From 6e93195a912a7f10803109e701b7d0ebf92bf644 Mon Sep 17 00:00:00 2001 From: Jiwon Choi Date: Tue, 30 Jul 2024 01:16:49 +0900 Subject: [PATCH] hw4, uniform --- docs/blog.html | 63 +- docs/listings.json | 1 + docs/posts/hw0/index.html | 971 ++++++++++++++++++ .../figure-html/cell-3-output-1.png | Bin 0 -> 35564 bytes .../figure-html/cell-5-output-1.png | Bin 0 -> 55168 bytes .../figure-html/cell-6-output-1.png | Bin 0 -> 28848 bytes .../figure-html/cell-7-output-1.png | Bin 0 -> 56201 bytes docs/posts/hw3/index.html | 422 ++------ .../figure-html/cell-2-output-1.png | Bin 0 -> 43898 bytes .../figure-html/cell-7-output-1.png | Bin 56201 -> 53689 bytes docs/posts/hw4/index.html | 159 ++- .../figure-html/cell-2-output-1.png | Bin 43898 -> 27120 bytes .../figure-html/cell-3-output-1.png | Bin 0 -> 23075 bytes .../figure-html/cell-4-output-1.png | Bin 0 -> 25922 bytes .../figure-html/cell-5-output-1.png | Bin 0 -> 27181 bytes docs/search.json | 43 +- posts/hw4/index.qmd | 64 ++ 17 files changed, 1279 insertions(+), 444 deletions(-) create mode 100644 docs/posts/hw0/index.html create mode 100644 docs/posts/hw0/index_files/figure-html/cell-3-output-1.png create mode 100644 docs/posts/hw0/index_files/figure-html/cell-5-output-1.png create mode 100644 docs/posts/hw0/index_files/figure-html/cell-6-output-1.png create mode 100644 docs/posts/hw0/index_files/figure-html/cell-7-output-1.png create mode 100644 docs/posts/hw3/index_files/figure-html/cell-2-output-1.png create mode 100644 docs/posts/hw4/index_files/figure-html/cell-3-output-1.png create mode 100644 docs/posts/hw4/index_files/figure-html/cell-4-output-1.png create mode 100644 docs/posts/hw4/index_files/figure-html/cell-5-output-1.png create mode 100644 posts/hw4/index.qmd diff --git a/docs/blog.html b/docs/blog.html index 1c32a2f..ecd63dc 100644 --- a/docs/blog.html +++ b/docs/blog.html @@ -213,7 +213,7 @@

On this page

  • python
  • -
    Categories
    All (5)
    bigdata (4)
    scipy (1)
    +
    Categories
    All (6)
    bigdata (5)
    scipy (1)
    @@ -239,7 +239,7 @@

    글 목록

    Homepage. blog

    python

    -
    +
    print("big data ", 5+5)
    big data  10
    @@ -252,7 +252,7 @@

    python

    -
    +
    -
    +

    -HW3 +HW4

    +
    +scipy +
    +
    + +
    + +
    +
    +
    +

    +

    +

    +
    +
    -
    +
    -
    +
    -
    +

    diff --git a/docs/listings.json b/docs/listings.json index 217ad1b..3f0d56f 100644 --- a/docs/listings.json +++ b/docs/listings.json @@ -4,6 +4,7 @@ "items": [ "/posts/hw4/index.html", "/posts/hw3/index.html", + "/posts/hw0/index.html", "/posts/ch8/index.html", "/posts/hw2/index.html", "/posts/hw1/index.html" diff --git a/docs/posts/hw0/index.html b/docs/posts/hw0/index.html new file mode 100644 index 0000000..7913d6a --- /dev/null +++ b/docs/posts/hw0/index.html @@ -0,0 +1,971 @@ + + + + + + + + + + + +Compute Tiger - HW0 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    +
    + +
    + +
    + + + + +
    + +
    +
    +

    HW0

    +
    +
    bigdata
    +
    +
    + + + +
    + +
    +
    Author
    +
    +

    tiger

    +
    +
    + +
    +
    Published
    +
    +

    July 22, 2024

    +
    +
    + + +
    + + + +
    + + +
    +

    204page

    +
    +

    Q1

    +
    mpg데이터의 cty와 hwy간의 어떤 관계가 있는지 알아보려고 합니다. 
    +x축은 cty, y축은 hwy로 된 산점도를 만들어 보세요.
    +
    +
    import pandas as pd
    +import seaborn as sns
    +import matplotlib.pyplot as plt
    +mpg=pd.read_csv('data/mpg.csv')
    +mpg.head()
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    manufacturermodeldisplyearcyltransdrvctyhwyflcategory
    0audia41.819994auto(l5)f1829pcompact
    1audia41.819994manual(m5)f2129pcompact
    2audia42.020084manual(m6)f2031pcompact
    3audia42.020084auto(av)f2130pcompact
    4audia42.819996auto(l5)f1626pcompact
    + +
    +
    +
    +
    +
    sns.scatterplot(mpg, x="cty",y="hwy")
    +plt.show()
    +
    +
    +
    +

    +
    +
    +
    +
    +
    +
    +

    Q2

    +
    미국의 지역별 인구통계 정보를 담은 midwest.csv 를 이용해 전체 인구와 아시아인 
    +인구 간에 어떤 관계가 있는지 알아보려고 합니다. x축은 poptotal, y축은 popasian으로 된 
    +산점도를 만들어 보세요. 전체 인구는 50만 명 이하, 아시아인 인구는 1만 면 이하인 지역만 
    +산점도에 표시되게 설정하세요. 
    +
    +
    midwest=pd.read_csv('data/midwest.csv ')
    +midwest.head()
    +
    +
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    PIDcountystateareapoptotalpopdensitypopwhitepopblackpopamerindianpopasian...percollegepercprofpoppovertyknownpercpovertyknownpercbelowpovertypercchildbelowpovertpercadultpovertypercelderlypovertyinmetrocategory
    0561ADAMSIL0.052660901270.96154063917170298249...19.6313924.3558596362896.27477713.15144318.01171711.00977612.4438120AAR
    1562ALEXANDERIL0.01410626759.000000705434961948...11.2433082.8703151052999.08714532.24427845.82651427.38564725.2289760LHR
    2563BONDIL0.02214991681.409091144774293516...17.0338194.4885721423594.95697412.06884414.03606110.85209012.6974100AAR
    3564BOONEIL0.017308061812.1176502934412746150...17.2789544.1978003033798.4775697.20901911.1795365.5360136.2170471ALU
    4565BROWNIL0.0185836324.2222225264547145...14.4759993.367680481582.50514013.52024913.02288911.14321119.2000000AAR
    + +

    5 rows × 28 columns

    +
    +
    +
    +
    +
    sns.scatterplot(midwest, x="poptotal", 
    +                         y="popasian").set(xlim=[0,500000],ylim=[0,10000])
    +
    +
    +
    +

    +
    +
    +
    +
    +
    +
    +
    +
    +

    211 page

    +
    +

    Q1

    +
    어떤 회사에서 생산한 suv 차종의 도시 연비가 높은지 알아보려고 합니다. 
    +suv 차종을 대상으로 cty 평균이 가장 높은 회사 다섯 곳을 막대그래프로 표현해 보세요. 
    +막대는 연비가 높은 순으로 정렬하세요. 
    +
    +
    plt.clf()
    +mpg_suv=mpg.query('category=="suv"').groupby('manufacturer')["cty"].mean().sort_values(ascending=False).head()
    +sns.barplot(mpg_suv)
    +plt.show()
    +
    +
    +
    +

    +
    +
    +
    +
    +
    +
    +

    Q2

    +
    자동차 중에 어떤 category가 많은지 알아보려고 합니다. sns.barplot() 을 이용해 자동차 종류별 빈도를 표현한 막대그래프를 만들어 보세요. 막대는 빈도가 높은 순으로 정렬하세요. 
    +
    +
    plt.clf()
    +mpg_c=mpg.groupby('category')['category'].count().sort_values(ascending=False)
    +sns.barplot(mpg_c).set(ylim=[0,100])
    +plt.xticks(rotation=45)
    +plt.title("Frequency barplot by category")
    +plt.show()
    +
    +
    +
    +

    +
    +
    +
    +
    + + +
    +
    + +
    + +
    + + + + + \ No newline at end of file diff --git a/docs/posts/hw0/index_files/figure-html/cell-3-output-1.png b/docs/posts/hw0/index_files/figure-html/cell-3-output-1.png new file mode 100644 index 0000000000000000000000000000000000000000..a7e79dfd40bd376e3ce1c2cc8f0e567d6f926d79 GIT binary patch literal 35564 zcmeFaXH-;K*EM=nXcb%SMiCJdMGyo5K}E^5l0kBmsGwv~f=C9tX`3uX5|N;S(=lYT~CEm=j^lh+H=i0*TPdlPGUR7J_-!O zwo6HhDq$E|0ETV4u;mwcg}0*Y+!+uPI~QQyb_cSw^zQ>_t-P*ZBS%T zy`#509(p0~hDDA6{wX(#@wX>x2JTx|^A0XuW8FqNwNJ7!6iRw}!mbNpMv=8c4M~;M z=*DB1hS|#U(uDd6_RqWIeqmA~*F3Yi4&H8f_fDbYB>stL%H3vimpP1xBPF7ys>g8t z{Q0B%d@HWg@%lZAjEoe^b{u$cyDz(ZIzW<9dO-~T8b+2pBoia=G9K8PZK+2(J4_=b zv0rrl#ZH%K{?UA8v!>LB6Ey;X6VIPK;fkLX`J?LZ_^`Z-_?=~joQXY+v8-7H;6z{_|Ul&>!qj5~_YoStt%I|^1 zTi={CbfmFx@NxJvvnGy$UUti{s9i_()OGD+U6v=JhQEG%#n&68JgHSQr8P7(R5#V6 z=c*JN#8~zA?XkJ$<)sCA(=OtfcqArLnm9RW>n(nw?zN9B9P_m-v)#u3I}Cx&MD|X4 zq2y9}S8adc<>yxmrqnvFm+sGY9eh1x|XuXyBrul5wh0`53yL}T=QW`#gPEO6~+t=Z` zvb4dOoOnvTA7=|kL-|FIw!18RX?%%Mz9%9$u3M3Vg1{iBUciJtAKGZAuh7cz+X`9oy)#` z`$85q3LI>I-$k5mJ*lkHG4ihS@9%|$)ds8UCRB1338dFp_Xew1cXj4i8|g=F#(yrl zKJlTbLtmH?qg2;I=SWB2DzyA8`+ZCLhL)pVo!Q}agd6&1KF z%?l_K7khIOoMB^Q005Z3o^R%6#^0U??fA5l&sm*2X42AwjBebeOtm)}s&xeJHE#sxn_h zNWcC3d{YreQ?K+N_(`W*DKPX7z$BcX&Mr!^bX{nZxjNC>RH$axe*JdmT(w=uaT@%C zB41eotQ6GMR5A^Na)UvHkZE`P>wQ9dF?aq6|!?v!mZg*~})Io%=TrN$<2Jyrg=y9*D! z3h~dlq+@-v%)3$^)JlbkwPH;Hxvd66!y^j5{bklk!y6w5+xXlX`0Whw^KMktd-W2Y zDb6(R-`D1NZSafJV5DH+y=FVfKMStsMCzR~YP;r>@$@MNaZbJImek4`)y<;QG&Udo z!=kfLCeiO|4~w7TYS>P`=GhYSw>a~}z7r?;5?-5gM~hB>+5a$u%VRYbiwqVbX8+4I185}e@b@F5o@9*d& zq6vGuW&DEfo=nfoR(cRn=M(HK`%?JYaY*1H#`lLCY4Z^Ua8 zc@k6C_k8OE`F#HhA@M(Kwgis_Wf<6N0Q_g3gGSCXJ*Wz%LZzeenN$^!A=PQ}Wbs~Usd*d?}EKO@`+40~>!RFA;>d=vv6A7Nqw@)_Hh7Ql& z4!d!BijrBSl`^uVtPL!z#Oa)_lG1N_Q$X=u^T)BjOa(i~H?SOV zd5EsuZ7mp(iDW(^PGWDdmmchi`?ucqy8rD(nb9EQ$cmX zu{}9*F5TJ^LxbiQxluy~2T{Qh*W6xKI&Jjm*szt3Z7 zma492ce`iv{cR!*q=n?2llo|1O|8DAHf`gZko;#=wlUj>FYWv6n^a=m)91LI4l`72 zKDmNl0%1&BJ+*(hac5-O>(8_e!rTwwD*FgDVlNNbW{EfKvQ&J=acu6P$j0Bcl+HNI zStbAW-FA}n;K75pp6ED1=U6TL!cQ)|Uci16y z?0NFksaWHatfkj`&iKL3mEkuxVpo)8SG3T<*X?t{rs8NE0>ZVWLepGJpN)jK2^~j2 zg^AFpID1Z(%eyEoOn<2~X|v%=NlML?Zql~)9VuFIDVVI2kv?=_U>(VfH zN!f&e^IWB#OG9^DluK@wc?*NoJ{p?ZqNTPXDt>O_XtbzY_MB`s@E;7(x>{?dJF(As zDoL-(?dz3?>Boo`gX2--Pv#Hy0XwEJQt0B6AOv|5kNmPJoM~cq4UCI zyLF8ep>sMbn?0wa#VAU!s3?NpZVxl@2Dp*uTWw~^48NKym3QMyomS^~$Q*A#hW&Us zbHAlg_+Ja?uJ!cvTsIi!I&tD@kHNysD5r50@kg1H5~X9t#;!Y$dFurMA}Tpuc&MrB zi)gYa1DET9&xvY{8*K*uoOFTyB_$=dN{Bd~EFqD@2#~YTW4IT?f74!7kdTn5?%uJV z@1*NOkg}ZSjW%U@K~=)Z)2G!nNSWX^)v7Sb>@JtQ15RK6K-tOsOX@;}uP$_@ya}aG z!y+Sf$Db@M%or8i-+`am!7TtQ3t+rjGcJ2G4mN68Hkiakgfz{1v=uFmS5{ti{5&Sf zNHD5+1TdFkAMpnM7L)k={+IVr%g?S{xncvbc4)kkv&PZswmY`<(0W=x8Wo!N={EcU>0;OAIj8S^H@Jgw$4TOPw9@CWUf6`0b)JYI~NYxB_NAzrC|QX)&h1uZS>&a5X-6wwS^N_1V}T zVL$$nGb3XO2}e6@-k&GLWEXs~n25y#8dfY_+-uJ3&`sMFFTC_#IGE9*E$h7NVySB~ zq>qr3niv~PA`m2;1Jyh zgdvBsDcx^3kYed<7Dh?@2HBq{0>(esM=lRWElYI)n6?>=4NU}K{_&ayJ3Bi{m~M=; zCzz$?JZ|SA-WRXxG3PE$yDdF%FMooDuyn=W_HQ)$|DIL&|MAH88^`~G);Z{{(t6C1 z9!qowJ_bGX4;wg@2T(qh0=RE{Q{X|4;e~+oxa!7uhfnNYjUG&TRyuL**EbxzMg;EH zZhfD@(5%ds+6lUfXwkb|04$DhH|(Q1+5;Q(FB5ltH}d}zM9~*}#ERCDn+Kgq<#b2o z9?5OKUj*Z;+U%qzB`~!!M5v*0kSo0Y-GHI40i-X%chCP4v<3StLWD1AlCi$?5=V4T zZC2tb3591GncIuKNZ2MVeoA}0KQqNXet}4Zlv1r@7#p?lNBqj&a}0BfuZJ-(Z@}`1 zDNgamfNK}MH6&g>`2IyUC6hq!PDi~|}s^?HX?7$vKS#gZJ9r@Xu` ziK(4*d5M-x@y6QRbbu%JzJsRzNB3>r{N4F(n^OW@(t2;$x-~x~N7uPyKY{)l2gY)O zbg9L*`x|ch{o>f&n$D5c6Kj!r7}AvYfLTsO9zNY=_5q82xjXAKx&$m)KXSNY%Bf@i z#YFI3=SOhuCj}zkX>&i4JQMTXJp`nYc&mFsh*?MNpRh2RQ#?G(I=_egwTB&EnwphF+!$gGWx@MNFZi`&Kr4b3KwtlP>?IV>| zW4QhM_C*9~_B5mpOMW+>UPMM)8XUojEB3&tg`rJMgX@2sR_+l?2Ji)p;ziVH_;k9} znYxfKd7ZAGvt|FW;;&X&!;4BB%^Q5 z&=P{qbxaF!3~b^*g5!)6=-bg~&K6gEl!57HYL;4KGLhBi01H;qCHV42EE>a?w+5GX zlcI0GF=WC3i)D1h`}peqw&mJBU835}Yc)~Onf&quI)A{s%O#43U^A$1Zf23X7a6H` z?%cVsU2xNz%lGP8#k@9GS~|RI-vN1Jjxa?=Iwd1B6+rW1!!HSGgy2(XjwEYC`Wqxk z^%o+g54t8i=#I`7T_d`K$$TqyLViR&5Bv z_vXUoskGt4^mG5fCciPlzAub#s$Mx0NYxabJT>~+;>|Xr1v4DHE|)Hy_3Q4L97|i7 zPh(oFfS-WJt$v`$654@7oDUS93lyVwoNh6i`uwzJh<;^^-gd4xbeO+u&QC4ng6gNg z;PWE($7@ex2dPz+89ZKH)NvS$b!f`#jGY>8GON0G%AsReHx8DWubOC#sodY~fsnK6!KMj$fx>f#WrE1aetvODI2;+U~PH3iFg`)vHj4SUP!} z-7Sq_<-~26cD68WreM^0BJ>$TL8c}qVXjVaW&QW9{TK&dY^Ja0?;P_Z82x(5UI-4a z5_Op75&UCsvokZcQMwXfN0xfnHnS8`r9+%O@qaUH#aN}$h;P;Xc*aj?Jiz~L*UF&0 z>jj)B7dg(Iwp+48%Wfc2(3@J4V2G1Yxemks)Y0gL`5d)Sz}#$E0`|nGq(l_$-*LP0 zE>aS<{N2shn&F%c>E>IL1xQab?H4$BQ+HkC#@xQZr)MFdVUrpcknfLjb!q&foS^a! zF>7uQ@7+6ZYHY)u#sw)bJV$|E;b>x^C=hxMJpmH+9UUpIv$tLEFe0A#!qY2N1cTI~ zWrv1_hNE;l*ywg7rKFrc-G1%QlG0LnzM8jh-xBBnWD5^20q%=-fOK=y;axJiFSB-c z%fK_~*qoT{SfZw?TyjTSTau+yH*MPdOhc0TuyWLVkkCX}P1$unVI8}VuUlmjfNt(u ztm+z=A5P;u)8-jvcT_eRk{-9S+GCj#&xYqV+4~QlnK(7SJVi}@XAAZl*^$N_cZPFw zM{fl`Sm+Y=ooxB?+U4_nkPP6HePUBK2n^6N{hTI84AE z-W+w1wZJlsH;Qsro0^)kHwq66)5HP38KigwBGu^eQI-*l-vLOH5l~=&q$vC|YfP?1 zn0R3%Pacvv2UrGEA9uQH_zObry&y1}KQZaS>GVfkEpvaT<0w0e*12=92=qznX&iV) z<7Q(c2b<8^zKN-(vdYB7wgdXTkZBss9p-a2r#B?ORL{OQcp}?wq+Rp1AzW^8dD4`& zg->=_mBqel`_#igsHzN)O>e*wX^P1A{3FU>YGxM5D7ZY^ZSOCY@+n~-e9s)# z$v0MT7_kDF3Wapcu9){8=TEXo0f2wGXwk<8VbIOjsXHkx@0>+dPE}V+qjp;1$d0+k zLywinvHNb6ChoxW!P=E3=z`eLFSxwMj6du}0NRUbw^gqP9R$V9i#q1zGHu!tuu(sL z(fK_8&Lf3?vUgw#Ur-hp%pB#U1c`Jf!JpQ^W@)OaCav|xRD(MG%uzf2_Zh8Sg4fxeWSH$=#vRVMec6Gb2T*dw4 zGDE5TJB^25$tNWVK8D!^cupYHdoLEBzeP*ww?{TflVS0@@x5Fm_$RO!OQgeTas?*f*Ispd-YVJQ&-`t9p(|(Q4wa=o z!=c>6h`C9h!x6ShfaLRZ@_UCrDg*?=cy1>hVm&OzRQ+&$Ii4~zGAZ(=w>ERpby&SN zS;t{SRd`)+!B&;=N9uk9#!5~+-g&14d`(XAT67ZEWckiB)L5|t@p7oH>qwl6d<4r3 zxO#Sblkj0l;P8OyR0rv#YG&UVtk_Grx$alE28=bNKi5i753L`jD_!x+0b3yjI2rnu zg>py2(^H9Xb`NbYmQ$}TpBm2us!KmhY}Ib5w9=h6nf9F7fCV%Ev%|d$9bP1u|H*OS z{jg(ycM%Da{~-xWHpV&OJKGBVF_H0#{pj>qc!)VyIeBGM9L%d@dj9vvoXN0KYp1T6 z%KaO2w&MG?TksJJ9~k7dZCgEWb=!UbLPfvTEg`?sncv-{ssER-_`cLFdnfu0#h>CU z0I98_V(0Fncg>xDw&pvBzFu%S_Il=b>=+5xieKVMcu-rOU-GN394lA&uPnc_{@x{l zr4y5~WCT-z8-8frbgY!f4O{#{iQcCp0^BVy6F!cK{$X&tbXVfkO_N_?4D@*y|AMtw z?8UV@&EgI5b0Pt8Q6Pzh=x~xa*k|-Gra_#rYJaJ;#y>rE;azieBa3y5$d5k*x3pa# zRMT#MLfli29P@*o=&L*ML@)i4=2xlY8qy#JbaM{9c9 zpS(nO#G3@VKduvu2#o6mqf8l%+F7BEZf|%CN8g94|1`zA!Tm!(xw3of?fRB|Na=!9 zvB&%LvIe>+R!s;`U{}Bi>oPsW9eG>N{g=aIw*NaW{9K#;3E$$~>F1yN zBufS)kIV?@mMNYu79&`cZo$&WK@lUyVu~w1X>eB^hj&22|9tXBp-oMs)cMc+F|fw9 zYj*aShreYbSL(Dk+{k~pJj(#GwFk2k$lO8E|D(=H5l?$vJ1$y4?#^Z3%kV31XYn{2 zt^b4Gc}GB*yf2J`#ow@t3$h*sd4i!TmJYuR`KU#hdF4}$ zUuYq5cMF6(5x!G=)|>OsNHxaK!4@==HYH`w4OU}CLyHw~QZnKU>$OAHJV{h*+| zYBc!cSj}e4?R;GcOE3@0ih#tryvIKH6Q7d0qby|PFpBn9(_^awd};$^N5TL|-ov~Z zY5fCGHXMKBTdJH+py?jI#`kC>h5uyMjDF)6kho959@uQXiT^261ef$>+0HQ2vvLQG z7+Y@oAc_OKHTc`?E^u0<|9KdcMgBO3vjma`7=t-(X|koL*sZ~P=_6MLHw?@cGBld$ zXMYU*0Vh@UA1AnRuO0LcgbXS;f_cCIp<%-j(Ysd4u0L zN2}Rw|4$ZBZ|}rKA3cR5fur|kax%W|)dU&|Bg2=s#*1~l9+T1!yk5fi2M=xg2aDYH zha_}a?uKgc95_r1%im4^OyTH+T{HzKMvqEL#HH%MfCEBH#eIl#pGXYb8czMTt@IA` zUMiGU6OB0`o;qx7%9G$O#tnH@d;-TYgT-Qs7!Pv+am2(#-}~lK5XqE6L?CC>%_2JU zN<%HuQgSmzq@blWP<1K0yf@Q&ZE53f2{C%|D~}f)=aZ0NQy;fIvp+L7Un};=cskAzo9a{dbROr-2I0j z!N@e}I;MclE{beXm3aIhi3Zu^r7xDQTJ+0bZ$G_i_Z>5nIna&Lew0&+(QorOJ3m~s zY-Z7!KNpk1;o+IN0b>zvJK~$g?(cg>9CI_>EqePy#N+{1(KB?7v7x$&b_K&a7m8d8 zP}bB`Fk*{rS>QRlS~z!QX|`0j5j4Y;^Wi*$;6-z45Q3Nc<~EwV`g{9)d%sW|coHQH z3=DF|N@%AB9{HPAhOmQkF$I~|Lg!^*p=>BO^r362tv6TNG(p6CkV}}ZhBS4S-A=q0 zeK>iQVA(B;jZc2_5Ph&We~osk*~C8C7;~qtCh$=e&dIb!I!|kYwd$>Kq$K0B8(%I| zRaXxYWH=BFz}d7^<^4KT&qWicl|tm^ONxyZ6JD9CQPtAYs`t4MD_3N2fB9bcw`w); z&bP8!-MeA>o!YQR3hnLvk#UI6Z?J9Lj`jk5J~9`r!k5?SoO=$_hZU`WxHtK{v}h{D z(&WYsHNs?Ynp5xdjZy?T!6_A7#AG}#E88Pbgd&Q1U+~5R*y=l;8jW$ECHQc{6D4)a z{fd0uY=KDWo71{8Edvu2kKdvp_Ojm0m^GjW4a2XYAmVB?*xZLr1B&JL*^Is2WFC zh)7@;sVy#hO$a^5{${qWxa=>b!B4t%$b?0GH%{11faepSuHTXqj|Dh5I`*FNqbpTZ zRu1GSoV~Pt#}3n}p@#XSqIotXCze`7Niz0XMqMwVsT^5o?!LW~zOlVsyR&52r z4Z1vIJ(Lhv-Ng|j3X6UEuFT_YbfHJB2nGw8Z1`fr$l`$5DO$)YdJk^QD@I0BkeCmT z__lEG!$s^AF{9T$>pFPQy3;m5w2nrVTlp+p9X#pVJoabK!8%sUB?)Nmi ze5o)vj9|)(gbGST=}~&JPkzkY8{(<;xILoKLdc7A`pBsS>oIFwYBWqZYakXKHmHfniA=W z8KM^|&Y$jxfuM9WuzUcxw6K*KqGPydp5qtje&3!J@qy$xH*z zv|W~44dr4Y&raCv5he`;jN~>^hTk(YGo=UzTo=dYT=jsVbUHLS`Cgtg&mU261RF4! zMoz|Bzy!z#i2W@y(K&NRp!V#9=&f?n06Y-o`-87w*3gGq`{sX7?_N3eq9y#0!R;TMODI^sY=}k>}>q)G5$~&FS?sOP_ z=%16C1W}c(HQ#aq?6PL)9V1|-%kyE@1C-(Wy@P8Dz33FO&)K%~pO2{QTI3lCS; z(TPCk)RR{4|>Lkbz%Fwn#5cK`uzKH$%ZTfG~%bZk||jEt{9OG`-k8oEAXuX+N}Xjzg* zKJDu4)KLJH_h)P8a~0-iuv4#u3&iSDbYuw-oNF{8%{$&cRDQT+=6*|vM8<^uCg9n= zVVZdJK_5j{gZcv7+enPab=I;jK#9v%UibSQmweJ*4a#=fzl@|U3u8p7oMSaN%_GAN z_NM3L^Z`WA!Z~3_8h^o}AA)xbsF?mqajjJVearFDm-uJ_iXrDB3wy&Z>%QH0OSfhu zKluu$fW1JHTeRp;HxflA$i*U0w2e#N5V8b>x)&kTAQ4uJlgA+s)#idc6rL$gHl#ov zy1a2>QvHuegD`W)YV!)~V}TYm0G7ANl}pFaFMim3X`Tra$xK|Img=?ilvif~gvN7I z?3QvySNo{*sAEH2-NPD}>8Hq0E>Mhj64u=qt#^G zS#PJ%Z1ge^%92ksWL?LZT_1vDJ6S~$($<`B9FOtAiQzj&_E`Y){SA#Em-_8KAy|@H z$0lIpdH0U@>5%;@E_I0gy1n&$`Y4hT^suuiiDSoii8dpyZC`*i+dO7FChR zR*)tzNVbq3{+sM={WrX?{kjKcTt;Um{a0rFTl4JF(ANJp%Ke$$sIK#%j9wk=Qb{xU z{eli3+&5R;--Efmym?4nw`|QkNmjOMo~+y!?{kN-$yTMiHxvNlM#pYTxah+EV=DTQ z(G-lUmk-4fjDv8?>Whor<`)*GCZblf>uOH~$-#&>)YltBy$-=|kDTk*&92cPAb7lL zu-$hOOhv^NcdGZo;`{GN&*h?j`SsaVudN=VynH@nKMIA?<0W0|;*3i)dEHqawB%Ht zLiEoFkqna+x9f7w2FKK6w3sRkxhISc>Rfw4J`WK!5j;@h01M%+gf5SaF3Ta=0W6uz zQ7eo6l~e`CAQ#l{#nYy3Q8%LmZUDu0F6YErdKBH7e3#P1+*}rwE)+uY!WJMY z$>-3BYL#riWHy<;e|#RwT{LVy<1R6zOEl)9dCrW_8}p1Q8MfW@O?LLgQtq1d_&m)Id{_b~jk z;|2eqU=Pb4??I@on0Ql5V|4$4FYRe`4yG0sRrbQ5-i6pqDv_#;g2W-lpiCllct~*6 z-XAF|$Q2i<-W=DJWuX=D9@#t~E97Nj3n={R!8w2?QzoF`z|JP9u<-^J)NTB!#l}nH z=u=1GQ)uWiRHA@=Nn$VD?SNb%A+hhM^$M3y+e;TX6E7p@s+!uJ=3K#psOxSpR ziTRGMC7l$&3M+%cOUy_qZbYRnvPYB?Z$jAOK;9_h5pqvPP@fP_&sd}4ZvQxu5l|B5 zr=CG+0_YhqfKW`EWswfDSEBS0g`oMbw}q2WnKhQpI4=P-Y(y$@(X4lof{{@iPz=v5 zzWQ59j0`a3D$~D6WcvS7GEtrs*hJn(6Mstpe&l9m#`%NSz%-E*7bmf4)28_u*A=^^ zPt-;4R_66qWRL+_PI$>?t}rbphj;12W?>d}QBYDJH(H+(h-5MT{PpI;fy&lE7!zzR z;}caVmpEis%F4=M60ZCF`SW7F6nLF>TbJ9oci+m%4@W;)Ced=`iOb?x>C}fmcMiF4 zKJX6tEUK!iqzHah6XS+z23PgO2@d>SNr*J%Lu+n8@l7k-mei z8pe^c6*Yhr+|=3Tdd*LrIyK)dylk*k9<}HRN0V6^1ll4T%1OWs)$x>h=JMw}-0@B# zbZvWJ`4x{zPaEa+^<9C%Rbh=q4h9G(?}l|}_?$m%qJP(zq6JPE`CwL9a=rhy|JZXl zMzJBv_pXy1RpJLUvS%W@>BEEK$-oM$_g4P#(z|mz!62&3x9?MMWxHJd>n~tpKC1f6 z>-fLzVLHKAk5^ach^3GOxA>s!h&=*u3RCF(<5hs&WMU7H zLwDkBs5J6}gE!6pZ--bFzTxDjlht;G%HV2n%wf3T0YswOFFzU<#RINM5-YF#bRYK0 zqz;osGDmPheuDfoYs@iCcO}~&7fJEp*(WdtfcrsarpvXca5^(>5O%vjn`a6T|1Zm3 z*$jlchP|A&YI1v$557__Z-JFM_qx@ahL-j{nkt*=ofOcif(HsVgkwY5Fh5>^W`#p2mD0uuZPA*z^_0cn_zpQbMvFe zxBy#fD$FQ&6mOMoY^`r>JfOZ06?iIw6CgndjD2cyb>><}#tn@SNA0G>qUmV^2+HHt zMWcBl?k%moEKNZWn*<;MhdiC<`$RR5$4p*rt%P& zRxGw}_L#dG7jElQ%lO_Z8Ybq_4K7I{e21hllGc2~HAVv)#z4m-;6XZ4taM8t7?Gt1 z!_meZBq=XA6?DMyGgraam)qv2(p*!_e;0x>f)JLl4v5tU?Mi0(?pKqI|)2J*Tf+!VM+4h3;+lHWYo%pYa`@p z90ue*RuOC1 zues8ow-gLhY4?uXQ>R@gPD5pJ6e=u5?k-JX6zoV6Rr@KTMD;+Wm5g9Q zvBUvFp6RfQqARUcFC3>@YJ%9CvwIu%+uaK_4G>|YpMc^o5@MFkzRN!2DRL-^@CJWw zIL~l>Qmk23T}L%hek&G#i5O+WZ`WkW_LN`lnnuJpODG&0<_{s}+8J%)$H2V!epw7T zWx>3d#~r{NN@U}swWZY&Oe*8v&;;Uj81w!pMS!6s#)g@<7yz!3mB+irQ`_j`xedjG50)P4C zmuCj0J9J#;dL8Bm<7B21HejkO>x>33bZ&I07(dR{|MtV)P~R81t?9}P#24%GQWWfr zM?0ZpCDW`aF(*g!!MnPNU(WbFf>Ty%3{&N9p*e7i9be2Tm;>ClurL9>DiN;3cMcI zjW1{XxM|eR1fWT%X95f3i`m4q4$%+WM1U}A9kUunr+rrfd=&XsR}S~u%JDiH0M$Z0 zXWlHZjR2zc%1V<)Ht4zkNhFAsDBQ@uX;5^~Ct#QlneX%iWJw02y~61y%*z6!WJ}7* z4+UB}RfFdNQ;WY#xfSKMZct}_00J7C(=G`(dhV?jjr@#DSPB%nsGosa$eU0jBvv20z)|RA zZ~hh(p4H8OlMqL$yaa2`#u@`NJhrVfRIoh$!3NoNeAQ2ZY>*IwUS0oL?U4ato#S)#tz#@}b5MERNT7Bmlrx5Bg>?lC19J)8cK!-}a}Y3X=Ha2JVr? zSa!iiB%&x=^{qVbeASU827g1nBW>f16mJ8!eB~vszfEC!rH|MD4s7e!>Oh`@ zc~@cAYu6M2wtDxsX$Hy%Xiv1<#k2Jnf=0MR$HJ`J0m$)T!gnQrjUKB*BD$?=*Vd8m zhs5jUUcFVzGukA;@?6%F=i=behu^23B%p6bjy^>mX^}8AhF&kX<&2+Qv)?m`tjTn` zWdYO_ed+-g#F@92??T~Vfu@HM3X{~x8Lg)F6K8aBQtX-z_k$hDcWlq829L`=^u`wr z%+M8wl&*THy?X{dv*`+As@2OY_Td5Z7_uQzCftHkjX#MvMXQe_%{z#HHLMqVf--*d z%_eNiTTjd6$|W?nyf3rZecSUtsG`&W9;+4ZVCV-kbL@K)(7Bv}Y<$X*JHP;V6jd8R zPS{9JtsPBknXd@lDB3d??%ut7r~3@A^CHsNJPWz;L%Dsh@7Yt*Z&@t1pO9)XUrlzKKP#@L_^2(Z%dJG7Bss$N<(wa^t(@>3{ zW?tE3v<6SIdWU(%x3%2xS;q(CKCn>jrmX^as$_-xuO9A(a>9p5?Ava6^VLItVPLZz zpnXE}x!XIy1AP9`qep42SN>(UK6toD`nSr74e{E5apB)ujw)QWmZRcE7;-n{DS$=U zHjZqA5ss0#o9hZ-6a3C4J{GNbQ!2cC-5E;b!0I~FZjFGjpW}VXt#0f<0jZSyhDXIdn=qMwxwgv+aqO;Q>@=h({C)+Jzy(%Hs2TlKj<4~{`S3|e&n)Sf2d}$A3b93!+14swR zN2!Y|6o+%bZM*yAjhh0$myHh)DM-B|2-P3d%l}kY3oetW*}oVEp+2B7PIzfhEZbT~ zebi+p&vxNUHfno<(Ay4Ze1Z(XsEduNo*qigAV2MH1=i$f5gDd><=<8Z08w}X{Iz0# zbUUaIHprHH^{O1GNx3joQ}>$kuhd%9KrfReNZXwnii)5d@}2ML&Um)8d?mzLembd4 zg`ve)@7OtUKoA50@Bw!%PiIs4mu~CqLY2OpP9L`s{6hXfa((9lEJ%%U15hBzjW(rQ z#eA#b-V{Ds`j~jL6`?LI!ZxA|M`+f(vMv zQ7US&hk2?Y&E-^@v%t#Y1mDEl6QNE{HIaf23vFGgP}`dXm8vyRB-@$vl--DAef5)T zuL_gH>S*9MPM!*{2SFOQK9ejZ=-vR&%?%DLI!zX^W?7Z>&GQ5`f2$^~zpacIAdVMTh{-(~XAocP<-u2?ubT3NW&uO-VO z`~WlsTIyjIu0>9L=Y{E`VY0a1p3*hXj>>&dDbJ-Ri)tYdQ{j=W^KXlJAjx2cTg){M zDVaR|ykwP*EKhqX_0Iu1#q_zLnh>KhAB+9;-s`V|jAK-m29Mu_rn%ZiDzWQvw%CEw z0CUqm&a6a^+8=ED!LqS<65OstyCrVfpr*t_RSH6@>ByE(>N`?u$Sq#(L+T;3mZ&80 z^pM@S;%yOz_7hOM&f;p<4fK=gR$NbbP+`GyKhWMHlz%_8x+_>|$C+~HkoR3r8USYk zaCImRpg?nFwKVh8DR2n~IK%#S7*)_g=88&mRqlc*OyBTQZH`Tdfs={8A;X=9BIGYR zpoNk^(s7i(1>Of2(q@I{Ezl=$3l~TqH^nG0DkvxWnL!MwJTU6IQS9F8Nba`{2)>tq zQXz5x6xBl`eNY`>yTV1-KvwHf+^c2`lpzF4-ax4{HjeCUR6s{&a&sT$r2df8MfI)A=|0qzl*neG@>0GT0~K5-<`aj*oUw;XLc%r`%Y?M%d!jb1ZN=X$ zGxIsD{&nFwxG9yvTR;26*tmz$g(dPHhPuWCn+-ML{nm&?!YWevbTc;_5 zC#xp<`|$9}RlhT=1A7y^b|9MXGwMA=g6etJ_=9vTG({u3=n6hClDtJH!c z0dp%rGQ>;RPod<;yE^tM9bTm7p1gb+&?3CNM1J7WGAl2-f^=GZVSS@^wl+AtS*e9W zS?CD`?<)-cYsCO0`-s+UGy&YvBII6wZPU^|ffM4eUP8-x=nlj8RJbAMM4fEb+B4x5 zsDTz>n}exfgRdlFu4Xl%Jx$uGQ4wl6532k)>#t~Jiyx`kS3L$(aQ{IYjTXIeCFA_F zcLuu?BJri*h@T8N&7n>v^Hfv+GbGT@=koXT=M_2~kaZ7}bqh=GPKq{&VdWD=7fy{X zJR13pt=0_50c(b2$lcC9_~7!{k^IW|#qiD0?np0Q*X!uV`KHRJ- z*L-^aQFDbWh@{E7n8lg~<~oFNk0cLM5Xh&x(*s7b*GKkeU#+SI^b~cY5l{=p8Uw zSRwEJQDyxj>PPOJa3g+Cg-@4hlL$HR^FK5z1L8iU{OIw(T?!C;;0Lf^q<*r#1J@+f zg4+Ai?2D+c$9tBoUiaX-_E+c&)DCXHIAQ5^yIv$^k{lb{9dYrZdu_6l@6(kYSj=K*#* z2)-;`!2^)~d1jOGfT5o>bjf7-(!aP-{HtOygLB>S%YH^(^f@0`+<0Pc!@4opXunRH zH?RCA&98%yq;Z9A9#O(MKi^2!=FrbK5`#q%Xd=Z;bC~(IY~h%UQgbtsLNOMPgM4Jt zF%-ZD5pfx^;uCQhnk!^XkawzAgSGm;#^22fe$B`&1h0!QeQZEE8$7;aA|S-z54_cu z+CRjO74VAO->7MY+e`LBCub0jOUI|s$Gq@Ow;oyNeQHBSN02b=1F2SCq;Pb~PT`c) z>ANVJl;d^I@RO+7R`kZpx<~KiW{;qtEpydqU0*$JXq*MdjXszkh`CV^QBZ-o`?J*m zPuH~d3=Mq1Eg1jhf6q^JR%(2tFp3qRO@(!n9%^vS(rnsMTEjafrmQ@Ja2n zJhM>^9-Q#4uW}oI0%6dWTuhwOWv2^au<9GNquwJ%8{CC=EEnAZ(MfA0-~;DzHWkFX zf0yBfqRNjk15_R=a*;x-b2FxJyq$@Q#k^E%)l7bUPl1|G4{BUZ`QHj^mfidFZ7@`9U3B zJ`C*v)e}#qk(KpJ%TuEk3($IEp}*C6XpE(OBaim#^FOlNttub-dz?MAG^Mwa$z$26 zeXTL}_!Ay|>b4^pS%~a1FGEvHkTgGoUgi3kSm2#*xvST`S8NEFliBXgkvfy5)uDVmcT5 zP7i}67*v|~0|Ns|SyGIY$l?xeU!<@PEH8|P4lnm@e+O+$lObu+Lw<8)HbX8MlA{+nkW66g2}%El+Rq zGDwx+ee#mB{a7N#f~)T)mf>mvhP_cf#iYc6WPHmNXs7GY(2cA?jDx6Ymj|`(^8umM z=btE`Pk&Z zb8YD6w;Ks!gw9WvT2}Pm{N}-y>w%#r6|pV`BE^9p8MD#nrRxmlP0w@ngL(Gt4bvDOPmbNI2hS8(b=oU4fqF#Z2wbk1=cE_3i9#|RA;#bNvjHf~rGijV zu<9fqUUQP`@{*k7x*N8L)YCfs5N2=0-*K;wbj=Lq2UHc zM?zMXnq8-TobJTErepji*F&Pnc-p!v*BX^s^H3@r0XGb^OSB z)!QD7wM_eU64=r8IQ3OOez;#-SXUAnAUol>qm^TcsG-jX=A&gmAQ-R;@0LFXT;%j5>t6%)X+puyvj2>j(2XE>s|?fDe>&d+lVz+2Ofqh! z+^_S-SL(TYos5wWaNejK=jSkgZxLhfKcMqe;n5m762K^q+Hwq==`Gx29Beg9YXD*E-uMuD`N%&BpfgJxmb;K73^=LNgU zeaqLYUD`!BP)V@$wGB}Bvw=92?bJAq(T-!-w5*G7ctgugZE;_Y1tC z61>5J5Cs*)jLJ^VQ#g2zKa!^F@+)>MW7cZSMC_%mW{5X40=RCbZ|+0q9^L>2iytl8 z7uGx;#2QB23ymuplLb7Xpd9hg}CWDgp(-$58iB(pn$ z3}YkOtvR*s9D_>7XdcTh5O&Ly|3#;*zk?6qxOCu6n|f1b6sWY%&4l1og)77_vdSX8-tm{hsTiT{quX*h|- zbv3)2erUSAXDe|g62JC4NEB8ZUkAg$XGQ9U z05Gh_&VpPfF57zWyJ1UQVe$&f-T2Mye4`5j|*)g$Bk_(7;&!KpsA1 zEKvYuI(4x4z07+UdO0MKoB$<-Uw5GY!s9($=*Nu%=wpeV2-<&sLYiqUA>P?Q zX^{$qsmtG!x~&q1`BX#E94W5o#e2MyS?zi~?o`b6qvS>dU1N#1P+W40^#!66if^k0 zIy{VcU1y3BE-B|KNK!}nQ^-a6jwsyGTz|d z38Z;SWlVEX=ZFN9;3(V%MIBw9ngHChAExUsNRjZ|IKfEtX}SgbQ*Mp7B9??boEQY7 zB_s@@2ie?OLXJYB$$4Dfl?oZ=Fopdr0dB17Kd`0ZU{AvD7I3l$P1f4Hp+_$mM@r&0MWCdC=efi6uk@na&Ua3_8rR{6 ze#3pW&>RBNYZ2Xb1W(}i1W!J2qi4-4d!Q>r{^EH3O}}=hG~T3lq|ksgcn+O^Yw#Ci zrT$N0U-;d|@;=#B102an&SYCCy_)B`?O!W8mxjAidcN4{6QcErW7*6K3&oBa+hcoa zPX8PYh-{=dn*R#T0tjuZo!GxmRA5{}p#L7!(NwMK^ystkN08~I!F;TD7~}y#?~t^W z^O07^s4d&Lkjep3`1>Wm@?(#$70-1B-S`2eu+6+P!&ox%lFMPYfPCDQ`43@%<^5@^6j)^#>kwwbt)2=sd)riFyNF*8f@L ze=n$xlts5slGCdL4~_IiXx1aDW992vpT$ty?`!mwdta>H^Z(u!&S-w~fvs0r^81QJz)P3Ii=-fk6S;E zRX)Y7ANII2wf7V1Ith=4GEy5`q#YU>*b&?PuhVOtU0^GPI|0k*w zssxnv52znOdj{zTee5oX&^*Tr$2hh8zC$t_%ezsr7zpXr5=Q>wc0_v{-qf7Izg#dd1u`mk)6`G5l#BBnqtWa~3*IFCHU>6~g3T~#Q z{Omt2fak2M;+vZ(m=uHDf3`JLEzr%8_l<3;Af>GFSN=Wi|CLCDZl}7-yjy{kSc#kh z6JUSM^iSx1IW;~5*h5f--d@sQ@$g~zcn4arwC=T31bkL9>rN%P4fi<1ObSg-eu7-H zs9)n+%ryU3-w}A<9J&h>=W!NOGKU=M<&aowAcC;%hy5g~>N~@12$X4m+ivJ~|D*P`IO^6X0sUSC)^|7cW`Jk_*lL7oKBJWFe z#^?;)suB}LFARV|xgMB{cu|H2^w6u<-k%=q>zYOpnLXVBl0Al>9!NuXh>@g_G~}xE z(<BVqAh$O#tb)dg! z^6!4YWuc1O#VFAkMa#k&K~J~$pz$k?>~*UnHkCvcN~Y`+-}nCcznZ)9a46gTKhmyO z3l$|wBTFShiY(bOWX-;-5Hggl6h^5~N@L$8`z~9yK}u;XF=Uq(g~?Kp5YG3W@xE`J z_x+u7{`g(jIdk<#*UaNt?)!ee+x`7~J{;^#%BYly30X0&L0|cf#UKcqHv{+QQlFNq-CZ+F^Kp;H#6UK1uVNA zaNW%|*hoXW{f_`27Mi9}zW3t7Ti@e`bb`p-C`SJ6O9YW>LN(}G7z0p|@&QbLG7zn+ z5>bB-5;igib*0H0;uXgL@4I5WBtQRr{aq-)ZP_dRBJEFfi(C=sq66)IlAo2g9EEb; z5LD=@fDKd~v4mFpFw$DwQC|WDHS_>b2{AfE+2w|6rEudJ9@^| z%`Ky#;H&Ope@n~#J9n5JI`fXv8j%3YJrC^O>2Vj|uDLFEze4)iGKvX*1H6B46eL*&|gi04bL}_t#?n(-AJ! znqh)?wC|z8rSmtEcIN5P5%M{~uMg8o9H_$qK7365fm^zufFbQ2-QJcLlJXNdve8y% zJ~|SD{6InA;U7&m?7`L6b$`LP*L`Q;rL9jy-=*mGM#sz zPXprnhurJ=F?ZJm$`Xz;nEUC9HR?9m;`qFUetmF6*$Ax^I?gov- z(Hmc4t^*1f-T`i~Z@C#bJz#uwN2t{%+a4(Dr2`PFwFURkIr805QLbk;g3Y21d0rN0 zt)Fx%L_X49PK<%hh8=S4vHm(~fKZu->S`sY=cJa@x6ad1F)=#a_kx6#U@aJx;A4TL zvW-HKNB!9F(TmBDWJxEU|CwAd_#5pfn)|NaM3+QC-wZy9ftUrX=^Z*9%~Bie2{1iC z+_ThPgc!&Cnzo|jHKoDWM{>}KN@m8Es1+rZV8?L zcff=d^!}g|7^3g>sHNbW?or>1H=!OmCTHkah7bLTMBA^ow{w#1PXMV@OPQ0bKl%w{ zz=?*1^cnh4Xu>GPOTs8u-mUu6iZWPjSo?F^^G~efkU;Z2@is)KlD))QtiVbL)?>La z_+khtqoj9<+gbc=pg2>PDoeNGu)!?d@l5Bhw0L|ef6^<$*`MpehVr;3gKCTco7PU+ zbDeu!u7fU&!TcHl(!Tot6)5~~O9_O~nq*L72X&ASz%!aL2rZql?5%N{I`%527|nel%6w(u zwiFk+=`5sh4#KJX3UW}F|D$pN0z$u>8n(EW$oW|uQ3oCR?0YKd#%lU&?G2Ihqfg8} z7?#+-#-YMqzdY@~bThB-&`#Bvk!Mv%*k>n~!@-W&`NhQMlptcKD=hrlnss_<0~E9G z<9AZCn8IHJRjn~?Tj$=SE?(GFMW3gLjjQ}(2;dDjuAtlR(ChB>WcQy63$)|^k35R7 z_`1Jx)p6YjM-J~M>tMB={{E#q!{sol3F!gHjQnuM5<(~aw#lu?KfBx4$OymViLGzs zrc8&FV1D%na?}u|JcW!?yB%UTW@vBg*|}W#I(GkWJGb65!8rSvO#fI&=;FGEwW)U~ z=o+`Nwo$(zI2RWg-Z52w#D=y62|RN23Bed}(>AVQKL49vJ-l3odDJ}YQWkc=ob;(w zjy7=B1UFB-lV{vZ7GGtvq?DApqNDiU!|U~Eb`1lBgld7@+}s{lIPgm%q6D5=Q8fxh zv04gh{}Rq0Ze#gHMRg8sXSZ-SC0*%q73=V4;bq;jy-L?JJeGtuE!}`NfRr&My0CQ1ADqE{QB@6o%yGwOzRR@wrok6m~hevXP6Y2-F9uG zXJAc0f1QN_oaaj&X)MsVGv`_IKH8mQ@)Z1Nkry=J`YyFo{Ohl7*hZzK-lG3;b#-0n zfAmNH*{T2bC^ps;6dhaJ^kRHp#vnP|exxn^!eNes>*Q}(4z;D9#B3pWh5)#(y$}Z})C_F7F@tJ8FlH>B~R~z z)r)ZKYY-d|oUU5XH8ku(58w_;JqF+21?`e=0Mdo7F9yJqH!{iQ<>h7V=H@07v+<>* zr-RtnTyJ37PT*>0CXIk_==n@8E@00tAdyIvcS4!MLA0AlsSj0Vb5RQ1mfY5+!^6YV z*XD)j++mZ79|t2yInL#o6cDg>e(->I%M*VVPy$IPEEI*o`li?=8(!Aa;Q+wcl zP)Z2!@*XFK#KdF)NLn*AG!!w6q^L!wyn3Z41$dgAQs&9z{t@aS$Eta^a1lvqX%bh{ zT2j*+r?Vd#B450C(F!uU4`6aKGBQ-2-R0_l^!0d$4H1#%54R@o;JjuS=#wHoTNc>d zWT%m8AnORqqQYOler^2vvANu<#Ikl}Np2?}KfkcUp=kd46RN7^mh;z{wl+L}u6&Xh z85H!A+|IazYHM!p%|n#bf5$Ly3CqUX(9kfIs;a8m2;#g^#D+(Y9x<1sXJv`X%gLR< zeYnjo(g1>}Zq!_p(o=vSh9e>(*b4IV^Yxn!e6$!pT6O8G^^sWhu2DBDE33XdX$c7<)NO$s zhR3}Lu!Pp&3k)SNp*}u*l9I-7q1c@G!{-yX95CBA+`ZW)RU@8c8I7WS*dZrQqCDb| z@!VaJW5PwQ1LO)FbE2qnVn)rj6%r*1qxB!XUDp(MQ+Z-8VAO2ah&R zvE_X^Kmb_YCt)pCp{wuNx6wSh-B)?y5{z2TAYjT|OGm**I(Dv_Sn2$+Nmo-dh=cj& z)vH%oxwvuxPeA=K^EFQJw?{PqHQ~X%dGjXf@cC2auJBCGeVlK`8Wwd-~E%8D`_UESoXSC=)$%b53+IEG_UI}yk+ zxH!~i-6%Pqnk&<+ZzHyA(-kva-B9~Woq3j~fI?W9^~5-8nwVtWxUmwaEiZo!)elf_ zOh8~@J2daSc{4&-43Cb^eEaqkt`$;8K^d7UH)^>^!S-$2boBK*$f3)|3Pz~Sl5U?O zGHs%xqI9&i6JugHo<4m#3>BWCuO2?l#>M9%*VP7DvIPVL!0ZtFFTVTj`t|F>unnvQ z2Bds6vVCHucuzTF4mP&V!D3i3#3$YZ1DnBQiaGWl9UL4S9%^|o z3m7Mt!55o%9J!#t&d$De^=eIEM&tDQZaEK-{3(}G0x}bTyu+2bF?|MVPuJQ*eUV+8 zoVUllQ#V&7Hd<4%3=0aa$XhmV-I`fehIEt#_U=8YrxzwCFAr&PQs`cN0desX84ZS^ zAUOK%(_2MOZ{*l-wBUEp*Ad=$oQm%Dk^1p#Z>?W3GS)*^PbRc1j6kldXJQfqC)&)) znp8ekrV6jG2O!`#v$3Uxg>BhyPBO{P&W;mgm(F_lP@A8hA4v+x$`ZbO`Qk#}U*b}_ z9u`_(3r{C>lS3aHNn2~{8AV18OxCjf2()I;>aykTv@K!8fxaPvu@yK{i8 zNroZ~kkgHP>M8)9k8sjVqvHs$NKioWAsvzNP&^~s+0x1=9SwGJSXt!|@t(vw~ll4|UaiT3?^Ioj!W#$?m##Kj6HeS(%n1Te1n&}l4CWoTcpv`DJ6s*;o zV*0Sok6X`n?*OaY21q9mF}(Ph+x+GouR*87tQ;I!0|OR;97nVfsl~TXT@S3tVZ*R; zkve0K=N$`p;d{@Sm)CB!rY+AiXOiq^W*yaspMzb*)`to*_T$HTOLMG9n^(j+!KCx> z@}ib6aLHAG%@Oln_@Q1h-qe7f3tBxH9zAOB4zK>pGd4E%;0u90NLO9`4t2W0?qWgH zY`5t(PdygynvXDsWnpA8xxDw=`}$zwnVD<>LW$pksVxCfR8T- zJNW+n+0SpEnvRKFc(2^Cc;=C00q=>3>d{R@;(f#P>n&fkYOkQ6IuR*_cZ|b=wvL@D zDqlI5wMXG<^R3&r+aiQdV{x$RWAW~@leV6qyhu!f0ANzpLDqZ@Xc$e&@cwgVEhnWw zuOB!I1Xji3VCCfW?9DE09LTYD10Dxzu6M(^$?&+zBFTs@Hb1D_Nc@n31({Vqa(iYG z55|X(G&f#lPAqhMO>$ct%AJOmkkT;l#6Di>OhfjLq?r`^Bhu3S*Fvkq3yX{GS`rn3 zNNfR%LnN~Y4<798uX3;kTP~-lsJH`P03z%_SgCx<`hho?`@WinI$7t>Zxwe)dFT*D zy?%Umqeiq(=$TFxNzxv585Z?=zzc&EGN2K~y>|A+3l%FH8&zV8Mm)_{R;ez>t2jFs zP}vz{F9Avx$U^quIs|vcOSsy3hpgnXiArguP^Li3MwJLiD6U};v#d-%os^u+kHsnw zCjqZzpq^ULHw*CJ5nh=Y|0H|!^thOqUZzmSSZW|i`trAP;Z&K~q1{&2)+$8w&NRkJ zl^Yi=8-q8TdZCgsjMjErZ|^>w$3)Gl9`HD)caGSai)8YYr!rwYRBqh&8)LM`dypl#~QSL{4fP{p{QCIc=JplynyOegpjdwQx9p zm_Z#QBLUnj1W@S&0)ZsCOSY2I5zMRc3TozJa4?^=v>8;2!@;PfpG*yjkI#juCNl&?UMP@Jc9>P2H?rR5?p06F(pT#6lIVPiY{VQ_G2(Z43uwIug|Y1#W% z(i=B!{9x=@Iatc#+kCzxzC5bKK`+OoYuM{hbYnwP(^wVDH4T_l(qNeJzUl1;&-l$i z)8f?Pn#a7Qlwe{51d(40nx(0eha2qHVWmdxt&40g@NAlpaVs~4mPW*Q`MZ$^z&Jd1 zM?<6t@PKVoixRD;SS`b^S+k}E(4L8pAIm}TD*LfHULV|JjC$(h+FDl#d(VQs^7xeh zY~>*1;=uL`7cQXC5katP*UPj)RJnP_j_jl)ny)pVAJLaG`{VF zSIX|YM-zR0eFg8M;VBV4($H7H)(-!l8A*tIcaB?ff5E-|B6aVc3r$GG-*@vxyCYr~N z`Jg^&NL9eZ0f0ZPxcJr7SBO%;b$7evx>8?3*wRjnkB^7u)*^s;s@q=#ohDs?mVf6?*_xV~Q8NYx24WH_YTkedAuR#Ril#4^}X3aVg90>#t1Ra0NOFgRuw#iyBVx2IgjFIVdn7=16UYVMq|6 z-=VgqW&+}e@4!n@nVdf~w7^7QaS#-iT6%&Ng>+k4+3!Ph{A*q@D7Mu2pmkg=-;LJ_ zPJ%pjy8iO_nVHgM8KXTVnGl^9H4VGiK_4P93GU?V(98Rt+EDUmIV#t30~qDiv_ zabeM?J9v*;>*O$H?$bO2rg}h@J`_mB%zg&CS3PIV9M*UCS6(iG&^=W(T##Qz2AuAh zdZM(aBL*XMcmpbcUsOJIDsdSjBM;8F1Yeo%IX^$ogM-iy?+_mqmEq^Nx(GZlJPTUo zphNM=tsHhYTB7%Iz{14R>QL*!K%JMm#dqL<2H3MtEtrKJIRUp%C+ z+E!M{Ynhm6l7f(>ohqLnEB(lc(}tz~ZLBYIcGd&P+|!bi6~W`yP8*fEq+^G_e|`tq z5%CElaMu&&)=@;&G`7OC4v^L3rL#jqSjiu`O&9aC3k!8VfBp;%p^q%ff!dc3WTk6Q zL&{|eF%V6ETg|2^=3XCu+-(%5+uaGeA2EcRft*rC2=9;D^#ROa4{6Gm>1loNnR_(i zvLGnWNJvQNlSY#ROlJvb3ACkY<=9{iZOgaeh^?)ytApS?J@ohRCXf(&zkGb1i3bO- zV3nBV$y#if17+;{C??H`|E=~V(}9YC zZ`U5db-JA-VHbw5el;`mD+qTcL0HWY5n`p1;YTw+$3Kd6IsXe4$A4A!OkQNXHkN)! T-tY__xfq|T z(jYN(ob}A$_xbJk?|shyoa^l0xqe*N-pV*L@AE$IdRE-`z1H_oURIKF+o5e342BXb zC83DHY@Eel$Zt|?hF7?rMuov2e6|;_+A3KZ*gELh=woE`Y^}^JZOx3YGurFh+%mSb z;AH1xKg-H!WNT}6i=TtT{Es)VTiO_MG#ng10$;M#N=p3}21DnK{zvB9KdFzwG>>5= z#FQO_M>}1$ng}IplXG)c->+>T^LupuQ+ff}z^G1bo4)hjcQzU2#>FzGn%@%oujE@N zcgSP}WTlK=%F$0sHV`+@rnxl~vv05?eUHpY{X?oFlN8$y@X!}^bus7!Z>%o4nOxP&EQ+Q&~aPju%K1-(rt?!mFcWxurByX+bgL?P5LWF^d|+}KkmN4#-Zp(Ipay)DZ$&~5s4*Wh^mM6-UN_VK_<=F&4a4|rX^e0jsT z>B3Zh5U+K_;_O&rYwJ}?dcms>9oF9VV{Loomtta$vuWok-zf8G;u{E#%&6v<7WbxV z3g)||tf6s8p25z}ZgHW;Jw=+MQ2F7*hmU-HTgv^85lR_W#b{ySIRPJIu+Lc_U&7ZY_nG}GOvH+_yz?X(l<0rOiQaZbh>^$LN!GzezLc0X{`5q z$vt#KU5wW6J;+X-I8h5rTA5YQ(n=Z~HKP-BtTkNt*FU1y}Ebr-in%adK^QE z^x&Y8(B#M6r%s+!FgA`4VAoEVpLc}C$?GmusM*d8DulTn7IIc5{`T{`*r&3xk-*~R z=*!a5DvF8`_qXpq#m}#iZ$DQ5lm~ypw`_Ogjg7?n@ThKyG#G7aY#g+7UwWOA+p~=@ z(jte;yjHSdWl&NCXS;aN1wN*D>5|u#hQ=ocIsIS1ZjUI4h`2B`G-Q+CS@HGj4Bs)! zsvz#X@w^cxtgq1Q%YCd@YkwTtuY3C~JTz|CMccyJHdFJ(t9iEZ230}KSm*v1YFxK| zeBIaYzSQ2urT1Z@dO-BT^uWku8G~g*St+$h5=*G#1us3L&OE!t)V0Obef_BgQ;#f) zSM0I%9PSI!t^)#HlS{dzC&9Sv-1wvrwnHXV@Eh&$rjh7C9h`BH4S$G6u9e>FDPh+| zBYc4qE-E78sOx;UxA}0v&kx&iQGI#C2SLV9r@D{1QN|pSP>r1s| zGgPB~&u%|~A1icST^PvGbolwb1T4|A?)Xb#XTor_+sa~mQW9&QaD9C}oPO5Isdn$u zZX*Y|5+%8v7M*27$|@=gY}1Z{{Ek1vtA&@$n3#&iET~Zzk+O@GaRuLS1WX931KFc1gH9*&(HaqE zFPu@F7@J*e%`|>KXD>NpJ^5+>QZi{LJboT)-Tr}+r-KpOmTMg;yfUK{W(U4l#L=?L zvG*xk1+s~)yN^rZR8w`5y}Z2ammWNNR3C+XuHg@^_vEo-kyTmC1bAjiZ*P=kpP&`6 zPjb-B7hRn1*w<0J}ch7Nk=aC)#da3a0Z)|o|txx9NKjdVA{2`Tl%|iRMaV3V4zxl)na zigV%0Y&$MWV4^@tK|z77B1ATJykJ@utLWxdbl$ABHpaJW`3FziyIZkLLlD?3l&FZS z@kr5Mk0nEqzQT%NvU4N4Yl|&-M)RfwmCG_RgaB=;l1=<`9k(F9HKcMl))fo0ByQ%lN`7dM5{`DmhxVFx(CY`&#K^5vgk_UbW*3 zk?kKCFdgrBmynXu3=cTVy!|}$@#EP;y@Pd;i)eG#mIp*GOG(u>$cZG6q!#Ny+^7uX zXgTI97_pm0cChC$N3+Q4BsE_Mor8xB7$WZZb7t&|7cYVzZ6|KR@=?j3sb!m7bXTVW zU907%!9VNNeSO8L*)agm$8K0TStF~$@HK>cHqGoS4KXs)?Ut}pDaEVKd-v^IWR<&e zrLp40X>PY=$70vR5R~AmjVapsw*#mToDto$X%mX)UBZtZKYkGsk_-WRk(ELCb}ocY zI?4lQ-di%f`Mz~4aU~lr`g~`Qw!YVA%b#V_e|cqfuDHc>>u%fecLNpuHYeHGWV%*o zbF%D4n(f7fu;`w>C~0Tvr8!P=aw=i5*hf#FHr?N^6Zb8{Fflhbw^Lq@|6oVq+Uk-s zgjqYV_R~j>h!wibsX9C7(L43g?A^aVhjtiS53W=N0=^`@lLW*y#1(V?mrC>gE2N_Ty~h94BH@3>lM(ecnRz+p zMu{0bP@O_LSMOJ^G~jl8(QXLuh}gAv+&VG4B$78!NnKo#i<494dPctze#O zqN+ljV{d3ES}1Id?cebJ;IBn6eIAnUrgxAs-#(YSx3`b&Bqn&P+v5%Bsuxt-zi)l3 zt+d5=BgUEj*R^`Is&}?uwEHOqmpJm}R8?QEJTIk4 z2`PPMU=aP5_^-b%5U^`P(f*Q&ygBUAi(Lc5Q8Z+tHDYPR6o4WGa)yJ^Gpk$4ROBYY z!Y}egG9^AQ+k_FqkanE$CYARaqu4ilGtO}v-%RMze@7)A#C1;Pw1NJqHsf-d(M4^H zDD4|MU1DwVe$ATyFl;MZsIbO(5KRT!DTQwO92450Jp+#vo1g80RVrOBkWQC~+k&C{ zn8x~eYb`}$Lc%F#78Yq7WHB%N{Tn|WL;F(ecSy+K@x8Me?v$7kM#-PPT}f!SJgA!Z zKOSo&_oyzhR6{RdF#jQi^#6`C@_+7TJecC^Ze%ZU!+v>`Ur5`3cWTOJ1rohRDE4DM zew4TN<79kZ8z|O(0`B z#l}YIco>6OIwvC?qaPoUr&E)%BJn)TU9Ls2PzU{qe&5?fIL9U(V{Au|M;J@y^{WA& zP7@f>f|O!qo8Wtwo3XO8&95zs;uBNyDhwA~=Q?8tLS3p2)s>a~LmhjzR)q+(Sgt`@ zgg%gq?`)z!`!Y=A_##x|By0r^ zs<8N|s3@x9&6w{qf-&)zeB+&*+EvmbwTjXOypQM`Mwuv7pSUPM$wznlI0fwMPe`eJ z)ds|Pt-gC$ZHTX^xa>+u)FtrUns{Xx zI_c&7{J2a#B<;5IKlPGzi*?j=oT8xu<+8*J7QYE$s(Qs)rYU^m^A1Q~5}_1dSXh9% z;U%iJ;YD+N!8c2W9K3Vlw(Z;X4|x5k4oQ>~UXbYT@7E~0{Z3Iy$qw)WnOEm7F3pY! zluA-!c0Rn)pcq-ET#b{d;FzTw#^Q{z3!nP)oUnefjxXOK=OD4mV02TrpCo-#^9a=<$x<}#iNH0jqBDRQ}p-qJJP^~R^R{QNA`)-xHx&p&^jz~&T(?O zR+npL7(7kMALqx`-|!WR*|dFM=DW|I_Uk4sE;`GE32Ubo&T4$8R>VlPk%f=E3W#>m zT@!`%ljXbu=kz$%H=y(kzx7SH3sLDliq*3>I4Bt0=HD<4C1q6C`=3<0-MsLbr>MIS z^1|_b`l&^W31ARRAv-X1$pM^Dw@V`0$^6gmys_+dCah(_q!-*z&BR{JHQn)`&3i{F z1RI}6{TV)Bc^jc3qyW$g#}pazY8#X>_;%OD8DoW6IB8fMI#reI`Cko}zC35C?6<+9 zLaZ~U;GM5^@8^@;+)aiIVBQ40MW>{;c1UxI_DG@X^ju%6FQ9TzK`bSaW71;5a3Q`H zS6Z%|WjmP@=h#&TWsOOv=K?vnI(Vl0Q$YhK_hSYAG zcLgoRDP5zGEw>fBuNf~L;4*r~Gh^CW_7}{-#c)sdI63B;FY;#xvzn< z5g*@=vHG!|A{;B%orVDZ>cwYz7r2V3=e3g-JNL0^L;)6e`uurS+Vf_$`-|r}R-3eXJ=D8|eQ)sb zsIt^{B{bop0(ITKxwv1h7?2J7yf&t@U@gBFY z|B0gWnx{uX?3`R}M6d$RZZQuog86U{fEEFVafC224W(DIo90;DTIeqIF6{p1K}KG1 zq!VB0(r#W17&4Y+Zd$;OZ?yJ}cwr9t*p1dSJ+^V`OkZ#`P_8eHf>pc!>l_HK8R8Y4 z3wYNzlQS+2AeCM6B~0f^cpI#niwV>b%#`{jAj3cygxBrsaveg~G#abGa(*wNbok z{$Myp1_nWjJ=!?t3y54`{BY(5hv>@E+#G%tcDKo*(|vV13@1A-<1l=#nbsm#3^z03 zzNR@*yjE0`ZCOYNfXgytdGL-mUQhiHK5x+x2Zq&X$lyL-%21G_Iadc3EA#S<7%tP9 zV8YGCmDw%{LH4*zP+tZW=KbnnDsie(`7qC`RiRdXs$HC_Bjd#yi4zACzwKsMgqQht z7z`tm_Im)&#chO5X4(Hl2d25E7c|A|&>@BwT+0%Tske0l!HfwR{=$BULMu=U{4BHAsBwZR@6!30(0 z<-;LqxeQ#vBOjk;&Kkkq>7`u2%L_Tz(5VJANZw_3v<}SPKQJ&B7>mTBA|1mp*KD`N zhOp3~Qbeu6;$^QvRgJy8rMZ;Q>wHHz5_Y49Ww4TSs$ zz`Zly48u+e3+wFHaeTA7RJ;bkysF-5Af&~D!L&K44#G|xz)ErH>535S>T<1nk^dcf zbUKB?=rDq@0Q5^TZ_kd;%hLcnJ?Mg37;O(a$lQYqZfS~v`Wq_Z5U!&b%r%yc#AveL2(G|($~YqyKlCyH?&X8=J1|rt z`8l|am>T4Yn`q{iB_Ckn=qJMr4mqNV1Y_&hwps4MSP;J>6O=$cL}Ju~eb<1ES1Wr0 zF^G?n7}UWHQ2YZvaKYp?H`9F~1i=x@)Y`rOs099X>zASA{B|&2EbB|Pl*;Ac#OIfw zSRM5wE$dW3Cg2A3ODr3eg$mv8LO{VK$?%TB2vkmXWpoZkEh*Y$+WGPESm{9arq;JN>>zUE9s8A{s40E@D5j;Or)AbgsJES<6ymul)JX< zI1qmK?uMs_`RaiXic3gPw6RHNiiflScpbVn5#sqA6h=Y&vknD9L-Z^5to-09_R~8M z#CI#EIaN0m)j*I*wG}vJ5bG6S?u6TG04<>%u6lV^{L`mT34kmBBZxK)a(eV4B2ERo zG%X8N?%%(EZio1-f$Aofu-g#;im~YyX+g@t?>rM1bLCY8)Pf6U6O)d%rIb8qM^VDI zTTbu|4z~;T&t#}R8VOoT?rkBwNWFa#>QABGvK_=_W9S|qbUETU93MOLo}9Y;%#Om< z#gWCumSTFVcI|w7;7-M3j7=cZt*ELpSI|*Vcr!C&3owelfx%+1Uyec5A#I0FJ6u#5 zy~~yD`&f-`Jw?Sj)TBYeu6a5xV_D~2Ss~$q#0tk$I8|{P_QT-uRPoA~B}$iAE9;jR zrU~=CzFU@sLaDF<#5Gau;k)bpwRL+vq_>4)ZDToI^vZE8SdPLO+?59ZhM~p}_qVtE z&kZ$5f@f` z8h#><0R_F?<8;XAlC|?yaa>MQH$Q#;3`{!Yd{fiYn*M+fgUTisk*fdL{U-Wy4coG5YJ3nJ^vQY*}GPwt!F33MAjB+Gzy)wKKsxm!p_yu zF0Oz*f(!)*1t8(6v>j-m@w-^v7-h&T&Sj!6pCg zTLs<4`aq;^d8fsWWf4!ebRE$=1Z5ApfS1>1p~b;Sa{~f)irtzpVB7E4=*%;BS2O1hr&e1k7WkQlA9hwv5fv?A;rUeSSRagtWA@(xpq6UYjnA979Av znGZp8J>+&vrtOb1O)YHB_b0@Pti%g1jb@y;TLoyz6f|JCC;;Kr>+0(8>G|V%(y(uU zxla$&ST@XpOv)MjA7D40H)aOw%!fN})d=BatG9u;gQeXc9;hZq@p3xTP=Ka|@!MFP z5n=n$);DUpu30h*i-ZvZ@h~Gr$Hj{mv*Jni=aC|wwx0>`bI@d*K6UCcgX@f6O3|Xp z3e@6FaMEpIOF>0)3)SbWl_;LL%|tR}8Hrr~NYM!-0WJ!F^@}-OZu$1(9r1w4Cx(ZM zs%hK30H_I6NXdqwPM-%3qyV}+@wFIG=fRRK42_{eF1CZUM*vMXUY?&!NKI{l`ZhUi zbtYDLX}&q9sGpLucsgWaa6n}3ox|3jscwYR6LV**zKaU|d{0hC_(}3m;r9*%=&NfB zQ3xP4oNbG?!-Dp<_8d#yl}TUsM$lh;i}~6+X*ApzuaRZ)q9*${DdXH?Q&UqO1P~Ar z4rU0RJ*#k9Eu|5h?aHh*NdFKI1H{Xey70C4n7w=U81c8>EzR^dIo12?W;I0;D8srG@EWe~D*^jt`0Cq>ix?94yP?)Bv>FA_5P5&^4 z)WyWiY)9Nvy#v3lEP7gR`z+Xu|EpK=dKrBSPS zxB>uEbScs#Bfxa3w%#oS4#BuC;-d3(6^|WQBcLt(T7e{R36mF+7V^jixDRO@XaQ#` zbypROmpUhG!EzG-R(|y8(NudiBsI%ZmEDJqldg7cyO+MYDla>Tyg)q2G}I`4zH8vI zzB*)Bpm_`t7WS0;%_8ylR7fAwI41d%!;Etl@V5keaY53Hm^<4w({ezMXr+x%WB3`I z{b297zB&&daT0(1SF=F7u3YBJ&;s(`8BmsvK-xRyC^**aK2s-I%5{$PMepf992#{J zq!*fPz2OWpNEJ;@S}Oq(^NzuUN2hIe;pw`a0jFE!OFCWYilPD z51U|ddIz9VR|IZ=*P9f4JSg;n0&YrqCywMhpP)Hy<}wQIVhCiRim5t<$^iL6IB}{3 z?PW63`vRr9_(jew0#In6b%wH9bQ%CQ`@k(hTA~ET*Ej*+5QSK+-C>=rO{EX7g1w;} z;GowV^$dfdHq%ss`T$Z|y8XPz5EmCGg;GOsdLaKT{q;4rXB#pb2hYC9xcMA_czq3R zp@?#1C_u9WGRcJSXUV)W4q_{+E-$YIC0xQWNuR-?*f6TfdD1F&k|9BaJ%}O3hy5f9 zz?39?4*S{KsOoUWPWSC|4|APWf4v9{aR3ui;^`frBYp1Zo%|TFO#&79&Ihu0W?$pr z=U?pGL>H!e4un`ZTacWdCjiDemb0EHcgg_|35tnIOY%M0*DSxkzk`dKnyT5|0s!b` z+g~kV2y?J zUfZ$ze%?^b>zSrhHi`ib!2dDSBFpj+sQK5Hr@29thX@jFAuijy|4=gl5PJj=>T2v-145#a@kOf9 zYtwevK8oavA3Hva-P=4QDYB@bM*S<1V`auik3LcE-yaxOWJ6u%mqFT`2Zw(lVzvaS zqx8R=?oqE&y%TN5MxT?@;uuHgLrcHmvABIS@K%fQunVufxjQO+z*+5Hmh(Ny;?+i$vwV{kC*tTuk%-U+# z+H-yN#m))0{V7M*U3fMPoMcF`a8YFBn=^CWft0{SAzJv@u~L^cC?1)yZBXUByhO5A zOsgcgeDFPs1#3_@J=Z(1II*@mv2QL6czawFIP_}zL+jfo0KNv00A?(3Q}`ul0)S2j z<}B@q5nFy{ETnpRhmNejlL6idsqk?uN?GQLikJI2kd=cb*6!0@wahqO9UXQo)IPeu z4o&Sz(Dmf&lE1O?8o2>_& zJOE22ul$?1h{?NjaJc(}7d((oNH`bap(G2r%npLg!jDNk zfH|--8o29BnH9wGLu`WVPvwv09r=sWBc>_+w&u`Twr^=_03d7lb6&2K6_=H4-KQGy znxcK}CF*ve<*{f4H=hs{#e`Zg5)xDDyVh16o*v>(xY$`=uLwLmP+M1C?)-HJ!M}Uu zb}whVbAZ3DR?6$ZJwu*l{CuU<6nFL1RX?tzE`YoO$w9F7AOY4ta7A)VHX$LwKRB2b zn~;Mvw3W2)tI=Lwoa%?Xx5~2-|0WFC3uRvmPcrsCM<*###9aL}kM>cx1h+iP1_= z_mL*R7*MoeCkm#0gjeTpAPEeFezy@?bmDh^rXks`XG->w%)^n{CGNr-=65w;vqXd% zza89M!k#;Z_9WX1e#@(7WGx+h8W@1Piz}C=mrj7!M&X=PUY@*gB94ise)t!bM#2{bHlF@oU-# zE;|c2<<37|84^!CNS$qXLBn09UWRSug}XM@d>Y&_nDrT zCTOjq4yp>;si*g+Y#+u@dLJSLLVlV~F8Q>2oVy$>y zAA*AUxXbrDTOf8pplJRkPL7c{(~x;nBj8lR2w}8Mj%#6I&bF#ygd6^xf!~!Cv^g5m zZ*HEpJ^^d4eZ^`F@}=lGIf^)E=e3QX0%V@V?GxM9PVWMc2rddvPK!$yQf@(7NGIf+ zS;bZHPzo{GT->qqrDZ? z)fNiw&;f^wg03P@(+3z2sq0c8Km`$bh>4+k){h_N4Lw7V0#4U}$l^$r``#xZ8{W(1 zZRfh{I=9P*i_YKk^ziBXYPin{d7gkw;p4;Is9ylJB^`o(2_}S=g0@P@!XgEV-dKd| zLWxvA+>}Vj2wS=0rI)#N8G{kJN6M-0nJ9q*4YZZR&);LOgEX#;i|q^V!rbh%x&-~F zcfnteZs5m`ybs3E(UqjJo@UkL9B+LquDjf`->!_Vlc8uufuYx zdT&$7F)~c}(lu&L%%INI#EqB-yuXo(7oXB++>_jh@mN8s;e9XWwcSR1jj``8GB3Ms z@}Owc=bT*yzC9r=O&-Kypm$TaeY*fEB>xvLqCu&Zl<2hy^8f=>ClI&BU%U#%3Ky&n z)PGIlngts6y*FoP>Fk{mFT0-)Fc`yAqa}FgZQ!X271D$xU`CS#K;h!~PaIrs%kyV^ zc3^g5LDf+Kq@|nn_saY0^4*ULWT3Me)dN+u^wn4{K}ZczFC)MiLqaR(A;kvehZHkSQhr!Mt~j ztM8{84aS4s2R)jlv#gcdDm%OoaFnQ;Tn}=vREI8CHHiOiBLRVdrX9J~s2dVF`+|Z3 zs~t3Yir~|sc@L`yvL@)q%5#*!9DN0xx%JeZ;$PzNH(2YG6UfJZ{mKOnlt~&{SMa5a zc7-Wgx$J{NW;`{;mt1@J_U;#L0YxzflxT$zK)}z-2~JAnzX@fEj)^hp{%{|KB0OM4 zXP)i^on%mHp77SUK|k^W4>pu?;6{u
    ECX||!HCd*#bWmYD znqxa{7TGWuvFpgnR6or6#6i)Fi-IPZjmpLGLw)hmD{$B|&!PfARPFv+wKfi7s^g;o7D}6ka7uiWFm=1Ow6SK{do9)&1|zeacZF`)SQb{t?*_GP5~T4958`KqM$x@!%xZ z-jLG3iG{30Gm8@W!U_oUuU;8ne&~P==(EanKLE8ur&!=d7f4AK!Jw0n(f#EVb6Iro zy7r&eHMV|)N(qn9svAL|ngBh7Hq^8F+5D!Kf1eI++3pYD`&#e*!u&UsQs%+AQP$BJ z&yj^HpRhb#V>;FMMep#z5BF~*!1{OYXvkEaFjfTRZJWBPYun<`%I?hTsxex!TR7)1 z;k3v!lNj_0=X)Nb`V+p1y)qr4b0|ikZm|b6$KY4C%5*5D#gL{K_!~tM48geTU_At6 zvir`s%#0)r2)Edq&aiWkJ>iiC7tCEQKp*u~fyzb=AUy=QLPir0sS_kS&d|MPTe4|? zc{*z+?9C$N-s1Z&Cy(uLfzcOM;>_BLB z;`s5Hiy_d!42;Df!`i&J7ZqIsyl16mZCQ?#Ycqa;j0_%E<~OAY+bhx_8|lu}0wKjd zfB+yJgi|T9^sS~~Bw_^#y^#XBGCk9xGY=g~I5SZXt@)L6%jgu_K`!%&mroQ_60Y~h zQagZ)W5xn}O&RBQtMCUgmvoN#Ofg#d2^YA+eA`?Ku= z^MF-Px(ZIs2`uzbn~M@&k8tN8TdSQWWs+Ot&7tN%UfmXDFi5*rnGTJOw^slKHqNnt zWECMZK>TS#HA$+NJfwE_+9I*u;Y(IyhrPHsPd`P)a;HY?Y6VJH0r7<B#2N^dv@VAL`CWdrxzjw{gLv z{c=Xut*;rHPN7CYwN_SE7LEz*3h@8_%D|DB*B0Aae(pRDxikK`AHa@(bYh4yamq+j z(ktyR|W25=j29RR@~ zNKWE;pyW31$n}#)q=E-X2BDCGe9Z)EmEuYpIxjA0E&+*+a%KZ#BW$UQUdUUAgk;T} zVKBrdXoFT!Qi=p=8*GU&M2AB{&bDehw(4C#ZpA|$0S!3Fk043|ETn2K{=7#^;rG)I zo+_O72y{GF-W8hBBC5fxV*YF}AyUk@?3?b(G&IhRwL{x&{q@gykURqe+N4s7JkmAt zWO2a@Lg1|T%wDS*vmXI01u*vZE->pD87D{rh|1mEbJi2BJ3X^YS94w zAz+TF8YtGUw1ln%xZ!0SeBCbj6%^KS;I{C_H`aam=qae)5Ve1jot-^=5ok1vI#Meo z=KTQFHK=zM7X?pyv+^2r;;KDfF99*a`@tIkNdVj-E4w_l9^#F>j4TFdRJP<6j8R@Tcb9tMZn}^-k=G^T-ERU@RfRF2D`OYn&7HMpm&F$^(20217Npz5CN{V%HgF zl7{DnO190%%WS z!a}y)V>~j^mL<(m@bhj|jUhoFN+TfJng}hrsj#*a%*+>&{2f5}i40$`&_UEM&NKwB zqY2vKqY()Q$zcN;X=2gIj~qVG7|wlulDB6kA^wltqZWR~goaWy!r$Tm*ENP2C3(F* z0yEG^q2Q%A2xt+)(eAnt6^RhC7AR(`-=o%W@DQfJFXn;RSWa{8Uk=US+H&v9moLtP zZ@k<5sTqW|ayso_GY!Ewk!S5=v+ZS&h}<6E!V9N{Bvpx)4g_C6l-Wf~vfvLOoRB~% z0Ri!hsPCP_ZSt{4TLDZ%AwiX>gC!(hDc0E%NRqsZ>ZB%?(^y1gT)%OneJm36OVH}X zRsl{`Sxc+qhsNq6F93|tydm^!xIis82#~)|Iue`hV~mH9GwXUbt_);F9YhYu20lNT z)U*WJ9lr`7ep|#SYWvsL?lfM?1^NoWR@m6pr3n|yoR+e9{p6+f^VdQYWemp0hSmf9 zU<-Jr<6NsiNN2u-i)Gk&_*2L8_{v6K@aoT&&hF@aQgJMv+8xr4l>h)(W-=@NNC&P~_--MFj^9>_ zCx?7#>u|11SCuO3O~ zJ7JQ9SdQF3o0Tyr)EDuGvcVa~TP(s7*|3Yf3~Mkh=k}`U?CY-O&n~(Ek1!bz*1o|{ z{VNs5tC*pT^Gi%N5D8?>Xv zJq4yZ(jTZBK%^wtW*ebv%ZE;2W;ii5`y}*D6(V8-TMw8}d|cd#V&8T4I&X7{&Vi=~ z&R&2LActuP4TgYtpAsVAFpMBFn3klXrXBt0(Kcur9YMW|-^zgf8VOm*feAvWWdo^g zKw%SAP$2k}K|}|9F+T)uLPOXpG?jEMHs=()>2@fZrdt8mFvm`|3JhB`>TgSDr98|l zPc8UUltqvf8!@~}h*DOgj>tC>7KL+s5HHTD0rO{2iLRQg(Vrm*p$+6R4VlIb%Q~^p zFVLdvUieQnhbAE56R!NL>=5j9s`_RU2~hV2wKe*&r6zR^ehrq5MPs7?(Vs)QI+#$R z1!5;iLx+$k6S)%$P|$7Ny0tA$@1BnH5Hslapg{r)seB%c9O8DFHCrDz!E!Gjfo$+( zqSyhE0s1};py11La>St>kl4v?CDzkmY-eA-^-eoxOyb7YBOh^D|7(JWe_I*x-)}@^ zApHDJApXxOOj;$@!3oR^>-wC7WhkJ|F+tyi&Ev~ZvL?4}_U+M<{T-;X;eC=qj{t`c z#5M=U3r_#el!Ke_ftfu-K?+UzznXFYZ{2x23QqXWhyQ5G0Y=o9I1ymyoqsUp06t_) z?8!KKg~-%nUkedr%QB+?c$2LJhIa7C`oBJDc=JJM{8`(+aqH8czeoc$>JjRph7@r$ zaoHuiujj{5(W9X+NB1IDS#;y0TYTbX`-y-oRP;oR`-3yTfw80x4`&KQI(bn1!`d0+ zOrb-7h$RsYa6TZU_e_3u8$LzQlAjmq@?hMhUJuQImnXt@$`fGL0V49!`JGUD^nj%3 zp(*b^vuBJ8;V{RaULoYOw&+PczZ7EvY&YugzN=kqN}fEo<0iEjtmOFx0SgrELaKkq z$;FoNJ=Z`F_VyaN9wMy%2HeE7ih~_l zpSd)Wn!g>iAayrPK#8$;^hDrLZ&N}k@4MLVa6`bV*zo6d^}5TA(XN2?aDxNDM5^5&@1NV}mHizYNY z&>~vi0}6OvPMDO@X>`fB= z824wpE=ALjEKirJ^A+jyqy4tG!pVtc4&(KY?=HAF9U6Ev{M`>`W|R#55Ot(^2)>%} z=wIL%vke|n@8KV>5>GAT(T}`zi0ZkGJCXbZQ=<}1q$idPaBg!Be z!`p5eMxA1=ZbEmrk+`~J2wW8HON)Z382)&XBjLjcs)KH!J$K_l>-%yOxqrx)FGk2115i9NBUN4y*AfjR0=Ir!%P3&Y+i z#@l(Af`iDsN(BE%OOd;f1YC?1wHD7;&E~eMzDjEW z*^#p6WjQXShbUpXa@>=L8ME_MkQ|S0x}K%{79*=Xr?Ru)n`A>}mlvKmAg^Rl;GncF zaSIpc3bP2+)uOkemF1Z@@E5l4xK=0W5vkZ;N>EN>)ckD_JYZKv4* zlm%gnO@JB9TxplD(X7FN3dwF7cQoYZRTjhfl4ful;lIYhpjP;Xs{98>sw&%4U{nj4 zN|(B7@;j&Y*2HYuYbV(;GmN9}pk>U=teMKAp{lfo2uR-Ha1S6g)c+!|KLG9Z*eUQI zjTLeBY8ZQWBxJeIUx)`9$9nD^!;BsIIiUp>jD}8dq;%2RwokY%Y=A~qg^z23#J&T1 z=zQ~Wrm-Ckr5%&0vBcks>?^m1=C7094Ly_xFyY#;p6|B2odvf@q9m$#a~OF-pKEb- zi!Vhtil{U(N(MrnxdWf!S=W3QAj3%9tqwj}x;E`-oFlxpQ*bK(Iw#`Xf zW;?)bMso&!&ZgMB@SOs4^g{6IOh*G*h;Lt8h=;9 z-~`x-k_ZzFf^e0`%`A9JAh2(%uid%a>CziP33FUS_!g1c7u#EgJ`r59R=%Ir4y=JZTQRB)&^$qW!Rl5az+oHynZHyyimauIMA~i7-v=-*bHS zk!qLcRkS(^zrUMKb3|+2bQ^}|`<1}TP>W`A7YmGNO>H;Bu7$1JT-Lg}_7Xp)heb_} zh3*$bn;Mo_jDX5MSw6?`KoE>~CmH{(cV^R}v~P^?uqQhg_%0g)|*EkFpkJOR3P?}onx`=hxB*ob52NYCr5I(3zcMc@7{MS_pP_};tm zPl-p&-n~$Xb1Uxmh|xX!jM@ht|DUWen{cM_}I_;uK~w;W#0v z+!?OMGuE=3=V>3w6z&XKP)S$FwiYJZYK|NNE&5{TL>pbPQzCeg0Cc4v%881Q0K}ayWZ6l{-}- zqW#`2{8)0M#AYDvzn?{?AM}L6<|`-+gCc-E_E;2;)SH60KdN~1f`0Y1y1Xa5+fcGr zCnd^AOCO_;%#UJNJOX=6DGSIiz9-qfE+kqnr8B%%PfFw^mlo&esG){o=fYKA^4nG$ zF@y4uz|)K#8Fjp{VHMIT7Qp}@>L0(Xz01@4U{8#3Jg6&!nO}d{V>PDWjsFUv;p3J!kZ`^4fZq}zNNI#FzmWmZ)O80 zLmZ~(#rAB#+y+S$MCtE9W1=)6-(aKVXKRgE%^!uyGcNzx4DPiRRw8mpB0i{K&?1x+ubp0~I&g4mT6951K}|?$2_R&7#=$Wd;=4r*%$} zVcK{bczS^+zqQ%RqU4XnbNPB#n(!KE+K4Jp9y2SNm||@%8rMyMh}x z)1AIAx(~R~hM(2jG2eGvey&r$p#5VdzlwQX2?NRHB4z0ByvMU+t)7SIDtFysg`|UJ z>(~o!P$?`G^Yk)H`fRavHh#?0+jrt;q|>W8qK1j?me`{!N;Z6S|5D;2&#?hon0cOs zyv~sU7Snb7?I4grylE#4_Ykk;0lj_mf_wf^8oE6BGDg-hDIEVqfbPm>$t92$+4X<0 z6Qc|7J`+_novIKv-@0!ONb!Br#hUI<%ZYA8aPKR0?;Gy{u69^fU4++_fD4gs` z3s6U-H6NjWLw~_~IMnp;U6glt`jm3Q=C$(CQSk-u^S%ZzVGKQ@b14L3YByjsZoGo9 zk68vD$XD$vdN{;Be2dTLAQ{InI%^YXYs2k zn4Me(qhy21tY65TccQ*~ZRoitPbea#;b`7Rh~OD`TR2MNYK^brw#={+m3t?s6J$z! zY(NJPCwIY&qCE{7vK$|6p&=t`s@ts`?5LF z`rGMRoq4DGl7CaRA>@VeDr`pW$-H));Ow@{{cbwiAlCb{eyin#tbEYQFptS{*7NaE zlUXX4O>NsnQd4#hY#YStz0!E>_O?!1OSz9tsNe^E}LtU zZC^7xbvmZLw|E$)76{}n8Ua|6VrGwyZRUe*GwAu|e^=r1kgd}W=(}H}c1@h+X`HLj zN;pOSND9N8(HEcUB=fTE%L} zG$y)x+aN=Rlrj-?fenSJ?%|t#Px^jyEj=x;T#zT=T`Hg1Pz$92%+hO`n80}dCY9lR zbpY)P4S4mzJyp_EQ;*4Y_Z@sFJ$2M6^}Q1HBO^<>cR%hO{bPt>vIT9F#8gdUtku6Y zd#}-ajRQTL?)NjEjE;izg`jy45^zXCO?x2vQv-c3jAm|R4%CW3L%x>gCa80Zfu=A5 z6~k~>aWUZX+|b(8={%CW2!sQT6$6^s0jjnpXk`Mn!UP2V2%Ls-C@CIoJlx#I&?SqM zZqR>xI0WfX`EBFSI1f-wd6bc5*2x6)U7XRmb9hhPC5g2H=bhfA&q~igoK($V(TZxC zd(xD*l-fM(^4SDz4ZTct@0If)zmThlA~mwhxvQKq#gF-M(YZd?4AJfdROv zxpu5Mf1+p!^*JrDK8Df7sCW0>t${^z=;{4q%B>Sj-a%q}aMFt)&-hoC$6ZthhnFQ1a-ueor3(@s#v zH)fcM)IA=V+uS*uuUjMvchwkQDR6q-m5!Yp09Q(_8wnz#kn<@iyM{zKFxr(!)#p@R zJ-~?-0+i$xb{hypp-;xw;fz=u$c>=?88lyRpbatsNEb=2S63$7M}VxXMN{};7}OO+ z)*yhlctvpfD<@vw66Q9yrRzUNOd*Wh8L2p(stkR#KdN32@MJ!ZLSyVJ4Zps81FA6< zW#tnhBD$qsluE9yg$D2+FOD##+MEcw{y;L`WNyfK5Plya)|V0fBL5e6M}J z9rW>l2<6fmL3b@0TG1-3FTYe!Q;UU0=Mm73s6xXT(j$NR_%Uk+egAhe% zbL*C-zZ%@IkdU@Tj^?XZuY?WzP}?bVM1?R7!6?m!yPLMRY4w6dslsl=$c3e}=(w;w z^FG1IG$y15Fbz#;<|_X#(hxevxWWxAQ1zp_{tUmv=d!+mt_EVjrnSR=({Qb6l|7)) z@|bv&;EaZaWMVsgGu1(Xi)zZihLW#_Dt_-VQYbL6@}@4$aEm2WcPbXh2c|;@CQ2!_`6gZ`5TgTT}ATjXmpb0cnTK((1ItJ7gRB1PLv$iQw4TkH3W&;h@ z{#FL8W+9A}LeB;slXL1`+7Xx35Dx&%3h(utP1)%NChTa*!ju_uHXSu z211*H#v8v_<#U*?N60CsPG>ZczSWPtA7G7T$&xDL!S$3MBaN7E)!ybZab#_KCg2 z5u?9NxLer)|4EJ4=gsS(h5Tq``pxAoyd0=pXPdW1`A$tu?fbKbJPbND+o0lkV_uXI^zyvE@#Y+`C!<9HZ|*qvmn6X6eV$I8fs zhw5D9C8)#V4TzPh%gA(e9x+X8+LU*2_88=9od-*Fw(vry-f_9mq_#E4kblL~{V5$}nkyikQgI%N1I#@>)Gh}Z)HcbWwd^kLb=G7&Gb?w3rAkrWyjf9|tfKn2IfFK}9r!*1|sdRTKT_PRQ-QA@$(hVZrQqupr z(f!7E&iT(_jCbs@-wk)Hd#)MRbXrXI+?9^#QTV-+6fjb5#%Sir0B_r>C0{+6SbJNI+`Jt-=2=lYmd`UZw4Iu8d~h$zq8zV8A^ z9=gAM8v=v;X(gZmgJAS~lE;)5IMCovqkO?II8y-#Z7Q?pnSpu&%#hY4q%WJmylm2?ChcG0*iHQe8wZJf?r$|VHIWn`MHb8TBs-d*Y_65Qd z^pxpuo@5%#r~nPlkroX{%Ai-zJ%a9X0Yz{SNL~r7&i}{IJl_8tnwLKRe;=9mJ1Ow{ z%s)f(PMi^8d;$L~eadzNjibbxxQ7)z_-R!b=}n7J@7ucehlXL7tXc?O=GRFMkkW@UjSjcy&ZydCxj zm?{Hz3woXuBRGr)?egjb00hhg1{m_t2&U1kb2ps^ z)2)MGG5Xr=7d}u`on5Z(m%Ac;20aL%-Tq|+Xw=IBWH59h!zVC26(ZJwY)uTbw@1(k zTpkWX^J9l0>4^;xpG!q(IW7~jD~X1>_ilqWf^kR;Fd{J+rC z-q@@N_vAZjg!!KQZ4wxa{uAo%0t(s;i#$aErv$Yfn&tQTiP0JJ`QL*f&Y6L@3p#3m z6P)bRtwgh;PlS* z90lj}7xewXIK>}*g1~1FA_HW4i9+(OBiJa1;LM*FP}4r7KLHYOz~(zbBaT5s-xSsn z-M4icX!6b($PSCZNgj|8DY|F*rU4%`?Lz~JxBZ+VqQb&bfHY|hD1zic;{tRd3wU-& ziBx7ZpbX^R{{BuvUyNPvAfnLPxc}*HIGyF0r}C%n>y-raxWQB1dH0947FU5dh5ui^ zbE{-T`rk8qBk0<~@SI=dRrTa7VNp^P@THEq6aJG!p}rsE0vGoPc@FwajN`EoJo^4? z1bnaZV&DI4Ji47lV<&#o>i{Q}S&Q(LI6GTL8s(-Q({RbI)oPl5F9iM1KbH)UI?n-i zDG@{W9%NmB3-TiY07QhHPrQjbK)oLteWU*$V5RqG=h?8VZ&7W!Ys30SXR|Ap=7ttB zO?oK+i-j*S_;ap!5eRF6OQn1a2P4~p1Yont5TijU3seGs$LWEbc=j8TNHs+AN@uRH z;8?8~5~M=Rv&YwtIzrfN(to%5KvL^kuYb{bryb@Z0+s?&-K>ws`=mbDqMN`!_fxL-|3&FO)O;Jo>L933z~*NcNHjonb#@-G6$N^(QIoyphk`Nr)K|*EnNTt$rsy||W*i`-IFXi#xPn$2!$igqp@#ei@qNLE8CjYNs zz&#vwArv-1!4f`Zz+NfMfc1Kby?cFsR!lI}FD_ zs0+9Xpq@vAvx-7(Yk*0F=&SQ5n^%@AhTp=M5c*Kf*sUY4Zv?kAVY+HWAN&3{2)$2I z_K`_df*TnLfJ3xiG7yJ?a;>1zXv<{tU-0>XBb&d?`xV1t6l-7-l@1NaDe2H;LSW_s z@|$;~>%RtJR$wLFndU@R4E-Dr%;^zm)?NB}OqzV1cmù^8FY!JbU3bhA-b}S>n zk`P+Wu5jc2cdy(NGzTzWR7m#UIaq(tUrzX~AwSIK9(1$;jqu;BdkQ4oa_L=|wG@yI zuMz*p=RKd>5eB=%0-X6^ano3~`4bb&hyLn-f&{zarGc|M6{wi_q9wG3tt^}4ta&g>fJP07ij1Ykff)s4RKq+1{?JzcW4>{&X^9H%9W@6T#6~d7 zQ?ZzKuW3F4eAGYvdUvKJ(h)s&LV+UT&eNOjOE7+hEFrgV)D(?{2qhy_iLk;zk<&;kdoD`Lfv>&sZBk`c*OD z>X8295S+LLR&eaB&-F{guYPWAq;Y$aenjwzoNfji()^xd=X zeZUpV85D0)6WD=otO*9Q{-F#0tsL-3@&x9=n~)fzf)LIqf5Q0Vl!7?MqOvX1UsiO( z8ZUtOCN2T&4rlE&@t^SH)c)!%YzcC#`)n`;PHMo&D%~B4 ze>YBmBtF@l;Y(zXrQ7jW&<00rrdc?dtQD9l%*Ws0tnb8`SWKH}aGDNp>5N&Z$E(A$wBa$a zF(3TD@2N7P2hbRi2;C;0TRlPPXG5}1dTzLIUh}9Zz;X4ny^a=2EbZ(J*Ji z{WCjC4erf@QAsh&diucnaQRdZ;fKXelKj7}Au zyvt!$>qUKIV&_=jnTsQ;@3>~9sFq}ESV|aO`Diw~yN$gIyU~M)Yc6u_UXl-|>2>J^ zVpzWIk^(d|uXT&XMJd~Ye+2Tcb!xqMN5O$jVNt0fhqQ3CO)j#T$%I)DFC9Ig{Mc!d zQ{pGahTnd^)_s~^{8xRFqLhmk&Pobb_hY^iW;zoFuTvnH`eLD@5fAerY8cXUO=!JH zYHW;eJF+mIwK<+1B3I{jt%w+kFO;AGKS(b_dp?gQij5MYF zvzzDe66}s;B_d1iR|A>?_vdDZ>(>p`Qsi0nf5Z`dBy=1tZQcqE(fbywnjbfU^ZHZ! zk92Pmv)OufAFt>j@Qk86kv?}CPhbE1Sq3uG!CWOKn2@e6b!%%Y>1ohch4&S_m}+rb zHqN6hS>mbY#kGqvK>;%>8%LLI3ib<;w4aI@PZRoBWr{2=gaIsrP`l_VOl%J=CGRI*jP-Q&3#{1P$92Gn7Bqq@t5WyIH= z&w`w6aXOnyaG2~9Ulb~%sQupYKzVI-d^X3Sk9wRq&?Pn9&r{x5B;AEA%UFEv(g^x@ z-Jdm0`a9XaLq*2L#SJ%Ag={)Q@j;3#dVUgK=tV@5s{Or0vJPilH6jniVPVzth9TOQ z8D^F9WDU&e@~lhW`np(lj-um~f;gRrtH*ELd6;`vs#Fy_COxVhn*p_PxrC7Uv5 zwij-VgnD?;eNObCP1|+MxT|-@sq%o1AX-UpY4MerK-}9gnn`jbW@iQI;4UbuYJS zZDU;(hL~2Mb!w6@VkX0j^O1R+XeSa0_QjWdjCN;@jl_Q*-X41Rk#?S8^;$DwOHrR( z_Ve^~!!FKGu%6F3nYV$>(KdZyn1YXB*(f*mu?g5uqjfbEHu6yL3FR~&wj1Y9#;=UP zu(UDRA%F1Ic|S{%CXK$myuxNW@GLcHznU!CF>;KueK6LFnFL>BH#QE|Q`60){bNH> zK@GNv{e^o|mzHZbHi>Nf`O@H`;c$s-5Ouqa-#=^60M-DP^Zujqm`77ih{JekLo)i5 zTpUNRj|$RcVr6k5vq8eIAlv#Sb5YA`2kb-WMxL>rOWzAaaCYiE0PDQ@y^XlvFto|F50yNq}8=*Y>$%Bp$Q zrOZem`v6(_b)dML#Op|1&QVnPQ|gEG~O3xf%qXP0^i)jEuqnOn||_q*_!A4AY-a(pDa*tM z4L`a$=Y}62J9o`ly_>@Zw%OG_o`pG8&=+7lb55;#qw$LlmZq;`e4A&mx)O5h$v|ua zE=+_7QOU^@IbI>rsbAW}T}*>m9om?3`uZU{6imkf*^}>#oVIF_)?)>0>&9=B6;{Sn zVkoC3iur;IztVCZT%C$MkYX%e`m!`Y0&9F09qjcz$rwN1&M7yC;l${$b0NRRCkEP* zqKzSh&NjpBCJdHrSHZ52D)NuF3A|WWFwH%l{K8Zt${y@-0Ab2sLrO3y+~acffUVZZ znZIPHBA45D#9>h;L#wk}(`bJziNim{vPe$tJP}SIZd9!Dy5|ysnW1|jKFg@{`YzRStrTF4%8 zkVWvV?n*$R7DYl0zPi(a?B~o7gy;j+L`m>`(k~9KazX;)GGG~qV81PH?HZz^#U>GK zAEjz(+766QojOZ7moj5~6}|^74Xi#p_;AEW8 zUV-HvR*b(cTh_CM&o)D z$=9o|V89ZIq1WH>(+9RR*i$;2V)rZM*h1hI3|Q_I)tV`^YMiiwORcHwCS0G zsl$rqx^Fr{%XpU9laLQiXi07j%yz_UX2L(GDfI44ZCm0s-s^5}6vAhDU!rnk_%T&r zQgcU2zN0qMCjFjOv~-VsN7T>%*~uJ!5G8t%_8Ziy@ixW7U)uIE>VR7W2@? zYDLmF9ZZ3(kO&cUI}_v;ER^Zvd3 zkc)d7Ese1Ba*}XF(6D|}>=S}-?qnfgvvynz%?>H2`w7Eqqn!*%O9UqIqs3#qrq;$- z5FEHPnkw*c!=-~KleX5oX+`d=tV?pJ zAjwKZ@Dn9)PRzl{8J84@Wo!IKbAV-!L{%RT)PsK-kTC9HDp_K-Pe zt1(&Uyc%+K`E+2RX}5p#c>)W~W`8M+$~8DB4R}o-(D;M^13gZ-L_}j>jeb%XsKMm> z8r3SAUT)%kk>|?M{$gp^JoctBQyOG}{?t;DiG}>UzYiajV<}GyD6{rtf5*r|tniET zF*~hTe`Cc3xn<;3S3ci`k55G?o+YJL+eg0jL~jT}86&siNtt^51eY-*ZSuNdRr=<2 z!p$L1S}e{@!TR;=urx@rA&7yS$}*zq4To6s*ho{RbU5>^6$_pf#pR*cIb6t4(Z7|9 z2QwgYzP7&4lQ+_%TC>SKHx;>ZxYS2FM0g->Z^Se113YLV_f?`0_>M>H;>95?l(RPV z_xiq-ddO%82b#*q8C1N`zhx$UX*#7iyVXsrT_kF{hA#e#1v7hQb@S%QIN$#3$zED> zr%UFPa40vAMS&-xUexGn+j6u$tU1jgks;T5*sy;kZuRvW zVu(pIE;FeBE0NJ0(rZ~!1ljQJSlh}c#f1f57aMd_&r)=O!f2J2IYHguz2oJ9OAEId ztPb2u0R!AX4cvEHXV(XT+V$A-arnl$LCp+fwL?@7f<^_ita_^WOAPm=)%WGRX8Z|( z!TwLe(+i57!1Sd!F7AB((qO_6umYkZBji_r<*cGV~AU8 zD@i$5LU%0ewquoe9uLz(VG90U^-O5wtCwQo^5%0!L7e2k)!Cpy`50uzqsR1x5-pYZ zF&em@agxpE45jQQ+s`qB(YhkoOO8VJeT#BffhllZC(m@Di$m8+Tk(b7H(Q>S7G#1q zdxQHS{mkYGS>40b3=AY*B69&xrN}eg?UTE`$1?}u3PtSYFIPXQT7*}Q(sy4Tflmv5 z%z$l<1RzGCzj__i8P{MUgA)ryw^8b@K6Dn%M8HxjN}R zROpXiI6eQ&4l{xBpal&!M;$s)W^{^Jm-BA%MtYww@gX2;HIXzH41OmyLgadlxrS=8 z7#fnw0>!f6V@}&F%_BoAIx`MeYz?>W)}Ter1bBEOYa@Q{AtFwpEi>vX)(34dp95td zbV#4a@$h}g$dC-2q@plCWQ(|2*|t%cKGApZdrUPpX+226bMuf1B)eKk?NMxkHir>j&r@g&-=0EE{Y=fQUVX|_ z=`0r=_e3`xQB?@NaO1?MxQbpW=+iG*^y+i>$+ zX)w%O{j!&-GN*dO-<_XZk@{6w2jnd>O35MX6p(3Co19uKo!Edh0XQ5S-*!+`fS<2& ze^S@*PhplmPW_6vPKA#`|1)~UDY`2GSj`_w&Pm7vLAf%P^<^o;+~^+0f;md=2tQZK z620r`mQsr}_|H#i_4l4j-oC2YwrL34G*rx~k^g+Wzl2uJ-AF6*W{jrXS8&Q?1iR{` z6ds$SEZtaLwaSk_rGT^duE<&rHOn7YxhjoD3#Cs1+3R4({X{mXp-*srAGzclF}tNK zYESId^~Yg^fTB&eejENyI%6u6b|o4fax1oxLuq32a*{@PH1=|6$f=7{l+8d{;6Y1H z!#?o1KXO>QO5pN>`IlFS7nks{cjYgpChrwLYSRkDdTP@iDWYy+_|N8`a?iW>3o+tW z)-m0aY&1vaDsv~MjAS3*cm;NwQ;S3AMKU^Osm|P=*2>ebu@EvVa(UZ4u#IN6(5f?) ztfpmDEzFVOZM_nvIC{pfcz{V&IP`*-%^vBoNRDK_1%Rpi8CxP?5dKFf-!$@F3Np0RX$sf9+ncn?()(3M3E3>qpBBEuc;S6_ztQ>XRzqCU$%q?(NXc1~31!4sE$Jj>*;S2rGRu7f)QmPVg1 z&nmLKyQ=&mtjNb{r<_AQPky+kl}E_|n4@YBFM)jDf)}Wl$jlH6E6|x#PK=%?wv1*R zpOl?CRI27t9*Rnto!{Z)fV)F+?V&eqfg3AK=i6+_%MWN>KPymzpQkWI=(WD9Q1$=u zE7z%tgz+Agsx?f>>4foQ28&YK`+3{y#`m7bHfQkOSu0GC(=QbWm;mfWOkIlvz?D!9 z2tdN18nTd7VO9~=GOwG>kzE6dIyu@WKJRywZ=E9AYmj0o!EN*6QMX~%3@IYDFr>?Y# z?Y~FhjKtoZms_%DFEE4sL`3~}x@cAxnZl27kc>K#xmWUev<=!Z3__>DSz@<}pbkeW1iYp#YB zGn3diR^HVn?ae_I1kZe=odjYl< z`|{2pu8M#82o_}lmc_dY&FOK!RVazZ4L1U45ZnM@a!pz+C3Os+?XIb2QWSX_MnTj-}^;EG(D0GJrO_Tfum z0ZWp9#l6Ar`hYO-3^l@p-p;{fn#6x#xZv`EC8o(c1_utZ8ND>>geFoUB%V^TeYqT;LEGt<9tX{lB4)QUCb<+W0O|Gl(w&d1x-6($0KC?mzLjd3b*C4k z;)49PC=e*8EcX;7@EeN6E8T8UrOfv*JTJbZ8xTY-E|H+wd3Tj?dvzs0{;)S@zq*)J zEKuDs+rZ#@e*&N^;Adco5)?ZrN@3{EZr>_u!DliY6$~!6Z_FT45l6f&B9;EcIcIj3 z3GvDey-rCwb33;X`<~TL$H~0nUkWcBTqXH$0(DSLdadqGwgs3LR)9^0V*~-j@ho5b z;Jw#U4PM{8X-ek$5Xh-AzaSNB3K&n}ZT4~@@2mC$TY;8FF&JbooTe47 z0;lBtt5JF#?TyB`3r73=n9mocc3D+tnDzm$QRn`xC8|Ykjd%<|V~5<%ub7pkH~c%MC?`P8Z}zgsa%pNQ+~+}dlpCrnBioO$%HQjs`Q+r3f&rG&+PM(3 z^3SH{4{f0g=e{E(JZ^OnB^Mz5#7_r!a3X(N7^i3GJ036X%Z+3|153nwkw_!Uat>a6 z@`BijaSJ7dU2N*u7~)_CE=p??m?yJO+d$7)&F_bFF6>Nb0(|f=&HOfTlqVYn5W2k* z^e=RqsA<3t{wi8tx6F5pvJHk!-BRtJRIpyiYA)yFX8y$4MM{Mbv7Q{2i4wm;+Gp18g9|=Z=Nh;}<{c)6!_l;iKp< zSyk15;^JblXSBO1pWZ62BV&JA)^|AJs?Hr9%|n$0A)-wrZSa{WmKu@l*=#)#zcap$ zCvR%HyqCQ0=>_J1EhxgW#z+AQ^<_EwGsP+hyFYhSL544;WrBiq8~D zlVhj8(T%Mn|BQpP#T>r9Z{bp^(Jt7~?~Q(Od#Tq zlxS6#{pCuwp=?ea897$zdb9xkcq``<@FG8cF@Bm>8mD^MHR7{Y`vfch8S7h*W%N8K zFv_lu$+#wReO65TeA^ASV2L+Ytub^|r?tJ`;%U=MJlA2tWHTExA&9*xUv%FNB5-*1 zY7!l~zL^gYm@2bxQ_ZM5fL<-%CW+jnDoI`Qw*%?}gsGoX zO8|IAU&kgdZmfe0ILMJJH`$l{Rr6zsaqEW!(kPijagWQZr>4#a_TEgxM*xt`*Z3FE zdTmIr2RsY-dvKM(`Io%R(j%N(IVZnS1ZkMrnhWekkE!84<$G1<^+_`c@clPaCW;Vx zpH<0oVyj+$bPLou`iqv99ak?ny{WOanMJ`=DXY}VZiLMrm? zNs)o@^}?r9=q}E@C|7QHAkCu?`Lrw6bhq(&YpDVB@)eRYM9t#VBPS%(dR^InIF2b#dAMx zOuc(dc6z^ZnidPxsXH}{mvk3zZMZLNZMe&avwMZ3rCuz8MLgtJP4K`#Bc<{Y7;zJ#7@{zrNR=a=U#F$}2!L z+hx^3t+x-e|O!@3R6-HF&)oa_<9>VQ+IuaPcMiNAQvO$xupF|`X~d?A9Xfd zQEzA=yyjuOI8*=VIzR9bLl_OUH# zYhyuv@w`tP5y-_mLbbD(O$krOKT)lD3u112sR3L2@xFvzk==)Pr!tQh50g~g-Y8@Z zZgxMKu9~yPZZ=qX;d)03Kq_)XA`etD(dI{)5Vtwtbjjb?-3rx-pyDNNy)g28aZ>(3 z*|?3;2?r}gSTvh7`6|lSS0j|~vK~{{#AY*wcsNU>A(h_mK-J0J5~5bOeyB!1rw!R& zHag>Z;&0y(fPiOXc%jeeOjYPYDImr+5 z3R70W;jS9iMp{GcUHC=)~}yqIp6ylSH$C zD<4!B)i-csQL|hC*fgzN*bs*O;kW8LgWjseQA{zvcQG zGc>ZApMWiy$A8 z4yrp}{Jhh5(m%%m+o`H{I(u^NGZKWRiF$7Mq9N6(&L;o_D(L`*{t%z52uV(qtu#>Ydkp z6e}a+-(FMef~pd7$o1dRL3MsCHl0EFoH0Xf`fW7xl4bH2z4PD}{02bbEGMM?UMhZs zT~!#T%vbmaOlV}NWbFT2**)6c9@k3moOnjD^~|p>RDnARd8^8UuXQfTFUk12($4&* z?!bNe0U&_*KLRiJBqj3(3pDSz^~zFR1VDu6I`t2Avp+Mi80bK&&ZU3j?%Z3pI{$$>mb zx8a>-*;JT0F!Np#5^o&&$843BqJ2?wp{7#-e7+Sz9`c@`;Cy;$3+2iBlKh~WX15$3 zu=Dq0P98+jKNHnC4-PZ28L+FCe-pCE)F@IswLdmW!BAH62l4#j9c2TnWa@u|C8hFe z3rUDrgvnXSJPGx!^rSh0y-%V5)~q>bg(c{dy{W7NW;%63vjgAR4;1wYzFqX3<|Pry zw|9Tp25Mr5g-RKoFlAX*o3a%EiyBj83;SwS^4eB`ZB!)2_yNgx9# zmj4aI%O~-_d2^_ssNa^_>x6^~q9`r@OJwR>b_riQHzN~KCn?vED&#$dBR%i8c?g1trz>d z_V^qF)c&P&Uq)L?C4DLn{VVJ7YNjM1u$1xeF@1qR!0@Dco|3n17OHkH>yz68U^#ld zHtq8I|7IeN@osh|#$UU{A2}M3=80|Z%65EC*UhOgDe$}8*ixz(bxm-OI^uAY9(mRe z=m28?7`saHYE9X7{)kJ0TiY5)7RYFCAC~_Bm@@J$9+>yd&Yhu0TU;x;6it%*Usxua zgApt;{)R5)*`qCFt4yd8?y}tViXc<6X)^efBJQt45T&ecE^S^Ux8xm#d0{O>bv-!ur7bxaQR3$+#}I3%MKN)F8^UTO@;B$l)NCYE8hv~$Xo~_t z%&8yB>`0^8nav4_buQ`~#!LPXSXN3Je8K2c&$x)g3)F?TwKZIgOmUtg-K6wUlbiht z`I=2mYGTn^JRAiRvO~r>UePxT$!yyH)Jp&;=-@h~%rG=%rh$AVUPrj=aKj=d!W&J$ z^|b5RX4_LSKx{xAEWayu=!wViF`_9VDD%eBz&(;_1OWMseC^fNp?D>#;l9A`hCHS zo~=f4H%=(MZ6}}1&NoAcMu6Dpsq1mTPO?g3l-J&EJ4GuvPcIuY?QO4<^Se2#=#SoC zXf9XgJ0Be-r2Nv#qRWB{)Dw#hbcMFW)BDjX%AK`{DQVC(`2! zpWfdF3z*Sp*PWlm=bX?q^RK=m3LVXfT9##8 zagm~jxz!tKb2ssmN}9;#J;JN2NeMF^vuAzfiDJu&$e$Na8~AKtV#mfG>m$%VZpZrx z9F0*_8=K85o=LpC>`J^N)R6mJywMF3?*Wk#fQh;Mq_2sm@$pe?TEA4FglnsN0-OO_ zpeg@YmC#^!{bZ>~#dACKmb=z|G*zPhw&%kTDw#FTmT)qg*C;L(jTe0e&v$fy>Ctjv zslQv1REkH$V>~SF1G75(#?wq*80s6Zb-#g1t-n%E{qo0DwiPG7We}-fN8C zu&hrh$C-{|f9*V5(08obZ zq+5TO$V%1yDo`^1l5$Q1LYUwuc=urb^u2L~4`EB?Dk@Wo*Y<2k07@-cSW?VSAP?;l zO?;eT zT@`G%6fOl4i|y|mW0joZWi5;wu{0vdn1aCL120RZpKLC`t5d_Qmep&dHd!AAcI4ror|q(& z?kT*qV;Xyv)nXCHeoLyeos{Y7Rj8W%J&H21b{HP>PNK@m?`?)MIaOs(`z)+xjHRW$ zUCRL{gQ?9cjMJ~I1Gm z;o?!*Bg0(ksh0)YDn@}!p7(C{uAFrp@O0#jBG6paA>pnwP!cdFsx38JkvD@^Cri;3b#4rZ!%!JU~ewhI8*QaCsM zk60Jbxu9kjzhFsq*i4;HIabke(&HEdM?5Vg9fgC4R+MAQ@mg&R0=*)BDe==5Ok;)+e!q_Wv zhrV*=+Ct-vw;(ZM}kDz5L9%#l%Dc zpj-mf#YKdsmxg+UC}3!SCYC)f<$XnIL4F!3_&&gksA4(3%0um8JgipMLZ*i2)^hz@ zxcN$am)NTU4`cN$F(cq2EI1AL+-iuStbW=&7ihvk#puV3aTqkH^L@%&ri!%b{PM*s z5*G|gvMJ<m;U+033tWVb^_E_pmZV4TNGCRP3A8K<7`m}IVq@! zHwx+ighvr*QgFGUSTg+2Vt?SB5;|yK;>cSj_D(lp+i@87n z)T-WB?PG!rBuMd@@Ghe9DtlkqxJ>0G`@D1IO-U*LzOolk3+Y=FvyB{NHZ97Z zl#TxN6VAY%-g~O)=r3PmMH^+ZWREi?;(UDO$d8~+UKcbDTrn6YK3DFkJS}KWGF5;D zJNO{zY+jn_Jmk86KnPnI)*-}W6L?6fomj1>+<^l77b$hjFlYg2H^A-ASSVbAq6gUZ z!)o?f?w5CBk!9y zH`QwBO1R;xc>RSd$<2MGhP8l1-rP*#NCAeF)(YwVrP^Kqg-cg2uBKe>a2@~X#1N6P zN@fEuAAjqtF5S&O75&*Tq5ncU>Hj8L414P-*S6nR4?a}{O5x^`<$AMmmoKO2dSC+7`1ivy@ zyXpV-oXg+l z$~|$u;HjLjKC`LKpKcD7Bk$uk{#C-%zMC?AgMxL%UdRADVH%aGW@|>;D$t(EGbOBI)k)F?>RnLvRi9K@56v%&KHI3Zso5@D?`u)uOOp4|c zx?8$J8Fa4JEDUugM}NevHm$#;e_u}6xzPaloTUX{#GnxKUAqi*w;XFE2F&^#U(P>W z2A}-GU%mcdm@R&@96y(dx8x%ACopjE_JA$OY#UWMY@+2SjNr^C_q4fQ^6Hr-V*?0c zahB?lDrQ@&w^DXt4E4vjJ8yMtm|U)`i7KfE{KkGx2-4Z!UQlfY0;tUx1l8Yl8t>e% zWuU(UX`woW;XaU+JmZb^bWE>XDoNE00|~TwS6RvG_?yG6l$KU0M^=IJ-Sr!a}7^p)8bL&~; z$A}N`^6_l;RCk85jRtqHS&%-8)oA7@+oJ}g*BAH#(_a407O{6v2`P#2CSAdGLhcG~MKS?FbH(d4p6R761#?L7%*`=#3_BlTL`qWm16!#ew5|c^R9_`n(W|Y^5w?h%a(_d5@=wzO&2Fns zs7qWbZ&7tVo>HlhLos^IeL`cB1%F$V??YVGT+F6Mk8?%_yU%7>YaDixcn&x2APNe8 z`_Zl;Vmk-uWqt73pi=+ACBbhSLmDT$k$Xj75I0$7j6nX%bKG7tBhSxI*S%~v*e7U6ookB`^uavzQ_~f4 z7wcUhxDf<9H%fU;?hV5iWVlzuQ`;#oigzkSsO1>SiDXFgb_aY=Vt{za5{L z-=X*tnKaB~IdZ+L^v<9P#?rMva*k}yr*}DfycaNI;gPkWXT;}3!R4g&($Ybl`02H& z@~r7;>YWNyd|W!|`l=X*JK4{Tdtm-k8rtCI^N)xT0^;Co!^L0!XnP-cxH)8y85-dj(24OcOSEF)N(#jLO(DwGF=vM=!vqwvss828FO|wt)arcxC{4r|1E8y2IbqwN1v5ohJJ`A=0~C`u%{2{Y z8bP=xCy>nd`Gv<;U^_3?;Qzrq-p&oPigC|^ zGk-1hv$+j>iOHY25IZ_LPLvtp_+gTGZEV2#Pk%=KJ{*2cwnaWSXH9w1P=ll4-YpD- z!?Nm7Pomxh**V+Bs6h2@pXCF`zRMC~*MW_g5m* zoWrE9Ph7Pqn<=F`1C)%h{A}N=lXXCJUVm7B`+Q&(0Gg!9lzpu~pL3eVJ>GgzwQrT# zM~#o}>m!brws&!z*ow1yQ2b9GgRJYfUKwwQ33~MNOo?`hrx5>i*I^5yh-mCF2x_%% zMlQXx+J68EQGoO^#WeojA?OtXbjA+|%Y#HXzn1Qo2_XOF68T*ELB)3V3d3|(S=SOy zK@Y(yG&Ef$dPSeR2L`&pG(!{^@zeKojTgV99uROg&45FU$iZMOF&7tpx631yi)~By zHgLES?wvae`v;)Yk;0U+j-su$q6MFCeUkAy@ zV||5LY`w_JF^Q}Ifb=s5xI6OB)?}mIZiB>SF~H{m#x`b(!U^W~0b-!d(i|y6*fa2w zZ}D`$A>}ZVO@MtW$92~L)Uex_ohO?*CGvgW7qF1ZE)mTWo@l84fw8ko*d|OfpZ#7y zii!eCb>IM06H1H+O^T+i)hoOc^21w)%=9hv;>OugqdjC~8H zGvUD|J)1^laCNP1U)vmV(0Js#qN$k}CtSCQr0_6-&f|RDNX8w+o|M+g#BQgzjZJcv6c z@bB(Ub-znQtksJyUCoKsznPwv_oYhT$R}+#G}ziq%@c5Bqw#($7!N3tk&7k@4&(ZG z`)R0zw?&JB#zs}^n7M*&`??uRZZ7iJ(>r61xk{WrJLfDz=ES#m{ee(=ALMU9*wafn zub}$|xWe)7ys-4qr=zv-?qc_(>Tq=cfA&oooFw(Nfn;5kGl!~Co9DaU$4!P%1{e&I zaOP)lf)EHG4-vrbL+VoqX};9@eOsa@^4+s40?TJ3R8Y2?EBMRu>Pk?ISyHMY{ z08W|f?gm~nI?8zWkn+Ox@Kc~IelV)^oCvY>n^xFOA}1;u>`Ca{Hv$G5BEZ10Gs>ZI zIf`rZO@d&sTu_&@dSmnkuga7`oBCLJ3NPN6V<~U{n2oa3i3$D};fgn8u_Up6?;vG; za^yN22DJx(pxNJAeNiaL^Ekb73}j#Y3i=_U0P<>VMF6M<)#L~Za<=`D=nXz|N5ZSJ zT^dSCyg;AAMLP}k-Sz2~2|rU+_m#cE6~cGfCbmcail0*y0sBC5u6)v9{g$Qe&Rtmk z;7zvxO`2GjP7z71%V}u|R+ZGJM_i%X;G2PGw>sWZL#4hqnwX~ZLQXDxbQ<)x1XC4F zyP_*CXBbvV;aRCv>C{(kiZ)D}nNZ;Q09g?@yE0YXes-m#W8CHeXpY!mOS16})^EtA_T)^_b@GA}A%-BKTe2UcrX#P`Pf6<@8*qn(`W{(sGV zc~njP-}Wv^Xe3Fa!_xTQ=&-J-JdtaB2CYPO+$%Z`%1ychC z?bQ~?OE*0SRO|0sbM3_~^S_U)?l~?%YfnD+L0IT2m!FcucXNq%((!z8!v&wqlN8S4 z=A9)87jm97^yfO4C!g(d{|QOr+D)>Z$|lle-v>LdGu^x5ZJ6lWxQ%-H`Z{?YvjmZF zG^P0Awo8d()Af0Ct6*I(MC?qcU8kzr5L3mo zk&&t#H)kRrx?)v$$p4<0cigrtr@jYi*XQ0|U(Ny7`sS7Eh7}pU{w5_oex;5K5C7)F zxHSyQRdCd}DJnc^!&vT}V=1MeP&wh?;*wcrp>NN#Y}v&LMQ8EAGmY%3i(m! z%Sx!K3KD}ghY#$!d-i41`}gmMUo=oD_Rsc|G4yfI@a|F_9`E4Z*QkTyaG*F? ztT#72`_Ew$P=F-Fuh;OdW{aOqVtiNW60lnTeg`*n{C>If;@0QiFY#ZGGmvloHx99j z#}%4GgBR{^i)yTu*GWnaL6@(+GFB`2ignEg4heD`5>MrcL9DD8=7+I|p0Cwgv0iVt zt7}#P)wVHxY2IX+eP!~=?Qyl%m;0MxQu!etB5opCo{o;ntuEh0IYrg@p)aTlCozYf zBzgzzw`JhvCqjA5V2H@)&1`1p6!faBG-O+{Y?)O12I`yjj_t5(_N#k?yy-s zmTJZVkK`LFwvG91ZQ`-9v9J4HHKm@bT6gBm8C6EqhE`#k=&h93uA|bVrmy-~g9Z74 z%IAkSq@Sx|g;TfoJ-L$#=RdBuY0GVi&7k$wbYy4&S#t33Y@L(cdS&Wz_IP_wo`9z> zRSXy)xZXcUQ*&SmP{&3;S1000FJi4j@t7MF~jBPxmbaALdCn04I z(a}*9=u{6o!xbKYs0^$!lt$kN4j zEe3>)fXo z{~V*+MYd!#U$Ot}xHtDJ+{n}2W(nT$=1U<`GBPi-xKko245z&u60n>#AG;C_!Mj?E z$*HX+(d`d--0~LPpW6ma zZebFys=AFOmX?d-yL+ z%fI136h9m|J1`0zaQaqqlPAqNi}`0d-0Zwm?*6Jg=u=Ny9JJKH!x zgWz>yQHfzfEvr}f=Ce17l+dI@En7qWrS8E@*I=1UR1#BhpBPdC!m(OF7ZrtGJ_5j!>ibwbHx z#9XKs>&n@nEqY+rSH>3&|2JaFs@2-_kX;rCnS|GRaEbfaC#$XFYyox`{%la1k-2^7 zIsegQlQi0g;VWu-@bgQ&2Fh&@#&@2 zfrM|a(5_xeJaX)*+nrJ$(E>Y`KPVa2e-Qo)7b)bsVicypb=jNbV;dfDCFXX`sEE|i62zY%Nmwsxs@Eax5M$)iMIpyw9 zT^?L|#J7Gl^>hJlxH>%)j_*SDZ>e{5aoOh7*SI+5>u8E`f^G7_lP801n_k^-xf>OA zbL9qu8aG)gm7kyA3{u6G^u8uK4`ed9Q^FoRpx8^jJ$mZO*=D0pjY8HLLd=qoC4~D( z+1BP##v0PDb%;sI)@Qe@9N=PbKYzZAgG0f?<~2L#&vgy&*f%{Xc{f8tc^NRv57>%H|(vl}U%bDVodj~E-P zxy!bBt7rQ@Q^1yUoE$#8P!MKa?lK=~0DZNHK%7`Eq3s~KOtfMR*Q%*Cb_@C9#!di0j)Zx0OM5PBS47Qa1Vl-+Lc}ya z*o_pD*J`SzukYcp11{=*0V_9jKuw#K_z-sTsbHD+)de)uc1#=cf1S>n|og zgexxc@bIwwwWw2KpPIpsAawoGTkB)>BUA)cYy@A~e7c78#6bCYEY1A-ry+(Dt{4VvU{)01#D-=FwU_7nKAEOq@4VPXmYy#2TXnKy5 zMjE@PucVa}|FW5{Tl3y{&W(sadHVEG3>57mx$|a*m*15;xhz=M8<6%xQS+g|||2QnoTIbIx*^ZZCUJ zUXnY4p?^?N;Yfw%z_42DVB=_^Q0oQm&g~??E8E)kna6Wt5qU854tD)>s2z-J(IcI} z3lO?aw`&n1Qeig>nqjm!z1ZAte>}raYkZWHKYU zC--TNEthlhfdh%Vat|cbb~xuvi(>g;Lk@zE;|T}|5C|D9bn~X4)QURhU2iz@_|S7+ zetw^rn6;OC8~B*T!3Fd-k3itYM*xK(>cbomkT+M4ss|SNDz{<75;(iAC(IyYZkZyv zht@=`Ur8ObQXPIGrr|2MXau^yBs8N5lZ$x@${<|Q>gvrCXEUs^kBNqOvrSkYs! z*zqzKwqS3s4ZW_kwA4%Xy-I!P*)?5VUB>ka>O3c?CYcu(t3{UMlAR%2@fjCdguFu# zNZD#)SAHCf7$5o_GmaY?@^*A|5CkxzlE=?6?MJ~#cvWc5H>=W~_KSPNv_e>u4oh^x zeRjl3^&-i;2a5~u-sCl~t99mQNVcW7uoJ4Z!I)YLSXu|q3z?}#m7YK~C@C$y%&V{7 z(bDqIWRpzRn7JM`Il1!JRq;v6kd3x+S9+dZ459NN@g|DoAAb~0q;04JtCClw9G{R- zMk!8As(Pfe9O#vzanpUzkt3`AG zsDNe#wIl~HX^Z{B<-Qo`u1zQoDR}$#gB{Z?)Q!5O!7X&HwOI;d_y)0-@E7--sp?P! zcdjBf()BF5wNq(*{180Tg--cl0@7W25gyrySR-j2C#P3M7RHIkPMZvTuX;RcCk|LZ ztOb_abXhI3NZGO?Y7@bssi_%u@7~dYG1DAZKmj;{8&^0YRRELFRJoTE9k7>9n^NuE{=+pV z9QGqa%DHF$wc=U-K)^V=sb7uJDt>+rPfyQ4Ppjd^=S9?KliQs8AF4X_hL>sj*7pG= z2Sv+BNhu`1srTH3G<7%8B=h6MR9pJ_+n;RRdE&q5FNDcAU%q?^0QSXo2`TS0I(jss z#bb8Lkxy7yhVTcVJ$Ue7)n2Q8Wsyp6T45a@q{*Q%^&P`d0dNj%u!_*$z57~`a_-y| zmC4kYpBWjo)4cRG=qEN@fUXPJ&|-FKbkuIXKYPGuy&kLAF$OJd0UNF-IP`86MrpWp zx8!22F)bMI$N7m4G05rXB#>+q|e`WQ|hh8knDINJtr$ZeQ`BCaV1 zW+V7CM7PsE^||wG{D`LX|e*q>=q$E>mX~h5$yv5@}S=m zqYB9Rv1f->2>-Y8$dyVCEl9D8USELM;$HGnY=5+)|u&!k5mGP4f03qbZNm4pds0*75)#QuUy0B&; zYa~M3k6W~mG{8tU&5;H~*&rZia?bs*$X2_Dv-X@W8U=ajth_uLKSHH8ZcLjjY3wOp zfNuY)_ql#Oplxo9ZVp_~fgQ1K!-hTJ1_Qtb+yLdhlT$>sa^iuQip{Z{QxAMTXIR_- z2sta?u<}}p=V5Z_&$nb{yoOCsVU}Z0AqrLLWb;j&i)9BbgYumnjcVw21O8Qv+U5|6~Hm^!odaP7o8n-{70X!utJ&_Wzbcl)d;Qb$8xc|5x;moU{Yi5e*(l{k+VY zIOK#Sdbif<9rD(!BU^2Hw|GTGTRw;A;8)aC{&#*^X8~N5xbes%1KL=*e$Jh6f z=lmQEH8^PR7k7g+>{9CmKYfx(13oNH)L$%hlYnA8}K;s z%7(lU)<^@ZF)-&9%$dm%8V*afu9f}}rP1`2Iggg`YhhO%+0vq%)(cue!L+sGa@1osp0dTqo%ve%+{t;HWdd8 z`!zS4yqp$Qy+GXlQ~#R5Gc82$K}0>0_C)?D!q||^CsMdY`NM5wQ`LX%{!NLKcREHhw3RDSZw?4Xi8Iyz)EL9I)~W0pv1t>TA4!@f|g5mu)uAnOL; z)FuoXpUlx@AKk~hcI{&6&+3uG|5VZPP8ax+$AZ&`i?6P3o!dizng|VJBO`v&X++mL&h9EvE(r4rf}(QM=f&9p=vaxBk7gNVTo z!)n@PXc+oQ5vC+>;kU6=g3Yq*!F5c2HSGk#i$iaNB9c-&a*;sOLHN}8<61z1v%)TG zaD04gD+w$tWXQBV1aq==Dk^n0!T2RHSbe4c`qwTK6A|R;^G?}aLa#iwl$Dj~oH?^z zT3R|ZG}Nml+gU5gI70Lisvu5b6;33YaD~&Xs8`LMrm+kCzD0YA0V3@^aDYB_>?RG| zvLdxk7Hm{I7~IiD-#tNsS99FP%^TCtlN{@bh3$G~DKtOH&FzoKTfZDy$9F$Y_h<7E zgYACe;E)!@osZOT>J=nD1DYnU?q=Bu83VH&J}EC!kTgtIEkCUHWUw{&(DqL(Ouin&|b~L!ZO-_ zxE`#Z{rJ$;2Q1>r3hGWkGm2*UL_&$i#Ak29i=-p9wm%#KyR$&^lgvI)FsKz~YA|ZY zmrQaX>{Pfb)?&)6S%C@I0j3k^kTz4V&X+_a3@EOdK{`96?WG=F`0s^;J?1YI)?=X{m z#xU~+9-72U-|HU%6DnPp{gB|Cu!x9_^OXWcN5A8*FLJ-COD(DzQO;?pEm5Nlt_8{u zMp=lHE+NB<$K0eCpWsPFv zIJn~70Kr9H_~wisCXu5kv3GG?1^7Y@v=~i=MCZQ%=Jr#`+gDtc{aPblm%f$9qJ7cb z_v}EliieHhtX$SFVkGjAxfoIQKC0iHg!P00MqVxC@0Lf?h( z!roqE-v$@M+G!6sxuHrV%0NhL8Y^Da^+#MSQ^md& zYi(pi%iR1?QOS!@RU)X`*;aHM3#ieAeD*Ca_GbsndL8ItA0!*s=(Y^%>K)U)N<=;) zvpFZ7oc4(c8j%n4E&0GBZeSWwG$;b{u46^DoG~?FpF8=qC_V=TF$30ngf;sK__{Up zjtvf8V3v?PZq^(c86?3)UKr(Zu`@MNt zlPDQ)L7r2c@?Z}{5?;WxI}aUNLEauhmgd{GEyQHd=>F;HTbOB2Yhh+at>>214a)bN zpFYJDLN!YEtHN%>qng&2QQzGnzhg(MYSnnr>QjY?6bFwSS)5~PFOZvI+a!QOU7a9_ z*o8Z8X2(u2FP+SBRrVN(Xp4!DUnUgHE@PY+H+~EaGQ#k1*m#BK+{(<%%;FNoq;fZ8 zQx?LiBB}^??C^|aJkXeTmXJ%$n$&7hl=~=5SB3J>E zFxD2O9}T&5RioXphGy_e3P%7c`*u2@DMVfLf<(@NyLVyuY|H^>IC^<~md06p{5 zPgl9!jjt4XaK1>)Gm-3eXJwM2^S@sIPl#9*_6NUSrAyMx|A*Sr|32ma&*t~P&oZki YvOnPTpV#glCtZc~bPTkUcbi@N54Xli*8l(j literal 0 HcmV?d00001 diff --git a/docs/posts/hw0/index_files/figure-html/cell-6-output-1.png b/docs/posts/hw0/index_files/figure-html/cell-6-output-1.png new file mode 100644 index 0000000000000000000000000000000000000000..798bbf3ebfac3751c4e1a4e5efc2ee1e9be2133d GIT binary patch literal 28848 zcmeIb2~^Z)wk?h^Y7(O+ZJaG$5fx7T{FZ}+|H{r{`8>=vQwSHI!=&e>=0 zeGb3v)80Aj3&}4eBqU}rcl~%kLgG`7gv3;%&!*!$@%%eK<1gjoI}RS#b+S6{aoELD zLhJDHWA;wR?QMSg*4@&@)yBzDUQStV!`g3;9zTA}Rb~BphyVEkIVTtE^)DB7FT+7T zKeo%zRYGFPIr`s}K*0w~35jD%m_KgQI}zU5;29olIiWFGeYnYT?$fWna@E@Nwfwxf z>$DU$DVTh}O-p0NwWz(aJa$pa?-dV9Vt&xlk`Ecb9(MN!+oRKMx@A{?ccC*nC8|k! zvejpsRetEcgWt@z}y-SLQ)zj#!t>49c zg1@4_{gg%j{N{8t-HVeye5E%9fA9P3vx&N#et%|ibK|yXM6Us88@7AJ;M}@bK;o$ zp6*_$6?RqKcQjGB5idG9P?EsS4O^G?>L=dl_onoOPX6%y?eoFM-#x$SBH|mEYZY8t zQf;~cKiGP+G*mv;#j5Ij=nvaJ=Nv3NZ+F10^VNn36*r@Ee7rzHcp?8_TW!2Qef?j0 z)&I~f`>%L&Sd#FQSI0VCs(8Z8PY*tQc%^_V{0r{Fuqbr@KjA6=SDfib7;ojg@{lLCvW6Xgy_%nBvcA}ez8Mb6#^Fe^+uw zYZ!z1@~)O^y>o%0QPd5`OdF#IN3XP&-iWm>k5nFfWg%}>a-HAdG1yt7*w|VU`f@dI zD&AdLJ)Nh?58G&0m00iD7QtlWBG=z=NHe_Mzs33OA4L@6+U8e@h_efwWz zkF?$}%s$~v;Rqo}#n^$zVh>pvNBHy>CaBHF0k-bHjstMC$LfyW4sdyO_*{~^KPxp= zzw-9Zz%Q4mDC}J9{G<9$$#x6@+e-A;`##v%>Baic|Z@sdMYbM=zW3W`J8 zGKI-|*!DcWevL(-T2<|cpHHJ=R_Ah_F9weDK3Z z=gvjjD(XcH8ps6qK3(tUoD?wD5~R~g0hrz2Rp*fuK&$uO%Fj8HM<1V_mN8Ie9K;yw zOx5wi!&^O(`ypS7=NPrc!%OD-AV_bm#nI$z!ArHvIC9^O_yxmniy2BZvigx<9 z%~;1mQj;AX3UUIsYku;$NrzcOtMqZ`jYX zWa4B(iaonC+FVK%tB(x7e?#&5C342q-7)yHH+=K`s)?O}OHFOYwxwf3B)aD~Wq;7j zML4n+CZ%iNP;#h<*%Q*=)1+Zw;=JS9I^(q33Gpssrn;Fvs_n0}<64e&rJGkA~%l-GU!Q!L=4KT1_zCz`ZRZ*XU_wKg>$xjBCYGfc@LOvkS`NHML>cc>vKJN?n9Yq?r=oFZND z+Sp`7Efdl2bShQf%X2zzdiJ$0QaHNL@!^}ZsuTS$Ly-U)5fxQG{4sZAFg-6~{yHOi z$jYtPEqaIYL^<0m#8Li$(4NDvL2?pIo}M;SQbC+-ZWyLo@gF*rg)6tejMX_aMn%NY z)$$z4{i4YU*IJv{6-+aq4^LGmhnokwZ#&ebF&m8;IZCpQPSwe#Ir;DK^a9c^E!k3) zWrcU1%>Opd_Q<&w^15oQqe@Z3$(ZLM z!v~L1>eg3rb1Gh!UXm~66wdHOKzNzu(L)P{0BaOIv6>Uj0lIP_eOOHbysE@9#Pk{> z%UwLEky0l=-Oxq6TL8e;QNDvrcDP5Q=b{Zi{UPJv*MD1DfE`#?pW&L?lRMV>_QLwI zSdEGHk|+%g15-Da=B34<4CUe1XHrFzW1EVGsIoa^TKD=iM^{Hp(IWq1yn9{rwln&p zUO)|tlP;sIw4J(2#ZKwc=0J_eHM)0?U~d@a`gp3ibzEKIQNLm8jM*jk z4nL86@ayPU7Y^^)5g+UF=9dMn$ywb+KwPwA2}CP*KWujCEnF3A^YU)M`x3g>=WpuC zg%k@jKRa)MZQ72jXCJ9bGz|DlCaXq}XeX7l{^;6f&82zCd+_3ePKxfA4sCFwH~w=< z_`fC)JaC}IS8~>-S;>1&+6MfIMNZE7TK*ql2>u%rdTEs#wvJuJzrTbp3NHQ=D36;p znFI<~C!3aKx|@bbBrM$2JM3oq$-T4J|B)K|&%>hRa#t4C;&^&?_0O8C-9A^`c>4={ z-hT~m^Y=X!DZPCx>}SMfL6}`~;rlmFQjzBGq7GXVyc>T)H#`57G`8O4;rIR{#pW)E zxq_gm@gszBsoFy^OZAA$vK0#i8Ooj>y!L7#8@3Vle(=m&S-z&QZ<+1H|MNT z%5wVD``XHNP=(QV+JHAoXRgn_jPN6%0&Lm>lgm{}#@47fmB-&d>HA}@PNI9j_Oo9W z;^XYHC*Cf|JJ>~xlf?O-DE}jL)%%Tg)i|U#q_p3?v688Iap9G7OTFT>$LMm)GTI_< zELHPL>^~8!9nst6`-+QpZqX~Kb`=*gH50|zGk7WIv(lEt6D9-g02ql~xcsgD2 zHph2tP`Us4cG+bt--*^ud4?xCr3AWr2mL?eNY?bXzmy%?0_tqFubgS70{AzltGW28#Ch8@Mz?LXQ2+0@ zH04mZLK-wpnj|dJ-&rG1IFLP*tnv`GRol;VwV$C(3_lQG8SRHc-LyGP*|k+6P6r1% z$zKs?`yf@T&lVmh|YVd&-=%8Ruq6c_@YF^RNHzb>#}g%wAe;P%Fu~&^1xzJPT5x` zhMF|wt;@vF&|fsDk4ruDG@1LOuT7-jpYjluk#@Spzf|#Aq%EG;eOECzm)2kS+`b;UKsoB5Z6B z`W-Xd@A`DRMj6{RdkCx6{g%*AFO^=3mtNoGWJZf$b)+T81|&#w?r6ti_g9DQcxU5v zV^@0iD5&G5C+AGv#!}1aE89Zosh8_NAq(az#N5yG?3asD^zE)IIT%eMm#<`w4t8bf z7trH5sQW2v;NH;}x9D)5*f>Fq1*XUMYpaj6XfCnnZ7GyK_=L)9q|}wn9PThJ$$feh zbM5L<%hhiH3$k+kfG=c*M8J}I+VOkX>(c8t;)Xi2kJO}CDv!Rq?TQt>f?1|M)){`h zf@yf~(6#^z9&V@B4JFg|`~LwH?5^91oKGcw!D83FR5{p#DX^(abFeB63&tK?y}<0m z;Yd{Yj6!SmzR<^&`PZ$R1Rh}?vJM}XgNJoF3v4+ zhP2Q3Q>T9!=MkWzF>$;MG=fpxV&^};UZiNNw>#!Q&KORYqq;$$*)wUt*;#X&I% zr?3o6)-xn-a1=M}b4OZhfZbikKNL_jGOCUt%1wcTH%h8`9X~TDY{>E`67<>zY8-lW z(rBy(`z96phC8^KPFyH;Azlm^|EWa%-xu)znG(UjKKVaa(f?JDxu<`cG&YxB|}x*Y&8QU zgHd+8WU{f#1?hPc4q$HsQHajYcz5eUFG%2|7b^cp*4)*6Q{xE>3Uu}e3={eDa^qpe^LGMms$Zz6r{H9Pvj*`@@!tN+JW zh^H48R3`)?!?*sr{L-@x1&f37L=!!s>b_o7U;Q?BRVybUc{lKXUxCJ?GtVyP%~`36 zbf+d0H$IC{54{QrqzyT$7}Y@p7?6$N1pE z=AzMR`>d`s!-vNX)Ax5u`#yNgQ$t{-a%aAr$#sAfCI1PbxxDXa|2VF&^!d&0L5%cz zmpx^hn=eieq(!t(LCA>X9FPf4K^@gb724G`y1fbJ6EazyDSPl3@9qsfV0hB^(a9+p zDElbO@+G-{$_?_MW%hQc~J@f;InAV~TnG3DZNtrhI&6AEo&bzes>H-> zy^{Dc+I9zuLdVwfs3PrFWPuy7gf3S2)whF-u@F+r2?)g9Thc= zw{D_ZElknw+Dy5Jhl0BZTN+wN1T#k3G(@4RB2V0Ew74j(p-y!;JKU|xu)Qj&PR2p* z;p@|&8Wf7Jtt$q}Yu57-6&{V4&LYVZST?NOf3mNgpI}f1jV8OlV$Yh8;*rW&_28z- z!F2J>!!2ILT)Fr9@~)tCRyaBl$MNmhn16n(a(-lvxx?csNF^Qh zgo?LX7$HJIQMrMGs9l)9ZZ|%pxAEdl=mLT}LE1)Zj>ng}*ExhRfE^x7Ch%4w^TyRT z9SPF1bui}nKK1R`qHS7m^x5W!Egs1prZ}X8U9HjQ91?;)s!?D?TA^)}otm-q`bw=1 zkJiJu2%;H^eiGWf#K)RuG;vr7Ms;Zf^PYUd<2ZMyXm0<=%7h`x4z#~qwJPHHfwQxu z^qaqHaZ~i_f0w_;R?%nQzN&@WYQq*=0KzFc-T;D}5$XOJ&fwn4#Ng--T0v4z688gp zC)N88HF((JjB`x0+-FGwhbp@*y}hjYIG}GMRk0F@Hg*DzzsB(6IlWJ$C%?yfOVS;4 z$uOyjU5))@l%aupYE%c-b{&&w+v$P2)f*&L#GB;>KFtT+CcG z`t+3|4#elXi#JVwcS9X(9Or#<&M!YqXVH^mD>ya!EHOw)p_R|<4fG#ht{bbJlvWxw z*&kapv3<7koyQj0dE9wgp&M6_3VP;G>Iv@;)R;WM#zR#yEC^2QlrH~m+<$i;ykX9{%l^~pIUz0Np11@VV zHlK9)E4!uW!q1Z)e?5b*J_!|ZGxX6o=RDN20;JXwqLdHBUsW4?b^C?g|B|k#N)k+B zzefdI?REeTC7w&x91`y!5odBa{S_A_6=j&c0Zu;4DZ)@H33tw4MCl}KlT)Pm_}c~i zOa2t&P-N|5)2pAHon;(Tx?_RqRm!jQO7)3$oi>CePujVZTR_s4K!}TAC=XQXrs9by z4tt9O1H+CHCy8ggJEmfHAjBn;V~?k~)#jPV#j+CgN2=0u`R{mtL;cDde!706XKxD? zCWLKQ+~ZVW!H-W4<#9{S+y1KK+o78=+L7Q|!CWOkaa)X?@^JSJ(EYdazb9JkknaP{ z)0{{(@8oavAROC)0jR-hF!=nQekI7l<6X6i6Qcvg@v)Ic&k|}B?W)#N{-GT>-tCcB zj9?K;5!`#Id!*A^f3_B5 z_lRVd|)QQlT-deR%ed4vdqMXeEIB4_>T-r?W@j%@|V;_wr1f1|`h^&D^iQhMn$ zf^!I!n^BLEm=aNI!1IPMP<6yme57YM5>jUXqfp=2ffYMw?3iK6K7#7YE^#Hj;JhWy zapwHByV%flRCrw5O^6+eEHZmYOiRVFp?R!int8R0e^`xxt*B2LvBc99{Ls{+L6O;u zRB%(fE1`A(!fpVcB$}=FDL~CMAN~Q^pQQA9m*RE2v>bvbf?$KYdNKmY7)DY8@w$_+ zTM?%M%<&RHXsvPD+A}lelzk|Wj-omZL9YaIhCFnfdVkS`GVXBSFYA4lQ3}=G(si}@ z(iTUDt5ivCouXhYbp}^KyuqUH4{aq0$i#nQAY*b=nBZV67m_NtX56~oe`HU@0&{xD zp^0>TE4>v2^)@=zKlB0lqK!ZU*k_QzgBtSW+??`<&dn7N=y@zjyn*hvl^&~x1bh(T z0z`Qm(vfh1vY{xXRgS;A90=MO<+(p(_;jT`1bw5wt+L(6iUEdLwE5WU%!PEMlc$aB zVkhb9w>td4>RkDk{`xnh@`2}2CuplQQM&HgFdfWeY_86ht_S)4r|~!?gqNdjXN?XQ zXyl6dbr9_2X-m{0nQ5(gZg!Otss2E7c`+am31^-uki`GX<&F1Brl*51dF)F8Y?W9Qn`0*$Pyx2rq*{x^2{YZXA?4rEd#`i<7rpn;oX(5CEY9{*+NyMF zj2Zwfau+4JN9o?(YuGM?W+6cNR!#}>)YKWRWDSBpPpZ+|<2h1=9ss$ohHoHto+T7OCr%;3QbF z6N)w!3`&^>3Ecg+HIsT@;ZCxtzyj}clproa#5wB2he&=TX&4ybugFV#w7*@qM{GvY z4_U-Yuz~!Wf!M=lL``&B_gx9}IT8@SN3x=vKuRRL1u~J{J`K1DIUlN?zxrK|4iL4` zR2fl~%FZmmOVkrsEc^j|eZOcB=*bE;of5#ZW>qlIo_(d8g8LVp#WKXMy zY{q1l`?SiFTT4pVPDf63CC*Qnz}Zo`C+0vdz=V=f-rr=*ZhtflCBroI8e({1lxVz- zQAq4I^yy8z^QhEU!tK4dWQ)@J?Ds#Ax{ibetfoYGf}B2743?XDckx$?+0t)*i{?zh zCJO?7;CtsynL7QBiCpzVUu4p9;uTb4=&>cHC;lUf%)jF3--x61_g1QqCxEc}5^1ISK;t@= zuOFQXRrT!M9T+IJNv=6Rpcthw$u@%J(j(7QIA7uA(I4PM+)ADpa2MvyNls0<@K&JW z6AR|pz_EZD8Gs~xpkj`o>dtt5dS(S;lPcIEB!KNHi13}bv@;J*hCoSM|(EZU1C(|146 zcWrExpBK@X(}zajdtJq(G7r(A`jz8_b!i7JDT1CHhHo&}831NVS1X6VRnpb0mm07$1lPSS@yk40IF05WV3u_*R%f zD{D}Ton{S#;pw5Fq5vEOkZL*uN zDtHVqJZ`A(9eDqoA&NT(UqV57o@!lQkIb8(np>(=*HYIs=?=l}9@(l08{;ZM$v6e4 zeB2O<02^K!p@+o4#QpqVsT}t~<)gzc2~(7%6_YdQ1hIqN0-`O6*KoeBj%R03F4L5d zbhi#nn^Dgs-YX$_CYp0)2~?Zlv4NcL%*n8loqo2Gy<(58{U!)=MH7$%E4h!d)2Hie zeYCo0;B6nRF35ce_1vD{TZkNB9~tQtP{s)80%f%?BM${YmEA`x#9#CjQy?+vcYA=N zFdG{bR&!lM9|;0fLLY4^+>Zp=Zunvxa|Wu4CPvThB1`Pg#wc#1Z0!wrT`0Ftcnx)% zioT;;_QkG!tT|LzC)Gtk#UYr$tUwOfs%WJXb*1Qq!$QclOb z1lzRt{gXLuWGE&XGF0B$3YndBRCY0x(#Fs~^W#v17fU!Bmqf<=SxsU%VDR`8&nNZte@1T%N z;5WeoK}{CHxw#PDT*}pkTG)H!3Q5&~oux9X3CHH@f27b)qh1w9U9NAJ9g}UA<0XL7 z=6KAUB)T#cVIq+|bWWr}A#RCnZ=}dG3dt~6?%VB3Rzay4Kb+7>x6+Fo&G%3Z1<$w7 zDTM`8?2~{wgP0o0`X-`6SxfCu-cFyr`1;h@o4++5tF0C*R7CX2Wxl)R)3&84-asT< zR^gQgd&(Vn`38~~(Oq>5-Omf7#X;}mX7`GjV{#>fUo4Q6;)2T}c2&LiN+5#?cV4E~ z&BX~FT^b00Cj6RRbGrZiPH1sxQIw! zqMc(mhN_<>rRjSaQbh~So9mWVMa3i8kFbEX{xoEKw~h69F-ScqZ{!k-^lS~yhO3jL zD|n!T(VZpUAeUf5CP5NpwJ_6!K2~#i9OoRA^;%zu7g<$)(87Wt7Ynt;{W40MtNyM| z$bU{GrD*u~_F(?&lm9V;#oyQQ`XBDL(JWGR$=q)R2lyTs{VPxce7R^NBT#Md;O%}9 zs=5}yS1;11AquR73zDMcB48(=EwVk7|tc zi@gx(*5?lYL>Zn@2%|zc=(OY)kt8lW%3K-8iG`R?{TEC&>a$fOaTA3k=F8wjA={t5 z*dg!a(=0{q#hil8sBejKBCE$xlfOT4deoIcy?9h{_xSdBGud=6C`8^?+k}rg>Bij0 z(jkIMa5amBM4O5u0;j{ms-!+@;$Tu67|~V(9sY1=lZ!BjL6SHDXjW}FPVIlTYq;e^ ziItwOKj(C`BlMxm@&42K)HMT19*>j!txR^_xM2N2hp22zPvY9Eex%gb-G#hHrp+M6 zP@}gK0`S2<>mC#{I;gjG*q!i$D5eoVOa8h8W0{hh98K7ic1K!PX&72$aXwIyOa=ac zB%Q>cO{1%VR_P>%4_2dX(5TK4XG0Nrm18F%m!BIy9J8 zVy7l3YF2kS`lQQztDaW;;H8EblN{4BQBa3+Hw5p zVcyz!n{!J2onCHcWJkK(sQHKf+#%!4<2EaGBEtieYFDF5J}BUvO*E!Hqmtv^kWOEs zThGn-tHhm)HST#W-v0d9CF!G^3v@oLGtX7+Yb{0lBa&T0Llm*`X%5C2B5aPTTKA`2 zUA4S~A$+h%%&aHXAzw9n4HRU)zyars8-Buf9e>o}{N*-WMf97+8c%tdv13Wkj)!`^ z1KJZzLiMwA*n(=B(PKL0p8B=}{Dp2^8aDL{DDywc{0_M!(5Gd2@bmUy12dQ%(Eh<@ zK&E!f(SBKHb;E(paLOIA!eSXdHL-?&2Yf`4@B^DL5@XrATyEOL@3w( z!3#}KY<_V&Nb3!!GQ`i`-s1IbRIBGgUSH+uCtoX$JwPE0|fB%P^Lij)W|2%?0crad%_zSoLa+3Es>1oWVc3UGMrHUC30k+#mEc~~7Mv|!T`NuN1;Q{abG;wV0UqMzP-9C$FG|x-5>@za0PDr z+!7qsVhJacnn&3G4x&5t+K`da1S=V6-$UO<1L;En%jKh6dSpfwdZ~@!HM4yG`Z3>8 z8qt^pkGmc{jbvX`aqqm2ZPSVnT#RB$Qs9}~y`ku=B`g5+6rgFdTk=E`PK2v*cFRG0 zmh8lb12C_p%7i!O|NN&8Izw?6CidoD^aoHeWREJe2IT-%Yb^*C3GR8LxjR=D!s;WB zm4_7Cv=O}H2zfvh(#}9hrxYypz608s(wY+3LYVU7 zs)kMtRSyETSfe^8(MC3J?j?=MVR2^jt@ZgeN0dWK8R6GjPZP&tFU$q}^hW#6xoH z58jKe-QbRv86%qt+lq-GD~>G5aF0~4$I)`l2}7Fs^ph}&1xGXcirem&NVt+_lTQ5g}eq^6c4JQ?rc zrUsTK+K3%NOeb-lV!0%zm~U@fUMz4KLC4MT8c1vdc+vj$B+IB}3k^6CNK>0hE)bOhW( z%9E;Ap~5q#Vj=nmIQ9v`A>o9+>hzw6&6jKgAH$P3iFKmqsRNB)Kfq!go@hN>I4iXkM9Vgs(FP{?MW*|AUr%eG#Y6W1)KH_6FY7JZb~)Y7{*N?na8Ydr8E8bP2H zrcem$VWe#G!&_C7evlW$A~M;B>3EcoscD!rju%nurPaxQOnV1C9b1@G%AozyKZaU7 zjBWg3Lv0fe1OY++Jqh}BTGRkRnFd}Qg5RBJu|_a2+il_7zQ=qwn>ue%lv~>-wqq6f zvgr!TDQ8!t(MHI4|NG1!2G}iQGFezcxF;S-E_e7XnZHOgd30*3{Ndk!o~}`T=fkD_ zN^40>r_+a8vW^fqje!8!Ai(O=#`2;&D%rGvlL}P3*nj+kxJMP8(k9MN=Xs)nBF>A( ze^8@1^`u#or`9Hq?-^(hF@$&m;ygT|4awtbh)eKSA+^y5Evdmf$9Kl~i#D1(!fqiw8_vXyh%@w{NaKNSkiPcd zy>BTq@p_m#svmw-AId1V!~+z2qESUzB8HFzN6&Y>M>Oe#{7N=0I2bkJ?q4EXE*9e+ zxQYAVaau#}3M_FKKFh$88h!yOT}w6;B=#=-<7`(n-LKrg$6hN(CWD zn@w@h6${TA(@U5nj5-JKv&@XEnTx)8jE1=V%qLN}w<V${{;?u+9`Pu4c`ByADiJtDc=XtE(jL)=HkQjHv*ooVaYwOPk;RYHJ=scE^~~ zO}QTeg44)a+FRJa$U1y~*Fv-qd9vGIy&#ws&g7=kgwYhcP}An9Ww*IO#$e_#1s+Wps6Ep5I*hE z)H#XGsjW}!pAM0ttiQ$B>DlFF$UY>&-N4cXLwC-=hI&X@mrfxT{S@Os+ONRP@MXy> z0@1;F8T8n=4;-F~7SRVz!p^SiAT3T0ofguvtJZ)k$f&IuWHpK+YsAk9O$fqXn8$59 z+g_iUBe!bJP*+`gz7p{QxEN9%d3R@pE@E9y?EkzIMOd1)?JKYlE{L;wSzRQY(L|ya zQR!FlftY@T>dKTIV&(-?Gx>lLv!>crIDy?^FsYXmOpAV&<0EvKyF8jQgW=iZmiIRH z7@qGlGCwjhx-*5;*T5PSy^NZ?N{RvG-C)C0{t(tuum~A|IVPkZC#8s>*IlFF%ya=O zPEE14&vcW5GMC=AKSA3Dt@5n(71?h`b;$@FF>3qHyCKXcupZ}5?fxs6$m6+2b!0i! zLK-&k97ik89te#=l@s1m+}sFI!HP#}vx%KxvXN&JdxueUnvQsP&(Ij&M);`f73=`I6mA*u zZr5H=Yhi?YZG5c*p##gbw=@NVL=VM5-3D(fi_yn({4RqNh|BL{<*lNa19+d8VDArq zYA424beg*ym3Ff5;zJ{?A`a^2H4$|Zj5%u6cj2e;>U(Q>F7Y6?ae*{3||as#WvdkUojiEJaw;s=$z1*2UG1` zY+=Q25omz6xlzMEvTLVSgYDx#>_QV%T;;vY9z&lKm4jv}c&UE3KTM1X_XDXMXQmvG zK+W^2=;`<5qZEGl@FCD&mD$DZB7Pv>fmN^{6pZ|lXO|`Gl57B+A$ceAN+}YJ>}vyO z&>&L>92<Xg5L{2XD)-;n2Vq zo+Ed3YFuW*J8F|IB!A8Yxy;q%xS{=@?e)ibgTWJdLn8S(c13pFoNFzjoMgLR!0|*E z(FAt_oCyg)JJ~F2$y_Lk!TZuPT}4tB6LMi)6vp^L8r@Fwet#??0 zoNi3o5F52ibwUI7yRm0t2QMPq;}=1#S)FybvnD&typGu=I;UqUa8F1|5Cu+xypu|dm1d!Tj+M`UD zo$*n3)5*8iPc~v67K4fDC3X(!ZwEQP`g)299hj?UXtQz$>lly90rkUXbDOJoSRn2l zHQ*mb7Kut}ykuUA7{PI~_fD=8R@JXe9_myGcO<-Xbj-b^Pt#VKBD_Bm17&`19uK zJr69WE-Woi6nGU4 zHESW#QM{m5VoC|r?ofe6LQW~vLdHVT@aWDPa}Erg(=;_7lI>2t1uR9DF{*wAb2;EK zSl!aVce1`luU_G9ejT`9$(}$2&AEe-bRANWH_`UAji8cI{1#h*K^vLcM4ipvd1;aS zU6-P6y5$78Mvzt_0H;);h>8gbtb(HW<@*$5Crep8eU_=CZ1OS#{!X+-3bTo{OGvVI z$hO{QnsmYkOMzR)?KvA4_O$Y{M4Ft4yCPsrvFN-1xZTH05cLvda-Nn3(`+g2M^LL?cSbRS(Tgo0cb-jS(&| zS$I>$O!N(3Q_A5goK=hw|JbE`1AhD7xhwY`Y`^vGtPSYNFseSBFlxNPX4rdvCI5VE zhhqP5TmnZig<3PbqTc4b9nG@q6NPYg@R5%i_eQEJW6740v--}c<(h+`(O;-u3Km40*(oV7#aD{`5(~5nQz#QVg;75bGCJQ5tBo}2G$sX7p#-44sy2o z;XW_^Fs|kqMj&Y%8;74szv>C+KuB9?;)KOFlD3Ew!2^FW@ZlzCIrLm{^X$?R}fq|1orUixq&I6~4JEQ4|Xp>_lUsZ5vc~)d3LDLKa6qiC4 z3)V;`uGBU#qCnbTmF60;hbCXed6^A(Mi$m;Xx>~&BG5qPO~8uSUbD2f-lp5dOAo2F z7_D>aNOLHO0=5|J`$%X3!oRHF+xaR-<%pH}-q5Y$SDlNk43C2W7sID&q7g zY;ArS#|x$S$FWc}N5Y63H!}dxcXqJhcEWPJyf%Xe$KL#2^whpXC?7SlS1`5M2@sfc zMqB%_$-F{$pdFYTzGKpyIlZiM^wIL)EoeRp2uVCAqo;I~J8Ik$eP(tMwLZjI_%8gM z^KH*WMF*^ybmila{!9P(Z7xdtaB`bdz@$N%Xh@Gm8BYR(WgbrHE(#=KWeIJ!07E<@ zzX~dHs>N!M;ycDK9EC~r8D0~DM7@qY=u~Y`@0fB&+-;fEb>xZx{pA)jL98;P5aVO6 zQ^zhTr5nMafC!v9Lco$*6v+U&+&6a8e4i3{PqKb^!ZAYkjv9N#ef5wEo*(a-3@;GNs*m55g>@d#=`5Y zR1R79XhbO$isR1vA{-ks1;849m`3W>1=b}4%U67^uuqW}DwSrTAq%%dw1G-m6a8^h z+LG&-$at}fi5Ll@NuUaflM<0bbdU8Xwyv;pM+pAOxq zBBZmf0iBxz7}7#bl4(x~HT} zmP}%fdyyYWpe9RZB$|~?z%kKdrZS+}Mh|JG1o-C0!9AmjikK#9y`(lhVpAxB7O&3}H-=C%7&3-gXuO#@kSNlMn^Bs5 zD2OR5q(QO87Zm79dJ9aMt_Z@d&?0QbGeUC-k1a-7Em+@2gfT>g5-dJkV&D<3#Qq^@<2S)r$pbpnX7?g!M~8dv!wR7+kLp^Lhg~O-vvF zP;k)Ia+r=(eDjDEl`IgVdu@dDX&*J*bCrR@bHyj8Oy&6c0)Zq{kb_hJ1}3elIT^Br z0Lj05YQYV-V~9izp16ccXihzGGXl73Q>#AEd^>TmF7#B&Cp80fdT`SiFTUM_Vz{aH zfu-=z!tgGs*fF(9$i7N}ll!2lBYP)OhyPk~9M}57$9*6d2-DU#mu0~{v6mHlx9v+e zR-K&#eG)=(UVe4&`E-;w8MTwrK;|w;62jwOs-ulXvC19W{+cl+7p7Vd#G2bQ5nF2}l84Q2s(=j7Dw=MJ(1LFW$WK0O z)(p_Q7%sC=*CBJPQ2LA=Jkevu)5QXDuvNlK27iu z8_~$}M*uuD@2L<{l})G%-2_293M;IKG*445AgaRg$u4i4`2&oQy() zrquMMMop|OSMA$N)%u*pTzp&k?XSya%&P@2InX+Y0z^!(rbvp8U-Cpy;GrZSHhLkV zJ}k;SHsBj6e7o?M4w|+^v4-@lHr=REJu+1PIjOP?hQA2(<5~h}B!r*MRq44x!U`dF zipk{5AT|ao{s`2z5e(e8!u1tEsb7c(swhMEf*XAay@0$XYTkpyDfc0zD^QRW93Sk^E47kFSD#oJ z#LXht3uQB!WSLO1@|2+8VF zuZ74g7OO$`??+#{PEvm^X=q|29X&=MG$fVHsU@x&Jr2o2my=!(F&l&GJkX>YhCo1hEiriD_ufENLYRY27yabTn3MAT zvUw5%2Y8oV`196Ik=)Mzt^<_Xf&=_Bc`Z{8_5?^O$^e>S>1xRsL{B-H>4jmfL4Qm; zd{R?9h6TYwi(Rzi=QycVyFR(sXavs>1&Ed{O(WXup{gh7O>9$1{^I1oV^TGdX2;>U zFGiJr^2jFXh8 z+SC^1??<)(gWSfSF03ri2kR zMi)pyrreB^1NapNS~L%CaQgqgq9a z1z7?ls@Na3{i*<I=kd zHRpzTQzgEl)@S>B*z*xZzE~6cK85f8_4fZ==l)NNygUndo5r!ui#&4sA^^CSLXzA= z-f=QdAYPRczC+rsI@nAFtKkDxCW%g|Wh%0NwOJtA9|0@i`Tp??yG{!TzHUbS*|y!{GioZ;{|9A(xTW-5)<)-eKfNHkDbFiJ8z8UEQp(vq#PdX zr*6Zfv|1TzI;GYU(k_@Ap}~VX{n)D`_O(~0zs+Q^y3i51Qak)$^Dr;Tb6_&6klHwi zzN-OsN6NbGSR~xNG+T^7lQ`r7lpwH@ep8%>s3|EtA+qbI7Ld!!wv+q@to?hKiG=<0 zaP+$P93?nQy`HI{nu{zbe9@E|>Nujyr|(kp3ISaG+96!pP69_JXsxGi6oXoKm<(D# z78_e;lV;u|n)H|i#Az#%<(AOaBMP=k60Bkkfh)AOxd`qP)CFoNB+AFO!2AZOP_|J| z;4l>TpP&*cB400A)xl<)^L*hTQbq7{ClenGwiRi}Tgr5*Sg)7xxPLHlcux*Qa(4q7 z^Ix@+w}<9Z5mgaWunI%@DU<`0`ue>;BQ2KplPpZZR1@3-?^%Uk74T@Z>>@2gdVp7NznOAP*eZ8iTlbWo5R% z(wm7RqbV?+_85vR+rYsRqEWON!*4I(Gp=Xj?@(n|Dv+{C?fh#Jffj$Y9L-6Y>bqpQZLCg>> zYCQTOPmH>i2VSGGNwgT*RKFI{?q!fD z4oAdQr~W&2)JLsQCBzObSh(9T{MXc?e3rx)+%F~GFC$lh3mcL+@@_F$G1Hh*Ebk&_ z5&0(2=9P%}JBM4*imFH!ff_HIXJE3QD@h%bjX-};b0C8E7}TiSR>tiPKyT&FBG9!M zo$}DR8KZ+?A4p8`1&D_RG-rv*gDNA==t9gkNpe%5KDZ)k*@j95S4E>t9l_0_g|wkP zKfHa)8|2+0mqPfR`UC^6k=+SAP+1EUrZ@B5c?0Qhhi>6~1z3tXwd#$yPrayW4*&!M zEqDUU^3%ph4Aef*4Wf1gTgcR=?mYJeYMGD)>x}e-eN#`)`fU*llPjw*wK5#FO>*xr zjS6EBe@A6$CoVeSfw*nZD*d9=dTxHM_wRISy8xCAxEcifvBkG}Jw?K8` zRu9|h(vn5oTp2%^K~_;_<5(n3mMH}j$K!stS(ungYtbO9iza=64XD65j6>KovsB~C z0M3{ZkffOfNZ3ivi2zMhZ5_RuIpy_}t;jPzt7+oVN6jJ)gF%WWsGUP`@B_JHn4|=; z($=B>r`p6-iyU%f*ut7Jw7K5{^oU_35X_B)i_tI<0PJgZgAxDXY9_B8#gO>-IgrRO ze*rghmbAJmbD(@cJUM}4Sg>x}`EJk%_*ELTRvCp@UXeI=D@eHfMrwYcVQ0+JZ5CKh zDJZQJC+DI!=->wRv`-|C9wAjfpbiaird)U2#O~dJVDiM7kW=I0kbWvY{GqE zVI26O?E@m7hyOAyKj*~-8XB<+lQk4l=Kt`uP8&^J2ZEH`gs1@ z)ql)fu#LSx`p}DjYtu~i9v)_#*zXy7)actq@xk+s1Tc4ewMh8G;CQ&>OXcdGn@wYG z1J7I|T_f8%HPyrW)Do#N!9V7x@#M-nIfafpnYV6z$4gI_RZ}yS3)xdzTG}BL>VEsx z_vd}1lwCC|-WMgrFBR$Zo>0}?#nRKelb^2%&(LnTI+SvGckgPl^TSPs1jP%Qy>8vS zwCLxlzaPz?x%BpLtbH1d7)Uv8e*YH0&9_r>a&l~KZP^T#fq@WraDQEl*F3$%+Fi>7 z7O(@_#)f)02?;@r2z6hhdGqG&uY3B%PhiY#OafJz$2eL?qM~w9h)45>{SdOs)!YIsQ$|3;wapb!hS-wLXfD?LOfl3cVuQum z{j2?2vbA{cO?Jgc%xQ1x@={Y%W6~_}eDUwS+Vv<l30jk&%F*REZ|;c(Cu zPuEv1H5*YhoI6s5>LLE-&1F{7D867inDCo5d-h5Nzu})B9ke+2OWP0U)udsr+xW%J zRm)9$M4+uYIy!b|qG$H2-{^N~eLH3O%tK>7xf_NMU*p+qw)2zVBfsce5O#LzSzEVV zACuPbtHis4BrQ;U=es>{n)S;MunB!J{mh23V_6OCvs07azJ2?!u1B*8Q^GFYdGk}t zhe+dlhfa06XEEB*Z??ZqPfsr{FHgftdafHF3ih(j&3(Ht40Tbu70cY*{Kwbmdwsi{ z7Q(Krj*iJ+>t{4LvRJJ6*w~%m+7IaJ2KDy#R@T=i&Xd)@)35f$%$Wh72()8${qoFD zZQa__lvj;oV)AO{uj`zH4yV@zhlH$Rs`yW4XPa>|v$E!W_Gx8B#VtIigtRoJ?sU|m z`bz_MvdM&(WS(aRCH@5lt0-*V9M|3L*znMK`xf`k=it!4i^Td1R>)2f!dof1aN+ak z&o7@ndp7^mQ=q1T8Hx%D??C-|jr7KxejHs}TTA16gM)($-yCBoN>?14(w~{BVz_ob zFD=b>po7mzPS!Ut2*FFIPoG}d*q99aVSIG-R{Cv2HolniI;r%HF7CvxlTUxz@8FQs z+t)WRAT+?eu;A}|1#{#Po{?a{OLuUo(hV(xWRn+Aum)O7rIaJeejQU*R?hSnmi5(TS zKC0ZhB&S$#zNYG@`+J8!-3{mRc^MQEKReVv+^-X`I1D8>o;TmhNbYr8uyx`d8mJcT?U%c3`A|VrDF&R%R`0CZwt5)q?v}jRL zSy>eTlb*Rbw=UgDcHO$kysI`gHkl_r+DBJCN=iBJszBu=;t49KKGvxPp(1{CCkD8 z;lD#)e4MW&A@TjRkKMfz64yV0aasJ|-c#aVW{0ouQfdf+g8#j*wF4h9t2i%Sw zb#^;ycW})KYZq5LXD1m+Maj+LYmT_N9dlKZl5+g(1Cq`zwo)&b_pQZ2<{aB?;wm7p z>Ky%lS^)Q>wSYjwF!QG$4NgY%G)L+N3%WRW&W$z4rY*jDb4|?p4YF(R%ig{t!noZrKKZ7E*UKso zx$7!_t*+a1*wd!cr(HQ(QQ3P<|3rnBVS<6!3|xu8-0H;GmGp-<>d}kn&QCp_gPRr* z*ckCI`0-Tb{XcLD;NBCMuH>$v;PW@oy5FMrf{wb%O?hEU}X z-))=rfw^s?Kv)w~Br<5I&Z_89u47jHov)hkj5d9Rua-N#dH8d^V|J5i?tB4({WIP@ zZKLP+ozCnTTQ9Cu_w(V|8EV?>kubiyX8XAX4!#(vm z1ErfXTKvYWo80TP&n;M$-j$eS^HN)(oK9;S?VI(Ype#~Zp=h)wE&a&?<=fsPeVwoF z9g=T2ax22Eis||Bk7a?fear)Sy;){CcT%I&?U=n@-6?hZ9TN;nad9EeKCLV3_n)3$ z6|2d1d;ffGf%izo!=Ij}m%hK&dPP|>{AfBe*S$ML-m&5Ku7K6`eq+6Zr-jCE__SQ# zP@y`~=%TJZ`XXROX7rAWORak|>vZr|O*8F-Hy?T`n_GM~|HI>Xyy5Jk$jkB#8&@fx z&>HD$dYNWbWbRV3Aymdz=k)8!a0MxkW>4Fh3s*-(o@fwFN-Okg$Z`zViByVpZYf;8 z<=B3wf}vV*%lrqA?$w$(7Yul3{N6G-oIOxkbg1|Wt)ROHo|JZXkMjH)4%uHg-ujd) zqRwMxHJy0~++eUfXG-DAeWs3%DbiRz!&53?-YnOt()kveOu4lM~ zM^mQBsDJBag@KpRld{Tv4-VBDAG$n{llAfG%8uXGUwQUCX8YjVb3(N_j;;|&niVg? zit6NA!o#dMRf5qDaud8t{|Y=&wp^|8`rg;sy8X=suFuwV0c7j>vgE z(JC}`UTbFXjGdS5loxURx5D?x$X7|2$d$$#Ji-lM_RAnk$_iyp=A-GSTiV-IOM-`uWXi zZr#lJD-1e}C&ossY%1MN^j_n1Ufq^{JZ{ypqR)SL1t>7>idT7v7vOR^g0|0Z{Fv!y zsnF!6pP(P7!x41Gx{*um}_=(O_yg zB;VU<_vn`y^ZUAS_u>JWV|{rF#x1W#-VJc1qzsLWq%!*F%fGtusVgZ>(luXH|4z_8 z3-_9x1+#Ehj-4%2lO6>VHRDZT3eJ|D;Vt7fk%#85Qo4WlkbRkA(eIW1lY@HLuidJB zQL5e{XBP@tb_`$kY{3di7ssZS2sqxC(-A^3qsl%hC97=0t+OiD4O^>Dv3ABX^F67` zt(Rn0WKL~gsCqxY+`Y~s+r0Sh?~OUGnj(>IdI|2`wet(DynF5y>%CT}%P}1kbbOyA zSw57rPb^qN#o5VBO<`1yO+PApte_rAuQ=FQ3{dW>`NTDn)oi577( zY|6#laq^(s)u|SFRY9WqU90j8#DXooI%5aE_Z=ISkf8nIC?Hm@8Y5sFLqTQMDz`mY zS2@Xrqg}i%qoOc1-_gUh$tIpSpZ&xPp8wQ{|6o(UU-o$2$8v=h6}-(#Q-_pb-e5;Z zPDd06+aqwsyrpe;wiSpPt{jQ%>YSF57Jv1;{z7lh+Ua%M;G?P#xzj^4G} zld({J{8-^gK|lA?OI@kS%kfY2byb6<{COO%3Bw^Z$EI+cD;0-rZda3N*z7Y{-iXZ> zs^o6J+JF3GPyS$qXM3nE1<6|FKHBr6+Pu+D=Ny+INmfpRYjR=CF z${tR%R|QYJI^c;HRdq)@T&bAuF1^2SEX3B_z{topyXgc+{`Jv7Ln8}0Jn}M194g}< zo`fp8+ANhYHE7QA=x^o?u!|zR`wJ8(Ec6wQ^$DJQ^YhTKZ@FAu5W8q7#aXUP_2{!m zkLFNKsRCJMdUtA`4cp=blO8~orW6-zvn=0paG*Wh*(N}B_}NQc^~lUxQ-_4jcq~?v z%Y7#Yqbm{0BAW}m&{->*Wk= z+BhVl&>s$Lo5YhjTy>jCk89=v!Rz$+>hYu;9Q_-Q7jyB#I5&4(ba^sgq3!WJDJ}P* z^r;cAfwq$6n-Bh!Glh(HG{-v{VSl*UyI%z_ky|HE*NWw3;*gS=zW>oLTGxMAi)Utx zzrJi*}k-`6@tdbR*)$$V$QNm=^ApRm$!0x2}{k@QAZ`+1S5jhP6ULAUQW*e3-~j@A{` znvCEzgcN@GRVt{sV7S4dJ2^>F`2aHArUHNj&6-Q!Z@yVw=sTu|*L*r-TbQ?SHFljQ z)|!(jlVV9MUS74L*^&0L(AYHJUI*^SD{7@hubS{pT$e-v}Ujg4^&?M>(Y;SL4hcrbe-#Ynik|M@6I=fb8Yc zO!paza#Hgqkc3S83l&;?23;JtN1O52Lg`u!Y;4T{m4Rn20X5%WRy7JA&8drsb{Ooa zlp5-)N!r^n4n(YpKC2$(}@rdWLmfR5m0hwcLx4glQ21-uUE5k(9qb z&T$8Md#Eo%vZkhnyRtya{J{@(R{j&x4rvGv0|Ot6g<9HtB{(}*ItKlCdZvWy#M70| z5w`-=a>pkKYBY{@;khi>^5zty1ZRl^4widR?ol`xNeN%OL3hKIP82qkc-5f{yOu&< zzu}B%iHxk=TqQs>snQmlYe+lyt(&VoaxsBU>s05uR111e10(JQ3cy;#VvXCT|0Pv>}nFc=%`7R#sru?3qRQ|C~v!mtPL%wnC5Qg!2v zW4CXrEuIz@?!9f=^Bx_g&f7Cjhf$eUQK#(o{wffDL9?R}a`nJ~+E~xa_^7N#7tX){ zWl@0nW2dl;vctz51@b|^K zLD4^Dp<1m|s@3hjae9IM-S(^77nBH1emKV{X$?@fbf%K6JFO@RHLO*rw6%s!d6;3h z=poI%=s*Tuxhd{mzyIV|f06&`312-|A$<$`$pyVgmGhhD9jR0u(F$0tDs5dFq!p#2 zNS~LlKO89BKk~BS#A`>+w5s&4zyDzkLP6=fKQ0a;86QSwqgv9_7yHYVvi102WhG^6 z)S}#C^~sNVt+E}eW%hnECA;TDYS%P&*l!OTbM2+%B}Gqle)B@Rho`1-7bQ#Tsty?d zqF!xl9kX`K?Yx66^Y-jY8-U_c*Gg43W#kf(=rXE;t@&?|l4oaJbQGRu2i9%b2DW*+ z!LunKr8eLzP1dKbnoU*+2rK2}w`wk;*GupMg^6QMR@1R3^Izf}csW>}eEaLbz>ObI zcSUmdvYCOxHKUVQ(^66j!p~o!Xb8Jsq?^?KaltAjS>ScYs$slG-L9rQkJE?T`Wh8c zvv874GD1v^Ty5&vg`Z-DhlZKhbmgnPd#=q|eR54&;pi9S`JnYmru~KSi~fiFCauQb zE#q+L2}jDgc2tzdvMs|1@+MLf6GshX5?SvmYR<}zbeNXAewb(VdE4pN z3I;E$U6puSzO#}x`-IDgS2$ze!)wlQ?GQZv`!_l5VGh!uM;ZYg6}#eZ+1Gr%Qa)Mm z`vogx5TFCg2k7s$5YF_P#X4J!AhN{=6Bge*25BVidC>Xj5 z^^3^0SLJNTnA??mG||RiyTBk>Qcg-eLD8GR`)uq~$ZH3m5;oSR{!}gH&g8gl+4XzX z-qP+})r97Gox1)F@BOPqgw9QyZxSW)Sgv@p-0k-MJ%{|&?Q69ol`@%Q4w86MtcHSG zmD&v z+pq3V&FeEQRM0#GR2c2h7c$o!xg^fEGAdNX)5R%=8)AN<-kPWqR$GXflc?3G$EyS9 zB#bud-v(l#d!@aNB+Y7KG6gr~){caUImG#e( zXhm=+L;MVHYrU}_KtMDtX}MtX?vZZM0dvP^w!N;sfnfuA`4hvhJ1$y{AG8DtQ9;;T zuHaskquWbuuDh=Kgj)eyx#Iff zR(-eETcU@ruejA-7WK5^SVB%^UsIlfoqxHtrD z`AEm7IU*5P^>q|C#OjGsfj;XOn;)lbTIsJdeSfU};LLk+{hQMB?I*bpHn+;%u_-Bw zWVko)O1N`Y^0ZxFtD{r&)OZJnL$NI5l1Uv`B&}%DiZ}8!BmFJnV~Giy`};3S z6&hPoIpUDw-IWkmI%1>v>G}4R`7O1qxY#9~FIVdyI{M)4SuQs>>c(egtX{%CD+xL8 zTbujK5o=0iv`w>}3d+t&qWWYp9KyWMc8(MPQ;I%Ig)XmY zq%u&}Sbwl%szg)Sp?TMxn9xN+J|BL}$TynLyI)-Wy>jn;eNW!xSikeJ+A@@$#!+%r z$ni>3kD5`H4-6psg*ECQQknSl(i51sJB12F#pHU#aC_C|{ef51CqKJ9a|16F5*@Kd2>hKAs!8Q&M&pAA?bi`I z`dz@Vu}A96r>;-kuCw%(P-r~%M7pjBY$8{U)%N~YKx$@T`-YvGeVG~J#Jfs6H|KME z?tfJ4-7NQ%kfGni=my^BJ2j}!nx!3gN0=yST`GVc?XdyG69F?-~6=%5QH2 z;99r2KcW8OE(F|85Th1}?Fi-k64d~8bLuM8;E}Bbh^4V$b=j;Sz&pcSY>1FV&ygk% zO;D(=p2>_@5HWR%&EQ8gqsJOMO5F(w+BH5n&QWOw>&u3su&)7eP%}_i+ti*OX4t2} zMBZQu=b!a-sT?i&PGt7vj1wU2V#A$s6J%Z5o_UQZqI%ZLc4`8DNyz@*LX{5>XO1~u z2SS|u(K09n~72` zKk+q!n;Wr{#eL8hI*|%ZYOER~IT<^M>uy9D#={`I6iTtJSEWnZ;@AD|y)N?Yd_4*12;x2*qEu-p3 zo(N6;fQu@pn^>*t)s~XoT>9bd6VAeEM}SdK4XKN}o_LN-5xvqme{)H(`rx_MUK>{) zz565Y+XQ4c@w()cFvtr*L}C_Ab{7rAsZWSfRg~+|9|ifM?TT{Wv)jx-mXFF+ z4>2=<5cdN+9xw5Hon(|ItUi&l77xQ2yjoftlD@4?MMNl3W~i97)4?v;fZQkrD-;B-b_T4D#8%I*z5KF>*dcZ}>ZDof zpMQjA5C!lqE9CoW?=aqzX~#H6swm={^*aw&L@4s!F7&?+II)Ep;u)PP<@0tPfh-pg zCk&=!UQascGXIikvjnfo)tSrClIX)Ly0lUuHNX6iWmXXq*^TMVBb_f%aV~bjn=tH= z`Q}D_rrX?^5JojB&zQag3%79y0ju`wOQVG-pdOUnv-BORshWxBS>~9Ol%&bF^7Fi9 z^J|cXP~|8}Z`H2e4!UkTWQ6&XI||#qGm-D*M^94X`9iV9<=AeM_=waSOdEIS&@f8H zdyggvon&U2xR%Rl&RZsV^jO}V&u!ixyRD{jYsF9N`VCUFj*KRVyHkLn*HHwQ)#uI&o?2dO;Qi_?khT9pB9F&1TBZu9Z5 zL&DXR8W2b~1-$%IZwc{MIi=yMyHQ}DJrtc?mY@R&3-g{T6keOJ(D*}AYOXy24=mxs zB=CZ7593JYi644;NmTt_q9j)PaX#l?IW?|}QdBAy(4-T=y%szS1sPAmn*QH7Un1@q zIl#$aui0l798d&yyR)UpU$XG?J0vY()b9HWT5+)*6kus9^<=$vGI7kTv2XgEoAar^ zMV)9qKPU<9R4-HHOh#6s{qF)k#}+|NvFGlSFj<>&?-52xHg2K)XihQ$7m+$dpR_^1 zs>JmKBZ%Dw`%cv$F)o7c)q8WmeRSoUczn~*B{cQ97`3%HJ>^<+*Yf+0ud^OGh7G!= zXtE`9prp7WwAfI51j8DI+}G|JJ!U@h>+i2pi~zQx1zh^NI-hN5!GDej@Vxp;zmQcY zUd8xGg2R!)R`R6{MAW3>$KMyPoKTZUqtN>1^g>C0f5^wOCl7g^TEc|;<3p3iv^VOs zL^43%iSRzVL~(tUmR!zwG;`%)9GcW~;-E-0jWsiUy9#fU8<$R^ZasM&vSKQ)0~+5R zcPj>=HcwlM@J_rG4=q37?Mx>Fpl)_;RCzn#4Ezci0Ml zCvf+%*XOtApx;~vGhqD9)_c<51A2JYPk8OqBJPXBp=37iM3ro7aX=-Ch3gDb+Ie=D z1UAis^WyGfO4j<8kpGIBeu>=Lsue1|0i>}j>oz!VUPE1B?c-G+na)KMCsM*cEd2h5 z8#D6k!m$6uG$jwy0}6LjRCst{>+Bf<$ycL%21@v4C+l#edu_?ubAnZmSN-^ePjXJ2 z)j?>5Tom)G^61f=cNaFfAWhbId6{by$vJ@NtcVNKWs$a44^nE=tG5FyQI;!S?|*gg zmdS~S8VR{%v)Rpp?D<2Tg@*-%jUcFT>#0fr4;Sb&zHsbmMiD_V7+wGytQ4l2->a>aQL1JSluzARyltAmrZZ5)t9hRu0S{MNjhh@G+)1lz zUw0;yej>1G&zQz<64s3}k7Amz$+ZEo)+)U(w|n2+q&rF7GRKMJtGA7Af;Yy;D>{Mm zQ6pB55+XLVBo#Q=d3pC8>LdYfX?cDA*t$}+mP+j&kRE&!L$-4?QNP54ynk_PW#$C2 zkV7>_wy0Wkz-nS=CLP8;sUYY@ij-o&B7sR6x2|eY;+g%hXgZMfkF_k`H<#cCRVko| zR+oIUOYjBEL&A~%lRO^Cg%%>e>H*v{u#4jmb%+2Z4+&|+Ig_K^gYXU5B0M{Go>&R> zWw`!mM!5^9`F40VPK1iwtx6P=$jNB3eTcijtBjP9=LJ#?1#S=0dM2@Y=DMV<`L20eh`xPuhp94OIhRrd238);1)xHJMN;5DE z<-^O;Y1Jq#2B2dR)yzXO4bzsdXAtQ~f8Q3UE9rWPJWnKQLl+E|so1ifNDH95~`&g^&# zzsFhk&!GFPLHY+1eM4}oTn*{Bs7~S_IV=N}tJiI0w)vW_-+5^_t0$c!NkF7Knao0- zo}WLw&8#gCl@TGufpr*^HOUl;3I`lKL+54)VoR&ljJB_sj(^#2eL&b?y?f8Ad-?fo?e940 zhkXHa!hA2C)dK6<>`s826|lGr=tkb|D8BF};}8T0uD2=JL#}>+$Qk?FWQt*n=tLMh z_oC{&%IJi$oDuNis#8<0Tw*HL_~leG8>+nyYb~sjEOxjJ9{NGP3Ie~E0~|+e2BlkY zH&_wveEsNaeEL-IwMB{7yoP&1QGHuY)deNEkw$Pl$!TEVjcukQ8fAGVliG9j#E-MakSF2}7h6 zq=H!gq8plyT%(<4Y~tJQq&10Hd>FDkw;vo*@4x_RQ6q=5FClwH1HPn;PuPSzhCqi? zG%`QFN z2*%2?L;gR-uT~T*GE^r*7`dlZ2M>T8GLRX$ZgvjU8)NBe0Op<&9q zjwxC$h6k$y34nuYJqRSiCL{|}BsDf6PqHJ>)^ZjIW?1C9mB1zyL}{9Ab0o2WEw=?C zEF+yeA2(jUdMj;)`?o6_wc;zKWyr94>Z$Z%zJE3N%D=$4iVOIc7-s){-hV&#f4OV> z|NSDgSImd!hnF@rnnuhzp_2k9_q8I7^w-VC76 zcAz1zNuZH^Z)W341jLdO;deC6Js(^`pZM-m}hn-rEK=#Ap#5o}IQ;5P2-F#># z>9*wjssIfbge$a$;fMEVq2JZ6t}gmIIV&S&Zjw*OMIaMJUI(Fja8lAB5Xq)U%p@Xv zC_%-lbF*-sJ>Sd3guUs>sI2gZ?NWqE7H0ybnl)r5;C&46k6`dX%teyjs7@OaKk3wn z_1B60BVc2iIXb2I2I2*k#9Smf4z8F@q5(=y$E?ZnGn9~4aJ1r=euC03!X$Y^(B;`$ z_gWvmgi(ZilUZv4;(`d$Kp(+1={aY#IGnT9Qe2(i{hA;2mu@-3-)SnVl8UmPg zg?^Ub)LS(#8gW&sy#NF-DqZS zLSWI-$$oZbTj~&wAh79McB|ZrUzb^4C-#UWWqz3h2=xq11Jx-Vxy%cPI2C+3bdUB2^{GL1#qQ*cDp(EpL=bpOW6Qb}v+M|v@byl4z3H?> zLAh4Kw0sp7uOFCI;Cftov6#A=bjyb#VZhZ3KytTe&qXz%a8g~24!`dDoSNP6cRiDW zW0XO~*4|C0677m6hBc=qCjuFD=C0bjp}$aKe<9!PBcv{xmax_U0!Rq225gYXi+JKDr&W>4;04p$+`GE|S@P~-uSLz0M zFT5nED9ubqB#Sdlnwna=aE0tf7!7q;>pyx?GSVOUdbsJllyVdSIJN*fn7pJa47Aia zL6_Z;-B7%%iP(2fbs(!(?)#e&$Db}QuX5J@JF?TpD+}`#!cjplw^u+F<-8?Mg5(zB z=<#kiWK@BG%!h4kgjZ@(fkn){YgH=6GX@VD@uE!10w=tCqUu+4w`=&M0qesXh=MTXcnqTY|Dmk2Aq`)&OI zxhjU7#!#{!#Os9TZCa&p8OmcpK^b{Z}+kaY!agcN%SRBpm4z3&XZF)DywkVQ(vJ*%&wjm}MbZ-Sp~&dh*I(Ik^Tq2ct5uaqMp-Il z839MHHQ4{mTHS~(n~Cm_0s80xjwPxuEX7$SCO#l^4-Qy;SlD15ArImK7$tDN*WDHn zW0Go14ih*Ga?o`~O&X#{MQ!pE5I@8YUne`S6B7<=MWt zxnsylnOvyo+h9`9qIgCs@+S9`JwS4F7Fu2fPAvs{bTcm6Pl=gMlDvT!mwJe(0fyc- zkT|cgLyZkntQyG7QN7pjD<^TefG@RqL==l>Y9G=Hmv;=c0tM?_WlVQb9t)=3I226) zB48(VSm?ys08;9M9-BjM4>CORgSqrVrH{1nj!w= z;neuiu2crK174`PWfWw5@*g+)PfggtN6iX29ZQyRqL|asmqK(Dtktev`8g*+l^2ZJ zADKu;HQ^rGeMdLC`Hl4{y3ZXzJU@b|v-kCf_d0lbd>D#^b0k3U1+*655o>@6;y0o1 z8K+W9Wx<$f`efkP(cP544fxw<4%oO~&`?=3Ht!zApSb#aA9@$1f9pU4w;!3wV$} z{(SpFi43QIH(q)! zZ6XrW;Pin-$Q4g&19JgbUPOdD`F+YQJRNFNCH@sC$<+Qe)pgIVu4SqfKH`z?`1=7I zQNSPwHv=<2K{b;7s26~o0sK}i+};3IF&8kl^3=5HdSby8YsPzQ)sr&+;`o@-;A#cY zA>@gE4jH?u+fd0=3H`|&e@Ed-m~H80rzyA&C)=8l^iTLEi!XtdY$-t>S(kYWTnuCm zU>5mJgqUU@d;1t0^aoN#B41~rCPUTdcm*93HocxGsHp^I9fnLa)NJf)LSfsc_xzIL zjO|yPI+x-!#y`vMy0RxQbPuN!gkCu=haIS+B#NR*8^tz3#iOW3716&!hKcIsTQ>+* z-pPf2;R2<^8hULhx*tQ(r(=zeanP3#4NYIpTY!)2S!HKNzuvs~!szum_<5`Lmke>Y z3MN&Y`fsV>|G|$BE}YpjF*?M7s5?fAO7N>yIEKKc>-c+eZIVHS;uYx3Lj$Phj1Feg zzbCH|`*vF|@F$Z+U0kp-Y(Ih5fAs!~ofI3%*|zT{U95oVo*mob$@mSizZ{z}5Kj(m z(zGecAaPNDUI#2Q_CzR%n?JbwZ7+Rm&w(X*n?0#j7lFbWl)5Jnx=Z!mU9otCCijo* zg@6=A#k>i;ajvLMNyvqE>2=sFUl`@&`0XDJ0)KzF4U;sFe~Ps*bEFQBTF1K=ihY zXZOfKmQp~;>`qEG3~?Kn(CT!NuwL0&l$Qo;3HV@c$%=Ao8I^be)_O{A1)g}C-@bnC}1ncUue88h(DaFl>ZY$ zCOzYxjFttWP{Cqej=>6~TarPX%q=J2n0CX?+h9uPzp-`6{1|F*m8n#b;mg#(aj~_? zdrDO3k~@TEFa#f^bDjFiu*W5z_6`IhYp@_$*wH`4>e(fvQ4&BLFJEeQ^cu2Lx?T!D zINinFp&;gf7Pt;W?`_DI)W^LVu0JiHG{|!$U@Qh;yJ)9$f-E5evWMDkfK$?b^2SL8 zzDvdegjqiX%KKpmpykkqS=7l)_7zgS5JqF^5#vWcyqY%JS|kSIQFfqOPWsznurxxU z=|zyZUBxamaPEby!=~4a2td-%h6Y+1H})@?6GIz{u^dd?tuA);<>fMW?ncqE$s z5J$9GZiriZhcvsWvC&wU{>?xKZ;G!A4}dRJNSs6z<2U9c#fR{}OK+RRYP@RlOO!>c z7d1CfcQ`VdHeNVE3yu3k)NFl(2<$tO*P_k$6O$Q}BNM6CNu5^Es`(L&=`v6vVsw*a zOM$ujEY3#~Q3{agB?(g;VOG9B614z-Oa*{7`lEtjUsD9{u*sQd+`~|){`Qy+Sm#{lNbNN|C`R=@kSdBCtqWm_N7{q=eo0EZ`Ny#KIz&8Y7bwtA}BLi*S zhnjQ9u0(b%GNBTWB~|$Opc5E8L3BXU7lpOMg1}w=0P-*8r`L3N*}z0SjFIsYp$=>^ zK#{)yChJmqYGn=Np(Uk|P%;LX$RkQ>4}A2ECHEsaTY+$O$gOnq^<)4Unz4ITnbZ%& z&8@4Ix3z3(biDV=$rI0BNHo!w-gLG7**Ery&$QynCrLh2tQjj(3<(I3LO}C9-d&WE zEGmTIq#dp-UASIwG7C3;c_VuZtCWxtU--YAXr<=?PPW=>0)SGR-_BY71x4&gLTJVt z-oPiuch*QHn58#;i(@*mXez?rK2-x1nNfl@To*qIq*K%2bRMf-gvnFeOAjbn5R2Ur z@dPb^iU6N7;1azYI#8!lM#H|Kg^b=2AV(I1rkflnpgVm&j;}?+{K;fdX+-vMayVJT ziJ57SEyn)=mtKbUMGJ?#4b*dS8|~M44oUxfGhG@zho>e+Di@-P8%H;7DZOsUAqr4= zpOM^*%w!EGkSEL&n062`z@M6fd}KB02cQVkpBZ^=s=WwTomygr0KgziYC1Z?+i8dj z$=!sZq#$kRxkE3hB?b$atcWIS=37DwAkDJD5QlZy~I4 ziD8kV?g?u(VQ5-e;2zyH@6(3d`m2HLnH8Wz{ZQ6+0Nz!Ah2^BxeH}xyAp}t`(Eg{o zfy`a3FS+Z~1&b>lfCTNDR-<}U50O0tfs`^rE{b&G_)9=3OQQFNN)x1k)b;~Z zGFezqhW`wL*FyJzRdz;VA2!Yr2)VLUs; zs#Z4RqmAHQc!Bt~a19s~RVHZ_U**yRx>1EIhnQx{WYPGV#7PuKwyY_C6aHmx%EmD< z?L(Jkj>k2>Hbf(q`rU}EK;ym1-|{$l7MRqdQn&IavJbS3HIEFy#zmD8ufn5H|NJmr zmaOqlaq8u|eglCTnMB(o@3<&7e@i+aHGWgW zOa+ZFK>(ZV0+^?;NIgf?@*-Bhl&*C~(ksjuAd3g_<9vAvjQo0_T@ALRg;*0kSb-&a z9~ULwf%)zZ3I&OJ+P(ry_FUt9Bu4~s@u8TaaI0$>>i%ZBj#I%_J8ZVWt}Ko1PZhzf zF3ngy&y{b~UsK4dlGt|P!>FR~%KOxYaCDLa`NsD8^jp6)OhfZ^30Wi)A zZ_g&EXJL#^Y{6?^ijcLxHZHaYyB0q+0orAD7hhRLKJan0vz8+B z{ggzRwb8QaWv9~;ubn=ol~>7ufG;oN8~4 zgi4&(jcy%Q8{nf!Vj&hV$DBU%urv;D0dX&!;fXL!+(X~ZgaF{aDJO2{QAE?#`%?)UCrx9fdsj0MF z_x|nNC^4uf6>~4NOfwVx*r3$?v{|rX|3J zU3l<1EP7h_M@aR73>qtPK$VX}6#?`qwJ`7)>p=!;FP~lqD-J4{Na9q;S~<=el%Y}%lXeursJa4J6J<=6+(FdTx4!ND0;mCG2;1;$ zI53BV+<6E~LFyBoy6%*a2-p%gd&~JSpB=c6vW_4DdANbH!im3vW~!ZFVA_=g2&xDI zp443%d?3MqUx=a-lZgp2Ch`Au%cMMI78?6O?E{DjS_t;(WQwPf8f#Rn{>x+B^J0v*`Eb4ra)5l=x}d11bum9e{>0P!6WIizJ^F`8*v=I z)vjQIn^b5~YY_cC`6NIrUT_k6qh9e}^V0{>>vM)g`G!MmPF7oX(S+maAzXNcGwM~a zJA266jx`;H0!f1J8H8(wo&Y%os0r*yKRu&h#+lLYDzKqRC?MM*P3YJ^@xQhN`?zM4 z*Yo*0=+B)vUIoasC>q~I({EN}mP5T~F{mu1b_*p3Y-(f6)#N;JCQWMpj5TLW7k~yS zqgHX+el(CydU|Xa#Zk16LG=KkZe2SB7m`XdqEJ{I|Aj1Vf7-@50794s6cG`^?w?b0 z6^570{6+)-FNZO_L%hVGgvH*4vFJNw0$S&k|#@F0I$uu5LM_JEi zdk=LPI`{Hrh-B)H_oOs<>Sm5$+IbzY9+V`=g#tR_#rs~H$|ws$fquXAO-t zWVKz`luDT_{JwAbD2&e4uwd{_!LO{VNGWrsTiJuj5OP(7u%N(5kU4>R{e+!ckfR3% zU=Z(4nE(O8;?Ic~@WVF*_WcBZ^a{+FWVNAM)kMVT8aI81M6;<#9^J!?63qWFw^S!v z@Q9pK;{!$sIvc9WcF`3+mp-#+33ZBp>T6PF@*VFPeLy~?(4N8>5RV+is_0>DebKl$ z@fvjx%6`6|o08Qa#&m%=(1z%)%c3X29inE=)ck=`n(pR_A}QnP3I}nyr|5{%v$Txj zO#XGL4H%cX!s0cUd+LJHESQY!_Yop$w0o(VKyzxtV}6+{DfzL>O*4r>AVTPWqEvhx_PQ^=3Xn)q)RBpZtBDr6mn8X8?-b2k<9BP&paP9m z1OvAoII~Cl2QU;aTMgLMuSM<0tTwXB0j6adl*2U=O$~uemlr#h#Tq6xsQ-cqRbO(| zB_Rw-Ty99$jAlmznb$O}kOPcgq1V0ZKly5lzyF)B_T)4RA|VVy7A1yiM{K#5--vn7 zv9$rv@4lEYTrZJ6i()p_kaViM(t~dKHq-^Ofj`X|mwCH37n(sFSQI22OqIn$AyRn& zv>_zWSiGFQW6_vi@&!TcJw%r%tAI;ffesS#K`=@%8SFYpz&ca)zpS#W97;w(JJ}HB z2L}C?*L%<|`lfu8IvY?TkQjVYs93jY&}xaUU%Ej#+y@*ED33Icd_0&SwrzP>jTZj~ z?|%)O^doXo!vG27vk4%-oE$U&fSJvXD{}Kw@3C8atH3U@bDRLH=UdL4jSJoLkG0it zvQTKij98Ui-+ZVl(J*NouIe(X2yGn!dpI2YbAm@>Shq6R==XjguxsC&;=89bjw?3D zeLxvwP24IVA#n#ZR6-F@f^EWwJ}%{P?`yc^l^FOKI1u(NU)@gr4H(sqd>!v^oE`xA zB+Ml9Ij!L#Cu%`tPmje6lWH?%KJ3A~mivwDcEUZ$8}ZEp801K&7z87x%5(wlZ1-*% zv%Hnn1l+@7=&JGBq#bCmE|JiQRKpvG&WQ;_-L-=U88He_LWap7M2%r?0V@k8Xp{hB zIgl8Q_fc{npEll&Fq0shZap=#ZRMcu_z~-$I-Y5WE@nNT2;sqJ-+X&Bja}f62lD%L zONdWQ*H*%CLzF)M^^vF>9)l70=%bg7ArlKI!((pQ(5lp?qm*9tDVt_51?5|6d)#$i4;XZi-7lOFd6v!40jF9Y}7{x|3 z?$`qI)l^538^kEV817)IXQ|l;gPWpBIGC9VN=_tlp$TK^Wffm)l3j@}Jb+cy6%H^F=Kli0WFL#e zMG2H|pKW-68m~#rX4Hezm%*4be%ln3CyH|9;UrUDAcM#paYhMPBv;(1QT{HR=v2G#nZ&z%|0mH>h@+_$VPH&eqqyYv%^D>u z(8myo#g3xLWU|mDb0Aa>(@;1>8zvD3+HZ}6-1r-wNa=+Kg4G7-19?^~pMQjPw05F5 z;HD&{M*i%HMnDfY$*`d@O_v*r!6b*|IKjEbg7LQ>U$KnfVg|2bCD-x#6 zD@4Q0G$ZsY;-<{iZXI#LkKwKt+Ot$T03-H8JB`krwbo!pdDO&|e<(O!D`!VcAt~i( z&xrv6+8m#I*5=^H`j-=>{aJ4F#?KwsdC?f5FDufqxV&6(hpQ`oRO?lg12O<#+^T>1 ztxNt=WdEUrT3YnUT4lIP$Uq_Nj>1Wo| z+Toe?3M$=8^uB~R{uUfIc)qf*O$?DMQw1(T zF9&s+n@gQEqWn&pE{h_R|8id9YBUdVW{c4g@xR>xZb+fyyYdoV^<7=>IhNXY9veLW zkER;uUMLnU2C&C9%|Uvx!BLA6ALCbngfmK@@8y(*LEI)bA+w8u=sufm@pF~moSM$^ z@oDM=*J@@#&GmVx||#WC=~Y-$i5kQ-;VSL&iG3az!iu!U*BB z=Z)ZbYQghFV9hXDL>H4R0v}Hx8DB7cp#sulD2f0PCJ7BRMrB4G<=7*uqps9_r31Mf z&{>Tds7bq}(Oa3d+4ePJ#Op3l{q%fk7yTZe8=i*ffY#Gg_-Nt|2A50hWfX=wQP&SNu;lqTC3Dj}0dJu1t&((q|nJgL&gifUr@+Uww$vnnR*3w#KyMyL1)7&p27KL>pt~0m-U5KK7 zW8(&a8Mq4I@rJw`%^5eS8sq3&^HRYb^8K<0+%9cqC`BsD8C zH)KoiZuC0M&2IA{?<{}z7>(ti1Cg&Vv*KRmg+!LFgRvyFhmy60`oGY)r$a!UhJC5j zd}~T=q%`b{i{DP-N+!HyaD$$hJ`u=3v2H|zwSqJ@Ov&sh2=NIa>-%zyr6=W*roqv{ z$izhRq_`$0_Slj7i8O%Lw2n5E$7Ps*!-5%!i@7087R@QAIc?n;ed^C{?zmXW4xw%Y z>H|e*U=>PfGVeH~3{5rU^?wfQn_BoLt+HHu-T5=Wsct`dP(SGDYB`4`DS8HWqH<>T zHSsA12}dqFn|V7pW*YXI{Fwaer%Q}=t<59-3yTIj3rvn|SnH`Ov@oDlb$!Q!xadK} zw87?Z{Uz zZu~esLd|ytCIRiZwr)pNkLrcB-@Wkv@aEBUg9N=9P{4M;RD0Kl=b{$0_ky&T&fB+d z-`8h|fT3O1G*r>jB7`(ob9&vKKQNt6s8tD+`FEJAa0w4;jfzU6QzQhF7|gqm*N%wE7psPe~l);(|LK`8bYQQ4!F+0>0fg2-WsT&?`u<5np;>LZ!cResB&`A z*2m?4oM(l-m|Iz1KL4Tm5|3remI-b-CV)J9y5#V|KO(+mtotEUYm4Uq0}UEKgLRHM zT*AWims!|;zoFS;4b-4l`JOW1R?Z9geV(>ZNUcq7M~NiVy!V)YmS~Xh)f>C-F{#q| z#=aC&QJ=$~q|g7h;Kt}s_c{DNiZ@tX0;iC-w*PbtmQ4`i-@%agJARK!s#Vqp3*~~1 zfhA`U_HQCpJn-R3YXoharmn6YBxSW)LzLcQd6?W2)&@h+Pj z)K&QX5A&U!`(;;QD#V%JCIcZN?Zyh&A-du8%=sFfPu70>%{AN)^NOJ2Pof+A{QM5e zhyT&kWPwiGH64}Fx}8sM88sr!#{P8v+nYfw5Eq)ecmHObvaetqfao2UyFo)#RPXk0 z=6NS1W(0&(rK8L~ucr|a5%GI{y-AQBe(lNP9N)1M8bT`y4kMXFZj8lw@LaAT#FgN8 zAXuYkwJJehq@b*_Qa420WZlw>8)6rRTFUH8GF-QA9c{SpVuKJhH2RtglKTCTDucl~ zbU8Spf*1Aq{Zrz_^XIRXhbw6QI(Nw@ci^PeipSsmL~s1y>>Z!J&RS@h<)1BwK99W` z=kxONdKznkJA?Ev z*KQSN-8+KHeyV}GjeH`c3ty@Q13RPnluy=!$Sc_lq6J+Jbqu<{nB`GP1=LF)g z6z#2gqaWU@|91ZTH`n5Xtv8*fh76Z1=Bk-ybXKi#}_YbYI^VB5oF?H;eW5M}1(b|0s<@bUE>8l*99Zp+zA z?*@^(_9hX5G54@C&0JgSuJt{rBJ7T0NCpvGP*iCd}*lhX5YXg1){! z+|JK|fr|xhz*c=-(N(z2M&?A%tDo_UJ$@JMzw}Y&H%sBy-DUQf?~uM=^O^-m!LN|~ z7SbX`Sbp>F-7g@GV({&VoMAcZOjGw|`KL|^T-OrrX~>*+d4=3IcxHwQN*@SghrYHi|`P28#8+W+xQ1Ie5*B?*~{2FZ}xD!Vf56eW})4G1B2lxWz7%CM2A!BC8I7aoRL4%N~$ zh3XiUTSB;I1-(hi2nL~NXF;_w=`@%|S6ieXHu`ce`B}|Rl^UGgJ_v4t$t*Mj&`M@E ze0Xv0S2}6@?+`H)2{kNP@+sfzG1Z*ct}Q>jQTmZ{YZf*%a@oiCx84d~F{LiygXGfq{WCD1#%FEL4|pb2r6T zif%oqEMi@^Xz}6@oWAugAJ-dRzeQJT%W?(i=>Gh9HR6zYYB;f{*G*#_S|r-7K6(*fb5O_{5788Q&HV>X=nP=&)MiwA!7>ecXv z4S}g1eKpAgQb?+1%9))$pNjph$ohg^d%HNkBL&f(bd;MsTu99UWR!Qrx9*3OKbN7&4gz!e`*hbFh0L)1qO#F z*{fIZCLydyBSXi`{Q6!?5>9PCELw7vCmKrl#l=be_f(=G7kP(qJHKqu0^2Z0vRTzz ze5X)62cP6F7<;_L_vN};FX7~5o^3A+l)tw~IGLwHR}qT=o2#w@EI;XLXc03&y(gLy zy&^~+JII@Ng_aa9u-O}!J%|@(3ja`AXQX_x49=8>&*+iOn7VlzUcw7{h^`KL3|c5a z-o1<$c;Ysd(2PLWPs%|-K?F51u4uO9UH}Se7)t3gShi2IM_Y?AkqSLvlgC)MVL=}p znxe@p?91&4Q1_M0cgR+^bWD8*P)&hwz~xg&#@^3UrrCU(Ih zlw9y7THfrHYD0f>MyKX4gX%Ruiz+y;CnY60VAipBXB&(8JOKbPHZz{q{ z2cDfOvwQuba1LxV1?sZQ;)bx-P3BO!`&?ugNC$K2iA8XP~ty-n>sF|@Faqhxf{?Lgv^3puPY3y;BW&FKpRXog0-mR@LJC$e;?EX8al-CxgR=yevN?E4N+v3sd|+ zNhNO*E(74PmYju;+I!}yO4PRP+mo@c^2=8=hWd^v5tW61lH(O7mPwBLDIpM>eeyA2z9ysvgG3iq8{ zcZ|kK0r2(@l3%a1%6HsheKs8w;{^{ZFCD3jsW*ktV^pZu>-AzMK&%q&vdXEZ@; z^XA~Fs3_;QoNt$NHoUrW^QKs)rLxD*;e!PsDGfXBGVt3zK?8Po^Py6I=pB67_8boolXb*Q;RdX%3)Y#aVet(w$02Rym<1-_Sbyq;* zYO;1f&Wz}45vTq&L<#fExs{IM5Z~eJM>%it7}JI_Ri6yf^1dCmWqggX$;rLyOr(R0 z)|+C1j;j!yRL#uHJVv_=$Q22bS!lwLPBy-3v##Rr5Sj-fP}0DZ4SQE1GP zsV_}YN0iDe+{G_kAcbo35@7=Bo_(Pj9Yx-;xB8M6N6PJEuT4}s{T!~YRXSolR3cn3GXYF$8{`AAG>3cNtUt`C)Zc9%Ii!G!_V&n~#dz+UXwF3`{^!r1UQj~bziv()6S^K8 z+^EZMXCf`MY}p#@f@;Peg=+4k^?RrZtgM;;-oF>daa}~g^KrnTwtxccx)O;r$Ew*u zqxD;5bF*l1adEXIwDdXV`ni~Tn1{rz(W$3`~)4a&)er$@KL%Cm$t$39q- z%yM{s=%_}V8;(aInnySRLeZE$iq`dRoK_~28BlI#faT7T*TH_p}$G-&J_?RqZwu2 zzFr+VHDt#TszTYu6UO~-j{ErJ`N7jP?NW{Y{X0iO<&#)$FfR~vc9*RmL{U*5BG>a^Y^n>pOA;hQW+(E>^YoCu6%Ll1FS0pi^uw1pG6NhN3beqGM_t}|={0L6rAo&37yf<_8~HXnU9D}%7llXn z;Gp95>(}WhfEPOLuzKOqr@2Z_;dkr#=A52-T_vU>3U|phC(&WYIJhk+`kb$C>tz;q z(%T%I0)pAGyl-47;}};pl$i*iCyyN)h2CY0*p(p1{R?LZ8X^ot-1WQkZ7?D`fZ`Ao z6im|Jf}K^o5$N{5{*CL`W8h~PJlJ@Rf{MvndVE6i*p?-xpfjd^|3;uBLe7JVfRJme zg_1Y#sFhp0b}g|$;%!XBmNNW669xY>>(FIMvE@G#PnCxV!_&Q0!89R&Bz3}%e0(W z@E0e~^PmTyLv^fLJZ}Qtq#@M-UxfZ(k9dLVSym3Zzznd*(JO<5aGj~+!sf{B)PO5J zt?!C8zrzlYg}H|zQb-QbY-@}o!C+wKP_yAzt}!q$sP;LQA$i4=CFc)=ubL2b5eLU^ z)b+B6p5AFjQ~V}sQQuyFfc?NzRI%qxNTWj`h)5tQ;Q|-jeXa^=OfXPx4faN*gpqD_Icm zOs-WLj4>bPGsepDyvf@bO&^CByaw@0hCp7B353al3CjS~>#^o%pWHB*X$$|RD=MH%5`Dn`<5PT?_ zc+G>u!dUPruO0F={kRT0(R%D)zUM>hzK3v=F+fno;OB;<6y@aPI%0ft?6(I$U21dk zY)=J`wQu^qlse5Id4UM9UxUZKGy?Ncm*8aJFlOEz`{S$!QH9dgABUP2T#mxq@(2I1UV zasMNky1F`Vl|eKUs>J(^FIijjv=qBM4d`%CZVo(eB;mmTP7KS6Jx)qcpQD22lXK$a z>{rJXnD@zE)SlWV1=>B={+Da&=)5pMqM4>e-7z+$1W;IA{!`}Fzk2&4t9GTBZ ziGyD7UG2IL@gJ8UO>e&?;1{E~pGKvEh8Eju7C8-F-pg0yT!4F9mTIDuVq%O+j;8+G z$44Q#C9$#|>lYp8CzFj(53w-$pbB*&Nu^_Rs%=s=Ik$w9&zs!Ui2x0Okcg|HTy(u3 zlp^B-x7^1dCS*~lW^F2)2KPdHLA*c>zEjnv@aC7wZ$_c%hhHQOb?>k!lr{`umXut$ zJ*21yG(<=q)1Tz0i*ZjQ^Q$g~m zX&)Ybkp*^PJLCZsbjlR0Ki;qvhX@g@E@Y=sP3jXw?~fxq?U-FMtT+gklp!JtpjRLj zqH?Dn+Y{YrJ}BvSCmFEZ(=gM(78Mz|CM?z^*UPUcA(5}hW1$R5V!chX=gwIWs%Dk5 z2cyDMFW_u$E+{Q|CCD|0ybq|?{`S*Gd73;^qekxDr~hdt>4K_f z&}^!}&XD~=2u0NALJ@gAQp6?J@+(Qs;3)dX7=&pm z__B^klMuXRHb_?M=&OY*slR{!9-t_Cho-7nqs#)ItiHy@BjMBEj2*I z6JN1*9~|2O`wV+e>~?62G28pU^+)+9xv;Ck&1U(q{G*p~nK zky3Wu;ydMb5h$AmO8vySP3_p(**$g1O$uY__AE`DD)Ln}V>0iht5<8W-^j&6(|ym~ zdFUVQtZryr$>!wZdRrfjBSuqa+EFI$NLUjT7M8^@(1((IvRYb})NVabG}M{|1_kv& z!18{x25CCY>Zbgp=Z;J$f$9NCGEUDAIsP8+^S0jiA;VS;2N)cRs>az3IsR4WI;2Q_mM@!1r(yq=VK+guK6@XM8w^7_v#pr! zG~wU;^Grm_>Jx~2@u$M%X?hix7Q>Mmfr@&l-kxKxVTe!!5#O~$Xhbn-%`zlMZgwT| zrzIgK(c6A!&KcFKk+1f||1{GJFlvN}$N=G-DcMM&4i$Lb8o4>Ku z2yv@mmGcB2vy*TfSi{`MTMZ2js}Zmrk?1^7fPNkPyL-Y`rpf;Z_$&~3QgATbIjIN9 z3qva02!4zgu|`N9!$7+F`#C9=`JM^~(hmotvSgF#Da_H;Y+FDnC3gH`CohvZ+E&#hq z8bt+hTZi0UAj|joJr|T#Fd&HlnVg)QTanDoaL|#($`0y--0=Y(V58vBmw_cWg*51l znIu3qPc4f|NKLdqgbp`^Qg zty`(3tu3vn$OXN$!=nbj1|L*LXaY1dE&xD!4NPqI_<#ya$$}S+`RoA;b5oufP$^|; znyrs)inKAxA_!C6j)EIcwaAb}k-mU3{c&t`^d-WXS;={S04g4w!|l;<#M;}*?b88^v+a7G*s#vvEgsegKe+>csz+>TmlnPP*z=Z_i5|GvE>imF~ zJE_!#M5x0C?uHHgCAgxl-rh?Hm@gePk|$0Sf26NxU&E*-Qg7!}38q&GiiydixQ)Sz z8G!*RbI>q?OFkKuk_I>)-32W0w92-{hpAerva;8vI+!vWADDnk62epg{5A3X1or_~ z=jPf?SLv%Fpf6(_h951fMlIWJU z&Z!u2>oEweJx>tN`oI{|F*TC_J}M3^jM;aG&YHc=oIMK`J&zR8{~bGXTf_|As>0a5 zQ0YvP(rVHUoVq=8baInD`M5{41{Awc;M&9QBEofn3s z9)XK?uc%!!t>#>t59Oj3LnsMx4H|Ytt6e0F<06b`{~ywT5SE^C!rpdAZV$ZqGNqk{ z)%8C+^}YEW!^+P9?5(@?rh8~e2`qa3^Uf)`>xs|oL9jC-qg#HZz^H%~z^DdmSe))& zx^m^CO76GCAF~{Ho6(HW2s5!%Ui}&!4MzZ}K^%>oy=`Mb7L(}xXx!Wj#ce|QEC|o6qpueiocIpr zxECOcWCLs_lt%Q?RE6hR{<}9FZ;*0#cW>-DET;KP%-*Igp9=;fYh$8^# zI3}0X0DVmUM1a}*MKkHXi0u&Xnj_0~e4avEfqXm<7Pl232x`|>V1$ip0p980k>`+r^83D` zO6~(6cumt@vPfI-l)&>dUyY&Gq397(I%K|64Pp2YoFedRD_WZ|`gP*cVi30`kQ|#! z!G)ApR_^RP119WAWstV-_?&~fk znJWQsA9!N98fMhDDu#9?M+u!nz!kXHK7_hGnfA#|-(g97yJ-U?wiBSNh|&k8AyNPI zy9d``DA;W=jNVWce4SVw-|>Efd(m`;TL%m>{j)!KI)}c4I(QotxVGs{Dqs$>C2&;; zv*o!e>Yzv*vt1Y27s+hD!X2qk_sJXlYrwf5@C(ze=Z8nrGq@W8FO*{cv$KEL3y?YlJlQ8-Ms6`Q(8`1>H#W$Z)s2LRK^iXHRAwdFh5r_s6 z!@Jqy$dLq$S+FFO%Rgz}$Jf^gxVMbp!I>sfy`o&0cC1COH1(2K^0N{ATHH5ifgKH3 zoXaNeQXB;$Oky!`Fa}l6jx919=9=ro3t7MB=gkFB4S@aq{e!aZ_=oj7B8@~L6NS)e z#JmH-KWpfReIxc6N7196LNpMDFP5nzx5euei?XTDdcqhygM z2AwoCx5H7X1kLa2Z5?0w`MF4V$s4nSXvHmFLWz$LVQ(dNhdKGdSIMdn_;mL}32Vcf_HIEcA=Z z{9V$h^cAU{I2#DP(!S^A#fulU$>iS%SbjRwH?iA(Eb=21wz{GTUaH6ESBp-xJWYgL z4E%_Hx-6upP1|dyFTeMuIv6>aiVq6}&&a8+UvHjqkADwA|>=el=;xp@q22j3Iz!-mM`AzaM$@GYh)wuPy7w{Ps z@ria>wc<|06T6QePnBG726at$PtU!AFQ}Va(`I0Cz@VTA&!G>X-}7fqBL_HOpwu{i z2f1s>OY|q8kL=9vhR2wvp@4mc7&jR31C>nvZXX!nJev!N;DHIp6QKh5E{o071b__p zfo>xXg9a71Bp>%<^Q4)f)z`Uc8;b~r8UKKu0(D{`Fv^403O$JRs9Ftj> za*m$qYFZ;BLxsPGf+Ut8Y%ec-#*&zSG$l=jhaA9&ye&9; zx?s!?rBWH9^woWtYvq!joq$x!;Ql}y9-!-x?U6*9v(=V6c0lqeFD*65?IsgUj|xoz z*UiQti+lVDT>o;mmW`shMTzrM7DMBW)IRYztM~{O~ zVgl)ct3gG8CWX6y*6uj54QnZ5TkMww7nJ+iv$050l?8WQPW1wQAxdgE)hToEuHYA# zp~M@MJ%0VOK)qsyPOAn%)#D-@-XLZM1etm2cf~mg*)Ir-xOK%@!8-rh$N|@;R+o%* zZA0?f+J^wC?_(a2_DhW`>)hPjm}e$vxZr`#bwTnx_|dHp+RR}1pPHIVz+pMwmZL&4?c1w69){0re`pXb1xWwg z-OZle8ip;F03b`DB%9y<2C+T>;n@x=d*N z2NSguMhOC=h;=lyoE?A&EB6^!N^>q*VgTG30rvw?-!>|R0s$7=N9)3zj_Tn&3KGwH z=N5j7l=PU*IqKgE&?ry6za7G}`GLhJSnAd-iGY;mL>O{xAQFSodgZ*)9*kZ~(YZ}H zN9(YNaH@8UudCVFXU6aBQ7kXeNfzJi(M#Y_CalqZm{H7~Aa5iVJq!u& zGX@SCqAU?uzB~kaEvZ>eX#)+VG39n_6f|&d866)Fq;uU^rEeU(FG1+YVLp7(9f*{T zDJH9g6zEhAGw4=$jSHR}P@*mb)DFzZP=jmXwCGkglU3}mU%zg|QN68uP6Rk|M_)}e zTiL4fg0oh7dU_}-IiQnVMiKYgF7pV2I;xkfr3u{7j*&n{M@IvoW>auoJO`Ne!i}~^ z!BxG6CnSLt2sYQ6vZ#!Q=b9831s3{?*hMb^;!wJm!{D3=4#8oIH^cu0P%G#>vGvFK zvF)zFn3e#OcOFa@?Hi7%r*8+s#VM0O(O7{)K#bMc_tLV)7bD}$L}|l@SKgm|f8j<* z2s=e<%a%45`zL1*+c7JjA5Xds@boD>!m}E2a}r=KABd?e{_ogE_WSn}S%EkR_wKDB z?*mbu2gDRR1w%gg5SQK#mGkmaq<}0D>bE;MINVMMp|9<^)(-hY{nQ6#^2e|wJAHh# zSagEs@iT7ttvBC%S(vdjSqKsrG2y_K$%V(E!U5g&{re3-Q@I}p%?^!$&a{KYc)Hwp z*Dg-TTd_x&BVZ#y5Mb-EQ$S+|r>3TA@v&Hif(4y05wk;6F+{2H`RmtThkre2F)&B^ z{5(7y23N}hh`Sd~RPKFv57kCO_}hAnfz1>jC5e6C$x!oRsXyW(Og4yej5AuPRSTkC)8w{ zo>$`>+GW0MY!m?QSU>@LCW;yZt?-l;D_0UuV5Md2##tUt&Hy?W&d|=gI=+#Ue)7M? z*_r@b8*^N&$mv29sESq+y?y7-=dP{*ln*PZU@p0V335-JjDvEygj9w_n##oUs>ijixZ*&Sr+X{=eH(qyKI_$Y%dB%_NkOYApy{kJ;=tC z073y&S1ZW!>F=Gv1rj7I&bGI7ybJR<25O8FfP*>^s~EiQr+wRUSGX8_Ci(?f^#1pc zn``w27~jO2EkG^6EG-}?7zn9p;8a8EDscm$0BXUPR=e1aXXQDnlMt!8prCuR5#G`) z-}6KvW+Y5uEb4^+LwIGX;`Q}WJY7;N`6EaI4fdMb%ug4xdieT=_{WLx#m<>Cg0e%L z=2Ys#OW$7Jg!urAmy~jDgIIPRp#=b8h&IG{5Q~bcvh^zt%S1v3(i-jKvIL6?_zsEQ ziAn^b%ubkzWe^eO&6mhG$vAA0i1I#8ZE(4tBU5&F0f+7)GCjmkps_lcDV(!-UM z`~O+;1%7|+h-uj#~G z`TxB+hWrd;CQM7#NY1f>Dba)LE=fx>4059Hkl%=l8RSnF|9(J(30Ui7i8-Q{Shp_V zQdGj)HyG@L3fYIr87wRtxy`BEK?Ah_`cM;czjAMT7z=w~LxZWVt{V!yUZhdR3-@oI z0Q`~pWDzyBndF8#=AV5LB^Uk{6Rv>xC~;Qrp~7GL+k{D933D-iN0!f+UEJm~4~9F6 ztgen^*2=d@J;F@&act-s!7=8x)P{wBIp1%hoFB0D6gAv zZM}Q94`SDk!!z;tw5AMO+c{Xb1Ty(F!40*Ao%)Q5HxdM|wd6lMRajU^48MZ>{8G{; zwTWMsBnd9vso+)M(HFu}u{wYki3|8%;JdevL*U#;1n`XKFJErOCq9L%NC{{IofB{% z+Ty|9hzm#Y!}^ybdc-PXq&XvAKH1af{yaOp3kQtw&kWr*Dbj}nf+wVZ5-K>p3$Y16 zTB(9SGU4r)9jh(#AyP(Jc@J1IQU}7^B<$pWFHlHOP@3@i=dCP2ml8PCt__?hxO{od zz_)?qr$yH>72&?sM}=gfOLu?$8hgYo69w=}YTTP+pqL0#0^$c1Dws1&tjn{BceEZ4 zg<}K$h+XhOlDQY|F%s`sq0A??B{o=^GJrBP|0sbvrFnJ&Grk3Z3J{A38Pz>Hu;DDM z48#x)_6yTaG@M)1k#Mh@KQcFp-2kilTa^nCW($joyi&KG2z8JDr#s!p1Hm^UE&aEt z$Z+n&n}Pm*c{qf!+OE1=6U~FjWq_0{tnv$deT_SYAItbdnEkdl0b*&_Fnv|zBr@@K~zU!^Y^CA~W6+xDJcIApH0?^jV=I6KDfc#p0Y=znMw z41Is{`6=OM_>}!ueMEr5={i<^_Ipw<(zCXL$& zKGfQAm_ajImdpZUZQLnlIAt2M{0}<(rkC$}viU4bssQWE$B!RNN~|s3TAgZ1%*)7U zUPA>ixmM$VM}3izf76!des4q?Q^>Zx@cW&GJhtP{?5tO)G0@#Xyh_cWRPf_#>LiZC zXt36M^N(^-+y2Z#NInnrH%WdWFBoMGL_gB@aenT%(>wvEXJ=>U0HIr3p3L!i8_!uJ z685(lK4L2MJ}P&zeRcgVmfJNpJ3z@Iptm_$kSj?N9Rh@3MTV;du@pJO>K7Ie5s@Rm zfsgNoR@xbt1*t{neuY%MJ5`k@$+tr5<+^w}=ln5!cH!@NV(^0Z6(*7Zsh?VAJ34=q z1*Rg}1?T4GVqXIcWT9*-lI;9aRE*r$hr`=wZ%vFQ_@^HKuIpi8O+8{n#(@pOP-gDC zKJW`_Oyblb-&tY*Bi8x68)0F+8@8(v#$^pn0npTTSnmdUs=%4;4i=QXtHjjE{{j(! zhDAEoyf=`37r+Z8uMuh;#9Uc1YTCi<9jN&6)77^&WdJXj5-x}^GDI3i&(u4g${D-e zZ=T5}em{rGnDFStpGSf_go8)h6@uJX6@Vx?!(o<_R;AzqIN$+=cU56uq9$FdQ&{M-wwB7;T zQ%E3;l|3fFSYEMvqpAs+*x2^;xz)!AOVJ5bj7A7XNS@gFQNZX%00G_Y^`VQ+sK~uS z@F)Y)qD7BPLPAdmKa^N_vT#P=DvLGn=Km@3m94Q{NHFW#Qu< z$Ke}_F{A$7zsc9&nfA9iNvCm=4>B3pXZ+O9Fr#|bT**)7ks6P^$F^tDi9Ku(EN#Iyk@}099DtRH_53c2RKUN)=*apXfJ3R}%~9q-6AaQqyPO zg88)}B;gZpkXTtuRqR7oQpJCnc^jBmg=O_ZTFZhOgT|j5*~17Y^cNnE=z&Fi0Jw+q zO3YN+#7S`DARYa4L`IP5X$`-)T1dc5IY;;wguphhEl+3P;VBk!tPjHn^Bo7d?A@N? z9F&SLA9D5TRq}YHxj_@tOJKvn!w(Fk*0L1t1KZoXQ-l?>N-NX4U>}3;4$T+`!cu8gw{m znezST=j>fd&YqN_b&{kbTh?8X6iZd8(Wg(O#j-lWQmC42@AoFDxfF>2Z2(_lO306lfbqxU%1-X!*}IG$_z zz)~zYGijjpd3lK)6mD9Wlello=al6qRAP%qo$AG9By*VIx$xJi!>3SV9}%5cUzRGd z3JnNnE1#f~luXhzuH7Ax(%gx?JMrH;oNe5%W%?UtKw|Mki}orK?*27kq23IK!myEq z*IE60kq+iQsAA-Bj3C7v&Fw(6?Ze26M&T*g$Om5p%C`+v+n?Qkr1^4FZQk9x!Z>v+ zk(o)QqF`HGD5>-aZ;Bk8ArW(`S}k6VEZTWcVi2h(-|#;oP(ce02k;(jmAEFt8@!00 z^icp1>Hqjet_AA5O_8nnS+HFFNI>yvUmu_Tk-a91!C_b=E$aH3>8K&U(_oym(PGm2&zjZz#^pzo zvrtJ65(GimLT5Pe5F*zivIzVu-ci0xKKqr4UNj|(I@jf%NiBjyfv|1gZ3e<5$&E3! zbd8^&FXOLKzoZbV3qXDHMju+`rV}GaMn(p~xmlpV77h)v3dwtIh2^0D0yDX);r`Z( z?Bo`dh0XpEQX%wBZQ>RWFv=O;h!_a8RD3sL-t`{RGilao+p1K2@F;WcF%;e!*l@^p zM3j7IDG@gG4U76$ftkb-IQQuRl4vj(L1n8P<+^;hKv?jjgrE~+VA;;8znsM=cxS2~$~Y=CH-p0GSbprPQ@Bnke7+ zWw^ZRNnl-!2dfEGB-&Jo?t`{cbI?~QR>fta0UgMg7#UPAHMrsE%t~}3nvr@AG;TQR z_+6HkmVu=|5n8|1$h4_O?cneG@d^^%J4H_HO@YQ-+9F*RbiU^!VrHI!yP+lh#g=jh>^)^BM3KNOiuK?Q-J-%5EQ+) z#oZ46Y##Dz%H|eNLH#Cj(R5X_EG=xJ!wrSBDAmzyE@B!f?nU_$NnjAAhh(^R4mdZ^coUXt z+@Eas0x}B2B|#u8NVZUzyMPUAai#@%UZ@?;lLCi|DuCG9FG$XGR3_-SoNKjiFuc3i zOk$&RI4~SoO!JzP&xxs#)K_SB;efubo#G-`r(1J|AAS`6f`taB@c`oiuO2oOi>xhX;ID(uS1Uv@pa36{rq+* z7s?9oZUf>;09p?#_XMj^HHv!>scE@8f|<-+AM77kbk>dpN^W6x%dB|#4uljDM8lDm zjDWMts;lSC)tHfyIa7DdqaOza)BdaqPSxHV!x3HfOJa+MF1oMPDD+9>MsX- zleE6?V31DR_1Ou$?7>a1@CDDO!}_XGzN!3S>^Eg^oWE{Nj6i6~DM)wDh(OjKlu|^n zA6sk&AtMUEtQO@+TElX$oDh=h<_Rv40yZKw|v6PVYbBX zCOt?5tpjPOKpu=hmq?j-o}QfC4kTJ~n;Td<)di{huAAoP_ z=XINq7RPshSccT@g!^tL}bg7W`EE|2qa58zq-NQo=7yvq7L#?yZwJb|z zQbA%c3P1jB5o3}T{5sh}j6CJXg0mUCrP#RgFptK-Z&NL5>z5d`JDEjf492Y%uYOcH zRdD`H>i(Cz1EhnT6 zg|tP%4Ie^Ebt0+##yq1*?H!zB(gs3B=ba0_Af=O2-(!6mC}=v-4Y;z}k2R5hMAVZZ zNunhQ=}`GR2L!(wRw2z0g*5-a%sW$CWn9CBY)@Z7^WTY2d6`J`*vB3qy=Al|7;(sS zW{;e#Hj~1^ddguv-^PmnQZaXcfYRI*>bSaSSN%u9Elj&|g-Olg9>QcoY#jbyghVqP zVBZlX*_aI<>43UvJ1QgOoIC>Zmi14h$6GTCO*Gax@6rjU`R?y(lmJLkrW$_27Lq&5!5Le3Ly8Ux?y)E*^gmRSNpks688g2eip(d=_8o< z-f4@2l)`cP4pJpCNx769Z z61jOl9=s3k<1yFMRtAt$Utk)~E-=vtPb9^@`gycL?A=ZUS&U|nK$AEPcMabMT=2fw z1bu08BUTGxIvRDW+u;Or8Fh72!m45c8ONyhISOEW(e(#A!M$duv$fBzVI4X@7M;r_ zrXB!B2jGj~bTo)L!Z!ud9Qi=!M<21Mkn8?P?-7b@=wd_k4DtEB3ccX~vIrUs3)sAP zh$9|WEnQ1HyuLoH%ez``poj?ohwZgDpR>tET3+z|6{+!z6qA2UPP)7d_O@< z`KL>rM5^?*j}R#0CWC59>BXac8LbfR>hXv;~1DPll&m9FfD`6uO;*tjQ`i>b^1IE^@LrC{M?Xa_t^ z3#-4g#R4EER)@n_p(1Z1X?>BFMvM^wy`jrIIec{nA@w6r)&3Bz>teEtz-6E{hEZ66 z1Uyu4NG1AFJ_b2N0lh)1Ck`3xgy8HF#9q=Ph5Re$Ya9?6-MFD1lrQljASgVys`F5E zu^086&iFaft^|dGi0%SLg?q%&B?r}(bQrYnE}nu?Ow5U>-gXiz7hw3ghn0J)Uvo<* znUfbg1*sR86NLy}Z2e=>=%f)h(P_Al2)nSNH5Q#a3zBOQIMbb=jUYo&{#kTEhnSwW z&$Praf^fgJ+p8-aG>Dje91W%<8xUO)*;L*Va^V7#6VG=E`F9BgW2gDC z;VN6z8fzc0UJ+j|`X=z5p;Oyj;H3Z_<#V6HXMq#NC>$mtc|_!KL_P)o;}cw_wAJ$RobYi=q67_s=0HY35%~(X z(~AI8J&8;~V*bj^pIztpKwZx6R40`XR~^qW6Q} zW0SG@1vF$G!nfiuI zAkg_nNn3k4oTbx?&;IzbmtxYHZ<+SN=hr?Aogpr1iW@*!Sy`D(qrkhz|FyP?BMhuW z___vje>c(&9=aUa6`Kz3JHhYX=o@?q&4!JFe&A&|f>$Ag%6v`Sw;bl3MWN+^*f(A9 z7qau`CZ)69I@&_22#4zn!?RFM%9YM$WyLeZRgzHAU58MGK09%gU2LN!%&jMa#;hS8 zOHkZ;s|271*`e~n`@NIC6h-S&*kH>qEm=m-n&gQ0lPblGvq`2J7`b_7c?JGc)#}H@P(j zl6Up*T}OfN&kmFnfc=4z>QZ=kxX-VntW#h~-lkEvZ{Hr(&m7n=%LKXRV&BZL4CJdHSoT3gJ8hC}p0sfCET>}ejpb?Yq0vJsot}7dt zhrSiTh6DlJ1N&_tx&m+j*D)rJQ-X7a$mWG1f(?Q{O8Rl_q`w$yHTZNEkdF*uLyb7G z-3EG|87z%hPt5cZ1iCkNvy~1+&KXR21gEso1@?&=jlfh8DBTDR*wF&0m-kISl@~7` z37mtyX+WyW*J@5qh$>KC>GRO;ux*aoP#EPAK;0Ddl+ObL!AP>N%FAU9uSeUcA`?s; z%H~PHvIU~<5`&Ygu$B@|Kwi=`k!W5m&hrMmY)D3nrOYpcYJ@SY`@sIl!on^w-mq zPKqt_KGa1ly8}TNur-MyVlX(3i71HdH;y;<-iMI2>Km^+rMJoXF@Hj zUT@~V^bteWO?dx8TAfAI)YM+UIt&{emCRlGHx&WBnD-}EzujGdlFsHF)~8W89{I0L zMKe&b?P?woTJZfQH=?9jhRsSe5j-}=YH7J8*u;NkZ?)q$tX4>T>W``lBWhZGa(yTI zBS`S3V_XL6C~TJdmYH_A@>>m;+!tWy@A>ZZGJp+@iPE$JShSMSP1y~l6K%U1z_mrn znKPfTdPLwwj*3`u)#zavb}&&Xetab*C~4vq+nVe_leuW-8_cwEmkxwiunQrg3}9Xz zpFu)&>7+}+2)bxFAp~)ppB`9S;6*|m=3ONaH8*Fq20>3Ir!Z6QIwabGi+-EaHp^bd z^%};pyYU`&fL@r)no57cWOA<1We9;LDZ}O%j)~hN2VyG;9K6^@XE92Q7u7-Sr++$p z-i#-2%0|whys2U-?DLRREcyaEFa(951h&am6k5cX1e!w}C-sZZ<%dF$+8AjokpqD! zE>}Ce0>uLRPHg{lrjjviIImD5x?$)83Sdsq(>w49Y@>-`f=*Tj^(=*D7`FE)W#d{# z9Lem6bw^O$+(ZW==H6$2?KnVHKl5b|acrTU-o9rK_n~LU*+57@`Cmn;)s_xfWt(T} z(Nc0j9|YhM`wjAB~?p4b4!qkYp2^1)z(lA1rF^`sF^4rCAsuCZPVFY-h}!I*Cc zZJ*tY6j?zYq+|+Fu10<7z2`Gh`3j^JD!oG6%RKd-gH?^`gDtK>C zNf}XtkMbKDsh~K48-jE&ManM450x5J?b{r)9D!!(k|h_JUHIjB=V!GkGRq~!qmzLw z2kH@%?Y@q2C-nQeZB(GqcD(Qe(@NP2VIW>9KqE(!J+4>8zS#LcsO{Z@2^{hNuptvVoiu|UxWu%B!w-GPG8}At%uEL6l$40mcYp0hss(kW?&91 zS!qnq`m>wnAEglQbw zNsLw~1`NPvq0Q`$&=yzeq_6KWDh2y`F-08|9Y_V)#!2{VKp|h~Lh-v~@i>*L7Gm8H z-0w(a!3^*NgNbl1xw*TS;#iVV4aB7e0Y*EFYsr#Q_?!YETe4G#xsD9xQSfb{QnjUW zzwKCoUU{OlFCByn{3gPw9ZtH30RQ9%42L}Pi3TSnhJv3wmaIlmH&%O()w6pEOZn-mHrjsVR9ezTfPm*?WB zQh;G!qEUNi zHG(u_F#$^_!MyO1q6}7_%dkIc)n+@^UO~s!VCi~$ll{h2)?w$`c#vW5l)73Yxc2*r?EP402T%q?Y@b+}#@la3L6WZ$Ib{j`A* zA8?#h0I_w@u8MSUEa7@C1$J}8CMuZRE4K_L?S>3nefT$|>%NnxrJVq~D*qmHL;}%A zHW!!1&Xj)vxnBYYz7oYcxsD|fRwYI&BrA0c)}w623Yr2&V;k!gE3QnzXrQJ#gBhYl7rKKmbn-rjKMzQ*e4{`lD2nL z#|w~B%JJ?RKq(hc6jA3>8lD`~B;*$wco)GZl8I7=Oh2!i%XX+{M=CC$a2@&gOXSYb zR#7mN*zBY|u-Dl<^oa}L?ZJy#3BMq*aH8#18lQ=(C$p^%Z6dk7WQHqokYeNmny%(^ z9PoM|fS{%WRw$`i@RT|pfNJy-t(mAdC;>n*Nq{z(WmO8)K&qkF<>iaeyhWKi!M3P{ z&v@kP*Q-dy2#DydM3;{2cO$gA3KUTZht6b1qCfcx?8Kuc{K6|&UL(z`Ff0SrEgF5c zh@}Eo8Y&uc;wZ%BNTKi!7?BlRgA;+j)Z$!r^>%e7SZTk3p%D}!`eQL(3jGn~5SM$} zudd6vgE=yHKmUOI#zV{uY{W^MpFB%uI-{(ULKdSW1j$oCi7zD|j;#tCJpw;F z1^@Ye!GJ%ox|rrM?tlx2cHy-N6uAg^i1Cb(PMARof2S+V$nj z6=)bqAhnObd%#0^3EysM>1s#g`3KdvJF7#!nhcqm3yGFOff~5ZZ_15=Sv)Syh1gOU z_}C5cW);pb0Ngbg*b>3cGA?i@kd^YP%=tuC>MwlM&u2ClSM;T)r{C0Y}su<*?MWO+V*lXE*mQ%&E+gcfa zrq*GS>C9p49|&=a(4+u&@Y>3UWZTNZ%02(9>2SHb{~mWlTl8T*`MZ|Xl1j*5($dqSFp*xzyL<%?Gl{$~Nh=J5}sjYQ>Yo+HOTz>!OoBw|MHq108K>-nuP!eRY9DFaF6m4dR z3UugH5YuzN!2(v`zUZ+ zq<;fDio8E`-?7bm=iz#lc^5|>K6%BzMWbE%mbV822Z`gPUz~X4U%rFYp7;p}LZghL zzp8xTe@@RlwEd^oW8;zVkIBBvqyvd(@?{)8O+Z%d-&!tt%9B9GH6v4WA${$DcWAz) z{Kbn>=Z*TBxe`6NU3nY)PF@XUSU;|wWg{&Ipl2uYOjcaFjeYf&{onV=Y`L-x zrB^fCJ5cnbz(8HjKIL>fWhyWg?dW8%`Ekt2M$d8}I26KSPy%3jCTD5-mpi`)z71_D zt8A0kQu35Xp$uZw>MF_+REx*KiQ9-QTecv3^V~0ALV3VLN#@zj##K9DHyfgHa2p^BL2(aIZ4>kKpgdZkTUJ`)eN__k(q~NCzu*p~)j-8-!UqU}y z=R58|SV|ODZeCtwa{heY1`(fSDmL zQ6y79D+Pc+I)X+uGD@B_-@sIYp%;rtYJ+r%5sG90qVA{A)Y7DhRmyHOl7*czH1(feq3~P)f>LGBqECcBzBLQP51On1oA< zXUA7-RJuIB=grv3%7Hfe42BjvJ%IW0<(J@P!53sF_z7Hvx?LG3s)Pjrl288N)8?T?*}(ki|GzvZ z*b6`ihL;~=#5OQCXo-t}7l#aV07PRS^~@>6o?C;_2l%*ca4XZtpJFALHb(z;z+EyB z(p$f>tn8)p`9s&}w4>lT`cY|767bBR7-&E3W$=v{@Bf_#1{;ROaF}9iyaLK?xVMv! z@-o37i15&~heBJ7$?970aLAD)F)fOCc^L`B4)L2300HI*%t#dQf$SU{S6Mpq(b|I7 zYCiB61ptP;#BB)}{l-Q?yEQjp+EzqEHuV5}mNbnxJ@Mh9;pi(RJwjUE!(ybd3orW~ zf(k{9>_Gw9EA3-=Jm%cxs;XUBx}kU%r&v5TaTf3d5&F_xIvJ0h@(1ltp83X7b1s#&#Q5_}`f(_DnZg4h`Z zniCX$_?n%(7y&1SV1Aid_FMN~Mn*AAq2PLeWe}6}mt0%sg?Xj(JxAEMXn^aMejcr4_=g&W|XW%DG-+fvDy&om5UgvhM~L`{tz zC29u7lM?lU&?SH<_IOLA1OX9nD%TpIzY!D_;ZaG#M9^}do%R~;ELjzQVQw=Cyy!bb z4FLp!gu~uEAkpZ zBM?~D0)v7uHc^?_)@WFWLW*?8mpD`t#AvjxshZ+Q7lZOLYY-I>lcB*hbr)<2Ovk}B z>VgmiqYP$<0b*w$WzYqUV7Ex9LI5lDb9U_?(BH~0><_SfxqI)q=RD_mo+Gd(vVl-Z zNwH|}z`hI$(eiIz!QG}rvLRKDnL>BnzWMTGlG9QS)#Xm>$ml;BY`O*5z64UQa+u!2 zKJG)ZB6+S{;*ip9Trs=4E#ZiVN^Lp7uN`=}pfvEJ9p4O{a85wL2a<%U4s`aang8tW zzgKksF)mk^;0or(n2xkFt&%6Nj;`FWM9yhfBE5o)-G9RJE~0KrM#f|Bp-gsKeZI_- z>3^|yZ*b`;xC8dUI27n3HU7|oSq6V4W~vRp;S&&=g%VpaKRR>zC!|M5zuJ*(iToRn zBOQO01fg4k;5Rxk@&?s+iHE23iEY9~m@h5whVN{nGpv%R>-y8)yYyB|Pfx14LCs>e z<*)&xADoYLBuD!NEkR`9t>mH?GXPut&I=RyV_1i+lFJK~+Bo(3^k@v+`jB}>Smyp= z*^k$MVVAxJ223hXnqX)Xv%VuKO=nn+YUYP#Zrs?ltfvXifXJBqUp>MukeYAu0L|?n z{b^YIt7<=c3jrx+F`wF|VA#1vMOC?$%^kSRW#sDN(fTH6p<(ltL&3`Qov~1kO`tR2 z4p{WN{g$MbyO@<*Yt_sJ=!oO^5^JXawGmGZF_BHKx9vax`1;yQv_CbDr zr<7@yC5QdoC@jJmiVv_Fkj2@}3+fn7v=Ix9jYihoO6IW4UB8 zMdSvOcc3eqFw(UA3iO9qdoQ?)?cqa{%`8mHp*^YL!7m*FeDT|RGX)8UYZ+rL+*C%# zA5P*sbA6)mys(lxvsE7XfFP5KCZwtNbNcMtXfmm(Pxh6tWN*xRwq!p5uRX=6_{V|U z4+%LUR^}+#031ny?vm)$z5i$do(R<*8amRyP!XCnv29Jh=R_Vi9U2(uuE4pn&-6rC zUtPL1p!vdd@t(4|J=X)@&TJmn%q%q{lmc-5*1QkvvXoCf!OP!t zaK-js3YdVOEYGj*|DE1v zr)g8Q|DC+QTY)ajmuK7FEeune!2IYtnVx8T(Z(%MGO{Jrx@UEIBbZ7=-B|!Xl}9Y@ z13>etsU^2n(uISmGx=q!HWeU|;V2_adBPhzd3KTsw|^LqkK=~TJiye7XB+P-%BtFG zxV7Ol>_4>CTkkFpKD>Llw;>34yYRw8*vs^n>JoA@F<+aZfa#Jl8aZk%s%A^$aSp|` z-(Ff!p9Arwx1C^_2*9Nj<8dMhH~o7qpliWoE#hjnu#VCV26rVStb%kaW!X^*8>NKv zn4L472$0)JYM}Cf1!VM;YNo~K!6BdiBA54?9Cqdbu~m!*mK1uP5f9NIF^rT;mk4kd z2wCuT8b8GZ_y>E%I!MK%=lw_5xe_o|+p|C}HC65HEN`}QSKr!0MKLGfi+kqg=Hkc^ z26zKzbAES73cN!a8yY3eP=~tp^BrE;+7wCi1Jp#YVt76!9FITKPcSq^f#7LY7+%b) z>h;81$s(e250Cjkd-#^bLn-hd(v<;ipqlhk5|bc+`165EXH6H;=F{R zhC$=*etMsESGcm7DC4af`sIWqmmW<@4s+#YryWwHCpYfF`*rKADQB^I4L~7Klo^YV zU&OgojXHU2e2lh>n#(SO!nh|!PPE(ue!?@d`{`}Ay!6}K|9NF2P}G5juSXx;@}Sl( z%>0xRX&d}3dd&-zv^%O{C-yF%XC%LP2cERo)O#Rn1fbV5XIw-V7UgixzZ_eL!#mD4 z>D=gQ?W)V-*E=MWBT zr?@#6ZmjV^D~Jh4IRGa*;Gh$svD&EX$8OTM=h{yYpz|+DA13JUZ%E#Twm}RH(1zxb ze1(IoOHor$-~mbUm{h>jhCjtIG-OyOce*ST>z+?!y-~e&6ybZyL>q#`_8;^;RPrHtUizvdn2b$@Zuq z9H=}nu!eODD~rS8LP_=9NORJuUqy^jIa`XFsW4|P(diwtv-Q!~SWYESs4Re^m~mho zTVkBq{tblcNyau(#Y(;DW%sn)6!D5|AMb(;6rj`c0LP1+mBfuT^c6a&5CLSxsjh%| zPDp%ZJR90IFZPi%VmS1hTWEj;uJP0BF$R|05Kj~y@Ez%8@MR#gEFov* z0)BZic6a>fJ-Hj8Kn$8spFVw_QAkiM7P*zkr`>&wx4-Zt Z?&iv|=Ni6s!IVR()ro5oYF2JF{s+#glUV=& literal 0 HcmV?d00001 diff --git a/docs/posts/hw3/index.html b/docs/posts/hw3/index.html index a4dab94..e67e5f7 100644 --- a/docs/posts/hw3/index.html +++ b/docs/posts/hw3/index.html @@ -7,9 +7,9 @@ - + -Compute Tiger - HW3 +Compute Tiger - HW4 - + @@ -102,12 +102,6 @@ "search-label": "Search" } } - - - - - - @@ -158,15 +152,17 @@

    On this page

    @@ -176,9 +172,9 @@

    On this page

    -

    HW3

    +

    HW4

    -
    bigdata
    +
    scipy
    @@ -196,7 +192,7 @@

    HW3

    Published
    -

    July 22, 2024

    +

    July 25, 2024

    @@ -208,345 +204,101 @@

    HW3

    -
    -

    204page

    -
    -

    Q1

    -
    mpg데이터의 cty와 hwy간의 어떤 관계가 있는지 알아보려고 합니다. 
    -x축은 cty, y축은 hwy로 된 산점도를 만들어 보세요.
    -
    -
    import pandas as pd
    -import seaborn as sns
    -import matplotlib.pyplot as plt
    -mpg=pd.read_csv('data/mpg.csv')
    -mpg.head()
    -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    manufacturermodeldisplyearcyltransdrvctyhwyflcategory
    0audia41.819994auto(l5)f1829pcompact
    1audia41.819994manual(m5)f2129pcompact
    2audia42.020084manual(m6)f2031pcompact
    3audia42.020084auto(av)f2130pcompact
    4audia42.819996auto(l5)f1626pcompact
    - -
    -
    -
    -
    -
    sns.scatterplot(mpg, x="cty",y="hwy")
    -plt.show()
    +
    +

    문제 1

    +
    +

    정규분포 pdf 값을 계산하는 자신만의 파이썬 함수를 정의하고 정규분포 mu = 3, sigma = 2 의 pdf를 그릴 것.

    +
    +
    import pandas as pd
    +import numpy as np    
    +from scipy.stats import norm
    +import matplotlib.pyplot as plt    
    +import seaborn as sns    
    +
    +def my_norm(x,mu,sigma):
    +    #x=np.linspace(-10,10,500)
    +    y=norm.pdf(x, loc=mu, scale= sigma)
    +    plt.plot(x,y,color="red")
    +    plt.show()
    +my_norm(np.linspace(-9,15,500),3,2)
    -

    +

    +
    -
    -

    Q2

    -
    미국의 지역별 인구통계 정보를 담은 midwest.csv 를 이용해 전체 인구와 아시아인 
    -인구 간에 어떤 관계가 있는지 알아보려고 합니다. x축은 poptotal, y축은 popasian으로 된 
    -산점도를 만들어 보세요. 전체 인구는 50만 명 이하, 아시아인 인구는 1만 면 이하인 지역만 
    -산점도에 표시되게 설정하세요. 
    -
    -
    midwest=pd.read_csv('data/midwest.csv ')
    -midwest.head()
    -
    -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    PIDcountystateareapoptotalpopdensitypopwhitepopblackpopamerindianpopasian...percollegepercprofpoppovertyknownpercpovertyknownpercbelowpovertypercchildbelowpovertpercadultpovertypercelderlypovertyinmetrocategory
    0561ADAMSIL0.052660901270.96154063917170298249...19.6313924.3558596362896.27477713.15144318.01171711.00977612.4438120AAR
    1562ALEXANDERIL0.01410626759.000000705434961948...11.2433082.8703151052999.08714532.24427845.82651427.38564725.2289760LHR
    2563BONDIL0.02214991681.409091144774293516...17.0338194.4885721423594.95697412.06884414.03606110.85209012.6974100AAR
    3564BOONEIL0.017308061812.1176502934412746150...17.2789544.1978003033798.4775697.20901911.1795365.5360136.2170471ALU
    4565BROWNIL0.0185836324.2222225264547145...14.4759993.367680481582.50514013.52024913.02288911.14321119.2000000AAR
    - -

    5 rows × 28 columns

    +
    +
    +

    문제 2

    +
    +

    파이썬 scipy 패키지 사용해서 다음과 같은 확률을 구하시오.

    +

    X ~ N(2, 3^2)

    +
      +
      1. +
      2. P(X < 3)
      3. +
    • +
    +
    +
    from scipy import *
    +a=norm.cdf(3,loc=2,scale=3)
    +print(f"정규분포 N(2, 3^2)를 따르는 X의 P(X < 3) 는 {a}")
    +
    +
    정규분포 N(2, 3^2)를 따르는 X의 P(X < 3) 는 0.6305586598182363
    +
      +
      1. +
      2. P(2 < X < 5)
      3. +
    • +
    +
    +
    b=norm.cdf(5,loc=2,scale=3)-norm.cdf(2,loc=2,scale=3)
    +print(f"정규분포 N(2, 3^2)를 따르는 X의 P(2 < X < 5) 는 {b}")
    +
    +
    정규분포 N(2, 3^2)를 따르는 X의 P(2 < X < 5) 는 0.3413447460685429
    -
    -
    sns.scatterplot(midwest, x="poptotal", 
    -                         y="popasian").set(xlim=[0,500000],ylim=[0,10000])
    -
    -
    -
    -

    -
    +
      +
      1. +
      2. P(X < 3 or X > 7)
      3. +
    • +
    +
    +
    c=1-norm.cdf(7,loc=2,scale=3)+norm.cdf(3,loc=2,scale=3)
    +print(f"정규분포 N(2, 3^2)를 따르는 X의 P(X < 3 or X > 7) 는 {c}")
    +
    +
    정규분포 N(2, 3^2)를 따르는 X의 P(X < 3 or X > 7) 는 0.678349012091051

    -
    -

    211 page

    -
    -

    Q1

    -
    어떤 회사에서 생산한 suv 차종의 도시 연비가 높은지 알아보려고 합니다. 
    -suv 차종을 대상으로 cty 평균이 가장 높은 회사 다섯 곳을 막대그래프로 표현해 보세요. 
    -막대는 연비가 높은 순으로 정렬하세요. 
    -
    -
    plt.clf()
    -mpg_suv=mpg.query('category=="suv"').groupby('manufacturer')["cty"].mean().sort_values(ascending=False).head()
    -sns.barplot(mpg_suv)
    -plt.show()
    -
    -
    -
    -

    -
    +
    +

    문제 3

    +
    +

    LS 빅데이터 스쿨 학생들의 중간고사 점수는 평균:30, 분산:4인 정규분포를 따른다. 상위 5%에 해당하는 학생의 점수는?

    +
    +
    # 상위 0.05= 하위 0.95 이므로
    +exam=norm.ppf(0.95,30,2)
    +print(f"상위5%에 해당하는 학생의 점수는 {exam} 점 이다.")
    +
    +
    상위5%에 해당하는 학생의 점수는 33.28970725390295 점 이다.
    -
    -
    -
    -

    Q2

    -
    자동차 중에 어떤 category가 많은지 알아보려고 합니다. sns.barplot() 을 이용해 자동차 종류별 빈도를 표현한 막대그래프를 만들어 보세요. 막대는 빈도가 높은 순으로 정렬하세요. 
    -
    -
    plt.clf()
    -mpg_c=mpg.groupby('category')['category'].count().sort_values(ascending=False)
    -sns.barplot(mpg_c).set(ylim=[0,100])
    -plt.xticks(rotation=45)
    -plt.title("Frequency barplot by category")
    -plt.show()
    +
    +
    exam=norm.ppf(0.95,30,2)
    +x=norm.pdf(np.linspace(20,40,200),loc=30,scale=2)
    +plt.axvline(x=exam, color="blue",linestyle="--",linewidth=3)
    +plt.plot(np.linspace(20,40,200),x)
    +plt.show()
    -

    +

    diff --git a/docs/posts/hw3/index_files/figure-html/cell-2-output-1.png b/docs/posts/hw3/index_files/figure-html/cell-2-output-1.png new file mode 100644 index 0000000000000000000000000000000000000000..7fd9ffaa4ac0331c1e7f3c5b2f3756a8ed8cd06b GIT binary patch literal 43898 zcmce;1z6Qxw=cR>UK_zc1SOP`7AXM<+XW&>Hz?B5DXpRyluJU|0O^!&lGQ7qufis7l*@9;;&y;!r>@F zakw2KyLZB$#PRGo4F3^xxT4{pY;Ek|eA~_lCx6?)=AN~~J+nK^PDXb2X4Y1Md}4e8 zJj|vJ4mS4U{QQ>x`T(D`oe6&v-PB3A$R3;Pn)WyxgD?7LTj1cV5e}C;jK6$A#U*N@ z=e~RJV9D0j(p_I4$%);pAJrDGIMLALsVK?y&{8*dY7HJ4RGd_Zi*co(O*YW2U;44V z>RrB~{5D#ONADADocu1c4WKivN;7P#(j&WAO0^|FVOo8{$583xE>CA^S zpDivRj^}nvIu*h5pueadhg*?0$;2_LH~kNsaB;PckLcJln9J-stUy z;X!{X@>9r>e@di%$VUFDd0)jL@=s%r|8HDQ&S!Mzk2Av!v2DLT`?BHdB1P3Tj%lLN z#NiUPG&RFLS4TPUjaO)O5pSK ztjVt+Q*y?Tvs~D^w|nJ03(F;5?OdU@{n&?RELK)l>O&N01Rt-S(%5T5v!r6)@iAU2 z$J{96IQ9wZ)5Vzzf^xsG|M~xA2>x%6=z9veSogVSgjcUxl9V~Ve)*DU(MBwsub0R% zYx=O$zsPILvt;@Ai->c!?+zV0bmZ{i_w4c!r%#@|kk{u~B(<^7Bp&Ga=i9-J&80H+ zbiI=1Y%^u}=2gS0fR^Ld#cvxM8^!%IO&S;_XUccf>viT?r&|yUuGWO{r%zuaht-U> zNKuc~(%|tMu~NGGj`AeV>A1M$57kGfR57~M4%otUr(a|8$Zj2nJI9Ikxho3@2(;*B zS@np^M+o6zid18mB%D&!()H4e>mpPoDnA<42w8Rt(a_SWcU5&+m!&;@`c%tp@v@#? zj8>i%FTT32PBld>tyo+No44JJz4Zs(#SP6i*H`KlIXOA;k)qaWPENT>%F4oaf3Amw zhMEu6hHGWsd0b_+X&d?YH2i+hzx36d_xT5)ad0Qw& zyZdzxEY*qjnYL%#4j~q8EOwC=yR5m{*{_a{j*fNZr4OzvD@evC#CmEG7Df|d%|H3< z38_3L>6$HK)t#7Y*=62F)P;Yd2iO06f0g4fs`S{`7eYsOtSLbuTH3_&btd_l$G8lP zd3bdTRsQ+sA41&y`611VY9^`7rkmkmbc_;N#X>tamb|v| zvWVvEQBfyK)~1RGaY@PvYI{RiM`x>;oHv8ER@=(d#A9P(i2lb#WeLXhQJS18ggBE} z54B&vesRJ3ji;CC`6}$frni5~{U}d-T-y zR>fkO;LRFWLb%n%MTbgBt=cIkSYRx^fB#N6AsE`dq{y`uCG7tbmdJ49d42br*C(VkA{&Ye5{ZS1V9*9nW$ zef-weOAEbj(_*peG&YkxMe2m+Ov5VrX?pcu!>?`mZH^mJs{Z7pM*Z}ZyMXDN_7~j~a)Z@7}DegEH%nEO%XE!ydq8b~sI5G(r zDAkt0;bhY4V?vxJf*PCRnYr)vsXw3j-X@L1QNMHFtb12jl-ojb_gII_ z(FRk;j$iGW_DqPhDonZ{*&KiEa4c-KB?E+=Cq+ zO-!&uxk`m+HW%2Nm|S<5>93$q-+(A(#h18}%zxNrUU_lUY;|Fj5NA73IU2jQo&c|H z?k+#wTf&B~3SdySwY5!?lvRqA@_+y%#%3i8Kun##lPA|8&CkZB%D|Ol%`YFpS{KDB zxtcgoI8?{2ANKO3KO=9+R_U}G?2#9~b5symDH+672*IJDYLmijY;3X$3VAyEOf{jr zO*^R0GZ*y`Vf(dcNme!Q%r;9)KQ40bHEWe|U!VKDd`_EXcm6Gc;f^UtKx$%@5T6dq zGrzQ|MtVymB5mRQSF^g}HM8Qj))lJepRbbaYh}dkF1t=kjus5Z(dq@M5rYF5?0G`Q zo4>C{2%5y{Z^*8$^&OuU#NoW({K_&ItvqfW%xZM^uIYGdnyTI_0^xTQr;zRMFRmpG z(pxJE@-gQ%jf{-w&lq@1Z7vUp_i6G$Lce`GfT==ax>$Ko*rXvwRaW*ns~IG;(4rzd zu|c!xSXCfXTbRBlXVNB$IvJ;;g{=**fDT!j$B*$1=Lhl+cgu^adJN~aYmAnz#Ywuw z?P5%H_v{oh8&&FCpv2)GhBiEm|Ne?YVn>W-mT^*QYOP&qV&e5IlZH@M$MIHqJRZ+j zR#nC1mD*)hBo8~9I?Py(aUFf2@s1qJF15UFyBDlgN`)S4i>igjQ{4sR#r4*gG1TO9Tg15h-V-hDr3azrI#aQ0yc^=i`zv?)^{tJ*RzqHG@kK4y z-+MUEeq0oY5Dn{f`8=C=Or~S9v1Ca$)^n^SbQ?~_W?nPn2oqDfnElXoLMu@><3||yIPB?x>-YvBq5Gg-#xR@^LkQJ(#MW_@OQl}S7*lUN1iJ+`j9*>!#>rz zi^=`X2l>e4jEs!xYmUyAZbRWF&F`-4qoJW0t>#W|E}AY)dBveHwl-bXma3VxkRZK* zCm0%|6{9?O%nPn`gpLjdjYrq1!)SHnePD2ObQ)}8a{*2lZ}=(YUyxtfrO z2(7^am^!n@IDBUv4mWgBX+ z&8ou$(LhC}mZoJ^`&z(tGN&yVo_oAh-nrY>x3Q_ovCm^E$!%%sc|d?#SFWWasYQJ} zEw8uHZMtNbqzLuBk9VWe=u}bKTS6T>uXgKjydvM;&OMP3s8?%9}h7D5O8^5S}-KdIm3x^p;>qOJ4VD*jCmd*68LCP7}ZdHj& z|1q=So1;kysa3?Hn-Rh_Mbm~^`1CS9(wLE?=hjB!a%wjsYdC)ZcP0Yhtwp^{B@j%%*#w&R(9?v93)Eo`_oM6i)2EhHBs`!q~$ z!j`EcgFsHdb&RK0b%S$DW@h83$NuxZw{8V&gmQJ3bP3qQXq8hUIO8qdQKs)YDLkH; z5JTWAOq_MipEz5k`OUb#Xlfd-!Yh0FV)tfRA5~~|tvxn6mQuH%^b_`02J!qc$h^a`qHR=g zV{YumA12#RdMvyowa0GWh03^qU7o8!%XPz%Q@ZcE1l+a^yY1^CsU4;Zrm*VaS|Pg_ zgF5q^TOL0SutBkQ9-FmSuqt{zyIk+J@@&0MQz7CHkG{N?TBYZy$;Btqgl>2oyCHkY z0zpM=OEa4YE3XI;`%Pva`7 zvJ=K+=pe$iuNBqUOXi-F+F>w${xn`qdO_5U*I)nSdhgdomNb~QEi76LK6U0amUeC#jk_y_~u*N<#k0Ik5HnC|7Df;+m@$k{Fhr{&wNaMrFHPvyVy=Tzq zo_UTY;Y}ukBv+b_ndFev;cxmK_ZmM_X$L~eYb>zGrs^v8SVFm9UoZ%IRFkIp{TVG& z83KE3eUH$>tif^92u=kOp*(lpG`9O=q85}`D zEMuruq_+BNmpTIjZ_oXN0?)DW(zR65H75MEfY+n{;Bdz-p#|~db+-xk#+bU&c&o9i z+0)yfp-Rzp)C`Bk8Hr}#*ahrU8gujUR8kp?MO&VSqlKdC)C!ii)}+5%iK6*D^N{?C z#cM=|#nhCW*Mlnk1=|!Z^>`K?p&3l3IuX>^SWAM`PR~GoGR==)wEFA=j~p%6uhPm3 zwJQGUTDu{*9rpjD<$ZTy__u$nc+{w_4=?DE7p_-48snBqnj2KI%?#IrH+#>5)}HBp z>r%6{D!-R}rR_KPdmT1NN?o}`acO<6f<_Gp*f+M=m@Y^3@Re-jl3uUfh?SwC@H9>G>lsZz_?b4%fp74MP*UU!D!E&I&IX zj1C0Gue+mo^{&L`vY&fO(1}>4XWrX=gWv!559TBj1$B?9D8NeC3MsvYCCYtoZA8yG zcQc?jz#^r8U! z`0{SRGM!5ktd;n9Vxhh?r@&7g=?^-NA~luTAcrX~V` zHL_0Cx`&HF><$sCy?#e*s(XJ+u?$xpXK=p0Pj#|Oj^&zGAfyo#mi>oMuFJy;Eq^iL zw5XoEx8@gYhUVliW!NVS)SC=O2-$Yi@irIilCx-&O;CtL%iaZBgWjS*3FVZonqSL5 zGPb%Ha_F$GBmS8oKNmdU5%L38Y*^W}>6(0?@`4?`P0vDdXfq3DY1<2IvA^BBFP`#v zYSr#goo=tA=&t1H^M10rZa>;Brrwj4;JBimcwAcVxt~MJt^?QU=!Vdyq(@FWic^9% z-C>@O3ytgI1PoKFx|ib6#W7Cu&D-uvhe9ho&1X(;d&hbmCuC0Oc>KdE@SLoFc6^_&4wM%OqXerLL=S+G8W9z!N4`oqQpm zwM|)`M=23?YWG_YVZ-L)e~8Cp?mLI<&6{coH=_{=M$|1DL!z!gCa7M~E~ zD%+;-Rq}gaz$mK&$QB`!`Y0`ZX`|{R!z9Q14p8$~+m5ZSF7>*lUx%Ne1(+8+jM!Ylw6pwe|rcoDdgRML2x+xt3k zx-$kc?@QofyK(v+Y|&Da$r6r)Rgz#^U|Hmu3IY4?R?f|kTsUrOgh5g2?ftunPHuj< z!TE_SfRfJQ`&l2evY^^ce#vqzIXhcL(4@ZkISn`cf>dT^CcUUt)Q6kVV?W1xT?QzD zacW*(o{!y{DE0(uN;qH%YSOlIt@5HhD(MXnYwN*lN<@ovM+%NaE%#!fd#_3D39%7a zSUm=O1Z>W*T{bXa+-z)DKKoLsySo?jm95*QY3JQ6aa#&ym4w=#E2&EN!sc?7wE1v- z^eWWCq_4F4Bi}h<7e+|HuRMS8B4u_KM*cbhsJt|w7&9*n0Q2OwP6sc?Wa!1#P_X5v zabOqJV1RJ4ftP~EzD^jbi%iHkGp;Rc)_7S#dLx^aQ&3PjMLm6SS(5$6>o=PlYim3i z9i<*cPE*~S_`=EDE@00FUoAmMZX5Z7AN{mMfmhOa?LcZ7THSMGYK_NZG2Froh1NN# zeW6N9O04)jd-l-(PxR7ia)_(;$GgwwSAsc}YlR_**8|r+^jz|lP1BAXWef5INlvz@?N;v3;rjh5b< z{a}J>?&HUgtSzNx&IO1%gK1E6aL7Kz!qW2o8dZ;TpGPN*2bBb5g{%3#C)IV0J_O4A z+03$|8bwh$gUm?uU53R#u9~($dhhxLAIj2L`9qw90U>re7=D^esk*8Rl5`>G7AXe`Fo)F0gkU zj&?rJ$RaA5*SYHg42yrQm5CRdwLvT!Y+e_A_;>oJpUEk3-!U;3b^g8*Vc>x6CNi>2-wid`457p={xFA*be;X~7hfMOA#v&5qg_<3E|XN!>&$pyal`a^USN@aUw3+^ zdgRlmyK}61vE%I(&7ilQcT9)9tIFTfvS6Eb2U_b0I*35~om4d9_U%=mShfZgs z{T{ZT?q256D4eZ4&V~oly|d8KBBTwNO~k1afE>E4pQB_F>$O?1xiRe}N0=%YW=!`l z0!D4vxc}0V{j;6<@Ek8gLS>VZS`F`Y>v~N|ONh+uguB3HBhKId7$I!Ij)#AR0?sQRg#wqq04u8JAq;CK=Sp@)k80(d*SI0uNt;{rD z!B!kK*%e=WUcDzdM94HK$!dG7TSoT%EEPoqv|%gqLn48lL)fJL1ile?;gG1PRA3rT zb8uYKcb|PsEF9yS?8v%CSOC$1tJ>1~VRN%e$2}4Fd-&WGO5&lRL+ZmrML z!?PV=5NE}^!j2ab6r`A7i!!U7ezLG<@sXjdbmfY4Ia;7c)jc+g7Y4(yZJTlayY8>* zy4M1i!o$N6C8|c$NdhumtKOGPxkLz=DV0>}=a`2~l`QpgHSlU>Uw?6w*RB;zw(Rd#-{(^QTf5ZIMrS?_DL@q!lS4-nk9o1E+nIy-w;J|?9 zb$f+QWKlr6#t4bTI-;(UXK9L6htgPEgNkT{N%uL6lKWW>Lw;Ckdkw4Y%m+$^ETByC zOTVRO|MQB{#fK?U&Nn-=zhld_e)%c@L&f7u@tQo3=B1WmIk7xOP5$bgJavz2=Ul?p z8iGAQ7~Z`bt2l)_@)ST3X|c6!?5}_gRBcKyRKzN{J_g&T5(TkWipXz>q7%IO{OOq{ zxifOtgT$SkTE2d54CTdU*AY{p6%Q|!c(&_*7riI4s0mpBhk-biDy#GpRvBf4>5K-z zw%agbk)W?b(D4 zny#65wW`t{mF>z6NAR|pjLyaNJ7SsCNDkhF>lm%8|D zt)YFR4Q6kd2D@_dT@$&r#e%UJ8?!IF?Kga$Lmf+cLKz_649iI$Ln(>XZTi~d4|c@o zpA#(cA;1qGO@Vz+GFijX$#4~c(w9){j3~vy4 zkVjYwn+|5If>z14j&&FdPO<9Mfhg0Fep@Z6(OKM4I1QWC%s%or3mW|B#FX|@iNdgt zcdCwccc{|R%8iaF>n%DwJM>GtyDI9wTqMHTtD z<-~2uRegQsSgyVv=V(?HHbm3|nq&;i$%ri#RZ!BieyyZ8`-iY|f5zr|*2lOHsPL*ASm3kT*Q@ptI z&DEjf;{r<^XHDH}(Hx{>b8x+}K3eJ4%ao}f7sguabfj%;s6w5lf^Wu(U=QVkAd*b7 zE7~zW(B@~Gv5+Q4ljY>%d9^Vfga@1UxN5mnjh(~N-AkHx#Gughe1v`N&VZFy<<8!J zML;UgX#WLuhJz<58O(`H8mc)D@_MW=o`($QrFIwt&@odMEP3)ukqT9ayd8Ax0j{K0X>6Iy0yp^U0qXDvdL5K8>izeaVoJgI|vz+@E_7 zBQAo-w_rH#yz9V{{_)Vy+i(Ua(6jBfyw}ZeuG`BJdy)Y(Fft?Jj-3aVR})5D)JtSytg%y!TAeH@Y|_wFKiK#X*wVFqG$t7YIK)=b?jM8t80Vp>`=AT zoR^;Iq_e`3v^IKfavJ zFTb0G=pdXlmgX)Vu2AYnk5X<;9zFZb;%vthQv1_`#;y;B(XGiWDf7ZaFE0&E!Po(Y zI6hs7o`(HQR%y;t*_*DwmtDoc^hE{Ln*Mttf+gklv$Ggss+J9lRnbRJsM(TIu(Yj5iV`JK>GS=7UIuU7&h%K4j7QqIi zu(jW^v-=35SKRB@#~dd+Rh@h9Cx{5!@Vfu6ptZRF&k{H1VGDED;+aqTasqPx`b@yz zqj=+n-+wWiSpPr{3cbr2N6ugM%V_YUfB}dbByi3R)(AUK z=}0cN828t;wPGB2mbfJ(v_Vconx3qjoUr}SjWmtScNeA) zA3vS~vaZ=!a}tSh0HCk>g$oyQ0-q{6`?gtt0Cg7bG7%a!nl%k37^H^V5*-?JIRJW-DC|bu-(#?VY zAWa>_;e>+L7|-w6B`Y9c?0VrdX_EVEW#QPwJqw%NfWqocDjFN(#)-j(x zrCPVd;SWoK*N6~TTYDo-ucUKe>Ghf04_B9_(`TMLQ<&Wa&q`;$?R!=;@aZ693P_|L zi<-a-qyVLnUbg9Km90TN8FROfM~$c`vbYLu;74i zOuY3zxr808B>*Zib*wu9vD{rUu-t4-(`FOqQ0yG2=VSyvnXU2*~5r{CJr`+(A)AB^V*}91Hax z+bV{fUPq#PLtLR}{c}{6_>c5oNct^3C1k;_+dh48TPPHBv_rN_p&O^LB5&m{@7S9TWKC#rzcs(otI41TbBQjf3$lt5J9`wk0f95Ml3YSFb*~W(Wu#D$1~2 z%Phu}A!5#MnW?f+?cCSc6_5OSabaL!Ai5#z<45!2TzCEVBO|6|`$Abq337b50vRP2 z;6>H%4;L;ky9@#YvSKf*6e(hPe(Wu{(-?JO1iRgrqE&Pzk|i9V8U}@@*rNT6MTte2 ziVCZ0`*T!lK2b2{ah&SzpgY8H-X){b!fW~0F1!*L@z$LRG>V)iS(B>$Kf3AXN8Zqt zPGBXCHdVRR!5-OJ&|qLob&9$j^cAk|2kOHOauUu+Q}d?&oh2Fih66NQxT$UAR=ehu@R^bV{S{E5pGcGhe<^x!?ya~)-~?99f)uqb+ZmLkrqP0vmK(N0Rc`rHU{$K*;sI%OlK zf7dM0l4q^2;OPgn##^W9(E1q1mS_n%1__wr(qB?p>qXPxY$ET!v;RlPU0Ip8t$or7 zOg}#hwr)9k&PVo*42J0w7uVq((V7MilspW}PjDP6jz)l80=X=OOCh*twuM$aegZCz z7|Hk@yH0?rnC(#{B5+IUsQpK-+e=&yJL^v4IVUg`lsuXN$UgWtb@qofZ0BVVTr-JZjIfnz)VF}9H!@ z)2t6B(s@36;1yJR3y}H+<|oJ2#<7-05|Wlm1-(iaM&1)wr;6g^bbY7np6!4tOsO}^Smohf1i`t{>_tksSB9Aax6PbhpE z%nwXat$1c+^OjRYZMCBzwW_fRRopVWFj5m7gKFS~jDALJ8^wp!1;Fjd?hi1LTW zu)$}9qCZ9wk&6t4$QkS1fR+CJnI1)V^NPlLOX7#>{Bw4EUM0OcbxMa+w#7U62b*|i z3>rP$RnxC{%ORUZC)ug2dFkqE$h-O{t3WDhmeb@Zh9(SU+tuVZDf51dZxc$_?&Cm>R$vdi{HQDwYSdLyg9-+l}yDLJU0&ygpGx zEOvnh(+g&1(|Y5X4|YK0Y$0SqR#Lso^XwB;)P|DX7K0;1!E&-*^X5W85k+WMS)VQK z1)%*6u#3)QmK`!bM9V>%noOQ_GFx*poP<%hfsH~xi^fGVM2y7(@GS z2NbzLU?c1Tuivz9ofdn2EMB&Ef%#))o>*w1o+N+VexqEvz}Mex@!S+U)Qj{OQl}6J zt$53)l^x`|VAEn`6i~DWpw&+DOM!jIad5M5Cwlq6&zW(M=Pj{&dViG^3O4fW>!AJB zNdt(Ix8mf%!)Cuc$2t8!ws$8e)Yl_{5O&KWl>zAL7r??aUt{Mkg={Nc$LT4AmrFNV z5pJW{LH;F_9j#M&!MnOK@Rp7R?1L9{ax=keJA1q7AU*wkPB7Qap}1&%f?(U>mT|T#{{@fCHrW;&j-$Vm*Gfo?>lml5*9Pf%U|?9C@vA!HrYJG{F`-JZ^DlrS ze5BJNT{VnP_XvoN`T6HaV=Z#vQBPA21TUs@skM9{t)9zUBwTw3Rc*@7U=-||3#Z&S zc7oQ?2Hr)Ussl_?sYW%SW-D`p5faWsMz@JfSAUQBI#G*_RT3=Sm)977etNu*n}Hw7 z{s%jDIrNur+W=9fZQ655q6CbWd-oYW1T_S>w~8(_(5BR}>}>zv^=hmUNU6+oLkPe; zR#z#+G^6H=J74#bru*~>3t&tgfzlz-u^4Q*I?$ZZA_Zi?)C!7ilrJ|ouzZOC^urz4 z`euec6;Us{p+A343kckTZ_rD77E7&72-f(;zI%6ylJUF-czpaA*h`Mb!LPHzCPHfI??GpyL=T1$)fU z>IIwAydmKGt&g&0kZ{)+Yy7IC08k+)&z>T-PD88EA!+a4y{vesd{VOgQlTVsT^&te z!z1OU#5JdCTHy943N%LWyri*NaGw)JRGBwz&d0onWT!VEugcA225u7)tS#!9xbwu7RK8eR@UJ?cS;}ztf22; z{f3pEj7KJ-?ny%c$TvPQeS3e^KY1|%@DgRg%&z-|v76gsLP7@J!Mr;!UNQtK=-kh} zmvFd?w1T1im_e~QQsH6z`)h&XVHIrb?5!@AD>2vCmZq0#&J2OzWG|J@$@(geO)fMM zMiObXckjkwOJpkl{RL;@s}ti)DQ+M`i<;hpymHYt6XoG!aB*I=`7~>TtXlW|yRDRU zU#W+GTWBmlAD`Oo+iyV<9C{HtW(0rgx2@5gN9T;B#Z|uf@OO zh}SBu0v?*FPD9*dHGBU4jT<-o+eFM7zpNBzWc;9=Y_0)r$PpG-3SgC&FJFT2b~~qS zalB2TL2@YyXm6cQXf0zGhA#V(nkq;h^2h#Uo_%{p~)8*Vor&!b2DSFXzL*r^d% zFpZ2F$$wta$J8@}N7!^0wegKv4N}^ZJO2=}?FOr5s|p=P-+|xV0^HGs zt79q9^2LsNe2`jJ8Ne`pOBxE~mY5naPCFKy1W5)q6@=!UK%$gg9R&PmMsSRnw9xaDFs_bs)+)%njaH z@<6DTKnoL&daU~q+oJlzJaYK_eid&s3;vK{n(1V<5X5NMb)T$fdKeE4WGY*0Wn0|% zh_gn|^*mPwcLv`7&K8yk{s_YQ(v&kSkTm<@6K*`JU;Nlyj-%az^!t@TlKpUfeb5Nt z3t_#r&s5Ua319&?a@XtzOMx(udU!D6cEe*Gy`PrgG}(ziR$%*#5yl3Tv?nUS}N}G!a4n6|SZ*l~73}c(; z7*uQrv$j_dtFB{eBsCywN>m6FQ2x_kIDmB%)5T zjO$qO@Gm83tsHc}b?YUT0>)a?A_)Y7dyB09=3-visPyK5G%Mb)((e}ZRY1ei*!n8V zwSZ=qO-QWJ57-n%(sk}pO_zdz)1;6y1;Qs;2h6RrlSV$8&Mm0x~0{eo$ z^oOdtZoDLnB0Xf_KvLBsbFmPs%_tBaUR)=U6*u@XJYiPViHX}%=Ef(vLoJXO3A#DytN4DwD zQzjljv2qIwx7gL`Z>_2i-$({E9)*{1X&>sK1FT#l0IfC9(q;~%ig4+oXxWOt`qUY) zGF=z5krDUkRLwJEaU2EzA4T4S9c+>EAG;Vxn;S|O9yr`SDg|m+Z2|z+_OjE^@RDA- znk-`7o7&y2lVj0#6E4`aFxn)1=gV&WynbcGckHBMOa)TeV{2mxHJiYea0I9>A0G;T z1_?FjZfGihutPp?FHWZ4w(tD?Z`4)#>)Z67zIf%j6bf$GW~ZWTLti1M)Q(a>poStv zCF`+wsh@(6pc%{;cqJ<)W`<8C()qkGaoXDp6qmVqUB~$$kTR02 zsJV7h<+k>DaL~|%qpB6~3ZS6%S8F$30*pOVT3BACm7Bfub$mQvUwR8*YrU%SpqHpW z77A-+%qJF&iZ9$&HdKA=8W#;wVgIHcl^)((nO*T|+G$n0Lw{(XKOhU${ayh~VIM#0 zI071)?uG5v)V8mDt;;%|a0mgjeoUV6-m;B7c^0tL!P_5bePWy@L7ve859PoVh_`PJ zq4K@ot3Cht2aJan$I!%P)dv6Ul-w(vKB^zz+$2B4uK=4fs7t{6?}ykpuB|SW={nwx zbNJ4N?rujF3RqTF&OaM)i8NMvZhrO1h2lraAv;`;x=`HF?%r=*V&e7AJWyjH(P1vz zeto$8W;wZnbtDfPRIuwxc$cFJQ0L?#~* zkkPtCl2U6C!Tk5S(oPc@tsbk_Gc%#KEp!gk%5`Xw-hh^^*JDt#mtlBzeb*XyMQjGD z)c@WJ)Xhyq9C*`{r=y~>XGRp;d!HhFz3dCTvZNbwlp1KMRuIS<=Q=gY(=$|nt)}x^ z-upJcdknfJeyl_J`3w7&gqwI@D$MRHjR|4vJK&~F(9!j1Cz=1pabR!7v^%sv9b+oY z$@lKx3?se0RJX7#ADaj*^cdyEe<36qH3TZX$se8vcX)lQb4yPl-m()Adt#!sJ|}yn zDwFh-3ot&|4R*Eb@7d%zb&>u|x$8YLeD62GX7|2!o|eT!wq;E6R0Mzq{(MHLI;OF3 z!_@0D(y22r@nc!&4f~Fr*KgC5N->>d-dK2r6y=#6*jPm+FRFj+0DiHVT|^E1 zE3UO3l?)&VV9e0#0Y)AWt3Ob^A!4`@3%E1B5}!`~z<5>+xz(QL229_N)lMl%YHw9G(OS9qpRIigU!F^bvL-Iq!(;by^D{y8wf z1MZ7CcD`L}8fZF63#6{^$JUvDgU6F945Z3YGyfilC+g~w3hW!FdJtYKXD+P(s=YGL zF$JszC$>|f+mn^<8wOr%6yoUim}HGRygQV71U(4(*YsVp1C7rP6UEuDj&-%c+j;;p zmvFj1+<#pc9F3rEwV_^Ia7?$|_k%4C(Y}Qv?_MC^_RVN< zXs}p*EVc6IFqJeN^t+yx))#mAf!rfIb{@0XHS;|AAzM)o%4f$6vbsFhIQn4YgbL~* zv=2gu`+s_{Y1DPzf(Kju{uBap_W9ZOI?f^*8B{gZm{=h*=yF=KymI-nibUl;{^B=S zUucBHgY$FWSX`kL7;g^bK-=Z&rw=cYOAY#i+xh@|rZ0m-zM5OtvCI>;EZ8z}` z3is}%A_p9F(Yvnyn@VzyVKLH_#q2+T_rM4XEZ23BNeml>oYt1wbdj zV{;>tNKgmk;fM*KpiiGahd_A+)d=1(HdDxT!4$O>BY_z-)MlctM9m69AES-&d#R{E z?=5Nu6kW3dVih7S0C1xY=wLV?0FI0}*8p}x=x$4I9gg)PLWRZ+buv%_vm^GcKEMrm zd)p32H-0oCt`3I9Ut?x69C0L+aCY z3Y6e!39Lxn4pqbxK7IOx7z=zOnAGDCU;&Rh0HyQBJSQ~}vBm7O!lMDs{g8fmLg{TGLYwb|A2X?ry9s(?;sHG0F0M4`_T(0cUpifF8t>c)0fem zn?^{MC7k$m3x+H*aLXylwg8 znB&W^F!f0mY3V+662O@|HAgMvAt!wX=GL2<2Gm=H|1_J^h!*kj@Tg>6jXJ8|n~)$` zSXO${u=&c06~qPw50pV8ih>?E3?b~kCDmn^1m-S_A1jsp{){_*f!=KJML}A%H{Wf> z00y}fm0R$!@XRB}kB__Ssi>$713(E5(qK5ETM_ASG3aFThiB-$4?LW{>@g4(@&TE^c!p z?ZQ~DCA4Y39*278YCnK$@Od~rxePXbXeR)R#05e#1n5cq;%=+~U3qBJcITD?SVVZ*}I7`aYKde*~vl z%@!v*>ffa50MLdrY}meMax{UlXmTDrV8Vi{KFYWPFoq#ER42UZ&L#Vb~j&Z|CV ziovEE2q7jLA@p*Ul*MS+3MIj}l|MwAK{)H?EjWC5b@COt)rrm3A>6#fpCKbcx`kAm zq&JYRl_Lvxw+)9G3c8<^h;ZnWh<4)j3;y` zvd1bf(rP;?EG%reSXtM~iii%R%4fmh_|7@XCg)R}KXnoEWR=}XW(~_8bILHj!s~z- zF)jMI_3&<~SadSa#o)Edo{iOmTql>I4O6vSVqxa?=pQ^%IQk8-B3=|w%iGi9owm;T z&yoF-8WUo@tux9FU8F&t?~A)J^aaiMKFPm6r{%0o{{w)B{D-9z_r{-mefd&pYZGc= z`d4mG3yofU*|3AT$JA+;*tM9m8*37aG21RyGMaPoJS4+E(7%1er}po{?LLTov8a3L)w6(5z5?)jdhbC} z)W3cqI)#Lt=VzPt8OToeD(OU})YpZa6+}X(cRE5Jxam7|Czt^vUh>t#v=wR}RL*)k z0}MKVU1}To9`L8W@X}B|$&CnVx)pUwbMepfF|7{J*&k zB7QR^S_R}FOe}l2-E7GUyx=8wap&@ViDX+Djvs@Yq_7yij!9ynvo#d*XhJs%Ku=O-GnulSd@Pb&{t{|LdUyp{`KcGerwYQ5rn6}{J4r<6ms4s$jyox zJpO*p^JYx&0S3F4moFR3AHc%fenC|*lxs?PCr-v2dl}L|sc3Ea1B@B+mLcydL~-sK z`X6A4GeEN_vjI4|zu@WaD&%-TF^9uqj`Vp`7JdgR4f9iMr8IO*Qpm}8*qXr7q{c2D zQ}Zpz&R*9s%NQfZwrzj5<_82?y!|j{HQIqiRzpEU2J~a^9kBREk%Ly3HOG27`Ni`% za{Hsqju}d7n3Vwkq6e#49f*{n7Q%vW7)HkQ7&3lP>_O1BKiqyeZoy$Z^VerkjVZW{ z(NtiJ$4u>1Pk`iY)H{vQ6wK5GzL|(2Jc8-kJ28hqOp-a-e$T9!V|o&Gp@XNO<|vv9 zMFnhy3!0g=Mr?$5uiEM#Kw7>x4&zti?)hUPK5 z#v3Q?+;dZV)rso-qT^xf$0BPZ*$^V67-EFO@qi`+Y#LsE3EjNVc z09C7kjxFRgp@DkVxYB+R>6Jg+cnJ-6^Y7t!8`S{iwze{;3-nfsApwcQVlHh;4R215 zg>xOIq25>zZg>^cBe(CdKBLEuVX=zl~t_MDrj2;MSvsT%KXJBrUj#zwtHGrXv#-5#v)D1K#r*aA#z z1n50vMeS#xyUW5cL*Ru|)zV6aJ>UH6a~cx8G$7Ej^+EoS*w}PvNHqtwT-87(d=)Cjy5B$A`EAQwu4fXS$8Xf zNNu(BwH%DTaO|ZDJZ)tl6XtfiP170xO{QjWs2DioW09&1oy446T-EQF^8c;#{}{aj zK(a@T+2%ckIWUNNMuA{(B*1APTe>hIv&)k7r~Vs-+M7BkoRf_;e~eu|4mP_}r~Gm# zD5Amh=N1<7;>9aiI5Reeys&;>{ij52zXy8L=Xu@|SfOS63*9OpOmm0@M*mnSDv``X z5ON%AmWAJ=M&f#=A4pUQl>Q8~LeBgr1{*6lr6ceWg#E*ZYxm-Recls-vmXC>>2Lo9 znW1|V@b_du0vv5AgcD0_5;*#LdCa%8^=iLX5?Qd+cG_8;jwxmV*q8iDyi7Yg8faE~{Ok$LD z9f5Ma35INZ9b}y45HQ$uiHv6+WPyB5A%Qkn+}wZP<{jAgo;Xmnq#7A77bc5X3kQG= zZKJ{Se%GuXS4Ve zboz%l{gPV%g<5G`si-i2vC{$_7xw%2oxo{N4tyHm1{*5aZ6`)>cW*1R{ez>aQUkZ`&I#Ai+b zKOPP-O>*qU7DpS&$|mR8)2E6s+-%S4a<}0g45Xx|l7dc>3lK%y*{@2Ez2a1FzXfY3 z!di)s5i=m}0Ox?3Y^lJhonOQrC9JO&(xWp5lc1U7?;(T#qq;W_$8z8MhEJMD&6BZ0 zrl^D@u~c%ANQTUnQihNrAzZZ@R)e9-RLM|LW|=Z%Xb?$JGH0lS5Him^pWkWS``P?pCeXO-M=XIUu`J29wtyrcF_Aepe6};#+wC7{Fzc??X)-$wYgT)2pBGwwErUn4yQ^nXVYFOfeYD@ z^yv}$f0w!FIotE^Tl--+9tx~_^7!#P^OPd<6xqVFLm+}hp|Tc%Pbu-5BWo>oopQ9* z69E{tX?TwM@fZGzhK=vz0uLZ$@he4jRaj(~0S;T)=5X--jzd*O4qn7E1m>us01%)W z!E6Z%^_+BBv~Ih~G~zk(!w*8OsLvVLz;tqt*=6#`M+|nN2D!{aVHNCzuF~He*mcAI z7C5j;P>^h|(3!BXsp>Xc6ZUsI@6_=Acrzl90u8|bN6q7UFan?~_aZE&PN}6!mlC1- zzz;u-N*5!{S=4_=4_e1H4qF#!WkM|Wv&l!H5`}ujgFSNq zW=F&BB8%*w1XM^W7Z0KTi`4Y>93x~7DZ1m(kvQuqB$W;5|HR-#b!nqk9B5vtY+Ljfn z=+&X!BxK(x=J{C=i!*6xYtm%Xqs_SsZTe3`6uwaLkt)>L=Nv0em1yT42JYa&w7rgk z{l-K9)n_ej@#{!O(jrd!$iIj_yQ9DK6-`zwgLL01gG)}35Fy{HSPa{t8e0EB{s{c~ zu8(zLBc+X*?9PV8Z$I%DgqwFwn3|Aq5}Px4q|BH@Zwo8wt1c-1N=+?Yx*n%-8XsUz z6OF}jNcAM#UuGCxw=9050g9(SdYNqIqyQPGg{5}Y+4>@zohnwFily0t^-h)jwG^&# z&5OBw4~ByBM^QHPhs+=!vYfM{dT-u_p~hGYRk{iw_3l(YFbF0u{UKTqFPwb@Zu{Ri z>Oq&nD$kwO6efSh7(VkK9h9nE%$#4hr=j1m(0mLNmyJ|0ngiQ1w&V&@9uJJ=h^2zD zfk4;O%ejH2haGpT*2d+VAb64B)LNVPTnUzF-W6(B7Oj(MD=^9ffOsmbB|ayHt2-y-rQMzjGX($Nm0Z{te}F7%^!16 z6)82O`kdBzU(S-qeOgIAmlU(Z>&X{a($@`4J>?U-c!8g?*S0DSX8S+btY6vbU${GV z>)OjdL2E~O7H-=iz}31A3VrG~8JsVCNcFqqhV&U0p!bUF*Re68($;i-v|nxM(uC0$ zY;D75Ngb)Qj=q(@PTDDcz2OybblK;iS1ELv?FJ8U@%t<|%Fglno&NT;A-oyL( z`&F+r_1sMBVRDaT{oH_uc^aCZh~IX4Ij4La$1~{HiNXu7^Cduu-xdu<>vq?<-qJ^v zu1w~qViX$ed^<8Ft{JA6V2m*7zPh52keL79fYl{Z48P!`ANfl?Q$}m)^LFTvN<#1y zU$`mz1U`IdG{B*-g9k5WdOTkoTR3}AkNwhqKS9E!AV|dDuk7WiF#V3$gl(VaP>n|+ z#h89sm+GSr<4{;>2BrKZwf~^3D5{XT%UA6_nK>YF2eabL7eGx+j)lD9La}QNPtRu!!pi^q`-nad0VJX+dF)b}NeaQE|Gwta+B7v{@bTfEtPNu^-+3$~ zoYE?%N(kbzgcjt?)$K|N5YMYia*<(vb;7X^t|H>Xw{yqKz|xq8ITfFxLB!WT?dY?e zW@lXb1Ukj&KqXj@GcV7^+fv*}54SaEYWY{L%4#3%j8qdx$Cg>(&>Y}>SFM@YEZir~ zntW08q`tL#B;UZ)J#9eZ9(75tqq6MjG0X-vGd4IKDbEWeGyv%MVnK7ias4`JXF9=M z$rAK8leJT*+DAc6hnUhe8chZKS1)i|W5KoD11X)wLSb|Q-}R9= z1$ZpMygfyv)VaIC7)Pj>0e2jzM%IlP0m6U}-D61JL`pRfi2!@xXB#$buymKu_|e=P z4P_=Pf)D{ME8fKdSY_8d=v|%=qTS;&ynGW^@i*%7)pBi%@$-81Nsk=+g(O$AQ6{DT zULeB0oPtuEpd~y<)SzIE#n&{*y^u-Z6`&|`d%_oSO8-oF-WB5%_s=AIlTNG8Wo6J7 z6P9W$j*vu~057ssFyGbT-_7a=L)i+b42^D_|B+G}_n<8NkISlxQSfT9tStw-N*uB- z`V>AP#~*o&_v}a5 z#cAjXvzh}9%W;$=>SLVlvuTbiTI`?h89bg+-nUN}j`FqpPn?*vko}kvV zgr0%4n984>F(hR9o2w-%<%jAvGF)M@oaWqZ;-diaC=Y5&=Fih`B%FqGf3tyEi}Rum za2bALMLmB(O0JHdpn5-ICDd5kBqd=nZRt}`3Q;K-tzaud`ANWlwtIMhb+VBiq*YlM z_COr&&S@w{8D(I35K@F{)h<-`pdILeb#CH0;S|=7gB^e2fk+L7Gy>5p`Hk&X>zcB~ zL2beR4(t&@Z1ZX-eAYc2cc?7i51Hk5o4Os0P|t&a4U^#j^6O5lw^x9&4{@S(fTCxh zLxA@J?`-VyxMwgSSP_RFDeJhY16~13;CN_1i28{~Pohm1ybw8q8bAh_=G zNjvHtOnIHE^nGBON31>mC`LU$ovvWerF7UM7e-?+yyGF|w{v%~G3fsXLw5-?2n`21 zX{hOKF$NMo!UQm;-l*=2yS4xVA8PkQ=}R=^m#XhdmaR4=0x`A+oueJ`1BJZ7(2y@l zMT)~u0GA=9R`=B5Z`UKPcjQPEs!2#oLcO~aO!GWkfj&6aoD7Oa_y%-6Rp|GpL7gn$ z_g-?R-B)IynEnQ^icyXa$NAh#wW+Ut)WJrrZ@(!4Q#WI$p)Re`P#C*@os*DjFrNb! zRXo;7q9aXJ&VzV`rLoV0wZKXJU{$-9OwCV`Yi*-ZoSlmsv-Sl4%7fFwkxDXn>I-M;<%-Bx7y|4;D4 zW!yf<$o@J^yw*pz%T-A!^8)OM8T^!dQjNY|^!o#a%Yy8`eM5;$_Fvw!9D$Vy0WmcS zD=10>2wQtyW{M>LP6VoWRZT*xNHrzW``#2Kf6lR)SYlM6*YTmc+{Xo3E;<0f;j=R z4Tn{lBLhxS*40~(ERjJZQxzrzZenc`;QzJyuDX_*DQfgiUsjGDAyQ`6?!yL9-O}IVCm9%Qqba zzzLlC$`#pKPwaXz*)0$?(A*;EkzU%LdX`n2WOmJg_YtfOwRf6M%38HI!7!h6_61xf zW!b2x3JlvUr%E%KI$~ird7X49c7IPfYJm}9Ss8bi-vUK87z8QzC4eU2>fmx@IUQzQ zn@X<5x>;{uyqQJ1_!c061ti>sU<~{`(4;V=Vfu*Z9k1>l6x&3>T{24c5yuZuMUhM% zMwvsY{FD3l?_=HT$zQ(Hb21y8u>pYemBXQcw8W%zVlu?Ct@O}IyOlQM1&6VF+6vuo zu~RTW+uV2s-+cjAB}hd82zv8dU>ktBYbA_UNxBX(I?*$B3K%r1K0!DXpy&8E5ByUC zLLHf1#3c^o5y$2Ly>?;(gNZi)LkB3n^hZC3P4X9Qjs1DgDj~Xml!#aW+*FdT0(u#3 zzzz^8Pz8K$0E#<{kKuom)ac>}QgLUiSaJM@2bB1TgrYNF@-z8T%f8qE#3qI(w=i}%|{^?r(*0U24E2O94D8^ zu`VKg;S>6Q7DNeszA5y)5~weq5T*14fOZsg7X&+jF@qE)uRP=)#Kn}@0fNj@SzXBO zT=xK8EqGz>P+dO<6kdUmXzV^v0m@uDN!JnH@al;y55>2lvt}dr&L1(49z}{K5=daG zIk&Xzo>W;)3K4D2T=XwQjAA1!SOLxnXj3P(h6PRbDHsnpRV4{aFk|4x4nKd$PQBg7 zldvGRz?*6N&VMj5E}R~)wCeo!VGDKH_vsese$siys`3bYGIt$a1jO)q`b%3s^!6tz4#8E z&0>Gf&hIS?@C#VB1HYiY?|!~@ zv--PtAW*;@lRjbpwR`-dL8INDE7lU<>5GV~u=ssc?@YR0?rStgoak~aJn4(*9JQh% zJhvrx>VjSqu~v8}U5#!>%i?e2^Q;b3K77B&$6G5$KWjv$oT3X4I>2G(J^vL}fUe53 zGqL^7eEeWf!LHNb(}k+}&vo*386U z+h>&>m1Iks)}oBx9jpIplYNLdH!fg)txQiW&&!Jy7meLzhM`U?M}}i#CbbIdzf!{x z=^e2m&&iThz|6ebY<;-F>ByWBF?Nf`>z%1EbW~WXB8v+o_rL!%z42KkLel02Q7`md z2UxISsUY*EoE9T^Y8!}bHnovI*AY*Kv;mEk(KBiC^n`0${yg%{{r$;9fAD&u%dTrm z0fHVHM;O07wk^YST*NLrbXkQSLAri|pfJ=NRQX(+owB1x$Ye`=dfY&whrm8%xNj?- zRz2WAG`I9CD#q4*jTaoJg^QWrV32SH=6w1pa~eG*VB$VdEk8s62NC-`xw_}w zs;5ec_xM-m>EBTcGUxz^l)o21p5ngcf+}aeWVOc({yBrXOwZs0qN0A2-BX}m#Ls+T zx>s2>z1|#H;_GL#~%=P?hFZK|G|4)rWq-YSx65N;P=xN0-&*Eva` zhU2rzQY|>q7p8UW0dbJb8nwhUQ*?rh+I+l37&JsaAv%k%tI2(BDRN(1hcvOJOED0c z_Z)u-(Mwa~BoS;d8wr~8!vFn&Hk8nX8Jt{{XG<=ZP0cneMT8PU+x;grrGauZs#3= zzXRp$_ZsBXl8IzS9?$6mh=h8$uhI;$Wi{63qioF4)1O`~71!ynwIUzChA4g%%|?Go z3QK<0Da==Ku0I*aO+}^8;Z3a!yRZSGHN4xSbW_5s&2zHQUg z8xg^lbPo1CG*DfjX=LQGwyxWw@NqrGZut3e*^eSPuY6xbt*1RE3VxT!d3zQ~R6V@n z*cyT>QMMxkiScllC8`m8>5sIa==8$G?BnrI4hF#81;ecYHkFQVRssT>D#b}9{{I95 zTRD^*^$JMHf8`tjr-|5so>vPb&Nuh5Q|#{_tJ6NB6NBmG4Vctz3?=Et$x8_Jk4h$3Z)WB7m0$ zn42?@1$kKXiYm)&_Ms7upTsmEvJZCjc4=S*K}2B*QVmU{AYS4;19KrX+qW-3=BfM7 z^-2QN%V-@@D72A~)w{YVT@JX|!oC`rFObeNh=KoA4qlUHDe!%eofgRNKK$((j~9VI zS_|r??I82>^9iw?WmcdCOVIt@>tzFr0_2d|S(rG7y8Ki?E#f|xUVV0ElZ_pO~oF7z~OYp zqPlFrV0^8m1)>~Dz4lRr>rm0IaOq{bycsQ!jj1n>?*_u3PWaWsSY=^Z`8+ zVdISF$^6lA2V5szuxC;i-T?{x7xb)^@l<<~Czopq#;&>mT~KDHAsNszvGd|E&2dc?JzvI|r>;xJks(#BN70<+zk7oq}#(lZHXA4!~(;(qrEKhCgF;pFomm~607N;3qm!2XN1w*AFL%j zK4`|mXId3WI}=rI)ZBCA#yi_%N<&X33Q%*kkc@HM%q*l7&V#U;{5}Hv9v{M!BDokO zpOKH@iXl7@HI|ogo=;r-Anm+Hj&@2_w!`l5Qm^7n@5y9CJLpc?|PyA}(;bY+Wb_c_xk~RitTvcbA7TV`ve&+W)7OMD8qWuU1=G%S#4MQ4^$qlOOAFaKnX zy)V~K;TrQoi_4-mwYPqYsVgJqT$n zhPZk6g-o3t5AmJNugI6G`KQ*t+jHlZE!`!hG`x1-%VjGDB1C-`1U~v1-M{Q$h8)LB z`@i^v{+gw+

    |2PQ;Bh5%VrDnRiDid2Gx~Ja}R7$xdQT`ixddduK?-rX}I25B@#ImEpwWAL0L0{HL+UzRW`3#UHzPCQhC(b+U zlg`c?V3P}LOvhbdSD^ty^E~$+J9g}fWgfs(l0w06(ewQcq&B{XL(qO}gVL21fs~?_ z+LB<~+~`xGF3PNO_}~)F69jUzyqkcljqt$FqLHAeg?)hCGG3gSLA~>B`y6@e)~{CV z@AAXpPCb;OMbEDkR-)}-pQ&eL)iTO|qm7yv44p^@C@TU@Dlr4}@F)^vkpFu?;F1XB3<6beo*Sk}p z+LU6=x5~Wph0p+lHMsf6Q$<|*Gg@N@3gzYHrC_EBopMIG2drLF(SO3f{KVGk&2vB& zy+d^ja8G;p31n(_{bURPkB#}`&)Flnrg)Ko;>MODDPKB?;LJ??N%lfmJ{{4$GlTM1 zk~CM*OE{sxG4D2y>)WjJRCuaOmn>+8B?qxku191itUl8a=W*lx8Tr6u?502aN)@Uw z8nqKmYyR<&^m&w~Dwl%I_>Omo z*5xl5p?o**sCG$+)H4m39DaQd+uNIh*EZ>2;uo_gJh%IH36Qoh1FY&36|$6&g~qO9 zJhQ8!ZaelEEd>!OLE8pJ`ZhLBhcZw%R z^;oKuZ*Z1VyFfkeSb1B`<1F49+ z4V6^LYhG3KM&}?~xYAmggE1!ZVz^_bu?fH3MB-Ra4CG79&Hz zRh*4_w~#!Q75TR}mSwxNBu5GLajmDAui9!3!*+vQ&T%AJs)wTHd(oe}_1Goo!zZ%; zn9<6B5$hEh_pBey0TbiHXIn>tC@ON*bpTljCtuID_^{5QroTO&oGgnc7i!a6-*<(v)hruj7JFKXW# z0eVVi+@3jzjG})NQL(~1c8s~0Ki_Vi6~ZyC;K2MpbR|HoLeP zu3ANDAE}5{Lo#}%bt#YT^%+d9tK@~VdYX`_=ul&o$cQ&2<4Tdl7C*T5{-oq7RZi(6 zWTed_cLn*B$*hD^8lW+fVS2*wsiI}|N29@?j{vfh*RX}mgQ#j8d@*XpO-sc4hJpgc zZtu!Gz|L%DpAqTYD3$o$rQN^(hhM=KbBY-`d~+?OnS??z)j2WKx?z{@#Tm@92z}0!kwAp@#nmb#|5{${``|drC zh3gRaZZY`*JSGn&mlt%a|2Q*9!<5tX@rN+mXk*vb4Fl zAX_y^oPJnf?6R>{zL`b6Z5*gln;O2B`76jY;u>$DwY1f7cIJFk5A3kRBL&X7SS%yT;2@F@wm*iz=ivdMSwG7C#{>X>%7>^mCc^=u~ z##wiYA0G^;j8DN>hMEzPNh3fLMO)G_*@&yu~fdS$dBC4%7u7^ ziX%fEiDmW9oPOs{_4IDLnlE+6QvV1RI!KA`$&?zM>x}?b>~axiIA6%z^|!r#y)49e zXJgLfSYsrQeB5gsI2qrSk*ioM+i!H2Qsk@RpB8JSzo0+&QLxfYS6P zuhySq?OHPTyK}9?ZR?JJXxSt#jp32eCfIZp^F4Fd&e}Dr3h%2?n%49a$}QK1$6#c7 zqjZpr?N`^%%tOedA>=TSGvlvAu39P7plP~~+$A#Pj! zQAI?`%AA20rWLLy(biWQ;wBDBJaSO`&&{G%O#g+`Xlhc~7p!N!%3cVyY0K&mo40_{ zywU$lcw#6|%WGXrujl09bvrb(9E)y5;rz=--bOGS3);)}!8*yP;jve$izEY|{tQdD z7iVNRpTo$eFcs7&PY&uYUrqVXAk*e#DJE!oy&$)oxp;TkKB(!;)^JgjEJ(xsc4x}p z8s%CAZRP!3AtQplOo>d)bJd+?FgF`&5H-%V-o0v-AU0O*l*dv@Y?NxA^qGi^9pt@x ze7}6w;d^_)J~pa~p3l-o8Atj31=a0$OCP`d>1MQQ0LuqA^lauFPWhm&%tE73)&}|B zzqZ>);4H0fO=-@iUyTQHon#t+W%mXL1>qFbKia`cPhWW(!*qkEXVblHuBm-VR~C59 z%WG;<+bKc``H>f-DiN%HZ?|!KgYoEqUSEcjbdW!8R=5K1oqGj{np&lltVl#9`#k zO|Y$00l8uUTDFezpGBTzq?-BT?Y5!NtQE|+)q^X^XqQ|o=(|)#jJq2o3g_E0^Lk!$z|jfzlk5DVTJRt-F~B5X`S?inkjZ#YDiTevSqtu8D+t-W zdEZ`@Z{JGxq_BlwBAesWhARuo?rbgKZu$@$;?w991j=&X{M|SvY~tXsC>MgSR?|Jl zG#`b)+SJ?TAC5QgpoV$LF{0zd2^FY|;3szWTD7?(Z=y;49qj=>jfks@;;%2IG<#BQ z&K&qU@oGWA{0Ld&T(N!o*3NsZ6T60IPWUVG!9p(5!COzgStO(4Iho?``_<@)r>8~Z zZZj<%4xeQlxWLPiVHL7qf;aW$Oi7{Vq<&WSZnL>Vftv+*c`5&8ElMQ&d&x%MBO*f2(kppRtH@-SW`gBN5u^Hbwb!DQ18-Pr&ix5i*V0=ei?AbZ*Js#XP^0F1#b- z#POM$$5uM?JlK2nRlI4Q37mN6FJ2rN78Zs?-neT#t}5{P+#EQlaev1H65R>~nPz~9 zj&`i>X1ZV-Z&iSOl76`KVy+$GB$asm`t@*rISlfR6BrObQ6fv&aUp4x=-AdtS@M%w zYR(+1uP-iw`<4^SyNHT&Zewlr$&WguEHl}W7^LjIou%d?5U@+$OXsX^Jj-L`%^m;X z2%Higp00eqhR0(x^|n!anLu}z=lHR@xT1T(PjPmY&iuZW8#Mbm)!_Bj&|V5RsnG& z89Muu+mQ=Z0U_!AQ=H^kL)E5r_;5vxjwlI}-sv_N=Yg~q&{9-cB+m)aPt7$2aCHVg zkMIZD6$B^)WOtu|6s#D`JE>xJ{5T?|xq^0YqB7K#E+Ksr^iSn&KeIaU;a(NBEhPcZ zY;w+N!OFfZ(K7&PBp&0R?(Dga_e7b?)bXhYoA>{KF6q&b?dz)}d4lrB*wET+JtbY) z^ykSZ?h49HuyD(xuGBRTEw@SEe80Mw}Woi-(R_^fk1wfEXqrJY^JXbe-W_<`S z6OAW;_4T+3IH)V6mO9Z|0uxAVv2?0v-v`<#p;@7+@EDJXTr=jrS+6{v4pN7Se~K1J z&5r#)5827&?kr=#$)PGI6B4v zA)7D%`^5}a1o{k`P>74!jUo3rMlUfG++Bj`5?`-_PI%8NxwzucDIrJ_VQ{q#V+2hL z{fNsAgriTSaodqFI1)u16d`y+?|h(8FVQ3(L%pyy6N2O!N` zG3;Qn02?DKqR~?(tAba~+*)>sgI8MDR`foY>>K>{@R1kF=5{HCP%R z_WP_7ZH$Ha`Q5B)x4Y#X+f!7PzT@F+%>w_s`6Mt1(^2rs<;y=Ypff8OYHEie?Xk0dL(Q4O+K)$W9#=F`t$K zMYu}Zb*L*Ib4Th-t#;mc@6EPqj2l9UEh;V5fSptCho&D~%a%O^G=45{^+bu+QZt)b{-_>-nc4InuxbGXp@9c3+;S&xw4&|T___mP8zV& zN?zVXyy!cVpHgb)E?V?KGTOgF`ND+@4-_^rwcgptuoT+bN(@zR0Dsup`ZA5j&(ACW zknS>J(c9WueFDS7YaFENE;tNUKA2(L%0>w-S|<~TZc#OVlQIgvGH>p(!Onsv4Ta2x z$tw#A&V5yU**<6H9Y6Jo7=}*ly5PLLk)HMm>>fN?`oTUvE{(-%y}#`yQmCi5440`v zxT%dqGyZ5y;*rWl^X7d5#nBOqQ%&bNmleNH*#G|e2SW=~cJ&-zdn<)jD|^Af zTe7Bp0b&rIj<$Jj>b>;rY|r<7AxIJ)$Q-kE?5WSH$lR5F(9y*yPL#t*&A~cy!lBx_ zAn@+pAv2G{-dI1qG9mf;9l9TN%2XF9C`2Pq^kng`&d0&GMpn<4&Eux1rz!*O1-|_z zIWS=|-qv!cF0V2BO(Cb}=M_(WoG=5xcm7Mjt%$OUB0*DAtOpz0w4=2K1N&S&3KKlK zz8xA5esbz%`^uKa2T!ML%AMjp&O+MQR=^qW=6N$yAPK=gU#nr|V3X^V;tg#p+AC`F z=gt)>cUzG<5!)o*;TFq;_%lr(mZ`-`JGUciZo*S#G zNlJ&uMeF(GYn^?5VIGVaY;Uu$Px{WXl1Wo z@#oH%v6t+0x>Xn#e~`OLN%zU(>p0^1e)uBi_OPq&g!#JIg2};P#B7fAykBefm(lU# zgJxP<-}K^UXs*w2A561abVl^&M;Yg5rUtc?X2E$kPWdbLHVq90T!)(@VnO}>5>5yKj74oWCk+C(+@2R zJG{-@qEt;wt4ylZSpzzR%4#X?}0{L4C%P_Xl8Y?q>4-)$Y*-l63dzuA?HSNulF4UfV*)wDnY zzhA4Os%oF<#bigA1ju~Q(*ybJ{0xs_-61TVYcgp)bQvkYf~0cu~>1=^6F`q-X$+jmUE@F zL-7VuI9atCf?0;2a51|t2NFq_iXXBP@zR~dAu`k9NwmiwPQ#5cb8xg6h4!T{E*)Oz zjDjCE=m(did4U_;hW>q(^&>Pw4lcJim6n9GZiuT*Q@lQY{J5)wzBuJCfHnr5Zb7z0 zEMgn0b^;!E>X%-(<*4F=T8;$^{9314TJ@8T?@Mq(w~NG>F-S_r0nwD^TU+y_k=7TF zuApG)nv_}df=&x=)^>T8d2MJ9wZ17{>VVifZzSA%?LZkxle6d%L&&XxA)KQ z1DHa7R5zy!1YWvyiAahV2d5*+@GBMvw?|EMj%Hr(9V z84p{481&Ugf2EWpjFlz(y)ks&FjPmjIsy$>U}4NAp95-_=JxcQTC zQ_#k9Y`+_D5*`V}yEQZsVYCZYbM@_p>O8P<DBecp@$$cH%G|foirzxHUGRUf z{8gP~*^r$%K0dx;&6+64k%;rh4KJ?`GSU1DgkgTdMmvzdTq6qOw|8Jb2M0frP={m= zw^4BRd(}l4S|HgI^FR{7XNjCf?4YC*v}ny1#W2swOhYtH=pS8sHy?qF)pVX3+^YTv z$RzC*@*@;Rzzy;<-7_Hn^mQ32=gE&9jqZ|v%D9Z$mi{p!hzTlr7U=Uo+4s z`}`psfJL-87hahjLQJ(?$UdlV=lhxk?F^w3v9z%SxwzhQxPsN$JM;iXt&Z0^Db<~O z!?nN3vF&JbW4qH6LcJe8NSU9UkUN%A!}TbP)Pxd=4;Pu62^p=0*GiQskW1*ZHV96X!9eOr$u0Y|-5%`@;av3Tpd-m*OEHW}17%M<4#9F)4| z@jO+8K9sxh_V_cLs`R-;}%n0pV0|Ni4ym=^F90`uxz2N?468U zCM%2>Vs}AIu3%5KdITh20V_;c2wt}akP$)_jIr*#M9fW#SC{9l+Bb)?3nCIHXjS%E zZiH7A$FAQ@-9(c!BKU$;oVM8yNU#QBk03~W#4d1AH7SQIYG8^vBBr2VQ9XE zp0i0s1e!YX>m+mt_gsO^;-tAboJrob&6%MY>WmN4VRaL5=T6kr8 zbk!RYS1Rog1<%}Sg&9X@@$&MHjE%Ksy12O+a&OS&$Kp@oXZWL`A|s(EM2i?6&PSA| zoH91rco6~&6r6gXhF$r@F7O0VJGei2`H|0SoA==G(vM)~HrSC9voO4mcyz>93=fc@ zgyy_>k%|bZQ&6mu_0;CY0O4$Yf8SM&V&4D6|`WgV+G8}NfBB_Sb^0|%mmg&pP5k5K z5T3b1{Bj;1aZ^)M#{EV%%3QzdHd_0!V69|Ux_rGjhilAeKeHFz-riKR!o>`&)2E}F z3isK7Yq5cWGuNr>`Lq1}LC1J&lWxd8Tk}_PNtJ$Ucir&l=*||uZ{yxKu6_$sY(Ok* z_nHddMkgFV1id4cS1r}vyRyvy8%HK)7zSV%KLazYINe4?HwIs|5i--&%!w!mV2*36l2QHSQ{<`QKw zvAe?&B)|P5Q>zKUiuc4Nll}I&vxT~6FXoEE8!E={;_2(+#)tyle!}o>{xbUj*nz|J zo}mS>uP;8h?>smxhE43MN=VzmY}-hCl@kYKko}^8HUO47eI;v**}JLLB@5rDyj_VkvT#jReTLK+@>xvRpI13;J~mEGI^TRWLv@Z`!p3oB#eK<0U57cm>bA+N z#N>xattF5Ab@uySa{k9ahEG`~ z=)x9G8E;C8+o_{0>?D#jO90x|(y*$_ z^Omnzy7U3Qz5Wtm%~3mUwuPWs>cD~^SMJcRafn8 z=iv`jy@-L+QNU>{rp1Yq$h!4?~&Ov!0$)$8WN|y}7b+t*58w zW|QnASQ`TPbH=)!^9O1Qp7oeB{|Wwp9B`Gr)}fKVm#nC+2;Pccyx{3A`YA^J1Wo8M zl-oqgx%0yC)7+^^HPs|rwb_+R!OLQux))@=4t+DEV4FU3!auC^EVs| zlgYB!;P7AXY7Qrcw>o3GdaMXn;@n{uZWh+3AhMGlMbx{Yw97ndk&0OC)#@$fLPJBz zc@q2O6CD0z8?y**#2<}y7dW{1_1~H=^+!VBEA9A5`Yb=Q!zQzN6@#SShdM!f&+Yso@(0)ls#eblv!DW(|^;!d=Q;f#iU=% zM>g`=1M3cMSb0*va%2MF8#K536Pzj&j605q1og>@WPw;FHz+$bqo(RMd>?E3&19dz zacjq5rZ?3*MiwHM_Qt%tCYyY$P+SUIlB@rvMpE6S9G-E1$Jq^yO?gw3&rut-oF{_j z=W_fn&Y;J!a>)`t2H`k=Fqh;88utlTp@R($9XWF3df{Auf2)uwn0|L0`Sk$0a~Nno zSLG84cjVlCAp=!z!0p=)5UbG8HVn!Bc88V&3@tqWax5GyY{^^o5{$Nfkh>p@Ba!8| zS65iKglA*VJF@ISz?zmLB89LDJ2q-&fg;a)0`Iw|+zI<=ZB|!S$AQG5>FUX;(S3;g z0&&;^fVe#k5@sUX#h8`0sS~2(+&-6eD(Y{;qz#dEP)1@l{S{C(;`9W>Fs1hCu|Ems z3Ve})KDI(=hy6oE{iQ2bL#e0qGihx`HxGAWnd69l6q{x6=e-6*N( z&d2pDQY{V>&+yH_Qma*7mrt<2xgzsJ(7Il`sWTLSsW)8tbG@}(57<7 zk}ELvl3JZP8j@l6P3fY^Vf3cP5SJJ?#N36st* j`T74%<@(>Rt0#HwyyQ2Iy%9?%H_F&|aBqUr(M$gWSCj_8 literal 0 HcmV?d00001 diff --git a/docs/posts/hw3/index_files/figure-html/cell-7-output-1.png b/docs/posts/hw3/index_files/figure-html/cell-7-output-1.png index 9ecc0801b81fd1af198b49ae2ca98355f28028db..ecc39e4b60f0e13df439928728d4247d6e725bca 100644 GIT binary patch literal 53689 zcmc$`1yohvw>FF|DxzZ11{kDBN{b2}Qo2F9yYrx^s0b(uD6Mo$cS#(j`_LiMEpcex zxi`Q6`@i=a_kQnv$N0wh7&<&d_St*wwdR~_KF@sSdhQF6;*oGosqKqAg_*ABY66jY!Nm;uVq5Y_PHv2O zay4D1%_C(&eGfG6aUNtjE~;@{UHGA+$d%Mz`d3e?8jTZ<8T`=b3HilYKeOTdXXz)Q zD7|o;{mhR)5etOn+yV`j5EvBvcuAjNE8hP|w0`qB{r*RL;>vUTpNd{QCEov}Df0a= z`pJvss>(t1lW@oxrUU4wXo=%6Z^%yz{b7myPm|~VKe^pk!%JTCCg$b}IyztJl4PO; zPY_>a+#dg`972b&{$+dH-9TU8euhTU zYJaf8A$RnCHLp&!<91v;JT!EsBRF zJm-HzihFFWDZ0Ctyy--4Eahx=f~YL*<|aq>`P1l=i2nbYq5opSF^N4#kU=fVsON`j z9w4eP-@m9x|Ht8MMk1omesR|OgZ>YzgvmH8L5tna9B=p%)6t>u=;6a#%*;|wgDweN z7QG#5Tk}KZ+RZ|HC5FwBY46^hLVkbut{gczdC|^V-|DZMQTFRvIDhK)4D61X-(@xt zSy@?eNy(0tsrJ?Bl#IF&Yx_wWx3$^U9m3E;dYpE-XVLEF%xagqmBT9izCo=s`PPrw zx-1i4WKxNalL*OkZZgfC?lFq$ydJ>cHnqi~n)Q%WXxq9N-x$HCY*n)K>e{tyYNdud zo2#LGPU&^^_3HdW9-H=Qs@bBMnVD&WdNpq^6cGm96xG%HOsTEPHsVDdxaFlOs;YiD zckUb=CN3`SZ9u?6>lSJ(UKOqF_ns>oF)^!VRZ}xGhH^@Taa$?b*ksz;+Hx4woxewQ znpvaZ38QlQ>`Eyk0|Olf-rjXODIrIv>SzRyjYv&R&F1=O0Hwjca0i1`?8ph$@s_ENTM>ER_un;~5wkIqk+JJvOHj zP7s^aWty6r+V>cQm<*M9h|9>}%RIKu)6fi#Z0+H(J0U-+s#arYcOGB#jq7posrnjb zS@f%v%CbI~Ih4mnH+#mie8;hLV?6Bb>(@`Tv?4_VXy$BolM*7^+GT{8F`Iur%GeJ$ z;5mzNV-d z-cI?zXz;vMe&1>n-@@a-`ND}vL-?M+TDRW3(4X?{G1kVWiLo)0(OSR2*q0|Sah(jJ zoBCoD`JvM^sA{BzF{7mInes7o(uTK6E;1Py8A zyvo$W6$uG>ZaZf$rzoY_a*yvW1z`Js3xJhz7&TF0CJdR#-EKu-BP<54b8>c;ax_!^ zYdubBoeci__b(krK0(@Il_IP$erXivrZM#K?c2BgQG}`Xgq{tHzB~*scdB zqOa&o_I7usryOM#%C^$CmV*zbm%0(e1HrIb#?x&k%t{v7YHh@{jU)*B_gEDBI#`f2 zVCjS%%+N09$`HVo<>e_UDk{G9^P9`0@Z8%Pk_d#SbC`9dD$UFq`&|-@zq!yFnPrw!gP4g>=P0~emcVBk4S+ey}v;rX!+xrm6g z%mlc>@<1;H+}_`|g`b>qH2MO9lPX8D|SO-XZV=Vq!I~rQtLZBY)Dry$9$7lcKt_P zu{dICW`Vx(+)E^rF$>zk$vq*b6!r@8uxzk}x6nXHYi(_vZ#FYE?JZgRvCPKCHsCow zv@`GIIu#c}hY?z@BwhJ&k~PP5ZiBa2UeDe>2ck&nCa;8qgt`Fi0fUy|nHZmFhs~9x!jfYv)ndauH8;O~Himk4$HYD6)WnJhJ=q012 z9ZH%xKqUM$CEcvUN@!i$%1WSX%&kD9P5GF_r?9b>#Lu5E!@^Fre0^Y{<+i@4gK2wx_IgpShIvnxf!g<{&*)5Q-;r-F?Cn~;^zq5x z`269z*fcnH=Nqz{3P^~Iie2UuZ-d|yIxsq1=}qk!!8`z=F*?TaeDDmmq)_t+Ju|Dz zNm7#5&g=3VbhneIq9r!xAHFOT)DLNIS*{(ipOT51$GCTi37dm&tzQKURdGWJu zNL*sm6ZOSg^cTps6&~%65eu+%4CqWzo~eFA#=ykX0mJMo5p#9rZ7hH(OSl)#vcowM zy}L4X;NGdJ_chm~8YMdjtkj8=xK-t-*WWKL*c5$JqII_u+3U8^DE3!&4)1e}l^k+g zIw>Gv^v;vV^F3Y*!o_hWt*{06FG}q5zLsP`Jx$qN2iaW zT1M&w9+$tdW$V9BVl=T4V9m~)yy2T;Z~1qYKJGM%#5Mde_E@Z+QnML4KM=}U(D?)t zxVieKrP)y5w9}h?1v@UIAop%!c0RdCRA6O|dvg@GRq_{d7UAI~weK8OgZxev%abty zbyN1P;TaHPKFSE*#!%eVe{I+p+Br3`4!^VSv&c`%%#^(@=HCIanvaw676fwGm{MZx zB&HxE+P#77yNVdh8@j1W9H{uvN=MEP2AjcC86SZvbT;CI)C9pTyk>qMIi_#bA5>k-?NZIpuD+dV-_ijThUZND{_ zKQoh2Zpo%FZK15~kz2O2rp~PLUAW4JRQch<7r#eGIW2lQc2+a6iqg{3#U5ev1*50O z#>S?Mgtor4wYM8&_k0QuPlf4L!omi%3Uj~aoCs@mWU4IwoOu}h!o{hNP2g`6Hw|u6^ySnXHX`}# z4sRX?qdYdt*yd56pIq6xa*?f{;@bs+R9CgVW8TY~khOU2Eftd^XlAlt`!|EYQh+86 zPS^aanrAazhL3oledo{frOtf@Ckn6JNp#}L9d4xNm2V$joq+JM`x3!T6=EISkteN9 zDX8Z4@>x-z#j*G!p>BzA|# z>^tTHCSZ_9JZ964rQGfB&Vqf;pH$2R*o?IwARz8(R@Stuz)BZ4ji3J(;Y~}n9qw0~ zmXki~+vC}$Q*$9Mv*(o+@rl}{g_5mKf9y5y4OfCXJam=Qy84i_f+l?Ou#-u{CsOGjBIngxSa+^Q(&7Ie|m1G zOgyd7tnQ2^A8*ZQH!NwQ<}1%95DM2(Ncs7XxkpT-YBqkfyT<$X%8Z%VX9d}Mri;EX zX)3=mxd?0t60V!x1GDFj5edJ)j^NQdzZmcN@CR4CRAt_54`5YvPFyH`B=IhDs)yEp znJ2F>S|O!ezyuxCrS-w$i!jkwo~XDgWmx_s@HjTFoFb9(XG{9FrpaCuW#})t#wsyBFh?bcx0zER>^@&qWO3WrJ=+f=4?-Q2`LwiRl)0(y zW?q9izJZ`$FRi?#CvUpk-RefW_eyMHb+7-BOimnqbpvO-J2pjw)7sd6?;nEyEPn=` zaRGUTFsm((=H}e7As4D*=O^Kw9G>qn7aRsN(y7y{C#?wud6h{MZm7F+Z`GrSCPj1VZ%FVUY3AW=KieM=X!pO3>NCaE)e`}j|CGgyB zNER#SuB(1q)I_1%D$gCT#FIDU{8Dg0ULT#>Qz*_XjV?-;-P?FnhRfW__}SrA@c1Lc zbQy-6xX45U8=xnFr+(T6?|PrEV-^8^&nqbl#S|R#Dh2#=Urt9(k>612VE1%rv<{%2 z2R{(Kx8=)er~mei;@A9sr>LF_FfLJKT*C&OtEYE-bn@D^O{U)Zo?=h>7RjEBrPajB z3VCF0Oy`pg|EPF9*H$5sRz(t1*utV+&YsvA0;;kb}1MH1^ zMvM`J6th=u@0R_8XJ#JI-%tc6b0tHU{!%9w&&u?x2Q)a(yPTR!ts^%SJCh1vCtxYQDz5iab1K-z zL2C5IAsyVjt9YvB9&smWns2d}!!Q?Inhi{rLfQC#jlv6%hAO~LG0BWhtX9_Dh0oIA zNe%&34<4*!DC>u+d~hOnWA<=qNiT^p*dOqr{Q>hpCbVh?_susTQ4)_j{*mEtS?bDR zsb7+dJZqN>nGX=1X+iCwWH`I@5wDzWm%!<4wUvsX2U4ktPTSL_&8iYJgbP!TF}WCo z@~}ePZ1Fjs`=awZt1>#pB#-Njx8pBKQHLh_9;+$Dv4rHfkDeuCge4t(h}uon>5Ga} zzK0wG^qjP5ocStqt93Jt2Rk5&Sy?eFIB3S)I|8vKW8aK*>PfPLY7U*7wsTvrq>lNK0tc~7Kf)y`8!)o*~#V)SNQVSfve`7KKK)9}??#bNgHH-;3)LxM= zOGrIx?fEZ4HDTPsSCHthi0A7c{i70A#_j0!=E9fJrrRc)GZQ|4tRqi;Jbhkq3YI&R zi|N;&x|Wag<>hnBkQFR+93Z+wiaI5!4XW}Tc&JUlmvmDUKpU62O z(Hts&3J97LXqce+yNN$SGa6P)@d2?*H*aGxwcSR~0t~Dgn8o8`}akZ29imbm^ zZ^wa{Ey})qPYpCjH>hGWE+bUKIrsIZnU}H_sxN-@ctsUBGC# zp^#4Ttd7#hv>Ao5y}LgyFM2Z_H<-8Mg}A7R;GH)sLBu!M0L?|L3|; zE19IC!4aB->R$VrMSXZYsU42=6KC~rngs#HBuyNnWGYyI{V{Z?lx|1RNC%93>ux;VWv#%zEfKwz% zt$B+rXBrFbqj8y}WjangL`2(X(V^XRclsu>QPVkZ^SSd|SnVoz=CwVJi8h6RrJ~YD z$*C51k|*b!<1YFIs6$mq#6g z*B8mJq7P9}OCzhuL~hg{Z3jt+p|-BZX{UZP;47o~ihTvd^(^JiLR@Cv6HU&$J=Jdy zdb5T1*%v4zFq-Z^_~QP9-JcpWdF*`Ng*>?D8cxC5l^c)DTtn_GiSO_4N4}SS2?q+6(a}Re_SJx4t(Nb=%$R z_y1vgAvlr~ooI4&>E`Y|TpVb1J~?Y<7PNiUhxZHsz*w>{fLf z$DmuXoX^{o21dk2AO9a{4Jw027}2`VS+zuImWWZ0Z~HOvaL;j z_t=DleCH^C!Cin}b6qn)XO}Kqf6zV;G4lQDkHd!ruHEa3PkKNm;P0_Lkff9jYg=}$ zqfh4h)5?R)nnfL>Do_YOKoG*VHVba0(zyKjz%sBEtZvyl5rrKjGjRM_b4k13tQl_I zpgc6$0TxPwgQz|fYkF|VPj7Q3#hZS92{#nc)to_LsQU;^K|m`aGe`f|Ij2Nm%a|+% zOH_gJ1sK)}!1#|fPmcA7NSa1rmU=T8HFX*}yWwP{+x%3=sFug7qN0*g-o{e#&`y)b z4v+@DB|```IbQ0y=uK-swF)85&b)zD*1#ghEgW#<8z%4N&>51i1Kbc+UE*s|V-s^` zR>|s{n;$b~H)>LFbj-`j%KG%_Q!Ly`ZU&!$|M}rMJq8H!@6$6gd^=R-8;w>ub`#PO z_v}O|xy)ODdumO>^_g?kR9EM0EUoofNdy87ZV%AVX~t72CAU2T%-}Pw;QUOH?`Gzy zCSQbhFfj3eIsQ8^70e2AELdq)+4gs=9w_wN7_}1TOc4?OCWf zwPL5?G~htNZ5fU~7)H(KXbdEFU~HddvDC=Oh?WZtSd|-7(WAkYE)h0KUo&wR zU^id}7Bwq7n;zlS0jHWSh2FCp|7nl$=_$%-#o-(88kH_fH`qH!-2S4yGyiZgVa_TA{&F zSMApB?!*g>N{<79LgmJ=ZT0`IADVcI91t3qPO`)L29v3Cv_r~UhgMFaCaZ& z=k&z`^SdS5<#|IdB80Tn)l-s_8LU3F(*uhhLih5;i^-cp8yFv&Z0w$AP*4z%%cBVQ zr2o5)l~>M1BlnV6y1-W8&v{sO%@nmicX1_tX*> z)%TR5^vs}?14Le5L`rSir>9K`6KBt!wa}s@C!g9aNlq4rl8S}K03R&OO64)y$GrF} z{G6P*jWY?7U%o*FLjtJpP5}QM`BvK0LY^962(1g)J+}yc7dgZMkrgU|=SyerlB*k=v$cX<|OTiY*)OXZId zRq$(Jee^SPO6jfKCK?xkLQPJe*T`=2XY%eVu+hubgSFVKVfFkk%4HFHnwmG( zDAGlAdA!lg$>j>5Ed0${18cn=l5}oWri%mCve=!85T5~@;O_kS%0SXkp3J#r!H%he zM8ou2swXZ{Q_t;|#K*_`F$y%}s;ix2!ln7jPqDDDNF&T~kwb>(&gK+^kxz7-92}EC zh0m`D0JWmN^Ru~mK?w-43VF!Z++-Asa91x*^|r1kPg`(P{3vN&yO@;Ts)Hs=oLXNp z!HfUwZo40v?Ftw4unZv$YaA!5Y=Z((P*@lvrU%i6)wH+_M?}BE5BT&tNu1a zB30riaUM)$qvRYDrtJmRahgwPD}jD>b#Jkrxn&VuW9Pey)vtWB`j2JyeXlF{sZMF<-%!d0At&pdCz`!MNr_|;( z7nTuP?mN6q1W9tY-F4)8X9VHZ=+ zw+tGv#J?h;v~T3Z8#hM^1jfRiq%|@UDaB@IYpb8B0)P4mYz!^cZ9#P*YR$(VCd;$#&RT#m{sqYb!$K4(d({N=osX#g0>? z*mZA~(iJ)Cd$tb)SE|WmZe70~^MHVCsVV8LUm=rlqbfE$UtIZRZdx{SWN@=IK`I&0 zR!%iz@s9{X%L7s*uCtb|1S+Me#VMvJxrCDv6Sw}Z@de_spJf0G+j-H}e6c!zzIo4G zX7#)VfwI4Kj6okiwojK1x8mmY&P1gJIZ|h|B(djC)8cm`+#s$KTsTz% zW1&iH+Lfy63M_E0%d%lma4-Ws{Udh6h89>T4wt|BRv|4{CqgP=%d=;gblu&U$c051 z8y}yB%@X!fUbnSWV23%(yYFZ^bSf4>QH=w9!zu_;E!PU(s=Ea#VsW?Vs<)}lyft;- zNrjNi&$KG+WP3a+@{q$BhJgDmWPzR{uWM1yz`#KK@#FV&Fo>)fDk36HNSWdEm z=aJ%^B&RJJSlJLR%9;jAJ&(KAGS6m^N3_)i-SGx2()p_V50%~Fubo*7znCThK$sT2hiTLTYj9Q1`6usYFQrrx%fi@$C4m5V z{XITE{bo~#=|Yk?nz*Bw^0;m7u6QlI@*)Y~KPhew1?}>XF>6GAfIcuy)JOi_)~TH! z(X&h&$tmh8kjxV`JVL00=Usrvk`pcL1Ga#$&B}2mV-!(O=X&AUcd}klPSFSnoWdw? zaKEA8lj-=+^QsS+ZYX-MtpxbCeC`lL@@d#YxRBRJIjrYhMz0L4YsuLb1#08o&JbFS z;FZ}C_~jLC|E)xHOGdd6*LB7>{c@za?xV@qDX=Gp9Gj&n-h?X#_s7)sY9~@6k%h8f z*+y0e9_C-9|3tgy5!a4DM3PAhH?FP`5@4?@V(1IBO}u(KRd=>Q>F+VPt>Gz|zdURA zJU}ILhXkETUcb``W&Fm#JsznH9J;fsX~BaGbf2RWZt0O#NeAYGz;l&XWAte47nQTT zRXoMBVLxnx6!BpQ9NlMs4^xlcEg-M@c>bI&TM~u6Qn}z+icTTOSBg5!j{?@3q~14@ z7VTeqn)lk47aG=`pt$UcBFW z+8%OjuILW-^2c5=U|*L{h=fQ!4p3GoP&AsM4vhU)$2$iowe`^EXAM2QAeEKLdy>LJ8=5FXIA0jxQC9x>X;R1lwjAa1YUKbwp5X|Gd@yZ_ICwi`X`$&d z1$e*$$~fKEBm6qilMeEhxwl zev+7K@nrDB-2gr1Q#V!qI@OL@Bh$CSg0M7a&X)-)d=pKm7ig07?;3uQ$VGDidxxG~ zcH|P15x<(N(vdY&#P+WgAehiA`g>);DgS}tgCaT13aaFhB;8+fp%$@#g4O#YDc+6& zZ1uwjai^+=;+7U*shm-+>A3UDI3vX;`)nM??dz4*Z(BablS=%(Y{d^x_i0Cvz;PCI zRfoxqzH0*$q|4I*&^`gt_5K^7G5df)jE5?TvKmk zDb8FPp}}+V=I$65x&SGBCfYd!9QC01@~$|O_es%+A4N% z?Qh;ps5zfeo6a~df{lv~IY;?b=Qi7XW;?ybJ;^8tH?Aj88$8~)$w*>APSsQxj%=O# zE5C?9B#Ya3R+O)){1759zxeJdWTKP2$UTP%Al699tDK@C%;?FB%H_Zugh)0${xtSn z@k6nUQetY+V99eZ)+->b1Y)m6vzGi;2&q(HjR=-LoQ#$_y>(~H7-B9Vvw!=XhgClj zS;~o1qqwmDts|^hAg6R{*CrN)Z><~;<~ql;`r4weAswn-T){tp$tYLq8*W*P8Kc3) z8=hmT{K#e=`-~en+!# zm9CirS?zR$(_m|uRasKY6D8V%L@gg}N!{j;;>_uD=(w&)!WKRirf1ZTDUFAj-8ga$o5Jpk|Jl}TaK?YdDUG>SRaIReBWs@)Q&CY#3GkTw>eJEE68-0oz6T`SMN{!% zNHO1Lw00^Nuhk9`3s7~{vzDiVaLut$6ihZLuktI@4`^^VjOaegpK>4kB-xzdC*?zo zI6X_ok^dwcJVCtVp8WIYV}YHO_Q2SGq=W6vHlRy1=`XMW_2B?(fiH;ha%@ILF>Nr7 zL4kp7v!MtNpp>F`+UG$Ayqi_XaU$W0Ue6qjRX?enprdPX<>%D6*#@$k+jiR(8Iry= zLsS_U0bvRspL*b@45L%3Ve(9pn@(fIS{d%C%y@^blS(lTy<2RqBLSP*+LGBHV-n3xoe z`t$V;ILx~@$NHBwouq{=xhNebzXWmC?z5-o*qTi18;xqwcMn1hLudh?p&f>g{15!o zRTvSk$7T-QuMz9S@86#w5)A-P$|j&*P2;*Gw5P_m$;;|4DF&oe?xrlL=#l`jow-$Z zdu2A`6UC*k_m@6Ekj1_a`f#QGh)3{RM7n~B!vyySu*V5!dX?n#bVn@B*|V+VxgS1A zSrIiJ53cp6PML^wlLq}5ug&ilKyWIms3hXG+@wHK5@K)3)$TzU!2cd?E?2TDYkKkG zg_2Nj*zF@wB){9l@g?xft@@X54zxTk_<0A(l5m-gvxp0ZymZ|n?sfAvTBEE0T+7MF zW!!S5F^pTrZlb9ZY&AtHj0;h;qOj0obLHZ~=nN=6y@Vf(TH1HQ2IArL?T0{9BWtIh z-m%XrANDr;hI$1dD*Z!N5eI*Zi5ZB(cXZ^q%)Ok@)734Jl@0+cY7Bxr3g8szru?`E zjW04i5)(@)Dd|ti$j-@G&D{gGu0ib}(cy?9QJ*~OrT$aiwF8rhzsQNz*2Z)QpN|e| z5;FFB*IXdpA9n{jGB7Z(KkCwj3%M?H8)c$gVT}{d=`j@ShVOu4hzF%pUV)t^_%uix z`L=oKZ?k3EmCO2p@VR3Za9@$tiRQ%l=ey#EenUJyW1#zJ@#e?f9;2!4GB#kYfJoJX zdiVH6NGE9jiU-6!J9Mn*!M6uKr{QTMRTG}-9JxxHF8*^wk4s1|vT!{+xxOdFz6R8i@k7T~h%zl8y1v$DuRdEm__{WUfjzlOzM z4wlY>JjE*=L~sbD{oe@p1{vbi%QnU-$0jBu0)ZtRn%&;O-^N&h?%DU>y1cS2-UEQZ zSN)nUZZe)_`fB%1=TE#lqGWEl037vrV^~6Ww+f~WG=B^U?Nc^o@$sTEf*Y}PCO_X_ z4dpZo&KEc71UYdpKX$x@S?_bpKb%;1J>+VT-w74J7NI^C8a^G z+G@oiQu}O3B%k*+>5U~@7z0V25g;}7W<^byFq~o*Ic5&=8OT63!UVz9;o?BCZa*aIZUnj21yXRw}Tjlz9Cc z2$ezL;VyrO*X(FUpvj_;7D+Ij$y8e$vcOuN8wN-L2wDilF_=~e{5ep0l8WT->7&n? zUc%Ah4MH^I`};Mh`JJE8)6*xXrYcBEzPo$(E(dfdAQn;dCs3ld6i@Bc|Fxc_SW+UG zsWl$9ABsSFeI)XX}kL;H;sTMMWBU9uHW9n3F{S2ZAM zXEqZc5Cg}vlSNrscL^+ZFev7E4e-3^Zr~9X_Qn_qJhyA(nac}b#aT}V1}5`Ltq&y3 z+q{0%TR3?X`1jpnyjSa>kbq|!XuaB@3j*&7wobH?)951r^itE~D+(eZ^tIg_9QS%r zZb1}~qcN(ATBNLv6aRP@Hl=wsPZA3q1XD(!%|hGH+o!Inhy<{Ek|1=8R}-32d+H2L zi9;G(g!8y2!kMLQP8mSd8xk~6&NRoPlnwz80rbOI1W|Zt8=K_GJw6UrBH;ZyhU2?c zEJ*4nJDT*2(0cgZ{$mc-4-Ye|PDK`vd`AL+KZ=?Jo5yTTd zk8E(Cqk8hlMqx?B2pKX%- z!AHGMXQ=0Clsh?1n}3}^pne5*(H~SC>m`OeL2XkRFCz6aRnRA0+J6$hq#TGaS0yE0 z6uzKhkKuOzpomV;{SkOTa0uE(fJukx^i&Gtq7_&!A=eqBM8Kkn`U!p`e+}M(jB7tq z0kjD_w0a4?J#DpF#E_J(TvpnP8YL+Li7FB}XELhq@;Kj5 zCU263ykB{wD?T5Gt2eX%{k(SR-xr3iDvKMDQK?b$-}C9$qj1i*m{IySbF>~iCszN* zp3~3gh8QDTt)bTa<0r^oRWnv!Bj5+0ePakx!ZTjw?eG8L-tmIi5ULw@C?!U~WMq2f zo{Y0`vB(}QxeAGQ%(0av9#I5OsiC}_dz(@f=`tB{aErtZa#t4w*?M*DFIM}owdq!? zZGfKY6vW$wJM)4CUl93c&RYcWt%ncXWKe)>0zT@Ri%Yx)ZNy=+(RuHoh{PxVuu#K& zsL?jFt>yd@4+yD27`ek?An8K%A$mUTaUjvM;79b%D4*!wqy%XMM4Nn0_0wYL5K-Bb z`&+1?bX{*WVmeUztGgl$p6(UAKSa4Fwn}TspuVll zME1Z4*CoVDQN1+h0ZWKjdWy_;y=K>oeDwid(5;_laQ2jK3_;kAjD$V7j8FFK^vTWV|GqMhBKW-K-GU7Bub|sHpcZ^tPu|cr$8FZS zDCZxBX88L4J>RM4QyRSj?SuaPl+uH(_W?F&;VOGY9!hLA5rNbtGS z`X!sB*QuyYAWtQB$)rK$xmBpX@om$7zGd|P_Jzr}>amNO0ePs^hSrJ)SFcBrhb z+X!Lsyq=2SoZf$ohSsWS<1~r_!kYZ1dAMuuR-!?PM!a+BA*<`832$XnXpn|YfZNgsGL0e1Hz9MqlvQ_t!Dt60cqKGS2%ac7rMjwj*n2j#)h zUxwMYZ`=^QF8Z!TfY9Imm7=}9eW1B-pEI&7)dEJbG8p!1m7~Y@KwY1b~LyXCr=`6Nu^NWbzSQ*TK#!Fz;j7yBxI&9jN(k<)HqM1pJ-m$)xfIg--K?as!w zIp_4u$1fbVuL5qC9>?Xe6Pe~@-2Ce;8l#b3ryTbUThLXB2SUS4zd5<8zJ6?^=cWlp z4%#T8DBM0ZQ2l?$~q|-$+>1M0$z^FyK|HWYB9z5^{0?4Mc$qp}$%j@++)5 zNu%FQU_P6rIKbcLUE#f=m;W0XlDvY#pWPD3_^DkbVKf>n%3GHX5}kQSLDgi~m)TxG zx!c4uV>$CdZt&PaqUUe_n}$%qji|-qg|eC5lC<}dfm+xdht-84ZBSc*HOs51g+hOg zzvZ09O$-#N(>y^BtSL#Wb5%nz^NK3aA7?>I z*xA`R-+cYrwcZl0yLa1m3R#aJ|5Y>=tgZlEgx|m4DP3ukNYmnToK*prx2tPxM7tT` zcR=NquJxKBLX=p$>@UzlR5r*!3ptP8tiS^-{oxaOQS^GRPk_mtTwNo}A%s2F-j<4M zpXvah9tV7YQs4@Rw{m*DG!WfG=WI7b7^J%n={*M+nFd|)v19ciGi6)z?a<}Przm4$ zGGiqTBnwjLTXbOwkx&n~?DQh0{M^=?To~$Og1; zg1XCOZ!=>r87M{Cz}RE7?oW`8_mBnPS7Q*6>lETP>c`DX%~XS1uB9Xz9`gSb9#op# zB;bD{fBM@2>b~=b79Aib3*xN4=CiC(-U0&j3(8%$?{yj48VnL>_geo&8>yZMK~+aT zG&|L7%Wi&XG+ci36!Gvb?Cu0sJP=`(FKN4H_7SM|nWP)PoSe!J5mkh}lkjGdm`Qn( zg6B#&;;N|NoLC$0dNi)jAITlhP?h}kw;Zl`HvfL|KR2REYF{Kk1G(w1K>EN~b*oZE z=b?k z7aJ{xmk%=eUSjRq+tl8Z2wY*^`^)MI^K$-Nn;n)vK{_I^I*SVuxnA4qg6mY3=MMU2 zlJ6)X{LS+h_~&uJ)2jx4ii*mBzRp}{DNs_HnwimKvW=S8ly1)+5rQ5@HJUDF@nxydwog3Q5#gx_t8W+%<*0BD;0YaHSOgS2TPuQ`}&OF1YkiE zZ;XJ+6&i@FAV8BhHwV5CdJcoyr&f5hp&#*Pl)GFYhyKqqaMVD(dR)%b-geYp%-)jF zt`D6_Z;lBPg&#hA=tGO0?at(CjshJg!dG`>t_@vi)Ew z1AzR7*mx3iD(MiY0)-*v&eCeLN`%mdA_^TwE#EQ%Io|=AEbA=u%^+|Wjfa}$KrIE+ zw%ja~0pU0RH}U7sPu)!TQ?Q_?prMfpBnAPuHrF>W;ZMysZevN9A84f6gLeE$F#V4J zRv`MVf||5`${s>Oa!o){QIR3R`G3MA>CODZBNhF{0n8cdH8t+H2=6&?`0cnyFro(m zdUMBNJwLi8i9u9j;W1nxLyBS=U05V3&%Lc3!7J)|QTJlt}rKg*y#2V_Wu^*Y83 z1!-x2948ib<$m@g$GKjFyUg2ghs9`z*1~a{2H*(b-~iZ`^uhvm^08a_G(9>Hmay3` zYX^>>1N^bt)g?msEGPjP+wiK(B+~8(#hR7B^{i%a7Y1f#McCeu;tY~LK>QnIsZ2ro zVl^Fm43Jn<>3vL5PVQS>oj7cBpu2j|o*;uSB@CuWuoPC$$^m`p08LDDywL4;nLYSS z;yd=>JX&UD@2aFbDfo+!MnC06&cyhldAKM&HC2+Bcw(>`ie`wus3PIdc*ta4Ip^G& zu;4RsBzt!8kf9EaLcjg$mP3{@XRgf8-7yYL{=^KIM=oD#+SXkDMeiIe7li#z3yFec z`x$eA&Fx!Il75Ax%+7vGKBl8`SFf~OF0ajR0g!WM7)@i9p{Hn!n(e4WgNn#g_M;Hq zKD}*1=x{WdEzuoH5?AcvEW$0x>QIDI0le@+HiXX^VOp6 z(A^JSb|cE11^YNR^UTDawHe`P_NKNi=#o#K zp+H*!_9Y+!3=76zG}7ajetKrU^*sSHfr`T*+cdcGs2F!TL4xl@Jt8L}Vnwm2z}sE% zihH#g9!Nwyi1u1c%GOekOlG`z+FA098<5qNMO1b|BafeK@z;ZL&O0HELzTLLBW74& zH8^>~kpjGz)BZ)-GwbA?+*~`u;ZTiv=5ZYm=$&RH&8q3{AI%1Xyr&A-_+P4v7QH-> zfC9LwY|zcTm7*FImxYiG6+$RBpvmrRc~HClfb)#`yOHFjAsF;73o0BEernCD+3Wg( zT%zLTJCESJ^PlR*Y=7wjJ0RO^Tex2^Mq;uTjZI>K_?Qu8|EP+3qUee*bT{C zW)jrP?Kfr>(im~C=&LC%emR;iLNrD+fki>NkIIA^m%V8)_;Asw(yorOo{0r=@wLx(*Z&OyP1`I4JGeJARyrkKizF+3MBmLnL2i?(@BG7Zy z#;!qY?c8z1c6L$D$G&&G3gXpNgVI6XssdQhY-B;vP{eC7b5`&B!%@p<_IEl=Bqaxk zcF{;=FAkl)j!}t=JX{~15>I|2ex-TdDI&22+R~7wy672nkrT{?)L0TyO!%4TMTw!% zcj55*SLl=k0ToJGg2kb_Mi!J$j>wAh+7%a;xwG5Hw%Z2`I4v4bq)lj;AXHDD7(FL9 zYUvAH-yw7%bfAJ}SnqH=*ee|_|HY>k|Br%gl4Ae&#nR!jntJV|Wjk9Bji0z99Lp}K z_QWx4Qaitzy7+Ro^dCWifT)6iKIe3wZMPkHfAxwpsQ2L=w!=Wl`mk!=8WoQ&vZIz! z^-gF-y6!1CRSUH$IczB$i%0)q^joe%BUzvSWkV(s2&+Xg8%@>*Xsg*dKC_?z#@XK#>=wfaP`^p#O@f{a?TkN~*dKV;T7%sBa%f?8zAai=C5K zNokbENBx2QQZx^2mthcoEnFOuS>6Wy@#oJPT8x`>GJuCV8LxDQgDqS5CA96GZe3`FFQj z*=Ilx`z3Q_I%S_xN1xLECG_YVpXL;eI#b&V4v5zRCeL-y;KZvwl$dA@$DDZX?Vw*! z&tQ7Fg&cqdrzOS3$1_~JCW43#;83SrllFMaf&7936;P;j$;$}DEqE-riHnN|*64nK zHT?F-m)9Xfz-?`EcWXfzjyVExP)CNg5OOSs>r7fcuX_Nbp#wHJY6^bm?}&0JG&C8y zOSX{nw)i%Xut4o1R`o})Y3h(sKnHrn4c#tHC32aWr*z!iq>mf&b zZ7q~%05_mrzS)_v^4piyu~-RWc;EOzJuH22<$=LFHjhhA_oWPsHXey9a#slivxnki zMw5!#|1BxBnF*4JP-vP11jA|CaVrhVqK_UyUC%B7s?;|zu24e+{SRrbYXD#enUj}T zJ^{pq$~wsNV}Nu*YM5|jO&}dK%_%?)a;oDL!2j zLqNGdun5d>}z0)H{4~zArRVhLLSf9 zQ7762yFFS5-3?JIb1!6IZ06k5fZDTIA|2+#hYzlB*cv?sWH88SE5L>UtJDqz9K2z% zf*y2Vpc(~W@pQ7`@SaGQadOo(B{)5<6xt#hn=;gL#o;#Y>b&PY-#O>H{Dph3z1F?%m~+fA#x!Of2GZTF6J+JJRBms9 z`f35c0+bZ#;1v0ozDXX?vVkYrT1gcjq|b6~rSsqunAJJeRP7BpT4<aZ(@C6bk@i=GBOeXkgCf_@$@^{ zQ6a0Z+$ksNWw-N)L6Y502;i$N>2Bc3Gydyah;GJdVC4U@FDrmb35N=RtIpvILp@DTrKP~$*>a)p<->+Ge%arYS7tc6eYQc7S$2j)y= z_CZ9%B=#lpqpayikm1?7D8y-XRqdf5S0>00%rpo^o5wb?=JdCoYdaJTo|gu#?}XGh z&E(6sqIIY+jBV-82Nhl2nO)%v7v42ma9BFx`#-jA2nuN@E-c_nB_-d^b&-QR1Sk8) zNPY&r^XJjo^+W=Swc*Jto#5&Y}TUjxsQu;ec=YdD~$`dMbVy#O3KRZ;C>bxr|OP6SzMp8I`)J2{*C^zz0zhf>>SSJk_PO@kG%9$R670?rYgjR z*<1UR43Z-hSOqRKLJiEJYppvjfMbA`PgP%k=(n5wO?P2!Ay{4NAaapc?I^21cKP=bVj=MjH1&rB2H^h!;N=yE#8d*mz~F;z&=TDn3b6Rz0D^CH+U(^rs;om46y7 z=8j(8w$lTKSv$Ou7dKF9Rl0?A-V*YyJdkTTlz1JbRW!+I6{A^0&R9NE6V>#=&m$4Fee!=S|qV7uBw0 zMP0rBBtp1Bd#XIjw+5h+A>1@GSXutXZF@q&OG!f`0%U9UUrwoy*HVb7fbk{(OhR~I_PNd! zc7t2r-bOQz>+-m95C!;50ba!+-B;;W4A!>P9^k+Ra<0BIhfIWTtxR>xAjIoeYY&v7 z^bK`LoW2e7-+HDA&u~y4G%Q98JTu~`oH_cJaNcq_XZosbZ^zPZiKsT>D*Qtt9U>eZW}z;{X@uV4oKQy~=Na0(HyO+XSeyAbw-Q&%)V zUuhra?%!SPqzTxh=;rvv##j+;&>X8fJC~4JIYs42t z7pM1Fey!)e@I}uRAWVCToltD(Rj53%4ThV`NB+URx8kRem6%W`(%gxPR>ep{+FkbU zyO!MMj^J7kWIcQex;bZ})h`PWn_l;P7@F<5Ye!%%#K7MHJNDumxKAn5Kei!FjJYc) zj2*06szwE3d|0g!-6)uQ91O)m3>j{*TuDi%nCNx&S$+GS8^JeGgw)WwG5jOsepme= zdi;DI0XFNrD5n@U9ykV-->co9?VEoSEIa`P7)9ZMikUT0*0gT&wUPX zzlZQkRAwG#AwX)pwCoFK6uwJwrys}IuCe=Yt=0uI&X9nRhY}6i6P>}=k9hQ2?p=Z0YiIK&Dz0A~W&MPQj6NmhBNDfmA^=YORljA# z#??q8TU@jB3-WHju8`D@!1}5=fYO?yzaEi^y_J7JMKc@{Ah&`FX!Br?19yT0qB!3MbmB|TeCp!o=36@d&bHQ#-b!gl^=)h`VNBlal_4l<NO|A6_Kn57he#Dg*L{&1DRuM-n{oS4a}q$<047`bHzV z?F8^l*7L4-Yd#0>&&0{H+qe3ExM){fMPE@kg3X^tvZixVR3?J5-=$s=C_fnO>$b}` zsHEjQ!jQ*7qz?cx1Ss)I$Di8RN=<+f)(;qj?8x~bQp8_}q3d5EL$P?AP<=eGoT&P$ zK>N~=dG?MP)Wny)6RiKyl|r zA+$=4-*{<@ZTsZ*dd}WQaK{e>G>E_I)mKShMA@kANUl105$&vH z3(drXoYAC0Qbx&_zfyy!q$ZA3{zY3&)$7@Zm9^>r;t59!{(kT*h0E%LYfbLhFg>G* z>ux_@3Ybv1Lxlgl0NHvp1lW_OjX%h9B84io`5OZw82Hq!{LrlFyqca|-W~ovk$h1o`h<8G!=? zHiUyrAQVI>!!lt9dh$6o@kgH>^1WoSs3w+fs zUdaeN@U#L?skRe|1IS3I|K%G{(qZR%2rG&qpi(`6ixv#p5&HWBQGLXZn%eUhZrG;R z1K@S;>KV6W#6|k6Vm!DHangSO4fI5#TIr`3t}F z=wAte=Vw3G-#hcvd6;aAjv z2HN!mgqo0~?hCobodUQ@JRf1WYN`a(vZK6HcJEw)bDr^5F_>rVn&+L@=<~?C0cQZh z!4Farp6x>pd7ns~vJb%f2UP(3q85n{a+`ic*it?I{RCNHc`BJ4Cv2&eBadp8)JNBV zHseZ-pb?@;uqiB}Ujee+##MNSk1eA{hSt@6rU{#VGoq%Q6Sum;r2Mq@Hywp^K-=Gq zZP+S=^SBY2nbvHSzD}01i8%t4j*b(iyrTYDW9BpAU$KM2*T71Mlc{MmVgbYxmyQ_}MmsylL90D@4Z|D|k5ut4t8=bu5gnyTA(QLq!>8g$ zbI5xghE7F_Y|>~Kua3`Pm}i>0F{{V+LVXmdcp#5Bb?jI|K>;`3Wh@4&t;#_Idr-;T z1XI$iV;65TF*D!s_4SPs^(aIBJpwc@)#&-WcHK2u!^pk<7k8r9-ABL)_VAsi$6d|Ka3>g?gaE4RGY%^5we<7#HCq}5gO)IcOAHL- z;2dL}AG^NBo`PyK?kpLd^R*mkPJo~Ez{-k*2ZiXkm#MH_sY)stiQV$E?@2azgr;1 zRDsh$r4fiMLu0ILgA6X-;NdL{g1LS*I@e`y^%JLRHxKfCJa-hbEnoqJF+d9orvG7C zKQmA^2k>IG@|r%B!^^L&{Z*j(0;mJ&7=v`2`=T%4f!Y<>JpbJ=$!Rhd0+AvP@-vQ4 z&qk#wTI5W(6V*t9I#LNlqHY7jwr1`3(E;Q7vU||#&wm2S-#EnYF*w{F_+t|=hDj22}M|eZ$$XE}6KMZCyI3j35V7j&oe)Jbbx925* z{3dN)ZMNppEW8u|zEy_#y(cLtQ|{M#6I_EGr+ZpQ#{L0oVvvX<68J+)5;*6jqC^Ll z+&+fGW`m>qg(Ph@o6Q-}ed2#&F$wO_&{kIGX0Nj9SLpZXAturmmhhV1wg*ijA8cB*7ZFiKm1JcT!EUHg;ky1q;x^c2d0|55#N3kL3Dy`da+`r_fGz3W=N~gn z0HCN0jU1x86(TurAyyw)kn_ffdT7B;@x8gZJ8o~=gzU^!FuNp}o4JKoH2q7fqPhr9dncrZEE~E>B(wS?kvXPt^A{=rG! z-XxXKMI@$566yt+^!rsY90pN5ZZLr#_8YE?xq`?BtqFiQ1@Td1#Ya|wi zr6E+g6~pkQzTT;v1hn3po3F+!lXKG_`UN3VN33eR?W4yjgCnY{x`_D@J-~udn}FR z%%vf7{9qb#pCZfNwn+zgV{h!Ueb>fY6Z}xSu1QXQ)^EVxBC_!-Bsl53gtsZMIb+Ja9zDvl z27R}58{+ub3{@F-3vW&5&qm&;UjM?;S2+f=3;LSWer)@zyaQP*@*EF_UE)tR6#)A8 zpjdb1;$83}f%JafNFpSW=UjHWm#NiLWvCsY1pDYgfVx4gWd;SQ;3S8sF0-b$0ti%^ zb}Z+$?1{I?F1-ysYyi3kD)3>7HA~K@kdTZ1UoQB6`B@c2usZ`sz;q~vAlLIjmoZwj zW)D!%b%0VZV`z7^IJl`XwhS8I^uI4IE7Jnv?i&UqyoPB{>ly+a^%+i68#tmI^(E9-*@NCx(1Q6yPU>m50T4WcG)B|I7fQGj%6CI57`VG@QQUh zSLAl?20ySwdPB&H*2~O5w1P^|nhupe6Kl0yK%`*xKf_yZUfEht^+43+7(&;F&DPE=gg)(b-8hxV83e;e8h!Rj;!eC33cc5vLq3YwIzsbJb z2Ek2ZUY+oRk;Vsu}8t!zZbvEOEdpg`c-IbJi&GcJGdXUo&lAYn-0+HkqbB2 zhy3NJto#1^z|l8uu$Db=4z9n30xUs--RyE&&Nk%-uN@boH zsCAQ;m9--B(B}YNIpAAInZN}o_)8o2E>OvUk%ZhXFcQ`W`7r4 z%D`^Ig~k9p*5ecZejsj!ZShP#DY>{p+4p&o-(X*cQdHb!G`Q|M_a`)A`aBBCI!_7U z;P_qjz&i_PY1!oATeanyCV*dX2lGB{m<3z~bCJ0)8^n;y4jNMyXW zqKjDoz7<4x%Wy4(Z=0KnzV*48lJGXiUAV}Gv>&auA$&uWaKAl}LuOc5PTBbX z6{xZjR+nU{PWE422(X*~Y9(h7@vcUamN~mEH!sDA39S911Pf+vmtifmb&W(-f`;l= zPiqk}x=Sz=qBnY*1#Uxk?~YiGAFgq`y%N-kD>+DT>>t<;M%CJbj)YZ^)=VnI*+>(K zV&W&y0liiQS7?E)9&q<)T-}^N+zk4ef`BX|SmW0arUaHLfZiVI z{Ji`OJ&%Y5_^$1&KE)#)ax#=l6)kT@)H?v&w(7CF%4eej&@Ta4UymqslXnY9rI1l_ zW(o-)T8>>#GDSp3Hx?eSe)=$!t$CVazGPMm9Mrb}KLA5wT_}Z!{%Oa@erzi|oqLuB zH)ygwxRic=8NxNf8%w3($Z4GoIfX>bQ3A+u8QY&}A?Zc}ruCHRts{svha*_a*Z92W z`f)JgDubTyHC{BDKfq;P)m=qdA(@MZtj{&+2YeT+B8b-L^SZ$OmAhdWi?|4^!borY zNPvt3$nFSpL8XhAiLd(e=o!c>A|?bSN-7| zE-(Lz=GDKq)G}^sz9ZU9-vwJ|&1oHzgQa44354Pi^o8y<;FQNK29`%_frs0lokzd} zHl|~6uoSu&KXYuo728zZ+TGd}KB5;E>6~Scvd0>8UkjonT8orvVEh z5@JX#;Hfx1B_5Utkg*FCfz9(H!Ie4$R)ZSQcnQ*FmfH+yA9gNlI_l{4uqGSeeI(y= zCkWUWx!9jZb8_DW5DP{J_XqfFclSg=g9_rkvlOAIzEGo%prU(u4&L{^l@Oo6A{xQg zyU$;^n$P1Cs->Wv>#8cuIWT%#;&)sz1%wUU`|u-8jYam6;GSP&Lb$*?g|)X~Q%~X= z;5S+UWd;HpmQ^zFLAJOgPrm3eL2`SPlyJ3H$#Qv@02}1-dkrXernLhb z`aEy$#%xlBY!y@YLNu=k@G$NW6d7vtFWvO9cy#+oeQw$a*oolop#xBy1AyC=3G3!q z20ow^z_;sP|ML-X261{}(faTF{&gPIoFGi67`vSaPdWo_^V0XZJP1C$N)UKg zPABTdR`*t0+lxKd+TftV?VUM#I$h?#+6q4<&s+QmcJ9mqJ0)Ba$QsMO52*%vJkcmu zHI&e>2Se<0^bL9`~QaS&cfY)A?`7d3?FRqC> zPDgm|OzB&EesK(H$Vv|$yh~At%SM4TxldwaeM)L-!-L#{t%Z8A-CVpNvVQ=MmOl6e zqfUpw6tPF%saeH?ldqw{+`JcrG+bc(`4>oQaftkOjbH;^^sHogjVu*d%sa53yX#Se zp;nb(czYL|lMprrj1q7uLB7(a04dTQw(QIE+;IhdfjmdW{1YS;guDhSrqB_ys*RXJ zI35Y3K&B_MY_3%dTr-q+?=8^pB>i+pw;-aO z{o*g_8R+yGB)s^7VFFy5kQ}OWwvx_m`Wo^u-^{)D@rfFJbaZqkxNv7eD?!L@QR6n? zE+xeXIhh0U7o3EsW)vdJis4|zb?&OW-E_dqaK4!+!y{y^KVDx!lNY~K`H)z+PM_w( z)Q?^gw1Y-~wfO%z3Mf=fw}mu_ke?;KcySPQ4MXkAkkW9Z)@KTN-u_kiL9U7vet#;V zxc&dtq-xV)AGWV{GUl>yoqEuny9LM>0gK;)GhP+Rq6fz9Cr0tmeF1k5I+-EEpxH~N zpiNPedNHO99WEy)QscrHz|O=JQsbDiYJfVy^z5Q^8F;{OBR)g7FtoFTPNd-sJHI)+ zCYCM6UqF96E9iL_j6CI&leqU9m$;gRFJ^W!L(@+1Ir+i@6)pE@*s3REVr6a`>k7w1 za8o0u!AiN~e;+&(-Dt6MAO3Un@ZW})kk*6eQR!JbV26oWFGRs8B6H&4W#E8vw9J{t z5Y!)}1bWPW)(!J6vbJIXE}UExcRDb}#JuF>5M88w*5fQS^{>g#l$2vrQgU*tU};?L zaPs6ygs|1F9l-XJjM~iSP<1NY9btuIX%934tsmZ;Su1IsXuAxFFD`!MeaO89jK6L z4eI&G0PhJDh&wxTUfrtdy2+>$Y@bd=>XfPUe;BgIl%0l3=5JcI_H@4#Biq;a)!@iI zsu*y81JVMO?{EelJPhVe0Jz}eig}{JaQ*XEMbmznvAD$YHF|K50_~IlvN8r9Q$|jX zIy5}cbDQBoAb4A8uk0G$DNcRLROZHw8=3Sojc=g9+q@pVWpO)|iE{we2U?b37(rYv z*DwNlG11+ZP~AI9TG3@NA?*L9Eo*78Y7bfOzyt(a8%<&oQbiao#5MtEIpkmli91ll z!pk|Tx7#dWI_^`JX&BypZe)w?YkB`LR;~gyta$SD|Eh9~;LWz&5U6n2Tk7UOZqc5g z+>=dDEGQ`G4BFn_md78#TFT+nSH6n^PFm|uRe0$~aZwyT`I$)>*~p~+@h6u4R)$NL zO2s&sna!8_mOKJ2d9_pbg)cR?wriOz4+)uY$$t~Zs-{l7^b ziDIg&5*g*+G6B+QtzBek_LsIM*e&b^MF(KoF3HCTu1Q>%;qqzfe)#kAp;MHUMcU9A zvkb8EGKj@%sx7ZDsV@8j_=#l#aw&&!0p}EhpQ2*@{U_Ynoqj*IA4wGvPmJM;n3#UQ z@YvTf=$Bh=auygt<;rVupjE$dqbYQcKx~uK)r}!EYXEpAroPFNcBPSTsATI59AQbVF%O|1!uTjJ!rmNoNHClQ?J_Xml+@438QdbyyMu{r=v+y(_=` zm!|B34tqcq#=}7sOaSAd$1#*!K&1~Ny9?6D`oDF08=-&hFQJZvd>S2s<^W4K?v{$2X3_^LuaJzFZEscc;@$xVn4Cp#EV9GZD5- z0>c7*N}xl@YX&o@H=+6=@b{RZ^h0)*cRb1>8#VHU)|lWC3CD~GUEKeBRFD~=g3%(o z&|0AbHCH~Z=X@P(G27CWQ-OV%4P>t==&YTIjNI2OGr5wZBd9(k2-o`~S#>du@&1gIKEz84@7U|N8t03izOpJJ=_rRPV0jK>L=59N)NHVKx++wqC$H zj|L(D5w?g^U{Md+49 zB3<|{7*b3D_NZ!_rfw$;{T#tmx+S$-!Hs5X*N7OAC|&hetefXtPzTz7or4DrA1=@i z=0G4=>J-Vs#%A?!Ob}>et~SuOa=VFdb^-F5&7WRPDpD`Le9pk)$27GziYSlY&ADE^ ztwIT@C3Pm<+ic*>xu$bMEgC?_d-6aN7Wo0$Y*TXjvpe7%kk6~bvk~j@dp9?RaS%KD zf)IRPzXcABlksEZ322KA0PG{LTHw4-$d}{TQPaPlfW}MdN4%^7GgZ5|SvW97f$h_5 z{OIXN4q7Sz2){QHT;_2E@&LUijL#%{WdR{gp5aoKv3I9u(T5S^`TO0h(>4> zNlB(Q=+a^ zbAdBMKyNw6|D&{nOJmd0Cii=D7n=C-seeB_h*ulGR%LGJ2S8CV0Gj)QAf-`teelLj zXU=x=sf|1$GvLG!JQN=dcm180_32jYv+L;YtG+;oyIJSvIo~-;A!9gW|F%sN=gY!- zXq_qyoP7v*8MK!~{H=L5vA0*HkU8~OE?1vZMq33qqKF^`F3#Gudp>$?PG3-QBw_pX z5p0ZX`fR$HM2PUq%J6z<9(Ztn1$0D;KZ{rvrw{nS7?YA?QCyxjI+0HQVd(MKKNvqh z)F0F^VNR_Nu1oB9W(@SMW5bEoXWI3lQx!5jN+sL!?{@|s9zn>}atjKIbK83}cqexi z)xr9OxgSZv5I~&k*nj1^c#@Qfs$bc=_&g>JN|veo!zJvZWnc0(ODI1-$pm%sz5B;L z51tAt48|%(kIxh=03i_;vcej z2@Di(1&6*?9#1gEuvu}!M??3LJydkwX#KO{!bFXkZf`mrRuBJrZtKzO&X%!i2G^?> zFmc`22*~+odD;>Jq$`MO+!n~rVA$mt+2+p8S~GH^>Je*OOwr=^<%L~)w|9sAvgrIs zFvZiNu^>OkZ1N2oq^atj|CSLfP|@jEM886}xZ0m><>Zi4beL?uwR9=`Wa`*S^WU+C zfph&$fvrRs^*&!%4{sGM3nvmAUxI5NRmV4pRt#q%7yYNtk*JCi-%NeT&5L~A5n&~MpMhv2 zzuug3g1q6xW}*5AvC9}SF2Ah!P-{)o2)U7eL(H+mFz8aS-V|jnx7)4kd{ptt(=LUH zsiU^5^wUWDM8xN_SOqD%N%QnP>2kMXn~72!R?`qz&Y+b*bh>GiH3mL0EJC=(5!pU6 zY*t;+*Gbc#mu^jw8^hFJp(RHdQE(QUJP_hcjB`ToNu2Gf86Va`!3h2Q=5E7Gz)=(a zz(M%KEy5q(#1+8)%Q!=VIb~QLpUZKITfKJ^!}VQ2-{*nBKgIr(MU4I+7H`cQ{dsGL zO!g-kHi$#d+^LbvB5l_DeD(J|FM7BF&ec}CG-)Snl&UYrxeLY@Gxyh&B*N0_p2X33 zU5n%XKpf&oT;oDaqEhWS)zw$rnI-qa+bOUm$fvodfpYg`PH)I&*%?|a{``F784Sm4 zDfT*n_A(dkcTXYix{JA(xIuwcv|E3)Aa~vQ+~tjz%A4(lBAv`%n=6I(VI^eYfRQUc ze=hb#h*iHevGBpgr@|*lF>c~Sx1zf~^Ws~N?&oHG5_ZCHb-W^^ZO!Ga3 z+w(2(Lb%z1M39=~5vu-xx$ms$OVo~9X;dC~_Vc8ziW9T{J zwHN>rVoKdk!k;)`uPBAfF?m9SGiJ)RN+YQ+dc@>rBT)f=!BqUw!x>G>e(fka5ech_ zmU{HH2KX12TQ~>QE~fUM2#wSpkGzLrs)Tn;HMed1MSE$)F6y|-ty zNP5DT{4F{;B|K8G_5mlQS8-pe-iGPMHy2$dY&ZUNIp(RiFFq)q6nk-&LZ7bn7Gd(oo(aotC-RzdqrJ*&~ z=Ovwpq35?agb4?t5BB!C3QI))Y^VJ`%d+Or4~M|jNZC_OT3SUs*RN=9(D@z2&Y``X z+aM=L;MWJ?cNR&mg%%U&c;KOOk}l{gB>li~`egrd6Ggr7nPV7Q+wq!x4>^@BD3S!< z?CgH`&qyP~OiA6@{v0-8tE?U=X)-*mk_)G772&!vaNX$-?wYbC-j2TWFoSS?QNn2< zT0ZOj;Y)t+qpD*;bX22^_O7THysyd1OqHQe-b7;AH$zSrCOCSm{#n;rE`Mag#fH=g}AYd@yP(9*0l!X7)f>nuCA=r4To7{;xSrd#8k4WW-K*7O-H zZa2}9h|9F5Z_~Wb=04M)x$#BotELRrGEBJPz}hRln~&6kC8+FJASXP$y4G5G@d54k zKYPxyz5je6-0Ee*t&RrHkvCjrXRR+JYwd}(5Yh|0c3?x2;@s&Bv zWrNO#36#dj^$m0|Y?+-}Ge!NyHr>!HEE8Z>Em}eQSJlYPb1LV{#L z8Ip0&?FC8Hx1j8&9}6fpRVRv|S(PG~E3b4{?*bl|g`jK5=a4)XJhmqwk?4GNUINiG zdM%3tzW_M>R$ty29sE9dVtSo1D0Vtz+WV>a6YbAIO)puq-hT-1E8JC%wQ_s0Axg+8 zn*kZ)10Ed$q*tU~M#3@Bg&~YrbmP~F@IEouUARw(YH(0r{z0_<0-Z^*V<<-Dl2wi4nq8-pfpdv~j!kR_E7&!fh z07Esy{l{B@_GG}-)1psT56*oUD3*}X#rvZ>PcL!1`JOP-OJSxPG~P$saHG$+tKa1f zCPjf2Guf8x57$68bd&IQLwnuN2LW82>Isea0Eq!!XDe`He~pc)%lV&@1F{^#UB$(5 zz*S6voLum|7pUD3kidY7R_6YzQ%q$egOfEH)dvO_FxP`s-cWgR!?thwZ~M&31_{TdCu zBK>aVZbaD>hnusfIkauAzmt-Z?amOR>fr?&j|E0ujX#_^)_F&(0;Emb~vTb~EO^H3()Vc))e1T5;32`iYU z3l&nN|KcoF0%~+;$9{~Pmu2m3*UM-5fqq7mhoP_Y!9GskYF~adq^Sg zz#SJ;Q`4-XE5L;k(Y=2VOG|!`DVMKKXUkMxrhZnp@7fP8A|h-OFSjFEDJjWv?p%D`YJ>G?05Cgy zcS+!^#`KZkQYJ%YdXJhim6 z6dDsVvn*=f@3~Q8J_=KL6F{0P(#YOmXF4O}bA3IFK?{z3#&=r;wQf zv_2T`*p(?X@67lvDd#JMnZA5<#Gfa1fTM$NWiH;@>IOOl;uCc6nOU2TrW1;*)8THV z?=Wmqx{@L6(IfWl8#?&jn@Zmp29w`Pvxd$liuT8Gn+3zR^LuJ4vs>S*@_QLH=jih1 zs7j0T+SLR@H6=io5u67gN}6_Y@KnWVcAYespE+Gy2e6XaxFLGg#nOFSd2wHK?hgXR zx80C4a=E&jzbUm?KvaUoF=kcqCe~80(XmD@%cvaF<@U}ax-kXm7Rw!Hf(fXcs=PRR zs4Rn?o)0-KG{;bpd&_^z5-I=i;oeNV@&ymRaNOk)`Bak1wKuvsB5LzW;%X#JH4Hy(SF+w(`W9 z8yYf;tb12Je*D zN2mAuA}i~U-#u9T71xo>9cHGY-tdc0cb02HPZMIa%b+=rUA(5h{#xJ~mjc9yOE5E9 zxH}uDWPsAPI%YJNp%&RD;JdxE6LSX*f6^vd8JL<> zZW&ZmPQ#gP(S{@UJDlYy2(MWwn?&X;1I;Yx8! zMlTD6>1t9{EEy>l^~$yMqoa+F-LwbH))Pl?Q$D=ej0f-N(F-$LC^zU6K6DjZS}3FE~n-_P{{W8?ZZiDhgq5H-nGe>5oETBAvQ=nc) z&~km1J5VvZ%dB9sR4m}{$B2g8=&$BStfX3GR&P^bEyC*>KQ^ZvP7A%U^2_1BOpn#@ ztb}PGaReB90O7OJwUALZA|85yf;WU5l8M7e7TV~4(>a3-D&peeYFDAI9s12M_?ux~ zvGO2_)u4|9m=`FZdU9K`OenMrg5EAuV3^nm#92P+OC}1aMdzs^eL#J|>ra%*J7KWW z%>wKs^Li~oC6T>+S5Z+hArRKCMbC%(t{{{tgcd-EfeU+up!0nEpz9QyuIohdDpwJ3 z)U2UWHqcoNXN9lCH_fQx*))k>-HQ)81TLicu|fFU_#3Z1^_?z@_IvEcgSe(Yr%)Vk zDmZDhII9GvoF4!pUV&2L6zq~MV3axXVbGG7&@}_WA$RND~91>T6Rcryu1@r!*ELhPU2@(fTtR%Lx90J5#)znqVKy2y9HftjmW;uvI02!xtve*T4bXC+^k+z9{fiNnxWcJx%kR=a|; z51#MWDG9o3ouI0~K6KIe5D_+p5=!UL?rxg4kH0K^@=R=|FN)E7bHidQAYbTC?EWn9 z#v`9kQ-4}^5f07a%5_R|Y@S-^1n0`1zKi5WAtd%K@jYsUU&yki?U3FPd@k@tWOu_l z+3>d;<2h_z38jB}3GqD{V(h)=GiN>-9lm=W%1b5wB4cBR< zyEtLZ?n{haCOrIe^(uiRi7PL|Yed9ygS3j~SKuZvo9;@v7j#t_wr>2-)b+({d4)RJNn} z9vkQEt3~qY5V&iJu$$Aqm&~3WQ7kg{@(Z(;o=0Ov01v6N<|tAoV^-<`^&*{2YbY;9 z!3V@^*(14Stc(K*)9HJ&t*sr?%taU`g~lpS<&Ij_Zpp9HK6$J6A8#IUdQ6OU5c~Hg z^;S=0itGDVvcf@i;Ix(c_1w;v$T(zqvC-qy^xWvj zuNWq$DQoyDwq$VOKtQGR*z$ni4jL9}F_c8#9*diLX}UAQ?UNUoSZ-k(eh|TCrtFOR zU3W*>0jkjk6sM{;dKw*^57G28RVkutZh5PEfc87UU~Nwm%UltpVD|uGtN}TXj`PAT z3EQuYgzV9rybHI7V9yrQw~cIV0ehC=osJ``O(SgXD}BE_^CINv0!TrF@r-2MeD;m! z;uWq{!#|W0316zydd!#Z8DcH#Xc}-I=8aAeW5*|aepF4;Tw0pbS429msDk1CWO$|8 zHkOt7Nc5(x+gGa0zSqJ`XAz7*{k&U^zO8tRW-O<~Y~{`^rw;%hr}K z4N+q2X(0u|KI)FXB5d6m+wN+$a^5Eopze-6z4k=3^`?0l=Sy=8xu*lXBJ@Tq&pvha zQp^(kdP@mmigo~~urrdVPxBp8$K~e!17C;ge@4b*7=Mn#i|Sn$H?IvX_8-M>)D1fe z){2=frnV4X8mbcvUo%dC-ln2^;VHL^;$@24Bv@>1vMq)q;q%(L)~N6GBjLSG{Z$b= z37bgS6y_o*Y2jbI~i z-C89&Ja3d|jfsy^o;n_1Ja>l4EAGf%XkH(w$ovTJ%pLwIn8Y<)gtz+R&$_+Haw`XC zz!9VCo|Kht-A3m9oHcfjfvo*ZM#y`j@Y{~cDntLkjm%lC51N4ei<~}#Ib&$KKjnWL zoV7LB|L)VzBTmf=*P@rZW{5j7b!E^q;g+%|@M;QrPPr1AT8@ur-JL=>?T(0?JcV%! zqnmaOx96SPK0R~6XK~DWGEv{bW+ovGCP%c8PrZ3xP8t6jTIt5t$|J>0#UFamw68@t zXqx(!u|8dM{@BzX7?m1ZvBJd+=LzF-e#9G0Cv`}K#DK7^3)LZhJH8pzhFcpPLY$!-Jnf7gIt18Mq zIwanXb^=8XxN(Pmp|cK5m--X7yDR%A_pHa+lzXWZfH(hOSCn#Rs+hR5+#^k5qwHzA z>u{|V`O=Yn;>xJVHS7qeoqhebT%VUS?Z+gh0+BjR(=Y~Wy9$HDz ze6Plbzl-!Q&g{8^e)uz=8-~+1`gL;h}H+3en!Z6%jO z{JtG2W+HKA15VXF)9k)yB&Mw%5`?YE9sf~f$8nc2rjcb)5!QkyS_=-2Fx5Smn&a#_ zMVb@bO~VhemAJinvh5*!5*)Q+TiIC^>36Kt%5DnkQ5OGp_GWC}(geVo&W{uuAfVFn zC<$t`u~EEJ%JJ2}wWzh+NjK$Q@ErhDGXPEw8xT`DEh#j}W({RJ{PrqI41dT}0?cX; zG^=%1H#mHw7IOkm$xl@0>bq4sxOx47sDRt;^~c@K=7RIoJpuy>+ZtLgt(})7tzIgu zp&O?|H!jabD#77pr^t1BPicglPua(@>#elMZ;Sgcpmj{J7Rl!1jvL9;;w;3C?RJM9 z`m1>-L#z&=`<{Ghvx8x&zfNoNz}CX!w32Xm%J}7MN^0F&aPL5Xi6x-T$Ds_0CJRrM zjgZgcjZ8TTj^2cDHM&=g#?DNFm@O@usacm|8r#{HJiAT{h0uK8VKuINB%{A`-_j{E zYRL+!6KURYL7F*oRVrMPPMIHO>4#{$i2aMMl*jiFzb3*>p#d;Af|n8)U9Kl2Z!Gvm za{q=|tH)CZgKF~FL*UKEfld~mTs)i@GQY=0*N1X*9OJsyySpv+ChX|^$g#JmilE4r z+1S#MNp3n>9{na(dHh4Rw#o-lw|gZdbp?xx_K;tt9ttn&_JV2j^`4l|VxpNq)O-+q zArv<$ZjoS3sOXfYWUlsjHlq5jT{lhGUF$v{7Po?~`f7SY)Wrw_p^5=q)5zxZ@! z+DSz{Ma%X*_WpED87HQkmdS*1EZz}44l^oDK^W+;Iq{Xs=TW}2>#s?=D6tjJ=OpW{ zFm70sH~9$L^2D5v*`g6G%X@988+2FhK6PX?LyroFS=71E$~)hc8z-G50$ zL>C+k>0Tbh6$^#yC#CL{t2Y#>RjfQT{80TzzEq`_-EUdk5bA6xDO)`AVq{~i{ZaAN zo<%Ynw|IRXLFjNGdpZL)kni1}N&%m$!@KMk4aG1=F*^Bno}BlY-09p&GAvmU0#A~l zl(q7U4-SN-1Gm#;rq201f^i+_^s%o!D>hj(!Af!K02YekfR^5Y3p*R_x@9vlfr1Xa zL-%8XdXoTZYd^3?s-_}^^SJ{@#NQdEw^)=*x(O%s^cthaDEB>R>dLTOZ*Ty#uouBwgMHO<<&LGH_93h^+>$v^HJ`UqC0qNSM+T%%s(pM zWN!zk%jK)jbi>K5vN?GB`T7)vK{TrIV^6~SYq zcp2}tam&0vxc?Y2Ht-a#Xm?dWW>3RTLw{O0`HuB2v-IN9HH#ZVj!}ZFw=4ULE#ach zG=FcCTS3}nY57~xO*Z@^r3I5mneV$lHNO+`w(qLESf1u^uv&H>Ixv(*9k_Y4ZL&q) zDHLD+uBGZN-FAsq%e<}TCG}8o4CEBNTrDvDo)90G5np<(ZrVAy^G&Pl(sePKJ6VhB zQqq107u&6#3Qa%?ahPJ!qU0PA)_B-Axo*zTHTzGNPzLZDAl%H#i-n!Hd)Yj5h;%&u z{^?s^eM%#6jBs9|sU20ceIc`pP6`#53taW{9v#Wty}=}XTG9tHlWS$L# zi_}ino4LVbCVoJ!q(CIR93uHApM#xbe*9>!*FI5TKP4R_o3qQxnEvZgX@c$rZf5p7 zP%38T<$OV3fN|XXy95U7uaeTrHMBxJHJ(~))@QpMz-i}i4o(Lxm~Q`NExr|-W?dbK znk65kn|3BZOD)P6cicdIw%XIzLYiifK&-$MK(`A>04SZxd zA%i+1LA#E0Xy(fTJNezacToc))TjYEGIW>jJbShuk=^w@H{>gt_ZX+vOVA|gra$gFBVpvC>k<7|WzdF!IgRDz`hiQFT0LHilc=~NZ&lF@w z3~edQTH>#7#_es;>w-;-gGVHy32=J?LNO!DpP5z9Rj}ghT@>?G(N+F_R&mhbh3-O+ zcMkYVt&>Anbd0&GN%vvYK4$HJ;@ardekNK&^osggv&{!4!D=%iS?{$NBN@^mw%K$d z@5agBr*0_?{rOJfSHrffc;cvoZ!&bJHisJu&Cb_gMFxzZqh<~7*UvW&1mbWSG>E>_ z9RxPIENbr+rKF@ntyr}Rq|oy~v4cfd41g-c?i3YO)mPXC-Y20~NuzP5{SI`XS_Ujy zb?1f-ygO4J*j5WUuE@B_$8=^t%kK+yR`XHH%dBj)G5Xo(ZED}l6zJ!#RQ-}61iCWR zvM?2ykG9%p^~SyH+zPR9DAm#26*XQ7AXklBWkWHsYq3o_;MI$3BP17bmt9mJOaRNW z3wbI_w}GiHGIL?(qlifU^#*uh6UYL-$S?M6;y6T zj*3t;MBRESfx#M_1a7obsJ}@;Ao@0PWd=9dq>>VTGzpMzF<3}s3E2HH9r^T}0RF2- zoL?ehol%moUkdY!_P>}&?(v%vcsK5Y<1A;IZBXCrT4j@WVQIRqf>4KCTQ4o+K z)tRAa01<`~l%YCs*T#F#z4v*(f4)Dy`_1ztXkz)Xe|x|Ceb>9*wWfGkC?Wn($;UnP z`AAOGqrnevhvm2EHv!?1Pu6dy4;L=Ad?g_~{6or(9$OF4)HuGf>JZgCC{*2Yqun$3 z>8?X0F+iy`xY2U)K_Fe;Ek>inJ>}Z{OC1Wb$LyPR2;A{=h|G82Z@SbabrVAi?Wu+v z;pQ|9k)3wXTjdJoo}Io9)qs(%+`DAZ2yQ}K)O_|c7)?gnny&Th$-6}#ol{Ip44fVv ze!Pe|k1tv_gxm}C+BPK;Vk)O$3gg~WR^&I)o1LD%Bb;xZX54{(<#ven0Irl%RBUnz zMl*^K#Y?}qEw+ZG89K4NGj zJ-Qo}^t$PCfo!41-BYrJEuwgJl@-{1^uMjOSa`g@NM{MrQR2tYZ@m6gy^@-LQjW$c zq~gUM57hv*IIr1p3Ntt((EmuMFQBVTaL_C(76ZoRJR-wnx*dFXC{UXt{UgA2v-ZL( zCjolMd!TznZ6$p$C>}l36(gN6`~#t9C@mkUm>*%S;pw3Fjb7F3#XuRO1dEhNn1-{5 zn1Se66XETSd3xvN=RdqH-^MaR{bHaUpF7|?rx8qXtRp{5%xxQLU^Z{q@$}xb@2d8P zNCJdEtj}421-a)d$3G>eyA3?ZJ)+;fuo^Somqr^JitP^Eb^w2pmxoSE*L^>y748zf zx?|N}cWm8fntkANhsGO6)G$|tCe06CulgKxt8HcamF2c`&O2xsNmKLk^5SITq)tD( zyz=ABj5WN{;A`ib_Jg5g&}1kUMaojW)NlX(i)0-LWg6^nD9%{#-@iXpgyr!7C@~48 zL=}QG7IaT!6h>aW_!VLOw^GP-2=*O>RmgGk_du{{x|&6C9oi`O^xiSBPU`D-9d&cK zfpR(Sj`_ogZe3)ANNY@o)kEuFDI5*-N&(K^!L@fkB9r0E`e~%2GBvQo7JXode}pMf1E3Y`U^vQ)l@-x=-opKpM!Au-`}ru?NYt=%#7K+i8+l$ZTEK`W*2i0 zRsIwMj0t&ILtm}DqhXzI)yI%#oswHdQu!?p+YL`Z8`=z$P0WXiXnEQ0MZgxLc(&lS zbrsReUi%pH3x-U@=PgaTnOTB-Zmf}fT(McANQ0Mof_wqnQ{&u+>*lm1O@CtyT3n5a z$|+{}{?&G4kKnAbIa5~a!ow-q#(bVoI6u`@PudkciDDXiOpa^f%CEQb@oeLt-%?Fi zaH!txQY4x$%52>2BDc`J+od2*dzZP}hoFj&bfM#sObRV5wA>aU&06^+E> zWSBOy$JL7QEI(6$vP=8_WA$`Ar<3vY*@?uDtFr4AWUbHyD*e`K@TZ^TN?vB-;GbP} zHO|^a;kflFORs;1(h=h~{KT~|^^{XzJ^a~XUFZu}ajV*@ULUIsZzI4Uf!_f8?$F>M zN`cY&w{L$<&x#38YNRr`OP10qDg`xj$(vYP?YC`aew}L4@MxuC ztYy}aX^E$1T&Id<1&u8LgD5>~i*nZi(RG9}S4r;3v3a#y4!Xi>x6 z_x6x9Pd3CMP*BLWIBQ?R4tl5Y7xUnaQmNl8680#^f0nNM2H&o?xkjF!;T+}VqQQ_t z(Ve@J9qw|aE20`@HgG+s^OUx&9tz@ZLzZsX06I6R-Ye zT+?ftd^_c6)>x1vWxQD0EoQbS*amB@ox`SX5bJ(>}0)1TXjCAw)NtQZ>9t@eY~N&AvyWRNUe}}xaCen zfY)Zg#Dz@kVQ)wtwzBa?YQ{8>X&z@6oD8K@e*S2P#mmDHfXVTQe(c&GQ*|u`o z1>l8&$s*^t(=E`bq9pklZ4?5@{+JH(gi& z+4ca`F?2{hQpvcysgnS!MJyA)BxM*GT}5B~Jfy>dvkW{dAc`0gie7g}g@*sQJeB7J>68%C&WPCCdeKi2*Smbm-jBtkfT%!lw0^gvR?$#=bm^t#ZiM@q0j#1M4VvexqXW= z8B%k;Q0cVf)X3$QZ*z2XOnvz91F21j<~saw+(Ea%aN^U#U;p_vwUxNptcq`?GQo~O z8(xx1OfdAK#j_WWIv_ zCK0i;P~)bzgTqjCe)7cJtc8|z2SnibZ=9no)l^vR|5*!`RXtrdFn?iqDoVV#wQU$B(sBHeck}07wTWxO3pPOKud@Q zdBlo#l*%Lu_ySaJ3Ht)_kyHGvqoaf0Wra$m3){ke7ZuEU@-fMrQMqYarACbDzq<2G z)bOjf!R6x-|M7qK7!jnOeBS_*+8NyZ3GRH#=+ifr932z(jrL zO1WT?vs*=_jd8Q%^@GC*Ht*RN-%_S%Z3n9;_FujjO?k8(>Z6b^17iaB0`{o24t?~E znYK3l>8(fr(MjNsK=@BPcJ=pgU(#Bf?H_@Y3K(BRKowEe9U2VeqVQcX`b~3Q757M|z+L(FxuInLvh}+6HVg@FL}V49i@Ia?Zd3AL@rw3)0zSHAAIrOMMN_JzDALDl zYu?mkuS z-w7020yf5mzyJLnoR&XivT|DCC_Yde+^+de`auxug{U3cn8#b6_S zOY4GPa=$$oXz&!b8f0LpoKRNeG%ZZ}k#$<+rZ-`IJ-VZ%oI&HGb4<+NMKRRjAB|Vo|U;6EP zaUcHJDdk?!`fVz#@j~~WJ$p9OGkmgWGQ*=!xrSm)AG5CM`mzus!9>F{e8v-uFUw8^ zSy^Q=1ufe*fg;)&(*yLVVIWF-uq2t?&4|L0_wV1=m`KAEif$?{HP2f|WSp^VHL!(= z03IWDvMEU^N?gmme6mJN4_jkv9VTOHh}5F1Cg79x5-GVs&*WE>X)sAt8<|& zT4(Xi;IZh<>L*~8+j`vvRA@26`M(hx>#`XX>021|ufEsPUHZVWhwuGBCe;z@R3c6; zuCA7IFB=+s10=vYo=+X!*oUjbVxiJD+bZ6<@#V|ipi8^xD`R6tKqEqQ<;s8CBE$SY3jEH(4r~r~73XNN`R;Qo8cp=IZ!WHd|980mb z(5d>ng)^cXH=Ycd8;sWj4L#3y$T(c$D~Jk>f7ITz>WZ|5J48uqpb*TmtMcyCmfW%9 z<#iV@by=+%85tRR`uhLaTK5EgUvfgRaA?Clu7$t;$dQN!i7*7v;**iEQMPpwK+4le zXNNT$ja#)7R{2k{G&$*!t!vvrvF#qDB>adI%-&TAM9p67kh@5<*7Plbjvhu!G9E7y z9;a3m7P`ZBbML*aQ698B?Cp5)u;q#22qK0CeKf zG0(orp5a?id2sJrgur@Mp)m$?g5~e1`#x%0IHiB2S2&(O-ostor=*nkY<`&mjBrI~ zyT&8mgKF=<1ayDrF(s26^$z&qW0TE+4GJX|Hrs#xdH;_xN3KhO=y;X7+QZbmiee$= zQ&rQli`SKFjS-=TnbGWg9`vl=-Mr$Sm|r%{dltG{nu>1pCLKmO_fOrP*||CP-T0`O zR1wDtTY9jqSme8c%^MJ4c~>Wk811QewPN9DeUR>iJ3BwsAz(1hhGwqOM7ZAY2#f37 zc_FD(x#{NkgCJX1GGK)hbS^-GOz_#k@9RW}_@+%Z%K)ep6>mK|UpOQrgg?>Omr|)h zgfFPjn}uPJX&m3cnFIu$(4vu-p5jk6W^pV#N!N^6v_} zc9ni)wp69}y5V3P3wH1bLJ@a={U_^+Dproj)TOKGibD+Qf0S0{3vz&wYULAZI zZ8u_Q)ABj?;h%R6qHTte6di}6&aGe=dGm!h>iv9BoSjX|to-Ham*|Q z;&I3lgL?Gbxk7|v_wK`NnrZ3Ce9>0!4y+k&H;yI3+DAU$5^D>-Xp%iXvP64DQ2X>?P9o;=x-pw}avueT@@Ukh9q^mD}zoku$!$B!;~R zF=KD?4ls!W0o=O6`KURjhk&DJ6lb^cQ9OfU?I#=6D!^|VbpHK8!hBH*X9wx7!OSpk zNjc`uog64!+xT~%2`4jEz}_gZ$zIl3*@?!&@87TWGdu!7kVvaVFatIdQaG^rBRD`UC>ROwaZ|8o1JS}i zLQu3AQWBt6#-?}0G)o&avmT&W)@(=M6K|R(8!6Dieu1pZ*`Z02m2B1yI%c9HC`6h> z{Ms5kbL>Z|=P%tZMo<09H3WX$rqvfVocndf+&jn`cwM3nAx z0x{T=Khci^`_z2l)EakgF26^QMxcPFfA0JAN`+s%%X_Ga!3Mexw+lxuIIQ#{BHdFm^_ax1uT{krK|GY802o$B_f7M|7) zUJ}gk=pnsQIy!wX>+6-#6O2IT*BJ_JB%#2Cj2D;()tB)3h}_<4c4hV&XV3n3O$>z> zvm*iHqgayW3rK?T3jy{-jE;`3;u-ek){n26!Rh04gs1h@XEK*dg@(TNQuw^*LhFiOl=}(V!ExL-faA z19!^Byd5#t<&*~$RA~3JW_*ghSQZdmr$ zZ{rcm0ff1J-MV+}+6l@h7m6x5KB2%oNB}itlFns!cXwc4+TM&@M(MjSvC(Gx(r@&J zl_2Ssf?QaZcjlExhGL51 zRVo9kGUtnxBl3EyZ!@xm5E%zNtCTAPd+#nzZHKSM2XqBn$XHKr?|(b@rVpUN*n?eU zQ^lx|I*p5zAT^mik1(z=y(VB;o#nmA{E=1?n>qxm}n3p6eyS90~e9 z?$NV2Ms_r1WSgvP{bJI})w|N085z6_4uP-GC`Gf#`gpW+@izZykKrD7)YEjxpp_}q zB*ZQ*ygQ$L9J>M6hBTD}uf&R^$&Llfj*>y8n!tF@w1=gLquBP7h+`d}ko(J0=SK^g zM}N$Z4~d28Y)XaaKQDdDRNQQMbgcHcbyVu|ihqgox0gze+4mN$F01{&@&d!967@PE9B;_Hqu9-BBrx*zdWyn*x>8#c(>r$Cd z@7-HmNX?lD7*>+ATw(lpM7JOjWfhZJanC_Ly-d74W~R-=DcwPR696)>^15@^mT1ELb9*3i4`tz9c{pNTRf3>8ZsD!!wv93Sthl?dtX?ZlAK z+ebS*{1A>MfByN8>n?T(0m8+O-UQEFcz$QFRuM7R%D!*Ycg|TQ$jCjO;YPyAkI0Rz zhQM3|l3eSB9b;*{+^Sv&Km4W(VySy~|1~+O1VV~zPcv}2u`y3>apSOBi6{F+-(qUK zLuO$UI+8-jW)Cm{jtQmByuPk4p8^cD@sQ2^`fNV!PGJ3_hEp;(VMJc2&9}+aKYOMKrfxD3Zq#ADw4d`dO=0?~cIt_a?-y6h~P$ z%Y;f*LO?+sfRSYTDCd{gw}wec;;ce}GW+o&Vi=YJhywAWX;?V@H>sPZ8Tlo*NpU(_ z(w8-21`f$-Qe)?p`1a7dL}6_}!GL|_MAcHS2%J)ad*D+c+p`E6wt}tzjG@bA`@*Q; z0cMR+3Zwe00jwU;mS!S`dr^6DCS<7#rTcWmIp3iu2K}%Y0rjW95dgYXLQ)z@#L8*_ z`gkO%oq2|)#vYsuCwb^6if9Kt30}Y`oS3@0I)BnHU;~OqWTa;hPd345YBz45(-868 zM4$pv(Ch;Mq-Sb+Jy-&E;8}a366QO13rV7L{ozgCgROOc6Bbq_7l$Yk;~E@{NJ!EB zbFtx99BS5Q&(n(C{Nr}+AWKY7-@(bYsWodmIf?uxk~{&Dv#dNI=aO&=CeKKa33Og;Q8PTz1SMu8WAX7$s?#?Om7m?zM_PcBM^XU;1c@$ zhSTm!iq-!>lS=ywo~%b*pD}z)S*ZFJ3i^s(DAl@-_EvE9@nWsAjye60qCU=R2}6UN zk`U-(qR+8h;3G9OamEe0T;Ky#xBviI2}%ol%SYxhLK7z|IBdr~Z2A2)CpGcdK?%14 zHbIx-xSj8>-(Wf-o53r{ppPx9jkZD(Tj1VSdOQmSERaV(6#x=r-C=Th59kd zs{D}YSP+fmkf-MU=|u@;5-gJ&%_koC)h0;w*NAy%O~3jUF*7aazrh{b{eyoJ`>vl= zlF^ul{pr$uuFc4@atOqq8o>LR-IbIp(l`eQO)ZR_&X&PE;VZvNtl)d%@yP%wncXAQ z8HgO2Vv>*aAW|UNjF@aQ2$Xal?H-I>Y;`SJ}mUUmJxq20zOp|lXsk(WqufOo}ZmPkG~N;BO@~M3T&qLUW^0fd*CfL#h$mN zhQZOY#y!F1+yR&f;uDLgHDc7>z|gP_@4n;yq16P8Mupqq9kO5>xmmrHwlL)enTJ-i zPDlp`-M@pth*0`i0nve~DCs>BDGX=?9xEEdw$vUU;m$u7;gu7d3AsfMsk%;ooSb}( zOCXDYoEXIAf+g8#j*wF4h9t2i%Sw zb#^;ycW})KYZq5LXD1m+Maj+LYmT_N9dlKZl5+g(1Cq`zwo)&b_pQZ2<{aB?;wm7p z>Ky%lS^)Q>wSYjwF!QG$4NgY%G)L+N3%WRW&W$z4rY*jDb4|?p4YF(R%ig{t!noZrKKZ7E*UKso zx$7!_t*+a1*wd!cr(HQ(QQ3P<|3rnBVS<6!3|xu8-0H;GmGp-<>d}kn&QCp_gPRr* z*ckCI`0-Tb{XcLD;NBCMuH>$v;PW@oy5FMrf{wb%O?hEU}X z-))=rfw^s?Kv)w~Br<5I&Z_89u47jHov)hkj5d9Rua-N#dH8d^V|J5i?tB4({WIP@ zZKLP+ozCnTTQ9Cu_w(V|8EV?>kubiyX8XAX4!#(vm z1ErfXTKvYWo80TP&n;M$-j$eS^HN)(oK9;S?VI(Ype#~Zp=h)wE&a&?<=fsPeVwoF z9g=T2ax22Eis||Bk7a?fear)Sy;){CcT%I&?U=n@-6?hZ9TN;nad9EeKCLV3_n)3$ z6|2d1d;ffGf%izo!=Ij}m%hK&dPP|>{AfBe*S$ML-m&5Ku7K6`eq+6Zr-jCE__SQ# zP@y`~=%TJZ`XXROX7rAWORak|>vZr|O*8F-Hy?T`n_GM~|HI>Xyy5Jk$jkB#8&@fx z&>HD$dYNWbWbRV3Aymdz=k)8!a0MxkW>4Fh3s*-(o@fwFN-Okg$Z`zViByVpZYf;8 z<=B3wf}vV*%lrqA?$w$(7Yul3{N6G-oIOxkbg1|Wt)ROHo|JZXkMjH)4%uHg-ujd) zqRwMxHJy0~++eUfXG-DAeWs3%DbiRz!&53?-YnOt()kveOu4lM~ zM^mQBsDJBag@KpRld{Tv4-VBDAG$n{llAfG%8uXGUwQUCX8YjVb3(N_j;;|&niVg? zit6NA!o#dMRf5qDaud8t{|Y=&wp^|8`rg;sy8X=suFuwV0c7j>vgE z(JC}`UTbFXjGdS5loxURx5D?x$X7|2$d$$#Ji-lM_RAnk$_iyp=A-GSTiV-IOM-`uWXi zZr#lJD-1e}C&ossY%1MN^j_n1Ufq^{JZ{ypqR)SL1t>7>idT7v7vOR^g0|0Z{Fv!y zsnF!6pP(P7!x41Gx{*um}_=(O_yg zB;VU<_vn`y^ZUAS_u>JWV|{rF#x1W#-VJc1qzsLWq%!*F%fGtusVgZ>(luXH|4z_8 z3-_9x1+#Ehj-4%2lO6>VHRDZT3eJ|D;Vt7fk%#85Qo4WlkbRkA(eIW1lY@HLuidJB zQL5e{XBP@tb_`$kY{3di7ssZS2sqxC(-A^3qsl%hC97=0t+OiD4O^>Dv3ABX^F67` zt(Rn0WKL~gsCqxY+`Y~s+r0Sh?~OUGnj(>IdI|2`wet(DynF5y>%CT}%P}1kbbOyA zSw57rPb^qN#o5VBO<`1yO+PApte_rAuQ=FQ3{dW>`NTDn)oi577( zY|6#laq^(s)u|SFRY9WqU90j8#DXooI%5aE_Z=ISkf8nIC?Hm@8Y5sFLqTQMDz`mY zS2@Xrqg}i%qoOc1-_gUh$tIpSpZ&xPp8wQ{|6o(UU-o$2$8v=h6}-(#Q-_pb-e5;Z zPDd06+aqwsyrpe;wiSpPt{jQ%>YSF57Jv1;{z7lh+Ua%M;G?P#xzj^4G} zld({J{8-^gK|lA?OI@kS%kfY2byb6<{COO%3Bw^Z$EI+cD;0-rZda3N*z7Y{-iXZ> zs^o6J+JF3GPyS$qXM3nE1<6|FKHBr6+Pu+D=Ny+INmfpRYjR=CF z${tR%R|QYJI^c;HRdq)@T&bAuF1^2SEX3B_z{topyXgc+{`Jv7Ln8}0Jn}M194g}< zo`fp8+ANhYHE7QA=x^o?u!|zR`wJ8(Ec6wQ^$DJQ^YhTKZ@FAu5W8q7#aXUP_2{!m zkLFNKsRCJMdUtA`4cp=blO8~orW6-zvn=0paG*Wh*(N}B_}NQc^~lUxQ-_4jcq~?v z%Y7#Yqbm{0BAW}m&{->*Wk= z+BhVl&>s$Lo5YhjTy>jCk89=v!Rz$+>hYu;9Q_-Q7jyB#I5&4(ba^sgq3!WJDJ}P* z^r;cAfwq$6n-Bh!Glh(HG{-v{VSl*UyI%z_ky|HE*NWw3;*gS=zW>oLTGxMAi)Utx zzrJi*}k-`6@tdbR*)$$V$QNm=^ApRm$!0x2}{k@QAZ`+1S5jhP6ULAUQW*e3-~j@A{` znvCEzgcN@GRVt{sV7S4dJ2^>F`2aHArUHNj&6-Q!Z@yVw=sTu|*L*r-TbQ?SHFljQ z)|!(jlVV9MUS74L*^&0L(AYHJUI*^SD{7@hubS{pT$e-v}Ujg4^&?M>(Y;SL4hcrbe-#Ynik|M@6I=fb8Yc zO!paza#Hgqkc3S83l&;?23;JtN1O52Lg`u!Y;4T{m4Rn20X5%WRy7JA&8drsb{Ooa zlp5-)N!r^n4n(YpKC2$(}@rdWLmfR5m0hwcLx4glQ21-uUE5k(9qb z&T$8Md#Eo%vZkhnyRtya{J{@(R{j&x4rvGv0|Ot6g<9HtB{(}*ItKlCdZvWy#M70| z5w`-=a>pkKYBY{@;khi>^5zty1ZRl^4widR?ol`xNeN%OL3hKIP82qkc-5f{yOu&< zzu}B%iHxk=TqQs>snQmlYe+lyt(&VoaxsBU>s05uR111e10(JQ3cy;#VvXCT|0Pv>}nFc=%`7R#sru?3qRQ|C~v!mtPL%wnC5Qg!2v zW4CXrEuIz@?!9f=^Bx_g&f7Cjhf$eUQK#(o{wffDL9?R}a`nJ~+E~xa_^7N#7tX){ zWl@0nW2dl;vctz51@b|^K zLD4^Dp<1m|s@3hjae9IM-S(^77nBH1emKV{X$?@fbf%K6JFO@RHLO*rw6%s!d6;3h z=poI%=s*Tuxhd{mzyIV|f06&`312-|A$<$`$pyVgmGhhD9jR0u(F$0tDs5dFq!p#2 zNS~LlKO89BKk~BS#A`>+w5s&4zyDzkLP6=fKQ0a;86QSwqgv9_7yHYVvi102WhG^6 z)S}#C^~sNVt+E}eW%hnECA;TDYS%P&*l!OTbM2+%B}Gqle)B@Rho`1-7bQ#Tsty?d zqF!xl9kX`K?Yx66^Y-jY8-U_c*Gg43W#kf(=rXE;t@&?|l4oaJbQGRu2i9%b2DW*+ z!LunKr8eLzP1dKbnoU*+2rK2}w`wk;*GupMg^6QMR@1R3^Izf}csW>}eEaLbz>ObI zcSUmdvYCOxHKUVQ(^66j!p~o!Xb8Jsq?^?KaltAjS>ScYs$slG-L9rQkJE?T`Wh8c zvv874GD1v^Ty5&vg`Z-DhlZKhbmgnPd#=q|eR54&;pi9S`JnYmru~KSi~fiFCauQb zE#q+L2}jDgc2tzdvMs|1@+MLf6GshX5?SvmYR<}zbeNXAewb(VdE4pN z3I;E$U6puSzO#}x`-IDgS2$ze!)wlQ?GQZv`!_l5VGh!uM;ZYg6}#eZ+1Gr%Qa)Mm z`vogx5TFCg2k7s$5YF_P#X4J!AhN{=6Bge*25BVidC>Xj5 z^^3^0SLJNTnA??mG||RiyTBk>Qcg-eLD8GR`)uq~$ZH3m5;oSR{!}gH&g8gl+4XzX z-qP+})r97Gox1)F@BOPqgw9QyZxSW)Sgv@p-0k-MJ%{|&?Q69ol`@%Q4w86MtcHSG zmD&v z+pq3V&FeEQRM0#GR2c2h7c$o!xg^fEGAdNX)5R%=8)AN<-kPWqR$GXflc?3G$EyS9 zB#bud-v(l#d!@aNB+Y7KG6gr~){caUImG#e( zXhm=+L;MVHYrU}_KtMDtX}MtX?vZZM0dvP^w!N;sfnfuA`4hvhJ1$y{AG8DtQ9;;T zuHaskquWbuuDh=Kgj)eyx#Iff zR(-eETcU@ruejA-7WK5^SVB%^UsIlfoqxHtrD z`AEm7IU*5P^>q|C#OjGsfj;XOn;)lbTIsJdeSfU};LLk+{hQMB?I*bpHn+;%u_-Bw zWVko)O1N`Y^0ZxFtD{r&)OZJnL$NI5l1Uv`B&}%DiZ}8!BmFJnV~Giy`};3S z6&hPoIpUDw-IWkmI%1>v>G}4R`7O1qxY#9~FIVdyI{M)4SuQs>>c(egtX{%CD+xL8 zTbujK5o=0iv`w>}3d+t&qWWYp9KyWMc8(MPQ;I%Ig)XmY zq%u&}Sbwl%szg)Sp?TMxn9xN+J|BL}$TynLyI)-Wy>jn;eNW!xSikeJ+A@@$#!+%r z$ni>3kD5`H4-6psg*ECQQknSl(i51sJB12F#pHU#aC_C|{ef51CqKJ9a|16F5*@Kd2>hKAs!8Q&M&pAA?bi`I z`dz@Vu}A96r>;-kuCw%(P-r~%M7pjBY$8{U)%N~YKx$@T`-YvGeVG~J#Jfs6H|KME z?tfJ4-7NQ%kfGni=my^BJ2j}!nx!3gN0=yST`GVc?XdyG69F?-~6=%5QH2 z;99r2KcW8OE(F|85Th1}?Fi-k64d~8bLuM8;E}Bbh^4V$b=j;Sz&pcSY>1FV&ygk% zO;D(=p2>_@5HWR%&EQ8gqsJOMO5F(w+BH5n&QWOw>&u3su&)7eP%}_i+ti*OX4t2} zMBZQu=b!a-sT?i&PGt7vj1wU2V#A$s6J%Z5o_UQZqI%ZLc4`8DNyz@*LX{5>XO1~u z2SS|u(K09n~72` zKk+q!n;Wr{#eL8hI*|%ZYOER~IT<^M>uy9D#={`I6iTtJSEWnZ;@AD|y)N?Yd_4*12;x2*qEu-p3 zo(N6;fQu@pn^>*t)s~XoT>9bd6VAeEM}SdK4XKN}o_LN-5xvqme{)H(`rx_MUK>{) zz565Y+XQ4c@w()cFvtr*L}C_Ab{7rAsZWSfRg~+|9|ifM?TT{Wv)jx-mXFF+ z4>2=<5cdN+9xw5Hon(|ItUi&l77xQ2yjoftlD@4?MMNl3W~i97)4?v;fZQkrD-;B-b_T4D#8%I*z5KF>*dcZ}>ZDof zpMQjA5C!lqE9CoW?=aqzX~#H6swm={^*aw&L@4s!F7&?+II)Ep;u)PP<@0tPfh-pg zCk&=!UQascGXIikvjnfo)tSrClIX)Ly0lUuHNX6iWmXXq*^TMVBb_f%aV~bjn=tH= z`Q}D_rrX?^5JojB&zQag3%79y0ju`wOQVG-pdOUnv-BORshWxBS>~9Ol%&bF^7Fi9 z^J|cXP~|8}Z`H2e4!UkTWQ6&XI||#qGm-D*M^94X`9iV9<=AeM_=waSOdEIS&@f8H zdyggvon&U2xR%Rl&RZsV^jO}V&u!ixyRD{jYsF9N`VCUFj*KRVyHkLn*HHwQ)#uI&o?2dO;Qi_?khT9pB9F&1TBZu9Z5 zL&DXR8W2b~1-$%IZwc{MIi=yMyHQ}DJrtc?mY@R&3-g{T6keOJ(D*}AYOXy24=mxs zB=CZ7593JYi644;NmTt_q9j)PaX#l?IW?|}QdBAy(4-T=y%szS1sPAmn*QH7Un1@q zIl#$aui0l798d&yyR)UpU$XG?J0vY()b9HWT5+)*6kus9^<=$vGI7kTv2XgEoAar^ zMV)9qKPU<9R4-HHOh#6s{qF)k#}+|NvFGlSFj<>&?-52xHg2K)XihQ$7m+$dpR_^1 zs>JmKBZ%Dw`%cv$F)o7c)q8WmeRSoUczn~*B{cQ97`3%HJ>^<+*Yf+0ud^OGh7G!= zXtE`9prp7WwAfI51j8DI+}G|JJ!U@h>+i2pi~zQx1zh^NI-hN5!GDej@Vxp;zmQcY zUd8xGg2R!)R`R6{MAW3>$KMyPoKTZUqtN>1^g>C0f5^wOCl7g^TEc|;<3p3iv^VOs zL^43%iSRzVL~(tUmR!zwG;`%)9GcW~;-E-0jWsiUy9#fU8<$R^ZasM&vSKQ)0~+5R zcPj>=HcwlM@J_rG4=q37?Mx>Fpl)_;RCzn#4Ezci0Ml zCvf+%*XOtApx;~vGhqD9)_c<51A2JYPk8OqBJPXBp=37iM3ro7aX=-Ch3gDb+Ie=D z1UAis^WyGfO4j<8kpGIBeu>=Lsue1|0i>}j>oz!VUPE1B?c-G+na)KMCsM*cEd2h5 z8#D6k!m$6uG$jwy0}6LjRCst{>+Bf<$ycL%21@v4C+l#edu_?ubAnZmSN-^ePjXJ2 z)j?>5Tom)G^61f=cNaFfAWhbId6{by$vJ@NtcVNKWs$a44^nE=tG5FyQI;!S?|*gg zmdS~S8VR{%v)Rpp?D<2Tg@*-%jUcFT>#0fr4;Sb&zHsbmMiD_V7+wGytQ4l2->a>aQL1JSluzARyltAmrZZ5)t9hRu0S{MNjhh@G+)1lz zUw0;yej>1G&zQz<64s3}k7Amz$+ZEo)+)U(w|n2+q&rF7GRKMJtGA7Af;Yy;D>{Mm zQ6pB55+XLVBo#Q=d3pC8>LdYfX?cDA*t$}+mP+j&kRE&!L$-4?QNP54ynk_PW#$C2 zkV7>_wy0Wkz-nS=CLP8;sUYY@ij-o&B7sR6x2|eY;+g%hXgZMfkF_k`H<#cCRVko| zR+oIUOYjBEL&A~%lRO^Cg%%>e>H*v{u#4jmb%+2Z4+&|+Ig_K^gYXU5B0M{Go>&R> zWw`!mM!5^9`F40VPK1iwtx6P=$jNB3eTcijtBjP9=LJ#?1#S=0dM2@Y=DMV<`L20eh`xPuhp94OIhRrd238);1)xHJMN;5DE z<-^O;Y1Jq#2B2dR)yzXO4bzsdXAtQ~f8Q3UE9rWPJWnKQLl+E|so1ifNDH95~`&g^&# zzsFhk&!GFPLHY+1eM4}oTn*{Bs7~S_IV=N}tJiI0w)vW_-+5^_t0$c!NkF7Knao0- zo}WLw&8#gCl@TGufpr*^HOUl;3I`lKL+54)VoR&ljJB_sj(^#2eL&b?y?f8Ad-?fo?e940 zhkXHa!hA2C)dK6<>`s826|lGr=tkb|D8BF};}8T0uD2=JL#}>+$Qk?FWQt*n=tLMh z_oC{&%IJi$oDuNis#8<0Tw*HL_~leG8>+nyYb~sjEOxjJ9{NGP3Ie~E0~|+e2BlkY zH&_wveEsNaeEL-IwMB{7yoP&1QGHuY)deNEkw$Pl$!TEVjcukQ8fAGVliG9j#E-MakSF2}7h6 zq=H!gq8plyT%(<4Y~tJQq&10Hd>FDkw;vo*@4x_RQ6q=5FClwH1HPn;PuPSzhCqi? zG%`QFN z2*%2?L;gR-uT~T*GE^r*7`dlZ2M>T8GLRX$ZgvjU8)NBe0Op<&9q zjwxC$h6k$y34nuYJqRSiCL{|}BsDf6PqHJ>)^ZjIW?1C9mB1zyL}{9Ab0o2WEw=?C zEF+yeA2(jUdMj;)`?o6_wc;zKWyr94>Z$Z%zJE3N%D=$4iVOIc7-s){-hV&#f4OV> z|NSDgSImd!hnF@rnnuhzp_2k9_q8I7^w-VC76 zcAz1zNuZH^Z)W341jLdO;deC6Js(^`pZM-m}hn-rEK=#Ap#5o}IQ;5P2-F#># z>9*wjssIfbge$a$;fMEVq2JZ6t}gmIIV&S&Zjw*OMIaMJUI(Fja8lAB5Xq)U%p@Xv zC_%-lbF*-sJ>Sd3guUs>sI2gZ?NWqE7H0ybnl)r5;C&46k6`dX%teyjs7@OaKk3wn z_1B60BVc2iIXb2I2I2*k#9Smf4z8F@q5(=y$E?ZnGn9~4aJ1r=euC03!X$Y^(B;`$ z_gWvmgi(ZilUZv4;(`d$Kp(+1={aY#IGnT9Qe2(i{hA;2mu@-3-)SnVl8UmPg zg?^Ub)LS(#8gW&sy#NF-DqZS zLSWI-$$oZbTj~&wAh79McB|ZrUzb^4C-#UWWqz3h2=xq11Jx-Vxy%cPI2C+3bdUB2^{GL1#qQ*cDp(EpL=bpOW6Qb}v+M|v@byl4z3H?> zLAh4Kw0sp7uOFCI;Cftov6#A=bjyb#VZhZ3KytTe&qXz%a8g~24!`dDoSNP6cRiDW zW0XO~*4|C0677m6hBc=qCjuFD=C0bjp}$aKe<9!PBcv{xmax_U0!Rq225gYXi+JKDr&W>4;04p$+`GE|S@P~-uSLz0M zFT5nED9ubqB#Sdlnwna=aE0tf7!7q;>pyx?GSVOUdbsJllyVdSIJN*fn7pJa47Aia zL6_Z;-B7%%iP(2fbs(!(?)#e&$Db}QuX5J@JF?TpD+}`#!cjplw^u+F<-8?Mg5(zB z=<#kiWK@BG%!h4kgjZ@(fkn){YgH=6GX@VD@uE!10w=tCqUu+4w`=&M0qesXh=MTXcnqTY|Dmk2Aq`)&OI zxhjU7#!#{!#Os9TZCa&p8OmcpK^b{Z}+kaY!agcN%SRBpm4z3&XZF)DywkVQ(vJ*%&wjm}MbZ-Sp~&dh*I(Ik^Tq2ct5uaqMp-Il z839MHHQ4{mTHS~(n~Cm_0s80xjwPxuEX7$SCO#l^4-Qy;SlD15ArImK7$tDN*WDHn zW0Go14ih*Ga?o`~O&X#{MQ!pE5I@8YUne`S6B7<=MWt zxnsylnOvyo+h9`9qIgCs@+S9`JwS4F7Fu2fPAvs{bTcm6Pl=gMlDvT!mwJe(0fyc- zkT|cgLyZkntQyG7QN7pjD<^TefG@RqL==l>Y9G=Hmv;=c0tM?_WlVQb9t)=3I226) zB48(VSm?ys08;9M9-BjM4>CORgSqrVrH{1nj!w= z;neuiu2crK174`PWfWw5@*g+)PfggtN6iX29ZQyRqL|asmqK(Dtktev`8g*+l^2ZJ zADKu;HQ^rGeMdLC`Hl4{y3ZXzJU@b|v-kCf_d0lbd>D#^b0k3U1+*655o>@6;y0o1 z8K+W9Wx<$f`efkP(cP544fxw<4%oO~&`?=3Ht!zApSb#aA9@$1f9pU4w;!3wV$} z{(SpFi43QIH(q)! zZ6XrW;Pin-$Q4g&19JgbUPOdD`F+YQJRNFNCH@sC$<+Qe)pgIVu4SqfKH`z?`1=7I zQNSPwHv=<2K{b;7s26~o0sK}i+};3IF&8kl^3=5HdSby8YsPzQ)sr&+;`o@-;A#cY zA>@gE4jH?u+fd0=3H`|&e@Ed-m~H80rzyA&C)=8l^iTLEi!XtdY$-t>S(kYWTnuCm zU>5mJgqUU@d;1t0^aoN#B41~rCPUTdcm*93HocxGsHp^I9fnLa)NJf)LSfsc_xzIL zjO|yPI+x-!#y`vMy0RxQbPuN!gkCu=haIS+B#NR*8^tz3#iOW3716&!hKcIsTQ>+* z-pPf2;R2<^8hULhx*tQ(r(=zeanP3#4NYIpTY!)2S!HKNzuvs~!szum_<5`Lmke>Y z3MN&Y`fsV>|G|$BE}YpjF*?M7s5?fAO7N>yIEKKc>-c+eZIVHS;uYx3Lj$Phj1Feg zzbCH|`*vF|@F$Z+U0kp-Y(Ih5fAs!~ofI3%*|zT{U95oVo*mob$@mSizZ{z}5Kj(m z(zGecAaPNDUI#2Q_CzR%n?JbwZ7+Rm&w(X*n?0#j7lFbWl)5Jnx=Z!mU9otCCijo* zg@6=A#k>i;ajvLMNyvqE>2=sFUl`@&`0XDJ0)KzF4U;sFe~Ps*bEFQBTF1K=ihY zXZOfKmQp~;>`qEG3~?Kn(CT!NuwL0&l$Qo;3HV@c$%=Ao8I^be)_O{A1)g}C-@bnC}1ncUue88h(DaFl>ZY$ zCOzYxjFttWP{Cqej=>6~TarPX%q=J2n0CX?+h9uPzp-`6{1|F*m8n#b;mg#(aj~_? zdrDO3k~@TEFa#f^bDjFiu*W5z_6`IhYp@_$*wH`4>e(fvQ4&BLFJEeQ^cu2Lx?T!D zINinFp&;gf7Pt;W?`_DI)W^LVu0JiHG{|!$U@Qh;yJ)9$f-E5evWMDkfK$?b^2SL8 zzDvdegjqiX%KKpmpykkqS=7l)_7zgS5JqF^5#vWcyqY%JS|kSIQFfqOPWsznurxxU z=|zyZUBxamaPEby!=~4a2td-%h6Y+1H})@?6GIz{u^dd?tuA);<>fMW?ncqE$s z5J$9GZiriZhcvsWvC&wU{>?xKZ;G!A4}dRJNSs6z<2U9c#fR{}OK+RRYP@RlOO!>c z7d1CfcQ`VdHeNVE3yu3k)NFl(2<$tO*P_k$6O$Q}BNM6CNu5^Es`(L&=`v6vVsw*a zOM$ujEY3#~Q3{agB?(g;VOG9B614z-Oa*{7`lEtjUsD9{u*sQd+`~|){`Qy+Sm#{lNbNN|C`R=@kSdBCtqWm_N7{q=eo0EZ`Ny#KIz&8Y7bwtA}BLi*S zhnjQ9u0(b%GNBTWB~|$Opc5E8L3BXU7lpOMg1}w=0P-*8r`L3N*}z0SjFIsYp$=>^ zK#{)yChJmqYGn=Np(Uk|P%;LX$RkQ>4}A2ECHEsaTY+$O$gOnq^<)4Unz4ITnbZ%& z&8@4Ix3z3(biDV=$rI0BNHo!w-gLG7**Ery&$QynCrLh2tQjj(3<(I3LO}C9-d&WE zEGmTIq#dp-UASIwG7C3;c_VuZtCWxtU--YAXr<=?PPW=>0)SGR-_BY71x4&gLTJVt z-oPiuch*QHn58#;i(@*mXez?rK2-x1nNfl@To*qIq*K%2bRMf-gvnFeOAjbn5R2Ur z@dPb^iU6N7;1azYI#8!lM#H|Kg^b=2AV(I1rkflnpgVm&j;}?+{K;fdX+-vMayVJT ziJ57SEyn)=mtKbUMGJ?#4b*dS8|~M44oUxfGhG@zho>e+Di@-P8%H;7DZOsUAqr4= zpOM^*%w!EGkSEL&n062`z@M6fd}KB02cQVkpBZ^=s=WwTomygr0KgziYC1Z?+i8dj z$=!sZq#$kRxkE3hB?b$atcWIS=37DwAkDJD5QlZy~I4 ziD8kV?g?u(VQ5-e;2zyH@6(3d`m2HLnH8Wz{ZQ6+0Nz!Ah2^BxeH}xyAp}t`(Eg{o zfy`a3FS+Z~1&b>lfCTNDR-<}U50O0tfs`^rE{b&G_)9=3OQQFNN)x1k)b;~Z zGFezqhW`wL*FyJzRdz;VA2!Yr2)VLUs; zs#Z4RqmAHQc!Bt~a19s~RVHZ_U**yRx>1EIhnQx{WYPGV#7PuKwyY_C6aHmx%EmD< z?L(Jkj>k2>Hbf(q`rU}EK;ym1-|{$l7MRqdQn&IavJbS3HIEFy#zmD8ufn5H|NJmr zmaOqlaq8u|eglCTnMB(o@3<&7e@i+aHGWgW zOa+ZFK>(ZV0+^?;NIgf?@*-Bhl&*C~(ksjuAd3g_<9vAvjQo0_T@ALRg;*0kSb-&a z9~ULwf%)zZ3I&OJ+P(ry_FUt9Bu4~s@u8TaaI0$>>i%ZBj#I%_J8ZVWt}Ko1PZhzf zF3ngy&y{b~UsK4dlGt|P!>FR~%KOxYaCDLa`NsD8^jp6)OhfZ^30Wi)A zZ_g&EXJL#^Y{6?^ijcLxHZHaYyB0q+0orAD7hhRLKJan0vz8+B z{ggzRwb8QaWv9~;ubn=ol~>7ufG;oN8~4 zgi4&(jcy%Q8{nf!Vj&hV$DBU%urv;D0dX&!;fXL!+(X~ZgaF{aDJO2{QAE?#`%?)UCrx9fdsj0MF z_x|nNC^4uf6>~4NOfwVx*r3$?v{|rX|3J zU3l<1EP7h_M@aR73>qtPK$VX}6#?`qwJ`7)>p=!;FP~lqD-J4{Na9q;S~<=el%Y}%lXeursJa4J6J<=6+(FdTx4!ND0;mCG2;1;$ zI53BV+<6E~LFyBoy6%*a2-p%gd&~JSpB=c6vW_4DdANbH!im3vW~!ZFVA_=g2&xDI zp443%d?3MqUx=a-lZgp2Ch`Au%cMMI78?6O?E{DjS_t;(WQwPf8f#Rn{>x+B^J0v*`Eb4ra)5l=x}d11bum9e{>0P!6WIizJ^F`8*v=I z)vjQIn^b5~YY_cC`6NIrUT_k6qh9e}^V0{>>vM)g`G!MmPF7oX(S+maAzXNcGwM~a zJA266jx`;H0!f1J8H8(wo&Y%os0r*yKRu&h#+lLYDzKqRC?MM*P3YJ^@xQhN`?zM4 z*Yo*0=+B)vUIoasC>q~I({EN}mP5T~F{mu1b_*p3Y-(f6)#N;JCQWMpj5TLW7k~yS zqgHX+el(CydU|Xa#Zk16LG=KkZe2SB7m`XdqEJ{I|Aj1Vf7-@50794s6cG`^?w?b0 z6^570{6+)-FNZO_L%hVGgvH*4vFJNw0$S&k|#@F0I$uu5LM_JEi zdk=LPI`{Hrh-B)H_oOs<>Sm5$+IbzY9+V`=g#tR_#rs~H$|ws$fquXAO-t zWVKz`luDT_{JwAbD2&e4uwd{_!LO{VNGWrsTiJuj5OP(7u%N(5kU4>R{e+!ckfR3% zU=Z(4nE(O8;?Ic~@WVF*_WcBZ^a{+FWVNAM)kMVT8aI81M6;<#9^J!?63qWFw^S!v z@Q9pK;{!$sIvc9WcF`3+mp-#+33ZBp>T6PF@*VFPeLy~?(4N8>5RV+is_0>DebKl$ z@fvjx%6`6|o08Qa#&m%=(1z%)%c3X29inE=)ck=`n(pR_A}QnP3I}nyr|5{%v$Txj zO#XGL4H%cX!s0cUd+LJHESQY!_Yop$w0o(VKyzxtV}6+{DfzL>O*4r>AVTPWqEvhx_PQ^=3Xn)q)RBpZtBDr6mn8X8?-b2k<9BP&paP9m z1OvAoII~Cl2QU;aTMgLMuSM<0tTwXB0j6adl*2U=O$~uemlr#h#Tq6xsQ-cqRbO(| zB_Rw-Ty99$jAlmznb$O}kOPcgq1V0ZKly5lzyF)B_T)4RA|VVy7A1yiM{K#5--vn7 zv9$rv@4lEYTrZJ6i()p_kaViM(t~dKHq-^Ofj`X|mwCH37n(sFSQI22OqIn$AyRn& zv>_zWSiGFQW6_vi@&!TcJw%r%tAI;ffesS#K`=@%8SFYpz&ca)zpS#W97;w(JJ}HB z2L}C?*L%<|`lfu8IvY?TkQjVYs93jY&}xaUU%Ej#+y@*ED33Icd_0&SwrzP>jTZj~ z?|%)O^doXo!vG27vk4%-oE$U&fSJvXD{}Kw@3C8atH3U@bDRLH=UdL4jSJoLkG0it zvQTKij98Ui-+ZVl(J*NouIe(X2yGn!dpI2YbAm@>Shq6R==XjguxsC&;=89bjw?3D zeLxvwP24IVA#n#ZR6-F@f^EWwJ}%{P?`yc^l^FOKI1u(NU)@gr4H(sqd>!v^oE`xA zB+Ml9Ij!L#Cu%`tPmje6lWH?%KJ3A~mivwDcEUZ$8}ZEp801K&7z87x%5(wlZ1-*% zv%Hnn1l+@7=&JGBq#bCmE|JiQRKpvG&WQ;_-L-=U88He_LWap7M2%r?0V@k8Xp{hB zIgl8Q_fc{npEll&Fq0shZap=#ZRMcu_z~-$I-Y5WE@nNT2;sqJ-+X&Bja}f62lD%L zONdWQ*H*%CLzF)M^^vF>9)l70=%bg7ArlKI!((pQ(5lp?qm*9tDVt_51?5|6d)#$i4;XZi-7lOFd6v!40jF9Y}7{x|3 z?$`qI)l^538^kEV817)IXQ|l;gPWpBIGC9VN=_tlp$TK^Wffm)l3j@}Jb+cy6%H^F=Kli0WFL#e zMG2H|pKW-68m~#rX4Hezm%*4be%ln3CyH|9;UrUDAcM#paYhMPBv;(1QT{HR=v2G#nZ&z%|0mH>h@+_$VPH&eqqyYv%^D>u z(8myo#g3xLWU|mDb0Aa>(@;1>8zvD3+HZ}6-1r-wNa=+Kg4G7-19?^~pMQjPw05F5 z;HD&{M*i%HMnDfY$*`d@O_v*r!6b*|IKjEbg7LQ>U$KnfVg|2bCD-x#6 zD@4Q0G$ZsY;-<{iZXI#LkKwKt+Ot$T03-H8JB`krwbo!pdDO&|e<(O!D`!VcAt~i( z&xrv6+8m#I*5=^H`j-=>{aJ4F#?KwsdC?f5FDufqxV&6(hpQ`oRO?lg12O<#+^T>1 ztxNt=WdEUrT3YnUT4lIP$Uq_Nj>1Wo| z+Toe?3M$=8^uB~R{uUfIc)qf*O$?DMQw1(T zF9&s+n@gQEqWn&pE{h_R|8id9YBUdVW{c4g@xR>xZb+fyyYdoV^<7=>IhNXY9veLW zkER;uUMLnU2C&C9%|Uvx!BLA6ALCbngfmK@@8y(*LEI)bA+w8u=sufm@pF~moSM$^ z@oDM=*J@@#&GmVx||#WC=~Y-$i5kQ-;VSL&iG3az!iu!U*BB z=Z)ZbYQghFV9hXDL>H4R0v}Hx8DB7cp#sulD2f0PCJ7BRMrB4G<=7*uqps9_r31Mf z&{>Tds7bq}(Oa3d+4ePJ#Op3l{q%fk7yTZe8=i*ffY#Gg_-Nt|2A50hWfX=wQP&SNu;lqTC3Dj}0dJu1t&((q|nJgL&gifUr@+Uww$vnnR*3w#KyMyL1)7&p27KL>pt~0m-U5KK7 zW8(&a8Mq4I@rJw`%^5eS8sq3&^HRYb^8K<0+%9cqC`BsD8C zH)KoiZuC0M&2IA{?<{}z7>(ti1Cg&Vv*KRmg+!LFgRvyFhmy60`oGY)r$a!UhJC5j zd}~T=q%`b{i{DP-N+!HyaD$$hJ`u=3v2H|zwSqJ@Ov&sh2=NIa>-%zyr6=W*roqv{ z$izhRq_`$0_Slj7i8O%Lw2n5E$7Ps*!-5%!i@7087R@QAIc?n;ed^C{?zmXW4xw%Y z>H|e*U=>PfGVeH~3{5rU^?wfQn_BoLt+HHu-T5=Wsct`dP(SGDYB`4`DS8HWqH<>T zHSsA12}dqFn|V7pW*YXI{Fwaer%Q}=t<59-3yTIj3rvn|SnH`Ov@oDlb$!Q!xadK} zw87?Z{Uz zZu~esLd|ytCIRiZwr)pNkLrcB-@Wkv@aEBUg9N=9P{4M;RD0Kl=b{$0_ky&T&fB+d z-`8h|fT3O1G*r>jB7`(ob9&vKKQNt6s8tD+`FEJAa0w4;jfzU6QzQhF7|gqm*N%wE7psPe~l);(|LK`8bYQQ4!F+0>0fg2-WsT&?`u<5np;>LZ!cResB&`A z*2m?4oM(l-m|Iz1KL4Tm5|3remI-b-CV)J9y5#V|KO(+mtotEUYm4Uq0}UEKgLRHM zT*AWims!|;zoFS;4b-4l`JOW1R?Z9geV(>ZNUcq7M~NiVy!V)YmS~Xh)f>C-F{#q| z#=aC&QJ=$~q|g7h;Kt}s_c{DNiZ@tX0;iC-w*PbtmQ4`i-@%agJARK!s#Vqp3*~~1 zfhA`U_HQCpJn-R3YXoharmn6YBxSW)LzLcQd6?W2)&@h+Pj z)K&QX5A&U!`(;;QD#V%JCIcZN?Zyh&A-du8%=sFfPu70>%{AN)^NOJ2Pof+A{QM5e zhyT&kWPwiGH64}Fx}8sM88sr!#{P8v+nYfw5Eq)ecmHObvaetqfao2UyFo)#RPXk0 z=6NS1W(0&(rK8L~ucr|a5%GI{y-AQBe(lNP9N)1M8bT`y4kMXFZj8lw@LaAT#FgN8 zAXuYkwJJehq@b*_Qa420WZlw>8)6rRTFUH8GF-QA9c{SpVuKJhH2RtglKTCTDucl~ zbU8Spf*1Aq{Zrz_^XIRXhbw6QI(Nw@ci^PeipSsmL~s1y>>Z!J&RS@h<)1BwK99W` z=kxONdKznkJA?Ev z*KQSN-8+KHeyV}GjeH`c3ty@Q13RPnluy=!$Sc_lq6J+Jbqu<{nB`GP1=LF)g z6z#2gqaWU@|91ZTH`n5Xtv8*fh76Z1=Bk-ybXKi#}_YbYI^VB5oF?H;eW5M}1(b|0s<@bUE>8l*99Zp+zA z?*@^(_9hX5G54@C&0JgSuJt{rBJ7T0NCpvGP*iCd}*lhX5YXg1){! z+|JK|fr|xhz*c=-(N(z2M&?A%tDo_UJ$@JMzw}Y&H%sBy-DUQf?~uM=^O^-m!LN|~ z7SbX`Sbp>F-7g@GV({&VoMAcZOjGw|`KL|^T-OrrX~>*+d4=3IcxHwQN*@SghrYHi|`P28#8+W+xQ1Ie5*B?*~{2FZ}xD!Vf56eW})4G1B2lxWz7%CM2A!BC8I7aoRL4%N~$ zh3XiUTSB;I1-(hi2nL~NXF;_w=`@%|S6ieXHu`ce`B}|Rl^UGgJ_v4t$t*Mj&`M@E ze0Xv0S2}6@?+`H)2{kNP@+sfzG1Z*ct}Q>jQTmZ{YZf*%a@oiCx84d~F{LiygXGfq{WCD1#%FEL4|pb2r6T zif%oqEMi@^Xz}6@oWAugAJ-dRzeQJT%W?(i=>Gh9HR6zYYB;f{*G*#_S|r-7K6(*fb5O_{5788Q&HV>X=nP=&)MiwA!7>ecXv z4S}g1eKpAgQb?+1%9))$pNjph$ohg^d%HNkBL&f(bd;MsTu99UWR!Qrx9*3OKbN7&4gz!e`*hbFh0L)1qO#F z*{fIZCLydyBSXi`{Q6!?5>9PCELw7vCmKrl#l=be_f(=G7kP(qJHKqu0^2Z0vRTzz ze5X)62cP6F7<;_L_vN};FX7~5o^3A+l)tw~IGLwHR}qT=o2#w@EI;XLXc03&y(gLy zy&^~+JII@Ng_aa9u-O}!J%|@(3ja`AXQX_x49=8>&*+iOn7VlzUcw7{h^`KL3|c5a z-o1<$c;Ysd(2PLWPs%|-K?F51u4uO9UH}Se7)t3gShi2IM_Y?AkqSLvlgC)MVL=}p znxe@p?91&4Q1_M0cgR+^bWD8*P)&hwz~xg&#@^3UrrCU(Ih zlw9y7THfrHYD0f>MyKX4gX%Ruiz+y;CnY60VAipBXB&(8JOKbPHZz{q{ z2cDfOvwQuba1LxV1?sZQ;)bx-P3BO!`&?ugNC$K2iA8XP~ty-n>sF|@Faqhxf{?Lgv^3puPY3y;BW&FKpRXog0-mR@LJC$e;?EX8al-CxgR=yevN?E4N+v3sd|+ zNhNO*E(74PmYju;+I!}yO4PRP+mo@c^2=8=hWd^v5tW61lH(O7mPwBLDIpM>eeyA2z9ysvgG3iq8{ zcZ|kK0r2(@l3%a1%6HsheKs8w;{^{ZFCD3jsW*ktV^pZu>-AzMK&%q&vdXEZ@; z^XA~Fs3_;QoNt$NHoUrW^QKs)rLxD*;e!PsDGfXBGVt3zK?8Po^Py6I=pB67_8boolXb*Q;RdX%3)Y#aVet(w$02Rym<1-_Sbyq;* zYO;1f&Wz}45vTq&L<#fExs{IM5Z~eJM>%it7}JI_Ri6yf^1dCmWqggX$;rLyOr(R0 z)|+C1j;j!yRL#uHJVv_=$Q22bS!lwLPBy-3v##Rr5Sj-fP}0DZ4SQE1GP zsV_}YN0iDe+{G_kAcbo35@7=Bo_(Pj9Yx-;xB8M6N6PJEuT4}s{T!~YRXSolR3cn3GXYF$8{`AAG>3cNtUt`C)Zc9%Ii!G!_V&n~#dz+UXwF3`{^!r1UQj~bziv()6S^K8 z+^EZMXCf`MY}p#@f@;Peg=+4k^?RrZtgM;;-oF>daa}~g^KrnTwtxccx)O;r$Ew*u zqxD;5bF*l1adEXIwDdXV`ni~Tn1{rz(W$3`~)4a&)er$@KL%Cm$t$39q- z%yM{s=%_}V8;(aInnySRLeZE$iq`dRoK_~28BlI#faT7T*TH_p}$G-&J_?RqZwu2 zzFr+VHDt#TszTYu6UO~-j{ErJ`N7jP?NW{Y{X0iO<&#)$FfR~vc9*RmL{U*5BG>a^Y^n>pOA;hQW+(E>^YoCu6%Ll1FS0pi^uw1pG6NhN3beqGM_t}|={0L6rAo&37yf<_8~HXnU9D}%7llXn z;Gp95>(}WhfEPOLuzKOqr@2Z_;dkr#=A52-T_vU>3U|phC(&WYIJhk+`kb$C>tz;q z(%T%I0)pAGyl-47;}};pl$i*iCyyN)h2CY0*p(p1{R?LZ8X^ot-1WQkZ7?D`fZ`Ao z6im|Jf}K^o5$N{5{*CL`W8h~PJlJ@Rf{MvndVE6i*p?-xpfjd^|3;uBLe7JVfRJme zg_1Y#sFhp0b}g|$;%!XBmNNW669xY>>(FIMvE@G#PnCxV!_&Q0!89R&Bz3}%e0(W z@E0e~^PmTyLv^fLJZ}Qtq#@M-UxfZ(k9dLVSym3Zzznd*(JO<5aGj~+!sf{B)PO5J zt?!C8zrzlYg}H|zQb-QbY-@}o!C+wKP_yAzt}!q$sP;LQA$i4=CFc)=ubL2b5eLU^ z)b+B6p5AFjQ~V}sQQuyFfc?NzRI%qxNTWj`h)5tQ;Q|-jeXa^=OfXPx4faN*gpqD_Icm zOs-WLj4>bPGsepDyvf@bO&^CByaw@0hCp7B353al3CjS~>#^o%pWHB*X$$|RD=MH%5`Dn`<5PT?_ zc+G>u!dUPruO0F={kRT0(R%D)zUM>hzK3v=F+fno;OB;<6y@aPI%0ft?6(I$U21dk zY)=J`wQu^qlse5Id4UM9UxUZKGy?Ncm*8aJFlOEz`{S$!QH9dgABUP2T#mxq@(2I1UV zasMNky1F`Vl|eKUs>J(^FIijjv=qBM4d`%CZVo(eB;mmTP7KS6Jx)qcpQD22lXK$a z>{rJXnD@zE)SlWV1=>B={+Da&=)5pMqM4>e-7z+$1W;IA{!`}Fzk2&4t9GTBZ ziGyD7UG2IL@gJ8UO>e&?;1{E~pGKvEh8Eju7C8-F-pg0yT!4F9mTIDuVq%O+j;8+G z$44Q#C9$#|>lYp8CzFj(53w-$pbB*&Nu^_Rs%=s=Ik$w9&zs!Ui2x0Okcg|HTy(u3 zlp^B-x7^1dCS*~lW^F2)2KPdHLA*c>zEjnv@aC7wZ$_c%hhHQOb?>k!lr{`umXut$ zJ*21yG(<=q)1Tz0i*ZjQ^Q$g~m zX&)Ybkp*^PJLCZsbjlR0Ki;qvhX@g@E@Y=sP3jXw?~fxq?U-FMtT+gklp!JtpjRLj zqH?Dn+Y{YrJ}BvSCmFEZ(=gM(78Mz|CM?z^*UPUcA(5}hW1$R5V!chX=gwIWs%Dk5 z2cyDMFW_u$E+{Q|CCD|0ybq|?{`S*Gd73;^qekxDr~hdt>4K_f z&}^!}&XD~=2u0NALJ@gAQp6?J@+(Qs;3)dX7=&pm z__B^klMuXRHb_?M=&OY*slR{!9-t_Cho-7nqs#)ItiHy@BjMBEj2*I z6JN1*9~|2O`wV+e>~?62G28pU^+)+9xv;Ck&1U(q{G*p~nK zky3Wu;ydMb5h$AmO8vySP3_p(**$g1O$uY__AE`DD)Ln}V>0iht5<8W-^j&6(|ym~ zdFUVQtZryr$>!wZdRrfjBSuqa+EFI$NLUjT7M8^@(1((IvRYb})NVabG}M{|1_kv& z!18{x25CCY>Zbgp=Z;J$f$9NCGEUDAIsP8+^S0jiA;VS;2N)cRs>az3IsR4WI;2Q_mM@!1r(yq=VK+guK6@XM8w^7_v#pr! zG~wU;^Grm_>Jx~2@u$M%X?hix7Q>Mmfr@&l-kxKxVTe!!5#O~$Xhbn-%`zlMZgwT| zrzIgK(c6A!&KcFKk+1f||1{GJFlvN}$N=G-DcMM&4i$Lb8o4>Ku z2yv@mmGcB2vy*TfSi{`MTMZ2js}Zmrk?1^7fPNkPyL-Y`rpf;Z_$&~3QgATbIjIN9 z3qva02!4zgu|`N9!$7+F`#C9=`JM^~(hmotvSgF#Da_H;Y+FDnC3gH`CohvZ+E&#hq z8bt+hTZi0UAj|joJr|T#Fd&HlnVg)QTanDoaL|#($`0y--0=Y(V58vBmw_cWg*51l znIu3qPc4f|NKLdqgbp`^Qg zty`(3tu3vn$OXN$!=nbj1|L*LXaY1dE&xD!4NPqI_<#ya$$}S+`RoA;b5oufP$^|; znyrs)inKAxA_!C6j)EIcwaAb}k-mU3{c&t`^d-WXS;={S04g4w!|l;<#M;}*?b88^v+a7G*s#vvEgsegKe+>csz+>TmlnPP*z=Z_i5|GvE>imF~ zJE_!#M5x0C?uHHgCAgxl-rh?Hm@gePk|$0Sf26NxU&E*-Qg7!}38q&GiiydixQ)Sz z8G!*RbI>q?OFkKuk_I>)-32W0w92-{hpAerva;8vI+!vWADDnk62epg{5A3X1or_~ z=jPf?SLv%Fpf6(_h951fMlIWJU z&Z!u2>oEweJx>tN`oI{|F*TC_J}M3^jM;aG&YHc=oIMK`J&zR8{~bGXTf_|As>0a5 zQ0YvP(rVHUoVq=8baInD`M5{41{Awc;M&9QBEofn3s z9)XK?uc%!!t>#>t59Oj3LnsMx4H|Ytt6e0F<06b`{~ywT5SE^C!rpdAZV$ZqGNqk{ z)%8C+^}YEW!^+P9?5(@?rh8~e2`qa3^Uf)`>xs|oL9jC-qg#HZz^H%~z^DdmSe))& zx^m^CO76GCAF~{Ho6(HW2s5!%Ui}&!4MzZ}K^%>oy=`Mb7L(}xXx!Wj#ce|QEC|o6qpueiocIpr zxECOcWCLs_lt%Q?RE6hR{<}9FZ;*0#cW>-DET;KP%-*Igp9=;fYh$8^# zI3}0X0DVmUM1a}*MKkHXi0u&Xnj_0~e4avEfqXm<7Pl232x`|>V1$ip0p980k>`+r^83D` zO6~(6cumt@vPfI-l)&>dUyY&Gq397(I%K|64Pp2YoFedRD_WZ|`gP*cVi30`kQ|#! z!G)ApR_^RP119WAWstV-_?&~fk znJWQsA9!N98fMhDDu#9?M+u!nz!kXHK7_hGnfA#|-(g97yJ-U?wiBSNh|&k8AyNPI zy9d``DA;W=jNVWce4SVw-|>Efd(m`;TL%m>{j)!KI)}c4I(QotxVGs{Dqs$>C2&;; zv*o!e>Yzv*vt1Y27s+hD!X2qk_sJXlYrwf5@C(ze=Z8nrGq@W8FO*{cv$KEL3y?YlJlQ8-Ms6`Q(8`1>H#W$Z)s2LRK^iXHRAwdFh5r_s6 z!@Jqy$dLq$S+FFO%Rgz}$Jf^gxVMbp!I>sfy`o&0cC1COH1(2K^0N{ATHH5ifgKH3 zoXaNeQXB;$Oky!`Fa}l6jx919=9=ro3t7MB=gkFB4S@aq{e!aZ_=oj7B8@~L6NS)e z#JmH-KWpfReIxc6N7196LNpMDFP5nzx5euei?XTDdcqhygM z2AwoCx5H7X1kLa2Z5?0w`MF4V$s4nSXvHmFLWz$LVQ(dNhdKGdSIMdn_;mL}32Vcf_HIEcA=Z z{9V$h^cAU{I2#DP(!S^A#fulU$>iS%SbjRwH?iA(Eb=21wz{GTUaH6ESBp-xJWYgL z4E%_Hx-6upP1|dyFTeMuIv6>aiVq6}&&a8+UvHjqkADwA|>=el=;xp@q22j3Iz!-mM`AzaM$@GYh)wuPy7w{Ps z@ria>wc<|06T6QePnBG726at$PtU!AFQ}Va(`I0Cz@VTA&!G>X-}7fqBL_HOpwu{i z2f1s>OY|q8kL=9vhR2wvp@4mc7&jR31C>nvZXX!nJev!N;DHIp6QKh5E{o071b__p zfo>xXg9a71Bp>%<^Q4)f)z`Uc8;b~r8UKKu0(D{`Fv^403O$JRs9Ftj> za*m$qYFZ;BLxsPGf+Ut8Y%ec-#*&zSG$l=jhaA9&ye&9; zx?s!?rBWH9^woWtYvq!joq$x!;Ql}y9-!-x?U6*9v(=V6c0lqeFD*65?IsgUj|xoz z*UiQti+lVDT>o;mmW`shMTzrM7DMBW)IRYztM~{O~ zVgl)ct3gG8CWX6y*6uj54QnZ5TkMww7nJ+iv$050l?8WQPW1wQAxdgE)hToEuHYA# zp~M@MJ%0VOK)qsyPOAn%)#D-@-XLZM1etm2cf~mg*)Ir-xOK%@!8-rh$N|@;R+o%* zZA0?f+J^wC?_(a2_DhW`>)hPjm}e$vxZr`#bwTnx_|dHp+RR}1pPHIVz+pMwmZL&4?c1w69){0re`pXb1xWwg z-OZle8ip;F03b`DB%9y<2C+T>;n@x=d*N z2NSguMhOC=h;=lyoE?A&EB6^!N^>q*VgTG30rvw?-!>|R0s$7=N9)3zj_Tn&3KGwH z=N5j7l=PU*IqKgE&?ry6za7G}`GLhJSnAd-iGY;mL>O{xAQFSodgZ*)9*kZ~(YZ}H zN9(YNaH@8UudCVFXU6aBQ7kXeNfzJi(M#Y_CalqZm{H7~Aa5iVJq!u& zGX@SCqAU?uzB~kaEvZ>eX#)+VG39n_6f|&d866)Fq;uU^rEeU(FG1+YVLp7(9f*{T zDJH9g6zEhAGw4=$jSHR}P@*mb)DFzZP=jmXwCGkglU3}mU%zg|QN68uP6Rk|M_)}e zTiL4fg0oh7dU_}-IiQnVMiKYgF7pV2I;xkfr3u{7j*&n{M@IvoW>auoJO`Ne!i}~^ z!BxG6CnSLt2sYQ6vZ#!Q=b9831s3{?*hMb^;!wJm!{D3=4#8oIH^cu0P%G#>vGvFK zvF)zFn3e#OcOFa@?Hi7%r*8+s#VM0O(O7{)K#bMc_tLV)7bD}$L}|l@SKgm|f8j<* z2s=e<%a%45`zL1*+c7JjA5Xds@boD>!m}E2a}r=KABd?e{_ogE_WSn}S%EkR_wKDB z?*mbu2gDRR1w%gg5SQK#mGkmaq<}0D>bE;MINVMMp|9<^)(-hY{nQ6#^2e|wJAHh# zSagEs@iT7ttvBC%S(vdjSqKsrG2y_K$%V(E!U5g&{re3-Q@I}p%?^!$&a{KYc)Hwp z*Dg-TTd_x&BVZ#y5Mb-EQ$S+|r>3TA@v&Hif(4y05wk;6F+{2H`RmtThkre2F)&B^ z{5(7y23N}hh`Sd~RPKFv57kCO_}hAnfz1>jC5e6C$x!oRsXyW(Og4yej5AuPRSTkC)8w{ zo>$`>+GW0MY!m?QSU>@LCW;yZt?-l;D_0UuV5Md2##tUt&Hy?W&d|=gI=+#Ue)7M? z*_r@b8*^N&$mv29sESq+y?y7-=dP{*ln*PZU@p0V335-JjDvEygj9w_n##oUs>ijixZ*&Sr+X{=eH(qyKI_$Y%dB%_NkOYApy{kJ;=tC z073y&S1ZW!>F=Gv1rj7I&bGI7ybJR<25O8FfP*>^s~EiQr+wRUSGX8_Ci(?f^#1pc zn``w27~jO2EkG^6EG-}?7zn9p;8a8EDscm$0BXUPR=e1aXXQDnlMt!8prCuR5#G`) z-}6KvW+Y5uEb4^+LwIGX;`Q}WJY7;N`6EaI4fdMb%ug4xdieT=_{WLx#m<>Cg0e%L z=2Ys#OW$7Jg!urAmy~jDgIIPRp#=b8h&IG{5Q~bcvh^zt%S1v3(i-jKvIL6?_zsEQ ziAn^b%ubkzWe^eO&6mhG$vAA0i1I#8ZE(4tBU5&F0f+7)GCjmkps_lcDV(!-UM z`~O+;1%7|+h-uj#~G z`TxB+hWrd;CQM7#NY1f>Dba)LE=fx>4059Hkl%=l8RSnF|9(J(30Ui7i8-Q{Shp_V zQdGj)HyG@L3fYIr87wRtxy`BEK?Ah_`cM;czjAMT7z=w~LxZWVt{V!yUZhdR3-@oI z0Q`~pWDzyBndF8#=AV5LB^Uk{6Rv>xC~;Qrp~7GL+k{D933D-iN0!f+UEJm~4~9F6 ztgen^*2=d@J;F@&act-s!7=8x)P{wBIp1%hoFB0D6gAv zZM}Q94`SDk!!z;tw5AMO+c{Xb1Ty(F!40*Ao%)Q5HxdM|wd6lMRajU^48MZ>{8G{; zwTWMsBnd9vso+)M(HFu}u{wYki3|8%;JdevL*U#;1n`XKFJErOCq9L%NC{{IofB{% z+Ty|9hzm#Y!}^ybdc-PXq&XvAKH1af{yaOp3kQtw&kWr*Dbj}nf+wVZ5-K>p3$Y16 zTB(9SGU4r)9jh(#AyP(Jc@J1IQU}7^B<$pWFHlHOP@3@i=dCP2ml8PCt__?hxO{od zz_)?qr$yH>72&?sM}=gfOLu?$8hgYo69w=}YTTP+pqL0#0^$c1Dws1&tjn{BceEZ4 zg<}K$h+XhOlDQY|F%s`sq0A??B{o=^GJrBP|0sbvrFnJ&Grk3Z3J{A38Pz>Hu;DDM z48#x)_6yTaG@M)1k#Mh@KQcFp-2kilTa^nCW($joyi&KG2z8JDr#s!p1Hm^UE&aEt z$Z+n&n}Pm*c{qf!+OE1=6U~FjWq_0{tnv$deT_SYAItbdnEkdl0b*&_Fnv|zBr@@K~zU!^Y^CA~W6+xDJcIApH0?^jV=I6KDfc#p0Y=znMw z41Is{`6=OM_>}!ueMEr5={i<^_Ipw<(zCXL$& zKGfQAm_ajImdpZUZQLnlIAt2M{0}<(rkC$}viU4bssQWE$B!RNN~|s3TAgZ1%*)7U zUPA>ixmM$VM}3izf76!des4q?Q^>Zx@cW&GJhtP{?5tO)G0@#Xyh_cWRPf_#>LiZC zXt36M^N(^-+y2Z#NInnrH%WdWFBoMGL_gB@aenT%(>wvEXJ=>U0HIr3p3L!i8_!uJ z685(lK4L2MJ}P&zeRcgVmfJNpJ3z@Iptm_$kSj?N9Rh@3MTV;du@pJO>K7Ie5s@Rm zfsgNoR@xbt1*t{neuY%MJ5`k@$+tr5<+^w}=ln5!cH!@NV(^0Z6(*7Zsh?VAJ34=q z1*Rg}1?T4GVqXIcWT9*-lI;9aRE*r$hr`=wZ%vFQ_@^HKuIpi8O+8{n#(@pOP-gDC zKJW`_Oyblb-&tY*Bi8x68)0F+8@8(v#$^pn0npTTSnmdUs=%4;4i=QXtHjjE{{j(! zhDAEoyf=`37r+Z8uMuh;#9Uc1YTCi<9jN&6)77^&WdJXj5-x}^GDI3i&(u4g${D-e zZ=T5}em{rGnDFStpGSf_go8)h6@uJX6@Vx?!(o<_R;AzqIN$+=cU56uq9$FdQ&{M-wwB7;T zQ%E3;l|3fFSYEMvqpAs+*x2^;xz)!AOVJ5bj7A7XNS@gFQNZX%00G_Y^`VQ+sK~uS z@F)Y)qD7BPLPAdmKa^N_vT#P=DvLGn=Km@3m94Q{NHFW#Qu< z$Ke}_F{A$7zsc9&nfA9iNvCm=4>B3pXZ+O9Fr#|bT**)7ks6P^$F^tDi9Ku(EN#Iyk@}099DtRH_53c2RKUN)=*apXfJ3R}%~9q-6AaQqyPO zg88)}B;gZpkXTtuRqR7oQpJCnc^jBmg=O_ZTFZhOgT|j5*~17Y^cNnE=z&Fi0Jw+q zO3YN+#7S`DARYa4L`IP5X$`-)T1dc5IY;;wguphhEl+3P;VBk!tPjHn^Bo7d?A@N? z9F&SLA9D5TRq}YHxj_@tOJKvn!w(Fk*0L1t1KZoXQ-l?>N-NX4U>}3;4$T+`!cu8gw{m znezST=j>fd&YqN_b&{kbTh?8X6iZd8(Wg(O#j-lWQmC42@AoFDxfF>2Z2(_lO306lfbqxU%1-X!*}IG$_z zz)~zYGijjpd3lK)6mD9Wlello=al6qRAP%qo$AG9By*VIx$xJi!>3SV9}%5cUzRGd z3JnNnE1#f~luXhzuH7Ax(%gx?JMrH;oNe5%W%?UtKw|Mki}orK?*27kq23IK!myEq z*IE60kq+iQsAA-Bj3C7v&Fw(6?Ze26M&T*g$Om5p%C`+v+n?Qkr1^4FZQk9x!Z>v+ zk(o)QqF`HGD5>-aZ;Bk8ArW(`S}k6VEZTWcVi2h(-|#;oP(ce02k;(jmAEFt8@!00 z^icp1>Hqjet_AA5O_8nnS+HFFNI>yvUmu_Tk-a91!C_b=E$aH3>8K&U(_oym(PGm2&zjZz#^pzo zvrtJ65(GimLT5Pe5F*zivIzVu-ci0xKKqr4UNj|(I@jf%NiBjyfv|1gZ3e<5$&E3! zbd8^&FXOLKzoZbV3qXDHMju+`rV}GaMn(p~xmlpV77h)v3dwtIh2^0D0yDX);r`Z( z?Bo`dh0XpEQX%wBZQ>RWFv=O;h!_a8RD3sL-t`{RGilao+p1K2@F;WcF%;e!*l@^p zM3j7IDG@gG4U76$ftkb-IQQuRl4vj(L1n8P<+^;hKv?jjgrE~+VA;;8znsM=cxS2~$~Y=CH-p0GSbprPQ@Bnke7+ zWw^ZRNnl-!2dfEGB-&Jo?t`{cbI?~QR>fta0UgMg7#UPAHMrsE%t~}3nvr@AG;TQR z_+6HkmVu=|5n8|1$h4_O?cneG@d^^%J4H_HO@YQ-+9F*RbiU^!VrHI!yP+lh#g=jh>^)^BM3KNOiuK?Q-J-%5EQ+) z#oZ46Y##Dz%H|eNLH#Cj(R5X_EG=xJ!wrSBDAmzyE@B!f?nU_$NnjAAhh(^R4mdZ^coUXt z+@Eas0x}B2B|#u8NVZUzyMPUAai#@%UZ@?;lLCi|DuCG9FG$XGR3_-SoNKjiFuc3i zOk$&RI4~SoO!JzP&xxs#)K_SB;efubo#G-`r(1J|AAS`6f`taB@c`oiuO2oOi>xhX;ID(uS1Uv@pa36{rq+* z7s?9oZUf>;09p?#_XMj^HHv!>scE@8f|<-+AM77kbk>dpN^W6x%dB|#4uljDM8lDm zjDWMts;lSC)tHfyIa7DdqaOza)BdaqPSxHV!x3HfOJa+MF1oMPDD+9>MsX- zleE6?V31DR_1Ou$?7>a1@CDDO!}_XGzN!3S>^Eg^oWE{Nj6i6~DM)wDh(OjKlu|^n zA6sk&AtMUEtQO@+TElX$oDh=h<_Rv40yZKw|v6PVYbBX zCOt?5tpjPOKpu=hmq?j-o}QfC4kTJ~n;Td<)di{huAAoP_ z=XINq7RPshSccT@g!^tL}bg7W`EE|2qa58zq-NQo=7yvq7L#?yZwJb|z zQbA%c3P1jB5o3}T{5sh}j6CJXg0mUCrP#RgFptK-Z&NL5>z5d`JDEjf492Y%uYOcH zRdD`H>i(Cz1EhnT6 zg|tP%4Ie^Ebt0+##yq1*?H!zB(gs3B=ba0_Af=O2-(!6mC}=v-4Y;z}k2R5hMAVZZ zNunhQ=}`GR2L!(wRw2z0g*5-a%sW$CWn9CBY)@Z7^WTY2d6`J`*vB3qy=Al|7;(sS zW{;e#Hj~1^ddguv-^PmnQZaXcfYRI*>bSaSSN%u9Elj&|g-Olg9>QcoY#jbyghVqP zVBZlX*_aI<>43UvJ1QgOoIC>Zmi14h$6GTCO*Gax@6rjU`R?y(lmJLkrW$_27Lq&5!5Le3Ly8Ux?y)E*^gmRSNpks688g2eip(d=_8o< z-f4@2l)`cP4pJpCNx769Z z61jOl9=s3k<1yFMRtAt$Utk)~E-=vtPb9^@`gycL?A=ZUS&U|nK$AEPcMabMT=2fw z1bu08BUTGxIvRDW+u;Or8Fh72!m45c8ONyhISOEW(e(#A!M$duv$fBzVI4X@7M;r_ zrXB!B2jGj~bTo)L!Z!ud9Qi=!M<21Mkn8?P?-7b@=wd_k4DtEB3ccX~vIrUs3)sAP zh$9|WEnQ1HyuLoH%ez``poj?ohwZgDpR>tET3+z|6{+!z6qA2UPP)7d_O@< z`KL>rM5^?*j}R#0CWC59>BXac8LbfR>hXv;~1DPll&m9FfD`6uO;*tjQ`i>b^1IE^@LrC{M?Xa_t^ z3#-4g#R4EER)@n_p(1Z1X?>BFMvM^wy`jrIIec{nA@w6r)&3Bz>teEtz-6E{hEZ66 z1Uyu4NG1AFJ_b2N0lh)1Ck`3xgy8HF#9q=Ph5Re$Ya9?6-MFD1lrQljASgVys`F5E zu^086&iFaft^|dGi0%SLg?q%&B?r}(bQrYnE}nu?Ow5U>-gXiz7hw3ghn0J)Uvo<* znUfbg1*sR86NLy}Z2e=>=%f)h(P_Al2)nSNH5Q#a3zBOQIMbb=jUYo&{#kTEhnSwW z&$Praf^fgJ+p8-aG>Dje91W%<8xUO)*;L*Va^V7#6VG=E`F9BgW2gDC z;VN6z8fzc0UJ+j|`X=z5p;Oyj;H3Z_<#V6HXMq#NC>$mtc|_!KL_P)o;}cw_wAJ$RobYi=q67_s=0HY35%~(X z(~AI8J&8;~V*bj^pIztpKwZx6R40`XR~^qW6Q} zW0SG@1vF$G!nfiuI zAkg_nNn3k4oTbx?&;IzbmtxYHZ<+SN=hr?Aogpr1iW@*!Sy`D(qrkhz|FyP?BMhuW z___vje>c(&9=aUa6`Kz3JHhYX=o@?q&4!JFe&A&|f>$Ag%6v`Sw;bl3MWN+^*f(A9 z7qau`CZ)69I@&_22#4zn!?RFM%9YM$WyLeZRgzHAU58MGK09%gU2LN!%&jMa#;hS8 zOHkZ;s|271*`e~n`@NIC6h-S&*kH>qEm=m-n&gQ0lPblGvq`2J7`b_7c?JGc)#}H@P(j zl6Up*T}OfN&kmFnfc=4z>QZ=kxX-VntW#h~-lkEvZ{Hr(&m7n=%LKXRV&BZL4CJdHSoT3gJ8hC}p0sfCET>}ejpb?Yq0vJsot}7dt zhrSiTh6DlJ1N&_tx&m+j*D)rJQ-X7a$mWG1f(?Q{O8Rl_q`w$yHTZNEkdF*uLyb7G z-3EG|87z%hPt5cZ1iCkNvy~1+&KXR21gEso1@?&=jlfh8DBTDR*wF&0m-kISl@~7` z37mtyX+WyW*J@5qh$>KC>GRO;ux*aoP#EPAK;0Ddl+ObL!AP>N%FAU9uSeUcA`?s; z%H~PHvIU~<5`&Ygu$B@|Kwi=`k!W5m&hrMmY)D3nrOYpcYJ@SY`@sIl!on^w-mq zPKqt_KGa1ly8}TNur-MyVlX(3i71HdH;y;<-iMI2>Km^+rMJoXF@Hj zUT@~V^bteWO?dx8TAfAI)YM+UIt&{emCRlGHx&WBnD-}EzujGdlFsHF)~8W89{I0L zMKe&b?P?woTJZfQH=?9jhRsSe5j-}=YH7J8*u;NkZ?)q$tX4>T>W``lBWhZGa(yTI zBS`S3V_XL6C~TJdmYH_A@>>m;+!tWy@A>ZZGJp+@iPE$JShSMSP1y~l6K%U1z_mrn znKPfTdPLwwj*3`u)#zavb}&&Xetab*C~4vq+nVe_leuW-8_cwEmkxwiunQrg3}9Xz zpFu)&>7+}+2)bxFAp~)ppB`9S;6*|m=3ONaH8*Fq20>3Ir!Z6QIwabGi+-EaHp^bd z^%};pyYU`&fL@r)no57cWOA<1We9;LDZ}O%j)~hN2VyG;9K6^@XE92Q7u7-Sr++$p z-i#-2%0|whys2U-?DLRREcyaEFa(951h&am6k5cX1e!w}C-sZZ<%dF$+8AjokpqD! zE>}Ce0>uLRPHg{lrjjviIImD5x?$)83Sdsq(>w49Y@>-`f=*Tj^(=*D7`FE)W#d{# z9Lem6bw^O$+(ZW==H6$2?KnVHKl5b|acrTU-o9rK_n~LU*+57@`Cmn;)s_xfWt(T} z(Nc0j9|YhM`wjAB~?p4b4!qkYp2^1)z(lA1rF^`sF^4rCAsuCZPVFY-h}!I*Cc zZJ*tY6j?zYq+|+Fu10<7z2`Gh`3j^JD!oG6%RKd-gH?^`gDtK>C zNf}XtkMbKDsh~K48-jE&ManM450x5J?b{r)9D!!(k|h_JUHIjB=V!GkGRq~!qmzLw z2kH@%?Y@q2C-nQeZB(GqcD(Qe(@NP2VIW>9KqE(!J+4>8zS#LcsO{Z@2^{hNuptvVoiu|UxWu%B!w-GPG8}At%uEL6l$40mcYp0hss(kW?&91 zS!qnq`m>wnAEglQbw zNsLw~1`NPvq0Q`$&=yzeq_6KWDh2y`F-08|9Y_V)#!2{VKp|h~Lh-v~@i>*L7Gm8H z-0w(a!3^*NgNbl1xw*TS;#iVV4aB7e0Y*EFYsr#Q_?!YETe4G#xsD9xQSfb{QnjUW zzwKCoUU{OlFCByn{3gPw9ZtH30RQ9%42L}Pi3TSnhJv3wmaIlmH&%O()w6pEOZn-mHrjsVR9ezTfPm*?WB zQh;G!qEUNi zHG(u_F#$^_!MyO1q6}7_%dkIc)n+@^UO~s!VCi~$ll{h2)?w$`c#vW5l)73Yxc2*r?EP402T%q?Y@b+}#@la3L6WZ$Ib{j`A* zA8?#h0I_w@u8MSUEa7@C1$J}8CMuZRE4K_L?S>3nefT$|>%NnxrJVq~D*qmHL;}%A zHW!!1&Xj)vxnBYYz7oYcxsD|fRwYI&BrA0c)}w623Yr2&V;k!gE3QnzXrQJ#gBhYl7rKKmbn-rjKMzQ*e4{`lD2nL z#|w~B%JJ?RKq(hc6jA3>8lD`~B;*$wco)GZl8I7=Oh2!i%XX+{M=CC$a2@&gOXSYb zR#7mN*zBY|u-Dl<^oa}L?ZJy#3BMq*aH8#18lQ=(C$p^%Z6dk7WQHqokYeNmny%(^ z9PoM|fS{%WRw$`i@RT|pfNJy-t(mAdC;>n*Nq{z(WmO8)K&qkF<>iaeyhWKi!M3P{ z&v@kP*Q-dy2#DydM3;{2cO$gA3KUTZht6b1qCfcx?8Kuc{K6|&UL(z`Ff0SrEgF5c zh@}Eo8Y&uc;wZ%BNTKi!7?BlRgA;+j)Z$!r^>%e7SZTk3p%D}!`eQL(3jGn~5SM$} zudd6vgE=yHKmUOI#zV{uY{W^MpFB%uI-{(ULKdSW1j$oCi7zD|j;#tCJpw;F z1^@Ye!GJ%ox|rrM?tlx2cHy-N6uAg^i1Cb(PMARof2S+V$nj z6=)bqAhnObd%#0^3EysM>1s#g`3KdvJF7#!nhcqm3yGFOff~5ZZ_15=Sv)Syh1gOU z_}C5cW);pb0Ngbg*b>3cGA?i@kd^YP%=tuC>MwlM&u2ClSM;T)r{C0Y}su<*?MWO+V*lXE*mQ%&E+gcfa zrq*GS>C9p49|&=a(4+u&@Y>3UWZTNZ%02(9>2SHb{~mWlTl8T*`MZ|Xl1j*5($dqSFp*xzyL<%?Gl{$~Nh=J5}sjYQ>Yo+HOTz>!OoBw|MHq108K>-nuP!eRY9DFaF6m4dR z3UugH5YuzN!2(v`zUZ+ zq<;fDio8E`-?7bm=iz#lc^5|>K6%BzMWbE%mbV822Z`gPUz~X4U%rFYp7;p}LZghL zzp8xTe@@RlwEd^oW8;zVkIBBvqyvd(@?{)8O+Z%d-&!tt%9B9GH6v4WA${$DcWAz) z{Kbn>=Z*TBxe`6NU3nY)PF@XUSU;|wWg{&Ipl2uYOjcaFjeYf&{onV=Y`L-x zrB^fCJ5cnbz(8HjKIL>fWhyWg?dW8%`Ekt2M$d8}I26KSPy%3jCTD5-mpi`)z71_D zt8A0kQu35Xp$uZw>MF_+REx*KiQ9-QTecv3^V~0ALV3VLN#@zj##K9DHyfgHa2p^BL2(aIZ4>kKpgdZkTUJ`)eN__k(q~NCzu*p~)j-8-!UqU}y z=R58|SV|ODZeCtwa{heY1`(fSDmL zQ6y79D+Pc+I)X+uGD@B_-@sIYp%;rtYJ+r%5sG90qVA{A)Y7DhRmyHOl7*czH1(feq3~P)f>LGBqECcBzBLQP51On1oA< zXUA7-RJuIB=grv3%7Hfe42BjvJ%IW0<(J@P!53sF_z7Hvx?LG3s)Pjrl288N)8?T?*}(ki|GzvZ z*b6`ihL;~=#5OQCXo-t}7l#aV07PRS^~@>6o?C;_2l%*ca4XZtpJFALHb(z;z+EyB z(p$f>tn8)p`9s&}w4>lT`cY|767bBR7-&E3W$=v{@Bf_#1{;ROaF}9iyaLK?xVMv! z@-o37i15&~heBJ7$?970aLAD)F)fOCc^L`B4)L2300HI*%t#dQf$SU{S6Mpq(b|I7 zYCiB61ptP;#BB)}{l-Q?yEQjp+EzqEHuV5}mNbnxJ@Mh9;pi(RJwjUE!(ybd3orW~ zf(k{9>_Gw9EA3-=Jm%cxs;XUBx}kU%r&v5TaTf3d5&F_xIvJ0h@(1ltp83X7b1s#&#Q5_}`f(_DnZg4h`Z zniCX$_?n%(7y&1SV1Aid_FMN~Mn*AAq2PLeWe}6}mt0%sg?Xj(JxAEMXn^aMejcr4_=g&W|XW%DG-+fvDy&om5UgvhM~L`{tz zC29u7lM?lU&?SH<_IOLA1OX9nD%TpIzY!D_;ZaG#M9^}do%R~;ELjzQVQw=Cyy!bb z4FLp!gu~uEAkpZ zBM?~D0)v7uHc^?_)@WFWLW*?8mpD`t#AvjxshZ+Q7lZOLYY-I>lcB*hbr)<2Ovk}B z>VgmiqYP$<0b*w$WzYqUV7Ex9LI5lDb9U_?(BH~0><_SfxqI)q=RD_mo+Gd(vVl-Z zNwH|}z`hI$(eiIz!QG}rvLRKDnL>BnzWMTGlG9QS)#Xm>$ml;BY`O*5z64UQa+u!2 zKJG)ZB6+S{;*ip9Trs=4E#ZiVN^Lp7uN`=}pfvEJ9p4O{a85wL2a<%U4s`aang8tW zzgKksF)mk^;0or(n2xkFt&%6Nj;`FWM9yhfBE5o)-G9RJE~0KrM#f|Bp-gsKeZI_- z>3^|yZ*b`;xC8dUI27n3HU7|oSq6V4W~vRp;S&&=g%VpaKRR>zC!|M5zuJ*(iToRn zBOQO01fg4k;5Rxk@&?s+iHE23iEY9~m@h5whVN{nGpv%R>-y8)yYyB|Pfx14LCs>e z<*)&xADoYLBuD!NEkR`9t>mH?GXPut&I=RyV_1i+lFJK~+Bo(3^k@v+`jB}>Smyp= z*^k$MVVAxJ223hXnqX)Xv%VuKO=nn+YUYP#Zrs?ltfvXifXJBqUp>MukeYAu0L|?n z{b^YIt7<=c3jrx+F`wF|VA#1vMOC?$%^kSRW#sDN(fTH6p<(ltL&3`Qov~1kO`tR2 z4p{WN{g$MbyO@<*Yt_sJ=!oO^5^JXawGmGZF_BHKx9vax`1;yQv_CbDr zr<7@yC5QdoC@jJmiVv_Fkj2@}3+fn7v=Ix9jYihoO6IW4UB8 zMdSvOcc3eqFw(UA3iO9qdoQ?)?cqa{%`8mHp*^YL!7m*FeDT|RGX)8UYZ+rL+*C%# zA5P*sbA6)mys(lxvsE7XfFP5KCZwtNbNcMtXfmm(Pxh6tWN*xRwq!p5uRX=6_{V|U z4+%LUR^}+#031ny?vm)$z5i$do(R<*8amRyP!XCnv29Jh=R_Vi9U2(uuE4pn&-6rC zUtPL1p!vdd@t(4|J=X)@&TJmn%q%q{lmc-5*1QkvvXoCf!OP!t zaK-js3YdVOEYGj*|DE1v zr)g8Q|DC+QTY)ajmuK7FEeune!2IYtnVx8T(Z(%MGO{Jrx@UEIBbZ7=-B|!Xl}9Y@ z13>etsU^2n(uISmGx=q!HWeU|;V2_adBPhzd3KTsw|^LqkK=~TJiye7XB+P-%BtFG zxV7Ol>_4>CTkkFpKD>Llw;>34yYRw8*vs^n>JoA@F<+aZfa#Jl8aZk%s%A^$aSp|` z-(Ff!p9Arwx1C^_2*9Nj<8dMhH~o7qpliWoE#hjnu#VCV26rVStb%kaW!X^*8>NKv zn4L472$0)JYM}Cf1!VM;YNo~K!6BdiBA54?9Cqdbu~m!*mK1uP5f9NIF^rT;mk4kd z2wCuT8b8GZ_y>E%I!MK%=lw_5xe_o|+p|C}HC65HEN`}QSKr!0MKLGfi+kqg=Hkc^ z26zKzbAES73cN!a8yY3eP=~tp^BrE;+7wCi1Jp#YVt76!9FITKPcSq^f#7LY7+%b) z>h;81$s(e250Cjkd-#^bLn-hd(v<;ipqlhk5|bc+`165EXH6H;=F{R zhC$=*etMsESGcm7DC4af`sIWqmmW<@4s+#YryWwHCpYfF`*rKADQB^I4L~7Klo^YV zU&OgojXHU2e2lh>n#(SO!nh|!PPE(ue!?@d`{`}Ay!6}K|9NF2P}G5juSXx;@}Sl( z%>0xRX&d}3dd&-zv^%O{C-yF%XC%LP2cERo)O#Rn1fbV5XIw-V7UgixzZ_eL!#mD4 z>D=gQ?W)V-*E=MWBT zr?@#6ZmjV^D~Jh4IRGa*;Gh$svD&EX$8OTM=h{yYpz|+DA13JUZ%E#Twm}RH(1zxb ze1(IoOHor$-~mbUm{h>jhCjtIG-OyOce*ST>z+?!y-~e&6ybZyL>q#`_8;^;RPrHtUizvdn2b$@Zuq z9H=}nu!eODD~rS8LP_=9NORJuUqy^jIa`XFsW4|P(diwtv-Q!~SWYESs4Re^m~mho zTVkBq{tblcNyau(#Y(;DW%sn)6!D5|AMb(;6rj`c0LP1+mBfuT^c6a&5CLSxsjh%| zPDp%ZJR90IFZPi%VmS1hTWEj;uJP0BF$R|05Kj~y@Ez%8@MR#gEFov* z0)BZic6a>fJ-Hj8Kn$8spFVw_QAkiM7P*zkr`>&wx4-Zt Z?&iv|=Ni6s!IVR()ro5oYF2JF{s+#glUV=& diff --git a/docs/posts/hw4/index.html b/docs/posts/hw4/index.html index 9f8c3c4..21d2af4 100644 --- a/docs/posts/hw4/index.html +++ b/docs/posts/hw4/index.html @@ -7,7 +7,7 @@ - + Compute Tiger - HW4