From 968a1451fcaa490e74704ceedf45c312c67ebbf1 Mon Sep 17 00:00:00 2001
From: Pierre-Francois Loos <pierrefrancois.loos@gmail.com>
Date: Wed, 4 Mar 2020 10:02:00 +0100
Subject: [PATCH] added new figure

---
 Manuscript/EIvsW_n5.pdf |  Bin 0 -> 106242 bytes
 Manuscript/eDFT.tex     |   10 +
 Notebooks/eDFT_FUEG.nb  | 6401 +++++++++++++++++++++++++--------------
 3 files changed, 4176 insertions(+), 2235 deletions(-)
 create mode 100644 Manuscript/EIvsW_n5.pdf

diff --git a/Manuscript/EIvsW_n5.pdf b/Manuscript/EIvsW_n5.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..f764a6059f8e503e51206c4eb5d9ef0ad8d95a4b
GIT binary patch
literal 106242
zcmZUaW0WQ_x2W5;ZQHhOPTRI^Oxu|D^t5fgZQHhO`}TLvIv4By$jXXpC)v9yN#)t(
zN@5c9%na-><V}~=?=WmcOhgXG)-Zg0M2vD~_7<*|MC?CVDlkMuM2r$vwytK*Ke4Tm
ztC^UYiG!&bjDP@)i>tGlksXX@_C=?BJYAbJdF!)5qHI}^40n#J2MX529&ju$*n_zm
zZvkfPi3TQ4X7nuG(KX^Ux4DG(Kqn*VBMT#un>5WP8!V3%n?Lqt^r_k9_q)#7x5M^S
z`uh9bH{JR9?Av!XV|>8J_V@C*;77~jVZc|ntoQ48+T|f(`cI1f`@_KJ_v2wVqm|z)
zBcs*&)N-eN=h!pCfoab=(9<Q6B{=xk{2cP|etO5Z1~kFF!<)U|rm+6?KtJL4o1nqh
z-TT~v>_-Fs@c8xhkA!gtn`<}k*H44AZxg-ch41yZfVOYVujwE8cX<H@U%TDp4+~w}
z`YrhC|L)!N&b8Oo)Z5k2^J?agZT;8vZNAT5u+e?KuWP3@{THyi+!QR>wzSuA1>^4O
zn;yK=;Ip~rZC0D(w0#zv8cf!omeqVRe;F)83}_qZtn!j{UvaxlB;7xGSGRq;b`|5x
zO+0$iOES7X^g(LrkG-|qbxt6_3DDAab1dlIEQUuteNjTKvYZWB46jL=UxumpT^>05
ze!Ug}QUoNKME%!70J$~XgsO<n7Mcpf3t?aH=d%G`I{E-uF9QSFYE{g;L~c$A%sVeE
z`mHdyqZCwhFHC2fn%C?OrMb61OOwS|N2;5CN<%5%uL*eX=XFh9Qat=VB^EfzuC*5n
z1q;#_0gCt{VLIH!2t`|`t_x+N)VNiJqSQsp>@8)YcIRe!go&3M2CT!}Jhg;1P5L}D
zl4R-Q*)p$>8&jEIYx>KblMjShk4`h&ke96!Wm`GR<DPhzO*o&rcmiaK2$F=`g%|f9
zzdW+enY-U23lZ->&Nj;=bB{IG3}iFYp_t#z{2y!9+_<!!y%au2&kNAs9$-duuDoK8
z)p(W}X#ahyOuL>6UyZwM9uuUjJty-#8#;J^CQU!GI~>l1tR3&Vp9<$G+l+e99_+?<
zK|kZacWDNlvbL!8*=*<5I^g@Y$m*QYUFeuyMhuKs_2&ez)8o&U=w2JkR6T>>Zra~(
zVp%wT|EsBf%!YBbPo1aL;vuoI_CzgnxVyw7dq8(3X5K-gN1Fd#ua2wUc=zi)JDy@q
zp?M1e9ln1qctnDNah@PRf^<o_AB$1~eyVIX+_MdiC3schXwz{+|4WM?;>6%<o-52*
zFl>nC-G%M@GxkVQmMxset;{fudJD4n`aoy<N>xy4I&Jif^|AMya&UH<G-gmAamLrZ
z>!8`Obu5Ua6BQaYzjkgV4gM<6Fkl*V9<g<~OWX%OCtdP*rYNzH)n^+L`*WZ(;k4H6
z;0UYM*@wO?j;8kV@pFFtWa7Ht6IZN}L8Q?SX?0iskOiMHqGgw#J*LiBZFeGyV_?z@
z2^rK-YzrQ0_}M7o>n<-B-%x5gIr2q-n8${9VK9Z?iD+$A(#xi^ECj@q-jbl+Q@_po
z9UGLm4)%&N%H7j08BPX?@L|6*_15Pb(zw>I%hnIMG3kinjirpkKuRov5(Tt;DG&*E
zm|)^@`u$<MmZ&p`VsxLw@<eWU7oY4&yxDlqn-J<A^t=#hDCE><f6h|aR~G`g*L>C!
zA0p<gf5g{Vskc;mA|Q`xG()GIFZOU&{76j;<!-?J=}=`=9Bw-3aCY$bz@|r$ZhSNd
z4Se174(@kw0+);{@V{|*4bXC$R{p7~2k`nlvl%CQO&-vxSt#Z;`8Nn|^;t%+qBx0K
z)CcBvcpe@~Vs?m}oM&Fn`Bn^ehe2K&to@<VzE^e}WXW`4$=Zz*04`eGZNCt|;0X8f
z_~4~q-vwGeut~XFxX{aRtTgBncZTDi1Gu65?@z;0D&;rqbm+n{Cr-2&#y0~inpq1T
z4#SE9**|{NhVgkgtFD=_EVb_DG@t^V$VO}o7Tgl(erj)y@e*%zqg8jPg@y5`)#}2O
zLso*}V75^1gFH4^%qHc#k(riu2|45WBrA4mKWc+`aY_(i?pe7j@p*X<<@OSs^kdzH
zUWjM0O>Ntqnv?vX+K}a)%;?55-U#*K^jse#UarwAb=7?W-%swd>8F|{hn=ukoY7w8
z7PISFkm=Sp?sny={bRucTKzLiSjM(7@1=jIvzqJ+6T8|u31WpM^CVZ)LZ%Qn)zI~j
zgY&d3;7vBL)VaDPNcT=yP8`#Cb38)&g#EEfk0IMq_W%C!%44D|+V$_g@VzGTT(1c)
zDy{2u5i~-i2ah==yXI+<k><I6id9FrjNSPX&r6jg$S__OsW3W)g35Nm#ojv-DDBzH
z{0-MCfjeM$^xH*QJWumnyD%0MF#XY2dU9W0b0d5hG<&}8>M921zS(Y#RcE}g1HiFM
z$Q&o?%e?$CZOHIvr$_;2K$YHu={0Jx>fA6o6JlZTWu58_jl+^oF9b}I7j{ny-HM5_
z@p6zR$~j&;SMSTeas1DH<-f4u!>8=73Qu7|dU|ZZ(aJoK=%2bBO4v82c2J=8H0Mz?
z?zZuTzwzIX70P3x@OdwYoQJ>G-!VUtf(^73;Y}*B*s&^#DMlv9BcaT3V?FwNcm1&b
z9!GdwhfeZLKSL*b`T`vZr)Z8{>p`j6eD?I6x}0aAbGC)4kg<9BSn*uuqg<zk8!zsB
zN#`XJxusA6mVUu2&6`RM6~+ootwe@IB~`0IWEcMar*oc0+;yRft_L`^(?NaxM{)l1
zj#XfsRp&E{2Cqe&jUast@K|H*50v(K{g^aoy0CcddMN-G3GQZ}$d9XM*jt}%`DcE%
zx!)#umPAVw*WR~z!GTJ7&woqAqfZ2yW|p?{Emh7}g_Js24uL=C8etR%ol;)fRF|mF
zv@Mr>K>)L@tvE$YP*ShdDN&q3=ob1LV{C;x3dc>i48S_G0m;8_z5Gs`aS$y^6W-HM
zI%V-D279;rWQ(~aE{9SOCmk9lKf#K@$axkGLiWSU)#iUZ-udLk1t2yl3w}2tKCdCt
zQISQg0SKSk4jHE9HR}K9@j`F%nubzr65GayfoKr@d~*fg#}yayo|js?n{uuX22DSE
zn%Au^oK>tokCKvB*Hya5g>bO3O4F~p-y^XNmS#AeO`5ZM>R+ayq3!6Z^UQ4~a1pPA
zPBot*t_606mf0V2HlVVUi_{<WF!Q%;uS7U6E7eR5m+>+b4*ER^o%Y9Z-X!cp+bYNT
zn5eqv(;)a2uQ*9qnLP@?TatrbO}sv?K<$0?M7KxbInkdw2<@kHMpQv`1Qb|nEHVh&
znFN_~Mt&si4W+X`#BM;bp6(87o;s7$iOyJM*aYd3LqN2Qy#Jq`P)4OHpj`tntBa`$
zbOy(}s#{GFz^-(k^ZW*4YOIfOy_f-#C=N28EGrQpXTRsjX<w5s{E!KcIgEa$ru#h*
z+hF-;#H4%{OR*kL3Z}Gx$#nnx(exuNo9!-hxPkuv5hZ&tbJw1k>YJ`T7*p?%?AKa1
zfonD*n|VmW>a8B&<tY7jPI9&_)#oQp=;P}fHq-vRX=}qK<RQJYr^=q4!ZPkUkyvAv
zrVWTG&o$l9OmsAuZDC=sP5YeDdUv`}Aii&H&kbY!WtJJ&yE0{#CXIrx&OhABNV?ng
z_u4EQ7gQ7ej+frs>}dwqj064-7vAvjY>+c_NqI3j=A8!RiuO%oC~TQz;92e#{_n_Q
z{OqLTXJvKYLtSTzHpQ#E+9Te6S4`-8R9Cvw6`q$Vjn)?RVRLlHu_I7wU7g94H+_TL
z-<#4i=^;OK=x204+Wo$WMuU(YiF<{h7l8L*c;3Y*3x0BoO{Q7WA4&CT=Bsh3)|wL^
z?BnWY9S1oU)%5VO3qHQK{am_vW~}v!kXxiWNp(e*tBU_r)4}G%OJc=uGrU=)28YKy
z-*wf~K8oFYEt+7F-Y+aa#(Fj*+t7TdigB^RMet3fd3|bE@IU$TIqPr+1`+wtHH5m*
zA9T5R%ff92iC(<voMV84itx>3`}NWt@JXl`{UZ4K!7F`rS9P%Q^y_&#`J-XFTeVMC
z9);p!h&>?fAkY7+O2jJ7cKMnA!Y%LL3#CCoiCjZYN*R$?pTxIxRKVM7OO#Q?KWwi3
z+5UGIvhR!gYrbI@X70WGj5q0|pJI<B-3o=9s=30uhX0g0@IP?cmoU{|<&nQo5(ZGV
zUG4xwP?l;4%3mvXeW8!lEnUTyJOWsAA&gZ*2Q31;pdj8WqH4RF+6?laM99cU7Q>;@
zk4y%u+o0VH!{cmxpUD)vDmx8~>nD#au+tV83bkKybyPrEbyPk(jx+AuE<a($?UG7v
zO_lTxwfM2sKv}WX_B$vu@63KmK(ErU>bO_cJ6;@^v+XtECrmYCuX9btmYbewFIuzy
z^^OAmB!$(5d$BVmd$D)<BvBhIZPhRx+rw;TR#p;Ob!%yZvTAGZ|Bs{!hJD1A)wMNB
z#*obZHJr%NHJm*D(c~KID@`nqI=`G_Q<p=EVMF_tHiQXNmmg94qd%fxQ+OPejU)f)
z=-;<fXK%vS1YuccznpM~`^xJC3>AMv#+bVwZ(Bipa>som4BwWOK6oY2U#%t^0TeR^
zl&BCDravD}atL;plEjZ!9=6)r<$>2JEASY~f=gyx8IhHDDNU$Jt@-}c);gE;g3N{t
z1iCaD2Az7*Z}dyTLuS=eI3Ck@!N^Vffr=p|Cr9?zYqrU?bR5}f3F7YuohpYpSvT$m
zoeGQ9u0;ZHW4M|8;AUJ3*ypi)&>BlPf7axzzrFNgo8nT4T@p#?(O1n-Ztl&O$eoi@
zBp19%Jx~P9XN93416ASV#v_uX7^VbjT58@(*p9axd~*CHA$0|XFfM_S9A`F7wJxNE
z>9#YPT$!DwHLhGTSjJIm9x)N+@if^wvyl<ykodihh4=PSM~08ga(RSS(P2-G>_5v4
zz}^k4iWGaHEk553D$ubmGk9rr^CzpY0|w(!r*sFoQ9y=DYr`5#_*|71!->FEE5UmP
z`-UJ^Yli1x4JQ7HhKK*By2T3nJYHj*)Div9b9$oMBE_^ub#A9{hC-GKVUCwA2SS!Y
z;tbnny*Q~{X5O$$72}&C#C-(*K0`NjUr`$`yKrD{|E+T}s*d5mU2$_oXy-*dHa~c7
zSEP;yi(h%9GGgA>=#SLP!>Q}JC+as|3>gblbQmyMo((FzER1UH(IzEl&h{Fpp3i*8
zt2=KqRpT*pKrxQe^N1O&j>n17DTI&KL!=4blsMcBoTxiDNe~d6!oa@NF5aS?C;%N2
zS#de##pK|H9i4&_lOM+Gi`!D)0H!a;Wun0^s|1TjdQuiC_~`+ZQJ#+Shu4e|@wu=?
z4?9jB(vz-fdkoE!sq*y_)L-=ypeKMul#j4k_s}Cv`sjD3819mKzbBB7+U~|31)nd!
zC6xQm?gNx1q9$JW?SacDvhf(fCyxn*gg%P@8b9YLaw2^EiwCl<&|)Uj+mzFAfvY~*
zOtx%qcUQTuxNH$g_@WRRRtOP?&YWKgu2mcrqdzx(Yu#T)0$tKV+iG^8VAFS?_E_}Y
z3u)D?Jthcy>$QV(@8_T~SS$HoC!@hyNaQJN$~$|eBdjN8p*%v9=;S9`N75AhM2MAO
z{uKN=Y^jo++g0p4o6RFF_lN3B3o%a%iHr0C7#7cg`goKmk`^2Zy7z@B@xPGx7ytrS
z9$Ws*;MI5jSfeCmaQb5_Hs|&UR97LDs|WBLJ*BHugl;lXx!sGnTgNBmuv;7JfxXp`
zI4rOqTU0s<d}3D0Bd|ftd}0eAt;VO>Ak9NwM!*!(h2hu0^_wqZ+FP6D$15SYg2ze?
zFCW`MUj8x0;tlJY)~7OfSQ$hbx;Xw)*OfQs!6p+A2?^~Q;3OsLEf8P7DZa2K69<W}
z6r#FmtOYJK`*19y%edRxr_w%ccATF$pX7y+<T~6W&YDp4!BwrJ#M(EH>632V1x#Xp
zqgP{(xcfv#ZypaXb_?$qS-C$@*{XB{j$n2+?smqs!YEWSUW2b|_4Fpevc#oFhs~IH
zu9nJhIF<${7*7HhzjM(qDq-p~JqaQe{?zauDuH7Fjpz~!F`*eJSbJ7%KoS=@Wb^N>
zztGXm3A2=-lEWu=(l>+TU0!u&cKpAIMR8&Bb8MsrUB#OhH^p>958ZA6!Mh#Eumky?
zJWH{%m)8gA+E;o2oFJqPXZ~m5b*e!}JTt5AbHJ{K6CSocnAtPg^14GslJ58B+jH9H
zTTN1^DbY%x_*7snvBmk`9~CNPr_c*3T$c}~n}LEahvG$?cMjQYBaC-2>$tYQE+(G{
z)$Zv>Y7eqUpTJ0s)9)g871Q&iZmxt7P-wgtyD*5B$EuH(uH=$A#PscNpKm*#D1M}q
zAv)|C){CGXtxSsF2;ZM^y$*+KgbA!BDF_q#Zme0bsqZ2|+(VSTGqlizOlWLHPsF0j
zw50JRFIxG$r_pM@cr&cNbn2(~3%`Q_?k^fv?V!%#F>^sd+IYB&x|ZFHXc;EHD87KC
z8(>0V)iuHK;X5=!((<JLYR8vysN>gDJ*~Lf56mt2_eQAFB{8gYziVQbeu5CsoG$y%
zcVHM_@|=ZsMxOER$_t{mh4Fp5*mcJEZ7oLf_umwwBb5XcMGdp#AYy@zA`7)){G9TL
zs^%$8w@$I;08!54s;|87tLuRA)9a;WxA*t&w|7B-X^;yGOa!dGxhCHm4Ni2Hi6S+c
zg&>6@IM(z(6JbLo$hhy^62!^5%;ky=4V4z%Zi3l?HRmo7hBF>)@taNhTt{=!{*uZ_
znkhd`(Ha-ub)_O@GrRl?c5`2hG6Hx7Ik<GL)^h^};*JscDH(I>)#3!W%&))zS<`+5
z-ov^w!pklbm2N*`E&8S3!&wKIzum)Uy1Y|1JSGSo58CXOPeq&0O$fY1C;Ye!k^e+N
z<&qEA-Q!hEXxvYs78xJ^R+*o2(dESHDA4uDrP?3gp#78PmGaw+AgtJopvX8=vdk)z
z&?DL#iJkGD3O#!A{12v1O4J}mQSndktrIV(TZ!u^VpnFT=U`+%0%)>Nzfz&Q2*}9)
zgu(21mHBMJEAy9po7{VS8uMID_DMd*eb(vdn9LF%WU;4DvB<G4S)uJm1+Wx~3TF@!
zcY>%~1aot$RJ3kZg;0vBxYc~=E#5jAPVGcGX9If0PXtlQt`+(qp87ER<Ixon0r~pb
zN3X(>BDMJhqjzjXFc&<MV!^ynBX0?O=Uxy9p4Ap;RXSkE`h@Bk3eZ6*7E|Idr(UFI
zB8=YB9S$UG6EBlB6`J3%NQMcs%2)ynjmiaTSi`oClTn4H-sb&uXa4ON$`+k4beu^}
zcM<p%{B<?FNBt7)H1t*uay`%;oYbPmM|x)}J#wjAyPs+XX6{!W^#52`25?zH@NV>l
z`X6eAqJaFJX;Sr=`Tdi<F3ex$J6xNO9H*;A!L!A%<&5MP1IK}QOHQ1jL_nXeAdFiq
z?8`S;jX4e^9{bsFcgi8dt}@_*ey;{DJCB&dJsD#~mI-{c&1}gfT=tc(AH5=FSVE-9
z!kf!MWiY75LMO_`97PR$Sso&BI@ev15FwuLZ^SaWA<>?NHq3&VKm!jQoknYb_QvFf
zdyy7jjf6#}uBB{q5I<7!%fT3}bX4hOA<tw9J#V>h4LezifP*1+&mU<QT;b)-T0v7s
zuS;WLlJTjA`Xj8p(SP~JpY{o;%!SCWP{fh7JW;@_51)kLQQQhhF{5tg`d&jBj<f78
zyBUBGHw17`myO66(5a2m-9^|t5pkTBg%qmTS+IH%gTxk$Us{H$hf$;ekZZAdk77fa
zY5y4sJ$o^PCJJRhPq>g*0@`xt@QOp$)JSS%6k?v?D3}iQ=j}u;{Zx5ZAuymTiR9*T
zER-q(ReaI3m=$1=*-smbUSV;X3fFR@_zC2huKr!OuQ(WT6wpTZM&fQKEWU6Qpv}Qy
zB}2o7m*-^N6*E6hcB|yYTa7N$vWdZ3Kzhg>Kty0{@8Ck>2&fbeOjYIvo?1aF!c*P4
znI<xXPOa1}e(!Jev1$b}4+57g8H+om88_Q8LtNWhkgDE#r=sL#Nkg6K6y;*y$U_S&
z+^s}geu=|#v;n1)V)KS_v#T4j^iOSFcYN-3NP!ufABJ?1a~k6yv=^(QR`qd$fVMeU
zFwN{{A$Q4<yJzA0&2jQ`3`N@}C*BNU`<2hCu@z{_Lc%xQ<5&2P@K@f_&>|P>7VzTi
zcl?UeE}KEGWSyz!;2!A7m;D9pz@;R{cXT<aOoo}k=`&^2ZI}|Y#q5h_tj=(qnyV9(
zFup<0B;c`4F)`YB5r|wqe0jJa3n6!XIWN;F?12!ob&8u|UeEKXo_xfJGPK$I^cUR1
zp@FXY!BB7fVHAI3&<byHYh;pnJPal0Md1<`->AvAQ`CGZ8i7|XjqWIptOhze`kkS>
zE~i*)IPjH5Sbh=+v3ftt1S2=tCyS<3PI!RA8CnaDDuY6~4<)89*eqBQH*PhSs;2ih
zz<qyM@4NwvAtC{i$t{H|gj=miSMGQXc}0Oqa+lyvqGmFs5sH@bO=MX9q=rb~aS)tR
z{zASBgN2b0v`aa;*CzLRx3(j{WuyN$m#4312PZe!e52k;07!%(my#iQ$P2Khm(DiG
zpes?P{tz#x>noXNGEQUf_KOdPlX#zH!!gLm4g`n~wgZq(?#{fgAw=;SCT|W2@Hsow
z1)I1^DF4ZP3RQrl06hI|F{f@|qHHtX#JfHfb6sZgL!2gZ!=oBGLRaVv+4R*-_mp~6
z;g&^&1J2;5<AlhwYC`G_O@Cm5B={hFa|LR)_U?I@zX?MvN0dUzQkw);@?10^ad()9
z$rT2Z@f7!L#~x7}st(Qz4x_np9E4=!1alGtMvTipXq-qg<u9bl^d*FYtD8fLN??L+
zAdv1&5os%J&z8r@j39P)TfJ3;!=EuneFE`%>DWxQomWX|VB9kF3eoc5TLR5(y%L)O
z+{XT|x7i*%j1reM9{vOLhBIg^gBI6L7XN$KU2(i#TDwh<5cP6WpOP6?!<c9)dWO0O
zT21q9%j`?`SzI)JE(qU!EX$Oz-TK2Q(XLH$!v}bd_4UwGUmi~S{$CU{HJ?h`9Q#&<
zQnv!~Tt*{xQKyw2I*@?GXU<_d=KeYhBWE(Rnf{(TFgC4w#Q72CiRMn1-)2z9z^VeB
z@SgK-Q12?_;((^Vc@=Se?zux9g&3m|kbLG@^+7QTdL5r88jggD4?PUInc=&A<lKAm
zQwwe`U_z}jcMOQ>=)LVk`%?kYB%<b6Soj5j<iO{V;)N@Zmq<qx322I(3THu1nL*NJ
z_XVJY@s#9x=XyYaHJ;yonWhk}$;U1XDmCgt@H_`e>q2Ush<6f%c2@z!%=vQ~a|=1i
zEUzck{Z}?78DR|_OY<~kDT0V^4uwYed0}_dgoFZ+zJ(>vqwgrp(I_6Gq6;ZKK0UEx
zAv%T>1bgT<9oh-RI;oi7LTuH|zaw-^2DWwgKuB>mr^@W+(+EnjCIM@by@T?10gg_|
zq=aoyE%TEbGZY-ZkS|2N-Q5kN0L(itx)HXqBkE3xOje?N{auRUDD3=!q}4|0e09vW
zmT-&qqg_LuOSbJ0`S}!7PxZ^VB_(NTS7W;1YFg+F?{yeOF}r^|4f3=aw0W`qF#5ub
zFjqHwW-+NK_xbS<TIeF~2In+4g6&DDH5jQTialdT;odOQMb+j}h!nsHBbygip=Mmd
zeGcLZ&UrWN6QrKi6D{8!jKOsxhrB$f&QHr6nB#MomgCk6&YxmgM3izVN=8<TXySJN
z+;tihAU*~so;eLwDml@M36%%4M5>Zzm4H5I9HG`s26Yfyjl#GU{H<X_0K*KUMdDUL
zigLOn(rf^j&O+JWgd%q4HLhhj2A`gGzEBQhJoj@B!Jw_<meX?$zx?~$hh&AGht<!u
z(+%A|eb%m^>Hp(b=u*1PfefW!F-r%XWpiTMAWLNLoHyVdNfLpU=Kcrqg=utvIic69
zaKd-0Ce9C?*qr@GeJ*zNW;Dv&S1Elu?w-33qkjaHO-=5QdX!{D5rWoJHAlyRBVHD=
zHZmxEk56K$EKixpyyNinyB9f-O;(N8LQr|&M5RRMab?Q3!(JTmJ7`6sR-rbIakiF!
z$+fHYJbTN}bGtZ#GqQ?4nX?q52kq|8z=(fC>QYs2QB2UJyPWnT#4%C@nkV=a>TmM?
zgU{*ca@rQcHk}^x)%lzOhkq;a{Z|mC!*073le$t73a18~X-kNM;;p_B*;fs=P)^;Q
z_au-Gj&~W6^39rU)5B@}2GOP)MZ__>R<P`EX)Z=xkEb!3k=2=?R7Mcm!e&AcWxq1S
z{2q!UYP1zu(4AODzrDg#1*4@HSst1r7d6_qj?Lq-($@T|spNJ<R_**Nut<zHN@9LS
zrcx8cSuW1>**Kyz@gMmLWbuRn9$P-0KJD;bV-DomEiUu0{{W@KzzKq}1<O!?JnFQi
z&>V*;rR}vYw_9(IwNWG3wFz`oBQQoTE9bD~nP^rl4w(uExb$OJ>Lb(&R8usNtRcm9
z$8xP>kPKlv^+yWqL!%9;FHOP9;#wJ850hj3rX^=;i!@tjpLH<c*FzPBB@b!{Y~g_P
zB;I+Y@6#P0HU8CuP1x`&%_Q~J1yDTCl|RB2-?Tkw;%46Wzu1*!1`b_3Py`p)T>r(x
z_-Hd!I2Bu`48WbE=Z;ue6w8o;=0Cdf(dv*sz$_wv7D9MU6;iLLBy)kQnn7EvT%;~Y
z7jlCOa~w*<c=x-1P`pGGeprR38&7BgX3#u%hA|gG=uqWpt)3q(_`P`PSd|o&K9=l#
z;~-l-Q1Tg~(Zwf-_$sw9rHmA|fFbx0G6TuKObW?6X2XfhKw_pFbJ}uyRCA>**GIMM
ztra=z+3zsd88%Ef=L|dmILJJb`wXY?31wuV9=6AcWb64?e+Tc1w`C(bbfWFPRWtd=
zZHU#vu|^PqjS5m%H(CbgUBdA$;@(3bKY|J4=t2~Z#262b&yv%AaXzA+kTvkLVv^ja
zvhn(b%E*A*c&OIuv5sLa0X5VkO`|eSjt9RHn*5kKUBbqiPXyrXoXIvH10OW%)!DN}
z&5(1r)FV=!=F_~MLa(!RbDuvd1$2nA;&i<dOg%}ZguL_@zP?vQ2Y0ZZ$*Xxd1m)dY
zETIQ{VH<kp;H1bcLW%qzl5liTeIYkOte&dhHEf9v=HxgUaEvT$D4?Wmk*Up2uVM}J
zkFG}KVI_~P{RlDJ#mbXLs1YWY4kl|kWkgpT(=fk-&)uX|fAeBpi>L8fkwH+Xp^#Hn
zueHji15}DmIJObGTeTGf-qCT8KmnD19|z%nRW=@Q3C!63QA8agzcQmC5=EjE=0|^%
zx{h*Bl7Bg1;=X3<g~YNO&1w?>Zdhdr^n+`{gOZJMn_G8lQ#c3vCk=Iv0`nVEt_HN>
zWKN}7ixP2*2QY4Z9(y4uA@6|KYuyqsH6g(K2j9^*(pyfObMW&=BQb5Uuz|nhcyPvz
zvg3TvnS3_NfflO<Qp<Ye=(38o%VoMjtkAs@k1Pb*G4r>};E*+Gkiy0#D?=E-g8n&$
zP(@^&0mSNcGJkHLrZvlz#WZPpY6o6Y$0}lI(SM<<?#rmtxqY{4=BF)6thP0&K;e6o
z*XxYrT&ck#CmejLsJp*z#>lF#A`Yd!6qR3eXpdHPM|!(!GMGT?S5}+R)JsPf@Tv#;
z7r}_-Sw&^)?{O$O+HjA#7J>+;isJAOU*@N_DhG-29JU^S<4}UpD%&=jNCo${DyQmE
zc5l1hfbW^6or-|R9Jp`B0XZ-L@c?q>!^(+z)~o#iE<nWG`jbFU=CL!zby)5Nf3tjJ
zVN>}{9TCD;DXny6wzaAN2p=Nqd@(}|YWeE$n5*4^mhRNEVK8*a(V@V)W9ZG}NskzO
zcJC;f_(V}{a9kI5Cjx^;R_|(m0e=+4K14EFFFD#33c&PE_jtf3GHrBAfbIv~j#qNg
zCHSgUPcB9i=iOj762B2@R6!rk7kXCopx9ek5&+kFyuY%l8OR#b$_9j8Dh)<zQDhI{
zC#zL;v-nKhazNmw-u$e4eCYUwZ&LIdK^vXMae3tves-vd>cL0G-O8P4o`u=ETiIZ(
zf%x3jYJqMmCkpI4To9lpEi^<otwA*gwrxDI9~$5>DNy=<=K#l?v_1c<=#mBf9esD?
zgds5h<Q_Z)_Ye+Wq^u(ssd6($28rDQy|1r?w^H9x$%_;0<S0yUjmXFOm28qVH|rvK
zIiP0K+j<Y-aT^$Z2m5FDqiCKDK}m11pYUg1<Tmx5Xep3Oi^8+y{{=#z9utrzQJ5?i
z+i0q^Nkq|U{s2l=BqFYLrSgadyOiW|RJ`ZGjC^&pj(FVmh)zszK|(8fjPyYmNQ?_k
zOfcWpBh}ESjz$<z_++^3d61=#S#od^6j^>RC|zgv2x_SJ0%b4e(Wn$spW|2<mBzf0
zFuLI|in66)A7pN+2s3@+;v^TGk{p2lezcs{6e|!I>e}cSHNbCF{hL(3iW=<u>&%jI
zQuhxr&U36S$ZG}!zJo>^pyv{$ctzbq#VW!+l$e|IIpI*CuA69ZNxEA?izNZm!OcT+
zwFJYM2Djh;coiV5ErG+o<~bu&c#`ul1qY(Mgq{iXXc^uE?pVO?MiaOO35H4hE0mQ;
zE_^*kX<z=GYza0y9oWLZ3bQAuN2E{h0%@Tw>cLOiV80J&zw#sYzyY`$)B~b$<_95K
zEccA~uuHRxalcE?=ATCWz)x7DxIg=Nss}1$6T1R8_it@$J%;=|ZXkscSu`i|jpON!
zR(B)~KNEBafkP!JvQ6GK1fgI_a^O{)^WC$?tvzd-gz`S@$%hzh`@rUCsi|_$0|8bO
zyGwPOLd?K}eQz9>gnXTK&P7gz!CnEymI?N?^c;g(b|m+<VLPE9&lGiLW11_@_pN<B
z6P25z>psdD>=cra4_cu)^fw@un0wLYOu!CzJ%Xni#oZtoX6b=%H#Y$H<PqiH5p!kA
z%$Y!j9kSVm-j^|K0Eqf(8nLE>G$ZQtjh*&VopjIxRi|=E?k?4!zUo~8v?xV-?$H(n
zg0lcqVLfC!Za-(ogmUQ+d)Lp19kWPIl3EYX*LqsVcNoP>c(BvkX~;;I*`D?ByWu@D
zHvPF`1Q=xgc2HV=oxdS|yE$rp!^a3X-(Xu1&?0jDjfj6EFg>kjkR=iV1cX?Wb`X7}
z;<deIt?dEBznR(^xjo?w7(ox|K$Y!hpB;9)(vyC{M4~zcMnO4w-VOG)1*HOMXdh1E
zdo8pwR!|%|6)x<B*3<DQJ9*qQ+7z}{5?aAdec>;zm8%l8t>kDc`8Tu{(JkS=L8q+r
z;nVrTA8{a+a3Nkk{T5413s0Nc)Y^3aH;<Z`Xp9!HeZnlmLCG!5YD1R}b+svl0~<8a
zGl)m+)vN_<hdZ*!BMg~?XCKsaC1WvAxiP1W0AYx7FJ&IzP!9K($+IHuuWRAfZ(q<1
zxhm*o(}S2x*0D`CUI_wC0x>Xtw#`3{>!cIlziBvO0)S{)H?5?{O#Wb99_CxjzlxXm
zo}5fy<l`mWF64gOGn97<cthMN!#;Qvvd`d+X1J!Z3@^26>|#y|K5O1P*f9ss*z^v<
z<yy$GblghV?#PoaP(N-PvG(lqs`sm!6^Q67yw#eBZ_x{4xiY=wtG;q<pOS{iO5+_o
zGz7tyXGG6{N=fR3I1I2!gU}dKPepl|;g2Ey>Z2V;$}C?IpSGC0$Sm9UH$h(!smDVG
zzI&d`{tcIMzBP&L2N&g&sFg?tjcYG5!_gBI<L{_`ZJ%?soq+HLjb%J4ea_}Z^U&9p
zsY@WKpz%<pS+h)yS7&FBHpE`+#B5(*NTy8{`+fvevK!n8f5R2L<N6Z607CbmE2<{@
zKy~V=q@qE%K%a#VDXm%i3MqO)&}_T5xU=fR;vDRg8^WRK09vPfGH@J5DtG;Nih!bt
z_R2rSR5y0}ambkAp#%h~C_+4Z?q`@|kIKmj)ZR(_x{l?2vEe(VO8Gdt9>t<fAekiw
zWQpjJXJ+~?VrC+&Z{qeBe7+v2PnKLTgcy?tmv&>kX_?Ky1%`V$s0I@<_aR?~1*;wM
zt0CFDBLk*G%?dJ3z`uw*LhH(-<eJAHcq7(&X}tK;Qc3H5PIp5E{NQ^Hy172<Ez>s-
z0vKpQbTK%vUV{#^DY@9GV@~NbhNFUA&|SDB+h>yZ3_kql@EjyDebav~i;*-Bwh~U`
z!jsM2;!Bcg)%LLY^HnNmIFGmn3v&OVhF=pg%BE_Vwj$i|*IRpk3b8ea&9bY=t{`cv
z1S7#3RVS!pC*yBSFdRm<DuRnVN$^Os@GfC6B(@f>c}9|jD#if2h}jNc8@V?p(kRoj
zaR`9k9d%pxnZ8{Q)(k4LUiGckC#3BzS!GxX$Od4eLZDmECi=%pJ;cqh97V(L95K{E
zP;w8LTlMm~SVc}JCBmhA?*Z=zVb(T*dQ7>()n+hW5XM))(jwf>@(>pF1ZF`YmmJPC
z!nVqfbvmELOVer=nV}`vCQnRt(pq5`XP0hqo?`xa|IMsScy-noKqvJl$_0}0q#Car
z%p}h#bnp7MO)U4{znZN0aK6BLGwq^4V99?2DUE9`r*6q5{9fr1eji&sF!pPMpAlz`
z)FEEk)U@w(2DKU`tDb0+4ta4Ae9eA+y+-D_aU;dtzv1yWhPNUH{uGwuB6p-hs7uDK
z+8C-D*fzL`$!+bcJuPPd9D&w`%#RmV9^9CUYlzGF0vCBL-z#{52*V!L+rEQ2!8ILu
zz6of3%v8EU0P>7Oqe56Qzrcno^~gJUGA_P8Bqz@0clocC&FA+43i6Q5_?b(Op`i+r
zeqOT7G0A^I$La(#rGG^n>&s8v&8NmWy}#%c3%z-ALSo`YD2Z-J0P9qBY^h7rZ*1>G
zTI7G=Fk6Qk!Z1>VF-e~&i5z!D-c@I|oqjdbfYy0z{leWT&{`#Ag3A&u%$;Z?^3KI$
z-CiV<Gv0VU4y?etxZug4&pQ{%@MkHZrfvX#Zn`<7*3B#|?n~xo<9o;t0z!wuYDddi
zv=B>uHc2|9>@mg0qyTHsW<|^VMN4-<Q{g-3tG;Au7DcJ<AZFR>wYG!Pl$Ox63+TVt
zUm&Edd2Ci(7iuE^S5$VEVX>v~$Gg?AFN3KEg~`{%Qbv-=I<&}7o|VKM!<(A@?T)?<
zw=o%0-R5S9ET)wt;wUka{^}2qPI-0EnQFmlam9N#%?cKS%m8jyk36@lhHZmVgJ)Fm
z)EPJ(xo`yeOUdVHabvvp9gXK2TKayLqU>4{=QI1jVk<M082FoR$la1!L$(2rw_O7c
zl&2{GUTn|97f9Z?ZjCd7T{otQSgrFqk)wf?7!$Kve<h?|#ie)LgLx8~D!e1PxJ1R@
zKoj*sTW?5bU1<lnSuco#gKJ(D)*n%(;3#sC&HnZkh&fL*1ai8>ySbp3*1YNt(eO{-
zu5(xk1Y|JS>oMp+b|$;0a0qQ{@Q}Ga=TZsp47+tWRH}}zKu;4qynezC4uEKOOcIgt
zW+9g}hTz*b&~)ctug?kb5c<$=DlQ$`<~5tEiC%E>82Jh^l)b1UI{ZGR$DCT3X8vuf
zR28sRv0>u{c<uMF6A<f-d)z#TK4E+596C?|cC^8T5YCg=I+p3klrLP*!u>~}$dx{L
z14rapQzxAz4sY$|#m)vue8|Fv{EpItdJ@8S?2(>;P2vHtGZo}G$TIRfu82=^*$Pt5
z2uXZ?1DG8P9;9a>dlt82XHVvveZt<oDz%j@Za1=%W9+_KxVBS+ha?qY7ySUy2MX4J
z*)z=RM=ymzJu9`8af2b=8)lWxhrcCPLs%D2%rM1)-#(NV1>qeO6F#PpCzox6u|06V
zAMhF}&vSlDg_s#vX0{B!Lrj|0*9N|XqPqgjkv0!2_{ji<)fFGQ96g+HZC`Z&Q)@kd
zA%c^H>1&3iHKzrUWP!g@e-#EvZSp>?`LwG}l~!pocpL_?LeR%;W;|#m#2YY==Fwxw
zPu?kgm91!QC-LVo4R2wfH>^L(C2fz5CHO>|Ik|-teg4I*1kMK2q!Nlwf^I2=jDWw=
zveFr^UWe7|`ExLNy5j>D^`SR=pJFk^dVUf)fNx>8qUd{gv=iiO;F?8Blx>~PkV!Qx
z+=uk@nbXXC>?mJeM*xk#*tP(@lPD4ANK|Mn#t~L5t!EPHrm1Z#Ef=igN@(u1@AZd9
zEpRPtkHDmaY!QvK2kt=SPDxX_WnQSu3zJ*xP>Jds9p!Oa5^fgq^38q7RtX&30{aC*
zY7*{SKY0Vs%ik>8VRZ3in)aDi%Dte?P&(bYS&jJBpqA@;9wM@W%Agk>VYO>yv4ybw
z0Z2yD_8qzVH$j%APXtx_r#qVzW4@0yQ}~cyLpzdg-o1InTq$3Q`<>rrS`Nc7H&w?r
znfw?7{4K6iM+4|$MS!XzCcfBRJ>UYl-MX6dA<s@%4@M|C0u19>AZSodDLfxvphiYl
z=>5pL4T*+R9@OE?QRbF+Q)et1trWt^QzOdwwgbun%j@VLGJC9r(8)u<4B_<Em2_`Q
zdVua!{rY@xeIB4YTZ*@*1hg*h-MPw>1&C+ro~=8j`D~W(U|l<N*xo8)?=a!1lqp2x
zS8`GwQ#`@+N+W@D>GqfvapiBtkK0qm;$ZDa-p9(_X7WKzij|?)5sVEL1oFEq0+>(Q
z&iv*34frm4_fv=mlh(QCkeQCe@zH(XGl}9>r>RXLpaUn}_TF@?lySQD#H@dzWrR1K
z>4n=LC<WmZxuies*WBFxKv14<c3L@}z`LEQ2Oq{8)y`J9nr=xI>yumBs{Zi_gG5t2
z0sl!=#*ObRSZ`rY$4%B{{U-HRMraU{VC29qDberQKWKITTYZGX#{+z=ZC;wmBYeNC
zN2#F-D$a<&JswIq_khvIN~)?ii0Nmof+c?szpA0qKGDLy-qCK-Rn=hzgntj;CYqra
zFu}>QteXzskYsr`)Gn+L-|1(*+3Mh1iR+{7bOy-=8TpX;2CP2qt^Jj`3zXj5d$u;3
zG>cfOwS2xqbobo;@wr)XUjI4^N_L!k<%5xtnuTGAqx$nhIj88fYBm{>b%Uo51)O<Q
zPyDy)Z}XkB<#V_z>=;ED`YmO{1~$8hxuKlFtrtAI%CVh&v7N)G%#pxNfL%tIgzZFp
zDF{Q%vE|>fqDzj_(gks@SoON%c|5K{%q7KsEK&*Zq0-r4tu`?DUTe}@dnQL7euNoc
zKD}JCFBiJ+&DcZL>vQA$^Y-bvp?9HdK!;i}!uSD;J&&9ElmuLeD`sk07?J*db*d8C
zsnKTgvDk$rh!0{Go$qbOp>NZ4I;s)73#>)5`nJ`{!vq;bDZ>U{9hKfTcbBA00)!U4
zS{T*O@x%Ax2oFtT>vy_S>k2-1J5^{MQ5PbGIPB06xh0k_<!_JvKw&?u%;Vgrz5J_7
z66P+&j1U1X^vtAZ)A+<<ggn>B9g`xqjm6Iy)%FS7UrJ)X9TOgqQxWRev`rm1(Rp}e
zMo4Vf=@>s@81IKIi=?Drc*eYnSa;@ek<E8c`Xx}*)u<`{Cbnm?I?gDgyQ8}<(OuV`
zME!>q{ty1H_8)TQ-x>X8KB<<y>lQrB@QYD?F5y91^EmmAU*CxW1eZ>i`dUu{?Tj8>
zS%=lAA2XsAMON4&h(r-F1kQ$_Hotg9dV+GV^~v868o|>tbcmi5;o)}uQ#dY3(u$(}
zA;3wMIQp^hmn5lF&sauMJ}ATMI`fIz*P>ZFTa)E~sQ3RL!iT%t7xFVsh~Iav`eB&H
z>LIZtk?PZ2scY~DA#7Q*3`9AQ5$b|xar}GZ{Hb!rTDf7a3=B1j%Lb}V?KDI!4y(~1
zR7pGT+99yD1X)vo31_8d&)YI6TR~!IGKSdKxIViGObvZjAyQZLp7=HuLk*X!D#DRz
z|AJU7S_T1hgF_9Qls!4I@HQfVz5N~E!CgByX0|OBh{2!#Tp)Y1KDvXEyP1!e=e8FW
z(pC3Qbl?*c$`hH^A?O7naprUI<MWS^v3kc?KLlH`E!Nn?Vg?FN{<=Pa7fZ$Mw;N(t
z?e%1rOj<T+3`H*V9vhua5jlzwzE!^RHj7+exK|$9R#jGDIo@`*8_&Rd7+~TW^bj57
zye1sJW(^5Qi)J|TlfaKrJ&l}zLIcQ+Dut?EKiiAH26DYns`inT@wm;O7qlE^5)&%0
zik>FZZF);)j=xehj2F6<Q?RO9H7+o#d?HxKUB+z)Y1K~sbO+(M)I1$mys^;+NF4eY
z4^CI%{I9m>X#%mmYDr;?6S=k1)FlUbY{L(0xHSsEC4hhF&+s$unRlQ1!y!P2O7#ka
z)T;^$VHFBT?kUkz4)K`;DB!hE=ccUri+)C&8|O$S{r+!(bpW1fl|dp?E!E6Y%|yR(
z7DFilWe1Yqs=JU2saOy&$z^7nRj#}hQ%1d<&cmObOp8z{%wm38q!ZpMuSaMW!(C3n
z)vCJ&!@<kXjHGb8Y3TGqD0#!$Z!lk}=9kA@0TLg$lNe496UXIw9R`1AH8l2^t1wt+
zFWm)#Utn>}>Buj?rqg@E5KQ=NM^i^F;9p)iuBpn3U-xSwIN7<8*BCU>^0af33Q);=
zwt~iVRb}g~`HT@trF6;{G8dL1YXP=hd?f+BKU~^R*v6x_Y`15dfC9iQTkf5;+(ul9
z2+3h$HfMi*kC}@lF*>|KGs(5-8SAaB%6bK+haQg=rmjG%fR;^yq}Xy2y4g`0fpr2M
zBap>5LwE&>x8?|IjcY~;?%J8gKd^m`+Y+i(j23X-D0^vCmQ_8FZ8Vj(w--hTdB$?)
zqYBsZJ5Bvj&U9hSy~H9IXu7OUuW1QocrSGqE)Bx#{>!9HonXYX;Kq%ADdqcXO-#9d
z85KT^A0OztbNbZx_`lhSYW7L*6oRp?kg3|^u2)hpk&ik)|EKi4QZw#+gOw?dJCaJA
z-%CO(+|8Q&nHie`t=@O8!~d!CjLh0qS>SLmRC{s~8~vOf^<3p{CY)y1ILFSdh-Df5
z1KkJW{x^bNsU3+ebz>6v6d|z9P3IwvtqfVb4Iu3L?+PBy{qSDeU$!|?`d!H82@_;n
z2+>JU6NKaY|C_moBR$Hc-q=k7(5&Nrd~Ff}5ggs5!=hbTBj)+{B-Yqn=(O#*Z-^!e
z6FtnRl1&I$FTJWV>cOEw`Mo@dR{NTnY>%cgndNzF9Oz*xOUN{tB6g5_5*t2%^!sdn
zrV}zB(yqU0<c7k={8bVzIX#3WKupw>E0=lVP$GKRokz^POO5rT)a-+Wa%OSKc3+U-
z2bp)RzC#~-LQ~5p5)tryL)PqStTXr_N3?-x12o$4SZTXsS(>!DFij`_1JdjK2c*BL
ze>?ws@!uf*dxdY9qYm1^qXKk;-o`-qcq)n^aB}qzMGqJIe^c}m)l#yxMy<p#1egx(
zy9OmKGQ1Ebyy@B$zuo>1_@3(2Kd98smEnJRsO7<fXSP!*Cuev0%RDo5U3t+Z=AGp~
z5WW6T8!3fz{r%+)1oGkDA8fM(I!!DnH<usmJ>>u4*>(9nip~Sli8iiuwK^BdG@*m~
zUgA{7)%6J$`G-3hi}nlZ9n1?lhUUBzOm9qlPcQCx@hm5$(M#PJ4(WVLue34ziSZFr
z{TN~UQ@QZ{MP+qLfi^=pWe#t!6tPY#NFT|f<Ii$UcQxm3l~y?$X2>qx!_j5p!us?0
zvKw|=NhXwkoC&1Opa0|@ZZ0D^YED11(DPkr`Y`kLDz#1tJS!JpKG9$fezZ-nj6eK1
z3E2L(lYss#7GggBQFE9U{>r)j*JA*mAK}aB@ixt*1!@$!)Qxshz|*V8*z92n*RP~Z
zb3yStMZq60Qw^(bBOP&>3B{z3`RVTD1HA%t>G&1@w7opv&nghe`$rL&IaRhive)D7
zfSQy>>5-M?fbof!*XM2T(qA|%c;|ApZ_<AQ-aemYKxn7cOdA>VEFPu>zPDVoq%Yz{
z($A)oewh7$Fpa8apYsc^Eo}=>W~-UKhHgHw{!exIwe7VHMrMdSK9Y#ov?nX@>&#ep
zLv!4!fd9efQQb)kv#c|9)z(m17ZE0G%R3u_{d-bsY_2sk!k4W%)mv6bN>!KTTULIE
z^}7EJ$I}fsChTs`!?#2>EiL{;KUBT_|4{WPqE2&W&dr<E)F57)?zp9^?znjZ!x=Sp
z_vtIqw;;Vs3=|veUQ#X@j-c#Wj{EZ#nfIx7UnmXC_09P2wqt{?5Y`#akmekRL+Ofl
zN3>ZV<Vz-iDItS+rW51$1}qQG6NClZnOMcV!%5BNS6WvQN78ldC3JT^&qV4q!HafK
z_S3+j5=E9{+4T?B&~HKAl@=db#ru<K<qr?eC`IsVMNz!Oy<48^p2`^2D5@|2?sLfV
zNX2DXfD2N98BP~>55D>o@{LR{-|$GqKxDyibPlrVwR{Yf?;MiyyTo2#i)C;BOM&X7
z+rmu6(C)GPPFNpD#4V>;Gb~D$nF}6gyS1H|AUtZ~hlaT0*g96whs1zkQzU>eMwTkz
z2c35ky~on|*J=^;gU&~pKPUK`<^`FUhn8{<_D>Uk${#&PIuDyPHYrfMD9FxZ72GNJ
ziJYqUqs<Bas`LEF?-zLqnF?&++#~*6tuKnDVawl=I_g(f6%$nO{%7dIazCcKI_}zO
zH;ekX$V@ORSdP?D%t4ngSPB)6o9ZFT0{IYc^!6a-)7onB{L=wk>Bm-os30iwJ1#fZ
zs$1dA$n)b^wAW+0g&cxS&wA_jIvTyK;qiEsG&(KznAWc{bl5RO9=bTe6S!6}(u%#e
z+a%Cz3<>lSXFeZN>D6NiUBTQ%q58>u)UUHr>sE`J*(kRqCW2+c|8nd5iCw|QW2ZWV
zGxy(yh5Y<0>Ag4RIXV?H<nFV>p7-_8z^~I!=$x_QZoaY~B-)1opc1M3I1HYl&yvv5
z6+hIr=l4S7;1MJ?#uT9%1mMS=U@KnIG~vcnEhwG8n1c`7BO&M*e@d7<=J*_K%OR2)
zu+5CIb&U>I@fRHS+5;tcQDS$~aANn<Bv62V2$}rqck7mgS{<7uM&MKl@m!>erahpm
zVKWVREDm80e+bGQ5`<lmyE`<a@1ukT<491waOd692J8gUn=Uj!2@mS&4CQ#5Q#^sx
zU2Q%C--u0J<LEed?}L@ZbD3}Ob^kEZrUj09@Ky0YdkXWY`|id=TX%0`qU^nn-u8jl
zc;pYx2@qKP=M9@{R_l_<m5{mHEx1cmg2pLM-IVn;(Dhjd{sgPU>yzgxvF*eI`q&Y_
zuy;i>x{ZKxigS2q2kN~CNOp`-!4Y_{4p->s;SlVEcL{dSSDYs<2dlh#WU7O_8doC8
zdm_(ikDRp<SFoj9DwFKGU)et6Mb!I_NT{Ma2V3y-<QD-ko5#c3Cd2fzTjTFBJdbCg
z5k>ohNJr^SI{|=sC4|8^Z(rW_*c&OtK*<*6>y%l=Nb0A6l-rf>(m}$Rs5BCD!N|J&
zFJU_(+XDH-Z%=9vk2+=8t*DiwG=u<m7LxB<=iw;KOvql((Stc^QMtr#RqXwka_A@e
z^ychA;dn$5C0|aZ^pS67@9%JI!`p*2ja$E=8=)vFw}Elpz3<nd-;hVF8-7NdjJMyO
zvL*<boSsqNgyd-M4(frsF%#Wvg)5)JQG-vARluAM;u#9qG&<vI&@6<pU_h%QnJ7R9
zF5P56L?GJW5)M<J48Va#B)~mt5l(j2lG%C`D%sD%7jB*m)Ii1~xr)F$Wh^CFPN5$c
zq@LV)B}unFk)8sG6o0zK(H{B~cIor}7g_fh99b9kjXoVG6DJefwmtF0wr$(CZQGjI
zwllG9JDHrmpZC;zo~rX<*Hyc!*G6@JSbMME^>658$UsEa5TRKlrSMl}F{U-uNoLU2
zlNQ=GuQ{W=9oafyzX&p6&uvVCFknyhH=Sf9F8uNqZ~>%L@)_q*C~slnFxxbpOK4L8
znTWsA;h%@n<j`S0#mF#lR#h$){EFF4P`>mJ_uyOK=u>W`YZE5JkWdO8J5M&51A04=
zh1Yj$@o1FKLbdsA6f4*FDN?|Fz-I#8RtBos@6l%`<G&mO2yN$w)_)9}La`)+KMF7Z
zZ=%75-32f*0T^k}tM&cw<@?X)$&LVFg^=_`OjI_2PgwTKj9IssDr5$#6CXh1U1}_t
z!mo`N#Ftlc!x-grKk8Uh&#<v=KyGH&HrTiWR?R5->}4cy`>};I{x%$diz~6)XO|44
zDFE;lu6<p=SiJe}{%+wL&Q+bYD1<x3dS>;~km$B>S!}($@Xy97dhElcY?>->*}{OG
zV&aDh)&2eIUyx7r2NA177t4cpcr-bG?yN8tlPh4>z7fOD`%(DoRR8aaXzCD14$UGI
z>UnZ8>w%&#C3?BhJ2j`L_yiO!nT5qSt=yy&Z_Mh#^i((k|FF^_9FLnB6#}HMHtkt^
zP=7k50HZq!;^<_Fay!FOy3xDo?Ss&W_~qeU3jgHHCmPRzG~*3n_KyxGPE&qdq$4=C
zA<Cn4sfwVum<Hueeg4ih0w~Kv)3{e)QiRRRcG~He-RYS(?B~PI*OwjF*Va13aqo9s
z@Atujb|2pxFZ~zGREb|!U~H*kXnS%XL}=zCrAd1GlJOR+ZcO-|+<hha$xmse(OgU0
zxRZm6_f2FhaAJJI93>81r!%o{_{z$PWCQw=TR6uItdsP1<(-(f=1u(wqkrhBef%v0
z5BpHK9@oln@3bE`ry)l4-IOssa7t8z+LC*!JElEc$BM9}K_s)dOjA33$Rf^1BzRWu
z$Wpl*(K&sYZ_2Z$Aw<Wrg7y_GD{u}845RErlm*VMh@$Nc$fE5Y6xc_GG>MPitr#(m
z4Y%SxixUJ#hG%h(i|fF82dw9Djz(`#J`eA}{hwk!56rknhIp}#i$cIk2CRzFjz)Bl
zJ`aY#eHjs-heFIFLzQU9#YSM&0oDOvHGz9CEkQmq3>0%&go{yR5-nO{6?a)2fB?}&
z4MC(J>i*<GuDQ=4U&WwFJmcsVhKLKU<N@e+$G}X5ia2@GU2;bBedtyxtAfz%1gu|e
zb*;1WNvT;(`;mY$NdIJoHzG#zHb?N?br)%iTS$-_=)CXZ(C`bGPpSt~x(xUeNlWg|
zj!wz9zwm0^LUP?dA)eYDxFJ{`Q=;atW~22($lpTQGI1$LW#5C|za9*wHp6Gxs5w+)
z>C2g}aK`iJ=mix*)DL%!AF70#9oTA46=jK^0F@^M3d$-dgJ?*7%vFHVUcTEz4Pss%
zF7%SW8d@cEQOOtYD>JcXz;%AEXMPPKer{@e<W||aN{85q#3q01)1w`_@SRDwXX1aX
z9%LY#OaI1}kP`=b5kO`Nwq0ABwg$2y(sjyZDy(nFPPiFtP5(T_%7|p|^NPs#BvwB*
z4^n3<`#{84l<`wF)+856e4nP6pU9q|Wqt@1!W!u6U%?4Fpm-4SQa6CGK3*<uFC`LY
z1f}wsxs*W@J~-D6^*AOyG7O|$QDK~l<x_SxQV6rs&1%II9HkmV+JawKwTf279U_h#
zkk8Jq;6J;Y41viCIufeIl=I9w|2%qMKl;ccBpf-W+%7|zh>qF4=c=Ad&WT0JCmh~X
zuxHXPR6lQFFgVf(E))yzKEA>9^9DODNoAj{YTX$XyulN#xh3eNVR|<Nny<Qbp7w{j
zN_DpUeQO`fVyp*=0S*;v>0L@+$gPH(rx2kIxIUk;9Gt3^)uRSj_6Ie1R~`nV$vSWn
z$-#gqTW8oKEmMb{YVQV0lV9Kjr{2$z6wpVKy$g}+J3N@u$gU4Hj2}m?pWR;@^;PO`
zwYdR)5F*lnxJ{nixCSy}yq^`&?YEiC5mRCJ50-eOd5D4iKU&X6A^+hD#KM9PA)}ND
z8FaXep`~j{;jYFJT2So}Xt8cnbgvAc$2g#PVwEs@3eL>+X2aHS+iNporR=7fP<USi
zfo0G#8~%0^RgQ_HLT{fB*xrsmxsxc2!Wb#aVD+yrzjl1}bUCH<p^!X{Ffb|Oer!Y7
z;b<Lwv?7^svLyNty_yCyC`DL170JD~ARm*puaqxs#>}W#v;LGZ=T(M#Vd-k~8m%O7
zM6}x6#vDqfNhZL-_4rTL3*rN1eV`KPH7_F|Np*k*0S#F%sZ-@Hx}WFNTLHONWc8ov
z)ClT0leyUPHK%qejKc!eEjngiryc6?A<uz7a@*JyMBN%mY3VwC=YkG=^Di#MXhmIk
z>86u)1^6!PfB={m1l{z(lif?3XGq@HmO7L7LwsA_%I<_LqtqW{+;=&e`UqM*+eGlI
zr}cxz<Aw-o%(4gCn-xOhP>pykegFCTubKbt>*shLtwAkT;n2Yd{eTnE@|d5rsJ!d;
zQ??==@Un-0a0ITgO&w~JfxI4})Xxg54%OZ^1G1H*K1V-xfF53Yuh0IkW8sUZv!bGR
zAPb>x)+ozjPsqV<f1keYAMV2`7YkCiqB<Lc5py2|+w}Zvq%Zp02V~iF^EY5LSVM@b
z+2eKr11+&N2^Fhu<dyW+ii$z(uQ-0Q<hAmcqDfa0Qn;If`V0r~AVxnK2_V?0Ln@v{
zOIIj%eJ`#CVJHHLsX)V$`TK?I-04+k%h|n@vJuAy9ITVT_;Q0o(#>xNC|s#DVo@Gz
zAzuiA#=b8|aDL6_nrt^q%s~Km@oYeQPHV(R8&uNMbk(4f`;Yf(Qmf;#zRmL~{Ytx-
z`pt9Y7!H<iH5iy|_CA@l1t9W+LztE*Ztr6m|NSUQV59%*=k0{qSXOT6iPkI<AA8IM
zJ>qOg_$KS2_#ebEjINmo9YBkSm-VZ0lIPUwUREjdW>b+w-bErdONBXC7Fxc-f5d(O
zxH@X>p*(QIxSLeuo5ko!_p|<QMPN9<=+=A7F#xC6qXSoSk_Kv$Nxg)-(G8XltoC`R
z#ej7CsR_<UD=If~geaK3&m+tZ7c8bRjk0Aw{?HZ%(<kU-!)D;rMx9>x8eHs1M_{#e
z8})AK4~@|PjBxC7keuBCA?B^v_6}}SG*-{=T&a{Y9>`RR{QgY8lpA)hh$)y%_b_cp
zII6{#IHg(MgG~Qe{1mhRlxL@9h1Howcef?tHzaI|sh&Yw)bpi38v>>fFLxtpMOVt_
zmsAn|E<;bP>e5ALXKE0Hphi2r%hvRD;*Z7-MaeUW7+r%?r%CmB45M6qc!JwujN2XM
zC|vY~Oc|l1@LzotTN6EM5CI_90k_}T#-WXiC_It4ZYq5x-so7k3Qzh_ntXr0;UfUL
zVPrB}YX=qXE-QOm_;pNE18X`L7AeXTc~E(H;)C4$QHP5@M<faegESsStNsS)-0TMu
zhlX;a;4}o!bd0EoFG0%?!XN~wv%4SB%j|ddY6}7FLl9!tJvmB`4xKVUU*8S%^`atN
zxTqLz?SlzXoQOb%jZ*{tT%cpo52jR(mv7~U*XXj5<lvB0b{7+^^WuZn&mvW&4{obZ
z_^fje4q9TnC~tx4lQq(0y2u6s!3JPVr?<<_)zr-3`Jo2*sk(p={fE*d8vSbPeJGQ!
zIp}BToBUs1Z@G=DtH*$Z$i}EIZ&l*jFeum3|BLK>o0^w{<u)q3!4^e0?+`*oFw4<)
z!q;Zz^t$dyYB+e>6)Na|*vCPcPr&(eh+X7m`s(gC$Kon4!?&%HEi=s^C^+QCBI!61
zyi9IyJgPkNrUtBWnwY}r?gt9`WG7eV!|g9|PT3WnTac5OrtQmG#tS#_DnCA5A%pdc
z?!k)0q6P26UO`pGi!)&N!{;*E_0}65!N}fgcF0g}A<kECk2@x~jr<>CUm;i5EOcyh
zKt8nzh=`pmm*tY+wv75=*55=<gXs8sO<QwFSua{tb_S`uo*Hf$S+m@?Tn-xMB$}QP
zx7Z<k46h-xaLQHPwuozY1_fHMM4Al2Aqtd>JQXQhLIahG(bEWtacMDL0!i~+<vvqT
zMs85A$~A3h>b_4<FRZ^JQ>5EyxdpYMmTi$Fd(KoaXnPFais~uHAA{6YE!f(WE?$cX
zTehY8(sjO#J#BtV^FV?*bZN0zhQUD|BbIvZ8-M{_d#RhRs!BP%+OGf!F^BA!wq(=%
zn}OTSXBeTd3adzez1UCdmvCoaYXugAgT$sFe3$i70c}6ugBaX1g}$oHzsf22Awk9=
ztx>a{f$}M2j>6CFGf||lqiNQjm~4h*Q|wrGT0wXajv`4Jg9OfXgY7>tM$a%VVFO*r
z!UE(<`aKN>m6UC@iey3@hXY=kO<|6>=wL%63=ZlqQP-Y=5_zhHonbJql4r5w374Ul
z^&E+4@+(lKf^nRY>2$-?!|J&$P;7h-6VWo_-gjcrwj`pn!VaL-7W*1Uq!0p^)x-U6
z=am7=psuH;spV+sZT9Q?W9>3z#Vca)DD-qg2t0S5;MT$GDf;5&cxCrJany4`rJa$i
zn(FywI)n+!jV8Y%LX`UYOga)g0ZBIXbXgK|nTAy`nH^K1f)n`>S|^?ok=1aX{a2}>
zrNuQVd+tcj_5l>$OKmXNUGc4)JGM#*(ghK014+wij2ybSaIw1_!@o!@Iq-N8D2N4@
z)G7TwPetarij>egbv3TCEnH>LA|v8|Whb-z0S^sRSjJf!(wBfY0@`{9RLhh5><L_Y
zyc;h<X{D`w8nl7sYDm5Tw8*(%gh-u85$B~QWfP8Se2Lo;m7b}j@{$JTzkzHSAjxp4
zi8cfgRMfAp+AT$lE$T{@2q}~hD1z1<6p_wa;X^8o3P64F$B{{p-L?^{K%LCu=NW=`
zev+vvaor0GY$T863Y1=E=@&9+8E}6uReY2WCX{zQ;qxRvi0b|k{TBEugiA50(%#If
zCFt|6C}ZT!jA5!{H|{MBaWTV=JomA)XA!~`0`vn>ENB1sF2WD-$%7GHEP%SIE%>1C
zq5{-#mja{)(Tgw&tZIf)F$z_tc<2D}-^%M{^CXwZx^B&AFg%*7AaMQ1KRdCL+|s1g
zk|$#p0JBg*Jp&GXJutUZ_{BdvPJfG|Hv4739lWTZK$QoJHfZIjlZaZ=17n%8Me55c
z%z02l@s=sduowb2rP6%Y6%d~2*ZSxPPXE;wBMkB`D3Bd4Pe5hz6tX#FK_<c+peG8#
zyNm`WR+nUIZQ5Y43GDc3%!?7}YbR19@2qGn8#qNRmKZ(PJF&dmh=Mrf(p%y=jihWw
zZj!t|3G&F4^W(aal{>VL)^r<D|4Fmeh1?&O4v!M{HJ}JD$*5_0H+*JM(Q(9;v*uF?
z69+%hJ!WR+cSv1Qg7$Q7PKrJd9~O};q-FDN==LjG^e<r7;;5f&pq4;0G9gmFnR=KY
zPC$7toRd7FN1}tdW1e#Udlck`chI*l(_^6>tFV<N)|&ZlaCF>gmKDf7S2{ke>P^He
z?LiN|$tP|3)QM-OJ9=ab#dqV}1m@Pttg~(mszcAgbB%37Z>)0{l{4sC_al1ioKYjQ
z&}5|JED+KhXC)o@U{;V80H-nAw#sFgQR}Ki<R^f?f9^SQM1Q_~B}+%9GdJ=S+omDp
zsU%Y+131ycFj_H+qQO^?5H^Q(6axnYRfX)_a|`kRI>=m62r*#woxKRRX7_%^=dH?m
z(||)?PAR>J5UpCG?Kp>T8=`p_isuITJ<seacNU&AJ~L_(m#l*DG8AqonJQy}EJ4>D
zCXGqjz_QQIfo`HIx_UaXf=n?SYtr%HqV2MRu=N%`za_-MNzBfG8s0-ed$7LZK#`)Y
zRIqrBV;Kbv&BrocR;Ym9`2kaOVaU`!w0}HuB&S#65ag@0b(^X_@)gH90=xDVXB_2k
zNDSSzeu@6ab1Q~dt5oQq@+WlXp2trAY0KzWbhsfsqQy~8QSH2PqiED!hi}L-@=vEZ
zwT*gbWNr0OgaC)1q_B}3D@!O1t;~1z<PUwfle+^wd85cHzZ#`#CAtu0>vy0il5L%;
zgFRt-Z5#5$troweNLQHCsG1q#EKfVtu2jnp@;e&4(xIWkdW@p7_JUVO9bJ^6p;iSn
zb2gs0Ea$?mOgn@em1exMuEXXc^OQX-5_dQG?wy6Lrx93ti6ITOk-<_*d?+C09Al&m
zd9KEA(nL5<m!vX+(5D>ahNwXtR-*O??}CMCY9fP1APP_Cu*-9t(vfALPT&=!LG49p
z(I1mvC>@*pYn<QC@qbCZnZqhF+TWV&|1q;t6WL~fZb#m#r8ISC4356LOIde3FcPnU
z<2W*j$mlPKJLz`tGI`{Y<vIo33r}+C6voO9NggEKeEw!iIje;SFr>?SF;Ij8C}bMQ
z<khX)sKDvc8A~Gb8vF2>pDEf*?b>C@8nt!Fd;kse<!2l%S@QLX3)kHn>h~@wKOlY0
zvSwx_f!%|r?$&O6je$2D3;4|zu*ul<F&zAQVj0Dku;uAWPJ}HhU2mAsO2w1_zc0a~
zLP6p2=p<XU@BS{)p=Z6gVjt1u8>7=XVb1<#y)X6lMjVaz+F%25FN@>7?nxg*&^NRn
zc;21vYs$&8#~-y_%1dRGY*<Uy*9>qU27`b5sa{6zQFJ%o+ysjGAxjezQ?kfT*kA@T
za?S5Lko!dhA}A11vkZ1NDeW-B-7Qu9vVPP*`@f$9M3#q5*Rx;>MyhaI5|_?`-=cZw
z)~IK<_YA~;LFL93TE-GKIvS$}j8Pv_YhJC7vf4_ViyT37t*og0Edglk#7h%D*hbfJ
z==Q|}mmJ7`pbQgXGGcU|JDA6>4R`6MqhCXV_qQO*SF-rX3M?6s-4wwzN<nu|C}l8&
zguAG0b6xh_+DT0RI=tC8YgG`88vzY|?r;L3L$zMUB3`k_h5J3B7z~>oL7psoIAc?h
zn}|d)R1nl{KZPa@AAzGKw*kZ4Nsvvl%k2w%ebVp_S0NeBT1q+N`fBx#%b$gtSi+>3
zBoT8xIVgdB#4*9d;;nf404ckfbk9r|xOh{RUGmR3xhBB<*MxN_YT(+x_;l91sM$NG
z75*a+!&Ux!-x_q~px670_p+?B-_zWQi`kE)H_)3T@bht?$Ll`e9G<&4h919ssoc|F
zPr!nYMg%!`sZWB4&^#C15Q6r=rmOkY+?zRwGT$U_P)P+e!H!bQ!C7^Y%KpJ1;{h%H
zOJ2JlbJXw&80p9VK>X-`F!*1ceMQ}Z;rQR{L`J!N1kZ6Z+>uXnL;iI$l{krS&na|$
zMRR{324Vw%0B;t<=UWV16*9TpBs87K!N1Xs%Ubp~C>OAMpsp)JJc(_)tAut|DiTqa
za<UK=OVj(CSuLac&4^#0y<wI)$T9QdC$j-kR5#23S8y#YXqDX-!cW-%t-iA8SB>0<
zV<;G;!WGCnP2UF%#Do4Q<+w1RZm(Ui_W+W3>w^hFPW01JTeJMl0%liQ2Ki#uwcRI<
z{2*WaRzZCwoBP(l>wb2JrI}`hHR5T(AIwp2vmrrHcD$TY#vZB0a%VqQ{tPtt-7D!F
z+G}y5{uB!#mX0pw!zZL4`?M!<OV4E8kQ71HI9oR!A25oN1}&=(_P!6b&j0K{(%9?8
z@IW@sP@8}A^%KGu>9DmT{xyqm!p42__-l|j$gU0WQPt%Qu|}C%xEBPqt-v*DZ;exK
zA;uE_6^k?hA3tJ$vYnmT{_h)@Mspfwr1KjsaOZ3ql#4;up0kh=kejV{-49>dIJ}3$
zgzLpX*qP0>+2T9XH>JP411aQNWKSxH&_1=NVNoj-6CWPnPxP=^{*wc71O(NtibMRd
zU2`B!Of*r%+Btx$Qua*}4~n8Qfa47-Wk0-xsRqM<Kir+tlB}H<VU#hQLGd8t89m&_
zDTp(9ZnbQjmiUk?;)ud8Qdo&K;=`O7@7FDnR8>H$Xsw)&a5QL4^W*aG6;+%ix=Gd$
ze8(NcP(uA?4DFU2RMc@nCftqRWjatcJ=>6mO8$QVvp;Lm-_`eeS~)4@@U^e^UkaDP
zoT-a$;{X0V{#PSwTl8I~duif1FvRuir6`FQPuRDb|JTGEER|)%4hNl`j0KcJX9*Qs
zu(5%6kL~3<l{lI8;l>_7#}a;~-d>mgknr5wX(Gy6O5hw09m~-^E&cJvIkZ8gk8OcH
zEfYe>jk|`@vgF--_$Cl+iHR*WnWXW9irto>#TTi;KS*1vn)WUAb6hn!h#ri`aPqpq
zJe=$|3A`Sd2>)xO&?9y6q`CrhBAv}=&x7kh7>2fn<N^N)0xGAr$7=d4#GZ4e_TPLJ
zDP6o>l~CTw?Du;{I;vF4nY=~kk!7$L+<D&0@HiJdmVw7Vp@6BMg+r?VTYMwukwhl9
zJ(g5B*$N0ou}O_s5d*7B3*v~l)}eeZL+hdCl?>N~k;&lMK-h8bOject=(~qwfdj3x
zfi#PmbXRXyy+4(P3;B@MT19#!DBUcKrqMuyAKMQ}(GD@FP~q@WsKy8y%%qdKA-Fdc
zh&uga^?mKp-_(DYH}KnC+n^bh%pxGZs5Hb1vL)PE(^D~uxH$sYHlZ&a9wBv;2>&vw
zV7wBtQS(w&5>ahXrS(LpV7W)L^7x8nE)uL+<%uN3j{z7-JqR!DLsUW)29YGq{O!TY
z7}dI(KAH*&^`%z7vIZ%gnI)#j)66xUTrmVAW-lZ!1qsdy(jb$RrA`c8HFi9hXl@#g
zCAkAB`@V0ga|)_;Y4Z5FTB<>P5>F&MXJFVJbS7oRvZ92lm2jR*#H|3wPjx=Bi4Uao
zH`N%8TGDok1IihhyFrc9mvRVo22kjx9u>#*GH{#fl^#+o%gjT*RG-64x(5!gPVY?J
zt+rrNgw7}I-<c#iEW{3i!I(<kC9gM($sVqY|BR}^imhb4;i(u^ES1WB0O*&ZpWcy5
z0?Y|mQkZN>l;VhAkVM=|IFq@G%G2(QGMeH$awrqZQ-ynOgH#2?FImaA$)mfIJ2jP&
zy<N?}=PjLIO&^kDI}}6!N#qja!WDK;WA2@!BB6AaTGLd6841qA8OQ~YKDz}xJND`o
zA_Y8>h2QyA8mBCS;SGYuHC4w48Fa?g7Q7Ek$+>vc+E%&xIkMc&rFhFW?181D8m|eP
z3epLSOr2LhRI9wi*NUAvHHd$Vnxm8T^U_mMAsZ`R4Db}qhd4}3xK6X9KKW)DF2a1|
zE*J1aAt8p~=q;j{L?3pg>|Uq3>Mj3O13z1p?Tc09I@1!}_Snc`Pis8WiBhN%U1<xP
zmuHh_aHhI<O4)!JASRuDhg3#$!UsOZwzSQoKr+a5i>AMvP4H)&pyfd#AIo6o_I-{>
z7*(UIyJ3^HkU*H+o`UNk)GQFkkbtc<V#??5hRak7=3pyEw6odJ#i95J8CJ`HRdc!5
zBmY3lRao=Z$4x4iT8`GLqS1jcJJYri7=KJC4V<&q6RgNPmP*B9IiJ8@m{FTpQS*8^
zG5|O#Xyzu%V=qwjyZ*eoydAw(`2<PDpJggI!%+dR&T=kCII~D9VRqoaG&OabA_gy&
zSKhxhcheWiP(x-+{*`Y<i3~+oYl5@H{vdgeusvA2n#E1Kyi-oBe^7aWl9O5>jk|=x
z;<ifT;NE<JSvFM#ovy88TC;ByW}-Kptj+Fmrb#T>#^B$b%g`vV|64}Y5A*%DPq~tH
zX#s7FRWy`Q3FmoTp;+Pd_8=6CBF>0AL0`1!`l{F@Bqq7dcfvKDeMfi7c}yI2(>q^I
zb{pckqg_Yca8B|7;>?nphe&v#LmW@kX*N7Lc@s>nx%irdTNCz-kL88q)1HRC;Lc5#
zF496DwiV77A*O789MZm+K6IA?JCU++T#mAG^|C)?8tumrsV!PE%yx1l{$~9B6p}ZW
z`9W^s;Zus2`p=^ngg=m4177dG(Zm!Cf!$bSS{#_axn@x|Ewxd?eEPI_Q=Fra+9nvy
zmpAlBdZbetI(i(%cV#dcYePqTy~y-wIusQ<evPWe#NStv==Lg1gO$WPgq_<Nq$lM)
zcT!Vu5x+*zcYGF0h;X+L!C>g-h@vOGzT_dwVtn|++`Nf(IBZ(-9SUWZw+;wDb)*Ey
zbFbu<h8yqfqWhotoU$DSfr8tV5Vq$cY$!o;iateT6-6nL3qWo6K~?yCId+R7Ly(-W
z+o8Xx;8@<HJ-mDbQsBN=FKtW;(8E|<JPqV3_C8(}S>MNQ>Dz;=Nu~%{&<xLZ^IgE>
zlFIV^<V%09bg!hdXmnXpV7*F6n!!DZBcHW6JZLo|d)vfg9_v4i{Il)gP7q_tcKY&X
za$vh6_&v*}>zh@e;7zR)l%wQp0gJb<Sg`*TE;oN|-Qx@{_jUCZ+sPS{0b>=lYa5H4
zXXm)b_?_Q2ttXi+<D%NFgfMC1yj_IvqBoRs`}Fg|sQ6=oS5jVgVwhNLd=Xj(PfA{;
zW<`M;p(!C+fmv#fS2F8JD^DC|g(IfUttRF&a26pk#B|o@7dpI)-6KR#?9+OhQbLZC
z-jtcwwbV9k$;PRaq@zOm`-19rUTH1i`7#R5w%MhhZM>|FozrN3gg~v-@3?v0G!(RZ
zZtQL&9OcWjl;$g*loh4k7DYaH_V+(2haA2)n2CEdDU%OD&g^-g^J$)%+sX47+(<eY
z3+GtJBSL}LM0z9PH@-G$I)FHFybl+$v+jaP!o4HBIZqu)0q@^nRZq2E0o=vzBtjh(
z)Ov#a_WpE#qsedU2Y8^pTOL-YRrZx9PzdE8c8iH@1#P_XoY6E=yp5I|SFIAa(c~pP
zIL7)1PcZ`V3S{ZtCmgb7&dVV^5FNNhl}@hJsEWemDkZ($BBys;GVxDNlU=-%nf{ii
z?gAC=L^|%_&=_YwP~j$BIeZ=$UETNG<r#eu*jDFx4y9(CO3fq@KJb$uL@0$=V%ror
zzfsMx34d-yk-46iFYDHCJz0A1{BZfX{tPdd9o>XU*t3eZfYXc7jbC+xq0hXNmV>=^
zNW%rawt!a=P`)kMsAj!K^|zEemUOv-!--P*m_5O9EYBo95-KaTg2DeO<S7N(Y(zPL
z#oAItT8CUH`$qQ6M4xl!#pr31MjiXuQ+H_b1&fU1shHF<B8;%REF%#tZZ%Z}pE(EI
zSTw|gRc!(Wk4UdUhB`}Qs4{hsCPk?~q6iN6AJI^(<t|!SR6WNsQ{*?!QuYU4cL3!A
z`j%-nUlK>9f@@?&$@vNoNm&u*&rWGH60+$MH6YIA1L9ncO7hoMAkHNR;#@c&&Xu<~
zB^bFu4eCvE=?T}rg*spIgaB1U)BPE^=!2p3sLX(G%Lq1<`}46W!={pi^vyP_5l==f
zciINbD>Z6VnVjliRXN5GwXmXjW6MjvX_?0p%pk35BY5(BvYdSJ+ltj#@tUsOW9`uM
z=#XAS`@=YVW9dd=gcJ1-=EG8axf22p6F>N`t1U){U4qeT7O<U(qn0=RBGs+xfIfrJ
z4VddwuZ>Ft2hG4CS@1wy{X*V00%vv4d>fU@NTMhl(5;&LuAB+=#0CYKl*w`P%A!UO
z9d0g{&LR$^-#n)_BPOEjB5XRIp|(t#l3`@IPLAB?#Vj%Nok$K>$v~Mq3S`qGG!DlV
zc*tgOu8M{r*?&8KEz}D{Z&HMQQ9czaxaTRrQd~gu&E{h7TwL82gyB|gB&EhSSwE`O
zA>fP3^&MzRKly2s!aIOjn*2>x2-RRAV)vla;5rnS!ZTrr<6>fUo?e0^rqOt_8CjbQ
zDnc*GC7>gcV7ka67w$F@QHSiV*?JmBYOUBQiWVTzkN6qwHMyzGxLOfGWbb(s8Ugmr
z>6(Z6>a<1gS@eQcLRUwEqKC$3vUFANkwg;r(<LD%d_=m;T`94pcrdqGF3dYRtfLR<
zlp)Z{DR<JC&xuDR=`iJ-&SgqcttcNd{6{;O!r`=cmP43yOi`v%r&u$Pt@|X&&`=%h
zGeg&2=#;@ZWO4IPgtMqdIoV}o!6M)=89_&Hei-cc3B+!hLHh2PT@ga@%V*)^fd>}w
zc`>_HZAE7y>9cn``Uw5geHsxhMEzUKv9F{6+EIYc49=}x>8&Z2A>6ZHlxc_zvW+e;
znrJttbdNV2z?gGlGcqsiQ7QUHRF=A#H#y#~Dup;~BJW-8*3CR*bMBGsu&vHE(|5F>
zYQJ_C;lLPp6Dk?>&FGtl`PtDDh5hOyX5*>WTI)H-*DvDi82h2b7vllS`0AnpZM0t5
zj#B4&gM2Q%#Os_9+6MSDe#<>U7>pn_P{oy%+uoe&&)Auv<ka#Yc>^@u*zbKzO1sLF
zR2y-BlB!1Kaj5W?(X?%c=!dku{`<*ZD2%)^S27(}REX+vg~entK@z|CrgPrL8NJ+*
zv_6et;C+8YOJ)|j+XarUQ^RoX`M^S8se~XKbRk0U45Ske&evib7|0jPuus8+3JNf(
zES5x<bYxbJABP&-0RCtoB`r3U@kD|(j0*z498vPpa!3TtN1K;Y{ilSpu~Ux#1q;4Y
z!W+^u&lNi1&C*(NEVI~37zBEt|C;_K2N$g5&7qF{6o#Cg;^c>L>(>YPCr|S7pohiU
zsc6D;iI_tJ%xSOxPSdE!6!!BPyF#82wfOwd{nNAXJ;3BgEAV>HAfSN4(((|s@h+Pi
zoLEcU5qg}VBIc2eV|qFT>xNHxs)^746;7qMzS`<I4Bx3fo&p=-NG&Q^+UlD+UrBAw
zF25wW<@Zjc*3;N<b11pm!ojuNE0rR`v9G;l*@1BchDW)%NB}$p&Hp(>Od{E02ci%%
zJBZqyk6X}ptZ}D@SioGEoWS9P8vApOHcaPbtv%YQYGY$kzx*LT;#hqQVY%R)rQi3N
zxc1w^NKXpQ-a&$H%Jg2j41hWuEn#J}@-(5(e*zesemJJ~KWXt*yeLI^#V9MP=8=s@
zuwWTHsOE@p*8zxnzC-bK))zb;D7r8)H)H<NljBPETZvhq`&jXtLrh(STRtzy!vFdC
zqtFlbJ^sp}dKWz^&NMWb;#)-`r!GiXXP_!45(nO^9@!{9xt0)8y7Y!!)1U6fr7Y4p
z){S=p@R`Ao4IZdQM3c?ll-RHd{^#yD;JeQ;s!JV1vrea=tS*dcmuf;3?_|yE;>Ggo
z-{`(%|G8|IAA@zaMzRHN<K?5vHumZ5a;c!OBz%%wKL{$lQbY74MukmwCI|My(s^&5
zX7rQno4Pm$`de4!fq0wcnDiy~f8lLLZF!TI;<M*?7-#nqF{;&M+>~R*nSrqLT$4SF
z|9tmLqkUWZM9Dv$LdVXB{U^mQOUnWzaeAkUBWi{Jt-u*K197g7ZxU-~t5%$n*Q0pW
z@c+z|WQQOw^Gyyg6a&rqjme&UQK}TOj8h~hJHuU6lZ)ytkHUtwWxM26Q3r*_Yl<_k
z@^d#WF8*Ugs4;YXxO0zF<%{CkZN9w3KPBM#&i?oL=D^=7&D<;$R-fv_MhT<KgD05n
zI>@I?Qr~2eRQM*l8HoQUonE^|o7-M2^$*DROWpUuS?ADf&-b>LU?P%Ea>`zl$oJ!i
z9T~O;fT)n1&-u%u(C_)HHPRw0I~^taH|Ezf*Z;WiiBye3EZqdFypu<{-fvX}Qi5Y@
zTALHIh<|4<J2V0{C<69*f(LnI?`A+@K2&J!Kdxu-MmjI>^-n9pcEO263r)B|;P-<Z
z(3G=ykod(T)%f^cysn+}iU^Ndf2v*FIBaYAfw9mW>`(Ucg2VoEG1<gmeUoCflkV~Q
z10XOPV()<Gly6F<<M&DA&|5!dn6Jp05M;~<{FNf=(Lv>&Z~CR-{Z8xD(>SeHNXJtG
zmrgqnPRab`uN4es`8Rs_|CQQ5J?r5!gq~_sa6*x}O#*stG4acPpRn=!q;l!49oNm-
z6T#k>H+f(ZIiLe<?q&7KRaAl5??(S+zZWzG_76LY+LCNPqbcl~k^%<`{5O#4e+G&f
zI6vY$rbi)bmV(#Y(&MN9zGLn2243pgVci@vkvAe22>B#aG)*pgpY$jgn?*9vj^7^x
z?fB1kk|8tIZqhS$W06v-UqY+#P?ifAKzD9319azR13}+cfxBB}o|$HTvG;y$3cl3K
z{k#ywk=u>UU9*&Yu>6krgvM4IWk|k!r>ysQ*`AsPhajiWmG7evG+Nu|2@?9r4a#7Z
zCKI0e)9x*SgoCKK-~|EZML%af<muE5m4is9y>M!lq(!H*A3<iBs1*X|HQ!jbvY+#>
zi>NM|3&hTY%17RgW#~|yf^g0Jki0oWRxY8KY-fihbVjxZPwDVxfs~ilDMb9V32`GC
zvS8vX*ymQ=@7W-$5wKerzwZ3SI+P7XG$Dc?Tt3o->aL{(8I(WjgbO|#P*1^fA_DF0
z*CVscYSzfH{7Ai+4GmyuVD8k6kIueMv&Ax$4Q8CcbW)zqhBmOATmyEG2?D#vf?Q;R
zkw{+OG?18{JO{3PMkq=CLjMip*i9%4_w{OeNJIp9OeyBxgR+t>;#K6T%31HOAr%Hw
z2xGda#|E047c)T{^3MN?$ALad&P*a=?bhX8UU;mmZB1TrA!V0m59arrc*O!gap`m(
z-=)GDpd_kQ$LsGnT9Ch8iHJb9cdQF?mI>Vjd$Ggx`ceI&taZaeO*1u1{5(%Y{(M{R
z`)Gb3MVo*E(AnPrO~A@$6Kx75??ZBu3|1IXB#ySERp>XTcEo~nJa-khBU~+$k^~o#
zCv3k~j)6FfEzKO2@Q@9TrtO?^y&^qHuHAARN=7qCX4?Lr$-Bjb$K}!xA!oN6n9J`d
zMzNa*mOhe8zNU3xn-(fLa#tSRl}oX>U>?$Q2uoiRh%sLZrUmFKMX?_|fw!>q8L}9b
zTpZFL^@Tul3sQE>CH3>5Uv`9%jjh|Jn?&u_%7fLXPD&{_ugQdfdCs44CUBA8e$U%F
zE2*U8D2oR)v8!~-E+X!{%YbsEd_iXb8a5r=v%NZIHmTtKH(<mwz1<@_ODW|N%OG5p
zxvuVDV{m8IWOA1um{S};9527$W|=IFECFmhmW=&0W)X?ilVPJIeSH2n@F9%85|+Ga
zg{?XFXFo8@Ae==Jf|<6JiIfM06(t#-`=Oukw~z`+5LuGafi_t_vB3M+w<0yJv8@mo
zQPTzh-2zF{9BsbWia9J=^gxPnn;)tmxMiY21VhrCaTg!fBp;eAnX?kBY#{_?qO37A
zCu19Y=DITjvLJZd^_yUQ=lS`s3>p?SVTEidnLwmS#@3vaU<NzPK`<!@EE&9Z6lA{i
zW`0>pNC0t~{JuJU0fiBA(5Lb_?&GF9bioM+!0MMTb&JAr2L%{~so9%6&nukr5{kYj
zq+Np!9binI5=@k?U^JrAfmw&Hz?bG67*!vG^yb61l%G1MbrbjE&)9{SGPMJ{B=Sox
z$rmj^S84FNcm4#&OVAuFUp`($?g<3#_dk<?`XRx2X-bFcjQDYhNkV~SL#T{2dEv25
z^7^&O(K5r-+A(AHPM2pl_ALRl>EM>NI}J;6*0wwxN#lHT@?_51wA|<m**t7kRA!ED
zmFyii7WhJ#?yG;k^TF|gUp0bREBlPkVnptXDC|$uy7-kceD_l{S&Xz$eJV7|s_<x8
z?<k|}Ph?nF9Ve|FOy09`(??#hVDc4^S)S$055#0i{TTIHV{$~O9kDQ3p6aUS#}rLn
z1a*d3l<ZG@vdXcERP0YrS_;z{dDdBDcU29LS?}9{y&bzBFRuT-^?1G?%E$i=akh7E
zHal5~PZEyhgUSEvVK~Thdx>>=wSr0O6<hZkZ1qryimL<u4Vo4e@57Sc>tr)N?PVSz
z14QYh11l1D%h&7sq}`&x*NH%lUuJJ=UGL|~8NspN=cHf8zp~!X7;U-@x)YTd1;l@R
zT%LuK0TV5F9SliEc{WY39^fS%L17Nn5TE@xnV&S92XGbqByUt)+2ofT*J0`azE|%f
z-;TK^0{%P#d0BCl`9^AV<>9>3p?|)qp#r~HoxM_5dq2xg>@IfH<VG7;d>4cK)cEkC
zyhA#35j;yZigG;}X-dBH1#t{zz#!F>>&#*Bj?}sxN2@<;CPe?He%PsA^QxZTy)2)t
z9llMvtOJMV<j($s!k5u5E7O5&-{ebYTlAC9$7=}X=G%+B_(@k#^jW!bmY&k9Qby68
z^lzSf>t7GIOqKSs1>!#)7tbq<Y>Rfu2J_odYF9+lVdKw0+<RzwCUcydUXj@QEZsa|
z_J67_juu+~%w1Y~>$pE09YTI|r7rrq@4g42a@1PBNTG5(-%k3{CY;f+d{G$J&zyeW
zBYwY@wR{eKW~cwV)BC;`_)eH&a4a63x^PFEt3Um7a_KASO1clhI?{OvRX4)IIui5}
z@_@gOg?(Ui@2y46k?$vUB(%NHIrH&K;?nuq-(hnL(G%xlYEDaXZTC!+8PD{Ww$7U^
zvw#Rc*NrhE%^eVPH=)#G)uL7LJ^ux{)T!L$9<BBFZG3&!X0%D_%SiY~;?)K-n&_B%
zB00eto92(!HMZ^bv4z?@xR|@$kb7(aEAw!u42?~lWNf(89p#|5ZSEDL4PTX@NrI|h
z;bHtd2b!t=BaOI@Q91{}%QV2=3Z228!$hpb*kB(5-hkIL;lp|;H|wKag)nDU=E_x%
zZ^PR#>08)2k{iJ!V+j_Pq+?AoE<-~!Tth4g<_hxU*hM&UXdtrH&0pUm`-C5}PnuC9
z?mn?$XPfuA2PC=~2PE5!qh?+Fz>WL=R=qly?&PAGJ3ie!IhJnjJkzdhITp<fITlsm
zzGjXbaGV@)T%K;-cvEuWOc|f<j75fa#v-$7-XgPR&LXoeu<HJQwRQzuRZ`)k8NY6p
zCSjYg&bW&oxN-mgs&?J);?$xk8mzjwD~a0JtMKJf*P%)y9>b>wyoU4DYYcD;@Jn?Q
z>x%)<jVm9E_>Y~FEZCJ^nD#oT1khpB(nXM9i?OB+7kUsLk*zbVk2Qyz2Ma2r?6+L$
zz9*89)4e!{k+^4j=eEI;-M7p1{^t0L3KieZzR`FZDMI(+olCX{K&k-26)95Y=k2CF
zY@=Hxf=!!jY8zOW6#p6ox#clJ#q<H}A%+2EfjBWWMZCr9l4E=c5*D%Zf*%`;59QW#
zbt80=q|mOV9%`g*>u^8=d#Vw*@}o55vFN+ZL0)dq5By@~sWOP&VJs1}r@s&}AYoNm
zd9yJ2DIosP!XVpL3QJ`bWpTA4yC+LXNo(f9u{Rvt-RVb-czK0gXR&2<W-9LM@hs38
z5^ei_V&4dEVfUM%Kk(zB_T57BixI<TGLU`G5e%kYlztUH;u+W>gFvdfre1A(WT|sc
zLcTLE=}4hsPll2=cia~>f%K0vaYNCEzsCOd&+9#;Xn#yYc#6}(z)MQ~7r0S`bFEr5
zczZuiC!=@qxms|Z(4>?6bC%k?)X5D&Mf2HT>--q6fJOntJtKVnpTfs(KYhO4FZYlm
z5H}%=JfC<ZA0aRhWD5Qp1h7I5siqIjD^oqO-t^h&L3{F1(D`4Jr2ZuYAYXJhlM{+B
z(t#Rxxuv`8FXJ54u}yHivqtxUnNJTcf>q}bXhf#_%_uzD0(Njo*&w;|Aum^gQ?j7F
zHR76xigH}eoIh$O=o`C()zaZHCX}9Ch+oO6K{P?Ylc#VUw|Dvak8A~ZCJM?H*T5^w
z;L3c(MvDpA_GYjJJ70FWYA}ylX^)}(%OUm4V7&qM$ln!ni|$M7c5Mj9(4{1>hqb{v
zY&CdFF-6lj{!+d+u8INdoDrP0>BSA6^-_v{xxTV@M@su|5tqB@5gH2x<Z^c)b32?o
zInyj(mCwf=%oT|k^!(^*XEAPGpuUnJW%nTb=MWz~X`H*6IhW`hesr~KEk_ft$XnGO
z4nzEDUx={=fH^H*kT%R)%<Rpatk3ugn<a<5!p2e};a*DN*>5cV95d^CQ2nRu(-Nha
z;>2g=O)!A<D9V=d+}X?{h&FSs$8FCt8qWn(I3F`upf!ME&1-q|t|LN>e42-v4TN13
zjd-88WQd0r1e+Ob*97UfY0C#CilevN`ubz8P0065?L)<*w^n`z(f!!)M)wU)gxusH
zl$5)!2AYX8p^U4|H$R<mrByvNO|=@Tfg}XMCYaND*ryx`GeBG@si$<v?M?35|8+7C
zL6qUUHlC|l<Q99B>YNn<?Fvh0He*Nvs<_5Jz;+%l`?bCNh9R5S4|Kug$8J&P<_TT?
z85HR5A!Pr~LLKNi*Lw4!eNRr&G?)PFNvZQ2O+Gg>KxvbKw!c$%Og{N|7!N5+#NqHI
zKMYY8#8{5pbwNc^Zit@bm8e_++ulbIv~;N8XjWOVA=t#XLeT4wUUB>qK{V61F8}go
zmJ37+`LSlu(-F!I?$qz@F9gn`))rp!FCiM7=q(=a9(*U+bLXD!8;-Iz{;L~`ll>0%
zT|jD)#~-B<yqlWN(EQbwkBK8H{#iYXlmo)O_1o-;20%ZWpkzB>3V`93l!p&92|=OR
z#o<&k*Ruas-$JX&%^x}6WfHl?Y>XR6*7^gSH5{Q14<>u>v_Y8jsw(;Z9wAsZ#kD?)
z{mS4n4zV{7aMZ(lz-}6rb#vn1JP*o@s?mKWmp@!8kPyTlEMKtdeBeE3X3YwUMH}F~
zIq;!CTu?=rpfj^g+y-v7E(i_B-`8ZhSqTMiOFAC2nV|#<PjnO9vkW(yJy%@GrPA*#
zn6$?S{Q)svYCO$%5)<`#k2m1-@>qfzJ|oA2&~9ye<(uE%jib&1xKa(f%{9iTf(}1X
zj)zCM;*j-u*T)BaZQIzX8ENk>vMCL{*f&_{S-IZ4T}SKWm4$4hTm6&W^kMo6w{9u8
zXqp8SoV#Ie3ihh?1YG-UTy0owzP~l}cm9~bgb!-rglvJIfYWbt+CQ;}N<Sd=PNq7Y
zd@a|W|B3>?RoEy;G|pBr!l=Mi1Er<PR`#JL1(?U^%91ARG)ObSU#Gcwa<sDcF57x|
zb<SF0Ie%qLN&}WisV(%G@J+8+@>p6wxvuwnz;|sUYgPC4owyy0&;6zSjb1nnA&K)*
z5hi`Kr!o<aDW9ud(#{)e=LW?IJl%vTWc<mzmj`Z?V^pED&05qy)%7^0t)unFa!Wyn
zKs{!%m)v~-TFhXm7>ygGUgDKnslkTh{AM@HMhXIL#nOYR5M0?S20`)hEy%Js9}>1~
z`5-NMKWdpv8{arr@P{8zl@Vu3M%K2+ak<SroF1v<XA!N_o=Kd(YLahks6>OtwRz5c
z=@M4!Nr%8*T*QO|5p*-}A2e$n3PxZayWCrCL_(1rm46~l)6|nY6{^R=Zf?3ZF5*-@
zc~S-F3a9b<{uC5ut#UzeMY~k%OSv$(1V?ooW-b`)y<m&dbzjQtb`CV2b{v=O`^n=1
z*M!yhty56Lx!0w+HkaK>^A`tO?YZlQZDG709wgPwI^Sm{bi_5R8<~y9FYS0opR3FZ
zU9b%w5d814#<qHXm6O9_>XsXk9B%SaCG_?$eBAb6rqS15V7j*YDq+5()lxy*cFE5b
ztWjO>JM<cQgaLwIFMkW5IM4Lraq!<7le8!2<ZL(dt!VyKx)2!iJ%FBQ^)6z@_&_TD
zWim^VQhH_1LD9E$WvIn6b1QJJ)9|OO%Y%^75SW?qP(AcNTI@c8dG0J5#<T8(J>*HK
zikUZMiU#xzU||@abG5=~r*$YBTMF?0;g)MuJzOrIO3R#C^SJW#`uG=38CRpl4*jaU
z(J~G_``UDRji;{OCl}&=y`109RocatCpOisl`3~L6H4zc$bWl1>T^4TAO4c3|2F<H
zIDgD5X?I^o&4Y)af=}YF&E)<^n9p7yXx``)pt|)uLS6{QEjC9vfhh~$^~tFZ7>FrS
zs{l(KR+9qB8yMbhS?0`YHubO-jAI!<_`B54{YZPiK@ZaUwF+Icvb}gzA-3&~xLGot
znT$^Jmlvs)bzX7BBv9wT3f54RthR@Z%O%W6;zfmpZ<e>Ou%KBa)Kp-i`S#nVuk_>+
zia7qskWhRtjbx>xJl|}?c~dH;=`I8?p3e<Bm+G_iRTIuiqq2pC-!dO)gN~V=ZtgM!
zIRvA`Rv<+0XdP*e<^!HjQ>x<HF?($W!vACxOnx#9jVLj?zz}&^i;Q&KGHvVE3qjZE
zORi@JWxYLv9v<LIc8iQAeij{6*8aK*w(9j5Z?PF=`6D_?7lnjjyTW#zlwfn;RwL|=
z<Wd0i16}OBgu$mb1;Br#4^5v2g7?jl%dVlAc?G@?t59N6JiV*{vc+cGeVY}V+?ABB
z_LMt(@(qqa(KKb%yvkn37Q0iQd|&L!&*!rT*e5w%jr&|~CB!S}g4cgZPb(k({hJ_n
zva7JDc%xzw`D$2RfLoW|5hiCZh6bzV28HLTF+h3l+7rX!SL>SuVdLdP)WPPeo-|p8
z%To$7eF3W#t+tUnKBO=K2uDrU6%I*P8HBIUwi?m$q#2?QXIWKl`%|%ovmmP3-rHQQ
zs-9&G&dQc=49=B#!_^QO#9-KS$^B~eZE;y8x_|+ihAWGxy1>xqC>O4kG|1=lx*3G2
z<x3R=1`o)XGJ%ZW*Yf@lSyhg94wJ<?1sGwD<B5Hr{jN}a7JvCW>3|FT19Dlijllsn
z(_9NUf1oSE9?D6$PlvV}>Mh=PPOlJYHc8!79MXq$EZjL>u2p5%u&iM0T4*QtZ=^&t
z_b^vgghkz_1qkzYlytFRaIlb!;Zk_DxCLj6zkoGK)YYzco6eh-&n_?!?O^=BUiQW}
zN<=>m-~Y}cEQhY5ey%&Ny!)RK;mdo)K=etb1bO^AtvM-aM|InDKN`w4+$g$MVD2`q
zsXZ6g0U-9DD`$2`>W|Ilj{JMcj<~3ye&1<$)9E*hKS*cM%QS`8XBVn+Doa`|h~Z0&
zn1txD#~U49?&u1{i|^b+=G)IsV=wk9Kf<1OnJM)(h7M9MdjBo<V0-LNnNnxxf9@le
zWtIHI^~cW1Lq$kY(+JqRf(T+Vya+p)xk{81c)+DO9fgp{`of#*geLt4Dp+gKwcpA!
z%vH~p;e0oy0|!WTp0{d8MpqVC`|3em!;5<CgfLOkYmz|pWhkW1dvu&YU2v#re>%FL
z_Ww||QOYSHd<#aCZ;v~Zw_b?9&k?`)omY2aN6zY$B!4Zyo%{kB<{{Z5VW3Fo0l_<p
z$643niRZLSZJ=eDOwf0gQM!YJiNoUT*!H3o1U41X#CuPW20KHc9(Iop`3r9Pcu6_Q
z+e&01Ylb_<Y8Ij)9@>rO*@wo#wtK1}%|6P3p>Tz_VupUW+Y?H1ELK2u_KQXXJ5)6e
z2fLAo>XPAo%(DmoLne;aR1s$|99$(@=Z5)(c(;nzv~o<m?LgQ*QqH$ZCpLGpRrBS(
z1Zqcm-pQ7swA24|Q-&cA8(N@)7jht?Dax&dpFB6-pF7S|8oc>Mm^iR)b@pK=!tC27
z<DBTu8^H<N9cx_l4vT4!pO}0fZ2xh1bMH0z;P?&kK@~yp1f{ML>*SGZ5lRG1iI3=6
zf}aSquSh)?i9{y{=_yOA1L`Oky81f4CuQN19_gv|lxas?<kws{Uzx86cp$1oF7mAC
zRJEfR?;WR$wTGCu|1fQM+a+%S!a_?y<ZZHZiZClkE{%`Kls!IDh%`50Zrhmdi?1NB
z!!vh_r=Z9TJ-b^)_%a43FM;gDRm1j|fB2N@u95({L;O!LUV_{QD)>rA;HP6;mL7<Z
za@f5W!0N@a!E?C`s80q_vn=u~@GM^L22X@R9$ca|Qd72)PlO4%Ro=ZR^F++}2=3LS
z1YG@SY_wlwj=bGNr;W1_<!YP71<n9%KDC)7S4l4HDH30|DgJW48qZNUe|S#;t5ZlC
zuV~}B%}<o`x`TE4tnS7G){kqbsR&`H2k~WVa$){6u1||Z{$Jacc-!RFLwojy{|^9p
zK!(5B&*SK)!;@ULGf#&-9H+wq`BaBQu6V()qRYh{e>s3L%hy)oEP7Y($t*H?*5Obp
z3rk$t`*a8ZwUWof4(xqK3n(@RoImcXemiEXp1*a@eSqSudjHS!;R%M)$*VJU5*#Uy
z)=!84w4nKj*nvDEc8F)hNeFai@{ovWTuWXa5&`J~CF5*-jLmZ*0A_ADDE?fYv}oO8
zyDTC^anTBBXCJ1Wruq#bY-wJ=WK+(zXOxf4P?zCXZvcmm)<1<^Ffg#dc<iBgMggc~
z*a7LTd`9Tt)FNOalE2co{9uaw$f+m~OKjHXFr#zh%BSKJ_pGOQ3v<)y4sq67H>=*<
zp6&MS>+T6*oApFs!e551uQ4Tr!M1UzJ1?75*I1u=JGL_0gUG_a$5?Q4K6&>AKo78S
zV*3cft1jR0cemyIXKt4Z0@B`UqNZrlz(@%9S&vmgZ@zqsTGa)%E5mMY{Cp~LB!`NG
z)io1X|J>GS10nLC!1|2^RfD2wV&fZdumgVfTj*5$*L4H_OkIOtSoFP(QbyYXs54@0
z->lT%r0IxP{5we1@QE~!;awp*L%0=}rT_@zaB%Zd<s(0$&*XY1XB)4(Aj`^f|64!d
zCT33dwZvd2LYFc`d8(N`Tp7ea7Cz8_EJF$E?jol#&oa#F!;S5+O#@)Txr$svkZPjm
z$vVI$>dyEZ=qwmtZ5yKCMo!_z6fP6X@d^o=3#rWtf*I3rW9LjYuwGhhjaYrx7x<Vu
z4x+lCw6ls;z}jq3yV7;wcCLSx;t$WwOkt6JM~m0H?G$^eZE+4{qd_ny_&=y{Od^vZ
z0r&pZ!xt}0oW@7J25nNmb1HAliyX${S$rlm&zF+L91ZU1a+k17@IM2>O)CXQA#I7L
zrK1@@&gM85B5#sC=I!dYi1>K1Y1%c}E&!9QkSU1xB)4v1fx!zTI@9AWMHUAO!@KzX
z+UC2X;?v^mPPI3i)7v{dE)DMi*tsCz#byC{yVD2;OCPpB<tMxau3u?<Z7O4id!d#?
z1{#M{+>J3K;ERU<_0EpqWn79LSX<UiVc*%kZ_7a<8`An@N0$W0YxWT1|By=b!d^<=
z^ud#;ktcjI@n3{jnNAp)zF=)cLQN!5!gw%p7(bB-lmS{XaPAR+=T!{N<LpU9xPP@H
z%9m5fAdISzDFG%mJ0m)8*3#ZVg?8!Q;fq|Sp|pBe=t-2Ygtt@sQh5oa6qi6PZln?6
z{@FkxV@@H1sL(0Gzb-8se3uxEx(=CaW-tap@>nu_kh!(%c&PA4$g};QoW{2hvf~$%
zy)ww|TEaS7B``}4wF0uA(kH&|;CVR{cYaWJc(;5kI?t2hvq+7rV6enazT3uMsXZ4z
z-KAN42TyayjgC|LcDNJ`!OQDH4{H2<I&hkiu&=UUSr=``0AR~Ux7?<&LMa<SIN<^D
z^1v^|*59QCj)OoG-%~bF0#rNlNMl5-MsyDFCrj`kr{$A~rfPCjz_2{7SR(k1HCHB6
zJEd|L5k#eIFfqN%Ld6P?&D!pQ>A7arrMSt#l$*bK9sI30m?vWmA)oK2GNSgPs4w&g
zm<yZZ^?V4^qE`%dXiS@JvzZAPrl*4@{9Ww28RL-FZfiEB1m_cl*ORTgTcffoO_4<2
zy(wr<8h-#^&jHAk>j0vipESv|zL>Pg-l#Z+r|6Y@qRJ=-EIeT|$wu5oQ^ECA8fCl&
zF9-A`Bg-b8Zu%~|IBE7>1QdI*JjNd3XLy0-=oG+55IRkdBE@oqN$k7zl+(8vi8PUQ
z&4t3S#iru26D3`U10hQnH@Vc<H1{mRy7B!a^3?s-Sw)Jp_&~7Vx<AM5-(~_E8A50B
z=wU**88A~1^Q_bo>FtU8hCD!ky2dw*J6)a|f&OZ6`#gQ&K2xt*NC=|<gIAY?KrS_-
ztb8sJ$20G^_|@MjyU)y?yoc*iF0Dax2sx|8d0(p^>{?%X4Z-0$&QYs6GHG{cC!Xp{
z*ggDH5K9cByl{fiwqUJ6VY)f2&o*mInzDA$&KZX>PFxplnAt;)U{XicZ!&IwQ(>i!
z%f|<?3Qz7kW&h<w75pe0wA<)07EKWv02#(N^qiK+r9C{7knaXrQSu|$jvQ(Gr>}y!
zv|G0u7h74IQ4INO|8>#$B9+ROtXs;2EirENB7<-lXQZ+mM;VDAIgpUiqcjPwXIS?g
zeJCc<@<nHnZLh}N6cm+<dbj2);Isr$L=VLb=k`4iyc--xq(K=#D;JY7L+cg~#RE5a
zygN;rnWemYjEy^0Etz;rg0bhuc`?W$Fkoz4-pm#d0OpAwROZ>^Ic(7I+z(+jkgdeR
zJoPMnS$`gvU$`Z|(f}=xJB`ioh@r81Eit2Aa&d6mGV_+r{*yNupGA00+cP8mplD>u
zvlW14IkP252Ay+~bl$M1><ya8)~(K9f2gI;Q}o5%WS_!s58&uouzu}*jn#^q$w&ZA
zvuNRrjulAnSo5llK+C7XStf}p&6KSbrHx?kR&L%kINJe;W5N!B4fkUAH|Rm<89^p+
z#f0ey8g=U;u6Bkuz3=Mf>^(F^R+%-aTyX^nIwKKHQ)KM$@*%qKDub5N!F4M-l_-3u
zU4qT9`YP_qx65_bMa!M!LvZeP?&vhUz+$5NoTeEl!#QOoaw|Uw<L<oaeUr2&DRySB
z!gqb$fQ=6sOPDfaLO)jB81*UtSY;}aivo&|>cON>7TJ14gw^ykc%9fejodoCA8h*Q
zx<Xb<MMuwTV#{UEY@+CvzT3q0?lCsb=?YH*qI2)!V!)KxQTX%=5$aZgyv!_}y~(*o
z>FnM@md+0I?se&tXk;rodxY8Br<(ICXzKt#?YV-q4t5n1y+m1OeLYL^EgKi~zyr57
zabz*z`vme-?-$T!3C-)qA$$33FGL9}Hb41m9}4K-(ke>iQvZ#7!4ccN>$9+EhW)+y
zrQiZ{Mp;amf#CVlSNFq4|9yEU$M#-I3~@!kE#sA50y`gAKLv^5zOJ$xyG`ctGljz+
z_fl>IGs>kQ;9VMug0%nxbI)!(Q;)|)m8cAUbQ*xX8vap-A|z=*_=<>pB-te7CDO6q
zTmTAi@K!O-zX-FN>uUFa5K&wMKcR*@Lphp9)^|NUm(&)SlI0~8enM7jzoj~M&kF7{
zHbYxxcghGaA-GZy-f1B0D^t!4v>)YJ8OK@YYv!uAM5$&PuzBz^yyt{PM-cpT<I49D
zA|2<PN%oml?LqCrwm7#;Dk|?jW8&ELJYJ@jLpCEN)nhG-Z6JJHY{7QJf$!e?Yyua$
z+8oF9a~yJ-k$1U7R-dUSg;ANlv}2ejeQAR+4K95t7Dm9+izioncjJhop$55bnvgPI
zc;CWvl4P5a^HW2RwR|j`m^6b;>WuT2>o*%t?@l?%?P46n)i*of!BHMdybx}Anpr^+
zN!)4mxA}?-W`&!smpz-{8fWFr)KdcOVIhU8PAYcYE*B$V|A)NuSTUz*&yV59w@1G9
zALSa9kM>)?1|@}HyM7h+g`|;w4Vp=0c;mF*uR+1`YG=I%1?{I_oti<mXeS`PQiSun
z1<?`|No07{BSyUm&AjAIXy(>8idn#SIIkpofqiS4No3fynm3`&OSuWn+{RUC7RQNX
zIKP|79h9<VxWjd=j+dc73alsRP4&N!j>;EjUJR@vL^H^fqs(ca@WRmqS0uWc#{)el
z7M}&l9m4qGvwR6&9HF0%wAC-q_}CJ+QxhNbF$Wv?=mnInHGF}EXGrebeBzBTOkMoe
zN?_s@0b2swl#S)k%O>6|5A~|skDt1L#How@8#iuLi^lnFD!>*#U=r~)FS3b4k5(ZN
z2(V+0T?*)Bd^L$bdrQK>T*7-;z$PNuF4jE`ecHB1+fC7Uev7?$1n>#<H@z|AKuRKl
ziiw9I?3>rEgs<dC37PUv@}z+k&t8Yx3pxQ;gk3aby2n_o2J1ab0IO7=J_XtB-G#cB
zy}hu{hTBWsEV*n4Z?TuFbNXZuwVXk}SaouieNzu_admHmSNF82MiRW{_d^<54W<wd
ze_Z^fKebVWTkiqj2KMmIclA#}PE&=N@1?KE*2U}Udb9bXa2%d+8h3M!#og*}rYiVo
zXx(nu0G#X=;wf#bRQ8k*9pK!|r~ooF#J%cK4xS5QGl($vIJsYhTOHoo!x!PCkML^y
zHm9%MaSB>4GbC;<YyDl5zd6~B_R9!U<t;oOQkgNjyYn^Ex!EA`PBPbS*3@mSL%Q9;
z1LV5M5f~lwXw%UD-R7|DOyub~+o_-9wI^=V@c|rKCj<P6c&t6jsq6DhLP|*9$9;rg
zl8ye)Y)YNcckD(mTL9ttdKY&S^N{i`8v%!z?2fyfsYKa$nbQ_s<VV<!4?hK=A9@Dm
z)fLzHlK>1Io?7D@m=V_|j}<KZtb@2579GsB8{p&Wh$}GCt9Cin#PzLyqE}^-T-T@{
z4v^cN*=I}AR$oO;3iB7btHLji#r#!?z90;J6kK5Q8xUzAnV%iTzo1IQa>U*ull5CU
zvf)G*)z0NH#IVbDFo!|)bfW+uX>&It`wU@}a~GLMKha>~p-ep)!%<IuJ*SY1;t3(5
z%({X0%^fLCvvxd7%!TinAzZ_R&yW?KIj&0#PTYI(1bbtYB=G&WorK>ruMtZM0gzhz
z1U0AOq7b)3_bi$S43Tx7y=Te|Jj<RR{cmhUp22aGE%F5QHliSZu&@XE@7MEb>?`8u
z7Y(GQ@`dZxqg3Pp;gZD+-u^%U3-0M~;Tj1%Z7;1+ed7tYm@*?5%WS$_<Z_|mdlq8~
z;L{7*qa0pZG7WQT`gfu}ot3FqxN`e$5q5@mBh|j}PyccK`ak}kX#w5p-y8FPz{dRN
z>7V}Nj3#XV-h}_dHeqKl-kanCZoM+11vm1S1NjCbcAAkVeChsb<@MroT)?dyny_&P
zf_&}^cQ`<_y#RvK?#(?&AlNqCOVHqu@bjbTK}hyPR$zE|%dGSXH(sGT{89F?AR1vB
z8y9grD6f(U0EAt8`1nQ``#HQia$f+Ax+mEy4lexgauJY#9IBv!OK1BrW)=E$m(-e{
zu&((Xb`@YFoH2G)-?iu{C;$=GIP=}u{5?k;ipw0TqmAsu5kYlb=7J(jiOfrewgk{i
z@#4HWStl}UUxCly0tw;B85VDaC;en)`}HUbi77RV%OEG|Dtmg@C8djR0rWZUjHudi
z&z@l&S4&3Gn(Ztx<h)*CR2g>h+f_dcj&RG2eG9?kJ1!-fyVcD7`lSsE#A*QDYT^76
zjzCus86v#;#-bwb0HhR5Xb7IundGyvyS5O%y_?U05XY4aG$5E?U`Uf82!QrCP;sMG
z_03lhjQTVg0mRr3bZhU3-;p*ANMgiMa6&v5AxnJmnzgHDrrG5UeAJOi0WE27GUhZi
z1$J~ygP!kh&H%dvZyWXb=tX3n>T^nHH=&h}h+9IuG+ad!iE)5Ajr?E$RGtS}eBY-S
zEO-}()-PQW@N+nKj0ovbv$SVp);ZKDR2?9~8%{J+6irnk`>T&2-g(a=J8?pAn5^j=
z4wt74f7IQ1eC<)1e5%eSprUzrT7aZu%x8p@(Cq5TXclAwpc??&ZV}j2U$T0@tpA?b
zae}{(Bc^hsj_JN2XqF5wZq`Fab$19S-p5L{Wr*`Ag6u0WFgUw73=uE+PEJHzZKi-8
ze!wi52esqiFw@=nr)T1jm{ARL!Rf){y2=kGK)jX(@U#zt^PwPml*9amy@q6r#tHp6
zESQ2^V_+Y$b>~lJ7U_(2@L+HJ3W|M(OUd0|!Av@x!ZVOBIor@T?)~dZg-K+CtFOeG
zGn-(0@o6whA|T5C6xBd&P(8AZO|HK2?gs1|v`skV3mQG+6yMp%^P`)?;hg=N7vUrB
z-Hc3M=dDvI08DqF2=RjHocS7kQS1DpZ-77t!W0PuXXA|=_&qCUd>Fp34(k^eX;4O%
z`_h~FwYnW0KKJOa0wy%1s`SYnj>1{4T5eU(xzo7*(3Lmq;^fL?gt@>!pwhRM;KA39
zPa+eG&Se=X99SLr2!Ky;o3aIu@;*h}=rI;vus;d-I>P`=N_1%%2ow(4A)zg>EhU#j
zIeuL>Ha#r7j~ufoa3BZQ^QRVXRqHCT(Hoq`g`f6S=6xNa%^z}3{s7V*%n?R~x4VwP
zOV_JCM&nF}Co(pE563v~2q%Ib)I5PtqRZ}KfqcWi0+<npZ!eH>+`ONDUdwPFv_>FW
z$CVz8xF^x;k|Y+tLPMP;JHGRglV*ftQZ3<oE5De&EJ>Dik;B-vRmQpNv&T5Zxi*!7
z8Go{Q<noI)YZ`1@Z&FApa?dk1x_ZaEBWTe$Ipmf_@Ah0ZP7S6-6pnArRCEq==o%7X
z9%q(=zd|~CK@7x;2`}Xgafak}3XHjViz)P`(;02Wo`iOb@-0mlW&n6Y3$h;fZ)BVU
z&}`tDb?u0AEN+T1O|F=@#KZt_>5<&tLqCRaY=Z^(+zjyC#{2VWM2^<-SA>pO1mm=)
z!w2)n{$}7asd~6&?~%mA<&J8*R8TU;=hTb2c}aNiQ@S?iB_VewmppkGdCIVa=5vQu
z*TsJ7C1}}v!@8fEau<4_@Fwh5esG6*owfaJ1dk#xr%M{jqonMSOIXw2$Ci=Y>bph~
z-Yoi_fcwkE!qw=5WL81z>|6x!9LnA_N0-JEJ=hCs9`)W$ho@!sL&G7ZLjqfDQ7|kG
ze7qsp*BU2^8mUAtgtm-4OLyqf_W9n^?CIh>tQO>M?hH%!*l3^ybrXP3qr=bgchYNB
zz!cT0vqeTS^A{Hk+OW`g4awpR?p+YO<9y1BP1S{)_SrrEU4Oq*soFtoS{-J&a{cWq
zA((cNxq0eol%mjFIn`9R>gl6}lFm)3oT-zI4GeFcxxc+;!~W#*EKak$tAw@JRCtQ@
z72~!?Su)Dv?G304{>Y~wB_n2NIlJFZb~#IdR`$wXV1=VjJ_Vw7oR39`$$F3g`^REi
zJLdPiO6O*FWQGR%)G|dDg`HejoHl1gJS2FV!27HWH)$Ry%o&zWvr7zVWYjQs82E@t
zUuekL1Ao<K<nl#_bHa@mN3H>H&N#V8lpo=Z>ybV@#WF~Jl!as+hWP{sL-E}JpXI$6
zc(s*{s~|{d0pnvKj2|VXL1@vsqB#&6KVExwFVgy!7b9;{NVQx{H~>JYkzB$qnc@IA
zB(rp1GLB{IvbL_-LZ*w%i`eP;4+E}atwtHgwqU4>vyV0=8?F?7j!KTz%NGdhI~=PC
z^{#VMWg^@CXHW}E^qdD;#8=2D3k^1USTd@$=iJhZ@n@$WhydKg)t+<POvlhVn>-!M
z!2_&5U&0)W#w!mdwSIO4vIplrk@11Q1BbN$0-98VZBx=b6l<<{GIMbHEOQ6MhK{Yo
z*g4B9JP82v>b`<}bi-Z;o5Yxq>}@C~tXrmB4u4etq)ld&>yED~393X5b6OyMPNQ{;
zXEaSAmxKp$O1nfb#gumSV4cwd(v0>bG8HUlv`gmveMY+^J2)=a_rl93Tvkik9|-F~
ziZ!ekU;MaUbiL`YE1%LeJqq1c-rg(Sx2+>)I`8=i;Vx>HO%Xa1H(WFA$0i|kzB+Rk
z@KGn=W^tyT9>aV$okesm!0GiiAZ<CpD)Wuavgiq&pNU;p?2*x$rv|n55HLsBn@9bm
zp2LD^8u+M=j_v9bgX=ISP1iEgy!QQfs{WZL)|mr!M;F3P>2L6=dvNhH@(pC?l`}fb
zq9EB?s$PaET@T<|G^Q}?`f8A}5>LtRoFzr(ejxj|TK1@&3k)mGlCrRz<$A`0o>hDV
zBIayIVp`+3@UlL6T1udX)p<R!5xG2ZMT{Os2U+YKEa#{K^}N7tb?zA^WRDp-15H9i
z|CS(40e1Tv8z9`OD;Z{JGeL1#WK_CX>ee};2+cD4ws)OjD#I;&ffgN=Hp@H_Ioa26
z2ILgDF8!bePGJQ^5GhcY%&yW9b@NU7x@Pv?fZ*e`Ypk_^dK0d(Ly!6&0EC;*pV@?K
z%T**|jA6bIPD2x}el;waS-nFpO$fVFH<%V9cpRfiHfm$u{V^_2jiVSNj?JN?nr!<#
zx^(%z@Q~!vlQXMG-@pDP2kREAuS{u?UV#oetE~WS{<qm1A-(5)P?^|2$vYwf7G|7f
z0F(gUSZ}SXMlLzt!|%nR_Hzk8g2e*f2AZ1L`M}<u{ilREvU|AQ-1=3B_5}#z#p9If
zAU}c$_Y4(6BG@2h3@FH8XLRZ^kQv95BKDd31&lwQG_ElCY1~EN)&*>_9^Pdh_bHH!
zl$eBGS@fXr0K41tBti6}j8KMU;Zs9oRGSs-YqBr_e0q6HoM_99H_z`5Fu9xk=oaiO
zhlclcGYjY|ygldTvtCn)V7kJ!(1N~lNIehxz}evq{6z!EBuVpEi6VODEf!G^uhbg<
z6y%g4=>s%%c)grFVc9(7<H|bkvZm-!U{ikUjb1e&K#PuZ<~Y<<I+O^GEVrDHW}<gc
z?Vb<IP!(?-Jf{&s`nVIMIxbU1a@UoW2Ikx|G2G2QC>}(L^7k&UHw17rhn^|FESYTV
zOPbclT?Y0n5A7M@NoP50i5H!1hiVbAut(Z%?LTMTJQiT~#Y#Y=OlaS-%QWm>J^uN`
z+)zSoNr>RkTWg`|4f(_&Xi|QW2yRVJ<(9ACmv$)mk@)+j%_fJ-c5%mu?cu$9<TG7D
zyJq3-<a_hUvkimTBn{z~e|HiKUUqsE-FWFU3gcF&XK~xPqF$2gVHlf2IImr~<XFww
z6%{{O1Nc^=8^;S~KLez<%vy6c>KsiRg?CfoNhDDCBLuJYCBoSwu;wr}A&I(rLfWK&
zb?NDfVSGNr`yAiU(-xa&uD{q#6;-NgPH-~t)x~{at%-aKnN?VvQke+0rM<p(3H(z&
z_KLFMG3l0rPSy_gqxWfn8i&zcbqyZSly9+2gk(#|8lNtoZb=11ZaFeCj?eT;#bXlN
zBpfVnEm1oy5brz2g)bU$O5j;Bfu)Z?LdxCA`EEb;y3xO^X{Y867EViva%i82gh5Dt
z08t4bv*e8lUQfY%*<|B4A2%20I}WxHUd#dxgl&rR5|aQuz@wNSAy4A;0~2TF{jM<%
zE<D$%b3ZeRe8rgg>o1lSt~Gd>x;fS2_gHIAZP$#T`<$}eg_hF1CUR*)J~xH=I6DA%
z64^{JCNlm2Z)z0dJxX}zBshIKgxwDIA>S3cc~H%q@yh?gOmJ>uINNAR2{k`u%(+uc
zXvuBsDS=Qx9RFi@BB1-bCAO{SC98t`$>odi2;Y34;#U@RTxdm*yS7L?Xq~TF6p#)q
zVmml*p9=L7P*TI^)!6JpzU;ngZCt)!%K8dGb^1w&?_Il3cc)$>ZoS;P;%QacZ0vdJ
zBu(F*r}_*=JY-wvEjBmruEqX#$M$&U$V7+3P1K^%s~!0rWSE7f9`j{;rFjWIsSkGP
z%>$af9GTZ;R)<E$1H?<koIBgg_8zFm6(vJLemt3_WQ@{6^hFFo)f%qGt}=1l&H2H>
z%!U0?E|ivuUVHGSp29M}&p(Z<oS_zylW2AnVJPWpl`%4LO9CSI98XUaiCVd(SWME{
zHvL4>)%ZWo0V^sc7>)ERyrKut7Fh^?g_{k}#H>NR@rc|*QI7!b#Y^Cn(4~u6CW4;Q
z%Qw^j>k1f-30H8^SDbKg<T1ijun=8317sKy-)Clah66uT1MX#%hB;MD6?IERbPiGO
zb(ytsC~^FTHd9h=>WE*6KOMOw8pA{|5oBh^;{3XZ><zH@UiLVhq1=J!(wX6=7j4|T
zJ>gR?!y79ZnOS$;d!4qHTjW_O&QS>BN~@o=7MlRo7>mwgoYzXYxg&Ih2fiAn>E|l;
z*LnGklDVQ*CMK$;e1jK<9b7wlxSvY{Av22Bqw68NTZ%4E`U<IKOOU-XBY8p|0Box(
zz%DvfOu`3QBY9ejN-HNiS8Iu~#|78ok-DDVV;puS%H~_e2XnFAyb|_$bpTJ3KY9hb
z${{~QxV~0TIlST$VDJ`wdkFUW6~Yx+Hm*l5*$(>)o9`Ld1x&dkk#8V;mJ~24ylUE4
z8WHZF4aE6!0ukEf=SX3d{#8&G9$u=oSr<X>*+tKPKF`j4egIwg8+pQX17qUz6Wk;{
zn8fD?k~(z~pC3dEQxczv;7pgq=LcyLM>O-9Ik~T(H9uL^o-~Qi%siZjCGnYY&`~<^
znGh~5OnhdT6eAIz8OAeS5})~9?6Z^k%qjpG$HZq=0XDy;H8bnjEF|%nRY2Bm#yGir
z2k}|JadqM|5v-U=bAAxnB#sD|FcF^_KF&3X&krEapScF~L}rh!`>bSPHpD&<p9yW(
z7zLZJ9^Nwv58+$ORx+Q79P2*y)#=iEObstXMlTV^dW5}jxKU-8nzvRzd&xn25}%1+
z+mys-{)&9^BtA1`p4^xIrM(lMdpL;C6;TJEAlQ<`XC+yQ&&){>dPRJGpoPc%AU+e=
z%>yR!d0n(={p!SLLL)huzgq|5a~3>_&n&noy*4LA9woRE#AkM78snC<Z?k(l@tN3F
zh|e7Ke9?3U*d;{s4&pOA+Uz}niO=eMvo3H%d=_M8FHJ;a90c*1fVjU&d?p6YMbezv
zNqK=bAlj`3@mW3j5NmkXJbRlL68DrSnyRF)h4-fC{5Wi5KA`q`Trn-z9T#nR4}}iC
zwi@R&6GhZ#Hqbp#pA(uo^|?e_y~DhG(QfLq05W4b_4((_j_H22=Y!<D4hTeHGAtG!
z!)u{FuPepVlKT9FcTU2lK4&-?bsZ5Mg(=*H`pj=&)(+}(X2O)l8pe`Sf}%tQlGJAc
zcqlcil3@@gl6OgDxq5{8<dh!NXXcU|(Yzm8?R&%2XNK2gK4-9$Tb`!Gd)Ci!YbxHe
zK5%cH_sl$C=@soca%ie!6k+OY$Sh@z;>P5m^wr$#7eBgy`h`4eB=Pw{3L*FjHLl5~
zJ@;_Xo&!nRGXdUhiuU}3HR}ZJnP0#G*|g^;EJ56$Ju_3-L?-WfU01(L2zkQt(QV#y
zhJ*JUK=PiM0=C}0U_-%OLpLX>WCuULTDUYBdBT!~6Z5$TgZUgtGM|+K8eha_egilE
zNqv40WueE|Wd~&Ha{@_yPQ=t_CUJD?^SdCwE*zV`>AaPU*N%vlz%Xl8)aNI>lH`!o
z=LeakX<+K}Q{;=!PC3FXXHkaWD&4{!Lk>SoeXijc=N;ih(1V&MsEfCC>hqJ4Mb&5O
zGc%4eoNiz;*axiu^Pc(pD|yfQ0?w{Ud(J%Mgc;$OP)k@F_ku_cHR>UUv1_Ufbk}9Z
zfE4X^n)dAGfB|U|pVeaP9n9x!Q8S<4ZLZGo?gyG1R-fsD`TRf&tu>SQ%vojjD>pLs
z%w@OK)q?r_AQzXp&V1$+NSzErTq@?meD)l=eHG^OgUMBBFrNwVuF}jl0biZ>%$b$?
zo=JRG2A8!HpEbeiO7GHaYR78HdlqymY4Dx}kThf7^MHu=T%f}%AQrq^do12-Ab)hI
z-g(cgoMv{2BkdwvoA=DhnFrqU11%zLo4NG>r0jIwb0A-x_gtXWRRKd<^C&jXw6leQ
zI`5ga9OQOPf2H+Ab7rwf6HeYUdqIIFH3WAr<~?iO+eKoS`-b2$XW~>1E^bg0-Bt?z
zym-${n>4GW=rRM8;c|~<Cb{J{r&;@xWBDq)XBLfA?j9-1n#r`hFc<N;Kq5X9pf5-B
zp4EZ_?>ToF!F$%HH(e+;RkLfg^PYPldL&DBoA=DBAYU?x&xFoSe0E#ho%j5s{(h%Y
zHBIQ|r86uOG7XqvK5Xfk^O@CV&Me7$<}$f~8kW?&fI9D)OV}2)W~bWL5|)3=PJ8CU
z$QQPZvS*aV+nY_SLs0}f((?gFA22aV+Ov`sZBXR_ZDn6ec@ICY1xc_&o%UQXkp!8&
zur=YWIP)78BD42fo7%V2o(q-?A*4-B7SnsUMOa!1%hz+KJrmmZdx*m3&hV8?GQG5*
zL4wZ8u100DyK{)R?GmXtNk!`_o<)iC1GqZTc8X<?*6U*MF-(%3Y0m^`H=ML*uC^2`
z=(J~IJQ^qMS<s?IMN{B<Iy+mWeVTKvrD$^EqH~J(On}d@xqz+mnAdsFglNNR-t)ww
zuja6mBZf{N#ANZFIaoAJMjQ<Tvm0ZuiEY()d+$N1?cQu7mY_WssCS*V+33ja{);fY
z26S%O3X0Ehl^A;6=wZ1NtX-!`h&p-CZ$yBe_Ilsh>@qRqY}=nJ?RkZM1K-Cx?Rnj_
zIZWE~y4|MBnD*R(q&*udwC5FiSjQ4`#S<2fpv)aMwa*ysmfsN5o(ah4V)M2ZM)K#<
z=cA{h{0r|=<wh`B&#Zik9rq|LKB^?Fdt0&<NT1TMi`?%*d*((G9Xh8p$Yr+6wC4=g
z87-hrdoEbaXw8axIio=y>sVi_b>o|6=iU-IWf^m@&o_ymo72p`F^d+R6$29U)MIQ?
z05k3R2{#j#O?xIni~Ha`qcdrD7QAO5iW0o%RpJ;ydqz-%dDEUdkhEt*Nqa^|VxmEN
z##i*lz2ydZTfITvy@LoVchjEPb@U2v+B55D_e7zi+n(%FPMWUeN_+lU^_(XT>F9Ra
z^LogaRi`}zVZRgYdEIUDW7;#qbW&1i&nvaabPp-o^SWCVpwpgLP^WBYr`p*qpqaGi
zbzf|)m$cb+w`yHys&=T)Y&*qzr#>+W7{X_}>eL3|*Q>0fLm2I_pJu=ISt_BDnIlaF
z%_LYMAh+*v2AY(1HrRbtAeqk<BJ-KaTt`{1cE0uu%x8R_E`mDEd4;d@xsA|nI!02T
z0X;jCLVaG3BTcjTQdt30pF0#w7A);-A1mrJKCi7#Z$pR{duJ2XmQZiQBR1*L00V%q
zo#*v7OcUN7V+g~rt*ry~+1Qwwd&sgORidfS>v2hMI+)M=7IRma&uEV8G{;8FXACFZ
zz9;h;g_rVDp+5ioDF^Je`*Ag?&lTdc?Er8}!JEbA!=I_o>tzd!pg*tRyHxsf0R25O
zkf1*!jSUxh@o0h%p^J6;bL1snyK9&uyoZDSTp-e)5r#fgJh>x`PTL>l@mcYu9bwU_
zDcH}*H_Dpq=k?U4F4)iOX+ECW&l&FQ=Y-6DW)gm9;Hv^YqIOO8GcqFc3elgZ$Z0-=
zM_I~Sc@%eu6YuHd{2G|D6R4~G=o#!Uw;X$R&dhqR@y5odv1dl2tweBUBHTGMMv^nL
zUZDae&diDzUT#5?GlP#vw%weW^%l9db7ocum6;7_&P+3XH#swH4obc`GXWINOhCbz
zK_b}IXZgk&P+j3ANg`F|%rvcL!9r<%nF`8Ggga%%NTJLyiEZz67<`#-B|2s1snJvq
za-7w57nGSmI%Ou1pv)i<?0h1#uhRUwgy;-y3ETUmi#1rv%x9;IHQcfsYtqHqe4G8$
z>0-e2>}I-Ho27r8bg?#fZkT5RK=+F-hTkcnq>JJE&9qVOBU_q)m@tM?94<u=#(tKJ
z<%Iz4wUo}^R(Z6H&e2wS5YEmY;okX;Wan?I9Td9rH;6Eggt4~nDQCdW-*99+*V6eL
zs7bHR-%Pg5&fhdg_Rephc78+I`Ry|~%Qx15>I(9~A}U1Zr!hz;j3Fx|R!8r5xb%J@
zwf8qk+GNkhXT)jF-ru0Me4RDU=E{rSA4u>0fkf{|B5NUxy^8beBC<EoN5fJGV~LnB
z)}EsvoT3F`tbu%gtc5Vvwq5osK^SY0pK6^C)}SgoFvftO%hedWmM`vVO4y9Cf^dzj
zVXUG2=DZZfSd)TtGR7MC<}%+Pbt=MrDGwwWV{MZMon(yRD`Yox##m$|Hx>hctw#ld
zG1f6N#-c`Yg^Nlnt6<b?iL?7I!i+IA&NVW|(0*rOjAi?pF*f!9Gsb>&i?^olzkF?9
z+rK{H|J0>@pDew!eU1EWao_*SU+JQIhT`bI{44&2FNQGa0&NVs>ITtjryT#ECC$M5
z={14B{`}E@_&sIX{|0IQ^Yp)d{a;Vb(C;YROFe)2`oI78umA1q|Eyn4F;z$;&tLzg
z7m<23|I62Z%iN^!r@xyjaftR301c=pfCiKjpaiH_XAw}i>UoQR5*k%N7g%(SGN6EH
zGT4Pc0S!W+{8?234WLMY1~e5h&;_4eB~xTEP(XtkD1bo@bm8fl<o*x@B{V345*idi
z2~<hY06x|l<Zdq`?cv@rB#8EKI=8%KL6=>Eu@tbhre|VbsSLX8>mUuvw7WFuNq5{@
z^=d*8eXQ!B1gbn}07V|O#G$FrG$Isxa=Kk2lwTh-LNi0D5jqtl++5smna~nPI-wn~
zPN+XF-4H8<Mh>fD=03l*LKjbdhHf{$Wk{_B%8IRWp=h+1UMQd{7|Q0Uf}wDC*?vfd
zp34u(Q0l`~$xsjys0Sd$Q2KuOAsKqMACjSG`ym;6daq{1P$e}=h8n1np(X8*3>~3^
zN{Yt1WT-RHB}4uBDj9lqRTe3RPO5>IWazoPBty^nB^i3$T+h2=D1F+zHA7zz$I&_e
z5Dh);TIEjT%X4{&hC&bMB^qk8l@tv<*CHAkL3Pp)4ee2UJqTbB4TWIPAR0=D3UyU9
z6geJ5L#gUmMMKZ|r)X$j4pKFgKA@ICHZ-8r4c#<n55l3#VP8*^r9<J2d6W+27^&K!
z%XYrSLzitG)I*=DfBLf|mMkB-fcDY#Ly?)*ih!trR1kIexI94=tZIldoFbwqk%6Kj
z8qkzFqD$Ld&(;xL+C|&ds_(VMa%$z!g$AWvN^}})A|l;`m?$QcK}~d#GrF%LCps;A
zs9#2oVcHyep)8ewt|&T0iN=;E&3BLJs-i<T>9V4zj&ob9u4q7(4SlNNnYAfa5@GCY
ztFkE9mur+3Mc)~;MLE9~anYM=<e)AJV2~Fz@Ky9h14=>B#qQHPfPKO!F^V=GG)8+F
zhgukvIG1+3Wkv%^VNp~~6&gj=h;KJ_Y!3x+NsTUHLLOS90Ti*(5{F*qCZ@7V7FB-d
zP|T_~3aDM9;AqM3P^RhkN?Junql*{SQ50{G9mPl)bVrc|vhS$CWhK|Ab_eCrK5{Ll
zSx2t*HcK2UaxV4<nyQ_iB;r>ARRPjI(NKZ(=3GRh=g=TUWn%&E8l*c*RYXYlVYCOd
zuhJP$9nuAFE1c4)L#kczONg}3!U-&c6zNok?ht7ZBkeOlRA8ATRLN6~BtcTlHF5!U
z`Pq5jM@`ZgrCV+CTk^3#`o$nj+B?gjOnPlUlu57ctxOtJ@l+<g_O~*rk*Z93g|pI-
zd%U)nGU?TRDwBe`Iw+H-vV16$p7&ds)X1PrYRt-{iZm*d;x7NCOd69<ijHDV8<j~h
zXS|e2&;6xL3R%EGnbg3bOxhz^nG_qhL7DX2ekhZk`&*eb%%D?-6c=+ZWl|XseRXA0
zDDMr*q?87HDU)9NOPLh2#h^@TAeBiIs>-A=Dd@_iCxN#z>GP>kne^I=GAS71>`gzE
zN!2`qGU<80lu6I~rA%s|DwFm&E^4L{y%1K|FJ)3J7G0UtZBdj-k<9T!ne^O?GU-ky
zZ7*d~0i!Z$k7Q+17<gA@(sTczOnM$~Wm3L>Rb^7w-|tlFpiFwsZ)MU&wisV2O$uPp
zCIvu}-t?7Hq`+S4q|0%><w*ez`lJS?FDsOu8Ko$cmS0Jtlt9%ejZdlZ1G`3<(mOLA
zGNtQKI17$;75+e6M^&km!k8@*612U9N_i>1TBv;Yg!@)1y+j48LZ#R7L#XsR<kv5i
zO0Q#7DpmONl|rQ%!L;BKmK#%i<)u^#s4JE3nUgM5YM=|1PCbs5N_*H!r9EpQREl*c
zg-W%6EY>%-QmGe*s#I#I3YA{#524a)4QDb|D!tlEsWca-E>y}-RH4#b(Iiwl5qT?>
zURzZv)oeEkl^O`4QWmjC@`ylXRHafRo6_{}LE42%&+IxWRC*3w$I7J9?mvTCXL{>|
zP-#Z7P-%uOR9ZSt$dc-_(+}jU3ze3h6GEj|Xv2k2saFRHm0|><&0adC*V1)L@dCqz
zJ9J6~>{X|fKCoGVRi`xOixeu&3FOO4rB{u!YuXo3v`UGLVx@g*y4U>GAXl0boVRuq
zPsm6XEbYlypR{H$Ay07L3-e=rg0pC8pWs4&^teXZ(lWgXnuhr;qUHP+vZb2ezPfDb
zu$G6QCSE&6-BM<t3YP*HluH9p6`3g7BV9RBkLsnz{ZcQ5MN&~ORY$;eQdciM=Rv)6
z*9}@#FFo5!z4Saps`ymw9@I;(rK*=|8hWdjUfZBvI`yd_)Jqi(_0oMUF<g@|lSXA<
zmJIlvCg}R5>hUiD(}0SCDSJ<qFg@;<gz0gQ5~inaU5kXN&mJ!c(`$Q6m}2->2~$r8
ztmY$-mxO6fcvdXkwIX#1(_AaNglSB9U9z;q=;111nzL7ddR{`p)EN#5(-;z6!ZeyJ
zB}~0ds1l}zMhR1|VnxCff&?!KQyh(|gy}Uxk}$=J_LeZkN<B!JUfWB;)Q$D2&|W1>
z&uG4oFkP0R0qs(JsI`E46H>ACDD^)8UtPkqH(~g}EiuM0<Vw$JXhLB_W<tWWG+{`X
z+EU&Urn~BElrX*4Ur3nx-Yg_c7hRygBupLY``5o5BuuaMhlDA<J4l#1BbG3|bVRHY
zrlzx5pY+h3ewQ%CG`o!&rnon|s)*@1<r|JvO!@A0zGX}oyqZ=WQvy}UbfLcBsALLk
zkTL}@Xqg7^`Lagn9uUiTYLl{EA!oYtPOoa2>c*&xnI62c>0+k5!YQ@jDCbMe)DIn9
z%oKaPQOxw>6UbC@ih(?cnHu<%68AXKs%;Q6ow6^CVy4+a)NQ~>)m<+tf!*eiL5v|P
z6#CH@@4@?-5XQ5fh^<n{YXv_V3)nLXGas*dH4g6}@puG+kpaE#!P4tfBAs1eEuqz7
zhLOe7+#4!m^0M0ReXP4vWacvkHagUD4h$Z--_in@D$?vEJ6`t)$)$A0+4$bj!@J$1
zH_2`AM~5e6dq1b@;V}T0F8-XqPlZ-7$*i3^pIO##eQxn{rz!;e@3G3Zp<1cN7nq-f
zzXh#&KAAlMyY=|8%UNN&rBAI!nAC~%M7(wu)z8kxE_i9WTj(X;B8Qg_PlhNUyX!Um
zyh6AIx{KPGUeck_^!Ot=eMH(pc;kUtA3lP;aO=>wpz{<vV3z#HeEArHi&qs57SxMg
zP)Hn_?=`6rw%3{|#<<rw&{ssC-dhAGUhvu`CL&zC$YBD!&^l&Oji9>6OJV~bK|B}>
znuILoavYp=aDbcjx_DU55=Xp<v#263zX{=;ah84yFmBs%Z?-Dh?ICu^u$KkrtE*o<
z35Z@oKwTW-y~kc7ojh3J&akZ|d~yT-=|~>OZaIm>GgNE(OkAukvX@4wcm<MiE_K&<
z{Faj7y~fL~@)lj-3~j@wn~;oo@MIvB!b^t;JVks2#d&G@l1AaKUUTwlLw$`L0zI-5
zaNewZki7~wd&`<lFcFbJV#q8SU?H2vU5|5m`dFFG2e`SoC@Ye^ndM?0MdD73MAO-a
z$$bDMy7H;eCNT^q!~6V0I)3;R+w|O>x67x9#VV=Do4H5Y!MhcY*&e3(8@<F{R>Ta~
z8T(=3)C4vzjGu(2WFm3s@S@vu7W)V8(USVY?xC0Ci1IW5+w1`(9Wr0m9?DVt*I!K=
zsT+CvBq`c61sfO9CZs@w^9uXuOxiP8g?tw|=cGLY3uXyv&vaqkbe}72u32k3Z={=>
z#x8Kd7&Yw~zf(e2(4Jv6phZl_Z)Tda6z&Eo%C>0sc3)3n#Ia;7FG#`YLi-hx=YYuH
z*zXilYnPcj5>_Ta9{~F;1!*FDUK7IN!1!*t5?YsSmIv_N5+w=Xz3k8?wPTW;Wqwox
ztEH1#^T~Zpb){zIsvc*R4|R-GZk>#X{c^{Tgh-B<0Iyt*UGnFdEI0!=+3;7|`;)RE
zv8^U4pXl0z7C)Jvy$)wF&5l)+8)JOqIV@QWNkZBOQ!yT4KfU8tr&;Ro)KlUqqu@yb
zj>}mJzxr9PRM0AtZHcq$R`t}IX8=0STWBF89X4cKV3p0~WYH;Np?b;5g4#+E(7~6w
zQXjB;#?*>RJ1jcMgtWPlj%5#j%BP4-&WwOBsYIICf&YKLx|Sp$DWX$va@V9op&9_s
zV4q${yAxnSv+iYj98Zw`*fYLve_eU|2;!;^bH+x=)|(xjvb_te<lCP07C%@M`4$3A
zef-MO==gGspi99kMyupLWi1qdt3l7nm;4>D;zX9rU#)uY+pk_``=ACyxy4mx4Fe#m
zm=U+pKK^P`hjGemSKbKiSL|&74GDb<<0CN&x>@y;cb8d%t4$t`Iptwjx__HEJgJqA
z`q5pkM6e5Rhj>mxu~$YiZ0>W@*@{JFv4mu%`G#gQ7WVSJY`HO(!L-M0Lb3G8!};>{
zn`KG)RBfT84xDozsR6}g4rBafDxZ#Ns$}muf$FG}aZDHj1qff>e5S)&;Nh8U^Iq#{
zo_!vG=bXb=>>ZdxGCd(&2`sFw&D+;l*)fB2^J?HDXqjuAW>X=*WD{r?d;gij=|5K|
zu32Wp@=<@6Olg6v=!4~-91PF{D0nym$ocMf8%IG#vGd@AOZ@65V1w#lD@?-3kAqzw
zCx`;zjj;firNsuQ{%F#vXWi?!&JeJ`IfL7#^K=*5{VH=>=L@GJZ4^(veS92gR;Su6
z!n(`6@UYVa99TqEyWF7@IM}DAPsL>D(X(@edM0*VJ|~2f=cXNYKxn~(Cl78iFXq`t
zK%{HU)GgkJ58gq2D;95#4Nb(feM86A^#yO4yuk(CffYjL=+W4e%%fQN0@Q@k@amEF
z=3Vc`*|-3Cn(2`J2k`Ra@V0{oDHQ(p$ZUr%Y<~7&_Um)@z5JFk)d?-usrDw6>n#_~
z<J1i#=)cRVvY;+_D|T6``dBHZmse>rQfT!mO&k6(%0a(uBKijqmv-@+fFxL50V-A>
zCi-sRf9TkV>~U8`e<uiA0RYP@XYBy`9b7`7<~|e1L|J7qrLE2mlZs1Mv7yu%xrs~B
z0pKnu3z_$6B~r6$wQDAB<+Aen&0SRRR3hzWz|2;yhQA6<KYOZHW9)e=r-Em5haA?s
zPpJF+=qNPbg+!D#uTrk2HYdCJE@8sik~KfVS<QyDq*7_RCsF`@rlou}PEtpQs8YJi
z;v|2DEA#XG`Wfy`9EfrkNhmzk&+I8;{Vp@>VFej5FC~7Hya?|{(|kwDCfnMtE})pg
zAtLjgFN<Itx)ZUKHK4dTv6eM8NKTvGNX(j&8><+HHs4|LJTTdQhk4SZG>80^-8H5C
z4okunOOO&;FLk4|-yw8g{m=|)mpJZH)EWQ}I^BGS5<euwr2P)-L?`0eCi<=Uf=s44
z1a!y~poB~{?~zXS_^{s*U{1T$tpSlTW?LP~Fo6xe9ADjjhmdX~Wxqo`m-v{JG@F>;
z-F&B~V>26xqHJrLxe(xPB+YkN3bt&IbHwzQ$ljAVQcsd52x-4VNUs*Yj$mu7-F!z4
zjf<#$hrxz!NBxoA=yYJyPN19bP+05UmSVmmt*s_A94lVqm*-%<Lmkv(RSQW>8{Z=V
z$mTl*2=ko*Qun~#{uCegS}eFKYEhc+Fh^uQrTGq_t(fl+kgcAsxT$WnwX2%%5R*Ae
z-sVFW>-6oLg|D*$Y(K+1iNF(=^+3+Se24v-?O4)o7P+p_W{pT=>=LBI#g#sKjmUtl
zD{r3K4WC_I3>}iL5Yv1|n5|QIvzS99E-)#D<x8E}0(tGS>-4nM;qP>RQlP_^i($T_
zIm&NX(!FShO}XM#3x!jq<bsMC;1GyI50#u+xmLimBBpFw@N^lrjD$;r&1OEkn`Bdm
zSYzr-gu>TTffma|tWseQ^Bn;sUUu`HpQ{0vh<(Y~Ka{U4M5WdQX1DEbl2TglJVWc$
z!ea9ssygWzWU>Br0Lk1g&}#ip+CW|1e21Un<Q(QZJvV064*+FIO4#N*1125p-IJ3U
z{`?RLo@oU@=;-!4)VuPHw(WPMr?wXJ9jaGx^R>lt`s{FdF=6wa0H(1fBGN5QY(y^R
zJNgipwj))s;S7$N=zA!(M21be?}bWcelK{B)0;bVmc~9|O`dm0krI|Wd0OyvDJMe|
zjpD_JEO>f2EqJDaT~^87O#-$B4`rM56uX8_HoU2=vV4_L_Hz=rXrE~F9I9;X)q+Qg
zN%LKz(3{#<81Q76_B-l3Mr^*rBzS|D1$<S4>r3Kx-K^z_XX|`JOo=oy8SwOQH{j`*
z4S19ayGFAh_U>zvwBTV)=(aE8kV?=kcmgRFJRPzH50jw{NoIH~)bx8rW!E@;0hUG?
z1=_8ieM+9t20Tx=iHIBqJg5NL742!jLs2PG8FJ{F(^ZEq2y*u}#@VU?PawsBXMi}9
zl(426d>RMpZotF*q4sUR!!qcExmam0fj-;=lKl=#DW3&lzr%0yg*WYYdUkRiP9SFL
zEM*SeAyR5^v2Jn(i25tDgz9)Ik;1yw_B$*C4N1~|N6p#VSJ>~A2Dkmrk6xh;^rNe2
zX<AKl4f`EJ!7mSiZSK>)!hVOslp>Stp|6cOW$TC+p1auZaK7EwBs*(99vISu)?Mdg
zscUaGdkXg`1m>;ZhiO6MF`?haA%o8zv77H`mcD$krYU*VJz|>g2s-s3CV}le*p^oa
zY!@U1wiDXD!0vMrIi-TM#aX;{fo(X^G<VUFtdwZ;9m$H$dUp$f?QPXsZp!fkEOCc-
zT3}nqS2y1&(Bit-{F-6&9i~fyY&YMbGNtI)y9KtR`3~!AZ>RP@X}u$r(*jLwh(Ofn
zSUz_#?B>4N2tuFqwRg$cCqEliJRj?5y`x_F)y+)!G1}$X>W2A|mCJ46>@7$!w%t)f
z@Yq};?P<)TRNM#CcBepRNMqW<Ri-<Z?c4|3oxW|c?T)^^e}z>}uTldakF2oNaim)d
zhD~=Q6T7Ncgxn{NT0E+VZBBqolTCMCmG{f~)ckOp4Kb&%c0e}Uk?f`(4Ry7EsZ)k7
zp{#vS%1Z}_(0@HF@0CV7{2@j9O-@(J?X19MLSP#0SdH+mkq#B!ly>fO*0X==lhBwW
z+%}u$9wOU(lPg8z&U+}kfT@$(d!*#F7ihC4?S7d5=|^>D8kZ%#i!(z(VwKHKfs(|^
zeMs8uC`><+9k}#hn<Q2slyxaFXv&abJuKMt!aFq4g~Dh@yS!>v0Xa=-iFD>GwspMv
z4ug$1qJ>fRHkmt`ng`ch`j*{lM}Un6mK55yGv02sLr7*aYo3Gw={{ByAsU}=puu-0
z@>-K{vMp9SlGE%)I}D#*FsX+A5hhcg&D%Ub@+XZM`nEJ!PNN-G@#S@PSt-^WBSJj<
zKK8oN&M$_jc7}@^V^5jwgnHir|L0hH!~Y1=v)EKy=afUZ9_1KV?+A0}lV&>)bp81p
zI>7*ZNd<Ghhn{musUo9XR<6r6K`fiWXb19-vV`-C;(E(fMjGvOAdPkm6{DRM?qiQV
z=L@Qdp2dpiBWMqrZp4YpbSrJch|SYkXl>*1E#@jtO=mZb@J99!Pp2F0u*&tKb@ttE
zeB8;%dq~M&Abol}7kOo@^Bb?g_A<epzT}h5P7jyq&Cpcmw}_VW+gXg(Buct^6xS8}
z^qoo?jIjJPiL=cPYiQ}#IIP0G09+%X_Ih0<(q;P<o9sM56J<6`cBpqsrfJyhP>Plc
zN@24@z0=D~EB8uE(b;APolv&qw%O@GEPZ8I98J?M?(S{@g1fr~w*(FDEbcDB-GjTk
zv$$(;7Iy+9xO=eV%=5kHN6$4iU0q#uS5?pU&U8=v`U#PPXHrC)aNGLV23F%Bvn&6)
z9bu=U@7?nBqSi3?rGhihV%3$IriU#{7Sko4*O#r12vsD2&4KY*Pt}Xm1lb9w<a5Z!
zV=lKX5GDDh^CX3$*$9N0?UVh5Z5}SV4}KG$ZaRZHJwISo$1N0T>7A>4-CqjJ(D%~f
znN1)+AScekJv9rUFqryDALH)y9)uBa`ers)Y7eut=t$9V%Sjb&`CsKb41*Bm+lXHs
zU~Iq|)KyOUl#T3WJPc&^o(x@GXb3{;6=}R)!RLzIq!;RJ9*lg#4q~@>auYu&+D27r
zj83ptG;D~@cZD}i8bYU8N_tfzn;$mLFZ?v$kr--2ZNT~N21;R^ND4ZNp!+s%J`4Dv
z#wqPh45=2=fnoT`$(B*Q$e;VO<+^8u*2hR0D?$z!rj_6o$@NYaO}D%P@dI^3FExCd
zdJSqDV{M6r#_lKCZG(zBEAPk&)zArb-gSk-{$hGOdSUr+ZL(*_P^X*l!klx9!2Rt&
zsB{mwA&UyLSX!5|$9!5CDB3Bnd}yl6!Uc;8_zZSsPm=BHljb>bz1dRH>v&v=mKT%@
zPc&t7!`yA~(__Qi*w9A|e|hx02w}+iD42iUy~08u|FK2={aqZ@=vQTMj%H1uJ8JA)
z-)jswiZJWRbBbKTOuGC))ov%#eJYQDO>4mw5vguwm?=_X%w*@r%A*gsL1`0R5)q+!
zaed+6I!Q8)<cc({SU3)Mq(t-5)BoOkia3OEut_=+>qCvx;EhloWAH7%+h$G<>F1hX
zs_@ziiqlRxUUweBM#N1yqR%?SgLAk2&9Qy4$gy4eWTVCMYyZQ04ap^xx7NC0jg}xv
zE$JoLMBi(QT$9g^fyGOGeV*8&6E@ts7lUvruOKhp@S0=3M*k8#Y=*q;is;*M2kKnh
zvXKSqCT>2g4cA*2?TRN=a*VoG<kj#BFS;UPbuQU-E;_U6br;RTl1aui?x~{AzsJF}
zL-MUaUFIenJ15EZeW4bA3PES&{!uz3+rEfN&y;32R9+d;WIQ|2647;zJ&UT$$)3N+
zC3^H3#)RW<$zOFicWgw87)YF&pmOV`mc<6DkXwnac(A@F)W~%CXArLllgkh3OIgP_
z8@mLycwmT8c-6G+O4_X24lecxtD)wPK{qKscfB$iQd0~-Ls*Mhy*H{hSO`SW<CwPG
z%F!{+9Zd6Fm|0q>#KEvwxMB|8&EN9$?UQEN=01#i<m${dm<=te#*$d1PWe4@?AbuD
zezkq|F%7@$nnJ>*fZ7@hLsmmv2>Vz#!6zcoMoT{*hFFl|p__eEcwzCwjGN*x@j;F|
ze<O1{2@yFu*IJswpUM7A{@@}A-KRVz>wB1!3loNv(ucCv6chClU+GzfnJb~@-=8rH
z4P<zKKMTe>J9hGuw=X7CY|kJvZ{C1~^}c$FpgW!+3R6gZY~UYGs4#5zvy{IYZgg%Z
zOY_oLwX9ZLyScVjWw`LZem~}LHFowICg@}jdb&BQ$-a4GAVldN#Fnn=ssL}ED^T0I
zg&MmwcW0OP!(otbLmbJ4<*Q}>w7rwIRc(@e@Il5zAnk3lb#`NM(hi?<X&hvK2v}`u
z9;Db&V@xn#Ac#RhL?F+!9J^**yF8PkZP~VC{9Qw%Yxzg)g#MMx2#wF1t2Ky|(vPpw
z5Hh5|v_UQ~l4*4T=Q&B4kizK{rHXPLu!*smIEbLO|727=Z7TKcn2#yRAM%EWbZ?vP
z{wOUocdcG|@)R?9IiJqo)FDkz;Iu~ihcUfjiBwnE`UwA<=*fVV=>fiz9jVXgX4hf#
zz-xd+noivHAZ)+SC<0SMhm=SF8r1B^w_AVAp8fb)eBlOf{i|f1TnTX++SHzX2mC}a
z@6kUCu{yb((Tkf<CgoS*=RNxr6FvKtSpwV^2M=za{+phWe`xSVl>!~%m#}_U8Vj+u
zLu~l7O}FG1c#r#sUw##KduH(J^fq!1ws{?)08#cY>9dGD>$mF}?SS#XtUGB@j3`2x
zdOym2<z-e0`Uidys<)><7DBSSS|_VQ;tFNvVLGsH*#D6Jt@QNazWmi!#XS~uchAOB
zcL9o!3KfTd3R1!0sLjyncSV<MDA$WA8<@h3ML3DjMYzAULMljw07Ipaimpe-tyV65
zEzd{&{skKt(H89r<m>4d*K7%pdo~ovIa{LeKV~77<K%Om;90MlMYu0Eauvw#{jaXs
zNozVnDp1{?&e=iW?!_?Jfrnumn8raHnBY?$>Y#m|qLHS>Fz95_g9q2_frdm?TpH<Z
z8!5^2M~2(CG*w(hvKBsEV1ED2-#HsgkVOnuU6Q>5Imk#A7YSVzSGQ@|2FB17XaxmO
zD@mq`70AEE08%^9%{d#Yeqxs=`1kig8!3S$R)D8BmmZ5G4=B0xP{g_PaO%1AOW+Hh
zJ@|PWDU%Z(YOW+z-2J;z8!7*KAr%w!H~=vDR>1yEQ6ZH=r*#0D4Q$||5!R2-z>*r=
z>&|(bp=#MTpwsc+|6zB^Bgs?jp1r%f%Tpwiya)#aXczP!piULY(=Hy_P$tgVR65;&
z0Re*Y70CI2YZk+T07Q|8pN@Hg?{0Q^p#84^Xnx28y#EdXzO&|@T>60s0ORZ2AOKej
zE2G#&IM@@O!M#D7kfu|fVBj-|jmF4$70A#Y0DDioDy~T}-Q8I#g;9pC>IEir{ZGIX
z(ke2gc7O+vErG*JfUpWw#y8+B;!G7+!1XX=F^pP~$I~TS-B-pdo5LOV1pgJnYup20
zY;<!jgd@|tMSuEdv62b`H_|2QOsRyvtup<Y8et=UKn^11P=*s}>s0|?s>b;Nnv9|{
zq4|rR)=xe&((P#qWs}NWpZZ7a7`D2<(s%GQ9h1*&Q5d1x8U%K=Co^yG%2M9)ZmEe>
zs$br9<kqy{cX^=;^mx|JgM!sTu(4Cg19c~>&##&cDAW~b8=Q5`O9w}DewFdVaWl0I
zP?}{0VGJ?{Ie5`$jwCEU{N-lc><2#4tZFaa7x5k1(b%TV?SUk>e80LpZO>GjM-a)5
za>9;n>}EojxHwNIiH0%NMIPVX@d;TSw}if<EUgdrAu5vju|VN$jOCW|VvZ)lR0k5j
z7|8acX^xY=bJ>%Kjk1TLXuWZ<42R)Bx_aKYAQrW+mWARA?Zy#e^N2}GlIdL5k<<&j
z8AWPbpTAjBp!B2BrMz*O2%QBI_i4W-DmS2QSZY<EW%9~Zp!L%KeW^+KlE(#U`E#6V
zy1hBY2%8tJQ-M}0i=j#k!w3|`GCx`o0ZZMdhe!>CjdslnG`p9pW(|Z!L!f;yKnAZf
z4ojIhPfF0=9;XJEi!3vSdjDExgiXrOKv?ju(Lk`jL8w531~}<ba=Dz%b@RA_jNV-*
zsl-GA@l=TiFe!4mYB%3KCzB54_EMqo#RV)S7JKrz3g3ZdRO$ceAzy)}FEPpp%h<Bb
zDE;BubyC9V2IwK^G8H=U_*})Q0?jf1G!<G!K){kpJ&y~>DX!H2Jq=BIdmChgwe158
zSRxo@3}xdoQY9XTQL8{ZzSbwr<02vgSmkrrg*JCnp(pxsxvqbOYDA>fMxC9>y}zrL
zX;+}FDfa^ko@`F35`&Jv=5axJ3tK`xx=unV%>fqbg#s)H3yjiJ45N(F&&vzH07Gx8
zPE$?C=UEmptwnOVj?vxRCwKSN@H>A3B1E`_EC+N+0g*j>fEq_yLVms`P{3YsLBYTQ
z7|AB7cA4|I1h(?H?vY$4)rbB6{nnAKKnv^Ah@f*z0nlJjCH5tQregsBwey@D@c6+g
z5hDF5UX|F)1*n2yQYCII@5$wY1eOX}?&@g*az+^e564vqSspX%0Z6>3Yvpn^`gCg`
zs5k=FLJcv(HZc0qCL(E$eU+t52@teA4h0Kag4R6%yGXkddN?e)|DoCDoz$6Epozxh
za@{w!O}748gAWxKewXM2m@Wi8CxPMIGHO{;mAI0qv%#qW?HqA0jry?lev-<h#)y~#
z^aWkJ0gcnNR3{==vhO_2w8rJ0%(~Fql8VdM^4M*$_pkw>0ZniizX44&rI+j8;yk3t
zilgZ6BCTlF`Ee3rEzqsAi{`a_{XWbrowrM)rwUx%MZRS2<%)~#G=#ZM_;x?pi134{
zhfBSy(AN?PC=AJLj+ibFK*Xt+77AHHaR^yTd`7H5OML)<BG`uD1K#aN2k?UG&*O4l
zd`<)Wqy00F3uF!WcYx8-c``{O81My|DsfxQi1Vj0WfG6xc4Gm{V^&BW*SYbEY32U_
zU-OC4Kv;G0n#7`Es6-R8glK_0CJT`t4pM`^k^@2ihp+;Tle{rIQ3CK}z)%ZjgckD`
zugS*1<;Itrzkrv`@10!$8ykQ%XKReo76Q3k=RScb6=*Fv9C=(=pim72X~0vuqg@&Z
zwlZ<5#NIsBfKJ%OKuT)-7qyLmjn3~is>H=jV)z@?8W99DgsQ}cZXgM76VR%z9rOde
zL2ugJ3uRD)`=oj{mRa(h;0V#M^8lp02ss=*t4SkbBMb;8`g2v{9%3LVOjd7(8DXC`
zM;V7}qdnaxv6B0~y-xv2M(HDHx$9M<5iuT>$Mq*l7YMX-AXs!CtN=)oLWPAa3*Y5E
zCW9vLNt1KA)LSlrbn))`4Gawu9+ObJ7pc%|K&lPwrcwvZWf+pPKm$%VbB)l5n7OJy
z+szC{_y!D-oepj{(~Yr9A{|z19(ct5+#`O9FIEG$94}Ux&YnjaN><*+azD|a{S^oO
zazR_mI_FnxoPVs2-@|&3)};8UEi#}L$d6DaOe7YhyJ)-7%KUK{R;QY$Bsg^AI4YJf
z`fzBdK2b6o&<34xOtE<>(+FWgc<}B+?!&BaOw-kw@?3C!KH^wbgk>4E{BDqnGMY>6
zmcg*mq{63glh8Sg{P1-$SFzeXf@-+uctQ?!#njL`>4v|%xkKua#t!Qd<|8ZJ7kA<W
zV#nKWz1(mE8e*R``;U!+Pr%$V8AnNYl7kFgB5of&SBCVTi?t!OM;CD|+g+hM?nT5w
zD|Y%ntxE|UE5@xCG-9og#l|&IKAbOFiS;XC6|KrGhQ2ao1qya2NeZAZ9G^?JHS&F(
zQp3*5C5A>aFl8Yxp1N+LCfyR1$$-w2T~XO1&z}0Q;EPu=JiGA=PD}b{N+j~hkFdjA
zv{53diuzB`^4)t2KGx-LkQ6OKaXs9uzBF(gp0pQnlo1|#osNmkc-$9uhDsD8b|NTI
zj7&5dzucA)Q%hGeaf$TTwwdOqQz+G}eE1L}@Dl?i@0Q4$ZN{TV>2!JeY$35Rr717<
zt8|v3`_95FjY%rWZ}g@e^Jm|`p9ihD{CY4YJU%aDqkQ(CmfuBjNejD=5oOE@*O@+C
zDK6chY{lZs52arCwRXIfxJTA2rc8lj^cdCGGc1O;!h=;0gWK_Hf)9sN<_LY#XeoBu
zE~=IG7A)GI%8;tEVE0FIRqzLK8+|SF-$N8>7Bz`TomYa$V<_zjQ@aq1b1)%7&f<@#
zql)`4eUTm5RuAtK`($R#>hM<^Y33*U<W=2oZa(|P9;X-qWlUMUogIioQW--IrRU`!
z8B)jr@%vJ24v#<_5l9Y(Qu3836jek27kO^bBP?I@to&hgppLw%lrKWNvx<wOw&IVs
z!#vLCouiBqF`kdK?nko%GDdtSEy5z`Q0$oaRzn%(f8$)Tx^edO)vR-wOAVpoTDUkK
zl?8^Vdp|<!g9U-rVusDMFDqATg9Z?%vYGPBR@0M5BV*`B)e462`hk0vKdd0`G^d=F
zQ_IU{Z!W<LxuE7?1LLke+{nJJpNR=$mtKC9jx}uV;sz0{B&!=Qn=L5pcu7xZk6I6T
z^@6*UVGSIcr<{I<^iyG1X;V%gH`6w)8L)^@R>|CjTTa0yisHG+je$9580~HwJT{7*
zId^V!CI75D7qBN<KN7|#$n)9R8~^>+<6Y4{_MtAgjkc`cyxTp++R23UBJ<ci?Ay=7
z!uwy+k(3MaCz1T$KgRw>k9<l|nreoAL&4n3ug14dUbQFi>_%<enK-%1Y)wi+6INkA
z(8WEO2}8so(-}Q6PFMHoo9Q-CzSBMEs)Th=Q2qA9(GZ!F7`vahcVA-$PvHB@UTQdL
zB8ByLIj+<+{%qM>-d7DO2)PViW4h6yH_P(9pQR<DBpsVyeuO$K@{BgB@q1MFOE{7d
zs<r}*SL^k%U+Do@PvB?ID>gfsUFru4a=Rc^?O!ZOQwIt+id3rKZ%Tqn35=kt!+%XJ
z<%@Ue3Dl<X-<UcH8ztGEJI<d&y)-pSdsT)H%b{3HU!bKImR(7<oB=bh7bpXLR*U>=
z#nNTlz0bTZ>eHuZkqWEVn)}D@iU$m>!I*67gY9~M6n|+YEP5`jh)J=$E&p%+^+<89
z;mNx71+`*YobW{DW%CF2VSR&h!{LW|`6l}BUp(*Ab|n0*RXVR#Xi%X)Hy6xRYy4Y3
z)Tu6z_~$D%TZr@7x%%h&7xp)~rmuuaQg_J%F?*;KW<mkjUq`+y3gx^*GfdbV3JqPu
z$k@%9)QhjN?JZl>i$hGcPEG1@_qmfZ&qAn>8KF@wekGT@Dr&!cKT*<QnlP{ytZ$M2
z8B?a>z_l8EBQ-kh0kcJ&)u}2`Pdj4p@Az(QTrIC_mT8^W&!tr&ew=R9!HCygx=k2*
zHHu-Sy{B31-!<<F&OIYkZ4uB<in?>-66G-$dzXz3SNVfFAZ<1~qx3a_rraw=o<U&e
zP0!N1CHOJ8Qx(*0<nmjN5n60h)i|%SUUo~y%D4o_dgAoAtCxbRH55~ts9x7{-asp6
z+#Bzb{^^efEd=zuPF3YgkC4t;<CGs+(;nq))&ySv$QrCdIw|B$>oJo^sMCu5b!OaW
zaC#j5m^xQ1Ec7vgvWZkuL9?ft-?Llm_TSf1NG+yt0>k3ZUH>|gXP))KD3e>?c*M6v
zWMpFDDI5y<b=BheZFq4T+XmIES{3lfUEiz_n|z#?70Wz34`^v8)mAW%%=K6W$7Zrl
zkJx8(9ue8>m0yafq@f-PQ7@>Cekm|}oF6sjSY7TUyojzPoV^T)dSsmod2+0uHbAjn
zoH6)Pv~8XP`<yzcf9Cr{+H}z6K~B_e^<C&~!<NiRdD_sLbQ{(yAc%oz){$cE+~NG7
z9oB7ibxDnN>%o`>G1W=mYV$V&qfc1J9NIvtEX>(}VTO48tfBFs+H$F=KBq`fDLw%R
znUBSP4*yc9zf|spAZ9O__)ZitNRVMq6OBC+Z<tU`tvnxxN}u+mDlDBj*#>>c&UrP<
z*zxvzci+C#E$6{QYTTNtp_ezw+2Cik`F}?<8%wbY%PmK{wDsJ~EG#x>8gsQ-g}ovQ
zgcp|eF2zM2g!F}68vkBu*oqU(;oE5OaQ9m^AuBqn6aEiK8(maJE3vJ8w)3E1B9MZ;
z4zMlF^NN5$h>AXD;q8iFDQ!LB_<hRs9!c24sO{RJ8+V>z#im67Aw$O*^9mY{o3aq5
z2}!c~E)Zglh9h6C$w`D7|1h<_3(8P7Er3<ED*TWb>pntQ%1O5#V4CnAyP9v;u$DXm
z-}~%53NKMSdZEhe)!>y*g{W6#zpQ>;_ATCIZR#PTP>b}Lrpaq>P&EAaNzMG9U5;AL
zpgbGI>eH<iIkLv;$?Bf2-W9EV?$;}Nw>3mF_13a!^cwcjsjX{?JC7v+XQK6#E(!@{
z>6g!u0^Ulx8pM5Z<(Eqyg3p7UQ%fG{!Bao%k%y3;o=3(>2s|8;2@J1So~io+w;1Ip
zd?p0Nf(+o9oFh@=5^N-+d?y6yPwS_pKlg{wTdMp1%%BX){_3P)prc>Ub(Boz)Ane2
z5D4vI`+nB&5^dG6{A1IkzCky9R?*;Sgg?i>@O*D_M3Z<bc`m;urE_*YJDg+0(vfZ2
zW9~_x8j+@GtOys#Mv>mqGZHA{ymqz<?X64$M!5tuS6Dmcv!Hs(GTFXAwjX`YLR9Hk
zd2dGv>IU^Glhi+`f$sL>%U)JgKPPIb{pB!1b;?UyRNinYHKgPPPPs9A9uW0XeKam8
zg50ZT^?}zZ?^c9U|7KfJ7EJ3Kb6$4*yXx^+aV7c)YMWl!WR**xv$jLNmeUCbmYj9R
z`JCw$c)2JY_I>YEww#Yc>6%%|5`}x@cgnMIOHhsB<)(U%nwp}%N6w*uy~m2ETW<2l
z-w}!(qj`{Lvr{WS_#n-Y^3h$F)7{Y*hs(*3Rp5H%wSK(EBfxj@`}dKt5^Z6pUObu)
zhC;zP?X%TXtPIg-z@jq)FJRGG```b+=*&QSxJx5Vq{!J8_95L6PSQ{0y9Q)P|0st1
zd^~AFg~9u53(Y?7dwr>Xg)@zGMT2o-DxEP#zusZPBZZt_i52JIuDdGy8L=LpLw(9p
z6?o=ObA5nyW0mDyGf6ny4^~mzIyjp$w?H}K1nV^5OWW}N55<->^)~L#A3yOGDF_$J
z)BLYHIvR9Sl%^H!ly1Akq#oZX%o-oK{olX-a#V9T`P4gJ>*4d8DOcjMK?X(blrX(P
zg|L`-!aftjAe`}HIeArwMxSf?0ocXy#H)I7MMpHCz&Ni>HENsM<}8Guj<d85_p|59
z8hio$OvAQ#wx!UF{>Oo*3xhcZ^%k8SAx;X_8GY*sog6Cp41dEEU5c*X9aWpNRWi3x
zSh%g2eX9EZMv0amo!eBtKvqzfx>Z{~8-icihkAt1W)>eyzcWWXG;`U%IG+frYahEm
zpCHl%HI$TH>DCthSa<K595og8e>?+w)StF=BRG6*?})sfZ-rIR=hp<CWeQuyxaqq2
zbL)Jt#*#|gP|XPU1&c^!kO7;d%}S+{(Vn_7YG?@G%I(ZdntK-Pg2QWw^43P%)6hKY
zhS78iGk57Pxara}xXH+@cC54ZvU~nywHXZs1mbGioQVPxOK;S^r`+8?E=@{jdKlKZ
zZPqBJxAgy5B=s|<#(KFIbdsxA8l?1%J(e~0CAJq0u(6FL4mwi4ygz^2eDx&X^kC>T
zFrGJdrj9OU2#DYeE{P^VaC9CEdjA*fr?u>>-hHLK8;t;)Tc{POUo0Opr>7-TiN~<h
z)f#<>9z68BmpS@wMNOxDKe*A53uWKEga|REEk85lGosTe*dsGn<UD+6@o0&*tMh6?
zRk-mOC3{UyRlnlNxPWdH$&ADI3;UU({=YH=P`IZ=R3~I*h9+1hzOasT#8ZAl$X;gb
zz%tGb9tO@~n}x&Eq1)C_q|`JS>~Y^3Q<=(20mp>uKyK~vR0+0j1Yd=B<f}jWJPKgN
z_Ds<<8q9gFsyf{tFJ%@Rg}QT(8qNM?E=<W{Hj^^U+A1G5|6^wJtG8q&zZ+)IpaCmw
z;)i;KKN+b2mVV~hqxX`{!qSXFSWP0#i2+~L8G>jdn)~UCk0G}EkC|+ksIL5^M9U0|
z%8)L{#3NdUGsv_m&%uouD#O`z7mY;%ej}7|BfKPkss~ZiMwVG;KGwWp<=N26w1`qV
zd=XY&7e+<eq`{Atr0yYuio66QWsCaFCz%yxj@63;mudZ~vjXu^em_idc|?z1DME#D
zcq;f#=HCKUXNR{E<TCTCbI+B-==IsKF7~8Ji>rJ1(3fG9c<U|Bw8{4m<B1yZ1W@hF
zL5r)*vd_@MAwsC_d+vt+e)Fv@e)8eBC|QQJ&>k_06h;|ivu-G0o4-8wxbxjLlRNi-
z-qgd(mp}K|lC5B|uvbeQ!hGyHh-flVHGV=9&Z633L`J;X;f?=}Gj8;)9i^=|u{;F9
z!V37_vbY|s@2r4Rsp-u-$J=P90yLiE7qj2=c}WnWL6s0=ID(x)m1ab0xmgvir^p2K
zPe<fgtwVHQ%I)qhD|EdS&3*rR9niz8cPK<h=PW%gCYIi(H>4z$4B+e8@6%_MNSIy^
zbcY)ER4PCV@SfN)XJ(ULF32q;oZqaqtJtQjTXztoFX)mjXjCdlG4V1|RnV_HaERZM
z^&8o~R_KI3UQ$y>Se&;0(u{k#xblh0lPu5g<W0iMQ5F>xpw*Z|BWwI|q%4|gTB|G?
znop>aNRR7fc{->mWndI@C7YSp;rmFCu|u=uCB75q`<`MjcU6>UxWv|q$1T`+cm9V0
zhT*5Q*&D@l98?W<0Omz%jYlBnA=NGnVd_F#phy0JA83r)Cjhg~?F*63M(SMXH%yGB
zD{78^6xkr9oBs@*ki3@M_mcpt?VWy&0L!i*?n&&O(j8KUZI=gPJu;+B{|W^i(J@BJ
zFETz-QidhHNW%RFDi3Q7dRO%w{@vGusBVqe4SK^ymhBFcI=TCTjTMh%x?LaibiBLV
z9;S1ldTb~m(;mBDCww_*j*qgf)Gd?UNT7|wYjvpk;!t*f4^i~q4Gc{9ruSDQJ?Qm+
zP(&<kg>uDH9-r{7GftVukMEDgO|j@5kDpT`fa<CBo}fLmEM7EE(Bu(glf5}utD*t+
zpAV*M`2L``YAZV7tDQ4DJK!hhA^i1fn|{q-jAZg#>A>r9{|m6(tbEXpe6M<t`M0=2
zD8Gz#qJBvsx-Nlu;9CE`*Z#i>@=paR|EBssdc0n}PmY2#JRvYM#!TRlYLvP{&7y$(
z3=~$D7Hxbz33mLAqrd7!0hgG-NnjO3>`5tHTSBV{A6yC9U^yw1@)HMGUVW+{J5P})
zb&~%P0Nc)gYy-toq|pZ9k9~mTr@JC4=8e~4sk1emY6!`V^XDSoKm$OAj@O(T{)S(l
zCg|$<OA)@h7Kl5(2BHmDi?`ig3E8=m4%a4TVgg6Yhp*hdr7?lCWSPLw9Vo1nebo@A
zNUgBtKOyY+dghwFfPmLJDZifp1+V7c0I8OGJ$J&_!<E$40+C{*6X5G{U+Zat&;imR
z;_*un?{S$FDoCpc9<YR@xe_9z4%|k1%cNdI3Z>3;D<QrJQsFC<#+sma7p-sty2fgV
zo**j|n9s>j6EvfGQ72{B`=S*72*2)S(e7IX+4u#(rKzb^)T#{Ff?mx8ZZuQE*E3{e
z0@ERTT|;T&>%kf^ff0JOK*_(VrR)H3>>8e{q)3M)D<OIr*CMefb<#yro9osMOyCtt
z;2`T~pb5Gl{i+E%(EF+dV#Tu4D&i$v{S>~E+V~}Wg^N3}Sc;iS6Xelb2|>{ZScQNR
z4+nH4`6=A94RB!_n|596$#50wbhh$hwUoZn5blgt_zJ^9EXu{AxE81YK%BQOOTFlm
zsHhYEM)nAEcO@j9AejlQ#I1n8QD8s&40x@w8j^jrs1#1nCmD;vn%toIe_pa9K^w+F
zbTff%K8ARLM?OWhl>l!FfxZP5%lI|HQWiy6NtY#i>d<W*y{Q)m%xXn@>SM8J!)elO
zD3=^x!j;O{B?{5TF$4AfjPvx@&PQ_3ul0~Udojj&jBkt8GC5@~E)~>MN<owEuWXs?
zUmq5o!thV*DHXwo9xV*>v(ybr3iHJn#){z9Dpp1COKLSv-AO5MCVth&H1A7_Ot*n5
zXqW~niFBr0UXbqCuq}6q*T!8G#<`gt|8@YO`9w;-!CHJRqQj^sESp`TIFHezm0V1&
z)Ucm)QeF22JXiSzoEy+z1}bUC-1SkKmnCeX)dQ%C8yJ?n&+_wDGz#-1-^5Enb(|s&
z_$3#)4y?A|C;ysxS<|<7ee)_?a9j8Nmy+<;gJM}bec-8j9dr#z-G@){D@93vz@+T9
zVD!={t@xE%MMB;Uf-$5oCA_e60G(VddzQHb$^v~Z;oU8hwSyGPzH+;LtC}ad{Zi73
zJ_raX_XVWEYQ?wF7AL{dM*)pIKN#DBA1i@N<mOr>4nN+tOB`&Fq<Hn1{{Z~ehjp@>
zBf)GBt2(@Th*I%<g@8)(pG)$fjQ(o{a0F?V^xEtBwyE*zX{iAMBJEm~#_=VzN<0cH
z=hJz7mphceLuYlec67!|AT2_mh2!E+Tkx7F2JePTVLBnN9&{{;gMtjN9&9y9-S%Ud
zY-}W8;RO+3a>h?_JX@`jR)q(p__lDHkR?zPuJJMm-MeO<<PiYq?!Nl}tYoHI0$I~C
z+JX;s;!>d1mqG8Jwc<S|us>9Z{HmArV`G;?#_#>Bo%{-@VZ5OfztY$GDZb6LUw8?$
zyw|q`Lieqj--rYt=LMjnyT-Q#cd7DjC`+J7_R4|~^P8*ZVH9~cumzC;3}Q$e%Bj`s
ziHG%@>3Q|ygo|XSpe?jY9tMjl=Y=$vKn}`2Rr5pG-PQAEEY-GPL4j}*)&#3+5{Cp(
zz3iqtSYrwFxwlGoYRB<&iO0Y)=mKAfCIDNT=u<pFdqCCvp<K2tm^)jwa(=e#L_Lu2
z^!+a7m-0%&5{Mgl8FZID&)&Kx@28!(Etb@vUQ)*@XA8y%C#g%s0NlW*Ijs~&Ff%X;
za(G{+38D|u9tAmlpO%5v=G41lmx|*PN@9<m-{GAxX;&+Znuqy13Tm<Qo&B>+BTGtd
zfL$^pgHtlIDeu!}#Zh?1DyuIn5It{&_)+VtyR%nspZEyK?%&}=@we|pbuaA=SS5x(
zTosD;P0a91J|R>S)j`J+0g)BgM%z_VVg%rT=m3PF3E(|1!zGZ<`Sh5ptCWqf$B_=w
z%*Go~*9!foPBvEINT+gs$X{$3w2t1p1ez~nu?5fL%g1Z4*2@adrbyA9h*lBuA+0;{
zZq$ZomRQCD;rt)W^S%jy{aVBoKyt*AT>QQS;9TASBKVUw5K{hsfjH}i#k)Hgua?ar
z&mXZylq=ONiErXs0+mdmKCEZcGyqZeXaqmmBOkxQeQpc>t58Z(r}MRP-ZmQuAb21n
z#bU}x>RKB!NLbTlwc;O*sB`Pq^LA{(x-8m&<G%s9!+h2)RaZT)+90M=BAQSJb1~gR
zX;&qfs^y(eg4FXyxXZi*Qo`TB`6ZB!clPj!Ge$3bBz;;wzD>Ibh=TAcSz%oxARlLh
z#FjvuKiO=-i2SEOo~hj*JsAUi_>C*Y6U^1wg7dMf=64Ke2zd4MneccwVyzLYWbFnz
ztLHb?544s+4mC2?pEOHGpEv%fmyCXWcz^*oH#vN2=DTv#qnbBlr;25ncVCtE>xYY~
zW&MonWv6-vs%56gOEimn8_mB<fr&mUGEyOr{bZ6pLu8_sw)-{2ByDH+7>#Z)$0+t2
zxH{m~=c4edl}S_+_!l|+Qv@F=Qck=Lh3ofa6zG}5eHM8v85+xd$8L4BZwT&c;xRi>
zRGEsAi*T~El7|;z_I(Q`m<x|pyD^`Fav%hxk9pA&`wJPzNwdW?u`1fXmRNbeR2486
zpVNEKASme37JYb;_&oVOJsVs{Q>t;qNJAxT#BS4d!J2UvjGU^9NH^|NrE!Q&ga5Gs
zzN6{p2pIpdcBE3;79;$>t&00^6`5-hj2~aooGCRq{)~Q}zoV4;m}ukaF)-#UFu`Eb
z0HKuK{T|lXguU18?|EVN4h*`|xILX^HhG~Jo>H2(R{8Lf7a1e8XAiW7=C&C`Rmcvf
z6ylCQBIQj_PLQC%k-NJhMdD#ttJcJ&=M#Zbc*A@~&$f?>0^)?vKYqXFh7@Jizn^Tm
z&GIBQgMURFW{~oE<1_w3W^>iQKoCLyJf40+;`;s1qpn`)n1>)3TX2LJ8h+^(rIQ$T
zJYutxlcM{l_m9X|Wnqg;{vY-mj%yaVx!dFgnKRm~{!VhD6fRvTK|BOd_WOz8NN((*
z@Bs(jF@FPYj=gTGJ~D0{+rWTI4iJ;A`GZMZYcGDA1kH?!zL&T~h4wGE7i6xxa{Aqh
za}Yh@iq>5NB)F$Ds<9->Nvh9CsIL-cqC}7dhhhhgbW3O&v9L$MX;>fM^O0k%35Aa;
zwa`De(pkuQ5&Yqzo7twk3s}8<H5WP<{<R2Yq3>>Z-7?VJH7T=cZNr5{0ygikTdM8I
z)uAVzRi*ZpI-x^cWF=GD=le>>0aO=uI=@S<K&UnA#>3h#evzBrQjr(=&1o^psAU9a
zGm|$A5b7AN7<psWl66tQ+6D^)ABcjiP9&PMfSy?Vcw?TxSrgaz=4ZbLY0<P`YYJ^Q
zv27;e3GtFq^FvJQXMIJIJDi&9iEQldbq?!Bb@Oi(UBa_?49)8uT+QSs<<&N3L(?Yw
zn^)c?Q|mK7>U-Zqr<^QadK5;Xx}OEcm$dXTizXgsuKUJbMvJZv^d1mQ_3ozCv+Yto
z`*pa&K?z4%E7t5_#o5YS3ynRCTn5dSXxz_0;Y`7LOV#W&AwU;~KAR$+?;o|7^FCg_
z%*vHm=_r`{X<>e4=NX}sN}u^9PD7*c2e$a0urEC?amC^3!_p~c4(?Scn|j?2mcN7T
zMi2%9QkHCC#$JLNR&V{%DS8Vx#VbJ-w|5G?9lKiDcus}SEpO{lfr#QrtYjU<ZN?84
z_HSRFs|k`=HS_hN+PvJFK9+#Vq3e(6W|N}v*1UCpw=L(A$BHeGeVSFlN*vCUBwRXG
z^3in$2QX`c_{_+XZu)&(g|iM^-+}+tDz(3Xx*x)l&a&Wes+J@1DkL>)A`OmADqv4Y
zVLhWX+2#FU2I9dHlRPOA3&VkZ4RUIfY&uR@at})BkB@mG8Yun*ia%vjbN=n3{l>&*
z(8_7stRpNeObd|YXLtIiSC!$*p)4O16Z~T$BdnorSAH_iI4{@d4eDk#-XA}dO2H=9
zC`kZC!rYy@x}@oE^>@=c;SwY4@Ba+M+Brd;^OR;$daZ<IVP}PGGO4>&g%Jh8qjX+s
zGMM&%L?p|_RjnUmE|Lb^_ws`L>+Re3#%?EC@r^vr+dm}R<Q6gN!PohxGPVayjb*m)
zz$rc~*atW|^eZecCsgOyRnj>hWiT-axy7!Dx7~uS$`v1X9p~+`<@DE{jPE&DDB>B<
zJEF{14W=Gh=3m{BL82RGYC#{*e&P=$jE(8Ly;LV}`#P%{bt^5Cx}Wo^EdCA7!`On^
zbs!fV_}L$?O4KsaGg|bwu+%QN6vo}%l>_)-82mJ<L{QkQL+S{Zt(}UnbF^^)3|b>b
z+mLMS&mL?TRb~_GIQU(Tzr9iqa-=$<N0oCVY_2Yu%9z?w(kh^1%`vFs;_S^a;L+79
zuv=$dysdnVCsiXPn?^W%5EcoI7X*QJ2UlHmo1v{lofncy6DfW(%i9epkAfD2X(s7u
zyd9v$#r|ZdB+=a<quX78>4tfVsbPAg3qgn*Vqa<O3@{ysz!CN^Gbbfv-4y|MnQn1b
zDDAz$yJ2~r?8jNPbyj$+nyfI3O=k&BnMI81YCZp;zG+XJ;lmdA62m#e*IVnTK-A`t
z;^QYeXmwI2PG_U$!A9Qj*g(?HP~B#?eS-Dhh1~nnJPlAB$Ln}P4|TsAK!*D|lbHti
zFW&euKHqo4V7>QQK${5Fu)R3=C#$jv>+R5S2Fa<GVx)?8ggFwvd&W#qpS%`)+)F*)
zk}lHhj8>V4FEq$C;(A(CES4_*$&$5}b~nT<>}52dufUVq+o)M^x~d-)Xq>2>k!U2M
z7o-I0-Gs}TlarR*t-l!(^eH>$cc+=3CiS@VoZRp?lH)|(Pm0m)?ooig&iugB??C54
zNBh}Srfp<Sxxr($VeYKfOfFNnAHJdeC6gfK=arYNU~cB_NA}#);1>AbF(2Qj>rhcA
zhdvH*6tUZw8EoMu|8AG;bEBDXI!;jze^S3C#UcAh9EpNEbkS+jWx2gb8&pF?g+wCx
zoqj*;njTX6fwoD}X6;ihR^id?C+;nO@YXgv@^FxSwy6{ZdI&>y1i47Lkw!Zgiz|Mt
z7K;i>_c!uxyo}A9%y-tmo)5izp~CDlPNDMZhrvH0e*6@&zZRgDSc})p#ey?>Getve
zkJ>kQ`{r~Y)~*!K{|w$@Q#7%L^Mmn4tu5o8IoLL)`ruSD{z^Z;AB77uqJiolSI9Su
zhHLg|b1ln{sPfoznQ~%?0lMm+MJCord*M2<snpUhTWe(8A@(C2diNoYV-YT8q&aEh
z3XUQe5ys#&tenW1i;vG8{P0l`n&uyrkp#`0V<VA2JGF)(=TX3&>2D<soL<zMN)2G~
zeeZrIs1|8`rJrzOhe}+O%$MK2neom1z-lT5TGdW`*olAHL8YC*`2nGoh`eJBu;ZnL
zrC?kaoN$TZpynI@RcR_Uf(IXZwIH6nHV|f%&gVh<954TH23-F`{-lQD?&8Kd6t*UJ
zf)?9Mh<881LES@!N{68N$KZjRQ1t$VaT8?)_?jGPvJ~}ldbIswA#*OMQc;L><iyaJ
zO8spI=SwD5y&N(wjmgLq4*k6#iAhwWv)aSo`X@tbhF*lic-E+6klM~e-|N!ALfTlO
zBp$scl(i!vD8q`utnLyGcc=t{B%;jV_Cfm{M%`7ULHfGe1n-UFG<W1$T$+HV7z)ae
z_@f2<PY=~%0qU6gJUV40TkRx@Y_Z(zW|CsfY`lJCdpia1Vucx}ZY5;g{m{n0XGPBr
zFSSGkl!W#-XtC}E?D*4f{x{0smoHM3>~fMs=DLd-pWPjYWv&rQ({*LJE&35NcChJX
zekT+b#v`Tv#DkG3wA_O5Q=jK8^MD-89E8+|!?-?&A=8yMW{el@n-ywXvfQ#3hcQrl
zaD&IS`eAPcsO9}#P<K-e_=D@HR_n*n5^-U|jt`Wj1OCA{n~VeTM#O|q0OvqUAqxlj
zu<>7;7y;_7<M|wg$IYnCG9EVW)XcIDGWFzQL}!-buxq`j<9G&YJVY9kF4@(hs)^LH
zVsK9zo&0fzXT%DB>kk4KN_g9axBOHE%{YjS&!CtL4_5b_<RI}VlH^bfwe61Z8%x(A
z&L<?KUMH1BySStebh4me$k#NxN2?6q?Ko_yzlTv+)IG3P$0*o}h4%~?C$vjDx0;pf
zNvBVrP*fw3EIo^BFb5Dry{C@J(`AbOgf~a4j!iYV%dq^aqiuE_J{e3sZ(l~l@YJ8C
zt`#Evb-?&aj$e;el&C$3a6hlP7Le?fNi7wWJ9OFgQ~mS%EfzJBMM}eh!DIK&K@-f;
zp;$6q$>W6|#QwIP&#1_x5Wx<(ieoQpi!|Im<a5#XEdeXB%-oTP0?TV_l5A`#G9<@~
z?WR@nc{R&0tfC2S{?kCrkM2hGuZCEw?--RfXq0}=pBSr_0y-(Nr5MO7<e0EWiAANN
zZp(!e9}S+mrSGq&zRrBC)3}Voa{bNxAq=GyB)N8yibTEjBs4LNw(ayibw@$3^s-&Y
zIODv%$}a8$6#6*+hB|ga<AOsN1?|m+V1dglm1RF-1w;}$GH%MF9$Lyi&6s#1Byt_`
zBv|w#D<?ktQh={VJk*kM6Bm25><H=&+YUkl1o&0gL1O(;BWGTcG`T4ZaddioIP}l?
z%|WpE*HW0i2TLE0Bpgv9QBk2N*Vd2v;dX&JJ!sm}XqYe%%r;!xK=$w_JD=un-guF}
zBoX0Vl}K=(e|MIWm0l$6Gw+88^yO1!$l@iK8xs?TQRb_-Kh;;kc4Q%M{U)<ANCIOP
zWFPNO#quUL-Q_-4UInd?tw*$F-m^v6J&8@##4DjTd3(X=-yU**h8&{0cQrlI#Z=8+
zB-?BzPS7Wy3979u_rap%*Q!v>BBAbk@b7<x;hzf&{b(oOy^#VlkK^)Al@oKh<{x48
z6Z`}Ib9jra<J$COB}%w~9ZJEP;ZtT3|4=aY(PUQl*|SovS>=*ZqEw{8<h?Im23D|S
z#}s^h5+VY$8SN}ZtV3wW!BoO^^KN(>T^Y%^opLi01cylGW;PCW=wT_yXLQM(Df`&{
z$m3j;R%62|_9-h^ifLc}7mGpnZ7kKYcz<sk>dOJ{!SuDdrMH24aP!3)%e_#`zIeUq
zR@?GMQ}{`bVu~I0%4X|~KNr_AV%NWHr4PD6?5FmZa|^DHQH~ZVehjMPKj3hD(mSZm
zT`6qg)y?_(PE^Ox01To!sDKw=kgVxeqyEB7mbJj41mKd)!aefz8MC)uDLh;QTE_BU
z)j)V>;`$*nk2LrUze3c1gM_mxM~6Lf-WvkhpWSG?+mWfq98P}HPn@j}s$70xVyQH+
zexe7}yytw3{p*n4A;6TM{}OYCBo?rFh|=Vwe@`|E)%TsaN!j;Fe<Zg!(s8o+$q;87
zCHb=^#HNP2(N&ZQ$*lU~u;}Ax-<2w7B@*gwm1_k2*QpL?|M5mDyD&5z9bI)8VuDnn
zp^$TmEkaG*B+)g@EdNXYf^6Y}`boRe=_X4x6IPqVs6i)!)F+Nt7P^!7N<vR`)R!`p
zLh}x{x#lo<VsK&{-ivhBLh@%xsyHK~k&d^lDt1Xp6L?!#%_-AgV=uPSdOr{8eXVkl
zWt6V`(hI4^GsOg@N9q!T46+3a&#z6E1txdp3k??2irl>qpQ<rtG=8@R<j-jiT3z9*
zPfX({oymwx_tyP@-(y%ki^FOE5Tb5))-AF0(zYqmi)I$})nF*3@TV^er-Y~LY|sr1
zx=POnwx~4yp^)o%8+<wAnhtGsbt;mRf$CoNhTizO6D9d1%R^o15S*9|>BTNtf_Ieb
zY*dW~QKq4ExU;h8;Wj&DB%C&jQND^qqqA9Gs6^}`C_3~_9IP;FQ!5Ra5DBwvoV+z@
z?#$8!BqW%*{c+82f&UoAw74^KTj2azu;{p$B?8u|+mvMC_7I3j@bSYwgJt3Aun=1@
zK543#{Bw>*X|^`SWi1I25tl^Q4f<sOorqGsCTY1nh%w}Yf{>I*sfiE@as0qkDQE~O
z2{|X1sEit?vd38(r%Ljny_Wh;1+%F~z+Dna`L6gwfXAqn;-ATMrCDgt<|ZC_Dlx`m
zP`_po(Vtj$8{NT3xQ?9}sp8hFHYqLhZ0(F)s!;ikxZT1PwiEA9&gyP<8Aupha6fwx
z|3XFKjdzpB&gkG|`uo@?1<~=1<EE_@2E9Q|x)Bv|pkw%$N2A+bpoP@VQsKt@>ZPwq
z7GS_@)Pjq<a&=uR#Wze5p}-nAtG7`^Mz>9|i8GhhDDpTVf-Xf(g%pNy@gSkJw~TiG
z-MhOYA+;E&8PC_N#ra0BZ5Eo1+r=#~jzW6Jjfv4b^f)%KOSKp^2JMcH@nUZe3dyi)
zBPLs7JLOE>rNW)rUfnI^8{gIq4Ha{WjGQ)9Zb8DZZ9CbjZ@?j2QU=?lBoqQBQb~{u
zO3ti&vL1tZhswBP!y{cXm={mkLd+thAg48n#+;Oi!D`+#nG#Z7S+cVXN|G$jly~ud
zG3}YnL>s^e7(;Aj{Jb28$%W*HN+(t+Np0bu_NS1Ky-pU7(qh2As^=9}*`tz}a>;R>
zLatcfFN=aIRl@lcr;9Eh)V}wk0xj|A{8L{mDXI73YiQVprbRs>GH<PF0xL#Re+%OX
zaX0jZSrS})m}hebmwY9$&D5hH@O!VS3o%Hf=WyY(^)rI{5baP{PXMDbh*@ioS^^z0
z(3noK^6PajA7<9?mE7%;u#IgV2P-4>!caeA3OWm@a!v}mR0$bmK`^88coN0dM;YYx
z5~3i2WGQX0Yt3tU>fe}6v{86WX<yC4&t-rAW7Hm}IN0+uLH$^$TU2MF>ep-?Y_yw8
zY?opljo*x8`3+wod)9-9WrV=QsbvHu;F0E7e>yj0UdJ)aWDJE@vr@F$G90DVIzu)p
z5(PSYZRcLS$Wwe_z~wzq_<;CJ&w~AF-)O{*I`x|}e~db{Umrga3AG5Zu=EGG61FX4
z-Y>_$de1GpzY3)mzw&<<Ka#^PTldPN-OqfGAJ~Z7q@rCpndstgW~__aMJQ(X`L=~n
zG_0IX$=`Q?(d8dqc}8+E*}mZ54*49juodG};AnXj)*@_xg|p~cv|TQ4?K7bxSvY?F
zoHWKif!{^tzKNbhz>VS8b<=d?LS`W^JV3{5h=tRA&}ZI`%^RKGx-x9&62G5y-tb`}
z@Hyexf}NEXgQuU_9RfG#7#dVFeSQ07Q@occTTXaq%Q7;gdn@PIaMtir7A;%B@b61!
zq9DEYsjK*=qT%HcF*D4}6MFU1K>~Sd@{%QVT9*NJtr!6mTXV%RTX@%&>22oHL7*73
z$9izHjQn`j)V7(N%(`5_`sBAVHa|zRhc>82wd)L)r2}Q!(`H5b6*MDnOT#_*o-~<N
zK>mI%!D;idC1m+}e;z8g>&+3zUX=1;L<CFuSHCw_ZX=v?1uQANP6aH@KLu69ALjFc
zo|~Hlaz7ku^n`13mn=fxAF8JMe@^@xgx~vjmjAE$J+a}Rc|MZ(_WfMxU}-xWxAdO^
z<A1Lul`+v$9kLxBp?<P&A1&w&i0*sTe>!@mv}AJ%XigK6p>QKW)esLq_-AqwfwMVz
zgw4Lr5TW^Iaq`$I1%?yD25Qd`kug}IVQ6tj@LjeOhf2m0ONXYJa+-t8`(}us>a5Vv
zhYCjHpe1<CoeQ%$Eoibhi5fFGbv=!&&{Vp9FUL_gHgK4OegR_7cWlN?TJ~K6fWF!?
zIiV^6v3T4ODY8~*s4&}KxA|v?uJ4!Q2DwwM(BO-RrGGy&PZKGUWOLF|aU+QObDCe1
zX|soL{<K0v=$$5lVzokJShF27Nqgin=Kui;rBJAFM|fUPTA|(j<uK>yS~45sC}<}h
z?){d@x%C<e=+4d^;rA^EAg1CZ0fiZ!Jh>zAi-|)UdCb)j7UCom8?4Zt{@MV|Fu5aq
z`lpEw{j)fal^r?F2QUU~#~P*nB<$X`XLC-!I*f5#We^Yhi%k=ObFi$?#8;Q&f-`D}
zrRkH2L!o2;SJSwC&1IhXG!+MJt+pIzI;+MVL549DC%OF%0E+=IVR|_Z`u)ai%%od7
zmKe4#*>(&f3+R`rvk08UnQP4u*%Q_QU|PKxO%uU|5r@_jawC`mjaE&^OdOOYH~}#;
zM4%q6X`<=Gn7tK7-mL(Ew7HOrD8MgDz|6^x)4UPG5;)uj<Zyz|^k#@^_ZQ-zOQznr
z%ym<|EeW|J7HAgYOl|1xMN+mq3Nr@AenFBk;J2DN<X2!&shAOXbm@|%2Lo0pd+V=4
zjSDGgTQ?WZ5+tB>d1hd8-<kT&j(Xq5byYv6%DjIa!%p9?3(%9PRSNPvFQc4j2oeJk
zH9v(?M$<KSipLdL9z&holt1H9Bs8^(pPs{Hnkq`l7a$kRZt3oNWiap@3c}FFpke5j
z3$76kIr+(dCr(NC)Sp49k93iEAKPVxw_w549vAy7M%{WH$sZXK?-7c1l83W>ZkUdw
zVN1CEiM+Dkj`VL>sXjW1eLt-=<v=|Cu2*o}p!fJB%#k05Xo2y9ahs#%AFr1ur}*{_
z;XgmVo|89L7+#RG;KugC`kxT^MdBXxt_fQdeDDg{I2s=;EKR-&rmjzln=R<g`8Qs4
zdYL3jyG4#5G(Wms)KVMU4QpK8Axx&kj}N(X^#bWMTw)+bL}YYJV^BhGv3o_HyQRy-
zc1wF28U>blxp_sVL|tO6D3o^(&mDC73SZwftYEAV0*9|S-~O$r6WB!_{b}^{PH1n1
z74fTS9d_%hBhTliwb|Z~R6jis|1q@zJ^hl=8Y=kCwt}(8cesM_^w8#s)vPOw^u2W$
z+N9O9@oqDtbvU56mi+Rj&GV1s&I*PsuRcJ%TV7C^G<lB8G<$YD{m0_3E4+2IxiM$~
zA+(G13)B@ZoyxBz&j<Lf$qH65EM}Ho?AYxPp-nF!<kc$}ZHaj+80Z5)gVG#AJH*%x
zWIM!MV9aM<!Klq2-Pr3hTEReIS;2s*Zj~;duNgBe#!tYsi|p31iwyPnTua_~abtSn
zTrj!;jsDmBt1y;s9XVGrhUcYut7pd?rX8Z+AKQx{u?9Wi%D2Bo>VQgu;<e;M(bIM0
zhX6b9Ar+u!)m5MqK2(4vN_KDZq{3RkU`^4qi+o#7wjr=X6t!*gtQ6en6t0TvZXM=4
zn_}z>Z!oSS*OXn}*joq0DO0*Mc@EG6woZ5RJl?x_&jK1&1n3ICNz}B$LKWz31sc|p
z(*)O&Px2-T6g-+<n5gRslO=x#dt#~Ak<-N2lHcmBU}W*Odp5d!tR>e~2LM9HSO&ZU
zATQmR(F$83JGwDARy?{vjZgvh9FSCP^^C%1ttEFi(5fS^^<CTu&fB!Tpc<%1Uwa#u
z`G1VP1ymhN(>98`2KSA-ySoLq0Kwhe-Q9w_TS#zs*WiTU?hrJApn*Fi=e*zh-TSZg
z-?iAYXR2$etDdgjYjrix%mY~^%crK0^<Q>pXe3te`5P_y0Jzi2$eCelZl~qq*|quY
z&(LH|&(Id%pwl6b0B=ZKI)l7_YZEc&ytcCKG-=!7K64~u1N#V7Wxlb2a+|w>vQZP(
z0vXic4Fp9X=Xm9=9FYhJLwv_p3l}-~oXC~Ch>*Oz_$4;4bFMyrTkZ2{Jvl>*T3aQx
z-<3k43;~Zrb%>Z7XloI_cC?>k896yqerUOLry<IrjzO8~B3kP6D{UEI%jl>JBpT}M
zBw~P!X&FFzM6|=3whkc8v!rTg6>P-1H$G#j0TQ*!0~mi^g9Q`{FyDZ&mF=x=17N&g
z^KV_Kis;;?&b?Ld26F)=C$kI4^j*8NExjNe{>zmrq6a<IkDxB<oBDA1%ZMiNd6D=0
zNR8z!O(7te>G2h#_-`vl`T+XmE9y3|_O<V9VBJ4D0Mo})hhN~(`mEp_Y{-}QN4<L_
zijpD<wRB0NJ5SFE=c<#B4u1-!mtGZ7(Jh_w!B7=ZijfGvD{7;bvrUAa2JQk1Sp3k6
z=nP;%rBaJOg9_-YFAd0_!WuNd!QWq3`n;ckZ07|M@l)jmLN3tab<@@~Ae4?E(3qem
zH(6NOucmfS^8$Sbj8df-BFg$<l5v-m$a%9mX&oiI{h9Ko86Xo7zOINS2LXBM?_cL$
zd+%Q7zO+2sT}hO3G=0&dTS*k#@w48&_7IrnUm`1s8YL=$#HW?BiAbhKw>k@C-}tuD
z_lrpi$h!XdF^noA27mMGmL~B5+OZp80)~J)*uV||GXfI$z;^eTW;pVwR}$HlD=eVs
zmA5?_UpN|%)0`2V)~<%!K-=1A)1bR^eI5u=w3^%Awr7rrh})~wXNz54($jz2>)~}J
zzl*`{q2kXS^=+GU1^)eX>3vTX1nq_`+TG~le*XYWA#8&J*3qOvQc*Wk6gL6HTNd=a
zd3(bcR8g?j4nNsb!9f1OY{-V2Jf|pkei@!!-IK#CQtS3+*yXpK2}!0RaB&u<u3eyh
zcHRS~4~j{j*P+J=b@I3SoK^)(vOQKeTkdH2Wp)DHX0-;;WU*GO&e9e_JE2A-M!-+X
zOR^_7z-JxQb}C>DQxh~+apdtGNvwQ9i$(3rF{15Wi(JlL_aPA3O@T6b;~c-YRc80X
z%ODABunhB~);hmnBH*JsF3D|W^lVFF1vl?1llYXD3g9PPRn0KX4_6Sl4d(Q*^*?y)
z2P{gvz2zonhdSLcFQ~H<R%u_(;WOm6L@Uik&JvrN`fl`Pl75aY>O5qc<0}t%=yZ`1
zG?#Y=J@<usFN~$~r%^CM$0rVROH_iuuNqjnFGonGj{`a${u-(dTu^?`Zcd#iY7R^x
zw)6<L%y29)IYzAtvg~sBm{e0TwX>^T^>wr^S4a@OjTN$F3(-<k_vS-q<25i?jlZWp
zS`Wq=kh%F`eCB=-w_N-zZfQteRh+W5mDXhUbyxm5n;B;RU0tb)F1PuoxKBLry4Cqf
zXk2OB8!&aFEk_N%%5q4Em=ZeqFDSmcPP7HrIvCVoC+Gf{d?<35tYy|OCdjbo!R?($
zNS#@risQC?H2y6jq@$-Xwi)IZByYS^h%>#!jC-j&b+MHL-=lK<xb_WP&l$Yc7o7-9
zvT0eApKEV_3;pNA&J|5w54Wa6v%a5z9R8IFQjl-MJ}%z1;?~7xI5pDy#-fqWOK5OP
zxRX%O+R63nqkY3hPW343C$ojy_HcNNB2Y{6GQHe|b!EM>`zhvyU{kP|(nL`b(7)A4
z=>pAR9JpIEav6-pea&rEg_`Xg4OsDzEr%zTvXl;K!P?>V9S{R2#r1cGPaoKa7^Pwj
zga!CIEFyVNlZAGBXV`{PX~C8s@>(tsXobF`2Eazg>R+Q?#C@8Y+qyENWrkHQ%kF`$
zjTs3JfOA8KdL))i@aQ0Rqk1=oV}o}kY$?KHo^?9A^dy9jpOrr^S+_uGvw5mjD^&Z9
zi4XGDq7E6Fx7G2pcX(e!TkIC*@DASP<VGxLWK0!zVre<b?#S}Nwv=WRS;$?I7_<{y
z>DRy^dQVKpuM_VyH^?-!AnXlGeHPHIxs<s^j%#1bu2S0o!tHk~Ymuwq38dC~3|c-N
z-i!0dja2wTpXCPs^5VYGEqF91im&x}5cMN@2$`7*H6?oj1N_(LVrk7ujt_gJq=@t1
z!K(2ZfA@y(#h-GO$PemNQ=;e5@F+J6Wi|fZ{lJq3T7#F9RBP1^qPBbtQXpQq;>x8C
zkAwc@NUsWpAcK)0|8?KyU{*tHhvTtBjNj|go!}ZJardUGIlx<!<HOJG%#e5DFTYY}
zD9f23v!=Eyc>R;M&9&hsuhd*9qQ1=(79YNuKI8rJ2K5)Al<H?Ilu@SyssTi)5Npn3
zVdu!KU97-^yD>`Nkd91_5hZK0AZGeUm`g%CW0`U|@HPf{%l3m--l_s_)6*~8vDd3(
zKA8jtRm{EX-{po8m@$^wE?eKu-ifhBGvg%FZC91xsXzCW_WI_$Z_Q{71q=?CuXwCf
ztFAV5?A?8qt-bMW#AqbWE=NLHn<o@zA}LY&<Y|Dz-<R;6;b6Q)#!fz*>n@eN3oKxY
zxM)|84<Y!u)g(}%>&Zf|Ts>bzNDyT9fqQ%ZUA{~B$=!%eF@uDH48q<t1yM;R#o!AF
zcHao<H`t+p@weIFflw+(cVgc=lGyibV-YVwd&)$<o+3O{WF&bXDp<G7DF(@<r-^iL
z^W`_!RN;jLHbS7<8w1)M6s$u~QDZ5ber$sqhEoU$fJwAPqP|RytV;OHi3voT=JZ8K
zNA;E~sC#rmb5ZA@PQM{_@|jz`fh~k-{<#egiu$<?Zgh=&{)j4JLNA(ag8OAK0yZ#6
z9`Gcv|AaSfFD{2SzFcF2ht84#aOk&xX<sK3xEhROaA&vA=fP)8F#*uv{g9)F9BVm5
zD(Hf9{X~9?7;%~;>8bB{aUiZS(644|0CJ$u@N)Y~u2wt*HKAiy*?+>9u-QBZ^+INQ
zfEjHy0{(h}{O+=|#xnhuyeIh)DX)d>IU&1SW(x2H+3RY1nw)BsKNYqosw&6r>0I~j
zQX7n{WcQ{nZh-dJu&$UX!`-Fj@y8M8i}EPuCJ_(SJ?>xVJe?XaGcr7h9zp`|H>;1s
zLuY0{9_O6Mb6rtU=W#OocT#29>w<HXs6qlDxYfkRZm)}hIN`&A1}Bmn3|TkA$w#ux
zoafMK<q!RO`Y2&+E;4=}g>YirzO#Y+kNAxv;;NL+NsYyfVKb}BGFS4+$%);r8Dj6C
zgHK!I?t^64zgZ`_2(s<K<I;a**$KcyDVQm%T`l3OL2ERJ%mDraPy0FyT}d<EbnrzN
z)qTZy5T_u5t6JQ6aF<HSY;afht~m!iKNEe^1st@mQ!Vb%X*f?LJTDmKjR0nwSWphZ
zmqgLi7Xt+ugnKp0Om*KE`4WUlK_ev)$PRzizOmq}oD@^E%fJ4ZgEBn=`c)lvbf>6-
zleFD3QJGP2FC>aH=}~RfSyT}x_ev#uu8OMN=3w;BQPu@n47`YNR|XH6yzH+~VR3y!
zU=r}f`qfZ!-&*!d(;3K?JXyM@W-`aLk6>+=@KK08U@3mP#m)U;5rvQm(Mu$t04XO|
zwx?;i#DjEG&$2#n_Yd0vEVQvvz_XQ*T<MJma16tL@fDg5Soll0N#mJhVYuFrM1tQ@
zPHtsQ9$yN>@lMJ{Nc)iqFt%RENS@z9Oumg6nIugh<r5$dSQGVsX)9aOtlw4<$*6`~
z*(wc^OkTQ#cI5IEGalIG%K3bS3z=Yi`OawIWzKW9M2Gr2NM;I}uhhieTF9M^no9tQ
z`gAr78Fd<-a3~TPbpSqRP}0N2I={=6TNo{pI&(OOL8o?`h{pB~TI^7>dYOME+3tdO
z`O=j{%;sp$!zSlv3=+v=X^it;VSdAUFoJtg|E{Q(^aL8~ZRcPudLSwTmgibFIjgn3
zcbi1ZzL{n_7qfvF0ed8=vb^U)GSLAnPM%u@b0*n=%4)2+W5KTlV2!7^M4I=Wl^^dJ
zwn$0SaeFrXe1~0maLwIlusbob4L-L?fAkU;%#no(j{Fcf#TWCY9C$H|Bk3Bw1Zy=r
z&Etc?q!U<gW&!UM8(d?H<gH^tVf0YmzS^-X?8nF=|9A;iOT@1`&<UzGBA%(Z4~%=B
zhD+oB0n3?F(qHVD<tg&E<Xl?a6LYFtc{`vW1XHi>)*p<eF$v*9rm!DpG_GVKTPYU!
z$D@m#dnzpA($g!Hd6t9~n>VbRv=6!Jo{hl}c9n3AmMYu4dkGE7+u-ZQBY^w30)k^=
zV8hu62|nU)skK%|18?dTjissDaNA0hyBkCSpY@R+CNgC%vRbU1?6>(2z}=2x&ymaJ
z6~io$nbhxcETa&nrElrA&b2?uhA}gvM_Il(0NjK=YU~Sx<w!=XY4=P*cv10xQT}*J
zMU$DzunN((8gJDdi>~_?$tGenwW#0Z)TO^P<~z)ux~F`t_uQJ-_q56xWO9l!h`!Jf
z&&iOPyKkc$ABT#a8YnG`bo$uDGYA@M_M(1l6vh8ow{>Qj@_eiUvG4g4Arx5#p;Y`P
zCND~?T;n!h4T&sK@^SP|mcN65=A1Z>tH@LvK<cGoE=tFG&mT<pOTjeOLN;h6!A7S_
zgG%6Jn0Ct2duC7}i_|<4WI~ZWaS)K}Q<*3Ol?`<+*1d4FBz4K{6n8bAd1)1iCGQzK
zu;dL-B>*}n6(}^bpK+qZAckuoe?tm(d3noWpIvl){)SzcI$^>@Af$5gqq?V|at0Pw
zo{Nzrr}E^Qy7{1n2j@=={U{yT66WB&g{QkD_?L0+FUQ-}EamKj6OdoZzG9Xi-aL<U
zqI_!bUV#heQ$w;JA8NuKE8TC*<`+^73m}Jb+<L#Fh(jPaXNar<6H&cyYScfVU~(}Q
z8ZkS-o&=vS!m<sGMb+7+$kJXeSJ4^sj4lXQ@FguGoorgP<8vlA3>qvt@wxMoL}Yb^
z-WB<zxz&Cy5n;I_R!B#laCQrCK4{738R7?u{jPwEfE=oYV%{`^pl)&(DD!fk?~z+9
z6+VBgD1<#~#zF!%A|ko={fM&*yhdcocqVsSdnCLP^H?H<M`N0v?me2XLs63t{#Pih
z-=WS2S^_X~kJ)hVx)sA(uopT>m8aIQJ(D-n_9iH0$*DT^*lLYEeDGj_2yinl7up@w
zEcyrV_m9Ki6HZ;;__gXF97O22L&r^h?F%iZHF{--RkOab!@h(9?64WXCHJ8|n3`k<
z_IIFL@{CKEI-(?a)Srn?UU<9j>!ABWg(E5>L*N5YqU<Ozh+#w#=79JAm@*<_Y!Es)
zlI6-<YawkQ;s_O<{ycTsqVr0ZG;GT|tIpjxnyp}!><S;5#U$l>tO<N;UJb|YCis(e
zv;c{%vvVQ|DPQEnHob)4Ptxoh+!2_mC2Y1%L1MS8iCYYdIlC~|`D|Oyki6e?ws$|<
z$>LEXhOy8Hgh)xo8Q!YZeKQ?c-Q|V<!q@p;-m7y70ywFT>^FgC=*5|ksKp)Ui@m&%
zuhUhMxnQ#OG_o<zqZ|)bj+_dQ5SF7H*wxnZ#bgsu@Qi;O-f|Hokpmi79pBw+t=|?7
zh;~?D$VW%PwY@{wzV-z_N}9nN(p|a)_;}T;cvt4*z@yE5A)MY2eqi6(W&!65&lg;7
z__%={dpDZUfQr4vquGmhg#}4Y+>BvSC?~>8R30XpURxd`=`bo40%sc*jfSd(g(jbi
zhFXLE9X|(6>FZQtsOKv?Y^olUl(=QK4|&q49QGG1>4x*bC7Z>dPk3%V+C>UsxaURI
zuonu&V2=*;>V~wMD5Uq%_jgB%A6ysEsd7{70uFFxJ>G(j6@#MAp|*e6K&`{qUuD$8
ztVg*gE6wG~W7M07&sNA&Ir>B$9!Ga$*WX>so78{wDCLJ%K2i+gT_3X#F%#+B|4gwb
z?igm7bEH@%_+CcT@u?TPrXlwY+Ul{5+{ChCs~pLgY5j=FCfBkemFHQJ-dmGG1tlYX
z_zK(d&_Q=#pGsqo*S~B2mr@PF(1!R5itIDHmsVbM^b>62@^_>k`Lw!87TJ5k_d*o+
z3HGe)V*zLp`eOkwg3Lcis%X#OK8HkqJ_7zN<7Sk!{AF23*E?qB^tUJbr>BcIjIkHs
zTz;v~urZ&D4{tw+_@f3L`xJ1>CS3FpvgV~eTXaKKXNrQ`>$pud_@bWqmb`q}6#t%s
zDV0T~nR-V|_;EAD<Vui3`2CL--_+1bbW={vZdfQZtcQHF$a(J<5QNNwf#H?tlHCcc
zQG!@P7KsG^K75K5A0xz02%4&JWau@}Hud(!r|a7<rHg17V-@fbmE!<#-ros_Cem{+
zjzaFah`&)Ilv1A~)K=fM`ngm5sC*J$!nt-)V5fl{<Bbda^70wYPMi+R1f39<1o371
z$1Ub_K2f*l7OJNs_#REhho3K}j!5k~J1@)0BJ8ry27AMY)QDhFzdXnGUL?s5UnFPm
zT5*TcP0FJ^KS$N>AwL^@e_uuYGHv}8p2YLQ5`5~#rv;uXKOy`FYI|3q*k4+h2GM)X
z>$BS5)zRHz&nA+ayLEQ=H^f1WJ!q;9dM8TUs|srk+7kDQL*F($Xs2F8aP)A!eM;_N
z>VMooYBf%3MsA(p_Y^WWmba29!n?*yqJ4ilaj_?#ev&6AV}_ZZIB;7u34Jo1Bun+~
zg7tv=$;v$(agmf-Cs#iF6TxY$suKmQJ6=B{5=XWx0!K$cTC&4Tzy30FS@VWP^|zkc
zhO>UrSfS3-X6lncLDI|qX7Z=!3;gFAwSm*L(wCK0-|--R^}Svq1YSq57{XSKX*m?a
z89LaF)tfZP3*zBC=PejU=dC;KR7j74Q9yOSSE1#F64ri(4A#CE_*g$M^E!%rCgkC`
z1rC99u;(JFkkb-LkP*V7sgNzFoqN3s?Jtb5#7ml^LD@$yWUweU;U6ILf1U4&qjcIV
zkT`FFeIjgyltk$)NhG`r#!Z~Q$adcHd;l!rz2&_ORz?x{@r32PMTvY%jq!o7mAHE}
z$Ok0`zZq*r4rQ$%ozU~pw`(-0*zhx<=g3>DM92s;iB!l4>H)wxAq>E|$6f>HEh6_b
zNtCrf4V2E?Lq@>+zfq!CCPH$XCjJR+(MJyD2|7sSKnt)BBZjg@VzAc>@YGNUDQmw3
z6_ZywZ!MrRId63(pz=C?hX-sj!)+#_pS<I}+&BcxVQK95GA0B4g#h8`;qW@@0m_u{
zN;F{VypE9i0FGVzy@|VYe_^Y+Cxy)$5FHKD8LooH;&qG=L+Nao*5B)$C1D2o$OW+M
zPNV~{O4dMGd-4N1vG1S-PLb@R30uv~1At@T2gt=6GFYa{FG0I}d%XZn4HK}Vin6xm
zkIn1&6S94TOlcXFM6vXGeR`J?wmT)18Xp*8H<}ni&vZ%SRLBcEAf|Utw6O8sS<Jkb
zlu?@QiIB{UWc$78=1I<5INoiNC{O)cH%XA(08Ti{d%c3Pqd~V1pSeMa_5qlZ8F<Bg
z{vMURWN`Mqa%hC>9`~~_q3u@B3?|0!L@!Zju=?^tL^PmAK6a7VMyWzYbj=jOZA^F3
z1g|#4chCewwu(@$bki?<BJ-5q&B3Ligg+Nagz~UNRJin4j$x$e>xi6|eA5|nnVhtB
zhgZnR(Z}yxK^w@?clJ{YI2^=KwL;Ewm(qC3N_06iY`+I&$IJ?s_Sp537`_7@nv#71
zfzJz2HH@v+!H+nv&F;W0X2!EnEiHPSecG@wRG#hvbB)zR39dDA_!VXZWKm+)W}g#&
z8t|%1_B8;H9J~vuc14Gl4zbk0^sTj2!}Mjy)eyOr!|Wsop^)t3tq6z;J_Nn#^^FR)
zm~NnWFVWWk`4fV{FDE8AT>=xjrJ7B$&#rqeUIRPF;Cm6GeeRD>h<RaGz_wB8N${;r
z!1vd~aq#VTEw?^o;6p^)zJ(IDRKM;y3w^PBKLZ@}-THiRH)U`-6Rzf<JxWf3`Kk0A
zsouNxA$uMN6Eq$L-{w<(`GjacDhH^Te1mSm+bcpm7x@Ow97Q7%<YfU!Ztmo8)`*)<
zf?p;k-sxQmRktvCDh*KQaccE3w{N}UbkKAB+#`w8xq4j=m`7{h0>{#G6pv=QgSwo9
zZjoke--0P&x-)B7|9&?Qt$CvksP{|a5CVO86dVPo|3hSZUVv^%0_=T?0RnB|-2^O$
zR3O^>tuATmIfBP90i&enc)E_McgciTR)iQI0q7D<1Od+O-=c=S2g2;xXx|c)cPc@&
z?=3>yXzEh|K=C;aUQJs9{4bEi(G@ugo|aK{?HjMTlZE)$zV-a^6JqzCr8K9{upZ8n
zu714nJMZ6BWQ#gDYu%0MOs#%4K(`~TMn}P)2mAoEu7Pk+k4q8lXNnLNdo6HU49b~2
zsSKf{y26=w^6F25A>Zm<0$esdN7!g4&sQ#6MVWFvfH%NpL!1IP{RVy8S9lc6ukP9h
zaM}LCZ^H1YeG8znF?o_q1A|MR^*tCUpyB8_symznH?-)u_7OSiIr<DG$ryxUNzFo!
z*cr5M-6xhY-Nlw+v~Rgs@nJ$Fc)xV+@gz5q>s`u=>0Ne~F?rhYsDdw=w4m<MyY|_P
zCo;8)7b2b)L%Q|Zk#Xj=Fz{prjR&u)aKPB7LsL7dYda457lD0dXuZWDMI<H~O*iek
z$TF{8rB*iW3#zQ&TILkR?sV5rf=)oG9u2l2BO*DpD*@MM$5jp(4_-u31T^|&HwlQ=
z^lEBQwJ%qCyy}lODG;ll&*)A27VC72=6T4q%=!|8=zy^y1JWxMNU!swk3g8K89<1y
zxqGGuTtR+fYE?9gW@??>#MW~p2n4bq!__~GskLdY2yx2(s1z}t$!r!np<1MUtKD7i
z(kTs-PWD2!tG4Dhj^1Tu@I16d3@{;H5uWu1%zWW_ofxit)ZB3~OsxyVpP6{-+mC{G
ze*(#~K~#{zEDa>|=_LiE5D!@?lV@ydAtJG!{!!o}usP$}*KkWWbF~0{i`2o?8t|q9
z@mvGDeJhI!NMKRGT7of<o{Xn}OQkB`pnEirwz5uuDK}zVcM@#!^tpXYUwada?-SGA
z^@)q#<*pXpj99=!U0Rm7cGzJ>Q15sEc()i%r+T5R3&{wuH`7gnsQy`5+KiKZ4!TBz
z21o#-lVH@eMPN2G#G~ptPPD`@-Sz!`(ZE^5_<jF79rz~xF$X>3@|mgCLZW?(J3SJZ
zgY*I-S(`Ws6skB+JK7$=<W=|v`~p<5xIszkITEfmwJ^2b#{j{D0YHNT6L$cB84~ya
z+cOjmf`oMKTg|IfdY65Ii$(BLM8)$^JphX>Y3r56#u63Rqk*<IZ6$`bHXH_=Eu6ZD
z<juPv97mJEodX**yYjnD4>C_#z1Vg}=up!z{pKdoIjGGQRcJG|Jc!P4&Rwtw5F^Vb
zFs7UAO0C>v%~e|#8-IChTfnazz+>ZpjCH3Cj7Y{-ebjq%gDHu8<j$*aRu>Zr2Yvi=
zZKw5(8F$<GiufLFA@zfZ<j$Q+0i=#3e*1<%4wPy6FG_`xLN$F<`2yD?8mqmS+<HZ-
zir+qry_0dm`xhNzo`_K~+3nJu-${hdXRH_z2gxiK{_@zMzefE6cx*}m0FO<oj7L@-
z;IWOBp|=>BknebS+2DM?*u*Eu0-1vG@xiX1g?2LkJVkR|gdGDb?ug7dMlmU&YOL^i
zY9%5OtK#P`svouT8C5uAjd(`ON{-;-hyM6WXB=(SbN_Q@8d&`PQ07`bdj=6g*m{0-
zNQ#V!ljA~}^v`i*f=&b$bqE?wflhF)Ml=Tatr@DT{WnlBMn>|M<j#@N&V^s=px34b
zW@9LJh>W@|PW^X@#xS_MCzeXz1+eoFS5k-Ltgc^0EpK;8Ua!XN&S*t6gN??6_fkD0
z&6bkQHim`GmNU%IRQn7-J-@Qq9@~bt7A>%(+;r?JiBrmITXvd1l(&&EZd3F_e_K1e
z4zW6z%ogz=+RPSP=h8!#+{liB<Bz_h+WTI*8{^#>QdMSBKh_*RM8*pNmeLZFvuUYe
zvS^y7Q43y(TT2l})GNp3?~!T#>9I9&l4PrItG`k?!G808+x4VUGy{hnTZca$n#b|S
zy&mbROB>h5a2nOSdmPMF5@MT)!p`+mdt1ve`PO}fdD^KhjTr3uwh;%J^^>_k|Bnw2
z`4naYkXyZXL^IeDbiRB`NAL2(ei=Pl_N|Hj+_K!4Wsq`Ak_oLQvIB3z{)fw!DA1H-
zsto5Eg<3E4F}P*Zx)>)|O#Tb*AsNzkvl^<QVyvigB>c}J!T1mS_PTg++Zg4L#)POK
zRD`<CZK;zk1s;dRjpwZ&1esFIW)%2vQN$gA=%S?g4&k?UDRqtBNj8z9JgN5N9Kr<9
zjL5+@k>EIdOQefv;<oA-!HZTUTRg7BR5jO^T$lpLhT%3chPf8Qqo^@I(mXe(pT48(
zsJ?xaF7`H-b%{o{UeUV4jNJMy7!c3#NeGXH<(lLgIcl|;+E*L}V6vG?%y18)<<wMI
zLGpPb+$Mjc8PMAc;rA6s`b%WHvo<;ho9g+v?DJEotHU93>@N6xvD{Z2B;h;p;|Db-
zoDFy`-{lkswTA}(v;fhTw|*8^rp(n=1iZc>j}Zl_bBIFCg22*h0V1_qsX%PBrQT<(
ztT9B~UV^5ck7R-;Hy(cK#SU<6;#)D!BRi#|+=G&d;IrIN{bM1yD3}9COOs57k}DWs
z_Je+zNyGdyLZ^q1-q+U$!=x}y>W6I=;Fd?q6~eJr^Z((n#TeBajByO+of^zcj<5DC
zNDqO9XMkZrmVHpbhN9td7Tnbo*kA{3v^l9;QqY2dW}CrG+c^(e3*v_#K2O0E1N^l*
z^7-~@JEZsa*AciVQD>4J^PlTH@F+dmesT@B-rd7DXs~q~;T!J{bm<NgU>UaRYl~&k
zuiCZNb-LJvX%5+-N6GIZDTw-8?ib6qo#`}-kk9nyi}M|=gq=R$3-Ek8e^W`{n`-b$
zd?Pb^W~?q%+J{@C-omem(T#1gn9(--Myuu%r(T3DbhhoH?q|UhKl!4|gA!DoQ}~(j
z{SL9EkL#W`iUyqZI;c})-;c{kVTgPbz7n&3R`L!fRBTHi26i8%sAILsu6LC4f23n2
zd9D~Crqg-{GS2A-?)x6CNy#!4H!n0orr&*|c8r<^0sOTIMR24LT^Z=p*gCNFFj9K;
zfJUcpF7XeQ2P+~YTam%y)*OX}YIu+Z%68q-+-hqb6dxF8r=&Pb@P*J4>=Y7n`wJG}
z!tptdz!YBzY=#ODIf=Okd{fOC-}w4UOVRl}piDVEjrN0N58?!D;4N=c3Egjh8s!x|
z8PS~*BCZ6gFpuMNwJ;;$Wo_ZFgG0}WD)}m>j*>reK~##(HL=ZFzBg5KDF&;{l9hqs
zbH_n0N=B>@e?-?pX@xnkK$Pm>a$da}Tu5%RiSS2={)M<$yeyskJ6N(?pCT#jcQ871
z?b$c89>-i3rueGHUDXK*`%*lPk*qy73kciMb@02g+?Qd}6=rp?Ux+x9TDD`vzYvFU
zj!Q<1_w`z|y2@?g2uA_>8dHmbWAxYu_^3K1d;6jGca4X`+>$t84F#TKOG@-n#LLVd
zO?@?)5STsAI|EyiENOhwPjM!i;9Ge6{red9I8t|Gq!AtW`#iD@f8JZt%<$J*k|^q1
z^?>OemGg>)jj;x_#T#P}l43EzJ0&9+%H6@=LhH!t!OLzCfwNz+t4-zo{Jz_+UPnHW
zyBWNw<AsDFbLik_kung)a$S<G=IYiQs7v!Hzs=2vO#My**YBE=wlKzrjLm>$)I(8M
zwp9;-?dK6W9Zs$(A>9L9%VBWTw)7|lf9bdz%&~FCwzMZktX8Ne`D$fWaVQD6_qi@d
z_PaD@52J2FFl;_NKd5^SG-I+SIJ4lewElz-R`wsRTA{$Oy&ycvS@+q|HJ6F~B}7tu
z+n8~ozGMIop%4(lTXQyLiR?&35)Nic6ON_BZ)O`GdbxdfUQ9!3EqB9S<O*iU^=4Mu
z6LH?QtgZ7A(R9y_LTe6Xm{RHv9dsUV%@5J!WPXiKzrt1Ij0%ahUj0DcZiN+CWJUP^
zmldWY{Pr5%3~5!nDB*IvO@c)9{VLBfx?kvF5Ln4kF~o#AihShcE}?ZagX0E{+P6p{
zv3Oke-C5~C?<gS%u<n%R)<Qx!+2&Xwh+)f|rAh9|zKV73OlApinkQH<vY-*}@5q^Q
z*XS#pyK+A_;uH}P=e@d*akHR~9arXB-VIp&N`5<%+^`)fWE>(8kMAcT-^aP69ji3R
z%|golQGqBE03vP=iL?Kr6?pAgOuh>648nvtJnV15Su0{W*308{%Els1Z+fY>Vu(j~
zn(C_z*AZ^j$-rnanb>D}o5uUVDAZ*wLU_8qBSLK;>I9WhxG81@d0wM~XIrEl6;IEC
ziHAxie!BHI3_}nF@dwJe@k^*iZx!b&*;pI${-Lk=z0%jHOOD9b!m9KDoH6+<5`@02
zMQZebDcjR68g(hNyk|yoQ#8KY6$N=pVS*LV4<uA>b+|WT`AbxNX#g;VLQAe0i1<2%
zl`T!e3%vAnI|^nUXQrP0AriH}ehcXq+J>A<$md$cT&v{Kx5Dt?FvcRQ(q8kE&T6Ro
z<OXusWW;<W(uNF8e*y@3G~-b30G>Y3Lddob-CshlzabT%(5ArBZA<s!LhQLCKo`J@
zgRg~<7Wmw&gp=$ykUbs2^6@6C+@TL*>A(vI=Mi}9kv~O7{VES75k-u5LhTU1Wx8RC
z7N!H+NpK|}X?%`*qG^T;i)NzPNhr{d^b--Ix$k3AxspaB9jp}INdUvcAl*#>y8>QU
zMoy4I5qC!p+Df8%hNE;&y(8y<cAbOZ`u60P#<5t@nn}8U4`!ah0(Ctay3L16unSBO
zO!o-6yIE#N+%s?MTPCu%2(F`{Mq(`s#R>k^1lse&ex~b1ZRNkvXQgK_p-{;ma`X4s
zbo+_HwR^ftjyWGj6W{nXiX6d=b3V%Ya2WUf;xNk4ouR#hy9jLS2~K!J<EJ4a@Ko2L
zzD$1yH$8mi3Pob(Zj1)s8<7bR+dR@FNc$q|qt3?xVw=+|v5jqxcZxFH7k9!QTY6Y}
zLeV^-CQ}GWWqUw4Rr9kU<bx&MDeiH4W}kFm4&j9q5@a4eG4R$|V?q?qOLRW3!{La~
z)1eR;QCx;$Jb615D#R{;*wzduSj2HAL&qD`l|DlrJFK<4_pZncSgFSf?x4BcMhf=Z
zY#{JBk;8->VAM&c1g%fU3cg3<HikQzIW;`(6Du9oTa*$TCN6Z%@vM+gAHP{5KT)`_
zh!PB@W2Pe8k$VA)a1i0bV@0E_lZH-e%LDg_672V@ahYEt|A>(+=RX?R_xU0P6_Tn*
z8eXvI$t{RWJ(T=J%j3LX`UpMT)`EO4qK`{gO3t|ri<M!WPA{{nesFZl=$EMXDB6z!
zv|Q4VFea%4SmHXe+5>>qCPDVfYV!exabB0WEg5pEwK#563nIaJs<f9}$VWm(1-l~9
z!B3mmyhH+(oC?cB;`ilG+8}9~tgj2&2m%l@35+}O`u|YcB=%eT14%(GMC?1fN&;=n
z{f?25JUay*!Oi$rg7JQ4gXsRAT<FIt7$KiLpj(H`V<X9<W`#IshthFKNL&J44vM=W
z-@BL!2Jt*pE872Mw8?e8GTPXFu&bc`z<5JS(yP9N@NEqCSVxD;$#fL2)xHN!nZ=P+
zBRY^=-=nyZvfy5V#Sz&`Q%4nqLS9W`s^&zVt>oeaRS`-4g={ecE&E7xgwm>mi(sg`
zOFFv~9VHewoy}wMXZq5Y56Il4<4C+@1(C3*y#0EPd|0H?fu8SNN7yzBzLLj#`t5)%
zj;)l(rkrG$)|FE3MOuH6#v5TmIH22-DdqIS{}f5y$sMnr6JqyMh=y2l5dAP2-(q_r
z!vHD-?#JqQWU+ye$`lf+#xVLbBDmQqEBMRziRhQsaNfgrHY282hZ;$`h-RDBtUseN
zib;;1ZJ6Q=!MkaEJB8)O+bZ6?kv%VjqaeYML4QvcFMo)$s!HtS`hM_cgKdW<D3a%m
zI$6A8vS*jnHO_~mJW8nJ>>0=Sy7H@Juw`bED-G7vtf#Ewl3R_VEORM$OES6QsW(oc
zWYVi+5{$&vtET}sK4bah%UudIyY_M~zu3u#x7A%8)%a78c<2_FyWm%>|2#D(n{p@q
z&3t+H4qvd+Cfdn%H%r^`F}O5MA-Q;za%eFaF1Z7rhB>g;${o%90G@T%J+O|$aQ$-N
zM7NG}&U8bE$`jmv!<d!vzBDZifu~+7a)1q$2cZCpkTN`wyaRS10n5>KLomL^_uMu*
z-$kkyy{VrRdRGwqRE`|`DjRxVa6(8<)?4@_Ob;^NzXAeo{9M-|C6GMiS0bxSz()c>
zwvACH6;^Vl0P_>M)>*3{^_BOj_rcok_txSEh)Qb0`^~=B5cJzpGpYX0;gLEd;BD{x
zMV7bw;yqIO5=Gj|IwX!SC%)<sWtETGJPPDj1W#`Kd7L8%=R6?XTPJ~sjp8IWYnQxV
zXWh3@gu|frFPkk~7a|_?(T`zPvP^7B`5FSbs)TF@?(LE^JP%v1rqhS-lQv-l&_#(;
z)vRZ6mgGK)2ElO*>?8QLDa!NutDJtfMF!ydE=DI!(oyG0hFy)wsz(8)>+m}D##H{&
zHEtI8JH&pW;BSj|DCgm(#c*BWIqTE<D0M^emm|d5t%0u&6RnSRQosWp%dJb6d2K3H
z!ai#2f+P5&PR6k<e9SE>2i~5}PkhrD%^(Ac4}|>TN#21dro1yVmKT=W5X&9?#B*#2
z9`6Dzu<_9twsZ=%TzM*xB~bnaB#Rr0r#?u)NloV6nb-vhNhomek%*m#fTw`7K$Z_i
zR2rhWiNSoBQurYiCDKvI1XWDZVm^_!PN$`X_WYyik{A4ys;qt_P7T0nOR&WOSZ#DW
z0IMzYKBR68&)pQQA_v`lK8uP9&wYNcDb+|i92C1D9t|deu(yt~c0ezCp(I5FuT>OJ
zrXoc|SyEgzS_r$$p_LX-dGhhtut<W45)(F}OeO&tT{swEwe3CIOt+RekbwYp@`yOH
z=el23lBo2g8|812InzG96sf>SI6T)BWf&q+XW!<UH*TiWJvQ@+;5B4E)^%^=478+(
zILo6gmJ+eJ-i{8$SJrm1vYd`eJbE?i^~Vbl5M*spro9g*%53C+rwn*cckqbs4)uB4
zzZ+-;h;12KBeMIVVMLk4e1r6CrynQPblT8?AhFa0Pe+l;Ya`A{CD~kPRHW@a@@4(Y
z93$HC27&0v637xqh-b&2>BSOGMc2sUXUIb&^b?_;=2?5BiTg-w4n;qbCCIbn?fr@r
z2-cIQ-drb7z;Bcu){GLc)+%JdbFW*w0A=u&wFU?}g^s^-bAd>XvOhEPK2iZ2TaY^{
zS|PU&xyg>e?z<EB`HUbOysL{W%(ja70~XVNzLt--nJ4R+Nuf{a0@)I0fZ5QD)#Ert
z>Mk);#xS29;=_keK9*wxHcUiAZ&(76e#41G{~7`-sZtMv#pxrmTeu@{0BddZ8l`BN
zUd9SAJrK&_VrQnA>FYvD5Ds=3D=gjD3XBwXwp0U4A{Erqh!n1uW^H6N{!n?&vgC#I
z=7)#c&b`pZ`%JtrQ*N>_ITablI1NLP=O{c4f)#xR#wSC4Uuu)XlpuYhORcE-o@fe%
zLp~&NW5mD($vClxQ^}bYf!y&kII-ZLj>uxc#aDZ(_){FyOgHGLVh|i{T@@gT)`({M
zkPk;wu8SawhABR1RycU!-8eQlc*PuR7S}Q_HoAx@4kZuxc$PA+p7gHD+&A&6uEGwh
z9&QNwS$+<4h5k#wp=Zu7OW`MiE$sD$5jGmEtT%tl<(<oY-9Dd8AlP(n(RPpf*5EQA
zhkx?$?zG_cmERWWv><D%P@rcdhp|*~Cf1=4F!dv;CRikK`Db5hT_E1d+>(k-x+e#U
z&uJ(w$%yQ^8^jrkPF632?;@9mBSB)GA+O1_=2nBQ)q~KofppUP?#tuWdD;h_nJ1>1
z`<c{X`;d^x|7N&V9tGxL*%@3^6>H_F>X1%nmK@dOKjJo3B^5cjYRk_4il~9(*lZD|
zr(Jn&t=+<*eJ?^OsR{Qv0lM}EK97MdG`XlRjiJQSv@59ya+Fd`Ofgz&v&ax^esOuD
z<Y+XmW&^v|`@wgNLehdPv8c<`cM>fu{W}8lRux72J5^T?E}NvHDy9&)2%H3%t&$^;
zWW(?Gmej&khXJ-PsJiYLNeE{4rY^3|W=3|eXAZ{J2%I1m(Caq{1mfmpXW{u*&i;>F
zK;X5BS<=&0TFuqS)eQ7k@G3K60WLty;-Vl{5VMI9a1;`HRsPe)`fnQx6Fb|V=07L@
zrNQ=J8viQ%W8tqBvy_9q>wooU&d9>Z3gQABQ~kFab4FG`#QncTY>X@*p8qXk2SmL8
zTf_l~SXus+0X+hL|6sxfNMA8|jZWRm(G0|_Y-C~f2M1*%XEVSl)_?C~RxmTQG7@v}
z1nB@G77!Z;2M36gjT@x*M_n9<0MK^<as1~7X=evF$N!4zZwG&*|3;+-bn9$n@8bB{
znTglGVp))@v)dmxUJ(`tv?R>jtxU{RrNv%V{sB$Z%*DaY*~H8R^g4v9{}mSNtJnX=
zC2wYL;c5wDeU0@GoXk>IwytK*AZ96BV3;M$OdL%AhWu9(0G@@D>($yn`Qw?>rRAfg
zzSv~&C}18QVGfoGPB;}Sy`e0b5`l~72y=x8#fg+?3IiSVcEAEIZtUBf`YO*Ghd0$L
zmRa*$3K|^5#GE1OlwAG?8`nlz)?XVp6`bR&F6^G1FRC`C7x)gJf8muFR^<oWnKgeu
zZCYIMIcxIwIh)*gLtX@TLXlW$!@oilu(EdJM|NySR`<Ei&hI-(iQomg_PaNdD~k?G
z^R2h^I!cCva!1MQ^IHbDszYid=tIroX`4`@*EdmdmLyU>-fA|F7_w@isIx*5zvht>
zs&6oc1cQEASn|LBt<<QEPd+VzJ-KQ}K(OLJ-(f+&vRwP3M4^m#;_?ID)1vGEq+tO)
z#zrplX4Dw@O)lhBv)cy=E>~zqNAnPj!h|~_=;Z_fPElj_B$%kWmIEJYs6psK#i?7A
zq`_d^UKVv2Zgy_wVZ3A*x@32lmj{v`Q9TTBZ^x@|2l6#<ewGC!Gtc^^NUXLAbDt^g
z9Z<#BIqX1Sw4hQljPyBI$m>TJn}1N&#FxZo;Zo-Nh^7vn^qmF!H-_g6O=zyjRRM=G
zxFxAfbx7eiLwr%O^$A@rNz94huZd~+I67$GT_fv)`QjunwAk*m<;JHCP|pyEytZxj
zDIN4p&TO+)FQ-U^;r+^8n}?~`+3C}s?~-TQW(Y`*u4f-@S;wES8a8U#5+@OJk$>;J
z{g`e?CMEbFd8}Xsvv%LNG%6h^Ac*fpfg=%*KIkl32`;IHHVHjzWNVB(pP)ypAXdp1
zJ07VaRmo<YdMrBQJ)<eQ32_Gg8|@nAh`|zKWCtQc3Gmn{OQueOwN6q*l4D3|EL-D)
z0a`lsCuph$+1#|W_h{4<XHjj;#{|Ombgs?Fx&kFrodIgMrP^v|k0p5A(Vxs8QRe-n
zGdzE<r(aC#-Wz{&-}Zx&F29}*o8Eh0`Oc2VJ<omH5Q;dKg=)={DUyUdayvM~u{Aig
ze6@~##0p{vHy*}{t={tsFHa8jLFTvG#e3+3DEV9%k8i;Ozou9<6XqJ|z2EDehwhDy
zDJrd`CDHoiY38Ndh#z)1cp~f;Wz@3w|G2s7&$K^xF#o8LL!S>_vfQFgZ+eUdn=5~9
z_|9`0?h>AuXOeE5oqySBp+Xm~%U=}U?Tban%hOkT;|JKnciX}*8)bubZ;i5T=gT;(
z)h0}=gD}zphCWTvSF+DzKeQ{BEw3-?50s7Mt%$xbtq%E`Bv9j}Mcl>j#pH8BIn=TD
z_3<_|1SZ>R))>4S+PeOpULJD~ixT?D$J<h?c@Ca8mv3Jpi<Fk-i69paKF(X?NbNVn
zbyeZZY>XtC2p9tV&$r>n+AGr1+dskahq-(+x)omDGTMGvs0A<4V0(NMF9ko|mE!-F
z&qvdtM02($SMe*;NvUP5Rq5Ewc?ssP5@H3W%bUj3?sBD(v}dZ^0y3?2+4SRrjhc>+
z(eGwSPx|gWWX!t6a<1E-qwEW@YTK}~Jgh4G)e}l>3H?$(*q0{PJ_Rk6tbWAZ=#r?J
z@%K&^DlT6Jvzg<+c6k_S4;;*S`;8{sD$s8tK6*1nf9^#N^%y~5Vz5%^r0ingStZ3N
z@WjYqSafF6oi+Wkkp*O%yt7Y0ieYBB$T%o^O(Q4{DRRvCVDP~1H)R{FVT&^z>2fW6
ztkMXj@<RsyBjmmg4L|x<w5g6vTky}O*~>k>KYSR}w18!R0ahNG5LQ}@&7i`L&yI;|
z{yb%XPCT0)GV-y-%};NE<zvzn86C8BD?Vw>BW9jS1zS2fqoK-J!PvR6Uv;8J!UU$N
z{Ve<=DDWipF{du>xnp9DEZU=QR>JHHrFj^ibS<$xqL`yeqBV!^lRy{g%wx1=n_1t*
zSH*=<u^_8#+9Qh>qf%*$_pjmZ(d`H(%W6oY$!VnPtQ~-t3qvsDSkZOJF9t%?X{C*t
z*O}3bFGE%)ayF#bX~Z`qhcmy7e3%pqMI#?XR132%)VIXq3;S6>!K$Xqun;Y+vVqMU
zxu{}FtC+>Wn1U^<H&1sa>7~F2X6sLiHTH9V|A%#(+6I%yn9Y#KKH?ATuZn8<$1Yz3
zvgan{CKIwcCLk~Ea5GtcQO~-%r<l)bS~9k23$7|4F8Lo=fSWGzdBX@b*SUWB+7gL4
zl-W<Zx1ct<&^4NM)+n{6bn!i6(12WxtM?uC)H2(cqK_%RpaOfM<aThty4Ll8EgRAB
zFi%Jd<rjpiB8ewE$1l{hlc|ZBiFs*RY<jr|t~6u6DrBSJo9}3osfUJ!wWuYeC8e|`
zsI=ceODz*OtsTy&`emhjdZ)g3*?bbwD=fA3l@Kj8;i8z=SBiV&E|2NjwzIUHe(fvg
zO0qW5PfLBp=7D0q#{4!7=?~wkKZ3th>fG=(j>Gg!Y~{1x!Efa%A~|~6D%eL1`=TVg
z+nB|?yjx@8K7xQs<XwI;byC6PuAGH<IiMn-+ZZUO{A8byR?v=|o3V3M^Oa6>-g8Y>
zu^fjj@{=`-w4yuvZL+&WjoRWFT>Hn35#E<9e1&Tt&b|@5AyccXPdYIHKa$QICbM(O
zZDLh1RKNU24ssT$EhbyLzDnystfKsel7ZFiWy8^IHwb@j62pILA9AuyW)LGDqdY!e
zCK7|XrK+J|P((jl{IIScM`!c!Mi*X+oZ4rmxpXP&2-fAT%UdtK(?&b^#hw=_t>^J=
zn&M3zl0tn|P6V)B_KKLT@&hd!`J(=1v1coqlHL_D*MaGAG;{VR?E?5wJXXnMHSGJQ
zsgrDbj<$iR`}b>p=<rbjFb0`8zx}|!>&k~bzx#&X`c_Nq=7+^D<uiH|?T~jW&p3`Z
zhh{;~m<Mj}<*}_bhQTJvw2V%Z*D&17!Hi>mlk7?*Wh$rQ<aQWHMtfP#QLw7=*vyvt
z9R8sh)OHrq8WocufaJ!d)MU<mAWaS%;LyOHyVad?Mia5^oJSuYNM38H*Q;`FDaIyC
zD}^j6-pdaO_iho4`h66h-bRT^bKmz|M1J;GqOn?x%YL!($S~{y2&6TU^2}v9G;?dS
z$!Pqluel{{Yx<QCa~`erQUt^OUR_72{3o<0latNp`4)YLYw|2!M)com!7(;OKx?YG
zD~_NKm|H#!Ybb2(8e912TWr(FV6&j_l^p81pV-HG*DCn7)6z}&2x$G-i-S21r{E3~
zBwN8Y4hZ0IHpoL`&SAFOJi;8W&d~E<^J94XZv&j*rb!|k$8yo#<0M-#H`<Xx$IsFG
z5zk?afCs~!wh8v{UoH=z>)#EL>awD2OL|CoUTKA<_pT1X^vhkK_m2Y>_dUWcAzP$d
z-v|l!qU&D)nw%)xC;a4{&J6vZx6a-|ZhyOl+lIY>+0FvC@O*qiZMGZI$)9Fu`l~78
zhRN2v5DQ$VNe$Rxoc$HdwpXpML#1Jf+Z;ADqU&(aq|<&ksPqWmb!k>ZKWAb87L#~m
zKaYMyLL5{>OP&&xi1ffa%d8c7lh6T{y{|>bjy3yv&Sah(bCy=QOt~ZgL^RCL{^Wxa
z-hO%M8!p4J_c9Ir5c(33#u}69ZZdp1J|C?LJ4-@#rrWz&cFIFM71Br-lMA5}-r<g~
z&-~7k<O|<WxaBir63N#!9SUli%@6W;i8HhUS?Mb9SX&k51jpAf#I~rh$xtu$^`Zg`
zWhy(HNZUlgI3jk~#0T4$z2L#+p753^H1wb6rE*U>y-}|9KFCbk!rDRD!FItVNwtL(
zh&C51)wjksD5Q*HcN9^W?Uz6eVdIrPv5m?@GSm0e=@A;ka|8*Q!~0>-6mcZ^rFR9V
zhxhyUZVq@#mo;?##v{NaQHQNSo`-)E$7}-om}Egqt<6;`gJhygt8F}zvUzwwlkOY>
z@m)=^9GX(yfvR}FT?wzbr!uF$MpH4^yZ@6oo~Y14fnUg6E}^N<V+zixD9q5$?Gq>d
zaALLh?C$j6osoaft&0|xE71n~H_^WxV|Jx;InAeGp9{tgcaQh0NXmR<H)~%%ItZM_
z)Qn~Owox?^Mz?$}n~jKX9I+(y#q{w(6`Ovfk8JH(5-+SH<h0^B`g$z|<TICQkl4*%
zOvXrQQjwITl9vYKf3tc}br3O8dZ2y4;L^_f?UaK$lUm!D@!hzDTqEV2aa~5psiQ%Z
zF}|_jC_>oHwT?VC@2Gx+GQP1i(sm*@Ly~0e2QyXW7t270I9bsJcEf$b3=^slcIf5A
z=h~x4xkMgnJcQ4^Jz}0p@DpS+#=3#|$XS-FDe-S~WKW+mikxqSAMS?z8lJDFhfi1R
zPyNn5tj9bu<F20*X>1r7-Yq`!2qBwkYs-D&y76di;=sT4`t}v<hZR5HW%o&?2amVT
ziWD(@MfXFKLgz1TOFQcj9UGPP_>K7C)sF;i?c#2?s>K#&3J%4e`_>n?PgwHUe&3i8
zd>@`{@^h_@GizaeHymfT=kjfFT}p4{+YRtuY#~je{LdR24iiJW*BqMZf(!AdgYfZc
zd|mH#8jG4?lyqwNNA-6{9(G?)6{~{H|G#VTKZ~({7US&fyzKw3M_K=8F%Dw>cj5Lw
zE6V@V!tKA;X?h>}><2(d;THm731@{xW9@llB^4ceGfnTCVL^s$CD0$lQM?}CsG5CY
z2)Z_U;p(|B^{>f|>%G|12tki^%W}LVrwzsC|E{GH+)O7#yZI?S=!(L=jMUhGe^*-r
z{6&6@bPlS6`%Gtz9c+txPG-Ta_OY8|T#Y^aGDff+PMQkJlA~f>BOG;^{E|Uvo^RhS
z2SxUm<`pM&D4R>2udG*`_y+{pb`)(ldC~$lS}5`Im;LFOPn;*xs?|(s){Jba1m4Rt
zR^l}Td^IWNLLJjz4>hV5=4DcJ_x;TI8_>Ty>Umunz1#l@mX8<we<*RVzC!g6tZW=C
z|3UTN(#QWS^Ir=N5@s$Y&Q^}D4$gm8@UJ38BRil5ps1*(A}voZV`l4a=4xeP#HeI!
zYvuHJLH?&yA!TG|W$Oi^`Hu$eUkkQI7C-^uKi0(lRtp$;fw~AI2M<t%;N)fnv9hxB
z{8KcLbv3fJG7+`6ur&j*{JBlk#pJc>z|H;l^3}!HYeqIU-aqZ)MvgLORu+~(VFEDo
zN2KOzX7>)n^Y@0=3z>f}ULyih#*7V6{(n~pUW+ULRtWwUCSJAw8gw&u{Zk7Omz8)G
zzBaS{X%RDWF?*H#UmybRQ}c2GJdw3GcX++=6?auL3oD?Y0H7ucl%vf4Aog0_P;xdk
zbGEX#0MW>r0-;*Ddi|$K&CSu#*39k|fIrdwQ}=lF;D5#r0QEnG4NZ^^3s9cnVrK^s
z<OXqaa)H=@?|(m>JnSGnz5l9{{Qm*rHTu8U{{M_#(jF+NyavSlZ$OMPf6)6on5IU+
zpa2oL0FJW$DRKQRAgMcO*jv4pVnBa>1pZe!=e6wh?_mA=tMH$?*Z;Mg!_Ldi_P@$G
zRhp{~y3%<0ygpYeb&KwH4ou~t%Y-!qoeet4I=Sv99fzkY3dpW!OM5w?a}66!CLq~$
z4k#Qr&M<5bl`T>)F<>iOY{xEMp%g829+ub>g!)k?vIiv731UJm7~Z~}Twdpk!hq^m
zarfVxa5(6g^mPe$8rI_1F+pEY>vGnPeYu`i8TJ(RMwFvJWYVqB>w;*T(9%3vyXQ`0
zGVnQM8r~Rq`L;jw*6tSd<p;)a()fo2#$uEIhq|`_jw9XDHboXQGc#DsWR)ytW@bi<
znVFfHnJs1}i<vEEX0N(?`gY%$o|%6)Ha23TB1=(O6`9JDUsio5pZC0HGk!#1m_LZ8
z#bf*0e1|RD_tj!J^rl*wrlR})%RAlPW8mm9^kzJ*z&o#Dt-YC@k<Id<@2m6hVhV7Z
zsv%t`*vX3O&YMdDvjM4l3;TMy*hA4G@#%S5Pm`+0Q8vGNI344p*O1~~{xE?WLHNh7
zvIptdOMK8bLK|FOCSzQ_hRqNU7O$(p*CU*Rp~1;b4qorwoff%_E<3$bFw$eZE|<)+
z#|N6%w#lj?Yew`olnI8W#<k}6#qUeO59eR_>@Fr3)Z)<M0ky8pdr*v?@nj}NO0RQR
zDtL_Z0#iE3cdjZ}siXABv^`}?7Cn;1Xg8=16+7Uk&K}&wEsDK5qf~-nX|e<fN{)x)
zg901d31wtx^xw_UMqKJm)*BMpPO4;oGPRQPD3r(n^0O%XVzf$2{SVDW0g=;>kc|A4
zZ6FJCG=OgjS_Hg)gIth!B#z_ko>MoH1NB)ZRLV{my!6Gy^17L(MIdAP(#uMWW6E}8
zK?GSlUeZE^pW43Ch0rbe2@mTtH~4r7P%9}JazqM<%n9K^`^Bn)OHa0VEmw@YRsAgF
z%_W!qj>$aI81$YICN{rs$X>(jSg?agw+iT|Ys-rWBpWD~&C&1UoG1U3+B#Oc5mEO^
zfTjd$lO#-Mu84e3c=hvs!s)gn&HdT+yQX76`6aES?N&3r__uO^>yIma@&QFC6k)c?
zuTB->jEc1<NVD^V#*8-xi%l}e2`jmgT6jpLs|_<7wp_)nhPs$!O68~y)KmhffNxy%
zGmb!G_lg)|^)ao4KNZ=Nj(!j!g?vGCQ<}LFTF0Oc&H1Sqoss3>Z(4Z>S5_rt!CLJ0
z^EQIpllqip_V8l%O=j5V8~2U%^m-(ivgLecA#Zr5B}C@!Y#_ma!ths81t(Bw{PxC^
zVfs=$X^oVHeq#=41zXgTA%6;m8gJ;1hvH)-C|JysdPF*r+FH2D?~_W|hQQ3?4pqlZ
zmU8lKHBVeQOU;1@cNY)$_DP0KS`YpdJ8E~<3p_pycYV#BmeO#;J__l8jM8;Ff5=96
zL&QR-YFPcb^LT*_bp>#%IX)_Xu*U2d0q(}^IA!K@>T{Cbq+yzOCcKyo><zXQbGS})
zc;jX`_(pL0K>rsq1+C>@JzX-rU2ioK-TdaWm(eSrm(l7l?{eIbze*-PRt0YnG|Kew
zn<Mn{n-`*f>X33kHh1^jj)97jCX31{=txVZPFCW~=q<JbD(WYxGgT6%D+`G>O4)l8
zrD^0T%)*D)_sH4Hi;4Bm-oQ@{4n`2OQ(Se&<k5Chg_1sq8ZFH(^r|ZNwj0NWgTDf{
zKZgVX3U_A1EY4#}QxGxoawaN{dZVCrvPHW!i9tyk4QWrwi;q^#s#q+pph|$oPywT+
z8SP=5gm^}pkxM8^I0mK*D@*;sGJkG}apEcw0>C@L>&hm+-d3j$!)FM*E;W@LZ%Gdd
zfpnO~3_HECq%MG(GnA;W6vNd!=(#ymV1&7V>$|c@3gbw`4uUJz2YFE(#?MgjRinIE
zAdNE<=p%g<%x~1~z)Mio8;QshCxl`=tymH)*B82`%#ZB0;iOF@I02kzTMY{2u(QpD
z_$z%0$+Cbe4ZzQCC=#VIs-A`>;G7L%NO!o&^Px$uuyKU0D^K-v0iPK;Yj#g*&usce
zqJVyOhO$a)msWaxgt8@&oPLBSm^-Y1N}&|Jn<S-~nz!}SpXXu-7_ZC5ae;P|ovU_t
zZD_(pyX?p5F6xRr-qeB~&KW(&ohUVOnu_bVZNpdtdpc*XmDzU9p50`xQg{h>3m~ok
zmp+QjTh~3Es{mP<ZZ5RdDv?>Wo&i+jH<s0iKGK5S<%ao?uYK`JvkJCuggjf1?cHkU
zW91|qQ}jG}zetmI-#m{gFT>?|{f*OhlmR{iq~|ln1$-oCFy&_5Q=@RGG(J<nwjlH)
za8>T3K&>W09ArLfJBS=YxF8PwL=5!oa(7t}&pe2WhYf3cdf70j_pbfB0h5R_`Sty?
zhcF+D(aaH$N30{VOQ0k2r5J@Tv>iDxdWc|-I4%h54x;Lu)AARImCt~K2CaakMy-I(
zf-~Y<BP)#DYST8z%ta@pRv*j{x5+Ibx>Ck&6+sU87J$Iw3|PUUZ6q5<GC(wAku{i|
zBbo8(`$Cz{d|Z|tSpdtf1rg~p^@17V1|$(uCq97K19a`9^_q>j*lcxB%;6?9(T~mk
zad17lfUl2EkfE38Efne}o+1)y@9T)jZ)YD1-nb=VCkBAHA~*)}VszrZ<j1ROV?A|k
z39<jr`F-9D!O6qS<&mZJfyGU?!nR9<CiYzVg;n~uxDCHkgp0Q$6OEr;R`4mFDtF;?
zrtNJE^qn6aH#-<~trLIUZTpm}th}3S^|YdQL^c!jt=3IX8(ng&Vno%Wx`%lZ97?K)
zKYXZ<($zc)uL-t{;ll64yH`#lJ2K!<mQE!vzlO-$MIzr<4uhdvLs&Q4)PhIV=ras2
zn#eLQtP{%9fD4kYi&rq>XR223ykMiY=eJK7`Z>dI?mcWM|FCE|3s0|A&p-=jIM~c`
z6dwAAq~^CN$)B@tMn=wmO}~HRasO%h!t^g5_m9(;|CH32_c44VHD1totAcj&m>mJ#
zho3nu@uVJrqUef)gxJCyhF2Gz1R+qC2;Y90cu8cnMMr6ZJxypoVD@k^Mbzu4lE89s
zA>ScI%-WrdR#Kn^NZNKyA{9qfU`T;pr}cAQL$^8aLaf06#bB@vM+q;zWxO1e=l~uE
zpr`<3E9kH*w`;}FI_7|wPkfH#N1v;L1Kv2TExvFhb$SWUY;55s2rIMXnU*Qiv9Kx8
z#EkQM=7X1CgoU?Fp3iD1t*!DnJjGYby6H)~j*^SV;PxPOCZTx@D{>-;%-ZJu*Es$j
zn?K{o#QJ9#nf?y-{+hD?H52}QlKI=z@{cS=KtV`UP@P6f&(YM#O7FKkM&W}r{_8`3
z<}m;1{r@?WVfx^xbd0RbA9HH9k1U3Xg_-StO=UR$$Xx!G%CP?aPyCh2{I;3jSN$KQ
zGJi1Oj}h`G!~L%i_qQPYvBCd?ROWw()Bm@L%<m`o4?_DNi3}?P!v~CI`1hpc@5#Vl
z!{FZ!_n(rM|KT|QZ=@_tzhmV8lCu1P-2Zk`{^3Rj)Bk)U<F{n+PXf)s&i?NN`i#@n
z1663Dx~$cN+`-Vzo*+Io3l=Lt43_i@GIIPR6m|^F4=grDC`70n2^JrW-mNg*uX<V-
zfl56V1E5EeAkrW-6)h!{JJ8`Yt$vGc9`=V*2E3x))owwMo2@Tr-kbb7i|zRv?%z7x
z-pXizL4b@Qfk9pG=dChDWO!`Rd}=X$CNnw=V_#!#CVqj0v_W)F+Zr9LmFu(~c6tE4
zPyp?Wd{<ewHHv#X#y{OQo2x!DwMoC(mmoL?6Md%{9sHI<m^<x=NGR0%ToYA}p_NTk
zhg}if<F=v%W6}&v+Tn92rs}M{?&MjVLWbYx2C?vS(qfg{Axd&1@@^g|>A>fDBuv$|
zNf;=)Z+BSW>lYsaqoxB9p#Xv}==V8jvZix<=(s!hF@)hP_p<8ih_d5Yp9LiCmn}=}
zkj~=y+A`Vfg~gheV;p=EB?t%1g)DzE4L`iRK_KG!grT5O2uF{eGQK*<=;+CSZ_IAK
zSh8humKJExf^QV|lM$*_;yNtLCiCAdo5akLnSABOE2{g+dB#ydNJ_ZWxI0SQQxjIz
zRMFIh`+>OW%o^D2<gdw&=2PK9rADNVW|=WCF;tByv=iG2J6LbP-7@t;e+s`)_jwN9
z&5W6e93k}~jji5C<Q_Q<P~l&s$k~DI6mVcSPo5q6g*1tTij=}ab6IDe3~<l9&ah9s
zql8plWrs+`v*>_M$c_{EA;OZ2L+wJt$jc+gk(pl_BRr6aQw4t7#f_Uvw_;)W%+cT~
z<{~%$Du{sBxxM%%L#y@Nk202|JtK*L<g0n>C~=YF<Y;Sad$I76MTP*o;eO0=M0g`J
z*#_s+4V0&33-rJ#B9?EYTVzC6gP7FEhRBxhRew3{`HY(Wv?m-*jjNHuW4qN2ywL>v
zg<+?&Z8*HPBg{dxsiFU?V1A@cVqY#ZMIwh7U^0=k)djM^9yB@JLTl1xuBF1`KohA|
zp;q3(yzDdyH(}IT1R(al4T?+P^NP|E`3@bWL%G!>5DeZxPAcp9g>3RX$7G1JN);K|
zET1NH%w<#WG%Yx90Du$wq#1gk_u!C!<+8nd_2afD!LCrhRIj*YwPyA)@5re5O5b97
z1+lA}i{gDS00+fJW-0MfZcrq(n7N{jZi;+Ha)ioA?DNQFh7)!KrY3oT-HI7mpHY$|
zc%PSvaNKOFp1m;xKnhFR*g*{G+4KSx!tSf+ic=@Z^tv9!ocXypZ@|WW?N_H6G(!Kc
zVQA$B?w_o3VUFynr-8X(*9@&>SW-HBb+41fbhd*MGpWis?24WQMF8ed+onpdf$xv$
zg%~yROm3(dkv00J<P(eF{+uKDIzL+M9&xzA1;=!8`J#rj?BjZL`?GalYeS0mdFrm_
zlHl0a?fH*nUWc*~JejYq4hXF6t=84m*xaY;F!);Sdu+}xq<J0}Of*1c&fOfpt(x+R
z80uDt?f@Bo!MUQ^MFv@bKM_7bSxBzjA!QqJita|9#?WPD$Tw|bAW>zcyk{l~W%OP4
zQMdAoJuBeu2^cY}*9RB)g0f_TPJBCRBJ`ue@cU4T-RcWzC|g=S6u?CKIJFm-NGNQg
z#L#^RQ!uM`@SD@<rcgMY8LVvRXoB2EO0&RzA6`4$Iz9oBg=4kX`2%~t&D(pm3ucm-
zck*PyM<?A|rDb-bDCG0ixHu(@=TDB6>()c;Ev;132yAETwg9N0eZ2vB)!w=r@syZE
zrNK5xHbLeUN-^aDd3`u3x?1W^WQ!&gGwo2F=I#LQBvdZw_zw7eLdUmMjU&*m<>qP|
zTUs;Mh_lD5xFK+Y-icplsh=J{>whlh-)b`rvI-kVO*a?^(c{#TU{47s{)7wx9$Uu|
zt4g(Ovrr$CdO%Ld)WmzjYRIR6>!$B?9IECmDC?#!c3}2kX+3{q8Kk6WdC$1B9Kj||
zT2~UHDA^1f!&HYn^O`J9pf5lB;W@8Lm0s}@DPjOM<uHBv;DU##Zoqg9eT3kd7>s@H
z$?qL&tMDZMz>IR=e2EgI>$C$AhX&?GC6AHC0=vT~W@ZR(MzR=hv}fHK-AVGYCwJ}g
zWG2&8bmaiY7JpQLcE>(+8(Kn-HS_Bvcnk9)CUVc~nlNdiwhm!TVz1D9HExK@hJFW@
zaqkz#>M!qi8G><<BS@^B-I&jhgm7P8Ft<^pAr8#4ZF!4tnOUOxfplRk$!>IMPJ<3c
z%q$z>o^uhj{S-@lU-YQfK+C&<nC0xbC5MRfUh(6q?gaRF0_?63vzkk7IcfW5*#isA
zvh_);4TEdu#cKrE6nhnU{4Pl28wRGqh5~d1kR<(d02EMWz-OP&tk2|JV4s&IR<LSx
zjWZ*E`Z&qImfyqg>4k6hf^!I;N3BK?U?uNjnDDy;RRu;?s1dGcp1EiELR9r}LNZ{%
z$MDWYcQp46kw(%Q%`c6Sq?L8}C`-RW9{EHvd>M>`nj>K|i*E#t@iWkj?y&Y@IPFIE
z<?oi$N0YIL-eF9J|8C1zRg9ob;=Z(%isp~D_T#V+N!Bkd@DjHjvKoc{iA0N1eE?(}
zi`_h!2ufIxWb)q5^2zy{PAkZWbCqJwOzE+xIzY$4rZ0PoH%{Ps1l1l3&o_9}|5Tj^
z(Z2S~GzIi#dh<c=;sTj}S)lTk(EY26_+w8DtBYp%5Z+bK#TM`*N$s|{(TtEak;pJa
z19tR}%^wfTyuB#BID>4OcWAb(Yfv&h&7{7l@n(A%j~xvO6~tZSIK#l#Tu%YYGvKX0
zS^9XV*!K{*&||Q<5|4>4=`O+B@jcyJF#g{7ugWyj*8XOg2sF0$U4amGMsK!=8@=|h
z8x+K~F)p-BS24o&C`m?p($@^jfGk2!j?t4n&ugluI1eeWoRp9AZ7h#4F}PE>ICFBy
zd+X(fICk<ON5PXYS{|PotYbnqgt1dDU*e)&U3Lcq*~(5&Pkq{Pvx{#L@(}mX=CP{5
zwqf)=nkOLOWWFA6^Ji#rvwhQbsgZF<h_gdro`$i0?Mw%^Qr+M6svZhi1rH8E^Gp^H
zj<aWi;++NT$6GLTZ2+tXET2;N9!!Qm-_E4(p-wIfXFg}p7Z{kKW%~VuUXiZOJvm%&
zh{n&|WG1O+;Fd5ZSq57eUs)!00@avOyr+J_anJVb^XkuoGVY->gyHL<mqb(#80huy
z9qJv@kADn%jP0>(S+Pwg(tqsbm{hgSFwZcyWUFF5XTWD`)OS1&Ji9#oe!;^zsa&Jp
zgm<172;lOJ><qeE194a~42u<Sj+wtTo)HNSUBnSLqxz024a0YP$JZL_B`C3MC@*8&
z?ZL&hl1?P%f-II=gCPysW@}ZgH?@dUVTi?RR0Bu>qU&M&)h`U?bq|eeG!!D|0=a=c
zPMVmJ6J1}5`N<n`bO6X@>FpA>EocpP)r?LX&6}aJhodurC)7397d6J40S+_E+f%lm
z&qt>R<XMHo_u|UDC3zfazgJ6EG^uy!(%pkbIHZduf`v3b`G_Ysoji^&rx&HA6`3i5
zff34@Y{D{s8`TpAy-%PA_M)!X?jGWZ*|N@7Jwux760QZy+TWr9&DI|iaf8soH+GCr
zgd=L%ii!r2M>N?$*{nCC33T%ucpNm*l1Y4q!Jb@ClSMyhDdZ>LI0}gHG>^v+{SfUv
z_AM5+DcFA46<9qyeq1%Iba3j*g`PhfhF9r2oNEe#vYABf5ZxtGMIfEw&n>CxP?Kwo
zM{616lS6@8>9PFvTRJZPDt>S8AFG_CaD08&u*#zYnbUObP|P_1jr_My`7a>jH8{HH
znji!_)G|AeD9iYixa|q|rr#=17TsZs%%Ux<^@HHgs8c}Nwixpvt%Ui{YsELZ?>4~B
z99x@08WAQ1`74CzDGw_LQoKKk=5TPR6T_~<N5zMdQ86O%6hhcTUSV$R-$+C>8P<}S
z$J5VZ*Q;nvjD_9QslC)G$T>*e+b7H!hf*WJ<#b)1CM)k28b`~jmC!skLQ!s9)>ni4
znjF9?%OdhxZ>$u*E3wB<H7ibEkN(mt{YsZeBtbl4B%72>v*>1Y_a#y#DkgOnWO!3;
z7jE<zDl@y{=EQL$sC~#EZf~U_3R{h=(!Nr?xgfu-sS&*Gq&B6zWBzQvUGtDpBc_qC
zxX6v$UDTZO2UeOocW1EQNKm{yb31FJd24gf)E6VpMk|N8(piv3)>M2M26`2;`TCA}
z#Y^Q<r!H%d`Dcc*Ty@stzTulk^DX%A6wWdaX(3?s>Te628=O{Bz=@5Yo-pD0qcrl1
zHXij>WRy;Ma=B`bHLb``s-)5>Zp@t@sMXea=xnPN`s^4&JaskF6c$&sf(5GuC>Ew-
z>{wcvFl9%?apm`Ew#&n+s@FBf$SQA)SSK}po*iawhH1qAsO-JP;n|LWEhM-I$7-~9
z7VJKeqhadkX~H&<L3Whs%4OGzot;|T`*|-KRbt@2bH+Gm&Yf&VFmse)J^B6lNHB}c
zLwF;ckx<dKDS{cw#ZGDfw-H0|;Z&cck3zI2kqg4vFbi8{eT6Raz<xs;&4ILf?Tu9z
z%tgk-tFwTPoN-T72h_wh12z!*c<Q=rvpNcQM6h2q(ml+9cJajE#y<IL$>J*2i0HH@
z1DfY5I&OCK`Gd<N_$HE^F1qsEbi<d1&wUl+43tmrIpP}Mji=P4>`4{_Ce4G=n%x-V
zUT(vM>&&m=-cIGk^{s|n5({2&zPT&v@b_u(TN!_;I<t;^YU<o>S69^GDG0YS*Z<~Y
zG=nL^oLV)IV~NeQpXj56W`Aii?e8YtZ`xZjNA|T!p>QEo4wuE9=a(Ky`|6c4*HfvQ
zW!kaJucy12o8tqisg()aUKhm$_VLqmw(R0Q*>HFly9nKWLBVbkmGbEj8)NwQOKi1q
zqLfnV!#Z<opDPTsfwBWE<H1KlJ|3<c`xAyA-<%g+f3}`4oHvD_r~OPMvvKD4%;MWz
zS6g*svn5{X#!EF{Pa}LT^N$!x_5&zICs$-G<j2f28-qWSwR2ZlLk3Xg&Q~f4oQu9M
z7CAV}c$4|LzP4;{Hal89(4aeqcbr-%6p8T%;=k)Yib_8~XP$I!IvH1ik<%#ePG^0M
zrUEi}+A5T#>v>r1?2_|Kc`Y8&{SrI<De@7H(We2H2y|OjGCN%AvI-Eqjm3pVk$c?*
zchZ5mCGqO!4ixdYO}P!_iKXrcsrHB`{gUgeHGLxC(A60p>9Y%&5DEEGzxHOyF$SI7
znh1GwPfm)lM011r>*Pyklu<tnQWMdsFk(*NciGQG+EIvrrJx#|?QdY9K>AgQNa)0t
z0FFsk+HlUkI*l^i$(dR!uE`&h^4q9>LEYVv90YpM0GM9&04YfD^(YB+Vp@@<NL%$q
zN?KMAXQD}7R*zt5w*wue9F^6)`6A<v6?az#aSEC6nY8eH<K2AY{GqP{7|KFNmur+#
z!&H!V=1pj)rILD7EyJi8E)@Cz9UyL^$L0D|GXJnIsYK**s(=dyot~m~NuXXz5*H~u
z3wKPYRoqXB#$`VgVt}mO;<7@_4?{OxM0$!wB@SO|;Plu*@-GZrqdOtSj_l4I`q3cM
z5uHeIzj6fX<_y*1_FaGW#5ldRiHVl=o%XAN(qr$X0wa0D(GTtH%NH8TsQ!|3i`S3r
ziIaTCrq9hAwkGF>TI@ursVF~P&HVm~xjPxkSenX6PE<$;*o5?E2O${^=8i;aj5iYG
zM6Eluoiue0C=49i|4wr2uf2S+p~)GB502)$BMHAd94sK55;h$+9jg1~9MWEdFrWrr
zkJ&HGM=nSe5Od@epn??DO$qi%kJ>M^6Ms;T_*QpG<!6;-55haf)%95s#GwS2XX5$n
z5zVa(mnT*!%#l|s{i(fR;io$vE7Ahw8IQT}+vtuy<Tdp||8wEZ???wEiiDB^rUI(r
zx;brTAFWcjfw`BVUKr_H%rN=pk1n?LP$+NK!>X}CW%q~K---7St>W09N_I55fXi{8
z&RcOfqdc0c1fobbBWYrGhn?q<_c*R6QloK2I#cO}?e@}Vd~ow1JujE_`qqUM&=J4S
zNLLHeYXxh!!go00LAqr3gKR>1Sa-oh<A&m|mOP3?I0l1@nqojnQRD`Tm1G7a#ZE&b
zQ<LP<hz`pDq>=4oV*mhdF~(NnuL+$uWn|*mP-hgmm85e*06yeVqFg;v(s*Jr0Pl7<
z%s2V+_zm&*8KRC7-1_KDx9NQR2v>ytfb|drVpBIM0TNDb^NjNymNsWYp$4z*N58;C
zlp}4+7K~;+dR#$7TmO4~%(DUMdwmF}k0C+_>5eE(WC{u1FgX}nJztAw#|QZIG0g1)
z6d=Jpxrz}fX(OcU()ns%mkNq6vDd=`b(VPN@(snLN9d&tEi(Jhi4`={!qEl9p~+9c
zf=7^un(#JP-mfa*cBpp`wH)aTw}mUhe>84i)U6@e>nt_TYNbk^e@ga|6A|wgv5!F)
zOx7lVkwz&t=oZTcs3SUQ2Th#n=~TJ<^xr6RuWfSjJ9-~S$Qtt7ojZ0>iGU$H{rW^E
zb7o86v~ljm$*&I>`K%K_h!yi~*2|>U{lshC@e?&$(E1q1@^<GkXHQ3WDa}fL7)@(U
z(bD>?C-XW=Z5Q?dZSzc^=eey4N40ITQ03q?8~0kiE%ZAjH!=lxZz;m@w<A0@bRp5;
zI15c1Sj^(Bv(D}mi(Aa~L0W?%#*qZwILRyW@)1j>R9Nz!uTr|=JHH;TZsJ)+atKPm
zeGLQ-$VTmMr|Q3ihVG!rN*UfYcnPDGsyvJbJ*(9{Pr%v)q+Fc{-zp=q=HegYl+EdT
zd-j(|sf54YmDwHBgYX8dp?xhCR}q2qO8XizC`7~j#G6L|X;;zC96t-AynzJ^P#=v8
zYX}Rl7ZKB%n95ney#IAukU3;hdU9d{Hb+tKXAW%AP@&uLjN|p=kU}SJwvqL14@TP0
z*GpNtvm$fyXGJ?XW<_+&m?L-02!?4e(oLYXNw0tEs;{NJ&>5TXnSBlK3fwN(+0G83
zNb^`|`0N>2@0nX`(EP$JEKbpC!RU11s$=2k!OH2BKzau5Iyo8G%SV4pDkAIrq!V&!
zinNxDR;Ur6V(T4Jtkw}D{?xr8NoxY8?^*<*vDuaxayYA3^=wVMrn|pnvhS(8vTu{X
zP1vs_)XSTj@N$(p48%mzu+zxKc<cRZSJSJ%Eu6wjuddAJG<OJRo>j)Wi>G@DulLUv
zZlvLxmRUjGvQV9|Zp#-oEUYS{oMtk7ll<Xou+GP_kW$J&yR5jejLEkUke4loVRr|{
zr;J2U9umzekeU<y$t^+#?lvWdI>Z?y^Ikq2Yqybg7NtTwmTT;8i|(#~ZVb1(I+0Gd
zhb9iKdX){VYP5X3e2?0rxP>}vv)`bs!Kg569Jr3GC{FhDQrXx0$4=Eij52pM`SVFH
zgituTL$F9~*NF~qN%?@pH>pKpAGdFN5pInjU7hX`!U;{+WTm@PqqIrt?J!>hG4gDA
zFqqg3hmDLh(J?TXUk~1NaPyzN&jF4m^m3YpNRFRUkIQUwQlPQ*RkDCzlXiv#RS+?j
zgkB3yED37OUfvKZL3M7_R2w)32Rv#ih4blZ#TM0)VR_fo-ie~=df~UbfU`tPE&hSh
z{7q}d%Ff30FC6iAvDtr!b(ntF`TTy1{(qJ5$&P(U_z>G~(A*{Aky47-4NJx8`3fqJ
z??D-8;pO2Vcm02L^5iKV13TR_*5?-{Z-2981AYt9j!fxREhee*3WwI~UFMpxn^rD#
zSN3ik{$ffV{gP&jm2veIGAH}{_o9}*ZJ`&aXfU8d_c_eU^zBPeEDf_Yz+=xREfC>n
ze3mp?=frKP&yWpqGX9gE>GujnZ&Ds-z`l#^7D)+<E#RdLAB|d&BJKzyj-a^Ssvp)c
z<K@_~LS3liBYu7X8~T88-!_ihw;cKo{Mv%r$~;x5G)6h`@8{7CoV0C}=`iXSws$Lf
zf_uv@Ff^}R^#38Uf6B5xh`<LL`d4888GQV={7YO_SQa2pBVcc)XDOxlNAN$m(4XAv
z_w|3LUCe)I+<s$6e+u{5*jNbZm_N7$6T=6EVPs%n{oiO8C&M3b>o3~H$oTuN|Ds*L
zZRQVJ^P!OY--LTi|GBj9PsaN1QpP{F_b2R9{3ss$jR5_=_Ak}iKLy0h-oa7ORL`F9
zKaO5f?>}C%{uPbCBK)DG`#`yWAgaHZk&2nMfVG3!pDTXftBRSSqv>xFx8FGLfA{!J
zm&fqCO7AzN-fznvuYRXXAC-~+Qp7R+A@TbgUiy0&{=CTkRrdLhNcr!0iIa(m;olT-
zXPoXH3PKAe#^+KqEN0dKvl%uiYi#TSGpYm;s=537Pc5IQWNY+Ft#T7VT5~=L{X|mK
zM)NgFL{siL2t(Loqe}t#Oc@eJTv5}~N?lTNX!7apNtNK%%fuRF_~HA@Dt{M$C#=b2
zDyNC@WX8~1DhL?RI3hUs^(_weLFdhYKRZxLCvc8J(I$_~M*;MLH!!I(D5iN;I`?jn
zN>w{QLianS&*RUC6Ppg}<Nf({jy`4%V@C-GgISI0j19Q0c8r&xCf#6zm?Ow0ogt^}
zB%FOZ+vMpkgBRQ;t;MO-jgUiVFqEcsc9zd6G{zwmwd)Y8*K6r%2gaG0Z5XR)C4D+R
z_C`XqC6!3sCJ)Q?HN=G7Q%tK5^~Ak0gfK6%(2!d^w-j~+=hkh+%md~GJQ}Ki#hFO*
zZ7g3>AAtf|0aA2v_*9~@Glg-!Ut7Rm3~_PhrN4<IX9n~igsmG3j#|~~W*RmgcN`=r
zrcW?Hk%k8@D$^{Oq07~-fQNfjk@6*r8p<J+rlhrmqsAI-L2J`xR<$u=CUn9KdM#06
zyLUp0i)RG(YjfBFmHM~lOxdtwMhFJM(_wz~KBnbWz8ONe*@tSzpugqgK9=R()Ijpl
z?eB0M9y<e9*H$PeT_P(lSE27CwNQL1nzddGrB4JC1B}Mgy5+544UBx^!JoWqiI3T>
zwVmLVYt^Wgt)HcGC*v-xTRf*6=k`ij3?`~hw@~jr0eu36C}^Gyhf&9cFQYFZT{^w(
z<tk42DnidS5<mX(xQ3L0oqQoFSr8xd2>4O?Xi@&jzxM9Y{8@i=8fgcz&)Tk9uldSo
zw%mGGDJiCq+^ngP>WFQ~szaIco`X;Nh2u>#&B$iQp~JLwFNujX+VC;l2|i+lih)S_
zi%p^Hc-)9C$DXu=Q`@ZMIg4-!)x<;vK9xAZ38o3fJ*C~*7B|p3E*pSuU-^Ksp~<h4
zwCzYfMu4~vHQZAKs<PPO5Se;fs{z4fWaYk1>u|2sru9d?&<y*!th{4q$%kXox>=jQ
zJ9;^q*qgstcme3r7ydqmS0rr#ywWx*)Y0QJ7}T7hV0b(xj;$#c%olh(E=vAFXC`5g
zca#Wz3|W(f{Paodb(a@BgqSMrU#};%7sC8kJ0uFct4)dMQXg%`x`!4g-upnUI-=U&
zo|;yQ?|GW)><IUP18Y}`0X7kdu*2lLJCipnA<1(n!ZX#El*;;zdAl<Mk}`Gkr$jMi
zcF9Hd6k_<r{e7EMSC`J}jzhWWe!(|>!O;Xs+J158an`q*TFs6*QQWl7PSm9g)EzYP
zG<#H0*sg3AOl+yfoN0TmMNj8OML*9`igu}-^2bT4>19}?AMa|m6J$&<IrFPelRY!^
z4%C%3sE$*mqvmhG3hBgqKV^!cuJ8EZsZ}CB%man`1T2TQaXjEo$(U(Hxnf`iEz6e_
zBygN$I%G&>_%R3GWKel<nk3vGL3UQSBh}ZXzaTl(r@Pm2pNn*gNXniwXCd+^2=-$h
zhHvcP@0{D)IzKV@d`7c9h}}y_5O}f+uFK}q<W!l+(&RG3rdwyuzj>t-xp>a`u&ykh
zv~<7l=xJe9*}PpMY2Lg~U|=*`@Tmn2>+*1R6P$XmY5GP_u4G8$dL39v|Ng4Iu8@1U
z|I%!;_?8xA;zN4gdov*pGAb)lSvXKPa$WFKDV!rHvUY=p0b-Ct6?U954J8$c_OL@x
zQq)*dS2+j0T-UJe$eLlh=Q-v#`h~<{h@N-bdhqpwez`!T(`N*Tdd!S;ME57Rj*ZL7
z=cq=C7kSq(p5o|hn&iLkNi>infK$t*GGX6*{`f99%JhI;k3}Ubzq5P-Ijhik!Lgno
zK0*=WhbXiO>!hi}xXz%W{pdnXsXMx4$;RUGG`I4(#{5DAH_&AdR|OdYt!{h`KyGM=
zdPM~|L`;y2qZ8N9CDYV0l>-S(l4Rdm1H3iBZ4c=~Vi^+5t=gD40oXIT!ucM9{UNyB
zgJPbCmM62lZ(OGOQsy2qvm=Sv)Ly=d_OwIA$?{krD`-J)MvcJ**sz-RfFB*OYgnPD
z4_TfsuI{4qyshc;mv5Te6(ZXXyKM{)0`dQ9aUqnE$>h=QmJ7i-PjY#8BuIegf-VH@
z@qp)vtwOA%S`a_6FPAmz8uW7DN{_McV4?X=Wz>1Mu=jJJX;0}WT4N$_{B};PK{XzX
zq~{wH|1|1axAl&n7bdPC7hTeZp9O{|tURODb6yg0nc267g)s+1>b4e>y_#Cq91|Iz
zFJGW#=N{7!I4Ej9F9t%Pi}4D(AOk-zj*jH$B36xs#@$`bMi-9-w)fzM8AWArtjp8-
z-}=i=5oPi24a!#gNnq*Iwj|Jge2BnXSlgeUnc@4a`{pUxDuEh{sbn2VEo-aC!ub41
zX6ID4maXaiH!0_e6HbSnPmya!D=mNygYCYN^dmo^*^8Ew&#psb%*0Z62)7SBUB)_7
z&Dmd0ow|K=$Y}|u%aPo_^k$K&f?%hLVvm5-rBoC{9JSeh!6!sW&b~4-$L@;n7BmDg
z`|_U0(S>mhLx272E_w_5B2H=#xDIPf@X8)>jAk#<oBMhO7PXoW<Z^ZD*RS{J_e&mW
zAyJfUA4MXd&yvY9NRzf}%nICnPq?#FavazYK9x0*;{jGR7}}%<wsTI0e$p<VGGu`f
zx&bX1%09qFx>M9CK0^KP?qX#NP_CB@gMEFrm`2sU12r)6ArddJB(7N8LHS9(XiT}N
zWqR;yf`g_vdej-H=K&y?pk4moNh{{fEgJ4t3@$kwYgHO<VnTG1j#S|-bi%wBHv%<r
z?FcLb;tf4};U%9fE*qx@@B`9yQOZ$5*glLRSucC&O8kKgwi%X1{5jm2J;XH)iD-t@
z@aGlJfW*J&!mI0|oDvHTQy!xfn;SIt#rRp!cB`=iz?}3$dv7k`YeNnihAy9zJ~|Vi
zofo5Q5Wc8RJr(kjtxb0$Gz0d=eY?8HY!e<wU>u`Nk#4R&=I~Cqae9Q30ITfo*zA~#
zBYj$lB>}wx<)G9~Sg)x{IQkw4(#XA7J42?k;N;ecQ}S2B{jDY6X)xv=8xOmu7x9G4
zVsy8V?ustzk0UWZ9K<C6(O_FLmxS$KDq0j$8{)W!p{|kWhEBG#4}(v&x5c)l3`owO
z)mwnieT%o<cL@82U9L4|{0Q#Q_8tsLI3=Uvm>Uunrk8JNE%eyy4g#5IQ392>rR~1E
zG;d4FSWWq6b=`YZ|Fjs>;~DIepL^$9ir_x+Be`TtioYa65+fGtB}O4g{c1f_m$D{^
zPoyytUx1>*Db7cl9a}xpyhjlh48=O_c$}ZA`g%+52Gfzu_a$1FQ@ksOpMhe`P=GA}
ztrjueU%gWIq~=tY0Me`%NkEYMARMQkZb$jb>`Le=qes8J53Fd>+w0cj{^`Lz$HZtV
zC`(kP_#XIHn4l;Zt^Ls&3n5a~IJb*kx8Ew*px>`af@HZMB|>0qE?#X<m`CS=(0SYJ
zsio?r-Vj0kh|V7UTa$cqm4i1|K++F8)vCgYTjAEIs^ZLBu(wz&HRAf(4chcb{cjbi
z69&z7aFRyV^$$zIr`-3<=u!+Y+C&PFkOF!Mvh?E^Y%tl-*<lI;i~Z4X#(i)>KZ8oP
zX?A4|YHL?GHdIYCE!NC<tj)U**ATe3zU%Dsa1JEZi8p~RObY<0J^ed<uQU;)ENKTs
z3pGZ>TSFXY_;x`0Ai4ZB;SK_TR-Osh0bThdORDW#QUPj?x|VE$b(g4l#CrUWFz&WC
zHe2H`u;_IuA0GLHe%ZbN%^NbdFOYSMA8jP!Fav|P3H(wy#MnLklnhXL=uyKPw+s-v
z>raL2Af2YgJ@$VYsz=&+u)0D|1!Bj^ypOQxKE9m<fZQXkLDgSbZA7}ZBfpEL1z^>H
zgU1G5QoUl;=Vd=~3pVAlyCzPeu9(u#Kq<N)JFAF3Ba)N%X%$3SF=Z6m^m%X)r)+!P
z!<u^s@Qn>ZAM`^Nd}7u`q7BArEVM0GrD+#41|o?klHdp|UIir4KO)liC>T*^nQ=3=
zId5~yjt=Ta!;qN34i1p=5V7ffCzyf)CNU-7e`IwD>j2IS!p087(ns!5fVdc_zLWH!
zTFKVSX9M*rt_;@XK~Oe@u^X(sWUL6RG*p{9W5DPdu`#fYMiQAJ*%75nZu-%D^tE-{
z{#RaO{U!AsXOc;+9PN1!+csSaB-x7jnGNQ;$`(``Qc;i17R&jygr*+LDulmVRnggs
zC>zFuJMy4~jH$MM5c-)LCWQNzT|Q*wAmOtrnaz%uO|UVSK>ARcyKx@gLLM4w!-5Bo
zw=&hwcysZ@xE-2sVOV-xWd_5Ki<DshZfXL`_@OP&hOj)Ef0n|X7wi1CK`|M{Mxq1P
zX(Y+8ku(iOQrMr8L7cF7hQCfg85FJz@iH1eb8Pip_|)`ONW`DoU~zcNNb$P>Mm&A8
zqU?3+FQU?Z(!}t%uW{iyl<Xo^w`0fK&|SD>3WJNpo-%>_q~+^eyvoIkM-6CZ*$5EB
ziB(C^YGiQsg<RMBNll|c&>2;{KQzzjZP*U>zqD~8jeIRoEcUkMwnInB%$XeBK0}pM
zRuq@IQBf=_eTS~{9j&9rNuN8uYD`2s;?w!qBiYZ{w^_x@<kF^`&mcdanaXlCS&zqt
znV+n;tiSV`=&T->fX!n2C6Rk8?9QntvIae3-xF48<Z{_?pS8~QkKp}mr12V&GO<dm
zN@cQXYOIWz4<1~6k2~4@Mj7C+rJBZCmup4(xdS^=l~rzV{;*EAQaoupj%gEWQ_0eM
z;$3`WmO(-p<<;mtsYwm)Fs*?NjePAmyr7UuYlTX*JYm(`{Ee@Xbe+Jw!nT=0a5X@K
zTON(`&R*JDy3H^etBH36oq~2j2YCX+m8&q^q0GEjXbib3_7^oQq*B)BeDX%GwOIyj
zRs{d1qdr+!Zz8|^Ir7_KN!Hx<Tq*3ymnRpc@wiv})n*^0t&8`a>#RYSXd;PcbdHhT
zJ^d1*Um%s>{^m|>2uKE;&#2#M7gh!B9jv3|yS%GNNdPwjtSe27EIbGk7dLhgn|MmP
z*lcr`k1MJgL1srtve$k@iEOr$oiG_2@f;K$z7BRS{sbi76}(Mvm8E>ce_6_lSC1xb
zQ;R*ZpYCIJndfzxzb2@Eud5`oUM))-Q)hgy32)~pyr-@<I%1Lj;aKFrNLj3nx*w??
zPHni&?~gwxC6^DCFMmOFEvjUWiB~RYoPEKMi#k7fCCAmuLR(eD#pB}Y-fwg^Hdo)k
zsEEm*sKlzUvNE20#W1H2qm3qlc_piG5<jMt5|El2`0Fx|FG7$~OKIBhrzX%Y{Q{be
zHhBtuvEbwGkJNN#WQ5kHrdTgmLk&R<14S5_o3XgA%J5E69m{l$Wm_WKyp^i9+4<Oy
z&c5a7Ot|rW0JXO43f#@Am_(G~IVZ74Crvd4oZNsU_JqI|qNi+BuOnVwGQjs&hrWwu
z$Ft@>=ehaSuuj&(^xNub5`w#leU~l<=k@5-si~N5!yaRh(fB13=x)_D2i63M%iVhd
zn|Q(v?;{fi-Q?*odLQL>y@p=Z0G5CeJ1=<no`EG@MW6#V&8c5i)l>RD)mQiTgqT-5
zl-n5CB9L?d@Qpq*jJX;bE|AX`KX@w$G5|RhI;1JvXZoIM!iE7Vp-kSv`Ock{EXh}0
zRR>3n5qG!&XOQklU?nE_r^z+ieu%<LQ8gIblzzZ>*N2)|dhosI0SXx(9mlze-3w<r
zY0-v?@}k)G1L`5MK|tvjTp@Q6kC7ILEd>}3?b}V@dyxY=AP*d)dNX40{AHa@_N?)~
zjkogY*su+zDV*FI53%NA;&bx_(Nu+n!bOL|;o_d0>!9~}I_NLOCKBu~Sx#)Kr1i?%
z##5C%YF0q;0<i%uS8fnb;HW{2f?T3|aq&Dso;2>6fFbiEwwMRX&kRWQ8xNAxN`<HV
zK-+I6R`7PG&!b4)-;-uGrxEnHd$qxY`TMVd-++>)71s7ulL;*amcnhpwrTx*vwH23
z$6jtdYkoWsBIJVQ;_JcmYJVKq$4$-!WY1)gaBYWHFy9&H+N48%Ta91cE5e%s$9T{1
zWlps6vMHN|C_U{Q+Y@0ZleZk(q9f5W>?HiReId{}#f*7Q^^%l90<_F=tkXC~RiZy6
zZ4$iZh#)!;65(@(1cY)*M(i}7IEEqTA>kk$kYGhKzZ`=FAT1E_1mqCwCg{--4c{X6
zo<LIQ0{QvLM(XB?khDl9;D>^Zwii;lY<pu7Y-+oubmr|Y9tq%e3G2*Um51<#ApG!0
zipCH}iACTL2G9~s3VsaX!^7Q6^FpUq46B0yu8)J%!v*m6s)K>9OE8m2X+ucY;lS&a
zxtW3S&0b}1BcV{%w~OcCe!x2=-N!^xy+)x8<Q#F`K4Hsi>KbES`F7~FMr<nWPu3b?
zsMR2gn-L$+QuQ%AO1k2|y%|w109{VG{;HYXx#4G5AF64d-<*?ZEkLvGr`-Ap%tJ=s
zmjJA4HJf;O*|b(lyhf*qy*)hOA?6Yc*()F*UCf0Mik@tn7`Zbkz@PM#Tn_<?hO|8$
zR!|`zbjDS!Ue+%5k_dT2xVMrNmvEaF`CPD<iApwa4&%FdOceFEIl0kz_^ZSLm*=Gt
z1iItCl!xsPG0_PLWZH(jtmtF}RIwY!<mvF|(8d>pscZ$VwDTd~mmhF1+oXOz@GH@J
z4FnX+(I`tbp9M-pmV#~31q2y#9LcFWm8-2(4~P;7=SXM;IKp+O=Q+c_=t*l1oVDt^
z+7%96p|3{=@-KPL6&s3LQ&C15Tdeo*6YcV(1*3lvhsIxkZyUiUTgcqh`1RC*hAfV9
zh~0|LG>vq!<6^ZJ3~Q6HMgVnspL9>|4Ho?Y@1Tjk)FC4HD|hgMt&vAT_^0zla`5kD
zMf6$5eu;9%5ZlRja`U#$zW3UXk|&*NadzK~%LfT{`4z+~b8(CBTz%b{hQX>gmGvco
zaE0t7PwQN7!z$SEN8#`i>ec6c(_-gX_XOuA4HK3j%*7^siCR|*u%eGHQXXjMX4-{l
z2Wv-kb~-0?VPbIG22O4eInX_rsga}i4kzKyyw3sg(0K(yBaGGz3)n;3Cw!YJ2Dexp
zgRlmzjLUlrVnw9!1BPs=lHl>WdE^XaH(gZ_PsuFHIo`5xAl08TlT1&i>Yjs>kWmIG
za#q5Xew2k86^O61<CPVS96O`D$>|TSMjq0Wl;uO0nUBut^^}#!rRSi7l`9(D*;uSX
zsiE|0Cssuux2Js#9c)V~ym9`DfvB(JB*QhNLfb}x3ZgPPK~{w<Qrlr`I8dz!cg5v$
zbkG_xDa)=XRiTtU3R(J;G0g-}Iwp7&%n$dFnp9GDjIHK?o_DI%zy9_UY-1{n29R4u
znOZUCE7=L)j7X_=<V5jG`HnkGE+c8JAo&?)C|{Ex>O<lHT<7?`A^=QFnozT<qfy34
z$UU2{H9{dsS*vKC>X-b!Ec&RS(Ge4s9!J3#t~itfR--D0U7KA0?t+jgcFQ*;cClF@
zavkK6@bHRO$~tkK&{zqk^OT6YxldRpR0&Y;#a;V#x-pIskW$&B1ZHsWqs9T?cjxIE
zn&vKPw9PUI13EUoL1wcW9M+b~g75p#-&(r>)&z`qDoYBS?g3qScty$!b4@ZzX*9$n
z2}p_WgJH5mCC5FVk}DgJchvpMy^ZS3`IdD%7fSqe^e}AiDLa*cb;^CJS;esmt3U9a
z%3@P`4sC!92%huwSLQ(r!B%?3B;pCW1%Ky&sYVV@j1A=`05M-I?c-V#v8}STnKhM(
zp0u4ZvUli^TGarF$5Gqx0*6Gebz2v#-_3sWB!tS(@vx;X<yXDM_NTS2TCSz%YOmq)
zevxlNCp<pXtnT`W>VC}^PWedgIFCtl+ZfNtC^T1eh$pAfnSHJl1{j}Qb&xJ3L_=WS
zZGKHf8@zdc?sIg8kmE7LZwN{`E-lM-L7nT*=4re9Jiw1oNwlU*0~NOb<Iq134^FfI
z-gyASVB?h$wyLj<J0!dlvj9W>{c(2?TDxJ1Cj;>vr_hrW=N~ZBpJizuWPpv4k?l{;
z#QYns_)q0(%zyYN{KgReSAZ8Y^_vIB;2$0wexzD5lrwW$_J?eAtDuMsSTi6YF@hUj
zuccgO5L+gvQ}2duc-r6=#M2L3dm%^-wbWb3O@v6~8IfdCFr&jR(W7)2+fY(Fb~+@V
z{pX`>;crRE7BQVTcxc$SV}XD?VW9nMnQ=R-4BoKWFT8C9aC~DsAp*G?+n|0?ql2mU
z7Yh`&hrUpayi@ZzM^7iUlqMA@w73y5LUNOAN8EKco<phM(LX4n#V2hNBW|#k#?{`E
zTGKSA(kIfVP9;vIwvB2Xd0xa7?|tJr9it1_Yd@_}oivUd7*g-JQB#_vXDx7n{jZ_@
zJzRfQu(7cGE3*Gwsr46M`W+qpRlz19s{~L`{r@|``@^W=FLw3ku={^N@ct<v|2@I`
z%ZTK!2!C+CkJ0`A8o~R6?EOja{`~vjP`uwStiStOeAsmS*DLM+yhx1YV}Jin@l-S{
zaaFMROzw9YcP;R2KBM%eMl8a$)oaX>R>fN)I~y-ro0~31fijCpnABMe1qN^tfnkVR
zd=7M!3!m%EDa#QTg)HF7s4ayQ5IvJXBXT(gMLxzs2<?ZFB?1OXzu>QL`}SG-)6S<*
zwX>`X{$I|MPxJ?`CP^RW77!ZxjO1k|{(+ls?=LqIa>Y)0ZdZOB*ZKVYSmC_BQ9EnB
zNA(yM$)5r5_y$@>vnE-Y<(;qZQ#oyZ7vry%va8qY{O>Wf+EA{B_;{<%jtGEGC|BF}
z)4+i_w0nxdXD*`RNgf3_)g-IHb}ajA%bJ$%W~XGL3m;na$*Iql<)$4m;W0Y;*ry+E
z`Fpq(RtBZ)@ph99+iO{T`Sc&Z;}VSbQ)H2qb$e@@+8W~HJ&_KtXO9ABW|#3a*t>n4
z)~C!n5Wg6aU(mc?h9r4$)$Lp22O5W_&kZ{ckBq14S-m14JYxBWbbf67*gz4~SH(qC
ziO{mJFeGsImvJC?mVoo*zkShojwFa;-Po<ZT6{vdbj`nVg~&d6eGZOz{dLpz_KKXX
zvRoc&5kY3%&m2)X`JnTDBe}EQh!cZQxvt79R%e(LbK0VDACS^M+FDF*biD+naz6jl
zdMX>`ZntWVsb@-ocA!k@Cczpr&NYtH*bJ+!|LUxLFA4QsQ`<bL1nNmyXfRls_F^AT
z`n!74NS(#7>R>wG5q44Tq81Sinq#DEYfOHCFt1Di5_ieS`ft`4@bO+LDK<))z!t~8
zF?eW;BGH6e5V=SIlFoDYtYV3*8y<zaFzypqSFC!l{ZJDS)g)W$D#?^4$uzdtOVWoM
zChOE1iMif>Dvg*R+65ArLyQ7@rNKJzgs75mE_BFX6f6$TpU-H#DfgPQ%sfOxQQxPJ
z_S6mD+9g%%CPwJ;^GZa?h|-!uL(-iH8x<VlRBC-B4R7iukPVN?i``f!rJ>RUqMq>O
zUgMZpjp&-KK8!ggu`8FFHJbPHNYVlibp1fPJmsp=fqx1Ogdd?QP&r~QHy|%F`pY-;
z7r_OM2}FFDi&j+<%$ZRIC$WF)kFi{5X|IS))>1ApGg5;QcU`vfr3^TA#4p?iDmoka
z99Km2O<;5kUvjn_K#b^1y^y#bMSt8Gvks}QeXkzRY>io+*e<ZlYVmpBD4Uh@r!;;z
z*Ei6&x3XV+G={vBcI>A|0wACo_j{&O`V^~r6mO2(BG)WTNMnj?F@6v>XI$43W5#eO
zeQB!Ew=7^HzHU4&Ou#P`)9w~!Y@)ius$HR`oN;*C`x)h$cN(;Y>aK%{yhU`Q_9$#R
z5a{<-+XheUFV7rR5UW)$+nysC9*o5ofE2dA=8q8ouS!(R7RjN|HUMofXWiJ#(YRW{
zAaLeHBPn05p@-ARUBMu9CQ?z8xe~2r%zVytMABPCDf&)|7t=morBI|X>JZD+EX_G5
zpB0_JO-J5l|I62#AkdpzFWJX?4*SCzL+isD1LfbXF&_H(&7D6MItkQywh0Z@rYQ{g
z)U6W5okO(-6_}*)14I1cOJH0ds9FK^3EjDZFc+C1=?#Qt`LWq+U(1v&P$P`M2;A4l
z=i#+duW96$gbw%a-JjeTJxA>)J9ASr{7Um(j!U?31bd)+YuX<TjyBhIGs1LP=pWPq
z=?2<ypBR4k#t8oK#+VH8OUe20#=x&!q!@?#mp2CF0ciT~-WUz1pXj2>Qsr2d&-aW^
zJ}HFg<K3KfB@#pb&}54G@W!|;HI0z^PLmb_<tc;{X7%vljX^bMs8Bm$_u-9k|C={P
z_&MCfl|@kmrvRM!1eBw0HuUnD0Z2;VwRIFpD!DRdu(#<Pb;`x(@D#a`i2M(445-tJ
ze!O~p;SX<&h;AD)>O_Kyz%>HX-@GvxKfE#2zJ|azDKZt_?(T!pi7(SM^@>cg5RV(L
z`BCnSlAYjW`kk5=5vKY&I=-FZlU-P^w#HJ$-{0qcOX8SNe7c3UZ5x}o#TU+{ltmpf
zs@_$0{P4y&MC%3Fi~x1pLqBWK{w~Drv{?IqeN{sy;_#q8-L&_viP!Yw-A@5WK6cuV
zRyQDDv#4Wv9Lh=pCAiSX0ewOpu-=0<L;8-B?y}R>XfpysEhmJcWV#N|*d7#VG`H|W
zlNo+D=KcV-9w{`4g07fi>-LLd_m!J({hCgUyImH+a?UTxqTTeDpL|;)bWezBVqqFs
z!05Xz66vwe0YVz8(jZ<l>cX`kF0ei*E^F%hWyK&lZbcyq;3?$rz6Kx07=pMULzQTX
z9l^eQpZd|B8yb7_`7kJtZ$gHkG6}N)|5tNY9~4y;#c>4O5F9i|GYnr4BS<ap`$JJs
z*hK+h12sUCR$OpfW7l<QloTPT1Vss1aF}6K(#Q{DQW5-$WDsd4O>0IZC$n}8`q1?w
zgBlk*_bs@)Z!!PKKiZi$_uljFx#!&T?tSl`oio2Py|m%tvmL2@3o^bPHQ?L0;Cfib
zj>2T!1leY4oS}^OJkar?DtKH`x~9gDZumXOl+mMDwY*2sr`1f}^Yx6AvW-d5*m`)&
z#q^GW=<uRluT@6+4kUVR_mHbDnrZJ}rha<KyLW?U={>KrKl)wp@||;~_WqXmlwi5C
zLb)OA-Pp{INWb<Y<6mm837%ilRJe5Y`ToTrVSn$FO|Tt@YyH;M{?$QnM^Pcm9MiAT
zeXb8(aH(y|-1;{Ex%HdI1_zYr<0@o`d2*xq&(_Nu(wo<kOn6qY`7EGg<Q%$_To;mg
z{IBkY{IX5zt0}*(u${NG4KU4Z8*M))FA29c`S#gruwxd#sC-;5w4C^0Ho3cL$>89v
z!h&;~w69#alJdZ3)|gXfO@K}t`Q@>={OaufBUX>PzW9TI4~Ua<%3Br<lDU^ZNsA~s
zbbk4@&h+Xp;&aLxf~t~cR2^<Q+ljB4WjML9oH1-Qx6dtD@55LQ2Xwx<&#-x~ZhuIp
zC9CG(x;AgGhaa6X-<oLsYWWRaMAtw<>&=Al(u_)TJPvW}s<a~`9EhEQ1xbQ;_!=Vw
z3j(CV@Coh7zQ*j_4$S|(can%3AE%u;p{%Z7XbFlc+cEl$=cewxU)b4t`{w9F%^#+C
z)ULM{pX>VVHmT~uqWJH|Qv=c4)|3Y<EqSIl`loM-#<J5EU%k1avcfB{pRte?+vn*j
zb}5!oRzv>VYucxe^0-^~f^qkhq#wHPTzkHyDz_EWsOqg}_C$1_uKgo>l4sBLd)LbX
z?-t0f?6T;RWv?HM=%3HdT(;x0uJ^MiX6z3<+J8FQ`0!})&QmtxWm9ii>VD%Q>!rp;
zwrj!LzTcTp$rexAGbd0sEi0Z_e4sJ&Mv-2GcW_N$AR1=as~{f*Tml${;}q!tL~xvW
zC0<2b+PuV=SN{tx#t4yu{{vtQ@igsxycTmF3_G$8!-(cceL}3@zZvPV9tUlYYeWv5
z!}^%`e4diWAtLyp2{=awQqt%^cc2uM)xi#ZlAv9Q!V*O<=uzs1JU|#EkSj3+DFV<Y
zjwO|p_ZDz~P-o;o%Grxk8TBjkvLK^EXqH-Q)MJF4VB|Cwy2@lS%#47989>Z2stv2O
zS!?BbV@{Yo>@)_la{%}x7O7Myl@Jul;W!H=8v_@hesB<U%0jRx8;j#8{*;CiwK*C}
z9xgx!LH8cf1gKN?HtJ77UkWOu0!nDRl|VyskW3`YSq2(MY$Lsf>I}$4G!9A%UBHXl
z<WQXgy-1`F5LwU#=}AI4+=oWGBmSZLXrAaE8jBpR0|DtO>W+8?G0#YZXezBfHx}h3
z2_+F9g~NX~Ae+gsTXUg)<zwzTo-6JA*N%Nh#Hay-Q=cPl3UQS<W&A+xMD+^IYRIr5
z_2SnVHQ7EmMiV}u?$8fo83q<(HYU;toaPW(3i@HWb{ftJEC=s*35`b3C@wT;AY4lq
z8Yh57B{ZHU0o2m9AI~x9Rq4Vj(1al2C2)ciB>g~Vnv;&l3A_MX%4IyBg2(1YqjBjx
zc#1<I%o1LXmdM3<8b|OquKj45ag)Katkf<%%kr=tU3pnSaFfg72yoN2ALnKR9KdIA
zsV)M=Fj5&nbF;lbK?Jx&2GB@YJ}z<vn44s6psfz^<}UpZjhFDkbAzQX?ML908!y4I
zZZaqy($+|1P(14<gC<zXd|_=6g4=jB$HVv6d2Y~;mp)4ZXGmxJnT%?{r8SCqcT%<a
u8nlnlOFc!eH(}x~wSO=WfGj4yYsC-ST9evn5_cX9NKv#;NQfd?>GKaPsF7R%

literal 0
HcmV?d00001

diff --git a/Manuscript/eDFT.tex b/Manuscript/eDFT.tex
index cf4ba0c..976d68a 100644
--- a/Manuscript/eDFT.tex
+++ b/Manuscript/eDFT.tex
@@ -1167,6 +1167,16 @@ ensemble KS orbitals in the presence of GIE [see Eq.~\eqref{eq:min_with_HF_ener_
 %energy). The latter would
 %be induced by any deviation from the expected horizontal straight lines.}
 
+%%% FIG 2 %%%
+\begin{figure*}
+	\includegraphics[width=\linewidth]{EIvsW_n5}
+	\caption{
+	\label{fig:EIvsW}
+	KS-eLDA individual energies, $\E{eLDA}{(0)}$ (black), $\E{eLDA}{(1)}$ (red), and $\E{eLDA}{(2)}$ (blue), as functions of the weights $\ew{1}$ (solid) and $\ew{2}$ (dashed) for 5-boxium (\ie, $\nEl = 5$) with a box of length $L = \pi/8$ (left), $L = \pi$ (center), and $L = 8\pi$ (right).}
+\end{figure*}
+%%% %%% %%%
+
+
 %%% FIG 2 %%%
 \begin{figure}
 	\includegraphics[width=\linewidth]{EvsL_5}
diff --git a/Notebooks/eDFT_FUEG.nb b/Notebooks/eDFT_FUEG.nb
index 897b2e4..346d19a 100644
--- a/Notebooks/eDFT_FUEG.nb
+++ b/Notebooks/eDFT_FUEG.nb
@@ -10,10 +10,10 @@
 NotebookFileLineBreakTest
 NotebookFileLineBreakTest
 NotebookDataPosition[       158,          7]
-NotebookDataLength[  11170764,     238645]
-NotebookOptionsPosition[  11031607,     236379]
-NotebookOutlinePosition[  11031997,     236396]
-CellTagsIndexPosition[  11031954,     236393]
+NotebookDataLength[  11255787,     240576]
+NotebookOptionsPosition[  11115582,     238293]
+NotebookOutlinePosition[  11116003,     238311]
+CellTagsIndexPosition[  11115960,     238308]
 WindowFrame->Normal*)
 
 (* Beginning of Notebook Content *)
@@ -780,7 +780,7 @@ Cell[BoxData[{
    3.753265291211461*^9, 3.7532652937588*^9}, {3.753265374738758*^9, 
    3.753265375074926*^9}},
  CellLabel->"In[26]:=",ExpressionUUID->"2d13dcd4-1c18-45c7-914c-82f2b1e82830"]
-}, Open  ]],
+}, Closed]],
 
 Cell[CellGroupData[{
 
@@ -1842,7 +1842,7 @@ Cell[BoxData[
    3.7530340658057003`*^9, 3.75303412791383*^9}},
  CellLabel->"In[47]:=",ExpressionUUID->"c8d2d420-1987-4848-b5b9-df913fa905fc"]
 }, Closed]]
-}, Closed]],
+}, Open  ]],
 
 Cell[CellGroupData[{
 
@@ -110025,7 +110025,7 @@ DQDkuADA
   "Out[184]=",ExpressionUUID->"7455b9e3-f15e-44a3-92fb-1d5e599e6dba"]
 }, Open  ]]
 }, Closed]]
-}, Open  ]],
+}, Closed]],
 
 Cell[CellGroupData[{
 
@@ -110223,6 +110223,42 @@ Cell[BoxData[{
    RowBox[{
    "Import", "[", "\"\<~/Dropbox/Manuscripts/eDFT_FUEG/Data/DD_n5.dat\>\"", 
     "]"}]}], ";"}], "\[IndentingNewLine]", 
+ RowBox[{
+  RowBox[{"EI$n5$0", "=", 
+   RowBox[{"Table", "[", 
+    RowBox[{
+     RowBox[{"Flatten", "[", 
+      RowBox[{"{", 
+       RowBox[{
+        RowBox[{
+        "BoxLength", "\[LeftDoubleBracket]", "k", "\[RightDoubleBracket]"}], 
+        ",", 
+        RowBox[{"DD", "\[LeftDoubleBracket]", 
+         RowBox[{
+          RowBox[{"1", ";;", "3"}], ",", "k"}], "\[RightDoubleBracket]"}]}], 
+       "}"}], "]"}], ",", 
+     RowBox[{"{", 
+      RowBox[{"k", ",", 
+       RowBox[{"Length", "[", "BoxLength", "]"}]}], "}"}]}], "]"}]}], 
+  ";"}], "\[IndentingNewLine]", 
+ RowBox[{
+  RowBox[{"EI$n5$SA", "=", 
+   RowBox[{"Table", "[", 
+    RowBox[{
+     RowBox[{"Flatten", "[", 
+      RowBox[{"{", 
+       RowBox[{
+        RowBox[{
+        "BoxLength", "\[LeftDoubleBracket]", "k", "\[RightDoubleBracket]"}], 
+        ",", 
+        RowBox[{"DD", "\[LeftDoubleBracket]", 
+         RowBox[{
+          RowBox[{"9", ";;", "11"}], ",", "k"}], "\[RightDoubleBracket]"}]}], 
+       "}"}], "]"}], ",", 
+     RowBox[{"{", 
+      RowBox[{"k", ",", 
+       RowBox[{"Length", "[", "BoxLength", "]"}]}], "}"}]}], "]"}]}], 
+  ";"}], "\[IndentingNewLine]", 
  RowBox[{
   RowBox[{"DD$n5$0", "=", 
    RowBox[{"Table", "[", 
@@ -110260,9 +110296,10 @@ Cell[BoxData[{
        RowBox[{"Length", "[", "BoxLength", "]"}]}], "}"}]}], "]"}]}], 
   ";"}]}], "Input",
  CellChangeTimes->{{3.79203816604611*^9, 3.792038177239007*^9}, {
-  3.7920606773110456`*^9, 3.7920606811223803`*^9}},
+  3.7920606773110456`*^9, 3.7920606811223803`*^9}, {3.792070693485847*^9, 
+  3.7920707130938168`*^9}, {3.792070748678121*^9, 3.792070751827651*^9}},
  CellLabel->
-  "In[220]:=",ExpressionUUID->"b498fca3-5f1c-4f80-ad93-e71dbdb1d6c5"],
+  "In[320]:=",ExpressionUUID->"b498fca3-5f1c-4f80-ad93-e71dbdb1d6c5"],
 
 Cell[BoxData[{
  RowBox[{
@@ -110425,63 +110462,1940 @@ Cell[BoxData[
 
 Cell[CellGroupData[{
 
-Cell[BoxData[
- RowBox[{"ListPlot", "[", 
-  RowBox[{"DD$n7$SA", "\[LeftDoubleBracket]", 
-   RowBox[{";;", ",", 
-    RowBox[{"{", 
-     RowBox[{"1", ",", "2"}], "}"}]}], "\[RightDoubleBracket]"}], 
-  "]"}]], "Input",
- CellChangeTimes->{{3.792060585770109*^9, 3.792060589399914*^9}, {
-  3.79206063130282*^9, 3.7920606413692102`*^9}},
+Cell[BoxData["OG$FCI$Box5"], "Input",
+ CellChangeTimes->{{3.792070560594696*^9, 3.792070563597554*^9}},
  CellLabel->
-  "In[233]:=",ExpressionUUID->"a283e3e2-c930-43a6-a81c-3e6ee0a2d22d"],
+  "In[271]:=",ExpressionUUID->"44e7994e-d080-4644-aa85-42eb39ebb9c9"],
 
 Cell[BoxData[
- GraphicsBox[{{}, {
-    {RGBColor[0.368417, 0.506779, 0.709798], PointSize[0.012833333333333334`],
-      AbsoluteThickness[1.6], 
-     PointBox[{{0.39269908169872414`, -0.0278}, {
-      0.7853981633974483, -0.027}, {1.5707963267948966`, -0.0255}, {
-      3.141592653589793, -0.0227}, {6.283185307179586, -0.018}, {
-      12.566370614359172`, -0.0105}, {25.132741228718345`, -0.0007}}]}, {
-     {RGBColor[0.368417, 0.506779, 0.709798], PointSize[
-      0.012833333333333334`], AbsoluteThickness[1.6]}, {}}, {
-     {RGBColor[0.368417, 0.506779, 0.709798], PointSize[
-      0.012833333333333334`], AbsoluteThickness[1.6]}, {}}}, {{}, {}}},
-  AspectRatio->NCache[GoldenRatio^(-1), 0.6180339887498948],
-  Axes->{True, True},
-  AxesLabel->{None, None},
-  AxesOrigin->{0, 0},
-  DisplayFunction->Identity,
-  Frame->{{False, False}, {False, False}},
-  FrameLabel->{{None, None}, {None, None}},
-  FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}},
-  GridLines->{None, None},
-  GridLinesStyle->Directive[
-    GrayLevel[0.5, 0.4]],
-  Method->{
-   "OptimizePlotMarkers" -> True, 
-    "CoordinatesToolOptions" -> {"DisplayFunction" -> ({
-        (Identity[#]& )[
-         Part[#, 1]], 
-        (Identity[#]& )[
-         Part[#, 2]]}& ), "CopiedValueFunction" -> ({
-        (Identity[#]& )[
-         Part[#, 1]], 
-        (Identity[#]& )[
-         Part[#, 2]]}& )}},
-  PlotRange->{{0, 25.132741228718345`}, {-0.0278, 0}},
-  PlotRangeClipping->True,
-  PlotRangePadding->{{
-     Scaled[0.02], 
-     Scaled[0.02]}, {
-     Scaled[0.05], 
-     Scaled[0.02]}},
-  Ticks->{Automatic, Automatic}]], "Output",
- CellChangeTimes->{3.792060642454294*^9, 3.79206071208674*^9},
+ RowBox[{"{", 
+  RowBox[{
+   RowBox[{"{", 
+    RowBox[{
+     FractionBox["\[Pi]", "8"], ",", "1867.634432897571`", ",", 
+     "2224.114881479695`", ",", "3289.202164536041`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     FractionBox["\[Pi]", "4"], ",", "493.675989269342`", ",", 
+     "583.898128200365`", ",", "852.424860192444`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     FractionBox["\[Pi]", "2"], ",", "136.701998886836`", ",", 
+     "159.795718126304`", ",", "228.041456100084`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+    "\[Pi]", ",", "40.724446821138`", ",", "46.755280540827`", ",", 
+     "64.359664246614`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     RowBox[{"2", " ", "\[Pi]"}], ",", "13.376330334855`", ",", 
+     "15.002924695211`", ",", "19.661299622678`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     RowBox[{"4", " ", "\[Pi]"}], ",", "4.881091333305`", ",", 
+     "5.339932438232`", ",", "6.620603544129`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     RowBox[{"8", " ", "\[Pi]"}], ",", "1.949201504573`", ",", 
+     "2.085461298434`", ",", "2.454693287925`"}], "}"}]}], "}"}]], "Output",
+ CellChangeTimes->{{3.792070561047689*^9, 3.79207056385002*^9}},
  CellLabel->
-  "Out[233]=",ExpressionUUID->"f5f9b496-aaab-4ce3-b3eb-1f03b266ae29"]
+  "Out[271]=",ExpressionUUID->"a5317bb5-3185-4136-add9-5550b909c0cd"]
+}, Open  ]],
+
+Cell[CellGroupData[{
+
+Cell[BoxData["DD$n5$SA"], "Input",
+ CellChangeTimes->{{3.792070581737316*^9, 3.7920705833625317`*^9}},
+ CellLabel->
+  "In[272]:=",ExpressionUUID->"30b5afb7-ee75-414b-9647-0806e75cd46e"],
+
+Cell[BoxData[
+ RowBox[{"{", 
+  RowBox[{
+   RowBox[{"{", 
+    RowBox[{
+     FractionBox["\[Pi]", "8"], ",", 
+     RowBox[{"-", "0.0196`"}], ",", 
+     RowBox[{"-", "0.0024`"}], ",", "0.022`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     FractionBox["\[Pi]", "4"], ",", 
+     RowBox[{"-", "0.0188`"}], ",", 
+     RowBox[{"-", "0.0025`"}], ",", "0.0213`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     FractionBox["\[Pi]", "2"], ",", 
+     RowBox[{"-", "0.0174`"}], ",", 
+     RowBox[{"-", "0.0027`"}], ",", "0.0201`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{"\[Pi]", ",", 
+     RowBox[{"-", "0.0148`"}], ",", 
+     RowBox[{"-", "0.0032`"}], ",", "0.018`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     RowBox[{"2", " ", "\[Pi]"}], ",", 
+     RowBox[{"-", "0.0106`"}], ",", 
+     RowBox[{"-", "0.004`"}], ",", "0.0146`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     RowBox[{"4", " ", "\[Pi]"}], ",", 
+     RowBox[{"-", "0.0044`"}], ",", 
+     RowBox[{"-", "0.005`"}], ",", "0.0093`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     RowBox[{"8", " ", "\[Pi]"}], ",", "0.0029`", ",", 
+     RowBox[{"-", "0.0056`"}], ",", "0.0027`"}], "}"}]}], "}"}]], "Output",
+ CellChangeTimes->{3.7920705837086782`*^9},
+ CellLabel->
+  "Out[272]=",ExpressionUUID->"cefa6bbd-91aa-4af5-ac80-3c055274b0fa"]
+}, Open  ]],
+
+Cell[CellGroupData[{
+
+Cell[BoxData["EI$n5$SA"], "Input",
+ CellChangeTimes->{{3.792070741015972*^9, 3.792070741460144*^9}, {
+  3.792070787347556*^9, 3.792070787723092*^9}},
+ CellLabel->
+  "In[292]:=",ExpressionUUID->"d7592460-a71f-4e7f-b71d-f0a894fcbfd6"],
+
+Cell[BoxData[
+ RowBox[{"{", 
+  RowBox[{
+   RowBox[{"{", 
+    RowBox[{
+     FractionBox["\[Pi]", "8"], ",", "0.007`", ",", "0.0162`", ",", 
+     "0.108`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     FractionBox["\[Pi]", "4"], ",", "0.007`", ",", "0.0151`", ",", 
+     "0.1056`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     FractionBox["\[Pi]", "2"], ",", "0.0068`", ",", "0.0128`", ",", 
+     "0.1011`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{"\[Pi]", ",", "0.0063`", ",", "0.0086`", ",", "0.0925`"}], "}"}], 
+   ",", 
+   RowBox[{"{", 
+    RowBox[{
+     RowBox[{"2", " ", "\[Pi]"}], ",", "0.0053`", ",", "0.0018`", ",", 
+     "0.0772`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     RowBox[{"4", " ", "\[Pi]"}], ",", "0.0015`", ",", 
+     RowBox[{"-", "0.0066`"}], ",", "0.0538`"}], "}"}], ",", 
+   RowBox[{"{", 
+    RowBox[{
+     RowBox[{"8", " ", "\[Pi]"}], ",", 
+     RowBox[{"-", "0.0049`"}], ",", 
+     RowBox[{"-", "0.0095`"}], ",", "0.0325`"}], "}"}]}], "}"}]], "Output",
+ CellChangeTimes->{{3.792070741639721*^9, 3.792070756418311*^9}, 
+   3.792070788430283*^9},
+ CellLabel->
+  "Out[292]=",ExpressionUUID->"0e352cc2-6d90-45bd-aedf-1ab0f44ffe39"]
+}, Open  ]],
+
+Cell[CellGroupData[{
+
+Cell[BoxData[
+ RowBox[{"ListPlot", "[", "\[IndentingNewLine]", 
+  RowBox[{
+   RowBox[{"{", "\[IndentingNewLine]", 
+    RowBox[{
+     RowBox[{"Table", "[", 
+      RowBox[{
+       RowBox[{"{", 
+        RowBox[{
+         RowBox[{"DD$n5$0", "\[LeftDoubleBracket]", 
+          RowBox[{"k", ",", "1"}], "\[RightDoubleBracket]"}], ",", 
+         RowBox[{
+          RowBox[{"EI$n5$0", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "3"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"EI$n5$0", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}]}]}], "}"}], ",", 
+       RowBox[{"{", 
+        RowBox[{"k", ",", 
+         RowBox[{"Length", "[", "DD$n5$0", "]"}]}], "}"}]}], "]"}], ",", 
+     "\[IndentingNewLine]", 
+     RowBox[{"Table", "[", 
+      RowBox[{
+       RowBox[{"{", 
+        RowBox[{
+         RowBox[{"DD$n5$0", "\[LeftDoubleBracket]", 
+          RowBox[{"k", ",", "1"}], "\[RightDoubleBracket]"}], ",", 
+         RowBox[{
+          RowBox[{"EI$n5$0", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "3"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"EI$n5$0", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"(", 
+           RowBox[{
+            RowBox[{"DD$n5$0", "\[LeftDoubleBracket]", 
+             RowBox[{"k", ",", "3"}], "\[RightDoubleBracket]"}], "-", 
+            RowBox[{"DD$n5$0", "\[LeftDoubleBracket]", 
+             RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}]}], ")"}]}]}], 
+        "}"}], ",", 
+       RowBox[{"{", 
+        RowBox[{"k", ",", 
+         RowBox[{"Length", "[", "DD$n5$0", "]"}]}], "}"}]}], "]"}], ",", 
+     "\[IndentingNewLine]", 
+     RowBox[{"Table", "[", 
+      RowBox[{
+       RowBox[{"{", 
+        RowBox[{
+         RowBox[{"DD$n5$SA", "\[LeftDoubleBracket]", 
+          RowBox[{"k", ",", "1"}], "\[RightDoubleBracket]"}], ",", 
+         RowBox[{
+          RowBox[{"EI$n5$SA", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "3"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"EI$n5$SA", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}]}]}], "}"}], ",", 
+       RowBox[{"{", 
+        RowBox[{"k", ",", 
+         RowBox[{"Length", "[", "DD$n5$SA", "]"}]}], "}"}]}], "]"}], ",", 
+     "\[IndentingNewLine]", 
+     RowBox[{"Table", "[", 
+      RowBox[{
+       RowBox[{"{", 
+        RowBox[{
+         RowBox[{"DD$n5$SA", "\[LeftDoubleBracket]", 
+          RowBox[{"k", ",", "1"}], "\[RightDoubleBracket]"}], ",", 
+         RowBox[{
+          RowBox[{"EI$n5$SA", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "3"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"EI$n5$SA", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"(", 
+           RowBox[{
+            RowBox[{"DD$n5$SA", "\[LeftDoubleBracket]", 
+             RowBox[{"k", ",", "3"}], "\[RightDoubleBracket]"}], "-", 
+            RowBox[{"DD$n5$SA", "\[LeftDoubleBracket]", 
+             RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}]}], ")"}]}]}], 
+        "}"}], ",", 
+       RowBox[{"{", 
+        RowBox[{"k", ",", 
+         RowBox[{"Length", "[", "DD$n5$SA", "]"}]}], "}"}]}], "]"}]}], 
+    "\[IndentingNewLine]", "}"}], "\[IndentingNewLine]", ",", 
+   RowBox[{"PlotLegends", "\[Rule]", "Automatic"}], ",", 
+   RowBox[{"Joined", "\[Rule]", "True"}], ",", 
+   RowBox[{"PlotMarkers", "\[Rule]", "\"\<OpenMarkers\>\""}]}], 
+  "]"}]], "Input",
+ CellChangeTimes->{{3.792060585770109*^9, 3.792060589399914*^9}, {
+  3.79206063130282*^9, 3.7920606413692102`*^9}, {3.792070568615102*^9, 
+  3.792070648553363*^9}, {3.7920707257742*^9, 3.792070736928564*^9}, {
+  3.792070800047545*^9, 3.792070870736191*^9}, {3.7920709413585253`*^9, 
+  3.792070949497766*^9}, {3.7920710074507933`*^9, 3.79207103211208*^9}, {
+  3.792071217269112*^9, 3.792071249394637*^9}, {3.792071316180366*^9, 
+  3.792071317511002*^9}, {3.792071350307817*^9, 3.7920713799436073`*^9}},
+ CellLabel->
+  "In[332]:=",ExpressionUUID->"a283e3e2-c930-43a6-a81c-3e6ee0a2d22d"],
+
+Cell[BoxData[
+ TemplateBox[{GraphicsBox[{{}, {{{}, {}, {
+        Hue[0.67, 0.6, 0.6], 
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.368417, 0.506779, 0.709798], 
+         AbsoluteThickness[1.6]], 
+        LineBox[{{0.39269908169872414`, 0.10439999999999999`}, {
+         0.7853981633974483, 0.1036}, {1.5707963267948966`, 0.1022}, {
+         3.141592653589793, 0.0997}, {6.283185307179586, 0.0953}, {
+         12.566370614359172`, 0.0831}, {25.132741228718345`, 
+         0.053899999999999997`}}]}, {
+        Hue[0.9060679774997897, 0.6, 0.6], 
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.880722, 0.611041, 0.142051], 
+         AbsoluteThickness[1.6]], 
+        LineBox[{{0.39269908169872414`, 0.0872}, {0.7853981633974483, 
+         0.0873}, {1.5707963267948966`, 0.0875}, {3.141592653589793, 0.088}, {
+         6.283185307179586, 0.0886}, {12.566370614359172`, 
+         0.08349999999999999}, {25.132741228718345`, 0.0619}}]}, {
+        Hue[0.1421359549995791, 0.6, 0.6], 
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.560181, 0.691569, 0.194885], 
+         AbsoluteThickness[1.6]], 
+        LineBox[{{0.39269908169872414`, 0.0092}, {0.7853981633974483, 
+         0.0081}, {1.5707963267948966`, 0.006000000000000001}, {
+         3.141592653589793, 0.0023}, {6.283185307179586, -0.0035}, {
+         12.566370614359172`, -0.0081}, {25.132741228718345`, -0.0046}}]}, {
+        Hue[0.37820393249936934`, 0.6, 0.6], 
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.922526, 0.385626, 0.209179], 
+         AbsoluteThickness[1.6]], 
+        LineBox[{{0.39269908169872414`, -0.008}, {
+         0.7853981633974483, -0.008200000000000002}, {
+         1.5707963267948966`, -0.008699999999999996}, {
+         3.141592653589793, -0.009300000000000001}, {
+         6.283185307179586, -0.0101}, {12.566370614359172`, -0.0075}, {
+         25.132741228718345`, 0.0039000000000000007`}}]}}, {{
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.368417, 0.506779, 0.709798], 
+         AbsoluteThickness[1.6]], 
+        GeometricTransformationBox[
+         InsetBox[
+          BoxData[
+           FormBox[
+            StyleBox[
+             GraphicsBox[{{
+                GrayLevel[1], 
+                DiskBox[{0, 0}, 
+                 Offset[{3, 3}]]}, 
+               AbsoluteThickness[1.5], 
+               Dashing[{}], 
+               CircleBox[{0, 0}, 
+                Offset[{3, 3}]]}], 
+             GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[
+                 PointSize[0.012833333333333334`], 
+                 RGBColor[0.368417, 0.506779, 0.709798], 
+                 AbsoluteThickness[1.6]]}, StripOnInput -> False], 
+            TraditionalForm]], {0., 0.}, Automatic, 
+          Scaled[9.75]], {{{0.39269908169872414`, 0.10439999999999999`}}, {{
+         0.7853981633974483, 0.1036}}, {{1.5707963267948966`, 0.1022}}, {{
+         3.141592653589793, 0.0997}}, {{6.283185307179586, 0.0953}}, {{
+         12.566370614359172`, 0.0831}}, {{25.132741228718345`, 
+         0.053899999999999997`}}}]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.880722, 0.611041, 0.142051], 
+         AbsoluteThickness[1.6]], 
+        GeometricTransformationBox[
+         InsetBox[
+          BoxData[
+           FormBox[
+            StyleBox[
+             GraphicsBox[{{
+                GrayLevel[1], 
+                PolygonBox[
+                 NCache[{
+                   Offset[{0, 4}], 
+                   Offset[{(-2) 3^Rational[1, 2], -2}], 
+                   Offset[{2 3^Rational[1, 2], -2}]}, {
+                   Offset[{0, 4}], 
+                   Offset[{-3.4641016151377544`, -2}], 
+                   Offset[{3.4641016151377544`, -2}]}]]}, 
+               AbsoluteThickness[1.5], 
+               Dashing[{}], 
+               JoinedCurveBox[
+                NCache[
+                 Line[{
+                   Offset[{0, 4}], 
+                   Offset[{(-2) 3^Rational[1, 2], -2}], 
+                   Offset[{2 3^Rational[1, 2], -2}], 
+                   Offset[{0, 4}]}], 
+                 Line[{
+                   Offset[{0, 4}], 
+                   Offset[{-3.4641016151377544`, -2}], 
+                   Offset[{3.4641016151377544`, -2}], 
+                   Offset[{0, 4}]}]], CurveClosed -> True]}], 
+             GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[
+                 PointSize[0.012833333333333334`], 
+                 RGBColor[0.880722, 0.611041, 0.142051], 
+                 AbsoluteThickness[1.6]]}, StripOnInput -> False], 
+            TraditionalForm]], {0., 0.}, Automatic, 
+          Scaled[9.75]], {{{0.39269908169872414`, 0.0872}}, {{
+         0.7853981633974483, 0.0873}}, {{1.5707963267948966`, 0.0875}}, {{
+         3.141592653589793, 0.088}}, {{6.283185307179586, 0.0886}}, {{
+         12.566370614359172`, 0.08349999999999999}}, {{25.132741228718345`, 
+         0.0619}}}]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.560181, 0.691569, 0.194885], 
+         AbsoluteThickness[1.6]], 
+        GeometricTransformationBox[
+         InsetBox[
+          BoxData[
+           FormBox[
+            StyleBox[
+             GraphicsBox[{{
+                GrayLevel[1], 
+                PolygonBox[{
+                  Offset[{0, 3.75}], 
+                  Offset[{3.75, 0}], 
+                  Offset[{0, -3.75}], 
+                  Offset[{-3.75, 0}]}]}, 
+               AbsoluteThickness[1.5], 
+               Dashing[{}], 
+               LineBox[{
+                 Offset[{0, 3.75}], 
+                 Offset[{3.75, 0}], 
+                 Offset[{0, -3.75}], 
+                 Offset[{-3.75, 0}], 
+                 Offset[{0, 3.75}]}]}], 
+             GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[
+                 PointSize[0.012833333333333334`], 
+                 RGBColor[0.560181, 0.691569, 0.194885], 
+                 AbsoluteThickness[1.6]]}, StripOnInput -> False], 
+            TraditionalForm]], {0., 0.}, Automatic, 
+          Scaled[9.75]], {{{0.39269908169872414`, 0.0092}}, {{
+         0.7853981633974483, 0.0081}}, {{1.5707963267948966`, 
+         0.006000000000000001}}, {{3.141592653589793, 0.0023}}, {{
+         6.283185307179586, -0.0035}}, {{12.566370614359172`, -0.0081}}, {{
+         25.132741228718345`, -0.0046}}}]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.922526, 0.385626, 0.209179], 
+         AbsoluteThickness[1.6]], 
+        GeometricTransformationBox[
+         InsetBox[
+          BoxData[
+           FormBox[
+            StyleBox[
+             GraphicsBox[{{
+                GrayLevel[1], 
+                PolygonBox[{
+                  Offset[{-2.75, -2.75}], 
+                  Offset[{2.75, -2.75}], 
+                  Offset[{2.75, 2.75}], 
+                  Offset[{-2.75, 2.75}], 
+                  Offset[{-2.75, -2.75}]}]}, 
+               AbsoluteThickness[1.5], 
+               Dashing[{}], 
+               LineBox[{
+                 Offset[{-2.75, -2.75}], 
+                 Offset[{2.75, -2.75}], 
+                 Offset[{2.75, 2.75}], 
+                 Offset[{-2.75, 2.75}], 
+                 Offset[{-2.75, -2.75}]}]}], 
+             GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[
+                 PointSize[0.012833333333333334`], 
+                 RGBColor[0.922526, 0.385626, 0.209179], 
+                 AbsoluteThickness[1.6]]}, StripOnInput -> False], 
+            TraditionalForm]], {0., 0.}, Automatic, 
+          Scaled[9.75]], {{{0.39269908169872414`, -0.008}}, {{
+         0.7853981633974483, -0.008200000000000002}}, {{
+         1.5707963267948966`, -0.008699999999999996}}, {{
+         3.141592653589793, -0.009300000000000001}}, {{
+         6.283185307179586, -0.0101}}, {{12.566370614359172`, -0.0075}}, {{
+         25.132741228718345`, 0.0039000000000000007`}}}]}}, {{
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.368417, 0.506779, 0.709798], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.880722, 0.611041, 0.142051], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.560181, 0.691569, 0.194885], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.922526, 0.385626, 0.209179], 
+         AbsoluteThickness[
+         1.6]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.368417, 0.506779, 0.709798], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.880722, 0.611041, 0.142051], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.560181, 0.691569, 0.194885], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.922526, 0.385626, 0.209179], 
+         AbsoluteThickness[
+         1.6]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, \
+{}}}, {DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> 
+     NCache[GoldenRatio^(-1), 0.6180339887498948], Axes -> {True, True}, 
+     AxesLabel -> {None, None}, AxesOrigin -> {0, 0}, DisplayFunction :> 
+     Identity, Frame -> {{False, False}, {False, False}}, 
+     FrameLabel -> {{None, None}, {None, None}}, 
+     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
+     GridLines -> {None, None}, GridLinesStyle -> Directive[
+       GrayLevel[0.5, 0.4]], 
+     Method -> {
+      "OptimizePlotMarkers" -> True, 
+       "CoordinatesToolOptions" -> {"DisplayFunction" -> ({
+           (Identity[#]& )[
+            Part[#, 1]], 
+           (Identity[#]& )[
+            Part[#, 2]]}& ), "CopiedValueFunction" -> ({
+           (Identity[#]& )[
+            Part[#, 1]], 
+           (Identity[#]& )[
+            Part[#, 2]]}& )}}, 
+     PlotRange -> {{0, 25.132741228718345`}, {-0.0101, 0.10439999999999999`}},
+      PlotRangeClipping -> True, PlotRangePadding -> {{
+        Scaled[0.02], 
+        Scaled[0.02]}, {
+        Scaled[0.05], 
+        Scaled[0.05]}}, Ticks -> {Automatic, Automatic}}],FormBox[
+    FormBox[
+     TemplateBox[{
+       TagBox[
+        FrameBox[
+         StyleBox["1", Smaller, StripOnInput -> False]], "Placeholder"], 
+       TagBox[
+        FrameBox[
+         StyleBox["2", Smaller, StripOnInput -> False]], "Placeholder"], 
+       TagBox[
+        FrameBox[
+         StyleBox["3", Smaller, StripOnInput -> False]], "Placeholder"], 
+       TagBox[
+        FrameBox[
+         StyleBox["4", Smaller, StripOnInput -> False]], "Placeholder"]}, 
+      "PointLegend", DisplayFunction -> (FormBox[
+        StyleBox[
+         StyleBox[
+          PaneBox[
+           TagBox[
+            GridBox[{{
+               TagBox[
+                GridBox[{{
+                   GraphicsBox[{{
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.368417, 0.506779, 0.709798], 
+                    AbsoluteThickness[1.6]], {
+                    LineBox[{{0, 9.75}, {20, 9.75}}]}}, {
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.368417, 0.506779, 0.709798], 
+                    AbsoluteThickness[1.6]], {
+                    InsetBox[
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    DiskBox[{0, 0}, 
+                    Offset[{3, 3}]]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    CircleBox[{0, 0}, 
+                    Offset[{3, 3}]]}, {DefaultBaseStyle -> {"Graphics", {
+                    AbsolutePointSize[6]}, 
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.368417, 0.506779, 0.709798], 
+                    AbsoluteThickness[1.6]]}}], 
+                    NCache[
+                    Scaled[{
+                    Rational[1, 2], 
+                    Rational[1, 2]}], 
+                    Scaled[{0.5, 0.5}]], Automatic, 
+                    Scaled[1]]}}}, AspectRatio -> Full, 
+                    ImageSize -> {20, 9.75}, PlotRangePadding -> None, 
+                    ImagePadding -> Automatic, 
+                    BaselinePosition -> (Scaled[0.09205128205128206] -> 
+                    Baseline)], #}, {
+                   GraphicsBox[{{
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.880722, 0.611041, 0.142051], 
+                    AbsoluteThickness[1.6]], {
+                    LineBox[{{0, 9.75}, {20, 9.75}}]}}, {
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.880722, 0.611041, 0.142051], 
+                    AbsoluteThickness[1.6]], {
+                    InsetBox[
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[
+                    NCache[{
+                    Offset[{0, 4}], 
+                    Offset[{(-2) 3^Rational[1, 2], -2}], 
+                    Offset[{2 3^Rational[1, 2], -2}]}, {
+                    Offset[{0, 4}], 
+                    Offset[{-3.4641016151377544`, -2}], 
+                    Offset[{3.4641016151377544`, -2}]}]]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    JoinedCurveBox[
+                    NCache[
+                    Line[{
+                    Offset[{0, 4}], 
+                    Offset[{(-2) 3^Rational[1, 2], -2}], 
+                    Offset[{2 3^Rational[1, 2], -2}], 
+                    Offset[{0, 4}]}], 
+                    Line[{
+                    Offset[{0, 4}], 
+                    Offset[{-3.4641016151377544`, -2}], 
+                    Offset[{3.4641016151377544`, -2}], 
+                    Offset[{0, 4}]}]], CurveClosed -> True]}, {
+                    DefaultBaseStyle -> {"Graphics", {
+                    AbsolutePointSize[6]}, 
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.880722, 0.611041, 0.142051], 
+                    AbsoluteThickness[1.6]]}}], 
+                    NCache[
+                    Scaled[{
+                    Rational[1, 2], 
+                    Rational[1, 2]}], 
+                    Scaled[{0.5, 0.5}]], Automatic, 
+                    Scaled[1]]}}}, AspectRatio -> Full, 
+                    ImageSize -> {20, 9.75}, PlotRangePadding -> None, 
+                    ImagePadding -> Automatic, 
+                    BaselinePosition -> (Scaled[0.09205128205128206] -> 
+                    Baseline)], #2}, {
+                   GraphicsBox[{{
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.560181, 0.691569, 0.194885], 
+                    AbsoluteThickness[1.6]], {
+                    LineBox[{{0, 9.75}, {20, 9.75}}]}}, {
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.560181, 0.691569, 0.194885], 
+                    AbsoluteThickness[1.6]], {
+                    InsetBox[
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[{
+                    Offset[{0, 3.75}], 
+                    Offset[{3.75, 0}], 
+                    Offset[{0, -3.75}], 
+                    Offset[{-3.75, 0}]}]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    LineBox[{
+                    Offset[{0, 3.75}], 
+                    Offset[{3.75, 0}], 
+                    Offset[{0, -3.75}], 
+                    Offset[{-3.75, 0}], 
+                    Offset[{0, 3.75}]}]}, {DefaultBaseStyle -> {"Graphics", {
+                    AbsolutePointSize[6]}, 
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.560181, 0.691569, 0.194885], 
+                    AbsoluteThickness[1.6]]}}], 
+                    NCache[
+                    Scaled[{
+                    Rational[1, 2], 
+                    Rational[1, 2]}], 
+                    Scaled[{0.5, 0.5}]], Automatic, 
+                    Scaled[1]]}}}, AspectRatio -> Full, 
+                    ImageSize -> {20, 9.75}, PlotRangePadding -> None, 
+                    ImagePadding -> Automatic, 
+                    BaselinePosition -> (Scaled[0.09205128205128206] -> 
+                    Baseline)], #3}, {
+                   GraphicsBox[{{
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.922526, 0.385626, 0.209179], 
+                    AbsoluteThickness[1.6]], {
+                    LineBox[{{0, 9.75}, {20, 9.75}}]}}, {
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.922526, 0.385626, 0.209179], 
+                    AbsoluteThickness[1.6]], {
+                    InsetBox[
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[{
+                    Offset[{-2.75, -2.75}], 
+                    Offset[{2.75, -2.75}], 
+                    Offset[{2.75, 2.75}], 
+                    Offset[{-2.75, 2.75}], 
+                    Offset[{-2.75, -2.75}]}]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    LineBox[{
+                    Offset[{-2.75, -2.75}], 
+                    Offset[{2.75, -2.75}], 
+                    Offset[{2.75, 2.75}], 
+                    Offset[{-2.75, 2.75}], 
+                    Offset[{-2.75, -2.75}]}]}, {
+                    DefaultBaseStyle -> {"Graphics", {
+                    AbsolutePointSize[6]}, 
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.922526, 0.385626, 0.209179], 
+                    AbsoluteThickness[1.6]]}}], 
+                    NCache[
+                    Scaled[{
+                    Rational[1, 2], 
+                    Rational[1, 2]}], 
+                    Scaled[{0.5, 0.5}]], Automatic, 
+                    Scaled[1]]}}}, AspectRatio -> Full, 
+                    ImageSize -> {20, 9.75}, PlotRangePadding -> None, 
+                    ImagePadding -> Automatic, 
+                    BaselinePosition -> (Scaled[0.09205128205128206] -> 
+                    Baseline)], #4}}, 
+                 GridBoxAlignment -> {
+                  "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, 
+                 AutoDelete -> False, 
+                 GridBoxDividers -> {
+                  "Columns" -> {{False}}, "Rows" -> {{False}}}, 
+                 GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}},
+                  GridBoxSpacings -> {
+                  "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, 
+             GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, 
+             AutoDelete -> False, 
+             GridBoxItemSize -> {
+              "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, 
+             GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], 
+            "Grid"], Alignment -> Left, AppearanceElements -> None, 
+           ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> 
+           "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], {
+         FontFamily -> "Arial"}, Background -> Automatic, StripOnInput -> 
+         False], TraditionalForm]& ), 
+      InterpretationFunction :> (RowBox[{"PointLegend", "[", 
+         RowBox[{
+           RowBox[{"{", 
+             RowBox[{
+               RowBox[{"Directive", "[", 
+                 RowBox[{
+                   RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], 
+                   ",", 
+                   InterpretationBox[
+                    ButtonBox[
+                    TooltipBox[
+                    GraphicsBox[{{
+                    GrayLevel[0], 
+                    RectangleBox[{0, 0}]}, {
+                    GrayLevel[0], 
+                    RectangleBox[{1, -1}]}, {
+                    RGBColor[0.368417, 0.506779, 0.709798], 
+                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
+                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
+                    FrameStyle -> 
+                    RGBColor[
+                    0.24561133333333335`, 0.3378526666666667, 
+                    0.4731986666666667], FrameTicks -> None, PlotRangePadding -> 
+                    None, ImageSize -> 
+                    Dynamic[{
+                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
+                    AbsoluteCurrentValue[Magnification]}]], 
+                    StyleBox[
+                    RowBox[{"RGBColor", "[", 
+                    RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}],
+                     "]"}], NumberMarks -> False]], Appearance -> None, 
+                    BaseStyle -> {}, BaselinePosition -> Baseline, 
+                    DefaultBaseStyle -> {}, ButtonFunction :> 
+                    With[{Typeset`box$ = EvaluationBox[]}, 
+                    If[
+                    Not[
+                    AbsoluteCurrentValue["Deployed"]], 
+                    SelectionMove[Typeset`box$, All, Expression]; 
+                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
+                    FrontEnd`Private`$ColorSelectorInitialColor = 
+                    RGBColor[0.368417, 0.506779, 0.709798]; 
+                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
+                    MathLink`CallFrontEnd[
+                    FrontEnd`AttachCell[Typeset`box$, 
+                    FrontEndResource["RGBColorValueSelector"], {
+                    0, {Left, Bottom}}, {Left, Top}, 
+                    "ClosingActions" -> {
+                    "SelectionDeparture", "ParentChanged", 
+                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
+                    Automatic, Method -> "Preemptive"], 
+                    RGBColor[0.368417, 0.506779, 0.709798], Editable -> False,
+                     Selectable -> False], ",", 
+                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}], 
+               ",", 
+               RowBox[{"Directive", "[", 
+                 RowBox[{
+                   RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], 
+                   ",", 
+                   InterpretationBox[
+                    ButtonBox[
+                    TooltipBox[
+                    GraphicsBox[{{
+                    GrayLevel[0], 
+                    RectangleBox[{0, 0}]}, {
+                    GrayLevel[0], 
+                    RectangleBox[{1, -1}]}, {
+                    RGBColor[0.880722, 0.611041, 0.142051], 
+                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
+                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
+                    FrameStyle -> 
+                    RGBColor[
+                    0.587148, 0.40736066666666665`, 0.09470066666666668], 
+                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
+                    Dynamic[{
+                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
+                    AbsoluteCurrentValue[Magnification]}]], 
+                    StyleBox[
+                    RowBox[{"RGBColor", "[", 
+                    RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}],
+                     "]"}], NumberMarks -> False]], Appearance -> None, 
+                    BaseStyle -> {}, BaselinePosition -> Baseline, 
+                    DefaultBaseStyle -> {}, ButtonFunction :> 
+                    With[{Typeset`box$ = EvaluationBox[]}, 
+                    If[
+                    Not[
+                    AbsoluteCurrentValue["Deployed"]], 
+                    SelectionMove[Typeset`box$, All, Expression]; 
+                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
+                    FrontEnd`Private`$ColorSelectorInitialColor = 
+                    RGBColor[0.880722, 0.611041, 0.142051]; 
+                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
+                    MathLink`CallFrontEnd[
+                    FrontEnd`AttachCell[Typeset`box$, 
+                    FrontEndResource["RGBColorValueSelector"], {
+                    0, {Left, Bottom}}, {Left, Top}, 
+                    "ClosingActions" -> {
+                    "SelectionDeparture", "ParentChanged", 
+                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
+                    Automatic, Method -> "Preemptive"], 
+                    RGBColor[0.880722, 0.611041, 0.142051], Editable -> False,
+                     Selectable -> False], ",", 
+                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}], 
+               ",", 
+               RowBox[{"Directive", "[", 
+                 RowBox[{
+                   RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], 
+                   ",", 
+                   InterpretationBox[
+                    ButtonBox[
+                    TooltipBox[
+                    GraphicsBox[{{
+                    GrayLevel[0], 
+                    RectangleBox[{0, 0}]}, {
+                    GrayLevel[0], 
+                    RectangleBox[{1, -1}]}, {
+                    RGBColor[0.560181, 0.691569, 0.194885], 
+                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
+                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
+                    FrameStyle -> 
+                    RGBColor[
+                    0.37345400000000006`, 0.461046, 0.12992333333333334`], 
+                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
+                    Dynamic[{
+                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
+                    AbsoluteCurrentValue[Magnification]}]], 
+                    StyleBox[
+                    RowBox[{"RGBColor", "[", 
+                    RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}],
+                     "]"}], NumberMarks -> False]], Appearance -> None, 
+                    BaseStyle -> {}, BaselinePosition -> Baseline, 
+                    DefaultBaseStyle -> {}, ButtonFunction :> 
+                    With[{Typeset`box$ = EvaluationBox[]}, 
+                    If[
+                    Not[
+                    AbsoluteCurrentValue["Deployed"]], 
+                    SelectionMove[Typeset`box$, All, Expression]; 
+                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
+                    FrontEnd`Private`$ColorSelectorInitialColor = 
+                    RGBColor[0.560181, 0.691569, 0.194885]; 
+                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
+                    MathLink`CallFrontEnd[
+                    FrontEnd`AttachCell[Typeset`box$, 
+                    FrontEndResource["RGBColorValueSelector"], {
+                    0, {Left, Bottom}}, {Left, Top}, 
+                    "ClosingActions" -> {
+                    "SelectionDeparture", "ParentChanged", 
+                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
+                    Automatic, Method -> "Preemptive"], 
+                    RGBColor[0.560181, 0.691569, 0.194885], Editable -> False,
+                     Selectable -> False], ",", 
+                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}], 
+               ",", 
+               RowBox[{"Directive", "[", 
+                 RowBox[{
+                   RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], 
+                   ",", 
+                   InterpretationBox[
+                    ButtonBox[
+                    TooltipBox[
+                    GraphicsBox[{{
+                    GrayLevel[0], 
+                    RectangleBox[{0, 0}]}, {
+                    GrayLevel[0], 
+                    RectangleBox[{1, -1}]}, {
+                    RGBColor[0.922526, 0.385626, 0.209179], 
+                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
+                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
+                    FrameStyle -> 
+                    RGBColor[
+                    0.6150173333333333, 0.25708400000000003`, 
+                    0.13945266666666667`], FrameTicks -> None, 
+                    PlotRangePadding -> None, ImageSize -> 
+                    Dynamic[{
+                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
+                    AbsoluteCurrentValue[Magnification]}]], 
+                    StyleBox[
+                    RowBox[{"RGBColor", "[", 
+                    RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}],
+                     "]"}], NumberMarks -> False]], Appearance -> None, 
+                    BaseStyle -> {}, BaselinePosition -> Baseline, 
+                    DefaultBaseStyle -> {}, ButtonFunction :> 
+                    With[{Typeset`box$ = EvaluationBox[]}, 
+                    If[
+                    Not[
+                    AbsoluteCurrentValue["Deployed"]], 
+                    SelectionMove[Typeset`box$, All, Expression]; 
+                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
+                    FrontEnd`Private`$ColorSelectorInitialColor = 
+                    RGBColor[0.922526, 0.385626, 0.209179]; 
+                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
+                    MathLink`CallFrontEnd[
+                    FrontEnd`AttachCell[Typeset`box$, 
+                    FrontEndResource["RGBColorValueSelector"], {
+                    0, {Left, Bottom}}, {Left, Top}, 
+                    "ClosingActions" -> {
+                    "SelectionDeparture", "ParentChanged", 
+                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
+                    Automatic, Method -> "Preemptive"], 
+                    RGBColor[0.922526, 0.385626, 0.209179], Editable -> False,
+                     Selectable -> False], ",", 
+                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}]}],
+              "}"}], ",", 
+           RowBox[{"{", 
+             RowBox[{
+               TagBox[#, HoldForm], ",", 
+               TagBox[#2, HoldForm], ",", 
+               TagBox[#3, HoldForm], ",", 
+               TagBox[#4, HoldForm]}], "}"}], ",", 
+           RowBox[{"LegendMarkers", "\[Rule]", 
+             RowBox[{"{", 
+               RowBox[{
+                 RowBox[{"{", 
+                   RowBox[{
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    DiskBox[{0, 0}, 
+                    Offset[{3, 3}]]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    CircleBox[{0, 0}, 
+                    Offset[{3, 3}]]}], ",", "9.75`"}], "}"}], ",", 
+                 RowBox[{"{", 
+                   RowBox[{
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[
+                    NCache[{
+                    Offset[{0, 4}], 
+                    Offset[{(-2) 3^Rational[1, 2], -2}], 
+                    Offset[{2 3^Rational[1, 2], -2}]}, {
+                    Offset[{0, 4}], 
+                    Offset[{-3.4641016151377544`, -2}], 
+                    Offset[{3.4641016151377544`, -2}]}]]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    JoinedCurveBox[
+                    NCache[
+                    Line[{
+                    Offset[{0, 4}], 
+                    Offset[{(-2) 3^Rational[1, 2], -2}], 
+                    Offset[{2 3^Rational[1, 2], -2}], 
+                    Offset[{0, 4}]}], 
+                    Line[{
+                    Offset[{0, 4}], 
+                    Offset[{-3.4641016151377544`, -2}], 
+                    Offset[{3.4641016151377544`, -2}], 
+                    Offset[{0, 4}]}]], CurveClosed -> True]}], ",", "9.75`"}],
+                    "}"}], ",", 
+                 RowBox[{"{", 
+                   RowBox[{
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[{
+                    Offset[{0, 3.75}], 
+                    Offset[{3.75, 0}], 
+                    Offset[{0, -3.75}], 
+                    Offset[{-3.75, 0}]}]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    LineBox[{
+                    Offset[{0, 3.75}], 
+                    Offset[{3.75, 0}], 
+                    Offset[{0, -3.75}], 
+                    Offset[{-3.75, 0}], 
+                    Offset[{0, 3.75}]}]}], ",", "9.75`"}], "}"}], ",", 
+                 RowBox[{"{", 
+                   RowBox[{
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[{
+                    Offset[{-2.75, -2.75}], 
+                    Offset[{2.75, -2.75}], 
+                    Offset[{2.75, 2.75}], 
+                    Offset[{-2.75, 2.75}], 
+                    Offset[{-2.75, -2.75}]}]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    LineBox[{
+                    Offset[{-2.75, -2.75}], 
+                    Offset[{2.75, -2.75}], 
+                    Offset[{2.75, 2.75}], 
+                    Offset[{-2.75, 2.75}], 
+                    Offset[{-2.75, -2.75}]}]}], ",", "9.75`"}], "}"}]}], 
+               "}"}]}], ",", 
+           RowBox[{"Joined", "\[Rule]", 
+             RowBox[{"{", 
+               RowBox[{"True", ",", "True", ",", "True", ",", "True"}], 
+               "}"}]}], ",", 
+           RowBox[{"LabelStyle", "\[Rule]", 
+             RowBox[{"{", "}"}]}], ",", 
+           RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& ), 
+      Editable -> True], TraditionalForm], TraditionalForm]},
+  "Legended",
+  DisplayFunction->(GridBox[{{
+      TagBox[
+       ItemBox[
+        PaneBox[
+         TagBox[#, "SkipImageSizeLevel"], Alignment -> {Center, Baseline}, 
+         BaselinePosition -> Baseline], DefaultBaseStyle -> "Labeled"], 
+       "SkipImageSizeLevel"], 
+      ItemBox[#2, DefaultBaseStyle -> "LabeledLabel"]}}, 
+    GridBoxAlignment -> {"Columns" -> {{Center}}, "Rows" -> {{Center}}}, 
+    AutoDelete -> False, GridBoxItemSize -> Automatic, 
+    BaselinePosition -> {1, 1}]& ),
+  Editable->True,
+  InterpretationFunction->(RowBox[{"Legended", "[", 
+     RowBox[{#, ",", 
+       RowBox[{"Placed", "[", 
+         RowBox[{#2, ",", "After"}], "]"}]}], "]"}]& )]], "Output",
+ CellChangeTimes->{3.792071380459147*^9},
+ CellLabel->
+  "Out[332]=",ExpressionUUID->"4e8a9350-2c66-4d1e-854f-a3eb7b77a7ca"]
+}, Open  ]],
+
+Cell[CellGroupData[{
+
+Cell[BoxData[
+ RowBox[{"ListPlot", "[", "\[IndentingNewLine]", 
+  RowBox[{
+   RowBox[{"{", "\[IndentingNewLine]", 
+    RowBox[{
+     RowBox[{"Table", "[", 
+      RowBox[{
+       RowBox[{"{", 
+        RowBox[{
+         RowBox[{"DD$n5$0", "\[LeftDoubleBracket]", 
+          RowBox[{"k", ",", "1"}], "\[RightDoubleBracket]"}], ",", 
+         RowBox[{
+          RowBox[{"EI$n5$0", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "4"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"EI$n5$0", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}]}]}], "}"}], ",", 
+       RowBox[{"{", 
+        RowBox[{"k", ",", 
+         RowBox[{"Length", "[", "DD$n5$0", "]"}]}], "}"}]}], "]"}], ",", 
+     "\[IndentingNewLine]", 
+     RowBox[{"Table", "[", 
+      RowBox[{
+       RowBox[{"{", 
+        RowBox[{
+         RowBox[{"DD$n5$0", "\[LeftDoubleBracket]", 
+          RowBox[{"k", ",", "1"}], "\[RightDoubleBracket]"}], ",", 
+         RowBox[{
+          RowBox[{"EI$n5$0", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "4"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"EI$n5$0", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"(", 
+           RowBox[{
+            RowBox[{"DD$n5$0", "\[LeftDoubleBracket]", 
+             RowBox[{"k", ",", "4"}], "\[RightDoubleBracket]"}], "-", 
+            RowBox[{"DD$n5$0", "\[LeftDoubleBracket]", 
+             RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}]}], ")"}]}]}], 
+        "}"}], ",", 
+       RowBox[{"{", 
+        RowBox[{"k", ",", 
+         RowBox[{"Length", "[", "DD$n5$0", "]"}]}], "}"}]}], "]"}], ",", 
+     "\[IndentingNewLine]", 
+     RowBox[{"Table", "[", 
+      RowBox[{
+       RowBox[{"{", 
+        RowBox[{
+         RowBox[{"DD$n5$SA", "\[LeftDoubleBracket]", 
+          RowBox[{"k", ",", "1"}], "\[RightDoubleBracket]"}], ",", 
+         RowBox[{
+          RowBox[{"EI$n5$SA", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "4"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"EI$n5$SA", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}]}]}], "}"}], ",", 
+       RowBox[{"{", 
+        RowBox[{"k", ",", 
+         RowBox[{"Length", "[", "DD$n5$SA", "]"}]}], "}"}]}], "]"}], ",", 
+     "\[IndentingNewLine]", 
+     RowBox[{"Table", "[", 
+      RowBox[{
+       RowBox[{"{", 
+        RowBox[{
+         RowBox[{"DD$n5$SA", "\[LeftDoubleBracket]", 
+          RowBox[{"k", ",", "1"}], "\[RightDoubleBracket]"}], ",", 
+         RowBox[{
+          RowBox[{"EI$n5$SA", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "4"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"EI$n5$SA", "\[LeftDoubleBracket]", 
+           RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}], "-", 
+          RowBox[{"(", 
+           RowBox[{
+            RowBox[{"DD$n5$SA", "\[LeftDoubleBracket]", 
+             RowBox[{"k", ",", "4"}], "\[RightDoubleBracket]"}], "-", 
+            RowBox[{"DD$n5$SA", "\[LeftDoubleBracket]", 
+             RowBox[{"k", ",", "2"}], "\[RightDoubleBracket]"}]}], ")"}]}]}], 
+        "}"}], ",", 
+       RowBox[{"{", 
+        RowBox[{"k", ",", 
+         RowBox[{"Length", "[", "DD$n5$SA", "]"}]}], "}"}]}], "]"}]}], 
+    "\[IndentingNewLine]", "}"}], "\[IndentingNewLine]", ",", 
+   RowBox[{"PlotLegends", "\[Rule]", "Automatic"}], ",", 
+   RowBox[{"Joined", "\[Rule]", "True"}], ",", 
+   RowBox[{"PlotMarkers", "\[Rule]", "\"\<OpenMarkers\>\""}]}], 
+  "]"}]], "Input",
+ CellChangeTimes->{{3.792071490013483*^9, 3.792071496663376*^9}},
+ CellLabel->
+  "In[333]:=",ExpressionUUID->"eb555e8d-9c66-4cee-8a82-f2173df2cf1e"],
+
+Cell[BoxData[
+ TemplateBox[{GraphicsBox[{{}, {{{}, {}, {
+        Hue[0.67, 0.6, 0.6], 
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.368417, 0.506779, 0.709798], 
+         AbsoluteThickness[1.6]], 
+        LineBox[{{0.39269908169872414`, 0.14479999999999998`}, {
+         0.7853981633974483, 0.1424}, {1.5707963267948966`, 0.138}, {
+         3.141592653589793, 0.13}, {6.283185307179586, 0.1162}, {
+         12.566370614359172`, 0.0967}, {25.132741228718345`, 0.0702}}]}, {
+        Hue[0.9060679774997897, 0.6, 0.6], 
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.880722, 0.611041, 0.142051], 
+         AbsoluteThickness[1.6]], 
+        LineBox[{{0.39269908169872414`, 0.10319999999999999`}, {
+         0.7853981633974483, 0.1022}, {1.5707963267948966`, 
+         0.10040000000000002`}, {3.141592653589793, 0.0971}, {
+         6.283185307179586, 0.0909}, {12.566370614359172`, 0.0827}, {
+         25.132741228718345`, 0.0697}}]}, {
+        Hue[0.1421359549995791, 0.6, 0.6], 
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.560181, 0.691569, 0.194885], 
+         AbsoluteThickness[1.6]], 
+        LineBox[{{0.39269908169872414`, 0.10099999999999999`}, {
+         0.7853981633974483, 0.0986}, {1.5707963267948966`, 0.0943}, {
+         3.141592653589793, 0.0862}, {6.283185307179586, 0.0719}, {
+         12.566370614359172`, 0.0523}, {25.132741228718345`, 0.0374}}]}, {
+        Hue[0.37820393249936934`, 0.6, 0.6], 
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.922526, 0.385626, 0.209179], 
+         AbsoluteThickness[1.6]], 
+        LineBox[{{0.39269908169872414`, 0.059399999999999994`}, {
+         0.7853981633974483, 0.058499999999999996`}, {1.5707963267948966`, 
+         0.056799999999999996`}, {3.141592653589793, 0.0534}, {
+         6.283185307179586, 0.046700000000000005`}, {12.566370614359172`, 
+         0.038599999999999995`}, {25.132741228718345`, 0.0376}}]}}, {{
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.368417, 0.506779, 0.709798], 
+         AbsoluteThickness[1.6]], 
+        GeometricTransformationBox[
+         InsetBox[
+          BoxData[
+           FormBox[
+            StyleBox[
+             GraphicsBox[{{
+                GrayLevel[1], 
+                DiskBox[{0, 0}, 
+                 Offset[{3, 3}]]}, 
+               AbsoluteThickness[1.5], 
+               Dashing[{}], 
+               CircleBox[{0, 0}, 
+                Offset[{3, 3}]]}], 
+             GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[
+                 PointSize[0.012833333333333334`], 
+                 RGBColor[0.368417, 0.506779, 0.709798], 
+                 AbsoluteThickness[1.6]]}, StripOnInput -> False], 
+            TraditionalForm]], {0., 0.}, Automatic, 
+          Scaled[9.75]], {{{0.39269908169872414`, 0.14479999999999998`}}, {{
+         0.7853981633974483, 0.1424}}, {{1.5707963267948966`, 0.138}}, {{
+         3.141592653589793, 0.13}}, {{6.283185307179586, 0.1162}}, {{
+         12.566370614359172`, 0.0967}}, {{25.132741228718345`, 0.0702}}}]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.880722, 0.611041, 0.142051], 
+         AbsoluteThickness[1.6]], 
+        GeometricTransformationBox[
+         InsetBox[
+          BoxData[
+           FormBox[
+            StyleBox[
+             GraphicsBox[{{
+                GrayLevel[1], 
+                PolygonBox[
+                 NCache[{
+                   Offset[{0, 4}], 
+                   Offset[{(-2) 3^Rational[1, 2], -2}], 
+                   Offset[{2 3^Rational[1, 2], -2}]}, {
+                   Offset[{0, 4}], 
+                   Offset[{-3.4641016151377544`, -2}], 
+                   Offset[{3.4641016151377544`, -2}]}]]}, 
+               AbsoluteThickness[1.5], 
+               Dashing[{}], 
+               JoinedCurveBox[
+                NCache[
+                 Line[{
+                   Offset[{0, 4}], 
+                   Offset[{(-2) 3^Rational[1, 2], -2}], 
+                   Offset[{2 3^Rational[1, 2], -2}], 
+                   Offset[{0, 4}]}], 
+                 Line[{
+                   Offset[{0, 4}], 
+                   Offset[{-3.4641016151377544`, -2}], 
+                   Offset[{3.4641016151377544`, -2}], 
+                   Offset[{0, 4}]}]], CurveClosed -> True]}], 
+             GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[
+                 PointSize[0.012833333333333334`], 
+                 RGBColor[0.880722, 0.611041, 0.142051], 
+                 AbsoluteThickness[1.6]]}, StripOnInput -> False], 
+            TraditionalForm]], {0., 0.}, Automatic, 
+          Scaled[9.75]], {{{0.39269908169872414`, 0.10319999999999999`}}, {{
+         0.7853981633974483, 0.1022}}, {{1.5707963267948966`, 
+         0.10040000000000002`}}, {{3.141592653589793, 0.0971}}, {{
+         6.283185307179586, 0.0909}}, {{12.566370614359172`, 0.0827}}, {{
+         25.132741228718345`, 0.0697}}}]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.560181, 0.691569, 0.194885], 
+         AbsoluteThickness[1.6]], 
+        GeometricTransformationBox[
+         InsetBox[
+          BoxData[
+           FormBox[
+            StyleBox[
+             GraphicsBox[{{
+                GrayLevel[1], 
+                PolygonBox[{
+                  Offset[{0, 3.75}], 
+                  Offset[{3.75, 0}], 
+                  Offset[{0, -3.75}], 
+                  Offset[{-3.75, 0}]}]}, 
+               AbsoluteThickness[1.5], 
+               Dashing[{}], 
+               LineBox[{
+                 Offset[{0, 3.75}], 
+                 Offset[{3.75, 0}], 
+                 Offset[{0, -3.75}], 
+                 Offset[{-3.75, 0}], 
+                 Offset[{0, 3.75}]}]}], 
+             GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[
+                 PointSize[0.012833333333333334`], 
+                 RGBColor[0.560181, 0.691569, 0.194885], 
+                 AbsoluteThickness[1.6]]}, StripOnInput -> False], 
+            TraditionalForm]], {0., 0.}, Automatic, 
+          Scaled[9.75]], {{{0.39269908169872414`, 0.10099999999999999`}}, {{
+         0.7853981633974483, 0.0986}}, {{1.5707963267948966`, 0.0943}}, {{
+         3.141592653589793, 0.0862}}, {{6.283185307179586, 0.0719}}, {{
+         12.566370614359172`, 0.0523}}, {{25.132741228718345`, 0.0374}}}]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.922526, 0.385626, 0.209179], 
+         AbsoluteThickness[1.6]], 
+        GeometricTransformationBox[
+         InsetBox[
+          BoxData[
+           FormBox[
+            StyleBox[
+             GraphicsBox[{{
+                GrayLevel[1], 
+                PolygonBox[{
+                  Offset[{-2.75, -2.75}], 
+                  Offset[{2.75, -2.75}], 
+                  Offset[{2.75, 2.75}], 
+                  Offset[{-2.75, 2.75}], 
+                  Offset[{-2.75, -2.75}]}]}, 
+               AbsoluteThickness[1.5], 
+               Dashing[{}], 
+               LineBox[{
+                 Offset[{-2.75, -2.75}], 
+                 Offset[{2.75, -2.75}], 
+                 Offset[{2.75, 2.75}], 
+                 Offset[{-2.75, 2.75}], 
+                 Offset[{-2.75, -2.75}]}]}], 
+             GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[
+                 PointSize[0.012833333333333334`], 
+                 RGBColor[0.922526, 0.385626, 0.209179], 
+                 AbsoluteThickness[1.6]]}, StripOnInput -> False], 
+            TraditionalForm]], {0., 0.}, Automatic, 
+          Scaled[9.75]], {{{0.39269908169872414`, 0.059399999999999994`}}, {{
+         0.7853981633974483, 0.058499999999999996`}}, {{1.5707963267948966`, 
+         0.056799999999999996`}}, {{3.141592653589793, 0.0534}}, {{
+         6.283185307179586, 0.046700000000000005`}}, {{12.566370614359172`, 
+         0.038599999999999995`}}, {{25.132741228718345`, 0.0376}}}]}}, {{
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.368417, 0.506779, 0.709798], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.880722, 0.611041, 0.142051], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.560181, 0.691569, 0.194885], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.922526, 0.385626, 0.209179], 
+         AbsoluteThickness[
+         1.6]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.368417, 0.506779, 0.709798], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.880722, 0.611041, 0.142051], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.560181, 0.691569, 0.194885], 
+         AbsoluteThickness[1.6]]}, {
+        Directive[
+         PointSize[0.012833333333333334`], 
+         RGBColor[0.922526, 0.385626, 0.209179], 
+         AbsoluteThickness[
+         1.6]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, \
+{}}}, {DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> 
+     NCache[GoldenRatio^(-1), 0.6180339887498948], Axes -> {True, True}, 
+     AxesLabel -> {None, None}, AxesOrigin -> {0, 0}, DisplayFunction :> 
+     Identity, Frame -> {{False, False}, {False, False}}, 
+     FrameLabel -> {{None, None}, {None, None}}, 
+     FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, 
+     GridLines -> {None, None}, GridLinesStyle -> Directive[
+       GrayLevel[0.5, 0.4]], 
+     Method -> {
+      "OptimizePlotMarkers" -> True, 
+       "CoordinatesToolOptions" -> {"DisplayFunction" -> ({
+           (Identity[#]& )[
+            Part[#, 1]], 
+           (Identity[#]& )[
+            Part[#, 2]]}& ), "CopiedValueFunction" -> ({
+           (Identity[#]& )[
+            Part[#, 1]], 
+           (Identity[#]& )[
+            Part[#, 2]]}& )}}, 
+     PlotRange -> {{0, 25.132741228718345`}, {0, 0.14479999999999998`}}, 
+     PlotRangeClipping -> True, PlotRangePadding -> {{
+        Scaled[0.02], 
+        Scaled[0.02]}, {
+        Scaled[0.02], 
+        Scaled[0.05]}}, Ticks -> {Automatic, Automatic}}],FormBox[
+    FormBox[
+     TemplateBox[{
+       TagBox[
+        FrameBox[
+         StyleBox["1", Smaller, StripOnInput -> False]], "Placeholder"], 
+       TagBox[
+        FrameBox[
+         StyleBox["2", Smaller, StripOnInput -> False]], "Placeholder"], 
+       TagBox[
+        FrameBox[
+         StyleBox["3", Smaller, StripOnInput -> False]], "Placeholder"], 
+       TagBox[
+        FrameBox[
+         StyleBox["4", Smaller, StripOnInput -> False]], "Placeholder"]}, 
+      "PointLegend", DisplayFunction -> (FormBox[
+        StyleBox[
+         StyleBox[
+          PaneBox[
+           TagBox[
+            GridBox[{{
+               TagBox[
+                GridBox[{{
+                   GraphicsBox[{{
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.368417, 0.506779, 0.709798], 
+                    AbsoluteThickness[1.6]], {
+                    LineBox[{{0, 9.75}, {20, 9.75}}]}}, {
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.368417, 0.506779, 0.709798], 
+                    AbsoluteThickness[1.6]], {
+                    InsetBox[
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    DiskBox[{0, 0}, 
+                    Offset[{3, 3}]]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    CircleBox[{0, 0}, 
+                    Offset[{3, 3}]]}, {DefaultBaseStyle -> {"Graphics", {
+                    AbsolutePointSize[6]}, 
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.368417, 0.506779, 0.709798], 
+                    AbsoluteThickness[1.6]]}}], 
+                    NCache[
+                    Scaled[{
+                    Rational[1, 2], 
+                    Rational[1, 2]}], 
+                    Scaled[{0.5, 0.5}]], Automatic, 
+                    Scaled[1]]}}}, AspectRatio -> Full, 
+                    ImageSize -> {20, 9.75}, PlotRangePadding -> None, 
+                    ImagePadding -> Automatic, 
+                    BaselinePosition -> (Scaled[0.09205128205128206] -> 
+                    Baseline)], #}, {
+                   GraphicsBox[{{
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.880722, 0.611041, 0.142051], 
+                    AbsoluteThickness[1.6]], {
+                    LineBox[{{0, 9.75}, {20, 9.75}}]}}, {
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.880722, 0.611041, 0.142051], 
+                    AbsoluteThickness[1.6]], {
+                    InsetBox[
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[
+                    NCache[{
+                    Offset[{0, 4}], 
+                    Offset[{(-2) 3^Rational[1, 2], -2}], 
+                    Offset[{2 3^Rational[1, 2], -2}]}, {
+                    Offset[{0, 4}], 
+                    Offset[{-3.4641016151377544`, -2}], 
+                    Offset[{3.4641016151377544`, -2}]}]]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    JoinedCurveBox[
+                    NCache[
+                    Line[{
+                    Offset[{0, 4}], 
+                    Offset[{(-2) 3^Rational[1, 2], -2}], 
+                    Offset[{2 3^Rational[1, 2], -2}], 
+                    Offset[{0, 4}]}], 
+                    Line[{
+                    Offset[{0, 4}], 
+                    Offset[{-3.4641016151377544`, -2}], 
+                    Offset[{3.4641016151377544`, -2}], 
+                    Offset[{0, 4}]}]], CurveClosed -> True]}, {
+                    DefaultBaseStyle -> {"Graphics", {
+                    AbsolutePointSize[6]}, 
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.880722, 0.611041, 0.142051], 
+                    AbsoluteThickness[1.6]]}}], 
+                    NCache[
+                    Scaled[{
+                    Rational[1, 2], 
+                    Rational[1, 2]}], 
+                    Scaled[{0.5, 0.5}]], Automatic, 
+                    Scaled[1]]}}}, AspectRatio -> Full, 
+                    ImageSize -> {20, 9.75}, PlotRangePadding -> None, 
+                    ImagePadding -> Automatic, 
+                    BaselinePosition -> (Scaled[0.09205128205128206] -> 
+                    Baseline)], #2}, {
+                   GraphicsBox[{{
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.560181, 0.691569, 0.194885], 
+                    AbsoluteThickness[1.6]], {
+                    LineBox[{{0, 9.75}, {20, 9.75}}]}}, {
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.560181, 0.691569, 0.194885], 
+                    AbsoluteThickness[1.6]], {
+                    InsetBox[
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[{
+                    Offset[{0, 3.75}], 
+                    Offset[{3.75, 0}], 
+                    Offset[{0, -3.75}], 
+                    Offset[{-3.75, 0}]}]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    LineBox[{
+                    Offset[{0, 3.75}], 
+                    Offset[{3.75, 0}], 
+                    Offset[{0, -3.75}], 
+                    Offset[{-3.75, 0}], 
+                    Offset[{0, 3.75}]}]}, {DefaultBaseStyle -> {"Graphics", {
+                    AbsolutePointSize[6]}, 
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.560181, 0.691569, 0.194885], 
+                    AbsoluteThickness[1.6]]}}], 
+                    NCache[
+                    Scaled[{
+                    Rational[1, 2], 
+                    Rational[1, 2]}], 
+                    Scaled[{0.5, 0.5}]], Automatic, 
+                    Scaled[1]]}}}, AspectRatio -> Full, 
+                    ImageSize -> {20, 9.75}, PlotRangePadding -> None, 
+                    ImagePadding -> Automatic, 
+                    BaselinePosition -> (Scaled[0.09205128205128206] -> 
+                    Baseline)], #3}, {
+                   GraphicsBox[{{
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.922526, 0.385626, 0.209179], 
+                    AbsoluteThickness[1.6]], {
+                    LineBox[{{0, 9.75}, {20, 9.75}}]}}, {
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.922526, 0.385626, 0.209179], 
+                    AbsoluteThickness[1.6]], {
+                    InsetBox[
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[{
+                    Offset[{-2.75, -2.75}], 
+                    Offset[{2.75, -2.75}], 
+                    Offset[{2.75, 2.75}], 
+                    Offset[{-2.75, 2.75}], 
+                    Offset[{-2.75, -2.75}]}]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    LineBox[{
+                    Offset[{-2.75, -2.75}], 
+                    Offset[{2.75, -2.75}], 
+                    Offset[{2.75, 2.75}], 
+                    Offset[{-2.75, 2.75}], 
+                    Offset[{-2.75, -2.75}]}]}, {
+                    DefaultBaseStyle -> {"Graphics", {
+                    AbsolutePointSize[6]}, 
+                    Directive[
+                    EdgeForm[
+                    Directive[
+                    Opacity[0.3], 
+                    GrayLevel[0]]], 
+                    PointSize[0.5], 
+                    RGBColor[0.922526, 0.385626, 0.209179], 
+                    AbsoluteThickness[1.6]]}}], 
+                    NCache[
+                    Scaled[{
+                    Rational[1, 2], 
+                    Rational[1, 2]}], 
+                    Scaled[{0.5, 0.5}]], Automatic, 
+                    Scaled[1]]}}}, AspectRatio -> Full, 
+                    ImageSize -> {20, 9.75}, PlotRangePadding -> None, 
+                    ImagePadding -> Automatic, 
+                    BaselinePosition -> (Scaled[0.09205128205128206] -> 
+                    Baseline)], #4}}, 
+                 GridBoxAlignment -> {
+                  "Columns" -> {Center, Left}, "Rows" -> {{Baseline}}}, 
+                 AutoDelete -> False, 
+                 GridBoxDividers -> {
+                  "Columns" -> {{False}}, "Rows" -> {{False}}}, 
+                 GridBoxItemSize -> {"Columns" -> {{All}}, "Rows" -> {{All}}},
+                  GridBoxSpacings -> {
+                  "Columns" -> {{0.5}}, "Rows" -> {{0.8}}}], "Grid"]}}, 
+             GridBoxAlignment -> {"Columns" -> {{Left}}, "Rows" -> {{Top}}}, 
+             AutoDelete -> False, 
+             GridBoxItemSize -> {
+              "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, 
+             GridBoxSpacings -> {"Columns" -> {{1}}, "Rows" -> {{0}}}], 
+            "Grid"], Alignment -> Left, AppearanceElements -> None, 
+           ImageMargins -> {{5, 5}, {5, 5}}, ImageSizeAction -> 
+           "ResizeToFit"], LineIndent -> 0, StripOnInput -> False], {
+         FontFamily -> "Arial"}, Background -> Automatic, StripOnInput -> 
+         False], TraditionalForm]& ), 
+      InterpretationFunction :> (RowBox[{"PointLegend", "[", 
+         RowBox[{
+           RowBox[{"{", 
+             RowBox[{
+               RowBox[{"Directive", "[", 
+                 RowBox[{
+                   RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], 
+                   ",", 
+                   InterpretationBox[
+                    ButtonBox[
+                    TooltipBox[
+                    GraphicsBox[{{
+                    GrayLevel[0], 
+                    RectangleBox[{0, 0}]}, {
+                    GrayLevel[0], 
+                    RectangleBox[{1, -1}]}, {
+                    RGBColor[0.368417, 0.506779, 0.709798], 
+                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
+                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
+                    FrameStyle -> 
+                    RGBColor[
+                    0.24561133333333335`, 0.3378526666666667, 
+                    0.4731986666666667], FrameTicks -> None, PlotRangePadding -> 
+                    None, ImageSize -> 
+                    Dynamic[{
+                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
+                    AbsoluteCurrentValue[Magnification]}]], 
+                    StyleBox[
+                    RowBox[{"RGBColor", "[", 
+                    RowBox[{"0.368417`", ",", "0.506779`", ",", "0.709798`"}],
+                     "]"}], NumberMarks -> False]], Appearance -> None, 
+                    BaseStyle -> {}, BaselinePosition -> Baseline, 
+                    DefaultBaseStyle -> {}, ButtonFunction :> 
+                    With[{Typeset`box$ = EvaluationBox[]}, 
+                    If[
+                    Not[
+                    AbsoluteCurrentValue["Deployed"]], 
+                    SelectionMove[Typeset`box$, All, Expression]; 
+                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
+                    FrontEnd`Private`$ColorSelectorInitialColor = 
+                    RGBColor[0.368417, 0.506779, 0.709798]; 
+                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
+                    MathLink`CallFrontEnd[
+                    FrontEnd`AttachCell[Typeset`box$, 
+                    FrontEndResource["RGBColorValueSelector"], {
+                    0, {Left, Bottom}}, {Left, Top}, 
+                    "ClosingActions" -> {
+                    "SelectionDeparture", "ParentChanged", 
+                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
+                    Automatic, Method -> "Preemptive"], 
+                    RGBColor[0.368417, 0.506779, 0.709798], Editable -> False,
+                     Selectable -> False], ",", 
+                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}], 
+               ",", 
+               RowBox[{"Directive", "[", 
+                 RowBox[{
+                   RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], 
+                   ",", 
+                   InterpretationBox[
+                    ButtonBox[
+                    TooltipBox[
+                    GraphicsBox[{{
+                    GrayLevel[0], 
+                    RectangleBox[{0, 0}]}, {
+                    GrayLevel[0], 
+                    RectangleBox[{1, -1}]}, {
+                    RGBColor[0.880722, 0.611041, 0.142051], 
+                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
+                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
+                    FrameStyle -> 
+                    RGBColor[
+                    0.587148, 0.40736066666666665`, 0.09470066666666668], 
+                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
+                    Dynamic[{
+                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
+                    AbsoluteCurrentValue[Magnification]}]], 
+                    StyleBox[
+                    RowBox[{"RGBColor", "[", 
+                    RowBox[{"0.880722`", ",", "0.611041`", ",", "0.142051`"}],
+                     "]"}], NumberMarks -> False]], Appearance -> None, 
+                    BaseStyle -> {}, BaselinePosition -> Baseline, 
+                    DefaultBaseStyle -> {}, ButtonFunction :> 
+                    With[{Typeset`box$ = EvaluationBox[]}, 
+                    If[
+                    Not[
+                    AbsoluteCurrentValue["Deployed"]], 
+                    SelectionMove[Typeset`box$, All, Expression]; 
+                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
+                    FrontEnd`Private`$ColorSelectorInitialColor = 
+                    RGBColor[0.880722, 0.611041, 0.142051]; 
+                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
+                    MathLink`CallFrontEnd[
+                    FrontEnd`AttachCell[Typeset`box$, 
+                    FrontEndResource["RGBColorValueSelector"], {
+                    0, {Left, Bottom}}, {Left, Top}, 
+                    "ClosingActions" -> {
+                    "SelectionDeparture", "ParentChanged", 
+                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
+                    Automatic, Method -> "Preemptive"], 
+                    RGBColor[0.880722, 0.611041, 0.142051], Editable -> False,
+                     Selectable -> False], ",", 
+                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}], 
+               ",", 
+               RowBox[{"Directive", "[", 
+                 RowBox[{
+                   RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], 
+                   ",", 
+                   InterpretationBox[
+                    ButtonBox[
+                    TooltipBox[
+                    GraphicsBox[{{
+                    GrayLevel[0], 
+                    RectangleBox[{0, 0}]}, {
+                    GrayLevel[0], 
+                    RectangleBox[{1, -1}]}, {
+                    RGBColor[0.560181, 0.691569, 0.194885], 
+                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
+                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
+                    FrameStyle -> 
+                    RGBColor[
+                    0.37345400000000006`, 0.461046, 0.12992333333333334`], 
+                    FrameTicks -> None, PlotRangePadding -> None, ImageSize -> 
+                    Dynamic[{
+                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
+                    AbsoluteCurrentValue[Magnification]}]], 
+                    StyleBox[
+                    RowBox[{"RGBColor", "[", 
+                    RowBox[{"0.560181`", ",", "0.691569`", ",", "0.194885`"}],
+                     "]"}], NumberMarks -> False]], Appearance -> None, 
+                    BaseStyle -> {}, BaselinePosition -> Baseline, 
+                    DefaultBaseStyle -> {}, ButtonFunction :> 
+                    With[{Typeset`box$ = EvaluationBox[]}, 
+                    If[
+                    Not[
+                    AbsoluteCurrentValue["Deployed"]], 
+                    SelectionMove[Typeset`box$, All, Expression]; 
+                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
+                    FrontEnd`Private`$ColorSelectorInitialColor = 
+                    RGBColor[0.560181, 0.691569, 0.194885]; 
+                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
+                    MathLink`CallFrontEnd[
+                    FrontEnd`AttachCell[Typeset`box$, 
+                    FrontEndResource["RGBColorValueSelector"], {
+                    0, {Left, Bottom}}, {Left, Top}, 
+                    "ClosingActions" -> {
+                    "SelectionDeparture", "ParentChanged", 
+                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
+                    Automatic, Method -> "Preemptive"], 
+                    RGBColor[0.560181, 0.691569, 0.194885], Editable -> False,
+                     Selectable -> False], ",", 
+                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}], 
+               ",", 
+               RowBox[{"Directive", "[", 
+                 RowBox[{
+                   RowBox[{"PointSize", "[", "0.012833333333333334`", "]"}], 
+                   ",", 
+                   InterpretationBox[
+                    ButtonBox[
+                    TooltipBox[
+                    GraphicsBox[{{
+                    GrayLevel[0], 
+                    RectangleBox[{0, 0}]}, {
+                    GrayLevel[0], 
+                    RectangleBox[{1, -1}]}, {
+                    RGBColor[0.922526, 0.385626, 0.209179], 
+                    RectangleBox[{0, -1}, {2, 1}]}}, DefaultBaseStyle -> 
+                    "ColorSwatchGraphics", AspectRatio -> 1, Frame -> True, 
+                    FrameStyle -> 
+                    RGBColor[
+                    0.6150173333333333, 0.25708400000000003`, 
+                    0.13945266666666667`], FrameTicks -> None, 
+                    PlotRangePadding -> None, ImageSize -> 
+                    Dynamic[{
+                    Automatic, 1.35 CurrentValue["FontCapHeight"]/
+                    AbsoluteCurrentValue[Magnification]}]], 
+                    StyleBox[
+                    RowBox[{"RGBColor", "[", 
+                    RowBox[{"0.922526`", ",", "0.385626`", ",", "0.209179`"}],
+                     "]"}], NumberMarks -> False]], Appearance -> None, 
+                    BaseStyle -> {}, BaselinePosition -> Baseline, 
+                    DefaultBaseStyle -> {}, ButtonFunction :> 
+                    With[{Typeset`box$ = EvaluationBox[]}, 
+                    If[
+                    Not[
+                    AbsoluteCurrentValue["Deployed"]], 
+                    SelectionMove[Typeset`box$, All, Expression]; 
+                    FrontEnd`Private`$ColorSelectorInitialAlpha = 1; 
+                    FrontEnd`Private`$ColorSelectorInitialColor = 
+                    RGBColor[0.922526, 0.385626, 0.209179]; 
+                    FrontEnd`Private`$ColorSelectorUseMakeBoxes = True; 
+                    MathLink`CallFrontEnd[
+                    FrontEnd`AttachCell[Typeset`box$, 
+                    FrontEndResource["RGBColorValueSelector"], {
+                    0, {Left, Bottom}}, {Left, Top}, 
+                    "ClosingActions" -> {
+                    "SelectionDeparture", "ParentChanged", 
+                    "EvaluatorQuit"}]]]], BaseStyle -> Inherited, Evaluator -> 
+                    Automatic, Method -> "Preemptive"], 
+                    RGBColor[0.922526, 0.385626, 0.209179], Editable -> False,
+                     Selectable -> False], ",", 
+                   RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}]}], "]"}]}],
+              "}"}], ",", 
+           RowBox[{"{", 
+             RowBox[{
+               TagBox[#, HoldForm], ",", 
+               TagBox[#2, HoldForm], ",", 
+               TagBox[#3, HoldForm], ",", 
+               TagBox[#4, HoldForm]}], "}"}], ",", 
+           RowBox[{"LegendMarkers", "\[Rule]", 
+             RowBox[{"{", 
+               RowBox[{
+                 RowBox[{"{", 
+                   RowBox[{
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    DiskBox[{0, 0}, 
+                    Offset[{3, 3}]]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    CircleBox[{0, 0}, 
+                    Offset[{3, 3}]]}], ",", "9.75`"}], "}"}], ",", 
+                 RowBox[{"{", 
+                   RowBox[{
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[
+                    NCache[{
+                    Offset[{0, 4}], 
+                    Offset[{(-2) 3^Rational[1, 2], -2}], 
+                    Offset[{2 3^Rational[1, 2], -2}]}, {
+                    Offset[{0, 4}], 
+                    Offset[{-3.4641016151377544`, -2}], 
+                    Offset[{3.4641016151377544`, -2}]}]]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    JoinedCurveBox[
+                    NCache[
+                    Line[{
+                    Offset[{0, 4}], 
+                    Offset[{(-2) 3^Rational[1, 2], -2}], 
+                    Offset[{2 3^Rational[1, 2], -2}], 
+                    Offset[{0, 4}]}], 
+                    Line[{
+                    Offset[{0, 4}], 
+                    Offset[{-3.4641016151377544`, -2}], 
+                    Offset[{3.4641016151377544`, -2}], 
+                    Offset[{0, 4}]}]], CurveClosed -> True]}], ",", "9.75`"}],
+                    "}"}], ",", 
+                 RowBox[{"{", 
+                   RowBox[{
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[{
+                    Offset[{0, 3.75}], 
+                    Offset[{3.75, 0}], 
+                    Offset[{0, -3.75}], 
+                    Offset[{-3.75, 0}]}]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    LineBox[{
+                    Offset[{0, 3.75}], 
+                    Offset[{3.75, 0}], 
+                    Offset[{0, -3.75}], 
+                    Offset[{-3.75, 0}], 
+                    Offset[{0, 3.75}]}]}], ",", "9.75`"}], "}"}], ",", 
+                 RowBox[{"{", 
+                   RowBox[{
+                    GraphicsBox[{{
+                    GrayLevel[1], 
+                    PolygonBox[{
+                    Offset[{-2.75, -2.75}], 
+                    Offset[{2.75, -2.75}], 
+                    Offset[{2.75, 2.75}], 
+                    Offset[{-2.75, 2.75}], 
+                    Offset[{-2.75, -2.75}]}]}, 
+                    AbsoluteThickness[1.5], 
+                    Dashing[{}], 
+                    LineBox[{
+                    Offset[{-2.75, -2.75}], 
+                    Offset[{2.75, -2.75}], 
+                    Offset[{2.75, 2.75}], 
+                    Offset[{-2.75, 2.75}], 
+                    Offset[{-2.75, -2.75}]}]}], ",", "9.75`"}], "}"}]}], 
+               "}"}]}], ",", 
+           RowBox[{"Joined", "\[Rule]", 
+             RowBox[{"{", 
+               RowBox[{"True", ",", "True", ",", "True", ",", "True"}], 
+               "}"}]}], ",", 
+           RowBox[{"LabelStyle", "\[Rule]", 
+             RowBox[{"{", "}"}]}], ",", 
+           RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& ), 
+      Editable -> True], TraditionalForm], TraditionalForm]},
+  "Legended",
+  DisplayFunction->(GridBox[{{
+      TagBox[
+       ItemBox[
+        PaneBox[
+         TagBox[#, "SkipImageSizeLevel"], Alignment -> {Center, Baseline}, 
+         BaselinePosition -> Baseline], DefaultBaseStyle -> "Labeled"], 
+       "SkipImageSizeLevel"], 
+      ItemBox[#2, DefaultBaseStyle -> "LabeledLabel"]}}, 
+    GridBoxAlignment -> {"Columns" -> {{Center}}, "Rows" -> {{Center}}}, 
+    AutoDelete -> False, GridBoxItemSize -> Automatic, 
+    BaselinePosition -> {1, 1}]& ),
+  Editable->True,
+  InterpretationFunction->(RowBox[{"Legended", "[", 
+     RowBox[{#, ",", 
+       RowBox[{"Placed", "[", 
+         RowBox[{#2, ",", "After"}], "]"}]}], "]"}]& )]], "Output",
+ CellChangeTimes->{3.792071497176076*^9},
+ CellLabel->
+  "Out[333]=",ExpressionUUID->"8b1336ed-f5cf-487d-8fc0-e0ef4bc9dcee"]
 }, Open  ]]
 }, Open  ]],
 
@@ -236381,6 +238295,7 @@ WindowSize->{1280, 755},
 WindowMargins->{{0, Automatic}, {Automatic, 0}},
 PrintingCopies->1,
 PrintingPageRange->{1, Automatic},
+Magnification:>1.25 Inherited,
 FrontEndVersion->"12.0 for Mac OS X x86 (64-bit) (April 8, 2019)",
 StyleDefinitions->"Default.nb"
 ]
@@ -236396,2254 +238311,2270 @@ CellTagsIndex->{}
 (*NotebookFileOutline
 Notebook[{
 Cell[CellGroupData[{
-Cell[580, 22, 157, 3, 98, "Title",ExpressionUUID->"33d7fee5-5478-4145-b9ff-d091149883c9"],
-Cell[740, 27, 574, 12, 68, "Input",ExpressionUUID->"4d91fd51-571e-4245-929f-3b8a3f2b898e",
+Cell[580, 22, 157, 3, 123, "Title",ExpressionUUID->"33d7fee5-5478-4145-b9ff-d091149883c9"],
+Cell[740, 27, 574, 12, 85, "Input",ExpressionUUID->"4d91fd51-571e-4245-929f-3b8a3f2b898e",
  InitializationCell->True],
-Cell[1317, 41, 1416, 31, 46, "Input",ExpressionUUID->"808c8174-1814-4a24-aba2-29405497a667",
+Cell[1317, 41, 1416, 31, 57, "Input",ExpressionUUID->"808c8174-1814-4a24-aba2-29405497a667",
  InitializationCell->True],
-Cell[2736, 74, 1797, 39, 68, "Input",ExpressionUUID->"983eb112-f849-4164-a608-94fe9fa105d8",
+Cell[2736, 74, 1797, 39, 85, "Input",ExpressionUUID->"983eb112-f849-4164-a608-94fe9fa105d8",
  InitializationCell->True],
-Cell[4536, 115, 407, 7, 46, "Input",ExpressionUUID->"c5d5ec8d-34dd-40a5-8a0d-bb50c0e67596",
+Cell[4536, 115, 407, 7, 57, "Input",ExpressionUUID->"c5d5ec8d-34dd-40a5-8a0d-bb50c0e67596",
  InitializationCell->True],
-Cell[4946, 124, 308, 6, 46, "Input",ExpressionUUID->"2f3fb502-843e-421e-98bd-7ae0f29f7d2c",
+Cell[4946, 124, 308, 6, 57, "Input",ExpressionUUID->"2f3fb502-843e-421e-98bd-7ae0f29f7d2c",
  InitializationCell->True],
-Cell[5257, 132, 357, 9, 49, "Input",ExpressionUUID->"c2e13314-7f9f-4b01-b3c8-0a7352d78482",
+Cell[5257, 132, 357, 9, 61, "Input",ExpressionUUID->"c2e13314-7f9f-4b01-b3c8-0a7352d78482",
  InitializationCell->True],
-Cell[5617, 143, 415, 10, 49, "Input",ExpressionUUID->"86c8b9ac-d994-4199-b891-a7863a36ea1a",
+Cell[5617, 143, 415, 10, 61, "Input",ExpressionUUID->"86c8b9ac-d994-4199-b891-a7863a36ea1a",
  InitializationCell->True],
-Cell[6035, 155, 314, 7, 46, "Input",ExpressionUUID->"2d982994-2f95-4c8f-a0a1-fdd8d28eaef1",
+Cell[6035, 155, 314, 7, 57, "Input",ExpressionUUID->"2d982994-2f95-4c8f-a0a1-fdd8d28eaef1",
  InitializationCell->True],
-Cell[6352, 164, 1192, 34, 75, "Input",ExpressionUUID->"3abbe50a-ccae-47d7-9636-ace5be78f390",
+Cell[6352, 164, 1192, 34, 93, "Input",ExpressionUUID->"3abbe50a-ccae-47d7-9636-ace5be78f390",
  InitializationCell->True,
  InitializationGroup->True],
-Cell[7547, 200, 595, 14, 49, "Input",ExpressionUUID->"2de1922b-8228-4b82-a033-c18ff9d5a928",
+Cell[7547, 200, 595, 14, 61, "Input",ExpressionUUID->"2de1922b-8228-4b82-a033-c18ff9d5a928",
  InitializationCell->True],
-Cell[8145, 216, 407, 10, 49, "Input",ExpressionUUID->"cd0042f4-8991-4cb5-b715-66b4aceff76d",
+Cell[8145, 216, 407, 10, 61, "Input",ExpressionUUID->"cd0042f4-8991-4cb5-b715-66b4aceff76d",
  InitializationCell->True],
-Cell[8555, 228, 576, 17, 64, "Input",ExpressionUUID->"0ce1eedf-4400-4c6b-9a88-c12331c620ba",
+Cell[8555, 228, 576, 17, 80, "Input",ExpressionUUID->"0ce1eedf-4400-4c6b-9a88-c12331c620ba",
  InitializationCell->True],
-Cell[9134, 247, 341, 8, 46, "Input",ExpressionUUID->"ef5f7a9f-f9ef-42e1-b21c-ab5b131deab4",
+Cell[9134, 247, 341, 8, 57, "Input",ExpressionUUID->"ef5f7a9f-f9ef-42e1-b21c-ab5b131deab4",
  InitializationCell->True],
-Cell[9478, 257, 934, 20, 46, "Input",ExpressionUUID->"1e035ac6-b255-4627-8458-4ac0d002a5a7",
+Cell[9478, 257, 934, 20, 57, "Input",ExpressionUUID->"1e035ac6-b255-4627-8458-4ac0d002a5a7",
  InitializationCell->True,
  InitializationGroup->True],
-Cell[10415, 279, 433, 12, 46, "Input",ExpressionUUID->"aa940c6a-7991-431f-8275-a217951b3d66",
+Cell[10415, 279, 433, 12, 57, "Input",ExpressionUUID->"aa940c6a-7991-431f-8275-a217951b3d66",
  InitializationCell->True,
  CellID->456268638],
-Cell[10851, 293, 594, 16, 46, "Input",ExpressionUUID->"dcaf6b4a-760e-4a04-9aa8-c821f9498906",
+Cell[10851, 293, 594, 16, 57, "Input",ExpressionUUID->"dcaf6b4a-760e-4a04-9aa8-c821f9498906",
  InitializationCell->True],
-Cell[11448, 311, 550, 16, 46, "Input",ExpressionUUID->"468b021d-1940-4134-a888-2c165c4e964d",
+Cell[11448, 311, 550, 16, 57, "Input",ExpressionUUID->"468b021d-1940-4134-a888-2c165c4e964d",
  InitializationCell->True],
-Cell[12001, 329, 1266, 41, 83, "Input",ExpressionUUID->"050593b9-81d5-4698-b522-3df5f246d8e4",
+Cell[12001, 329, 1266, 41, 103, "Input",ExpressionUUID->"050593b9-81d5-4698-b522-3df5f246d8e4",
  InitializationCell->True],
-Cell[13270, 372, 910, 26, 49, "Input",ExpressionUUID->"c62d7531-6c54-4837-9d52-71680b50d71e",
+Cell[13270, 372, 910, 26, 61, "Input",ExpressionUUID->"c62d7531-6c54-4837-9d52-71680b50d71e",
  InitializationCell->True],
-Cell[14183, 400, 2203, 63, 98, "Input",ExpressionUUID->"5e2473e7-eef1-4b58-b324-919c46c0fa77",
+Cell[14183, 400, 2203, 63, 122, "Input",ExpressionUUID->"5e2473e7-eef1-4b58-b324-919c46c0fa77",
  InitializationCell->True],
-Cell[16389, 465, 373, 9, 49, "Input",ExpressionUUID->"719f66b4-42c3-470e-a00a-d02a7a63dfe6",
+Cell[16389, 465, 373, 9, 61, "Input",ExpressionUUID->"719f66b4-42c3-470e-a00a-d02a7a63dfe6",
  InitializationCell->True],
-Cell[16765, 476, 475, 13, 46, "Input",ExpressionUUID->"3c1a6a2f-5896-437d-9ff0-905b5e644cfa",
+Cell[16765, 476, 475, 13, 57, "Input",ExpressionUUID->"3c1a6a2f-5896-437d-9ff0-905b5e644cfa",
  InitializationCell->True],
-Cell[17243, 491, 1908, 50, 215, "Input",ExpressionUUID->"f1df14cd-7183-4029-9761-890f149f215a",
+Cell[17243, 491, 1908, 50, 268, "Input",ExpressionUUID->"f1df14cd-7183-4029-9761-890f149f215a",
  InitializationCell->True],
-Cell[19154, 543, 1190, 38, 70, "Input",ExpressionUUID->"c359ab70-c5b9-46fa-b35c-d3dfbf27e435",
+Cell[19154, 543, 1190, 38, 87, "Input",ExpressionUUID->"c359ab70-c5b9-46fa-b35c-d3dfbf27e435",
  InitializationCell->True],
-Cell[20347, 583, 6975, 198, 344, "Input",ExpressionUUID->"2d13dcd4-1c18-45c7-914c-82f2b1e82830",
- InitializationCell->True]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[27359, 786, 155, 3, 98, "Title",ExpressionUUID->"5fd6b2fb-9e99-4ffb-93a9-1e15ea36a688"],
-Cell[CellGroupData[{
-Cell[27539, 793, 158, 3, 67, "Section",ExpressionUUID->"7f6c40c7-d925-432c-9488-649c52a2a2c9"],
-Cell[27700, 798, 490, 9, 30, "Input",ExpressionUUID->"5bef7480-5d26-4ddf-87c6-6dbbcf54fbf1"],
-Cell[28193, 809, 1638, 38, 215, "Input",ExpressionUUID->"0af570e6-f5fa-4eec-ad2a-5d157c4b18b1",
- InitializationCell->True],
-Cell[29834, 849, 859, 20, 30, "Input",ExpressionUUID->"b1597115-c145-4270-8d37-2dffa7717a37"],
-Cell[30696, 871, 1794, 42, 215, "Input",ExpressionUUID->"568d1721-9d38-45c8-bb3d-3133ad3ffa89",
- InitializationCell->True],
-Cell[32493, 915, 1905, 44, 215, "Input",ExpressionUUID->"76f37239-9ea8-49a3-8f79-0e347a6db405",
- InitializationCell->True],
-Cell[34401, 961, 813, 19, 30, "Input",ExpressionUUID->"bb72691c-3a69-4712-b090-f859ffcbf97e"],
-Cell[35217, 982, 1898, 43, 215, "Input",ExpressionUUID->"9edd07a9-af9d-41d1-b8a5-78a0e5025e95",
- InitializationCell->True],
-Cell[37118, 1027, 1965, 45, 215, "Input",ExpressionUUID->"4a0caf91-db57-4a6d-826d-40fecc584dc0",
- InitializationCell->True],
-Cell[39086, 1074, 909, 21, 30, "Input",ExpressionUUID->"fd1902c8-f62c-4733-a0df-cddc7e933fb0"],
-Cell[39998, 1097, 2222, 48, 215, "Input",ExpressionUUID->"99f21573-7eb4-4381-9eea-2ee647975192",
- InitializationCell->True],
-Cell[42223, 1147, 2216, 49, 215, "Input",ExpressionUUID->"f1652c8a-7b1d-4e15-8aa6-43e62de87f1e",
- InitializationCell->True],
-Cell[44442, 1198, 933, 21, 30, "Input",ExpressionUUID->"6862bd2d-7f18-40e5-a225-f1a446fbe8ce"],
-Cell[45378, 1221, 2495, 51, 215, "Input",ExpressionUUID->"f4e0555f-b950-44f1-ba8b-3c1c083d8a89",
- InitializationCell->True],
-Cell[47876, 1274, 2316, 50, 215, "Input",ExpressionUUID->"e6bbfac0-b2df-4815-a5af-f7913cb78948",
- InitializationCell->True],
-Cell[50195, 1326, 1054, 23, 30, "Input",ExpressionUUID->"4a8929e7-e194-4248-ac1f-196f4e72770f"],
-Cell[51252, 1351, 2786, 55, 215, "Input",ExpressionUUID->"2ecba28f-04ee-4767-be3a-0912437b899b",
- InitializationCell->True],
-Cell[54041, 1408, 1101, 23, 30, "Input",ExpressionUUID->"b901847f-05c6-4fe1-98cf-9799f3670c61"],
-Cell[55145, 1433, 2056, 44, 215, "Input",ExpressionUUID->"cc083467-bd05-4c1b-8c0d-dfe6f6d6c4d5",
- InitializationCell->True],
-Cell[57204, 1479, 1104, 23, 30, "Input",ExpressionUUID->"1f294e45-10c9-428b-998c-61a96273f85c"],
-Cell[58311, 1504, 3148, 60, 215, "Input",ExpressionUUID->"b5ba6a80-7741-43c5-bc05-7a06a8238a17",
- InitializationCell->True],
-Cell[61462, 1566, 1340, 32, 215, "Input",ExpressionUUID->"e68935a4-89c2-4e63-aee0-9231c5e6cdbe",
- InitializationCell->True],
-Cell[62805, 1600, 767, 17, 30, "Input",ExpressionUUID->"86e39b79-cd27-4505-b3f7-619ba268acff"]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[63609, 1622, 160, 3, 53, "Section",ExpressionUUID->"95f3284a-c956-4605-9f67-a010144ba076"],
-Cell[63772, 1627, 1662, 38, 215, "Input",ExpressionUUID->"ca64f16f-2c0e-43e8-a817-8da64138a1b5",
- InitializationCell->True],
-Cell[65437, 1667, 1773, 42, 215, "Input",ExpressionUUID->"1edeb934-bf9f-483e-9b1c-eb7ce24b9be1",
- InitializationCell->True],
-Cell[67213, 1711, 1822, 42, 215, "Input",ExpressionUUID->"de94896e-b1f1-4db0-9cbe-5463154e62e1",
- InitializationCell->True],
-Cell[69038, 1755, 1825, 42, 215, "Input",ExpressionUUID->"e7adce21-de6e-49da-bbcb-a8b3fae9bcc3",
- InitializationCell->True],
-Cell[70866, 1799, 1881, 43, 215, "Input",ExpressionUUID->"c8d2d420-1987-4848-b5b9-df913fa905fc",
- InitializationCell->True]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[72796, 1848, 158, 3, 72, "Title",ExpressionUUID->"216e22db-1d91-4710-9917-4ccd8f24de62"],
-Cell[CellGroupData[{
-Cell[72979, 1855, 156, 3, 67, "Section",ExpressionUUID->"ab12e8da-f2fd-4f73-a4da-ffd041480af6"],
-Cell[CellGroupData[{
-Cell[73160, 1862, 208, 4, 54, "Subsection",ExpressionUUID->"3f83c106-532b-478e-bd8b-410054e4328a"],
-Cell[73371, 1868, 2802, 69, 265, "Input",ExpressionUUID->"efe715b3-9bac-4ee0-a86f-60d14c532a73",
- InitializationCell->True],
-Cell[76176, 1939, 2982, 72, 265, "Input",ExpressionUUID->"1cf3ca67-65d4-4446-867c-10a1514ade85",
- InitializationCell->True],
-Cell[79161, 2013, 2894, 71, 265, "Input",ExpressionUUID->"b031d031-1e9e-4501-a40e-81f5a7374a6a",
- InitializationCell->True],
-Cell[82058, 2086, 2896, 71, 265, "Input",ExpressionUUID->"adef453e-e16a-4a33-a488-86cb83976b6b",
- InitializationCell->True],
-Cell[84957, 2159, 2892, 71, 265, "Input",ExpressionUUID->"f67dcaaf-7ac7-49a3-a06b-22377bfce3a6",
- InitializationCell->True],
-Cell[87852, 2232, 2898, 71, 265, "Input",ExpressionUUID->"e2cc6b95-bbe6-4298-b55b-1e701ff634d5",
- InitializationCell->True]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[90787, 2308, 158, 3, 54, "Subsection",ExpressionUUID->"9359d28c-e367-4dd2-b31a-9cf24e30719b"],
-Cell[CellGroupData[{
-Cell[90970, 2315, 474, 12, 45, "Subsubsection",ExpressionUUID->"7e97edaa-55b1-4e00-b723-64ede39d3d15"],
-Cell[CellGroupData[{
-Cell[91469, 2331, 2983, 65, 262, "Input",ExpressionUUID->"dce04fcc-ed8d-48ac-935d-137b36cc8d9e"],
-Cell[94455, 2398, 3551, 69, 128, "Output",ExpressionUUID->"f34b7d5f-375a-4224-90d2-f92033da7768"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[98043, 2472, 2985, 65, 262, "Input",ExpressionUUID->"1c2fe3ac-2c78-4ac3-9c32-c18234daa020"],
-Cell[101031, 2539, 2809, 62, 128, "Output",ExpressionUUID->"c9209058-8012-4dd2-88bb-ea5d7d9103d2"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[103877, 2606, 2985, 65, 262, "Input",ExpressionUUID->"3629ef57-9c48-458a-82b4-67a57aa3fce1"],
-Cell[106865, 2673, 2900, 63, 128, "Output",ExpressionUUID->"6f174597-216e-4e93-9556-a6d8852557a7"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[109814, 2742, 577, 15, 37, "Subsubsection",ExpressionUUID->"91e29505-628a-4f84-b301-70ecb6c2d404"],
-Cell[CellGroupData[{
-Cell[110416, 2761, 3037, 65, 262, "Input",ExpressionUUID->"173f2053-e691-4ee3-a16b-a14593c9beea"],
-Cell[113456, 2828, 3008, 63, 128, "Output",ExpressionUUID->"bbf4b415-8932-40b7-8eef-8ddefe0653ac"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[116501, 2896, 3036, 65, 262, "Input",ExpressionUUID->"60abc4ed-a5f0-4de6-bc70-b78fc6b7f8f9"],
-Cell[119540, 2963, 2959, 62, 128, "Output",ExpressionUUID->"760c75e3-d258-43f2-96a2-bb400c3d658f"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[122536, 3030, 3039, 65, 262, "Input",ExpressionUUID->"6feffa1a-75b9-4328-9ce5-4de84431b1a2"],
-Cell[125578, 3097, 2920, 63, 128, "Output",ExpressionUUID->"b6732865-89df-42a2-9853-9fc98b12221e"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[128547, 3166, 218, 4, 37, "Subsubsection",ExpressionUUID->"96eedbce-4b10-4f6b-b5ae-8d2af3e1b963"],
-Cell[CellGroupData[{
-Cell[128790, 3174, 4770, 100, 262, "Input",ExpressionUUID->"3a32b1d6-6d86-414b-8173-53a4d0767c29"],
-Cell[133563, 3276, 2869, 62, 128, "Output",ExpressionUUID->"12ad4642-ad91-4cb2-a0c8-4b909257ce80"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[136469, 3343, 4586, 97, 262, "Input",ExpressionUUID->"f7075147-194a-416b-96a9-e645614740df"],
-Cell[141058, 3442, 2997, 61, 128, "Output",ExpressionUUID->"2032af50-849a-4950-b0d6-a37c3f08f1cb"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[144104, 3509, 217, 4, 37, "Subsubsection",ExpressionUUID->"350caef9-faed-4106-9c1f-56d0fb46cbe9"],
-Cell[CellGroupData[{
-Cell[144346, 3517, 4768, 100, 262, "Input",ExpressionUUID->"deb8284c-7a7d-4230-9b52-97f2388504a0"],
-Cell[149117, 3619, 2905, 63, 128, "Output",ExpressionUUID->"89cab56d-7707-486c-a202-0fed21d95ac4"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[152059, 3687, 4831, 101, 262, "Input",ExpressionUUID->"0ab3e810-35b5-4ac4-805a-2f844956ae74"],
-Cell[156893, 3790, 2871, 62, 130, "Output",ExpressionUUID->"d69e6726-554a-4bb6-ba72-cc3004af0503"]
-}, Open  ]]
-}, Closed]]
-}, Closed]]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[159849, 3861, 208, 4, 98, "Title",ExpressionUUID->"8c7ed74f-ffba-4264-b873-1f7f35f4864f"],
-Cell[CellGroupData[{
-Cell[160082, 3869, 156, 3, 67, "Section",ExpressionUUID->"10759fb4-a6da-44e1-a7cf-008219049c10"],
-Cell[CellGroupData[{
-Cell[160263, 3876, 208, 4, 54, "Subsection",ExpressionUUID->"48923adb-13d2-4585-9a06-00f2c497e4ef"],
-Cell[160474, 3882, 3070, 74, 280, "Input",ExpressionUUID->"6189ce7e-8055-42b8-a504-01576a31d926",
- InitializationCell->True],
-Cell[163547, 3958, 3046, 74, 280, "Input",ExpressionUUID->"c7cbc506-7310-4ca7-9ace-62e1fef8ea55",
- InitializationCell->True],
-Cell[166596, 4034, 2965, 73, 280, "Input",ExpressionUUID->"f5bc64c6-a60c-4e13-afc8-d45e135508b9",
- InitializationCell->True],
-Cell[169564, 4109, 2951, 72, 280, "Input",ExpressionUUID->"56377664-d259-45b6-a0f1-f67ab0fe48e9",
- InitializationCell->True],
-Cell[172518, 4183, 2951, 72, 280, "Input",ExpressionUUID->"6b38fed4-92f8-4887-9501-4f4b5aef2b2f",
- InitializationCell->True],
-Cell[175472, 4257, 3049, 73, 280, "Input",ExpressionUUID->"9d3fd3d0-3013-4529-b2ad-05e54009b9fb",
+Cell[20347, 583, 6975, 198, 430, "Input",ExpressionUUID->"2d13dcd4-1c18-45c7-914c-82f2b1e82830",
  InitializationCell->True]
 }, Closed]],
 Cell[CellGroupData[{
-Cell[178558, 4335, 158, 3, 38, "Subsection",ExpressionUUID->"b9d639bb-8ea8-4c48-a84a-3d7ab7081bea"],
+Cell[27359, 786, 155, 3, 89, "Title",ExpressionUUID->"5fd6b2fb-9e99-4ffb-93a9-1e15ea36a688"],
 Cell[CellGroupData[{
-Cell[178741, 4342, 474, 12, 45, "Subsubsection",ExpressionUUID->"396f9ac8-9ccd-4710-813d-cae388821ed7"],
-Cell[CellGroupData[{
-Cell[179240, 4358, 3035, 65, 262, "Input",ExpressionUUID->"523a3857-6e79-42a4-ac29-cbbdf92a70ca"],
-Cell[182278, 4425, 2917, 62, 128, "Output",ExpressionUUID->"54e4d230-cd16-4818-9443-6e57fa815db4"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[185232, 4492, 3039, 65, 262, "Input",ExpressionUUID->"ace8059c-9813-4447-9341-ccdfc13268d0"],
-Cell[188274, 4559, 2786, 61, 128, "Output",ExpressionUUID->"b3fa4786-f0d7-4cbe-b903-bcb1a9a29f4a"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[191097, 4625, 3037, 65, 262, "Input",ExpressionUUID->"05413a89-8e90-450b-bba4-b97a3ddf04a2"],
-Cell[194137, 4692, 2850, 61, 128, "Output",ExpressionUUID->"3cc7658f-5c49-488a-8a23-4925fea54717"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[197036, 4759, 577, 15, 37, "Subsubsection",ExpressionUUID->"b67f135f-7e04-4473-8333-760339a76b9f"],
-Cell[CellGroupData[{
-Cell[197638, 4778, 3092, 66, 262, "Input",ExpressionUUID->"015c362d-3e08-44f8-bca4-b78917b7e2cf"],
-Cell[200733, 4846, 3012, 64, 128, "Output",ExpressionUUID->"b8b6ee30-97f8-40d3-a0ed-accab6635ec4"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[203782, 4915, 3144, 67, 262, "Input",ExpressionUUID->"cc2ff5e7-a76c-4669-8f7f-fd4661f6dd6d"],
-Cell[206929, 4984, 2870, 62, 128, "Output",ExpressionUUID->"52c7fc83-3308-4639-aca8-fff0aeda8897"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[209836, 5051, 3094, 66, 262, "Input",ExpressionUUID->"2167d561-3e06-476d-ba30-44ff7f0c06b8"],
-Cell[212933, 5119, 2860, 62, 128, "Output",ExpressionUUID->"8b82b70b-f947-49ec-b7c7-9aa190cf3d3a"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[215842, 5187, 218, 4, 37, "Subsubsection",ExpressionUUID->"96aed891-0f9c-49fc-b2f3-1b3b4abe8210"],
-Cell[CellGroupData[{
-Cell[216085, 5195, 4827, 101, 262, "Input",ExpressionUUID->"eb411db7-119b-4ad9-881a-bac0d72a102f"],
-Cell[220915, 5298, 2911, 63, 128, "Output",ExpressionUUID->"43583769-0980-412c-b065-55cb8b354a47"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[223863, 5366, 4640, 98, 262, "Input",ExpressionUUID->"a5f896b7-8277-4b5a-8124-9992f9b1567d"],
-Cell[228506, 5466, 2902, 63, 128, "Output",ExpressionUUID->"5ee1d3dc-04f2-49a6-ad28-e6f824679899"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[231457, 5535, 217, 4, 37, "Subsubsection",ExpressionUUID->"7f4d4d57-c8cf-474f-9073-99427838ee4e"],
-Cell[CellGroupData[{
-Cell[231699, 5543, 4825, 101, 262, "Input",ExpressionUUID->"3799b964-7625-4ae3-91ab-0195dd697ec9"],
-Cell[236527, 5646, 2964, 64, 128, "Output",ExpressionUUID->"fd194a48-f535-4485-8161-6618f99ecf60"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[239528, 5715, 4885, 101, 262, "Input",ExpressionUUID->"84f5cd9e-58ec-4905-b3b6-e778a30c2613"],
-Cell[244416, 5818, 2893, 63, 128, "Output",ExpressionUUID->"32c51b53-f25f-4e4e-9160-c35e4948c9f8"]
-}, Open  ]]
-}, Closed]]
-}, Closed]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[247394, 5890, 207, 4, 72, "Title",ExpressionUUID->"e7a673e0-d628-422a-badb-094064e41764"],
-Cell[CellGroupData[{
-Cell[247626, 5898, 158, 3, 67, "Section",ExpressionUUID->"3bda5d4f-52ea-45d6-8e08-bca0779b856a"],
-Cell[CellGroupData[{
-Cell[247809, 5905, 250, 4, 54, "Subsection",ExpressionUUID->"b531fc26-7a92-4989-b840-babaa28c752d"],
-Cell[248062, 5911, 1484, 36, 110, "Input",ExpressionUUID->"76c10240-8acc-490d-8e1b-b839062cada9",
+Cell[27539, 793, 158, 3, 84, "Section",ExpressionUUID->"7f6c40c7-d925-432c-9488-649c52a2a2c9"],
+Cell[27700, 798, 490, 9, 37, "Input",ExpressionUUID->"5bef7480-5d26-4ddf-87c6-6dbbcf54fbf1"],
+Cell[28193, 809, 1638, 38, 268, "Input",ExpressionUUID->"0af570e6-f5fa-4eec-ad2a-5d157c4b18b1",
  InitializationCell->True],
-Cell[249549, 5949, 1519, 37, 110, "Input",ExpressionUUID->"0495e780-ff83-4b3b-b44d-5bc0ef7e91b9",
+Cell[29834, 849, 859, 20, 37, "Input",ExpressionUUID->"b1597115-c145-4270-8d37-2dffa7717a37"],
+Cell[30696, 871, 1794, 42, 268, "Input",ExpressionUUID->"568d1721-9d38-45c8-bb3d-3133ad3ffa89",
  InitializationCell->True],
-Cell[251071, 5988, 1532, 36, 110, "Input",ExpressionUUID->"3d01197c-3983-4a3e-b46c-696c608bcfeb",
+Cell[32493, 915, 1905, 44, 268, "Input",ExpressionUUID->"76f37239-9ea8-49a3-8f79-0e347a6db405",
  InitializationCell->True],
-Cell[252606, 6026, 1584, 37, 110, "Input",ExpressionUUID->"bb4acea0-d58f-472e-b8e8-19cc584cc156",
+Cell[34401, 961, 813, 19, 37, "Input",ExpressionUUID->"bb72691c-3a69-4712-b090-f859ffcbf97e"],
+Cell[35217, 982, 1898, 43, 268, "Input",ExpressionUUID->"9edd07a9-af9d-41d1-b8a5-78a0e5025e95",
  InitializationCell->True],
-Cell[254193, 6065, 1582, 37, 110, "Input",ExpressionUUID->"986046bf-7980-487a-955f-f5db4fabb013",
+Cell[37118, 1027, 1965, 45, 268, "Input",ExpressionUUID->"4a0caf91-db57-4a6d-826d-40fecc584dc0",
  InitializationCell->True],
-Cell[255778, 6104, 1528, 35, 110, "Input",ExpressionUUID->"e35abf50-7dbc-457a-86a1-743777a5453a",
+Cell[39086, 1074, 909, 21, 37, "Input",ExpressionUUID->"fd1902c8-f62c-4733-a0df-cddc7e933fb0"],
+Cell[39998, 1097, 2222, 48, 268, "Input",ExpressionUUID->"99f21573-7eb4-4381-9eea-2ee647975192",
  InitializationCell->True],
-Cell[CellGroupData[{
-Cell[257331, 6143, 3378, 72, 220, "Input",ExpressionUUID->"e0286262-d990-45de-be74-674bdeb70fde"],
-Cell[260712, 6217, 2927, 63, 128, "Output",ExpressionUUID->"4cdeae36-124f-4a7b-be3d-5ed08e951993"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[263688, 6286, 152, 3, 38, "Subsection",ExpressionUUID->"8c52035a-a986-4c6f-b0e9-7a65a655f1fa"],
-Cell[263843, 6291, 1379, 33, 110, "Input",ExpressionUUID->"bc252ddc-9e3f-4efb-93fd-e5295f3dcf2f",
+Cell[42223, 1147, 2216, 49, 268, "Input",ExpressionUUID->"f1652c8a-7b1d-4e15-8aa6-43e62de87f1e",
  InitializationCell->True],
-Cell[265225, 6326, 1379, 33, 110, "Input",ExpressionUUID->"d74dbb8e-6c95-4edd-bdf6-de31161e3459",
+Cell[44442, 1198, 933, 21, 37, "Input",ExpressionUUID->"6862bd2d-7f18-40e5-a225-f1a446fbe8ce"],
+Cell[45378, 1221, 2495, 51, 268, "Input",ExpressionUUID->"f4e0555f-b950-44f1-ba8b-3c1c083d8a89",
  InitializationCell->True],
-Cell[266607, 6361, 1377, 33, 110, "Input",ExpressionUUID->"23a77107-20fd-47f4-bffa-d1185ff51a18",
+Cell[47876, 1274, 2316, 50, 268, "Input",ExpressionUUID->"e6bbfac0-b2df-4815-a5af-f7913cb78948",
  InitializationCell->True],
-Cell[267987, 6396, 1435, 35, 110, "Input",ExpressionUUID->"71516d56-ee93-4aec-b8c2-771eb95b48f3",
+Cell[50195, 1326, 1054, 23, 37, "Input",ExpressionUUID->"4a8929e7-e194-4248-ac1f-196f4e72770f"],
+Cell[51252, 1351, 2786, 55, 268, "Input",ExpressionUUID->"2ecba28f-04ee-4767-be3a-0912437b899b",
  InitializationCell->True],
-Cell[269425, 6433, 1429, 34, 110, "Input",ExpressionUUID->"7c017392-b4a0-485c-9837-ea07576a95e6",
+Cell[54041, 1408, 1101, 23, 37, "Input",ExpressionUUID->"b901847f-05c6-4fe1-98cf-9799f3670c61"],
+Cell[55145, 1433, 2056, 44, 268, "Input",ExpressionUUID->"cc083467-bd05-4c1b-8c0d-dfe6f6d6c4d5",
  InitializationCell->True],
-Cell[270857, 6469, 1440, 35, 110, "Input",ExpressionUUID->"d1dd4a72-c2fa-4782-ba60-1a561702fe0d",
+Cell[57204, 1479, 1104, 23, 37, "Input",ExpressionUUID->"1f294e45-10c9-428b-998c-61a96273f85c"],
+Cell[58311, 1504, 3148, 60, 268, "Input",ExpressionUUID->"b5ba6a80-7741-43c5-bc05-7a06a8238a17",
  InitializationCell->True],
-Cell[CellGroupData[{
-Cell[272322, 6508, 3289, 71, 220, "Input",ExpressionUUID->"f0abe59c-d7dd-4ad2-808e-f8e7ebc02443"],
-Cell[275614, 6581, 2854, 61, 134, "Output",ExpressionUUID->"819186be-e37f-478b-ac4b-f6ad85e9d660"]
-}, Open  ]]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[278541, 6650, 257, 4, 72, "Title",ExpressionUUID->"4a8c3a83-1aaf-4ef0-9ab0-49dcb75eae98"],
-Cell[CellGroupData[{
-Cell[278823, 6658, 158, 3, 67, "Section",ExpressionUUID->"2dc818dc-410c-4f11-990c-d9e3b0bafff6"],
-Cell[CellGroupData[{
-Cell[279006, 6665, 210, 4, 54, "Subsection",ExpressionUUID->"9f8da8c9-2b33-426f-baa2-f43debd8e212"],
-Cell[279219, 6671, 1512, 36, 110, "Input",ExpressionUUID->"19f0a113-a667-430e-8e11-e9fd2f0e1243",
+Cell[61462, 1566, 1340, 32, 268, "Input",ExpressionUUID->"e68935a4-89c2-4e63-aee0-9231c5e6cdbe",
  InitializationCell->True],
-Cell[280734, 6709, 1535, 36, 110, "Input",ExpressionUUID->"f18be751-aa7b-4d5f-8a84-a6c22593264e",
+Cell[62805, 1600, 767, 17, 37, "Input",ExpressionUUID->"86e39b79-cd27-4505-b3f7-619ba268acff"]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[63609, 1622, 160, 3, 65, "Section",ExpressionUUID->"95f3284a-c956-4605-9f67-a010144ba076"],
+Cell[63772, 1627, 1662, 38, 268, "Input",ExpressionUUID->"ca64f16f-2c0e-43e8-a817-8da64138a1b5",
  InitializationCell->True],
-Cell[282272, 6747, 1601, 37, 110, "Input",ExpressionUUID->"00120488-bf77-4c58-8c66-53d6850e9e61",
+Cell[65437, 1667, 1773, 42, 268, "Input",ExpressionUUID->"1edeb934-bf9f-483e-9b1c-eb7ce24b9be1",
  InitializationCell->True],
-Cell[283876, 6786, 1582, 37, 110, "Input",ExpressionUUID->"d81b1d01-94b1-42c5-84eb-f4adaa6e98fc",
+Cell[67213, 1711, 1822, 42, 268, "Input",ExpressionUUID->"de94896e-b1f1-4db0-9cbe-5463154e62e1",
  InitializationCell->True],
-Cell[285461, 6825, 1637, 39, 110, "Input",ExpressionUUID->"0e5e3d55-7e77-4070-bfb2-dfcef2e9978a",
+Cell[69038, 1755, 1825, 42, 268, "Input",ExpressionUUID->"e7adce21-de6e-49da-bbcb-a8b3fae9bcc3",
  InitializationCell->True],
-Cell[287101, 6866, 1662, 39, 110, "Input",ExpressionUUID->"454174d0-f9ea-4d92-ba69-75b5ea1b2984",
- InitializationCell->True],
-Cell[CellGroupData[{
-Cell[288788, 6909, 3329, 71, 220, "Input",ExpressionUUID->"0ff55033-0cbd-4830-95d5-38fbc5774050"],
-Cell[292120, 6982, 3221, 66, 128, "Output",ExpressionUUID->"a45bfc74-7c5b-40b4-929e-719cd1ec852a"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[295390, 7054, 202, 4, 38, "Subsection",ExpressionUUID->"33f8bcbd-4c35-46d0-895b-d07b9f7b7fa8"],
-Cell[295595, 7060, 1552, 36, 89, "Input",ExpressionUUID->"af382bdb-eacf-40ca-9c1e-97a4b9fe0d5a",
- InitializationCell->True],
-Cell[297150, 7098, 1565, 36, 89, "Input",ExpressionUUID->"81b494c5-633b-409a-9820-8290e1e3f876",
- InitializationCell->True],
-Cell[298718, 7136, 1590, 36, 89, "Input",ExpressionUUID->"f0def862-5706-448d-8a1d-2d690528098f",
- InitializationCell->True],
-Cell[300311, 7174, 1578, 36, 89, "Input",ExpressionUUID->"b88dbeb1-3971-418c-9b7f-87443ccdc147",
- InitializationCell->True],
-Cell[301892, 7212, 1613, 37, 89, "Input",ExpressionUUID->"affc159c-3003-452b-bf24-59f0628fa27c",
- InitializationCell->True],
-Cell[303508, 7251, 1684, 38, 89, "Input",ExpressionUUID->"3f11b4bf-94d5-4c47-8603-1914aefae5da",
- InitializationCell->True],
-Cell[CellGroupData[{
-Cell[305217, 7293, 3343, 71, 220, "Input",ExpressionUUID->"73269fa2-8fec-464f-bdb5-b281ae4cefd9"],
-Cell[308563, 7366, 3348, 64, 138, "Output",ExpressionUUID->"0304c443-87fc-4cb7-8f35-5036dd5e282a"]
-}, Open  ]]
-}, Closed]]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[311984, 7438, 157, 3, 98, "Title",ExpressionUUID->"0822d398-f7b4-4d84-9ec8-85fd9369603a"],
-Cell[CellGroupData[{
-Cell[312166, 7445, 192, 3, 67, "Section",ExpressionUUID->"a425af01-e607-4723-bfb0-615ee4b40bc9"],
-Cell[312361, 7450, 582, 11, 35, "Text",ExpressionUUID->"6cb7d05a-6c5b-4a2c-a4ca-20595b2635f5"],
-Cell[312946, 7463, 468, 14, 46, "Input",ExpressionUUID->"c4d490a4-2c74-4c01-982c-6ffabd15cb9a"],
-Cell[313417, 7479, 1494, 39, 67, "Input",ExpressionUUID->"916aecf0-89d2-4d0d-9fcc-574c3fbbdf36"],
-Cell[314914, 7520, 1322, 35, 67, "Input",ExpressionUUID->"07ffbf52-196f-42e5-936e-8dc5ad8852c4"],
-Cell[316239, 7557, 1045, 31, 67, "Input",ExpressionUUID->"6b620115-82cc-4a29-b2d9-b72a98724beb"]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[317321, 7593, 688, 10, 53, "Section",ExpressionUUID->"3d40f255-9d02-4f82-b820-7518b5ad9fdf"],
-Cell[CellGroupData[{
-Cell[318034, 7607, 163, 3, 54, "Subsection",ExpressionUUID->"52ae6fcf-d75c-41cd-aad1-74e5fc65b132"],
-Cell[318200, 7612, 301, 6, 35, "Text",ExpressionUUID->"eb179d46-888d-4094-bf99-5d445911b408"],
-Cell[318504, 7620, 355, 6, 35, "Text",ExpressionUUID->"ecd35d3f-ff20-428b-a7a8-6ec801ef6f92"],
-Cell[318862, 7628, 1315, 36, 53, "Input",ExpressionUUID->"4cb361d5-9f00-4b4b-b912-93db47552815"],
-Cell[320180, 7666, 620, 11, 58, "Text",ExpressionUUID->"8426089f-cb75-4702-9ad1-bf6722012017"],
-Cell[320803, 7679, 446, 11, 33, "Input",ExpressionUUID->"c181f187-747b-45a3-9974-911fadb066da"],
-Cell[321252, 7692, 475, 10, 81, "Text",ExpressionUUID->"cc4e5a07-a414-49bf-a45d-312401d6634c"],
-Cell[CellGroupData[{
-Cell[321752, 7706, 4394, 121, 181, "Input",ExpressionUUID->"c84e863b-1e78-4aba-be0c-ec8a1f42ec37"],
-Cell[326149, 7829, 7115, 134, 185, "Output",ExpressionUUID->"bb637b92-6d97-4565-9e95-87181826ff89"]
-}, Open  ]],
-Cell[333279, 7966, 611, 17, 52, "Input",ExpressionUUID->"a13437ac-685d-4a86-89b8-e2c53b70e143"],
-Cell[CellGroupData[{
-Cell[333915, 7987, 721, 20, 45, "Input",ExpressionUUID->"d1b7eae6-f10a-4553-93e2-b93c737b14a7"],
-Cell[334639, 8009, 511, 14, 34, "Output",ExpressionUUID->"f51c380b-a53d-44f3-92a0-58b754478d5e"]
-}, Open  ]],
-Cell[335165, 8026, 406, 12, 30, "Input",ExpressionUUID->"08f3e6b5-f0be-4277-9b79-610e3722676a"]
-}, Open  ]]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[335632, 8045, 149, 3, 72, "Title",ExpressionUUID->"e1ccaf2e-a498-4708-9acf-a9be8f45d057"],
-Cell[CellGroupData[{
-Cell[335806, 8052, 215, 4, 67, "Section",ExpressionUUID->"ad37cac5-d699-45b7-ac63-fa13dc984d66"],
-Cell[CellGroupData[{
-Cell[336046, 8060, 410, 6, 54, "Subsection",ExpressionUUID->"af89f83d-61b2-49fe-9a03-f401c40620ad"],
-Cell[336459, 8068, 227, 4, 35, "Text",ExpressionUUID->"1a1347c9-1558-43ad-bcf0-efa580b45946"],
-Cell[CellGroupData[{
-Cell[336711, 8076, 2718, 76, 213, "Input",ExpressionUUID->"1a47e1bf-078c-4b80-a48f-e815a17872dc"],
-Cell[339432, 8154, 4689, 135, 240, "Output",ExpressionUUID->"53c4ef4f-bc6d-4804-adaa-a5e38306baad"],
-Cell[344124, 8291, 498, 15, 34, "Output",ExpressionUUID->"e8f17d9c-45ef-4872-9278-b397297dbc2f"]
-}, Open  ]],
-Cell[344637, 8309, 210, 4, 35, "Text",ExpressionUUID->"c8954b8d-99cb-4d90-b24e-3eaeecc89fb4"],
-Cell[344850, 8315, 2656, 70, 112, "Input",ExpressionUUID->"50fffd85-dcfb-4779-b4a1-c28469f579a1"],
-Cell[347509, 8387, 363, 8, 35, "Text",ExpressionUUID->"7e635245-d73a-42aa-97bf-ea95bb8b510e"],
-Cell[347875, 8397, 367, 11, 35, "Text",ExpressionUUID->"aa766d3c-9345-4dd4-b77a-4608644e6d4f"],
-Cell[348245, 8410, 2171, 53, 54, "Input",ExpressionUUID->"a2dc90c2-0322-4d16-9ec2-8aac591893e7"],
-Cell[CellGroupData[{
-Cell[350441, 8467, 1502, 35, 47, "Input",ExpressionUUID->"9c3965a5-ab8f-46a0-87b7-7148be68a3a5"],
-Cell[351946, 8504, 19095, 387, 241, "Output",ExpressionUUID->"f25a4e9b-7dfd-4181-9d60-b339ce08b265"]
-}, Open  ]],
-Cell[371056, 8894, 180, 3, 35, "Text",ExpressionUUID->"817456fa-e12f-4e05-8976-4ff8451bd599"],
-Cell[371239, 8899, 193, 3, 35, "Text",ExpressionUUID->"967e6477-f344-4995-8bce-6fbc1554b55a"],
-Cell[CellGroupData[{
-Cell[371457, 8906, 855, 24, 32, "Input",ExpressionUUID->"55436da9-4f04-4a39-959b-a50159c6864e"],
-Cell[372315, 8932, 437, 9, 34, "Output",ExpressionUUID->"a7c009ed-6a17-4b62-9f75-01a399484ead"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[372789, 8946, 641, 19, 32, "Input",ExpressionUUID->"cae54d17-334b-43d3-af90-41b75d437415"],
-Cell[373433, 8967, 161, 3, 34, "Output",ExpressionUUID->"e33feeae-1033-4496-a5c9-2c677d382524"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[373643, 8976, 685, 15, 38, "Subsection",ExpressionUUID->"574bb92a-7cbd-4eba-8384-23309731e13e"],
-Cell[374331, 8993, 202, 3, 35, "Text",ExpressionUUID->"7f0c5d16-544d-40cf-97c1-12c933947948"],
-Cell[CellGroupData[{
-Cell[374558, 9000, 3143, 85, 191, "Input",ExpressionUUID->"03417073-c2bb-4c95-9d4d-37f91a31cacb"],
-Cell[377704, 9087, 1050, 27, 56, "Output",ExpressionUUID->"ac5822ef-98df-44ad-9d7c-3c0e32d37ead"]
-}, Open  ]],
-Cell[378769, 9117, 263, 5, 35, "Text",ExpressionUUID->"7c0a3025-c3fa-4a32-9d5c-75b61f771e53"],
-Cell[CellGroupData[{
-Cell[379057, 9126, 2343, 72, 133, "Input",ExpressionUUID->"5b21ff09-9c4b-4182-be6b-319a45e5b3e3"],
-Cell[381403, 9200, 182, 3, 34, "Output",ExpressionUUID->"7291e08c-31aa-4680-a07c-8104cd22bbd9"]
-}, Open  ]],
-Cell[381600, 9206, 367, 11, 35, "Text",ExpressionUUID->"058bff95-5482-42b6-bce8-bdb1f98d078a"],
-Cell[CellGroupData[{
-Cell[381992, 9221, 2051, 54, 71, "Input",ExpressionUUID->"5d444017-44d5-40b7-95b0-aa8a44450863"],
-Cell[384046, 9277, 139, 3, 34, "Output",ExpressionUUID->"1d87e82b-fb89-4777-bd76-10fa30036709"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[384222, 9285, 1687, 39, 48, "Input",ExpressionUUID->"0c52da29-8cb6-4201-aa96-51db03b873d4"],
-Cell[385912, 9326, 22620, 463, 243, "Output",ExpressionUUID->"e5592133-ebca-49ec-9172-78a38746532a"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[408581, 9795, 311, 5, 38, "Subsection",ExpressionUUID->"0941541a-c3f1-4e85-b703-921c65eb420a"],
-Cell[408895, 9802, 275, 4, 35, "Text",ExpressionUUID->"9fde7215-52bb-479b-80b8-ac0b7953ee29"],
-Cell[CellGroupData[{
-Cell[409195, 9810, 1439, 45, 63, "Input",ExpressionUUID->"6ddc5664-d0c8-40f0-b254-ed83f0070796"],
-Cell[410637, 9857, 232, 4, 34, "Output",ExpressionUUID->"e80212d5-4ef4-43cd-81a8-7b513775ccc2"]
-}, Open  ]],
-Cell[410884, 9864, 283, 4, 35, "Text",ExpressionUUID->"7e60c109-32d2-4fb5-b96b-b3e117801bd5"],
-Cell[CellGroupData[{
-Cell[411192, 9872, 1508, 48, 63, "Input",ExpressionUUID->"757d0321-d874-48a2-9e1d-67b28a12f139"],
-Cell[412703, 9922, 205, 4, 34, "Output",ExpressionUUID->"180cde44-793f-4c9c-9650-d9cdc6422456"]
-}, Open  ]],
-Cell[412923, 9929, 332, 5, 35, "Text",ExpressionUUID->"50445888-cd30-4e91-bf75-fafbe69c2724"],
-Cell[CellGroupData[{
-Cell[413280, 9938, 1557, 49, 63, "Input",ExpressionUUID->"c1f46d88-0cec-4680-9982-50097750954d"],
-Cell[414840, 9989, 227, 4, 34, "Output",ExpressionUUID->"5c01497a-c914-4f9a-8a33-824b478935e6"]
-}, Open  ]],
-Cell[415082, 9996, 159, 3, 35, "Text",ExpressionUUID->"d579fd8a-7d0b-42c7-8dc4-eab130e1e55d"],
-Cell[CellGroupData[{
-Cell[415266, 10003, 4308, 131, 122, "Input",ExpressionUUID->"49334b45-d633-4c33-9631-d7fc185f5036"],
-Cell[419577, 10136, 684, 19, 50, "Output",ExpressionUUID->"40402a97-75fa-40fe-85ec-a3522c6a6a07"],
-Cell[420264, 10157, 708, 19, 50, "Output",ExpressionUUID->"f2f1d182-3ad1-4d60-adff-5844dff489f6"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[421021, 10182, 309, 5, 38, "Subsection",ExpressionUUID->"e947760e-6b08-4f19-a607-c501d26f4129"],
-Cell[421333, 10189, 270, 4, 35, "Text",ExpressionUUID->"32883f14-1ced-471a-82a8-8d9d701622b7"],
-Cell[CellGroupData[{
-Cell[421628, 10197, 1672, 49, 69, "Input",ExpressionUUID->"d2caffdb-501c-4510-bc26-4d355b805474"],
-Cell[423303, 10248, 298, 6, 34, "Output",ExpressionUUID->"273a9346-69d5-4caa-9a85-f55ab65703ff"]
-}, Open  ]],
-Cell[423616, 10257, 282, 4, 35, "Text",ExpressionUUID->"39ef1b93-2e92-43e8-881d-cb8e9d15503b"],
-Cell[CellGroupData[{
-Cell[423923, 10265, 1685, 50, 69, "Input",ExpressionUUID->"d19cd98c-2b1c-4fc0-a8fb-17df45a2605d"],
-Cell[425611, 10317, 323, 7, 34, "Output",ExpressionUUID->"9b206a41-036f-4b3d-ac07-36ed01244291"]
-}, Open  ]],
-Cell[425949, 10327, 334, 5, 35, "Text",ExpressionUUID->"9f5d78b0-6557-4d70-a3c3-d08b9887b755"],
-Cell[CellGroupData[{
-Cell[426308, 10336, 1735, 50, 69, "Input",ExpressionUUID->"2ec14b1c-e145-4bec-9346-489743d75ff6"],
-Cell[428046, 10388, 348, 7, 34, "Output",ExpressionUUID->"c5fa7dcb-d704-45b6-bcf8-2339b5cacca1"]
-}, Open  ]],
-Cell[428409, 10398, 381, 6, 35, "Text",ExpressionUUID->"146f7f75-23a7-4207-b43c-6a654ad12373"],
-Cell[CellGroupData[{
-Cell[428815, 10408, 2434, 69, 68, "Input",ExpressionUUID->"ecb0339e-76ce-4697-b12e-5c2e58ab74a2"],
-Cell[431252, 10479, 611, 13, 34, "Output",ExpressionUUID->"b4a79ce2-fbf9-4cbd-884d-72e78392e202"]
-}, Open  ]],
-Cell[431878, 10495, 159, 3, 35, "Text",ExpressionUUID->"6c92d040-dcd5-4820-9721-5a580ef5ec55"],
-Cell[432040, 10500, 11849, 333, 299, "Input",ExpressionUUID->"79f4fff6-7c19-44e5-996c-1cd83f195be0"],
-Cell[CellGroupData[{
-Cell[443914, 10837, 3295, 108, 208, "Input",ExpressionUUID->"e3167e91-6fef-4487-980f-4f31e1a54521"],
-Cell[447212, 10947, 180, 3, 34, "Output",ExpressionUUID->"d99d92d0-246a-4c2c-9078-f7219dd56c97"],
-Cell[447395, 10952, 180, 3, 34, "Output",ExpressionUUID->"d4d49ebc-6cc0-4ec1-b11d-c656175d06f2"],
-Cell[447578, 10957, 180, 3, 34, "Output",ExpressionUUID->"671b42b4-fa6a-4aaa-a6a1-225efc13dd77"],
-Cell[447761, 10962, 180, 3, 34, "Output",ExpressionUUID->"325856f1-987d-4c41-8c25-71ba9a7fa7c3"],
-Cell[447944, 10967, 180, 3, 34, "Output",ExpressionUUID->"d733e17c-2205-451e-9e4f-c91726c4cf8d"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[448161, 10975, 2071, 57, 117, "Input",ExpressionUUID->"3f1a4823-45fc-4097-8bc7-9a4b6c015f76"],
-Cell[450235, 11034, 537, 15, 51, "Output",ExpressionUUID->"348316d7-594b-4501-9415-c62a58a72bfa"],
-Cell[450775, 11051, 433, 11, 51, "Output",ExpressionUUID->"02986ae4-d735-47e8-85b2-9eef7d01a43d"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[451245, 11067, 1990, 59, 135, "Input",ExpressionUUID->"208efdc9-f7dd-47ad-b124-febb85c4592a"],
-Cell[453238, 11128, 412, 13, 51, "Output",ExpressionUUID->"e6e69594-a7b6-46bb-b3cd-b083b0a6f221"],
-Cell[453653, 11143, 310, 9, 51, "Output",ExpressionUUID->"b358a5a0-077d-4fcd-b1f3-f7662c2f65c2"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[454000, 11157, 856, 27, 51, "Input",ExpressionUUID->"3ff3b8b3-1b9a-4cc2-912b-ac983b32bb4d"],
-Cell[454859, 11186, 686, 23, 51, "Output",ExpressionUUID->"66a9488a-d811-4369-85db-8e01e166e47a"]
-}, Open  ]],
-Cell[455560, 11212, 392, 12, 44, "Input",ExpressionUUID->"5f33391a-6b1a-404e-93d8-f0f6d599bf33"],
-Cell[CellGroupData[{
-Cell[455977, 11228, 552, 16, 50, "Input",ExpressionUUID->"961f8c6c-92ee-4e41-bbca-319a58d952f7"],
-Cell[456532, 11246, 349, 8, 34, "Output",ExpressionUUID->"5debc6da-f476-48df-a79d-4a77b6b520e2"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[456918, 11259, 596, 17, 50, "Input",ExpressionUUID->"d26830ca-81ed-4805-bfe2-f6926850e11e"],
-Cell[457517, 11278, 299, 7, 34, "Output",ExpressionUUID->"595cf7d9-6b87-436d-b212-de0c1aa2106a"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[457853, 11290, 1270, 36, 48, "Input",ExpressionUUID->"536e6519-b526-4a31-a5c1-061127519b68"],
-Cell[459126, 11328, 2321, 62, 261, "Output",ExpressionUUID->"b127d3d5-b9ae-4d1f-8c82-dfd53e48fe56"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[461484, 11395, 506, 14, 50, "Input",ExpressionUUID->"e0bf74d2-b60d-47e3-955a-a2c1e5c44f8c"],
-Cell[461993, 11411, 520, 16, 34, "Output",ExpressionUUID->"24fccb43-64d4-4d89-8de0-aa91bf138361"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[462550, 11432, 206, 4, 30, "Input",ExpressionUUID->"abcb7179-e49f-47c9-84c8-f3c91d811731"],
-Cell[462759, 11438, 161, 3, 34, "Output",ExpressionUUID->"fca2a167-f14c-42e2-9d77-dd32197f8066"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[462957, 11446, 1779, 53, 74, "Input",ExpressionUUID->"f1fce072-9567-473e-9e8a-31bbc88b0202"],
-Cell[464739, 11501, 1776, 49, 246, "Output",ExpressionUUID->"dbc93963-6216-46e9-90eb-3d170fa6ec5d"],
-Cell[466518, 11552, 1230, 30, 123, "Output",ExpressionUUID->"7fa1f3ea-9f67-4aa0-8bc6-76ce946bd0cf"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[467797, 11588, 269, 4, 38, "Subsection",ExpressionUUID->"2b96abf2-4855-4661-b3ab-6648e354e33d"],
-Cell[468069, 11594, 6670, 168, 323, "Input",ExpressionUUID->"aa523cad-ef17-40cc-89cc-c64eb6383391"],
-Cell[CellGroupData[{
-Cell[474764, 11766, 1405, 40, 101, "Input",ExpressionUUID->"fe078a2d-2320-4d10-b6aa-b006e8a3fa12"],
-Cell[476172, 11808, 1210, 23, 56, "Output",ExpressionUUID->"72dbbb1d-1662-490a-abed-2e0be5299725"],
-Cell[477385, 11833, 1226, 23, 56, "Output",ExpressionUUID->"4c0c5f61-137d-438d-8b30-e1ee145562ce"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[478648, 11861, 486, 14, 49, "Input",ExpressionUUID->"20374ef9-ae7e-4dd0-8d00-8607702cb831"],
-Cell[479137, 11877, 250, 5, 34, "Output",ExpressionUUID->"78667397-84f5-4aef-b225-5ca6b0337c58"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[479424, 11887, 369, 8, 30, "Input",ExpressionUUID->"5e06c105-b984-48b5-bea1-56915ca53280"],
-Cell[479796, 11897, 1610, 37, 56, "Output",ExpressionUUID->"f140a0bd-5f25-48c7-bd7a-579448dfc192"]
-}, Open  ]],
-Cell[481421, 11937, 151, 3, 30, "Input",ExpressionUUID->"e856af2c-b9b1-4d44-a09f-2f136b0b1e56"],
-Cell[481575, 11942, 1973, 57, 231, "Input",ExpressionUUID->"23b87d3d-d99c-4cd8-ab80-5a298a4ad732"],
-Cell[CellGroupData[{
-Cell[483573, 12003, 738, 19, 30, "Input",ExpressionUUID->"bdd6b528-0d86-42e1-8d0a-f4462bb03d82"],
-Cell[484314, 12024, 4458, 91, 229, "Output",ExpressionUUID->"c746a074-8aa7-40a8-a4da-469df9e98fe2"]
-}, Open  ]],
-Cell[488787, 12118, 5194, 159, 333, "Input",ExpressionUUID->"01cf527e-c81b-407d-b1b9-fbcd124eb1aa"],
-Cell[CellGroupData[{
-Cell[494006, 12281, 659, 19, 48, "Input",ExpressionUUID->"a4b9b431-c6ee-4ea1-bab1-df40193f1a05"],
-Cell[494668, 12302, 5183, 101, 228, "Output",ExpressionUUID->"ae657a66-6f57-46ea-8cc0-6f95f755d15b"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[499888, 12408, 1002, 25, 30, "Input",ExpressionUUID->"135ce95d-0cfe-4fb3-b65c-384a732bf93e"],
-Cell[500893, 12435, 9719, 176, 228, "Output",ExpressionUUID->"ac0d1624-64e8-4a4b-99cc-a9ce416ca990"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[510649, 12616, 534, 16, 49, "Input",ExpressionUUID->"1a4a7021-5eb5-41cc-81cb-6408cf19f9d5"],
-Cell[511186, 12634, 355, 10, 54, "Output",ExpressionUUID->"dd76f3c7-8caa-4a05-a6d0-f8a556a703ae"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[511590, 12650, 253, 4, 38, "Subsection",ExpressionUUID->"dcab8960-1608-429e-8af2-fd02b4f5a576"],
-Cell[CellGroupData[{
-Cell[511868, 12658, 328, 8, 30, "Input",ExpressionUUID->"1c2efa80-ac7e-46f1-bc51-93d0a1b723fb"],
-Cell[512199, 12668, 246, 6, 34, "Output",ExpressionUUID->"c3b88201-980e-4af5-8753-a9e52c73ed0a"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[512482, 12679, 819, 25, 55, "Input",ExpressionUUID->"5ef839fe-9bab-470a-8ef4-91defe534297"],
-Cell[513304, 12706, 1585, 51, 58, "Output",ExpressionUUID->"4560c08e-28ee-4b4f-8b23-415c6b5b7c7e"]
-}, Open  ]],
-Cell[514904, 12760, 3517, 94, 241, "Input",ExpressionUUID->"a19634b0-c852-4dfe-92a0-4c4b749eb440"],
-Cell[518424, 12856, 6464, 190, 227, "Input",ExpressionUUID->"66031f99-f7b7-4c1a-8282-fe3c6973bcf1"],
-Cell[CellGroupData[{
-Cell[524913, 13050, 1711, 47, 62, "Input",ExpressionUUID->"afe01539-d0b5-45e8-a93a-ec77b8a7c554"],
-Cell[526627, 13099, 2140, 53, 285, "Output",ExpressionUUID->"c051a6c5-9ce7-4cc8-8390-1b7794f832d9"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[528804, 13157, 2759, 81, 222, "Input",ExpressionUUID->"17647d22-cadd-4d61-b3b9-b98f24a20dfa"],
-Cell[531566, 13240, 397, 9, 34, "Output",ExpressionUUID->"9406f5fd-f74f-4ef0-9fe4-804686042ea5"],
-Cell[531966, 13251, 416, 10, 34, "Output",ExpressionUUID->"b5eae5fc-c387-468d-905b-fbcb5971255f"],
-Cell[532385, 13263, 414, 10, 34, "Output",ExpressionUUID->"7534071a-2777-4ee2-a24c-db1de868460c"],
-Cell[532802, 13275, 413, 10, 34, "Output",ExpressionUUID->"d3a2cfc1-c949-40ed-a0b2-1aa36630cbb9"],
-Cell[533218, 13287, 415, 10, 34, "Output",ExpressionUUID->"963bf09f-ba52-4d87-99f8-73d3dd41f64d"]
-}, Open  ]],
-Cell[533648, 13300, 11276, 278, 576, "Input",ExpressionUUID->"14a65260-66c4-414f-9a9d-10d6c8c2449d",
- InitializationCell->True],
-Cell[544927, 13580, 1503, 41, 94, "Input",ExpressionUUID->"201f10de-e8f1-403b-8756-f62ea5fea8ac"]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[546467, 13626, 230, 3, 38, "Subsection",ExpressionUUID->"bb2600b3-5ba7-4227-a098-30c07f624ae6"],
-Cell[CellGroupData[{
-Cell[546722, 13633, 848, 26, 56, "Input",ExpressionUUID->"c58fae20-b5c4-4046-a99a-6f086b659a93"],
-Cell[547573, 13661, 1518, 49, 58, "Output",ExpressionUUID->"cc350bfa-abe1-4195-802b-bc2aba8ab35d"]
-}, Open  ]],
-Cell[549106, 13713, 9173, 257, 446, "Input",ExpressionUUID->"8d7cf168-29e4-4415-b725-75d6610ed9d8"],
-Cell[CellGroupData[{
-Cell[558304, 13974, 1350, 39, 48, "Input",ExpressionUUID->"fa7f91da-4509-43c3-9d06-35196c58afe7"],
-Cell[559657, 14015, 1257, 33, 168, "Output",ExpressionUUID->"91f287fd-26f5-4b56-ab2a-5765e8f213a2"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[560951, 14053, 2882, 86, 231, "Input",ExpressionUUID->"50f28bbc-2ae6-4e30-b49d-8c99802b2d60"],
-Cell[563836, 14141, 625, 16, 56, "Output",ExpressionUUID->"b3e5b514-bf15-4c3a-9760-3d0e471f7488"],
-Cell[564464, 14159, 643, 16, 56, "Output",ExpressionUUID->"176ac804-2efc-45e6-b643-94ec022a8cc1"],
-Cell[565110, 14177, 391, 10, 34, "Output",ExpressionUUID->"5d53e157-8fe5-4a16-9d70-28032ec86511"],
-Cell[565504, 14189, 394, 10, 34, "Output",ExpressionUUID->"cf9b9ca7-5205-4061-ac85-f1d8b87b39d5"],
-Cell[565901, 14201, 391, 10, 34, "Output",ExpressionUUID->"e2bdb5fc-2307-4c23-8be1-2bd543203a98"]
-}, Open  ]],
-Cell[566307, 14214, 12544, 314, 587, "Input",ExpressionUUID->"c6e509ec-b677-4ae3-ad96-3583e3e64b77",
- InitializationCell->True],
-Cell[578854, 14530, 55313, 1167, 2014, "Input",ExpressionUUID->"93dc4ca1-c9cd-43ac-9288-91c9898b47b5",
- InitializationCell->True],
-Cell[CellGroupData[{
-Cell[634192, 15701, 1060, 22, 30, "Input",ExpressionUUID->"0a433fea-0d22-41a3-80eb-853a9f340676"],
-Cell[635255, 15725, 205, 4, 24, "Print",ExpressionUUID->"512229a4-afac-4846-a591-cceb4c8aa368"],
-Cell[635463, 15731, 538, 11, 34, "Output",ExpressionUUID->"bd07e29c-02f9-45af-bfa2-e641a5d432d2"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[636038, 15747, 467, 9, 30, "Input",ExpressionUUID->"bae13aa0-1202-4eeb-9231-e11a26eb8797"],
-Cell[636508, 15758, 456, 10, 34, "Output",ExpressionUUID->"b8d6d745-1545-48bc-a3ad-859043244d72"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[637001, 15773, 409, 10, 30, "Input",ExpressionUUID->"3f86852e-5717-4101-9b56-a25956879306"],
-Cell[637413, 15785, 257, 5, 24, "Print",ExpressionUUID->"0deb08ad-d9d5-4037-ace8-ffbe914b001d"],
-Cell[637673, 15792, 6065, 180, 72, "Output",ExpressionUUID->"a458d177-63d1-4074-837c-0d5e70a40cb8"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[643775, 15977, 407, 10, 30, "Input",ExpressionUUID->"acf35f42-51d9-4034-8b6c-edd6bc8176d4"],
-Cell[644185, 15989, 230, 4, 24, "Print",ExpressionUUID->"1a81443a-a7be-4838-af0d-0122cc48990b"],
-Cell[644418, 15995, 6025, 178, 72, "Output",ExpressionUUID->"81f0a204-f210-4114-9ccd-6940fd62bdba"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[650480, 16178, 457, 11, 30, "Input",ExpressionUUID->"2b5d392a-3243-4604-aa1e-93d4cf389c9f"],
-Cell[650940, 16191, 6130, 182, 72, "Output",ExpressionUUID->"92f1dd55-b07d-4328-9ade-ccdd17ef5416"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[657119, 16379, 349, 5, 38, "Subsection",ExpressionUUID->"01967205-2608-432b-af12-910c95fc552e"],
-Cell[657471, 16386, 210, 4, 35, "Text",ExpressionUUID->"abe8efbb-6dd1-46ba-a704-d01b31b3bad6"],
-Cell[657684, 16392, 1286, 40, 48, "Input",ExpressionUUID->"942adccc-1fca-46dd-ab16-43e0aa809a3b"],
-Cell[CellGroupData[{
-Cell[658995, 16436, 1137, 30, 47, "Input",ExpressionUUID->"145586f6-7a30-48d7-b038-b41461e656e6"],
-Cell[660135, 16468, 19500, 395, 241, "Output",ExpressionUUID->"626df6f1-18a3-4420-8081-5c5d7285759d"]
-}, Open  ]],
-Cell[679650, 16866, 857, 20, 81, "Text",ExpressionUUID->"221842b7-b25e-4a5d-92ee-5ca63a56493d"],
-Cell[CellGroupData[{
-Cell[680532, 16890, 950, 29, 32, "Input",ExpressionUUID->"0e8671b3-cd3a-48b0-8d57-ff75093b37f5"],
-Cell[681485, 16921, 365, 9, 34, "Output",ExpressionUUID->"603abd26-3b9d-4a8e-874d-188f6702424c"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[681899, 16936, 369, 6, 38, "Subsection",ExpressionUUID->"b9a0eb4f-5a90-4bc1-a4d4-1af03af5a357"],
-Cell[682271, 16944, 263, 5, 35, "Text",ExpressionUUID->"ef47e862-6f45-40b2-abb3-37aac9022e7b"],
-Cell[CellGroupData[{
-Cell[682559, 16953, 2049, 61, 88, "Input",ExpressionUUID->"babc8dbb-7b4f-4fc2-a7a8-78db8d1ccc3c"],
-Cell[684611, 17016, 282, 5, 34, "Output",ExpressionUUID->"57317994-8ae0-4fdf-bc6f-32e3dae9bb42"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[684930, 17026, 1293, 33, 48, "Input",ExpressionUUID->"880c8ba0-5f4c-47c6-9ad9-e0afe800bc08"],
-Cell[686226, 17061, 24014, 488, 246, "Output",ExpressionUUID->"4a07e605-dd03-483e-9065-bf15cc27340c"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[710277, 17554, 857, 24, 32, "Input",ExpressionUUID->"c2962be8-f568-4f9d-a416-536a0ba75ed1"],
-Cell[711137, 17580, 391, 9, 34, "Output",ExpressionUUID->"a9316a54-a232-49f9-a241-2a3a310f725c"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[711577, 17595, 170, 3, 38, "Subsection",ExpressionUUID->"9d02eb2e-f01f-4069-81c1-8b451c0468df"],
-Cell[711750, 17600, 7798, 203, 827, "Input",ExpressionUUID->"ba6300cd-8eac-4c7f-bee5-374dab4f8e90"],
-Cell[CellGroupData[{
-Cell[719573, 17807, 3659, 85, 433, "Input",ExpressionUUID->"ce161876-4534-4086-9b76-f3028dce4faa"],
-Cell[723235, 17894, 307515, 5416, 542, "Output",ExpressionUUID->"22c0782e-ebc2-4690-8901-147ca90f890a"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1030799, 23316, 164, 3, 38, "Subsection",ExpressionUUID->"81501860-e831-46c8-add0-cd5165dd0fdc"],
-Cell[1030966, 23321, 1298, 36, 68, "Input",ExpressionUUID->"46bb3386-ba05-4560-acd3-c1b203c2f806"],
-Cell[CellGroupData[{
-Cell[1032289, 23361, 936, 26, 45, "Input",ExpressionUUID->"4c2d8ad1-09be-4033-bb59-802c26e7a13c"],
-Cell[1033228, 23389, 232, 5, 34, "Output",ExpressionUUID->"375c3a01-facf-49d9-88d8-7914422bdce1"]
-}, Open  ]],
-Cell[1033475, 23397, 6591, 189, 415, "Input",ExpressionUUID->"2b2de79d-736a-4e3d-b2fb-b1bcccaded6a"],
-Cell[CellGroupData[{
-Cell[1040091, 23590, 1777, 52, 58, "Input",ExpressionUUID->"925d8bba-9c49-462d-ab44-28bc760ddf5b"],
-Cell[1041871, 23644, 182, 3, 34, "Output",ExpressionUUID->"5b43a8c7-32a1-41ee-871a-b5884e991e81"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1042090, 23652, 3468, 106, 140, "Input",ExpressionUUID->"175e7dcb-49ca-4660-99e5-116bc28e6978"],
-Cell[1045561, 23760, 1130, 34, 60, "Output",ExpressionUUID->"a017dc2b-596c-4c39-9885-c91d3276aa35"],
-Cell[1046694, 23796, 462, 12, 51, "Output",ExpressionUUID->"2be3a28c-1e5f-43ff-bc54-8b6b0d38883e"],
-Cell[1047159, 23810, 710, 21, 51, "Output",ExpressionUUID->"855d39a0-a78e-48b9-8c10-baaddb303f8d"],
-Cell[1047872, 23833, 282, 5, 34, "Output",ExpressionUUID->"577e6239-9b32-41b0-b041-c696a9539d5a"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1048191, 23843, 2322, 69, 140, "Input",ExpressionUUID->"ce70e1fc-dd5a-485c-ac4f-07050d2edd2d"],
-Cell[1050516, 23914, 2617, 80, 60, "Output",ExpressionUUID->"84dbe9b0-d4be-4df7-ac60-770b154d8b74"],
-Cell[1053136, 23996, 656, 19, 51, "Output",ExpressionUUID->"637d2e64-1d27-42a1-ad5b-c4dbdc171786"],
-Cell[1053795, 24017, 1154, 37, 51, "Output",ExpressionUUID->"cf22062c-99c9-4862-aece-517d9efd94a6"],
-Cell[1054952, 24056, 791, 21, 54, "Output",ExpressionUUID->"4b35b66a-fcae-4d5b-a4df-8905c8a1697d"]
-}, Open  ]],
-Cell[1055758, 24080, 2373, 68, 118, "Input",ExpressionUUID->"6a8ad2b0-75dc-4b02-beb2-ab231f96fdc4"],
-Cell[CellGroupData[{
-Cell[1058156, 24152, 1845, 54, 56, "Input",ExpressionUUID->"363fccb6-035a-410f-baa8-a92724a9db8e"],
-Cell[1060004, 24208, 508, 13, 51, "Output",ExpressionUUID->"21c2bacc-1ec9-4c7f-8567-9147ed474276"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1060549, 24226, 1640, 49, 56, "Input",ExpressionUUID->"74e157b7-95b1-49f5-8621-86b0fa30af12"],
-Cell[1062192, 24277, 2165, 66, 65, "Output",ExpressionUUID->"1cde788d-1f0c-46a8-bb2b-3891776cc01f"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1064394, 24348, 3798, 98, 166, "Input",ExpressionUUID->"ccc0dab5-d7d9-401e-b4cf-738eb78ac738"],
-Cell[1068195, 24448, 3047, 83, 110, "Output",ExpressionUUID->"588c0391-5961-4883-a99f-7b42dec2339e"],
-Cell[1071245, 24533, 1260, 27, 51, "Output",ExpressionUUID->"6464e05c-91cf-4a1c-a9f1-e4780494df68"],
-Cell[1072508, 24562, 1677, 42, 51, "Output",ExpressionUUID->"129cfb75-fce5-4de1-bbcb-94df0b23afda"],
-Cell[1074188, 24606, 1481, 35, 54, "Output",ExpressionUUID->"438f2756-5d5c-4506-9a3f-ead30423669e"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1075706, 24646, 821, 26, 51, "Input",ExpressionUUID->"66716622-36b0-4847-99ec-2328ea152a2b"],
-Cell[1076530, 24674, 578, 15, 36, "Output",ExpressionUUID->"08ed5c89-6a55-4ad2-9368-704399a688c7"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1077145, 24694, 3028, 87, 166, "Input",ExpressionUUID->"30d6fafc-be47-40a9-b136-c40535002439"],
-Cell[1080176, 24783, 2370, 74, 110, "Output",ExpressionUUID->"ddc2c899-801d-490d-a6ce-f406d8bd74a2"],
-Cell[1082549, 24859, 543, 12, 34, "Output",ExpressionUUID->"4e7ff591-afbf-4f44-91d7-60635db00dfc"],
-Cell[1083095, 24873, 957, 27, 56, "Output",ExpressionUUID->"265e1bbd-024a-48a1-8314-7df642220881"],
-Cell[1084055, 24902, 770, 17, 36, "Output",ExpressionUUID->"09a3a6ac-4879-49a2-8d65-b255e277f1db"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1084862, 24924, 1089, 29, 72, "Input",ExpressionUUID->"007b05ee-4b78-4a58-abce-125dd9edcd2f"],
-Cell[1085954, 24955, 821, 18, 36, "Output",ExpressionUUID->"58d067ca-b459-41e9-80dc-eb32a9673de5"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1086812, 24978, 906, 29, 48, "Input",ExpressionUUID->"3a924efb-982d-45fd-a5a2-b29690663fd5"],
-Cell[1087721, 25009, 698, 16, 36, "Output",ExpressionUUID->"c9eaccf6-0a19-47ec-b201-b9ad0daac2d4"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1088456, 25030, 1714, 54, 48, "Input",ExpressionUUID->"8841d7a3-4cf6-4c38-a54b-026aab542690"],
-Cell[1090173, 25086, 331, 6, 34, "Output",ExpressionUUID->"700b5c4a-3b85-4415-b908-5fce0c308fe9"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1090541, 25097, 2827, 82, 88, "Input",ExpressionUUID->"17ae7fcc-3995-415b-b625-ec234ae8b826"],
-Cell[1093371, 25181, 8666, 166, 238, "Output",ExpressionUUID->"24f2683d-ea1b-4619-b6c5-e3e6e96a5ea8"]
-}, Open  ]],
-Cell[1102052, 25350, 275, 4, 35, "Text",ExpressionUUID->"2d2bf2a4-4c5e-4da2-827b-e93d2df76b98"],
-Cell[CellGroupData[{
-Cell[1102352, 25358, 2140, 63, 65, "Input",ExpressionUUID->"d8db5286-3c42-46a9-a1c2-d5599ae5ee2d"],
-Cell[1104495, 25423, 327, 5, 34, "Output",ExpressionUUID->"3d87b4a2-5740-4709-ab0a-9a39983925ab"]
-}, Open  ]],
-Cell[1104837, 25431, 1033, 33, 59, "Input",ExpressionUUID->"84caa3c2-d8ed-4c2e-8a1f-16e3c9c687fe"],
-Cell[CellGroupData[{
-Cell[1105895, 25468, 3771, 107, 129, "Input",ExpressionUUID->"007b7f82-3304-48c6-a928-81e23d16b0b7"],
-Cell[1109669, 25577, 256, 4, 34, "Output",ExpressionUUID->"f87c1fa1-f47f-4323-aa05-43584bb20d5d"]
-}, Open  ]],
-Cell[1109940, 25584, 1303, 40, 71, "Input",ExpressionUUID->"24c1a3a3-0dff-4b4c-b233-717406520f76"],
-Cell[CellGroupData[{
-Cell[1111268, 25628, 1914, 56, 65, "Input",ExpressionUUID->"95771506-9b4c-4bbe-b234-55d7f7ebd28a"],
-Cell[1113185, 25686, 231, 5, 34, "Output",ExpressionUUID->"3fbcb429-9ee6-42c0-8f29-00170380e8b6"]
-}, Open  ]],
-Cell[1113431, 25694, 879, 27, 59, "Input",ExpressionUUID->"42d33e32-fd2f-4752-8456-c14ff5ab1353"],
-Cell[CellGroupData[{
-Cell[1114335, 25725, 1676, 49, 79, "Input",ExpressionUUID->"33948ee2-57a1-4b88-bc9b-f177711c3105"],
-Cell[1116014, 25776, 204, 4, 34, "Output",ExpressionUUID->"83d7d992-2b2b-4c6b-9ccb-b0810b4421a1"],
-Cell[1116221, 25782, 202, 4, 34, "Output",ExpressionUUID->"22a03796-7f69-4faf-b739-14eb886aa0eb"],
-Cell[1116426, 25788, 202, 4, 34, "Output",ExpressionUUID->"92faa21b-3cd9-4d9d-9db6-a5638b770e96"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1116665, 25797, 4216, 131, 150, "Input",ExpressionUUID->"4d025fbf-53e5-464a-b122-6bdf0cd18774"],
-Cell[1120884, 25930, 223, 4, 34, "Output",ExpressionUUID->"2a35043f-024a-45ef-b14c-42b4e4e349d7"],
-Cell[1121110, 25936, 221, 4, 34, "Output",ExpressionUUID->"cc284571-4841-4e53-8ff7-b9925b97d37a"],
-Cell[1121334, 25942, 220, 4, 34, "Output",ExpressionUUID->"de99daf9-3dce-45a7-bde3-2bdb89bd92d4"]
-}, Open  ]],
-Cell[1121569, 25949, 984, 29, 32, "Input",ExpressionUUID->"5ea8da47-5a16-4abb-8f21-587913476aac"],
-Cell[CellGroupData[{
-Cell[1122578, 25982, 3250, 95, 121, "Input",ExpressionUUID->"e0d49e50-3372-4a0e-a06f-053f533d88e5"],
-Cell[1125831, 26079, 196, 4, 34, "Output",ExpressionUUID->"7435dcf7-560e-4799-b1a9-143ba94000b7"],
-Cell[1126030, 26085, 194, 4, 34, "Output",ExpressionUUID->"b46e01df-193d-4f93-a6db-6943aedab220"],
-Cell[1126227, 26091, 194, 4, 34, "Output",ExpressionUUID->"2ffbbe28-2fdb-4fe6-aba9-101da07213ae"],
-Cell[1126424, 26097, 177, 3, 34, "Output",ExpressionUUID->"01ded7e4-3b10-4ff9-b57e-501422e650db"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1126662, 26107, 219, 4, 53, "Section",ExpressionUUID->"76d52893-14a9-4cab-86c6-332b5fb21365"],
-Cell[CellGroupData[{
-Cell[1126906, 26115, 161, 3, 54, "Subsection",ExpressionUUID->"3fef39c9-17d4-4489-88f3-9569d0e87e25"],
-Cell[1127070, 26120, 525, 15, 52, "Input",ExpressionUUID->"6aab4c4d-245a-4a89-86cc-99e7ab25f37c"],
-Cell[CellGroupData[{
-Cell[1127620, 26139, 777, 21, 45, "Input",ExpressionUUID->"91dabb2c-ce91-4c75-bbf0-12233ef26300"],
-Cell[1128400, 26162, 366, 10, 34, "Output",ExpressionUUID->"a849a460-809a-49ef-adc9-555b59ab6b07"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1128803, 26177, 933, 29, 33, "Input",ExpressionUUID->"9a32a31a-42c5-41ae-8c4b-46adeefb0e71"],
-Cell[1129739, 26208, 249, 6, 34, "Output",ExpressionUUID->"ec53ae3d-027b-4113-a47f-ab248f7e81e1"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1130025, 26219, 1162, 34, 48, "Input",ExpressionUUID->"a14e3040-c79e-4c7f-9f74-338f596a0031"],
-Cell[1131190, 26255, 274, 7, 51, "Output",ExpressionUUID->"74d1a418-22ca-46a1-9a99-779d6afe4fbb"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1131501, 26267, 789, 22, 52, "Input",ExpressionUUID->"136cfe6b-ba09-4e70-bf01-b4a97ea9c07e"],
-Cell[1132293, 26291, 454, 12, 51, "Output",ExpressionUUID->"86ae28f9-8e75-4eca-9ea3-ef262f2bcd87"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1132784, 26308, 2493, 79, 138, "Input",ExpressionUUID->"df8bc4b9-6b4f-4ec0-af9a-ce941d9e7c15"],
-Cell[1135280, 26389, 339, 8, 34, "Output",ExpressionUUID->"b48093db-8875-4310-833b-b001d1c79e71"],
-Cell[1135622, 26399, 339, 8, 34, "Output",ExpressionUUID->"f0ed5f1c-4e68-4011-a6fd-2a4c86ba431d"],
-Cell[1135964, 26409, 338, 8, 34, "Output",ExpressionUUID->"9645450e-5718-4593-a02d-b85c8ba4bd78"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1136351, 26423, 378, 6, 38, "Subsection",ExpressionUUID->"2f9cadae-aad2-4b77-9dcc-6cd5ba4f1d01"],
-Cell[1136732, 26431, 4284, 106, 217, "Input",ExpressionUUID->"a0115006-10f2-4120-ab18-5dec0df210ce"],
-Cell[1141019, 26539, 3546, 82, 152, "Input",ExpressionUUID->"dbc52a59-ac9c-44f4-a72f-ee3fceb7a62b"],
-Cell[1144568, 26623, 4672, 126, 128, "Input",ExpressionUUID->"6224db65-5bc3-4a09-a38f-9b791b8d1e0c"],
-Cell[CellGroupData[{
-Cell[1149265, 26753, 2263, 57, 127, "Input",ExpressionUUID->"f0cd9b57-631d-4ef0-8035-e8ce7f5c4c07"],
-Cell[1151531, 26812, 1227, 20, 34, "Output",ExpressionUUID->"1a295e35-0cac-4b97-9608-8cf232d572b1"],
-Cell[1152761, 26834, 1225, 20, 34, "Output",ExpressionUUID->"26940be3-18c9-4978-8e63-904ff16be407"],
-Cell[1153989, 26856, 1244, 21, 34, "Output",ExpressionUUID->"54be07da-edd9-4548-a2d8-569bf099afb0"]
-}, Open  ]],
-Cell[1155248, 26880, 2900, 79, 136, "Input",ExpressionUUID->"b76ce2a4-493c-478c-8322-905ec89d1a9f"],
-Cell[CellGroupData[{
-Cell[1158173, 26963, 5848, 134, 518, "Input",ExpressionUUID->"52a2fdbd-2724-45a3-a89c-a371069b580d"],
-Cell[1164024, 27099, 314059, 5701, 548, "Output",ExpressionUUID->"81aab8f2-70ff-4cb6-8a77-9ec14eba3c2f"]
-}, Open  ]]
-}, Closed]]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1478156, 32808, 316, 5, 98, "Title",ExpressionUUID->"949ad03f-d58b-4241-96f5-b400e7946fe4"],
-Cell[CellGroupData[{
-Cell[1478497, 32817, 2816, 83, 81, "Input",ExpressionUUID->"80e49bc5-f392-4650-a62d-79b9163a41b2"],
-Cell[1481316, 32902, 157, 3, 34, "Output",ExpressionUUID->"5f105e81-fe51-4909-8d36-fa21edd829aa"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1481510, 32910, 1107, 33, 46, "Input",ExpressionUUID->"51557400-4a2a-47af-aec7-1eb15e8853d9"],
-Cell[1482620, 32945, 353, 6, 34, "Output",ExpressionUUID->"08430307-3eb6-4d61-934d-2bb3e0671c65"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1483010, 32956, 1045, 25, 79, "Input",ExpressionUUID->"88d3ca5f-bed0-45b1-8327-ce7569dea99b"],
-Cell[1484058, 32983, 2293, 65, 37, "Output",ExpressionUUID->"901bb789-5185-4063-8a75-eef1fff5b01c"]
-}, Open  ]],
-Cell[1486366, 33051, 642, 21, 38, "Input",ExpressionUUID->"f6e5faa6-ce53-4f31-a1ea-0f27b5b83c4a"],
-Cell[CellGroupData[{
-Cell[1487033, 33076, 1058, 30, 30, "Input",ExpressionUUID->"6dfa7aec-806e-48c8-90c6-223e1c3a7daf"],
-Cell[1488094, 33108, 988, 32, 61, "Output",ExpressionUUID->"acb8a4dd-565e-41d9-8791-ef0e7ea4cb26"]
-}, Open  ]],
-Cell[1489097, 33143, 3069, 95, 155, "Input",ExpressionUUID->"20a5f17a-dee7-4892-90e3-e5e3adb342d2"],
-Cell[1492169, 33240, 228, 5, 30, "Input",ExpressionUUID->"b84aeb90-399e-4535-889b-770a69ac34ae"],
-Cell[CellGroupData[{
-Cell[1492422, 33249, 845, 27, 89, "Input",ExpressionUUID->"33e3fc9c-c7d1-4a16-a685-3f05acccc4f5"],
-Cell[1493270, 33278, 990, 34, 87, "Output",ExpressionUUID->"49e75206-f1e0-4370-aac2-7ecaf35c9cd0"],
-Cell[1494263, 33314, 2394, 74, 123, "Output",ExpressionUUID->"3dba555e-76cc-4683-a3d6-f3a4a5ebcb44"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1496694, 33393, 340, 12, 33, "Input",ExpressionUUID->"32f0d4f1-ef0d-48ac-a060-b181e2e73a92"],
-Cell[1497037, 33407, 239, 8, 34, "Output",ExpressionUUID->"3d81738b-ce7e-4122-9175-6cbd17754a2e"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1497313, 33420, 1163, 37, 48, "Input",ExpressionUUID->"d0590162-e3ec-4a7e-a8e3-d716b809a2c3"],
-Cell[1498479, 33459, 1012, 35, 49, "Output",ExpressionUUID->"9a4dc630-893b-46a9-8146-62d3fcd59c72"]
-}, Open  ]],
-Cell[1499506, 33497, 177, 5, 30, "Input",ExpressionUUID->"b0dec0e2-b2a7-4c9c-8e40-07e2d7f838b7"],
-Cell[CellGroupData[{
-Cell[1499708, 33506, 555, 15, 47, "Input",ExpressionUUID->"5d06dc52-682d-4e61-918d-e49499818d86"],
-Cell[1500266, 33523, 236, 5, 34, "Output",ExpressionUUID->"5db4e58f-88d7-4c3b-bbb4-75882467f5ea"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1500539, 33533, 2235, 66, 85, "Input",ExpressionUUID->"de27e6cd-9769-4ae1-b6c3-2331befefae5"],
-Cell[1502777, 33601, 5927, 117, 239, "Output",ExpressionUUID->"cd66dca3-1473-433d-bc7c-4128bf29c7d4"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1508741, 33723, 679, 21, 30, "Input",ExpressionUUID->"ee96f0c6-bb02-441b-b3ad-28b43fe92251"],
-Cell[1509423, 33746, 12858, 364, 524, "Output",ExpressionUUID->"c9cea9d9-dae8-4486-b4f1-de115887e6b6"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1522318, 34115, 954, 27, 104, "Input",ExpressionUUID->"9e2c8a78-0b27-49ac-8973-89a7ef2f049b"],
-Cell[1523275, 34144, 761, 24, 49, "Output",ExpressionUUID->"73902afd-b440-4fd8-9951-61d42641ec94"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1524073, 34173, 596, 16, 30, "Input",ExpressionUUID->"632a382f-b2d9-452b-bdd9-279cc27d3736"],
-Cell[1524672, 34191, 386, 11, 50, "Output",ExpressionUUID->"55cb6465-0d64-469a-a091-9ac553aff0a1"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1525095, 34207, 459, 13, 30, "Input",ExpressionUUID->"e7579c0e-5fe2-4dee-a39e-03e5aaa29e56"],
-Cell[1525557, 34222, 2261, 57, 239, "Output",ExpressionUUID->"4c3f1f75-d14b-49d4-960d-a4df952bc443"]
-}, Open  ]],
-Cell[1527833, 34282, 642, 21, 38, "Input",ExpressionUUID->"113cc010-ef13-43ce-b900-a4898d1f920b"],
-Cell[CellGroupData[{
-Cell[1528500, 34307, 1058, 30, 30, "Input",ExpressionUUID->"de6116b9-37de-4c33-b286-f16be9d82515"],
-Cell[1529561, 34339, 988, 32, 61, "Output",ExpressionUUID->"93306795-95bf-4aa0-b953-32cb2722cee7"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1530598, 34377, 393, 6, 72, "Title",ExpressionUUID->"fd58c766-e2bc-46fc-ac58-9e6e23d8bb33"],
-Cell[CellGroupData[{
-Cell[1531016, 34387, 1726, 56, 110, "Input",ExpressionUUID->"9932d2cc-fe66-4d88-afdf-eb228ff58fef"],
-Cell[1532745, 34445, 205, 5, 34, "Output",ExpressionUUID->"bfca1597-11c0-47c8-9d37-e3e350983f23"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1532987, 34455, 3574, 98, 64, "Input",ExpressionUUID->"d4d9348c-173e-44a7-ae65-80e360f29efb"],
-Cell[1536564, 34555, 1266, 20, 34, "Output",ExpressionUUID->"8b724131-824d-4509-aa83-aefae5631760"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1537867, 34580, 5239, 154, 188, "Input",ExpressionUUID->"c7533afb-668d-4800-b6fe-126a0f825d98"],
-Cell[1543109, 34736, 523, 8, 34, "Output",ExpressionUUID->"ea2bbbfe-7721-4d7e-8b0e-9bed61bcc07d"],
-Cell[1543635, 34746, 521, 8, 34, "Output",ExpressionUUID->"ae914970-796a-47bb-914d-b8dc9d15e37e"],
-Cell[1544159, 34756, 523, 8, 34, "Output",ExpressionUUID->"d233f0d2-bf3d-442f-aff4-cc30cc42ff20"],
-Cell[1544685, 34766, 523, 8, 34, "Output",ExpressionUUID->"d3e446e4-a75c-4b25-b798-7a6fd5a8cbe2"]
-}, Open  ]],
-Cell[1545223, 34777, 168, 3, 30, "Input",ExpressionUUID->"d8a4ec23-51f4-4b5a-bf4c-9eb0a99be8ba"],
-Cell[CellGroupData[{
-Cell[1545416, 34784, 2157, 60, 82, "Input",ExpressionUUID->"b95b3b0d-6377-41ca-8cd9-d791cb58ce84"],
-Cell[1547576, 34846, 1202, 23, 34, "Output",ExpressionUUID->"19a54e9c-6574-4537-9132-170e9e041189"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1548815, 34874, 734, 22, 30, "Input",ExpressionUUID->"140ac05e-45f6-41fe-961c-7ca58bc12200"],
-Cell[1549552, 34898, 535, 14, 34, "Output",ExpressionUUID->"8d1ab899-ab11-4bee-84a8-09eb3633566d"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1550124, 34917, 5428, 157, 95, "Input",ExpressionUUID->"dff65923-7007-4cf8-90b8-eb65c25ed2e4"],
-Cell[1555555, 35076, 331, 7, 34, "Output",ExpressionUUID->"4092fc11-4b41-4dbf-8462-1cd1cc81f13a"],
-Cell[1555889, 35085, 333, 7, 34, "Output",ExpressionUUID->"4c01f9d9-cec1-4108-a9f7-f9915de2223e"],
-Cell[1556225, 35094, 331, 7, 34, "Output",ExpressionUUID->"337efd9d-ae63-4d27-9ef6-7ed96169ce15"],
-Cell[1556559, 35103, 331, 7, 34, "Output",ExpressionUUID->"ac05099c-294e-48c2-b697-db48903c3956"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1556927, 35115, 3553, 106, 95, "Input",ExpressionUUID->"31a9a491-b67c-40cf-b7a4-27488ee45e6d"],
-Cell[1560483, 35223, 179, 4, 34, "Output",ExpressionUUID->"cf01ad5b-8aec-451f-bc9e-cb05472aee03"],
-Cell[1560665, 35229, 179, 4, 34, "Output",ExpressionUUID->"555bea95-5b31-4c7c-a320-1b299d55ebc8"],
-Cell[1560847, 35235, 181, 4, 34, "Output",ExpressionUUID->"43916e15-d3e4-467e-85f5-a6806f0a596b"],
-Cell[1561031, 35241, 179, 4, 34, "Output",ExpressionUUID->"214184d3-6a06-4e47-993f-1b5d33c2f98c"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1561247, 35250, 1581, 48, 54, "Input",ExpressionUUID->"91d3b306-91b1-48b7-a8fe-927d87c7d1de"],
-Cell[1562831, 35300, 513, 14, 34, "Output",ExpressionUUID->"78f8f7a7-5648-4900-8486-498e8dba09d6"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1563393, 35320, 199, 4, 72, "Title",ExpressionUUID->"1d403dc2-f08a-4583-9fab-6c4623cf1495"],
-Cell[1563595, 35326, 561, 17, 51, "Input",ExpressionUUID->"fa50b839-2dff-432b-a27a-837e1ba9f9d3"],
-Cell[1564159, 35345, 469, 13, 48, "Input",ExpressionUUID->"b67bafb9-0950-4c25-a04d-00d5d8ae0b11"],
-Cell[1564631, 35360, 713, 21, 51, "Input",ExpressionUUID->"1f6affa5-6e1b-4e56-a5b7-04e66d570c7c"],
-Cell[1565347, 35383, 998, 32, 54, "Input",ExpressionUUID->"d14368c6-4ad4-417d-8e01-a60e49579f9b"],
-Cell[1566348, 35417, 253, 6, 30, "Input",ExpressionUUID->"d6434ea9-1340-4c47-84b1-a58af545b859"],
-Cell[1566604, 35425, 488, 16, 30, "Input",ExpressionUUID->"d751b9f1-f9ca-41f4-bb2e-9095e9d60dbc"],
-Cell[1567095, 35443, 184, 4, 30, "Input",ExpressionUUID->"13cb38ee-c205-482e-a55f-3d75c0bf39e9"],
-Cell[1567282, 35449, 519, 17, 30, "Input",ExpressionUUID->"1fbdcbf9-7764-4c9d-abfa-20660b46b751"],
-Cell[1567804, 35468, 1699, 54, 53, "Input",ExpressionUUID->"b84f445f-123b-4569-b860-228e72ad59a8"],
-Cell[1569506, 35524, 359, 11, 30, "Input",ExpressionUUID->"44400ffc-cedc-4c82-a2ff-829880de79ec"],
-Cell[CellGroupData[{
-Cell[1569890, 35539, 334, 8, 52, "Input",ExpressionUUID->"16df79d4-ca95-4f78-9351-cf08b3cb40f0"],
-Cell[1570227, 35549, 793, 22, 54, "Output",ExpressionUUID->"ffaf0312-051e-49fe-b40d-ec2b3d6157c6"],
-Cell[1571023, 35573, 172, 3, 34, "Output",ExpressionUUID->"df9b40fa-cb0e-43d8-b10a-9182debb5037"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1571232, 35581, 1441, 42, 52, "Input",ExpressionUUID->"33bede2a-db3c-4650-a0a4-21096c1830fd"],
-Cell[1572676, 35625, 147, 3, 34, "Output",ExpressionUUID->"8d502ccd-0870-401c-8a70-dca00e111acf"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1572860, 35633, 765, 20, 30, "Input",ExpressionUUID->"97b2e2f7-8bdc-4c88-986d-d109dd961136"],
-Cell[1573628, 35655, 6165, 122, 235, "Output",ExpressionUUID->"3d258cde-b27b-41f6-b1e4-e98ece0e3d43"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1579830, 35782, 979, 32, 53, "Input",ExpressionUUID->"653c5899-e6ae-4ec0-8b10-e83ed45ebd0c"],
-Cell[1580812, 35816, 1098, 35, 61, "Output",ExpressionUUID->"c2af1af0-15be-4ee0-9d43-25a986858c96"]
-}, Open  ]],
-Cell[1581925, 35854, 1203, 38, 58, "Input",ExpressionUUID->"3e76b7e2-b7ff-4428-81e6-8a57b469152c"],
-Cell[1583131, 35894, 1177, 37, 58, "Input",ExpressionUUID->"4d7ac420-63e3-4ef4-972f-650c0f2234d3"]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1584345, 35936, 154, 3, 72, "Title",ExpressionUUID->"0d064af6-f79c-491f-8692-fde40df7f87a"],
-Cell[CellGroupData[{
-Cell[1584524, 35943, 150, 3, 67, "Section",ExpressionUUID->"289a4b39-91e5-4eaf-a53e-d76425ba284f"],
-Cell[1584677, 35948, 10213, 287, 226, "Input",ExpressionUUID->"f4f4756b-9191-487c-b756-84517c5eadba"]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1594927, 36240, 153, 3, 53, "Section",ExpressionUUID->"bb03ae38-4ed9-4ee5-8479-6154d45dfcba"],
-Cell[CellGroupData[{
-Cell[1595105, 36247, 157, 3, 54, "Subsection",ExpressionUUID->"fce6662f-9a44-44f9-814e-91c92eaadb1a"],
-Cell[CellGroupData[{
-Cell[1595287, 36254, 2422, 63, 271, "Input",ExpressionUUID->"810003a7-1cd2-41a8-801f-735a7a5d32f1"],
-Cell[1597712, 36319, 8626, 219, 70, "Output",ExpressionUUID->"3b19727c-2be4-4fa0-a65e-598e66300e1c"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1606387, 36544, 205, 4, 38, "Subsection",ExpressionUUID->"0708d47a-3b8e-4a3a-9ec7-df050a81d651"],
-Cell[CellGroupData[{
-Cell[1606617, 36552, 7597, 192, 362, "Input",ExpressionUUID->"cd7ee22e-e7b4-4041-9ada-d5c7f8ba84f4"],
-Cell[1614217, 36746, 8626, 219, 70, "Output",ExpressionUUID->"676414ae-4c9c-4c67-8bef-c55f61409d10"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1622892, 36971, 159, 3, 38, "Subsection",ExpressionUUID->"f6888fa2-004b-49c6-8f80-1779a8d16030"],
-Cell[CellGroupData[{
-Cell[1623076, 36978, 5158, 104, 266, "Input",ExpressionUUID->"751dff7e-830c-4183-b387-8701aad13f69"],
-Cell[1628237, 37084, 8835, 222, 70, "Output",ExpressionUUID->"04d998b2-f414-4a09-a3c7-7323688f4634"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1637133, 37313, 263, 4, 53, "Section",ExpressionUUID->"e4ba86ba-dcc7-4135-ad04-825e01aa413a"],
-Cell[CellGroupData[{
-Cell[1637421, 37321, 2150, 50, 77, "Input",ExpressionUUID->"4a15679a-e806-44c0-ab7f-59be0444f144"],
-Cell[1639574, 37373, 2922, 77, 321, "Output",ExpressionUUID->"240e0870-53a3-4992-bdc1-5a00ec936b5b"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1642533, 37455, 939, 28, 52, "Input",ExpressionUUID->"9e9af3fe-8f75-47d4-b421-6fc6d840d824"],
-Cell[1643475, 37485, 2060, 39, 245, "Output",ExpressionUUID->"1ec7ced5-8756-4e55-ad0e-18b08f7f308e"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1645572, 37529, 1173, 27, 52, "Input",ExpressionUUID->"46365b4a-6341-4fdd-bb3b-297e4f34ac4f"],
-Cell[1646748, 37558, 1010, 20, 56, "Output",ExpressionUUID->"5c391593-019d-41e6-9595-f519ba1c5231"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1647795, 37583, 781, 22, 52, "Input",ExpressionUUID->"35434a53-4b91-44ed-825d-5dbea4e17092"],
-Cell[1648579, 37607, 5107, 102, 237, "Output",ExpressionUUID->"1185b131-bf76-4290-bf37-33f94de9e706"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1653747, 37716, 405, 6, 72, "Title",ExpressionUUID->"4f34be00-29c3-4e77-aa66-f6a847d0c3f1"],
-Cell[1654155, 37724, 180, 3, 30, "Input",ExpressionUUID->"8d263452-835c-4c7d-9a1d-bc8805b994fc"],
-Cell[CellGroupData[{
-Cell[1654360, 37731, 2628, 79, 83, "Input",ExpressionUUID->"f62802e4-168a-4fe1-9a30-b6797d8c7bf3"],
-Cell[1656991, 37812, 232, 4, 34, "Output",ExpressionUUID->"f33b8741-b458-43c0-9516-662e18b23324"]
-}, Open  ]],
-Cell[1657238, 37819, 1009, 24, 83, "Input",ExpressionUUID->"9a5826c2-98dd-4be8-9b9c-b2df6f19cbe0"],
-Cell[CellGroupData[{
-Cell[1658272, 37847, 1265, 33, 30, "Input",ExpressionUUID->"66c866db-ed84-4bea-8780-2dc993e19ea0"],
-Cell[1659540, 37882, 29379, 581, 233, "Output",ExpressionUUID->"a32a5425-e6e9-412e-b50f-763c7a7796d8"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1688956, 38468, 384, 10, 47, "Input",ExpressionUUID->"581cef85-48d7-4b0e-a276-83a7512547cf"],
-Cell[1689343, 38480, 4415, 91, 241, "Output",ExpressionUUID->"1614b61d-b20a-4529-9e82-06ef600ae918"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1693795, 38576, 683, 21, 47, "Input",ExpressionUUID->"7fc66771-0729-4278-b67c-6caadef8b572"],
-Cell[1694481, 38599, 689, 21, 51, "Output",ExpressionUUID->"84c9a107-2dfa-4a42-8ce8-4d3d2b816f4b"]
-}, Open  ]],
-Cell[1695185, 38623, 13413, 293, 508, "Input",ExpressionUUID->"c82b1fbd-a766-44a3-97ef-7f671456e944"],
-Cell[CellGroupData[{
-Cell[1708623, 38920, 4738, 112, 136, "Input",ExpressionUUID->"1616d1c7-0850-4b34-ae26-9f9a96a14ebe"],
-Cell[1713364, 39034, 11106, 222, 380, "Output",ExpressionUUID->"4f0b661f-b259-4ea2-adc3-d6344aa54ee2"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[1724507, 39261, 2021, 42, 52, "Input",ExpressionUUID->"b45f339b-ac48-4a64-a275-7e7b05de370d"],
-Cell[1726531, 39305, 2118, 50, 350, "Output",ExpressionUUID->"c1cfc51d-5654-46f1-8b41-b1aac8e3a2d5"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1728698, 39361, 655, 10, 72, "Title",ExpressionUUID->"201ad230-a046-41ad-a8b2-644dc4575875"],
-Cell[CellGroupData[{
-Cell[1729378, 39375, 164, 3, 67, "Section",ExpressionUUID->"70c9745c-e34b-460a-8489-09d956f83ae9"],
-Cell[1729545, 39380, 8949, 192, 320, "Input",ExpressionUUID->"db5444a0-15c5-4795-b2e7-7cb547dd9291",
- InitializationCell->True],
-Cell[1738497, 39574, 9235, 197, 320, "Input",ExpressionUUID->"3328b49d-a450-418f-874e-ffb74ef3d694",
- InitializationCell->True]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1747769, 39776, 151, 3, 53, "Section",ExpressionUUID->"4810228a-4794-4a99-9007-8533d0ef95f2"],
-Cell[1747923, 39781, 4753, 108, 428, "Input",ExpressionUUID->"e49a9df5-608c-4a27-844d-a73b1503970c",
- InitializationCell->True],
-Cell[CellGroupData[{
-Cell[1752701, 39893, 400, 10, 30, "Input",ExpressionUUID->"5f4b32ed-7c84-4f2d-8d19-61d3bfb3ba43"],
-Cell[CellGroupData[{
-Cell[1753126, 39907, 440, 7, 24, "Print",ExpressionUUID->"701f3b98-a125-42e3-9b07-e990ca38b117"],
-Cell[1753569, 39916, 439, 7, 24, "Print",ExpressionUUID->"e39f57de-7ce9-4b02-af1c-d51c818d7515"],
-Cell[1754011, 39925, 438, 7, 24, "Print",ExpressionUUID->"2e379950-04e4-4e65-bf78-1c77e3576360"],
-Cell[1754452, 39934, 441, 7, 24, "Print",ExpressionUUID->"34c80e75-1bfa-4a77-bb57-1fcbe15449ca"],
-Cell[1754896, 39943, 439, 7, 24, "Print",ExpressionUUID->"34d4c0df-6966-4f23-a912-2930a210c07d"],
-Cell[1755338, 39952, 440, 7, 24, "Print",ExpressionUUID->"9a97d597-45eb-4579-9f3a-54c251e1943a"],
-Cell[1755781, 39961, 439, 7, 24, "Print",ExpressionUUID->"ca8c987b-3e63-44fe-929d-16298ae4a8d6"],
-Cell[1756223, 39970, 441, 7, 24, "Print",ExpressionUUID->"dee11841-1813-4a5b-a120-b1624b66839f"],
-Cell[1756667, 39979, 439, 7, 24, "Print",ExpressionUUID->"c9168a11-6be5-451c-9b76-744ba5d66896"],
-Cell[1757109, 39988, 440, 7, 24, "Print",ExpressionUUID->"5437dc73-07ca-4799-a3fb-58070670f928"],
-Cell[1757552, 39997, 439, 7, 24, "Print",ExpressionUUID->"447f1fe4-38c2-4b0d-ab5e-f9c4f6e478c5"],
-Cell[1757994, 40006, 438, 7, 24, "Print",ExpressionUUID->"6a958c93-e453-4280-9451-309886bf3d62"],
-Cell[1758435, 40015, 439, 7, 24, "Print",ExpressionUUID->"d5d0afb0-5389-48a1-bd72-d2c979ab899d"],
-Cell[1758877, 40024, 441, 7, 24, "Print",ExpressionUUID->"ec652ead-0bf9-4347-bd0f-f496e4c185c1"],
-Cell[1759321, 40033, 438, 7, 24, "Print",ExpressionUUID->"9b16011d-caf3-47f5-8827-f32f1cbc0270"],
-Cell[1759762, 40042, 438, 7, 24, "Print",ExpressionUUID->"b37170da-6ea1-4260-9c04-0506d63d217f"],
-Cell[1760203, 40051, 438, 7, 24, "Print",ExpressionUUID->"ae51f7a5-80f1-4ccc-8eee-1b3bccde7dbb"],
-Cell[1760644, 40060, 438, 7, 24, "Print",ExpressionUUID->"2977211a-d3b3-4fd6-882a-09d90c494bcf"],
-Cell[1761085, 40069, 438, 7, 24, "Print",ExpressionUUID->"410b316a-9fa1-4135-8a51-ed46aff178c7"],
-Cell[1761526, 40078, 439, 7, 24, "Print",ExpressionUUID->"1362a8dd-dc3d-495a-b878-7cc74f302f91"]
-}, Open  ]],
-Cell[1761980, 40088, 403, 6, 34, "Output",ExpressionUUID->"3c0f6d4a-3718-4d0a-954e-007f0e174d8e"]
-}, Open  ]],
-Cell[1762398, 40097, 130, 3, 30, "Input",ExpressionUUID->"2ec37b18-5552-4983-8eef-e1e6dd1997cd"],
-Cell[CellGroupData[{
-Cell[1762553, 40104, 402, 11, 30, "Input",ExpressionUUID->"1785c3b9-dc05-4c1e-8da1-bb4755cbb956"],
-Cell[CellGroupData[{
-Cell[1762980, 40119, 220, 4, 24, "Print",ExpressionUUID->"23326a1e-1761-4643-8baf-ea9cfc497cb0"],
-Cell[1763203, 40125, 221, 4, 24, "Print",ExpressionUUID->"e91479e7-8ebc-4ab0-8020-da2294c226cf"],
-Cell[1763427, 40131, 220, 4, 24, "Print",ExpressionUUID->"c79f0f5a-badc-42ad-9b0c-e49f47c0dccc"],
-Cell[1763650, 40137, 220, 4, 24, "Print",ExpressionUUID->"ff6357a9-d9fe-449e-b04d-12965728bbb4"],
-Cell[1763873, 40143, 221, 4, 24, "Print",ExpressionUUID->"c071b1fa-60fb-44dd-ad8b-41bbbae0df41"],
-Cell[1764097, 40149, 221, 4, 24, "Print",ExpressionUUID->"0dcdb966-e0ec-48dc-ac7a-bf9c8ff83210"],
-Cell[1764321, 40155, 222, 4, 24, "Print",ExpressionUUID->"a5b51a4b-49cc-45d9-a151-3852e5c1a36a"],
-Cell[1764546, 40161, 222, 4, 24, "Print",ExpressionUUID->"f07116c4-7e05-48aa-8c3c-e9bd0fe44e39"],
-Cell[1764771, 40167, 223, 4, 24, "Print",ExpressionUUID->"3b67d1c9-eaf1-4e7d-81be-fe9f287b55fb"]
-}, Open  ]],
-Cell[1765009, 40174, 213, 4, 34, "Output",ExpressionUUID->"bb4a3992-a145-46be-851f-b96ff37bc6bc"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1765271, 40184, 357, 6, 53, "Section",ExpressionUUID->"fa85920f-ca0e-43de-8f38-7c1082a6236f"],
-Cell[CellGroupData[{
-Cell[1765653, 40194, 161, 3, 54, "Subsection",ExpressionUUID->"999c9d70-9c41-4fc2-aa2f-055c65254d77"],
-Cell[1765817, 40199, 22685, 596, 1230, "Input",ExpressionUUID->"e466e95f-cc3e-4aba-8580-3d6302f7fc08",
- InitializationCell->True]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1788539, 40800, 156, 3, 38, "Subsection",ExpressionUUID->"aa80d678-85d3-4a2b-b8d8-3ad0c8879a32"],
-Cell[1788698, 40805, 44641, 927, 2106, "Input",ExpressionUUID->"faa1241f-f65d-46fc-b859-df962cf25c34",
- InitializationCell->True],
-Cell[1833342, 41734, 9085, 157, 137, "Input",ExpressionUUID->"d9a2ebfc-b353-4be5-834b-d1f4d584aed7",
- InitializationCell->True]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1842464, 41896, 254, 4, 38, "Subsection",ExpressionUUID->"8825eea5-ee8f-44c0-ac0b-b997eefaebac"],
-Cell[1842721, 41902, 50394, 1060, 2445, "Input",ExpressionUUID->"7a26edc6-1cec-4f86-a6ac-78661104905b",
- InitializationCell->True],
-Cell[1893118, 42964, 9959, 174, 181, "Input",ExpressionUUID->"72f3211b-15aa-4590-a146-975c60dbe95c",
- InitializationCell->True]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1903114, 43143, 270, 4, 38, "Subsection",ExpressionUUID->"08f66d06-607b-4732-ace2-751e7db94a9a"],
-Cell[1903387, 43149, 66763, 1376, 3293, "Input",ExpressionUUID->"11221944-5033-4040-bc23-902aa3737a9c"],
-Cell[1970153, 44527, 10865, 191, 165, "Input",ExpressionUUID->"86327531-5150-4c8e-901f-50a18842b07f"]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[1981055, 44723, 253, 4, 38, "Subsection",ExpressionUUID->"f36904a3-cd7b-4efb-8113-4cdee9045345"],
-Cell[1981311, 44729, 63415, 1300, 2874, "Input",ExpressionUUID->"61323d25-e201-440f-8dae-ca2381d8a855",
- InitializationCell->True],
-Cell[2044729, 46031, 12032, 211, 202, "Input",ExpressionUUID->"5b2641d7-6ead-4ede-9d94-99584c7a1d04",
- InitializationCell->True]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[2056810, 46248, 216, 4, 53, "Section",ExpressionUUID->"7f116dc0-d26d-4a3b-8240-0f41c8301a9c"],
-Cell[2057029, 46254, 9256, 241, 694, "Input",ExpressionUUID->"7e98fb8d-3c63-4d2d-9bd0-6fc66338de6d",
- InitializationCell->True],
-Cell[2066288, 46497, 39332, 857, 2101, "Input",ExpressionUUID->"5f8e1ced-357f-43c7-9cbd-5b9f609f3a63",
- InitializationCell->True],
-Cell[2105623, 47356, 10995, 197, 202, "Input",ExpressionUUID->"68e8c54c-5af3-4131-a4e3-ef7775bd8d74",
- InitializationCell->True],
-Cell[CellGroupData[{
-Cell[2116643, 47557, 545, 12, 30, "Input",ExpressionUUID->"3612c783-cf2d-4c9e-a9a8-5ef55cacbf1c"],
-Cell[2117191, 47571, 7972, 233, 100, "Output",ExpressionUUID->"7273514a-05e5-4bd6-b38e-9fca6882a7bd"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[2125224, 47811, 152, 3, 72, "Title",ExpressionUUID->"aefd3997-e92c-4a00-bbab-c1e0d31c8049"],
-Cell[CellGroupData[{
-Cell[2125401, 47818, 160, 3, 67, "Section",ExpressionUUID->"aa75faa4-f188-4f1f-b111-6efc6d390d21"],
-Cell[CellGroupData[{
-Cell[2125586, 47825, 225, 4, 54, "Subsection",ExpressionUUID->"80bde696-220f-44ed-9b20-8c56bf094687"],
-Cell[2125814, 47831, 652, 14, 89, "Input",ExpressionUUID->"176798d0-1c81-4a7b-af3e-a4ff00f57f19",
- InitializationCell->True],
-Cell[2126469, 47847, 2215, 44, 236, "Input",ExpressionUUID->"a0490fa9-06c9-4e65-84b2-908e20e7745b",
- InitializationCell->True],
-Cell[CellGroupData[{
-Cell[2128709, 47895, 837, 15, 30, "Input",ExpressionUUID->"e7fe1f69-23a4-4beb-84a5-37353bd24938"],
-Cell[2129549, 47912, 9748, 276, 100, "Output",ExpressionUUID->"2b5ca13a-be5c-45e3-b296-d5cba76cd32b"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[2139334, 48193, 553, 12, 30, "Input",ExpressionUUID->"7f5de353-9416-44e9-812e-d90f67c275ce"],
-Cell[2139890, 48207, 9355, 272, 100, "Output",ExpressionUUID->"44bee945-5def-4a87-849d-6f972199a819"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[2149282, 48484, 522, 11, 30, "Input",ExpressionUUID->"7e0eff5d-8bbc-4a81-bbf4-1b6ebbaf9576"],
-Cell[2149807, 48497, 9357, 272, 100, "Output",ExpressionUUID->"cea27df8-28d4-4094-a296-72f0c10417d4"]
-}, Open  ]],
-Cell[2159179, 48772, 2505, 68, 73, "Input",ExpressionUUID->"6eda97d4-3031-4397-b66f-7ad9bbc482e0"],
-Cell[2161687, 48842, 2687, 72, 73, "Input",ExpressionUUID->"9b327902-ccda-4105-b17b-edcdc2f75391"],
-Cell[CellGroupData[{
-Cell[2164399, 48918, 9816, 206, 703, "Input",ExpressionUUID->"8d0e737e-6d85-4056-9620-6d2360261c94"],
-Cell[2174218, 49126, 279202, 5021, 535, "Output",ExpressionUUID->"0e92f265-66f0-4b9c-a3d1-7f1a24730c9d"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[2453457, 54152, 27106, 565, 1357, "Input",ExpressionUUID->"07799e23-e05a-4171-a719-d32fef17392b"],
-Cell[2480566, 54719, 280317, 5179, 545, "Output",ExpressionUUID->"4bd31a21-66ba-42eb-b01b-f6bdd5787d28"]
-}, Open  ]],
-Cell[2760898, 59901, 2450, 63, 73, "Input",ExpressionUUID->"88fa2c08-6942-4e3d-b21e-9143cb68cb5d"],
-Cell[2763351, 59966, 2655, 70, 73, "Input",ExpressionUUID->"3e36d2c7-63e6-4257-aecc-7981d228ec35"],
-Cell[2766009, 60038, 2478, 49, 236, "Input",ExpressionUUID->"fe09cefe-cf22-4394-a306-c8ced6776c65",
- InitializationCell->True],
-Cell[CellGroupData[{
-Cell[2768512, 60091, 20288, 444, 1144, "Input",ExpressionUUID->"5528f467-0029-4a54-9707-339925fb2bce"],
-Cell[2788803, 60537, 366878, 6734, 547, "Output",ExpressionUUID->"d099c143-56fc-4d2e-b361-413578204346"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[3155718, 67276, 183, 3, 45, "Subsubsection",ExpressionUUID->"ee7f096c-ea6a-4515-a429-0eea0b0145ec"],
-Cell[CellGroupData[{
-Cell[3155926, 67283, 10272, 300, 304, "Input",ExpressionUUID->"f8d1c24f-6a30-4475-91c9-9bc2dbac4918"],
-Cell[3166201, 67585, 205, 4, 24, "Print",ExpressionUUID->"b8e0da9b-48ee-4c96-a829-2d965fbbcf7c"],
-Cell[3166409, 67591, 160, 3, 34, "Output",ExpressionUUID->"81d65654-964c-4bbd-ad4f-42cf8fa69558"],
-Cell[3166572, 67596, 160, 3, 34, "Output",ExpressionUUID->"c8d2060d-4e49-4536-b3e5-84632a1489ad"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[3166769, 67604, 2940, 65, 262, "Input",ExpressionUUID->"1a82ac9f-50d8-4962-8339-631f5ed20a3b"],
-Cell[3169712, 67671, 232287, 4165, 578, "Output",ExpressionUUID->"19d95ff3-da93-44c8-8819-a93b625d7e6e"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[3402036, 71841, 2704, 61, 262, "Input",ExpressionUUID->"3602480e-7139-497c-ae47-2d147f3bdeda"],
-Cell[3404743, 71904, 226931, 4080, 600, "Output",ExpressionUUID->"12e6f1f7-480a-4bd5-859c-65d201d395b2"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[3631711, 75989, 2709, 61, 262, "Input",ExpressionUUID->"fb003096-58a7-4800-8b72-d804749a2dfd"],
-Cell[3634423, 76052, 229045, 4112, 583, "Output",ExpressionUUID->"6877e7c9-23c5-4e01-ac4c-233f68417714"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[3863517, 80170, 158, 3, 37, "Subsubsection",ExpressionUUID->"4711f99d-abdf-4d87-8967-15637b5f6ec9"],
-Cell[3863678, 80175, 10272, 300, 304, "Input",ExpressionUUID->"b5dcf110-6419-4f44-b977-4761e7dd5b0f"],
-Cell[CellGroupData[{
-Cell[3873975, 80479, 2992, 66, 262, "Input",ExpressionUUID->"bf93a942-83e6-4f02-a9e6-e1421e04bb6b"],
-Cell[3876970, 80547, 232860, 4167, 567, "Output",ExpressionUUID->"4ce80748-195f-4ace-8942-b8552f933157"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[4109867, 84719, 2732, 62, 262, "Input",ExpressionUUID->"3d9a9e37-5e94-440b-a719-a87f2d7e49b2"],
-Cell[4112602, 84783, 227590, 4087, 589, "Output",ExpressionUUID->"6b5f1281-07c8-425a-a7a9-546d9a8c3d88"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[4340229, 88875, 2811, 63, 262, "Input",ExpressionUUID->"5c6e82c9-237f-4e6e-8718-93b6ad513600"],
-Cell[4343043, 88940, 231903, 4153, 583, "Output",ExpressionUUID->"0354e236-0bcf-4ec0-b0c9-0571ec4c5d13"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[4574995, 93099, 233, 4, 37, "Subsubsection",ExpressionUUID->"20044f55-6ae2-41fb-986f-18cfcc17e218"],
-Cell[4575231, 93105, 10271, 300, 304, "Input",ExpressionUUID->"e94af39f-644b-423e-91b1-7562f3c50303"],
-Cell[CellGroupData[{
-Cell[4585527, 93409, 3042, 67, 262, "Input",ExpressionUUID->"e658cfdb-f8df-43e7-8774-f964fdb39c7b"],
-Cell[4588572, 93478, 234498, 4189, 567, "Output",ExpressionUUID->"aaf1df56-9b2f-4bbd-8b93-483358f7899b"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[4823107, 97672, 2778, 62, 262, "Input",ExpressionUUID->"bf8b22dc-1ca3-4332-81b2-7251d702a278"],
-Cell[4825888, 97736, 229405, 4110, 587, "Output",ExpressionUUID->"920d85fa-fd62-4037-8acc-f7dd4fe600dc"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5055330, 101851, 2833, 63, 262, "Input",ExpressionUUID->"ce7e6910-2057-4680-be36-0f17edc39eb2"],
-Cell[5058166, 101916, 233552, 4177, 583, "Output",ExpressionUUID->"2bcfc32f-6bc3-447d-8a44-16be3beabf69"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[5291767, 106099, 195, 3, 37, "Subsubsection",ExpressionUUID->"19680b9a-e6ed-4fc2-aa15-72b80fcbd0ab"],
-Cell[5291965, 106104, 457, 11, 89, "Input",ExpressionUUID->"75c0e938-eb67-4d7c-b553-62fa6f39140b",
- InitializationCell->True],
-Cell[5292425, 106117, 1512, 29, 215, "Input",ExpressionUUID->"5df0a514-6a2c-4f9a-a7f6-01a7a981b874",
- InitializationCell->True],
-Cell[CellGroupData[{
-Cell[5293962, 106150, 764, 20, 30, "Input",ExpressionUUID->"21a11165-305e-4bfe-870a-d5c273b8ece7"],
-Cell[CellGroupData[{
-Cell[5294751, 106174, 231, 4, 24, "Print",ExpressionUUID->"613a8a09-fc67-4aff-b41a-5320f749bccb"],
-Cell[5294985, 106180, 232, 4, 24, "Print",ExpressionUUID->"e6f01854-c877-498f-afdd-ab1736736ae8"]
-}, Open  ]],
-Cell[5295232, 106187, 1312, 34, 90, "Output",ExpressionUUID->"3c47700c-4aca-4daf-8486-88436a03775f"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5296581, 106226, 2719, 64, 267, "Input",ExpressionUUID->"ca5a370a-5325-41fb-8010-91740d000c28"],
-Cell[5299303, 106292, 47262, 827, 557, "Output",ExpressionUUID->"86fc5434-8aa0-4ea6-9520-cbca57405bd5"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5346602, 107124, 734, 19, 30, "Input",ExpressionUUID->"ba8ccb90-a1d2-4ffe-8841-6d3174e348d9"],
-Cell[CellGroupData[{
-Cell[5347361, 107147, 210, 4, 24, "Print",ExpressionUUID->"570d58c1-2e52-4442-a079-7e2562f2146e"],
-Cell[5347574, 107153, 208, 4, 24, "Print",ExpressionUUID->"c256b8fd-681d-4d1b-a7cd-4f2280e7c5ec"],
-Cell[5347785, 107159, 208, 4, 24, "Print",ExpressionUUID->"ab8dee56-8eb3-4c98-b2a7-2876ddb5be48"],
-Cell[5347996, 107165, 208, 4, 24, "Print",ExpressionUUID->"2bb7bb29-7968-48e6-8094-29bcef8f5f17"],
-Cell[5348207, 107171, 208, 4, 24, "Print",ExpressionUUID->"f3c1d06a-801e-465e-b617-47e5b94bad05"],
-Cell[5348418, 107177, 210, 4, 24, "Print",ExpressionUUID->"3b3d9bcc-d1b4-48bd-b4eb-c708a0e02832"]
-}, Open  ]],
-Cell[5348643, 107184, 1297, 34, 90, "Output",ExpressionUUID->"f60b3e63-44d5-4ff3-bb04-a4ca4360991a"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5349977, 107223, 2576, 62, 267, "Input",ExpressionUUID->"0008a08e-530f-4878-b439-9e439d096468"],
-Cell[5352556, 107287, 47205, 827, 557, "Output",ExpressionUUID->"cb663b7f-b122-4e24-a161-40b503d4448c"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5399798, 108119, 770, 20, 30, "Input",ExpressionUUID->"38e7d800-72ee-4896-9f66-39d8e6033ada"],
-Cell[CellGroupData[{
-Cell[5400593, 108143, 208, 4, 24, "Print",ExpressionUUID->"d8f045f1-3d61-4442-9f8f-35451aae111a"],
-Cell[5400804, 108149, 208, 4, 24, "Print",ExpressionUUID->"aa436b54-c8cb-43cc-ad01-14c86d436777"],
-Cell[5401015, 108155, 210, 4, 24, "Print",ExpressionUUID->"40b1c844-ad7e-4993-a20a-c6023c3a2f90"],
-Cell[5401228, 108161, 208, 4, 24, "Print",ExpressionUUID->"f4cbb649-3396-4b4e-a959-63a304ccbc40"]
-}, Open  ]],
-Cell[5401451, 108168, 972, 26, 89, "Output",ExpressionUUID->"364cdb09-6123-4ac7-a09e-5d6976c35f08"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5402460, 108199, 2573, 62, 267, "Input",ExpressionUUID->"27d3532f-3af3-4ac2-992c-883efc0fab60"],
-Cell[5405036, 108263, 46612, 817, 561, "Output",ExpressionUUID->"b8fae359-03fd-44c4-9d08-043da3a5f40a"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5451685, 109085, 825, 22, 30, "Input",ExpressionUUID->"aee6ce9c-64c5-412b-a992-613b4555e6f8"],
-Cell[5452513, 109109, 989, 26, 89, "Output",ExpressionUUID->"a94626d4-56b9-4ac8-9589-2d61490a47fb"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5453539, 109140, 2599, 62, 267, "Input",ExpressionUUID->"8372cbd3-cb8c-4b09-985b-36e8530aa9b4"],
-Cell[5456141, 109204, 46684, 820, 561, "Output",ExpressionUUID->"7455b9e3-f15e-44a3-92fb-1d5e599e6dba"]
-}, Open  ]]
-}, Closed]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5502886, 110031, 225, 4, 54, "Subsection",ExpressionUUID->"8269b41a-f272-4851-a834-80bb5ffbc6db"],
-Cell[5503114, 110037, 1913, 55, 94, "Input",ExpressionUUID->"6dffd9b1-22d2-4afa-81e1-3012411dc887"],
-Cell[5505030, 110094, 1898, 56, 94, "Input",ExpressionUUID->"3cfdbba5-3c4b-4ce6-a535-f719d65fdd2c"],
-Cell[5506931, 110152, 1848, 55, 94, "Input",ExpressionUUID->"a80a04b7-10c5-4211-b317-2002b81e455c"],
-Cell[5508782, 110209, 1852, 55, 94, "Input",ExpressionUUID->"b498fca3-5f1c-4f80-ad93-e71dbdb1d6c5"],
-Cell[5510637, 110266, 1850, 55, 94, "Input",ExpressionUUID->"b3a8a1f9-d59b-49ba-8954-7b37fa1ae278"],
-Cell[5512490, 110323, 1852, 55, 94, "Input",ExpressionUUID->"44f5267f-18f1-45a2-813e-56aeae62ad99"],
-Cell[CellGroupData[{
-Cell[5514367, 110382, 256, 6, 30, "Input",ExpressionUUID->"927f6f24-7380-44f4-abc1-df010cbb6651"],
-Cell[5514626, 110390, 980, 32, 48, "Output",ExpressionUUID->"1aa5e865-a0e0-4c26-a7ad-7062a5786863"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5515643, 110427, 413, 10, 30, "Input",ExpressionUUID->"a283e3e2-c930-43a6-a81c-3e6ee0a2d22d"],
-Cell[5516059, 110439, 1755, 44, 226, "Output",ExpressionUUID->"f5f9b496-aaab-4ce3-b3eb-1f03b266ae29"]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5517863, 110489, 264, 4, 54, "Subsection",ExpressionUUID->"687d57f7-d496-4349-8cce-d7d15df9582c"],
-Cell[5518130, 110495, 457, 11, 89, "Input",ExpressionUUID->"11d26b23-4171-43d7-b02b-d51cb2cb0fc7",
- InitializationCell->True],
-Cell[5518590, 110508, 1512, 29, 215, "Input",ExpressionUUID->"de403758-4969-4c4c-8137-4dd647f401c0",
- InitializationCell->True],
-Cell[CellGroupData[{
-Cell[5520127, 110541, 883, 21, 30, "Input",ExpressionUUID->"b3ff3c52-1458-4795-a0e4-d3fdebf840e0"],
-Cell[CellGroupData[{
-Cell[5521035, 110566, 278, 5, 24, "Print",ExpressionUUID->"03883ff7-8d07-4810-bd6b-e3cfc670e779"],
-Cell[5521316, 110573, 280, 5, 24, "Print",ExpressionUUID->"24456c49-7b38-4190-ba0d-d4886f087143"]
-}, Open  ]],
-Cell[5521611, 110581, 949, 27, 51, "Output",ExpressionUUID->"92f366e3-bdb5-40ad-91e4-a689def9959a"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5522597, 110613, 1635, 34, 136, "Input",ExpressionUUID->"6204c168-99a5-4bda-85d8-6681408f9b22"],
-Cell[5524235, 110649, 23322, 417, 552, "Output",ExpressionUUID->"2400bcb8-b5ba-48ce-ae75-8a3d5cd68f7a"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5547594, 111071, 837, 21, 30, "Input",ExpressionUUID->"15590110-d975-42e2-951c-a5fc6c69d0e2"],
-Cell[CellGroupData[{
-Cell[5548456, 111096, 257, 5, 24, "Print",ExpressionUUID->"ba9452c1-5c8b-4e78-8476-8e3d40155d80"],
-Cell[5548716, 111103, 257, 5, 24, "Print",ExpressionUUID->"f2c03d9f-7f50-410a-ad41-220c27b417c8"],
-Cell[5548976, 111110, 259, 5, 24, "Print",ExpressionUUID->"bd8f94a9-9f43-4789-8e7a-adb6c2436b90"],
-Cell[5549238, 111117, 259, 5, 24, "Print",ExpressionUUID->"8f05967c-96e9-41c5-a762-4ce4d704db0d"],
-Cell[5549500, 111124, 256, 5, 24, "Print",ExpressionUUID->"40b2bf1c-1a15-41ec-b0d2-cdac3aaf633c"],
-Cell[5549759, 111131, 257, 5, 24, "Print",ExpressionUUID->"fc39d8e5-cf98-41ad-ab3c-c4541229bd72"]
-}, Open  ]],
-Cell[5550031, 111139, 927, 27, 51, "Output",ExpressionUUID->"d911db59-6e12-4a50-b5e5-8261b9cf96dd"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5550995, 111171, 1361, 30, 136, "Input",ExpressionUUID->"b683ef0e-b64c-4227-ad21-eb61c59cf049"],
-Cell[5552359, 111203, 23195, 416, 552, "Output",ExpressionUUID->"66b121a6-3944-428f-94a1-1550fc618c89"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5575591, 111624, 843, 21, 30, "Input",ExpressionUUID->"1310f54e-de5b-4d04-9e71-532e5aa67b9b"],
-Cell[CellGroupData[{
-Cell[5576459, 111649, 230, 4, 24, "Print",ExpressionUUID->"780a3e46-a8e0-4815-ac08-5b551dbc8f58"],
-Cell[5576692, 111655, 232, 4, 24, "Print",ExpressionUUID->"021688d1-b3a8-4e0d-9882-938e1b15dae3"],
-Cell[5576927, 111661, 232, 4, 24, "Print",ExpressionUUID->"a9c09a47-185d-48a1-b56e-7cc4edd1e0ff"],
-Cell[5577162, 111667, 230, 4, 24, "Print",ExpressionUUID->"d441aeb0-709b-4a50-a530-68a13f71f074"]
-}, Open  ]],
-Cell[5577407, 111674, 1232, 34, 89, "Output",ExpressionUUID->"5a63b146-2dfc-44f0-a7ce-31a020e3abb3"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5578676, 111713, 1384, 31, 136, "Input",ExpressionUUID->"cce0bc92-1702-464f-b2ac-0e50e8905849"],
-Cell[5580063, 111746, 26431, 473, 544, "Output",ExpressionUUID->"f4ef393b-2df9-429f-91b8-5fa6a34ed14f"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5606531, 112224, 922, 23, 30, "Input",ExpressionUUID->"62ee27e5-5c04-43ec-8658-ef2ab0724ebf"],
-Cell[5607456, 112249, 720, 21, 51, "Output",ExpressionUUID->"a393d59e-8ec5-4ff4-a345-4e5840307cb9"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[5608213, 112275, 1413, 31, 136, "Input",ExpressionUUID->"d306e598-7ab1-4996-b5f2-a4d7afb6887b"],
-Cell[5609629, 112308, 22970, 413, 545, "Output",ExpressionUUID->"313c2d5d-5908-4c54-9ecc-5f5e7abf0589"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[5632648, 112727, 211, 4, 38, "Subsection",ExpressionUUID->"186fe1e9-0765-40bf-94cc-52dba7c5845a"],
-Cell[CellGroupData[{
-Cell[5632884, 112735, 160, 3, 45, "Subsubsection",ExpressionUUID->"cee25638-8915-4b5b-907e-168e6556a5d6"],
-Cell[5633047, 112740, 477, 11, 89, "Input",ExpressionUUID->"c1653e8d-0575-4801-bc8f-798d7044242f",
- InitializationCell->True],
-Cell[5633527, 112753, 3142, 69, 278, "Input",ExpressionUUID->"9a7e4774-dffc-448a-afaa-994d57f46dce",
- InitializationCell->True],
-Cell[5636672, 112824, 2012, 45, 278, "Input",ExpressionUUID->"a44d913f-fc79-4d89-ab86-1dc2c85712a0",
- InitializationCell->True]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[5638721, 112874, 438, 9, 36, "Subsubsection",ExpressionUUID->"11ac2ed8-d967-4fcf-b9f7-758d64c8bc48"],
-Cell[CellGroupData[{
-Cell[5639184, 112887, 17820, 403, 705, "Input",ExpressionUUID->"bf9ab6e9-fc47-4bf8-afc4-a9cee2b99927"],
-Cell[5657007, 113292, 28804, 586, 645, "Output",ExpressionUUID->"c4b64c88-e225-430d-9976-c93080bed9d8"],
-Cell[5685814, 113880, 25163, 509, 645, "Output",ExpressionUUID->"c8363f8c-c834-4806-afa2-4f9265e2c8e1"],
-Cell[5710980, 114391, 20989, 420, 646, "Output",ExpressionUUID->"c55223ec-cb70-4cde-8b68-60231cc4b5ec"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[5732018, 114817, 487, 10, 36, "Subsubsection",ExpressionUUID->"413d3c60-6824-4d98-b82f-9a09fbdb0fde"],
-Cell[CellGroupData[{
-Cell[5732530, 114831, 17548, 396, 642, "Input",ExpressionUUID->"8e953787-c4c5-4de0-b480-fbf8fa998bbd"],
-Cell[5750081, 115229, 30452, 617, 630, "Output",ExpressionUUID->"af391885-e2bc-45fe-807d-38df4905bf7f"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[5780582, 115852, 533, 10, 36, "Subsubsection",ExpressionUUID->"92d2f700-f8f3-45b4-8a7e-50de33dd2e59"],
-Cell[CellGroupData[{
-Cell[5781140, 115866, 17436, 394, 642, "Input",ExpressionUUID->"a73c2ca3-ad43-47af-b7c5-6f87de87de78"],
-Cell[5798579, 116262, 30019, 609, 630, "Output",ExpressionUUID->"41f9991c-d00e-4876-bcb5-57ba2d7a604b"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[5828647, 116877, 582, 11, 36, "Subsubsection",ExpressionUUID->"195c818f-6701-4201-abc7-245fba5f48d8"],
-Cell[CellGroupData[{
-Cell[5829254, 116892, 19822, 436, 810, "Input",ExpressionUUID->"de60cf6e-e171-49a5-b8ae-39fdf80b82cc"],
-Cell[5849079, 117330, 178417, 3471, 632, "Output",ExpressionUUID->"35450298-c2e7-4367-af3e-8a9883be29f9"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[6027533, 120806, 22552, 516, 1193, "Input",ExpressionUUID->"b45f90a0-be1b-4170-a5d1-05144cfce001"],
-Cell[6050088, 121324, 292219, 5525, 1289, "Output",ExpressionUUID->"dd009d6b-c17e-4b06-83fb-80641d8e7b7f"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[6342344, 126854, 16067, 361, 949, "Input",ExpressionUUID->"670cab50-6464-4f69-b16f-74bdc00ffa8b"],
-Cell[6358414, 127217, 349647, 6541, 1313, "Output",ExpressionUUID->"85913e2e-d1a2-4c99-9581-c8e2377b6609"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[6708110, 133764, 730, 13, 36, "Subsubsection",ExpressionUUID->"45ae8062-49d4-4e88-a93d-b407c3705e60"],
-Cell[CellGroupData[{
-Cell[6708865, 133781, 17404, 393, 642, "Input",ExpressionUUID->"4d352f26-b8b8-404e-80fe-80c6db32a358"],
-Cell[6726272, 134176, 30382, 614, 630, "Output",ExpressionUUID->"17979923-a069-4a4d-a7ff-e4e12ff780ce"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[6756703, 134796, 633, 12, 36, "Subsubsection",ExpressionUUID->"5ddfab41-d0d6-4afe-a1fa-a82f3ff340b0"],
-Cell[CellGroupData[{
-Cell[6757361, 134812, 17702, 401, 726, "Input",ExpressionUUID->"1db7421b-8508-433c-be7a-cb346d8e351a"],
-Cell[6775066, 135215, 29894, 605, 630, "Output",ExpressionUUID->"2f8e4b51-8ffa-427b-8b95-facc586dc5c4"],
-Cell[6804963, 135822, 21636, 436, 646, "Output",ExpressionUUID->"9ec73646-2aab-45df-b4be-199b033b9ac8"],
-Cell[6826602, 136260, 26073, 526, 630, "Output",ExpressionUUID->"29ade005-a464-4181-b5d2-ab3b6fc49f4f"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[6852736, 136793, 211, 4, 38, "Subsection",ExpressionUUID->"ebd9d2d3-8578-4e88-9c33-be9e22161131"],
-Cell[CellGroupData[{
-Cell[6852972, 136801, 160, 3, 45, "Subsubsection",ExpressionUUID->"e78b4e95-2b4d-4d82-99c5-9be6f114a037"],
-Cell[6853135, 136806, 481, 11, 89, "Input",ExpressionUUID->"ff395d89-6534-42e4-9d67-65463ac7c5cb",
- InitializationCell->True],
-Cell[6853619, 136819, 3121, 72, 320, "Input",ExpressionUUID->"cf0e8cee-80b4-479d-a37e-48ee03d75c07",
- InitializationCell->True],
-Cell[6856743, 136893, 3357, 75, 341, "Input",ExpressionUUID->"200b6655-02a0-4b98-91e6-d144e70af0d1",
- InitializationCell->True]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[6860137, 136973, 417, 9, 36, "Subsubsection",ExpressionUUID->"32a07df2-016c-406d-b6c3-c8dd30eaeac9"],
-Cell[6860557, 136984, 29637, 656, 2404, "Input",ExpressionUUID->"13b97149-b35f-46e5-bbb1-d48eb33914d3"],
-Cell[CellGroupData[{
-Cell[6890219, 137644, 11190, 257, 600, "Input",ExpressionUUID->"d9806a2e-7e2d-4a27-8f06-ae6d207772c2"],
-Cell[6901412, 137903, 50819, 954, 622, "Output",ExpressionUUID->"6da3a8a2-5671-43fd-974f-e82633634682"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[6952280, 138863, 369, 9, 36, "Subsubsection",ExpressionUUID->"de9642f0-041a-4781-a2cf-c4a5f93f0643"],
-Cell[6952652, 138874, 29590, 655, 2404, "Input",ExpressionUUID->"c604e46f-e6d3-4ede-9768-2c6c9d0b50b7"],
-Cell[CellGroupData[{
-Cell[6982267, 139533, 11142, 257, 600, "Input",ExpressionUUID->"0a87322a-a4f5-4e50-a2de-5bae250c08f6"],
-Cell[6993412, 139792, 53432, 1014, 633, "Output",ExpressionUUID->"a7be4eb1-5a72-48f2-aa3b-c8e0817e2bde"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[7046893, 140812, 415, 9, 36, "Subsubsection",ExpressionUUID->"a01bea1f-79ff-4b5a-921a-f4ae146596ad"],
-Cell[7047311, 140823, 29613, 656, 2404, "Input",ExpressionUUID->"3ad5e18f-5114-4bec-8738-af98eeee5bd0"],
-Cell[CellGroupData[{
-Cell[7076949, 141483, 11025, 255, 600, "Input",ExpressionUUID->"1ce2bc36-b9f5-4e67-b967-f5bea059c430"],
-Cell[7087977, 141740, 47431, 893, 589, "Output",ExpressionUUID->"bc0a41c9-5e94-4254-b52f-af9099c1c4d4"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[7135457, 142639, 292, 7, 36, "Subsubsection",ExpressionUUID->"fbabb15d-71a9-4712-9389-b2684fdc4557"],
-Cell[7135752, 142648, 29734, 657, 2404, "Input",ExpressionUUID->"b977b9c4-749d-4dd0-821c-842a6d29c987"],
-Cell[CellGroupData[{
-Cell[7165511, 143309, 15107, 347, 894, "Input",ExpressionUUID->"cdf7b4c5-8db6-4927-8a05-41e9c98b3234"],
-Cell[7180621, 143658, 49068, 928, 618, "Output",ExpressionUUID->"bd7820ca-b498-489f-9a87-ee4931189e57"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[7229738, 144592, 360, 9, 36, "Subsubsection",ExpressionUUID->"effe8284-761d-4d1a-9fbe-f4f50962e0ba"],
-Cell[7230101, 144603, 29640, 656, 2404, "Input",ExpressionUUID->"e60e6860-d1d7-49c5-9d4e-58d04afc0146"],
-Cell[CellGroupData[{
-Cell[7259766, 145263, 10949, 254, 600, "Input",ExpressionUUID->"85686966-02f1-413e-a0b9-93d89d422f30"],
-Cell[7270718, 145519, 49277, 935, 652, "Output",ExpressionUUID->"4b8c3b55-fc55-4a9a-8d2a-846cb3727482"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[7320044, 146460, 311, 8, 36, "Subsubsection",ExpressionUUID->"3beb515a-25a0-4fad-8948-c5d2adb5342f"],
-Cell[7320358, 146470, 29616, 656, 2404, "Input",ExpressionUUID->"1f972af2-9518-4e12-a363-1cb335d81abc"],
-Cell[CellGroupData[{
-Cell[7349999, 147130, 13902, 323, 852, "Input",ExpressionUUID->"534114c1-ac77-4578-8df6-3cee3db6bf96"],
-Cell[7363904, 147455, 49074, 931, 642, "Output",ExpressionUUID->"6ff6dd3f-3daa-49c0-a19a-1eb1ffb85c19"],
-Cell[7412981, 148388, 269029, 5223, 644, "Output",ExpressionUUID->"c9f13280-6423-47aa-abf8-0a103b8c1913"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[7682059, 153617, 362, 9, 36, "Subsubsection",ExpressionUUID->"08c22549-4d4c-43dc-ad2a-967b17fd7d06"],
-Cell[7682424, 153628, 29636, 656, 2404, "Input",ExpressionUUID->"a82410e9-49b9-4f7b-905e-a67e59b1df71"],
-Cell[CellGroupData[{
-Cell[7712085, 154288, 16518, 389, 1062, "Input",ExpressionUUID->"1dabc1b6-3f32-401b-a52e-0f9b1eea6cd5"],
-Cell[7728606, 154679, 199341, 3853, 627, "Output",ExpressionUUID->"f96716d7-074c-4cb2-8ff3-e6b0e027cec9"],
-Cell[7927950, 158534, 270047, 5238, 644, "Output",ExpressionUUID->"dacba230-69b9-47d3-b4d4-e005927a80a1"]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[8198046, 163778, 161, 3, 45, "Subsubsection",ExpressionUUID->"62ad10d9-aab8-4ffb-b065-959b2f3dda81"],
-Cell[CellGroupData[{
-Cell[8198232, 163785, 384, 10, 30, "Input",ExpressionUUID->"68d9e313-6683-42ec-aa61-7f49c7b55d3f"],
-Cell[8198619, 163797, 308928, 5809, 627, "Output",ExpressionUUID->"4ed5c54c-3c1f-4eb6-ac23-89ae3819b95f"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8507608, 169613, 203, 4, 38, "Subsection",ExpressionUUID->"3133f70e-0463-457f-92c3-b2cd21d876ab"],
-Cell[CellGroupData[{
-Cell[8507836, 169621, 216, 4, 45, "Subsubsection",ExpressionUUID->"4eb7e228-b1d8-4015-aa3d-d7cb336d5364"],
-Cell[CellGroupData[{
-Cell[8508077, 169629, 829, 22, 30, "Input",ExpressionUUID->"84a0931a-b680-4c0b-89c4-a7e6d7a06d29"],
-Cell[8508909, 169653, 31776, 901, 348, "Output",ExpressionUUID->"e220215a-8884-44a5-85f7-47bf04684956"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8540734, 170560, 170, 3, 37, "Subsubsection",ExpressionUUID->"e62751b3-c3de-4e65-956b-69093f124aef"],
-Cell[CellGroupData[{
-Cell[8540929, 170567, 778, 21, 30, "Input",ExpressionUUID->"822c8368-39b4-4f3e-aaa3-bc2f3ea400f5"],
-Cell[8541710, 170590, 18095, 399, 70, "Output",ExpressionUUID->"ece5f65d-f2f6-4f6b-99b6-f5233814f55e"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8559854, 170995, 173, 3, 37, "Subsubsection",ExpressionUUID->"8e56e7c7-2eb7-4f5c-a448-0cf25a7590d3"],
-Cell[CellGroupData[{
-Cell[8560052, 171002, 788, 22, 30, "Input",ExpressionUUID->"b4696339-2454-4c45-a1ef-d1199c92743b"],
-Cell[8560843, 171026, 254, 5, 70, "Print",ExpressionUUID->"5a57ff7e-d3c6-4131-9251-43e99ce1ac11"],
-Cell[8561100, 171033, 75737, 2022, 70, "Output",ExpressionUUID->"d9420052-5a96-468b-b5b7-9fb14bd8c399"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8636886, 173061, 208, 4, 37, "Subsubsection",ExpressionUUID->"21c7a26a-f117-444e-8eb4-7be714ed8674"],
-Cell[CellGroupData[{
-Cell[8637119, 173069, 2084, 55, 52, "Input",ExpressionUUID->"54d9a0c4-1b37-437a-b61f-f2b419934be3"],
-Cell[8639206, 173126, 1565, 37, 75, "Output",ExpressionUUID->"9f0e5df1-b1c1-4c73-b2b1-3523fc2a7147"],
-Cell[8640774, 173165, 348, 6, 24, "Print",ExpressionUUID->"51b20ae3-526e-4ad7-8319-19ed6b93d10b"],
-Cell[8641125, 173173, 1565, 37, 75, "Output",ExpressionUUID->"29f1e05a-0ed4-4daf-af3e-57010efc4df1"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[8642727, 173215, 2379, 53, 73, "Input",ExpressionUUID->"1b5da799-94ae-446c-a7b9-c79af683bd39"],
-Cell[8645109, 173270, 2622, 69, 180, "Output",ExpressionUUID->"13c7b631-676f-4af3-b7ad-07b39ba5b664"],
-Cell[8647734, 173341, 3142, 73, 180, "Output",ExpressionUUID->"55681e24-cfcf-4972-805d-f8bd36ab3b34"],
-Cell[8650879, 173416, 3106, 73, 180, "Output",ExpressionUUID->"e7eed4a8-7335-4f56-8927-1784002740b5"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8654034, 173495, 157, 3, 37, "Subsubsection",ExpressionUUID->"9d22f205-74b2-4355-8479-7fee69c26392"],
-Cell[CellGroupData[{
-Cell[8654216, 173502, 1145, 26, 52, "Input",ExpressionUUID->"6a632419-f085-421b-9b63-06c9c61778cb"],
-Cell[8655364, 173530, 4167, 89, 170, "Output",ExpressionUUID->"6482dd23-40c0-47ab-8e75-4f2e5661833e"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[8659568, 173624, 1144, 26, 52, "Input",ExpressionUUID->"1b65d1c8-f7fa-4940-a8c0-263f26e2b724"],
-Cell[8660715, 173652, 4251, 90, 170, "Output",ExpressionUUID->"485d99d3-dc62-4ecb-ac7c-fe4cf6e8d49d"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8665027, 173749, 178, 3, 38, "Subsection",ExpressionUUID->"193f60ab-232d-47a5-8a41-c77bea81b52e"],
-Cell[CellGroupData[{
-Cell[8665230, 173756, 216, 4, 45, "Subsubsection",ExpressionUUID->"6bdbddb3-b04e-4799-9f09-1c6781039ea5"],
-Cell[CellGroupData[{
-Cell[8665471, 173764, 757, 21, 30, "Input",ExpressionUUID->"035d9db1-eded-4ae9-bd96-553790110145"],
-Cell[8666231, 173787, 32940, 898, 320, "Output",ExpressionUUID->"8a469450-fec2-44c5-8fd5-19b1d1fa4b41"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[8699208, 174690, 788, 22, 30, "Input",ExpressionUUID->"e300e8a3-26a2-4cef-af95-88b3bf9d617a"],
-Cell[8699999, 174714, 34593, 951, 354, "Output",ExpressionUUID->"c951ec4b-92dc-4da6-bff1-30f989c8a3ef"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8734641, 175671, 195, 3, 37, "Subsubsection",ExpressionUUID->"ef842d39-ccee-4170-99b1-57b2e245b944"],
-Cell[CellGroupData[{
-Cell[8734861, 175678, 756, 21, 30, "Input",ExpressionUUID->"74c9fad7-346c-4a05-87e6-b8b46f49e20d"],
-Cell[8735620, 175701, 253, 5, 70, "Print",ExpressionUUID->"3d980a45-7cdc-4b97-9d73-6ed5fbffc401"],
-Cell[8735876, 175708, 73500, 1966, 70, "Output",ExpressionUUID->"31a7cafd-1a51-43c2-894f-eca7eb462b84"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8809425, 177680, 173, 3, 37, "Subsubsection",ExpressionUUID->"fe2d6761-5e2b-4eed-a1a0-8c67c1180f30"],
-Cell[CellGroupData[{
-Cell[8809623, 177687, 722, 21, 30, "Input",ExpressionUUID->"89b28521-5bad-4982-bc63-022e6825062a"],
-Cell[8810348, 177710, 229, 4, 24, "Print",ExpressionUUID->"9bdb6148-e97e-4c2f-8bd0-93b0bb5c0b73"],
-Cell[8810580, 177716, 75621, 2020, 550, "Output",ExpressionUUID->"8aa26246-8e95-4ba1-9330-869b82d2b124"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8886250, 179742, 208, 4, 37, "Subsubsection",ExpressionUUID->"e50fbaaa-b7ea-4e0b-97ce-d964e1b76ae9"],
-Cell[CellGroupData[{
-Cell[8886483, 179750, 2034, 54, 52, "Input",ExpressionUUID->"f790e697-950f-4ebc-b342-17c03c3951d3"],
-Cell[8888520, 179806, 253, 5, 24, "Print",ExpressionUUID->"d08af7a9-5b35-484e-bcb2-df38ee083b9d"],
-Cell[8888776, 179813, 1590, 38, 75, "Output",ExpressionUUID->"4b86c747-d369-478c-82a1-a88fe881dce2"],
-Cell[8890369, 179853, 253, 5, 24, "Print",ExpressionUUID->"176a3c2a-d87b-4f71-8d50-06c20c4e71d4"],
-Cell[8890625, 179860, 1591, 38, 75, "Output",ExpressionUUID->"79d2f9d1-949c-44fe-9fb7-343844aafd76"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[8892253, 179903, 3674, 90, 136, "Input",ExpressionUUID->"cc0986cf-b611-4002-9d62-b8a934d1992b"],
-Cell[8895930, 179995, 4008, 97, 128, "Output",ExpressionUUID->"5143c7c0-7cf0-48e2-97ac-c3c4a61b7974"],
-Cell[8899941, 180094, 4026, 97, 128, "Output",ExpressionUUID->"cd01f8b7-9ea1-47c2-a60b-748fbbff6b20"],
-Cell[8903970, 180193, 4035, 97, 70, "Output",ExpressionUUID->"701dcbe1-73ce-46f4-a781-ff104665a0d4"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8908054, 180296, 210, 4, 37, "Subsubsection",ExpressionUUID->"dbf537e7-1c5d-45dc-af40-a300842cd416"],
-Cell[CellGroupData[{
-Cell[8908289, 180304, 2607, 65, 94, "Input",ExpressionUUID->"046877dc-70e5-47df-a482-d17197b2cfcf"],
-Cell[8910899, 180371, 4384, 101, 128, "Output",ExpressionUUID->"e06805e2-c057-4de5-be7c-5b0ac0655ec2"],
-Cell[8915286, 180474, 4320, 100, 128, "Output",ExpressionUUID->"9e04a7fb-5819-438d-b649-d012096d22b7"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8919667, 180581, 155, 3, 38, "Subsection",ExpressionUUID->"42370903-32f2-402b-ae7f-df3a3b6bf3aa"],
-Cell[CellGroupData[{
-Cell[8919847, 180588, 216, 4, 45, "Subsubsection",ExpressionUUID->"d67b63c0-2997-4cc2-afde-fb7d5b4cd7ca"],
-Cell[CellGroupData[{
-Cell[8920088, 180596, 783, 22, 30, "Input",ExpressionUUID->"07886d29-b0d2-4203-844b-226ec4b17d91"],
-Cell[8920874, 180620, 32942, 898, 70, "Output",ExpressionUUID->"751199e3-44f5-45c2-9df7-e11331e1c030"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[8953853, 181523, 764, 22, 30, "Input",ExpressionUUID->"99b60524-2bd4-4af3-854d-a606353ad311"],
-Cell[8954620, 181547, 34572, 951, 70, "Output",ExpressionUUID->"7d38df01-ed9c-461b-868b-c6c1bf36b3a7"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[8989229, 182503, 221, 4, 30, "Input",ExpressionUUID->"4be2bf33-1ac8-4f1b-be19-f1adb914c115"],
-Cell[8989453, 182509, 1827, 42, 70, "Output",ExpressionUUID->"fa39c2a1-cb7f-4922-8b44-ae9db9fa35d2"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[8991317, 182556, 155, 3, 30, "Input",ExpressionUUID->"ed84f834-e5b9-4717-b9a1-fdd0d972a5ee"],
-Cell[8991475, 182561, 1759, 41, 70, "Output",ExpressionUUID->"cd0a0168-ac00-4767-aad7-5048dbbe32c8"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[8993283, 182608, 170, 3, 37, "Subsubsection",ExpressionUUID->"5a0bd14f-47bc-4798-ac36-524d4aa66090"],
-Cell[CellGroupData[{
-Cell[8993478, 182615, 778, 21, 30, "Input",ExpressionUUID->"257ffd28-a349-4abe-8204-430b70383834"],
-Cell[8994259, 182638, 73544, 1965, 70, "Output",ExpressionUUID->"2cf6e2af-95ce-468f-aa5a-19a728d720f4"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9067852, 184609, 173, 3, 37, "Subsubsection",ExpressionUUID->"94e9521a-e649-4518-9b87-6a982b53dec5"],
-Cell[CellGroupData[{
-Cell[9068050, 184616, 788, 22, 30, "Input",ExpressionUUID->"e149e7c5-6e30-4aaa-a7a3-5a3a6482561b"],
-Cell[9068841, 184640, 75714, 2022, 70, "Output",ExpressionUUID->"80757f59-d747-4f3a-8401-4cf327d89c8c"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9144604, 186668, 208, 4, 37, "Subsubsection",ExpressionUUID->"ac9d0bec-8868-4109-8d5b-4f2ab387ab51"],
-Cell[CellGroupData[{
-Cell[9144837, 186676, 2085, 55, 52, "Input",ExpressionUUID->"9cd5a69f-a91c-45b0-8d60-17e1236d9972"],
-Cell[9146925, 186733, 1605, 38, 75, "Output",ExpressionUUID->"36d357de-5b6a-4965-a0c1-3dc8421cb00f"],
-Cell[9148533, 186773, 1601, 38, 75, "Output",ExpressionUUID->"f483a39e-bb67-4188-9767-9ff147d3caf7"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9150171, 186816, 3720, 90, 136, "Input",ExpressionUUID->"55e9690e-7d83-4feb-8d19-232bd4ffdd8d"],
-Cell[9153894, 186908, 4031, 97, 128, "Output",ExpressionUUID->"0e6bf3d9-e39c-4efe-ba87-2fcada462708"],
-Cell[9157928, 187007, 4036, 97, 70, "Output",ExpressionUUID->"b364daaf-837e-496f-a427-688bd46e5aa5"],
-Cell[9161967, 187106, 4033, 97, 70, "Output",ExpressionUUID->"8075da65-40eb-45b1-9c61-7fac3ca46007"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9166049, 187209, 210, 4, 37, "Subsubsection",ExpressionUUID->"59428d1b-6ee8-4007-8b7a-1def01f9b0fa"],
-Cell[CellGroupData[{
-Cell[9166284, 187217, 2658, 66, 94, "Input",ExpressionUUID->"7a673b5a-594a-4bdb-a6a5-c34aa2f2c2f9"],
-Cell[9168945, 187285, 4202, 99, 128, "Output",ExpressionUUID->"bb61a80f-feea-4ae5-8ca9-8e9d7e060db8"],
-Cell[9173150, 187386, 4135, 98, 128, "Output",ExpressionUUID->"bc13e8b8-7456-4cf1-8b58-60bfc502b18f"]
-}, Open  ]]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9177346, 187491, 155, 3, 38, "Subsection",ExpressionUUID->"7d9ef6e9-0bfb-4368-b547-0e9fa6e2c3c0"],
-Cell[CellGroupData[{
-Cell[9177526, 187498, 216, 4, 45, "Subsubsection",ExpressionUUID->"976a02a5-500e-44bc-b077-eeeb7119e02d"],
-Cell[CellGroupData[{
-Cell[9177767, 187506, 805, 22, 30, "Input",ExpressionUUID->"83521985-a903-4df9-b078-ebe20ea0420d"],
-Cell[9178575, 187530, 32940, 898, 70, "Output",ExpressionUUID->"88c7855d-b193-4925-a19a-4b029ed3be4f"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9211552, 188433, 764, 22, 30, "Input",ExpressionUUID->"fc1041ba-59ae-4a3e-9f58-3fe7964f03bc"],
-Cell[9212319, 188457, 34572, 951, 70, "Output",ExpressionUUID->"4237800e-50a4-4f97-bace-dd7d73a4d962"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9246940, 189414, 170, 3, 37, "Subsubsection",ExpressionUUID->"25e7bdd2-77a3-4e66-a7ea-48bd304fbafc"],
-Cell[CellGroupData[{
-Cell[9247135, 189421, 778, 21, 30, "Input",ExpressionUUID->"a9cc9ddb-732a-49e2-a642-12500a14992c"],
-Cell[9247916, 189444, 73527, 1965, 70, "Output",ExpressionUUID->"3b6dc3af-0f79-4b5d-a0ec-e5c9e370d20e"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9321492, 191415, 173, 3, 37, "Subsubsection",ExpressionUUID->"626a8c69-01ba-466d-b193-84baab6da644"],
-Cell[CellGroupData[{
-Cell[9321690, 191422, 788, 22, 30, "Input",ExpressionUUID->"9961ead0-d2f7-4818-9b08-79f5c2c7d7c1"],
-Cell[9322481, 191446, 75693, 2022, 70, "Output",ExpressionUUID->"f017cc49-f6f9-4d22-bcb3-484aadd88fc2"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9398223, 193474, 208, 4, 37, "Subsubsection",ExpressionUUID->"f06a07d4-0046-4156-bbd5-3dc88b6785fd"],
-Cell[CellGroupData[{
-Cell[9398456, 193482, 2130, 55, 52, "Input",ExpressionUUID->"d3f4ac86-d553-457e-bbf6-e89ce3d76b7a"],
-Cell[9400589, 193539, 1609, 38, 70, "Output",ExpressionUUID->"954e58f7-48c8-46d2-89ab-4108ade36039"],
-Cell[9402201, 193579, 1607, 38, 70, "Output",ExpressionUUID->"5c634fdd-afb2-41a0-8f51-b5168eb40581"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9403845, 193622, 3769, 91, 136, "Input",ExpressionUUID->"337241d2-fa4c-49e8-b7ac-8caf9bdd1d77"],
-Cell[9407617, 193715, 4034, 97, 70, "Output",ExpressionUUID->"51c4f549-22d7-4935-8e0f-7f3953be8995"],
-Cell[9411654, 193814, 4037, 97, 70, "Output",ExpressionUUID->"54f875e9-deae-4886-8fc5-f1985ed050b1"],
-Cell[9415694, 193913, 4034, 97, 70, "Output",ExpressionUUID->"d693f5ae-158a-4550-899f-52b0eb7ff56c"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9419777, 194016, 210, 4, 37, "Subsubsection",ExpressionUUID->"82a8873d-7160-4230-a768-9af786eb6f36"],
-Cell[CellGroupData[{
-Cell[9420012, 194024, 2706, 66, 94, "Input",ExpressionUUID->"fc2106f3-1e7d-48b3-97db-b8701a12edd5"],
-Cell[9422721, 194092, 4183, 99, 70, "Output",ExpressionUUID->"fae16583-61fe-4bde-adc1-59801dd71f30"],
-Cell[9426907, 194193, 4182, 98, 70, "Output",ExpressionUUID->"f3346309-9084-4a48-af9f-d4228225c3f3"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9431150, 194298, 155, 3, 38, "Subsection",ExpressionUUID->"10dee545-9ea2-4d54-a10c-01566f0a04b3"],
-Cell[CellGroupData[{
-Cell[9431330, 194305, 216, 4, 45, "Subsubsection",ExpressionUUID->"9cc312ec-50b9-4c82-b34c-99e9cf44ab5c"],
-Cell[CellGroupData[{
-Cell[9431571, 194313, 807, 22, 30, "Input",ExpressionUUID->"f00ee4d0-c04a-4ae0-ab51-26f562e61488"],
-Cell[9432381, 194337, 393, 7, 70, "Print",ExpressionUUID->"e9689311-f558-441f-a740-b7114ce85e0a"],
-Cell[9432777, 194346, 32947, 898, 70, "Output",ExpressionUUID->"8866a2cc-b87b-4859-b1cd-bbc97bf8797f"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9465761, 195249, 790, 22, 30, "Input",ExpressionUUID->"8637174f-2bed-4b6e-b412-87c574135c4e"],
-Cell[9466554, 195273, 34572, 951, 70, "Output",ExpressionUUID->"f3a84dae-a73e-4dbc-9f10-8576058f54da"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9501175, 196230, 170, 3, 37, "Subsubsection",ExpressionUUID->"f42f398f-8030-4cda-b96b-b598bdf0276e"],
-Cell[CellGroupData[{
-Cell[9501370, 196237, 778, 21, 30, "Input",ExpressionUUID->"fa8d08ee-23a6-4f5d-91eb-9369c26f3282"],
-Cell[9502151, 196260, 73543, 1964, 70, "Output",ExpressionUUID->"0c2e1dcf-4821-4cd4-acb3-d5a36d5ddf49"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9575743, 198230, 173, 3, 37, "Subsubsection",ExpressionUUID->"9b6c8d14-883e-49f2-9ef2-9c197778dc98"],
-Cell[CellGroupData[{
-Cell[9575941, 198237, 786, 22, 30, "Input",ExpressionUUID->"e313f84b-0e17-484d-97b9-305e3e1605de"],
-Cell[9576730, 198261, 75671, 2020, 550, "Output",ExpressionUUID->"0d6cc872-0dee-4845-b570-1f0afe488cf0"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9652450, 200287, 208, 4, 37, "Subsubsection",ExpressionUUID->"caa40e84-8de2-4028-a057-9c8200d2cbe2"],
-Cell[CellGroupData[{
-Cell[9652683, 200295, 2131, 55, 52, "Input",ExpressionUUID->"b8926155-ca99-4264-926f-09911ba5b5dd"],
-Cell[9654817, 200352, 1606, 38, 75, "Output",ExpressionUUID->"80ab2719-6cfd-46c4-8d95-eccb023a9a4e"],
-Cell[9656426, 200392, 1601, 38, 75, "Output",ExpressionUUID->"374f112e-6e19-462b-af76-dc420af1e67b"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9658064, 200435, 3771, 91, 136, "Input",ExpressionUUID->"f90ee203-5ef7-49df-bb5e-1f1970a03aea"],
-Cell[9661838, 200528, 4042, 97, 128, "Output",ExpressionUUID->"83a866ee-0992-463d-a046-f3fefed3c791"],
-Cell[9665883, 200627, 4030, 97, 128, "Output",ExpressionUUID->"b4476887-cfa2-41fc-b266-0debac4ae671"],
-Cell[9669916, 200726, 4037, 97, 128, "Output",ExpressionUUID->"040db6b8-34e7-4660-bad1-9cd4dbfb23b6"]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9674002, 200829, 210, 4, 45, "Subsubsection",ExpressionUUID->"e3fda7a0-d7dc-48e9-8b37-4c152295a7fd"],
-Cell[CellGroupData[{
-Cell[9674237, 200837, 2706, 66, 94, "Input",ExpressionUUID->"9b1b0edf-c4cf-43e3-9e3e-88d64f745542"],
-Cell[9676946, 200905, 4201, 99, 70, "Output",ExpressionUUID->"42b3e2b6-f576-46d3-bf7c-bc6c18c32191"],
-Cell[9681150, 201006, 4175, 98, 70, "Output",ExpressionUUID->"5fdaf50f-5b4a-4012-9136-037e4527db9b"]
-}, Open  ]]
-}, Closed]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9685386, 201111, 155, 3, 54, "Subsection",ExpressionUUID->"1b6189ea-11df-4fa1-9011-09e99baa85f8"],
-Cell[CellGroupData[{
-Cell[9685566, 201118, 216, 4, 45, "Subsubsection",ExpressionUUID->"6de3f65a-8d72-43a4-8960-333baea51c43"],
-Cell[CellGroupData[{
-Cell[9685807, 201126, 805, 22, 30, "Input",ExpressionUUID->"8a548e7d-0e33-4efe-b098-de23dcb74299"],
-Cell[9686615, 201150, 32952, 898, 70, "Output",ExpressionUUID->"de52de05-d0dc-46c5-82aa-20c158444735"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9719604, 202053, 766, 22, 30, "Input",ExpressionUUID->"2dcae7c9-03d1-4c56-a98a-e84f55c2d916"],
-Cell[9720373, 202077, 34582, 951, 70, "Output",ExpressionUUID->"73840fe0-529b-4b39-8206-1276195a53ae"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9755004, 203034, 170, 3, 37, "Subsubsection",ExpressionUUID->"77c689b3-1216-4bc5-be9a-0282e0e20d6b"],
-Cell[CellGroupData[{
-Cell[9755199, 203041, 780, 21, 30, "Input",ExpressionUUID->"0f847322-87bb-4864-8d5f-7fbbae70015c"],
-Cell[9755982, 203064, 73504, 1964, 550, "Output",ExpressionUUID->"e10c70b4-c8c7-4934-8c24-28fe9842fe50"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9829535, 205034, 173, 3, 37, "Subsubsection",ExpressionUUID->"310ff81a-d396-4049-8e0e-3e6d0ee3cf86"],
-Cell[CellGroupData[{
-Cell[9829733, 205041, 790, 22, 30, "Input",ExpressionUUID->"18ffe918-d86f-4df2-8850-0e7194c0cb22"],
-Cell[9830526, 205065, 75665, 2020, 550, "Output",ExpressionUUID->"5c38cd63-33bd-433b-b73d-49fb2e807993"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9906240, 207091, 208, 4, 37, "Subsubsection",ExpressionUUID->"8d576e82-94fd-436b-b4d9-c544d5a708d2"],
-Cell[CellGroupData[{
-Cell[9906473, 207099, 2133, 55, 52, "Input",ExpressionUUID->"e4251781-fc50-4dbf-a43a-0f8081d505c9"],
-Cell[9908609, 207156, 1599, 38, 75, "Output",ExpressionUUID->"6f2c770d-9694-4b3c-842e-8a4d73fbcd91"],
-Cell[9910211, 207196, 1600, 38, 75, "Output",ExpressionUUID->"cb3a2188-73d2-4dfa-9d5c-8976f8ca8635"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9911848, 207239, 3773, 91, 136, "Input",ExpressionUUID->"49cac8eb-8ed8-44af-a1df-66a9dfc74a4d"],
-Cell[9915624, 207332, 4050, 97, 128, "Output",ExpressionUUID->"2e2f2614-4498-43d7-ad6e-7a9f236e0849"],
-Cell[9919677, 207431, 4044, 97, 70, "Output",ExpressionUUID->"76e86c9f-a764-4069-93ea-e53a85799831"],
-Cell[9923724, 207530, 4046, 97, 70, "Output",ExpressionUUID->"a5d42cf4-5bf5-4266-9876-3b6edb4584b3"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9927819, 207633, 210, 4, 37, "Subsubsection",ExpressionUUID->"1bbc1c72-d9ad-4d02-a326-47a71e6dadfe"],
-Cell[CellGroupData[{
-Cell[9928054, 207641, 2703, 66, 94, "Input",ExpressionUUID->"7aa59dcf-ab6d-48ae-a7c3-298562b226c7"],
-Cell[9930760, 207709, 4191, 99, 70, "Output",ExpressionUUID->"8ee6d756-e0c8-4822-98fa-b9bbaf009d8e"],
-Cell[9934954, 207810, 4179, 98, 70, "Output",ExpressionUUID->"e278b0ae-7e63-4007-b267-bbbe5e663749"]
-}, Open  ]]
-}, Closed]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[9939194, 207915, 182, 3, 38, "Subsection",ExpressionUUID->"f77efbcc-735f-421e-bdc1-61fbd8989401"],
-Cell[CellGroupData[{
-Cell[9939401, 207922, 216, 4, 45, "Subsubsection",ExpressionUUID->"754258d6-c568-4028-ac80-6416e83a482e"],
-Cell[CellGroupData[{
-Cell[9939642, 207930, 664, 19, 30, "Input",ExpressionUUID->"022d7451-e369-419b-857b-a146575c6187"],
-Cell[9940309, 207951, 31401, 871, 320, "Output",ExpressionUUID->"b7eeae6e-dfd6-4946-bb51-d5501ec254b8"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[9971747, 208827, 805, 22, 30, "Input",ExpressionUUID->"d4751674-d14b-427f-93de-16dbf05ec9d6"],
-Cell[9972555, 208851, 32971, 898, 320, "Output",ExpressionUUID->"e8d5bde0-8ebf-4ed9-bb08-171793616faf"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10005563, 209754, 790, 22, 30, "Input",ExpressionUUID->"0b223b3e-215b-440b-aedf-08c8c9fe2719"],
-Cell[CellGroupData[{
-Cell[10006378, 209780, 497, 11, 24, "Print",ExpressionUUID->"ec57c141-3719-4398-b86f-e8a42d5d87d3"],
-Cell[10006878, 209793, 494, 11, 24, "Print",ExpressionUUID->"12b49c8d-880a-48fc-ad72-f635c89b47f6"],
-Cell[10007375, 209806, 492, 11, 24, "Print",ExpressionUUID->"033b6e0a-0a9e-4579-a4d0-e286789a7030"],
-Cell[10007870, 209819, 493, 11, 24, "Print",ExpressionUUID->"6426b305-ded3-4a5b-b8ed-025cfefaf5fd"],
-Cell[10008366, 209832, 485, 10, 24, "Print",ExpressionUUID->"0569825c-0a3c-4c7f-ae2e-07eeb7a4c524"],
-Cell[10008854, 209844, 582, 13, 24, "Print",ExpressionUUID->"4dde836f-2c92-4827-b67b-46abb78a044f"],
-Cell[10009439, 209859, 1497, 27, 27, "Print",ExpressionUUID->"3a83d509-2858-4cf9-aa58-a10fe281a723"]
-}, Open  ]],
-Cell[10010951, 209889, 33320, 928, 354, "Output",ExpressionUUID->"e37febdb-d7b9-472c-b8f8-4b436bef3545"]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10044320, 210823, 170, 3, 45, "Subsubsection",ExpressionUUID->"12d78f77-5979-4f24-b869-ae76276bc6a0"],
-Cell[CellGroupData[{
-Cell[10044515, 210830, 778, 21, 30, "Input",ExpressionUUID->"039a6157-eddf-4f4c-8817-2f06fb6421bb"],
-Cell[10045296, 210853, 73545, 1964, 550, "Output",ExpressionUUID->"b9f80e57-690b-41b0-a471-012e1f538566"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10118890, 212823, 173, 3, 37, "Subsubsection",ExpressionUUID->"56fe3828-06ff-47c0-b817-c5e4b34f41d7"],
-Cell[CellGroupData[{
-Cell[10119088, 212830, 786, 22, 30, "Input",ExpressionUUID->"47befdf5-4e30-40ab-9da0-dcab6eca3e5c"],
-Cell[10119877, 212854, 75688, 2019, 70, "Output",ExpressionUUID->"708814d3-06b8-4d46-910d-b81092bc5767"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10195614, 214879, 208, 4, 37, "Subsubsection",ExpressionUUID->"a2df56a5-5a33-4fcb-956f-e7c763053ae1"],
-Cell[CellGroupData[{
-Cell[10195847, 214887, 2130, 55, 52, "Input",ExpressionUUID->"e0d9169f-1c57-4f72-8ad6-3621941b42b4"],
-Cell[10197980, 214944, 461, 7, 34, "Output",ExpressionUUID->"b6614c4f-a42c-4677-b033-93032cb5ae7e"],
-Cell[10198444, 214953, 461, 7, 34, "Output",ExpressionUUID->"c153f1a9-d877-40f9-b90f-1dc8795e4eae"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10198942, 214965, 3423, 86, 73, "Input",ExpressionUUID->"dea3afb6-c0a1-4e72-8d36-abd2e5f8d56b"],
-Cell[10202368, 215053, 3846, 94, 128, "Output",ExpressionUUID->"c781b1b5-e1b6-4581-a373-0d15bd10648e"],
-Cell[10206217, 215149, 3845, 94, 128, "Output",ExpressionUUID->"076e262d-8279-4c4f-8bc2-c4b57d752362"],
-Cell[10210065, 215245, 3845, 94, 128, "Output",ExpressionUUID->"2c25fb68-d806-42a3-a66e-2f773ab2d252"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10213947, 215344, 3771, 91, 73, "Input",ExpressionUUID->"d8e4c037-b3e7-49a2-9e0c-ba458f18d7cc"],
-Cell[10217721, 215437, 3900, 95, 128, "Output",ExpressionUUID->"d358d8a0-5f36-4c16-8766-4649efb56a7e"],
-Cell[10221624, 215534, 3905, 95, 128, "Output",ExpressionUUID->"c16a68b9-2fb2-4c96-9ec6-621994bf1305"],
-Cell[10225532, 215631, 3907, 95, 128, "Output",ExpressionUUID->"db1a5b8c-5eb2-4a15-a7c5-5ea881ff6a94"]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10229488, 215732, 210, 4, 45, "Subsubsection",ExpressionUUID->"de225739-f9b7-4744-b401-de9747c0544b"],
-Cell[CellGroupData[{
-Cell[10229723, 215740, 2706, 66, 94, "Input",ExpressionUUID->"9cc44426-f04c-43bc-a1d3-c8ab7f73ce0c"],
-Cell[10232432, 215808, 4046, 97, 128, "Output",ExpressionUUID->"71742dc8-b46b-4e5e-9b5a-542716af63a2"],
-Cell[10236481, 215907, 4054, 96, 128, "Output",ExpressionUUID->"70ff7d28-c092-4927-b3dc-b345a0305ece"]
-}, Open  ]]
-}, Closed]]
-}, Closed]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10240608, 216011, 160, 3, 67, "Section",ExpressionUUID->"0cf5029a-c295-4f81-81d9-c59ab38a6cd6"],
-Cell[CellGroupData[{
-Cell[10240793, 216018, 155, 3, 54, "Subsection",ExpressionUUID->"399c4cbb-a491-485e-a0af-c29d98a817c1"],
-Cell[CellGroupData[{
-Cell[10240973, 216025, 170, 3, 45, "Subsubsection",ExpressionUUID->"97c6283b-2073-4fa3-8cc2-1576eb0b50ec"],
-Cell[CellGroupData[{
-Cell[10241168, 216032, 802, 20, 30, "Input",ExpressionUUID->"b0cbf515-9ec5-4308-ab04-63fb8c4fdd1b"],
-Cell[10241973, 216054, 47854, 1287, 328, "Output",ExpressionUUID->"60f93be3-85df-4df1-b1c2-a4cc6216319a"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10289876, 217347, 173, 3, 37, "Subsubsection",ExpressionUUID->"c8b71a16-8493-4d89-854a-d23e1b5733cc"],
-Cell[CellGroupData[{
-Cell[10290074, 217354, 784, 21, 30, "Input",ExpressionUUID->"c0f4f246-a8fc-40fd-a509-a1ee9a6efdc8"],
-Cell[10290861, 217377, 49851, 1343, 362, "Output",ExpressionUUID->"981fda4c-eec7-45e1-a3ea-797b7b77165e"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10340761, 218726, 206, 4, 37, "Subsubsection",ExpressionUUID->"783a6690-0911-4012-96f1-1832fd010daa"],
-Cell[CellGroupData[{
-Cell[10340992, 218734, 1939, 52, 52, "Input",ExpressionUUID->"8f42c51e-4af6-4fd4-b648-ad88dc0af07c"],
-Cell[10342934, 218788, 1453, 35, 75, "Output",ExpressionUUID->"ea2bd096-fe86-4bb7-8ca6-c48f78aa9503"],
-Cell[10344390, 218825, 1527, 37, 75, "Output",ExpressionUUID->"b79bcf06-1f1f-4845-9ae0-c3a48e86ce24"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10345954, 218867, 2061, 45, 73, "Input",ExpressionUUID->"2c7923ac-5d05-4049-9d65-76710297345e"],
-Cell[10348018, 218914, 3061, 79, 180, "Output",ExpressionUUID->"7e265376-6561-4bc6-abe0-d9b76af9904a"],
-Cell[10351082, 218995, 3252, 80, 180, "Output",ExpressionUUID->"ed717238-f5fb-42cf-9eb2-90ab6461a59b"],
-Cell[10354337, 219077, 3358, 84, 180, "Output",ExpressionUUID->"ddadbaf6-8670-4067-af2e-e3fe082ca8fa"]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10357744, 219167, 159, 3, 37, "Subsubsection",ExpressionUUID->"683ba5f3-4b06-401d-9d43-56af8ec4cca1"],
-Cell[CellGroupData[{
-Cell[10357928, 219174, 1083, 25, 79, "Input",ExpressionUUID->"27e1234a-1ffc-450d-971f-33e4ef801c3b"],
-Cell[10359014, 219201, 4022, 88, 170, "Output",ExpressionUUID->"cbe49253-baa4-4ab5-a776-118510807652"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10363073, 219294, 1109, 25, 79, "Input",ExpressionUUID->"ec7160d4-3c2c-4992-a4d2-f918473db052"],
-Cell[10364185, 219321, 4383, 95, 170, "Output",ExpressionUUID->"3be2a67c-9a49-41db-b31b-9303f221bdb4"]
-}, Open  ]]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10368629, 219423, 155, 3, 54, "Subsection",ExpressionUUID->"03635dc1-7ed7-4b3b-b08d-536ab12eb856"],
-Cell[CellGroupData[{
-Cell[10368809, 219430, 170, 3, 45, "Subsubsection",ExpressionUUID->"37877007-fa2c-4077-99c1-3e968d22728d"],
-Cell[CellGroupData[{
-Cell[10369004, 219437, 796, 20, 30, "Input",ExpressionUUID->"01390d67-d15d-4641-b5ed-8e047edccf8c"],
-Cell[10369803, 219459, 47752, 1286, 70, "Output",ExpressionUUID->"0c28b243-673b-4466-a2e1-a9c2c837a4ed"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10417604, 220751, 173, 3, 37, "Subsubsection",ExpressionUUID->"df5fb33f-8cd5-43b3-9ecd-765d05c24611"],
-Cell[CellGroupData[{
-Cell[10417802, 220758, 813, 23, 30, "Input",ExpressionUUID->"d849899f-cc7a-4e35-8403-279b8a157b34"],
-Cell[10418618, 220783, 49758, 1343, 70, "Output",ExpressionUUID->"0e0221f0-6706-4d60-8675-0ec6ca07974e"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10468425, 222132, 206, 4, 37, "Subsubsection",ExpressionUUID->"50a5fd77-df81-4c3f-8867-d9ddda298713"],
-Cell[CellGroupData[{
-Cell[10468656, 222140, 1942, 53, 52, "Input",ExpressionUUID->"4b6b97c2-15f0-4c8c-9353-24c33131c47d"],
-Cell[10470601, 222195, 1442, 36, 70, "Output",ExpressionUUID->"c27de29c-1849-4c98-9388-fba3aee803cf"],
-Cell[10472046, 222233, 1461, 36, 70, "Output",ExpressionUUID->"fd4178ef-6c15-43fb-9417-4ba9b796bee3"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10473544, 222274, 2064, 46, 73, "Input",ExpressionUUID->"67ae8529-20b1-45e2-ad86-1dc896cc8484"],
-Cell[10475611, 222322, 3070, 78, 70, "Output",ExpressionUUID->"d243255e-dffe-4dce-932c-7bcec1b981ee"],
-Cell[10478684, 222402, 3179, 79, 70, "Output",ExpressionUUID->"5bd7b5ed-8836-4f47-a05c-7a89fc38bd76"],
-Cell[10481866, 222483, 3218, 81, 70, "Output",ExpressionUUID->"065476e1-fe91-4ca9-9c5e-d6878a1793d8"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10485133, 222570, 159, 3, 37, "Subsubsection",ExpressionUUID->"8d2eb298-c00c-4f5f-8f87-23a99493a0e2"],
-Cell[CellGroupData[{
-Cell[10485317, 222577, 1132, 26, 79, "Input",ExpressionUUID->"5c02262e-9224-4474-9742-615f02a0298a"],
-Cell[10486452, 222605, 4013, 87, 170, "Output",ExpressionUUID->"6674fb58-e184-451c-87d5-5e71e058a2bc"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10490502, 222697, 1163, 27, 79, "Input",ExpressionUUID->"03beb052-382e-411d-a6e5-f76d9ac40874"],
-Cell[10491668, 222726, 4342, 94, 170, "Output",ExpressionUUID->"1d6539f8-d739-44a6-9930-726ce2770d61"]
-}, Open  ]]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10496071, 222827, 155, 3, 38, "Subsection",ExpressionUUID->"b80576c9-5feb-42c8-b6de-f474856bee13"],
-Cell[CellGroupData[{
-Cell[10496251, 222834, 170, 3, 45, "Subsubsection",ExpressionUUID->"31cd9368-0093-41a7-ba77-370782e4b1da"],
-Cell[CellGroupData[{
-Cell[10496446, 222841, 800, 21, 30, "Input",ExpressionUUID->"bfdb7d93-3f7c-4147-9fbb-59d885667072"],
-Cell[10497249, 222864, 47755, 1286, 328, "Output",ExpressionUUID->"2da94e72-b484-4ae0-9f62-03ff28326e3e"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10545053, 224156, 173, 3, 37, "Subsubsection",ExpressionUUID->"b59b23e3-8e24-4763-a082-e87f734e2324"],
-Cell[CellGroupData[{
-Cell[10545251, 224163, 813, 23, 30, "Input",ExpressionUUID->"aa44f6fb-7532-4348-a55b-bdd8e95b6c2d"],
-Cell[10546067, 224188, 49730, 1342, 362, "Output",ExpressionUUID->"a9a960ae-966c-4376-80b0-e90a3f14431d"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10595846, 225536, 180, 3, 37, "Subsubsection",ExpressionUUID->"7d95fe2e-7b57-457c-b03c-723f52b4d936"],
-Cell[CellGroupData[{
-Cell[10596051, 225543, 1986, 53, 52, "Input",ExpressionUUID->"712be5e0-1ded-4316-8b67-46e261e01e34"],
-Cell[10598040, 225598, 1414, 35, 75, "Output",ExpressionUUID->"a753738e-c4d4-43d8-9b4b-f673cd46a52d"],
-Cell[10599457, 225635, 1423, 35, 75, "Output",ExpressionUUID->"f9746b9c-5034-488c-a5e3-4d9da3c16bd1"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10600917, 225675, 2113, 47, 73, "Input",ExpressionUUID->"3d2d760f-0607-4b28-a5a6-0e0f5531850a"],
-Cell[10603033, 225724, 3060, 78, 180, "Output",ExpressionUUID->"e888dbbf-b7e9-4356-b37c-5a0b7ea8ed6a"],
-Cell[10606096, 225804, 3140, 79, 180, "Output",ExpressionUUID->"86b0160a-cda7-4ef6-9245-782038752c4f"],
-Cell[10609239, 225885, 3167, 80, 180, "Output",ExpressionUUID->"56d05340-878b-4fee-ae72-bf39a18c90fb"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10612455, 225971, 159, 3, 37, "Subsubsection",ExpressionUUID->"8294d45d-68af-4b2b-8d3b-49ee3f62fc07"],
-Cell[CellGroupData[{
-Cell[10612639, 225978, 1183, 27, 79, "Input",ExpressionUUID->"d1474651-6a6a-4c31-8d55-74aa72a1756b"],
-Cell[10613825, 226007, 3944, 87, 170, "Output",ExpressionUUID->"61192317-a3cb-40e2-aae1-d42fcc58731b"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10617806, 226099, 1209, 27, 79, "Input",ExpressionUUID->"5e4e5c4a-3503-403f-a6a4-24030b2745de"],
-Cell[10619018, 226128, 4356, 94, 170, "Output",ExpressionUUID->"0dcd93f3-4b37-4f79-a64b-8771b2f20981"]
-}, Open  ]]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10623435, 226229, 155, 3, 38, "Subsection",ExpressionUUID->"2f5235f6-11ed-40cc-bd47-972e2faface4"],
-Cell[CellGroupData[{
-Cell[10623615, 226236, 170, 3, 45, "Subsubsection",ExpressionUUID->"f88dcaf8-3648-43db-b40a-dc6386313705"],
-Cell[CellGroupData[{
-Cell[10623810, 226243, 800, 21, 30, "Input",ExpressionUUID->"37527d21-db28-480e-b87f-90f7947fc0ff"],
-Cell[10624613, 226266, 47765, 1286, 328, "Output",ExpressionUUID->"c98b99ad-3b22-4d1a-9b26-e399f59761af"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10672427, 227558, 173, 3, 37, "Subsubsection",ExpressionUUID->"7f0c5099-fb56-4eeb-9aae-5bd1770ade17"],
-Cell[CellGroupData[{
-Cell[10672625, 227565, 811, 23, 30, "Input",ExpressionUUID->"3243e3d3-4ac7-444e-8cab-2aa47d891d07"],
-Cell[10673439, 227590, 49752, 1343, 362, "Output",ExpressionUUID->"3847d073-cc78-453f-a88d-cdd25c2162d1"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10723240, 228939, 180, 3, 37, "Subsubsection",ExpressionUUID->"0bc057ae-f40e-4705-be74-4e1e050c5fe4"],
-Cell[CellGroupData[{
-Cell[10723445, 228946, 2036, 54, 52, "Input",ExpressionUUID->"ec51997e-1375-461e-af8c-e7424ed6f4bf"],
-Cell[10725484, 229002, 1398, 35, 70, "Output",ExpressionUUID->"6fbf4b87-03af-438e-9aee-0965a196361e"],
-Cell[10726885, 229039, 1399, 35, 70, "Output",ExpressionUUID->"0542912e-7d18-4131-ae68-c243d2db80f8"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10728321, 229079, 2115, 47, 73, "Input",ExpressionUUID->"f76ade5d-96c2-4269-ab5f-465d90b0ac66"],
-Cell[10730439, 229128, 3056, 77, 70, "Output",ExpressionUUID->"2b1a78f2-6671-4626-8248-3f0554c1057f"],
-Cell[10733498, 229207, 3114, 78, 70, "Output",ExpressionUUID->"5ae1f94a-cc4e-4389-b033-127c33702d43"],
-Cell[10736615, 229287, 3142, 79, 70, "Output",ExpressionUUID->"c85a2955-4cb0-4e28-bc3e-b4188ae89670"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10739806, 229372, 159, 3, 37, "Subsubsection",ExpressionUUID->"2ea4aeb0-eaab-44c8-897f-2904d700d527"],
-Cell[CellGroupData[{
-Cell[10739990, 229379, 1230, 28, 79, "Input",ExpressionUUID->"7827a097-56cf-483a-b0ba-5625432c204f"],
-Cell[10741223, 229409, 3827, 85, 170, "Output",ExpressionUUID->"1859ab01-180d-443f-89ea-1114e13ff7f6"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10745087, 229499, 1259, 28, 79, "Input",ExpressionUUID->"a4328a2c-f0c6-4ddb-a1fe-5b267b2b3acd"],
-Cell[10746349, 229529, 4279, 93, 170, "Output",ExpressionUUID->"884a3610-b85c-44f8-9ca4-589d6dc0f0fa"]
-}, Open  ]]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10750689, 229629, 155, 3, 38, "Subsection",ExpressionUUID->"67f3695d-6149-4f26-9ffd-387fa7b82660"],
-Cell[CellGroupData[{
-Cell[10750869, 229636, 170, 3, 45, "Subsubsection",ExpressionUUID->"a3d59bff-5789-4e64-bbbf-7bb9cfdbc1d2"],
-Cell[CellGroupData[{
-Cell[10751064, 229643, 802, 21, 30, "Input",ExpressionUUID->"c553e16f-3093-44d1-9d36-0e2944cc9e88"],
-Cell[10751869, 229666, 47773, 1286, 328, "Output",ExpressionUUID->"28e231b2-a672-4e7f-80c7-77fdea540b4f"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10799691, 230958, 173, 3, 37, "Subsubsection",ExpressionUUID->"023450b8-43fc-4112-b60e-d5648dc00642"],
-Cell[CellGroupData[{
-Cell[10799889, 230965, 817, 23, 30, "Input",ExpressionUUID->"0739d3ff-a764-4492-834e-52ef14ac4ac7"],
-Cell[10800709, 230990, 49746, 1343, 362, "Output",ExpressionUUID->"342fe15f-5d0b-45fc-8c66-fe59cb5d0675"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10850504, 232339, 179, 3, 37, "Subsubsection",ExpressionUUID->"39ccbc87-5a93-4556-8d45-9189a0afac1a"],
-Cell[CellGroupData[{
-Cell[10850708, 232346, 2037, 54, 52, "Input",ExpressionUUID->"817f0768-e734-4493-ba7a-ee4e9786892b"],
-Cell[10852748, 232402, 1396, 35, 75, "Output",ExpressionUUID->"d95b1f13-680b-4f9b-bcd9-c33f22bd52ff"],
-Cell[10854147, 232439, 1385, 35, 75, "Output",ExpressionUUID->"bd88202b-cc78-4a9e-b479-9ef3a020a5a4"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10855569, 232479, 2114, 47, 73, "Input",ExpressionUUID->"cfb590c5-20ff-475a-b601-54e0c5604e69"],
-Cell[10857686, 232528, 3061, 77, 180, "Output",ExpressionUUID->"c4ef6db5-9619-4bdd-9d75-843cf787426b"],
-Cell[10860750, 232607, 3118, 78, 180, "Output",ExpressionUUID->"41e15f49-7527-499b-8762-4b72a6343ff3"],
-Cell[10863871, 232687, 3128, 79, 180, "Output",ExpressionUUID->"bc7d5113-7e4d-4982-9db4-45982ed9474f"]
-}, Open  ]]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10867048, 232772, 159, 3, 37, "Subsubsection",ExpressionUUID->"e8ab3c69-78d0-4a34-a632-71e02d7385e8"],
-Cell[CellGroupData[{
-Cell[10867232, 232779, 1232, 28, 79, "Input",ExpressionUUID->"19cc2ac7-0e89-4096-bd94-6e179cae1d30"],
-Cell[10868467, 232809, 3761, 83, 170, "Output",ExpressionUUID->"1a5c1fac-c184-4c85-9b87-23d46d0a8b70"]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10872265, 232897, 1259, 28, 79, "Input",ExpressionUUID->"1966c60b-7b9e-4d19-ad24-a9779e150f46"],
-Cell[10873527, 232927, 4219, 92, 170, "Output",ExpressionUUID->"2c367f82-1c84-41b4-b737-16d8902868b3"]
-}, Open  ]]
-}, Closed]]
-}, Closed]]
-}, Closed]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10877831, 233028, 159, 3, 98, "Title",ExpressionUUID->"6491b1b0-852f-4bdd-8e0c-baaf27bf3326"],
-Cell[CellGroupData[{
-Cell[10878015, 233035, 153, 3, 67, "Section",ExpressionUUID->"5127f77e-fe2f-4dda-bd7d-3f930b336d92"],
-Cell[CellGroupData[{
-Cell[10878193, 233042, 158, 3, 54, "Subsection",ExpressionUUID->"bcadec70-3ef9-42a1-9c63-71d474183dbe"],
-Cell[10878354, 233047, 2101, 67, 130, "Input",ExpressionUUID->"21a8de76-365b-445f-ac68-ea56773d42f9"],
-Cell[CellGroupData[{
-Cell[10880480, 233118, 1766, 51, 57, "Input",ExpressionUUID->"7ab16921-a1f5-4025-bebc-f886657828d2"],
-Cell[10882249, 233171, 231, 4, 34, "Output",ExpressionUUID->"6ac025e0-4a60-4623-8c1c-67421d0a7280"]
-}, Open  ]]
-}, Open  ]],
-Cell[CellGroupData[{
-Cell[10882529, 233181, 467, 8, 54, "Subsection",ExpressionUUID->"54e0ba72-e119-45fa-8af9-f05893e85758",
- InitializationCell->True],
-Cell[10882999, 233191, 9594, 168, 420, "Input",ExpressionUUID->"5db5b15a-b66a-48ca-badf-1718fb820a4a",
- InitializationCell->True]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10892630, 233364, 425, 7, 38, "Subsection",ExpressionUUID->"0b8c9413-f61f-466e-a4fe-9c35df985e10",
- InitializationCell->True],
-Cell[10893058, 233373, 34344, 672, 1205, "Input",ExpressionUUID->"d86b6e7e-16bc-4bbc-ab05-49b514161ba0",
- InitializationCell->True]
-}, Closed]],
-Cell[CellGroupData[{
-Cell[10927439, 234050, 157, 3, 38, "Subsection",ExpressionUUID->"68da2d1e-3853-46bc-a63e-d70b39e0d4ef"],
-Cell[10927599, 234055, 40886, 746, 1309, "Input",ExpressionUUID->"d25c00bc-a3f2-4165-b91c-836c09494a9c",
+Cell[70866, 1799, 1881, 43, 268, "Input",ExpressionUUID->"c8d2d420-1987-4848-b5b9-df913fa905fc",
  InitializationCell->True]
 }, Closed]]
 }, Open  ]],
 Cell[CellGroupData[{
-Cell[10968534, 234807, 206, 4, 67, "Section",ExpressionUUID->"fda9ab2d-de4c-4bbf-a3a3-545f30b979f6"],
+Cell[72796, 1848, 158, 3, 123, "Title",ExpressionUUID->"216e22db-1d91-4710-9917-4ccd8f24de62"],
 Cell[CellGroupData[{
-Cell[10968765, 234815, 3552, 59, 136, "Input",ExpressionUUID->"4b11e20d-ef20-45e8-89f6-aa75d3f26394"],
+Cell[72979, 1855, 156, 3, 84, "Section",ExpressionUUID->"ab12e8da-f2fd-4f73-a4da-ffd041480af6"],
 Cell[CellGroupData[{
-Cell[10972342, 234878, 632, 15, 24, "Print",ExpressionUUID->"6cdf4e00-684e-4f57-9f99-d56c6a8376ec"],
-Cell[10972977, 234895, 415, 7, 24, "Print",ExpressionUUID->"db080ef1-bb31-437d-8aec-301c2fd4c2cd"],
-Cell[10973395, 234904, 677, 15, 24, "Print",ExpressionUUID->"6420a8cb-3f78-4018-b4c7-f542e7860606"],
-Cell[10974075, 234921, 566, 12, 24, "Print",ExpressionUUID->"d74305c2-f29d-46de-9ce1-48649c2179cb"],
-Cell[10974644, 234935, 389, 7, 24, "Print",ExpressionUUID->"fbabbc71-e74f-4bb3-afb3-426668b3b749"],
-Cell[10975036, 234944, 415, 7, 24, "Print",ExpressionUUID->"572d2405-6679-4439-a54b-4d23c7c098c7"],
-Cell[10975454, 234953, 638, 15, 24, "Print",ExpressionUUID->"abcec4d3-70d7-4a08-af79-6c6d4c815f5f"],
-Cell[10976095, 234970, 741, 18, 27, "Print",ExpressionUUID->"5c91f9cb-2837-406a-9be9-95767b53aa5f"],
-Cell[10976839, 234990, 392, 7, 24, "Print",ExpressionUUID->"d040d3c9-8581-4f50-a4cc-4a05f28064de"],
-Cell[10977234, 234999, 3925, 111, 40, "Print",ExpressionUUID->"df79abd6-954c-42b4-b741-cb1007165936"],
-Cell[10981162, 235112, 521, 11, 24, "Print",ExpressionUUID->"0776d0bf-9adf-41d0-844e-7ed8857c4f51"]
+Cell[73160, 1862, 208, 4, 67, "Subsection",ExpressionUUID->"3f83c106-532b-478e-bd8b-410054e4328a"],
+Cell[73371, 1868, 2802, 69, 462, "Input",ExpressionUUID->"efe715b3-9bac-4ee0-a86f-60d14c532a73",
+ InitializationCell->True],
+Cell[76176, 1939, 2982, 72, 331, "Input",ExpressionUUID->"1cf3ca67-65d4-4446-867c-10a1514ade85",
+ InitializationCell->True],
+Cell[79161, 2013, 2894, 71, 331, "Input",ExpressionUUID->"b031d031-1e9e-4501-a40e-81f5a7374a6a",
+ InitializationCell->True],
+Cell[82058, 2086, 2896, 71, 331, "Input",ExpressionUUID->"adef453e-e16a-4a33-a488-86cb83976b6b",
+ InitializationCell->True],
+Cell[84957, 2159, 2892, 71, 331, "Input",ExpressionUUID->"f67dcaaf-7ac7-49a3-a06b-22377bfce3a6",
+ InitializationCell->True],
+Cell[87852, 2232, 2898, 71, 331, "Input",ExpressionUUID->"e2cc6b95-bbe6-4298-b55b-1e701ff634d5",
+ InitializationCell->True]
 }, Open  ]],
-Cell[10981698, 235126, 409, 6, 34, "Output",ExpressionUUID->"5ef95204-df02-431b-bf73-ce298fc4e554"]
+Cell[CellGroupData[{
+Cell[90787, 2308, 158, 3, 67, "Subsection",ExpressionUUID->"9359d28c-e367-4dd2-b31a-9cf24e30719b"],
+Cell[CellGroupData[{
+Cell[90970, 2315, 474, 12, 56, "Subsubsection",ExpressionUUID->"7e97edaa-55b1-4e00-b723-64ede39d3d15"],
+Cell[CellGroupData[{
+Cell[91469, 2331, 2983, 65, 327, "Input",ExpressionUUID->"dce04fcc-ed8d-48ac-935d-137b36cc8d9e"],
+Cell[94455, 2398, 3551, 69, 160, "Output",ExpressionUUID->"f34b7d5f-375a-4224-90d2-f92033da7768"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[98043, 2472, 2985, 65, 327, "Input",ExpressionUUID->"1c2fe3ac-2c78-4ac3-9c32-c18234daa020"],
+Cell[101031, 2539, 2809, 62, 160, "Output",ExpressionUUID->"c9209058-8012-4dd2-88bb-ea5d7d9103d2"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[103877, 2606, 2985, 65, 327, "Input",ExpressionUUID->"3629ef57-9c48-458a-82b4-67a57aa3fce1"],
+Cell[106865, 2673, 2900, 63, 160, "Output",ExpressionUUID->"6f174597-216e-4e93-9556-a6d8852557a7"]
 }, Open  ]]
 }, Closed]],
 Cell[CellGroupData[{
-Cell[10982156, 235138, 438, 12, 54, "Section",ExpressionUUID->"5ce77d80-bfce-49e5-95bd-9f294c38cbfa"],
+Cell[109814, 2742, 577, 15, 46, "Subsubsection",ExpressionUUID->"91e29505-628a-4f84-b301-70ecb6c2d404"],
 Cell[CellGroupData[{
-Cell[10982619, 235154, 1815, 44, 178, "Input",ExpressionUUID->"bc982a77-2574-4d81-b17d-4e8912124d73"],
-Cell[CellGroupData[{
-Cell[10984459, 235202, 1150, 22, 24, "Print",ExpressionUUID->"46989ea1-4b79-467a-9a37-459eaccef275"],
-Cell[10985612, 235226, 933, 14, 24, "Print",ExpressionUUID->"72b00cc8-2a19-4173-bbe1-754e4bb08363"],
-Cell[10986548, 235242, 1301, 24, 24, "Print",ExpressionUUID->"23dfa9da-ccaa-4352-bb28-f7769d1426d3"],
-Cell[10987852, 235268, 1084, 19, 24, "Print",ExpressionUUID->"80f41f96-1abb-4d0c-8f33-5a2005342bfb"],
-Cell[10988939, 235289, 905, 14, 24, "Print",ExpressionUUID->"a346f4b6-6ad7-4405-92a9-149042d3aad7"],
-Cell[10989847, 235305, 933, 14, 24, "Print",ExpressionUUID->"1e6a876d-e3c2-4ae9-ae65-13b5f8e90456"],
-Cell[10990783, 235321, 1158, 22, 24, "Print",ExpressionUUID->"732bba3e-6790-487c-a8d0-088e004ac965"],
-Cell[10991944, 235345, 1274, 25, 24, "Print",ExpressionUUID->"4425c25f-e26c-4db3-a9f0-a6d55a661851"],
-Cell[10993221, 235372, 910, 14, 24, "Print",ExpressionUUID->"de0cc461-d007-4c72-afc8-af5031b5d96b"],
-Cell[10994134, 235388, 4469, 118, 40, "Print",ExpressionUUID->"c3925b24-131c-4063-ac49-b7e9248e39af"],
-Cell[10998606, 235508, 1039, 18, 24, "Print",ExpressionUUID->"f301c7a1-7f6d-422f-a390-266975330b5a"]
+Cell[110416, 2761, 3037, 65, 327, "Input",ExpressionUUID->"173f2053-e691-4ee3-a16b-a14593c9beea"],
+Cell[113456, 2828, 3008, 63, 160, "Output",ExpressionUUID->"bbf4b415-8932-40b7-8eef-8ddefe0653ac"]
 }, Open  ]],
-Cell[10999660, 235529, 914, 14, 34, "Output",ExpressionUUID->"87268c59-0c58-4d29-90d4-8a43c6c7dfa1"]
+Cell[CellGroupData[{
+Cell[116501, 2896, 3036, 65, 327, "Input",ExpressionUUID->"60abc4ed-a5f0-4de6-bc70-b78fc6b7f8f9"],
+Cell[119540, 2963, 2959, 62, 160, "Output",ExpressionUUID->"760c75e3-d258-43f2-96a2-bb400c3d658f"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[122536, 3030, 3039, 65, 327, "Input",ExpressionUUID->"6feffa1a-75b9-4328-9ce5-4de84431b1a2"],
+Cell[125578, 3097, 2920, 63, 160, "Output",ExpressionUUID->"b6732865-89df-42a2-9853-9fc98b12221e"]
 }, Open  ]]
 }, Closed]],
 Cell[CellGroupData[{
-Cell[11000623, 235549, 489, 13, 54, "Section",ExpressionUUID->"c3f7836b-ef69-449f-a764-40f796968d09"],
+Cell[128547, 3166, 218, 4, 46, "Subsubsection",ExpressionUUID->"96eedbce-4b10-4f6b-b5ae-8d2af3e1b963"],
 Cell[CellGroupData[{
-Cell[11001137, 235566, 1978, 49, 220, "Input",ExpressionUUID->"6e6f9c54-d587-4f7e-82ce-8a2a1674093c"],
-Cell[CellGroupData[{
-Cell[11003140, 235619, 526, 13, 24, "Print",ExpressionUUID->"5e3a5cc1-f1f4-4d98-b857-36ec726f46d2"],
-Cell[11003669, 235634, 311, 5, 24, "Print",ExpressionUUID->"addd89e4-4157-4889-8558-52aa11aaadb9"],
-Cell[11003983, 235641, 998, 20, 24, "Print",ExpressionUUID->"7c604507-cd61-4869-b68d-38ba1e10a5f2"],
-Cell[11004984, 235663, 464, 10, 24, "Print",ExpressionUUID->"f1693c80-c1ee-4d0a-bcd3-f8d1b4d1217e"],
-Cell[11005451, 235675, 283, 5, 24, "Print",ExpressionUUID->"db309a48-df26-43b6-a704-7e24d69eea55"],
-Cell[11005737, 235682, 311, 5, 24, "Print",ExpressionUUID->"642aa099-ba0d-4804-8992-38b0351fd46a"],
-Cell[11006051, 235689, 536, 13, 24, "Print",ExpressionUUID->"b66ba048-83a0-4204-ac08-880e06f42f3f"],
-Cell[11006590, 235704, 651, 16, 24, "Print",ExpressionUUID->"a95d66cd-8f22-4fa2-9500-044ed5d77fda"],
-Cell[11007244, 235722, 289, 5, 24, "Print",ExpressionUUID->"9a6035f1-1667-4e5b-bb07-3c9901af1ef2"],
-Cell[11007536, 235729, 3845, 109, 40, "Print",ExpressionUUID->"8b8007e9-201c-4d11-a8a9-686a16e78048"],
-Cell[11011384, 235840, 419, 9, 24, "Print",ExpressionUUID->"03864254-0451-433f-920f-86e9e10bfe0f"]
+Cell[128790, 3174, 4770, 100, 327, "Input",ExpressionUUID->"3a32b1d6-6d86-414b-8173-53a4d0767c29"],
+Cell[133563, 3276, 2869, 62, 160, "Output",ExpressionUUID->"12ad4642-ad91-4cb2-a0c8-4b909257ce80"]
 }, Open  ]],
-Cell[11011818, 235852, 286, 5, 34, "Output",ExpressionUUID->"ac3fe2ef-fbeb-4dd3-8c35-05b7056f958e"]
+Cell[CellGroupData[{
+Cell[136469, 3343, 4586, 97, 327, "Input",ExpressionUUID->"f7075147-194a-416b-96a9-e645614740df"],
+Cell[141058, 3442, 2997, 61, 160, "Output",ExpressionUUID->"2032af50-849a-4950-b0d6-a37c3f08f1cb"]
 }, Open  ]]
 }, Closed]],
 Cell[CellGroupData[{
-Cell[11012153, 235863, 493, 13, 54, "Section",ExpressionUUID->"d222bfdb-18a2-40fa-b20e-46d7225b4526"],
+Cell[144104, 3509, 217, 4, 46, "Subsubsection",ExpressionUUID->"350caef9-faed-4106-9c1f-56d0fb46cbe9"],
 Cell[CellGroupData[{
-Cell[11012671, 235880, 2779, 66, 304, "Input",ExpressionUUID->"99b22901-8052-4beb-b83b-e0ff96b1b004"],
-Cell[CellGroupData[{
-Cell[11015475, 235950, 508, 13, 24, "Print",ExpressionUUID->"2ca746e8-24ce-4918-8d78-40916f7f6745"],
-Cell[11015986, 235965, 293, 5, 24, "Print",ExpressionUUID->"2f24b865-fcb2-42a6-98a7-3cca2eee44f1"],
-Cell[11016282, 235972, 1404, 27, 44, "Print",ExpressionUUID->"88e56c0f-72d2-467d-98b6-82eaf5962127"],
-Cell[11017689, 236001, 441, 10, 24, "Print",ExpressionUUID->"e92aeb4e-8d9b-4d0f-b984-7de5191c87df"],
-Cell[11018133, 236013, 263, 5, 24, "Print",ExpressionUUID->"2f3345d0-0256-46c7-a52e-faa62b36a628"],
-Cell[11018399, 236020, 291, 5, 24, "Print",ExpressionUUID->"fdb2234f-696f-4918-aee1-bcf5de099764"],
-Cell[11018693, 236027, 516, 13, 24, "Print",ExpressionUUID->"96adb2ea-ca70-44f3-858b-38915d08b596"]
+Cell[144346, 3517, 4768, 100, 327, "Input",ExpressionUUID->"deb8284c-7a7d-4230-9b52-97f2388504a0"],
+Cell[149117, 3619, 2905, 63, 160, "Output",ExpressionUUID->"89cab56d-7707-486c-a202-0fed21d95ac4"]
 }, Open  ]],
-Cell[11019224, 236043, 229, 4, 34, "Output",ExpressionUUID->"0b56c095-6bd2-4bec-84bd-acdfc8864bc0"]
+Cell[CellGroupData[{
+Cell[152059, 3687, 4831, 101, 327, "Input",ExpressionUUID->"0ab3e810-35b5-4ac4-805a-2f844956ae74"],
+Cell[156893, 3790, 2871, 62, 162, "Output",ExpressionUUID->"d69e6726-554a-4bb6-ba72-cc3004af0503"]
+}, Open  ]]
+}, Closed]]
+}, Closed]]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[159849, 3861, 208, 4, 122, "Title",ExpressionUUID->"8c7ed74f-ffba-4264-b873-1f7f35f4864f"],
+Cell[CellGroupData[{
+Cell[160082, 3869, 156, 3, 83, "Section",ExpressionUUID->"10759fb4-a6da-44e1-a7cf-008219049c10"],
+Cell[CellGroupData[{
+Cell[160263, 3876, 208, 4, 67, "Subsection",ExpressionUUID->"48923adb-13d2-4585-9a06-00f2c497e4ef"],
+Cell[160474, 3882, 3070, 74, 350, "Input",ExpressionUUID->"6189ce7e-8055-42b8-a504-01576a31d926",
+ InitializationCell->True],
+Cell[163547, 3958, 3046, 74, 350, "Input",ExpressionUUID->"c7cbc506-7310-4ca7-9ace-62e1fef8ea55",
+ InitializationCell->True],
+Cell[166596, 4034, 2965, 73, 350, "Input",ExpressionUUID->"f5bc64c6-a60c-4e13-afc8-d45e135508b9",
+ InitializationCell->True],
+Cell[169564, 4109, 2951, 72, 350, "Input",ExpressionUUID->"56377664-d259-45b6-a0f1-f67ab0fe48e9",
+ InitializationCell->True],
+Cell[172518, 4183, 2951, 72, 350, "Input",ExpressionUUID->"6b38fed4-92f8-4887-9501-4f4b5aef2b2f",
+ InitializationCell->True],
+Cell[175472, 4257, 3049, 73, 350, "Input",ExpressionUUID->"9d3fd3d0-3013-4529-b2ad-05e54009b9fb",
+ InitializationCell->True]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[178558, 4335, 158, 3, 47, "Subsection",ExpressionUUID->"b9d639bb-8ea8-4c48-a84a-3d7ab7081bea"],
+Cell[CellGroupData[{
+Cell[178741, 4342, 474, 12, 56, "Subsubsection",ExpressionUUID->"396f9ac8-9ccd-4710-813d-cae388821ed7"],
+Cell[CellGroupData[{
+Cell[179240, 4358, 3035, 65, 327, "Input",ExpressionUUID->"523a3857-6e79-42a4-ac29-cbbdf92a70ca"],
+Cell[182278, 4425, 2917, 62, 160, "Output",ExpressionUUID->"54e4d230-cd16-4818-9443-6e57fa815db4"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[185232, 4492, 3039, 65, 327, "Input",ExpressionUUID->"ace8059c-9813-4447-9341-ccdfc13268d0"],
+Cell[188274, 4559, 2786, 61, 160, "Output",ExpressionUUID->"b3fa4786-f0d7-4cbe-b903-bcb1a9a29f4a"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[191097, 4625, 3037, 65, 327, "Input",ExpressionUUID->"05413a89-8e90-450b-bba4-b97a3ddf04a2"],
+Cell[194137, 4692, 2850, 61, 160, "Output",ExpressionUUID->"3cc7658f-5c49-488a-8a23-4925fea54717"]
 }, Open  ]]
 }, Closed]],
 Cell[CellGroupData[{
-Cell[11019502, 236053, 155, 3, 53, "Section",ExpressionUUID->"c94fd007-ac47-410b-9d98-ce13d9f96f10"],
+Cell[197036, 4759, 577, 15, 46, "Subsubsection",ExpressionUUID->"b67f135f-7e04-4473-8333-760339a76b9f"],
 Cell[CellGroupData[{
-Cell[11019682, 236060, 2125, 49, 199, "Input",ExpressionUUID->"585df89f-5bed-4ca5-942e-56f86e220dc9"],
-Cell[CellGroupData[{
-Cell[11021832, 236113, 667, 15, 24, "Print",ExpressionUUID->"2ddf1bb7-b178-4253-994f-7eeb61209392"],
-Cell[11022502, 236130, 452, 7, 24, "Print",ExpressionUUID->"6fdde9e9-c53d-47cc-b35b-db30f00f046e"],
-Cell[11022957, 236139, 1089, 22, 24, "Print",ExpressionUUID->"07973eb5-4dde-42f5-bf1c-e864619b15d8"],
-Cell[11024049, 236163, 603, 12, 24, "Print",ExpressionUUID->"f2fdfda7-4830-4a25-8b1e-906ff3d66e8e"],
-Cell[11024655, 236177, 424, 7, 24, "Print",ExpressionUUID->"20044625-0dc5-46cb-8db2-8dd848867c05"],
-Cell[11025082, 236186, 452, 7, 24, "Print",ExpressionUUID->"37164918-7369-4b24-ae73-b51261613e6f"],
-Cell[11025537, 236195, 675, 15, 24, "Print",ExpressionUUID->"24d9fe3c-d775-4622-b821-630a5cab33dc"]
+Cell[197638, 4778, 3092, 66, 327, "Input",ExpressionUUID->"015c362d-3e08-44f8-bca4-b78917b7e2cf"],
+Cell[200733, 4846, 3012, 64, 160, "Output",ExpressionUUID->"b8b6ee30-97f8-40d3-a0ed-accab6635ec4"]
 }, Open  ]],
-Cell[11026227, 236213, 5340, 161, 68, "Output",ExpressionUUID->"125ccf75-c6b2-4021-a8a5-1bb0476b7b6d"]
+Cell[CellGroupData[{
+Cell[203782, 4915, 3144, 67, 327, "Input",ExpressionUUID->"cc2ff5e7-a76c-4669-8f7f-fd4661f6dd6d"],
+Cell[206929, 4984, 2870, 62, 160, "Output",ExpressionUUID->"52c7fc83-3308-4639-aca8-fff0aeda8897"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[209836, 5051, 3094, 66, 327, "Input",ExpressionUUID->"2167d561-3e06-476d-ba30-44ff7f0c06b8"],
+Cell[212933, 5119, 2860, 62, 160, "Output",ExpressionUUID->"8b82b70b-f947-49ec-b7c7-9aa190cf3d3a"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[215842, 5187, 218, 4, 46, "Subsubsection",ExpressionUUID->"96aed891-0f9c-49fc-b2f3-1b3b4abe8210"],
+Cell[CellGroupData[{
+Cell[216085, 5195, 4827, 101, 327, "Input",ExpressionUUID->"eb411db7-119b-4ad9-881a-bac0d72a102f"],
+Cell[220915, 5298, 2911, 63, 160, "Output",ExpressionUUID->"43583769-0980-412c-b065-55cb8b354a47"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[223863, 5366, 4640, 98, 327, "Input",ExpressionUUID->"a5f896b7-8277-4b5a-8124-9992f9b1567d"],
+Cell[228506, 5466, 2902, 63, 160, "Output",ExpressionUUID->"5ee1d3dc-04f2-49a6-ad28-e6f824679899"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[231457, 5535, 217, 4, 46, "Subsubsection",ExpressionUUID->"7f4d4d57-c8cf-474f-9073-99427838ee4e"],
+Cell[CellGroupData[{
+Cell[231699, 5543, 4825, 101, 327, "Input",ExpressionUUID->"3799b964-7625-4ae3-91ab-0195dd697ec9"],
+Cell[236527, 5646, 2964, 64, 160, "Output",ExpressionUUID->"fd194a48-f535-4485-8161-6618f99ecf60"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[239528, 5715, 4885, 101, 327, "Input",ExpressionUUID->"84f5cd9e-58ec-4905-b3b6-e778a30c2613"],
+Cell[244416, 5818, 2893, 63, 160, "Output",ExpressionUUID->"32c51b53-f25f-4e4e-9160-c35e4948c9f8"]
+}, Open  ]]
+}, Closed]]
+}, Closed]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[247394, 5890, 207, 4, 90, "Title",ExpressionUUID->"e7a673e0-d628-422a-badb-094064e41764"],
+Cell[CellGroupData[{
+Cell[247626, 5898, 158, 3, 83, "Section",ExpressionUUID->"3bda5d4f-52ea-45d6-8e08-bca0779b856a"],
+Cell[CellGroupData[{
+Cell[247809, 5905, 250, 4, 67, "Subsection",ExpressionUUID->"b531fc26-7a92-4989-b840-babaa28c752d"],
+Cell[248062, 5911, 1484, 36, 137, "Input",ExpressionUUID->"76c10240-8acc-490d-8e1b-b839062cada9",
+ InitializationCell->True],
+Cell[249549, 5949, 1519, 37, 137, "Input",ExpressionUUID->"0495e780-ff83-4b3b-b44d-5bc0ef7e91b9",
+ InitializationCell->True],
+Cell[251071, 5988, 1532, 36, 137, "Input",ExpressionUUID->"3d01197c-3983-4a3e-b46c-696c608bcfeb",
+ InitializationCell->True],
+Cell[252606, 6026, 1584, 37, 137, "Input",ExpressionUUID->"bb4acea0-d58f-472e-b8e8-19cc584cc156",
+ InitializationCell->True],
+Cell[254193, 6065, 1582, 37, 137, "Input",ExpressionUUID->"986046bf-7980-487a-955f-f5db4fabb013",
+ InitializationCell->True],
+Cell[255778, 6104, 1528, 35, 137, "Input",ExpressionUUID->"e35abf50-7dbc-457a-86a1-743777a5453a",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[257331, 6143, 3378, 72, 275, "Input",ExpressionUUID->"e0286262-d990-45de-be74-674bdeb70fde"],
+Cell[260712, 6217, 2927, 63, 160, "Output",ExpressionUUID->"4cdeae36-124f-4a7b-be3d-5ed08e951993"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[263688, 6286, 152, 3, 47, "Subsection",ExpressionUUID->"8c52035a-a986-4c6f-b0e9-7a65a655f1fa"],
+Cell[263843, 6291, 1379, 33, 137, "Input",ExpressionUUID->"bc252ddc-9e3f-4efb-93fd-e5295f3dcf2f",
+ InitializationCell->True],
+Cell[265225, 6326, 1379, 33, 137, "Input",ExpressionUUID->"d74dbb8e-6c95-4edd-bdf6-de31161e3459",
+ InitializationCell->True],
+Cell[266607, 6361, 1377, 33, 137, "Input",ExpressionUUID->"23a77107-20fd-47f4-bffa-d1185ff51a18",
+ InitializationCell->True],
+Cell[267987, 6396, 1435, 35, 137, "Input",ExpressionUUID->"71516d56-ee93-4aec-b8c2-771eb95b48f3",
+ InitializationCell->True],
+Cell[269425, 6433, 1429, 34, 137, "Input",ExpressionUUID->"7c017392-b4a0-485c-9837-ea07576a95e6",
+ InitializationCell->True],
+Cell[270857, 6469, 1440, 35, 137, "Input",ExpressionUUID->"d1dd4a72-c2fa-4782-ba60-1a561702fe0d",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[272322, 6508, 3289, 71, 275, "Input",ExpressionUUID->"f0abe59c-d7dd-4ad2-808e-f8e7ebc02443"],
+Cell[275614, 6581, 2854, 61, 167, "Output",ExpressionUUID->"819186be-e37f-478b-ac4b-f6ad85e9d660"]
+}, Open  ]]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[278541, 6650, 257, 4, 90, "Title",ExpressionUUID->"4a8c3a83-1aaf-4ef0-9ab0-49dcb75eae98"],
+Cell[CellGroupData[{
+Cell[278823, 6658, 158, 3, 83, "Section",ExpressionUUID->"2dc818dc-410c-4f11-990c-d9e3b0bafff6"],
+Cell[CellGroupData[{
+Cell[279006, 6665, 210, 4, 67, "Subsection",ExpressionUUID->"9f8da8c9-2b33-426f-baa2-f43debd8e212"],
+Cell[279219, 6671, 1512, 36, 137, "Input",ExpressionUUID->"19f0a113-a667-430e-8e11-e9fd2f0e1243",
+ InitializationCell->True],
+Cell[280734, 6709, 1535, 36, 137, "Input",ExpressionUUID->"f18be751-aa7b-4d5f-8a84-a6c22593264e",
+ InitializationCell->True],
+Cell[282272, 6747, 1601, 37, 137, "Input",ExpressionUUID->"00120488-bf77-4c58-8c66-53d6850e9e61",
+ InitializationCell->True],
+Cell[283876, 6786, 1582, 37, 137, "Input",ExpressionUUID->"d81b1d01-94b1-42c5-84eb-f4adaa6e98fc",
+ InitializationCell->True],
+Cell[285461, 6825, 1637, 39, 137, "Input",ExpressionUUID->"0e5e3d55-7e77-4070-bfb2-dfcef2e9978a",
+ InitializationCell->True],
+Cell[287101, 6866, 1662, 39, 137, "Input",ExpressionUUID->"454174d0-f9ea-4d92-ba69-75b5ea1b2984",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[288788, 6909, 3329, 71, 275, "Input",ExpressionUUID->"0ff55033-0cbd-4830-95d5-38fbc5774050"],
+Cell[292120, 6982, 3221, 66, 160, "Output",ExpressionUUID->"a45bfc74-7c5b-40b4-929e-719cd1ec852a"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[295390, 7054, 202, 4, 47, "Subsection",ExpressionUUID->"33f8bcbd-4c35-46d0-895b-d07b9f7b7fa8"],
+Cell[295595, 7060, 1552, 36, 111, "Input",ExpressionUUID->"af382bdb-eacf-40ca-9c1e-97a4b9fe0d5a",
+ InitializationCell->True],
+Cell[297150, 7098, 1565, 36, 111, "Input",ExpressionUUID->"81b494c5-633b-409a-9820-8290e1e3f876",
+ InitializationCell->True],
+Cell[298718, 7136, 1590, 36, 111, "Input",ExpressionUUID->"f0def862-5706-448d-8a1d-2d690528098f",
+ InitializationCell->True],
+Cell[300311, 7174, 1578, 36, 111, "Input",ExpressionUUID->"b88dbeb1-3971-418c-9b7f-87443ccdc147",
+ InitializationCell->True],
+Cell[301892, 7212, 1613, 37, 111, "Input",ExpressionUUID->"affc159c-3003-452b-bf24-59f0628fa27c",
+ InitializationCell->True],
+Cell[303508, 7251, 1684, 38, 111, "Input",ExpressionUUID->"3f11b4bf-94d5-4c47-8603-1914aefae5da",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[305217, 7293, 3343, 71, 275, "Input",ExpressionUUID->"73269fa2-8fec-464f-bdb5-b281ae4cefd9"],
+Cell[308563, 7366, 3348, 64, 172, "Output",ExpressionUUID->"0304c443-87fc-4cb7-8f35-5036dd5e282a"]
+}, Open  ]]
+}, Closed]]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[311984, 7438, 157, 3, 122, "Title",ExpressionUUID->"0822d398-f7b4-4d84-9ec8-85fd9369603a"],
+Cell[CellGroupData[{
+Cell[312166, 7445, 192, 3, 83, "Section",ExpressionUUID->"a425af01-e607-4723-bfb0-615ee4b40bc9"],
+Cell[312361, 7450, 582, 11, 43, "Text",ExpressionUUID->"6cb7d05a-6c5b-4a2c-a4ca-20595b2635f5"],
+Cell[312946, 7463, 468, 14, 57, "Input",ExpressionUUID->"c4d490a4-2c74-4c01-982c-6ffabd15cb9a"],
+Cell[313417, 7479, 1494, 39, 83, "Input",ExpressionUUID->"916aecf0-89d2-4d0d-9fcc-574c3fbbdf36"],
+Cell[314914, 7520, 1322, 35, 83, "Input",ExpressionUUID->"07ffbf52-196f-42e5-936e-8dc5ad8852c4"],
+Cell[316239, 7557, 1045, 31, 83, "Input",ExpressionUUID->"6b620115-82cc-4a29-b2d9-b72a98724beb"]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[317321, 7593, 688, 10, 66, "Section",ExpressionUUID->"3d40f255-9d02-4f82-b820-7518b5ad9fdf"],
+Cell[CellGroupData[{
+Cell[318034, 7607, 163, 3, 67, "Subsection",ExpressionUUID->"52ae6fcf-d75c-41cd-aad1-74e5fc65b132"],
+Cell[318200, 7612, 301, 6, 43, "Text",ExpressionUUID->"eb179d46-888d-4094-bf99-5d445911b408"],
+Cell[318504, 7620, 355, 6, 43, "Text",ExpressionUUID->"ecd35d3f-ff20-428b-a7a8-6ec801ef6f92"],
+Cell[318862, 7628, 1315, 36, 66, "Input",ExpressionUUID->"4cb361d5-9f00-4b4b-b912-93db47552815"],
+Cell[320180, 7666, 620, 11, 72, "Text",ExpressionUUID->"8426089f-cb75-4702-9ad1-bf6722012017"],
+Cell[320803, 7679, 446, 11, 41, "Input",ExpressionUUID->"c181f187-747b-45a3-9974-911fadb066da"],
+Cell[321252, 7692, 475, 10, 101, "Text",ExpressionUUID->"cc4e5a07-a414-49bf-a45d-312401d6634c"],
+Cell[CellGroupData[{
+Cell[321752, 7706, 4394, 121, 226, "Input",ExpressionUUID->"c84e863b-1e78-4aba-be0c-ec8a1f42ec37"],
+Cell[326149, 7829, 7115, 134, 231, "Output",ExpressionUUID->"bb637b92-6d97-4565-9e95-87181826ff89"]
+}, Open  ]],
+Cell[333279, 7966, 611, 17, 65, "Input",ExpressionUUID->"a13437ac-685d-4a86-89b8-e2c53b70e143"],
+Cell[CellGroupData[{
+Cell[333915, 7987, 721, 20, 56, "Input",ExpressionUUID->"d1b7eae6-f10a-4553-93e2-b93c737b14a7"],
+Cell[334639, 8009, 511, 14, 42, "Output",ExpressionUUID->"f51c380b-a53d-44f3-92a0-58b754478d5e"]
+}, Open  ]],
+Cell[335165, 8026, 406, 12, 37, "Input",ExpressionUUID->"08f3e6b5-f0be-4277-9b79-610e3722676a"]
+}, Open  ]]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[335632, 8045, 149, 3, 90, "Title",ExpressionUUID->"e1ccaf2e-a498-4708-9acf-a9be8f45d057"],
+Cell[CellGroupData[{
+Cell[335806, 8052, 215, 4, 83, "Section",ExpressionUUID->"ad37cac5-d699-45b7-ac63-fa13dc984d66"],
+Cell[CellGroupData[{
+Cell[336046, 8060, 410, 6, 67, "Subsection",ExpressionUUID->"af89f83d-61b2-49fe-9a03-f401c40620ad"],
+Cell[336459, 8068, 227, 4, 43, "Text",ExpressionUUID->"1a1347c9-1558-43ad-bcf0-efa580b45946"],
+Cell[CellGroupData[{
+Cell[336711, 8076, 2718, 76, 266, "Input",ExpressionUUID->"1a47e1bf-078c-4b80-a48f-e815a17872dc"],
+Cell[339432, 8154, 4689, 135, 300, "Output",ExpressionUUID->"53c4ef4f-bc6d-4804-adaa-a5e38306baad"],
+Cell[344124, 8291, 498, 15, 42, "Output",ExpressionUUID->"e8f17d9c-45ef-4872-9278-b397297dbc2f"]
+}, Open  ]],
+Cell[344637, 8309, 210, 4, 43, "Text",ExpressionUUID->"c8954b8d-99cb-4d90-b24e-3eaeecc89fb4"],
+Cell[344850, 8315, 2656, 70, 140, "Input",ExpressionUUID->"50fffd85-dcfb-4779-b4a1-c28469f579a1"],
+Cell[347509, 8387, 363, 8, 43, "Text",ExpressionUUID->"7e635245-d73a-42aa-97bf-ea95bb8b510e"],
+Cell[347875, 8397, 367, 11, 43, "Text",ExpressionUUID->"aa766d3c-9345-4dd4-b77a-4608644e6d4f"],
+Cell[348245, 8410, 2171, 53, 67, "Input",ExpressionUUID->"a2dc90c2-0322-4d16-9ec2-8aac591893e7"],
+Cell[CellGroupData[{
+Cell[350441, 8467, 1502, 35, 58, "Input",ExpressionUUID->"9c3965a5-ab8f-46a0-87b7-7148be68a3a5"],
+Cell[351946, 8504, 19095, 387, 301, "Output",ExpressionUUID->"f25a4e9b-7dfd-4181-9d60-b339ce08b265"]
+}, Open  ]],
+Cell[371056, 8894, 180, 3, 43, "Text",ExpressionUUID->"817456fa-e12f-4e05-8976-4ff8451bd599"],
+Cell[371239, 8899, 193, 3, 43, "Text",ExpressionUUID->"967e6477-f344-4995-8bce-6fbc1554b55a"],
+Cell[CellGroupData[{
+Cell[371457, 8906, 855, 24, 40, "Input",ExpressionUUID->"55436da9-4f04-4a39-959b-a50159c6864e"],
+Cell[372315, 8932, 437, 9, 42, "Output",ExpressionUUID->"a7c009ed-6a17-4b62-9f75-01a399484ead"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[372789, 8946, 641, 19, 40, "Input",ExpressionUUID->"cae54d17-334b-43d3-af90-41b75d437415"],
+Cell[373433, 8967, 161, 3, 42, "Output",ExpressionUUID->"e33feeae-1033-4496-a5c9-2c677d382524"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[373643, 8976, 685, 15, 47, "Subsection",ExpressionUUID->"574bb92a-7cbd-4eba-8384-23309731e13e"],
+Cell[374331, 8993, 202, 3, 43, "Text",ExpressionUUID->"7f0c5d16-544d-40cf-97c1-12c933947948"],
+Cell[CellGroupData[{
+Cell[374558, 9000, 3143, 85, 238, "Input",ExpressionUUID->"03417073-c2bb-4c95-9d4d-37f91a31cacb"],
+Cell[377704, 9087, 1050, 27, 70, "Output",ExpressionUUID->"ac5822ef-98df-44ad-9d7c-3c0e32d37ead"]
+}, Open  ]],
+Cell[378769, 9117, 263, 5, 43, "Text",ExpressionUUID->"7c0a3025-c3fa-4a32-9d5c-75b61f771e53"],
+Cell[CellGroupData[{
+Cell[379057, 9126, 2343, 72, 166, "Input",ExpressionUUID->"5b21ff09-9c4b-4182-be6b-319a45e5b3e3"],
+Cell[381403, 9200, 182, 3, 42, "Output",ExpressionUUID->"7291e08c-31aa-4680-a07c-8104cd22bbd9"]
+}, Open  ]],
+Cell[381600, 9206, 367, 11, 43, "Text",ExpressionUUID->"058bff95-5482-42b6-bce8-bdb1f98d078a"],
+Cell[CellGroupData[{
+Cell[381992, 9221, 2051, 54, 88, "Input",ExpressionUUID->"5d444017-44d5-40b7-95b0-aa8a44450863"],
+Cell[384046, 9277, 139, 3, 42, "Output",ExpressionUUID->"1d87e82b-fb89-4777-bd76-10fa30036709"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[384222, 9285, 1687, 39, 60, "Input",ExpressionUUID->"0c52da29-8cb6-4201-aa96-51db03b873d4"],
+Cell[385912, 9326, 22620, 463, 303, "Output",ExpressionUUID->"e5592133-ebca-49ec-9172-78a38746532a"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[408581, 9795, 311, 5, 47, "Subsection",ExpressionUUID->"0941541a-c3f1-4e85-b703-921c65eb420a"],
+Cell[408895, 9802, 275, 4, 43, "Text",ExpressionUUID->"9fde7215-52bb-479b-80b8-ac0b7953ee29"],
+Cell[CellGroupData[{
+Cell[409195, 9810, 1439, 45, 78, "Input",ExpressionUUID->"6ddc5664-d0c8-40f0-b254-ed83f0070796"],
+Cell[410637, 9857, 232, 4, 42, "Output",ExpressionUUID->"e80212d5-4ef4-43cd-81a8-7b513775ccc2"]
+}, Open  ]],
+Cell[410884, 9864, 283, 4, 43, "Text",ExpressionUUID->"7e60c109-32d2-4fb5-b96b-b3e117801bd5"],
+Cell[CellGroupData[{
+Cell[411192, 9872, 1508, 48, 78, "Input",ExpressionUUID->"757d0321-d874-48a2-9e1d-67b28a12f139"],
+Cell[412703, 9922, 205, 4, 42, "Output",ExpressionUUID->"180cde44-793f-4c9c-9650-d9cdc6422456"]
+}, Open  ]],
+Cell[412923, 9929, 332, 5, 43, "Text",ExpressionUUID->"50445888-cd30-4e91-bf75-fafbe69c2724"],
+Cell[CellGroupData[{
+Cell[413280, 9938, 1557, 49, 78, "Input",ExpressionUUID->"c1f46d88-0cec-4680-9982-50097750954d"],
+Cell[414840, 9989, 227, 4, 42, "Output",ExpressionUUID->"5c01497a-c914-4f9a-8a33-824b478935e6"]
+}, Open  ]],
+Cell[415082, 9996, 159, 3, 43, "Text",ExpressionUUID->"d579fd8a-7d0b-42c7-8dc4-eab130e1e55d"],
+Cell[CellGroupData[{
+Cell[415266, 10003, 4308, 131, 152, "Input",ExpressionUUID->"49334b45-d633-4c33-9631-d7fc185f5036"],
+Cell[419577, 10136, 684, 19, 62, "Output",ExpressionUUID->"40402a97-75fa-40fe-85ec-a3522c6a6a07"],
+Cell[420264, 10157, 708, 19, 62, "Output",ExpressionUUID->"f2f1d182-3ad1-4d60-adff-5844dff489f6"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[421021, 10182, 309, 5, 47, "Subsection",ExpressionUUID->"e947760e-6b08-4f19-a607-c501d26f4129"],
+Cell[421333, 10189, 270, 4, 43, "Text",ExpressionUUID->"32883f14-1ced-471a-82a8-8d9d701622b7"],
+Cell[CellGroupData[{
+Cell[421628, 10197, 1672, 49, 86, "Input",ExpressionUUID->"d2caffdb-501c-4510-bc26-4d355b805474"],
+Cell[423303, 10248, 298, 6, 42, "Output",ExpressionUUID->"273a9346-69d5-4caa-9a85-f55ab65703ff"]
+}, Open  ]],
+Cell[423616, 10257, 282, 4, 43, "Text",ExpressionUUID->"39ef1b93-2e92-43e8-881d-cb8e9d15503b"],
+Cell[CellGroupData[{
+Cell[423923, 10265, 1685, 50, 86, "Input",ExpressionUUID->"d19cd98c-2b1c-4fc0-a8fb-17df45a2605d"],
+Cell[425611, 10317, 323, 7, 42, "Output",ExpressionUUID->"9b206a41-036f-4b3d-ac07-36ed01244291"]
+}, Open  ]],
+Cell[425949, 10327, 334, 5, 43, "Text",ExpressionUUID->"9f5d78b0-6557-4d70-a3c3-d08b9887b755"],
+Cell[CellGroupData[{
+Cell[426308, 10336, 1735, 50, 86, "Input",ExpressionUUID->"2ec14b1c-e145-4bec-9346-489743d75ff6"],
+Cell[428046, 10388, 348, 7, 42, "Output",ExpressionUUID->"c5fa7dcb-d704-45b6-bcf8-2339b5cacca1"]
+}, Open  ]],
+Cell[428409, 10398, 381, 6, 43, "Text",ExpressionUUID->"146f7f75-23a7-4207-b43c-6a654ad12373"],
+Cell[CellGroupData[{
+Cell[428815, 10408, 2434, 69, 85, "Input",ExpressionUUID->"ecb0339e-76ce-4697-b12e-5c2e58ab74a2"],
+Cell[431252, 10479, 611, 13, 42, "Output",ExpressionUUID->"b4a79ce2-fbf9-4cbd-884d-72e78392e202"]
+}, Open  ]],
+Cell[431878, 10495, 159, 3, 43, "Text",ExpressionUUID->"6c92d040-dcd5-4820-9721-5a580ef5ec55"],
+Cell[432040, 10500, 11849, 333, 373, "Input",ExpressionUUID->"79f4fff6-7c19-44e5-996c-1cd83f195be0"],
+Cell[CellGroupData[{
+Cell[443914, 10837, 3295, 108, 260, "Input",ExpressionUUID->"e3167e91-6fef-4487-980f-4f31e1a54521"],
+Cell[447212, 10947, 180, 3, 42, "Output",ExpressionUUID->"d99d92d0-246a-4c2c-9078-f7219dd56c97"],
+Cell[447395, 10952, 180, 3, 42, "Output",ExpressionUUID->"d4d49ebc-6cc0-4ec1-b11d-c656175d06f2"],
+Cell[447578, 10957, 180, 3, 42, "Output",ExpressionUUID->"671b42b4-fa6a-4aaa-a6a1-225efc13dd77"],
+Cell[447761, 10962, 180, 3, 42, "Output",ExpressionUUID->"325856f1-987d-4c41-8c25-71ba9a7fa7c3"],
+Cell[447944, 10967, 180, 3, 42, "Output",ExpressionUUID->"d733e17c-2205-451e-9e4f-c91726c4cf8d"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[448161, 10975, 2071, 57, 146, "Input",ExpressionUUID->"3f1a4823-45fc-4097-8bc7-9a4b6c015f76"],
+Cell[450235, 11034, 537, 15, 63, "Output",ExpressionUUID->"348316d7-594b-4501-9415-c62a58a72bfa"],
+Cell[450775, 11051, 433, 11, 63, "Output",ExpressionUUID->"02986ae4-d735-47e8-85b2-9eef7d01a43d"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[451245, 11067, 1990, 59, 168, "Input",ExpressionUUID->"208efdc9-f7dd-47ad-b124-febb85c4592a"],
+Cell[453238, 11128, 412, 13, 63, "Output",ExpressionUUID->"e6e69594-a7b6-46bb-b3cd-b083b0a6f221"],
+Cell[453653, 11143, 310, 9, 63, "Output",ExpressionUUID->"b358a5a0-077d-4fcd-b1f3-f7662c2f65c2"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[454000, 11157, 856, 27, 63, "Input",ExpressionUUID->"3ff3b8b3-1b9a-4cc2-912b-ac983b32bb4d"],
+Cell[454859, 11186, 686, 23, 63, "Output",ExpressionUUID->"66a9488a-d811-4369-85db-8e01e166e47a"]
+}, Open  ]],
+Cell[455560, 11212, 392, 12, 55, "Input",ExpressionUUID->"5f33391a-6b1a-404e-93d8-f0f6d599bf33"],
+Cell[CellGroupData[{
+Cell[455977, 11228, 552, 16, 62, "Input",ExpressionUUID->"961f8c6c-92ee-4e41-bbca-319a58d952f7"],
+Cell[456532, 11246, 349, 8, 42, "Output",ExpressionUUID->"5debc6da-f476-48df-a79d-4a77b6b520e2"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[456918, 11259, 596, 17, 62, "Input",ExpressionUUID->"d26830ca-81ed-4805-bfe2-f6926850e11e"],
+Cell[457517, 11278, 299, 7, 42, "Output",ExpressionUUID->"595cf7d9-6b87-436d-b212-de0c1aa2106a"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[457853, 11290, 1270, 36, 60, "Input",ExpressionUUID->"536e6519-b526-4a31-a5c1-061127519b68"],
+Cell[459126, 11328, 2321, 62, 326, "Output",ExpressionUUID->"b127d3d5-b9ae-4d1f-8c82-dfd53e48fe56"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[461484, 11395, 506, 14, 62, "Input",ExpressionUUID->"e0bf74d2-b60d-47e3-955a-a2c1e5c44f8c"],
+Cell[461993, 11411, 520, 16, 42, "Output",ExpressionUUID->"24fccb43-64d4-4d89-8de0-aa91bf138361"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[462550, 11432, 206, 4, 37, "Input",ExpressionUUID->"abcb7179-e49f-47c9-84c8-f3c91d811731"],
+Cell[462759, 11438, 161, 3, 42, "Output",ExpressionUUID->"fca2a167-f14c-42e2-9d77-dd32197f8066"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[462957, 11446, 1779, 53, 92, "Input",ExpressionUUID->"f1fce072-9567-473e-9e8a-31bbc88b0202"],
+Cell[464739, 11501, 1776, 49, 307, "Output",ExpressionUUID->"dbc93963-6216-46e9-90eb-3d170fa6ec5d"],
+Cell[466518, 11552, 1230, 30, 153, "Output",ExpressionUUID->"7fa1f3ea-9f67-4aa0-8bc6-76ce946bd0cf"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[467797, 11588, 269, 4, 47, "Subsection",ExpressionUUID->"2b96abf2-4855-4661-b3ab-6648e354e33d"],
+Cell[468069, 11594, 6670, 168, 403, "Input",ExpressionUUID->"aa523cad-ef17-40cc-89cc-c64eb6383391"],
+Cell[CellGroupData[{
+Cell[474764, 11766, 1405, 40, 126, "Input",ExpressionUUID->"fe078a2d-2320-4d10-b6aa-b006e8a3fa12"],
+Cell[476172, 11808, 1210, 23, 70, "Output",ExpressionUUID->"72dbbb1d-1662-490a-abed-2e0be5299725"],
+Cell[477385, 11833, 1226, 23, 70, "Output",ExpressionUUID->"4c0c5f61-137d-438d-8b30-e1ee145562ce"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[478648, 11861, 486, 14, 61, "Input",ExpressionUUID->"20374ef9-ae7e-4dd0-8d00-8607702cb831"],
+Cell[479137, 11877, 250, 5, 42, "Output",ExpressionUUID->"78667397-84f5-4aef-b225-5ca6b0337c58"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[479424, 11887, 369, 8, 37, "Input",ExpressionUUID->"5e06c105-b984-48b5-bea1-56915ca53280"],
+Cell[479796, 11897, 1610, 37, 70, "Output",ExpressionUUID->"f140a0bd-5f25-48c7-bd7a-579448dfc192"]
+}, Open  ]],
+Cell[481421, 11937, 151, 3, 37, "Input",ExpressionUUID->"e856af2c-b9b1-4d44-a09f-2f136b0b1e56"],
+Cell[481575, 11942, 1973, 57, 288, "Input",ExpressionUUID->"23b87d3d-d99c-4cd8-ab80-5a298a4ad732"],
+Cell[CellGroupData[{
+Cell[483573, 12003, 738, 19, 37, "Input",ExpressionUUID->"bdd6b528-0d86-42e1-8d0a-f4462bb03d82"],
+Cell[484314, 12024, 4458, 91, 286, "Output",ExpressionUUID->"c746a074-8aa7-40a8-a4da-469df9e98fe2"]
+}, Open  ]],
+Cell[488787, 12118, 5194, 159, 416, "Input",ExpressionUUID->"01cf527e-c81b-407d-b1b9-fbcd124eb1aa"],
+Cell[CellGroupData[{
+Cell[494006, 12281, 659, 19, 60, "Input",ExpressionUUID->"a4b9b431-c6ee-4ea1-bab1-df40193f1a05"],
+Cell[494668, 12302, 5183, 101, 285, "Output",ExpressionUUID->"ae657a66-6f57-46ea-8cc0-6f95f755d15b"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[499888, 12408, 1002, 25, 37, "Input",ExpressionUUID->"135ce95d-0cfe-4fb3-b65c-384a732bf93e"],
+Cell[500893, 12435, 9719, 176, 285, "Output",ExpressionUUID->"ac0d1624-64e8-4a4b-99cc-a9ce416ca990"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[510649, 12616, 534, 16, 61, "Input",ExpressionUUID->"1a4a7021-5eb5-41cc-81cb-6408cf19f9d5"],
+Cell[511186, 12634, 355, 10, 67, "Output",ExpressionUUID->"dd76f3c7-8caa-4a05-a6d0-f8a556a703ae"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[511590, 12650, 253, 4, 47, "Subsection",ExpressionUUID->"dcab8960-1608-429e-8af2-fd02b4f5a576"],
+Cell[CellGroupData[{
+Cell[511868, 12658, 328, 8, 37, "Input",ExpressionUUID->"1c2efa80-ac7e-46f1-bc51-93d0a1b723fb"],
+Cell[512199, 12668, 246, 6, 42, "Output",ExpressionUUID->"c3b88201-980e-4af5-8753-a9e52c73ed0a"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[512482, 12679, 819, 25, 68, "Input",ExpressionUUID->"5ef839fe-9bab-470a-8ef4-91defe534297"],
+Cell[513304, 12706, 1585, 51, 72, "Output",ExpressionUUID->"4560c08e-28ee-4b4f-8b23-415c6b5b7c7e"]
+}, Open  ]],
+Cell[514904, 12760, 3517, 94, 301, "Input",ExpressionUUID->"a19634b0-c852-4dfe-92a0-4c4b749eb440"],
+Cell[518424, 12856, 6464, 190, 283, "Input",ExpressionUUID->"66031f99-f7b7-4c1a-8282-fe3c6973bcf1"],
+Cell[CellGroupData[{
+Cell[524913, 13050, 1711, 47, 77, "Input",ExpressionUUID->"afe01539-d0b5-45e8-a93a-ec77b8a7c554"],
+Cell[526627, 13099, 2140, 53, 356, "Output",ExpressionUUID->"c051a6c5-9ce7-4cc8-8390-1b7794f832d9"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[528804, 13157, 2759, 81, 277, "Input",ExpressionUUID->"17647d22-cadd-4d61-b3b9-b98f24a20dfa"],
+Cell[531566, 13240, 397, 9, 42, "Output",ExpressionUUID->"9406f5fd-f74f-4ef0-9fe4-804686042ea5"],
+Cell[531966, 13251, 416, 10, 42, "Output",ExpressionUUID->"b5eae5fc-c387-468d-905b-fbcb5971255f"],
+Cell[532385, 13263, 414, 10, 42, "Output",ExpressionUUID->"7534071a-2777-4ee2-a24c-db1de868460c"],
+Cell[532802, 13275, 413, 10, 42, "Output",ExpressionUUID->"d3a2cfc1-c949-40ed-a0b2-1aa36630cbb9"],
+Cell[533218, 13287, 415, 10, 42, "Output",ExpressionUUID->"963bf09f-ba52-4d87-99f8-73d3dd41f64d"]
+}, Open  ]],
+Cell[533648, 13300, 11276, 278, 720, "Input",ExpressionUUID->"14a65260-66c4-414f-9a9d-10d6c8c2449d",
+ InitializationCell->True],
+Cell[544927, 13580, 1503, 41, 117, "Input",ExpressionUUID->"201f10de-e8f1-403b-8756-f62ea5fea8ac"]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[546467, 13626, 230, 3, 47, "Subsection",ExpressionUUID->"bb2600b3-5ba7-4227-a098-30c07f624ae6"],
+Cell[CellGroupData[{
+Cell[546722, 13633, 848, 26, 70, "Input",ExpressionUUID->"c58fae20-b5c4-4046-a99a-6f086b659a93"],
+Cell[547573, 13661, 1518, 49, 72, "Output",ExpressionUUID->"cc350bfa-abe1-4195-802b-bc2aba8ab35d"]
+}, Open  ]],
+Cell[549106, 13713, 9173, 257, 557, "Input",ExpressionUUID->"8d7cf168-29e4-4415-b725-75d6610ed9d8"],
+Cell[CellGroupData[{
+Cell[558304, 13974, 1350, 39, 60, "Input",ExpressionUUID->"fa7f91da-4509-43c3-9d06-35196c58afe7"],
+Cell[559657, 14015, 1257, 33, 210, "Output",ExpressionUUID->"91f287fd-26f5-4b56-ab2a-5765e8f213a2"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[560951, 14053, 2882, 86, 288, "Input",ExpressionUUID->"50f28bbc-2ae6-4e30-b49d-8c99802b2d60"],
+Cell[563836, 14141, 625, 16, 70, "Output",ExpressionUUID->"b3e5b514-bf15-4c3a-9760-3d0e471f7488"],
+Cell[564464, 14159, 643, 16, 70, "Output",ExpressionUUID->"176ac804-2efc-45e6-b643-94ec022a8cc1"],
+Cell[565110, 14177, 391, 10, 42, "Output",ExpressionUUID->"5d53e157-8fe5-4a16-9d70-28032ec86511"],
+Cell[565504, 14189, 394, 10, 42, "Output",ExpressionUUID->"cf9b9ca7-5205-4061-ac85-f1d8b87b39d5"],
+Cell[565901, 14201, 391, 10, 42, "Output",ExpressionUUID->"e2bdb5fc-2307-4c23-8be1-2bd543203a98"]
+}, Open  ]],
+Cell[566307, 14214, 12544, 314, 733, "Input",ExpressionUUID->"c6e509ec-b677-4ae3-ad96-3583e3e64b77",
+ InitializationCell->True],
+Cell[578854, 14530, 55313, 1167, 2517, "Input",ExpressionUUID->"93dc4ca1-c9cd-43ac-9288-91c9898b47b5",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[634192, 15701, 1060, 22, 37, "Input",ExpressionUUID->"0a433fea-0d22-41a3-80eb-853a9f340676"],
+Cell[635255, 15725, 205, 4, 30, "Print",ExpressionUUID->"512229a4-afac-4846-a591-cceb4c8aa368"],
+Cell[635463, 15731, 538, 11, 42, "Output",ExpressionUUID->"bd07e29c-02f9-45af-bfa2-e641a5d432d2"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[636038, 15747, 467, 9, 37, "Input",ExpressionUUID->"bae13aa0-1202-4eeb-9231-e11a26eb8797"],
+Cell[636508, 15758, 456, 10, 42, "Output",ExpressionUUID->"b8d6d745-1545-48bc-a3ad-859043244d72"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[637001, 15773, 409, 10, 37, "Input",ExpressionUUID->"3f86852e-5717-4101-9b56-a25956879306"],
+Cell[637413, 15785, 257, 5, 30, "Print",ExpressionUUID->"0deb08ad-d9d5-4037-ace8-ffbe914b001d"],
+Cell[637673, 15792, 6065, 180, 90, "Output",ExpressionUUID->"a458d177-63d1-4074-837c-0d5e70a40cb8"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[643775, 15977, 407, 10, 37, "Input",ExpressionUUID->"acf35f42-51d9-4034-8b6c-edd6bc8176d4"],
+Cell[644185, 15989, 230, 4, 30, "Print",ExpressionUUID->"1a81443a-a7be-4838-af0d-0122cc48990b"],
+Cell[644418, 15995, 6025, 178, 90, "Output",ExpressionUUID->"81f0a204-f210-4114-9ccd-6940fd62bdba"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[650480, 16178, 457, 11, 37, "Input",ExpressionUUID->"2b5d392a-3243-4604-aa1e-93d4cf389c9f"],
+Cell[650940, 16191, 6130, 182, 90, "Output",ExpressionUUID->"92f1dd55-b07d-4328-9ade-ccdd17ef5416"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[657119, 16379, 349, 5, 47, "Subsection",ExpressionUUID->"01967205-2608-432b-af12-910c95fc552e"],
+Cell[657471, 16386, 210, 4, 43, "Text",ExpressionUUID->"abe8efbb-6dd1-46ba-a704-d01b31b3bad6"],
+Cell[657684, 16392, 1286, 40, 60, "Input",ExpressionUUID->"942adccc-1fca-46dd-ab16-43e0aa809a3b"],
+Cell[CellGroupData[{
+Cell[658995, 16436, 1137, 30, 58, "Input",ExpressionUUID->"145586f6-7a30-48d7-b038-b41461e656e6"],
+Cell[660135, 16468, 19500, 395, 301, "Output",ExpressionUUID->"626df6f1-18a3-4420-8081-5c5d7285759d"]
+}, Open  ]],
+Cell[679650, 16866, 857, 20, 101, "Text",ExpressionUUID->"221842b7-b25e-4a5d-92ee-5ca63a56493d"],
+Cell[CellGroupData[{
+Cell[680532, 16890, 950, 29, 40, "Input",ExpressionUUID->"0e8671b3-cd3a-48b0-8d57-ff75093b37f5"],
+Cell[681485, 16921, 365, 9, 42, "Output",ExpressionUUID->"603abd26-3b9d-4a8e-874d-188f6702424c"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[681899, 16936, 369, 6, 47, "Subsection",ExpressionUUID->"b9a0eb4f-5a90-4bc1-a4d4-1af03af5a357"],
+Cell[682271, 16944, 263, 5, 43, "Text",ExpressionUUID->"ef47e862-6f45-40b2-abb3-37aac9022e7b"],
+Cell[CellGroupData[{
+Cell[682559, 16953, 2049, 61, 110, "Input",ExpressionUUID->"babc8dbb-7b4f-4fc2-a7a8-78db8d1ccc3c"],
+Cell[684611, 17016, 282, 5, 42, "Output",ExpressionUUID->"57317994-8ae0-4fdf-bc6f-32e3dae9bb42"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[684930, 17026, 1293, 33, 60, "Input",ExpressionUUID->"880c8ba0-5f4c-47c6-9ad9-e0afe800bc08"],
+Cell[686226, 17061, 24014, 488, 307, "Output",ExpressionUUID->"4a07e605-dd03-483e-9065-bf15cc27340c"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[710277, 17554, 857, 24, 40, "Input",ExpressionUUID->"c2962be8-f568-4f9d-a416-536a0ba75ed1"],
+Cell[711137, 17580, 391, 9, 42, "Output",ExpressionUUID->"a9316a54-a232-49f9-a241-2a3a310f725c"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[711577, 17595, 170, 3, 47, "Subsection",ExpressionUUID->"9d02eb2e-f01f-4069-81c1-8b451c0468df"],
+Cell[711750, 17600, 7798, 203, 1033, "Input",ExpressionUUID->"ba6300cd-8eac-4c7f-bee5-374dab4f8e90"],
+Cell[CellGroupData[{
+Cell[719573, 17807, 3659, 85, 541, "Input",ExpressionUUID->"ce161876-4534-4086-9b76-f3028dce4faa"],
+Cell[723235, 17894, 307515, 5416, 677, "Output",ExpressionUUID->"22c0782e-ebc2-4690-8901-147ca90f890a"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1030799, 23316, 164, 3, 47, "Subsection",ExpressionUUID->"81501860-e831-46c8-add0-cd5165dd0fdc"],
+Cell[1030966, 23321, 1298, 36, 85, "Input",ExpressionUUID->"46bb3386-ba05-4560-acd3-c1b203c2f806"],
+Cell[CellGroupData[{
+Cell[1032289, 23361, 936, 26, 56, "Input",ExpressionUUID->"4c2d8ad1-09be-4033-bb59-802c26e7a13c"],
+Cell[1033228, 23389, 232, 5, 42, "Output",ExpressionUUID->"375c3a01-facf-49d9-88d8-7914422bdce1"]
+}, Open  ]],
+Cell[1033475, 23397, 6591, 189, 518, "Input",ExpressionUUID->"2b2de79d-736a-4e3d-b2fb-b1bcccaded6a"],
+Cell[CellGroupData[{
+Cell[1040091, 23590, 1777, 52, 72, "Input",ExpressionUUID->"925d8bba-9c49-462d-ab44-28bc760ddf5b"],
+Cell[1041871, 23644, 182, 3, 42, "Output",ExpressionUUID->"5b43a8c7-32a1-41ee-871a-b5884e991e81"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1042090, 23652, 3468, 106, 175, "Input",ExpressionUUID->"175e7dcb-49ca-4660-99e5-116bc28e6978"],
+Cell[1045561, 23760, 1130, 34, 75, "Output",ExpressionUUID->"a017dc2b-596c-4c39-9885-c91d3276aa35"],
+Cell[1046694, 23796, 462, 12, 63, "Output",ExpressionUUID->"2be3a28c-1e5f-43ff-bc54-8b6b0d38883e"],
+Cell[1047159, 23810, 710, 21, 63, "Output",ExpressionUUID->"855d39a0-a78e-48b9-8c10-baaddb303f8d"],
+Cell[1047872, 23833, 282, 5, 42, "Output",ExpressionUUID->"577e6239-9b32-41b0-b041-c696a9539d5a"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1048191, 23843, 2322, 69, 175, "Input",ExpressionUUID->"ce70e1fc-dd5a-485c-ac4f-07050d2edd2d"],
+Cell[1050516, 23914, 2617, 80, 75, "Output",ExpressionUUID->"84dbe9b0-d4be-4df7-ac60-770b154d8b74"],
+Cell[1053136, 23996, 656, 19, 63, "Output",ExpressionUUID->"637d2e64-1d27-42a1-ad5b-c4dbdc171786"],
+Cell[1053795, 24017, 1154, 37, 63, "Output",ExpressionUUID->"cf22062c-99c9-4862-aece-517d9efd94a6"],
+Cell[1054952, 24056, 791, 21, 67, "Output",ExpressionUUID->"4b35b66a-fcae-4d5b-a4df-8905c8a1697d"]
+}, Open  ]],
+Cell[1055758, 24080, 2373, 68, 147, "Input",ExpressionUUID->"6a8ad2b0-75dc-4b02-beb2-ab231f96fdc4"],
+Cell[CellGroupData[{
+Cell[1058156, 24152, 1845, 54, 70, "Input",ExpressionUUID->"363fccb6-035a-410f-baa8-a92724a9db8e"],
+Cell[1060004, 24208, 508, 13, 63, "Output",ExpressionUUID->"21c2bacc-1ec9-4c7f-8567-9147ed474276"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1060549, 24226, 1640, 49, 70, "Input",ExpressionUUID->"74e157b7-95b1-49f5-8621-86b0fa30af12"],
+Cell[1062192, 24277, 2165, 66, 81, "Output",ExpressionUUID->"1cde788d-1f0c-46a8-bb2b-3891776cc01f"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1064394, 24348, 3798, 98, 207, "Input",ExpressionUUID->"ccc0dab5-d7d9-401e-b4cf-738eb78ac738"],
+Cell[1068195, 24448, 3047, 83, 137, "Output",ExpressionUUID->"588c0391-5961-4883-a99f-7b42dec2339e"],
+Cell[1071245, 24533, 1260, 27, 63, "Output",ExpressionUUID->"6464e05c-91cf-4a1c-a9f1-e4780494df68"],
+Cell[1072508, 24562, 1677, 42, 63, "Output",ExpressionUUID->"129cfb75-fce5-4de1-bbcb-94df0b23afda"],
+Cell[1074188, 24606, 1481, 35, 67, "Output",ExpressionUUID->"438f2756-5d5c-4506-9a3f-ead30423669e"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1075706, 24646, 821, 26, 63, "Input",ExpressionUUID->"66716622-36b0-4847-99ec-2328ea152a2b"],
+Cell[1076530, 24674, 578, 15, 45, "Output",ExpressionUUID->"08ed5c89-6a55-4ad2-9368-704399a688c7"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1077145, 24694, 3028, 87, 207, "Input",ExpressionUUID->"30d6fafc-be47-40a9-b136-c40535002439"],
+Cell[1080176, 24783, 2370, 74, 137, "Output",ExpressionUUID->"ddc2c899-801d-490d-a6ce-f406d8bd74a2"],
+Cell[1082549, 24859, 543, 12, 42, "Output",ExpressionUUID->"4e7ff591-afbf-4f44-91d7-60635db00dfc"],
+Cell[1083095, 24873, 957, 27, 70, "Output",ExpressionUUID->"265e1bbd-024a-48a1-8314-7df642220881"],
+Cell[1084055, 24902, 770, 17, 45, "Output",ExpressionUUID->"09a3a6ac-4879-49a2-8d65-b255e277f1db"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1084862, 24924, 1089, 29, 90, "Input",ExpressionUUID->"007b05ee-4b78-4a58-abce-125dd9edcd2f"],
+Cell[1085954, 24955, 821, 18, 45, "Output",ExpressionUUID->"58d067ca-b459-41e9-80dc-eb32a9673de5"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1086812, 24978, 906, 29, 60, "Input",ExpressionUUID->"3a924efb-982d-45fd-a5a2-b29690663fd5"],
+Cell[1087721, 25009, 698, 16, 45, "Output",ExpressionUUID->"c9eaccf6-0a19-47ec-b201-b9ad0daac2d4"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1088456, 25030, 1714, 54, 60, "Input",ExpressionUUID->"8841d7a3-4cf6-4c38-a54b-026aab542690"],
+Cell[1090173, 25086, 331, 6, 42, "Output",ExpressionUUID->"700b5c4a-3b85-4415-b908-5fce0c308fe9"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1090541, 25097, 2827, 82, 110, "Input",ExpressionUUID->"17ae7fcc-3995-415b-b625-ec234ae8b826"],
+Cell[1093371, 25181, 8666, 166, 297, "Output",ExpressionUUID->"24f2683d-ea1b-4619-b6c5-e3e6e96a5ea8"]
+}, Open  ]],
+Cell[1102052, 25350, 275, 4, 43, "Text",ExpressionUUID->"2d2bf2a4-4c5e-4da2-827b-e93d2df76b98"],
+Cell[CellGroupData[{
+Cell[1102352, 25358, 2140, 63, 81, "Input",ExpressionUUID->"d8db5286-3c42-46a9-a1c2-d5599ae5ee2d"],
+Cell[1104495, 25423, 327, 5, 42, "Output",ExpressionUUID->"3d87b4a2-5740-4709-ab0a-9a39983925ab"]
+}, Open  ]],
+Cell[1104837, 25431, 1033, 33, 73, "Input",ExpressionUUID->"84caa3c2-d8ed-4c2e-8a1f-16e3c9c687fe"],
+Cell[CellGroupData[{
+Cell[1105895, 25468, 3771, 107, 161, "Input",ExpressionUUID->"007b7f82-3304-48c6-a928-81e23d16b0b7"],
+Cell[1109669, 25577, 256, 4, 42, "Output",ExpressionUUID->"f87c1fa1-f47f-4323-aa05-43584bb20d5d"]
+}, Open  ]],
+Cell[1109940, 25584, 1303, 40, 88, "Input",ExpressionUUID->"24c1a3a3-0dff-4b4c-b233-717406520f76"],
+Cell[CellGroupData[{
+Cell[1111268, 25628, 1914, 56, 81, "Input",ExpressionUUID->"95771506-9b4c-4bbe-b234-55d7f7ebd28a"],
+Cell[1113185, 25686, 231, 5, 42, "Output",ExpressionUUID->"3fbcb429-9ee6-42c0-8f29-00170380e8b6"]
+}, Open  ]],
+Cell[1113431, 25694, 879, 27, 73, "Input",ExpressionUUID->"42d33e32-fd2f-4752-8456-c14ff5ab1353"],
+Cell[CellGroupData[{
+Cell[1114335, 25725, 1676, 49, 98, "Input",ExpressionUUID->"33948ee2-57a1-4b88-bc9b-f177711c3105"],
+Cell[1116014, 25776, 204, 4, 42, "Output",ExpressionUUID->"83d7d992-2b2b-4c6b-9ccb-b0810b4421a1"],
+Cell[1116221, 25782, 202, 4, 42, "Output",ExpressionUUID->"22a03796-7f69-4faf-b739-14eb886aa0eb"],
+Cell[1116426, 25788, 202, 4, 42, "Output",ExpressionUUID->"92faa21b-3cd9-4d9d-9db6-a5638b770e96"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1116665, 25797, 4216, 131, 187, "Input",ExpressionUUID->"4d025fbf-53e5-464a-b122-6bdf0cd18774"],
+Cell[1120884, 25930, 223, 4, 42, "Output",ExpressionUUID->"2a35043f-024a-45ef-b14c-42b4e4e349d7"],
+Cell[1121110, 25936, 221, 4, 42, "Output",ExpressionUUID->"cc284571-4841-4e53-8ff7-b9925b97d37a"],
+Cell[1121334, 25942, 220, 4, 42, "Output",ExpressionUUID->"de99daf9-3dce-45a7-bde3-2bdb89bd92d4"]
+}, Open  ]],
+Cell[1121569, 25949, 984, 29, 40, "Input",ExpressionUUID->"5ea8da47-5a16-4abb-8f21-587913476aac"],
+Cell[CellGroupData[{
+Cell[1122578, 25982, 3250, 95, 151, "Input",ExpressionUUID->"e0d49e50-3372-4a0e-a06f-053f533d88e5"],
+Cell[1125831, 26079, 196, 4, 42, "Output",ExpressionUUID->"7435dcf7-560e-4799-b1a9-143ba94000b7"],
+Cell[1126030, 26085, 194, 4, 42, "Output",ExpressionUUID->"b46e01df-193d-4f93-a6db-6943aedab220"],
+Cell[1126227, 26091, 194, 4, 42, "Output",ExpressionUUID->"2ffbbe28-2fdb-4fe6-aba9-101da07213ae"],
+Cell[1126424, 26097, 177, 3, 42, "Output",ExpressionUUID->"01ded7e4-3b10-4ff9-b57e-501422e650db"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1126662, 26107, 219, 4, 66, "Section",ExpressionUUID->"76d52893-14a9-4cab-86c6-332b5fb21365"],
+Cell[CellGroupData[{
+Cell[1126906, 26115, 161, 3, 67, "Subsection",ExpressionUUID->"3fef39c9-17d4-4489-88f3-9569d0e87e25"],
+Cell[1127070, 26120, 525, 15, 65, "Input",ExpressionUUID->"6aab4c4d-245a-4a89-86cc-99e7ab25f37c"],
+Cell[CellGroupData[{
+Cell[1127620, 26139, 777, 21, 56, "Input",ExpressionUUID->"91dabb2c-ce91-4c75-bbf0-12233ef26300"],
+Cell[1128400, 26162, 366, 10, 42, "Output",ExpressionUUID->"a849a460-809a-49ef-adc9-555b59ab6b07"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1128803, 26177, 933, 29, 41, "Input",ExpressionUUID->"9a32a31a-42c5-41ae-8c4b-46adeefb0e71"],
+Cell[1129739, 26208, 249, 6, 42, "Output",ExpressionUUID->"ec53ae3d-027b-4113-a47f-ab248f7e81e1"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1130025, 26219, 1162, 34, 60, "Input",ExpressionUUID->"a14e3040-c79e-4c7f-9f74-338f596a0031"],
+Cell[1131190, 26255, 274, 7, 63, "Output",ExpressionUUID->"74d1a418-22ca-46a1-9a99-779d6afe4fbb"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1131501, 26267, 789, 22, 65, "Input",ExpressionUUID->"136cfe6b-ba09-4e70-bf01-b4a97ea9c07e"],
+Cell[1132293, 26291, 454, 12, 63, "Output",ExpressionUUID->"86ae28f9-8e75-4eca-9ea3-ef262f2bcd87"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1132784, 26308, 2493, 79, 172, "Input",ExpressionUUID->"df8bc4b9-6b4f-4ec0-af9a-ce941d9e7c15"],
+Cell[1135280, 26389, 339, 8, 42, "Output",ExpressionUUID->"b48093db-8875-4310-833b-b001d1c79e71"],
+Cell[1135622, 26399, 339, 8, 42, "Output",ExpressionUUID->"f0ed5f1c-4e68-4011-a6fd-2a4c86ba431d"],
+Cell[1135964, 26409, 338, 8, 42, "Output",ExpressionUUID->"9645450e-5718-4593-a02d-b85c8ba4bd78"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1136351, 26423, 378, 6, 47, "Subsection",ExpressionUUID->"2f9cadae-aad2-4b77-9dcc-6cd5ba4f1d01"],
+Cell[1136732, 26431, 4284, 106, 271, "Input",ExpressionUUID->"a0115006-10f2-4120-ab18-5dec0df210ce"],
+Cell[1141019, 26539, 3546, 82, 190, "Input",ExpressionUUID->"dbc52a59-ac9c-44f4-a72f-ee3fceb7a62b"],
+Cell[1144568, 26623, 4672, 126, 160, "Input",ExpressionUUID->"6224db65-5bc3-4a09-a38f-9b791b8d1e0c"],
+Cell[CellGroupData[{
+Cell[1149265, 26753, 2263, 57, 158, "Input",ExpressionUUID->"f0cd9b57-631d-4ef0-8035-e8ce7f5c4c07"],
+Cell[1151531, 26812, 1227, 20, 42, "Output",ExpressionUUID->"1a295e35-0cac-4b97-9608-8cf232d572b1"],
+Cell[1152761, 26834, 1225, 20, 42, "Output",ExpressionUUID->"26940be3-18c9-4978-8e63-904ff16be407"],
+Cell[1153989, 26856, 1244, 21, 42, "Output",ExpressionUUID->"54be07da-edd9-4548-a2d8-569bf099afb0"]
+}, Open  ]],
+Cell[1155248, 26880, 2900, 79, 170, "Input",ExpressionUUID->"b76ce2a4-493c-478c-8322-905ec89d1a9f"],
+Cell[CellGroupData[{
+Cell[1158173, 26963, 5848, 134, 647, "Input",ExpressionUUID->"52a2fdbd-2724-45a3-a89c-a371069b580d"],
+Cell[1164024, 27099, 314059, 5701, 685, "Output",ExpressionUUID->"81aab8f2-70ff-4cb6-8a77-9ec14eba3c2f"]
+}, Open  ]]
+}, Closed]]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1478156, 32808, 316, 5, 122, "Title",ExpressionUUID->"949ad03f-d58b-4241-96f5-b400e7946fe4"],
+Cell[CellGroupData[{
+Cell[1478497, 32817, 2816, 83, 101, "Input",ExpressionUUID->"80e49bc5-f392-4650-a62d-79b9163a41b2"],
+Cell[1481316, 32902, 157, 3, 42, "Output",ExpressionUUID->"5f105e81-fe51-4909-8d36-fa21edd829aa"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1481510, 32910, 1107, 33, 57, "Input",ExpressionUUID->"51557400-4a2a-47af-aec7-1eb15e8853d9"],
+Cell[1482620, 32945, 353, 6, 42, "Output",ExpressionUUID->"08430307-3eb6-4d61-934d-2bb3e0671c65"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1483010, 32956, 1045, 25, 98, "Input",ExpressionUUID->"88d3ca5f-bed0-45b1-8327-ce7569dea99b"],
+Cell[1484058, 32983, 2293, 65, 46, "Output",ExpressionUUID->"901bb789-5185-4063-8a75-eef1fff5b01c"]
+}, Open  ]],
+Cell[1486366, 33051, 642, 21, 47, "Input",ExpressionUUID->"f6e5faa6-ce53-4f31-a1ea-0f27b5b83c4a"],
+Cell[CellGroupData[{
+Cell[1487033, 33076, 1058, 30, 37, "Input",ExpressionUUID->"6dfa7aec-806e-48c8-90c6-223e1c3a7daf"],
+Cell[1488094, 33108, 988, 32, 76, "Output",ExpressionUUID->"acb8a4dd-565e-41d9-8791-ef0e7ea4cb26"]
+}, Open  ]],
+Cell[1489097, 33143, 3069, 95, 193, "Input",ExpressionUUID->"20a5f17a-dee7-4892-90e3-e5e3adb342d2"],
+Cell[1492169, 33240, 228, 5, 37, "Input",ExpressionUUID->"b84aeb90-399e-4535-889b-770a69ac34ae"],
+Cell[CellGroupData[{
+Cell[1492422, 33249, 845, 27, 111, "Input",ExpressionUUID->"33e3fc9c-c7d1-4a16-a685-3f05acccc4f5"],
+Cell[1493270, 33278, 990, 34, 108, "Output",ExpressionUUID->"49e75206-f1e0-4370-aac2-7ecaf35c9cd0"],
+Cell[1494263, 33314, 2394, 74, 153, "Output",ExpressionUUID->"3dba555e-76cc-4683-a3d6-f3a4a5ebcb44"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1496694, 33393, 340, 12, 41, "Input",ExpressionUUID->"32f0d4f1-ef0d-48ac-a060-b181e2e73a92"],
+Cell[1497037, 33407, 239, 8, 42, "Output",ExpressionUUID->"3d81738b-ce7e-4122-9175-6cbd17754a2e"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1497313, 33420, 1163, 37, 60, "Input",ExpressionUUID->"d0590162-e3ec-4a7e-a8e3-d716b809a2c3"],
+Cell[1498479, 33459, 1012, 35, 61, "Output",ExpressionUUID->"9a4dc630-893b-46a9-8146-62d3fcd59c72"]
+}, Open  ]],
+Cell[1499506, 33497, 177, 5, 37, "Input",ExpressionUUID->"b0dec0e2-b2a7-4c9c-8e40-07e2d7f838b7"],
+Cell[CellGroupData[{
+Cell[1499708, 33506, 555, 15, 58, "Input",ExpressionUUID->"5d06dc52-682d-4e61-918d-e49499818d86"],
+Cell[1500266, 33523, 236, 5, 42, "Output",ExpressionUUID->"5db4e58f-88d7-4c3b-bbb4-75882467f5ea"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1500539, 33533, 2235, 66, 106, "Input",ExpressionUUID->"de27e6cd-9769-4ae1-b6c3-2331befefae5"],
+Cell[1502777, 33601, 5927, 117, 298, "Output",ExpressionUUID->"cd66dca3-1473-433d-bc7c-4128bf29c7d4"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1508741, 33723, 679, 21, 37, "Input",ExpressionUUID->"ee96f0c6-bb02-441b-b3ad-28b43fe92251"],
+Cell[1509423, 33746, 12858, 364, 655, "Output",ExpressionUUID->"c9cea9d9-dae8-4486-b4f1-de115887e6b6"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1522318, 34115, 954, 27, 130, "Input",ExpressionUUID->"9e2c8a78-0b27-49ac-8973-89a7ef2f049b"],
+Cell[1523275, 34144, 761, 24, 61, "Output",ExpressionUUID->"73902afd-b440-4fd8-9951-61d42641ec94"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1524073, 34173, 596, 16, 37, "Input",ExpressionUUID->"632a382f-b2d9-452b-bdd9-279cc27d3736"],
+Cell[1524672, 34191, 386, 11, 62, "Output",ExpressionUUID->"55cb6465-0d64-469a-a091-9ac553aff0a1"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1525095, 34207, 459, 13, 37, "Input",ExpressionUUID->"e7579c0e-5fe2-4dee-a39e-03e5aaa29e56"],
+Cell[1525557, 34222, 2261, 57, 298, "Output",ExpressionUUID->"4c3f1f75-d14b-49d4-960d-a4df952bc443"]
+}, Open  ]],
+Cell[1527833, 34282, 642, 21, 47, "Input",ExpressionUUID->"113cc010-ef13-43ce-b900-a4898d1f920b"],
+Cell[CellGroupData[{
+Cell[1528500, 34307, 1058, 30, 37, "Input",ExpressionUUID->"de6116b9-37de-4c33-b286-f16be9d82515"],
+Cell[1529561, 34339, 988, 32, 76, "Output",ExpressionUUID->"93306795-95bf-4aa0-b953-32cb2722cee7"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1530598, 34377, 393, 6, 90, "Title",ExpressionUUID->"fd58c766-e2bc-46fc-ac58-9e6e23d8bb33"],
+Cell[CellGroupData[{
+Cell[1531016, 34387, 1726, 56, 137, "Input",ExpressionUUID->"9932d2cc-fe66-4d88-afdf-eb228ff58fef"],
+Cell[1532745, 34445, 205, 5, 42, "Output",ExpressionUUID->"bfca1597-11c0-47c8-9d37-e3e350983f23"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1532987, 34455, 3574, 98, 80, "Input",ExpressionUUID->"d4d9348c-173e-44a7-ae65-80e360f29efb"],
+Cell[1536564, 34555, 1266, 20, 42, "Output",ExpressionUUID->"8b724131-824d-4509-aa83-aefae5631760"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1537867, 34580, 5239, 154, 235, "Input",ExpressionUUID->"c7533afb-668d-4800-b6fe-126a0f825d98"],
+Cell[1543109, 34736, 523, 8, 42, "Output",ExpressionUUID->"ea2bbbfe-7721-4d7e-8b0e-9bed61bcc07d"],
+Cell[1543635, 34746, 521, 8, 42, "Output",ExpressionUUID->"ae914970-796a-47bb-914d-b8dc9d15e37e"],
+Cell[1544159, 34756, 523, 8, 42, "Output",ExpressionUUID->"d233f0d2-bf3d-442f-aff4-cc30cc42ff20"],
+Cell[1544685, 34766, 523, 8, 42, "Output",ExpressionUUID->"d3e446e4-a75c-4b25-b798-7a6fd5a8cbe2"]
+}, Open  ]],
+Cell[1545223, 34777, 168, 3, 37, "Input",ExpressionUUID->"d8a4ec23-51f4-4b5a-bf4c-9eb0a99be8ba"],
+Cell[CellGroupData[{
+Cell[1545416, 34784, 2157, 60, 102, "Input",ExpressionUUID->"b95b3b0d-6377-41ca-8cd9-d791cb58ce84"],
+Cell[1547576, 34846, 1202, 23, 42, "Output",ExpressionUUID->"19a54e9c-6574-4537-9132-170e9e041189"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1548815, 34874, 734, 22, 37, "Input",ExpressionUUID->"140ac05e-45f6-41fe-961c-7ca58bc12200"],
+Cell[1549552, 34898, 535, 14, 42, "Output",ExpressionUUID->"8d1ab899-ab11-4bee-84a8-09eb3633566d"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1550124, 34917, 5428, 157, 118, "Input",ExpressionUUID->"dff65923-7007-4cf8-90b8-eb65c25ed2e4"],
+Cell[1555555, 35076, 331, 7, 42, "Output",ExpressionUUID->"4092fc11-4b41-4dbf-8462-1cd1cc81f13a"],
+Cell[1555889, 35085, 333, 7, 42, "Output",ExpressionUUID->"4c01f9d9-cec1-4108-a9f7-f9915de2223e"],
+Cell[1556225, 35094, 331, 7, 42, "Output",ExpressionUUID->"337efd9d-ae63-4d27-9ef6-7ed96169ce15"],
+Cell[1556559, 35103, 331, 7, 42, "Output",ExpressionUUID->"ac05099c-294e-48c2-b697-db48903c3956"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1556927, 35115, 3553, 106, 118, "Input",ExpressionUUID->"31a9a491-b67c-40cf-b7a4-27488ee45e6d"],
+Cell[1560483, 35223, 179, 4, 42, "Output",ExpressionUUID->"cf01ad5b-8aec-451f-bc9e-cb05472aee03"],
+Cell[1560665, 35229, 179, 4, 42, "Output",ExpressionUUID->"555bea95-5b31-4c7c-a320-1b299d55ebc8"],
+Cell[1560847, 35235, 181, 4, 42, "Output",ExpressionUUID->"43916e15-d3e4-467e-85f5-a6806f0a596b"],
+Cell[1561031, 35241, 179, 4, 42, "Output",ExpressionUUID->"214184d3-6a06-4e47-993f-1b5d33c2f98c"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1561247, 35250, 1581, 48, 67, "Input",ExpressionUUID->"91d3b306-91b1-48b7-a8fe-927d87c7d1de"],
+Cell[1562831, 35300, 513, 14, 42, "Output",ExpressionUUID->"78f8f7a7-5648-4900-8486-498e8dba09d6"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1563393, 35320, 199, 4, 90, "Title",ExpressionUUID->"1d403dc2-f08a-4583-9fab-6c4623cf1495"],
+Cell[1563595, 35326, 561, 17, 63, "Input",ExpressionUUID->"fa50b839-2dff-432b-a27a-837e1ba9f9d3"],
+Cell[1564159, 35345, 469, 13, 60, "Input",ExpressionUUID->"b67bafb9-0950-4c25-a04d-00d5d8ae0b11"],
+Cell[1564631, 35360, 713, 21, 63, "Input",ExpressionUUID->"1f6affa5-6e1b-4e56-a5b7-04e66d570c7c"],
+Cell[1565347, 35383, 998, 32, 67, "Input",ExpressionUUID->"d14368c6-4ad4-417d-8e01-a60e49579f9b"],
+Cell[1566348, 35417, 253, 6, 37, "Input",ExpressionUUID->"d6434ea9-1340-4c47-84b1-a58af545b859"],
+Cell[1566604, 35425, 488, 16, 37, "Input",ExpressionUUID->"d751b9f1-f9ca-41f4-bb2e-9095e9d60dbc"],
+Cell[1567095, 35443, 184, 4, 37, "Input",ExpressionUUID->"13cb38ee-c205-482e-a55f-3d75c0bf39e9"],
+Cell[1567282, 35449, 519, 17, 37, "Input",ExpressionUUID->"1fbdcbf9-7764-4c9d-abfa-20660b46b751"],
+Cell[1567804, 35468, 1699, 54, 66, "Input",ExpressionUUID->"b84f445f-123b-4569-b860-228e72ad59a8"],
+Cell[1569506, 35524, 359, 11, 37, "Input",ExpressionUUID->"44400ffc-cedc-4c82-a2ff-829880de79ec"],
+Cell[CellGroupData[{
+Cell[1569890, 35539, 334, 8, 65, "Input",ExpressionUUID->"16df79d4-ca95-4f78-9351-cf08b3cb40f0"],
+Cell[1570227, 35549, 793, 22, 67, "Output",ExpressionUUID->"ffaf0312-051e-49fe-b40d-ec2b3d6157c6"],
+Cell[1571023, 35573, 172, 3, 42, "Output",ExpressionUUID->"df9b40fa-cb0e-43d8-b10a-9182debb5037"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1571232, 35581, 1441, 42, 65, "Input",ExpressionUUID->"33bede2a-db3c-4650-a0a4-21096c1830fd"],
+Cell[1572676, 35625, 147, 3, 42, "Output",ExpressionUUID->"8d502ccd-0870-401c-8a70-dca00e111acf"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1572860, 35633, 765, 20, 37, "Input",ExpressionUUID->"97b2e2f7-8bdc-4c88-986d-d109dd961136"],
+Cell[1573628, 35655, 6165, 122, 293, "Output",ExpressionUUID->"3d258cde-b27b-41f6-b1e4-e98ece0e3d43"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1579830, 35782, 979, 32, 66, "Input",ExpressionUUID->"653c5899-e6ae-4ec0-8b10-e83ed45ebd0c"],
+Cell[1580812, 35816, 1098, 35, 76, "Output",ExpressionUUID->"c2af1af0-15be-4ee0-9d43-25a986858c96"]
+}, Open  ]],
+Cell[1581925, 35854, 1203, 38, 72, "Input",ExpressionUUID->"3e76b7e2-b7ff-4428-81e6-8a57b469152c"],
+Cell[1583131, 35894, 1177, 37, 72, "Input",ExpressionUUID->"4d7ac420-63e3-4ef4-972f-650c0f2234d3"]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1584345, 35936, 154, 3, 89, "Title",ExpressionUUID->"0d064af6-f79c-491f-8692-fde40df7f87a"],
+Cell[CellGroupData[{
+Cell[1584524, 35943, 150, 3, 83, "Section",ExpressionUUID->"289a4b39-91e5-4eaf-a53e-d76425ba284f"],
+Cell[1584677, 35948, 10213, 287, 282, "Input",ExpressionUUID->"f4f4756b-9191-487c-b756-84517c5eadba"]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1594927, 36240, 153, 3, 66, "Section",ExpressionUUID->"bb03ae38-4ed9-4ee5-8479-6154d45dfcba"],
+Cell[CellGroupData[{
+Cell[1595105, 36247, 157, 3, 67, "Subsection",ExpressionUUID->"fce6662f-9a44-44f9-814e-91c92eaadb1a"],
+Cell[CellGroupData[{
+Cell[1595287, 36254, 2422, 63, 338, "Input",ExpressionUUID->"810003a7-1cd2-41a8-801f-735a7a5d32f1"],
+Cell[1597712, 36319, 8626, 219, 87, "Output",ExpressionUUID->"3b19727c-2be4-4fa0-a65e-598e66300e1c"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1606387, 36544, 205, 4, 47, "Subsection",ExpressionUUID->"0708d47a-3b8e-4a3a-9ec7-df050a81d651"],
+Cell[CellGroupData[{
+Cell[1606617, 36552, 7597, 192, 452, "Input",ExpressionUUID->"cd7ee22e-e7b4-4041-9ada-d5c7f8ba84f4"],
+Cell[1614217, 36746, 8626, 219, 87, "Output",ExpressionUUID->"676414ae-4c9c-4c67-8bef-c55f61409d10"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1622892, 36971, 159, 3, 47, "Subsection",ExpressionUUID->"f6888fa2-004b-49c6-8f80-1779a8d16030"],
+Cell[CellGroupData[{
+Cell[1623076, 36978, 5158, 104, 332, "Input",ExpressionUUID->"751dff7e-830c-4183-b387-8701aad13f69"],
+Cell[1628237, 37084, 8835, 222, 87, "Output",ExpressionUUID->"04d998b2-f414-4a09-a3c7-7323688f4634"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1637133, 37313, 263, 4, 66, "Section",ExpressionUUID->"e4ba86ba-dcc7-4135-ad04-825e01aa413a"],
+Cell[CellGroupData[{
+Cell[1637421, 37321, 2150, 50, 96, "Input",ExpressionUUID->"4a15679a-e806-44c0-ab7f-59be0444f144"],
+Cell[1639574, 37373, 2922, 77, 401, "Output",ExpressionUUID->"240e0870-53a3-4992-bdc1-5a00ec936b5b"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1642533, 37455, 939, 28, 65, "Input",ExpressionUUID->"9e9af3fe-8f75-47d4-b421-6fc6d840d824"],
+Cell[1643475, 37485, 2060, 39, 306, "Output",ExpressionUUID->"1ec7ced5-8756-4e55-ad0e-18b08f7f308e"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1645572, 37529, 1173, 27, 65, "Input",ExpressionUUID->"46365b4a-6341-4fdd-bb3b-297e4f34ac4f"],
+Cell[1646748, 37558, 1010, 20, 70, "Output",ExpressionUUID->"5c391593-019d-41e6-9595-f519ba1c5231"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1647795, 37583, 781, 22, 65, "Input",ExpressionUUID->"35434a53-4b91-44ed-825d-5dbea4e17092"],
+Cell[1648579, 37607, 5107, 102, 296, "Output",ExpressionUUID->"1185b131-bf76-4290-bf37-33f94de9e706"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1653747, 37716, 405, 6, 89, "Title",ExpressionUUID->"4f34be00-29c3-4e77-aa66-f6a847d0c3f1"],
+Cell[1654155, 37724, 180, 3, 37, "Input",ExpressionUUID->"8d263452-835c-4c7d-9a1d-bc8805b994fc"],
+Cell[CellGroupData[{
+Cell[1654360, 37731, 2628, 79, 103, "Input",ExpressionUUID->"f62802e4-168a-4fe1-9a30-b6797d8c7bf3"],
+Cell[1656991, 37812, 232, 4, 42, "Output",ExpressionUUID->"f33b8741-b458-43c0-9516-662e18b23324"]
+}, Open  ]],
+Cell[1657238, 37819, 1009, 24, 103, "Input",ExpressionUUID->"9a5826c2-98dd-4be8-9b9c-b2df6f19cbe0"],
+Cell[CellGroupData[{
+Cell[1658272, 37847, 1265, 33, 37, "Input",ExpressionUUID->"66c866db-ed84-4bea-8780-2dc993e19ea0"],
+Cell[1659540, 37882, 29379, 581, 291, "Output",ExpressionUUID->"a32a5425-e6e9-412e-b50f-763c7a7796d8"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1688956, 38468, 384, 10, 58, "Input",ExpressionUUID->"581cef85-48d7-4b0e-a276-83a7512547cf"],
+Cell[1689343, 38480, 4415, 91, 301, "Output",ExpressionUUID->"1614b61d-b20a-4529-9e82-06ef600ae918"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1693795, 38576, 683, 21, 58, "Input",ExpressionUUID->"7fc66771-0729-4278-b67c-6caadef8b572"],
+Cell[1694481, 38599, 689, 21, 63, "Output",ExpressionUUID->"84c9a107-2dfa-4a42-8ce8-4d3d2b816f4b"]
+}, Open  ]],
+Cell[1695185, 38623, 13413, 293, 635, "Input",ExpressionUUID->"c82b1fbd-a766-44a3-97ef-7f671456e944"],
+Cell[CellGroupData[{
+Cell[1708623, 38920, 4738, 112, 170, "Input",ExpressionUUID->"1616d1c7-0850-4b34-ae26-9f9a96a14ebe"],
+Cell[1713364, 39034, 11106, 222, 475, "Output",ExpressionUUID->"4f0b661f-b259-4ea2-adc3-d6344aa54ee2"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[1724507, 39261, 2021, 42, 65, "Input",ExpressionUUID->"b45f339b-ac48-4a64-a275-7e7b05de370d"],
+Cell[1726531, 39305, 2118, 50, 437, "Output",ExpressionUUID->"c1cfc51d-5654-46f1-8b41-b1aac8e3a2d5"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1728698, 39361, 655, 10, 89, "Title",ExpressionUUID->"201ad230-a046-41ad-a8b2-644dc4575875"],
+Cell[CellGroupData[{
+Cell[1729378, 39375, 164, 3, 83, "Section",ExpressionUUID->"70c9745c-e34b-460a-8489-09d956f83ae9"],
+Cell[1729545, 39380, 8949, 192, 400, "Input",ExpressionUUID->"db5444a0-15c5-4795-b2e7-7cb547dd9291",
+ InitializationCell->True],
+Cell[1738497, 39574, 9235, 197, 400, "Input",ExpressionUUID->"3328b49d-a450-418f-874e-ffb74ef3d694",
+ InitializationCell->True]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1747769, 39776, 151, 3, 66, "Section",ExpressionUUID->"4810228a-4794-4a99-9007-8533d0ef95f2"],
+Cell[1747923, 39781, 4753, 108, 535, "Input",ExpressionUUID->"e49a9df5-608c-4a27-844d-a73b1503970c",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[1752701, 39893, 400, 10, 37, "Input",ExpressionUUID->"5f4b32ed-7c84-4f2d-8d19-61d3bfb3ba43"],
+Cell[CellGroupData[{
+Cell[1753126, 39907, 440, 7, 30, "Print",ExpressionUUID->"701f3b98-a125-42e3-9b07-e990ca38b117"],
+Cell[1753569, 39916, 439, 7, 30, "Print",ExpressionUUID->"e39f57de-7ce9-4b02-af1c-d51c818d7515"],
+Cell[1754011, 39925, 438, 7, 30, "Print",ExpressionUUID->"2e379950-04e4-4e65-bf78-1c77e3576360"],
+Cell[1754452, 39934, 441, 7, 30, "Print",ExpressionUUID->"34c80e75-1bfa-4a77-bb57-1fcbe15449ca"],
+Cell[1754896, 39943, 439, 7, 30, "Print",ExpressionUUID->"34d4c0df-6966-4f23-a912-2930a210c07d"],
+Cell[1755338, 39952, 440, 7, 30, "Print",ExpressionUUID->"9a97d597-45eb-4579-9f3a-54c251e1943a"],
+Cell[1755781, 39961, 439, 7, 30, "Print",ExpressionUUID->"ca8c987b-3e63-44fe-929d-16298ae4a8d6"],
+Cell[1756223, 39970, 441, 7, 30, "Print",ExpressionUUID->"dee11841-1813-4a5b-a120-b1624b66839f"],
+Cell[1756667, 39979, 439, 7, 30, "Print",ExpressionUUID->"c9168a11-6be5-451c-9b76-744ba5d66896"],
+Cell[1757109, 39988, 440, 7, 30, "Print",ExpressionUUID->"5437dc73-07ca-4799-a3fb-58070670f928"],
+Cell[1757552, 39997, 439, 7, 30, "Print",ExpressionUUID->"447f1fe4-38c2-4b0d-ab5e-f9c4f6e478c5"],
+Cell[1757994, 40006, 438, 7, 30, "Print",ExpressionUUID->"6a958c93-e453-4280-9451-309886bf3d62"],
+Cell[1758435, 40015, 439, 7, 30, "Print",ExpressionUUID->"d5d0afb0-5389-48a1-bd72-d2c979ab899d"],
+Cell[1758877, 40024, 441, 7, 30, "Print",ExpressionUUID->"ec652ead-0bf9-4347-bd0f-f496e4c185c1"],
+Cell[1759321, 40033, 438, 7, 30, "Print",ExpressionUUID->"9b16011d-caf3-47f5-8827-f32f1cbc0270"],
+Cell[1759762, 40042, 438, 7, 30, "Print",ExpressionUUID->"b37170da-6ea1-4260-9c04-0506d63d217f"],
+Cell[1760203, 40051, 438, 7, 30, "Print",ExpressionUUID->"ae51f7a5-80f1-4ccc-8eee-1b3bccde7dbb"],
+Cell[1760644, 40060, 438, 7, 30, "Print",ExpressionUUID->"2977211a-d3b3-4fd6-882a-09d90c494bcf"],
+Cell[1761085, 40069, 438, 7, 30, "Print",ExpressionUUID->"410b316a-9fa1-4135-8a51-ed46aff178c7"],
+Cell[1761526, 40078, 439, 7, 30, "Print",ExpressionUUID->"1362a8dd-dc3d-495a-b878-7cc74f302f91"]
+}, Open  ]],
+Cell[1761980, 40088, 403, 6, 42, "Output",ExpressionUUID->"3c0f6d4a-3718-4d0a-954e-007f0e174d8e"]
+}, Open  ]],
+Cell[1762398, 40097, 130, 3, 37, "Input",ExpressionUUID->"2ec37b18-5552-4983-8eef-e1e6dd1997cd"],
+Cell[CellGroupData[{
+Cell[1762553, 40104, 402, 11, 37, "Input",ExpressionUUID->"1785c3b9-dc05-4c1e-8da1-bb4755cbb956"],
+Cell[CellGroupData[{
+Cell[1762980, 40119, 220, 4, 30, "Print",ExpressionUUID->"23326a1e-1761-4643-8baf-ea9cfc497cb0"],
+Cell[1763203, 40125, 221, 4, 30, "Print",ExpressionUUID->"e91479e7-8ebc-4ab0-8020-da2294c226cf"],
+Cell[1763427, 40131, 220, 4, 30, "Print",ExpressionUUID->"c79f0f5a-badc-42ad-9b0c-e49f47c0dccc"],
+Cell[1763650, 40137, 220, 4, 30, "Print",ExpressionUUID->"ff6357a9-d9fe-449e-b04d-12965728bbb4"],
+Cell[1763873, 40143, 221, 4, 30, "Print",ExpressionUUID->"c071b1fa-60fb-44dd-ad8b-41bbbae0df41"],
+Cell[1764097, 40149, 221, 4, 30, "Print",ExpressionUUID->"0dcdb966-e0ec-48dc-ac7a-bf9c8ff83210"],
+Cell[1764321, 40155, 222, 4, 30, "Print",ExpressionUUID->"a5b51a4b-49cc-45d9-a151-3852e5c1a36a"],
+Cell[1764546, 40161, 222, 4, 30, "Print",ExpressionUUID->"f07116c4-7e05-48aa-8c3c-e9bd0fe44e39"],
+Cell[1764771, 40167, 223, 4, 30, "Print",ExpressionUUID->"3b67d1c9-eaf1-4e7d-81be-fe9f287b55fb"]
+}, Open  ]],
+Cell[1765009, 40174, 213, 4, 42, "Output",ExpressionUUID->"bb4a3992-a145-46be-851f-b96ff37bc6bc"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1765271, 40184, 357, 6, 66, "Section",ExpressionUUID->"fa85920f-ca0e-43de-8f38-7c1082a6236f"],
+Cell[CellGroupData[{
+Cell[1765653, 40194, 161, 3, 67, "Subsection",ExpressionUUID->"999c9d70-9c41-4fc2-aa2f-055c65254d77"],
+Cell[1765817, 40199, 22685, 596, 1537, "Input",ExpressionUUID->"e466e95f-cc3e-4aba-8580-3d6302f7fc08",
+ InitializationCell->True]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1788539, 40800, 156, 3, 47, "Subsection",ExpressionUUID->"aa80d678-85d3-4a2b-b8d8-3ad0c8879a32"],
+Cell[1788698, 40805, 44641, 927, 2632, "Input",ExpressionUUID->"faa1241f-f65d-46fc-b859-df962cf25c34",
+ InitializationCell->True],
+Cell[1833342, 41734, 9085, 157, 171, "Input",ExpressionUUID->"d9a2ebfc-b353-4be5-834b-d1f4d584aed7",
+ InitializationCell->True]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1842464, 41896, 254, 4, 47, "Subsection",ExpressionUUID->"8825eea5-ee8f-44c0-ac0b-b997eefaebac"],
+Cell[1842721, 41902, 50394, 1060, 3056, "Input",ExpressionUUID->"7a26edc6-1cec-4f86-a6ac-78661104905b",
+ InitializationCell->True],
+Cell[1893118, 42964, 9959, 174, 226, "Input",ExpressionUUID->"72f3211b-15aa-4590-a146-975c60dbe95c",
+ InitializationCell->True]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1903114, 43143, 270, 4, 47, "Subsection",ExpressionUUID->"08f66d06-607b-4732-ace2-751e7db94a9a"],
+Cell[1903387, 43149, 66763, 1376, 4116, "Input",ExpressionUUID->"11221944-5033-4040-bc23-902aa3737a9c"],
+Cell[1970153, 44527, 10865, 191, 206, "Input",ExpressionUUID->"86327531-5150-4c8e-901f-50a18842b07f"]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[1981055, 44723, 253, 4, 47, "Subsection",ExpressionUUID->"f36904a3-cd7b-4efb-8113-4cdee9045345"],
+Cell[1981311, 44729, 63415, 1300, 3592, "Input",ExpressionUUID->"61323d25-e201-440f-8dae-ca2381d8a855",
+ InitializationCell->True],
+Cell[2044729, 46031, 12032, 211, 252, "Input",ExpressionUUID->"5b2641d7-6ead-4ede-9d94-99584c7a1d04",
+ InitializationCell->True]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[2056810, 46248, 216, 4, 66, "Section",ExpressionUUID->"7f116dc0-d26d-4a3b-8240-0f41c8301a9c"],
+Cell[2057029, 46254, 9256, 241, 867, "Input",ExpressionUUID->"7e98fb8d-3c63-4d2d-9bd0-6fc66338de6d",
+ InitializationCell->True],
+Cell[2066288, 46497, 39332, 857, 2626, "Input",ExpressionUUID->"5f8e1ced-357f-43c7-9cbd-5b9f609f3a63",
+ InitializationCell->True],
+Cell[2105623, 47356, 10995, 197, 252, "Input",ExpressionUUID->"68e8c54c-5af3-4131-a4e3-ef7775bd8d74",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[2116643, 47557, 545, 12, 37, "Input",ExpressionUUID->"3612c783-cf2d-4c9e-a9a8-5ef55cacbf1c"],
+Cell[2117191, 47571, 7972, 233, 125, "Output",ExpressionUUID->"7273514a-05e5-4bd6-b38e-9fca6882a7bd"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[2125224, 47811, 152, 3, 89, "Title",ExpressionUUID->"aefd3997-e92c-4a00-bbab-c1e0d31c8049"],
+Cell[CellGroupData[{
+Cell[2125401, 47818, 160, 3, 84, "Section",ExpressionUUID->"aa75faa4-f188-4f1f-b111-6efc6d390d21"],
+Cell[CellGroupData[{
+Cell[2125586, 47825, 225, 4, 67, "Subsection",ExpressionUUID->"80bde696-220f-44ed-9b20-8c56bf094687"],
+Cell[2125814, 47831, 652, 14, 111, "Input",ExpressionUUID->"176798d0-1c81-4a7b-af3e-a4ff00f57f19",
+ InitializationCell->True],
+Cell[2126469, 47847, 2215, 44, 295, "Input",ExpressionUUID->"a0490fa9-06c9-4e65-84b2-908e20e7745b",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[2128709, 47895, 837, 15, 37, "Input",ExpressionUUID->"e7fe1f69-23a4-4beb-84a5-37353bd24938"],
+Cell[2129549, 47912, 9748, 276, 125, "Output",ExpressionUUID->"2b5ca13a-be5c-45e3-b296-d5cba76cd32b"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[2139334, 48193, 553, 12, 37, "Input",ExpressionUUID->"7f5de353-9416-44e9-812e-d90f67c275ce"],
+Cell[2139890, 48207, 9355, 272, 125, "Output",ExpressionUUID->"44bee945-5def-4a87-849d-6f972199a819"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[2149282, 48484, 522, 11, 37, "Input",ExpressionUUID->"7e0eff5d-8bbc-4a81-bbf4-1b6ebbaf9576"],
+Cell[2149807, 48497, 9357, 272, 125, "Output",ExpressionUUID->"cea27df8-28d4-4094-a296-72f0c10417d4"]
+}, Open  ]],
+Cell[2159179, 48772, 2505, 68, 91, "Input",ExpressionUUID->"6eda97d4-3031-4397-b66f-7ad9bbc482e0"],
+Cell[2161687, 48842, 2687, 72, 91, "Input",ExpressionUUID->"9b327902-ccda-4105-b17b-edcdc2f75391"],
+Cell[CellGroupData[{
+Cell[2164399, 48918, 9816, 206, 878, "Input",ExpressionUUID->"8d0e737e-6d85-4056-9620-6d2360261c94"],
+Cell[2174218, 49126, 279202, 5021, 668, "Output",ExpressionUUID->"0e92f265-66f0-4b9c-a3d1-7f1a24730c9d"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[2453457, 54152, 27106, 565, 1696, "Input",ExpressionUUID->"07799e23-e05a-4171-a719-d32fef17392b"],
+Cell[2480566, 54719, 280317, 5179, 681, "Output",ExpressionUUID->"4bd31a21-66ba-42eb-b01b-f6bdd5787d28"]
+}, Open  ]],
+Cell[2760898, 59901, 2450, 63, 91, "Input",ExpressionUUID->"88fa2c08-6942-4e3d-b21e-9143cb68cb5d"],
+Cell[2763351, 59966, 2655, 70, 91, "Input",ExpressionUUID->"3e36d2c7-63e6-4257-aecc-7981d228ec35"],
+Cell[2766009, 60038, 2478, 49, 295, "Input",ExpressionUUID->"fe09cefe-cf22-4394-a306-c8ced6776c65",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[2768512, 60091, 20288, 444, 1430, "Input",ExpressionUUID->"5528f467-0029-4a54-9707-339925fb2bce"],
+Cell[2788803, 60537, 366878, 6734, 683, "Output",ExpressionUUID->"d099c143-56fc-4d2e-b361-413578204346"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[3155718, 67276, 183, 3, 56, "Subsubsection",ExpressionUUID->"ee7f096c-ea6a-4515-a429-0eea0b0145ec"],
+Cell[CellGroupData[{
+Cell[3155926, 67283, 10272, 300, 380, "Input",ExpressionUUID->"f8d1c24f-6a30-4475-91c9-9bc2dbac4918"],
+Cell[3166201, 67585, 205, 4, 30, "Print",ExpressionUUID->"b8e0da9b-48ee-4c96-a829-2d965fbbcf7c"],
+Cell[3166409, 67591, 160, 3, 42, "Output",ExpressionUUID->"81d65654-964c-4bbd-ad4f-42cf8fa69558"],
+Cell[3166572, 67596, 160, 3, 42, "Output",ExpressionUUID->"c8d2060d-4e49-4536-b3e5-84632a1489ad"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[3166769, 67604, 2940, 65, 327, "Input",ExpressionUUID->"1a82ac9f-50d8-4962-8339-631f5ed20a3b"],
+Cell[3169712, 67671, 232287, 4165, 722, "Output",ExpressionUUID->"19d95ff3-da93-44c8-8819-a93b625d7e6e"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[3402036, 71841, 2704, 61, 327, "Input",ExpressionUUID->"3602480e-7139-497c-ae47-2d147f3bdeda"],
+Cell[3404743, 71904, 226931, 4080, 750, "Output",ExpressionUUID->"12e6f1f7-480a-4bd5-859c-65d201d395b2"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[3631711, 75989, 2709, 61, 327, "Input",ExpressionUUID->"fb003096-58a7-4800-8b72-d804749a2dfd"],
+Cell[3634423, 76052, 229045, 4112, 728, "Output",ExpressionUUID->"6877e7c9-23c5-4e01-ac4c-233f68417714"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[3863517, 80170, 158, 3, 46, "Subsubsection",ExpressionUUID->"4711f99d-abdf-4d87-8967-15637b5f6ec9"],
+Cell[3863678, 80175, 10272, 300, 380, "Input",ExpressionUUID->"b5dcf110-6419-4f44-b977-4761e7dd5b0f"],
+Cell[CellGroupData[{
+Cell[3873975, 80479, 2992, 66, 327, "Input",ExpressionUUID->"bf93a942-83e6-4f02-a9e6-e1421e04bb6b"],
+Cell[3876970, 80547, 232860, 4167, 708, "Output",ExpressionUUID->"4ce80748-195f-4ace-8942-b8552f933157"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[4109867, 84719, 2732, 62, 327, "Input",ExpressionUUID->"3d9a9e37-5e94-440b-a719-a87f2d7e49b2"],
+Cell[4112602, 84783, 227590, 4087, 736, "Output",ExpressionUUID->"6b5f1281-07c8-425a-a7a9-546d9a8c3d88"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[4340229, 88875, 2811, 63, 327, "Input",ExpressionUUID->"5c6e82c9-237f-4e6e-8718-93b6ad513600"],
+Cell[4343043, 88940, 231903, 4153, 728, "Output",ExpressionUUID->"0354e236-0bcf-4ec0-b0c9-0571ec4c5d13"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[4574995, 93099, 233, 4, 46, "Subsubsection",ExpressionUUID->"20044f55-6ae2-41fb-986f-18cfcc17e218"],
+Cell[4575231, 93105, 10271, 300, 380, "Input",ExpressionUUID->"e94af39f-644b-423e-91b1-7562f3c50303"],
+Cell[CellGroupData[{
+Cell[4585527, 93409, 3042, 67, 327, "Input",ExpressionUUID->"e658cfdb-f8df-43e7-8774-f964fdb39c7b"],
+Cell[4588572, 93478, 234498, 4189, 708, "Output",ExpressionUUID->"aaf1df56-9b2f-4bbd-8b93-483358f7899b"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[4823107, 97672, 2778, 62, 327, "Input",ExpressionUUID->"bf8b22dc-1ca3-4332-81b2-7251d702a278"],
+Cell[4825888, 97736, 229405, 4110, 733, "Output",ExpressionUUID->"920d85fa-fd62-4037-8acc-f7dd4fe600dc"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5055330, 101851, 2833, 63, 327, "Input",ExpressionUUID->"ce7e6910-2057-4680-be36-0f17edc39eb2"],
+Cell[5058166, 101916, 233552, 4177, 728, "Output",ExpressionUUID->"2bcfc32f-6bc3-447d-8a44-16be3beabf69"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[5291767, 106099, 195, 3, 46, "Subsubsection",ExpressionUUID->"19680b9a-e6ed-4fc2-aa15-72b80fcbd0ab"],
+Cell[5291965, 106104, 457, 11, 111, "Input",ExpressionUUID->"75c0e938-eb67-4d7c-b553-62fa6f39140b",
+ InitializationCell->True],
+Cell[5292425, 106117, 1512, 29, 268, "Input",ExpressionUUID->"5df0a514-6a2c-4f9a-a7f6-01a7a981b874",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[5293962, 106150, 764, 20, 37, "Input",ExpressionUUID->"21a11165-305e-4bfe-870a-d5c273b8ece7"],
+Cell[CellGroupData[{
+Cell[5294751, 106174, 231, 4, 30, "Print",ExpressionUUID->"613a8a09-fc67-4aff-b41a-5320f749bccb"],
+Cell[5294985, 106180, 232, 4, 30, "Print",ExpressionUUID->"e6f01854-c877-498f-afdd-ab1736736ae8"]
+}, Open  ]],
+Cell[5295232, 106187, 1312, 34, 112, "Output",ExpressionUUID->"3c47700c-4aca-4daf-8486-88436a03775f"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5296581, 106226, 2719, 64, 333, "Input",ExpressionUUID->"ca5a370a-5325-41fb-8010-91740d000c28"],
+Cell[5299303, 106292, 47262, 827, 696, "Output",ExpressionUUID->"86fc5434-8aa0-4ea6-9520-cbca57405bd5"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5346602, 107124, 734, 19, 37, "Input",ExpressionUUID->"ba8ccb90-a1d2-4ffe-8841-6d3174e348d9"],
+Cell[CellGroupData[{
+Cell[5347361, 107147, 210, 4, 30, "Print",ExpressionUUID->"570d58c1-2e52-4442-a079-7e2562f2146e"],
+Cell[5347574, 107153, 208, 4, 30, "Print",ExpressionUUID->"c256b8fd-681d-4d1b-a7cd-4f2280e7c5ec"],
+Cell[5347785, 107159, 208, 4, 30, "Print",ExpressionUUID->"ab8dee56-8eb3-4c98-b2a7-2876ddb5be48"],
+Cell[5347996, 107165, 208, 4, 30, "Print",ExpressionUUID->"2bb7bb29-7968-48e6-8094-29bcef8f5f17"],
+Cell[5348207, 107171, 208, 4, 30, "Print",ExpressionUUID->"f3c1d06a-801e-465e-b617-47e5b94bad05"],
+Cell[5348418, 107177, 210, 4, 30, "Print",ExpressionUUID->"3b3d9bcc-d1b4-48bd-b4eb-c708a0e02832"]
+}, Open  ]],
+Cell[5348643, 107184, 1297, 34, 112, "Output",ExpressionUUID->"f60b3e63-44d5-4ff3-bb04-a4ca4360991a"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5349977, 107223, 2576, 62, 333, "Input",ExpressionUUID->"0008a08e-530f-4878-b439-9e439d096468"],
+Cell[5352556, 107287, 47205, 827, 696, "Output",ExpressionUUID->"cb663b7f-b122-4e24-a161-40b503d4448c"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5399798, 108119, 770, 20, 37, "Input",ExpressionUUID->"38e7d800-72ee-4896-9f66-39d8e6033ada"],
+Cell[CellGroupData[{
+Cell[5400593, 108143, 208, 4, 30, "Print",ExpressionUUID->"d8f045f1-3d61-4442-9f8f-35451aae111a"],
+Cell[5400804, 108149, 208, 4, 30, "Print",ExpressionUUID->"aa436b54-c8cb-43cc-ad01-14c86d436777"],
+Cell[5401015, 108155, 210, 4, 30, "Print",ExpressionUUID->"40b1c844-ad7e-4993-a20a-c6023c3a2f90"],
+Cell[5401228, 108161, 208, 4, 30, "Print",ExpressionUUID->"f4cbb649-3396-4b4e-a959-63a304ccbc40"]
+}, Open  ]],
+Cell[5401451, 108168, 972, 26, 111, "Output",ExpressionUUID->"364cdb09-6123-4ac7-a09e-5d6976c35f08"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5402460, 108199, 2573, 62, 333, "Input",ExpressionUUID->"27d3532f-3af3-4ac2-992c-883efc0fab60"],
+Cell[5405036, 108263, 46612, 817, 701, "Output",ExpressionUUID->"b8fae359-03fd-44c4-9d08-043da3a5f40a"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5451685, 109085, 825, 22, 37, "Input",ExpressionUUID->"aee6ce9c-64c5-412b-a992-613b4555e6f8"],
+Cell[5452513, 109109, 989, 26, 111, "Output",ExpressionUUID->"a94626d4-56b9-4ac8-9589-2d61490a47fb"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5453539, 109140, 2599, 62, 333, "Input",ExpressionUUID->"8372cbd3-cb8c-4b09-985b-36e8530aa9b4"],
+Cell[5456141, 109204, 46684, 820, 701, "Output",ExpressionUUID->"7455b9e3-f15e-44a3-92fb-1d5e599e6dba"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[5502886, 110031, 225, 4, 46, "Subsection",ExpressionUUID->"8269b41a-f272-4851-a834-80bb5ffbc6db"],
+Cell[5503114, 110037, 1913, 55, 116, "Input",ExpressionUUID->"6dffd9b1-22d2-4afa-81e1-3012411dc887"],
+Cell[5505030, 110094, 1898, 56, 116, "Input",ExpressionUUID->"3cfdbba5-3c4b-4ce6-a535-f719d65fdd2c"],
+Cell[5506931, 110152, 1848, 55, 116, "Input",ExpressionUUID->"a80a04b7-10c5-4211-b317-2002b81e455c"],
+Cell[5508782, 110209, 3089, 92, 168, "Input",ExpressionUUID->"b498fca3-5f1c-4f80-ad93-e71dbdb1d6c5"],
+Cell[5511874, 110303, 1850, 55, 116, "Input",ExpressionUUID->"b3a8a1f9-d59b-49ba-8954-7b37fa1ae278"],
+Cell[5513727, 110360, 1852, 55, 116, "Input",ExpressionUUID->"44f5267f-18f1-45a2-813e-56aeae62ad99"],
+Cell[CellGroupData[{
+Cell[5515604, 110419, 256, 6, 37, "Input",ExpressionUUID->"927f6f24-7380-44f4-abc1-df010cbb6651"],
+Cell[5515863, 110427, 980, 32, 56, "Output",ExpressionUUID->"1aa5e865-a0e0-4c26-a7ad-7062a5786863"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5516880, 110464, 186, 3, 37, "Input",ExpressionUUID->"44e7994e-d080-4644-aa85-42eb39ebb9c9"],
+Cell[5517069, 110469, 1300, 33, 130, "Output",ExpressionUUID->"a5317bb5-3185-4136-add9-5550b909c0cd"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5518406, 110507, 185, 3, 37, "Input",ExpressionUUID->"30b5afb7-ee75-414b-9647-0806e75cd46e"],
+Cell[5518594, 110512, 1306, 38, 130, "Output",ExpressionUUID->"cefa6bbd-91aa-4af5-ac80-3c055274b0fa"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5519937, 110555, 232, 4, 37, "Input",ExpressionUUID->"d7592460-a71f-4e7f-b71d-f0a894fcbfd6"],
+Cell[5520172, 110561, 1173, 34, 91, "Output",ExpressionUUID->"0e352cc2-6d90-45bd-aedf-1ab0f44ffe39"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5521382, 110600, 4087, 91, 220, "Input",ExpressionUUID->"a283e3e2-c930-43a6-a81c-3e6ee0a2d22d"],
+Cell[5525472, 110693, 36329, 808, 291, "Output",ExpressionUUID->"4e8a9350-2c66-4d1e-854f-a3eb7b77a7ca"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5561838, 111506, 3651, 85, 220, "Input",ExpressionUUID->"eb555e8d-9c66-4cee-8a82-f2173df2cf1e"],
+Cell[5565492, 111593, 36297, 804, 303, "Output",ExpressionUUID->"8b1336ed-f5cf-487d-8fc0-e0ef4bc9dcee"]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5601838, 112403, 264, 4, 67, "Subsection",ExpressionUUID->"687d57f7-d496-4349-8cce-d7d15df9582c"],
+Cell[5602105, 112409, 457, 11, 111, "Input",ExpressionUUID->"11d26b23-4171-43d7-b02b-d51cb2cb0fc7",
+ InitializationCell->True],
+Cell[5602565, 112422, 1512, 29, 268, "Input",ExpressionUUID->"de403758-4969-4c4c-8137-4dd647f401c0",
+ InitializationCell->True],
+Cell[CellGroupData[{
+Cell[5604102, 112455, 883, 21, 37, "Input",ExpressionUUID->"b3ff3c52-1458-4795-a0e4-d3fdebf840e0"],
+Cell[CellGroupData[{
+Cell[5605010, 112480, 278, 5, 30, "Print",ExpressionUUID->"03883ff7-8d07-4810-bd6b-e3cfc670e779"],
+Cell[5605291, 112487, 280, 5, 30, "Print",ExpressionUUID->"24456c49-7b38-4190-ba0d-d4886f087143"]
+}, Open  ]],
+Cell[5605586, 112495, 949, 27, 63, "Output",ExpressionUUID->"92f366e3-bdb5-40ad-91e4-a689def9959a"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5606572, 112527, 1635, 34, 170, "Input",ExpressionUUID->"6204c168-99a5-4bda-85d8-6681408f9b22"],
+Cell[5608210, 112563, 23322, 417, 690, "Output",ExpressionUUID->"2400bcb8-b5ba-48ce-ae75-8a3d5cd68f7a"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5631569, 112985, 837, 21, 37, "Input",ExpressionUUID->"15590110-d975-42e2-951c-a5fc6c69d0e2"],
+Cell[CellGroupData[{
+Cell[5632431, 113010, 257, 5, 30, "Print",ExpressionUUID->"ba9452c1-5c8b-4e78-8476-8e3d40155d80"],
+Cell[5632691, 113017, 257, 5, 30, "Print",ExpressionUUID->"f2c03d9f-7f50-410a-ad41-220c27b417c8"],
+Cell[5632951, 113024, 259, 5, 30, "Print",ExpressionUUID->"bd8f94a9-9f43-4789-8e7a-adb6c2436b90"],
+Cell[5633213, 113031, 259, 5, 30, "Print",ExpressionUUID->"8f05967c-96e9-41c5-a762-4ce4d704db0d"],
+Cell[5633475, 113038, 256, 5, 30, "Print",ExpressionUUID->"40b2bf1c-1a15-41ec-b0d2-cdac3aaf633c"],
+Cell[5633734, 113045, 257, 5, 30, "Print",ExpressionUUID->"fc39d8e5-cf98-41ad-ab3c-c4541229bd72"]
+}, Open  ]],
+Cell[5634006, 113053, 927, 27, 63, "Output",ExpressionUUID->"d911db59-6e12-4a50-b5e5-8261b9cf96dd"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5634970, 113085, 1361, 30, 170, "Input",ExpressionUUID->"b683ef0e-b64c-4227-ad21-eb61c59cf049"],
+Cell[5636334, 113117, 23195, 416, 690, "Output",ExpressionUUID->"66b121a6-3944-428f-94a1-1550fc618c89"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5659566, 113538, 843, 21, 37, "Input",ExpressionUUID->"1310f54e-de5b-4d04-9e71-532e5aa67b9b"],
+Cell[CellGroupData[{
+Cell[5660434, 113563, 230, 4, 30, "Print",ExpressionUUID->"780a3e46-a8e0-4815-ac08-5b551dbc8f58"],
+Cell[5660667, 113569, 232, 4, 30, "Print",ExpressionUUID->"021688d1-b3a8-4e0d-9882-938e1b15dae3"],
+Cell[5660902, 113575, 232, 4, 30, "Print",ExpressionUUID->"a9c09a47-185d-48a1-b56e-7cc4edd1e0ff"],
+Cell[5661137, 113581, 230, 4, 30, "Print",ExpressionUUID->"d441aeb0-709b-4a50-a530-68a13f71f074"]
+}, Open  ]],
+Cell[5661382, 113588, 1232, 34, 111, "Output",ExpressionUUID->"5a63b146-2dfc-44f0-a7ce-31a020e3abb3"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5662651, 113627, 1384, 31, 170, "Input",ExpressionUUID->"cce0bc92-1702-464f-b2ac-0e50e8905849"],
+Cell[5664038, 113660, 26431, 473, 680, "Output",ExpressionUUID->"f4ef393b-2df9-429f-91b8-5fa6a34ed14f"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5690506, 114138, 922, 23, 37, "Input",ExpressionUUID->"62ee27e5-5c04-43ec-8658-ef2ab0724ebf"],
+Cell[5691431, 114163, 720, 21, 63, "Output",ExpressionUUID->"a393d59e-8ec5-4ff4-a345-4e5840307cb9"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[5692188, 114189, 1413, 31, 170, "Input",ExpressionUUID->"d306e598-7ab1-4996-b5f2-a4d7afb6887b"],
+Cell[5693604, 114222, 22970, 413, 681, "Output",ExpressionUUID->"313c2d5d-5908-4c54-9ecc-5f5e7abf0589"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[5716623, 114641, 211, 4, 46, "Subsection",ExpressionUUID->"186fe1e9-0765-40bf-94cc-52dba7c5845a"],
+Cell[CellGroupData[{
+Cell[5716859, 114649, 160, 3, 56, "Subsubsection",ExpressionUUID->"cee25638-8915-4b5b-907e-168e6556a5d6"],
+Cell[5717022, 114654, 477, 11, 111, "Input",ExpressionUUID->"c1653e8d-0575-4801-bc8f-798d7044242f",
+ InitializationCell->True],
+Cell[5717502, 114667, 3142, 69, 347, "Input",ExpressionUUID->"9a7e4774-dffc-448a-afaa-994d57f46dce",
+ InitializationCell->True],
+Cell[5720647, 114738, 2012, 45, 347, "Input",ExpressionUUID->"a44d913f-fc79-4d89-ab86-1dc2c85712a0",
+ InitializationCell->True]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[5722696, 114788, 438, 9, 45, "Subsubsection",ExpressionUUID->"11ac2ed8-d967-4fcf-b9f7-758d64c8bc48"],
+Cell[CellGroupData[{
+Cell[5723159, 114801, 17820, 403, 881, "Input",ExpressionUUID->"bf9ab6e9-fc47-4bf8-afc4-a9cee2b99927"],
+Cell[5740982, 115206, 28804, 586, 806, "Output",ExpressionUUID->"c4b64c88-e225-430d-9976-c93080bed9d8"],
+Cell[5769789, 115794, 25163, 509, 806, "Output",ExpressionUUID->"c8363f8c-c834-4806-afa2-4f9265e2c8e1"],
+Cell[5794955, 116305, 20989, 420, 807, "Output",ExpressionUUID->"c55223ec-cb70-4cde-8b68-60231cc4b5ec"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[5815993, 116731, 487, 10, 45, "Subsubsection",ExpressionUUID->"413d3c60-6824-4d98-b82f-9a09fbdb0fde"],
+Cell[CellGroupData[{
+Cell[5816505, 116745, 17548, 396, 802, "Input",ExpressionUUID->"8e953787-c4c5-4de0-b480-fbf8fa998bbd"],
+Cell[5834056, 117143, 30452, 617, 787, "Output",ExpressionUUID->"af391885-e2bc-45fe-807d-38df4905bf7f"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[5864557, 117766, 533, 10, 45, "Subsubsection",ExpressionUUID->"92d2f700-f8f3-45b4-8a7e-50de33dd2e59"],
+Cell[CellGroupData[{
+Cell[5865115, 117780, 17436, 394, 802, "Input",ExpressionUUID->"a73c2ca3-ad43-47af-b7c5-6f87de87de78"],
+Cell[5882554, 118176, 30019, 609, 787, "Output",ExpressionUUID->"41f9991c-d00e-4876-bcb5-57ba2d7a604b"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[5912622, 118791, 582, 11, 45, "Subsubsection",ExpressionUUID->"195c818f-6701-4201-abc7-245fba5f48d8"],
+Cell[CellGroupData[{
+Cell[5913229, 118806, 19822, 436, 1012, "Input",ExpressionUUID->"de60cf6e-e171-49a5-b8ae-39fdf80b82cc"],
+Cell[5933054, 119244, 178417, 3471, 790, "Output",ExpressionUUID->"35450298-c2e7-4367-af3e-8a9883be29f9"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[6111508, 122720, 22552, 516, 1491, "Input",ExpressionUUID->"b45f90a0-be1b-4170-a5d1-05144cfce001"],
+Cell[6134063, 123238, 292219, 5525, 1611, "Output",ExpressionUUID->"dd009d6b-c17e-4b06-83fb-80641d8e7b7f"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[6426319, 128768, 16067, 361, 1186, "Input",ExpressionUUID->"670cab50-6464-4f69-b16f-74bdc00ffa8b"],
+Cell[6442389, 129131, 349647, 6541, 1641, "Output",ExpressionUUID->"85913e2e-d1a2-4c99-9581-c8e2377b6609"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[6792085, 135678, 730, 13, 45, "Subsubsection",ExpressionUUID->"45ae8062-49d4-4e88-a93d-b407c3705e60"],
+Cell[CellGroupData[{
+Cell[6792840, 135695, 17404, 393, 802, "Input",ExpressionUUID->"4d352f26-b8b8-404e-80fe-80c6db32a358"],
+Cell[6810247, 136090, 30382, 614, 787, "Output",ExpressionUUID->"17979923-a069-4a4d-a7ff-e4e12ff780ce"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[6840678, 136710, 633, 12, 45, "Subsubsection",ExpressionUUID->"5ddfab41-d0d6-4afe-a1fa-a82f3ff340b0"],
+Cell[CellGroupData[{
+Cell[6841336, 136726, 17702, 401, 907, "Input",ExpressionUUID->"1db7421b-8508-433c-be7a-cb346d8e351a"],
+Cell[6859041, 137129, 29894, 605, 787, "Output",ExpressionUUID->"2f8e4b51-8ffa-427b-8b95-facc586dc5c4"],
+Cell[6888938, 137736, 21636, 436, 807, "Output",ExpressionUUID->"9ec73646-2aab-45df-b4be-199b033b9ac8"],
+Cell[6910577, 138174, 26073, 526, 787, "Output",ExpressionUUID->"29ade005-a464-4181-b5d2-ab3b6fc49f4f"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[6936711, 138707, 211, 4, 46, "Subsection",ExpressionUUID->"ebd9d2d3-8578-4e88-9c33-be9e22161131"],
+Cell[CellGroupData[{
+Cell[6936947, 138715, 160, 3, 56, "Subsubsection",ExpressionUUID->"e78b4e95-2b4d-4d82-99c5-9be6f114a037"],
+Cell[6937110, 138720, 481, 11, 111, "Input",ExpressionUUID->"ff395d89-6534-42e4-9d67-65463ac7c5cb",
+ InitializationCell->True],
+Cell[6937594, 138733, 3121, 72, 400, "Input",ExpressionUUID->"cf0e8cee-80b4-479d-a37e-48ee03d75c07",
+ InitializationCell->True],
+Cell[6940718, 138807, 3357, 75, 426, "Input",ExpressionUUID->"200b6655-02a0-4b98-91e6-d144e70af0d1",
+ InitializationCell->True]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[6944112, 138887, 417, 9, 45, "Subsubsection",ExpressionUUID->"32a07df2-016c-406d-b6c3-c8dd30eaeac9"],
+Cell[6944532, 138898, 29637, 656, 3005, "Input",ExpressionUUID->"13b97149-b35f-46e5-bbb1-d48eb33914d3"],
+Cell[CellGroupData[{
+Cell[6974194, 139558, 11190, 257, 750, "Input",ExpressionUUID->"d9806a2e-7e2d-4a27-8f06-ae6d207772c2"],
+Cell[6985387, 139817, 50819, 954, 777, "Output",ExpressionUUID->"6da3a8a2-5671-43fd-974f-e82633634682"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[7036255, 140777, 369, 9, 45, "Subsubsection",ExpressionUUID->"de9642f0-041a-4781-a2cf-c4a5f93f0643"],
+Cell[7036627, 140788, 29590, 655, 3005, "Input",ExpressionUUID->"c604e46f-e6d3-4ede-9768-2c6c9d0b50b7"],
+Cell[CellGroupData[{
+Cell[7066242, 141447, 11142, 257, 750, "Input",ExpressionUUID->"0a87322a-a4f5-4e50-a2de-5bae250c08f6"],
+Cell[7077387, 141706, 53432, 1014, 791, "Output",ExpressionUUID->"a7be4eb1-5a72-48f2-aa3b-c8e0817e2bde"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[7130868, 142726, 415, 9, 45, "Subsubsection",ExpressionUUID->"a01bea1f-79ff-4b5a-921a-f4ae146596ad"],
+Cell[7131286, 142737, 29613, 656, 3005, "Input",ExpressionUUID->"3ad5e18f-5114-4bec-8738-af98eeee5bd0"],
+Cell[CellGroupData[{
+Cell[7160924, 143397, 11025, 255, 750, "Input",ExpressionUUID->"1ce2bc36-b9f5-4e67-b967-f5bea059c430"],
+Cell[7171952, 143654, 47431, 893, 736, "Output",ExpressionUUID->"bc0a41c9-5e94-4254-b52f-af9099c1c4d4"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[7219432, 144553, 292, 7, 45, "Subsubsection",ExpressionUUID->"fbabb15d-71a9-4712-9389-b2684fdc4557"],
+Cell[7219727, 144562, 29734, 657, 3005, "Input",ExpressionUUID->"b977b9c4-749d-4dd0-821c-842a6d29c987"],
+Cell[CellGroupData[{
+Cell[7249486, 145223, 15107, 347, 1117, "Input",ExpressionUUID->"cdf7b4c5-8db6-4927-8a05-41e9c98b3234"],
+Cell[7264596, 145572, 49068, 928, 772, "Output",ExpressionUUID->"bd7820ca-b498-489f-9a87-ee4931189e57"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[7313713, 146506, 360, 9, 45, "Subsubsection",ExpressionUUID->"effe8284-761d-4d1a-9fbe-f4f50962e0ba"],
+Cell[7314076, 146517, 29640, 656, 3005, "Input",ExpressionUUID->"e60e6860-d1d7-49c5-9d4e-58d04afc0146"],
+Cell[CellGroupData[{
+Cell[7343741, 147177, 10949, 254, 750, "Input",ExpressionUUID->"85686966-02f1-413e-a0b9-93d89d422f30"],
+Cell[7354693, 147433, 49277, 935, 815, "Output",ExpressionUUID->"4b8c3b55-fc55-4a9a-8d2a-846cb3727482"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[7404019, 148374, 311, 8, 45, "Subsubsection",ExpressionUUID->"3beb515a-25a0-4fad-8948-c5d2adb5342f"],
+Cell[7404333, 148384, 29616, 656, 3005, "Input",ExpressionUUID->"1f972af2-9518-4e12-a363-1cb335d81abc"],
+Cell[CellGroupData[{
+Cell[7433974, 149044, 13902, 323, 1065, "Input",ExpressionUUID->"534114c1-ac77-4578-8df6-3cee3db6bf96"],
+Cell[7447879, 149369, 49074, 931, 802, "Output",ExpressionUUID->"6ff6dd3f-3daa-49c0-a19a-1eb1ffb85c19"],
+Cell[7496956, 150302, 269029, 5223, 805, "Output",ExpressionUUID->"c9f13280-6423-47aa-abf8-0a103b8c1913"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[7766034, 155531, 362, 9, 45, "Subsubsection",ExpressionUUID->"08c22549-4d4c-43dc-ad2a-967b17fd7d06"],
+Cell[7766399, 155542, 29636, 656, 3005, "Input",ExpressionUUID->"a82410e9-49b9-4f7b-905e-a67e59b1df71"],
+Cell[CellGroupData[{
+Cell[7796060, 156202, 16518, 389, 1327, "Input",ExpressionUUID->"1dabc1b6-3f32-401b-a52e-0f9b1eea6cd5"],
+Cell[7812581, 156593, 199341, 3853, 783, "Output",ExpressionUUID->"f96716d7-074c-4cb2-8ff3-e6b0e027cec9"],
+Cell[8011925, 160448, 270047, 5238, 805, "Output",ExpressionUUID->"dacba230-69b9-47d3-b4d4-e005927a80a1"]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[8282021, 165692, 161, 3, 56, "Subsubsection",ExpressionUUID->"62ad10d9-aab8-4ffb-b065-959b2f3dda81"],
+Cell[CellGroupData[{
+Cell[8282207, 165699, 384, 10, 37, "Input",ExpressionUUID->"68d9e313-6683-42ec-aa61-7f49c7b55d3f"],
+Cell[8282594, 165711, 308928, 5809, 783, "Output",ExpressionUUID->"4ed5c54c-3c1f-4eb6-ac23-89ae3819b95f"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8591583, 171527, 203, 4, 46, "Subsection",ExpressionUUID->"3133f70e-0463-457f-92c3-b2cd21d876ab"],
+Cell[CellGroupData[{
+Cell[8591811, 171535, 216, 4, 56, "Subsubsection",ExpressionUUID->"4eb7e228-b1d8-4015-aa3d-d7cb336d5364"],
+Cell[CellGroupData[{
+Cell[8592052, 171543, 829, 22, 37, "Input",ExpressionUUID->"84a0931a-b680-4c0b-89c4-a7e6d7a06d29"],
+Cell[8592884, 171567, 31776, 901, 435, "Output",ExpressionUUID->"e220215a-8884-44a5-85f7-47bf04684956"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8624709, 172474, 170, 3, 46, "Subsubsection",ExpressionUUID->"e62751b3-c3de-4e65-956b-69093f124aef"],
+Cell[CellGroupData[{
+Cell[8624904, 172481, 778, 21, 37, "Input",ExpressionUUID->"822c8368-39b4-4f3e-aaa3-bc2f3ea400f5"],
+Cell[8625685, 172504, 18095, 399, 87, "Output",ExpressionUUID->"ece5f65d-f2f6-4f6b-99b6-f5233814f55e"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8643829, 172909, 173, 3, 46, "Subsubsection",ExpressionUUID->"8e56e7c7-2eb7-4f5c-a448-0cf25a7590d3"],
+Cell[CellGroupData[{
+Cell[8644027, 172916, 788, 22, 37, "Input",ExpressionUUID->"b4696339-2454-4c45-a1ef-d1199c92743b"],
+Cell[8644818, 172940, 254, 5, 87, "Print",ExpressionUUID->"5a57ff7e-d3c6-4131-9251-43e99ce1ac11"],
+Cell[8645075, 172947, 75737, 2022, 87, "Output",ExpressionUUID->"d9420052-5a96-468b-b5b7-9fb14bd8c399"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8720861, 174975, 208, 4, 46, "Subsubsection",ExpressionUUID->"21c7a26a-f117-444e-8eb4-7be714ed8674"],
+Cell[CellGroupData[{
+Cell[8721094, 174983, 2084, 55, 65, "Input",ExpressionUUID->"54d9a0c4-1b37-437a-b61f-f2b419934be3"],
+Cell[8723181, 175040, 1565, 37, 93, "Output",ExpressionUUID->"9f0e5df1-b1c1-4c73-b2b1-3523fc2a7147"],
+Cell[8724749, 175079, 348, 6, 30, "Print",ExpressionUUID->"51b20ae3-526e-4ad7-8319-19ed6b93d10b"],
+Cell[8725100, 175087, 1565, 37, 93, "Output",ExpressionUUID->"29f1e05a-0ed4-4daf-af3e-57010efc4df1"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[8726702, 175129, 2379, 53, 91, "Input",ExpressionUUID->"1b5da799-94ae-446c-a7b9-c79af683bd39"],
+Cell[8729084, 175184, 2622, 69, 225, "Output",ExpressionUUID->"13c7b631-676f-4af3-b7ad-07b39ba5b664"],
+Cell[8731709, 175255, 3142, 73, 225, "Output",ExpressionUUID->"55681e24-cfcf-4972-805d-f8bd36ab3b34"],
+Cell[8734854, 175330, 3106, 73, 225, "Output",ExpressionUUID->"e7eed4a8-7335-4f56-8927-1784002740b5"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8738009, 175409, 157, 3, 46, "Subsubsection",ExpressionUUID->"9d22f205-74b2-4355-8479-7fee69c26392"],
+Cell[CellGroupData[{
+Cell[8738191, 175416, 1145, 26, 65, "Input",ExpressionUUID->"6a632419-f085-421b-9b63-06c9c61778cb"],
+Cell[8739339, 175444, 4167, 89, 212, "Output",ExpressionUUID->"6482dd23-40c0-47ab-8e75-4f2e5661833e"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[8743543, 175538, 1144, 26, 65, "Input",ExpressionUUID->"1b65d1c8-f7fa-4940-a8c0-263f26e2b724"],
+Cell[8744690, 175566, 4251, 90, 212, "Output",ExpressionUUID->"485d99d3-dc62-4ecb-ac7c-fe4cf6e8d49d"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8749002, 175663, 178, 3, 46, "Subsection",ExpressionUUID->"193f60ab-232d-47a5-8a41-c77bea81b52e"],
+Cell[CellGroupData[{
+Cell[8749205, 175670, 216, 4, 56, "Subsubsection",ExpressionUUID->"6bdbddb3-b04e-4799-9f09-1c6781039ea5"],
+Cell[CellGroupData[{
+Cell[8749446, 175678, 757, 21, 37, "Input",ExpressionUUID->"035d9db1-eded-4ae9-bd96-553790110145"],
+Cell[8750206, 175701, 32940, 898, 400, "Output",ExpressionUUID->"8a469450-fec2-44c5-8fd5-19b1d1fa4b41"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[8783183, 176604, 788, 22, 37, "Input",ExpressionUUID->"e300e8a3-26a2-4cef-af95-88b3bf9d617a"],
+Cell[8783974, 176628, 34593, 951, 442, "Output",ExpressionUUID->"c951ec4b-92dc-4da6-bff1-30f989c8a3ef"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8818616, 177585, 195, 3, 46, "Subsubsection",ExpressionUUID->"ef842d39-ccee-4170-99b1-57b2e245b944"],
+Cell[CellGroupData[{
+Cell[8818836, 177592, 756, 21, 37, "Input",ExpressionUUID->"74c9fad7-346c-4a05-87e6-b8b46f49e20d"],
+Cell[8819595, 177615, 253, 5, 87, "Print",ExpressionUUID->"3d980a45-7cdc-4b97-9d73-6ed5fbffc401"],
+Cell[8819851, 177622, 73500, 1966, 87, "Output",ExpressionUUID->"31a7cafd-1a51-43c2-894f-eca7eb462b84"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8893400, 179594, 173, 3, 46, "Subsubsection",ExpressionUUID->"fe2d6761-5e2b-4eed-a1a0-8c67c1180f30"],
+Cell[CellGroupData[{
+Cell[8893598, 179601, 722, 21, 37, "Input",ExpressionUUID->"89b28521-5bad-4982-bc63-022e6825062a"],
+Cell[8894323, 179624, 229, 4, 30, "Print",ExpressionUUID->"9bdb6148-e97e-4c2f-8bd0-93b0bb5c0b73"],
+Cell[8894555, 179630, 75621, 2020, 687, "Output",ExpressionUUID->"8aa26246-8e95-4ba1-9330-869b82d2b124"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8970225, 181656, 208, 4, 46, "Subsubsection",ExpressionUUID->"e50fbaaa-b7ea-4e0b-97ce-d964e1b76ae9"],
+Cell[CellGroupData[{
+Cell[8970458, 181664, 2034, 54, 65, "Input",ExpressionUUID->"f790e697-950f-4ebc-b342-17c03c3951d3"],
+Cell[8972495, 181720, 253, 5, 30, "Print",ExpressionUUID->"d08af7a9-5b35-484e-bcb2-df38ee083b9d"],
+Cell[8972751, 181727, 1590, 38, 93, "Output",ExpressionUUID->"4b86c747-d369-478c-82a1-a88fe881dce2"],
+Cell[8974344, 181767, 253, 5, 30, "Print",ExpressionUUID->"176a3c2a-d87b-4f71-8d50-06c20c4e71d4"],
+Cell[8974600, 181774, 1591, 38, 93, "Output",ExpressionUUID->"79d2f9d1-949c-44fe-9fb7-343844aafd76"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[8976228, 181817, 3674, 90, 170, "Input",ExpressionUUID->"cc0986cf-b611-4002-9d62-b8a934d1992b"],
+Cell[8979905, 181909, 4008, 97, 160, "Output",ExpressionUUID->"5143c7c0-7cf0-48e2-97ac-c3c4a61b7974"],
+Cell[8983916, 182008, 4026, 97, 160, "Output",ExpressionUUID->"cd01f8b7-9ea1-47c2-a60b-748fbbff6b20"],
+Cell[8987945, 182107, 4035, 97, 87, "Output",ExpressionUUID->"701dcbe1-73ce-46f4-a781-ff104665a0d4"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[8992029, 182210, 210, 4, 46, "Subsubsection",ExpressionUUID->"dbf537e7-1c5d-45dc-af40-a300842cd416"],
+Cell[CellGroupData[{
+Cell[8992264, 182218, 2607, 65, 117, "Input",ExpressionUUID->"046877dc-70e5-47df-a482-d17197b2cfcf"],
+Cell[8994874, 182285, 4384, 101, 160, "Output",ExpressionUUID->"e06805e2-c057-4de5-be7c-5b0ac0655ec2"],
+Cell[8999261, 182388, 4320, 100, 160, "Output",ExpressionUUID->"9e04a7fb-5819-438d-b649-d012096d22b7"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9003642, 182495, 155, 3, 46, "Subsection",ExpressionUUID->"42370903-32f2-402b-ae7f-df3a3b6bf3aa"],
+Cell[CellGroupData[{
+Cell[9003822, 182502, 216, 4, 56, "Subsubsection",ExpressionUUID->"d67b63c0-2997-4cc2-afde-fb7d5b4cd7ca"],
+Cell[CellGroupData[{
+Cell[9004063, 182510, 783, 22, 37, "Input",ExpressionUUID->"07886d29-b0d2-4203-844b-226ec4b17d91"],
+Cell[9004849, 182534, 32942, 898, 87, "Output",ExpressionUUID->"751199e3-44f5-45c2-9df7-e11331e1c030"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9037828, 183437, 764, 22, 37, "Input",ExpressionUUID->"99b60524-2bd4-4af3-854d-a606353ad311"],
+Cell[9038595, 183461, 34572, 951, 87, "Output",ExpressionUUID->"7d38df01-ed9c-461b-868b-c6c1bf36b3a7"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9073204, 184417, 221, 4, 37, "Input",ExpressionUUID->"4be2bf33-1ac8-4f1b-be19-f1adb914c115"],
+Cell[9073428, 184423, 1827, 42, 87, "Output",ExpressionUUID->"fa39c2a1-cb7f-4922-8b44-ae9db9fa35d2"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9075292, 184470, 155, 3, 37, "Input",ExpressionUUID->"ed84f834-e5b9-4717-b9a1-fdd0d972a5ee"],
+Cell[9075450, 184475, 1759, 41, 87, "Output",ExpressionUUID->"cd0a0168-ac00-4767-aad7-5048dbbe32c8"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9077258, 184522, 170, 3, 46, "Subsubsection",ExpressionUUID->"5a0bd14f-47bc-4798-ac36-524d4aa66090"],
+Cell[CellGroupData[{
+Cell[9077453, 184529, 778, 21, 37, "Input",ExpressionUUID->"257ffd28-a349-4abe-8204-430b70383834"],
+Cell[9078234, 184552, 73544, 1965, 87, "Output",ExpressionUUID->"2cf6e2af-95ce-468f-aa5a-19a728d720f4"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9151827, 186523, 173, 3, 46, "Subsubsection",ExpressionUUID->"94e9521a-e649-4518-9b87-6a982b53dec5"],
+Cell[CellGroupData[{
+Cell[9152025, 186530, 788, 22, 37, "Input",ExpressionUUID->"e149e7c5-6e30-4aaa-a7a3-5a3a6482561b"],
+Cell[9152816, 186554, 75714, 2022, 87, "Output",ExpressionUUID->"80757f59-d747-4f3a-8401-4cf327d89c8c"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9228579, 188582, 208, 4, 46, "Subsubsection",ExpressionUUID->"ac9d0bec-8868-4109-8d5b-4f2ab387ab51"],
+Cell[CellGroupData[{
+Cell[9228812, 188590, 2085, 55, 65, "Input",ExpressionUUID->"9cd5a69f-a91c-45b0-8d60-17e1236d9972"],
+Cell[9230900, 188647, 1605, 38, 93, "Output",ExpressionUUID->"36d357de-5b6a-4965-a0c1-3dc8421cb00f"],
+Cell[9232508, 188687, 1601, 38, 93, "Output",ExpressionUUID->"f483a39e-bb67-4188-9767-9ff147d3caf7"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9234146, 188730, 3720, 90, 170, "Input",ExpressionUUID->"55e9690e-7d83-4feb-8d19-232bd4ffdd8d"],
+Cell[9237869, 188822, 4031, 97, 160, "Output",ExpressionUUID->"0e6bf3d9-e39c-4efe-ba87-2fcada462708"],
+Cell[9241903, 188921, 4036, 97, 87, "Output",ExpressionUUID->"b364daaf-837e-496f-a427-688bd46e5aa5"],
+Cell[9245942, 189020, 4033, 97, 87, "Output",ExpressionUUID->"8075da65-40eb-45b1-9c61-7fac3ca46007"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9250024, 189123, 210, 4, 46, "Subsubsection",ExpressionUUID->"59428d1b-6ee8-4007-8b7a-1def01f9b0fa"],
+Cell[CellGroupData[{
+Cell[9250259, 189131, 2658, 66, 117, "Input",ExpressionUUID->"7a673b5a-594a-4bdb-a6a5-c34aa2f2c2f9"],
+Cell[9252920, 189199, 4202, 99, 160, "Output",ExpressionUUID->"bb61a80f-feea-4ae5-8ca9-8e9d7e060db8"],
+Cell[9257125, 189300, 4135, 98, 160, "Output",ExpressionUUID->"bc13e8b8-7456-4cf1-8b58-60bfc502b18f"]
+}, Open  ]]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9261321, 189405, 155, 3, 46, "Subsection",ExpressionUUID->"7d9ef6e9-0bfb-4368-b547-0e9fa6e2c3c0"],
+Cell[CellGroupData[{
+Cell[9261501, 189412, 216, 4, 56, "Subsubsection",ExpressionUUID->"976a02a5-500e-44bc-b077-eeeb7119e02d"],
+Cell[CellGroupData[{
+Cell[9261742, 189420, 805, 22, 37, "Input",ExpressionUUID->"83521985-a903-4df9-b078-ebe20ea0420d"],
+Cell[9262550, 189444, 32940, 898, 87, "Output",ExpressionUUID->"88c7855d-b193-4925-a19a-4b029ed3be4f"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9295527, 190347, 764, 22, 37, "Input",ExpressionUUID->"fc1041ba-59ae-4a3e-9f58-3fe7964f03bc"],
+Cell[9296294, 190371, 34572, 951, 87, "Output",ExpressionUUID->"4237800e-50a4-4f97-bace-dd7d73a4d962"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9330915, 191328, 170, 3, 46, "Subsubsection",ExpressionUUID->"25e7bdd2-77a3-4e66-a7ea-48bd304fbafc"],
+Cell[CellGroupData[{
+Cell[9331110, 191335, 778, 21, 37, "Input",ExpressionUUID->"a9cc9ddb-732a-49e2-a642-12500a14992c"],
+Cell[9331891, 191358, 73527, 1965, 87, "Output",ExpressionUUID->"3b6dc3af-0f79-4b5d-a0ec-e5c9e370d20e"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9405467, 193329, 173, 3, 46, "Subsubsection",ExpressionUUID->"626a8c69-01ba-466d-b193-84baab6da644"],
+Cell[CellGroupData[{
+Cell[9405665, 193336, 788, 22, 37, "Input",ExpressionUUID->"9961ead0-d2f7-4818-9b08-79f5c2c7d7c1"],
+Cell[9406456, 193360, 75693, 2022, 87, "Output",ExpressionUUID->"f017cc49-f6f9-4d22-bcb3-484aadd88fc2"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9482198, 195388, 208, 4, 46, "Subsubsection",ExpressionUUID->"f06a07d4-0046-4156-bbd5-3dc88b6785fd"],
+Cell[CellGroupData[{
+Cell[9482431, 195396, 2130, 55, 65, "Input",ExpressionUUID->"d3f4ac86-d553-457e-bbf6-e89ce3d76b7a"],
+Cell[9484564, 195453, 1609, 38, 87, "Output",ExpressionUUID->"954e58f7-48c8-46d2-89ab-4108ade36039"],
+Cell[9486176, 195493, 1607, 38, 87, "Output",ExpressionUUID->"5c634fdd-afb2-41a0-8f51-b5168eb40581"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9487820, 195536, 3769, 91, 170, "Input",ExpressionUUID->"337241d2-fa4c-49e8-b7ac-8caf9bdd1d77"],
+Cell[9491592, 195629, 4034, 97, 87, "Output",ExpressionUUID->"51c4f549-22d7-4935-8e0f-7f3953be8995"],
+Cell[9495629, 195728, 4037, 97, 87, "Output",ExpressionUUID->"54f875e9-deae-4886-8fc5-f1985ed050b1"],
+Cell[9499669, 195827, 4034, 97, 87, "Output",ExpressionUUID->"d693f5ae-158a-4550-899f-52b0eb7ff56c"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9503752, 195930, 210, 4, 46, "Subsubsection",ExpressionUUID->"82a8873d-7160-4230-a768-9af786eb6f36"],
+Cell[CellGroupData[{
+Cell[9503987, 195938, 2706, 66, 117, "Input",ExpressionUUID->"fc2106f3-1e7d-48b3-97db-b8701a12edd5"],
+Cell[9506696, 196006, 4183, 99, 87, "Output",ExpressionUUID->"fae16583-61fe-4bde-adc1-59801dd71f30"],
+Cell[9510882, 196107, 4182, 98, 87, "Output",ExpressionUUID->"f3346309-9084-4a48-af9f-d4228225c3f3"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9515125, 196212, 155, 3, 46, "Subsection",ExpressionUUID->"10dee545-9ea2-4d54-a10c-01566f0a04b3"],
+Cell[CellGroupData[{
+Cell[9515305, 196219, 216, 4, 56, "Subsubsection",ExpressionUUID->"9cc312ec-50b9-4c82-b34c-99e9cf44ab5c"],
+Cell[CellGroupData[{
+Cell[9515546, 196227, 807, 22, 37, "Input",ExpressionUUID->"f00ee4d0-c04a-4ae0-ab51-26f562e61488"],
+Cell[9516356, 196251, 393, 7, 87, "Print",ExpressionUUID->"e9689311-f558-441f-a740-b7114ce85e0a"],
+Cell[9516752, 196260, 32947, 898, 87, "Output",ExpressionUUID->"8866a2cc-b87b-4859-b1cd-bbc97bf8797f"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9549736, 197163, 790, 22, 37, "Input",ExpressionUUID->"8637174f-2bed-4b6e-b412-87c574135c4e"],
+Cell[9550529, 197187, 34572, 951, 87, "Output",ExpressionUUID->"f3a84dae-a73e-4dbc-9f10-8576058f54da"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9585150, 198144, 170, 3, 45, "Subsubsection",ExpressionUUID->"f42f398f-8030-4cda-b96b-b598bdf0276e"],
+Cell[CellGroupData[{
+Cell[9585345, 198151, 778, 21, 37, "Input",ExpressionUUID->"fa8d08ee-23a6-4f5d-91eb-9369c26f3282"],
+Cell[9586126, 198174, 73543, 1964, 87, "Output",ExpressionUUID->"0c2e1dcf-4821-4cd4-acb3-d5a36d5ddf49"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9659718, 200144, 173, 3, 45, "Subsubsection",ExpressionUUID->"9b6c8d14-883e-49f2-9ef2-9c197778dc98"],
+Cell[CellGroupData[{
+Cell[9659916, 200151, 786, 22, 37, "Input",ExpressionUUID->"e313f84b-0e17-484d-97b9-305e3e1605de"],
+Cell[9660705, 200175, 75671, 2020, 687, "Output",ExpressionUUID->"0d6cc872-0dee-4845-b570-1f0afe488cf0"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9736425, 202201, 208, 4, 45, "Subsubsection",ExpressionUUID->"caa40e84-8de2-4028-a057-9c8200d2cbe2"],
+Cell[CellGroupData[{
+Cell[9736658, 202209, 2131, 55, 64, "Input",ExpressionUUID->"b8926155-ca99-4264-926f-09911ba5b5dd"],
+Cell[9738792, 202266, 1606, 38, 130, "Output",ExpressionUUID->"80ab2719-6cfd-46c4-8d95-eccb023a9a4e"],
+Cell[9740401, 202306, 1601, 38, 130, "Output",ExpressionUUID->"374f112e-6e19-462b-af76-dc420af1e67b"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9742039, 202349, 3771, 91, 170, "Input",ExpressionUUID->"f90ee203-5ef7-49df-bb5e-1f1970a03aea"],
+Cell[9745813, 202442, 4042, 97, 160, "Output",ExpressionUUID->"83a866ee-0992-463d-a046-f3fefed3c791"],
+Cell[9749858, 202541, 4030, 97, 160, "Output",ExpressionUUID->"b4476887-cfa2-41fc-b266-0debac4ae671"],
+Cell[9753891, 202640, 4037, 97, 160, "Output",ExpressionUUID->"040db6b8-34e7-4660-bad1-9cd4dbfb23b6"]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9757977, 202743, 210, 4, 56, "Subsubsection",ExpressionUUID->"e3fda7a0-d7dc-48e9-8b37-4c152295a7fd"],
+Cell[CellGroupData[{
+Cell[9758212, 202751, 2706, 66, 117, "Input",ExpressionUUID->"9b1b0edf-c4cf-43e3-9e3e-88d64f745542"],
+Cell[9760921, 202819, 4201, 99, 87, "Output",ExpressionUUID->"42b3e2b6-f576-46d3-bf7c-bc6c18c32191"],
+Cell[9765125, 202920, 4175, 98, 87, "Output",ExpressionUUID->"5fdaf50f-5b4a-4012-9136-037e4527db9b"]
+}, Open  ]]
+}, Closed]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9769361, 203025, 155, 3, 67, "Subsection",ExpressionUUID->"1b6189ea-11df-4fa1-9011-09e99baa85f8"],
+Cell[CellGroupData[{
+Cell[9769541, 203032, 216, 4, 56, "Subsubsection",ExpressionUUID->"6de3f65a-8d72-43a4-8960-333baea51c43"],
+Cell[CellGroupData[{
+Cell[9769782, 203040, 805, 22, 37, "Input",ExpressionUUID->"8a548e7d-0e33-4efe-b098-de23dcb74299"],
+Cell[9770590, 203064, 32952, 898, 87, "Output",ExpressionUUID->"de52de05-d0dc-46c5-82aa-20c158444735"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9803579, 203967, 766, 22, 37, "Input",ExpressionUUID->"2dcae7c9-03d1-4c56-a98a-e84f55c2d916"],
+Cell[9804348, 203991, 34582, 951, 87, "Output",ExpressionUUID->"73840fe0-529b-4b39-8206-1276195a53ae"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9838979, 204948, 170, 3, 46, "Subsubsection",ExpressionUUID->"77c689b3-1216-4bc5-be9a-0282e0e20d6b"],
+Cell[CellGroupData[{
+Cell[9839174, 204955, 780, 21, 37, "Input",ExpressionUUID->"0f847322-87bb-4864-8d5f-7fbbae70015c"],
+Cell[9839957, 204978, 73504, 1964, 687, "Output",ExpressionUUID->"e10c70b4-c8c7-4934-8c24-28fe9842fe50"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9913510, 206948, 173, 3, 46, "Subsubsection",ExpressionUUID->"310ff81a-d396-4049-8e0e-3e6d0ee3cf86"],
+Cell[CellGroupData[{
+Cell[9913708, 206955, 790, 22, 37, "Input",ExpressionUUID->"18ffe918-d86f-4df2-8850-0e7194c0cb22"],
+Cell[9914501, 206979, 75665, 2020, 687, "Output",ExpressionUUID->"5c38cd63-33bd-433b-b73d-49fb2e807993"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[9990215, 209005, 208, 4, 46, "Subsubsection",ExpressionUUID->"8d576e82-94fd-436b-b4d9-c544d5a708d2"],
+Cell[CellGroupData[{
+Cell[9990448, 209013, 2133, 55, 65, "Input",ExpressionUUID->"e4251781-fc50-4dbf-a43a-0f8081d505c9"],
+Cell[9992584, 209070, 1599, 38, 93, "Output",ExpressionUUID->"6f2c770d-9694-4b3c-842e-8a4d73fbcd91"],
+Cell[9994186, 209110, 1600, 38, 93, "Output",ExpressionUUID->"cb3a2188-73d2-4dfa-9d5c-8976f8ca8635"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[9995823, 209153, 3773, 91, 170, "Input",ExpressionUUID->"49cac8eb-8ed8-44af-a1df-66a9dfc74a4d"],
+Cell[9999599, 209246, 4050, 97, 160, "Output",ExpressionUUID->"2e2f2614-4498-43d7-ad6e-7a9f236e0849"],
+Cell[10003652, 209345, 4044, 97, 87, "Output",ExpressionUUID->"76e86c9f-a764-4069-93ea-e53a85799831"],
+Cell[10007699, 209444, 4046, 97, 87, "Output",ExpressionUUID->"a5d42cf4-5bf5-4266-9876-3b6edb4584b3"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10011794, 209547, 210, 4, 46, "Subsubsection",ExpressionUUID->"1bbc1c72-d9ad-4d02-a326-47a71e6dadfe"],
+Cell[CellGroupData[{
+Cell[10012029, 209555, 2703, 66, 117, "Input",ExpressionUUID->"7aa59dcf-ab6d-48ae-a7c3-298562b226c7"],
+Cell[10014735, 209623, 4191, 99, 87, "Output",ExpressionUUID->"8ee6d756-e0c8-4822-98fa-b9bbaf009d8e"],
+Cell[10018929, 209724, 4179, 98, 87, "Output",ExpressionUUID->"e278b0ae-7e63-4007-b267-bbbe5e663749"]
+}, Open  ]]
+}, Closed]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10023169, 209829, 182, 3, 47, "Subsection",ExpressionUUID->"f77efbcc-735f-421e-bdc1-61fbd8989401"],
+Cell[CellGroupData[{
+Cell[10023376, 209836, 216, 4, 56, "Subsubsection",ExpressionUUID->"754258d6-c568-4028-ac80-6416e83a482e"],
+Cell[CellGroupData[{
+Cell[10023617, 209844, 664, 19, 37, "Input",ExpressionUUID->"022d7451-e369-419b-857b-a146575c6187"],
+Cell[10024284, 209865, 31401, 871, 400, "Output",ExpressionUUID->"b7eeae6e-dfd6-4946-bb51-d5501ec254b8"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10055722, 210741, 805, 22, 37, "Input",ExpressionUUID->"d4751674-d14b-427f-93de-16dbf05ec9d6"],
+Cell[10056530, 210765, 32971, 898, 400, "Output",ExpressionUUID->"e8d5bde0-8ebf-4ed9-bb08-171793616faf"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10089538, 211668, 790, 22, 37, "Input",ExpressionUUID->"0b223b3e-215b-440b-aedf-08c8c9fe2719"],
+Cell[CellGroupData[{
+Cell[10090353, 211694, 497, 11, 30, "Print",ExpressionUUID->"ec57c141-3719-4398-b86f-e8a42d5d87d3"],
+Cell[10090853, 211707, 494, 11, 30, "Print",ExpressionUUID->"12b49c8d-880a-48fc-ad72-f635c89b47f6"],
+Cell[10091350, 211720, 492, 11, 30, "Print",ExpressionUUID->"033b6e0a-0a9e-4579-a4d0-e286789a7030"],
+Cell[10091845, 211733, 493, 11, 30, "Print",ExpressionUUID->"6426b305-ded3-4a5b-b8ed-025cfefaf5fd"],
+Cell[10092341, 211746, 485, 10, 30, "Print",ExpressionUUID->"0569825c-0a3c-4c7f-ae2e-07eeb7a4c524"],
+Cell[10092829, 211758, 582, 13, 30, "Print",ExpressionUUID->"4dde836f-2c92-4827-b67b-46abb78a044f"],
+Cell[10093414, 211773, 1497, 27, 33, "Print",ExpressionUUID->"3a83d509-2858-4cf9-aa58-a10fe281a723"]
+}, Open  ]],
+Cell[10094926, 211803, 33320, 928, 442, "Output",ExpressionUUID->"e37febdb-d7b9-472c-b8f8-4b436bef3545"]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10128295, 212737, 170, 3, 56, "Subsubsection",ExpressionUUID->"12d78f77-5979-4f24-b869-ae76276bc6a0"],
+Cell[CellGroupData[{
+Cell[10128490, 212744, 778, 21, 37, "Input",ExpressionUUID->"039a6157-eddf-4f4c-8817-2f06fb6421bb"],
+Cell[10129271, 212767, 73545, 1964, 687, "Output",ExpressionUUID->"b9f80e57-690b-41b0-a471-012e1f538566"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10202865, 214737, 173, 3, 46, "Subsubsection",ExpressionUUID->"56fe3828-06ff-47c0-b817-c5e4b34f41d7"],
+Cell[CellGroupData[{
+Cell[10203063, 214744, 786, 22, 37, "Input",ExpressionUUID->"47befdf5-4e30-40ab-9da0-dcab6eca3e5c"],
+Cell[10203852, 214768, 75688, 2019, 87, "Output",ExpressionUUID->"708814d3-06b8-4d46-910d-b81092bc5767"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10279589, 216793, 208, 4, 46, "Subsubsection",ExpressionUUID->"a2df56a5-5a33-4fcb-956f-e7c763053ae1"],
+Cell[CellGroupData[{
+Cell[10279822, 216801, 2130, 55, 65, "Input",ExpressionUUID->"e0d9169f-1c57-4f72-8ad6-3621941b42b4"],
+Cell[10281955, 216858, 461, 7, 42, "Output",ExpressionUUID->"b6614c4f-a42c-4677-b033-93032cb5ae7e"],
+Cell[10282419, 216867, 461, 7, 42, "Output",ExpressionUUID->"c153f1a9-d877-40f9-b90f-1dc8795e4eae"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10282917, 216879, 3423, 86, 91, "Input",ExpressionUUID->"dea3afb6-c0a1-4e72-8d36-abd2e5f8d56b"],
+Cell[10286343, 216967, 3846, 94, 160, "Output",ExpressionUUID->"c781b1b5-e1b6-4581-a373-0d15bd10648e"],
+Cell[10290192, 217063, 3845, 94, 160, "Output",ExpressionUUID->"076e262d-8279-4c4f-8bc2-c4b57d752362"],
+Cell[10294040, 217159, 3845, 94, 160, "Output",ExpressionUUID->"2c25fb68-d806-42a3-a66e-2f773ab2d252"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10297922, 217258, 3771, 91, 91, "Input",ExpressionUUID->"d8e4c037-b3e7-49a2-9e0c-ba458f18d7cc"],
+Cell[10301696, 217351, 3900, 95, 160, "Output",ExpressionUUID->"d358d8a0-5f36-4c16-8766-4649efb56a7e"],
+Cell[10305599, 217448, 3905, 95, 160, "Output",ExpressionUUID->"c16a68b9-2fb2-4c96-9ec6-621994bf1305"],
+Cell[10309507, 217545, 3907, 95, 160, "Output",ExpressionUUID->"db1a5b8c-5eb2-4a15-a7c5-5ea881ff6a94"]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10313463, 217646, 210, 4, 56, "Subsubsection",ExpressionUUID->"de225739-f9b7-4744-b401-de9747c0544b"],
+Cell[CellGroupData[{
+Cell[10313698, 217654, 2706, 66, 117, "Input",ExpressionUUID->"9cc44426-f04c-43bc-a1d3-c8ab7f73ce0c"],
+Cell[10316407, 217722, 4046, 97, 160, "Output",ExpressionUUID->"71742dc8-b46b-4e5e-9b5a-542716af63a2"],
+Cell[10320456, 217821, 4054, 96, 160, "Output",ExpressionUUID->"70ff7d28-c092-4927-b3dc-b345a0305ece"]
+}, Open  ]]
+}, Closed]]
+}, Closed]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10324583, 217925, 160, 3, 83, "Section",ExpressionUUID->"0cf5029a-c295-4f81-81d9-c59ab38a6cd6"],
+Cell[CellGroupData[{
+Cell[10324768, 217932, 155, 3, 67, "Subsection",ExpressionUUID->"399c4cbb-a491-485e-a0af-c29d98a817c1"],
+Cell[CellGroupData[{
+Cell[10324948, 217939, 170, 3, 56, "Subsubsection",ExpressionUUID->"97c6283b-2073-4fa3-8cc2-1576eb0b50ec"],
+Cell[CellGroupData[{
+Cell[10325143, 217946, 802, 20, 37, "Input",ExpressionUUID->"b0cbf515-9ec5-4308-ab04-63fb8c4fdd1b"],
+Cell[10325948, 217968, 47854, 1287, 410, "Output",ExpressionUUID->"60f93be3-85df-4df1-b1c2-a4cc6216319a"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10373851, 219261, 173, 3, 46, "Subsubsection",ExpressionUUID->"c8b71a16-8493-4d89-854a-d23e1b5733cc"],
+Cell[CellGroupData[{
+Cell[10374049, 219268, 784, 21, 37, "Input",ExpressionUUID->"c0f4f246-a8fc-40fd-a509-a1ee9a6efdc8"],
+Cell[10374836, 219291, 49851, 1343, 452, "Output",ExpressionUUID->"981fda4c-eec7-45e1-a3ea-797b7b77165e"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10424736, 220640, 206, 4, 46, "Subsubsection",ExpressionUUID->"783a6690-0911-4012-96f1-1832fd010daa"],
+Cell[CellGroupData[{
+Cell[10424967, 220648, 1939, 52, 65, "Input",ExpressionUUID->"8f42c51e-4af6-4fd4-b648-ad88dc0af07c"],
+Cell[10426909, 220702, 1453, 35, 93, "Output",ExpressionUUID->"ea2bd096-fe86-4bb7-8ca6-c48f78aa9503"],
+Cell[10428365, 220739, 1527, 37, 93, "Output",ExpressionUUID->"b79bcf06-1f1f-4845-9ae0-c3a48e86ce24"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10429929, 220781, 2061, 45, 91, "Input",ExpressionUUID->"2c7923ac-5d05-4049-9d65-76710297345e"],
+Cell[10431993, 220828, 3061, 79, 225, "Output",ExpressionUUID->"7e265376-6561-4bc6-abe0-d9b76af9904a"],
+Cell[10435057, 220909, 3252, 80, 225, "Output",ExpressionUUID->"ed717238-f5fb-42cf-9eb2-90ab6461a59b"],
+Cell[10438312, 220991, 3358, 84, 225, "Output",ExpressionUUID->"ddadbaf6-8670-4067-af2e-e3fe082ca8fa"]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10441719, 221081, 159, 3, 46, "Subsubsection",ExpressionUUID->"683ba5f3-4b06-401d-9d43-56af8ec4cca1"],
+Cell[CellGroupData[{
+Cell[10441903, 221088, 1083, 25, 98, "Input",ExpressionUUID->"27e1234a-1ffc-450d-971f-33e4ef801c3b"],
+Cell[10442989, 221115, 4022, 88, 212, "Output",ExpressionUUID->"cbe49253-baa4-4ab5-a776-118510807652"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10447048, 221208, 1109, 25, 98, "Input",ExpressionUUID->"ec7160d4-3c2c-4992-a4d2-f918473db052"],
+Cell[10448160, 221235, 4383, 95, 212, "Output",ExpressionUUID->"3be2a67c-9a49-41db-b31b-9303f221bdb4"]
+}, Open  ]]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10452604, 221337, 155, 3, 67, "Subsection",ExpressionUUID->"03635dc1-7ed7-4b3b-b08d-536ab12eb856"],
+Cell[CellGroupData[{
+Cell[10452784, 221344, 170, 3, 56, "Subsubsection",ExpressionUUID->"37877007-fa2c-4077-99c1-3e968d22728d"],
+Cell[CellGroupData[{
+Cell[10452979, 221351, 796, 20, 37, "Input",ExpressionUUID->"01390d67-d15d-4641-b5ed-8e047edccf8c"],
+Cell[10453778, 221373, 47752, 1286, 87, "Output",ExpressionUUID->"0c28b243-673b-4466-a2e1-a9c2c837a4ed"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10501579, 222665, 173, 3, 46, "Subsubsection",ExpressionUUID->"df5fb33f-8cd5-43b3-9ecd-765d05c24611"],
+Cell[CellGroupData[{
+Cell[10501777, 222672, 813, 23, 37, "Input",ExpressionUUID->"d849899f-cc7a-4e35-8403-279b8a157b34"],
+Cell[10502593, 222697, 49758, 1343, 87, "Output",ExpressionUUID->"0e0221f0-6706-4d60-8675-0ec6ca07974e"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10552400, 224046, 206, 4, 46, "Subsubsection",ExpressionUUID->"50a5fd77-df81-4c3f-8867-d9ddda298713"],
+Cell[CellGroupData[{
+Cell[10552631, 224054, 1942, 53, 65, "Input",ExpressionUUID->"4b6b97c2-15f0-4c8c-9353-24c33131c47d"],
+Cell[10554576, 224109, 1442, 36, 87, "Output",ExpressionUUID->"c27de29c-1849-4c98-9388-fba3aee803cf"],
+Cell[10556021, 224147, 1461, 36, 87, "Output",ExpressionUUID->"fd4178ef-6c15-43fb-9417-4ba9b796bee3"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10557519, 224188, 2064, 46, 91, "Input",ExpressionUUID->"67ae8529-20b1-45e2-ad86-1dc896cc8484"],
+Cell[10559586, 224236, 3070, 78, 87, "Output",ExpressionUUID->"d243255e-dffe-4dce-932c-7bcec1b981ee"],
+Cell[10562659, 224316, 3179, 79, 87, "Output",ExpressionUUID->"5bd7b5ed-8836-4f47-a05c-7a89fc38bd76"],
+Cell[10565841, 224397, 3218, 81, 87, "Output",ExpressionUUID->"065476e1-fe91-4ca9-9c5e-d6878a1793d8"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10569108, 224484, 159, 3, 46, "Subsubsection",ExpressionUUID->"8d2eb298-c00c-4f5f-8f87-23a99493a0e2"],
+Cell[CellGroupData[{
+Cell[10569292, 224491, 1132, 26, 98, "Input",ExpressionUUID->"5c02262e-9224-4474-9742-615f02a0298a"],
+Cell[10570427, 224519, 4013, 87, 212, "Output",ExpressionUUID->"6674fb58-e184-451c-87d5-5e71e058a2bc"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10574477, 224611, 1163, 27, 98, "Input",ExpressionUUID->"03beb052-382e-411d-a6e5-f76d9ac40874"],
+Cell[10575643, 224640, 4342, 94, 212, "Output",ExpressionUUID->"1d6539f8-d739-44a6-9930-726ce2770d61"]
+}, Open  ]]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10580046, 224741, 155, 3, 47, "Subsection",ExpressionUUID->"b80576c9-5feb-42c8-b6de-f474856bee13"],
+Cell[CellGroupData[{
+Cell[10580226, 224748, 170, 3, 56, "Subsubsection",ExpressionUUID->"31cd9368-0093-41a7-ba77-370782e4b1da"],
+Cell[CellGroupData[{
+Cell[10580421, 224755, 800, 21, 37, "Input",ExpressionUUID->"bfdb7d93-3f7c-4147-9fbb-59d885667072"],
+Cell[10581224, 224778, 47755, 1286, 410, "Output",ExpressionUUID->"2da94e72-b484-4ae0-9f62-03ff28326e3e"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10629028, 226070, 173, 3, 46, "Subsubsection",ExpressionUUID->"b59b23e3-8e24-4763-a082-e87f734e2324"],
+Cell[CellGroupData[{
+Cell[10629226, 226077, 813, 23, 37, "Input",ExpressionUUID->"aa44f6fb-7532-4348-a55b-bdd8e95b6c2d"],
+Cell[10630042, 226102, 49730, 1342, 452, "Output",ExpressionUUID->"a9a960ae-966c-4376-80b0-e90a3f14431d"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10679821, 227450, 180, 3, 46, "Subsubsection",ExpressionUUID->"7d95fe2e-7b57-457c-b03c-723f52b4d936"],
+Cell[CellGroupData[{
+Cell[10680026, 227457, 1986, 53, 65, "Input",ExpressionUUID->"712be5e0-1ded-4316-8b67-46e261e01e34"],
+Cell[10682015, 227512, 1414, 35, 93, "Output",ExpressionUUID->"a753738e-c4d4-43d8-9b4b-f673cd46a52d"],
+Cell[10683432, 227549, 1423, 35, 93, "Output",ExpressionUUID->"f9746b9c-5034-488c-a5e3-4d9da3c16bd1"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10684892, 227589, 2113, 47, 91, "Input",ExpressionUUID->"3d2d760f-0607-4b28-a5a6-0e0f5531850a"],
+Cell[10687008, 227638, 3060, 78, 225, "Output",ExpressionUUID->"e888dbbf-b7e9-4356-b37c-5a0b7ea8ed6a"],
+Cell[10690071, 227718, 3140, 79, 225, "Output",ExpressionUUID->"86b0160a-cda7-4ef6-9245-782038752c4f"],
+Cell[10693214, 227799, 3167, 80, 225, "Output",ExpressionUUID->"56d05340-878b-4fee-ae72-bf39a18c90fb"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10696430, 227885, 159, 3, 46, "Subsubsection",ExpressionUUID->"8294d45d-68af-4b2b-8d3b-49ee3f62fc07"],
+Cell[CellGroupData[{
+Cell[10696614, 227892, 1183, 27, 98, "Input",ExpressionUUID->"d1474651-6a6a-4c31-8d55-74aa72a1756b"],
+Cell[10697800, 227921, 3944, 87, 212, "Output",ExpressionUUID->"61192317-a3cb-40e2-aae1-d42fcc58731b"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10701781, 228013, 1209, 27, 98, "Input",ExpressionUUID->"5e4e5c4a-3503-403f-a6a4-24030b2745de"],
+Cell[10702993, 228042, 4356, 94, 212, "Output",ExpressionUUID->"0dcd93f3-4b37-4f79-a64b-8771b2f20981"]
+}, Open  ]]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10707410, 228143, 155, 3, 47, "Subsection",ExpressionUUID->"2f5235f6-11ed-40cc-bd47-972e2faface4"],
+Cell[CellGroupData[{
+Cell[10707590, 228150, 170, 3, 56, "Subsubsection",ExpressionUUID->"f88dcaf8-3648-43db-b40a-dc6386313705"],
+Cell[CellGroupData[{
+Cell[10707785, 228157, 800, 21, 37, "Input",ExpressionUUID->"37527d21-db28-480e-b87f-90f7947fc0ff"],
+Cell[10708588, 228180, 47765, 1286, 410, "Output",ExpressionUUID->"c98b99ad-3b22-4d1a-9b26-e399f59761af"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10756402, 229472, 173, 3, 46, "Subsubsection",ExpressionUUID->"7f0c5099-fb56-4eeb-9aae-5bd1770ade17"],
+Cell[CellGroupData[{
+Cell[10756600, 229479, 811, 23, 37, "Input",ExpressionUUID->"3243e3d3-4ac7-444e-8cab-2aa47d891d07"],
+Cell[10757414, 229504, 49752, 1343, 452, "Output",ExpressionUUID->"3847d073-cc78-453f-a88d-cdd25c2162d1"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10807215, 230853, 180, 3, 46, "Subsubsection",ExpressionUUID->"0bc057ae-f40e-4705-be74-4e1e050c5fe4"],
+Cell[CellGroupData[{
+Cell[10807420, 230860, 2036, 54, 65, "Input",ExpressionUUID->"ec51997e-1375-461e-af8c-e7424ed6f4bf"],
+Cell[10809459, 230916, 1398, 35, 87, "Output",ExpressionUUID->"6fbf4b87-03af-438e-9aee-0965a196361e"],
+Cell[10810860, 230953, 1399, 35, 87, "Output",ExpressionUUID->"0542912e-7d18-4131-ae68-c243d2db80f8"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10812296, 230993, 2115, 47, 91, "Input",ExpressionUUID->"f76ade5d-96c2-4269-ab5f-465d90b0ac66"],
+Cell[10814414, 231042, 3056, 77, 87, "Output",ExpressionUUID->"2b1a78f2-6671-4626-8248-3f0554c1057f"],
+Cell[10817473, 231121, 3114, 78, 87, "Output",ExpressionUUID->"5ae1f94a-cc4e-4389-b033-127c33702d43"],
+Cell[10820590, 231201, 3142, 79, 87, "Output",ExpressionUUID->"c85a2955-4cb0-4e28-bc3e-b4188ae89670"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10823781, 231286, 159, 3, 46, "Subsubsection",ExpressionUUID->"2ea4aeb0-eaab-44c8-897f-2904d700d527"],
+Cell[CellGroupData[{
+Cell[10823965, 231293, 1230, 28, 98, "Input",ExpressionUUID->"7827a097-56cf-483a-b0ba-5625432c204f"],
+Cell[10825198, 231323, 3827, 85, 212, "Output",ExpressionUUID->"1859ab01-180d-443f-89ea-1114e13ff7f6"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10829062, 231413, 1259, 28, 98, "Input",ExpressionUUID->"a4328a2c-f0c6-4ddb-a1fe-5b267b2b3acd"],
+Cell[10830324, 231443, 4279, 93, 212, "Output",ExpressionUUID->"884a3610-b85c-44f8-9ca4-589d6dc0f0fa"]
+}, Open  ]]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10834664, 231543, 155, 3, 47, "Subsection",ExpressionUUID->"67f3695d-6149-4f26-9ffd-387fa7b82660"],
+Cell[CellGroupData[{
+Cell[10834844, 231550, 170, 3, 56, "Subsubsection",ExpressionUUID->"a3d59bff-5789-4e64-bbbf-7bb9cfdbc1d2"],
+Cell[CellGroupData[{
+Cell[10835039, 231557, 802, 21, 37, "Input",ExpressionUUID->"c553e16f-3093-44d1-9d36-0e2944cc9e88"],
+Cell[10835844, 231580, 47773, 1286, 410, "Output",ExpressionUUID->"28e231b2-a672-4e7f-80c7-77fdea540b4f"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10883666, 232872, 173, 3, 46, "Subsubsection",ExpressionUUID->"023450b8-43fc-4112-b60e-d5648dc00642"],
+Cell[CellGroupData[{
+Cell[10883864, 232879, 817, 23, 37, "Input",ExpressionUUID->"0739d3ff-a764-4492-834e-52ef14ac4ac7"],
+Cell[10884684, 232904, 49746, 1343, 452, "Output",ExpressionUUID->"342fe15f-5d0b-45fc-8c66-fe59cb5d0675"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10934479, 234253, 179, 3, 46, "Subsubsection",ExpressionUUID->"39ccbc87-5a93-4556-8d45-9189a0afac1a"],
+Cell[CellGroupData[{
+Cell[10934683, 234260, 2037, 54, 65, "Input",ExpressionUUID->"817f0768-e734-4493-ba7a-ee4e9786892b"],
+Cell[10936723, 234316, 1396, 35, 93, "Output",ExpressionUUID->"d95b1f13-680b-4f9b-bcd9-c33f22bd52ff"],
+Cell[10938122, 234353, 1385, 35, 93, "Output",ExpressionUUID->"bd88202b-cc78-4a9e-b479-9ef3a020a5a4"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10939544, 234393, 2114, 47, 91, "Input",ExpressionUUID->"cfb590c5-20ff-475a-b601-54e0c5604e69"],
+Cell[10941661, 234442, 3061, 77, 225, "Output",ExpressionUUID->"c4ef6db5-9619-4bdd-9d75-843cf787426b"],
+Cell[10944725, 234521, 3118, 78, 225, "Output",ExpressionUUID->"41e15f49-7527-499b-8762-4b72a6343ff3"],
+Cell[10947846, 234601, 3128, 79, 225, "Output",ExpressionUUID->"bc7d5113-7e4d-4982-9db4-45982ed9474f"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10951023, 234686, 159, 3, 46, "Subsubsection",ExpressionUUID->"e8ab3c69-78d0-4a34-a632-71e02d7385e8"],
+Cell[CellGroupData[{
+Cell[10951207, 234693, 1232, 28, 98, "Input",ExpressionUUID->"19cc2ac7-0e89-4096-bd94-6e179cae1d30"],
+Cell[10952442, 234723, 3761, 83, 212, "Output",ExpressionUUID->"1a5c1fac-c184-4c85-9b87-23d46d0a8b70"]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10956240, 234811, 1259, 28, 98, "Input",ExpressionUUID->"1966c60b-7b9e-4d19-ad24-a9779e150f46"],
+Cell[10957502, 234841, 4219, 92, 212, "Output",ExpressionUUID->"2c367f82-1c84-41b4-b737-16d8902868b3"]
+}, Open  ]]
+}, Closed]]
+}, Closed]]
+}, Closed]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10961806, 234942, 159, 3, 122, "Title",ExpressionUUID->"6491b1b0-852f-4bdd-8e0c-baaf27bf3326"],
+Cell[CellGroupData[{
+Cell[10961990, 234949, 153, 3, 83, "Section",ExpressionUUID->"5127f77e-fe2f-4dda-bd7d-3f930b336d92"],
+Cell[CellGroupData[{
+Cell[10962168, 234956, 158, 3, 67, "Subsection",ExpressionUUID->"bcadec70-3ef9-42a1-9c63-71d474183dbe"],
+Cell[10962329, 234961, 2101, 67, 162, "Input",ExpressionUUID->"21a8de76-365b-445f-ac68-ea56773d42f9"],
+Cell[CellGroupData[{
+Cell[10964455, 235032, 1766, 51, 71, "Input",ExpressionUUID->"7ab16921-a1f5-4025-bebc-f886657828d2"],
+Cell[10966224, 235085, 231, 4, 42, "Output",ExpressionUUID->"6ac025e0-4a60-4623-8c1c-67421d0a7280"]
+}, Open  ]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[10966504, 235095, 467, 8, 67, "Subsection",ExpressionUUID->"54e0ba72-e119-45fa-8af9-f05893e85758",
+ InitializationCell->True],
+Cell[10966974, 235105, 9594, 168, 525, "Input",ExpressionUUID->"5db5b15a-b66a-48ca-badf-1718fb820a4a",
+ InitializationCell->True]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[10976605, 235278, 425, 7, 47, "Subsection",ExpressionUUID->"0b8c9413-f61f-466e-a4fe-9c35df985e10",
+ InitializationCell->True],
+Cell[10977033, 235287, 34344, 672, 1506, "Input",ExpressionUUID->"d86b6e7e-16bc-4bbc-ab05-49b514161ba0",
+ InitializationCell->True]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[11011414, 235964, 157, 3, 47, "Subsection",ExpressionUUID->"68da2d1e-3853-46bc-a63e-d70b39e0d4ef"],
+Cell[11011574, 235969, 40886, 746, 1636, "Input",ExpressionUUID->"d25c00bc-a3f2-4165-b91c-836c09494a9c",
+ InitializationCell->True]
+}, Closed]]
+}, Open  ]],
+Cell[CellGroupData[{
+Cell[11052509, 236721, 206, 4, 83, "Section",ExpressionUUID->"fda9ab2d-de4c-4bbf-a3a3-545f30b979f6"],
+Cell[CellGroupData[{
+Cell[11052740, 236729, 3552, 59, 170, "Input",ExpressionUUID->"4b11e20d-ef20-45e8-89f6-aa75d3f26394"],
+Cell[CellGroupData[{
+Cell[11056317, 236792, 632, 15, 30, "Print",ExpressionUUID->"6cdf4e00-684e-4f57-9f99-d56c6a8376ec"],
+Cell[11056952, 236809, 415, 7, 30, "Print",ExpressionUUID->"db080ef1-bb31-437d-8aec-301c2fd4c2cd"],
+Cell[11057370, 236818, 677, 15, 30, "Print",ExpressionUUID->"6420a8cb-3f78-4018-b4c7-f542e7860606"],
+Cell[11058050, 236835, 566, 12, 30, "Print",ExpressionUUID->"d74305c2-f29d-46de-9ce1-48649c2179cb"],
+Cell[11058619, 236849, 389, 7, 30, "Print",ExpressionUUID->"fbabbc71-e74f-4bb3-afb3-426668b3b749"],
+Cell[11059011, 236858, 415, 7, 30, "Print",ExpressionUUID->"572d2405-6679-4439-a54b-4d23c7c098c7"],
+Cell[11059429, 236867, 638, 15, 30, "Print",ExpressionUUID->"abcec4d3-70d7-4a08-af79-6c6d4c815f5f"],
+Cell[11060070, 236884, 741, 18, 33, "Print",ExpressionUUID->"5c91f9cb-2837-406a-9be9-95767b53aa5f"],
+Cell[11060814, 236904, 392, 7, 30, "Print",ExpressionUUID->"d040d3c9-8581-4f50-a4cc-4a05f28064de"],
+Cell[11061209, 236913, 3925, 111, 50, "Print",ExpressionUUID->"df79abd6-954c-42b4-b741-cb1007165936"],
+Cell[11065137, 237026, 521, 11, 30, "Print",ExpressionUUID->"0776d0bf-9adf-41d0-844e-7ed8857c4f51"]
+}, Open  ]],
+Cell[11065673, 237040, 409, 6, 42, "Output",ExpressionUUID->"5ef95204-df02-431b-bf73-ce298fc4e554"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[11066131, 237052, 438, 12, 67, "Section",ExpressionUUID->"5ce77d80-bfce-49e5-95bd-9f294c38cbfa"],
+Cell[CellGroupData[{
+Cell[11066594, 237068, 1815, 44, 222, "Input",ExpressionUUID->"bc982a77-2574-4d81-b17d-4e8912124d73"],
+Cell[CellGroupData[{
+Cell[11068434, 237116, 1150, 22, 30, "Print",ExpressionUUID->"46989ea1-4b79-467a-9a37-459eaccef275"],
+Cell[11069587, 237140, 933, 14, 30, "Print",ExpressionUUID->"72b00cc8-2a19-4173-bbe1-754e4bb08363"],
+Cell[11070523, 237156, 1301, 24, 30, "Print",ExpressionUUID->"23dfa9da-ccaa-4352-bb28-f7769d1426d3"],
+Cell[11071827, 237182, 1084, 19, 30, "Print",ExpressionUUID->"80f41f96-1abb-4d0c-8f33-5a2005342bfb"],
+Cell[11072914, 237203, 905, 14, 30, "Print",ExpressionUUID->"a346f4b6-6ad7-4405-92a9-149042d3aad7"],
+Cell[11073822, 237219, 933, 14, 30, "Print",ExpressionUUID->"1e6a876d-e3c2-4ae9-ae65-13b5f8e90456"],
+Cell[11074758, 237235, 1158, 22, 30, "Print",ExpressionUUID->"732bba3e-6790-487c-a8d0-088e004ac965"],
+Cell[11075919, 237259, 1274, 25, 30, "Print",ExpressionUUID->"4425c25f-e26c-4db3-a9f0-a6d55a661851"],
+Cell[11077196, 237286, 910, 14, 30, "Print",ExpressionUUID->"de0cc461-d007-4c72-afc8-af5031b5d96b"],
+Cell[11078109, 237302, 4469, 118, 50, "Print",ExpressionUUID->"c3925b24-131c-4063-ac49-b7e9248e39af"],
+Cell[11082581, 237422, 1039, 18, 30, "Print",ExpressionUUID->"f301c7a1-7f6d-422f-a390-266975330b5a"]
+}, Open  ]],
+Cell[11083635, 237443, 914, 14, 42, "Output",ExpressionUUID->"87268c59-0c58-4d29-90d4-8a43c6c7dfa1"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[11084598, 237463, 489, 13, 67, "Section",ExpressionUUID->"c3f7836b-ef69-449f-a764-40f796968d09"],
+Cell[CellGroupData[{
+Cell[11085112, 237480, 1978, 49, 275, "Input",ExpressionUUID->"6e6f9c54-d587-4f7e-82ce-8a2a1674093c"],
+Cell[CellGroupData[{
+Cell[11087115, 237533, 526, 13, 30, "Print",ExpressionUUID->"5e3a5cc1-f1f4-4d98-b857-36ec726f46d2"],
+Cell[11087644, 237548, 311, 5, 30, "Print",ExpressionUUID->"addd89e4-4157-4889-8558-52aa11aaadb9"],
+Cell[11087958, 237555, 998, 20, 30, "Print",ExpressionUUID->"7c604507-cd61-4869-b68d-38ba1e10a5f2"],
+Cell[11088959, 237577, 464, 10, 30, "Print",ExpressionUUID->"f1693c80-c1ee-4d0a-bcd3-f8d1b4d1217e"],
+Cell[11089426, 237589, 283, 5, 30, "Print",ExpressionUUID->"db309a48-df26-43b6-a704-7e24d69eea55"],
+Cell[11089712, 237596, 311, 5, 30, "Print",ExpressionUUID->"642aa099-ba0d-4804-8992-38b0351fd46a"],
+Cell[11090026, 237603, 536, 13, 30, "Print",ExpressionUUID->"b66ba048-83a0-4204-ac08-880e06f42f3f"],
+Cell[11090565, 237618, 651, 16, 30, "Print",ExpressionUUID->"a95d66cd-8f22-4fa2-9500-044ed5d77fda"],
+Cell[11091219, 237636, 289, 5, 30, "Print",ExpressionUUID->"9a6035f1-1667-4e5b-bb07-3c9901af1ef2"],
+Cell[11091511, 237643, 3845, 109, 50, "Print",ExpressionUUID->"8b8007e9-201c-4d11-a8a9-686a16e78048"],
+Cell[11095359, 237754, 419, 9, 30, "Print",ExpressionUUID->"03864254-0451-433f-920f-86e9e10bfe0f"]
+}, Open  ]],
+Cell[11095793, 237766, 286, 5, 42, "Output",ExpressionUUID->"ac3fe2ef-fbeb-4dd3-8c35-05b7056f958e"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[11096128, 237777, 493, 13, 67, "Section",ExpressionUUID->"d222bfdb-18a2-40fa-b20e-46d7225b4526"],
+Cell[CellGroupData[{
+Cell[11096646, 237794, 2779, 66, 380, "Input",ExpressionUUID->"99b22901-8052-4beb-b83b-e0ff96b1b004"],
+Cell[CellGroupData[{
+Cell[11099450, 237864, 508, 13, 30, "Print",ExpressionUUID->"2ca746e8-24ce-4918-8d78-40916f7f6745"],
+Cell[11099961, 237879, 293, 5, 30, "Print",ExpressionUUID->"2f24b865-fcb2-42a6-98a7-3cca2eee44f1"],
+Cell[11100257, 237886, 1404, 27, 55, "Print",ExpressionUUID->"88e56c0f-72d2-467d-98b6-82eaf5962127"],
+Cell[11101664, 237915, 441, 10, 30, "Print",ExpressionUUID->"e92aeb4e-8d9b-4d0f-b984-7de5191c87df"],
+Cell[11102108, 237927, 263, 5, 30, "Print",ExpressionUUID->"2f3345d0-0256-46c7-a52e-faa62b36a628"],
+Cell[11102374, 237934, 291, 5, 30, "Print",ExpressionUUID->"fdb2234f-696f-4918-aee1-bcf5de099764"],
+Cell[11102668, 237941, 516, 13, 30, "Print",ExpressionUUID->"96adb2ea-ca70-44f3-858b-38915d08b596"]
+}, Open  ]],
+Cell[11103199, 237957, 229, 4, 42, "Output",ExpressionUUID->"0b56c095-6bd2-4bec-84bd-acdfc8864bc0"]
+}, Open  ]]
+}, Closed]],
+Cell[CellGroupData[{
+Cell[11103477, 237967, 155, 3, 66, "Section",ExpressionUUID->"c94fd007-ac47-410b-9d98-ce13d9f96f10"],
+Cell[CellGroupData[{
+Cell[11103657, 237974, 2125, 49, 248, "Input",ExpressionUUID->"585df89f-5bed-4ca5-942e-56f86e220dc9"],
+Cell[CellGroupData[{
+Cell[11105807, 238027, 667, 15, 30, "Print",ExpressionUUID->"2ddf1bb7-b178-4253-994f-7eeb61209392"],
+Cell[11106477, 238044, 452, 7, 30, "Print",ExpressionUUID->"6fdde9e9-c53d-47cc-b35b-db30f00f046e"],
+Cell[11106932, 238053, 1089, 22, 30, "Print",ExpressionUUID->"07973eb5-4dde-42f5-bf1c-e864619b15d8"],
+Cell[11108024, 238077, 603, 12, 30, "Print",ExpressionUUID->"f2fdfda7-4830-4a25-8b1e-906ff3d66e8e"],
+Cell[11108630, 238091, 424, 7, 30, "Print",ExpressionUUID->"20044625-0dc5-46cb-8db2-8dd848867c05"],
+Cell[11109057, 238100, 452, 7, 30, "Print",ExpressionUUID->"37164918-7369-4b24-ae73-b51261613e6f"],
+Cell[11109512, 238109, 675, 15, 30, "Print",ExpressionUUID->"24d9fe3c-d775-4622-b821-630a5cab33dc"]
+}, Open  ]],
+Cell[11110202, 238127, 5340, 161, 85, "Output",ExpressionUUID->"125ccf75-c6b2-4021-a8a5-1bb0476b7b6d"]
 }, Open  ]]
 }, Open  ]]
 }, Closed]]