From 446b1dfdeca49a86e3840e423ae5ab9ec51b0212 Mon Sep 17 00:00:00 2001
From: sharoncy <s.c.yates@medisin.uio.no>
Date: Thu, 7 Nov 2024 09:33:59 +0100
Subject: [PATCH] Add flat files to test data

---
 .../flat_files/report.tsv                      |   6 ++++++
 .../flat_files/test_s001_nl.flat               | Bin 0 -> 293403 bytes
 .../flat_files/test_s001_nl.png                | Bin 0 -> 7947 bytes
 .../flat_files/test_s001_nl_rbw.png            | Bin 0 -> 9842 bytes
 .../flat_files/test_s002_nl.flat               | Bin 0 -> 293403 bytes
 .../flat_files/test_s002_nl.png                | Bin 0 -> 9354 bytes
 .../flat_files/test_s002_nl_rbw.png            | Bin 0 -> 13647 bytes
 .../flat_files/test_s003_nl.flat               | Bin 0 -> 293403 bytes
 .../flat_files/test_s003_nl.png                | Bin 0 -> 12360 bytes
 .../flat_files/test_s003_nl_rbw.png            | Bin 0 -> 17541 bytes
 .../flat_files/test_s004_nl.flat               | Bin 0 -> 293403 bytes
 .../flat_files/test_s004_nl.png                | Bin 0 -> 14050 bytes
 .../flat_files/test_s004_nl_rbw.png            | Bin 0 -> 18677 bytes
 .../flat_files/test_s005_nl.flat               | Bin 0 -> 293403 bytes
 .../flat_files/test_s005_nl.png                | Bin 0 -> 11292 bytes
 .../flat_files/test_s005_nl_rbw.png            | Bin 0 -> 15475 bytes
 workflows/basic_example_custom_atlas.py        |   3 ++-
 17 files changed, 8 insertions(+), 1 deletion(-)
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/report.tsv
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s001_nl.flat
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s001_nl.png
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s001_nl_rbw.png
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s002_nl.flat
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s002_nl.png
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s002_nl_rbw.png
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s003_nl.flat
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s003_nl.png
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s003_nl_rbw.png
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s004_nl.flat
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s004_nl.png
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s004_nl_rbw.png
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s005_nl.flat
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s005_nl.png
 create mode 100644 tests/test_data/nonlinear_allen_mouse/flat_files/test_s005_nl_rbw.png

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/report.tsv b/tests/test_data/nonlinear_allen_mouse/flat_files/report.tsv
new file mode 100644
index 0000000..ccba7b3
--- /dev/null
+++ b/tests/test_data/nonlinear_allen_mouse/flat_files/report.tsv
@@ -0,0 +1,6 @@
+snr	name	segmented	changed	stable%
+1	test_s001.png	64578	2991	95%
+2	test_s002.png	83702	34124	59%
+3	test_s003.png	93593	67152	28%
+4	test_s004.png	97022	44431	54%
+5	test_s005.png	92810	90411	2%
diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s001_nl.flat b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s001_nl.flat
new file mode 100644
index 0000000000000000000000000000000000000000..e82b1e4b1019ffa83475844787dc639b2bbaa83f
GIT binary patch
literal 293403
zcmZQ#U|>ASz`*FpFbYOPU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ON
zU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU
z1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0q
zLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ON
zU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU
z1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1cqY>NHLHPsT&@H
z#U0f3)u?HsAwXORke~iBbrNSIK2?}zk}rbKo>95c5E!f>Kz@qH)JeG?G0h}jgmTx6
znlKsy^b7&=(>iXQ<hviYndHlm@0wAaqai?_5D;MyA+f(G&43N!&n2Y$1)q7C_Ty8H
zT~35_CynYD4FQ^l04Og)F!nTy5XH;^_(c#p5iC-?g3yIv;kOZ07NH9_3*vJSNs7xx
z)sBV$?Lq*Q8X*{Wx`oJ~rgy?Th%Qu;6n~)VgzyO4ickU3fuDr<97K}hvQf38Awb;_
z0Hr`ojG1;3shbiOs=37Z1XYg|))q49ZbCOziUBheM%%H(#n7lKYK8!|bcn4VNqU;c
zrUNw}5a$n6J)=32xKJBaH8ev2dwxXDk=XJTC1R-gi<nSD)j^5fn0k@T#vT^LxNua>
zXb4ai0@%|YvM6TSrKSjSKEUS_WOdZ48*%#s+5gzs_*^<FHyQ$zgaEemhAM_T-BLpa
zIj7<C2eP`+9EmTaM&*WL2%zRUY&=m07^FtNBV-05zu^i^gbG4tQ9~Z)cWfbpEQZUq
zqvE3>KuQQ8rzuP}EH%PtYNT+&W*~B$6oyxj<!E0&g4_!8JB-E*C1eo{2agJjh5(Tv
zfSisn*|7A7N`q1;?J;t$L-!0qj`r?=*nk=W5FTcDAw<w!Jjx#p0m31GNI#e?NSeb=
zLeeNHqzqPw-vmUiL$4#BAg$xWX9hX8;xZ3=NI*m}Lk}iGI1WZtjD`Rr1Yqd~8x2Wo
z*hyTe7PmM#d1Ew3B4TQkHT**WTP}o%Vb6ugqPTM&HW}=>5mgkMK53+y@Cm~cq$nY#
zjzl#dorm2%e4@zy$Hs<)9X1ll;iJsa5Wo@w*isEh3|l(GE`~4V!sO8N05N=+UIY!w
zi3kkx41x!$LlG)rEMn|IRRhzBpT-^%n4+MN#EwC(AH|~~fEohW(+Xy~!Y_g^?V_f3
zQhCTGKV^8zfXII!7RWCk8iGOcPtn$~l4>8adStsX+4w^QT^4&dgG51o7{#L@01E+7
zn!v>9>4^{@Grb~2kkdHnY=k+|44@nb$$Kyo<O>-430QtKM}op+6c4=+z|4gp5kff+
zmppR5L9j{Bf7o<D%md{{2u9>UbQVM&L_+jnGmTU+h)LK;Tw#G<92Cmf@X$*^qb{aa
z2w+POATj(Y3BN36iX}DW<5LgHV+f3%4-tHX8W2kw>--8ndvMEP`cE3ZUI~B5V3P%f
zHa1MH7#=leXoUc_v;Y#rmUf60!%VTbQ#a`{p!|ivh#ZK{LZ|_;MswuQN|z(mwV=F*
ziHXg5xYVKNNYZm1ZXM5{{X<YL17Y-hh~R@{5%?Ju>qwC6(EW%jEQl4yj0KR$NKKa`
z)8C*N$A*bbL%7u;QY$F!QWHO8AU{Wf^itC;GAQG?xI=?j8EkO@5@TQ(J&j<v=TJ~Q
zV`5@c4k2~4&5xjbg`6u9bs{<oxqgJ`0+H0slZaeNC{&1*$BY+<$Z$`SBiVnD7{(-t
zO*4elL2@K@Q$8p!A!9^tL!XmG<V%DaWSt;3b=?NZm4rftczMj2fryOcG&?-~4vANE
zlK7NDoJuh&_tzk~2b7OcF(SVq@*pY;p#oJWga<K~dZZWyqpjFO7Cojw{Nb50N2;$t
zF^Y+?rv~yxM{^|kVTY;{Gp<Jalfx<RVvAo9DwpeG3?N9odIw?>q)tO85j7xc&4}P3
zRG{mH@FAvCiv;-`gi&)9<veWhHk{Js$n*=gSOtkuo?c)kfYKriQ!9;w%z@+`Y$PJT
zA@U$93!ws=evlZ*25MoL??E&yRH#RTVhbIQ%(OhzeT^QAAU^fd2`KepVrr#v83s_U
z!G#g|4K*JkcnB4^%m9f~%e9!{K<%C-DDF`4P*0sB&;6+J2jWpLH;RH=sMyjWwbD3!
zawN4@4qyujh#0lP929@(c;uz&q3vVz_@i#W5t808$<Z8%8Ya}rk)l{`G6)>n33LRx
z-iyJDArK`7sh2KL(;Fs_)Ep_xAd6+j1k|F$hY@X3L^~Cgg;0Ud9FQEUi$U%IVN_AV
zJj{?lh)^%|QS)UW11P4wMo`KgnqGy(k{3;KBqEhzXAw@h$SOc79~FaSLAitwM&vit
ze2Cy7R1h)?(Q-v~3$~I1<UZ^edw3v=QY&8~+CH$D9?g@3JEy|p2@!MDYp)`wFl=n>
zsTG$fdJcf(0m3<mn00i+H%EeUHY9FgF%6;zcbXizt^>sl3`1fK6n~UsY`G7+7_Quh
zE{>TSAtJ=&M_S}ai0zmpy1Q}lv4;jWQOaWjWCAF5VKEJ(M{c?wj6R3O3W5g38>JXq
zioz#`E4{+RF;hIM$a9A0cxOFe`4v$EBHF2_EQAV}9$YlYP7p?Q2|5qv16(w|P{EX=
zG+rS35pfM;4aSr?GTj7=5o8(?Ym|_fDT$B>uJj5MM^ESId{E8+VO+TfCXUE&sQD1V
zL#Tl1!9|1Y17UQxVDe$Uz(x}a8FYC{;svJH8#=Os9P1-9{SQ80BgYAh4U0GOY4lV?
zn2#;3B8y?Ba#Rse&H!Otxd$eW$Zv=|h{{5!fa$?SgX{xgRF`1mA^QZKO*m{&RgfPm
z2%Xq+<mf2RK<7?a{zIm{89)#bbELCSQx7RT^ppzXV@uuWVxT;Mz_@Y`OdOHlQ1c;z
zhfo32gNsJkitZ*{e2|~eF)3k$td{h+LDm6^XXKcNum?I#j%@oOaezvK;>nw$b>zrt
zhBP*MN(J$8rEFwzM7{vAaOEDDI3m9x@*pY;p#r7{7Y(uxf|1>Wj}7t@IwmcYkX0k+
zFw)qNcm|QE@eksS>|8NWz6XUoCI-b22$L4O$f}Xk3u$chbSlGuFJ&XkLGlEQ#Fcws
z;)wi)nhy~?gbJ7*Tr|v15RL32d~8gAk`_*=s*%H<6gDW9VHh(V3{<Kd$@XH#0xW(&
zG%0b5tQIx3kj6tzsrb?~svIacpkiG42O^HhZ-_jI%0j4s=)g@P+l%Td{5({@k`_*w
zs*z)Wcs3}WVHh(tjO4sQf4^gfKP+ZoH1Y9@P>GpRNE1P%Qv9hIRTeo<z}UER5J(1*
z-%#@*f`?E6QjZVAY=qFLE+fQ4_?NVB!mb(-55%%yaSfp{(**s~<;b-WGxQ;`f*^^F
zRfIb1>4X$fSPCVSl2PR$c>$HgmxrjkLIBlXRF@IMgZP=0P{OAc5gWv?5U~wmp{I(G
zn?LC7bM%n+0*|gjVg*JL6Qc+<_)-b+a>Vx=5osMYN5FUkl_Np+Biu$TO9toeG~&Y!
zrV<e+gjlecM$nk)g5D`}q}qob@`yM=un5H`LLQbDD5r@{!N}@Bc>og+tsE)KAkH98
z#av0;erH5nBeT%c#^?+stxE~?5J!#;WHutl;b&2v4?(FBf{}9?acs=I2oWKiBVRLs
z;422~5G3~+d;&Utlb$g^>_aArb2+Lii2tdVEAht}L>4)=k=f`egw`o?q??Z#-pDb5
z%7(-mev<OsC<d+_VCfMxl@h~4&I!nD{P_ry-#{ex{P+r-TS4-#39gexwiUr9#_h;z
zU?BjZL7_rf*n&=Jz#n&_Sb8e36o8sWMr%phl^N(EjjjI(ixoogNm+^k>4u~}WD+@z
z630g50aO<D9QlR;0wH+~L=w)C5FOaf!&XB=+(De{QB@&_1cVI=CCV_qScJtiHX1#p
z&@N4mWRuZD8Cy&s#Bj$YWoZPG*07VPDU=WolJ>Ea$T<j-r;tfdUIbxW`4PE}MAipl
zBb!XU9Em+VK&@C1CO^b+$0EKu5|j$iQ_D!sIkfUSdKiPk9XG}um*l4pkWO4_4<t?~
z52DIr&x;UI<a`6lN2nN-8$o#R=SWbfP?jfgkMiJ-dx#8rdZAUi9GT{#hb|<{@sYI1
zk&yI-n?%iVgm{p=hn+;^NYuOt;em1^2$Pc|K_(zf$8P&`qF4XH{D?bD5Hg_hj694z
zF7d@aL=HXGjLf`48(*V`EhNP8k=SFAycB^*Rrp!3^hpejD=$FAL3sw0cd%nnZUkX+
zb0o-AkPWz7tsqwr;|rJ?{NaKuOI{3Mi%op750gVpH?&EcBhysWki|Em1B(l6aR?g0
zBPT^5rzm`ESo$P}2Bmr27?fW?`35@%<wg)5iaC<JHY~Q-gvB&|8a3sN%-lnLU!#U9
zG5HbOZY*;0B1jLuJcuesOiqNU!JQjHGS8r+s<g|IAd~Uek)*X<Q9}Yh4-~4TV$3}0
zgJ=E&kxNn24)xRK$TSf-R1sl~i{--rg6J_wY6<|U$Dgh+WnsCEFb&Fe_%JBH;Krc(
z5riqJBO#{0#j-*G;V#1dfT_R?3qm5G@Fg81Vigp}5R5Awz{HVL&&bR_)b=%Uh!U<J
zA+h9xwqu#}xF?jNu*t*HCt(_q>d{$m89)${UvQD2+z7%$IY)xRkMvl<mLmz*m8dC*
z+UaxTnTHylu#yiK4a<?pd6M*)2dz2*r5VyN;hYFlfu0W$d{BOTi?_}C2EHPP8aWbQ
zEeUfiVVbmXLRC##?7;FQBA!7kT&V#fj+%l-UJjzJkC8(Y627=eP~0FeEbd4h&p}Nu
zr0@u*T$l<(4n$=^@*{n7B*;!wS0H#W_Y$H>2_;Om<m5?2JVRKxQw2x{ITekrs-q-_
zqJ|_WY;j>oydaaH97#%CW2O{RMF^!^IR+Sf!SDj32M5X-FpR6c3K0jjSV5RNbtKGA
zL_UPDKyHM&7ewRp9jPIOO+E2(B?=xXK#pq=8&}GJh$E*YN>b!V*NYsE`1_EcI6=ju
zITDm>A$b@V3CoQj8j=qYB)xMaD3=nKE3xND{QXJPlr+-w75V;04o65?hn+;tix3_u
ztyNHJpd4ebML_in6tmocKn7512Vq3|e-0ke0p$z`#+8Ra;-H)c!nCU+L2i2iaVv;~
z*X?o)vS2odMD{J^VFxpTxIF1QT1%3jsVLBi$dB0bAxspK15rs|BKKOsQUWz-L>iT2
zkOQS;LKxh3h2%hV5|s0BVNh-aVd~~ckPAR1#0v(byolWg;9LpHoiHC$BlKWq5R)gd
z=SWZrfTamc8j+etdy?d4N<<i9hA*-RC??SHXpRKs+1CU{Z9%yZ855Z!A^8+3U&3+|
zwP-@Q(wAX0Pm-If$k&I+kNA3!=s6L_2gMnoc%@eQftdrTF~BWUNSY-?GQ41Tht^t!
z<qur-BS;*Q*Iwf|KLAv7!c>r&Bi}N-#o^{P*u<fEQVwO`HY_wKp$WwtD0Xq>N#wE`
zm5rRD$WNCeS0{4#p@uAi2g`q$G$_sp#VaLg2Af_`?+SZ+bqxzLg!U#`?l8O?WI6I3
z!#k9mhw5qw5AJ%HN(MOw2?hze=1NfPf-q*h6F<H)a&s0rK1a@tq}Gt2n1Wz@ITBlr
zqC`xBK?0USp)@4@;wGUf8%Lf5)rGh)tOf+thS)Jo1^zk`Rv*J?Q2Bt!k+@xsQD4#|
zN8(<S4vAe5i7iJGn<vRhmm^otXpY2{8$sf*{DwU@f<$2|Xq6)&xfNQbKuRERuB3KN
ziM>n(<wXR>mMamhD0CKb${M-(i*%nOhZ}mBBJ;7u1|qJokM2-X6JpZ~YO#@8KY~&;
zG(F>Jxq@;YE)2_WpuC42!&H!%BO!T<<qk?48{}48cp1wwxSnM!%fPu3TNqIyhM6mo
zV;FmH5;={avXN63>FILh>Oc-R)DT7Ru;oS{2GrQXj7>_?1~$Er{D_(|aiw2O@jE#C
zlDKjsNF0{mu;)gQC`<(@ITE=KiRn^&A|T&GF*r|ByQV~KzoN!4h=-XH5UB){g-BZ?
zH-C}tb3~|NhA2z~Gak_MBW4|mEl*J*2I@UR(;^Fq#+Pof$${%ha4m^G<_gMrxG*fg
zf$|=93{yc;j)c~B*xZR<4CHetrbCVtLo0Pj&69|<MS8j%xjGP`2Frh#G^sg~lAMQ4
zFQRsYq(=Oy7MCm{Pr}AmAT+Mr2oi_oH|)6)BnneOpBxGD8z>CcfJ!B3o&<#swooHi
z47s%f%7dsFGc91I7nlelZH=xJAg+W#4l&ZkSy5vN#6ylpa?=7feU#RXpfn7_u$C)o
zEeXnbxG*fgf$|=93{!zSM?&&Ff`pB+!dyij4a%3W{v@sPBq&}nF?o5CxD+|kRUvXD
ztW?9KF~c7-jvykCJc%t=ks}65WyraaymX7M3sz4e@&|~8D?cLkN8(;1Kx&SJ^&!z+
zMjjuUFR47z1Bpp&ZB|H3W2OnrbORGXq_L5n+lcW$BD7%Phe>0GJ|tE!Nk}}Bll!pg
z8O@Q{^5{y8v02*WNze!nW(>nbFw+EPx`Bxx(ikx*a%8JPgcYSNR!B^NawN9AMY<Sr
z-M9=X4X$Lt2eGAKOfhV=B)#fL((6Zj{zcB6;Cu<~SCSsy*mU5oAxWDBK~7~OJHHY3
zJ#tvVN;GsDvowU{K5Qg)awNEJ1dUsOF(gOfPnQT;h-&;KEJvdDC2^l60Be<E??vLf
zWdN4XLG5A?hUG`%<{%Ni!q0;FmfCp|Uyj6<C(%<5f{&ce2&c-CtO7Zt5aEZ)8qJZ^
z&ylb^gq_Bp|8UEKOhe9<l+RRRD|HcKm?;A_<sf*->1-tDH^P2LgcKt5&{^o=j))OV
zmLG#3g=?S@t<^Pn+o!nGB|-+2LUCi*s4J-Mf?-&lhDu}RNJa)mq`e?8d0b<yFw=>t
zArY=8mj&`MWIYe%InocyY$PJq(NhM#HLi%1MmSZDWEGHbLeGN;K4zF>t_wiK5GX%V
zmLn1Qk=*o%O&=(YVq$RH6>Sv{YEFdlU^x!aY9%E{5}zNjxt%;Qa7_sweZ|&4Bwh@E
zj>K%aB2o@I3zE_x<VenO`1}qD9T15gdI&yxjzr`>Y%I!hB%=37UMj?`3o|!@MCh9%
z3Du9dT~D42I8TDdd5F({=qe%ci7lpKV(94ucP$A@XE2N}RgPpiSon}K$_k4K>@*|>
z(c_g^{xHvxcvj7km*<GlMQQ655~J8-8zPFHClRGNIt!8BMslvh=XXR1p@$uUj~?ET
zSinv~VvoF5D>yeYNU$uUxbKK7oq}pbObo6kk@if&+Nr2CajjNVJun`$%?i$spq-AG
zZXmk9%wz|Gpb!GlOm-j^0gPDDLu|Q-tPU2V*y9@_ik?CcX$PH!NN=O->97Mt2%(1^
zf{z;BkT}3j!eWo?90{K3AebW|X%U?ykS<}l6kBcp<&rx{XMMnO5;9GGj)dh$>^6f$
zVQ#}ggM7-e5=3IhAfH2IKr9SQS=$v6r`Y2hB8r+uM%%5}a~m<DgC$3T>qmU~5t8DF
zB{5PZBCUgR09H&|j%0kpfNf+4IS<3w;2epxz5&yAgzJ!4#QGIe9ai7NYD(n#j~F&}
zbEG!|BE=DtK1ZG!MED@;L}V6v*++Pk6%vEQ#5J-S*!U_^iiD*r%oInw2+Rx=8Z$>g
zMc{c7mY0xev^o-!BN^W?zJbnwK;)5iK-gsDN8<g5PbG?<LE#F^lcdduK;jcZLh3_o
zBxX86PDRLUM2Z`Exs4bfL&66+#8BC&A&o6A5Mq#6gOJF%jSw4aZp4??NS8xPozNVJ
zz1{-nOGs`)CLuWvJof?0hX_nKM`E`JDhkRgD42BL;nIQT>y@B32zca`lspNEPY8*K
zYfKhuN+G7*N=*73d1^*;Bu4I}YK{b*{fJ=$G%te0QSu_bz9Oz%M_3#sUy|OZgycmC
ziJ1=(BBbZY(XkzD<;_6nNUZ%w!l{gO6)5Qvln+4p0S5->N%R%2<kgXHk#ZlVZ6J4`
zVAB0XSO<#F5jm3BdJ>WsVI(34qO(SGB)0rTsu(0c5<eG-9t)^^Sge6)LM>H@JR(0L
zrAxwTj2smx=@MicX8wSSkd`B%JxNH8MQ-Q5!J8W~<~zvo6>)k{{0`2OB&_5C#U=uy
z#yBbuHBX}Uevo;vR5w~jV&+#^*dT`&G8;9F@r~;EG9Y3N#De5Fd?X?_!e={(OJ9_!
zLP?#-`<USQ5s{Bj?hAnAI4u20oH>$&`jIj}5vLo;=ippPWRDUQo5&b77b5e}QwwrR
zLT1BK9f-zElOtOM6eb{y9A3z5^e{#ae{?o-tPwLGIm~k;B41-=fof?aOkAF#Oci>L
z1lN;<+pehbif@f8dTPNnx&umaFg&vJAExgi;ewn8QQ7EWjGhZ&eDqi&oFfM)KVqzL
z!BR6K=OCn75?V(h##j+7&}b`67XzWTD#S*l+(?`89PGIlHCGZ<OQOduEY7jf=;;MD
zHNkk0R0kn3)8xn%frJQ%goP9)jU2+*VgM$F9&1G8NYF?;7=zO$_Vhy=QKVD}vKx{^
zh$I<aA@U)D#qbK2ABm(v_QEl3e2LpssQ<yUlSI^$=y3~+b8IwndI7O9Qxr@Dl<q)y
z<mNw2pM$~!f?=VAN`pca8Don9m>7Dj;m?t<`A53;ACXfiG)=<u1Pg)wByv7O<U?c@
zvI>H1WP9<fjYD=Zb=gq=BYKng`umu13yXD38acgy*r+KAnFmREqhmYB`4Sc;xJFt*
zA&QJK!yh4n8Eg3B7?LC5>5{ssjX2YwX%g-Rg1HD@ha%@g7@K(AEOZ=U#T^oG--GK(
z0&Q2!xJAS}CJQ;mfY`{n5Sa~2eaI<tq_bgRLf;$-?mr^$@4%gIXeq-g08f>$TnW!}
z`12Pm7b4U6b)d+?Yy;CESJ2XzxXniLJ)yl?w9S#DwIr+@LgdE*$dLone?(26tO6j2
zlrkx3xuWDbd^sDO4<UAfY-bffbrU^#5Ld7uR@UKe)sT`WLG>asMy?l;*@*N9OOYd;
zMuf;{j)dhCe0d2)4!M2=v5Cx)Fnd<AtQ_e42+I4=JPB*L(k4d|o&g!@IT7Z6TINXH
zaVrk$vkZnB5|kpD>_GVfnl2%^1ts6%&S#)ph`_kjp~ygN0FxklK^WqSfg+(khvi66
ze*$~Vky1wzd+H7%{lQY?NT(4Yg1wGJZh3&%n0<I;5!5)t9<LBl$f(XTdd|V&PVt~z
z0qV;^(<V5#5Hs$I$c-QtO1{IDr(tHp>qn5?xLrmc8K}Prjk%)6E{KO5_vma;YC*=x
zZB=A8A_b20ya@3>B0MP1k)Sw2#*n;+jRc+80gC^XgDFRX@&+_*!txESd<7K;<wFD}
zm?L4Pf@zR#5KNz3N5~ei&tdf>wm1_<TOSFEY4lu(%ty|RAU1L?L}nvWAS6YObP^FB
zqd8Ilqn?E3JY0DVksCoQT&lq0;9Lk!^-vZhH-bn)d4)dmV7KAVk(hZBIR~P%LAeka
zBj-Y7HX;R%^t=f1KO#Knmm}dVR!}OSPkJL{3o9QeZ-6k!O;|A2ya~#O2n^17nChT8
z5Y<eOO{@Z}e5`zgTt+W>u=_@HBqUc1Bssu2l3wYJkUgNh0nH_tGnA-#3MtPaawCX^
zkt0#{q42<V@quh5<T8566Oki9?Nn5ZUN0i^k?Thg8@XOYW+PJIK<0zNV>co^2BeOp
zS9&944=8Vda|ve46(uKu(=A8@yyga!4-ptH2a?B&!8U>O;~=XeSAy2Jf-nR2y&$Oh
z5#Rm~P~HUPLj*?7g~)6~3LHGSVjx`t3lHQlLS`dE6v6_9G%k!DU)aY7ATuA(6iX<l
z&`TbiBSCqD*c=IVKO#4RSVKEU!gs^qYq_GwFs_sU5r?E07>S&!klC;lIJ#;FQVzhv
z138S4*|6{g(U5S)O`^va!5m4i{6^RwQgS3?4Jhw{@*p|}i`PKpL2T?8TtkBUkRV$L
zyNzBdpsuA=jvQSh0LgKL$k7}LJ{ugAH^3Ng9mx~`f{frihn^cje3q4rH6RsC0npS9
zu1V3^qdAfRxy*;9z|lGql2>8jfgDE2Y*5_@!?<flhzxQaS;zo^nDr!RO^5^}mC~#9
zCu|QmH-cKN;4xQ->ySxMPGeaK$!$ylpgal6fmkp!M}qPsNFA~nF!o^0k<fN4?m7|@
zqsXxgiFe#2EagCG<aC8#!&2aAjvURA;Mx(ATZze$u>1(38EdfQ#y5;_KynC-z5P1G
zb7UdXN&(z?5h4T0i7*n83z1o)ITDf+VI(3v2#>WwLK!<*z)%3K6(J=ljKo?;!tU6C
z<c7gO;?9vwHsBf&UiU%r8?iYOq8C;>f@sE?A)g~*aa+jX%TPeVEw9M=5Wz;IKv<d_
z*)$?NMsp-atCh)yW#wp&gx`~m$cZo(s2m2B(75s?tab#^h&+hOLZrZvofBccM}!CI
zIT92f$QTw+$TXfhaxm15FgKvqk&HD=HZTaO<v{&NNbLwANvk7K%^OB_By#M7*q}NS
zLWA-t>i!SZe2Cy7QXni%j%*qc9)xowD6H{g<h%%B55XLXoPS_7Bq(1(@*;#JEl0v~
zH-sL>ITDsSAUSh1N0L*v5YCbL3@``_Z`?E_7b25GEk_El3ZUjlM4p7?MF>eujs)dm
z2!`ZD7&%09Byz06*tk;yM8=09p8<qHB%)SCW+A6Pa?<bc(}Nr$$RPz|L&6i1Cn2GX
zkA%e(f*yi75|(pdG$dDHv|Ha`8*PQ;R|pB$2X6txOa$jiNUwF!tTYF;-$5f!pz}RI
z`^n+GM_3FZ;uOKcmli;BkaPnfK`AN^WhN3Nf}H+_U+yBuN5~=K&5(xyA)yH&L1By^
zBjO6ig2g9-hV1+pBs(KP=@5jW{YdbcJFt9%Oha-PB&UH$L>&pb&lR3Gkw#=8I?(G|
zh?#>tN3Ntvj)bHwP#ObaSl&dWKXOv<@YDkdlU#;ejNAwcLr7kPkoa>WNEVh45i}wv
z!dMcFvXI#iP)-;ucr-_XVgg!6u4I&Dl%;wd2}(_v7?kcHDR6k^E^+`QJU}6X8D4qt
zJ|rklg7O@GjL3;F7Azkk=s}nxq4^QKUWZixQjejNpgIp!J3=ss2dNoR>qtb~7OVnk
z%of?a!Cpr~awMY+qYP5MgvBT_jXyPjWI^c$g0ZEpJO)s@^8%CPq}}1E2NWg{j6KXC
z;Rzx^A&eg*#}<SQ&WWJ7g=5*lS4R??BSE<glp{ejtlbLAkxVv_+zAo~$%8PMjnRXI
z<V$dlgswFQ)lGv1BiE6z_=4w2NPMD__)`N&7L;xv7<=l1q`chWnYGCD6)a4!w_1^F
zNl*ym$EfjD$WRE2S0s9f=15Rp0_8Fk{D!dxnj=B0>S|EraMX_=bC_(vc@jLfGgxvX
z$Q{^nBrN8zuE@fl8bGp;+z28^b0o1Dlx8^+7MEzWET~NcihEER7#x_GIuewVP;(rF
z2g;EU7Agr+j~frY9LXqyB~OC#9DWSSix51TBL_4`qUAyv6h5eyT*b0#aO6giE1)@2
z09PLpIcK5fJ4hXgE{1)C71<PUEjbwL$W@@S5>#fQ#28Ziq2x>axe+7_$&L9~M-4%F
z6jmP)n_5STI!L&HLI@MX!Ze=&6vFs1xYdd)F5%+P965OMBq=!(v0?y{4?+11!a|TB
zF+vz}?$zKq)dN&Av8-ZQ#R48_Wt4@-7E*46h{5wD{<Hv*g{2<MbOjQDq&pBfQgRxx
z{se^y)%uZ;c*8>u+8jwJ7eVAfH6Uv4L*+qK5h7tZa`5CyaDH5cuYN?0QzA;}0{B=x
zDF2~jNUDR7#HQ4dq7D)&=phE-!%8`VbtI!SYK-CJ4bB{iyUps$1cDgjrjUFH%6SMD
zh=+th`h1c2NM;Pao+PO`l2Mw7JPAuZkhFwKLQ)-s94R@CSbsu71$!+C3sbx~l2IBA
zF<LlSb0s`S4vuy!o;E8eH$ie0h=r7&u;(%~QJ78`jiw(~OM=>qg8`G1BMIh8Na{h&
zi7*~4)s4=5V9TeF(1C>&G7Sk+5DDoSV36RvNJ@^BVU&f${-Dm0uzZA|(Q*`8{=<|-
z=!CIsn2>Vz(9e;un8#CBg3=B4aUDpCgOJ!#<VY8TgbZ>{gs~xE3L-J`A|xhY@j`T~
zb&%#rXl?=J8CVWNr!jLKZV`07Fg_?(LhJy|N)DP+&0%FE@%>1oc$a1<z)@R*(#>d&
zB&T#CGe;uF%Fxb{;JzX(*WjaZ=Rs5%d}cu922(9bS&oFH11$NHm>fw?dL90HaOX%+
zT?q+ScpV7|e=H<%{YV*bISg&N4tx&^(vKX?ku0k~y$NvKK;w}~59>GpR2ED8OG9c(
z2nlXMfl>}A1z}=HiUX0uKX;MiLr};-FlN|6SJGjR0TfYKTw$S^^pGJa-XW#(Ajy#e
zRLzmlI*^c=gRPDP#R_sPf!KKRBxLLW56J+T{lJ!@AZyGaDUO`<I{fuO!UjZQ2|q?D
zFvJt~(0qv{CxT)W6tk!pB+4iQ%9A5GM>6?B^5npW0h1jlE<o!7P~!=2ElD^%NQ2T1
zj`cdAv<AV$KX;MiLrB<wNVFUY3R5U190OQ$Bzhc!_=6`$LfWjX#MhCaQ5n=8BPNf?
zI&!e&NYI!!I7iAb%79`A6+_|*3rRRVfO8}$^<d;mP)dVga?<PY*8>Y3q&Z1YNTOiE
zF+g;V1jYH_s3Xb9k%aOj(fM)k<VZ+<1jPzAj3qaMVw!MzfV8co7^N8UKq(0+Un0`m
z=xikR(ghJh;5rf%ei)c=41nSZ17nM0kQgYQL8bG+w%JB=B&5a4vI<-M2#O~hEmy*+
z0bWBQQW88*BGMc7^f)RC3IT8^Awmy>MK}&HawG0o2E{d`mK@kzN%b5_LJc{X>PS%e
z2#OPI7$k>*38w}uITDnn81fh;!KVg*(;Fz^jbiK}z$giZ@RkNB^iVM2I2g(~(vQiH
z(AX$k9<%3&5Fs{4g6$g|BRlxptkkR{q3KDIAs3n}u_wh*QE&)=^P?m*%&_H4!Z{M8
z0wY&qD|KOFj2fWSFp%w5NFB)p${!$1Y<@!IKy((dCV*`78w@!T6a)C$tXOj-D5eQx
zY^ew&1}^)-xe}c6MhWa80L_u0&;o@TCMFyM5EW>75|;b0(U2TDknPq1%8}sw$TWy@
zB(~UriD9%@WuUWNkod+;Vx}R82q=w#G4_-=DhdgK5u76h;B_P@rw~)iq1TKsJ~4WI
z5w;DUIue%qu+bPf5_cX%m4W0xOcI<MLFo;W@<vJQApi;?D8>v!kO*pM<L05&k@!Y;
z21gwU-o*jRix5m)u7c%3RGK)w5PLwR4XBPD$W}Y3&C003sDUjfLd0m79~mXFr^HcF
zNC-f4Bc%KS<v?s0cRoaxLCcenn8i+lQp7;ETA6HE`35XU!g4dx-Lmw~ouKd^m>kK#
zFq$JFIS&^(Qgb9YKiVK#lJF5#{Pi6yH=)w_^}u97wIc{4^bS~_BsoVSm%RAd*h+Me
z7^KV}tsik^L?m&fJP8UpY#4tWAj=}vlh|uVh$yIh2Bivm*9~C%9GF1R21>$mB`n|I
zrxCdc!NRWtCJV}oAPmw6vLA#8ZH}Z>n-wY9jWThD08);`H4B2A=kT*(ITCLlg-LG!
zb0jDyATTI@K*n5PIR`%tQjd=D>ww9Ea-$y;q#Qul?*J|%=$<oKR)JywcR!L*10_%5
zk8@;MY~?vfY_x{Nng6g$z;h)i^sr&%P{+^KfW$R~gw%+bBuI8Z>PY0g0AoY;_rr1y
zei}VDg82A#Aj@LrN01u^AU}d~BxbB2L_qNa#l+5eKvD&^v?B#iU88MQ?AZ^CC_K!t
zho}^hGf|*e8Jang*jx$9f#?`H&*5id&yjSmCqZQ)?)njwFQK^+6qleJsZMnKV^2TO
z8gg_@2TRt&Aq3Bn<g{DW8POpqCczjKyVx)!#_2lR3QG5&8VMT)<rMsR2_}o48$o=S
z93dKH3pU$fVsxu3Nyw4tF$*el@nO6<5=Y`26~+<*!#qdA(mXzzP=12QgK{7`hR6^i
zLAvnS4=OR}lqU)0NJx1JCNXm)sJ;YY%zTMGH;%ShvE(<xLIiUpD6|oAfF4iid~p2;
zicxI!BS;J+2U#aT(~%AQIRI6b{B|p$ya<s;wGBUy#yJzziv+b=K^PPp=ok_^U=lrM
zVSH(Dy9h)gQUxfDV8hThE8$c)ssa%L!!SqUPxF|vgDFRXTt~xP3CWS59EYA4A$*Vw
z6vJ{LZW@#$L3Jj!ya*8+&5?+VMiL8eu2f@$K-@8dDg&=2v6aKn*wz5mk~FF#L1~&)
zOkAD>wLVcXqz=SSlIj+SdK%?QM2^HCJK%Z{HC}P?)EK20K^T$;k;&2gNK!6DR*WS_
zLUJK8i7Q6X#gTF(DE~pqUJwc5AuvtGb|9&l91?%7g2<xgMi37oj-MpQH8ks4;?9wv
z914#e^f<-MhouluPDIa_qd5{elaa(8COMM4v=7mRKUYCyL3t1rL&Wisghp8*wqqx0
zQBUf?a~)F230b!Rm%*L?P-S4b5tRnjn4r7~&5xt=9wcQ&xMFyoRE4%tQ9~KQLyZ$$
zJfzr$$1_-r$p8v<m~^P#YQ>(ei510{uOM=$xsjNbF0ppwQb+AP2?})sCIdzdP%NOv
z3=$7ltfGn|(gb#vDkM$8lh`PO#1LRqg+lD%i!6#7GuU|G+=mp$;1mE#1xT3MITBZ@
zCRW^+$$`L{^MS~b)NQ{)b0j1dK=A|0ogf+oV~bIAG34}sjSWjpqic0Y%!df&(ELcK
zjs%51dhB5G(Q+gt1)!1C%#p<AIzs9obs;ViJx3C%B?;L^oIEw_NgcE}fYz5J=0{K(
zz>i`1Q5BKCMp>kX06b4pIagw)0;mXe@+5KTnmARs@*+f>v>ZvCjl`*<R<6X7BSCQi
zYQ@5HC1&}GDuO>RLS#pCB<a}?iw=@<q#D8TaZo*3!&n1~aU6JP=E!WOEa(nP{B<O8
zd5t(#G|rKr_#rY!LUJ5_ax_0;$z9|LQ7KQ>KyC%cn;StRJk-dM#HDEBRY7V)>?Ej;
z%w_`R$ZTky#I6n`O34^2HrG-kPvWQ{LHUu%032r;j5T;mTKqW?A`8!tjH7K<^0Fb4
zE)sJjwt5nt8;Qt|l;=paw966!-iwSTN|G49dJmQ(LAer?CqX$67pBAw4lEHMh~{p}
z^CaFJ3Cfq?TnULm)RroY2g!5zNqCM#N?4;zvO@qVPm<P~gv28X35sJp7&PujSt>(I
z^`KM?%99|BmYUI2;+4gf$3VA#K=LAl#FuwL<F=&OiJ}(b50EcF7|E@ag_a!?!5j&#
zDPggw4$h&l+^9}qUJQ~?;rVg2h9o-^qG%*5M=oSUKv-<z>py~8tOiV!=18om7?PTi
zQZb4uqQr6MG#e&JUWAai)lnrsLVQBSJP8VKNXX+M!Fdo8hmbg}fyOOy`B4p#eo&It
zD2IX&K!hp5G7%DIm?Stx@zjp66hT?56)CU5QZIrgD(@kgfTA8(ElF&Sq^J*x@B@T}
z;xbBRCrQbXm~pBO&6$vz5EnUGLsF3QaA`%#k)ZI!413Jj!W6+j#yZ?{B(9uJgg7J@
zqLL_ilKhq{@i`JRK9NO0DPkdx(i)Uvz!+ER8Wkr!1cpeCgr{!Q)QjMuq+_^hqC`P;
z9JYEAwT{F+wnLh2D5??eN3hV`Om3beq8AD6M<VAx+-z9RMC49zUIe8d(o@~24%{IC
z3Q;7CJ4Oh|5YcJ{^(DzoU+{E{NV%viv~&ztPoy|zjzrIoxN;<^Hle6T^#hED=4SH3
zjMyAWAYP%ZS7cRcU@>@p939iaox8}D0f#Vhn3KV#X^uon#jsS1PNSt_BppP_VCG23
zcn&IwZFGlJn^4rF`vSs8b1`{264qD1OEbboa>$5rcsah1+;lgp4_63KBS#XPkA$QQ
z(o+{o3TA@N-9b_=f<#NhXnKf{MbD9#H6$o+f@UaDRf1Z)q}vA9f$#w;3(du(hZ<2e
zB)HW|PF_UOgDX{yic=B-gE&vZQ!gl$qNZB}4<ttsM$c!sb0lg#IaqTfr2Hd5QdC32
zb0sC|Zd5O>5E$_}5|Ph9EKpqtsuR&MNF0P=`Io}{2r5Gmr3x|&B!h%Wts@EKL{JX{
zIui-cSLCJuTq$Z)oU#xgH$E`*5nd@kYU)C%BeAzyk<u=jYNBO8`3#m9A#C*A2;xIz
zkV$gwgX=@ihX^*ByGac*Vsa$Kc@Yx#l%=~--MB&k61vnNLFF%AOls<ar(H-YMWk97
z3nET2iJZ?sY)}qF#~^W3jOIGhT><k2Dve<dX`x0iM^YoEA!gu8QKRCNhX5pmsX^k+
zkp_%4M4#`0BfTT1UW~MhLk~f9s5uQ^KN49bxwfI{L-+`%JBiPec=IE;wMwP>5tLRa
zPj{mx;0ggy_)-Uh#_(|GN^0atSh_`92a1-?VXBCtk@Fddjb1;3_#kmqOo@#cdhz;(
z$Q(&%%$so`b;ffbDFs(r8WpET2tdM^N+h1OuAm$V!UStdj1)^$&LUSAYEGkb9Z8hW
zh{}_oIuLtl2+FHeid|?OON~@FY6k8Qpl)nIO~Y963Q92`OfWy%5tT~G&3~Bsh{=(l
zbvvl)FwLQ*2*ErF3Rw`w%#+lt8KH4Ix-tNFW}=D=ES#xIgVuyV>q}5dLEzCGNk)l7
zbdCgtGpO$Xt{1`KPt{l*ts|+D<A^bY7V!p39oR75JW0!%2D{m)bszRt>maWqv4t|Y
zZUmK!&|E~l7$zn?jjEwE1gIBZ7$!kVY9x}$4rgx?d!C`K=upU!pb)@WPh!oFRL_U7
zc%?L@jp`>h1YjXf0~#qeB2o{Qni7=m=#Pg=js%4aTCN0zCa8P^(P(%yM-rRx2dz39
z<V0Aiz>y=tH6>)XJctCPxPic^ITAG2feoXoqQWXVGJ2DcP=e)32ON136xy(mrvW`^
z6Y#Ke7!7kIBwc_~3K}LWRZ=_GqUJShxe+9Ws%oHeB#PhBYDGxcLc*Fx<giQhgWf|l
z&XtffgG7$zNJ>HgBS%to4FG0Z81%_^7&;I$7N{zMlouhXiIVh4CB5i%AE-XWhSAlb
z)K*k-3yEez!Vrn1QOyWT1H&-E4+$^9!k=a|QobCRl#F64dQQWZ8zEw-DoM;eD0Wgw
zFH&9vh3RO191{79bVt%GC&E$;DD^-wEz&88W}@aZT(gm&Jc+83O1X+e*P_@unj=Y1
z-9u9cjq@ZlH-gd=CFzk$defjcd%*G=DDPp%FclCQC2vs4EhL%=3PC7_m3B0uhh{n+
zPOheDo*c|M5_?{Rh(dBAj3hDl&?3)5b0a7`X_OOT>0mge?V;%xSWM7}2Bje|rbRj>
z(M;4j5|a0@ld!x9qSKhtNVJCrIhbBKa%iUE;pb`^<wj6x4$h6B^fd6PnrS%XNKly4
z1P{MdJ=A?fqg*+fBdJnjg32^7rb%uD#r;rEzr)Y{pje>^hUUr9I+BtQ0Ov+fNYW%n
z4!_hqJbXlx{0LfG0!m3Wl%z*0=_S6^io7FhaP=dpo+F1x+8wUGph=zt=SRkY&yk><
z1sbV=VeDf%Fj1H)8zzvx0Uz6;T^%`G)AI1~7bsV<gn~#a;lYq2A-M{<j)dhrTr_%)
z9N;`j{TvC2<KdHThqF&uLLqQ8M}k)rz;g3|=1J=2NJ#v$gbwFaJiPn{i!l&QVZMac
zkc>40IID-qQ;3=mSKSB`N2o;Trpl-(d3|DP<w#J?2#Qq*9$u+-IQs??Ul5X_90|{l
zLoP=m#&!@nasX>dc#fp-G#yBsg2>^Veut~yK=FpaWaUg~jvUa@5#$^NtNCCxAwC+W
z7B;p6F=rs^$uy=kq#Q{`o&?1r<3bP#!NWDh4tIY+Vh=%*ktb1e<iON1kemb|VYv)n
zPK3$9)S~9df$#&w?TB1S@(c(f4k4`Jo^pq;{~+;)N)nwf(Q_jxUD3OS0ojR+VYv*J
z>+sPqwSy){f?68Tx{`!Ei5h#L(HsySzG-&&`wTrsL1P0%<VtM$k>2$Sa$bb6VYv)n
zPK3$9)S~A|di%lwloMf?)EtQ#d&57qjszc~#wmnHY>tGbBREapIueo#kx5uCgXKDW
zG)ygKj-+><MD_s*ZC6NKA(JB^y^ah&BF8F>jXPH|Ie{TcI)dg&`sGM$wj)*upyfnJ
zEHa^r!g3^blLpo&PK-57PPk(Lc@zg0U!!eRNGuN@5)rd77G{b7=R`<;gpk-$GkwxB
zHk+~LNaPqo$&>hVB)#fMZ2o|REjU+V&zG<mg3-u+9Ayum5P-!mj2`AWG7-FD2V0vJ
zl1m1zWP#>LNco2z3!r{JEQVn8@JWNCK0yxwSRBJ>SbBh@4lE=j^`errP0Ofuq4Hq$
zULsQ>xIRoo^&e9<OdQODs75sbnMYfHfJ{fW4aP>vkBAV5#zYM)W{_!AUykyIQwSi(
zGl&fy`&)=e7Z@y9IzpyFX^nOm*(P*0B#+rJL2_gw6IzZ0#S|o`f>l6Nqnm-sr=34g
z##o{K@HC9@MaiF|{YOv?jx-F)hX@SHk@!;yJT1{9C8OGb$%EuENRGss9~l_Hc@dOj
z3AI`wri1bgEpjEqbW9Q@2cm~OBU%kP($eNg^)DhnvV;<mBSC2hGi5<UsF{`_CgLZF
z$dMR%62FNMS$g;b6pjQja@>rLu8y1>3X6B}7<>(SNsW~cNxA4Gq=un%+!ACe$RrSr
zi9x9tB<ch|`3h14;;19B=17oUNQ)6<5-v<>z66B>F0(<tAOa)Tk|QTQj`|ciM`F!?
zm}v)BN`r_~mX;xA;35%jfy{mo$d91dg|}Qmbt=eQWHUf~T$pzLK)3)e3y~v1{usq0
zCj=mQ5>!VLnIj>!4DOT+k|8}k<EvFbCZeWZP>v)bKcdx=kh&3O5{L&f88;@~7a$$D
z&4b9m>?c5v=E#wg2eJ8-$%g3s2uVqh)P<h}rB6Z_zX>2&h<)fJJU?O^WkvQOyp{y%
zKsN=#2ibxT6Y>K{9-n@g9K<#vNl?F@u?E>EqwJ9s0?;{hB2x=A_rg*daWtrZ2*Qxs
z5W&Ky8@GEv`3sB*#S#%Y5@ZWLS3u+-E(WpDSqMHz7CQ#nK^nFp<g-!v;T;0tJV{!b
z0jb8G{wNm(nT-#Fb0eYp5fWoac@m$A_*>(Y`Ut<xn6jh!5fXVLoP^eWnCSzz2&E|%
zmwwzfLS%+cj)b_ERB|*&j_|w)@je+j5|+|%<t$RgVdfE{Nyw2%<2!^*g~*fYW?bqa
zrjbQL;$xH?=^;Qtjs&GUTq%<jagaI0V3KkqJWmp1GDr<6F2=4FWC{g%q^HDD|06<x
z!dwYTh1k<5Zc&gPP%jQb6GMXYBf`yuS@6CjF{UG{!R>0?GRXSLWE1w$sEUyi0#wM6
zpj3!Ey&}tiRFZ>nuF}CBOVB(?j%~;;#>XbdY%F?k`(adOB!&Q$awL|NMn#ho85l{A
z8*rYa%w3>W1rQSuEbM%UC|M-wJ{#3BoI`-giGhKNd55etNyvT%Msji_10z!+A(ID#
z{BTZPqkbbV1O`L8#N!6CYDf@ZN*wID66DHJJQ@P%A%G`0(4@{I#Xd6YN0=7}c|8ep
z<|sWH0;nNCN*<x7T5x_OqYnx99U}uHJ>5&1U2s>9GDbrHEd)qQN%T`qR{s&%Z=fFN
zAkCA=&KzZrh5%{^&@YdXW)sCZk^xl9l4d7;RHKIfC~q_b&_jSe>5w#AsE{8)-W-H2
zSCF$t@n{GT3IWpc3$0ZXaxE$Hw00}0=9A*~QMDsC1V~L+v{g^tc%ZFYNi&_gJ{vV{
zIEMgfDT{WhsUOC)b1SJPQ{Qi+CJyHiAT@o_LOqrGj~LNJ3%8PLCWfO%1x7=FKnReU
z#;C2Hfb%GjrnXB-H;)3xk7^y!AwYUsqn-}h20ZoLNxDh2_1UQD!#M;<Pi@rGLECVp
zo;yi3iMIY4HGQ~;0IBJX8tUm6rqpmPX=c#RZ=*I1-w+@z%~7IyAi|Im_mZx6AbdD#
z=kN;w(o-HeItC`(=(RI+V0<@f>u?PLa&j24dO%?YQVXI75`)}8J3Np+8?}2lhXA>0
z7FU>n>L^@t^cP3C29-swuOX&DNc#I`)W(q!0>q|HNN9jmLs&zZMC2)ue~7~%|048(
zc%yhU1ZWikpp=F?UDC?d!D23c--Bcai%Un{F_J<6lp{gsWkE26966~G<Wmqv_BV(R
z!XqgajQVvn1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
eMnhmU1V%$(Gz3ONU^E0qLtr!nMnhnDhX4S=Xm4Kt

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s001_nl.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s001_nl.png
new file mode 100644
index 0000000000000000000000000000000000000000..b29e104e0c9760e86cddf9236e4ad4f0746d21dd
GIT binary patch
literal 7947
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=DFYJY5_^D&pSG-M>!t
zW^C(k!xL_Q)t>BOG%R{BN8~PxqGeG^tXqVXFGEoJ5|272b0H%kr#;L^1bC09`{%#k
zy>FG(?p5FJulo8jc=d0;xvTbOufP8(u%CCnon&&4;W3FJNxVBzzW?uOuUC_29Y_@k
zluzz4Y`Gg49qY*Y<HD_1Ts?;7?WV}w?=5dH1jYI){#Y>WRaTGT^mbQ+j$IdoKRmm8
zRaGi^9pmy^hti9`AKJ2qi0Agq6!-hl@M_Wb!_|B%^lnKQbI*Amd1Y?O;pnrA-W`!J
z){%LD%vGCnZ|9Z2PY(X}S(0~5!kB5!)tgsk*Bw3|=Wut4;WBQSbI4rYImf(L-HvOT
zziY;>#AF{;i@NJ!-~aQ*RpyrdKQ=?D;6~n}eI5B9PMu!8{(wX=+qoNSuU!B5<oy4S
z;(I>Xy?SkMOr~LRsrJ`Wo5Jl<$$f_x?poL{RjZNz?AcwZDdkB$m5j?@<h9v}9zH!$
z{?q2~Uy_@84CNo5x#Ju5s%*Pk<?8BRh5^TBsLM><eezOITlkUr>`<{g5`D*QQ)A^O
zY~Q<fmT__(Q~Seho0R-dx!(!voohI~J-Hw{vQPb~a^C7==VoLdmfW#6=a|wb$MUex
z>1VzsynC->y>U&=qq)2vFS|$?oAT^R6}>j${MK21$!e_+_ibLYpRGvJJlr_zjE=!s
zvlEZ9)x?X7O}8HF;V;f<Ub82y$k04IIQz^4gCpN|uUjkibk&=3y+~s_pS6GUdct~(
zD$Q0knk~~mv!Zv?UAGCZw>a`{H{6?Gm8(^qE3h*}`bvlNWmdP#%QjtMo9Mmupndgk
zZQq@SXDgoQpUAkS@H)q2XWH+(o1+)cs!m=tsjdIwmYj`=Paow<<zHW&*|obgI_$=V
zqK{#_u71smI&i~qmihF*rki5+r=GaGVVT&O$SD{1Y}Q#H`6Mn++ga}FL4#*JJ`q}r
zE7NaAZa%U1PFR~w=<&ld4jaU+?0GgfHT|s8_o8UYqCoW{Ghz*bx{YR;PYE?$eCK*@
z>N(fBV#%Kp=ZU52<!e-Dx$RtEeQLt`mBz_u%+6eB>v_hT>hG(yz06ti6K`on&&>wL
zTN5tsnVqwu^69&Gn#KDTp6fSk*;%PsT&W%DzxlN7y?|#m(XuMZEN#!0o_V@9#r&+^
z_X_8kpL0tm^mryF6{YCCSMGjkRJ8f~M8)%g$4}1ScsxmYaix5u=k$rQ_xAHt?z0Mc
z_RK)(r_n6)iM1uFJMaHKG2!{@#i@CG%9HdLR|?;Bzdm{QzGj}EdZoM0*d`i%JC$+I
z#q8qOC+prTIPVLWH7+)v(aCHyYx;EAlF*&stxrsl4`@Gohl}k|L(j9PsqC?#@BZ=`
zJvn}*(zv|A(n4o(W#vuB@Tt}Nn|XdFmVP+%G?9bvbVgjX*oCK0y?1Ow6%0EM6_hOf
zcBb{=$N3X4?%B3xp7n|E1&NZMj9>kj$$j{-z4GG9#7HaiiR&M&GJ2?f^`mikYkGaq
zvd@P$mE<YK9}P`C)V-oOV;#Hy-#t7pLQ`MfaoN|k`c#E@;PVSHJaUzSk{4E=y0o*u
zMtb^`k9te}7VqS-c@t!`Abe_XvHVZ7b?TdA17tmlB`a<$O>tYVCH>s)Q*MlZ+U_-0
zlb=a_SmJ%MC+_5W&YU^3XY6ZXukpS<;ilf|b4zwI*gR`8T3oDobRsABi>g=i;t!Tv
zPd`%@S*mlE^?{-I6v?^Xxg9n)T&@RypTisfNyO;((W@s-f)6w6=_Olr-{QKtp>y4m
zcV+f9S0A5F5D#y^?8D2yV@J=+A6b%bT53yFOSh{(m@Oa1w!6)0ewtgwx~VBX$3vd~
zGs#(+z2dhGJAabH%vWBorp%IjxHD{$r);q7uge>zu3PwSGmA~%!jx67S2kxYYi^J7
zZ!6U(y}*4iY*y^u#LNnl<`W**gW0e8u=8)7$Mf3aRn7F~yC%DL9p?Jbu<Nu<cqmlr
z%xjKU5#bGAP1f()ZuMb?+k}bhmh-Ke$tRa(D|zkRE1&RYRnwKbHfDX;u<Nu(cxd|7
zGfd|<ZR5$-FYSAMc+#xEyP>reWqVWRWv>>_PHRlR>EO0)qt))*#OSk2-!0d*IXlhh
z4DXeNrojiAa}<<sN6fvxZNu7ULEkUS$Yn^+d}8+M!mN)EHMdP%nY(~5BRnD^c*X4(
z?B};P`V<+LmYjX?f#ddxE7!u@H=D0n`|+ynm$v0G(P}%FTJ23ssi@0M$;w_`d{f%&
z`j1y~#~RXO{ozu&sb$@(n=K^XtpEJ)ON+hzO1)Z@ig!~}+M-uo&UR~iemy8{`x>jJ
z#fOxvlY8^7iuQ9E2ZW{V*l2Yi&7mUaZE6|!s$_G6H=B&b-iO7$J7B=Zn%Z!Cb#e|{
z%kgV*$F?u9Dq}uuWu1I8@9I`Q{>cFWAg#xsTD?~?o7?DYJuLPnEH+j4-v7t{o4V_5
z7(NHMu<hu!I+<otk@hyV=KSj7X}&TqO}{cPP24KGIb{2*UtEImYWF`Zdb#|OeEgw=
zInx>6E%MtW$vZEyTJrwnS1oG~OWG~C_eCaWJM+J@`~SL5%)5GYZo~Vv9lvI%&X{0q
zbRhPMr`h6z#@YIhtKDSRs9G#qdPQBfNp}178*BUT+dN^le6@-1V0egU?FaW6lMkb)
z_nEt#r7wxORPcA={k<krR-QN=x60d+<-TX=*N^gv34JFS$^+GJ_OP8_v$yBHVd)GZ
zi+0{Cu5a3>eh(6R-I#Z^^i6yI;-$N0u^dZV&r_gZI^%4>hXc1x|Bwqve<3ZiXWFZ*
zZ-*b<o_2KC_UKa9_6MsoR<2WPJb6=_`Hr`2nlYcvT0NtE)mIsRu`OS>ao2*s8-8y~
z-T3VKYP;V8HJq_mQfpfTPfcfhxAfd*N%nbR;*$4kN;BpaTyhHt-zmRMF?F@s>#)2^
zmeQ&B6Q&uZHdwDx&Sh(Kzv_C-JbvyBb(sx<S3=*l=X%^+WqEg%zZJ`No2Ff-SdMAB
zv+Y=Hbtz4tA|y7Y#`tPv<)N2SF0n5ZBf0~>Y3>fqoBHpg%ANNCuZrdy1X>y$ki9z5
z?CwLw(kUNnSNfe4_Pdhts_XQ`%WHqlEGk%@taX~tF=^K}knPR6yAC_Q(s;akt&c}T
zv&phu?}|3~yZ&`h+;M#3)vLRseIqM8WK(OlUwt^EeoyxSquhWs@z3jj^4!?QQ{Y~@
z!M7YDJ@w{;KRoZI>&K^XyC%%P_U_sS!MuWkQfcegQyJf_KDX^9NB{EmJ@4C$MCZ)W
z{PT(T=DErnt4w#9uA3h{+v)E4GhbId&b2!9_@(yd-3xnIj;C=ge|PO>x2eYLq)TQg
zZPrj()!^N0&oHy6>1AKhj@}xyaaS~Z;PKlfEypi=FDtuk!6`FUvR8HLnIDl6Ygl)i
zzPxIGNcQZ~JpJ8?GoS2x)iOKoLr&GnE9*3k4_M9&T&Z>Qv0=oTrMp7IPQUfZ+U3rc
zAE>r-z172I;x@D6jJ9SkWBzdU?k>LWt9N(hf@FQ$b}oj=ZUV`E)w=sDZed*H8rNN+
z*G~4H$=>D5mXEILz{eTkFW2ZVe?9f+tGv5rch#D=YfQcqKDXd9_dH+ynYT<YGd`#|
zv%2Kkbj97F(<@%)@$TO@CGp(~za1}G&o7(a^Jdmdh60;sq28zO-g3UF|JYsfSs%<R
zC)P<8pFcPwN_XwwyTAU**NN91_DbDrr`LBqebMXcL%lw0b7p>A%v0=MddOG5!fbC!
z%JrU|&l7ysP75pB{_ofK|FS)$C+()@)y9a~FWnyPe*Jrk^vtN6Mo5<2`u$S=pVg@c
zmu6J+9lMg1Y3q3`hV$<a)0fvG*1rihe0!~8^7Q!R(n9|o6L0!%Kl7v0a2HRRIK;lU
zrQ6xIZkeZ&yw1aZ+1FD>qCYjuvrX<AJyu`#GIiVS)xvpI2RE-wpLNJ|W~|{^+vQ1F
zTer+x^1F98U%X#-Np{HmUu%kD?+E9mlwFQBZd5Xs;hp(hAtY4&&X=b2VE?v$quoif
zs{M|FTs84;Tm0R%p}ys3S-Q?_kT`t4bHzeGa0pJ}iR?SGPQv;8#2K-=Yt{SRCZE2<
zmSR8c)wQF~Up<;vpuBl@NOoi1(w8L#1%9i*PP(bRxY#W%yl3Hak2CA0T?^W{ul~)o
zqgA?>*4Dgx#I=7%^u&j;$2cFQ$OeO*@;T_);sppRrsmbwf4%xOV!K!B=Y`$ce~RAc
zr8b<GXw&YKaMyPS$NO3DnVn5W`;vHU-IL0;Zn>77y*pZdlTUf6_I!z}s_XQN;wES1
z-dbzoCv&{O7otPHpFRDK&oQ{8R^N(Ref_<CUH;#fp1&p^?SCTj`u9KAa~VNv=k7L@
zT4r=kE&bc`lcvswPD|Y+?_W9pet!qlJF9OMZ4WbAd2N0F3ELErW}X7^yK9>t<;gnc
zu2J9P6Z87omN@a<p>|Uv*Sz<B{ls+h?2y;<ca?5Tk$j-{FSFuo#Df)9v#z~ZWcWp<
zbLG`zRfkR=`SN?&mL(;xA3vIY_tfv;*ra1h%Z*oFo4?z%^g!O<NMjkBC3Qxpz@E+8
zx^dozO|F;Qe0fc!cANf73A|T!Ho1Gwi6v3uyG*AtzFR5DCl|yodB^nbTBU9y(-Q6a
zd8exLDsm<Y&%D2Oe*3C$kZIeD*5AIjFuL-f_stmxr{6slz4yzLAolX`?QW89uFZ0M
z7<hF$<5|OJ^MVc6XGY8F>3mCD<M;1R!Nz^}mqpLqn>+KvGKiv=XFh(qd#Zj`=8IED
zzs3A{n0Wc>yvPp?a(ZDCGuN+^6p;&+oq1^QuIR`6??1QiT34#QzUSE;vl;8m(hmwp
zu8OwbzCPSo!)DbbqnhJAFaK9ftvb7A)rG2;_2pgHWz6>Go>MLovsr8y#d9yt`I#k0
zsEPAoW^I+^@?%S)-d|d~X3zAy+r#f!*0RWN+54cf_hQnAb0-#RtdW$Gi%^u@YOHp(
z>R?{4u9)}RrF$O6Rr*WmbMLS8pLSN-FH1_7?fsHO0SnnwkdfB9!e#eL7%b$BXNkQ|
zth`-Qxn1V*ru{KX<1S|yRxITyKA32^PEvN>&AOROypBmeXz@wU(fAg=Z%^*NJ<)xh
zTjN$mJMWU%8UOeC{g3VKy`K*$-dZauJ1?@0$JbFlbJ;`rozbrM%-rv(-(M27{@U8?
zo7&OqmD;t#jje1pm(J|jWOSKl`)<>z+s{t?esk&Wt!*;f#b;f7I8*nehRF2BIG*pO
zyG*ZLo?d+S*K6mmr)Iw~S~sVB-f4j)bMkzJBSQP`tx7AYNb9uuU1fCk%jVssp7-jV
z>uS~)KHc*(rcI|cDfNbibMzgH5*fFvJ$&ciX!`Hn)?>sQzAM@lNg>~jwJYbGvd>($
zFn%f9%*Uqo@sI9js9wFbCHm)0=3`So|0|a4HZ^WMlgoTKWLI>0tNN{oXBB79zY9C@
zd;Q7tat7<>e4l^%#@e2ni_YX4+ncPJ$uTdrTJou>{rUgf*Rgh+o^aPW#V_|k>aNs(
zVJrJ;p4{a6ya;1Ko1@>1PG#54`@eei?yb8Gop^4{;>i^+tvY++!=GEHHP-*Ud6(-a
z$0>i=%Xe>u&y6!Sve~a^bhf*0pV#)b`<wUlom}4W=Y(PEUt_65o6Sp`S3nwju549j
zZ|?s3H`4#1xz76JPl8JJMGp7M+|=J*Ggt*~OLoPkEV#bMVY}PS_~TFJX4`aZpL?-#
z_ti7({G0aje3|v|m*nfOZ{z=)OVrEPofEsQJ%8${*ZdmM9o_TK?Y(<y&9-p$YoK=V
z-ZLPzFL#;ds;*QQyBYU$M@ZcM>s!B`zp-IsgmLh3h(cEXEqi^;c*D<KUAsnQrTVp-
zdOweZ#O*&l=j-{TKbKC$tUWnpTX_1_Gca{=>!S~^KmJ5Gxbm-F{5t!bM6SDQmoeL1
z{AP61B+jO8d)uW%;fn>5)w;oUR#UG(pS|;6iL$bF^7dB?X1#o{aNG2g%RWAuxO?i-
z$;zvBgY^`qUQe$|(69Lw@a}Dx+m^jnE7GhgR=iE!k-5j>4CnLZ({*O;-8cW;LD$N{
zWib!qcFx$>mc;9M`lPh-t%$in#>zI=zZu;ziL>$BzA3oxXWb(9ovSqT&rQ*`QJa3{
z^o_MME0bNMR|jW3Yh8Xj&aFoGwQ`B}>L)$#-B(ZG?*8;hX6LraMTu{x=G_(D_U%={
ztd$QLzZ<E)sNFsFYoN=un7){}DdNvhw9cKvot>Yyy=}g6e(%+Xpw84g)yIC;W!k$J
zPg%25X6GRd{kqJ(yhW9|vD`slp0es*eQ2`zu(8~6`G3#1U%aq$&U~{?rd+2sRcnSz
zJejKhwCdC;*KLL@YAxz%os!ZnvfjnK6_;dve}}xey7o=?rnaW!*SRNL*(#rU@0_=(
zP5i{tYi4h+Wt@>{z8*f;6Qp);%KUF{!^~W5Z&pbctqhFYqc}a#bKT}`I@hiUn5k{(
zwwmzF>%*Sgrx_QVeKqxMK(yHXwwQt`;_FYEUYWLf?entjY|gJFjvjkuGE4j5=e%d%
z>wnyJepVM)o^7!1v-$ro@A)rJ{rt#uXWOk$w%3i9M>n5I@h%lP`}M)faHA=iQzGwg
z@ZG*i<kpE_(Z*|xMOI(Y){onA-R$SK>>2TE_?`KjjU=z%dL=XK^}%5Mbz5FFCgomO
zyQcZU_4V;T4{zG{KJ(c3{<~7IriQOOxm?`jPydT+_ayFD7M7Q02TVHo<yt`dg&5I!
ze=Bb;S1#A?Zb;o2Ch3~OsrRcdNp^Yk<K4F^VrxF9+Fn>|zaY-}@Ui<>0@T6kCF_6w
zt`|Hn@|yqa?x~^*zJd=^m)4wref)dz-BZt}1>L`5UZHxwUenoc#{B7Cc9-uQyKnrw
z{pv^K>usDjRDVyAdv{G<>wm5G^LS~cM)B#BLOt&Lm%M)D=e=_MOX)qI)<*4}_dcx6
zY*yQxpZAxZo43=<=fF0e_`Y}7cyG3S`RlU%Q|Hnv<zEEj&MRv?I+>RmW8M>d;Np!i
z_VY1vZ3)rKbdNLcE)Dl(i4b$;=}uH%wokt_J8dsWllT|Gxc_0x<N8Hk^SAFZHT84(
zQ|dd{s+fI7v%nN7qdS&itFFhI3MK@LOqnZD8?Sk7PTtdIu2uRRAC&V&Uw!r2ZnU($
zxA}16rIp6t8y#0F9-f=roA>lUwzkeef6*yhB~q6@yRI!C5>V^dAYZxq!rC)F%Tjln
zhVEPWV$aOq2MVryxDn57^Ta}S+TyxpYFwwHc=oNY&+NVXYhTcM>EF7G_AOTZv2y#O
zuT?+1U-O&pHVth*dxtk|QQO_uQ;X}CDRZ4l<9YgH-u1Qby}$0-c0cHqbyU;*D(zcq
zd%TwAc72`xF6^++l?!)wJ^OvUh^L+>J8iyRnfChw%SFQDg&(-zJ5{P(JSq7{ctq~5
z(Bo(B2pn59k6mh7ajDO_N<a4xzaAYEJ?7QB$^ZJU&?muNtMj=&DCh6pJ+*Po^1hin
z6?<GmXa2~w3_t#4&i*$XaWS6j%ud+N-5Y)Xn)z<;XHS;)B!!lqIg^`cvFg-|{2xEI
zoql<0`eWa%64zEQY>O$LP;2G4-Hm^bxn9L|pA&6o{|Px<VKm;}`fx=Shpl?zMYFrR
zJ|4eSbk_0P%Z9sBXX`U#3ikcn$ocQn<Ns3|%wCnuv_4#O#q3`<>$zr$U0)*(7j0ml
za++_Gzx%suu|;QRK1+Yr{;Zx~;L1fK^LD|^m&Xnq;VRo6RQH5w_dNq%=EalJ+9b1=
z^-bGp+2i4T*kDQWWWR~KOMSue6DD>9dKw>Y*c#$~dWJu<$s2FW{OqC`?Nht?H~GB3
zvzDh>Lg`4%))4hmGZ;2sa_#dqIU~XD|3sx<=em5#%(#`&%`tx#`8a7QUvZUHPY#+f
zL$9dLr7wO8v(1h>P7_kA_U7>xaUZO>#^a#%`LgR=Rj8692Kfu!lNO$d(9YLBdq{2R
zpO6~SV##Yd(G~TfD;?XGPq*?uw#2}&_NmU&BCqr*Pk+>H&WoLLeD0|gB_YdC%rKoX
zudis`BAFACsg}E<?_b+(>e6KSaw%WGp|pX6?9&og%L$iHrj=}GtGwf=wq(7P&9OZ#
zhOe}b_b^+|%{lfbFLrgfU8-B<9lfw(!5K^T6<xA`tA7_(EGx0B4=nWavHgGb(--gl
zYRgNN`?YFu(wVp!tK#l0kG{Du`_txk*UVnck=QK0Y}Mj-*QVe7wd0|)U51tWyD(Xy
zWWK`{r5Ep3ozF`Z+O;A$(MNN}wqv`Z@2-`-T4}IM#3#D??%H?PzP(bB2$ngvZsWUa
zZ>vhTPYY!~Fr&(#UUzTM_BOdS7uSlf2rpl~Q&X`ret%u6%<8J%yk6cDd8yTTyRWU?
zd_DVkUhm3l7o;z@efeK$#2n>Wo?W-yFLr(GF4NvE$L`LUwj`3rU_Gnv^S2L|+*SPg
zJTG=j>h`ufUXx5;AKT*c=*QNy?Oq#qMK6}VYxPpQD*N|-*$F(^r+Qy@EHOSHFh4M=
z^wOh*?{jso-QV-;mDSy7uIy*^Q;dY#dw>3sh}gbLlK*5z%SO95N!$IRWLEO-DqXjI
zir((5?Lxg<4V4#I{^j^Q_kGmrb62HeDlgpCD*DL!I<)v_uRy}tEryR5%=AsTP<%)4
zT4Yr7>Ar0*ugR-d2IhOeUlp=FOKE;aQ?I13?>l#i@6+?dU+YXgnCd>e^mV`S{?%XX
zlO!ii&k_(eIe4t6=h=7Vo_~vO9~OIBz^5v%^Q<JhX5%0COKbP+KOqVd=>Grj=l$%o
zsB2d~)T*3ZWB7T2qu&D_7t8#a!RE_iR_(aE_LtxESEb?G|5?1<?X{kV_xHC|DW+xj
zFO+AUDalx||Da(<(UWg{_X3JmKKhyW_xAq(RonA=jqDFjFzmf+{$;L|v8L49{3jt<
zTF>7;ee-qF>1gA(*WA7BdU{vB|LFO{{o^d=yT2YMyw^J6`YyKM%%#WCYu(-||MKgd
zDboAR{L%hd59a8cnt0o~?(CCK*J9pW`ygH0&$%(Wxq7$hiPZ0tvaR==>s`N^v3BY)
zpI){<o-e}sj<?C|F)og9*2|18dwn{oc0yd`vgpI>WuLCnu;2Rd*7UI2=3_BzyuTOb
z@fQ8jun&!1r+7U1?yt<Hah3mNc22)l#5-mFsgUAtF7fjX!<EifWn4|Z`)iuvoQJc1
zWZPaozITdzq|UX;cW2ot6(_#@`jw~uL9wR&Z2kSaUhOu1mb9eM{>~~#zsGHVDja|A
z;Qe_s`KZ*57uSNcb+qNTtJ%+9U$T0iX|kTD&!3ZdwYM!-JXa6%$)BzKUcjzyM})m@
zZE0*xzz@agTNLw)g6xu_?<vNYuik0euk;{9W<v5z<@b}7-+vCe=Q5@4&egT^1J?8Z
z<e1ofXIlA*iQi97{BD`>qxw(#uT4EWnLoalw3KFlGDXhdj{3dakNrQ3CU(!$yyoA&
z%k%{6{t&yZ-;N(P*MF)U@@rPlPEpp~rYAac^~1NmoteZd^ZJ^?_50rI-p<eqORj5s
zTo~b(Q@wLlZvMTsF_%2=u08gL=lJ3dna5S1UjCf-{+hr1>#6-Gru<%|K0nT@*7VpN
zu|9W4%d4hOia+aKT04JI)l=n9Pp@^IZl4x<zuVBf-8m@c+)u;H(w{VU>s(sZs1zUT
z`tEPfo_gM|dnJmCEmWpHIg@@WdhYg+jci@z*%Q_)#ot>y@0V4N;e4sG*8z4_AC}Lr
zyHsA-Bz0HID|wyhi(BVkuY7+<;`7U!Yad>Z{&`urR$RT}&f2o=e5?0yC;PN87bkYt
zXY#h(zPBpztEfaWOW)a0-G9BNNAG6!1X@^LHx|jhnpb<^d0f!lJ%(w5eCNNexxT9L
z#@(7PN3YD4PQLcwPt5sScYnQ<i;pcme{4psg=_dG$Bk_3V%P7APWDlgS<by;_8R`{
z1-zy6kInG0@DmR(zsaJPTvpnCY({Lsif5tUuL<a-WtCPRo55VLC2h;i`y2BPgq~gT
z?vzBa1mBIAS9MkgTYZ=3os=k+^Sh<<%5T@9r{H<VU>3gH5U%gSyu%W~0)2N*yn4mn
z%q<rdyUTDH+nl`%uRQJJy>7o?R|a@yv3Uiz?7R(Wc_}QVYmd!fD-fxkx$gO6sprkR
zU$4+RCvjQM?^)$nN$-?6Gx1F;kJ^7K6)pVOd2GhKf`HFcXRDN(o<0%%Nc-;7N4C9&
z%!1D*U*5f<?#7(t>!-i}HczvA^kUimPyNf-Zoj|do<Q0xvgX16%xC&H%zXZy`8ERs
O1B0ilpUXO@geCw%aS*!z

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s001_nl_rbw.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s001_nl_rbw.png
new file mode 100644
index 0000000000000000000000000000000000000000..e370f2dfc395d6dbd4c5abc620288975190fe355
GIT binary patch
literal 9842
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=C?Po-U3d6>)FpoIS07
zGP3Rd+X6NoX63X4J7(nYFmwJ;=QyPkv!Z#vfH+&J@Fa=OM{a>7G8R533OZ(_@CdT9
z3g2C^SkTi#Pvl6eyo4Yp2V1zFs<-v?nZd#Di%Ubp!^2C<zrNqM(_+r&bH87&TeoX|
zw$*#jqVnY$U5kb@I;H#UsQu4IzaQ3bh4dD4{xj=Zq``CdqV)bIzK6cmkHZ&eoa$|#
z^`bZ4vHiocy&ts$M4p;CTfgay_g(zKt@=^;VvSQzKOcJk?*mI|z`^pGhfi((c(Coi
z!29rMaKYKq?(@dEJK`5D(zxECX?o!2dFQWJ4r(9&;kurGz2xDqYg(`C9L(Jpzh#le
zW4FB8jYoq&%u+qEwyS93jzqON{~1~@ao+oNl(*{X(sLgy*uL8zv+rD_v7DFv#=)Qb
z7o_GsSQ|ejTGZ7t*JAGz4Mxiq3&pd)o_a0wH717b`~8RVZh=#bTQ=|F=q*r~GO_+p
z$&Z`j{6Sf4@9O3LPv}}CBgFSyY0iJ<g))DImmNNTYHin|khaS^PW+btm%{V>KTn9n
zw<lqykLEtV_~ax18V#@I1%Hezmd?Ag_CDj@G@jG%We%;qI`8ZG^%`E23vL({^vKTn
zKiMJnS8v5E#Wh(4|C1|fH2;WcbZt_dvr%NuZIL<uv+n)=$^Z1ByOGGQuhsj%Ow8I|
z)EX@o!}Q&r^?Zrge%Y=?AuWriHf^5O^f{jQ?iSb3qHNAOYZ2E-QNF7>G8bJf{)=Al
zQvG1Xr+(IRv2b4ct2?KTraU;l`r*Il4+YOZ`sNZirL~}ogS|*}&VM0|1-c)8F@9co
z*z9<1Vc?oQ`KEg+6z}{ms`#?`PX2^N8s87kEG+o;>cOAo3zDP`-L8FLyx+!g<FY$h
z_w5gQm&V$>pW664p7FH7>Ay~zU7u8BMA_Zf@tv#Z%37+pXYQR@O{p`U)-4oy+IIM3
zLBW}Ahkuq|P@Bt9&NJ=Ii>W*O-|ne<cU$Mq|K1HMN51<6=BdcA9a@;h`rO{3`OC4N
zh27E3iIvmW6-X!V`0tyL*s*@@q8K|F=0k;GC52zwil#(+L&dG<FtW3+)SXk`eC@^A
z)ARpwo+?}%y*&GqoArUeZ(dzv`2G09-{2{)TlcEV%zGxYE+lzUg8Fu;J&*a`yubEc
z{KeN+^|r0?qED?7FUroDRyW6MO`}>~>2({g_3!uQN60zaN9aDfy;7sO?Wvl~q&k`G
z&{z4_*0xr~mb{kaIj#JH>$Yo+yJ+f^4QKiKj@a4!Un;+x>08Sq?k~lw4<3DUc*}E}
zj@pEeNj2G`PyZzL%gQv@PKf^Qo)<dBEU{B|PNVD$wL1?!yk|~*{^ISm>HL?nZ&Z4Q
z1!^6>CiHEe_QwSIr(srk(`4`b`XpHORPe)$vgX#FkF8--k`MPC+i*Yjp^CM|pV)<W
zgWfz2YkvKPy<eeCeFt++=7H(afqh)JB@>ocAHJw6^KadSY|U>auTNXQn(A)A?Y~+6
zO;*qP9gAdy!i*32eQy)?2AOgt=)~IUL%Z1a{Z5wusvAD#?x)!OKNfbbY+a*PeMi(U
zQ;x4*_I%y5!@_^68mvxl-W(n8_u}fj?2j+Q4hDN1{QQ=e+h*&nSGEtU*K5QI&oV!l
zwQ1kq2L;a_-Ut`CeLV5LL-*7T`=jIctq-^J`x6lTz)|PW=6CJd1u^+ALvNZEWpn*z
z(^|u_)3h!9?(8YiOT$z9H<bO>o?5(v%dgJz3*W;1T$UHs)^HuVtI@uE16SDsVa@HQ
zHh8Vykj^N!g?-L;D~oTHD`wcN|MSvaeZ>Z$Z{@4kUVE@P<$>GNhmIi!!b+M{`F|V?
zn4+6_I4R=nvw}0L9^QDqFznNjZHrES;&~F*e0ypWdm#Jni_Prv|1!VXJUH$gxax4#
z(G9cCKI{oSyz#vA!Y31>(;qrsIhglF;r+Gulj5fKCN51{_D^z6nzluh?}I1DFDR%U
znIv^(ZD|#6fqHTU*X_hasieDUZ<*_&M3&mT3GTTg<-GCKT0@&wwGGC;9CxQBPCb^`
zE>rk9;;dT1gjokR@?Q{t8n8xr*Vg%Ql>%!Minl$!qqSG->>(!B2<xz7Yng>%1#irw
zzTRw!(EehzE1EYiKYY8?nhS0>iqAP6IN!g>;EiuX?(2tPeZJARqQ2f-6X9O+T3h$a
zFCCuK%`X^VhwxVG?bVun=n_lB)@ON7x0ozn8!>-s^yW8j!kYK4YOp>3`YQjVMMn~o
znRFr>_O59VzSJ4!WvZdZUOMfeN}lPD4Oid1x%S-r^;A{<0u!dXIU=eprG_^)NQ4!O
z%Ji%&__W<Y)pEsVp77GwN4)F*Y!<fZySE`<b;A?Ba~=oyrxra<bmiIBwPDuN0*P74
z!Lko-ggeU%zS3#_`SG{?@8o0rbq|+|ao)FSiT-Y`qaDuV?PsA=wAx5GY)QZx{;a#F
z3|}+~zdm_a$|dq)So8HWhgq$ETq*sa;InCOXtr<i-%lH!Y%WMy68?1V21&+gnPOqa
z{Ok)XWgase-zPPzBOtwx|IbHvrrUR=^o~jkuABB@<@N)QIX(!?KCHDY;bd?@7LR?}
zskN<hBT_?~ug+<W&F4rrWo6&TWTnB{D|Y(I#;`S#+pTu=%)NW6S)r`Y=1$m#$(j+L
zcx2>XhE9yuUf3LTAwwko!Lhqi4}O}poK?}Ol=GYLrD}H~zt)<p4YM|Hc<TEg1(X#W
z*q3UEzh<x6byec%T1L5Y;Rru=?|mHZo>hA<ZeaO)=TuRCi*p3u@j6|RfHt9}Y*o9j
zMm!B`p1na#?ugcn#@-D}4RtCx=cw)cDt1`t#M;&XTgfM3&FmY+t|f5iWb$~&aj<(;
z?Oprf$LgcM6kdmwRawv36<YA-y3^MbkiFlER&PADcKw|har3LcPQUS4$RfDtb#CkN
z^V4*UzMfAo<=s}vJ!gxR#pl%vN<IZ-Nq#GNedPP!o5y!N5V_M8`axk;qPdyV#$y|P
zR$9c={h6}5Ej|9>wH-BEvZ6N@?b>!=V?66p<I_uYo83+;Y@c>`UdZI~Y~j79Hkb>}
z`{lMhX#JY^Viw`i4{oe)x->IYWc#$&Q=>O>$+>7p%;5Tz7rQ$A-1IwDe?OeK*<-UN
zR(*R>*DSD!&P@^R1=%|jcS=9~pdfYVQ^<t!)n8UUIdnMgY1lU13tlT_W<M)<^SS2v
z^SI8RjradQVA-2|WSi9KwUvi&1@B%v<3ZWd2aaDFdZS$3*08lJF{hv9Us5#l!-l8V
zT%TNPypy#dyj5q{*PW(SPuF;^pU&$)tJUM+q@y|F+UiS$WvbbEKV1voCuVSZ36FR5
z+DorF?@Gy;-D~0WGW*9{K9&8VsMwkb>2-g_Bi~E(xv}}pneX|OY2~(8&8i#yN>kjq
zABKEMySBtnrgcVKrUv`cX^#rFOKlAOd8IPxw%m(r)3d(rdJ)!aY}9?HN_b*4?@rSL
zOQoXkNEJ+a>iC9PdwROo<}a((aPZGiozXf~Da`$v3IFi~`8lDhkN&zQynWvvcKKzq
zWu`=RP2O?!!Dp*|-=^+=E}ndd&;NtMx5lHVlT-CBYPY9~_05y_OMUU7A(H8k-C3hK
z(cWvUI-7UApLwLpbNj90sc$_0xYpGt+<NuB?o+#3h0N~*zm{_3#a_{VuFAUn{Q2cZ
zNfql_lWI3SxwfNq^_^3%-Z%G}tJ{mYD1J;A|LV1J>5a>4W0of-mF7L=Tk_zZ)bU+k
zmm2Ne<+b@UU!M=x&aX`iBc6sixj*T&*WP~akZ;}Vm5Ke6bXLD8n5t)}vph}g+yeQK
z)EyrJDnDr6SR%1)LTYc~_3w&jjNSL1lZtPS{#>>6deEFBYj1x){$u+3Ket_KOn;wh
ztg6+_jtGm&3!U_E;im_j)=v^xKj)<${jS(iT6S(_b7;)@wZ8WvI&<sJY}DVNe^zo@
zt=>iLboJIdRa-+kz8;(u9ckBGYug-Qc|+!(Ra3*E`o3jr+lsTJS4-J63GdpvJ?`nX
z)lVa~Z@T>ZL0tIkXwwH@yrNI8Z7g8%Tkq~Utu%Eh^PDDz<LP4NotIu8co=C`sGTjI
z5E=R6-Wjc}?V-%w>(_mW>Z-kSO7xw=wHZHR&MglAcJp8)M?q8C#Ay9Vwriy<j;#7v
z^X_r5`=4)K=~G`{?VO~hy7rFL|0PrTZ*YEpzyB}q?o(^ed#vwr&3kH4?v!`-^N;uc
zn&VCQuD|y7=Q*u*{?I~>f+=Yequcwf56!)M>Q`Bl-O`}t2ld(y$9u%B7rCR;zGLgc
z(4F%o@1)O-`)-mWyxlH*SvcP^`PipV9twV%!TDM!;e6W7vul5fhx!#+hPZKVj86X=
zm2qS4U8(M^x7OY{T=eL*%+l*c+wCS_)n?BUJGX3p+|x4;e}3!%X+4=XG5UC^w!9Ye
z_gw3;RH-udlbcRTTF5e<6M2~P>t*P<Ib0j<Ja$k0>h<wm{Lh`7W!n|~R?dB9)0TE}
zg1L_G^AkJ1zI!)YSo-cPq3oT}JMGVIlz#h@$$ILvRKJ6aoCV9$CPuUSX|I-Ab6rR6
z+Pb{bq^A+z+SV1agr1d}wyC(J^tIc@BJ*8B|J5hmtBQSkE&Wo})0DH1?r81p6D&`&
zxgL3AQfQdzu3cCE3N$R<!Ee%+%&~o)sP^|n`8(&?Z*-}(+}m_X(?XMxPkdr@d(WL)
zqE*KYyP~;|o|3g_xo0n*u_B!Bx=zvS3d>V#7tTF<SE}vQky8h6%Uhigd|fKP{Zmk1
zh2+6iv3Gyn+W&vP;qT+2NAlO7{VEkc{ixr;#G8-8UY0hPlxY8+qLi1ezP;^##fgKb
zh25-J?SnXcpBS_r4T`>!t-k#j_XDf+ho7Hu&ORwSPxW8OkL0d(_A&);Q}+fJq@4Py
zwY_h;_D<8fSX~kA^c_rbWn#ZFrm5xqeNq26KzMsmrRI-4eD9)#D;Cd?YqLGFmVZIG
z{mD}|H(gts<JOQm>uBiaozdQFP6_6+z87^?J$vcG+ROQBVLP|3jo9fr_rcoUXZG?5
zjgg-sEsPlXq$WnQd+!Y8y|(DiDz?=pf2~WsxJu@z>;oe?@z+-)u4o_4GAa$(F}2(C
zV7g7#?VSvZ*TzLAOtWE4chB3K^W<7xfn>k``)grIPxIbzUKg(O*%G^6$H04D)8^o}
zVK2YFk-WS1VX6wx`IGH;7Ay&RQg3nL@Y)z>F1zrC=#A<z{l%}v_HH`xwCd@b6Kk*g
z)cDz)j*RGLzWeIPsm@1N-ttUOxe%;5YlrCz)AwQbY?<X>sZ{3`Bs#87i@3H@Ky1gI
zwdYm7oN}D)nkTE4efN~#no@1=$miGoyw*~G%TsVme*MHZEV(x>ti63d;^&F<1G+`O
zxplbrc&(S2U$ob1yVv^Xy?1u0Pr3N`@{XzBPaRk;k#YO(?bnree#JD#J-wE=$!iV&
zww+UBc{c2;bQ5`<Em73`?9}8!?OLzxySzXCQvINLZqM7c=(p3t!^LhSJP$5tdUEac
zk+}l?g<{(p_j(@GV~e<NvoSPzW6`2>Y*W8f?2Sv;EY!9SWxQ^G<eYTk!Gmi>^VjQa
zICyUP0~yg>S0_aK&)u4r%FkE$x?}xnzAjCNiEEqeN<S!PKb*yWt5R9VddrHb(f4E5
zgrA#ur)qA`yKC7!+ne>GSyOj4N3`Fo`98VP>F}lljMwZ~-B-q}FM7Swcuw?VMu{)I
zrXQZy|EQEYwcz5Zh5pjJrh3oa!2XbVp3HZVjd77ShnUzSev8N~1qVo%_3VvztnQqT
zNT0bTB_QI<Ev<~JZ}Xli9scz*!&$)I`=~$LjfV`g?YZ4O^Y%JDxpr9c#M+pLFOp0T
zJ)U!F?Rn7`p?S9X=N^Y`Gdnu<h}4UP;Za*BN9e!2=5%<|$?Utoe4^IRv1`9mb#G0n
zc7Ofai20ds!}?Bjq}+?+J(VZewe{B87=N8>7w`U(`V#f;+bOm8FR!s*dY!p>e{`f{
z^V+$p5vF^#6#2OwS=psmy(ezHNOo)V&Yt7bg|iRL^UDjBa>=vhR4>sM7nl&89Fev&
zRPxN)>3=-4AC&)lq%ZbW%30b<<C@U+Pi}o14rLw`u9;A{k$p<^R5r=GYi0Ti4MW#n
z%I4Aa+?aOf6!)@@qgvZHon)M5&&uwVCu>*qy7I=0YYqacN39ONk8c%zt$O#@kC*>D
z7F^h%^Eqm}-Q)|}>=RC`RrlQ)$}9K(UtX{K+{cD`8#ip*Vd}8))Y|SAb=~^v)R|Ai
zmNrJ;oMf{mVQaLdg!AURYuDF5KK)HvYiiZpeU>%#iVs_(@_G|zM(^C}vcBlGr}FlB
z?OEIZJ)8c%XMy*xD?3YnZTp}ZXV7}biu<(AcCF<Fuba*5bPqgYTl3WX(KVsHv*hL7
z^LVS4`pa&NKI|$MpPYYi?fSKUq}K+-ip_p{{_w*|(d>P9s^nhX@$$NJ%KzkA#_Ahe
z^OnX%{<D$M+gbWxM{}f!&iQ$wo`v6!URQghCsbyhpv(WCxAFM)SJ&GAfAOuheEaYk
z!+Y!6z&zDA1qZCoJ9-?187g+yDl#<hZev*9)<f-|ij`z!^!OAeM*GjI%iEeH7-rCR
zm)Bx@k&0XTwY8Hks?9uhgl&m@^v=?6`--#^+nIIt3;MU;sk)g{uDyCQN3=vjIkWkT
zFs^euOT*Ut-Z}N#@5I^`S-uTFRVu>r_C{&lsrr6${!aE+o1jXcUc2J0{ncu<$ElKw
zYyEESS$W4R;(>&jeLruw#73d*MRk8$wB1|N4}b2S82#IE`=vb9ytxZ}!go$B=eg4t
z?Yq8u*H!;(>h;Ik-rctQ&gr-4;LoqZ>tsad_0CP@lH32@oiQh|;VbW*zUafR6|ag-
zzV!O__xsWB-|e#$tWW)>teR9?k(@Wz;@aB8cTI_h<<sxJIv#Cl_Fm@9a(g4k`SXsi
zz5n@T|LL`iJGTmNj9z}qcSA25x6I*Z`V9{sG5o5mG1?4??8X~mt$DRSLe_6ybY}O}
z+EoE-`15b9J^%lozR#D^*W!EQEF0?N=I^>%_c%S;(xObu|KZP{kMA5^8}?Kpd*>Y~
z;r;nm-d5ZF?(caK7B|0T>)k2QkLBiFSS$28vRG|<(8{9MN*fcCeHI^F`%ruHhfSJ!
zch(x}6!6U6-*cyG<($K7b=Dn@vQyk{rEyB4SbM+R;q0^t(aASbc7|5YT737^zGWL0
z{XcB~|1*nwQpTK!%q^}NKFJr??zy5gz5I2^2B+<8vvyBi?Ed7MU{OnS<OQ3J(fZ4-
zzs;+iaUuJe{MF8{53k<MddrohTk`tz_phgJiEli%_TAbO{#%Nsomks0w0o+a_K_IN
z?DIGE!-RK#O{(I38<iS*=$3fkn=t*bonQCdJiYe)uebagJ6dDzt!>p`yZ+zVxd-b-
zJa$gKFR8I}P2ofNo!g3DUn!neFS+w;Qzu_1d*%Cp?7LQ5&n5_R7v}BliF-W#T2J)Z
zs)G%xLOSaEa!%?#xn}e1+SN8);n&-b1tiI8-n}EWX4l2F=j|`P=G`^*RCLMxsEVgQ
z#P&?QGwXQiJZD4ynbCVAo?hGRo@d)}W9`8t$E@yvDcKKAJ%5<}K6}_>ea#}r&ed11
ztzC9K_2j9w*L~QxZ%QoE=FD4q@zg@Y(+{tD?YOr(JA6A^j-G|i{YB^2p1K+Q?AmsJ
z^M_$(of|ryMm$bFT;$Z|oM+2<aMk9#zrFRpc(`XaZ7px9To`ScSNH45wSz_f4^%Ar
z?)QCVbmT18h$AAwvrmTJ&9WC*(RNIy@w(>oLwR!(KJsiU5xZ6=xby3-$j8^j>)yNb
zhNTFKP26x<XZsx~=lp30UaxtSWM9Oach+P=?A+F^`Ulgx9zUB9?e0A@x;gas&Z({Q
zbibS4k&63kw(ILvt-YU=R`2MEUh8pf#ZjS68(X&OE6&sDySFFe={3elrK^KqHRkdD
zofggcc4nh|{OPH8q>h~0BslHb!CU%|)U<i#-m$6^%3JE695K-~!i9ac&l~HfVeG84
z8s+1=?^tnL$1}BSPbgk(<TG!cB!7iiSc+hoVVkYr$3K_DuP@}So)Z1@CYRo`YoFLQ
zZ8v;V!zrV8T;<yHy64ZIUJEpqop*5Y+*Z-Zme`)e{$QJW%k6a!*Z)s%;?i#C^F4Te
zn((zs+wGguHgAAxP0Fi1zTuR^&4X*%q$Lxk2Jd<PkX`?AnDDi{s;BIyIbZK-i@yHP
z;eq+4ywt1Q4+|z5%*&S!lhk<lfs6Na*ObF?QfrF39$YK@YBeYNacSI{wK@@8)65Rc
z6F>A&DbMEb7p?TZJG+eEu`}J~_3jm_TP3jFY3J6d5%*QM$JwP9y#9Q&YHv@pZ>8^@
zUs;WDKPNif;acw9`z}oTe8>_`u^h2$R}&7OewZR?KD+330=TigJBWjO*QvF_i+5lB
zVzMauG54pPZixZgZ><2evSoIbrYAY~zP{Fe_|?{_(Kp|Q7A)&1UTqZjtz`AVWt%Q&
z=4iQHdA)f5ul!`8;2&oXpV$x*tvDr<Xa9bIE>oLBEb;{$*LF>fz56bVPh?`mdV%NH
zg!XRITiszDb+0HnVEeJKF4gRJ);pu;hPIpK2xKR|UY4J&eXacD+U?Uq^J)_}$2sp$
zzL8_JD0=0R8M?oWUtCtpGc`&w{jq1c>Ygo|!Zl-Dw|9SyWz8#nZ&epIb)(YuZ_RdH
zhJSM>D%9>;9xdOy_<C60-*4yl9rBufIJ4-)+UZ@^e)G0B_j($N8oF+c_FXSCFF5hi
z!p@GL-ErD2cDYZl32i)9AnbS4ZTqGJY}WJJFF%<Op)a~~tKt+t&X8!uFPXyIZyn!x
zj^|ES@WyLv*Ui`2kf_SPKkb2xpm}Fqz|@DEuB~lb&6hnreQ~t^((tY{-P^Vn-1~P5
ztSivHvozUoW7K7@Utuq<%`jm7HoG_PYw)TbiJe=etd{oa$}I^x{~)Z{x=iHY+Sc0Q
zzbTF4oW+3}*TkP(TfOYghWEeM%5!cAdb;D+GwJvHKJ(-)_1YG&)=8^$arDk@y#=qo
z9p70RdNbl~s84cI@ZrF&i4pp<d!mzPTHRPu6w@5M^tt(-=Na3B<b4-B^I8z}G%V;v
z*zc-8xo_TTJxb)f?6UFH+VH+RQ5<(Ka%HV!(JJkZmS6Wrdri@f$<?1$|NmXMO(Shv
zrcSP<jF|fj9rZ9!>F595HvWX>)D6+C8!l|#^YN=b>oUuk5B|JiUVBmCRGy&L)~Gcx
z{?R*T{!VD!_^Cy2V{%KWZVU6IbSd-Bua9P)vpB$}b7+$8At&~v`Br^J+O-$Ogk{!F
zZw#~D9R2qC+|IjF9J0wDnbu@;&gr)Kc;V#Q>1QkNc+Ho49X4x`{FXSjsI7kMW8Bnt
zY~Q;uB6&?tj>7I;9O_9ED;}x+anK6yvd-C-C|H&^F*M1v?6UUT3({Ts%u}NthOJv@
ze&>1Jle<|LHsoZ=@i}o8z2;5b9esa$-1=+JuJ8Z&l=EAi*v_jQYPEmM<^NxNzE5xa
zB%$q6SM#27Oi|c)FQ)AB>XRl1)}`M#zIMtXyMTJlriim^FR#zO`)kAPdUFN-^4;uD
zljd%ayS4vW<aH69dd|F4Pp-}O5Z=B|e|32JRj!Ti9)!I*@Z<RY+V1$A(^|%C+u2Up
z|I2zl{aWUFo_~wocfTl|8qIs%XWR9I&!#JEyqEDqKXh91MA!NAZmtz!Or03yCaiHV
zQsdg^9j0$W({}IpoV&8%we*G6l4gIF?TmPOO`7ZcyuT4DU)~Gn|J|D09dZA~`!KBo
zGnM{ZU2Ac&&nwY>f1B%FXx8x^|JQDqx52)9N8Pc#y!+RSz5e|m%)ai_*3B2!e$iZ6
z_F8&w{k>B^mn$1>%3uxk*tTQqYyYU7fivGe5;RHN9UXbg;m@T5|I#0Hch9$ddMlCn
zQ(Nj!uL;q{7ur&~qbrYx6-@tReM~vyklXf6>m(0}6qv{ey<Xd%v{!KZx=SuzV!j)`
zds!K#fo3|M%0?g5jk=>Jcckpqkza08qmvK0w8X21J)Ik{MtDu2aKt+ytCyuy)j$rJ
zE8)?(^~l;ifzCTzRjrS0zHvfq`=+H=Tg>_Srp&i`T6SpBmxiZ$3)`bDKYU?&xLnFf
zmu<zBqP?Hocpr*QeIwDIto+7DG54<2<9i{0_GoSwp0=31)Lv}H1B=kZf%g}6wgq&%
zJzHwJ!*uEOb@km}S0r2x`hBc;<+5K(zxK|{>-~6m*`25xopLhk!q5E_b2n*8GqDug
zRT{Q_`-8Bsr4wq8{Nmghny6l-uzguU(H8r4McV5R>^5na4&9V*Gu`UOWT7|fH+(Bx
zEpPmk?QqnW#fLV`S#4$UT($4PcXRb`$!kuB=9PZXJNqzhYL4vrrF`F(u!wDvuRAkE
znkW0BsF@xA^HqH3elAk}adz$k8QxzdCEM+?mV|#x5e(a?U3X^6Y~IrsMZ@e5f7y2W
zrB?f6-&0pFFrT`(!2kT?YYs>Eee4N4*p_nRZ94;>eZr};ZBJixO`SK{;Iv)d**_c2
zr!01yKkvfY#!tSFC8q|*Nk10;{y(1S+d=>7MW++(tAzh0HGY0zu>G3kwB}kT4fkd{
z+s)D82PbPS*<+ml=3g<x;r?l$;rDMU#s-cDi?koQyA{4(thM)8YC`Cva~qO(KXmur
z`Ei3%b<$yheqS5cqHM0ZCuMhDtr9A4W4$eGAJtV<&U9GsP^I_5L_6Ini|=?vu(gMF
z?7byyAJ~<Y7|z$2EWAPT@dHbXlj&_mdsw$i+3b$I(IOG{Lg0^urk9M_GXV>GzP|Vd
z=9(gn<F^Y}A9OZ36uFtf@XdL}ACW;*EOO2$7Szd@<)>X*a7FOwFO7#`v!;9qe!S~y
z9q$eK%6BbKExGKyyM)?%Eyd0S@hmTK(KsGm{94E6okZAEhd&~kURpWl8w=Jk$(#^e
zDD(81d*=2i)f<x+e>l8YW99}2_CqhZ3KZI#)22l8%56W`Cetl1=NieAU7{mn%=e_=
zLeJAY-<MO%B?aZSA6XTnl5=Te!6l0chaHVit!3+v&I?^9Jnf}}MW)P&hZUdo|4%EL
z5-opl?VH0Je*^|j*_ybz?@`$uul8jR(w|<d{ZPC}Bl~ceY{#8lFRs0865eyMV9w38
zbsi#1t=3#uJh68B%P_Nt0)Ij@yjE|>wN~DKYAySt=Z=9<t+}`5cZTNOmAB{Yx@5EF
z?zt0dEBBsSoBNS@fyUoM|K6UQdM8Wn&BJTlFGBM|^GvSoS^w|(^@!u^Vh*o8*ifSV
zcBcB%YZt#(Er@nrUHeirb-s@%&xQqaCq$pVYqcegzc4!{GrrvQrg5Qo`Gg#seBtI@
zhhO^V%}w>+9+e+Ex%Rqf>iIV>!_>oenocNuy&(Ea#{K_q8`i9vV?HIP_`KC>J}tgo
z`HLgs<Eu(#^QPyV{S&UK9q9XF`I=R8Y(=t*_nzBT8c=xT&4X(j%QWN4!nX^>XS-TD
z-?$?2ZTFlhp~p9|h3B1E%cr+*Vcboh!(4By*J?cHjFwKg=zXHQR3y9LW@GK0U(Xbz
zzh>mEkJ>qP?iBy2iHF`D+wiXY$x*8=qaAM!<mJ^CKiS*$U-a}OokLn|HO-<=&m=Y{
zNBoVn`?|iIO<lL`aHZCc1ozJ9!^b|!TW<gKi*MbBkb;AT!IEm*{q}Ft)r{CbW5wn!
zBfp5J4Cx92Q(iq-a<st9pK1E56T7dze>o>EeCOA*iQl#KnkCBuH|flK_&p@BjXPU+
zyVbVcUmwT+`5j%H-SF3NO)^A^jrVl!6b;k1&tiuoZ3Xo7UEf?gIZ627j5_)GNB#x=
zn8&q!U*)E~MmtVOOlxe>^UdF?6Wwz^*j3U*XS?9PtfpckZg;)5$5je3ab1zyZ{`27
zbK}f2y|(M>gH8QS+1-i4Mk#UOy!)qi8I?qQTyIyZeO#HD{rth5cO~^S`S0%1xTg8B
zJg;!|-ztR|(L`ROC2>)I`Ls@@9@-VY<LZMSf_;VgJKBU^-Km;>L3@2X)BL68G0YEl
ziXU2ba_y<3kB|IX`9i<u`k}y*8w~C7zXk8-O|1C%ZFc0wyprsi?n!&OKD@k@wEaOX
zr~e+AeY<|`4W827nzy#?@{C63djj|LnCCC@TQjXE+Wo%vyb8;6YwNCyJe`#J^qT+L
zK(`rLe$}QQQ@tPjdMmi<XqEZ*S60=^zm=v>X*|DM@SYO?{6#W5LwCOPQF;&(a$uuQ
z<KcLw^_w}w-xSovJiTW9qO@syLBYhz9sH^vtW*oOirzT?QT<Pv<|$p3KXWE-4rE-u
zg~{0I!=X3wrynY%-&DG`TWh;i%m<}B_MrNh-GOZ35obfR_WO1f1!ukpYZl&Z9}_xH
zH)-pYomU_H>Tk+k?VJ=kW&7ceE7~AZ(&gIIw+QYG4ZO#9d@-lY<GK&;p5~OlzFWKZ
zlUVDAoxcw5-tH6#(vZQid>8wkd`sUuRpKwFZr5n<zb12Ui*DDVJKXI{Ea!Z-dc^%n
zZ*@jesQ2XXaQ6AN+<WTyMO=4^^LeUUd~W>^bURZu%)5BI)Sa%Pimi1TT}Hxvr*uEK
ztkM1dZfSe8?7115jm!4k<97{AOWJ&}ai^L8kz1G6UcOqj`|B2su1P%X&kmW?XKuZb
znty6T*CL&k<l<1PJsXcrj23m>DerggYlYUezPz~)YV|u8X}CW85Ys;|Z0nx4dG~%L
zX><iiojd>a#rtc!qYG9q(s+GHbC=NWj;lqfd$qcPB>OJ2-ms53Y#Jc4)JSGIcY()_
zo{NDZslgT@kBbs^%vcyGveeNcN_o@c^AVFDu5xn;oRapiq4%igp;q4ZMH+7pdrG$k
zx1N?}bq(Cra@dS(IoEV^maau5Jnrw#%(032kQpeF+F$U^?`XusU;Z77G^|@6mkYIZ
zubs(X#3tfusUUN7amRJzsvjlni!@Gse3+8AT&4BCS=b%tv;QXEzS{CbtZUI6C7CNl
zcU-3&-4Xj}+Pb7~v$__|(J-4o=U(KLZIN4l-l}(%)K4sV9RJgOsr#qub;<!Eu7TvB
drLO<vQ}-JztO=W@$H2hA;OXk;vd$@?2>=3RoC*K{

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s002_nl.flat b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s002_nl.flat
new file mode 100644
index 0000000000000000000000000000000000000000..d4355f6e835a0b278c9e7e69b736e4214b7987e9
GIT binary patch
literal 293403
zcmZQ#U|>ASz`*FpFbYOPU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ON
zU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU
z1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0q
zLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ON
zU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1aOCd2m>;dV!#D)n?RWiF8icV
z+y!zYW%i8f9u0xP8v>y8jSJ(>Aut*0`3q(uE*h5`LE_YN#i&W6Awb^{0Ht5zF|OQ!
zE>4Lb(9OcdC*IW%m6W(?RPSgA&^`np>6A1QSMI<jPM#02nS@=8G?znEljo*UU85mD
zn-GAcN=iuVc>}j7Y5u@%4mKG|`~lNTn)^mokA?uXLI9Qm$)!aZAW)hC7sQrlq)2i;
zb`zv<+6ZwGh$Pon5Pc*$a#ZnX2#_5D&I}L;Nq3}?pmdH6<I0Z+am;*0oCh%VA<V?Z
z!sbFzj8Rx(d=3dI5J{YCM^%l60BIorN?R~YOo~LP!Jf)tqPX$~vN(F)BF5$DdXUY-
z&4#%OJB{!YVHPZ`Kr}J#9aS?L0>p#>C_Q0fLg^8Edd4n_J9nVUpyx3Bu18gkY7#yk
zb~j=ZB@_mjp#~Ab@9t6A(Gb8L0+1Ahjl`ZBv87wWV)*h0x*T#o!|iScv{eV_rr_ff
zb}yz1?4f}z++bq(+&(Hd8UpAc5Xb<6u+)P|qozR26iSK+zTAOL4mnTa8s$M&gUt+l
zVx+hoQ!Q%9V1^t_1Qfm?j2`l%{Lv6V4*^g*fnZqb!K5MS4l_NHBZ4n?V3$MAZ|JTE
z@sZ`Rn}A=G9A9ASfrJre*g-@fAq*lxE*{0BA%HCeK<NV&LsAba>B8UwowdMBh2)6f
z&mGuhk@Fn7PmtxX>n0>hjxVt50fm(dbaWay6j4JN!bA7RD1T&!03=nQlgO#anE{f%
zKqU6`N1iC5{DEB_Io~129I`leorFcn^9MFvps<2q)R06EX9yqJAEWG%8v>BjfQtmB
zBuJV<Cb6YH^27+|4_qpc^ByAh5TdyB5f&%UC)jl%hZ=|t3QuQnFCABi2O>N(${KMY
zfIC&dWI(A16Jt+(<cK2Y4;cnzh%AGhjmUkl5gud_?0OKQ$acw~tl=TYAGq{jh8?IC
z3kzLb^oUD{qaJ2pAW%*RF+d=;6h+N`q%=w{M9n1#9wHwhvyk&2C`ys}$m)>U2s3f9
zq^a6V#uk2%kPRXb1EX~%C{9NT##J^$#9=80L}N=))XI@!3}Qs(M^N5D&Q&lrA_qQU
zc*4NI03u;xFg3_D$Q<IZ7}atmw(tXmD-1(I95*>qQsl_>C+@fh$-vSHGL4z0aJA5g
z7YF4<2qrFvKvW^;E(lu+oC`rY5gB7&M-DNAI1=JE5J|kBu&cxjJr`)}138Qd)t4hT
zy$)}mgYq0MjG8`>d6;Pmd)gyT6qL#ln7I4_Qw7O|$mCP3Ir0fguMnahW(ILI!i69f
zaX!PY3N!Su=SWb9<BA)Q`0!4dBhh!DSjB}wsR1{}OjFp?9$`^X>PE%H<qu?4ko*NA
zpE7_Ta@`1HgT$Yr<Vs`{h+(6;62c?wKWr*6Ll1XILu7Ep(rCYOc;#E%@eD}^_(;rD
zg)Qw75`&~`bds3-fvN_S8$lS7@37aBFgaMhL^Xjp9=b~*d_um&l*bG`+_fYu7I4Sb
zXucc{`4V^h!cqVs8a-8EraOEhkhF}ABrb2DtC9xSj<8$@s~M4Lm>h@(<z93Xh~Z;%
zFH8)dZ_(w@!;Wx%gv18!SR2iiLpfLCi&sd@6GNh>D)dx`iw{e|xM*T>2BsQNK0{#S
zoCsqhWI?QFM33kq+l9-`FmYUdMi)m9J7RMrC|+>K-cU}HBiHS?;}aCyq+s+^g`VoL
z@nI<!AB~&?h+{uv06|bbgJD=MM5bYK5E`U|IMb0;;d3`a4x7(W#n8i!lyC>B#T|>I
zb>&dX+qmNq6w9Py^i+kK<}i7P6pNpQoCAnqgYp&#Lvk8~M9zsYHbe$Og4BaBG3KMH
z!S8mMET-?#MNmVJ)UXGs#~qtPDNT-Cx8jaJQ0$U}QPUK9ibLhYQYtYtY7W591LZ0h
zhU7H}3Co4ZG(-kM!t{V>{5GJ=65|7i8q^R#<)MZhDQ#BNn8FpSBR8E76`#lBSe=C$
zzohX{Qx$58L*+qID6u4Z9>B*3<tP}2<TVJ1oD*Sehzx{;=>gIB%*T`?))x?UsNsOj
zLk&IBLLOB$wp=+>(&fl>XFLN0V#XY5%#zMSq$*b&E6gD2k`xj%58x63<tAhd$!ic2
zmJ5+-hzx{8)(2wavICnqDZT-zMb3u^wky&;HuCF8Se&88EhxT6W?CN#z6Qk(1f#|p
zEG{XbAvw~O0R$0g4Z#AXN76919Dqv<l#`G#B(Fh8<eUg&Lu4Q%vOWkKmo1p$r1=P>
z8WAE07AVX>7!-z-!~sGtEPf%eJrvUB$a5nkZeS!V#saafp+v+iajakl5Co+u2u7qe
z2n&=FNynJ!AG-)77on1nyapj*xe%F#$UsO`oe&;&n=nO5_Z3J7BvcS2B-9`zC?tca
z5G#-vhQ)XM$V>2p+{cKRfv_O)MUDIjNkJeIlA=H)BCUZ~pfpGhMos^+3^0f)E(4zJ
zfaD_t3CU{^5;-Tr*bo^AiO_}2LbU~Ew=CMsB{}|r=mCWc0)s*gf<Yk(!o-z@xK)8-
z7!ubYa*!v_5#~Hlj9_BQb0a9-AY(|10+EQ621$M7k&rxr$P1_}h%9m*LS{qq8ia)9
zLSz~u10j+1A+sSipxTPe1Id%;Gng(|IDx_pf|0`$#KxWD2+IUQ#|$8GKf)6IAoeaK
zKG4Yoh6IXQMxfM!jv;9ZL_$&;EZvby%fM?z<a~f&gK`9N4nk%_@*0Fh&WSKKL<T}4
z>qBJ|a)B(K^?$_q8WK{X;NCYV<j}(u!Y7>ju&F?g^Ff?QM~u_Z;{?J7<wg+37K?<$
zASnbF2})BSEJ|@o6(^7zLHY7I*7hnSPeJk;goNcnWEvs^At5@jk<W>6g*e521?_$Y
zg&GLs3R#Faq1Zu|2gNWXz7gbzN%(`*qk1T<7FfK1VhVzh<Bu3NBvs%eL21gB!HwcH
zD$X#JawIkKBqZcq!6Rh&LYUYwA4m)*prio3L7GlShO_h-AP|-hAv7$WU^FrL5Tpiw
z8bQc{a-$oCITDl`K^RmE;=|7wKoDEa1`>nReh?D5ZiKNRG7u7^9y<ovK&YMsxfO(o
zYo+2+1qwA{@*^y)L9v1l!(tc`?;sMA9!5s$AAG)qgg%G_#RUw*VhKUxi&K~!EDaE*
zLl{8m3WRZ`JHq0iv<<=da-%FbH-hpD_MG&Lq}^D!%y<U11;0yV86fTjk%aw+O9d#@
z+!#WLs3T$V0E-`NG$Mu(wInDtjMkC^lUE^Ok03!g5;=~L+1TO}AqI<mLUafN41!V?
zu2hF#9F(GwF}{2N%8L+;D>p%EKL`n{7m;a*41~mG1}sMsTT4P*kKdQLWI^Eu%8`(8
zBoy8-c|=ShvykH##0JGbEHw;FiX6$d!a^RI2E_;{X0T!8m_%j6Vx2GzNktG6l(KN8
zI(*`g)QlkU<wryfN!-{Da!!P?A$bu(;>wYbJP#r9xd-8D2n(M-amj(g4HAMdl5n_#
zRG`Kgh=&==@z5R&Bu$Lu+(Cc8L&6-L#Ec_k5l}3mV^CZZhhgalMuSoou2hFh9FmSv
zNqji~l1CsUuH1y&ZiVGSWEzqeAtWv{AT~fqeC|PYIfRGHueiiP;RXvs1WjBVpvE3@
z+(Ou>>4E;Ka^%{G8uAdHK7&33BwlclsPP#@LQe*fa*$b|w1q3(VTwc2FD8jE2SD-&
zgv6DbsGTG6wOlb>4-vuiEp8D|s3C_Uj7?0QM2<mhv8+E@M-EV-0Lg>MBq%>ZFt(UN
zh#}&Xm=pj~14}X3XyRu-ASo9+i91h1@*<3+U!KIBE3x|kB8oc~qRQaPldup5g*q+_
zi$6q+B3O|4N2H1YN}MCkT11E=Sdh4Ykcb$<#)8Ett{6uZhouo*G_g4nl45a@xN;;c
zC&K8#o+F8!twfCL;0jmNSU}}LVh}TKA+e8IOOB4X(z<v+<UwQ>EG}R)W^5ruK=Fwh
z!?<|3QVXg$YUz)Shbtc<#Ho=ZUo$}9D+WvmkpYoUajyM=<$45--Bk!z<7QzC1!OV8
zIT94cxZ(x0asUyZFcvKC(R1Wzo}_J_M9zmWHX<%yELbdIqZ5hjJ%Z8%F&H_eVX|?j
zT4WjQX&;d{U@Yu)<Qs-J(A)^hbC~(@6_V_029RoO=D_Sg(AZstJSU0l2UIp@NFa+4
zmm_h{SYnG;SlokXSjvFWv`v#E*K}C;BGaJo$A+=RSpq{M7~(E_Au`0|LxdXSl!nYk
zO`-UC*wQ{CXCPSUISG`zAQ+SvA()sP3DSdZ7Qz+;3!A%$%aIWOB8LYu8xeYhSdbV&
zClfJ7@KDnLateX4M{cg6ozEd5i%z1(1TqgZPeSq|h(wQJ1fNg}!IVc%X)rb<JrYl1
zOZkX=fnXu$B2cbEU`TERk;LXmkX~f-5Vjy#*xW@*j)a5&EL0FQW+>toLBtJ=1&Tq`
zJc%6dAU1j`0r6><GDoJ#pfE+nppeIpk@F-Z7GWeTZc%C6sREx2BAtO)kTggti7n+L
z@&$qg%R!*rgo;6V5rRp{ksvc*W+H4sW?^#~slEfL2Zap+;|otrIn-E!#UUb3VoL?6
zX$8U?nK_46zJ`P;g2WaJsA7oxh=@Z33pJKOJj|3poCqSFfl?kh7+b1G&J_qYEcbwN
z5-Nt|Mi5DAj(h_h>p|Fp%);h2a{LI<0}CtSLKdb96gx1Ch(Y{05|kDYsRhQORq7mR
z=EA}gnFfV8Aq>is$T5h_hQ%<5hQ&O2v>4LrYe>2yoy1J{$hiWU{R})ZgPI#bJWyVQ
zVA69WNIzm-E3$1MHm2K1_aCYbG5E@0;zJx1Pr=|(0OVK%#W229fSh6=?2(ptXyIQ-
zNFtN?;s8|+Irh-mkT@njP2f_An%c<WVWxRdPQZ>qxd$7D<VFxlUXFYN-TQ%QE2itn
z@gu69P?GZ`B(~7wFp&W@zA<^o=?224MH(GRW<o*{nZyirY$65>Acz@*2$5itQw3_C
z3}t{o)U-w(4?Wdm<_nO>TZXqdYDiLNKd|NLw>a`7y4y$}*})7GNXU_zFA;GEV}arr
zTkIo?A*US}dnDx`>iQKHf(RNptZ}nJF$KY}xWlAT^A~A6Sc(GCnCXpl5%g3K%75q>
zlpkrEBZ<wEr27wD2PoVSn7FV{!f3N5f=gZ8sQ@N}NIeJ^b<^ocF%1!Z2o@}qanX=`
zh#)a@Vj@El6cU#bkX0d45rT!D+Q{J}=SVrMbrmE((k@5B%*U21kzEI3ljB2FJ&4eQ
zv5-R<I~x>hsIdu)Wn5_iA&y8tFxE)PL)7&rEc9SBB7||VU~z<?QR5KA1H~)^V~=@U
zqOi1sPNSwZ@_3+hF2?|aFBo2+<w`_;!PedciGg~M5KLY_5@7>+-TVUXE;;boSmgN-
zRTp{~g7~<?9U=~iG30s@5yu7udy|+e>p*FWx~X;en+6IqWQ;2pLd22d2bB%Vg&+)z
zQ&buf-?&LoTEUM|(;BHf2?hxU36?wPkO7e^5qSl~0_8qz7?K-7B&9hLWD6`;zCd>u
z%N>w=!I)H^BCE$9qPSxLInF?F32CpQ#xo=x;3kpN5`;bc^AI(C2njO;i94hrGN`eG
z%7e61eW7ht<k-cX2120YHrUe+vM6#&BZZA4FT(NwG*5!^2P(#vA1NQ%LA3+Kd(MC*
zKf+xHc0JkiKFHyR%ElHW$T0@1B~fD-#)G5<TqGhj!C2HxvBTReScoBLT%imRhs6kX
z8WN+va0uZ;NNg#9_}mCdO{C;Qh+0T`#!@%JQap%ec)<Y58R(c^Ir1I897$na2?;ms
zBxa02VhTZGt07@A4@nQWNJM&qv4(d(qL%Mqp#`IHg)c-L78lrQLk18;<VF|^5x?ju
z0DC&YCkn}B#FF6L2+DDUFvGin&5?xM2ayN2U?oVbE%AjW`kV+NrXX>b1Ri0<9@`*M
zNUFd^!qOCsrdFCA&gQ_v3P$4!TaY*?2Jm4>ZZw3~j*vKokg%9W&5`)i3N~3{b0SC`
zI5(p88`rZSAWDCd;T_gINw+!@lH=ec!j<dcVqo`@oF}n`BB~f7PGGSFi8Bxhic@@X
zPH3D5mabs*aL!BA@f$3pU^FP_;llW1#sFMDV$YADxP`<vBKA>J1+hF(P9p}RkKiDu
zaAY<(l|#}z);vjz9EsjCe#`I<;sPj%>^@{RvRfgg4KX1hPOy)Th!aR0fnp1WK{?Wp
zf_f5`t`IbJ((Q0H1rbgV7OuPq633q(Au$IbVX=uxLt-410*K9lnCgg0h2ZoGP2Z4o
zjGVI3*$@?XSndp1o_vRrC(+%9%7?oa-n+yfBA6kFDFTX-5a?JOdaQxs6o1^0)|1pK
zA0W99L4xufc8otpKyik^=rM}QPhv=BNG4cnW2PB|2)^_O&WU*1si<ii!GouAEP0Y1
zwIp&KiEtHe7Tmq?T#2i1i3m6REPVM96u0<O07w>l%7KU?(in(Et@JzG%mIZBGKPd5
zHWC!x_%JBOU>G(3q4WG0{3y<mp*Y4h$jyzAbPrGC7<rQRITE>sgt&${65(d3-?4-Y
z{(Oim3u?ch#}_PCVKlx}fWM|hPHCfO@n9=UP(w%$?>Y>8@c@e}2#p@2$b3+41Yt_+
zNX#4wO^-;e)MZHHH^ilGr12B95guCSNOJQd%wNk8{sxcwAh#iqa~ys)C{~bT3&DoO
zER4jL7KqQ2*iz)k79%A;>f`Cx!{P}+BVrPj1<H#s42pgH=>xwka+(tdr$PyqWk?W~
zR!OCybq-oBNqmlEgr7?XTFnE)*z_aDc98Sq9Wu%hkROr!4h{`O_}~vmglsYcByLdS
z48lXiErdmGo<vP^BRl_L`W`iOu(ecSVz|Q}5<dtM5`UN^B(9N3P>!UeF9}O=;JOhh
zCz4Y$f>JaB6Q3tx`Rz447cw#+awPJ3bog>4a(+a(f;<*9U!vqmM4rRP0>uX`elX+D
z7dnQHh-v&|udtMZNu#DZ%v3pYMNmTqUyBuYeuT|+K;j8oJVL}^F^x)t(g40Rf=>>T
zAE}=kA^89~Pr}v=V9QgK<VaWziJTwFtsfz-hLGra5??4H%fV_$NE|`p4VeVZXhGr`
zM&e5sm^l$4f}HY3ZvMmcIdZsAo*$9p4xJ5&V{9b(bz~T*7C@;PDX$wLDH=jT^CZe#
z2xgvy<w)pCbH+Cej0}v7Zy4V|>r9wD<iu7~{g51qoF5@JQ-fT_vJ4bH;4vQLT!)*D
znjihJuJ3@wD=bHXXxzCHkpt0Ls3{LKWsXb{)KEbWGh{yQFbBm51jFJA8;va|!o<j_
zCBqmXkUG6a-02@PPom~15D%8)z&R3>6JeNOj-+LNTn{U$7$g|Nh?-*p#RDu(U^KS4
zgo#079Yo?z9mr`2m5rMAMrQs)_cdympoSMR4|jNjVgrU@@q|gkViz|}N-YV=iD9tx
z2BmT5DGV7_0dz=U6a|_qq2sQgJcx>sawIG-!f0@wgvq1o0`WjO5>Y>5xD?f0=&oiJ
zK$XYfAzH4WFvDFl!ep?=4`zI#ih$a&zIaCbaF4p8roYj75C)Xn#c;P+apy-+{}DBI
zFnQQx8C?`qI>XWhJ{pv=!Wd9<BY|{`o=!2-HADnm9U32;E5Yl}K{*K(!*bj!hF7qh
zh@cq|BRi<NK)kmMZ{hP5c>DozAvO}tmFQ+b^CYO$0=Fsfg)MrVAo!TEiYa2q;Da+)
zBA4!{Y}7o7USo_jK5A&7h7>Xnca8+rj+k+SEP{wtLM%eHBsedEQWg?MPk#jYNNJjn
z6#?OOCV}(~o~Oie1{OR=BJv@Eg+E8K5FEupa<c%EoB3ek1l<hJm3Z?cdJhskzK~-T
zI~$ZIapg+n^n}btO@kx7mP8H><WNFqW6zO<bE7YGUJE^Laq)5INpNnYtY(CyTWBgq
z<V9o_G+#ng;v+FmrGw^3L@q>S!EfUM)ru$>pDiFcsCz*!Lv|^Q4H75Ra)p#q&|C@5
zli2!{gz_UO&amf0WKkam7{p97=&1_EM^1$!IY**~134{L<e0$52E`$17<-N+p^eI9
zhYzx>ho^5?ipHeDX`EpHY(2|*lw1kUk*K*4l?Tm}NVyS|-|%B1TnnuyS=OWa8>_ka
z^CYn`g)OF$#b7xSLBsMUEC-^~=qYiewNzpLMGXh^P=fJcp@~T&#{xDsu`!IU4z-^H
zt{dU4R7h!$g+xt{_;}D%j+qmYMZmcdYpTYu8=5a)GrVS5kD3Qj`5@C6pmQG}Hen2P
zDQY_v*_9Bs0IL8l|6;KNIaeZwG<q!H<710$WHCfu1hJ4)4lGrn)2L|?mO@7sjT#2H
zYDnbJgs?$j48h28fXT)eqxj`u>4d1fh$}7P7iT4u%0X$Jgj|Uw<zwVr($o-{8~JeO
zMpy`7*bB~+Xl+;gF@jANGsclcASncu1f?JJoCxEir^b<$7a_hy4Fg!npwpmGM8=3P
zMh<^;HntcfMGTZD3Fb#wiX)F6+<B7d{K!X~@A2eHP*{@^Hwd-pv5wA1q!k2<*jW%r
z8XZX_YJS93L!z%KhlMP9*rW0haYi1?pTQq#1P7z8AubIPR)sQV391vZW4hOr(A<dK
zHE5!QeF;;6El+~$N%C_fBz95b9+d}6FUYhvgEx+SMW|_VB;`i*IY?aj5mq;XMzfK_
z6gAY*d60M_p9JMce`vpvX1NiPPKnHu;IR{o6pi6F>Zl+kKe7^8LqdEDB2nB3T3-ih
ziI5*x5S{2L0KrF2H83_PM?x@qdu%jE!a@K&WMF(mj)a9KghqroCJPcr<dXgjIPxMW
zHBlcEog=|D6H02PU48`HMU2bH3l9`ufbt}$1SB`UVEQoA0ZasvV$exQj)ah~)P{cU
z`ADiGVL1^-Bf<okWdNU7LJv<^Xk*f_7$T1br46h(lDxD>oGxP0K0*!4dL|zbL`m0F
z$ekcFnS5B*BWxnfBF=x<R3W*3p!1|YQX3YQ9%1yz$&)Z2!)WAuh+w1VLkJ%;7s5oy
z%Y{g~pe<FDeH+-)6LrN1r+j1;keq`ck<vDq`4V9kgoSJyJ~m~cfaGpSo<xcV64!LV
zbi&dBIt@uT=p>|mM39hl2TPF<dZgq?h;I=jBrK3gP&lE7AcT(|+Q@uZ%#cUJ+N&t(
znzB?!oNj!n9$gNSXD~^m^o`<v{NkAAfJD&k#KkAhceqs{xosH(xOGBiPDI2va%w<k
zL(&c^2})zA7?c7LsS?5(8F>=oR|E+P31kcjC)DtR@sPtAnT?1Qa#)b`0BNtnQ#9_h
zL~R*dX&zG?lw<H=q*M;~2f7$O{SY}!doe|*5e9IVLFOkRu|Q7z!So=f2vjyK{UFnj
zbcReqQXwK`j+FIu$Ua6LWkrMza>yaGQNtO*gT)CsG^}=nw^pf<+DI`2GreOMf#erL
zBs`sC$&-ZiLgcaAjx0)w@9?QbaVw<t>Q7NkiAWKsEaWr<V<S=<D$9$(3%(y|B-D|p
z`4N#LL32cikb#97DvcV-FdjL%5Lpje-H5(E6JLs=mK<_w$Hj)^7NSTSChQPACPa)0
zxZD5}r<T8&>;_?;1m#E&hNRTtpC=*yM39h{0%*hwe}07JKTH}qcahG9)R6G{gnDU>
z6q8^n9Uo0hPJ*hjVe*ASP|k$0eW9{M<V$?+Abk!Je@IX{PhzGIhzM%g4&fnE94ZTx
zA3+$DN{4%n1o;txvE@ck*g(Pym4t*VCP{i8gz13vTR=4=G(X}`Ikc6<p9fg^h|f(-
zKG56<$%%;E3E~rx8zDB~b`SN#VZibvD6L_`pxlVS!#htRawCWZ%8}SY1T`;$c$hg6
zBm&D@<k6tK2=6-%L|YX#ZR5@Z6y!%xE=0ye=SU_W?CwEzGc|cg`I54+S5V5phC%5F
z9b-#<ATdOK^cvn7653;i_!s1JY#2S%d~lvcMqW;Y=o%EQRpb<nJqJKUA@vrKBytYK
zWK)zUk=;vuHat&KI>v)7KZ3+CQx>-L2NHv%PzX7kvm~fq)MJ47(~AM*b4-jGYShn>
z;PxtbJpj19O8vA&o{5m$he;Bd6CrsGGY_JRK-3XIVsQ!H-Pq*$8dVonawRDDVZ+$c
z7G??riNMk*gdV<m65>A?3Gz86#tb!VVG9z2)ODnjklGP62ey9T+p5Uv5i<vXM5vq}
zLHU!2+z7H2WIHlOb}Q}Jh&%~iH$Zy);yd3JGj(C6K!^w|m3lFx4c`n2uN^_Yh4>qj
zL=Q7i-ouW`i7SvEQ2!BJH-h4xb}5S-labRuj19^gL}5@~BNh{tCt)st(B$}sJUyUz
z0b}x8uh>(JFP4?km?;n<0!pJGoW=lx!!uKY{0GAjUt=SQ%aNd*MIMIKkV7U%5|tN0
z`3qNG^hX(aMW_PlA%Gz{5kiuex5(86&X3@;m%;TU>8l2C<w(pti7gF6#6W2klp8^K
z<mO29{D`X$Np^08?zS3a?NwOHg`|FDlE@s1$Z6;-Tse}6*+~?4(7Xo;3j+uZ&6BWP
zNqT%!o+m*$5r&6jj!dI!o0aq!@&lE&;L#lDj0Ys<2OEi;3y7TcK+l87e19g~ITEA}
zZ!L*%3;jb0IY+X9W<yAgaY}P!I=Hn8%aOyeFA4G+s2u>pkX8XEiC#nE3RO~L2c#a-
zT7~9DP<+!rl@VhjA{T&IMAeX>oP`S$%8__$N{|a6m>8E+UkxahSYWjzsV!GrX@|IW
zYdXWo$dRyIiJ2E6A~emB;QDcp_8$?c8Il7aBoX-$S5Ab8gYqK?LwLAIob@Ec71Ule
zhwv*Q7Bokan<t4MbA_Zn7zxUa5DZGM2t2%6t_XjDTCXs_qtmE45_c&Fs`E&}u=z)5
zek7C<22viD3qUl%9EmHB!Nfti5rSbNxM-}o66A(~%a4#)faXeaM_qBJA>_0MONWqr
zh#-+u?Qm<iBKr;GV^|oV(#WBNYfOjKTLXqj{}Gb@KqMp|5bQ(Z%3BC=NM3}H2vJ-t
zEO`>*5|En)4nuP!tezyL90sW+E=T%+SF3>1B|1h<x5KH9MD|x21IX8?IT6AmE<ci+
zBZol!2ub&ld_W*a;>uUZ;*h)uBavmWu`zNa+#PftWrc(Sf`sNt@@h%qb0jELVq(;k
zJACR%RDVJI4atSbByl+sRPvFAK`R2_BRYtf9=t4gUcksD&~_}g9EB+c%ZmsaQw_2R
znr#qQ42Dpmd7jK*$N<+9kd%o^qNd&9QcoiL3gKVm+~|$AngVy(Mq+M+&Ut`q$ia}h
zh;ainFQDZRXl_K^YlWPnP}zulh+v_rK<A;^2XX~5uBC?>Se^vMCW&VZ;7&=98UU0V
zK^T!PQCY}o7sMV8c@pFg7)JFihzHA;knn+#xWbX-{0JUl1=o=DNIBH81C$qVwp!8i
z5q3Tz7oxJTtA>f9<Vlb#sN)~XO@Zb}@_LiF(vmL&C?~=&C@o^gu(S)IhkuSt2luK`
z>qy*TNMeoz=SOh;IJnl7<4>cYynrJ|!txG&8Z{T9^6=?I%aQn9NncrLo+PI?i90pH
zawCMso*#$byd<P#fsxpK4XP($wIhhe6^0b#$Dx)Z;cZkzF2R?VP~}kbAUY3KEiw;b
z7kIxiee)b4+hBQ;<d!S;)Rf7PiBd<7oSq~sFG6VSIWnCg1En8{Jq$@1WrfW^g4?S@
zDK~=BC8&<X$dSl72R|D<2cq-w>4xXYfu4s1g##*v=E(KnHFcz{;6YDKpu7mfklGPK
z;!2ytt(Ju3L<ou7&yX+y)sML6A<4;+;1(-t%np7YmK=#M7op0b=RZt7s(Mu3AkLBS
zbL&WNxgzo;EGNQfNV<cOxY8#i^}@)Z-IIj*0z~8TFQ|rug$byxM1&tIi}*GxYz^y>
ztRb1~FmfbnuEEd4%z@}4`1C__B-jN5JP(Pj<b>9fpq1z3)RM4#h)g3=9<lA#p*<@J
z%84*cT#n47!l^n#ZUz!H^?~yPG;g4tEQc>Qf#lG0A2vQn9WIQpbr9x9P$-d|Cy{d@
zGMktjIh@+9u-piuapg$lFv(y5g%)bv2;mW5L;8XDKn}_FDk#mN)seXJ4mNRY`43YJ
zn@)rnC{Nl9zFs6GWYAi!#HNWXaH;~OEKH1=`f#ODQ2IsSq1$dn_yMwZ4!eI*!vq#)
zkbH<Bi4A?&n9lIXk%*i^n1z}5u!|5f$%n}Xmi`ALjZ#YzYP)7JKp-qtVbZ9n4|@t7
zK6NB9ITAHQP(uunABi8;fwWk`J;=eBo``W1xYde!8abg{<jaIT_hA>sZ`vTPAt9j$
z&XbV7B(XV?_*xQIZxT5z5AQk>UycOjPe`sLp@w7u=f<Hn;{i!)5E7gt@#h*0S(XP7
zh%aZtRbc2wIg4j#<Ve^o2=+V)sTq+;P+G!{QBxo>IdZ6u?I4#bxLO0K<E+?23^dk5
zT#kf|u@2!DD=1Hro+BZ74MO71lTdm5`O$aq_8~!G1Hq7560{<V0b7nl&WSKKuCxUb
zN6nMi(<*Xm9?g+iM6ND|v{;9DeuR$f5Xd*kwHhR+!AL?mlH~!iUQG6o$&s*CuE=>3
zmjAHPpuC426O$uR`;tSm-HKeQU@v!2Ljp3+iY?4w;fuefgw&8jK0nebN5XR~p}amw
z=RF{`BaDRAk|=BHVCe)qjV)zC#L&|r_SA};o`-sl#O_1X7Aq)JAmM{a!a^8dj)de#
za32yDYeSW0<-@GGaEril8jQwON5bXt=E$K?Lqg&eoF`$uNk8bADlDa7qcPJJOazqn
zkTLf3iku^dX1f*P1MEIT4g(My7Cz`Sa_HjDlaL%a3~ESF9f>>tVamXA8iXd4A6XvY
zKQD6V<w%xg4B15FM^Gw4Pgw{)DE%QY_VkKK&mh*&t0h6MhGFbJM1%l@g$N&17AP!{
zG4@;u>O&5T{77Ps^oQg`7)eBq#8XEOo%{%@C*iduwR0r)@m5%BhS0-5N22CJWFB&E
zgt5_c<uIxtDanzz@*@*czQtEZ4y_ys&6S`!lDIsHoT^aSkU9ZDVyi<SIT1z<<s6C4
zcOWr@|3NI&5JK=^c@P^7%a@S+I4t^*pj1Xup7ck{ZP?cYAm>OtbtJ_0p+th}Nrr4X
zwOf(LTZdnc1m!|xjL3tiENnRuCWe|Lhe?|ilpjbK+d<B2IC3Lep2e9Xhh7Z{UFQm_
zC1Gg-KaHBUka@^y5qql@RExlB$e}p0gK#^@Czu#D1PIT3;11~_zp@;Z2T?K6Ig-d4
z5|JnIwOLW!FjRP;dkBcGC6V(WDjPLDVy0J!2qIOF)H)J(K17y*j_M4RG(^~)<m5=)
zeMpr2i1TKip;$wLLXxC*D{3x8=Aq_DT(#uz&5`K-M-CfgHgdkh#m)w;rUJzaD1L?q
zCOt>u%a0&A$XG0hg*kr$5gDpE65Mj7SG#rS=17FgvG2p8c8(mR_d$|dJ`kBB;cZrM
zPQ%%YB(9Dm*R2Du4^$e{X>13Pu7_Hy72$GXawKxCh|I=SD<X?$Gl1&I^#h+SsOSRF
z?hBmbFOV9I3BLadJm-%mH-d62sD=d5xO<V{)$K!K{TyaELvti`XFwqRMsyO9u7_@p
zME4Vfk6K3}=R#yQa?ZoW2Ia_MRzorolOqY_L1_NNRD~m_58XB^D2KAFCwgoL_fARF
zG)br@IlOWty5Es=Au=0RE<_dw*N{VbHzX)Up<%k`$e~<Ag2E13OCqNW+-&3&hRQ}w
zmyo&xorKkrqd5{+2!nGZC{~6IwgJ_V1bUL-x{u{42;!^_!D>LVAXO|+K`dOYR#v{j
zeUb;^xFw;MM9qcBywMy93jyR%L1yF1g$VIs*=8j!M?&%$h=k@fcn(D7gXCctSAJyj
zWdfZcGDLfkklYHbC5h=vBBwA^HY`0tX!P0<!XF8BBx<N2c!+$5n+491kT@A8Bq(p#
zfLoC`dVJuK9e-FZ1JTGi5S0y*g<-G^Rx^iw4GEqBA+|4xNMYzKNKS;2kQ|6k!gAzL
zTeX95H@c5Ne3+jhG<vwe__*^SLM9tjHV%`#2&$vN`H^59iIN}T?NKasBrG?AXxuq+
z=+}^-6hL&l6_&m*X-Im6k)V`{i4iG#X!Rr!?#A>J%*QYqGh`qlh<t~O1+F27$*2xA
zFM@Lip*oVPITBn$4(jtDLHUg^29?c3%}PR27d8@>A|W(p$_0raQub($#LSoA97#B?
z2E7WD+z85(cw4Px<wtN$io4A^400r><x12X2)4Wk5rgDJ7zxUMn0VyoNX-0)DKZ?|
ztQffwEl2t>fgmC;f!67O$5=rvQ4j{VMzOS5nJ{xM!W1|QT0<gS0ctxBQA}jJ6_Wd~
zk+8f7p)qqKNM!iuNNgbk62r`Y=pw^m-UE>nP*|Wk5<LF_%8f7#$wip?3~O#g&yU#a
zNRU0C5&#Jg(cB1W2Z8e>dOAVpgHjiE49STw5|sZi@o0`j4^ISt*w&DcksVe(aP0`o
zkA9FbR`i@kLJf($>jPpc=xkP$k^r1Dhj5+*=SV^`AlP#wL==`AK{RG=1c{91NJI`q
zWr6#ULwZyPGcUkJKy?>Jj`RcNK2SRqfk7g;FhUiGg)|ol$&Da#*yTtjJ0g0Lki3VT
z1m#2+2IW6YJeng>^C5x<&XJI|$`B>t`43z(q3}RC60L>=<seG>kf0h8WCjuj+k#>*
z*d;@_jvURAI0t|cB?)FJ11p0dH1@J8li+!O*+aU11f_b+yZ{#g=M|*91I?XiITBax
z2oeX?i!co0Lrp+26Jt~dW<SVvLlm>DA~*wrE5(7tA!!mqVy0Y>2qI<UO#FjV0_JXz
zAJ8$xzc3OM4%jfFHpI>vi8;~_xfcn}XE;W6Fw~*sL`d!g=XzKkM5TvlZUnWJ=$0b~
zWwyiPC|c*p;o4@+V*)|Y-VZE!hzY4Di9bJrWFa*qhy}@k=p@b>a!Aijf^#JPu^nvX
zKTHf(Pk?Cjngqg!rEENje^5%n+zs&sDhcu}0>i=royJ}>!bFE>4GGGPAdELhg6cnT
zKEqi*LS#WX63oJ$xBb95G7sEyM6Dr*c#Z_;Nmx2TrYjgKz<nX~l!nYlq|4#DKN2-B
zLU_o&ChrV7Pz|{X)J7Sy7(EX__@LaF$CL+dPh!tU;9LlvTLiPfISwm}aDHUv1J}nO
zJ0Z3s$RXWoWm&~g$pFfIxNtcGZdk^EfRNORPQvP%L0J*vaTLtm=>7rmsgfgyY+i(<
zc0}q&ut0eOgmKr9;8rW{T!>W$d(H;ckRZEY7~u*K3*yEhNwTbBS;bJqPzZ(CawYEk
zSdNq*%NR=0ASmr3&QQja_y?sFEJtEHWoI-;+F`U66PXg>HC7&$nMg#w!dfF@&5IzF
z2z@9la4ihWjUYM^#YIChFG9*_v>XY`nGm{yp^%{hPYsDbM}l%_2?Goc%4~<nQN-m)
z<Q6<S8@UI7&dz4YhJ^o+B|$Y20wd){ylqxe>qwMbh&-}`)M5qY$2=xbiGXm=aLtjB
zd|AK%g4k<HM4J_}jvT%@65?x6O^Kchk@=up2x@bHXmp&-GPHY<=yfDYj${Ijw&2Q3
zpn8vZjLQ^1EOjJuEjbc$Bq&#cFlx?(q)iA3%7N$@RzsHHsf`Aw6mlJj?kk9YK_qHu
zpz=Vu5gkKv=FlJ4f#yh-P2jd7sD6UfR1gwWSK-P_#OFqT<T??94YC7b8;k_G!UpQ1
zk(47rxv~J>k_Dwo7)DRGApX$JkqDQA{DF#LJ}!fY18QD`@X&K3f?vr{IXvn}X!-}`
z1z5fS(KZ<Q2a!LC&yff{m@Lfv2yM4QT{QA?BqU!J;2qgPr0JnoLxSpUnEO$4BZx;z
zj)b)QQOP2PqG6LGLAeoxK{*kINzIWqSjTlR^C3dS1~H0+#7bmJgyzU0JR^yBWCxOt
zV7U()ozDP)pfn0ftH>CZqCqq$g%33hayJMg`w7AZ`4)m9wIL=63M)wHVIzlrjs(?F
zHcX&4A}BY4Ff2DhXhhyYXJOWnAhR$<(e<J7@#IKoo*c5ZB$aX`C|~9=<e|)efKoFI
z54GF~axcv7B`CfE<w;0x1d-@@5tI{Q7+YS1hz++K3CV@XB<@-gGw+dJL;5k{&5=Vp
zPf|HYf^sD+Um{ZU&~CL7mm^{M5J5w7A9ix6w_3sVBg-b1P2gDv<h%%Bqt<B1JmPXB
zvJOl(#12dn+-e283RLe7(OQyfITDf=VI-&~LF7nKjWhHx!u=rMAY)MNm=EqlBk~_6
z3wvIKh>qq+SkAOzdV!@EiJ1!#BG~IkQ2rdvkp<9RB&^K}%a0&B7rr)NXx5OR5(Jhf
zk#l1y1ITwEAA>MvK17H>@*Z|_q~=IiK19$jn6R~45%~|31<HH4apJJ3BeAC%h$te3
zVX{DJ5{5zP6dC6-Kp-epgHrcU#2~kWFeFDJ`wr%7%rHTSK*A3@IZSdSxXp^bIslSe
zFmn<}1d$UVEKm)JnIl0eabt-2xJYo01otF|Y^xP%RV%jCgGgbRELge((a7l)#D?TY
z5IGd{BE-$0+z7#tni1qL2nP8WgfYVeSp-{nLd1qsj>MKXaE<Ih@*#qJ!Gu{y;?9d8
z8Qg7Fh&!MySMbV(A($s=)Qil6){mh4m<vhVLz0B##uA2Ha7z`E7a=4lH^MM-9z<nB
zavwHwXy-`eaUDoLz$8Jr2OT4FB7_C1AxX=Tgz_VJoxo6Tw-U^es3{Dc2TPOr7%3K#
z7a`=3%#2V+gK{Ip7m%EYAQ65?4;2I-TV8~S4domO8ppH&rF!s4D`s8<iD0iIA^8wS
zLh>W#xDI+gM&*M{$A^b}9m!D0qz8h~-B^(Hf*=v83mXfODiJ9a!h)n?5D87%LzDvf
z0D>X@LXZf*V+$FG7$O|eSwlQWLh>V?9GQo89UUw$LTFfyB&8ooxQ>L@l0&oA3aTMN
zxe<o3<Vr}&!cHR6BqE(cSdcUfA%|#IggP7I2M`JI8G=Ok9((9OMA361j9&x}`ytrR
zVFIr)hv!J#wH0P9iJJ3Z`4O|#3aW!q>qQuknEVKG5qNZGDBkc2P8Hx95|$?!m0%E>
zJ0a-`I|)mZh*Sz=fl@FGLzDK9rC|Pm`3*+He4h{AtA;&<3ZS6~%ZCVh801LsI4daq
zW5=*u1fxOu3{p3ONaXy8E(7AjbRpBk=EpqH>Q?Y*>yTUBiZ4fkbEYDrBBLVC6bDO_
zurvyzVQCmd57~?ecR0uw5DfDljE4CiS8fD}Bk~|BYbdXygO2ME$dRaZBq*1GFeo>I
zFnW%J)t?|WFpQiVLF?v5M2>{jjW8OV58?GBC_kcOc>aW>M_B4arXlGULc$aF5N1Gp
zf^WPPl=rY>)O?7{8>&4?aDD-`T9HrjK-zx+t1)rsNU#Y^pm`4nhVXHdpqvSjg_%u=
z29NFx#hxU~Dp*d0(S&m(EQf+u>mcVt1RIuuhj1oDaXQRD=y?)SCV@!oxe+9aoCl$7
zSXhHwC_}F&3C<ft<w!`L1gi(<4rCT2FG5IUaeQn-`4CwiwkvB$g)e4)WYR;)k>EBf
zEC-^|3XCWaY4!t=eo>P35au9!geY|&EKqKQU{LPEjtdzI5upm|R}POHNuY)Vo$G-+
zcR_L@g2b&7Sq3@B5n_Y(hk;J{7_m7Ll0U)u5|)04a2CXHI?PXye25?+xe-KS&5htv
z4ABQrVpM|VMi9-YG$eN|BYKhea|Lo<LSeJ`A+=axxe`SMMvV%R#cvy?EUe`^gz_Xc
z>qtnBWK>|3XOxGo*TG2ELs$ToBhlNfdEmA?QjP@YLG-o-Ql13mL<AnXIg(%viKmWa
z@k7s(ERb;<P`<;5F>@V05m=5KLgTFjawK}XLgu5iSmC)5Bq|TelOQ~V^B*>+!}27&
zeq>Ytw+KLdaE`>97a?JWGe-`|S`u7GQj#N?Y*6zgh(|=8#FzW9$-&yKLncSEtU_%=
zK}v3Tj|Y;LaFL+AhYb(c{Kx>U_d)qG52XY`gaWRxQiO*oTB{Wl;zO{O1l3}o)Q&9|
zAd7+2;lPkQh)!Z{t0GK5Hk&v$$dw@dL!{k`t%gJz*}<K@6mg_TP}&^kITBR&<Mci5
z5W`tVGU*M;90^M4g!2R_FJQsw`4E|pH%}6_5nTnyokM7J2U`tERE`AYJnVS*=0^qw
z25@eK_z=7A6^LoKg6c(NJmhjDD34*^4~d>1Kq|3d<Q#~djWb`O+dzm9$&o`OPg2lk
z#g!hxqdJgui>)Iz)Wsk^1CzKyfQVWWIX8mXL#`)jLtv#2ESF%(i;(^!_FRZAik>T3
zB47~9S_GJ#==8|Qk+@RhFwc*m@&ue4DXb+yxeytTlpKkk<Iwo<{07T+_-UeZB_vM{
zfw3LXY7uO$R_GW6?y??t9}<#M!6Yd44o6Ij9698AlAtt>UKe5GBh``ka~GMiw~5S^
zAomW@90|>hpiv0iIdTNokf1V#@;r%LKSJ1yN<-*&ETY=1Wacpv>q!>k@+2rnCJz1(
z2Gx;F222K!Gyx%r$dN?kM@D&2${ns4DM!lV7<0v4nt{qXEb|{js@+O3N75-bMzGw5
zK>~FpBu5VVT9RcII6s2&qyduwQeFh58eC~=#OFs)IfIlZafJu2@Pp1vLdrj6atMvL
zg3>p(HY!+*<u={&BT|keP*;Ln3>s}6)Oiv$KZ5cmN}j}(qHv`^q%oc0T|=VfNL;lf
z?pY8}d55Kz1h-g*!Ynr48j`O05hX`LYD=tjB_ux%!5oQHPm-D+!DBhFngf((hdYM(
zm2sryNYGdfD20RTL(KF~*Bl9NvqEwsg2Zqa$i;&`M}lfabj(--ttYYNNZhp}O8q$e
zYe-OOLqv`wP)j1WSV3zthDaTWr-nr22s*V}app*bOQ3lZk|RNRa?rLyFx#w<+{su2
zh3I*5G(UneA`+$`Phz%PL4A3hA<>hBq-~5E5|IbMEK)~I$x%;4egwM(tPZ@Q0pxa2
zPZER&U(N)j0W27rA3^yNIZxutk0Y>#1Z7O3awM*L5}GF&l_2FHj2!fN5>i8Ate-=q
zd^n4oJVu%xa885UM>G$-4ruV@M>|*=K&O#%<U&RW#JwH>l21om9}<)wL70L(3C)q{
zp+7`&BvK8DCr6N$zerV0bPmMk!ofB(3GT6AsUJb<1DYctc@aTE@*XyF#O6noRp+2k
zz!o|nG32%ejEy5lG8qi&Jc*@-#FpOSVx;CW;?+}>A3^RLWT&{|$c^wEiO7lQEKmwV
z#-Nl4$Dn#+WMQOQ68D%ZD7;`f5k`Y@WDO|1(eY5pk)Tvf5EGxnNL5L3j%2w#c=9B!
zF&$9aV61_*RMB%HDj$@_Kp37EAt`fY<wl5aAwGwapfJIXVL1^*gZk)T3<_~9crf;H
zKyHH0dl1ZrsJVsIyhfaQR6EG#4U$}mzlKE3d$@UM<2fT^&I6JQkx6J?gq2O$^CLtQ
z5tiWm$cVL$WHK0ReH^HJY)H(Bh+INk9wS8+!fXmzgJG113N<7mWx>)Rm_|;gBZ-ZY
zCn0$clSG6Wgayu%Sn5ZELE4ifKR-h93~~9*kHrsVCKJR*6~S1g1D$V#jx~`}Y7A_y
z#FrnL42Wv6LQ)ih9MQQERPvzYNX*_OBBYR6cyi?6t0l=v=V*Gc<w!_=!%H%q!GO@b
zhnf>{^U&M@DId_tfy|SmITDnIsEu*vN#s0;$;Q=c9c<&Rl-7@k^pBb^L8n8)a~$g4
zWsH0XSI2Y)ckaU{1Id|8i4Yo-9H?B0FGmtNs)L!b7E(Kf4>j}9awMqLpg=@>180sL
zRJ9}p`4KILAm=LVY{)sv*yRwSB-WBht^l3giYOmYSOb$IX_FrrM|_UNn3=><YGKWx
zIP>HnnF9fx$%>M0G3yp&5u~(_E!QCO6m}LQKfb_QKayEPLR~iKawPVV1c)fs6hl<X
z8frBft=tQ)DTxX(L|8+@9+MmtIg*I{2u<nO@*j3F?0FF;ikc@MFu@>99z<g|mpD<-
zx>jhe1lNgZ^*>k)G|xjPjJt*;zr6}dTeM2yL(N=rawN_fkipQGL`$#8wIPg6QI3S=
zw+HZAk(eAwSuJ@6oa;a{t8fhS3y22G4tRbfbBq;Q8w|C4Lp%2}%7e-$67gVdw}R6v
zD2?L6B<Dp)Ee5LP5EzyxVIr^`32V8c%R|&bOd^j2nE>`1IPXDNjvzL~pCA?((>zz=
zUdc*X{W#i(M9$$P=0<RthS_3;i_kn(K<EB3?ZMMt1@CGiFE@a6fpP=_!*U#~mc*4K
zVe&AYAd|?$5ECFd5kWdKfpaA|FCs)S!-Z-h;QXiqk7=YeJEQp#IY&{-CMQQSF2oiu
zAh7}LOVTGtBJv}Mbq3|`I!Mj|iNi2N1VWOR8}s0;V??flus}Hygdsdsl4`jSmY+en
zk!2N=4iiR>q%=2<){mGun5;ZG*jlbQ^CP%^1dWc6-<N~rC<qD5YY-YFhP#dgsR5~g
zVe;}MM0Xk!0wQuBC`W=YLIlR5YMun;M{sTg<w%q~NqK%8&5=~fkqZaW_zpM~Li$t)
z5~Vel2(D?!%MplL>I{4w6_nRN7?fKOITF&71c@UsNCgbPVFE!?T>;UJ$d3>f*w0L$
z+z7)E5oD4oxe}Bcp|vA8KSFmtg4S<=doW~`=SVs+)8nWJ0|S|%ild&Sd&?EAeniQO
zuoOz28WJ^6Lh=f7%M~Jm$d9OfNl<=-VB&Kn#Kbd5H6$cQf=H0xVEGY3gG5j<#kmqW
zM<V4$;`Uo1<vi?ZY&7>_4*~3<MTF?U=SgV#gVc@Syofp80ZY}y=L48ZNdAH82hrGa
z8={s3slc9V&w%Skh<P9qW&?g2VjlMVh&@k&awarPz@dT6wgZb0okt;g5lj6@FrN{T
za=>O_PmQCZpb#K73^CMU&y(~y4+}Z9!PwYRBrILyPyLv(pqvB2FcVO78>9w&4<Frm
z4{jTyt9i);g6KICWG<$S=przCLAehXwn1sTg8UD{u<*c5<IkBkko<_$d(?r~kl@^e
zkrGH21*N-Dj5`D<2x0VG3GQ!zViYz~M*|u&rGe5R2qR<=X&9EW(NjD=J}A#1Fw6wx
zIuep2&oI4bg5*kAjzrCqp#1of30sZ?nU38BFxwzB!XMaK*z+W6SRg_Lm4!QBg4BUy
z5|k^cof|=^4R=}`m4So+D3r*?$hi_4k2K4ZptORHLFo^KVdCg%7m~I~=}m(23j%}m
zgYp(?ZUc!T=SWzdM9#M$T@Z{vS3=CfPNMq;laD)BqPF4@VT3FW%a^dwgVE5Kgyu(*
zYe9Ue36kbUNqixIFZ_s-1C76dF{o4pVH)H~SXx2Qpfm=<AW_WJ3K4;&b?mhgx+o$q
zLRe?OZBJ0nLe6avGeLDEC@;cj)LaYF1H%xru#pgxaFGxn5F%lrKne{CF<f{wKjO<S
zbde(}-{C7M!TAwXqJr`x2vaprVoN!wsm})Mm?SJEBhov1{zK<u<{4O?dWkXv0x=Pm
z6Jaz+6p?QcI$xrV?x5QO(uW<xe1M-u4GZ#lkZ^|PM<z)B5nrs6AxD?wJS;4sI8QDF
z<wpnx<wzzS3iBi+bzmbgQyl*Eng$(rL8N)~d<fyA=MxYgIaeX_8mu1)Znv_Efcul6
zx)P!qp$@`_kRa1=VT8+2S%mzBkjD%Y@<c%44b72|xTHe5K+3nnBCF8J6I2O#XiW*p
zksuP3D~X<^1f>ShiTV&47m1nD5a|*Z3pJf%@^Ix8kT@hiK}giR1~LayJ3>hG_ANvY
zj0Bm53xiC;hH?1^n>c2;kS+oVb8wENetx7=LLNreP$f@-%0qCz1m#B%hU7_txe}5V
zAS5UyL0AwH#K(oPrA=&N*wQ;h3|B6Jh{N&|j0WXN7#pM?oEM?BBqB$`RG`uj6S0#Z
zv(Pa%f8Z0t6-LC0gF_pd6TxvvwG;tL6{9BwkWp4pEe62x3CfR9432B?EH#V;8RLWT
zAT+Tl2cZsM`b3vQPwy~3_8bBcMa@x|JaDU(={+<@zK4$iVXB0QK+MG?!LDJJL26&4
zyPp_7B4kKsf#YB_Ka!DcXsCs1ITBPR)<AP3xDAAo8^LjpB0_rl0qGznjUv>5(>zj&
zhw(9U2SNmvk8shX=SW;*JZG5BFv~z7)Qt$2lfnXp3%S^a$p$G$g5r>Bn1+dVm>W&q
zJjsZhD-rpS+!TYVkCb!@Q47n1@YD}Z`-uF9%EFZkQN^Ko5<0enDu;`QYR?;xD<F9h
zMl#`EJqPg#eiAjDi02{aNUG&UNQxTf*@mXxgM=VeNNjCa;?oBqmH1O7c3Ehigr$6F
zD-k`1fcUs_6Q(%0CrMI{L|w-Nb`!!y5EkCK9PEBWh!P4pZ1Ujpk~TFYO_S@0Fq|s6
z5mv?`=Spy_V_l1hEsfw4L!>^^S@6~&H0^_O1Sk(8W6XSqO9Zu!B&H_`F$uPc2V^_E
z&W5;%S%#wg2nrE=VTWA~xqhV5?haTw8WEX>#-4<QB~@r}o`jUX(7q$~G(n0eDAkdT
zVd)-5gIbM9t4|4ym_l+Cj3hTlg7iakBccZhcM;isgXd*ZLKCDGIY+`uQ>xH3PO2ls
zc&g+?<oJZ=N~+{Z3ezhr-6Lpdo&@C(P);EpqvuD^Dgjb+G)4^xau+;jk?&VfJ|h-`
zTQ87OlNx6OAkxnW$uM;ACL&C!!h+{W#u|$AB>8C+t`n5zkuf|+5|I~~IT4TvOO8ay
zGIJ6!8v^Q6qP3$zE~7$@Oe4B~Fq$9fkfSKKf+{(Y`t>9{S5cB?L1`WtgL5Ro+=!gl
zU~K4!4t#V6CXP%KkuNdwBqhE>(o0+&IhrFW&n|Q@f$BLDdEF~G4G>+1Bd05x<Vf(C
zD}fw|oW~GsVsa$mx)Ql`fUuEr6=gm~4m(`z(LN*{@)LEepn9%^w_eF?yHb`qp}HYy
z9+f0ik0J6PDvP)rNhnXEx&^|cTAn1_dIgt{&|V~RtA;{0b<*IdDaau}^&APWC&|i@
z&>Tf+T7{%|R1$xVM9qcBJYsVs{yd5578s9Ge<JC}RXc*j!TAxsT8F}1h)6NW>1dQq
zy%0czFcn$gni85P@$G;Ir56~cQf>sLQdo*drfHue@#RTmmmt_6w^9kiLJ^auQGOgf
zi<NqL5Zxpy=0rsKOKP5^aeic$!IvYE>qK-m@pUA=90{@=krQDoD&<B<*kR^HhzQMc
z<Y=Bm&q>td(;!cRb0pC-A&@jhB@&k2QE5<~z=hFsAu^wo9Em?qqPhpfqiT)>g`Oi*
z8WW;T0?mt%w#sNPl6v`t_9oFFM?(9Pkko*bN+9JnG6_maRK%c^jt%3=jZ80*^B*Rg
zmN}9NtLd<Z97<k<!~rx%Qf>Vl?NjB*wt)tD5?o6{QUjDk&WA8I_7p{dD7M^4ew&q<
zleRgMMtKr<jzsh;C}NH5+(HlE(;!Ep*OIVQ0?CUY9tHUhS9=e8ejLCY`3O-r<8m8K
zawRByQ82WQq$nRErxJRk%8_jca%fYDjaf?~rx7~lN2DD2hzSCbRtsRZRFOp}s3RdZ
zfk?1zxN{^8@+5LdgW1&0ks~{=(98E!%7=(j7@Q;FqdVYq0d2qHKk1Royoxu)gYpC@
zZy+#81dNgMA10gZ9Eq?A#Cpl}5}*6%mM0OhLjj9kDRQLSL&qFRW}d^<R%J@VpW2~y
zBq(PfV{m??*~kvEO&~Ub97**&nFufaz-1w{j-<lK&PdNE^z=WK^CYf1lG^zZ>ux91
zJj(PE+FAwW4H%|xj(mjbB1|55H9TdfeV~UdI4{C-CNxh{P&dNT2R+l|NVf|X=2W7=
zc@mZ)pmZYcnvM(^(2hqi#!TVJB10%g(kxGo=E$L$yQ!2HAtf<pj-*z8OlJZ?a9(7}
zMnL3Th|I=aLlWC+g`W@k9<#5B5J8NrVzUw1MaXP~`=RyZ8L;orYdmuJNNrc@<jA3!
zs)w?xhd_=5<wY1igOr+~ITJap!`RsJ2Q2p>@)ITtF|I?a9Est6P$>iRT{^tg01_c5
zN2W2M=SfIeNj5o@)ArDHJJoU}Y8^>l{Rm2n_%JjdqNi+FUIfut+N{t%Bq&#6=0k)C
zwj9ZXr<Men2gk7fDvU-M+d+3P5+9#$L2{($OlW_S@>+7}rs<*Xaw_G?8l<@o((@xI
z^%2H6awI5)gK{GXgYyV1Uw~+&{D`mBiku%2btKU_5`8oYo+CkS!-EO?8Buo<pF6?1
z5}YT=t{+F&mJejUrb?bf<VfOE4n!p}sS=_FPmW~D2IWWS+y^3mpyWqTZbj6Is4QGL
z5_g^inTCQv`5%J8wu0P)Coe+$0`V7N5)x9RkWNfaOitv->_Dc+QM(x!$d5UQPEhPK
zIl+5E#HSp>X%SfkBo*T%sdJtOs|a!(i7Q8<<VA1}L>FO}A($Vt!J|6JKE%%^K3vnF
zF+x_JWC<OuAqT!xfaEN4Nm%@om?!b4KTKJic@duW37+PNS~J3Uh#C@f6AyKAB-~B-
zT#e~R{368XNpKwriWk!3lqHlUbl_9us0&DsIhYPmyu&f^X$F7V!zPO_ZNucS)>rWQ
z3pBb3!=IVJ5Pi=FsE$O<lT7a+Dw#gRXDmQw;J4}JfaXYeegwq}ES`v=LAeoxNAttL
zhX5!Zh>0_FHJ~_0!NlfCY<Uj97%bP}qapd^3ljuFcnA`dlVBK}ADKQQ*N>1I5|k%V
zMd3LTf1ZTc`30Q+@wpKphu^=Lvc!cgN`3^z4SJm6;)Buv1P^?A9CZOCCO~}%T=9in
z92Dbdn7DM4Mq)22ov2zT8=4o9a|a|x!g3;rhUG@I{D{brIBQ8<c@kzHghu2!{4C5o
zhhK!akfk_Bj^>8J5CX6qNm`yn%ZsqIKwQcpHBaJC-7r~5o<NYG9Ege$`4KHgGB6?_
zS}loaxq@_~ns)}R6ad)`a}9nPfBr+4B{o!Hv4BKlFHMm}5%E9TiyRF35#$EsI6;mp
z+-w~A5tI^$O+DzT4j&(X>W0aJ@&htP&pn_V1;g<3%bDJ@_(32jPeNEMeki#TrUyc!
znu=^6gbi~Iej1-|(dCE@QBde(VBB#Cl0lC7(fkO?3xfqC#|$W@2w^-qlK8n0^puC2
zk3V%oWFh$hl|;@xko*KAp*a$k16g80ECxmp3B&MQ3DX0kkxfOl55$AGh7gI{uc$J_
z=0^Ce2YSrlk4fZsA1rBc)E$rzK#m*2?N{`8N8=Npj!@GdE*_!u4Uz}t26T+bJFwgY
zqt7s%0q49}7JSf;#gFL>(&!FEH^NkO`yhOfYY1UnK1CKMJ`^!(M&$UwmnRXi4oL;0
z<X{Q`MC^cA_~MaqA##jkWfPy82=^%yi5l5~<OXySmU|$12}*+Vq95M82+OD77A;1u
zgqezN8-!0NH-hAma~?J}DdC4VKZ0Thdt8EI8G#2=N*r|yatI*e2*$z^pEaO(CIXX^
zt{`erQ)eO*41!WIJ`BkVm?S9gK=UEfXA*KEEJwm<NX~?t1fHM7v<)JH&z&GSn4ds2
zs(&G2Ks-q>FGAu7GX`OC3!{-!z$kmLg#av;&}n$Qf^Lr_GA)2p1f?kqlyX5Bl$vp2
zNM67s;W-kT8;PqKVfhf1M$VNWb1`j$iQsZ2NF3x75XK&Y#D*1i-PlEK5NprT;}pUl
zY$<TmJ?J3-i6`tND0Z1_z&Q<j{NobEmDX^nM-~UAU=RkSXlxjk6EJB|&Vlq8LHP+a
zhmp<$nE~lrg3QIV4JLxkjUX|QA3zw{Z@Af%gc!1^(0lB#$0tY>J^n}egD(U?@q`P5
zPwqgDaeA;p=@^DVX&V_QGB9G97X;@Hc+E&j-H4uZVfhkl1E$Rkj7*q4UzpoLG(Ex#
z*$!}y#1)&Pa~^{)_u+C8t~dneNOEdP<WxdB8<du@V$eJyDu(3}XnsV`QPkk0<w{ih
z!Fdv^TfzNe()~`E4!k)MSL~0956%$4mMfWT7#P60lCpF{x^Ap#96c{U_%zImsQKBC
z#Sda5CJD}cm~JNB-<0V9?_y@M!4{K)GtG^<3V#To$0STOS$#>$(iUdwPQ=Uy5D^w?
zwo*~^AUcn<JV{vykgnSXRDOcu3|BmY<VNw(3jtVsBD<XKc@iy0Lh>Fql8*Tils`$y
zlceV<igX~y7c34(dydGVGL+evF-gXVD@ExGxgCftC&I)APmTn+2-($i4l$ddoZd#=
zPEH8WIfa31Nl+@shw0Xb1l5lqjHix-xf7l%DJzjk)J;x|j_MiOAwbt0naG5*-v~?j
zC~L(*xrO!^I_ipW0WKCeSCW{gC<))8ow7z<Pi_cMl4eNMi=H2GIvH9^Lh=fFo`i^!
zPNJIw-Yo*L38zCC&~qn=KBgf5;&Icc)G!YLdZjX?)J;T)Lh=e}Bm)C!>OrcBa0*hs
zWJ;t@Xc6VAQANWz1ZbVk7#OJ=c%Zz5jv+Rni?aAZ#HmIy(mbrF=G0MxhIR<hE~O3a
zaKUu_Xh>m($*2e|LVz|YjTSB)XfsDcYM^6a<k(N$v^KoMjhbOKyhCc#ca((yHBuU7
nE*LtxsS#F8PD97Pqb?n&5FkIL4U~%q)?RYMYhYbHxNHXiefwp{

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s002_nl.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s002_nl.png
new file mode 100644
index 0000000000000000000000000000000000000000..fe36b91a874fd8f4ac9e9b704b9de3a5e0e9ce6d
GIT binary patch
literal 9354
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=ArPo-U3d6>)Fp?q99z
zT{Z9h{s(VTn*VV(AJj0ok+9rLMw(T<Jc}jG;LZz|!%~U|pR$R?1St5W320mwl922v
zeDo%*%wVFd?E0IgyYt?De<^?UZs^s}yYCMR_gs7TF7)fw?|ZjzeSgOCer<Y>;W3Hi
z!A-<WjsN>}|J}8AuX%Q?@_qHV$1shZXL{4C>7i}h8cXXY8y>3(H!d-{$~v|A{?)kH
z$%fBv8L*xUy<RR+ceL}>qaH)?hQ;^R?)nn@VdLFZ-sZ=?@T>2vFXg}e(D--w_k^C8
z?f&)O-Y=SSZ{wA{sfXQpQ>vQuOY@J-ICjG4o>}zIIUAo?zT)dO41FljHRrbA)m;5U
zx7#N__b9!6Y=%<74Yj9t`c~xC$=$PFWOLlI^#8FLvISeFJ-xuUb{g}CX@yTS*R6VL
zaBR&X$5Ru9t+zx?>HqNS;?u@;t6U9_`5bz9Q{{MR$ySH=A5L9-nwb}xoznC3UBN0g
z%Z=gz+NDPm{)Tqu{C!eks&?q3g_8O=DX)ta2Th+e$^~|%or!&5AT#}Om1OeWAB#_)
zV7AS;ly~e7!#M{{%XQNYr}WK__ms=fv^QH|IKA07KCJJx>7U2{|18&!XXW|dC?4Z1
zml3&DwpUWNtdiGq^<wEsC4O=CyKF9dWi?9~%jCSSDhg|#mgrS^{lX`o*DL2{ozd7Z
zJNtB`Y)IORO*MxWeDcX&9h>d*e?!0Yi9*@HW$DXmt`vOoxxM0Twom(p!r3PyWxbC*
z4f}a!<CB@&LZWZZ@JrZiHf^)j1fElOKRsN0!Z>%$w=IUx56RiOo_i%=B-4L7U(#vb
z%gC&5>B|ykPdkgkeox;R;Z=8C;8Vo;pz6Cb%r=OhpBj8?r_W)jPu11aj#sU__2t-=
zw%CeYGFQ%}@?D#7|MpIso5EN3nJ<%jv)}K@lrnAM4clUzw|`1GAIg4UhSY}7za|FX
zT6<<6Taje#smZqCa~YFQ9h&#r*Dtf(=u_0GuO%A(+t^FxdNi4$*E(A+l|8j5TW9)}
zg*JDJuT~m7vv{*P?`cPwYVtdso!izuIr(h?Uz?$OLi<;p<y*987OJ0mTB^#woxRki
z=O&}{>UzsXb5CTvc3ihvzH-Oh6~#$s)NTYhpAdZO@+^wKXzt$=hu^x$iY6N+8uO~S
zZ(*0riap8tU4ehQd}&%wWNWU;G?|N+Q>T4ZyMCwH=1$#}jfQEG-!4QH+4)a*ytX{%
z=gUtuzXR2e&#=5<t9<IGP3*FW?L{A-pZfgPOI9(N<9Aws<^1QT{=AA@_dlj`U+l`@
zl%502B%}IXbQ<lqnjUQtD3=%hN<mV2LuT7F<*G$I>lL54otyOhcE6R!F_#;9;uAhs
zPCK(E@JSp<aJE&*vu7Jz^^~7~)|nZ}eDduarSsdJOLv`_n^+&?cJ8^R(b{8^tgT$<
z<<EcBFjM-_wjDF(od0ID%5BQ;EdBG_qf0NHS)1S-<9{x_dS<ZlsoJg6pWohWmH$j_
zgQ%Y7^UZtDtaN;OP3rXLw=r|AirH_lPoMJnW`x?69Yy86Pk(+}&o^(Ufz3be(?4@`
zgtIbs9-Q{6raeIYLX42ypRG@8woSQdvg=N=cjdmtD~dDp*!ur`Dzb|{l_M4VZsSs$
z`x~z`np|&CuVuHKubXNX>yWp3rp^6_S2mg~K5V?NbI$oRqp9l@%WwJ2dtdM>W!A-q
zlJ{NCr5n%mx<0`=SM7XxK&jo?1s^irD?i`dcD{0k@8ea~-U+^0CqB!D$OalK*<6o4
z`BP^F+Zi67m4a7e&mPbco$}mzoz;poor*=~Q<S4zc&EBbgdScQJ*$1ImMVXFMrq7h
zjSo8SHQm2-NU2mBtU4C-eKIe1g^S#~3$KpMQheZeFZkSZK~u|3iBY{v-=%ZwJhrRc
zAs+Dj+82KRkMoLLwyz4@D9(0G<CWjHL$~s#KCfmhE%817;m<oA_mau81lSXDdKbNW
zBB4{%XLIxP3g(<&E$ZdPmP;+O<V2b_UfsW|-D$%!?oScxmz>-1Qb2C@-z|o5rp#W4
zKfH>$>kt_6-?MU=c(D4-5?1~*Y?iA-+V`oQS)X@x>GhU&p(l-T{<3M8`E7KipYB-p
zs^faQVA-Ag`};l~Zhp1v_2J7uui9?<I{ER|=!y`tQ-!vwLBSF!?ti|q+1oE#w?ouM
zQ|?9R)s<$;4?AxPJh#g4v!}tivS^#=(zUre(>K%=Z7bv8Ke?<-bR|=9?&|*!_y2o6
zVeR_=A0~<CgigOP=XTm__2b#$A1c<|$lbs;BkyOMjqg*_*;kIvJ<i+wb@Jw|@)c%g
zs}4tX%zt*#dvoHkrza9@CD!j+le0yDvntc<`<ZJC&h5<P_di;<YTByvM+G`x*j5_6
z3`<@0t}i^+S8ms5$uHY_Kh)^2KescJr~k>hS1!}sn3H+;+Vd~FH|NadyEj*LpKvJO
z-F9!kpxpPTS2N9ZA6DK8n|qWiBkIXQ|C0?j-6fYzDfe9!zrXFB0e|hOvWgei!<OIO
z(x_hOT>4|%had0%>)(HV&!O|h_4ES*Jw|TNpX?3%yN{<NT)Ohyl-T`ga^DVYy}Hqy
z_krOZU)kL}7FTCqS#hIdotku-lJS?PPoCE}{d(g2qR#A4RnXs4k~et5LyzCP(w1Hz
zUwZD^0|xmJ<7DMs`vfo8=Cqi`gzcBxpslxtZ~saz{s(HWCY(Losk@@>xLe8E+QqBy
zbF7}eavk#qTfLQh`&Y8BuCFXzmG+?KTCj48^{!w4E{Nv0m)>5Y_d@y2<khPL6S5BM
zijR|BscA8d_lm;JzP!ciC2MylT>Q4OySn{uk*6uE4{yZx)vJ<OEE;>SD%@;+w~D`H
z>g~jxe5<@`+UFMAnzH&7MttF3ZTv;>+`Y)G6>lDGU94aKe}D6?t6@vHFMQ2yZ`E3)
z_lwu;{MRcw2C0ch*DpVJ*4-j!`Raw6x@TlBdbgkH&!q)=h1_d`97~z=H%!!9me#1r
zak|#CG(*TD&347kO|s9Vu13kU#Vfwj+I~Q5YN&Z}GpNE`%bpEVbnih)=~B1TZZon^
zXO(_>P#ku(_1VE+R|2+wXS@B<D@$oc(1vT_LCc@;`i0ET+LhDTIc=p_w%onhE7zGa
zi!GnG>wNi**y{np2SplN_f4{rd0#MRSE#WX|FN5DJ9$p+He0D3*UY_QRoNNqHyg88
z>`dr8tQGG$w`XCH=?clo?3;5Y_xE3v3_EnXZ-sVTOKRqVZRf0WHgm7onZS2QDBe?&
zlkdDn)}=KE6|CPaF4<OhvM*e0$;?Ymf@Zf_uap?LC)DaMICoH5X7<J_duFx^UfaB@
z>Ojz(Mc*!qJ`TNnP^R(g-Ucg{$Ly~k@4ERb)i5ryUHIy{T`_yItY+NZutPjx*L-24
zby7CL20MR+f1hwbY0f&68=s>%S4$>-J9vt3ZHdkDq!QB#hU9FHQt9^_nC5ECJr*Vt
zewJf1e^^<}(!2A+&s;kmwZ~{%Tfp{@Y~Sxqy_GBO717JNS@c>-#@5U4r>{M;Ch*GK
z68SZbFU`L_S&$VpW9^1zk7sSONPpm!#i44j*)6c#$YYzG!20vvDr?kQZ?bS(t+;h7
z{QR}!K6{KdumycPq+7n)?7sAyOAoK?G5EP*mhvj!zijLelDvdiB_fzLs~=9Y4!4@n
zYc*$<xSD)evBlDb%x`|b*7W>x`N6?oPm{M5?f<(v_C>{B-8GLpyv#R0UY|9~g>l){
zh-1A4o0&CvPxi@r`|?g^er+-B(vkDltl0)9uRd)4dfIjKSIde$Sy?keBaS?r!k0EZ
z{+>!y`}u1n`gdMNc%^SDZ4Z8YSm(f}-lbdKf1Y;p*N%Wa$6^cmm9@^EWRvsm<=@P3
z+I(8(<4v32KQ?Xpdb)aBQS;+j+ccyrEKD8GsOa2rSf=}XPx%JBIcsILdw<E;B$~Q_
zgf+6ZTSe<nS$pU13$OK?=CcPm9}x)46<He0obw{Oa%RHblx=o;UuH9&6?Bf+8t8NT
zOXcqn-Z-`Bom;atd{3{F^XL^)-jK3*#y5@GKjv9Q|2BVn`}v8Fs{)gPBGxNTc~@f<
zeSfdRwl>{@>~N#p*lph(vKGwX=)Sr?GoJ0n?(JWhZvJ}ucm1<{+cKFqpL7poKI#&&
z=AZBENxId=?&q&<V14(xYFX|d8M8Rk0H21bQirxE-`r&Wo#|$k{AIti`TPshx;Qrk
z&7J-2(dC0ysVA;|m_IXSuJpC@zOgrMoO$z2@rsWjW7w+V$uXrH{Gz|@HPyAKw|d?e
z-IVzE&XrbQt~V8Xxz+?eUl#kLWZSt2gXpCX&c9i6r>gc#-a#oJu0Pc`e$HKeGAUy5
zys7_^n{Oqo%$eH6UU74Ybsncx^!#(zxDQBu&AC<c#!uSTHhO#9{8Ml59NChQ^Y7f%
z6vH)v+n3EfzHiIQuT5WPPM;dRzW?6mrKYp4^(tT3DWzxL&id-wmbW*im~D;Q_Q`11
z<7q24o3;jD*es=2-gfonwJi^CObnATiO!c>b8t(EOv}8hH9L*h_-$Xtd%SE*($bu#
zrjy_8e%-y<)No2)^M%c`^g+5Vmjv8wExRQ3@f5e(-SX?xrT<6kNO>KPd=Ytey7l2#
zUox#$ym7LA`7y`$^uIHGCu+-UKYG7*PiC~_ySwUVQF_E&KHq0o4(>X*c~fZK6aVK=
z#Paeq6x0_*o5sK6S$%n7q1VltvV)s$o|=Dd=X<^VTP_7S`?+k-+IL4XY`OVm$JEa^
zS-I1+>$kk=lb*YFa+^_+-mj3)Pq%F_k(F9LB{zM#?Tob>KmED5>Ekiq??r#VJ<O36
znYPT?Ie+8xH>=n;e?1-T_33cv_GPc8SO58{`@3WtAE)=_h3Br_l{<ee%_>5?WLqD*
z_vP7&5p&o6mQjuVdui7jhxO~E47ax~ed){oTF^Po@N`)3e~-ugVRsAHH<w;rzPVH<
zV%9yL;8S6nE#IBKCeg<jXR!RvjC%d>yrTjBd>;8(NA8GCTV_6=?;7*F6W91J{$N`_
zGbI1?zKi;6E!!p)Iaq}RKbyBfFIMtbXKkAC-C1k*KS^TJpAAwn@$|OIc5~M<AKX=v
zDiLTl^X!)YIbXfA_bpr{Gx^??DLd8Ic!%4`t~q{Z%3ArNkFs%QEAM?{(_eh<ny=m5
zwTlnz`jR}uf7|r4+dt=&Zpi!kGDnv6+EU@e1)H|NQFGq*?8xi(fSUH{zN@zHJ**vk
z_|T5D-ETJkuDA*|SH10FO7czLc{A4T@hREx?(@qWStgL?noS$us2Okm>a4Nv@abn)
ztnWWaU9`D$`<&_PAnsAOlU<{FhVz<!_2G{v_9iCAY&bjd^QEb?jJ~&&zC5_RdFzDT
zo2Onsv$Fiz-PZ}Wk2b%L=gv5FNBG)O_W9?oIlVg_7PsL+U-jQhRTt8a-&`eF933%B
zuEr{w|Hs$&|H40Pe0u)iEs?%Q*Q#aLu$OM*WAHBC#dl5lSi;>|Yvb=JO_G1MLo;Ik
zp7iX9g?AG*EYjWosMr6MkN@;}6*v~2mCRl1?z7qSvpCa5-=7k91=r|5na@}@dEqlf
zE9n!8u>s1@wrwz3e%f!-Ou5R;++{4QAD6Z(M(_XKT|fVn&l=tK?~^y19=bF~&-&!L
zU$5`m#d{@`&RAQM$-7VNyzfm*_06T1!kNtaVtZ%YK9pe{TQ(_n+DfUWt><%|203rD
ziu-)_eAp=yoz-q<auc_lmCQaa|8z#>`^)=t?!HUeR#*GGe#^|f=es`KdzEwcyT`U=
zMw0!j1&gC+<mrTk&RzSvr*+n!TnCP8?)5jN!j4{D_VJZm#MY2)Zk984U+vhbt8;c|
z)jFfIC&S!s?`&f&UU}}?TCwxjLi|$q&C)k-XI-V@Ke1|^QLU&}OW@la-LG@>^ZOrJ
zNv?m_7`i$wTWfhmB=7Xuhnc2Ma^Je@xz^>YIkhKCZfE__tJ`<py=>bq-f6kh)~=K(
zSoN@|IAVeFCl9li3s0G(X$x!pvXJRMK7Ycm8<W<)Yhm?2c}-*azv&;%HFYlVRWkhk
z;<8q1ak^>r%)IE@DW}8q`mLgkdA~mVVKSNX!*2ltrtB>VI@+gWUHq@CGOWr<fBky*
zzP~5;KY4Clvu5u`wz+F(w*4xoky`yQfx|dtb=#(}OTt^Tdgk4_`HSnC`@-*G>vA3c
zpDMi?Am4XB(kePVamKbYmqYxotjgS=m;U-X^T%Hm)tR+(X06R@v)s*f%|1izrAoy9
z;%#X&(zKg3zZNP;#vhE*ik7e3FVL}UzvP2&xhr_mpQoHvv0ajN;qjI?@=DKjqi1?e
z@tpqn@!O?aJ+|4IvAqsYe?4oV(VV%HO^fHuTjkh)dDHugv!<@?k3IRLg8y33f2D5j
z=xaB3<#1ek|NnVCS5b%G1)YOca~B@ZJSef|{GOb@yI$}8Ix*#Sa=6uUyKVco*M0r(
zkbSS<mtjP;XT)Zf*QIR>OK${y`)C+F(|xktv%`g--1}7`#5b9)X`lbuNKZ3(|1LkN
ztV21qKi&K7eV-PDURiTslIiuwTM{(<&h0<iW%NGjm90P@Kg;Vosgvh_Hd?11pZ<Eu
zLN%VSwCvq0OkZ!vN`Fx}tJr;;-7+DA+GRC%GuOUMjS-zMum8B}Q|UH8EAcg}Z(3<C
z&+k{`7F)MdZn<UhHlxmGH9o2FzkGhGoDJ)|F7q@q#(&?xsjru$ZZ@4ddB?h&45zOj
z+2Z<Vo6+-qIkgI(o=r)(J8|vGm@{E>*FJLEAb0+nr{yYn6X}GXUe=Wr=dQ_YXM25J
zx4vGh`D?<SBEx9j_3QS3yZ`l5-tU~=q6wx}XRLG{C02%9JSkSV?UJni+W5_zzkW?w
z_G)6qQ?G9?@AE8~H)HL^_-D6r*iP>7lsmR5XX5+&aj`ce%*)+3)ZLx5w)o?&-#R;H
z$XZ1QSD(1H;#u2Crp}pe>h^a8R|anLcp=n3Il?sh@Mp>O4-d<xADsH;@_w<7eSV2~
zaktV}tF@h68dI|Flo;o`8PBt&mD*lz)|qdd-gD8i;&fBY$-KF14?ch7{rda4YlbW2
zLB<ulHi*And+?X3ezd8}^M`wji&S@iU7cN!7||rN&MPZshVO<2Q&YNG%zZySy(_*Z
z-a9?Jg@0kp8N1|d_blV)|7$&vn&7B?Qm=FGB+J9ox8L(#?e@&=$AOc_ixOv-Y_qF6
z73RyenR(jQwl|Y*Xmek#*6vPUof0p-V^2-~ytNA(xDN|GTiPonoW`z`&3jYz;_}U3
z9X8a>J#~#gvz#p^W!brFI};!JTn#op^rr2ou3oijuGF`ickfJJE6==Ef5$DE_kUhV
zz4~_e|IgFYCnsO>;pNyYEw;TaXZj73^SAf!$~$|F-|(7w%%3Ln^VbB{tems>R+iO_
z<_$-Vrmk|E|NY!G--D|znljxvI%oUYYtKVA%oAEK#rsS_r;vB%D#Pgc=6%=y<oulw
z!F)(|>9K^;ZSzFe&*EOjp;J;gbJe+P$LDS`J+ziJfA-olm#^6WKfeE|$<+X7P>(}T
zFZk>4@AtRcy`Qyq=D}Zvv(~X~{u=i2S4>T2??<VpDWZYG2Sr+*>aAnRelh#Qt5frK
z?=f_jSZ3}ST6DM~b<!o1Xzin`kAeD2v7Xz`oqqoJQK@OPX~jGC?lN0T?vPDiKi~g9
zUE_In`z+RF7CKdhH_Z>u<_UTgvmxui9l2@mq}uKlioHl#HO(u+mob?6+TI;+X1{1%
z-l4Z=OWg_4&urWkjFwErdhD+!&bi8A@HOG9_s=XoGv8OC?ioQR!_EpZM;u;Q`)u#V
ze;>rw@LZ6wYz}#TKctm?L-bEu!QXBv+;LY0)}(2#d9q;B&*yjMu66WF4N<>;r7eAf
zr)5<7>J^!Z+YVIqz1aNEd-Vy+zsl*aH9trcJ?Uioy!orqVdLd)M@1jzPw4)Cskv45
zM0(kVeNRke4f|H{?a5>-E_Re#IAi`=`<U-nLmwv!)cq6xU*gC1!tSf~=Y&@Gk1uof
zTAm3wbvW9<IJ#YKHmj+$pVOzn`af*RC4OvA9Un^>)k~hW`u^V7I@<fMlf#uj^WMZs
z@BFSNq;30Ga5Ox;x5dd|cAODocyIlDv-&MM`}cPI{J*Gw>AO46Zyx-0^X4t)o-4I0
zrOx(T7fercJlp)%pjIq}Nl&`DG<(~p)!vm4b5ggTKlxE}5#LVBiH|4FIwiMA`P`W~
zQf%1<8Q)H7#1t6CUFKI$o*o}{>PP&)Ue4Vy{?qpQ&#%;9`}JOgy>;~NMLFB<y}BA|
ztia56)=sjOJJRy!&qH4W>+&_@`O|I1xlU(SeV!@4#y+Gv`R|*Ax4lguS6MM1e!Ad{
zW9R9e=bt~C>i>IZ(YAj!^6Trr@&6CkI+MN2NM};5URZ7N-#0mL1>`OX-VB<&$&uaY
z+#jam`gsn5Gn*$(EtZ`1xl(KYu8xmC*W`W>U2m9ZZ7x&($Jz9G$%cD^^DaByjQDc%
z@97gw@=hgf$8KslN<J?7ba-d<kBGXjg_oai-ga=p+PUgEHm|?%>nz(E{B?8l*7S-f
z_dVb8+3GsaOJ1rEzpOB?iRaXesgvbD75~hfa=-4vk0<i~pVfB+y_zR%Hs|Y;`Rwy=
zDS!f@x@~#sh1JJiw+r|_n5r0&opL!mMO)d3_tc;BkNef+&!xUGwwrlVi*t5bwmqjb
ze{7TKpY_6vWxBjx8O*--V5Y2zdYpRj%INyeOXU^5ug?26g$flIsXnjUQgi)@Y0P=G
z%j(9VGdJ{HzbtGv?_bO+tBAAg6*<TEM(pugqQ_G?OX1A)yU)}Y#29~H{B*aP{*N++
zxXbFsKACGi&skGr`}n2(^ZOB&OrcjL&F&sLZ2c~4Po4d<_^=%|w=+8olD_R!W&zn0
zUL|SYQ`EY88F$*GbCRoV)nCWo*%>l*df2ym+tMoE=N~w_Ev9eS=;-`-)AH)##3ibN
zmt+!8<xIUOwkh9I^?BW{s^mRA@?9~jX4HjGVcfMQq|R?%c%-%G)dhX)Udqo)(ww;=
zbNM&<^~K3&bU2n}9=dQ-#rf^+<JT{pl<B#@@1^^mN%CEVb6-xIp1Lz^s&YiZyEm8q
zPrkm!N^;Gc&up(QfW{-Inf_h=_w>KVrFkWme@uLZ)zX%o+4SIi_Db>nRiDIuUMy6#
zou0bZ=xL$M#N)Qho3DyA9FM%#_-N{73ARbb_RCYa78gglMeO_Nec4~EF3RQR`#Cxx
z%WV3pj+uExo1|$=@9wo)m!?y(=;&PU8*-1PCW}4YqJKJq)5wi`S(d@yT^~;R+y9;N
zZ_0L=>DEivTvDsl_{#J5K!UAybZNlZf)4@N7Bkmo9-1e#NoIq_^O{h#)0=!&H=naD
z`*iqmk^7X;TU!0g+BT|IafHbR8td8It@2aL>AC)xQ+u(}{O2b=o}2#ANV9lV$EOcJ
zUPb+uex6eM?WD0*cFv?PybsnS{C$(NSHk8&mEW<~-fT(B=1jX=v|;<Hj)gocgO>68
z*XstH+_Cun-_`YM)hVfcCnjs9zENUdy^`ttj%{bIt^Ih)(o(~{s@*5()C8^6Umwyy
zt+k9h%G$*N^TIWqtt}&bbt^7yJzH7*R3&86;XTo9D_!`VS1s5&Up{5kvg#CHuanKz
zdYh;2z2!F7vskj?MriL^8_D%^8dnwd^jk=-Is0hqnwYnDt}W8>(5x(Q@A=PR|95Gq
z`^6akc~!YHH}u9wSsqwA$9w*&k5P|LzBCs9w=vK<qS@x)-7=vy^XINLZ)A^;&U`mr
z_wm%r(E)D$QtKx*yC!Ws;jHExT&fo#o$|W>>7%JPPd&?7;J09>md$Uoc|z;w+}>nV
zwMZ!R%qCeqo8?!wuSt9To~`rx$#{+py4kBAr?2C+UeGvcE$^eL!qLud{u>-N{F_~`
zr)Tr(yZxcBdvuP=ZTfmV`Qxhu)8z;4GLkn}JY5qu>7wwR`Kx+P%-Qi|s%81v-2&@%
zoK!2<%(RL=o4J91)=jlI%N0{ozPNl((M~orR;^5Z)@xj39VoVNp3O~}YL08?&t0=V
zoR^XOw&H0=*rc74PaTMw*yvGt{bTj=CuKpAU8_EIOn+LfJ$u78tDI+H8x&_n>PK77
z{F?G&iP45>DI$KSq`U9%?UbE(b%hpx)wvsf>S?R}X6;nW>7Hg3*RP_(zG<7!oDjBa
zlg=FUtbDxew)ngcfqCvJrmIdpp0}kPltN4y%iO%Zk7_U9xUENeVxy_HaDm^w=vSP<
zMZtk$OSajR-16L3SGH#sgZ1K>g$$P}o}SS;ZJDF+*exaG>?xKxlfUQH9y;W#U@n^K
zcuS%$dX`G>6}e5J>}T$XnYnw<T>JCmshio#o7;?5Eld5Td*U{?9ZOO0N*(Xynad~N
zyk!wry6eo@#BP&fqv&FxX@{@*u=SppGi&P2?F#w&KLk$HcCPX9zG*P|=Ba6`m!F$z
z_-4{Hy(8HM&oY15Tc+uz9tn7MWzCs=td-RV+a2Cz2TfZsGiT}x&6~e&e$3+7y=3O<
zo3l<aW@}DP4MI`pC$_3Lr~ifK%~j5+J`H;>9kXCt{qfYxEKTE7KNN+I(^mK9Ov-qi
zbG6V&?NC`}a@w|{b+b-tL{76b)!v-%crWgQ;)LH((@L`+tgpBJTOPB__vke3b>}7-
zGR<DrXnFJ0!mP)y=5w2B7H5T}-EZ2n_kpv*_pLd97VnQZc574OrHa(kR|C>dN;LXj
zKJYZBcJJ(hIa$(^lic?hEl-1oR{ZH@Pm^r3Pj4&SHtSu&{VQdP(dT)u-T!m7UU;VF
z6tF`MK5_fII<E5LoS4IV?nq7jHD~IEKTjPt=Un}1n8sJ;pId$Un*9AoQxDFXxq)Y8
z<jmUQx;-1)b5bLl-Zq<Bh_8RMebcKy5}SFdSInDyvnp(r+f1n`orhbZCfziDeq7o#
z`m_8|(=(^<Ze*IgX~x-<ZDGCPveL;#3F@Jn4k!FI)Q@hyy7}wlSo^(!PXbTB^SG+e
zee*`z`gK;u$5IZZty-9(?fz6mQj+`KnQQhZPao;u?vws{o%`Bd$`SRK9k;PP{=cYS
zH{4~eShCr{X<FI*^)3gN^z@|GUw^f}=;r*jds5HJ9{e@?-=?h<d+g?)KYuQ)Sms-p
z<7LJN6>~I{ldrx`)&4$1xx2C}Gka?9_2<%7>c`$RybX1E`ET8$sS_tEKh8Y(W&cKz
zKLrPUq}p=k_FeB^XJhZ2XW%Zjd2h~IrH@iUS8rx@3C`+VTjsK@F8t%E6DKBq-14CB
zP4~fBlh@uat96~S`}CBfIXbhoPT8F?=e@Rk^HmYWT+MHH>~4M!^z*Kkl$>d_<i)!a
z-kY~(?J0`?xoJjks=MpW_Mgjw7YHYvvAeXcYFbCQ+1?Y4nL5hK!Oub_NN(4BQ>XvX
z)cBKk`2JbZVAF4FPQANh)tCR5Z)R~VI$Nrcc=O%lqO_<}Cr(UJ6ir#Tc3HHEZZ*eM
z{`n7ndH%e5`u@4Ksi%^*P3cwHq$uw5TIS+SgJ%l2lByq1eQT$#zI<j+kIc+~m9rP=
zt`Mzv-t?7U{!!enOvXF0%XHF=Z#qrk-MJv_=D{qjg}vX{tcxPI{cf5w-^|FUD8*@M
z+Ow!1E5j^jUsYePr*Mk**@+~x33E3qR2TWJTzjtBkac1n_XbVzl=b?j9ap_wU;jHL
z<;jT(q434N+PkOke7;^!VXE|*iC@>~R;Pt-Te^a^*17%Q45^I!svCkA*Z=FUKkasY
zigW0-@FmNPOsA!qT|60Z`O{Rjbl%BD{inScv;XfDcr&5q=FC9d`_@(r$F4Z<&gbI1
zcKp`;{<+G>b0*g;*rA^|(>J8Zw>xz5PE(!Jx#wnz^{R?iYW)0^8U0lL@uH(lw|*VF
z;#OTS???Kk4cE(0A6&dg`}o?Ar$T0#{QLhnYHrw*|4s@g=3eq$X{FBJ_i0`2vU;y+
zVi|02tCOV`<XZT@$oy6{f7!&1GMm=Rr~cdSyH)A=!L7bO-roMS&h^>`|Kx31foT`|
z%$KR&>JL6*?=j)+z2!aqp7lTVKTp<cHdXSp;{0x{&V6I~>`kH4cV`4&IQHkn>V@&w
zV|3z7yBfk4+Ls&+E_kfueSP^y`49SA1>`S2GkX@Z#reMH`kg-8vY31qw!RRG{UUOw
zZc6Fv%K|Gm@^9sOud+7Fr(VbWwZ_L&GMrf-&P)(nSX}ZlcmrQ@>gqDZN1^pOKHGJ^
zXh-k&msFLq{CwiYw;sJ(Ik6Vk*B8F@UY*f>nDNC0*@;pYzPyr-{VR1ib+y@iL-97|
z3$uR*eZ8G=Q0jthih<X*tml%&l@@HVmf~x6^-7xTt#Z9?+Z^^#_S#zQQt4xNSooan
zy*gf8`g}pf+U+L$tEkTtHhuZ?YL&P7v%CVWbEV~z<XjHFSGJt4%Ab9F`@ef}rJcv_
zNcx@7e6`6(Zp{<TSDSha@0S|P-=(mb_1fl*yA+arxYCz3?&2tBn6`b}E~ex&GIQoj
zz1lvjXv3|kSM<$}tvTeVwWzLlB~Sl@9lvCs<@~dEzjJ~0Lao|s1_lNOPgg&ebxsLQ
E0Q^Yt6#xJL

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s002_nl_rbw.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s002_nl_rbw.png
new file mode 100644
index 0000000000000000000000000000000000000000..8c4094b348097e921756405e7b1ee6d17da78ebd
GIT binary patch
literal 13647
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=F1Xo-U3d6>)Fp*1t%*
zS$lnd!0xnkA?8%m-5a~Nth><S@Ol5D4p&K)dK10epl(g6TO7ykmb?vFz4qhrO?{H)
zJ2*9Go2_IPbeR-!(C?a=S5~u>l-J#DKHWE(>Zf#F*z_;3EmGwDxto^N`{rM_d|r2M
z=kt5d?aqI$`@ASe{r+>i=X1_K|2%8*?%6lHxm^QAhCH&oy65la`p!Qe>p#o!e~WDA
z2%p+o&2!_pX4j&UmLg3@+p|ggbDkD3mhLz%^li3?YoJ~fOH^atr(|&xy+3;Pcar7H
ze7hFSDa&Y7z2Lj{##ddw{fju?6>^ppb}gFYVDakk!r8wzc)#b8zs>l42V2?8u0?O`
z=RDb1^ZV?6naVHMO!-4*9DKLXwnpvYA&*_VIrHij%J{n$y;0BqS#2-y@QdET2sQ4z
zCfrlSH&z$7_jeUAZZ4S3Ht(v?B`&`kdo{Z@6`t|wE7A@PYE1g%z|8iBul8Z_uC-DR
z%(Oo+L?_C=<r8&{G?j5;e!h**_afKPC+%i$40P=G9a+Vgx0!QZvFx>pH*&SRj8tT{
z>CA~{cHJP*wNiA}#k_qob!9sv<YV82F|STYkoCUtSG()d#PXUaFB#HxxZA(I)jna;
z8uqHW?u*1U`G=E#Kk#EeB=z&FRCLlIx%NdGn?2oE99}!;`P2ndcP-R-yD)~Ye%|>Q
zCiC4wzE!5ZiTtjCQ*zEc`SJBv`@fIB)h)JXJFDt8?%KlsMd6R9U9RGtH>+B>{5I?m
zEOYI$Rdx;3TNTDzaA{GH@|+u67fup$%DgrCmdl!cxpQkp4{y@u`L;ylY0lw~D<*t>
z$#~aGp11LpN&B|O2>H8r*52pa>-Hzl*RXw=#&aRQ!#Z=Un2(o+zF4eY_o}(Y-pt!|
z{h$6HAFW~%%O>7=e`~`6&9!;8?O#^SiMC)Cz4wWKUT48Q9+~T*nw42%U1uB`+ZI1w
z|9Nu@_l&0(Wp|mrWclVf_cZSc4Rvv|+SZb3-=1Bw|8w-ae}HFQ#sLxK3-;fSE>~N|
z%v1lcTzmia&dmNhzpFMZ(0s%G%}4fjUsuta#OdJ=I4r-Oij?&W$Z9dlYBlR|SvoBu
zdX4{`@@y{t6rDAhT(cEhdqWPItym-zd*hm_g>Ixpk>I&k8a+vFonJdwMc@DXQhuR7
z@1KyC`&Svu_pVBeyewkIoESfK!`xLG$A!v@IsH6X`(j!)?~<97x+a==OICxCZ>RmX
zNfGlkc9<S|9L13>m8gCtadzs)*wq@p`F~q*FHaKVi)(qji{;i42g%aOrK{uDyKSoZ
zC$yuGxqqGXHIvq}0quXo4sBb%=#4?n9i2HW_H%YIq;F;3rOYk6MIiYq-*&gXpB{QY
zxaa-BAUe@kIfq&O&0e8xQ$<tN6E{zLz+iIlAa_C7-wPt8FBY^0Op(o-yW^Yi{lo40
zjn(T9Z~l6CmfH<B-wm9bZ_Epua=6WQR;%oNc6R*(kzXCGD;6~GnwcZ9K;va_fAsNJ
zQ>)7lEuPnEDywvjqk2<IZlUW<i=0zBZ$7COeEW6BOZLaY=3gC2vX8EP$^5e}Z%3`V
z&F9F7YmIrl8|*jVhzp;RdnoSAp>uJ3>FYz+Y;n*Q3D922e!bwe!{MUez90U0Z&;JP
z!}LI$>b94nsc&mObIT_wOWioT_`w^~ol_6rXJoy?W$O`sY5DON*BH1bwoZ*bxt8%;
zZr9st*GT=zp~`QLa?GyKN&B|%sj&SKP1Ax~yBF5ZTEKX{__fC2PXfOZVtIl!x0hr$
z@Y)E@y2ID7XwAfsHLBY;6<$}^n$-|I>yYC6wtJba@1k$7y)O28>hlY{t0xO_OR1iI
zwVvgu)^@Gc$0JN%hnc;WsyTiC@9XuGc@mGVo%6Q!f_2@BJtDg%*}W}$y*0J!sijWK
z)J4(p&mE86<T<=BIyEBo=!I1!+P6zA@*}Rk4eR?-^kQzOdHt`$ntvJ@YNtDeUs~>c
zr)uqj@bix<`J59@8ddprom(f-ePmUR$ge3?sm*;ywXQx7>-(tT<#kG^e#R{264lyW
z7uH@E+FP_WGORTFfabMa74PkJo4>5;;k7<f@b$30$-#Frtm?0XShp9I9DlSu=#`pP
z--W4PUKVYS+r2(~-DbY?i8`)(H@%ylcw48XR&K-Ng&MMn$&yW>*9)}Ummf>rUX*nF
z)4KEj8I~HKo^1cu<n6T9bxZu)ca%m6UAH{FrFP!Qf~dQ*4wYr8ZZVOzOL*=QIP22|
z_wN0r>_Hp(O0?Zm=dla_Q2+Px@|;T>ebOdIZ@-wmJ(@X3S3NU)^V{V+H!NPHan9$i
zaAN+&RnA{d-OPBfFO*s4Vj#=%FFQ*&MKm;lyl8c5Eu-EJrz$?1rHw63-#SfO&xS33
zbj?D%EKMZUY-Pmeyrn_nyQUt#aK!rmP2<2duXmb?daaILe8}(c+WdWMu7Bl`&bFF5
zqcp!MHoPfTce@sI(vd8l)7zADu5ry_w7<M(=^B+V<%xXTmnGd@8y)@i6m#U^4J)IS
z->}%fabW&!nQ%mFyB6<4|L{`n-}^X~uT8z<RlB9@>)F`6y=;3gEkAuXOYGW`@OdYt
zs+LAfm!7s(BGK5rCt_*%QR#2Jjd#NuV`m>K%Wq2F))t-FE3#`D%U{>ysg^<8*(&DM
zhTM@#sJ2Lq-naBsnBNiSqSZ#yX1=GU?*H7#Sr*M&_I6cRFV977U&j}-guaN&PJgP9
z_x1JEbf=1KYtQWZI(KhXYVoGt;AMgjGHy5qi3pqZ3TC(1h9@qFunbfc+cmXG!|`s)
z!ad*Chc8d8R8y@uS7%e@oA`N3hETRcUg(~MKH5pKkHX5f3G?~SRn1!}qIJQv<(!rO
z_I=rnakGy|C5TV`u*39i{kap)Mr)D|i5Uj0SzC4Y#wx*c&vi-;>Xh&<+#GfHmw4Ty
z+KKP?d~M`<>F=jg@_I7g-cLR@A3nS;*<pI1@6;pl?2~KxJ=c3leRJoUdh6k}{OV=@
z<$pd~@#A4l*n<z&3$uB)gtqh<@A>`N-&Z2`(sI%5`<7k*&HwOl@Q!U9<t`OEauKau
zck^nO`>%g<TjZO4yJ`ZvkLBSFx<NO5T68mJtdUC4zW%VH<iJlAnIB;qvqV;Dwf1qd
zNV~P|*qRryPPg^9(T9jx39%fnZ?jaNF(}oPwm5KZe^A+L=S#0=w(}+?7^fyGyDf^C
z{pHlk7j2(s9^!o8yvTFm@}L(M$yXod=}Jz^_I|jJ$7Y&c#4?W8x4CBP3hkbfduASg
zK}yh@J(}r4+nic#O}KAgjJWzTjPJ0M#eC+eQVTPJUaXuFxq97`YYq3;`k#9__4p>1
zu-uO5`;iw`XNL4gFw4vru`WGj*-|Tz@cqoAjjP<(%QQb-lY6yXSNQeh_OjQzh4&Wa
zvc1!5RX1+oy>m+M>u%EnmR&av2K!m))N}nl)_i;wW0~3RdIjyDR~#<7WM~9!&q}b}
z&SsNWyJ=Op-029nou&bT*$4EmF}Q0csRvk|-0(qgo44?rb3(TxOb-ak^63gMoW1En
zNlNZ^zk<Y;>YfiNZJ&P}-#=URUGlZH!a1L;=B(_P>-_Y{p-JvHH2mcD{)=VYme#p-
zt(9*=%jcbJBEAiIMt^?J|9OJN)ZMJ$^%kLZ7Y^9ERp=b{)IPnd{J^uGmUU@|uRly#
zdZRJKPkBvAi|!+puC1Qyb3O(x*}T1eJKM&0r`CFZIh8EQ_j<R>ru^SWf^*J!%#U90
zvHrQ(HH+52fyXtjzPz?_s&dYkJc}I7Ip<9mWXSzLsh+uXipI6MJ4|E!?{2vBCh@LR
zLh>1*sENJ5a`}(!YKwcDqIF#En#F-_Gg`gA?l2X7t+Bo60LSxU-bMbw_df63Z{%n$
zxlwL<^m5smxp`{W%0ut|s#qL%Id4rzDeqo8mBaIVB5pBAFJh9`^FF$~MK-?uu?hF{
zVg>)2KYJUe@B8#xwI{LnP}%D+sj^$F<>H<0h6kIaSYKx+oKH#A4m%?CFyP9=Bd%{c
zw2n($Gd&Qt;&7O@;M!jw?0+Si6}HI6Hz_}9|GZPCKPY%noTmQ%IQ~c14y=g?4l~tx
zJ-bzR%Av5D+2_|X_PMd1i#@`(swgJWRryUb*P9Jo8{^ftFWa#2=6AL}Uv`;`d6#ZW
zZVgH-5}rHN>82##i)-2cKOL^yzHiGj*=a|055{$E;AfWG$Y!A+YEdO<z3$Y;maRM+
z{)pa)5dHVy_&)Q5HBp8-(e?*2U$!aVa-1KeJbB)WH6o|Z6+~<=a`!vtHSOry1Irdg
zT;7&qAO2uT$OE2JYu#nUHifQvv)t<9s?zOJdpG_5u6FHL?ALSW>#iP{U-@!h^y{jn
zZ+NUrRu{it{N>c6b3uZuU!J_M_suIVnVDR3TwZ>SIINZT_*&#fHm|&=6*?`-ua3VD
zKIDJ(tJh7*uu|>o!Y8|?{#N~SrRe0QeWhM`sm{mVr6z|zxH9E|irbqPTGf27#S>0?
zZ|K!JvM=Y->%#^*>B$^2f&9MZSB0K6A762O!?Sn74;1%Y(T)te*6hBfk#D=*twq<h
zQxD%_4ErV-w$5|Sn|WMYR>iMrTzP%}$7K0g4?=pHf}@nq{c&2lY({&?7q9!0d{3{L
zo_o0T*#4(SH~sq9z14qx|2Bzf&6?Zg+#|MqJ@PB#+}by{xcdM8<@a6l_S$jTs@TJ;
z1V3+?6!+5l@VC6DOQ-J6K02rE@`g2;!gU+Vyr*3bX?m==_noay#N>$eTXszCy`gd~
z;cD~lt&6V2|2-vJwNU!=hs6c2rILJS`rVN6KDj|BLwMoA8!c?#K2NLKdU(wn^)+Fu
zBi8S@drB<lQnuE$+%KmJeUDo4?rc<w=quFz>UCf8Ro>nmJFG9P6?t8-{oc;?;m%>}
zbymz@xjt$3M$zCKXBfZLvz`kPJGb)7uKOE8e3MeArzAet4O~_Dx~j@{K~S*RtF4c&
zd9FFO_KLRrj39CC??%&h#YG0FFI;)aFFAVIhK<T|T7_iR>C6dxS=ygCan_wv|1=KH
zOKwhE=)bw@X@yQYe^_t8`jv?*_e}YECrbP^Ti)K_Yuenej(3<Ic-GTWmo|C*!)w}>
zdv6^K<C7E1WZt;R)O*AJ&1;@qv;TBbUPrUkd$n87wm((6onK%6|9S7hwU_#8({@Zv
zdipCobwTvzq}nyF!ko7!TBb%?Y`*k*-=R-Gj#eFgdu{8{UpHQ?e!b+1N7x#fH)mJ8
znEI$Y<*roCtV^%1{q6Y5m$yFnZA2u0jr4>=db*0+=jBI8?~k}C9Qk9nd9(p{b=9<|
zdA?J<=JN%<dRzZBSoOzY(VjT#J6;=?RekOFdYAuB){#?JuRRR>GMDr2t>xj{rZv8e
zQr~9FzJx`+ub?9J#@?3D!d+9>1{~7A%n^O_<fPTvcUQ?gwtK;M$Un5hO8UjM1=rQK
ze~S&@`CaEv0_(MPS2w&_t@9?D|FT8R<>LC;$xap}krw-lUOzlM$pY-3W!+f~zIR+!
zM{C>3uDD|T;Y4@*uStoW0q<-k<hZUsw)RWr_UPF)QVSejvma8w^72~t(@+O7vky9s
z>*Wp?z2k6?sIskz;165J^83Jr#H;P%-KGz&yfzcR>fx%yJlDwaFKbYE(6S>h!}J!M
zTNAX|{owP81#z$2az(Qna&5c|vRfVtKYSs`x9LvRh7Ce>+c*7*yy0JZW7FL;yGnQZ
z=l?nO{`bz}NDUK@X%E|Sg;rnGo_{QV&eF#Mmx^};Ta?uWdQFbI>0Ni@QfW_|_o}B1
zLVTOPRBhP6qpp07LtQ=UYR6ROnXSQhUE0HXB7Yg=&8=(Yn|tD4RfW^5FuVJn^CKQ}
zez4)(Z{l=#llcv&wHr3RzOd@1wa)Pg1#_NWV{S1m*flk@f5yKA>Cl9JzQm3o%LCk*
zrrrrV6Zt*1haNsw*;cxv!Qt<>Q~zGJ$;LJ2Els!VY<aA+S585v!F^5msl2yh+P{l*
z?j}7w!nefPP+x9s-1LsprsdCDv^i7q*T0$5y5Z{U3#*Q8ka0V-a9XrEuYdi*=-+F8
zefX7B`}_Wnb)5TyEa$&=?6j~{I;<C%)$sfp%XE<&2i6L1tL4-(efp~X|1B2xO9ysN
zi!<jse^)b1Irv`a{><q~b8pNJRSxN#|Mzw2&WQM!H`h3(Pk%M_tg)C`y%=AJS3!1*
zu+)Q$(`%($pT84)ExN;$`}R_n-}wrDON*Gy+q7Ob{JzD^J@wZki`8yBPF#>%7=6Pv
z`5{NjLm$bWM9oOQ?RR#$R=n`r9#%8!P~6Ew=cGG6?>cqUTI7ls`{h2nuk-)=H_X1<
zR>ByQsBN=CafYe<?zrVQO{$)jc(0FcQGZvW&7G6bosxK%S6$0AJCyJC!G&Q~9dX7V
zSlSNj^A=33tMFnreBED_s?Xal>}V0g78iS#bsDqY_I1*7-`7MqpN)uR{=JxGcdo+A
z(y3fKHhXWpC-E?>s`rD5*rD|X1#{~vypj#8JHxN@@|<3%AhS^<>gtQB#(I0#NzW_2
zyLMy3nstq59dD#CcQywWX)n(X576_ykX@?b#b0wyCuSA<yz^2^qPzdQrZXQdGTBsc
zDkvj#@%1%{YXzqSK8#F1n&owLmrxm7;^bbX&{Z3?)U)Pa(67rdQQwlzS$B;y+?ty|
z-FC<2D;wTy2`sSUSgzCRrCR@{-QGfR`#QO(sd;;UJ-AxI^*SpdTH;1@vgX~;_cHy_
z`Cnd5waR|<>~wkh!{xIc%zFJHC9Ku9*r<v(&$Ml8T)?#Uu(P|a9_U)OL3-1Mjch{t
zYmaANWzc=xsF$4-^t|~0M<t<@S^rM4*k5J29@BVy6C?XY?c*&4kAf`Lwp4A63lMAb
zn!7ctLDV<VT%hc#z@uuzuBnHMbuO5eYHSMYachqI+5IO$IHpoe?nIi*;yBB-Dy7*+
zZaGE@b(!v(`qcx}5MXAWovE<&JA=&Z$4$pH9b30LwNHDH9{unauT598!{KB158Z6x
zet1IQTr3y+v=eJztNk*Wr=RT*ahhXx!-kn|6Zfv0*AS8a=IYw)*HfPtIP^q^@7-IJ
z#j#xf&`i~$*If%EZ1YkTgKsdl%-u5Qi><?}FuxNYoxTdpS}l63Sj=t-=R2iC&K4H8
zC8h;CThwaKiDAC0wU>|EzieT2WZfaND8H<$8ex7%H#&cnSg|(jg|B+e6!|=r1Hv~r
z-PX4ky*?bex2ULd=HKK0PX1o2JY`==$JeZzYjtYGwp}dp`)bRuupwxLuKkr%?V4r6
zc~6eYcAIWE_;%`MXNxvLKRv@F-UwffwJ(KVUuDfp{m%2S<^Dz?s|@3fb??OgiPv8|
zpkDnTZpTO2Nu{qH_7*j5DiHdcxA&LB`oJ|suN%JXoT}Qh;T2oid8Z`v`QKJIh-78#
zj9z&{M{c{_^`+tOTBYx+-@L6Yy;YhoP>e6R;j?$p>Qif(jpjax*uLpr%i7H?Z>+CP
zE`QzI6sM`fZ<5^UxyElh+mBe$zK}KMMR~HT!}$Wm&Mm&ac7DyQys2^Gs&gJ>c9_1+
z-?^33YNN~Q==s?fUw_<XdSLZyjlD&En+jB7^Zq`$T=e?KlIImm@@)M#-aD~#>b6;}
zT5AN3?3x$XAGOB3X#4fXs@j~HiIzv#7v5hbxGS{kEzkMF&gjU;I&Ws!T`FJmJnia%
zqU}LVr9s=bz4~g|p4cC?W@7EDt&2i-mey4Ct)Fj{Vs&cmo2ho^zR9j$7`;a1zK+`(
z*}U33zxC?Ru7#|B^U%&BIMQNX{tHpBwXd&6InU(fzxXoj+8NDj?coKlEAK@p*XAw#
zWOHGyY}L~wrI&F#E<bL{lU*8qE=0`l#p}FQpY*$0ht1lLe{YLkU6p!vPG0KblF7Aa
zPl?&HM}76WZ@DnyH_vHRRzJ5jjeB2yU2Fg8ALpql0o+B|(G@k{rX*ffO{%S!5WRVQ
z<jtGU4<9^gb#3jP2OlTB`r44k8y5Q_?B!KyIhp<+yly+D>RxjEW~yENYt4t<Q)d-B
z%@nFz#dQ7K%E@KfRn@8C<p+MAniO^Q{k7Gsd!srvZhm-Bv2VJ@?x~_@5B+=Lu%4;o
z@>-EO!dY8b?4z4b|GrYYy{P;+-(4%0^>fzil&lV3|E2lPD=z=sdu!*{#ICQ+OD!&$
zAiDaFm3G*wwVYO4nC$1ZcH8Xr&Q`hlIxVmE^8K3kph2K@((`7WUOT_0O6!c{omu;m
zuV#li-(CA9N_b1UtldJEyQkL9WqWCxFeT11sd2%TDR$fArpEm~r2P0~TIbVDq1T6<
z?`mz7(#l(Uan=H>^oPz~bNZw6*L+Sp&?B)ns%Ula`YkPYtc2%@_nUHSKPl0^y{Plc
zF|F;BCPlB@9Jb<I<c|qLZflmmy(X=_NAg3*)+OP7<_k5JT%Y-2L&ciNh=nV2Of(at
zO%8@L3T1m;TU!#T{bd=u-SU=5gYTtPYZivjno>|?c{lO}*UqhCa$@JFY_K`Fc5_v#
z^Oi;7jHNHay4Hw#UFMVzRb2D!+39lsf0v{@?n-?*mG`~)DZ9N>Z`#8rR$slsPpm!q
zVM)b;$cWi5t}(3Lb!TnW*;fa5Oy$aMJ@)1B@~fPAPnY?L#>GbST5FnuHJw`f`0(UM
zjY49_I!ul3tbJyxJv)?TyI<R^1$&|v>P0^^)}C{Isj1P0wcKA{8S3;V&Rx{<VM)cT
z7FErirUqVXc5STU$XmMY*AM;uKRydqZFc!3Xt(*$&0SkP*B@KnUb_0rEY9;C?lW6e
z6F;61+U~aT)Y{EFCD~fn)b<{m|J?ZXoY@h~7uU`cU;ibuJ^Fsg1?~2`4w)y`&iv3*
zF(ooWD6G$?HGQ$g#E8E=McPMiJ-imSci!gc#c`X%!?U)qxa)H-zw!9mYRkP*n>B2d
z=PhnLno*S9@@>t6?To%Mch=rbn){&aT+6O#%?n&Idv)d{EsuN2n=Q69bWJ$_!?1n4
z3GrQ1z8=}NE&BZDOH!Ws>jT$^Jl6p!e3ZA{YrWapyj00wN2C_GZGLg-)~TwzrEZ+|
zhuWu4h`xOL_4c|q&2yyGWe(`fN!?lMP+?``!hCwek+qDcrsPeHm>uyhOl#BawKWx;
z#^TuuS6?r@W3@Vbm2=)+k$HUl7Y|5T9R0OyQ#5l(mdNTmw@!KGEp^-cA-JYaY^SNv
z-CJwJ`4YtXHs7&QSevwW*MYTbYCG3Nd|kG6YHO8l<fZ1HBJy!fyDg%fw(A$Zo|;<q
z^o{V&tuw;5Z(^9eGj#g3uxYzXJ0k3tduNNY*Xthms9uz9_`4)qWk+bz+vLt@?`b8M
zo`>Z<JY)GLo3YP+Vs!V-Gi%rEntWw#j$L5lnrO`nLVrZ&`<G;@o{r}(5ZYX@Xl~Wi
z=<duS?f!e3*UZ1}D$UZ|oB1|vLA2%ttD@H$W&ffa^3EQgb2{&?*2Zra-(FiI|M$z?
z=$&<i$~$)zS<NYs*j%vg>9v16h1%UN5&8TN_j9ps-}KyN?gw|zz{JfG-a&IWODKQV
zKGB{2VSWC~#~aqOYA`n6ndLt@V!hmnwY#=_yZAh;tH|<?n9|0uh!@wi?e-RJvHp@J
zTD&c@NSnWwdHbtY2Xpr)VX;xKWiDnjuAZ^^?8Y5a@2b6OslV$`AQl^@bnC<ZyFdLI
zyNbl>rp2dJeEhdxzHzs}#Mbcez7#RP?RRd?wA~%5&oXVpk+p$+YpYD<dFDUeK4C-D
zJ0};heWg!5(jJzaUOPAPUD&kt4VUB=Mc+(c<QEV+KYDZBmw;ai`;RX0UfrHtxcbYl
zs<L-su~F6?Nx7xj*ZQS*gia4rFM4fw^nKX8AFJ}NayNzrEtQ)XeRyeT-q#IJ-e(kQ
zZ7w+Q^xC;M_t(BLNL&zPeP`Cx$3h$1&VTCWDasbU8y@bLD#o|t&aIiecTO2qUs!sT
zIW?;M^;-S^eg`<#y>sXPv*7sJz%^{|LRg+$TYS=K`zEuN)Ok;%zxKyjE|}y|kbNOr
zM4LBy;$rr?3y-gDFj)6<*`27R@3%6r8*`_}<h?zUcXyTdYn>3G&b*}&i=(ycmbh*H
z(EM@pvE?trryr4eQ0Kbf{i{<4bq*RX=jAENR<kZy{ZH?jj!9tWu4whNr!N}k^U9x(
z3eAh{yHmw-b93~~ASDOksVllmJEDIc{1K^T8dRw$@L-**OP+1ho6Bp3vSnwjaM>RH
z@`BLP^PhGHy-MOOc&zl{Yy3~qou%&!yS}cvvrB!&LZQuhdrRZjM_O8)tebX!l2LUg
zNZE$;?NLYP<bHb=wpU<AE1%Jwe^>v@?x?)KHe~iejY;3;EcINoy=MBg*+tniA6!%0
zTV&u}a3+(v`Od79e0Q}rUR&54v?wC_u9S#pepQCh>$U88yxMCH?Cn1AB<%dvuWRl9
zzH#}H&6md6XPKKYA=>!n)ab+cM}seKnCa5MWV9sj>mGp}TW_qDO`2=4pFQQ_H&=xn
zU#0hb3fZu{-Ts4o-IbH(|9V=@3{I?_`R2mfH!6Y)8-lF#)@~QtuGh}5?zTpBZ_#fh
zfjd<nAKRCGZLODB=<mMs>&N=<8+D4Zbzd&L^3`kOskOJA8CmE3Jak>HXTzMly`~=P
zYjhqiH8s$kH~Y~ySB2NtbS8%${=d}O`^R0WAB+Eg6ACj-pPje;(n8f27levl>xcvh
zXy-nyQ7p)I-gr+dCaO7lWq4jZ%b&d7n3{)f4MtO=!#nS<{kY)w9jSlaoV8hZR!v`9
zs&Q>nbpHMS`nR@7FVwJpki0qM-P)qn^HuYF7e+k2mbfswvW&6#j*chizF(e()5CUd
z_4{(J{%`Mf-zl}y0!MbujQ)8>C^0l9ch&VBrg`x!ZaYo2BX^eioZ0!|fs*!4(@(td
zm03=CYcD?uTcyh#dy_>zVv$nV&aIsf^L#(<zIwwsX)CDo`M&hl{~!InC)Sn*ZD*5Q
z`}W#P%Rfg&>^8W#u2~tkIC|-Iq1C&-K6-p#eqywEs_pi+pp9oDpInPvRA`eocfs9F
z0n;abi2d`GV}97d_hGTIuXCPVI}ly}=@-jfh3)5#%;EFjaB}T7zoOR`oAQ<}R5Gs(
z50^3y5`X>tTFL4!Q4baJdQYsq$5Xgk*PrQhj8ooP;k8mTO10lkYdzL;<?bo>&<CG7
z?z~Fz-Y&IqS=H2t^h-~!b+fNe$gw@O;f(5&YgW>`OMk8F-v3MX&sPrl(4=q2q$Whq
zmASK4SbTn!SKi$7Yog=r&wjZOIf+T9m~-dWb5eOr4V5QHxZjQ5xs9vpsg-wuw)zT|
z<(p2VZoGC^YGQQv$z7(!vx;6jdft^f5>@^>w>>WNjKhvCVRt}oIixjXwf1?(oU+W)
zU0+S7<ea%{r+qDNd)$t%THCKJjMiK>Wp>~G>8_b<Y8%7uoO&Lz<7Ks?faiUl7q7g^
zJ~<s&lrp)i)Jjb*_1Ie7w$zQAPplOU+Q_#3l2^+z?}aAJ4=-6AS-UoAukQA97hi>)
zOXl5KTG14$Y;$%`T;yz-HRWPEx4H!Qtd359zjjKR*0odjPdr+zRghTv<eJq(-`AV<
z>#Yu0Zc1*gTyybx*wSgI+mBwJ63yQsxcc(i?YrNtT^a5DJ#2rR^}Ds(KiXe-)Hp}?
z;U%e~uMBmbZ}gZS@$}lvH7~Dm&yQ=4UK;MS{gQj6R`~Tb=D{1o?nqrboc>9Bhl={k
zt5eyFwoSQX_3_C5y7*I0+l#*4pU`mUmdwu5^-J=;{)t_~Q7gXIJwIs8Qu)t2N;@O+
zU(Y|H^`JcaLGJwD(Tsg5Z0*r&Lsi4V_2eb{O&5nxTh8F?rT4|YTKB@+Yik%6%k-M(
zi`|*^FXC4>qn&*n>-ER(d1r%!UayJX93yqfa`isDe?{5pQFmWm)ApU^nx}d(>Ec?G
zz|J+lgN&t;m*tsOeNC8m{_Bs6+ShfG?^d1M%(ro$*}qL$>3aYBj!dq7TM%B5eM_lI
zH=$$It77e`;fFf59$u>%<D*@)dZE&_HK4k;zvkQS%{Ojd@7-$8w_WebYR&z3th~2`
zu8znT|Mz!gq{g+@s;5a&oZ;8g-~DgAX*10@rFy&6Nv}1hH#J2&|Bd+FnbUn@t)^qB
z?DT85^S1wcroZ23wcbVT@JsH$(i+r@^JFfp6@LHY2)o*oYpgGK>~dPH8d10H#OCko
z*X69)ta@XW^P26^ccL!6{_^@yC4Y<$d)4b%m!5?A#dBtvco$?Jsd6q{`sSLu-u|Y}
zywro6EbjhlS+|bUQG4~SuW63!ABtOlIW_gm#C>8rD(~gZRa<1DU!v{4p2^fp<(lKc
zt5ef+6To`bfb}>UZt<6mTJLftgR^c4Q~0IcJ5np+qvpRY)lRqUzGJ1qzeeiZM0VeZ
z%{oQd?B>-+t8PCJgLD_PU#jih^{L=o`>72qR(DQ0o>SV`*JJ4`XP)?U(}}gdETLaJ
zzkbWu?)F3A(9th~cdO1-#lCE1SZ>jM$I6Jk{Izh^)2jKiv*V&P&#L`6a6rHI>rxTD
zHJm%Y9<$1O%8@=X;&{6B-c8;~>rbpTzgDQN8+ou}leFIX^D}pUef|A^=lfF|S}HSz
zUf-_CGZmT;ef-IWyxOq!tnV)CUb}6%J*YDJQ+9dX#O@NM?bF&+=c?_Gw%ik`a&7CT
z#<-i>nU^=5Ki4&T@AR;$T=kOIrg5>AUh4h@uetYsJ=*zZ#+F@ElV>08*?-5%$R<YY
zzyYT;&)to0g=RlHvwody-qLg54y#-f(c5>(a=%zdlCPoH)QEolwRyEmV%KlUdUEFO
zEtP90!>-(1XONeBDf`v6&6l#n)~N0+I>o_m)_rGJRmBk<=0sP|Tf$qiN?zZ5we{tt
zUG*FP1)W>#cM{Yt7u{QQgu{Jm!4uVMTa~uw`5T<j+&R_m?4h-+=dP{&l6mU${=db3
z+lxHB1J)G1j(S<}TDiAsY3Tgg5Bt96+<hgox=?uOHsKY4{3Y2JwEf?xtc;IZ9H%U^
zk>U7embF?N*Ug^#C2HrcwtYWeytgZ!m)9$|(8oKBHz2FJ;q{w_D%;AFmzJoMW{0hp
zIm0Eg`p&MrUw3|aERIvZVI};0+4YLdwL7N1>I}$bZ|{ydXSqk_fsVlAYp?ZdEtNLP
zxrbePy(S{wB6+)+rfF-LwL;82hl;A@juq0!A{8Q6FDp>ld|{Q)Yqy6xt$DrYZ`<{?
zwfIu@-%DOQr!08P$0TkxXY!uCMJ!%dj=uV$;~t%K*Tkk)Y$eOuS-VQJ_{@AyS?-={
z_R-<2EQ?+aub<EQbJDN5zaRB#tnx^oT&%lYPC<vkbXIGa>HE$b=4{&@yqx%Nakz;G
z`;@!K3OrvI8nvZ<p8ldN+ac+0U<C92ICY=Qr`M)<@_sp5^kVnf2T5U1P5!;R#x^~S
zSv@Mx)+d6^YRZO1jQgYge{VhDmDC$h<L6a>Dd8`_;u9vOn&vxyFD*V2D1A-;8mHf7
zp_HqK+w<1Gn5t^><L<9RFXLi0J01qqYyL@&w!QOv^Lq`)#%~9ED=gyno?81{Zr9YR
z)Q?&gcdI6aU*DR)hONtV*VP{rjh>zlS)d^<wEaPiWNlB|*WIO8xEY&eOH&^QtXY{D
zxgl~+UhTst>(;&QoSHXl0b_dSf4kg&?xjE8I)C`zyKiyv>w`zDV)O1gXI$l+cB(&k
zy?Sve?__`FEl$5f7BIec*|=@j)Og!2;WF*rds&XBbCjK!%AB?{DENl+6O%i))Wf=#
z@vqw86t@2V_v-&4T=qxxWnKTY*Dp>yoH*^==LnwHd$z1APu{Dy{he0w-735A>ytQM
z1(?(Zw2Fp*+xhk0tg5+ka<yI+dB3l(4ql_brYw1{-o|&j%tx#K+T4i>bl^Ods`zEW
z#nfM~S4MkRJ-z&H?VD@WseAvu$d8>N?Ds!7?8$?gyWic}*HnS+FwnUqbR#J8#sc@o
z`>U4P`zLUGSx}g|%DX?>{91O6-BGEpQoOTUms*NAu95$HH~q#FO`+G8ZKY8h(%mvI
zubT3h`Ffd^trkqZvQ#kp=-SA=pH@$wY&ZWB56kv*Qs16As!FesIucd*`c@dom6mI+
z3Hg0J>mZSqWs-gM09zGTz?6$q>$c}DzW(FM`9HtcOZAw~ZA)Ehrm!`u#dlw0#QM`~
ztNB)MogjQUTPAsy$$>`xq}ap0+aHE$ZF+QVMfks(YirB*zxQX`(PQ^$^2@N~8&}r;
zHe9oFo!g=RR)&WbMsQl6Id$*QEZrlEuRktY?Y>g;yP072g1nP!qSNg~JMv_cZhSep
zMT^&auiTvtC95~CI<hK;>-4rc!WXiww!5vIs_4(_w7*1{)t&j8?#;Jh%GX+}eCPYj
zoK$g6wc?YC*u<l`N?KcslAm&{>6)9Ex;^pZG~?CR``>+y4?CghyYhUQmY~)$eq{?~
z$0(z&Pv7@F|GP3``Ty<zR)(+Nt6#AG!L_`@%ea?$dLOy0ckuK4)~D+X{??pa_3YBA
zfARd*drzG^EX21k<;IN#3kz>vV{cq6v9f22q0=kDsAZz7&c2x1)swfkJbwMf4J)HJ
z%a`mjJ+M^j()+G}1*K<BPEXjImiTpZi~POLQ0B6dseju;WmtJ<m%Wnva_XkHX0Kta
zfJd&=OB2VHcWWP9d*K*mRJXe@`|m5MySEZ=l$<WDh}k?tC`99`-rxGO{1vwpw8Osr
zWV^92v`<OrNyMf5Z`I2dh4Te1G1(<kH|bW(u@a~0tnX|EvKyxL#LL!5O_}xYt8II<
z`j4xTJ+`kuteLYx#yerBx5t`O4IAbp-<%p}>8d&Bn8AcOKZTBIhNR1C=_K)ZcpuYW
zyW^|ems@YIHQdbSl$#<vE!lQcQg2>ra(=UH_|qMSy7-o-+z9>ZRh{;5hO5Qf(iKw~
zOkZt(72C1(-L-1|DZd^~&s(0STRV;aIg?kx@|NXSSh_dKm8{lVduq{!71<L?v$Jlf
zPU>Cc^ZynzyUroY`K@Uyouj8NVBFlr)8FfLc9-d29r@p{&fWPnbL|(Y=p_E6t;(xp
z@+0nkJt1ZGYU|Yvs<G4R?lK?0&Hr>#>%3JCf0uUo)T`RqXqm>vzK<<?trO$SnWx+O
z{4#sC$+R0PFL@sXB<<DPJ})BT!PgV7N}HT|LQ<+WADz9qU_<o6Bo5Wkrbnxb^`Bqk
z{P#pBhNshd*N@Bf$KFg--^>!0C9<(wB`kI7hGW^z+pm4~vQX!K=uz%4S;%V@%hd4a
z_bj&WdvziE#yOR19(R=e(-hZS*Ko4-TyrWaaq0DA#nn$$*08kils<K3Mf)Trlev>a
z)^p$el@+;uOV%#;c_%d@c09eX_RZDY4aO_y_(Z%3?OZ$Os&;xpsKqhw6J1x=hg+@d
zY|N`Q{k~sQBUkqjvm`6`_Ld*fKMv}zEfbk~nS1p<Gm|&Rribx;(D3@U^7YiR>_>6$
z?pXz_pL*Zynpk#&=$kZku*W?kerz>7YrAo2oaJ8Tg;ha&r4HZA{v-V>@>)T*!qzO$
zHPSo28bAKxwSAMN`2oKLMXM6uZhxpy_4H0(>#I(Q(2J?EQ;z(q=Kps+@{fo1=DfWY
zLVMHVIX38CKh`(D=vE?oPD9~qwyLK`)-hfcj?lXnzVH34h3~@t+01{L$e;K3jL}}N
zHKz_9vb)iC_RFcrSk6`I7ji?jj9SBZKd1-)(A^yJ<&<*-=d`PxcUH;hylFmr!)?9H
zm8lD=lw|Xkit%n)b$spmEw88E?))Hdt$FI#4eT4^rbnN*eAAX25xrjK;?xD@K^kkU
zM3feW&dsY`8o2(BA6I`;Xv8C{J=-^NUO&b+yC^KtIp<ha-qVzI>`Ny*C5A5G+I(SE
z-S&N#7KP^>KX5rhRBV?^&T{5mSN&!cwIxR9aDLr&WP{9!tqTi-G}dr^Nf3+LdUEah
z9bZqqm8g(feW)n?W;3Wf^y08i_I7(Y_3{q0E4__}v>chIEeH)S%5Iq5^}*p<o2$BY
z;p@_up`3~7Ic_oyA?xSNw3>66cR?OcNGPY&29~wAUR?{1`f|$GwL;;xz^U9>Dxt6B
z?qsq1Sl-@Xxvd4Xrfc(d-V)x0t2SMz70tNnyz}d$f~wvN%OkhvtqHe|JvFmkcavn~
z_9~v!iMM&Wjyd>GUGQ7$!YcNX*GCtAJ=Jz{*Hqo@a%Jm8T4Oh<itc4w<bU}8X~Ww>
zT5T7CRbTAm+VaX_`@j9~H`Gtz`98JPeT!ty)Dw<(s$#1`CCW~wo!MpD%Dhe0#9Qp~
z8jfDK@1YAq+jp48Chqchx0;1NOZtY~#O57W`KB&v*$}=>vG3rTILp{*r{z;lSZS{g
z-?g3zH1r#j7^Ct%wDI^>-keD%j^%BAyhOt=XL@eIuBpXaB||*tc5Um4dkJ!gR~~Qo
zlYOr~+%bDFQ@^Hnt<ce3GvnUsXm)YVPGh#odm4~?_|1IosY@TNS+Mr+?$V~;tAzi*
z(3g9BYeQnt-c3)h9XK~>(Tok5W((e3dzp8rFlu&27vJ7%b4x$v-R+Ef8kSm~cz=!W
z(Y4WCUqAnURL*o!@O=F@ah?*ch0B%Pa!cY{uPlGL|J7E{^>y3#y{gttIHzu!W8pLJ
zv($&D2h#GkeqOAxbVK#EXAkmv!+gJbZM5R`_FsDFRq^VbtKS`5YctJ3>l%mu?9d1g
z&-HJ%Z@lp{a7xt;=hqWUUl*(nT2Pw7>-0FJC3TP4g|&5ii+E$wkFK?8)Ui2Zr4wde
z@_JR(*5t(+^EONlOA6gsG-+;tq-sy}=0l6F{K;Dy!M@9Mchs(_yVo5!{N=!{(#<!o
zUOm^d$l`EX6!YV-J}>z>_taMOa2;Fg7I7uA<(IPDcB`+aSXnf#IkZR2e_xv2Q2OTC
z{QtLH8+6TCtaZCCiEO(P@ra?oY}dmhWe%xVcHVdu|Mb$^u)5zmvPrddGozJtvb8sE
zZF~Lo`TyhV<EKYYeVUlht0K$L=gvOolHH1)NWb%I?<{7QOOw~h6VA-;z54peHBM{w
zu1kX3t_%2l*T1g)e6zIHVdk$PihtFoG422V_kCx|QK`GLuD*8p#bP%<d&Obist1YR
z4*vR;n9X}Jd&8<bt9ZOK)VAFcy7BAu*Hb^=w4M4Ou(ss8_5Y-nb6gi{S4zG-8?r`j
zyV=XB+|S<4`C#xnp?2<ul}c}%?N>%T4NLX8G%e};*Ms}|3!?rMxcpvVG-t^qt(Q|z
z8T&0Ud3i0c>S>nx4t;x@Gj<U%>TgzX{JzkCWK~c9PubbI*STijJJ9&?u;$x_Qw2``
ztS@#<itx_cyJJW8gYzk0XPM?SyzVK;_N$m7yJ1b;4L{8{$0B|HpI&?F#D={$n*46O
zi?lGVvsk@0K+;cRCBxol;;-}neL6ic;p&(0AD?T|JlDshw?r2oI-JwW`t`7z(FR5B
z4R2M$QfqFcym95v`7Sg^#(vHXwG}-4CLvr`-I%4eFXQ`rQ~&?>71zI9&y29!yd+%D
z=+Iruhl#%uWoIXF3!0^{e%mvb%T-cnTU2}E&3B>}_PzyGa|0yhGFFK6M=WMs?Ekl=
z|BT&D<!cP)FB;olHg3&snj73`8|jo3x{dqptySUQs$}_swC6mrI$!fJJEV>M)k%Zb
z*S<`<<@l%K<xlGp?blbis?)@_Ep7DG+pZ<uI`?_tTTq89r$k+5Ri4Ge`TN&j5s6yN
zch_Z8SnP|-LLWCq?k&n~sa})JSJ2dM<FbsgtV6ymt>v%G2Id7CuUr4R_eA9HtC`+=
zkL&mvPP+>i(j#_tN^E!g%PXGU()M-t*Szky%g&D{N=1m+*F<UmNshU(o$dCou1#e(
zT2&v-KY1wbeOt5p4^95HRZFLCI`ZFcUt_59%krP`94tG6FQr@+(vf+%{Flf7DLQ6Z
zVz<9{ZF0QPq3Yzn`TBRyRXw{>mj8e8=#k!0m!Pw`38BuvuEt2uGz-1IwK08%|Dx!d
ziz0K5YoD5y=sxKOJLjgm-#NcdZ2ccnuc93mmGAA<_Vf|+oqSHY2X>i7t8+_SEj@0`
z(hPR?w=YhrTH3>79hfz3gTcC)1&`U}?%H+kKj^=~H8`hO`&8m#xzy$JdZJ${Z1P|2
z*7joR^KJf3LCNx)yl<}V+O+%1?5`1Dy!u&I%+s+J&raAGSDE*_Wn$>mWZ$LnH-G(Z
z(OOvIHD^XNvyFh<Ek4iuHC;uI9x}X{z_*m`+n;5oORuhNTwJ_*(VRdFhU&%VSBd|4
z9FnnR?gYI_yJtL&xU)(lUA*t$I*snDqRBV9QhrW8{c!t~edpHgmY8=q`@@~G)<ttN
zEqH!2%Dv=VyS-&2|Ca2p&n|6z^YhgzjpuTHM-yL~y*w09A1V6D{?YlI*>~^8iMm!Q
z&zaD?;7hA|rGSX*$(F^N3{Oq^U}NqUI3>!$Sb6~uPk(u?i0j9;&zsp!RXxmH-?B*K
p>_Y`!$D0;92aBfcefpodNq=SFrhhWO7#J8BJYD@<);T3K0RYiy8@T`g

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s003_nl.flat b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s003_nl.flat
new file mode 100644
index 0000000000000000000000000000000000000000..e8f61cf8bbefbbaffe390a0ae8b8d004f7f53c89
GIT binary patch
literal 293403
zcmZQ#U|>ASz`*FpFbYOPU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ON
zU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU
z1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0q
zLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ON
zU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMniz?
z5Mb1SLw80nB-<z=G(v1(bcfriLxiSLC8HrQG(#YQ0VhP{0K6=4j)dnLD37whKsOD_
zN0bA2Sh)Se5J8!%Ms<&d08K*xXHJBrX}tLmktd*e5SnY?Jo4R+ZW5f2uoDjp=6ako
z`3@V^IT`}g3ju=p4>JW*mLoy=h;-+Jbm7E!@*%>lnEoIrLb@|Yb&Q4pB_TjYZUm)b
zL@LM2g4c@JauO-d#-<-djEEcwayQA?d9*!CN<59KB`XA+84xgn0hH!Q&X*|pP?r%G
z^k77WSn?-v?nlXc5L1xN1+j6t04b-EoEt%*f(R)Hi#P|5su~Re;zIzEvQSA-+QWq-
z8L&W{c@Q;cfbt3|hU6zWNsO~G@*}E=5FV<%Sb5m|!4OFxpQ45nghz~{N7amm0R9kw
zq$S)WC_iG!c{oyWB-uF<lz-s)5tP^PJDY(4qy`Ct^kc(V^B}4#arp(SI4C?o?FZZ;
z29hD<_)+=M5Wp4!ptM5>laL!hDHt`a<K$t>I}kCXT#3!e2r;DG=#J6`hL{5(iO7$P
zx*&IxgbC+JXM{UPS)(C9Fa!wYLXf-*0|JteD{<yQ^t=JdG1y3=@+4Az#AXIe4Bb|&
ze3Eh_C@c^m0}3hpIFMj$j4Bw}ArQzAh%|nKEj1z18;k`?g+yW^b0jRsV5bS@Nh0&3
z2XU?;DM!M>1ewMbiZC%yc#rH9H|l#_AplAnFbqpC$TV^qLuV729~mg?M<VhkJWpct
z4AJ?KUO5sHTF7CEV8cQjL}T;JsMyF10Z@8C#)uRHVL{RqK9ah55|Q_CvGC+cc#g!S
z7g-!@I~BF=B%zMP7eXL8NN6HR<S+-ZM`r39^)+$`fYJdbMx+@~IwB4enI}<GJDjJ-
zhzz|LK@d6TV6w61NqBAq$ztk3h=9!ZLa`HMKi2$7bdDr0oLrE41(+cZ5<!liQT9j*
z0Z{DY!k|1!Yzl*@BPU0Kasf6B$uBSxk&jSWpj-#Wh)6@qk*I26JeZj<8k_BU@Nxp2
zLy63hkWe6=1cflJ&>tP|K}6}uV8t`wP78qyK@34iBdNrvF{1J$G__;T2{2JuenF;T
zc?v;;b0Z`VLZS`A29pR?2o|zwFgDCaY&0$NBP3LV@Ww+t#8;!_un&QF2HZIklp8@9
zl43|D3FXNshA423#FqY%#bEgbl}6+(7z>^!L2(Aoi7*kE3K)%Q5`u?pD>k++LlhX|
z^BJk31XB+RXAs6!I)dV9G*^P6cKBjQ9D_(~sQ{EZU>KHaNTso*Tu7RRkkJ@@H_Uv1
z$S;^ISPp~HupH=)vPuUg3!^d3fr((+jwZqo4bG7e*GFM(!IBzAF!ivohR~QX0*WUX
z9=>UE<oXO2w=fzt1wc{-f`p|S(rH+pgr#9*I+`JxfpDIL<rZu-ERVrxc#cG>Az^Yb
z8k;#VF|_=LSzdr#jFu}QK7#o(lB^a!C|nVt4P&9k2`r`{^vF%Q!_nuEI7KBPu@6fN
zm^3KOkd9p$Tv6&2Na~G(rfbS`q!-$XIC|wskjr6yL8U=HCOw=$Ixxc=A_9pS)YyXY
zhGXg+d44iwFlB(nD1rvXJ0t~QBS9&K6bwq2FpQdFQF0?FXJXbvXd<xs3p)*~`5-jm
z9Esf&m?*JzB-rIx>PncOK{P4h1yYMG+#zD1xIx4ef(44nk(Yjlmybbl2*HSW1+fws
z62N1skQ9K81f>~bFeoje<0xoN2}{Q)G+O?{%oDKOf{TXaMF>f0j>MdkL~{?Q48g##
zG6&t?5I!-X=0YI!gBTJpN>NBWLdfBjN=K4!An^wxLHQ7dLHUvL90^H(*h!3<5tgbc
z&X1_=Rzf)vSFT2gqvb$!_rctaLAx<v_c=tAm|Tgi9E6EMVhA-?f?^RFkEC=w9Q=wL
zcMvutKf>ag{2U2MbGS)21`tH47ZK?hJ;h`25qSj{3sO5mNKlUSV?;m@A0h)GahZV-
zCoe~Wd<eq0LjfX#J7>c39(EcLONd+viA7X$IHc5(;Rn=sgYn`SkYgHqT7ZdSPfL(=
zhMNSXQUu15D=~5)dX7Nk6<jPxUW1T`yog{yWFRCiGmyp6U4X(zlqD!Egdg$Om5`9a
z7M8GZ#!e&06Nn8eO<}Q!PLGTfJ+ys^9%m4~8A^Tx#WVKQ01?HOid^uv)Ig~ZIi<Rx
zq+w|89L<r?*%C-7<03(^gN#RW<WSC$ko<>EnlXSNaxCLY4KQ)!JPFEe_%Ui;gz%ub
z5IJX3F-Hb41|YRp5p^U;JODaNf?OBkVx!cF=<Y*yJDd&i9V&@GbU?Dm;Yny@2RWV~
zY%>P*7)9m}<@7rI-Hsen5H=_;!Z0L$VI(Z~VWVLw2$Y)eW7M>X%p)~V;>tD1;-K~@
zB-i1~k&rxztPdBP)EtTIKU6mUPy)%q!jzmG35h{SjAD|*KV1(^A7aLoDY$Ng#3qP@
z<wXdMEhoanK&c0mitu676p4+8ktfk>At+y;5d^&%ArM#Y0f`4P!tx{j90^hdQjZHm
zZ1M)%s}FSrM(%{yiwJ*U^ChwvzVL#`5z3FCxerMEz(`QcA!BUu3=$ifsdo6f8Wbm}
z7&#UpY*-vaXjtyUMnh5$ZW1{a;$tJyGMI%W?St|n1jBL(h{m3i0vSokk%8cymY61i
z%!gr!%@C4sj>P9vgdFZrgUAHqosWdX4KfLdI|PXu%gDUpo4SXZ&yZsU#zw>-G7CAT
zvCV-5Gr%Au^`Mi8bVn=;oD*TS4RVfT5C=n91}KEqkg&XhnUg^Ik+d8M(t&9X%m!~p
zZ<yU+TAV?g5v9I_xf)6n>tmQY^ss~RVIhpIB*d&CK{19LgD^HMp3&){mUf4yd(mSB
z#D~QkIt_|p1V&92u(SfAVd)1!!%`ZlG%QbwF(4o$H-boLegx$Slst)=lR$Y3f<f(3
z2u6(OAXpF?2nkV-UQ;6FN6Z`vE+Y`G6ockPkPk@pHAFok^bjmi=)y2+_!FNWA+ZXI
zXG}ai)A&&G6=s}3;tM;8$c-QtB1OQ`2#iLgAP@_ZzQ`j%=^2D!DIJs#VHhbtGRUIj
zNN=PzCoFG)Xh?1Yk%)YVV1dM87^E74k#jdZM}o=#6by3{god~l<Zciq&*u<bpzuS+
zun>mPh&UiMM}lG)Gxk9uLn-|ZKevKn02PB`3O5GjL<EMV3v?Qhh9K#R5)zcAqro*K
zB()<*lpKkcCt>*rlB-}OEWZ&R*@5W*(J-^%`4N=+QSzfKxPC;qOdRZ9h|4MQJ47!c
zG||Hu!iVKbM7$taxMLC`gBtfR-tbH3L&Zn17=Y1`Si(;tVmpB$5#DozqzwcKN=1<L
zL^&DF5QCB8L8+f`js)c=WK3R;gtc8s$&n!UiG$m%l=~lI0w_cg;fu+_R!8EGNti4w
z_EG7fl7@$qJ5gf*eYOJ@U+6R}M<y~rAZFSCi9k{jb;y_@kRvf`NpS{{yWPQSb*U2$
zZaB+7P>2UJBx0<sLXSIKeDst6;SZ;@J~aFS33nKYE4DDjL3JY}H-bn=YCtAK7(%F&
z4&50b5K`lyl4vy~mR2ir?FeC$TSr1_NqluAwj2q{lMwe)D_?>_HUvk$1jPje!^%v|
zn8PmuO9{yI&`8O{!<ES4PHg>X#$XPHkeG*&u-phrFTo5Tk{US@mX<*@wpJ^Bb0jEF
zlAa?$Zbx9sYf4DiV$YMX*nrTWT!}ybVUtBo6A<3;NbQ5&7m%<<Cb7j2x)>xkf=EcL
z!$?Sugryc3O>X)_q+nzgYW)b}q2)->XbTdC)QRXM`E?}7BuaB6#6RSQiyO48gM}|@
zzJ$dEGHs5w>IywRvGb8r1%y4=Q}b|eA0(s^B=)#L7X{@-7)FkHP>w{T6Bvt}lm|((
zm?S6%qGPliiPmZb<seK<S&j@s%JHb{13+#;cOQt4=@W<uIbnmDBS9ez3VR4fju8kO
z5?AQ4NSKdE7ckavNb`f+53rDi(1ha%)>?(cF@%J~I)ntJ4NOc*x`U)t+$1P{qhe4l
zK*31)C5RC-H-bbc&5=lX5^eSa<Puc(fq1z61Cb#mgs|sGP^g1)BqSb?Nk}ZgNMhm`
zSq&s*V3LD7T@O{)p@%baOkiij;uV=j#C{S+dkU0Ji0w;4(k3Ail)h0hC=Vdx=kOdE
z#5h!PB*@pq=SoPZVkZ%?0b?P@6@-mFZn2A^rxA4iP)+-T)7{9Si#<M2MIrHtNkZa2
zi2($$rxSds4U`&*$Edjx#6!-FvJ8m)=*>vW90{)_8J=U*k|0;1V&eTr%xEn3FouYN
z;s6pKFcLGqKq9Cyi=T&_PO!5FXZjv`u0jr7{BeS<wF-(?2u=j&MNnD*VMxkAC9&s7
zQqn0*Eow>!@o?oxP<{kqP%9N3Q{HL?nG7A_p>mFd_!N7HfkaV57M%x*0T71e$3*a$
zI3%7>NkTD>ERUR0aI=SA4j5c6Mh;oz(8tC`jZ1W%1;HGN-g1ScI&w%*9z@01b0jFo
zKrni41o5exBhhO~RQG{+<oFb#2b2d<F?t?E<%4n~41;nddR(FNvBfrSG2}FZojthH
z_|S3<a){!N1CR`QETZ#Kb0neOBqXJgOM=ojDn`zc&*80BNNxm?pd5&fsgon2Emw?o
zE2{g%p{pCn^)Y%o7BvT=^I*9VLgTI>k>d~)$HZgEoHcUlL1quFJTRDCiyVshV*@$v
zu(2%|AP|xUAS8M^0r4RvJ^ASpq7yx}i!;bF$U)%?Ecp@p*bcEd5<Mq__@G=4!{Bx+
z!*hn`P#1t)f^F3f#O;)lkPrlgB`ypJePj|_jA0YQp9XNtBBvu5doZQ*q2d-;*g<IA
z;SG|(7JmpaNNxm?$mswx#e_11Qe0PnQZ#CglwgoR$_p<TUVz70Vfh6@gK`l%rdEyw
z*OCk`7+xT`LXJTKZ9P25-PFRk=RQDTjvNONwgt|9Bq9zWEKppNiy`R<Mh=x+Fqqs4
z3p)^vFBTwig_{KBL>Pvo00;?69mp7zAE})qLAg<a<qj%j^kIaIu|jeqghbDe#GfI6
zsWT8ff(tPhM0zv&FuXu@0|VG)Ncoalxe;OxC@hh~7MTqReFO=M8{9F7DuXXA;FklX
zBxF38Qu|PF3v$@u3Tf21!p?)mID|%|1mwOXC<Q?<Bt=n1Lh49xnn%qC5FVosV=!8t
z!Pai2UL6_4=mW7Cl|;#vl=&D{HzXuOvCjM=hd+c3i5C!wJ^nC7ais>r;>c;rbSPwk
zLF7i{u)`J7m~n+F0%{F`Vj3AkQUQcSl-#g11fo$>7dbp|USz<i8xi?|F&HCHV%Buj
z%aOqdn=x7Nd`XT^vFibaA_5~q8N`BwJc2}y8xR{c266Lnr3pgf$mwb{Pm+@15g~^w
zjB&>nL<SVU*f1hBKx#=u+JUjKr!(S2Js3PdX&f`<ql(ZpM}k_a2pr6aH%GGE0lAj}
z<ZchD^rGDvVBv_ML3t5^kwYKE#*86I>=7n$r3*shh?E6lk&-4ywpvhV!7#QkCLCj!
zaSamzr34U8W=O`8dMN8lf>O2wzWNc8Ge>hIbbc5XCkUEw%;HvoEu~<J!O|6k9@+Vf
zSl>g!3PfUtCrku)yntj7F^tIq<;EliP<{kqL`ja!BCbY6r~>6g4+alNej`j`v|Fj!
zYDLtKK_Ghwy9S~HT2F#}g76nPEaY%Ru!*fBLGcBOLGm#yh2W+^DGPy#O_d{C9U{E2
zg)5=h0>vsmjL47Fs3k#Zn1tL2N&ld{f;7HEvm6PrjaZT@xe}2J(ODtTnh{baf=Jx4
zL@164%VSG9Ffl~>0<lJRUL(f$piqKfSO}ui_~HY1EF)w<wId9pryCHTP~8B{g^(0X
zY<fpkhmt30ks}HAAW_|e%!Bxgft;QtDD-e)NQi@SA_ODi13L>}EE6M#o@$W!kn{y1
ziAj?qSq&tVAS7}aBG~w21AFWui(10lte`Z4J^kR$li=KloPIIb>sc@%+N>l<4@z$m
zJx`K9)(UI2V$YG7E?W<B3nqr=N>cJA_OOJBf<haFA^9<hh?v43(}ZOaX$F%8Nns#z
zB<D6_{0<5u7{&}okO=OWK+bo#*p>|B=Scjy5nF0U6+_FHNcALojzp{xK%AS5U?K7=
zx<1_b5!EHwd1&qf<x`}bNle~^<vwgQC^y0|C|BZ&AyjePu}zE&D7|3EurvmuiAk3u
zR}CnHAQ*c{;*JN@n8eNl<wppHr40~`E&U+Zl905BnI9qP`VN*l5h8<0qNI76<w(r>
z5z{5OL{MA^%99|BlrNFP1)Ys89ARRha7M-0V+fll?l>nbgFO|2L?NjRLXO=0M%d?&
z5CV~)P(#PKV*p!BB8x%tA%a9s9k5h`N<-2cBp)sVrAd}$EXzRYljRPWg)2=H5=Tn&
zc=9By9z@iP2o_8(0OL#$P#uY$9|^e!w>*+dLH-7X0Te^R2AxC=KU5xac!SuWm_Uvn
z{A}FuPFMy#4I%iTR0hF>)8$B20SO-ni3m9a3wQYAk5LN-PzpfCpi}|FsA&hmbBClq
zaQ*}3Mg+#4iiwdyO6l-CiQfK%<vK(@M6h6T=z1V)T2a>o5aS+vYCwKQxEEY9K|%$~
ziULH)VX|Oh4WnUkK`7p^$>UB1*kusu2b~2;X&`c><~aQR289d^qlX=Yk3GaeqS#^%
zAqI<oWEz$>Ks06w3S|fbr93RTaT$SD>OBJTko1p8<#)jIAn3UZmg^At5W#}Uq3Z$F
zkU^l@42~go;UkH0Ehtx_VNlqBF`}Nt7KR8hP$(l~<d{Ij6X`5a+!Ml(w1b_5rMJ;l
zb=dMIB6J|TPSL{<cgPcpN#yuPu#r;;BJF@!VGLl1B|l=O?t3h_A*O1C2s}?xGe^Sn
zBFJ=vUFa<AE=E^{%ty<SppXIQNN}qjTwj914L3#(YY-a|3m_Ju_#-5bJ7qv*&{GnE
zkDTVPrOA;kh6o)*h#|8ep^J^g7h|9p$A&@a0)Y`}37i)h!a!*b1tX_VWHvZ;GoD9>
zNcj|5H8LBNYoHk8R61Bah^QG6ESMZx9Z6Jf1iKdEHdGfw#GoXyE0Nh)@+AwTB?}5Q
zL>Qv85aA4CVa5o)I3z|6Te?7qA*Ul$HX_xH?A(Xxdql{9Sg4@};UU5om4!dPFykH}
z0!tqt8j^~_KzR{_QF0^pmMS!LGhTs0j9kfh9-6{&w+*2=lI0HCC=D#v!Sf*lBO{Cr
zlS9doMC3=9d$G6^mOJ6@#qDD3xe}BkK^PK>=p-n7kuf3$kXiWSkr-Ljbb-o)q#;Za
zl-ghzGgXdU5m=Z&Xv}Z}iJ*osjE6s_kYgN^jhsqAsR)#&Fl$HR@*^Z);z;e_l#X26
zAhV&l5^J7><w8IFITD^9k<CSBgL5M+-{GVoez?MT1?*ms9%M6++4%A$C?ruaayWz7
zm@xqp!5^E1WnrlT8x2ZBm>81cAmqr+f7pBu2@?>B8EOy_Y@v)lj$rYOn+By12u=a@
z9noq=NV-E#i7+-Owcca72dy39DH+Vink%7c9Ht+g2IoqYJPD}@p*fO)k%%0LZYGQm
zb}P<Y2yrc{50LXDd9@|EIT938_~Vq2EVfhv5rd>6OcIplU>IA<9GPOU5CPGcVFnU`
zgeoeDKXyQ|OBh4)V=_YuLkgDs2uszdG$@rq(m6&-2It8uxY9p3U!t0Y#$ya*cmvLv
zMC3?_O1xvc5LZHS9X1k|`=R1s_kzqob0w0UkWveU1eI+JVes8<un>mPgyRH%yb_W{
zO(V!WP&&efL8%UgM`r%R^ffFzKs2^6Lk?F28(-WIj(3;}P)b41kGNAHNCuQfvDc5#
zlnl<7*m3}@X9+R|CkE#<c#cF${p(rQGx{+?WCB5X7gY{}2dc%fx&mBcAiEVOn}|HQ
z9!p8K3@KNF!WS9C!krizUku}xL!=ON7Phoy#sErnFpQZtN1_NUG(a@=FhdVn5FdAp
zfMke?Z-^RDYC*3bapo3QK2|<ZDh1~`oaq=%7A;qR^s|8KS)8_D<So)wV$Y4lx)@0v
z)U|}&i&9TQaw#}pg2ERWLqeTA5)`w<U{LzNhOwtEP`X3lk(dL~{fr0=>@$(LZV|v8
zH>AXO3Py_+XZi=_M>29GQu<~Dw`hq@<v3k}H_t-qa8NmbYBQNUh-*Q9$7?Idtr)oy
z6t)a0DEn<li5uK%amPJG23vjvi4n?^X$)!T$#Vqq(~#N?*g^~xlGrdL>@i8)@rWs7
z#bAZjg9N243=B$-2#jM)hlCUlN#z7nIEFh2>HyV^B)9{uHpih8<XVXD3EGc8Phy5Y
zB_fzHk1T>M#el@Hr7&2_6_g)Gb0j1bAh{BIXo12J6C;N{Dw~v8wqme?w6LHgMjn8q
zL{t)#LWxVu_*8*RA(+B3+=E94O>!g12OyUshX5WofZU6gE0O9+QeuV}wW#rq%EL@C
z5E1NY43Z~dX>kNri%4FEg#xJUiaoR-A&E|+hChr)Ogtjgkd+@nX_N9=5|q-RGk>5|
zOev;WZiKlL<ZD!nH(z4QmB|<@{t+=j9t#%h*lF|>1LI>$W$6s246u|4qLC8lh+~5M
z55d?%3M2*#Nn{#(9ANJ9z!%e?7AvBL#F8iADNv9V0{LJfpjrcxRw*YzX5mfUSX_pp
z9@1~b(c+}seIOH9?!kPHN~5>~)txAL5?W8<iw$z+aHRy0IC6?XW`j}{Do$reAI*{A
zvImkEAtWeNP{RqtLk>w88x-2uFe$N0e17DE=0~Jl3CcyFlu9iOGLPjs4hTx=xa4SD
zH^TgfD@Q`|C(e9{nkzvePD%_Brxsf}K#0Lo3@QyuSI8KY@<wwcI76b8OOS9u4k-{D
zH7p@KM2MrZh>JsrD%2J$DAl82Rsl$A1Cx-v2qVEYB`6QU(kpdnkcl|*<N)VKQ0p2T
z4q%^yS)i~$@c4#so`j@22nnefAS5Jxjyw|Ldk6^$6$lB+i!cnyg~%joK1A>!d5th>
z#bAjtqJxqbA*l<T?qF#Sl>QJHDoU-sByxTxI#<%6rHXJD$W=(;fd~l@3mO_Ac}U1%
zkhHHU5h(y03pwS$*s!z(No_C^k`7_y$jgl&AH#ePqG90zp<!VL3qu%<EzBWegmWT9
z1-N!Z%8}UeBXSK1N^_vJhrl2a@Ja#d=SooOXSs*BuB2;j1m#PRn?N}ZiV@)eVSz&f
zB8QP1VPT7uD;a3fdWEC_TqG>*Ak&ca1xafN5|j>M7?eIo7KZs8LL)*2#sY;Iau~wc
zxWb*-aUF1ugwA$g-Pyq^fYN3Kr8r31Ly#abn&e4P>K`FF64X+Gl#$dRai<E<y-cvQ
zgP=jF3zpIlG$bv;$dQ#FLB56g97H2R1;N6$S_gN?6Bn-p^CQc8NO_M&B61^$1<sKa
zuiwErJ_^d0pdBCR7$gp=wdjdKb|Q`JfP9aNp<w|HF996&Bw8)WvJ6~Tg6c~U2E`qv
zITUxwz@8@&=?s|#N{cWIN~0qQ!~6}QkwXQUjVRSXEPSC3idDiG?|cU&H9^xBYD&X0
z;tEm+O0TrYA1wD6kE7>D21e?)k_o#V<U^28p%^tcf_UiRL`0s1w@{$@6x4@+=TO3N
zh)V^&)B#F8$T))mIh7&UkkkkxM^b)dKpAHRg#aQ{5UdP_43wL(@r60ActRFO)R3?q
z4i*}k_Rv!rDD@#QTo#mK38!l^R2)amlZ?l~5NEwgh7ClR1@ax<8WI#D@UVb}9IiZx
zb)N`o?u6${Sj~wXdxY5dQU`K92})HUj7Vq5EKpj6;gOUhVSa|u$YFwDgTf6tPvQ!5
zLU9F?$D1RW><|!|woua=DD}ZGk_;r(QaML}^B;083C@qlscZ{@JPGj`Qdq!zk4z(l
z1Y9NVJc(Qaf_m}LS`sy1f_U(}35z>oXk6(7B#x*dA*qU(T5=@iNYpwKkq41ku#iK9
zB`9REVPay-5){XvxMl&R1mu*lo@G5EFTz;x)P<blFj6AR12Cla_~%{5yNtI%5SAwy
zkArxOAo08O%9R-T5w+zG3k&4%L9mI-lc=$PHFq+Q*1yD-I$&a;bOcLNAR0NXA=t1w
z0z!|RJPGkHj6{S7Dhm{D5DW@USjb}1MCM3neniWWusn!PW66`SR453O1LsF-=SoPv
z1LsJ_+mJj7&X2dDIg&1U5|SU0TCAYlhVVav1ro=CA$@X^Nl>mtY2AX#QIb}~Vx|s+
z2qY~bNYvB@<H1rTh#sjqG7U#R8xeLO79wOpEJNrGONI=F43-Q=U<@L0<xWJ46(vWa
z=R;&ZEZ@OtL^{OGli+%i3S%#j{0OZh(Q+i+@+2%jvOIwM9hB>k{SRS-L~&q}b0cbv
z3D1`d#tg>b*agKbD29y~KoG)%u|O#R#)hR1P|5(YK{%5E0zv5rfnj+Nl?LTR1Rg1Q
z65(SI3pGSwJVeMrSdcKaU;u?QG6uy20)t`-f<dtdi75~X8)Zd`cjVlMosE(nQCn^B
zbckM0Qj{z2!0SPzIucq#LPTIW_73e@uZa8z@f%VoK=L7igogr>8n_s8o@BB^<`KyT
z)tJjzmVxsmB8CaEkkbYvwOBy&V<rP6CBaBoN<*bVDH4H4b0l);z(Nj0L-J!LgCPS5
zBZoSn7y`><Yq4U_g{Yz^DGiYl;dLZP9+GasB&9VaEJs3eAD9HSTj`f4;kof1*gxPF
zImnMtj2r?WHaz!1<>7qPP{hvz_2Y5oQE;xLAWwqQ3oPw`Xi!>$VdS)i%tqu#5Nl-Q
zNsvzw7&$Z$Y*@H~Xi!)pW72Y@F@rHQM<UgbpmcygrGR8nQW_`?!Z1ATAyO`!1<sdb
z)M2pv2ye53aw0~KM6_M0UQc4nk0>oynD1dUJQPsEi4PQV<X|lM5}YHU^`tSly$UX2
z@v@Lp2YQY~t|t*`4V8sRnIP6k$dMp_B4gC>fbl>%5rL8OBZv(Pb;9vu1S(-Mb0o1T
z2A<YnsSrXVrA2s71lK4~9(lPEmM6irBPc&&^dvztu$JpxMylpXcz#6o2Wn3ewdIb|
zQh<jO+4&I`BN+J-Iad-B-$wAB4Jf6cV?>%FW(EY5PKSS<1o;vf!}1_1jU005p$g(d
z@+9FHg4K^GBRa&@kf1aIO=*yP2qOvQM@X6`HCMv&BT^j+sv%iLSVb5ZA^8(ZQaw+?
zb0bn~6;if9{SWgoECe7lOcaF%g&JiTEl)yoB($a^9OIB22}&c_F(PH5rZ@x-IdzVV
zvv*K^j0g#279!j-;5~En5GE#eu(Vl8OE2Iw2}yx45}pDfsTL1O%C2H8Ig;@<C_jQQ
zG%tecND!uCo`mN{NI8N=f_)G7FUtOHP-q}zpe)kD7Po5bxf0ag!P{bmr3mztg3L!w
zS;#34!A4D=qje-GWROD*IW*DPSp?z-OMWE2euShKXqp72KNyClK2|<Fc@a5f6Fzep
zw0;Jb%Ro5}iWwL|xe<a<@+3?xhz98;8{^N9D7{FCuVG;Tp&?>$5)xw6At}m}SvX5^
zPzpk%E>K#-hLQ8+XpRJh5F*S#EKn$7!&wX<2rCycY0y{ztknu1)ge8-fb%3I1)}tw
zh|G_Wyoo<o-eE-4kVvgoL>-B@<w|CM5}F$!?!!rfeGkubtmu77ln^03Z1L$JGf#rj
z1hF}ixW43Y&y&dI4=DFx!=QW!!`Sj7L<|!4xa&zQH6*?ifLjinDj|6io;FF!kC60^
zJ696SkDz*zn!QQlawEu(V86qCjU`7S<w@KjNS+MNJc(KQ!bD(cg4jHXE%l+EyEFWI
zlEmc5bfno_NbbW%B0?V)AE-2Sb0ku#1f^8cG0q)T$oUbahD5F-L3t9T<%*aG0gbv6
zT~C7ZBBX>Mnk1Mjp<zQ_zQd=B#5{>e5g-<}Gy@ZZmG{_l<jBgC$T^aj6?CvL#H2x?
z4#TK<5yHc0v69+{M5GnuG)a11gy;Z`oPu&C#=0JyITE=a3CfYIA~^FTC|45En<OVc
zLR^m=0@z1*5TQj)7PdUe0P2rG;ux8Pr3Dy`nPLzkupBwsZY5^l2dOnAEC!Hc2gHWe
zkrebH5orsOA|a`hToRHeA-NKiHyE$L*Uf>(Xwd3M&}<|mA0m@D+peHIiKnIn*~fx0
zyFr>yAYlL|A#HdV39cg%VMSdQW}d{7BVlO(nMUM4OctRWiCRkz=bj{OYDnaG0Odsx
z#>kK4*N~7D21<#frC@Z`upG(2$aowrFJjG+tRmprNCciE1wkyl^(2-&3C)Y3`B9?V
zspu|;@j+n##jxB6qG_5V(N@KR=O@wfBy#*CvoUibLIjp4iD|cvlpKjGEQqTkGr=RR
z$l(uTgYu&h=Gr+(z9OFlr9@cDB#(yWNUXULOAX1u2+on<d<e>m5FW@BJh>8-w^8m&
z2C0W&@?4Fn3ltJy49bll%*RUcS{?lHf?iJ|%}l~#9XpN4f#@t)jwGhtI#O~Zu3jW@
zITCveKtw@#lInFNlO54BkXY*?NUi{p;QR#2Ij9&q3kjCJ4Q{i7QacQTYDzd8rUp)<
zngrvaokoC}x5yO%=SOhOh+yH*Q<Tc0<Vnb$5Kt^b;u|-Ko(~axQgY<*9dAW#v*OB;
zh_J%FUI%v#35lI-XdMafLsHsi1*Is`awI74AyPbu2g6wM5n65psespzkbH=oBLy+W
zc#ub4Vfhh8!_Uz|xP}@mL|%ljKp{jsjFKb4`zINUaki2mX#hkbav(YjIhA2=ts$q@
z;aW=~`w_&(9ukPKLJvg*9~9d7a5nnta%!X%;&UV<?=h`rTFt-+A|V(e3L-%{4j%@o
zLCcYld<iE(D$q=T<v?^AdKLjl2Q_jc!VE}Ggpkw-U;JjE<VjF1naz+*L7qgUGGf}T
z!?l(K<w69;o*#*8vl6Z&L3xs@H6$p#5R)fCDIYl>LUJR5gvg`iCbT+|fsyGX(@99b
z5f=$E2a74F`4Ma`NF@v-@)LDf^vaK*&_~LXl;=oNcV-R8S`v{LVJz%<61nt3)QYGq
zeDxzp4wN53qjK;(35rq5G2t8uN%@HUhn)pdg(WwE^AAWIlpjGDS8jxe6EX#45(tCT
zA!F*~MVKj|JV|-T5@!NNo&?1;A&i=G5Ip2`hCL<1(kX}@&5@w+LWCYV3x6zRGeB}A
zJU>#S7YRu-uylx>2BmxKc@R?+ZDtXk8$n|_pxg+-ki3V36k$4v+Z0e<gkX@XkTG_*
zlP^l^kyc2^Lr606BzoFG@Ih$|f=6>CsMNt83dFQp@#n`Z+T}+kJACODlIk(@9!`-J
z*zyy|6i99akvQ@qxIYP!CnisVOoU-{x4^_181eZGzZ|IL0Ld@3Coys)b^4On(;_I9
z!th9_Be919F*%aBUL<^%GBwi)?z9O?+vw>XFMkEo3Z@kxU5I=M;jywo@*0H1ohKpk
zAQE8$q*g>GA!dR|+^zx1LNIRs;g_Li7~?k!IZrasb986;<w;m+1Ea~$ktEiU_+ywf
zS=@CAzR?`4c>$aw5xEkQBN!N2*-&#N?hzhPUW8$gZsdH3V1s0^+P@l86r>h}@#j8l
zvZRF~WvXeCC$XnSSXu?q!z)LEe1wj%hXJHr4<QjPepD8|97)4IBq$x>%8{USjG4mm
ziokOua;^mBNAw(tD^J35BZy{Y1Gxabu4G^Y)xvmPftD{Jrr`1=w!8=v1BDKL%(97P
z6MhxM%EI#`v16{N=?B4sq%#nSJvAby+2Niev4;Ri6cj!nj0iV$7QP&b(TgNDmWfnn
z151IZG$<vLlJc2WgYqFV2IWOa4T&X3LRPqfdyj}#EGQ=;FhoDd9gutpVS#Nx%XNg^
z3DJw{Lqa?TMtmU%%8f9LPaSb`$T^Z_84+z)^b~~PgHjp@gHj$gJY4f6vcDi~Y`%wx
zfx-uZ5#ff)!j~h_>PX^Zm}pftptOoDZIaw(#hN2Qxe9_2ISs@@tZGH%M^-_Q3^Io3
z1i27~!TAwX7t<k6LhNL+!3awmCNPBMM{3lQ@Ei$Vy#vmZ_|gQv{mYP)1|lJ;51oXh
zRtPzKYDtKH5G1;<QTd?I0b$f!h|I$s`mp>6AJrj$-UF6`kkS|=W%*&Y=|HKGaLt3J
z0+dsbFeE?0NaUObVng?VpwyBeabyhB3v0o`^CQR>lJg{Jy%DBQv6V&;F;EyVFhX)4
zHWC(|AQ~grBHc|!oE&PNq@b1rr8EdeO@%NXBGnG3bvwwu0<mGf#YRIy2Sg(0K~y&3
z90{F?BrbNbs{*AQ2u4m{EN@u+zz}6MIRhh86Iy;FoC84l1PLSZ6NH7F*FbEHJSoB|
z0uo1Hh&}{~k|S4;>^|@sK+^IgIAq?i_#uZFgbfKv7>PZ^NfU+VNzh6VP|Fo}ssPEL
zrXU0ll+s`rTY3bgR~R0xBN5?-$^wNjE{w7^fV4P9RSio$AR3aYKqSi>Y<Uu#BPq<2
zh@1prA#xgog{9?+mLr)?LUh7Nv>Zuxo+L6?LP{!7_`G3x0}3ky28AIiMh$Cnc<>wv
zZn+YyB~eolG7pv?39oM*nK=>>KDc*&;L434aeCxPNUHN=@q@I~KqONWwQEU8K13!l
zYe{5T5F3^kVKiEvBwTM}Q33KDC{Kbgq<xB&M9Gifatm5lg6qvqsQHl^eMyv^%#blx
zQ2gV@$hi=ijYx6W>PY0%1cqyl#O`mHC?b52Lk*dYJIu2{B_;B$t>l!wFg<8#2-*^Z
zrZrHW1gAkrdIjf43hPLw6|j5+qnS>Dav3s4%aa&&BrR%5NPm*432%-Bg#{=~kTFOM
zf-&+Vb#f$9o}^BW#9m9n+N>aYxa3KYUl16U_ps9x=1A}^EGqOOLHQC}o<z!#upXr!
z(*Y!irIx|jgG1^?LTWQuUIfuhr@-(eT8>1X2f^q`GMxhHM8*(vkw{Y9hpM&-lq*3c
z5U7rX<WB}ha198`cgT4W!Ul<gFqZsC^&Gh#Jl;xZMICavj?6}+Ic#YXk#dK}*bcIP
zAZ%>DMu;Io2RY18*|=*-$XF{?awJ-QgrqA_3WKCK80p7?nj;V3%zvoq8^S}&lPGx!
zk|WXTNpNoxw0jwfk@G9lNl+d}HUq>)%8ek~Aoh|&g4*TqTnWmV<mX3f<w&a6l8AJO
z%z~s_5IG#`NRU5JF|uDV*@zrTPCt^0Ig-f^OP&PfNI&#?5~+rS)Rx4jcTgTd!k`=k
z!=T&+#Ypue-W&<e!!Z3Y8ZAeXHNFEbWuQ3{=3AsZ2`imoG$fQjB%~a}LW0^L)WPr(
z9>OhG)N&ocLr!y;DRQ{=BvErCh=<M32r)$HAVLh4g}a7?tk<DR4GBsuSaReha4QX#
z@<22w-J#c##MhHZxe=Okn&3GJoWIcXBzlfSnE`?8fSCcJq2?lNBEGypSJ?#1jW8M<
z8lVsWg#-eFL?9STUW9}yD151dNyw47Rtg}}+(_t2g7P2&BXS;g7IN62=0gOJZaETb
zEeXk!$n_*<ek49eg3>%9uYg!hOwc?D&5N*H2B{~vGHqqrikvG!e0a+hruGzaf0C&Q
zEl+~%Bo9Mc04O9zo`mE?2#GU4f^sEw@*~I;M4kkV?BPA>1CfeQS%`FpEnOng?{Mfz
zBKro{SyzZqK!glAZB|Gf30<!PiYrPnDCJ<mkn{$r6Toa(oq<FXKk^F7hX}lvX&qJw
z=}&@lBqC3O^CL(MlwXnZBPch6>PHa9$dTl=TT${Ml0Of?^CUPVka&3WBlUWc$bHGt
z97(XFi<%!v%aOS9B<?zrs=Y{1ZpM-uA?Xa3`k>>j$SD-c?qKQw_r8d!jS%^91rx3u
z3CX9R+=m_G$dllCnY~n~B}vVZkZ{67g2I<tnCMy(wPr-{kZS@&{QzSjr(%Lhevm6b
z_6vv&^CK=AIb;ywh04N{BN20vREuleX$qDrF-Kb=sTY(diOrRWJc&O?u7lT#nE4Wt
zXR(p!Ig<2R65=DQBvP#i3lZF5h9pC+7y_At$dTY#5ZoyQS5FfEIar{S3&Vpv!x3~I
z%pWisS5Ab9Q<ft^tyZdy>wsb!M^6%#u3#w;TTk);6C_9C&y!1-mcVOLP_87DA3^yI
zGcRt%+Rg>3g<<qONleX+P=hrmLfZluayZ)+uuy~2knp7ziO7=#TCS+2JA#Kud9bvI
zpkb*OL=#N%gIoc~56BqdOKdDesDN0A&_ZY7Dg%*L&`~R<3FJxWI1kp;3CockOs()-
zhe+kCnLxP_h9Tm6nLrShi*V7{awMsF5@H`QWD`>dR^MUdL{wFT@+I}+2WAp9PlDE*
z<69|!o|a&IP>O?L%(RI}!-G7-5d;XIKv<Z5MHYdD2!w`(6*`SGKY~xZqH-NcC`U3K
zz*r#wORLB^vK1{?!g3;l2IUS=exy|`xsC}@PlD_s4#WHa^Aia){yYiGN7SRCITEsZ
z2Ui*)rqzmV1_Y9NK_tN>Kgbn;{D8p7xet{M$%CjQdQOD#afLS0xDNH=8GnvMtryUE
zu+$8qK{*mpQzG&qDvQ`0iM=<8t4@W8L-HeW`4FZG<Z>7$Aul4r0e7yXW(>j1g62u`
zYDwg@hnhA)JVY8E<Qa~j^AJ7(u|R&qj*-Iy#)joUbQ)KV1oa}RIP(FEXWV%bk@B#z
zU}+gdLvkdcJPFB>#MF|Qc@mQEaFH;Rk=x3!e21NGh4+I&?kB6|3JDeLxe^h&)MG(&
zBzd(YEY*Q%%rpv0y%0<=$q#Y`5MRJZOrOF;K;eLn(Q_h<k1I#gsE)*yBO&Px4+%-h
z5E7OnK{Rr%z*a}nE=Qu;2I67QjjNf^^CQF;RIDedmk*Img62v5wInPZq0-2y50)ws
zG%N)V{S^WTpMY2hAEL96!vn@f4KV}{XO2Yd`#_E*YOpcOc|180l5Qbs7(s&aA`DX_
zPoj?R;Hn!T;*c5=yRGPX66QvP%TZYn-yLAtOE3hWDwz&oh8{K72O!5UG)Jz-JKl;&
zNvJGXx&zVZ=@XQCVR(>Nf&`og^96)P_a}l63I%kG8eRw<z8nc2*FlaWYO&E%75?<d
zvX^BqTB{G1(m^z+cEW`rxd)Py@R7(l5}!Jd9LP*u_Cds9`4Z$h2u96^C_IqgKt4oZ
z0-*t&??4ViYQ+nxIj|gwcUBUSl2BR5=?{@IVJt`r29X4k{2-SG`2c}ozQd%ELj%G_
z4J~9I&KwCFYekJE>hO?L6Nrs34T4fET7CqjXh=$jkdS<UjRfT$!tGY-=116^D8y|r
z669tgFeqQ*3k`bKk?<9D_}Z<=X$hGPNp}zuGle2j@gUD~c$|mu1B8X?OPB~G6i`Xz
zutH~J&y%3p$U#s?f>S8AlnhJh5E@%<1c?!oBT3DVdr{^-LAGFGh^vrEY<|Eh2KF($
zjf$B&K_wVErcODDX$rKK#J@8OJv~AA$mtK3G7&T+4TDHLNq&$^fn1M_5xzrbA%_Kw
z4GAUe<RH$GIO<1GN=8oYAU0;M0EvKdB&el{8zbjOLMsD6rh!Z)j6p6!#UM8miSg%2
zjNF*al#H2|s3ii<ljP(`<dt-obCQUZJjk;h9_Jza0AZo$Lj)g|3z2E;c@ZLtHAm8J
zTnC(1l9`fGQx;}jz;pndGI6J3)D({`m#ku1MPNl7sriwZ`Vr(3RJXx+xc!1AgKwk<
zHQZP>F@bU<&GIBTM?z*maIM{eq#{fbIsGA0Cxit_!ypn*k{{$!AlD;fh|jQ*$RPn^
zV}=(@1Z#d|fXqfNBmcx?aK6KLk}o(NAyOCi9Eqj>h)BDzbPl0G`2ZDz@*|-fxt3`y
zc(pl*#$As>WFY3D+JT)1aS<koa617OxGciaaz%t0hy~4$qdAiP*%vuCg4o#dBJ$mI
zu)K(C7Zxl>V!x}7X0wsdoC?m5sP!afo&={$Txl0Iy<_GKNdAH3C0ryZAHpy$H863A
zd8>%%LoQ)LbsK_*%P$z>V4q{nk)T|N!0`MC3Qv6HAK7xyIucS#;wrrnX$hHyNP+lT
ztwVQC5|j&(@vz8|gz_ZLIuen}VJy@<3ClmQ{Dh5$<wX#UO&(PYW+LG{33CxP8YAyv
z_u=5lktpM>qd5|}CPvPUAU17tB&gL29%-dfyA@QX!!fMPN3A7E7}aUTsJS5d2Q^Qj
z@<90zfl=kK@gOFGNYuQK%EOimk;RD2kxU)9dXliP0?{Zn<lt+!4(~b=lm}5U?Q<ke
zR<)wGS|Mo)l)6|pq31`EawKY=1mznL#+I`nVu-v5VnM|4ks#Ax7&Q-~@{n^MHa0DD
zBt7yZ_F59Tt%}S><Vp0@iky~_>z$#)M)m=OjqXPX9}xx!7IGM2V`B?tI`t#*<w)%9
zIh=hoSk73+1j{)f8doj@<wF?8r3NMrG6xmI>_Vln<v?^XB6B3JRx70Jf{>7~Lm|oT
zEkesl9QvVsNzgh0Y-xp<Jz0>{iA+LLF^C*Gxe(c<AeW<JWZxm!h<u1(VatWcV%S0%
zzCM5^tyXw@6_%brX$-lJ#92S0r*LHc5~gKfh@5+1xeApA<;C4hyO}`rS_1PU>riqy
z#O!5Atz={u5W^-aPZDmk!a@#>#*wG+=Qu*L&>RU`--<1*jLaNa!hjADxe%F!$cHc%
za^Azv#vaPqka!>zTV%;&&5>yBR_rMkf0{?nk*N6)##_q-%8d|AC_h4SATkND14iO^
z4>nos{z4PQo+Cl!77U~1L|BN@I!9uklf<5`K%%fz2uY)*3?K+%mm;NS<eF#bu+j5l
z3D|ES|G_ZGpV($UK;eQP51kx|Erlb*V7UZ2|G;t~jE3Yx1PK$zP9vKHVZ-cz&<MMU
zXQAai>}~TQmLqZ1lI09#PzXz<2pW;1hfXd;b}7RBFc!jZ$Shb0An0-i{P_|0d?a|R
zm8?1te@P81&yi?I$xpD|iZ9(m@(6^4<Q@=-n$r+D5ynE5NAN&;F)_q+1c}c*xaA1u
zN$kByNEks#95p13#&#gBB^G>hlE`VSoB;u0=@2=MLfEi$T!Ng;hY%a#eh>@dCu}4v
z1RyjbWRO|Np$B4Pt0O@pJ9NyEuz5*Dp2XUd#GT3!xdhk94lEC1rxAG(!Xlg-K{n!c
z4}KW}c@kR<3CW2t5@(L2ah_zrY_(P}fFN@ELS{qKVHrk?Zn(8tvE@aG7%T)JG;-Kr
zXXDI~uyT<;btGnvWI~(=iAcZr(m5!Hz%XilT8Gqc#GW5_qm1sL>W1)OCZp5%T!dQ=
z;Ulap%p3{Ji7<Kqb0jGLVPfp5Yvi<AA-NA53CW2t5?45(ibKK|wWfrQ>(FPU6_mc<
zX$`S<3|nf&oyw8(3M3c7NL;xPRUC9z6-);vjchtH8@GG#%V6^xR17meqVI_Wg%?hY
zzsEqPEUbKHs07!DkQ9SVqNXTh9waSdrd3c|4}ynKQx(an5VylfO#i_|ApVDu$RUG^
zjU28ZHYjISFpRt$3Cf?CIT0j+oCDF>`12iZS!nLV9M{3thlG_@FdAoWg!IhG%ysx$
zLo~>dh;}PdG9N-rSYCwCu>6Nf!}21C#+3(A#X-3c6Von7LQ)MD5}w|mwIl^SNz}e1
zD6bKRLHQ3GM$d=HeB8MXpA4QHiReqiSg??R(W5zX5ae7)PK1$|IT0oT%84+Hn)7h+
zFmq!CLnZZZ{D7ChSn?tyg~8JsG)Gd@lSIyw#N|eqDpGUga-6G($jFhHEml~lAk&cW
z!b#Gij$Fk8hGeu_A$>_$`b4H-sd*4&FEX3}b3KGc_7^G}mK#Adt~`h=jx9feawK@1
zm43ZQQ0juEIatjwKsj<Z)-^iFwIVv3YI%~F7At&*GR~3>UiMKjXF~EL%c{{F3D3Kb
zoCqUPb0IPhloMeXIp^VG59%C=rQM3J-a*YNh`J6|`w>qg^g>vuCS&rJGm)Mvv9w#M
zQbW>Y{$n&p!gC^w0n3XJ8aWT5vSGOqMB~bZ$l|ziB)E;jvWn{EE$)&X>68yxEeWnO
zP*X1PIg<Q#D=6neaw3An%!LRMP=179e6GWkL-kn)*tdul`vLS3R(Kl%PZ)yQ8dQ%n
zJ0?3wj%27Dts`L>5@{76C{Lp1LS!B&C&Dmt&cnsVmLn@6;SVCI9=mu_6D-9cuW!Yu
zB{9=ALIjj65cveeLgc7bM9fKoav}mF>s<w2!45JJ8wS~nzzFvcW+CNC%>0NwM}qSl
zo=~LCDOjMi0B*CAKKn7+kA&sNGNiRkq~ym6P)P`h0jlRmJN)ShGfz^OBa!P#P!2=n
zH~g%XOdtr-0m0bvAwmq18$m3>`4CwJG*1$nABpHi(y-Nvvxcm|o7O-n61moZu|ahU
z2*azLA;kc>9D!ke!lXgIhhbd#5Fw7Oh8$iw5;aeP@)-o<&yl;qITE6hm^`_R36vKh
z7&*TY!v^O`%p8d*olsf$%QUDg6~}ZSr81<19?g+RWd<TQf>@Y25heo5jUXD4^Kh}S
z=Sa|4E4UvCi4Cff_}g1p`;sWL==jn&Bu6aA+QNk7D-a3EXQ(71f1-**cpzPf8W9@{
zW;2M!=R$099iS6D(8qL8b0IPhn&<F`<6z2>pp=MhUF%3$AppvmkT9U2)e0#QX)vxs
zpw$Xn-3m&9h|wLY<VZ+90_818E+d_Un1GE0<wFF<mh13|fpa9xw-6fSe_VLrawMoX
zgJTUHzE&$FHG<M5DhAao5R6pu3?U}O?JyG6Z|FQo7!b~p^sgbw$dRCPl#%izzO>y6
zZ98JiH3+d)NG(#*@+HCyR2CvPf>`)nh)ou4loeNA1c?)sA8F8&1eMV=YO@ZH-B_TU
ziJlJ;d{~YolqUyujzo;OB8~1~OV7w+pd10hs5u53kF>l9Q;p3ekbTG)**!$EQG1b~
zoQEAVB@RrE1m#EYNGq-sgR55r5(lM5MA}5KKxr6)hfu|c<Wz{;kx7K#&{?1`fM8IF
z;Kta)7c}Ptp8ud~{}I-+!QcNu>PLdoB%}?8R7(;{;fS1pE$^U;!EzaCG^!aO9>Pu-
zi;yeP<Wc*OAb;b+1DPYK+-61eB1b|USqeQ#fx<d+VEd7vREd!zI|!^Hh2;qZ4azgP
zFll)aq8igIgk3NeT8<;&=2jAF$N{V)shlH`>lUPnX9zKoeE?yj*Nn(~@@q&?y$P-%
zX_6la_9KzUcCfTt38i&do<OEC^ANHKB%cvaBI^aQk!^yp3Aqwg9%Ypd_EiDk(kYSX
z8j|Y$NN|f4*V+J3iox9u1EoadlnG-)(lCS^LfH_-sSwvANSNQS(V%c3w}ynzM-D`*
z6*Wg<<Vn=DjEx7&6__+A|6pR`^CCngx(S%}KvuZ6F~MLfl!eW;t*}-Af(GS2Ow0tz
zkHprHqd5{K<Is$Q$cr!*w!8=tqbx^4=OYJ0jzr0m*wZw+D7HKT5kt>S5I!WQVUoL;
zAP`*!q6<Po%ta?*c@dpPcPWTZN)0)HIg(Ks=e!5LnGetkI!KB{Ct+zAMAIzG(AZ#*
z+fgyPFA;oVa%4HqFs@{%q*0rd#8xY)u7K4ZEPDy{$KdklIRu#x$w}xWdahdu&5e*e
zxeH~!1X(Y#$uKs0K1Ah%av?G%Dn~+V$N|ccppjNaWkw|k#FA=ow^?!JNaS=(<7`7i
z<B@#<VIy)NCJU4&@r4xb{0Qn745Azft0lqXAINDLKO2@mu+hkQ3dU|i$#t-th)RR<
zE$B2Jgq|ko3@EZKs5uamhj2GqZe%*Zln5$=F!4a<NYwlY$(1k?oICNQGVE)0kjGhv
z>PRanqeF5bDv6mBVImagNE+3W1ZF=#^KIxUl8jmsl<JXl2{tw?UqNVCjzrCa*m#IM
z31WdTy6Kp?5M2c1KBD`OESm;vjs)jSMMgzNMI0;5hj)&|mMdZT4;xKrWCuqr2?}LU
zt99UVBzjE&%aP!DNl048PNJrJkQ(&7g350~SpkdQQpJ`VA!49h2*s=nAc#^^qPhYX
z4@-W;RY$_}<AAhUSymxhte~`kfx$Tvlq+Evo;$InN{|?8tpZBdLl>j^1@oo>kbfZ<
zR7c{^lc3fq8it0pGN`3OlW`p)`jJe@WaLO(=^iAGnhTM6pj-v3A)C;8j*z^Eiv;Ox
zVrl~AMhIqtwO>It5{EI{tT<Y&1DPYiDM61(51KNdeMux9Mt+3lOGZUT1x5udCnpb=
zHY=nQAwEZf@+Hm|J}A@}Dv-hzHKdgpl?Skf#K@7bo+Pxc1l4_*m{2Z2&WRv4G*2-h
zXk57uA-)}+YoWRzxe-Ew^CTfxAj@OsNUXg`r2IGlbtKCwMkOXa5X6yMaOX$`P>w{#
z@Z5=<iXrKG=#t2Ofw4h(4+~~g0OdPK3m?KlBT;i9DvwsRBoVzxP)`!QmPE;un7I))
z<A<Eyv9Uop5r(1l8$3rM@*Rk^oe4YK#RSQfSaKvQ19aXIo6VSFnECMlDDR>7p^^HK
zq|8Xd)+|y;!)i#JITCk%1lN$r`4P^RM>!8;=;lS3%VGHtPD6akPzs^ZNPHoth@;d~
zVpIk}n$(ii$dL!&vmCIziJ9JUiNNyXazu+0OP<7@8<9n6lp_h|M`CM93UeZ?$3j7l
z#Hb;mDN~+t*ycz^c{s%7duT0*RyV?ODQc~V${TcbBuXtwex8KoNN5cSZ*M|!7^ntB
z&Ug6O5FM!I;3@|&#j(|p2Z+dzbkC8nHY?ViBrGLiqj9B4c&Y{0l(2ec2-EOf2=^JI
zJhb$|76#bD3L%D?3z2wCdf?KLN+m6<#APCGTnAK-CgN?kg3>dreuU7NX&$%8a;D{w
zoCqV~wIseAh$)AbCz+avZnc8kj}2q=BSGz0Gz<zI!k8*C2TlXvJ|xywD<U0XV_{2;
zATi{0D?fxYB8t<|awW*0xG=V`LWm*dLF5)JDEw)XCkdw{m<n*83AN6Ej_aVNWJrD_
zwjYVerAT!fnfVcvLs9Z1*c^ln_*kfZfbp=ELf~*9IZsk0KY~t#MAVR2>PSR7!erq}
zkHa!QGBBX!Nb>7QEImm`ZUm9w5|T=B3#}z#`He6QPKjtaG7)Q@gtTDsrGIR4NI8;~
z0i2hbaE#@Eavm-W&5=<3l-7|LIT9r&rZA;I`GiA{DzOHRf7~^s5{|wQD0dQ-9~p;D
z4GF3)(efm&5CDmTLI^j;s3k#p5ri3)XfU!vI4!|cV9AkaJxN&20;93zJKSRM90|`&
z<mAZhNV-9}6SsY+GB7uz(WoU5+9)e1M?&%>ER1l|RLhZwIuf}J1!m(;Q+P&MQPV9b
zB@Y*j>N7k&Nqpf3k{hf!G8s}IU`eBBsTir=L{0UCc+flv&r{gz!5vI6h+Q6(4-uG<
zoe+6kK0xb5LP7ve(m6+hYDjR-!$=`eQBdl^jzRSRHjL6@9bPpgs9ZtGli2(Z6T=>A
zFi|Yw4XPnQ7!)Va)+SZTT<|<2?s6Sn25T(|t~YR{=mSKLtUz)GA}4`Z*mE2#KZ0oN
zDnNP>7-BL$5|`@<w^>1X5)>-vA%)4ep*-F|u@B9ASkee1?lvnd-C@!rDMymulf(#Z
zP+o*#Dz{rPQw}~6P})PQH4rr>6RtibzPx}ghsZ}D7WVuG%83Y!T@6S#45QnD&c~G>
zLE>n>h1ZUtkO1XI5C*Xc&wx;zBS-TisMaF|qtuX)vInzFLWsa>L~Jx#o`mH_$XM$D
z=1EA}LrbNwJc%<$l2T8?auI~amfH|{5yHZz2Gp0_%+$oRiD?tT`43RO!-c{Ah4~NM
z766NY^Cc)R!Z1h_UrCnCWCMm2wQE2*lF0x9vDTE>QWEa|BPb<8QYoAyCAAL?wHSF4
z<ZJ90d+0$#(efjrClASyl(&9ROu(O#kYz#X4vG<}6q!YZJPFB(5E6S{gXBX5iCxup
zrp-*7sgWZQ{sZSjsQ;N@c@ahvQ%6!%OCsk-P_D$tlaRE7Nn%fbAW?WugrwV{k;h1N
zCB$!V669~}7&GLMMR4RvP%MCBhN7~T%=`!)*FjE~h|~&Uf#q=3H^kPIklY9&vF9~J
zUWBo*tApf8P`<=B1A^PNAQ_~7B-n4T{0O39c@aVr%8`&dl7c+RvI>+BkufMWAYtV6
zgJ5G%eIU^hksmQ;B|$#Ng%P2K$->Byh>#ylITFhn9$bA%Q2IvizhUP?+M1h~HshR&
zgylpSO(;i#awT@VK(4}vK{*fFMn}n!kX(pNf>a{6C(zlj97$%L1jjnG#fr$4h*W`N
z9uimD1BoN$NK)&ap`{*PKSF#A@;fe!nG<0m1ac%5dy?oW2Ol4l>M$^*c0`a!Gau+_
zy^V>OdJ<GSg7PCMA7RgHu$%~^v8zJVksy;cV;S>BcON<*>Q}V>V<JY26_hg}YH^1i
zO>!iY0X$E_QVueWE8T&_A*mBe4y_zUs%uHek+|2K<H(Vq7yy@+)M~ZjPC?jYAgK<6
zMC3*Y3r}y7xEu+|K_C))UW4UC7>!*OdX7ZTlTCQa4oKbvwONm`9Ai0#R6l}pA2tjN
z6>Q-K8P^E|kL`eRCaJM!1CDcy8WL1j;>nSqe1{7|b0R3MlA6AUqI!@&Q82D>Au&gS
zVt~m296O}ODK7Qc(+_r0SenB^LvkXF1gBp}n#M+AZ$BbLK{*kIvF9~dPK43eRe?ld
z=D=u#Ekxx<rbJMFBq~QjR_=hp1~c?PxzL6w3<^O!T=9Wj98Zp9(qYm8=St+d5yZxw
z<`huU=CE2dhpV(e^)a43AfQkKg&sDHR!c&1BZwT}90{o(Kq(Ie!*U~tCXgdRxfGEz
zFj=tN1EN8>3LA#yMHr1u4Q3q)G7)AUc{vi|dt4+eM9}jjA~!;EB`8l4+n=;y!j~Tn
zm~>cHv#e%Z$hZ)tCkaYfxG+-vIQ-V=&@fM;<Va9XL|`iBN%XXXj}J<3h_ndep<qy6
zgkcKuBq-M)W9)ftJA54-Bu`>jg=`Lt-Nw|!tPFw#+N@x|L25{(IuhZ3>@2V@u<v0k
zNbW<=ldu*n_Bs(J3e^jaZ>()rCgdCm%9W6Oi7PLH#7AU)#29e}g#suvuw#NXBqA?D
zSl}3f#Tq5F4GC-LKq(A46@vIE7?vABG&oIy>O%au4a@93Ea$*z?0F3}N8(ZgGXseR
z<wX!CkRQQkd4PO@mM4)z02>=6M3@rcJx9zO3Coj^T!$Wu5K%A*ifzo94@gR2GJw~R
zko<@sv8OdqN`zxv^~vxQM{Bu~x}pwVL&8EHnFhrX%A6v4d=ke8#W%h>5mgS9)=<+R
zNCX9g@*)g_QZvC+e*hy#BIO<M3_r0mAVlU#P+o*!+-?KOGo1muAAMv8)&JOdDB-~r
z4u_D|Dmn>@0Rk8l*SPZ|o*W6vo9MX`o)<x>b9m-E+`a<&8406@4JseAmW1X=<a~(C
zW?98VY(E5d?u4WT)O?4V2TE(`X%Hlaf?@d)K3{;pjs(eq<~k5F_|(mj7^Z=88w{i7
zNth^vW;(+x%`6Sdm5@3T#A3oe>wy|3h|sWs=SE1rM9+;NJ|qV4lK68Z&KeSwA7L1l
z)<$%GgydAD9Eq=vgoGG+u2f=FV$wm*g$On@mMF=Sh*W?(4<ckB=?pdP!FUikI0?y<
z&=d?31?4*Y7@Q|TIRQLlh@OjZ)qcdZThYt{*+C?hCM!pR{0qa7d<Y{!`41C^BDHD}
zF#=;5fn-5(jfi=47Ew8JA#`jJDMv!m=g1>bawIW%64EbMWLyXeX<Ydc6f59(B0opM
z;v7UH@*Qp#B$dJPAUX|^g_EHA5md84b0z-V2$n_8CD67ia$X{wCvmAjG6mTVd~8VV
z2+EHjj4}Ix?ssH9C<M}&(!l<P<wO{bnHwP@p-jjS6dzy=j$b3lC@bzZD=3wKM_FOD
zA%1!^M>1fH@IY!qbP{Vgf<haV_poDdjFFoo!Ep{Mf58}cK7`4DQW|o~!^Q@wfnrc@
z1YvN>#J8pnoEsr+N8~(0LY{<-vw}$Md6Eh_66y;Wjm_^6u|y_NZiHa;7Hc?kCK8eh
zkxAtI2x3FyhGi9#5fdm!-ekGSaua(RAkc@zma3q6a^%&G2p^->l9=@*wr~TB5tSoB
z@rS#gh)o8h1BPLveXyK|ora`ENUFm}Le#;>LXc(*ka8X*|6wD^%9EhH2*KELBs4!F
zn~a~$bOr=Lbt4R;<wuYoafJaSFM>!|y@*O9=R*V=lnaqDZ1xe9AB{k{k>w_?IuevZ
zNT?yfsfuyo$eDpe<U&*yTAoDIkFXHJNrOThXX&^KT1!H57q+~IO$?$MF%l2sW6z5q
zQBWELVO;4DSsbJeDMupZNg`@W^t^&rQ)0_;$URAH@+9R*P+kOKSYCwD7<m%3HV4_)
zFg7SJLNIDhgz*r$5SfLX8zF4SdH@q96DDYm#GVGgsY8d19JvrReU3yPQl5nLv2o@>
z)bM3ljXf?vqM-Z;9&d%^DF}@%7sA9KDiFC5k}e>kpuC5Pp*f7GF-B0j1gi(NS78__
zHJ<_HILx{cB#IlO<VtLL4pKjYNNlpS$&p}RqJ;@0CxS>={==jp;f+p0av_4WVOhll
z%8g(Qsv~iYCV+AzYI-4#HxhFos-IEvBawL#61EiQNJwt81NRmoZ1nsHNgpsd8>Acr
zOLrg|l-r2IAk|2<B*;8iU4uK{;g><mmDq9}C^tedx-29=Lf7XIumhvD3U@Vl1_a~}
ztQb^ZBKIHD&}KZ4^Ccv#F-b&j1hX)5B-XV$p!~=*T0^2{HKKWp@{k-xDhUpCtnmS>
zB~kJkB46QRVWtL%2y(g!$CC1h%Z(sa_;Ms@e(wwuxUR&XKQLwCxe`6sf%uU8xC3o3
zC3r@Ksfif-Ky6jj5mrQg1hKG$2-Kfo8Bom#!>A#N&Vz(DDhbYoi1AkB{K#Yit|PIg
z0G8FG`H|=hh(#f(c@d%>Uyg*dT4C*07>zfFqNW679(u|_PH!MKD6bKNL298G(uV}4
zXJiab``}fjnE4K$2vZX@SAy~&Du(1pR58#gJD@xXsr&HQ2XPUIM0O`C8=UW;{=#6x
z@*;>v4@Y!9a+pKdX!(&Tl(-xTN*RzeLMn+RagI<SQbP`;9u)4lTCR{B$z%f_BR3)<
zM?z8nb`m}1fcT&k2ufuj3}O?`kswuQ7&T>sc%ZZo!T9nYrW{xgC|82=8G7zR=Y!NV
zG4q2UNFSzYAQ6xZG6uO0JI2U`2w#Fi2Z2H1h7V&4eY8ADT#f|qz#^#!1WHegqhmTq
zr4J-TNF_me64XM)#4M{oEgF`apd1OxooKZqD4r2**HE0ZVW2dED-9u18feZNe~v_?
zQ6v_&^o^1S@YG$PJcEj%I>EV(3H79NkQgjig4j?D%8?)p)rrzxhKa#wY;Hw};mDK7
zA%rUwk;Orwjfz3>goME{2_DmdjP8Kq80*LmSv|<n9Er$~q~=7JdfYjZ$p92vkQ~Wm
z1dd5q4n&G!c>e@79ia1&Qw=H`InCi()rph`QBy7=MWeG|`2a+t<~!UxrZb@2#mo;s
z?HrWvAo;L~=?sb}w0?xB2azCq@MClrqVrLG2Ie7$4Ty~za@ct2;T{H$A84GR){xMC
zB>GB9&<<rX>c`Rih{%r&46qzVDh=6<idjQ~cEvI2fbt}$js#(No`l9NT3lnM1!NIy
zsRt$oN^1y=SyST7k4%Z^sT!4!oI`NuLzoOiH7IvMFlr7&<Vc7tGe6Ts5QOoV`62po
zk*F@i&I9K{WZxn}1;T=b7(N;~)In^t*c#1|$hn5LY*O<gL_MgE#MzSst*!#E?0~j#
zR)KqyXmJeAnV`7Gjq#-*kQ^kvAxKDFiJUgEvazRYWKqog0n2~LG(;65Z$WY!gb&Y`
zpb;EUoe9o|puC8{5S94zB(kgUv5|5mB0L~0P)HHRsIh<%R|IpU4!J$Z(Hasxe?xK@
zsU)5{64q*k_c}neB+Dvr4n&V>)O3K(Bb<&PX%3mhng@~6D}nkElIkIOjW`mPuORsm
zk>B8~GjJAKu7v5tXAi_Z#F0>6B8LWuO*j-mDp127EuPTxBfQm$Xt#n|tTm*jB8YnQ
z6gkrQkWe9=1m#JrtyYX2$z+1FjwEkn2b6+f7?kGFG2UEBWa<XhZ3HnaPl0G$`3|2r
zSRVmfh;uJQ71lfn3n~0Ga*jmHkD!?kY<ZGNhsh9BGr}<GX$Yiaq~||O|ARt>9E>YR
zg8Gmk3~8~#NgI;uNc<@XCX1dML42G!5|VC-A@S8)FgZ|uf?#~P4!0asFWwwUj9XFF
zAno%2g$2H~I<PQ=(6Bs-ksm=h5+09;md{NlLvW6S=SoJh>PXBKInqVQ$&DaA;F1x`
zstr(XWVwkY2C=tWao3WNbV3{nNqfj7TCPM*wZ!mX`3^q~%~fdaQQWx@O$Kjn1ldfC
zOHtL3og-oUvWUu&pjZayNKmc>=SlMN<7h7uTloXZU!-GPITAkm0WVD<xf4fE5?78S
zE+@iNA?HO18=50gQ!DX2P;MX=<Lp6#^C_zcs|Z>?1dB6WB+h)|-3(JnVV)#6M~=>W
zV9Q)&iIJWgAv$p7Nl^KTSxbV(cZhDe!g3n1G$a?Il8J<7IbbOm8%<npfvbY$F)TFc
zIg(i(VlITn<~l-RD0vbz8%%6ChGUB%aLl2VuS_OLH6*B>)FH2qBrCxVdrgr1MLG%2
zk%-YYSPK?B8;O}C!Q(qv%3p9Afc0TuH1R12q7pSPf_a2eEg^YGt{|Gkk{2O0Bk4I3
zWGAyc9D>i)A>>+AdD`blP^pWWC&|f?!#-<~=|R%-B1{L?JPFQ`kd`VcNp!mvlFNuE
z!8s5m6{ex4P||sjTmd4P&Vcd;goTqNCqE)ut>2hH5ZtE(*@b~g&XXu%5y^ykk_WD^
z#ad!wj<Z5%KR|UO9K+HCDKwc0cGznpB@9v3V#$#@&=otFtsE0@>j!I`qpfbmm0oa(
zQ$I%{YA7@oG*5zZ5D0^F5m*dIo+PS<1epZJ7<mz9JBfJ`o+BffU=UZ>p^Ib04>;Da
z#3pJD$z+I{GKk|1`>aK#2Z;+ktg33jc@oxMH30KSuOpF1chFM^VLr9<BP<tSrNOls
zIQPI=kX(s1N8-tkkQx%jB%JvX<P!4oBrHFIXu=^0QbBZ%WP!|nP*6vbnOsMJHmrG#
z$dNNh9)y$N_yPAZu#~Fc(iS7e!Tm^Bo&=={Qn3xZMu6u{(p#x;9iY^Y7sGQRa&7|U
zN-TL2PmVl;X%2dhWO<4tLQakZ<wImlIApQL4l%7(($mlg$XFD3k@WC{>wwgf;8l&V
zb_}i@2^!nM*_VW*1;S|tU4;#}T?WsKklYE+UnHhuW@)56AkXp?B~L)}DP~Rri(p+V
zhcicF$&XCmknLs$+m2#CNqzx`19EPJu+c*goezlxG!k5rqLr}dH6-b+Rtl2q2+#`8
zUqsf7Na`Uu5?nVD%8}rhMT>1{4G9rNPalN%kW>aCk@6(j`4O7uKsf`H8&UEDR1Tc`
zkZVU68%vJFksq<<Mv%E6dyz4Q8%W5LOpr5nAYp?{;tx|uJfM;&CtktE>d<o}Qi>ol
z4UK?oMS&Md4^OxbP>w{&k4%PS*OB;B3#Ke`N{a;73gCQ6d5(nS1rUjxLqKd$&cT5(
z@+5U~BvQFRT8>Nvw;oW#2*kq-M}!D!UWD?nw_0K4FNB7t2O{(1=vp28*_HJ0MAA_M
zi4$ZJ+iWDHbR|$vBGLvS7AS3DVo;7GYIg^gTnnuQLHQ7YLAeka<H(JWni4HfV#$#>
z>qn5e$o7EP7_OjBj*P@}DjhTrqO@E<H-J#R%{rPR@#jeLcP=w7M9zs2HqGlu%$x`j
z0k53HlGg~QWURRnsdfU(gK`ZX3>w`*%9CjM5h4r8xj0BrE=0zN90_*`VV^)%fOmmF
zLIoR%tGvUOBSC9^FmfcNtyV(maa10u&Lg_r0nr1=g{UM=>qu-V3?@eI$~kb3gN>#j
zasqPxV3x;|8$o&O4ATcNgpRqQ<Vc9j2mB_W+J@>Hs2nuE5iWHI<Vaj=2C(Ny(6}8+
zo&=Y<NPQJZN+5+C&2jicfRwOASBsh#K|FALp~N7h#Y%9j6<5iP5QpVF>@-#LBQy^{
z^D4po_zj#JK{@X(X!RUCKi*}!3zq@qTRa%mMnt&)V!`Ez&y(202qFrq_Yk3qU}4XZ
z5lj)V7=+NHH6;H0M7b<_E+dT(%7v&HUmc0oM?p;kh_r#71xZi1N%H!T&|C*f`3MZp
z15jD~^&1m%j=als7n~zOxe<gx`4oil<VKL`=r$tU0&lg-6RsU$DwuGM>_9>flqWH3
zO4QhZ@NAesIT9&Pf=gVa8j{qR56aW)NHBr4Jcz0qH8(<dxbh^P(*!{Ak3AnkL?JVe
zko1I$q*{(d&mEu~LjZ&F90-H*AnkG_(RmWbNGmMlAUP5}Ph##Xhvi3juB0?Sg3``N
z$WfH~5fo13Vn`lDCUNCQ@Y$`PoQEAlavnAklzw1o2_H>Pj)c~MSZgGx9D%$Ds{25B
z5rnChACdc!NaX{OtyTgxBq$6)VG6^bFo&^`;|3%K$%_yYylNRarXg%nQx2u6btLE~
zHB3>}L*fOQ#E~a;@a9QSy1>MsQ~|=ER740<kRxF^04eoD^CJ;`NGh~h(bw#N+yN;i
zKrA>WGDk8?6R0CWJ3>IAiXTJrA%X;r@qkX(L20v++G-u0`5>l5LCs;L@{sc)jEyx<
zLgE&)Z3HQoF>_-$I0r*g4WZl!k|$?u2cGZXsUA&)h#HbcITDMDh|G~pX9(7kkWeK=
zLShU-j^;;VvJ+L*keUmT)x&ZjGL4oa5pf#9ge^xR@*XH(qNfv3ZX*VhUPq$kKJ+|5
zRBoh7e#BNsqPqq*YD1W&N{&R1GXxv0ejKeKsgnJ$7=oO`NM$4EL<Ac=1^}7`(SeTE
zAz~Gj;~@1Sj0B0`#>C`CkeWn%ce`Ot$HOv55|JOFtyY$|;8utQ69OV)0TExwER0%`
z)YO6{@r?>$2?0{W6<IwZ7oxBry$<BqM6eO@j)TSW7Mfa!8Dj<IMi2(CjKP}ou($T`
z<VPZFM`A{G@UERhwg;n5M0Fo_KVT6B@1e#&`vD3q8&DX7Fj9U5<xE73AmR(g8qJSb
z@(yi;kaHO6Y?PdcXxD)9BrGn`X+*q3SfI23!!}IN)B-NSL8*s049<}x)RU+w9*KvX
zPYAF<c7jG(KQQ4MXC*pE5@@+%$$OZk4>&i1+(bCUkV6?3@-P|{C+IN-;Ui)f%pyIl
z&?fy3M^i};TVx$r^CYo35|$1SG&Dzo>q)|C3#K9wo*vI&rd2E=NO=&sej<<uLG>a6
zgHk^zN1nlvBSG>A)kLt6U4q0WEkB+iIMx~oEA?33qScX*SU{bLgyhBu@Hyt-oCu3=
z<TOAGdpPDCTKS2X@WiDC7C&e-W)Bh;v!L-EP&o{VeKZo(l7e6+QrfIY`4N;evE)GX
zRE?4&Ny>+?oCV5n5R6$vLc~d^A(31FK5vVZ{0Q<f920J_g32&NsfQN+&>V^_Pom^T
zP;BE$5xB%@m3oJxxwyiRIB`(yV8MtSh{>{n#ypnv0LhOe){v1*D0z~I90@%$0Gg6v
zxr`JVmg}(9kT5w?%!8=~>xJh?^pXUF5A^|97lBpgpu7mh@KDAQ1K_y9jI+@kN!P4T
zT;9W_3QK+j#UEy@!bEVT0}Cb#cv=C~qtNt2L^~{z#Sa2uDU?vIgsFqlu>3$g4aox_
z5_cU*PAv&C5sC@<ff+QmdWPu?#OEx21ZN@<;R&rJ!MP7xY`|g)L645?&@o5i%4x)j
zQ!_t8awK?Ehm=-pBrHurXu=~r(0m9@`ABU>Vsj)+C%zhz^!$i0^$c--fcO_i5>ax&
z@+7Fd!<G{fVu-v5VS&n6Bure|K&YZ)avl~|AwrHE7D;&$5$8Bqj5U<zNKgvJpQ6!n
zB&m4^Ip^T3AxSeA*;E2K66Ai6FHtdxITBCb0bF-Naw3GJxP}~EK}T9aK~6qI=)syJ
zAu)+g;>d;I6abS0mERQ9kdRc0FGqsXGa4qgZUm`A&N%~;A0a+OB}vGQ&@}=mVGav>
zR2mU`ps{nL8gg{K4r%#|bk&I5MGgyVj>I<FiW=Xzd7wNAYhMvTL(^s)3k*X0l(_m~
zXt@!R!$5hB7z|MjBdL=kVWy$b*j*3rHNyNF2k|{kawH;#(CSFiQwiy5a-{1ZJ&cic
z5RoSlu}hdmX^sS?R&cJwma4JlM@U{EoFgIX5G4K_NnEQHVHyexyW7F}59B{&?8o9a
znj?o-4o1#h<gl^iNF5?tMcDHuC_j?WYQ>sHA?X#AQqfin;K`4${D3`Q!eo(YLirJ*
z7Mpnx8N4KFj>PXv5^^LYbg_p#K2el5>u9T$_W7Tje2CD4B}d|mUA%IPH6Td*3IRN6
z72Kjj?okqvAMxfAH2uWoNK#BhQj5ru(3UEsl))sytpOtINE;>_aOmQV0UTv1N}fc-
zJ#j4Br{Ljd192gXOBF_*Bqz?ndO#@#go#XJkeLt6bP5wesVC8L6jJ&pONK5vl0be0
zmpa7Ok)Ut|VH|l59R4`vka8rhRDfH2_~jQ``v`Yf5+{R}Bk{*A9$Cg!2uMtx#9Ko`
za-|<xxs7mcrD=YIxtYZeK3)a!4LV6=4T%U<##M|pICCAIm_d$V;?e}NDq5%C;b%T_
z=#j%ljxQ!dvSJ*Z8c<TsD#Ce^h#VQmLYq8Eha5?S?}*BgsG-WZimdpdppG1V`GxjA
zA}1Fj>p{tp;Jih8tfQwJ5FdY@BqGIvTXnD+hl(`K^CPi-V_?J|Mxanc!{pVG7O*%*
zj(6hNv`@do(FWqe7MChmY=LRAawKC7O1fFe2!;648&RniOP*v_pg3<*Jx8LuiC}vb
z)PD72@xz}ZVWG&l5-D^k%#oyzw2rRWA*aN^mDh+B2j@jt%ZB7U2^w#JrWt5Xgrz0i
zIg){qfsyn)$*cf_6y-`P=17=(5P6b#UxC5^cL>445KhB-={02aC1J5k#!ctsq{xx2
zhuD0FOC9<75u6u6GajJSf|eUWDG6741Eodcb0jSHAyPkx1rsHirdoakxdMS9?jSZl
zLP7vn_%KC+LJtjt!gv)V#7XW|!1E*Nb>zs-Tjcs4S6(AdoSYoVxCRa(ITA~LWL(L(
z0(+W+q(=}*R0;;qf-s#yq<$C+k_$*AsgfgME<n&AR}kM?1^FF>v4;=i3bfn^30+X0
z1cf#{?1{{o6y(RzHY<5~lDM3QOBHE35}p&`=>pt~grpgC5^IhGr9=b<=SlqY1UPdf
zqOAzZ4@6>$b0i`cBC`n2Jwp4Apxz_G_t<hI;|d%(64akWggTT(M6N_y*@`O-;1(w@
zMUHe`xWkhO8Bo6jREmQ32;f;ihb1RM(*)xxtR*^*8WNEjVJvW-1f^G87@Q-KQ$I4B
z$b1N!qogQ5BHN41CL%Y2XF6a$hS8MgM@X#T&6S{d1;wu+V+|3h0qx$yk)E^2_dn@j
z4b`!i5fx&L<w4?{0Eu2Vg7~14eg$I<da8q^Ms%7$zVu`9L(T)3Y$9_eI7c$wWrFTk
z2D4zf6(@~p8?p%4<@joO@Te-fe?ffA^@fZ!cxp&k35b)%%$bZeXz`1d<DjVkk0|+R
za%Afy9I{wdpytNCjC)bzlt4a&r3_I1L&vcEh_>z=ln$|DaJt4-OM+)XkaGbxHW7J}
z<ot-u9#k>B?#5a(!u*esA3^I@A>oD|njk(bwDHo&@rRKcL9vY|?_o_L3rBXoBH#De
zLz93gD26aGXzZYd$h-(i9ia4rj3KECL_*FKK<tyWfu%+apTcHCaMd;7w2hh<u=5Dy
zOGuuC)sQ%AMUW}j%|{g_lpmq~MfENtL=+`QLe`Ok!VH3u!xO}Ygfwv^BnB~K79>Jq
zjzo3%D36p7Advg8#RMpZuwhV)5*PO{RiHEj!;lmOA#0d|!4OtcLUJTdZ-LV{o;-<~
z8*uYL`3WZmwOAoJ5@&wIZ8EA1*uB{6b#Mv7z=+eUj0}w66Hp+f6(p2`!7Wxu$f1t5
z!orzY8We-rVs<a7sRXC{M<ob^0I4C3*1JHCJ<{q&NE!j909Z<b(%_s3O=+NgM4<FX
zz!P9;a4N@^D+%@_QF9B3hcj1V$%`QMq+qZ+vE@ccUIhCEFTn^374XSKuuuwSLd}z)
zkR&fQkmD1Tjjd$HBZk)pqmp<-fW$nB8c(P^NG>CVM9YyVxe=7kK=L(AHh4V%mjtJE
z%sfd(j)deeLirM+ic}KpO7t8_Y;FYm6*Ak;2x~_`^Ce0>xq^|L9JvNhc}r3)33lcv
zL1qY$lp|4dAS#cPoQO~h86yOh>MOA4M^e27PVvb35}euzjkw~^SIBu2ze@bFP`4qw
z4m|e6;zyb<A$bxbyuhId&Y9%p$I%=~S~So|H3>NqH3y>d5P6I=7Bokqr!J;oNU9^<
z)6i58tA(KXk+K{KTTy^NzY&s!x(tyY!EPhnhYSpmut5(qa9#xE$^p%f<oIV)4{8Vy
zohMQAAS#cve27pD&XMS83z8pET}cWLp7z0M9>F7&XK>4dYDwI(gk=zJKxUERCseg~
z^CTj4Nn@eLC^`>MuMv@gP+d97BPRq9p-F&+9z)1{(qbN=dNe<h6J_}8NJQw8#zKxy
zO!jDgBrB%K(L^90!eRn5j*vx2i+hCX8b*xXBcy(0tRcrQ2tCL(5rR#)F2kh)+j@0e
hYEi`zwxhBTZY76>vyLRU#frZVN#wW=IX<DT9snvqteOA-

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s003_nl.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s003_nl.png
new file mode 100644
index 0000000000000000000000000000000000000000..632377cabe0d35595e116cf0c075d6aacbb393c7
GIT binary patch
literal 12360
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=9VRo-U3d6>)Fp+OO8}
zoHhTq_L}QG%Fm*8I5;J_g*@71B!$*oR5+HAZFjJsb(y4uz?RJyvP@P)CJTn2n4l`a
zb3$YVk71iYvfd(bl?fN;tyx^G<#)96m+j1n6K4ueoEW;lz5U@mtH_yx`Fq~yznb@Z
z`Tie=B$9g!j|~Ze=kWP|uXbC0z4Z9OEw-2?hR=@F{CqiI{FKD1rR!E|)x_vVF0w53
zJvPI=_49s>!%G+K+UNDbQ8cyl)2l~4hU%@4_qw-vmzFYHKRCPkv`}tXcz%zhu;2SS
zNj=>wbJw(g&ry86IsR^^;j;*frMfBmwgi_)@Z?|hxVF4?mu<3-xy6KDkf3=a+xyFY
z*Ot%S<)7@sZBbpDvd<)R`(Bp!7ecNrpS`O%`HY`Mnr-U7En(m1x8~<-y}lfLcaLG3
z?wr+&Q}&evoHk^>e<SMJbBC=m$7b-zEKE+__a*Q((~oI<o9vFSay2~0Av4=CW#5-T
z?h^j>@0DL0_eCiu&y(RhnPHUlYsFNr2S;mD3fqECr<@T!bWkG9&BuIe*72oT6OKv-
zubpLho<TjaK+@25>Z^}U^EO#1YcDl^W|;VTzN?#0dNS|NrSmo!r5k2CC(Chf``wvx
zs>JNdg!Sdqrdm$_uA6ygW@7#Pz-2!5`wO;R3%-42hVa2QyRAI4)Tg9cuD`YZSP%d2
zAB-s%Y!>RAW?u0&`^=0D<?_yKXN6B~vT3_@<QNZY^tXu+>E@NTxo0>w1k1ZEJ5zk>
zl+BV`H;>6MMSuR7a>{1;nlsF+d-Ht!Z%pLZ41Q*rnkpCfwj$Z;fLl$-Or!If+MhpU
zU6#HqRrZki^pr}!$eHSayYJ5^+wfm58e&(!6~nQR_T2A0Mj7)0rak4nT4}J1D`%_v
zM90r9n{>{v^lLS&PH4BC$}?;K*WLAIn(JjE*V%98p7wO+RZhb+={IZDC+^&=5u6#Z
z^T(bw=Z#l8C!LA95qe(vb84X5jfSF|s+;V>mLHu_bi@C=^5>;4X*U~+Zgy|7`{sRo
z^-VVGmn&2DO*x?;9iX?{W!ee0(xRS|2iU62B=uB{POwcm9XI9c#+6p~$IcvlSE(hb
z*9sQYn;5!jk>5l^rrFOpQ+FVA2hCMYW_mMq`P7G-G=g({c776yRI*;lH`OrSB0AqF
zk}Gurug3IPrPV3Vuk18xi~Y34D8?%VBIcdKebvzTJX`gnnW;N;etrM<N}OjC<I_{#
zDV=ZFN?)BZK44doCaG6>UTDqweR@-0$4^n+RDI>6F+WfL|Cy;fp4bL%`<HXsJ$%}U
zu)yaRY$R+xsZW16>3hu0T@M#)d#7lxV$PIfllwOLbiv6VQlb5G*RJVbyP9uFB~Qhr
zX+Mpgzij%Nem$pj58n#EWtOHk3BQ+a{u+1f__l!d%X6gUHvBEJi`F+b*zfkuG@_I_
zd`EnGc73VKS<i<TZ|N`J6k7a3?%DMduU@@>crQ}^wx4WZv0KGDvxs@C1l?}Tc(v<!
z;U2lAe5)*FZ9=4DrmhlXyV>w+(PoQ?{-E@$bGYZN;I)coK6j1zYN2U*V|r%%)sjf&
z<{XpKquB{-bFxb_&PG0nwA(yOb#}s>-o@)mh1bl^UB$OnQhwf};#ChfO1ItOc%_wn
zAnDetS9fL|d?;wwDaD_gutj#A-bOi{O>0;5t&^0Idw6*D#0wJ3Za2PqH0$7|+kanu
znKkj@Pup#?7~duykX^cN4Yv)`Zg<%PV;!44?8bfD`D)!IivM0UEp2yCHebP<bF4-E
zd%~+4dG^EWmhYPN_<`ijt*<0zUwkmrc9PZQ<O5e;FVIVpsL0wDAe&|^VzZ$=u)RV;
zqGs(?(H{2x^V3#*&N<e&{42w&2YHXe|NoUgw{m)36Xy-5+E-x_Em5TkHUZYl&ux}u
zk-NH*H+kjcU2<(F=KMN0)qv~szCC+B9PRnFXKKOz;#bz$2R?6|{3>Mj;fIQIW9Odp
zHL&2iDn0d}!<ijg(O*4}7G$r!a{Fx?dv0*)hO-<W=J>7ZdmJ`HWc8KXQx8VW`SO%2
zetxigFhltk-@W;~6)((IHRtxVs+R<na+M#LabwxN?G5u||KHZ?Iq@QC+p+Dh*K$7)
zTeYJ9Ca?c}w$eRk8$VQ>TfuifYzDXWRrV={lIyE3ipH6JpTGCi;i=a{=Z7<IYrOi=
z%>CeI%f(j3**|Jj|IFwNIQ=`lk2U<ZM{R-a4WaXE_;y;d$eoeA8mO(tlHH#3H}rJM
zP3G%2ul%^P<xOZpxXos(=gaJEre0p@9Olq-Ws3Lj1s6+Y*sotZyP;vro2?1?Hfyb(
zFEh58bb00Dsj8fpI1ibgX?k@}f0cQRfBIpgEx)EZO_Tk!<<*wi^FG*|Tgn$ECi_%V
zPj<2U_3Lu$9%|^{e0-sFef!!^b6y>oo%g}u+|s@)HdgzLTe@emzTFd_=KSLY^InlT
z9eD}7Ia8m9u;2UAs9va7I`7%Vm2=f&&g*2n{aclND82VV>fePq4Yr?iUY(h3_d&&P
zN#8{qtCij@<%WD#75hJMeGqJ}h^*AxwK3_2<@sfOdtWm2Kh$}}kb2Qj_d!vH)=M_C
zgSY#VBNmG7?fD%$?T}cNR_Q0-><YHW($8Gn)8%B(8a=u_le^ZZY=hLjT$96ATVEW#
zlfPZ$+ojJdCg<Ne_-elE+!;DnQ?fhE6HQ7CZXU_1*nW}c^_4F1;{A7nZg~4Ib!*6E
zUv0n7O3(X6z&e#XEf+6b-q7};fAbl`LsqAGSMLq6nj3mVFDcu0kJbNWf;xYHyjmc#
z;PH-m1@dez{)d@N0)+YEA8KXGo_+57(aJr;pzN;lO3j3*1H1ay`#CdOb<gJ5p5*o=
z-1zI$*6TcZcNhPRF^vnpQOCbvS;I=c?mDimf75@wtN&vkc)ZZ|<1?P_d0Ct0=|(3@
zZr%60V|y<9?vFiL0yD%mylY;4){Zr}w0_Sk<6XyJ>;JoZztZ$yiBZI1)0e5tQrs(4
z*Ets1olPvB=fTSqEFM-<uyr@%;VG{yrY-c}b?{Bb!<3A)O{F&~e7%>eu5+yVe{F-k
z|B|%EmE78PJ8s?mZs7L(N~ezV{PJebpzAx2q-;ymlXF}-``UJ)Pg9m{aP?nutZ^mB
zY1>V=u5<dFcP&*qeSuxwz$?pAd^*pyKVOfp`nqeO>bgd|$F~%J1*zUxkskQ?KuF6|
zxv;k{swL*CzH*ti@VsBbf)GRDDa$*;buZgS-LL&H<$6`5{E?jNn^$xuWF3s+U%l<K
z?VJfhrFz^K*!>R{+)TDpeZHymWAEK7uNZVc@>Lx9ef8<N1AVrwvpAM<>3lhnrLSHf
zck1d(9S3=P=HRr=Gdp;0T1l?Y+~&7$dvlb?f}?jC`M0mz^+of>_Q$JtCVV@r)xYwa
z{sW0AtC@GT*i~~LI~!&EQzFPzCud8=Ri`rr@pofC6s%sodVUkH&5l{zAUkGc{lAy+
zJwG75M6R|*^32@OXNL`A<@Rgk&)?%*TKYfo(%1Km$8Y)FWlmu3U(?oflYh0%vRgYj
z-~8r%HRIgk{&;5N6-R1xj`6P*j8nd8RXM-w)wbyqzUDWl--^1+mLSc)`WaNuHuD=F
zXJ1X6>m<LQvn}x6(TFLoazExW-pw-H)XMw8!Ft7QhBr?VuVxrnCw8)jNPlCiu3c`m
z{`-r^-w!6tDlrr;of`h@`0BiT)m@EWKbZVpVa@pFxgkvX?yqdpAm!#?4(_hh{5_pP
zmG?PQ;PmR&=^xwnB&^-FvG#@BwF8&mEX!lwu=IGy<%4e;zsmZ)z06Yfv#vBnn&q|X
z&*N(k`_GI#I4S4p_h{ukJ3h>7z4v~l)UIBpioUs5ZSNdjCl~C?zM1`6xx?1b^&9qQ
zOR9&-M^2SkZ<xrue^%FiAEvZTUyE;=vm2SuH;K))E>VxH==gh;R|R5UPTNu0fVY>W
zbKZ5ebzXH3Q$2faLPO7<Nk4Y;&*c0u?PU5#sX+4!a(7SK*c^1e!mF}jBYOz*A&@TL
zw-=;yUhit_yt+J0l{ZW+Ht|F2_WRF!gw{Q*t~Z^!;pJl^?z)}-*W8u5d&$;jAM@3v
z_Y?B@SFp9*<mt9vaBGSAjccWU?-)g^F8|~yez<R+4r_MH``DTlHc{8sL}&H9doCw;
zzwy<j{0-aLLyQmQG^EM~<erz#dGV@l-Ndz%4NK++=BFI$%bf8mXwKUC<wvq(Ja?tt
z43RJKHm|5*U)AlG(B8l7Sj$a@(^j)?%`m@lR`<^y{b+lq7q{zwr~PsKBIg!&?}uCO
z%t|Bvq)C^)EM&Y}EM5}c%$gk_Ufb+zw_uh?n(msH4O#hdiQ49$J};~IdqR%$vSq%(
zC!=G(voEDY)(9w@E_rp_`TfPS-<95VEH~@e^+@~82ga*Q3|1#NvWG~2X8XNk;{5CB
zuial6IDd{yym5BszVFJ`+!4PQT-jmixcWlt2HAPHEM9f3-*DbN`0$}MO{}s3Z%;|*
zJSuy&dGj81-r~)7HeGof{O)sc<0tmc_tGp;9dR{s*3tWCzm(thD<CUkM(BnGi&y@w
zXnuP;r1p=EyyxK~G1+E6)aEbxXzBkjSgkkuPeb?qyEd-fp`GWi$47j)ax5^sruDAf
z6e+PZQJohJS>AGnuDhBf?<uzkZoVl!`Qo>4E_+;^OW10Y3lAMzzQ38(r@CKk9h=S8
zg;$>P&0iaD75Du>R^PI3k44S$vbi5W&^43L{yq26-_AWdbmD%lD~N7;S+ecZ+ox)G
zuIG!}Y`u6zlwW@REb(P5*9slB3g>Ugj*gzh^gi>T#>&(~$DJ#0hV}*>*j|&9sFrwt
zpTM-n@9WGSE^gZW@SyIlpS`#D#J`u$`CWMBih=5eKIT=q6|H}7xyQ0s^m9G)uzlQY
zC)btTB(=05-}Alv&fjZ(aoyW=UAoY{x?(Rsf1Y1$@$_q#+~X3T_b+B^k8E+333z)@
z@2-93$v@_u^Qym246nF(`dW^!ykPKq=9rk{(kJJc3FRLZo)dEK9QP`1|DFv$*#nyo
zKS^X|583^m?RV*Z)$jZ7)F+7COP_TxFtqlSXq?y;lfCWN{q2;NiLPJsMzr!*)T5-z
zn#r$zKlk6i=+_DDH~$^4yfLVZILLVQUG~lI-TafdPuzC+|7r3w*W9lw%_~v^n7_)!
z?SCj}x>jWUOaIC#KaHQJ>RwqM_mHD!L0bFC!(4nTw#A*^cU}Eq<ge5Z^Var04xL}s
z9L{Fy`~KnAnae+HQoDEI`1^+AbL|7-Vq$Bbi1r=e$SRv*v*tlV*6Xb~RkcF%md5WB
zYJM>H+s$8_?0%R82v-yaysv8xH~V<(wy<=|ntfb1<iIwH$gG3f_$~JIvg_)1Blak;
z9jx9UH)ZYgoDZ4H?md_qxc9ec+_h5?msZ`3;<&wd;;#pao4<M=f2|d<@8XqZ+4n#G
z+9UmQJ)4P?)aw5DsD`vGCVjqF%y}P9ZEO3#d)LQ(Y=0K$z3Fv()jW6Y^0rp#uuSW1
zX|7KrvoE@2tg+jdz&HyOBq8$)o5Rga{$(k6-so7jMkuGh?A7M>o^W14V@_`KHJ6It
zoZfZnaoEDn3lX(72boNQ^FN$gVfUDAeNM)#wJ%@mKAyVwVo2?uijS)llhhI)9t+vk
zD;pVG`6$XnB<lBR|JC!>&75_hJNWW)5xdo!KHoodZE9!}M90lvOCN7#3Cs0adi%yi
z-6`$U4sXnV_jU1|TdWyt^jNbEZoc>$`8n}=d}Orl4Qb!0%Zp|B!i$dxKs5B}PHA7)
zl>GmpN8%Q<h~{!@*-UHw+(#hCR9YQ>SYYbjb6^th>JsVO8(TkJ2rYPK|L4nV^Pj&~
z*4$Uy|Fv?<_vZoZ-`uiO8Rv8)U)3;V@-|y`DLv;%*{Q{+AD+1{`RMB(PU{6#LZ%7H
zTf)K(BKBlWk!VzvzP9D$jgGfI^LKNd`!m-tT6X>3E5cFC(u<onvGE;kgs2J5G%8CB
ze)_VtVB342%~v^Rf1EylmAHF<7Uwn>^UJ9PdVC>^k8tSRoUu%{?B%`JpT5{6mRO$G
z+I*GMdv>T>zb<$5qS>2-`i=!cjJv#L?~VGkzVqj`8{23HZ}sh%bK~38i=SsV>R!BD
zqAJt7_zJ}JnbjMATFuZ);OootV{<<(U^!FA<MgH%j!fU2{ZkF+^f|-S<wMj7`Mqi4
z;X74s+q}m4@unA%Oy8W-FCQ(i;tK@3u3=ekspYzhsgjy9*I8$Z7k}E@ul0SNdFA_Q
z$~(gSzsQ+^RXg+rT|Tm8LmcxgGqKz2mcR50vREy7|Nfy3Geq+1eRh5{a#nrM_qfeY
zY4yIJa%E2GskU<_I$tp{)Le6Y#<6utx4)WXzPGkmUA!;0ry)YXywYUn)7o{mQ>H)M
z{B^gY{jRK8GZ?f@*JOrod|owcol5IwtCzozo@h!fT+KewdhL@{#g&%P+v1LOgr5}=
zPFUJznydLO#{crvB?VzGZ>M%Nh(2oTSJ)nT{?p>hndh(N|NA=oO^dUS_%Xwm>(jb8
zHv}cm`gZy0iyYp`W}L^TE<XJ;Uh&;ej-uJ2u{P6R+>KOg5tdhpyWCnB^lSCZB&Ic2
zHXN%<+Wys?Z}x%0sTZF<SugzEX78QkT<<=$it=gZk0Pz3)vx*(GKOVET%MM6_^XMm
z*`dy<7oUEZ-X(3<bSEuW{JiRq!WPb#k^DmIH#zxv)tiQ$5kGg$_tXZ#b8p*c{3-p^
zwtSj&&Vx@2WA@q~E@wM)?fsvNUqv?f9G>+}c=y`nbId&>&gDwP_WiXgJTH9u?$(lb
z0YUHkK5+TpylJ)aSXW}No7r3SvS@$H{LF1d8ISK2Jqz!)o*$aGc4_hRNxuqP%qvdy
zUH3GN<jFSKlxe*2YSpPk?UP}Af5Zx(e?IAJYF4awvH$b#gUV&w&aFI|6tOtb*ZO5q
z#<rqMiyBYve0m^X{JVT?-oo{h+m+PLer4kiPf0E@i`9L;bn`5oXa4^V@1HaIsr8*3
zo^LkKD>}1CuuqS@Zu*}88;U;OoohGoNdM&B2M>$hl$h%qemZgG>LW~#ohBdM;MTqA
z-QAwKN9<l}9@mk2_@(H<_S3WZwZ-dOE~`)aQCMVNu|r9E@#dFVmO8he>=9oDa#qx*
z8{ed@J8Q4`o{PvzDXOyk9DQVN`?S~Z-`(kSvG04!=09zdxs`VIvprKzoV>eCtvj(d
z>hxt@^KF8^*UX+{Xn2V6*^TvLI}LW-aVoDATPe>z?LhL}DQ_>{EIB)8y2kMhyJqRM
znZDAGPQ0|G_eRRyCk>r~eTK*Dy7#<&P{dt3*RFfD{PI%%{?edr?&+6Jzn{Ed2@2AZ
z9X?klr@d}f?%jA_iD}WM{eQlw#oyQ2e&J$gu*V+jwbC}1EpN)r^__k;@YPC?o7#+)
zWc_fw<(9K4ujs%L5!p1Ke`10Hi%;u*Df%UncTYBy>AZ=u^^)Z;H(A=*UQIDvb8!aW
zq_r|@J%dwbSpHw_>NdyW-J<TG`j7AC2vsbQys2XAJN@j+mteDxnY>+iI&<^Zs8b4R
zehTFmZ*)GozsFkf0Q1=sYA-W)<@ovfgWPPgER%oZ;aw*$&N6XjmloXM+H%zLiQ6p8
z*gvz&)l2yOjrC_QS^n~rr76_@WwuB7UaPrhUlQ>%ZBE$A(QSP4t;vL`{r6<~A7nmD
zo&3cl)^ho><)HABy1b?RMq=%gn6sJ%8)mY;c8QzgpSNnBPW6|^A!#7R^S_wr%~rk~
z=___viZ|oZ&-@LCf1TJlEBHZ$G2gY$6BeuQ+{#nWmfLGBabR)Gl-f&|cNF>grbAr4
zvHeEe-6t`rA}M=ja=dm)nG>3qJAX~ttGg3@4i-Zd_xWHbJ|xNY+9eCB_{%$+v<H^c
zPK3Qoi?MWHwi)8+8_qfF^NLn{;xc-Erd3qQ;+)p@ZO+#$tICBwe-Q9aSzThhZVtlH
zf84(rwrj0dSbQ!cLUGgMHAUIhQ<U7lsyutB2sSvv%zfE@u)!B@{Ccx?9>`#sie-nn
zCMqnS^841qn7P~!ImJ$ey-bU+M5z1=Q7JUDa@k?7nZfB(e&15;{u4B3t<Aoon_9I!
z-Oo>a2?yn!WT~o-w^xJtLhpH|ypa@GYP8%>Yx_3OmAL_{?fLuH$87VGKYYqkr+oz|
z*D(5~H^^S|1uOnEQ*f!0JIHUI)4ngYh^{PKowE9iq0YR|MI8|5S}^CVpI5X(Ox5V;
znT{aIAoZ!yw-xfMLs#3g`sc3AnQ9l;#(B-YaGT#DBi;-N=568rmLc7KN{81Q2I?((
zGNmX!`>Aby)=S3zoMw>XIcu8_8}Vk$V1Xz+r}%k&VxZooCpAUE*-vfPXI)(WU}Els
zwU>@x|N8&W?)ZWTzQE+8HHGtXQu9lvId6R-Bg7~rw%TRc9M8P;<~?sib*&y$=1yLF
z>EMRe>p8wpAAAWkKFSiYl5ww1*tWPy6}A60m6NA>OzVC3Q$O{i{g$KQE_o?a_dGmX
z^O4zReeR~vDCukZ2dy;SSGLa5R6F3sn~|Yr7U^#pqIzy3+riuZk}}z@`*IBBTf4nx
zw9S7eJWX12dim~^Pv<qYZ}r{gm3{cv%q87Ln^vuunG_VUUa*H(a8{@9wP3!`g_8}q
zO)R!`PB}TVbI;jjl~tvAr}K;cKK+!}S)AJcVTRf1u*|oq!5jQeExf&8S*K^>-ab>?
ze+E2nHk>P3!8O-q(}TC7$Bw5>G`;LscjifI_FS%O-(#15f4(XF<a4!iQ*93=-_nU*
zx-#+a{=bj&<5I)kO+P#%98_ONT0a*26!UzK%-pqeRunx?P|B!zGrgbV(dDP@dn(p`
zzWHn0>kk}yrE6>6o%K1(Y_r&QQ}nE=opl+!H*aagx%L&Ta_ba~*tGSNL50U`Ugd*!
zuhrDErWR-D891)$_~IG7zGy?;?g?wBYt6s#^TLsuv-;`hu5I`yv8HyD>D1=+fk_;z
z#eB6-7k&TuiRb38-1QZE{r8^wXyvdi?ZL}8Q|?|mw}CbN^~o8hFAMVM9t{JVEh)h}
zOF7i%y}f9q?c>nv+rsSL#nr|!^{4HBGp#J{-G0Rj_R)*^u8D4_Y5sA`A<^JQ*4-yA
zYfJgu4$tP9qIJ&Q|7p(OGPAh*aSsojdfJ?@?3T^+znh|^B)3gqd);_b>WYA&WW>JY
zURx2VZr<yTeV5JD6HV@%EV!v}=Y5U;+Jlfi`}Q9S6+N~5&TP%EOC7guioR8Ou>D%{
z=FrWc9!P&smBtx1>2=L>R^<A9`enuJlzQZi;LR$}$5Z|9=SbaL856X#=G5MwLE+Qy
zUOKU%wXo^y^K;jDH*~aX*p^soMC{L=vv&H?{&g$Q%;Nnd{&Ho_3pvR(y_>(LKASB!
zz5PVkxucC)1v6YDjyTus$@!aR7q?&Y=NGAzJ2?~fd*lnQxqt0k*gg4kqBGM2UCX?=
z4~tnSv#(m2$d#zcZ`gbNLR`-7YejRu&3HKb-A60M`CH@dQls~LI%g1^GS5}?rhzU`
z^n(VO6>e>sElc0zORX`CyIHpOsm0rkE%{zf(=KifdltJm=Wm%-+|GG>_B`(?c6}BZ
zGLbj<?uI(P6OCDMGn^t$Ij3x3yHT_Dsmt5KiTPfezTUq3@zkE|S!+MmALidNuV>Fg
zkS@)TiEA$%+R!Th@BRBlGSkjwrOYUbIQ!2pP1|~Xv&^cwdY^pTE8dE&*;2S|(~P$%
z+pn1BDDqxA{5bURp*5|hZ}WMseYkuf{muSmMRT;Q+<$0oPL65|T<D(qdVBVxsqg1b
z4^2I*eJXF|yHu?R{+{q&&drR|z7`zbvf=-%Q=O|`%iRBRGVI>k<uQ{^Y)?rIjr`EH
zDf*SvwgVxyDsiR?XXGO8C-*WR*2_^>U$v{)z<L?4<dKA^E&q>)o(grXEDY1sd>s>8
z<{j%SZ4kuY84e!L`L5y2-x`+8y>0U2D<>@XW&V2k^+N)0QR3`tYEx4tzLv6ja=HFz
z_BLP9!+H|S{%#H}J{Z#2`Yu0b@rB$shsuf;-LmxjAyk|ar4|x*@1aI&Vsx{quCjK_
z#T$z2Z%U>9e`ENjDN$?Le#MI(ysW{jV!M`Ka$9)&M(f)r0j5)1u1l&~&RkghX)pUM
zy*E5JXD!S6TEQEgFzM0{_l$l2^8fz~<-6!-D(K@H@y>2jZ`}*I^)jojP5NMUSw%g0
z%BR@lRlQf{|2ue}?^XC_zp(zTYm;utow*jpDZTB$zvYwG2J&5DGv)S)jrhp7sl91o
z?~U%>CmCC(wOp6fINiqI;B!@Rv+1%|w-Ra(zEAResipPyV8~jb^@V@m)Jv_KlCXBt
zW+|3stZS;RZ`!_5*_Nzq87r&uur%$|rsA8YwE0bWuYJnl761Puz1}L)R;+9}&xJiX
z%Y`2Qy7^~vTldW6Q#MZvR6bzRv@~BOx;@S+?R9zbk?fkeKR4z4S<U$T<h7j@Pg516
z5A!c6S@SAw|LHoHxs&&XB*oZU&u`O~TwG~czUbWkOy2Vg)`3dB8@7|rmb{c$KWB@b
z+mlkYbDOqT)b_7E_-Jb3&a*Xlzn!?FGv%$x^X>ni$G6J29Nqj`ombr0R{ZG~*U~q>
z>=it>efqzBJ-*Q1tI71OdRe-%W#-*IG0aK=@hN6gPpCXH{rhy)sb2Z;;N+c`x^h40
z|9||y#`MpO&Yi)T8#dgUu(t4HPPNp!l)QD59<NN!|8-!p#zb|kY2Sl$G}{uCEi3N&
zbm|)|<VqF#IO|-I=hJhkul<}?x$VFG<!*!PWwzZh&0kmK{QYGYSNg!$e8%j`$_bO9
zdSfp$K4AG~s9HN$F;wGl$Mup4rz4(buVVYDdaYop(3&$xqT2RxsY^F~z4~Rx&2N)~
z4+P$Nb6$2$`(cKqHalIpqqWMeF7@40#LzV7Fdx^a(6nodcor+H&(RVO$nd#(GJ$tf
z&(pHg*Zi-)<2wFp_x_*e>zCa;HE+I5<Nbdh&F3t(eYIltKLby5_pB{TmR>rx>&m&X
zvU-UIh36Z#y6AQMJoMq#w4|D9<)1H{Zl`9S5BXcdeQm<3iv_1t_kR>v_e9`rVEdgf
z?FXZdo?dwK)Vt}P9#2!Y8LRF&WU^9w@rGq5@9&9vnzY0%^02FFgmud6)zfF@q#pMF
zw%>k>otmh!Y1EB~%xXg=^ApSTrzqb#H01-=<s}9sVJm0uIR1k@r~YT=ZL8DGrYDTj
zWK<%;Q&%^Co%rzMn=KnQI_0}2xh%8So9?^ci!X~?|MN<z7-`$qydUhr%Y2(k-&#G6
z4%<7?bk64q34gaJM;|tonLqbc#q8vVoNo<H&L-s_{kALSu*qNBFt_x$vOi{)OXob)
zGICjT+ejmS$JOdXZ8a%*&wA%a{J(ggS4_`;+vc)(ox4kTu6^8W`lq`|X1?vK1kiNb
z+bv7B*X{U!XV$-mqRY~GE}RtCJ|*~6<^2@SNxLlDJ{{Y=bpN{R484-4!h`ZZN(q<c
z&AoH_&Q!@rhl%dTl5<lsuJ6n_`#&!1Yr@}KH?5>>7XEF!mt=pj;3;dp*@nypy;Frx
zJ@Ti0G<<o^Ln!|Kzlohar&T=fuY1D!eWI24`qrY#%E-eS{;SgW#4T$oHH?m~N&0*1
zpp}BnlE265J16xXRpSmnmNT^?)%p9x$5GmeGi4>evtRaq*&gQU#-_2^bnn0O|3B`w
zel+#8_QX`4Pd#(irYThTS@Z5KjXZTtK5u?>@+z-#xfyHcr#&i7KV)PomTDvVEM$+5
zvgxvvKQC*y?c1yR$E5A$lG%@@zSarvI=T3z<eK@{(z886*<TAETzo6@;qz-V*1oy;
z!%BMB@;SFPii-o=TswP~Z}nq;y(d5aV7GAD`D+Pl)cI9U6z3?;o_15~qg33_fBgHO
zpLi4Eev5~xKWo2YoaD0Bn^IC=Zk%81*q5ipY@(dJC_pV_;jC4x2X~#DdQj>K+jS}L
zQ^G$__uaI*xqV}`^M+&RSN*&2tLMX(Z_$(18b&;?`jWV5>dOsY$AUX^gTJ1)x7+^d
zqU6rqXFpjq*&Go&XPSHF+Jz@RH(t$;E}eJQ;=`72(ziM)t!A#xIlIOE=C$?{l6^)#
zt6j3RoL60FyIJ-3-NC4xThD${XtLQYmiEi6WNS(FVsHdn*ld_PEhXD?&pf?oNygu)
zPHRg;x7F=Cbluf%X+U1VW}9w>{`I?lE}MHg%<q(6>7=t6AI^M>7Fw@*)5>E{QA6-;
z*4O@~o4y`DbbsEiD8uN>M~}-FH&;K2EctP{`scFRscZioHjP_dpLf;MZ1F+k+xdUk
zglFq)yOp%<U*3%Vb#oquoU4hIjFwKZ^NTW!ZocE^S}E3^p8Z2h`rp-EH&-R+u(ccy
zJ6f~nSWarW*YZs}txq$)lV9_Z-Ei%UBuUA>$zp7;PuFhy^nL4&ZnsYscCr8SO!zl0
z`nl|EigtQRztyochl-rgGbz~>dkv!b`@{JP&gbY(G(3L)V7lF<LpfKi@Bg34qPKqT
zq*byynNenYHh=YexH0tO*Kmi)H>HfXFY%RKqw2NGS4~GbNQdXz^yqD$BIh=nS|n_X
zyH%feRnjc^(B##rJr}Rs$ZE~4%GtB;AJgQCR#DsjP3gTpJ^GN5YB2ZaQoYdTn1~Nw
z1%4)pR<mUr+~2Y=S$54c*?IAzkKM!BvJ<x*OH1u8H>i8wxAK-{w6oxkswsx*VJENE
zY}j`uB|D;~?(b|{m1zCXwbe7ZuI>7`>T<SQ+w<_FJM+1xq-XDF`+N8P;wICO2a|Z!
z(qzu2zfRhqw=8QyHutnQNwe?Y`S(e?e@*Ls-@o74mnPqQCEENoJN@;}2R}m%Q?!4t
zv59ux9M{$pey*}Kzw-;9K8Mj`wX;XEx96OFlQjDwzxd}3w<=GXy*+v}E2yGwYfW$X
zw@9h=Z~UavCdJluC`R1=o7$K#$yNTtCI#cXb2}@}rer6sV%xdx<l7HTXTP1lcD;XH
z&cz!may}`zCvUden^sWK5}GpE_3(_1jyKm&Pi)%yGCrU87=uv7Q~&Isuc`me^Z2m6
zK7MqEzuUTkyx=`)v*&I${d1S4Ec4dtoUdIsR~2U;YhNDWY8LrwsX}z}=}i~;KVG@{
z>y!V#f4hI?^iJQ~^*iMW*K@O@+1qw%MSuUlwduNb%YCPW>Brns=NIdltuD@HYj=<E
z{uU{<W_nW&@AQqQ`9Drbc$(_ycDpGv$&BOL^qDzV|HeE_o&D7C?9TuBM~-dZ9O%4$
z(|PT*)#pH~G?H9zW@YZ#<oGgmM$X@o-tfM1UDXDrJvt{cqCYIinR`ck{mq=8&#(EP
ztk<0puVq-Py!*=~qiD#ok86|GPOH-Fxb8jsKhME!)n(_x;)GMy>Hc1D^OW%^iOr?&
zzC4ec|2t@Y0`IE}vw{yauTkBd8@eIwSi<J&cQ^H--*0-(wVu=H$~0TOi26g<Dh{TF
z*Jki8`#7tNDgNQ^A5}lTy-rn&XqM^9g=*K>ty>k@b^ZFWx!JFIpFLlGr0nLe;7N{u
zg0zZrZ+^S^D@bhppG$s~Zk3niG^T&&^!qp0d7|(}U)iW)u8IkwsoR%6du%GpS@unf
zd%0@<>-*=TrgVlqxp?!|3HkqT{IA!Qq~?j8ie{Bvlg22Qu6wg!<>Z^E_|BP>?{PTR
z@OYy9Bq4sDu(ZgPu}xo}7H*zuE_m~5VBcZ0(wMWI4+^hM;#F^p*KG@_{VQ_d9&eh|
z+|Lsx=IehiomBtk$9enZMyI`MFXY@6STlc8*v^>x{x4VK|G%$ST$elJjC(kWDaZ1o
zHfFoBJzb=@<FS9``OstgHyjDfS5eNHtKD4s_Wn_!o&U<(ns11$e}Dh)-a|RDqU-s>
zHZ%BdS(IbF(IDFX?D5xkDvk(7$xIST-uA6CyzRQyVXNx2*WS}BeEl2Kw`fQ=pPjr-
z;Jw18`OPvdXJ74@ReVr*t%kLJssFYjl}k4}ltq?xn8&34nCCFRB{gTQ>Dg=B<#keD
z|Ngq;JloE>QC@#5-MYQPH{>p9t!NLa&oe#!At3wYHev4Oufdbn$}k(wo$oz6fw$=2
z_LD8Q7V8)ZuPLAY(5`w-gv_+s!{y9Pt2ceU?)~vpT3?aCww29Ue(d~P7rn8W7;ByG
zxq<Dn;3<EPg_A#?Qiw?19pi1Q75#dehSWa;8U7U)wiw<pn^NAfY4YMZO}VcY%rZVy
zyjEkjf68OOQ`hDj%P#zoIlVmk>1&(iOD>;tIdOW=kBwPdUd}zeY3oa=x|sN-^Cvki
zoqAt*&HQ)vyEf%&ychWTo#l*?&6TcApIyq{E_w62C$ZwucEO76TaPvR+!T=HnJXXN
z7WF^j>ASi+QL4J%Mdi+FaqnL{<<xAJn<pLn4w#jCffiVWP5G<7snE6T&!YSPAAVoE
z*>r=J^$csrwkvGvdC_y$hF&{R%@)~idH8G8BNn-{TFKrU5{*9D$=YqHds|V<Q?X7o
z_5adMg|6SKI%}K0Zc>Yuv<iH7B})BW<+g;Yr|umtj(oi>f%nwfL-X?!jsFMeN0)+^
zb%jm&JAKyw#Y}HL75z@hZt!%RX}!{Cby4N^?b6>)h28T_(TtGP)p)RTO{xF3uC?F-
zQu*NJwHmt(N{!-fUdVnsbM5q{6{(MWPCbd5VqUrb>a3i*-(F1rxqSI1sUS(+ry@4f
zw^~J?W&Duw`jnne^VGe&??>Giz94wsXu5LGY}c7dtDSOlH`MJB<kzZyF-PZwzxRDc
z1)Et#+RL)0%#}&`oFD9dWsdl~JlC5|fn~X(`~M$)-)#Lj)V+q&jdSy|=GmLKw(4|*
zt!0q&U8or9Y`nq$+ljQYZL=~f4v40Te>-_C+%o^^s}6C6%tLElKG<;c*W+agd*7V6
zwng}cdUcBN=C|gn4`-g^_TRoP=SbPXU*i8?@9&b?DO9@ebi$63vK0xwSG`0JFOHmI
z`yj{k_<_r7wWT+vZ_Dcrm;IO|p=~Q`9KF>o`@zL0PhYa%)T&Og-~4v_%EOs{y!<=X
z<+zx=uCw%8DRZdD>V9^@rjp_V30GgOdHD2ctNY}M?Q(1X?fiQE`^QuB?yuonZfR}v
zxU1~Mwd)Tbx^&JtW?6bF{7}cwkH6-+?~Az3yty>5JZhHdnp0tN<yo(DO83l)tT<4b
zE4BWixwb{15_{35>DpE=v?tzq`B^&V?`G4@rfW}l9n$<zqV_cM@~i!epXQjJ{!sGz
zmPW+o`>fA&0?(=ND(^LpHhy`SXI1L+gs00c)n>Y06X<VPZmh{aEA0Perku=ef6YoQ
z&fa_|89t@=M4ImR)%$<?uY7v*mpJQ3DR%1x#rxZQ*tUAy$h&!}_e9?of$RytJ~z0?
zeO$88b4l@ysMbyMZ+@PA^`uF9dwNXZH>KaDfs#C(;eD5v$eat2eAD1pZ`kcAa(G3T
z?53%&pO<an%D!+(KUMpDx!*URDRZ}J{J*7LUANh4=Cd~+da@<$j9SEa{<j7Ej4yqv
z;&Uo;)|A6DS0&F~AQ|B1DbZ?kEB|uB(^)V3t%E{O*EXk5IrVw&WM1c+)y1dwH-Ei#
z`_0d@uOen0Z&2TRzy8<pdi%_0*70wC3t0wEuCxDdzO`i2@(Upv4Te)D?hISe^73EK
z(_2Qb=AFLqsOe06q~8CjT+yk4-%`GO-I?<&{N~TuS2vpQGxS$3&pD{EyR3Ls-Bz`T
z=f^^iSF!cBGtF?Rlq~KJ;|W`r9(cEaG3uJ;Ge50AzZq=qc;3`%-DLSZ$n?as`)m4^
zRx(tasZROd`LLSxk8B%n(F!%*o2M4m)~e3UT6?<pL+IH~rWx+4Mn8=F(zNwYpJ1J`
zB05$n{>hK4(^uy7{{O(`Ul#Q3WK?qZrfS!3|IM~4JxhF$m_O~Wdv@yU@YIj9>YNp1
z@6K2o)hB6UFfBo4>S=*F#%(WGB|H^AeYI9EFyi5iwLRAr{HJYl-u5!bRP=#o{^Ysl
znQKFM+aw?Kuv*T4C>$V>pz9(zOXjn|)NLnIVzl4y^u3!XrW?bk7=3uApPEj;Ma15f
zH?~hM;@Y;d)qtOwzq<L&9?P3&XU{zy)|YA!BkvZzI-qCS37#{{<{FuN{={c}RrcJ1
zuTjo63*M*K{hpW}Ya1P(dimT*$B5O_4%i6Uyx+R%`Lh)H_fu}3YMhdA^>4nbb1Iiw
zh^}=@W=Oedvsi}k&z#gfVf@$D&sn=n%;tUQriaf`gx{N=4Lg^(rD{W6Vac|CQ;ulw
z4+*?0bYa(<<j`&NtRhOEKT~{oaQf+avnSW?xj$pA%%P00A-)%v%xr25J$mins@n`v
z-Ck3UYyVE%|K@g&OuJL*d5DI**^_<u#ItM1uV0$SoT01rFu}B+`TV|svS_z&AM2dA
z75!OM7*KjX^x_pppLJShr@~_YibOT7nsVgzciw%{AEs{JI^#e8(F=09x8H{UWnf@n
N@O1TaS?83{1OOPP%+>$^

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s003_nl_rbw.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s003_nl_rbw.png
new file mode 100644
index 0000000000000000000000000000000000000000..a298dbf8a741cd0210c6b95c1e1eef768a1e15ce
GIT binary patch
literal 17541
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=A$lo-U3d6>)Fp*00IC
z8F}45N&9ik@~x9ME<HF~Yvn;EL$!bDCKFkNdM?g*m@cd|V@5-##ZvvbFK$RJVVbwI
zJnh!YrKw)gsRueZIM{A2Y`q~hDQ+tlUn{pDSKAWKm47_4bY|8U%>6v)^PI1C^S54$
z%YM7{`|kV2^YiU8-_5anZd<+n`Oms{``+&@uPS=<vBE~K|M=q(Lf!QF_rrhwu{%HR
z$p^eyE~ob~bSC$<`L8}!*vS6;W1YY9h{cL|5h<Q;OnG_t&utWs;q2FF->cStyg2so
zKYyp4Ax?7zt81GN<-1fIocf{T)Q#@X6*lft*Q)uZc&lEC<f~>jJ|uqrAosc!_ba`7
ztNM>`KD%M>=Y=s^3(s-gu+HR<-^`=GgKge<8M&(0=JoreuRXpQ<z&nob-hvL&!>0g
zS3g|v-#ht2q2V{a)rY4CRq!(D&ro?M``nn_FJQy==N~J=xVa?{OFggnurXiD`EiKT
zTuqY&3Hh7!YUXYVWsNJ~wUMumv3STN6VtQTzyJ7Vmm7PHF2zmTFZye#(5o{J(q%8E
zt~baGZ4{4TKEHgb*G8f0=W_k&X%U;HZoIO4G2Ls$W)+jgd;cf>c=|`IB|Mt*{PKRj
z?RHP9zE(VI-@EFe=>JE(Y}<B;{#q*MrOWv@qhEP4-)gQsSG+3hYG)W0PMN&t;q7}V
z{f8fa6cMr#PMFRWurj(pyEkls^ZL6<wJ#RrJ?%-dxFfSk{ab*ITz_YXYFlYnqHghq
zd%hR+r(VcNopr~`eGPx^jkR3rc@GZVF#c5W?(+tf)a{$vCvSM@8(?U9A!G8D*QI?C
zV6V<mvzTQxr_OK9y72zzN;++c`+|~he6Cs{aajDWr7C~@gS$+7!xDnlKNFsHXVvs0
zt3@la+2s6eWxQ;s=7qjlS!wg#`9_P3^BS!Uuf7HtZV?Kcc=ST~k~P=EHhz*iRTWxs
zz4*?l&M$#4!w$;KJzi}4Iep$=vAp`e_J2S14rHBeY+b*^b0t@)m@}tVjnP%(93k!f
znLPRy$IFhaYPtL1+!Ky&@wE$&7w;ANw)@iBq^qiTesz`YtvhJ{uey<MW8K9m(eim0
zSI<$Lds<)Q$6gNo9X=L}mc0!8TI}uy^DCTp*t?XS=Y731?BdpSh1qvzw%+;GrMY*N
z-MSy@@!l7GoTfirAX!``t8uOU_FX9s_eB2mQ=4u6|19u7HObWb#iXw?<vT90?%kwy
zdgoWs-&IR>dLmf6mhr?+YcBHHRk|iZ{$1JX1I@dh1mubCi1OUNE6&zk@?GJXCH}l?
zuKE1Cv-_UV0+DY4ojUKYwHsG0^*4WVP4h5U(G{74K08#F=v<T7y-)7E+2>W;_gEg_
z4dYV^)2!riEnr+z<&yVQTl|5k|Dj|}iD~KQc78c%>lySoEHZre5xMirl(JV9^fR09
z`>M-$Z2`mTQ2y7sU$p*52dr|sIA!7KQvp-Hyo}gxcV}I=+-W)2jZzkCymlz29@<yP
zpS<zdjk(_{woUNd-W3sEpgnue;$y4gH|&X!mwOnt@0rS;PewM9pPtXJ5k7Cpo*vFT
zU8Q|p%%u$_tEI1PURYo%8dYk!ebe^TCMK3!jTekkGd6m@IK|!j@Amg7vo~S3SJe)4
z&B+wX^I+Uuacsk#8xp%;$eo|{&`nC?+QYn5@6$*At~b%q4Q>;g-Lh_r*WLE{=dZ76
z6pwFEPkwOl(;xMR9mzWsS$9-#Ox(HdNZy{~o1J!av|X=z9bULL`s=AO$%u1CZ}#ur
zDm1UBk^S`N`7O$Q58Ff@JlYv;8_mD{g1`~2g3UJ@jdUcqEjhFIM{cis_}QQB#bt?~
za}Jc<IThUd&_(Ux9rvB40%nuFXCKbne|&Syj{2^stqZQJ9oEYVZQazdFr(-~yy=m!
z+@jU5rml}<UcaBA-}Pao+QSmH$a8DC%4ghQs<1hHcx(5<2=|>+*J>Y5@^?zr5b6DT
zj=ygHhvjyE7IVc;d+c3T<-f)^PxQwu%SYN*PCt_sl<PipSm$u1?<K8k?Vs|VcI`^B
zW#<d`eYi|3=AGL1O=+n&o>XP<HZIy}bZ+Uq7uUQFvu!+Ao?XGZZ&Ty-G`)Q~k#gSi
zBSg>THP!#(-yvtYqsaNrFRkmV({pwt8pZ@Of8V|4`h`Wd5u0mo+|GN^w<LQ17x(><
zKPJEbdrjik>NVkluLZVq{So8RKNC~qkf)^?DR)|Cqm;#EmWy5m={$F~ORUS_F`sjz
zt-_}EVcyXKYtHY#-Q3oPt#RGHY3b+AyC0X=|LJAhnssTd=iZ>=jiJYPnJy2H3q81&
z>3yx@My)yT<sx|W&ev?zx>MY&+j;!5RNmA>y=M-J?q}S-$%b|NrkRUR?7SLbs(Ecm
z^vZDMYa8=?UzJ{3RidrBdqsrkIjiT_<|OXSG>kdNbf>a8xBGao{JY7AVs#Ga@^8@M
zytZjo(jBk6B6nt8$&Ore_-@vhQ?F0Hocdkjbt&sct*J?&VnwgBW7p4XJ>)C2qsg@3
z;{QW=yUfzpq=u?WJPE!3*>{T%&s~$3VO|A_+mBT}{kmmWXyn<oUQ45=Zi?PHdFlox
zw%aoO%LVi%95}oBNJMC&GtZhkmsmF5YtPet9eVD`MDzVKk8d@J>10Y=oN;w#UhUe~
zSB(ws%nLs&usUIl)yr%8by?yGH^r1XoEOF<WvI3)X?K?@Zm&DJG_KONHt+AH;=RY*
zk1)q@L^d;+A4v$yo)VE9(Is(PssDJ3_vclWNwr_C<%C~^Ee_9}Xx5b~?YD+!;h#HR
z+L|Ia7vA}$`n>At*OJ{+mv8AyEEQJ!dg^M>;Ue|jiKa<8({1E9%UvH%y1F22ZDIDE
zMH1g~?XI*m76oQ3ofE+vGB43`J6nZq^4(P*TG|h!p75MjEh=2rf7+5=%w^-!PZfTj
z@}A~}CP6|q-saZYFH8#~!R}xDo~L`)*Yo>cw^w-X$!RQ?IvlKI^LA!|WYVjzt6m=$
zecNUln6utSF3)p&MCR3|xJYT{=<8gr0c}Nr8LCGkbXN54GuC+<_G;?%wI9+%<pL%9
z7BJ^AtrXAZG2h1jt@XyN%6Hof)LGtLR*88kvH92f%InEGJ&kKux6EDNQWUsC<>Bi3
zN4{=rzHg3Z^;^Q3=ftPA^-Wmg>f2nugN|)GS8U%>eZY5BqqI-bMy{Oh#-pbXwv{{V
z)Cdtex=VAr)ZRAlr(gA-T$Aw25?bfTcT=egq}loo*KXs^wez1#wLgB&H}&DQXB}&!
zR)&k6KVWpe5oG7C(4}T8ub18dC9e2`Yq`>=w^#=##4QQizVDYqm1qvX?R6a)%k9f~
zzHdG7df)1sYvbo!)Lw1Pa>{k#q@L*H#krT)?sN~ox8{(t6cfAE{k0ntcUGtFxFNg2
zck&IVs&&2=Ie9*e?=ogCiH`nyY7rmEpGy|3db`{7TK4MbO1tER5zlvremQk_b))pX
z#%Uc-m9|Zo_gc_zR(DXt>PWSY&_wx&*)vLy{5mluI)C5$)l>I>b*|s8aLx7ZsqpTH
zQ;+2F9w`^p*zwhS`t{Y99){&jJoI&S`)WJ+va`I^xrZ6|XL)WvmXuri`fU0>y#r=?
zj8BCs{u=kQ^-OAtX13gzcWUjb@SSPJ%8do(dtRF!UDZ>ReZx>M(e}=_zzrquuDurH
zn^8TXd3VIIj;$xxDqVBl8M;QQ;^E@`v!3|>x$@a^`?RmS_C+6F%C_;77*o}3w@o(l
zMJE&%3v+DuIJ&Ap`t`$S{Eb(O567)8*b>8Z=<n*rytNlsM}1Yuo4aL|K+D$;{Qs<X
z<z(maws=4Ndi=r$oB2yS)%|8(>$tk(YsZ%??N^q^3f9TkKYTWI;?`xMzwhkoi%Z^r
z!OpWOy0~iTk112{O0Am^K2O<>MegFFf)|!2i|QvOh3=UDbp!Y3ME2PA*A-uPlnRL{
zr(YHQ@~hInzIMUMRj11CoXQs1XtwiftM}ehGg&HPxDR$}8{hq9b$xYuYr!I!8lLc6
zp}ew5J4E&Of7NB2rqz}!)4JRA*xg$!+QFQ&UsTyXGKma*Xeat0>bXJE+KaEx7Pf_!
zv%HvIRg}+tq4rc(-dlmyigrtv+MbS-ezqg@!7jd*qcdCbO83eY&iZnSRqJrBUh)yE
zmtkU?nghc^Csi%|J;n6ysnu^2WDghJ@dW9($JZWu%5nRyxPBwwB+(t_mOGA^N^Ix5
zzWU=Kho#2?)|brR)D->Pe&e$Uk4-Wqe0L|?ZPbc+uyKQz<(;+e@_iGM%?gsa3To9W
zf6iVLp?<e&bJTiSwY}dT&euP1zJFzX$=#;t%JQ$}zYe`nkL=swut%%-&aYj(udjw(
z-~3VMd01X9Z+cSfv9-QoOC!}Dc5^&?IrUd?+wQGFYxYc+`e9{wY;*0Zr&Edx5_jFz
zDwxlH$WJxVJh$35`kdI&RSOJsLU~TFoT}GhI*pb05=;D_*4!PXJ0e8)Em(Ma!<>A+
zcb$i1vzxkYxy-aXUw`em{3L9hhtRtW$<<flw%_advMTl86ZiKo`I&B2{&YW;WcS5;
zX`Fabw%?jPpA<hxbFQ8Aw4k`aU(e#c(z|HknD>Dj;yv%Ib(j3N=ETKg1@@B)98X6q
zJy-DhZ1LV>NoO53d0Nsszj|?=E7Xp658VE#s^V<2q5WjeU!P-o6D@Db+?jl1tus&d
zgLB^xcBvNbm5Yoz`s-Heovd0b|Mlzl6)T3F+7i7+zWU?y9|xr}wwT^s)qipiPuwe&
z+V%sJ`!zkLP1Zf2x-fdWK@LxJ0JHYA!(Xd>GE241l{v4k<Ka$lOuw;i_VcjNh~(D4
z;Z1g053fJ7*b%+^=&9ZB>{$F1)qbj+{wemL?a7^ApH#nUZ4gY2*rJlN`t9a)>rA27
z+2RG--|ZN=nYUkynA)nI)ocF$+Wj*ZABx}7U4DII-qY_-w+dQKX+KcB!iMYIQH83h
zftMC~?vP8}&UNS5#tq`EH@2$0yY`r)UTV%2?eeCAlUxOlH!m=ATeEQ5-K1XDkJs-1
zu;yx=G?_bovc%cI*3|9u=KM*V9Bq9>>b~H6bN4@?Q{4|TN<Nyeqj@=Mdr|kdhfaL$
ztS1ld5)`|(?N;%J0*}c_wYja)JEK{5yjHz1Ct?lj>bgzgYo@mK{yikF{<UiE<7;Y5
z@2##*@J~9IWqC4a<>$Lv1;)n@&3cmXnCHzJ-EHaInWC?=m)|+HR_lQ1{Iva+{Cj_H
z^juw6v@PN_@9ig3n&Kws@g}`3(B7~Aa<kTX_s;$;pG+)Foo{XkTiKf@x?>S@V&tR^
zg-5>b`dZ*LXHny7fy1?02hOfby}y?6TR>tv@1;Lp+qt&ztSs*m%K0(9?#o8YysP@p
zyPs!l)$(8LvpVs;ucujN#Oup?8@XbxG;T2RykULl)2*s%K8e0|<(`K^5<7e>cU;aD
zIeKcBSjMI-p1sK#rCkbjCV5YnvnFlt3OaoK(`7E5tk9*->%U9!W>2*`yq0a<JD(e~
zRC4AwKHd8Dn~c^R-skBL*p3wRausym-ch0*{rzOtcDwHj`B{G*@zPLU=&Y@6kQsXK
zfy}QjS_S(IlOk4MDa<>2aO%4DyNWsU8~>K>%~O@(0huAO!_9NY%C#qivoEdHNf#1)
z?XX?Vu<EVB>4Gm_(+V;e|L!Y#vuA^m%$7x`6OQg$63rX)$><GVA|vm%{r^ApGTtse
z|BEwu!{&n@k}RqZ$tvAB9ro`^^nH;R!mG7R(=4}ZMHjqYWZ!*7V0UTZ-lW{HhTCxs
zUlrFZJlJvdZq<($Dpxkh%x-KpFQ}eWpd2l@eN#ftVyF31+t(@2b$(g8Raz(c&Mo!G
zbGB>4*POK~cv!r_vBgy7*xGg1nV&1<Jyj|*h*@)J)~m?N8>Ba`npCp-(ChODSvz>E
zMe=Iza_qgg<FlG_*!9<q$?c6Z1^sN>s-1UqtnG;CjgH(iW5=%de^2ZW@>zYo{KBQS
zsn_FwE>qLo9r|Fe%EE}NYtyTaep<sh-JX55ON5*14%39!Z}MzIEIPY66N|W>%O37k
zyt6+nt?TQ~+U-(@<-D9f)xN*?d#2};z8{4}E2>v6JhqmL-D}15hButy8Kyh_vqoqz
z|JLxxy}MSLOTExk<xGBdo~drq%_;o<Hq=@yjo!ZC`u1%SWs{iix$;_WSF1PtIOp}(
zNpnJD*WczkK0zY1J8q|T%jxj`DN8)peE)D^73;a3Uw4+?FI6q((T=aa@p`_?x(%fo
zOwY3y#PR1vY+JyPEgCGAeF+p!EyfR4^u$@_G-^+3$qw(gTW7Xc`at`&S!(ik0;(9d
zr1v$)7u$Z#dwcoy-YJRe=f_1}ofDV)+4gkn^7+EAk8bHo65XNXxub0AmVKfH?_<{Z
z=H2a!ySsKy$05hbo1*!ZBFhxnPm2bNy^f3y%)S14)x(#?9@Wg+yQco0*uov|*&gwJ
z={?>VI>moDqXVYKH2*msS(Nk8>h;C>%xdWeJ2f6I_vyPm;qvN#3U1eXcAE>BDY0vd
z9j>~yZPDFr|L3(HT0FmG^#Q~EyQ0>tpZ)xr+G?&hOA<GojJ^=Iqaj+~&THwhyr<#0
zVqK<|9d}%&*zJ9`pm=ACbAo2khKxhn^JlEny8X5)R@3IY)ZVs*Y!*4|T=~{T@&4MO
zxWUOX!h?DC8KZp1^#|8_?mcy!`Ol=>OTRA6n$r=q_<FT&TWAsgw$F*0To+bxz0OS7
zy_VJH@L}img0FkMw+F4i!+A(`_41Qzm+$}fpXW`AkMHEG98->Rt#IhSyVi4~ntOnp
zyU)_NP934Ovr^Wi-0YKickMCv`MH}7j}*sVUi&p^Y3TFUUmyQ}n|x^DmtUsx|GEx*
z-}B=-t8&=S1vP#R@%v<pl6>dY7l~Q!`Z}v6X=(b-rE51RSY}+!+rBGKoZo-Xv9;#k
zzOHI}YNqnADpaW3^m*8+DH|qxEj;t;TC+sh(v^9=UsuUr^uN6(?(3at1+R-s>x&j}
z#%@~@9ez#w=&iNkubIx@_;5t~>#3J)JGdIp@BYgBv7b3{rrghO>nH!8Dt{$GE^2b#
zQn%s_lbv>+_uRg2!Sx$6Qn%;DtpB*M)p(8N|0fEk3Ji}4=|6mZ|DP^nZ06s_H)Veu
zH@|(RTo}1Tt*}$>hkL))o7nl$vFlH_9lxu4t)Vaed-DsgqY}NddZ)-wxzD@6Ry|RD
zzIW;E8mD(JODzxo+Z_KlJ9Yap`Gs+Zr++r(ZxUQ>WZCpY;gpJbi~O6ms;6P*2bUe0
zRJvU*zT%E)-rk9qvTgot5csseB|7xv3iWFeWt)~=(td4Prfpg!Qq|jkqN8+2wB^&V
zl({>SQ!@8@^>f@l-X>&r_v@~Nifg8MPctm*roO4!e(I6fk*a*x?Na(Gs@^+Gf-5p~
zcb8gM>2{Z{iMD+7v*6~7u&b|S4sX)2+#a-EM>FyA-L>AW?04T@^V(Z9KWj#b_V0l6
zDXSwBZY2gDzGkys?W@%8uK`uM(O(}6WM5X`k$D%fqr&oVQM>lajjIkYZCcI-azRMN
zsk?bk-y}cVVY)3VXwBj~r;OBp`&g?;rr!8eygK6RPX1bh4W@hj?ACGFJp2_YVR7eS
z!S|l%^jBMtt@2tOouBe0YwrU|A-OL?d7?W!O{d65?fffy<@?Mm4deLrsoU9H)-e5l
z>-Z&VaY$>|nX^rgJ03<%Z>}<Jo4Yt%Or1UZ#44$XvhvqT4>hmvm@54AO0mt4XZeqf
zL^VL3o;=lzb(xgbOS7EFHNP%IU07ZC`nt{^_RX`7{QB4vJ$ds33z2grnLD}`f042}
z^yo=O>FeGpacjkGJ|7N#SDd{x?(ij!JIhrz&0^hN^mupT{K$l=g;UiIx3T+tzA)>`
z>cZ@&*38~Ed(AXW+uY9<PH{inxQ^kjRq*;KfiiXW*(VN3-6+5Q`p1V3OU^@uMNd3S
zO0~X5)nz<gcmBwin_H&4y;yc>gKSdnCGGvm=6AzHUw9dFC)rKD9K*hAYSq&u_0HRd
z?(22dG_Eb*-pAiRW3q?Q{k5i5wjI%&u?CYTcl{SqI6A8&+i(4!Elc9krONvJIsM}n
zM63+=D>i*`jc@O)tTPw2Z+k`5Tz~!GLrwOVtRuJHUh~{5c4Svew105bQl@8%>$AM>
zxTNphdTVXX{;i(tlOpQAOC9S9eaMj!`Z(-dVd{=K8{^dPo{BqDnB5z9v#K0qkR_Xu
z*BY+vz8&+U!v$7vSP?3Eb+uHOt@mHmwN@{$J%4piMquwX>9S|~|Fu_Md|h^@D(Xu1
z!L@Ikc)X`9zPi>tsA_B3hm!X8=*MBkM-}rzwT|vu5$&)4_0%DLm9p0-f7UBbIJLSk
zTj0ggjBjgJ$v>R_<)!IA&V<a3T$8KrP60Vw*M3*gf6nSDhwtuM_@ThEL8UgYc0u6!
zR&$me*ODV|t~Ht4SS0e~wDR>gJ3}X&e|TMuS6d}DtIp_wtgidH4YP$-JM8UBeCoLH
z<SMS}DMz+U+G@JtUzotWcOMG0zutNtrsvz&Y`=Zpyw_7z<y$|7+$@O?F3EnCnRkBe
zC&9Y6Ps~M&{+qM!S?SvO)yrZZ^PyPN{&g`wjMfBA`k7a{w~w=b>!r16E#5m!KeTTD
z_mA;tmDP#0p1hKtE2AfGTFjfQ1xg-G7q#=tSTn9JF34UJzV4UGnjj&u$xlJf5T4if
zA>#L)Q<CZrk4@psv%MnCbjW9WT;_}1|NnUYHcq;p&HJmhB)jjB`65rxKfbK@zH;Tn
ztZ_QGHgPrcoo}8I8b(LfuDj0oaOSm+uWsw3<uk6V&QUzNYgV*>_1CIYdF9J8u~oeD
z|L^|)%blqtqw!?E%hImUue0+U*UR_woL-sR^7Za7hA*c+33(lub?CB)T*ltGpO=->
zeRk-j^8LG0b?fQ1w2kkir)@f|m=x=@p7q5wW~s8rdA4U?PrV(-Z0&l(_uF*`=7`9O
zS%;Y4mT9xkY1tj*ARnc9&GfER!cy*%DAQ%<s??|Rua&K;edjFCGe7=kFVB`&jCX&1
zEZ$p`GCOHO+|89L@2)Yovqx!Ola9@Mx@gMHjtKwgJ5^7mq&9bc-?LrE?x)_}ysP?}
z_0v_htlC?VD*E%3zK+G#w-btA7gd#Rm$R_B;ClC$!{WH&^K0+iU79$5vQNjdc?w|<
zFL`-xz5Ba0-YjqJ_0>PMKI?Kx#NN_Azj05B<yK$Ez3X0vU4MP+VW!@zusqM1OCtCm
zUGtJP*|Dr=SLyu?hK_4Iw}-u&8n3GFJ#*RJQ`zg%B~KP*ML*t9mD<YtrQvJqay6Ud
zYTG}hyY@{ha4mW=FJk+fYmAoyd!iE~1hdbrHLZF&y(Rqe_2ohOYqX{x<jzYquG;%M
z`@iaee*Koh?Co)pdXMsKeJc9CCW%HJ{pHXdEq~{dbM}L8-Iuu{?yP-Zx&FtNV{89J
zGf&PF-FvJp^kiJE%eofvJ7)t9w_Shurl=z{`G@7<h0(vioGMbyEPBm*{q=+o0?&7B
z4O$;FQD*1!Fum7YEE}(Vsh<&X-|S%+v#4gC?(3=XLa(n%l=-ibzP5T_h=k<x6_-Q!
zUWY9X-?o6^^wc9$rs$eoU<;F(S5(pD8wPgP*68Go>ptI+5<hb#sQSms_?nFu{&$B3
z%hVoNwKh+5Z_vuGd0X3#9=(x0?<B|GV|i;IKImV!>UyhO?A^85?dmsPg&7<3nR0$t
zKKYA(?Xm=&hx&K_?tBo|ICWpfS7HCC_!8%dPw(DZ7+$&R>GR8L!zUd*niIC(NKI1G
zJyPJcRi5qH{l*9ML=yIQynMMN?j_4>K7UJ_gJIk6MSR-%_28M=YwuhP+>l(79l2gS
zFE(O*$h{@e+*MDXi+?%Q9qG6JZrfGHlY3aAOx3Sl{UVjW_0`s|7pMO9y7c6l^o7->
z?aO7Nwq9NP=jQ}x)jRz%w@X$lvF`izb<>7Dpb-@LseyTCUri0So9waPcam?Hsocz-
zAiH+q_{(dTSMJ@!%^G3&C@<D@OV;Fw`~z#}Xgo}Na^XA6nSX_j?gyJ#AH@f5S`oHh
z=^FFSuRb;Y`@5&<yx98S+WoUHriyP~6L&Z<Z1>iLs}*sRllJbO7VRJWo@dR2Yo2>A
z@r23GbE>F`E`B|We=U=Bnfayco$J)?KlHTj%V^~~{o1r6bb;#8wO6tq>R$g~^+zoG
zb?Aio>%QIB=%^R)Z#4Ge>kc+6Fc&*yV^y+8_d~+;xX9-cvktyGJeh|-&vd(8z}o9i
zinYUw6?7te7Ve7NuD9}f%O}0NQP;E|rgufp{(7ogzUg0<g3+2yEfMe6y|{Ln*>=~a
zb8O|={wuC1=B>S=ZLWOsSDvlztE~YKCPhDgJ(X*9L3YskEm`N*{!;p*r@CEl$@Lp+
zKOTJddTQ~)Q0=2t<+0o6ox7$T?RF!~%<9<PTf$nU9nqG4hqj*BxG%!LJ8$po`jV^n
zqE_==)c(8F=3~miwO6#)&bqw1axU}kuer~wp01oHTs?X5PX9Z<5?bTZcU}D&B|0x^
zb!fiBn(K$xE-$T0?e$KY`!cLi%(^^#P53U;Yp?(RJojEyBkX6z!L?Uj-`xJ}tIqQ<
zxl9+o^~Y9yO%mN9-JSI1)~|KiyWQ@r?QUPbEfO^PZKcO(otDu1Re8-{QRDv~7<9!d
zo_%}1@AL0dE8?!MbzA@OcyZFwxXpR8>%!-yaAi#?n3B3fy8BU{?XM3f+;(ntTYslh
zg}rifXu@%iJ2#@X->dvAS>kTHC89NY>Wzi0SzoF?UVCo5{q5JB8*61Asod#ZI&*P&
zS?`7oZ?-zQMog{nsYqFT=TxN7JC{k$ouLV5Cv7<J=8xQ>>y~YEA6~24`-yvU%3Z5~
z^)`oj<{Xt-%@xzL)G#l%_WIOP<#*Ru4=dkZ5G`+W{q?cCRpM2t&%Xz3-}d4wzu$e~
z8^05#N3hP?a(I<j*!msaaup443sSxo7=|T0br1g*wNPn|myMduCcf=KYo_MaF7R95
zUbQ(i@iNz!9i|(quiZ+K-<Wmg>VDoJ>-K%x&hzyah2Qa(_P41lv$HuMS&)^wLumEJ
zWzn<0WQ9I5To`)2L|eQ`=EK>r)>Q3+qJP;z-)=f>=bFI1HtXxH*VoSbzMMMWzVoVf
z-tyib9TjcH4<2w8sD?H7uY2Pmbgg&8ww&#c@^ZP?M(Ky~rO9qD`ai8L_4Gl$bi=%}
zFQ(e57T@``b79q9A#L58jQt(QE%^NmIKz{Cr&X7v=0+ADy?aZnt28^WR$%}1qfet5
zzx8g|rK-VKn!Pyg>e|C!Po38hh-cHkUA5WAf^pvYxgYaHExee&C!%Y=d#LzzW^44#
z8=M+^8?$(Lrlw@)Jr#|M)iU)elia9fbEdLj7TdeSr@q+k+EmDPZJKHLowd0OBg|i1
zJN(aW+M!dLYhJT_Y29Gm6PI~4Z=+w_2Gh(nA+74pi$4FEDjvT<{SHUE)Zx^KnLjR;
zE{K-TxTx)#nER;n@aJ30qWSg08rKTnxXR?nlCHNv=bg$OFY~7oufyv6W}Z|Jn<Sdu
zpg!5rFR1Uzfyw#@W*#dL4pS@3{(GA#M<%iOX35dJw*<OC`Rb6$9k!%<!Vhk(<&0L}
zu-bA{SZLYYs<&mY9gkF%9kkrY^>L<2(ce2&x4v#;kamxVGm9<U9@gq5t9q?!yIsJ-
z>#x7uiK<EpE!*HTH}3ZxE3Y-OdAuL|+IM_i61#p*CXabyZPIqWnv&GY$g-n%qeP>w
z-n9Z-lyYm;A--vr?Ma*FNhw|n+g=tO`XD#1kX`+<$K*K6;Kc8D*0b;6WKZPWZg*i(
zczJec#?{<irONv!s(M_$almtLnC(U_>yETjYt`THmR<0h>%ywqq}Wqy56Q~-aWB5J
zOK|V8{&nn?(FZ_wmey`B67~4=oMlJu>&2<rrP{OSr?MXvxvK>l$Uph}pRdCdE&FHB
zr(Ar0+Iv;w_ZbiP_?EZ+au1I(6<fVKv|xK!YuMTnZS{+Zp{=(ClIxUTKd9<GeN1c9
zMz6!guledCebyNMnPc>;c70>CrI+%x-WQ?K3#w96IlR*ox^GrB?%ELban6qD-3F=2
ziZ^d-U--jfed4Lmu9rUk6CbSDFZ226ubs8q%U(=1pYfE>Z{@7)XV-#lc5O0hS!%rD
zXwF`T*od_ietk#Q^2>eMujg^YJUQaqw<Z608)df?ao#OSTp^egdvooc-JI_pEQoqh
zti61X@AhjirXp#saEmT`oi;zZH#+jx<eTr=G&nuC+HbkE%K1pu{2isUt5Q>WbYu&+
z^KqZgn4Nd`M>W&bywr!f)*P&FUcOveekspHVWxgq-TkV)pO&rK(foMTvS+r9RU3Cj
z=R2&wrX#0Sx;d}+XjR1aO_^Tj)-FDx6%!HKaO;I*#z&uJ^LKuIcR(nQH{8^1*%Lm#
zwSAr&=N(upv#zmwqfw#kowc)1i~o7DR>sDcx%QUsHTGq9em(g2d+nXgrio{#Tw1Kn
zm4DMwmDMP3Da*qn+^e<LCT&%_yFH63uExB)Afwc0*VdN{Lmwoq=_!1@BrbB7is$xw
ze^y2}{abvo)wH|aEA)#A@4K*TJ}=8(^T}xn%;s)d%*(nsq;-B|!~Hzljco58+<8^7
zo$JlqhpG18w@v^5MRd*nM|pEOrdquWQ=QkS=+lv`eb}~R;?<i?(Kk2FXo^<9CwAkY
zvgM2QT-$?I`sQtwQr)vk^^Vkz=Ebv<KApYBxAC3Xvup3R$2f=bzPo0)FerPCR=~=n
zt44F)l@`6$TYud!Z|R-|mWy3aZDCkz^)@W-(xN=xI|pBiW{PGnjV_nIoPBWZ`ahlT
zg>JY%%99oDD$U$J$!q(u>?5ktykci26u*{S@mJJZLWTXW>;1XX(_YP4a(30^B+&|P
z<DJcywSx+@*H&H03vGXv@VjGosgK6BuXnXx{Ls9nT$=5)e#KuoYY!F9r>;-;zBk(&
zdGhA}&{78d8ExXu72Kb9HeWs+Adr1-?VL=$b;nN~S^6VczP88cZNcl)N_#hb?b=<c
zB=Xwv&M8#^mo*RB-(Azz(AUaui)P)opmqAh=IsXatu6M7JS~sPyc)Ls9pBpP%)7om
z+ZVSs(njR9%=RLWsRf)o(uLZqr>ZQ!zVu#Et=7WuSDQHZB{0Rg@!dP>^X|cyAdw@l
z@^l~M$qICpHs|qrZ=Sf{;y{+_$(>($zWnc!<(bs{sp{0Lsk`1BIJM>a+W+6@-p|iZ
zR4Xs2TA&d2>x;+TU!C#4R8tp3$Cs@P-)490ZWPziUHhVUGPZ3ni57VM^6&F&=cjx<
zm3?CKrnuktcr!#_pS$}i?`&&Q>2|S%t&>FVL{&v6u-86m*m*AE*xLD;FQ#4(P<c_h
zB=P+N2IXHzUgd?}SzGM9G4Jx)k9>uPuQl#HmG~;_&aA7i`F@>X%#GcUxVI}pwA#J)
z&Oym}!4(-xeb%=}JG<Xmdz<U%F4OH&8|8LKyRN_DI5}GX3rqc6#=n76YClYUzN2(T
z;`<xPIvu5#*2+9pxii_caC@G)$m>&iPk-=kGGP~go!K2-?z&g+^|j?fRdX|MOuqeo
z&w}tZ>Zf;>ZeM=gGRd}V`zGra)-w<D=1O;6y*sOUuU3J_b~{#1wk!S50~Vy7ng0Fd
zSC+P?YfFpLZ>=@ad?=IsVAYzo-KD!1Mr?m}E&Sbn-2-2vc&DxEdHHrr+{zxF>Z+#w
z-!!DQ>BQ6>l6#wHnk4(~+RUWAuk-f0NT0oSd`GnR!id**wRGNI>;2<)?d8N>p(_ir
z)&In4YFtyj<F)!)_t$q9cWwQ2_F6b!>FSAXrrqsHv6t7*vAuc1`Sr_y?aRJ;r9R0l
zTU}tWH)xIW-Cfp~vp?;e%5?T1XV{_8$X->ssQ7FD+8TD73U+P1x?v+|diUex?8n!3
zKXng3wdlmWg$kQ8UmTzLA=>4_s>gSCRhRWem)n=s<Xw&15xrePt28)oYW$lOaXaI(
z4+Tw4Y<w^Fg)4Z<#z{@*mMxS|Ka^j{xz;LX{g$k~5%1+TNArJbJK$UXI%UO`u<iHe
zeB8!x+<)EK-)o(&t!4bNh(Wb9ReOal_g@S4eg9PVoLIg3=-RJ_-xprJTjkjsy^=dy
zjQ@N_U$o_Nra85f9@qLOOuv+UZS4eCNv|ybhz-%4QJeVpeX`uMXRr6swO<?5uT^b7
zC-VB;g1oijueGJ`o|<($K>V7{yvcjwDi>HzD|<b0pZW&xonQ0()_*xF@+Cy*)Hx^b
zZwJHe+NW<RuPm~@|M_n95&46?(F?9rZIA1?dROXUo~)Q$@aj16(%0IH-NV;ipS2-m
z@`f`_SG8*c*+Zwc?AshL<-zy+{}@~Ue`DHXq<<`K_QousJ3r(CvX(}?m)jqG|HIz=
zr1(i28Z6b0R$aauB`J5=Dz7$jZrs<MQ+IDQ(z&Xlv)SO(TJ@_{wwoo6q%YJCPSTYW
zTYvKOjom6)TNvK`Ws2B(X>E9tt<&~Xm)#0pzpj7sTJ)NG;_o7#T~ilr@cZad5wtdM
zZ{^DHb1NB+&wu=D=hwU?*SqhxEHsK*u&pSdzS`#FlB=n1YdBAy`hRg+<yQ51PfTNC
zd03;4-La@y#S;7J4Da#R*Oo*~<`IAGTb^B85hPm`dvGoLb#3oZW^LUgN;BSHn=H0B
zuA(>TZn?IsRp-^!f08e5xHix9MXd8mF8(=p`13^LK0Dvn+t9{V{`$v<J+tmqeU4c#
z6DpZ?MPYW~mAtdI4wB+qUQXS$(}eG7=mEPluGp~9r1@O(KmGN&I=LUjh6IVc_B>kr
zdR|2Tg|%OkdhdEYvfFf}rK@1OU(55WPp<WCkI4**G8HJx;7+o=+Z4TW2G5p=Nl%j1
zN^g1vt#SIpaQbu}v)x|*J6feb)`{PjUf{-AJL~a8{+if^w|%g7wAywqkqjZp6rBr9
z2iGnN*Sk4uL*UjY-hRpvGljI4an$ZgzbaDlR7L&#pAYx!pWR(m^>nG(;mfbZUT@rK
z`o-x^)Z%a}lg<uP&pU-$hgKa)KBSy&nlq#EoMu@DpPpl%uFbAZfxJ&v=k0Zvc}`&U
zq>^l%-J2qst<*btqsw03EI%S@#ynqYyV$uud6(82e>s&K+4p1N)?;hm#PVrP-SaT^
zzK3PR)C!4tvxNTh924$;c!sM$w8Lh*+@Fh6d$Sbo7grtpRkAIjwJG{^)l#?RHyffW
zuXKg3+PyVu&AV&oW++cy98z)3(_)*<oo1QqKX!h77geR(VY)JW_35y#s;5u49u&Ua
z-o7SczTCp-c=^4G0cG0W)0<t@+&J{EwawTZeQWLdmDjQ(79^KvJFX8oEGhEZW;@rT
zuv6!DT<zM_-xGJ<u8BLlA)S?Ld2Vf0NZwQD?1O99L^F!byuit*E$FXkv#)BS-KK`<
z(ssTT;n!C7p8mG!RpfRp=et#m^Hh&_hkCsH`bc@tDz6Hc-y(fght|ecJ>90mE+5st
zW2&xNNmKV$OPhmgdy9%vcL;agT=@FcwGV|{hc<19{{F?wwM<ysx@~$0KY#lCPl3|+
zKK`B0CDR%`TP`X-{%u&;j0<e<uATcJ@cQmAkHv92LE4==zm_C!zc;t0q<3Mq)dT%Y
z$tzA+2CU)U{Z-|EUG}-P;Z;xHEPJp`r)9^~y&i`aJx!?R%zcpemWO|1+<KWf$#tzo
zwRe8q*%DW7>c5_;^fF`p#5nb9_CF3-C;i|Q>niPwu9Q+JKOyp3aA)YzD9-L_Eq_(N
zG<27SRZOw@A|sQ?xX#sQ&2{I!>Iba88a%z${KAy+>5l%w*Q=_YS~eU~6hC5heC_u5
zKhE#Y6ih47o;|xot6=*%uKrDN>*pjfu4@(Q4*hy+YqZq0mF-;HkBKcX)d}&}{t`Pq
z+WPCM*P4fgPfW0WqP2b7>r&S3yCT;6S4`pZw`V^-v-z}Qz#8{IFQh_eZC%c~qK8E!
zK={kuDbbl%*|zWd`#1gn?|;$hTXs$TK2Ndy#IaSoYd4nJ?_%4?b!TSdiCgx+XWOsa
zpkugZMq}<-M`n&N$$7s%n9RO&s_@x^G!4(~MW4eOmS!;@UFQFisY{vBG{k>#g#WW0
zrUG}QB95-L@nJq%wKTkM{fSF?OCwHKr5@$rp55}bd}ANy`4Z0U`<D5w|J2WZQTz23
zo?UA%tlG%;qR(VXplb7-Tg$>1#;xCT-^M0%-cE;&WjjLWM^C?;9khmZ@1}URZKj;N
z-zUk6$z|`2me0JX{ayL^*W%afR)p_T=B*9s{HJ6qP~$Gm6t(s8S|<II2WIOY3Vzxc
zys|p)??$%0$MRyG*6(b;HYYApkGXnQ^WE)DAI@-|FX!BQX`v<Gr)k>KS9xCLE{I^=
zrQB=Lku=LiF5GnuQ|k`?wN|IsrtbaZ*F8h|spb2wq`gJ2`>($G`XJA=Ds^YljSDh4
zdv})>RP6K3t6k!^zC>f9td-YBJM*{KV&m5DcAXzL-{QaSG6}9i`KZ!$(ZyA~*N;`}
zD5?M482@8Ng5L}^)#~^|mhY79YTq>P-`^5<*!yb7)_ZH;r16E_t2$_`V)H`naM7_A
zwWSfQi%YakW;G{WZP%|-;pGi&o3&Wr`@&G^JHLFk##JBPHT(Iss=cdxnxm&SR;?|6
zUH<2uUO<_4_snMB^6h$}awU5sSp8;QSbl8P^#f~PetTzpeJzvhtmeMOyo^VqR)^Q^
zo)hQ3dn%vq26GX<FEYuYi?3U@P1Rp7@_O_0yuUZx>s3Ge;I@}e*cowBCTCZ7>CF#2
z+Fwr%TN=?i_3No1)5)*C#Z`Zg^k2Vawu3rTS7}f5{EAQ8@Bf(2TJ7%o<x9w#;yY1t
z6K)wVzn*va*!nwf!;T)UVtLrPU22-qTjAH6U+*$qvqLmhduGz+ji)5GbA4j)SgrRU
ztj>?AZav4=tkn_z-|EG+SBCd3;CZfe<d^mi(`&Dnr2m|`>B-bQ->$0%yrd#>#b0|p
z+^PROEYJT;R^C+I?dx(><8!`+Nv^y;Cwk#F?H4W%+s|Fe*11--{gnFtFRA$*{`vbN
z?oXU~F4+F(ONn14LF-LTI=|ku+CGi<blmQU>)ieO;?^)tomHY8-rllx_uP6eiPm?!
zuBHkf&D*@!>(biYd3(9o%eD7kS3S1Ya_^_hN7l~&cWb}I1m&nhYZG~UBC@}D<zKt-
z<XY9nXDT2A`3253@aZ~lJXZC$@BZz=YMxz{+r=-hzFE5ZwAZTc+^jVLYnXbC&n}JA
z-x7LFd+v;+1<@-{tGTRUzI!V2!m7zhyf&ZZ>!-dt^Rdsqs{hY|xHad$?fUxBW4+GS
zwR_WB3wUa)YHfbqJ@X;?X1~-%uI^n^z4MnwdU|h+OmjSv<&(HKl6|Vn@mNRQWf{V+
zjXAe}TJ`GU@v9QH>wX+5D-G^Q|M+kI&z}u{W`wORS^Z+_4A#lDV%yh!xR8~wIQOmX
z>z2tYE^4c1P0)S#O(pW&T9NGK(bB(Vwp+QG8s1;4&i$hFU$M6S%6W65Cx6&7`HkM%
zRd>$qkv2HK)@{8~SmEpX|7ZO<VycaftnGjQ`l{Hy%~2ZHHpN+<P^rxmU2%eM#g*fW
zzMo!Wb=u^c<uM7xm)Gv5eYy4Qnxog>x5cZuzUJM%+IzTTs$K3??X^<7L+3}Zie{fJ
zeyy=lOYhp@_N1lJmODLPeO<LbuPf9e_FD3kRY&BvGo8H{ktVd?=}p+;>#@@lUuqtV
zDqWoyx?1gM)V0-fbop)4Ot*K%rS{JM|HhhmWAx6?Y_-z8wzHbo?n?hFvC*#X=QWGv
zq5exF=AYeR+V<^?V7+Mf$B4^|wP)RF-`6CleOKy_(y@ik>Z!Ai>?-wIfBfk+3AyUk
zq3OFqk7$L3x~wtX|Iy&j!mowmuf?1;@+D?&KlXoG{GqTTGyK!S)mPtk`4d!<{YLOs
zx?T5+(0JWnv%`ITw6>mH+a$LYv>3*2+V$*nYhx;!?YG1|=LuOA^nc!g%@wCh`E-~Q
zS2DfHin(QZL_f4_wZf%^{m(8e5C3=D_zV9HyN@aNORsf@K5*eG=?;Cc?MT2%%Z+9`
zuO6+Md-&s-CHL0;x+C>^tN&IVXCX7Mgh19;o8<OI9bDD4sy%Gh;hDVJU#t|bomeY-
zeP#Tn3DN0YUso=QUU}tbUhJd04ae`UjpkN2VUL_8wf9)k)%(eB3$#y9XzuMw^nR-R
z<(Z03J&)=l3HHDs*%RKe5@CNl@~7?G@=Ct;XuP17{`ot7hot=vE%tWW*jM^GxpHsW
z?$CeTO>54}<ZQHM=WjQeT($kx`xUDqiu0z1K4Xt;mRTd5=vv;Jm-?C4#DmAwC9!nD
zda?hz?s0|4p6Yj55qEXN&eu=&a_o7{WaGf>er)5l1FeB8LPWC<u6=s{w3Oa8sB7nY
zZD;F=o?P|R@Aw8z)*CBS*1TSKXv3OXp;yYBQ(Y>r3h#?)^@u&DR(tY?`O+(M;<O*0
zo%T>tYfi}axShIO+x<McN-wSTw%KU+F6nN9#gd;d>N_WOA5}HZGp%~+Bz>cWDJO*Q
znyJJ5ZC$0|Z^Igs7MZJGTyGk+#Np+&z32Z+$E%*XsQrE;o8009lBK)9uG|y1v$SdV
zRb#<(nQCA2cS>!1RkkW_=LN$xj*Mk1d8D=9=*>@z{OXy}>$yU`RcdYEs;Ez|<iFqj
zHR;vYpk<!FzMPU?b6iHv-PnDNf9jo6YlEZiYK4_<yyyOKMOx6$JFD_|XS@~J&bH%%
zVU81HS*Fmpu!ZL83w5#<%!~5u+UoE_sBXfV_hF9bCp!yT9QWE`-2e3MEaB`oVT;3m
zp13^!ABVQFaCGK*w?lzv-M@Iv4BHj@#p>ssUq0P&H<wC9+?C+k!eAQ6$s5|aF{?LX
zc82Kc1JXIJ{ZoW1{|9U@x<BPke#*)?XV!b4S1$h=c~w5@{qcgR&npX8cbUGtc3??#
zWSfjmkm{N|9@becWf@IXs}ciO&vQAy_Rlreit@V!GED6e{(Fq?Y@g8-adfTYnnz*D
zHy)l}yY2kEw=I`v^{)}E1r@@<Gi#zB%(ObZ$#w09!(6FWE-MYEgs7h0`Sr=4yUk%0
z*>?*Bn9{Ewso8!itUG#Y>yckOc9%YWcpxq4@inQve1+P-FEd)N(RmWw+LpES<l6JK
zFPa(a?i_d@#F@WA`kd2)AG0FPt<5>*lQY>inmgTWzSQ1pJ4%DrPkC9e(Jr*)^>6*J
zr#|sFR=sK{I%9ZY?fk#1<4?+eW_x}h^2Gdmk6C6vn00i@{TyD2jjQ6??YG}jtKKGd
zF30W{oA6Yvn&VI9^K^H7{khBiditlf)ZAYQ?a4QOZVZT)z0mK;wkwn)toPyFvyGcA
zc0^A;zxGhX_FGcbW)gk59I1O(Mem$zXqvY)X#M<%v&IR3`b`7+JhhHiZF+xg^7>yz
zj`m44yXM4M_C?SC@pWe2(<Vu-q}qKi!pc(kwjG<t+m<Ztba3sbk6zo$UQgZnvY9pR
z>{^jvp)5VK*u8PuceCOxe=TE-lY2P#TjCn2!<N?$vj(5yU(2-iRo-6z!y9=O|8Qx%
z3@goB8ol#=isEX!Qj3k3+*y0>PHJ1K#5*;~c4vw9{_v#{toMrKEw`V$s4ecZvhX$6
z`L){)&&zF_EZv%A;ugO4(%Q9EsiDsV>KZ+l>b(t{l_8X+x6Ez*)V#Bip$}R)|9`$$
zZzlgR_WMNP?Co(oquMq_7r*D+Aba-)Q}s5PbNL*<UU+Q`+x7LQ*j}z2Z*#{rL4i@F
zsoUAi1N{xJ%t`EsKAmKHa!07%yzA$s-!FJ`jc;$!VxFh&*Ox>be|2@+_03NU>YM|%
z7oFF-Tcxpa)1ucMTjP8TOJp>6mj<nw941<k>-0{qf@$p=z5k!I-LEYV*9$%K_R9bN
z2|nl6=D3@0+dEIU{j+q_j;YmQ@2@?V{(5TFmxFad>)-sWDf05_@?7|MlE{}`v!c(&
zeqf23XdiPXQPSd(OpI3Z?yHvt&gF|ZuD`Q6V*MSzP0QjUy_-8qJNN5Mm>hV?%djM-
zZ%!O{-r6mz4rF`Z>#Lj7e!**LbbjdTsnV$&{p(@^71ghO-x2-(c|nWwgGrjv)p@DX
zC!Ol|Ze5`GOQWq!d%|yHX3vdrwMKEv8P*$=2me}MA?15z_t&twaXUi{Ka~sbSnBl7
zd=uNQtKY6|{#(%H{9w}2D?7ga4E=IS?wLi__J8-L*S7|gt**OuGyPF1*9Wd*^QHg0
zmS1$49G(3yiqTw4ZBNr5F{bTbe(s6B*`1e@Z!693Zo%~~Qs<h~c0JuNvkeCvk9dW0
zhD6W2F{A#&_Wcu+c;$IYy1%MC4!bvTr{+9QVVU5*S^EV~FYV%t|M#W-hfhQIubO|h
zjNcaV-;O^2?XV_a%WARLQ@Oof-TmdWJMQKIqwB}kHth)gU&y&#?Y;KD?KYFuUd@lr
zkA1Z@AtEoNXV=uKv$k9MidO5ceI9Wrvae~iSn%TO{#X9q7vRY8=KK42weOlYVO3rW
zuB+W#6K!wpzkW_2V`;YE`c~iWqggz=w?wc;N1YFBX_jH#zSeV15VKyDP?&1x9<}c9
z!x7ufI6W3#QL|hSVc#8X{D0c<ApgtGs|8-0PRsctxNcg_oV=;q<BO9-Bf9KzGHu-j
z`HB?on571-Pb@5c?YH9Ml2F!d>)M{)k+SZn>RNbRE%M-6_0p=R`yXvIIVd@`vwVSE
zlxbP^!}EpvkKe7D-`*_4v0ZoBn()|1w?(U#`V=SawLQF+`K#AOAE(7v3ktT2J=l2V
z^QGx~7k<4s_1>D6q|m)Zt3|IZ<i8zpUa<AC46C@F+RL!K4{sMm_gYOh3cazticceK
z*P2PCN2)G84U_X0e!XMr?TiOu+H0KUx2>C}%yrz7OK*<izt0g5H5+zopI8*U=6uXP
z*)Y!EVg4DPyqo{+_tcnWR1&Fr{pwoTq`jg$zaG~A)Ar}V-ThzhvTZhqadm!pacb#{
z!`H4ByF9dTKiF#gVs_Y_C}vkn&lMB4z4&Ick?o7V&c;{17mO@dY*33jdh1vDMxH(Y
zm~5u0r3lnkO<gPS;+optT@kjz4_(*~Z8Z+r_4VbRxZ<xDxK7${%Jf|ko&IX-B2TAE
zQ^o5$mqq(WeL0o9Qe_@fx(TOv^J(Gr0@E)Xs1=K7$;*kgJud23qHt%=49mP!)kk?p
z{53w`)q2l)#$3nMdBxhWr0s3;KD$Eg=C8lZn1B3$@ya7}?9)v;Z*r~cja1Z2?6Kco
zwe0Z1zNYN-6(X-MPmGRacD^&e^@!Gn|C2A6&X-lZEKxj>b>p%5$F9#j>^<{;wv*fm
z6`OB;<;*Q=+xJy_t&d4-b$xMI>}qkz!vOX}XN?Q8i?4KqO1!=nEx9*{#dJl+w9ipz
z7T(d)QM{J7oo&_~sRu$@cT!q)!FqZg#;_lHYFtn_x!`ND#P)O7vtN8(UiZ;eHP5;?
zplx48=89Wqw8M9mUd*mo`FDz)tZYclr{W`3+5az2&34|=(zRdx!A!n(D}lUujnT7P
zs^b;5y{g&B_NeN3+fu<(0ap6Dnp?jfJ+-@f<@YHS4;cHFb)MQjHEBl|lX+wU>#q&E
zUu7~aZZ#JC=ZT47Hm{qs-2U&xrFU;7MpU^kSYq|y^tIikCrm$>vd(kn`&lEm>Ci=!
zh1v&OH4n7LJY4v-@cQeo9M7!;-o^8XUq2ALK2dgK-KwK&r}R1bZ#{I~#%klIoMemX
zVZV-OU07?mx9I=x4WcmXl1|l!G(^XpFW6r9X#c<d89RQOur4f5%2-|XBTIkni?DsO
z8r=_0o@tYEZs}CZJX0NAQ2Xt==A3s9J6a7r_ZBUTj=Z&Y*`JWMi|)K8*Hvl+7oJ>O
zd;gcp|GUW*QqNMjj;~ffvvbR%yst6}GH)Yxv~G;px%;!^*Le;*zb*T3*&kp&`9hL!
zP`2pmL-`^9eTzRh*wy~zWAHbs++cjy>cT26^T-FEz9(wGvb<NYi}@j!)}335Hh*9C
za~OY(TFJ1LA=K&m8i(!C(;L_?Rjn$%qZKwa^})O|ji=w_eO+>xk-sH+M_)Aan`qmw
zVgZ5@voDxxZ;0H!?}}2G?Ip{+Uh~FkBX&LG>-(gm{my@EyDZBsUTC>--{0~$lMO|t
zCXo)Y4m;PJS$0I~a^Z}-Nl*E9MBBD=F1Hrbdo(NW?d9zD=%XB0PR+`>yjHgT=G!p8
z_y?=bH2yxb_5I;#my54FY&d?%^~t7l?WJ9boZKZl97-KFuQ|qc)atp4zu&EUde1LR
zeRzKD`+L{5%fa?<Y&VuW!Ij7R)YIhEz4OO5^jiMv`Ovv2uKu~Ub^YqS^O$#;mX{az
zZ9KU)?OK_zSlQ~=S10qb+e~x)s<l6IVsO^#Xy>KO%wMJU2s<<OCe>~i%gcSncuK@#
zuF4!!Uh6;QTkfo#_p)GDa-_$akMEhLuhrTx*+t9t@><s47aSKyM6TJh^2fesbLRCm
zT=qQVsO<*o*G_$Q>wDtqmzLiOjxj$}DvEqv`DJ>&lH1)=S(5X9-QRyGO=`=HVjgMx
zT|o{e7X`wKweyeM2|V6eoAkeMYux(8Will`Z^AZP#;o<)asJNFyc}cO<8tRJ6z;gb
zd#$oe!fn0tovbd|*IQ4DPt6OJ<V|GV{^?hx_1g5M$6Yu2?K0&lxwO`Q{_CmMiwiER
zJ&dn@dagWqHrO$XC%CgkI{wV(xcWad+)VLgQBv<$FU=<b+b`L*aJ^0l-1uqMN$<B|
zx*DMmdXm~YLLa_+YVcon&4$|`N9fvKSDy2wX5Yif`YM`xJ|Eq?zHw>SM7epPhX2jC
z-pIYQg#Tws)(VEbVVx6S)@=WDi))2yC5PuJuTZY~RLe6PFRhK4>bYaG*N=TM&lt@2
zOGkU3H|02PBfM_Gp|x+fy;`iBboT1hqkfkX1!k?_F*QHwu<=us+Dd!jPy_yHPt;WZ
z*EX!4nRLf6W~$eYIhL!rV*cgj=-OUakohdLqn@pDeZ&647Z|-&GnkXNZ`$%u`S;Ot
zPv6|XX21Al`XzVMfEw0Gc~6&%K485PP$^O+72F<EwEACr_?rmB?=zD^OI&yEWqVgI
z|INncx|&Rx`5k+sQ)~N|eaVv2$ot!_|3_bOUEY&xtG2wF>b0s}=*&W+Tp{iK$+o`j
z1)A4p#q2PhH<3?o!VH~d=XqZqzWYj2z;73SUfiU>FwrH<IdcWfgYT~D-}p`8RZ#Mc
zpLx9tC8Hl^e>1FnT=o9B*V_|U>!l6;G(3LXp|4_HwQ|RH&l^p4ZwxEe`C7c;+fiw`
z<LuohcTPodefk*`Tg`QK=9SkG+qI^oN$xx3ll5-b^;O~*8Es|%W+ex$PrfVl;L@`M
z!KjVy4|e)J+!Ouq+|vhg=Uehp6?-Gz{{60|9{Kl&P+Mr&gq1?~FFJ)?opRS}FQ549
z#qYw-uPC_ZTkx=`p!2!#?y0sRZJ_4PwFu|#U0=(U_I`@zRZ+jT(d(+o&aW$uX1%{t
ztb6$2^}};dAGDp<ziX;$NL#dN-^5HIu51qP?y2TU8`2FmzE(Z8JJVhr-B7yX$i2<a
zquQF+x8I)D>}?}2u5E9}b+6;#yrT<tMA%+epHr)PXB*R<$3HuwBkf(gv))%`ypUx+
zYueI!=hSQUZyasQ+}8W+f5<zq_}#Tvf9h9s&3vZD`uha~0|SGntDnm{r-UW|zZg=G

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s004_nl.flat b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s004_nl.flat
new file mode 100644
index 0000000000000000000000000000000000000000..cc166d7bd1befd03c89b8fa9e857d56b979f9aba
GIT binary patch
literal 293403
zcmZQ#U|>ASz`*FpFbYOPU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ON
zU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU
z1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0q
zLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ON
zU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU
z1V%$(Gz5l72r#<ig0%JkE_)f>X>IeU`J*8)7()PejzE^7jmwd3z|E$O-J_<ChQL6F
z0HY2D#91@q${*D511_`ih-0{%8txc1V>AQ?E(9?0A|#EIoFhTGhB9A(OduIUT#H6h
z=8jR_qai@&5Ln9qhB)#fBz2ROBPr?Ok(?JHE`+!iD+%!>!&*9r?x=O6AwWt9fb$|O
zt&)%@Js2?|Bu}7`q&Nnq7H4iGY$w*d2=N!pmrxpJ*(g040s|ESD7g=sE|J6_=@tj+
zjwJ_T<`0MnMR^h}H$qG#j&#T2c5p7m^e>9YK*h<Zy(2XQka8YMN<<RJnx1tTA&|H{
zfl!5%D@h4*l>CS=jaU}Mt>7Gp>Kj~sMiD2)p`&U?LxAKEV2nXPl$3{*3z5Z9(l8`#
zBS>QN1gbiCz9i1^Ncj=f9O8Hg*TPuvyou~j+-yX6F~$(*;!#zjAwXORAg3(|8+ST{
z$uR0b>qA(2My83&6PT)?d6F1c!}BAiDa45&yBCcO^CNy55>g0~7*~&~84Us4A%I9r
zm@JI6xQ+o0;>nM?B=jQDa}P965*l}<I6r#eb3eLY8P=hP2WE&Ni{K9PQJK*Yz#am~
z=?5DdngY>sA#zH^m!c`iksh$ThTYu|QJ5Nv>_Mv+k^O`0PYgD=6^|{<P{klF9VJIY
z0AC28rWriESjJe4l!%c#k<&058@=Z9VDv(Rm?{t=?u>pQh}$P1S#YjI=)q*6+K4Gn
zZjJ<p17j>>ES~T~>XVQ5F>%M^$d(~0{eaRL6jLcjqUH-s9%fGQU<?4~I6qwR1(9X+
z!%;(G+JP*Bu#bWq3C@qua3UsLartCaeB^}y5$Oe%vQTIW@}nMFZHSy7u(J`l1e6=0
z`H>N8j)dpN0LB2c9Esg*T%vktwK`J%B;<FL{D>TCC^aLtkRN&JZ`8-gA%HDSpot-;
zClofJRLQUoON!QGgg{)m0Jk_SPlECp2;*$EqU1>AJc-+E>@pCSV#$|8_#7pq(DEmN
zT!|b%qwJ9q0%*AoTN=Tarr>gf(k4=#gr#o?jXe+G7X{@>P+o*#ta%bGKSI=E_EGWM
z1d)Zf6h=~`hJ=S3IFDirbtJKok`_n($-qD$Kcc1^yga-)ay`R(XpV%XY6J~Q^Q4lH
z`~@SyITF3)3eAx)H4r+G<W@4sWeC^8SkPR_upXbk!MP1@s3EC9%7NHoWi+)8?-0Ni
z=SX72rXmz|SkmTt1~`PaQDG?>L4#5}sW^}^kP(u@U?fJKgyu&-6m=kd<m5?&Yf)Lc
z2>)Trn@IT$C8Y3*<IS1FJ5`Qc-y!8aZ1GQg>OoP7lq2E!5Sn5)Fl?Y=j)deZ)I5on
zBeCYk0Ju(4O90e-2<I_uVAuflA;QPt`3_K6;LUd^A%~$7TdY9EMsBJdo<3(x2197<
zV&qKx>4bnRC>3I)&-LI`OU)b!%a5oz5@pO4o*%K*kRbik%#om6i6dWP<TL^yh@u`>
z9D&3kv6#%5JUmnBNbwaoFGAuH6szc%l+=PvZ5&2!grrp{Nu@dxl%Eh7)@B9KNVOz9
zM}ou=7@?2UmMgqgMD+!%w1LuydJ@cHj6=y`*uspk7<w#$_>ee+lOrYl4j+Fa<wRI4
zg5nj138xC&D&iQCAT&opb09R8LV2hu8Hq<qZH1hpKx{-_gV&It(H*S$5u_d&lVUG%
z`4Q?<NIMoeTqw?&u$V&7uy{nHhfkUv&OX7CACuv&Ror=vkPK2zgrz<PcncLZH-dOb
zc@Q;yqvs57MpTF_kDQ}GY~&n?lqZSGk*KvKs-50w<FTkNhVwxF!i8aBf<hAtQ$q5H
z92tW(R#Ecja8A=h)o*xXjZp04lE;!0!Kp5uF&<ay1c?*Ok?45>nGed9pd5&ak@F<9
z)rvJgBF1!(%>bE;Y!4<Iq{0iA+d=-qjv3>j5PN9h3R~jEQSu({cpj=LcX+xRcRVqs
zFs6{v!@-`q;-F~{oCdL{Pmn0CR1L0;FmnRBh!=d66gfxX7~6s7N#xv0ZjOZ1mhf5;
z)fXUt;ljwF0xq$zg&y%a5LG28{y>=6d}+#HIy}?(5b~8N*8B*HMHohnWBfd9sR<<~
zBGMnu6pABNqqR}db0Ul%L}89Z&Bq8{5K;E)qvk{y50_sVHXy<Sg@rvF@rOM&Sy&vR
z(^zvT11LX2@DNJC!_29s4463*J@$yJC9$U=9Jvvc`tYPu%si>js83Xm2x7#QBT;Kf
z)OIU!9f`<;$Sjb#usn~C2DuZ{^?JDc3JM3D7*~j5%XzrPFk=%{1fDmM@*^Zyj@Fj+
z&FrvHN6nL{u?6Gdj_+8U?JRKH6lZF~+n0pZEMOXx#vvGAPJqdQat?A%LS`f9J92U)
zF|{Pbr63Y1U*gJ-IBQ7Mu*04+@x=*34i<y>X=tv*k|#%VCB1SbQho%*1GwdiFV+xo
zjLgEGR`Aq|s5ul@N(JXcNQwrfZ5W2-I@~lUKhmy_BrQjRTn+I9&Ki=)90|&wxI&un
zJSM(aMUi7LV=x1y1)P{(X>+96gO(RT;SV0aL5UqS5#(G5V&h65ptM6Y#*-gGsTm#P
z&W8{gNN%JoKO)zt$ZVL|5Swt5=xzq_app(V(uoKju26@GgJK39<BL@kIdFai<;l@p
zN#7CyGe1IN!3-@AqQn-;Xe%uK(P^S{A|mZ!$&(uyHZp8v1f^tjj5{AdWMH`lIVT~r
ziD|PUt4C(T%qCPzqPrQ)2l)t#PjQXu;15UiP)FyZ=1A07#KS|%kI?i0DyeZ|`li|8
zYa7no2#OE9IT93?6!aJoc@UL_lup4p5uA3(%aMpYgR7RLPL9N%C&4)oy*z>W3Q9xQ
z>!5}N89em7h>f4hm`X5SL2;V`N&#3gW}1PC4Bvc0AD_X(5t)XShEN($+@+E~euFQq
zF>HXQQk48iMjeTq9|wDmg!&a<xR4-+EgvGpKsgeD!Fdl`EMv`!&{RR7Z#g>hLtg$x
z&W8{-BD|4USYitipNM#du<*C8@X01H!XXJc65s3xJ#!?!S`tegiQR_`8xdhZLjJ=Y
zs*pHAClRrSU}4FZ1ac%Sg+NjcCP`kJ9J#tMLl73iSZK67iHJwkS`v54z$XLGhltdO
zJ-wp0`=ESCe-T9bFhU@R?ahdqA8B1jf@}lX3vmI61o0r4yc`J&7kptyiX3vjM2<mJ
zHZ*4vnHy2l3VNCvxw(rRpQDBzYRF>YLGvVP?16Z&cqS!nfYid$8x9&<o`mK=^z`iw
z&4)fLcOVeV2jvh{j65cTV3XgEL^U161G@yt4Ul|^?p`n-oBvR1NNnK(3O7nIB)&i~
zhY#cKL1IZ8Xt@_TWs#FIN2VU+P%}jfQLJIkn8JuF28o_$gtx=6r8YD%Y$+CNjx+%0
zKX`70=7(U68j|{TBq$G};$TJ;cR*amXuxQI>2hrTBbXy0VMJ-3jAu+^Ov4$Q@K|Or
z2Sco>0dI;yO<N-~f05>E)DR;k#LXGZal~L6JeLtpCy?|+6p1apqNHk2DmP#>faE_+
zk};SOGfyJwMFfjlHDoYjFs3UYBH$beaxb`Ug!lrh|A-11M9ZFpkjIQ0P@V)~c>Y6=
zUvO@O<Vkb9`44;gK~7_&rOuJ38ab?psvRM5gC1jGJ}6F!%abIgHnbGGiD47NCV0vQ
zrEWaA5t<J$^CTi4B3RVPk$CbW)HP5y!~6j94;Vv7SV8_p%4?*A7G`cEECPu)WD+fB
zLgE~a#GdzXiy~6m$jfEK`WO*LB;-Xzynu5dB<_%76MqUIC3Qj6CNd^6CW6x|I46Qw
zkaSHdiB?Y{@*#pnZjMB5trE<SxZDl$84QE`491W!Adid(=W6`%0co=$#~+LhiP=;{
zeB)r@&V#5j$f<2~HUwK9MGYa;(8J`xS}aI3JV(Of5JqE91Ei!Xa4rO=NGJ=GQgNkZ
zV#U$gu84eyU?FlO>Kb$8^R5u85iFD(NvwNtsRQ{H+3!#`DdC4rE%sOeiNfLy8%;Pz
zBBcnt?OD|HhAl;oWHHpx!Cylnhd2hCF%>*6fF75ict*z9QV2FNX#T^MRw)%n$&-lu
zgv^5FNpf=}&i*6CZij{qV<Ncb!xnnPh#|)cgpD3|XnY0>9Caf`T7av=EYBe#$f<55
z=RRzHM-Ceb@*{%<g9X7HNlZFPfYt+vjEOAEpb$EDftHdtun-5a>%N21az)OGFg9g5
z5?_mzB6mZ=1QAM57I9&VT@@rh;%>F3fnpa4<IaJYGLRgIjYLj)*iz=m6hjUbY@vn_
z!whSLhy^URu;fWtY-3LgsG`uaACl%!NaE5kZdF)wB~m>J%Z11^EJvcBdxa23Rt;lA
zTCKS1N8BzXRt8o|q0rD=2?;;cFeR1;i6^vL5fY!U*u|g`DF8PMk%BN;$f<8+=09{_
zBZmlPcp*e^hc`$Do*zLm28lx?5){*fQw1a~A=itr6h~}IC8Q2lo`mEeSbjpL5jhXF
z-HH%LRt;f8Ov6<_5^^K4^02T$p%J+fRF)xlB(!YPk>U*{Z-QbLCkCYf{1}mvP+7?7
zZ*+tQH8fB|3Y~{5yixKZD8?Am(Auu)1kwXECxX%t5+*iflBNzzo`lzuko<&9BJv$+
z`4M~VNSaGYQ;m`@kwS49Qm!Pn$C=IufyC!WL>j=AO7P8EqNYOh8e=5!Q9}Yf2cq(E
zg)|~AP*_OiEF^Yu)sWb7BWY=oRMpt?B&c3P&WjK>={XW)P7v1h0HnH;QuSE!C{pgk
z6(0%E+z5#^5Sa!lVL>G=Q5aV`frz7~DP$fZEsmrdi0W5F7~mhvF@ukpK|&RoM9GDy
zF~*pN61Uh=05~@ym*+S~Y3{KQ1Bp+=7`YO>st%G1kx4>15?L*T9mE)fHueOui+HyY
z<5Q3tVogNOnFm=863msLT!?}hEKy^YC?0YuL9mhYAUYe79#PZjNZ}#;4`QK*4uX#e
zO-vS^{K#OzV2P3=(Oa(I+{l>7a**X9G*4otFi^UKV#ZU1AT-Znnu1*fl24FGta*|;
zITE`IFh#+BCFD<tJk+;f9T;p(lOZC@z@ZHaaWIDFP1LdyB`-o^kiilT@y9r-EM|Iv
zh#=AyIt!E%A$X+ZLWDmd{)Un0Ap_$>LJ${;8vdv}cpO6F6igyw9-JHDsbd*N%?M9t
zkkm&S2~M9ISe`>6BrRemk@6#?Uc)%EmDC)GSwCX8872yG<pz+ON%JKx)gY7L7-kD9
z4bF|Q(1+$qP>jIh2PIF!^CCP(;UcIpj>*H7ZgBS~Vd)V<BU0<|XF+@nBVqXuoyHxa
z5E;xkfQcZ*9yl+;;usR=pxB4hjgYi~nqHu}5m$;MPMqZ)G(Un;JgWJqJVJRAEk`mi
zpq*w8X{o|VNWMlQQEfxzf!qec_gL-`=Py!J!Sf|3L{V+t0LzaE8lE#@aRsK~xeqBu
zQN&;|j*Et*6l^4VY6J0MDH1{t|9pt>A;iZJ5)=~HFt$)ch~bI>3zYbR#v?peqUXhf
zXtg6K?NBXk5}hkIAmyMtEO$`qNt7JPz=$tLqME{T2hDG&c><CXK_pFbBO>SG&6j97
z6PhbC7&9O-hAl3!is4QTh!lg)!j|UH&$C0M*x}8B<U|OGJzVgO<(T8?*F$q4daOa>
zmoWnr<A_q31vx*0^CGot3M%ADqH`p<`4N$KXwAZtHz92mB$6?M!3qp<#3*_U;~o1!
z&x<fV_Ou5{mk@Gz=R=6^(ilJx;$Q3`0uqIV877UpG{hHoR*V^p87O%XBRA42J(7?s
zQR+%~O$p1BevE#&>qwORh*}$B@<25s1XHa&KuYMrb0(_Gkn$reroed;k~6Ka<UwpP
zjxBv)rXrXKD6L^)Na}=;kW@RINl<=F1D~gf84@rNSa@O5*uonkhAnm=V&E8s#W9#h
zqy%uyNJ?rVT`f|MMA(au1?^cvb0oq1h?E!cnF^DG<izKoTtT{DsH+3y1}KKP4y_dn
zjxBJULGvagM)8x7^nglYrX-jMEX|?PklY9&hjU(J0N0L?9GS+Dj&q+3EUYkT)KEs|
z;fkXH&W(^1jFcyz<L%oa(j^*;5xk}qR6{Z_f=6}&$TJ5%+B6__BP29XNobA)m5iu<
z2IWJv{0YsKglbFVbb-vqOiv&Y)SQUmfpViMIK>X<JPFH<p!|p{M}k5LJ4Oy&R5qFU
z5jAbll82NhQPUlLdGPv?mVPDAY<SMZ3=vS?gkz#|C2HzG@UW*VL@q>TfpR1yy$;_T
z3Gp9<OlJT=<PZR{v4<E$6cMhdEMjvba!k{BbP-#c1gAJyjzD$`{n#+u2TlEm8BX9(
z0@arwj2bfVJPB&a!t*7r`Vuvbz<7|9gpCBHK6DI8sUUKA=1GvxU>KAeAs96ju!R*w
z3>K#7H0k*f6xRciCXwn%GTW|Xwp1Z08=fDjJ)Vr2uc#pc&6^On!$_1|iIg+3rvmh}
z0^vi_6FP~S4ne$haEld^Vuxdng!l|XLh>Sv1o<9<(L)KwhlC_H5_?Qof=W<Oe8Dj+
zMya?mg`89ePGzv1fp8P;Sui`F4~^Ui3tMn_fl5&H5JJhB45ZbQxXvGdq(K-7Nu7}N
z3L=MJo&@;{f+2oICLy5!%YT?Ow!8=uBQ8H8$L0XER$-|NLJvqiiIg9QR*r;+8G&4h
zBTs_T2sVtF!ayRBR0ttqsS}c7(}rJmM5_N`enq80;Q$I1OpGl=A!69`BkI`dpvsL%
z=?jrZkX=X%Ho~SMRzE^Q3r50g%X?@ocW7;ibFLDSR?tbzbOsUur9ucsq)u3#9A3E+
z;VXns(OIAn!NlkxiQr?;kCqHp@Rlmt3IJH#4m6EYOVYMKiIN+KV(o|;S2%JdI8TE5
zDL8T^BF!LJm?;e+f}S6TXI~PLA0cxd=y?&u&%nC>5fOr@ES$L!YknN?mMUtxVmt*-
zS;)DC7Wop@`~exsLiabd_~7tEt}CgPCqXMW&A@X2pfm}?$mw@DG+&YZ1M?#~oxuQt
zkWvbnM9qgV9-jON&ymROzd@K9(dtQ1?m>1jrEHLS$av6|NtEYJaIS=f6F5h*9K=~q
z!cq<@jhxaDZ1l8=TuTmzmMii35wn&=4L=wUPkw~AS79+Vz$2^p(j7QOA?F$d8{v9V
zSqL+bS%a`d!WS~c%YnlX6h_b-3C@$)(+4c|pwftZ2xDbn)R3SYikymvcCJMB3CL&I
zFsOEfU|6U?Xw<NS@vw(C>TCxnjv#nY*A3wGgq(9Q*$`h4A~E$LiwxWR2+FxEh_)*@
zSK_QCLFopThLCAUT0@Z7bL8-;CrQhZpnM4n8{|+!utDL94O_umtAlhj2b6lSVJxjz
z<lKbL2IWn3F?{?%T_Rx%4^qXzr5Y$yKp2rHvCmH;(h-6MOK%Vwlmdryo+Ld#!dk9~
z5JP2Q%Z;e@BP>S_nY2h^p2U~`(B+18?Fh@e=(Qxc<qDbs!<JT1Qxk*-$%`Nok{@y9
z$e~|Pl9L}nVFC#!OcGlNgL5O6`f<qQM@YJ&Nv<3b`4Kv94XPnQ7+gz&MiX$X7{Gp>
z9Vj=NgU1#@=?{dl^{zl-$Z2}0jk?w#tqH(4=K=CRGS0+tIso?k2+on97yx5XoPh8U
z%a7nxg<ii=!XI+}hm=d?lbH1+%R!RoCXrJiDEDE*$T@PTjqubkAo3(Ozk$S%!vMn0
zWPm{Q8gf|YM@UMfQawq(+<2RjFg%5#hTz$nkdPpqM9PuS{gik{c+k@ph>u!B;%>L1
zwp@o+o&@DcNS*}cJ!}|~2a!ogZp5r5Ny(2JXs|K`SIVPu3ImT)P*OM2Yn2?X@E}f{
z%Ap3zzu=GqwT>Vd+;$}?PiCUDSwU$MTZ)B<A?nGRA=Ge%<VOez@dqXe@;54m<wy_>
zD!CvSPkw~=AR#dUBB|MXA})p92BisVVQ|_aCs)#=ZX`B5h*d|`ya^6DPzr$7lF$(z
zY^ev5u8>JkibG9{nCTTE0?U)2^gT2(CCH^PT#I$aH65c&%7C_4L16>Ji15M|rr7(B
z)LaihY^s8(qhjg;r!CTQB{j<->^_0{liD<P+sG0{YP*7KNuu*4D7~TAl8F3=$%5oa
zSPCEfc@pMQ5M9dvf|!0n&ykQYK_x+X5_@jMnIEZAQ<0zM$Vx}J+zif__ZW{ez6L=C
zMg#=$!T2~x4KDpu6DL1BNYhD$(8HQ1v8N$W>Vjcdx+A`p1f^{R9_)D%;nEs#e#Dk1
zQT+}J5p){sNyrR1^CJ~{kffy{Y^te{u3&iyoZrCtk?}PmKQb_ab0bLnI2C-1-@Vv;
zNJ}yNt|2H33Nh$jEn;g))HH{hF0s`lAhB8o<TO6mdy~j+1?5Eq2KfboQT>e?Ca64Y
z<r`@B7qR0C(sQ6jdzE@AjbO@w<vD^hw1$M_NLCS65m3&A=g8Lt^;6;!>V*fXCQ;yO
zthFS*6+Ecv4K-zAA9IDIXykN0xbq~!r4W}RNJwr3k*NMg4HINu7M3|B+T=%4(+nZ?
z6r?GnTn4HK!5EYeLHQAsBZqx{goG{GAxLzdgtS?a(;JA5nl?eH6%`}WGa{vfScA3Y
z3UV6^Bis&Q!F-15XHY0$$5{*@h+a$LSiy>vj!BJ6ND81nNvb<A)q`^*sD6axMhJ=2
zYQ@w+EfG>e<1QmUNQz0AYRT{qX3G`l2#*EYXd);bqNYytS`w0yVI(Z2gXqDTBS9{M
zVVJ8CG$co&`WO@j*fA(Kf-q{1M6^~x{RDW6m9F{mF3PMoW-3C6kddBHe1aoK(l}2d
z+)tQ=FE66Y5jG9G3X($+vz7$sNz{}C;$csDs3{aRPa;w?hy_dQ5PI<CNr<~(B*?|+
zn3xe(NGO5wA`FAV4uYv&KVnY-*hJA&7lMyXHL@7V=?N)Mf^#GTBcyIbkTlDY$nGZ0
zMuY*WEW&1^svt28k#Z!yxydXnH6$eU;mVWf>3Oh^@WApSgvN9|NCerh5Z_}bVYv}R
zLvkbP2rF!d2PGpqsIiWlM>xIV)(es$F+IU^Bsf2!w^<?i5}qf?H5*eO$fd+#!r?)j
z3gT=7sls$EUJ;~rE2tF(YE2yk*OJI1JfM_?D^DV)QV<)`x&x(ObPP%BFmiC!k}y|6
zXmpoD_;n0*NGk)d=S7exB(xADC{JP^(IJ1$94MyoW8%^kOcj2!@TMSm9z<0I&XJfk
zBq&dUMtZ;_Jg7Rz=izrfsw~XMsPr91{18<&G7r^s>^u^EhLR`o<w)Z5BqRl6l92Qc
zBL`ESgt-YqW4at90?LtyJPFEs*f1g|B3P(3B&g(rVjQWNPz+*^cVtoIG(#*KSwA|P
zkc%+oUqkChK~_OfE`(z+A6`p>^DUX70J9U_t=Re4Ljiw2#3qZ~9PD<&L}4x^n#R#`
z1(od}j7VA7QXohSR5v1U9eidTl#Y=xB)ucZ!ICEtE&{QTU5sEu@*{`@`4r@9Y#0$%
z$SmwVNOEgPSUh8=v85PnDeDf_F-GiWLPUv9PmHI)HQ;Mj5mr$C17Q)A94W{u2&yOH
z`H~cqQPo0RMwrA573^U`iYTU;xJS)UT}=cJGf%?To+GC$Y-tc821=z63`(<zbd1gd
zrFaA$nmMu#XP-I~JmY~JVjy-lLpFH-BdGlWtsB8BGss<CjXV9JrxC*G3tb29G)4T1
zba1`LzzENch&mFKH<2(XS3>eGnYASDkbucx`tL4*_9@{oLso%lKFnrRnut7z8U~m-
z65N+Wts!x>T2b>PC`aP1B?ssD4x)@eteitHOCbINk@XDqIPxSY|Dj{#{D>IQA%9E<
zHKq|f)U<(|Y6!DY^-`KEk=v`V{0FKdVQdr{lq(q+QBxz4JcQq|v(SA-I2_1Vfod0~
zd(IQ-C#0MUF0~;gIH)X#jqaeQFG%jgMuKWcP<n-7^b`%_Bd7ksv3>{HMKD*Q(=cDv
zF@W+T_8f^GRuDeU9El^2&NJeNn6Z5uqy0%v%0f+3xN{{^n!(|N*WmFSlza#7OQMUw
z_~5m5B<4zNp@1xg?i&yvSEzvGAQ+blV#Oh*fJkJwfY|79N;niD=Tt*-By<*p!3s+o
z3|n4=iDfV#((O>HB?;$9gufv95k$g#ji4bp5S7H4A5m6WqsJFMJ}7=sF(?JVFtKR|
zyE>RD2pZKU2oG;+g4B6PEml~*!%aiiyMlD$$m8fXLfnC!M7W)LEbO6$UGxgHd_;8}
zz8D3`q5BZbM{2pkYRPO8@+2sgB2q4hg<j7f_{e!+p!<?t3|;WG@CX;8vOvCpV302%
z7?BfUEY!RR;-Th8lr}3g?SWzgJHEn*9iqlGa;n3gLa>WM^kK?D#8F998zDS!ih=q8
zg$>GANFzG9^C7AX@wpOWKPHLlW?JwtLklE=8A~v`A#S_^UL%F73R{e$gd!|t(Oa$z
zq~^$aXu5@@UflI0a*iD6mMh^L3G)pkCnA%uya=K}IS?HqMs$#KBV>#fTdbVNkqc4d
z6B5Uu_=d&(6@sG`FqP!eAluL}Mj8U;MsSN2F~*9T@9^=UZC8jHAQF};QD}5GK=|bP
zid=ozb0T^y5y!_&2k>ykoR?(C21E3821<YE7?Dn4=@&$!)-=ex!ICFI`4NOc?m>1R
zG8^O*5JvbB#zGDS^iTrvvFAw87%OHx5Ep;MsRE@K1SU7#q3eUBegp|mIiNfP%0m!L
zMhywcsTg?@VjhTOJPxjD5OyP2=&mH5k1zu_i;!u=#RooBm?;4%T*+>?!cr)N2BlsI
zMo!nLY)}q>;jRH}xPo#c45PXb#)J3-HlhRZAu<Wcm7x5Gj<M%QPz{NQ1$=QusT?Rz
z5=v2|%A=><<DmS4ior9FkUT~T2^x*XlP4J%apXy2eSq$A^7!bsQ5r|c`VpxD!~*9_
ztT~dHmMd}!1+ihN7<aoBF$)684+E1aA$CK^ZXD|xV15Dl3mXRINc6l2;bYH{h#C?(
zHfX^{Pd&KPAi7Fid^8hKb0UNX&5xk`MRI-w?Vp60f=S}Yk02M}axF|8q=pt4WIlD{
z4U`j6Fj9_$j<>QL#M+lco|(j!N@1xOM8oPDbQ)AcLh=HL9OxX`&44{ef_wnM*!&3+
z!<8fP<wxqqBX-k3=>>vGON|gcxJWd!Fmnz>1e`C4&y^sR(6Jp>4yKbJ2r&nlBr#8-
zxfG9X@>POD347?1FG_BXgyl(4n#7JF=@@@43CfEwO#eIyvl&E#awG_&mK!iX;BK>m
z{N8|NL>hIJ6*j8`Sr<TlY!R;$lvY5P+|&lriw&chhn!;|`H1NxD+d@ta~U*mVy`bz
z)PT%_<wuZNOeaAi2uzbah2|f!>>xf?NKpyRnMk!HVg>|TyOsDHi7QWbGk|ge0uN-4
z1m#5-M&wCi^CQ+A312q{3P)&;WaVSIN91TKDRGBQEhslpBefAQ1D0PPIS4|6^CJf|
zCnD!L^jwK72Vq0<GPIV2m<F=}M3a?Y2>5_1W@3v0%EiEW5-CR#({2UT5V$cSMI%x<
zj0H*mi2Mj*(Kk<mY=mKmYhWbIjR^PS_G3Lm0|RD`#8E@iEl1KL6@u*m<r4-*NZx^v
z(EJF>Taa8v3JKB$#SqgVB*Yd7NtGM~b~_bKqCEHEGT}T@js%tMptW?M84$=w1v-f@
zor2^LDH@i>VKgl5!*T?K9xOQ$(xXJU9^@BX7?d9&7!f+C`4K)7$;!vdN0%Cs+UX6a
zd5}DUoFkF)Beq(SaPEZWN02#?+z2CKc0p(=<|drJW4sNq3!TJbH?I6d1#y;ptbEXQ
z0?-@@9^1jzZUv=7T<H`hj!4z8ya=LU`4L1z@*<3+U!H{72%$kPLB$A{6Y4{P!U2L|
zc@i~8LR+jX8-`boM5I$#o&nLIoCLzq-X!51h^YeFW(Ao7!XQ&&7-1)fg(YX;$z3qj
zAf3curn%T5x?aZHjK^tN&LZVVc&inhCt;}#MnlpdEa%~(k<&FOFM=>?%7^3#7&$OG
z64gZzUJrcr5iY-h#37*oBOzgfnjcYWNV@bQk28WGj<kuMo-p~al#8E6=!4}J5Dm&f
zsADrsC$aP=F>@i32*?~5#%3PEW^@+1i_zur^ReeYLZawq(jsrd>qyibiCRm-(qIF0
zCj=;UV#kO)3CfMN43PAWOu}*_gr--XgxCflkzE60Q;;K3#&qbABU$dDrwiPC^c03$
zB}@j9&S4_xG`{=;ks~%&LR6!YkX(t#=jgVR#z*%*)%Y`+W-`rSngMbRb<17Mm2{x=
zg|?Osksm=U>^Tu3ikv55=^dGd<O&!`pBxFZ4MZcm1;*}SfaOSpKQLJ!-=pFzP)LD7
z3<*P9t)Mn54dM!%8$oFSjAv3Kg@IBP@fenWAUOxd!=#DHm6*C9BB*8)b{n%gGNeYB
z5HtgvAHi_|&6U)OYfz4a*OKs_B)Hv*s3lQTA!bTN6@leQP%4L|cvKpcFA$g>c@kk;
z7nWMPn*rojP@Y8f2|5oo93VXOHY>D_1m#C+j<kZ}2~;;i(g2(UmDD);KLpbhhCW29
z#+L^mc?Q~Vg!TbpV#qWlITB<JJXfA#I>mGf(?tl^qO(Z%IT<=YAwL5i58&F8IxSdG
zKN6ZFk@6#`#0QoB;F)kp%0nj6Qz|+ik|#l_95pAxc*yyKK5JZ&ZG^c3L4#Zh!o-j1
zz(S*up%D~TD0l;8Ob3)FsZ(x(aw7vHa_lqBU;?EG2*$`+WTY>+8R)4SGbb=GGMz%?
z7)0w5B!-R&<w|t*7<_PU1m#GkQ|K<k#izvgB<O{NJ&1(nOHeF<Fs1ntlq1o{S|RBR
znj>Lp51B^KftdU{Xsy$OwMIf+D?r~m5|IxPEKqI);a-M%1`x*d4@d+#1Ym5e`4N^Q
zsS!VnS3stq<;EFIv!D=^BH+1+g!F_*53ZCB6Nlsv2#G&Gg7O!>JPDG=i;?mp#6FlC
zaMRQY1A?Z2!hI$*4nT1M&6Ny{pxC0U90uh`XdQ_(vV)W-VQCMQ2BlDZ7?C5f=Sk!`
zi=H_WkqZ$lP+kP#UIqxn<uB9_0P%3tkkrbNkl0159YOJrz@U_YCwCD{Sy=VrPVda>
zkeq=+f>)*D%31hwB&!H6U2t)XJc+-qB+tKO=mLd1A{J&LmzbbjNl874FGsQ*WM~Ah
zPywYrRE#UtBE&&y9D)&PADKnpJPET6*#!_b#El>lk{?N_BXQ(NP<s`GK{<;2xB=-#
z>p3E)0SFtEGO*?<GEy0mIV9ytyg3q-w{Yi5kStzIQjVm|&m`#vg*zk$5G1soWSRkq
zIdWs3V2;F|ClNUh8w--QL8%;qA!#3#gyj(sP3u|`WCsMJx&g$4xDZ4_Tn!?z`3bc|
zg77fgtOsHBBV{=f5~nPFNM$c_8wrsLKq&($Cy|t@@aQ8cM}l$<fn13_PvXssAQM3*
zW5KvxM=k#oGzS#!h**HJ;CYggTnWjM&~_`@*bcak#GWJZ%}avPGzf!IIRt}JJ|>3b
z5eP}!JPEM_L}I!E;=&$iixuQ<5XQ`tkUWS=(kMql@*`4i1dZdsVjYzRr3^edi(tya
zqZd!Q$C69%=Pv9ylDt+c?sh9Bz9msFDBMwF0>*>qN=Ph{T2q2_fl6~4=g5KXOM>zu
z2;<I=s5ufdKSI`*6V8uRsUunLq129`{D`}Tq{@sWw)BWAN22s05qT3-r{Te5<w=C;
zXe{h*!{!T`iQ&qV@Ei#$QOOzOfz^@VJc&_9l2uEB>KF)y)j!yCB=U$Wed<W`9Eorr
zYL3M0OQPmQ2oGBgc@R>*K}b+}M@|`uB|l=zk)SjI!g%UA%F-i_bdQ!hka8%V9Eodn
z9p1VXr%l*h#;i`6e@W5}3VB?y0?(D?r2t6k!IdMyc@mNW(MfDI2`DW?awCXDPVwlu
z0mKK@TQE$!JPES_WFsm@b|1*Ss2JIQ=za(BvE)c5J6LFfXwu^Yq=V%isC0#6NX$b>
zSj%V@(rhHn>PV)!IMY4OoC2At#GcE@s3q~(gWYW;<tfTaGV~ZhjT>m5gv2K)r7}nd
zDD6NnWX=PfWN0L5#1%DFBd2-P+yLUi@(PF^*c^%KY7mc5er&+9HsBy-IT92bEPg08
zBqZLENl?rq^J$nPapg&*S`k~G!C6yc&y(2mFVji<wqVbZbgU&2aR7=D1cr&j@}wU)
zR*BxX4pI%tjUbZA4m~%5_%zIs^l7((@;eBF$^c}HTv~wgAUa0mNl=Z5j<L;rP>>@*
zF#+m7qU1+N4-yu~*lEg2dIGw!r+fT)1$RA(Jx78>F>)ogoQ^5h#MFf9LZ&9V)sm>O
z0n3pHQD}~2n!!R+o&==>P+o*!>^TxoyA^Z96+Kn=!q@I#?@NMm3JlYxmV}v(xt<k~
zBQaeK5+RTyL8TQsCclmZ#ROXYNKAgDX${GQk>Z)vL1F}RBzTn_dM*RyJnR@<C87Ee
zZhsTVHLyGhVh>=BMC3&n3!W!oxssUHD<~a6awCYulOu_n0|BLDbc{&%*zzPIztC!Z
zE6fJu+7ZG=xD4IR5dLfi5Cr8*^!l*@)NVk}jVuS5?8wWJpjZH{1whM@u$aY16R6`T
ztTDhT9=RTZrh3fU3R48F?aJ(dJvXw7Fngdvcz(k)6I}%AKB%i;Jlci{!gPG`0+EB~
zNk~0OPL9NrCoxkcNCcE#VHlE*F-b(qhvWog5|&>;G;QlhWLrUOgsafUSrI+}<;d9#
zbFi#i!qH|WCr46{A8A`d&P7Y<uoRD;FL3Zt^BJxjiK>c(+;|Fy>jtXb3dw`0Bs@nF
zTT4RH0;qO`U{D#4Jx_w_1T5(iwbhD9$*3$u+6UzXbPURi5Iop&BqTqAa^xHa5CoM#
zFx<$p484wogdQX$AtWe#@t2Dr6`<OYfe}<cBK09rV-`0LQDRe@1<QY^G>+VdEhnMo
zHEcB`stOPfn>jeeP+f-1qjp$eHxGBLAY|ZqlDJwDk{%$b2Sh^B6naVn@p0xzP@V*(
zT+}>>%0uKx{OwlS<j5J|Gbz!_0oaa6h}%%z3*v$N1i_%Z2*a@a2pVT4GDqT@BZh=O
zWWN(AM?!X`gXcXEaf**c%lZI0g(KKx=SXaIBq$G}Vw|}To4p8Ep|h~(AZm*?q0B+y
ziYI8E1jR2XzKJQJL3t5^$;gp&z<sURXlu|wX&QkcsUAXN<_t*v2qCGTCucA~;7kT|
zIEw)Udl+WH-44lt=p-yRBGaH65-mqU!Vb073fi%ZJr+QsFbv9(;P~<b$1o@cam6mG
zI4B(wm&)cbEhM=|2{IiMW6K#>#ZYq^h=*BAf<)0V(RmWnZO9_Th09!~g(wiBYaY`)
zqCyK~A8L$X<ALIH2DsJg2ig^auY`u|yo2OL2nkD7pjr_PFT<!M5h)awh7oxXodwB_
zAQCf2!e&4~Ifs5Z5|kTZ80LQLG{T<<)?Ail=&e>**g--PM#6F(h=!DoAQl3HawDw8
z%0gO>1f>UJ>PS%ff?!zcgQPn`B*c7F5^LVWo`=wL8i<dYCqW{Z7`tg$L{VJ^;q7BW
zKz#m#g#<Pl5>_A*p9v5-Vroffjs)dNNRGsvCn4zqmUciiELCCYOD<yp<w-=V4Usxw
zwIn1xqvu5kACwm%7*~!2<;NM+&ydg>at4kX5|Sq&F2_zH`xC~V%K*xehgc3Fms+r}
z1BD|3L&6w43CWEh5>i7#b0oHM7E=t80wL)FI|)its2Gv{u<Jk<1*L9?J;)>xxe_y<
zK}3*qBt!%oi6!@;+llNRkSnocbpL?(h%ms$LJcnn52OnhCMHKh&*K5bF*vU8fl>pc
zbVemX;vkGjJ*<4NRD~x;!crwNjXf=cL?QVRHYW*5|LCp9nebdQFgX(BPTUyTpD;Ek
zM}qPrQjSD~9BR826vEgsD0W~N6k8w+Zna|OK5Qb8G>I#vfW#r`37JGsgCJG7FlHKu
z*odAtu=26xGl&=@PeRz(Nh0ziY?Kw#jp!n%zC-svIv+W#klCoFAoD<Bf-QDX#Xz;>
zOi=u?_<>>^k{(cVBc#0wl0nXo1astEhPmJ|M_9^4(701HOa_u0K_q65MC3{8SCWvr
z7hfF-b0Kyb;YS2(E(;_-!gC~YenicYu%09+tfBY;%LA4NpqPPSNL;b_F&$z$L}Z=>
zr345@P9Ml@<P?Qqqo+X_A6X}ajh?n){3b#<23tO3+6se^`<NLRA$)9VnLP;D0CNd(
zG|Y#DXhaxcV?n|MlZ3<pYW~CIVa<_{)Bwtt5EhKYl_Sw=NpK2epnZ;{b}b3ZkL2b^
zL@q>TQ6Wbn=Sh?tNlc!Eqyq>EN<Ww>1tf|M<4>0ebMU8jto0%&AK}Ph@canLhsY#0
z9pHIJ>~`RH7j{|veul|n3oV2gB4kimkT}51gIGjBu?#DNVf{&1E<~nD$&oC}s8UDH
z!syc>>d2vxBMIb3EOjKfRs_|Is2CPMptxf3V>-fggs55)k_td%7gHA#wp4=<!^VQ8
zL3}j!w2ctOo?k$2YC_Fp$hi+Y8&y4s2hNdTv%oBfT?o5LW#RKDOb%N(A&a5rLj(`v
zN-X&gv#kS(Wq6!}dy~jH5yD2zkI1c7P&*81+yY!jvK*qImISp|VHmUBim1z|+ipde
zi*6^(EwiArH&ko0Qj{YJ=SfH!0Fj{l2*QYz14$_eJ}wq49pa{mOZAYv0&)uq2IVRc
z#-0N)ML}v|7@P-TrV-}~LaK245+Q>tq!8keutks{8JIgkG@)F12sKACFoH{GjC@II
zjs)jP<n|kajXgypL=ib)XxEX5QJq69;IsQcWfv+&4^?p3W2q<M<t1qU6{v=UVBEb)
zP|U+HC@;b=D0PsE5vdWAMJSD<%fs9RreS%D*#k50VHbhvK*^0wNb?xz_L0iR^dYhc
zu^|V_ji7l-gnCf;gZ&J4Iler3hzTu6!qWs=o<vPMsObvC!&*xsav?Gck@v8(hGLFH
z_8*Lm$dRDC1P(%0mxICzfmu+_5n$zmhdxHGgycz3=?QML;?I$YxCgO7sR4!&X@oQu
za=JuilbYs1>OrmoV^9vmp7(HxGJAm2G*~y31u~I37}aN(Jkr7pSv4s9k==|dPlC$W
zBcND@jI~1RM~u_}YPS-~kx1h^gxamx^C3cX*yKp~I4d|uBJv@Eg_<LA=SRrs4k)IO
z@*^x)qQ@?B%r`NC(gHF@PA8<WG1DhRguJ|f>_$AJIau>0vR)M1S=m|HDXK3aKEh6t
z5?1JHA>ohgZd|jI;2g;W&XdqG7&AA5MNso2dM^@^!l1PzDD{E!B-uU5;g%yoA+mvG
z10<ACNvh;X)G=4oc&A>D1f??UX%!_`;LZ`C`~t&ZRUns=nj1mtLHeLARhW4&nrR<J
zc@n$-K%yYulZzqw5kx{<4k6LYQ4k-R9}zhccNtAij-*OY5`C0qAjet}wKygV)>1{#
zh;deMjzrCgFdnEBLxe5v@CV62R?uOoBSG;9icb)3VrpVJ2yM+_=0;GeKpt}?J&l1<
zCn_c~KZ5cKEZ=}=Xr2V+Fw!wNKY~ob#9(uYb`yqbRKLM^q=yr-4oIj&NJwr3k)YT@
z#h`eEw0q!nBq-joV??R}v9R@sKxvExde;-n21t7iXDx}DqESWg)sl!YQTmLvBHV)N
zMpPamC&F0t%8{sJuE_b37C92M4jq<GVKkBHA3gUl?PF@f+A1ZSL-(QQZ)CGEav72C
zW7>zZk{sr{g-EkT$oY&|HY6t^NKkHsV4V38R!3sbix5#zK15(#Ig-f^dQT5DN0MDj
zB60!dXzNhRk>DB<SDO{Jj>I>z1L{d)?MH%2RZ!_V6I3%2tREpMgV@xBT^%B=LRdtl
zc;q|-V>9g|D@WqZj}WuT%#{%Tppw|bfLKvTcq5aL+z26&^W-7q)(<GAagOR>=|_Un
z5vWeY#G^S9x^@tCoE2v;5)_h%k`8~41jQ0^tf8<ELGt6s$dQm-hnplbKVsIA#O6EP
z>X7pyj19?+5E7OrL1ikaYz1RbOoPT+A+;fP5+&7u&rZh7jUW+tj)c~dWUkyHu8ySU
zsvShli@u5u;TF_(Dk=}wR)x`MIT92$=opk6As7+5*h3#GiaHkwjyrg+1ot07rh#%M
z#`r2MEx>5pDTr7Z)Ov)7S`vHyA*+_$huth>QL^$Rs-HkSVnYL$I#_t4)8O0)Ej>Yb
z5+y%^;uMr8iLWC;@lI^Jl?pvc`i$*RJx4-%(k!600eEXjP-xOUM^ZMr14@6O^oqdr
z&5>J?^B#6K6>=oVmy}`je2Cyfb0j!V&IGTAL@i&zBRkM?7~Dq1WFyiHD<3EgfiQZR
z5934YN&GV)s5J~G4^cA>?Hoz47YPbUq|g<_412f;o;ng_3J4QbL&8!9W$6udjE7*J
z#GZ4&a}|U~a!^#@G6`9n;v7k7*vuo)PJy;*!10CBgM`(PEPn8K$C@XR(hRXV5`ViD
zGY_JQAaW#q#&#&HBVlb-1PvQ$1?NauS%pf2au5u|!<V8Q365V_ej`j%n(7dB<U+zZ
z06D)Pv&m?;5@@v&b_-S&$iAU8WI+1yhd**HiB>;CMq25fBT-KiK+TOH-r&oTAXnkS
zh@1#x4M2_r=SN&K9=Os6DD6;!5$TxBT5{0kNJ>HjrWaReBa0(yNsJr`&68N`Mo7)c
zDhMyb;WZ@go+Nw@1lDearBYNHSL%j{kLF0s_#n_~B`ZgQ(g-Xakw-)FB*FX$sh5yz
zM+lqb90|4wq8F2d*g_Tw@dtTffT{}=ro`YTNDB$nPDRI{ksV0h!%k9|Be9<*0Lgi{
zNIK_8#w;Y5&4>(h7$Gp15el*F$wDn_<}l1b9@jx_t0H)i_<)hHG7ozUfJO1<NV4-I
zDD9x8C{lT#v<%KCgmVJcJcQCqBsfC}wh7Z5kO*P>ajF3Mfzq`Apl}0)CUF?iZl$P>
zgry%4jYwPQEab5roT~(I<wc12AkLAnoQXu|G3GJmL1!Ytxs&u9318ugyC;b!M?&)>
zsclx|v;#^{<YG{I2Imx<DIQ4{ly?vqtb^h_2{r}E4wCsGACT*Ngg)f(B+Lf4ThVJr
z2p@kPiM@uz*J`CgyA@B4MAT-~TSkX4lQ9dWhRlZ6kU2>C4_a5kMZozHlqV4wo+DSW
ztU@oZV0=)ihK!-LB#s=3V^u4-e1+Hs&Xt7I0X`Lov_&e5h_M|+E<xl+@K`IUD|etd
z4`vF&TnbpE`WKsed?AZX4xA%d4np!EDmfT(Bq)6|%m$HQ3~4DsNaQvohz)OHj^;>6
zJVJ6L3uxUAwwNbH3|mSgRt%a`h|L$E90gTNMjZ*&Nur&2bP?-IT<S;(Wr$j6yA=|L
zs3fsD61hYtzmA00B<OVwG9Qu`AtWdlA}~BZGG+~h90{utvC*jEiND>7yN-nAN2=sV
zP+Gy2<_L+CpF4(rjs%4psTiCiQF9`UM<7S?LE2O3=?7aHgNd=M0z>d<D`P%952Cj3
zkaHk98<H16BqA?DSVJjC;%T#jLJB=ZA>qu5wcScgj$}DRU|yQIG(#xo;g+XIo+RH6
zd^&Oai8vYJLKan36R0eO<v~=M`Z<!xZrJ2VSWgnY%s}u_%NZ~a6xJ+<Kw$vNdAKoZ
zo}@yK?4U}XBzKh^zBEr*4tq_xmI)PZ#nbX6YzHnC#N|8es!;P8@jP&jWWiXm1InBD
zawKeA2Q}@0c(~IUNCuP|A?b36*O7xFM}kgx0L2n0w$L#oltCm@2NSh&BzbufS9&K_
z95wH)1<!<_i>)0dITD&5sh1-`xegy5&5@+nk+7a5c=i!xg#hjx3Cf8u49<}QnJ0<O
zdAQYK=09vAxb>4KgT3w}PL%jM5mhBLN1~Un5I(5%#kKbXR~?BjH-h9wb0jf266w4!
z@E$i@?N&%H5_)zrc*X+~b4*8Ixsl}%G(S==M}kriaj6ofioE=QtP5NI!xTf-K@B#{
z{iM>M5F!sZF?GOV4i=NhH0~TpZhjnU{YVA|q!~%b2oiz>jW3ZmA4y<j2V8Q2b0Vl0
z0K(XFB&>#n=g0$0a0rW6q#Q}jJV|OAr8IwF<~~djO6|bZPpU5=>dDKC5MA*6h`ZH_
zy^b8sk&HC$N8-qnXrryL8WLNMWI6!Llkhr{nmH1bejw?OI1)3plPZFl12IKNHIuM<
z;(Ujy3KTZvU{G(rgZ_0SxRx9;vmXOjM`CTa3L>BHfv6!tZ5eRe23|vg>PkqCM9PoQ
z7$2Zf9>S>~zY5I!hbe;J1kz<ua~d%`a&jU>4>Wclu?8Z+F^bX?f$aSN$2-bs0%&{z
zQb&T?Q^*)pvJ=KEt3dX#9HMBf714HtvEcKO)LS0_GKn^=R>Gl#HAnIx&q*R`NNA2k
z$&au)lBPKll$MA|ryw<?=Ld8hm^lzr1YHkhe2}|I!JzOU4@2`KqK0HS1S(bG7@9Ld
zF^%n{9cZrxX$KZ0UlNnfz;z@zPmbnDLg57oRR{?Wb42Or2Z<jjc@Q3Z(3}Y=_ps(j
zSp1WhdeC(dmu4x;8z9}7`43YBq>g%+IG@2(p@$1`d{|sSX-KT0<;MfC`Vtb?n6)IN
zhD4m>0ZB82(icn~Hrk3aN9KW7up(yKky((@lpM5G-=KPO*wvA!wInP@!u$28`O%Ms
zoE!;C1;nKrLaJb?5+6-@PQlE9=pvNcfiMA|U(n?Ug%56dP#hp(961u4Cn5O}M8Z=6
zw0s`Tk>C;mQaT`)7pQFTDjn37g3$2Bx$gs3YQbnoSqCB!IT9Qjko@=t6gyB%ZjJ<{
z2Hfd|cp3CGipfW$b#htg`41bPT(i;jVY(l;2=SqWsuC3TXc&@0(Azsqpd8r*jcG{S
zL-QiI56L$Ob0oZmq~<#Ff$c|vawRA)LNF{xBE`xZ7Ni`>)Px?3khlercw4Tp6oHyn
z$m8Kovk)2dR8J}&TMk4QBh^go>LKnWh9obfK)PTdk3xgv3)=5MjZvhSN6VA2w1L`c
z1*IS2Fil#mG|Q1lqphH}F)9YtlBo3}GLH&%B&_9%2y<3GXv~1}BM3uc2efM$EgnH}
z3&BL?NKm=}r4vdpp%jcg^^+osp8v4%Nih$XT0%ZS$deadpwPyGq49+llaQPVjdyr_
zgK9?zMx+i%=?x)?%Z(saRLGI2`2xhFM~+0_vkaM$M9zb#Y^vl)P@Y7DIEV#}8BlHn
zVR#Hd;tfGUVi!UZohL!5guFBc(}hT@m@HiBpLlU>IS^fpc++sJ#B@8R2+YT%)1Xks
zilMPZC`TgV{Q>Bf2~etlU`SpBk)WJLEFR5~xX%y39)^(6hLN~(B#R#+HzHV&I0lh)
z%axdE7a@W>4-hMZp8v4(i8T$II)rQSvq;a0U4-HQ6i*oAtkC=kjdxH9jL4B7o*yh_
zAh%kvrzBjWkQqq|##%wOA}SuZIuiFfI$U)m5o_pBLk<z*5EeLYK(PYC;5Y$`5Xg}z
z>*=tT&?xDJob(3MgD)jx%LAl{Vb6i+qNJFJsTQC6A#yOEl0p*<b4Y$9GDjkfAwW_E
zgap-(_)iT$O<NEig*g&6FG6_m90?kYp*DuE5`fr+OycWFV#$$=`OtOdHjt1Yj)a6Y
zf@JYy0p&#qCXgdxD+QR9ArK|k5lSPZq&IZ6kd%v!#LNMth@j^^?0iy8#8ivT)d(?k
zpAyF>6xPV==b*JBqNT%h08-|HNl3io%#p;UDP&a?w_1^N1cVLGkJKJ%h2(8`jwG!o
zNwplwWQWL&AQrA1iM@0MmAsJL2qQ_#mE^C6MWkU=7G@40MFe{e#1sYJ?n>sKNmTcu
z@`%fS=&DG_kJw@noD*SXFDyqw^CT!mATR?Xa$X~jJ>+v_1tTh~WW)}u7%^crypE)x
zmc*GO{jkL*sFsA~MP!<Ue2JdEh~=ZEWdx6u9Ehs63GL(n%$x`l0i9NZs+V{k!lkGz
zV*QP-j)?pSiy2V)iCi~=*er*L&ymFCK{Qo11X``ABbKN<P%9BqFCvrhIucT+QJaL<
zk>zN45t1{p=f_Gc`LT+z8eAUTWHMqhLJJk}I5ciCL@5ZK|3E7zkz(u+wp___2o~e0
zGzqzq+`1AqO~ZJ^=MGerpnL|)bA)J+T5@Vim>W@P^jt<PpNQPZ)PaZ<tT_@^J3?rb
zxJOPGAU5t4gj2?biLxAtoD*Se8s|s`2F7wYgyce05__J+tRW#e@+J!{b0jF%P**7*
z0M(MX@+2fJkdQNpO^FC~s3{x9L(OT#@E|!1L=wu25P6VF5GKZKgqm(97=*bLLL>Y`
zJd4EK2#O2z@)VRqk;+?8?9whrR%5M2s&KRcL8%@!AAop}JUNtd<V_Y>jwGp;1eJdX
zjD2JWHReF=9R#LYjs&GL;?pEdB_vg&lZbpk91E0JKzWSVwkt?2NKZH3{v<>NE)wMC
zP9_M1`Gz<e6jB5*C=a4zM4W+GXf0L(ITB|*h`R*_YOUF@+yu4V7^#sXLAerCe}VF3
zIb%7s+p7rk;B_RnmMf^Vz{J?=NHTLI>gWzJITDmVL2(MlP3Uot%qO9igrqX!QYB0k
zC|x6CMEXb1iwGH9EKoj!)Pe|d0@DPH9_9q5CU|{^%Piu=A^8zP!hD3EhJ+CT5;^=4
zY<PS@+BTp(h>G#lk!0pb9UA0FP_Cq5egx%Ac%B560;m`>H$p@(^JF!shJ?0SL8TM!
zvI|27QA4uw5t}1Xa%B?}-aH9P6Ew@0kkkyylf>l#{HmImKsk^YjNcq$Wg)IdCMnL3
zpwPyS5jhe|{RqmNNI4QYO|bHjkss~ABO0I_d6VTPmFh@vUIgV9P_CgR2H63|sJRiu
zgXBL<5=V{%hXN=+lGJWRt|dvyk<eTTs#yr;NLU&nA!p)Gn-E##v`lO+z^9Iwya-c+
z&m3aqkll~WhWHMZBv3CxLKYUzm^5O?04UzDVru3{NGddf)Dt**k+}PjptO&P>7OGp
z+pU;+5h6mn9En&X04g<!!r&Wuh|ZJD%8;}}B#D|Tk$K1|7{VqtAK+F8%WcHaxJ@Be
z2I6YmB+R!>#Do=Q9z+!Z#}cT$iaSo>Ig&~>q!AM}b0j=J(y|W;sd>TmBg8(;asiS9
z(MiHNlB8M^IR;3rB@v}9;kGLxjS!Q@z-nNr5}C%8hKbDy_|y@T7a?l!nL?}_E}tO8
zyTCb#K>dgaSKKU+If%Hz%A#J5gw~L>$&rv;LrW4VN0MJlg8Pw3tyYq9B*AuT97`P5
zIK(J#ai<7uGT=N%Ahj`dFd^SkiAbxMEMoHkesz%iMwrBJ3URWSen1xi_X$`Cgb}u|
zMHeF?{;=jqvip$WT#2{UieAqk_?R_Q1tOQwGA}~RM%cwT2y!IW(H&5Z1YwLEh#t@A
z>3}ews9Xujljx}xoljgYAgqdTZk#}su~u~VWAZ^aK6bEluz*S>aNY#fbchfm9J(+S
zOsMAsV2?*?<w$T|gw+n9Jc*+piO7NIEX*7UX+wfZNUotJNuwM|b}b2N!@}FHu($)|
zM-Ybb@zAhTKpKrmXQ(Ws^oW^a(M1U7Heyr|&XL5JLRbyD>(Tj5AityLM$*C*rW(E6
zMB~HSKhPWrihl$qqmCTjIkE!Bx(4)~Bxb7>6fPJu9k|065eFa^T8;$eMFd98jhk3N
z5LL_%mKMmP!8HN2PC!bP=qVPHPdFD4qXJ|zzFbM2*+@*+ql$oBfr7~kOOP(K9EciM
zkaz`&Q71=&(j5}USx2JRiwHhu4T;odrR%s3s7}Uo4Z@|UEYv(n<s6CBb_K<i9}6Vj
zU?fBgM1pc7Dh7#yF(@rif)V)=o-0w)EH)l7IgXGTP(Hw&BSEr+Odv)co9iKBARCY{
zC1J>{49|^-SOUimR2(@*vE)eHB{)tQq}&K<x#FCSL`}`eJj^^Wd~zfSEmu&@h>YR2
zBxG+6Eao6Ia-1S!8kq%EL0M{IRz~DXI17?$agoI21wv~2nEJrBVb7Hy**=Q<k+|I7
z3AUL^`4O7yKyiT_H=E$%kk|x~AT{6|iJS&-<~rPMFSPs!8g0e8J^(ofqO%F)NLtsD
zD7{F`ksVyER`eYp*y~78_}~sb3>oCu0I^YWB`DsIF(?ip7&W#LJculXEm%;VMo*<o
zP0;nA*wQtj{6<(Fl;=Qs0$Yx3Vgkw1E=Pjwg=3K4$;Z%qhlmdZ3mP*>Egz5w<v9|R
z-q0|PRx5fgMCK3n9EmGW64Pphgbqf|!(H})@*y&Y=SfhE;cB}gVj7bL(KnQGB_zjz
zYDsK45++Mop2RFk;JFY{`jDR&K|1l|M_Sd9kkp1oV$G4r`463qEkB~PS_iz29MBv|
zWPcJfC!&i`C1)a1D+&uUeG{$+aj8J$IBa<mRzpHm;W7hLyp0Jr#F7_5z60ed@-Q?n
zf<hcU7GQjk9BTOr5}~w?M9YhyUL>g1%5oE9_5(c^BJ&46M;0<7!y-mx2y-2>ixF((
zS`v4w6%<Y+)RIg#$aN%y4Xr6bv4-4kg|I=QAPkFb>@-LP6qA?EAi6+l6(`1>>M`>O
zb`eNUgOQl)&QWtDNF8=_AfmY4gDHcNFCqRVorLE{?C}5*g~S9T{vaes<PFOkNPI&`
z+$|}rGN5#Z1rNbG5;;E>qU1+J-bCa=WEMO}G8r&}b0pH<5A?91C{H5gNYs)Q6q}&9
zgkVT)<0c`hpd{&O4W<JlM`EUL+#-;?f}I5AFjNf7lMot|Yf$AOJWSJY+mBBMWIh<f
zd`cS4bO!6lDrS5@VgM9(Fbonw%a0`P_&`r@P(C<6V(yMaPQ~bKSS^G~gXSUNn3k&p
zKxX5qBVl>6m=P61d;!goOa>4L@;#)bfR!XRPueiqVAhj(^CWDB85FOW@sBD3QUk@L
zr8i{NNO=-p3dbdfnS($gklckzB61?APYKE`sPYgVNE~DW2;;JoSaBkDwjqZEg3WXW
zUOW1MXNXb59l?W!KGLWTB>vEHBois;H9_+qX1W8VNi1Wnko1d<gych5x<}9`^%f}C
z&=Ql8BSHBS<R5UJgycsi1CZ}A!vsl$q&$h9E5WB?L1GhDvZB%uIYi9kW<gZ?u~0DH
z1I?4frgLoSK=}uTF<YaEyavi|2n-QNB@wdN>>*8zggrFKxsmA%i8&H8?r4}JK`9ia
zF9}M!m>86*5qS`mH576r$o(aZC5$B?|AH{V97%X~5?num>PQfV^d?{=xCDmGO=7lO
zA@K{zX}EJDLI$GJ50s7&>54QKI8Tz6+R;@bauTsQ5;Z5ncnEXQZ6KLXS{Oi7gF+E0
zKO#aII|~%{koZE7ATd9*UL+_j5L1TZtREqxIxIIqX%mFuc@mZvK`9s&qvk>c4<$b`
z7SghQ1euLeN8;*9qPiT$`^B=FWi`mR5R9iE2@5y;Z4po`pkP>j1kvC;35h!piHJ{R
z7Dxtvs|l1&AgVyO{G0*xejq7}RFbI)&j==Qc>$4^V7UvGM#w{0sIo8~L=Hp}XDd!s
zq=o>qG9))5<wrtc4+?qY_=2!OqJAt$w+ettWFp(Gu#|;`2G<eLJ{6MzJV(M(FD8x1
zgQzT&90|%Zw8doQ$RCWqKoFE85qT0E0$4%@spX22-=N`6Kn#={A(-eq3CeZ&F*FUZ
zP*zXkOxr}~RZu>HU|9Y_rXey25?KzxhRIXx8d7s4EI%UUNPM9V3v);=L?)p!kXQzh
zNGStfJ&8Z9f%hvz>Ix7EYR@s2ppA$i=StLEh|C+zIr0Z143d{4L19QB2O`A=R3#{m
zK$xf;35sb@4C6~1AUTj4Xe|j!S)`^$h<c)P9<JO1%T3tZtzcPZb!K&N8yUny<U<4t
zBo4y3>>yGc;v-T>rZdcn%!)|)5q}K{3UN^Epkt6Y7=z*%gfUV8wp?k0RL+A^6&4Jx
zA>ef+sP<s|H576r0|QDeiCi`y*k9o}5hX`58G!r=DuEyv90pjz1|#&Kc?~1%af+km
zMsN(W;O|j_)PV9Hb_|k5%8}%@UMb9zpqvE3h#ZDsfn^BfNU$1kjwLeZVRJDl`4FKN
zk|UWF;c<gKq#>e^@J7##ka1Rs9GE0JMG%q75Pe8c>I9`!P`i%t7c?y+*N??G=KUZ!
z0I80oZF?1FI!ca2?@4}Tgh5zdgwWtRlI$D_3QwH54_B<fV;&rLP#$I+LquR|An5@c
z2~`0}SD<>5yj+Pbg%d4?$WPd6$tH-apd?5wBDca=AW;Y=J4Yh&81XESn?N-r2t#86
zUkwQfYe>wXk`Ngvi7VzY#6jtY00!3%@EQ`5Qc-dwBpt)@B_!`*Ba!kW?MHPWc@iZ@
zeqj6vhp@Z|p&>p%kiQszLHr3Sfgl(h3Isw5rM{$nuEdrXA!5)}z~To=RUiybWzf5}
zh)<i$%0%ZsY<UKfn?NKikHKiv{CI}x3=?Lq1?hufY^D<-Mv6~iY9XZ<D9k{ZV2*@@
zG-^(S@E|f!5+mQ?N*zR{FmPHVoFgIW`753}asYB9wB7oF5dw+Mk)T`%Y72m97$#!8
z6+Jw0g*#qxcq)L#Cd!O6B(`BKB1rzjMnd(1QWXr-Jy*i=6NrZ8MF<VbgP0g12O&Xv
z5SWPEhgo*O@)+?nID`~o;RT|hae*y_L1K_lhQ$ejhKNH+qH`lCRiLLJtbEiqE3EDS
z*OHK2h)hE291w|FOAbtqgycmCN$(s93QtftlZ2tE02-fodz7G5fgQtjgVGfO)3x>5
z#H<cV<8TbgYnV9^Ap%j+2iF0SA$cx__&kVE39=IrP7oGSOyCY>L_S2Y;GxgrM?!uC
zr4}MEdJRc*js)e(ukcnPC@&!8NJyKK9wfAO#GfP4M|XaK>P5^tl8jms62c_qNLU;q
zr3X+9BjOvz0*PWzDTrM`@OCRCje$sd<w~^t2+3XKktEfTh+IZI3tN6f8rQ+zj|7E3
zwh=gpIB0B*_;`n;6QW3xawH@dB9ow;2*Hp%@d47aqeotZ*@2WNAua)t$ZiC&k?Z*%
zj6bmDNYH9Jl%66{;Rn}2eC$9~qU1<eE=16vcqf=25j{yzUW8!sawN%pN~FBUEQt(3
zsUJH=R>drdP{XW_*(Sv<LVO-Xs07&q2^mxpCHyf%8WjF`@*}KVC6Xo~Euptrk?Kga
zRLuATK6VL8;~)%5`!Ed4ksla8!14-xXskK%Bbr;${6d2qX+&h)K=UI^H9TD)@*<1{
zN)wnV1tJ2H17p-w2H}CzAQ|I4#OF#x{fL^&AUu%$=olh{PC`@>n<EjqjCdBv21ux&
zlkkwoT|>fR0+|MfIxSkOu(EyV=ST(yc%Fon4j>v-VjyFbJc%nulHG2Fm4Rsa4VLfl
z(eRXk9Pc1DB<>+O5S@g`fl2g~2H}HKB8_q-EI*>>F9aWCJ1R!Vp|T*Vh{==0=R$}|
zmSYeI2@iA<9_pYlL=RmMA0!Tn1!N2o!`502V}ij@rcjKyhNTUnXv{V%o;ngaeM8uw
zln=uLR!8E<k$7uKn&n7PsH5jfP%MSQ;|vscXe!{T13C6VY)A?Kr4LLDkpt}mK^Z-S
zr94P#WH|;&ourZAT!OQ22g{F4XHfGNG7oG5&UP)bN?7ZaK%P89nh!whR^cIlJ$&Hd
zhhqm8NFEdi2n-Uz9LWhsiP<nFNNmGm7?d7J!k9HAJV&C`Dd4pNkX(pN!g3>shUZB7
zv{jL9f!C49Gm?07B&a8eKC%POrI5RpNeV+)YXgOb#Rw#RAS5U+A}~w^lm_QYMC`*@
zpj3dF8$lu<87PM3LS!129;uxt!Rv6qc?~sRq4QAlB)TjrAEFj#o+NoqJ<}PO?~y|U
znGFtYXy{?hkq|jpEI???+A*97JwL*7B&?<+IVEA{NLV@r=Rwq5iJTWfY*0RgVR(L|
zcP|o>GvRp><{l6Yaw7tx`sD|#<N@VF1O~SmNDf7myok_k11&Eh`4P323}XVtCNwuf
z+Bwiv0*QSD2}&EF9EgrV;!up7){xn-bO}oFq}MSZT_6m}DWIGP!5}ew^&=#=fmE@I
zu!?|aLaHHZn9e}VN7x4wCuOV(ksDc#A%_Jr8yeEk(8HM{5pe)wfmK6d3QmIJ5K+d0
zSg^PT(TJ2lGz*;mkk$r(QYNK25|TscPeSt~C?~=&A~%9q7&#Jmo}{=p35fwvegnk}
z0)yfVhC#6jQh|iQDFqb!$QYCo&~qb%50Zgm<n)HjhUH0?W1!ScO0EQ{$Hc4*AP5qN
z<U8CXNDV1D5@aq2gY;oyLN15tK=_y9{D?Zv3Jzy@PK3l6C<amMNJLD7Sddge5=l~y
z1f^<Z3`_SA8eT`zKQBUT#F8WNwObc5F2tTA!KD(l+ODA30L2Xq!*U~thQuc%Zs8;?
z^CTo!g3>Ob^bP8Tfz+X5P<}yR+<6fq1JVo2kq{BwB-0s$xvUHzo#+^!ixFyx$&V<r
zkhn)#QS&2s4Hee>Nc9{EN`I&rXB~;08$oPHPK1%r90|!C13^M_B)*;`WSzi5MkvIc
zBPpDj1m!~nhUG>G4a$oU49St<Xz^@=B~OCOXPj*-h%A<s0<gLgIh`U>FNlRJorB~s
zF><b9Wx$=kATl8R#O6p;lS#{yAbTJf*`F}KW76R8g@zdm?i`8SN&&I4_aQ-X2#HM)
z35j6{iHLuaSeU&?SSlsA7da4l5oRYePr}Lw2n{MbAQ+ktVfhhX9SO>j;PwMap^2k6
z2{Ho`OArzicOVRkO%R6HkFdN6PBWlXfWVLx1Zk_Hk`NgviJAT&BFJeKQBy+FF|j0i
zt|62sLFN*dBQZ?|=_MT_`x4@BOcETn(9j||KSsi02uy?G4unA?0-!MhNbEvLP@I#2
z!D$Yy7YWai3o-H}BwZs&NQ#G$&>C`JMs*0}NQ|5a%afqC0pb(^5DyuHLWfHINh6dI
z9#C!sVNh&BFtK?OH7~+=i1bBdJ;^LbdTK{)SHkiTq&CD(g6yDYj%1cY<Veh%2oWJS
zKQcu^AtI(AF$W_d`4B;xFhL-Rxe{9q3CWSLG|Py{mx!DQVL@^tjD+S$Sl$>Y8cQvS
zGe3g-2=Og)K18sok|QDUV#0))CqXd>i%STNh-qltV_AO=%6YI{h)jdTkuW6fVUmdS
z%5scZ4hBK_hByq%g~&Aaya*8mnMzEKL^cn`2I(ah!+e6`KSDE*pzuNtLj)TngJ_$8
zSbosl2#Og*JVD|OL4x8Gf?;uvOcR+ivE@imFOp?7D79i>NKS;2u)GMN2V;)Jn-?Lz
zgXBp3^(3CQDE@Fpju8+W5?>G!5t9%WBBnv{4#rsXBqHS?vp}f`31j9)kO*>$Mb49;
z6irO(hvgPz8j|<0lOQu`n<GIkM_^?Cf&7b#(P~HR{YS|9eNZlhW2D>&iWM6s8_@Z?
zOg7-TD@fddNLc)V;u#yppHiT*pgI6iBfwao9LZz=Nv}9aP@aV3Ll`+o@*~pP9U^ig
z%y*Dn3G+WXO=i0lTdaV@U@-@ZMPv+%XB*TMfU$EDUrHh=Pa;w>f(6P$xG{20gt4*b
zMVKhl8CvB?gqvY3{P_`Wd=+0P!t)|1>``NbDH4(&!Fdun_7J0Upg6{kp}7uU`A&9@
z1f_OZUWCwtD@TIdM*;@rK~On_tEMC)PhyV~h$!|v3C@u$Z<x?>BvT|PT_9mlu0yUJ
z5p0kQ5=N~dU_3;+g{5Rv8aY2QOG6++43-ZOG%W97r-{pv%#sN6U@U~4=x$&-gX&@!
z58*S+c}ODbM^FukKR@Eik&rlr#4m2r6kl!x$zjWppp;3VhD1&4pd2}9@*}v8M0Fog
zJW!ql)szq#odkyy5hWZbOqq<BOqoofy?R`61BpMhG8R<sV#|@BQW_~og6GAs&Vzu`
z6H<=Ewo8jy5hdNi`;xF!4W*$u5t0{RBqWc(atwsVo(~bC<mO0_T`+r5X<Ydc|ELaH
zjzpAVs4TP@NKnXQU}(w7@&={V3W-r%@eLCPr3}332%OT;Mp{YEk)RYmh;k$Y1FS7d
zDh<k!5Z|NcNRnnkK%q`3N1A}g&QW_Jh?vHxB|)iz$UKRbD`7PwG7Za<(A<YDS7ObP
z%+jEIf;!@g$a~mXARUlZblBw)qL3U8AwjxO^C1ckn~UWTITG2gFg8+-M9qW9JWy!{
zuOUHUjtxV~O>oJHT%v+<BrM<Iq9G{*MB>bqm^l)XB1uilj0+(noC7t!ifS(zt_PJW
zU<~p<_O>fHtZ;@TQtb!|al$zgk|$B(6c*PkZ?L5VwAL%Geh?&ufzlQf!_p)QEr&j?
zgOWRO<VR4h0Ob`B2IU+?Zo<t1sfA$NYG5)TGa+i3&VcN~gK_3bus<+HS&{N1?r;Nz
z7t#5V!W@aS^@=&t3QCP+rf53vQAW*$$UHLL56+RWH3Oh<K&>f3Ig&ts5|S5TB(9PY
zCJri9QEEv-Ig*Nb5=V*#r)NC*5tK(Dc?On?2+<JLAd-+um^?@=xj7Q-ej4USrbwhX
zLXNu#rU)h*0zDO2x`5GGOLz1f392DT>O(?PF(eNl=Zb-4L)=3i3CV|$kbtmZB!N5$
z3uzb)%XzqH8zx9RBI-#*yA?Fbjuj)#hk(j-NR5b{1j$1&O8p2*u@vS=SneTAL-H4)
zeIKai5X_I#;GBoc4<P>`Vd~Y7pq2~P90`iY2qqm8b0n5}5|qMVsSQGdY6kMsG2_C4
z&4cK+lj{qJK2T_Y!U9AiV{nLJE!)7OIk3D4qjBX$m^dURNy?GnQ~_&Sf$|&n+z1l|
zsQ_aV@+84J5;gze=MAbH2@4f;8Wcj%Fa?D#J`Br|;Bf#*%t1=l2$J(7D3ze6B^}f{
z5>hWf(j@65dY%|qKI!g9)q$K35o}P7#M*KNg)TM>%X`>qNR9-xcc5_#i*H;#NmyEe
zkMe-h5_<YV<%3j!F<PF)Rl~@ETBi6gsr4NsPvXzF7_tOP1!ml}BvS2&G6RVkDyTeA
z_>h|;Vfhh%j>MKWAY!O_5-mr9QXXo$B!xGyIS}1;Qe2KpEhs$DF*Hx=Ku2<5;Ry*{
zOcHxeM2N!jBq&Eh*MdNDB`ojZqAAXkWamhX+=Frk9l9(eKa!S<nI-X+2v9j(?#G@Z
zQF9<F50oFFvmUrY8zv5k8xRSuBS9kpuo%SOX2nby2oYEs0?|~=k?1*M;Q6@n8EN9^
zIg&{S4nZLZ!HCesWFc}NHWn;CL2(Plpx6dsSQ@}hL-QmgJ)x#COddoP@+x#(DVks%
ziJs^1^9L?RBK03J!vk3a6gJ=*5_ed`WI!<k!Wj9HP%jcQT_8jtX$V9@(iX~WBx$J?
zS@po@Ky()%yN(hz&O8YULl8!UEjAXme25T(<w#J=mBbtgN+sZ22})78$Mj)o526Z@
zCkJ<qBwS14azDI|gy%?D2w<ln;S$FZ2MSL@7?c}97@8vyu}4XcM2zr2a-<=XAuP?2
zpKj4}!{FeP?;muXun=Mbg%${d!VZ)hK^R*;L>5EjKXewz6hy3ob0lolB%!nclZU4}
zQu8FP6iuiHhqsN2SznS_M^cz0;h};(7a~L<`4O}e8SBV4ER^9icr+ZE9}zuBP<{l(
zC3^hA_{gaN8yl30Kv)N!zQB1BJr$C|9~?Ol-4&$x0KZyjjs)dJ2nK~eC=5XuTNopY
z!Qusz2AP5@M`B&K15X)9=?9+rNXwJ-&5?I8^D03R{AB|!_k-(5c$gsa9yS)K`4PIN
zl@2))+;YXACh^Il=Y+w+$LD5J<<RmZC@+C>BM2ksK5T5voCp&EnKGIqan-tmGDpI5
zBdA4#h&xLr5QN1mI*lz=po)Rgkr7f2Nnss1SaKk`J4nrSgw&&i7;Ll^HDs~#&|?U~
z2gM->BjObl%Lt5A4`Qnuk;RCt6X0uJajw?Jp9`c3)@vBKi|H=7-Flaa^jeaTTX58p
zNVk|{s}~VsWYmy&^CKuOAu)?eVowvOqM#g!+-5Z-los*JqvwRd#K-S)(qvI`q#<<v
z12tr^^H5_5!UM%01XCeLGDQ-ZC!wiuIOj;xLV^YPbO1tSAfmJcv0(8AiA7`*62lM@
zdx}681?5Oce+WvFmNHRQ52pNw=@wMCQp!Wglb}#U4_RD%NbJB!<k$nTVQ~wJX9Omc
zKG5VzNr^aeB%xY~<T{e+E~t)V6#>yC*RO<KgLRz%QQ-h9nb5)zx!r+<jffiv3lwjl
z_``-_ag8fQpo)Xi5;QMD(ikNv6*CtMHW5mEhpHD6T2K-cim2g=j|Yn(Y_VqvUf~L#
z0fDxSNJ}kX)kLI5Xj;UwGL)DcfYB<&pU*%!5wt@RMB`V9RhF=eu(VvEVSs3zVzQuN
zfF;j?LlLJqBp*UZ&=>&rxI`7jmnIN$ptOXPBT-Wwsl36K|FF4-R6pTT56z2^umgo6
zB1{RfP~!<34;06c*oKh!QwI)NXnMpw?g~wfXgQK_+6Sp1F+Va(f^s7GR1b3ck%VVJ
zKyJdQC!ryLnGazi&=A0x?{I`H=sXW-SqX|CP;6m~MRYMj=>j4TN=uMb1txK&KVrnO
zrT@VwMvPwwt3k<;pq?ZoJPDKN@r0cZie*r2Lon`?fma5aB5~zOXnI7+k&u*4n51`(
zBqLA4$8})&50!@co{ZcG3Uf%jfJjhG>43*qvBxB`DB;urQh_qkN;oCrQZX3w9&R_`
z@&)nYG|rKh;1znH7zbfc8Xyzn$(67)2|25Va4tlsAUQu$Tt^a{BOz`Cw_xEp60<~t
z`kbV(9Mtd!#R>?6@*{Gd!_NlgH^O){N22WPBsNc?<w!%Ud$2G=AAgJ?%Yxz>ghBC+
zni@#r!E+>zbP1Y~U?#kR6_V0nB!xMWjQJ1Ja-=lm)DgJfvDS_h<VR2pfZ_!dKg8CL
zkhsN65tt(2)+#K05t|+{)#0v>2B!?B4@eb(g&CB_3|UMONURV~LSmfgH9NRkVDOZQ
zoGYRA1a$udEUytq4@8b6IZuLeCDiB0ITGq`Twz7DxDB`!Lt1{cB&ys-%8{g|Nrd{r
znd=C-3gLcoSkRmZ3qQ>KhbcmQUWBNG<VYQ&QwgZ-#)_dS6O<ZZsT0KZBVvy}wmeF5
zjs%VCFx`cX?2uJQl93~srQ!aD_!{hIh#19T3X2;^Op!ujrVCUNSc(GE<fKfH9ztn<
zu*!qnPCh0vPm&UAFtw0)x1u=xAl3~arAo5uN0MhEL9-bHl_QbzB$B@=4^5^>vT8_3
ztfJ;WOddEV!qOIbsdKRAH^S~B&%ZETuuy~2m|=@70*MXMNl>1oLXJdQ%L7fDWadYz
z<VceDEkkN$Z1pukF-V<=Oj037T2YWA@wZ*6kRJ!zxjKaNA*u>k{vw@*=0rpoBIiJK
zHtBg0q63m6sh%h4njg=g*OBzhk*M_~10z-PqZJb<PeNjd91=Zs!1#!?1ZI(*CLuad
zQ~1#1L3}|vNkWb!C)OZ(beKS~55ib`h@_-121W)(SY0tPb0jDPNC`0<YC*9vh;!u7
z%YoQjOnQC<=^!#sLh=@QBqa7>Bt^LrlpaAClq&~1N7A#F1o@Z659D(y)R3^40MX>d
zC`gwM)=^h*y@*ItpcF<b#+J5+rWmO{hp0z{9+U-ZeIV1Mj*x?541qy0kBlkElaMqC
zB3b;%%#o1(97!Z-#uKyEO3xe#YPW)X4Z=8TJ>o(YIUYc4L@bfY0_8{$MouSa`H_jN
zeON;?_hEB2B!`hsLUSS_G?ByDl%oDWB$h!jkB*5;KNzY&DH4Xs$&uvcB3wC=Jk!W=
zH?uU%*A&!|=y3qyL*j@W5;Q)5oK{fwM1oQk>1h$916$f2s$wAjkd8rNhk}tyJ~Ji|
zq@<37#5*R5k=uwV`w{7qfswS7&GHnao}4@c&W~6|c0l5wc@feuSeG=*Q;2&&ZXyOF
z`<s|>!m0){4nQL0<VBDk9dODp1Gim4X~c|)Dmikf<~>~QCOtngE=0+VkeU(_!l)!D
z7D&gSILC#_$dkw^lbDnYQp55dl>Q+YoF7PSu|8pX!h}6XJ|Q)SgY1X61VVz`M+`>x
zH`d%nC@gWs0Yseic(sJ)N7OU|Nj-3qoYaUbWe-(xa>4*3Pojo0j7LtaLE;-XNhlp*
z$RnprVp1|l4J7SDNKlRdVPfkwCQxpKV9<VLq%}KCXJB%~n#C*$vYF`&#3c|C<UV3B
zvcGANBdv(s`GH6SuvCFc!}B7jlqV-G4%K{z+uh`Z0+Bh=jO19uof8o<7<rCRdP7c|
z#H3}^9017^=p<&I0;_=JL>P&lBVpn&`V6KiusjGh?F@{B<V6Tc+!{b+Ka<suM1(hP
z79zJ1W})Uo1aCA)Vq{J7awJ-wM1(Lpi*Q`QRN#(zR2hnLB;md!C>KD|K7<7EiNdga
zhM)=MNKnfbp6l@00dWb01gRrju27gGQ9~Rz4;FWXY4mgf<0Iur@=_v3f*u9}<b?#N
zl>x`F@Wn<GjxCT1+_8=+LsFhZO`8mim?;`0f{Gz&A4H;x<K!W7Au@|_js&SDF;8N;
z0X=^*ox$)kNg)Pboq-wh*hE0FM+jp}7Z9=09Eqg_Aty(|^CBojAz_Q1BotR5d2I2F
zPmF~0g`PGcITABfql$p?BFj@$F+4m_zQV**%#R?uiFXsap9!_<QRMN3J2p8`{1L*~
zQwB^Fl!CyRoOFmKIS&INazX;7)d~w+>@@!P!WPSf#fZ+6=&2LL2c>TiX68UZ5T8tp
znHM1<#N|k$TdtU{L%1Hqg2{t?h>B5i9HEdS9QK$h@W(LrF;+xc0p~_g2~SQs90u7B
zs~5-#3s4wBF(P!avGB(iX8ht5VcZUZ;8qo(lm(SXO`8xNDD8sMFggZ_lYt@m50j*E
zjzo7oGY81+5FetFB;-gdNC-1-2Zu4vn81+57suGr1hN=3N0O5Uu_oqWAxKVWAk~t{
z;fsxpE53-1aacM*(8Q)P)U*lXF`dCo&ma*{nkE@z=0%7Iu{n~gS`y@1bPRGi%!jBn
zaiN6>T?7jw@8OCwTycyoJ)nw#b0m2wa9CtM9G)O2M2M;(L7|T;ws6HRiZ~*5pt6Wb
zW#DuP@i8Nq4JC2qNJu>cO4$g^%!eC-RYCF}CP{3LJi~Mbw+$c}uq`O#Kj?W8!p9iV
zf%}}8uwsft4POM0$Xtm%mO=54ACsLUA>JFVBsn<}T1(;&Z-^{rY@y^j>~W4r6WCdV
z(isCIT5Lh{BPee|(l9m>mi|F`ffx*%^~a!z%#p;{0a62V7w*yo<S#fz^E#oh!XCoN
zqS)gIMHDlZ3H2dCsbe%pqQw=AOHQ5y*OH)6C4@2Kia?G;P7Ao$gi;yIXGk<WPvTD3
zu#^wV1;k;Dya=f;shlI3`5-RCR*FEx;JFdKBmxHj{?Nh|#;D>b`43wRqQ^6#bODk#
z9O?T#z|n)1ATv*bLX|K^jw@_&2^T|61NeEkQyEqdf&}4t5|WCsk<gTnr?rZjQz^-j
zs3zg(f!u}7y$~_{`4QxG1_oT=g+G*0WeMa;<aj2WDnKem`2H(M%wQ+U$&rjTSl17O
zLK+n#VhW!3Fyj_A?up@HOJmr52NxwWPvXxV$g)ExM`F*D#Dp`d8qAnO5<$c?Y6`%`
z(;+9_!DDk+Gsp=U#)U-YNYKtW#919!awTe<6VF4<lSD-jG*3e67VIRrKBBCaB&yYl
zoU`$>!7f6YK}B^pF*PJCY*0gt_>e|diIfY`;}a6wxbh&1IAaYt=?><X;ZBniHcYTx
zZz$o6C7<HSkLYnt8Xu9uh>Ra-j$~j&P1VReaQYuaITGw1s^mvd7$HK8w2($uO(0Ja
zN)cfB(Hsei5!{%JJV{);6=!}#k7aWBkQ9d7R~Rxx<Vny>2>x0NA&a%$N<<xrFo6&Y
z_ec~o2PyR<A|yazMow6x>%o~Ti7ctfNO21hz8L;2GQx+r9Eskpf%4Jgms~!{F+)V2
z1lLPM)su*wk4SkFJx9WKM<Ub^%7-v{BJ(5GF;?6mLvC23>%*BR!F3>())I<1=_wAk
zkA|lV$st5!j%3`36+&0Wp~o^Qd@|#Kh&)MbJqgOYh<pZS-D3hn@ErqS7MKs27lDxA
zIe%E5!%c(CMs81|vXSaX67wS@)JO?uJZiDVEt3_Y+{k1`PMa0t@{vQ*B1dA)i;!5P
zI7d<tGgQlypj?B55jpT4T8;$CfO8^DHSU}UlfhR%lG|cM4l_LYjQF^L#3cqvI8TzE
zBaz)cQrINs$r?g4AcHhNf})cuc@mbpn9hLfK~S!PV=OrmA_vWvuzZJ;#yOgUk{ijY
zA3*^C!4&68jJ$}5bA0tAV-2Y}65`&GN0O8$YZ&)3?!_JMh`7PRBEA&Hs*>WEf#*nk
z<F16-uJ9ZQ$!jPip&W^SO)IVIM@0Bhm?!b%NXCu0(gq_a<&Ze{fpGCiW08<2_kwaH
z_B@Ft52D8%)|^I6`k+#b5S=Hn=N))%#8N+kYD}Ct5|nT8)|2>iBT5ZPt)L(~E(pal
Uwmb<*HDHqH+l8s*QId=S0B+8cKL7v#

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s004_nl.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s004_nl.png
new file mode 100644
index 0000000000000000000000000000000000000000..1518143b4d86be116472f1d90e7148705f3ea3d9
GIT binary patch
literal 14050
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=C!~JzX3_D&pSGwO^fk
zbJjKgRJH3q8E5`7$#O25xL|>!IvblThj??>E8&>FfTD+s3YHwyJL(*&Qe+~)BjRXK
z&f42}keAo5x$EG`o@v$VH(rlOw%c!cT;~7t8QJ^!?Vo(R`T6{e_rGn<-;KQ*TK6Nt
zXr_<a<dZ2Qh`PM<%k=+W{WV|Yx_7I`xaJ$r^jWqpiC1+Izm%SwreN)alPN||yUt!>
zuFaPJxYzc=_E|n^!5Z7#^1rb79=%@b8lP`8^WMULhwT5U%UwI-@g=4Ah&ZqEoV9YN
zQ;cj^A9`Y+y7$x1=7$w)Q+$`D3pC5NzcrBi+otq!<Ku@F$}iYw_$;$L`eoUHCW-z!
z&wW46d@R_e`C|GEpJmNoKkpZwaa-hup!-7k89H{a1T1d5?C|>QH2I{7Q%{oX-c8DV
zPWHyWHRl2gwsjWt=g;t2wlC?GSwdcUqPt9YU3JKwzYZ3+V|N^sP@BARro;vfpZ9ui
zI+8DP=5&9T<4)hrZN8)bWQvyH<|&-ad$_Y7MU<#XKk7Yx=-|6UUsIEfW|kefA##x6
z{h?VFVsp>Ts<{5JU_;@K-A+Dgmz{V#O?f`(z3Di7(NXv4>-2`^-otmd9!#mao}?mm
zkO!niM)rEpo__@vS7UeVPMhKL-usM$`HUwPI^BmazPx)>JH0`<_wdxOhf=DFE`G61
zobh;rPMSk{g|Pl?#y%6K?^k6fzg+3k&EGPy@4%)REHgFqXR!2{Fikh*oBZ<2qP52l
zdAKJ;`Z!qx{woo(IL~qCN`}v};I1$`j%8L%zmw$d#Qc2z`9S5dhnxD2r_2if@_M1c
zCBYlwpC2qcZ9kv=oH3KRsi4|rokiBm8&}?IN;MRfpSLt(=i-}&Gy4ShS_q%{CiaF~
zS@v8p_q!K0Gkj!S5BqX%-pl&?kVpIHm{x8pL$%=Qi|N9LTh<@iXK?AE&GrXP=g!I3
z{Q1f~OK`HL_j<Xe?a$gd)gfkxu6y=oN7C1f1fOLhdv~&bn<d{?BO2B=k)z#n$Mnt0
zN3&G3PhIZHPuO%a@mzRfs)T02q}2ub{tTBBd9%HQ-hN7xnvqi^QF`c_LC^!0@P|R?
z_=*MHFQ-<uFVYngYdopeZmGV8N14@cQh~BRL-E9pwzFUAT+G)vZ9mJy>>nX>OixDn
zq18FQ#{ms&=f50z^h^0df$`x3!eZ?kxsPiUi2E}<4(MsS@FnHZso(|Am$lAR*WpVR
z?+bjOcaE?50$1<Smv0{RU0(QkS?fme2pKn-a}x>#)7v#OI@&Im1Ql*&y--tp=mz&2
zK4rdij~yMKoj!ke2+p!vyyLpji$j))pPX;V7V0(rxGWs_M|94@1EO=Jto92_g<Rfw
zq*u&Y{2b?D`9tq+C}~`6uehms;rxl80_OrAaGm2jd!Ms+^-GaQO4<uq)mu*TCl<D3
z{9V&oezs>`o$ns)7Gs`=f95k-?bn_aefh~FuGb5>)mwh@Cze}m$zSy7ZSkV#eO=qF
zEe;Eu`~T*`H|7gpW<3)zzb<yG&@6&cKVy1Gx2cI})t#)uC3F6)TzHjzv8S1@s@@t)
zlczZ)TET*^bL76PS(|$I7BlbWOrgTi*oCI-iwo_Ybhb)f2$oZPmtB|f>0rhZ-^m@T
zU-90xWIOwDVbWIFKDmz;h2_Fd$@1N7w@cRSSZH`*<=hKb&Z%s>9r)tpGLh-k3R}ML
zWbE;E@7yiP`S+Gs@3SdMXJwn@vXj>4&Actopli!4RdhL_P_?=6+LHKe4&e&1jnCW`
zEw|j6(OGxl(&q)4=Dfnw3q`i%NJ?!A?wo4QV|(gyXV}Vivw6I{dop`=bS5t>zkE?;
zZdlIVdoMWWMV0s&ntYg(@y2)WQQ0#LvU8f)G~D<9+`NBsx80(x5%sYbubYc5pWb1&
zqW{Ixk{9<fFMgQ)tMl@Fu3r_Ryk4^;9!q_B`SyrVPT#&w6D^kdz3BFK%|5y?*}rjH
z!^)i&Uv4g#-T5rp-zUxaOKR^Cvz`x|BL5|_)J7^7S{%NxSftZWIOF=}1+EEMdVIBh
z8L#;#hpt-iK2Ndik=FIsU!9A#zp|F<WVYn8jog>9XS4Wf=iLXc1ju~fa^dEzh7}S!
z8DA(ybv*UBv^#YEJ*PQ`LtYeq{>rlU)ded9Q$coH`}CC|j_0p9<(!;wB=2hbHUazk
zv@c&~E^_s6|JJlJZqBDaE4FSwDk9q<x2`o}%DlTtSJO>}?El2P`2M83Z?61X*5F=?
z`#%H4^SfuxWVB6X_uRhk&;GrquXNw9j{9=^lk0cCKCzaS5i;+dtf(|UGRLP??tA1B
z{aUFn!No4p{@r3ND}Cm?IkO_s{7A@|&UwH8JTkXa{dLoF(Q0*<>_bzu&y}QISt6Yz
zl;-ANU-XgrKC@M8%Ec#>7x*Tg5@NT~%{s|@@yl`t`^R%0mG3n#Q98NkVY<WbLsRtp
ziv6y1N-w(Z-%@vm^Jst7_7@pKF1O{or?qOv&UrRx1^acE;`xGqSAFidpY%tqexb?#
zhZ)&3%8n}fbwuU+ntZ9em~Y+rL(#3{Ty}KNfrlA|Gafx+QFp0jzj(yIq3+3@M?ZTl
ztQ<QWXE5dpTwZ0d!!q!)uIqI>-d`()yW7o!E?DXv)sg9&*3tRsikiz_wu@{0+v+~l
zJet`XQ?jg4qD%6EnPFvNgzzH0<`);2yVzH&eca+EX?1h=jBd#bP9Ukx3&omWoO|xJ
zzn<yi1UEygI}Sd_c`}yIu$!|#;^pb`CcZ}&A9LJnt)4oZIl+^$c~5bn!{&wCqPqHO
z@?W^Lb-NqQTF~4kG41fhy2|ap-ueGyU2ZJ;YT43^<K-QEsS7G37F$|<St>E}@WpAB
z^Q&H7oB2Alc8f^tk9ikgmWc5ulsLJ|cTAkgqC2Zx<NDg-YpZ`{XhvPQAo*4Bes+ng
z_y&>YVhjD+MXsOkJ?Snz*A^<wy68VoKi}%PKlG9%cJ(-%Ik$0#(ZyYr_DLJhU0(Z2
zw&R>Ji)`fFA2rD~yQVtuTnucfU9|MG+>x-k%j2$^dS5JXn{)MI?82+Nf0#Uu_+zH&
zmT90f`Fq5A8Ap!gW;|cHUA9Z^E-1ORCj0KG=MwFkISvQ;T=s}i=36`Ox!C@C(Y}0!
zSJRhfm@ekIzC1oJ>TOtZl!<7g#0tX=woY3b=0*JZ5o&Sp-iqL9i%#|!9ZD*_dn&tU
z=EWSAq%~ECUn$&j^w+HWCMJ^<enr{)Vw{^~;%d9vz5fo^f4+YC;oHlLK1Osse8pa!
zEV_2#bK(7#OwVs{Ze?@HKYOfm($1@E{lnI;IT!Qe%*qQBbdF9bZQ8rBb=pPa&iLKj
z?l+mg9t|qF`p}?#^@n4JBXz@;FMk=Pw}`Xm;>HZWX-TK54jk)PJoSsoqvgvEG;VYC
zWxN>5e(1#8L+vsiOQQGB*%@c~t?t9y_63%WGq!Hqpj~#+tBUWV_2q{V(u?{cx~56-
zUk+uEx1LwAvCi^yyySxe+Rx9cuQ?>`z9=)YD>9oST1ilMnYw_z5jWp<&aC#O8OuHz
z_?dqAdH9BI*mB`g?c=xeZ`D-nFHc=KGqS5Qo9VYA_uFN`-Sfj4++#YW7#B@$JNO}m
zwR3yQ-FwWs7jt*sk5ku=^ecT*@$=F_c8-fTSdw16N;H15=xa&V$Iqu8Ea(mtU(;zO
z#jrR?M#65%v&^F^|Bh+R+7M@XY_Z#`2a<f2J;%~C-PQ|Tb7H&|@LY8NT8VSJ81DX`
z^<v>Y1I4vYhmM=oRLt3w^mW#g@`%2?8w|n^Z@S6(9~SO-soj<v&|`MR^C<u7Mqz!2
z@B9~SV-vNiQku`d|2S>Jsidz~8xk$o-MJ`wC+P5l>y{?=jWhNo-C#4#@Shv_XO)-5
z7oC!y*^8=w1x~w>^kbLY`>(kxOe3}aA9y{X?P-DAq0b^0zGd#tXkjvJ-noJ0)x~*M
zbANb#E%@^C#jWcu_e&PJuLzPm`hA=2;rtKzJQ+*Z@tzKp;p3m_xBB^##g4nW4bQZy
zUSP>xUEF#9GM8S0_}!ngUd-?diJEVj!+n27$9ucCN5!~Sl`6_9bJzWw^Wn+o1&&-t
zRMHN<F?Zp9t@CKQNsILj*YbU8v(n5YcGi7(E4bwS7IA6Mdz)0{@<r>4gnuj&`7y_$
z=FrBBX-tMaod!R0FP^jN{-JvIq0zPrx$8U2W^ygd=CSE?*VdgdEy?=j>}^Mxx&PcK
z`LV_C!_{W~2_45Y1wPN<P`)p-cJ0rj`7ao!Z*0x0_T6$?#UMQL<)hx0A2RvYZd|&B
zZ?;$bHpO|BqIE?wc8NBh=cu?m-Xfwb*`D~m#q9c@N9JD|v?E==?@_Bt6{<>^Jyo!A
zyY-ec*Ou&!(EWa6dTp%z-#^E;RXhv*aZ+=By^ioaU*WAH!IF)h@4Kd5KlAA2?n8Gu
zc0D(}sBL_~`pFuhL%U^erRaZ3{r)oDJ|g!x*UsrNhmv~Dbk66LJQY;$SlM%+r`+{-
zcG|};u@Cc{N=|z3RrzL=z42e#sd#^zZYk%Rt-^ULjz7C3HSM_BFTuR_B(w0u1MCY#
z&6ZcZyH{YVxa;B4n3$JB$<y5%7e2Ol5;jRaeobP!Q@L=*!I;*Ua?RUr%z3o)_yOC$
zj!ql*b%+_3MTUfLiTFDw+H?NCsP);r)pK{Gd|e=rKXbzAztg9N8qQ;KwiVLdbn}RC
zf6MJlU-h1D^6HilH2I>jwcyad`j{=rTklK`k6*r~Q$DnFpMtlI@l65$BAvX858YgR
zUZ@=XHMcZ-PE*p}Isf%JG9CyWX;)dq@5KG%<0p509j;AIHAR2+R=wf<Sbcr}E+3mv
zRq01R-9If|5k2#%^98HfUN-MME_Hu3^4-2q#^LZp?PYqi_I5nU`Sm!IHUG=ztCMvi
zucR#du|=Ss!PYtap#=MfkH^`~WBUxsEdGaX41KP7?S0z2uz966%U^`mw{0(IJ6O?p
z@};9ND}POm$o;LyHW>#WeLmsqWRVxwvmcZOD~NGPeKWf7@Lg%VQGID@7r%>luF%H?
z?GrAowOc*C@!ap;En1%qcEs5R$-m^1`}D)auD;hj{#nQQn@N9d1UI^cAM9S%Aol4&
zz3j{5sz0WxF3RlwYW@0JY{^XT*2uj*ufo2+y3TX?Z_7hThUz1N*Z+PiIP~jD?xENv
z9sVcU<Y(~BH{;xLVQzu`megpy>it`+e52RgkKBIjqOX(Pig)!(TxUIwbGe^?=tECq
zt`NI_#b2L4iF4cw-*tYUb~yiLEB{QEU+s7P|8fXF9Dk`UfA5{wQy<#O=x+5q(k$1s
zPViG?>3?P2OI-htUBCZ6<2%Qh^9DCGqd(kJ`ePMz<o4<Z?zso6pEv%yx#;u#$Dba4
zI@jNEaxTl;t&&HA<(l3VtTb5h&Oc+K+7I(I@z=+lcYnQX*em=_Rq0*?>;4SUdlsT!
z&YRtvR+3{Y{`#8SBSC&g@f}x;mhatVTBCe+F3V?Qp=qbZ_H1Xm$#*nb>Og-~tNA(R
zznj~?tKW@2%=+Iu(S_%|O~!6n?RoD7N*cXcEo;}z7h8F7e|OuthM$uBzf(o;MRet)
zhwfP|Rwwu{HrVmM%7b1n{^<|rJu`ngf4^#5x!jh!eWK^h<?hOfw0zlEw`&R8cb_Or
z{%7enYa|Zsel>x0ZCCl#L+@YxnfZ2M>!pm>^_@3t%VsCFs5{<%8}YH`@x`mUqItG=
zY;}X$>IG%z@E$Ja$eH<X>0<Au3UA#%dWUu|YZCKXT*-3C_os`?5fT3;u{(i}PVzZ^
z7kjb%|HuD_*0%3n?#lH+e^IS>LIq!=sB=ZQ?5-uIAJ;|wh@ES{*>FpM)V=LnO7z}Y
zZqoe!N7wM^<OQ<jQz|w&U)am~>ekwa-5K|VB<3wnIQ>Om_O9@e=&Xn3g7-}Mw*(k1
ztbX~n<c@Gku>MZ&`TnRHudF>i-6nQpotK8}y`bKAna+DQPLsFWcPPK+;nVY#e{C+f
zTDHh7J1Jba{d8a1?ypH-r3BBHaO~Q+l&wTtH=1K|vB<=Ag{7Al7M6HQKkDTzh*z2a
z=KqB2=b2-t^p_je&THBoel6v0l<K^f0wu|fabkD&ME^bf*WTA-^RxpuWIEQ1n&qrN
zw)54bYhQ|PvehK;J^a4zQ1r9LxKl@>XXW`HysJIC=;CMpdqR(Gm~WLlK58u6v`#zV
zbKY0~yqGoe>hG?FR(P{r4=wQ&$j`j6YQB)&wr|ze&iYRu_xhec{?Yu@rkF2fucsEy
zW6a(4@zKm<i+6K9*{&V^Kj_NZe;eP$GkyIbpLp46#!TmgwOjIMYG35lJ^I?cJbO0(
zd*;1U`o9~`l|O!8Lwj@HTA}kMa(6=)+|ApoVtq3Heb?5%`fESCOrLvcU(&kOFD5a4
zeAF;M`=R-|L(=LGpXQW=sNH)w{Yij_NlNPSch}zctqq@-X0vOBL*3TZcYmp_jcb0s
zcjamQwZX2_=U&>8v@ZHZ8`H-}s`k?l^Y<LMoqk|$@4iz9Z{PmQo|ed6zE@A@#kI-T
zR)4$e@zLb*MO{{}_hI@QyFKcXYkxaen9ROeblNF1M(;Yut|hZ8B!BFbsY`zRUiJ|G
z*1J`EuV!cDU(@&~{`%asyH&@kuI`i81UY1p1MA&gs`ppD-Cg>OXLClDfAwA0=~F`1
z^v&O#`7KuXgLCfowy^Kt(q^s`dwq1**0mM0KECLBH)-#>Ypd^VUYNRGZ_f8$!4)R`
z!b^7@3|z1IgY~2P?LRS2&HA(0zAKtU81Z}S`=0ai)x4&EZLR5}Ot!_pcXl7$b!%<B
z(5uqORov(I{=0Hh%FI{wPwz_?PJPQ)rl&qVdL6xYU!V0?&WBUq3%ysmrPJHK`eCtp
z*sAMBq4`N{U$;5<eCNq{+ADb8Q10&e*qE%s?QsF?yX7m>53l^~v2mKnHO(FG6tBA%
zT+jb-#@J^;;C8n=auc7uQcDZSkM3f$m&x60_{frN@$8-5(re#bJAJ93-=1eK@A7vF
zYhV4F&}eDh|NqvGb&apT@61zDuC3Oe|6xhT^iQ3;ZIyVh#-2&o6F2kY;fvR#mFFcJ
z?3%fI$2q~fzciP}ss4Z1KVxR`!LrX+wyk=;YR#VRa$D0m46)+sKmK#rmQ-i_(9K-&
zE{W~&-Kv@E<F<Z1*701TXWdh^cSiTt#$S3hH7vN;IwMk1mAU54&IjiI4&09}3}?F@
zv3lRW?(H_#tKTi!x^0K8%A;>POajdf8|3!d3nbU++^R}GQq1Fay+~MGGB4zN{bai&
z=SOCy<ryD!Z!oQ9e30zlRg>8q_BChAtJl#LAFUHkCzOcqv`;zxYWF3VyGIzjB*Kr*
zkni4hPvWDD^2ND#j)<PJD*b=*XjSCDv%#fiv3@UpcYOVMWAY*YXQru3Y%A;I{T*f=
zzjj6}%64P4X<)fwgV3>1!<WYwtu=SEIqp%SZeG~B$?tA`e;)7NcMBgs-uK-2{DGo`
zgA48)fAmZ156}DhMep~W{_BxnFI6_ztvuKIZEh0Cw$oFDnKcsc2pz6dfOyGyd!g|6
z?YsO64}6le_Ievu_~-1S_2o;g<(ApAb|>Eb`t9<wyT4w3^r=-{Vs0l~;#al(QD*+*
zRqw8O7s+Wp`|Gd;9KLONkJa?@OQ)MS?&{k8_3N~f<M}`8>ckFneff1+?rxQH{5HjV
zKX@*f^@(i$nCZA(uU&jH%c+->Cb-Lcc1^VB0;iL<g{yaT&W^sjXqUqBIOAPkFQ5Hx
zp1wbBfA*KqA7?rveYhTd^}TTYO{c$wp-GSXuF|WeH3^sV_P%j7@>$w}&5-E1FHV%c
zJNm22`_9wo4>N@~%S`IJetq%#8^ZGo@-k*jsMz}{^Pr9P?yLVh4DWb>%n;DsckdCW
z+oIJsZZC@2liKQXaf&v}(O*^EXXi4>TN@s1xpp*K>!P?y2fw9u3HQ$JuU@ye^F6uz
zZjWzf$abUIem#F0GroTn^EcqRd)W6*WJ-N>n1_h$PN&Ive<ivP=CBAyiRZ6$iJzcg
z_hiZi_0=qQfBkxUuCXTSKv9(EBoogC5^h3q?~h!O?<kAU|HyLqg6*9nt*+CS$DLRc
zZZ%0~oxWZe|2%uehwAyA<)VxG{e<Ti+hz1~Tv}^?<X_*TqL7uBbhf^@cG~Cbs=L>t
zZ4MfgaB}{>ES<pdw=l#+wK66qevSOv=<64kyC1!Mp6jh(<NjTr8q23Kdrx)oymZ81
z(uXR2w*MMiephv?OSI`JCe~Lm^DMOQ>sqFgAAWD{+CF{e{F%K^=Y$=J&bk0LgI#x`
zQ_=P~WA`e@J_*&fLeZVClkQe=>}qNG`;zxV%RdV(t4VueZ*Gg0t+<|}vwW+7{yLZV
z4QlsFy<W7G9NPcoygEBeviGDX9f3&_;S+c3z26!A|I+^d{8K+j2VLM@qU-;Dr)E;e
zju#%Esv`T7N*|O4FZ|4Pq+9!<xWk^OH5V8nPsEEo_{==*@a=GkMOS4Edse^5H8=d%
zzTocl=r^b2K3JFj$vl0z`d!!UB=3?ZT>B!bOIA1Q&*hwZ%XiNjx!U8td)}-mc+Yxg
zcc?sHNnc>=$D3S&hj+BztBl$1#hv;6t5|gbkJY~|PhZ-WAI(+t`rp1uZhOhwF!p<P
z{B?Z&jSpt2@l+f&EV!Hc<>y}0p7UWH632AEoa@RfjeYpvS@l-!-lM`jj>qS3v)TK6
z-40zB*1Nx|3g74bwJ6<dCG<Q^=fR?G&VQR4_N97e+>LGhc+*P&Wckj!YuB`{gCrxi
znRez|TJOBrn$5TVNM7tclO@rz7M+DjJMK&UiJ$kVds;{JW3Q8ZlR<9YX#nxK%|VHj
zUw1Bu6)g_$vY&Hm*VnIAReRZ?x-R`|I#7Ccui(;@cF!J#??y;kV*FWlUe`P-@3*;p
zHS=>rKeqBH|MvgVYmPiHXcK%AckI6aBxN-F%zxdf@ZCx^O6AXX*2@zG%U7LdZ%~#@
zZ{l97qH!(U`BN|B!>NT!S=uFgl(!qB+mL--Y5J4A*n1_rXT-@f@TJXRUbku9llZ9h
z|K3}v{i)v2ly#Sf&sf4eFZ~a{<L>p_E1C>XeAzkAqG)$;m$%dQixZR19-nIR%cH<1
zIc~>3wLAa9ULBfTQ+nXGY4zP%LXyk!#VeT}*K^#eWj^A}<FM@f*CP{e&n@c}`giHq
zFZ)Aa-Cw}EgLdpLTcQ5*Tf_G3HPOslez0}4OEmb*e|^(+-UAWyu87{gCD!-XwOr(9
zP&ZlD9G!jY(Bzux1Gi1tOJDn+t^kGHQF8~IBMgTw#&>;F_b=$GaIMR%{p~y>=+4h7
zUY$A#izSBKF=5$Ex9{bgG-lZoyZPDAfat`JN$-R><q!SncaP5Rspw;DS^PXHh-3Z(
z(U8@*Qm>|%EZy<>tJID^2?ZgK6Lu`-W7)R%=A`2s6*1e=s+W62?3uCK<xso9zsHbj
zk>TNsoikhxwOcH`;p!5<%KG7_#|JZe4?igTB~VdzdCR=xQ*ZCz^{%b8(_6iU@3Flc
zxSVAZ=$qH=sZ!GsoH1S3yYq#2sd|hZx5Z{dk-R19jp^pTuQ}G&?5$AdNR0TBZf;ok
zvgLf@pW}<c6%WIqi^Ya7Th8xX5WPJ{wCkEk^QEW4jmgr@5A>`yzrJBU?SIF?X@{27
zY|MMBGA|kIypluDV}$;#ju82IJ?_QS55HU<d~kEO_^-I<=Y;2xo3^}Nc4*0(w${kg
zN;M*27bZRmtP<{<*M0Jkz5AO@uOzzO#eCJ+YbR*2=c3@b{r3FwpKQFD&L7({TZB!w
z`$J&Q|B5Z2+B)4|`dU=!sZHnJ^GIZ0s&~orY3?t7>^z_@q5JRv`zHfM{%tA-Z<ejQ
zo^7Mq6QTF;vc&(78BckI`!CHd_!8s8_(*j52VKF73j{Y``YzmfSo-XPE$p8*$n$Sg
z*^uS)afv}Z>yPDz{~ljFC9Nj6)cl~_ZJnS!k3{!nc$;M0S+nJz%Y#2|x-y?4#O^)*
zIITt8eTgOKq(cQ$AIhKj!SD7vZ$rg`dt2@<wR)=ee_BVz1>OC1zi-!{J<Q|7Vs}uZ
zvDvoiz$)uF-t|4+#YNs+$)P?!^wR1LqRN_&GJieRKd)QU`D{_}hDS3pf}_lIt_hpy
z?0e*s^Z$N+PqVUZ(^CIrx2f97mnPgP*&8==WzwPRhQFIHZj#oKd(j&I_s{uX58cln
zow6`(r)I>*zKk$Kz3$R)la7Y>EZ!t@`ConOD^~SNfrSSj>BUA=`b$lkEwRGu&+7;s
z<%`Rt*MBg1b5QQb#rj|O|9@e9w~XPdx8HWFi(41gMy|ZJ;q{g2$)Eo3uhxC|rO$bd
z==bM`js#{py-S*<^)Wx?ey_{ycLE##?Rw;HAG$s6+ndvNcbhUTd1}1fYt+Nck|(#f
zEIHG%*qW*8<?Xf6U$>Zx-SeHG_C#;lN}>O5Y5Uo8LSJ9oo|hZ6{?+u^f4Voh2wTfv
z{t|6q%-($dWovb8t?{ng+~>~c_XiYso4;7py7<S^-d$4zwT`9V+&}T=``+x(@AJ1l
z>l5<7$#4Iw?e4G3QG0)hi*|(7d0PAKXFXi3@<+`5W~%0q-B)7|+kdy`?fxq3@PEZz
z1J$qDO(t^YhVDmq==^{8egD_|lyB_|S<BZ{?DP9^@i*8(vv%c`MoIj-CjO;XhV7+C
zO(pMxxnGkdP0nb27Juz;T)H~!_QOYl)(@Y_iDggD`^)+DRe6kN{2JD~Qin1m-%DDh
zi2l6KaAj`hqznr~$D=Kg-}F<z9ba&@Y)8crza2a0uZW&I>&k2M>>JA$ei1K@Qu6yD
z9&u$#=A;-4Lp#%m?Z=KNmmNAAyKAfG-c_|x*H=$BeN*lJFE3hZizC;&*sOyxnOb>C
zHC+=Get$Rm&3qwlwxdm|`kgz~C9nNggztYQm&C)Bz!ZG){I-j2zyGs+e#H1UP$bWu
zb!+TC6_NN^Vz2$Lt=;`d)B52vyJgY)zpM#Awm{;U0q5%LA9d=xzu5jxsI)Dg>-sc*
zjh|HKvb(1gepjV_V_&e>thwTp-;SNd@_%1_J?$xVZDC^E;k{Mb=iT%dtvwYQ_UL}7
zvhN{ZA74YCjisx*mcMD4ZT<b?s<^A}=C*sTx%0R=OC<llCtQ;Kj&rk~9Ot$N4^Pb!
z_^~=>R?F-evy5iMzYY`azrk-_{%&#h_PUqx>!+XN{mrZT`o49(eC?Sx*Vc3&Z%`{O
zu;%5o3Dxd(+@17S^VV9Pe-c}6@rn1};NM>K?(kvJw1r{2vLEi4mlSgA&>Z^&Q=dam
zj^Az)-gj{67N@fz>Sqs3NcvlnvHf4xwyLK;e?8oGuC}FM;?5Pz-$g~NUoJ8GnZalN
z2;t+CidNm_W;?v{Th7(|wcTGYZH}IKQ{a19T0PILyyIQZU$@V;{;pUscjt<=@2Vo!
z@1HUMnZbYl8{+Inw=2UQ@-SQcX<Jbm<+1kuis+eP2lvjsDc`*9_Qpp)e?5G5u9o9Y
zhF;cc2mbH8B9E^Kh&3LPlk|TgF;Skk;W5*kO5rQ2zDxIQ&y!uh|Ht`ypO*MZ-LtK~
zJMOr`bS0)yPEJN+*=o@>&At(O$sK#FJ}sVD5LRySq3Vi^@6s~)&^7bdL_2SE4t@}R
z^ykz6b^op&+s~fOy>1)B)*G?^RN6Z{vzfdf@_sv^*rNXNf8{FSx+`r@CusltW&Z!w
z_J>D*Ep^>)wD5>*!$<kHZMPpLm5Lo+|M%+J2;010cTQ==6fnNpv|BFC#>ppESS>g7
zc-H)7bBv$P+E$_+_SKPn<wbYV*US0to@(n{3{K=;DGo>P{#qHh_urO_8~E+z6w}so
z9v8_z_4?2y@ruGHZgCgpTs!*f(kebvNA{Jc`(K2Kmz6!$)0wOTiOy-W^8Q{~5qCAu
z-1bjJOU#WKhpXI50`lzF-3uyH*3aN|k2-uJY44VIVb2P=>l+N-=bTrQ-PH=tle0gx
z|9`o@;M%&loii+ADkZaaJzp0d;+9;b?Y~Zc-$Zef*26l-w!hktw0A-D%qAU)W4d>4
ztG;3Wb!9O)flI|{U48sr_iok6HR0>_uo=#`f1>y*Vtq#Mx0J1N(WX!Jc22a<<yDV#
zi&&HXChV9&U-j-1?cWRKZ)F>IEI*_A=Ca(~R}X%5bDn+9U)gc!hvEFG8!V(IU!C-C
zQ+#~9=8nSer?M;#C;f497kiz0b8ShTlFxm;cW*DPea9cas$uCxnYW-3!FPw$RO@!E
z7Jgn8w1B^>@VG_Tr`x>BQJk+At1|C0eJv_lP%^dU_La5Y#qZAJbDn;P)sTO8Xu|xE
zMZISI71wkvmT}nby6WgG@|dr9!J+tqDifXRC6YlkAK(3cxcHCwNp8*ZrFQ$7_|~%N
z1%}^?G^w;Y6UFsz@5{Td5)V&V2r?tgZ(&2--B$~Yy9(W{ygsH}J8YKemh^qC=<CIC
zm49CyRt^t4P<VC2F6+DH{ugh*G)U^)5iVYm%@M63o4aM@lfD!DdTKK7UR~I^&?sY~
z*PWT}U70q%hnHQI*AA5y+x{YXyL=q;@(`bt)LrlG7ELZr+#$4cO{z_g{clCS+s1v@
zZiYO19%{5ETGqtNuzWqADD%rlr|j1>J`Fm}zrOyj$)%}(E{Z)&{(1R2_pMTG_26b}
zx&L<-&VHwS%YvItOSYULZO^i3<vD92>}4*loqp}>ua%jHt?pQ|cg+0aQWVX$d)b_=
zNpIWt?d9NG!d7nZZ>PKY-6)e>F`huZcM@kRmgjw)vn<+v%ew0o+jq$q`ui?u>?(XN
zuaI_0xIa%aXAV=?uJ`Z%@g6!I_ON%)_pkpCFdX-2FJ5s_wzFPtQFflzt*s2l)Tf_z
zJ8<~NX8EXvx}cGNsgxa0F0GBWH(eWk{O<X^M<Uvm9NEFJ&7bY`{fNl!iCrQUf3LkY
zy?g5X`h#=Z>-ApDn%$*$wrQp2<4uAe4F0`o56kHG)t1{UA*okr|7ewzll|2Pe0ThP
zmQ9%PJSM{VH_OpeS~0CtXMJrse$@5rsr7ow+3^pL=DHSJ+5Nlz-?L(7bEW2ix$Q5f
zfn6kOwzlF+Qp%1ae>-kx@x_W7Cf(_KcV_O90=G@4=3n~|7QJFgX;EErswLN+qVD6m
zmS2Buy<0C`8~aZ<Y>xwnex7Po(e*Q1OpJrhq$=MPs{iIJyk&oyn18&p#hp++=UrDP
zrn=lReDdz|w<J5|$fvBPd#;M@^4$41IF$9Q#I$4%{q7Gtv=_$Ro%-hz)4sHAugrB;
zcV-+dF>bF*v+COEa`|ojsiKUgZ`YqZVi!^Vtom+wOoaWWJsN#Hh3ffwZc|#Wo3H85
z|6UdQQvbXE%6potUGMk2lP}e;?vOjb`Py&3x-_x)kNM0GOkMIaReu>=Kkwth`!3{6
z>5RPZ^CS7bW)#nL`qN`%k@TppO7iLk*0LqDW&b_NJ-R?>=Tgtk8t3gomCC#I`*yG1
z7v1cCy<U;|Vfr!7_q_2>j=b)?ciE#PVclf=sO@rkb#9FJ|8M{Qr>Uo+`}B&uuNTS$
zU%b5e>TA&7^;eR#k48UpeY4NvU0~w&PqQpmt3S+i{;@RrMDMRzTlUsONBi!5v9~Gd
z?~R4gGoKn<`N#ClS@l+Ay5N2l+3=Nel7%g&Z&WRP`{=^Wzpthi#=7R;&XBz4Q89f%
z{;tlu;>T@QEsOrjQvUIP;-5IB?Ju~srd@I|iObt=#Pl_0(atjU|4W@W{(D%t`>S)>
zUa$FL<*S9mZ}3MIa9i!p-Wzx6(3<aejufqQi5KYjDt^#*?T+ZLcN;67d3|9OeZ6A(
z>OiS}y}M24)*qkS>p0D2|DX2hatWCsi&{&SJ|?qVd!bc#O2+nM+9M@vM{&0WJ9l5x
zUc9^OUfJ%6se#S=5;Uhh5PO&Txm<hssg1%rmv$<BTWqgf^Y3&0(?qUQJKnV3s%;Ws
zn!SV}clG7Y`A-tt-97|A`w~9A@a3JgkBp@ZosQi9_aXNvkMLgh@{M+zE-cqSDs<<N
z?b<cbU)OqnJhL<9?Bo}`x>Mfm<yd%|^YX-Vs<Sfwi|VuplzDSSg)SGi?_BJuC}UFY
zaA)eBRNF7pn)~i3z03bUGxw;<a+cZCYqfPFYrh1&IjDQ*^0HT9eHo?m_NWyV?#-}y
zZ(Gi|S3K_Vg7cillRB)~4r^=vd-_eBMJVy%nnkvyZmstZJ3bNWtDf%tI&bM}k0mC~
z?{}^5h<T=$q3u>>{&0_4i>|Pv{9ci2gG1LXcTHvf_+s&QwUy!F-F-suUG+}Cy>@=-
z*H`BbJZTdw6W_q~XoJuEZP7nJrnU(8=O2wf**neAK6hjE`i1+quls4?zV{Q8;ysH`
z%9Rxw-x6BZFTGpUd+qhL_7n5l?Qc2B@3r;ZyRP+x>iN9w&$eZ81PdRZ+qm)T!&3WH
z{*;e%j{bUhZS9|1Qim=U%ddX@Flh6F_Oi@NYx(L^wGHomT=97pQ;qh^%lS#n$9~>g
z7%l8={B%~ngtGpPU7O;z1bAG}`#UFc{X3qXT#0+}t9D=g*mC!mQeC=j-Is}XTcmeQ
zG1Iv_*<(rE(fg~fx3q|x3kvU>TJ~?t43E8=7$5I=KBe?^>DoBqZqvCR9{zcGZR*rT
z#U2%ZSAERtx_Ve<?W4YfXMWxIcWFh0?6tL$71ImM?+AxWxA&b?-59OUxpKnm*GDH9
zfBtjWt7h-7w$zVH1?-kDh+hA_idX*7<*-Rc2Y#DLb<9&NIz7$u_3p35QG4UIO@3W>
z<V5(VkfXmArf;vC|BZXi{)XFko8mMTKCNDDKS@|$p~!o$#8<{EB8!&qi?;o{t5p21
zd+Up7p-<L@rq}Jcs(m(wAz3xX%;<IBcklMRTF2Kf-#ilE*7Q5#=<iN$wGvOsd%I0G
z{(0q9zh3CxB^REW{8zU>?0OUS&t!Ue(3&s&xi5d*eP8cwJpEun<sC_h(COFW*F;=C
z`aZ{F$0Xf5dOMRF|E*{|Ryw70wep^gaXq!+QCk<5zE-_#_DJUE{S}A)`$%6u&|w)T
z^=Fe<MERchHPIlw+|#%0+U&h0?q!dcQ+oH*zm;<iX_rr|);{{=`{Gb(vp3hoE6&xu
z_@eESe1!8o@9xmL#-+X5i5HaazDhVSd%@Z-GLOo?HF$G<JXUp6d-~nQ(e~^AzIv7O
zcf(KLJvx1N;xxk?)Nf?7Mr@B;#rxPtWB=Z|oL}NBPBXTCyt``Z7oSJh%bHdf?O9`-
z;;^yq*!p#f3$IJI#U8r-`l#3o#_F{Vlgn27?Qt?WtoQJ3^wD31A=`iP7%iFG^|ku-
zwXlN3HP;!B{*v6k-Rw=6`;Q4;8~J7(j?-RHxjnA^%Idz|AzvK09tv;k`kK5w@9&;9
z*FClyo%X$8RAu*Z_U=PxTY0S)MBnW`vTyZQuj$K$mn;j*X=&SV@svgE_E%H1kGxfX
zbXM&D(yNZ@*Ol*{3i+me?fu&5*@vI{-d<}`CHBwqYm(`frrxk)izEL3=>Ks!sp3J{
ziw^IjdzXKnw>vcZh33)o?|8qb-<1+yy-;+`W}`LH+#IpnudcQKx4!<#g2}TVJU-?T
zwf$Pxd|S3W!#82G7I5BMsV^e2m*H&E%6(-&?0=?ApZfWD{g)Tl%D$d5zW%xN?fv-y
zYU`|JXZ6-`zrD3GPI><pqs_b*rK*xXKCV6-yYIr*=%XuH<Mf?{BUN5s3wx2`ebhDG
zadYSWBkSgRnSJusHonc3J0G+}h#@9@dD2pA*~qx{j>R+AuiX9h+Vc4P|8i@-Us!u5
zpV1^b!?J4Xh3Bjh+xdi+Ul3ilxpMoZiB5N3_qg!Ry6Ce}O)GJ_=%uyM>t$bs9-pPT
zZY$5Mvw!C@M47N!*-u=Xml`F#XzypgBaUC1rE@Q>ExD(6?%Eb><-krgQ};EUQa6&G
z-uZRq@9vHBcSrBMkd(2l{L<Q67Vo`e+|_pkhOaMiu-X!<wEF8Qk1LBSeZ{gDv2Ba6
zwB7yn)|R;L|88R6BTi;*6f1w-U;6cwgwa~x3+pQ9KZ==kxL5ARTKjcZwUsY&oy}{K
z`llNHEnM{cy|pp%wmM-_M%-zNg0HV#1go^#@y{h=ht8k(eESk5JHs++zCZb=XLEWH
z&$n>VH`kVZJ@t9|!?YEX?+TY+?+V+$v1&$#h=jxIYwsRq%sRYOtXz9-m|Mj9GtSW_
z$8RSEUpeq^)uQ6<aksC&-aaQjcIWzSTXe6<-!9cIzQyuZTsZxTz`N3Ud4Fa9eOxP-
zvEcfZ59VR)r&rIZo;h!6^nTU<Z*}xm>n^<f;&75guLV!S@~W$8hP4*XdoLxLRviET
z^8Zg^w?&q-UM`K`ow{M?DvQMJb+=cCzgxj>+x7K$<nB=Gqfd@_nzmG*eH(Ub^}LC9
ze--YIi{$#cVdttFFRop$ck31pKfu4zC0(|IJL_EcR;$w2{gz)(z4)pDO3IHP?U{Ap
z>a%Owdqex*Ut@kfwKRa=dUe}z`zKY0^8RiMTYvra)YX}NpQo-4uUgO9!<qPEO*Fr-
zdl-NC?5k@_LWOHK@~yu9+BfmsP1dg)HfL3A$}81=kTvV`y<MTzN4BV*TPKufzA-Ly
zWmwBmt7VC?8xFUnieEW=Zk6J_wV$uA-tuZ|{l-fnU*d%8wtrt=lX|C0WOZ4)rk>vh
zAw7$w(ZBze|Ld2&duwZ4b5?C=e_m?z)eqO^rN6tDzrBk0__@7Xn&PA`tc~V9y{1y)
zywnzJpTfeXuLZ~XZXL2*cKJTb2LonBA3xi~LvtfoOil84P07ps7gQInYE=AgsoXF3
z1%GEfFxn&~&$iZmV_p8;C<VTaLhEjB%;L)z{I!y^#6Gb_YvP1>>C)Bz|8CDcYrCpA
zVf!xjUHw^~s`vW+>D*;1C&RYZeS22+456ce*AAFgXY>i|S|t=!&%JB~n{Q?8_Fwxa
zy|}vJW!(JF-~V0X-hKC18SlJ+hUx`%p|OWw9f>a2wiRv+Thr*tnRrTuCyh5sa+yov
zl&J-mcOU(=vvm8VkA)J;lT4o0?%L{j_+Hf4gJs+G^d1)%eNex?zG_k4-^*oRPtD-q
znI-z#<&lZ@!%e}vz83GUT6#S=VNut`1=Fv+&SG!9yNgTOca?9n>8-U@H|PH7{<C}A
zh4rg`us4-nGcVLUdO=I`!nB<R3N4PC^X7WYNwd9Up1YAtb{ebhJU-{p9=5+~)12mb
zu!|n<s+n+e?e*xrVvFNLKjw2>cD#RN=@iHLOPuS|4weY8^(L-y`F&`LD&H2Nb#u1e
zXj1cTd3LV#qLxE&UHB5~2-|4cBiurX##%q`zIw1*$n(F6-<k8i%WK5H2QkP7G4#%2
zD&EM|e9RzhQ7UK&YZUW$U;iA($x9uaryneNx=4`!$SDuSrB!8#idu)euLk}swR*IB
z$Ml#Ny+$vtip=Qdh}|7J8?-KV%cMu(W<*J`YEPuttWQhD_D=XIuF;*SxGvz<+Uu{X
z?lyg%DEP8~xln)S1qss&+Y2SSIIgYT+?~Akq08N0{Qv&gSKXO!kohv>)by?`$Fgco
z8gq9XO1XP#<B6J*P2Pq2k!yA>5{fG4R#WN|ef{Q9inivvYv(h+di_olY;#Yzap~d|
z=Z}v#UN08SIV`HR>+7vuah3vn?#H<bO*=2}E1CpZeKANBD|;ET=6>{cGm-Xa=faJ3
z@9wPS;YoZFRIu{f=a{y?zPs-Vnw`+vQ_;QsbzrM@NJ;j)m46O~Jv_Q6JiTgi&)nOd
zEollSp-Nje9?*GnX=U_Z8(-cdKf{9VtewC3tJmpe2U?CKzIxR1k#DO8gZh`FT9LiN
z%(*+9T(`e^U35bCTDZd8AF+1=WvUXyZ{>*pvTSj@adg*LnMWPjGnPb4c8bi{YhiWD
z;Sy`7>ZDjJ!HAASj(4kg?IzntrEAXp8Wa=EQl%gmrN^iHHi0W>Ly~Q;#S5vf-CsXP
z?Y*>2a7JT{#QxBdrtC>>7xvvy*j>IYL6Pg|-BabMlfE~4zno%zWU64Ey||SD(_Y{I
z>PbhdqzbQ@{yF{sU;K+Um#*%q`}Ersc`n{`Ro%N_?MBDAuQ><(MCR>^wtsU~`+FSE
z-5sv0^Zwp_Uw`_})dic4w+f}la^9WL@qhd7OVgt-y#8v?C2t&kH9L?;r;qp3t#s~d
zNhcid&ibC|{jxy#i0wArYXY;1Me~b(*-xAvA1|>>sw8V!+oK)XD?a*GZM<}cH#2CB
zeA>UOUpw;7{$97VWYbBh;5B@^N<?2@`>yJ@XU3!bIujz+d@137)qT~|%1Jt9c8^q4
z>sE=NYinz~`6T1FOgU!~&)jv@`S_$+d8v=GE_lwI)$OdmY)5paqm%Y`=kyS*Os=;R
zc|X;iW?uh&lZ>tO-Cf1v_a^xr+wNd>L8);6-v#-cf9G=uhxeR2am7=nR?_sY*KE0_
zzGYFj#B`?c8fj&oj5ggY-<*`XJ@4<gSM$QkX6%txluezx<Mm>V)z`PxJ31^+ex=g4
zuV+)<(w}`!&o6o0l3X*D*QhJAQv4#{-B;J7_w4<l^5?Mcv`dQH1kCG1Sij!d5M8Rb
zY~3R!u8PR|yuFvo+!qRGYH9MVotpdU73a}Y_k3Q4`KNAQ#`N;XtghAeT*nf*r|YP#
zV~}mnY}nBj6L;<Z_xk_&@e3@&7T)f2O1~HtC3ijU>#T@1*Z<_5wPpKXFnMW7nXC)5
z46Cza%$haP=XLXxxWm_Ie)XCx+uFBa_7caqqtk9GEWNdbJ#dPX*LJH-uS}oLV)cG`
urK&5<f@PVq%9$(NJh5U{O*_B-XN+GFaWh?{%$R|Jfx*+&&t;ucLK6Txe?d6_

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s004_nl_rbw.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s004_nl_rbw.png
new file mode 100644
index 0000000000000000000000000000000000000000..04ab6c75e486f4bc64188cde6a84a253b59110c1
GIT binary patch
literal 18677
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=AH7JY5_^D&pSG&0UlC
zGV=QTV<FsIr(JW({S%Pu(W9ssxL;sVXYUK~Ua6jAZbJKh9F%yv^nglVuUXH9d6t(S
z8r04W^P1UoRr7>53!B%%P-%gHLIts2IaA@^t}E4=`Q|Nob?f)N-}kN;|9$s6?)u+t
z^S-_*j{Uhb^Zd<f+w9oy|NqZ6tzKr_-rPS5Fhk&c<yr0fziY+5Y@b_I(eC+W`_CUg
ze)z~{o#@zi;o0G6qec2p9zT8@Y`y>Q@%K*_l+3y~-zxpb&a(y5f`3=q+1c3@W$?20
zUhdr2yzp@U>&DvwFZ#cK{8-8H{HlMQf|Ku)1%<yZmYZe#aGYBpZTTecYwph<Kki(c
zcvgPt_3*!w-|HP%AO0fxjda}n4{G7>r>#D5@awLW+M2w>8*Zd#w9BMwM=sdR^h<J9
z+w`~lABM-?GY+5F{91Q`{DI@g)8`-l7PUY@W&iWq_k9<vb1yXf@_f~P{mFAPVe<oj
zJ$6KM|MIM<sqwRp|8izC*SBj-vWm4<hu2OFY@3^YHJo$fB*nbg2Z68DzkK|7Ga=%r
z++MMiRSU|0y)1uivzl#3yUd-ng7cCc>{s>opTCj#x@g1p#_RjuZj>o;;j2pLc(pdz
zzNRp(`)jCa-qSo~n~9r3C%<U_{_$g`oY<Nk*JWH*O6+@$yUe!dDO?NZEn2<k>{`aX
ztn%{mr#E<)@yY*M$ZA$8nx(|KSGe+R`~B%H@iQMgO_cwg;GnN+93CJ4GVET;PrIG%
zGBIzo9-gR}QuZaNrl#h~1~V}yOI4i@T31|zx|eVTL{Boe{ai6M`mwnFhb*ppK8#=Y
z-f`yB+s1Rg?|HW4`eVnRE6Ptx5#1JekZHY>`vm(B^Q=n(q($y0g=$_4-F|94&;8Tc
z`&M0AZaIzpx!I(Gjj0u7EsPPa`lpXSUnmupBr2xQX}yQbR50?4(8BUr3nQk+ecjjB
zp0_ma=fd0*yao1xd8MNBV)@z@_S~D^fBvmpS%T=bGaR#HmMyp<nOFOEYuwU^-YVa&
zP^oG2uQGq1FhwUks?9yEMNxC{_2-X^Pq!`9Kj3!tkkRvsql@dy7v@}*%!^$hxiq@C
zO1Go*p>|yj_ja}=(bHv%wp&)jZ8b1X{UTIbbFNC_Bhwpy^))3bKSG=e1*(>}yEbu8
zNse6qbo#Y|vm2|P%6Sy5Zp!Zeu%Rkp8rO>2Uq9yDH@L<cF{3W5R;uFf?|WMv;svUf
z&(t`$B(6A5w>xxK>4LbO>_TNH?y9Mto-D=WJk@#KmE+HAp0(GT9q<u0OHoK&y6@4g
zRkwGCN*TPowj}Q9dX>AY^iH48ZLU@*nk;tm(+0PLJx@Cv_Z~W)zQ0%|Y}rqZn;AzV
z>TdVf&AGcQXnXl;qXfV8soOujet9jh>Zu&Z_eg^`MJ6`u9~u<7e+*74J^brU-i&j5
zq9YpubxKuJXL@OHJH5Q(^gZ&3)SW0X?e&(Y*4|-$Xy>^_>tQBei(<_6)kls$H#w}s
zWwt@9TWe#4Dac3aA5`uCHhcb<S`vS5?Un4=(fgH_hTqG2*A{PmZY|@yi7n5qr@8Ib
zs;N=qW1i0Z^IiK~mG=JsSD1FsZQiFKW;^l2*N}NlyOsnMC+Y6~s=e;(scLP5!)qS~
zFxeQ@Hd%cCXt1uVrsf!b@w6w-^7~jC^IE?uZ`vDLwN&4uc_CA7-r1K^<IN7QeYoxT
zuCHH@SDAW!dlVtqCfHIFcj(Kk%Cp<|mO7RnIleqg&!{CwR`IjdiM2Vi^yFTxN;u3}
z>zE<0y#M{(`~LSeS9tG^t~A|rhdKYuq4$4Zu<zhv{XVnBeer{buQt2cSS5rp3fK7v
zWV?tTJAT|K{H5cbbqRX;32Uw=uID&Cvqjb4Db+=6zs?0~F|n1AcYcX#?hRU#o5%b8
zK=o#Ud2_8N7R+pUKB<}AS7L_RjH^nn8+WDDzEYbwn`<@OjF%>B1QJEV6VFc$kaW}*
ztU7+E?#``c;ageqI%oSFD&Ba2;f0NYYnnuewAtQWiM3vbcf_<F%eu-jxt7J+Il{(z
zjg@Bi*0XB^v%bhKG|{{^dH2+|r)rZw1iUfe@tm>RRN@NPy$|O94>8@I=)C>(b48hB
zk2I7xZc3f`!up0S@vKzBdC#C_LSD;#uG|dS_{qxU9_RbbJl_=zyQZpNVtX9eHqpAx
zajim!>7iLqE~I|0tZ2*ZIALIzTUoLulKD{9*8_*#>%N!QC^(dRyqIhByCi#U+)j4a
z2-)pg4-3B>STQB>Ph0m@)z_PiZ2oZ=A33nLkZGw~k=@h)8KJ7>4VPxRuAjYgtJnHF
z%}v=MtDZ*ov<hze@ap}~Mpl<AT(2D>7OCuNvD=<g@kHpE+JQ5wkxpj{gs-J3SkCv-
z;N#poxmmCJ#vQGPkv>hGS^{@gC6r9wz`=TB8Pl$5cF*l>9&>D7l<-MOYsZ=L235(!
z)$;>4eB<hJcKoWc@btH5VY}mYvT&Ard~y7+MD4%~O^vYKDL0vv--us)`o;3{!;5Y+
zdSrO+GbZ`&nmY9btKHmJ*Ytm>pLcnre<|sAN%oc1HC#UxHs8^D$m!SoG1+A@&&DjF
zX?hEyUlsQqE?&DSYsrEuCq!0nTIYJBhV$;i0JW-j!TaSn_dC_QuCO_(vi*~v(#OIp
z!7e9@n7Q5s98}gg_<63w+Gyp&ccl{9O9N}qWmhc9O{zV-G<v3Mk<)6nh&s-@ij|j(
z-+M)we!A8FPx+U&(`(Ib<*$nlpG@!U-)ZxSDO~U&pQsI!u+6)RH6JgZ*D+YMy5{EI
ze4Y)gXE(I1yIw3Sm$Et3`J9B~(MieAcJrBS5HgE*DrDKrqM@*9#i|A2QU05jMjWpF
z^sn;{!}r6oUOWD~&1i9C*&F6*)>SHf_|?5%Z)z%9<|f6KX8Ra?&TXpAZu+}F;DE3{
z>k{{@wNjcdraqdS^DJz4gz_Cvg>`v~8zbKA7iU|{tQp42EVCdY-Q(KVs%geCE4$_d
zN#8wHX8L)b{2r$l3Qn_2CSB1!sy_2!*gfaw2;G9E=G^fQ3VW2=S{`a1N)g%}%Bh{)
zu3CEdU2R1IZ(eGTO6o>7i4tDzkZzrANqs(|C%1?1@=p?cEwKGl-tkEVtDByiim7R_
zPM*2=;M$hZQwJyQivDhGvnpz%kv1z=60gCF@D1u^F4d7g-Y$%LX?HYdd!9lV_wAL_
z7*~sDKj^*xG51WRw2pXUXz9}0G9#N+l}WKdI}Vh1%_zOgWqsWB?^gd>vqNFpcAvZV
zU*TErRuvbUdDU<Gt$L{g?WTvkCstV9+HiZ-w3$9aht?!K%T7ExX~X7SH|&<n&J*z8
z$S`@Lv+D%UUY-qE$Ch(_tJf)MciOu*s9xx)Z`anFYsFT7df9fEIVj`&xq!8i>$hkn
za_ekJwTy_1&7U94d%o@Y^yZlw2X5>&Tz|c6wVZhWQ=Sc1KQCA!vb-q!s<ig}Y&jc!
z*H2T}t-m|lAB+%kvtpOt$R+K5BmVm9m+kIBs@KeK+&MMD)yZV$b=7NDFH!@HS#R$)
z44LY(Z`Y-UiIPcorv{z=5HUI9@HdaLlMhXOGN(p}uJIHy)8mYOQ)T<~gMpb?wu<64
zhRuFmVX5~199vay-dKA~p7n#~H_rZjDbdR`It8><PfLU!Tqct6b<&RLazp8eucvd8
zcx5!NzPM($wC>kW|7{1oLmlf~+jdV4?`S#y$kwCcb7(<nS%s<fnZw2N|9)}Wnkac9
zJMN!veXnF*+tI)c4VE$M)#bXbz6+D9;Y(X_KqySjVs-e%2?5gGp^*>r|LVtwo}TdO
za?-?2apuL^?{E5@uVS`YDf6d9=<ceBi8_lb-h^>}j^Tdo9C1u#-Sx@5YqLbO`FAs1
zp6q-y<hez1Xyl}(pit4s$8t$~>mP2m7ky~^WWhzHki>*3(e9C<c3*pV#WOzWe631}
zs1oy98d_}dJoUx`l^oT?-FG)c^GvsMUK5{IrtN&vWctxv2gGWh-B^|L%wgJV@9ln9
zv(K$PeKKt4RC)0Svd;qg_Z*ye`bMbt-etC@Wo8|fN_=p7gS%&hKPUIQyt_#|O6KuC
zd?}WYG|8Z2(qf<VDZ8>l%?jjf+y45vZ7NB+w6^_lzU-O2r_1N;4izmsS*P~+ru5!>
zzZY^x9o0(wH+h4v=Zyf?>~~djtz*pnTR&tJ8)$pZuqjf$rh3P0<0-3+MbaA@<E-zV
zdi}k7YV{3Kx2s06=BxI8caHzGEuYI^Md$`@&l@_2=4nNgt!19C__?iopK3trRr47~
zPt~X--YU|u<jdzhQ+06Fnrq)mq`nzzo_zKt>S<WqH2K(PZ;q^bVfe<$BxiqCBroUh
zsV%voJL0xWJPng`7LrRBYE$MEo~FV!{b88zjj2J(r`GChn7AZb`pB)9mm7j!-7CA-
z@I@!|^qYx(hc_t*ZPVejUR|)=Z%)S56WaGb``R!cYW6u4p^~`m#Lj5bMPF_u-;g=A
z_H@15_D|i`fk{t4&(lvm%$CF?>798a>f|QnmeSx2+nzl057mFY{?CKUb|R~fuC+O;
z;^QpD)_tXGs_jituk|@^b{2FWT@^7kr{QOgna*sd2rJgpt0yFtZs(i*#5+53z0Dq(
zGmMGzJkG7^`5GBvD)jE#8s6U@Izp9HqXTq#SF2=y)X`p?@P5*U6YetJ4%vs6mvJTO
zzL<J^T8pBBkC0)P>9RS#H;hlMeZDkY_1fm>e;QIet8Gr-(7qwd%Dp0CqO!Pe`F6fJ
zp&Qk{o-$Up`Juui;2CAA9@h3xhr_%+t}3+N#^U}{eibP*^_%BYY^;y0&Cj{|+V^to
z`o+hT!j^{53lo}Wm00BwwC2p~$ZpdGcXk!;4O;Vj-~Wv!5@n(5a|9BFMOim$ZO@AQ
zapSmN*vjyE)0&>oZMhhzQqOmw=iaig_Vk-O6R*By-S{bTPX5vJDLc=cm+_vatFUHL
z)6@`=JFC9DYRjD&wUMpDk856ukXqZCee3S2t!C4>7Q1um_p;x832dv|rmkPNI)A->
z{AKNE&!VK-rMtHlU-{LOSNnBw{zFC2iZd;aiZ!vJNqdh@<?DCro*TAl&rF4|d;5dc
z(r@T~mHPL_So0dg-vzvnCd=scomTCRV76JsaX#W;hrmCLhS2?Y*Ph$?Ri)~wt;@!H
z?}BG=ebtIr)~QO}DY9mHlWc#0V3d-bOkVG7)xb5Z+dq|vo?(9|y?WIz=b)E|Zm(|9
zl3}v<_-G(=kj>-psWa?*H_38^`5c_&Hce^sGoh|SywOs6-PWo>Yb>{aiV^i;E8OVS
zQ#JL%B)5u{O#J5sa~$5iz53~uRKj(YHLEVJUGMWUl>4YU-}IxcLQlh_rm3$=Q0VA3
z^;{b_*@VO7<l#z|;EC(kdG1{&HLY~=g;kDg7^lTLCTA@FA=B0sx@+ojPYDjzqgr==
zO$e{*i2GeRqd!5*a=YK9)j5X0{a*0qPHV5(p`bT0V5QJJr9?gvLtD?)yCRgAo34>R
zXv4LB-Ng+$eN9&<s~mk*C2J7><%jVdK68%>p^4!&hp&I)5cOdw+$d$)8D0B-cHlMb
z?!^heRSw^MRke54(Y0RdW8@zidTey7n7}A!U%2twrkRQ5`~H;M{68-3QKzh5Cp0B`
zX`HUTSjA4q^*Wm_u3cZU_nF!b(^pfwm2H}Pk4oJ+#gWG>?eQb_w!j*9X}%{dv-J-L
zOK{ldc^}$%?(*wPVP%#FeyIm0#nvox{k*|fB)cVA*`}eRB>U0^o1#PVo9D%>(U~n9
zmuqIsv-^B`XkN8+g}U?t9_{-!I#o-9K%K4Bzr`Bc?XFZUjfnpqYky>_=8nHj5z=?E
zDwFSSdh#Yzde5gEHmS1Ht<n$Mwzrp?N`L)k<+6U`s+^M9(MyB2l*qMtc9|Yn>$&6a
zoY1Lpm6whvg|X$a>0A={;V3Pjvb*5>&-H&_@BbCfH2r_y8s$g%x;pVYKgu8ODOmcu
zvD~_OQ`}8W*Mn>SRxJ&cbK6_QdT}l5-lF%blX|P38fxn#-CgkZ&6$E93paDFp8Rdg
zj;Yrz6=NRTJ)GOGDwBF{?dqztk*0^5q`&T}Xb!7<ap%<Y=}BiLr%9W4nI1@<_91=E
zskPD_Q*CE*<tJ!;T57uM>&y9nI$3v>Hilb>#@vlOz%J?f^Xk=g;nTi|N^W2G%G9el
zuX4wiEWy_i+v`3?@1L12W4SXTvM2Y!Tpy>(;4af0SC3k8+FcZ=`Vv+4THB~<slVp6
z_Sp3`IZ;#do~~PcMCySd`>7<}ywp8y2aIy~-)C8Pt+}|$a_=WD^~T++p6dVmGJnhA
ze0h%f>)H?bv-MP^`YY#DIj;ZW7PLOfd3*kkGk3V}p3*h%Fnu1D8oKMN&XHR;eeT_k
z(8;?yHE!pks1@g;D$dsZSaMb*F19)D=2njCRSEZttCpHi%G>+2>gnZacYp2j-dnUk
zH_7+a*O2@*Jhh^45{2rLCGS1gIF)qw{A%s;OAP!;9Df#={kW2=v0ZDgSX}IMsZFa|
z)-I3B?BNJ4p8fTddu-`zrs=1XPXv}}A6<3F>gDk@J-cPY@<ij7FudP3|LXK>OX4c$
zt}GA@EqMF+!Se8f>G{roBMz*%e#2#3=)p(Y+b@X<t$KEC*VOZwg0CO`zQ6Orv#_qv
zSEe$5zUi+$^GhoyoOw?U<GnI|w~cJu-S&R6`uu<`>)|2M`sdgGM~Lom61vyPnzw-W
z)zx>`{PtcFZ8@}aZq-xgTX$D|Ic2O6vg*?7RT1J6%lu}13XNDUSMgV7&(E|a5%xbi
z-^VTpeZ2njd&wDZBkgtzt_yceHapy{T~W=tqa`gYKDIb%>yEFYl6&=>7HD&{7IS|+
zb$qqZ>MPpY{WXGHUDq6rkCObzq|@JWcl9bIdp-8~i>AFeu5n>W+|&Hl?bmth><&EN
zdU&l{h0NiH?OqkzTW)78TM+*9)hVe>J3TeR7DvZVzqtC^<w$<{^#|8-->DXwx9Ev)
z`TtjkRz>(f4GU8}(6shYx66;6o<Bs&7D<YGdzET!Ty;OFZSL}LyEj@fi(7ur=Y6ku
zXm)sk;#rY9TJf<rUChkcL4}BvopiXvmT3Dg2U*|69#q!po|<PnHR9%kz}}~+y}Udh
z3UypIs<B3iWvlEv{OOnN2g%a~rOf{69DBBZ`nm6`{r}8$OJ{D17Qb<X;rDEp$gN)M
zr<{LVs4d@f-v5i7{?T2p!sO;1dJ(qFeWS}}uD0kyVP{t8t>1s^0EhVoFUK{Fhw@kI
zOJ_vbMM<vnKBPLiE&rust;~Fl108HT47pqPuLu=*Ek671uP*PsS?V|L{Mr@0CfrU`
zK5pUk3f*g=dp~_paoc!lZBK$OPx+Fy8_#}t99Aunu$aq5`qI>`E#`MB4$2+=w6Lha
zGWt;P>ZiH?Kb}9n`s2%c6U(#t^nxcAzdjUXHO=sl*yPpk4zIPXx;oEl|IdB$F)M^#
zzkasERP)-B=;W9g8&tge!V`B)W=-?V+8EO{U;AOLSHvn6$EIWE!Q6A(o;C}td-UYP
z8xfx<mpFC1<Q}E{b&WTt6|Ck8UHUQa?FH?-RsX8imS-Pam3sKo4Hc2qT}~p}!Alb~
zdY{bN^G7T@xXo6E`>Jx{dZmlC$L6oN6_~fRdfNB(4<5gtT=3=0RU3(a9Z^LOk25{o
zx-220%u@GSPu$B1DkZNiUw;i+6STf2p-5|cTY-VIpjy6J$Sbz6sR7Q6zg|bThAxhN
zdEAeyD)dh6zwFA}E&VnubrV?Qmh&(h%WP9P#PH;f)R$9UZa1E;i3qM*>O4v1$gUMH
zW88O`9$*iXI4UKndhNlr$)`<@e+!#>fvNFm{FJDaW7XRAMgeW#*E~3U>)}<kgZ+F4
z>YEoPE=@U|mwQ=TyWVwsT>hStI_8aX^Y$EH9=c`cRQIJ3rK_tlQ&;(MSBHk?*DaQf
z({-5WxhTS2(hStpzgH||S0oviSbb=&fx5KAcDE_fE5pTtleT6(xUtr4Z`SI2Lfh>s
z^RKS0ijUFQu;Z#;m|7<PnHOeL0~_wkEjZUvqSTw&l2rRH`2RO^yH7a{@=_0N)gLNH
z%l+TdQk@*Ntug6s`D=0Ry_;TUYJtnHEYrC&<0`*T&(oFI=D4PDdi@tpxgeFF+u2p_
zo?>|0cvE$`7sq~Whv}|2b^q^tp|5Z@<Gap&Rn2Rg5-ZPd=TA#Z=Bf(Ki@loNAFW%p
z_XGdcl6!fgNxrYPy02NC7n&5BSNlu7zG!<=?d`46H&@s?toAyUrz<@zUb1t#snoRX
zwZ9W`%+#KTy_(89^-8B{!nN1E^)Ie%zNr0PIxn<p?vt?7-mmA~Jtg**t2-k6YgG5H
zP14_FtqZan@<Nk9rKa`1rn76^KP_C4H#2&1ob^$ujUAyoO9fvu1#e=HSQx8#HdO3&
z#CE&f%h{JUR8P~%zgqX4=lsfuJG(@*UWRqYIZwR#MfBPiug@8dbKB!8k5_JwTX5vo
z!?2~-mqh=(^eS(yYw5h8;A^v&T)%UC?vV|DI=JNi|FHVA&ih{B&+<ctHp`uMnyw7j
z3hml@f34U0D2wf<*47vt%-;9>oyJD5?P^C?-H|%7>%2UNPAlhzV=YsoTg43*t#h6(
zYO>wId)q<n>Gsp5Jq|thwJTLNNmKvR;VrRTH?lN4X#J`aZ+>%0ZV$3BzYtP=T|0le
zzv_(VVO^#3^J4QFzOHCqt6jF<p*i?XQ}>0bWfi8L?_{TKw-w5(E8h2k_kDy#&E@;M
z9(-EoC-mmS_B&U0O?8!96n^U&$E>XDc~AF#n#j@}(SPSuZR!J0kG;?0qP{=ACU8)C
zb(>dA(M181bgmK?ThH}@m7Xtrx%cpS-s8-#o9oWUx#Og4f%3HzPnBC{7&cDkkPrVc
zF*|5|PT}(C^+%W<X1rMa_tjMMQ_lrkL}Ok~J$>r%<OvZV&+m=yU$g2|!P{$ZzeolC
zT99hAMrtj?-pt19Cl%j6|L|n@`UA>$9D3Crek(h0v07W@w2Yrphv}}VtV`l<-skAv
z-?ZCQ;AqtAuz3eBR@VG*=C<*Bc}?S*?%k}wtd^%YnW|JAcs=LUY%iJ_yMBLQeni~D
zGrgh8H4fG>x9l$b6uj6~Z*gDY)oT5<r`EoCA2|Ku-_mtQZ>_sNw=Z%{d-C>uzi$6O
zxM})_`Kv$h^qougUGr*bY4d@-x?Q4Pdmrt#7qDC!Er0&CDf^jF)oTo_vzqTmw{5?k
z8nG^0{*Fc{%S)!28(+`o_u<`Bl^=Um`}gYCJ-^l$yt!7ociz(IpAt-}*E;TnaLFAw
z>nRZzwY?<Ur}$TCsA(d9UhN*Y^&;0yuf#A~ZDH8Im*@Rk4!aOOy)5%3M_1j^;yJyb
z@6fwztxH#}*^p=QYQNXq==nC{dvD!YC0CcceU&`NneHghHERym-TC!{Veh5F)d7n=
zfApqS<hy_9oK)ait@QfZl*Hxx_Fmgn8oGW>edCIWR(t0)MqmB=QF5K;j?&Qecm7@U
zd~)>Hou$!BBcAUxJ@)<IdYko=VqYCl-F|p2<E(W&zE<ID80|uY@-ofW?D)ESYus~5
zvt6dIrkeId+^Gu8@=)k3@t7Mu|IYrn*>_eQ*|jQs-M<$SWe={+h+?Z+$}s)Sp|y;^
zR5^217rf^RSk`hsv~By6hr)t->HceWn;Jx}f0$)m@_JX?`IBq+{La2&9Nzggpd>qT
z&H3CHVf)sxZCod&P;=ID=hRhJZJV^6XA0GY^WF28vYXy?`ljTx62r*{H=HRjzO>eH
z{hEa-3*x4_y}I*D<;$-1hC8O#+boRcu6lZ@pD*F;TCX*S?@Fx;6Uesw`!W05qie@`
ztClVgx=_WcaryG@uM_vazA9(1t2Bpo)tz5=I`%IT?FlS<y(?~Nbor9-<_P|@?az2l
zFO`>dxVX0b-`)T7UR^6#>7QOFvcRM5-wW=5d6ylI3arv%zB|3eNcGP;l|Ah`HF~Vm
zH>($2^iu21lfBebARB6E7HIh7>eO#5uD#YR*1mpG=UVsM`RCR?v^p)V9Ut}5H<bC`
zucP@3ZPc5m1zrfQT(MteN@jEP&zGt{Vp>k$<h8Qju*z#z&kLbjifz8TN?*#J*0|Xn
zJ-;RHyAj*=Pk}r6Jf}t<=KT0XY4RN@=b0keH`iL;m=o-DRO7`;r6~#veI|d9X8seP
z-EUXNIKMFQXQ^Jgxq+*=<Ef6XkGA&(Te+;y&8t24ExEC~&v_;5Mz&pdc5&}rCH=@Z
zK1lUi`1RdW)756ay4INV_t3gKQ3bvi&NA_CWy{rA=sfv@wDKPp?T4LLl#j<hsVid+
zE)i7G`1+z;@OnnXvpY_pdSGej>7-iIJG&NL-@AKid5!Pd==gsdcQ=M^kBW<G-);J@
z@L$1?wM(LBrg5)1tJxW~F!AyF%K>Z}M-Jrg`|Hp<>FMc7ADUlHI6u2Z`xft+OIo*g
zTwM|VE$aH7pf!!R--rEUY>8F~T(4jK|M-sAvzO+-yXKkn_t3n%vs$W*oQ>Hsg1RFr
z|7QItf$G-UVq4YQ>jBCR)55R6%&Qfuvi*CeFk2+MAX{bQ7ykMe*X_PW%0(#5dnd5n
zYqi@(t?fof%5KcO?66kj#WJrK$3r)MdcD2u_2S=GwKu0c?735Q@ypZm@%pU}u}>CM
zW-OO3dw#9_-{DOW{8RI$hJ}LazRPRBsc3F=+rFyD=%8C!NUW8sqj{*4J==<q^3|R0
z^686oG`4ShS<1XUPUQbB&M9tuv)apcIqv*=q$>7E)!Fxd_VGWpsQFUc*q#3S#qTGF
zwI>Vh3Kcpst2o={){^Mns^0j;cckK@Qr%|8D(}5o`}{cn`?~%Aj;6g3VZ9r|{8VCL
zkZxY=gXJLy*mVw+-i$ogapZpObJah3+|$1wi&^Wm{aC$%;_eB`nqe=mZHk-z@7b4C
z_gA+_W?WJc&6`@q8)f}e;*Qi&sf7;Q7nV=D|MB8`nMYw>)AoPO+_SN-C_6mgSyB1q
zrE5+LJzgyH%5dXcyG!dDYn>NsjoU%*`@g3+tzXUHJIi^lvi?@D?a|F~i=$IzxsK?k
z?N4FkuHqG47Jak)SEG^agKI0c2A@mWUbNF|&B3+ypM%9eoRPXSOF7E)`L(pXtTWr5
z1lXS0`StGGs=bpqT#A`_QyctLc$0WPJid0Y_~H`J9UGNboMW<a;nbhE_~hDnfvVp3
zYs>bY>e~>{o0oc4HN<7olIX?tFIGrLaxR=ZKYC{eQ_MP*9i|;q^Fp7`x}q&R%cb+{
zoI6qvU5zd%n>)P}etq!SwfiDfPxGHXNT0bPWL3-R-3_z#4-2dOnW8eC|4_qPq5o5~
z-EOT2zbQCv^|iGN&#l?nG%dnav!l=I)70HxQ>W+kCWYoLjhLLL`{L{K`j?j*H%0Kj
zuYAw+Im>0AVdU3S?=&M44xNs3?wr83_fp%W|Nq{;pQ_`{mlylb`;Tkg^d|YJ2L7uJ
z_p(H7b}(5iW4W%Gbmr8WU8YV;-EQdYGF^H7#(mpeUsI}V_i^5PdUfx%T~o6|a~_Ai
znwpn;d9~Q<Ls=7VSRIlQx7cU*HL&53mlLPflnCw*)vDpvM|d@UDA>NJz4h>*Xo8T(
z>S*PlHG*NvoU=n;U;FUt)GTd{uFxq>r>aV~hjnj#5VrE7jOTVax!)&Pee*)YYCo)V
z7Y~y<dP+25ChrB=)C|3|Uzvki_eUmQ<<MVrch!u=S2)Tunx2QYsi`*KS@p%MSLmA7
z^RQQ;+bS-tUcEc?@LaF5C)cX>uKLHmaovllwb89p<C@<YIL(~ox7tl7?5V6@leNjg
z!%?k9Qx6_so3YEtyJ2!(EQjcVp!VISFQ%r3Ul2{bvsUVz$)bN+*PQ;afBd9#IxlvC
zC+FQN<!e%VH!%mT$=q9ZC@Fn`#jOX%av$z_CEwDF{<>jd1oNE~PPqwlHG=<a{HA4j
zygK1eQOg&#yIRo>tHth|VshiED%~D;&S!hkLZPQ&KlPtKbUY=T%G8thw{qe2wC$Ie
z+IjCtC7cWnkg;8%{&stoO8V8q=Z^k*XSe;C=dP~_mtS9vH?DZ2T%sMlAfq^2BN;R@
zvQ+QXj_CdePO3GTym?OrS3OQ)l9(=|x{>R!(e7|gw|D%S8|Q_sFL76|N$J|e8#i<Q
zz7K!&|2=2@_e*2PVI7-^j(3i*SzAhck-97OHLLtJlXd9RYXSGPw(naLwEo>S<sH79
z@lnh+PNj2v7&cEj{Nmb@xS2l~)>>U$%UJeL;?-e4ftf0QswyIWZEW9h_|Wp>)iaid
z>lyI!Cka?to{+daLwI$Ow)TXUxvvVdFKBD8UtoCZPTlrTGm8smPkiG2dR4^ZLbKgp
zpX-0kDqMXjyW_{Fi$)*6tkmO-GT|}%FSTniSC#LpsdaBux~9s{+SBe?&?_Z(&_d{>
z;qK7R(go4s|5c2>1n!dv-Mj0OMCz1i?kZd9?W>+YG=BcTOnG<N>#cE9qo+przqwX^
z?vnOWv8!f>*FNQcYI~-E`%1yj#|b&>4kcgEKB{&1)Q9H_B6{;;J$98ITfKVsSGILV
zm;Nv}E{R_KC97!lg=~+qx6-eDoi8k%c!6npfV|rZ<E3V&HnN{?7rIxb9`isj=C_5!
zjM-0QcAKsY?<!prty@*PJ?)uDp6@?drrA5Ms$4rzy{=9{!tTo5Uzb?6e+oYJVczeD
zOy(Q18X7IR`~%mwPQO;S{n)yVZCp3wS6-Lh`IV*WsO$&5?Iqg%zC!%gE5nbey0=ER
zMl6nwY%p4Lxk95gZ11Ji5NXkyJx_%>^LMka%QN0?q^lBTs<uJl+JR$vdnZ?x-hJS{
zZc1p_`snj7?`ZwM^RR69*Mn?TOGVBdS<C&WBedeSZ9%DY#McDj*RB;U(as#FlWb#l
zPd%w0P>{Vg?(W*@o0+$tvVZjPfJ*B2x(~wlPajd)xI45iW^;sc&h-QZj;a*VuAV(6
ze(U$_V7*tye`j{w8y1Ovrc-Oh*K~eu$qTJY{i`~~P4elYrns$lw#}QF_f$^VbNi<)
zBB$1Rtq;C?OaB`CyK5rH{HMs<is||0m-6+vGw$1Ew0h#_qSvRjzE;h?dusXFgQ{-l
zPOmk*$y3X`=4QgP*I$?3eif!y%+%Aux;vWxtG#f<u3&-H7uS{>*^4Fo6%BD`EPu@!
zlk_C9EW2T<v}b#S@|Rg6GP*Y#o^F29e(r(J5vh*6y(d&QY2BO}9sbp;RK!Ahd)-g|
zKXV>^o&P8D)2I4>{L1nF?$}TJ@K8A>NoAeguBp#mUR-<L_x02Tm6b)Wc{Z{|?3s8+
zZ~LcjZ5x(GNH%CC@tGHBM;|j%TNtgoeqD%rWBZA<tZ~1S&$I40+n87D_u}f0S6SuR
zJYRUWvqc<AEP4HPY0uX~`4^}1M%ZP@Jy*KsP_o)jb4AhXSKh1dt}PF$iY<M8I_pbT
z`D&xtW%u9Ae11*in#!fM`~R%ozw3arlFcW!?NR^zBl~Mr?mZ0I&UWLNVae{VOQ(E2
zv_5zW?-RR@?S{;I*I9npaeKy>d%L2yvrRtozv!!dYd6!E&;xg?*z$O*Qm-99<k#2a
zm+2hYzbL0+{wBki>k$<f&YqCxHdr@FZu_SA$#=9`9U7k)?3$W(`Q2>WJ<Ru>vgJMH
zeEMMJ^;cJ4gjKfR-eG#6=$rFGp2kHv4b$&Rtjkugxi6Pj=hV7GYt@}yTGzC;w}mfl
zy)if3<~tAXf&~sm5l3F-t*y@F{cvS_;cKSNcFf<3IZ93myf~#*aj^H{qGN|XzfIiu
z>Z<%p!SJJ;cdMR9t$!C*%f82ZX}Ddk&^rH1Z?0KO?#+8}?Qr$IQ#<^dbl<i_NpdV*
zY4PW;yhl;d-lD+84`zN7zPoEx`0nVZ{45dL<=MYK@KsFTesb-@`C@k-TytF$z3c12
zjJ-kH$qUUF+j8f{K3KY~rCW-Xe~Yl@wcfj@_@)(ZkK=jYP+lpPH?=CYLCI~q)<(DO
z^VY|$oci#>Y`2P)xeunf9bEk8_`ge4D}Fvt*cqM9`@W%kr}_4KCtrZ3Fpfq&y{2)k
z_pVezsq})#Hs?&KhfB9LM!#x5Zr;+pzwYb2?Q*F?3#UrlwQ^olerIi=oZR+P)2}IS
zue)Ea$(46EZoN){^pw*P8ou0n&ZQN&&i(MlZQ+qud8OOaUY5L`yC{x3uQy3|cj(Kn
zTk?1}oZK3qcX*+d?gy*c2X((52!8F(_CDrL)pJmxef#CL<sXB?zh0_Z65bKIE41@#
z%e>T?*$ZQiIps$^DBafhJF~6bv}I1j+dSRZrn{zwz7l*rckLZ7Uspf<Ylr#noNC^9
zK*nXeT70bLHSO((R_!j$ZaBKlc|TA4t1Sm!=P-P~%yvG5Lo4&vS`VGOQFW!gsWYEk
zTM=IVdgjireqQU1^t3!hULX3TYqel%-qa0plN0v#UeG_h&|LR}mGptXCI>FRY}v`R
zro;68wK;L&^$G`$-CSAvI{R!@>GpZ|)*1zEdBwAx?Z!0E4bR0^%y<|ucl8IQ%@5PE
z9(M9Hc5<!R{WWU6){}Q(<=Nb++uK5pPWbyuzov+JJKK$!k{dp(zF-6imCp~NvK~f$
zIV|FN?Wok9UoReOJ^3E|U%hGh`v04btSwnxG;8<P)~4vtJz^U#trf4ot-xIM=GyJ_
zh+SzqUzV}Pr3=M)h~D`xAR%{jSA_n;2<DR2DQhC$?}&aJap%{s?7g2dCl{1Y3e4N9
z{AJZ6rLR&)W?j?1Bq{Oe8bh~<*th*WrN%O=E;Fq+X4YH6^=`i~Ticx{0*;{<R&Bq!
zRwN{4d7kcz()oFNiy_s8^;fBc^=wYuPZs30IfG&-?Lce9gG22HCa7eVtv*#F@cQA0
z=+y0-lD6)MUjOXQ-CYhFrS4YQufKjkQgWKx3CG7g?XOG@dG|I|Z#bO${XobR$*0#&
z<ZQnuSl_*R_tjTni{o}$dy2dc+3vQNuVnS>s~k%+Tc%5KeBZz|{SNct4W|OXP4I6$
zRi^hX=TyYTdo$mJ-SXTdzOilNj;~)$*RQ)XHzl&X<hAhm|6=^h#L`rEg?3F<+`a$V
zwdM=2x$}Q23zjVq6U!G7aS>XTt}tbpU|g0$j1!~YHsQ1bO?TI7-DthBS(ABfRr<g4
zEGw3E2)*8SC+foMyt`HEi^HcHwB;n4ZW4Lza9Hk{$FyY%A?F=5&T`4s&JmYknm(af
z`)$kfJjbrBG9hf%(`&9hd3kz&`oy_e$L>}cdv33L$$oF*6I1!hqN(QpPF!Y<`}bFV
zTAu8p@MA|`T>EXdH)svB>S?WS&hY}b(mBNIi=}%rpMSc~b@cSN!@L4{o8;&1V3pjk
zDSG<-q*cWy(|yGvR>)0r3*R}F?`+`fu-sj5-S3^1w*M3Nt7J!XbHx9r^}n80|9}6N
z+h!iyj2TXcM4rBB`w_G<nYVg|LgX%IN5-$kU)P^mZ1OhdfA#l@k7+;NaOJI+m)j^P
zy0*w}=JS|OHzz*K<IVT}e8+44yIX5d>v&BKSQ%Qi)c@r**EPQjvlj^57ZCYn!hSo5
zHTo8h>Y@d0vpW6WTwT3`!+vSw;q7*nEYk`k-iFOvDVX-M)qA_qWW#AbpZ@xMx;gP?
zUhFA9W(|!ADk6bL?p7V$^iJX0i))HisYzm!IHOw?`7G036mKx*-LUa&fGXFo6}{S(
zy_a5Z<^Absxy9{t%klc(+g*3;Vyl=UHe=CZ7sUyRlYR0PX4Z(Mtch@*F1}swDqnrx
zuHI<ogRvja?-$?l%+IuJ@28ETG4oR<MZaJ2WtPtjLAT0GYv=jRPcxgZ<~A7ZeRRV#
zB(!@2lk4_>{p$a|G1c4tTPO0mq$S##_w-}qLw{aaDE6{$yl1~M`u@M4`IZZ#m7@xl
z&kfA0^$lF_xt;H#cJXAN2+>n(L#y^?v36Zyo1OFAO-6I+xknd|H#^_H5I&pz&Mmb_
zxtXkNYMxUg-Y>s%s;o!!_1xs`Y-Yu;*B!08ac6DN8s|Gz>{Y3UZgnK(7OZZ$x~i#m
zn?q{G&NGd>*0f%q!}Ohb$JNEWkC*fqD0=EOsUJC2BcwJzN%nQv&8IKIuFbz7*CG})
zXEJDLXR>gf!KS6rp(i8`YPG%i+M0J*?#!g6%6SWt+?>O&9m?)&pRHN6<(|9#Ki)OG
z212Rpn$pEy*Y21aCaZnTTD^3&&~?e(U%h#&p0X)hf;`83#J++5;g+_gZfm`IFBl0g
z&|Ce0b@_p(YYJ7bRc$w76FZb{*urX7wp!~`=G|3$x3w?)_fvw=&gP*IbMW0N_A1@o
zU#Hi9jMp`o<rdM*cEdrt-|k-0RR&RGcB#vJ>&;m8(x<+*Z~pnD*nT<xQV#$7OwHR*
zt%{DEBRA`=SH8-^CY5*Bw9U%0BiA2Xd$ui=cUB_5Z_Mk^>Gh&oX;M=_MIYClGg{Zf
zcwNrlE2wd^d99UoKY}@W*HqWOs?@)tU)+SWG@P<C*S}4ym|io9L4ICAe`8bh^OvEL
zVaqlIum9dIWwwBImXr8wu87t}Gnx19<kC0dUboce;wqa{eiGZ5j1Hu3+!eiD?w;y=
zl|#?N3;G*3MYq40>UnBsXxG-98}UEN|0^B1&$U5<IkC6&aAsqu#w^d6dy1^H9zS|r
zIZ?7eJ+**KQ0}IH#AX?-y|Z^t{kwJd)Jq;tKRq&Z-)^1EpTF_)+Vv-2d=1Hadof!?
zJ23uaRgY`vuM-<e4r*OF%ae7d>TAZH6FfU6s2F56EH|Fu^e5!WyXF7xtbP*~woLMy
z`L5Eh`FTqXCk5CEMR~7&`{Z!6&D7}krLU(ZE{a|prx~_u>QA*#-H}r_Zg_4Uz{|Q~
zHs_!9<$LQD@5rUD;)t*L_;ts*gdM#qcRr}vObLu=Qs1v2dG~VH*LermUUB6+<?fXI
z)^Giu{ldGx#%+&#e??+ip0Ct2LG@3sBWFL{@Yy^-*i&Qf#T$2b)g0V+=hWJBTV8QH
zt?3EVOFMZX??G5u*rs2`jIWf~pDHihdhXuZ_^b=s;#uXd_pbdi>$Jw#QytGI+&}t{
zr~U8##(f@6UwM>v8NHZlH}!=6yw%}(3WsF5cKm6)F<Fgyn$Me@?VHwiZHj)`C3B^(
z=~~hDd6(8ozc5wWKetqh!*#(zccm@oIi_fzuCnczel4-8_IP>J!(9yJb}Taml8<q9
z^6r0^clTn=$@{<kJ}v97v3_}F_1(4K-Clg{eExO6iACm(n4sUht7jG0FH2n6tTV-1
z=+-G7*P9QnWgY$`nDubox`&5;XPyrIGc6{-U;A41yD&?U>~m{{-Z?ES`*o%M*YS&M
zt1qnncr|qA)>Uk)c!bPyIi?&E{o<ip63O=KquUgx^&j`QTR#z(uT{2t%62bHee&90
z56;$qXgzz>>d4w04bHcEf41s$DY2(k)#ceP`QkNGtM2|?lR{IkHG;dN-+z5+`ltCq
z`-{@H#GAVmd$zA?$+B*XvI%;!(O>(H)V$PHL86zB+>%lG8N0LQ*_~Ve-!DrxpWIWF
zEuwK&c;QyDEw}va_PE-0Hia!s{C&47e?nYw8*ibGi`mQvtGql?Y~STC2-iv$+3;$W
ze7?xcrudj&Zuia?xOJCq%yLL=P&^svm-%Du-yNn?_8wg8s35|(aH|~GcDB0f?E5V*
zJib=_wQ8zYY-zSfiscTT!cc9MkGI90Zr(Utx2+&xsl0Gk&Of(%XEJtNlADy2YIbVM
zXG#6p#o3$VZXTEUs9v|}z2(Lralu<{0g>sCuPIjjU2Om9mw)}M`+6s0+4p`*I2EGW
zoTMuecFgwBn`ev8@J$JnHwj-Ka4f+}^yZ)5J(Cv}%slI|`rDq3$8H$3^E|2jb9h7Y
zkDDUgI>~%pp*yE`c{p7a_?6Y4WZP5r`ud+6@8j1<apZ+o<yMp~Rjrm-5q>Q}^sA%r
zSFY@y<;NyPP2BeW()|<F61?U&+eETId#^T}{ONR29`A*DmJx@IJhvaSuUx7z>4LH6
zi`CJuuN_@J>0uu4g-K_>><&$vHC02|-s4*T-#0CfBz$^R^Y?w4c$k&<zQz5ucM^?H
zH`e_-U-Q-Jy!UF=-dB%UH@am6o&3a_b6?AId)qI4tp#qA!KTjL^>xA}?fLE>m)reh
zpAz))+K!m5AJg{Ulg^3|^*SUoJ^5^&%EbGN?&U>X^jpzC@l5&ZUmUf}j~~3U>dcGH
z;OIQV**x7lp(S(s;Y*PVB9=xo2MTUk6}u+iYiFo*uKnTavoA{nSG6R~eS3|8`65rT
zX5y^QKUHQboqxoBHW?q@@a2TTlpoi0R{nF?l<;#M@10XizY56dc5OYo_87}4ZFh+x
z>o>DnpLk~<T<dxAl9^}5D&ykU;r~xa?|-%Y-vpP)tq-oPxL%pZYan^nV1ZEDtd{jD
zo|9I*J}ozIYn<ls6&_utucpS&7ke$Uy(rdJWA(P3S0!wwE@If6+b(K+>CLqhO2Szt
zoT*#0x67^jx=X|K(#x=&F?zKf(ab#_>SwY;FGNmN`E)Ah@l6S_UyGH*SA?+cZw;UK
zFf4E7%nu4SUN6IrHAH+;J1m?yDLZjzkIGT4*ZGC3TfA(Ow|lLgH$9q}$IIB~ZPvBa
zM>nUbyn3XQVxVJvhxzHH(~HIJ?R9rd+CMe<>QUyqr_O#6$m>78{76<$yK2s>S>Jab
zJ>_)s<lZgcc9<^G*;0^}WV>aT>GJUI==RrN?*$xYlXz70?y&d<1DDvzb9-!VY)%YL
zn%n;Gi`tF}a))|9UQv3rU}j5-mW1xqjU3L=tllBs`=c|bc5Ip;a^>cZuMB&??I>ON
z=Gt<#J-gf_7Nmvr=`Ku9<j_Cu=O))v_L{r-i`VzPKh*yjJe;oj(EL-i{y#S6J8iP>
z7Pc37+vs!h&q_=H8_n?e7Q^dcZ@)F0{;_VX^S!s$%kk7&#@vmyemB=z?kx&t+!|wa
ze(m?RSEdTaXOFCYvDwTe?nB+hwe#nHetccrinsdDF)v*)k(CdwKi{|a_}ZF3a)<tY
zSR(RjiX^jJ)54?!Og@>SIlj{G!Y-TaFkK$LHOA=WaVDW>E7>Kp+u~g3pY;^;Jd~#8
zH2>yjzZDBhTOw8-QVGerD*8x#`^%~RcaJUq|8=>tjRI@`48sH!39a3s`#-AxYk#u4
z?#*@aAE}JrmNp*ZXG!_Xoww9qDdfW1(rmx=cdq;0kxE#_q*%$VHIe(zqlPo)m+!9(
zpBAjxefHM(f~C3|n!abHwV$qd5dN&=e$dkE?2rFtY>8QQd@YZI5x>tA9#Lb-itGJ#
zeTIEip>3(|vot$Gug$NMcog<_y>0)lQakDS_Rp`a-+3kb;97s*e;XT|(zMyuEw~<f
zcoV}aP96VE-a_AkmAY$<_Qw6&ze?(i##4=l(?vV(r(Vqd;boV}%&)cfS7k@3DgVdQ
z63b_3xP9#OUj6Kd)?KZyr^-x%3s%3edn&NdzbDDoc)Q%SxY(Ude%td_Uay|swltzR
zk9TG2toZ`^8`d<&u3sas?Uizp{ncaEKaXAW{)qmIUv+&;rs1rQpcP@Q+qz%e?q0G-
z{y}os#|Jl7olP=rYjo_2+!g;m?Ae^&7YBbZH!gp+BXss_owNnfSGznd=AGq{estoD
z>er}(*TUKP>!(>Ab@Pk}S#-<JMM?j_+9$&H-)j{9`0rZp^J87z_G7m@%7YsEBi-uO
z-};=h@t*%t&3|ITKaOmTn4Fh-sQg9PDHZi=x8H~Dj+3u^mo9dtt2pP`HIC%tCC45Z
zU9P^IZIUxPATC09^_9q$ciO^ws&`MV*POgZ_}<zU|5?tp%I0T+Jq|HHU8v4{fa9o$
zVRg_N^%CvfGBaO=y<Jl*`ID!{Nzdt(sfOvIu$YA8y+&nMR-e(Eym!_0TUo9V*Hv`v
z&n8Xb-tX<Wc<zz4d)fo5Lhm2CTlC+vV%9MR1AE)N)NPTCbv=1YgQV|NNykMU7P;fK
zS8Kl6?$Xopd@K?Nqqh59dR;p^ab?4t#Oej7m9E4$7Hm!1{^_#vp67l$LiOf<5a@M3
z|3qWsy}wWYA9$d-UGKjn)0q(CpMR&+D}0!u@$V61)YZGQO0`XAspQREt$zFURLwIx
zw+64*3Eh+|6lTt;`{99Z{xY4a1*cV}B=i+*H7<A^eQ%HOMm?`ykt0%x^O(=?`Egfp
z+k)Or5%YJItrl{c9Wga}>)La9Tvbb*xsT`;|L)4Yv#RKr0-Hq4t5CQ7F+#~_Ijnsy
zRZR_$H@%Q5<YnN#BWiZ^&z(Z|icOPZ@2HordvI{=yb7BVwzeeGT~n*3W~%43&)pR5
z{PblQ>(O5mc1>NqQ9=ByvBKvsr*c?(l5}^2=C;E&Ww!W+U0~(hTjnuMZ}Np^%R^Vc
zJq=s8;?i21^$h3DEARB2YC1KwB>RVW>hn8VhfmHCE<56Jm7k@@MkmQu=D(<}-XgJ`
z??T&lPhF`rZ90==-Y(MvtLC_@4>=~d#Yb+Jj}yOG#RlQ+MT*x8Cg0iC(w=Ic(Wat)
z?ZLGPdl?Sjd~hv2>Z{e^wTxX~ukD)3f4}X{j-wlxzn-#r8gX^?neuaME%%0P?b~p*
z%WC^R)rHs3|6RJiXT|+R=ajxAG_tSFtKGQb`km$#@%tO9Esnhln>X=e$6-xlMb?e?
zOm}R(wrXPk-}(KUO;b<h<%+F-RMz#i;ANOyE`QNi8~&pc=JV(*j7*rp#Z#EwaMrM_
zzm#{wJt42gM+%pgdoG%qu_bEbK8xdPPc669NvdVoUUXhiZo<=o!#|CrQ#an5`{r8I
z-n_@x4(OJ=HmW&S_vlqPuk^X~H#aC6Zq2J*wjzA$`^qX_UX`33OTyOh^W^Q_6y&zv
zBw=R3T(j-_W?WhwxF(#x>A1Sv#yYvYr<`h>@iD1a8@S?(=A2FH-Qe!Yl_#rxtzq}p
zCat}nGET49Vc@@7;_j{kd>WIgQlA!Gd1ZQ|@sx+t?<XBqy=_Z>=$v?Mvg7N~?7gSD
zKjd*2aH{A{c-{LUrlKsRBVzfkt1GV0iI~6Z-{zpOeUqbAuO0T;ZkJTum|Ibr8YcB6
zs-kpl>Fc|>U%i5#EGR$qg~RaD`)em`wzKWH&Eem&+-=s;s_PG~sn`G5uX|<JRA0ka
zrq8cQ>aP`CyS!N5?x9A7oad@9r>2<fHf@`l&%QNpZ})!N({Ub=-kjX>3zUm4Sf~EV
z{qbmH^v~T}uXKHVq`9G8=FZ!dN2<!tu2o#ko&W#Oc7rplH>Pl$7S;Uk@IX_1b?uKi
z%oE)w9exq^%=u8l)XqxTN7o$s<C5*&UrxQJX?&_}`<b;iYEB!Cq*JFvERB9#eSj%B
zra?AvLsH|>2cFx1d1rt9V0rwIb5KNF>`b0R6`~!Lq511it+l?QZ91_9Yy$J$T?c;0
zw60dTlQlc^>B_SOt3|S>M&ImH(TO^^mQk#R<CfR<<R5d4A1Hb*ikn{iH1T}FYvbcp
zy@BsaUf=y$wN!IbfK}>?t!#O{(Up3ZkGAs&W|w3;xNUjG&XnWMSC(77JxlfOvWJ)b
zn%qSr`hqVhTw`z!bJ)AftLjcw_=~LzSFhT5Mca2`%Oy?c^`-^O@}}NiXS>F4<2~QK
zTY}ci-f3DkL3OUmHTOGf7e8nWT%VitH=;dyYMk|5sToVcXDM+m4Q`9ePS_D0zvjAj
zxFc8IQ%8}G`&V_Y?UvlWs^DDl>*IZ2rL2Ga`|Yo{BZ8f0ex=r@Glw+UtnU6Y+#Gk9
zJ@U&bqZ<>Ku6?_9&AKbvzK$7lj7*}W)1O}pTwW~yKStZyFz4y?YYdZpBD#!Dt=-fg
zxPHwCjV+yd_dm>BK1t-Y-Q8bDZvD4j-IJxD9pzT{UUKKx`hPdqKYwp_SX%Eu?u5GS
ztCFAYynS<X^xvhW2R>{}pL}KY?yVOR%U84JHNQE#)<yO6#_9W152y%FOPU&C{&k)3
z*Hi!a9J619@yS<9S4_LKmZy<*nXlmFT>%%eTWVJ<-FbM`G4W?jnj%+xC3mfv>ALdb
zTIR2(s`U=fRjK$apJONTv-i8X$ZFU1YnnlA&xX0O9oH`C%Gv$NshGwce0SBPUA@uo
z%U*=mE#7^Vsobee=J;PbP~i}IbgNEe*+GwYOG{TpZ>`Py{^6&2!||KS*BFxBSG#R1
ze0^82Dz;SHbu(A&HMb8hn@`vCUCX>H^`J;4H{I~UD#kY7S5qTZ-(4$~%1hL;Iajy6
z?oGscpCw7s+u5X|boaN;>bRgU_F|LSvz=d$s_iYZpL9z(VEKXM+~!2?desKOtp~&;
zPVStVE8FqyoU>8P5u1ud&Ua2dSu2!ucE@I+xmRA5UR`U_Ef}?C=7Y;0&L6wi9L;<u
zbar%l$JckxZ^Cltv}f(;^Zek_95<7}x@YdhC2^6Rb*sKam1(yowToq^t%{D9SsngS
zeAAA%hdx#I%~d&i>&>;}zrLK3+O*dB!n#U}_G(E!|1T|hwK_|~!;(bY4$JNQ`pbRY
z6c61m;rzQxvsGSRJM`@7^*i$wuI)aa_jXHGL#)B0yt`F9ra%1P!faEg%o8K}@vfrO
zw5bxUS^BTndewb3pU@}p`uVfnrEB6U|L3;Iu3Hx?%X>agWbwTS<(w8)u?u&tYIn?f
z_#t5S-BT;JDt<j>*W-G1M?lf6MeM&;x8KaGEu0f)U!Hm6&Y`R4D&vwRwXYpNwsWej
zY}2=H{&Ew6d9Um4>^fk_vwXqzAKm<~{zqO+)mWdl$mjggwcICLS2yplzrWTf^Gu@g
z8aGL?f=O{(BWw7cF9=s#(>~+J{{OA-(^cCJhk37P^UGK#ckbfa`PSF8A4;B0Xp4})
zy*hepaLu8DVCIKAukD)p@m0F__IqbvPYrs}{_K_F^K0yn|20N1+IgtoDQjUjnWGvt
z`OdG1-nhuUl1a5k?ncSI%jU4T6}8tW`mf9Oc>(LMINFzl@qhgPq^d9PZ;aRa_QPM~
zH{IVWlAX{N!Muhu@#USh>eB1h$jjwUjh?wm(Pd-avg=E)a=*JKQ!}kjBdq*2&-SeT
zA5YqLziwHceMMW@luPqkE{}AVF0Z%v7w7b^0cEfMeO<L?S7U^vR$4ws_tu-@oUhHC
z*W8k|d-{;g`XOWV9jo{KKl@YfScR?!E%7RGRNoTHe{f#<+iT}zUxlul``m~tEt46v
zIBT72#Cf?b)-|UN^L{&Q%x55`XgK+wl0%E^gbkK|HMZ*ou-NjL&po>Ku>F+tS37T6
zo?j~e%>CdGUd0lXNO`f`wg~yc?PfgFZ*cZo9w@N+9lu}Q;QU%2`@~kOnNP0Of4*5S
z_3w1VS=Z9Mm)8moehB!uv+BXQO1-}ZHe6~O<}a1qsHwx(ZFYF=Eh)QW54EZv7`i8^
zO)?0bYw*kR#v-{J#k&riTmNUXKMSKP+pN5u=N_J|&r7_z_F;BKE88K~tInlT)2yHG
z{Bq!oNP<XpLa<6sWW&)nj@pNhTg0TQ+q?|jXlH$Etxt{QwUv_J=ICv3W<M%^((fkg
zYB#RDsqx2NhX}r(bN*=h_QP{O$5bUGoHCe@yFrah?CjB9iyxX<KTM3i^XrYpUZdAy
zH&&!Yl)gIPbjk73TF(rVrDmyDH%0%P+W3k6==oC<YxMFCFm1QJwzj8>_1Gpcv6c-P
z@2<)6ZokQYe)dL>LoJ~PJ8mbgoRxT0`b$(nfN@C5l51<*z4w|;uGV{(D7vm{LG(;v
z>oe)1IqZoSBaZoP(XUz6#{IU%{anP8gcCgmceZYb;@$APvB`SHygAK3Slu$*T$`hr
z|L7=xbANp7(Y+nd8}m|~q!I#jH;8*im`vL!tjj%r)kCN12bIRcmJ&wXJSEaO;kr7N
zEvGgl1fJItS(H@0k<Ds;pEuu!n5;yzTM1#h8^l?c?FyZJXnEO=%YL)&{>oVzH}jca
z#AdA<#V03<?|Y>!T5?=K!{ySOYtGx_iVN(sTx0TEo(FL^Ut}(hZd<DHAn)$)g0;4D
zCPwf7cfVdssIJv_^Wk~kT-Q8aC39?1yg561r`T5ccVUN$S1Qfy@{_nLlj9;O{`y|~
z?6*s9u04P2%c&n>il-MR+<dd)dDkY3C3bF((v#%2%elRt%KfltM+9sCF^<m)i4)!!
z9Bzq?NSy>qc6>5=+uPGN+F9RRtHYD{R3}E<x=-)V!DrVpCaC=Xu3x`&qBgH%>yqPZ
zx0Z|M>u`o2JX^3j#@hcl$6*HvE#;n#O(27!kJ{DlYX1#(h1l0qC!!LZPi-ho?R%}u
zF4mww$>VW=e_4j}rN?1)i{?gcj5|=9)|MX9CK=Ic7~NVqZ3D;Z9nt5LcRZ3SdlVLS
zh-r7Y+xkx#eK84BPJr@GM_2I9um8FB7BOe$B=H_j);ho=k@)14!6n9R2b#LS=CpOc
zTX=Kr`DI^D%@9jq&r19|=>_ky=QlV)+`9hmo;pADw9Uq24<`!FtJC#KU`(6+)BI7A
z?d*r^sw+Mf&rgu*G3lPVGrvuB%8R>eeRjvKT%z^D<>=e8*NMLCZN8_?I3~0B&aZFh
z>$$71H{Y9ke#OIe)`?O*N9uQJ7td^teBU0rCp!14#nn99oJH4zca}<TJoeDCPjq$5
zLmwgMbAO~G<KiQB$$hz2!^U_0uCssMo21ko>_#4I*mK!mDId)(eSIv6cXMw9vrnc_
z`Rl``cPfm}+KU-<O`SRKAjihG%!{udUfOVFvTRo1rDtJvUZS_VP0z6<^%`tka(r!0
z41ZOy-Qjlc{AD-S_9!GydA_jxik)uN+nVaV0+LT8PVU_LC-#qswQQ2?gKMc3`#vY+
zaemHk>CJX~e<J--!Pnd`JHEdDe_elFgUoq{^=SvTy!d+I<F~4>>JL6VKIC2h__fl(
zwV%Spe&{~T$~C|IeQ|?fQt#o-^H>*G`^=6z{?EZ7|2Wu~Ejy<^^gb-m@Af|RM$W41
z8P1(W8RynA)>VI=`(fdxGa}g%^L~g(#9ml%y)o}<^~af3HVtgk9<RTuojkpbQ?B>k
zi3c}5*01*3y2JF+<1jmKvD~YgNxg>`%kx~G-B@};aMsadrVFk=+<fqZL{?<q|JQYI
zce1uAb6%d-$|=`%@92+4yA?BdLgS3PzAmlWe(fHcyh?Z6xi5(fZil`+OVspOF?ILX
zJ?-j&t^%uF*Yn)8;`zw&g-gwEdR+L`Wi}pxS~_{WAuqR{TNPi*wDDM?#IXY}#1gGl
lHU)F*#EMq2{+{=r-{f0S-|UzI5e5bZ22WQ%mvv4FO#qlb9-IIG

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s005_nl.flat b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s005_nl.flat
new file mode 100644
index 0000000000000000000000000000000000000000..3959fdfc31b0823a77ed9a19f5422e439645e0e5
GIT binary patch
literal 293403
zcmZQ#U|>ASz`*FpFbYOPU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ON
zU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU
z1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0q
zLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(
zGz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!nMnhmU1V%$(Gz3ONU^E0qLtr!n
zMnhmU1V%$(Gz3ONU^E0qLtr!nMnniO>VTm;BTh))V8HDTuse0=>zYy9Mniy}Apl9^
zU=nA3gyj(0y9;I$P8w2nfJxfBX4Hn!5TH>AoCN1Ma5~1xBA6c$xrDl|M3_sEh2IA{
z3@54UvQg7ULx3tFaFPK7;>?GzG)_W(gyb7aT?#RUBogLU95kk{M{_8pu{5fm;t;^d
zi;#3mFh_bYVuyHgDkW|ukQ1@H1xHSV`3>SzEF>ik9o0J;0;GiijvR=ZE@5dFPU|wF
zLhLyJT@)jClIB#HYAm@C-6m{&R2S>Q{Q}LWs6NKQgE?W89t{CngaA>w5tKHOQZIVC
zhVZfF0PJEYxsn`DVdO{b_F#%aT#8PTk{==AMUJCK^^Ar9wh-9O0D+K{g^xVNfCSO%
zL-aJQi=(}YnI{k;@O+8QnYhGI@*=`4;#iojMiN2xEyF2L8AJd>!VyH`a_p%1Xb9jA
z0Z__8U~D-NDgU9R&QlDh2;@lOas;|667wWdZbUbU7(P<&!}JZNk5NQ0!wV6XFc$8x
zAC(ym0c;@vOF0l4IgR1Xi;$FwnTAnBKsmyT5jzCQ;lj{7iOsp_VnpUg+-{&GM}k5K
zImAvvTN;qCM3Cr?9_5dQ0Im=~q#6(ll)^~BD7g<cW$Q8O;mC=|c>{lr^uy(7ggB!g
zqaUL?&bBeKUAWkKxP1XBb%-WGA&3tnoIT1K4FOysfSiK%Fzg{Z^_^lk&2SneEraqP
zD#n!uu!*DQ%>c##a9+ckCm|{r{TKt#awInMaf_k48N`E@Eg&B<oF*YeK;Z|&$l;2O
zjVnGz#Yc7sAg2{bS|X-~JPk>!(EJEW!`LwHJb+CGkt0F55t<(v@#IKoeuSt-=*DI?
zJ~3=A2iKYqKN6iIA)$v#B8M&}dt|4)QQu<^0pxT7OHKIlBs4FAQY$0&v<wl&mj`gk
zc`!n97lZ`0M*VQ*NR-?NQSU)S8yVAPh-<NsARi)Od|?8TgM}R?jU2+5Z0xZzDmqd_
z06B#qrzKDtL&iw?kl{4L83@FaBQaAxVUa*a5QO9|2#F(4LUSWX7NQP9f^-wM1yco<
z+z9d+#E%STka8s?6p+IO#zqc1+-&5~#$=DwG&t&S)DS?V4AhhaNo$Zah#;YP5tLd%
zsTK#uO!b6BK)DHoA$bczf^r-fBRd#RZUpHkWDll1q5KH)F~a{479?yCBx=av;~_#D
z8w=T^qwJ9x0*G{hnT|jy4w3>PBq(hnVH~*;l){nIy*DESB8#E3L3s&=A-NGkg7YIN
z4<aH5!~<i93J3|)3!%|XNAMvo0g(tXFYNvRl{sh_5()?s6h07)8Fu(Z5TTBZh4Abs
zYvhFhB1K?JL*UU=L@O0Jg<?;~U{OeF2c>&-43R-5A$bTvLUI^{BriV(V(m?$y9C6C
zxC2yzU|?jQ!r6$th+v&!z!q+V#Sr0+$r^d7aMZ_$5J02{Y^i83v=4<;Gs4m*IPamS
zWPNCT2ukm`FeD#%f%}YzoCsq<@*;#p%aP!k5h4bW2azy+s5HzDFM{sT$L0^1AF<Mi
z+z4XrWq?3zp+}4uBK*-=h&UQ$jieBOr337#2b9`C>5iBjsn1AEe)NXcV5m6=nFq>e
z5DdwE(9u?``7r=Tz6O~G%9XfE1!QrMyV3F`)|`kM2B1(m4b6?9P=aCX;Ydgn77Lj4
zNJ@*Neq}&f?}aVRKvEef?V+Z|GYn@?Y8FVECO$uc@(V5u$%`P8vit~YyCUa1Tx^)z
zk@6%F`4KYy3JD){5?e?T7Q@Vo5RuVTI?_S_67RdQ_J&|-4L;j}NUQK1iAd4J<w#sP
z5hf1Gix5m{jtnH&Vg=<=WcNdJCBm0@S^F6FVW}fwVMaI)Vyb|}1tvYxQsv0?FCy+S
z(+4bV?Pb`9o-!Fx(=mt#O5M0|5F-S_@*OT3k{3ZFN`7QufVWveauAHm4462?#vlUu
z66AIi%y1Unw^;e0{D{Dau)<_vhAbfwM64jQMs6w{Sw4rwIc6$Bq%BCwLvFdAMaz?f
z^CBpJ!14+%8j{mMB;ovsuLlV-A7md4<93}lnm_az&JvX)At8bw5n+X$g&Df|L|}1(
zN{_5`IdXjqi*?Ktf=FACl!uZd8IbcNt`rZ;5ilB*Q}AI>UW8z1j)X-EyoLm=D2J#Z
zB}ann$K^)!`Vo{PVHnxR$ZSY>V3LRs!_LACV|*g8m_emsK{84Y*ARfjH@1`kOI64z
z50);WX%<|=U`y+uJb;ez<wcMjET=(pBVs)(8Tl~~+Db-t12%W!%a6EPugKwn&W42<
zE*e`n;}V0!3@SNXQ{kw;5Fr4IarAV7NK?qE4w56G`4L=C8Za6#`oQ~Y$T<L&4a#%)
zFf2d9cYGjnBt^YQR98TFu)OKR=)(wdKNvHd1GiY=ena6w{0$<JLjyk>5rWuQ=;4i<
z4~rpW8WDe^tl<^{uy{sK5r|ZTp6<>drPXsRcR-NQ8%v!8N&O%aUrvO`VdO{TV5U+X
z333Sn`+(eyj2X`1&6A)S6Fnpd^AVwljfEcOxcIO*LZ*=eXp}viLI4)asHp)t{h+5i
zEIE?p4r4IRJPFBjxJiuMh+I2@f*PJ95h`(;29ZJJJnXDs<h%%BgL5RldU8L*eg^cg
zAk0S&NlZ3ssN?3rVhKirf@KsB&k%scF=}c+q#bN&4$-oM){&qzjUz`watJ;Wk<Xw#
zNX&pHBTr)MNg{G5mK+K41Irye`4W^PVHjJe5E4U#DK-{r_+#h6;%XTK1Y!o%sL0R{
z0az@frU68n!AxhMR0+$I$T<?Tmc*A2A#z0IMzVU5Akz`~51oZGKZ0^4I8Va-2ctoL
z#>ALmgI@#@s@PblF@T-78=4m(Ida+1Pky65zz6|Ijzo`tM2f*oV~~^yNvlXXlI0Fs
zEeXmMgfO`|lF-}-$X@h(h{6ZuJzN+gPeOc*ox}_u{33{u#l}L92TVRJFT!Yy2pts|
z;voRZk?5=F5UB+-eZf*DI8P#{YLpxa$`kl8A~(XvSFwjBS#4IltyW}LV`HP_Ntl0e
z)0km|Ujz}l*jSjk5GJym0R&-r5k_MVv{BKa8Uo9}tIc6?4x<q%1v70SQs!BPv#9AA
zDNo|hje*3UrvnODEP0ZcS`tsLL~-|87Gww>J%-9JV>keY2tN~IVTKoO5kx3sW5MDA
zMuT!A0>knnga!rDC>|~$fSD%|=>s!0p{B@l43Ks!Bt_prX}RLglUQm;^zl{Xz$H6B
z5|bk#E=MJovA`iXKZ0^4s=smbFhdNV2qL60S+JZ4q7gX}#)9NT7>OKQqwJv`0-#t$
zZM7m&2WDzQO^XMhbqORz6PF{g<VSo#NI`xiH%Eee1J9G7+zHK>sD8)C!wfgvB8bpN
zXMyq}2*YwAG7X9~1jZMDqjEzn1R(Lc9BDrmB4wbbBlJ{w0F+)?mcd(n$axZ19f`=1
z(Af@r^&`?qEApCF;@Yeb7od#jz}nT&lH?BD<)B=Mic#_;3#|QmfB`)WaPiT@4j&&8
z;;1ZK`4N;iA@K$yhgzx|buaD^fW#>%jzRGc!iZFXo{CUY-vI{n9Jv;$-3rMM$Rr{!
z!pCy(=SGmD;dLarITCA4NkooB&Yz&%d5{GRq4g#4Em`z1#K%X3JcPA^0R%yDgB?TS
z4n~54YZMQM5CFv}B*sDcaSzfyT=djKM2^IhClNUkUON)bkvMBfQtC-8xe}Tuk@FpX
zHaI^*awUj_=S<Wv!OlYuNBn$9Zrlsbji4L}!jSmEBtdb9jE6&d9Q6YzMqzOc%9F4Z
z0otpKns$)W8@3t}l%^5$lF0QVhz-e+NV$>3{78N+i7Q8f+)FG*%aJSx;dzp9OBOX0
z3GqPT56Xqe7#2U6G${69cr+~!j}QRGCnBbC*OAEiaX%<Mg6aySUL+)K6P+W83p}J&
zD=05Ray5bk<#b{(N{^BSUmp_U6I>)(-UNjN6r+X^I*(9JgvqaDScy_U!g3}ej!;>k
z_=92M0(Df?;0^&uY$9SAR7Qg^EQKIw<TM7VBSC2sGu^`SBzjJP<RehNf}Sr&T(F?!
zNz|GWVkWvxxcI1f64~X?S+GN7HK=Tm-_bBp`I7K@bx@83VOUN?(1<ufWkF&PMiLjS
zqpAjP2tZ;I5yvZ_JxN4Pgt3Urk!xWinrLS?LUIpuREOB$z{rnO%8^K;tl0A+vM6d^
zMDVcZNJ?6<pqvQ9h@1#xA>s&?1&KifNo?SbsvDdk0EtON9E0MYP#p=YArB&@Y(z@M
zUQ3ddBT+_np!F;GzDSs92pU(-h%64TCE@Ny&Uu8{2tOiNX!#P}!$dB>FxjwD4w;7K
zMFb6s3uKIlB~%t94q@crOlPC6B0dBlF$s%fND3f4t^-Pmh;)fa%^)#Io<z<Iu$6Q0
zTt&R|aO6sCwIwKjqS}hi1LsL-enhyL92Ur*$QTqJNEq6N#b0A0=f~{~+Zhmf5y67Q
z2ZDsf6EY2nK~$2I03KC4xIzFDldu?u#XWLr0kIL~JhmDVIZdx+fwf$b^8+ZiK-;XK
zwkRn<08)<yLrlaZk!?k1BXT6Ni^*Xl=SCPCDM!NVN_=?|6s{l)%8l6bBjzX%ES}J5
zNGu{qQUZ8X?O+Q5P&^`H7?LMJr8FqDz%XWxgr!4l=^2tI5%~d@Z;<LpW*uf7>;VCi
zLB<eOSn?#qG?>|_G{SCFRuE$lxQ@i;YEr~tzQ?4o<x529p|kce;LDGoSU}H}h?qiW
zf#MMvLjrD;9C{%DiA7la63mg{c@J105_>9!)RTz30Lv|qJOsYW9FphI0}CRGN+Q%?
z&6O~-F=>STFcu^~Vs|rk(R(boAZA{Ki6G@kg00sb;2a6bdALYOjKD}(JYl0DF^M1%
zK{v`8N+AG=L0Ak!Vjh+{u+)*@90^N(*wgWImgnFxS6EJf<ra93gyuPI<a!b+ro*g_
z26f;vD77k<{0XxMnTELmOcPZ<g7YAg1QJwa!U`ErF`feFSXgMF(wI3DwT9fmfPkQy
z5*FszXh^KUNLXB9(vY}>kwYmJj=B{&1VAwei(N>p!%_v=ITGBP1m^-qv~eAf#o#;!
z$$3bvSG1f6k%y7+d<oJI!C3Mn=7<l>4S`GoOad%xam+nJN|t*p_mJ`-B2Qw;kD%NL
z!#Hy#zC4M@jXM}tF|5Kmt^<n&5DkeJ7zv9lOd1rIs2CDhqvTKu0Z<Gg;uaL^pfmu&
zpt5@(%ASV<D0L(xg@bApNSa0_*TUx{A$1mN4GGI>AR1ctF=N(`AXylO=Sf7(N<^Ln
z=SWa)1Yw*x5?5XX<w^qi5tJ`U%#+Bu5yB=lN3H;$DS(JGWELnkk?~MUiKA`>g#aY>
z5OE61kt^V3_I3v390?m~MYPXAX&IDeC72{w?xEE{uslg9M?zY!j0AEdEN5ziYgl;x
z1bG2V&V<+*z!(6^iKv+II0#~`4M8~&9fN#_hC#Uy8z!7H84fV)WY~$+UWMgIP(4W~
zUqWIALL%Y|8w(Pr2oe-Xqj)HU03yzoA(gtII0w~`5WF2v9SO^ipcIQGPl9p+daD(h
zpAh*A!qQ=2WFS6Ig7m=iB&^Ov%a`Ch3334jM$dEj_#mI5VQhI3A%-JY!dtN59EqAI
zA-NGmLP8uD35pkFj4dxB#E|0_#2yOiany~Vn1W$MT!La9IaPqlaoDH?sMU&8Lo%L%
zk9xq<HBw!<7L*&HC+mP)tqcq}awMpp1m#IkULzjk&y`r}N057nt{p)>Ld%UH-y(7!
zb{5Hb5|kHV7&+Xru|aWzj1jSh&Vt1&j2=zxgFggdaRs80;}aC)$f*I8BX>Y+O5_}Q
z50WB5sT7PsDHx7HEm+3m;2a<T&XdSF5__K0L8>LSm_ZP`I#f}3u7m_Qtfqw6j6uTP
zM^wHfBR@jI1Z%EDttTO&3K`dd<wrv8R#2>fVh0%`#~dmf6tBw|CZa${AdQlPF9aa*
z1c@^ci5!=Z_y)y31h0bjd-gNzM;X^a&ykAgsT`IgnLv3GSB?bbJP-!uGen*QiJ)ST
zJU$G~nV_J?$cF-85z=y_1h|wz%af4&Ml8v44?N$3Xj7~OhaWg+!dtJ1+z4YqLLEN|
zi6an+9CN5_P`pCo89{=AXA}>{5P-!IDAthskf1mP#WP}T2b414c@mtWU?~imBavFJ
z7<rOO0-P5Fm;^v|7qrcany+B_4k8N5S0ENl6qN?a;Km@m(AgB2ttd3zb0pUJN^pJz
zg(Emmt_IJ2!15x528B2w42dHc35qpLJc(fvO8p3m^TC)FN8QAL5>Jzm#&lq@3W;e%
zs(|IloeZE>D{RFMJVzqsNo=VeQbP%V&J6(fA`y8CHNR<rW+b64S9BRvKEec47Bo+y
z<U@$<*xZF*46Swq)tJQAjmYY-v|kZ<ay0|C97#;u6%;p+Sb~wTxC7Ckya>afe29ui
zbHLyW0pu70#T+OWkufNiL2-`2&^!q$+gY&WNaFG&C?HVgI8gH$gr`kZo&@J!P!7hx
z;93$RPvXyg*kq}cBSE<nqxDKCPa?vd5DOGj5DbeyP<*0e<oE`$K@l;E2TKTmVg!K^
zaR-ah<?wSQkW&MwJp~$z*a^;);C3r0ts!GjEds`v=^Ii{2`~wO+pUOt4Uz}ZNl2bV
z7sbs-m<M5jYf1(Nc&@~B4`C51=0`{v;mVZ^xavvLYs$$C%NY>yiOfR8H-a@-(&MN*
z5OD%xA;%jmPeRIE^qwRnPZE<O@$@DMv|8c0j)4(8)(YY~Gb2Ng2sRAKi!c&7PZG|3
zm@25AAF=c(q4gv<M^dBhI++0kk>eAU4T^14Jen5<LkOV832K}{dX%vINOF!uYPn*|
zlh839q*g0x&VuDTR8cLI{0LElt^&q~<wxkM9#C*I9!DSlC5lgj90{r^(MDdOd6MNI
zI9Gy7JWPz-PQlFv<wXcak5L34HReG)PymhMfeisrJRoC4d_h>CScT<C^!SIQ7DOG1
zG_C_mZ4eA@wSv+!X1#-+BVqXnMniHNh=ho!Lu*Np2yP5fi%LRrCb&OI(t0_Vn?deJ
z!w}z5PNKD4DbJHr7(fsdZ!iprNo*u?%){6Nn;u8H?XXyY(AeS(604v*iJl)<!ba)g
z{Yb1i5~-eqrEg>!+@FNjlE}FTTaJU&jt~-?JhB+FSui%ZrUb3cBe|YL%Z;E?hVs0K
zFadk6#92>b#so|Rlot^g5_b?1Tiim#AaRc%M|z$ZSpOs9VItNM07z_t$SLrZ=CIgD
z&5_{IRzw;@Wr0#K7$fIJ7#lIR1Isyh@*D#rmNqMLPDExS%!9GinbjE>Nv<VnpC3`z
z4WQPO#Pui<`4E`}ia7*^<Un*1ISs(r1Dh&GuI;e!htTLT1>(bE6Bf&e+z4VpTCJ-X
zRuifv@z;~k(N<Wl!IK|J$c>Pki7*qw0_R8)Ye^dCM^M>?R!4%yt)aORTu<W9ld!nK
zPQzjlM1x`!JBFkHWOC%@ih=YwatvU`6etcM7!lW?e29!8d6L2$$s_?CZ-wL<NM52Y
z2{BoVSsesHITD63>r2Mlm=IjQ!*eDm4^bautQ&ylNrIz1h}gl-g2W+&#EfN_2y$A0
zum>__jzqh=7(fsb_8<}#GYA?IhaeI)rZICQq?QDg>}zqSRCua}wN{a6W_4z5=%@`f
zYe?i=4a$??{0M5d!tx`e1q;fRjK?waA-V{}2e^GmxeO^IuZ($&d5pOr2p-8njU!|p
zC<c)+B8JgfpmczYM`FGhNI!#eWEXVx9D3YL0?%Z@;t@H1L2N{xgw&Bl<w$%jSERW{
zTIEPk?!;0@g7PLYxe=B-LAjFhoQK;4ym=DZdIjf2P<{ks0{IaXU$A(D(U`Ff6G6_8
z69+PJjySs^xe-Rf;sZg$;toWE;uI5uawRN35}6}$<w?fl42;ag&1``36()8fvVV!C
zj$~kj<u#(|Q@HaJ<udr&u8jGN`3$R2b0lLf5qWY7N(qaIXLJ^7js)>WT-F#c55saJ
zi0;N1X9eX%2*%8dU=hY#2KZPjabr7>)C#I&z!<5`$|M1*si1ihGrtiQabgBR!s?ts
zy-2iHE0$g(QF)Vw`4X+3MB1+f%8_XKF^^#?$vF}fv*>vd!UyF+bUa{5bVOMU%7-xA
z%>aUs7=e(W7=vJN?!y-2jJcqc0h^J8=1BrQNl=~y=SI*N2~v&()sgU85`Vq|<vb8Z
zRt4h2FtRvyHn^Syl>iWok^Am4!XPnum1g-8ZS)m7$^*`k`Jj-8V1}u1h%=^;Vh<9h
z5E2s8*huso3F42a%rO9-h2=#E4a$!Y42vH~oPkI@@eEB9u$C))ycLx1@L@=vgyjS#
z3C7!y90|>n*z*xg6qfTqv@<iPwF+XPW0-1ev^q;POEe@mVzgLcc@aVnXpRK0dIgto
z&>9n(Cs__MLUSZMFT!#qp16YMN>Gd<V_1A+(x6<3j0Yf*jwmZ3IT1oa@*;!;#SC(c
z;f`Z)DnQATMCV9IZxWUxq4aT39s##0vE?F|7<$gb&4=m0MkD1(sO^Zn2g!@5BtjN9
zizam?zIqZPKa$gS1;saZjGP-G>=Bhg=<ZoaUWAa4yogL9@+9sYIR%s=AUP65Le~i3
zUAKc$Z(^ivP>uxGlGySPObmAp#3lpNg+U`~Nwge^niCN`4A-LRyN%*ED&|g<JPEHQ
z8K!|DxKsqi0}{p;V<0(1+#*=S<w?3H(h+1KBqu^h<eUg%_b`AUB(^{?h#e!P1;#u`
z-v+*FXDthk)vYM07E2n3=1GkFgEWqcE#Ki2!)X?z-HMj45IGQ&g~h!nx~Z58k;4fk
zM}pe0gmNYJ_(B(j#4n7*o+B|&{}`POp;aLP$%_yYlnaqDC_h3ldMqOIk#Z!%REBBb
z+z3f4pj3lrl>j`oVNKznJjtw%lmpRo6lU&oU`B>c%nsmDS5$TArhxe*=gGS$IS`xs
zX_6~3W<%g3uVmMgs52pxF~->uITX@fMI~vKDo3)pkh};Yk@F&m4atiTvKKlUfSeN{
zY_$9c&ynEV2p)$ZTuUOSXi$v=<ufp{M3ays9av&eAvk}c=0^|@oCnd(Wr=3-!^mYI
zw?Ob6Mi_+fVI<V07&>9%G{~1|H6^6%I|$B^p!O?je1Le6c*0M@YDfr;$c4x()Vv7c
zjpUp|E5C#CA`FA_Ap%44B82Q^06}cA3W{?CM%0k79C?q3b}KCXf@nxu2eEDws3k$U
z3xOS&F>)kJ3^-3>)|A6CPqILAB_b|hENrocE(Xbo2ogCbBC{d+a3XlkB`DR<DpihL
zb3vgB!-%{HVL|dDhy>+E2u6)bSe(OX%=}1tKN6B7p{+u^wIm`pf>_}8Dry}G;*ppq
zqtR+Rm}@{Ztd_h3pQ8kcLS2fc4_u;v#b{7VqRoXsYe{I1oQ5>A1Bn;ZIK$0D<VOe#
zIVU36u+##hM{eGsjn84>3ZfzT5JrM>A_PP7B7#JYQ%Ib{NLY>}rG5mZSVa20jg;EK
zqAbxk`jVhrh>UUMNSyT~X!a7LuEc1&Lh>Ah97H)1oF}pFqJ*|yVKD-uk>d;(8<GzZ
zBqA3gvp^{Y9n&Ulj!aV#VGGNNFdBPqgyc(DoWkN8Lc{VSc-Di+9waC~o&wh;;QYsk
zkt6ZclF0cH#Kw^)p|vDt+Z9)yB(9z$rKW`VlIkSNI1g$~35gL@5*BN?X+&;>un;*B
zw6YSGGP>byR#@s8nR$m6zJ`S;ghqsTH+a?qU!H`F^dQIhG>kDF!XrAcGz!a&AR1C1
zK}Zn)HqLoTP%cEq;2epkH%WY+^g~&{191z4MAVZY7DNn2f?bPJy1+zW{-iREk|ROw
z5^%1>QA-lHW&m~M6_z8BQwE3)NiWDGEmG&mG!qf3ppZsjNN(%_kLN(@MNASoKSE|b
z4uNMrKxtzw3o)}Eh!hG-yRbSEQUifSNv$R6nkOOdB%CK{w`u?y+Tb<`I7fowfB~~N
z35qS;wIf0XQaeIOP>w{T31k)`-5^*aGY3)I*NE^$4sTd~#GfPk7(fsd(^Em^G7I_n
z5wqP2OX=V|$>N7&76iG51hH|}lJMRn@%3ahk@X~cT?uwEU2952o<z=(<j#aZ@**My
zAg2oi8<B1hENZ9Ck!juxc%J|f+8`DrMlkC|ga{}%!Z4_YJj4Qm@IEAb_8(CX;%1?y
zVo;3(OXpx2l50sv&?qZQ46`E$f@lz**%8{K1m#^+j4{H)><n33hm^BGu7Y8Z>yR-_
z972QLjHDBpk2?&=mO*Q~LUQFHP#K9a>Iy175w#(179{o&Bq&8-VnkkqutsJMqPDMR
zFn}N^L=hp5hzVlqNJy^ir>KU+R!2f=NoZ;Y<qz~ZeJ~$2XMuQ-deRY;51HK&5X^_=
zNp+01Jf!7G<lG2jLvka8gt{7Qt|U9>;Va{iRt+HMNNn{a?tF+SZF`Z%5g@4nkvdRW
zpp=7*shvJYo_V1B2*EQMW`cJ{f<hb;3&=5q&W7Ye7}?K&nj?uH(}AT=<TMOQ)u40^
zqM@^Wq}P(5+7Xc-p)63H3CgjcU6G*Ni@+cej9dvS2SBS7ka8BpO?TldctGxiV3-Vu
zM)nOR8|G&!(nvWHvaW6|sKo-VCoy}J=y?(pw;(YP4a1NWfFMDs0vkrojS%+8%R|)l
zF(fz6U;yPu2qtEn6%=o<+z6sk^CM|vI*@dUoNhsB8j;GuG7OAF_a)WAZBtO*bA;wY
zq?!_(PeC;$C<h|)BZ!4{1uZB~g4Vnel_x=N2Du%A!R|)Vhs=lgnW`j4+ZED>0IlNz
zwN=qEC<j6?C@!&MM1BOZu;oY0d5|vZCeIOP8Z1A8Xh?npk+T?Pfm<!u;|U@P%7-wF
zT0;`EY7R3kBBxhSiUy@_ly)nqmc%-~gV_Q_<Vobbh+u<qqyu>OB`7B%FesOz*OTDg
zlc0QwG|mHZAGTT&<YtH*ghcieCL1#hC>8;aw?f8w4ua}P5XLd;3W-HRBq%2$FmZWu
z#APBXdl-}#AsCbwAsCb+L3lQvxer)w1ks=x64q8CZq*#Nw1-Hup!5t%-6%Pd@iqyy
zBq&dUYDq*cL}h{UBq;x(=Vp)?F?kX)M+0#qDhYBsGDi3c8w*=FP#}hsBO&ntswa`h
zc={Nog2%@}vDSwtc40XcksCoQ>^Tx73Tdw*NGd1N5oH`CHzK!MLAer?A7?SlhC^5k
z!DvW~!bn(-gp|&t_aPx^5RqabDH@W}L2RfDsFuXKq7GZWg5*ime2C0*1lN(E9EhkR
zoxoz~ITCz67Smi1WI<ld19BO}jhG}z4uPTW$I^m@_?)UFJXb<Scn-2aawIISkZD+K
z;-*3Q5EX;+A0|fRMHp*DWg@D27F&))&ySFti5zdp@!AJ!8-Zq}!8a?Dn;(%!TOnx~
zlFmVFXo?1nv0!btg7OS<zJlZ|b#R{%ITxa`LAeovk@Z4E&~v3avpOh8LNGjMf!qdh
zB{mWy3&T(!z;z<{RLzZ`(O8Tzo`VeiP>2$148+utpg2d(kv;IyKjeG~%ZJD`Rg>um
zG7NW)M6M$tc@oizMUGpvUL+`0kcnaG6q1f1sT{<HiQfj*l34R3C?6r`D_EXX$1=8q
zoG(H8Kp0ssh>tf%GR=kOERgFU?!+WPaxe_{0bD0cgz7mGWeqx{o;<{I2%IO8V-3Ov
z<v3z6a;`+qi3m1wUWBkmP$r_PS7A94x!sDrjzr{2NNhq#M1BOV4Ipn+2bL;fsT8@F
z21(OU8EB5gHYy6rN9g$qB!-;-u(3gEKp0amYOX}8BSAGKJZFL22g;3C7$FeEhGCE#
z0z>@(*NNc6{7*$1+IEHKNKiY5p&zLa35h*oaw9|ya-PIqPoj^zQZ<>5D8pcR64ZZ$
zU`UR{R!2f|<s6il1@$5!F;D7RR`e8zNTZ;1jGV5aGLRgJwU)%yawSwtx`X?U*zzP=
zjzn&^qUFgu(A)^glUGpYDnUMhV5lFk<VYH<c|~fwLgHp1>d6t6ji}~XSbjvVBWE&z
z@+2hpVI$`-Kp?1`1?5NBdREG6Nc5g0z8pzRElF(46<eMJ<xmht&Xu6P<a|(Ggkfmj
z0_8VYUPPv0?uU#RgH(Yqu6&7JI#JAr){>ynHc*~~<w(qWlGy$v>N*}odlkWgv{q3`
zswLDBWDqP*Lh45l3CfQkj4d}p#2`5mM1oqapcn_WS;<)$084qODHW7<VKaUpHe41o
zGYG;s##~WHT|s#Ygt4_&k;Oo2AQ;hhh47JczAv*n6Sf=)YGWhkL`*hvo`m}Znx7GT
zSV&NbMp`idi679YD`<=dRF0xzNV}9UiQIBU<U>>zYJMDDFF;N~LVAt_<wO{s3ti7j
z-5d!@<**zHNzc%f%fJY#p}^+~Am<iHT?WZTn7Il$_hDy4bb?4s-7vE;awL4s0I1Bs
z%!kM#AQdnS^~pfwNSq@)w5un{Ns%L64`z-ew$%#Cm9QKMY8_Ey<^z^qLFpH{-3Jwi
z<VaAi1o!_SxdlO@<|&-*R#s7rF<6jJ7>49Z7!N}GGE*x@LRacy<VcVYsZ>A0#=4>P
zB&?1Euj9coz5}W;3D=M?6^NP=wRVK@Mr%pRN)%Xr#Oz1n8`%NnMG&6LFkm^7X)cyL
z3CTT>90ejFd=QCNHxiL2LAnqak|V+E1VH5h7*B!cDp2`>Tqj~<gVew<DEDE<RLzs%
z90@s%2bL=#^B|bLNmza(Oe1n6hy}}s2pT;{j<#G$1K4sTs1J!dKhB1Z>wt3P9EQ2@
zwE@&vKL<;tkd%vDN5X3sa9)7s41#$Qk)triTru(_vRc&Ktj-L|kG{;l$aXU=U|Ilg
zw}M*P*m5DN7{pf~66Q}#nyNVxR9B*px`JmWF>@sG^&}`CA}}H+BD2tQC247LWUGed
zNYIE51Vi#8@i`JS(h6#`Qa?u`dXk{NBsBG+<O<As5|*z(c?yJKd=QORPolM4K`O9g
zXnus|$OT{*ECA(5rYZ0|3Cd@v`42k}qz;0i{(;xC2tJi_C4AHsQcuEaNz7bHxPFAG
z7|oHiD>X>Zk&wC(LV{YYkTuQZ&qX3qB8&w|u^<vlEs5w!f^)`va6JjiNs!(ohy}r*
z{D|mDLc~z=Bw8(L&1?-f3!)lEB68$>a6W|OMi4m#B~N0{gQ%h)Um-Be$EY-Ib0n-c
ziJ2p*H@-8vT7c{v%a{c|LjY1cLP$b&BqT3FNKh}5b~zG~A0a6kXDtctPlECcEdL;A
z0(lZkj>MKHL1sfS6aE}|7j2~g#O3HDB0s`g;%N0GwR7Y>c*_-9OX3-GB{o+gYDo|a
zxy1@&kG5RN%9V^+V3^Gahv3x#pj-)=dBh|kc@aW_awI60X;DL>uY>`mWN=*qt{b5}
zNf4VE-p|8P$HDR_s1`)3B~fxDNDhKws$n!VH-h?-O!KLnC&B(f%a0&2D(6Y0wXUGp
z0%6FC0Z{J|9m86t_-Rl+L||AhM5ae`BpEppoEt%T5}qF!v!OW>Gbh4CAbAl)g4(RG
zUL^HqK0rASgwgAkD~!-O1+CpWmkHEzMdTY;PC}<4`OO-s_lP{&1CvFsB@yO=Ms~2~
zNG8~rE6CNv)RPc(AQF`OuwmNeNJxtY)^bJ9jUYb$oQNz-T8<nYb0s2&V#|??IgB}s
zxey579|_Bi$m6V_QC3L&l3zn2ubhLVOi((-m8wB<U{xr25;W2>A5?=OVf5Un&Wy-$
zh*}bRjzrCqMCC{t<Vjkrb%l(-foe!F#xd%OoagYf5jhh3+Vjy`l88Krssu}p1m#C~
zj)de(#$2SF391_*7?dMHF$;=ka%)I%{z7TBfpQ%PW7d!$5kxIH1w6(w7fgc2SP11w
zs^m!UIy#VT2t0)e455Aixg1w{0&+hLL)5`Y%uoP{(4w9M#T6*dAQ&?03aS^;G5(y0
zEQ>u?Le5Yd&5@|tjR+pGITDmJ!MPHW7a=54js(qnk%d7i4;6z_DJ<P$qoH|{36dib
zIRmxj3aZ&q>q$~_B%+oCnS+8cdXnJ$2+Eb<JPC3=F*y?CGl*Ici5ddPJSyi(=m-xa
zKf>0z;vREF?1u%lk$S-?0K|fcgV;ULUJhvF0Wva(AYtS9keoS#hy*#pm0-z_+2A%S
zMjZ*tksyq;HUQLzgv2bp+N_{d4C+gQ^CSZ!TAsw8BN6$La6b~H7M7b)awDi!Odv;s
zauX<zLEMU;1gV2zkUngf`Z*G^f(O#ufSoRYs3AdREr>S<DffZ$9c~QDi7<@FiwG7h
zS3>9!p5q94pY$Bbm<NLl)X0&TX%Lb^38m!QjJLr#61kql%#ptEkylV2Ltw)FNRV1c
zp2WzJ80}Vg9f`75fYf>tGbA7)RL+s$F;`H_6`CW#`<Uk<m9wB63BkDYAgT;3H-czH
zK18q}IT1k;N|Ym7o{}8Nm=9e&w~B}xlyRjiNUB4S#N|gs9ZAa^32C`v&yk2($!VbW
zDhz|$t)TUE#P|bJ>OfS2eFW8w2n`4eSJ;s)4qw3o%9Wrwkh!4J6(d)o<~w{mP+o*!
zL_S2Y5P1>88qqn9kms@FNUY;Jp!O;l!)r*!JZOGA$U=UOgrqnG2}_-jw2F%asUoe8
z1l4$`7*<On##&M3Av{nmiJ2pP!R^)_rXHpROw*XK<w#hb#N`8Iagc8y7!eMrEV6SR
zu6{kVFA1tCA-#@6SaT$(ro@*I5ps~+2qO`B5ypb#L<C7FS&mqFEcuZ@FA~;bWz0jW
zAy?swd4l4oDUY~x3{Sn#dI{gi4y@G*$zRAMb#f#qSEA%dw00{oEmw$tAS8NtK=@S8
zk&LI{wIp?NBq(pf^5ZO|v++lBB#C7Um2xDt<~<;(l29s!sJhK~n+`b=)NaLBNA`g0
zNR&K@)bfP56uCac&W5N1k&qmSjihp}1n<!T)sdif>p_--;5ri2b_Laos2G&nh{1>)
ziJ2!6wIhT@Vmci;%1O?VNNrZ6I&xrhB%&vYZDa>jOCr~eFg9^@q%~-46$=KP?J=JT
zQbXcuw-Q(5gYqaSFG4W3ya*Aaa*hPGUZC|Pw3cMS)p8{!H-gmQ%aJp|E2km35k!uh
zEJmVFvE)d6y-4Kzh}>!=FGoUB8Zrq=m7o-gAA?kZbwTS$q#VhFzD594zag*Hf#pZU
z{0IJiBuG8T40Mdhk%(GyD$`Vmi{P~+$fY2R-#?Jq9FRJ?j_$x)uJp-~sCkmabUIR$
zW66*Bdy&|3B(+C%@TXo#x`n1(Ncv}*!ZZ!MYNrP@-h!<@Ls~rt%3%;pY#oWCmIT=a
zt|MVN5|kf7cnW+q9jMfRxEH^lAhHmZAQGex6VsxOgzN`F&5@Y%AfWn>IE<(zVf{yB
z8dNvJ@JPvGB>I!G9Lcf@Jk~luqdM@}NYGs1G-%$KkF}13<Un+i8aWcV-3rQ$5R9BB
zK{<?2znHij3Cg2X&XwqWNgOki#N|eiD&lh_C})zGT1SF%JUJ5kiXB89na`L{<s1n~
zyM$6NL=`A?!p3z5UyhtgRxJtf8Hfb?4&L%b=21CE;^<4Fj_VM=a%VQuS~^hPM6Mq}
zY)~#l#v>t%k?2Qgjzrpp#fY!fipY<7jIbQJiiNy75;>hg*r2pXC_ln_TwopWHY=#r
z3aKSYsUtx>NiSy5$;qJF(u>&(Yugr7v!eGQp?r9|6*RIljR{geLP*%oERZ{i^B1U|
zgs6nJ$g$=~TI>ZuUQq{GD}bIOL3~gRNE`;`MF<AvLUcTuBk|->XnxE>>{AA_aF6T^
zw;Tz|g`ga%&J1GV&XL6RBq4bbO2TI)VdJfY%Nj(U1m$B~nCi78e60YeH@TK&Ep!$H
zlnaqDak&ws3X&T^BzkTH@ketcZFA%*vRCV1rZ`Xy0ZNtlFh~u&4k5aZ^u<y8f$|~k
zb0jQJ;`0|m4&+13utA7WJx8LAxWeWok#i%64a#f8VNhO#VNf1K#iKcr);W^Ac@NU|
zD8te#D7C`#BYb@Ts8)is8$q*!*k(WQ<w!5^N_0@(^kVkJk#q6Yk%+M!kUNktQmYf<
zZkR9d(-5_Y9Ei@Md5(mx6#(TzbWD1V99=1ZC;y>K!P~6ZTCLF21HkK8VQkDcEBQ6#
zV9k*v<w<Zq5|JZOdy-QzawIA3R-|$V$sADbq(zQIo&$lc-a*feApU5MM9)N2<x`X+
zL8}8m`H{MFk@#y5lu;c}It8~{VYL#dmL#Q)^knvg_8viN$zgRQNjZ`kvECeHJ6euJ
z>PeE`ZXL~$R88wc!>|F(k)YBZ6@yx9Lo7!k)sc`@0<h8nN`p!bC<gfsgbDc&Bo9(Y
z*Bl9+1A&yUpwS&L29NK6>P2KsjXDx_<<97d0!W1g-W-W-HWH=P$^wZ&YV{%^wFoFZ
z;=?Fu6}(#+n)aEdg4cUP>PW;Xk<eKRW^DaPPi9Y+L~t#MT1S#pOM>$x$W};>M5`sC
zxe-$GK-`YccgS)e)ewE?Bn?`v;2e1m9HZde2wL|snj?|23SF33@?!-f2;!RiK+ccU
zZ?h7gBjG6&SB@ld)eaqUB-!m&Q2QM2Pn3L3gZW5MegvN?04ihQITAGA4BK}H+s6zV
zRUq=557<~M=E%-y9f>1<<IItuTv@?bi2<t^kzqBsL><sx<RHtDkXjN^XHR9CiX}%9
zH@XALk+|BeG^!&RPl00;YmS8FOvXG=o<v}V*)TRnJ{`@GIPx8CVR()#2iJ^{e25_F
zog+bYByy__8ynP;LrSL%j3}#QKw~SQ_9L;Yc0eOLkg*-~Rx2s(R?rR*kgXsLasi<n
ziOpZw#gKf8QcDh^90|*hs5Cftj^;?*Sr3N{V>uim@*y${Jx@}zhQyrv7@|26+>eCJ
ze?aO;)ShG$QeJ|TC)jfzHc>jaTFI#+QF9^+57PI^VVK1*6TA*An=u=Ht^o2Hfzgp2
zX#RxfM(i~tW~&uBKUOh9+N}4;KJ5xyYQvT)QN<u>8m<?mhC~|K!P1WetxZM8h&mFn
zMgSs)yN<+IDFDuqp!%_gX+P6`@aPh9Es2>UiEXuld=B?1Qog2HKN6ZF;eAQuek86|
zD@q=O&00ffXpUsef#pXe8glCsEMG!X<R}HtlgRZVf{m|+927Yct<8$akv$aTNYJVs
zP_9JJy$C*H^cKWY2cHs&nj=waNtC<<Dp5c=jaWPwb0k_%l88Ksx{CqC1KltK$D=tB
z76R}biM^H_j5!izyn}%eEl+}aage-$*^@-%C<F_X^C105L>&psk*Kv~7;_lX>N-$P
zgkfu>90{o<LG>h3Es2yPLHUuC8uAK~UgW$<yM82S<qm2cnU7REBF5SwwICr9R!f5N
zAS#CEM$lLWEIp3W1ac&LyA`?B3Td;FKhBD+7fDRL0ZG%))JdHji8Lb#+5Z8_r<ges
zIak8+BWRWrF|q?{wSq9HWPsI^O-z{WR$_b#Qv>xYTHd5lo&@h+9?g*h1SrUlur})e
z=Sc7g0!XzHxDQ8q9SNx=5&J(db0jD)!Z56ch2=?WW@{$cxDF^cLNFvxPGj27gq$NG
z<;ftfB}a4Q0A)t7wFGnIpsynd<Ve(YJCK|N$yX4zH8U*lfmXCaa-=)67fT{k9Ht7Q
z2S&m~AtO9c9#a$eL=i}CgpiOt31Y+QNJxH!)qTX%bgU)eITBP)t^$wjjJ8_AxrH7C
zQjWylj~t9S60IMJW2_ZaPokd@3CTO?`3jaNL1)oLGDm_>6M*$3Av&y?VR{fWOa@Ma
zYC@(a@K`G-4<h4<OcS9kPDqX<t%d~U+X2gwp!EWbqdAfunGtFS!90mPwu9V@tOCUq
z+540seIU$q21<Q|F(_Tb^)fY~<VjGyv>#ksfks<#*OADhG@v{QIw3iNS)Cb_CqXo%
z_Jrj(L{5aUU@}NFI8P$yL>PPI=1ADM4%XQZ(1;EULzCl(r%1|=l_=}y22GA+U_{B2
z=s6P7vIO<`AbAItqd+u71d{ha>&?}fBam_=Ocq3gRHI{%I10v>BcUtlKxGN(H6*Bv
zf|o$h+7`lxlx$QbsoH8C&5<ORF-Un5F$;-cA=i+!&yk>%M+^p~Ye<TO+`@xgOM*sH
zKy?$S)!M`~pBa`TVR;8NU%^BnbOby{Mj*{|faFkhL3ki>G>p5|3U0T8+zrCS_z_(V
z+`n|mk+2yMO8b$cIg*kbiM=O@Gfz_7YQ;=r=&2AFAC#)$>pj7BBrH!tYDm-^3CfeO
zoCC>A2ofd^p<#7oBs0}>BvKuT%UAftF++=%>vl$SB*{66dK!>wNz6P+yZi`hX`!bw
z{Am(d7L+HUx^d)4NMEvvU|k2vi!c&VOQPOLfXKthESN4N8rR4U(?kYF#^a30ejt?%
z^)IdKNYJh<M9URC)|v<IuOQY2Kv;y<27u&8>qs&(DpHO_v{qrP!JH$(wInn@g2p&O
z^&_m!3aTZWn9%bh;W1O%=Ey4)<;j7`k=2aV;QR<0)q~_j7zxU8_%I?jf>@~QbwIq)
zH9I(RE8ZN5d-emeVu#$b13)z-=9(Q+Y7KZT3C@!f!F3ZTPlECy3=@+hk;hyi<E@a<
zR@8PYa?Oa$MyefQwK3QwFc*O6iA-P!T3tj@9f^HC9V8^FOd{2h$T<>}D`A-M%2rT5
zgkaEV+@L&&ibr!KjvUFr0MC=Knh}}CRZCKyBhkxzQt~6xoFoGyB*kOog#AR-k(fCW
zG~NoTE0J>>axO$>BddY3G28*pkDyj71LH8tkyS{0*|FD@klY9&QF9`UH<}{}=g4x#
zLdGH_ICyJFq#Vh3o9G;goR^T<(7Xh$<zS;bkU2@146<reHcSPaM$3`V{0PdCEcd9M
zBdJ_Bg8GmkOhg@toFfsXHgets<wb1skfS*gXHJAkFoJSoAtMMP=f@&O^c;zp|De2v
zq^!*fs!x&It&nsNY9k_J;##es90t!%%oOKHW^1H832_&gWLBrRj>Oh(rAeM7J4Yh&
zW+mfjj)Y|}l4+bdvWT%534%f!)Qc!#EMY7K&wWtVi$u?ppj<`@hUQ3ks}<6hq&!E0
zPWOOeSWX4yTI?960-09FmM59jDXt@jPL4$G_kh^2dJ&l(ZMEXeso>fXR70Y+St0c$
za-J+^1m#8$rbdpWtRD%=yRgw#a2>>ikt4yaP~@C~ZLAfN&k(9$c@aXx#38D%lQ1>N
zG$c>L+%=JDBIphSD%6pfd2(>pk)T|Nijngoggu%g$;pv8@*`F1NXm2MamM4I5lmdQ
zBndeZF}?%Ii3k#w&#>o4kSI(AG7Z)b?caj)Bg<x%&CKc)_9HR#BaK!GP}pik&5P(f
zNPf(Qt!RbNI1}dxlpv>uq)LvYwABi#C25i)Ss9rNm<w1LLG>ClY^4Aw?_tNtIT6MN
z=SXICSe|57A38Y_oEs5qc5uypU?155^=vA!o@$7mFF_}+A=Q#2FyrC$GTt1C+LHve
zS0R`htyU`JNS1qObtFp56-yn7yWI+_B_VmK04YyGavApA2oZ&-KqeukfX?3m*N~7L
z$+DT^Iuf&%q<X8Bs2m9z<AdZrY$ST_!^Q{Y$Z|;i2qJMN&k-mwU^x=C)e5Td$iR?1
z39E}x`;t`3k&s#vlJ~Ha$axXQhUZC0O$(|chgFWmmJ>l@*m55>F-VStlOr(W;qWpg
z`H}2XAtB{DYL2{3Uj2blM<Ugd<mX68yOp^BlAE9{SM0eFBnr!g$TZd*N%3eadYI9m
z9|^7_!RH5n#?u+GwOT<r4;RLk`>=_@^CDz@3XbGC;)Id%Bero?)HW-|NGpXok_xR>
z#w(CI647G=*Ot&35Ue>8ce@pmpTIeZ`Z*HXZl!dM0D7wxQnpc*q$o#X%X^q&Xt@!T
zCr4b?!{K3yawH{ZUcu53a+yy?n-!5GLA4n;H$r9{_A~8=)@+b`hD?HLHS8Fq3MEIv
zM|VIiSL}K~q9A?f7;Fx+ITV6Nc33u3Tu0J1M}q4|(&|Xe+=oqMG)H31k0`kjG#d$-
ze?%vd=RY8$I<WNtl;=o_^CPIG3#uhS`4PFEgz!nMBOzlukes9r8rcD37$215K)DYa
z2Famgh(1`3G>6ual#lHohZzmptl-<RAUD>nVk~7Wh41?StqlQTT&-2&Mp!EtK|B7?
zawOK|IpPG-@*{dagz+)+<1fZvRGRxhZMBkBLn3k{XtocLC!skKRI{Py6x^*=tT~dX
zS`yQaWaeaMb!hzv&6PA5+kv$-s7ix+j}Q#bk+4#@1e!M~%aLe#5!7B~EFW>155vP~
zxe<F05|Ss8b0jD)LNPeT$iMFck%AB<KG`{v@d~W|0p&_a%N1{q#GfZ2b(=b@CyA0H
zap@dJIg$lhKZ0TyEk~9h?e-`}VuSK1wzes{7}nef%99ugbi@gekRyv2e;`3<eq{Uw
ziZ2S!p@Zd0NS>r1KeF6|)IJ~*R!hQjBx$uIC}&~hNR&K@t<4IlTS0n}F-9H9Yz}fE
z6?&40z9cLRsYoMoBsf2o!q-iL>PqDD8JP`fv4YBQ^jwI{$C@KYT;{{-VIp(nS4I$|
zZH|QGM>1zVKy6mg*bX?QZw8S_IT4z(NbF03_AG;S!s<w*wL6g9jV(_i=R^n_)M`ye
zZM9M@N5aC4iun+<0}I-Ngx8TI<j7*A9ekjC3Bky@5!8P~%aNdcxmc6u2oz*2Wc&by
z9~n_0C=ViItoadIM-Gx!D|oaXoF7TZli2bVNDMhgLPvLy>PS$Y1gXNrkbH<tg7PG^
z2MNoWAoo$Bj-+3X1l5bk7`a|VWkd2HE^>4<2X83@&5MvciJBijf@?*3=19co4%zKi
z<W?)FCy7x{BIgqX8#7mdMBq6RYzlZS9R;-{wj4?MXe+GMN}D<ou{Hp;#R|%qsJRfq
z!<7?3;-FFdLQroJ72{2!BTSNn9En^*{$PanBB6C8<+C54GzBT~$<B|ctyWMigfhkn
zYJnzWZMlN-A0|f1kyzWUpjr~!_>MJ82Z}AA8WN+`3Td}O+S(M6pfCf49hEV-wSmZy
zkoX4WL>NZoK~xqf=i$PT90?=AE!Pp2;Rt${YB`e9{mPK^1WH|0>qlbbNONX&W>D@x
z)Qt!hW_|>X(SY(W7~{y1pgf7G6E#PI^n+|gt0SqDBOxIM2|X&3;QR>hMY61dmcX#w
zSc0^79XUVZ%84*>SYAZXqq7|-d6a7TkvcUb6<V$6wIoU%3Ca_oyn)Dv2o`3(!jU79
z*0-uNTYw>|UTc;P5QNr}p!^6a2SB!?U{HxcQSAt6OVD6t060IQ*N>1|5=J8DLj)U^
z^Kj9KoCszyFfbOPB*;+?15%#E--|?TvtqVdsWGxcj~off9f+KWV4>zK5YL*~0^EZH
z=PE=k$*j(D9x6^KM}l=iYi5+(2pQj@%1Sya){Kx*R_Hh@I7dS3Mp!;X&_A%&lDKjr
zOdOmK5u^K~84xoB24#+fl>KCps3SYzu^sfBKzuC;$#39X1<r%eu^pBREa$;|SRDyc
z2dYsax!9T+TuXxMNU&aTJ&mOw32wJiy4suu`H^6bL@%8Yxf7Q2aM7bV5;F^;i4dJ5
zzap&-0L2Krw4~zt08r`z^^3^Li;(soYL0}|L>MF}Pl9@Yi24!I^8@851P0|Z5C-Qe
zmh&tZP#~n11j!>XNF_8svUD&fFegB3QnVFx2=@%uIuem5vDT5G_(#W}mMgA&h!981
zk)v%^wCqTHn-yn%1jQIQPg1AV3Td}emLri@?V#6>5I)u%2_7Fs<i{{@4-t~v)FJIu
z)Eo(}B_Z+%5|k&^LA^+p4rX<Dj)d5Xg``4H5>$%O0K-=6fZ`Veqvu8#A2L&h$bZ;b
zXt@$SO^$3n*)=4s`jMctMbTI*>c|eFHbP^;@+73DOh9U9Lh>Z22Z@r;FzUz)SaYNW
zGc-REmm@*#R!H4WCJ72J8es6q4tS&$BR7KDMz9=+PLJkDii?v$m?J67k0j+taE%7u
zIhg>h*C6d!<o+QfU#ervk=XMj#3bTct%Eg3f?KV)M|RM2B8(5okq8od9a)54OM>_m
zC*@&c0NFVbR8m4QxXntf*$+^8PeGd%RMUW3f-sC$Ga|PeA+;ndPbR?XHt2W^Bp)J3
zP>#gtN#f6u;5-R2AK6|sHibP&P<YV<Lt3p^Ysg<{BMPwm_yc2&7c6grM)6T|CtAyO
zG*7|`6nKsVg&8V_g(ieXggS%;&5e*4gXBrr$T<~git;2ZH?nNTlOI9(0<<3kl4C$5
ztd<0^vDcC4ITAABipaHK7OaK@(a^CSkX<-21?OMUBqu^*58P_SRYyWn05%emR?tb*
zbOqvpa_4BCgk?e$8lEFRpsg`SU(<>i{+M}^I;(ad>5PIri5P7qm?J@Jcpy0tGztUF
zlPn!bV>;km#%uwa?SQmfnbY79Qg5C|Rt?IBFbvL*pwU*Gxe??(it0#6SkZ)p)RFMD
zI>@n&nHFFo=y?&s2jxNR7_^!iC1;`}&JoEWI!B_9wW5sdKv%X>FGo_4ACdc!pcIc6
zgXRda<Vegs3CWS*xeSaP$%2$8VYv}RgU4D4=18)8k~GPOkQx%viv+cPAnhP13Cnxf
zX-E!4C$Z;7kSHieB5>j8TnGcc*$@1+ByyPv*|AK${CEn~8zditTU_A%Sa@?IqUOSy
zCsA`HBu9e#jffnX1{a0Zq~O(apxg-64VjTd*o2iuX1kTvITAe5ilvUko);ma=y?&s
z2jxBN7?B&HtPxo)B6%854T(QLg2EpuPl8HPDxDz!OJ@|+k|gIySlcy$8QyLM<tmic
z=y^!)gSS|r`4TFMFGpg{g~(+E895RbN;IRvVYmuQe#AYh14<K+9EeV0&y65aXg)-w
zL!`txLYauL7-aoO3hGIs`;o|b1yWCf>oibqgkeOkgyubUv^)v!OTtvabb)BF7}z}I
z+=q=#MvlA!YhBWchV>#b@+2tVVaMqC5WxrKJ?wZiM`DyaMCVA%ek4jy5?o6Tl6EUu
zITDmR!J|9O>dY3P90kMRoMizS+d=C`g6c_7PKMTy$oinVXp<vpRx={!Z&;p$_8$=~
zBJBAQ_sqvvjIth)J4bUQ`8g6Z9uRT#i|QjgpfpEGyA|AvBslv4%7v&Hk|#m=54}eS
z$#tOo2g--Y7-^;imW!diNDJ_2E2<4xcqEUuf<lMJn8f@DDz6cBB039^1JPNdIT9^L
z;;A7?>PONfM^d5Pimi=^R}7vbvD9~<JPFE?80}V2tqQ3V$<2`@jbhO_FM{exST7Qz
z&5ElRiJk{h`RMr&!5__$XgLz^SSxC%V%Cu;tyY@kNwRB6Si2Q(?!!`BF@wf<KrKyB
z?n7$3Lh>7!RA;sX_arlzK`@Qk65Nsns|U%$@+64OOq)8AUODm}mi$P1jzr`>Y^>27
zNq&w5wM)=*<)Cf1QjjCf!7a@MP>zD-E_fRhl<z<}(h{5-K{+ymIUk%SK{D9dx}e;R
zJ?A5dlF(|ULvBQ_BQg4r*mERm*^SD>mJbnPXgLxid5%B<qT8+Lxe={~1lN(&9NB@S
zJu+)aNRA|<hJ@r3P(H$zzd-p8k|Xosc@mT(EkXGgf-!P&0x_;2@{CAGn9zZQ^dgDO
zkNC!P@Qvz#^5tlbL@RTU@+0Z1=+N>c)kj+)DUYl?NnwtJ)RQQA5|ZD*q$RT@Ga^Sq
zYDsvWgyl%EN>C2AAe<vX>u`zcNkT$|<|OFWK~SE=k|VL#k+}0DDA(b_Xt@!T7SWRD
zh~$F80gBN>4z=}xt<{Q|C#kh-89CLFmnS!qG13aDAweXxmPCy2AmuR390{r?A-NBp
zi;>iW%)^U`%#p}pLSr^n@*{eBLg%C9NYI$Zh|Gd$o`&W|Q0SnC*wD_A_bAGd@LCc}
zo&?p9$aN&BmPE>vkXn+I97)v5RvPC)Q120eapXwMo(n_-J*7bS=;;ZS4@z+;7%gFr
zST4~y5)$^PB+AGRje3$~&4EB#trX`;aJ>h~Veru%NDYaaBO!SbJ}(JZ3({}S3|h@j
zc^yf&97#r-6?>}{H3y>eP;w(E6^_^}h~{xnSU@p)m_bT97>Sw}VLX&PNu!=58F><t
zBMJB5@Tx#-xx#Bb%sMiIIS+Nr6|NSPC#jJmX>cMdqDDk#L1rVd^de!gj!whU2!cjW
zOPKu89Ep|_VO(f#1ceWJs3F1^!a|P+2p>I9Qh&S^R6CH|mjvZWy!j1ptp(Kyo&y2p
zE>JxQqQMwfjzns?g4Ka?qXqZ`bpmz~>_^fyKSFk5k&qv;)sX0E36&2TMFgcdBn(TB
zqcolziN0!Q;Kp{y$djNPNnxuMl#if!5-CT5W<T<o^Wd`|kXcFGwIrpjR?u0QAPfov
zx?o5RNy6#?Y&jDDtOrs~gr&dHoQMbkSeP(^N-pHG3{o>9NJyQCN}|+|H0w!1QX+}<
zB&g<r)^(t~MJ|Tabl@>mXw3(zBeCVkJmze~dOE0DNF7O_-3oFk&e;!8ZX8Z^<Y;b0
zWIe1bocWQs8WMB<gPJE`L2@FDBsE8ZPi>`Uo`mKyOXh6mJgl{3HkLdII$sNKjs)dL
z21Xn?a%kp9d^O}~j>MV|kp<y-61jc^u@SW+goRo=!g%znB}vMWRBE+CYF2nX3C@%1
z;2a5Sts-bpE(O(+@G)1gYNB!^mK~Ciya*#<r4r3)GTN-zTCJe;gB_#g$kACy<h%%B
z!*e8htChG~5+z4c`5XcC^hZLTgycvn^duquK;%3L>PdoXNkm?Rupl`yo0SQ?_8gKg
zLAMJKtRX?QBt{(x%ZnfyJsfDrhvZ0%aUEFsi;aeq*Qg}+-1reGtwD1pBn^&|$RPj^
zCG=244Py`wTYRA8NE-JfNty?N<Vh;DT0wadIY)wS%fgl;L8Cj_%-O6=APCKsMCM40
zRx2nU!Y~c<ANsrpWSkYts1CN6hlznw20BJhOE5k(AHvccaylGkLqY%+HW=eNpfE%a
zXILDd(kOY7#<e7Ac@n&DnF@IlRLddfNl?2LTb_j1lAt^Z!T4<l)s7&{z=*Qe9F`YB
zG`;g9_`EB$IubR$(Rt{p1jGlW9(0VB8$l@#k_Jaf<PZRb3lyV=AaSi$Q2Zd}$w8GP
z!DBl#Xt{#+Eo0A-ps^ijElFCAL}|5xav}^5+Z>6U3P;(95P;@JNcn}HCqbnhDhB00
zOia%lNpvj<X|;lCApG?dQL>=%8FTPR4XCbEXJujr<vsK{kR0Y5u(&!TH-bp~rh{C^
zvYCMqt<?(4jUbxdITG{yIn4M*7C}uPFdlkJ8tp+MvK#>xQjSCqMOf$}Xylkcu#xg3
zxF1Qo`433yBzk-YmM8J&3L<4ec@mTxLA^*&js&$_3Fb)rW<&BLBuC<CwL*MMCla*2
z9JCS=rOk?nXIv~q`arPI(-MdeDfOWwfn+(NrQvxJ6l%yA5xy`Mt~f!Nl?25pXtgrt
zr~%bPh|H6)97&~iE21|E%aPg4IVfv);B_Q3L<OjI3z<K`Lc;RnpvsZd=|y6nkA&t$
zNO~L5S&o3`At8iiWCxZHk!f6c5~-e~Lyjc+K0B)CNl+dGV`#e-lm{VmA0QIM1GQ#h
zDnK+wUPR<X7z^BLy$kP2-em-}Rza9fbt9ytgw&8I^&==&am6@H965C$*vKV2gpHIR
zN9Q2%XGwUDBs?F9ePt`XYe>*7%tY3bB;5gmk#{iKoS<4#9aR5;dx)TRD<}_w@*)gF
z`;iQcu-Ok-u7jBc<0I419C-(tCt*2~-uV$+KeDW1(m~3VuzZJ`M&v?N79<}clkhx=
zKRu3gSt{g5NNj=1Q!u7O9SO>lMAnmtS`w58VEKYf8q}9G2jxZx29M&P=1EYFR0riS
z5C-K+kgbF;NG;=C#=DGnzz~)r>AIQ~QbRK7FzGNEl8_@&b0LC<oD*SeXpS7|IgYUZ
zapp-x_##-4+=q<>=SEOmLUJUHdy=3w9T9mFH9u0JKMATO;dzo7R7-;Tl8D}9CUXum
zJV!Dx63UAZd2o)rjgceiSVuzgBg-l#Ll^|bB+h$V5%G^m8K^8+E=17K{0K^Igwy26
zRsjklC`N=IgoPT)5FR2n&{@ztNyi)s%9jM%ujqM_3c1pp8JZ_Sbs#g|97$ZBgy%?5
zEeWbCLH?p!euS)>L(YwmT*-**lq=+TholKi5|VyUNqC+d+4+sI@1eO76kezyh`B-l
z6!OUNfy{>HN7(!ajq6BAyOp?F61q+RQXf$#M?&%>I7fo&Nkq#vlQ|Q)jwC5Zf@(=f
zo}^oj1jQ1pe#Fd^Oojw%Nl<#gj?q&R+I%G8R5_AWz;h&KC}M^-avnryqvc7+2p-Ky
zP^u*&M}kI6F!KeO{Ya#-A5c#cnj;~3GLt!j8I&K<+O3#&!%7AO4Xq;~Ig*ZbB)E3G
z2g#9;dJ&Vvn<p{T2SNlrHGxWeC?3hVjTpa^lp}GCwt{jeJV(;0o`mE{B61}t#Us)`
zghhFt1dX|Z>O*k81l5v|{0JhEdXm`ehPVJmf>batLT5Zc`4K#_!=y#CvJBoHhUUms
z*lI`QyoobcBJv+P3q3!A_|W{w_<@*IIg-`TB1bamKzfrjO;xZQNia{c+{3J?sF5Q<
zc@dPKz#}|4&>9j;j>NPbmK#Ad$OKUOgXc-GznHXWn<v4!aTPe02<ONeMi2y*y2uzk
z7b5te{D+C*IdU{lg5n!DhUZAk`ABR%N#r;|Wh2#*bjgvhz9c9G;~n1t<w$V4M;rU3
zI9IBJ>PV2u%<9a@wIo^{2~q*dd)P5Z77{zqJPGp8ZBUM+Ri1?BM%WA_e1sLbW<;>T
z`4KZuB61))3o|!@MBq6R;@eRYdkB!2AMv$Xp(_QL3_-J6(9)L{XPm=ZUC1dI)L+Df
zapg!*4xuPl!gC~aMF6ON1Ys;W5_dg`FGqs%CAHfb;QR>9i=g!YpczO+?!(T4=Sk#z
ziJlLU`Jfz#jz@DO_AH1Y3eS`1A&9Mp1cf?k&4|kT1&>kswp&5<3Z8lrU!EjCUxIXk
z^AjV81hrwA)xm97tT_^Uo&@PcL<ypd0p&#mre3ZD=SNUGRR@|IL2CkZ;IW3IwuI-%
zLyX7}lp3&M%#;KYf#=B4Rx2XLv9YL^Bhlj(Tu%;?T9Qzn1m!N$>PwIgmd&tsD>!F?
z*3M;u>PrX@8wt^cAi-*oq6L;G5xEh<qE4Pf<VR3D28>OaOu;mcya<X@#u{)wgpkNN
z62eB$lc3y(i9vlLXr4s!?kE#W2*7hBD9q495<Rp*eAHSIi3f^3R6JPnBq$|<(>^2i
znhKFaaI?_!D@-NKTo4VZCqXRS7^V+GGcck@2_#QK@*y%wNuETTcZAf7I!vJ42*Myf
zz8ne3d4xz%+JIp6R0QEe^W$g@i5}zVe0Yw8gc~Xe31L(cDGwsX#Zhx2j7R4j37XNv
z-gZ5XoI@aafm$T8$;7b{He=>TSnMF@MFg9iTnQ?Tz!*BR%7n;?pxg+-pgaj~yMk-O
zLyU)*3}Gx1XjnQyO+zpqJV%b^Nmwjnr%BF{=%YI|j5V+vh)IL<ByIOFgZhv#jM&qJ
zoHOq*-etUvoLdlif^rtJxx}*}_TtWw3=D{Th|D4_Pr`E|bR-AdK855#B$DwElMV^_
zj!<0*k%#3&WEz?$v8TgPQCJ9&ks~2_5;X1x#h5t}Awu&!3CoQT8Z^g_nj1m+5hRL~
zCn5QPS|suL5Q|D!G+@xk`4E*&Os)jy#e0z6Gb9GUxe=p&q<T(-<i|sd$T<<hhUUl7
z8WJO_(FEW*l5jr~7TO4!gd7P<BgCX7lGQ+RB7_9xJk)v;w8IG^dK<Z(q*iVOnS&*t
zfk$775J!s(R4!^hMDTEj5Gafp7{O;eLUSXN6$(Vlku=MXuoMExix6@&N1{eA4j$h8
zh(7-T3uhP&&5!t6t>C&6IuimKU%;K3$d-ZRMF<JXd!Rgsib0~_wP}bv0?J9$!U$7I
zWZ{StgfJo(VzSV~3zQon7~%?)oCwR8C^?em`4N^*Msp-0N{L|M&6AM6IxJ+d(Rh22
z;QVL^Tfsx490^)60LhOa5|aC1ITFHykRVx_v|J%MfDDpg>|o|YR1wDGurLMXMMxe5
zxdXz&K|*_wbjy#3R0FOh33__OE5MT@5n+j+g=b_3mM3YPE5W%9GH(FhjSt$@1nWP7
z@*`9plv)vZ@Yj*J#&;0;5|k%FxsibpNB)D=jtClDPYytSgr}hqpXCSy0M;A{4?SXI
z4x00@&uT%&)*)?IT8+Cx^Bg!=g7P3LhRPyxBZM`;d6GcPK%^154-3nRNsENM2+Nh=
z_#ifBsjm*=uTc_L2*7hB$+-|$T%qMoaG4CAjn;wIl+@3a&>RQOkDysetoadnWQUqL
z5@Hq^B(5ky5yz4bwZLMq{6!9}LxcGa64DQf2S+(*A%H7iQ7#V7nV|9*+H(Poze7gi
zseKm#lNK~DLUJZ*egu!{K;+SL4d|>?O6o~;^GM{Q#RP6HI0r)VA&ev^A0qUO=1AOu
zJ>W8w=R8~{V9Sw6xe~N{{T}*=Avt_ddWGaT6cUs#AvqLILIWFRZi3t#Nn-9pu@kBn
z>KtMykROpSB5#q;qW-D?B5O%v{5!JM;L1_d5(l?fG3!YxtwD#SQ<U5Y&w~h2v^Yk}
zA>`#rXs$vshYS%kN8#qee95Fm^au{Yyh^S3CEXm{{v4HIU?4p_N!NjrC&7CSpsiO5
z>qw+@3fgmzB_G0aB#xMd<|k6~B<XpN=|2`dI2?st80uGo`HYktOL|OFLkD*Mjf%oT
zfEr;;j2XCdC2UTO^cE{Lm4f?Lu)K$zhWQqQCNWQ9$yZPlaLX_=GBaY$kr?|vFkFWs
zK+XCQl5dHLH|ncF@zf{>BLt`);@C|@%aJHGC1^&Cviu0jo7nRrL=?l@r~(9cY2nUq
zgk>N(5^J7Bbp;VTNKT?2i9N1pD@uenN4OH&hCj@7Y&jB=vLI=iv|I_wftVPQ`_M@u
zq8D$Dgt(79k{Mis;>?poI1N<^B*Z8q88<R+L^c5yL-e6h{WHqL3<3JY1H=}jTnU;L
zf%b_YX`T2SiJ22&B8<lwk0a+tOyA-Z0p}d-{Yi-X$RR;F5u^`9GyTU>OX746J_+R9
zL>wEG2eDy@Zb;nFi^S)%Q8`Em&?_!L_Q3O`4kR_eNKm?EU?eVA!tx(Bn(;WqPh^td
zd<k(2HAtrapu7k&2}EPblVmv)7G~IK#_f#TnXEu065fa{KO%_{Id1`qLCP^%o*q$}
zC=X*&OaSLewEPH5TcETH%9Z%Wda&g~gcyZ65)|)L%$1lq60M#D*+(*lg%&!ElmoY8
zVdKx0bjy<@dw0ZXASE|ZLoH~H027WJ2})zIT#0?82a)%%v8Wt*6z5G)tq7_eL4E?!
zAU=o<$7DMg6jG=dOCChem-zGKMry<^Av4JK@QBh#C={tHk1sbOr!maB5?dZb7NdHk
zL1rf?%9jLcNwS@c98wr<RP>yP%*UTA=}=RW?d1`qk-9mKkZHu`NKl%C=E~#9`3@JG
zW)VhVj>OE9@EQ`5<H>e7D1@-|8IkiJCL4c_1j*7gSCZ}75vGw)E~2J9ZE_^dBaF;^
z32LW;+N+>h5D1OZlcdnuM6^^%&yzIFkraA&1Zk&cjw56isAMM%Gce++7h&Rbi7E>7
zBm*P$b0h-;4e}(-awJ`1Y1mjoC?8Qvo|GCACEtQq%E59VI!(7|AR|{|){@j}wL*MN
zgFH#2F&>C}M@eErfLi&DkU1!M47xsmBr&Y{k{BOSO$`Nk5=$*f6=#u^C$}TbMuK{e
z=$HmIB~?5-Vhkaam#8C8Qtrc+W3l8&I!6%&ITF&BM5-Yv9N9tkIT^VUJrAPushTH|
z-8#x9E(EBP=kS|CagGG#QnXx2obRZtio|>gYq_H2Mvxg)bk=B|q+(zW3ZwAnC2Gi0
zB|loB_8|u_=s-D&NKB6$2?+_3@+Eq$h{>l~JqdB$C`nofP$SpjHUp9$5xo}(pDYqy
zOOob4ny4lrPomY3G;t2eqpz5`5LJXKd6Gt69RbGT&QBD}pvE%_kK9~2Xd;BjT#1q+
zY3g_?)|8_;lBO|*-*Ad^9lqE@$%BZR62u}aM}kf&#qXVgkR>*6(!p&+=Sn;=1BxAL
zqzXECcbHm1jnKzx2BBC-*+ENO4jqJ1Fo^OaD0Bu(o&>pN6q6SMSaTD;nvXa+LirJG
zr57<dl05&>MHiubNf$@JEFm&i5{e<>;u(i3m|I3^azcRWd6H0EZ^V{n2<1s~d^S?`
zU<+TE7%WT}X}DehX2&Q^UI@@VN21k_u(SfAapz0&{5Fzxfx;6N;|mRN{}Ht;#Zmte
zPA~ZE8I>b01PF&R(JD}56&nvvjs&G3Y`Ky+UyQ0k4FOPS!Z4}~As#q?l9eL~nLH{_
zOb8I2+X%-Iwj78oMj$tW(hqu$B*q7$YH)=B<91v!q==J}LP#-pR4w)pASJx<szuIw
z*w{qmM^K&w?a4*tOYCkQ6&<(`z?}vL&P~J3X53*+f(*7ih$=>Ojs)dPSe_hiVLkl(
zgGeL8&u;_gBSff@%|gw6m^_m5BP>r2T!@U?JQ@N68v<nKL`d%vGY6uJkenkyt=EAK
zlTq78Ltx-SfTlT;jNC|_F^Pc-&rzF4Lx7SHpeR40*M^w<(Hu!h<c#Vaks&}qp2W<7
z=pv&zazv)7QBPAA0%Ye&^!$g;AI*=HMa-z~5gP(z=1KG%h{`7`KaTbyM{FV-^*Blh
zkdY@*^B+2oto(@Lq*2aj2#n|uATdv(=RkD+XpS7wscF>nl!gF_`SB2VO)`2eMCOm?
zNJ^t*RR0JM0TS~hQtlh!0XORX(GVC7fzc2c4S~@R7!85Z5Eu=C(GVC7fzc2c4S~@R
z7!85Z5Eu=C(GVC7fzc2c4S~@R7!85Z5Eu=C(GVC7fzc2c4S~@R7!85Z5Eu=CK^+1B
Dj-u2i

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s005_nl.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s005_nl.png
new file mode 100644
index 0000000000000000000000000000000000000000..150169f860a5ba7d17a4121fd6a8cb6c99bab27e
GIT binary patch
literal 11292
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=G<jJzX3_D&pSG-Mdc5
zvn<ZPx+KlU>hWjRwsjibY>ZqP;qMrDZ*4iQ(PPNO=yXh#V}+*Uk%gubJ+2LHbqtnU
zGNvec$i+ACEezKP3!Njp_498frT<Dw<xhT!iFH)3-n2<exm+h~e)aC>Z+$rwTLhd2
z2l43i=gs&3e2w}jqW7>rRxDn>Md0>>eQQL|zhL+`A^WH?m*SDR_kZ{Q@2tM)_(vx8
zLI1@ozi&NK7jT->`CCo@MBodxx(l~HSeH${ezQwHgu_s5&+5o`PW~T-uQ%Ucy?oC(
zow_8&7W0bxdQ%o(h~G2g?uY1-Y1b<|D<qvdm>=ry@_Oe~|8df{gU{dV=zr4sSk)rn
z`_Oks{JTSekFKt3KVR9g=S1j{)uK*s8ox)xTJo}YiSL)NyBhe3D_mSZj$<S5y;#ww
zRx%oKKaGCau%FVt;}OHEctoorICRS8f;AN%xgSiH(O6%=Ug+8);Qe54NZ`7|4<CJf
z{_wh-w*LFTM_!zY4EM}LpITK2Ojlsu{~@BXvS0MNH%H<_+hFf?&BBG89Carje)?o3
zc-@cV<29o-`=9SvYk&Ir)cz7B{q_EZj;%j7efYLQ>H5K`JGlB*|Jq!5Nb1N`(MQ~e
zq!&+<;mAJ}^ntPN$x~UUh(yJG0(<0FohbdFwuV{$fqUG&z!q1rN8AU0FYJ=x$Ui3f
zV0p~RZ0kj7k6M06eK1?0WPWJ&!%sg8^FQ6<dt36W#X{5OSLhRm3gZ|%`**%^w=d4+
zTOjbfb$R{%I~@6K+0T#fJ(*oCwLDql$j%3y_x0Hi&Hni5r)K!4Tl4&ldz|KQ%YFY_
zr1nQbf6n|O)%CA5O(%mC7Oq!1eyI7|p`VfVpQ`4?RcE(YFxxy8eVQe+VsBR6wf;Rl
z%dg*)QuJfuuX44NVdoM*$6hhv`iIq=+dVr1A3j|7`m69e5A%<+WLr%2xDRmuU_H89
z^+?Bul<Qa9nuRYr?s=eI6XE}M7Q>!~c;7vtPCQ)v<*^H8Wo9jVbXDrdgS<ntR31+K
zll6#KI7z2s*=w$o4=$JptuN-1zwa9{foac-c;7v_PCP99C9#GQdp~tuw`}cyuer`c
zF7Et#wR@I|ZjH-#u8Zi_%RSny@<a9Rk*717r+-=9Y3|>l_#kkd_OeHu;>#CRv`YSH
zy?f+o1oQe2;)3tz3;cU%xla4pLr(GKT@|^KKU!^%ZjE5pe=jbWzYr{^vF)L--Z{UI
zt3G|mw(ic}$Qk#lxVt=%<NpVlaFNLg4_>?xT(8Byf7|9A0@e>$?Kf5^w-)g67rGj<
zvGtuZ`&jktfpLkL_#&Y_KbDK+FBh2ikaL|XTLM>kdUJ&#_k+nGIkOsNKec;-iZzEe
zN4wtn$l{*9wnCNr!Q?OE;)@t-to@Yl1uEV-^f=n}&N~+O^qm#F-4BDmii<BYtjTs0
z&tD~A_weRgrM!<Kcjl@-VqMeXe<MDoqwm99sgOPEohq7_Z|mBzJh-4_T8H=sHoNHh
zLeXD`%CllVzT<kxC3o}hqqcL0U(OWOPf)EnbncOm4Ey~Z8;?Y5x0qLCm3PhF!Err3
zY)`}250<|>#NRXTYfkPg59d(-u;HDc`8yez1(6?_t{r~<MmcVe^bb2em3y&@e-3=!
z6?tbX_XD=6d+Q(E*3U2hXw*?4A<h3_vbpH`JMuNo?icTrDc(6Sd6(~<mE8|{p7O}g
z(B>@gpPbA4VfPk+^*2>({Mm)_Rtp?IoD5MS^t5Ji-l44pp3^zhD_6_L?0GP?=0E>`
zzCZl`U-zf){WITwXZQ0cp8N67AL)u5VzyZ+edO*=ws(Tkc3RT~ADuX_cV*s_wLx+J
zf5`to8@uNgYk~jt?WQ4DyVB#??mtp&`K@te;)jMjf$h({EPNhBZ=C%x>c`5^ePXHc
zan7OFw@o!ZRpfIz@o!e;*7AT3<%citsJ-)czVS_w_s5(@?$p}Zub(|`kha@#e}mVb
z%A#AVnl_fioOxR0KYdGSdiu{Y>+60y1ol4cyrZ0V-2crv{?Y@=cASilqF8rUaWen;
zk@tAfNA}G{{%d7UZ7uS--d0+i__Oc#b)MY<vJWHgD8D<Z{@wOWZttUuKlkiATbo&X
zQ)m75orj8iY`1^?#QN#itWw2Y2b*^U-|0BNfsMP8_t@j)wr$(LPUpQ{b^6Iv<EXu>
z?qBE2E~&bl_Tcxsv+w`C+P`7_PVq&ug%2w9%)6sMc;49?z_`xsL((m-%G&6w*W$OG
z%{I_cOW)!ex<6kmO#9w`8yg0{C#zPiT_j)jtio!0=j`{LceitYuA2V&*EX{?dwE`;
zw3XemcKXE6r))!`UBfHh>{}fYai`|;wm7jrDGFSbwYRTb`xYPjzQ|{F_}AZYiM)?u
z&m1<s5HI(vX@_LX3J(653Cqi-?sz-z!@j%Iu75bWGyC(l^RJ`-RcpszN!z*n?JcPz
z)iWE_7tXdh>^&!kO>xzM;$xp!^u^0$^RGWRw8v@ry=_~+PPhG3wfNAdr*9@E-?Ca0
zxMR6zh0rXiWmDYCr|vLsxxwro5j5{v>!E3nd!<@T3cMC=3!Af9)G2QN(kJ0-zq~bG
zU!z$4WJVeH>!b0}l`-bsx1Bq3Kjer$nHi^)V|j1I#ix~j?}<z+o>t(gXSrsxeq=(#
z^V9q4pLac-_bn$|;9ZW;y!Kt6ro1cJW#4jxh5wpR<-XI0(jMz(y}cNA`;`2r<5Qk)
zKk@rp&g-RdahA*e9+qmEJ-fv{X}`_1(xYpYjuchQn|6A0oIsh>d;bkZahBZ^JboOF
z`YAivZfD3T?eAY!Y-4*UW^5xm`)Ov5;yW?LX@@^=37hwO$%eBP>6=!6`W5!$v5sHj
zC28ADVRf%x@cYkC+<PTM`}md02xc3J)lWXYR(L0=nD)@{mQFsi*fz=c{$-VM_lt6$
zGMP=aKd@zO=)PS=KK;De0`Kzq<a#12?^$(QyLTAbIM06i_rM{!$7fIK<-d+S6ZwBb
z)19!%*FAOw?VIy{{{LC|j_Y1ECiWhRJ$LYN;DqOE_wT4|@i??N*!7<1g1fPMbSLYb
zfBmF?iOrU;(ygZVui5_M%)WB(g^Z2dwfp~f@8AAu!&mY0i2|M#C96)%K9aRvEdRtD
z?$5tCrf%QH)_p&kx#nuNt$Uo}%DO|p=HAjud$@3=-us!hxqEd^y#71GebJln@Vq;L
zV*9t>%WAp0@LQbt2G6rwulmRB4^DKIoHt`vTkWAk`yTN|7MQJ<U)WXo^q6eMzO^+=
z(}mtu@b#@czk#jLnp5yW<jTA|qEGjH3e$<md#zfNzqc~?_4b^&pI*)Nzi!)a`ozeb
znO`OJZsqw^QHAlH`h5K!%Egsit-H(<Z{7&|oxt&0b=%i(GsD;2-uSP8JN)mjIWspn
zh5BE(cDiX#-163^ouAb5bUz+_D43aUw7yLLBj22<x3g-uer5NX&91q=hSM?cHK$c}
ze(j{jLsCcXs_rwgk$<}--q|TJQUBw&+nG7jE^n)gz7p1_d3wFnp_hOC4+KAnyc7HA
z^r6ES9cPE%@$~)d6<hr1>*lq89_pVyWR(~9@mu->%}+Xc#vfT9ZhWEkZk~U|@3-F<
zuZ`Qk>)xxUrAH1uVo7-*SfrO{_HpTh#usXNvdsDWw-%+oySZ!r%*ETn{;Zk*VPZD#
z^M~0R!>4d-h)?S;d{<&A{DH$#+<f+rpbrjT1izmZxmS_>bl;U<ue#=6J;1)+bWXcI
zyPnoezdUXE$9G;9EqfSQq@8E>vGhUa3+24&ntPs_&3NPedi}cVRqD^Ro4UQ0P3C`)
zJjXir9E*+Lyra76`#5a4YLC24dT@5z*_ilu`4_*ee!Vp{E`9e&_78^t=IW(O$!VQ`
zbWC`8d;5as9o{^9&YI1BeOe$sHvi|IPfJx_pFFO@|M^Wxpzw!`oucOREX-{fYmexD
z;(Wi(R_s*J)8*^7$5lSvZyB&-%csPh%C%Op7g=ng<{f>jeva4QA-k}?=1_F@@@;Ap
zrbflb=D+*A>y^iRKXFsW^E1*5*}FC$`o3@L4&!+r`c^4zxtgZBM}K?H+RLvUe*ECA
zo0H`pcU|ty*_VryY?9|4mDM=Mb^rIWN85h1Y!4RAby3jJ-M8zO`=iG-f7tB(wkof$
zNqLx%e@yh;!O73U?leAH^I>nk*1JyiJ=3!?xeu9gzCWjUJK>#8=ke|T=6rvA`P@^{
zdAjm8)qAw<pQ|$Z&nhmI@A`bOeDBH~>hnJ6ty0~7_1cn0;nzjQ{uRfxE}z%-l<Pl}
z%O|h&;>v5=*edSXbVmoy;o0}}?UA(~TDAwcD$1YS7H9r^>y3kxTHBt<{Wn>6``MmP
z2fh2sllJ^!vZ=5;x>n;H%l-Gu9;sCv`n`P7(`|8L&$eFJeJD8fbmdvwuQk`!$%&Lz
zYA;;t9rwt6Hxm#4JpV%TuE__t@0qxRdESR@D_`eC>s!~qih7rD@WY`y+1&oN^S5Tt
z_|3%4uhyUV)1&>?Y5zlypNHL<@W|xD**ulL|HAjoN}r|_INH^{ipscYoc_b3X3w32
zb3V47y#7q?IP<;cJ(Fr?T3W8>j<48Z;ln0pfBw-tk>?HXOSlWa&Hs?MQtx=vZNYyT
zFRXrFH5K3Oq{Mw|n_7Hy#VNTDGp{SeTkCk76a3uuIpqOoiC&&}A=3{tbD`t+eWUeH
z*T0&j9lLW9>uLQnwsw`@_Iky+=e%Az<NE7>)}y(aehl}Yi9Nbv|8VW4Ln+Y<W!G;L
zi~4p-GSV;Q=BI3K|JL-CYehfr`q0{LEvwzK{NlnLx<@S^SjWcB`5u?Jcgdqe{YSRN
zosN&SFPgS#&WTM=uRoKkxBYtV(AQh{r-erM3vFL2A-nJR)uV~^hpd-Oyu(qKa_L&k
z39)JG3LFj|%I5Yzn!a+a+4`Ejo1GG`@7uFKZIghU$N5M9M4S(s@7QJVZjbq`lcgTV
z4%O``IckueV%e1XHv8w(*5!vbi(IpfkA3WY?&7uA0hLG3YPPlI7sM7``n~Pzq%KYS
zPd|1uomYu<j-D*qeCes&^X1br;?Jdf*ooHt{jvW&=h^$!PhZa!y|wGx)44}El`C{=
zyJiRT@ZNv0>(LDBjO>aF|ID_1J)H7jLCMbJ#pmt*-hE$poL?>OoMh_bV3})dxv|x4
z{~pcpeR%SV<~x5wjhgJ$-Ntq<(Wfh)epBT>p<lC0b^V_mwOxm+zK8Fh7uynf{FL^&
zn<Ddkwm;GnRX+56>n@AOwYO(=Gue0K-kNYd=HH2&xZ?B^w*MYhNBvsQdq7F2aKSdV
z!drF^PkzzK3o(?b30~c8To(|%llyb7?i17LJ7;p7JE`yArC;O!dv*N#KPMeZ)*O0t
zp!U$=mtl8SBw74e7AF2|cDa-FY1amJVSBL+m8~nDCLNdEa$ah4d~C70=G+gqZ}+a9
z5+2dgddN%d`sIFuB8L7I&V`G+9{%{d|9ADi^`b|2+O1prC&%KzKe5{>pRJ<z7D;Yw
zJG$+e-y}=Xx?4%n#omUiZ{3Q&vo1;DUGCYF<yFlF*Y@z<+PQ@3gU+_j+g8$cV%9$%
z`b6))Sm~u+bN-gm`kDsq#BU7qLfapei7q~1`!_3>xBX~*dc97;^u@=nCL1<gp8mPH
zfZ=qzZOwV9TUr0k9hhW#a^<#f;^u25nBHYZ?)%7EIE|l6+kUEz(Z6j|!gX#1pS$nF
zewO>Eqg~oX%ln(_wtdZh_H~lJj{h3}!pmKX532O0w=*1xv|F*(`<wl?uW?F!SK7C?
z#2g4>KfC&eqg~obOZoo&%X9BsJNx{ln%~04_G=4wWF8eLFuZ<hu|TWkvxWJuZrR$O
z%wD**b=Srki9IdyDbweDuw9#(edhH)HNGp?yzSQ8Y~efVtNrKj!aF+rN6Oo`l^&kA
z{rL2KyPh#^H(T>i^^d~tFLT~!2IoHYj?>;!`nmEK$6|?x3%_dS#XgkrOVK^-a6sns
zk?qB|+m3Hj`y9n_=Mu-P$3G7)@%H;&@y+((mbHJx*{-ddR61o_+^5RDd_fU+_8v06
zbENCgk56m17vIj?u3vclT0z0jA1Tp_Yc8)}_xtpY|2(#>GkXe7$aL)vuV`zI@RqsP
zmwR{5?d)w+=X>q?bE4qGpO5d?&r3U$bz5qE)!Qi7w^{jip5}!bymyS+AF+wqJyZx2
zVVk~u&)nPJEcd($T~v5G%HV5q<5q34mTh^~p8knO$}&dnkK|w~-S<qKZEm^eRC2Vq
z?Eif$)?Qw}uIA_Jkm%i=)e%2hnj-=wV&p!$<=uO7b6Zi|=|*k)-OnGW+WGz1r?UR(
z>G-D+xx9yJ+$_@99kJD^IpnxTqeq9oT-iK7zanwvT7J!}$-8vRt{(J`xf6Ec^*oDJ
zYwsSh)sZ=5x@Ps<@Of|C@^0Tdsh7~1v|-NnuMdB>ZM#+aKsD-7MC;binGfge6xzPA
zfaCgxMP(6{Yi{q%P5!((uHLg@ZtiQX+gnR(<0@stD*LvvS!As{a#knipyQeqvcYn%
z-SY0;_@k9~;q>QiraMJW%dTGQXuU%0+)V94WA5+*0qv~gQ`mP+oLz3Ze}eRvqK0kv
z_%dIo9{*o$?FCn6U%>ksMcJmR=-E%c)+R>3jW5~iy)jX;**gASBvidUH$wgGZ6%vn
zB@|w-yge&=Lg>4i%JjEuz=88u=g$GtHQ93l<(|6bX*<0Ol~5>{vQ6*w>qDlI@BSHo
zxgt`^Bz|`Gj@3sW7I3}JVxQu^bK>o9#qUC87IelhUb{z!`)+;Pyjz7^3r_Fpl#Z6+
zyS`yvnM36i>7BXi&xH;!&a!Zb&Od$o*1O|O)#onwTCWq!n`vH{+<o|=)U~U88vRAe
z+uuHkVcKB#fFZXw{^GT1@v%QO=igemwcz5P4v2Y+%JeFmZtu)hR~HWWCC=XTJ?$;`
zquN5dy1T2^Znw=nyY@`f_xTHFm*wfknAkr$CU*RgY0tkWfAyRHTq$}R^ND49@oh7|
zeOZCg-)l?vT4iT<%X7!fQ-8=_oAvzKA>q8&$NImBeBWjvHg9T1&TBc44)daD)}o&Q
z(QhAp_@z_+{IqqpyZNEpDV_Ig)6D;EYu&N^=*An-=Th&ipX)7mzbx;@;hkkA8Lv;5
z<<`#G<`i9dH*DvBp1WHXOFzsDo9MjL@y_i>5j)yMw>qEPeESM-wZ-)Q$y>fYcGf%n
zdj8+6hmYn&Snm})m!#~h_j6*?j_pSqL9yIEDgFBFoiz#NH@b5FUejCue)5KC*0b}q
z*PoBvdRh7*huqRzuVnd>T;B$KdQ)Y5v+t+=TF2+Pe=VLr+V<@KDhB(yu(w~_b`;hf
z*{j>v+8hyRJ;i1>-_shKTf0=&i|*gGE#tL$*6Y{C%eiOANN%0l{mdQYNQ;iGTZB(G
zzrK)Sw`=QHuKLggRdJK=M;GV*-5f7kr*pu&-0Lla`;H8dseGU;Xg$$p2jAJPi~Xb3
zw`IIO>=UiH{`>u)=*N#f{F)PLeLzremV9A#H}gY<uq%El{Og>H-$q=#7UgJ?yZ6}p
z&7phTFV{Uti94L{8(pkjoCh`ftuEYXyQfV$T-iRC{%t!X`E9;HO`T%xiQJ{<4sH7I
zXil{C0fzFk%{%rU-B=*JI)i=U@@s2P*6i8$dgF)E{Ccj#l5Z-%%@+=do}QU5@nBu0
z!1rwy0(nWgZxudW*=0Jj|9JTIn7HiiU-!jSOuGBrMST0$Z$I<XYY%RSGs=Cs=%?WJ
z?G|F^l0@HHfRsm0$cbL)B7bmJ+nMFuw}1V4^~-esmbfcn8-?LYBq#Q7D~gley7iZM
zXjx+P^83-1JNGq}O<JF|I)Zh2;qo%E%80qAWoPEUR#|_!D|Dl0?tSlL*-QRsoDRRt
z_xb7;(;h4KcMjl;Ve#(DIVJwp#Sd4%)?V{)cbw6h`*#1FG`_B$l=ZssR^q<Hm(TTD
zd)>M5sGuU|n{@ib_N)6pT>bj>bJ%U!cY#N@nRROZo@dtf_2xDGdEu9@vfI4U318p8
zV`D3Og<Y8xSb68RXZzMgUA<<Uwd+@ddu`{PgJO@?iODqt{&-pc&-AqLWMe)h|5pNP
zbx&^XTzg+*y>Hg<c^5z?7QRmwjgPE7ba|iSxg^oTaBluTDwi*>zj=-OY3arA>mP4b
z9rkY6aPP0<{b=<MTf)JK|LP%T`^XE|mXz5&YAzJ0400FzZ*lrr+v-~@*6PS_yL{a8
zzIP>9LxGs|$(M6P%eQ`Da4+r$DP=Dzjoukk{bU0uxlRsW@yd7&|JS`&4+!R{U*D|r
zF6$xVyT@{m6+SKDOaF0rPHN@SoVODX-_ltB@r=l|0^#@jAEf@YI+n;+z_|OQVQBQ;
z!-aP;WnAW6d1$k3?RV2Xf1j0o|JdzTx%FXKbZ=pg?wmb~L!#Lm9`Cqp(P6VbxpIF?
zN%UoqnTFrq-Mr=*_w#}6t!>Bl*wxq0`n}_9#ZR%kJB_Q>-g{{A&V*0t{Of|a<hZ|E
zwwA`(+g`4{ldz|ToBdq>j*Uk*7D$$7u}^$nYO(o#v~cCpw6_;o^q!Sova36pwsO^l
zYsGg?ZM}86A5`8|N6T<bFWg@yP#M?$S!)0Ge+IL|v#!a>ZZX~SJ2UTT)Z?wupv(u#
zA*Xl5TX)#3KU}#rmsjm`lzG{GwNmf@5ept!tNE{ZzczSB>b)axb@>`+M|fNJ*{oNt
z;;lTp)l_oX-&<|R-mmT5x9geTiuY^V4DQ94@IU${=6=xe&inKKkIUcr`*P<$1?`Hz
zIj<j!&$%wP@wZv-ip<xqjjvQ4pOI7d>gRsL;!V4E-l=%YIPd5DU7ot{3NFga_04Tt
z67|;N(;mJoj_j04*LN-Lo^{#oUSRIq>^&bi`0E9Xj`x=ceBb$k-~U*Y<+A1ZtM@K)
z*tT}2Q?B9tYyJEIA7wx1?ybGL=h$k#4{i~uJqmxy_U|}+H1I=gyoR~S^0^*zHwCwb
ziyWADO*i(!oX;Qo-qz^|oIm4l+Z%pXyV&dT*Qg5jD^nLoetY}#e)yrcx_nQTXKU^B
z1r<-qS?e{LJl9I>R@m~jy(aqm{>8Vldah?blro!|%#|p*?*ZSo3w|p6?>cU2cO~4_
znx=PRdG6n<Q|0TW^k;@Yo3iiS#>UUrqx@FgdL{lYf%~n?rw4s2_9}TRWf?YwthnlT
z_*cblr|6%Pm(=X(lB=0JZN8EIo_SC6&Sky(&~0%~<{;myRren9Z8PXo_J6xzmads%
z?3N4Hl2(cB+_v^4zwy_PtDfvWQ~RJ`?;fM)m+#!;EZk#Rb2lV<?jgaPg|hB)cM7*&
z7d`nbM=!KnXWQ3@zc$p><kWTV<d=y%ak|Lpu~1~iiM25Y-1gc2-@sD7wSdXrjr(oP
zryqQ)_O9^QmcgC1^+ZwJ+x@2}{8l-3{rI!V`aiZj+`7jo-AFI6A>CTDd_(JwnXTFt
zI#C(RCm%0&c`F*}<r*EZ+V$3kV;pvKYkCf;8`jC#+kQTt{oF3MLRbIX%pPy42RGw1
zrWfu9>*QFK?LIlZJm9UX>khjY&$oNm{CT;^xMubiQ}>l?pRK(9@v?DxytV0`Y2wdQ
zj)m@em+|`i)a&}J_y4)wdimt0Y+$vk;5vS*>(^Y>e}2o#Ubtard8hvN^?xlYd?WI+
zUfWqtxqT#7*XF?Y-4n~KD$Cff#)UMzo_yh1Y1Bqh^_kNQPx>hRv~T-Rd26P)-`;sI
z+SInLE(wi3>hz<|{F0w~|N8~Ey15FfgpO^CvbS!1u9=dzZteA*d;I$T*gU_rC(ggb
zx%gJ=qnqng-HX@m*n70`18?3!Szkz?Klrlb?9;3NoU1H0UD&ZIw^rtl&GS_oj!pjX
zXwJzUE;hG)pH`jgvW}5qy?@T_*vlseWv^ERGQRWk%zM2#WBul{X?c#(>wo&U9@kx2
zdFu7fcbeR*k8Hjh+^5++J4S}-{+_a9FQ0sr4cYuyuAtnjZT~%&+`X#*18tYuzA0St
zb9RK{o%PF~#aUaX)kd#Z-?iNHt<%Q@dF}0?m8FdLSAq22gz8Ouvd2z7zT(z(#)n&f
zZnNt<x#wG{gU_o|+wPtFcU3g}RD9gptkvQ_?wJ^!Q$7D~$E>&C8WwN9vU87`zg^|D
z+gbl?n~pQi6#uk2OPeG6=;pTpcb+dYuJOK=2}%zEZ(U=9e?~t%w=F0_as5v5Pn)Ip
z%zH6!Q`y3b4Ygg-v0vKXds#nj042AZCHxjvujf1y{kPEWr`Y=A!S|!(>*lHaT*Xn>
z^K$o@D%*>;sflYVHpq7Uj)7<^0c$Jdx3G$y^Y4!EJ*In4A5RQO;d{M#?VVFEf4)e*
z{Bd)fe~JI(TTdSyEYo;bd{KU%_S>GzCpTNKOS>Gn#LRl_?Aq=x(xSJdK3Un;J<EB`
z`~2Zi%l5Lh6{~8ye#exw<$DH$9M`w{X1S=+*N3;H+O|FW<P{&Aes0^n*E`>>6us89
z{MPavS6%CWtTQn^r@{Ym!K~VF#UOq2CtsyQznahY7d_v$JSyLUU;iBE7Ve{;--O+H
zzR12Ne3sPlDeV;jXRoamSlRTgSLnUy>zSvs|AlmJUTZR^Mf^F-t<Xo6-!$`z3OQ<$
zXI1U<l`xkRU%u{R@1^$<dD@XySJl=(-?jGQ4i}p<c}IQqejP4fy0tK<vV+|;PVo7%
zT_5*)y+4ub`?U0*O*YT-hesvv76d+gRWajk*KbhLnQ`ry?%BmQD;^f@u+Z&UJ-ybQ
z?{!Sv&y`!-K7Tkh=RiTG%`rP(Ybo=c7A*U0*Y-xwdR`H5_-R3*l%%-9$7OS_)WmI8
zzxm{=i}@9)X&uLJEC(n2x0$&TVRDZgds}yfbzNDrwEW4urZ4SL6>SAVbsI8%80@id
zmR_e3Bh|mrAKae1efidTojEDm$4)<dw8i-MGMV5H($7p6-ujgplP;G$|Is%w_Cwp3
zH>=<70y)#ycfaQGDNBP@&mHI&x4p^R+xGeq<2TKBxrI74?N$<Q-%NHJ#__o?pZlY4
zXMK4?FZ=V5==sNPSIMfZ-?9DZ!w<e$Z+~t}+M(3vm;KRq=Mqou+}`6Kf-BFLJ2yYv
zRnf4wGdilG;e9as;S=*R&5vn6dRH>lc$V?>>lF<4Q$IdFly4q4Z6WXVqnBR?+_`#)
zvu3rG1lx4>Dwo4sZGJi3eVO%c|J6w*U*#n$B={dJH#&Cu`Bcg46@lURD|vs5Z{JeD
zbbrIOc{$p*YEQgenXgxKy8g+pFCR0V6O&UOOa6Ew`F88)Q$5*xH0H&HKS~o@_dxpE
z!O3rr?GW8*=X>U9{@L*B*VFr2?_Rt%`LB;coOu5_`9gK>@DIGNlO<y2y)5kAJ&`%&
ze$2mXTfUn8mDj%W;i0<z9^1Opr;QeU+f`BWw_|qXj;8zw`NI!BMf9(}J7LbkUuvJF
z_EiTt7vDO+=iy}kxQa#Z*MgMVcHEAzXvvQTE9GBxxA*$g)>|1blx=?eiI;oQmbUc&
zPG_6Mi`Q4r`>=^8YmeT%X!S>CVtfy8UpsEG&*o;c)cO~@HU->n-D9_Zi`~82pW)Xt
zqd)#}RoAa6vORit%k`thuO06kKBQao`Im(HjOW!ZXQ$O1FkGd-<?HQf+xEpJ{XcYI
zPQ}KoZ1+ND?(HAWzD}N#Fz>yi>F!UA>MQrDO}uzKy4Y><t?6gBimp2+bnDmh{eP8r
zOMSSl*b{!_@vDOyqQTm9-z3N+&3nJF_qyl<r>o!1&;S2D^F;sm*dJHFwx^3MkFA?~
zWKVbP9834;hl~C_n*VRk^KTJ_uer{D`1?9dCTZTMLeuKctk*WITR3To{TU7ELsAR3
z>8WqK`mN;7wtK6qzUTk{fB(Y;IgPy7hw}TnYfY*@t5j|cPdO+R_WkBH=|4X&y$KJ`
zc>S4u*=-K}{XW%JVbO1&-dUaX^rEfTon414Yq)=BET5TP8}QbZQR0Z%zI%FqlI_$@
z?_axpZBN_vxOuj`o~`dU%-br?6#8{qI7~<SEcH5&jynh4>h{F`(bNjx8X2vBdC#X`
zJ3jrAvDqQUw|e!VNAE=EJ^X$Bti=VJ@6OR3BFi`IlFv{1*TS_r%6k37)`z#8qyN_D
zAI;VXyXqNN_?qka2i-R-W%KSaG)MJ`T;H(o<NDCMU6sCDzfSxA#PiYWM^Bxj|9`0e
zH)r~bf`?ibi&-mses@HNTeRmV`u~44|DVk{^ZW+Ky>{K7Z|w-)(5%~YKZ05NcGc<n
z3N;z|G|hDle=k+#uU@_95v$F^2C+Zu|9`J%ubdZceRuaE^P2xvRgbn!vu-tAvo80w
z?&Rw=(fKp`&$cu_w)mLUvaRZbcHI~M9rIF?qphD`eG~OiZeRV~J?AribhjA1*rVF^
zdDnuqj66xM3)gPH!q487yI0h{Qbk5my(?UK+t(Y19zCxU`mgmmDmQMo>$RL1L#7&T
z>x|=HPS=%gO^_`AT^ObCZ%smEbbj%C8yRL{R&T~!+a(*m8Mjw*hxQiPp1!r}-?#XG
z@~4gCT_ds{O6{xneQL;i>*e#khI1Y|O>@^eH1*Dd*EuJv+P1aD>m05*!1*vzW@Toa
z<(j#lv+NC2zUKe?x&LnL?CUo!$3#fGiiJmlf-JZ)XmJ_;2R_Nu1)|=cwy>|$+VZuK
zM|l6<bqD7e7kRgu3QTWWeM@ou^(*&dpRUTw)@CnRxJNdu(_3fG;q4nH+ALmhmu*k<
zpB*3a^OEKmRc7(lb;y30SvVu8AZWIjm|Y4>71yz6MYi9MOnF+n(JLnAq2#{$QeOMX
zk0z;Yo!z*-S9tmsQ<>(%MK+}j_6PIc%q*N?RNx=|<Z8?pmVb-5?oBSYZ?L}Me$U9V
zFtWAyhuFL6|3#)6&$|4M>z=)z&i`unZ~Et-AG#v^gGcmW;;93MzNfTzy6n63<MtDO
zh6StIPv2Ho*IQk{cmGi6r!_9$x0@cg{W2o`|6D(dgjtK3KXJ(~5VP=f-LXVxeafYZ
zz>n8IO4a|FzCWor_i3kX*u5Bqbt^yc+~2?TQwNKAeg5CuFYlk)Rh6r4&&NJz_gV{2
z?gulTJyGR-wywL{>UP+?2>VZZ+>e?->37c5<%-YSHvGze-TI1?|I=nQFa9@IOBwF%
z<+5<&e$X~;Z_U5LdV?5mowOekF_-2nZV~O7%@-d0qy6&CDer$3ZGU>TGEs5C&Q)<5
zYZ$9D*B<=7j<N5ek;Q^k{mb>Qo+s&<*Hu6LDdQUB`%vaw#@Z!KG8g82>{oC*sh!P#
zSf@5gf34|{d%F)BM)9zlJh$!m{=fS6^pI>BExB`wN0y45%M7`sS`_LW@z#D{rJj!Z
z)WcPU7s6^DOFfX#ZIeD#B$jPi5?#M~Pao_3{mxtNN1V>xD>w1Fz0Y4p?(ovw=)?bW
zS@y+;7W9N2vVALXP5x@wMd5w*?Gbs|n>JjJo5))|PrhGmvQ)2kZ*5i6^bqEnezqB$
zw>ZMLmPRaYekK|o@T2|xqm8$=$^CnK^<7QfHXXe$!fQgB_dJr`!l<94+8$zhD%iYb
zN5>)Kn*TN@Dt*PK6^8}>3)`x-e#eEDw^R16u)R_I?&<yi(KSaJ#5Z>?J|y*IWwD;#
z`~trFPWDA{lUw(0>wGhBL!8)_uWRGt-d1WAtk2rO5qCzdkLz`R*6Ivikg^Ew%DrK_
zI_;&oafJ)JTcRF*6`9$#PHW@ZqkA5izG*mo-CfS|{G(Nz|3Ac*D1~3$X8LZzj@!;9
z7R9Td%v*O>d)<4cH_zv*#^u*0`G`LeU7yGvvsdijqxt`T$JWhZKfiEC$|3t2@x76J
zulv8=Iwk3QN}uP^sdX&t7CG2#GTOGJ_O{f6SGi^>TXJk>xSw0NBO;08hg+5Kty9%6
zk4v>a?RmE6jb0|><n{X;e4c;mnqO^R<IjD}uE@mvg!1!%7=2Iy&!^jdRjRD+&$Q#b
zzNZ*<Z){oHn0b6xKt{IK`X8O;hqq69s&j3U`?;w*B0w&wm8uijuw?DQ4gbZTO?@3H
z5Wa!?@|vxU-lzH{J}8GZ<)=<*j);}B;eRC68Tg?3<%OrAsoeJyE$5~dzO53BZfjlb
zy>RW6>o3{Yu-)G$zdOYA)aK`oF=~b^HOjKPmalb;j_7+PRQRxufhk;4Pt*PrXWgb%
zEz#e)tLy_~wf!G7K6=&B_~7=-vxjeYd6$_4?6UeGezo~lReSaI;CTlYA1M_~K3INb
z_MKB_@9jSDQm6a%Q|69X**jalzP+&L6N{YEx(*4!ee3J){9iitX@l62qn}t*^7YM@
zO}MW4!}8XFtFJZtlhO+<j}(0H{i>Y4ab3)%#zRsKuimO&zm^&I(b=SV^7UZ36Z0NL
zbqGHE{mNxsVyxw|<kqiiGozE^IR6OrK73U=Iek-e#owfiA8geVvTr!8d*zVZoABRk
z^3Qcy2fyd>hp(S)Gfno$Yw^d2%D)#_HuXMP#V3A^BdmZ~@3z##Z>1C3H?OQXn^f{c
zPCkQ2-p6wK#;)fat67V8bk#(B%<XHqece&+qT8dZUBw5=e+g7>DlSs}UNLKfn?djI
z1DoZ!_??3*y`(#@gQpf3KRJ2sWbK`oCvR~j=v;4j{)w^Q#kw*ex+7fU9OM0$|33Mg
zKh=3hXWfa;0}<;O&p+jy*IxE%$2HOQzH`|2-JJV0^PZY}apw*hb=Jd{?ECJi+A#M%
zS-4gsZmNZF&Hmpfoc9F#rANka7)seNTW;U0bz*U}_wSWQI3GsebC-J*Rpd7LkyA(F
zL&=Uu3oCzY4V-sR>yf&^@|OIX;L4iSrwv0R{CW5p<TiE|Xvsa8`{;JZ=0o52t=z*K
zb;33@)c?G`mTIZkyjNQvNgmaFD1G0rFCqA9*hSuX-<JF^D$J{3iaPQ3_2OGvd@N;*
zcDjE2%Qx(b*_)@e#;N1*1F5hn)z>4phH@10$Q<b^dQ;UkU8_Z)_JP#3N#57v_e3eS
zykJY;*cG$u-=n2miZ1>;dVW8>R4S$)#G&}>aN!-z<Lfq8v^sGVa@;w7w&-P5m$+Js
z!0|&<?<jyILY+7Y6=F{27QM0RhDa>Dvmi;Gz^d9G;Zx=F3Qs)gWM^PtVDNPHb6Mw<
G&;$TIHwuRU

literal 0
HcmV?d00001

diff --git a/tests/test_data/nonlinear_allen_mouse/flat_files/test_s005_nl_rbw.png b/tests/test_data/nonlinear_allen_mouse/flat_files/test_s005_nl_rbw.png
new file mode 100644
index 0000000000000000000000000000000000000000..ac3e9dadd08dfd6bd4649c22510da13075f1034d
GIT binary patch
literal 15475
zcmeAS@N?(olHy`uVBq!ia0y~yU_8md!05=q#K6EXdEep53=B3_o-U3d6>)Fx-hH2P
zGWPyQw~T`<GRf{Iq<<dbb9$7tUT9H<s3fQBVU2LXO-H8c{}Fc)TqN0g)?tq5z4?2S
z*C+Jm=3L{8yImn1ed3v;)Cnnr6w%|3oRRJuMLDP3dD3=VVuF0qqLA;~ckep)JvMZ?
z-&`yIzrX9gT+Aw4R=<4r>xWxSm)9Hbz8$F})_pW-W5iIV?)<7by?(Fruea}i79@UE
z4U^pWCgbnz>+$&;BXmkXuHo5wH9WqM^<np!aNZ`x?2QqRDv#d2=d54lUD6h|zc2F8
zbi)-g?KO9Ayb4d)7_m+>Z*sbq$R|~+t5@~6l>X?s`qbjd=|aBM@hgrd-3;5YI&#;9
z_uBPe)2qB^2VGsiBlbtk%ul*2iex@Lwb=YiG+Jlc*4E$KHn=$cdQp8}R`;T&j^*d8
z`DrCTME2Drsy?;wu*`e9VbibN2%TxHhjp!1v@ZE|X|AJc+1cEuUyrZQdTOzvul;KH
ze);aBMw$B_AD{Q(Y1^B(@9vuG^q!dhB4oSe`dmZa(}gFdG`~6Z@<p!2-F3h2M(Ip5
z43u8O5|;PI$J2S4OL|K5M=QaVL4D54WFGohmhYQW;(RSBQ|8?|jrDhSsV?Q4*=4%^
z=Y{HO?}b6K`PrsxYHnUEKUjETit?RkztnqSE9F?bj~Z#*32Cow{Tms6N#O1Ge{ZZ~
zJpJ=eN>(R+d@O$<f1kp;)qJ|jQ`c`;@@{Xj&!VRs;ZrWpT`woteKbhu-O}r}pZ&t$
zolLBK#Jui`qeSnt7d*Nfi~qiRKEKRX(6S}`zv{YoTziU4m#vcFy3e=fxT5Wp#kNa~
z_9yOS`*c+~bz?-xj@&<WkLT&Ey8oYXjY{)U3(?+HQir1QvRAAs;R=nP+#0$nQ8rOK
zbgfue|Ma6toQG|N^UU(jr5v7HuhZ)>^-fQwN7mf6A*N5Jp0`*g)0<(rNA!@;<&2#w
zMpu*5H%64zZt&Xa>i;yX{t@%~ireiqoGx3Qr1{AI-a3Ecq@zM{hmX7DPVN3&d3;Lp
zp*H5ziTVqt8AnIxP4fBL5T&!-EGxetd#~P;slO$c=&`O2-zt7>#oE?YX4|JGA1bP_
zWUY*|T;A;EY<yKYd*hu$D`F4&KApX3>g~EEYw!P*p8w_P`ejmw!jETLu5oVVy&w3+
zw=g2aa?idw6E!x?xv(qflFwC+Xr1jES;htWt-QHU)%d+-7x})t+&xi$?`+;{anV2B
z7Ug#xUUcdq?`qH14Rel9T)J@OD#vXRd4X5b9=LJ+Ui-ezUpPAc`^5Q+P51KNR4QKe
z#V~dCub)n#wd|Frb}fAHqvh$1WvfDMuldf@S1+k~nYra)*XD>k_d~n~<}TKXF6mj@
zH_0kuzww5t2VA3*vgNJ`MK3Mg;FanVbfPGyTDmoK>SXIpUrcVjd$l=Yok`Z+;=?Up
zZ*RID#`N%~1gCbOcd1{5y!EY9*JCafq@2(`zHQ0g4SFZC%Ne6|uFvL*ZVk`Nygy}C
za*k^H&vQAewd0FDE$tR=khy)R?)K#NOP4b&uP1x?FMg}%-2HUdqG{IOJJ;Xp&AVS@
z@2%-NcU6AHclTP($bG6C-ffy6|8dsOw)NBAs|NQ?djIa9e{qGk)`nG+u7p_rzN)%X
zZOzkdOKyc}nr{<s^qF#4N@=Ue8t2@n+0TA^O=W(XxOVf@ReW1RPniY;CS`4l%JW{f
zVd|bsBGa5qx0}{HK6Pi?wrSknp|)#Q$z)AivMI$RUazeyDAf5{(NoRFucfikJ7Y7m
zHFO*~y(b+K+Ef#~%8&hZa%S}X3&*uXeGf(@X+KvDWtydb{qO~$;O47EPdTSsY;Os9
zYx3@@#+szp<@PnxUvK~W>hsfizk)W_h)$G@F27mLw5Moa&C``_%@2+p2|afFd;b2%
zYeP(LWkoDrx_o9)E00#LX}WIs47F`unX4y1dYE7D8Rhp%x^4BZ2(hrg^U`g$yS?`K
zdU(+*w>5LF-wllLb16NUu`EXYsp`sOtDoMwl&x(p`hAH>{_5A+cAxS&c)j<0I=e!u
zwRHQ1g`uz58kcBApRTNZde(nOk>0A)FV9U`y>ySt)r74vp>4NL-IWM?Ta&t4du^a<
z+}^V{R^88?(6-0U%;m<OwfkC6bgfOa)J*pBH-7p^Gjj*i{=e$?o~>3tlXNpo>Xufu
zb$<4<7hW5xqL;r~XS$|e^mY`-YLk5J(77CuQnNI#`+H7Zb!_!hsY&f$OAqJrRxVx3
zFYF$k6?#cCXYJ#u?=^z^JXdMPX=bjPvuxL-i#|KMs=On5!%uI!{O69=SFQ`(QO>KX
zyai4t-c8MYT0C`1zE&uo$G#_18@^4O92#ykOY?frmi~Re)t9zht=O7lk@q$&p*D8y
z+VwV{y>#T7!h@#1_lQuHj9V@?jrr51{Mu<x5C6NJU;lBUeEsw(4SZV5^D{a#m&Js0
zUEA>FYRlFfBgwd{d=J?^KYdp^)p+`&WS;dd1}a675%Q}yO<mGfI%8E;wEL%1l4~@0
zeW!YNFPXJ=T6XuEyP7$rzvp*^-1cJ84!P^g_BvVk#w?+-ZuT2a5og0re?6ifzkSW?
zoTq(Lcg=mT%dt^meM#5Z15vrz#c}f50%a@K>Z?}pw#s(uJTJ-U)Qo0Y{V{9jyq0ZR
zaaZp>=$llue%~jK>{HjK_w5n8<@I}2=v1HF*U7be!fu>8wZiVtqx4$m^y2}if67L!
z()zou{^RDLBq`lW(?nfq?~Lpdua|5S`!uV4>!EA0jO&BBt?z|pW@Mj=^z-$!JT2OL
z$jT$)R@R}YZ6c|wpKrZ&&1Q|dINL3+(Afv1wocVwyhtVV<|#wTs8v!=w>m|fD{>89
zHSPAVjGl1Y#bT$koTKG!KSd>JZ-1(Ne%mRv`6t5u%5^zMFW$4wY1)RawK5YvF5U2W
z?$e&><=?-R?+UuQ@Q~E{X={(^M{ZqKojA3~xoz8|hHh5I^&y^8TSNCZHZELSndq+M
z9UW^aHUIac_1~w(i|SVP2A%FaJw15-`Wv^jbqrHauI9|X=@7JSSE>EVwd)kkLtbut
z_xGCGwn<lh=7u&qI9H#Zn6h%!rc$do=g{SwuU2ebV=EbLyZ(;-zO3J^8@}DTRb7&s
z_ge3CcHE7u6yt4|&UO_gSU2;;z0{FBJ0)8|C-JT5v>BUPuI6mbQ3#Ctd+Gd*Q@ztI
zx45}}*fVL#aiQ-l$3E|RExb+q=E8GAVL~@Ih<r1-^&nKy`b6Zq_Pgi*o_1dNsv?nd
zwPN;7hfmvf6^Xm%o|TUZW=ZK=m%Xi2VEw5uKG)kpS2t|g+IPKURqckb+q1;O&aXSV
zY2Jlv?#ywi;XIp6@0_{whpTDD+J#Ai(f@C5+&i&-<MV*fX{*8%cFRTAYUXt481|M4
ztf@@w%-pi&YRlF&=5>v2-8&A2?RWjl_Uv50Q$XJ9m!i&|vQ<)>L!JEDZ)z=F-ZC}6
zKEwX^r*tnb&&6kNM4foOeb4Ka3pczwcJtSYk6AYZymF>ayCL;1?v;RU|2oC!TVeiB
zZYu?p@zh2ys=f7Y(*vPvaVhM*ZR@vxI=lZ@?W+GzjQ=m#{`>#e9oY-FNv3<QTCvJX
zB=S>~o=&1^w66BqP22XhEY23XCVNMv?}*9OH5)><x<o8}#sBws{gWs=k@?n>z5Gw-
ziiRGZ#u0r^JMnMy`9H<sOtbWJWlyeF%#MuBc)d71&iePm3Nytun$deTH*J5}vA#NG
z;##h20iN?;Fb9S1DQi_-xp$9N=;>Tt#jSkT+V%upoe=(Nrha1Xq3m=n-D#|k#g|6y
zu3KBa&E-tk&APzoRPWQ<#HE5x>=XH5bt5eB(}eYE@&Q3X)z_wNTQ-3=G_>}^r`bzH
zHt+ee<;b;(=XU+Pd$)SFcIek_zb0MuS)DueQkd|yO*K1|t{&>W@#`D&`qt;y1g;6i
zu`XD$R?d3Xi`0^BeNRGX34Ali*kJl(>by49DbC(L?T4cD);tQ$>HQ>i$m$-*gr5bv
zt5l`8e|`IYimYq&)n_Hq*WV`IdbN5&X}l8K#cPL8zug+@BNF%1TU1slM}JNB=F<Cp
z;i<0!;>s7dKJ_w-*6nWPp6G3spM63*S2SX&WZcrE)xXbfO4rELW>x99yZCkdzstd2
zmARu2XiMg<do?@y@T=M4W~Z{{u5m?|zpc1i`yqB>luq%JJrB5YRoCZz)`&}eJoUz`
zM^{a^gjVQoyn4Cv;^x!YKNv#e)-HFL*5kME)ok@<(>DQ$tdWPT+-}HDc)F>_jD7XZ
zteKhzXPrLqE92HR*^0Bbcj-U7YTB|={95dluzm$O0p0a8UpvJ8WP9!9Kl}Es^YaoH
z@2R`oZ{rwr`&N|3n|IH4I<H&>G9#wU{CwfkU&|_Zb4#mx=BH{#e`hUcs}Wt_K3#V6
zRIjo%HuAAQ8+^7dxyZIh=<>5w`zrM!mOkBM74dmn*yml^V&7b{BGwfMUo&#w@t{w8
z(rU9UQ@!i2KfU^Xd(Yb6QE~q3_uRPFJt=h0ynWlYKVPgJdUwm(OJRG8Zt`Ru3-ird
zxIxVOcfs7biC=pU&3Y7S)^EQ{D|%<_($+m%%lX#VFIcOt)W7G`bhgmdt14PI)L18b
z`7Cd{y4~eQT%5bo>WbR4?eQ<#O_Nt&Ny?O5w}C$^x;!?{J4ZC`b&l@y(hIhXx{u$j
zo?HL-rpM3FHEpH`weO#pA$0j>!rkTX`7d0Hi`!YpwK`#H(cNRGS@ZWqNwsHdv#p-8
z!E8&Zeam%o_Cs3HnfDv_GwE?=zn@;R&n9>E=@a(FM=xEr1SQ6!uX&b-uU~aDD>8V;
zh9xoG$4`Aadsu7lo0;p@UYxx)(fyX!C%+G>Ywq0jwo{9@bAA4D$_Dpn=}%rh&)Y+9
zRaedJy1u+VZdFe1;n(cG5vOMq*wz}XTy;hNzRjB52g0s9ZhLq9qf{cFj+W9@{<dl7
zZ&ZHcUf*sndaWzGYS)ytm*Nt=E1qg~eP5Gx<J+Mqov#n89-ZP|b$wm*<(Ti!FNK}g
zE?2YexPG|W^M)7K<I)cw)!V16ii<nEH@Sa<*~Y0e^!T#Zubp?jD)C{a{(9F#MdC9y
zObdKy^y>jbwDsv(w-;ouzU}ASzwWo<9=UtxE{63=vCP>L5_<F2lNVk-(_2HOwoW~C
z?E{yy@!E}{r}if7iPAc3dW5xnUEKOCU*@o*udi&|HLvcz>_1V)4f*HXa(F9v=lTX#
zfBwXu;uR|1a<%*d<FqBmT3HwTlv+RS>8FSO^KP9A%e)nKe)avFJJT*s`&>1_`>$en
zg?X{*n#}0h%#8f&%&YZtWlz1%uKT(0^>>>;sw?9%Z(h1)b|^~6RdIbx%5%4Anqps8
zuFbtG{(0Byy5+B=a;82zzcwynk>!fpPfbO_JVLK#uUQbYk+))NMAf5E-qTM@^HLg<
zG+#4aGu-x$yQ0)gcEYN^d8_XIJNo<Ud7g}KcV2mEygpSJy`edeZ_lHLpVw(dx6g~N
zRrVG?Z5?+g>rhmeQ}q0wnS1w~ySiFfdxmXJTg%#c*AGRn+qZYmycJfTS2aq9r>~x}
zKjg}mwJJq5mQ~(Ux4E^7Mz4JJ^3Jb6>^qKmc}07-f?AGC?E@p0Mx;~)CjE4KoijC7
z@affjgS?|YpSR6Bw|48cDyzj+ZTn|c`P2*V337YM|Nj_&+f!z*Q;9K4_OeH8oVrIY
zgtvQY*d?jxr6E^awyHQsI7ch4iJKC!W96^6j-aZy<!4p2v)#R#KQ@1pUe65ojoub$
z``6z1>C#DixBtHLzW&};@vx<@L~rcUe-PT@yUMC5{MIeEi0-A6<08&)bGxP#mb>S9
zu0x#rtzGt?y<GB~;+|G`+!b0nqxlrK8h6}Jy(L?|a?N@B^y>V$t;-+h+*Pf(+P2Iq
zv^U&aMRnV})z_7#<!p+LUMhFZaNDjR-uoY3tcvxX9uqcYdhfO)VM(Vxt*$yfanAlH
zp|Y|6kL|DWTjeRMu9GO+rW0x!tvgrb@UK_=b`$v8L~kEh`Rcr~;u?M4{}$d}ribDx
zTC-OQo!a&3)WxdkpO5lSC9HisRoSvWGkfWVn2J=@HLlyzDohh~+j+K!o-&=Kv;E*_
z`GVOlxpMng?)Y2fZ5q-p7rS!F`}s95)<^!Vw7W6gf8njJ>$+UCf8Enj&FNpe^^nlD
zpy<zgW^LGR8@gfFzE>yXpBVK{S^b|QJ7e`NKT-GaD#uirX!iXLQCp4#zGC?Me*fp7
zEpj(Qe(J1x_w?_>_xsO$7uu(MfBv6K-`kgNnC)zKN;~(h__Xc~3!ZHCh^Wfi7UidD
zz1=N$YSGNHQ%n1uS2t~4xOSm_bKkltfeB}CysA9QaaujdH16{rvAJ<OIk>$dyemTw
zwMCySst#t;&i%UKS;f;u@0&w&o=$tM+uQLgsIEk{``$IliqfanLHS;{=7jgXJ)^ol
zFuHh8k*3)6ZPU0;uT9x=?^S`O!_~Nm;zLDu%X33lT|2nz{btiIPZP55U!1Bi?RM0m
z*YRICXIt&PboTY;()s)TS~YJ7DP6Nx?TxN4<C=wQznC1?o?iX!LKN@ox{kH2?%`P)
zx(~0~r>U&Jy8Qab6Gbi0^;>)85_TT5YMr-NbxmR1-D?x-+m^0Md!5S@?$C4nkaM<6
zgigs#p0kN}#cxQR3M#rjRm98Ld}UT~+})Q`?^_<&?gnb%3(niWC6x1aeaYHQp|_H?
zw|VxjJ@$I7xBQw@VMeo7#XU-ozB{er<MsU>(L1-cg}oHmwKyWPv?SJkePH6%rAAK`
z&fo7@8yB%|i{HaE&&k`8nqLHk3V$<OcK%wI^Xf0N?|+WV<XHXMWy8C~*JmXcToC{7
z&9^2l?&X3l7p}GKk&Ao95qF&9bm6@Hd$;)&R()NvO80>6B5(h**KW_)zJJ2@Qu8Ni
z+KIfaq7h5a=Bjd;H?EZv|L?uFZ{6<sw<<mF_AmXE{C{%xgQ@*I?u)m}e6W<>Yxy9z
z^z_R6*R<kdMc44QY`rthB6_J|^v)$GGFCnLD!Tv2$(MX<e@m=aG{5qMMNEO)o26EC
z{k!?~f7YyH|NiMg^)IV^HQzS0?g_fOXM@a^5X%R~=3jSC+rHI3Vuz$|xKX*I=6ba^
zYx}l;z489Xhx5DLDxc2sp1O)_O<=TpU5n^6nG4qfCbzkVYvxXE+jA=Z_|es}Id6Z@
z-et4CGSM?jI68mYGt<(NQu_(_c|t#Hy)Fxj?!Eq+KjABHqU`x>k!#a$$wqyz-BuO(
zXT8<JV|PkR`NVF$suWGEt~kogp}psuT*AsMxk$d)RWjc!XYaCnkZ)ou^Y5Zqc>b0x
zTRXxhWo^6HRl>hkFwXu{+;z1Lm%?tU-?6`{%2FAff6o27T%0i9r0_{ziO1)~ov*){
z9daWpn*C$d<}DjEqyN4PO}?cYo|BmQS|d(3d>&Ku(*Bw~Q?9RAn|JZF8AtBZZIY3$
z4(r#NKi-$<AfvPW>gOt^5~jGH>lQCvd-34O>5uLGr>?DwZQav$sP6N}#UWeOcIH)k
zM|9_yCgx{e+MpFTcWvU%PfJ=tZ@&6|IA`0lO53}oXCum<^f1K<*nIZ#Tx{!5^Y74$
zsnt2Q`{p^%|JU-R_{ZaD)jeqwLc_hMKDJNKTrD1!^VEvx^wQhWhpZeTR%PvptK770
zS;AS4)2?r%?(qr7EpI4|&(6Ns9%abl9Cx~Z9eW&e^y2V+f3)IH{`}gq$Lr_4&de>*
zPfV*GhiZLauq3AU>NYRVY{B&^S1a~@nsRg2!%)uCu5)(XJazZdl85K?H-26AV_mk$
z!M^72TNeHl`*<o`XpdZKw(0ulEv5ba+YT*Woqg|`;hue3YHN;7QC*q#+I0DwI&It3
z_)vz`_FK*+zviv!yj8f-H2LPt%_>cYb9JAZeqEKcEv;hje|GyP(T84#wfNqA)%tXk
zO#bWDNqeqwXYV{G0_w1s?|uI`=HQmEOPAfRTDof6-c47Ph3t;qzExaeTja+0{K3@q
zPktnERfcYu#=V-&IN0w<&e=aRn{?;K>0Y1qX6Mz<UT%v^xBY6{&}Pn}X1nFx@!PYS
zbRP6D`5n*x;r;7qMcn=W8+q1$s^iRNi&V`~+%%{Arqr!hmAtvJg6l)Bw(PyNBv-a7
zFLckYQ=8^Jzi{eqU2x6mtGA=hW_KujJ+qxzL+{?t(634Jer-PNpO!n-al!JLlfwCO
zw#=DQIcwKPtwZZhU)!@`+G;QBXwfz6?*E#&JZ-n)fwg*}+uSN`YqlSlxMcF$kTu!a
zaSpF;-sW3yv%5Ub^VYQwzvG_%y>!86>e|*lMM2Lp?_Cp$doDI@)vUGQGq$Wve#dzs
zEb_bXU4aL7-<PgEl>I{@|Mg0*jS}m-_B+Md|MH&yz~8NscYf3Uk`>LRZqeM8dm|e+
zEL^L&{>zrBYu7WamkOS?L27;Y)J?zFw(b$Sw)WPn=c3<SS(nVay64k#{;%7Ft}VC!
zSby)Q4trzUv)#IJN5kqHLic>TSD`w+`PAa<{tY2lEB3BR$(3c%&J~UO`)l60uy?uf
z{Y<%6_cSdRPTXR8aP_u)i}ib)UY$~pSX%Rx->z2U-!{fqH*fRa)bg#p?XZ5Wa;xeZ
z+ilNUx8~TfZs^+*dTwpqTK&}QDc3(toVDC${R9101;(>e;^p!=R&T$WD0S%9gUjz;
zSbaLz@P1oM?=300SmQ%NXB|zWb)Rq9Y|6EIb^QHJ*LDiKO^d!2-suqStfsV`HRk^R
zjeJ>#(dD(~ZkaFS)%(`PSH8X;Q^^{ey1IH|y8mIT=#$!abyiB9bV{_0{A`l7`a{&G
zonl9I@;5JDo%;Icy#BvoBG<yU?d#b8ugf|yW#`h`#T%;hz53Vr%lohY_bhFZbLH6^
zw+^pvDqXOaxAJMj>Y`20GGE<h<I0uQ)Tw+cK5g5q4blCZLx0^m|7Tg2c62zC_Qnr!
zKlCpyxpd7gF>>Rio=ai;+5GDRqo+TZntZP4R9g14;<cXpa~n3yTDx6O?%JNUDJD^e
zR^@H;D_mYW|Cwn>gHKD`5B<*jVimt?(j7Y8zFxTCrTUVu{iaehXLjS-hu?Xo^mwki
zz16g;YUy&{oT=M3Uah#B@oAggr}yy%f9JLDf8y<Lyn$=wWVxvCtQ&+nR*3)OR^DT0
zQRnvLgHl#x;?$|mxxJrHi3g;;ZrXECM@uJn>bXA)!)(`2(^X4eePC72Sqtf{rY)si
z&f4EM<nQ>;$+GuD{EHmhKWb4qLJ_s>pRDGu{oYq!!?598LiWN9b9Ud9+N-Ou{Q91?
zpE;_3BplA!yRT=XsYuvCsjXAH>uPqk*S6mhWGdVkYFd@9aQ1aYwCVbqxcf&gnr^xJ
z+3Hx>%Yf*ma}HKYJ>B}mU$|wP-KD?PU8zrh%l}x#E@QxJx4qzL`?2NyeTUzheBZE3
zKH6+L&zh&(yf|NP+7@<0Q0k)Pu4}ivRIevzTX@NIP11_yu6)XK?(&u1>r>Wl>iOG0
zbzbwTgtIrK1g~A+wAN(HSJVA}4BpsmD|-Da?1om{iRs;I1>=mj*<F1&)g|oqt%p<n
zrR=I3*Zyg1T)0@IOnckA-SrXLHoJE1+Is4KMeEWTPji!3f84d!C;hdyoZb8B@88!x
z<PN@*d3Sm4T4iOHq}*+B6;CI(oj<qub-(S(9NzwQ3wvZHOyb-6H7zi1@7lPC{MA!d
z^=<zu_`%En?6qv~W7iBf?5c`bzIp2Gu&B4L&e58S^N)quS>)_r>pwS-`_EJ1^Sij#
zR7M|u_^4ruiOgH4ILoP<O>K6qx}1IQ+QdVjUd$2?Tb;EhPg^p={njeJwd-P@K0fWM
zz4oxv%LkIT)~!`fOy1^}&&?xixN_6hmT<qPb7GH#t-M(kZ8UqWwAGd>sj!UK;Vt2I
znK#z0Ez0ZtG)v07&nLhAme$ib=PqAqkNUUGAuggT^4_P#tJSXN+zpGmc}kk;ddli&
zrunaf+2b;kZUk=o^zy@-xwo0pvKMVJ-Sg2aD1Dph$<?XCCvRA>U6agt>h@KZvt_^E
zxoh9m|NS@+X+BG$tY>Zf%conjS3fHKp8P##@t!t|qJmGR(cIQ2u34;~_EnuZ+c|o9
zL+Si&Tm9NsaLY!|^>vTn4_SNX+VV-;Sy`@4xURPNxphc{-|IPF%h?ufORHEqqd99^
zT)o=Xs}o=4KHVf2pBIujm+#4e`pFI3zdD7^Uwb8>R4%$QT49UnsqDKieu8EWPR?Dv
za`(Eu_uqNxv4dNnzk)Ne_1D{M+@+V4y<_9f&&I0kifgWCt^P1e%DFEne|zfclEUcE
zhq8jsUh`F9&i=V`s`|AH*EIM2?wWmh`z_WYhiKdNk8}T?nt0v5>VACNwq5n5Pn9F>
zl9zbjsIo6CU%GwH)0?LjXRluy%;6nc-LiF!*-z)yH?6j=Ra$xDmDc~LjMw2_6}|V1
zu5Od-`X8M5)xgVg#@?qo=fiGk*>BsuZrZ6c39GmKWRJWvb6=^Fi>^fS>vav+uikpq
zzA;Iq)^gs@qG``{^0{qz_FbR4$}cf{UO4aSo4cN!NzN{g_?{X4+NI-AmGHlVjguXh
z-w%tgP)&DSxp39-kej=z>n=sFYxsIYO<B^+bk)kDY0q=6gq_z8%~jILJ^Nu*qG@9I
zY=LWg)*jg+6Smp(a?je_ir(8&&rMAyIkR6j-@}yN^;GA4WS#M}n^`N*lx*W#&wcAu
z?Y#W12E8@namR0KRr%$;4qhssE^Bo&ml0HFKDEr=7Bwq%_qL+wU)LfhC?$N}R(5{v
z)$OcWZ6ULyZe&<q{Cr*img6CzvxkJP^{n-b)6MqYxwbMcy{*)K`r76HA2+bA$j<(@
zUPPf)T)4mL-*x*RdwbUMR<^D!j0=7oX}BcOa@)nCMbFnquS;8<8e+7e?)v$=9<LMb
zu3P&m$aPy<|GJV7Opmm3=RVqY;P2xPMav@mzWnjMsU@%2(rvRP^c&Mloi#VBLNzyD
z{eE@-2cK2z|6loi)7|dZLf4$N!3RDsTvs-A+qXMn9=D?mH|)FkFxB#6_m&G`p>ozP
z(O=hJoV7N5s=&4D^)GC{lyq;qC!_n|-Z}H+)ytM|UAz0U?)52ac`Npo|KQ$u?DnZb
z=@35s)17fkcyr&by;;>-IInH#^42})_+Q`4as7E^x|;pDu8+TtT$VYnwhin`rMZ{G
zR__1#Olw=){(h6_?NeSR@a9g<&w6-EHuBxc4R@~Y^}Xd))po;+(ORl3H*^o*)~^MQ
zdm1iW<6gsG_wT~PZRZYXKd+kjYqF!po1AUC+BU4(bw4#L;_S7pM{~aR-kN2xr7Xwx
zqt`jN+ftuSt?!+t|KP%7)63i3DxOX-YyA3e>+M?;!Y4`HI`wLAZlqar-@1^mvvT&z
z|K9L4A$v~vjad(-{wdYa*=Bm~wSUdefYP%!vODhNi^lmMdS$-i*ygJXzy2%BnOZ8n
zwbUx^?6ub?6{3Upq$P+(?<_bzz53Gh-#eF_EPk!CZB@Rg#$H{8ZB7yU+J5XbEv>43
z^zuwDBj4Q%MW;e6?|#0Xv-L{4QpEa`*JeM-Z9KN^*W%T`Zf_{s*0v$7()O><scU@e
z{pJ3NZu@o6F#2qmcYWKfsB^D%w|<R#;-BuSp|d&kUt3Q3yx!Yh5xc|fVq|t$8$RCF
zw&&D-wryr1SEp}Yc1m*o&V_6DrLA77aq5~-9Ovt+H>&JQ_lK^Q+W7TI_QJK9ajjR@
z-?tB$z}vr0)`~Ox&7)OC3bs?WvHktjZ~yoe`@**iLr+BpKkYexXT{n$a97+)@>DkG
znsvd4cg;T?cD>m}>e}SBeG5NslRII3xpK#$$?QR`;Xez1H2k>Qm1`SwDo6MApKWa$
zX05$_t|B78b?v(sQV&h@UNf$bi%?u(KU3}<gG^=UHn&sUYI^IU@>c)99C<czYSE(*
z%a_GwS+AFTXE}3i^{KBnPua%YOWZb3)#~OexzGRlWj`pb(d1&h|M2wuH@AMJBuDR8
z+H)xQmX`Z<O}@23=jLju*PiQI>lLy2YS66CzIDO3Pu0FSZ5tEU?@@7Z@><!r=JPcP
zuNl`1MF=ysJr8?0wf|(Sac$~-r|7FYrye%lG-vmQIbU3}wne=PKBpZT%MzwpzIaM?
zMSyk=Z>4HV`=xz4O}}19?bSWtEgJLllgNiD+ql;A$JGhDuMD-UO|*RZ**t6Y<=|;n
zpn;j`B8RG0=X~80moRnnykBmr_a8HR+*sM7ul-<EPHD1{?D{$THq80*b9GMblg08y
zyy4b~Yd3_h%-R;`c`8@;iRquq>tfcdJ+)TjDVtnWX^ChY{{;@)z-W1y3f08rLLi4c
zUh^WCF|Pe-c<cE?+b^_+=7`2E*G@Okd0zYM+pSZ5+rMr-{{J$&r)l)|>1S`A^3`~H
zZLLP`-U#MSz1-Z@AF{UT-R6ppy~?JzZ11*b-VtZ7O?8uv-T!&{ykGC)D}qXGH@thk
z^=j#qwJQBb!(T4e&gcH1bn(%t>B}EPzc{3|ZCB+J0aG3Ii_<^b)z7}MYSzZ7J#G*~
zY`&_lk&KSN`}8YU&R+hw?!I-J(cH2jAAIv)KaAY8LGIp~YDwYw(eKyKzOI>*diL6C
z-_Et`@+%f-Ydc@NeE-jZ{vG>1)t*0-@Y?R6_V?V_tH&c{^H#ia*|w;8edlSnd8(&Z
zS0A|Y{MzsBx5Mt0O}-SoxpXpT;@KNgPp^iC%)K0z=cM^Px3vA1*G@gvN}a3D?D58B
zPfrLR4H1ptpZo7lmHk=m<#o^WQnTlUAIjRc&ZKo)Q0Sp5(`|MYKYiDIO7!DgpYl4W
zN_?%7{<VqIQ~yroeBJ&3r~Qsy@&yIArhR^Kdgc6`lW%$X8-s$?DIz=-?98__^zvTU
z|McJg^ZEQ+J9o*uR6G@3^z`*X;fdj!LqlTw*Y5k&xcTO;#woX@o|<kc-B!)?J2Iy<
zUok6tO8BO$nkT!(o^-BNT;IH2GG-cY?$<r1`j3W%_xXG-(lXC_y}DoCe!|6!mua4V
zzki;wHv7C-?o+iKzSUPg?~;qw-}C8o@YC0vt17;lM!(L{)jX=R{#T!8{N9bar_-z=
zo^LPZiVJ=o_Q`9r)zb2dhpg+P516*Bf4AvkP-yDwboGB>jOP~XFR$CC73!U{bm7XN
zGoOM&H<y+MZV0=vs$%ZhYqd?`?`}{0`uv)#-P^!Dmvmw$9Y3_2HTUk^%DK0${pO6b
zd|6y(6@4-_@#V^!yDs^pul{iA>#c2fdhcvemcFIc`}x%Sx9Og7TVmfkMIXM+v^@RE
zbobNZ!e5HcrthzL+4KC`@8}JoA*Ru~whLFOZgZ=QJr$Pc`tF9B?Z;W0OsD9@PZD4I
zNpHu~sQQwp-JDfB(=xKBhx2*gE;75Gwz`I&$9Ar7=+E>mRn^hcxIA?OP5EC-+kcI^
zUTJq?QjvDiakG`%zaD*TuJZQ7UN5QLA)awtPVHW|cB*^$z8S^;@2i)uYhSGy(LeX>
zwcih>8rv1`UA1uSL(fB{a?zbDZ|>SP;Yv}&;%!_j6ZfwD{Q1<|TdSB>=bu<TO)q|x
zc<%LU^KLV#PJgOxc|E6hT6xssZM(E=?-%@Qe(-rk*0y!3A*B=6t}Czm`F@34?%d}u
zcJWs{jmr)F?&cI>yzSd(udg>AD;tBVB-f<tKBmd5pO>~pulv4xPtm&PYc_=@^xitf
z%>Fues;`T4u<GJvue_W?xpVjap80<2x>MIG`PK$T2QQ7;)za^KJF2qe>1m7bb8Fe-
z7QQ;OZ5>P4Pu=k7=-8dh4+UMdS+o1`{q;+>Z%;jF;r9RG^0@cEf2{w1H)HRTReLwY
zJ+)=5)IVFHTBDP5SM{I3!Kadyf-%OSn@w|0g{``EA?)h)+v?%By;i&`y|HWl(-&S5
z?l*s3Q(~{Yxw3y<i0PKEM=SGp7A;EGPL$2p{_1n}f7qlYv(~;o>k-YFeJt$ZRPODS
z%iF%z9l9pG-fPj~l5?8Bu4+DPZsxl7C$~{4?*6Z>=WYJz{`KN|$5|0)X>@kC#hTwO
zYwIe{r)5V3m%g2O`C4Vd-Sua$DX(`D6@5MBTdAx}*6YsjIISIOxl{FHI@i9o+%oO9
zm)q*lvo~I~UX8xBsqGBsYo%@H&S&4bmcHMnd2Ri@zs@Y}cBQNKUHRF>7q+sg)OOoF
z`%kAd=dG;_U97rH_~tI_x`;*PTT@jt^RnB*BbUYOJG<K{dT-dR%SCarHU62lqU+zK
z@B1+Ge`IcU#nZUxa`!lU>%Ye%=iIkko%8fo+Fh{)%Y|=dMdq)&9hP?`toP8Y&81&1
zUUh!?Q`pTpdjALO_yYUNhga)6#jn{P{V5r|?G*R3-5l1<Yv<gVX?-H>9c%pNuh&w0
z)@sHr-q5u+X18#uVD!rVS1%1_{MgnwxiDZWbN2OX%*%2PUHfp_IU=_F{hv<@W239B
zo7a91Kc;P~yXEV-nc<giMz6}+v(DD|fY#ifcXrJ`8urPnHl#Y&_oLL;K%T1`+T6nr
zN!9FpeKhR*`h{yNo?bk)``H5%o%FJQW|rH3{d(){{8@F)vDa0`t!vAZ_MFRq{qKbK
z_pHNVH+H@L^lD=1y3!op%Bi>47|Kk39#&uSRGcmR!-lZiyR1K*nwS}S?&Y7UuD74u
z(K3zBcU^bm+RDVe_P4HWIJA2Dx%nx@cHeH^I-Py|+Nx@%-O&lJ>oygy)-p`xT&=kK
zl24+x_?-CZn-6L|jmwQ@&0e^6H_Ljb*^f-y7vGrmsC2<v^*HuJyJr8Grv1ERqL^IN
zeT#F~Hf(yIvHIh#nNtqT+BCJ>?G)?xV-4YYcRWwOy|tlqgO~C)xyrpB&+CQM=FQrE
z_46tHo`Y4JLMx80K3lS=SbKTV$~JSBPkV~=T~4oEa*Fpw_MSYo<a29dO!mc;&AUFc
zf8B4*%FypDFZ`A*&(CjKtGJ&1eZr#moYyw5jsHJ2_D1&}!??*C!fsk!+&MLPXUO&B
z?1-D2w_L4=bv<^Y%KWVM^t(aZijJGTk%%r2j7!XJyUsoL`1-RqyyBF%&6{7lV(o6u
zzIAhsvq~SD^=N9eLhw7~(7Xc~SD*2&y!!i&Q9V~~t<6F0>u2Yh9^5tm-n9wgi-K?2
z#VtNm_M&C&I?d?G;^xuGx_i_Q^iI(FK2fVYeoM>M@b|^1&&*^B(+r;%KkNFDY~$$p
zycKIVP2Hds$A06~^=sGLwiW#n%g@jj-*z*rbNPgDzyEg|w^hYG-(G4jxnB7_=Zmt+
zyQTa8n`q_yyYuVogL4NMqNm$!FZwlY?Jo5Lt+9OC=7C%8G+dk%vboe%GWqr0#yxte
z+U5DH&9;R~-TQvVLgI#&l5p6@&~=kHe*NU_ef!kTXwT@o!Vmbmrb!z_P0HG~P9r(z
z>7|cPPeot2_IJvjZQH-zY`8Ab+I8Le^0s*uvMJi}{_*iSU)D0s*<recbIqps9i5Aw
zvh_?`GHY$Nr{bFa{QKAbrtC4>eP3!@cDCQ)1J^{>+w4+XZ+0lG@63gwQ`athNPF!O
zefl)7gs!J)bodmfILp7~o44JIlwW`6jIUMa+Vf!_f335(PW<&QnBTtc`uvMwrCZgu
z_1SMPI(02zV`#<Gs=Pey?QzRguI9uBf}-)X_VxKUt=1^TK04=c<(l*P4fB3I%%4-?
zd*Ig2TTa`GHeI{?;m)bAF&WzCeyi?O&72g{T<WU1<?Ba@^)b%-VrnieO_*8~-oJkP
z)JG;6x5CbX#sj^gV|R<G>xZVU&fdCq&a%)_n>FQUu0>0n<9hCY%C*2e`}JIw_1yEK
zm)^OpY`u2v`DYcOF~@R!Kg`<A7w;UO%3@)m`c!7^@=XEN`5b#T3a-CXzOv}~thK98
zOGLlF_DO61`A0$XmfyLjY(0Cety)@+Xx#38|G4(`3)f%WR#bNFT4lo1zSGm^RfV3t
zw)IGkY`o>JpgC!}PeK!xuH}q-EWUD6Y53Q*Omk+5Zo3|)S3OPIeX6xy@Fb~QS&`ny
zZk#d|nYKD$*Bjf$+U)4Rwv8t%TRUaN{w_4lTK!y9K1=Z0z5o9eqRaE1URkq>H=pCq
z%g12dS=-hbUcOnSe(?39?J?hdE9d^HTWwNU@^-_FtzTd3AK9PYF!%Vi+0*MAK5yD~
zDu2VLZACXX-?1)T<>k5R=B{Hs8^6Beh?~B()Shv@$nrww=<@V9Yn^E~x~!R3E&s2`
zG~f32!fkm>*J=+goXTw%l_wMbZmUmfJ18!CL2(fkw^L^C+VI1#ecZ37E4yFk?*3#O
zA^-2#!GHr+4_;V(v}OD`|Gk%`^6FLgTl$_)-L0ncJ!;jLD><>HUKLN9CKO4wK6RS1
z?%^G+r_a{E_St5)`oI6JU(>SZuWgU7Rs8<{!KC8X0dd+nPh-|>cx|~oC@8q}t!Crb
zk5SR@RVrc+>xOHZ*T+7$-etGC^6iaZhpziIFkL%+@#@W4&$b@Ac3Jv<?bO4IvNmkG
zlYJ4?a%G-*|C;%_XD?3ujlUR~IQ7sG=l8OA&K%I%7T34VFm843**VdNe=|fs-1?BW
z(K<42=k-NPm&b)}F5Mfr`Do?TqDYUOlMWSGu450=)Rl<Je{Hj8-UH_D<<aXR<Mg-f
z`>^%?&r99viME@*v)#}CnqM<v?VQ%FS8t!XYVC2=Ix^z@w3}W*&e6KB&q_qR54%})
zbWhNH&8i3e+qn87qg%uCSAS7@!x0_)on;%x>wOQ_3qA<)pBk;E^Igh2i1!+=%UQAK
zSErwLI(2l(snVTh(cg6|VozWE`Xa3@ytE|rX>qEQT-4mP^N+?~-xM41d0WxM^i#UR
z)1-BEY)zxhCrjq+6@L8nS5EBFxr~<8-)>g@vRJ)!t&H&Iujfp*y~@prOti?Ilb|`h
zRsZ^At?=i!a_;s&Hf<?2i&oxq@3w5s8M)a1FYf=__`37@<HyHuze?C^6#cyMYu>f6
zcfOlTy(3w|HkRh@nbhV8suDl%DdS(uF2C9Rde7RLE}yFlw?3K2aJ;7V>jt;nr=Q;G
zZug0Jw{=6v)r7l2%eIA{O07!Wv+mIgsT;4V47QxVc6$08`_o#PKm698zczJFw7hxr
z_IVSx-P3(MHM^vB+pfR<CZ~5xtbfS<_h4?L@Z#ESWfez*e`xt<zUBulLs<OqUupM-
zv=CXY*K-TExrLfWZx=DGpOXyo+4Lz|*I#fY-tFJ^^`Fxoxw-<iPhWQbetgk1YxRe!
zjaN5H?3h#a@ynLaCpNFO|GD)2cW1#{rxwN~9u{8xI{N<?clSe8%MV=J?Obs+`ue74
zXBbw$537(>UbAVchw1wL#sc>&-`ehqOZeKl_UYGcT<b5Lof~bt#xL~x_rDK~m2;n_
zCGNa_NNUY(KhE_r!ihUqE%Lp&ODk?KYsu#Aff4*)7>;cFdjIYHjbAHDdO!W@t^Zrk
zZ@)O_Ztc|ddp3M}ns*^+ThW~B*FGG16~Y_M{(A1kZL4}S_vGoTZnLvvT(7--tKSWg
z_3RA^k3`<yn6<-r!ltdWu3rdy7+SZ1GvaVGqu135;d;;R70upoCnNFfwcK>GX!F9n
zyZv^%mQ^fm7T%hi-4mX^`nAY5t+?>K)jE4V9GUg->Qry5;CB-<c3!Nxddwtl`*fiQ
z`SZ6<wNB0I3Sak|)%sXiCYxr^jXk%n8LwyeKfhs{?XFALzRr(+y1z-a{hC$WPT!!X
zag(Li%syWc{a)<zs+`!jFRy-%QqPgo%(}7f-|bap%lTJ6dGRXotW2!&dYh>Kp>;>5
ztgZhazOP?-Pla}ZtcuQek1bI5Mn>QNwcLK!q08AB*{ti|?M-R9#OD`SpCtODX>oSv
z+L_|#=k0$oVM6%-<n-68DtJA0cZwdc`@H}E+$q{Ir+9^Q%V)0IbhYAc#FZz7O|?5M
zYIg2fbhm5m@4`J@Yb%#;X*(-@tLn*AP<mZC{p>vX`YtK+{MS+yyrI06OXvNpiVogW
z)a-IvcUjhkJPY51z0o<Z=Qf0IcY7+$`By0Z>Rd)CN9SPOjbB-WeRD!nU%x9UUU28y
zAMO2nS}!;IKip9nJzX^HF3W^p`KhwECWI@U=AEQv9u={<^mb+vsG4s(T{71_T*^>z
zz52qA$2-a%T7R!uzu>~Pd*O9;5$cuE;(}%&q1R@wc;#*TnK$(Bm+<=OPuUW8o(`G1
z_SoxVMw{2hEW7mDdKcf*uS-Oyta<S?E6}!o+bRAp`l_d{SMK`vlF@4KwsR*}H<`XU
zzW*EN^@V$?{DU`4Q#h@=OzZc>gu4Y->Lo0X?~9R7Jejd2X63%?N3yrBZT1SCy0-l|
zgI9gkRr~q6^Z(X-tf<PJJ0(2Q>7q5m!d0c)gf1Kk`;fIQ&!TmMo!zalb%9rXZ&Vfk
z5tuV$6{u_9YU3NbujkdVb$8?^S*_f#sqWC`Rqdu<LaxsCwmqJ3st+{%6cKfE)}zpO
zo`IJ#{`y52uiv}vm;KZ$r!Vt7&6c?NZfdua|MCZ>Urbu2vWJGc&#PvTowNK-Mk4Pu
z-sKC|&I_;W@^TA~m0rIkw4#^m_5WEy|IdEbobgPjHs|^xfy)_|KU8`7SAAMFWtC)v
z=G{L}-9GbvUv_iX-W5L|v-}PU3STFB|KqlG5C1uEU2}@Qen8tH=PKjEB|7Z(QRi3u
z-x&UN=l*{hvo}rEF1uNDeCAqdKg%`FxohpV?_2*nHgfgWtN&B0-n`vVTF{ZXY7T2=
zh0E7@?}U~-%YE7v>wor|wx{L#z4JDSZdi9VEOSb@>YD$asjnaHX*#MVD<d`Qee?AD
zBIow$u<0+`!{asURaio(X@vP4r)bO9PuD&!4L!8XZ~eUMQ&zQvdND57p1;>M+sWax
zXxv}TsY%nW&yU+_w>`*q*0ibW`P%9`cCna*{ugX{Udk(<n_7`toqIQT-t|)g7eZt^
z-p$`#xTNiCcUO0@@Kxu`$V#UO%ej-Mt>RkqF#mp-l1}2;8>{5lrur>y5T5FPchS^^
z3w0uMuKM2omHD_d`r#klOCOHR+E}U?ceic+p|GFNU7i}7y<KtPvSdQ3X|(R=*3a8L
zK5zT<#p=0l#LdrJLKRQXpU&3oyHIW8)bmD;$J<u<@veUFR(Vx9BeLG2`?T2>)2gbu
z^4H?x7GGtq?JDcC=+l{>G^_8F(yCuYS92Ft3Fv0?J<sP=T_2d}nRxh9h-pW-?S+Xk
za~AcNvetk7JNbS69DB(vj?<b#Play(^y=Z}H8yh&eVww$t#vNPO~Vb-ZtmjVsx;*(
zYt7?d{r~4>&tDsVHGip=_rYItZf4E20x8{)R*|c%lPG&?wcLw&GFy~p&2-vTW_$bA
z@$Ah4`zlYVZh!VFaPu1bIY*~XS=F}fm+YhRYT?9}F9YJf{t$cm;TLDd7K3%Mb65Ri
z|GUSG`|9jP`9D{m-~H+N&JSS`wkgxTwr}3C?O9^&y18ppOm4C3??1U!aAl(3`=%M^
zQeI!Y{NecKn_3I2u8O*S{>uMsQgq_igh(?%zbCg=<vfk6TGzTE#pLSa_*&c86*pvT
z4Xk>uAA2|_?bo#bA8)Vw$G&TVNxa@p(XjsMsed2ptlLl-aro3Z`6}UQ4QW;z*9t|M
z<r;5OtH_n{Q(et_R=h3kl<M|XuMTbk`K2^0k9Eoot*L+GPiTKV6Vm^{M=`gz+Q{Uf
zw*30|gvA9~wWf1bTNnN;dboCBRgX?I=kuag-SDYr=OlWj@2h(Atb2RUG1Kg0*Cf_Y
zZn^wDX6~xQ#EfMz)!8fL)K04%>WoP|enac)p<VYc3ZI?ysxewk>PVYxMaf(PqtyJ9
zcLHTY7;Z(cJHWcy{rIMZ1y<Lu9nHP!ysc(S&*R%0Lo00mSENP9Zs}L%w*CB+D`r(y
zjLvPY^pf1AQ?HilO*mKcwPLNR)bWp3-LF5*xvP6hJN$vtRpq3cNfzs0zx?5>?d@QE
zwR!8h4Ef_G#U)3ZpLcvKOi9ex7t>`N&flI|{BX&-<tZC;HD4}En3|z<e9Mm)R>52P
zA9Fh!KW&<`xk^VTn&)|`>e9AcZ=daKulwx!GXK2jYJWN1pm0lnGMB^Wr?ciP{Pj25
zOxEv%lo#)EjnKPO*4l||SoZ6M)cZRZUHUW`&Q3pF)b{Fo{>?m#-QCkU{6bdka*U{b
z@nFNc%VF}osjdst^LJXPudO>jZEbt;o&?*Ptf|4r)b@%+92PioX<o(A^YXiEwoEN$
zUGTH0(=X(2p6+$Qb6=F6p7NXO)%Q~L;45dD<0Y;a!@@*PYX+~o)Vb>Z@~2#fGUHao
z++2C-_{6<d(V-_&E3ZqOeYzmY^6BYTE7z~qTVmWTE`Oe$y=%M5rd?Go>$IM1+Vi?s
ztT<rfv`<fqa-;v=(+L;$`*!AO);rDe(;HnjFR8LvXST%nK5t9*f-Ny2H;XQst*Hy2
zmd*9NdR~#>_vyb?G+v$w=Wj{PekkP;S}!_1Y*);#wNm@EPK&k$+xhS8sP5vOtR>kS
z#@~{<`JvQ@tNgz1>$fk6+3UM1zVWHn;m-M6V)p$#y6xoj8B%M)W%L;ScC0#a>oJpD
z<X@9%*}Tu|E@hcicjpENRb{P;tG#!r<I25)Q2w?17J>DyyLI*+6L>Ah=GN7=QGZjX
zz2*x)AaXTtnn+C8m7J|Q5?i^y=tr-!Te6{Y>+HR)ldhUZ=!%_ATG+<B`mT;<hfMJ1
zt4SMmgqv<`xOKKh@$rdQ+p{)C=zMOG+P11}^O6IFDPMPQjnJ8P(@AW0$nMCX2Ns)t
zt&P$VJ3VJ%&*Rm1-{_{uME+IN73)s@Cvbe?)sko2lE=gMJ9i&Vid6Zsao4PKH3uJ^
zcx9fpF+%5bn^#!K<(ttUBVr?U#7;LYoK$+X<eQj9-<rB)vF@XrayU|5P3P8st^8{u
iM#2W%r?)=;XLLLFw8N`Vtet^@fx*+&&t;ucLK6U+2mLhw

literal 0
HcmV?d00001

diff --git a/workflows/basic_example_custom_atlas.py b/workflows/basic_example_custom_atlas.py
index 5d9b9ed..3a281d4 100644
--- a/workflows/basic_example_custom_atlas.py
+++ b/workflows/basic_example_custom_atlas.py
@@ -12,6 +12,7 @@ from PyNutil import PyNutil
 ###The atlas_path is the path to the relevant atlas.nrrd
 ###The label_path is the path to the corresponding atlas .csv
 ###The object_cutoff is a cut-off for min object size
+### get_coordinates, if use_flat=True, place flat files in folder titled "flat_files" at same level as "segmentations" folder 
 
 pnt = PyNutil(
     segmentation_folder="../tests/test_data/linear_allen_mouse/",
@@ -20,6 +21,6 @@ pnt = PyNutil(
     atlas_path="../tests/test_data/allen_mouse_2017_atlas/annotation_25_reoriented_2017.nrrd",
     label_path="../tests/test_data/allen_mouse_2017_atlas//allen2017_colours.csv",
 )
-pnt.get_coordinates(object_cutoff=0)
+pnt.get_coordinates(object_cutoff=0, use_flat=True)
 pnt.quantify_coordinates()
 pnt.save_analysis("../test_result/test_linear_allen_mouse")
-- 
GitLab