From 4fc3d83d09f40ebc7daf00ddf37457ae70d97cc6 Mon Sep 17 00:00:00 2001
From: Tiago Freitas Pereira <tiagofrepereira@gmail.com>
Date: Tue, 7 Feb 2017 09:19:14 +0100
Subject: [PATCH] Changed the referece files for PLDA

---
 bob/bio/base/test/data/plda_enroller.hdf5 | Bin 34248 -> 34248 bytes
 bob/bio/base/test/data/plda_model.hdf5    | Bin 5280 -> 5280 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/bob/bio/base/test/data/plda_enroller.hdf5 b/bob/bio/base/test/data/plda_enroller.hdf5
index c242d7151b2b01a09bfd38940b4387c41af945b1..aa29b85f93e82c1926307f10bbed0e9f4b331dcb 100644
GIT binary patch
delta 18186
zcmXVYc{r5+_dZHRR3t6$L?I$YMI{_dDTVAwh)N_Rd&nUBzVG|KjxlD&?pU%#NLr93
z6eUqfLj30XeZF&Db3HT9%pcFZp4U0&KKFf}=?G@(2xcO2ZQESrm8c)R;O$qDwvBTe
zVI9Q^qfb`D`-5AuAEac!pXC}qVYX6y%*4TLmT3ZKQ=*ys^8)at(xC&hd3iXZ;(V#h
zIT)&T2)?~L9SH=%$d{)Fqmb|CjxHXgK#Ekh=GCJV@X`^zSDEUG_cNy^ri+4ctJtT9
z*NVxQ{!8%E_~slqX#MrZkD(9(`bJJB8{Dx3=C}Djd=2xl=7v*h&O{CtNEW!?5THO)
zhknt{;Ft0btTG>r-sqM$WV-sK`E!>%SFXfV<;5;}ElI1l85~{m<5f=v1t~A&wVy1B
zZMeUX?-?Eoo-XW^H?!Nlvg358{1mU8e#om1d4~Uc><xXju(82E4>cAY<`N$_HPrpz
z5&iP$AIt+I{fk`m=ga6<9LfKG)hcW`4>JC5{UUa+{qIx+SKX%nz0%m%x0R4roK)-=
zm;t1>lUw?(lJV_F5Bpo;2*!p(NneJk$gnJ(JyTZ?GhCp))%pqAa9PUmoAm;X<1o9o
zX)KDfKR23miiP(F))jvqa0SxEHf6WJaX51(#m}dnj0~=`)LXqJun@VW;pXvJEb4AD
zH>j<L_ww=*5*A?uV3_%K&caIoIrrCnlWu8%7+3Y|tEM%$J>fp9<8=hpA8W}h&uO4<
zef>@)R3V9-E9T?jNRWBk>z8?p45Y5BiElLg(S73XawrDi`>TebM;BW_S$YnJ?<7Km
z%j_Ta$YcyXZ6W{3Jp^=ICEni{F2)?;7QfTC2~-#`En+xiRfpXx|NeZIO2n*N`;Ob{
zQL!p$(yc<P3eL?GbR6$$0u8GkUG|Vh*tT$XdvP%l4SxJ(4e}`hm(aI292E<2{K;Ty
z$@5&04-5?}{}hgSm3@8pi(=r!^K#o5{uXc@y(c5CUk}f9ZrLbH7U2DSkFXU2r2zD}
zbv88WQ!!h}$;^5&1{rw&TOy3zK#g~oS_HoPW8L-h6#*vMsH!rlS=yh28Fi62k3~k|
zJxMcKbRh}l_auF1-02A@DWtY-fePWZl|1pmRghtRu9A(HzQZlt-w}B#kiAEA>%F!{
z6ufmpYO_lN{A|^{M2Kjshp>jtLAeHnkfG;xLoFc-x20$#d@wG+R!$a;w{-#7dTraf
z(`#Go_F))5$VJA4mmXL1*Yn_)im5Z}M;i=CC`?f4%|PYamGt$+Y*2qqDmpA&gWTHn
zua9aaqy5(EE2b@#Aot1Pk#wgYaGel-lTsaoMVkBsms9)GK%RNy+Ol5>mT<=>rc!h8
z&e)V%Y*iclOx*PQMr|$Tlylz?)$_#2uU(^|Gc;foc$X;BM#FLG_lb(WsUSRLa`wop
z06Zmh=weQ#Czw3F>Hn%G3&(lqI%KCEks&i-pKa|^u>ASdh)s)vR`njEzM)z0Iff9@
ztgzk*5z60JRSc5R&qF0L?F12bz1UVavZoBg!-nlV(+h!N5k%N+ji4jB@&5h35?pAf
zEuAn;gZrG)9T(fmA%DWcq-Refbep8x&BxY41`~f`S9>f>wVRd9TbF{UQvZ5)Wea4K
zzq{j+l!Cp3vchr?$dEuF-o5bbP!b%Li2DAs3Q_)Ou=DZXnRs#VZ)svO0y(+K+gZ#X
z<U?01R!nYT|A$M0m5HSgQ#$)Z`*8^V>n->FVGxSqW?YW^N0WdrqoCXOempKDJ__$Y
zPJqLHy*`aw8qt$<j{AmeBt)Jsb4V}hKvgm2)9=&^kYF+S{l#|eYE(9N-4VH^38Zvr
zi|1F!u+MGcoKR6D8a%hzAs^TTy9&#NZv=!u#+19cBV!~m&sP}Ds30;`E~qUGd4Yz-
zok68dv9R#+n^89VGxXq}no&rJMnTD+8O2T!_?&H9hsIDQbdW@y;~Q(RFRESm*y}I?
z_T5(2Sy4|!lT#P^ziz}~OK4}HcexXg&I;DKoJ_-|U*xV{recV+Z?vx#sQ|_iQOUWw
zXiRXt8+(f{4#!_yF1(}{09@B9JPf@GVe>)7)>^AbRAP(zB^Z*44SW(smrb+4<iVkj
z9tV7}=6R9tlB5^%h37xaUnl56``oWnV`qb*JSFle)jJ;e!nY}W3G>IJdOf#q=97_m
zevj@s!8{}#@@2U>?+))js;3B=M&kf^Zhd*G9v6DHmcOs40`Yw}`cEE<huhPd8)sFs
zVC?wcH#Y}D@m@sN9OW<(BI0>vpIc;tSzw06zSA98^>=-_l5m2G{)}9Zz*dIU6AxD!
zTN?0p@&WBwA{iG|?fB6(0y5tCuw6|^#IW>K<(kB7TqZ@&ez@EW;?c?PPmWZeiJZ&p
znQ12!|H^o|Rw4;SEi9k4cNd}6c=iXDJ%y;n`pDEPG7A$e&+ph9TaE)GELO7lb=YBG
zrbEynH)70|K1*@m984%?-ThiB0~j`S+lz#y!?*1Ws9>Cf73FUE=S=faW86*Q2U`@b
z^Oje0Y}DdSim`c_Zw37PQ*{0~l?G>3rmPB7BVa&dMq=_v8hYlW@wHqr1Su)4)niQ*
zT-FvH8f7g8xi-RGSxY-~c+g7tK5R{c8*<6sswcC-&5-8U|G5o2YO=2@>!yNWy?auP
zkRwh#BW*5YA*1KrXM2;6RUmborP4Q!g1o!mE;!GXVJAz1Z}N@;w4Iw^|NJu+52!pU
ziVmPapY+Ioy*>UA{p%57$K_mfwlB@hQb@!Gvg0wu-G~>6gc@NBTf}qe6ECU7B={<`
zN2<~@6T}l2mOXz_VOz1q%B`ybFd)gb%4|)7&6P@@3z}--E9?B-#8xse2%HLfc%7b7
zr#36pZ!1FET~ap8H5ANPl=oP87>NhRjg2muWWlXck?4rFY&6hp(YP#HiB@j=PPVR6
zVS(U2eXY1D3^O#EkK8hIfuoCR=cOH@Az(dtzT^x&K@91aOPiM9l`7>fp{`t5<K6bU
zG?AW=I(OjBEiOouMAI-YSKw1`K3}SxfbY-9jLr>`u_aBd=a)(rJ}!PqE6yxOA7_y^
zHiI(gO{tmMyPgjhf4s_iK;LTw6Y8mHg`<_ox_n77+9C@t*7Q5BsAZ$)Uf#n?Vv$&N
zTwvcIy=W{QpA<d(CKb{pwRYc|djZX1EoLFlvmv4DPtFdJ0NB;JPprAU3dS`ChJuS@
zu;cZ(_&uEpwE5r@BxG9-VJr-yG@o2xJ1<U~p3lU9xUMR1jz|J7`95bR@RnocV&`hC
zEIrZapU>$Dc7)?;`ApsKXkZf5W_ETZ49`e83Q^0SgZl{)nb0?d;1p0f{hC6=eaaIz
zN-82jzVGA5ln@zsLhJ9yRV%||kQL}bs>X9W7>A`JDIot~jM#QN1BGj2RQE5%!G|@I
zc0pD`5(Ftkc)hAb@Lb`k2{=OsmXa2qEBs<mKFac|WC;m%8zkTTVf6&1>o4_;tdek^
z;V{aIHNvmres8ZJ687z~P!UNlL(9vO1s64G(31G@`?ja~NU=P^?@6q}M!|PFQ!@|Y
zN*asawU$~iY0r9DxYq_wHV@w^C1|xkTWa$ZkvAIxl$*FEpT{DxY)zAs+610%(MM~Q
zh_Lj~fLV`RgeKm_-}RIe!1G<Ws9mKMo|^OXPNySWR!63|Liqwz*?!@240|>__5W2d
z!%acY{~m-t&j>=-<u|UxhBC0MS+Lb=3WBekm2*o)^ytvj9VKx7tc31_<D_9p3T$J)
z^l0)W8RmjT*WIdP@a2s&W$G4<U`;(cWF}dS<VQ|RzYdhc_wsuQs?rGmcEME+#R`b~
z<*>oIy%c?R$zPFO4uEy_GtcZ<BVc>mG2^pes^NP6=@~xZGB8<8`1Hj=4>?%kG$r?B
z!NzDP;kEa*a+DOYh_&5S4bB=FXHpkxaow-qJ^Tq7Opd+w@U<+16JbX-p6*IRB@g1K
z`-hU@#mj!Hl-;2ym9JBJfgVO*BKiIpxfVkPVgJL65y_ahXW7NIFcV0RsIOE{cz}Ds
ztCI&$kf21UQvVOc!+>AJq6|G6jyxlrAKH+rfHzjN|IG)cV9FJj*#*87TwQs>7OInu
zXF7!z9OW92nmc}?n-0M~O>8gFvi5@=o?qsS>ATv;>(Bkz#|6maLzLl>sK+SAe->9c
zvmx=j7p;gn848A*2!~#kqNq)}^Vm%y)GZyp$Fs)=6KYFEf1XVPPl9oOWPj;tjJ3Pe
zD}OB!2EMtS)RH2@PLuU#;YuZtkibl>-kJr~@*+VxYsFY~sl(6sU@+A4u5K#790i95
z9NOx>#DT$PU$=%BGJMc7J2S;eMvC--)4#_m@cHSlET48z@vHveGY;!W*wXf;Y$&D@
zHHKgCc4(F(fg{4SHuPx~hJPCn8|6+!cVAgH(}TIFp?SGQ)h-D|KJOnfWg)@FulCR1
zg&Hw2G4<KlU<=%JWB$WrSPUJsh02}H_h7s6KKF08%Q0-F|7(3x6aM?Xnh^A^1RDNo
zYltUgAnT{2IzIeG=($RGu;hCT93S3WV4(yM;Qec@la#|Q_+a<Zpaa6yKrzoT(~}Q|
zo2`4rpHL`R?KVwxuPDXH9m@%6j70D_a+x<Og$(sHg9&YQDg>_D_RAGgkSJ(+F+VRB
zBXo})zcU&GUEh8OZedJBO@oP-i<|1;4qM_Wx1E{z;^{i!IlZi(r|nca%txq3M&~?!
zUF8Pk)*o?L5lzSPe{AP8FI7T}ie}{Hw^TIHioM*MUytXu&m8%(;ezUsmL0K*R9x#T
zsj1;>qGvMs*-QQ9U^}sg<HTcM+&)!p{Zz6Loh1mr+Er@dW26FC+&T&ByhwA;E>obf
z_^3l<Tn*gO3+?+xphbW`wLir!kp7EKi8nSGMZol`2<y(jO;~8x(<phU0hq4duRB*s
z!<jEfA6ING#_qtb5RGds!1rQR>hSJd+;>9dt6PN^YAi9tGDK&?-$M&Dy)AM0q4k|4
zQ;P$hSaQ3(CA9<?rv&s^rp>WHdA6KmtQ4gWiboMtx@$o|d(=m1I1gJoIFDF}Wg){;
zUd37CZ2T{f|D2w1Ebg*&J=|;&3O26qG)g^bsFhkbc-}h(9u|mdG48wz`ww#59r3Av
zUmRR6yUT0v{i(P)t8aPGXtFs^=0`j*a3tCh#p-Zq^-W<)Xe#PtM%?D~uK?wjp9tv}
zCF5ahp@ijyt#nK#yVu&>CL9}#Qz~V{iSSL1f8EW!4DO$7zQTJV2BLcRrB*@+S}5#0
zyp-*TpSRe{`K#BU!_To~=e1l=AU_@r6eU5bkZg@me-#*pJ^0`>o{7&th5fr8Sb?4+
zSw%-9Q_xfY)k%-`v$$WF(3Kp&y%A0+&;s1D(ouf$>5bX`LX3*fi)5!IL&ZHu_CMaW
zXh7_9T9j!()6EPmiaB(I#L%lKL=1!nlBNu`^;s}(GR@pLV1lo9mg;EsQgCU~@9Ov2
zU|c3NFWs*&2OeTvy2;ZlTyeZ|OSh^DeDy9o(ot=Nzl63XqGV(x=q-ox47r5>wLUe)
zgFOeTQvc+MUMU5MU3n+&Ju1c3mwB<-f|a;xtQTCKlnjrnYK5y6YcZDgy_SzH35WKW
zZe7sMg#99SBFgucfkwB3WA7jhotytm?N%;=y8Mw>zi*RZEpgz!)~Qfj2<)jeIue0|
zb8W9ArcQKY-(icKsO3uJe-&Q1&Atj&_so9LWUPd{$2zQ5L#S~6MswI4H5qTvKF|tm
za$wq-c)21p1uNQzev{AE;fFqf*nmffgB&TH|3)LA$5dNP+L;Vt6r0wBpS7s!z{_;}
zX&jLLi#mMnas-aCN!gV4mk{9ISm{bd0}1w}Kd_m3Sc;TOCNJf$R$}e-Jh_ivxzNnj
zCf(_h3O}x-WnDYij9Shou0^ot1H)^*<ef&Dc&6+_vG}fPR5EvA4)Ur+yDilJ_FW6c
z%+vp7gV!kdRD8&c+?#`nf`_;j0^-3!Q?@;zF$Z7VUbf8UCm_^5mfn3Mv<rrwrRT*j
zmqPP(lIU;EDimPb-nx7x0f^SG{98Qz!E>bS9>;41u$n3R^7vIg_=;6+`y5Y!3$uG%
z-OFgu<~m2q;Us~D`SO_~@5pF&THx1YZY7+#f0pnszX?u$_}tXeScl&qHJ;3UK}MDx
z%6*1}vyJFsv#U#6+YC<$_D)Q^tq1S=qo3Xw=YYJDroge0EV%LTMp3{#4R`FUD<4Dx
z7MzIASeMMkJBQ}2URpFjL}A!S=p!mHurZ1@XONMzf^l=*6b(1H2Je$5DBu*X6sN3`
z0X+I8Ekf;4(0YPx^MGa^Dn1uzAoTP!!Ie$zY&VPqU^~l^GN<@TycEmGAfpt6&l+VG
zZ0d5slR05xUX}?=0$KUA59?$0s>8KCJQ>iIB%K>3lmolpwXyr}iUX-jv%f3Vqd@fj
z@O)fa7J62^{ZYTK9ony6d0BeN8;?&dtSBag!c4oXtw3EAG)<i#@G)PGMNjo3b1g3N
z@O;zjdF>Y@JUIN!T+90&@|W$uJ-$`|eR22SYh5aa3*m#`V@{TU*A5XgA>l#@?!Wze
zWVRZY7!)piq}Ah0yv7&4k}?Q-FtBA<Fax`89&v0ntj7mW8t&dbPXz_W%d(qNebK2$
z`G75@0^73*b@zQg2ID3tpbg%527R;@<130(*l}gMhOKu!yx4WCYH6ev{Dg#>x2sox
zqPs*JF@u6?{V%&rxVo|SyQl@}wGUn_ZzP@8Ey7}7`-qdfGNCO_<A|vf3AQQAisB0o
z_@i$tx+anjL${j$U7kqC$We-2FGn=;5_l(ZM>!el%+yQ;>6<0xJ>!1GaVl=fOxXHs
zdnGWM&Ia=DZp7<L`#lAZMB#vo>Kw~@E?$EwF4~eKc8H~3-|O-W@3BVytR+%l?{4qy
z`rXgLdNkcg=UG08m5RGYUavv3GX}lXEP9)trp0EHl7_1cz52q3Xh_(oj&<6xPzsvW
zTAUKnRgmO17P~PO4a&Xz7F=)2p-M&|dB^uUXxm>U74kVB8x&G*E7;~>^z6BdcjqcG
z=Af$FpL7S@$N#Qt8M5HGp!0LW4+3s_vEP@t5d})$ME|?`i2_e4Z=~ggb8z>Pi1kf-
zKTN6q$i@fN1k~btv`a`b1527p+t0PrFp-($zHZzCM`r&k)*h_H1ZFRyah3~a^4@l6
zpeLjkzYVX+jum6$lfFMnGHH;&G_;GUr5H^W<)I)r4}L_~xLZ{<!CW5SwZ2DrAU8J6
zx#MdFd}h9q8nL+uzuOeM@xG)2ABo3LB$hydtJ<gLxiaY0%3|;jhou{kzG?}sJ=20U
zm*o|q!^J?QZBO(W>O{Ac+xr>lw<w{K^dU|w3q1UUt6Sy~e}q@+TYt`keJ$Z>-|msI
z09~T>)bc=RNX<w{uNXHew`fURD8^%-YQo%8vtjUj&$6yk9t>r$o;*Pq^@l@cM<_7{
zR`@O^?c3k548R<oo5X@raH)Q=qRvu`iyEiKUmLeV41?y2;FMTYsv;1}cTl05>Ay(3
zEPBcolkon>?+6KBQ`Ox+W#VDZkaM16H0(FnD0u2x4hN?tTCQ!)#`C?-bN0H;_|!k?
zvYt&YwumxaAOr>EV8=8Qn?zMTI1<&j8%o*3lR9<Uqlqf`5LK)kf20;d*2=%<PEv4!
z{os~-(==4sRaIR)(uBwV+dSc9nS-RO5$i&H9&nw}dM5URFH8&^u<llEMk4zs-mOn*
zXimGo_w#%?UJCj3<Jp4*$oDb+Qt+z^ohFnCuPmj5@J<h_e{EqLiY+JOA=aC?Lo?}G
zB9(?8yJwGB2h(5+x1)tFlOyD@SPL+)Wq>4y($=h08b}tJ7M|iLh5D!1`j<ZwJRrDM
zcA^F6yt<EQh2=nN?8kk^G%||sPjF*!p@Yxc0_9xtc@VcUFfC4}=iCYjGc4Obq~TeK
z+UW-_RbcvUHsp)~0oiRPt{7j)1O_WB$yt+3?9N;9v+<2Y^7<!>g=-mD^(|*ZY?gix
z-K58B<jCOs<PK5$aRF5B5aVXnZp5>?%2`FurP$vV)?+8qfc?oOuNH{0*erkED7vp4
zbs6NjYcCYSFM<ZuhqOfBl}tKiUAC1dmP9M{^dY0wK&JBf`Xr1ueBplKcMgb=S0X=)
zcp=MJ*^$27W_&F=DpqY&j0%>9BezbI;Cb6-={TNJ+-#wkD)uA?7FtOiMO!LS&zz^F
zolt}WFQ(k3va?|7bfm}Qv<jHi+;tHn{g5En%eYI-kO1mb!#SOoQ6P5UmyuLg5=tZ-
z8<dc5L<zRySM8T-fYXM(>xtKMPz<}pcRW81zFIJ^KeR7GA5*?QiER{=U_V`b;jRz5
zI6Mt`EcF-{h711iRa2pf(4hTKJP*7?@~8H0DTZ?H=)&mxc|c1wWH+)Zqc1h<w*%IL
z*|;^Y*-vXO4hKIy+b!6W3Fkl6q^>D?10_24tb0%ayx4PG(oC%p<PE3J%P40+GT}Y1
z3=oj|RdjR2Gb$_zUh?s}Lq(gbF)9;(${`_xCB%u&CGYQV&^<pIi_V%1CHkTjNK7>P
z_NuG}&#FoqS?3TuQDC64i&e)OcYSqzz7&}T<mSsFW3&ofat#kwyikF=4&EgBI<x}Y
z)N0SA`~tLdKjlTKtHeXSJAHOXCqQ<3k=fQ$6>vo}GVqge3EV3gv*!&C1B*NMm)L!2
z;3&&KzU?OsIwM9ZQ`lOtn=O?6@V9t4w-W0%M5xb(X_35-&L?d^@94?GA2(=luQEc}
zYG*qHsP?jkr4*w6i@Yf&dfhJhzQ<4dYb*}P7Vl-<l8=nJGR{S6^jx2F)LLu03YbeT
zfAvc)2AN%N$(I!h!F|}zEXyhh{z&<_x@4wcd2-{;2f@`4yLmP5zxE=OPSGkOY||@+
zjF8b&pU=C&kc?urihCf&Mc(1@TBro_d}jIIFIAXNjS-&slMRt4b}1YZNI;@Ea|1!B
z0>ig5a=3O-!Ni`*aFnAJ-)vM?St-|{fw>p+No@*jJZN)#^Q97{ziHn2JW0m?+&`yz
z?My(ON1j$<0i|%=j+c-S@uC=RPz-zAjfmJXqOWowsTKZnZ_WI-#|`Zqi~`l#o}pAR
zk5u2I2vjCbm;PGFfjw6_u04&fMen1>xn8l91Idh+L%o!Y4c5-Dwr$G?OSPqW<-mMM
z&ou~$;cWq_c~kZ1UnSVKLv~0_Ap#*u>FgAi;D->xT3WQW3zCnsGKB5TK?^Ml9iN6C
z=%@(iyz)2&rb8BFPR%94W@&S+fxR{G&u`tpA&iU|dC<F%R)sx|*G&ws)_~XuhvBR5
zWE^(1431u@g+EpzTNsTiA)fbr^~XEzkp9P<|2As|7TnYP@Sh9~h<My=c$|zU2(qpm
z=0POr^@+UvZ-|5*O!u5}Hz(4G$ca-244T0x?L^AA_bK3&>{(!7MuKQh#U06gIk+pw
zXCxpu9imO%D#(^bVYuS==94ZN@Pbq5{mRc$c%N<LEypGeiLHt;5_%-)-?8<KvWO4N
znqM(y{8NS}FKO2vxtI$C6Q!dWcKqp3_464p{Uc%6+HGl0nS4wzi0w`8%mDp!Cp1s(
zB7s$;;Xa%Gr*Jq^*I6~N0P|Fv?uMQXMdsxkB_-uj7|q=xnbMPsBM1KS+!7=K@gMCW
z<G%(Vj<VBs-l9XT^bd!ePnF};k(a#exzQMw;G(8IS3!VE{i};Dme0_9a5dFBr5ptw
zTgy&#CZk>XnO!DNb5VYg*gfu)4|(_G)*gEq1IvFGdfM$HQSp328Q1Ot=sYKW(9Vnk
zGYE{wg6LwFxW4_{on#!Vd{%rx%M15D67|#FUjqmCet&2*<c%3C=c>=AyJN?pw?j@P
zgft9>%xgJhLtwIg<-K*01hykv%?tM@fP;wt3H9hY9RDSKx6-K&eqP%-W=JeV!xsX)
zIzqX4N89n;{JnCZ&1wqF711+VU%~rsr%G^YE1KE&I}8cW7J2>}Bm?Egrs=DrjgYmy
z!Qu^jHO%Dq(5U>em}a;;-Gb0WL(U`SM((c@Fy~yfxmr&?^o*)#g!09~;~l=;zMYN8
zVwubvd$|raEq}iv#7Tse-MpOF$B0niHTIGF90e2GUo3XBC1RJ7TN$fdKKKuv8B1TP
zgyuLO!5wO)$ZT}%^Nq|R(0_gY?B*OYtgm+MU3ig&d8OZU2p8^Df%?A~Vy7Uz$K$Pd
z^=VHVm{lD+%n_W83!mq>sKW&?9>o*Fk(Y%9!Dn=K*azchBVyNu%utj$Dd3*}H64k2
z_x5k}>jBX?(RtRr4sHwicPa?PLinwD!KA`$<WhYS_~EucoQ)&>Dqf97yGM>+dnF^l
z?3gma?YvVN?%sbe<oA<$yi_Ela;q~D?_?gkxl)x6{a$YmZlz}`T3q9zDlHZ)L=I%K
z*tz3*r91Z7ibb&7;Fj1C4O2LCs#l=jr4D*;XmXz4oCyXmUx)WfrGcriT2nQ|V5Hdv
ze$DSSP@p3-cqYOJTPI>~F6I=Wn-1Y$oCjYXsvlyTCf_CDOB!#}{$Dhp8L*bzkfGp<
zsn}tYkQT6D@TAH9bir|p5f;yf8L-MPBkC_x3Huxrb%LClaQ4S%AC{XmkmUf&Oe-Qd
z*lzcGzNH>ReoO4S#L|pv-ZcbDbSnIOV^L&GkAjHfsv9X6EYO$meV+J`HyvZ%oYED#
z;01es%sN*y7UJ(siGNS8$HASgWid&U2~ht{#Yu#x9(NORwg0TsTPNNLITgtwkl&Xp
zXR03qbrepnI6VXtFV4pzAL%N2g61B!$zYuC5#{-<SqeFCh4UNYNU+K<b8C}*9HyB!
zt|S-+Ai+-k!O<mCGWfAXhAMrnfoaiEZ=c!->`luGm-DU1deeQUrA{Y9evdENl%oXq
zrEklFtu$=ZwDMS!D2B4xBSQB@D)DyH<W7y57Fg=x;wyJ4K+VN|jlUI{sCG@fKju^!
z7>jxRXg2VMcJqjwTTxl4GW=%nvrZNPH&*%1*sJ70R`Q1N(iJ*?cX<bA37<Rtihp1F
zvM&OH*^|>#)oQ`U>Gw#eOcUO-NI&|tH5o~faZ}{MD(q%4&i}|959F&iZ*Y}+<M3pc
zpyP>1Y?<Am*LpJqzbi`C&_Y6B>D0{kSnf*DT6<5JzfT5_zA^5MA_56GC0>10)^3K9
z1QmsQ1NAs&^X*6H?n+?J{BTTMHw5HP)#n!(mBPCD-6-|HRM0)9H>?~GgRkZ;_OqTN
z!!Fs+lLGh4KtDvLTqidf-v~bH+v-3?&r~+fzpF72z$TcodzU?(`DEG%i77|9)`wEe
zUx=XD&?HevNGeBuB)0g6m!S8H13Z?V<uKQw@<{(d6P9ES-%;oZhJB`MlN{76T=zJh
z-+4O)SAL{S61nU_PvJmt9+Mg-ce*LQE}?TqEfYHbT2nFEYB8s|l?0tagU#cW^p<Wq
z`s*`tJBXX=ew<S#qwmnss`#-2+-AJngz!My9ks^w)P-DRq3KU|<ac`-Zr(a=uprTb
z7lJfGy1X;!OV!*&lyAjPs@$XP=kn=GI2^()Lc^?<;I4i@63EX@l(og)L(kVas=5Xe
z5N@~mT&f<TpL9COY&r#`hFV;fhRAT#)N>{*@hMEYcJ7&B%Eh+fMMC#c`3`I-P|$63
zEQ4{r$zY{x9#C{6;=YL%1?+AtWx80BV3$EobK;!>FuuX|?$d*ETncmUl^&_W*qoDh
zGTljNqO7Q4S(%9`?H+Lhgbws_wKhpjEQh0cr$k$Z>)|h#mab}F23-5a?(k@og3e~A
zA3WKYi?;>|E?103a^QLM{74vG$4iv_8QN+^S2Q)RkBw`(V65N8%Es6l+~THhZV^(A
z_%+VC*tZb$C;!y{Jc5{Y^y$QgVG(wWLPp7`9x%D>uvoLL02h@l><mF<kWzhc?GHMj
z0(TNeiFYB^NM2#=VXy~Vo|*bpf;>Jaq{@x%(Wj@%3O%;S8%1!^@BUx$lM#4-z9cu}
zawZI}naJG<tB0hz(|Xf=p7_E3jFp6AGsa(32=Jg)!6vHj;<2d)pl%3tX&Pq(!-279
zw~8)<^SMN}l6_gQxS8Gi$zUOHwI2UHcR3IA?y#>uugwR3rN>X}-l_rNk-bLxgV}r#
zXM4J{+k^z&A*(0(g`b0s(r%(6TNY%C30$ZyAVUw2(tk!Ts?bz5^TO~51qY-SPDiuT
zi`PEys`DMS$on|`CfBth$dp=(VN8k!9xloob+SFaxZCF|X_EnQpPNqWFvo)M8Z}OX
zmW@#vD}$xeaRls6_S|IrAq0Le-?RxO$Ah~^g5H)$DtxZU+HchG7;cBkpJDLNL}7G^
z=c7wC2KT9vZ%c`|C*^cX<XSLBba!+12GH<glFuH;^<r2*>fPw%UyX;BEB<!tQ!yux
z@m&a85i;yk39pUz0j-7Ds7cu(ENHsD7TQH<f+J2Vc2fLd$SZR7kN?9QjNy9HrK{74
z@_%#lsl-RX@}e-`^-4AT)jsxVhM^HzcS!+dpD`Xx+^L+im54E$1N1&$$VUgAE8V?Y
z?qltI;Hm!RX85Y&818tI0=G`@-aO7&1BE1>P@DW}d}{IKfzn1cDmY(lG9e_CK%GO1
zi590f5|T$0f6>t{r-pt>sS*kPR528<Kov01-Uld&Dr3rO>NCFBPE3lP71VG@!WNm1
zd*fX+;FJF?`SxZZ(BSxIo7q5cY92MWbST7g<PY<Kvt;a^aP7Kz#~4Ij1}SN-*8<y~
zv>$%|C?IlqErH%drGpD6-^Co04ET90=<<jBr)XBaJ+<16g!-~GE^gIv5Y;F*ZpKQ2
zbtWBG8G$r#dMByEo0tZNin=EY6<YAnQiq81c4suP9lT<vV1aY~C*A)<H$#=dDgL8e
zFR{Qx&-G%>6X1Tt7O4{-g2Q>+2;UwBpk&VwVT&neI7r*K*!bl(qEcOHsW!d6rpO6i
zsvID~r^>G(iW+nU#ED_8$~g_!4s)Bnmra5IN0Y4<cT(^}tzmuUya&YFT`zy`Pj^E2
zN72Z`ahO{@8J<Yb`E5P*{CK(%3|}|@mGrAaz0q7{i}%$a+-0ks{wE0-2!x%h_KE6v
zIP7^;c5W<GiK=YtnvBORS(gRs-9ls;zADoACmY8^BBeszT49d)(YqZ@r6_a8;6pWU
zIqcNC+PU~Q3o?W<b{Nj);mS7)x5`Q?NOhch<JVAx3H#iPb9tLU=Rro&TuUQNR{O@1
z{bHeWbniAXI-}A@=zqSq-^>tOoJMaMhvXrn@7w(`WAO;p+H3hz#gL;XZIgIE7`ENs
z|8f&|2Cn%lzI?1x2?Zwx)ORTP;S+4V_qfCr7he*e&2Mjnu_fAuM8I=2nPYl<;$|-1
z<8N!&h>M39(r#A0C<nM4$=H!6UINFalal2_eSvVcEUj&9DhFy+Uq+IyWMRG{(Ul-v
z0HbRG?>5RSVff;&K;s|ua><o7&pw(CXJTI0epJmt&%isRpT3e%e>!SmWTObzLU$F9
zUF?9$M=yU<cT-@be=I=rz9*_hCEPw>7)!U^7=078ZbsX^Ddl9@5I8ts@ESR)2q+-*
zZL^wvHL#W}@{n&7z`+E+F|m?1II7ejoNy={UhIC%o$Szruexs>GMC9ivXIs*g&Zn&
zbnBeX{Mdkhvp)K@>QHd7-g;W)c?INcZLVOM)doA4zRmA>NjShY5To`q15$STF}2NP
zz}oG1Re3k>LtXXy(b}VgQY5ro)RJZ{!gpffjm2WlC{jMtIq|a)YkQ;~e~HP5O~$=D
z*FIE0M6U#UE+H6xIH*XUbZi7RgQ40#)B>zoNZ9--ISxg3x6R^#OpsUkV&y;n9O^FG
zA5R&fi_kBEE5}7bfG;Z{OzKlH9@x!YlD1Zbe*d`?PZExoqi1*7s~zv;Ff_HFS)bI5
ziZezh%0?Q&*!p(xU11WAY>KI`$WH;WoznYl!sw#Wf_;7Un?Ph~79P5KFc(}Ry3N`T
zwWIy$2j6B#8hSP;cAGSj=v}ZYyHZ>Us+!f}UhfJVS(~7acf_E}>u#MbluF=p{Jl&#
zrB?!q#&4N9haK=fYqaW}A_~^;{LwMV7Xw*l?Gc<0sW5SxJ*3#m3vEeW$||QTuyN~)
z>PXFejEP*iwne-M%Y@&Ru$}aRgWFxphwW2f(b0&zE6@`8E;x&t)s$hci%dmUN)BXg
z%~k4FBtRmEkA^Z`KVTR*Okg=SnvI$I-TxW%HR08ni=mO{N+A5wj5qgUIleZK&KmM9
zfgdNd+?zSeV3NR{D#Dr!@=gx1A`A^+TprVO`Fk)}sl9YEnGZ*vV_i2ob3>5-?x+2U
zmKA8hNhWYg+F<;P)8ef1fsmQC^I@D78DD)Z&0S!tM=m|W6(*kHI#fS?KI?l>0;J7W
zXNXWTVS(*TOyLO%e&w51ojhNOjC+l4mb!T3pV5Qy&F5Rd<K#Hs#eoty6!~AD6?+BT
zem_|BNQMOE26FTalL%w+IsdI1lHrc7tU@WBu4CAi@N|(;017W}8k$NZL20Y(u0^>j
zJW9AJ(Q5BPK~C|YF5d_Ap03Nq;mC)0$a^ifHPJK$E@~|Qvx+9cfriM>%o{mKOq10K
z+)2j;1r=3t!Ns7yA`o4Anu<4cZ$=DlihxqL@FB6zEO>4r^T|LZ1-F_eT3k95iO73M
zT%gVy6)op}Q^=O!OZxC&dnXkMdzy@RT+|WXt6f(9G?<EKcA8c_)F^<xtkG6sTTHS0
z)9I(l*7;aYDX-;@OUBeU@4u`}Cg5O>pKfDY7$p2Kf%H$YK=Uj9>M&D^a%##0*9irf
z^5a_vp}hc%3c`mZxhm1mePI1yL@_>D;*s97R~tfakS{$tR7Zeg!dbe4%FgIo%&|VG
z9*9~DsapCM>ESUvY|!qWisDN%+TP*?s58%ZY`ohR&bV-#tW^(%(cMj~leJ{rnA&Im
zm@x<L&RE~}rZXkw3I9ZNIjA5q_$u_;>vYsf<pJ-Q3>@0;?O{4~7lWHt4HL%d@p}X_
zF_wow#pQaMuv_>u9NhmT^+`|><PXTj%(TVe=80(Ywntg`WyN5uLZk}VY%eNEI~Ifd
zg_49E$qG1pQm^C{s~aS7!mS_R4I8H)Z<Z^M1<A;5$6ou_!mWIXzkGD9cV}=xt6Ft7
z1{}#Mto=&?cbW4>Imr>2^XQSyFu{okVVfwL2DCC*7%?(R(AS2BR{prOhs9voD*V?z
zq6o^x{~NR$4#RV=_rIV`go3|*UdTmaJx+yQEc`;JUXz->_NT08f<r|hO+hghqZF?S
z%KRn4{?olRvF%~_mxZ<Dza1sGb+?1qaIGhf{_&kDdRvRXC4X)ZhF8Pz@w3b-ih3pd
z+Mgsb*(3*d**Lqi|H}b#;_Fr?_agjKV*7P#Dm|g3WVGkg%_E$-*A+U0Q?PdFio>g0
zx%jiXd#G1}jIy3lpG5)^p=R%<#@{;C82W(w$nCs1{8{w--ubk0sC-$`fBsbk3OPvV
zyBB!j9g%JVkJc0kWkXb~9y7(mfl$e4%2EcVocWTJ*GGaN<{D<PE*;3c|9z?(EAYB8
zgH<9Q-J;!f%2zEf7gOtGjq3PgAuVZ|x-N^zy;8RNd%6IeBTYT+EPK%1*k*gTUNpYR
zc6=HvQG<dSLspcdImq93FW}4jB(Pg192Hr9OvNj;BR<MPWZbRzdfwT;0j|gj_k<6G
zp}A!z6X{YZk{-7)+`jFCn*1h|<9EsUglzV2?Qb!jJ)RKLc`6tR9##gPr`P?STX!>$
z?k<Om3W{RyX3OzPBjIkhWg)Ece90~OnS@(?-v{_AR3OR7!!z|u6zULMh}_g$q40QQ
za9*de0{{6JUS76NMMm{UW2O#XIQH*=o<7}nd&{dJQD_qdLOCthUDuq!SvO)(Z+jXh
zQ{KmG^4CM$7p}gj#v~vn34eYdQw0Iv&3m=X2pBV%vhnw26%;PtJgdr10`4F7v%ls@
z=peIb%(Gkr1etMVPhmPVa@fmJIDI_;t%je81U-v}rSYsS7kYCsWA)4)!G1e9RPwJd
znl}MMy0ko$B66{eJ3>Z@*$!XST6RBqmXBST9|%<+i*Q`<jPG`*6qFu3`25-;1ss~#
z2mSa$pvLFW{%qH081dC4t>~!-R0;E(+1Zmszz0>lLbnzgarBe$U!9a97@Bhsy{b_Q
z%zGl=@P5glE14hr_|r1s`u4`Cy_zW?vHJ0C4x2mF_dIJ8U1<i}_Yq4G9CRyI-}e4-
zu`=wc-I3gClMYKaJrixZvS2dacllvo8fXMtoL7wS2es?~wSaqczk%ZXhVV5)AzT*u
z5p$N_r}qr*_$)A3jDL-&gJRn#Ft~8mTJ(AojAm@V&Z^f2uQOim*yEFj#VzldYcg+v
z(N^tUsc#b@Y-vTY`g<aBePUkTlv;zA?k~4irzgXV!Gz@rBQGF++mQZK<q1UMQDfeJ
z6)>>GCH9S$53aQOJ^X~XrKt3)de0|0U+Ct$HQ+ZL4XMH&2Kz>;;YwX#%vrY^C~WN~
zYS~Ldp?s-|bGp?~bDFc2**+TgchxamqeHDzYd#vkj^rUj5|5vOc^1$FlivJssX}*w
zCx<x>QZTEp(sq1THr$G{^2|F}1~C%<9;p38Xp~w1LfG@h4VPP@-#R_2!dISqMFu}d
z!oP>ckt|NxxQWB^-&S!NsJbvEx9UGZr*q>SHXc#n?#rV2_7vSW_{2A1jBcYdXv%QS
zd{~70tiC-~>Y-r<Evh%@b2Lz1E643(X@nqQ=e<Sen_!&Rks*#T2OnkHZvT&^5k+?k
z5!xG?X{fOvxWZYNgj|d|Wde=`z&z#YJUUx}#xbTWCnxfeyQx;Vl|<(O2aGLV{UFnC
z!8m_Say~{^@7!b)Ljv}XnpS0-AD}pMmq>kQK3?1^HgI967OQr5Zo6Vv0q4eBzrA88
z!;A{~6B9lp^viZx7up*IPsjw7Yrjqhfkxzv`sJx2Oq_Y>6W>?@&kl(VZew%<X#-tp
zm$yC`=c)2<W;GiGuEneE{}zMc+KUyoJ^6Tl?J5rkU7kyjDa%_KtHLts4NbPqO;~%N
z*@yQ`GkkC0=iS3xj>7_DUc&JWz;T5?@FQClZZp#2KC)PgdW6>(lcK(4;VG7_lXOWI
zEdDI|x7t@=w(7T{oyx6fQOQ~Rqa_XlCb}8wb#s7Y7jJ=mdKg?2|GIo7!XJwRRujsb
z{DG|SvhbNlB3?S|lR+#_f{*G8MaFsA$gs&;k>gi5DBke7;6#rWo1m8;?ix~X?wg){
zkW>K>Qs|8Jg|QN#ekeJ_Oa~fIoY`KUzLyW*A1XOlj?)JVW^Etdn2Lg`ue#^B=t_v^
z8LDFQ-&3$A96XR0mI>L!+>?u!qQPo&qE*pKAu<`#4n_WGf}#)RiJ1})akHT=d-&5B
zoV|YaxE3>=Um#61pRmcnw|%#4X6=dzp!Xyy{#+-WSiBuo64{uJOM$0e_XyK1*xRDd
zZ2Ddec~_tQCwQ+70*Kp(%0_c>>gyhsMTtDnYMwbC5s-qHG&;+Sds^Y??JX5M52qp%
zzt2fgJ`%QW3i)epM21Z_VeJA#DQ3l=XS!otkB>j31$h_J`;DaTfuEs-ClKjN@ZQ!N
z0ACeiOeYSvVnBOchPiMtdPq9{G;7F&5vPH85Q)W}mLAPL_lxl8)Gb{-o(A}2cE+$e
zz8dDaJNBva6#)gjdz-?tz&7~B21gIw6(c#-q5@>Ba`U!MVTlI9n=y}La!IhW&^m>g
z8jkmDttvSQ7Ey5YifoZuy*uU<P9G9&t%k<V>K6WfYnUdn{j{f})lgMx#9pgXJT_PE
zH~NfDEbehQB|Uu;(~XOhX48_ub^8Hf0hJ>BdAX{BTRjd-3}0<q`Og+}<d;09>BWn<
zof0ZmLq$m!B4e6rI+T9k`|yUIH#QBv3M71_qgt>`?YeQf7)Kv`SiSK*87y|Y{uE90
zKm*3Zkur3mVCO&BOHrytv2QK+x%2gKhP!dpd94KB`BtpL(Ms4VVyqf0--LG=bnbAh
z7a^1PcI#^HM#wR~-ecgH2tyH>0o*wV&J5mvrgY2UNug;*ktG$~R{97rS*kRg&eoeK
z)Nca()=EyJdqDoZth>ka-5a9C*ru5?OEEOsWhISHGH-w8xT~oz3iGJvP81bnAm?Mb
z?U$BmVErxnbNR(~TnsdvtDyN|{_DO>!i6As^{z8?YYC#ArFyivPAzJuNkyq`%7XgZ
z!GM$}A+X~tA?D{%xf&eFzrLQgEf*RV9|@+>sZ>(My`+0(8TeR~R5Zp-#Uwt@ME=%X
z7^zY?x~-!IdpNqT2i>DvFE-C>)OD1=+kXeAYxnx&K-eC~hmXUdtk!w@$N3WYu5o*m
zi7s9Zc>c+nl+8ePB@TNYQZ{|I<lsXN(IV(4T<X!!nlC}yr*?8jyy=91Cilm7Da40c
zST1|#r^EXiiO7_hJQQbRU!oZ~!_D297f+sb0<lHSrHi);Ay?n?>N`skCYGkgUbG^i
z$WOv=j?FP>`XM#+5`{jz_HN{BoxKy>*Hx4pyH^DfzIrqj!Dv)_lR?Z>%m>2zQeE`&
zZNSC!*$@_mENI^)<@if985t~WNN2|B!y<Op#@qZ`AwJc4Qdf?C#q#G9I#eStccxUO
zIV%~%t4XrK@<m|9v}5raZvyBx@unZpqhRJU;UnAclR)FVbE)d<a@5{z<GOR93b^j>
zTs&`@iQ|^eOcX6D0p9lY8;tdPKnVMobo<R{G@EG`p6Mdv%Jv`2@A;|p@w%0ozqcA8
z!Mm|NdwUklDJ@3}ceO%X-Yv=g={l4f=HYr#k_O9ix(^)|b@9<<i#WRn$*42wlktQe
z=Mux$w0ot3Fh%6uCSB!Be78rx>R}`q>-C6{`<Mu25OCk|tb<Y<7_uE%n3Sl3^DK$K
zI@mNp<^7Ksi>X57I!c-_?=%F#mS1l??v?}J(^JF5Tq4q%@1)(imko*x0xEH$ov^YY
z_U-KRJm4vlDN^jCCobBFr`~r9!79m4qO83ROL#l2rk6|c8iRn_gHKdsn@nBWL|6~S
zkJ&#jiiOr=dSq10j^lLi_fnDgm$`QAXa6B_C&UN655JlDyEh7H63<Ov=jY+0pPpwH
z-ll?ok}Q>Fg<i$t8w+13SHO{x($p@7e7JShuduDx3E*`qm-b#Na12n_ShF&ayMSH!
z5i1Q%P3(B93-qvW-uWzHCw&U-gkbz#+u|137_0y5^pFIGtCbzACo150#K<WVdrue`
z=dYkVEC=~}BjWFUJTR$NoaxU2Kiqg(EY-d<7kODv#rFLuz+YlkIgkF9Az!=gm*KHW
zIv(#8ME7veujiCY{@Dag0h?XQWlJzDd+$SroI)VGXb`r<tTZ8?WB$!Yn@V6gNX_gV
z+g)g>vsXM4Q30w=15PLC9?*pO6iwkx=9nuZUv=QNBbGV&vz$_(V?IiviTe8rOf)(a
z6z7@)+<OPFZtE+>z2?SErK~yl;YDE!|7bb3zHylN7+nBG_wTHjX(vGudt!C;qh|V`
z0>SL0`CCW)eR!NRVyzNyEpqrjs!zihiT#WL;W;?P{d`BfeIRI`5b9j~R1IIneJ`!h
z6;Z)GcZ_>B(U-hT+r;ri5vqCF_O{6RVaPT$#{=qaa9xqaf8MDE=9h*_lfz@s$NIY0
z0bd8WCi1(FW3T`=-M;=f;bs}u5k7{``U!W_?QkqoEewV5dIQQ|h$ll*oSK=va5I`}
zYGqa)r=e@~rozKUb+ApB|L*n@GH%IOzw&yf3Z(wNX6+<U&>~j#OW3v=81pVz*&-c@
z*_IRGR0A3`d0W1<`;?ABzDEDK<x)Xdx7C`VHyc(BI!*-Hl>*^-llTc6okW~tT_<ib
zs70DSAJI)O4hmcaZt2I-t<ozw?@T8XG40yUdoCSm7{{yWQh3*ce(drOIv9usobi4p
zE#<&-X0q~RX$i^`RR>!ANT~NQIHbKS9F%sy<H-?81QWOLn<@Vy@Y;K^{g+>nA^e{D
zrL6P_0vcau>8!h20DQ7~^3<tfaMdVdu6H2gArD11f5#M%tDCV4qPJ9>1|1ACCFYpF
z*mW}LLL!(89FM2m%>>myGKVkG$M8Ov?KwnTIf~{xORckMwy4`=q(A*550d-d^OYIo
zLTtl3Yi$z>9{8KYK-`~<gW`>myv2lMc>YW2RsG!nV3vA6lu&GqITySWy+qt_FxN=$
zmVFl99rhZUQlUa~!d1zuPPZ}bhPIV!MLx{8O+3@~EXO3-3(ph&1i>CTwTCx1M*#PW
z$&HQf8le6al^OYu2I^A>nZDksM6YMx+UnJ+=sn;s4}0lQoM!1Qyh!+)fYu+lueM1Q
z0TW{pxj!%t%>|VIHOTtl%DRH+P<I9NA6}hE$c_M}9aj(HP(1wF_ru8ZzY5&?d66}q
zF0pRPc^g&}Qjh%A>5k%SnIPrEm`A0z<ykhK|E_*6ftB0e9=h4mqw7Qmv0=;;XRfeQ
zY&cUf@E2i?uyEZA%|qS^Zqlem$uP}N7ye~qSG?zi94#8IX}-~V=#qkLcds&b7v{mc
zN1nT!htjY{=0!!mVhVl^eUrFz!WZAG%)Ygy_kymOe|F8yB%<Qy=KA||x&G)Ix!Auh
zR4`s_JU*yGgmW@)bZJU4@blbt+kx%Lc-#IOf!~l)4NK%Rqi*gM(B^T)I{Q}%eCb%y
z|7jSGo2gMMh8q-o9e?ir8r2v50$BY{?5cnYLEXSkrWBZa*!Ex9DI#6XvUzyux)V-}
zHy>3?ErL(k=I3;Snj!JQ-7taQA!wCFxfno<gdA_zHQSSw=;rcKHdd$zwbd)KjKBWh
zIDEt%9j5=y%8x&(iI%=29^G$t<bNk@Jqn^T?z{hQY@W}Y?f+)##VsBaa)zF_4+ese
z@X}7@y&)LSnBMO-5DKoxGB{SP+(A;*@!TCT7xb)CJgWWFA72(s$JJ)*p}gq3I=>&b
z@T|sC?JW5&mI(;%9Wu5<Pirlwkm_@I=qpd}*9=SOyPjdKbVLjmPFMc>7OaiW4+c8R
z1s{R^RX2*#M^%8}W-}Y>Fe;CM^=eNK(IikH`ahn5gIajZI{f+Unj9L2H~$tk{8RV8
zKM@$0AzuFI%0(2G{r~U(Uk}$F4A&LLHKU%j*wqOMk;E&kciCaH=dQ?RZ0SxJQX<iW
zgw)WTC0ma~_Ikx5L6*ftX%MOjsVtk4mU~e3sMMp=HY~zMwehM-B0)6L#kuZ3-#y<w
z^PAuA_nkT4U-whk1E4irCAe%xY-YVeoeAX%XsP=U5u49|C9(A#(1<OZvLnP)bJpO^
z0DZPz@w?>#(Wh`iOJpZ~x)MxOZuEez<{+>rlxg=baEJ${d@<hV3v4B?#*=tV;@)ZL
z`a+pCs8KIZWA4!db!$2agOe5j0TI6XA~&HPm0k8LUomVH4cfDV?9+#>h-8br*%I?W
z@SKvFrt0cOeA%DD(HSuY9gi0e1bO0?gnOT}v7Li0upWHi%r6E&8xbObxV-z|-U%vu
z)hK<y@p~V@IlsrC(?5`?d?&9z!Sh3)#dSH#TXQ15j{LyQ>W&?NwW8Frwu3~0Nt9e8
z(|Jc2NoWP(<i5S8+Jbje*_MH(D})sTbj{j7th(Vsc-G(4U8b7?npthd=rEOt&Dpz}
z8ZgarjOU#_+V&UgU*r&}j3jgj;pEZ8-t;*tyWeD8L-{KmP@!dcek(U7vTs#)=5Oo<
zOh?7bZaIZe<j3mcFLU<oSWQ}V3n?QBkw7uL_jST-Y3$#rGZ{F=5Y*cF>#}fNqImqX
z6ZC{<tm&vyy>az7EE`m^5@fX|a>xS-drRFWq{P9ufE0ecoxA`VTcWD=#AVkCt5C?H
zJdXUMwb50*TC-ZwT90bqzEv~J9jmFxp)92AHX>AraGEZLJNvw#v6(rBJg3MB)*N%H
z$VsxmBF~UpAHH3CvSvbLHE9v4tQZj@ffQ<U+%P`__Ef&~N~igY)>?EJ51}(e*4_n`
zY}4vZr%8uoNZ1^X7?D5|@-z!Zr2%`5$GGvIawf-kgg5s}N(wfHV&C9N-ex{g+B@B%
zjOLDRepjD#VP+_Liw3oulzDQNhqZM`UAxy9<}eD*b%zf@y7h~I(PMX^w1(68)I^Hm
zYp3W_uG}X0sm-Ehh{XuT=Pl-jG)W=<U~`=Ft6uDm+TY~`?P4tM3wv$ipFW69GQ71m
zI<T&?d1+mDDrP{j+THQ`XL!<6@4bdy-(mXe$6Bg0Mlj1#L%-13Dp-)DQPPw92)2HF
zMi%;}0oK$VK7OgTAG&)m7^hd|IQE;MoN26b7b`LoR!u&VV$7bIpCmt&!U2`BvGDwh
z5QK%ycW^VI{Mm$Lp&|sf6%KV9miS@M8-6hgF!jQ2U)9W>j0%U$;^K^~;COhLeP87B
zc|CMjOJAGQuE3&mtd_r7s)fRa#Wb5K30CxQh*Qv91mlO3t}V~duVZJd_i9;v6%XzA
z9WbBRFTmU)9R6&*{0S8MGe2^CeHNx3=Q=H9@?nYW2!DS2hL<_UpgUaV5lg=LUO=-_
zWC9`C3HF~COO`GKOB&-*Cm<6)CZL3vCYB^5p4)B>ibMm{8U)nj{B{jl@}+6ASHx6E
fG(>2hKx9tt6UNCX$rEU`l!At|ETxhRltBLjCD==C

delta 18186
zcmXVXc{J4j_rFAC%knO*q7)*cB8e_4qR5_vkR)5m8fxrh-}iktwqeGM{o0oZX{9Wo
zC@m^vDSmT)pYNPAXXd<S{(8Oc^WMjHyF(efLm5dswlN(zXr~`L?;A+Y*v7Msa16zZ
zV~^LOwZN9#yJ=Y%v0N7@!d?c#|G1cMXPaSiS}gNWK`;!TKd^VMpa3>qcDq>N7K*c+
zM_%8WiN;6AqMw}{j)C%@+k5$tf+aG!+Ui0Sbhsd9NlW*J$b{+18Dc0nihs1dTv7$L
zi$^X_Fy-M@n=jXXj)W0_lsuJcWMPA(*M&a=j0=Hi?3$i8nFk%GioC8JreI6AA(1om
znWBbW_T8~-eTtVD)gQKg>Q($NUuv3mp;z&OwB740?q0<=H4lf6P@XDkK3o#t@OrA)
z_ij9NrnpD()`S06x1a1$oaH}f81}qdk>USdyTYH(Z)^zufL`0~J5nDuH?{rWCk7VK
zfA|5L=zrWnfA_^c=T80qca7}Gvwze7?qAe@fB$zWYDdH7|9#WiJ-C&yP?Ay-_#_Lg
z-%V{9RIftQvByp~A`z|_kEDElSB<PIa=Eh&jWB-*G`HG6M6Vq-@`ASq;276I4qx+l
zv}9{HnR1PXr@Pjbf9>^vqKlm>o+}AhC6gBD-&lp)T<5B943t7t%$BC>$KvrsU&|e%
z`bKy!rzj<59YFww*{`zJK8I0Ycf(h?wkF{4)XY^kuS2I~D^{1Q2$nzprn0nCp~n8I
z1r2J@d+Uz44+o=x_02$F_Khmg>Q_&Gr4@t+W^XNrV=yMF8;1)mv_b!wZ}83{8NR#E
z{o#mC#aBw!iXXkgV8LDL?X`C$_*b+o@Z?QGH87YF84lPrp!3SVKc8fh(f!8mV~z&Z
zsPSaVldMw%0kcKj$9h{}k6ph$M_4l~{5;K8Qc{lczgAd7{E6Tg{`#7WauIfW45yd2
z=YynQctqvLNL;224q6f8K(f8kF;1`zR>mylB@G)vR_}&`igXcH6+MnvB~XfBb+_Jz
zR%1Gri@DymUx-77efyRO<JZva#l^P6--ED0>kK*AEEjVxO=*`6<>5p_^!20BF&Hd!
zn;Kh8LV+DA-#2l3!-BN1#<uxtI8aaHOAM`n*gLW`c76&--t~G@&PPV30kN%?oy}-q
zC?Uh--UJ^yv@a5(IvYW>i76!Cs2Jk(J+Emb<setOR?>UZB6Q$o(R$qwj0PIp)?HsX
zVv#??#Qq&s$kqQ?y>Pt%l#iRcv3_ts#iZgSwSg>Ls9()oU&sah7bN0AkvjaM+xS9A
zCl#-6t-WO4MgxIq=X-KJfzU51@+z%11gG@{3GOHMWPreyjmyh{rO3dan4Dgnhuve-
z8u2xqkeRZ1@mhU7N|Jf4!VSF9=1cEb_$(D91m7f!c2d##?Av7JfOPo!-t6?D=fSvq
z@W6#Unm1%Ux*qhrE(gtye(P44aY4m|q}`77k6`-OBNKKV3a&Oh9t#N10j+pKSgX={
z4`eBSUsE$m#XDYV(HRouxVLLt!|2Wm42*pDz&o=T7=D8&hocDur!`wy4VGe78+A#-
zJOdPY<hn0(RswC(+N^(PGf0?aKKKz|58D_8lY6`3A*A<q=@0ud;5<LH-bZT#v6?p)
zk5kfc?}&oPxw}=sK%m_^>vtdp$|PgH|EfVG9tm|jwwR4S-ma7-ry^)3wfMS;2Z49u
zs`aYb4Lm-2@dz!s41%lX9_ro?L&v_#fS*R;IBU7XMNlXOCUT4V0<01-Dd1k@&@lpN
z1`hZ)Z)wIXk}U5vg=i={Q{kLR?8Yz&m6LBYi;zH?`u>znw-)Q~cx;c}(gF_p)P*yv
zRbb~aDJx8jM$LAI?TSxYV4}5B<XUhTL`{0#aoH3NVc*FnvucRyweuSDBR;@jYcYI&
zb38~s`)ZQQ;fFkjre~GXVlhVgS5}E@6xy(F>(&~{25*v>TVit^&gXTB9DNZ%Kt~f5
zy;aR*oIQ1R=*va|N(c5l@vU@)-Lgj-+>dAA!^NuJ0mc$I>eTF1D@umIaWUy{4YA1T
zdMo~hKmwYzsuo`~2!`g%<j2N7#h|!fxuf1L8h^6I{5}$vje7;8h^po};B9r_!{faH
zxYR-nSd#X^tl~o3!gYcHq|N_6F@8D}^3$RpRr@A_r0+JR&k;fBV9<Z_dSMmzeBY@r
zd!zuhb_TFq|KSA(r!>=!n8)Jxs&DJd(~T%Mu(k3nxdym+t_>YOnh4FGv^P#)$$=(`
zl~>nahU4Mz-fxtH<)E0vuh4Ft4G~YWtaqR6M#Yu&Wg0=E8XXySKoWZe3QpRtHn%n5
zK<ZxI`0^^OQF|bW9#L?8*q>cJDH;D|q^r~==VEnb?A&|RR<MgoeS3VAjAobIU(C+9
zV${qg)q1HEOt7-?>*^z-;Y99xmYv0Ti2a_qPjn8>*`C?HE4~s}M_KF?3LCJ`=(Zj~
zuc{d>whY=x2IS#FG3$RXWU}BbW1o{~L?$$_F`$xZ9!8Tq3uVm<QRIWC(ogmnG~}<W
z<=&`A7pm!<iU2Y=tq{)~tEPg#+O%EKl_(h0ot2t8lz|ME83JvWjN!Gk&f3uy3OehG
zjf}CD0JVc~OTp#=7T@h4e1B(8r4NHt-z&#+A=sGeGW4kvi4D0|RrJ%ruF)%{PS^!4
zeMw9eELA9Z+izFuQ8I3yV4(#hQ1Hf%*Yj@QDzJ$)DIj%w5x)F3$?@q|JT_mtM~n@o
z0N1I}eFObL5cKOFVY_NR-f$|*&QVInt_qi<%KsrURTAn%tQ`@*XHGt=E+N7C*_|>p
z?`&{PnqT(*T@A~H)~h$vgW<yI9c#??BoLvV|5Vgc51p((ZY6hA0qfxtA+}eWv2C15
zsc{<-8@Od0nCmFG{7doiylpgwjG3BTG|K^&a?#kR&Ro2x-KM1~M#B`(-N!rDs$q~o
zn7Lfi5`o^=TMym1?GC()8fWC3V}Y^}`lIwz6$HL9tduh^MaLSIUg6$+_$sjNMOkt&
zbmMlszQrA-PN8{(j|W6)wVo-{O~MIj`LS=qRoIcG(f?a52ZKwVQA@Hb@sNvXC%aJv
zaAwv`?^-W}u%FL!?$T?GU{-x%MoEZ<&VMc{$6DuLYR!<#szxq)^YI^C5|2jTV~2MS
z(}xC^)Rfr4SLu)|t@EGdx2NzTyzO>adoJ+4{gby{G#KQ2c8j-m)d0iQmm{GiaVYq5
zLef%?jKS~xLxdeGp?xcZ7}Y-?c;zLjGe5F%GO@SDmpht(B?0Zs1pZ3=xzMu~uh0Sw
zVQ2FCLtWrXdLd)q8!89{cHTa{8iA)}T!gDD+ksP3R6hJwF*F6zW?oRraan!xS}8di
znz<)Gq=m^tD|M(lU!wwVD&;(ROsd5QwoUKkqA4I?Jzm~<GYie?<F4#kN&xj0v#uko
zgcK-Hit>3*qa&VGzPjL3wP3Aa{fQhHhf=XNU!+S(C|)o9<`1hk@EJWbFtJNPGQ&Ys
z5N`&@(ji};5EABaS*wX=R^XtjbkPNEDhwyte&6<}5Dje(33`{;V6*xgz3Ew7_?E_E
zaJj7>o<7ZaR=mprtXtk$lo52=AUn5px|}~3_Frz{m2Qv6>59MFJk>3r>=`Rmf4&^#
zZH<@>s)*<qQ1abCB?-8GM~Xe5*`e{*K;O)Q0_1gOOej_?LaFU%RpU5vVJYx8d6t)g
z?tAV=wr7PParu=;c~b>Um(M%uw1mK09@@7hA_YpX>5mb3e$ik&@fhiyGzEULU%WT<
ztO_JT#MV7)<M4~&sR~W&W=O0$J#t&R7N;FtmwxZ91d%Gsq$_d=JlvqptxN{eZ|4mj
zwlb{RrFcnUIT*fNJ>}=b8U?32kD8wTTnn{@CuapjD!{}x`QvA216<#lpe?;K2l&Rr
z2`_vvSK>uc>v%`5TG*zYbt-+n9<K!sc||^~f+XP=j{|Hf;AQNgjYnJ=_`<vVqt$^_
zDD54xOZzVz!}ImZ&eD$&L%hHr6OR(G^4(*5Au1Kkd6(TiinD=aQT_ai#AE0vdVYMr
z1PO>@G{ZlT2-(3=3-a{SpyW?DGqNE=21&cQeLtS0;i!uH+`K><PW^kx9<G;((cQxH
zF6Wx?e!+x9A02`@eqt-qu@8hO@6X>%=~d0{_s1&!ei6F)mdo==HDcK2f7a?exuEym
zhe~8lg_N-t!hz>y7-5^~Hh#Sv?0+A$<lE_w>h)z}zfNb+=Rg08=%KQc`0@V50maM7
zkoC>;xQ<K}h?%bYMV>E({Rzy~wOe!GKPAx+y}u>sbG|#!bblz62&`?cRE>eOA?MD9
z&k5kc6yVtuR|Wmrw@*#;R3X#Zy(bsP$@ul;7nYCPtFhf^*pJ&j8gx27SB%8b@aem!
z{N37>NH`X0ULXFb2Hh85ijVOo<H-O8cJuxDxI<61?aG4`bosbv)SQI`y}!FYeHW(p
zfs}N=@!>Xj`H=Y!qj3o=x6IQxTP@+f>29yDH!D$XZRks5N((;xzLpg7rWB~lx>}M+
zS;+fQNY7u8h>DVgyGsE_!QR$#o`n)jfWcOs<CKH$IKv|pvR9-Q8Z7c|8z_cCO2;nA
zhZG9>J(?-^BA4M7_T{9EP2~`NNR>Y(tqML-jV5(9t6|%k<IuTc3hov$zff2ZkL@}~
zk6Dbx!S^4FPqu7I#+2)m&lWZ}zzg=|6P}#e_|kKo&`uxg#x<Ph4+;=!vB<SRP+z49
z^^HcISH&{%=Q_Kr_C*>jUDA$LeO-+<+VQFbg^f7BICJRphC3dQvgwXjuEtk`rFC@z
zEohRUICpWV5}4lY<d(P}fKk)6_K&2Cu|SIOyGyMeenlzmNLVL<mM`g>pDG31N`;)G
z6Y4-#KYZ{jff@yF)kA3yo>aj$Ny+9GlPFO9C(6pX(t=+1`kSQ>G{GKqs|Hyb6(#0`
z?vuBc;M*s?VOp2lfYQAtbMU`>j1pA);z{<w!WD*ihS*%#*gsD-*ph$)t#70m+niBz
z(NlFxdMRM*VFQ+#JD8$6SIIqIhO+x5V+d+}^$@5t=70WO0m}C99I_VALH@`5%5$c<
z_##M9)<7g4#T`5jwpxdSmB$;cGH)tMXEh9;@r{GGO=3EmIB&tLecZQ3{mJm1dx!gf
zm33HjGU1!u*8+&MU@DORnFxbi$q&lK8?b!-RdHH)I`Zd6-Q)=(!|7)q37Hq96CtEP
z%I54=9~@BFWq-#Z66H<PXbO?#V17<;-P5ZAmZVxQ@k_)(;q%?;Gzi0O>bnmv<+`Bj
z7N>JTnsqq5FrMo6Hy?(p?vFhYBf*TYLY?qX4ZMDG_r2>xHYR_J_;>XQ8U5eq5QU=C
zkm1Sm<Bz*e<2eyRZ)zf2GrT@e4ff2*MCZvz*XD+bF)O|xnuD4OdvCjN{PC^Fpz=Z2
z1^FgiT;FI_&dY)t#sOvF@+W|&%o*w%bLdlVhPnBr8BTGQ>1hv8ux=ty{rg-fPWrSi
zS&{ERP+3Bz*`pl%>T>CZeoYN%=%2l(cclYf5}vk{OGndyJQvP4;u!`tP3dWmIr2ay
z^G|`;r80=*ERe9gSB6)g6~yNrp<%s+L1<-4Dg@E$MQWAn@i^^!y#RX(u5+7jo!8BV
zVNr{y%3T#e?sIk-7^Y%i>!0cWREQ8=H2Qq;CJFfBURvp#2uJIvewxXlC?p*3d@eOD
z(T95vTIa<q({N=lvUr<Q4ZQzv?z8qL8bpe9+pUFFL&c5Oh;P-YXh?leEpo_%S*LPU
za(Eh6ca1Dooo>La!Nc*v_Yj}*ruF<Ai-I+CU2!?LDyX11bR_+%M`JgB#$%5X0QSZl
zlvRyFb9NbrvY}D}XpfhzlAA~{oN?D-*0v0rE}A`4RHq@YR>8RsKKUTR-6_}Oo(|+o
z89A5tx1ztB#N{ZCLWmtONaZxiMq$$X5=pLF+^}+I4)LkSJM7i_c3%#~mXrVHLjO{5
zLUQDG)j%HZICy|pDL4@-G!?pnoAdCO*|JTpAOYdmeYyXxh4(^uP-a2mav3yhki-_X
zYcQ3atz-F864cl|4{Gxc0tVv>OYRp+;5bw9`Tp}lI3rQB?NcHJ%D(LM@T#DKfyXy$
z9uEm}?<}7>^ri|Ik01U$l~048R;LO73R{3_^ixY)a{~t4Yd)U;v<eHis|*?wPB){2
z30JSK?rp3-JTN)=x)CHBgg(A9&4Ua@?ZZb$bKtS<HDd4&DlRV7R}LcqpGw4LtxM<P
z-UC1Eo>@0RaB;+F_`PbFW!ogynpK4r<V{Qs(^UMiW7vu`NrA!e^9d?yS@6NIv`x4x
z1};jlGriO<K#umqO@#jb77%*e$9~P^Ff_6ps&GxD;dJaK2Kn=GxQg=g4h{LxoR>cN
zLxB;@j93M94;rG!s`KTYd|5zEmdlS2&I6@4og6`232^iB+#*dg28=A<{Yc2j!A$b&
zpN+e_;J)gmXJr?C@y)0CRpq2`INRyrc(@@3h*J^-0cO>BWLP=)t<7B#(wJWS(0xk6
zGoSqK==fS<W$B)q6Mu`KA<62k&czbg8ZrDm?szF2;}pFuEK&^8LpK*k=W5YxlhWA_
z)JD{d*ZM3_S^>=tFSooql7$a$9CGO}Zp8YBO}B2HsfM*h6@|^|0T|q`ve%J9#)=F=
zgH^zXP;7Sw>hLu`NUvTsy`)?XqL<jT9DN&spXWx+(r7)b2?@8dX_BGGORBRxi-OWa
z&w9;v^r768m^JBzKXQ|sNhkG*$Q0-lb(||31QWFmnY+^Yf~tZTK79<wuRDtU6)gl=
z<JNzwlbI;+f%0I0I~HvS2c~d)WfeHy)-XRpFP5|KHtkWKsK)OZNn3xj(SX%_?up=k
z%^3D)kN1&7F*x$@$~TtveAKy6vxB<ig0jccukLd9!*tf@U-jh__{ihSX4uyb^JAGN
zdVYnluSC)#`f43MmoXZs&Z)(=WF2;gv<wv4G+-!lfQkg$nt0dk^JSn|tHUEDR|65=
z<MA8Qv9Q)JXuacACG?*?oVxvc16c2=kqP@$h_VW4H<cXo(EO|Hg<IcfD8_x|+@DNm
zq?df}GUULyV{Yw)p9CD}*%MH{5d+WX#P+Fwq<|*%m7JnT9v1u-wZHBZh_`D$unRyf
z0d@A?;}Vw6!hNk}U9w$NWZFXVS~qP2>X&^by2CUSVfHCE&2dK){+rHC^oAt9Xna{=
zyaXpa2LGIw&j5SI5iZ8I5?oMLgrd*_aEz_<va4x<_%eaZgZB!cVRVLP`<E<8V7inZ
z#Y9AHhZ0ZzXVs8N;tLdwCr}_<@5GNCSp{&)eE1KyjVHWa(mC?iPX~^<Ew2h6EP+Qf
zwq*a29=w%wa}NXk5w+Hk-Y4kfz<QuaZQBn-$0(Yi{ikeDY>UkJYFUN6P42M<8U@h#
zPQyglpaf5-wCPBlEy2wn>mt0;bHVOR|FZu10^luSJuX2Q3j&jtLzFlpJ9LQ4__`92
z1zkCO*UO8_K(+SiswPVb9@0KB@xrtN<hE!(4NZ$j=NdwJ<@RcrV%!(~Acuy=r=@)V
z3A%vMT)L*$$7~GY36u36r=qgaM$sdWO8ERys_pVtdcPQO`{tzIig$ujR1F;RG3+Sg
zSwcu~9;(bTvP;!8!qHMqHe(qlD6iF|-kYp}uDBAF#6$HE@UQZF{uBizIreWUG|xaS
zuA17C(H8u*mub?~CJ+1MqSl249z*Y%-E92(0NC<!uYKQ@R&3(<$iMXw9k|e}c76I$
ziP!yp|Ma_?1d0BppNoFi;K3;s!gCwB5X^eU8dP7LfUkb1;sMs{n5UI;Ik}pOInU+}
z*@sdglhwsqpV0-(S?mupuxCL%*ZHkE=~TE=ZeDzXy9~s<uwz9q8?HcTy~1Q0rug<9
z(uv3etN0JQO{rDLy(h_&!JV#%m>sU%p;!PRe_qZ=(&f2-MTA)vw)YuGl&YV(>s|xd
z-E(25ln9t<H+jkQY&N9W+DXruWn*8_YM?^^ozJg-w4T45g$3X8HpJ%&VA4}=qV8N3
zWIVJe*S%i^)a~ND%(~6kr>T-dbSp!p?uh;eqD`otT>5;zJRY|zoiT|Wq~8ffMc(?e
z#juy4Rqan&B4W;Fy^3B(8g3+0%e?)oaA+`F<xFD=2Ae$fI=h$$#MIU3Poh3}aJ=Hs
zV16r_ijIlbnv`JKUE|RkCrOam!6cW!SBCm`l+(o@=D~C)shhZkhDMfrZCwN+&h}1w
z$>h>0*Qw~o_cO>q*5SH<(Sb<de7T8B+?W7SG~;i2&tjlx?{5>C-W2?vbaYrsu^BVi
zN}hLJtb+`Dj^2kp?I0g~L*Q6p0`%QwUbl53;$3rrL8)yNWMDa2d-j$;Cb>QeyDxJe
z`QI1)5vZ+(v))a*|0D}wM67Un*On3};EgSgwJLz+G-D1Ey9xrn-}ZH{{ctXx$!iVN
z`IdnEpZxwi(w_|@V|D3&m3`q;T>NRTkRoW^c})7YMl%phrq9T$WP!}XxBT)zK>jac
zOi_N-u<6J}e;<o#WV#%uHu<L#o@TLxxze@di04iEXU5|3mIgzqp%@wOq?mktUeSgO
zD$*wQc?56doNn%A)w9ReIgj?G=nQz?swz58CF7BYk)g_G$vCwCIw`=p1L8le^<OM3
zLKUwQK9mL;{^;TK|1UNP)Ut@Tx1Jz_vR3qykEW&YvwYl%KQsb*Eu1cL1W*AL1Shur
zqJl@%C@qb>4F`6Ga~%Ad2$g^1Jx2(Qxp3`J!3VeF4)E{b@#3G?sGw65rDDg~1z}eQ
zSR>MkG39B&G$Va(i!AO8)cq2VdlX7`v2H0u$d`8`YP7>xu8_UXObz6eseTDeEdf=o
z*Hx-Y#qef4@OF+}3Y<CV@8O=EhViM**YAebLg(hSf_+^?bWYQ$AZ#-z1M9G{6Q9m_
zg1V$~t(w;pd>(DV=QB?OwjbG*E1zrdC^b%G@=q@G3UVnOIGlv1C7GKD!engTwu#%L
zyBcmeRWk^2cc94zt;SBJ0cWjzn2+mHpvJb-<<(~z%FJn7e447lI=4?5KAcHNy60^t
z9$W@ASAIfL)YB4Zsxa>NGAYMrqlRjGQ##<RXGiwGot|j*z~qTWrym|E<C7V@7lrT3
zXUcxh=Yg3z_vJ^4^|*ZG*pBBcm4LVTxi!nGaI1sc^KIJ-VO4AChsu*exR`Gg9LL`V
zj6cjZV}F;T=yrt>4W%foOF4gf8cT719N}+9tgbsYiLx?8?8?Js9cw-Rrhd?^isZR;
zKMe}~=H*X(ONLarJ323S)xl)Yx{-546;?*?_bsN@V4?F>Gh_8SaDC5h{QP?r?sT&W
zja{t=S3A)yn@nl2o&Rm^2MaHVTe>57lQj!Ft+e0olc$1K<FVWCCaUl}LBWIjP6!En
z{i9X?jgW9{<CbeaQ!=c|PoCIo)Cx;k5@}!Grop{5?;@kyB(NqZZ%-Y}!;)P8(ct_{
z*lzJ!NuewTbCtih9(T`zqddZISAUg3lD~=XId(bN+Nm5TWk3Q4&aJ0ZME$|g>XPZE
zKXk2GUAO+wg?u1fxG0qMKrj<nfBOOBKN2SWyD7&bUx+@2@dK$nS#VWWLi+?439d&Q
z?{*k^1Qyx)ZdaZZq0!ZrTj8g}@%2*P`SU7eKrYxKoz|a^Rr^->ZX6*&)IX~2rhiQk
zKFUGmyg^2d?Dq%UPE?}*!Dsv&`LXyV(OpCL8<_y&dg=>pHhwriyq0dCR*5n9?G+|_
zQgOE86qnhfd~{wc@0)O?Bbl4${@(X7g|-7{`@5W?aZNU<V#j|);3_M*|G{kv^dW3I
z8qx?Sr3{^3b5>zagI~#69Un|`5DV1bQwOYk-)&7sd@*cFw)RY>7hV;3J>ptQ$iVL#
zS(o#wjN!2TbKk8CB#3#p^-l4gB#;&jlF*E8z|X(sZqZyDpj@4E+_=0LUAqqR>j~#$
zx}M9MAC`24^hNvdH(~)i7%Y0*=Sl<HZsP3j#Ry#RTi{zUN(I8t%`@s_&G3<}$@&#X
zErjIvQ>z8z(ck31Olv|56+a8yG4XnlgsZ1x?`ZTFLd39|R=7X{=xh(@3+QP^kGrY-
z@v05r{O|iEVV-h$%)`%fb-Wxbea1iV%2Lq(>C=Ti_GB!);90?Xt`M4rPmO0T(ZDys
z|HyWYGK@Dr`srFW5l*}~bDAly3Zysn?V5j@gYQef>JiRb)WFxjapgTns^K(0`T574
zoiI*2dXPIb7kxi|+fn_l2yVyng>e_qeZinpdfS~s(O9Fr_iT1J>PsH>D*Td(MOnN<
z8$$-5bu-y*&Z_~Mg@SsN4#xxD_;DnqI2RW*9zJ=0GYCZDNxw_hV)3b+%a;M^C~y{4
zA$Xo~tw51I`@<F=HsZNrVYM4Q$!L;y^!jQ|A&3%Q@83%AR9_RC7p_p_p;}~bHp>Gq
zELO5`%2g&poXHLGLt5rwePZD7kb46R>1y+wVakSp_7{-@G8w=vq|s6fahP=btf2Py
zI{2(CKYS|6AH}EQuP@{gQAL;VFX6F30pbDnnW|eP?4a_u?D<UvYa`auYw{F)J01Vd
zEUXPqv3XM!e!1h;yQ3`LwprjWEH4%$PlFc^l=VVfTd?5gCx4dfRA}b{n{2ysXt>7~
z*uJF^KQ2mfU1VuR%A-00B{m(VURe`O>8D_D?ea$2S!?tmeEU&u%b$tG<0tfm&-%cF
z`8l`RO~shUoV;>!Jpp94R>Y-DCBdn0YObPujrheYU-!>?3<&T~o>P-1!s@R4bLNI|
z;6~=zkzjye<->Dd^g|8O(zSQ8PlY1mfEeGRb{UXfixf5`kRX*|_QqzX1pI2>yqaVj
zjD!fyyFyFmRq%3Kbolu%b+Act%-6p@3U_7XM4k(1L~HZiCuL5iLTFDwl{t4Q-6`2t
z09&cJS;y}2U#SupnmZ(HB}&7{mMKoH**3`R-yu-xUWA1|hqPA6bo)(1awzUZ1>{Ki
z{A@My1(iEdc{gHm&|&n|@F%?-0?MxnoN`ht0I8G>)1^!C=%>D&r&PcT?1mRFe%>7g
zJ{+l;=^FLW>bf`@F5iOFR+&PNI#Mw+CSkg2xCYHwO$$FTCqjVQ^=msSed#c}_lS!`
zH2$93ZqRW(3@wzU>!@L2@J4F(dps`<GXK6M{IIHmvqR&&SwsQ}#HF5pP|<A#%Oo`=
z%a@J#+TrWZp8sfIpY;Byq<$EzoNO#4nv}uUJGWvqSE|8U*x;Q?a2%fbeqo4JwhETy
zKTRFBs(`QI@|Ak|smLvKZ*Z$~H8v-)^Q^4JLD;S%Y5#FK;o@J$jj*^%3}~^HVg6hW
zxlJun#e|ef{EX#oL6N2S=jmQP8}CXWcB|bpyxW3yx$i8L`a|KD#osCJ>KqIr94qX(
znTD)OX;bApoZ!RGeW3-68rakAsr;fe5477R_5O9F<GS5KUTX&lQiO+FCulX$Hxv8C
zuc`}vn(2S|rc#B0Z-i<R$BWQg?LRZZU0p9s9yHJtc2@wc-+j^Fov4_$b;f93stxyq
zX@&LrX2H9`)|PU`4#X?GV_mX^VD$H07_TT5N7_PrhXP3;z%*6S8E=UURe4wRjiey>
z0h4UH0b<svOw#R{H1Hg0b6*;vyJhCyvk}RUK<;7B&RNEMWPQIt=o3=x#=b%&{brX6
zkmQ{TJ%9NzOc_L3ndwl#QGY4h-G&72MtQBt7DeEz&;I7)-Aa5A<u)KUT7wsIk6UDW
zkx*7uS<8l&jdI<O6J8R!vH79BS$c9Me9t=}*7mLuMmcr#uMB3vjs*_qdt(&5aQo!l
zhr9EUdxGG8$z(JSPPP6RjiCE@AEbYUci53ZL+9%Fgtj{}1YV#u$Je2Yr{Nvzuv)B|
zNpLF(D2Awye;R)sLZk^ln%poZBHL@oDjhR`!w<Jx|8*q8nEDnDhL9@QbM5ZsKj@6g
zJ5#tzeT(sl*riSV3{F7$In%gCP{ejZ*155rhVhVBWxyVNjR*riRx6Unqfl$UG(Sr<
z8y42g&RImzHKEdz1~Y@+DB*m{PRgYft1c)7Kc?1z4<%sX=yVgvY!d0!Hq8Y|&vCyS
zL{)H*O=d6ModbiLIeZ@u7eh$LvBhty1<+!_vDRK+2)hnGc+~J(0|=*_v@-9`6+$E1
zBhEfE64ZyS9Tya72hR)tl`FI7fVITov$aK4kid6-pUKl2e5sy&_T4B2x1OFq8OuS%
zJ$rm>&UDvfylv+79hZsl`SjnoO)0VPayR9bW|b2z+!_p!cF2NbGc70enByU1tvW%A
zN++Y~tHWh82?X>fd2cp-9|lD$*B!#E5@GF8lEIefYAEl|*<;dlAHpLPPcZ~#qZ7I(
z3ec?@z1!8%ugl7DF70Gm^xsev>g(ef2&UrxH2<A0>m^`##JAZss1{|G$t!(^)u>do
z=}j0r5$(6CMb^jq(>rW@%#;EVTU&1a4euqiK)=oE0~x^xd?Kp;C&)Gr4R<{3)z|Am
zMZSW<>hgQAsi(Nm<5DfW)jj%gmZ2F5UD80=ZHjy;oGN)+%h8f4*x=LILX5a`sc&G5
z6`KBda$=~p6?iVYM7kWOK+?(om?k#Wfg_18+@Y`*uiyH7_xwgK-gi}RF(V|E!UxAR
zGaVjZj7c3;{!K@_URMoE%g&QvqlTem6>31y=56qKF%?{0OZO9q??LP6xg%Q6DOhy2
z+j63p3L|G1rC(n!hBd`wpB(0%z&jkfW8++mp5*sGp3Ko<_mW5NbqiB?))#VKd%Ye8
zc4Yhv{6~Q>mA^@ZxBQt<`=7vtJhLqD5Dig%U-$^kYuVCkJxN$BKkM#Un*f)Z&rRHB
zCBbD@JrDWA8F1>gv>JbM2J9#HO%*G(p~70Xs2iIb%H15k^gziPn*xt}{fTV_of{_v
zg?2nca|;8H3w00Stv!3RUSb%&t=LBRdM_CHJ4Xmx%y}YVw^N%#V16?$*O!&)(&_bE
zg(DYfFUujg=1Z8eRujy)F#N4?%fLbbUh}sKDfCR2*;Z?dGz@PxZp{Ai7#tp4t!xjX
zQ?`g0YSp_0+|e=>nN08bL;a0{c(NH*UbL=A2R5M5XugW|+gj-8cGS)MlLCtC1kN?5
zWKE=ow8!M;$3ush+P2=QMC?4{K3{#S7`MGw7j6ENi`&JbWx_o>AeZ^xo9!)SD16H3
zeJy__xa+I;EUe^!!I7-(#&ZSO_RZRpMyrOZcG*{fO++N^_B74sZ-H0VSt;MznxUmL
zAigRv9wx?jZ4;*}Du#r&?Yo9<8)Kx~*bURL0*vv0y(exw5#P~t{}#%Wz{U+Zhh(cz
zcz0vZv(3C&_&!Ma*?m14oELtnx&3?~{-SnR-Y@k)$^LS`A8gG)U7~JC1-IkUH^%!C
z*YolF!Oo_QghXhn{*Tol#u@mcHgy+BmO}rhlvKs=03dXhXLOEF=K)poSv2WV4kjy=
zdk{p5!2NIVn~h2uJiGAwiRsTOxVAIr2gg_@D8|32|8OM_873@9zXGJ;?TMKA(G4Op
zM{<>nU+9J{j?WgW|D!<s@OZGcl{dO2B;DL=9FO<fO}-wnZ^Z+9(kiPI!XW;Y(F^3R
zA>fG6S0)W7`td4X;H$b;1dkE}$HhxKAy&RgB<VmTH2-&>H`TcX_xD^oa7VrX?T_j_
zSIVo#eSLZ-vp+Q9_nZ%b9eNa;X|$hFYbV1NnN~8(oGu)2A7pyVPr^$(UdCxW$^s{@
zK*rA5Ecku%O-;ddD>zuQE>tf>C`10P3p#SlL>xR4*<2#-hJmEnp2=UuXz@(u{^z(t
z_-iu2`S(2;9EYVi@(H0pa#oW&?$Qj8jYjJKR2L!t?<A&=sR?+By>kxtW<#RdXS<+@
zcKD|3bS!N&8{D3S(k4X1z$_~%Lgr%${^H>+&G=h`y!+itrU=I>kwJ;{eEXYoNKGGN
zHYBy;w;2<OiqU3Rw7VI4ON4}jjB$<R!ZhIIl-uJF(E-xGof>OjJ;A7UkrDO%`OqKL
zcf0FA7Z#1a4`_9v%WbIKXVyXj2~7`<^9iLGf4d%c`I0er^HlXjcO33|(WkeCLW8X?
zi_3%)26T`1`fFyMch1<u8hgcpNWtIRe|Ap^#KE*>R}_zJHKZwUgq7I&;8dlLirPss
zwrqV`8?9Z4LeZ<2w@4E4pTL_^_TxVE8RAj-&M6H(xts9zKC!_ca&BU`>niY)yF583
zEf3yq<el$RCO`;}zm^K!KVW@zkic?uEEg>e`}P?PwqX9;h45(EQpmY5>&v@PiOM(R
zaz+A5q2joXS1V5iI6mS{7iCQaM_1=~QHCbSpv1MPeh&q2wP&toKO!+*u=iR|ei&-p
z`nV_AhK$|^s|Y;O4jA2WQj%5i3Fzc-+9udlVcVCo{CW09++#qv#K`xq0mH=4<a`fF
z0)^SyEKy1}%yXQIE0&<(yui$rsWUXh9VXYy+<o!H*#5-UGi}f&Jt1)6WhtDF+Bay&
zK?eKbVd6b`5-^yaqj#8OU{1>0w`N=g%K8dQWpufYfh*<F!luJOR@po<olF9rP6e)o
zb2X?+Fp}zUa;IRYSV(Wc-E!E|>+XE$eIls6IJY&~JPl;EmjBtsk|4e@`V;d;9_D2!
z=sn@gh8xA?nscEgu(WbGw(MjzhUj098rd8L`Hvz;#Cvie=7#)7BegUXvPibRcpw@r
z1rJCbZt%r<<8O<UDjRShy}!%WQ;mewW)nVlO@w7_Rh5s!>6pu5USq3O1Zf<xb`e|5
zQEB?*qg4AsJXup&&zq2n6|dfYUY$z97ukXO&7Bb-_uC9IKhmjLV96Kf*)r6-qVn=8
zp$G*QzIGG3iom5XazuIu4Fw;)T;Cs6f^&v^ayxhFg8a3ri}wyR5THRkNB@Y58(t~m
zULV$cg2NkWI))c&km>z9qb{#>9QZS<>nmA=5px1ZC;A+L%a!|hy=FN4{;!2~s=f-#
zr*}Ku-;@VZU+r)D(v=d^q<^CN+|?le=6U$#7nyi2l@EO5vT*kv-^b?Dw{WR-%{Xbi
z5#u76%j5Y7)i~Qk74eMp!$W%?raufJLgc`?xY^D)%>591r}G}&vt2bBCyUlV)4dBy
zaxNus;%sSBo-`TwL=8%xvwFg>U2x+k_=3ji`%LF5<3Tlg+tC+6^}tmqwIV?GdOahH
zIy7o?@#(>w;`$W|JXSbkl9w8VPWSFPyd$`lgEb>X+lX2LC*PQuBpK?0T(@9ChHVLq
zw~4GcMG@hx*uLQh?;?<MXwOsXWH>xFC<wby-iQ`a7m7dArB}hWFGFeT*<eL^LRC_Z
zN8a=5N90#XKsz;17vB|uK`gAL`?i;23y-t-yLxXty&N!0d|i(QGQTzm@75xa%Rjq@
zqDcdWur#TumUCdv%F~y-FAshszvyuFBBE!R<Cm@JB>0?~)m2CjkFXb9Rq6>%L;l4}
z&d+b;qd;xn$beK8etI19Ni;Yae0VoEFY47Ivm@`Jn*|A|QL<=xCZiHm`pH9Qp3@ao
zCn-a(B6<W<w2#22GfhH{P&K>zjEN8%A{|Rv%0fYz&nX3iBrxEpV;1k#0|Tq?(|t(y
z@2wc@k_D1c`ss-Pje>l7PEf(5K`<UBlV+;d6%co>RIDw|6v4k}bMFT>{kU|^fvwLV
z7M*il9)(KP;o#K~JBm;qQhF_eKfg_ZBg+IK(dGNqs9HbjuOdwMWR+h0a0_aJ_p&1W
zkuM`q!KR0ibg>K#-8&g>-gHMRK{Lv+TUDq{zWwj-N(pW|mK4`>A{2h#r9C-ApZi57
zx3Y!)tAxKw%HnV4D$%-`aI4Rz7##P1&M*Cyf@S`1g9DVv$Yc80JN<JEZXvjo^H$#o
zhx*asA9~GXlnN?VUA9lh3tIQa&7FOacWtkMAw6~*<5QF@yqN+Pdu`S|{<^`CVbrhz
zTLvmp-X>}b(&O}BcMQffr+{3F$fvvVHPHO$&VbHs0!|F4ZLB<_TRE%OPha66!RU9V
zx!>PNm@B_v%C}qxgsE{AZxK2)lGw>zJaaV|Ul03<hWN#T^@p4-X9x1pYvt6=BSR0s
zhWM{ImOlxv_Ub%7AC-?4Oi}XZnIGWM2AjTzeuWs4{hm<sfr#cprvlhq)6i^qfBWSH
z3TSn33<nB?0h8~6J-Hr!==jSlgZSt%sEYBO;_Oc$pi2$E@QwLqBz_QC(Mu!3#CK;g
zb**}k{4e?y|K}`7ANw#Un2`<gTbg5bX{SLT<K*i+b}!%>@aq&?Z3Tt5QA<(Wl@Q&}
zHZ&n#fsPH^Q#%|o;omjyWQX1y$Vv%VwjIoXeSy|zl%s;cAU9Ye*pl9Ym49rATqYC)
zqv+4L({!Hx;`R1Vhlfkh{$};C_%;eS{XA_icC`hbWwBjlHK2#lv!89>>0f|NF>jgc
zvTpzji!N9C>txVcT2-$7o{UBxnU^=G*CF$*<&N6SRB*pGX(M6c13zXr<o?ungH*YY
zDgQq*XfN#$|4J={`?SWLf`r%f;+n19`SDx;a0uLZ88{OQnj(*lc8}HqL*J9Q)1KF`
z$UacaW`Km+g)(GW{aR3w<>_E{qF43P28PRYsI_O!U+edw0_;uW3pBbzPdXn-dG*J=
z23Ze3JjlJDf<FdnjuTwD&=POwU9i6b*iZbstMLzEP-*=$VdpDPlxmNC?Ru{UC;fJb
z4u6V<d|T6K7S~+7z-{wyt0Wb~j2Kfp3?E{w^hCGA;}~cPV9|bkf(Ac40+Pn*F*^2^
zERSqky1i!m_5S&ODtgq%41|1&1=SZS30y36%SOa)7x4@|0kO}8Az@P<KFfAw+sD$3
zF+9SAuBKKhTK+n+%F~d79gKPvhh2(*XWH9sY>td$apo+?Ckt_+rCy|iL_~OLYW@6Y
z6}q%d2-c+*B6A(*W`{Tubd_n_RWRMf7tFn)jXi~Ev{n4&*^zoYvZH6)r3Yk)8|(P`
zoS_2mkQF5+{Yf}k;Jz-rD+aEV5!5dKJ{ba9(X*PW(?nF8we?SIE`=~j@!@ToJfX%!
zU(WrtKR)+X`!~Cm3z2Gx8hgIRp_c9f*|EP6c~;f=xasyB^SO$G)$tn4uD+(t&eVb_
zdt3eaPqji~t04bQ=1LS49QP4PY=T5p!6zTsYp~T=hxgDzJ<1b?E~LbK&cVwpTc_xj
zEL>Vy2<mVmqve&aL{60sOrY@8|7=S@pUFOkM*Tc^vXj5aDKi3!kA7Lc6cvOgg4U8M
zTY`Y1^sLzLaWZNP_-B=uq=3-Xd7^1SF6Ob?D|7#j1gUHOXI<&1MKSc*`&-5o-1N=B
zDMY3S2x-pr(7|{q433o^V5S2Nb656fCoKzM<nDPl+C(@SesQ$DHcbzWe9@QPL3cvD
zC90KMS5CmcqoFSgBC^4!GXMC(#aM{noNPy2Eyl?k)C18!TVOTtPI9)CE$W%-b3{Ih
z!)Pt_V>-+v5F<^tN;u@<rRO&s<{p#~fX^c)QMRWP)68N@qnk7FTi}To{UX`$Xj|;5
z&EIR`$mK`-j#zdAZvop##aKQb{=AcAL8<_@G|!%i3Qj|Nt)2?g{tl2e*+S+#n2v`J
z`X3h)AYt?7u$4O|RrEzB_<NS24DTkMVYD!9#Oe1LA-=`65L4gx@>e+FA?)!Z_--2r
zhH|Ai^T~r97~j>9bw{KG^<`Xs-EPW;InS4gAR3Q5+WNJ3S`pD?>W01nUlV+}eag5t
zu@)G2cJIC-Km-|O-+`8h9C#S=bc4G;4?donZc~FQboBJKPh*LNrdQ*SkDg0`mR$QZ
z=ITfka<QZF5UgXMPFjJe(ddOwi)Rjqb<~2}&)PP@A$yo0vHx<Sqt(ZktD|<=mEnPJ
zm4Rb^)yS~f`Gnleb=-ZkBxNom1p?UjiX2uW;-!l<WM0h#yyEeE+v+|?Tvc51mZJ}^
zLN-dccwIH({qjv2S296uRN(z9dfzzq_W2XS2Rf>iuu1Q|rdon3*6-J@eNP1~PLE$=
z$&b->)4^zYx=`@<AMB!>uSYY+b}QaO11#9zJm&Vd6zlxRYam3UBO%i(p^7co%b;h$
zy-vg{K5X{2yv?9wakbybB^d}Y*}=SdNDsC9{F&CT1g~QAETT;{3a$<k;&QG~kv-pF
zve>W%dOmklWzaJqe|j4%`M&!Ct2p}%b9Nc3$GWd(&_!lPUl*>H!5FNlmX#nDWnrY_
zIkt<-R51S<`>FCm7ZwB?e<M=^aro0<HsNdtEWYUp-&%@z(nd4(j$S<mq|3x;Y|epQ
zb;H4F55r(kh7k8l=v*DT7hhd3*p?6VzwRB$pi8M96w4ILiY(kIMk0>$R^#=<-pPU;
z`4C#8B($x&4%4`MuZCFC!zoNZv>LigVPrGkO#QAPRE^r{VtYRlzSq0W{5(?%B+Z*+
zjCAvAm(QP^DTOSoRpxf$BjwUj@P1ovF(RZA&i5PU{3ylPM-R>&@};1S4)2F98N_qU
zEULbRne+^ZRCL;G0g7;OEKyC|pzc8Sh2y7Pq2`bF(uEtvFly+n{>FxcF{SD87wqVr
zZHchR%@l{O@6*FCQfk0xX!J{ilPl!tD@%`C*1(j%0afitEdG9xRi3R}2n6pkee?-v
z!qV)yFczg8(C3kH`7M@;7i=9!rzR><>4ClJwxA9uPIsHqKSzW^if59#uSDU8*)p}(
z9QwvoElD9%kq9;G91EBElYps(KXb1E1+#ob4zXF0;P@H0vMVntF`e1LgLA$Hyi7S4
z&X{MTo{bwLMW>no=idw&jSoErAFgq^uIsVrG210F+gpXo96y)e3Rc76@YTAN8_m$<
z)7+KImIKuD%dsN89dNhshV;-(19H9K+wrtC1KNf3ZJihNas85Y!h^f1SUKgN^^ktf
z``=yG9gqpZtD<i<>#JmA=nlgg+vqBMdaXQqHzT0}=B->#JD*PgJ@!NMQ&Kf>GdlTq
zH@h~(4gZX@o-Rg1QPSj{9%C?U{r&3ktx7oMb>dxlK7H|^%Ob<VG8axV99ByZ>jCc#
z@vo=b3xKmio~S%n3n%L(9{JuX29e|kQWaed7|q{fH?v%ZPZ<t--u+mOHKXZEn+faT
zn4J6Tf_Qi%ZjFkG+kT85zh5Fse*V@)CyhU)EW-Rz^U$l=m0d9yb+X<3MPUK*ee*sw
z|2iG6rz%vltj0iaVsr6R6*9!XFH7%bD1^sX0*gBbTtWRs`VQS))o|}^^<UPUENn04
zP`SrS#ec>R_-l&{@YYwi(*#cX7TOM>#9NLfbenv<amCe^1kcuJ-D?tL5Q-i>Vdmrw
zPbUP)6x&LOyE7{J*8ee@H%T)7*&B#=2TEkRIP)=s<wX48&mvS4wadG=Qh^iQj-TI+
z(=c@Zz!CI{ge#3a=Td*sbA~}o?v)Cq7?88emLabg0^GF-TjEw*aLldn`n}DiU>K!w
zTbBJ6EH^kQABrNw(dL(~67&q{rB`X%BAf3ZhrD9V-kUD?*)@pegc4ofCnuX}z9nP3
z@qv&8k310AJ*>WMunbwOO<T%X^U&{Uahu>+B?`Q9p8OD71kOeltG9JiVC(ke+Sq%o
z5PFSp`}m#LE@*#nf+y-P4XqcsgYGqEpsCcJO~H|QXt}q2d!o}5C>Iy*S@>8BR^kB{
zSLu!@<4z0H{>@}Ctk5-cksxCG6UTwJbAh;byN1hNO-~qBA_<;xtpk<Ck+RgtIApqe
z)n{*jGfayt4ss6{!3ndg_mi$yAP-?OaxPG$5BJrx$h0vOgWNX7%BPa4kd~lv+exGq
z^R;xcX~(E|KX!BRL6ZhJp)Yugt+WcWGuJP@n5_Z3<rl0y1PZ>0zw$X^TOAzoD_Y$m
z7mZ>zlabX%REP+%dHvvHCNc(??DNd824}qvdxn8rus7<K2zgKjgnvzv5)OLFsLZxr
zzS*cA^9%*bJq;3o^62ml!-O>avYhwEd@32gT;{ZN@6N!JJlgKXw;rSEf!?5y{ZBBA
zCo#~htr9p+P0@~*m7;O^m6siXBrF;a4eP3i1O~1*e0ieDkmDYCJ?&o<8od?Yqx!rG
z+$=RO=43_@(Dn*TPlI|9h=PG)^>hh5)2d)@bgshtkCfSiT+(2$e)d5Kol^N;>}HTJ
zy@O(ZdXJ}^O@@Pl#}X;GvLR$i{@_LW8lDL^?}74FAq?MBW}i!S#OW3j!<nB2FfjO5
zpu#90oSNR)>zYyU{YnZ$`JPl{lWLCUFCnBt*!=nDjkki~gvi^Gq!N2Pbj~-~N7NIk
z`6dQ8oN^G~`HW1f(G$>o>eA}2H?iD6*Up1X-}~;I^wagG2NtBywkQ1wfh^Flz0MQ`
zLr<qRHu~zIaal}$bRQK+Q~MdeSkO?{?`vnHMh!Z7{(kHv7mn{)28u5bR+4aWlvlk|
zh6p(f#Hyhu2`DA3@~=t3AK5mP#76qaP%f}GnUos^tL*CgafI%4?)_=vy^oBZpB7jX
z=@#psyw?$RVU4(poarL@Hyir=HWgIUY59b`_doSd^t7zmS6ffVQecwkE^iw5Mw3e%
z6bGJkWc)$+OPIgvgYKbkj%?PdMN)+J$Fu)(@kfI9**qO8-ZpxrW9y!V$1K%1^%WOD
z={;{Qw~-8Vmw!qwR8GUms8`9HlL1&{F!$P#&IKzA|8RYqO-7-~)<!G3U2pyBT>OfA
zH9Y#&d~8^)9Bh<d=~K_g!E3pzjxX6#@ubsbf}k;_79_~0#yq{qaFTGzKKFMi2=^`-
z{xXh4S8|M+@dgDgV`Z)WRtKO?Fl(R$7a8RE^`G=Grh%({=e~*)<q&(t!S=vaS1g=p
z71Bs2!q&Vyvic#dkYjZ#;_zY^D&|lw1eZs{0bh^5j>l>E%k_goyf6`UHOV=qU;b|$
zKFUIm@qfGW6A$ZR<t!v)hi)JG-v!6VMX^~{UjJL07r4Xze>?S(*7peoBkf(oPf%ER
ziBn})7_e>19P*(reeROZ;$E}!!d*vPWG%$qA-7gpNcT|?lvT_m)aM$2sKlFwz@LtI
zv&Kf_bk!~3JbYx=i0K264bX87tCfZ2Ilh4}SvI)qUY7m&L*lq7OZ)dVR2N41p17S0
zJ%pV#*NB;8YDn1cI2Z3crU<&#8jlW8rC>|UKE9Xxb>RQ?aHT;_T~WA0sRocmhy${V
zAp4ROkfFIZl|>>LO9aXy6h&!kMGDBsCJ7Q`QQ3?jj?`dbiXz2mD4=kkEJ_hX@JEFJ
zg|JxJigW<k6dT|^f1UfzJM+!=edo?S|BfIo_sP_I$V{SEc?>7Yp^ZSDX<!W}%8u5c
zr!)#E)>?s$&s)2Zd2nv?!Z-~buG7CTMe{<6>jjfWXrr!Y2a^3Y3(nn#Mrt#=Zu)L#
zy61c$^o<DSp>GncMQ;{^P{ikL;Aw3DsE-jVbxymXx4R<qc<tVxp!nUuIkq#Z`A)Pt
zU2G0|wS;_UZ8cChuN>bsWCA=kfl%0Xu2Za<I<w|wq_k&e1fbszuu1DNMHXf`6W5LX
z0Yx)|FYn-l#FBJ3<z8K2^m=AjfD3OAYVV-yTH9Iy`ImL{$U*?TF(DGjk6jJ!1*$Wn
zb<$qgJ@f+AVcOIdAAdyunB5ugasW6Tuy<uI)6kvozjQLaV+}e>xv9mEjgYhMDG4Qm
z{z;e}CPd=oe7q!I&udj@t^^t^B2!0@^VX)Lw8$PEMK@LFEe(KhPen;zk2;z>t+SNs
zJH{9&WFL2Z{F>2#9WuwtNJ6U^r${5u({fUsnXI=;SvzD83^X%cewXN?!@rib<gaOh
zG&AW!t3(Cq3u3nO7B1_5vYNDrhLz=FLR<_K$KIhFW~ITrrZb+-Q_%u?c0Q^Mo+`Td
z;>SSC`2QHeF*no(wtiq-#Vr$ItM_7uNMZVzkPL^n0W`{KYhn9pFn?CuGHfrm$e0gx
zQ~CSkUk%pITgw#6qzz>64L5qW2i?Y2lMZpPG964P3ggrzhSR;~G?<xuEjI1sAj8IG
zq<|)vW{`L2SqE>k_hiqevDJKR5vhzMl!bwYw@k9aI8^3RzUV@W@mxazzKrA@B6}~z
zEz^@(z3w#WkS!Kw!^4b7pgsxT#PJrDxy*JfdN13_QSy@~>%#f-P>5rD*Ae!5K0(wr
zRxgWv_D-CO!%tx^j-K2ur5ahD+~u*~EaYyZM?WFo2Trtxcf)(;bH07<l`y#6?ZF#8
z5y4}HTaGxeYG9njj6#S>FEO@%COf1?1gnf|&(hzu5fY_;gjX8#h^{0XCG>AQ)E;&8
zR9tH!h6<-dcUw~l2NhGzrj=)~$yIIJeYrn~Yb);cW$C@dM1~gU*hDF$CR48enf(f`
zv5$(6eYg)(D!=kes_2BOOh?DiB?*uC5F>Qf{j8Gk-yK^z^h!h=XdHhccyt3wDgFK7
z`H8SOG-RrYl>rZ_3<;)7Lf~)Z-K|>JIfRe+`A%O058}~fg{+}d;qd9z!t~6bIA{W^
zxn8HMV9&O+<w>OyVsDn|eEDnzlvdC1Ek*>yXnVKYmD&RMP;&0l{J3Q<5o@cXX!=VW
zEY{y;JZKn2JU?PP+K~J$bPaMoXt#14ruwmH(;1OOk$7L^)aDB>wu{DZxcKWB^5lI6
z?@AFz#gdc2@P|CX?3p0JgE%}1$V78IPULCi3E~q@Y>ozL0u_&jDD{;5Mv6EkX^fl|
i(Io;37uQ8`jmf&$vtpH$LHsp)9xrK`O(hw~fc^(A<R6Uy

diff --git a/bob/bio/base/test/data/plda_model.hdf5 b/bob/bio/base/test/data/plda_model.hdf5
index d2d6285d520c1cfef63c46ca520ee4549a5bb652..d804f970a79129996f7ece83d4a7c12fe02e41b6 100644
GIT binary patch
delta 163
zcmZ3Wxj=Kn5@vSwrkN283=I=Ewr)0Hxx&Z-;!hS3UNCtDTMmTtL7-vc0glNF*iSgh
zvui{v_5R+U|C`1A%Pa-^SD$)Le!AsrpDd83;O*{vU~5>e!O#Ei?Qe89q&7BAw7U+a
ld#ZQL`T-PY+`N**nFDO><_`igFx!OwK!gN@Ss0NV1OO}jM4SKs

delta 163
zcmZ3Wxj=Kn5@vQe#hg$EhK7k7TQ?i9Tw!DZ@h1xiFPOZ7EeFE+AkZ-J0LSD7>?a&=
zuxUgq_5R-P`H98-%PfWcYd`gz{B+BAe}X`og15WxfvsV=20#D5x1ZDBklNTd(QY=B
l?y24}>jzMrVe?83XAZEjn?DH1z-$xx0}&DsW?@8f5CB||K|TNg

-- 
GitLab