From ef4055488de853f22218495431ec8440a5a8a8d4 Mon Sep 17 00:00:00 2001
From: Hugo Roussel <hugo.roussel@univ-tlse3.fr>
Date: Thu, 25 Jul 2019 15:33:38 +0200
Subject: [PATCH] Update documentation

---
 documentation/GUI_description_1.jpg  | Bin 0 -> 59498 bytes
 documentation/GUI_description_2.jpg  | Bin 0 -> 38711 bytes
 documentation/gui.md                 |   3 ++
 documentation/py4j.md                |  11 ++++++
 documentation/py4j_demo/README.md    |  30 +++++++++++++++
 documentation/py4j_demo/learn_gym.py |   2 +-
 documentation/save_system.md         |  54 +++++++++++++++++++++++++++
 documentation/usage.md               |   4 +-
 8 files changed, 101 insertions(+), 3 deletions(-)
 create mode 100644 documentation/GUI_description_1.jpg
 create mode 100644 documentation/GUI_description_2.jpg
 create mode 100644 documentation/py4j.md
 create mode 100644 documentation/py4j_demo/README.md
 create mode 100644 documentation/save_system.md

diff --git a/documentation/GUI_description_1.jpg b/documentation/GUI_description_1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f43f90287ae52c1053b5f30c916b2d9a3b172320
GIT binary patch
literal 59498
zcmex=<NpH&0WUXCHwH!~1_nk3Mh1rew;7xnIM~?O*;qN)+1WWcIk<R4czL+Fc_f8|
z`9)-<<mF_gWMmXn^wbrUbd+UeG|V-13=B<7Oyt!qZ7qy!^o&i6K!z}Ka&q!;^GNXW
zN*F21C>oIr{vTiv<Y1CvKETYV#K0uT$SlbC{|JLT0|O%~BN#A10V5ML3o9Et2PYTz
z|04`r1sIqZnVFebm|0m_SQr=>YZ;lC8CV2ag%k}P*@OcV*_8@Kj2b5{<WP3ncu+Lx
z;s+Juq@pHHE-`TlNhwt|bq!4|6H_yD3rj0!7gslT4^OY)kkGL3h{&kql+?8JjLfX!
zlG3vBipr|yme#iRj?S)0lc!9bHhsp-S&J4gS-Ncbij}K2ZQinV+x8thcO5!><mj>E
zCr+Nabot8FYu9hwy!G(W<0ns_J%91?)yGetzkL1n{m0K=Ab&A3FoS&sA|M_^^Oqn4
z6C)D~3o{El$X|?1<qV8W%z`YeiiT`Lj)Clng~CckjT|CQ6Blkg$f;}`^g%SK=pvVx
zipfLOk07sseMX$en#l4Q++zrT-D2QjW@KOzWENzwXZZe0V^IUw2*(CB0lODo-t*%5
zWPkC7drP#=&e*g4*n>S&KilkSyuDs>4g0J|mmW!)RG4b#TD0|?RN*<MapvUCixNWY
zu?zax{LH#u)OfEszxep_zjFh&-n~8{@=>K3zm})*R=ebX>t(8*Z#9z_I?Nq$>mH}n
zr;pyQPou508~om|KP_wEyxX@}@|*_q+}QFXC(CoUX?I?odZbV~S#q|J*NXR34zP-u
zS(Iqc-&MpKe<6SCUw4<QuAg^IfAjdnB$LvKsVTV!*gDzS^VlSsJXEf1`tj+c(5bZT
z^ElLwT&i7YaOloKo7GCK>Xx54ZdHC|?%Jx~lau=-W1X&k;w*!=HhEn>9IMuxJ7OqZ
zw!ucIswX9>!Lr+XzR-=^vG;D6zJ2U#cH`|k-5)iXU9X<J<uNv5dBx@_adPcjk*rzY
z8dpVSh4a`PN@{w@tkcECSCrJR8Zn6@KKX>H-u%aFwL@k}=uE17J}ppux@7OSr{#G`
z>q2-^zMf}Ewh3Fda?RnTdjd_w#f3d4c_}qICQ2n&e{wi*XYrM35^N2Yq4R@xWyjY2
zyY=plb2*REfr&eBbo8mzHl#G`w4}?d(k@vYWw>X@N3Xb_<xZ!{_Ewx(@yhH!!{Sww
zI3!MnE8DtxybfRb@z_Kbp;+&4Et_Hw=G|nUuB?@RYtM7*N=XJ8xgsr<kKZQiZuVsf
zH}1HWKL5n0Cjx7njNY7C7xKWX{i%*$Rf?d4tgmSM+8+%s#ixCHnR8uVfBGjyhK9@T
zVnrS@m2<5>UY_h({>U)-k!H!yw`yi5SvUV($)MG1vdN7(<+-Hm3qB*y1J4@FGuCDC
zOTXM6E);c;_006di$Zs6HhmK3bN~3zPpQaxs)D{k$S(V?gsY`{oxKG;ri-m<Kb@*L
z$*fJC&7tn4uCj*woB7TTvaBM34yZVcb$!Rv9Ubu}6Q8^|qmo#0xo44r`k9jBr&=@*
zvdnXHc*D5gwRn1*(Z;TbAdaU~b}C-IxG3X<VPEJ0n@&fWlGXW-<|>&@jCvGsA|&Cq
z_w+lr+0IXYe!6h#`TQt`8;dq6e>9t@vr;NnD6)J~V!_7#+3h)r{3j0cIG#`zwVk(p
z`Tg5xZG^X-2(g)$<1ZPithnKTjNpYY7AA}fU5lsJ8EtGirqGq?sUsU_);ghK`P5SO
z2@jgPuI#zCMn~`Q)*W-!tP^?Qc1FNBH|Px`2j>aaj+5-N8ccsh+cO{SHF~7MGii&F
z*TSwTX(1{?qH}l`cE~U}+EjJv{z+UIvujOx-@={zs(U6b;}U1ttid44(&Wd-XY3$7
zB}}<ux2s3<)*}ZdH_G2s{mg%Qx1!m*WA}=C66Bo&T_5WzdA>_B^0S#)v*FO)J03Pm
zChU64{)EZ(v>dx^#|d^vSCIflvaxHy<)yo~Zt>JPP_yFw2H|%Fg+IgC=03XdY-?Yw
z+nvbHK4rn_a~St5i)mqGd)G3jE`;$?V8k!=jyGGk-WH!J^1#y2qh}}AQ_e62Hio{k
z=aP~ua%^Ik#og@e_LZ6KXfQ)Xr|78L0rBTglC|dquzeMsnY#YvuHH-0Q9hqeUFh7P
zSRm@Dkf)O97ut5Y`O`cLQ@)Lla_!yw-gul>`S!u&m}&3EL&mK7y{kNe8~ieu)4GoL
zAK6uG<*Ks8>yrq#ly&RjH>@2oY7xom%$5f&mcOi1+<4U_aOIlSGTKaMEt5YTp2Fvt
zH<RJ>O9!bfVah*tyY|_hFEpAn|L$zhnuD!8p1!*qZWYf-7R~z|efi7nlpQ-}?pf}v
zv?b7Hzk;Mr8FMQ`pTA5O!-Ykg^-FJCbHC6{|6FLgXS-5J=Uk>^0WuT#)hmv#_gj)S
zWuMWdq+NaLmD9}n!Y8>kIX?NB%A6mx)A4ij&J7I5ZMqm<Xsnt2pFuF<<*ZpZ?pCgd
zx^w;+$IR){SDAX4r|BGEu(YY_n*O`k@84Og_IdZyg(}^@`|q)PJKHR|?CqUo$pySp
z+D!7|nUk{e)86XDxCDiF9-8!Eg2dEA@>6=uIBh~!KDx{MsFL^FQI9iAP75zTxpjWU
z9k!5FmMjHjbJE!w%vP+qe(lY^!@75bkLwhkl*zfN!1SBrx!fepKUu!|A^j1TF8#Zu
z8LD!3tD3WPijXBsO34E5E8*t3k7kBdAHDKM?3Q(A59``{-qSLfbmk}>pSwGHeUj#f
zALrdG*9S$OF}!Wal;&o5Vv*>K2|sSn?eV+woXgM9L6%q4A=}LU=BD^9lT`QQZryVt
zR>rJ=?GSUyBnF9-Cyo^d@C#+;d{{qM!)Vijvs)Upji)f4jGr)#)gdS40^3&6xl3Q~
zD%%tjaqg0+%j9RBmo;wQI$R(<<!zpuJKN?j?<HTF|BBuE?C0Xj$DK#_PgM4(IjXZe
zL@y>W{#k(giQ^j=@U?Yy-FhZ{I$~Y!lSsv>%!}8%u}{c~V$fLBMG;=QGBa$~s@vW3
zEu<@JUd)r6W#)G4<b;ss@3HNVBez@0^-LFgU-D`8il*+$cY3lnIcpds`#&1DD%%?<
z`Z+Mof0QftI%3QAu1kg7oMk@VQ|~gb^kh)}vEg?6u0Ge|&Ifm6*RGBF<sE&y#c<Cd
zck9?m6&}jk2R|)5er4W~SqxV%*(fgbTo|dm`IW}Dml8WBh1(@{%+q5`ZoREDBkuP3
zx~#i>lNb2w{PV8e6sc%eeA3!0&N4(_W%7hD1NIBQ=3M=7yiN7OJe#$<7DwuYGbz<q
zYNT2B%X}!Dd_HgL<mEr4UR{!iRob*|cSGcHk&QA_B9<g;#!pGE+V1yL;nxLrzj^W-
zw#A!x7NvGZEcqO>drPJ7Uhgvb$Jb{yy|NV!-Prah`=q3TeX2O8@v$c-w|WWfP%qRx
zzV4EBs6Jao-ft)G##+q@CwT%ld=9*Nw>)n$w^Y&XcAdyROB=2&|Kw);n5mbXG1*&Z
zx{;HG+Czb3%O#H8-OazTv$lfays!LWfk@k@S1(LD_0BTy0b6*);+A7ZCl)*qnDMiX
zgS{u^>RYGF4woCYT~XOF$$N*M(%&bOPOD7ZKTY-JBzD1`k9~&MHZJ|JZfoho7h5WY
z&Y5nyq-XL&O?Y$Vn~NM5J8qfv@XXsYhv)0s`2sJ#U%z#3Zf(ZAr0CmsoL+6e6tyjO
zkwTk;r~Gb9xkn8qd0*z*M}Atj%#&NhU-#-w35J(izY^ZL+PB$eY2Q`%+<iT9(vuVU
zDV;GcY6Y8A^mlp&6qM~*@cHk<m~*=y{!Mee@|EMU)27V#TsMywDsP|tl<`?}U(Dmv
zFXt|{JgGD-pCha2&fi5EIS;nqRTSekydgO6VoxM@@A_|*o{uFbv&hV1xV!yBT5s0G
z4&|M0oys0Dv7WnB`wJY}Z4#{e3yxc^Tzt_aS76_=jV5Y$qrzvLcvIFfQQBtG;T+H7
zmRkIA*|X|dUKvN<+gPDE@loiOUR9Oo_4AeYWO+?sb~|XirE!u$NWzOB^@k?ixaV3}
zClu0U>0)@|)j!X&7YhSLcz3?Axa07s!RnQ3YT?ubH;)J3Wu&4`Zu-yQbUi<(U+_-<
z*27;PrZ9iJb^n7E!?i_S8VoSJuJn&$uI}!eo-5+F%?b<kR(Q3d$u(6$U||R2Y=%kf
za?P@$B8=zko7blA`W<@r>)WFjEi)q)sMO4m2xVqIEz4f~wu|?HM8Zrxol@?Wou8F;
zwbxW{Thn+_MJ;y6v1rS6r@9!PF8v@j)8?Y5&3B_*KA8<YCapJbetPK4aLi3Lr1j<T
zwR4RRnOTL+tWD0>>CjjDG%sRtpLpPw6$;0?%y}kH;yn3Bd%>axOYeGy%(AB^<~`Os
z+Tq$|dhTkRXaM6O{%h;9?g?Hl?M>44dstuBDU&;6aqX$TShrZuxX7JBoa{FQ_q#F_
zt^Dwx!M*RB_0oH>PAPi|jST}^txx5}8GiSW*Z6++WR3E&^I5q|Gw+FoxCI@^<CN^-
zV=qmfU+;BqQG?}L^Mg`(GhThPnSH(Bl&gqC(`-wQE`F9dUr&B{v|#oDsgi5wbMp0$
z=mfmg78XryRpeQ+Q0sPb@Q#G$Ims65Hgz#D9ALhDtxID86S;V&=O5vv_c<2-PCcx<
z{^WMUoo@G^J;`(4xaqJ;!o;3$YtQCc-z@Py@#R}$*~N)+*SL;fVX9!4WcX&W&Wu+)
zy6e@yN7rr#b+JY7e9-3Wz&<HibkpIz&2v6&PA*g^f9oLYHud2NlhsS-#Kp$USUgEX
ztY}83O2Ip}tCA-}U(XY%es24RH(f<jWLN8()j};D9!d!v(uGdD4GzpnFR(AEO55q{
zRh#X$VW-uc?;oA+XJ(s3KNMN|XGYB?Zl5C!hw>-v7K)HvQebuZu5t9f=#W{T{FRd@
z=}Nwx>vw*NHK)<>GD``WB0~qUFZ+3%7arR9@_O-d!__mHWESn-8N<quekSpl;W4YC
z>Gx!|UG2TIa>d=_xhsxtt9X0Y%!?<LIc24NNnbmA#^ZIFaZx{7-<EtX`E=)q+3XG-
z={KL7pBnsJ@|huVzpU9`jx~Gjovyw4a@(+ISGSIDzR0z0*KhMr*w(Q`O@^`aph^=b
z!zXtZ=0)v?E=1j(-5ve<cG<+u7H<Cc`c0Q`dB!ww?|974<5neb*Zz=H+U!NK85b(=
z-~1lHq0+K}`CU$$1T)WJ){O^k9tahmy8WNwkc-^glv?+<)0*^+l1q3Dm)|^?n#%jx
zQhi16X933tm%8;u?nFd;X8v6?&2OX0MBjpxx${ruo{{itQB0bXFVj@^sKKi6VYlmE
z@$gx_SC2k9^`TQW<H`=h#~EA;3Yg{Ci>gX|qYsHmU7MesXnW+5bcECm4Z(e(Q{6mL
z6)d<64lo%NUfZNoGPiW=U8USWeLdB!J3puH{O#1iR6B9;BZK?ZXOidW7oRiq-FIng
z$JW@uw{N$qZJn37)PK{xj+;+277ALZ9uxIC#bJ}Oo`sLWN;dd#K~~{`-ttoR$$8&y
zcC3q)PgHp7UvcI4gXReyYp#6YZ3#FnVt#$1yVaS=OT4+Xmn>vn$CT*)?ikmDo_SfZ
z`F_{)9&R_=Zlrp}D)*e6W>4YlL&}0;0d5cH8$4*Tb@zI{?DC$tlAVej@f*`7E;@5m
z&g|0#4f~g>9lCp-oN!S1vqZ3g?{N5sH&T1=nCll8vTRhlYB2Scil^wlRGYS5|AkKk
zGS@%commpyYZl#^DsD7$*)*5lGd&T8cb1k39+0?wq3UzQ$tBs7;+#uurvEfPsj`v#
zQ}@>7zn30HGvuEuu>7afr!{Z#l8R}Mo=I#KyOOvuGpW*HPip;F<96wmGdJ!fzHm@U
z(U4rgyTe9w+2NF2pX))#qQr9F?fIE9Rfe(goPiY&V^?;C-qFX-<<*r17bVQRl@+vQ
ztT)WjkoK5(SZ;~olfpjVbu~`<xmzw)7XRIMYW05x`L1NgZ%lO+&Bed}GtAg`$&$JJ
z!?m}|Ca%5n!#;k)UUOaDtGkcq%DivmNjiSd*rOo&>c;CmQVcgXeYiF||KY<$x6f)v
zyK5BPK5U`&@PNAPhQ-V8GE`rEYwYvybo&YKoljfRlRSjEr|BN#;;$*HV!W^N@l!^e
zLer^dk3G%Hu21JzQ=ay^AjIr}UU+5fzof?9>#F7ihr4}rxn|C|u9QVHzwBC<9*@sv
z(e{(PGv{o$qo!Oec=8+@D?^FY^yW9EW;0F~7A(r1T&$F29&}8#|J|mE2Lc?AIi9y&
zC9y{^U8K(AivBFd&niC2it#4|^5xZI=k|rG%n5y~sF$PnE=MhTrDA2uv|Ev>MsIs`
zYQ&PFRcC(SPqk&!o;Th1qsn(*iCib!&l`5lh-2uN+}X2!3iDG#zCRB%-;~QpG2Gey
zVe8a&oobV1KCQAjUDVSkaOBmgQ-Myc0g@q)^Ng=sn#R?$-j2P0``+DG=G%o2s|2-8
zaPfQb)Tl>xri14}?w$trYw|*wQQh|={FfdtdnRqUKwtJE4`YR=WSV4}%LF#dpW7z6
zv)Dwvj{ndXcU0(}vgxg@dxBz^3v{<HpD{1(@n-?mTiz*oac&k2*DsrR=W3t)Bp3E+
z&BM*HPh^%<Z=2j;`LnOOn(K%?|CXD&x(jyh-nq+cHBZ_5q6sHADu;*0E;ZXOWar89
ziLZz?dB)erEBDUHUe#$cS$ERb2TBZSic!h?pG&;`T(d_m^V_ZP?j^HAcJJJM>+|w?
z$y1I=)?HZIWj^Pq`_%odArJaEWf;oE!~!y-a`#TLh)8hlH4-hpy?`O*H)ELcMAhDu
z-m4eeLZ>_te8pRIeU{%s^Y*p6PrYY8+j><j!0zJjV~u&7PVogN1>f4t`FP&6RlNO=
z|ME;Rv2DI36S=eVw;s#$X|ej*c+LLa%D9bBv^5kf&O0%_c+%K2!T7+EOhHM}yP<R5
zI{2B(2sgee;QYf|wE5+&EwkhrE*~!}txYf5bV@8xy7qYBj`s==Ha(wqg8hB@!FKnL
zBAcT;SKNFxIqG1s$iJBI#?;_%)h!cNOP>6FUce%i-IBZK0{aq^j=qj_3+Fs^wAn8C
z_<C1qk=5M(PPGruri&PzDizsUx^t3cX!IEa19lsx@`)$jpZD6TI&Ee8;_R|-i(Zu(
z*Dq+_rK{L;T<(pv**p0&$2@Ej1Pn5mmn_=wN1JbX{<8COD^&UPWR5=D_w3U-j#uxh
zo;MxoU#49|*2tyhdy)HhZg?+}u6~`ZX!^4+Qm?XS{mo}Nf)nS@4EZY47@_-k_wKnG
z9hdH15183>R9g1Ts+_uu&sZ&Vn4i`f*k<o7@f6QqwCR_@iN&X#et*;ZlU!zbl%eu(
ze|M><(NVkAOXo~Y-8s)_<D%|}l-q|t#q1U+J`is6m^s|-qut___oGd&U2x1UwA?N*
zHQ&tax5aGL&3#V`8(+`6dgZ6UW4WN@KC`~N_F8op=RByoz;w}7gdq?KhxzUP*Dtzn
z+1{Mg&no{J*112O{E5B%s%v&|O0Qby<B877O>34fWM8p>y;M>pEUsC(*XHJ_qsul<
zxNT|c5tEbr)oJ<1wO$O^dT(0G7Orqz9^EM$<tg)~OXTU(;)@~mb9g2nSR8Og>GIk=
zH<_)CS^88YD`mcf%I!bB^3m#---Iil2VCLW`gxsb$kT-2Kiq$#cYb4FV1K!7I>-6S
zdbQUl+qjg4Cah11k1xJ5KZkK4l24F*MFN{KIArg?vzPMoTioI|JAAH8+_*n$a?iJO
z+SB%ae6mg0H(Re?W%{&d!8T=YRaS|a_HJ6U@yR6B_&p*iG8-PuI~B2bmU>r6q;jd&
zi^qzMuQ=Xm%{|w>^xnqowPu%+Vovx>Se@FzFwZ?ktAByq6vl>mmTkU?CI^$%Z%Lj>
z*0cLD`?U7ub?5Ir{=MaI_OWlj<d&;WJv*mmK_>TV{;zcrS~re=^r+cjTe+?!^P1B0
zw@T;k#8l2JpZ!$t?QgTZbH=;VPtV)&c&YHqYvw_cdOB~PO=u0e<g&&i?A~IPviuoU
zav97s+mC*aej2=-Q;f6gj&%$}fb{ehRz|y=9Q8>S@8@ki`k4FW`n6sWu21ee^`=YC
ze=lCdIN|M2y8ut-a+{*;RZ^uLpAA#<Yz|L9;{93n=%<S3&s6s<nYH#m1INGK-~SnY
zOu6x&VTsJCx^w$2@9s$NtIMm~^K}7VS$xN|Z7tlV#XFX?rfVxCO0iE;n`|K&s8e14
zAgkhKZ0(v&zL`9mof4-$4y))qcgS6P-jA1|eZ5O(Oj2HUbH*io)qn##I46`f_V1p+
zXO+UW7j486eFT&Cd`YAK3=4itlB{yAm!EY1>s6!EKi7Ty&%h|UHuBfiHPfSF7BSAA
z(J_nv*NgU|{v$o|Nm*y-UMas85PPUt=Hi;}c{`L%7;Vu<UPG^#a+KW8x5_;e+2k(8
zv!}00tMAEwhItzM_c!}(`@Br2$Z1K2(IvwdtE?x7uE|NO?td%mp1DV%<8koR?ZJPv
zU-_54|FVGT(4pkQzl&GA&At|+q<QN0%73C??bhCZ*%(zqt8fX`-ka>RA$NQEw+s7I
zDjkx)$oi^Xy0hX?a9P)Gy^E3ZA0{~K|Eaw3N<4jI-;G7{7kh5?f9`&3>&^cRS6*)0
zcKYw@*>lg>KhRiG|M<$z>(243L*m8et<^vHD*Ixj{LNo`{xf|1yjG&|pR{$V|JCpF
zpSu51uBw^;@%y*#%Xea9Y`W?nu)O`Nv1gaUx02~c?RT30ys@!#U1pg7(>qyW7f;?Y
zR?w^KvNVnVU77lyq2Ja#XxA5|`={d11ug!xmOEP7TjI}d?+D$?zc;!G)J?S&oBT@V
zO7fQIul0-mGZ?L%a=m!5>D^hkW&W&w)~-_hAfYa8ZJ?`3s@m*bVO$!EW-5|BstX$t
z4%&b9%U#{Y(Z63;r%e%-nB}mv;aK6k9Vh-AjclsOThLcs85EHc@KPm5GSXk6$*PNC
zQdiTtPqzcMde63eJdgd{O=Zilw+G(`dFvE7efD}SQ@Ap{%z}$uW%5f0{zWrVdlQW%
zMO?%Siz=Ac6~FZ4Jz_4GK3U82>9*sy4!q4_Zhqgy|JXq&Fz~!h*ae%<rzW~I>%1!v
zshaFH*<B^gWnv_w!UmfZ8Tk{<4*ZK|^-XeH*CQ#xv}U<N^PP~ud$)bdP1h73`+RWw
z+1_YXBO~LN6VEdEV+)c<EB{}rZ@<l`h<NhbMfu;%6Q0K(JUqVPsKVyG|E|tTn<623
z;n?CIh1Wl?y0t4dD*ooHY^4^@n$G&yb9xq}zc^U=hI4_(3yoFZP8PK8`N{k%X-$9u
zY|LWS_3IZhuN|vAc~CJ>By~yh#gKBf?%OX+eka?!DV(rsmC?E5i&nhzUmCn=<E-q3
zE3+Kyt~M#Q$gJHo@9@?BvOnyy4r0fSW#+jpUD0Y@p`_7x>bB+^+lcS^2MVL6P%FoT
zX76=7b+9}xF8cQRHJ4icrM11?@mO3vWA&!9q7(l!aLV?~iE=NmsIHxN^QQkFo`(Hv
z<@2wp|7Ym0l}wb|zTIp2ryl#yqBb92<bKWSeiZgKvo39~=)`ZndG%j!tr2_u_qKQ9
zj`{<0HrRhZEB~QC+WYL&yMJ%KQ{9!Y{8i`HdN0fQE^_B){aF58?LULH{*j&Kt1^Gp
z|EY_Qj{fbfwbFj(s`?KTqfY;4kSn`>y?tZb&8GQ3q#5?Fjoy4|%Uk=|*3#L<ca93J
zwC@lt>aT2laXjVzx%+MVXHNWfHn0Axl#kh~>brM&5C3D9NT`3m(EUc~%>N9JA4hnw
zf6sXv>hUK<fBuQEy&^^56W_l5a8!Tle+KKB@*nylJ<s0RKD~X%j-5rz|1ogHUs@lP
zxy_7w+qrZ1?o>GoE&n8%)+Lg(&E?eI$kkqc_ZtFTMcq*6QA``P8*clrSSrK7dGhN5
z)<p|;bw2CRl974-K6&H69V-KJdPBB(FbKbP;9In4uAD2QeB$}|mqC0}7`6nuGKi3Y
zi+??9uUwTKRxWn^@{KiS;Q>ECh~8WGmNQO5!2QILzpTaE=80cd-gmjBanZI;1*Zvj
z=1yEC{H$kEMEjF3D(?<zg-G4_xNLv*(ug?c<ujCa#F{;N<8S>q(}CfJfn&}Fn~w+N
zj~?~dlUyqM>7a_>4BjgnP0p)5V}Bd$)aAsp;_r=H5ed(wH*qfD68K>pviZWpF1FHH
zDqDLO^*xwyagqLvRh-<Xdp`FxHWg%Uu1G%OFH-pLQ&_fnYtQ%Ui;j^DGP#OvUuD{Z
z8$3_2Evc7{tBlG$bLf)BEtS2~PfgjAD|{=~LpgcN1ZSt^3PNrcZ*rIS<xR{JtF^T`
z@h<9=!J6<hI}F`bJRF~v=cPVh#=ee$^~4_YVzJJ3ncb6l?{4U0shrtR%y&&?lE>-d
zU)Q`Vyd$E$J4-HI6Q3^R{hvYK_mf+$nbrr7M-F@XW}J<Pmy0z$vavqhtt%}<u~PLG
zv+gO!Y46<P3y=FGd}Ukq@A{RcA4;Yh-PZ|Mj}Ys%VfFAh`=R5lN^*-zO8>P6+1v%M
zdLQy8`%kf$^>X%`kG@)S8y58xPFP%!+~6PcaSqp{AH~s=gWVD?xjYLkRy}Fhar3DS
zgR^#Ssl?AI4^ns+T<xx{`*k^NzJJ#%Teq8fOn)~$oFZ|>C8bo&l(FN$8@nIp3eSf8
zXe{66aH~e=iHqW`Hw*8jOk5PagNZTY(31wguNESVi`DvTOk}z4zX|e`T@tOAlf3gr
z<et3?-mx$-7hm7!uE4eVp)A*D*S^17*(2AzOKDv)$1>k!?G}wQ#jjo~{>hf|?<m?f
zXIAUpDZb2#vy(ToX)G1peC+DaGu<a&EoOM~P~l_P%1zppDUG+XzlTgy<9RKWC3q<C
zy2MkJ1IiQo<1(1{E!vsS^<z`Kz@$8#Yggs&X?JW^w<tQG$v)@LUU!x!WzSb)3^DT5
zI)}8~Ki3oMEOU6#mM;D$*?h0Vs$WOGRhxC;ppr>W&DA@O%=7kE{WEROUi?!0pTbAe
zb1T!oHOu}x`dEc`=hts*Ep7B4T3ivobR{KSx~j<W{VT&CUB`@9>ITJMKk;SN!w*wZ
zPg;6?^LJUh%Kzt{v$DcRdW*C6=kM4ODIiiN)Hpr3`Tjo6KdY+m=C&MuGrcU$fUVqT
z&z#S{nCzvVFaEH+?fMb!j9Wz#>mCRlp7=eoNTT$e+57`nHvLFHbnUIw*`*5iIPZun
zBs`v1`|{rU)bIZp4j4Z@@Snlt-_!pLC#C9dhqttvU-RPn`%!E19KQQ8^N+1rx8<JS
z<?77+&#d=cef)d>{Q6@X`rG%&h|1hJB>K5|%eN)<{6B1y@0t9V>3GW{_&Ce=UsC$v
zoBr){Jl*&&^Y7{Z43n&)eY2QU&BeDJ{@$MOIlT4ly}8AYbj_~aT{h{Pkob=vhcm}7
zFkZQ?Y1aHuV?kxKk1JznTe#|{0;Yya^~-lcqwV>A6fT>Web!d+U+%V7MoOWQmIt5i
ztuAbQ<$d+dzW)qA7!g)gTc6H+cRlEezV4n698LU|Ubk2NsVu(pkGXHx{M%vjpa16n
zXQ&VVlRep=zrxDhC0fJV^48+yqRh?(KfGM;><XG-_U>ohyV}Y{U#s=^|6?e6P(Q1_
z=s&}gzWu+m4*#oP`=8<ctN#qW^2laQnSIz!bZe^c%Z&_28V(c~I6R+UmHZ-($BirJ
z;giSK(M;V)&iv2tKpPY$@87QG|M_qGe}?_5|C!Y1M%17Gy8rLr_>b#+_t-x8+Ti_-
zW2Rr(LuvItPlC)E9~_ywINQT~<t?{s4=z^ioqqp61A}FO{aO2+^`G3M|87nE&tQM;
zKg0L0^~d^=%r!mb{%}3#o%{%sACcErXt^(6e{I5#@<Uwj)-QK!jZfF8w7c=AUQ0iG
z)9?Qb57_nCe=h&7|Ig#K{kAps&wt(j_iz1=izsIAtoWn*F!Dpf<p%{4Y!CY5KdfMD
zfADs}zPU2#3=gM#vHkH2!*TH_2B0|ZBro&9o`tP*SY(np?mU}kWB!oocimyWvUl>D
zPm(SFtk@fO`u%@~2ALi5&*tCR|5JI@zgrvrGt7To|NGbe$L`;*w*UFh5dELw{?-2s
zQct2CKO{BzPO&xa?VVL)C;4ISwVGZ#F@<$SOA7p>(0%yoKLbuLvR$Z=YjgOOr9XY%
zs><U_H80f2ZoQe4l<KswBly!hn>3Q*($U18br;)j8Rf<aAx~1$+3(M)`cZxG%#yV|
zDh+;S^A4;31mzWCLtpvfe+CYn)xs}7uAX>d<>OnEY}pTP+8MI3<-x?c%O(FaeEsP9
z>RWvM9|mxa{?G71^gqK%*>cp7LW<n$+WM`3^mDhIU3yG(X4?Y`3EQ8`>JQmJ_|$W9
z`EkYAouSV2XFMpyj8i-b?&SLRKN7b$W-{I~^1FQe=ZS?jwhvx%F(wP7D`;p`qoj^M
zto5JVBXK8>)8?&v^aTU;W(w#;Pq1Jxvp=-(-{BAGQ!drEDTus17(A)g-U~fqU*m~b
zjV=6arw)c4(>?NlY5BUsKWDAtd42@l(7$E!VuIQG+3YehbtQ3-B9SkK|Fi$Q_&*b`
z{%1hs%*7}rKvDYPd;I@+?bLrZ&0SS-Lj5OK#)TS*;%<!sw&JZDks|_Jw92+bEnRa?
zNP9&}@gHpkwdJ2*pV^wt%k6u0i}zfu>+Ek+Q$7WD8{Dd3-dnOiYtQt5wqGh4-ds1<
zN%+rj-@5;$OP2Lk-3zZDJX*{(CHArEwbN<W>y=l0e)0MB^xt}G&F}Bnye-~iQKt02
zUrFr$tQ{^qp8U^leSV&8&%KC0i@C$k{8FBO)3GKvUVHzi_|A(lSz*^Y_dR>05&Zj-
zMc}Wi@;^M^$akmBd-LtL3BS_(9|F?#QH$BSmqnZXSd$R`@85xlf9kV#K2`so@qI>I
z(~J9e_Vd;o-oN#0$^DP-7jH@49D7HL|D^f+r=Goe^<Q_juHE#Xq3qtB&HO)v=hQ#m
zGB2pUtY6c9x4V9s++F=P&6@Q;@5I09So)u#|MXv{7vK4dl7qiSd~5z0+8t}{yRr7$
zHnEHL<sJu;zuNkSeVY7xOQq-ETOvxkxFWhXg%y>(z5MRRHIUEMPx-&Q_*DISR*!GK
zUBBI?nkE0<$_3SzHJI-CW%KJKOeX`1;tb~K^NY`~nGbT$l=*iT@X}7}%ae8~fv;SX
ze|rACHR+y-xWR-y@8h34$nv5OS`f*Xs8ib4b~4xZSl6#EPorb4E-orPW$W)JUbl5M
z$eJg+Be+mIQs>%#hU$W#kH*_BF-o4)^P0Ql=_add^A;~(wpfJYlMzRr@*DxHDG3Ma
zEY@YcKV&Z8oNK!DaLoDTi6uWyMEu!eq-~H?B=eBrc|P+B^-_kI%j;`Ym*2P<5qT$q
zLq4aVv3bv=M3#APj)<Oo-DLS}_VU<@;t*fSwP(W4d^}#6pRzmnS;cp~r*Yh@Cz)^C
zZjQK65ggO|Hd$|W+RmnT-+W&=X1u%gSmO4Cf*X&U>UZ~Sn>PJ{cC6O7a~11mUb~y9
z8fOrBPa{m!@|=jMs|w?sz6C-W%#L4qWoz7vm)cHAs$Bc$<a0y4lZO8pbZ&gr-Tv(0
zKdI7ls~1Eqoi|(kW{-Gkn8h@MWQNtdHp((hlrDZ9`s_pMl<WFcm(S_n`fyje;rNc5
zoAb&ZpZa^Ra87Y({X_Q8YcFZ94f5Q!q+pUF_l#+pNw=@BjGR3`uCPyoIZ8I%EmrQ?
zrvnFdxAx>JdY8&;+}_=I%*d+h+2)eF)vn>$l_od7ToqV*LifoO?LCbD*7ivk^DsAg
zK2|p^ljj%Pa%I}9ALmW~Zo0K)rG&%ARU2aT{OzrUswdwl3|Vi(zuc=|c1zP)Rganz
zk9t@pdCZNn<dAsYv|QFvriqb(^?b)3qgy>@m))~f3J;`<^K}I&oPYXO@_Dg=mcw%!
zxvXDV^Q60?S1Qjtn!>|#W)))^pGeuyjw1FViN<RyZ~id4cVThu(r&ii+c}9LQ|2yv
zP?fszq&o8?f76f(wySZkQ!j~5*gtJk^qSe_r#4MEGS4l9aeF57oN0^=tiNr`5BILx
zJ9X#QzDS>9_Rs*eavhN;^<p7?mFH!%7p=>>e#r3l@lC!?l}n7GJ>r}v|DNg7z~pK1
zJYQu3!;|aY4y?*n>+dDlEn5|rX_dF=)%RVsOHXSY+VWxb1Y0&&hkeo)roVf!tKe7E
z@*e@L-*&Xtec9N*nkzXjYW=;PEwwSBp%+Y2fA8{b_!X`GBlx=OrRncpPIG?A^q--X
z!RuCU*WcHt3%^dSKQ`mmwmJK&1GdUXPXCh;tL_)Sd-<*YCEEW)zFuAv{_f`O{w3c3
zL>Ps$qk{gv^*d3U9{+LG_d4ZExo_2`ntHQM6r3q?NBxY$gVNQH&Rwm0yG8j$)9P0R
zPP1HJMof@b{H5{l<&tlDv-VuFDfim@(d3eUWqRq7&997V7kS*BGBu}oLfw1G*HQl&
z@;@Fv`ftCR#)6*IYWa_%8y{M8y!)fL^k=6uGvB?cPuYQMOb$tGKE$-|*z4=c>mO;)
znk#+OF8%wwYx>58>n*Gd%5rOLx5QQ}Pux5G_#%n-DprNj0oOS$=AK~mu=x70U+$}v
z_v6Y520JcwO`N!6#e>iHcF){*l1t08m?JEP<tvY?<KOwqyj}}T64U*?hxwQMsr5JN
zEB`*X|F-<E#q$3Q4gVPqT6}9h?k(s4Eq&VJI)@;G>aHfwn$&de&7MnFHSTO+nD3J;
zTY1dt`jYxIVfks1Ub&q8S?kr?A50K<v1IZjzhd_d|33dd{5$;LoZ$Zq2kIZptC}{?
zWXC-1O~2A-tSZwi`Ds15@&5fk8U07()cOvGPV<hnOHT4SZD4WCJ;CmK)EAWxe>8iv
zo@d5<zR)A}P){*BSN_<B1&l$t3;2B(ZCcIF8!|us#JdAYnvbG;y$miMPtAQY`Sr8t
zX5SyJHUj6RGG|LVFDv^vaaQHUe@eoW<)+X7!T<AZT>sMg6H2H5?Qs9ku%K&ul$LnB
z@b7b$&&noywc7t-|Ht|CxaW_a18uPe&9A~H|CWBF#_(y&9=`eIU0<~{fAhb$-!uPh
z{I5d){|t=(8Ja2!F4-wHEO1|zSj9iRtLH_$fX}|nZg2h9Q@@_AS}RfwQg6St{^e1K
z(T6>Lba5)09Pkg~x+JUoNb~NDFNb$L`Fk(>%8JFH(0}-M^?wFG&HoG!>_7PHN%<d1
zwG6$?ZuwxX$&390Ck}RdA2a-8`l=-Gjs2c~AO2na&#+wNKf?$4AL`R&r5{N$R7S<i
z+PxRqe^Xx2k^S_gPiz;zSIA9$6@o?mT<J&3GBdtxs;!F>cmL5fztH69%L^-BUfS!`
zW!wIJ{yq6y`@cMz|Bv}U1Iwq&i)&m|Cd*ALDyn-AQr)qjwcnfJD|5anHlwG?azEls
zIwq^FF7s#a%KJC=3-WaRi<`OAk$LL-YkU1LjlcgUzoUim>B|ac=67F~{5$%iy@4ev
zg0Yz=_w}6XD=%WCqPUXv9ZwS0&2lR~8I^hQpOVZoTm1=)zxO=C=Jvyj{y16wy*B;)
z?=6cxesoC}^n0^kf4V+sQGep!=il4Et%oOen;kFh1v^>R&GJy`nfln|@}fV^>T0_B
z>+0KZIl7Yl)TK|B>`(tQ*sjP`ex%(XYjW(k&s5vbaZ6q04*x#?o*y}-<bSh2;#Xh3
z^mG5aZ!bM|sUK01h}g2h$p6DvtT8&}Kf@vI$FqO`Hs4iib~ksa(VFfi=Hwl++1399
z-%HkCDE9r&a3DDLsK`~8UHkXUnz_{TX0?UNwwTq|*PfF{R^t9g`5tJp<k{^13=PY6
zcWM4sz5Dmg>DQnCdDK5J{Li4={-2?x`dIuInalMbL@xek;P~FN|ApnU{|pZ_*FEa8
zo%HVCH~IMapPc_QF!ukHu}3kk|A+gY)c*{QXU+dJF#48@1iqPG{(Zx*KmQpf$^YP~
zKk@KC!$Y}`)Bm!Y-2cOBQh&(yvHmZ<%>6&OvUe=%PuabHZ~OJ<e<u8AIFS6$ogc;O
z#mIh$Jt|TSa<$!l`zP)HnB_lN)T3A||DnI)^uOj=`Tv+^z0+8HQ}6xz#IHa9GpN{q
zkoeCq@$i2Jgv}Yq-o0MvDtEHHzM6mi`Jama85)lN>BAd%8sEHk|GrUMSAUZK51ajy
zg8vLiHrpe-YI-NoeN*iHdxuAZ8I-CB1#`&OYJc$;QK83H{Mt8P>(=@i0nq}{>`SY3
zi|<+gXP77-{-0re@t>o<US-{x`}fY3h>2bqCon}h?b46rtG}efilt{uSKeT_bZni&
z3r@+Eua-^y&!Et)|LdXrzb37_IooVbb!u*D>e5)|K*B^cXj-1}RK+shfUIxfRT+C!
zbJaV0BovEPR6bPP-I#KFo;j<0IOo=q57!obT>GW>+XS7{y_<isEYLZeX_MyMySuCL
zPiXOxc^cb4T=7=<V6ytDr!h+@kD%dhF29J+H<J529viqnYHN46VjAmoVbSe)?@TF|
zn?_0bn*7_M8UB?pwr7?<TCw(~de=X<30Bb)#eMuIMBCbzxa*!gX7^p>c0`S1O3L<*
zR}E{<<T?hN_$0lOdnTuR!Lek8NmkqJvaU=%er=*7&-zq@J4Za0PBChDXs-2KXU}sB
zX1PBh)8(}G6eg-poA#FX?u{<BNiK3(iJ#ohPPGiEJkNf;i{bp1tskvU=bLP=YP5fG
z?&G$zJIz(R?A|+y=O15h>UFWkwYre`{_#~hoVH8Ow7*w=H^F1cTj_>V=^3|=xmB88
z;}=}AD{f|Ke!9-2SNcy6Go}VfC|k2x9ys9kBz;cRRnMBte7@vr>4_z4x32v(yUnG#
zl09G7Bzw+dmCpwk@JO?LR9)9C<;%B9fAQwdq_&&N9#dIYy*sJpkf`^ML3e@y*A=(J
z@mJKgWv|dn@z57>dAG!%`)!y}`uy38yegk_6|osco7b64_PeUOZSRJRlOAFc+nId&
zu3L8|c--E0U%BV=iRaAAF6U1UzMQ*0xi4Z`#o?BzWt*OFlv~tbxmWCU?A{OGRu@d>
z%vbDv^JcbIP^J>kzVhYg{<`~535zLwwK4AQS;_0-{<EBX<^}xrwrFK4?0I`feonGN
zJ#Q6D;c=d98IKiR2CEh`@F)5$;L|@cE$ZsO&Xn~cZO`AR+?^d@&gp#Ui012a*B_J~
zEzA5azTW@Q>mQdcqE4uXT&;g1SpA<NM&&=l1>fjZv)2D<(yxErGXEFnQr%w7n!>N{
z`VYEY{xh_gd(M2WIb)MJvy9=|ZI?^Fsch(Y_sWZ}a*aP*+!8zPi;pKhjJ=ra@SL^J
zpLt$(ZvNZDTcQ{6%n>-yU-vglvqtcX`SJe@dqe*-2>-e9{qmd6fP0Zz43a$s7LUJ(
zT-kj2$eF-JpF`eRI8N|9S8ug^<?GJ8l_E~JqEDW?F=3vO)#l<ueg7FIJh?I}$u*mq
zb&_`HlYFDhj?*5;cRp`C#_)zs+j+ue7ruhcPafNsE%|NypW%G)Pp);_b@rDg$ve~^
zoBQpg{mc1J>W?+3!6ZMOb;;fE@r1g?j@O{+{FnQ4CjXoH&;3vKnNl|W<v$+w8Rc2m
z@6w(xxasFVpKnF=eQ_K9GhBL9)rXSjLoV%qBAEK0Ax8N>!v)vqwU0O1%-S!r*9m7C
z5a?OV;=9fBvD=q)hHD}JRJL`!iU@R>7s(aju|uVyel4@--riN(J+qHo-xPPJW4pVM
z1;@gWj~o4Cs%LE%TUu|TsdZ1rs!g)Dx_@c7w#hf+t>+eXHJwV^v0?knkGnjkp0o8}
zTfWkWCL1xI?<xP!pk%lHKSSK}pItAq=Y72Yr{mZDzt!`fX<O}Q*(-Uy;Xgyw(toNy
z7e{;jXPDqR{cl14e+Ea<yj7X;pEx%CXILlrpW%hl+N;M?im(27`bs3w)ri!^(L8^>
zoiCRb+1=0DoG7I{O}WU-Xl;`@b3;Lq5v#?EU)51}ZcC>a#CoJo<+Mn*P~F?-V3Rzr
z>gp>EX4yU3i;P;cMHBmH>m5Jyb9?H~pXVM$>&_9Lw^b)j{!+s3-yvmzoy|YHZmK62
z`CXi&=WVEvAXFSx62Qt?l4}<&vF6qd4#nJyEJ@3Z&ublM;#VoC60*MPQDeB=y|_|m
z!f};yv5!$}>>@(@BtCCtv%N9ruPtkCpo66HVJi!#MJL#-JttUm8ZAAM`}6K@BYVs9
zXKJ(EZrzf$&RDy4QN)5yCnbdg0alDbXjv3C>_S9Vm4EQtZ2rMt-ZL(4bKlANrpPVp
z+3Iv2fjyfKrA|uYl<~T6(t9)f)AJibS@s;Uhf_cNXYk#zqjuvGn>i`-XFOoMGx>n1
zb=>XD&uXjJo!R#J3|I7#n@TMI-b?=Mm+pUHA#+r}$*%3ke}?a?_CKnht$pK1gzLYF
z#Zr53e|j46Ht_G&Z}RKozAnyQ^0&WyqD1Ur_GiETGjy)_&+yRj!+(aqEQ|j$?34bZ
zebV%=^INH}f4+U*d|c&B;J%#Xmr*k9TWaUkJN~@*t@1DX^Elgwx>45hA~$2=?sB}n
zu<x1m#xptW`9a!O`g?7x`1n?e)!)tkuz>qNL;Cy+b*0bC8`e#KTyWRr&wqydN_*w~
zuI7|x%!`(8oh!I)V}Kj~a?|Hk{eLPd9{<~C|1B`)NAL9WpVBu^{!{d|{oi!qD<<oI
zvP9Nj=lIX?MKBDlM$ea>_ylJ{-L#e0@6oOAZ$2ECWHK#^w>>HUTQ}=k?7!)zSD)Wf
znkj79qBvz<%ly~Al~bkTgD3B~s$w<u;+$wUy&XK&Iq_BJJ8zZGEA>v=<l%8-K?!61
zx2QMKjysd5&AKx`SnxlC)WyqNZoFADi9O<Ov#}Tl`@N+5*VfO}?d#8#SYPruXOHbl
z|8(9Xm5wHX`!2kyZ*(vHwyx>&;Z4U=S&HIM$tH&;2pVw6d|Ug0fq}8XiqSjh$(h*5
zeM`zdtlhgMKvOl@p<&(wo{%YlL1`pSkB18?|GYlEC--qq%!!>z#fJs|YH42KuH@L-
zQnP&LmlefsdYk-?SGuOZ*q&dx^r%XQX!{8V%a=zpLT9tW(lIU?wFOpUdcNZQKbPA0
ze|yh=7M&a46xZ|mK>gmJ{|rKZF0MuCS%;#=;Nwk}ul^K$1ufYje<LPr$qp7e<ZD^T
z#r&Bap<<te{2f2d+8J|hNp#$%-4ldNRwx(E_|GtXCWFm?h8@e7fA9DrvwUO8Khsw!
z6=J8N*Ymv$H?R1V`}pV<<z;W?oVfSb;fu^yo3J1AbCq9)m20`(SgKX|{FzL>)~yfv
ze>$bY{}%pRw$V;A=EN-5rK<#1n=I{qJaJ2U|G8z;5A5arxIJRl^nd9;=fzyy_EgPB
z{?{w}!?)%)ZFulW<kP)0KmUiJQaTT#%AW6^qWMtO!+Gg(*3C@~X=|RU1a&QzIKWW*
zZ~yY&CKop+1{Cqv{%81`U$rhQjJ0RUWBUWf|0<VqYcQznNts~A*v0UTzfG*4y*+Kt
zgrG-7C(l(di}tSg&v3lG&;Iq}{|u?3TR$9o6#n7Owo3`!m8VuGvoxQ#pPTf`{^P^P
z{l9+vXSnHF{Kzcc{^Y!4{vS_Ylm8XtAAnkAu9_A8r%7l3>z4Xo9IH$Bl(|n0e>{Cf
zpsUCUj7qHS*)wSip3D1g9Auc2KB>SyI5@0qH_LS?my--^4xtCs<x3lF{)zDBsek)6
z|38E6?0<i^{|J4d*7t~ImfBtE6{&WM_G~n@-sa%Ud|T}UU%l4r8qpOeO=sWqomNrz
zx^nh0vvqED%T@($-0Ef1_2SivMO~BO+ofPjkO<Js&7Uu6ufAIF;P1NRBRTawzk_^B
zr5zQRoV+I3m)x80_42lBvQE$RO^bGKetTm%%OwB&D*KJ8{}~pv?En6@{?O)vE6=8i
z-93D`p;v{;z@>NMk84}QHg5jSyR-XDCTCjG83vWf^RA|Cad*0*v8anpBrwi$$=XXd
zE6U<G`=^_}ebu<eZn3hWQjkxs#EH`@QW!Vv`Ff6#;hUBA`L{LMYhz;mE`DR!&6%f{
z;F?kP=2Oe;=rcw&PiFiKSkN=CE_j;nV}5~Kncvo{e~UeO_HRr0w0|*r8xKWgBx~Ha
z)Zv&Ra9F<Nqk~+#Yk|0&&PU#LE330~AMElq%23!*vc+)C)2p&GjJ<!aQ;}dX^RW4R
zq&&{*YRUe$mhay_`1Gjjm3KrK8@Kti`<ju5H<_O@I?$SUUPg-Hi<NeRoYqH`oNGn5
zZ>_z2Hfy4<?P`|=UT@aUXjyYS?@sd$wkL%>mt?D>tgcSF8-LSPcIw$D;jW1#eWiV-
z1xNC&EAqc>sQk8o-(k_7UEhz+Q`~hqf9;VE2bCj^mh&FEahfsa)T#s8o;#<sJ?sd+
z-tU_&n;$kme&@xUTgUD_efKW*-O?^kfsRRc1O!eP967_s%)m5{^I3!SF70#i$8LQ+
zH+@BxS?6+BxtUA!7TXlLe5yRBvLh@c;c?c){0ScR6{YLlAS*9+zL)*aaH4<pe}?Nj
z|0V5`LTxFXTYpgBt@MHYy_NNybs5+2CI7;kGGFT~t6D_@eHsWPH7rSU@tUl{j9a0{
z78)5J=U{17C{-x(WZ<h*Z!q%rV%Y1N==f;1{s!*VZ=#r<hCdft)1Z;`;^dqK?9(1g
zSRVB^@7$81I?J+@W5S`<yM1L04C>F0aWXVHSV}J7&C;H~@8h)I)LfNg&#T>59W|S3
z^WgCWhJ-Z|>tl+$wiZ6pwUd?n8ZzNzuFPuTIiecgE!K?(CC+)+fHn?K{?EXv*S}5d
zch;jct^LZW9=Xfw<<-v~KigNadRkQPvPGNr&N&p?<t%N~+<SNh`#!6}`&|rMU6Z3K
z7JKg!J9S-~=kkI?>HiFT#SPI5)Y%#4%qjG#7klwAVWQr}g_GiSm)L7KKDB8)S2$J4
zxXHqHvxD@MFuRqHtYfu)9lKSUpcmvB70w!@ae?W~kv^+FEsq-4rT(US4DU9Z9=19z
zc8q`O?cG{#;nLUF*?ssb!nhK?rcre2idf&$l9Jt=Ts{uw!t4L+UijrdL(VtZUGok!
zxR$(M8|%5;;b_hx>wLA~-sk@+HUBeQ=ubQzR9GJ9((SUl&y=e>=hdpk3=GQ~gKynB
zoSH4Wbx)#FPhv>@Jpa9}tNt^bQ2PFFhv$EW1+#)~T$+AdKBV{_>wkuc%3l8&*4baV
zZu>E?De~pHBP~L9euX#6*R>zm|4Ah?{_F8yvrhk*ZQ^|R!-2ykll+#7%R0Oc_I}X6
z2+_m3`NZv=PX8Ri{|vE5J+=#2tu*IaGS6{FfxVTKX1_;+{nwM3UV_r>?UO33MG`{i
zwAOD;_|LGm|HF*x>dR-3ROa7bF8k-<dG`A+-KR12SspL2KQ`s~w4lX}J%1L@kNd*-
zYCbpLTe+W`clw^^-L3Fv@!qs7r1HK*o;S5~kJg42M<$#)<k(Z>=l(M0+v5KWa&{K~
z8P@mzof2-Rocj6C%r{T|Gsx^s{LirT$X8kIe~x1DUk};;WeMH25~X^NKAuu(iYren
zUMmv7uD<q1Y1paC#K~NjR_8=C9?;`_JMY=fBOY6Be+%t>Y8PPf=~S}HFaB@YmtVC$
zo0wl+`256Wo!Lw^lSEmVJpQGv^xnBe>$dyG{zX4}<L({0_rz81$5ii`ZAHR1{fBmW
zEbA+|FVd~_<<4@YJ^$Vx-d>fvB)F1wmRacCZ%ubA)Fr;JNVuAQS#g%W(F5Nzt2&;n
zx3#VgJYC!Na%DDKm9Oah<khNg-t$lSxM@ZHY?+=%TeN(lwmoze2~Z#{e|J55#%&>0
zJ#&)8<oDLw7#475ajwr@u%qo><ixZYk1Re<%RhYi-sXK*SG?L2sT>(K|7Yb~`-;bZ
zJI?#BuD`FgF5>01U3K4Dxqa1toqUpe$@6RS`G*(E7I06UU${IoFynn@VQ$W>9Pho0
zOPNf#%F{0-^gQ2Y93}e1+%U`hp5&yv(b3a`rn~R@cdILGj>7y?Cph>|@y|T8rp73}
zNrU-<?v{G~R})XJj);n`+}^3CcS*<aj@f3OzU4dL`(N6lzBtpWD9U;HZTU&66aOsW
zX|oYke{s0XT6or(>woSVADm_oz4Wu*kEAm1na)aI)jUN^W>*|MZu3|n<w~5$^l&@j
zYob2y%SAq~?Z4$R^Vo&tgVUdDPd=D;e=0*sxE0^z$`$VQ#ml3;%jGU@+LN&TRMGwz
zIk&2^Wk(<0m6G21Zt<nJVwH#2tbfWs!(RVCLv8uj_c01H{xhWC`a3CKc#BT%e}-*x
zZu2#aZhw3C^Xm8Hf_?`5<)WsoYridDd+V0XuL~D^k3PS7I>ujkkCTPj`<iy;Gsd|(
zMGmsA3}t3jYK_UtQBe^$T{Scdl3k_SE;*T5JrHnsV^A1;cHzr#J-J%DTW-RV2Qv=-
zeJJf+>+#@s__WHZR}T3Tvi9HF{GzOI%kpz7tveF!nSUH{x2d^l8RvPfYv2CAldWEC
zFW($D`^mqvJnEkqKmBK@er9rHvun@acgzp;O&D)GKU~jq;B%zwvIzD`_fs~q1RWEz
z<#@ea`*@zk%iyyQ*9twl6McH=Z5t<l6K08r-&*g^+j)!OS7FTlw%m&~$)XRXHh%u%
zAsF}bsm>*xO_g0gt;>7X%RO1ow)+;tqLN&LgC_C`+Xc?%Y@6h!%ortlhb5)HBtOso
zmT6TNWDohe>f`mFlwbX4`1-DX#=5qhC^g{b)gQbs&aL48zAFAv{4CQgc)D0IW$w1|
zeQ^t2MS>MHNIVKcYwO>|aW`!Q@0`tgvRdcD1W6BtzCD7+6+XB*z7ESaju&rtpAhl$
zUj9t6_X>^bQ=jS2+;00V?|99ZXAK6?2g1swpPP4G_g86sB6jg-z11QE!N&~$Ui$g@
zIi7Pos(ZXaH&4C1`sKH&B@Tf_9jCYF6@GVPV>lq!wppj-ZP}$`zdWXghQyn`ePFD$
zd!}Bh>g;tMy;B~q|HD1us=wsnZ21X!cQ{pxRFun3%s$i0_Ducz%ugrPEo2^CVE3$i
z*jVsA`L|cans;jAMh>fX++%w3PT9IH=JECY4(jurnxeUPhwQ01`}V@FNVZF%hqZYZ
zd~iRZJ!NP6(f&dvqc}s2)dl8ly@!u@KS*I<>D`iIT(jWAR_@GuYQJ?iUVgNX?Us!5
zw`0LdzTYZEPn<k<XA1Z2vcgXn*xp`mOx~lq?8-aICB-^BT@_C5FMAq%Xdcsd3+6eW
zqj#0f)teJ0@y<L-Yv+wqMzM3Y75|tR5q2?q|A)>jkIk{Ow@v@cJJ;;g%9fWqXUv~n
zdAj&*gRxt6yiml?w|T#&o=IJ&#FfsnCN8Ben#s|UE5-8nk-|A|53o)6V7q=&uGF{U
zWNmkq4~g{^9~(s89dq~@u25f6@?2;Bfp6u{3|GXTEw-@>JAP=fLa%B>$AO29GjErF
zZ#ZVyb)@b5k%f~UWqcLZS~H<N{BWgwMsLT#<j)e@A54mFJfXBD_siXoEd3RSZY@e&
zD`c``s%J&(ktW{<rAPcH?w(-yCvpMrS^vWyvM1a&J$k2g@%D-%8(F2h-&h|HJm}z_
z6>EL?bm}U*<+@iU-}8PpGh#(((j(Cad@~{h>Pk=EzFo2C_~DIrO^<wtJ<Q-cX;(*b
z;Bw|^@w*sy$jrO(<!r`_U9ETTO@8Ed`F6mLPkyIOXO(1{|Kz$6{<E#ztn!@kWeE|+
zTNh*Aw}gjyM}NKY=hLG1X3J{ced-DP&rmV#_rLUemfx6}c4>jP(Ve^U{%PmqO`EvB
ze{Kpe*OvM|ac}$b;^RB!`)}y>-})(8=gpBlllJQ>&s%fv`G1DBm!{o2CY||C-Qle1
z;k=1Ap3EtcJ5VMc_vGp<2CZeQLGu##e?3(H*OYY^b>v7hC)4|J|0>J(O#c~9Ok7%j
zUH(<}ydTT|Gsx}Avwyz$KZ9Z{e`Ea<k4yVs_kT4#UlYV~>*bFB4D<SL+qSx*i~!jj
zS(O)mPa}Wj%Ftr2Rc}*O8j3QPTLvT-S<5b35~z0MR-|VRL-^8+B7rp>Gg<VL&p-Un
zaBbP{#dDV$INWl0v{dl)j>0ST<u3#0n@%x1<oWtj$%6~*D{Hj0N_rhup7`w_^ZbV^
zsAcgO)|1St(YgC~V*Q?kzYEHaf9N`WrT+2p<MLlW{%6?K_54WAzWT|wJ@X$=Ut|Ae
z$GpWTjfhZ`F@o0>Z~C>?AJ-39)TKEA*Z7AbLyrK*_cglZPSG!x&Juc*v|@KSgMhUC
ziCOm+HSCU-bLE+ItY7Ky@0Uu9<%U0tjI3&1tJ)^7IKC?LVyxRKZ;gB6KcX2Pe_dA`
z@u6XA-jdC2_l2yCjybY0hzMAIVcU67_FJpU%BMO`nn7`V3<2WH?Yd)Lp5niERpMS?
z-M8f{FUIut_b#~e@t(V8zJb=3z$Xch*V`@Iru)ZxY0UeZ#l17sizXg?|4ZtopMF}#
zl6hyYE$Y(h!ssz$JC9GR_1#+5HTTnc<(_@$S-VA9w?FL7;=3K9(Z7ve2mRby8Gh1M
zXF>AQ{|pCiH~nYu6Tk6w0lVFX??on7HcBrK-n!0H$ddl|{Uf{6^NTdU-Lm4m_U>QW
z-raGbPb56f|K_|{w`YFUMHi2WL8c+D5}|<&>|3qCyK4n!21?#-TGcbjk3sZoW}MYU
zQ(1#7<NJ}3(Vo_a^Df7^|GvA|pS?e(l%e_FuB?Z;HRfwGwOKYqMcnteCKTx@a(Rm2
zWNnLtvN<bx+hpqkuQiy@J}P#4z59}%LXvVHqBt3)%WG$@GyZaG$FHlq^95dPU)s8E
zeWKk-F||+c1UI}XSbgx7hXUW%qsKq|X9(((_V(ZAmfSj3>T%({kj%B&`{j0@usH9v
z(Y$qQua`>Y+ci1q8!y|P&QP4O>!j65k%>Ehx?KrtEwHpVE_ugzE$;O;v01feFWtR$
z^2yKDo8M~8UeX&m)7+53fa~T-35LlHyw<<VJ^o#aHUAxS`t2DHv3pfNTlxyOTb^hC
zWO|Uleb<T&SKr>MPX8S@)xz~oLH_d&ckOu=@e>mMGhB9C*Z9Y{<k*81Ehe)bWl1+a
zKh4Pa_WOoq4d%I9?<#%!`etouwC1}D6E3(Hta&V37f^h>YT?Qs^MC8T3RIh3@h$AV
zNbx=1g(4>$q#YG@NKaScGd|{_P$VZ%x%9e?Wui>jCg;VOpAV`YQT=oNXWHU3VUABX
z=bjAmR4-4Qd?9O^)z|M`LXlg3N3WH;`M5g5_hG*gkFZYnhId+ZFV3+UUzcEby#lG0
z)<&KKScuXlSo7+S(3kW$=D)9||Cs))Hy3vcKU{X=d7NWD*itaE*upih(mgNxUf7=9
zZgiB(WsS&YPo-mf=FQo$`m5;CJ?4QO&wEoGUMlcd@T`&azhc1tVF6!6#mkzTfm>Fu
z(OH`-z0PaPYmJtLNlXnf56t`-Cb2V|{m;NT>A39oTO~i0r=8MNnJDIP;7!32=J#{@
z<~v4-?~}Z&ckN~CmO}rcHS4vGt*KPl&cpS|;k?YF)we3l-L`M?u6!HxV)coqPXml%
zw;LQdaLnQH73P!A8Z=xVJM$h9`!04bbJFV*mCAX+wWklug)lcBda^N~_?Vx=&i@RY
zf$`k8vV&fJQru(6U0v||X3LCQ5i2YnJb56Kyz|i(>BGCM?<_r>`9U)9NaMEu3<5<D
z_bu#H_;&K^YN5<Bqn9g}+pbBwC>pACoJ(A~@MRB=+zk=N2Ah0=X_v$=uT!4&$}*)_
zMX{n|$8^hs61O-WKjY(gaYOi+k;%4eZ<ku#Ij1~Dea;dUy-5~D4zF1JxOzVKd04J>
z|8Q@@we?I9hb2<EB*UM@<S8`2;@<gP=jN--Tj}jv&Z^zIryU(}uz`1z;AbJ>wBmm+
zm1P-h0@!%!Y>i$%dTEk<K>AdP&N>0NS8pU|r?cc7JfI*JKbvKu&OB4Mos(F$WwhP6
zry1G!*;(RKNJ;78zfaR%6!#gg*(ZKcOj#;(gVwt+X-C!q4hF#!48{!X42H62ZEGwS
zs~iitoO^Wx`>7es635sbzlSeh@MQr{<721OIl<l&dq0G4k}LZ6Rr0F2`FF#;ewGh@
zHE9>S@9z8U-B<DU==L)&F7nj$tO;$Gk#l^$*G!h(Yun7HZHHJU&aq6`%aMCnZoZ*9
z^UkxeO&n_%e|p#(Xl|Svcr0R)|07TPUItJ25P?VlW2kBTPnNj<4A(jBzX*rDLauo;
zy_3D-WoiS@SBU>}>DB(X<3B@iWW4abyEf*6)8*3V?Y201ye4ctqOxuO=q0&-)0%gS
zV^51LF*t9Tc+6g_E1soRaG(9(SL=Vwe|BCyd&kF5OX|D!{|Mf9mC@}4<K|<6yXrzd
z>)s1_JEc0Me%_VGHji{{f}Y4lE3aJ37j3j-o&uxp<i1AfKbpK}s@v`)+dP&2qZ#HI
z{v*|<e*Tk;&#DTEs&YF_SZBW3&vTFcLzl$1pYyVR?vSuNFZoA%K5`9v<3}vZ$%ntY
zJBznHDmpp&9K*rCuF0?LKZ2`g`(GUEYTQmg|7m>V<Uh-*!~Yq)J6~BLkL(7cP6=-B
zJMk%tm~r}m*vQ-WoK=F4t=Xg*X7QZ;-tt8amaqHSUw%F-(-b}9lt96zf`TF=ZQ+0q
zF&CnB3hv&yqy49kNzbV@!G3P}ln|@JT8@J57nO@%R84T@T^={>xcZq_^;TWaeXp!}
z9NoC=9z);mO-FaAvo}<}j$7!O{zkmae`D;;=ezuS@^lm;^mLv~QZ?#h42v<ed4Ah|
zYVP*lT;&}ZOSbG_OflTdz{e3#|1B|UdlcK$s-x?47EPFT&-3f^`B$!H{!v}*=UqEN
zdG7HdLv|Gg|0k^3EZ5#UduZENCq>%}WrpA2ELri?J7@Y+1?J}K_qL?(=(;6ra!$yw
zXXAGZ(GyvA>}r-$#~y5!aB)<#e6a7C<@Yt`f4FWv-TFzT<=EnXQGZvLD^Dowj|rRR
zwr69taZ$c}X4fPWfjhpNW!~K4wD|g;p`xy|zw{&5*D153EtFq4oj7`<`Hk)7=x_7b
zFX?{Y@^R~BOO~1bGOWz~KREuZPP*=S`OOsFt#b?;Uo^iATzh7f+Wj4G`lSB}_hu@q
zu2od2uM(Gib#DGg!HCu?x)-bRGW^Q^ESb}M{==+yU5c+()h*gon$Poc)*ijh(MleU
zOfJ$91+{itB4>W`%~f`~^zGI^M$<K?wNiRkzC35YG-AEc#L{}US9WPp-fnqkKkYcv
zd#+0A-Iv_F%TZe*7bM6t>~U!dc_9DFa-q>;>lfcmRxIjDZ3RyqU7x7byJX^3LAS^m
z4;Wwhru=8fyqguTH&N)P`r0?IYWDwN`Vjy6(C=9c`>X4-mmgByHN$Pm+rX=Herd=|
zexud?$LDMO`<L6&U*xICujr}E{r7UUS(K01Wa*ib@A5eg$DAwr@kMq@wFcAr3#`@J
z+_84@TGvE-Jx|N6IexYC$^7E85y;iw<n~8wv#x2@m#5Yzr|NE*Zs1?g*%@XyjX~Rx
zU8cd|e9raA7_-R_<joIXn`ZU(?b+i~)4sjV<6><%VQ@6k%~Mun&V#D23%I*KG96qr
zg`4}@ZueHPOJ;5E^(Iq$nl_0%ozgr_;{7q+D1Y%omptOVuOx42?I{;e6<plp>U(bO
z*6zg0paY`kC70c<u(OyM_c&l)rC3E;kW!ziT%Zc?iUlc?imK*WCCyiFSv2X{OTWbx
zyGpN|xB12q8hH0Q4>#lP%yW-+zJ7a@A)x<}-IQ;a&gAMd>uA~(YIeELGMkvp>a_D9
z&&#Pf@-qtkcYmDo@&3zi0WZZpi}e;wn;vi``L2+OztRRJ-{sa-O?9vNcCgJ`_`vh=
zg*@GyQt8fhTnBkr)&$PDsOGLaHE`#Lz0tN-Ma8RX<R<w{FU~3t%Hpn+y}47XSygZ`
z=N3Jtw`Jc?3(sPhe|Vqv){h$Lo44-tFnjMg=U8Z4Ve{5bxBm>OP4n|Oq_3WP@lUAT
z>soY3_RV$c>dxg(ebQ%|)H-!vSty&^PxmwT{w=o^McMExiad>Y;kxbP{XYf2*8lo$
ze<rN7j<d>mJ>$Qx-haG5yKTd_tYdZGiRY_7p1z{7s4In4Bz#`huIC*l-L>&~D@C7P
zUDjV(S)$xnvs!Yhxyz~>C(ob#w9k`!o|OQ<^P-(5JFk9;&30{jADZiSIb`D7Q>U4f
zk1BL7<yp$WS}4uL@s2O+?6W<;^!C@ynzHz}^>3T|(c3O?{fzP1_s1m1ZuzAKD=Y1(
zAMPz(b9Sv~;_4I2LNDd!-7{#YEIO_7d%8jqgG>AmzN*Qgdn_NxdIw%DS)rE}*7xXg
zz%&N|o-N^l$J+Z{lWbowZ(g)hHaqI7SZq<O>3@duMN9NPwD6?ccx!z=@%I|j<K6OE
z-Qgd%MCGlz+_^Z{NFu3Q^`cmI=eZ|rZU+K3u1r4f$sXM3AUjv|#El=Hcq0?ry*8O|
zKlfSNS@cY*fa~Vs%7&@R-#0#%Eidkoapv#UXIoj%@+)NV_h}byMn4S;n-p<+YRw!T
zh9mP1`UhWO-m++C#-F6i_Z^qJE{QQ)aM_#X!_O5gY=+W8(H078Rvea@)7Vgz?)#C8
zSKnph-rb!``@CItR;JC9h&_1DNm03)C#A9R#6h(N>s8v!o>%qWy)At{^I*33&4=w=
zY*#~r*!KsAC|}RNeOOLluhIJXD?Kx|>u#ty<k4-$o>!~Eyl&Bs+4Y@KCA)l|E!ExG
zb?<J#<F|(5JnsaPCzdk{Kj~?E!1Lro=7k!UZF>YA6O+HaeyR8GgyPoST`qT$GMzaY
zZ*R{st8U_#HDbIK=x~nBjTiM;9b(q~h5Cm7a}?kI^^pHxmaDr~5}XOR8ZUF?`ZTj|
zic?woQuL~GkN>#39?^Nv_?Y66o4Zu!#A&^|2Oc-^)lXQl{Ez92xU^gABahc**5!Oo
z`>@BIaoy#4zx^*QiRZ3+!Lrk7-Mx0T?UEN5+b8^IxLxQKX|pX+r?K&;`y6|#d1)2(
z(QEHK7eCBBf7-*kI4k+j_a^@n+;OwJcA?`jKgM6zop(R`&k%LATHYdnBmZaC>0^~s
ziZB0XSnqBue{FTSl|7T<wu?(Pp4xQ#ltbcuo9p_Z>EixA`_~UZi+^_ObGocvy63>g
zOjYa7oG%Z;rBS38?E|$TUKN?$y?y@<;q_MQI^Oh~5$eg~>fuAgeJh1j?<%j-UoFGM
zka~8D`Ly?}N3vD?I8qbmZ9SMZPh!u7e72=aPR?j<Iw7pHGxf_Wi*@hcPTT+aGymUj
zS{~23a()&mKVEl@T_j?rtH+TK$2;71rtC|}na<U)^LA@~;g4%yoq5-YJ(-c{qTUpe
zv~b^*w<UkOwT*q%f9+6?z2x~N@ciQo<tDswx29_wJ&y>qj*4))zCEkpL_4SCe}>#&
z`j;oa4Xm9WaJ6z@*`}@bpI$Tn``G@wh;P2@e};X%nYW`I)0qzDa=8leXemA5VoO)+
z`yQn8YtNyV2k&gqI3hSd^`G*)o8OqWu2|GS)aZZ)R2}LRCY2U@u_!Avc$_c1wNu-l
zAv!8E{8r+%ua$4sC(hDbH1(l%&w{q1Lk35Gs;kVexgHxAzxdUyQ<(x$5phTJCcNAp
zesoFm*|gHR2jV<_)>i*YYOuDoKlI_|{e!i|E3>4g9^JL+!1YOrf_W0Ep`vack5z<w
z`kt-Hu9Mq%{pgInLiLMcbY4E)W}dvte3jheeXIrXA0}rT+>5_^`^2S_^?LI~3R;77
zk8F6aYQAe-@dP7>(|mjR*0$|@Wb5_syiexCO;gU6OgeS(s7}wuO4p)|Cr<VLKE!c8
z=RryW^O7rntY)<>+SMY}`)zK8(kHoWH=mPoo?Hj7wzJF;V3f4E^zxtN<uALtIoG<Z
z%E?vT(&_z<HKn91?YwHY8(;CA>+>>yEnB$oM~2?q0;!j4-<fJJ>$_xorhF>D_U=`0
zfBF?pvv}KAWov(A*Suw)<4wQL?cKX&+eGO|rIWMIb*ZbD6>%C(@hOihKF45XoonRn
zFPJ5sxpi&+<K87fm5~9t=Xa#svfWmFl{=p0Wm%L`=Cn<*E=oJZ1MYA#PSX@;^iWCW
zYEWPi+`>>CVJG=fZ2como#2qo@;84SowLa#NJ2#6z|Y{EHSY|LMi({l*}eCAVPjia
zUi)CS=aRh<?_AuBOSRtd1a`ewm^k-#@sA74vky(&&=h+0tLy%jQ?B1<^lA#_-rJF)
zA@atLsllwtAWQf`uZ?9zzW&1+hrnr}X`V{bK@O3gx?3icrwI7Do6i2IckA7|>xVx^
zSnEExT64o}lDVhs)*~JK8&hJg+uL`t-tT<$F?a9z=}9HCw`?)ewn{SO7T2&;KQnPc
z<N1@f8m#ZyANp2R`zHKQ^~`rymsP6GoU-M-g2R~`3@IEJ7#JA%rcT#Cyw~u}(=C1f
z83LO)-%LAJ+WGj*#&vIZCbc$7_uo~JdvMJ~PVuVRl_!_CN}S%h_uahkw}x($G^XB>
z>A2hQyP@a7=MyiZ?4+)JUA=oQ?^o{Cl?$)tq|G@hBW<(HS<axSc*1kb_m^cgn3rGv
zvbxqHj-z|W?j6~kHHY}m9AILXwOBKopDilFH}yY*Ft6LA%l_7D);yo;6ZSkauty{9
z&_?EBGwmgd8Z46^_}Yb)@7jAsZ|SEn4%Jz%pA|w&CzkC9IOFWrVm!@WKh7`T@!^a~
zuP(iN9(YARFE=mhsp^i2mC3@cy{i^Fy)8b}cwXIfJ9(#{hz5s(mT$iQTQK=QgQIEQ
zs;vE=IQIT$SSM8fLT$=6lcgVzUzPce=(n18KJPWz%oz0P)PY5<=iMYtkp__EyDyb?
zU3$dIcj~O%rNX&~?SJdK+CN<H^x5rd)!BNJ{bt3>&%Dr`!FTv1%Oz%o;C**Dg)?+G
zJpc1-waN4cD-Diu{AXD9_|LbcmFtg4m|dJ2{8`>Y&e!qtG&Mi|v)uE4r`fKQF4nxw
z-29&*=HS==4EC*Ik?%##{!TKU=lI!u{eOn2DZW+7%5So_{AUoD!Jq%yA>w_FWueF}
z(=8fHQ<_vfL)IDGcB_xM&b>m@%+Aub<v+u3jdhz3Zan#SzU`4Nk<<EjdFLeeZ9R4W
zKf?+0<Moii=2^e>=RY~W>BQ~w{NM9`#rXT-Thnn-cH*;8GFQ8TR>yK#t-Z2s+KLNr
z`986n=6P&-F6(>wrNc~nHcouj+&llxR<r*M5&L&te)A+_?G%p}Kcsh@P}{tIeI7^i
z8INz3i>-_2Im%z#JY~0Bow8th#=hq7cR;=Ky4I*m>+%)%?le3pa3*tt^7pKj&((j&
ze?Pfm;hwpsoYPo)`ZYO?n5_4D<vdv)Ryg&xRd)8;^uSrwDU+lt7Au!tyL-OLxHWF(
zcl(KJqh*b*``^2;FmuU&hDe*<U7mJpD*ssVT|Jv=)wfV)x{K<@JEyOgFD<#1du94G
zZIe~2p3e1%o3AbUZ|bUY+bGkJM_aFKcNGaXBdLA@)l<~3qe8jgCY?JJ+IV-#&crF(
zTD?ykzMk>I_8j|O*SuSM?;i5CI+~od+|FId>p#PL^Skj2?tWc*W_?P~V!gP`j6J`8
zm8LBX^))-D*zsoVg&f0&Nr9h)C+)QoJ}H{y5}BNFdul?+=RV%b(5>y=D!aEgm0Yoz
zDOutfF^&0T$71RAxv$h?@19l-ocLnm%Uya4dHPIVTPBy7t>1UEF2zkbk)>!sbK~V5
zODE~dJ8f=@-yC)G_5qhbiHBUuMpo;ta#`FtT2-C4BlM!FtW)&T{mp?X-nNblrJn>o
zo4u3AC81~AA+FzoT`Q{->&x@pRwk~#leH=4<)vFECZ4*uMEi*(v*0I9zRhC1Cr{XX
zY~XjF?Q}`chpkrYSp4SaC-3L=K7I1!?TN?gm*)QMUMju1di|Tz_FJMAJXAl4*LYbl
z`WY?05zZ_&xwh6uELUzV+gj7Bm$J&+&qnm_)>&A#^C!nM-Nwq8vV$wW%&-ZsUVYPd
z#ldPGt2G<9KAPlot9G(XHD^ryfyOTj_|83&752L_>((uaoUOS*mWHNlm!;+;>z!Fu
z!8(2VW0kNTtI!@PAFHU_Zr2Q5HmotyNWHayfy1_nZ|m_N$K9{!?Qyz(D|OGamnPmb
z9?en;>ExN17`nOPY5C*(^RCXen`!&@L%Y}Js}C+L*|{k)X^Ov~j+DPi!;OO7Tx>SX
z?@un^_nO3!RxvMP;w|y}lBq0<6MFico7`$Szpnbva5JiW%EtQiTR*e<y5@O3(4Mn{
zSyp<-`+FPz_=`T9z4T_5l<Ai5#+j3tbRH%7d=xd@RQ*_S=kq7)^usUwam+Tqxn%d=
zsn`8GbM+K9&3d};lK0HWNLAO~?GuXCPxtUV5Ok26$kw^|hWo$%Wf9Rzx%qc*FJisr
z8GPW4r}AaBrJLIhc~^UPTjZY67XM{@teIPyp)RI`h4J!*Z~-0F*}?nT12<mHGmXq!
z%4t)VbnsiUB=@xQ)3>v;8t*Q*cptGL;_mYHY3i3tx9*g(5zN#U309w2vheV`<AU2~
zZh2Ru8Iv&aC_~kr?}E`RMjILLCdX)6CLehD=jHV4*KVb@9{u`ck#=^)t;iIG39A;X
ze0&?DyKUl1cbo5@U8}yoUFWv6dEfobO)YO@9;i859$#DZ-OTFgv#Bd8tMV31ihVKt
z;+^QfvmTevJGE5so|{toxd)OWd<$d*G?;H8Pb6qg+Pp;X<MC%!E45}Gdwe5(t6dkv
z^Z29J_QlOtG5d6Cdf`DuONK*gvn(bUd{w>i_}|Q}QIn4dy02X}EurXr(YD*43@0<6
zoqx*6UTU3<=5lw|zq{`E_16~Yi5}Mb5h;HrP|nS4P0I!rxrlF%rrmeg*7T3Nd#+n{
z_t)Lxu1_?U-ac6oTDF2g@6waxIZega8kFSpI{)~VE?O0(GwnJjbLI6_lPohX`7Eh8
z&EvtolWlGNp~yuN7cYHW%6Cx2nPrk;(b8{kL)8mHReDnRb}VUk%_!~uecCtfnPO?t
zbaAm$8;#xxy31Jx9T4rU{%*16{tp-4xkndV-kRMZ{noeK*jjn_&d!T>9fORHUYU5P
zZvo!}@#)8`9I7X(9=q{yGPjbphpf$trAB`iJY<+zbiDEPS)YH}7Z+zb?kY+u@7)%C
z;?6?FkF8JiER`E4PBPLqt>H|}73s{Zt<0L_`mOv%z%yl$z?{>X#|0G6$4q|hx8sA~
z^xAALcjF{Yy-1lQK@DoP=XR7P9%N>hl&+dr#JDwk&5gL(3v-RVbp2FQd%K#?Gd$+0
zcwu~{s%!nK><^ifZY}BX*wH&TX6`}<4a>(i??rXnX67%6^3Kk;c2l2vlUwxEX1*@N
zKEneCUxsdt6+0a@i{qWX{Q2!}G0Garlcj~+>~F^Zetjo^$-LWSv+kCHtw)YMda8S2
z>F&3u*%UXqan<yG=IOJ#y1HK=Gi*99>(Mubr`Eg(-NYAUs9pA^#WeZG4`;u&4|k)p
zj3sS;yld!j5m(r+qV=$wJt5+ggUpk(>2V*<wXb+}x^P9@3_ZO-C67H%eSaiGXV^@7
z#bo~5rtn&WZp4qnUV9?H+iW-~d~Ua#_|GFjKV4Sd{w(wMr<=z;MoH7O^GCwOfAy4w
z-K(}f^yyuOEYq9X*60G(Xxl#i=aHW)!u|GkpX~craN@iE@9jbLwFRmLhh^4%(Qdwy
z$8KuZ{cyIe+|#&A@7xS4SA2ZiqnDDXC=n`MP}pF2@V$fB+8XEOcVmucZJJ#0q<6LS
zrY3G4@naYKjy;%Au{P?t(udMHR$G@Xm~Q-Y+L5W!0m9RgdmonPo}RO=puqO?#S18F
z+EFGSylYoRWo}%3*GIVWRtIDHgkM^H5x*HDZcWa*HE(*^ZNHi6Pj((oTs|S!wrUmg
zkNMwyU6xGBc)8FmXiCbL@Vo!!{&USoj4EV(+nb@cWhdXKwH!t(k5w{Ul}D1Z7dyH6
zP1lp3J~9T+Sw1!%f9y5?!}SH5&88`B&VK9tIo<r}q*dILJkGHw&FMPF#Gb&Z(#&yO
zaz*#Si5-uR*G0|YUD+eFN_tM?t_43AN?A_aR{C9#r+k^uWmlG^(eGB)e{~jFeBxH|
zcH4d5ZS8-3Is9akXsYwn;~x{g{%3d{U{a+vJ7HJujP34v=3*x$UdL6}|7TFRFZ-Y2
z`tg6Kv{!$avR=o$b<QSEhT!wd_ZCh6&+v)&<Nd!i^=}p}0}n2|*<?2N*1zZfrVC%j
zw=k*1J*9Fgu62j_*6yvkzN>ZFT%nWYMo0Q?hioryD*PpN{-fM_yZ+RC(>;MFKAlri
zaw=fEmh<u7+sg0VHsLE`ZbfO|j%L^{DeYZfxPp0&oN4RnO}5((oMBYm#pG7+bz<9|
zscRJ`d0g$*60^RoZt;DczVGfy?+zs^t(qY5XWx_Sp)419t?oz)2y{;HzqB*fGwwKR
z)#OWuleP+HUSo`1oRFy4Zr8m0any6~*=HMSx9*%}_-{>pMM&VwjmvK)cKw*3+Q}fH
zE`23DRIX#SN#1oM3wQo4jVIZaw)ObDNW3%mev$nf%lhYk_rJe%-TV=^=a$<uRmFAQ
zTs*WYO3x@Ip{gov_pLJ@+5a@j|J!x=Kf~g%Ri2S^H!o%vTT>`DeS6vMPl-j(Ri-B1
z+Lh0J|BhF8u1R65Qe?=w;(wd(|9y2J*6));WO9SvBR0?T?4s#@SJp4Sa=7E|$xjib
z`JwBgO834tE55izb?4o{kT0jV@7oahBs5&-mD87>5$nIKo_cfV9mqHi@m(Ea$An$B
z{kpnz-u%=Y?mKbP6(_cBkNs48@uaLs^+x7<^S{-`2R(aLxIB9P&%~VDOB4THnJfNc
zvHjbSU%Yd-PV3B=cEMd}i^kcFg*&@?CcmnE?bUH~>xz)o9KOFz*M6`1dph;UextR0
zv(uLyN#3&EqgiG*U*!4KhEMx<nr3xrUGjD*_6nN(Z1QfdXY-F+DO`QLsqYh~(r??N
zN4_)pPZI4|q4M#Bb-%*nr>2*#&-H)MTlCsv`=zC|h6$T4zAM>X8G2{S?W>}(*VBYM
zjydR_{G&OkRQEAIzn06})zK|e^1@CYyL;4G_@*ZdQvn}uoNv1Cqzc988$R2GyhS{B
zPp>#Bq#?JudA?7$_M`WlucN-~no_pipgVfCA&cX>rwvYz%gR-<I~`B_KF<7m`QF^@
z16IBN7O%V)8GkTedDrRX!gFrhG=@EyXWyaczSD96--L?o?je=S_HFY{R#Fk_EU!HJ
zScr$gcoLt(bLDwoRqp9r(0!ZxZt2yvVcad5O0_>(Lmtk)!F*7?p~7@JdrQi;kF0y2
z=;m!J`@Yhq@X5P~YiDjZSR5;I{8blv?$tD@_O`k!2`)S4{krr{cNymrAKN3F7C3bk
z{g}?mcjsf<gA42n?_^yQn^lx0eD}z-K9MC$KHT28U2e&f1iqcCd>@@<)lJ%&8^kDc
z^qQUDGYy9V@pW!)Zbn+I*Lqi-fACl7&?T3)S2uJ2JjwKlKD17frE5*V^B)c8CEkbp
zv3$t=S39)r)2j%{pzNJxolB;+&r!N%zT?i3${bGhdHgjDyt?_vcIovlIa!mRFn8aH
zyoa4C^80**mIzK@7HsejzHGXF#j9yiKHRonPdQ5OaJhSR#y5r{KSm3=wjIe2dh@Oy
z{yr;q&a9I8`IjDVn)`g>@kuAvnJaLWGs!Q!-DG^OFnXV!QI!AUR~y#7)Ojb*^>MeG
z^RZLqB4L_uZhM@U{p=uq`Dhi-q6^1Y-P*BRM?vG~XS0oA%CgN&oG*R*kKU7?cCWhi
z>RJ~ArIX5=-v;y)tet$-^KrqWo%^{mq*iAh4w!N@yV!Q?FO3Wjjmvj!R@{~-*rD*&
z=9|){t^6FXw{0tqJNeYxa{IPzf`2zvuRW)il=~x<F___L2!r8$8-_CRd1e>i`ptV?
zFe&<OoavHD?-UL_QlG#Uldhh@P-=ZNI$r2ypIGUht-m?9X3yU;vw<<RX`Zd|LEC=O
ze(^R_>wckI+1uBqi>$6upL9=B@@jH)W@3QEs&`43QYNu8%kEsR-}wHnie_<^jJM54
z<{c}OSJbXE&9i&Q5cX?MT7#AGqq7`QYma}MVlCw?z^wYcagtebnS;VSD}n0EU*6W;
z4!Qa+=WW?(p0H`(GmH8pQzLs8B+Gw2ZTWuJhV@_Ug<gpl+&y(okoQyNv}xNX9XuFu
zXtI?;xpHz!qT?O5x&WVld>{6{Z%@%Jx81Y<qwbc?Y)W^w=o+d|ywDlGKlw*P=@i(B
zvnP{3Csmv_Y7g2y;X%)L_KnN0lnXCiyJfpjdWuKv2BQKtUxtGBiH~-!IkTO=V7s+S
zONUAvQ^yqx>FLvz+#gPP*l=p%#OUApadU2XuZWC4$s=^^%!b&c*u`%XCLHrU@W`Xc
zT<qX6Pqua5k6#L1lD=7TySpOf=Os;dwTRw5pBR=-t;;!L+|%cNra1WQ<L(s+bGEgs
z&(7ufF0AeGv0qQMx6}9I$|RQ^468ozTRdwp?3?)L#>FN1Tlr0=F8h?i7M94QB@`BN
zjw7KiN9^E1nd`1=Z)R`4oq0M}Wm)R>o5ebQ%GPHlJo)<gsZhxZeVcsS-Xqs0WnA*C
z%uC5!)OasIP|W<))SjmuGb<7nD?DvyIlkh@xnB~hX1j8<&Ro{reA@ExPjgQ0cLDqL
z%AXWf6~AM&Teu|t>_h9>V&1#k`~Ir7)?KQ()~Y9ZfG<L*thr}fRdJ-c%SYALNz3Nt
zO-wVky;S*hgWZ)iiwyUcO%}GltNrzE*Nf8m0<kZn_L#lS=DFa_^_DGYO<Lt7Rh9=0
zI}0aYU(dd9@;@Q-e<y#t-)O&Wck`RP^0}Wj_l?ua-~QhFdAr5ic^XWsUe20(yje{1
zmZzzQin-anGUhx_?jvi;%>zU|b^JI_p37Rhw{P*X_#3Z_GPjExpB25ir;W{7CExha
z3BG3xtsX9w>>J)r_Uk^buX`(+S1IYmZ@rprl`NGzCNVgMDD)gTQ!e^=nZIb!{Uhf8
z89wyBEZ-dIsQUKHYK~4dZ3*4o?1e!N2c9?oxWJmv^|Gq1U+eF>i~p**EjZnSM6aBQ
zxA_u#`o!yb#@;I<?zpeYdh<*0>hypvlZI(MO07XQ+jWXo@7ABdf6wAc!nV`Lri(AT
zrgAAzFP}v>r@!>mgxAJ3Z-liQ^ZqiYYriTu_;{sCi#Ok-Gd&*<?3~&yIkP<XR>$!S
z#!rWB*%;3=h$vp#`Z{{0_wBoX8{aLRl<_u?$>YU!^ZZW&2m1Fj%Lo)sysotFN4eki
zoIl>>#nrM0F29=@Dflet#iLuS`ijBrC*9(#M9*>Lbbqf?H^>mHS{>ypIdO?l^p0Bx
zmJ}Jv^gK5FP{8kJ9p<+DvG?yvMg5Fv7jN(OE!%iTCA~BE%)yW;$NUVcl4azI7`RW%
z3wxJZ-Tu#z;jSFx`P}#0!lx!`rG^~S%TFD$+rhjzU8U#c$=o&36>0x&sqUIqSQd8Q
zoOQ`3p2c&YZkJI^?mgHc!6GBLc4<~|+}X<9(wu4E!`7`<I<7yX#i)(NOyrAA6T9DI
zwoU78Jj-PM&by|v?cas2vuT-)W%e0;mh98}*d#YNs`ordYcR~&a$ZzAt-4eHS_XsJ
z>u-yg<+tqo**@d;{*sWynLFNjtan@|_59fM_CvS&7G`G6e=*JHtj(r|)8;q#JUvoz
zSdZ&DyQO*`=ep%?SJ^f%*L~%b)O+`8;Q4b*8{_9BKh0^L`pQbKNQ2p_OI!A9_Uz{w
zTdETk*m=t>w7LE>?7rvx<?-Kzo+p*PN|xGgi>;Ch4=?)`_O`Ipq~Or}$|ng7YtC<b
z6}4WfMD5&-{|u+^UP-U!|E6s7Pq%;J%G?r<Ne}bhr&hl{`ZRS0kNdwzeB!Sxzp8E3
z%DMMTsyKN0hu`OS-+r>|&%Z~leG{{jmHo`mmObV#w$7i}zO0%*vGHvX@(A$St4I@=
zmorrt8qQfBYH7WD@jS%7)wz#uO6i)hN8EB!m)H7guN_>&{hvX}ZR&r9nEI8=Dt3AH
zh;4}endJ1$=j5E4#j^YF{ng6+&%j&7miedZ-ljh{Pn*8|$t*VA;V-N8+v|!F-l-*y
zmg)=%A-bZ!1(rq2{Abv&{`0+m=#@!E&JmlYoe#G>>iBt^v+vVmm0NZ)&ttQE{jZ+O
zf7=~SMzie}UmneVlEotYugy{B$^PrVE*$!??3kHK^S^ub=S5g2-u@AIW|l&ln^Q`j
z^xDGhNZo~9=h;syXI?(2KP^tv&!_U>dE3{M_y1>@kl**8;Wc>gtLZ<{&wplqvlQO-
zpWy&#)$v?>tBx00E1yNIA|Ud>dB@V~+>}+<jdc?HMCLtPzApG^)zn$O+1xP-lPsl+
ze%0*%TNP9mt~aN0$)b>t>oza<ULMJ^%T4KxaL<2+^XBWg!-7}dI{Zz?_vzVb2VZ`g
z|54;`#D9hi>m}2Te`acy+_=F|#GdaQR?^QEcPIMp?DTzi_)mAT8E;88os$)N>$t0r
zzS7=Pb@CscZ7$_~Qs7n>U|?YVZhf$wcxT6btEqQ5<(zsRJX@b>rMs_hQ-_@UXOBBE
z&zBYcdF{1+l5L-!$2X<u=+cDKEDn8+92P4x7OhyYDryV2-E^y+2_l?EdyAGB{0l8x
z{Yw55@2>w0>-7KhGE`38vGbGrPW2UEP188n>BcTIWLNZfy1Vq>lx_E4iNC6!YZd=h
z|KH2?iYM=Uw%lrM&wKLOi-Hqu=APQgua(2LCRc?2b3L8^eaU}@3%9mqU+X*ZW!gbk
zkzfg8Cgx#k!fg@DM8ch8zW4oSc;bHbKf~)g{}~J;ul`Vdac&R$@2mPB_0LM(!n4M0
zowf2j*yOb65%VL}8Ef9C@7N&L9uPk5O6)ynu05ICi^bHLr!nXU&-uW3JU`|?!yl!v
zjkhv4M&7%3^Xzh`3y!7Sijz<0?w-0`Gl=i1efg@Mqy}U6Bifa3Q}%AUte2OQu%SO-
z#|$feJvBWJW_x3P-E-_R1y!ke{}iGl*WS5wV^@@OnNIS~X^$)}MfUL-9e*0TT(y6p
zgt}y;jo`Q5un)c~?(5CAo1dTZam~Y7PXm|gsip<pX_r~aKJD3-Cm)t}-#X7zbjRsa
z+~2)wy;E$A6L^+6N*p-Gq0G`ei{VIq=d8lbO&N*3w>+0McJAp+<d<*?O+9xkjc=)2
z<#P*#u36t7*-cDdwROsF;gc1~^Uv(;RB@Z2DV?ml^8nwHiSK(JT<iHK9Ql?-cWu_~
zlatR*UD|u*;Kv<CMiK{px|yvwZgI>nn!Q<P&0Vo$-vc&p{d<0PHp>B(W2zxeN17hI
zbz#ruJ?K{KAS!<Byf(kS$K0e@*}J17=Y<^E?4Y6|z~?ky^F!^f5>r3_j{2Lk*k;$R
zx~a71nqcgix~n49+xc9)&Q8zac~I3jDZ9#^>*dFzsS=r|Zr+Qz=f>R^S8rZnQ}Xxs
z<K>Pg-%q*Ex8>W0X{Ub&hX|Za*=C&h=&p|E4h7w(PjY$tr}R9?J8#L*`6sb3cU6qu
zqGh+v@djn5W*pj3v3N^m-@C`}-ko^9;OlDRipOsX-tD`XuQ1I+=-EAi7iW!3IwfUf
z*w{i&*wow+KBwpV;I7r<z-jL)*QI*uMLk`6bNcCf*WTv+XE;2^$Xwah;h5za&j+)W
z7R1KC67Q8MJj{JwNvzFeq6){3z&TqoC*4fmQtTiVWwznhoaq<*Q@%|P3+7nbJ2$4N
z>p`2Wn?#-ETCa1yavJO3=_~En(dRw8WnRD<vyBmlSYLiGVElUGb(9I{ASzURCE;S=
zd1>!_m8{>AS61XMc&k!+@U??PfO?C<#z`K0UDLYNZc0Y!>sSWu_I$y2E%o?9<-L~S
zhprXcZqZ)a^zD*ILeKGC9y1-2dp<2u`h1~Pwzc^Fht8~BCKq0reXh@lRi7%+n|yDT
zm}S7Wn`*K(2OHKfeK}_A$$t3v&ywF7>q<2qeagM)lhNa}{l>p@Zp^JYLeYh>H+~i|
zEZ|$@ozIu`y`N=c=JxU|pY_5ym5c|RB1&JZT5f-rd8_lc_1y6;Csk%8FZQ=xcCw83
zlK7bwjIX>CCf;v;>ACzz`Wy3W-<6(59JM`jgyZAxbILu>x3OPa5m#aM>iOFjvwFBi
zU&S2wz4l~ESNgrOxqmEFcfP2Lvx{>uH`OpPpLNgHSBGa)GYfa&=He!|(BhL%^qDV&
zg{`%37k8NK*Y}8JYvi77-l~26y4Oouj3$JuCks!!et*{96)&!fM{T-y`%d(NiZISe
z)%E62!|!nwG1$5*{Ab|&CnKZ(!(n-KwMXieg}2l5rfrz<wrg5%kSpuIyy)lbJ$(G%
zcQEW<o_SArQ`fy4X7j#_d8Er#_IL}Ve>N9jxMgnkuz}&kF^jbvc{bLvTW2{JF4Gb6
ziMpcFxpnDzRm+1p8(-eJuD_;2K4{jxcM<wQ&;0cgd3ajb?ln3n>~QQUJ)nE%>hJk%
zaWQviUtZ}fdgt=Yw2FnL%u1?<*8LIeXmf63ne!l7gmKHXIQc7L*%}Kjzq9F`=*`8F
zEOzN=NaObc@8rvB3pU!xUVSv*Z`=0GrM*g-Yg@8E@h(1nLZ*P>m{mg3f)DRo{o1Q8
zn_ie3q}C?nGrMW?JIgyyix2!>WqI;_qgw03*LyiuxmWXSnDNMy*}+-1>%fC|2hN3W
zJjNgMfpJaAY36j<nVYu%HgOg_{Is{rAiVKHfyXal=gg|=6R~U7-aK(o&7jEa?SF;~
zp7MTLcSRVTZo6F0=~26MPP$Nd^NLQV-lJuc3a|IsGrrLD>t4F`^*vd;8+UdFU7FGM
z$T5howrExHzY||XtGXD@*7Ijv+K_(f&5e#8WrLM}ZwBqID!JwHOUU}_i?t6MP9=6K
z8||N|cJ<h^1Cn;j8-tMQa@5UMSWncleGvas$YlMm$A5jzkAAzCyL3ypvb)0cgv1w)
z>OZ;45%cQd$J*|6Tf95*$?x-)jgpByCBNpM+YDOV6_)*{>i(nY&(5W;jYu}XJg5G$
zU=VlY5tpTZegrqzEU-WCwIcaqqx`O(=Kl=7xBp}w;uT!X(s6b3iO)0sGeo(cua6e0
zom85{`{b}(hyD3Pp9t0S;>A7RKOMic*u$jl_0yIA8P=_R``#yF%lbzi$1jEbXOLq4
zb>rP1dG@JGJvGZJRi?a4lX!W#>&g263{RvV?}r@pQF4zfqjl+%vfnP68n;AGGftd*
za$VYghJTLxtRWk}L&ATApZ}D8{YkX_@8bUq-kmRzYR{GWd9G7ik6zYHZBm=C;+0d+
z<1Z_|AZ;8Cx)-hcw)g1jjUltldb_?d^wdYa=sWRw)t{oTmUpd>ZJX|Qx@6)Z)?Ihl
zn+gjU(zrz4O7eL#h|8N>oYVHx7knA)D-w8Dtg?z<^Pm6B>3oHsWKW%LJ9uj1m9X09
zO(nN?_$bcOn5VILnyHJXw#%uDyER$Fqzf-kD5&BIw`0BZ(5&zBPtClWfA1I^o^v8*
zh1P;q8*`UB9_C>_=b0j<d~}!3<eNuXCi`74UZc55{BhB4?N4?OIc_9QD5yN3k{7PN
z^oP99rKj6}t2|WQI!RLGIE%*7z!V4hET)@$4<_GVW_do+fmI~PSW7caK|@ky9>W6G
zMH2*0NqQ*sG+AFl9rQ=uec&n*z*2l(bPd1FJ0TUxG+T!CS|9aRrrNDEnc%l+#SZl+
z&wCrf7gbFE=lc5mclUoS+9#H`6;@gbc$_*vAtXhPH9a)W%xc4=z`3_oyr=Hum(f(-
z;dF!h_Mcf_-gDkQ&)T!r#9w|!z>35sw}WRZuXW~^nyt8aJloiC`(y_FUDr26EB0Ly
zNo)%VaNnn;>2zy$vi9etA}2Ezb=~=Vs7qr36LQNgV%4wqKh1gjUw8j!P<D{3%>B2p
zZu!s4OaC(j{bzVLD|h>^)?f3V`%VAr{hwi1_Oa@D(Rbe1X#ZzWdb<7hrTQ1S(Wbo*
z<9~|l?!PzrKZA4D&Gkvv%9o>AMFM>iWB%=Yl>esscte!RBJJQ(W!pnXTUdH{?+71X
zv94+JvWq(FN?WhIQ}SFI;i9ogAz?@EO-UIkhV}m$IKz6B%O`z474g`}a*`RN17pYC
z9x;Zd5Fz(M@Ba*(em&gmyA9vQo=IuFz(2+8UP#Rkg*U(Nd|9)5J=06!_*lPl8~48U
za#QTCD3>>rS@-$a<DT!f8(3HWXW+Q~O1qk8`*!X0a{YPV4k-GYbAK*cuB^p(dE)#$
z4W`Q#tKA%CzdJSkj@K4FDT5_!dR$K#R8qDXPJHdN>0{jVsz;`ok0;#m%-`f8lQ=1?
zTjepA<dg<aNt;p@o=h9b++3sEy-wEN+AC7G&$3wDC0vlA<<-i;@H3>Rf41CS*JmGM
zSH~SL{&w<U+sk*soN`a~4QEb`&wH?RMw9WWIdU@>@U>kFpLa=eY3ss?kHa!%JXxr$
z>VJ8ux37`H1h?4o2_7+@9FEn``1A4#YI6YX(nXpylb=?(l-(+QHgOflTm477_h|F2
zO}BQhG`4%A^U>;QyG7#er?=-WmZ@4A(CvIl;mZ7=cJEDnKR@q!s(Zof=Id$9>Yo?z
zaXmg3^>lf=?$*T8^g^}8OYX$GGaYWsdMQz0JZDo=nOWsItCH2<qxN@vdHvQ=^~&4y
zzGKxojhS0cZ9XA5W$qoulPtyOEsvI7d{O1%U-I!~n8x*l?rG5_YzbBEkDvX?vfq+%
zJ-p8Sm(Jxoo14to?j<BhtIGy<yuNUOT{QR6dVyEM>;^M*^PcbC8hg*Fqh{;mO#gd7
zdmbD!*L1uxkKwt|`JiiC-YR{M+<xWpgd0E74t;XevHo|#VeYoc^VrxpWhOV@p6}o9
zaXIOV$`$3yZ-u@&w(pDx@pyb;n^D%vEf-2Yi%tEets(YTN@RO<DW}nj^b`di!OxZl
zzvfplJkvF`4SIe=II~Rn_D!AZ*Y~CDbDweiw7^>h;hwqA?XJ!&ew<qr&vXA(XLVw-
z-TcL_)lX0IJuFsUJ-KI_(^In*@<%GwmzLY-U0A!db*p@uuj8^$$8PM)H*!fo_P}b>
z5zps~dcLizKN2P1zEyj3c6p8NgVuyClP=~i)@n-E=xSML_+CBpR#o!yD27`fS^vHf
z-{m$x)hcS+!h(-mPaof(5OMR{3U%qedw(0($@^S0m9{l8U9v4WZd2^k9Z8}ox+|tA
za+}?AmR&F>JwsjerBsVm>A$nq0o&SMs<9q1KKx8M_n7Ai<(|GR^~o>iIX3^cI)5@H
z<4m2?Tdm{8dWJp1CuPr@FdmDn=nub=zs6+im1&pCr@gYCwsUjnOexdOt7h#Q(LyOx
zRRk}yFH7z3(qF!J*M1?6_xU*`Cl(7jKjV}*UB=n#&G=bs61NOv&*Z-9?0)ta<w7^v
zFX#L_nK5Zq<lnhAllQDtS!OsPpe}9c)x{tF?#UEenVpini%DV9?RFuKiBGuP__<cS
zVSIVc>H@oR_T#x;$NjC^R!USy=)HTB8r!8}w5Yw?T5`I2wwr^BSnA75v-P`b0$Kl_
z(a-BExxTgOv7D2u_KAs`C!N>Y^kiqqttF}T9Z&dHZjm((+Isoc`4p+7)3VQRzJ2K8
z-4?r6GJm=<YskmG204q><=b{?UR|T7pY!H^K)K;9Ulp!PY+UDCb5aV{RP{|^Ja%+t
zmeukO8{OLCdWN>#xKFAZJ-%&mvd{}i-8{+d;%?=Y636RZS9vea%v>SsSaRERukMaJ
z9U>lnT+hpl=Lp%gT)hR}qE7Mw4a-*lXHe+A|BJ|t=vngOZuS?RR_r;#di`DAVF8ZE
zA56^=?IHE9?X^w!^UNzBOa5mlU8M;cFcO`$`r6vp`e)~Kb{6s9Jn`+f#nP1alZT_`
z9=6O^C^fNo{A`lkpZED6mgg38HzcOqG5%~G)%=_zOuOLtnT8EtJ{k6Z?&1kMF#k*P
zmj4Ww<>u6Pu3R$7#~`(R<$2xr{~4|?JC<^@#bev#o~L{F|GL6>xx&tN+w~$X(cY)h
zb-p_fJnwp%kK6_-s}p6(SRhlsCU5Goc$6iB{~5S`{`2{*(-~R+0CWr*>Y72<^}ee6
z+e<AU7EL;ysl9l8XhKVqRxHw<+0MC(o7^2*r+PBp&U!9;j*opGFKC8(Yn^4)9F6VQ
z<9VOFR`*euD6l(z%g=pL54Y$4X9(Y2E_v+T?JULgM~_P$J<L;2kEpqJk0tBiL)|U;
zTJA#0TrI_O?}V-YqZV$TWG;VG<AAg2y|C9$t1G@ey)cDkn(n7228DD5!Abejm4USj
zORiN{rcRO$6K1$%<fW8*%Kem)r_4Nd3!7ktQ=2Y*ovqr$oV}8p<Ik2I9(jev4cA@X
z*8bkObAgS4#UIz0OFA_^)5Eq~wOmgN-PI|}^I-YJZ;AW0_%79)TQ2J^BUf5dFLZvz
ztL)Um<!g5v-FaIw{|xJbsYw%RFCL2#sG2yZ@xFG*$GQdICM<1TQs7yu#O--6=b8PM
zqs*ImmuT1h^pH1ru0C-~gYzSfnqak^rE0TfAGxrsXiYt3G~4}#!#$??*7+aAPMmwN
zC%DvBJND?;<$rwjwp{mQ$riov*=H?JwP#vFS^npuC69G1ZdqKuR{A#TbX+#KcXefQ
z$QG?Qr!{AF*0soSFmql>>35#P@$lpMxhtGAcKKd5`_lDvargw6x7w};L$n;UJaxjK
zK4B`-U|x24aYe~#k0r6|CM??UMbRzmES9qbAx*iyvc-Zo(i)U^&dtqD+fm?kq~{60
zgK^C2ig}-^U$0o;+Nn?)yUwUG;O6<q0dcQxP5C8yc<YgR+s#5O&b$6*PusF*r_|jC
znIi2wdJJy%{Ck@{uXO60ey29xEq5;5%@4ZrK54(d#b%QhR+h$tFSNzqSk2D7S3lW6
zP4_47<(}*AX45P3(kgBV^*wF#Ja4);^Wj~u=gy6xZyToFbWoXRwAJu=?(EQzM9~Wy
zAI{bKcRfm6T<olj)7|UERnwg8C$2j+frmjed&MUwP<s!AQQCZK=4J<XUAk9Y*5_W<
zIQvP=0|8gHw>!*}ySDvj2-qL|=jEmU3@huu`-XH?UNTt3raZ~QG|S?hUQS%8;Hrm>
zcRZ9O*?)#lK6U%TXUpjHWR&*bx_HMc*Y3M+-?F94*Xd!onAzd)S>D3UiibYVb5Qvm
zHvPue=y&=0VwaTvGwA5-%wIUMt^WOl{ZU`19bd9d_ui{%QFRxK3s$`Ut}K~e|2-sS
z{((^ct*^G<iM+XXj{CppxT5=kQgi+@+;^>;ns?e~)8+5d(WUPB`xSrA{m*bO`Q#tp
z=w(J0LLLuXrUmOX)Lar}F8swewR831HQTnQ>BRm!Y7tm;@W7{<ZTAfSGsGGN{7%~b
zdhXRdj%L$Wd*^LbIdGV>%jl@L^_HE#7tZ)7?;2F`vS$M0NxhkmUaxIkw8vA>WuwVu
zrldKy?k*NMdi%#c!3m<3CjyMJokRRZ?{7YtGyU4OV_`=s*kXPfwpv66bMNuIx^a>b
z$CHTZ$3NM&&u5$cR8nVN#k{98Lry5C-~3)s5YCdvdq2-|?e5;ZcN``^9&hTaemy&F
zN5-H347#ELdVdUM=Im<VkgZhUVmSAaZR+aSb+e0epY2<in`vO=u0H+uu@D)(vUe6a
z=?XHzCA($geCxz#Zq+E6(R=u?%yr9}M|Tt^yi;v^zeRx4My{ICy5eM1{U*nx^A)O}
z;>@OK^q!fWeCL1+d%!sk_Qng7v|8p_?Ap3-*S5*NmG4+)^l_Mb2!^SopLXl<KXZVO
zJ+ABmYpnC(TT}KaT-D26w7=uc?rEHhcWKGFb=^PB{OpAE#2pW67TbjW6}x@p@KIj7
z#U}UDbk&~R{JmI?eH!Cu50+{-KIfE)O;xv}TX%11dm4B#wKs)Z>1`@YI!l?|Rb7+~
zg6NA!h+P~)!iK?0m1$PHD{77>X0LT!%`5lRG*d;W-|E3JrZ?(O%RU>0EGsawI3fDF
z^!Uvmmp(;H`v!e>5y&(*)=_$9y;0dM^3T?E-^E-J4Ib)}UlwrhlACcWyt6bT!Mo-1
zy<0aQe^x0E)=L!<h?qZ{$>tx+*LCq;AI=oNF8j9KD)&*ebLFZ%yIVSXpZW9(-aU{I
z%#!d}`AT@oJ>3f-=j^vCsBzZJWSVru^K(rD-`Y>xndk9(>{Giab<X?Xs;Iy7ET*MT
zJ|hv5rnTg6WJIl_2;;Njm;Y2JUAmd~<jSP@H!GAkr*540DB`(vv+QXtouc$aU452h
z^(O5Le*#mB3l|<Q&6W0Dk$Gw98?NSO6EDA4kXzS!`5$Z8dmGm!neSc}*9&<}s`P2r
zIk>G|nR%Y*l=%+sYXj^|F9wHYYpze|Guztqio4%HWU8tjqr{8F2|qiJpV46E{qp;T
z$y@cfS;wAvPhKM%^o`@Ou94e^lU(Z#p48}<P$>R1PmB9>_1U;j{~1EIUw$8Suh!c`
zkaO)lOUc9?VH3X@@T_7kRj9pG749$JZSvIn*xre`tb5-~%aYtK>BZp5!1KkvO*@P8
z(XQ=%6{?<zQ=OM|99XUSM8G}JL1urC?)rCniqY|J83ixD7jxezZ?#eI?Qw;?-#4Df
z?O5``DE4Uf3Rm6D?i@3HgiVAGZ2Hrz;%ulZ$MKw<<w@Vyq{GL;wnuI6(8*KC4!yW9
zedZm}X|_u?^ZV|2Qr#bwHudpZqtA!GMJ-!$dg<Qlv;Xy4ze^E35!iX)0h6UITh#@2
zZISS@e==MqbIW40-*n5ZRyKJpeIm8Tnx|O*&z8ie=}%aT%o#(IE`6<(KP^_CpEIlH
zl4G~!LPzP$P0K=6(o)%+dxXFDJMP-+xHX$4a^|{6x49R2lozb|UB>+N&W>MQ>%}`w
zBG;vF_w~AcrZM&j>j%+*hv)oRG#@-(Ud8aa<I8yg-8<acaR-f-c5F0!`PnPkwa?&j
z#nj~f=R)~>MvnjV7_MB-QUA}-GTm*`v*W?JL9$+N-{-}u8c5u-Jd$GgljE>LOzp*k
z2Q6&R&0h2J)*+8uwRehtrm%A#jOpoVKF9H*`syo&&-NXKS=Y^@IxfF?Z+B5_-r8iH
z0DrTeMbE#dN(QO1=y|7XXJGD;_hDC%(tw=33955Q!6=(qP^L03O*=MapT#faY0SkR
zlb_r?a_+RG-g9<I1qS<>D{YYGF<0z~V%j^UZ>QtlN=Zoz<)2dL<PXO+pWWXZb^omX
zndhAS3VE~H|IO0>5xi|-d(mkPo4Lyz|A|~WJ;5dL@s3X`4=(t0?8g<e$|I%f=O(61
zJwH>?ZeGHF2L7sm$^(-euRPfC;Pcxri|m#2-y8l=zx;=n<p9IaqN>`9?;T{rTe&&(
z9)0Fs<URG|`N01S*VcI<5442`KV<!T^zn+nx4q2fBrjMOg)A9z9Xtwm<B4_l-}8U<
z)R&_i&OSLbJLKZ~sBgly3mVUSWVyfBZ0_Ownx2pMrlXwSkkiv6H}#_I#OI)$Ek)M_
zDuQlBN2^_4`&1~W;v+{XQy9liyB>GH_QWqMFZ?LVEqit)!YRM^U{ja@Uy9&y%jYjH
z&iSr<YjyMwJMUPd2&H|&1=|fyW-A|^+NBX8u~1oI0)x$yq9eaUXUp@RXIryt?%6y3
zMc<2JeUv&@O}el|OI&4QYj35kUsbTe&2IlKO{ufAGbV+8Hh8r|`Aow3{|vPTEWaiO
zsI@M2*O|0zZq9n;HGPK+I1_#!{LirOK>m8$Y^T-H_tu_$dUu!N(al=M-*m#u>>0v8
zFJPJOyJ_A>y{B6{-w8UcS?czHIgi=y_^gf>Re?MEp1k~aEaTjhVu=&h-Rb{+CDnGS
zt;ca#JLsf>)K^w#!h-j1Y;&*Iu+*|(n8g0CDcfhls>luoo=Mf=vtI3bGdcTv#f}E0
z1-(@zkt)o4(}Q9*?y@r2BAfZC^V`???w?rvc&7bk{Br8i%w-u9@7z6JYO-!^VZls6
zGlpa0JHD;idr~ICdrfPch`}4}3njc#S0bWg@}|y|oss&<NaoSbOxIK4=_|XZZ)n|m
zW&S_GYW<(@OaC*}v;PR&yGJuOS48l6iicqF3pQ5QN|O!8=6M9YS6XoYLfY*A48roi
z%KqH`qrFvSn@zZ;cUknJRrN=X|C_tt>^}pS{iEdn41V`#*S8vZmxNYpE}6%c>C_%6
z%Xe>%p=eSAmxemC`qJd{kD^5<9L|XPmQWDJ#I^E!kyHP&;<pY`x|KOSq3e`+_&9Vd
z*4yo#?LFyW+V0(QB@-T`1x0qsHaz)M9nz|@cUIZXUE8;X&2vg_=K0T1^C71H3H!B8
zu1kBQTzX{!^9+PyJ{^Dh)#lp7-gB!$)~z%DZS*a*{mnIgj!fl1l}{6|HvFD>zV64m
zHhs>RHF7cE-WOkKos|0Npv{NozI{9GzLqX=n{-EerF}+wL;cG|*JC42P4TPR@@QU*
z*~Ut-35OfZl-9BPvHH4-x_}Rz2;P0E<oEac<>@?UKm9q^Fmb!Z^V`LB>DSf;I!I3Z
zQS91zaq*=!R~F^OIPKtWGGM<rqn1-vEAmUM(W^_`o^N!YZf{7^xXZ|4*u(SfxV+b1
zSB6yAhrdOw8h7->O8=Y|S@R_RA%jv6<DpiG_w$Oq?nz&iyMH2A>%tKZYnz3A;`#rY
zk6+rVv4ABsBw*FTP&Wo<2CgUqr61~fjJv3FBJn!0<A?q!<_ev6*k5a;Ys7iUQ?<!c
zWm>3b&4C?S3yU0Bo_w6Ywp_?qC+F1e8%$2mCGDo3SboIUENHdp*2C5}Tq~tMn49!;
zDE?=tkyJkMpCKoJIqk!-wPKUgvomefPhHVlx4c&`?)F*Fl&M!Z1HD(uC7ffoP_}qI
zTmJCsm20+~w!S^PY<t))Usut&dw$GIo24W6WNMM|j_-NC@t19~O#<Fu(|PKhwtHWz
zzN7CFhtFnad=7#~+^VO3XF1G&)K~Ovp4#lw&N7@<D&+;Icg9{bSQENYnyrMr@W8pE
zf&zxq_3W>|eUr*MS<QO(gz>%w$-AdrKRfZ%+d?JH8m(n__v=-he6;%35Ba!F7oT5x
zJlSWG_E|Art;)IgOR8-yoLjx+-J>{>i6>saUY`6o<LlaBpKTi_3HbhwzPlz^<;Cf5
znW;hRmh_~$FFc|AIz8y4@3E<mtY3TP^jw>8D{709lFdoAS?QhOlY7Lttdm)0F`V4-
zLHAdd{VlQ2D(9w)>umVDuiEFhMmNhzfx9~-+T1uSzcTHb&;N3}mD%jf<wmz_=W!Qs
zyL}RVmNJdGGI{$v&ZNv+ew%LfY~Qx|=E=<Jv{S0Bb1W367j4?`p!vj`B7V6Y&yQ_#
zwfzz<rF&@W!Y(sIpGj=<!bAFGntP8IsQ+HjR5;N=<lP_s%Hoy2McV_EVqO{9p88aC
z+B{<W@yqYUTHTj%KI_)!dL3nLbIsjv$E=EV3RCq|N<+eTObba>^n0hOIGx!--duF?
ze+JHO?)`6$T}qcaImbok&y`z_&gwItmE7DSck{$C>#Lc2YC4(sNZH=mbddGP_rS`I
zWsJ;kCVHx~JYQy^Jg19c(LU~LIyrrllWnJL)60>3r(PZz{^pUYf<h4ALjlV>2L8_1
zW)?s24f_7u>-t-Rh?}vlMXkB-QcI>Tu?+hZ-BD1P+xxlrvgwtKeF|1vpPpSaO*qP%
zN8rwiiC4ED)%(!?RGr;$gYq`(tMNh=Jr&h~TW39U+EsNkHYP@Eh0eYB>DwjWe-^yH
zmqER43-?;{fIa*6_Gvtur?HT+l)L+wR%^e$;e*t3BKk6)ijRB8Rn|U!S!!#QT`PXd
z*D){WaryRLZ4Xq6&j@QBE_(N{jpMPxC+%e))-A7HmAPFg{)muAexB}>CcdYAVGe%Q
zfA;*E=cd72MoLo#SuIJ;n#o6tMY}GE_Utxk{nf`H@&4aeeZ(l6c-KMWNQQ%Tk(S!?
z-(4&CC-p@x=WW#XA4`AEd2Kw0$0G0kUis&HZBr&F{ylAx_WBv~iDfdWj??YhPkjG%
zrNMp@*BP@S!zW+l=X!qLC3;vyu}A3favj5eby<b;Ep_wGzHXD-`TWz;^x3B+bJj7+
z?~=9nzSL3qSlOlref1@_{QI{uF1%9Vm3yn^f=Ft{Qp=O<md|!d|7ZBg_TxSH0*~1E
zma7x>L;L(^?A>^4r#F&JaQwq~`;+sNC+uGThZ%i(adj!$0aUw`H`%;`Ue)6$diF@!
zv`u$>ZYOne@BG4$a@Cgao=3@wd!@Gv3w)0p_*QP+@yAH~!-}o@zs%qGvU&d2Gd2hR
zGx$t?R)64u{vW=rE3ll#4ml@xQI`hOytV%s6tds{`aT)7o%+e<2*n*U_BI=Sj%RVb
zlBZH{^~NT6P3-OZj6<6Z`sIR@+;>b$X8$$o@&4`WZ1w&#e2}>oJf|#u=hVw{glBEr
z#!+%*(kqF_m!I7GeT7l-$(yWi9*;bdBOW_+>=of-Er=7}o9i94A+_m&iG!!MjjO|5
z>4tjYxW;giHHFVYW4%_|wR*pscK_>Lt#x}>Z|l$GIVmu4$@J3)Esme^tM}Skd+GMS
z-Ajw=MU<~R{qT0tOJi5j>$k;uHBLQFezxNCnV<VKw%Dm{zsNU>XR|}P5T{)Lqq6+c
z(qDYrZXLRl-{O{}Wnp=)_@C&fGt=j(Og=hoyMB4*x2IbbrSqjZZIXAsj$8deHaxmA
zWz+6`4E`orpAJfdAAHPg$xyfNQG;!mt<!n`Z4=+UQ|>T5vd~#B;=K*ymHCOj|1Mm~
zuekh%$8i47ihZp1f)YRb|8VE3buYbnvvXOOK)SKVTI)%l4DM8IeDbff=-<zr#7Hhl
zZVT5?g_H;L{xf(noS*K!?a;}!aeJRVK2kJc!t+~(2mdoP=GlFnSZX%=@6s~H?YCr|
z8rT?a?BOcgx_ai*EoZwQdKbj{XB`x0s&#tlJ6lmYrhv~;;_bheYn6pp^{Vd{72=f3
z*SljOv|n4!UB}}uZ_M_sLO-fheC^!Qw=&c{U#aPLDLVOXYg0^R^Sfj9yR<i73S4|~
zP2iQ)x_c5<zT&&+vLrNX+eM+ZQ&$<JZfh~HWN|a%^>-DWc?^9#f*8Ii^$$5J7Wl#M
z+Vo1gMfiPp;N-x76bT~>=FG?Mcvm>Q39Qv#zTR-(wXM4DhoVZq-dmn=|5nnumpP03
zQzp#c8vQin`GnoywpE_9D$-!yWG8Yt?%KUu{$?HtJ9g~gIAidvP@~{Z?H!*Ve=Jw9
zH?N&_@@?K$-=KH)dM3^1X1d?}W>AuHYk?Tgs&cbuk0({G;pWW`oPU1Hw!ND!J>Kqp
zd)u^#^3`v5PqjSFqrp8*dH$Sak^5ZP(<lAd^xJ>J8nfc~7+;wqdE$P8oV|Q?u?yZk
zNo_0aU2=gvH2>j_MLW0c+HpnyeO~T6-&3axl|CI)>y{36TJ<&=bXbDP-S9)#s<wXF
zUhH2geUhbML+1g8<BF5iWrQSUCh--XSGaDyKI_)BsgGsDJoH18&8$iamz<ul&^Xpx
z*vrlRuFSld4}=@E7hEvqzPVL5-e>PT>t!3JnMP0PPkZn}I-9}cj_t;SakdV+nY&b~
zGImdXTOMv+o+FjL@>FGS>#ZGJ3mupjaIpuURNJI$!=0PGY~P$;$5t0+9X}H?bs?)N
zpNddh#9?th=9I~kuSgx*a(z!=C2!-uD_eTkZ|VFhr}O#gj9CUEHFuhy^-TVIxhK7I
z|3kg2&o}J3dZ{{M@uo?aj1!Vh`#(D_JbAYz%S^9z?4i$X8W{K0Naw`ARS&wtxBPkM
ze}*mP?$4P7mKkn7eS6Eq?P-?h<1#N+82fhJs&JX^lfHG{txU;-nKsYvD^Kp<6EXRP
ztzpd9{|vpQ*&3!6lO$62UQF6K?MKd`2^_!e>zI}EZT>Sb^ISXLR@xg@>-6n>c<f4%
z08f$0CftffViKAn>&)gZ&a^n^@mz8NulNO)aQVzlyJm5>^_^qSY2q>PIKN%u)gkxb
zud;?gS^wlVT$lCzFmY<`v+cLmZV{cF_r9jLnMF=(-RAO@`~okfa(mB&eY~^e)4BKJ
zGmf|=ABb}^-qCYi@IM1*-rD>JzfYg`KFw?YTi>ngt->VPLl5UzzB|x*s#W5j&U0H0
z=AH4}$1YB+T$L4m{<)(;b*J#tPcc>ut5z*YDJtCY-G(Rb(w7-qCYEeCYka)0SoPdV
z4kfcPor4982b26&zJ6J!cj$B2#w(@V9r;PWRrV>F_2yl8^6*ga?afz&I3$kCeck&&
zQZMa8Y|Hd=|6=2OUFE;;_uZ|{U|zZidW<@$H1Z97t4mSN=`dNkajAZv-HPXXkcKFh
zRh-gJzx?*>IR@cm>#jKozXV@s{zJND;%dC4$Hu*#6>^E6|Ev`IR~J_pdHJ8z7j4tB
z_0fNV{@gsdCCY)J<DmT4PyZSIgj%1t#FOJDy7|Cw?|Js`R|OZ$WXUZ0-M>Np!%}kr
zi47$u4}U(f(f*;w&$l%vT=z|HIMO$#(fUd0e}?Rr-rs6<ia$NJIDRXB`TBdmF7J6!
zWdA6(@Iw9RiLZ}uRh%beaXI}z!vW<NwfoO$@YbBWeQ@J}S(*lnpS^Bxc)C9*dlKr(
z>q|d$n-5lniFZ`4ZmswxH*e}$l-af}=xiHL=UpsIjj*-_Zh_kZT6_QAipcyfUc?k8
zar1<%AG_nb%n5;;|1<bpU!V8uc+R3r`s;ZW<vSh!Gcc^pTD<s{ZQoQDqY3E>dybS(
z>`b@+e$lk5flFh}d4X3#FQY`SK4G-E!X>&yGUU#|a&!Nw#XCM(ur-*xSm*XU^2!$7
z*plm0vd-ERn&fIm`1pO|_;6HQ+ONni=Fi$|v-$h}ymhlSy|g@O(-LuAiHS$@E}PhE
zv)l?X5}u}c+`(Uj@kU^T6nlqW>53aCmoMGCb&mLk^|#F1Jh#8)DeGM#VtLG6d2)o6
zd+%1`Wd~Pel@;t=eK7CS9wFHimmE~AgY(ZAzj8A^R_Gx6R`guPufO*@w)}q5cFEW7
zZ9-U^XL8Zb(%j|GT~4wTF(@zNJe#iHm7hQB+Oyj^VkcFX?!9Hy6jqrM@Nx2u1qXhe
zeCr^)RP>DV+I#!ERWF}jxIOxN1MgyM*Cj@e?cZC6`$KP>469qeN^Nqk%z5F{&pe;D
zI<Z@*@4wWzv{vw$_^;k)i%W~H^Gn`U+AsK+{d9cQT9KSQ#ju3XC85eJ1s-x+h3?(-
z=~kI0G(9zDzOm#3{`jo@OAar;fA7Gei<fhcD6~!Z#NF@wCcF3Gspxrcw6#JeJ-sQ{
z|M0HWt<zrHrm-kK+umKN<5#e!-Z<*ZiA5fY9?7vA7qy0dVQ$d;dShxo=eD~ygMKgF
z{<qv~{klx<HMiV3=Nx`|@);ZVoIgvFzplP~`)INJbfb4M%~$%|FD>|YX3M|F{~7LI
z`_CZ7Qo*xNpu=O<_FMPQwcS{??qE;C{3w&$u-9%oy&HmjH>tF1_wOo>n_d6m*Ck%9
z7i*vFSK)I|_!j&=uCnmq48_f};w^8d<lK0Y&ivXzdg34V-Sg}>ozCodw$r-HjL-bt
zgXgzJi+qc2{d;!l`kU(<DN`QK3UWAP`1RX5HkF9w+qeuC1=P<i*;Ntwb+*7H1#M;X
zvzPxy_rDGouF_Rsx$mP<*0g&;UXM>rE@0VSax^n@U;ek=Yr1*T-vht&%zGb{c`e-d
z)eEIbcP6sTe7f=b<XgLX_5J3Zd-f>vp7Ap!1<rY9(`^4U+*>temvYtCNxPg)M5czl
zUDD=p_!L*CI7{z>u)QK-?!x8eTpEiS3EuAp8WKatw7ByvQantGZK~|iH{ZkzbdPNO
zd8s?~%p^$$ryG*$l`+B>K1Y3h>b?A~_ru>2_M1(YT?>ht8x$GlujM)I6<hJ=LUs3q
zlM`0)6;9A#zEHo}#5e4o(XZUOM*_|&yQyvq67qds&2YFWLU`i!wVpY<LO=WDKHN5O
z?YkQ%T%4cG;ftR5eM8mnuj>SE-DOjc-gGT5*Xv$)#9No8*OE&$gUX7Q9813Oww2kY
z=gK{~4cBz`M4Mh)m|ym*<oo50WUl)!K23@7`tk5;L+afgO=kIuSqyK}wqMFG)l`~y
z?_BlO?TkkzuC{1BDPbvj>u7Xed*+wbVo|lzX6ERw(N);mAmkF@rX1iO++Y}^-udPB
z#z%Yo-d#KQv-NCi*PdysepWo*SzOR{xZ#*u3{O+#anqd-HJ0=}56e*8-Rx00`AuM~
z@?z!<m90VkGefpJI6N_Ao-={Bn&Zpr)7sg)HFRg)U7*Rl#(_~dVX92Q@{AMT<fcko
z{t{W5Vt?~mZ+)te#1pf_B_8FhTt6PvtUX{;XZoxlv#KXfG`d#paOBo~zEZEO-y5pN
zeiD%j@V#T4_p~fM<AlXI?d+fndJnJPJ9bXiA=CBCg)(nVmdfpF`SUGboZLOHC4DPH
z6~or;LT5Fa6jdJRtlg02z{Ze#U(&WVYf?qEd)tMm+nL+8U8wwcN8;_nh=UU)tTr-~
zvbsNwF}mrUxk`80((ILI7rPhNC~Rw8lE!W@V}^!x7tbli7fajyI4*9P_btBpSII`_
z((*#xwfjD7vi1m_S#GHLd7H>2r%wk2tS+z@TsZPs<*bloGK=z5=_xWP%(pG%C#=hl
z`e56(T}fq=#F`^Y%sCTWLWAeDsCv8akX@cBDe<Cm)jj66Z})$vS$911PA*%Yz3*0p
zz`{=BjVfuW(#-|_F>`pX+a^Eko~d}5_3FN5KD$&;-+ezTaQ1|Ym5w`qA26BizFpRW
z;mi6Bw~GIDvm5<9{yll7{r-R7ndfcUcCBoi$II+o9*%b@shv!1$yfWVCclo0%Gu*-
zwq#PQcg^(NZ^~(}6HShWxXaI+$+B9e-eP)1;UxZ#DU4;h!l4mw@)mae&3{*_8>HP{
zsq%<PZ_k{jf|V0FgD<NjuUC+p?pjdAx48Q6!pu_Jz74u>OI+Ftb(bvIdZ6?U)5K}{
zg%jMJD%X7??G!=KDNP`ZddTH=lyfV*qNRd<Jbu+zeE@#HRsYe~My{EKT&t(1^=DeV
zGM@jZYzbm-+47G*x@ukLCROGOuh!1Jd#>>EN63+v8SCRVeV+d8obK$PQ}Z_`{Aajc
z`kz5QE8ae!&-8A_($GzwGb{gQscqi*du_d3^`p!7zfCQ5^X76bTP$|TT;^8te}=U0
zE9{E>^^YV>`ykUD`b%>9pW0sO^_>41`tu$$`0V)dZ;Ori8*kG`DdoR49{*>M`@SIh
zzS|ntSIIkmn_vICKa1I4|HzvfrA=FVz6&kzH}hfToj336NtCn0-r1PvKdGoYGwn`l
zZ<@Nq(*}#91>cc&ok0(&D6;r;x4xOEQ4Da)Wm9SXm(_ReePz~6s$G=$pTXy`!oPI^
zwZ>6bCoijC`f66&f=Y)+mxTYFsk~GFe$(N9Oqvt216@TJLUp4)-S@w=E^pnV%-oB7
zKdw59v-c!?D4zFa<Gn4r_FT(oIL_jA$*#&;xb;t)|CNxaZ`1#7U3mB9z9jc=EjRZ*
z{wz{_x5&tLlLoV@$y&Bt+qLgZGPca%Ic@B$<t#D%^v_LBleikJzc6q0w%I4LRa@)m
zGEcL4t5!_V$yL$b!PsCKAi1CCs`h$T(`PfL@!HMI7V`f#RZJ?OMUrX4(#A5Dl%76w
z#w{OwU2GKV>o#@Y-l6DNUTEVjyZ=o2DG9OMKTYg@{L1#_6L^1om1R1ap7Gw~gxEzP
z$*$8<9ic^{((|YAY-4<R)|qFY#OCd@G*m7rwq00#YQ@D>hpII5-~HmbmQu$x`TT~=
ztsJv#ZB}d#*>)?^<)r?5zQ;TFmn~M{kv%T+z&-zgYTJiX*N?e){<+cov(LfY@Q#7v
z5-p=-X063no-bv{h{=j#Z`Jv8LU-+hwt~K<8*WWOXI3moY5e1T@&Vriu6f^T*{<ck
z={{ZUBGt2cMx4oQn@Rch2Jif*RVq*J^IUqh#{Tc}mACKJE<g3jB{_ZioVW8dcReZn
zwDHIDZQS{P?7mn1-M3oy(y<GB*iUC{XHph!KIg9DSNI~N^ejWht(Q@?lU$~4GrOSU
zb5^2HHMVu%M+q6>``6Z9bY&0;jdlB4^42bUyIW~zQE1hyM|&I}Z`!4E?AE1MoaG8a
z?0#%t&)55OF}&LPH_TV*nB}9^)buH8k{hgq|7tgUbnjg@>E12PwQm<I<^K5WSNEFV
zzv@|OyjXlzpljZB@$B|{+?ysIP~LuRb8e2xHB+|Vu9po2OG<bz{Ac)jR&8BKytdDk
zOYclhAJ#hcl7E_b-px&X#s5U_Rv5cqe!gSJ4yQ{TXZ%|1+#Hkt99W~z`9ta6yXps*
z7u?ubx}AO9e}?+3FK6Ywn%yp6x+JhX&)aH2?2$>8$FD7QI`{0VAz$Ifx-N~?mY`MU
z9M4<x6efwEJ1Md_`9e>)dGUi-t7^}Mk?*GL$!VC*E-CS4-J&jr&$H`W|1+fT@SOI;
zSgk-JrHJFp_qBVq5Ai0haxB-mu<J;~Th8lR?qAof>te_{DkZZ>Ykp!^Db6)p0gRBf
zTli_Tt%I?=s12U<@CVZuTYZp!AF}_*ev@pJdDyjAeUVoG?b`9CuL|5j(OBjH%C<<D
z(LLzmmb;0{v2LfhCrYZ?Tw%|vu=v%tcyDx<#)D3!PBDv%PKy){1XwWe9hy)4DJi%H
zo=80$QodX5=C_D>P8;nW9gs=sT@o@6rTZzR<29|=KmWPQ((7_ze+-XV9N)O+;UCo(
zVcGThkZJTiw-X##9(?`#*2Z*YkGy%N<%!Q#Tno}So>2DjDVI<D&+s~E=9b6eRt5a$
zm5%r4T@`mf|7qWuO)4FQ`;{gCGeq`#nI9-Je~{di^7{IJhP5Fzw|V5hh@Rg%{qpVC
z{z5Nr`@OY)_HEPS{lD$K^qQxBOD}xr*?s$ti>khe&#LCKvYwKEp(jx~m#=IjHrDpN
zict8pu#)ZK(>EuX=NZQA{m<~Hxu*O-L%jTNjir#0=-3JO&i!Y&13t#M4Bz?Upks`!
z)*sgonzy>5<gebNm*FKH^LP8dw|p4>F^T=L-{qWR^OxPem3Jq}LGnMtp1Zd{TH5yp
zU$MXRb*|l!qKT8s%`a9s)IV@9|HHI(<phzFOZzxdW`%LfWJS*S!oV}xf6d(dzuIqh
z1^j22e$u|m{$<yn^FQRo|FJvpUszPQ{O_t#?ZT>O&m5}Oz2CL`?^Uk-t)6Rr%X63b
z7pAQFe0W>Du5h)-s)I8{%5@e_sh$}AVgbKhf8@u^%}1Yz2Y9LWsa53eIIS~j@_gNY
zq48QatvTD=*(atuUbAs8T=g<@rE7^$b;X|_|IP#^*Q*zcok{+2P?FEUBX<7L*rOth
zhhJ^C+I#iNw<oVyr~MPycJbz9f!6encA?gjszv^1>N^s0RYG&)k32gYsj^3COX1cF
zlTIwyK4aruksPI*_3^WFW-!S7xhdD`%20Xz+w-0$J9Sy7H10dMR&>vYO`ZNXw+r3q
z=DL>`K2uzRIbUJ!d#>5-`>#HmR{gtU?!!;d_G~pUPBNUMcU6M@LUq}?d0pT|&L=;b
z|LLAS{~iA`?Ng=yOfu{5_5WvZj{3$McH)&)%D2WtlH!aV=Pb__ZK@E<Tx@u<oO|J`
zwQ{Zum9DKz%CEl`KDj|B=Rp4o`D?rVxhmrBJr9{`cU|F#$_MuE({}BZK5%VU*@C=u
z@673^H3VF&Ch^sKz07^1^Hyf-)-8dC5~>1Bt_;B!w`goho4a`C6Ju8Pf|uJZ{xe+Y
z%>otZu!BXYMAKm47`=-}4L+%R>Mn~mU19}IZv9SRm3aSE)cN49y<7LUnB186h$W?i
zd7p#ztj()Wr>>Il|2B7to9*HEZ08E!*=mct_f);{;!I{pMb|ce(C)g-nJ1Z_^WOfx
z_)qQ2d&wQqhMTp`)hlf6r7l>N&OBB+Th9Kb{GU*Zh+8c;Ojqmfo9+IeK{RIHu{igs
zU%l?1O0`)q@n7Gmy2bN9&&r%&o#L#nEMHOfr*?Hj=C|Z!TT_45e+!v^^IA>)k!Pp-
z=G1=+sg|r{zp7oYx&5K!_RPyp0jpg#&v`tzxvq+Gz}d=6>6<Sr&YA0VEp5WPhljq%
zM?G1m;`wF1j9-t0$%3Zk%I~^vtv@jN^PibtB26t1?n})Fw<2FfA#YTlyezA#>ZMu2
z{b(iy2gj)uKi&5lM_kv<{j&1bt#3E(Y!E!evZ}7kI^^pMPL|)yv4&YEK4)E?Z?mPk
z|Kfj!OY8K%Dxa7auciE-!DsQQ{<GV+|KSMRns)PUW|&z(lyhyCa+_&yvC$W1xvlo!
z*3JFTVE=9Z_n-C0<{Q0p-!%Wzrn@OG@4wu&_uGQXKI3m5c3pMFKlaOiVDwy-eXXo2
z=d)vZuFAu*BTb>!b3QCy?=#W=@;Z~V_I}&9_`2O}@etWKv*`G4xvI&Ne_TA%`eymf
zSyRHQvv*l-47-}+DC@Yx|KpN>_b={$p`ZAlp;7an$<D=h)+dJljK6bMO56H(z1x3=
z1$*27u`K^_@$de{^%vp}|7Tzd{*&>nzu=o_{nWo_E-u=<fBTpGU)(q9A9&UG%HRHF
z{+IQQ{RdV1V|^Ll`JqN>&3g4KdqwJ%TuFZ?wcx**^;=8c|NPIe^*_V@)Bj9<PA{z1
znt$rwqr0NPzr+3hGtB=T|NGDW$L`3X(U*G1cFKQ-sncGpnty9o`Jev`xBfHSfBK(6
z${xkAV!elNmj79^-8JOj)yw;z|GWP0KZE{{i+@)yuRs5H{ojA_9~aLo=TEhNnz~DC
zIkE-)Z)2_h)xWKO|LH$NugvKk)tdhqv~@3rq8eYH_45Ab{|wpx8S1D1$#@of_@@8Q
z$h@wV$mXN?!RVdbsrpl=OG5pT&6h{@g5~srZ^8e<KnsUZ%t!IUnceN+<S-gYsF5%l
zNJyE1q?Cl(zRpGo*6jHo_bpD=Z`zvD_v!B41qxcHmdtbCn;yE(vr0BXsyJd*lznGi
z#tW32B3~^-X|`p`PCQBWO?9Ag5JK23v{dVqq{l&)6hUuShQjG_5+CMnJ=qs4b=8eK
z?>O^(pUX-g-Zw8RnD{bmX+QH*(~JIDDsyi>=sj1!&ERM36CKdN+GNV`Bst?~`kRG+
zR=>0Qx4-K@!~9LZ@Bf^0=*2(YOrB)7?RQr1+!uU2zCQojl75E|Jzdeih3+J7o3q|;
z=lk24e^xL4Ej6cpvHNl6)<^vtdw18Jl{21`5C}GofBmEV&)@9({x9A9Z})>a>;HJ`
z793W1WAXN%{kf%+57!CxM*L?;zAdAXlWVCk$+mWN{Tt{0FBv~x9{T8&%bjkZc+QB=
zy2yU6+$s4}`yTxIr~R+)^nV7X`e((S3oBgjnZ^p;*JFHImAdWM->g3c74?3bcW!9+
zZ`FNT>ZufRV#0R$-mKbIKKqMFkC$^FwYW7c=@^Sn)g(4wQ$Ow$myZ>ltGyQ2n-#Yo
zjuXueE-=Y14GlVD_Q`<p>-RO!FZ@wgJ-eqnJy*tq+fyQVnhL|>mnZFG!jrD~gl8QS
zt$dIyD*i3#xt&ktx#F!E-vZurRlEtlcxC#%GbtbDx21H(mUI`bVPsivp)hN;T<b&0
z$dF6}-kS%tUl?UC7c<gg<!&(SN$yIxY;e29OIqR_tA48g&+t3;@BoukoBGhQG$Og{
z*d0faG|vtDE4Fhi|8U3uLfDij_U30ZllpzPrRO=^s{PM!;M${%g5x@qbhjivIrex<
zaby3>pmnnXnl`SQV8Fo;{4L;3>(@77|1QN>|7S36_^`jd#<F;^ckzlF$KHS2nH;8b
zxS>Ku-s|?Z57S%nzE?&?iN*-rzRe={cz$wZRZ!M1(=FGGE7HEb&b=~e^}?X#Di8W<
zwLMLH!))Gsn6_Z&>+K0=i-SX^1WhUZ@}Hrh+TvuI@OsOjRX?LIfA7x!!!dJ@^h1+b
z7Jk!a-w|3|{q6O=MUxNB6KGJMzwAiQgNdK_=O3H?yEyVc!@}_3{|x&k|H<n4r?R8(
zorYeGVa;ZlHBL#*WmT=`Sw7xcyNkQ@NBseVp5n-iRp$R03dR33sAL{}u%GM9?CYKm
zM(%od`)q4hE<Siq*w|C(Wk!lCk7N3as`6#L`4P;_hh|OqB?77{x0}xYC0c6#`=$M{
z{yX*h5C1bT%>NPcpJD#`{|s#U|2&pH*w6hU{Fct8yDumBD&0NPI7i5-?SSaT`a|Lm
z`+qS<{d515wZG}hU#HVfsk^sks7`tmS+hNHg5)OSSn=uR-|YiKy{1@-KK>#3OyZ6E
zwN*u-WxH?r-JjY0pMfL3&He>%_D}hbi~kAi=c&ISb^Vk5<LJ1U`*;4j%7MxFP3@o7
z?|1@9=<n;FCH-eWSex;mp+*0&{1>*ZfBJu1yAHO@9YTV&*}=2!jQt;4e<c5FxVC>H
z$jcA8KOFzdxVB#TpXt`8XaAnR5(pttvuK+BAH_O}{|pOE*FUL0*8julkKum?hwS(h
z{~3C7D~s!kzluP}YK?lW-_5UotpE92fA4<=BE5#3g-3m6ALu?BXQQccG@oIXAj{R8
z_87$0Kl0AL{(JeK?Bvt4f6rgB+-*{4z|_YD?=-#z{0sfge*I(o=Wn3;%;?vuMXjM+
z3lbO%7?v*Ty6}YLOF=+QtY<Z@EJE34LRr&<<1@8cPF+;p9HVu{D>tpzQT-_&<3Z+m
zGes|l*{ywK?JFO!Y4eV*pzrNDd0bk|JKc=l7}e#xjhVxIl%aUh=a`10qI0C?ZdyNK
z+qR<UpDPj-@{LY8Dqer~xZ?LJgQDV~hkt@P6F%L|nq-s7doX2-Q_c15J9t`j>Pswo
ziY)G*eBpL?dvDSVht6g3cWioAK69D4>V3jdHz}Vl&TlWzn))X-Q>|O|?;hdjT!N_q
zc4h77BoDr9ZtnZfFqa{%cJYx3XL*ETvV_n0?z@_8@@Z-B&KW0OOK_axevs;aVveD@
z>DJ%6p?@?N9c90L&Gpjrwur=zZ7F6;Gzy#C&lp%06<+DOu>0fJy<3-_S~_Ray~AnW
znM^0?t~o6+p(p>|VwO)K>Fkn^%_biUd;M*q?$X<}Q)k>YQew=Nm^i`s&vTo_fA9P~
zRA8}yr#I>I(Oor{qi>xqFJ$u7@SdE<z5QKcibNkfYq`mtw{am%hxg6z)ZcnL?9#oH
zd7LR~&!jWT^K+I<@7d1%$C*9B^7muW#Y=unx*xvllk%2b4O{Yc@(p~vR{fUfUE^`^
zcz{*ctp)s+|89M>**3{HQT6Th^GfGZws0siJq@i{q-6b{p?trEP;!RFdDahE^Ng}@
zvrf`<@qhZ~o_CT%dcnQ)cNR*Dl249anIpf;md)al%1tRPjgz+)Gtcw2YOpxZy=|@C
zM%%0Z8E(&e@^ZtP)y26_j>`O=v!`(G0;48(dvl4Oz3Iorwyv|A&HMY6e%_?pz9pM)
zEJ;*ja#mtU{<)Y%-R5zR;oBD_0qlY+Z)BC*nYOr=uRP3tJ86oij8<~1-N}L_tBpjT
zerw{ZOgwO6g-LAi(eG0G=Im-QIxc*iai$d0D#z_%6XxGdjPQy{IAQlf+VbT46$_ZU
zv~{=4o}LsPb7h17T_yqc?Sju5Of}Z5f8$j5Z}rOUf46i0X;}Q5>CWHZdwuu6{g?XB
zM}s-6>(qaSmU4gl>bLp-{=PZ;=U)F0w=d1#*G&D-aK9}7Sq77?*E#Rmy{{`SJZ@k(
zukhTqw*9B6Q>^Ybo$Ok*vWatds^luGt8dE+l<Qv_duqbr{A@*wq!l9Dw^d)6ZX7k;
z;d72kir@i-{|vuYFxA=_XA86KG-gw5OzbJ_k6#-7dHS`LOE%QbOmUCbX%KCH>i;=O
zkkgZqgGI<TgX#R7eOoF|zYck{qb;MS>%P`k)xukov`<%Ve^cO;UU<7fgXuj~h0wQq
zo-SEOHlC1IU#fT|*XHi*PsM%WCX9<zg9`Xfr|a!dF5*#Vn82A}?4Rp)QAH!=u%@MS
zE#rR%=E&_;`nO}_9B#zCy>*~;0r%N;Z-dU}Imk@jQRx2d{psB&ERGfL2rGIaaeuNl
zd(aX|i|6~VEs~Sz=M|_dKB#<FlHp0om&acg@YcUQSNN^?KSM3o#@v;)3#NYR61=Rw
zHsL?RA<GV*tV_-3Bu-A^&A55fJDW+-x=SNw^2x`N3wTX;hq0_yJb3VMiOHhp$_mTu
z@2zoOG%5P~W`@E;J0y<sFJ|v>-<Pm(=8g$`ON4)QG29jYWW*j*kY(L*>795}b;YvQ
z9Vrvo*kAFc-@GC1p0v#E-hqwfcQ37X`IP2w!1#IYj&~YTxz>wqBI0kzyeyaBE&u6t
z$<fEZv}>RIb@;OU`1+Qq30HJ)9V)X3G_HGl{<of8@RtX_!}?yOtd#j^613=~G>?(R
z3FSK>MYkWCe>+uwH2m|;{|pCzzJBKW%=7QTpBKU8HS=#V*X+$EmLxj<XVBZ6=HY*N
zR~@_Dm6hw(@F`tY$d=?hP;R|2`K`MD!EN)iEZ2U_kUKm(%76Cf-}_HJ{rT=mU+j{E
z$4{B(9$ParzKp5)$JI!=WTT&1ZMHk_)E57fT=8hqhch-u9OW&Q*VmN)3Z3(0bL@#p
zQ;$jauCni1^K(*tL0!q&L%mlR{xcZ)zvDmG4<={s>b=77-puhT`}3f8tBP%IIts7|
ze@@@9Qt)=t`-dBh`=b~(?&`hD_R2hf<@bua0eOo{8T<#Yz*Ony@oU5H`t|Ownjh#O
zg=-p(khrLGz{NGCp30NnY04Zwz-_!}!wHLoC2W$+Z72S``YXaXJAc8;X|rv*17^#n
z#Lw-MbY%EcEAg*1;)lCSnp3Vk$3iFWPNsrZM(y3K+a~SqIA?wBt_WjWjp8Cf1+z&x
z6H}b#XH3r!(mQ_W-GLJ}6O8Y#H~IX~S8|4Mwpx*Q{SwdLcecIp{9N<6%uiZ*@~iB$
zE{3JqOK#lsmYMc}rDAc#g?H*)XLq)%@047<1?liRw84JK%`eZItUD{iBQg1N>A#TP
z<sLWgOpvMi&+u!tUl+p}shZUi4jWoz#nqX=EHyJ0z2%}(mGYmVH8apba?zm#4sH(i
z6(^s6St3=^J$EI;`Iz#*+F)%Zjm<0#g7^P)`M<e-u4Z@5um21aqoxF~C0>52GHFBc
zzgo>hrylU|Ys&}!6J6}ekp8#t@iqN3{~21-95e0zsC<7t<CD(Y{@}kq|E^xVW_A5f
zsjvLMK5qTbaN+p^&bs4;uf?C$AL`$Dr|Rg>`5)GDX)xQrDVN(=m;OiNx9ssX@iYH3
za9vo`VEm6{m9xGHTZt5MYx4+rD)gV)vSI;W`ai+ltDX0I?(Dm~|K@Fd#{Ucr{~7rI
zu=FonV%2(d_Rp%lyKWXY7Vg-?`=5cC`RRX#M#dl4{XHBMni$zvn96MXQDSAg-~MCh
zpI?9f)|DGiyO!?o;=-m4Clotb>O$T_y|C)-Lhdx9m*Tw3cUl^1y>IN_Q_FtUYkrmg
z+m&nVV$&|%*7(mbeTC;F=68NZ^FJu|7rUG8Q~1VJf2jP^&A)f+!gb)`C!f6IYxigS
zhvAE-SuT!LDy_JY8tLaKx8U-sb7gA~!3<LtB@)0^f8(8P(x3A`0>4@JN9;HLC%O<h
zLPk~EKO8)v6ufxL+>|gi8z#<!_7B5BtrP;AOp*7WQH#B4?SF<R*;njeAG`ja!Fk@+
zY$MjhN3*|cmCe>p;ImM%`S~yT^8#KgP%9q?HcGjW)a5qcd*+vyH=edANX+@quvPNG
zUpM}}#=oQ9`#+A@tS#}MVfyZXIQ`Z7_x!K$zYjYr3d&37p?9{d+PU9;|DShzTEfCz
zOA<~UR%o8!sw)yYgRJGPXvN`xnjv~P^Pc+EaNpfm*Du^N?H<d_Zyd@V_p_%m#uw&%
zyc4?D{kZ(ivhTdb%j<q!IF*;wm-|E~tH<kMQC&E@idK)zhQ|uBrJ_epK6>jWQRbT~
zWwWbi+qci!c|4s}8zzKrym6RaT}5tATDHA(eYV4*OXn)29vr!L$x}M<arr@;71B+q
zAGmqSUpvUQiXL%&?0vG7W9}MBo#$JcUft8U8Rsc_>EX{8%z{EaCG0zw-}&Rvcinr^
z$2aCSO5w9ur*2<#Y{l76B7A%@wNC@ACvZ(-ycHM|{bO@Ln`T&b#+AKaK1BPiop8vy
zp~dLiPtWHzQ*ABI&2Rq`F1Nqr<MGr&9yenXqg@8!zBissWsqxU*v`J5t-(qPJ@GvK
z<GSuuRM>)h;S)t$0(AOqrkyu>cRDZJa9d))0@<e#MgAWqRCS%cQevwev`Z-NkX*RG
zZo||GJ`Iz%UJ;OW^XK7s^6LVd&OWPc(_UqJTgaT2J<;H)z$%^dQe+PE#P5B^*Cl_g
zo!|fEufwWaQL$d1MZ`{-)%`HEu)N#)An$O(<0~IbFFRel^~k$*yIc8$jej4D^6#-0
zjd|#q%2UAR@!T}*wa15da}&!8ZIUz;d+u24Y!c>Di#Kd2YDk%*roph~qs-^}Tu-~1
zg+iGp)+wKwsdC22X$NoboyY5}ibM2j%5#-=WlsBa$8UNz8;8V1n-|Gx@iR(47c6-^
zq4>bMX8%iD-kL?aPVp8tQaaJ~<OySghx$6}ueK+Tru#0d$adUZJ#9-9$J$F0=cg^5
z>EyXjl_6#Fo+srh-xqLQ{Bbm8Uv%oG9p*yvn!08S@=a`3-M9O@gGtTSif_pr_RN1;
z^BzadI`!Un9>=YZxrr0r{FJ!0<hP1+=iSpijs3f?Pxiga-=_19>+bCso%iy$x}$I3
zF<$gO?fxzUubMM=p2+!UUD<ePOGI+ZO-BaT(p^1^)1Q4hlJ&QK2g6y0tcyOvZpXQm
zgtwRTSXKSi5O#5zsFe8c<sG~Hr3`jmUH4vb@3`e%DdrMhaWd}An$Y$Kj-tAF&;KFR
zE*nVsgt^*>#WtR_c3gf`rt9d<nNCxaPue_Yc{X#^!H1PTLGg!^jqe$)V&2+wFIg#F
z{>YLyUuBqYZG8G++Uk7S6<yWd^EZ2Q9a<~MpmhFOUd{HH!sE*-Uj`q2uzQ6HYrgIb
z??T=)M;BPSdEUz1`1#ZNb0N$Z($`fm>^poY?7C9?k7+-zn<vSh3hkV;edd<Oi^Ux7
zZVD-9TKDo+S?lw?*XFWL_L?;JlH-;sH3rIk^J{nfXUO<<-8B7y_6Zfwv@44$MWWTh
z%$Nl^r%W(zIWc3xDu$rN>!U7QsFAtlH@7xZ_uk{;blDk`%qDBCSjWu!=3w2=0}{-#
z{t4_JHj2rrJGyTBPksN+b(W5zeDT}*DW4mdHh;WbDDj-_$S?C&(cY;?x6P7K-t4Na
z_o&tF?SVN{59!AlG+#(sJH6$3f9S?5dU?7n)7A?J-aZs4soa*)cu<|k=jS($#oMy=
zBR^bQzUuXMv5kk6H_fVCp1o5k$bDwYhk}Ej9MWWR*%>}J7%^US&3;(Fb@LIE!-ZB`
zmb5#aGtWzV{rBlfyH&=QW{Tc#GnqZnMkwOY^}LTWAE(~lS(g@c^Ux>H<14?KPF+`F
z_3qQVN6&6OQf>8|#+~9c=O?e&IgX$r&pQX^$nIhE-}s^S@cG=@TGdr&CUEo!I=2KU
z8aAJ_H$PKU%OJbS!K!#wr1mDyVi6Y~#dyO*?~4{T#LV-P2q}6URpP(-ZK21blI<zI
z%|_PSuJW+^)n?Dy^1=6Nw^-MwOKBB7e0sUtR|Ly&ct}2Z#`EAqk*%e7KFd9|#iCb!
zwfH~v=xyz7d$5_aLh{zmCyDNHm1h~swjeDm5<Qb0C$;m+R`1S7zvc84`xFa}ChIPA
zdS2pCs$MU%j^q5<OS`Hbe_fmQpTYN|%Ld&y22tLu8}6D^Mi)foeyV*qFU(YZf!@sT
z3~l_JS!UZO#7Da>i#{oK<hP3IG$EECx0Dkx@2rnYyy!A7U$f#5`wIWm`sJG<om`Sc
z_8$DK`k$e*D*Ca+@7bM}=RZ8ouX-^*e&2tFmU{0!6W_k|J$u^K_Rd6kEsFz_b9Q_4
zuxm7=e0;{Y_h+=fNOn|NFVA|d-IakeRd(>5*ZkC6vs!u8llc$tNPIhaasl6bw+~B?
z&3@F~>lgWWqMUbo_?_|%QxCT)XB-G%cskoUoUtlY@(;J|m7Y!AvfV2E&)({Mw|*y-
ze~-z&MKkbpy5-NR(CYodS>^Le3}TKQf7>tZnlG)g?WF7_rD?gx-|IO_NS>FKnw$SP
z*J10^JKe%JZY{dw+fnfG=rhsDtz`#84<|g_7d*kpfbn9MokVl!b-SD8D*qYM#pb7f
zTCi)H?0rM^vSZS1d<MlaZ=WB2`A*-IX>xRj9?QOHLrbm~B5oo2cP0LPlnDLlW@H^}
z<h^st?#%qf5$~4t*lb+!P@?DUAFDdiyatQ8?gx!y)-BA>mYd6C&X>~n__R`JY}Y<N
zh6B#qS)Tk^E?s;!-M(onb3v}_)|ruS^Fr=ePy4Ox@$uneYqpqN-2;A=CtlUcbupZ|
zu;tpNwR*ZY6#~9bKG&xIC{iU|QbIzx?B0KdlHwbgG+2{HuL8F6&aM01x{o#`ezy6z
zWq~JSKzv1@Ah)zkuH+lPM~;Uk2I=ixA1f(z?pdVwT@$1IH-2no`ehNGFOhTPlA*eN
zu??Tr=ZanbuKRWe?cKUnES&9Ovf*y=-o>6Wc@j?qg-dLNtiJ8feY93n=$m$SW!cT$
zmEA&m=F<-s&Y%7)=jpd5qnpZV4VItR{aBiQMY(q6Q^}CL)|0N0Qw8@$bVx5&-Q?X@
z&bZZMdGwF&Bb&3NsyJj7>ow|r3GqBQ^HT9=z;ljO2b!8E97%YPee1`wbFaQOMW4&5
znGye1i<#r*vuQ%|>=L{Zk}-XrFN{5NA7@Bi(^T6s_t_*x{i%7oJLDoJ?o{Dp{5Lm)
zSx(mdh`-oG-LGdKt(kZ;_WaYRR;^E*&W9Z2%a!c-73M8g7EQXg$9Y9e)Rs;6mTvOR
zS4`cmz57hp1Cu-^28Ps*WZf;>b^Hu(-uf}`*tcKO)fMmLEblJvdZPYr?p5;*?3NFz
zOHaHhl>C@B|6BJDA?x;Pp|IGl<r5ATUe`X&7oDN3!^ddCc-Cz9Ba1EHKZylaZ17@T
zxLGyXb*tW_=aNaOTszL$B^gdt+jUmy*;~E*ob}HprFT6~-E)@jzM;*EJCnEMKAhWD
z@v_guH0=7ZD&M<1W|>c53UyGBnQZLjpfI6q)0_z&49#<-CcA&ko4MY(=vT4HS{84!
zGwUKH%q|)D8E^Se;9dYabmNK6pXyw_Ior#{%r(w3-H}KNcq{eOTU)5Oi6Q6ruk@~s
z<&V$G9pv0Cd{Ak3TUTgk!itVJceZid)=6j9{hTbx!oWALE2l_h<C=*ZQW7L1N)#?*
zoCv{Wq5EiC&vBkaf!!Vs|2`Y0*>|e^GdaE6y84C9>=}PfY-iK(WSCH7+_(6~hpa02
z;Su-_mKf}E%nTLQ9-roEiam?yI<;D6y533o84{ME=NJ`dq_1FUymGPd!CSRg57((h
zw@v>capw4`zmHCSdcN&TaP!1tZ0w@@T^SNwAG}qPbm`Lb_kDF;?@)}_XWj?%XMdk$
z`24!8#ma>r_D#(TIL^$paYp-l>335&`}W^u+Lp0^FX{N9_{8fA_w+r{ox0ojaL()>
z$#RGMV%Gc2X=R!G^={VZLsp?*uS^%`wmx-S%jZnZ=4U$d^{Q%KESI%-+2opc(Lv%u
zMZD+sNtYa%ZKh4~Rq<8nd17*8Cg;iLD)aVQhx`g_O<jEK<E@`ZCB+OjojNBfZXLo@
z!K{AgyE@aB6$^N@^EooUZF?s1aLU4l+jBn~T65`CoU7lp%ARY|`$NA{@4UCxxp?Mj
zx2MRN9%m(GJ;w)vBK2KO2B1;4J_#{~gOMlF&PjG2mpE|V@wnF{GIxrTy0e^2_00co
F0stX0P;&qP

literal 0
HcmV?d00001

diff --git a/documentation/GUI_description_2.jpg b/documentation/GUI_description_2.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..69d573416f07c978cff3173c1e19a8d136f57ede
GIT binary patch
literal 38711
zcmex=<NpH&0WUXCHwH!~1_nk3Mh1rew;7xnIM~?O*;qN)+1WWcIk<R4czL+Fc_f8|
z`9)-<<mF_gWMmXn^wbrUbd+UeG|V-13=B<7Oyt!qZ7qy!^o&i6K!z}Ka&q!;^GNXW
zN*F21C>oIr{vTiv<Y1CvKETYV#K0uT$SlbC{|JLT0|O%~BN#A10V5ML3o9Et2PYTz
z|04`r1sIqZnVFebm|0m_SQr=>YZ;lC8CV2ag%k}P*@OcV*_8@Kj2b5{<WP3ncu+Lx
z;s+Juq@pHHE-`TlNhwt|bq!4|6H_yD3rj0!7gslT4^OY)kkGL3h{&kql+?8JjLfX!
zlG3vBipr|yme#iRj?S)0lc!9bHhsp-S&J4gS-Ncbij}K2ZQinV+x8thcO5!><mj>E
zCr+Nabot8FYu9hwy!G(W<0ns_J%91?)yGetzkL1n{m0K=Ab&A3FoS&sA|M_^^Oqn4
z6C)D~3o{El$X|?1<qV8W%z`YeiiT`Lj)Clng~CckjT|CQ6Blkg$f;}`^g%SK=pvVx
zipfLOk07sseMX$en#l4Q++zrT-D2QjW@KOzWENzwXZZe0V^IUwD8?TKr!L#LF3;*N
zxNs_2;Lhy)`-$b-KTLf-;pT(ytG`e5ww?0fpk-60a;j(3lVe8`%&Z@Lj=A{3bnlu8
zc2g^Lw@;SQT4`C`swQ?Oo##OVW9b3q_k1&+Fo*n@?;5>(cG{J-p=%#|sw8W@WxP9q
z=lQxP%5smd%~kI#(TFmg9C`W5i6$4er*^5z3VoF<OzvxwZvW7#j$V=X@T%}zfw!qf
z(Ro3yK5z5jvru~G*z=XE_!!SMJD$E%E|cG`RqmegF6L(fTj@PNwhERL1=b0C8O))7
zTo)bRT(&xOdiOa8^_X3`IugYvZgKu%%F?bEd2#v1(%12~59TWdN}n~-$i28`-kzE@
zMtuBrGt`Cj8EuMgv0Z&yU7ggkaZ2L%fMpE#x3jA}S()?wxTxv!=DeIhx%;6#u^hA5
zCayKtJJ!W<PGI}J{|xR<oGL|*Yz<b{YyA!#%Shb4cY9N0pOR+^SIiSW#@8pAKgw;D
zdTkYb`%aAB(zJx_^?I2uueX_<GuwEM@gy_b=B@p_`&QbVo4!cm-CEbBr?yz1c9WPt
z;Ym*Z%(jB6K8uy}4}aX&_;>R23G)hO*PZ{B`|PoNoCZ_G9?ykmHkm{nZC;c4%rd&g
zI^06#^Kljal_C!x$%@QixcbI(heb>6!eYfc;eC}q8{=0Tk2<mIL*evi%|R8a{6z<^
z^8eYkv#ZEx4af1R+ZCGIPAGJBT|RI+H@jFki|4Jy(?6RJ{&x1O+NeJ5xXL`MSqv{y
zu6{YO@bi)@x?x7U4@*vGE#7WhmD2e2(aiL<5%=%-i*9+X<;+q%b82Jn#M2GV%;$e?
zJ6rtxV7P-uf5eRq>!&k#NP762pE+!FLSo*{puKhr?p>_W+T|lYaqGi5cO9Q>%xGgj
zul<~5&VPn=$1Q*F`MQAn_>oysx4I{<iQwQC`OJIh?Foj7bAAcbwMcE$TfN*_a9Z^5
zke>Y0Ca2g>l<lv7Xd~}@v}n=~wpX#XZ_e#hI`&#8r)yFR*Ng5?{pL0~Dw;|24S!aM
z=Dj~~Ay#_Z@0?YaD|I;zGKssnCz(wscq@|Hpz!e^%d-Zn>g?6kr%QHhon^VO=Itai
zp5=4o-1i3CDO_v`I{9~X>LxW#<;vHs$#a;`2RHwe_iA^!lxLDL?TWw1w&!Oi-p*z-
z+C1&VX~ScDmMY)RCdxBf9_9_5a@6Q7lh%oi3%Ql%tU6^lQS)~zo5SN33bIzOer4Zv
z&6?G^I>x8*QHRgcxgIJ4#wQenzp!<d_8M`|%w2j#H+i0lk*D;Tg%cf4s-!nCvcD*f
zc{l%oMaf&YdylNIWh~BEnlUr}*+gZ*CcD}N0;?*6sy?3=eibJ)?{~<az0IN7{##a_
zIx5ZNKTRO-aBG4AUs<~h!-GNx>A>u&kPmw<W`*?&X<P4@S+Hu4q0I;Odap^hgEsEj
zF^fC;bmg*^M-h)F7%QHXX}mna{fg9cg%4KB%4b)2s?5**9kN8b?xWf98J%Tmx1uC&
zO!Bli8u{TrL(62Rec6p=mscJ8=(I*&W6i@pZ%fIC?x#cwPuMnCc@2}ISo^-@bpM^%
zNiL7n45vCAFXJ=dWcYkrX-9==ys&#_R<G*8X|G<c30&5p$vRQOZ`H-ciA<-bYG3)!
zAi!{aK}dc+&*bCQhoyZ5lq|WLPVgBw-?ota6~NB={6}B)b<f*D84LG!IlRu_lKWXE
z=l0X|Jgz6JEe^0N&so-A{8;*NHt(D3(;j&yi3jQKYU`Ns%!pNAK)Rgcm_y=;!!p+w
z20F;h>nQzpNnL8rbm8-QQ(1n@6N#P9x2bYs!zwmL&QEh5+kNG0sBxJd##^a+qH$?P
z%JvLF<vv3Wt;1X#*2k<K&q>;?rNMlDtNTahSI?fwzZEXd`|hP29gx_ibV_h>?tbeT
z#|pe_Zc4n+Iu-YNf3}k6*7^<X^_#q=X{F8S*XP!nBF*O0ASA4iGOulSmj-i3+kb{5
z)Ay%uJNtL{x)bk~{Z@!EpW`g5Gs9lJaN@bFEtf0yUAm+b6BonDQdhl)OG<H<Ls?75
zJcoXJ?F1n=tA2+?4HnswHR0wHP0t>E^ziM3W7}ScUOXveooc*;clidE66UTm8+U$m
zzgaR{<JhWI+ddq$oW&!TXnlLe296>&@8{azJuLHm7B$%1I}|Svm07s{kI#diLmrc~
z1uom1&dm{wkvMrP`W$PA%mUViN4t0xezd#_@Ll0+*%ztqnfqsnpbMLssA75Pd6hZO
zU&gwMFg~B`xGpm|Yf|LwuhX7+&s>nPR`Acu!;C^6PAO`45+<>6{%m8-TmJ3ChkNTS
zckZ<6z7x}(VzB&OU|MN^(%UB@Ty;6m*H^t<v4BtR@js#2#)e(r{ynodiuiQxqp^zP
z<HIXLq~~Z(W}Z;M#_OzmygMcOrq1(y83|44n?J9eC|5j{dym8?j?-@?ByTNgo>%=!
zgPH%(<*eeDm$xlTNfT#rx^yhCr#gIvM*I6bNi7TJ^}#z`MHm8yEe^P1YQJe$boB9W
z-7npe8)ORqKC?fx`1%J)n*ipoyl%R7CU@5Ae44xApuE0v75^)L=Dkv-zwRG6lWcHS
zc*e8VKA$}6>Yjw=I|5m@_CCK&`b&$|Z|Ogkn3QC|@b3}-!@!sKSDsv9YH{Cxm(&ri
z$WW&^x5a86?H?KMPFMNe)9=M_ebH>0PMvI(99bE*u;2-fFI=tgx3z{s0myma<f4gf
zA^m|4f~t3f3_>OdRaIYUbCEo~UheDEWiK|oTvAyqCYS8_nXjnos{4nvTl$r4-yW7U
zingx)RK+*DA%DdJuWwggFt4=WF@8C#H0k9n7OT<+JEM0lO_*({c5kN27v?#Wir+_D
zPrugK?W*?l>*Atc7nm-3?ySwYvu_K-mY}@&D0BU_47wt-r(f$m{n~*WMNzie>wsC`
zp1v{J&N$)ij@`=I{J)idpMQIy)UJie`>mJ%miqLUr#9Ue;1>HmLGz#bzwRr)`Lb&5
zeY+0Iv}LYSwO%&Qf4}1QFU%WcxJrBHZkwO~<aQII>f9Mm=k|vs-<cn^d1q|~W5$v@
z`?lo8M=>1V@}Hs8Y=OzMN2eZ4+hV&oZ>{*{)%x4q6QfPT{#}xFI{S8M(!vd)R~}Am
zJdsfAcu<sWYTb9illkRa^VfEGHasw2y#BY2<+mqg3wWh8&GpwxPrue6*5!NpwcFFL
z3s@ITF8Xy5#lEQFs%R_Aw-0xWW=c7PFFP4&KT&c4x2WjZD`EvE-;LdQysth<SY<B^
ziuu*GnWA5`rB9vQ+T7-_<Vmfg{89$r{6f|{+_rm8n&^LzGvisloh4*zu>a;}pABv2
z*pg+O88)7@{gid>>DL8pu7y1R8D1^*v<tYe&3y1hy^PePl@Tw${VJdRWcPg2?fV|_
z#qTb8Rj+5kw2q12*@4?tB!H0!%qHHgzh1|rW8Q&t>XY7a)L%T3=CtO4z`pd8bL9Sn
zTjxHGeyv?8RPDX`<g7=9BITUhG9Gs(-%}M(UXlC$(*srwNA>I5_Rl(Y?~d;Z&wLS%
zR|nrohK6qbG-n>;d9TxZCLfw!^k#3ZSf*NF;kIO9@ql)r;ww4q&%Us4WhlN_aXDc7
z?kmq{UGUG8@-NvqvuQ@|gFdkwjecF_%EL`JP8@Tu7OMF6NV|NJujrK{N6thp3w7aI
zyL*Q7<7Wp|nR-$-oLJZO=(*E|8GFzC%H6ZZCv{1Qn`+afJ-=F=`yRS4SdqVFKi|t)
zE|X$jnsKJ)&+OuMQ7|){u%PHjLgC2=0j#>rN6fd+YTUf1Nm*ud{NH&GRZpfiJwMGj
zIfJ<^M!>J^$=5YI{zR`iSY4=kbm^LD8!GQ5t$FIT>aLAr`^nE{S6@!xGoCol{Owj>
zD|w^r+suo%$h_Yh@mPLul4p3B_Ow)$p63=SMMgiCemH%%cAlik<iaYO^SV6M&v`$;
zJMeV#_s!?3F0lGCA8n7lB6lbA(?P*LPo=3X%?0ip#XCh(p2$zx@OqNPITJgJJ=-@K
zozA$Pw`#4nnAVDYagT2FndOw6RAyeO5cVf(dYj2x=OAsp*~!HsUDGFRJJDGd^uV}q
zlAFKXzb|L+iSNr^UHP`;(zH#9dwwjwRmkPJxA+Rn)XKM$Z#78scjQfW+rNJvM~dP7
z+1aUmG3;!PQewILHBR%)D=?~j8F1ru)wIQrcI3>mc)MU*--B3pnL~~$UCFnbl37*=
zF(11;r}=y3t*!kY`!~;hD|GDHwYM|QTx2PkxpB+8<2(fh#V@<&-S*$KDI_}DyF$z$
zlqIm0i}NHibI%0M1>7Qmt_)y&lkdiyd8d4>7VY}a(C@kbPX1E|$?(Z08*;ls*$Y%E
zTZ?RsEJf$^uAaah=VaCvz+L(z;ma5K^$%oiu6;W#_hU&}af5Jv%;WvnCfto^7PzgJ
z5}IIOC1?Ee0?W5gueeQeZSU~Pe_ZwT{pJ4UOC$Ep%3SLeb;n&~N&nn_pW={*)!8#1
zPg70mk#6q!7;tn&<|Y0ap3*h@wHxQpV6sZT62RP))$shclM*u%WAX`>IdwaJad|Af
zBBD6yujH}2M?CHuuspv#r_tX$svv32(+I;D!8>x*b@pD#_cK>)-1kgVt>8f6G5cc;
zx?bP&Qk0(AJiN+~#K110ey2EWZMtE!+oV%#UhPmXs}H`md0KX*xki^u!R%vy_w*l{
zlzrBYdtuJeo|&Nsj)(ncuwToN{dcYXzWsCMv;E(%e;)ClA@9=RO(s1{V;0`o@qGDG
z<yTT!S{7+3r8;XCH=i^7x`227*5%)?e_s4H^Y7O`uQgMe{0&`#++J>(@VoN-rP<&1
z+NNj3&Xn|&H+bFu`Bwnj{#%!Szy5jg+m?U7{*`vznm1vAv2V*^p(hDErRU|o&ey%V
zZl&auJriF#+pMsDS9o2fVD4W34X+qi>n&AVuN-~T|H;jjw{<Vg5&s(TpJ8>`+w;n9
zH*QDXUb=TjpT&g4P=Bw}=25;IK6Q8O*~+r)PL9Om?M#jJOAP}yO}k^n5#;{qJDPj7
zGIMjMmn_^i(~QaRxa7${E0=xtkvy~ZSbfX4*S8u>|6QAZKmJ@l*oSMjSC{lI<vKSb
zc46V<dDd6#Z&^jeo_Vua(lX}luLl8a*TFu!mbdK8Cij(5iR;!L<dv|0z4+byxX1Tz
z%<8!J(m^QgfdIeUUhAO0>wQ%X-nKKWyj4(nd?`a_^s9i_=;Jm<tKF5_g6CaT2b*+V
z_uE{1@2he4#(()9p0Fw8x%;~$|H6NUz2W<}e3^8+=JK4!5`U`#*zSW>Lql}B_HCzr
z<<&+{SeY5-8Q)tZ)i%TF>5aT^FCC=q!4c{XR((x7%PQ%Z3eTB#1q0avO}B+h1^?}y
zcqQTEuK>35U=>jFCTyRTY<5xq?3`rzzgcqc4jE1t(op9<V7)uNi{bk3sQTJ^D?4x)
zZJhO=!6#sO<>_>0*}`i}y0WcjG#@zfT#_ZB@n-<rdSo;EzE2bMcx_OzO(u0i@t0#6
z=DYG3-Sy0KRSR1m+dOM9gBS=6^p?Gso~Woi?D~4(<*y*_zxq5rJxpIu&Hu1~7oq@~
z?hJ3;6kT%ID3^t?XU-Mh>g6ik($mA#Wv%4B7;d0AGdke1Sg_o49jk`D_Fj{;=i0rD
zesifk!T9)phE)xw`@nvIn7rnv%H;>sPtToYe2hDpcfOai*~~37o*3m$aJy}I&_0Uc
zBC@%g_g!2n78)73J)K2=`9r_HSiQ`e70dM1j70bre_Fu(p8+}WYvNOOZOwdp_-)wj
z&kUCDJ)bWB?#hsXob4j-Mb(!Cj*1WdaERJ6#Y>)t&+yVln=SudtkqR@`gud*_x@`Q
zCMy<oF=!Bh&s;ZIcFp8t&SV|EO*&m~))cre3=3nw8zJ~BOvH|3hxoRlyV<;@yt|J*
z(^SfzpJNxuQaQVz$j@uqbLoz?^}^>@M8A~&a($xu=Kx_DH|Om(eS#-`y~(L6mpO5D
zPr!%woGX@IJMm|A+9o#ho&((0`wn*6oV~9X{%*z1vkVc_A3mtIP>zjCwsJQKI`hc!
zxk{5MW0S{Bt%+`XCh_q(zP)rmQ#s(`I+L5rZuK!8`M6HXCSm21ITIZ0+Ar<2O#e7_
zP0{Im+ow-Xl^y4~c2UdHtmn^E2M1x+nCJWWvd(U~^>6Wm`vR&5cm4L<J~8M1X-&gq
zaR;8j{|w^Jn|D5W)L@ct!kZotnmxCarBlgjjo5jS3a$r#Z<arq&NAWgJH{TdGgbc0
z!QNZ8H@{sL%(KCB&(WrPLAlH;U;oY4oPT7J>E%fO>U^Q;lgxf|Y5SGCi0sJtJZb4C
z2KJX-xljKy^ysdibW4BBX)ce~GH=<9<t-XyRCEkC=Ues&c-}qEAT2e&HE;b^>De<(
z<2N6-S*`7+R8XX3IB~B^a8ItqH_LMsXSyHmDY$)SQPw0*z1+v!XC6sm3u)81%v^rT
z*?D)9kxajvSdDvP^@<<UZVB=%J77Ee#A&8Y`{a@ib_P$dbMCvz-g7<KK{AT3rzG0*
zadp34<TGPW^>amKtNQo7yDL(f{G()Tl*R(4E^XZ{+GR=iv#vO*+r*#kKV7E59MpB{
z-=Ut8{a4!m?z8-t*8j%IDr?q^{|wuH{!3~w&77?FLnY>M(Zu<OHrH=lDr-8|qyE5!
z{|qKea+O{v9^1Q;&sM?yoE5`rwYfaYzjsY~tgI_F@87ew%a2QMy;!s3cC*yPe!s2r
zZF?VBNX<RcH_4c7YC!oH*O<Ql41cqFbGN!kw=Fq3v)Mwi*1*BKZte=^h{#s$wj1KM
zBFXcQ%_-@KUeWR8wZN(}&QhVNJ9ZcwCwzHPRNS98b+?1$+QklUcTN*J@?1@Emh#1g
zU8<cdiQ@0pPqTRc=fGMm4QA7liV5=ir=8r4HZmTy+_EH{=a|ufC&CivvYomZ&iy;l
zt@21`@{ai$MYS3KPIf2wxNa$t3plV=N`u+5q~kG*Te8n%Rb^(273<#UDm1>+yT{sR
zxO1MzanY)8-?+JpP2M;?(OMyyo_sN+ROMHwcD3gFbwb~RV|Vkt&^4ag{dd`$^S}7+
zEnzm&<^CP#vSW9v;uhx_xwjM~|1;bwy#4q7`3u=|m6TR3aS5$^VaUUEaZ!WO(hIrE
zCwMBkoZ~Bg`t{f6v-ZE`gcxp%u{%EH)As6OIG?MjBAt>_IQM`_CBr3IC86IP9or1&
zYou+-SitjmsiL#Ak;Dn+#Gc#(-<ECb%zMz*$Hu<GpgF1}fGzXl0(I3y_3NiZWaXGd
zL_1oa)|XiP3Y#jzIJIzLbnKyzejBYUtT#)%zi+qi>-=Sz7ne+WdEJ};R)Qp7qWr#|
zFZJt_-+vXobd@*goaZI$*)iO=lj4N@n5!0kOFX{u;9CcdTTxb<td$l2iS;XgS|%%W
z<7*%D*Ot)T(kI@(6?&x8aFb_^!HL67OUe|UNNseGJnY^YoFK?5e@IDUMfBlsIY)Z}
zp8Rsrj_YDLJ=uBt^t^}ir^<QU`|6qf|D9;pDHMx%^6y1awp$m&87b8rxrZ!_Uq9&z
zxuo1(KJC=(4)v`1udl(uqbu{YC*{|SgUkLiBp-4!JKFPHF5va+sE`1*#EZHe3dh;_
z^HqZWGbB6CdDCvU&jXZ3Y+iO9SZy^`nboWCXWFci3<-uXA$Ff579cr;jBSrCJlv`t
z3Hrq<Y5Zrn`ZJ@jXH7y_uLvV^WVAKgq<iWGhC3$+d*$kOO*Q+NtFDqGGe2rp7sHxe
zrIX$rU1D!|@+YguwhPL65z1l5j0BjwrgbrNMTmKv;?b*a45)4S&u~8QKSRxbhOe)l
ziZJ@WQU6!f|NHrWhV||@{QrEF|9<{IL)^MR2a$h=>YuOp&#<rl*OyUELp~tF-Xwgg
zIX}Cs@V4BRttRqE9fU5r5;gG4ICssfpv<xj-m;rxB=Z(FteRjTd+7NjtF)cB{X4?C
zmqf*6O`9Bb$DhYYYg%Veyn(sKSv3Y}i9b*M*jKKbAKZ58(N*RB79D2=gH%%N5(<J@
zJuL5bo!fTdi>$NXrg_(da*qh=ZrSLqWOQt&=GI0YyN}OTvNSu0@E?)Yi2l3y#IE0V
zH~QzC6<YR_Pt@GFah}BUcMtu~o;dyN<I=VJ=JKuixcTLE_0ugYdm~eV9v<Fp(J!yT
z<y=&iB9I;YPjIjHo3|X>64pMQbSRyF%I_t1Zx8g$b3A$StW`e$%j;r-k)AU5T%xzV
z-8nVp-MKeA63)(<^JLD~1zf+@cZhrK+uZvwGihhz-7o{2W0TLcnFLN^SIc|C_=+vt
z&R^yr&vmv~tG5c<dn9MfIN0ZJax8RT?E;?kva-i}bML;WDt%L^^6kJH!=HgUWzJIX
z+@!rGHc6Q%^f?B0t^Loyv26m=+oqHRj(gLCR?pe@XBzLM+dEHMKIwTdi=p^O6XWvC
z?}gF+1-F`6w>K$EmRU!hx89bZwej4W!h@EQ>leQMoLx2d{&dE!LmEjLXF8ZSZ#a39
zudr{%?JIIwuQRNQGrxUP68FfRU!!I@S5|sLgoWa!ax=fmJH>Nm%{uJ8>9WAmIZUD&
zoeiE3-Ne^#Wr$hSrNIEhOX_#r_lk1=-TP$$*X;Hci;I5spWE5Fe$Cs{%8_f&9@KlY
zYW8gDKI7vx$@9IWelh(PcTJr5eU<`)<?(B4S1iw-xzcy_?T`N%8cKdozfxC{7a#cZ
zy3X_uTUN_|)3lx~y=MW#%hzB3@>=RI$PA2jONmLHafHvprtn;a{9OH#^7*OX|1%u0
zsy+S6-pX8m#h=%c#Lqa$-&nz4l=L9k^6i&jPcGzd+rjSLJG~+(?8c`(PuuG+^_S?|
zoqqqHp`mm)+(vcT57jFatwJ>7t(%WF-=BEg|KqZ)zZWEwMBLogw4=M{@kAtTlRP)6
z7nq9%IrS~SwW)1wm7w#>OO*|e{P+y}7BhVRbuH=6yM~>Y7rF&FYi?Ip?@7Kr|H74v
zccXm;HJ2aSwEDrZ7mV8T_pljv*<RT5TYvvQ29@c7ajIYMPT3x=!#+(wVA`wVsR8bB
zY!RP|ZxlvNyEWx=EXR_K(^M?~K9;lM&pP<KTBGL0i=zdM5f*mKUk16C_^fL8?r2M3
z=HOsRUitX?m&JFv&u{wupW%UQ*we4_bET(WsVhCH`|%#*#R*RyJd&HQX*X}jlD?m_
zJPv0Ht}^o$=KSgK_HVtHt^n9MjMqVNaB*j?`}3F$S8{I_?J`bRS6q0UdB5MkDf@4k
z-JV*%G3NOt!Q+xh7P-MKI$gU}a&lhZ3Mq&EHVzZ4=h<^r-8nYXICJ9mQ%iITo=?86
zehVG}CAZ-bV4H0sE}T=Vn-n7#XBd{=cgrI3@rJH&<`%96^Urs|oVJO>mREFol3;%S
zbgrW_8dC$<E$ybR^jyuSyLCmof=ua}l&hwqC6Og3rOQuGWnrkE{5Co?>S@!a6ei2p
z9*gC)yJwiH&*HUvXm`nBCfD4?cInT3ODpUh!&9#61wA;nE9Ko{dyAI`e}(KzsxPhA
zYKbwN<zjX_(EYTUoAig*4q`d^YP;?}kMhiKFx<cYWw@sJyZ)uRkij(Apc;*7Q4{&2
z0aq^6i!yi<F~$rUhh_`gzsziPB9Eu&p7o+vgj?sgTC0TFJb3Ux?&=Bi!>4y_`E8*q
zcTQiAJ9SqtL+H*)_Qr*|7dP0~2t@j8S;)FC3UrW>UEjb_9lp=odNTLHGm9$)7wsrv
z&ye`paEw8rL{@vnhrhkorZ0}lysjjqyTD`W<D&9}gdPC{c8S+N!j@vMGD2m8{zTm7
z?R<9UOwA5Ob~g9pFW7^s8M2Pvy<%pzDdvvdiN%u1*FP}tv}IWH*X~+o%H)uJzT1Nq
zMm)0lJI`)+{XH8oyB)F&3%Jbe<oj-!SL&%|&zyZ`?v)0~{sqSwN|-OLtxt9T&tNYu
z|NX*$2Cn_C;l|20k1YH<RsPSPnELz9e>DD`>i<`#Xa9cTKhe4_%Nf-cQ|vb_{?9PK
zyZ`r#`d0ayf&UrKA3gr}i~XVX7u}8d(}itb7HXW1Imf=6|HHCgt2=YJcXs|~sHty_
z-c{St{&)S0tVwshoPVwmVgFfh^ThcmkdaeUqoYgDd@o+Wy<=lygK@uC+F$#Ez<SLz
zh6V|l=gYI^MYHU%n5z5q_VIJZ{g-BxyhslI-5t0k??Al&q3Oo*N{YfSk4Y>w|EzU-
z!py{zUtao6inY?T*=fot`ngA(`B(6*Lw9c~RlMb9@LI^MAh$zerL@0${ygiXBjqyx
z8T6|xXA~(k-MjTP$YZ@)#f`rY9?PFvQ=fkOKg0Pa`@i4%&(P|!VRi}&$5qkBTl1Fu
zwS5)3Ys#5dr&tnr*Us~Nf7C8b&!Zm^N+Ku$x>Nkul3&3uo+Z9{6o5<3epi_@wsX9Y
zgR=k4ivJAHA3gr}Oa5W_i^VhBH+P2JI%b_I<yt9wBU!KbsQ<HLRwwq)wcB*|%&Lo8
z8XCoW-aV-knZ56+%A`%YF?ZHDmwgi8d0J3?RdTDeq&cVFha`){i4*FzO1i&IRrs0e
zspULxE5oG)J@3T6b=8*rXZX63N9@_rCmP$0gg5M~ILN&6rNi#aJx+lYJ}HmO-0Y`@
z@47rYSweN|)|-c?_ZS)2_WRkjgfQLvbxFo<W@@o`P;QK-{Ri;_{~3<=GUVKTHEp|&
z5ch`Xl8heb?6vkxR&>>Q#VLEXI3Parqlfv=u%LMiJ9>`zZ%|42$8v4Ku9B8Y#+08M
zzwbD{E`vEVG9ooXe&Nzp-_AcXmfGmRDiTN^?92W!#FUiw8_vo701t*q1?<7DNq0A1
zTQBd|F@M9M!b*kz4Aa`zPvQU9`u2En1Je!JqL2D_>W}PWJG)5!XV(4CSAN%*|NHgj
z*wVX4%%)9_iSgR#EG1T6+_0eBRBJ^j*8&DM2HDl~Ki>b-@oWFz>iN&K()A*?<+d+b
zb*<I>>eBC<w*OK4C;6XY!P)K4>JRn*@cm=_pTTi<{+a&_t)Uw)<pujSd8~b-!q-)H
zk|Bv*;<(?{l$YCgpELQZ%~F3}rsw1P<Mr`}7FLI?Fa29{Ze^{TQQ^~h^RoXlOceho
zT+j2L;X>N&&-M@9kuBMxa9OvD-|o;Evx{>#tTVp1^xv7w{~4YiyZ!Ia`X7N=d#``}
ztUjCh&*tCP|1&71)*s4$IR6*V?Yi_o8vhwu?jN@QBDw9)`5$5HzopIp&tPYE|NGPW
zL;Y{g+W)J`-T(g7e}-1E)pu*}e{hDIkz(I#qp$SvYj=>{vQ2tl-}AYBig~%~>y~0O
zZ)a^|SH)kY!SCz^ve%)w<L}Jn{~6BrZvXo;{==fH)$4cv<0ww3pH^S>pW%t0Xif0K
z`_nSN8fPmgY+?`EDU)Kx=l=SQR<v*R;caz^{ZXEhm($;?urq&JcPv-jdq?Nu>Hb?&
zZ1*hvSG(Hyx5CSs!>N1=Gwh$vKDMtW`R_Cvi*FWo&*rWwkH3Cqs*dd4$NGEgKdI>+
z@7QBrsy<U~tw6#;$H>ASnSV7`^WWz4=7#>eo4dNt=HLFMWoCshu78}qee2fT<$P@d
zYuYbP>1lqGbsjlvrmp%PU;amE=LY-J_J26*KdGyxKg#F3tv;o6#uK-k$vU%peQIJK
zUcDABwRU%uCnNha3->UIKZoUiKigH09IR>Cvr2o!4DYR-yW_XYN#jSV@@fS?AOBw3
z|IqKM_4?P()OEx?PQQ=;({b=|Jx^ofnyAOG>JLpvP6ko)Z_cX!^W%2?{iXjIxZ;rw
z*A9KR@BI(uX9xZ>==}TopW(#J_z$yxr2lI+yFc?k1DE|n^AG3$vgPhK{wKN`IcgUF
zHunF|Fkd?V_ow|2UBNyTptd3Q$S&#rC-k24Kf{Hn>;Hb4ZYSO;bGAP3s<G76l-tOp
zk#KP0&U3a$lj2_eGO8@To!zZ>jOT+%m-!0I0~QDD<Cn{3U$ozB@}J@7$8G-^_G|wW
zsZY!N&+z$i?tg~5@IM+`<6gh}&(I`uL;mUfd;5P1PplWKsC#wyny;U#XW5)Qt;5To
zURpIb`LOkAy{+4Ar{%GhT))L5c>dd4yK^_rv8ilN37EWox&PF?(jRO}HYbZsUJ?Cs
z!;RZLvg`Vp+IrhV6Z?3rLtb3}`dK8kY1_u>U>lmFK3w5j`*-^@#yM*y=kd-D?8`co
zRmXL6pRJ#?r@!jjr5QiJGe5QOFunet0mZGzc`69%aJwA-Pv_sq|LHurylcyAoxih>
z?5e#~U-pt~<9~+61;_tc2fKchcj4dkE~We5ELVl8_CDtStYgiQ(==*+UwOAa-q12(
zms>n2clu0x+|O&&_V31ahF?$W4ZZ&}aPDube_@>abN+|5oLg+w9+sV67P;elYmvRz
zf*Q?KLEV)1dG)(aZC3mvBgB58D;Ml}HK9YbE5ONlK63OUB}9?hrgyjhrcGWJx8R>f
zfYX15@26Abf4>O&yWXX{`>th<fBn{|*1-P^%nZw4dx1+3&KhWx2_hSVRKjVyY0K(W
z9GP(I=85*jDp`(yTs@If7<xJ6vmT|qmPdBzRpgKl95n@2l8lB6ynY`|FVOmYG#_Da
z=ZuES2o0C4j9c%fuaRt<Tg!X0pY@QrvaM!4a)U&)dC_4Jd7;vlHj`ev!<@Ie7+%$C
zTKeh6-I^{H5w+#n%a!V)wNcq6yY-%@yNZMzp95YGMPTSg^uW<aXPtd`%U79PUUJd+
z_E8a!59hoWEo|~QnY*KK!h?<H93HdpTUU11M(VrK@%+DSm+wB)6fzdf++K6kL$>%z
z-`@;o$v>6FqL*fx+?+DyQ|rdAm@Ug(0}lMGOS`+=zS!<+oxDWsz39`b>!z$o=#e~n
z<(W|5xfctx6;$&2ZQfcaGtARESkGBmc<U(NOq(E|+?k0HcLO(En(*WIo@3GT9-HP#
z=kt12=duW9`j+x2F6d=Ry=1pwh0NQZo$Sl)zA$?E3&%$NNcY$`>6+&I{6zPR!26P)
zzHej<oYBAN<2(<UORwy7f6H|)do|&P&4znU>bYkQxXfm*IU2h0`btLkGMUih&4-Ix
zE~WVD9-U`)%Y0hRgu1{_^?c=wm*+g*tNNr)s$%UM{kAE|t&xe_XB=+{4c?(OuR&|h
zZ{~SZ7-#DDiE00yvG4G{Ya-M9x40_{1ZfJYTHf69md8(Y#-AP5z9v6jm@O9FVikI1
zqoG@7VC?>KmGd%rW(#9vTmPlSPw7c{!pr`jp(X0vvD^yxW!z~zDtkHu+W2lH?kGK7
z`qeh;NZ38uJ$w5!k}j+7x_nhskjeP=il=VuTI?)!QyAB~I%j6`PTdrJdx6Jfi@<k9
z^})dbjIN^ILHor7^iKSFJu~`rlR!aAJ$Mu<gGtu!UD`~O+hRwboZh+Qn2X>Sz1rUz
z?`j)YPb-^nBg#EDZ+Eg|<K#*HL7wkCpUiu5MJly%W9zL*o7X#M*B-fX?Ay050T#>~
zM5`LOp6@CD&!A+t{y#(9^PgQWvgaXsy4qIzS@ud^Z}`tpwe+9r&&6iEaraK$x+FO*
zcYkW{cWuj)77_<m2FGvG+I{Vz<P<Zb8w`&nEss~t_u0<B{HEpv*$d01>u)a8{Wt5w
z&wbSb(h{6I8lo9K-rgHi<|bNa{>neUQud0#S;?uPw^@w0Rms-}2H36771^C~Ph_)(
zQjlNBgD2@-)4aPmj-<X*{n>wl#dppp!=7sSQwyZ}<|KaR+0=G(&%)MC*2xyfiVS_u
zOyUi?_RaF&nag>d=0ZmsSbF+?{L%bw)w_4i(i9!h5JS7n^XkmZHdj~VD(+~n^0+M_
zP#3%WvdopXgZ|;_uQZrtD%$<|H{MFkN#Q+HWLtHmIp*@2qLce-H)^C?)>$62`uc6H
z+2!OSZnJ_SBX*JfH(&n!{F94eZDO_T15afkjn7OE=gj%Hb^q4-UG`e1y-oXEa-TeG
zJZAektikwwNp<!~vC_NwWzC$$e4@uUzBzoONo)JJ)?+h2WqnxKQnIhnzWhG}bDURg
zWqjeKZ5a#L6#HDloqBqV*6dK|&&oZzCEV=NK`myP6@hJ5O$OPfUpjT}F1z?NI!#?S
z=fMmWd&lqmyZ$L$**5D)(H(B@9kb4T`O+4A`1j(H#4pdUa54C@h0S-}E}U?l!@#TX
z>V+xEKc=dGT&uhK@5P^Cq3yrScCU;oi7bmf{-1$KT7v(m@qY%UwOI_lAo)PBhoUqX
z&DMW+f9iJi--|yhGZwJi+J9Gms&x48#h;cgY7ox)&rnhqk{kc7|J1ZDh`zAYf3wwZ
z*>5p<JMrF%!>bFXbJ@54{VToVyQJt!SBBur?-yKAOmi_jEuAw>l1)zSi}J58$`g-9
zgUwBUB~^Ud=zhem!}U^cdE8HH{bwjVUikh>sqDeYepiD2%6gfY2h81kd*{!^_E+SN
z6l5?x1G#GjShKDO!)%bd7DF7hC4dR+uHNpy7k>s_bda1}QSUv?S?gAZnr-T~WbXMZ
zos556slRz^?)E=bS=mPYKhvu@@(&p0D!(cZ+bhC2@$bUg-2V*nyR4_aSDoEC{gZX{
zr{Lh|Y^&HSizMD9N1p$)af-x~{|x)2d4GlVIu~c=Rtk2#x~KWr{-73{{KN&EW$<uY
zt^b=%qH@Eo-5YJEX_l-1{qTEA9YbJm+4a41fAPm0_|Nd$K>gp(1-wY%e)`|NE;;=-
z?{)giCh5NX&rrMUseGqs-L+5GzUiA?dZhXI-xoiLx}*kGu-Ea$2f6V$9P|}cRWLuQ
z+t~P@K~La6gK=zbQB?h(sl3Vm_9*;I+q7~|ZM|E0!auJ25B@XUUR1gz&^4=|m6*}b
zBC~&-zirnTtbNtqci+FoqJ93C$Xh{G{~5&IR43b9kBzHdlJ!sV>RXe?ykB4Ty|a*d
z^x~#gCC|Zbol4&|JD4X)%M^cRbm0Hb(3<m|^XdIpXSGBcrBAyD|6VfJQF?CElk;;I
zu>36C(v%%^{E%?;>zAwU-0!@7?zi^}p%tHf>;e^Q4mBjJznjE(tooWt)$#6o+?zEj
z;+3@&ijwlpr9=MCX)t>}$NPdD<JpXtQv3GW?Owk0O8BB{8B?rmx1DW2r4#v|p^RO}
zs$FKnzKGWjVtIe$i|v+|m-8)|ux9PEC2_$<@A;*h4(z+P@$&}FoKF?cG;IWR&qTG~
z+A5N{Ub$3XM3qTw`dNvepZgkmnjBtfZChLas3LWqcV!;y?)W{*Ir6U-g`Apt#K`c@
zah9pd4Q!kz*DrT}WVj;sp0H6|j7P76*elU(QBIFc(_&UhMqdB->zK4!gZYCGM<)EJ
z`t2{C{jGba&#^Qi59XR3=f0=eXq-R$GkD8--m}YJ1;(7N6qy*^JzrHwsQ33zmfpSF
zWghf9&Re!K^;%8*-$|+Eb1X_Mqticg8tzPacAJ4ooH_ByR6RcJWXIej-55{J-D2CP
zPq$0mbD?1)4_nwdBTh^CioOcj7tEVLbH;0Kb8F6e=j--^f2)P2NWv3Gxw;qMZG`HY
z7l<x}tV|a@U-AB*OKtqWz2`rRUbt@ic>hnqul2va+n)(5t>dgRUeEaNtM?!8&n~-i
zmu|5toow=MU4nD-`OsgX%eHUP-MNJ2@q3Bu%jNEStzRA^b}8rTB<0^NGXEKNX+^wS
zP;~Lwwll#`6ZkxST|J&seD%lESDxRp9agkCZf98aCWf!#t#5X<n!@Il77u1zfBn)g
zdjeaeB17TiTNBe`7w8m-O3Ls&zBZGkF-eBIoq1lD{h_7NwWlQfp2)c~|Iyk%|AbwL
zrQDT|<q8tq67szazTblXGuY1mB>&L;rvIOB^(X3Eoxh#575=*T?W8L8*AD!XgypV%
zj@(yZ;PCZV=&l9V^%Y$ccHFV5&HBqA5>kA}F{knQEQ<+q*d{jh{3`Zyj}(lRFfuri
zYRMA7yo!6bb@l7ArdJ}<l+Rt0e14@$zG~jY$XI7ho+T*)MH~xwJW8r>$7Wr7s$cWl
zWAP-T%}-9Px?yqmkF(bP>WSyoO?SE~l<EZ-=&*U5xA@PXaDfSBfrqcVr*fonYDogu
zra4Xg1({bE0)6>fZ!&A99(%yAY_~<H<7t!Cw##h?&+!>I{}6QGTl3f5*W7P<*riJG
z4?V7CMjY?f*?0Oc&s)s4MPmWmvbWuP7=HY0n$z<;c*U~Ki;UV*S<i_GfA8Zw@Q2a9
zmBFfulObgeSJp1Ow`<mJdGO#l`=th1_!MVQtYdW4WZzHco^1E-{rR9REhhON^RKHe
zAN?jOok-p>^;<&2wo8*0bhk(xh&f?=*GPjosq4V}V^UGIQ=+$Q=P%STY?!cv^O@(<
zrYGwJns-0Vk)P5N6koCJ+~FvzoNeEIPOD^`n_%5P&r&9ri!=Xg#DTBhOc*bOcxLCz
zyti@`I`f!UX#vmSJ6}!bvUiqruYCKk>BY_+A%+_|ztx=H=~$B+rhOvF@k!xXyV!c)
zwolKlKAU`YTTt2&AyFTNnmq39WtaHwJZE3Zka;nZ^HHthr7&~7Hj(m)s!bkuopSGf
z+SELMuEjCGr^f?>Z)R83EiC!=?egXmjs1q3+PTU$x+$<TJP=yaIPtZElt`HB`mQaj
zXFk{_Jke&U1Gh*kV}e)H@3JNbi<6S8C%q0ccvblFlc&OtiQDww#izYpy6ye33pZFE
z%(=k&i&`56pKSTh@Ka0b_}>c0KW9s~p3MBu@F~Q!|JR4+pR-Oa`}p;*<lW{U+V#!<
z8S*->U33*)d5D<am7)bpga3y2F?sEet{Fr}pIv5Ub1&$2RFuo&)8U^xPTt?nsE~Zj
zs=&x$-MLK*KD?WrTgdY<dZLP=lhB(2(UidZmon|`6CEUP)%U#pnpyHOIo<kbX~Bif
zTPFT{FSz+hYw>vrt%AdI8VdM*BQ{n9d$wM4@t$b3Y165^rFv$I6{Ne<8DraQKVRFX
z>?o7fu#t;_b;hK+C7&`FuVCpF5?emGN=vg$lePP}mN~{XZ?#OjBtzq@$S?6*DrX=0
z&tO-{vpCPs&))dwwQVyV|5iKS_MahO?*5yi`4wOCe?Pf;JS8#waouv0fAW!Blk)Zj
zdB`Owe|_uU?i`Wk84{Bh#KC${CjC$LqI<T||9+a}%k}<esF{_PR(JD1!}G~?Nxhr@
zGn`lZb2I}gW8UxfpJAUbL;BnK|0>O&Y23E|^C|yKSlh=J_rIT947TzDt3=D9itla?
zcPt-md(~|AsDbVG;q80l7x3^4zbubha!ctp$4Azm)50eyDlPguFZE=QTU}b<k88Z=
z+qdr3<33^1y?U`sz@ZN<2_5HE&#W)r${09NnqjfBOv3Y7uT68ka&2z9=Vs`o@1Ap@
z>(b9Gj@~CKbL1{gyu4DhG4=6{uht!tj{EGKsOoa#jif_)gU`agOA8B5EqQlBeVOF~
zjy1Y9eo}`l({^N6cS@$0D@JiVp0cYTvh&_fCr{npozG2Yr!TKK<*Bf3+N(#`%`P5W
z*Tv<wKb3Kl^8<s~>hGq#Ja^}@r%k@yLLTv|(mC~sJGShcCN|Cgp3TH99?cmiBrCZd
z+qL(#o&Iqwy5z{NV$WTfxerojq@{P2wr(=~)D*2e`NDIV6h<4PeQMJ~r{$)qwB4Ne
zPDtsM(@d_`?&kjtI)}`v<&AG`d}Cw3`sTgZJGYnq2|9LhP4qe=Rr%bhw=I)*)@)~I
z|9yPFZ~PCxt7$vKFRim#U95Fdt4(W}a%bf&ac2G=A-{9YN=xG<Om1zz@pdiGT5FxM
zRi9Yht(Tvkc2KeG_C^_*kFOngK1{Jw>ihL@>&&!N!@3VvHEprSr&!<asnY7neQddI
z*Uk)^Y}TWjeYP1hZ9dBEzOy{PpvabwLwUXF(uZ%0f0tc~jJp5k(vgR9V#zy;7Vb+p
zwPyL8gvQG~eHqMgU7)4cnwzYSN_*Tdbxi&u!gx4yaoB%`mT-s5DVMfJr*7=xSbxnt
z;+|_nWI@mRIh;(wO?<YSv=(mvxN+9aDKSegxvhwO$}645e4625k&1%+#6CA?)&uL>
zt{*M({$^aboFnWLb0KGRYyI7ysmC5RI430Zxi7SN#PKJ&(B^`Um51S3s{?)CEuNqF
zd}D&h2l2)`^9~d{h;F&7^vzpeaB<Wt!M~fXDtEt~&bXxf(+o2SLxnuM{eFg#7hmjC
z+OlQm&P!sS?tOYx#x>c0XQ<r)QEttor7b6#3r{{?ck9aKKgD*-ww=yh<hSYWmin~c
zjujK9KAw0`=VG5j#}kdj&pg6WQu-awt{i=O<=RKbRM9QQ$7k9V?z4R(Z4uZv^PI&3
zu35S3cFmKxx@cPU;ey}$j_)+o;_bd%a?bzk?)Mg!=L`(8r7CJ-a^7B&(4XYtnQ<pZ
z?EddFe@>;G_*rf3dGMHVRN#+KnU1|CJ$K$c<ayH(d@8ee=VJCnf`=x~Ntk$IWBz09
z?wze`q&&=f=2ad0t{8su)74MW`MjT3+-@@d6Y;D;BR;ZX<F$xOl}7|(brcroRW3Na
z?c>&qn?F0XKMVf7UD@*B<`uVo^zPAIs-kPMYmT?!)DJ5j%#OTj{8@1BGsDAjmFJ_D
zSAP^azbx)f=B(1|)3#l*5!dH_`&mrhB=6K4=I!^-RVUBdyRzcxmlb(OkImw}I&;Du
zXPKw}T>30IeH7K7POVzC!tyj9CqwPC{uO5*#tXk}T$i3bL&e+Ps_4wowO0fr<}^Ob
zdoYJ*-qopk{g0$G^7Tyew>cJ;+WhcbeoxGp<3`!$<hqBwN1m%s?)styI%Z(QtANbQ
z>z3-A^F3%#c_MV0?ds!39><^EDLOl^nnAk=vc`~E@3pJ(tH(j@fqS-2KNS(HC@5MQ
zrenNU;%oASuG5nbTr)Z-!e3i)F?!L_oc^bq4hty!toBNr-YReR_|y8rS+V(kSKpO(
z=H)!u74fL+%7Kk{MVua$89gm$xWD`OJqg>LYcx#mOS$G28l5h<{;^e2W%l>r6A`Ng
zXGXAc9o@K<o%_?10><6x52~d(9(LXO_02*k;%S9rf6iK&Wv+KW6*d*N9%rZun=*@a
z%dS6FJLeS|iR5dD-tbz|!TH!$E$?spzM_)X`T|iE`C)wzpYPo7QeCZkow=l=bF0j@
z0@-sBlbcVR_d0B)->tS~zrS%{f9l@Hkx5?`OZJrgb1OEUlP~<?jC;%j0S)Gbn?Kl1
zPhN5Rp3|ji?Wa|&T#nupP}-O@yPdHji2ans>#0}wC@y~`)$*(L?As&yMiQMp$7bBw
z7iXS($KCRlXY6r{HPvs`j|BSG@@~BHblaK3{+cTi7f)CcE$5bgTA|+fsrAP5ryND&
zUb}sCJ#+na@wc59m!;p9IT+?5&hhbQ%GuV`9yzDw3Qsm3T)@|K`@pZ*T`mis+r_@v
z%ji<rbTB06Ru|iuMP`Oq-A&DUANHC%UXja=G*nsjS|(@W%1|B22Cap&=hQwbVE9wH
zdo{o4_9?mxuZU?pHFA*qUcBn(&fAKg8`Lw-pMAz7laM^OULgAZ`L&*+tGzb)rVHIR
zDauJb@+$psO2QPw@6YqMGQ@5DFt>Hls^g|7xlN3D&+M-<Y<+wA`maFymN)BcT;;Z^
ze4gF$EOKI@B$rdpfu!9{kLNCIIH|sJUD<2Tk3n%9YnSc)t>vk(EwLbWvQcW3Q)<xR
zeBawYSaM&^4wK67x_m^Cdv#~u4E2mVvm5*;3+i%zJ(;c-`qzo)0(&mJK}y^nZ_xTX
ztT<-c{QnH9&Jq6^)^pg;T(@nfuKho+wvGQ8;solABSY@l?O$xYp`JDWL;c%}R<|@3
zZMAR$7tWvpnoPX&z3hL66aB0IGhE;KFKL$)>d54|^#}FcN*~zYTUp;(m$7qM{Ry@6
z|8}VVYtp(JdfEPoaQc6S7~%g6j-pxXtd-}jKdv9Js7rGKtYOE#;y*)0z18+m{=k19
z{*~r6Xx%%VoTs>B-z1KfpfpXjgoQCH<2c_p9sX!Ktz<v<+LPPOer25(Q8MNWF<KZX
zaq8Po4~JSlE2;9%EtXqPdn7ldv_;IFVV%#CDp{fB{(UFALQj)*PyP?bb$a^V_g-o0
zsHQn@GL}?w;hwPIO&AOF1fz;4Ne$*{n?C%ycj(gbgz0g0Ni3^2PGNarJ%5^={mppC
z(1c5SY!{y`eZF?rsZX|NCf}JVb6Wd!gP)aAoyX2|+G_EPz9tiV^%khkd>pzb`I$ob
zXP-5%Ry<y9$RP7LtG=8)@Au*RxgSOMt+=dqB1-JjOyl{wdF=6P9{guGQ2T;mubs@L
zcgk1vf-YIE?{=H?mi?S6w}5rg%Io_Wo_F<`epq_1U-Zy_hO};xK8?_Bt&XNoopb&y
z$+M6VoE*5n_33|xmU@rN$veC2=GFZ^R&Xk*qK~cOkx&1EHLuq*p7<2)onO&$?W42Q
zG3H}yH>vl`S<GZn_=Cy%2}Ab1m;Yoo&Aa;Sa_*jkayQHl8HgDkv*uwc{HnBM`>qe~
z+S<4?->f}+XYFp4JmY5*Tb*AN>|pr9v^uUL{QSi&Z>_Yax^CKP_ONU6jvOw2m3enh
z{<><N&wlrIoXP1*_G#M<&&s$;PUluOd^%(5iQ-SqTVy7%6);$HL3<LGD{}rQ7v{3m
zr(6!Qo}S*MDJpVGTze<utKFW*EN<Ov+v4@2%+7n-#^&tRM~+S{I5S(Mzi4sBSD7%m
zxeudHym^~6DY}F+JvY_rG{b~PcV}lGD{kCvDJdDpA5}O1q4tigx^|y_eY;hhq7)kO
zK#Rj8wMQ=EQ_Y=!65ki_a!dTt&$nSa@X}LflDzuKlG8?QF?zPl8xFkO@#}Kk?T6K>
zxsx+bsTxM?=$+bluFUN~wQxgq+Qx@JY83yS4lG-$oAc&vYCx*P{q&@RO-s5sRp#&E
z<6xiXxLv+^9?Ru3=7BoX3U4p-iLvaw*=b?>UH({uY2qalZqKr#naLupd-gCa?9Q>N
zEffCF!1!&|CFh6LTl%y+w!HCpWHBvh{vL%K#>ywTCnR23tcp|m5S=}1%Jzv_Y*)5u
zb%`1U`QFH6Jb%wntp7#E<b#g$ek?tbp{Jbjm`VSu!|7){#kU#iL>QCmf4HPx)qDHA
z+qd%Q?%B%{W(TreNqD}%Ld){)ajy*~_1t%FyGm@ntk$|ofT2hJ48z3tJ2Za1m228m
z|B!1}<l4FUYYS5h^Jf=NKXO{*GvE8!3uTfg@4mHQ*N@u5f`yN-hH>}o`8`Q~s-DgB
zsj_YrT&hzG?-)GqVtAvgzjob|SsF5i?Rf<iTBo=+*k0-Tx8PUks$-YFEKXj1&u3y~
z*y`-u)V!JJf^^^R{?DNF_CG^It#%sxj2g?m<wq~PkeU*<-R#JcHsxpU4}_!@ysLOI
zJ7oU%qiOsyaawU6yZk=07{z*uY**w7T)KD5n#CMN_g~8L7gRD!yk58Ewf398>(1SK
zY`DjMZ)g0In!GsoyVh>*&W$fUe&zP`8}FUE+2qt|O+!s1Hm)_&eU2Or&sT)XwlWlb
zk2BcQ9pvV%@$bml!hC_x`zq7=9$BzG-2No?O(pBTI1gEkogbgyP|wc3Yo7Abe9FC;
z-<P?ZeGYc@wDe9r=Wx#BvE;hmFScslo$utmH)XC9S#rsQE6Ua4L~@_wffII3Q%hns
zb1&V=+?FH~9@>8*c9ncPL-LQ^zrHWvl5*Rsx42#+<C|l7%Jc$F%T(!(=Z#lHEZ&s!
zTzebZ?%%|HGw*`D;Uf=+2Q029xfYa2Ce{CST8ny6NZ`3=+LbB{LaQRuZ-h*hJtV2S
z)b;614*8e>cB|6cC*D4qRlV0vP^ro0#EDnNeQ{e%=9XRhcTMU0wzh{SV<(=lv^>tN
za^12rznVMq<H=;LsjS6&`8?vkuiCox?Im|6ZkNAz5B$EI@bz2ppVt$^rle+0%{#s@
zFvR4o<NLUjNsPirw_DU6c>Y0dYTd5M`&LX?)TP-#&M{Bns>}Z~oD8^T|N0RBv+T9&
zy#4<(Oj@|6{(6i2nQNiu{p(+xdn11^`j7nY62EO-8f*OoK!bvm;C0o<>pv;K`p@w7
zUHy!8ZKxI9=G7m(FV3yt|Gp~zQT!~u%=w=<H~(i?$N8UOLD$yMlJh@VZvJPu&hnq(
zf@{?3z7x+^e>{CfV^LQMY<(`{EBkx$=hj|zzEZ!(es1&vCQ9pJxc=;2$6D_;t?HTN
z#~?bV#(fcY>vpTX9W$?NT0U>5LiuY4sghu&S(=X`6DO+l?hJRHP%l->kWw*;Bjw`q
zSx$iqgH9?GE#>!lwnO6a#_d!8GdxNxo;qQJU1s9f7mn-xGaUKP@JToRKf`tXSK4#(
zchyZj+%t8So?3r%TxQ!soqnB(GeeUnxgLAKexd4mV1%9Ue})M@^S|ERKVj{w*ULXB
z#XWQt3GE<evo^XK?MavaGdx+5E&uf)`)AW@*HMy#*6icgzoeJ(KUn*Z|L-pKXjhT2
z<s3w%vIuiI?akXRx88Ov@Sknt%fY?ZNAdLJbA}z~_$u%0+p7D%Q#VI-d!NU$WSdN-
zx6BQnj!T@k+r<2Zt-&l~P4#}Eh=|v`%VX@P1+mWajBE(yxgA>dWRl|pe*dV=xocle
zpKf?NI{u)^CD-R#ZVx+sChqRL$x_FDsX_l@r23Ix5`B?;tFt#LG0!(B@Xlqv|BSWb
z{qd-2w$+}q%Gzw5?k)-A2(kEmwCVBvXNt9*$D<f7F4`1-WL8L!kLsRQAvMlDCzcqe
z9t>bS=RWP`<BeY|W^TQ!8eVuMw{YWqyNur}7>mC!PMM#i!R*wvymWQuH*>@2*f?jN
zOOKPR8T|a%FRL`z`iqKnuW?=%vGwVmya_+oONlG%iEiB8e8A%US%!>@(2aTFNF(Lp
z&N1Kn{xdvrzxtoy^_~9=hLKl)sJ=M2hyC|e{g3)*#Z6FB{;FN+f0}asGrVr9f1$KC
z6gn_266k6KOYaO{<=^u^4|}x`k{>Q$ZPvPy-YjOdjj+6wcO-@V)9g%T1)1>n*!dF6
z`%8Wt{WsxychWI)vv&fD#~h_Q&sN`FbfTwk;nX$`<tFXEt0mqN`tO!X`91yAcD#@G
z#sSMGC2O*lXD?jzyroq7_~o^_`it7neY&w_!_LD3esw_>f6kVydo5+W@z4sD`B|T?
zZtC*Paf;j%@W#5cXIaJ9)#kHm*Mt>Y9X}C#Wpad0P}i1ei=Ue9iC%g8m7UC7-LxI&
z?%u9DYaqn$(_lZh@Y}E4rw6uIEG+X(;ovaReBIZp|5<b;Q?$mXwPyr3-+Ij0)KsLM
z?zDN&ynCk{b34LnpZObl97ukVwcu)cS<mw`vz}V<a^3QdwhZzvW_#(aC1fEX*K%#C
zNO(|Kn1;rpt^`=SniN_TWgzx-HcB>}>ihWhFXP?pAHx1Ku>ZR&ymnESc5n-N*2Ts@
zH2JXD<g8o0cQ&0kUCr#0D8b0RYE2LSYMsLV+~rrU=KpYcIzK!9Rd1n+H%q~$Ljqdv
zS|?AO*EuR8eBg0|Hrs8lYipnFoyTb^@x1ZfEt?feLDzF$SjrnsQFu@_?{RNF&&fw>
z*WS6U`CMt8daqYZF#e2O+_A^XX?5=^jy>WJ;EnZm5Wm&1zwgE2f+l&5DR)*~+&s_C
z%~43e&3z-=WakfGs!Y#bd0lk*bkX9ost!N@oJ>tJydXAn#~X&%F^l~lU6ffN_2>Av
zDaPkM3LG@lb2_#v+Ir6dFYzFLiJz->yFYs2e8%poa7<3-vp$BDO4dDzcA@9&5^f$p
zy@TgLT7&tP{|p>45^t7VS?@UQT+juTzy{HpkD4scpQ$JDd~C3uGpodoWozqtuDb%N
zo?&c)ydO57P~qJ%dD5CyZVWO!?<`Db*UIfJO)nL_dA0Z6(=_jlDNagZy^X=m(=75B
z)vX&Ji=24+v2f?^&r9|Q{_K6Wrl4rz--QOrDhcz|>$!LQdf33i?3d3Nb>f02?@giT
z<06^Q)V^AaUYT}~W%8amPl~KRY4RVwEnLXb^e$n7bkW9^07I$DJOc)aiJ~G6hM#(Z
zbst{U-NW-b@A}19>6dqm5AI49j<rsmlF+kIQp=p7xaVU?(DS3_;<t(<zG|o1dHF>1
zaT!f`KT&Fh!o=&(PW)bw)?gJIet7?_@XbEkb9u@Gj^~$3^ca@(-n^oD{#0E#%jbh{
z+_K&MHpLnp%x!7C8hN`=;`f>8U)T97&3jcgx22nl{WNk{auoZ<*U`0xf&FQ@&<6FM
z%E|+0ORDC455FgRC9zFxazK~9=7l31nPsbGm?yZOeW$^^V9`b!-CWycGmCl8&ws}2
z^tOHOmDPT4TI3$A4F2&?bUS3@Oz}PI{|po5!~Zj^FaC41#1whbaBh54T+izR^?QT<
zGYI{;SnTtkVS?}czXkq(SwdH>M(*9ll)2l+_r)!A6$w^=rGIEIc9q=XzYqVsx=Xzc
zekYSZCsv$1P^vxO=kkjMd}Z;xF`goU>z1s3nw)9&^KJk85dDYIJ4IH%TDj%x(e?is
zQe$03XD{~My~TR7(s}3T>dl2F6VH_8a4B-J+XqLTTGb^Qq9My5v2@W|m8lb&x-^!N
zT`JRNK!PvuPxZ2+CD$%F7Hm?mZex6!YItIAr3TyQe<vl*dd<_<t<Fv=nZ0z+&Wuwo
zDg7OHRSKTGJMc)7QMSmsc~)EWea_qQzD3{ezcf6rvis<g_A?W^Zl4H#dU(zh=k2zx
zzRT9PJ=nfu@0M-T%r5uOR65PGC}Z0(2gaDZ+Z$(SFw4vdV0_pwR-gC7wsiewZ{?#o
z>$RNbn@s9Bylav0yyeWc70L=t+5Z_16$-oOo0P3rpAn_6WbT%%IE!QYvpZ&=Elwox
z$IXyl_xx~FO5qKiLY?qyADxt4(mj<<9hR_lx4!CV>+mH`T6TTg<-lk`vDaI6-kizP
zcPwDz`O|ZrGimgB{$sFCYS8@8a47fLPt9+VZ&M}(bU(|PV0LrQO!iZE5_ie_72aAH
z-(mLc+k~xmSMO=Ne6E;zaq7{HJG8f3#;n>Py`jh|dDiuPTR*&Qxxjs5Ve8b?9d1QV
zE5e1Wg)h_`F*i9~&;O(7l|`&hQ)iN{jFIs|u8TiYex~#;S$NBj@#_Mv!$;p{tA2VF
zX5^GSb#a@i)|m)LktQX_gJni$hR09;ynXeLtJ>t%u36W7O@f@3dKvJfW(JwYc^o+1
zGi%a!pUe7s3cD*GL?rGJFDhE%X|=#rwclw0-@NAgW~SD>MxP$ZZ+G117UohvgMpF%
zqzsQ}5a$br<0g!L^@84iyYzG4%s99G;?2`6J$7!!YkW^w*jFq3?)fe{Is5T_ZNDyG
zuR|d_W;(XGh3DLyu*_X$g~WN=y+77X($)8w?j=^}(w`Q8Mmj}ZPrmN$&6By0EzcF7
zHT`3|)KkbU=Za2-kkOh03wU?rDm)Q5Y$<br<(A)~S=(mvzA5w;Iyrw*=wVHkm46)%
zzO!7tm3Qe9F|(7oxe|RU=R~UKO!6=CRGEBb)+|VO6?F&<-{QPQ&u0E-P?&B1>%shA
z9IHdaQOc7YZ~ChC%j|XP(pcsIYs*55ju2b---mx*-9^-~N3i0D9yCo_>5RwjRaD3A
z-?4Yz(=9*MG6mPhochsaGFL_L?d=1KY|l=rJl?>Nml;)hC;a-ZzC|CTXD{uu*W;Pu
z;(J5VX5;CN>dYIC%X|*X-lr_=t96>8)%Qua_)WgDgGEZA=iWbZp7VIS$hN9$yB03#
z4L;FSG2y^PW0QTkS0<XDJ3FzJ%YFG}35K2gEqb|MUUy7-r#@Ft_w2+}>!5p_%twXG
z|9w!YueNx!to`t>30L-SO`UfAZEm^h$xd&H>wjgOR_~UyFA*xRnrE@<pV(FXQtQ({
z-{l>7`*&{ETPe4TYlJ2nR($aM+0O9&0rREJC1;&OV&y~jPx{(=b#wGjLI3@y`z&?e
zo))rHNk4N~j*%zg?;C~^JB1H>>XdhGs9wpXx~1r|^wiXe+eAv=lubQx&dtH%(Z=T=
z!j{&roPGQDi<+NKlIpE9eR4KV`Frb^{NB@rJKLl!*K&NF>-GAuRqh!cp;yn|MDLm8
zz`^~@Xd2f##|J3}7B(^ok2XK}sJ7+1z+vqJlYeeFwBhf}%|&Z9Jyqi>I2M<&6*kY4
zNMKsKzv=y#=a;`l-G~*LTYg;IutV$ismA`(2UQOo2yS3F`O5UGJcoDXf|pV8w~{AB
zMoDMNh1%~u<7nJh_1H9wx9H#H19EaZCcT~Y?U}`*d6mj6tAFN1SEey~q~7v8d0yh=
z<0T)yem%DQ;aRg^?+j(n9^F#p)#%k)v|wWMiRU&_48HPSQi1zJKV8%AUN+C9w?IHN
zu&371zBltCXq}J8gH1+lS{?@yd;04#7&F$)f7AW`m&8~9-`{ipGaSqKcVgdvhK2nh
z{~7j|-T#xeeCD@5`_J6Jarj@I{-4=@db3b7@AkhFYyUGi%dPy+Q1^EKkFyCs&im|c
zKX_|N|GHPgs}6YfxoqdU)5mwC@lVH^S0_K&T2;zMNCiZ!s{8e0`seaEw|{u@_cd$f
zHi9GGT+l&Ll4;F#FQulHg$7>Pcwkk~>sc;bQMo~<Ol7_AC@_CEVXW&qx#gpK`&Z5*
zVpZ>E78<^kF)!RLe?aQ;w1@|-PiMLInXt~h@qqD_FN0mzQ{6rBh3kD@Kb)&`FIvs<
zirx}~=*chIGt+-H_E%l#_qmogMb<m=(<i%(k{>PJU+&zV{gE|;Ij`$ntk6X_^LysI
z@0~gRHEX8HX%ov&<?|yW_Wx_~Wr$uhfnfmy1M`NZ)EW9fndzX`QbC!w{oT3GyZ%L=
zm~~Tk+0+oxq$raKM|XU@+xQ@D-adm%5j%K`CwLv>-Q91|$>O3eZzj|Dqxtfz==GeL
z-@QUkmr8A%a$@5N_8D@)n(Tdz=iCfmo>+G0N4jU9M9Q?xgx_}m8MN|En5At_>lL{f
z?+urHypi36k@MryN%v2)T=dRmQ81YtvsjINx=HV`d#e;}3#=Y5ICJU8ai11JmGad_
z?{wL3#-9lgF-+R=a?5l3!0TOYuMbB_&gp)=Go>=bUCF<|ShIARfq%`0Sq=;bUNA_k
zo>-A|R(;Z=$aQ&oDQ>;brXEZS3)u01@qkQ1)#ORO4B>W0mz5{EPF<4F^Ss2+y0y3L
z>5aD!cpqQ?`RMEP4jofo=Qjb8J*_DvWvx?HBJL<pO)@Ar!~Xj6td;o>YZcd~f0FZ5
z+}-+EZxfTGjGl-62f>g(wo6#9-4E&xY^sh}Jj+6Hd(o-YCf#ZUp0~fdOIn^h#wNlL
zJN=kch`4a{iM+6kQw?o*zkBX-l(=O$`SS#OfvRGk_G48pugq#!S0}hjM_W{SCbeiN
zPm&O*HJmr+3iBZ;wYeI5CS@jvOpNs2wW|5KP8a8allK-+^0YkWFR|sG(B;n7i|>?Y
zF&&c(Joe(oi4>KT<dw=3-1rO~IOZ8&lzYXUSadJt%*tkIe%+gAvic`}+V)ku@Ax_+
zEnfX&+oIaKb8A(%-Z4I%&+|6_$wmc_B~6?RqNg_8DX{o1IZK}HW!d+Mu`cP6f>WPZ
zA4@BEtM<&|oVT%X6XQ8PchN9?wv1;Mxnl30Mdr9@O51e2<x<+U=)p>sB=;vxmF$+x
z46>rFZ}%--e*1pZzTedy*CK8-8G-J2QCbsLH+jjj{=8`${Izc#<taEU(ry>w;2yVR
zp1sxuNNzzLi=^?S8_7kF#<JaO3ODa&b!FLT%dmj$yh+#vPn&ZqMY1Aq_AxN;t+>0q
z-zNAY`_aiS<s^1)yKJ&!^Rw8WbtwxOkGWN_d|M@_`!Q|pNB$$3599e2eJ%FgOnv^n
zp;Wj3q3El9{2$6@KX|K}tCJLO+F*RPf0o-<6UMpA{+L{NyZz)U({tO4p6i<}RiF7&
z|1R@~wKx9gK77$N<BP7T*B7O$7Js#)x)@Gf*<-vY>)ZaceV28Y_HTc8K>LgG#2;bV
zKbW0nG3FNkU09lB*qz<$R^E}k?a+_oTT8wKu!Md4a4Y(Fe!h?^Pxe-2*8_nsSiPZR
zW3Yx9r8G^3x0%l`{qUcmV_j+G+?ENqPn*BrvwP9P%Wn&ID7@GGw=_lmaL-f*u9AO}
z*Z2}EQg=4^*`2Vv;jk@qSEbQ``7<QC7%Y#S-NPLA@MG$ac`4BmPnx8UHn~sBpZ|UP
z<!HSN;u7&Xa+Swr=4J6pAGMkl<@oJt+k=_8N8Vg|Ta>4&u`jBXIqT!~brNMynC|U=
zxVqQ>$fB1C`uQqlUGLOxHj2D?XTV{znkV@}-=F95{6D(iZp+^KXLfbRHxIo|CB~wo
zQ#<Q_J_<?DR9~3Ku=4Gn%r!AlQ8Bz`M>yZU(c_vu{io}lwNm^$|EMt4E57!Zv)XAK
z?WXfUCog&H4z71))^|)8nzu`wddI9XaUPqIgZj1$@88zQFL?RvmfLUc6}z|gJ<gmf
zDqE3zAi2{0pmJk>)=_`%iY{5MTQ`N`%|rraoIY!;QR4nwbIRim|Cu!sr3}y3y||})
zRd4N=A4|l}SC?mttW~*`)9OF%-Hk)f)iWO7n0LcU%D?;FR_oJZzgYq!<9sG48co*P
z9NE2QVow6k`nWy61K2z+miBs|D{0C&e>>gir0z*=tM08DqMQ%379KqCSmNB{j(NwA
zScR0&n$oT0w_5rz*SRyB&uyB#f%l9@Y0~W3vX$J8QB}wL(k|<-SMEC}-H{M^NZ`$q
zJ%N=iLg8`?-k!5~zF~9vqunoUJWOWy+L?y#_^mT(NxNM7<Y!Nd*xW3R$JE@lSirNh
zM*mU7S0;rk@3<?oHpc$E5%TxkwL6?D&wTbVJ$@$ByCCd+>z32qoa>*?I_K>&<LE|}
z9iL}R^)Wo>A3X2R*9VhhWf4d34C;a5kkTbW8RaLAG+eN-_$9U1!y&<uq4^+NgH7~-
zS$5q^eyls^9o=#Ea8qmKWm{VYw!N$NR3E?3|NiaP#7FYH?<1Kj`$ck!*1uw3zO`hZ
z?2oodH#+_}rdB4FbEUawdzzW=zx$|h$-U#1uEola_}ikTOF8+fk}l=de>}Bfzfeip
zBm>2rpYC#ZvYlbzvy|RsuN8A*sb79dnMs(|kKGPts|#*zU6WC9Tct5V-gj?tsGd#b
z!`JB?*Nb+~Yt&t0`KRnr_d*TNH+|E(p6KsWd^zpgS`~rV)A}xMty6?*KV&n?ADgGW
zn`_Oj)KvnJhmDx;_Xzm%PJ40AUT)s<<$-a9@`oCH&fD!Qxa8&Mb<9HYe3Ad_!2afM
zW*^$N?bR)5nOeCpCVjh4^4A4zlWxwN?pir@-rn^;vI8c2@A1?ZVqr++es}WRgM;q-
zqrT`G2lR(rezd1EHpro1{gvXba+U35498;(Akk)Eh{s}UFUuY7N|nuRk33It%vhL~
zI`^u-<ZGpklFtj@+!SdK|8O96=WoAxaW{Sz?%;|v-rf4XdF!siPumx+Q2x+jID3-b
zouA(WW8^0k1by;eU@xo~zu>IV{X^5uCPwH;ZR4BO%{%XRLTEC_$#zNB**umk{8I|A
zD~P3D-=m*(NPO?*DXZLDS^ZBfut`Y1AbW~E&(*PZ&5yW?dh0nh?%1)h@g3KZ6_*mj
z&nfz^l(#d!Z};V`{UNbiIc66Q7b>gnJ#=pOm6S)9-`r4tVP0FYX2l<Nn{VN_O7H%=
zt)`=U$i@80&F<Vc#V=ys9*-&R(_jw!9sFVI(yeEV*Y<RBH|uZ<Z9lt5uk0~PTU{-8
z@yWH;*>BZ8ee=*=wsqPwalKPBbR>9N{<_~)-|qY}!u~^(!*=naqm>&@eL5*<(3VoE
zDl}(OC1V?dbcM~N0@q&cL!3*pgznysUHAAI$7jAsmr0y5LjJY}hJ9A=6r>pL)EXV~
zd@}b<?yN|=KW(ZycLYx!w-K^yTk>0W`>lW1zh%^2-kv^pL;mfTyVq%DA&&F|&BhM?
zS=E(snNqcXn!HzgJS{ML+Me&V+m&H%Ph^ei!=E#we3dSC^)MyNgzhZy)yp>BGU?Er
z1FN?NC;W8ZzBGPOH{Y9Q%RZ<zTWEdoeL7wL>Dt4Mldms48|BYYQ7K_~NjEho*;su>
z;eQ6Ev$+?&PUIC;Z`QOiT;Qs-r%G+ky5)+~t}?QJS{q<spw)YCb7Hb)*P{n24e5E8
z{OlQHuG|+k>By@)r&AiKqA)?|_6pgbCb8@~^R`)AX`fg7v3u!~)Ww%djmmSGTwTup
zvki)=3Er|bVpgu!>zpnL5$g^77fP2Gnp}JI<3EFU$KA+#(lZ|jZS;)gU|`r&+%^3`
zIXCasbF)QX-*K3zy<p-dcbiAE*Hqj;EdHzd=Dp)ZHBWzvWhc$BTd<Ac_}apMvR9KY
zeyxt)uxjPpNfQ+<o$pUSzE^LN?Ygd%pd}YoHf~5MoSIO?vHUXpFh@|#lY>#F`L9Q#
zmKtkT<;%xkoO{E*Y5NcRZ!hNNiUdZ@QKYnVLYv==<wczkNDqH7eX-RC`S&6FkL)*z
zL0!bQ>g9aobpYYA6VHb~p1vZ`RpbP$70nEp@L$!w0<yLZGU*^f%Bfx9wvTp{S}xow
zRj|vV>@(}0-F$|}Dn%GCT#OT68DFvLaOiaLU0a;gPPp$>bvRxS@oaU!OvQu-zby~`
zGwj&^&_V8}qe7|agNv{CX<pGwvcDxYrCTF#o0x)p9BYpI1L?Q^0cq22JzW&B!+g4)
zUCy_28B*ctwQGJH_qnWlM`x0+A<wFfY6S<XAB6Mj_kXQi;J@K~(IrF1o(V^oCVz>!
zI@kDN@7uk1oborUT_se>=Jxz`&-KhD75@I0nK$3Q?W=8(@Q7h|;md2AvvR*#E9=-=
zyghSH>$dyHXPYj@ovu!ln8NT@Mc#mUADi}qZ6Bn!o(YfYTXpGNN3hw4j)Ui~mzGTl
z)mVG3JSw+nt>DrB42RZzcrv+iI@7lTPiv{CQ&PVFEXa1NXL)fxO`(aIGbSfld7t6s
zraRZ&T?1$5zAOASy(NFWs+;%ivVhqf88ZvdRVc2Sws_&$Wl^qsl_vV1@Sm^8#vUB|
zHtqGdPq7)>4UcrZ->w+*K&I-_Cc!f={+W2_hF!}wdfSuTlEJhgao(PZU6=kdv|PLW
zuQ6)*-{1ZJ8M@aS?AZR9JI7#U;FcLjBv?N8&v>?LKkuzuSz_J1=eAdhd|dzi?V$}4
zGKs$08)aSO47SWm6x?t{NkxeJ$d1P^j&09fr@U*s=c9ASB_$<HpWRcrsC;>=cTj2c
zWWm-Md+tRtPkgZ;bUja2*|e%X1=3dxIHI3f$~@nnRsQ0@7q7LIwfTusdk-7%+;+Q?
zuJV_`v~yL(u|p?SJ-B_9j_)uMy=AvEF~;=npIvLuTsDrF8QRjg<mM!fm%Yz_Ubu1Y
zTD+9Q<`WZd##k-Ry^~xx|8Q>PrjMy}Pn~>rxR_f}QqHBv@aye}Tj4Ev_snNKib(ie
zwrNS$kC!J86lhN0C%Uie{dc?6BR(_KjC<s3FLjv;-Z`#xTF9ea<AKrqfXu6BGNo#t
zZvDD0H*Zm!sn%PSQwMr?$gtb~UA=sn0jUMUXrX|$&|qU<s>Z%x>7oW6er(rQ8kF|)
zF8x!q#mMT^JDHU=ipn2Mk7Y&WEnMbXbX4U5Yi#385Bs;3Dd8)wgo}NQb+~Y5_T#+8
zCbO8&ncctd^0Js`635#zWzT|-4UTdh#+R1c$z8csx~tpQbCSozDSua&-RW~b<64&P
zc)8<XYsY_vb?g6`F6h|kwsFCs6%722uDcr#M^$+Jdnmgu$vZ9mnApQj;(e!&zmBb)
zHZwQjl8KVjrR2g&?vh_uPibsm6$$iVg0E*HVO=s!1_5C!wy@Hub;FRDEXK0&OoR+E
z8m$Y#H%X<9e9FZ_l!oM*SAT@Qq{lJ;eKq~Z^k?0(P?jCV8vk=NtN(h?{)=GPs>how
zU;Qci%B8VrCahD!P}Tpv{qyS50LWUT7ZkTzNG;F^sUKnm-pZGK`)`5*+`4{~*0rzy
z8I+)l`vb28m#_aRk{|y`bAnY@9!RG5^*>hzWVQt)5?)Pv;MMrby87yw{y@;RitZ~G
zD_;p<y68FamBxv$A`DxCQmVR)Y+V_2MP|w^>KRo;d=Q{EqStL!z7nnuT3hQ6U0X~3
zVoE$?qNqbf5q73+(fzEiE;>tlDo4-J;+gy-B=m>;!mEv$Nh`PiIsI8H;`N5;n~ow!
zosRQlPpO&nR`SH#D^*{=nHI^GU8`)#e3mj{r$Vy&w&Iwh^Luj?Hg4~HYs!04YUO_h
z*SZDCmzMu$XnF1TpJBeQ^M3|L`9E69QFFJOublSi&h3zUe|sx!yrn$1xUAtTIIVE-
zpxwRu^Vn;ybUxyEvddsirDWpHXv+iYjX&xZU)%7X;i1*#{m(B4{AW1e4m!N^hu@a>
zKfheD{~-9E;n4hT%kT8RIg|e9cYWb58|U1;$vIov<zMY9eQtmB_)@F$@mu$%dK_u&
zcyao2L)Aai^ZywRl`gM8zii=uhKBxsBKtqg&Ak8l<%;?T%KsT!<!;R{_;==5{rT<R
zrQSY@xTf?>ubgp<#rgW{ee)hIkyGeb5Q+Jj`uQ18LE+EBIoE`KJoXLc+E)I6uOZ6*
zM^L}a%f%L3_CH_$3(YL)ZL=QT&vWfrsBwlP=ds+r_W7qpS<mg}U3#%CQ6sR&XrraN
z?0)&rM^nsuzg#<)^Oa{}&)<ok`%f+U&(Lz*_dmn@TJQf1jM9HJzFqm<{w>Y;U+w-K
zceh<%yYAgIj-I1k?^Nb69<bZ@ch%LS-*3LXmB~Fdz<6uFpY{wi?VA2QTQ2`+(EByv
zvHZtZ{}~>-Z(DxHezW2H&u{-8yOh0A==YKCjgt5IqVue4Gv|MpbW@ZyE~(<dB*S0V
z?Ek1)<^TEpD*gw@{fD0a893{v?=Qc(RrbcQx)XQpwQRTAJ^VYf=Rd>z{C8%@JJy_D
z#B7;n?Plaw@qT_`lvDBL;^e=N-^R>GHpTlt1Lw5aJ+<?LUeEbE^*_U*{#^eZ^=ZlW
z&u{<k-Ew{HvPWVQZ}*uC9<(@{@pJ!M`@dhZC&r7v%vcz9JBZ7IA<Fzm(0_(QsmuN|
zoZq+nKSRUXe<IacwTFKjOa5oDyML!-(eE=tt&taw-7fmc@YmMWv2<P3Ew76npWX*v
zFnr#>HetR*W{*McSDX6ltN$~!DtxS)CNVL0Wy)9kl)QQ`WDi+&M_(+>+thT}@};8k
z=cU;PwsZ2`JelD4aqi+*#WDN;s6|0ShU-4)uwgK#{s)MI2;JkEB1?`enREHismH;`
zrHV8HvsXN*zYMb1`k(M#`+v2i{C`;LKP<i-{7(MnjPpOg{d>IOv&Lub{{IXu@BRNX
z%#VfSA<!|zD14*@@y6zq&8f%#86H|+{?G9IIxM%?qw$e_X3cNZZ?xk-!w<hN{~3OM
zh32S!G%g}q`VOC2d}f_Jijz?|qwXIK|3jncXEgr~&GP5jm&v;yrERExc})IU*8D%}
zRrP;<y^{aI@t@(L_e1T?tA1P$yOOkhN8io0N<AhUMNTtSJX;j1tm*3d^{?b*ch0z0
ztxK!frt8Olba}6_sOyDI1EEd@A$iFCJ2~@T&3}=>Jb(A5-P4{viFI*Wb6{12+r_4R
z``YaTw6^T3d0N(eA$nfOBtK`Kd3%lQwXXB6D_3r^5|aL-#d+bR!l!543bLH%*>9UL
z%FPzJb|xzO%2Y0`))(RO{nt0FmAA8hzy5jXBWIb!^2vQaO&;7lCvRc%=lGutrhKrJ
z`+WKD*FUe|=~^Rlg3-2n{>NVz-U+16&p2lk)BoB*_~*y}47K%EHb4F|?At%rK_zJR
zk(n{+WuJTMO1iZ+i$*#o-mtX&w}mnJeE;v)KQE{`704EUU3IMDu&A+y^7a|^$L|Eq
z6kj+Y{ld=w4Dy8zygRQdZJT{MV`&kar-R|IS?#}z<bQtO@t<K|_@At4D|4<d3hAAr
z)4=<2UB&yz?8W!g-fj<G_jpp6k_Pj_e|Osd)xNWTKlML@l>K(a{|xi1`+q;JKej>b
z;=3g!Q`2XvhH%8VR6bXm^~?6Nfa}u(haSl5OyZY(?;y+n?TP*8_l5r%YS#a_^6l50
za_gq!N>h*XFr0t=HfGPQ&>x+9W_SKMyMXt^0pUAy!p<%!I<{n!UBQAs%ja!jT>q{A
zoAj6e3{rL%{~fNI|2XDxL>zZ#oaUKqwc-vxKflW7^S!Df?<q_+4;CwBwu>&Pt-8SO
z2-9TqW~HK^dveU9h*#R%%N7<C{O(h->G|@jWNotX(Y#NUKF^h(9z3~#dtUK>hJw2N
z551q;e`kOFPvpQ&=B;|K7|Q4TXSgH3{zo8G`0kaw1?-jQ{~rAHpP|)V_w;eW+~)rE
zKZ3Uht4>bwxm})+p1+nsAXYN6LGgp}#6PS2E&ns@vN!%GI&XWL#&*@k4IU4e=egBt
zRY$kY<a^<hP;##F&w&Mu`8Rg;ajHw(YF&rg7m^rY_hE7QI?dZF81F%y<_?t$E)U$*
zAPaTSO2wQfNi%n?j=pPh_KeQVbDrn(4>jn&TU_eAtM>|{*(>u9>lJq$g!6{5z{&-d
zcSF91&JLdNpP`i@f>5?5Mt+(1zoj2IfBJjXiZGtp*UP-`vFHKIlZUq3+U{-jEnI%Q
z<oD9Hq{2SI_AlSpHFYr@YPt}8TS7>)OQ3j4&iqUBdE}g?dZaRZ{V9D}Zr;_ct_%sa
zP4?zzKBe7>F0_`uGXGg-p3b!wE2l~J-J9Vie`))Q1w3M#!y6Mb(lqwJF}HtiGV#We
zAmcU0DeLa<xT{^)#qgYMDu?~6^#2U|qW}D7`1SHq=0$JAsSD;;zH-{|<v#=C&v0i~
zhNQ!sO@>mgW*1-eWcknkSLywqq3-q{(2}2%KmRj4pR)h^+x>_7M<qssWHd3*BO9!}
knRobISls+dkAJ0k#9h#gZ}4|iZZr%>)4<?P1OIOV00`&I_5c6?

literal 0
HcmV?d00001

diff --git a/documentation/gui.md b/documentation/gui.md
index e69de29b..bcc8913f 100644
--- a/documentation/gui.md
+++ b/documentation/gui.md
@@ -0,0 +1,3 @@
+# GUI description
+![Main VUI](GUI_description_1.jpg)
+![Save Explorer](GUI_description_2.jpg)
\ No newline at end of file
diff --git a/documentation/py4j.md b/documentation/py4j.md
new file mode 100644
index 00000000..19bcf82b
--- /dev/null
+++ b/documentation/py4j.md
@@ -0,0 +1,11 @@
+# Using Py4j
+[Py4j](https://www.py4j.org/) is a Python/Java tool allowing control java code with python.
+
+Demos are available in the [py4j_demo](py4j_demo) directory.
+
+A minimalistic main is provided at `py4j.Main.java`. Please note that py4j use socket, so only one process of that main can be executed at a given time. You can have multiple amoeba on a same process, but only one GUI on the same process. If you need to launch multiple amoebas with GUI at a same time, check py4j official documentation on how to change sockets.
+
+To compile AMOEBA as an executable jar with this main, do :
+```
+mvn clean compile assembly:single -Dmain.class=py4j.Main
+```
\ No newline at end of file
diff --git a/documentation/py4j_demo/README.md b/documentation/py4j_demo/README.md
new file mode 100644
index 00000000..a4b64cc9
--- /dev/null
+++ b/documentation/py4j_demo/README.md
@@ -0,0 +1,30 @@
+# Install :
+Install python dependencies :
+```
+pip3 install requirements.txt
+```
+Optional : check [openai gym](https://gym.openai.com/) documentation for a full install.
+
+Run the setup script [setup.sh](setup.sh) (linux only)
+
+You're good to go, check that py4j is correctly working with [basic_demo.py](basic_demo.py) :
+```
+python3 basic_demo.py
+```
+You should get the classic amoeba's GUI, and random context appearing.
+
+Then you can look at some actual learning, inside [learn_gym.py](learn_gym.py).
+
+
+# Optional : Ros2Learn
+[Ros2Learn](https://github.com/AcutronicRobotics/ros2learn) provide some tools for machine learning on robots, using Ros2, openAI gym, and gazebo. 
+
+Install Ros2 and Ros2learn, follow Ros2Learn instruction. Make sure your version of gazebo is at least 9.9.
+
+In your python script, import gym_gazebo2. Before running your python code make sure that you properly loaded Ros2 and Ros2learn environment using their provision scripts.
+
+You can now use gym environment provided by Ros2learn as regular gym environment.
+```Python
+env = gym.make('MARA-v0')
+```
+
diff --git a/documentation/py4j_demo/learn_gym.py b/documentation/py4j_demo/learn_gym.py
index d21dcae6..ffc206c3 100644
--- a/documentation/py4j_demo/learn_gym.py
+++ b/documentation/py4j_demo/learn_gym.py
@@ -1,6 +1,6 @@
 import os
 import gym
-import gym_gazebo2
+#import gym_gazebo2
 import subprocess
 import time
 import math
diff --git a/documentation/save_system.md b/documentation/save_system.md
new file mode 100644
index 00000000..4219c489
--- /dev/null
+++ b/documentation/save_system.md
@@ -0,0 +1,54 @@
+#The Save System
+The save system is composed of two main elements, and some GUI elements :
+
+## The Backup System :
+Found in `kernel.backup`.
+
+A backup system is an object responsible for reading/writing the state of amoeba from/to a file. It implement the interface `IBackupSystem`. The implementation provided is `BackupSystem` and use xml to store data.
+
+Usage :
+```Java
+AMOEBA amoeba = new AMOEBA()
+IBackupSystem backupSystem = new BackupSystem(amoeba);
+backupSystem.load(new File("path/to/a/save.xml"));
+// do some learning with the amoeba ...
+backupSystem.save(new File("path/to/a/new/file.xml"))
+```
+
+## The Save Helper :
+Found in `kernel.backup`.
+
+A save helper is an object that provide additional functionality over a BackupSystem for the user or other components. Most importantly it :
+- Create a temporary directory for saves
+- Allow automatic saving during amoeba execution
+- Add the options to save/load on the GUI
+- Add functionality used by the SaveExplorer.
+
+See `ISaveHelper` for more.
+
+Two implementation are provided : the fully functioning `SaveHelperImpl` and `SaveHelperDummy` that do nothing. The dummy is used to deactivate ALL automatic saving, giving a HUGE performance boost.
+
+Each amoeba has a save helper, available with `amoeba.saver`
+```Java
+AMOEBA amoeba = new AMOEBA();
+// This constructor initialize the amoeba's saver with a dummy, meaning :
+amoeba.saver.save("this_does_not_save");
+// will do nothing
+
+// or ...
+AMOEBA amoeba = new AMOEBA("path/to/save.xml", null);
+// This constructor create and use a SaveHelperImpl to initilize the amoeba
+amoeba.saver.save("a/valid/path/save.xml");
+// will create a save, and
+amoeba.saver.autosave();
+// will create a save in the temporary directory creates by the save helper, located in 
+System.out.println(SaveHelperImpl.dir)
+```
+If amoeba crash, the save files will not be automatically deleted, you may have to manually clean the save directory.  
+
+## The Save Explorer
+Found in `gui.saveExplorer`.
+
+The save explorer read saves from an amoeba's SaveHelper and offer some graphical tool, most importantly the ability to preview a save and quickly cycle trough saves. Allowing to visually play back the execution of an amoeba.
+
+See the [GUI description](gui.md) for more detail on the GUI.
diff --git a/documentation/usage.md b/documentation/usage.md
index 352759c9..b7235148 100644
--- a/documentation/usage.md
+++ b/documentation/usage.md
@@ -16,7 +16,7 @@ Depending on your problem, determine what AMOEBA should learn, and from what. Bu
 A config file is a xml file used to initialize your amoeba. Most importantly it contain the list of percepts.
 
 You can use `utils/genFiles.py` to generate your xml file based on a list of percept. `python genFiles.py MySystem false px py` will create `MySystem.xml` (and `MySystem.msg`, but ignore it if you don't use [AMOEBA and ROS](rosbridge.md)) containing something looking like the following example :
-
+(if you don't want to use python, a java class doing the same job is available at `utils.XmlConfigGenerator`)
 ```xml
 <?xml version="1.0" encoding="UTF-8"?>
 <System>
@@ -144,6 +144,6 @@ public static void main(String[] args) {
     }
 }
 ```
-We can ask amoeba how well it performed on the last prediction with `amoeba.getHeads().get(0).getCriticity()`.
+We can ask amoeba how well it performed on the last prediction with `amoeba.getHeadAgent().getCriticity()`.
 
 For more example on how to use amoeba, check `AdvancedMain.java`, `MinimalMain.java`, and `Main.java` in the `experiments` package.
\ No newline at end of file
-- 
GitLab