@kHZ~ib6EBS3y96@H$GgxYJJUx!sJF z;^}CsD4pv9+yDv*@xh)BLx@;Fg z>emLPsPWREQD`NC*EPQhu9cC~<-msk&H#N&V!0PbVQo16oh@>Zi$(3Wt-a;) zVe0YuzWWgZaKrpkMzSNOsrYg^=ZLI(=PF zyTmO9mlo$sB&1=nB_;a0jz8p_}7!OPInZJi00JK-bEfE_g}u3VWHb|)G#VN{4)a_URKQ_;HhU)c*MqICu< z1T|F73xxGF$G=G$kJrok7sI?oFNQ^kiNRSlJ+qNzV3!el-4%tM20cQ$9$VAJKty*t(*UG;nw^O!gr#|ZX5`y!2Q8lTEo{Sxj8@7-a*pp@R3?` zZ!4b;#76I4vY!mHkM!?q;e2sLD(?JoLE67c+-rANeVy6w%=ky{;pUWl!>g6)p1(-j zK>P?|Nqt$^22I`I`N1wOm~dt#|IyNQhc&V6?R!)}4@49ckruEkA}9(-#3&pK za6nNJ6iq|{1;kK9iZQFwM8#Yz6d?qT6lunM7$O0(5(JbkT>^>av-;Nl(7)?!+tr6Fi=Cn)obcf^<+c(VZmBTri}=l7iP zLjH;=wdm@2BI(OD>4;cIz9daSXfrYG;pdsA81rf|AGs)2D@m=6^@Fi9<@sm8Ve4mi zfk|r{{e?K{Ct~V9Iz4bakmnws`jS7Z(+I{>uL6qdsSdo8=h@j;!H(wi!tSa9=U8(% z?K0o~EQpwHPQZwH#4NKx3!onukoCOW znt`-*ORH-%-%_%A(Ls=Ew$-C4bU)U;EGNW!dqwN(zSx?neGhqEk+heqM^OcPdfa-q zkqli@LKv~Yrl7X)*qiq;pTaL;-}VF)R!0Pn{6Q(|uk%XTKcBUF8_loCM!sHVX1m2{ zVrn)#p+HF6$VRo{>y}2jB1~fXMdNbItXkOpZ9?D4s<9l+`LXz8(V1d3;uc;U9D7U6 zk@~!UD97ZjZ?nJ0>L|yUhXY63HBU11`jakVXc-d(riDMPfj_S^_`WALE-jr>^Y+|{ z<8Oaj$F6xiy$yT1x3Fa9LzI`XU-g%t`&=~Xc+((iakueIqrTpU zzJt{EXrJ7}ey*8?sXPg_AC5ltiG!$XwW}$9aNbrwYwhN(dAlstTY~)Ty85tL`ID5p z#3ST?f}b_H8s5~pFh7WW*1yb|l4CJ~Gy0Mj{j3X`2UY!m*cQ-TSc@Zwv!F>pN#RAS zd{-z#R35w}wAe40FV*LYP^)@0iAh@i9nQ~xfB2%F_Bv6uTAzqXcKINOh6*8BB^-Oaa4Qm6JL z97(6IPZJ!7WVB$vQvW|Cl&+SDtGWMQ1ME{1!-|qPF zoBEj~49z*udzI*R$mm>WW%#QwtqULaV)o6IhLn_#dBcL=sx^-xHXz5f3Ap=Ul;;kCCpK+ZtBS-)Kx3kJ1(De80g6#vgut z>)KUPs}1hreA>}dVK`5Ei)pqArHgWB|NY31EFX^x9q+s&-dx&opex&C7bSnGfhv`} z^1&}dguwEy-A@O*2_Xf0_uWc0J`;Hhb(=RdP92=m2Zf!Lh2Srrt=NAnCn&0k-cm0j zBwi^t>|FUO>BQgBALBJ&r5|J7jy7Mn!;)A)YH$o-RBT#a{j}M*;P*gTk5wci_?&0g zL25OV-?DJaW6}`*C)Ij7)klk}>SXVXjH7sH51 zn?~2>nTw{YEXSfE-YDu>NLgpn$ovnX>bDSspJ`CEu~3hCPt=}l^**o!l&txd4_*|H z4~W6CUK%U08dR>eME`0@UM; zrG@hH_8;DXZ9Or`^;^*=k^Rn9X&9YKgoQ%|dxBO2OL(i-dVTqb2=vVGJm*!64KXkh zChoHMU=I96KJ&_K*XCjkH*Akq%N~?ck1#;I*mz&ODrRk8%4CO=5<~swP zmOqmVPw-1EBeU^G*NmZxmoq$^5r-r{;&}ca>+1pZT%NWd?p=&@S*h0IA$U@W`gl58 z2BR_W{yK+3#_q)Gc>asjt@XRVcg zb5L^jpKzn~HLkEW+fi~wHvH)EAS(p8?M z(Jl2I_MY#ZbsA{_{j*Vpl;v`sU;(CBsXn)=1SBE;`oLlQ#94B4)}v5AF~Qfyx<@BF ziyFk>PEaxvb5IpG9TCfECN~W)#s<)P$$joGmL-b>UF{|9E#rKF`re|b(&?eoB?&RF zV=voW%W_W^xC(zpo)rfzpTnLcMFi*nLF9&RDe5owNZHMQA&9-|8orh02UhM#No2e_ zXT9ved@+ldu2$y$eQ>W>jorz0St7*dMqfA9nbvsz(sGQ>>=-7OdQntJXH{K1)}5sx zO)ulXwD%x|dcFJ9gYJLQOkrveTC(&FQKYEXSsjdI>>7Y~5rpI*(&R|pEkYg7NQ&}x#~J_q zzr{jB@`&ch7^;e$<8;NyDdikd`T0~WF9jW@LZD}4wuT3J4L~x_g_ct^)8+4kQk78lTj<)a{3hy~?0`NSawIP(fRYG_ zh}jTF2=Rof9Hc~rl%yhKh7DO&I0=>93OOpNo;X=%XN_o9PWX`oDp4TnrB?dNw!7>$ z`jBFQTrD-`aXZoh94Oep32Q+EO(;Gn3X?>MQ3T#79l}c%D{xR1xmG&H0-UHmgx`H| zZryTW^jJ9#$w5FIS)~t0k(TA8!8MX)9RER9w))ifIvEmvl9@Z_Z1HPeFV=D)C$6#< zEpp&)fRrzUDrRTCP_msXCUNI$d2u-9Gho(Yj5!UcM*9^VP)jg#+y^6Xqev_Jv*imo zCkhk{(USmPoM@kx*RSx5Hl!r4 zU!a*#!D`~2e7CD-qe?!_ow@A$H|s-U39FhHCxqbZ0ZHFi=^7l49-ahtD;7y;AXuMq z8n`h)uUTMY7G<`oAxi}XEnk4^YdN$qN{6dSA6976RXAJ>n+>SQ5G;Z@?G$YebMyL^ z_d1RO-)F1>a2mxlzqF}GJcyIGcitBry}^NmSs1Y!7rzH@^m-AlS6`<@sALWlAG$;p z(FrH)%x{}L{Tj@iN3p7S*c*+|>}woC*cdm)bm%dPT^noc9y3gA^p(~jWA44(Vx)x= z_-c7+IT;urWjgA+@J8<1{#$J@jwYsQJ{(X)v#Zb#p{ z)R#PQ-EVRbnRdfFI?xk5u$ySB7(gTZIkF0Rd^(OW$*xbOgJLo$2obJauHPs{T_Y0g zwA}5?cMHj}-9A^PWLYLzQUvYBuStu2yTE2DtADPz7j;8LOgy@huQv!ea2K6;pF3$E z|HU-lbKfe=w~R2SAl`$tRVVd73FQxvtERQox&UCyI?evaEkEuu(Q^(xdWRpu`^mP6 z%XmYloiRGTxm^~>CW}jxO~7mst4(J@YpYW!N5Z#-dp^!qSwXLv55WO)3p5k~h6a1D zf{|!hGd&s=Pj{rgUsj(CZP5}g;-Se7aOMPj$^p~;^GPfV(I}nCw?NAyeAf@*TgqWb zvpF+jh;0Fio(L6VJg%j32n`h|xDsJsR2#G?t_Mf$pgW5~U{Q6zzfXmWG|w+v7zb)u u1vx3uYuy&GaNxH}sR+3%iDFl)AfV4d?bkBYl8okG&d1#UdgplM;r|1-HQ!kP diff --git a/grain_size_tools/GrainSizeTools_script.py b/grain_size_tools/GrainSizeTools_script.py index fb31dc2..21395bc 100644 --- a/grain_size_tools/GrainSizeTools_script.py +++ b/grain_size_tools/GrainSizeTools_script.py @@ -134,7 +134,7 @@ def summarize(data, avg=('amean', 'gmean', 'median', 'mode'), ci_level=0.95, """ # check and remove for negative values - if data[data < 0].size > 0: + if data[data <= 0].size > 0: print('Warning: I found negative and/or zero values in your dataset!') data = data[data > 0] print('Negative/zero values automatically removed') @@ -142,16 +142,22 @@ def summarize(data, avg=('amean', 'gmean', 'median', 'mode'), ci_level=0.95, std = np.std(data) + # estimate Shapiro-Wilk test to check normality and lognormality + W, p_value = shapiro(data) + W2, p_value2 = shapiro(np.log(data)) + if 'amean' in avg: - amean, __, ci, length = averages.amean(data, ci_level, method='ASTM') - if len(data) > 99: - __, __, (low_ci, high_ci), length2 = averages.amean(data, ci_level, method='mCox') + if p_value2 < 0.05: + amean, __, ci, length = averages.amean(data, ci_level, method='ASTM') else: - __, __, (low_ci, high_ci), length2 = averages.amean(data, ci_level, method='GCI') + if len(data) > 99: + amean, __, (low_ci, high_ci), length2 = averages.amean(data, ci_level, method='mCox') + else: + amean, __, (low_ci, high_ci), length2 = averages.amean(data, ci_level, method='GCI') - # estimate coefficients of variation - lower_cvar = 100 * (amean - low_ci) / amean - upper_cvar = 100 * (high_ci - amean) / amean + # estimate coefficients of variation + lower_cvar = 100 * (amean - low_ci) / amean + upper_cvar = 100 * (high_ci - amean) / amean print(' ') print('============================================================================') @@ -159,14 +165,16 @@ def summarize(data, avg=('amean', 'gmean', 'median', 'mode'), ci_level=0.95, print('============================================================================') print('Arithmetic mean = {:0.2f} microns' .format(amean)) print('Confidence intervals at {:0.1f} %' .format(ci_level * 100)) - print('ASTM method: {:0.2f} - {:0.2f}, (±{:0.1f}%), length = {:0.3f}' - .format(ci[0], ci[1], 100 * (ci[1] - amean) / amean, length)) - if len(data) > 99: - print('mCox method: {:0.2f} - {:0.2f} (-{:0.1f}%, +{:0.1f}%), length = {:0.3f}' - .format(low_ci, high_ci, lower_cvar, upper_cvar, length2)) + if p_value2 < 0.05: + print('ASTM method: {:0.2f} - {:0.2f}, (±{:0.1f}%), length = {:0.3f}' + .format(ci[0], ci[1], 100 * (ci[1] - amean) / amean, length)) else: - print('GCI method: {:0.2f} - {:0.2f} (-{:0.1f}%, +{:0.1f}%), length = {:0.3f}' - .format(low_ci, high_ci, lower_cvar, upper_cvar, length2)) + if len(data) > 99: + print('mCox method: {:0.2f} - {:0.2f} (-{:0.1f}%, +{:0.1f}%), length = {:0.3f}' + .format(low_ci, high_ci, lower_cvar, upper_cvar, length2)) + else: + print('GCI method: {:0.2f} - {:0.2f} (-{:0.1f}%, +{:0.1f}%), length = {:0.3f}' + .format(low_ci, high_ci, lower_cvar, upper_cvar, length2)) if 'gmean' in avg: m = 'CLT' if len(data) > 99 else 'bayes' # choose optimal method to estimate confidence intervals @@ -207,10 +215,6 @@ def summarize(data, avg=('amean', 'gmean', 'median', 'mode'), ci_level=0.95, else: print('KDE bandwidth =', bandwidth) - # estimate Shapiro-Wilk test to check normality and lognormality - W, p_value = shapiro(data) - W2, p_value2 = shapiro(np.log(data)) - print(' ') print('============================================================================') print('DISTRIBUTION FEATURES') diff --git a/grain_size_tools/notebook_example.ipynb b/grain_size_tools/notebook_example.ipynb index e11831d..73f519e 100644 --- a/grain_size_tools/notebook_example.ipynb +++ b/grain_size_tools/notebook_example.ipynb @@ -836,7 +836,6 @@ "============================================================================\n", "Arithmetic mean = 22.13 microns\n", "Confidence intervals at 95.0 %\n", - "ASTM method: 21.33 - 22.93, (±3.6%), length = 1.596\n", "mCox method: 21.35 - 22.98 (-3.5%, +3.8%), length = 1.623\n", "============================================================================\n", "Geometric mean = 20.44 microns\n", @@ -892,7 +891,6 @@ "Arithmetic mean = 34.79 microns\n", "Confidence intervals at 95.0 %\n", "ASTM method: 34.09 - 35.48, (±2.0%), length = 1.393\n", - "mCox method: 34.43 - 36.04 (-1.0%, +3.6%), length = 1.616\n", "============================================================================\n", "Geometric mean = 30.10 microns\n", "Confidence interval at 95.0 %\n", @@ -1033,7 +1031,7 @@ "output_type": "stream", "text": [ "=======================================\n", - "Normalized SD = 0.16\n", + "Normalized SD = 0.165\n", "KDE bandwidth = 0.04\n", "=======================================\n" ]