From f079da0e9ee5be208b31e0122283bfbd37ecd0e3 Mon Sep 17 00:00:00 2001
From: "@anna.sztyber-betley" <anna.sztyber@pw.edu.pl>
Date: Thu, 3 Apr 2025 13:14:26 +0200
Subject: [PATCH] slide: TS2 rename

---
 slide/competition/trainingdata/nf11.csv | Bin 104901405 -> 104901404 bytes
 slide/competition/trainingdata/nf12.csv | Bin 105108849 -> 105108848 bytes
 slide/competition/trainingdata/nf13.csv |   2 +-
 slide/slide_index.md                    |   2 ++
 4 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/slide/competition/trainingdata/nf11.csv b/slide/competition/trainingdata/nf11.csv
index a91f8a1cf9967d5d4061b063fadc1059d0db5d87..663c12e7a7416bbdda95ed0935510df9c75975db 100644
GIT binary patch
delta 6163
zcmbPxt;uN4wI(C(5^E=Gw_qddkYJ-mo>m^lRvxBS9_CgamR26tRvxxi9`;rqj#eJd
zRvxZa9`05io>m^-Rvx}q9{yGyfmR;DRvw{N9^qCVkyakjRvxid9`RNliB=xTRvxKV
z9_dydnN}XzRvx)l9{E-tg;pNLRvx8R9_3aZl~x|rRvxuh9`#lpjaDAbRvxWZ9_>~h
zomL**Rvx`p9{pAxgH|5HRvx2P9^+OXlU5$nRvxof9`jZni&h@XRvxQX9_v;fn^qp%
zRvx=n9{W}vhgKfPRvxET9_LmbmsTFvRvx!j9`{xrk5(SfRvxcb9`9BjpH?2<Rvy1r
z9{*OJfL5NsR-T|%p5RuVkXD}1R-Uj{p72(lh*qA+R-UL<p6FJdm{y+HR-U+4p7>Ut
zgjSx!R-U9*p5#`ZlvbY9R-Uw0p7d6pj8>k^R-UX@p6phhoK~LPR-U|8p8Qsxf>xfw
zR-U3(p5j)Xl2)G5R-Up}p7K_nidLS=R-UR>p6XVfnpU3LR-U?6p88gvhE|@&R-UF-
zp5|7bmR6qDR-U$2p7vIrj#i$|R-Ud_p6*tjo>rdTR-V3Ap8i&z39UR6TX`n6@=R{!
znbOKLwUuXDE6?;+o*At?Gh2CPwerkv<(bpUGq;szUMtW1R-Of|JPTWS7Pay$Zsl3h
z%CoeUXIU%H@>ZS|tvoARc~-UZtZwC5)5^29m1kWm&-zxL4Xr#ITX{CM@@#J9+0x3h
zwUuXEE6?^;o*k_`J6m~nwesw4<=NB9v$vIJUn|f4R-OZ`JO^8O4z=<eZsj@B%5$`p
z=U6Mx@m8J_tvn}Nc}}(RoNnbg)5>$UmFHY5&-qrK3#~jCTX`<E@?37^xzfsWwUy^u
zE6?>-o*S(^H(Pmbwes9<<+;<!bGMb}UMtW2R-Ol~JP%uW9<}m3ZsmE>%Ja09=UFSy
z^H!c0tvoMVd0w^hyl&-r)5`O<mFHb6&-+%M53M{OTX{aU@_cUP`O?bswUy^vE6?{<
zo*%6|KU;ZzwetLK<@wXf^S71fUn|f5P9DZy9!ADq9wx?K9%jZ~9u~%49#+O)9yZ2a
z9(KlF9uCG{9!|zy9xldS9&W~79*}xo#$Fyi#$FzN#$Fx)#$Fyl#$FyF#$Fy_#$Fx~
z#$Fy##$FyV#$FzA#$Fx?#$Fyt#$FyN#$Fz2#$Fy7#$Fy-#$Fyd#$FzI#$Fx;#$Fyp
z#$FyJ#$Fy}#$Fy3#$Fy(#$FyZ#$FzE#$Fx`#$Fyx#$FyR#$Fz6#$FyB#$Fy>#$Fyh
z#$FzM#$Fx+#$Fyn#$FyH#$Fy{#$Fy1#$Fy%#$FyX#$FzC#$Fx^#$Fyv#$FyP#$Fz4
z#$Fy9#$Fy<#$Fyf#$FzK#$Fx=#$Fyr#$FyL#$Fz0#$Fy5#$Fy*#$Fyb#$FzG#$Fx|
z#$Fyz#$FyT#$Fz8#$FyD#$Fy@#$Fyj#$FzO#$KKP#$KL4#$KKv#$KLa#$KKf#$KLK
z#$KK<#$KLq#$KKX#$KLC#$KK%#$KLi#$KKn#$KLS#$KK{#$KLy#$KKT#$KL8#$KKz
z#$KLe#$KKj#$KLO#$KK@#$KLu#$KKb#$KLG#$KK*#$KLm#$KKr#$KLW#$KL0#$KL$
z#$KKR#$KL6#$KKx#$KLc#$KKh#$KLM#$KK>#$KLs#$KKZ#$KLE#$KK(#$KLk#$KKp
z#$KLU#$KK}#$KL!#$KKV#$KLA#$KK##$KLg#$KKl#$KLQ#$KK_#$KLw#$KKd#$KLI
z#$KK-#$KLo#$KKt#$KLY#$KL2#$KL&#$KKYjJ-S)8GCsqG4}FIX6)se!r03*m9dv+
z8e=cdbjDtu8H~L=GZ}k%W-<2i%x3K6nZwx2GncWKXC7lO&wR#So&}7(JPR3nc@{DD
z@+@ZT<ypem%d?cRmuDGcFVAwuUY-?<y*w)!dwEtd_VTP|?B!X**vqq)v6p8ZV=vEo
z#$KKcjJ-S?8GCs)G4}FoX6)tJ!r05Rm9dv+8)GlecE(<w9gMv^I~jX<b}{zy>}Krc
z*~8e&vzM`#XCGrP&wj>Uo&$`%JO>$jc@8o5@*HOD<vGIG%X5^mm**H`FVAttUY-+-
zy*wuwdwEVV_VS!&?BzMb*voU4v6tr@V=vEn#$KKajJ-S;8GCsyG4}FYX6)s;!r04m
zm9dxS8e=cdb;e$v8;rd?HyL|*ZZY=q+-B_Mxx?7YbC<D~=N@A(&wa*To(GJ*JP#Rr
zc^)zL@;qkj<$1!`%kz}6m**K{FVAzvUY-|>y*w`&dwE_l_VT=D?B#jG*vs>lv6tr^
zV=vEp#$KKejJ-S`8GCs?G4}F&X6)tp!r066m9dxS8)Glecg9|xAB?>`KN)*@elhm)
z{ATRs`NP=D^Ov!g=O1G)&ws{F9;RL%My6gKCZ=8<W~N>q7N%YvR;FGaHl|)4cBWn)
z4yIlnPNrTSE~Z`{Zl+!yka}LGULHQCULJm?ULFCaULHZFULGN)ULIklULFyqULH}V
zULG-~ULJ9#ULFaiULHxNULGl?ULI+tULF~yULIMdULHB7ULJX-ULFOeULHlJULGZ;
zULIwpULF;uULIAZULG~3ULJL(ULFmmULH-RULGx`ULI|xULGB$ULIYhULHNBULJj>
zULFIcULHfHULGT+ULIqnULF&sULI4XULG^1ULJF%ULFgkULH%PULGr^ULI?vULG5!
zULISfULHH9ULJd<ULFUgULHrLULGf=ULI$rULF^wULIGbULH55ULJR*ULFsoULH@T
zULG%|ULJ3zULGH&ULIejULHTDULJp@UY-D^UY<avUY;PPUY=m4UY-!9UY<~<UY;<f
zUY>BKUY-c1UY<y%UY;nXUY=;CUY;1HUY=N{UY<CnUY>ZSUY-P|UY<mzUY;bTUY=y8
zUY-=DUY=B@UY<0jUY>NOUY-o5UY<;*UY;zbUY=~GUY;DLUY=a0UY<OrUY>lWUY-J`
zUY<gxUY;VRUY=s6UY-)BUY=5>UY;_hUY>HMUY-i3UY<&(UY;tZUY=^EUY;7JUY=T}
zUY<IpUY>fUUY-V~UY<s#UY;hVUY=&AUY-`FUY=H_UY<6lUY>TQUY-u7UY<^-UY;(d
zUY>5IUY;JNUY=g2UY<UtUY>rYUY-d|y*v|{dU+->_3}(+>gAcj)XOuKsh4LOQ!meS
zre2;IOualanR<C<G4=AyX6ogc!_><&m#LR$9#b#Re5PKW1x&p>3z>R(7BThmEN1HE
zS;ExIvy`cqXBks3&vK?-o)t{JJS&-cc~&v?@~md+<yphj%d?iLmuDSQFVA|WUY-q1
zy*wM4dU-Z6_3~_H>gCzO)XTG#sh4LPQ!meUre2;MOualinR<D4G4=B7X6ohH!_>>O
zm#LR$A5$;Sex_cY15CX<2bp?#4l(ue9A@g}Il|P-bCju<=NMBj&vB++o)b*HJSUlY
zc}_9)@|<Ss<vGLD%X5~gm**T)FVA_VUY-j~y*wA0dU-A}_3~V1>gBn@)XQ^~sh8&(
zQ!meTre2;KOualenR<C{G4=A?X6og+!_>=jm#LTM9#b#ReWqTX2TZ*@51D#-9x?Uu
zJZ9?UdBW7o^OUKV=NVHk&vT|;o)=8LJTIAgd0sK~^1Np1<$1%@%k!40m**W*FVB0X
zUY-w3y*wY8dU-xE_40gX>gD;u)XVdgsh8&)Q!meVre2;OOualmnR<DCG4=BNX6ohn
z!_>?3m#LTMA5$;Sf2K|z=3X8~=3X8q=3X9V=3X8a=3X9F=3X8)=3X9l=3X8S=3X97
z=3X8y=3X9d=3X9<dS2#U9zNz?9)9Lt9s%ZF9zo__9wFvl9%1HQ9uekV9#Q6A9x>)#
z9&zSg9tq}N9!ch29x3Kt9%<%Y9vS9d9$DsI9y#V-9(m?o9tGxJ9!2I}9wp{p9%bfU
z9u?+Z9#!UE9yR7(9(Cqk9u4MR9!=(69xdix9&P4c9v$Xh9$n^M9zEt>9)0Fs9s}lH
z9z*6{9wX*n9%JTS9uwwX9#iIC9y8`%9&_ei9t-AP9!ut49xLWv9&6@a9vkLf9$V&K
z9y{h<9((3q9tY-L9!KV09w+8r9%trW9v9|b9#`gG9yjJ*9(U$m9uMYT9#7_89xvuz
z9&hGe9v|jj9$)5O9zW(@9)IRuo&e@vo<Qbao*?F4o?zx)o)G3<o>1mqo-pQKo^a+~
zo(Se%o=E0io+##Co@nM?o*3p{o>=Byo;c=So_OY7o&@Gzo<!zeo+Rd8o@C};o)qR@
zo>b;uo;2oOo^<A3o($$*o=oOmo-F2Go^0k`o*d?0o?PZ$o;>DWo_ywBo&x4xo<inc
zo+9R6o?_-+o)YF>o>Jyso-*cMo^s}1o(kq(o=WCko+{>Eo@(Y^o*L#}o?7N!o;v1U
zo_gk9o(AS#o<`<go+jpAo@VA=o)+d_o>t~wo;K!Qo_6M5o(|?-o=)aoo-XEIo^Iw|
zo*w32o?hl&o<8PYo_^+Do(asoJQJCFc_uOU@=Rv#<(b0V%QKa^muDJtFVA%5UY;4u
zy*x9SdwFIt_wvkU?&X=o+{-hUxtC`ib1%<)=3br!%)LAdnR|H_G57K;X71%#!raTV
zl)0B@8FMesa^_y170kUnE17$FRx$VTtY+@zS;O4RvzED+XB~4d&wA!wo(;^sJR6yN
zc{VZk@@!`A<=MjA%d?famuDMuFVA-7UY;Gyy*xXadwF&-_wwv!?&aCT+{?3<xtC`j
zb1%<+=3bry%)LAZnR|H-G57KuX71%V!raSql)0DZ7;`Vrapqp06U@ClCz*SBPBHiL
zoM!IjIm6t`bC$W6=Nxk{&w1uvo(s&qJQtaJc`h;c@?2)_<+;M#%X5{vm**ODFVA)6
zUY;Awy*xLWdwFg#_ww9k?&Z0|+{<&9xtHf2b1%<*=3br$%)LAhnR|I2G57L3X71&A
z!raUAl)0DZ8FMesbLL*27tFmpFPVFJUNQIbyk_p@dBfbx^Om`n=N)q|&wJ)xo)65u
zJRg~Rc|I}s@_c6Q<@v(g%k!1Fm**REFVA=8UY;M!y*xjedwG5__wxK^?&bNz+{^Qq
zxtHf3b1%<-=1v}#ULHo4ULGcvULIzaULF>fULIDKULH1<ULJOqULFpXULH=CULG!%
zULJ0iULKHoUY1@SK9*h{ewJPy0hV4KL6%+~A(mbqVU}JV5td#aQI=jFF_vB)ah6^l
z36@?SNtRw7DVAOyX_j6d8J1oiS(aWNIhI}?d6r%t1(seOMV4M3C6-<uWtLtZ6_#Ee
zRhC{JHI`l;b(UTp4VGRWO_p9BEtXy$ZI)gh9hP1mU6x)RJ(gY`eU@Gx1D0MMLzZ41
zBbHtsW0qbX6P8{cQ<h#HGnQT+bCzBn3zl9UOO{?9E0$g!YnEOf8<t)kTb5oPJC<G^
zdzM}v2bNwQN0we5Czf6wXO><b7nWWgSC(ELH<n%=ca~lr50+jYPnKRDFP2^&Z<byj
zAC_JoUzT1TKbBq|f0kaJ0G3{!K$c#fAeLU9V3uB<5SCt^P?lbvFqU4PaF$-42$o)+
zNS0onD3)HHXqH}{7?xh1Se9O%IF??Xc$QwC1eRW&M3!EjB$i&DWR_l@6qa6|RF+<z
zG?reTbe3M843=J=OqO1rES6rLY?fZ09F|_5T$Wy*JeFRbe3o9G0+wE$LY7{hB9>mB
zVwPT>5|&<`QkGtxGL~MRa+Y463YK1;N|s)pDwbZJYL;G}8kSz3T9#g(I+k9ZdX`?E
z29{o)MwVWlCYD~FW|m%_7M5O~R+e6#HkMwVc9veA4whb?PL^JtE|y-NZkAr29+qC7
zUY1^-K9*jdewJRI2`s%l6IptBCb9JLOlIljnZnY`GnJ*6XBtZ{&vcevo*68?JTqB(
zd1kTn^2}!G<(b3M%QKgymuDVJFVB3IUY-Rky*vw9dU+PH^ztlb>E&6%(#x}yrI%+J
zOE1rImR_C}EWJD{S$cU^vGnq+X6fZw!_v#MmZg_x9ZN6IdX`?E4J^Gp8(DgJHnH^b
zY-Z`@*}~Gxvz4WnXB$f|&vuqxo*gW`JUdx>d3Le%^6X~m<=Mm1%d?lImuDYKFVB9K
zUY-Liy*vk5dU+19^zs~L>E$`X(#vy{rI+UzOE1rHmR_C{EWJD@S$cU+vGnqsX6fZQ
z!_v!hmZg{H97`|Hd6r(D3oN}n7g>6FF0u6TTxRLzxx&)RbCso+=Nd~d&vlkwo*OK^
zJU3Z-d2X@v^4w<W<+;Ps%X62dm**Z!FVB6JUY-Xmy*v+DdU+nP^zuAr>E(IC(#!Ld
zrI+U!OE1rJmR_D0EWJE0S$cV1vGnr1X6fa5!_v$1mZg{H9ZN6IdzN0F4=lYrA6a^N
zKC$%jd}it8`NGo6^OdES=Nn5e&v%wyo*yi|JU>}_d493<^89A$<@v+X%k!6|m**c#
zFVBCLP9D}?9!Az)9wyda9%j~F9v0SK9#+;~9yZoq9(LAV9uC%C9!}O?9xm2i9&XlN
z9*}xo)?OYy)?OZd)?OX~)?OY#)?OYV)?OZA)?OYF)?OY_)?OYl)?OZQ)?OY7)?OY-
z)?OYd)?OZI)?OYN)?OZ2)?OYt)?OZY)?OY3)?OY()?OYZ)?OZE)?OYJ)?OY})?OYp
z)?OZU)?OYB)?OY>)?OYh)?OZM)?OYR)?OZ6)?OYx)?OZc)?OY1)?OY%)?OYX)?OZC
z)?OYH)?OY{)?OYn)?OZS)?OY9)?OY<)?OYf)?OZK)?OYP)?OZ4)?OYv)?OZa)?OY5
z)?OY*)?OYb)?OZG)?OYL)?OZ0)?OYr)?OZW)?OYD)?OY@)?OYj)?OZO)?OYT)?OZ8
z)?OYz)?OZe)?S_f)?S`K)?S_<)?S`q)?S_v)?S`a)?S`4)?S`))?S_n)?S`S)?S_{
z)?S`y)?S_%)?S`i)?S`C)?S`?)?S_j)?S`O)?S_@)?S`u)?S_z)?S`e)?S`8)?S`;
z)?S_r)?S`W)?S`0)?S`$)?S_*)?S`m)?S`G)?S``)?S_h)?S`M)?S_>)?S`s)?S_x
z)?S`c)?S`6)?S`+)?S_p)?S`U)?S_})?S`!)?S_()?S`k)?S`E)?S`^)?S_l)?S`Q
z)?S__)?S`w)?S_#)?S`g)?S`A)?S`=)?S_t)?S`Y)?S`2)?S`&)?S_-)?S`o)?S`I
z)?S`|)?S_oti3!FS$laVvG(#zX6@yf!rIF-m9>{=8f!1lbk<&;8LYiLGg*6iX0i72
z%x3N7nZw%4GnciOXC7-W&wSQio&~JEJPTQSc^0wu@+@ZU<ypeo%d?cVmuDGkFVAw;
zUY-@Ky*w*fdwEu|_VTP|?d4g++RL++wU=idYcJ1w)?S_sti3!NS$lalvG($8X6@zK
z!rIHTm9>{=8*4AmcGg~=9jv`PJ6U^qcCq&I>}Kud*~8k)vzN7(XCG@X&wkcko&&7C
zJO^2Oc@DAm@*HOE<vGII%X5^qm**I3FVAt-UY--Iy*wvbdwEW=_VS!&?d3Vc+RJm6
zwU_4{YcJ1v)?S_qti3!JS$ladvG(#@X6@y<!rIGom9>}W8f!1lb=F><8?3!NH(7gm
zZn5_A+-B|Nxx?DabC<Q3=N@Y>&wbWjo(HVGJP%oWc^<L$@;qkk<$1!|%kz}Am**L4
zFVAz<UY-}My*w{jdwE{5_VT=D?d5sH+RO8nwU_4|YcJ1x)?S_uti3!RS$latvG($O
zX6@zq!rII8m9>}W8*4Amch+8>AFRDRKUsTuezErQ{ATUt`NP`F^Ov=k=O1e?&wtiV
z9=2W{Mz&raCbnK4X0~1)7Pej<R<>RqHnv_KcD7y~4z^w%PPSeiF1B7CZnj<?ka}LW
zULHQSULJn7ULFCqULHZVULGN~ULIk#ULFy)ULH}lULG;FULJ9_ULFayULHxdULGm7
zULI+-ULF~?ULIMtULHBNULJY2ULFOuULHlZULGa3ULIw(ULF;;ULIApULG~JULJL}
zULFm$ULH-hULGyBULI|>ULGB`ULIYxULHNRULJk6ULFIsULHfXULGU1ULIq%ULF&+
zULI4nULG^HULJF{ULFg!ULH%fULGs9ULI?<ULG5^ULISvULHHPULJe4y*v(Vf~x@$
C7t;*@

delta 6164
zcmbPpt;uNawI(B;5^E=Gw_qddkYFRjM($Q_##U~oR&M52ZkASV)>dw|R&MrIZjM%N
z&Q@-&R&MTAZk|?d-d1kDR&M@QZh=;A!B%deR&L=|Zjn}Q(N=D;R&McDZi!ZI$yRQu
zR&ME5ZkbkY*;a13R&M!LZiQBE#a3>mR&M21Zk1MU)mCn`R&MoHZjDxM%~o!$R&MQ9
zZk<+c-BxbBR&M=PZi7~C!&YviR&L`~Zj)AS(^hV?R&MiFZi`lK%T{iyR&MK7Zktwa
z+g5J7R&M)NZiiNG$5w8qR&M83ZkJYW*H&(~R&MuJZjV-O&sJ`)R&MWBZl6|e-&StF
zR&M`R?toVAz*g>{R_@?d?vPgQ&{poSR_^dt?ub_I$X4#CR_^Fl?wD5Y*jDbiR_^##
z?u1tE#8&R4R_^3h?vz&U)K>1aR_^px?u=IM%vSEKR_^Rp?wnTc+*a<qR_^>(?t)hC
z!dC90R_@|f?vhsS(pK)WR_^jv?uu6K%2w{GR_^Ln?wVHa+E(tmR_^*%?uJ(G##Zj8
zR_^9j?v_^W)>iJeR_^vz?v7UO&Q|WOR_^Xr?w(fe-d66uR_^{*?g_2j6I;0_wQ^5x
z<(|^YJ++m4S}XVTR_+<C+%sFbXSH(AZsnfS%00K0dtNK|{8sJ-t=tP+xfiu^FK*>t
z(#pNGm3vt$_wrWm6|LMWTe(-Ya<6XXUen6Gwv~HbEBE?V?hUQn8(X<IwQ_H6<=)cD
zy|tBlTPyeWR_-0G+&f#jceQfwZsp$7%DuOhdtWQ}{#Nb-t=tD&xev8+A8zG7(#n0b
zmHSvL_wiQl6Rq4QTe(lQa-VMHKGVv5ww3!_EBE<U?hCEl7hAb6wQ^r><-XF&eYKVQ
zS}XVUR_+_E+&5dfZ?$sYZsoqy%6+$$`(7*e{Z{S=t=tb=xgWK1KW^oI(#rj`mHSyM
z_w!cn7p>ecTe)Aga=&ine$&eRww3!`EBE_W?hmcpA6vOUwQ_%M<^Iyj{k4_*TPyeX
zR_-6I+&^2nf3<S|Zsq>d%Kf*M`(G>f|4wekUT#LlUT!AFUT$W_UTzk~UT#*#UT!wV
zUT${AUTzM?UT#jtUT!YNUT%<D9>!j7UdCQ-KE_^de#TyI0mfc#LB?KgA;w;AVa8r=
z5yoC_QN~_wF~(kQamHS53C3P-Nyc7oDaKxIX~te|8OC02S;k&&ImTXYdB$FD1;$=(
zMaEukCB|NEWyW4^6~<m}RmNU!HO5|Ub;e$94aQz>O~zhsEyiAMZN^@19mZa6UB+H+
zJ;q*cea2pH1IAu%L&jciBgS5CW5!-?6UJU{Q^sCyGsa$SbH-k73&vh<OU7PqE5=@K
zYsOw~8^&I4TgF~)JH}pad&XXF2gY7*N5)=mC&pfGXU1M`7sg(0SH@m$H^yFWcg9|B
z55`_@PsUzuFUDSOZ^mA3AI4s8U&dZ;KgM2ef5u+!0LEVKK*nC~AjV$qV8&kV5XN5a
zP{v;FFvec)aK>Kl2*zISNXB07D8^pyXvSXd7{*@iSjJxNIL2P?c*b7t1jb(OM8;n3
zB*tFuWX4|Z6vkfeRK{NJG{#=;bjDup48~sWOvYaBEXH2$Y{p*h9L8SmT*hARJjPz`
ze8yhx0>)nMLdIV1BF0|sV#Z$X62@NcQpR5HGR9u+a>icn3dUaUO2%I9D#l*!YQ|pf
z8pdAkTE<@PI>uh^dd6Pv2F70QM#f(5CdOXwX2xFb7RFxgR>ofLHpX7=cE(=r4#r;Y
zPR3sDF2-K&ZpL2j9>!koUdCSTKE__|e#Tzz35>nm6B&ECCo%SNPiE}pp2FD6J(aPS
zdm3Xe_jJZy?iq}|+%p+_xo0u<a?fV$<(|XX%RQH|mwO&#FZX=LUhV~qz1#~Kd$|`e
z_Hr*~?B!m<*vq|?v6p)pV=wn|#$N6fjJ@0|8GE@`G4^t=X6)r&!`REcma&(69b+%|
zdd6Pv4UE0q8yS1KH!=2dZ)WV}-on_+y_K<-dmCdf_jbl!?j4N1+&dY2xpy)4a_?sB
z<=(^C%e|MemwO*$FZX`NUhV^oz1#;Gd$|uW_HrL)?Bzbf*voyCv6uT8V=wn{#$N6d
zjJ@0^8GE@;G4^twX6)rY!`RDxma&)n9Ahu{dB$Gu3yi(o7a4oGFERFVUuNv(zQWkc
zeU-77`x;{}_jSfz?i-A~+&39}xo<J{a^Gg`<-Wt%%YB!zm-`-LFZX@MUhW5sz1$BO
zd$}Jm_HsXF?B#yK*vtKtv6uT9V=wn}#$N6hjJ@118GE^3G4^u5X6)sD!`RFHma&)n
z9b+%|d&XYw4~)Is9~pbOKQZ=le`f6E{=(SH{gtto`x|2~_jkr#?jMZ3+&>w6xqmVC
za{p%R<^IFi%l((Jm-`=MFZX}OPHv`NZbqhFZYHK)Zf2%lZWg9qZdRsVZZ@V~Zg!?#
zZVskiZce6NZZ4)?Zjf3Yre1Ddre1D7re1D-re1CVre1DAre1C#re1Dgre1Clre1DQ
zre1C_re1Dwre1Cdre1DIre1C-re1Dore1Ctre1DYre1D2re1D&re1CZre1DEre1C(
zre1Dkre1Cpre1DUre1C}re1D!re1Chre1DMre1C>re1Dsre1Cxre1Dcre1D6re1D+
zre1CXre1DCre1C%re1Dire1Cnre1DSre1C{re1Dyre1Cfre1DKre1C<re1Dqre1Cv
zre1Dare1D4re1D)re1Cbre1DGre1C*re1Dmre1Crre1DWre1D0re1D$re1Cjre1DO
zre1C@re1Dure1Czre1Dere1D8re1D;re5v<re5wqre5wKre5w~re5w4re5w)re5wa
zre5xFre5v{re5wyre5wSre5x7re5wCre5w?re5wire5xNre5v@re5wure5wOre5x3
zre5w8re5w;re5were5xJre5w0re5w$re5wWre5xBre5wGre5w`re5wmre5xRre5v>
zre5wsre5wMre5x1re5w6re5w+re5wcre5xHre5v}re5w!re5wUre5x9re5wEre5w^
zre5wkre5xPre5v_re5wwre5wQre5x5re5wAre5w=re5wgre5xLre5w2re5w&re5wY
zre5xDre5wIre5w|re5wore5xTre5v|OugI_nR>Y=G4*m!X6ogh!qm$>m8q9|8dER#
zbf#YJ8BD$0Gnsn1XEF71&t~f7p2O73J(sDMdmd9S_k5;a?gdP}+zXj{xfe0@axZ4;
z<zB+n%e|DTmwOpgFZXh$UhWl4z1%CAdbw9I^>VLf>g8U;)XTk=sh4{lQ!n>=re5w1
zOugJ2nR>Z5G4*n9X6ohM!qm&Xm8q9|8&fa$cBWqL9ZbF4JDGa9cQN&H?`G=d-ow<(
zy_cz%dmmFT_kN~c?gLD{+y|L@xeqb*avx^u<vzmH%YBrom-`q~FZXe#UhWf2z1%06
zdbv+A^>UwP>g7Je)XROAsh9g4Q!n><re5v~OugI}nR>Y|G4*m^X6og>!qm%sm8qBe
z8dER#b*5hK8%(|2H<^05Z!z_9-)8FNzQfeZeV3`1`yNv-_kE^b?gvc0+z*+0xgRn0
zazAG3<$l7{%l(w8m-`u0FZXk%UhWr6z1%OEdbwXQ^>V*v>g9gJ)XV*rsh9g5Q!n>>
zre5w3OugJ6nR>ZDG4*nPX6ohs!qm(Cm8qBe8&fa$ccxzMA56X6Kbd;De=+rP|7Pmt
z{=?ME{g<hi`yW#;_kX5NZsuNYM&@2_CgxslX69aQ7Uo`VR_0!AHs)S#cIIAg4(48N
zPUc>2F6LftkXjz*UT$9IUT!|-UT%KoUTy*AUT#6=UTz`gUT$ILUTzWQUT#t5UT!hw
zUT$&bUTz8IUT#U|UT!JoUT$gTUTzuYUT#_DUT!(&UT%5jUTy{EUT#I^UT!7kUT$UP
zUTziUUT#(9UT!t!UT$^fUTzKMUT#h1UT!VsUT$sXUTz)cUT$6HUT!_+UT%HnUTy>C
zUT#C?UT!1iUT$ONUTzcSUT#z7UT!nyUT$;dUTzEKUT#a~UT!PqUT$mVUTz!aUT$0F
zUT!<)UT%BlUTz2GUT#O`UT!DmUT$aRUTzoWUT#<BUT!z$UT$~hUTzQOUT#n3UT!bu
zUT$yZUTz=eUT$CJUT#0;UT%NpUhV+qUhY8VUhW{~UhZJ#UhWX)UhYulUhXjFUhZ(_
zUhW9yUhYWdUhXL7UhZh-UhWv?UhY`tUhX*NUha72UhV|uUhYKZUhX93UhZV(UhWj;
zUhY)pUhXvJUhZ_}UhWL$UhYihUhXXBUhZt>UhW*`UhZ7xUhX{RUhaJ6UhV?sUhYEX
zUhX31UhZP%UhWd+UhY!nUhXpHUhZ<{UhWF!UhYcfUhXR9UhZn<UhW#^UhZ1vUhX>P
zUhaD4UhW3wUhYQbUhXF5UhZb*UhWp=UhY=rUhX#LUha10UhWR&UhYojUhXdDUhZz@
zUhW>|UhZDzUhY2TUhaP8UhWCZz1$O-d$}hu_i|5W?&Y4s+{-<cxtDtyb1(OF=3ed@
z%)Q(*nR~fsG52!MX71&l!`#a~m${dF9&<1EeCA&61<bwN3z>Vl7cuv8FJ|uLUc%hV
zy_C6^dl_>t_j2Z5?iI|v+$))TxmPjwa<69Y<zB<w%e|JlmwO#^FZX)pUhWOdz1$m_
zd$~6;_i}G$?&aRX+{?X{xtDtzb1(OH=3ed{%)Q(@nR~f+G52!sX71(Q!`#cgm${dF
zA9FAFe&$~81I)eL2bp`h4>9+0A7<|5KEm9~eU!PE`xtXC_i^T4?i0+t+$WiPxlb|o
za-U}I<vzpQ%YBx)m-`%ZFZX%oUhWIbz1$a>d$}($_i|rm?&ZG1+{=BHxtIGIb1(OG
z=3ed_%)Q(<nR~f!G52!cX71&_!`#b#m${ew9&<1Eedb>72h6?P51D(pA2IiGKW6Ub
ze!|?#{gk<v`x$dD_jBf6?ib9x+%K7XxnD8&a=&Ko<$lB5%l($Qm-`)aFZX-qUhWUf
zz1$y}d$~U`_i}$`?&bc%+{^uyxtIGJb1(OI=3ed}%)Q({nR~f^G52!+X71(w!`#dL
zm${ewA9FAFf96hZmR@c~mR@cqmR@dVmR@camR@dFmR@c)mR@dlmR@cSmR@d7mR@cy
zmR@d<S{{~OZeEsNZa$V?Zhn?tZUL5FZb6n_ZXuRlZef;QZV{GVZc&zAZZVc#ZgG}g
zZV8rNZb_D2ZYh>tZfTZYZW)$dZdsOIZaJ1-Zh4koZUvTJZbg<}ZY7ppZe^BUZWWeZ
zZdI0EZZ(!(ZgrMkZVi@RZcUb6ZY`ExZf%xcZXK3hZe5mMZatP>Zhe+sZUdHHZbOz{
zZX=dnZex~SZWESXZc~<CZZno%ZgZAiZVQ%PZcCP4ZY!2vZfllaZX1?fZd;aKZabD<
zZhMwqZU>fLZbz10ZYP#rZfBNWZWoqbZdaCGZa0=*Zg-YmZV#4TZcmn8ZZDQzZf}-e
zZXcFjZeNyOZa<b@Zhw|u?f{lv?m(7a?jV+4?qHT)?huw<?ogIq?l6{K?r@e~?g*A%
z?nsti?kJXC?r4@??iiL{?pT&y?l_iS?s%47?gW-z?nIVe?j)98?qrr;?i7|@?o^gu
z?lhKO?sS%3?hKY*?o5_m?ktvG?rfG`?i`k0?p&5$?mU)W?tGSB?gExx?n0Jc?jn|6
z?qZf+?h=+>?oyUs?lP8M?sAr1?h2M(?n;(k?kbjE?rN4^?i!X}?pl^!?mCuU?s}G9
z?go}#?nahg?k1LA?q-%=?iQ9_?pBsw?lzWQ?sk@5?hck-?oO6o?k<*I?rxS|?jDw2
z?p~H&?mm`Y?tYeD?g=ct+!I-PxhJvoa!+RI<(|UQ%RQB)mwOsZFZXnoUhWwzz1%Zd
zdbww@^m5N;>E)io(#t)UrI&jiOE33)mR{}!EWO+dS$eq_vGj5;X6fZ#!qUsVl%<z@
z8A~tsa+Y516)e5nD_MHESF!YRuV(4xUc=JMy_ThydmT$J_j;CI?hP!x+#6YXxi_)&
za&Kno<=(>5%e|GQmwOvaFZXtqUhW+%z1%xldbxM8^m6ZJ>E+(T(#yS<rI&jjOE33+
zmR{}yEWO+ZS$eq-vGj5uX6fZV!qUrql%<#Z7)vkrah6{06D+;lCs}&APqFlJpJwUh
zKEu+>eU_z{`y5Lz_j#6H?h7ov+!tATxi7Kwa$jcY<-Wqw%YBulm-`w^FZXqpUhW$#
zz1%lhdbw}0^m5;3>E*t|(#w69rI-62OE33*mR{}$EWO+hS$er2vGj63X6faA!qUtA
zl%<#Z8A~tsbCzE27c9NpFIjrIU$OLZzh>#>e#6qs{g$Pd`yER!_j{IJ?hh=z+#gwb
zxj(V=a(`y&<^ICb%l(z5m-`z_FZXwrUhW?(z1%-pdbxkG^m6}Z>E-^z(#!pqrI-63
zOE33-mQHTgUT#L#UT!AVUT$XAUTzlFUT#*_UT!wlUT${QUTzN7UT#j-UT!YdUT%<D
z9@buNUe;c2KGt4te%4-Y0oGn_LDpVwA=X}QVb)%55!POAQPy5=G1gvgan@dL3D#b2
zN!DI&Db`+YY1UqD8P;BIS=L@|Io4iodDdQT1=e0}Mb=(!CDvYUW!7G971myERn}f^
zHP&8kb=F>P4c1<6P1as+E!JLcZPs3H9oAlMUDjT1J=R`seb!!X1J+({L)KnyBi3GS
zW7b}76V_gCQ`TN?GuB>ibJkvN3)Wt4OV(a)E7o3aYt~+F8`fTKTh?A~JJw!qd)8iV
z2i9J0N7i0$C)QqWXVzYB7uH^GSJqx`H`ZQmch+8R57u68Pu5;;FV<deZ`NLJAJ$%O
zU)El3Kh|Duf7V{^0M=gaK-OOFAl6>)VAfvl5Y}GqP}W}VFxFn~aMoV#2-aTiNY-BN
zDAr!?Xx3it7}j3ySk_+dIM!b7c-CI-1lC^eMAlyJB-UQ;WY%8p6xLquRMuYZG}d13
zbk<((4Ax%mOx9lREY@D`Y}Q`x9M)d$T-ILhJl0<BeAZs>0@hycLe^gHBGz8+V%A>n
z64qYsQr2GXGS*)1a@Jn%3f5lkO4eTPD%M`^YSv!v8rEL!TGn3fI@Vt9de&a<2G(Bg
zM%G^LCe~i=X4YQr7S>+wR@PqbHr8J5cGh0*4%S}oPS#%TF4kV|Zq{Dz9@bv&Ue;dj
zKGt6De%4;@39P-`6Ipw?C$aW&PiF1qp2FJ8J(abWdm3vm_jJ}??isAT+%s8wxo5HV
za?fV%<(|XZ%RQI1mwO&-FZX=bUhV~~z1#~~d$|{}_Hr*~?d4v=+RMF^wU>JtYcKb5
z)?V%vti9YTS$nxxvG#JWX6@x(!`jQembI6A9cwT5de&a<4XnM~8(Dj~H?j6|Z)WY~
z-oo0;y_L0>dmC#n_jcA^?j5YX+&fu&xp%Sla_?sC<=(^E%e|MimwO*;FZX`dUhV^|
zz1#;`d$|v>_HrL)?d3kg+RJ^EwU_%CYcKb4)?V%tti9YPS$nxpvG#JGX6@xZ!`jPz
zmbI7r9BVK4dDdR;3#`4|7g>9`FR}J=UuNy)zQWqeeU-JB`x<L6_jT4@?i;MV+&5W!
zxo@%da^Gg{<-Wt(%YB!%m-`-TFZX@cUhW61z1$C3d$}L6_HsXF?d5*L+ROcvwU_%D
zYcKb6)?V%xti9YXS$nx(vG#JmX6@yE!`jRJmbI7r9cwT5d)8j=53If1A6a|3Ke6_5
ze`f9F{=(YJ{gt(s`x|R7_jlG_?jNkZ+&@`+xqq?ta{p%S<^IFk%l((Nm-`=UFZX}e
zPHwhdZbr6VZYH)~Zf3S#ZWgv)ZdSHlZZ@`FZg#d_ZVt9yZcesdZZ5W7Zjf3Ywq9;t
zwq9;Nwq9<2wq9-lwq9;Qwq9-_wq9;wwq9-#wq9;gwq9;Awq9;=wq9-twq9;Ywq9;2
zwq9;&wq9--wq9;owq9;Iwq9;|wq9-pwq9;Uwq9-}wq9;!wq9-(wq9;kwq9;Ewq9;^
zwq9-xwq9;cwq9;6wq9;+wq9->wq9;swq9;Mwq9<1wq9-nwq9;Swq9-{wq9;ywq9-%
zwq9;iwq9;Cwq9;?wq9-vwq9;awq9;4wq9;)wq9-<wq9;qwq9;Kwq9;~w!PdAY=Wx+
D4gSpj

diff --git a/slide/competition/trainingdata/nf12.csv b/slide/competition/trainingdata/nf12.csv
index 4c69b0b541b793e269464a2eb55c559337e0d194..922e96140ebf0935aba848775b0ef24923c0f275 100644
GIT binary patch
delta 6175
zcmeyks^93ts(vHx5^E=Gw_qddkYJ-mo>m^lRvxBS9_CgamR26tRvxxi9`;rqj#eJd
zRvxZa9`05io>m^-Rvx}q9{yGyfmR;DRvw{N9^qCVkyakjRvxid9`RNliB=xTRvxKV
z9_dydnN}XzRvx)l9{E-tg;pNLRvx8R9_3aZl~x|rRvxuh9`#lpjaDAbRvxWZ9_>~h
zomL**Rvx`p9{pAxgH|5HRvx2P9^+OXlU5$nRvxof9`jZni&h@XRvxQX9_v;fn^qp%
zRvx=n9{W}vhgKfPRvxET9_LmbmsTFvRvx!j9`{xrk5(SfRvxcb9`9BjpH?2<Rvy1r
z9{*OJfL5NsR-T|%p5RuVkXD}1R-Uj{p72(lh*qA+R-UL<p6FJdm{y+HR-U+4p7>Ut
zgjSx!R-U9*p5#`ZlvbY9R-Uw0p7d6pj8>k^R-UX@p6phhoK~LPR-U|8p8Qsxf>xfw
zR-U3(p5j)Xl2)G5R-Up}p7K_nidLS=R-UR>p6XVfnpU3LR-U?6p88gvhE|@&R-UF-
zp5|7bmR6qDR-U$2p7vIrj#i$|R-Ud_p6*tjo>rdTR-V3Ap8i&z39UR6TX`n6@=R{!
znbOKLwUuXDE6?;+o*At?Gh2CPwerkv<(bpUGq;szUMtW1R-Of|JPTWS7Pay$Zsl3h
z%CoeUXIU%H@>ZS|tvoARc~-UZtZwC5)5^29m1kWm&-zxL4Xr#ITX{CM@@#J9+0x3h
zwUuXEE6?^;o*k_`J6m~nwesw4<=NB9v$vIJUn|f4R-OZ`JO^8O4z=<eZsj@B%5$`p
z=U6Mx@m8J_tvn}Nc}}(RoNnbg)5>$UmFHY5&-qrK3#~jCTX`<E@?37^xzfsWwUy^u
zE6?>-o*S(^H(Pmbwes9<<+;<!bGMb}UMtW2R-Ol~JP%uW9<}m3ZsmE>%Ja09=UFSy
z^H!c0tvoMVd0w^hyl&-r)5`O<mFHb6&-+%M53M{OTX{aU@_cUP`O?bswUy^vE6?{<
zo*%6|KU;ZzwetLK<@wXf^S71fUn|f5P9DZy9!ADq9wx?K9%jZ~9u~%49#+O)9yZ2a
z9(KlF9uCG{9!|zy9xldS9&W~79*}xo#$Fyi#$FzN#$Fx)#$Fyl#$FyF#$Fy_#$Fx~
z#$Fy##$FyV#$FzA#$Fx?#$Fyt#$FyN#$Fz2#$Fy7#$Fy-#$Fyd#$FzI#$Fx;#$Fyp
z#$FyJ#$Fy}#$Fy3#$Fy(#$FyZ#$FzE#$Fx`#$Fyx#$FyR#$Fz6#$FyB#$Fy>#$Fyh
z#$FzM#$Fx+#$Fyn#$FyH#$Fy{#$Fy1#$Fy%#$FyX#$FzC#$Fx^#$Fyv#$FyP#$Fz4
z#$Fy9#$Fy<#$Fyf#$FzK#$Fx=#$Fyr#$FyL#$Fz0#$Fy5#$Fy*#$Fyb#$FzG#$Fx|
z#$Fyz#$FyT#$Fz8#$FyD#$Fy@#$Fyj#$FzO#$KKP#$KL4#$KKv#$KLa#$KKf#$KLK
z#$KK<#$KLq#$KKX#$KLC#$KK%#$KLi#$KKn#$KLS#$KK{#$KLy#$KKT#$KL8#$KKz
z#$KLe#$KKj#$KLO#$KK@#$KLu#$KKb#$KLG#$KK*#$KLm#$KKr#$KLW#$KL0#$KL$
z#$KKR#$KL6#$KKx#$KLc#$KKh#$KLM#$KK>#$KLs#$KKZ#$KLE#$KK(#$KLk#$KKp
z#$KLU#$KK}#$KL!#$KKV#$KLA#$KK##$KLg#$KKl#$KLQ#$KK_#$KLw#$KKd#$KLI
z#$KK-#$KLo#$KKt#$KLY#$KL2#$KL&#$KKYjJ-S)8GCsqG4}FIX6)se!r03*m9dv+
z8e=cdbjDtu8H~L=GZ}k%W-<2i%x3K6nZwx2GncWKXC7lO&wR#So&}7(JPR3nc@{DD
z@+@ZT<ypem%d?cRmuDGcFVAwuUY-?<y*w)!dwEtd_VTP|?B!X**vqq)v6p8ZV=vEo
z#$KKcjJ-S?8GCs)G4}FoX6)tJ!r05Rm9dv+8)GlecE(<w9gMv^I~jX<b}{zy>}Krc
z*~8e&vzM`#XCGrP&wj>Uo&$`%JO>$jc@8o5@*HOD<vGIG%X5^mm**H`FVAttUY-+-
zy*wuwdwEVV_VS!&?BzMb*voU4v6tr@V=vEn#$KKajJ-S;8GCsyG4}FYX6)s;!r04m
zm9dxS8e=cdb;e$v8;rd?HyL|*ZZY=q+-B_Mxx?7YbC<D~=N@A(&wa*To(GJ*JP#Rr
zc^)zL@;qkj<$1!`%kz}6m**K{FVAzvUY-|>y*w`&dwE_l_VT=D?B#jG*vs>lv6tr^
zV=vEp#$KKejJ-S`8GCs?G4}F&X6)tp!r066m9dxS8)Glecg9|xAB?>`KN)*@elhm)
z{ATRs`NP=D^Ov!g=O1G)&ws{F9;RL%My6gKCZ=8<W~N>q7N%YvR;FGaHl|)4cBWn)
z4yIlnPNrTSE~Z`{Zl+!yka}LGULHQCULJm?ULFCaULHZFULGN)ULIklULFyqULH}V
zULG-~ULJ9#ULFaiULHxNULGl?ULI+tULF~yULIMdULHB7ULJX-ULFOeULHlJULGZ;
zULIwpULF;uULIAZULG~3ULJL(ULFmmULH-RULGx`ULI|xULGB$ULIYhULHNBULJj>
zULFIcULHfHULGT+ULIqnULF&sULI4XULG^1ULJF%ULFgkULH%PULGr^ULI?vULG5!
zULISfULHH9ULJd<ULFUgULHrLULGf=ULI$rULF^wULIGbULH55ULJR*ULFsoULH@T
zULG%|ULJ3zULGH&ULIejULHTDULJp@UY-D^UY<avUY;PPUY=m4UY-!9UY<~<UY;<f
zUY>BKUY-c1UY<y%UY;nXUY=;CUY;1HUY=N{UY<CnUY>ZSUY-P|UY<mzUY;bTUY=y8
zUY-=DUY=B@UY<0jUY>NOUY-o5UY<;*UY;zbUY=~GUY;DLUY=a0UY<OrUY>lWUY-J`
zUY<gxUY;VRUY=s6UY-)BUY=5>UY;_hUY>HMUY-i3UY<&(UY;tZUY=^EUY;7JUY=T}
zUY<IpUY>fUUY-V~UY<s#UY;hVUY=&AUY-`FUY=H_UY<6lUY>TQUY-u7UY<^-UY;(d
zUY>5IUY;JNUY=g2UY<UtUY>rYUY-d|y*v|{dU+->_3}(+>gAcj)XOuKsh4LOQ!meS
zre2;IOualanR<C<G4=AyX6ogc!_><&m#LR$9#b#Re5PKW1x&p>3z>R(7BThmEN1HE
zS;ExIvy`cqXBks3&vK?-o)t{JJS&-cc~&v?@~md+<yphj%d?iLmuDSQFVA|WUY-q1
zy*wM4dU-Z6_3~_H>gCzO)XTG#sh4LPQ!meUre2;MOualinR<D4G4=B7X6ohH!_>>O
zm#LR$A5$;Sex_cY15CX<2bp?#4l(ue9A@g}Il|P-bCju<=NMBj&vB++o)b*HJSUlY
zc}_9)@|<Ss<vGLD%X5~gm**T)FVA_VUY-j~y*wA0dU-A}_3~V1>gBn@)XQ^~sh8&(
zQ!meTre2;KOualenR<C{G4=A?X6og+!_>=jm#LTM9#b#ReWqTX2TZ*@51D#-9x?Uu
zJZ9?UdBW7o^OUKV=NVHk&vT|;o)=8LJTIAgd0sK~^1Np1<$1%@%k!40m**W*FVB0X
zUY-w3y*wY8dU-xE_40gX>gD;u)XVdgsh8&)Q!meVre2;OOualmnR<DCG4=BNX6ohn
z!_>?3m#LTMA5$;Sf2K|z=3X8~=3X8q=3X9V=3X8a=3X9F=3X8)=3X9l=3X8S=3X97
z=3X8y=3X9d=3X9<dS2#U9zNz?9)9Lt9s%ZF9zo__9wFvl9%1HQ9uekV9#Q6A9x>)#
z9&zSg9tq}N9!ch29x3Kt9%<%Y9vS9d9$DsI9y#V-9(m?o9tGxJ9!2I}9wp{p9%bfU
z9u?+Z9#!UE9yR7(9(Cqk9u4MR9!=(69xdix9&P4c9v$Xh9$n^M9zEt>9)0Fs9s}lH
z9z*6{9wX*n9%JTS9uwwX9#iIC9y8`%9&_ei9t-AP9!ut49xLWv9&6@a9vkLf9$V&K
z9y{h<9((3q9tY-L9!KV09w+8r9%trW9v9|b9#`gG9yjJ*9(U$m9uMYT9#7_89xvuz
z9&hGe9v|jj9$)5O9zW(@9)IRuo&e@vo<Qbao*?F4o?zx)o)G3<o>1mqo-pQKo^a+~
zo(Se%o=E0io+##Co@nM?o*3p{o>=Byo;c=So_OY7o&@Gzo<!zeo+Rd8o@C};o)qR@
zo>b;uo;2oOo^<A3o($$*o=oOmo-F2Go^0k`o*d?0o?PZ$o;>DWo_ywBo&x4xo<inc
zo+9R6o?_-+o)YF>o>Jyso-*cMo^s}1o(kq(o=WCko+{>Eo@(Y^o*L#}o?7N!o;v1U
zo_gk9o(AS#o<`<go+jpAo@VA=o)+d_o>t~wo;K!Qo_6M5o(|?-o=)aoo-XEIo^Iw|
zo*w32o?hl&o<8PYo_^+Do(asoJQJCFc_uOU@=Rv#<(b0V%QKa^muDJtFVA%5UY;4u
zy*x9SdwFIt_wvkU?&X=o+{-hUxtC`ib1%<)=3br!%)LAdnR|H_G57K;X71%#!raTV
zl)0B@8FMesa^_y170kUnE17$FRx$VTtY+@zS;O4RvzED+XB~4d&wA!wo(;^sJR6yN
zc{VZk@@!`A<=MjA%d?famuDMuFVA-7UY;Gyy*xXadwF&-_wwv!?&aCT+{?3<xtC`j
zb1%<+=3bry%)LAZnR|H-G57KuX71%V!raSql)0DZ7;`Vrapqp06U@ClCz*SBPBHiL
zoM!IjIm6t`bC$W6=Nxk{&w1uvo(s&qJQtaJc`h;c@?2)_<+;M#%X5{vm**ODFVA)6
zUY;Awy*xLWdwFg#_ww9k?&Z0|+{<&9xtHf2b1%<*=3br$%)LAhnR|I2G57L3X71&A
z!raUAl)0DZ8FMesbLL*27tFmpFPVFJUNQIbyk_p@dBfbx^Om`n=N)q|&wJ)xo)65u
zJRg~Rc|I}s@_c6Q<@v(g%k!1Fm**REFVA=8UY;M!y*xjedwG5__wxK^?&bNz+{^Qq
zxtHf3b1%<-=1v}#ULHo4ULGcvULIzaULF>fULIDKULH1<ULJOqULFpXULH=CULG!%
zULJ0iULKHoUY1@SK9*h{ewJPy0hV4KL6%+~A(mbqVU}JV5td#aQI=jFF_vB)ah6^l
z36@?SNtRw7DVAOyX_j6d8J1oiS(aWNIhI}?d6r%t1(seOMV4M3C6-<uWtLtZ6_#Ee
zRhC{JHI`l;b(UTp4VGRWO_p9BEtXy$ZI)gh9hP1mU6x)RJ(gY`eU@Gx1D0MMLzZ41
zBbHtsW0qbX6P8{cQ<h#HGnQT+bCzBn3zl9UOO{?9E0$g!YnEOf8<t)kTb5oPJC<G^
zdzM}v2bNwQN0we5Czf6wXO><b7nWWgSC(ELH<n%=ca~lr50+jYPnKRDFP2^&Z<byj
zAC_JoUzT1TKbBq|f0kaJ0G3{!K$c#fAeLU9V3uB<5SCt^P?lbvFqU4PaF$-42$o)+
zNS0onD3)HHXqH}{7?xh1Se9O%IF??Xc$QwC1eRW&M3!EjB$i&DWR_l@6qa6|RF+<z
zG?reTbe3M843=J=OqO1rES6rLY?fZ09F|_5T$Wy*JeFRbe3o9G0+wE$LY7{hB9>mB
zVwPT>5|&<`QkGtxGL~MRa+Y463YK1;N|s)pDwbZJYL;G}8kSz3T9#g(I+k9ZdX`?E
z29{o)MwVWlCYD~FW|m%_7M5O~R+e6#HkMwVc9veA4whb?PL^JtE|y-NZkAr29+qC7
zUY1^-K9*jdewJRI2`s%l6IptBCb9JLOlIljnZnY`GnJ*6XBtZ{&vcevo*68?JTqB(
zd1kTn^2}!G<(b3M%QKgymuDVJFVB3IUY-Rky*vw9dU+PH^ztlb>E&6%(#x}yrI%+J
zOE1rImR_C}EWJD{S$cU^vGnq+X6fZw!_v#MmZg_x9ZN6IdX`?E4J^Gp8(DgJHnH^b
zY-Z`@*}~Gxvz4WnXB$f|&vuqxo*gW`JUdx>d3Le%^6X~m<=Mm1%d?lImuDYKFVB9K
zUY-Liy*vk5dU+19^zs~L>E$`X(#vy{rI+UzOE1rHmR_C{EWJD@S$cU+vGnqsX6fZQ
z!_v!hmZg{H97`|Hd6r(D3oN}n7g>6FF0u6TTxRLzxx&)RbCso+=Nd~d&vlkwo*OK^
zJU3Z-d2X@v^4w<W<+;Ps%X62dm**Z!FVB6JUY-Xmy*v+DdU+nP^zuAr>E(IC(#!Ld
zrI+U!OE1rJmR_D0EWJE0S$cV1vGnr1X6fa5!_v$1mZg{H9ZN6IdzN0F4=lYrA6a^N
zKC$%jd}it8`NGo6^OdES=Nn5e&v%wyo*yi|JU>}_d493<^89A$<@v+X%k!6|m**c#
zFVBCLP9D}?9!Az)9wyda9%j~F9v0SK9#+;~9yZoq9(LAV9uC%C9!}O?9xm2i9&XlN
z9*}xo)?OYy)?OZd)?OX~)?OY#)?OYV)?OZA)?OYF)?OY_)?OYl)?OZQ)?OY7)?OY-
z)?OYd)?OZI)?OYN)?OZ2)?OYt)?OZY)?OY3)?OY()?OYZ)?OZE)?OYJ)?OY})?OYp
z)?OZU)?OYB)?OY>)?OYh)?OZM)?OYR)?OZ6)?OYx)?OZc)?OY1)?OY%)?OYX)?OZC
z)?OYH)?OY{)?OYn)?OZS)?OY9)?OY<)?OYf)?OZK)?OYP)?OZ4)?OYv)?OZa)?OY5
z)?OY*)?OYb)?OZG)?OYL)?OZ0)?OYr)?OZW)?OYD)?OY@)?OYj)?OZO)?OYT)?OZ8
z)?OYz)?OZe)?S_f)?S`K)?S_<)?S`q)?S_v)?S`a)?S`4)?S`))?S_n)?S`S)?S_{
z)?S`y)?S_%)?S`i)?S`C)?S`?)?S_j)?S`O)?S_@)?S`u)?S_z)?S`e)?S`8)?S`;
z)?S_r)?S`W)?S`0)?S`$)?S_*)?S`m)?S`G)?S``)?S_h)?S`M)?S_>)?S`s)?S_x
z)?S`c)?S`6)?S`+)?S_p)?S`U)?S_})?S`!)?S_()?S`k)?S`E)?S`^)?S_l)?S`Q
z)?S__)?S`w)?S_#)?S`g)?S`A)?S`=)?S_t)?S`Y)?S`2)?S`&)?S_-)?S`o)?S`I
z)?S`|)?S_oti3!FS$laVvG(#zX6@yf!rIF-m9>{=8f!1lbk<&;8LYiLGg*6iX0i72
z%x3N7nZw%4GnciOXC7-W&wSQio&~JEJPTQSc^0wu@+@ZU<ypeo%d?cVmuDGkFVAw;
zUY-@Ky*w*fdwEu|_VTP|?d4g++RL++wU=idYcJ1w)?S_sti3!NS$lalvG($8X6@zK
z!rIHTm9>{=8*4AmcGg~=9jv`PJ6U^qcCq&I>}Kud*~8k)vzN7(XCG@X&wkcko&&7C
zJO^2Oc@DAm@*HOE<vGII%X5^qm**I3FVAt-UY--Iy*wvbdwEW=_VS!&?d3Vc+RJm6
zwU_4{YcJ1v)?S_qti3!JS$ladvG(#@X6@y<!rIGom9>}W8f!1lb=F><8?3!NH(7gm
zZn5_A+-B|Nxx?DabC<Q3=N@Y>&wbWjo(HVGJP%oWc^<L$@;qkk<$1!|%kz}Am**L4
zFVAz<UY-}My*w{jdwE{5_VT=D?d5sH+RO8nwU_4|YcJ1x)?S_uti3!RS$latvG($O
zX6@zq!rII8m9>}W8*4Amch+8>AFRDRKUsTuezErQ{ATUt`NP`F^Ov=k=O1e?&wtiV
z9=2W{Mz&raCbnK4X0~1)7Pej<R<>RqHnv_KcD7y~4z^w%PPSeiF1B7CZnj<?ka}LW
zULHQSULJn7ULFCqULHZVULGN~ULIk#ULFy)ULH}lULG;FULJ9_ULFayULHxdULGm7
zULI+-ULF~?ULIMtULHBNULJY2ULFOuULHlZULGa3ULIw(ULF;;ULIApULG~JULJL}
zULFm$ULH-hULGyBULI|>ULGB`ULIYxULHNRULJk6ULFIsULHfXULGU1ULIq%ULF&+
zULI4nULG^HULJF{ULFg!ULH%fULGs9ULI?<ULG5^ULISvULHHPULJe4ULFUwULHrb
OULGg5y*$orsaF93H`bT{

delta 6176
zcmeycs^942s(vG$5^E=Gw_qddkYFRjM($Q_##U~oR&M52ZkASV)>dw|R&MrIZjM%N
z&Q@-&R&MTAZk|?d-d1kDR&M@QZh=;A!B%deR&L=|Zjn}Q(N=D;R&McDZi!ZI$yRQu
zR&ME5ZkbkY*;a13R&M!LZiQBE#a3>mR&M21Zk1MU)mCn`R&MoHZjDxM%~o!$R&MQ9
zZk<+c-BxbBR&M=PZi7~C!&YviR&L`~Zj)AS(^hV?R&MiFZi`lK%T{iyR&MK7Zktwa
z+g5J7R&M)NZiiNG$5w8qR&M83ZkJYW*H&(~R&MuJZjV-O&sJ`)R&MWBZl6|e-&StF
zR&M`R?toVAz*g>{R_@?d?vPgQ&{poSR_^dt?ub_I$X4#CR_^Fl?wD5Y*jDbiR_^##
z?u1tE#8&R4R_^3h?vz&U)K>1aR_^px?u=IM%vSEKR_^Rp?wnTc+*a<qR_^>(?t)hC
z!dC90R_@|f?vhsS(pK)WR_^jv?uu6K%2w{GR_^Ln?wVHa+E(tmR_^*%?uJ(G##Zj8
zR_^9j?v_^W)>iJeR_^vz?v7UO&Q|WOR_^Xr?w(fe-d66uR_^{*?g_2j6I;0_wQ^5x
z<(|^YJ++m4S}XVTR_+<C+%sFbXSH(AZsnfS%00K0dtNK|{8sJ-t=tP+xfiu^FK*>t
z(#pNGm3vt$_wrWm6|LMWTe(-Ya<6XXUen6Gwv~HbEBE?V?hUQn8(X<IwQ_H6<=)cD
zy|tBlTPyeWR_-0G+&f#jceQfwZsp$7%DuOhdtWQ}{#Nb-t=tD&xev8+A8zG7(#n0b
zmHSvL_wiQl6Rq4QTe(lQa-VMHKGVv5ww3!_EBE<U?hCEl7hAb6wQ^r><-XF&eYKVQ
zS}XVUR_+_E+&5dfZ?$sYZsoqy%6+$$`(7*e{Z{S=t=tb=xgWK1KW^oI(#rj`mHSyM
z_w!cn7p>ecTe)Aga=&ine$&eRww3!`EBE_W?hmcpA6vOUwQ_%M<^Iyj{k4_*TPyeX
zR_-6I+&^2nf3<S|Zsq>d%Kf*M`(G>f|4wekUT#LlUT!AFUT$W_UTzk~UT#*#UT!wV
zUT${AUTzM?UT#jtUT!YNUT%<D9>!j7UdCQ-KE_^de#TyI0mfc#LB?KgA;w;AVa8r=
z5yoC_QN~_wF~(kQamHS53C3P-Nyc7oDaKxIX~te|8OC02S;k&&ImTXYdB$FD1;$=(
zMaEukCB|NEWyW4^6~<m}RmNU!HO5|Ub;e$94aQz>O~zhsEyiAMZN^@19mZa6UB+H+
zJ;q*cea2pH1IAu%L&jciBgS5CW5!-?6UJU{Q^sCyGsa$SbH-k73&vh<OU7PqE5=@K
zYsOw~8^&I4TgF~)JH}pad&XXF2gY7*N5)=mC&pfGXU1M`7sg(0SH@m$H^yFWcg9|B
z55`_@PsUzuFUDSOZ^mA3AI4s8U&dZ;KgM2ef5u+!0LEVKK*nC~AjV$qV8&kV5XN5a
zP{v;FFvec)aK>Kl2*zISNXB07D8^pyXvSXd7{*@iSjJxNIL2P?c*b7t1jb(OM8;n3
zB*tFuWX4|Z6vkfeRK{NJG{#=;bjDup48~sWOvYaBEXH2$Y{p*h9L8SmT*hARJjPz`
ze8yhx0>)nMLdIV1BF0|sV#Z$X62@NcQpR5HGR9u+a>icn3dUaUO2%I9D#l*!YQ|pf
z8pdAkTE<@PI>uh^dd6Pv2F70QM#f(5CdOXwX2xFb7RFxgR>ofLHpX7=cE(=r4#r;Y
zPR3sDF2-K&ZpL2j9>!koUdCSTKE__|e#Tzz35>nm6B&ECCo%SNPiE}pp2FD6J(aPS
zdm3Xe_jJZy?iq}|+%p+_xo0u<a?fV$<(|XX%RQH|mwO&#FZX=LUhV~qz1#~Kd$|`e
z_Hr*~?B!m<*vq|?v6p)pV=wn|#$N6fjJ@0|8GE@`G4^t=X6)r&!`REcma&(69b+%|
zdd6Pv4UE0q8yS1KH!=2dZ)WV}-on_+y_K<-dmCdf_jbl!?j4N1+&dY2xpy)4a_?sB
z<=(^C%e|MemwO*$FZX`NUhV^oz1#;Gd$|uW_HrL)?Bzbf*voyCv6uT8V=wn{#$N6d
zjJ@0^8GE@;G4^twX6)rY!`RDxma&)n9Ahu{dB$Gu3yi(o7a4oGFERFVUuNv(zQWkc
zeU-77`x;{}_jSfz?i-A~+&39}xo<J{a^Gg`<-Wt%%YB!zm-`-LFZX@MUhW5sz1$BO
zd$}Jm_HsXF?B#yK*vtKtv6uT9V=wn}#$N6hjJ@118GE^3G4^u5X6)sD!`RFHma&)n
z9b+%|d&XYw4~)Is9~pbOKQZ=le`f6E{=(SH{gtto`x|2~_jkr#?jMZ3+&>w6xqmVC
za{p%R<^IFi%l((Jm-`=MFZX}OPHv`NZbqhFZYHK)Zf2%lZWg9qZdRsVZZ@V~Zg!?#
zZVskiZce6NZZ4)?Zjf3Yre1Ddre1D7re1D-re1CVre1DAre1C#re1Dgre1Clre1DQ
zre1C_re1Dwre1Cdre1DIre1C-re1Dore1Ctre1DYre1D2re1D&re1CZre1DEre1C(
zre1Dkre1Cpre1DUre1C}re1D!re1Chre1DMre1C>re1Dsre1Cxre1Dcre1D6re1D+
zre1CXre1DCre1C%re1Dire1Cnre1DSre1C{re1Dyre1Cfre1DKre1C<re1Dqre1Cv
zre1Dare1D4re1D)re1Cbre1DGre1C*re1Dmre1Crre1DWre1D0re1D$re1Cjre1DO
zre1C@re1Dure1Czre1Dere1D8re1D;re5v<re5wqre5wKre5w~re5w4re5w)re5wa
zre5xFre5v{re5wyre5wSre5x7re5wCre5w?re5wire5xNre5v@re5wure5wOre5x3
zre5w8re5w;re5were5xJre5w0re5w$re5wWre5xBre5wGre5w`re5wmre5xRre5v>
zre5wsre5wMre5x1re5w6re5w+re5wcre5xHre5v}re5w!re5wUre5x9re5wEre5w^
zre5wkre5xPre5v_re5wwre5wQre5x5re5wAre5w=re5wgre5xLre5w2re5w&re5wY
zre5xDre5wIre5w|re5wore5xTre5v|OugI_nR>Y=G4*m!X6ogh!qm$>m8q9|8dER#
zbf#YJ8BD$0Gnsn1XEF71&t~f7p2O73J(sDMdmd9S_k5;a?gdP}+zXj{xfe0@axZ4;
z<zB+n%e|DTmwOpgFZXh$UhWl4z1%CAdbw9I^>VLf>g8U;)XTk=sh4{lQ!n>=re5w1
zOugJ2nR>Z5G4*n9X6ohM!qm&Xm8q9|8&fa$cBWqL9ZbF4JDGa9cQN&H?`G=d-ow<(
zy_cz%dmmFT_kN~c?gLD{+y|L@xeqb*avx^u<vzmH%YBrom-`q~FZXe#UhWf2z1%06
zdbv+A^>UwP>g7Je)XROAsh9g4Q!n><re5v~OugI}nR>Y|G4*m^X6og>!qm%sm8qBe
z8dER#b*5hK8%(|2H<^05Z!z_9-)8FNzQfeZeV3`1`yNv-_kE^b?gvc0+z*+0xgRn0
zazAG3<$l7{%l(w8m-`u0FZXk%UhWr6z1%OEdbwXQ^>V*v>g9gJ)XV*rsh9g5Q!n>>
zre5w3OugJ6nR>ZDG4*nPX6ohs!qm(Cm8qBe8&fa$ccxzMA56X6Kbd;De=+rP|7Pmt
z{=?ME{g<hi`yW#;_kX5NZsuNYM&@2_CgxslX69aQ7Uo`VR_0!AHs)S#cIIAg4(48N
zPUc>2F6LftkXjz*UT$9IUT!|-UT%KoUTy*AUT#6=UTz`gUT$ILUTzWQUT#t5UT!hw
zUT$&bUTz8IUT#U|UT!JoUT$gTUTzuYUT#_DUT!(&UT%5jUTy{EUT#I^UT!7kUT$UP
zUTziUUT#(9UT!t!UT$^fUTzKMUT#h1UT!VsUT$sXUTz)cUT$6HUT!_+UT%HnUTy>C
zUT#C?UT!1iUT$ONUTzcSUT#z7UT!nyUT$;dUTzEKUT#a~UT!PqUT$mVUTz!aUT$0F
zUT!<)UT%BlUTz2GUT#O`UT!DmUT$aRUTzoWUT#<BUT!z$UT$~hUTzQOUT#n3UT!bu
zUT$yZUTz=eUT$CJUT#0;UT%NpUhV+qUhY8VUhW{~UhZJ#UhWX)UhYulUhXjFUhZ(_
zUhW9yUhYWdUhXL7UhZh-UhWv?UhY`tUhX*NUha72UhV|uUhYKZUhX93UhZV(UhWj;
zUhY)pUhXvJUhZ_}UhWL$UhYihUhXXBUhZt>UhW*`UhZ7xUhX{RUhaJ6UhV?sUhYEX
zUhX31UhZP%UhWd+UhY!nUhXpHUhZ<{UhWF!UhYcfUhXR9UhZn<UhW#^UhZ1vUhX>P
zUhaD4UhW3wUhYQbUhXF5UhZb*UhWp=UhY=rUhX#LUha10UhWR&UhYojUhXdDUhZz@
zUhW>|UhZDzUhY2TUhaP8UhWCZz1$O-d$}hu_i|5W?&Y4s+{-<cxtDtyb1(OF=3ed@
z%)Q(*nR~fsG52!MX71&l!`#a~m${dF9&<1EeCA&61<bwN3z>Vl7cuv8FJ|uLUc%hV
zy_C6^dl_>t_j2Z5?iI|v+$))TxmPjwa<69Y<zB<w%e|JlmwO#^FZX)pUhWOdz1$m_
zd$~6;_i}G$?&aRX+{?X{xtDtzb1(OH=3ed{%)Q(@nR~f+G52!sX71(Q!`#cgm${dF
zA9FAFe&$~81I)eL2bp`h4>9+0A7<|5KEm9~eU!PE`xtXC_i^T4?i0+t+$WiPxlb|o
za-U}I<vzpQ%YBx)m-`%ZFZX%oUhWIbz1$a>d$}($_i|rm?&ZG1+{=BHxtIGIb1(OG
z=3ed_%)Q(<nR~f!G52!cX71&_!`#b#m${ew9&<1Eedb>72h6?P51D(pA2IiGKW6Ub
ze!|?#{gk<v`x$dD_jBf6?ib9x+%K7XxnD8&a=&Ko<$lB5%l($Qm-`)aFZX-qUhWUf
zz1$y}d$~U`_i}$`?&bc%+{^uyxtIGJb1(OI=3ed}%)Q({nR~f^G52!+X71(w!`#dL
zm${ewA9FAFf96hZmR@c~mR@cqmR@dVmR@camR@dFmR@c)mR@dlmR@cSmR@d7mR@cy
zmR@d<S{{~OZeEsNZa$V?Zhn?tZUL5FZb6n_ZXuRlZef;QZV{GVZc&zAZZVc#ZgG}g
zZV8rNZb_D2ZYh>tZfTZYZW)$dZdsOIZaJ1-Zh4koZUvTJZbg<}ZY7ppZe^BUZWWeZ
zZdI0EZZ(!(ZgrMkZVi@RZcUb6ZY`ExZf%xcZXK3hZe5mMZatP>Zhe+sZUdHHZbOz{
zZX=dnZex~SZWESXZc~<CZZno%ZgZAiZVQ%PZcCP4ZY!2vZfllaZX1?fZd;aKZabD<
zZhMwqZU>fLZbz10ZYP#rZfBNWZWoqbZdaCGZa0=*Zg-YmZV#4TZcmn8ZZDQzZf}-e
zZXcFjZeNyOZa<b@Zhw|u?f{lv?m(7a?jV+4?qHT)?huw<?ogIq?l6{K?r@e~?g*A%
z?nsti?kJXC?r4@??iiL{?pT&y?l_iS?s%47?gW-z?nIVe?j)98?qrr;?i7|@?o^gu
z?lhKO?sS%3?hKY*?o5_m?ktvG?rfG`?i`k0?p&5$?mU)W?tGSB?gExx?n0Jc?jn|6
z?qZf+?h=+>?oyUs?lP8M?sAr1?h2M(?n;(k?kbjE?rN4^?i!X}?pl^!?mCuU?s}G9
z?go}#?nahg?k1LA?q-%=?iQ9_?pBsw?lzWQ?sk@5?hck-?oO6o?k<*I?rxS|?jDw2
z?p~H&?mm`Y?tYeD?g=ct+!I-PxhJvoa!+RI<(|UQ%RQB)mwOsZFZXnoUhWwzz1%Zd
zdbww@^m5N;>E)io(#t)UrI&jiOE33)mR{}!EWO+dS$eq_vGj5;X6fZ#!qUsVl%<z@
z8A~tsa+Y516)e5nD_MHESF!YRuV(4xUc=JMy_ThydmT$J_j;CI?hP!x+#6YXxi_)&
za&Kno<=(>5%e|GQmwOvaFZXtqUhW+%z1%xldbxM8^m6ZJ>E+(T(#yS<rI&jjOE33+
zmR{}yEWO+ZS$eq-vGj5uX6fZV!qUrql%<#Z7)vkrah6{06D+;lCs}&APqFlJpJwUh
zKEu+>eU_z{`y5Lz_j#6H?h7ov+!tATxi7Kwa$jcY<-Wqw%YBulm-`w^FZXqpUhW$#
zz1%lhdbw}0^m5;3>E*t|(#w69rI-62OE33*mR{}$EWO+hS$er2vGj63X6faA!qUtA
zl%<#Z8A~tsbCzE27c9NpFIjrIU$OLZzh>#>e#6qs{g$Pd`yER!_j{IJ?hh=z+#gwb
zxj(V=a(`y&<^ICb%l(z5m-`z_FZXwrUhW?(z1%-pdbxkG^m6}Z>E-^z(#!pqrI-63
zOE33-mQHTgUT#L#UT!AVUT$XAUTzlFUT#*_UT!wlUT${QUTzN7UT#j-UT!YdUT%<D
z9@buNUe;c2KGt4te%4-Y0oGn_LDpVwA=X}QVb)%55!POAQPy5=G1gvgan@dL3D#b2
zN!DI&Db`+YY1UqD8P;BIS=L@|Io4iodDdQT1=e0}Mb=(!CDvYUW!7G971myERn}f^
zHP&8kb=F>P4c1<6P1as+E!JLcZPs3H9oAlMUDjT1J=R`seb!!X1J+({L)KnyBi3GS
zW7b}76V_gCQ`TN?GuB>ibJkvN3)Wt4OV(a)E7o3aYt~+F8`fTKTh?A~JJw!qd)8iV
z2i9J0N7i0$C)QqWXVzYB7uH^GSJqx`H`ZQmch+8R57u68Pu5;;FV<deZ`NLJAJ$%O
zU)El3Kh|Duf7V{^0M=gaK-OOFAl6>)VAfvl5Y}GqP}W}VFxFn~aMoV#2-aTiNY-BN
zDAr!?Xx3it7}j3ySk_+dIM!b7c-CI-1lC^eMAlyJB-UQ;WY%8p6xLquRMuYZG}d13
zbk<((4Ax%mOx9lREY@D`Y}Q`x9M)d$T-ILhJl0<BeAZs>0@hycLe^gHBGz8+V%A>n
z64qYsQr2GXGS*)1a@Jn%3f5lkO4eTPD%M`^YSv!v8rEL!TGn3fI@Vt9de&a<2G(Bg
zM%G^LCe~i=X4YQr7S>+wR@PqbHr8J5cGh0*4%S}oPS#%TF4kV|Zq{Dz9@bv&Ue;dj
zKGt6De%4;@39P-`6Ipw?C$aW&PiF1qp2FJ8J(abWdm3vm_jJ}??isAT+%s8wxo5HV
za?fV%<(|XZ%RQI1mwO&-FZX=bUhV~~z1#~~d$|{}_Hr*~?d4v=+RMF^wU>JtYcKb5
z)?V%vti9YTS$nxxvG#JWX6@x(!`jQembI6A9cwT5de&a<4XnM~8(Dj~H?j6|Z)WY~
z-oo0;y_L0>dmC#n_jcA^?j5YX+&fu&xp%Sla_?sC<=(^E%e|MimwO*;FZX`dUhV^|
zz1#;`d$|v>_HrL)?d3kg+RJ^EwU_%CYcKb4)?V%tti9YPS$nxpvG#JGX6@xZ!`jPz
zmbI7r9BVK4dDdR;3#`4|7g>9`FR}J=UuNy)zQWqeeU-JB`x<L6_jT4@?i;MV+&5W!
zxo@%da^Gg{<-Wt(%YB!%m-`-TFZX@cUhW61z1$C3d$}L6_HsXF?d5*L+ROcvwU_%D
zYcKb6)?V%xti9YXS$nx(vG#JmX6@yE!`jRJmbI7r9cwT5d)8j=53If1A6a|3Ke6_5
ze`f9F{=(YJ{gt(s`x|R7_jlG_?jNkZ+&@`+xqq?ta{p%S<^IFk%l((Nm-`=UFZX}e
zPHwhdZbr6VZYH)~Zf3S#ZWgv)ZdSHlZZ@`FZg#d_ZVt9yZcesdZZ5W7Zjf3Ywq9;t
zwq9;Nwq9<2wq9-lwq9;Qwq9-_wq9;wwq9-#wq9;gwq9;Awq9;=wq9-twq9;Ywq9;2
zwq9;&wq9--wq9;owq9;Iwq9;|wq9-pwq9;Uwq9-}wq9;!wq9-(wq9;kwq9;Ewq9;^
zwq9-xwq9;cwq9;6wq9;+wq9->wq9;swq9;Mwq9<1wq9-nwq9;Swq9-{wq9;ywq9-%
zwq9;iwq9;Cwq9;?wq9-vwq9;awq9;4wq9;)wq9-<wq9;qwq9;Kwq9;~wq9-rwq9;W
Pwq9;0w!PfWY^hfPwW`pD

diff --git a/slide/competition/trainingdata/nf13.csv b/slide/competition/trainingdata/nf13.csv
index 0b28cb3..f0a2c5a 100644
--- a/slide/competition/trainingdata/nf13.csv
+++ b/slide/competition/trainingdata/nf13.csv
@@ -1,4 +1,4 @@
-t;B;FS2;TS21;GV3;FS3;TS31;SP31;CV31;TS32;SP32;CV32;GV4;FS4;TS41;SP41;CV41;TS42;SP42;CV42
+t;B;FS2;TS2;GV3;FS3;TS31;SP31;CV31;TS32;SP32;CV32;GV4;FS4;TS41;SP41;CV41;TS42;SP42;CV42
 0;85.1034876733923;117.136305560047;419.99367618915;55.4020865994071;118.552455019494;410.06606798525;410;55.4;491.971250040417;492;41;60.106606798525;120.347351520295;478.966126580034;479.0011;60.1;539.941070176626;540;52.7
 1;84.4111078119783;117.07393697873;419.968129384964;55.3955149475513;118.377126369313;410.068226918839;410.001406826953;55.4030445676285;491.997907043384;492;41.0140682695278;60.1067071237669;120.07840992205;479.027640066406;479.004482816837;60.0774668705815;539.978571263175;540;52.730752880333
 2;85.0295715587363;116.974086584079;420.001505398567;55.3947185603398;118.865427265085;410.040910845873;410.001449467799;55.4115753999773;491.913970262223;492;41.0144946779897;60.1036355601303;119.90417793321;478.907131055364;479.005567993459;60.0766194718904;539.995750769073;540;52.740618122353
diff --git a/slide/slide_index.md b/slide/slide_index.md
index 089aae8..5b9d2d4 100644
--- a/slide/slide_index.md
+++ b/slide/slide_index.md
@@ -33,6 +33,8 @@ The benchmark is part of the competition at the <b>The 36th International Confer
 
 ## News
 
+** Latest update April 3rd, 2025: TS21 renamed to TS2 in the training data for consistency with description.
+
 ** Latest update March 3rd, 2025: minor update of the training data.
 
 ** Latest update February 7th, 2025: office hours annouced!
-- 
GitLab