From aec877697ab81dad822b9d79211e5e7bbe705e27 Mon Sep 17 00:00:00 2001 From: Pierre-Francois Loos Date: Wed, 23 Feb 2022 12:05:42 +0100 Subject: [PATCH] new figs and data --- Data/scan_f2_cc-pvdz_cc3.dat | 24 + Data/scan_f2_cc-pvdz_ccsd.dat | 24 + Data/scan_f2_cc-pvdz_g0w0.dat | 27 + Data/scan_f2_cc-pvdz_revgw.dat | 27 + Data/scan_f2_cc-pvdz_rg0w0.dat | 27 + Manuscript/fig1.pdf | Bin 43739 -> 71586 bytes Manuscript/fig3a.pdf | Bin 49972 -> 50119 bytes Manuscript/fig3b.pdf | Bin 44741 -> 44899 bytes Manuscript/fig4.pdf | Bin 0 -> 67771 bytes Manuscript/fig5.pdf | Bin 0 -> 43501 bytes Manuscript/ufGW.bib | 2 +- Manuscript/ufGW.tex | 28 +- Notebooks/GW_conundrum.nb | 2218 +++++++++++++++++++++++++++++++- 13 files changed, 2306 insertions(+), 71 deletions(-) create mode 100644 Data/scan_f2_cc-pvdz_cc3.dat create mode 100644 Data/scan_f2_cc-pvdz_ccsd.dat create mode 100644 Data/scan_f2_cc-pvdz_g0w0.dat create mode 100644 Data/scan_f2_cc-pvdz_revgw.dat create mode 100644 Data/scan_f2_cc-pvdz_rg0w0.dat create mode 100644 Manuscript/fig4.pdf create mode 100644 Manuscript/fig5.pdf diff --git a/Data/scan_f2_cc-pvdz_cc3.dat b/Data/scan_f2_cc-pvdz_cc3.dat new file mode 100644 index 0000000..e8d994a --- /dev/null +++ b/Data/scan_f2_cc-pvdz_cc3.dat @@ -0,0 +1,24 @@ +0.529177 -192.0718681227 +0.582095 -194.1611857323 +0.635012 -195.6208925111 +0.68793 -196.6482037874 +0.740848 -197.3747118845 +0.793766 -197.8901538951 +0.846683 -198.2566571480 +0.899601 -198.5175760887 +0.952519 -198.7032915418 +1.00544 -198.8351919989 +1.05835 -198.9284215371 +1.11127 -198.9937513078 +1.16419 -199.0388640823 +1.21711 -199.0692686079 +1.27002 -199.0889640392 +1.32294 -199.1009044038 +1.37586 -199.1072986871 +1.42878 -199.1097975546 +1.4817 -199.1096214147 +1.53461 -199.1076633248 +1.58753 -199.1045747396 +1.64045 -199.1008324508 +1.69337 -199.0967858098 +1.74628 -199.0926887251 diff --git a/Data/scan_f2_cc-pvdz_ccsd.dat b/Data/scan_f2_cc-pvdz_ccsd.dat new file mode 100644 index 0000000..db599be --- /dev/null +++ b/Data/scan_f2_cc-pvdz_ccsd.dat @@ -0,0 +1,24 @@ +0.529177 -192.0685190684 +0.582095 -194.1578786150 +0.635012 -195.6175629905 +0.68793 -196.6448394845 +0.740848 -197.3713057456 +0.793766 -197.8866857565 +0.846683 -198.2530905898 +0.899601 -198.5138606906 +0.952519 -198.6993660224 +1.00544 -198.8309869311 +1.05835 -198.9238612857 +1.11127 -198.9887549246 +1.16419 -199.0333451097 +1.21711 -199.0631340935 +1.27002 -199.0821133290 +1.32294 -199.0932285028 +1.37586 -199.0986805911 +1.42878 -199.1001132928 +1.4817 -199.0987420273 +1.53461 -199.0954575270 +1.58753 -199.0909128570 +1.64045 -199.0855910885 +1.69337 -199.0798534114 +1.74628 -199.0739708040 diff --git a/Data/scan_f2_cc-pvdz_g0w0.dat b/Data/scan_f2_cc-pvdz_g0w0.dat new file mode 100644 index 0000000..c050cb8 --- /dev/null +++ b/Data/scan_f2_cc-pvdz_g0w0.dat @@ -0,0 +1,27 @@ +1 -198.8294456090 +1.025 -198.8793288429 +1.05 -198.9216853885 +1.075 -198.9574404362 +1.1 -198.9875623785 +1.125 -199.0124021232 +1.15 -199.0333892816 +1.175 -199.0523475621 +1.2 -199.0673575660 +1.225 -199.0793311327 +1.25 -199.0890271300 +1.275 -199.0961233321 +1.3 -199.1031669104 +1.325 -199.1080686214 +1.35 -199.1106058981 +1.375 -199.1117425622 +1.4 -199.1136241332 +1.425 -199.1152479324 +1.45 -199.1154853768 +1.475 -199.1149964433 +1.5 -199.1140252845 +1.525 -199.1117368436 +1.55 -199.1096147291 +1.575 -199.1068596300 +1.6 -199.1042157420 +1.625 -199.1013516917 +1.65 -199.0976218392 diff --git a/Data/scan_f2_cc-pvdz_revgw.dat b/Data/scan_f2_cc-pvdz_revgw.dat new file mode 100644 index 0000000..7d381c7 --- /dev/null +++ b/Data/scan_f2_cc-pvdz_revgw.dat @@ -0,0 +1,27 @@ +1 -198.8343093460 +1.025 -198.8843636476 +1.05 -198.9268522332 +1.075 -198.9628492820 +1.1 -198.9932723736 +1.125 -199.0188896997 +1.15 -199.0403568351 +1.175 -199.0582432137 +1.2 -199.0730352566 +1.225 -199.0851547607 +1.25 -199.0949595391 +1.275 -199.1027613310 +1.3 -199.1088313718 +1.325 -199.1134063407 +1.35 -199.1166930303 +1.375 -199.1188720579 +1.4 -199.1201009826 +1.425 -199.1205170019 +1.45 -199.1202393707 +1.475 -199.1193716042 +1.5 -199.1180034651 +1.525 -199.1162127910 +1.55 -199.1140671667 +1.575 -199.1116254546 +1.6 -199.1089389635 +1.625 -199.1060533601 +1.65 -199.1030084320 diff --git a/Data/scan_f2_cc-pvdz_rg0w0.dat b/Data/scan_f2_cc-pvdz_rg0w0.dat new file mode 100644 index 0000000..6cc7a12 --- /dev/null +++ b/Data/scan_f2_cc-pvdz_rg0w0.dat @@ -0,0 +1,27 @@ +1 -198.8330915541 +1.025 -198.8831046474 +1.05 -198.9255522846 +1.075 -198.9615085474 +1.1 -198.9918916535 +1.125 -199.0174720494 +1.15 -199.0389064977 +1.175 -199.0567641929 +1.2 -199.0715315883 +1.225 -199.0836308088 +1.25 -199.0934199923 +1.275 -199.1012110586 +1.3 -199.1072752401 +1.325 -199.1118490461 +1.35 -199.1151389382 +1.375 -199.1173250781 +1.4 -199.1185644595 +1.425 -199.1189936172 +1.45 -199.1187310613 +1.475 -199.1178795138 +1.5 -199.1165279542 +1.525 -199.1147535200 +1.55 -199.1126232329 +1.575 -199.1101955341 +1.6 -199.1075216137 +1.625 -199.1046464917 +1.65 -199.1016098660 diff --git a/Manuscript/fig1.pdf b/Manuscript/fig1.pdf index c41ee34634004cbfe60805a668c50101325f7294..ec8848f443c73810b4d54790379dd369f93f6ca7 100644 GIT binary patch delta 60199 zcmXt9byU>P*QVnuwSY7N3oIqw(%p?9Egd4UbbdruSvr>P?ob*e6p-!|L6Gk5CHD3A z$NSIRnR#aB+%xCSz0aIGvowcMScjFM31mNxjB{&Hc;jDfaEw3ua(4QzkBpIN3XMjH zgb)i4|45#*Qm<}8fL3I~&ZyziO5kSj>gU`aTjb@Q!;Q?*4e%s-bArk`dDuan$(W-y zu7HOfpyN0Q6)=83A@-QpnJZI-y14H~b)yz!P-(zZxA6tTW8RY=>cJg#a+C+4ZcyH_ zGAI5jL8!aDx~B=$(~S%Ys6`#1j`FU{9xqT2kM1Fl7r^aKSDuU?fXX;}x@f%5L;bL8 zw1?*2}F}Kqp_uSCmVY90pCpgt1_*d88XvUic z@D}}^Dm$4@XdnlBkcZ#JKpxlbpXFVbnPNaD^MWuylr1YH>mhfhcP##V0QryqQ z?L27(BtZZX?*2}Cbs$~H7{CM1t<&2Oz4s%1+TT9hx!HO0bGv*niLM&5+CAdV4LV?U zg2tpSJ#^CMm=H(G1fniGnL4T%Ob$LTU;GzXI&{GkHs#GZcrwojlo8^!JTjm3w&hxp zOo>t`5{$6Nus=j5Z%1 zML{(EKJj}8eC>BrNGVM>pDv~TZPJ}kh3j$m?RD9aiJ9^X$9tU@lcRe&$oV?Lcrfy- z+Ia1Xua$BLg()w0Q^BN2=OqRju6L6{v>}@`%v&^;5 zlAh@Z(MCwu=I`9xY&`mC|2}`{%w46=tOmQZL2N%CT44&b{UHri1bEL+advJSL(8pHqkv>$2d!of|9CjdS{+xMY#IqSE%LO-{>D@n( z?Oq7>Y9^485uo)eMZugd$*Cvs0<5%UL~u>J`$NQ*{ys!oa!p%x*Kf)7f6#lx-Cl2V zfq%@tqXj<4-fE#{a2!u0_ZSv)%sOuf?g+soHz`4c@g8Y<-Qnjdk~^#26C*=QXW!mj z=mfQX-^S$@AYya3wU7(UQobx>m?C+it$s9AOg$NZtvoQldodVXm(SL{HdJS|L4`RT zwOa$1l)Ph@I<-3wI(NxBSg`z!x$aB{bQ1)A2n1Tb4`qpUV?xCT=nro&7<~K@9Z>`H zD|Y1K$C5h2$g4m+615^!;wqj;*ll0!g6)T)mxa>rrXRaRFyqy@&fg8vvC~_(5Il>Q z_&S(lEysONNX={9xX*Tf6V|G@{Vkk|A{4e}?-z1KFpu}9ZEk1`HHa|FX|ekI;>iw9 z;08RYI2;=miEnOd>k7wpgIoST~L=3o!GcFV47Z`?s+JMX2{+U*9&faO0Xpyb2KWw`T8i$@Kh%KD-It6pF_I?{UcpEQHxD zOGcqFc13zQdWi3F%H*Gv%C-;3cZlwc{{q^T3!f=&+%i3y+mU_CPW-xQSbfSI!y5A^ zVHMRM=6kaw-refv+5B48GYOqxk|Cf~Czc(9Yoq@TJi%b|SL}H}?ol(VycknYxd*_R zDYm0?Y`F1&oe`lBZ$7c{b*dOQX2{AuU8bAzR{#|ft%B)ca=qeui47nZ@DO+YEF(Yg z2zoK$buYmrpY;uPNgkseda()p4P^)p4BRT9&Ya}ZiTxG7-dcg%T}3b5?dM56h?n1c zB;$STSlazQJ_ii*gzOCyduD?y?f{it%kIRi+6PylQ45KGM~^m*7nZw<=oY`;X1-y* z%wbp~l%}D#ROKrCs=s-YN2h9~7T1Z_8VUtpVyB~SXjlNYbLPg_Mc2WvC6!0)N1)bwD9=?iV8%T-IFz7`eu_19%~MX~CYMAX$mka?^` z3EI(H(EhVW={ZC<(n1;U*yg zO(zoH@08i??M&G3ldH(nxUwRu%2{_^abiX6*zLm>dIoeCgZ5Dix!z7W`pbh%{^OD76^J;kp7Yu;+a_|vwX0))3 zgS)Gm1VR6g1mhNquq+As_yO;N>=3%A%KI$09^socU8CY4ax&_O?)_1F*!6bdec*YK z-xh;$Ug+)@6hceE?ZPTG?vq;T^jk& zzsa?$shuZMYxnc-rSrz{YwzQj>9fe+5xe$Eoui7WtW#sa#hq2>tmnG>esXs=uQn7y1v6FKNzug#L+Zi-jq4m4A}p|J5_V`2lGwNuBtT8?m%N$Sv>tk3`ntXojYGspnIgv%oT z`{w#mbyK_Yb5q7MMVSuNsla%SrRoa4Jn!aK6oEdEU*Hc`0jL!ItWed7BvI+0#SAj5 zVO9KGn`YCu^e66b=PSSIObdj6?i*(ENvsf$p&GQYmic$>4u@lU#9xV=&fNQBS1+@J zm8;ytAct(-1yj!ZM{8~TWf)VyekP&@%v>?>vhiWin@AS+y1iDs0XMCbtMj8JQO?3s z77+sZ?&>!HBak2IFoHb~+g_-pEFW?w%Bh%*r;E$}!9%=Uj5|vA`C)nP3fp^hD*IqE zUU~Yc#xj40md>Ps2`}IxwfOQx_8$kc`Ha8AEhexSb?mxwk_1p91E&C8MQ3_4={fBq zPBe=1d+N->ecJn3{RlW>5=>P3IrZ_f|B~P#lD=92%IMInF!QDK$+xog_LlzbR z4wg|06%-&+#Ibd%tujK*?*E&p0w(f{aOlo{m-BExGz3W93jFQ}C>Ua(ci0GQ)A?|r zIFZF$0H0~m4)xci0%H4`^)@oCAcqrK<1YooQlNfljt+S*Lmu2tMc?_(UsaS4gMP9> z-1rnOc6-~}BeX#D-#0g9MJvEeDm7p?2QWf`Sd<-GlUBl zE8r?54#z{^yVWYmk$oNj%~vW_bvk({e{%8MJen<03zE+U_(BE`qr@@-!ytYrF}+Jk z=kFNWT=2ht5r6ag_0mNBwEpzNa*2h z4Acryy$@U%8c!ul4xGIe5MpwtiwJHR9JHvu*c6rU`wF!>(0R0jhDmhp4Xqar7L7Y@ z>h$jxJ1f1hAQx}5o2Kdh!trNMttotPw?kIn3_SiV>U0H|@h%h2H8lcFiEHkDdi24) z2upuOG`20c^lv}P2f0k#q2n;0yC%P z)qu)BO8-<}mDbtLvh@J}#~X@LX9zj>p)81(#`=QM%`R@l9~*QVB^Gfj z3EUONdREq5$dRd9b)V}v!typ;X%r7iArVFOhxR=Ya*^o7yOxmlk5mNXc^&Pdwm;4i zu+HA-jwoYjD?Gsw^4(>{hCjxxNF<_T`mYi|6xRM?!pEbjYioSRyRv>b@M<1>F@WQH zP4oOUr_}ir_gP*WL-hPtL=BK_X zoGdYz6nmb~jvX?+Mcv;!=#ZT&a&oQOVFNVH*QBCtO?;L!BGedwm49Gi} zSQE26vElv)W&;DyNWRHz#T12r5!)qL&5_}O+CHv2Ky~7pgTFxH>pp3uM_gT+rP1C2b za+X-aM3Pxs1B&~&z;WZTzIcG`;E-lW^-+XP&w#cX#*4l``)tBa58Hcg+QX#9g7%tb zJG8>2Q!fL*;M@MTVHc(jexA&}o87fVx=O=x&Rh0AFDJ4CE>BL@^?4YNJ)W@#(@^;@ z+U+F=!^TUFq~-pAMdd zEXau-_qb%%?vRxD1h$>$FenK@vfkqy>vlC)eGTHI@v*z*8g=`pYy zd_I~p#>~8z-h8ci+kUj63BwQH51m$N>KPMtATy=rk7IxTrIom{vfn|Pzh3%T0Ve0x zQJ4}omMEp-^m{soDF^`o+JQKNds_CFt34!R94H3^44A+LGc)*p=N<|H;Xj8|Gom+@ zBnWTbX+=DzVP2`?#Bqy5>>hPK*=yu`lqo z$HU;Hy;f%y9Uaph0WNoZ zfs0vO>m$2SxN+HomV3lRnuX%5E@>ca2v6roSVbIk&YI}ZZ{Kw32bryBM3VLQqvUDV z9Qh*068os?-kE%R?UI)`xZBUb0aD~j!1>iip(ODphwxmlB(a713uph?TzR)MQTFtMS-D zD9D(epEKV9EhA=gN9iJ(S_k4$Y%h>4BZheyXI?HJyV`6j(-c*m?1ml$ULgbn=yEfi zR_W4DRbd7*&B)>VT(x0%45CcigJrXj0z{l@Fth)2j_-~3Sh{;{I-jGj@vtW&^s|A% zpRq-%?d|;I->@Cg-#5xx-wtPsQ_6CIHji`aIfx3dU!ml`QG}3se&**ImniuG3L+|p znNx6VCMdx=e&=ht#APV+3;fK?41MKKGyd9&(O6QtD6_saudPqWUQ5O+k_B1{NjlE$ zCA`6yf+{yHdrm_Y335m0RVbLZRi_#TkLvOgXlGQt1sq3QgYDv&*OL@L17NTE-?lx_ zauVQTKd}-7GUk$L5|I%W{3cG47=d@UoLHZ~8n&G$NtC*cZ7$6YJs}~rV^*UE(fm=Z zIGCk-7xwI!yw5?J~dJpK*(j4z{VgkL|fjbjLE z!G&VsnHTnbRSVwE(E2G%^A``Zq$qQ4lfOVB-RNw)OKn1?3J6l!w9Q+eNAhYvepYAq zF!RM0hVZ90SsspH<*ONC0WSKXIryl#fXSOg#5*JM9n7)1KNmeh62sQFE7d8~JA)tN z21i*D6>ZzUt*Xk{HDG;4DMWC-ZaQI>YVt$r3i`<~ZBmoociG4(MB|*Qi!!WnZV>pL zfOj!c32B9yH*odst+F)eTb)iUb4ONkLP)HY7uCk`9w5n-F!X!TmI8&V;$Wp+9VtOD zs9s-cF{5H{qEn3IIj($hNnk9m#PfD=3~$h6Zy+IW<|Ccxm}TCult9@b$3s@;ldCoW zWvG}8sbrT^+&K-?&K*D^Xh($Wfa09M!mf(F$+4Vm9sRFd9zismit`nm)Z5Z({8yTV zii7+VIxqm1&cm7RJ!wnN(PEpOvgwe_rUEn|cY= zk>ohv{_mnm#?K+4+Voylw5=dFBMmL*3)^P)zdg;w7gySaNo}kO3)|9U1G)FpunI5V z;eWO+c0)rlp$aLFV%c{8Pk2>3I#Wp%>#De-4DvdHtv@|LA9-&$2OC^Lhh;mK`yoSFE=|1c)LSNb4Li2RQwuT>?8r}Kc8eP^6t-;OD<Zp$aeE)4-whCDocB6I8XooLjzLd*If24}_!%&3LZ>*s^aA`%;*{NsPRc zw~IZFI?g8RX3Fx?!+SI|iTutfk2Hr9g)XGmY{{=Gzs}UGOYt4F=(esu{Egs(^8gF^ zHA59A8`>%9ga73-mpi@nl6%hT!W8N$=lVB&HeHsg@wKL4>+AVOrQP!u_Z^JHhZ;_b z#I$akKSBBzxYqiYK%8BsoBYTKT<@>8>t50vuIy;yxw$G@M%nLDNei|k>Z6L`N;T3m28&Ic8cb5Td0oLi-#0ZJ9 zX)Ty%VY8yn3B&N!r9|KBP_SrkyC`BSF#TCah5Ujt(Ymb`@TV;oHgJ+vu%TUfObU(; z-l?iLT=wvi3w~|nyO8NWYPm@2y8gniCKYC?W}Vd*)A-nYSH2zXyxvm~u;X>YZVRBTH$HEM|Cxy2Mmejlt6n0da) zU4()DZ4wbW1nf99rJQYRckn==j={l3%o*F5{EifrYo7$X5_2SI1@rr9lM*zZQwP-a zYDoOMpepI|o_kQbVwuDqIcQIHG8ccQ9s9|v8!LJUejeauB~`Pb^cr*M<$BzR77UIVdS1(9FbA9sBJ=MdAYCso?lk@)+} z`D?N%Cjc6znaeV02BiRR3YrPL18+8)y6B{)Fk?u%)k*|m=k_lvekdqny=xBCAnIhT zVOmdG!|nX|Ofjn3zDXJOwaC7?9+^|^G-9U&D<}%6hlZ&(wY=o5)1In~><$L|*ws4n zX*LFLVEK9t>izVS*E#;!HoPx5)S6lmH8`rJ3*3RBdud^-BwkJOh)nniWS^#onm({cXx%@&z8e?IF#LvrHA>LtRn z0eF0HUc7BmZYGp`-OVnbolA*$!K6P>Bdx4H!>yg-o>=dVSQ>6|5{u{$dsAX+3+Z0o zw=M2T%zDQ{*qGe*t|QyL@dk1BHv<=ctEr)$TXu&>FG|>#0&E)M->uceDpord#TYNd1y zv&L}i*%|+v7#IX*b^yr$)Rh(coaZ($E#;2Am2q;U{Z>XjQlYSLX2*QvxG!Fts=|0} z5%_11hU#BD?U2Vd-wNb*2BYcrfwipSDf^NxOE0hAb^0GKhB)`|JqfP@8nnA9>}ep4 zV=3pz3&=Cp^^}hn0>UOE`qD^0oDC(@l>tt&)Sa7a$l$;`#N6<41Cng*%WzGQu7&Do%udT_U-%34rRil>7Gd z5XjhebX*%nBkSI=BggjqQOoghZ)^9Y0=A!n7(7cdsTOS?mx*Cc8I?AFHzSdv&wU`U zM~P1l;FhYz1!Zz2_(yvXFKagGJCgxZNt~Ffvad-VZ-iclzdCw%5qXx( zf$6nV255yQR8drl=uA7)1J~@ClLR^N2~xipt|YJ3NN{sm(*AOZpV9UXfU%;Bn#Hmh~+cQ_95$4%%~^8b zXy7ku^s@?qcYFmetfgEl1lGw={sYu^a*yGuX6phPYMj`#;70m7z~6-;pt37aYBA_- zPki|x-&(HuS7;fsFx0DYH%Q&xfx~?hbfES-xCHAL?4)X1DobP3>9YRnJFX2`SVF^Q z8M&jPldcY-?jny}kHCbZ!}*mmvu~F=e6Vaa-_q~56`ityl+sR zY%a`c4WDrQ)nQQ}h**1Q_9d$Z)b3L#CH&fub^ah^I&~cox;(bQ2Mbw+ zFAS0xUf-A=!SZvT;0OLXua%?4$lj6azTa2?U;e$(^0w&%;@$qc)Tx+1yodOC>i^ey z^3-WVNoXn4Cs3Vel?Gqn8%N}J3R}IGd{Np4mZ%w+F{j_s-7G<{!Xu@F!Eq`vvg@ zGl&gPdNKZ!h!S!4`6009`6fb3|K&z@u&GkEh16>x|J(Bx8FTPOqEzQY5O#*913$)7 zJKUebtCGdI?{3V1=2cMP$gab8V|^zt-`vWcP0(N7LbyQ$QeZpDO8sbjtzI_woqt|F zaR-f8EaKcOEW_$lcR}ka7O&z@r@mKU<&$rn+$~VqXw(lgT*XwGCP=<39J0g?-kYY zFxAGx9D&h>s)3_KzxJ7pMsGX%)RV(b(~& z;`gj%!9na~y<}3k-q}qo63i3But*Y&vZw0>a-!F%kmK+uOk7bN1w-;*Ugo(MYI9qQ z9P~^3Mm+tmUMF&G{@2lfh+2)T)Nq0X1{sesQ)K~5RVQiO`=AWN(Nu-IB9Mw_V8c(H027h^aT%8tf zi{RsrAtfSi-4)|PYt8U^ty{~E!z-aRi;ju~p}R2VjQNevy5|P+wZ{@%dUtxWJC<$r z1A4Hw5Dvr0^4L4sLv*nkM`(AFk@SDqUUINwFwYqowFH)DpMlay*;ro#SAZRmSXNu^ zsl@Rh$u&||rl)m;33`i1m^)dK$0uVt#1-Azqhsg!iS45369GH?+U#noObS2TI8{T* z{KB#4d6INN<)7Z|HnVN5=t-sTO5|mgl}b)iTp0u)n#;=d3@h){yGM2C#^-)Ds^1aihOd~jQ(-WJ}8wP{hu4i z;eu;#$LnOYYd&wePtSxgHv8*qr*k1HQ*84uoa=y$74KWJ-N>XCe4qB6P_l1z1YKYr zFTOT~N?P5IUXAVb(A^(ljqL(nuJP|xKq8cbj6Ax4_s*)0MZUzcPoNHv^wvJ80?+GX zN~`wf7^@(mj8xMXh$t?Nm5TK)WksBP50d>2gE+NRZ5fqFo(O|e2z~fy6kcR_O4IaA zBv|oQ`T;{~7(?gz4=edv9@4@Hj=?-SIJl97_m{(6*8!l`u)`Ia0>UGf4CPS^TrsvDDs_GglYOP)a3E|=h)C&*zyFtS+C zjPykluUy}AS%|g?gH~YhoM4Iq*gGxh{+@7TC~7nqsc3|b!=V*pM5JYvQ&Av{FXr

;bUVY|A@c*CZYwz;%=}VwHrz}dIOVhs z7C!dw+lH>xi&h}qLirKjCdrDHXFOP7B=1UXZuuxw{y0HlIuH`=3%QXMpFXit+ZaWD zcY*kw)2=3Ozt6g8t*6-Bmtqdj(wrErw)(y$0>Mc>r2g`mRZ-p=vICKi$l^$sc~{&! zX1As&ax+M-_+3Mg5n(u!Ym)a@7y(Pa!nYKp_o%NAq5w9!(M#URj|MxY`c9~e*9=lI z74x{bM-6H(#f^@d92y9N=S?cgqy&XE!RVvDXEvJqqV8_sfTRYFeDpifeJO0S-L(fQY19mPW73!&gN&H)6zn&T<|=8^XY^;XzCirA>KK|*mbwzCj7V+WHawI> zTubjf-pJ;DVo0Mo4Rtd#*4cYcTk}v(1Dcvd-E}_zNOy8LYU0H7=?ZlhJ8b4vbkhA$ z2gTect`tPIqsv{=d0_5Olo8X5G6IADeWfKSuMQ18SwgcoZ$*z(40z=xn}B5gsbP%r z)k&jIP$SmG!|<0Ur%We!g4b0J?W6W^usBchPE?*=rP1o5e1p?y6Y#apOKZ8{GDY9K z-RX&ScWp_G3tsEkk|stvy~UNfi~Sgz`+gsg3Chncksqw>{vD0EC@=`?%?G}svFiij zayW5v7^5$-n@jPP;f(`=gIF1t{x}(oM{)KfXbW_erVmfxc$xI=tlI`t9{I;5q!o`m zr2KF|5ssNd-Pk&DtJkN5*JJe+^9NQIEFI6Mifod^1GJxK873K?+$i|Njp^U`@Ncpq zD|YK{WD|@9Udj*MmTLV`2ce=;Mz*Euy@9D>97Z zTXnJM(ky3B`~{f(eFIo2G)!|9AN(Z`JyOtYUbfjB*pe<~rt*X5@r|i3FLnMasrE%0 zP!QNR8JtH08&w;?H+iA9WCgb;A;*4 zt)`1pTG?pLx(MKPrE^+(=)mX>-*$MM8RBrKRt*>tGjo9%8&=yP%eoBWcp(uoSH#G01qM{Uo0J{ur!4wwf)&D9Ut7n zPs12)XG3cEth5sS% zEudpl-#JVUkdj@-+v?bS{GoBE)^4w`ny|CwEJ<%b#_LP1NhklNPAF0VZ>d6)PYNy* ziU01Iyt^r}+Sr>^s{GWDnF%GT!QrocSQZ|18vdvDeIMl_@ojo;?%5QE?%NWVqm`*% zpNpm5{%D|9abxM_S4rVcwU5L<9}!EXiUCmGFT*;F6SlFGg+|__ruPxqu~dhQq(b6Y zAx@oF?nH*dS@tH=GE+5pM8;?$%le?x zqf#3p)vAS#y~{+W7dEur17%QzW;y1JGPzTNb)iMOdfIG|U)X(neK5B>=KrdAil{!u zTz;u^;3*@k@?Aw2L@9rgRAz&mJ-yk3zE-!8W^)3%nNBtX?6YGhBJt;*+k4xF;rBUG5bfW6RMD`pqhQLx|pQulr7bDE7$M_ZuCsORI4j2wKt@*ju-WS)^R=L-Fc^EPOJOmEUt z^Mi)*3Tm!xpn4PIIgoLO&ye7sBKu`WmSO}}+o<|O;dZdEt8W*p71iAoP%)~ZxogJH z%O4;Ufr#i`_Vgw+Lo3=-bFYCI`lZQ6R|-e+%YNG zAOZb-Nf3g9Gci!)iJ7D}a>vl)=O)(dflB7H%owQD*(iz|SlES1@p}??3}5#-EyQOV zHe$ihgW?Fke266cZNa2YHZepO={Q3|N&cN|-8>CXPd-?WQ3o!~3h^Gg zEli(e-H5hf-PAUX8Zazw8z#^F2)tiqflN5RbiXMuz^B{0ZA8 zts+M}LK$fR!RWK(fCCTET5)%H)6@nD9BuXj->tEtzoby8D!&8=7uN+o;maHUD2L= z7Fnk))1P0aqHzZciuUjS%gx9Br20=ZZ3L!GDN2a|#F}ECa{4m=I0~y2(}N21&w^FD37WP?4N-c=bt6p zqN#4a=o9(Ncc4!=eWI%sv!aP0WMX@}6Sz@-S-8Te-&O8;zn3Rru=tpc*4}WA6y;tK zamwZpD743$Mfrq8F(u$1ndK(sVD5x7nvG^DOxzZB)mrSjS9B)FCg2lFipWERPW^xq zzqI;MR>d2hyNnm27RM*}o-}9N_F2C`S3pSp3Ot|oDuF-nJN^_n0-yiQ%VrjOrA*8lZ2TfuPyWk)fYW?HuG$}u*7L47-!RB za_hyR+A|dPT*XM=Wph&$vUzOw2?(`RReqRbEV)ZnHxy^e$o{b3Se^Wj$iL%2M^NhP z7~A;AnI*|R-VZ%j38!gbS+QD_J*t~g=IQ$C-iHN5i*aT!dd8RN6D5~RUnALj8!AWCpLUn7+*AI+k^adY_X5R3kq=bQa4nKw8ZIOYBurFJ9| z%*{M-l4>jaFLp4?0D@Fan_TbdKS)P1d!XcL@nyf&-hZ6LkU(Rd7;aJ4cKr!tD%?0k zT4$h@!{V{w<4YM`pHhozIMv&=_NjMOOU-aQ|0l5kgvWS>pxL1dj zPxp(sa=`(=aL*z)*r?Dh{Rb=o8HW7axuWho;siCGZNn^<2y+pc$C4*Gm)o;DewyqU zi;7N751A|mL@SA&u;a(G*OI}=offkf(%`+HXQ%u>3|O8dAw(XvRF{{orpSBh%k;Oa zpX7*Pw9#`!Oy3Ct0Jr#D=7yd6-~1*h=O$ayA_n)p-Mj_QfNgW-gd8LB%835`ei$Xi zKjt{hIC9Vrn{aY<4HU6`8J>eXJ3zqzqcjUvTr&tQ0t2+~T(FVWV@;po8;^Yzu&az4vd1sQMNi073*h_Y<$8 zhgeUC6=rl=;iCmwF#lISet3q4PMq_XsNfJ~Zsp4?v0C;)Tj~-zW6gDq`lK0aL^v@l zD~ehDbJdtzZxlZ&^obLK+RCx%=|T$V@UK(%Q!24&iFUC=s?2p&BN(-u6cQ!s+A0l4 zF8W{~j$D8Zg2i?w$uG`}TfY~HKPH|fNXK~s-dMZ5C3%$8}c*HPtxim1FVHHRIkp+6P+SdLi`=6^J?6<#Xh-3iM7<7lvX8e-7EL*E;Y z?|hLGLvlg+-A#xhNkyS&s#%f$$egRx@hGpcFhGJa`wRxs=#bH*T3&y&{^YuxVs3g$hZ=7!)=@pORVO#Faq0{+?C%804RN9qvj4Fc>yzoSjCcNT zaLhCbeg!L>ZB?u8AN<|4`eu;rp zP3{^oWa5*rgqjNe$6rI>@8CoJ3g_U$FSV_+VJmUz%GA-nEW~=gNeSn= z&!rE)f%$(MRvB^WV-aB@_kc3e2#teT{>w$Hm;Xi}s-JadH0Kx)o!(KFtr$2CjB7S^ zC~2;v2?+Wvvyw{vYPRdC?SWE)q8w#Ml{6>IUr4N7J}ql&LlSBWJ3gk%8jabBN2H&Y zZ_wF59pJoEUu#SaV-ytE|B`NyAgCgiGw_u?6+Te-s2|s5E5Zh|QV?+b%-b_U{xy3i z;y)u{>{#q#zx7(Cp0aPt!kTD0h0CPpk!m;-TsYcdma?}ERF;=-%q}$xb7|y&4O46Am%owd zpGewO>}9P*+bS`#%?OM$q(@U`7BiFUY|w}3$s%P3ryhSI-NC1 zS*)nsu|X_{B`G9XG9?WLiscvwf%(0oykPiG+*B%;c&?A!8}Mg+?6i4!|6;6j(Cf(* zEyXgY(~})iYrgeAd^3Q4?!=&t!^+dcP==AsPGtd?0Uk(r_`tnQK7IMhSg4Nl1y?UF zg6;dK;uC~#P|8~PO!+NG-{=oJ&+FOPSIwkw?r_=J^RM=Q1MGjrZhgehVM%=krna?h zdrQiIcF*O(IE*#?_6LlZ&i6l(3C0nvA8l5zWLEGg*}L%IkaRwvwojs<`^2#=L4Eq> z(Utl^u3b~?UhN=6rZ)od>O%{`DxW%EK5HNQ4?CGHcUf1feb|=&+aA_|v+r2pl#T~h zgW-7^hXhD7=`(xBw>@QH)zRpbnMWZT1%c!<%&I^)GMdcFsNS`3C&`6u^DY7|a;_~+_m#gU= z(G2vt&^*;$9So|X*qBFTrqGmj%?vGI6plg zZSi=mcGyh$DTG<*KMf@-yM_1;=hl$SZq~xp-+8KID*W9hnp8els@u<$8l{o9V9EI1 zjTTPdyUR1$pFEU<7^`0DkxyX0INSi4m6+>W0 zX3r6d{lLoGZ{LCiu4_t`LjJ!zGU(-*LZ(K=A6U&HuQ}XRin^N4P^??bsfPgmy4PdA@|MgrEZ&jy(D+k zaAVNHt-Yd3OtK^k#;IPU`_Tl)TTne24mv#DI z5&j9L6pH)5)k=N2;>-}WYZVE=--_|lwuka3CGWNv~vb?!PVz0Nn*@_XN zZ|9yjpr%&e@@;ch1F*nqTi&g+QqHc%`enu)3%DE{c|}Dox1&i_Y|dw;b=EP`TsRsQ zRm}aZ=$Fp#n=|8fQBnW%7Elb5*55xG7nm+9Sy^9V=J0t|)$~mo##*v+T;KFiJiC-* zKEqaW{Kz4huUgUa(il+R$6$XJqP}1AkfbOU@XD;BwB_6dsW_uF4wRQ(U<@Vx`_iK) zbbnu`+>U43KVp{FNfUn?L_WpK>{dlSWmfZ~j#_>dT$A=wZ7;9I6!^vc=*7T3Ju$uK zFGi~&Tk>JWWv-cg(oE;$146=B6%=wZnA2jK@VGgyq}ypEXS)SYZ0`7F`S|qnTO#R>d9}P*q-}uET9bR?Abj zuBf}zT3+!e_hi0*6kz>weVh9;(2etYf4jyUUB<@?Wa=N8^)8RR_f2G0ivVkf`X6)H zglz`>k>P`tUhm%Q@q7;jNH!0%-F%1IfqDxEoTl+tB7!5{0^B7+*%wFxti!x8cu} z=}dLZLH7cUGS}JVMz8V_j*5AliC)eOq*#nlx9`?ONw)8U!z_F|X_P)oz1poY(v_k2 z26YJ$8;~N#ZUM9DT^@YsJzS_A-zrmI%DqX}v~mXm+VzXY*@-Wa6B;l1OVxDllpU=& zMYlywmfG;?rNXSs*d;=0K?sNGK1qtQZOUMEcdaC02setf{e}(f{DSFHM4I{*p53As z`-)}<<6CIGuohpTR`Vg{ z>jtLoM)HVISG!pyb=DjMuWeF2_XgOnq5_@|u3Zn+kTJ&CTDv(VXnJ{Ni~i!jH-k&+ z@6`?GcuA%Q5?{NsYTZ^;MvFGFbjZFvsHMpTAsLJx_*3Wka zdhS)1%itoSLWvZoK(5FI9ih&eq^fwQ_8|l&Q|5|#`L%(TdkNzH-?2^U7-0k8D{n|T zpF)#%!7-w&kt@=RfAtmJON7lo?!I@d^bLvHm8XMz+^vD7X%Jcb^`IIlXwh=^o}J{y zqgmq$GysPRmBg>8-?JlkA$kSzR7m?i1iSEM^TlE`O*?*&o;3euvxbD#Gt$%+ia?Er z<@5RX#u9M4b~UW&qR%TX6%9b&L`c3+tiFu9L_?X*gLy9(cTwMjlJBE(LtAva5kl1c zl1w$8E^sM>D#T^CM$tpMpPFYpff^nbkrXzWBR0F?zgNqTm74J`2x76-_T+4;7f*cjO3ZU<1B!?{qTl`zCow zh`VMdmHbc33!ZIa8r$q136g$U`bxfS>fCym{zhSiWZS+e$^^Mvl%vxStepC)5DP%1 zD7dqUf75yBmOFAq1Cij`D2u&_LC_ z$>oltxW(Z8vi&0())Al~@MrUpcgUN`FI-s+nM-IK6PaqvRbiYB8;GZ6PD_@o4nI<6G<2@m43|l@ifAn^0z5i1~ zS5$@qrb5RD;5(P{xmBNAX|sG<=#3>>iA9zedW$%V0O^2ooe`m_K7S&q9xe3tBm}rV zF?1o+|4IzK)w=Gdg)XwV^Jt-qL?O4t(0~6KE#~$lAMlj)VQHbar^Fab481+6J-t3P z^j6v|l0Ij8RkAB0mU(Uuf7LRd7J4fyp=hCBAcW{;Y@0uFkR;)A(g7vJ@=2kKL>!&+ znaf)W?hx8@Ef9ao=dJWpKIL-}+D0j#w};ZuzomT+`Y-A8R%T3}^m!{ml~4S&Pbogs=c+CbW( zn9@0KrE&7S=dBb^B5{6!qThXIs`zF`@Ts1+_Y(_`>Uk^4lc=8O zKoKI3fNHDN>reGu!g(vv5y_d~xn?^q{ry+-yuGCwT$<;t7SBcATyyk@qj@ec7n_S; zZ*Tb!lvw)h@`NkMJ^8NsgikH~ZZ*~}mzfz5o0WdL$c&J8qjTR?!tm**->rt)(oerj z`Qy`1f4|XC@_}x$CU*&ad;;os34KU0-HUB^88Uww>Zy|Ofd+B95FhT%#+`AO)$=E! zez#1TJ`wesb-3&Ar=o6j*N@y3@2ZCQMAYv%R+otS-4ga)pNje&d5%v*{cbfpmx%gZ z@*JOt`dtMSQcV9%DzBh7$Tbyr^f^9N^}9+ce@?C?(&rIXH()?7RrS05x2ifMTI>;3 zzpDu26IH)kNhW`?>UW8Al&remXtj86#N(~T2C znZ{jJBA*hv2<`Oz+uJjwmk@eNkp6x`=p4w$DIs)&CuF4iv$pZ+px=$E$^V56`ftjq zbvMtSo=*q;_txtF{jbwM-^`@YKX>Wif3Agd5$~GVwLe?L^{FB#5Lgub&7XOiWl?n1 zr;4C~DNS@$E{Y(ddK1x@;K(TC>T4mSaPMq2*>|S*QatybgI)X8Et8%@`#D|+rEe~q z61z_*ecz=k?bJQjc%t%+u7C+;40q->mIZoCI^A2qc5T)daaH@iOATA{>e>;qf7u7_ z0}Zxd?9vJlvDm}Dv!pEIDs6j@`}TVTe0OvSE(@-|A?UC6NVn{}RK_(SdN_T=$@^kU zv4}Gcm*mv%yvNc?Cmm~oB5FsL#ROI8)H<1X^tyyx87Nf0an0erGoFlGil;f}lS?qOP#-Qc4~af0vnXfu)`Y^l3*F<#vgXNG#ojwIaOKLFU~A<=cV$4hM?r`uzF=GpxJzo9vQT z5qXP5_M9qBA1La)V|~3d3ciC4VLe435N}`*L9kX6D*w@yf4QfW8qII6f5pzoUBzP} z-qN?Lz)WP%A_XmqmQhb*n;Vx01+p{YU9m(~9 z_?(HsjC#|Kq|jw#@u*$8L!Sh^g~5b_tYOTz)|`B3Pt8CD^+nE)nnb-4&IIc!%&VRW%WBEEXBof5VX8yf;+t#Dn+B zPEE?eQ5_5cwpuJ5X4mXiJN1C|5PSk`0*k!K%0#5+!Q%A{}04f1aqp?4ht zSW_2ybL*s%B#7VZf3JFgcX#e8?2cwWVtsF(JF7)TJRa(^4Au$pUXoRskCxTf2)Z&y zyb#u(L9`al$<&kAo6MY~_Pup;)f834L*dHI_WJbrjR;FNrO+mfj++otBt8-O0+<|! z<99x7M)bIi;_#{}{~J>)1EPzao!aY7XeqL_5N^ps#*y9Gf0OEq=Qx8wYgMK~uy{I{)4+u`0hJ;{Cv@q+dmT!!QS;VD8>{?3&ORHjcw4J-{kD z>#bp9BVl5B#~80{wA4))I(FiO^=7_uZ^~3mVnsmao&%wguc;X)%g~{j+2Fw@nAnkX zT9s=Pu_o2>e?IOqEbt!7RVg|d77VT@9t)m_0q8u3udzt9jqlR?TP1)j;%y;b3pZeO z(tyTsqUN+}*Ulwm>8Mp%&d(gdO`Fq4MrD;8w1~IKtdfkrWRBpCJgasV-Eqq@$rVv# zW5URxsTg;WJJt4i8bWmbqkozYGR{?dM?OGpB3fRO#3S>AxC?w z7LG(5?5!u&5uXLcdMXBau#z=dxgw_WMlqq-gm&vG^Q9+R8LMmu?uQk0lanhtOba7A z``6YLj^x%;K}U=fOmI4hcYw(~InaYt)_Rg~f4`#~E)o}&he6dO?jCHNGC_0ee#!S4 zxrId4)gZnQ(KlXC8NIwQdRY&}2A9#u1BqjdHR*V1EM(jfR5OX0MYe3OhgzLW#PQyG zY8v!XlxV^V;(8E~Wt$3Ex9`Okz&&>KAl5xzz*j->9r ze|PR3la9V>t@@58h6#U#!MedL;@PhVn`4C>0j_d7v2Nh9XmLD=vH{(M;5@szP15b& zC_St)T9J>3_xG>Qj3v$<>+@@2d#eG@?`2Dk6_e>0+H|@3ql79i+owzpei%eiCJ0`# zXDkOo{#2W!_;=4g9U%&|@(XcId0 zI={}R)!SBL#PSyEElT^VYGAr5+ujiLQ5(|5E_C~A-w~|}>EC5}auOew6_SXxf9qD2 z==4T&FhS(sWdV76(bDwtIZqisftG3RI-k2sjIu-!^33YgWrUh-%gk4V2bQG22`%N$ zJXZu^(VGc32SU~QWWgc9vF@D@^LmN0WC zS1V$DzqMF7I)L|8?pD}fF)UARxyySrr`X$UKxe>6LhXL(VI5P4QTs|b;2EG}j3qQKJ)fqB$t0JBQn$Nn!j zEg>?!{UjFMF@@?+Leb4iIEcWrl!WXFGdXfRse01*t4eo8cAmwUF~p(x!6?=(PW%`k z3>`<9Ri3FbcX8HHge1O@(~fH=%n{l3XE9j0ku6)Ly(9-1XB`((e~~_r#XwDvL?6k| zuU*5@i2c>tH5$n!=H*;$Q@!jGGlMYk88gA^E~B3@6RhqUd`86hMLg78GJzpj-AV4+ zDCY3&Bh)=sg4JDv&sd37cXGRzY+;<5TvZD$LioB$I($TXZ>^FSmq4b&*Of8pl6MT@ z>q_(^Lj1Z)%X}bje`6B=os)=mMT_H-zYHPmDlPT#Bz|3`wq7!tt198;FGKvgGQqlp z2w+!A7e0fTRnlZ4)=pb11!FRgv2ej!S@^kxh)>t&-xA%ZRTceqn90p1oKa1Uhu4)A zMVro8zHzOR=$|72>Z<5vjs&QyOv%c1W|f-TCFB&P5Togwe~DSw=cY3gv#!r^XC`J{ z8DeA)dOSy8rFA_cNhLxvk~7WW^ci+0%FQ+z$-htjq{S;Hl09oBc_Ts)yD|*Tofvl2 zC=}}&lX%L_h;giyIhlwPoh}v$;3i{UH>2^tR_0^&vay=c4~-c4VC!eXhi*OzbZZ}p z2yyO;dWp#Uf6N?+58XsBNPzF0yh`&&ao-_*XOk9U>N2-k7Cy)1C7zyZRp7KDez!`O zP{c+6aeEPoC8DK6;}%1ac3-vkM#RgO>_irbq>w=DTB7$Tg1u|}Y(O!G8LSkEd=59H zM;93%fwbHjrq=XA(ONZ1DZSizJO5hV5Dk~wqYZ9)e@F~n7NvcGX!SmSq$f0R+r5V^oEcCJht56*qx3%jC`z5>6j4q!mFi z5!%>#5-@vn*99S9E~(ARxtS1nuQ&1XEQgG8yjio7K+Z>d7_XgXB>6*#oOVkdw)Ura z)yM-Ie|y-jzga~K!hvYx&fr(~mch-+BcjBYmHZGA9CEZFhMvhfi;MtbajA%Ls%Yky z3(hK)(@PdNUin?K#CPq(eaLf9qhxShjbf@7f3{Li9a9>zu&R$!4-V~8*veWuKgq&pXExipM>M{b3}Rx$7dP*#Y|^S z5)zP=rg$A5d(_EH(;5RT9C-Z)v#UludFf(Xz{@Ynu2D}H!v;6=C#KK0Xg8qu+@G z!~}2D#b6E~ z!8{x&Uw=Q>9wWX5XC=-r1!)=b5a-wCe`pa>&P>WL5TXC5wAG1w=o;lsCshD{W=8T> z=P(r*De<|wH33Y@A1L;9YgAZwp3Dx$XFc>}auA_x+x+mADKYKO=Vy)2=IG7jVAM?V zprW}-q+4L~l_@E2Atnc-#>WTwD3kcnv`iO94Uf@k=0NefX=psJQWBT-&t2!|e_cFx zCJ>_r$S3M7MvRbh40?Eq86nFuXw_bR5vCNQBEJV2PY%>Wm{N?a+{qt^8AU0r+f``O z$l~u+PSzGiCj@#%rWB)cU{6Hm6L~;fD6~ddXlh}hh1}&u^yI;24*EoL+ojASgcSLx zIjF=JUS8`cQ=|1K%`VnV-uLQ%fA<1RIZEN)wnGo+POSHAR(Fi}RzD{>^AW3`IIf3A#vZ|ta7 zPZ_q2K|E-7mjCR9;m2N{4sn_=pn1KqbzP-4f_FiO(7d7-ei_{%Oj3GO&Mjo`Z&0t< zsioxsw651$$;2}9MG~NOX$#~GiMJCw@kCTiP`^~hamj_dnELZ=0n%?B=ORL9nd$#2i!jq%Ll5c&6Dy?N6 z)1AXd1S_${$jEQ@>wvgUWOCx&NQYcVP+Ai9>T@+RDtwbe>_CMh*QVhqQ!-F z^#phpy5XkAXURm~zZ2de9KtN7l$Fp;;q0;2Xd}~@o^420_n0B==0G#kn9pgatejTQ z)YM88xuQtsNBhBqk~ga#beap}Q)v{K;9b$8zPWno^EYr1chm6z&v5e!fxbPS7R7^yIF+`9jQ3O3F+w zQLF^qW%hALD|Dr7+MZBMM(z@y5Mn8yT)ys+xyWY(c8|2R1-24H#dAV3we#8hr zj60UMs|u!Ve{3~4DnXBk>%Lc2LyH_Qg;h1Q$eYJS;$2o(J&%hFm+i3fxR@1|9To?| z)@ptvmCIs;U-YT2WQi^21^h;px_Ak+p(G0F#I+vld|zan}gZM*nQ9z$7;=rVLd-EyC(S`;(Jn0C17y<+L>$y8Qf1pj5{ zDq`z)e za{7+TOn79eNf|5FwX;MO#=_FWg#PWiw-8#LizzoGW}~Vuy@Tj1sZRF#7GuYXf8DtV zoh2I`Oz^W7azr?v&m@kopb7q(*?MKdP?}wLCYX)x_y&l?{w>aO^Qo_hb|aql#drONfr0hzYM&<8dp zye9O4jTnXxluocwb}*q6Yz9IT`oM{o?W|f-5iQ;OK>3DfA93z1-;jf@bN3kYggCmI zPkllT+PyvyRpvr2&X}bvB>TL)KjbV0CN~xn+(Z7^K!#;K9Jx^LYP{ z|IHxvc+2$#`V0phO2tb_e+2zg6MD;oD0q?5KOVGdM52==$SbZ1&T-Foq%jtKvvF=bJtfVX51!pFQtR!6lFyJdgFUHt449evDoA; z;$0GRXQf?!kzQ(ae{BjufX!GrTkJAl*3L|F)v*c^VIqs&CI?CY_D&+Qvapl!r1wqC zT~6<|j|{=1`K3U$r$OO&ejsf zeRhX7^nmm@O|l8t|;TOpS;%#v1}5pXuatFP=j=jTuIr-pC}FfAC80o2YVm=B@^nHxrksyC)5ln;N57qK?FstL!}Qn99#p7F#!7!zQZ;_MNj_Zsm9Cl7hLa z!zsU-Cf9RCRC}7_K3yZrfzrKh^ma{hvv`E`S$fd6Qk|Uaj@hd}cN~a{+G(k7Ui)3Z zslU0(e*^6%G&7+K-YB%W9o)H($LYYC!ZrJ^9$tH_F(p6JL-K%7oHLne2rqkhXBDc6 z5W%j`dzMUsN-g6WC;5>Lpj4}@U1t@g+1YjFH}PL>iD^sYTh^|`v@ut{j9fu5s|HPk zFn4C7kO*P!OkzUzuXj%G$jXMW1iq7s3jyNZf0-GYh|34&Oe8ALSR&yWzrJn*f(wGD zpE9+blb^WSjs(J`nJ!;h0^yl&r^xV@;yKIPwa>)HRc|IjXgu@rlp(Fl2co_W8MgV0 z0v%}Qxt7`NO0-<%WiqX8d93kQ?x|EaT6d5O2xb+NmDlZ@$$H4y)|){@@^9A<%veo< zf1I6k)~SBv-63<9Npz3N`J81WY2_16HSZkAwvHkcj!i2_0&uA8v8av{5QLaJMPio` zVfU;-A+EZvF2;b>0`MWH2vPT}`wXCB|_Xi ztHY0;xVwzuMO-j2XZ80n5{ai+D-OQAf50-s9e?uL)8WTRAU>1YmxFIh*G+#PDBWE~ zboen7nvbma+4y&b9R6%2HXmg-IdCtWUb!f5-~jsj;Nxe~iV&?=&6T`@iPlFYB83Ro z%g4fo!h@3&35&e>2`yFm<^gDTz;vPb9EpR4PJR@t*}+yw6Mpg}cpraq-$>gUf84P^ zev(ZcpGotRaDL>oJ;{1oPO1Tp(iiDvXkKvA6iCe4fv=)LUMToR9L45W0`= zt32scbFNGQsx--t%n$F2?R;@$hGguUIFcLjn&-}}V0`A&(J`ANlUkWH zGbLC=%_i@1iS~AtS%pP&wagTHxze(><1Hd|X00{(bJ5+IFA!6QULS9-R&x4uX0Ow7 zdOqIk&debePS{P8Iqub)UGe~kZ**ra(bJb#Pa?Tzk~=9(xLt)#~r{DAj+&nnW9 z(Kz#zo>dPKWyJjg^X=X}QTKFKf0j{d&rDtJEF+3Abt$Dpd7+b8zf&G9GPy)Wg%^amOW7HUFn1}% zL)oP>ce!gyy?3TARP$UQ<}OvvBf{LJ92jM)e&@*ecJK2i_f_8B(&SnEhP;*tbC;^z zk?%Tlm%Bpq{bcHLXB+J$wDVjOn%f%%lF)p=nY&b>jtFy?e>;)+CFCtN^UjK-E!>|F zTIXq*z1*LzdSjD~$P=);XAkAZDZ_T}sF@Ki6mX@pje-K0s8nH2Ox_`fPw45HsoXUi zKRs#vxP{KsGfyc;QIRLlaFjdy$V8SB zJ3q<;+nK1`^*ujqG&jk;AN0wL80pW++@;m*{Gjz8icX)Nywq1++V`3*{i z0&XuYg#-dja9X9+9x9Yf5(7QB+!`_XYqiForI@|AT#l2W_nX{$@9s+OQR9O1gGkIM3~>S8UUnfw0WP&#yxl=T}G=AGo1fF zX>ZbU%d({D&Er?>VU{3og?DD|Q-Kf^Xdo#;gQ5oFld6j19)U^&{e7*su~@Os%?=ew za!))vzF5(CV{UHt+UgQRF^OK; ze`#6{s)RlHKN}3*o3!zbh_8?pcL48z1z)_Y3NoeJGl&3b(g zhh!9C+6{L!M~UYk z9t2Q%bLsaz2w-E%Z`K;dKwK@25*`Fue}1(d1&##TNi+%^ZBSN1KQF|sS(5ZATr7=K zgTT>7I*A5>W69uAaY!Jnzd>ZcwbD2q2C#Y6^+O&84(n?X%mPDKwOjZ|43VT6a2sY+ zkkY!)NVclHV=oQsDImYHtp(L6ZNSAcIVOH(MbTKd+_}D=!c2ge#WSiZ*J{e9BT-3eY{E7DwAx&g zr;^{#1(ut#XF)s$G&;2jGz4H%?lxIPxRx5blyQK#m>Ro=fTkL5BpL!BO?5U67Obwe zMI!&-VvS`X?Zbg^IR&D@zi%z4MhWz-E}dJF;R{h3m_(z0KUz+W^u`=VQlZ+`f>UH)=)wA zKEnRL#WD*fArpvo7M74k{~;9=l2L!g{G(ApYs-}vsGFte(lu1=ibySil^1@Mww3@p zLD>7ZhP1^$?{Ftcbt51}hT3Xi2zI z4@`sB*j_wEP5GSIX;N2_V<4@b!bblZ$E&9j&0FJm@l;`LOG^Y@NZ!8XB_oMG^t`=P zikjl*?WIz9ik~WUNToBK(Y#QKn&at;(~nER1w`wlf2tI{X7f5JD!6pPN!|40p5$lu zIw`#E4x)8ZRDbv0jbzp|@nJX1Z_yo|8+j(Zh*m{a7JJR-CSG4xTP zZXj9~mE7GztjgAJb?H7Y#{f|rP9NHlO?{NQ-C|UieoXzF@oYL)T^A50M2!lE16gim z?%s$QfAuSqJAcjeN+{f&FQDajCU^dtn%zkBT-ytwsP2q#bWSwO8}T4Z6V0+B6p$7| z%kKPzvh^T4BuUfHAznm$d@7!~{mq7}xh4j9WT3=WHzk(L;aegn`7 zqoUtHw7@6&4r>9?DquRU1w^X=s+OTEr?g~9 z^tp1_^e@QIm&ymS2avS1ud)B{l{k`+hnx_5zYQUjb^U zz$bIQ)Wkq!yjM6Hh>Z7&N4tPzf4$H0ZDrbcuYfcV8SfR3wpioh7nEncgk_0~OGHCv zZky^Q0tUh)voRDDzEVy=00o7EuuKGz?A1Ir#D_z`7b;qCq#b3Q?%QVfC@0lc2{m5G z%Td&{;J`Y{C4~YOLyzIfYImE|6*vYG2BEfz?IZn`#8uZGww8wjKtW_Jf0umLg6tFr z$WgAPJ#8(I>N~7wAutNaShg0*J{G9I<4gv69Tj-pD|4%@-Q;oNJ7HxV2W z_93oUN`YZbRy%D6kD9C?7?pa3wjlSm-CJ^1AfLCO3wedOx6Rz)obk1ft=v%y#4X2s z9~IvPvbnQ5D!^+UmD3`Tf9U`{C_k)yK+uCyoASKF(iH-?mTlO18Tvf#7!ZHjCVEtC zymVdIQxVjkQWtX8E0E09isf3^X5nyGv0NasPJ8u?Gi{x+AzdP}PJ6BG&a^37`cLaD z+oB}^1;Tv&p)jpWNS3GLv=*eBIFfaTRD;Of-kk=!uoJ>zs#n%4e~^sIl5<+DLqTA- z49idmY#+;9?A0$0y}=T?R&mL7j?KeTU;>eO*lR%s!KI@Yrj8M)Ix#~Rk_!fixnQF^ zSTgQre|L9c14#P0w5tMg7;!o*pA^ta3cYzPu0Z6=?p|EQ?HZY*LZ^ZyBsffUPZ>b6 z2fHF60b~z$8*PETe}-E`nMEKn{t!CF2@6Q(UxiM^?P`jnM2|pZ>veaGxK%rGNDS%{ zaocFV=dfkhtr89*%dSGD;&zS2;Yg{ANS0mq1__8PyYBswz>dJJODlU1L_TH}p5ukK zea!lkV@t0DjDqFnO>&sX)N7tWf;A9q6M@LxTgpVy!iHUwVFw_0Z`E$SfMmy& z3{gP6C`|5ce0v; z1Ie;0bs`Yiaiv8R{k9!fQbZt&CB;UwX$K@ju0o!ot8OWYzC5c+2&faVsDyyTi9pgX zNKsJHC2mHd58t~TwareE@Xs{eoFbwL`~XAwTcdeDe*;7oT(jX9eM%KzG|z7!%BCGv zw>7%*rbyIj`?AH>wAKQU!FE?Ch3A{n0i)`&0?Czndwv6*qb++p$2RmPj{CQ&aHR zLT{0N-eb#9a;Zvx=%u;hv_F(c+-_603g8J}`h8mk+)U6{)XFlvwL&7pWu$dmMnzl! z$>n<6gbwaQ3aHa_V^%=@89T{aACVf|LNZ}XnJEx>uua?+k4;$Dg$)L_=*n2(T|%;8 zf2%TV%-a_1UB(5%+1$<)ju8%#B+=~7fKe0KTC8TF?;}Gz7)ouT2Xh2H2sd6YqI8#% z{!BP=ghWQ$95!Jq1S_T%;oW;tywFrMNIx}F!6%I;16jj_PS1YI!kF?4l5{`XQl?ce z`KFjEYeJ&lF;xoL1)(mKxNV+7`se`uJpTm#88VAOm+-iQIA)3a9@*qEvncM;wC zC26LB$i$DS5DOB&Ly7Q^=yp`@lt4k5L8T`n*(poKfmusOPh}M{Ro5|~+1pQPDu%V? zh}4}ey+@+gOqoW#A1#@~B9$bHJdUL#2p}6Ol!-ObUk%#5{nY3}S!aQ<3_eD#e_p&i zzF`&j?#)e+qo5V>EkFuBj6P7CQWMx_<*~f!*+|ShmxohK$a==hUBCQ7Uwmw zd)BV;YHOsL<@%J#m6afA)|heW4~_WUsibU{MDF%}}iAAfSOGBrZ$Rxep9P zBequ{SA>@CAX;376toGnPGPwQ10Qb|LF~ti{D5$i`@dp3K!*Fjl;J>@@7RM49KN(+ zd)1DOSh8Vz)s78TaA>Mkb?O`j%=PV^U=S85Bhq3aq|HF0rWmS4MY8G~fBGwX6_^E~ z#43>ttndmRq#4j(*(+u&LMwPA@yeEBZ3csOnJ}}cSIt=vZUOZQB8xa44Y$WJ$U-dx zxle((%I_{h3qb#6-nkPxNRkFLg?q)J1xhmv-HQf3 zRA$)v;hgF=sLU{ohQaaQf2j4RDo^%ZBV)?RKq4(Xp!D05#THeVq3<%-(#0ry1+zsJ zX6U4VS?@7pmkk(LxB=_ZV6 z=-az$7ZC06UgBgR8sm4Ferc7#zRUDWZRnGzI7+0V8HnV^Nf)vNfAPCcWeoKyy$eEz zL*KRrKNoV)08D-Lu5{2qFX1x~nx4Ic&mt{I+PBB~E4D+gx})p>7%|m%S%aHP1OhEf zwymGO%R1c6RaS_a5$zZdwY=?(hhC9*AlqYvt;0PmTE*;plkNMFgEjWlR#M;Iw2y6# zpT4~n0fLF^B9aNPe;u^cw|DJ9mbwo_Be_u3JKJR7ABwoM%>;L)de}DV+e_crPsQ>?8{>NYc z_J6;B{ipxuf_h~1PgD7Sum0=bUH7m5a{c@N@HyxH^?zJg&j0$KK0hSEDwL~)>+O#Z zvD|pSpPQ)>{4uGIcaOWud|+mTpwjT4>5Uz0JM_EWGd#7!Kc>%fB-+)>#J@nM{>UHx zIHcDC&ms)0f9jRc5yv9Zy^=mc-rP$lO_-m=;+=SkL{NI@xwPN`k#TifG%#;@kS-!l zPC)6OmnoIE(sn_#DG#ECaC?*RGi>o}UPysCKy0kHhYkSxLE#B%`gv9UA?d?}p~0*; z$|YEq^R`!t5Qs)a%K(3f>)wFSDgjB8&>m&pE^5<@WrXLpNWqJh_DS{Ltr;Jp`iR zPvQ)he~<>L62k^bcR5*K3CC=mlf$ID9UewifM}&z`FJV@Pw1LnanhiomB~oAS{+hq=wSMhF19kv$_0XFHLd~ZWQB@`AB&FHQIK_aKqPM|Mfs z6Ac4(tmfePx-f9ek&$a7~!OG`_rYGTY zBZJ72vB*7udU563W@q#eK^=!*yDS0_y7WNwPP;0}cC#x4(CYis1G9N)SB_o9_9%QmSYI;gWx}ir+6X$J;XqaLKuYr%zMyM2wU<%`h@{iLf1@4c+W!RV zD%@_)7~cWlAy5Cm)udv42LK`f^p5#8tG=krD!Cgn)?-$Ap%Ic_ z`wi6bU zV;?DE21FkBXKoFpph-V?6v7hcZe{5evy4|CQ+(jTY zWGM~_#KwpX)pP;J{D^g1$}zf+Z*#IUksEF4<7rU_QkX&XU}Ac#2-AykIvfx zMXf2=em2L$HfM)Ef1)%1bmY%^>mcaJv)T99kSzMS+#^oZnzoG|g(U#&3{85>afIk4 ziecfMG&_cn4W!$$BgDx-0$6WQqiq{}YyjvrdV$!w%oJ>?@{6^u0!Xt8`~tvopH(2a zbw$5X?3H!{2nMvdoIeYI!Ejc2`qmXXJeQ{u0Q}%w_Cx?|e}sE%{0T?=>X^( zGi*Y%t^oNN&%Fj0H&oppmkIV0pSl15Tc;@4v32>`W;$610Notgec@v|W}ccBAb8wL z_-<%Ud?evf2(4J+E4)GQ#lR*PtCG<+~8?LqGqex7XScDl7$(4j9KETN!fjEE9v2qPBdDadbruK||Z6E4{hdn8>&R zrleg#FzK%Jj(VH&8?Ut2u2C(h0jS$rHEES=yjbReSErf5zN=n6U;gV%{NvJH%no0vFz7xu2u+n z!MzP=<|FxO)hYM@v0T5bsWfO*`2kGxF!JM>CzfO;BPwgXv4-;mQE*>l&Fc@SBy0c} zf7;B9@-Z$Sm95{FQ;(DvC4k7A*v};$tw zqqJ5Uatd{YdQ|oQs1OeT%IC*>=mm{qSF1n~}8Nh~cS{F_dy z!7-*K)O^xlfv$x2F)Dix1ltig?BH+cN}rD65>NsdD09|(XICQ7x~&Ck2V5Wue;x(tOSmDg(e8C@Yu`03MpGc*K^{ zw%79KGQs7xRR~*h>u8sbBaZRU&0$A4#zeiJg$S3LpKI+}?6uUk(Jn^-0KUg=)_+6* zz$i$)MIXbO-;b(nOUZcbs;CVBXUVSYm&Sa+4N$LLazEQ8 z_%np<$7uB1-^2SJ08@YAJZ%sR1AEl0g|+3UCGAn4b}JHi&oc0~#n1e zr)~K|_N=zPWfQP~R{=z!@5&r*TYo!Edr4GO1mobYG-?1?xO0BdwV9d~QXX_w{%0N(fJD4{!BY%EZITt3E)h7+7|jJbJd ztwgqVpmtUx+uVS|IbHm3)+w;xcEy>seYj}c$68MSu$cF8dR22c$)*T9Zw*3` zpTFK!SQG%W$u50C0PL*ql3;8{d#UHHQTM>_{^k#({X|jkLf!)CD06l@%cQ4@8MR| zuTz@V?WlgusZ25e*r11|*<}L%_IbP&NBdBxJ17_c#^))ucmTM$Pvt-YB*NWK$?3O4 z=^X&Ct&Vn}&ajuNF-Oks zS!V6wp3(*4=6$l<)kIQ$7U?e%= z%~k;P;8SWj0PsJY5`XLI2$fm<8IAM+iO0m(<9F;1lsPq|^n1~4JtZmy0JHT}iA4ZB z#-ZewZcW4BDZR1Il*bJqW3V%f=JSfmhzCHE+m2x9h@$zlic=wR02nvUw)-6bV>}wo z(Zfi5@01x20239_QPb~Ci}h3Ll>o43PgMa1KrcAQuI_$o@qd1*ym4>VwmruSTo81n zQ!)Jjn4nzJP5@S_^Jf7XJ7~K(d|gJcQ-NgLfWS}%(HCw?2L)LErA|W?BpC7n0+R$p zxmq2WkPXB^Exl<$3LxVZ1ePg?Cf}VGVK0HVT~0Q{rn1FZg<>W&s? z^~R!w%>+f%Ks@>&3P*pWi%92+$A0RdaSBrJDrlU7q>{FJm*N|ctb~p<$hJs)9c|pT zyF7g$*need&dt7rV8jBc4>LGdK)X=N4bXMmaJn`i+O3?Tzbbzr_;%9vGBcX^cDw|u zoG$>yfhlp0!0(Uwh?mGIg6n~3FO9jW*-1RGI+GW~qs(Y30uH2HYUQ)**X7!waKOT) zEA@h!3Aae|JrCKZMEV%aRoo2+`S=tadxtbBoD-an`5;SWhvgM@amL%>gBP6at8qsDL+^(0VxQ7u!xpjtDtj%zc?B7Z&fXWD44V!W*lhuvMOI&7rZAKape+4O&?*F{Vd9mc6@-`VsOHC4VI8Mxx#m z)8kKVqktUUkP9F7SZ?FBBM-tANUM!Xkmc)mt%JZQKbaRCq4oyiju~=`k#Hri5Rw0% zQ6L?A4ls0}1@?J!e~@rtG=@DRJw0zcnqnYq0U(=#IiHuzJ%Ki!VUP8awur{ylzW0i zO^MoZ+B#<|xq9km5S z1V${0x?-xbVtZ8TdWM=9k!&+;4q%7_(K0Ai1GJ5*>)KHq3G>mYany%6g0b$Xj9_BvRGyTczk2%Al^l+w*5iO97#EKV}(Sa4s*sd@IIx zyO&#uU;<3GhE-pBcg+(erP<+L*0DbG1wtDbNN;0nql-kon=MhyHlFp`mMA7k0S*!* zYZ^uKU&(#5rwU>2URY4jBZi}c#Ef=u_!9t!F z%C(Jlog~ZbsOE8dBzQr%v>(d`?~zGQ;5KzsimW|~z#!;<41adf8#)T}CFwZpAY^l!jgGAn-hr=v^Oq4H=Nr zWLF)HHbhzx9hIjhQHwq5wbVHsMk2X2lBVi4~31&p4 z2K5sj$shaU$bTU~a*CWr;JMU3O_E9ZULfp*6Un%M7t?P@aikzL4@cNx-j7XVs)aXQ z=*V|6!kc*@@PCtJ5m==la;6M<|3suh3IsQ2do<5M&eD5Sc>cJXXB=BZ0O~NMuYQfY zyHkgE;6M=UL&8r6qG>cN?hK;oCFD^XaEftx{Aj=fjen&FQ-VFn(jRFDY23q&y2Rx{ z4jnfmY!i%IlBpz|w?H(0g!?9lX43Gq4uXME7viUvaWSxPTDMA8BFy5yHTZNirRBAy zI?R8NaMoDm1sqKw$t2r=jzYxG4Sk8G?HeM_hNDT`6ht1N(NtcH(J<^7Aj22R0!R)4 zki!Lp?tjl!mdR+^gd*7nnD$qR%8sV&kEU3?%Lr?BAa%jfBzOy=t!fbZ&_K>I;lgxH zRSE}M8UWXH6afgG3taT*&q5!4)p~4bF~A@mm0SS9ypOOPd1OYjcMjSwT{k2pT!#9z zW`ZWSq~?sS)D(lw@E`xW3gm#O2Uxt0z;8_Ppno7v-yKac*o+&}WscTNt3sndwux-O z0Z%XgD7>=*GN5t_q-6pSf)_|=^NjNSu9Ea0^!*aZC>zeHxQP5?3=jZN#>#-FmmfZC zOo7bQbnkL9rxE2u2t5qwa(G{#iqITF7WQy=6f1N%!G=Q|OHr0n)czV-pAO}-G zJAcLi9D0`{zW_M$t<+Na8cfQZB3tKB{0G2;W0&y(qP=<$&L1mlcw(L=EaX+8#-nR2 z2T`2B=o0@SIbpK-SljEop&ZPMNE^~aNth!0m~aTi3OV#++8bxQmmd|{AVU|@+G|+q zg&|-|za~ix5D%hExm+Z&OF-nke4;)Fb$_jzL&r!g^MyDtwVufw(c0a15egau5wt$3`ItHKG`o#)%M!-i%c{Xk&P8TF1&JAY6y7iqQd~J{yo8 zY$!1VK(A~t5|hVjW5c7}vE2kfcc-$fE+bCDaocM?hP+uMYGqy}fyj&=)K#A(jDIT? z+PaQhSYs$uxjm7vAhc|ezcq`{D;jr&EsvpX6C!ohAy*8DyDCf%3`$WYVF%5FMuMJt z3DJ2GrT;jP7mDE}T6I+yN@9H9DT3uOh)aZzAyEn-#Sje^7HbXyG{Cnc*an>OsSiK`C}JQST_{4gX;js25V}pH>VXgDgop`$-g#vJFX0Wl(pivIM*E=OD!~n_OOt@YJ@efTotr#__?>03%f`4d<27*x$ z#8btTcaWi#nw2K?f^;FeTjBN2nT)$kOd7)M+dQh?D4Tq};Ayhkq`>7y@$ZTtIX= zNA1~y(76!teD*CPKGLBE!=CHN`s!P$QKZ6rwMYwFghA`&GGY`#qzB2+o?oko_!0IqM3ox^Ne@C9A*v?(1(8wC-Sz~WmVIUEh3-b2su7MZ1+2J z7etNw8qCvGbh3It=tw~#BbJtaQ38M?v>gJXK#hThi7X-@`96W@;fTjbaaJx!-LO6^ zqn>>ZeAh=8isvM*IihMHkB~MQW25IZp^Gq%2kuaz+za8*Hh=r^vlw6VF*rhgO_J;; zbTMS`7Dza9MGJgj@Jm}{{f(vCM$V#I0T=8-}=I-{XP(Ha01cp&PuBW!EG=+ zT(2-yx(FovE`OHR-F!Z+(msfmxFrL15F$H4G zKspd=q_m=1Ry79@8r1pNA&7^^xSU;a=t5h>%UERu6Mtwxwd5X%HcLUUVqs9d1crfV zQs?lt@Yqt(X-}#L2o310IwK&yj&>xjvAYcDtYkzGF0`}irGU_Yt`w1hD0RND$Cm3lFed;%qh^6v*q6+@hkNHOjfKr2+drVCAx%Y=c3EVEZYjGB=IMtpj^xO zd_m+vHJ38dG2=RjEH;`Or~>uLAzHI8VN5Ctixfz03P_@L0`R6Q!XPK-wBqp^=~{F3ok#%OfXh>Z0)G%~ z2@O)x4W(7J+Dlm`&xGKr}*t(7xVP zG6RHlJll4f%S8Cv&@U@CaW-!$?tjvA1o3Oo017}0e771vCxXGckU~Re(p%kY|1ja9OmntvcfQJa8T zU{@s(5G6WJ32}<(mV0x&ErJl#NqUpPjr>1Olpr*?t$7U6WpIP2wLp7hr!J&5CJ+to zUDeY-XmD@ah95FyaPNwh1Yt!HCfR9ZL1B3e#(QX@oY*Vq2D_PX+iDLxia;nf$lSas zq+kUQ`5-}7m~RM#QcOkyhH+_@w}_9;Y7)J49|Pi7=hgZ z)OsVzVMJqjPiO3baL;a62<3!iNs7o5GrMwVFCuksih1)KkF-*2C)oO3zp=T3)) zfhZtg4u!UoS-(a&%b_ zl2B|M%*K@W6d+B!ReuXaL-fTg~SV(Wa1Ra0PEi;09@?+Fc*BjSO5 zF-MMIGAI+8{KbcV)56B>^|4B2NRF&wG3Qd;!sZ-rEtM6T&BYKgWN?%96-V zmPRxHjb#*5)w*CYoBk5g5CxAvU)XV2H3)-GLDGP>GJgWuH1;h;|6V|Pg$TFcKwCSm zbE!smW3XE@p&h(WnLta$oTW%8Zi18PJ@RqjqKbWutUiO0FJ2wnmR@A zCzM-oZh!B1O>dc!Fc4~nLw(L&^I1?Y?h;yc5=~Ylfy;0TCm?`m@C}s)CDC{k)b-MZ z+@M0rUL*x*#GY1$LpTuQlvp?j3rR4az12yyYfq_8fY7siO0au|vZqP>7>e%Yg|xi^ zL|^kM5kwFgzo$ePXDAZ_#NUEjU;+vW0--s4N`K60h8!&aM~UbFBMb4?^I9d26Q-|5+9lJZC*rPK+#dTMSNwZ-UHMtW1y}y z7RdHjvLyp$lzUy60Iyr1C9EmI3YD z<75O9+PP;`C8n9uAOuo+J_rrnQwhW%jI)3!f+oi;84D6+b^vvs!+=8oew=5C;Uzwa zKJr!#1Q0F1FCa!*0BNM45Y3b_g@A-72-KgpS{sOcIa+95Qm^nm4@K`C=Q9J)nSXqy z+aU-8DbB2BxEa(4V1>lV<&cQ)Z_1YpqJa#n51(Vh8w-mxvC)q;0>|-LFCOMU$MK5& z2ccPgmXByspH-IV4vEze$@trf1qQJZuoW^(qVbu=?IH2_OvCl)LfX@u6mMA~YCSL> zkA7dfCm=MkkK-Rdge8A;A&m%I0e@%&YVlk3uSjI|Z@KqciCF;9#D@R4X@194&+)lJ z?W^%%9;J^`kwk_ARZ5zO79mFoogmzsxQJ*$ zp9(#n7#TRKMj5Oa3ATwE%Tb08$guPDDD#F$t~WMp{n{)*bNPgG96)F;pMP38T@xRH z!)o{?;!WKGk^-E#R}P^Sp$S4$_*Bp|2$x4d8dWERIyi(z85k#J=AI}=1ibCTM2#1| zb&a7}tIOkjy;Irj^ROBpfK4>G*1LdOJv1=*QB&LQLNs)b^W7KpRYE}iZx9-_rSHOeyaoOMf+N3)cq9VlKFTUCCJ&5LPKf9O^-23s-g1 zg%E!Imi#*a43q{@$AEYXogAmaV1Q%{SJBqhBq2&dTLMJJa0zUIY=%Xj+ILwkZ2BIL zWgs$rOC$$GmT#5I1=)UUigq(StFKv@3F_0&MD3kD>Q(&`GY zCE@f3!fIZ3?cyv*xTHyL6ZlC$6gUX7bwBbyF1Xm6i0mQ|*08y&aMt0%0Wz5ISc-Sc-zl zO;Z=*qynN4C;-0t3QS&bo;MNgC9baFkVIN4iv>m}k>W9zYr&FeZgIh35KYh^tN;O` zB(LS-+|>J`jSK?2m4wdDMd@z>**%NW-vXL!hL^`gG=G{G)xdR<`p=MR1_76j3tn&( z{R2@Wr#?99=iOeG60!OWh#Jt)<_w7%(2yiWzkAI;L(w(7Q1h=1RqVREH+$ERFa)K{ z{OpsTu0NVhYiM7A7wW!A2^4|Y92nA6CGiVUB05Pf6Bw$zkoq_U#HE||fTJ69=V9Jq zkoYSj^M4M-3uq;1l0p_+8fh#aN($_EZIFQ=IE_S;)KFX{RodJ%hpU|4R?!4Ne*}=L z41}dN?(Sfd1wj_Sj5E}tRCb$0R>hFo0g3wDRCR%F%SHsYEXmR&1+P2mr`}el24D#< zCGe3n{uhZxH+a}vN?T644nRAM^jBRKyzbhI1AiGyKP8{!a-9PbjY;siYup_EfKy_j z1P@`Mk9(BK2ZfenqHZ~->x102g9pSyBOn@GrWQdYXPK~s&^>DUfdjqyLb4bjwi3FI z_Ba=$Rs3MudIA}KFn2@v#yM_I8FoNhwSex5dk107u6x=Q1j52UAiilC7$ou|tm(oY zcYo;{g0S$#lvl1-)-pE4*h-Pm3zC(jIKfBsnBhME_y}qlvornwl1X zv=&-a1{Y9|qcXTa=#RAdM^QsfX~+fiIe)CbA;f~OckM5(rBx$|hEce^IcP46m4UE` z*S#dn50t7Xde`b6gjHdwq1a4Vne<-I7gc(3*SbI#+B}^|eQv4F35fPqKv?|;M88Er z1*$VD!C_GvTx9qR7Q_M2V6zn9Lc&Gp3dJOY=mWxc4k1Po*@Pi4IZ4)Eu?+Mh3V*jK zATFR$H8ewCM0z`+=nIlle|2vCx?;ChC~AU4wu}}0c_FU`kZj{u=p|mr=SZTz8Z<}= zG#DdGX6ut$Oc{tZ*6s=h1likU>CYx7Dd<&t(uJ?QnPpl;)y@co#|oS)Zkdw||gLpg&Ry-cnisB{vmgy{Lq*KT_ugS=&Uj4BXco zM8nY}E41F}cV(hq%lh|38bvL4Pd!h4Xhgn;iEKTDqx%;1RWG3JN7am<&Gu+{I#xED zqg6X#Ww$w6Tf`ugEa`VCngYol4Lg+Qy^MS2#Ir@4y0u&(UYz zT?XT}dv?L+%)zh9j)TZL+|Qi6<%=iM2)U;X#@Y)9k-=DbG>cl_0*cfIkqKE!j0>SE zOGF=jYvd-76}6XbO8aUqA{muc;C?YYWRXn2!?2n8cyxBy%(TYiMSmnavv%1R9M3~< z$Rhv)B24@e(`Kf;hrCeQ(A+ilGm^kW#?ICQkf@!(@!a(Dp%7RgnV#F*D2p=R`n76j zN7Z8)v$;%IJ@%Fy3@$`TaJ@*69Na(FTeD?w6d6e(r=+)RL1_KqLdnN2r1Sef=d6%GV4IQUl5 zHi(SclGg;;P4^=kf1PPFmm&R^k?h>#>fP+Y((_Oor)9(&nA zWYwOsKIwhan|3QZuBQjGmoCHrVv0exI!C5%xvByVp=m;M7(|wC>5pDOGIgCX2Ef9z z_wk-+$N?fkn=Y{>m#DAQt&;mH8j= zM>jPGc@aR6y8umbJsI55%|QFc0q-+L*QP8#0@m4V&2|vT=A$+x%LcSSkHI#;jzFha zPMV;FGm4$Z(itN-X+m?fwQ3oVqfGq~lbMBRe71@}2?~M}&?dt%jnU@freTRj0x4hu z(HLziGJlI>TB6MraD(FCO(4RAmS{=jM%9$0K)c`6k!@>)|E^SkbYk~ zxdMr!wQcJh=0f|Nz;3{f`|-8&(>?W>XLHoRtFYg z!CjElb*QxH3!OrfjjMZ_1i=B_SqS=@|5K?cf$3ek9O!-?=9G@dE{3uyUu zX#EpYspKRw8K%Z7l2e2dyDYOY(uhWItE`iN2F%u_-J+*{7Q_vDN-&!jk{2|l@g_J6NQ0J^vGb%W^FrJNB|9vAR$CzrRKg5YZ7Q_cn= z4dak};dngVH0PEzOFO|JIr=&n?IM!#S}NiJ6>*NWl>q}H<8{^u4aYY})~RLpMI=*o zdT$m)rs}l6Ea3aTO}YV{w9P?n0C6~9RVgwcnXa>j<0YL}5I01~zHAd;2!AT#Dy5=L zs-SY9PEmiiWO#4Wi|$y{cIvEg7V0gbSGZJL3P^_PEJGD~bxVJy!FWkElR!Tewo+aC z=pq_NkL5PEB!fochX@<46=fF?bsPFz>`WI3eW`7h^#LW8)Js(gLoC(uR)v^pB1?8Y z%OlE|2^~Mzu_arvc_6Z6tA98nh)mh(71ISo?`oUXd@1;)CzGxNh^*U6g$JR#wJmS8 zT|hE;OV2l=+2XCz#2^d+XchVg!e3vt(xRZ%CBk5X2-S5a(I^q!cJcBC9f<7WQUL~G zG%S%;Ly%}m{knE$L1ZbfvRz`>GG1QbM@)&`6YXZixPex3MOx2+o6A?-7oFQnB^ zq;2TsP!|x{(3RH}A$33!e`%)8=t4Gepq1ml@|RXYW)Sy8h{A-4Owy1zEK4DIMu=mx zdX?1!F`C;Xi^#05!hZmfH;)`C6_AV3lY6NEX_%v*_EI5lo7E+E3?j2ya>p?3puMv7 zLtZLaM1@4%7jh`NJNMq~wxVTwU^vNcD|$JwAzTfXM6;u1*+D$<aEwNr|1@Y7W&DUb~4aCBZ+%z{LpH-DF{<#6aU$kCdkR68TX z#&M}3gM@*`+6)?fB>r^CF3c)cp1@M|$w@TUX4>+tAk|1FN)ha35W4VC{(2xGpCf;X zaz!c(j6{tqk8RotYz5hVb|&_I(7tWfmeeQ+J;^O&(tvI%-kdtWO*e=&V$xo>hwIRlH0{ zHf_c9h9%KSWNz%V1zUSxvA0?Pkmo_?$C1d0+Y-+r@qd?4eetfQjC?Q}ByhK0CdnZ; ztCt+r8z<3sIC7zp=sO(M7bnqXY8)06C-Qp3NkAkr^G>(%nl-;!>AWi)|1wGrl~p(+ z;0eD?^yKh+>o|RwK317aTLS+nT`#y|+Z+Ci2jc$N*? zteK1f?SCfnnVhgan|4HjP;rbXju8V9TBVo(xsyY<7}I_ z@^y)vsXx;uO`K!bYt{MyiS0*oKRI$rlW@;IZ(D(zaMC~)ZOY^kl1*Eiig^zkwSVcw4v1{pbd~LNg+3Aub$L&luxYCj zL?&!%76On3TLIsBFI%wMiM)h{TbdT|ATnxea}q>0tqZs19X4sbS$Pr3rrowOL1fcz zCqjY9q}_Jt=bbibx7Jn{h)mk;I290?w3XhQciN)ejzvoBi5?Sv_$%*ilXg3n1;oFu zu73)!ea6v+k1g8mTo#a_MgI2g6Oc^W?MV-Wkq6BZI>{XiU0JI*km0{kVqwx}FQU)Y zZdbjY2V|Lfz!~Zf_25#h6STiCHJyGxTa`)y;kiqL|{nB6sI_1nhm_AU>|adXy~^|?^9Ia?dlAaV(B+tMJg zRzPG+gUBVk?R5NHsN2Y`U2Kp!_4_gtK;#mxjct(Q_v+soa+Z^vZX}OzWlw<6ptaCA zj%5Z{Vtn>#m+&bmAfTwfN&{KJ$A3n6_9ZL$IAj?hbQPD-$-eCDJvPd-hwb8H_a=z! z;!}fK58K5hYIS7~8^*PT{+Zlu7av>hDIs`~woGIfA8FWR_hdsd_468VNi+%eZA01l z{s6L*j~C_HCBSv5y6iHNVSGHW^<%sEcpEk0d2c3aVsNwHdI;(j3&}1%_J6MCkQ!5O z))oL@B11bhtPRDnlT7YaioWIZeJ9wXL}ek71=8xWb# z$B9QETYsfBdQ!bzKy$^I(hVe1^BJm=PNLR4mfgR{I}_=0NF;C5p@&U*d=Y7^R|tB%CMSJ!zYnp1-H76-J+-oCXjLEK~W9z27yA zK#V0#G$Kriu#hYRn$n&5N0*U*T+5w=%!;ofTY9RhIf#Y~XsF)?N-N8yD&|D`;!sha zCXB_%B^3)2&816)%zsG~t_Va^x>sog5ZcoH_JSxOq~1-`-l>|dOKaEWO3J1iafy_W zObLB?MLB}dPVUk`&ZV;DJl2r0rix5fscj&YBqvD&n!EkBXCWzdE^vIzw1a+^3RW&T ziHKwfEwAKzC1>SQMRJlb7~RJ*9haB(T_xNJwm+ZJ>2i5t-+yoCGvtyHLc;g=d0SrD z_q#@irBRY34Y&{0Z--82cyUj1O!{_v*N!Lm(Yk{jNbJRQ`-aO)OOXj3kdqhw=*1u9MuHZ3J%Sqry)biwL}`j zEZ|R~+0N?bBn3DwwptTX+ng_}lof$!f%aBoT1e!SL`y)3o^af2j+#j7yEk7*_ER|L zpqIQ1$kEShzc@qcMkJd4pnu*t?p4hZAa1C`#?`o&w|_^GW*<*d;Y2s&bz(}Pl^3!_ zm5P%hkwulZV0x>yV|sI@H}6h^)E{lSP(jqWTP-KkyEDCV4?%{{k-rFJ)j3@)AyuQM z_sURAM4$UvZJVWos(RJn2HAdAY9j(^E0jo09zxKmU(*Llhtu^|gKA30ffJ$7AgQ0$=1Jyu_b<`*OfAGo{FvJVU6Z)1 z(DqMhMo!h*BGHVT&Wh^IGISuzoeQpwONdLVUIAGkTo3eS|5i$tl|VD8HCIWbBmu;j z@ZM_Ox>XLnTQ>8lWs8z>uYz))rtr_ylEb(9Tz_tQ1@Q+<y+QgAAkOFoN|Bevo&qVzJIPrC1HGiZ^@{5o%N8{SzAlW*I5two>jZm-?P4C zz3vVF_h0|humAoZuFlGRzy7{U_Nr6kEu95i;aKymlE>swUv~tS@<;r2;>%lM4KcPl;M( zpLN+h|H4zopP#ZSBD{X|A>TVI8RhR;U-CK&tAYFd0AKPt%i2+|vmWv!~64I%~?vd7U-O?0KEl z6;boPKYzUECvS;ezHZFqePgI!{rR8oNd~{26H;4x zon-RcSyP%M-$yL+&phG|KVfI((|^79-!{$Yy?2)|A;`EB0b z%G3LvRphs`LYZUVM=bKMc|=xTh;{nkKH~f*AF)ks6~At5R^_GFjdjIezRoiF?W`te zyxstE=3ie=DfIt})`@-WKR?p`M;>Xr^t)}m2Q06?zn0tgoC2?NY^8nADeyg~ zY_#W`2jpXNmPPeFr@-qvwx_=56!@O=)LgD}zD1b7=eT_0bBd3@ck@(-dQK_uy-L|V z&p8ixonx!#drpDZIi;ZaoPSf`dp{*6R;SeQ_bO$dd`~IxI>*+@_nZRXbILY(&UwK1 zZpxDQo>Sm;9orG#a|*o9u@&(>r@;4|vLU`}kpkcQsTu!!PJ!2TY6(*Y0N3Z3u3rX# zPx{XPa1Xq|`(mGlxFsyynn4>6t=(L+=^1&Z#-?xz2aat5cpS?>Xl+<<&a$nepnR z_l#F3Jrka9=sn-nInNCBTWH0J3VSlHC;ByHabEWU&pQ?ZK zIwP340rl#|RYE9|fr8SX*YNW_#bV7YyR;VP1H=#UN9S|+!-`Y;0V*IQ%>;-kSEVR< z+(EDay5-HD6uD@8FnG&ms#WRXbMSRhEq7YL3o6RkOW<8ZN?^!W27 zfA~@nh~_t>mquk)ked(8G8%ZR2+^68a*!7G=ZpWiZc|D@ySpM&m!LPc9}W0n@uGfS zL@_qFBql2Auk*ty#lgpyZ<9aroPx|K9d3OTMBq#pPJjJTi85cqH7^fiO0EYPypAQm zUcd1}g3%B+>gv2lb;GIf-gcE@*&c}UWYujiXbxn=}*qR$h`3cn$et!Mu>u(0N|M=fsEb%jfBF>t>zl24G zafs~#9DnkrkTRO7V-6^&HpCz@AZtwvQA63$M*Yaoi+pcnYXhKe_piJxwtK%1l>TKuZyoA|{Cr8SQf2rel?QmP2`!w_ z>SuY3eb(2lWfcxLxt_5{m(>WTO^@ddJjZ@XK7anvYs^vP;(N{leSW`$f8^&yzIQUe zMEd;QLAl=ta-(=2xQ?~W`|~2l(E%(dbu^J6y#mMBAmQ=Rt#K~%@egfJM3@!%D=UN{ zlj->z1^~z9i}D!Tf%U6DFS4r8!b5!TO&Uagwu?V|=lf$RaO(Aj3OrwmfxzwiWf-P? zy?>6wzxjMA)?PcWGo%ame5lr+f6uKB@SyK~j4#obYSSaSKNNx#@xRZ*E~W0gzEqv! z7XH^4Q5UFdRu8FPRUi88*1kRMAy1cYlCymJ>vLK6XT78A0seUBbq0mEz8BC}`1bb# zya~;#yU2QK&dI8(XK`bwN3FxBw~JgV1AnldkDUTIx2eFz_t>r0$3NeeEpoXtaQCME zsQT%1T%+#ohWwxZk+B&A_E6ptivTnZ*h4~PvJCKBL*lS3Hz2L{p~!@<*>3V=`6jw;4m|-F%SNx?aQmbAMSk zj-?dj_l$u&)74+6C>Q;?1VUT-Z!^Y2o*QA*%v^BUrwtW(%@_}I zzpQIkztzva2cf#PZ|@iRZN^yAoP9=>dIQg~U($CRnq{uljDaOz0SrX-CB8GpL!LXS zPx>8)^mSe{hTB9vZyi3PP=RNadM zAm8a?Dv04VT|DHOE*?^Mt{S!9>0+vA%BF~2!RJD9Q(@EZB~Ju+Ed#QgC}{5r5*vM$@7UMs_IQ<%i25TKA!dST2v6me~mM_#QJ<{pSTd zcklwN^TTBO>3A zuH90J2;bwu5%T9nZVwW{NW!U%WE|;*NN?sxRjY2jG9;1VIK4VV^MBJ#eWuos_k*A0 zZ(cvX$(H8}rPglx=x~>8F(xc;gr^A>9{L_OeuJMPTFufgP*=d)9bZ2|9slTUz6jpk z?M3tF3fBv0u=;tC+ug*MsN4M0gYb#BqOe#aP7ZuJH6B2VgYQe}MDOGJ*{%|Lcx#$k zeT6}H;P=^d{KHkQh7D!ar5zCRw~s=VO$OFLY1(;K9+LWLez z6f$G&SGsM&{C=$5(y!B!rIN<=+Zl6w4-XYbf4v-44|%*&M}MKPk8?tZ!3`*B%|TxZ zgE(eT##W3P-`Dea>U5(@wy`MJ^(HAvxboM~quG)jmLWwcMF1Ql*jkMM`7SJwH#zNX z$^o;aT}^aF%S zs4CHm4lNB67A=h9!HO+1=U-e2PkG4?_{aVV!@#i%*?*(|AFPMP1uvQ-Op4?G4T+e{ za^i&qiho$uik&UwWJMx0-Pdke&+#*dJw$UUj%8_Jp?6ftD{Z`avOU9ZvL5hAWZ{`@ z;m};K+4yY9n!YCN!z4CO>8fjGZxEa4b6h6D186f`&jre+IG%DJqvI%t+%8buV(maI zJ;8qF)PGAu^WVIF8b3;Rum%slE?ZAuWm`$W0@^n7ISPh?|9p>!6ceX&)MDx#Td&^w z<**NwNly84Ea{Zf63UfA1>`pBkXEr}V?*(FPE(Cq5Ilz%JAb}Ffwa#dtU)g06d%8K zZJ&(4_(`kWy^?}gS_lXLQPY^aF@1F<9raN81AiU!_Ymm(^95aR-+vyG@|r4BSr7jM zw;D4Ff~ru`6vN4Ij11NBzOZG&o(3pgOmuUw);>Y>F0Hb+aAj5#dCdqby!=? zyDi0wQ``v@cM<{t3T<#J?o!;{il=z7BEhw|7ARKSU5XZWEmE{lD0b7H?>Xn(?{}Y@ zXJzl5clOMzwchz7duOu86vI~M+Ln!$uHCKBk{g}Tpp{V4F24>59ff6^vvli$fL@C# z)TgOKi!AeXG!mMI`T6@T%WW9(_v+qt zL0nx%@eUQ5V3Ac7jV{9ACW(jc!e=J-H4E+y@6;SPm~8ocf0&*~L{1I!FR4L3!xSQa z0#_IcDfqLVG(Z2$;PzXY=J)hai}};viAVz7#;9QzYXKfMp~T-4*7tjC&ec9QIY$>{ z(h(G$8dHQDXnh0jbA~*;NQarA_T%bSJ>_OF8OkW_%iWm7I+jv`w~6SdKi5>29>!WlqhJ55vz>&s%~_9gCL9wwTaRG8OCpdFeyI_vko$SRw98#mWO37iK}dv>faSCIyo z*$d6$ESdM?9Ak41eER9cEj*-(?(G^UUA|CuR|j=ZAUhRoPszX`XLm;BDV8J_tV|at z#Xzx?@=4soV|NM=xne2xJd@vbG;Xj{n8{NZEw_0iBleWrDjlc|7O(mx{Tp7y z!oARyLufmpPoR%LDt^+9UKT5a2cWKx0W>4dpSD#4qnw_i?7AW6 ze>@m37CZg*yH+yt0ESnj0d-eEe6tRvK6t{+gnMw~{?mIk4t2C{JrLL0AfP9$u@N36 z0ooRpm(ILz{Xp^TxLq04I-8p{nQg6u%gB)lDfaGam%a#Vc+WTB9qvS_4P& zwBb9LJbn;els4$}GBM8b&)vl7ewmF>d79#sIrbmR3$4!2VIvafS9-6cAKME`pUI8$ zC4V~TU^u0?4jO17upM-a88*3vfKMAS=lJbIW0^rLfVs02oF+iQZqDbL{ zI(oul$DkrC9kKqQ`=CHo;`H5#qu`kDiDp$$p%8>UQ^r87zEzF{s}r$CdeBX>@C5#w z;wXxt>H^kY4IA9w6biG_3(H`_LzVL7vZHr{)n2w9#%k}}Z=CyLyXdHUE`t-jMViYe zY~@58HJPSYoS)xcEcMF{%Z^!UPtzH>h;@#rYk>!pyFxLRK5c0g0)>x0KgT4C&QPdpkaaPEaixSGM#*^O^DY`i5yP3}NDy zMFPCodIr)~Y(q5$O717iIxZu$6rjl$WzK4Wmfqk|nt977CY@QW!k@rZV5$$Iy|%rN zZ{AqJ;M^~;^f#KcCpiYqsFpgh_+K}uz;PT;VChp38R)t^`n?~QVak{|l!spABJX~S z>{vsT(rNEwuw}jp3Gry6XF~`lHXf+s|^A+DvVfY*RTj!EVZ9pARp_HCp=0pZumtros+oc1F0M? zW7wSMkJcPu;T+0)sSjnpD8~7!)VMNljxH>{7UR|`I+;egCi_ur@tW@&>D5Hx1D|A^ z)u@|ky@Ep>!!kTDm^z)AeBODN@3aSA-+$p_~*PX1a?2d z>V2oMu00ETG9QH+g1&|Cm<(LT%&xnvMswB~+g*we^yK5|{L~o%^*O2*V^_t9x^p!a z>5}yfP{8)?J;K3+)}-3D;ID_)QUJh%b2K6CIBrZ0JMXgyMi{`eew`heLq$afe)>G}>qRJ5r0Eq;*=^$h8aqy z(KD^u-X(}n|74F*3c8}9<^93Rr2va?Aaz-o@+^C3K4x-~PH~=@g`spd-00_as^p#o zgh|`nDo_?am@G^0IBscwWt^Ln;7^uk1F0HbUCgTMu8Fq7Nh*GpRE6_N4-k2NUR1_6k_|lpo=S|Yy=Fs^qrZNXnk>x?LG2sCw4h9`UUY3+JpSb^9NPWd^VUx>0Ar5 zPut#H%aKC+x2FZy(P~PunKlHcw&Yo2AlZT4PyGjO?mkuLgRz2C7IRW3KQ(l^N3Cb5 zj*b%9CXOTfc_LO_0Rd`TVWwt+9JkkfF}IlT-s9l$g}6t`)DE+N^47Tt*EhU%+EdzW z=}>7p!MrBi&m(gzxEVodc~>xG0oe>f{T-=QZWzpDsrQ#~wza{p1?)~AsLQQZ5aKU% zl)h2}iMf)m(_R{J}xk+nc-Yo_H;_G99pzpRI_-fV{IrjhLK%;vAE3o z)wfWLSIY|}?D;<7tg|mHanSR6?d>W_O4y_r4r2^q?wQGqk(t37MwirTd!%}8Iez|1 zW!0MRZ@J01@BGUsW>fhvQ-%HSq*nENa^oPeDSnX@Oa1Z6ks1^+iJkoKD(k&X5d&WV zQ}!j-C1In9ywj`{ioVgghJqKjnAZvoq}iM->J$~@v7`Jvywt%Z-?HjUwwUF9Gzu5g zlr9uFU@gX_fNQ@zlssl)eVp={EO6lvebw{q#^lMua0T0IG~vn^81sGSGgjO^QirYR zf`?ZoT5h9AYaYJ!Z3-%hSbZCw03@%T?nfNlZT=A*@ze5*0BDjnYJf(pXoo=p0Y2`)R0cpe6BJhgHzlCq>*ScUTG%@Q z+)83^?uz${$9oh~Q^GxNx~3yTzw1sJD5Yd2KDBK!6WmU|rLe2Hr;wDl{k7<4Mgp3UhNF7<*%ecf42HBrDv?~D(n(LYkuY1$eUBf!O{##u1ok_X~M$?1AnLzwMw{GRI)xEhC8;!h0}PB zxp&alZu6|rn^0y{s|a4c9F88yuxB+Xz+O%pI9R)UH*AwG#hFZUP;@|BQl`V*wytb_ zI-7|Nt(2&9wDZNW?%?a5z+ivvs7Y3drvz70O%-6ZCL~6`U98r-Zpi&WUw;=f<|J{v zXhWF}D=sd8s=uYZ9MFH;oOL~w;oNQBz^R-Lx#88okLgaw_T0QQrlW% z2431zE!yJru0dPAI@2stPjJ2bWWU*V%5rWDLo8Ts!|xC46=oLn0y%r2C)kpgW{b5- zgu(7Nk{%^i{kJ`EDPx$TUg>_*;7X!?LeEd96@2#A^(m3VrEv{};Y+Z-z0BE-&m|9= z=zO|I24AN>$~~Df;z6CaX#&i?z!aD0Dq#EacE*=FBjvRz#!y;syU||+bT#qHQ^cJ@ zu-04`oi0a|kx!G{Y%~2|+d_&^Y^6z}XWhDD?r+irsh&B8_0-iZ5_UUn>j#}*d6N}UGc#lg<~IPD^D38Mntq~pM;IH zZpn7`X{70XX#Zu~Vm%Rkxpi^%<<()3pW=^(ptm9=Ki8unlhiNuHb2 z?TCXhQ(4E3I}E~t_M^?=ZWR}LD_ON*c~|sAa-;$=J2l3gdibEu7*)rW4%zkbBLD7b zVY}I|nZNkMUdQ7Fos}9+B0Me8&PZ{13k?I_OwwtnINZ~T0rw#<3E(YtgAIJm7%gbT z@G@05+(`rb zLh?}#Hq=DCDuaco>J#g^*nAcle)?CYLf&)^dEzUr66Lm-nfWs2bT7rSC*8+6tdGn6 zN9s=i%{x!tqO~b_Mv|z`Z~N5%;|rxmes{72d@BR<(9KpN`A_bS-N1aKnQvuM#DkPd z3AIDD&$aOBE^fB9Xwt7${K@UO)4e}o)gBJ@(Y#w4e69KYwbM+c(A%^<35nV{^L|t| z&hw)8Q!I{Ww-ZdT)z5qs$LE!cocPO!H~?3hJ>}ZZZ=LjgwkHI6R6>U1_~w_QYlYBN z9D93M=Q)gBCnv+Ep}R1g(6z7R={>sotQy2EP+T8X6aACq@>%ZVa&>P7KG_V6D$m#8 zAu3GTykMH(I)OfmiyY8#4erfsX=LD{fVI+HoM zko(2F-1v@hX4Mc$S9wk1YbI7rf8szWYa)feUs*hQO^WEaqX`Gzn)Cu*od^00c z4r*TW(?$e0+KvKPlzXFT9p8LKNgisGaZq2Lnm@*m79)mH?$P_~>@UBhdqIQ&*))iB zBbdX%Q=0*2`L^yjCD}KT)ho!%-NpOJA%)dtl zNE2+HBLOC==P{w_$O$=5pwWlhfuB8&AGFg_qa}b=$N*oQ=Xg+Jy#wpAIONjD=Ib!4qGLlYk-TKhG=-q2s~W2M=zdcUGwiv5!_iD_CDOsDY8&msD< z@4`>;KF8$&I(6TV1c%DH31d%EaNb@zzVaXEB8Jf=;_RWo3d(4rLgte?aJfS1&F3I9 z>Pv(bCAvS50o-&?pioAFnzd+tPiK)J|4nOZN;K$|3|~4L)HBTQms*CxrPV9_9^rCR zDh#wUb+_=@e6T%zLN)9AO4GVT2pZcmu44oX8e8PYBVx&O2ZZ4vqxVBahj^51W8yqZ@1)1!K!Szx4&qT^O>R>GNT@Q@2~sf7;&-WuB`KHO zmhg&52uq{X_0-Em9aoiD{>hREG7;xR z$9PRbHxyXhgK;-^5XtLrP;u1aRb_)5|j-jzE&3c%qzT8 zmmo6nR}GsdqNr~%1LkwN^rdJ`>GX+L2#+LOrRn0}@FsTgzSR+YE!LdO!)a;Lwvi#RNuIR@u!$vgA zThYSK$1Wcje{Rw~lt=i=dgC3tNQa92avod%8>py)s$u6lPx;-F4Tf~(1*4=ZxBjf) zqtnn6zQ0GI`#Dx4aKRX1>BSV!f((5%_e_!$I8f&7n$)Y+x&SQF@1V1R=}=4!&Z<_n zkU#4YUqc2M4TA+2q9_(yHzl{@=pYJ(3*CNvJnb2G&QalJAlc6Q!Kn+Du#smh+09Sh z^}A(I!j1@dNEtOT+FR(`e$|P$N*l(1Js$(5kg7NEA2dVI!%AMUo1M%NonzE{GupR_ z2ihq$@ZuG8T4Cc=;N$kdFx*|-rIDSk2P;2Td~!X^5#*pmB1fK0Mwe9u{X#3?4RZfn zfW$`2gZe5`Mv5T1yAjENDxAJ=t3Qr4bfo7cW{eOTSZAWU<40bZ>?}m6uMo4Qi|q)c z2)0DjSrk^@p{XCD>}GcPl0ttzjJ2Q+2=CiT?~w~#T?a4aOFY7QDtwojcvMW5TKt-@ zR9yH*tCu*Rlh`qlmtM!-(mnDJMgC?WzI9z?0kkmZ&jmgqx( z2dZiXRV9O}z6r@|e=6lq7}-n^DNGdE{4DZ{nb-mF7fi$sOvFE=SQnvx5v5Wmm}`xl zYYjuZd7zV8&`DD0q)|v-8>W;m;h%c{b8d!8UFcuXh2%ZZ|G#)37$CaW{>z{eK>}0C z@TpYR(?458V+{m<@$8?2e>nZq1B`W1o^=r+CrM={?e7+GfWUvL|;6T{);H(nNVe~&s=D?E!Banjc-Z8#6c~K8)SNuEw{-MZpM8Vzs9eV zK>BK-C;Qtw(;c8KDV$kg+o0yz{q=%^I-S&9#CQvOK%MsP@`=+grP+CLgGg8f@CR7~ z)zcrs&73`*AMSgcb;b2tQ6n=1`ibZyW*gL6%Dc8j9S%eROdg*UuXH6fgy>EPJ zQ^T3B@Rx9zbz%j7jBqhE3t#JV*mUOHn_msVx{p zXAj_BuCu!g=ju()8Wu>V4!?qTKQ+>SAB8?z#?{+c8J=~;(AU+dYKGxr-5A_>q(^Lx z!S{-gh(zT5n@?nwCWh2T!9XL?Ok{;_tUhiuKOug^$7nY5wFHTSa@a!P%Q8PLGW;=J zwywh+SL`Zn>us_v4&&^2;G#BVlu@=oONd-8>(`g-UczP6m5>ok=9Tqm(&tD0y(F1u zn`cbE7(!d$K#x(tFltB1IgP#O=BarZY9_!ixpw1wmbhGVdbd}G` zon=a;OyJ_AxxU&rBv_1acPM1U@_Ea?`hMSx?^04R%c1ngNigrpUBpW>YiiH|D?c%6 zOv96hB_^=?6Rbtt91IxB6uE1h^jux`Gi;?biWqFCdPrRqXcZc=B9~uWA%cP<71w{e zX>P;bdhl^AkdTDwSC0KK4{|DIe$c~c>1J8*mI;bG{Aayae0#mGM&Lgj5AvPw+T z;Dgtu(Rj9zHFG>o;kqt8r$N(D1H>l>y(j7@-9}n(JYz<_6xVLun^D5m!b$o>Sp0+#UY=izoYp#_-tUEQMgh+e%e2`F>bnlrX-{%CO z%}yPcP+7tTL0L0??w8uQ(GBppEe6o{^;^#qYGN zoQJttLqbzmfE~Lfa6wt8P$Gy z4q90{%nWO5OgG}qQQ@i@yMOKFSv5)#a&1*mY%`>9uf_36er5Ka_(}q~a$V1h)jI3K zb?fycX*5HrD|8<^?-zysTb$gE!{xE~xPZ}kUG5iNW`fTab*rK&Z72yc(J4>IXDP&p z&ilrVvE$8|N5i;aotsj*q2~#5DPM?O%<;d0V029rwmu?Z-ntm>6UeG2O$N09G6UZ3 z#%i{7i7%Ap%mJ^MX6XIyVm7#%qg4t@R`l3An)5ElJ?(PoG#dDR%Yw*S6o1C6Mtb)wWP&{TfXXR_QN6DR~8!{Ej`t@vu1X6-pfDjaHjW? zO<;$4H9ek3nBpvl&loCsJr9A~)yjtIS;GgojvI?(fZO;O zUX@8h^6<2Zj@h(|p|qi9(bOX^sG?_U5YXXwWom_mrDe^IURnhxZAdS7OmP;mUyK66 zJs^AwUXqHWuBJ65X`w^Xx33jF>uyvO6-mdK`E;FhBZi;?d9gBw-Zm}-=b9TeH$?Cj&0BRFLpb8Z zEaD;26|P3gY)2vnTp-u)GY42PM|FXLx~%+grQlEG_BfTbqN(OzG0#ehJ$M)5Y0kgJ8>YNLSaFK50-PQKtAn+s9$D+g-_`IhSbyY6Q$)-@GOfOe z*F^`)DH$j>B!&(p^8A;AueVrxwp*NQl>R= zEX;?LRy7jLGc#7en^8B+GwXv5rF&b>!p*@IMYo`Yivu@hY_iT z6&XE8r!w3O$6?O!iAUsio3;&+_sOWR-9B^mj%RQhisrl=3+6+qgjCM3>``-*90YT8 zX+B*ZBCDF@`OqQxq*Ts;#MGnj>*h7dbxA}0)v1V~hz(Eb22==~_nIqs^XZPRM-2U@ zKUVaNzW8ds_4J8$fdEkV79nC1W`Y5aLHxKem`X6_Yg$w3g3$I~bvUXJ`?R!*LRZTg zYkbohYZ1igGv!@4lhx$NPOYeiM+|k_4=K*>_KccyNde*YAS-4&-C@O9*B8JAHA`ly zz6Ro>lkV4wq~MuebHj@i5C3gCE4B|y$SitA9*te=EW6A!j;!wYdTu=%VR2i|C<6LFfd<2K5MY;! zI=Srh4*s+!?AOoUz>zk-lnv+LtY;k5)OXG#%Eh_m=gz@2JHqqch<1);dtGIUsRo5j z@<<`%4v{Y)J9NFu+4_U9U)8iEK4Zn*Js64P)0Hblel`AVQghWgbTqxyg1?B|An0 zWiU2=Xec7a#vGz|Oa>MB7Oi5qh3PSfTJ(^hJjIEr$wq-m5*ebBlmd9e6Ot}{eEW1- zfN`eUE<^>sBN4*h_wo<(17{@&H1u;S0lOa!MXqU#C_p1k{fX=f8gQE=x26v#q%8RW zQ`3}w<{Bth6!A3IwqOjCgi%(yg?Dn~d}1bLV% z4^bgJJQUu!#n4+CpSWYf&9$AK;G1g-c9`#^_f(E$nqzsnp+k?S1Utg5op@tNYwPxQ z$+suM!G2b>XpgAo`@)M+?g2ktY00mji`@Odw7NUkor2z$P$D~dmPRur8{VW~WPgG6 z&wKFUL5t+g0f8lr88VX|{IT4|9>a`xQBdf^4jC6aNGPm=D&kLe@sb9)qRmOz=f zal1Wq88@ysiMT{Ws;eNdNO;kK^ZOM7f)3X%$-JNj4`<;W&J>dMEogBvnZ`#43za9j z-f&^Mm~4m=;!t6LH}BF6fqKxTYn2kiVWCg*iN8dlR%D!zp}e&;%g-LSVRv?;r{Y z0;)y#Gvs6f^6>%rK)iZvSoHMtJW5XHk|ypJ^sM~6{D1IIDg1qjFP9)M2rNj?`{zaP zNRRdRKmZ~D^Z^zW;G^e-{a;kUU_n99zd8X60(t-4F&H8M`L`r61kCpzbs-SG{~!Z_0RM*! q@V`6~`wz!Bu*6@*|hF-a*)WBng%HU7B( delta 32119 zcmWhzby!qS7ZxOT0b!SJmZf_^B&1>KRa!zCl&%G7xWocWcStEEDJ3W^C8a-FN;;&G z1_}B2{+XF`W}frTojG^r%=?_e8oXaWag$I$T)XDTzD9=G^k&Uvc1q||PPVX`Y8<7I z2R?f{bgs1hNqB3od%Tr^rCiS+RO^HM20TJZ7Y9cko+r?_{urb1Un5sHCtANwfa~Df zn}5HK@A!9XuKzAIUTfX$0+)YT?ncfwjm$6DWAkNy%@}Mt=xy%TDUW~rDz~7g2frBd?8KXc&mP-G%zvE<$YN~A zcKl)5zZMXkvgjY0js%>Yzh1RJoO(SD1iNfnjsF5QU$~B+e_L;+e^j3r=p-%GhI;Yb zX0IiSz}e%*#E@y}e3$up#3FXAIlS8QL}jyP;oZnDLp#&vAuf2F3c8jN|pStiDCt4=cVm;7xi`0Q}`7G_>XUR84@2|3ldX)0- zbjQeNN1$j%8rzefquUKuA_U^25g4`|=Ls_yz8LA2@31qm!_Cyc-Ge=2A2jr7{_$zr z;%%^N#mJrn&{%pHYr4sd_K{E61g;w8ULkv5^8fOXv#=KL-$(`2I=n>xY?y9l>Sm0% z{2OlydOZALyq)$9(d6IxPN(pyJ$v6wcn+{LAN1vsZwd?goj)#1!@=HW;i;_8@>74T z;3rq`tFyr1RY{T5gO?sMua-*R$dL6Lg`KJv{jT)b7fgoxWmKg9e|C}~n?jP)JdEs*wSMs69cCeR2 zU(R^`m3|p3-S;yJ`gtMkJW}G%oAGVE#eZO>@*iY+(Z!S49^E29At?@g9`tivGyMA8 zdp)YsC8;Aw*h+a%Z+0*tJ2I=bOcyKlCd7 zu}jJ9=xslXR$=mva(w?fuq2Vd05Oz*BbDRV2X@eKj#s%qJL`5bH7(>yrPX z$!$)@lLoigt{X!x{rt*+teG@;56xhi65cUSca-q_;ADbu+cnQb##W04`Ar`a95WzE z3fjE#QaD}qRc*-u6ywe3Pu%Dmf3vJOg_oMsRG!%6wfraE^odO)F827qMc4W??I73b zyO?TrQfctl7*oC_|NN(!XoIbrDgP^?aszbx&-wDuvTC}K?e&(5S-!79HGuD-y)aLrQu2L;<#@3{dRK?vDV`CA7tvtsMayMIYn4{#5pgl@MX&8*r~O`o3GX~XL4 z-gVKQuu3-pTKzeF3cUgwaIeixx-X}tv0kDbpRfBaN~6|)TQ^-ZqTdC^>db#C`kqJ2 zYBEy#Zi5;LD?Or2yAEk09{&=TEZVj%njbvz*zu)&ZvPbRy`xE0L%#69<6ZJ!Yow>q zN2j{vXO#WfQ~U4Hz{ejFyK{0u<-u>T-)B$sWf})u0YzH*^~uXId%L2EkHyiks3k#@ zw^6y(1jy&-o>#(qT80{I@ygfU!8@zd=m|Vv9-(Lg%&m6T#O#75iXRy+2$=}Kz zb3^B5>_^|n?HtGYqTu6~M+^Id5(|O?aKdnM)-S)?C5a9L7w3%}%1K(}-I_M`fw3Y-6E)s!y; z#vert1i4o)#H#@<&!QZsqC_?NCY*GY*O;C>2aw53G+S&kA+jym6b~IEN?A6%RctrD zcwaCnznIf1V8c9GFi*+wW-K@t*d^m$#h-4C)^~(2|U#LErS$1lctN1A1p~78N zsnhZ|qig(Uw0mAd>7SoJ{m=`aTV2U@z8)ex^aSJ|e=@u+lJ)n=t8E>k@#o!7U!q?l zl?2Sb>`$JW^~fuKXO=&il|e7OS-J2h5@Dxtpt)|A&S%8@hj-8*9blaVr=dA3PYhgO zid=1w;8Pwyp7n^W9$o6oq~-U)=MNeoY;XLwg;tiM^coXm`)_z)tC@u{0-Sj&F+LDC zk1gRlpP0ew=oyv~x*u}$jTb#Xq>UEDN&uHvNqM}J1%ifRPmk{=iiQocViVJ_u=O@3`UgGT}&#uNW&Qu3cB2S2GqA zL=cK>M^3?sT*-bm&g(qE~oJUxDEDTa~e*C_iV{8Df4+j+2eL#x}Xbn8CNu(V=+E6Zd6`ZB8r#zXm-@xXERf}E`k2xO9Z>(_7r<3m7Cv~Oxg>CC`Cc5;<|KdA$$Kga3OCl~ncN(wdu zI3n~F!J(iF-^<@0%jFg-r6mU!zOMZ{U1nJOy(Ku8(nu6a@bXIllhd3M*%Pv1DY9~v z*}R@tMj9BasHU1#d0-^?6I)9Pspp$&?*6q)Ce@~ey{O0$OobY2d7h9=`e)5hYh3}0 zwZFd-Nj9h;2#E>(sx#U@aUFr*MKvFy=f6ygrg23~zQEGj(>oo0+-*~u*TG+Dl_3D1t7(!llV4KV!s~=cSd7sUHWdOA92KT#_K*MpR*Xvo; zSk;7)1VMTNRyVY8+@CKGsmOFpD^7M>9zqh=s9er&=Cn;Up1n&B2vzj4V|(5nb zXvY(K8axS|ZzYrs)Yjgwxe-4vscBFi<>?b}dSS{)dgtzjOKr-S%C!O!q=Gq{c#e_> zPa_pQq`60gG7}(r&l7N^;>ychxTB1(pu_#f6XP346``v)R^zC4U*Ashh{C-xpUtyT zOTPSUJp215U5F_S5s{^Tf^FiGq_jpWG>MS4$L)ISje!U3b8_sfv58u&rNf!W?0oCR zF{-_(v~aEXPa%P#M2h>2q#h?86n~k`X=@`SviMdh0N|;lt0bOSg%y5*sdf!7fjEUK zC*@^nYLRvWcws+v>ahKLCL%r0476ide9S&c+m053{17~=%kDMcbu(6OaUNCN3wZXFxX1T@lZ(BP z0THR*5hZ~|iM;ar&#yg-Z)d17(NDbD_uBS??w!>(t~`GC;h05VsrOql-GDx z&6~TAieY;{&{%{^9iRT>?CZ^Z-WLt8bK;rm_)(b8_J+0go9?=v+%G2UA0-0SVakEt zl)gaA)11=0mcscC=@_ayn#k>I4-pi#$67O=?xZCBT%K70{E<_3ZVtQKvC>wMb3JrbtwZh;qZVq&8Qo%S0LYV*@U%(Bj`` zm5${+DB0sWd#~=qI(ZsXy#ZjiUeGe#$eKM#6;_mfPhEg+mcHO}Cs&)H65I)l4c!VB zzIo!2tGW)F3B<%u?+0$fiW~S$*TXNdL^O{&8ug}mOdE~_ zo;F`kxE#aU44vH!JGo2iHruKvZ`eGh?Nr5!4$W6OZnq^QL--UG^nn5Uk!kLj7}_@- z%Ic=)ttH1Jb1`N|1$oy>OTLD_Wgb`z57PcoWa(FA1Cfeep)nz^SFt3m;FqM>-6473 zuQd$>Y%6b)`9iYBk4{5A!&<(>Nk?KXQKgN46umuQWV+Xn*F9$e|jI>O`^Gn?NC%Qa*GYsl+#XUpXrw1-)UW{CV z>b!N6hGSI@X6U<&pmG%>2~XGT8nIjqkHYHO;R$e2h>Svt%`fmkj4$SB zZwnPL`uH`q$BjX6$(r_$tz~Rejd#LQRRJZNz=EC!TA8E&J zEqhm)K90aXm9o}-h7`c~^w#eAUOi6u;5gWDQG`wU^^hP99zRfSXu#lwTZ;NDpg@xJ za_+m*o4VbI3}EgV1_xbf{d<`8S8jq2^TB_13<<_XKZk2r4COytatCwAppSl`0KtCC zm8j&LBAW*NI{~Wc0?WD@Pt9)}g&caEvg>xLY(D{kB}vgB&yy!p#LW3@Kg8l)o(okX z)LBPN>mYf5*e13)=MfQ}Pc1ZgeogD23zRrRpQ3xpegFyl^TGvb`}}b6*_jU%&kaT< z$#y>#B@eZ~S_#D(hQ{vg*=ubqj_XM^oJv|8XK5`vL{YP?2KEPkaJ6f$8u(V*Y!FfU zV5Do`65`95Nn$l&i2?imb-h0sm_1h_ez2!?F;|7 zB;~5dh&^Cq&%G?tVBjEg9+%RNHx_ZTeJ1gH?$dyJ=ND_6g_DAik&Hju{_o6_l&ax; zuk={o<*~^g{}N|4gx-C&mgnpLKB|LZJ?18v(!I?pan zqpyH(UqF#8F#;u)#T_r)%RPTar!&V0HlKXAjq~<$`>_pf=HgiGbhenVlX0!!q_{99 zi^vSLuGAdBeY(J6PN5@1X^AE)qyEAaBh)Nw`k08ERloIW@F*ccRM`m^9fgYuuMz&j zuUPB-pW1d)O#{*?%)5V|wm38@1sBhaj}`!U+Zxcv7_;FwY`(1@`dQugtKUyy9JL}c zZ{AnEeH@Vg?8VmklL9)ZNu`OC4{wL)bMM}yUHuS;@6#p^_NT96Z$(fnuCE^rV|=Df zUUK#>2R`e+FcqTSi*ZhpdSs$}rA%Av^yVEQ)8=Q+)z%Nneu6LOnx2rQU_Ak(n3`rU z;PbI$Z*yv*@0IZT&b-1dD*ZMdj-JHva(fD&NUN`%6X_d{V=rZ?T%StVetJtZ&m|8~=p3JEZ6d{mqSX_=IEq z`l-fu91k0h15~*%&92&b`L`ZE2A67ot(xUw6-tY58T8X!-wb2-+!E~ngYpfZMy;CL|KCijnZen8JlL5(FjUU-ds0G89KEUT(+Mn-xYK_A z*)UR$ofsB=+;}1Cga>3*T{z_SD7l5E-tJAFe#~gi-&{%dX{{(U^x9s2dhyGN9&<3? zB@O1%)8~{1#c=F1qKDe8)dhZ4HIUIbBq^T0MVi*cUV^AJ=}i@@Gp*GbNyS%p%BPgY z#8^MDcW0gJv-5Pa#p;C?#{&zsEgBfd1qB}q1?3d9laZpkIe+sLk92nQ@2OgnT{`?$ zwrwV;g`}Ga4n=-m4mgP7`RVg~=hmIs=A5rz?f>E{(6S0KLp{E1=(`X499ETXZ?pY< zk!wuIvs@5A(8tu4Nnl2cgwUV>iob({>ZR^W<_K_8&al2CSwVSYw zZWcH4VIrp~I%1*1Vr#cRiJ_>Xf8T7|pXSTmMc?L;?Z|XHW8bG`~2yV@W)! z`_ewC3!y!Y4OPf8uUY2Kk|jDzIx2QQhSUE1S(z@ALd~tH=c_MrmF^y=V(uQ6ue!4wFD$b2#nnMq{+8uxms{h<7#ZLc5dgk^Bi>)Svg%@TI@h zU;Nl@OOXSyOicM1Vn_HB^#4rt(~I!e-M>P#JVl@gYcpgx&-03UO zCd(%f6@Iy1iyWmpoBhZ~g>>^_&M6N=IQ|-`3`4N4$?}3I&cngo%U6ENki2Sc0zxDt z=-lu-p4IBI>RT9U_?;o1RVPO8Eetb2!bgDtUx8{W4mZ`f5elcX1{Onjti8OPD9FDb zV`eAxfSz6^s2h(rE(am8opDAg?#3w!hom18Tzz)YffQ^Ar(^#ifPzJB!pGX*cFtTpbJNX z*ix=Jwg$ww771;koJ}&M1UGrY0-PWKkG#E|6O?gzAt{z2U$`-5bz`a#y$Ci1(#TaP zTe&$<=P4-ZQu|J7S`HFM`5X-}7eRrrJdf2VRLt4)E5GPWiaxA6OW+?Czai?9waii# z%<&WlN^y*j^tXks%e^&~4!vY+DUy(@k?porU6Pk>;(eR$+zg#~=z@{u#C=^CQ4Aa_e!6(Q6RJ zkl-9)sdJrwYZX~6lqSKrD5F!tse{HF< zHj#*JXPd{Eu9f9j?2z9(9AG0w8OvVqxEe%Jue}z7kbEkoNNwe16$Fc}ycjYvUr0XM zWE_5r`(ov+iH%x&nAi``&z+kQqL!6J<{XN*{504cz|;hcV}EMOO8C8|(crN{r`amr z@}%w-rCF+0J?1XOfH$G{h4Bv$jVx1+BzJPBcb)$@0-dpzw&ei}%q3SG zJWtf?#sn@&a9rgo@s=XrouDRo3icFQ9^4O~{qk;_$BNucnO~%$=k9OIZ|f3)*}M=sYDwf*25P6-1A^h0(3cG$cIr_xZx9s@M+*5f?t4^a))o*n zEO1PjA4Wo5r<8SwQYK|h$>v34WerJ?q+JOn&LlGcE3(isnz-B6PF2+eV=@Jy!IO%i zdq9IxKv6cqP;DmFrjX}Fw>%U`J34|2eCG#2)jzq#G2nCv8WcJ%Z5f5|3-baA0}T=kama3xX(ks%Yf_TK$9^DL zt$=P%|M~5b)A|Wm`j#i1Rxx?YR=ED0w@A2?{D0)%F<^}ZBTl5o^U&AU!iD1rcHQeu zij$8X7sSN9?&cYh{xF8}RrRnziduD3DT!K<%OIsGI8Ez)IosG;E;+IhD@3f>A%`K~ z9$P8yGmK$;8t$yJx72z4pHawAjZr>3H3$4k?}v58y!ZfSn~Z#WHt}2Pt^OaOob%giY{-@XnPe5(Bz#5(3Z1D&fh3qhhLRZT}gvPXAjE>fF(HMBJsSXFWn(`k95^V{u82A?_;2p}=g38i$sh7)|zmYvB1T$}uU6FEoyQW!4jWg#C{!An-9Px@A2NbgQIPMuib)%?F zG=v4CoswA;j_7(#&V+m?Nm~-WW^khLrtt3!F z7-z&K40Wt`U$_$KV;~)Zl#%!C%QvsZuYVNr+?yE`)4aF9&2prGg@g#OUYpYSl3zh3q^;6 zX$JCIMEI0vYiXer@%05G4TI#O*kbj#g0A(aN|bXiF-Fzekp!vXO!09Ee7=`z*i07l;*)IFqjRe-%_$YR;~29r4+Q*&Oi=eTuLj7*Jcr$d9m9odb~tB9&s( zzK^4Mw2!(zjxOzO|Fr3lJ*mvB7XW!kX?(U+w02r2g3l+U@MSe=3yks6LJtL6!v-x? zX>g`=#+pO~Pv0gacvyw*m6&SZ{lc8is{yq0FiT~atrBrprjbmW*SLv|t#){qtqL6- zYPcp@0du4RrbBI^h$R(W9zC$=85^}QkY{{!`xET!TZu9~^%{$WVknGqxMz~v_Gn^kD9cSv6s`xU-op5vk)r{VWI$yb$R zU&fXawkBrj$FJnY0`VTee_Unubpd$$&!ZXRhWUD}jFltA_Q33fS-pgzvt5{Kqe)Wu zsf@S~ z6N|hdJil;-?I>J52ASiAYxWe_FC;z_QizfdFq2fnNym07zWpPg4c9THCp zV}0<=<~o9x2|Xo{aM<>i#sd!bB4rJv2CVi<3XoQdLS9v`&u8 zkKt~{fCqa#G*3PB$phBOV|7Tk)GED^I)>iSvcP_BNeZG_^1al`vJPtwTK$xNKG=Xf zZ}PyGoiSYEJO4_TT$s)t1+{usk}7i|28_?f42CL}1t<|agmrzHBv(Xrq?vU08gjh` zKh$viLEb)D5j(cwY9?U7KZ^kqQqE#Pp_wv%;+!bc%;4@7Y9iHBiXha9+9?Gmu*HQ0 zr0tD^HRP<;ixPsmL%Qj&F`$AMvs@-?nt0|Jd`@zFZjN>?WY?QUk6y4vA$A-@g5Qnyf6-ra9Y>rgcK`h_sI`E@LA>0%1|0EGR z^=5D$4C!_qn`9wX6})Q)Z_iAy616R;x(MiTSX+?-X0}$u?6f>ba3TV%gGHO2<}Q1g z(Q4mu({;5s<#0PT3tctsa;|k4$uGu^Q;>F~wK6h9s=1<_X*uU@ZE103S`vU6L|oHg zoz?ws>(Vp2IdAPu3u*CFG(0!Wj$bo8*R(IVq2=^tOqifC#00dZiS%Hd=wC&GM_khA zdex6~svMS&&-1t+H<{mOG5vrHdNSO1o^`xX*`KeH{;VcC1I_zTZ=dyEFIu_i&xR*o zbmZWrnke39jLm?j*%$nakMex27@r!^uycr|20 zajvQznu=+3oYEG;ud__$Y7j+QKZC)KQASrLeI#tQv{k>T)ST$8BGvU7w}g?;Ic+o& zt=1nWG8K({AxdNFu?^g(<>cx}$dTUfsQIZJBh=H26G{F$3+WWfTm(#4LK@hvh2<{{ z6Ir`)qqc-e5^9*0igW2{R^o#+F*T>OaOv=pegrEZGWTy9Y{{Wt35Q zCzOgMQ3_#IYerOMy;j~##v{-YNurEn?g_cM+7d?nJG8-?o?^ZyTJ<{gCbE*7sp`_A zB8y3k7duK z5D9kRF6k*V&NPg&648FWEDK?+WMCi&DJ^lPRaCv6L!c7g@$?*SUWz1HVQs_8Y-v@n z9Pl29Ran_14ZOkfRR>~a;o(L{t!8fEZj%s-z?^uM8{o_mU+sWc{kxcjYSP6GbS9AY ztY7)L(BhI%4@Fv`shVA3W1zOY;pxjKrLvs14&01_}>q3eb)cQR@92N%F;Gk>qZpR7T!NQ z<5s^%SfyAn=&!R4r8gn)QleR?A_pag5y5PPJo`Q2u3xp)~=v=;ZAdJrp)y^&qgwZz0?B%o;Is~&`68aYEG2s&AR zk1A1XCBH?Q`Kag*)hG|cy}$dtq9qu!nRkGn^M5kYh_ph6Mqevp5Pr=>v2stl>khwcf3co+(EVwneVy9L$EIzXf_W(dY=91=f%|o?wIaIcFn_|B zlr5-MBGmNBUuGxE#2#q)SSgxOFMJ!nh&f98(`|biiu4~i71X6 z*m6fri0Btf(kN7X@mF&ZT^cK|oXu0a{FD(^=tI4jL4L?{KH2DwX<#*b{QhXCX3E2W zK014m?{TZo9I2nSldEfTjXnM*yaC1KkLC00weG!DWVVubbzg_Vt8#b@FoW$85__!y z{#0Q6hq`QS#AR?2c%o&+q~?o5j$TTuu&~{|wgP!ew_ zb6|=%d?MIB!A7Ee`E3pVM{^CNmDiC#0Qb#s=KgL0VkL>`$%xp@11ye^%H&+h2SkAv zd!${8O^5Ea#gXhcR98ZwBrSI68FyE*LDqXsY^5URg$z(lg`ah%6{}k~5N+;stBkYBy*TKa4os2yre7@u8MZTkf_^w0zhT z0i{9#cr7y-_&t4<~NQ2 z^X4}3q6$r-s}!-b`MP>pqaXTFR^8=&sIlEAE1KmzD2cyiJgCAUwU(8-7q7@4N2o3C z8#)pdF+QnOer9^t_jD}LKU2k+%m4R!sjRi|>XBd&W=gjHum%M&hp89(_mXjrJ-!4Q zcVnSJwP=Mb-&F}gkXjXyKt#bJ0n0rNu{y|4hf(jPSi7BL5d=Y7);$zz*`_4ZNV+ko zzXLGTfL$W7BD?xw6Kn=5AYaacI(WwuJZhJ}h-D#ZvW3cJC2<)4CM?Q{SDS%G8^7mh z|6L|;c+c5A-y<=;aCd$yf6v-Y12q{8g&n=e(c}tQ$O;Gr2C7Slg5ZulVHf{ptD03i z9H4CEToevg|sO{6#GNqU(V$pmM(s(-FT} zJ#SSVo@?G%rZ90lebaEythgdz=X$>hS*eZFFT2N|$-B zvl75rI+fFY44jhTzP$6hC5wgdv3$6*GJE{W@E;)uneYY$4hBay1_aBs@N(5mYOz## z0V2xQqU^X)-b0#-U5N0FTz&o%V8X{cJh z{0SY)m+;PSl~S4qmh10giWOk=v1;_FOP3qs|3Zl^YC!i_e&r<%Qdjp#h!&QO1r*ku zbd69`&OL=dP)ViEf0-Jgcw#J%IPpWVLWR0Uacwzelz7KTl@iPG+1E`iG||@Ug?Bdf zPwQF&i52VK_I|PKrhqJkS^SI}z*z|EROvu&Q^z$u*`g*%`ilGlQ|!@i!KYZ9xgSDt zbKFqy67n9>`xz#0|IwKkUOrhXzz>st?7<^iGrJ1-y7Od_#1UpuAdUPeJ#nQpc)54* zLW|k@Q(?LU1k&LB>YFde?EH#9STeY}Fzh3~i&pL-kq0UnGF{&b%w@hTW7m|0_aRw{ed<7 z#_sx%00f`hE%Yz2I1o!h#4_mir`>D=W#B z(IX6G_LiK>SM>-NnFs4eDo=uwXlZLVquJ}E1@ZrI8;XhGm#Xv+g`m1@18s=_h@i76 z(IV8NAcco}_v!3q83hUsjh5^xE|Blctp$Cnb}vS|ZAbRzK487LhwS{<$S$##V>k%Y zK)iR2r&3^#A*ccoOcLq9un3N}`$gwg|K|bAYI-dM4pY+|5N76P%i9F6bm4AWtc9xW z(SpcG+gI&W=Wo1%kzeSbHZ2NkPls8=ng{?e!Q12@vR?2 zqL10d9wv*F^qMVu-Pl9jY3}!0LZ|)72*+)k$is*I&xc;Um%j70SrtJP2*iAsXHRr6 zB@lSj>N7c^XFPEvkQoXNIB%U+t6X62u#5;KmF7s`uf>7c3hov^U z{1;SiX}6Y02+uUG3LeEC;d=4)Obvr__jXgM4r#VJX>!x+LN&yoTY(y6EWET=j}g4z zvRiWG!H#8Tr36&Na3nA9+uCOW$?PG%kNg(AGiq!0<4gL@$!n-j1!`$RZQq=nrH3(c-HWKe4%MX>Qm{{oBRvpf)+S=w^u%Z`S z^Q~pK)NT<9q8=HL2Il0WEArq3aRe~G3hTO}Vi!FCh|zdd0V=8r46xsw605pU({Gkl;?oC7?bu^;u$?`uc&W82hZQXdO3g^Hn zNYU?KiYr(5H!imy@7VZZd>ZV3!nwrlae~%C6@}a0X^dUA%AO&N3K;bxG+UE(zpx$} zk8QkQO%b9_7fYnT9^tH7YS)c)pM_#n08zrKiN{B*DhV)o?zVXl+#K?E2#P6N)l9NX zdAQ2lG&qD~_0_(L{ckMK$#;X9thtEqtilw*Og3Tif{;Eu9D?Tj?IhoM>@G!gm|DID zBN4%TrvxRkY@$#bu^ca`nCbL~UM=lK7bb`CqvH3Nw}zFlaRd{x5=Oq%sX%}M1`Qiv zN%MbwsZlR@N3qnCT9)PwNMg8XNV}qdVLYKm`|_eP`vV;zT9-X+eiH~cp^27cRU0Ow zWvf*JISCt;KS_cO8|2-I2xYy`laS2N|MSWm5|fQ{5_YX>&tq+_&Bbeu&7whFKG*s+ zzEgrKF}631h%7ROSh`k-5_1Cc1pLIfvi^+3v0VdWW(^zy1z%J6u?SnC{;+}bC>txN z;tsSw3}-k>f_lzCv0IlPn{;6jgYSdTlj^Or>~-j?gQc9rS$ARX3kAHF+9brdy=OzU zu~xACMC%{^%f=-L-@DYH(3vO_Mr5tu9zhXVNt$#x;r)c{GX0&F ziYmS&B=7@4p^0u-LxHq>x21ffKRXG0_g^}~-b-=*H4ivk$4*s^7MbGC3=RkXEfp3- z{Ft3dF8U!*Nqh%n58*@O=!6Andp}sNggvmC1JO_y*}m&*vJ9JN^~Z-Ywv`w{)So^U ziQr&+Oi@q!k{bEXKnx$Jue3xDBFScY=q|rJ1zo(w4-MYUxdA^gau*VmGqqH9?L+_=Zk6&g*3i282%H0&WrD5(GS`vM7^(R#Wp z?U^D$2&>}D9bAeBpBix;u^H2Pu-+<5EVI&Tf#Bwg z_!{7<-0qS?274kkAJo^g>En_|<3sED#(ImFS+~5d=$UFAg z;~>XlRERBcJBgOd=(m|R9zY5Mj7T3OXQ5J#g%tOSbpI)zKiX#d%o8eNZYKnsTPw`7O z1B+fysqa62io;!!O@l&hAEZ>drI?P|{*LV}(<%R}h&q44+%a(VtVevgG$qnvY(k4Z zSktj5=Z#ReNy|_RjpXr5)rz^xHNGAoSa>ketlV+>X?*caPST@nk^n;A=8D1Ei-Z)L z9MOQ}`MToS9OtFtEAO;dRVh0(MK|=uXK=rAzm%P4hhX+{bN1%i!HSE7^WwjsU^AGs zAGSYZwaxh|%`twvL-+dQtE=_V*hAP0(soeZ^-vZ~v^X4m;*CF{UY_Qc$_}ihiU^^D z9{&C3?xrEAKNVcJohkg^+9hvnRef7{G(pz#xIe@b1E=9>PFPA?u{a9 z2kFx4ZqZP@rs9iOWOsak2DW6z6j(J$+rfzhlBaw2KN|d}&->ppyKs!SAr`Y|#s|hjmeUUpSZ+ zi*J88`##LR)QA-Km@d&>qG6>5xGokL8jqd@(WtL_=`Jb55$ZdwK5282^FCS^CHCwS z3lt%PVq6mo?6bfjdyJrB+%4~?16uRPpDWq}N*30Vg}>>pxQGT#;s(litaf zlqquu#+tz~XD@K+b@<)jt=hZ^?DbCPsoY*0bvdW+#N*9ini_nG3*0=%Z1HMZA+_T( z&*;CtDSo7$y{qfD2lpdQ>A#1e1aQMOtJ@eL@6JJ7oPo)hoheDUCUTnWr zcM@NDGcxGt_9Vt{VlIA8{Nt@=_O#${Cpou5DY@UhBkRpdms79`-v<9XFOelrW;wUt z0eOALA36X4*h8I+?!-?H2D*7FJG|=n5}v8Y@3s?g!fPb9TJjvuzf)!E3;lh@M`MnB zWrdUHtiX-( z`y31Pb2xVy-=I1B;Iw-Eg$YTDa;l9`iu30BOl(<&*}rV#^Zoy*_nj9PF;nXc)4EAt zdH*c3JIJQ{3iZ}DlmBV_z&=72eStgKaIaZSC;N_SbIW%-5*u!vw)3Y+_YqQj>M(xL z?h8aPPOiKS#Ybv*ksm!fevof{Loe68E@h4J~!qUc5OZ%-_N?eA+wYg)_I zfTOpZyZN?37V&F2RYHpQ;rUsRPWfC)y8M@<>Eg9 zs;FOFfJF$Y)vMjuT=gTL`VO3TgFk4RwjKZmt{s|`Tw1QdL$rTSihqmyEbs|fd`poG zDc%r*4Uzi&g;Zo0Z{*D57=GV$GYMwvG*G{Ed=ah~IF?x4ZD7(dc=qgj&64@QY`?!M zWqK(YBdoy5v1E-@FWY5R^i)Dhgd6g;fBj)lbF~|Fhx+*6!S0%V@4rs3R~U3$*f$pe zyiyhP!83{L;`wU=b4fV*pt&>`)FV!D+(AJtUa+7!+zuAvrP5t!HC*~sfB5o)`dzm1 zC8ueh?Mlw!=kuZNQrZ;4Kh1iEI?`!_-Qp|mYTe>kT$uW$inOG9w@-9wFFSY%qnp7V zNTFfPvBGd4n)s}(+c{u-adyq~R)&D)|F!WJKyfZXyKry_65N7Yf(7^B7Tn$4A-MD6 z8r*epcMa}Na3@#@?rsbGd(Kz)zje>OTU%2zPxmuDGw-{#Q#0MoB|O<{&F?nALbJQ^ z;Y+fI@|oPvX|2I$&!35o=aM|eNrk^NPc*_QYrK&-=#e*rOEMXJG#Hn-Al-iLrrOSo zlWMo_^QVivIe{$G7HnmQ4FgEiojm4ij$27%QF4ldlPYG{ z{>sVpgJ;9l8Zd9mupfB@%D_$S;m;(N{hnOvAaYfVi&Pfd9NYLqX7{W+*<<%CGmf^6 z{M<_Av+@eq9wi^{8>b*6x#xrFb!MXiZ?_JPdpmvhCRMjMZ?}{#^aJ!dcRXh%ERYDs zK7?`jSONRiRI)CUVDI!Q_f9sv3)RRBoOy9{Z3<>`0M@dSfS?UvBMC@Mb~w$cvh?n} zphbHJL2hF>(9M2 zl2X1#O7CzTo*=r)XBtov{QRGVp;m><@AeauHaE8^r;gDTn8In%3d z${6u^2;DWQ$vtC#tWKD+boGAB3G6>-{Y{lBTk#aRC69-;d*6`1A*qQszoPWDD^O3iz2gpLpajFnF+Vb$aNiS}eH3 z$a-k7C>&s@ih}jdH<*VbWPiBz1^``Xgy<#StTrmJd4{yr8xleSd zmcMky_W)RmB=^wk1+o_nZfWhc1 z4du$Kp!SNprQ1!c?ptqQ9M^)uIcUpw$Mh+dFkUVHtyI`<7Tjd~xk-H%?91P!^|~X= zT$BKoloO*Fev{OII1mpe|1r=$N#7Pc^Xm7;1m9=mD)_xku^-d41CJ}m{KCoW=K`pQ zH>URrc^1_76-c|_#8m~@L@HlQ-h1gRIrFz4rRv7rzbv1pG8Y|+mJ|}6isE`9 zds3CUuO}ny#U>y#TtQ^ z*J=OM#Nm>nU_r##p`ZrIiRsOhD{Jx;pl;yBr&;fN$F&Qh`7xgU_q8EEYxGpmrn*h} zxv8Vpm-X3<8IU#=Onwp@K5Z{oLg*uASE2XVh z2Dh<2E9Jj4>mjEN$KKkIc18c>Kl{lyfEk)W&|OBr44{QN^GbF@f;uCN9!AJTPvhGw zf+2(Re)M#GcT{GEW%|yY17+=(s2{0THCgWB-|D|awop?63&;X8c;7*4&cAP<&*+h( zrAf)g2bF}fzlaYX&`OhB=x&@I9wa;Y-!f+E_d**g#R%1(p3ry-bxPSr$ZiR9bVbVu zk+lwMvjMMQD;*nHB{!(}4r0Rg9^;!ZX+xd+N?y9;p5{dzNAa_9vcp+NWLvaSo@-`% zh}IWg>i{_@4p!d+Ty&`~{PqDQ9v?+Pg58=hG5>~EI5m{Dr`U33uR6J80gs9FRB)Dtif5+My&J4?r zr`khkA$SMyB;QNCm71Y2@PdBA-|(DeB%sm z;7C+QNvUzs^U9d&{1IHk+#EZgbuw#y#A*l)jNjr>x*`Q% zq305Me3NTQwlW;2=v<<&ZDL5(mu4XQ<0oPT2TK7%Cf3mOQ+w^Ztt`m99&AUT`GaCN z+}zMcqZlR=x8NAca>?aAa|BI-u1^O56QzV1N=f2z<^lblngrcQzMun!LW2Q;3oW*) zhI%gCLnyd3D7=lALdqdFQi!VUofz!+;xSw%4kH$Mj*>le{5RY`H0VZS+4wz^F+VK{ z5X&265E^aaC{!8ZaS)j!e^d&Q9oKUZ)JRKyE)GXT5i?e+>lX4g4?Sk&=f;o(oKjjx z44upFI5`P_?*9@sQdu?cBWoc-p!kMPl%oAkAOH~!HsOV&H-PUV3EO?g9t)aGi3IUM z?gst#WxgWTk!BLc9ef^pE#!~x$n)VVHaE}c8ke@-o27Lv86xvWjadgpt8+Y=rAJSH zIE;}|kB}M(!noB(NB5 z5i?|#+;y8p!qeLh&fCC+vU%_?9n4T8v@+NZ9By7N0wyLW)1YhDD4_kr&=c zE@Vqm5Dt$wc*Oo%x^1_q5GGrdCc)9DN3D6mZDD(YI2ee|8ul5$H5I1>1o8CwFvYSQ#WMB$2_b`@Yb=KA$%N7h7?4Sj@&&@pgdtn+ z1UOVwu36~u`dZ*u;Zi+AI1vw%4lZmsQi^FWr8KWOq_Yk7ZB1OUZ``q_!drC5fjSKp zdtNC{47M6&iDRW?3Bi!)o@SfBqhIp++!mt5QdsE_2l3GhAXg5&$ z?Gl^*Cc@!RqCB`_%L>@YBp*q4RleJ}E_hRzXlnkz_XARtdqoeHF+A4GN9us2_iHw% z;mSsr%$W#ZaixkmEA0_i@b7q02nb6sj=V(5*`^{<^zV;#{2GQB^i37z0R!9q z;`8_PKv?nwxdKu2Z_3^-h!pO@sLSZh?fMOENoc~K+hT)3M6FxZL%y|I&Efg}KhqJ_ zhLx*f^5%)hs&8Is`OQW@U|)V4l}WSC{4-v310aYHHMOPRCo8E7GW8*8W4OCLa#Gta&uesd8psHl-1duSpCto1>g) z7(_->m~8sA$DfMXd&fJnK5NYebL<2=(OA9+%#6{>X&yIq)zPF;J+>1e*+lphQ}y;T zI$4e<)Tm&ROd&_B?X4{l;@F2*tfT=!DlRh3~w#wqB+v5l(i`;#atHLlua{A)M9 zn2t*Z)TYR|)1hO_P)0RlBl4hxFIiO;VtpZn>r=1E&3YePbz-U#P@7!Wih{VNjm%O4 zZIpQx;Y4Puv)4HmP^$)SNrXtFx;gGbX1kCY2V*q8bcK6ePvOB&d=;pP(VU_MfW)<7 zYl!6U2C%8q;?neTU`vvmCOj~kwb8H@`u?Pu)IZ>C&$4dYnSYYZuDxwEpUcW^cgbfH z%C1G6q0Tr9uCh&;%dTDEjV_a4wvN*~3KkFFp>^%!#F`w>u03_0Qu<`;sj6n#JHX>C=kbIl%8d*yl< z{osZTBF5x8`_!*l?&xi=(;2$^L@k#t=^1El;EN57DrCp=rjuz}n+y#Zdjmg)*$EVW zh8&@*DpBh#SF?sBIUBXtCzF~feHdoAQ*|r|3M_ho_MVmm0@wVXKXJ>2la_>=P`;7b5Pry7>eabC#1p1Rw zyp_3!Vg@>Otxc7~F_4~|RUN91j9gNYH#phYVI7)6ojf-&?G-^cHj&!{4!9;ahyUPu zb9i@Z)3oU7MW~HClTw_g7Mbf0*JxL$z&wa*mlRPufm)TqCFdA)m3=`a_Iuize+rw6 zebGtt9^F}Vtt82)wz%aqohOGbtXZRsAz4(0vxij=t!j})7DyH4!yNeRC|Yr`fz8#( z`d#vOEk28$zyc~^{nfjq*1YUP4LN5~J^-$^+{B7x(XRvbG)u5)r@(F>Tog{EO|7jE zFUlv=$s>nGNOChz`VvOB(j{^ zd%6~sGFw?0gtW2%w=W~?Q%Ijl<^{;ZMzvtJML#`s+>4~#y6esh?<2;&M# zWz_-$bdB@y8)ROdI`H8suIr>wVw=UB6wrtqn*jJLG@@IQ%P~F~dsH%tskj#>%-(D< zM*b3V$T(shA~oF4B=k-*w5B9&-7_%gSgo5S3FwgmRjzUP_6 zt;D_GHDMX@;OwMwopF}9s#YvT0~;; z-^@2&0qZwhH>JfTT}GAZgxOE<@#FkyS6qk~MA=WFbtwqYTzT(OJ6+HyZTeG|_L-S6 z<+FqK|I#LzIpfcMJgi0DjN zU*HBTwV3#E&)N>;=Ic2mxf1p!(in53>(0CqtR%L4V z@i^4QP#LQ(&bo+s+z#P5ts!%Gsgub`1tYHHQAgnOS1^`P8mr1{@KAJ6E>6l*4;;uQ z%TflvJ8x!s3sR2-YNc*I^xHgKD2cr>AN?Xyd1Iz?bT}fF=)5*LA{}a+lzZtfy|0IO zEB)wh5&V&UuYVUNY9}M2~OZ{m~+)PXT z%Zb*S)d*Pi7fSpL5{$+XBP0@oyCo+^sww>t#j)M!BO?}o=j}WHk92O`>M*69szWcu zumJwy+b!bV(<^Fk{Nyl$>M#}q5`Bm?>b&I0=wt-r)$12pfqK4NLqE54q@r;c2GYX~ z?~k2iK{7Y=ZL>XUH+)Gc!LeiJtGlx+-h&1h+Dl#riAvKfa|8@&A1fkk_()L-!m#)v zHAl_^FJizzoKF@(^X8D_9^e|J&2>FsmBh~KGLew2FpB03T%3g%J zlQkRqnNXrL%gdT@hyxWR+VJ?N_2}F@`wuTj{tqpJ#*1ta6McWF#<$c!BVB@giQZa& z54W*i=4v{kB18Oil??b$M>S$Xn117d9liIVN}}gGg)1Dr!iw_nyB4b%Pq2qBmY1bv%NZw+yca-^+aw#Brs!qxRTl0*f0Y} z0_fa1|GA7b^Kz(#f1A@|iHl45B)_YLf4}LCE73W_tqn4$O5~MR0JQxnP1^BQ! zP-RjL%=$QS(28U~Cxa_wr+t{xFS)UVOl#!LM1EO!P6l@%Kd8~zn(fnB1Y)$*CLwX) z+|gk*Pt0_T1;ZAkETt>fJo+Xh#h-T%1!olaRUuWKu`I%3u8wbg|Fqjg9e%Bil@Na; zjdg_DMJ@MT#QThO5!PV<=1v+*8`ygleNgewLt@`QZ4U_vx{{(NW%nWCtLjvok)zXcA@(R$w729`zfrI;*0@U#4Nxl)d zis0JDf@*m3KJ`6iU|k3^8MyXgtLDlxlb<|fU==?ZXJEBCOkb&ex*6k;%-%AEWOkw( zZ!EUgcZH_S^U@v5Rz#-JckfHhQVRIHq2MYqwdLZuj-+zUvX10Sh&PrUxAddqC^$!| zp%jZb;P0>Nx$Nn247LR%4uJke?Ngz$Saweg#lgc*tgFu?>k53DM}fM64FJ_} zh6;sz`ILyVlI;p#m^i#{BA0g+!g`Q-!2M7rm<;`&nQt^EDE?`6kRDwhxy!O6>`?)T~r~9R@S~K{T6XXqyfU1A$s&A`!KzSDg|A7mFwScOzuQu|_g!r?)J&`nNxQLQr(-%cVyy?idV6MHyZFLQp>;B(G7pI zv7Ejj=c5zvPa(L|n5m@}xF;lR{yW|g8d_z%2r(rSwhu89aXvKjPHPHOliwRmynddn z|2(xcqsZhPS+KoNOwbt_irV5%ggQcSlTr272Izj;lVaRZEV*}>JW+*H6Ek@7zOye< zN^HkEmkz5`-9`7$I#FwvssBC6iL7=ZAtiwdcYsz#dYhcoNIDNZF*UrxF! z2hgsezRpe_aLZ8BEjX@ycJsI(wE>vS&0_H%{M$8$C4&IO)C!$S6R0W@ytaSXdMBDa z0PM1Zns?3>ROW2USp)@nN4+g2O*{wMArb#N7@uBkRks>`4c1RgNr=CmCVmAAB-T0H zcl)KBo=+(&eI)LEu3++vt&$iARna`!y0V7ctXL{9+%Gc zs$$IeJ}^!AaBhHXMx^YosotbY9{5k+UN&Ezfz?=GX%Tn>z}EnH=kI=RDVmShAV?JL zaVPFn_h+|Gh)>HAz*Uj337KqN^2W8Z189!vswV4|Ut#l+?%peVhm^j!ySxAT6NliH zOTGXC?$vMrhnN%@cNg18vubJY?5h+I)we! zv4-u@QnoS0r_OLeqHwDQ>D=c|RAYCY3M8mAA#8c8Ta9%;*|N{tlEI&Pd;-J?HfQKX zw$>=58ryTUV>?$Uq~lr(4J%MbakO+JxAx4o45U~Rm;A51Ek@*dP)$GcIrmF^sgwT`R>-v z3L+}X*74O|ZC$X1G(ahC_8dB^p1Pov=H~L|y1Sd^=%zv2k2Z-4Yux7sKvVSfYp30g zw|)2P&u?$joV@*K%boA^j4Ha*OVt;kZ@hTwb+g`~y1cy>IK!tP`F%WXin6^LwvZeB zy#$WfG#%v!Mvb^#C7dIiJgnhJ(`}bwQNRAV_+to=EXFNbIO+P~X=w($kwN{UI|2DI)&%=bNq;4%PrZXaC`z_%~opmUCE+D4z=*GnkCB%i2Q zdwt(7MXT2ICqXyt`Ol}d=k%QurtLtM$HKn|ur3tuPZP*{U6(pq1&#^seDT*o9D)~X zg7Zn8Rl!KV*imSR?itKTJxc-vY?=d|7ru^_{3LRXFY(rl2xxtI53myz-gbgAE!+eK zjS{X5_W6+AL6vrl+}HNHLN^W8K{rY=$~Rhgs>pUACkdH+ zNnT|W8XFYbnBq2&i|3MYkIN{0bhY6+C}HTgbSj$syA5VN%u3zL&kE`tIPs*FjjugN z^QxILR&rl|+ha<&0y{T6Ek@q%eVJ+Z$txfcsB;TO@2?v>4|e%#Ocd_=-zRM*Tu$ii zRrx2nyrryEiW!Fg?C-=*mH!5S@aujA9@;2D8+98LIxeSZC!)4tFNT&5uk3xJ+E5Kr zwdmu9hNdjoO6LLw@arSfxZtAg+aaKtWORsNrI_<}cb$+4d_Nv#^`jo-j&ZumC-=3V zw=XGS8qJiF-%DGg%6l*+j*sYXIM<&cE+8GX*mS;~skv@IiaOf+QoZ0@a7)?!M#dA9 znHn(POT(uc3;s$h0eybBXz^v_JXO;#B{c-^s;{JVO1{g)FJIt)z*l z%Dh#!`cmH?c;s373<8{ST(ilegz3MZoJWtuf?wl2sa!>$C&>2q7(iIk>800Iv6T^z zFSP8p(kP#<^s%*=&Yh6(xpJQ=tI`EuX>ha(4E@U+))K>RL;B}JWZVv>GQ_Ju;FkoV zMFY}4$6=YQIc+c&VXlvTQW(QCX==$xhk_Ts^X4Y-Y&_G`==^Ia&C?mTH;4<*qk0Mbk3;%ON@bFjLvUTD{p_xiObubSchp%f+ZZ-jjbhWb+WU;b)eXelHsa5{|1a$sa>BVOc!3v_W6v3pJ3?*ZA3({Q*p-iMc%LdHjYW_E8)EHm(x-;w2o@9fHT_bc=v_P z6#3^RZRF+69WSI*HQKeK(s{Eb3$87P3dc=gS!+`n_A!aVcU&-s;$pqxgNxbee#wHO z$o=Bf6wQmBcn7kR#-{QObqB2%F+-}KO#FQtDQM29b8c8KEAUfSW4wl*m}-@1V7=;G6{rfmK5kK{P~!Sy$3f#6Ynn~vV6hMU z?+2_#&>2#!je6Q|=hH+8t&Of2-IGn@)J%B)4b-9?ow@X7is{?8Yb%Zpq2pNff{`_A zSrJA;sHZjS-yJWHbJo8tsRUeasTvl3dX~)ELfdz@K0v?)rJSmvUq}1y$neM40*`P) z`=nJvVh)l!lk(;jjx{j=&M$RQL1&*ycQc%`l7&*n4RwZKySjI9&H6imVCGE=&gB;;$_@1$(OK(xR9~IwwtZLLhUNLg#r+j) zp;t=|`y2j-&~B~ZXTR!tKAmW-4vUIygsqIV2}xJKYRLmTj@LTCO+9&i5v6T<Z zJfr`RW9`aKF7*pJL<^TLkJ|l3A4+nUeQKI>$<`xq2sBp>rV#=f z376h8{~??gQIq}^m*jTdmyb_mSm%3f{x-;X{b2O_+4cYJEbdJ>aP8~eE>?6O! za9-Cy@9kTyQEzwPz6O_|Lsi^=e`#E>NfH{Nq5%iUoEMrtjZ{B86%$wgKyX}3^<$GD z@MTACI{UE0^0#r+f_rg;Y*o15!v0*_2XnvQzIc9k+ru5RCTH9EbY};rN7v_BR?oI| zSWku@#t}}?BHmu(P^k9595KIr#Q-_pw=cQx8+bU1@5^-n;%=W9i17JzkE-`{ojw!ggUc3}^$Xch|*<_enopG38`B?44;Q>Jqd`0+fp` zO2}g5v+>fAKPVadWt=Gv;(GGG-~mWTf@O4NoUF>z36kQz z{CQVKHI~Qqv;$ti&R%Fj!mjq1>m2E~@eX>gf~m-yld3>%`ecQEoL*;_pJp}OWjXGh zG-Z^@jmP5a@%ECN4tQkNjbp@)!t#uf3!$eb$FIWbIvjs-~t+bJ)_)Z=2Ul${M-oN&ISEbG@qTNWm8Gyyel!XyoS3Y z#Q98tW|}o2g~lbNV*@&PU?=|YMoSA--WLEyx-U4?V1rVP)o$Oo3<8BwelvB=@=|ufR$M#J;D)T^*l7e%`G(7MnzWa8HIbohW&;h_Z8+sW~weA*qrzaD!Zlg(s2gZ zK4y@_?cD6p8d&2?zpDOifEw6{1}=9oi%qb1aI~@&IM_RSZ&}MFNb&vk1zMH-`nVn0 zbYnVU?jEV$Qb?@HOyTbMSJZ5yyuQpcwGlzvMm@~qd6wa)bhAt34?|$xmg9S5bQZS_ zuI+2P4PDPKyjrQ+-Judz)Oc>1#L-lM5Z>Vd<>LUJ)M+}E2|fcpR}4BQ+eOzDICp6!Boo4~gecIOg?)hmdpV^N3n(JIr!-;98&@3O>r zD|Oy~J6ksEwjBN5S*3e*C~R`b^su*7qL>iOr;kxiFxJwODWtc3MrP%C=x;XH-Z>{d z+-Gr+vizz8FN9@FkSUd3sv7AZY9>p{;`+d2aI>PI9YuZdgO(th+Z_eu9a|hom6DzCiuO^Hb0%A<5w=Q}LjehWpgc{nRXz>bv)w{E}tH ze@uo&I0P4|7Gc|AD2ZJ=V|-OEB-;`ulMPMh>h|&CIzTqq(*&MRCijwhtOoQ=(gMUF z|7+4)UuBQmM@{6rz|25ceR)yU?rXfAb(-sa$A$l9*N*lOsLinaNF>=7@xUzWDP zCM#cZF3X5|sRNx&4_|ZAVL!~CUDeqUldMjTe~M_DduFewm0|}pC5`Q@1^7Z&vZcPY z?T~qH`=;TE<@jA)+8xDNvYrhnjMSC+$K~O1jCr~)xMK`GFn3I*drfX*75W|bhfQ-c zZw65c(`+uZ0Mq65HcF}lCBag8GrQUEgmXQkvTv`*w+MGYlbGs^U)@I3g zzj@&~=@*`H=9>bJhSvepzaBlR zPjb)^QDDLLJkUHI{c(JuvN4DFk zFoBBf6sogY6x;21L0f28pn^obiGH#YVy4^pQ)PUBG^Yo!Y@ThdJ3dBFKljiWJq^%>r67?8RUMy2=gf-^>`gzm=JT%0A-@Inoj- za)ws@jFW>ImwCTsY7;uVXeikzK;P)1ay_ZQ{j)dA8J-2ig1b}4Ax@%Z8p5F8t2@8A zdwt<%tLtQEoYHiTP=!)plk5>0@l)}0ti$LPlV51Tx10OfJ-T_s3L;@XmsPIB#GR}CHWBtvg&gssJ;c+N*JBJ(1_Q~%3wcMDDH zNRDY3tcOa%9JxwXAc?AX)0e2u<-e7wjU1QvxnCC6Gakb$&<%1DKROmlGwj@rp2)CT zx0FnnN}4_M|3aBaCTIKzVZrD%E2v{5X=vAkI^8dF{NqPogw+pQYr{0#ndg<$G}+>{<3~>MZNfx3 zHlXyHy;RdlUI{LWCno8}T0T{5Y%~@Gqo`Q23|D&b?ujs}|2 zCuj5?gk60oZrE zvczDZunrSG5KC!OygDZ|O3H5A@m{kNAtL7N;Z8YO^CxtseXv1*L?tAl*6nUJasx$B z!!YVwx_k<5F{TL#DzZF8jcHOriqTwv?QbsgE&~*5qr4x1%#dwc_s>3{iRXC))9ZIZq$;N~K5p^s z_ls1IYnI;aTpRa8Qp23S-^=CI_%aqMaPoIEB3(Zi`!W)0cD$%LMj(*yVC|5;)iUH&=y~1Mj z&?6Sn$~A?gb^6eTpbHZa%$gGU4GC69Es_QbQDl%#U3465m-HW~_Q+1+54dGaOu28l zK4sJ?1=@7HX6F29a7_ve&2ria;jQ{=O!e12K8o~IT zS~%w3ClN@Jv%bqy45&Jf5hmbfBWP2y^7P&NHs1qY37@aej*{pXm3s~gl;$>78`<-J z_|Ax*@2TG!vVqs8CQ(meqA^(B7qC^~ea-qcH|N~LG z2zrk_*e`~W$|1P}ZCeLCp(&6%t<(okE%!OBCwMNmDCI`cz_n)%jAo=i8LB9gxCe`r z6(Z_X3mmvPekZy+#2&n;ZOWBJ%B+b0L+fd)Rcx@+HoRGer(m_zS%>@CSm?z{ zE?5a#;h?FKywI#paJ5%Q{@&fw5C#DZHB`Zh41PQv>jsZRGivo9c_xyG1@VaxI4LjzhfnqoUoED=td}-n55CO@JDW{z#6xX z-LvS2{>9J1Xa<3R?rtseJ}PM2YK1Dkp@c#P9>KMsD*M*1mIxIIez;d8>9|DFEVw{h z^F3F*Wx~t(bEjfCy2Kbo?aXPPL|J-oXBgBfx8q`1h`Zq0KOHT8yGB0#6q1pVx_Rs%n zUAB9hgZEY;hWgp?nzr2C!RlzBYem8vTzRldurrsTmhjCw|1V>yu4CXi%O$%5-n*Q} zxw$@(A~C3dZ9;}#o2cB-x$`y#Kku~QS0V$&{wT z^TWmeZh_Qc3vb8&>ix7=$?W2?x_moN4ZTa_eRH|VnJM_%8E zew7}vU04+(&pwu22`N%z^d|yKnJJ;Q*Dpq2AV%<3i+3WL8xdARd8XZT4I9n!uvY!n zAiCRWGq`s@nrrbI{Kk@{r|o84;lDR32tJLeyNmkG!p+uAX1u zPr%sl&1+6qh9`|7lYXwV5jlj&{M#cA78SZsUadAu6+IsWHODBkum${@6A7AfE1f7@&{WiqnLn~?S()h$8dyoD^Fyp&ehVUkckK($Mdn4}@A zyqH$Vz#^sfFJu-WHO5Cn3*n?dv>=uSs2&OawH%v9#l#}zH~5d`D~Jlj420!5M72x& z?=YtRm;OH^qyM*y9Eg07YPaQI$yMaPa5n%!aQ>Iw{~1Rz-;k@=g`{Rbyr-6zt%p4p z6q*7j$z^a#hUbsNQikPtd%UZZ9H5y$;WR_4z9iQXb29OyQkM75G}w-zT*GA;bNbzekL^vriq4OoYLGH(<@LWQ$+E0SvqOjTNxG& z<%^SAUx~CF8ft1la?E5A`ZDG!4Ke2hGWce>{99+Txm{zEdeTohI8OOUq}}e)+DmtC zY;y3rSSOGB_6!}tLZ^h7&$o=P8mv_)+OKVcZYVn-i^`4aKgT=072pJR^ zKnzYrr78;15)L`Y>zhy2Cf(K=)LZ8Zo`BM_Y~t2FF&rBUI~z|T^uY)W2M2e z1XgBlR!(M)R2Cd4y#K$UfCJ^t$j-{i%1p-m&xg#O?ESwLHWp59w*L#`;NVET$AO{* z*jPB&SpF;KVd3Wf55~^Q#>M&{jE#kx=f8Sv+#Kxx4~*;ovcb*6%udD({GVgx=3(Xf zuMr-0&i@)_XW?T1@0=hQ=YP5EtjwJM9Sj8H`QL+K`=3REEF3q-e+;v;avilne?x8!H>@dunQN1&R0nA00P$*Z=?k diff --git a/Manuscript/fig3a.pdf b/Manuscript/fig3a.pdf index c9e551304fc26907b41c14ef56b821fc46c0391a..4d345d239b025aed89ddb880867750afef813a7f 100644 GIT binary patch delta 41338 zcma(1Wl$Vl*9MFR2rdaQxcdMBf&_Ph+u#8PcXyY@2@n#31RY!g1W0h#V1ru-I=BXR zKiuzgew;erpRa0Hckk6}U9xu7Oj~UfN`Ev;f-3N!K6Efpe~5m0!D>Clzi1^JQJByi z)ouDc>HuX1?A%khKc7~I?I>`6p*+?>*Vg0?gEiH6aSjBm9A=G8mY1?d(#w6~4z{Qr z^M67BwpULLu-WYf;LX$iDI)lBwy0vZq5Mjn=E1{pyFq+(OjP`7;c5Hq>GmEVxgWVb z0Ggi=O~7Nz)9snbiJvHuQn`*;Hc z8yI$sh>Ke+wZk0l?$>qa8|uB;`s;vpt-0AGc(6D7?4R$B@^^tI&ZWS@pYTai^jCX` z(Yu$Bc`pqzM18%6{?!uPYvujb)3ONwCtO1Ccq@5KH5?%3)3h)B4AKeeb)qQ|^}&!` zTtrLdeacj@*rLvR#Gbx}VBj?60A$#8kT6Jz&#OHJ7i8-wT#H ziou%>wQu`MM33XhQ@or-Cw3YigJJ%~AlEtwGtfthkP`u~G#5fG3V15}&;<`ef8r_` z`2;Vbn2D7Bc&rJa{dZk+2TYuf%?lpV)N0LrsU%!_5-P>P-Ej+cU_s5fYOg%Y|4H4v z7T14?-H<5Y)q=>pfP#1B7vU4kkq;|vf9D03JJ%oAr@EUocEVqox1g_w(zLI)#ubI5 z9|#>?9<&o+2^~F{6lhGKy7V{H`(U-ML{9#uaSFT?+*(@+T}yT90OSWA{4C!dTnYHF zmZRMT0~enWzOQBn7n+XlGe><0a*kXM zeRu(-X1mk6VE7sh;Lg5XthGIK8PMI*@%Xz=4YqS#uOxJ@cQw{gLIRc%IMJ;Pg6x*J z?{{-GrzE|y`|7y{Yb+|A1uFgPoULZh(yzD-FKqUge?X~#cQ@K@`AxeOVl3NOtY_rf z=k9evLL(PvD5dB=oR}=>5*>hn=NSTnWeSM#+4kR{;}i4G3VQ3AJ04BBlON8%^&tSmFu0d^Tw4mnnh- z+b&ypCs;Er)7Xh3)087Nv)*HvL@CO!wjUJimQ*JBT9!K3f=LHCfZ&O$HBRa z7Qg&6X3INX=7I=%Ex}im#$9C4*a<*w7Ld2Ik`w2DTxzU(-te7Nt7Lz-D~;mwQknJS zX|k0h%}{kl>WfR>FU*Z>K`;-ArM^k#>$`KxbLB}#r{PRqc;AK5OoaHgK;1R$hMn1Q zw*iR$lI(sJnj7o!&p(Ug6Y&eDQKZ(+=P2ohbCiYvqIH{ zl&vyi9XR!<^4cY`p?R3=`RjN~^#{FX=vrYtvM%_^rAz?7S_H&-3PU2eccfLqB`}_t z&9{nn3H^?AgcHK~gPstLyvns@8y!2SfYXNwV z&Ok1k^h4{KCBtHHc5{s|itfVj+V>!QNtaHO*E{`#DTHvvea}$O+cI^7ItU)-mCwqi z(5UG2!dA!y5-L|6=!Y6QKR0DYKq}0qDlr@C+!Mk6x575+uz}3ol#!CuK=>q&=$~rSubI|3doxB`prR*qLB^o9s-Ud4tIkZyFZ%W$vcN{%+(;hUOaAy`H)>njm z*fSCj1EPU$ngHT98p@-)mD?*A17_R{P&DHNl$f>!jGPKIM7iBdVpgAr+la5Z7 zvY;kTZr>xuiw`$8skc*YNtw$?amdoP>@inzAZVsO<#3G`ImVi7Tn8=qQ3p3Sj;@c| zFZ2_YI%x;W{Q46QgRh)^CUPHbf=p@$dLI&;yjI8U@;L62KAFeN3@b1lX%rOTw83UP z$T#i!r^;eq0*bF~H^~kFOwG&=no*a=r>qY-7O`i{WA+K&nBsDgPLY-bRQRUi{xLk6 z_Q*V0{J8`VDvD!rq?kZ-F8ppbNNn(Th8{^}MiboDfUL$AITF2@jf~v;0o&L#$O>oA@9afC* zQI#{ZVZh|B+7#SrypAF`=V9yo46a3xLqrS2-oVUxcLiBsWq-v3A&MtIbxDmCObtpe zg&c0W{rcTDCAK;U7)qLt&6FONa9n2g?i4~*Ucc19V>kE7Y@h7T+PU!1iAwExsd4zCR4v|k zLf!IQE1F4q9A;wXIE@|UU|B6zsTT($+U!*zKhRwWV@hu&q^Og{|QNwgPTOmo*V+mS>4Vf+V_b>eB3u!!ZoA~@k(;9c{C zicCz8A-@gz>r~Y(){RMyRUZVo_B_mMqJch|lG=R%1icr^8{FM_ks>eIKCw`_+jBId z>N5@np=>74c_U_e{_OR+aUd~JAUg_y`QJB;I2VN$kxU6Oz7lzJ_Ew@^_1o`?zkHEx zB?zy-M_%ka}cFCg^u{= zG<`#~qQHzzbGfdp^R@GfaMpm3Z%{c84fS4n`|ZaKA~9tyBzr zB6n3VWojlmm_H;u@O(KnKHDScl;u29$q0t}0l9oe_$m`Hk*K)13FMgi9S*x1ffboG z7o#?1ieuR>jL<8MhR15w=B~DqvDWq1wH8#zh?AOnigohSHK+2WMu=^+`4hcak}_KG zn4&rp?1iq*}$-3P7J7cG{h%Q@=66y2BMiepuSJ|{z0s_y9`ZVaEpqBH-_9*sp$ zz_>}Zj|s)cl8|?&u@47JkHh6p{d`s%(b77u@x9S3gWf~EeaLbZ*2A(Uo?34MWB*S5 ze0F4a5DJJ>^%!(!wlwr(c-C-EDB795LJwxU;OTs`n>%3GytIY7#J|2_$rdTcku^!_ zX&9~%u=_qEK;Wg7rxZKQ*dNE~WrqlFfYES@O-+_$$-LWq!QO6`9wk-KrsANUdFN{r z(NeGX03Gkz(aK?PXWE)WAdq~7niwoyBP+7@__tZC!NR|5sToaNU}n4iLw>o{Z)oeb zReGC@07>jp?fUrjTytA(L#NY6#%4P@x2b9`itZ0uO0yM>bHWBm9}gL*RyvcxE^Ln7Tq zLm|$GxnvpZf8L3XJ$)w%v}@vD0jOWHCyl^D_qA?DHl%SNUM&1EJM}KFgB(guqToA6 zYsb>+#Q&xL&Qp|)xAL~YHyr?NLYP%J-c;yyoCaR zo&Z<|h{C9NX|!r)K^)sB5=i3F7x}yt>zm&i6%g=~5uncKmVKd`ff)zH>8&j|zsex& zWi13hB+<%Ft&>uj;6eFz;j<;}k$JuUIH23sQn3{a+X9`N%~wTPkqH}R zK}+$NguZ7~6uQOoQT1;qvZk9(GH}#0I|GGFQl>0q0*((H-FuJe&Q`Nx%cXZb(!_6LlL2deX zY%LjZMSzL1!W(G0Qomzk&)^l1a53(`bSY7D2q!!1_@S;)o5tPm^Dwg^qTUO5yS2dI z#a=E4FOcddSn_ZMIGoOW>Uop`^JU~67qz)G&gS&U_;rln-P$+iW(j{)-T1n)w(MOc z5iKCpfKMNgChl!Cac-aFv|8=6(A>aC_zI5iAUpflZXW3FUd49ph%lC879-Piz6<_Z z=yH_V`o>C3s>$)E?NmF0KjP2VsrvP0vc6O!G=WOSX8l~KFnH_0E@v+|6UV?*jRGHH zP4f$MVUwE0*5JM~-GJZ4w7tQGyjp*j=>);k1>=;ALtu&KC)vwOhYZ9=o1!nk{Y?AK zy9-CDZoq)THnnCf&hk(|6ihb+@3bPCd;OtPt=zL@shF2n7u#-<4CM}(If_*c6r#tL z9h%!TIvIWVT{_a=d+^j=;ofH&o-fii*wLf1;jd37+>l-aveC7h{opOQ!#I#Xf3-@w@rRe4F0;Vl=*P%@`@&AI)9QRJgC2?$ z)4z?2*n?WvO@)LwZ-moYx8l!i-Hl&l>CG!bhz$bBv6Y1F>O4apB6JwX*|=eGwr6Yq z8(>8e3+2yT5*ArwXMfTkkr)Obx)w**|>>wCW8v_{tfjqm9MH?QOi z!diw1=RPi}wQOBZ>An&DT&tZsVB;~9O65KeeXO*SD1q^(R?vfMJsXCkzECxhx6rj4=RqH~pRuiT7(4E(RKFVc)fGk1Z zo5qF^WC1=96W_m7RTE#9ItB0-WftMUg!;5|hdTnNS@*GAi;arNe24&u^h#N1LIRyf z)Z1^l>8G^mM>qAywa|M!p?!5KGZ7NE5LhUn0R8(`f)D1Cs*EP`O{+wRlKijjy=1!k zAZ>P@Xq`n75wxVpv~n4mEgx>+d7^OXdLrtZ0?!y(}gi%oa{? zCPwmKe_bb+h2*vk;$Hk1jtejyvIz%QWUqwewXiCc zz(KpBK zYHNfKFJ8E@gW(|QV1X&-$kHdGEPbWM(^Np8LZDIxrkC{NrVl80yo)p2OhKmLF({z#Wv zUA^n)%MX7yTddS#bS)Kz<4fNpt^Zt#ySV?9s6y&AiC1W_=z?AYt>qTNGi++ehitVK z+HFcJ#Rt!sVS88BzXNhjbM5ep<{7;_&`UlJum>-BiQ2nG{U;BI;TR}F~xlFZ<&m8ikTxZ z-?O|#T1^2FqVt<@;;ngmO0m&~?eS0)u0NPBVB6Ju-^~yV9R^+>r=Mq1D@^ahIfi71 z{>d(X_|jSA(3kF(#cy{MH?9X80QVK!3JU^R^(Nbg8_r;8b8(MfgZscj_YYw;eub{T zS;qOS({>FCTpHE1AUQ1S#g+a#`#dG;6}LHUS@Bgx30}rZnYV+D4Z@XO_g=+pdnqmP zQJ16EqLoIgeZcM_;x3quH5_HNIusW*(*}I{hbnbMpETgku6H-(RFSja3Wem7hC>US z#jF+?wpAAYTAT(-v~BOhaj#k{n!89i*gZ_<^m^N#f^@F97Cm>|2)hK7vjc@8T-mGH zx0KK;)e3|73rqR_44JsRI(+y^BpA_s9;KzY0Ksz(1xT1joQ3N+Hf#2GC39hc-gjNw z_9A55tvWXC8_7cQ(j*DK0g2lp3vj3D^w!b)`vHAU;3{qYeTC##EkZ1o zP6wc7-_rTCMe1w6k2#=tEv?I@UWkrkXN%!fEfdpt+)m#sCmQ!}3e&EerK2Px@ExmI1hC@7<|YHa?xGjkTsL z$Su4iX1%a6ulm*f3*(QioUj))ll17q8*>9dnCG_1CUfz_j;MRg)0GKkM*s$G9#U6f zK;HxF>a657oxnkMWJ3pj$N!r#hWLp1e~xXJ-$(x&XHURK8jdmg+iw8X?j2}?wC%-!(g>zSPl(F``8##dn8sH z&wwCF%jz{eb9bR#h{;&4AVGY)rOKS?QMT|%>wON-2JrcOj)Ohqh%or*j0h179KKr<>lJHLNQs4G>!h-63_Am5@ znW9qWYic63cM#jRiQBy5q2G7Sb6sXj5t2EjaU|m`xzgBIM}F;_>c~L`0`Eh2NLf-| zo)}`Bn=RZ2{8s-lfPKPCb}fC+@4*(`$FwY#6w38`?0g0L267Y;x;c|>T| zc9P@e;js-uHL^N0UtYrdn5m z6T%RpZkH77ZL?ITYXxtZufX^%g z5sV#Pvr}=?SefUkbVM#o+54GGX~#V;@HztS(_8lkDtM{w9o^xw=gk1{GhEu%c?xcI z?U9Oj@o(kpc8SF(dj0fzrgYHvtThlTUOg=?;34G{>?0dfMC)Pl%qJk_Brj5bls-`& zH2%BB>wVgd+#BXj^7e^M>ECo@MR$pk(Y5288jA;#oLl1S#<;$F(PZJ=k#*ux+8AuZ zE6}%ERMOj2ckHyfkh)Nep``ks@wdiS9F9HToZX3E?|K)9YZ5mCT@#V47G}KEut3!7 zh8776|AlUA<^Zz=!gK9s!cA?Qu|aIZUS3$s3!qU`H@WGBntaDd4EAE=UUOE{&)!qT zwQhb`dvYzRV{Fh%pSQ;;?7NnN0L_a}le}3@ofW4g?zrMoMu~PWNP0vjUX&+_YO3*t z6iDA-kMjOCBp?T}tX@E6$0qdAKJ+Im{B*mtvgcZKK$MD6Y{r1iNo~NEMtPgzVTp*B@?VVHBK|pqT67i)rHe?i8Ttr~- zx8e!ClG)!~3?0reP12RnX%aRgsX2Z1%5HJqZde)QPy?`GdjnD1@@3I7lYnuhiAFx0 zA2Qitx$fLzkadXkOdKUgJd|~4JR-G^hKZ&dH?ZHVeAwq2IOc!^R$%ll3S24(`)j`X zT#V~|iuak3OK5+kT{Ion$^JE6x%rt54pZZ0Qy(My>Q2+Tno=Y1gqug)r|-*p+>_q`#;&KB-yUf;ySkc4Xbuu<>M0nJbPO?U&~6ba6BTnt&EE2(8SX;d5!!3wjC zC3Qfv$MWY_x^G0;3uB81mCA|X`X5>Pk{x zYWdEWVh=ze#UTVF2?x2_NgEu)yuY|hSQi#^Hil4E%2ZTy-EI4AMNLow zW&TbI56F^U{04LQ-o|%u4wFTQW0MT*hXrT|%3sv=CBD`14!Li%xvEjK@19e|X60RN zul#D-$V-@zJ>?le*;XP$Kd2;#V#&n1YN-~+siL-QsF)ZL*lMF-ZppZ!BT`eK94pPl zDI{Zd^Y&{F!vGnUjcyJjIBPDRMGQ$%+n-ZST~Oc9>_&7K(+1A$N$Ymi^^ub;(i8yO zyb^kdCH3zQW$m;nit`PvzB?0RqVqGk0*S{5h|+sWsCQPqqcpI-(2th zG#bY9+5x(RsvXI8+Q*vxEiuOF9we8X2R`+&#m-FBOA9QcAeY$wEKg zf5S)z6_c1z#L(L*-k^mt$Rx0007KD2$4Y|Zx<};9X3eLAbhaHijFApC+jK%$sb{?% zdIN`WPR!8uJ2j(s*;&6`dp#BLWC)gEFjtemX7T~mgq1zPla}lCO?*W(GG^5>lOX4!%>$or$RJ$NBE}WolD|dn1oIgL7>bG^ z^b6UTT35c2`I2#3&oO^=Wp@JFAXRDGkD3m)f|y9LXI)tl<9{4INi6A1vm{S>a$6$| zOXq(3VM0Wyvr=F5HVr8Onv1M{^WJ6BGA~4%uvviny!>~ATDA^v=`>~6vo+~hoA^qx zA+@Z^hte{iv;Xv;ZIrAoMkVnwCEo!_@E0{N5^JWi7ROg8^pGc+rbuJ8_&DeKAX)L5 zI2a12G%P5{%gA3mi$o*^VWGL6=#KZ?YbK>Q=cqe$A}L6QK}(!~4UeSjJdBqtcYOW> zTT&<Ez($H zEEbVBr|-ar|Fon2BvzzC(ZH2eJJYDX6dMvATix{N5o@FIA8Ckk<_B?Hm2A5ecu+uq zKJOU1BD+x{*-9w@`K+5rmV4bVoQ@RBkPf&00JgJb_Ccb?L)dR~N^1P^b0^tB)lgBi z!;HJ9&2%Se><`T?%$|@9mUO$HiNSJ>7v$W2ABmc{tgJ9_5S2eS)`ac(eJ5JT2PqcK zRg+}Jd^apGsqBTKF>eW*-F zhYB8L*U0Eb_8BSRA=qiv5L~#ycnvyL6Gwg!8I68@j*C84hWkWnV3je^$>M+%i{4m6 zoI3!By-r(XHElD>=0o$13LJy=z3BY~*#>v&GgdPQVL^_$M8BF#9+M9Gy3ZpUDcuZv zm9bO{@J|47kmR-MPpXgN!r7p7Z)+4$b#-c#*~(xh$YCKWxSQu&A;-8x5h&A$lMzf` z-p?6M5{u9*;g|e6p$SLPA_r?KDS$ zkc4~m6laG`oaivsH&XO-V70{83ZB8)pqRc7DWe{4)?sUBf_7m)zFtlYX4vZ3ao7=d zeo4g711nktYLpTg5a<3C`}Q77fqF`*@O58d7H%7(Cxg9#*PoZ5zh25#imx3fA+Cup z0Z@~ABI86<(oVnjlE5uPW*@VL>n+2ki4rwx@*~sN{CIZWMi0iFy6Mb3%9zN+Gu%NR zGx01uq+b0*rRb0q%*ox?ki=fo8s7!j=)U8}$ixB>wdj!i2KMJTs6#>c$?WYW4*&h6GB`o)T7=P=*@eTC(%jGUKEEXzeck136A1e=g{Xo z=2)3ZiNGvUs1+OJHJsYby{@hFSHW^&mJL&;>qyV~yPYW}!2_x#yMw-9PFF@aTV{Ry=jPA&8=ARC^G+76%K{L4iNdA|569F_{F zm(DFt+hTYzAQ|g7)~bM?<#kZ*U)DYQfn>{LhRx8e^X%!GWcjH4135SYZ`nFw6D3c# zaBP1uIS;6UwK8gW;ES=bo=jA?{!u`ROw>liE2g)6-I%Ral|jQHUk}?HXaxMd1qqK;ECFyZF7%!>RytDWo;1;# zmDllg*1(!lKaK}0s&dL_{LRy8{*(gr$celoon6wzoLqJ)nUjX{N$vtG|2CNI3oG}# zZ0UXoC|9}20_^VNxXlcV|Jtb^u5-ebSM~3#%7yQI?R@pwGZ&)=F5)P8-n}uBO~*oLfX_)!VB2hI&G6)NEh9a$*f96fa+RM@S-H&m z58BBsX_`X`AV$R^E4F4iJ%gyV{OowtZSZ$r6nicU1l}N#u2FnCe0sK=oEJ39<;88C zcnFl2r8JZCGNoh{wICze%_)@jEq*RBKTW{Kj3v0&j89K=PAKPYD1fIvXAxEER`#jL zHaIFCSSgjc?adEC0*7vUJMmI@u?`M5 z^D~OskZ3p)O{(HsfirrvXw%`J+_`Lpfv?P;gTAj(rc_RL^Ot@pyZ?tgsC}-bL+fWI z7qXx2tR!5VkF=gKs9g^>xa4$sg7VCS(asB&Dh;cVLFJaCZq2j7NGT-mBBpd73$ zRMAPKCTj&V(rY4e&TNKjj}{Zom5FN>@p`3nuo+O+kjW2P`hPAweh+22y2@#aJ=K#P zn%~?&*3)=&myO1n(7zS+N->f6?Uhmlfp~`ni#g?jbc2`VW_5y>>}GZToXtt7n_01y zE7`YHyAyoK?uJ*{R6TDdR=WYXHni?mX+K;mV%R*qjBe0WjgVznqmnhMS~{ zCXGI%$LUi3P4Do$2xY}tF0 za0BA{F)hP%Utgtha0iiI*XnrR+dGJ?&Uby+J?pX)$!%k&UMMZK5ZzKALt)w zCZuD{CW0)B^9hsEXqn^3|kr)H6}r%`R(SWQ%5>NiE$0?EQb(I{ipxYky-g+M9A? z=e1;2Wi&;UuBn@Dy-`dLFJEC+A`ikq#>vb%)3MW!#q;}Nma4C-VTDDWyUrctb+c}D zQ`TC64W1JIlSX#R4$&t|RW!0PoXIKq!9z4-Z6zy%b!tWFO6(%ctCjtYtxYAyXE7z! zZY_t+>&N^apbdR5^v!jToQt(hMRDD_MwJ2)7z@^#KyCiW1M<^^%IF7>_$g_r7}NWT+EYF+!1q=F<)O>ayMlA)EJ=Vzj<`&f{9aX#8R*5AXb4edtQSXZ0E zsz267s57U{qSl(EWK&5L*)sRbh89m+4BS(L@9y>XoI?zGy#0)SvYJJizAb14E)sn!y-su@cqMYAX_k(auA}{-Pg9C3_HdUh z&i6XId54Fn;uoY+>yT_|BMF^L+cS0S!*2$kIj{6QU*Seo62G{pq%Doo^foBCPQjfP zckWx|((o8l@{__DEn5-nmd)j-79u^7EvTg(;HAU46R4f3o-nfh~TGx%C<`n`v))U)=* z`9y3*8KvK+E3kQ|5Dho)FGXeCoh&IPkdQRf(v?KS)y=lN`R?wG()_;iX?qDpd3zj- z04eFE*ZCH<{mQ%WVd1apL4#7sS(AhCVsG!$NRLu$tW0}O0hgH!G;rae+u!!4th1kV zGwn@p&a6e)F068G)toZuh;=>w6wYfV&0oL_z1}JW*)+TABsHsY4X_yv5vm@6GH?1o zp~Y*;+PJoCY=sBpn_Ow|~z2y98M ziQ%x@v0-smfgm<%nUhg|qTJo3l9P0-aqVWc+5j~ZCy5edz7(gu_wr3wM$vznfZWW~ zx#tj(xFku4b>r&BeJYoA*;J{Pnd zRlXRZjp09FMN(Dl$B;F%m37%Hp5N3yZ*O7dW8i@oC~Md%iGPii);i%L4C){M45Zr+ z)@v&ml!5se(?u$=RJ(N20mGoSauIgFFJVef<;>^wiWUR1dH8{ebxHZ-+R!0Ct;sIx zSD6mdT*=zweE&7+v?=ZxkZ4d~>GEHJ5utxxw}R<21zAoBGaqXE=^9u-?w7V9!HVaT zkn~N-kkk`r^69HSRZ2&Vo8g1uLZK}5-tpMS-)g|dUv&ypJpeRvN7OIo)A8Nz5_PjW z_XTk)*}ip;a-qaMS-B(kHlbh-Ob#a9@?8{|d+jMRGPImrp@f#ZR^lWTy{tiAzkipq z;u_zNplhMRfss(!epF1%Wp|EDK* zKlD0cBKS%nNvu(dvczn1svG>NA=p3*KjJHDp;FDKE?eLm@dyOuF1W^Q&?Iha@`Hn- za96DIj<36S6?VF*mYMpnJg8{pYo#Xi?q9CcQgFg9I`I1%UL@gxUCE!^?5FLb7@_As z8&ga8s2FIK`bDy%j_QP6bb`oxZQ8#Vanb^3`*;riUvl` z%eL8-K|mX=O3mH-Q{t;nJCH=2$?K|Y+ITU`n2EPWBjTc7uzmP9;ZaZeho0{vcH6lH z{BxVxGww4~yt}^Buc+oWgK-abqUMZZe)sBdiU^!(^s5++2Zo8^J&FFJ7E#^|mH*CC zIiJEwz(4${N|$?-o5tke@prhVb$~B=oSXPWE-J8^>+3>=M?QC*UFq8OVxri@?916J zqJX1lM_1h7mpX$3F;h4|J3`UvwSWhUM}irnW6M*Jc1?pnzEk!1$UBc z6J)6F(qBxN;GhQue?;4T4+v47-_Vg4HjbL${a=Vl@|>hc3Q>Mk>^yP#^5fQB-{X`k zF#csCcXPH|N{|F=)T|GM)3%ViFf;+FC?LRl}k@kO6n+aM}??=G?IrYD0KYLa$ zkc$0x-}_AeUusoExH#~iWu|9{@MkB_@Dj1lYy^0>1^=7o$cKOXkKFIM-eEQOzv+K{ z5+$z!^DLe;66csYbG=UiSC~3q5s*mu6DN~KnbN$T8c-6?s`&oDgX zvG36Eqgv^!c_GbIT`Q761dx`*)tyFZnnO5&cHEuq(y^Nw&fK!1o3Z(j#~9Asu;eMU zojcF;Isq;NRgXb@_nAn~?r^b4XB&x== z%%+SaB-A5EBqq*1Zv1A))Mu9Nc~vD+b9^2GV_hC=igS)DIQO34Lq{3tWg-21RGJ#w z+%}RZmuAi!bX|Atsdjrq*M8@A0+bhz;OaKygSL~dLrTN_70qEEX7h6Rp(enlW)%Nj{GC5 z&F3Xta1EIFQh{IZY`xHo9((`fcI@Mn8KieilArs)q*9MM{*s?Bp=;NzW|Uv`WO}sk zJ3q$!$(8U#GXjEV$w5h^Af0zNlW&q)9_?zzdzYjo5Krp1#B5WWdIsUaPeC>i*iKag zT9A@UGw;sn^zyxOg_MMeNO+lSA>5&wFRv`Htd;pC;znXZ)bmF1YTU%0y7^w}3i9ri zs@o_~<@f#boDR`u|6!hl19h3ionra;W`S-V+xMHJO91IXl!zagMAP;&%HpNVyP}!aVQ@j)5_6;Nh45&=UBC?W?uzK zrE1>@STR?~|0|n4#N^{zC`^(pg{R3|w{Jqe01`SddH%M&xJqK0!(Ps7!6Eow4 z!}oIa02|1NM%8HUEt}q|r3EBtwuSqel(KinnnHfy!>9X09RI*<_Y6mzGPN&N?YZYUTsoqJiDjGZhLLQd zPtHVT?%_wAxkg1b#!iw(1N$@UQ%pm~s^UwpPwh^3c@oN!n;@EVl|Em_@KK*odsT-3 zgKeI%%A7sIoyl};Mm_NW0c0m(4f4>>)3Jd*5C2$UgLP3x;z9B1DC$0zKhUzpf(T8P zgg28F8%86~*wr6A_dV-+D(4p=i+Gb>JOL?D{sQMvD_t=vvGp}|mg?^&&b0N7{{Rz;o~YQYAhUOqhtx zqeSgu(^I}%&t%j|d1mN*Q#)vUZ^%!#e{63ky`ILRCNhRI%Q@%9b1zxse5rJ*h;=HG z@M~geUzR$>XnIEK&!=T4L7h`gCqb{Zy=kF)Phn~wU+ZNf&O z+M93a_)ONOTC^%xO8jiRvpHQ$N3;BwjF&`aU=uTM<|4IH@Asy6%?oBq33pEdLn@W$ z8nh{BqB(jFN@H2kD>Gb+0Z*$8KRmifRvkqLb(Gr~gjUO<51@V(?Ny}2zootYHMvaN zLhW;|{moq4gug*>ae+_Wz4lGg=3Q!bPE&5lX369|f6(GULA zQj@{#Z)ZkXi5zdP^xWW)iQBoJYoZ5z0m5!-svQf>&A^-|?Xlg65GqnIP`8yeBf(oC zWFw5K>oA(`?=}NucogHGOl9ys`0}U9j}hw`OcQycb&YLtS^ z;O1VN`Xg4;LFc$ix544v-Vq|LPE8JREurA7<)7uq*-8dwK6Ea> zunnrWY1@9Y+TPTjD@!SR5A)7GS2WlY+0(oUyrVa2cADZY>n~X>2V<0a_JZ;)9dN|V zX7m0rI7w@I69nAy^=r=!X4Cg7r@%J)Og7o0Zw)WXoS-nl7L%kBd>i%Tr`_LkTHU{d z-TK@T;K=|iG6hk`n)i{%JV(b{&x!6Uw1OZuV86-0ipDLo>vxw3v4Yr20zy#QpiuYxkq0b*73ygRMs5Qo%qm>z09nFaT?Pbdw zuWHj~Qo7A-9xaeghCofHtXT4{GmN}>mdt(W7fQs$UTInqjB@DRdwx{}_if>MWk>TE zZE46h?-DF%dLvyUf83;Zx$qJs--DNg@9wG*z=w;o-DYwm?Mswrx*SI^CQPnpSQI~-5lvqyN81KG)O6vdw}B81W3J)mjXtm z{*Gos8>|#Z@vh#gPk~ASJms4gum5JdT#fxDzLFM|T#B#dd#Qi91ZDW1Z~1qTzd$U* zi#siB*2rJZ_&~o8II0K915vyYpI>lAq<1aTw-8+xI32nc5+qzV4vs3|D)cE@cSXMC zOBkVhKZ!~sLXr9LNGp~Pw4G4Y%D~7g!+C_!yP~hB#8<$_hHnpf4R51(-72q63py+7 zL(WTk@6jv&G6JePK}3`1yZ<%uOM>?43=>VMEk#!Bmrw67<=uPb!GLc?>XFVVJ{{Yf zKIe@>@8X7Q>WycUVwb#Jb25T7x2gqe_lj)`Lv|oRUkoD{&N=n*XU1?W6D4(F37Fx5 z#v!HDGhGf`Z3ZpI4|8NAv4WCr5&qc9_!N5=M2%K;hZ~R}0uF{(c4Amjal&_8#oQq_ zX)QWo!U-?C!`BkafT-i#PB~-h4ZKz5O+wVBaC#3@3GMGxaQm$hv@N!TK)P@JIxj*s z@KvmjNyRp^nQ@Fw9BeZh!@Ff|S=aCqm$guQUf+X{DbYYub#8@0zrjw_C|uqd4Bg&aac_F{{F1HmeGK?IJ)+p^4}0!9h&7 zS?T#5lhw!1;)4|-e!s*^RkUQ8>@U9K$?sbilL}uqI@AO-hBU;<9trVlJ-zl5JHS4U zV)ni*LR#h&_z8fQ56D@iwKiY5D1JR&TS}M9%3^=To!kG8iF zrbEE>e2B(?+Qc*>uk(6N0>w{!k&G}vMC(s$qd?&~Ml$cExAkst8EshL%uf}f_l(;r zRF?k^Q~=tVMuD`Ye(XR)a8vFUgb@_$qGu|oLi5PmEphK2nj|qB&21Y$P?2DOqsR45ZYM%=OT$G<`Wm?@c#jpKxx11AT#SN2_QEQ z2WShBn@I~OKyDsRHVYp&JyE>?xtUV*1<1|RuP+)7YoDgI&~WgOt8{bWaC6T*8`KS3 z-97LdmmxHNG44X$rmA!yur5za(Qh-YM+0SixW1rmGi_y-LfdBdMkQz)vUjwA z1Z|t$b#w}3o4p{guCl$5RVEGTShCFt06{Qg15ru`#8$9hQa<7*{B7V{C5 z7I^G%Yp{m`JLZ3hW4sR1_FLRsFxcK&_@+LGsL-O7MmF zGS2)EU%Rc32k&x!^oQ<(39YLuzH86@Dwu13w+r`yx%NEK&|I4`o8LIs=G>u&=2B4v zDd~_Rx7@>bZRuM50AA?~2*9hEI~F}u#Mc(Cu7EGOgo$qLMe+Kgi})Iz!yn>ngkKEs zb-0`1@(^F1@L$Lm6ys%QF{sAdLVO*9u~-7n$QQv`756jp1w}ZOi7y1E^)v!}smIQL z#|)TipAApyMSMXKCKuxCNK^JI0EpzSLoagxuOpa10bYodi^58|Kc;&L0yE!LIO|e? z7kO5Fn*lEP z{rk56i;NeOecy=Ju;cAPyoPfSAH>V+zX7jB)YZ{GZ^CN?G%CVt$jo~KUZJqWcP+%Q zl>J_SSIqJPyt)$K9=@v=T^78nrzG&hcO@+M@LjD~vhZDLoNB;}%GfrcSs}cCnoWx$ zyw;q#5HAC<58<^cR<*ncucA_l@JfPV5HE6AhR1|>LE!?k6yhZ^OW!8jR%Dh=B*Y7f zb{lWRD~J#RU}SktM^Yc?>-6URfxb?=B_HVPl>cKX=xgSpi}}jB{XkzcghfGLDcWM_ zOK6t-+=Xu)8Dqk?s2K1ldMg`$+R$4IDJx+ig>R*Zhw&{YOzz|JqPKPz?rF|=fzs3m z^Z~lIJoo~-3S23oD>gV3hG#C8p!mvoZGmJ8^4dJ9737t5s5z~R1ec0xq30#DNG^xa zUnJNtHE0g32SFt7gHBFYa2MxP*me`RrCt6LD7 z0~4907q>95ROu}Y3?3ZqbczEzugp;5z=US)$LEECor&QT28QID<`bC%JFmRTwnUJl ztNq7=fu#}_jk_jT>;4y=C?MGBNFfbk#0G5nzd5kfM0z+d+NwNJfnYNOaXOpfoEeGJ zS+wW$_Tu5dj>JhH5bSV&hy|NRhK=C-5y5FRjG4_E4Mm3SPW^qbugwmthx*z)_ZQ-| z*)k2{mD;eTw-)hJZTr0Otr#s2y*2DjEPAUONC~~QK$`xm;9GHhKde@I85XM*H|4`> zHK*sng^9vfP_#mu-lC!zs@Sbo=iL#&FY zp}h_d?uYiuR_sB4x%N0{i{*;`z!{50XC~cgd8n-ZOl=^WcBb3&US&K zaD$PoMaYvOs4!X0JXs|C*~0xKbZ6IjBRjLg7mi??8Zrf3Kh<{-_u{2xqfHBII0 zHl4`eV=%4N8};I}FyCq@gwsNpY)DZy?()K*hSPD6WMDGQ5@u9te+K1BJ;*}2SfO#T z!nCF1%)lhLB?L;uQ@E`o(JC`pVxTrbY{g{FLc&5|9Zsn;fhFci&$Iw6(G<&zz&eVZ z3WAjY{)1qD?cTmUe3jY2ZGB16U244i8^7LI)LJl`vO#QE@0Pm%<;3$rrmUg|X-4FV^#4mZ+iQN+8q=_`>Rr|T=awHjq9 zbZdaZ>2kp7&rW zb_>I%f8ny2@c(&XS=Gkc5SB=!>&0L#Vv$5)7KC*;M)N>eX5a&1kwj|2vao_I9O{}$ zE}N%+uz)pXUp7zoWc@y*)}GO8Qfq;vy*({-yesH3K0T19)xDz7>53H4cJcI|s zp;@4YrcWdfHL)S#EO6xFRoyPHe50ujI~gIPVKz^C8tO&2o4GCU|*Om}kAzoW7v@vXqBJe48qM)zc zi>0A2oyas&AzoY9i9)=#U>QTj_n~mF6XJ^sC6)~ zh4_!ik>bFHU(^BY2a_)>1idPo%u@t^g4ShK}8c6)=iH57~3v4xVK za82d8tMB&25NWby|!_dz`lUtatk+^k1 zU)Z1+Ckx}%Ib$!9#CUZFOCQLqJHs517Xl;%N<`B-Em@IWh?&gVk-)X#v4z__ImAqVkBJP?TXw0o zI~3U*g_Er|VuOK_2A?48{aXISg08kuQKa&9; z4h;N|66ei$Ed)4(n1%5ocEmJ!LtfxF`sc-XVXv&O3gbl&yAXviUOfe3it*|*98-`k zY{Scg(~a9_wtA0jaVem#_bMYym2KxXE?dM|=Y zwY-U4C>y*`u%4)Aputy)lhe4ENw6l9d3m8=w-l_(C>Y*g&3^&ET2f33`~s{o z#2Xxnh;rY2qwz|~q-y#QQbKV}nDWrC|U`63I&LO@?LTTm>pA7b1Pyo3ePLQyRR zXSG_GFT){v`%!aq6ZqkA5;|*5UE+t%T2nxS&E-g6T==`#GtikLas`MUtR!z*DbjtlkpNLX?15>3n2(KwhOMc zPGU2B0YYVJaX4GhDFsL_>wxQnMt(T5F1#7KpVDJ8+7_ zs^k-MSPLbSBLT72gi;E`T6-`#?36f;dwLuVl|_PLwk50<2CIOWuv#e;3{;D00PvUz z6A7!eGHr=>E36jY1G8GHn+(O^Na!u3Vw%H$GQOpx6`d&jR!irq!nf9Re=JyQ^`4<% zE#;^zMQbT)_!ZV#1J)F+wL0=&4bm=k+r(fuuEl_)Zge`Np)2Jn6iab-C~mAMehY%~ z`j_gWc3t*|R2Q|Yu(VyqJHw&6_vx#4rIz-3yUt*ihP+y(x&-oK)wR9e$WDC~n(mq>I3kaV?^N zM40@pr>)wRWcF&ShOo1KSbC^oEf7)a9%|Q-iX7EM?K(0O8|h*|TY%kk&hEA6%}k>; z=H6&ZFUo5Vk(fqnS0Q)BeeHInKHQgoYc+j;`l?;2@Kb%&uB{rIg#=3t%ZCJG_UQ6? zqhOm0Jp=`V;$c-JSgMmhB-n_JP$<|i%2+7a$je$JSaLqAWg5~8RL8b@rd?@`^59~_ zlW*Z-#Q>&b8Zv!knn6M~3{n|PEnhMWncUz%3uV?Fn0X+xfL{wJGx$3od2|+kW!9Yn z^k8N^UH^(Q3+KALF*CQjDa@>eEih)5>bGyE%z%`bvW1c{hBQ&TQV;hFW~PQb>6wNk zCGlc{%*cyr1ivXW#q6qO+Lf{w#gxIFqZ7Gp8c(EG3KElh5ix3C$g|7AwgS(tHQYeR zvujmQ`^}kM?&tb&W|xzuAI>a)y&E3Pj2_Idz}S^eWahb~>2!@L~=-EDtYs zru$maVP}YhqQji{@vvb|5j@x&=&T-d#fHrgRLDHoM9#T?Tvw9?D2B7TjZRAIiy#wA zr*A5NEFF9Skip1ga?vJ*Hl|MGPEBc@2D)w!3MM%0$Q7ki8uFH|7aOL3Le$zqJ#biI zLTQ7BxTScXv_V6y?fH4wutiBypEnA&J2&D%!4mXf(t^ z?u6=kz`?XVLt2_Uk(u*4dy!W%KNm=|x}0&{Ia8#u`ktLV^GMpBA(>70!z>t2iE(;0 zLVBGoyjn;vq{@lj4e52R30#5nf-@A7=Yg~hPy0AjI+ANK3Y zcrErTv1GGfi_7(Y^Qjj6b=j5suwQ8;n-*m=H7V1gY$3KOz%YE+Jb%xJ%`-zWgcz(f z^{I5zGPq^rv97LVGv@GN!<>p9So)aFv@R{s42gkC@h#E}Qu{)h!F&`e6w+)ysF$qP zDfni2ab+_sb#Z0WrIU=6DI0bRXhsW_ASoxj!pi0>V$E28859vl?ol=mTU(*ZoE}qD z*&^0dhnOmZ&nq->^$T{S7Ym2MWzJ<4VZIfYK+iCV#E z-6vA|XW?m8g}&&tnP!@y(-ugY0}D@^NxLsZ4XKpd3sIvY%Rht~Po#poMWoGi!Ym}M ziq{vBhMdfQFF@LiFQS07WN8+VHj@BQJQ@_AMtPh}r``mu1yP%6MNx>_+?=Oah+1*B zg`bhLZ90+pvzf$!!q4WGdmsF4rs6~4XMk}xpU6x03?*OqS*4a1el~}_WQCt02~5=z zi$9yGQ&srcOh~2hvl-B*_%k?ug|ZfaHj7a+el{O}M$P!yOeMd<&!DWk=r{9cGplcP z97Fo6zurKax3w=IZ3=GWiALI(LSo!TackJL}b{E!>&12t%T&lC%?} ziaTRn^cIQq6XG;ND9oKP)zE*YTvI4Aat)p-Y4CE}FzsWYxa*3*GZsd_-sBkzqwBbcMYQD#glT;G%#a|ngX88c%J;gIsw zA*Ta&Da?#D&iUdMW`+zw18m03_RUd>qRe&|@LV3uY)^~X!p!z~HwrVm6*>8fGTUup zFArw67nKyu44FY@$X4f=_Ts~wKA$|orP__{d4-BR+tYk4;Mtxsn+2Zjt=gCcJlj)$ zLlfP`=y*q}VJRx~zbXn??Z>e15mV;&V+->N1;Q9$Lza|oYXG(?MqU6LYLTy@)!1$V zwa7)QgkOWlR#=z$we9i}9exd!$i>cuU%QoE4Ka#e+p5u8_%&?#PGM)}*S4bh!mlA^ z>})!b`L!)IY>HpoW;$b;Uqe2iz^?FrYnZJMVK18she6Up+US#3opE^=ifFTs8x)y{ zY9{ijbU|ZgD;0B#LfE$Cp%=o2lHCy)%|Onca7;06i%NEXVcNEADw}5=Cg_Pr3got> zv{E3qh52}2DYvaU3x;yTQ_?65)61hAcSUqfln}W@pCycCrFn2a{o^Ve< zr=Yc7UBgzo%DS2^31L&2UCpb7uwm^}=DeGlu{dujO53W2MS|KESLf9aH`UftJEWjC zWOM1y0<|%jOIR5*ix=f?se@X2m@#>4SgA}cA#4WUklO9@D6ts6+sh=JGm9%vtJ<0& zPwV`G!u74rGn2X1+p+(&v>6fTF1EB&nCa=klE zEVLZbq;yk5%k>z)4++=PX|h;2!B?T)da7DiZ!%=XiJ&MBuCEz^;oz$HY;ka{268yK z_7G*^;Mx_EDAZdOmM!Y7CHudclVKw+N=VQf%h3jdGxgSzMqJc?TT2Q5>Q08#B{f|# z^tLcjX?&sH+H~=NU~jGXns9F@FRLa{;ogv@qzVkx)eM71)Ka>dp*pQlII(d_Q+n7q z)SFe}QZ+Seu3=L>&5*cseBtL>nobrzhfEC7bL?oQgd+op0qUANeH2fJ>as@lPG^G! zbq-;-C+ZP58uWtLo;I(w#DFm+-P8Q&< zv3dORc@cMTMu~I^UI(J)YqzqLge`Iop{|SDk3#2=u5*1s=hm8q!^y2Rbj``FN;Y8g zG-7ee#L>?P6}MJj#!zwVEKE-c#Yn_aOfpy;^KSHvL&YI~tS5pqRNR_$_b_m*3444B zfm@V!qZvIA+l8B4{Vy!i*WgmvE*YN`7(w#9(o2^==Cnx2Bm? zxVVMsExMp^ap;`kUS#fRh9%9gnp>K!DXtcFjwecYGG`qly(RD*cQJIX3b1oN@fujZ zz&I?rt7x%*v?oIfm%!j)aBG?xUQOv<)qFHq9MelQqo;$}nhKtU#Z?IuQ*cZs(NbXw zu2m!ICCnSsLfX5j8O;m*bTewq)B!=La-Z9@092EECa#J&A zbF42c&eDq2!oyFv7&ORoMjFmnLUVvDrXzOcl_+&t1--_)!>&qp|#k;+QBP zdcjbC91{h^5s8Xh%IbcoxOOGu*;E`O{z7t0#WCV9e9Khaq6oi!g))pA+e}|puytcN z- z(Ry(r#_6EQv`G&&?q#~J$T%J2>hq1$F^GPDeIA;wo!NH{Z0=5#sGa6tOxQu%w>MzN z7`iAt19se9T|(Rh*g?Spy*z}SBIIekrl8-R9%TmX7!Mb@BEXK(@3X6Cn(Sc4x&KJX-I5SemNV4wYuKeXEY+TLPSh-f`QMxk2y_%HZOm>XeEy>)CjnQ7c34-hv?U}D2 zb&M5OG21Y8jLGUDnyJ&?dwjk>&DWZdM-6o zSEXvvkd66l2ymLI(^iZDPNB-??ieY5?QRfvI$C%-GbG?01C#z8R|N}Ad%8s%3(+c^ z8WfLl$SvRv&QmRO{iw+L0{Rv~Xi3R?%2);l{$N>ZfINk7ZWf1q&%xosf|NeQ z=5W=Y3{ST}8vZh8Ngwf)Ksj}uwE#Qjt{v4B%*Y*-U9CAx*g^5_Fksh?SU~~o=qy*u zCbM&mBI=l$j6= z4hr{NOEo})}}W z-AvQ9J*5vr(?RjOESe62nKRRLP~5-HG#z3n$8o-Cx>ik)L&_n4_M$Z1fO1ewLz#ku z(!1J#nSz7lSI`t(LpNh#akf$S{>?4ZocoN(pI>A%aFAr{hJiylL;rR&a8Qh}9>+Hy zBEw+`76-{Ju_r5*MHK&ZIMaDgi*a*utfV+z-Om*L{n3YwhiTZvfNA4ba+lq*S<%fu5GD$pO$E?TJwgwgW^_Y&WDEIS|xUb@wKsM&>7-uquRu= zmWR?YMg$s}WAmnZ3DpP5-Kb3UK{4)Vs*kB28uFt0ASj?>sBfX9*FRJr6n7jn#D^pj zc>=(qf)H3D=#n>aV zEKZ%MnJH9@1t!a=y-`>|q|_MG6blGJBWhDgj^?oO!v;1t|f>o7W&sy+^5Jt1_y-)s*)2F-=naA@aQRNs%Su@nrcE04T!j-o5|VE z?WrAHFdz$&Y&wzCs8LfyAZ=*CK0T^}{`Dj9ThKq$58)+NH#bPWAhUnn8>a{T>!}=n zT<9Nso=kKw`nOOr)n_BN7i1jrucz5Wk$*iNIgo$yl=PUW1q1dlDg^`fyFym+HuZ2BMZ#k^lYNi%{4A6B* zmKO)uE{Ac$0V3t|YqzaO$ZcvPFlQG}rDcI7}rcl9_iRHk&1cw@bey|G3v$GshalgQWZBMhVpn`}_%@-<2#T~V(*BtJw zt~g*|+luhBVce1_TU=n?N z63mN*A8c{0LZJtyIk9nhkixb)Z?BrmwQ4RIqR<)fFQPDYP?qWw$Fzyh0~A6q^BA6R zEvzd&;npi?oKV6031ZTJG4y9LaE)85y2PzXd@nF?J?*727^o9@yo3x~)1C_ot=cs? zztuNxJ=51ys31;M&@PK|4=M(=(@Jiw-j?ABnYO{N7f-lAaTm`3g~YHvFPso*bYJ1Y zHLihz2UqT0zQBWshwG;r6=Xq`_IaU#EU3csgbQ4icfY*IK;(LV7}hfxh{c7gdtrd< z?htKZfOc^&FAi``S`siow(weO8VVSQ8Y;R$CIeTymX`+&T(`^%K?B$Ht_K>3bq9NL zgMsc7#}X=H@52h-l4-`Uf@{&XEK6`v@p52#a2*+mq6ZgB8q${y*mXG9qj17C1-uI< zMB0PeW*R44AmyTeO%JZgrY?FA9fOJ$Xg!L`|aQK+EuLUbatf@`ZTd13|EW|CxbqS>h!R5U%f zx-#4HG^Jac7tq27*OUe?d~j_6#)1zziyF~_nuJLJB-#X{Jyr92zHDV{` zZ=oVjSC~J9m2|^o&LNHF%x9QUmCh3a5ZOFh96|tAJEQcdL#Y`3qOLMO)!rzCAi`Tc z$RI<~)$b^P;FbJx2-r`j|55RQ?0yvC{t?%i$|b=A*$rv`Jaiz0YF39OS82`<8F-~O zg2BKAiXsMoXg5Wt5oGX6(aI2mS1PTC7rY9JH7D{%RmPeyh6m96vTuv zMDsZyjLnJ0ra?ipfzqU4Oz?^iIF#UZc%ls?$R^!?%jaPPF;l6VqY1$)hGzi5E3yvVll%1jGFY3)<6AO!6Of(l*< zKZX=U(D>b^ZlR(v<2H3lr+X;DYE)%P@JdQcAi>LT(gO)zY0W4^a0LSR0s!H!e6fH3 z@pDgq4iEO1lWZ>i_m2Vrw<-qs-!H${o}*xRe>sH0KOTZH|Ncez#}D6&L)QBm1F^ln zsgyXw?k_Xd^E#@O*HI=iUPqO(zP=Uz_rLv5pa1ILmQH^1^B=mq?VdZFeGE_TCsxpZ z`^WNM{-^)2{)hF`KL7TgmjCSjhyVQF{+H!{|M73nZFkQ5^Q9#`SC&lS*FmMcj&hlo z*HNWBM*Z-byO+;^j-{jj_*z3`1fx``~9s*ddTZbOL;C0!Q1BueR};X zVtCt^BT9K4N_gQp>QVmbO+cJzA23D#-J8&Ve-q;IeSK*uuS>I2?R8Xt zDbG>yRy;>N%IhfCnRy*m%Ihdw@voyw`KLDnd#!%&(C;ak_d6NoePyV* z4h!gY)J*mB*HKtM#+P$h`Et}yj@R>lE2I3WU&++U?SP&3!>{~d%+_}{RbYEvSxZf} z=gRt}I+M>)QNA2Cl~VsYY9`74brgR2IbXjr%Afj`>_2qg@BZ=QuiSq2D_N2L`f_Df zzFb+8Px^IKiQcjj=SN;?zV>H+qZ-%3viadRoB3&l#B8r+-zN-}5gv74on7_&UO7LXODC=ZMNl&=K`9*H;l;|9d{Z&X9na zkI2X8h>Ak!i2C?CBDLduL_WTbh*!=>RE4h?;Bk7`0MEzg3{^PBM^qnw^XG^kb_>(6 z|9i#FQO_EQ-46UB?=`ZHsx`8XdaaRlRIQP9)N75bqiT)Jb-mZfI;vK+I@fDe%Tdp& zmZRRQS{+rZS{?OT)#|8P)pA|$RjrPyb*RquT8HYWT8HYW*E&?&tXhY1)O#Iz>dRyu z%5}Zhp*pHojyl(C<*1{7YUQY-UMoi(RVzmw^;$VzTUxCgxvba9kz;DE&xu}heU8ao zpF^IxzQ#i4`Wgz)T>rzCb$s2@)?7bMx*0ZB_L`ie*g1Ba$wNgpJsc04S%N?Me4wyz zgx@&P(Jrn-e*am%*nG)vRN#5_btKaskwHo=3HsO;O@%A)5q_P2O)Xcye8yP+Ey_X( zZbb?Qu6?6te$Z)t@iU_CuM63);tLcKhJqkDGWRin`1xM7@EM-FeEyAT`S3SBN2n?S z5>(*?_UA?UsQ1_Z_Bv$e%^jC24ALtC6Xo-nJi%*3L`a8S|HYyKp$1Qvc=QYrpbXqzv*6pt>!3FQaUeaJ&IC2z zAzj$UxH=Pfc_A#)fDB(O9YbZS`57>Ef;a?NOML ze(|LEmyLPkhn_a>pgu3YQhrMvqPQzRUmG6-oa*>|=rNqLP7)60P^w=f3$M?LLFY?; zqk^Z7E7kmm*BcIJD0?rMhR<$SD%5b(Z@nSU$3sa(zkN}VGQiIqV=E&s{JafiaBsV> z17U7tHoH@Q;ORGFsvtN%BQ(g_;J#&`hxpq(7JmEu&&v;!+kg5m7C;z$lcvV=KR%_L zstSS62qWV2!QH(I?ejC|H|*ru_kBC7t%f98VT$tN&k&cSf`6&gc3#cqh1;JOo_E(3 z)FGzAxk5^?1U)}!_c!N%2m7;c$!{-ZO}XEa4mGc@lOpCj zX1jx`d{zpWtn6T z!VBTcnWy=@^LgO)gFGPW2WQCCJ1<4XlE?F^u6|V7(9q=g&gTqXeg5q=z;`7@nS(pG z=a2Hb*5|xNyNC1t{0EaXX6~+%+^`W&*uCigwsp<#ZZp-H)V&c>{RoyrH1CVhk&+gF z(nS)sGd}HieEsjg3Ez(THvP-G5hb^D2o0@UKE&+5)(z&9e_b~uy~hxe=&#qhQK$6) z8LBz;UN?psXxAazTI&c;v8kEkYYdfA7qYElv|eKfY(smk8{_gf=Lh@qGloie){RJc zH*?awy87PtM3ifLCIBg4)(wP*x7WOXl3P%peV3k@XvA*Ix-lj<1(}NSB%XDnl)8{S z(q|^p(|N5M85Q+=Gj3`wDy7zqp)mNfZVVMusWo7Dm3-C>mQVY#ZZKisc>YGY>#udA ztH8r+-6*BjjVQT#q&u$fb>sdPWWD_V`Z{wgNn+jz`*n&r!Mt2S@))x9WR)|2Mz^i& zt0Dp*nPBO+W`NGh%L#MdFjwyb zFU@1#IOM0Y5AjHwuiYg_Mt=L#R?Sii zs2bC`D`XX5=vN&YO~*BVC}HO3*2R$_%MaH(H2N6HM1Mt7CpSg?3i+){nKY=B%{SA$ zUo{ju+Vq|@xYIekA(Hvb2y<*Ynv9>|1ktZElh!qmi}Hd4Tay?ch2q6BL-!oNuVNID zF^X>uYv{c3_d0$Gx9roKO_|%TefpKBDy92-UQl~Qp*-*}w(q}xEG4bCuDEAg6fo+d z-!ty#xn#!uyDOs+#V?Q zk6$6@NHjE>5FOZmko4h{iqZcbLD!|B?P6~?IZZ}qzPZ{b=n}0$J~*WDUj^uTtKV;0 zuV{FOTZc;{Gmj+MrihQs=O)m}6G6R-kUFn3FPg6DHDp__1K#l`9r9K9!R9xOl*>w;i5v5whJ6N~0euQp#nzA*(S7 zheq+Q$4)ohnjM;NzeE4$o&Ff)f4N5BZkKhdrH2-ey32G0!m~Y+$V+ogsb>Mz(-F2n zLl^sO6`B%%^z8JdgrT#4lPZC@cYj#77PWh zW+E6ToHv^M@89m0Q6iSZ(7<7-DO$zt5f+S>_$LVmr{7(1^NjmF!ZBbByhY8CGh|MHIkHl0hs9jc7y=Mi-@FF*uIDd-{OfUVn z?n|IO@ecBFyQ{{_JrAS8(43kF#OOur{tT#j+qw5@xFDv_%?5m7e@{>T}98}oBu7{`P0LFV+3c)NdE7iN#UL#b&5QH z6sKYr(6{|(U_WJ3p<{cu9Ubn)zOlWYx}`@C{-5Q17ZKh@PfM=6DWLEbigAHml`NGm zVSo77!(HHy8c-SPf=hHJ0I?=;mw+vNyWz_mcmFt>$;<3@`-aj*`PqCAg|5|H#os48 z6a2qmKaY%JV8A|8?!wP-r-wYzslF6{mu{o7WU!Pw+%tXA1!?An8GzS^B7a?SA$>-u zu4{MK{#C1{Ni4gIFNHAB+Q=WcWKW$$^rLt^;xuR`(!lGAmuF$qFLd;zXF`_=Jyyg) z-(d-7kHd*g@WL`d=bqK+Jn5o;Zos~W z!fo#to#J0|4{|Ctsf)CP${f-kpj-EYJ~4-MayRkrvK-0KmBy`<;A$V@vzSWiVza*# zXXVtjIC}Z$-RhLD&k$)(%pH%LAey@2tG)6tO^nKiZmXz8OXO|&3jybX+)-wY|k%;N{#bftpW2ka|Gc6q&TyO^l{G7rqSLQ3P6{woh%BS?iZAK~T2GDIK4XE^Q*npq zVz2De?|PoH5Hb+K&GV^$%7ffiax`K@lReO}9CAmt`e3umM@V!(1RQZ@;)*RiAIcRg zgDPM{OhTm~AxC@-E|7PQ@2BEuDFg;rL4sh49wEY}lWT_-F7V2SH7WfV-2Qomn7~}i zMS310e3jnLKF|GXovoQrj$1U$!|5AV?dD;v-Fpw;&J#@! zg(hBK2`j806j%o$Fd5@i$%D-;cfujQ|A3GmS6ARZExCLsK&E#6;D)QC!keA=y6hE@ zTbq(ovIk@^&rUAk2_ zrY@6r0Y-cJJm|y#QyE?Z_diu3oU{VQTJ+M&hgTZGbC_X2D&FM7-^F)t5ApYCe+L&0 zUAzk??Cw7N4TNTmSDH)yjV13b?_*jvP}FZj3ui;)KAK zNLRHA=;VHTbSIv%)u#nz(PP&~s#*cA+Uh5BU> zo>Trr!TE~jaL^Yf?}~U_oZ!0Rj6m71XTZs4wPKI@8G-V5k96W<9Y7Rt+y80;U@*!s{4yYf-nMNRKQSlR7F~N|Cw5=+=={K8!)!fa&pTU zFEY>U9#VzJ7=6E@I9a$ps-5QEjbQR@h^RWka&q+!8Aod|FJiCZBHqMw493SE6Kfe)TB{uAM>7}r5d^cl% zuD=vL2W|M^91tQKEwkW%cH)EcUfUTWQ+J-xM|Q(Q0a!sNU7rlo9&LA{jHIhax#UG1!&Il>`dv0Qt|K{*d>H`=`7SHFSQ6#u=`x3chK7;LMewH#CT|y%agld~1-G0!BgfkE)-evpYkj zxLvXTVax?@EbiGF2H3{cEAQ)nly06m{L0YjZYVFruYP$@Z(=w4zeFf*-o*D{?z`?0 zLPiizqVN~;deOr1jU0Keniov>ZPE*^t;N#GnL+d;&(+g#~fNO^`~7i zFor1a^zTX2;sK6I*c!mY9lrqweWxOXzm*DfCjht4qfF%`chVS&k&p0hEx2A8@)7Ze z=(+ln?RvSl{ZlcUAakfZ)i=8A5!Bz4hOFvE1uyy@nvNg?2*StfP0EafZ0^w&w&ohm z`j8v{k*uBm&(YI=)=K!)bG;QnLXW?8w;8Kl%SzY&_jn_>aD=x^vL^pP32PT zkUL=6sG;KZ-a}ERejXZySjKC3Vfwf|nh!KQb3s+DQkW_jO>4+>oMn9nJk|gAzwEtt zW)hLTu8XXMWJN}{%u(hj+E3(t$Z!YGx?asy>s;UMt5H_WCJqUz% z^m_W;`LePT>Gea3CaQdDvn>4j`cHN`XXCkq&OE5#^7{z^F8 z)-ZY;`W~BQ*#&}jJb8hbtNv-8N`bY0dnWm!r`;$M9DXKH;`W{x zf8HLpXnEPb`Rd*QzInH;W9jjseViiwy*E)%BzF+#DB=l`Muy^AsCxEpm}<`aX1iwr zH5v6u(}1J?Y_@G5o(ltPxZH#+<~(~T(|8AZi!9OpeY%w9{Q1=F2f^|9XB;d}aYy}J zi`)+;qE>kPPY_7l)7rN&)ZRn^7msT#8$&2YNlAMAxtRAHk`#qkhFZS(j?Uiy#zmS5 zJe#H-e>o-c-hNmmo{gUY$oouoh!-co6T$kO@qh4||yM+j)?P1;ON{&Mu7-buc zE`;@npOm7p&+qUSeuqEUAHu%Pb@K;$*keVnJq+i zyJN{fR}XmOWoWXbk(aj@S*ZF6Kax_sn5X>oEKT9*g7Q0JpQ4;%Ju=osMa~S$A8P)p zCqu5yvOy0Anf>9uFe1eQk;P#qsGjT@9*IQX@8*@Y1Y~vQ-7z|af_d4&!OCrlGAQl! zGM%I;+c(vl_yw9eP6-rF51+n|#XT<`E+F!67S6C*{CM)NxV}bfagD0kiKZsY#VX)p zpevnq)#lgC%(U&(#`O}$clSQ@TmBZc(YHHXNVB&iW#JEb_(KV+>M%e4BJl|8W|f;H zQyiPg6Dp=E6}DMoFIScdK?iqOjvYI+$lsUteR<)1c*1a|&w{c#k&iRSlVepm4)Mm} zIriq11bia|-jvrVuAGTgcY1d0W}4zk2&CD=PS=i=wt(z(`nlg2TzPwtlBCR@EL%XC zkwK6i_%KC-mn|k997mi9EIPbjdBKNNYDGC8U5Zx zBoxBoOSarzC#bJ9;Fh6Slk`aXN4XRJo4m64PA3*D?|pR$Bko6l7*DJyKpV)Kg_N%- zT26m4@yr|agM!#GW8X-qZeDkzgK8ds(ebZhE)<~uiAAOzB+Q|-7h$85aS|S`tvr?! zpa0q|>MjmJs*sECW@ux>b&~N$79~em#m8sn<=_UJhNo*kH(dhw7|VP&9{Spejy&Rj z^3Z%1JJn6`llgO{Lk*=H@dUW5jZ&dncDN%fvlFb~nOWDLp{k=a>WvMycnL!Yy)vUZ3Fx@A#rrfjZ@NDbKXF zO{_B(7ipwB#SO)^K^2T*6G97U-tsw#H!TD8-k_lYH$4~5^5hG3ce%u}gVYx0_sZ)_ z)FZ<;wT=pcvjb7FN3LBir7Eclz9K zZfVWcOGx!K7kHQZ!;;y7?OnXZAXA1|nD+}vX*+FdAL~5=T%r23 zq54z^IKkp5&Ejb2{ub5ZD9++27s7#I@e|JCr_lW;3O-IsK71UFN#v$#KpK9z4LXAe zo%C|Q7q;I^7pgCUfd3QO3f}*-VEfM$e8kur(u&mbkZfz;QeR!eU794+;3r_3B26j z0zD9D}x!i>Cf;>+5T$w7cPJj&SC_db;Lst+|~IgcC**?+_eNj|eB_ z&g~b#0wYkW%>F{%PNUj|hBhn3{Cm&p_96&r+W?}|tX8d$Xs%_Of0T$@ig;<~ zaiYEXopHaP@02^Sx+FPAF7oBT0qi93!5K08oN3b!GUQt*BF>A3?m#11Q`SpLw5Chd zs~^6%)v30Mbn%zaI}6oUI?B@M^1_FqECp8kwcFWaeSP7L88%Vbv0VJ#VP=xl^`&l4 z*L~|`mppEpx!FJK;8vYlO=n~kqrf<+S3G)zAY=WIsKZ|(_z0h8xA7?%&hq8~g;jjs zEnK?&wqa9ffTtd8d(3sML)oreGwn{gP!_xPO9F6br6QIYRE~<4>zgp}H@*qg%|W-V ztQ+Nu89Nf=I>XuTTDi$OA(se1=UeXsRZBU;lah4?X0F=~>QipOH3#*xbIQwd%5M$o zQ*FSBHXI1PeIh=4g8Rbh+6%s*<|H{YBRMm*obtQ!P%{%bGxf{epN-9+esf^6a8R>s z$`cX^ZTvG=z4Nl{U#BhQzkjvkH=O)Fm(QrKN9I>(V7Og;NGy9!*-Dul48C@UP+vtE zdjZ##Bur#3fWM0Nw7#80fGZH6s*iUtnMw}SA_);9m)hp{!kiG}V_66rk-}$dc7ty5 zu>fsNiInHpyMK=UK1DS2SZkD7p1jq4yJYCo0X|BFR>N+tdDZM$klJx(B~JNV z#SNkm$C4BzM#Z9J5!)l4dXBgi%4^W1r8&j2Sd8eh3vCW;kUi5i+OUQdPC540r8(`Q zk}0Y&Be93r6RUE8xwY>L#YBTJ+yt3oSvD#a_ZBkq8#r23rkL?vAAv9vL)f1uxM4@~ znQRiGS_T6eq?x8V<^tT^I4}+3vR<<8s>A&|9GlzPHAXyyd)7!3j5%ufo;-nCe(!|D zPH(bS_bTlsKgMC*Kbf`0!~fjH*{v$=T6FpvmpgXV%^TCe{*Z$MUg40u_ckH~xJ#{uCRr`*e53Q(Ck#jef09j*%0!}#H*2hm9rXJg- z-BZT_S^nyA8OHIh_0YB_PEzL&o@2<_2_A~jL{yTSDm4XTEO9pK2OP%Y&TpP92=%Zt z_%#%&?p12+OWw>1Om7YtZVpA1$M2b1M3^}%H@E~q;=`g6@TXVdNg5crh&2$4w!)^_ zHX*hOv8(+l2lj+?5jeZ8gauY|7a@ma>6fuuEl5$8%6-o90c{R8(IwQxDvoMoW8^ZsmRs7UK4 z5ipNA(f&p!Xxg<$JLSZ=`_87{NmKi&gfA5yguAL5JZb1Jd}>ppmh%AJ<>r2j}af7~OZFv{s4 zPw0Y(h&`~opr`XrpT}U;toYCDU-Mj=i^B`9UYgbeV9&Ct6M`$}QRTj*gdgCx5Qoo6Yn4y5zI0F%Dhl-Z{4Lh88IumN}=f)^mCP;Jw=`z95 z5RdrjxS83AZXL?<(~kGNQ$=XBUu?TvbcpR^DvK)Zm6_kAgg?$T`H21axkcxsR5#px zK4*#@sEb(^oaMt>cH=8_nk{dbDVvFZ#PycMR22ULUC_=RDA1i{E~{uc74G@@ZFlb8 z!_>*B3d_g%r|!u@#EwXTQ>-B@@8@KjGOpfG?}6T1lNnETn~m#4$@bw5Ocyz!hd%F2 z0$B0{U1u>9-MfNg%#VX~WlaocH_J z;p(QQ&h zZxHD&Nj;)~Wye3fZ7Os9SFq|g0k4?X)SNVL={S+&ClB8i?0)whMeHVcEH{^xuRLTo zo{67R?tH7Ic89^wwH1p?q@w$V#&;3+q8pag{B%&+M~pBd<(ug}1;aHdF|m$o)}KaC zqvB@H0w~mS$^ByL?<+E{Ya16spz`PMqzGzn6exrUI5~XgdSxbZbay90+C#PCp1OYC z0Y|Azz$x{Mje6YjNq@e6RdR3ZS#|a#9+ziTu_3l7P38wi_(z#Pva z&z-+QEpw~BYQm_`dsfvr?AiM4ldD6DApN2ZX5XDXeRWr-6A~&;wQf%b(Dh5?o49Qn z6cfY`6~AGzE$Uw03LLZaNiw5(r}~no7iCyKuf`Np%Y>RQef>lXR9FLdcrrPX<(0L) zYx!f$1G(*LR(UQ%7g)&CKRXcd(k!F-HSiJw>XK79qfUzap<-9n&QczEZy?p&RHr&c zC-avQJI_mQF;su_I#lhrfAZ$M;(dj*N**WyP0cwBQ;ziXr4rOmFt|Hh!u~G&EnQ3A zi@-fGmRck|DwifG6gW0tJXj}EbHN4?2Hzcbf+>y3W2b7V2LROT)Xe%dOE z%gO?LWC#Q*^5XDjUyR#$s|#x2XvM^1a|e?ev>WKVGFFOe&O`nD#`8)YTH$HYhnde> znW?<4&6$nNWW*~{2w9IRNUjgE{km`r1%93hIFGYGV?z!-I4ZWaud(|qNKl6*e10&T za-pT(g*z%ESMMF62T^fgRP+f@4B;x|Wf=N7LuFaBUyF#k+hHf*bD%QJjLS0ErxVaI z+ltjE!_4$-`C2Mz!OX2e&#I+S*~8}qa!Gqo`^B~)ns|QV7ol_fbSojh2{6j-JWC}FV zq>Hc`mCwCf3cj=2Q{wSRBpvc<#(Au*2j$_H0zv7dS&X^$JB}5Pe74Cn64)kf$DepnKM8)S^yPk9j*STQ#8+Y;xe@`(?P~sfkFF?H9ewvga>ej9QJh8Qe95 z7(CE~ldepbgm}pqK^jjy;iSsHCrdmuGL>vH9i-*+Vkm)6)qymMb2X5PR+1n-~ zMdPf-EjZG5z^@`q3bg_zAX-WZCJ`~vkK5+rLp`XnlpSzaThG%8NNJz*cpa!ib{CxC za;t%KJMNS-8^*sx3y^z|a{g1E`%xCd2X21Vo2~?J9Km_K;p&Bl5t<1ao=&Nr z{`VMfG21u`ZyIl9&KBgQI!<_sUY{fOQcNEZf(qaw3b06?#*n6y>U%m5+ozY0-AX4N z7Mu25`&_FUaSh}99MflY0s1{$6?8u2=%V( z`&PilahO4qI+&RhG+Uq}irFvDEH-X2tnG&qXC4>_ARkNKbp*$7$~uBen7;f(Ql&!; z_CUvw1dY;otFOgR!Y$?jsNKmpT@vq6HqoSar|E0V4LoawsXUUExRRV7*3Vgd8hAd* z6%yMwn}hYVH6!+*+iFmL&WC=G1l)Zd5GJ%%>whDK7<^|WLcWmfDB)am!~A?3mziX` zQhpuv@w(@$4^F}xu1vo4p1vjF@?6mGhQb@7dKZEl#%Y*b(HiG6cfgN#9jZ566Ytte z8hQF_q(8ZE9I8<6T)Fwe>S2YRp}6yq7(L(-Nf;gbNQ%Mpdsz~lSs~G(1AV*kFji%NIxcrhr+w z9kytg_oD6{bFh5|5l7_0qRy>4xQXd4(s1==8%4cdkgi?ajP%F+d#NfrcbC4n@J#$% zdj7t?!2nya;Dk;I#-uv9Iv0P>P ziRpxvIlpWN!Q+Xfher?X^Ig`q2O~4vDVu6P;%Vl_lVV$V@H^hnc$G<{$>?rDwIuav zPB|Yno%`5tuShK+KVH%MW`;#iRy&Qt4j3jUG3+(uj(DLRf%q^!Qlja$#ILNZ-+?ee z8G}Rzu-Ts)4U{bPKs6JOpv@9g6>iMKZLX3{F(7(=_X8GP3fi2XR?(a0^wOH`l69`y z_td$P6?d#^9nM!;e$NeYw*+Q778X9lg7^2hQf!d^>NVa^R7xLoEyH+i;d}DK?>8Q| zBN27=Z;Y@nenE(&oDZDbj=a>>*kQW_VNOAa@1Y1z#l??ui?4HBRiRq7rCPOC+{TpD z`~-y4m|=X17HV1(wA_vaghs&#?gQ*FWzNr96T;NhIG2H>+z)){%RmDfbRg%0HMcP> zx3TbLfn*%QWa6+s!mvKfFtuO=r~GA~!$5>}(B&RzXqfBTqg8to-H!n{3k~a|LT6!z zsfAx1`_rF+aGL6}0RZ=VAfj5qqEBn0S}{|VL(1KjOPkyDJ~nb*GlJJB2z`1&6V32?gyFN%aQpPB`EOliW49NT6MiY0|H13jLSdm0j~g~01d8Y1Q?<4OYyHx zpvML1ami2sJyF;}E!}@)xy%s$|1<>rr$bMbCSe8?2`GU_%}<670A2&$U5yP8)Z{k4 z((Q73#%=D6z$QKC%~Wr-wM1? z^aP;YwfxhI=Zo$v9I2dyJtXfZO9F@Jt~T(Gn#^X6?Wyc;XY z|15M3YS&Wu$Wnkz0P`0*gYufEFAbdBem>D(q{WMmwvID-S*=C|85y1fj{11`ls zrZS_yz}4Mb3crd4XympFD8vaMp~3K8`Wdy`8*oD$rSqPU`~qJ zN{X2P|D*`;`k;1#-J9{6F^MGl2&KGU4&G-u1RbE#D3#}CKWZaBQbh4wbT=4@_ks>l zNikQ^rEWh1aj;C+!J)bX-?ef5fgmZO_q~Lem5agy=xpNKu0K`q{#I>=gEDF z@VY>24)Pk(rb5CWy1me*Uu4QIy4DH3S*%zR!XlMBSt>U;MTCR|B?Kj(+$LmWV-rw! zvASpBY0bthEGT@r{#;EkZ1cY(DI_e&CV2V9=FCQj-iQiHg8mx=iAW|~LvTVtLSp}W z9t0BoPfSQi@;@<TmB!z_}|2J7uTudTi T7NJfkAtFr3$*H7ypYZa3{FCyA#}YKTjcTjx}(X0})!Jn>{b6Q#9!S0ZGWFjB3Cx%+p!>?VH79XM%SOT;zz zck%w`qtyw5=8(7fl0%4jPQ;rEmk45n06aM z`{Y^Y?HpF%nT9i&Uz_(2t_LYv?bA{zkEEvFA4rdLAA)S zq_i@1hAS3!MD+vJ_cr>1{U;7p&2IBz z-GdU-R`U%IB_~VVOu4$S!h9M)tb`BLoXu}0M+Txs7}q{g(cbI=aUC_Qt4n#MWQPw= z)55-+qK1t2yR8@YLaU12t!)kbESt$XJ8l|h)~&1jo(IVf$oe0a?Z?@c`TqhTc=X6^ zsskQaESqcF6#wduM2c#Z8HG57AqhH9^JOa0>4^Z&c5AIq!3OD}4*N<5p>aMwcC?ei zU2W7RRs_&jmYxQvWpFH>pr1V7vqY@Zr0i@#(VWn(S>HE6h&%&WLB$86iv zQ4`CRod|c|_?d6?(r_@{mC>#4q0oA4^HoF z@yw0}@~dO4=rG+32H^2l*yEdC>FB67?fO)xJx)I#S!n^sy<E!0u(J#}nZ7+|5 z%7o+T^HK#c)5EyREx20op`g{^tjdLzn3{Vf3Wl$$T3yF;S-t|I+UYbHGn_jqYQ9J* zH+m0SE0XBoYLVz1bk&?dS~-!8T=jk7-6cZ1umLYLf=CVfAD$jLN{w#VdINlnKjeBG zWIrgHu(T4ErTZ)kB1@B&BzQ6LW`x~fF{T<0Jcs~-)ZPVLH}M04F0waoIXPH*6P(1W zyo!Q4z1k$!r(9VBStZ-BNlO(pE~6zo3=w4~4cdl(Vpos-9pv)J$S$k{KUEJ=9@stx?H!ASyTXyJsqJkn>i~*lJ61QZxOJ#d&ME>T{4tKo)M;q{G zk29G{92_OD*>Lt}VuIl`%4<}kUD6U9jC?GB={8tk+}6*bs7Ix+tq~9nh3xi0olbGC z9=Ya-C^R#OkVD@8h>R9?S*#@vrBp%3A#Rb?$p85`FMuc2p!)9dmXQDAx%rIuQ{h@m zfD84ZDNmC`LuG^tiA8hgQ6@D#5B43lxJR#so~XJ+C;0>}+o8tsF2dlBPJYb1psqA9 zzxxe&<^TcxJy&j^8*RcdrqFG%^tj4Go#N&%YDQf(CdRT!0{<W}PTb8KlO#0`4zX-^vgFe$ZA zqCE68?u!iscyK&@=JR=vbiP^Zlsjt0VMj8TDeigp)wS~;x3em2MuTj2J#P0mgkpqC zY^il~Yc=kZ>+}ikN-2WQ<{Om%N{jF!jdq}7c3U&rU_=M-Zf-2qr?bV@ zLxItEV;8IdFg@8OoI_{dk){tC*%A|Ji`>>DhOK zMs0hXyWCiB64`%NI<_ZM35}LBgv`{AIODE+@kqrv4jo}q?Uj8VY5(5agVqISKiIwM zI{&#PQC0f5s>732Rs5=|#gp}W*9pFfSAXK3FCIrU=V6>><;uXwDhBc(FycE$kmvQ; zjV0ZSNU28mq|T^qQw){ZnCYH!laE~|nXk!M0_}T1GP91)O^aAo-EUlUxh8tDhB~Pd z_tMlt8W*zV8@hg7AMJ@!4Zw+1k!5g0ULfX@Uq#@k&xHVm>Y^9Zt%t_f ze5r<{-tMx$O;aqCTcS)J}!El%!Oem6vysLCwh=I3nMSD-3sj;qXidm1zE2G9eMzV(f;{+$e#bYh+J-;`;J zS{QyNM$-$Up~#RnscXTwL1VOFn!A=WV4O-=P_S~CgzNSQ!pGGRXu_A|+LtT$^eEM(e zzDyEaXZp^Xw9S_Fm6FvItYvlnn!*l%g+O?*RH-$-zwVxUPM*B%HP<#=j-b zN(F^ykr#4>E)rZZfbMwm4_=fTb!#hLpO@OJTFiU8C$<7l_%3@yYR;D;7`2X*%1Qpd z*=k<=s=N-bMw%15^)0Y7&tlTbnYG{${?kGi!V~>zANDZYT)ch!L@tMOdaZC>55FFU zXkZ;3w^ci>f8w4_jdhcH%_N?Rv@z~xjbkHk6Exdl+ke7E7T}b1KPF*km&2rA$f?U6 zUh%^XZ*#q3w{0gzeuuOozkENKzlU;@DRvPpJr?cS4)l&L*!{5Xi>xbi+mwP)Mm$9Z zsj`#aiZY5O#_q+F>i*oeE-+CIMm&V(c>-cjs-YrWb)Ec{q;<9(u4tg79-5_wq>+E{ zxblvZ9@~7RKoZtcoa#{aCK)%A;h$#xMJwlP9hVsX?`Q6i7{jZ@VtCIsmP;>XK>@;5 zD8;WuD=#998*Ghwo(|AZs4GV`m$ALsE=6Nmjgf1P?PSAtK_H#|zFQix%i@pt_#y(b zKMqRHW473GM|t>`$IEXL#*xdsMGUGny(;h);%rn)00BaXOC)-vZAl&^63cKS{ZH*; zYPS52jtlW3ZRk)~TVT@zylF(m*^_1~vBEw2Fws%igXzEPrRaTR_kU!!OW>@l}N1f z)Ga|NfjVibs1vXS>S{##-$h#k2SM`Cq>(aX?_Ss#rAwB@91fMk$gk zTfmjBo2zzwJI8;bQH|cz+pWp*_^5V9M2`T}d+5|h!za~cH6IdXra;zO zudBCiw_Sf}4#G+Ky{K4)P2T&?KkPxqXr=DP)M0c;QQUbdtdaoeyg-|I4)7eud3obTX$#{ha2y zMQF_4RLV9}ld+1&msY0BzZ&bq$*M-cPo|sjd~Bnvd!i7c>NzBrgkC&6+g8=O=H5ed?QqTjc0=GB5Hi*9-N{64P86Oq zq|B^Z8*Lb4lGn%ssx!5Dj17fKq?E`5h7AC9quHWLEOP;$(d}+qcN;5tL!ar#;xinx z1Fg$%Mc}LYbp!kRJ=3*1Fgy-C8fugpam_C*w;!5>cKeErKDYzBD%di-J4?cnv*Wz zvMG{E|K;1a8TZh>%kTmen7O`loRGSGf*0zmqw4u_gD6}!k>Qp$GNi|rt7wjO_@dp$ z%6GOM_JM%SJjuOV_y)g#kD9pd<)Lp@Pjx$O3pca$ z!^Hj#ae1z?`OLNHsx6CsxQt{RYJu1F;(B&GO{CRosA;UhXlam5ba_iPU&VvnFXFmj z>&a+CY^21>_*vH4$Wzd9iE@!dcS==2-x+GSC;5Vddd#AjtTNb<>IdQ zSaveTO{*~Y31M;q=55^m9foCH+EIt+S8Ot&Mj_-qd>oX1XMgK!xE%vyK!)e{ff38U zrE_SGY5L{*P*bKv4Mi>&G5GN8gClGaP49e!<~t$nEFgco=%+ar1xiFz))RVwZpbY%D!-VNoM*3qQvam-}}!cKaqrW%6iK zrw!63o;2xyq$4g6Z@hERBhli5u<;jinBJN?qdLiuVnr4qY`g3!nnZLd=KR3F(5LKc zpG#At_d1a1?AFLu=3X4%e{0(QLs%P4B}FnhYVrKnU?GGg@|V5`4QgQ5+9e7x2IyNQ zY;#Xg2%sp&c({uRak6k@KWjc({&wuUz$w@`VS*<<b z&j7@b<9wzvzR$gtWnT36&h7WT4nnCd;TrY6XF!Wk$dMsZ3So+{MJOa;OGAv0ywRb? zxgk_)bnxS0x#$+dw-2q{p~rJJyL8#U`y$eq)4!Poi4nL>V)^=H_uI*ONa~(npHE_j zLr&ssDHEg%#zzk7XA%FFWix@$?v_=YMc>vL(tJGGR(M>Wvqh&yEf8i>WhLe!;&p^_+9+}ehA)2>O`~`_yFzduk5vJx*@7bpj7xnqSQO~17%x=hkSzf5^_mR$1CZ4 z^?UJ9^ZEx#%!>2gfkNo*nD$!kT95WZ(N?ay2io&s0j%}1fPUAgW z0yf(#5mG5P(ELP9X5M?VP`0^-g&Ds9?Qp<@pG*A&5~Zd0?c&mT&PcZK>!!5q`{BH1 z8ugXXiz|Dx@=F#@E+` z+GAE92+Y$Un>u@j=W7%!)3wO-2WXHmCp!jG&lU%>c=+|2fe7z{7@vk>>v1~hH&+ho zQ7&dviVJm*`N$T8)6VMMg2@Yuz$O#cXW(wgXKr$MR6tmuJHXgL zk%VnH2h^y*98v`cF;YwTq;9<(w9`wL|D5uVpZhtf(_?a**GQ(9*na++HbLbl<<6F_ z<(=c~>f2S;SDwsDSuYfKJs+Dtp~nHVh}Pe9>8!oMm?T$Yu$309M>b04X#)1AY7<7w z3lRO?&gYL%vr3M>{yo*nxPyXrD9|Ai8%K(nCpN5gn&#*E$J4TBAHS%u=adyS6qCgd&^psj8Dy(2!KUq{Ue1&6~4M5Gn)VT^|G2a*pO1 zuN#95?R?nm_pCzJJ1S`UE)f4W{B2jmXO-NqoCSjVV))FYdRrs=!=nh{55>+4KAaCD zXE6yEI~C@~2!zAr`1)jXZ!+c;ml#tcICc1h37+pKIW7(hxRgf*Ik*!B;&-LEO#)Q( zJk8I4Fk<0I!I$t^I17kG4R@4FhcG8jM_&u_kw4C{pDym(+905pPXZX`#762z~}xys)2t<5dAmw95bexdxjx@2mF z{|7-u z>mou46DHzuK{S*#^SV;FR`uJKQC)9b--O`DOpgX}x_c6m7pY6$j5(%HNz<&E>V<3NLsJ}pMAjb5 zg;(cIquQbIyg3X{+K&IstB2}RHz_}L%?m6rEdlFL$Q->z%E^!PZ-o^2BKqXB8%bpO zVX!T=?cV)t!{3{1q{Wcw6)2()Tb0VjUEEoH=lez0C@ibLop_@z1tiGBes-LKzS`9jMiSjo*@;HpKoIB8bF7Gh!}{eDzSU|C>m$ial~l4sP_i1m@iZVE*D-FwGs=OZ z^7GrCI^1B}qtLr3pkl=HqLbfycsX>WesSsw%*cE)!R*$5X{YubHmhH4C1C9dNH7f9`bbl> zzFSOaz56imRY0^$hpubCOkw+Dx*CTwQP(*sp_4LEmnC8WlmrSmK?Jdq_$d=R96COZ zd{^TlVTa)-wmXb7`J59+7%N?O5@r34CnjPdN@()C)7AV^z-~h*rhU+9KIkTtg2@>X zAJh)v+1Z6n!P`>RIiM&S&NUWP=CZYqwIvv|mm-&9%jjj+1lvyCuvnXr*Sf@4`zh3M zQzlfkV@I>AkYWO9XM0<$?QP3Xq?3z8eBASxi<#L4&{x8OFW=RS=2$ZKmymC}6035C zkR62XZPg6d*uk^gL&0o6)!!1=?qBBRvV8^}zN-)PuP{_(?7Dk^`<#%uZi8r-D4uA2 zihcl9L98cP2}jXO+=_F`fu|rGFm}l7Sb>hMeL!4e@dTnrxY~vC!59prAE*zj%a{f~ zpYVmIn^xZ3|BSbP5j)5wZrM0hp={+uW=*!}Ru0wO@io3-6Q_En_SI?6!SjM;Gf6Mn zZ`!P045imp7JTw^B08OKP<*czL9B_hnw4~v5zq@;^{Jw>Q&*y`{>w&4KWgtM zKr+PMf5TdqX{YtK{KR;?rvr~|WxTrsy+^-3>dkh)jRhzWO`kAL+?1)~&nWMEeRTOz zN_VZ!C$E|gN2N{#GY({Sqhw^y0T9)S>0qE77LZ^qgMxujaO2&{)R)f+B0{tSy@&{6 z^&USK6(vlXsuKVhR-!D`a-`Td!QJfYa$Rwva7b8AdQ_=;aD&T%kA3+J%($T*u#=JR za6FPRYQnNSRP#X$h#P3U2}o#TNSpWI=Pm?UBh_7T35V7nRn%`Vg)T_F91~RjTSPh+{J!kCdbkXEY?xN6ZBT#Ay=# zw&+%oa>dMrgy}dHv*yG+l2x3woq`BqV4jKR?GM+(Ui4T0)=ddc-6JCS{Kg`5dzN6*gw1&qO6 zMRfrX9}F?P30KZVlNm``(5r7>7x+6SjH3cC#tQk1nXsI7!i?Vk&{%M4xwMH_^l z_E?0qTB-=U;I=DIi+p5|-Kc<1Vr(oavi5uzTIE+Nyv&}*_Wfk_G{Lsb3C_5x#_woqFpY#9~7T$(TA|+D?5=u_l^&P9y)P^7veJ< zD6iw+^oHH!0$;wBdIvUw#qZg`2Dl`OSs1mayHa zsPG1~QFbdy8J{L4Axrj44`{NB|5a8p7|WmvAF+#>$1Ks8$NWTs5l;!tcVK0+Z>uKA zwpe3kfX@=_W>1VCn@NyRP(mP>zg9_Z>}4fD{*(?Ko0$^UgT}+{Tfdc(PWU9l8)vDTs1#!TDG_(9DQU9*xMIrUQ)P;i3Di~ z-0fr@3vZ{?zWITq@a3SS*|&qK9%2fg_Mt;?>cLJmuN$CSe5M~ugQ6eI*CnMW&E0@` z>Ts(g><%AMH4@(>!4dXFNl9663w1uBsa+HYiQ(!8`#EC7W`!Eq&-$;UAS26%*h?cR zDLa0GVc!u*wzRDHPy?n0k6(Nv9I-O-RvH*t;XGAP8$RIMmjaftlZ~}{Zo=$jUe#i$ zf1eQI3;lr62sajW{}HlP$pU5xN2Blw0-}0rvBWru-Kfs_5qZDtSod?hy;VoCplo}A z?>e@(y<;qsKTyQzD_HDLPn49)5%_j%!(mBiB*bt7%oc>F2!2R_0uMA?aaty}9^SBpH`VqDn@k$^E! z;B|r`RT)Z7Be;uxMNhVDT;&E`gzI*6VC0uLV}*->@0l#jg)0yqv&<*e+Q$KJ9s36u z+5k*yh+5BqYA*U(2uR-6O7Tw5h(TN8g)RoH<^lvZU(nz7%Q-@WByuh;aus-bid`}z zx$z0IdKK}%M%Bcq&B&A}Su3W&`6m28lT{?!j8rNctAgu3{!OnXah|M07tHy7+h&ge zMy@$oT>U<~z1)CBIpA}ANI*P&cApQFJ{;gnml4lDXdS1X=iv(vn51TY(K=_!zT^le zur*BS$ap7Nk+*`it?(fs-QMBYWo0aJepT?T#uk}MG*Ws>r%=Y5-x^w;5%_d8Obz7d zc*!c{@3EfTW<^4{(wEwcdv7$_GtGR8sWvaxRZzCY+cgiSy9lFTd()2Bh(1M15)Odk zW-Yd`6ZFk^Em@OVm_>xW*xj2q={M^xXiOteun-cGdaPQgAM^uCTKD3yi;=nXhXjgc zM0|~TW=fG zVl7Jb{s67I;hVL{k*Wbm1TQ+oJb=-fqt1vr3z@WIZWXrLj7ANv%%ZV(z%(*?H;seQkbzdd|bIlT&#Y|iV;>3pghYIlL_w5is2Zsxa!8?las zm^#sar3&h261Eg191WMWV_N3vuBNUv=4}-7sOXfJU@yxDV3KH*C`#SUVZtCqN9IMWQ3)N4@Yq8lzl7L%*uzan$Z~n) z)T5CgkmA`BHI9i{+Jl(K*yNwjy+P`k%WjF){o8<1L_%|>B9fx+X-aL&OIt7`m%)CK z5Z;fjU^D-dDY*8GJs7Jy^0O7KG_=lr(N_4xQ6ZOv%k-o5z`L#!#BM-MQ&&2lK9HIj zm#5$+H#1L!i@=s&iz-EvGOKSp7H>vVgl{?)W})iH`&G{O^1P9Zi(tfawS#D+*U#>eP+G3(FwAQX}V2VtRW!ogf2;N;N3<1N*sZ7NW$CE zVsiOlaoXuv(grZHjJ9;h+CqAHNV7(x7EMYC%_Ee>v{cCHP0jQ?QV8|U@Z|Uvo9wd;fN!IvV7*}{ zBDx(@+WEOz2aN+71PRIzvw&?Du7#TJoSdcZgij&4G>R;2pmE;D2`&QSE1M4j@{--; z8eXIiZVKg<2UbJi{8ppsWLUj#QRK&X7h~)lh;Vo;^2n2T`vqpo%cG+_AmZ`ysqrZA_HSi1-&>2Zoognsb11TV?Sa304) zX+mJP&?S+mR?!E%ZBDF^pOaOL(2vQDV0hyKn)pbFO){&JUnM(U#j#`*l{{*X zZzK;3D7~L_rVnP^5Nc?98PZN@WBD}0&PZGzah}8~1P&XS*nN$>r!6n}5FAj2fBDZ6 zF|YFcA75kn`9HO$@~X_yXAcZkkiNFoVq#)^`#FJ*uc#NHj&BqWu}=O*ad$aTS{hf7 z(?39xmlNI>oXBf*1-a*lw%nO1m^!ykXqw?7EVJEZVH|VxK#cDk@a(UDQa9V4E%{!2 zUv8vpl!M6%awOee{x`MX?dE7^HiFHPc-%PvHk_T;sirhmH!)*LQ{pqmim{qmk7=`^ z6X%X+ea)cVlzSmaR8>lX$OHXirJlRw*(%Cg^B zq{XGu=ybzm;iIPi{VAbr(j#Pe4j$x|9y^FX9|D7a{pp^_EaESY7)tgvKhUmC9-mZ0 z(lw}EhKYl0^~e}m{1(2-UdSi~D7|83756^Qi4?V}fE2quA>R5u@duxq?wyowz*pNk zf`+dXvbvL|veu?R3;4{8)S10}NWJ7AyVp@_d0#@+0M9#qLQNxNe$9zJ={KL}9@8t7 z2DM!JOtG7Wsv=lGV{nu)`z3?a9D};swh)PwncqD_vBv%b1NABgEQ`g@B4&w2g?y~6 zWLmKtn|{^bCsR_+Yry+vO3j<)%_{gW;3Cs$oq`Rzf!{#@X!g6}>kJuxn(e~v4oD^? zf_+Rj0oE74K{l|^)CWqX8(3O9C7IRmy%yKttZ<6?%Rr-@NUTKEY(5df$D3Hh^Q1a7 zJ5}qdYG$|29;KnJk)MO`&+EtRWwj!*8H;qAL`v=wTXBah3lnI9kwd~r%DbThbCDtIAC&tH| zCQ&8k<)Hz$;^^dqVHUU0i+UYy!ZHo!X%*Q#J4kZMbL%i;)h;R2`rTp}4q9yI5P0Ft z1B1Kn*Zl5D=TKxWta$KaOUjiRBkId=nd^YN{42C(toW!o&tw)jffptkkh11s(wg zSenkSVzl8=rDAnO3#D{AL%7t4Z$wkTw`;|QeGnd5gnMlfoa%{K)F{|5f5J6q+4Qu8>B46GPs%dJr2?`AiznMFpd)6>GCQ2A z?6!dx0vXg8E6FcEhrjC;W6#GO*#bqe#!?;KLPI|A7oh{==UN3TN&`eh!x4C z*)gKl;!86Kg7Y^%jifePQsOA&6|h2~b-&h}`Y82P6gdPCLF&M* z2rrEJG?7@o;bTPJ0u-*`A?sZN;4Zkg8m#r)Qy(74#*)>Lk-`&tkxlYxJZo-0hT_5U z*IGo5N83g{uzO6*JKUOWNJP*cz;C*2^F91BRNOR?ZO0qIyneC}WI>#`%RwGsSLiXH zR;Aq!2Y#$!+Zz*B>T>gGdrQHtiNoco&YG&LePZf(Yi3owu5iQq*i{TVA~aXyq-VOg zB$8Nhk}=@9V${YT|C!G%-05CKgi}WyQD-zcdw5U+V489c*@*_U39?+=ktM`Eh;9EN zNjO^>G;^ZaUyQ!=HAs6Z4h2X9I2TT+EUQrY!!~(TJU@{HpUtRSvjlKf`GGBeek3^> zoyZ}LkiwB)l3|@iJ&OEe7Rb}m>zXB3FVGBXU9!BWS``*7!m1czE(oElDO<$ldh#PN zZn!iD>^i1HwD@BV*uqbhPK4szI)S&w^V{#n>}};AG1OgT4HQD~2nSMDw-_`&%|wgL zvCjtj*dARLstcdAK(38g-HG^HEBO5LQ;J&n$!WQx<>)i*&M5?~rh{#nRW3}{zRsZt z+6Ho}nC?QC&%-7J9H2T$Y5b`L*2WxYlZRqJTywYRJD~*nK%VCkMg>z`{VzN!y4ASq zkln_rylCzWg%?gM=LNyNLRGg0^FM~Jy(&UfSJLus4aU;KjV5lobdHXRgCoPdq=c9*6#8-0$p<2C~)o{-(YJQ?sA0w*Y%d>K5{+# zWZE56XW@k)bKzt9GVL%HGoHN->~>0u%LV?-!bE){!T#jSPH}0f`$Zg-x9B75hJtEEJb_AIWMS5!bUvamTZ379L+IsDDWgjs^$*H<0=@ zP>hTobFU&a&^HW)E$crVZ?GrA|3h*|OO^{aZj1x`k5=fvp0Cok1)Y*vtMY*a)c5~h z(Q+hD*wX+8ic9I&n))5aUU{~uUkk~!7(2%e4s4YRBrv<5cNp8f8K>zEefAXC3$=Ko zeu@9z)Is%-|MH5H;@s1|7W(eLh0-90`Evc2E#Z|P>;Llq-?rud$4)_gKlon=q48IY z|7iL@0sr6K5#!wdr+Y(zz24ViVuJn~MlgH#nmC#z6G$+3SMs{|ABkUE0^a;jFx3BR z5@Bn7-mUl#H1I!ZpDcM4;xgJuUL})!Z8hb!CET1>DPLj#oBN*PQvNm9{1uAe73$U8 zeKjkB1D{1+i}>?;wB%n85jyIV$7}Xu-v8`TV~qbfCLJ^etX9N#ib_1%mega$9)?9K z1D|IPtbF?b%A=R#ixTy{3NcvQebDm({{8=B_`XatUg~Cz8T&}RuwJ4E*ZpL8b{T4N zEcESZTM%%$^FE>&SUq#ULf591xRzZCRm*k7g97tO-*Spt?=Ig?C$)HmADG>FrG*zK z6{a~fLMDgQ=38Wl`SG;}N5w7Q7aQdi0n>NAuP$EvX-Qy4<#NxP(;1M@cvB{NyN;zA`@gsx%8Dg&NiV z6Fj(5Ce2IPW)OPclsN+%Kzy7K2A6TP@nAlQm+j@WN%)2(Pdk3a9Fm* zgt1mHKJ)>twecqlXl?lqI1zUhTT$DXjaNtz`ED@N?N@o`^#T9EN`iWurf#mw_y{tT zC9GvJDw^q*gXuVHMkor4k4Ag2Q&)MSwZVSBgs~_B(z+ORJ$0zkq*({^=EZ>|GT*r1 z99hoYTHzPBOf>gTdTqwMD%z}9gU9tR+ zuCpdD%K7qwPWSD26!4*ISev&3{~-M@Yzep*6Zgz3~+#kd$(jP-?=NpvDm*Gz=im3kV{+m-1*!#nNe zBX?mfz#Za3I2v3gcg3O`I&olXNU3z=qT&7L-88Q9uv%sx8;3ErBIKJkuP`l-@y2BK zl<6O#1gCI_*s8Ip5+r1AIR_jw$RPY$deWnneB(X3j`+lSPi$z^;sL8?A46Gf4s%b+ zbuJZYaZM4`>zl#Klj8E~Od{XB-qex!a*Pe|ugJDUDJ_yL@}RryXWqVo5u5U4*xGUx z*sgwR#jtVn{c2myhhgMAYD?#<+X8A!pKjJe)d8hM8_Z0?yl{m5|By1Ad7@=avz z{3<|HVb5)-tlOCrUp0=BEhvTALYAX#h05<-$TBSbb)w|VuUt#iesM?PmQ3!c+%+BW zq#mfL|I&0Lo(KnD%eQb}JslVi0jjxpa1Kgv$53Sz_ALJ>y_MSx}VwVUf$ck z6URQE5|YOpapIJ&Y+Kx>E2_rlLSQ<%l&%@9p&bK?B4%L1>Iex}-DZSD0~eMG$xi8q zH+8Mn_EL&jAg@5Yka}=S<>H;N7UE1de-Q*bDaFW@s!iO|dDiKTZJ3=$Myd9-O)+Dn%CN zC)3jNyuz^h#$T*1QjQQk-M!pjWs{R}7#XpK9#dBWu-k%0Dsu|A)soxy1R%4bR&@C+ zWmx0=dxDFgK1oU3VY@}#C%Ju$1MYdt*HxpxTN9FvA0Z!#;o|1@yltM=)6z&(BC;#B zx^;DlzimwE;RP5*SKsi!E#fdhCw~U3eC)dFuuR%)oA&5R{Ew94Oc(s7zCsLUX&7*Hp5ZFCFLt0#s%kJN8l|Ik zhaZ6%(pYMKV)f&zvmT!73RRKzYpA%6OZtUtY^=9Z$)HaCcOL0^rYBgw(sJh z#$-2jbPl9z{76yrb+93cNPv(DjF55cMcE+FJ87LaZlm&cj0=%R?@(oNm^jOQRG$g}@mlVei0LbSm<9X0!2WFONKz;?9ZNhF0w#AQ- zEB-tXtn@}D5BhFuUtG&f746yNJtGV$9-tQthudeCp$_KVAJoUZa4J$|;u-pJI3owq@zKj z1{HOE1Hn+Ng6u?%EmU-UblE3GRUJ1S^fy+_RZjj}4OFz%jl-vN&ZJwaU<)#-(xX1(r+K|m*Sq-^Xl&zzSyzck}Tnkelng;Ko9b!vo*)? z6N%5)f}`&lV%S3*WDB`X0Y=a@l7ISsE7chu;=ZE5fQqPUvEwr6GaG8tUZ|LyOT@iC zW7K8$ai5jv74~t*TWiLdAJm{mh)gQxXZKZGF=0d)GBqseS1M?Tdj`#&Wv^psb^Mj2 zI;eBX|Ht3aA0K=cY$}9GmSWOK5Fc+o6h+6_p=Q5%@l^CHoPc9{0w5Ihz_Gu;%=oLb zdE2R$`Hn$9RBBtpK|YCC-J^#aB*MUYV3_r~|6Z|bPjTzJZSf14=eZ3`I8ZLrL=7WK z2AUKi0+m3yI40@TqvCmMX&mq;KrW{@J|wxnF9na9)5*v!i0lVAI!nts;zv4jo{!Cd ze{fa4!+Wosq3k^qfRR{%z1;G%kn6KXQG+9A{b#nQ~kxX(JWP5y@LxEP^@C?wU#kHCCoppvDE#YL3uUggR` zGokpd23dp~%9TUIEY3BRa<8YTM`}@qN4&%Oa0#m1JQj0g3?$(^BLC2~*(e0SP^qyr@Bf^g7Wjj(?a@ z3^sUp4tS`+bRvAH!2?Uu@_A!}{1H_!axbzkgy8P1;fD}3{{AW$xqD~#@PNAj?!KRG+5L3mQCB8fR|aPuBT6$pxL4kUQUUBwfb55NSGPt`5h&AfD)WCJMO#vL+QwG`#;DD zGHd*e2@WU9J(%Edmg<8E+HNo;xQN_4+UHFPj=*X~2@Y+H-;iKPJ~4s|Q9jW-1qt@T z77Yn@B`iFQU@t;3h+t1y>4y<)&W(5&!B#wC7{N4u-!&viWo(=9zEFbACP`6(YtCGl zprPuA5?qxcySymD!jy^h*)uhr#JWyH+b5Y`cQ(WT()?{F_ne~u?%}CCF!vV%O{$PM{FB$_}gyzvEcsRf{?`d&> zDePPr;CXrXV+?RnqO>NGaDed7X$lAjcqTYi7$6d!G*k~W@JPzmrsSdi;zKX!@65<#|u{Ab3qH&6~k%4im$9%Bco^l~s6OsJzg050%HZzBy#`4EL`AF^-y0Y7Bl49`#)-&D!BH^*0;TycEU zu7-!&JM0#JsJ$bj^uhL0dF)~G_M+>|!RAu+}F&orSCQ^+D#2;I2mI77}Rt{&_KT zM;=Z=bIAdCn7Q41r-zWEyQZ4O4J% z=|SWIT0e}OUX$ew$>lvML@w6<1H_FWum!|*84U|BgbU2k?U~}Q#)^o&q%f?4=6dMS zKy%%(1m1FHOR)wP@1l!-^TIBj`Bb*lk*vmtwQHVMmxAqDIO`(oT8OD4>r$NQA?sF~ z>BLbt4$d`$O0XTNv>D-l2$ZI;3ThYY=t1pVv*NpO;avopIbzdy$lMcR8Tf9$LKX+U z6M}#nANsBe*%W@aCq1y}I}D`$1+63R@OhJU)vLTXy1kIk;^?MBln+LCIJmexoz`695e!#gcR?I`rZBE;L(79Ou4=9(E*+E-qOK4+Xb6DDY5lO7iE4 zLcy&z6N-Y{u5dbkq2RWJ!UkNgcy%}JVtFFf+9x7q=FXPrmP%Dc%54sgL15C;=Iq+f zQluObZrU4_+fHv^iMY5<@_`qY*Zhz}gsT&;b1=(y%M$=L0q+1Btp z=H;Nsr~Tk^t6?LP;7AT&}T+PJsW&nqOmxBvRTu>2nBRl*e<_H+^sUC7r z5HJ!?JZ;(nFp^na4Bbe@=wj%A6OAtn9bPSAWn$DyF;O*<;BpAJ&bV}x{>n5#n3s3@-TGda}HJ+DTa>8ojg&9xsmj`5Od^nG{FUi z8;U`HFE1Pp8yACiLEXB;t`F zxP$>r#Jzx+2Z(FIUEyzB1>b1xU&bX{b|mKfKyz!>x`O6bZ#BlH3jI)IXb7VdG9$zF z!RXfD9>vkE!Gl)4|72a(7g@J(^QpaJp><$?U52nV8>&4CtVPZBbapWQws2$X?ECO< z0I62}nXS-%+K*6Z8~H0H=!jEA8y)B{K;w@&(>@&im&N_0CLXL?a3!8+zr^7_<@$H5PdiG82+t) z$C54ntvkY7_*-|0t_OeX%r6oCW;3;?foov5o~>iSZj4CqSB7=#s&&1*NHzpA4177` zwht#h1zSVbx+yVZYu%f`^?zI0ol5%6PROL1bpa$1zYQ}e+ygd zaab0%)>A^r*xEwsL$B#(W4EuKND5m6_OS<2<6_j4JQ7B2fiFxx%YxJj^9X>}(pIMc zw3a+wC@e+Ps^n@BXzjEcqX4v)gpzGn<}M+RL)@B;)OHHre^F}f3~U!ltxa!#>9+mk zHh}Plh&WrWZKif+VQVc$a$#$?5(doJ8eUfcrGeDitWh3H4H$?fJ0u4T(H`=`6{pr7 z;B41|1z)Ac6gn{I5Vdp*wgx~%Q&h0EmYlK>X)Sq|Cejv4LRyMA1MK00Oq^lzT7!31hR$*_+ zeMN_@(?+J@u*C?ASg=8VPkVPd`imC>x-UX2yx3aQfPk@ul#39X@L_9e!xkU59_h~2 zboInse2Gk}h2SRnd1NVwj6luj#gM_W69yB8%r2xCLx#uiMt`T;HuS0XtByIDHLo?>9Qih)*h4(+bO;PBtmr}maBqd1SYf?l1l{6gceKT=z_)I zU2BKvHN#?SPq(wcVyGo8E-tVb-Y9cls;mvgwE&7AgD=nEms*kZ%1KGkHu?iql z>JCp7f^1D^&7#A9REOUua;Y&E9q86*VuW z7^!BX^x3;E``Sa0L2-Ld5o8dQ+Fz~su2;W4_u{(>mD{ydV2Deq)Ip!iz#_9FbG`O#1r6tfPY%E&_*7()pg3cB@EH5Z6SiD*klzbo0TOSSa7 z(oCva`dx=zX4TOTOPH8jcl5im*D-gtQ1Yu`?u?;%4OVk!P&^By?H`kN_D_Ll3#DLY z0nZ8^Ebwf9x6Ahd&vy4bGcgES5B1^Bw!+0^s`5nX78uHG*o-Nr zY#6sJqHN@iFQROulX~^$L&k%idwTO-X~FYgXT!64VP}d}6JK*{KI8-G0+BI+oX;zE z)_%!$Wx|Ee99XR<)##zsdiD6zuDM;w`Fv=#?!2LYhgRz;UGv~-L3pcuAJ8*_Fa@x+ za0>?5QgeKH(`kG0YN6ANNTgXG@|Z;GxLY4wK<@CjD_4a8n_58?z}DOa?!~W}&v@}` z3N40KTL`&{QwpvI7nDwvhJBYCqEKN*F!~v_H`B%w4IN{q?OH=AglW496DWf1D)1}> z+oc?Ts5h^61y3nn?ec=~@M>3Zkb=_~nO|OT+UZF6L!xCf_>gGD4uwQJZSyV& zRQmIsXBdeh(avyZ0ntvU_nSmpD6Q`EH-+FCJPU~yPwvrG46{}878DFDC{Evgc(oY@ zr+BrQzE8!grR6kmHB9f!iP}WM6|XkaTC8|~wV8fa1*bh70|TcWDX#m_X@~P-A3E&_ zs8?`Wu}taYcamx4iHcV{jDr=fwudtdo3=YUTu(_I4v zu$`WI3t&6Wm1^*Jc1ME?Ypa5P`GvKeE#P)RY-bCVX^8D?MU5F^JF^ilitSXX zmE{Gkoz02C1+5_uQYdhswR0^#?&Oez;wB8$t?yjzUJ1r_uC^NsV*|LUJ9M(-6qQ}Q z6RLyXxu)};Q8x%;yVAe!%-kQY?My<*)2(?^B(+Cz8-hpn=!o)Zwsg>(pt^-f9~xypUg475MB3)jBW+1s|E{&)y;H`4OX{6GR_pNZtm3(&uATgsNL-gS~s() z2wKMzX)9DD-Av2ZLh0;%eW7&7Tz!*t5LP$VGe}pdtO4m}GA9b8gW}UD+m(so8@-;z z*3I-?DYR~GF0xQ)T|vaf$PprLI*}o{ne>W+l7l6`GmsOT78vP zzon2kHWd@O;d(V73<{^j z$-r@{Q|>|ug~G8me~UyS3y~|KA4cJrTxVFsl7G!8XlXF|E~qO`}`<2wi(hx{+yu)uLDHP4Zdc6g{YzXpY4y7y*g zrPw%liv^LHjoYro@B_!8h`f4nxkfjX-2j_uxh;JFi- zT5d~yvZCdGwwWm~xZIX3tHR|l4~yB_R3#0H7Q{w>xN64B;b4AFh2=ebnWoEhL)pm? zI8?W684b{FTVCw|bSS^B)^cgBhZIG@pF!$yQ@#*&TegDLSZ`Bhr{zV|ZQYqbMbvH8 z_%cKt9*Krr8tZKecrGuZZcB&gBI>r}I2BR1r6qHJHP+i&81CwgGI=Tj$!OZ{8h!+VOZ~alV=JpUp5}AvmP=(hW>1D z2(Svdri4&;<4j??!tRhlqWfrjnAv^0X(92D-KU!t5YOh%_vJzHM*QD};*CAcF2mxD zbPF(liZ@bViM|HZ>|)Jq@w%b&>^^$Yd85eEG}1!^ZGXXd>XYS>W*Tp#=}*ykBb8I> zXg!r}C*wYC^A={(m87!l)lfCao@+wBki9Ar9b|7&mFW3-F?*w?#2|YkGa~%YrwTxO zMhwI^I3o)5Q_eF|;F_+-7~fbu?u*&$nGp+r+UuGTmj~MGnG(}|4>{CpC_W{ng)A** zuV;_D6tve*Z~3eHUOyc!3AESG&kNY=34R;cTa@c2SRk$VP)E5G<*3bYM?v^{@k>JZ zR1w+GN*F%)RP|?J_?WpSuFk2|J)s*n-dmigHY{<%!5XdxdB*&Z%6`2uKX`a8II&uP zacALzM`f<%uVymWS_zy0PP=2uO z#FnKKUKQgl%CE&UZ^}>Qd5t`o@@r{-*UNNbELO7G%2La(P<|#e z9?Y*52o%n*9kQW{^Fy|kT!LI}_*cj8IKP&52gUgz#!-rr)|4x`JmeqJtByDM$KtwX z3Y`j#L=bU*?w;2&=`Mu=HuqmC5)kR6!Vc3suMInj0sYVEf_SQMU$EX9mzZIHJt~F}&FWPt+hXk0}y7 zjY&QTN(eW}w zos(h9R01IxBKaUpZPtSF(d6x)hvZ`-f%pseykpvcxF>^rv7DEGhvaKlGP_OkF#$jb zk4Ziz00@RL$ft0>ZoE;x#^&WB0##Xu(S2Vc4PD0e%^F?~zokIRlD2oOj(dsRlU>Wm zy>Kb>ehkzLEOD1RM&&v6EI|Mna#wRhBY@m(sM(?kKt{snn*e0kTfOm^2)Zc9-2?Z* z#QH`~Y1uRE6+?qg87 z1@}80ixylRxQ_v2cdX-2Bk z9==4Ad-ROx5;1r-2YIw5N<%z`boAaE?_&VRCrU&qMGn*bjzJb~LY5GJ^wntYHt@%A ziT_M@l(7-Lo$i0f=t%b!$=GG&gG0tpAY&R+pq?^+SsB3)k7`Vip$9Q|G>7F)GA?XN zu+5fbij*L$$2P%z!||n7o$O>EvkvSfpxI0yB(LG-{ch#+uzvJ)X-U6M*CtKztFV5o z`KqbItRH=5Tny78k0oFG8{>l_w~sMC6=pT^VUDjEPWfKV?^uRaJdj)6vFfV&j)nDO zkyX)uKW6>l>XR*;UUziPG~Msx)Gv8-u(x3*&qQ?*7j>_?yG497>O=W1Z^bj`*sJeMIo*7Q`HD?@rL*Qpk8 zru1A?Q%s&SrjOJ(M3Xudj!oH0^|C9)0vgA_4BffyvU7KE@_$6`Bmn2Sq#p z+SaL9s@xXK_jIy@;+9A5WY?2ZcX=sZMr~49N%ygrKQENMJi+&V&f0 zcUvY#aKFa#H2O0qNAFj$eYR2eByb1hgW}?LLHQu1~Ho`Jf0Za!We;+ zb=3-nw7V;uZQDIX7=rRa@rxmp4}!baxq$M1xE)K-K1K-KNY2*po?iDs`=FSpaz{ES zu1>h26ormSUpx|K zw@{K*8`Q6D@l^-xL$J*~@=W$YF*e5%e~8f4i{oTNDCQiE`n6Oq3F+6WdPzvX#(18< zW|4kvJA%NO^n;>UM^HZ~CeGbOu5BvNy*%_EBzd0#{~`2vx)Yl%SX4bR4(OH~?(e)j z_#a}Js{4_ya8TU8P4FLtK!i4bPPeT_Jdz~0)L=|kI4FS%#RD>+s=H$xux%;hZya!; zG~9?yJRlSWNeu)tRO>@*mu{)X8y;|heM6hkyc!v;d+^cal z4G@T6vU`#l2!tXM!8jlU-7a^NQ%t(k!4X0bfooxD1_axdg8bMcb#K2UPzp&LMVPVrV1BG zK8>@WM+)|aA%tS4$_ybCjngoMP}q+ud?3;VSnc=@ST)Q-X>>mW};1&abNO}m#=k#WTN4F^Sz##KXUo~vajy+!`Y;d9E zQD|%sio55j$y}>W#o-8%mf=2G<_H%^rY;QAf~L$ z1VS;dWF`=b;V~nDP~3-3q!0uXXUIvzOE6L}A&ek%QZ!ne!2m^no5di4P`q}f%N(R; zMp2C%S~Uy~M~I9V^M2w8A*d3=zNuCS6!~957PgU+L+Lx$_;7WMI3XyjvH*%C97(ng zNeD%@MlpfoK@^PyVr;qJRtP}UEYXk-0oYTmwE)0=*{mu6u-oCVJOm(YW=&Ed0NIaM zl%BJq5&PAw;6`(QP(pf!3G8R?QJ6sZ?ygXRT)>d>sp;3P=a|IQb+bbW_EaM-O0dWK zR!|^{ooG%B6WHAfb1CAlA7S1C{GqgoE-`o?BEq^L<9$85u?O#CBi%1BA6n;%0S?U9 z3uI0gxt`t>X89IM^4S6Aqb~)1Q?aMP`+5M9!u$H}U?3EK)~P^JnTnPH`J)Z%9Nh;3 zgra>?F@R`-yS^AeoyZGhAi!RetoTz81};g z_-6gur7E!n`%%&lDAvze;V;;)B~nzdUn8ZQ-gJ1mvHI@)^WcB2s;CtG*Dfd57X8=M z&vSX`zxH&Zv-ON>0s5h#|KNEL=@ZtknTcD9^@DwXAk-ybUz_PI7O)S&`D#r^cTBUN z5+^e2mv*^9{VH4!0TvaKPW5IL{Kx7jpJM+ODq1W9|Fvvii~VbdasFceU>S*@H2b$e zl257VKSYcUU61?FwY@s!P36dbVgDM97jb=t|BwY>e9`b<3o%^mU#qrVVgHbitICAM z^;JiI-QxP%7MwB^U)vlXFNlw@gt$zkQoxcynHB$;t==|5vW4qILV=J^CdyO5y1%?g zzm{rD1^TrS-ZiA3E!*#GOh<ubB07b2>N&jpVsGU2AC(TOc1YA)07E zfqZxsR}p#Y!UiQ5WXtzfRNZSSwy&*qLAHFc_4wMJZoR6ffBz-6;zQDdUiStGFArC|_WXL`&K|&UT z_N{wBm+Dz(kNXSlTa&VMoO0Ab@yH8*?8o9Rz9Q3pDDR@X=*D(y;ynfXtp&>l_G3n( z2wx!ZlZxlCt1(q@z%{)AiUwR;3MmH%T$|IF z0{^Y4P*?r(*5-A$;6K)u5g<5}Fx=LJc&lID>TKMi_||wht2v%?T^>MhX-wVuJb)eq zvHRik5YG~eD3g!9rr)@pa(je-&FiJ%0izjje|||El|=1 zPdf#6P?8`&-<7m-2-t*IN2RcQ?5DJc?z?}*ReczZ^0B{C1g!lKI8TM+Q{Hk>d<%r( zE_#YT!UwoVfGvEbnr+(SU1#xnYL0i2Fi5*R?60qYM#27&exyfZ>JQ0(NA9Pm_+-xbU?wBMDQoPqtWL>9yPrMitl zzXgIX-k={gEE=8W{H~;w2J>StaGgYuAIh`tY7J<}50!0>&x80~i9?3)W3OH|Y7AVyf4-Q47Sk`>PHO8Ku~eoC(UUTyEH_mvqxd~SL(&G=z+d3+wi@7g@t1^BH1_+I!P zoRcqd@85my$>D+aa+1xZ4F6Ub-&Vy9|LyX7?Kuj@`Ikc|{O!Si5A*L|gungpy*OmO zuQ3SP>zhi6!|eVtvplb(N_ib+$l`TWDeLQ7@qhp2KYafCe_lH2$Im}?xBWeLOp^>~ z?k9ZK|NOV*-~9W3TK{SNw9h~P`{lp6|KY#==l`_)5C8n!c4xXjUs}R*Wl1!C9aPHe zDA#*=9aYM6RC4fto}(V+b=0ny(CesD{?&Ui;5oiGj^kgx747%8BAF?#FD>P{G^`oV z5&HD{SA_JoFGrN}I?6$?*HNWBN2MU)bJU~!t2Y6GqkX^-{TFXS|NTvfQ~33zrMxc9 zp19Xhr94N)fAJjkD6gYjO6GM`DX*h!)xVA^!de!*lo7ruF9kBs#Xe?b4??XG^Gm(tb$rp^ETPDXiO z8LGp>0D2uYQ@Qi;aC1JX6rkfinG10 ztfgGrb7lR1QnAbDs3>2Kno72R9W|4F|2hi4{G6{}8RhT#mF$;v-tYeL{qgy z{`KX`tbDn$CP((`s211uYx%om`8`KP`EnF$M)dyrl~Mk#U&#d4KKi}S`QcX{fA%Yp zOoFHXx-u(Yu54&``Z{W4zxq0=sY2=NsFs?g&rz3uS|dC^@=80ozvnlq6D};9AAaNc zXTOo9INq0K;eAy*Iiu&0-Q3aZP20G?dky-{8@?aRoO*mQbN=-ainzw_f6@4Hp0U-F z@5#r*A+g5>$`SeaI>OdYj>yN;*J{JW|C~?H-^V7&0r~hk!uCjx$j9f1A_R0qeS96U zCtF2-N91F!veH}q@A>$gfoX;MS7jJJ|6)@i|C*1lBPx4FN95ykL`(!9Q6F=C74-GL z=i}=PiL&{Ke0+|mxP*?VkFO(A9?nPP3l@h=ZXOyhlUOCe0!?~I>!{a%8d*ox8d*oZ*2p@l*2rAfdyTB4YE`Rq zy;ijx^{i?+>bZn?W>RhjNsE(?2sE&HAL$%GSbtp%@ z*P*94OxB@X*LxkRqiW@-bG=rMI;vKVI_kA@)KRr^)KRaMyY1nR(5W_VAb%AOUVmPcu6lp{Z?8jk-dqp`^c)=OM}aRvcr%}WBk^!PitgCS?}Ma@ zjXY?Vg0%sk;WNc&#K^{})*i@HMMz1%pKitt4Os6b7vGHAkI%@B9R}2pw+aJ)<2SPn z^F3s)+~!%>)1}}MrR(BnOq9=OGQF=65g`qN{TE7WmA9TJ#Xi$RWVjag#^P)nuY=wM z#D(-^I>sl~&o{xtTjeh&0AgzF(rxLo6 z&&tJ|nD%&j)w+s`k&%oZqmMCoZ#{)e}S#tuTe-@MnlqQo+B}X*;iG z^TO@V3(vdj3hEFQ+jvePz#w1p+e>*a!T#)9^4m*U)x7rm zBONMhQYS?Wc+7k+Kf_^v{kk?N>KY?u@%$6g=H$>&lb^Z;_1SmHpMTTi!p)Gf@J62z z#`7fn9lyPl=R*3U%rph-Na}fhk4HuQ-i#aGl3d8t;-TOwPJ40jWImrR4HFRsJA$>Q z>GN+ysNgh@BFqYI{rVe*eDN0RtQ0U==X-y9DXV$sQgZbU0Q=W}E&N_C$1+xw7V!+=BY-yY$RNBX(QX4YXZ7o^>Nn z;#oIJsSC+}BYkEfJ)PIOkx@~S85FyUL~J(gZ0q9tQ$-i zIG(>@!uxyOU@m)muN$S*x)CK;j|9l|y>8s!g8Ze|;~L7vd*7uf^|Sz$ZqLK%mqON$ z5Rm0mdmA6?VBGCdTZoT&!!H=~hAW~A#0{g1 z#3QG9Bg!?pTG#YGkMLo2nm77wy+a?d#u)R4-r+PXY&?!Lh7JD+qtAEEm^b2Ujy@kB zyjRG78$_>gG@0J#rFqO7hk{e~As%IO+g)-r-ac>i20rEuCOn?zjp(kEtZp>T8_OV# zksF6XxcVwijBrTxE;@9|b-E&$bNK;-^=8QB%d~mo&6BWoYg*!Qa=zWAXI{oGYlF{w zXmGsqZgC5q?PLG|KE$m!7`Sg11KZIq2A4d4SW5EAqBHrd2hDb!?0R$Ew(V@N9`%yB zHW9#pGahfEjmMXR$u6U$cjZk&gFxsk+3nr;Bn^Zth_G|welvY1*MwN%p{?E8UCC8r zv#DJ8kAIrwE8x>0XvU$c0u23Ahep$J4c;*8b8AobkQKA*9U481WTM}qsgs+Mh=u%r z)<>B%_$Zq%rWwF_D7261J!x?4bGkzm^H~wr*tDY=Kf(T?f6h!=*FY|+3pQ*`VmuTI zouEed9KWw(6j3pXZw+hcyz%!seu|x?)16I~+pm54m6s}&`+HsR^@RE*L42)Zr}Z5MmHDK0WP^G$1?pi8uW3iaTS z#($N~>#csj$zIX$j`$ImMrLkFLS%^2MCSHQpp!d-`X@r^{G0i!>6-q9Z0p~EiA_j{ z+zLO~oX1B6l2gfW2&I1$JA85)vMM>gt0~auxWu;-b@|e!l<6V9rs&1G97IL2V#MtY z!NwTuwKWCX^B3~V$9^o1*J#y$=5vs@gh@O!p-dX=l)Wrw3$V=>WgJdm*V_&+xCmL~ zk3>IKoSe&)SyN*YHjU!n&2u5^)a=lF`yKi}5BcG<#2+#H? zB2U^im7XuCo{q2u8oJnLtI(97XQ!JMrW1NmD4!AEvRugBdIhTv;q-}rwQ9d)pLnaq zBC*fS2o`X}>`jrgQOxckkNLlAOvYB+AuI?)G27Z~WH48j-WDJzOX;47Sap$E#|+AG zIemi9S3yV*gq}noj*~uHF7)97M_;);X6db1)?IAe1^ey_+qHtbO_9+tJbd0eYypJ2 zG!4SU<(L2TSJTH1mZ5;JRG> z=ccG2w-%~V_czig(Rmd2P>;e?8PqQ8Q@v*e z$MB*cnb>}d4$MIOw?bE-J@Mr7A%pP6vLFaG!?|Ejpr^CwCb*9LjZ6%2!$_-pnTIDu z)&&@H)E}O^wTs&6`yL9#Be@j246lO27o8Qa@$P;u4|R&bZtdq*q5Kfe_zl#5m{L|6Y{b!<0Rg?^hyRRQQbYtud8)LjLbG%zZbh+DJ`jGk$_}J#8cey&vM>qxts}{|d5gR_a-iud_XY3#cj?Zb9_|Yx z1XV`y|NTq~4-2VH7s&ezK23bX0GD*lb;FkV6dJ?MKLg7ok_P+D6mxJG00F{N>|A@15@tsQ1eCSURWDe z0C6A`wMEB&^bS9}DFx&AS6NMySaug*%3L7Z$S=6$Pn|^cqqse?GiWB#!0U>aS7FmH zwDqJ{LZ=HoL&U-OnfrJJ%|E^Z*}S^umtFU~#xKm{>mx!Vr1*VNN7va3HXa=6!8b&2 zxRlnUi#jFy9t!upGa4J30Bp)rc}rcSCsgi`egT7jxgVDT8HIFmHSz8;L(BXy+QzMt z;HV!`u$bP|#b$pgmCC6ja18v>yVa=(q9M|sm^&U9L3DK^LVM+Ani!Q2olQ}TmPl*S zW72Oi>?t3}i;>}JVQGUV!pXthQ&1C#Cx@~q^BzYWQ7IJL>kA@`aOf~{A!F{|l>?No zhXcWXen)UvPt7tb_CvR?YF=HVmCGtBTE0TKjYk|kMD6Lr!yci*apVXMU}u~%lpo($ zr`QoiM@P7RiEPP>>=8dg960*e|6S(4faL z5U0&)oK6ZwTRJ^g(V>&+9ytc$jWO%=Y2?s zuBBJc#drVI@ppMC4u)*$AN$mz{Eg_mKI}(W?f6);LM1vqsK=xLLxsq9bYAg9-9Yx# z_}XU}SiKZ?gfaGyeO@wZPI(BKe&FW*RMkQ8F*zDBNl8Q$zZ8r+s?`S@inNi~{g6X{ z#F>dJwg|eY0Iy7?fCVuLm9l;u@ifFk-Z{RX%7Ue&7PNu{!IUyWgiSlw4jC?p;|H6R z!47VJ{7cy)b`2ZL5aCvOJNrEMPjZ|a%4Yn1rE=W%ZCDFYS#~# zxxDaTC!Q{U1?1MI;*?D`+C!m%-;Y^BmL-7gSMle{%j4HLh{p|7aer6*Mgd?l-+lyE zxlv#;eC)3%|E0i=Q9lXo_{zbv#-zJEM^Y$!}| zJ|Hq|inAn62yBUriK`4v9@|He2bquQ^8xXO52a_q*T!f4OaZTu)e(<6F1XxcYtd{d zp5Y?wiXE>F-}l-zhvW5sf%6s3;h--p-W3_PIKg$r8ELNXxxz{p?qBU7+l`Us6piTO z<`aJ?4&{+Uvu0AQLwR*g=|V%~8?KWA9F}&ECQghb=ms7f=VMpgidBdQdcdwmTa>wp zK6OI3Xrp|$&|!$|$LD^8f-B^>o~v`~twnzLNrATN;bfU8>mty9;!t$(kUJaKXsrq_ z@^@{(SVk)ekn^@=E#|%D6_rkk7z(Gl{x#@30LYoC88+qh%HR&rW=>-)lR6LuBdBGx`WM3TTcrvWR%o zw4=l`Ga-qI8WW%p6U>~x*ZtORO6Eqn=nqG;Ka^1gm)_#bOv`djq7fIphXTPMG+!$* z&d2;kR7C&$G>YFpw?bDzMk_;D=gSlF!1~lyTZonGNLL`Y%yCym5_OHz5Znqp!GjwD zx5}fUZ_BxVQ+do#KKuZule$7_k|zZkAw*MF9&~_vR}Lsp6IsB!MimBcx~eCia*w{! zAMU*_ed>J>;Tj5&mnuO!Q&DGsXX>@Z4CeurSDtfaa_?&y;>C6;J4aRYHiD z_CjrnNsIg=yKgpBH23No?n1O6Y%VpqOhZwGb|2z@D~f_l25cHpQdbaJF*Iw7IGUF- zGBRZh93;EP;>U4;gW~}sg(1Kp!SpT8%?u*V2OlMij#CtO^|b9x>jP)5O!1*XobAQ) zd%QKsO97`K`bX8z(b=7$Qrxas|1h_MHx`e44F_za^{O=X-92;ok)hKgRbEIw{qmID z#BPj#k%>IoJc;j#*LR&Gh&Nc|s`-sq9P+Dw1Lf)Xf21qW`%rKv;t=Il_2$96^x8D+ zDKeajhNx6IQI_tGjKY?PU(%~%E;OYHIRz+{jzw{Qi5Z93`J*ddy)6{q({y>pl{OC?l=Y8f1u!>syrC-GF=R@hKv$Ia0*q9Box>s;}dI$-S^P{ z?ooA3DLOT6zj|rjF|#v)herfeSSYiwu9WCOPRoA#OX=0#VOcN{1*V?Evt}qVx7#Iu zA-=Z|5TsTo2J2xS;k5J)(^6#RVLdurxr#J3a#;{7xkSf2$M>7OiBD zEF}YZUmS{2kBDw9xL%nbvb{WV^{3kP^5FZYvOGcNP+(AS%k83oxq#4CKwHJbIIIRB$qJENVWr>!61^PTIhOeNZw{rN7p4!ZGwB{R|= zG>jX1Xwyr*l^mR5d_T9TG{p`@1D1~(Djx4Wl)38np;4TE+=d6HkK6MILBl;4RMjel z=>wx_4Vf|W-a~OlVC11GaxFojP};JEAxCI-ILD^Ko}N==Rw%S}y>F#(WuErST*cUi zu7P}dICsfKp$`2f?}tW7YM@bn1n=shDDgEI{P0w7sLUGDqB@hT3co}1Vso?Vcjbr* z8qM#e{;)F_+(%T7EEnHYlr!W{gJ`lXPNqArb$tmqRDJ(Gq8R%c%32{JGL{)agvy=@ zkG;h%`;zV0r^uG3n(iG{+i`u>vQ{A792c1Exy+h;4b3 zkJ*C|)zHJ-tY!aJ&w^PgwZDo^Rug`{y=s9~x*&qMc74a&O7^mhgVT#|o(;CLAv&@j zu`SKkQxb8M@p(W{pQC$PPW=GQ%q<-#?CT!#q2#Zv-XqQA_tcg%ss(#8z(iI|W7n=V zr$Mc)zr`ZSay_IAd~~zEX3tkoL9ye76XlWIy)iAd?9_(1KCJv1bzyjN$IBDfkXvY` zRPBtrdLNKmM#PJPAFtZDZwQiO8ZwN4LMK*V{`41aA(mV~lp2we+>e2n^3!dhwSPXvAo zt`k!x77tvn^9_LvT|+z;pjAlwm5Yd2)Vnyk)#|@yND-nEU=RM!<_WNRL4C#p=SMPP zSR`g-@8Ra$p7}hjS0uBynSdO=R!d9{y;>V)E5g-?T{bDd-A+=+`anhOD14)%u#-~O zINiQX{kCY+dGNfct8_fw`QClg|c%SDsp%g|y+n6(lWgUWWBGUOT`NX^ENcoc*@SQNV`6h5 z<%L;SvjzNaxBG`fl5Ku5G0HvQ6$qGW()bb;3f@U1v8?>y{x7EUp`AZbS+JAOUw_fE zi^Tu-%jwDrvzPJxd_7qGw_iHUK`NEix)>w(pL<|4$MS;E==3^+{!TOOiO9qvFki*{EO@=z1>zhz+Nf@ zebH;do*b0Y!OiH`N1X3v{ZyX$h=|M{ikM+|t0viaD~hze%ZGe{KGZ;0oAe4(W2@!G zz5_3tr^t7lO_^SF7(kb2)ZlP!{gUMS{z;y%`muNHQIwj+Prrd*r&>x@nhl!r zS?JBaE$5RYH|wyl_OLLuPl=CRv7b}UH1fs`Z_!V?1x2htO=#a8Azc-nK` za{Nk%yJ~N5k=%HKR&2@LC-)G5>a9hv<@?$HwE9&u?u%BiO0feD%(7=nUQypSbOIdMsZCwYY`=sw`ATf2&?~YFniQFSEYdmv-)alGM z=?Syd^Rl;}Exu*|>bTf9VN9Dls+^IX$s08zTCm&P;=-DM49^Cq3RkV{m%j~vO);zyodi`n+aVO@A?W?eNYt~ZMv4524tnT` z{-F~1XtM&NQS(03&6PV4efPKMGi80Izg77F=W5cZ5$7vaq-)~AZ#Dv%|4&x?s4&l^l~lV z%6lg#r*pao-<+jk&g_pxb27x%V>YB5vj=8BaSl^H6L|g^eO8ezX?Lj6K$m?)uN7_= zvws}4NY=F_>d%20Aj1s&4#u_zVr>*XC3tGT@YW{NnE<}LwO_bv4{m!3U#hL(u8pTN zQ6n$RCog;!Jj8&qr67d8#)r7w!bc_3n;6iW?1M>E{%bL&Gx@X8n`n?1@&)UOqiiWr zwrrU4VC-lh_AeDrdu31iTb{x^_yUH1Z(t?hO7PI5;GrA%Qsw-FJs84>DJR3n;sXg$ zV5eY(F7iS-`agSLZUO>&ljA__^8dvIwje@Y2qp%zf?a@#!IbBN_3A;;U=%kVgfY0` za{~Bo4nwiaQo%zke;}7L6C%JSUK3h*{indMSO2X9rU1)W1nYr$8Buv4Pt2HsU;?$5 z2>I#$Faf>}enaGx$6)L-Bf*i75#O~6@P||aZTJpS37!9^mA`3N1A$Btcmqj0J0>hYr5*VV}0D|jDg$8IPXv9YZcveVY1dvyE;qT?AR{heSx=$(PhiryfJ;S=QvL7 zyHPw%V|n!_N;%osOyk0E&#aCthZ>ILu~?y+`2jufGUrcW(^9Dy;^i<8`)ac$ia7$` z*9@z zCLUHMf_s=V@izA|A(ukZzjur8XbT`YMa;cyUMI5}HJsD(-XAo$T40DyV&uxGle6BO zc#We90Ui(biluU}?;VgO7fEL%@C=Tol>H)8=MkDAzUO;Oec#HCby|sKxBvdN0)>Xc zNr-;aUyrR`z~(yZoX+}Q3HW+I>idi0U>R~?L*gqD@b!!T*LVffj`YH3y+bU$Lkx?y z6x-!w+vTJO%Z%FtWZMJ(SlFEPodYNrg%}qP8-LhHzf$Z))J=OFZ}KoYu8M3X2+GF~

AD$ z*WBc0)owo)?|;GRTwCp}^=+&7AxmDCv83dzn?YP_FK!#UcJ?J%&n>c;`+aOLm=ef~ zn4&nH-AMIaSEJZ@8t%@J7YTsxKWK>|#4J&fiVp{pizW|HxBZQ2NLj}bj z=@$dUWL#-e4Zg^byna6sK*S$%Nr8;@K9o(>U;let!OsKAwaSi5=^CHcvgo9E{eLYs z?+uKW3959?Q_6n6UB?$|$0^z-0U6`%XDF45bQ#zDUGzZ2rvB)`Ly86^cYmP4%P8<& z(-}nab?XL=68CW=(cst$hO|g<6Y`WnA-Vv0E>ebgJBQ8KpS0+aJZ71+r~^slu0hw3 z`$S|?UC1LYjmPU|``%X0)=|P41$`@71vs5qZMP7enVvd%(F&ZTspPQN+>BSDQ?)ro z;B3;#Y$TCTtXSPAwdV!*N5TNHZ?4ss8hXcz3+l)#u__@%w`51zAP&aoqugXjKFjvd zO_@PcUlEDK&6K$7+J)pXHdO3?8>cWE3J#b8pj1Z%U`M}m8Nmz_4N;~Or2+NhVRPfm z^>Z|jm!I9G+oaqU*Jy#D&rqDHM8q;%|(BH31^V$H4_R7PuJ07Q2?zQT!m==WEl zlQW#RN^^t?6#SJgkq%ePZ*d|-UwT~)AiA(wmU*cpq>&@SXGOy@i&$R!to}J!TGONR zuZ^82OmI7`HK9J$JZZABSWZZt=(si_UwJp#dslHVch_ak_RH)CWz^Eyic$Bym`x)8 zUb9)tt2CB8vSD6i#6XjVXTi}d8}(#=Pves}N@6?iTCtO@npoK70)@n{e&4?aqoQIq zP8w(#nRv%h^43*>B>qy8jiEOplj-(NUX}<2ljj8Rr z!%@r;W8JGDI8#Z!rhB}xDlJ0T~*P!y%gP2zL}1r&EgUw5t{eW zeTUXXJTVfR4}fv@;2+o%zZ@z(QTqMBF_)@f9TTSRddmn7*)lQaz7QGDFbh4p#vp^s z50q8aTQSvDv(Np<)g4|n-*inz5G(CW=gEbrX2XN8-^Xa|^-6M%L^(ND?o(i$LR!<% z>1RIh8)Qabn{c|DVLT?g&vn>PfUsgu(M#}&NuGZw0zUtyhP6m(%x0UokFxxRr9fzn zCrZeQ=Ir;_jHYt$8r~w)rJrYSM9S}{^7(yc7kIVunC!v>c8BLWkPEbpS9By{` zLzU;OG*#KK=OYPvl?%#U$2|u`oo_hJAEx(uZd}gjpcnHPY!V-MX|S9icVr(Gh74n7 z{009q0)CnzM8}%@;%wA`t7P2rx?{v~SJ&l@{z_Fwv4?;Ke+wj!ZgY<3N#byr)+Xiq zbL(N8-@SjXJQ8v!Ecw3F; z-|3oq>X1{3@UT#_Ycb@$)^^QBcq?D4CEc^?yP78vsC#{R3C&%!%u%D0RB}J2hUoScuYAp9%Gl#*emgyohmlIW z4LlyozJvRuxUF{=_p9#B-goyyk2uUuPPLQqkT6Uaa-R0XZj3ood()fJa~EWb#2Hms zoJuw*8u@uGR-AFdA2X`Tl}nO*;J&X$Sif0F=H++m0Y0;XL*b$!imRqSB-p=8M@`?! zZ>5~Rbn{LFGmM%2v9;lon*m43NxSA#vq@7-Q`t*aP(RYcd9K38RK`O;B~!+}zaw>e zG>B$GJ$RveNromyxR~bFBl#%hCRj$tfJ>VzwcOKwB_@wpPRh7Ar~4m%YKcfid)b<4JF3?r`e6*IkHv`#UvOUj^2})W+^<`tg zqAi}8^I3-9oto#Uw;xosWw6pxL_8XvVbS?k&G6Ya7hti?ov8PGb??%>2-U6Wld1c@ zPLgfA(K^xdpW7W2oAayQ6Gbb@p%-bXRp|Dyd|j=AUO3oa=l1@}+iDN`}m7#-$~;Vznlgstl*z8+)6 z;ci~+1@b`Eev?F+&7=J+@BJd>g<5asN!kcKMl*++!@TIw?x>RrSqjRUOM@M;pG8}Y zgQ}`!c4IxdKGsocn^m6qdMUxeZI{{2G)phQt|j~#x#3ss7O}BvH_o)#C*wIz{({ik zsa9WdWIXw(pVKChVyB%s-k-g1mk&+zigyohp-PAb&T*r;HOslV_nZp9(UR(p?8Z)uXh43MBSLc{3NcEWmX;Mkj0LRH)ODIMzfi< z`;urF3Yi@9q=DD^?H?p?a@rZwFQIx_@9%B|2l|EU{VqS0*dx-;UO%vsfL9-SjL}m>f)Ljx6$F@I-lUSyr6^w>@rqZ%LEyl zJdz(Y?OsXa?w&S=&UZ=sPE{FcYf-8B(ZYRY{ELpqO5#^Xa3_azTu~_AMNSyUj>EMb zEu|*ldmm^kX~HUco^$ARKIeFvIFa@oS!#UVWNfTOVe z@~-g&X6TmT1wRhm8E_}@bEJ^b*^Y`@xyntwlB$vh5;p<=;aVA~<5%UDo;U$twkkC| z$Ke7ZHgsR{bYXkW;gE$HbSkcKJ4h?PLh-oD?YYEomM-E+>*^0!se3YC6?I(VjgtR7;+ zcXL^P2s~#uJFpa1-|w4h!m*OPBUR!FUbTMd=!wR&sq zE<0|g)xj5j7=VJcFuRUsH^iE@*3Zul1z7B?l(C{wg+cQ%M*!UJX{_nFP3#I&J8eCU zT;J@F`ApgoJW->pv_^=pzT3%hlhu!7rR2~}ga)ToPqUEHR*2rW+H=c=h>gQ1uULXi zhY%Y)M~?Ets@+DROCg4qMwq2U$8gLbPRGo7CHtmFWp~cd!~|TT2{TZA$c)Ylx-RMM z_T#5zVI&;rUmXaL^>$NqFVsvD5lH@2f%y@@5q4G%=B7?vE8_;G>XAc6BeYs2&{=4m z$9t~aa=viSChXE))y+d!E5$2m-HTzE{+uIB|3^k+LlF+Hm{2uDT#6Aq!OL=Y$%^lS z97k8ERP01=mP==g!k%loc|jkhKSOyz4p~uME(z?r>KBY;iR-l(!_|q3dPI;N8{4i+ z*yQ!^eGZ{oS-D|aX*BXWyGx4_ZfP_tiN5fK9qf|lnN%P6LcA}0CQPviO`LV;8m5vy zl9f3R_kr8=Ok|<=4>0}3a;*rhEL<0DTBKa$(D8Jn#;}a0@5Dz&$u~yuhZd}Z`Izqk zfRBNrPpq4iw<~tIrIrkxsnns~Y0QZfozQokK-(Z!O0;M=5^9vrb^BLeoO#oh5%k4L zJYB|Bd;b_>+3B=@TNLKHcb|&}Dc7mB*`E=FE0l4C+V#+YW47LVtFfXj1MRek>0SEB zPJ`69Y|H51TS6!;d}oq=;X1v6>B|9ZOiNV}ncJ|Ak<1wv@U)|4ROC&;PuxqHkK4=J zJ!UwOx+^gwnJ#$`VpUu9s!LT>&rYrO6+dSPRc)0S!Y+0mYXyxj0w|5z=Gnei2z5@R zOUg}n$c%!g>pVt47T&`nC<_-{o9!K`2|Nj33N%PPf|Y3T0h%LRn=EUtdw@$psqJ`L zKQkKHztK0h+Py@Unf5_$*4-=9>x)aW1#-Rns<(jGTFIW{f)z$;9CmnZe=b%$D|Fg} z$vF)vRd~6lXC)ca2}8^l>hR9kh)8_6u3F4$#t*w#(Jw5EXpDwQYdNohx4=1UKD%I- zm_#SQK#dq~D-znF2}LLx0s12%h`PXQZxY6Y*oifkjHQ_=6E)cvPf9tjxTU=pE#B#?&K2cY6Jimm_xc9cvNq#?q$%xiI^ zA+4&38AZ?jwkeq#rWXlo53>l^3H@>E(5||sUG-GJh=ECjl1YROlE4f}Aj2nA3q(B& zK+O?{bdccJS8icS2*pn;gJnTqenJpfpX!fSJU}RLgQh(_^8y$VHeV*Y;+L0$s!yyO#x z>~w+%ED;6>ln&Glq~vsDz%isE%-DZ<1cw5T*p$FC1ql!%4zdK`83RK=>i@wh$lrCs zl%+CBhl5Pe3K($`j!&oebc{e_>fbzqe*=GJo`3)Z0S+oSrKkQNXmI<-0L&2pUs1wr z0>LQopab&v$Pz~9R3vb4uMxB*00)tE{4a12%FT4FFt_b-df4^JgBzqPhCUa!VgM1LD*)&dm7RGZSt-@Kh2N9%I6(0kD7*XY{af?6$tr24Qy0`bp$W9 zhdtMqd>Uw?A@}jSdl;NXovh|_<)jpt6FPUvSw4#)c^XXR#{JPnFtSih{?q-pP$+b- zWx3E#{bQB#kXFuHKpg%q?Y`3(vSnd_uR2Y4iCsSXK1v0K%n_<(xKMn^h|0wU3C=N0 zu3X>P_o}aVUib9iM{%S^ET=~3!w*^f+>6u}NZXCxu%}XoAFrz}6pms!H-~ZS$qa^* z6Qw$+Qu+`<-;Nq@$@byR_0)({>*Ee@Pf7UA)}2jR4M~cd7X~=aqc)UQQzHtTdP09s zKJEei?N(oS^n^C2dhFWmk)!`=D5ZaCm@?UaZqMiKZ?9vnHtS)FSmQLVGZIpgr9j#p z-g7s^#6+c_60zNl=l`=_ZS=V&4U-b*7RCQ?Kj(%J7En=X@qgPSVK-vmqOJgvlG6X{ zFD(iCmrYC*`Y)TbsD$LdVnwB3|FS{Fp#QdsOW|$O|7;W{D*mq`Fj1)+{~HXG5EG4c SL~B4Kq$MC%t|)7%K>i=w#*!TX diff --git a/Manuscript/fig3b.pdf b/Manuscript/fig3b.pdf index b7cf5e4acd26a4f83e663ff84c9231980d7f86fb..ceab12360e790dc5eb6e280dca0adb068d7eda2b 100644 GIT binary patch delta 37140 zcmY&;RZyKxur2PMjeD?-ySoNwNu6I_D36B69r-Q9z`1a~_*bF!yx zdb*}&YP1Lb!0c|o#H#>REDDJw+;PS=VF4O#eU8rQpDC%S5vFO_#n7gMPBd&uiyRPM z{a!n~`d44F1nBB~bduF92iwdC@bSCSGDW{?iQGTs0t`1Fcc<@6iQgSQoTon828V!;XHoyxwhz~jN6e3l zMSlbBeMT19<^8R!& zW)4R2iNN9OUx7|ayJ90zc|m$^ziNTC)iTtFQPiflFMr&Xm!cf@zbvqBn^I`BU&hSV z+*I(?H?Zu_yB~y;dq>tC3&5Tyz+9Bpn;WGWSC>FH+c`%_Pkk;_-4%)&cWWqLan_t?cR zGsY95t9c*~DR3~A^&iGe^&K|4Lnslb%$U6Xx+d527*(%VloI{C-cWdR!i} zdR&%`i{o`c7rWEDW|8nFPX?AuihERlnLGuqnhpqlCtO~CR~>85-uRjIYT%AhTX-B- zsW2L`*rlp=Q3bEvpZkZPpp@;)e9y@4fhTMzEI)3Hi+k)(^GPn^qDdpRp$K~SoFdhV zN$iHr*7(6kfiLs^h8mCXw!-|h63spk3{A+vMQpW{0}2XnfMY%j3}J>DnS8HANRYvHR{G z8*A-uwe1r${ip(AAKfZ=mPS94I32I`lk1HLA^N3g=bl3l`Kv1Uh|Bl{ zJC!vA`%J<9l1PIqcYAl{HGS0YX6gX7!j60n?b~bljqrGlbFkW7{^6UpTWcBMHW~Ej zGg+ceNK)#_^VJ}_`b6}w=gA#qDUXyBNKe5odVOxUL3_VhFOU%#GLF7{wVnLtj?u`~ zP~tNC`qQ<#!V)rbq{WI}`xrXt+-_8>mH+rMUgHs)tr4q_--=3ibED>yEs>nhn_QA$ z7Mn@nokt>KwZSN}=2a?q(E9|8I>w~7dkG6gf91K!q?%g#l37R{L#oJT=Xpas)v{CK z(ucNOqQUPsZ~HL5WRhd%)Zu{%i@tbV=~}5(mc`X~l2v9cWLGDBb&>BTUvXC7S;F== zDyWq?$wpQ^UD#$d74lc%a2&(wK4w!arf$L+hjSA|ggAh(3);QVn8yLuNItPM?r`Ex zV%ZbrRB!OgcIN)VMnR#)1SenAO-879R8ELHSJ5RiLcQ*flJzUK#IO>2Jo;Y`I9^85T%F8rk;>(r8 z89ou!I2QBKLmYG$v3<`%hP#@!i#E7eHr$+fLkhsXp$OxRX8i>a!^-HhvwGH=`Gh9^ zPEMik52lI3?`~*Rm-Imi;p)Iah%!C~$$pg;Pt<_!F+q0=GK{e>ohTtceh&!5+ zAAubafvyat$(g_fG}Ykbf?+0UreneneElcO8{)>)R!Szw_@KJ8adrivtz|SPiBbti z<~|7@`=p|}IDQ5%R~Ia`=(~H}xy#;m`N9GIAQDDsOij;LJ0g603cA|9TE_%@<0jUo zSE&oe+lpAK-Q48d>$-{IWDhP1V&ID5!EXWI#0`YAi9*12c@A#navTvJozE|I6AH!W zk480GCl5vpk$}M2gvif&NjmO~Hb|`gpOD2R&(y()HZ1%3|m&pc#O zX=M%`i*puE)!Z#RPiE&12>?~ZGWOe4iQ$q<`AK2crAXj0FkAzzI9a_XGU8pTzwyOUABXC=L@o`b=fcmnDC zp-!YF4yZ-NyBIo#9Z>$TR_!>icc3(d1gly9QJxz(P{^e^+^R_l^}~o@vskMywb`^+ z7qA|6`MdQxZ|ayshs(U-ohk@l7lD^gx=6DLKL{`?50EbIk@&E6S+}27)6RfS918u& zX1HfdEGxAI!lej;u`Jr{I{MZZii)~gjuQf$Tx3sNW&4}Mb>)RiF{493z5uMkH?Hy3 zmg*p`HFj?dx_Yl0yM?sDSN9?59}Sul*O2*;ym9dmR??CKyM_3@;bSK-Y0R9l=4ntF zKY)Pi)heJk;qUyO$yx?8fW#20&*Z>Ju36;SVt*Dt2b?B0KBh50e-TbR3T5g9tul)U8+Q{N3KxWr(_e` zSvy}POL`*Z+MS<|@D+7XzA3)3)SD3FDIzY}{Q2~mx+9ujuYkOJ@Y6fm&> zP7%Q30-@^^9KEXZdxgV#(0OZJG}bh&T-iL#;^eEc9e5(P;fH-cxK{O8?SNR)i@+Jt{P^5A<{55;;^CFcd2q=<}k zhnlZ_^rI_e-h%g_v}1;)bmw8|m@*w-z>GBJDVZ>NC<+B|PQ${JX75^kiMW^>>15 z&6Pa1G?zQ>Fj{hO#xi0wuy9&*SEjk%4bS$A+yG78#uxKO0D>*$V8Ux>6 zL-!!KGgmnj)1#Lq1>46(n(H9wy%$Lt5d^#@!IDRAo{~hFg8RxBQik}rk!GipIi1EA zxDj3v9Ah)4NUFDu!wSOrSoK1%>cIrnUk}&p+&(*fCo(eW71>w-wpq@-#Ad!Zb$bpN zyT4c>+G(S0l`6%pu$Z=)!G)J@@4Okf88qEYOT3z|yBJ7bg*vvx=UGp$mW+`Bb8OsD~aZ#?lC(Kd>9XQPOA3oYIu1&*F)E=cAy6sR`=5#D)A+i&tM)`I4g zMt7%m$R=n*0$Fd@V9l@Wc+(`WCH7;v0WP-R1xDksqo*|7W_vWjiv+cQOKYTqQ6tY9 z3Wr-z_7gjt$MaKCI664nsg`XBiYl8UF$t;&^4M!?&B*|^pKN00$3D|%LM9nG2EUU^ zTv-Tv)B~y98I*{nbUKGky|@T_bUM0+S14>wf{I3-ttG#*X%)7+2p;c*QjA@sQBian z);U`9Ocq{nc$c~z_Z$T9HX|hxKOTASL-qnhP11H4HwpDH2}-Py?fhFuDH%O^ME{_l zsi7r49E$@d-PG9V5zGO4 zbi9uF=pUDHFK9BO@*bl9hz{hVJ=nD^y_uq)T&K@AYO_%kXP(rm;WBwJSVOj58{K6& zZet}Y+sa4tx%0(?X z$(jI?c1V2=pF`_0?4)}(Rhofc-N$w;U>os@PLY7H?(N3!j) z7n+URMs${|yEyrw4`!VIONTJH8+4@L1%YDf@yM0{ZGCG|4~Ej7!f4@#QWRh91OW(a z7j{n7`UKtXaI0AGP(4-iXx(SrFU7Xjb2~dy1H_+ToDBb7Q9`jzp}j?<%w1NKRh9(E(h?SKfCCSrXeYBdbbLFe z0~3_+1o7D*OrCWM83UAG6~6t&L$P%w)3RUb>{%1b`k#~nWlKdU(xkBUMmA_SRao8) zHVb^=Vx&(21-dk8P_4|uO8RWjV1L10xaow36Y!CSW+XpWFzne{IE$i-2~fC4DR%_* z(neeA1aow8qB00Ky}2L4MSEEz?xLR?LzIIK#y^A!h9v;)*`xD87Qd6aK#kTP*LSJ7 z1xSARWJuux6$y;)L4ndyw&B=1w<4OtKXoG&D)qs9ap)-Xq~_*_+Fz74b%EN&GFrLM zgN?VyK_u;7E~=3E0ZUR|56mHFZg>7%-}uU-7yw;v*cyvh51CX*>+Sg)NI5}V@wnxx ziWzFMAW0%N3&YnBjUdtz^3R?zDhz~03q7fe;tRNq;hT1%m+priRItYn;R8Dn-#Yd~ zQ#*EK@C6k3wNW4rV5}pub@S=lz$CD4)eP-z!N*$|z_WInFzwC(Y|sei=}Ljfd0BdY z78>Ws2B4TPX}F+4=Fl;&@G^GlBuX#K1C?g&o_ql_qk0oYOjkk5(yl6xFwtjv!WzvX zhZW-6)eXpWV3IR#)iBzCg178dL?s5ak81)r)_{VTj2Pb@L-3RE4^}>Y1?v+`W2gZ~ zq@0{Or=4lH<^@XN^i$#!rl<3?(JG-DRIC{nzNh~DSs0pxBHzM)a8}NxpQnsST_#dI ze443JAgm1Du@GcPy&(nBRkvc@oFFbFU+t=qSJA_*ue0t3Q3I?|&k79ZHw6aF9gy*d zp3;6QHE(g{SBQiSau37f!kxk2!kq392y3KN%yY?M>F@#;X#&_vuO$veE)YDSN`n7Z znAXA*Ja0!a8LVNmR8tGW3a(u?nCOvt6NaD`A!UCy2zcktgcJ5RUIiNAU|*y3hj0r4 z-jdJ?edKyODdMeSvFYFqUxkdVhMA#rrJNthF!vP2>)ZbwKu}TPB7Hxt8->ur$;}gZ zd@_9&PdEg=zxGs!{t!%m?IF205gtaN0-OpcO?s@U#ffFO*#9le{3XdN)eA>*)Fvih z)OmsKj>s4_YsAj*&%AW-8K1G*jUy&%Rgu`A{i`v<90MC{@|6^1p5~J^IsGvJbyScoCUbeAh*63U;7gNF@h_9&$YJ)>k z?9BwT*i~|-5gL<_af`daR{rCxeY10{tKrKu5*uzutc*eabl_N+39l^SQfswPG~`#x z!ZOei5DFvLHnN=74HjTAZsG;*`RJ;>06r_4tVRyk=-WEZ+EBv zRr-$12ZyJKShZf5Vsxi0(wvSFc#S>nWXXI-B;m%CowC`WMqYr}Jx zi;W*hfIJbOR1fIedh3J=-*FGn-hxDPg-?cCz%ID?w>Y%D*CMf^#*8qKG}c$R0?d7s zNvGa3Pmp%cJBjx77ro!MG-N+sb)zH$Rj&(fDAT98voY&BJOeBD`9NJhRYUpRC;#a6 z_qY{XH2k3S72QP1D*+{2mvW>>E&OcEfvSbyE?}3ce*r)9=A`ap?a>>#iBRA5mXD9Y z_}6lUn~mo%x{}xqPRx?XKSTi!I|d4PZ;KP|+@QJruUCPhWBx3J4qMX#K1aSJ0xaEb z{<@Xx$!vXe+aV~wMbqua47sIyV^dwLmH`_ zVALTwLy^1i?B_i^YUUSAt#4JacyY#BvGA#%t(<3pq85;n{Mp%r)gkP94%h=2>*j&DTdRHbW1xe0R|`nhYLBAtyA z`oLHf+l!QK=yT>ucyJp@Yka<6bAZKe_$q6g(ze)3@m>YOYAy=e&AG1Tt`hRS!FT@= zwMgr+ye*X@X>Ox~zx&Q?@3ZYr90PF^P|UGPXMG87-<+Aux^6=+e=Ki;M}9ZPzs(8{ zTO}Aq*tFxXK!EmWoW8DO^>5;M7F{G!9lSN7xPqJ#XS=q5uW-BncHLD2;_^^sQI15v zh-eq~71Yae={zHPwaRCyaqsVMFt9sRr(2o5Y`u;~FD|?y-lkb-s(rb z<$@V0EhRVjWnb~gD{97s+jU-vqQBKVI_aiQ@@g8N?f~yf3$Uu&XBgfj*(N9xr$!Yq zE5Gi(Kws4KCm>R93G>_aJV{2W^7#Ex(Rpp%!Rp;vg7ag>11h84#;Omx6Ey`|^VapM zB%EHOY~BQB`z217sFaxMMGQ<=D|-@&azUt-jEvu|U)Vfvzmzyj-UK(R+g5 z4DTxcwgA}rl6xeM_|`phlN_1d{We9z&X>A5tq5eccz4NT=IHWja|(Pyt@7!9J@8z1 zdSV{j-MQX&pFE(qB)s66Gmrb(ZgBR^;u<-}it7HvsdhZqr6aC! zwC#u)>R?PR=T};WUAsY<3lSD_|ME%2QL7XEVjE!A@i+C+2`|uHNQsEVB9)QwJlUf( z5))2o*bMZp_VfNtkw^r;@&z>~yx7YNn%NZJt=bd?a5Gn9Rz|2^kW=eItY z0i2`8nG~|}rqsPj#0b`zS2?!b_MIsLzM&}jeKw`(;C$j{^K&m zYy;>_XxK1nf75_-B{Mn&Pm z9-R5cx+8Jk#(ojr5MD%ypNDnuuv(V~P1i5GWHg6>46XWebyz3Bzv^@d{m6WFZVcHs zZjtg{^intlM+v{xV)XvNU3bd|e0?6;5e^h60hdgdAaPUm4ZK*)%nUO9UG4i>#5-8YbtPno< z>F@$W3)tscWQ=Eim?O!=KKcL=P~k%@3k5+vey&O=J27Ui@rvf1IbCW88?Re9KzX09 z!Fl`n-X`(85KlCw^qi83FW3s-TIHHdE2_~;VncE!w8>~6CbWn-u=^3RSBd_Q^ixUp zMc&2zNJ8qo=6Gu>zMhyq(aRMQ%qmXSN4mED;sd~$IXz(UK>6hy-yG8$SIFxFYaDnio3;<-$9^7|)^Wnhx$bO0%H%G;KAUt(Cya;F6ZrLA-!k5GtVQ8M_X*EaT~15u zgG1f~+RHYgRL@%(AGMgB zC@7I!f6Jdi;t>5oGNFsvNi;d%wf|nS#l!qL{4MMJZ`f_v^ezE2MqLL_S=?meS9|tKGuz!T~nVc08hNZ!*WT?ilGy%lMzbjv1Ym z*|pQRkXITsVD3i33=5$xV{&GSxGH=H)3iM&QZMex8+@22P28R{dpCHRZ|zUSrp)@5 zCQ$&pu1@HELHn2fSl6_MtTlf1m2x#U2u5{$PrcFh)L*O8-<)+}sE-Y7L z;naj`d^b$F?ydwMly8%?XJzY-y=0N&nbOPZILfTuowTDC+qV#@hR~9KBfYdZM=STU z-N_rJNKI)@y*ad9o3PV7|0L|V3`vAXQKk5_S2Bea^Z}ajLeg7+&n_(>&8)t0Ki>(< zF8vHtFX;#+y%6K6?3<7UiCrd1?P(1h_r=k4vg-)p-d~zrX=Jd@+q^=Ec1{ryB^VA) zFtA}y8<>ZbgnzcOvi4^1 zuBNRHj2u6?yi4l;?dm?fONnOW>u31yqwf?btG-Ap*#sk-VW_A`KMIWxN~UT#qL``_ zcVPJ#%bs;ccr%0(_+Z~@O!BI#43LNfdK=3!4@z}_4E3ahLGTIP>w@lc&(3`}IG}H) z-Z`_p-ef2j2hsdQC45Ih$-OZT)i+5SN9}OV*ME3yAM4_8)aHw#C)Eoo2;FibSAPK` zUi7U4FRIJlO}h+n{kdHy3RvJxGU*tqo$3Rc<-<@V0P8v>%F!)x`@zk$xV}|l%`JjdNr4b~pG5>p=y0E1d zo^K())|HzHRaQxh=oUFV@_3?>sR2-}6R53fP-RhAHAbnfhM3D$8rCqrw_u62-@JO{m%L3K9Xw#_AjZs2iiNrw|I`;`xCx- zlD@s1|JRG>@A3Ohrio|>T|Ls}_Y8UT)tQ`K&1n^h*BV-~*sKMdHgTq*J|Q5Gr5U%u zOOwgB=N(j6VQmi;!AeBdLiNOE?R-}*h7HK((uJw#x`J|SpXjnQjX8nV=uH-h*=);9%0UUWpNt^Wn?u z8*Yy|%{VKK`q9%jrJQL>!T`aiTM0QqXHSFeydV-fWV##@U1S9*2+616K*6L7kjxyj zV-_u#K^`yTmTow@$QGaYdwEPZv( zkT}X0jGbT+*dHVCs31LnJt{Eo;@fpGYeb^IH_`Cc=dl-M3D3&*2>)d0wj$_P{PxqF z9%eM1EqHDDt^VzcXb!+iElT#s)BN>p==6|RG-q9un3_4^c-3~-YRSl6l>cD|%b>FZ zdnzZ(O}-xb_>z9;dQW(=bH?A}zJYO4AxdZp54A7Cs|f--+ziwNVAt2)+!}Y zyO*C`cwLdhw=Ds>(ogy%O&vI)U%$`!4$~zi0e>EOgu}j>%9b}NIMXK1b)ZIa%=DW7 z958a$L-0gv5McEucil?8Q;)9g6C6Hv`{~GLJZ#@a`2(#sm@W7WY;&EuvvkZpza(Bx z#60zx%&M?I0-LN)*kNE!#p6lBkQ6_15Y7{q)$pkC_XQEaGlS!frc$^VvY^nCD;y&l zt|lTyN3={HruLpKd)Otd_O4I8KP18P!JLTG`+vp%Q=7zc$jgI0N#vOKPnZL04#*|1 z&!;s>=W*ur5$$ivOvOK^cBK1zMT~orMMKpbFi}vBiC96PUEt~EGd&^ilW<~f2S7!S z?j^zBRc!f=C--E#UNk&KC(p4(2l9gbps>R!e}8C}`=a*lyj~=vc0nO`=w^R*BA%Kh6$C|(0gCh(O)OqfP1MNPrOk~W?(C&auX<;sPcs%zT#C$a zlPcnW-t{BY?uZl9*m4iUd#ze`r7YYn56cxO4-+Yl3 zO&Dp15%#4PB%h*$7RQ7fmqb1ZI%2&_xVV&M&y99d)YzRg>B?Z5G85sI1_X$n&rtHC zxk>te1jf3c24%=#5>D7=Q=4y?jPPmx=7)e=Ma}cDxCAI}6Sl?8y`sMr+=ey2;uGpM zpMp6wM$+>41SBNKWWQkkLty)qep4H>j6J>hh(}9E683|KiaD7%%~TH{CaPiJzm7Vf zNYc_UX>9u=w{cp@d^CHY5FS00Iy`6wG6)`}JJA@kq&{M*2E*b+<*WA=K+Xuch)`gs zFZ!&(eV79SL^l@8c`lD|w-$SO2Hs!!@=0Q8l3;UFiVWLawj|l}BZ|*t=F~)E4PD@< zNs+Hm7LoUT)GWaWgxQi_jBXNjGy)MEphINdBjkbQvKnRZ^%?+owilWeylz65v_^-$ z%Jc;(lr7V8;WKg_va}$XDUT_}OKAE^NI{5!^Mgc!wX@`u|o`;n!?5c~!SWTyJz=zwAl*1fX^TH&$uGiwB4O1_wC zaTPGaS(XK%yn13tb?!b>zWj(kp4QA3G3Qc5Xy(74ooq<-K=@fmQGWrnVE%I33Ev85 zqj|G3IC6AT!rDyf$ae&Wi_$uaJ6HE;Ji%7Gkqrch&7=|2ID&`ChZ{=TBTCq7=5IZM zknzCxz>{FbHG)lxzKwB?UyEA93;IB;L~shE(@JrWA*C~-Dn4a@oDFBT)@drU=`4B# zvbTb4t*gUg-p)ZQnP87STbm_^O*D%$`i7p)R9e0Nw4tOZalAQ8B{_55k46JW(~d5w zJ4{V~>C_DHQUDm88$8K1;X1ncCkBb@v5bl*w@>bly1H|DWI|+k))S$VvLCS5^ z>1Z<&m%^gGmqCLryyfEl( ziZv%U;Pa4X4px8*s3pTp_QqP`%lJZT)8xS+2xLET5?h#V5+PYK%k36H#^feAHC5FB zR1;zvlOi|6FV${~1nH0I1gtEw1t)6U^Rl>Kw>|NL#Hk?^T9nPyRF0t|gsCAe9VR0& zkt@T$vS>9z3^P(fTuVD`?Far}wC&m#(*3o3<6}db~NPsB;8+kNwWND0h3vk%ZZ6hr>pCpz4ixPG@^F4Z6 z$Y%zoZfaj+Jr4M^kY3qQ#I%s2GKOwykZUah?bxqQ9FxRItPiLkxAh%fa!4rm=xoT+ zX#6wQjY6=Z-wGQkcD%76}-V(1JddGH!<} zWZR*(745YTnlbDu`~4f1YoIW!j4Ac^tbHH@Di2P^vZ8o01dRyq&JK+5rl>1nbMPrf zSFM2CubX>pp0uE($VrsC z$vDfvsFk{k49}5r$F6@cHh802=r&ep@l|a$ImQwq0W^R3hNbnUsrX3G)cll z%g-hkro2`*#P=+N#S%^&mgAl@q8ngjPRw4p{n^kECyuIU94O*#3nRii#jA`~$gm1@ zriRHHEU|WVeG~)uV3G_tK@IWPoZ@UOQ>A5n?^_V!nVmgbqq!P=ZUl}0Zo-Yh3PUE9EgO>blScL*v-_(d zV9E2ZH4xC!cMzIH5{@H!8UZ7w36xY3UH^zA8{hhuxOVw_67>%UFLZ6qQZ9E@&Dt=3 z&6JzMmEdm%RNSk!C}yq8kUDu> zd+Qi{nwX?*&8Km?*BH-I0hRySHmC`QJwiNxNa8tSPe-31@mwJ8P21zo6;>%nxr@M$(OsP)q}sA^T<_Jy-qdlT=I5 zXSS=r1y(##2noCfR}=S}^tPU&!_B)93Qz^(#y)2(fvky@(elx*qxFh-&EXl2q!~bD zOK8a0dZ|WV?!Vv5QX8sNl;|XhcLMYEC(P1!-jGw|MD6P3(Xifgg$)cf|8&(V~uK=C3I8nC62T|H|?U^*Y_STCpRZ3F1OyG&u{K(wX+S zNNJuZE_QE-!q+ZM9nLH~g2eBM#L+2ppI^3G2?R02%`sTDQ3TrGo@^;8%Ij1&BQ1eP z|5gU^u#^W5Vsg9wG9iP(L`z^)@2d*nV-viW?1*piXVAWBmMur#-^kQ+BiUSOz_K9<)`lu#>;wceyYp&L9B338;D8UKmMP$fkNS&@4R`G4s+b40;VO=r z4Fz)=Bjt}$uIZA7=1AC<&bi-u5Pj#!a=hClgxTIU=8s=^8*7`o%)?`LXZ$O!eeOJZ zz2r%lJ3rplm}F;S&P(;gmuZ%P_dql8w^TiGdfcMRLD8RRx9X;OR}~!7D((S|Rk^6p ze!g##|DVZIRdz8C{p`6zTC@8#PD0ZtN}H4-oJGP^zVMti3E}yfF*&fY3qo{MrH!!q zE@6|`Rmc&)xcu?WCNHi^v>Z(%XH;x0Hx=Re@qd{>qbMu7)V>NMtUX{vbhLX~rSZ?J zoojk%$+!%y{>|%uy}Hy0tzT|t#f*Utj_LcV6oh9%hJXBgu4!^D1R|1CovoSXiOslr z0Q7p0Hu!$wdj9ZVr6JsTlxVm-M4xx|O{J)$(p*1%?M-rGrm2g9-<`+i1pwtn7sf_eJ;C!<5 ziqvkY9vR0x@cf$`>--;6I#hSj2Dd+*HGgXj@lQG>$jIjZ=>AJyO6`voHt~^@!f$%1 z#y2vHZ0GmDMA%@GK>W|+upUBjtQ=1o+fnMu8tX@$eZ8~%1xF0g+=>Gs@O*ojRQ%24 z%<3~U-k`r_yaDJ1w{yD(ST=_dCGhdgMl_GZtpVS+R`oaaEGK|8kFEM@%=uXg{u4i4 zkkiAjb2vQ9{Bn^KOHL+?d`b2ywC0ZK=TAMjy*-s3uoXBlMSbf&YZ|S0{av{H$+FU3 z-`Z=f<5EGw6wN?Sjit67_fyOWS$WMVmC2J#&z{?_TNAENA?uO%fUF)5A9=MewP@w= zwGyOJjf}Nk$O|>mjG!=wXN0`=wbrM{;zoZB<=BP07W4mkRLa1VHU%vaXMCI<( z0X3nAWp2(oX%yrFV0?0Cc%iUs_A_5>+n9^ey=cPsH(m7k$<29cmVkSUWkLGDJ>TC~ z9!G&zen(ZVqcIh<{KfMZH6Pw9+*R1+j<`_2i)`usl<9@hBNvYlHjOmvY` z$Ii(C92WfiE6jqp8ZO=R{h6P(kbia>2|mAk##c?@<<8E18=m|2C|NPZ*aLMfHZ#3V z3lrnAEPVyx?d0(m!Pq^y1CqMikptgy*N__%CSZZV$O_ZHjPM`Mws;BFihT5wbKwBXX7}gg}$*NW+Cwnif>FJgYb$(N(VZM`PnwD31 z1NF#jonX5Hmc=qI683`B%y&q{3uo+yiaSYjleZkP)Gx{>CpAHwKU%%B$h5RizUkb1 zKgb!z)XK=4?v5{fsp)wxs+9R2@NA$4XpjgA z$Ij_PGjiT--@Y)ib6eXRuB4aMP_Wj6a2BED<|aqA{1)q z{mN%i_9(6rsryqutDUQz;rCDK;W((|!G6W~FNM0g(*vKz0J%Jnhas8*xjY8Ib6_MW zn6)2EO@mw1R_MH^t~P@Ib8I5Bm@;+@t@(|Nd{^L1O;4_pb;^Wsh&zyhUOBFh!f`;u z?dyE-j%TJq@+8}br=0@Xna@;rj?l8f$H@?@bh)YWte_&1T{Y>6i(Igu)s4x1Pf3(~ zAS_asX#Zdrmiw;vbmCMU{lTh!(EfzH6Ffb*N5!v<<^_atNOwM zUFV;SvVTBs4cMWkmh(pc^3Cgup~?H{WNF1uRImZ9J>w~Ni4+vKdJ5s`F2V_EhM1UUXoF7+wj_YIs{fl9c1aS+Ivd6wg8Sv5%x-rA0mf#) zjz`%gx(;gWPsqX9zxjk4`fXZgS}fXEz>_h4UY@ia`m|^J6UIhBfp9jQBUhDQ6P-6K zp0q0rG5>?Q-jyxQSYXU{yU=7Y`oNU|@>M_*6EDhD0BPbSIzKRH>i+#fP7LuJi>}&P z3K0z(`{!_ovx$W`#2e94LCLV9f^wQ12yaK;{Q>Ak$N z4d7+EZDMA|*M8s|mYM35lfNwolLR!V1GX6ElC>Yj*cC(2OPyrGal>*9H+sbZnm7z|7KWYu5A-R5-;^;i0lERdv?R1P-rx6`ypy0*hn4< zoGR!s`~NcRESth+xkso?3Warhkvq{d{&Sz95zJ50ew6vQlrZ|57uN7*tvK7(hU@gT9|*GFu;@L=l|sGm}7`4QbYd? zG#7LUTtp zL0^cJXSMP_A;cT0NKF?Z#FQq_`S(CRG(F`3`Ql`iM= zk<6xLQF1m>S*SmN+5hy-*MijI`8s{aDwfC0)RaS!&09Q>k;{G%4wVZjS55YqnTVh>|UUHUj0 zz?V2{CQiRQ+31~@WUj5$jh`IUuJ+tuAtod-+l<8ncNaWRLBjl0i`N`@V4-7AtU;!68BH?C9 z1wK6IewBb!YUrQ`^(vpm5pC`19mBz9K~>I|_yv5TKw{vs-?A{LMNE+Ck*n0i7U4ox zBx>-Pqh{;}W~kYSU)l^BC3f8j`>5G$J>HT{am0X^0)^;^faxWX=N+kLs{Sf$H_yfDn{>j@h*Nr`!)ks>vQjK=qV#dc^9nT8z(6y$Dd`JD-et{IZ~To8irW)gyI zKX#?8U-<@NGb$McJ?MQmmFxJ`!{eAw_L!uLF zx|8-yq=wd354(=XHa(q4;nHj(?oGC7N%MayMQOClI|I)LIJJ`tEi|jQ>=?$bA<26pw1-?xt_?>>iL;|RZ;=fR zp*kNexQ?pZwUs(nn633>@w9q}_FJ3iO2I}*(^zs%Piu$uXvV!Lh7#AHWS#;@O0o^- znk&O3z01LgA(CRUztw;Y$^W70E1>FVdO#@!ic{R(-HH}>D_YzO7b)(};x5JA-QBIY zdvVu`yX)io-+SlG$z+pECYjkYcXuZ@vzSTuB?mxO1c_4kS@sTTjK$u@e5Ot@;5;iCT2hclAvrd2#Q+-kNN9n$i1631%!%8 z7|mBW+kXv3HfWn>Q3uGd)iXN0&)Wl!Y?}DvFa**t)pWmzr7PP%Ah|TYIE*F4x41vk zdq7pRh1GW3%dK5Sr1z=6(Yg~PXDP z#3XC{tWK5VS#BcuKR6$#%7H)pAb)<`W_jmUDX21c!cOJgc)~hbwBAr=(mPxE`<^My zYkleakF|7qVSzHKJ51!?s>7Xr#g=6N)m=iYav9YfXv8d`uQT@S*9TOVo5QT(l3@~! zgItulckH~T@5%fFsvFVOH~ouBsj*74w&8qg_-knCkNv{Xr+Rw0JOcG<9v%FFw!3~s~2_dx3oLOZ`b*)9H@i^^iEC|WV|D? z^_+M2v0NFEul$aGfKfbK5nR= zA{?frsUUypp+ zDBK5LDT=W=zVaFd=}J{J?A{`9L3~yP{Sk$$&qO3D2}SDV!M~M& z(4t#pgo02-hWeEZv5B=ghyamoeu@|^!w&&5sJ&naX^_=uBj;m3DP)HwMRONJi9`|M zXzC2hHPy?&Xblm=jTV7)6ASU4?;Eho|M&;WOEm{YY6^(k|84lWQn$II`4cllry7ye z;yaTTkxVu+0`TjRZYom*Lx2!gPh%+FNVX=68}n!HEm|th?~{vY7T53XA}p@gU97^j_Fk>yBFe7T&hItp zj-LRB0+oQxm;CkTLHC&oeEC5HvjI$JMs5fe46w^LWC(G+!6^tu3>afP1M;$5+z$pu zkuV0*RBQ$Z1B6=Lm0&Qm8J@rcbjPiN@}736C1(7qE9ct^Wxgk+&KMd_vkyDdFI0v> zV>TucyA1aoNGs@qU~Hf5C-W`nhr9Muqur!-L9eZfa8mej3+(Y%$gJyd&|SR zoS_kHY))}u@5LvLH{2HC5<5T@ebF|-x$v$F6sAYmLYN(X{KWKWr(-Cc5z$x!aMB~N zT)yZ;ytL#Pj3Tk|HRsYT@gH)OW9mf+w6x?M2uxFqS%m2bT3OT|B7z+bY$7eG_AflN zMjO3Ol(ghtXsRvf35Re3a1BYj#sS;$-##=-C(6{a^*H3j%xU5tjwnLPfIt)&JCq)^ zY_aKE{yeng-M9sOj!fSa0XBPxqGIlNm0RApj}138;l|++SP*wt?niU0TsRI*+#GJ{ z+B!B7CCETyP=JNF{+Ki_DR)DDESt!m$CLDkiIr`w-DPD8>pZzM`4L$0@IMrw0RI6S zJ-3JWCUJ7}ShksPm4wmD%^1#u&S|cp*loOg4N>MR6BhQJhrt{mEvF*}dM$z>=kr=b zz~h%z+{+He0~5+&1V{F5Hw4Ge4|lGn7PwZd9J$t;27DW;Qj+?bzr@xeb}JE`*dZr^ zT75y4tK>P>n>OD}$WLGr0T8d=Ofk36{h zb1s(7Nh+6OCG&1m$Cg5`TNSCHy7J+j&v?@K4>gG`(1{pbF!R(G}?4ix!m$$^+0&ehtI0u(n`GBb%`uuub3)A}OXthiAR;^Drw&rols=!yuJnrP(8B_iN@Lts zBJt`3eLK`*L*qNtLcT-MJ1|M1a%~j*1La;4n(1BJaPr9$vcuqAwZYlHdF*l=h__@M z@4PJn5Y1$@($yQWl9oJc8xV`qHN*uc|1o(LnJ96lVSI!Dw7C!^GKqMCe$keUG+$Nz zOse$;>!LnZ&s4es$0d(T9)En*B`}SU>GMVm7bd>v$kgt(vz0d6AC45;S8V4fNF?;S zX=Fyw&8bT1)2a?k!u|9Nrw3$Aa;VW|WUokpZhHI_Mh9Yg%n{i88s!{Bn+QQSg(!?^ z%*k5R6E@vl25O@iHd3AakJw9-uSuvyq8AB2KyLvfA3jCs^K=D zm?Rg*UdVK!I{#vrlJms2{sNKnD9;#uz~KYR+sRe@(md<&TBi2*PUqK>o>?#XF3mu>y$@)mil6 zn-MNK@rJ5^zpyHXUUa9v_$pg3J3oo(Ufh_(NRr{vd(D#8odi;t6y(B=Js}U-PPcip z7D}5Ac8SH6p07Kg9CRWz8QHjF-v!RCe)pOP?tO#21USK#H+x4o5;(&=qlc>E4om(KbFpX&nrE}%63 zQm6&Sl!lvr)?yI;;Dp!P!cBiymB#v8TlK5*3cq_^kjk}3l)w@yQ`Ea$R^SMGDv3fQf@#e6tcxAO5rCwSP zzecT9h(9rj6+ zMq)O4)~}EP?w0oBupU2K-q`$M2xe!`UY%05Aa==MR&0|D?EeIU`gIXye;h2zxGJ5Z zuVBq9e~x4*FIeWsHGtN$C58Q@R_ZAlt`YOPZFMn4W2MRj8wqLC0??op6+pZdWT+Pv zE}H#2NklAW$(Gj%{e)>reP`nn=5>OgxD*o55^n;5*}PVPqiAlVE7d|v$G$2{nqAwi zca;c0U@j}mz!(w~P-blPC@uFurn~<7dRh6vxa#^?`O?e3cRX)J^IU zZqRLAXy*Twfu$)u2=IeI2*Lqz*v`N$TXz)C6u~8CqWuatsJXps_zldstHjJfFz7zJ zH7kC_vaBfK{{0n8O+~R5mW&}c_10dbI)Wc!UPL2^)~YDkpoapLk?t#e-Bb#lUzNdv z9Hm-lm8J2}SRJgIZ_2?{ouR5?tNZ&vX+(fcMOaQX0jQ7B8vqfQw{EFR>~{xNMf9CR z|5)-#Xn~iS!gy&RsSt%$qoaqpAW~I}$0`nw8L5-U`7!*hr;g<4MQsG(nn9yYg=M10 zeqvj@-qUaU)EBzB-2MxKtuO0=R({4ax7LH6iusv`AY0hCq=6 z6Qn6r*7D1LC}D)Hcol=QrRPRDDH{PBFEHU8#}QoXLk6JeTwpD}UVZ#~%9kv963ekb zZ%&`*03O3FR#87N^s>@5QAt0Ls644N&BLcfB+!vNs<+=?_N9b@&T>SDdzbao5 z!Ac6F)B>RL&-oO?Tt5&}bun}+pFZKoohG9UZ?aUs??&D1vq={-Vbe{ax*aiA%kpDx zP_%aQK}|zZ5vx2dU9p=10Ykm(TOs5&W5JJrlAql?V@5To&T-h5tn|-BuykW1og-Z^ zf=hLhhA(0kj9__KptgwY#qY<|QNkukH5^w$zAdng+B~o0_>W@PJD;h9UHQZmCoh}Q zgDhVp(Nb(FzCq-W`tCcWfUZJ(Nq+n!MX~hKYk^2Ah1>i>oL4SJuq?w}e)%r}Lj|Em zy92!w>5>uHS3iZ2#*&cGrMOyqAerA6EKf_1n1%6Z_D7iFM*5J+DqfkU+Tyv10ZT)? zR2vB7H>9GCM3&b2^zVmfm~dR|&n#MM`2K1|A@tt$ybrMSrav=N+C{*sd4ZBuc0-_2sE=G+>v%#;rUb{pGdgGJEBI%}2w89!<) z(Hw1sgasC5%f|_9Zmaz6$;6ISR>5UwkkJLkr09~rSwUGb^A!Y&qGZm5=@cUC85ZR*33hsNH0<$ZVdwm2EZZ%svEuXasPy|9{2kI6PFzPBI4pDHy6kJAo1TUkBMo45o!GNy8lU7n{`~@ko)KEW#2E_H)XEX0Ybw&wR zLeQ0p|F~*0pgyNy7nD9u&jssJUp#OnFpUdV_-}N+BEOku-Cs*4nP_D?5xre!z4v~k z&z#hzRJguW*v2wJ=&r>@PV~ZyaS(a{Z!`k;%IwCG*N2Lb#7bcnZT3TH7v+9WUoDxO1|Le;MNc3;|ACkDnQ}tm)QPt;Z1BbEJ zw;QLI8P4ru)=aoF|MTm3_-rqZj1SBZ;FxhkQ&rd5!9@7_xEOjd-Ejf{PiWre z=v|15e*y1ImbXoHLu1Ft#cJBSjn`@YL5p{aY>?b@SB%AODOg@^Fx8I*?5E|O;Yjtc z#baI!^Y1u6rc`lK`iK0%g0$K?HD+YOq(#V8lAdUuIY-j{?ZU!^qz#b(^VsdAm$=&+ zHh&e^HOrAIc)}sJZlY6O%MCEgic42IbW*lw=#a1F+H*rvdYiG>G+8}~sr&r?g6B<` zXJoM&#_f7WKe9rSf)a_jeM~`r9@qZQGsAe#OL?|)>Nr0U>Tyz9Jm%p4cKx}|HL^8n z!wm`ehj%eH_}s|Qes=T|lmL!rFHoDOEwy+}kKtWV_^$qUsf-zLwApyEe5s(0{`3IW z2P%`j-8S_lH_ip)@|I@FUu(ej63F_d6h_IDLt735+xLzGyq+0`8spRt zG%k;SG@if&op0-_F$%DO^>6%C2?`p)RqTH54-o{N6VdoTe};w+jXTdGmTPO1ccQPHaSl!`RC)|r zDR>VYm%m?AG+i<-Q=KpyQfU7}?A-=ZZGZ*bsz;yUocO z-qohB=wc85>Mo)i46quR>6MA1{crAI6rRLM2SK z4%XfXT@3pD3V7F6?UETHPbW4O96UH_9H34pc#gb>56M|xHpeC}Q)7THD2GFA zz8uCAtGn2jIs2k?qpl@M`q6}mfd{4~d{=rZd7_L?XbvU527O|ZiV*rfM_er&H4df1 zMF8{lkH?6|e$d6^Wz*?`-KqXt8xkVvb4=41@cfZZFK{RDJHV{gg<&Crj7nOO#K|id zNC(N_vs-Qw3yaOuggA3Sa&jxvZpu{l>JreqopJD0KRu_C+aV*T^>`8!=KkgyKZ}|2 z-nYw8>2&o}oy<&sa`vXzO^5Kw%Tu5y)1Zwez-Z8++igr(xogk2&g3j2#=v3FH~&4o@<23q$I$eKEk|(P9|Ng4!+UIOkft@xDhl3-!_}G zdXjdc(yo1nQG5u^wxwBg8LW1eq&d$VbbOH}!vYBQ!l_8Q+Ay*7HseRaOF2a=j!gyi zN6xIk1rPgaJPv~CkPAErA8`iwnqh1lOq3h&N!=1AfB+10xJHX)@!Ogwqe1uLPwxrE z#B@)FfZgXm1q6cnGY;g>c{GQGY#w{stOyWaj`^6Pn-&JOikf`^{xA=r%EPxB@1Oh! zD;fN+UbKhja$1VZM-|7VM`PZ?D`*1OX!=Dof%6W~K+xOf^C{;gSnlTn=1L&bW2^qdYZd@6sNWykxgSA; zD^@lVT*-Q7Fo%CX%xLHZ}9o4Ji@dxecN0;@QPJ~>H;i|EP?EB#w-=>}Okl)`%%qe${p-DxRH~Onkee z2(Sg_-nK3=LYIB?!Zk8=yKASKye1GgpgaR@KYjD(<%Hd$+{43tSy?UmOPW1j-GGDU zJvg?ZKb7-^=wlXtUbh5v_08@j)fPtHN@p=;Rdo^#Rs7<&T^>KWQC^>g>EdBZL)9~6 zoHSfMPvua<2TYJ0{a-mO@&_w-Zt@q(FGpb`4ckzdTjkq;uM~c_A1}ATT!2j|F@ek{ zUn%rT9AwhRte^0aEX}NjQ=~O)^N;fKmjt7rt4Eq5Q$bxnVH7P6$0|hmmK6av;ziFs z9q7AKkAks(jAQ9z-!g11JlTu`OJ3TpnMkDy=)I8ZxKsl>3Ggrv;)gDCrfMdWdg_tz zp>H<|pMDm5%JO+dZ1U~ zl@|E-?)^}4IN2oW>bXDNCn_MJgcV+5jdgE2EAAE7Hl)=%Bf4 z+R_d558{bUi3xON_;Di$5}*)jCS**bHZKHc|PQ1cq60)CTT3Zrl=Z{E<{! z{wVDh+H7E|3D#}E49bc1r-!_l5!g*-GP@9an^N2zp47>#q9kE1kn}bV<-A~JA$rWR z%*RP+9m*b9_?rjweaRc;AH-V2bb9qH@~%VyH`T@8ra)W*Pwdt3EKK7SK>PKFn! z&N@53tUz)5PT~!%^>T&p>4_E@$~ZMo1Z9=0&yuyBLtegj{8=k_xPI!|IFs2YMTB8c z7YH#vXwYRKlu1cz_^RI0mc4>0BYrkJM~Q>W2W8Xm&iv+eSq##>?*o?x#XSDgFF!i= z{!9)E=ZTg8nZ$c8Z;0f7?MBc3CBNgpXS*qL-`v+ys;-o;guBGAZXD97o`=bka-OXkB!^z8P6ew;0dSZ-*fxnx_aSNHq1LGCJ{KCzpEsm9ZuL{kA$+VVky4&YLeI|DEcUc z1)pB9N>oD?s@6g}z*Q-G<5+PRERbZ2!MN}4;tq&AI;$!em-zbMGrF+se7_9EoDCJN z)J^c253UU-9MFtpqvLZ(3eEbg*q6lpW81Tw?D`8p*q4R6s(vKDL}lXCgGr- zAWZQ|W#@OU-uYQx29v=jsK>muN+eceII}Fs;H3Sk(u-NqNB+i2ITaol*ohIW!P*o} zeUf)R42P(cMEL5S^rEE!mVjIL&vn=Y&@EIFY5N2IIbSd zO4jrD3Z^n`*zmG0_NC;ZFBGO-Zl(i1o}b{cFLQpu2@vNrU$j<%y$W-_iMYx{C|-M> z(uoUk;z8eQ{Uyz9Nc#;#c8nm>nUHTVJG=RYyZ86BMz?0=RHGp8B0)3nOXmVO1hs&- zHR1ayyI*h$Sjq|A5oG#48!pDu3H^q_E53ord2_q^T0zX**`#gf?{@e7Iq(P28y(1e zrx{Ux%*>k?=qfcp0szj@l88MLanqxwLH=iu$b73mg{4+}c(xP~i;i;H`9EKM)fqwC z>{Y0zcb0`)3I46diU9Rp4q4UW@fy{bh@}2`evL&JP6eMNsB&{$o${u)<2tJWO9~JH zlS&kcI`-(hubu>+YG5{1s;mMFG9^8VD>_h?@76MFL85`k zrSxk3lY(5j%5wRwG@(RE-%rQj9j<+Ge@8E)olX%uK+#BVY3waLQW+$Kj_QZ~)*0D* zG7==df|TF5c?k$)-sl@BXP4hp2k~Jjd#VyK5ajHsFX7&h9@+;_g46)Kf+_%6Q(Xpl z3Z2h~G#+6sI%4G@`0DK}B_vrcZ|P?g?M(1es&xa_w(XZxH4`gfYr^gf9of}M9=st5 zX+0Hh>QzGN(7@e!!Dj64Q!Nprtv0~k=1+(TG8caF6nN3uczSf%w=L8ruJzjHFe7ssWh@9{T0&A?SDhL-GR2d}k+rOcwzKtB9pR)dFAlOA4s7J(vVZBYZMwyc zXom2Fpmuq;w)KHs$m$I##XV{U&x$l3an7i5_-mYuv7>}w+ptx>d=$Z$+7viu1`?OR ztF9fcDY0OJa&ED3Z^E;0W{KIx-W;_|22=ZjkTieJXIkKXM@)7$emSTk!|sG`|MB9f)6FM|7-rE!;8kf71IT|bze59_|D0@6)oF%dA+2dfrgy-V z2;7uAe1OZZ7!7W@y#L z%mw+@dFr0QfL7(f)l8gk*;wmLylQnUQz3 zqXuI4IGI2}^A)}f{abwWF5&sudP9)nf=xFx3oJM$wRG$+VZi0Kd%ntxeZ7F$%l?s-~j>}1ZBK*>6f8pqnc zg1OI@?IHse6)JhA3TnREqE4+5GJJ0HDAxm)@2lnjJyUbI(fL znlAq+V-8QwqM1y37WIDfj%-g^rV@1BEWyG2)|oj2y>o4fjc8B8qzo&?c5WzE|J$LII z7fB6@d%ShV?B)Hoau`orj?tydA5US&AyEJYV;g0ku9A+L@OtR>3?#up^FO-ZIJ#Le zO==n$KF$jh>7SoG%l*@j$fWpd>oTt>6;*JnFYZJ3I=;ajNa@k+PyFj*^I)4bVH-vn zgV8OyZc0{bz38AVi2rSJHbLq-3=P)a>Nx~sM+VN0D`@F>>~TH&CmMiJxxHV8cz*(V z3wt`te`4bQR-8x^)Y>N=A)d2YJp?#PpY+q-riIU($;>S#^BNi9DRUaAu8xtWk$^uQ za$ot2?RqK*LHZv#POncKJTNGyyKe>pN?`<$6PmiToz)sJ)y_-?IuMFilPTx%`9`k2 zTuvEho65zGC#Sm^UniX+cF|G`ig1BR$I658@vJN?){Z7ej8i zBUZ~BNJ`8$-M$hSrSRx`JLnocHj;OIb#ZS)&>I5W#l~Q2 zPJ?6&CwrNRS`YYj33*QFFv|&Elk(674tb4cK;JhVT>Gl_^U^xsDT`Tl?|ZG*;L*O; zs_v>Wk~lPspsac**U`^0DwDH2eN`iN;Ok+fXTXYjk}6z1{Bw3?lSDrUkfn#F9>~N) z`j$bqY1ysvyAtzuo!&+E9Qgs+9d?v>f^*}iJbR>@D$Jh9`;Gf|4aHCPcrRzjcf*;8 z$}(Bw=H{t8EfYt>cP31j1ZAb=>&SOSN5{7rZE-|<&|QJ(XA&<^qc=zXFOL6CZ2>qP zUBO_6tH{P0*6$D9x9ZCivDn2}Ij~66cCrWg-Iby4LTlI0-nn-It9+N-LYPN;K3n3YKcI#N~ z8w2Uy$=So$rG890k)A57d;@!)Cma-|CTkq|%R9>HM2O9$S>Tb{4rS-&_FzY(w(O+{ zrM~U_E1td4{Ntaw6#NZv++%r0;yGJ>=+-xS%|BdjsvRaVrXNtt4BN~^E{&hIamXeZ z0aC+V+MwI;S#UNvU31c=eKlV4Qd(k-y}eS1t-yW4@%AsmE_Uvrf??Ll-0 zL2+$-r}qvi zlq_KNChP~8CAD|CO#&YE8o~nwOH#eRs`!)rTy)MD$AQ`8$P~pid-H_iz|gsbkS;9@ z)fVfNCVc!f(fD?o>v5$v?-5(z=-Yf_n3ICieDbr5$@@{W9RdlF@A`26j-k z`6lC7`jU+-=mwM*rlBK0(pjsr>ITzkU$sDWX0QS`_qxm&M%O|5*^wY&tI!0G@=fIF z>DLMUid@%$*Nj1tBtcb`%S3EDfuo#6>#bu{9WM9R!07ioot^#oyVjrpFrHj^_juaN zc;3r|lPge)Ji4X1u^oHQFtQ*^i(KW6VO6fPP>HwDujxfduv>X7k967A#3WYZKU7*;0I@ z*_Z)yfz)&A!YM&nrg1%ZOl>-t3kBunlgGn$c9vxcrz_fON@@C-3|Gr&Cd`As!m`#D z_Ac+Rkg=IH{Yp(PY&*I7m<(?uWg?eO&VjX@@)wse#(V1~*mY)x(eJcYk8|)$A*2_) zOOJc+?dfkQp91FUHfhiFTwd@e2Q%SoHJW-vlXZ(xgP%N#W}-KeblbkN?Ash5;#kPP zW_aKr8;Y!IuIGHRdy)}2OY%X*I}H`j-jvu3UcMG6mCKO5ft>L%Di-xf<2JvNqF|poA=)`bUu?Hb%Ju+qG+sZlL zxM!b-I?Rmr=9vxgS6g&zSA7-5-|m3I=X<6rA(fFI8~(`L8Ee>rA=Cui=KJEmO7|37 zLf)7UbwXmL`w!o=E~Vz#~}gH8_^){*Vx z@UX+Y9n61~F?vgM!r0mA^3!DjBK($Uu$fZiUYfH#h~paw)qmbR)6tX*=+04 z?ox#lMv3B#3f>Cw6D&{N_{dW!svzq^NECXY4}V>>V*?uRVcT^fpbUPZJAFN;i-d_L zj%8mht&$rx#t`)EnlYPh2F!s$vlVdl8~gRL>JqNC^~5+rOq`j(0P2eX*Ky6dDnTs9twi?zG(mwe6Y;v@*1Rq-O%%fRo(RlJs4Znp*e-;4bX#@2M3n&7BGm} zvLzj5O<=PCarAcYkJQi%Z7-koF&=X1_iKItO70R5PKzh^dOfz3`AHBK{R?@g!!6u` zIJ0+8A@gMwcIw`g?wa+wSLoZDEj3nO@Ek;@KK z`=0ot&jK-0R@6i8B_TpiM{46d29B!$z5+L;RHFL!JQ(YsoXTq-hZ&~g?HU!iNx_c3 zDK}@ToLlkOR({Qu`2w*VJ-KQnD}&1=V^Z<5Nxu!ZRZn%s31EDlzQ&Q;9SF|zy?^w7 z-JeM-G1)mUeei8FFYjgLJY;c=d?OezL?xZ&iPCgqRf#$S)u{vkq{npLam;U#YKd3n ztC8YFiQv5fYs+DUi!xFh?Q-RMNe{}sRZYpuR|erIfWU)??u(#n6u;L3j~T3=3lDv^BW2h}08{UNrhzm!dp#=O>)ozY1`FpV zj^8lgmwkaB{{lnfAZ7A=&4b%}m`;!9FsaVz+z3B7VOn6sx52Z;O2DY~u=rT+bK;35 z;w*p}bLlzNH}sU_0gpqmvo#SIbK5iIZfM-WQXB0D3~{m7>fvbW9ZZ4ngflb4 z#x^xmaQP6v&Eiv94xpshEIt0Tp69Zjhf5VePj`Y|=pKI>79DPfCY)Lu7q^~A z;5rTj(rzQuE_vjen=#Ecnl+hM%d!7ssPt9FWI5F7HEZg(d=TYMqkY*s^tVmCcK%b) zXzJNvr{x$feXF-}cWh*Ia47}*r>UulyernbdNQ=bHanK4?jbtQBZkkw z+AX}WXscR4P!=d?fGm|HbtN>npE3#<&P>S5n1q>e|74yKe{xMN^pQqOi0s(THJ3x?n}7G`40uWcFfNnJv&sXetVJsztVx$pckUG@&8Me zSOs?OJXh|#dhR@e(s4rZ?f)&2#kU#7w;xdCpF8Pqz>E67=562-sZ&pQm1oP$>yn?5 zx=KC24=~x)MYF&=8k81}6~-S-t?yZ5^Ao1N7R3C*?VB93$GaAMVSJw&uQlOT9x?g~ z2UAQ3_7f&a@zH8Oa;n~+`FwhHXA#48auZd^=!47n=8~;=jpAFp_^`znr;c3Zkd~rHq7>{^eCupudRDS z({4q>Rs~A3*!K5dl3EXHq{7j$M|l?q3xQD8(#K}oiR;% zL)y%{KTapbZ0w}}{CBl6q^&=^VtQ)^JSYu+@G7cyBlk^nxw=TC{<~7Y3VM+{IL&KF z!w_4-x44JgxR}Fw8dw&XeQ0kr8g+C`g6fHbTYW5toj5hH&2kJ?=3Y$p-oc2v{4rpw zm&_iV2F>T&jQa`dn+IK3I5O~N=5JTGlG(LvtFvLN69sXn9Rp9}UcH~C18g?Ngb_s} zE&d&*!!e4bb-i|7zS8(r5GRU!s^Vj??lESGsNMBCd2=Ib0XgAO4|C{-RT!gF-fYBVqT+1!eQ~t6&h}<@U{itB7S2Q+uEPp8XJx{4don zfZq*}m`6J5j9#vtx10buj zj(pW#-~afWiVU%wgNW|Kyuz!;=fB0@%1@=kYlnQYUAtVCN5Y7iz6Bzpu6xNZ=CRhc zc-$e1gy#W$2`^8b5L52+c-^U)D`?3pBj1O1XT}J-f0TQ^#4Md<2N;0*FX<&Z8$00R zHcD=j&#&1=h^|ybqC}JeL6fx*Y!#3wF`1~H$UA68jm#`6cQS^IQ`12;|2p zF<#1o#1Z9H5n~4v-{>h-1a4BeT(RUi;o|(+*owtQ(v@)Oo}q+?s~N8JixOU)^$BAR zL`JKu2`tr<%z$irC6S(l#Ch!&Ir< z%yIcc6PJ!DJn}#^)(DLLYlWdGes6Xn* zPQ^yI(Tofk`a=`#*4{)$lXX9kLx)1pzEu4fzx?P6{+M6gZ0)0SXd>$lw$^@T*RYD2 z=KmJ25B{NmdI4zbzr`yTWC@J@KfXC`9px+=HydMK$5icc>BoR1Bu>Yf{~bgPp`2Kb}}!;7ZafF|kxhSSm{dIg_xw58ngBph5`f5J=8xWZRV z^)WB%@n*R0{c@vIU`#ET1({J#JHsiqRi_!Yk5eZ>G?u`J^IFvZ8?dwb7&Bb1a}9Ic zGO1jU-eY%#XmP)WWjLnXbjCqh)NX6d7&a_)vPnj{R}B;4`M##F^oCPRoq815)x@ z`)fh7Y{$XriR0cQW-0e768;P~vd#sdq36KFoB$Io7>@$bf~xtF6JveEQl=TMM{r=G z?uRSMqoIi@8RjYa+w~Dyf*)4VGwvkvAuww5;dx{H@2gNI0o6#dOuPh1}?fcxTVTrS?e5UC%vI#Q!?+pOTcICIQ+2)l|o}$=} zR`VXWC1nz;KP@!Dz{dPSbAhZyVT|=9i#Fm7KO>(*4{mB=T?VKB$rLt4pP$!ZwQ@_E zJdA_3bjF>?(W5NN0)$1AgwZ5EY4?fjiGB!@dwQFdA zovSBk!T*z3pE$5gagBCWW(s32Q*Vvnd~^J98dsvc8oHCk4A?VDGASCr&-BQ$5q}}2Z{pDzD8K;kHxQ`3my91 zFiyT1N6ewUW+M@%FJ#Cq1j*dHscUuYba_nO)rccJbKyQ7tSByg^)3zyF_`oaS0)xFKIaO(!)yBaw>&POl(ho0~U zNh>x}RTtc^?p6qq3kOLZm$xvl?!@1zmJb#z(%uaLg9vAGO%1%~MO&9=_=sN$R+su< zeeOpj=qIGNz?a!N&QKM-mBtH>m%v$sn$B~;{WH+f+KT5(r^9rsvQ@4!3zU)ckM|H*aUL;xXz2uBuU=Ix2 zaC3hZenfhn8Q+tbs@i3J;;57giX6L~4vt}tSeY`4;DTZL?Xr@(%twsH5!uQTGQa|W za2|VNZ`4Pb1u;h`+#%|m+NIL-GEpS^5b=U$nByH43s7$?`0j`#x`M175Yldr7xtI% zY;j)ks@7%?7N*u56Pzqp^#%1cCS1=G9bqU)*-m74t*0qwT_oD&3O z>oMMRFGJ72l`h=RBbiC~X$H+=JuG}^qH^yVm?9@Z?429t?^C_&3iOqm7c3a1=5NTi zxq9zY*IFHo2(@nZh5{*obnfCHZkp^jpYD$GWu*^-bJ`rw zG8cxi`HNqwrZKv%O|P?q0Gh{CqJG5sCEAoi;9wc`#zmsj6>j~>=_*jC^9B!E|HV1@ z&I!X9#Rluf!B%eg&sD|=0ygU+fb{yeTVo^XCsAv{M%e)ZilOM3$uie*aG-7&@w;(OFW!rki=1pNdBZ{S=1< zD!791rygrx#6M)6*@6`jj*0ZGfFx}}5(#MD_+1Iforby|U~eXSS(K!5Ft$(_OI>t@ z0eNweO!nGe$P*Dvop0b;eFmS`gc-eVEAnL~XsTb7ooe0MBBEE{6cJxqKCL2hIg66= z8ZARU_Zj)ElMvf$r_HuJhnnbc@w%2-{H9oR*o3KkXy?oskL;Kt(VU(!Gt)%T=l&n* z^f>8D_4f1$z{2UNeROXpz5si9+pm2}jG&%O_o{dTWkt|W0CNOLjy-)!60Y9{-L!0P zJbiNIeg;V*cMA{QEu+;`zmDacT$=tSwQe0qBz`*_4PRT$V_QEC^O^da$XOC?B~{tC z_wOgaM6cXYt@Gm1O`b4mZgE%pw7D*N(y{Ldf0KF@5G^pwbb)8Kk}rY8hk3bln6q@& zh<5pp=KhNE!j-OGPZj+3?@ns)ydhGg_x500S-wzO(Aa_l2s70$!DR(7L@(RaV`Qo1H0WSu;`bq<_(GySL-VlkTZiw<6fivt#ckuW}-0F zl^}Z!a1^powr`kLKi))W;LF}sIE<)zJ*cwvf66)!pr*3#kFO1trb}Hnh$tumDkbCr z0yYE{4Tyk9?>z|}=~1eJAVn|`iW0>V4WTE1aUnD#p@=I91VW@L5|9=!to~k5_y3sbzw*vxIZ~@nuK% zrw<6+pp-y@o8rEnq$Fi;y=!|PH(&P^!I(yTP7FK5tj-rN-%w3-7BL#qL=2R|`RPr# z(BgU^<*wW7d#r`Q*p{<9UC~9@&&G5d{7=3G!V{1*E zsrF7zhCRaIhQeny?|Y+?&Pf#+UEbZ`ZG(o3 z+g*3)=jj-%WR~vWOa%pI+%L<;wr60HI~4uwB3yFn22bp8c8o6Qt3`JwOv>c>7`_tE zuuRxSpoUlR9s1Da>d>Cns*p$_ufsm0l-97!A4h{vA<|;B)ze9&Ry5 zZecICw_>3&Nm=XVW;VK}QHK3iX;T{IGvQcbMNvDVrJB)QowZXIYLJLVil*Qix)5xG z-$uQo+C06pJi7y|7C9j?Bkd=N#<9LTZ)Lm|c_<#A(=OCB>;JH&Ua{hw&@rKRfqTWS zJJRYjKj|V`b{;TZ{bK`e^@5R8$y*J2R&nyQdeJ!WY>{@+0(gT?k@-+Ox>C~WUVgLU z^HD!}#7#*pq9oFGw`SsnT6rO9c?2Oc_>Vt}%i;~??yOYk9TeIau{%TKMXQ9-TRGPJ zK?Sda;mA01Gbved`34zrKSV_F6g-R*w;Xu=n?GVl>-haAVjrF#&6F9pLs?)_%rvi( z*6cAU@WE(!YGrOL)oT0y6lqF+tWA6`Ps9GD#?#i+v%6v(o z(0c2^Ow=EE-f^=9*N_l5+&@~U>-vl1uXVUSY^#Q#W*6I~l8C3sL0hG7ny(G481Cr_ z?L^V&bEe>dNWOU>ZEpXtxk7YY_F>-L*0pa2PlsY;5!?o}Fu+|^Ww82H86C6ZfFpA= zmhZF$%kPR$mp^<}xv6Zgm?hD-;DHjOM>1Z_gW4e7G=Z`vlI>*>fr~WoM5H8Q#BMW$ zr6>Z#m`WfpUB*Q6>^{cGxDnB}qfnKh&`{Bn=-eakw6sN8(I=I&1DcmhPK4WMU%aZ(0`f*hZalXbzE!A_?%SJL@m>Ntoka0Od~Mv zJ%hKF`E#(T=`thF7$l@=`;53OqJ9|tW(!2=sW7mZ=+ft_9#0>-++?C=Cxf`CS>=*2 zTQ3Y;b|`akAAh?A0yQGuL{A&YVU92i>|AWf$;dN#{&Q)n{R*~thlCPOa`G1Ku>$2! zO8uSZt!}yQG7A=)cgyw1*q`dP|Ddz-+k_jtpQ+f3&XCW z2uvS%aRJ<%IlBCmN!*QgkS>_SPCCJ`X6BcCzLa!NoP@n9NMF8STXpgg1_lX@O!Mmd zV5bcUPfPPkXz-#7bvtTf`NJ^C`RD$?msHEDUXd~%T=*rVS$Ouj8glpJIKqI!Uc6tz z1Hw}=Y|XO)1@lV3P4<&&4TyxEy{`eHQEeoKU|h@Dk3~rC8bMdmT{u^)A>}Wg4qU-O ztsxlO8eh9kquSmsKN>K=F*K0DRMK<#(RYy}9D;{sEqU+`@*>$*HXA_=^<*A+dFu(F z;CT5tyv8^Dk#!9Rc7I?hpbP*jKv#KDb)$L_jDsYvz9YM(;q-~^gW8aH zlMk44BWcD}H?83GwvH=fP9;>xO#fJv2RKlwT z7vQM8l_Fz^*ha@{a#%-}G4_mQ?r8|5!>iW>^8V1k;*Bp3)fF_DG1lQ*bryEX{3co= zAnP;)eO3aQnXNL=h}h~-{feHI2KY;km!_8izJRxGOGX6WOZinYwMhRQFiU2n-0f3g zR_hxaU?#e&0ztQlcsI%II4La|dz6|L-c4~}I?-*Rn0uoRKT*mkl<6b6g?PO_Vje{g zY-i_pgD`@_Y>!7vHb={`sENz>lYI$VIac9DS${HngqTM?K%F4C;(L{uWx(R&X6MD;9spWWB{2{qm2{WEWlDE=h!1qd#6KJ%T*9 zA!2?78}-T+71Qat>+$N}ir==ObC7fWhFAY`Uh?60PnA{en)Fs$o2frA(Ci^w!1&77 zqjp+21P2cWd<^_UmX#dWaB4pzIW8wqC27JjiK7d%N|eMr`$GBtyGyB zr%35*6k26|tw~U#vg}q~EE%1YdMtG}FM3PSzEv^(p7Ll>ep6d!LP=`hvY`c?IU6l8 zuD{Gb-)r*vMg`mEHZ>&hV4(_4Lh_SrhZ#1clx?%aN=H|Ze(fcv!k51sjVp=Sc+vB> zOJ&zf=p(cELxaDou{TPp$o;08slMmh++8f`>%!V`mJPt=Fa4!>Cc_;)O1VTTm*T4F z^KzSGJ;y1PLC&_M0DWN|^2|78<_bAL|1x(lBb{H13uK2sW7X|W;?vq<9|k+C2%@MZ z@lD4m?vs>J2rriw>$x7yimL|B(gl8=lRv^IfdPWq;Zk6%-2WS<^Ufi`;s0#;9P*7WWu=X)<3My3PA=^Pmi|<3w39JLbvQg#b z=JHKBl*(YRj`C0I2KAp(L34;exUfL%dJeQe5iNFTl+}N{>CjPUQhCg%fB}GM(9aWdu{%2!klzt(-60*z)3lLBa-ICNvfWZpU|yxu$di_jPJMSdA*r)4qtLUQz@i2Dkb<)*wN8 z5b{s0AaY@zahLZxkKf-sWA#(-jZgwTxFXRUifFaWI-FfGp4{o){2*tH8ZSvX#Q7Ky z!WR54zNerg>N;aT&##vTcHh5y2=?N7FFj+~gs*qmPcY!t{agdf1|fX!+7JN;P|MGj z1UY=)=OR9h7TYWC!JVdCOi-$Bny#yFj(o{juLu2aMw$Tazc9OEnbRIze{pmJoduS! z#e?TLQUaYrE^w#&^?8mnYmIXrTu7c5E?KCaAVc#fA=a=~mph@K^)VB3T+69O3(x-Fz$xm21Y&L23LVPeg z|MbH~mEX*ZbNO~CC9eJg{>)d9q+aoQkNk_`XLo?#%k}O6h1!y4ah=v~ay+5C-e0EV7 z?QK>+aC&z@ps_AYy_TW$=?YRp-X1j{ zbt@PGybKc>Gnk!Odfb+Wy;lEc{JT#3DqeJ6$Z&ndf^HZJ6TzA6VxC?bG%JRvI(6O= zl~r%?e(rqzO4vaCAm|iT=twm&sir!#ik!DfqfREL$|B{DdHbUaQB?Uy0PbkeP)pkO z4$X6GJ($Gzts2N?vl0<#OWGVJ;{MC4iQUR48ZpW}Vv_1>+m2#y%pTpqj(=}_EQt_z zjeUE5Psz7U*3ApZ98|`hO)zbsDl-EnzaOfpsi~o*X{RErprD`*5AZnc8tSQVP)kEg z@cyxy^YK}%nx2M+f`;IwfKm`%A3yaVgIvSe4 z`e|qY|MAm?YG~>GVuQjof3@jo3v9aoPpCFj5BP6l(5ClGKy7WPP7aCy7lvtS3Gd%; IY;Gd_KZxG*<^TWy delta 36981 zcmY&by95jF)(~uP3xwbhG`PD%aDqc{cL?rs^RIhf z?n~{xcI`gZ>#XjVQ+2l25C&Ee5>$ZrGr1&&#{DW-A${)OgjevP0sI#@czwBoU1>@%cD!o#YN8B@A$Xf?YE_KucvtKx4&lq_1hKj zcJcT1?qyr@dEMZ}WnEVEEdK2iEA?BS*s-MJ+wq%#%8KM`{DV^=@ElKl<@?kuInweb z^z?8+9%NsI@ay8@#^vNGen~X3%n%w!?bjBH)O=P0YKfOBc|Op==XoQOdzreGvOEzf zeqsJr$?MB7y>H=RX!F`1h%W*F6vaUr06+E1d+7Q5pcTpgN~O*|T0WN)1~>%$Ckjvb z6z}Pot?3axc(KhUJ>=g78S#$`k+W|<{P9ZC>MA+%vEXfylZM#oT^*$inlP2o+r8j}^%{U(nA-Q>(ZJ1!BiA;>xG^+T+Y3VxxF! znXb?Xc-8Y>L8<+TCVlSt^aO>4@6?^gER{cx-D6}C+H-znU-dqJVL&V~mK$mUsd|Fb1FaQR^5lh-qYhSiyK ztSdLQ&~{B3tQl}sCNWfjVRUaqtCak51mAix!VkQVKsh81`H7r~U#G`e8bFs{oA=}0 zR42IC9z@RU$UXOD*00!|<0jM^j;lmYmKo(j_B(-0!C($V7o1K}TK}IlS5JuNLL_d} zIY=BazTmJ_f`q?-kLK@V-YZ|ebadKuS&KDntp3bz#hiRVfwojc_>m#1@9?GcCeleXbQJ1tUb+xJ6N6MV8L>`0In3P$D03=U#NWwl>kr z?aKR^5l@MiaWsiUTgwY_h#fx9sUX4nGx?qzR3W$TP_cwTdM!Ncb~&u$?@C;V6h*o7 zekEJZjntQXK9H)tu+pFPT!-ExE40|)!^e0!ggW|%xQ-Jx9ra!@aqTeiC=n*uO18XL z>gRMIoAd;zpw6QAUuJ^LN8pZ(00E%XZtM~sG?GX4=?&X=tlt1GFw;6A?&@{@_lAi%Qn>};89P_B zPSYA6t8#l1417|<@#c4?Y>IvL_H5lpXXh4-^eR$}r(pFPdoGe~+N}#7CNym|a2lUU zI;e>g3FEeq+uMs)|M&UD!KQcHZBV9EArnB=D4KJ zh>d839MrpO9hX|o#axwlj=ZXyS!W{qm0?3Ng5_f=Q4@UvvIK8ba&(&US!)YOkIiT{ zO93=p(I^SMcY1rhrFuHWYAd5M1*kTX_nFrU0<>2P+ym81m#LdpXWppo zP0>T`lxg#k2OTPKeK>GB#Sd%6-y&sy2`vfl+KD$SyIS(oxIP5&O+<^t(r2wjc2jPI z?e&YG=H{MP0#3xP9Y`^g zkDhghEIDxx^};rc9SV_R7xzAYyOjo?;lnQuq3;(O!e!nZ>=-m5Dsyx2(Xf+aaqP=H#nvF3 zPR8{FQoCClB(fqt1pv;Z_UD|%b&c>_VG8@LsD70U_P&lQ%kYWRvqkI!0%)*ari#hn z@bR2c$&Z?4q8$bhE;|UeZ_|uN&C_(z?upoZW3^H;s%)b&kp8+Vke6J^wt!u!g7v!R z0h-#Y;1AQNPPf5d+Az8_>Na*^aXe=%KJ9s=^;_6bGH3p}3MfB`ncEa7|2C|0PlpPH z!0ogl}n+axXVMOORi7V^32M=;QDJRL8pTbQQ)iY3eyj^lP~&K=L# zFZso@SGDZaTHaujf|5^zWJw0p`8ztMhpu>#bk(ewRum<+z-Og##gU!)ZD%(QMW)=G2v%IEkB z@Sv?V!#dmG%hUaMXgF4d0yr8HoeOMY2_+*f-u^9_j1ay zxf+QtZAs{$N82Gy`D`Yg7z*(vozXX^ns14?WTtGzYDQQRY^0GStb`--Z}-0co+g-v z=3XlLteE9CbMD^!ovY1lyO7gJo4dpffkLSj)0V**kk<% zE=OnW`j+FFEz@wgLy7$YYQ>1~#u94c@nQE6Jj#Q5F7N4#GP;BwRH}9=r55b{YYr%x ztY%IseA$(@!Ag39N+6Ur&FEdXel783-JgJmFZ1kV8ur~t_M6M=GFU<&V{<~-}yC_zhHDA~-rX=}> zfAM4=lQ4#nbrJXY{2v!H;ihlwXys>LaeT6ajtd7c4~Vk!Jqke#im*3+*hGB^23DZi@Q4^=82mZR)`5`eCquBJMs%FurKVm zNEQ{6@dew-vvYg|jG&}>_YVK{q7u!Ebsrwu)`PuI2+UD@J3Tit>*j2uax?4&yuy%W z3pV#&Rxk}0j%PnU|G+`648HG`rlAM(=r6ms>@b^r>qwXQ%t_1WJVE&Fbmn$iWzUK3rFX%0Yq84<<*T-(C-QgD06FxpvGLGB= zlYD_QO}i>^q&#Z-Q@cppyp$q`I~)Xlm_BzifAaf~p|49m%+2UKsa-D08VV}kr%2a8 z&wM1MqIp~R6RengMB2(@_}GM)e2twh!J`sKfucHdbDj<7C7(-^~DK2O-fU!4B5kaly<{`_r5G|vD>0Lyrv zQO<0m?l1*W4emA6BC1NvTwg_~hy;xyuyurm(;HiI73*1@WZ318T$XOZM2GuhY zoV=9!X1Lkt8M5y|B78cV?fkLW4HK$2fIm@^XdCIC_lw;mMB~SL7w{-0rdLFWM#~#$ z{4J53^(Tk>j0xfnC}5OuP(m%|#1WIzb-QG$cVl)umX6LU=pX~JbOn^v9K(o1a(^z(d~q(4h^s6#l9pAPFZNdz+5}mqwi|&r^d~>Ch;R z-5kXPX@-ZTueX9erzN~ob=Bz)I^7=87VU>C|E#=jAKTvwjLBu&!n+}PCK5o=n@N0# z6d(m~{h8Nwdq`s!i)%4K{T0O28~=q5y9b>j8kASEbsoU!rhkp+Bj1>xc-ll5Kre;!8qZ2cb#Ag88b|ELE4VJSfxDUziCxWyU-=|QZVnH3&dQHs zI+6Y|&;PX^Xl_xx_yvV;cKUtK1y?=c{u0?Z1FO!iy6&p0XI(+s#M)YYCRw`M>b7Y+8%7O(uV^B`#nk+-HL8sR_o!wOO+9XK`jf| zg?GzR_1aWJo%p432GnDY7*hp2N^tmJ<5n7N5YqA)SA@)lSbWhyN^mgklu0D6&!o0X zQuuINO?2sSjJ2MWD2!Slb1GOQV&-x&hvHuM$00`fS@;PrcI8bp(@uMd?~FkYmEZzf z1Zr{s9DgHR0{R2z>c-CH0{8L5)I2UqoK;O91sqR+$nKpyW$s~#IWbHau3yq>4-U5l zeG{#_b0e}Tf(Z`eN5N(=#E}&0AV2=kZpku65k%R`x=eKh2X5KV!|oPfnX}o0i%sFl zIw$?5WGOW6zypt|+u=d^*(TVq$p)RN7zI#F$FI2GaMQpE?f)6!0w+hl!G&#lPk@KL z4F_|LWu)jPu$$oc1)u8_gZN#6#+;(t_`MPCub$xQ4^O{@;C5!qNKqhPn=p1aoZ;?h zNV+G8S|K~c=ZgZu*9Z{TN-54D?$j$=9{8A=m7)Z+Aj75Al-3#QuwbGK1_uOi5i+1z zNm#vT?V`C`gA);Tu?2$r#azbFqC1U22C5L>B<`-Yzf;A<%WirXYHg37wUJx1AVn$w zkGt#j-?4kC=_?^OY6lz)kDvSjc^kZQrx@5Xpe3aM+#^Gt!*LH=usJC7v74rM0}y!L z5Y;GRzWIi+1VOmNG4k2TJdLnvh=9y3QK{-?keX$cdzf{+h{Ktj0<$1UTviti@|6RZ z{G$KAI$jaNd?}i(dO<@^#lA+j%ZL(ZTs7lYO^6dBqVll#CBfMT<;*z3iQV@sRJiTD zF}abj0Qgtj*6BX3yp zuwci9pr1o$2*x@cx%8W6^#7tTQ z-faZmPdE5E-`X2JeML@#8Ot&lZJNS;L+mk2__2Q68^wjdvZPJt2akiCP&+KA*d2Ad zyzqH0N4y7(9>?_e2JnTaxt?1G(l;L=sHI30BL(d@4Sl&erqk)%J))5sP2=smb4J-1 zeZL=NBi<_liTZ?Swm9mBiJUqFb(LI|rp_I<`0n+$)xzo=#ntI0M2X|(m0&u%Zv-kIp*IU+(|NS=- zTKn~Y#cXkMC$I-`ewHAprTC98qPh@=pObIpnvne!7Cjqq+8MmEL>-oeGn9dS+O>He zxE_RfA<-@B3@+k}_@`q3{PQptx&klKj3w&LKW}k z1zyixJ8mz?X~MSaoKUtd=2FsoZihi6e^-LNiN9Bff*Go6eNeWH3cUV8EO+V*sJ|&` z3mlV!A4Ke%B$7<@+ioJg4Kg|&f|egHmb_Fj!Ni)(ArKRH5i+<*V^iZ|mqTJoYx zZwFX&O?_WG-?&1$_H{Y_n(zM=HCb7Z{v9#Ai8Vpm;Z_2FIfzOM;54`-Ufj{SjkY;B zaPEpa(QK>ih;$`hF!8jD3XtanCVAhOZ~x_IU|UjmS}G#rAJ%n$kyXFZuPUtXruMgn~h^UZ^BukS{8$_FObx%nisPk92T z$j7BAB)~IP8}l@o0V}D3$15N3TRJsv??l;loNxClR3vqmEs}4)bIr&vX&_$QvStDS z>h>}>f}g12&$eg76qjUC$6Z z5&hZNV!h8rcLuNs&6No_j!DhReF`6pn6IC^R!$0qi*pD_6_Uw zS!!Ljz1(KO{!!wYp7&~ej&lbMU5iDxnE{W%xKfbFtjReHj5lsYCOnf&xjw%s4RT20}zqs&t zlB`ryW#1J$NEs$~n`ylm(zs7qM0yLG&C>Gsb=$S~!gfmBCH{=_q>2fYsn@9{LQxc8 za#^(f(W>#EPranXn*)5yOzE`{F5`)OsIvD?u?iNixPBDh<_Z45g7n85p7^Ykc7`op z)i<>6PAHv!?Emm}@~|vTe9^oX$&YIE3%hTCP)M|qB(;}Bb7MS{iIJI{Dp2@BhpV?b z&?KASjLN;pguyr$_RWgk?0u~l0|(CB5+3kKn*LsyX1gNv*8Ss0L?pyJwNxB{-kbe zJ`HQj6UDTk2IROSjAH^?>CLG!VsN0NN<;UMO2&Ng?|0|=U-!_is9+rJ4f(jt;6fy+ zUnu#`pa12d4QMl+2`x(=H0q~`?#?a{(o6N_EaKB^G<^J4p6|C}0+HDS@v*A-(^(WhAYlzJQtCc@ZXn3He;TMoR{4r`kkScG#FXW0cBO7OjS)_RA(`P!x zT-;l<)kj{??IC*9y+f}=!fk8~j%6o;5iBNvmQN4scg$l6zoNXO{^1%T4gaW5wzAnrIQMR)JaR(|o1YVms?z?Q|LY*7jo?7rTeuz~F{fV2pme^GF7O$4 z3myd7Xsgt)6Ssp`s39KMQ4*I&vN7Q)5+>s0Dv3L=EOo{-?Ge}f0y$gd3rPB>ui3du zg4WEupX9XDl^xe4aIbc7n!6{J;b)N|M^$zLT^=IS4jecnLGW8UP7p3DYITW3;7Vx( zC7)7L?g9D}^=@nDN^1H)G*)UD`j_4jCUeg&-3JKYnAFIASiKVtYYq%`dv61gJ9&}9 zpEf@sIz(l|a<8M0X>ZiYQ%8D~$-J}6MhSYYL5zd_hAID$0p^e?TEPbmFNOLc_`=m4 zCOZTUU6bb-EC}x!({VE9xBs~YtgJ?Qi%_;W&3ME)>9M8uHD`n$eP)h>@1@g>RiHlx zuYJKf#j@nS;(1R>RVev4rG3I3Hx}&#)_DD4q8K%aY~$jP~3`vI3_52lsbW5j!AL{*O}0zU}tbB3!5r0)-=AMN&dH45#WHTMZx zq%!B10Qr>R{24@08M}io?W0Fww!nw{k!WR=pmNQ+Lo`gawP=d<&XOa>8GO*gqNOjb z67kukfAD>=Toy{Mkr7aG1^rrs=G9rw=Gc4%g`V)UQw`mJjAn9Gj{wtqOPTKw%^lLk zF$7xJTtJ2Tq@$VC1M)uZN2n5ab>S|D=RPz82ZHjr?Cv_g5=9Q}?nFhK9& z^87f``7BMT3xpRb?C(pP|GV$An1}6n5!XrNEb+h^F`n0Yj4y4m(5?9_e#_cFy0@9E z`WM5tKTVAj`i{cw#>BI-zp22!%BQ%gVfiIlqjpLO) znIXan5qq!(a`>O?xc0+rL)R9n{F1?2gmtsM@udmK_C zG!W`X^ZbQ&<#^zZM!PfXUz1XHoih!XXMc51d!yb?%MgaY7 z?KCQR|Mu|gPl^7EJvTA*-uEY?`7(Jh(eIiLlaHb%vTuP;S+!v~eRf^k^kZ1G;Aw%3uArnv$m{1Eh&tx?@Q`dTga4?RFw#i}6o%rK*NF{D5lqDwCH*peMs2GOaCB$c-3j+ioOSHW8I#0jzI@AI5GX`+8xu1BVIPxKVJ^aBn%YM|3cu%J>fPFhB+9UDn zgXwhKtwwcx%Zk95+sEqoHROHkegY`i|-<+OCHG|o>7mvdrez&@_iNCXv&LoX}82Ic}+zXLRN8)n+dtyRZ+>$ z^M=yH=$i{QLMK9++(=k!t=S2`_U1hD4w5sK9m3iR1VnJ zwvKcn%qBhyQ4t%aca+I+NI;37O1t)JR(W_c#0O?Q@XrPe zyIor9um2A^Qoe$ho6|10^8#L_8@?Juv2?xqvRl1u>;I>|7Fe9BUjDl;119t2PpI>% z`Cp5;rYZ#R0@Oa3y~TG`B_(+zud}iowhL8rPU znKO`d-uzYzSXthh9o0dlUWo+_8C`SGpK_N5^7JFoohi_`90gjnr2f++bnpNoa=xOT zX1WoBd_k+@B}=43nM0EAjY* zrcm)ftUUrVD|sLxDVRS4AG;g$Wq&ijS$tD8nj10kch99^W_iU*1eAaSRYsb(SpAaUC zQtc~9@W0^#L}c)B(6nqS$_*j+`_k#-{~kE44|>Xfq~+mRyh}QUk@;RLUUNy~SevHR zN8Ml6eCg`a>1VcMjwT^&uAk;%CECRfV;ceR240kikhi)^hx1DW>M82J=RsPhZSukq z)FC~ys`Je68SP4Ue-t0ES*j7yQ!!>Gv7z@Te$bHKgnJA~BOAGtzA#t1viy_F=Pz|_ zxtlBHyXTA`Y@|>ECm}8$;YrwyVjj-eSW9lC@FG;Z!z?GFu|=rQl<+ry1fpnJAASjV za-ohV+JLOU^Js!o_%PezA`b+$6~=yL;~}ygMo$D%iO7QSZA@vJ%yEkwTC`92FdnK+ zhhEBC4BmensRi#0IX@^}J`=7L6=LQ>RYoqSn+YM<#E8a^YfLJnaX|=fS*0S{-yB<& z-WFSYlD<~BP>bW$^x);2;tMO}1D5k`5YQhq@J1kFSV~h!=DUWxJbwaqb6YSN@DuvT ztt}DM{HLB397v*s{@XJ_NG$6N1JL9In4cBE|G~J|{0!H8xLz$k?zvd2tw{}w5t!8L zUw$C$i?15^Etc8;tpBVCHa}_%A?^MoiFlAi9JR@8ohg?IH}-`$@(SWS3iO!#IXu;6 z=aJe%qP>%#R|dQCk?@9-cBtc1$Xgi?9W_|{Qt8Z2DPAL)lA7U*2d9~SO0)uN(V}ez zQZ0bASz2;X+HB5azb{0_X4ppm+c0i+i7{me9uZazKI}(XWpc-sX!rseRO`WjBz+NI zpHmM>39hzo?-Lc~9&z}Yd@n1a@E*UY(#^k5Q!;~osOeGuz= zE3P@K8l_4{0ufzuC!q@9b;9JDXe);;R>jfnC{nbUOVf#rCWiq_aMVetjZd}FM}UP9 zG0_QBwCf^6%crOS-X^!YY=#%s8$|1^$K%2UtUV zcKGx)X7OaT3KlzD-e70ctsq>urr+j_iw&k0 zNCuNMh{a@HiV-kJvvPSKoWOUU@E-pAH>*y1+)>mF&hJ|b5nPc=I^IFc(rIGM{O`4Y zpe9F%Jw{NXbzhb+%HpXhcMuPwARalj(!;qBN`153t*~(|Qb1@iu^f(twIs@^e@pHMBp>{sqhBqKSCD>%Oe~AZvV%_8Z)3U8pyk!LjG(9K zRF+VAaCw10YI0D$W*8S*znC6AWBgnIL#RA${(S`3u-tM6CmLj+lSUB%G%gk@58a-{ zWAK*;15{~y3J4czf+l#d_3sQ(!R|HaQv)TaB&{*;yGicbplt-hcre1R<26X;$oqcs z8vTNpKoV@P?N1V<{F1GaK1hxznym#i{lsmA2b1!m?4`M$Z z$7InO-<^;8N|Ew~?1WMVPb=LGWyqJws>M(55mZ zKrQLW{#9W`AdG&}~Tp zEuo|s9hOBH}z6BQ)s8yPLGm#!l!ABLKN&`SBxs=+TqvmTocabTXro-D2Vj3D}3+}EOh zlm2-EAQ@&8N(3#UQY5yRepZ4+!H0Lr_j~m#=JQ#2iwXUKvswQ9xW_1*rhz`}3QF)> z9Iva#5yhSg7BAOm;i+n;+Xu6#`Q;MSvk<<|q0$qoAxv~_6CXI*sVR#dXI#Xhv z+s--Sze%|Q<)h7$M{XBDB+}V}T$zc`btGekWt>9yo3lu;TnWQhWm@Ub@!Hps70qOk zU}g#dPI?y#spoQHGC0DQ@11sOInZlU#z6I)2on!uo1s;t#Mrvm_dc=X$`fH?Gq_t` z+Ox(%s7*`DT0G(DUB_CPq@;0f#xm~Q2$<`}yE|X_rgbj9U@i{;f2JM6D$R)%zI=cz z#%@LjB(L6T@Y~M9bBEmT>w-(*rqaI^n)-tC`9{w}_P$sa4ItukLLIYab`Ejy7m($3 zO4>A!&GqHJX$PwUuSRFZ2OMt2QHz|e4q&?HvW|hbT8I1JSiXUDy{V*E4V3xoE19zd z^)rFG=8v~hgIgtSUUH6*+{^knJUdS+CbeU1oEs2b7)O6&3ut$5_qz(2P?Ja{Flp9YE$ zVP!$s6`!>L7iZ3*Y9BwRur4q7*3#>5>QelnMYlPEqd(t*I6`=#2MC&fMh}eV!kYBW z8bpabliBHk#JI2IwQ9sR;daikzS5!Da6Tx}ngX~*oIay69oWpQCC7Y5Ev#Mr?2Wal zDPdJVEyd>4%c?4s2F7cArLGnwiEr;%$vg8{3=y z+?$Gj*gX?Sb$D_s|9pG>O#rg?AdpyYPmRs$F{3e@qeGfq=X!GR150l~zzeZ}%izy31Rusyk`(m9;`nYQE@*B05MmjNGZ|#Rr{`n`AO^B@xxJ z9l3=FSXg#Yy&^=K6L`|Md~v9Y@I$s;@LqGIu1`lc(^*})i@1}1*V+19;I5WGly~j4 zrrjo-fG5AAT?|SP*k7>2y0$~&TS1kxI3jZ-(sba`8ZB9aVAHSuhgQm;ATSn2pIpp8 zS=7;-j@Z&QQ)ZxQZv{z>Zs}?m$qNvh#s+v9rrs* zlz>pHbkOlQ#xWBd>bF0_wYY;&8Dbl|Cdm$ttK8o$y-L~VcCC@x08bbd!LM->kR^+^ zvWj4d&ev+*$&3FP+W9937fcQ@>tB5A!L+~uFV|9#3m{cV64 z;Qx{`0a?yzdiVHvoE6*%H1JQZPyO@%Z|Q1Y)#3_^5ZRf}uYvzP4F<2D%=~!^Fn+q9 zuqO_=9RTb(^OL*0Pq(+3jN61NIE~v-yZ;4}|FOlXf8oZG+PH1U%cR}23?$ipn`aQ< zeM&pf>2s?7=zp;^YLJl@hVP#qv2cb@RQ2-weSu?Pf83sU;9kaIVWtyyN^8{>dD>KR zhEroiu|r&A^!(>v;JlG>xU1-ZownKl-lwnb|H>F|MlWzEpF}TIHe3$aFOd6tpN{yn zd!M?pt+jhvSy36cMWg)--pe=@tNn*E_JSF@N&U+x=74&N%HKVf4RGq1cRRVX z9n@uex^R;)qArlVa4VvYgW6qf zUgxk^T2E)h+5q#0PR4Y&A3;ry?tOn+(N9Iam>c&!E9>}J@;KFeYCJ#JFejomrC<%2 zw6%Fp?RhJ@opd5BJ@wg?YCymJHg&ku`&9gLWUs*~=#Y0T z_Hr5#7%0+lKKWbYYn!;`)iNkTMxcw*B5-Jrj_uTW9Q3XZkE_>~R!5e+`MtuldSJ8f z6F8LxZJle{pp_*9NbCenS6XpT8#H(r#9Uir&BV_w7qgogxXcPJSxV~49kJuvcs$uo zUFnwJG$Pe7bklRVFP<^hHW_et4Olq!d9sMz5;11@oNO^Es0Casx|legT2T4nR0O{O zP=2DBPoU*CA#F|8)T0`bo@b9ys^rrrrQ0;D|8AR3YUEl08RFLF-h`ksVgdv)((-lG z^8lgM4%G8vT9M^wcpRQG&9=f=#gWn?GvPXuP3BCI$nOUtT~euK75*vTT3R4 z5*4>{dE+Lwo%T!ZFgst#qHz=U>G4B;_pHj#Xt7jK`jquhS)gi!tC36uiV5=RLm$om zc+ex=*hL3u)-K*UEA-RAdU<9dUU}u&c*~%IV7yVjd8dyOQL6=blwrHJVFACbcQoKl zelezx`dNz5wY0C7s)1wxjh^@?GCg-97oI_@5jFr|gZ8Hh=QR=1Fccq_S9)I-u zLwD!u1JVYV`B_KQQU|a<1JZeMqSP{N50~}c_JRPbSZLA5K@KzPiqaE1XsOB1+GJmf zfc;k3Z;-cRT!|#YZx=1!hn6WU9Z+q+v@Uw?nbCASGN{1?PMm@1safBJXc*g;m_Z*hY zofsIpg_gm`54*n@e6)$xn&*ScLhZQi==rBhSO-uH^pu)YH9giBs`P%g7E9R3Ye~k| z7{+)1atW-J(~_=Hm7Y?c6ZbDYV)nJ%%ti;0?VMustQF_$&MFrb!=!wU=-M-wUzAa* zhxC5TB|@XDmYUOm-+m`V-(Cib)Z&Db{I$Tb1+qlT)S)JSH%m0!! z2Ux1T}cbkB~c1*_>hBfga-Wq#= zGj01HAj3xxr=yzDNwU|tY3VuWH!rn~A;8@F6I-a7v@G*o#n0qonhVVP)Qg^dzNG1n zr0>>hX~OrXb64heFBQ3@`9@+Xe77SosmP z^!}#i4Daxl79GxaEO|8|*HIA=p=>dK0Q?z7zdXBMtw#yfgLA z!w5OmY6$|GS3M%wHU0`Q3j2xVT6$SUfI3$<5nb7Lp!yW zp6f8jvrIVKknAIj^4B>8KJHRpPa)LF9$FEFg{P;vZUKM%ld?UE-gAmSE`irD7XEHP z3;*W;9C*vZjys4;zon22kz?Ybf&x*_PDC^AgP>f2*Mdbtf%&@@3?4c4(!2sw=?_U! zhjjXda_S(nXBnxfWJi{vpgMxj4uqCLsKkfor#OyzgG!BP4h>`h?nG26YLCJr9Va#bI<qBS1xc29FKNz4%|%|(#RJ?;^&)ViU8)zZIfS+a9=>9Yyzzz zTcSl1U%ujUTN(nN;BnL*(Ms!be>3;Cjj##SL16?JDihvhEbVaSSPsO-a5cAg^`Z1W zN%XY*ryL*QglWl)D<{CR(2(H)Qpj_jVP;JteLm-|KBjNU)>|6^A`2rzUZ zO>4CjoNYg^EaV&VoA7_)e{wzxdI@;697#uPL#Qomnm_ok=1IEa`j`pvRa(*Tkl}H`(w>8Zl902FAlH;WbFXK*9c-fmCeJ}hsj~#- z8i>OyUH)wGHDUF_1ag-4O&T71n6e>& z&a0egR`L-*>)6)*JuCCKnfFfWudZ6$r07}skLWd*PZrd^gOr3%lcJ8tG7+orl8?S+ zL~Dk)#wXZ(jb~1tD3qU#q))J&hn_N4x$`lq7b#($%xaFFgSvVyb)u$u<@SJ_C(0Jt zZlS)AF4lv!SCEQhmh{8(`KZiKuC@@P5D#i|FI88?a`ZaUk4RL#XAm}HpU?leU8#24 zVSt+Dv}3wh(BqyLg$knaUB+5;aqp2}N0pe@qtf4{&yLZ%W*4pTGMC+-c#a3zZ~_@^ zwTf2x7{#$38vhw=x4(tY0E@H~PRM;Bu@;h4KT$f14CEu0UCJLQTv0lUug(u4v08fD ze3T_qU$g?!5)b+)z9t$|mf$RO{#)nkj^|5Ee*OKP9d&)H61BpX1^+h=za8FzC)J}& zzsNZQGW*7N#=Z)~I^s^zk3A|?_FgHPTb(_nfte1E6Thr46cn1wwgc&atE>?f{CT7qry)Xh@7EjC5pnC+Ipf z{bsC)>$E_G4?T4HyiQD5z>c+~`ayfNX#gphppIwK)*+yL-XGOC&agn*dKa% zmF%bM)9qwjSERrn7>&Mh13T^cX~eHXwx?$@)IREh(UPv;vA=Q5N36C~$xfW>|CeNz z21)uQiM$qic>zqxXp+BEc0oH0b9XI#o1@KQ8z9D@aMZK|QGyGSkNH+@{p-J}iDpXT_qT-swIXiLPhKqFMDetc-&emlvPzyKus6NC@@)69) z5{2+wCuRh6bSBE2%^^uxg6?J0RT!hWSgvE)TumGun}BB8GO|DynGL#A+JH3HFXLHq z%+|p{Uw<1dHQIm`;V+t`5J_?N={#Dj+1bMfVSeu=25*0UG`x-lZSAXzQ?N+tI$#M& z;BgTcSRig`jLoN|vSd}t%m-QVXwYX>4txFUCy`Vu5P7*1A9q;Ya>mI#=2u|PJ$+Zh zZS1d1`vctOE2!%0%wk?K+{&3$7R{l$waPRc;yn#5;c`HQr^{SiXyOP=I608Yzms5? zNeIm;6Bw5qtK<`U@ z5p>)m@L$B89(ra? z@6VmI`jtymRLnRY*nSS!)e!5bsKTYu-akq-d@A#3Na0I<7@WEO_A5_+h|jBCfE4@? zA_Kg$8Cb3<=Jps(^V$RaJVZRtx^7mkSyI2)PO?9(M z2aiINCuaME%Tj9pvgIrrvpmg#zz;s|1*#J(hd%0%P$9|RR0)_dm6}g>m5u7BrBjBH zw-2qOP4&KAbgV!B4^8g?9mwy!57)NsZtX3%Hn+CDwT-E5cWZ5J+qUg?yS1%E)rGxra*?nP@a~5r1%RRv^)PRC z5B>t|j^DgFd^|z6*WTH5gK05SN1d$e7yrDs=w2%in3piEBDh7621>&hAD-cuj2nIQ zvJetTnaU5yaUDq>LK4WKcL$<{HyBUX*}X6n_y{)yA*=5Wl+s4LmBm)Z&1R>kwrxWVX_7qFGR zB_p_rn3rsD5muV)LnTD4qq`0I`%!ZMb#45yo4)@}UU(l+@G_Ub$6l-SZtSbDAH@zu9n1NSY`5367DLd+u9w7LsU7%EVOpc~9x5dFq|!iU5TK;UW& zbPo&3EP2WghaZ$2yJAqzCKha^-u$Xt_{WfIm_vWhuePL5$U+ zsN6kPRAHQam$fSA_!F`y=3`RG0A# zTMEm1*;R=*3(Ks=z2ucm-Gilwf3S6yF{qj0u|AIxvCaP!ObRG0IwibbNlq2lDD@qe zktsXaAC&=Dq@c?8zv7HtBEAj~l0#-OC=EGHYIJ;5|OW zQZ4j7S7FNqLF^WrTb}@mrBKM9ZJhM=pU+cv#BbKG?iLiekI%7W+AH54$RMj1*f}2d zh$&n)ZP!1N+ihu>HxoLB@(V$8Htt1^YAi{P38tuiWMmCpj+#ZL?v5royXp%wOqr3N zS%rg|*T3cyb7geKS1Ia`T3xf>!ET1PJ~R^%ej_TbA3%xEOz!U{Gbh=&Px(r{NB!#x^}Aj;;R_mr`Id1C|Qo1gtnTZBThe)P$ zq8Z5rc!kQNI9>?RMCnCY$;NQv2~<8_Vqsf3dtJ8dBh*Nn*O>G2i2t|QXu`bwMJZ=> z{9LMXxxeD*d_5NDp>4YruAOp@F@403@zUPg?eXy(3R2$2b{1Gcw;T7fj4IjfRloG- zHUu;O$mHV#6VW26irM&nm>8KyQ28OCM{)B|TOrBRNl#m%hcnF1e>2{dt0~%cjr_k= zb zlVdoHd_YY{x|WzKq@5t0V)w`9L5|f4nAUZV*lMH|l zn6)bEOPh}ok2S$y2FE`W)H%1P6uhW+o6PFqyz$Yr z3?k-XRE`Wo(O>hL4gp&P@#Q=}%pzb|f2u~|D~s0TwQOUcQXr3OuY;>7-iqKgsL*SY z*~Fgj^Ao5t&w`KLzexV|$i>t64*v)=m^`PBQ0)2CXjkf`WN2+oLTH(E8NOYljiQKL z%(Y)&s#iqP}!w-{zHA~w7|J!V!+fsZu!Zm%ypHiuzcEpS1sBEjK9MlwW@aZM9 z%B}wUA-82*O}Y^jUaQ=#Y>lYQQln&r6B1FI6L~lL+zblb!d=IbtPE~GY+$2##UYjLRQjlSL>zu)h ztxtabEeFcCeEYyuwM%SBa6uYauB9G!kO(uBvM;%XrbVGC`k%(SDc69 z7>JDCBv`~?;vpQwJ*1ph#1g1!E9V9Q^dO}O@@ zb9`c85{qG@h)pF6b%n93MOnxfgD~@bqP-^0A?jZt%tVj+k%g@)4zF^wK{xVX~5s8AeFq%O`G3XoU@MuE!R{Zt? z<6{zTbfy=IWxB_^lq{Dnh|e|0Pw(!ah2X$KJ+mb@jnW%gKPVX_?9k-RSgLKEk9WR( zzz}!wW4i+GL8yFguBL4;eIV2Vvk>a{Q?hNsQP_-Rn-p0tSx7jL{&qH9gzpH9o=Qg8 z-=~TSis^H|Q&yv~r646PE741aj+RS>U+(G=jO%LSz|3 z6M(|HmY|?hMpIuphiFGrORUt+#*$D;y&xXgm+bpP9i519ldUxV{uz@}_WnIf$MG!1 z2ZiR?JCfJnUG;^Rfoj+^l#hW5l|n&ZK$&AiQHir|(a8~r`p)1oK8i}^1j}<~h{lLE z>|2PxYUFTs+Aq;9bW_KKG@QNK!9}2AF)t}7iPJje!(!aGvNBCMX)rdFeW>iO4TgoR z7l1S_r_~Vijuc52fb^<_XKy^#X9UMW*0;wMv)DODA7ji{hOgX*AE(^;i%>#Wgth~T zVsXmO5%CwmM}CMj${x3Aq7}Y~ms|ZOq$J%|2S!BR`^I2rPM!N zl9c$Qt$~V~e)WY21}`do>a6mlyyz+E;Y7mOqvDS=QK(LmCnpRzNK)sg1WuBc`bRCA zl$rFOT3i$rTUcaBQj>knTom_X#%UsTy~u3SloSbVEzE}TD%jMFXi|h8=1aODpR^Gm zSbA{)T-;CAc?iZWcUUG6draYc6y-(=|Bql%Kc)B7 zT{SOd1A^p_z`sb~SHg{Ge?}=g6vUjcgdkV>fJRtMq2Tw)Ne!0A!sZ4A#7Btp)O$#V zK?SufMkNG$Gq?H#`azHp^06dLX%L@8Bal5iJYQ*Za(F40uv}p(jfx6oIbk@}%RzBN z(Hy;6e9PZ8j>^v~~u^8QrETWQh!-v@&tUd_v_U`fJrg9pGu*VmxG z0ku85Y6R?k@PZ*P66phA*gElxaT)+j`Hnaatv&g^bN+HIi39`&~+Ou~9gO z(MyA)j^E`hLCF{cVdxJ%JuT9Dg&WD^0SfvCKf(a3>dJZ$Q71-vY->CM`tTVrl4e}y zz@iPx!`CHEko+Eu7oWH=?|G($;3O&f=5~U-P3Y25x8!4(bI6T4duvfI&_3EGn_8Wk zcdji0Y!J2T8Vv9Uax+Mc2vEt0`Aq`!xH3%PXb&8Vydeb+DHE`Iy&eX5XrTsdz}ott zIOqXvzz12@k;WJnQ$^}q>#8_4!$J0OhI+hq%dLl#4oHhw9yjBH1X}Y*CySIkdY)J% zi$evU%P-~?232L#Bu?^uxX>&{1LE=|g zsLb|L#&r!uB39J{=a}^#jFydA0KEq^R8ST@4%D@Zb_3sWBI(z?W@f~Dxo|^)&djv- zI#kD_i990F*F%B}vg)%^Fs%*Dr;ZmobY%|f&AZw@8E)Y?jW+lN!oT{#r2+J@TMB8k z2GulwTT5ueAR-us7;~^!t=1X~VZWh3GWDAY{ZjDGsL_mRS~F_9hQhy<1iJm>jmId% z6^vZrITC&^L~aVVQe;su!YiRDLBOUSw&Xvcnud_GCMue(oW#S04cc<2z{xz(UnM3J zA>}~2B<#7Tbqde+KSXyb_1XUPl1bQ0Dv{rgM$1}VbOT3~KzxeRlh&$boRSG=Yj~nB z`f*CgA>)uY)%2p9z*($y0l@GiNgB|P$%MOa=6B?_#zlx?9~BisxzB1!uW^S=DvAF# z5iigCmXXwzyuxa=-~5jrUD0OCazHV1@h$El}(hIT5GR^9LQ5 zf+F?z@2f!z#Z)F5>a>Nux`t|rYETO;8J@Jib4p8XzZlOYcOUaxdu(N@NxowfA+nyk?=u?Ksr(&e z^i49vuzL)&Lh&=t^O`eJE8yCLcS&#UF!YRW8Ecs* zY!z=Abw}>7VA-yPCTvU1$DsOc^O)x=oqiYnK7+D}-0FMK&A&<8%nu-YPk$}Uil0Gl zhm>4y!}W~B^8~J^W$jAMweUi>goCLXSH5=!qsbRDQ3Sw~Bs&CcgNc3=KQr9RhCW|u z`$^(k!1qE92*Uz}qm*$Mf0Hg4+$cfOeBn`oiJMV$O2CVV5-uER2unD-gIN_)OKA6+ z6`-VX$hx1ncbf?*_I}lhqdViZOqS3FP>IXhx!|gV^YQWBj@^ ztp=aKt=)R}YbvnzY4OR$|M9Hf^a&?33cOE$I=o(fJbTcP0=xn*B;l=}uM9~c%bM^W zS*C{nOQ)o@Ubs(%^vr2aUwCMGa=PF}Cx%^efEU)6X(saE&1!w!k<+Clcdsmr9d0Vz z{G&o>kE}zy#sAfD*f;T&KF_BDpv5*-h>+cH)tylv<0FzmulM!v9=432YeyCT@o5|X zk1t&Le`(FsX+`kc@u^?_@s|OCoUR!CA@Kn6>1qBECnt;1ujAjO)%6<&H!e%UdgdNE z4`0{QnyV(f=6oYLT}TVe1g4?W&(&Qqx2dzJ^6y`w0FOutQ(%w*^V12&}=6x zVwbEtlIr@dPDaA_)^pJYUx5b!AK31waD4=h6)6EG9N?GIyuDvuU1}2dgdmV`<>%ZHLzmE z`2EPn*Y#s5aTxUNwp!p(www2=dg<|X`rzL~HT^T^wiuGU`6DsFXnt_zA}-qGEsm7K zhSjNHUeUjdYc}-^L43%V8WHo!9a`PZ**{7ZblLFXGi&eM$K#!4=tgUP09?6*=$2;2 z_ivbbXTNzN<S>4S89=vd6d$&k#;$ zr8}|Ry)2epi#7N~QB0bVQXBZnh#lZsaqF0Oq==yYs>Ax?o|5RlYBk+FUYbUlSFl@U zU2E054{6mb;Z{R_0gIMjK;;)u22eXaY5f@~o-Rue04iyp9vce}w)JJ;KKM?hKAtt@ zp9t&IDv;mlzio?KJZGr}9ndB{>5w&ih(lPb{@tVO55hr?2xU}lee={Q@+aO=CMC8O z)-U!Jz=EX|xRHYJCf*K9^7siShN4tVY2N3ru(6w929gFr-vJOBm-s@h0x*gfAfLL> z&oF4%m$LNxIEv@XS$8I>f|tTGm@t@GOb$@)8!GP7Ec(Pi!UsDM2nWzDIUk3^iOgwB z8QXj7Bb*u$0)se%Y`Ac(B+NM6Hhe?ksh#?eVE(dkOQ9c9w3#Xv7JuHM8WCv-6$71? zo%2Szbn3S+BnK-wjzA<0K!2Exp`uY5!~hYCP~?wMDLrf)k>E8m2%&s?WBm4q18jn|-H;%sa2<(SD|_vT;e`sUI_z&z)+?28STPleyy(DR zXlThbQv4>8utb;QHQt}tmS(nSh$cb7$4)~Fn$yirN5y?x%=xnaYm6uL{w{2RFs!A z15sYIe9sTW_&aKGn9 z6iye)c39kBG6Iq}QNdqu51Wv+lZR97%PfRIf@q`w5?MY&cRQ-RgB@dOM~Nq1Ql0O^ zZSdJrq<)wkKs2mla&Mmjw}1KYqR|o`EXia~`mEN1pp^TJ({Z-dgst$_{;XwyPww%S zNy@O`O-~`_Gva)E1n+5U0-&(F45+TZs3j5R)=ur;xO@3jxI{odEeE+cV!QY z81dOc$(ePaa!X1~i=_$KyE3dN9&r_@59d^)ZYl5dNr5c)QdK^`@GSA35X}Iugs%t% z=WVX;(3~4OOEt(I5h)Z9>qA3ZHgBRa9-t^tT!;B>rb~=liPf*c+n>+HSGQsV^UJ?c zDa0GT&L1Dv)xxASJpP^?fq!W-!||-f&4tsgW;fPdq7%+bIq{kVfxPyv#68rrf~i)Z z413aI!@AiRR?t(;TXC=4bdq}Pc^#qBu4X9;fYyABkA1GdePOI-C*L>ZvlXBC5>U5< zVDdEm_*-$I)4CFO5dJ`mO@V{NjnfK>4xVH;uA5ZiL6c1(QgGO*5*Imv-I%o1!~V8v z`L}`RWCHub6QgeR5X1&=}-TRiF;Kspyqo8kj^)&o%dtEE>A1aAoEg=H_ zwZ{Los;CamkG`hIdrO|xpI#SZboZ&utiy^9Hi0|HPbYm|HDAOXki9KUjs@r{h;t?}Kou+)F%%1hnTSN%-UV-+89HDnGp0>_%oHCRCZDV zTt!U&wCEQ&KWP+v(YXHwkw(FWB1sRg92N9JZXNTejU3zxF;@GwLC{e&SpC|<)#&+1 zeDpscU!qlD%Wxap8T~GeTYms*7%jh4PU73dZpBqP5v;_U6hKQG#BGX+lQaTcm*O=} zV+)UlMf?4=QzfQq`1fbu-CpRKqA!c&!3D=W7ilXZjM=#Sbs! zi1vw5SJhca;amTaP%DD18DaV1q&dnv4*K*dT7Nu#soK#~;%9jW3a`X1l&7Ad7w8G> z)3Y$O=$#H}^YgpV(?C`NRV~2dgn)E+%YSJ%{Gm#UUk&ITy1uT&Baff(EF(>r3}9-0@lkj13Rix@`;;>TEgvR z{@L^vonRA>hZ%%<`~HAbCFJ5Kz*?}(H3MIJc@3@=N(Un;OM^>FOZp2q>+cS4|F{TO z7&ZN|`qS#w74E)qsTTG--LHF+a0Sp^C!U{qFJ)@%nx$RNWpfa*k@AkNONrM$E-|6bj1sKvtS8RrRz zugb5hqV8am?X)zTo48d=5W!XV=Qkb(GaGHz+mrOP9zQLa{BYv~EL<|_dA5K8zJGXA z1{NQGRvl^ol1o#6AT)kMzWD(_!P}R8-{$z_{1Cd&w?DZ&l#w1O<&JP8Y8610<(!mg z>mOvXjv(U?wK|5|J4}>!^~hPqXy!j__we9TmC0gPS&S(0)`+A(V5z>L?_t$n_loYK z5Bg*3?Ne~Ny07;RoI^oy9XeHZ$C5jQ=e^yqqo^}1M+DrYW(MUpJ0j6Io3R&ZemsNE zTq|xPNA%y^wz;ZqqGdFRQe!|adl5>HT{wXraJ+T`A-Xn?LDkgzT_-B#+rv?w(?@t*e4}*E&I>NtI3ZK#rhK?+)Iq zPDA6I^lz%(h8clbo>}JUU0xKF4M@B65WBR%2f-<*Q1tg}pQ8Vg2$Um%r_LkXxu2bMMW_F3+kxoxwllK?Xp@If%OTf5HbkNfG3RXG95uXk zQ{`5dZ)yD1@{zxIy<8RtNDeXBJRjG>PHXhot_@l*3pGWplgFXkalJc-<1UokhF z%;KX0tkr`Qp4`|lhxL+HDS3Y<7fZW7_zhACf*JLsFbI)@oZHmf`06>urkNB*XziL^ zU7-X*y-|X(0)nKtrn_j49H95LTlff`AMql`1xYsc+>%grdeI10AGexN`PF5>NSP2Z zxxojjCfy@u!BR-Q=`L4~qCo}Ws+gH(tt%-UaC{UI@O|0}If1@CBY*Cry*1v6baE|j z3Hi(~t&}Qq9OfO{)}MR`gIvd9^?Xj^_+@)NQzY7#!Y>W}H%J*W$CBu0EffsOMy3__ z+d#`+14fNcOEWqK$wKy6DDBRRH%KdV2{>^Zep#-(4^+C!Pt?SwXu3e)m9Pd9SbwpT8=y*OMWdvp;7z%C4V_sFyXf>i1cAI3pj6^JK-y4l2!JM;pn z&W=LUVn$|4UXnL!Y`<^~dKfV&e9a$t-TA2R&rlVZB}l<(!46tmPb|vl8-&B+Fg(cKnf=6 zedCtj1$9C^liwIqXs}k~v_J2z|Bg^7U2rb{mq=aeD6o!VTNm}7G zDgNm%+@<-g3$_ySr7}!4#qfdVC62TVfz6#kJ6-V1nO45ss-J`3Ic2ofT{kA1@f9W+ zt3RATWvubtPbkpcXwT?9?9GN(0Q;;k(CV7;D86;557WCD9`UboL`|}J&Mv=YeNzA6 zB1tiBV;ZI4p{l8bR30nY3mZKaTWh2SEOGkT4ic%a$nCX7l&+V?p~oaMBp*Z~3y>;K z#DqcRLX$w^fa^NGcjyUl(Bh~wypHKQ2k+--pY$tzX98*0>420$LW$$_1Mo&%`X;+a zAa}aszl`)VUp3l-5oro=lB=+{Q8&kh*0g95&4uR707G+FAi~)8TpS-zA-~l9Fhg-> ztNXK%Ccz5p0#Eaf^_62Km&iqaSTY!G#?X7pOm{|sLtz;H213=Ebz{=rb{La2PPl{) z+oce|PYEm(Hqih6b3%-K1Du8o9gmW5+eLJuh32feHfE*rfUl~I2bw)R!gyEFU3E^4 z|80O7OL66s@zS}#8Cc(8aj~tTwkL5t4%maL65J2j6(i##YIVY5~!l=!^)K_#KJi(t1^>OT+x;#bHop9Mj( z22P}PQu%-G>aHG34m%rR{z)oQTRNZUm(Iz0{FH|1wV6rA10u_op||lbEhO{pn{#(6 zQ8Mj<@r!fxzjOQ)0qe4TxXIWTg15hd;q`qR;pxC-)&Y8p5N}E-HpX%WNNu%zHu93- zmP6!6;szM~6`-2`>0By#2i>qIL%4ag$sr0mjgXGG(0*RHBfk_eHG5lskpK4?yGb^Dkf^G(w^b4uLY2)*b36K(eSfv!8naaF~~rFaPy?ked-LyrOwdG zU27Lxlmh|+d`9ASxYTQ=ywul~slytz8ckdstK6M&WG?Di@$^x|krK>{hm^RXyX=iuxZ8R99k! zAL0_!maelWBDt+BB%6$nq4HFDAnIk`eitf%*sJd-(8Xj#KbGE}UaU|LepK&nv`|bj z$pKChKRsY>N;&zd?(5RKu*yGLWZ!HVAEbW%kzUgt%UHbEQNK2#3kC?v`6{-MZj=x2 zU#d3qr9FD>cJiTklH}H2NCXJkp*QqF+?J3y;Nj(xQ>)4(nqAKuE6q@Z5HngN#RB?p>XvC=2vvFmsr zO=7Mp;=CZ9AzUmWV?&AMM}i1Hye+w);u~tHv(}pqXAp4mhyCcaVt{wCZ{Q~dLcZ~? z5oOtyPI7Qh9?wu26Lh&*2pRf6TzkDb9@U&f1NeyqO7_rE&Vv@3>%i`z52^7+JHRwi zWJEDaWy`^WsI)}sXZNQ6ev+Cc;}!vyHBnF8ncHu;siEG1y&9&3g6S68)11T6gV@7k zYo%BHM5yi!X>W=x?0j&oHHU3lsh9QYOOGxutlyK+c>8A1B^C(N#yQBe@0niMli)s! zX}ukhX)I7(i)EX-Wnn1`zo|II)_~!kh@=F4kpz~VPUXX|p)|8O=vAbg&w|Gp652OM+YjL1@3Up zq8$K)d$}n@sY_Ji`_xo^fs@VWAwl>fPLVzP4-P%LPB0KjafDip3r3ouJl>t?o}oc3 zA%qEUG@+m7&Te`hph}hllr_=B7A)TFpR)>Y@u4*!BK^a|?sARS*v{T($C*zg*aC1d z*G!?A>(L-TM9-vM_?o2-Jb}$`UtdKX?b)bd6pWmLXIF+W!)fi)wG_8b@zZu;z|mZO zsuw85t>6JQZ;0c~Ef@C^IM5Y0b|{uwv>UjF+MO7}KScLOd3kF(Gza2|+nKN7y2)D5C3&8CI4>MGKW7~sX_E{!tI3z#pR#86M8C)NECwuXf$@{JO2rp1( z?G&$HHxEn!D{wU9Z8Gp}%EcWxVG_TsuydgE#5y<)Cit2LK%rE-$gp^i21&)B7H^46 zi$K4WnWX!b>$bTUNZszJuO#{{fEk)GFbSo2?2hKD{m#ti4Uh_oiT8BbIBR$6L|&zz z8O{-9oYu{`I=$QQ{8Aj(8^g(-0yF!6mPP#TV*Km z6{;C6hfk{~$e{6c)lVH>$LHFF`2~8i+}r=WrO*y>iYyh)eKvfdr1tS+DW&!YeZV99 zwBwoD>0k99_JB}Y&+FcS`rB>O8!;SAqo05&>yMC85N)U9OWuBa7;GaGuTao|LpskbCJ-#V{nEL_(hmi%Es6MYr^rqaT!%EC zsOIB&q(utzmHKux&IkBw?C1M%mSK(LN_I#yL?`PKb^vpXb9mC27ZeI%nPXwF7k4`m zwk`DX%|8AB`!npk%T+D{|7L!8d~9>MEsU@-+}^Y*pK|kYblEQ%mc@dg-fhO0=fb^S zKHoO0eX;xf>-$E6p#8gKXjpr<4@i%k`;L#CAkTvy)DYue|CFTOl|ZDH%;*f_0eGZ< z@3&-M|9_6ujWg5G3dN&dCF$T8{yRN;M($&Ic~_(Q#`~Ro=dt#jS;#RVidqLKbMcWTVHyr1A!4?LF)!=JjgX0m$D}4Jq0h&l!_{C=9y}uciL?W^a<@+y? z4Wt9Hi>||EVt4I*2WQ_MM+@W4aQ3Ci78%{sv+eXsR_s%_q${R7nG=3GZo8J4dqKVQ z5>Q9y5Pc(=V%{kCpqPcp-NbFc+31ckjye}cifl^m-rsN)w9Q-lbB2 zE0F1ctZomc-EN)GN6zob3(jVG?UGrB%-ozzqS>PNEHNmLxYo7o5oz=<#vKkMSGW?2 zZdHc-(AFea0Y?fcv!T!uf6e_6VdRSHTtxilB(o^y2|3(NH`~JDb=KWK3xXUer6U2AfIy>=xz!2XusaLReGam{r*}j% zs|sSUp_oWzf2;F;CkboKPp&7nm$Q!6S5Mi&ZQm@jG*7XFi?s*izqM&2fyfesm$%SI z(O;WEjcnhj%ZPDQn~;Vj=MdR}LY+`p4TurP7~==KiG%{LRRWA%{gHO*je|&_AghRs zuAuB)gp8@64nGkH&_`^uxt3-jB1~4XHz%Zgs0V@Mc^l3Em+0{J0h0-wm>KGs*BNzi z3+w`YMCo|%BBOqT66myp7(=6|=hr7Q{)OxEydZN7{Q^apVt*95PmQ^bJ2`a#fDS6i;i<=UAZvrB#KH~f?~-#1*v30`+9 z7j))HN7g@E=pTQt{D7e#8NwzBPktI4f8RIaX=viuLH)q)D8BRsrN@(I!6xW(1)TCB zB<>!Pe{0_w8|7*zqXzoLLnD($9qNOVD`RU6R`0R2LS%ooMDfL^>e_*sK@-%;_K(hM z$K!gjvKh+vxPqdj1l; z;wir3X?n@M@Pa3$B_DcYcDUAdnAZ0H;x8_C{*qh%5@&vs*H*+rRWoy=@vV+sk>$S# zFtvR>7Dx7rTWbP<&IGYacB!g4xA8RE`rH#;=f}a>O~CT^%E;>&!UW)v9JAj_;NP7j(ZwVnk<#T)){6aEmSsxf<9&69}(&#B|`>+#-av zRNA#vVs9+L+n#=%PsF!9g>1eLSoa*X>D+75v)A7K3J!qwXTbUszUh{km?J3XDMwU` zg#g9KIn0-hUe43vDEiLywmc`vmFQa{FJ~P0_AP|16~==~yMs#Tn?I``cY~`h;#;1i zcAasYwXwllZ)j9s+2*eJ=Iqh+cs?{=m767akJI#yUS2HEdiczSd*LllO1sP)&`v_7 zb|ImlP9V>f>S;)yVU}~@A$iDcB!*#pRu0Wxp2B`P12uDXYA41%T!E{}<0V>=Yk(8A zU(+y#z!vigWKRuZXXdPudg{m9eF5T7rLEVyWxs<@zXJ={iX9{^$v>eCz}{a%f|g4N zzXmi>)jbOKkHO@A(YUdHG9vcBQ&)PcM2Whr4l%2Pm5u7+LQ1sE{W5&wX4g`! zf72=}4`V$jXa|xA^-LB`z9o=sy)s2s+Kv)x64o-tc{$|aT-Kf~tCcWLFMRD%w=ZJt z9-dxygSVH3e)&0!az)QO7i^2*gw6?Rb- z*y2m%Y+yCp)6!Plx1Rv=Gtp zufdCd_eY9q!-eSt}&N8zz91BOHc)vJ}yA6HOV})6Q8|S5qxBq5{)#EDkfyXQ^!2 zae9WxlwR~->0Li-IJJfb8NMi@T0^E>Gpy`cDW&HP2#?wgQK_3|T2S)2rq)#dliLFK zMZsj7WBsT}PqFaOY>rj z1QoGi;!JS-4b9Y$deA?`aML&6bfijfyylL3j@1R?f2utos`ai~ta`Q!j>lbxr=%Zo zy2CLz4R7!AC#R%SZ5&lKOz;gaYeQ;<4Drsg-o8P}7nzQvNRF?dTHv0Ej$gFTu|Al5 zX`~1~2|LeI(_^gy`U2KN^;;$PJTsg-ocbac{ z7S@39!v;btWby|qg9s*U!vt;4EbC9nKcss%1yqvSZ31Q~RziFq9Sz)O;@@}zb>|Zt@@~Ig+zie+%_p#Xojr@rEI$8nXcGT%&^|2 zho@{lijOa?Lud_cQ_r)~B}ArZHXAm`zLFN0mggvGnY|~?ks!VY=zcv1KKZ6P!T|Yy zV*itI)`iX>(gdv)vPC*u_d3;p&`R(teJws^l~R2C>KXih+F6e#{?fdWd{X>U!d%O2 zHhPYgg`8m?J}UT_gRJ*U&s(;yvSSShjX!2tKPjkGcm`*oDjrZo8T8n9! zx#pUlqJ3#>_|+Ft_EQsYb6FUuKY_g3?!v|t_~BluqFs%XL$A_K1(OPl661b)o$VT;*VL*9qUJ>jvAQ3mnP~-@^)VtAl5k3gz`hnn}LM9r!Y6$=#Y|;MW3E<>}?NOo(SzIUUO(XP>GtPX|O7+w4q?1I?zyDQ3uK$@5U1L&*7q0F3 zvBbbB30-*vEZY1uMyKsHCS?3tz+CM9lPYDM?@ldW3dt_WNSO2EpiZeEF47L;>+iW( zkP##Sq;-Y_Vx*Bd(CY%BwFB|-`zE9#?uAC&xL=qMBltI{R<%d#DCyEjHu_-J@rpQ^ znyCPt5FZRj24<5u_?(v34uhW7tq1j==g=D)&yEMLgjxoQtDR%eqbVjtS)JqP?p9H*xq zv9l^|*<~7^GJF~*1O-~Bud#_O1487lvAYju$i||h1Xi!HFS~ms zaI0kWaC;C3^=*HAuueCS>Z8B#0f>N4b^u?+SA%^;&erputc=KEU!lscAYK|f3B>;NSC=watq4FKSnofd(UeH}3bFuTv_l(|0S&zU;(w_|HnysJBl%rm0h#Y*F65{mB5eTQfZcGo724T$a}R$g9&#DRyjnr|ks=sZaPcxkh>@fjbJE=GW8 zE%&TWy-5Ba=vlsTPl|U8uv-~7;BYdGNK=9wzpXNxsN17Z;H{yDmCu{V`~s_uvI4kxBP8Y6S*EsL9p1`j9O-*&}&zCikvPS!3O^OoXy=5rpUv> z9#SNC%E}z!Y6oPy=tJ6oeRQGm4k_3AoX{Yq$cW@|52bD$gG&DduB^Mq0r*XcU`WEs zzh6jvbeXoWWegB~p7fSzCWh=^1EfJl^GL!Q2ujZU6D&1=BcS0L9KW6*X6G#oT^ucf z4L=#@-dV|t z4D1OP9QOoJ0?6jv_v?fdVA2&_o`0qw`}MEd@i~SO`dN#lhPB$5BZ99o)kuL+^F@)bWA6T{tLO{57F z(cK*jc;4izA=uLn6J>KA1jt{u$cQ47EG}#LKVR>A$z3wrnnF?w$8#rckNLeRMhvsk zKg1Tv9Nw@9lj)&*#~FU-xxg_xJm~uFq$m?T`Dx zDN=stbm|v`L)q(7T8sV!^hOMJkL{>64711n9w@3i5X7`HHP(7i-a$+s8yR#x`axl; ziXBbX+JEL-xX^){iYnaAU8G}M4I5sNA_h+~Y;F46u?(W`$sO^N1i;{0$!YZ!0#f|I zp(`_Q&>dT9vXt*zrv~c=KOIL&U+A(tLlKcPxeHuybo%lN^#FZd>p{Pz{)1z(LKnAw zRed)+^-gRrp8m+jYYrwSlDS0A-z*6~neguSZJG%;vzdq0ZhummE#=nC<{#RPoo9UX zG1~Pu)Y8nd{aPABL{qZ`IKFV-9d)FBiu^TlqsFz=i$hm-o}0f)rEcu52;aM+N!Lh%+G z8}6|t*h^&JbuJAUk5C< z%j?y=E+9tEWG@#`-=(VRjQyeLzfhJkJh~q9e7cZhS@ak9$j&UN6n4HK6F>dQyq04f z_ig10c+8$U3vDfh>zq4V9?DZ=y&4b5E-j8=%y~4Ag;HJj0cITrhUMN_(Ml|Yx$Sn` zJOAcr&z6T$&12qRfP*A%;X{fV3yqh+u~Ifco6IC}v&r%-`E2v@&>Th9Y)6A@A1biW zwS`@?DKmDumEdXprZHdDcdx<+?W{-UWrpfPjbq^lM3LPRo1j}lr-dUJi!m2Pkdv_y zjO(De4B*f=XR5ofz{lMX5#%)Xhzr}mq&$@1=&%E~kfhuko%Dw4nj5den%`Ke!b0;j z+q~G+ZWiWR;>Cl=)UBs+(IF8Ra?8YVcZ+ajNLtMU7UAGki;CMDWTc=~XD32B-6Ak) zjv1~kv4s&3v^tBx0--zX#N|;{0FYsWSF>qchd8b}E5kK6|2O2aZ~Bdvd=X@s zBukBXZzd)HvO;~SomH&Hob9GMMQ)f3U`!EjU3#OW`23!j5G{I6u|u0)BF{vZ(6uLp z11O=!rQXXTc0KGb8DEHoWrj^cjrk4Wk2JFLX#CR_Ql)d>TM1rYq4Q|Y=oC<5S*Dv= z&9$f)d0Xsgi+g8IW~l0>OG1fiZPBe(WQfCD9t(Z=AQE$ha*stGcr|8vBW;t?y!wp3-pSU6R!5$@ANn*jrj%c~yWzC4~?Ii{BiL3w*IW zXj~6$j@^RpBCQ z2Rxze%4zu7__MW!-i}~CxJ|8QSUYlxyq*{t-{G05@YXgNpC{!~$w;8`ulP!FG8 zTwN6<1M>a@D6fqMBmb?|A%_gcRILxPpxdwtXl|A^uljW6Fync&EtP!>aj}$*h&>m9 zbzjlx@jCg9OobdpkderO1@j!00c_>j>WPUqIbDnIu~f>YaODBC)?YDHhUz0xDrKuj zE_NTpUlLz$Mp7QYavi9cVxX5^^7jE_k;lSRioyOEWLBcmfLQfL<$=~Qx^X7QI32+5 zdj!c~aJTmE8){-3RyO;MizG7Y5=joa=MynuoZLi;e(Hr$zF)&3WRAuO1vq;id;cXF zVqP{%X4G|#_}Vk_SWbKT?pz2ov4Cy6!a#sus~&NGciK!Zp!sTzW9L%6a_<}k;$gnR zG*i8+Q_oFGN9xwgZ8c<>j>=3=0QoBG?Hl5yM9Ymz*DY!Hjg;wSR1I^t&kuTvmzwpR zw;C7iAuw}&?Gdu*J(yqv``4n{M@>H)=T4{}2#v;Ow5^+z+ZvqS49hQ&U;2XmCbaeS zkp|~li{L=vkHUN*S@dynkF%2}scLwU^&zvYOow*E%QBO_V#(hpbAUgdHUoAGmvUZ= zl!fFinGyPWZjQn?EECU3l(f^1A{Zdxypf+KIfu?2Wi32%*7WA$^*!xF!{%o*t2eOs?_+6~zmUWxyY1`H<#9^FP zuB>e1KcFmLGnl2{8s*f%q<9uli@jZ>M}96ZIcZ3qMeJg2mESPY4&V)Tb&>|tX}dn`YEF zkF(Rk^Z~=fonT6eVCXWpi+{fM)DY2*r`oLvT3@bh1PA!|@#mz$b9KJ@a6Wf~46Tga zMe45rrxI(~I>BsFKeGu)fZGQMNPwt1NeBI1257LeJPVhfNS~3s#|5}S#wm-n@W3?? zFG&n{4)aL!AwAHMG}=@R#?=Yp0R10SXNoz@)ql-a!7=8bXfRwLk=Gj9b2M0(76@si zX{M9IoNgo4yx+rzD1$(M<3ps4PaiB(nm7z^KnU`||6dcMg zS^bP!v>j=x4*Vft6d;g!9yG3s4T1*oJQD~E!ULs0B$#=R3J8Hj1y2%fwKXJtQ^k~iUt)L;xpnz@M= zN8SxqT$OJEILg++a%5K{K*0pq{9V9Wf*XS!F!J9H;ASPP79!w860I!Cu#3drL4ys( zE-Jn{3EIKKuNTN1CKb+Y!g=vJa_Hbe$aIps-W#Rx#m@~Uybc&B`wS;d>n9zWpgtg- zX8`G7prC}{^rtebo%GM$!AgTwT`StphFnu+O|ecAO*V$Z%*dsa>?NdDwTha%R-yVo zEkX7E$u4`5%8cdM1F~Ot#XEmX6^LwFp2c~t* zsm({CxYbYb8Coh#`mnL$X=aPm_1j^6Kw$T4Cra;UdHEwA0aw$en|&ml`}CC-QGX?w zo!DDago!pGr2bYmZCZb1AKa1sCJSiQYzF+&#Tr{9Y0SqQyHq6t<=EAl_CFOZ+tGx} zM)B3gFBmqI!KMLY18l;HQjM|wMVRZSik8g4bMh$U3YG`j!6m4o{Z&jCGh_BO;Qz?4 z{*4EEpz*^6iN~ax*f0XEy?htf2DeNXqX!KQmKT_&WoiVS-E=rTt%@I(>ONFo8F)14 za$$(uc-MsScQfmpOhxD7WJ?Jc-K%6c{&&xTdiJHE`jDIFs~Ed`tR!Fv8^*S~pigzs zLRRULW*}0;;+H^{{v2ks5V9dodTLYs zqxVs=h7Tn^VGjK1cIvF%N?Mu-4Gn~r z!$DDbd3hMd*TdM2;3==7rJ*Ibf2=0Ol#o<)5L)sYf=m9gyy)rxjzl7~|7FwGKqP6D zDgg+T#xH9KI6_C~7aJUjLjKE73xz=a;)l>e>1h6HgKO%-|7FwCL<(%E{{xDEqcncq i7_@=!6kO%;UqT3kmX2; diff --git a/Manuscript/fig4.pdf b/Manuscript/fig4.pdf new file mode 100644 index 0000000000000000000000000000000000000000..8cadb05877a6561a4360d96c747447e0ec7f060c GIT binary patch literal 67771 zcmV)ZK&!tcP((&8F)lR4?5av(28Y+-a|L}g=dWMv9IJ_>Vma%Ev{3V58H{mZWHyw-My)pZr?1~M(4$twsD zz=b3Q7YrAIBnS{p8*oza?MKgvbANwo#s)UlY_EofhD4E_orhNbz2E=-59Ry6KK8%= z`~Up>uh0Ma-~alQGJp0u|5|_ljdOnLF8|v5@Bj1v{P#cn`(K`ypZdT2AOHP#|F`$w z|Lgzzw4brpKL7r=r~dmtegF0U{rr#r)4%uU{rCU){!<HN0(e*aP6 zJ653gL-L+&vW71CT|7@MKkuCX9->i<^7U_BCR0ECef6pO-7oyo`Eyzb?>0zzNZLvW9>@(|_Kk&+KZ@^oezr!Fy&7TLLo9V^X(%)cEeB$ml+%FO&WH7~jy%yH4`%$Ea0Zbl=-# zcU=!2Bgj`&Ufr->r^!A#_4jyqqW0!?w7v~`)opDxWNw|gy~E@T-BtXY2dI1{RHv@` zWgqeN)E=<9zN^+oQh(l}@2c-d9wNSbA988_$o4@lx~=`ZE>AAIA8G!w@>ZRw{mh~p z`>MQrBxT{%8`%0!89EV)mPju;5zh1P0r9W*f7dVn%7bps;G0P>mPzLaKGJjyZ_`7B zVlOnt5E=SW>!Y=2_?csx^xZ`oZ*%|N+NCQRWtx1I zkxtZ4HJU}gtS^16{+zDwZ;RL1zuN6xBBPr0aUeVR1AZy#DsM89Cv?=gwY#)mT+ixo)``6{SWNQMgKNBAOtfCqd9gB9#|;BF?P z>a=Z&e9wI7w0^P1MzMc{^lFXcy8A28dW}D_iixVH`PJrISL3RCe&wPso#<`Ds1;qI zZ}F@@v*Ttov_&STbds%?fEQ99p|=AsD9+ZNXY8LI& z(s{-)=xqzAQToVwb>g8%I=?3IEhOC!@Iyn#pmzJfdU^FAs7XP-f-p@~fv@_#9h0Pf zO~WI!rVvUE$oHG8K34SHS7(VOd8-K?CkQGdp2+RcM^qVp0M#_fyG6J;C)gF=LAK zkndqWLhmwComtbG?$=e+M^umOgc>!K)-FG)5NckhkL;o^8!8LCx*_;TZzgI8D&Hd! ze4Zy7ibp=AhM=bL++VRM`g%8>yD5mN3=RYi--C)nS*CV(-TQs1%ECwd?XEFDpf>L# zzUIM*kVKWjM{xBdYF|I1CaxcT%1r}f6M$Jg_Zhh>q)RN4Qx|&Yp3g<&=8r1H8 zk4OtqtE1uvqECFy^rJudOo;TNd}OpDqDbSYVkFUvaylDKlGi8dZmmjQl#lGGZ$n!M zGFYFJsJ;J4WBXOm5XN4(;hApa3PW*`K6OP7ML)8t?&|11(PZ07)N~?sUr782 z7vofr?q|5%HWmd3Kwk(ublKg{FcIuWdPojYxcY$|@;y}4nqSxKi^YkWZ_#lhtA2>c z9C{v2?ZHP*)kULleJ85#7x!-6Yd&UxKJ+shn=p`7^)vJqf*gN{Z{hQy;wHT4H3S&? zD%L;vdu?5@f}i^0eGt)G3DVenmLE2;0AuSXu*d;ypH@NeS8UnbkkpX2b-iCJ`WQ`r zj4fJyJHu*%5u(tcI0gn;Mc0R>=@D|lRF|&4)323ZUVN#@dtzF?XC$Cn4|AeMsHFKK-@t2hwF(;&U;7`>+; zUzhI@n)>>KP)4K~sGs+`dkC_Yu4n4`m6!MKA!5A>)LvcT3>XZ8U&d1++dvPnq$~X$ zdf3DO&8C~EXa@u}9EqM_sSc4|w}K#wkzTZdkI|XB9tHfhG{)y7`l%m53rWJh49L>A z<9sLyr8~5G`A&+AsS9d*ne3(u(kuBDd`3bfW9UQ!eNdt9W6<;y=mICx7XS!fM7oZs z%YV;v^!)1RMrW#IR+hS2kWLXOI?Hyq{N;TUsb}f=l@X+!_|W&!X>o zmx21%FWzw8_oP`~N7w-9D1OmEUY%OlA12YOQ;WKgLy^-X#HbEPzpGZho+NApK^W(O z=n89N`wX&u-#>&$K-7H<<2(R;$bI0UaxOAaR6%%~A0P&GK)#;Ae9Z^cc-1=Dhak~? zu2Y@+aol);jDa^0sOw`(A>2UUt(&lG3bI0&KLXK9P&ax$I+5Rk4>4jx=jiC$4kIHH z1{Was7s)IpUkj}hb-k$Vdr@C~o4RSW74>LAW(dPE5Yq$(+`nuQTyJErW>M61_al*vkE;(gw;(#rQX=sKu4=k_#~}C>UyIzgnn564&UYDIr%^_$_QT}t&}%QiMi4|z z!+7zNAEB3bbQCpc=zr_Y9YyUKh)VcJ*q(v#Hw<+J9+J|G*rWc460LPK^ME|#S1O|A&I8dXM(oXk zsB|y)+s9It6+m_VO4(i-A^3{>bVu;(OfvQ*QI+-)c3wvY7C=spQKPszYj~b$>jo`! z$}102I<_u!%A1Jp&~m37q_NDe$vR&r^8J`hV~)xCP5_lDiSLKI;2^^QffGSfkhhjH zoj`iomnt0)H>Mw9zZ7H}unP|0S8yGM=R_)oA5m*E-4O&~M|5PAqV89t3rIa4ooKrg z4y2f1EA}SQQ{BaF&_~p7*o7}ma}M(nVn-CHR3CJF&s@vz%8@J*)l$3u_+j+HQ2~&1 zbV2GY*4@+(9U0sJVW%6UbQ6UBAbgu~qOK$@kXn%4-44zKtGn|?kf;jUT^-S(oC{Cn ze)z~R2?+b)AgcTK`0cWAs7ACNSi_qchV>5J~e`^%T5 zxSSpJML*(Z?<1$^k~KtAk9*}H%b*YahD6lob(}C0>Kyb!^}sX)Sr2>T1bP&wsCzo{ z*W!T87zx6Ul2jym4j*AEd<>_ZKoouqRx%=6QRhevbeejrAiAZ;{c;d>nLeV3WU#*= za*$OdQk`_Vf|TK2FFNQLmAvg{)I)Y5?CP$VbPmM(d{suDiL{_BTSksSq31S)aI9d!`@(Cq+e zXtd=aQiL?pea5hT(-pdEJBQs@#7WFjwpShXrpQTPEZueuzk=+h>r=|>dw11&1*rz? zx&kmA0)p#$fYiMPI{p+}l=fB!V}qkhA{==JK}AP0kFL)H7eMULj^T=~z3#Y!ly0IU z6tuJ#<2ky4%tJp!_2`;asez2C3v4|fW4|4w>8pk#zo9<)1EMf*ICchMrx#@FhRq+p zICc4N7q2?D!58-Fwj-zoT8{gMt1l1^Y=FGYM19~48@88Sd7Y?ilX~=Js=q)K2o86j zzLNdpVyfB-Kz(8kK0Ze5+mGSiK8S+F;hc9X9x4Z6O%1}qVi2WJTPYeK24dq5(sNL$ zCLH}3-D&WzSD}dl zs4SH9_dDwmknPZ~yN~$*se9dBZM1USz3xsffT+LUJ!_-YR|6M=lSg=>`Z^ly>XiU+ z++uX+%3DnWpnJ>_q#3YP0?=#}AiW5+x|iNlOVsMnue+A0mH8b4)e==_?M3xL)i^Mb z3T92ppgSkt>TplKD_$YtK*C_OqZ1{G&>gR|y4<<%esSy47y*DDO?6g5olz8ndX(88 z-4ixI6j60ncpt$GlA&u>FaV-Rs4E!wPSlDcp`P~(Gf0LW7NdcN$svAE)RO>FjMM#g zJ*_q6&e?_5$C{G_%`JIr$wxHygFuEe0L{IG2S|ZNbCdj4iW))(VSU)za!#N*?+l`x zK=W(y04Z*0c`w>#wi-aMX>&%Rxd+httF-fIZWTeCk!UI3T?29;N|k}A!EJ15%Epd}HPvB*}%A$wXf>;;wo|&_R@4XlX7mC1dJl zD7*z>sug4~YH8zTD@D`{)a)l57R-IIlFgVqv$CC;pqjEW)90?KLNUTp zbZV7d3>z(-M?Fdn&ovQ7#2T6OhxD{C^MF-hRglGb4~)91bFrLau}nCW#c4I{K31n^ zIALe$t6aV~xlLa+^ajp!c|GFpNrp|=Jp4nq`*_vK7!dVmtCKMx9A_OKgU5-EJ8(61 z-AZS*rmkDB#!*3Z>sN6{tSXFoh|~|Q?ya>|-Gi#G>sC6HHRTeMHmW|Pk-GYC@95o~??MX6FE@k5@g51Vq`-no4sm4JCd=^D)~(_pRte z8g>Wr?ReENVb;blQ9z4X8!np;Nib{UE5DDjSNKyMv*PYi+poqAM~3A=RACm6TC}fg zudW8W_>YmgU4_*>NOkpCT+f22V^Q+%V17o|mwiP`CrYoX@P3PM2ykTRzJ0xPj`)oX z)PtxaQINoYjMQZ+?)|i_7?fl+6V<)N^IY1V?l)lgUQyIe7pbHU-^;aeVGu9E0lkp{ zeGrc44bG8$MARQD4rJO+hp7Dc+qbLm;<;uZ9L)o%dRM;Aw7*+5$#&nTeO#>O)};#n2TtH7J-v;UC5cKM#@m1cg_xgVfn6=~kWX0l(r@ z5r|UAMRnFgq$aNJxZI0zk_lmner^JgNNY@9TE4xUU7$T`BOs0!-Hls_8&9 zDClVm{blDz#XzZNpq@{4ow$0Ou(;|2QMaME>H~3Fxj1_SwEZz3<4M4yxGn^lt~E5< z0mNx#4dwuKrTme-v)5Op>(O9Dih=hxL} zf755eyovD`)qHH^AT{}~J9;1*lFa0a{x0=DUe5Y^L}re8r;p(bvGF?Z)G!LMF z3Ph2@%VQrQby6|`14O-)*WJVZrmOX`?iS&!v7v;@Bee1{&bjQEIq~YURcC`#pNAD0 zfVwxH$ng-VKlZXg#6ji9->y0wKq>6kbvTGZmp6mhK+0;r&S`bbrD(cn)#@NUA5&o{ zRWr*#6c+#;-+fJb>|ZCFbBM?5QBe@z4h^EIh`kQ)zrWD0dxVA$a7H^*MnDu0y>1D5 z8BSvy&&qfy>10BP8OVmgK2-4R)ktS~TlHTX*5q%IvZLgaV zkQ_2{h!WTgVffC~*B!#w4GT!y%fvuo-0Ow~gwx7MSTJjG{`z&h0-^-=>wpzR-OATJ zDG=qa-wa~+nx5|KbREd32Gu~(peN9DO!gT14VsD%@^$T16fRL$^mStdvUB2B7uX#h zzHW;^5L@%ct1$vn3j1|q1ae%Y6+rho)Tzzn900|PujY#jak3du%R$GVsygv>T=_Z< z2N|w3tJ2E7YRM0f0`XqcHGiF$0BQc1X1{_c_Iw$d^F-T8>^ChI*4nt%)OZKTbgilI z9mKBzn=m}V<7o6v8-}?i{*;?A%r$Yfbq_hNB-B5BdV8JK_9PF&ovC%rW#wn6mD zHD@9ENekAHj5$7$Ub)tl*al&50c7a!k|UT-08x|HhEm-~A{;fu&Do58(x!cciEWUj z+o3@y65qtBDGekln@vl*h`Pbfr}REGEwNJ$qnmV}rZ6M}VWitnnzWB_8h<}d2z_;q zk{2Lq(VBB9-LtT8qN7+BXy|?%1-t#E0c)BOMbdH%a~>d7WwXDU3DJ)etRO8P<19xI zhQIx|Hv_`(w|j;cPE<5s0*GIRRYY5N$n9Epo~9pXt$MEte?hw1&#syHM4T$pJM%FF zYQwPhX#09}7rV1NUgRUP>tjNoTq42RCd`ME7%)-OGnEX4%L7Q*@95oGqMpfRAdH4V z^oI4Ja2TZK7|yZ)DJoJ}=cG@$P3xQ&K%g?#H64UR?N|2_L6G4GxV0RhACHHFw4Ava zF!lwg)kI5N&yPQYf9Q5;{Q?M+LOnCxx?fll_KP~JVO^m5MO}@rPo%g&aj{4@U@EB} zXJEQJlp+Rkuf%NJii@NkkHK^W^ z)OH=E=f@npE(l4-M`*c<(i)3CoHYY^n~C32_na{H>I#YN&i4Q@GVO{?IU$hdI!Y7& z`f#odL@g0!o=l%w!=T+Wm58doO>?qH)T(HLn1JrI({cTHBF_WFcok^ppyLY2-6_mc zoVuXbkNIfsKM2FW2Z$jmkh)WtK9-N^RpAt0U9>I;Q^j2UxaHBb_JJ) zcoTPeQ&V{+5{{m9%oW3A6e1P->C_(x9~c&nu|nEjG1a+h?TGjawb;0Ct-ur+Iz*!b z-Af8d^kQI9Bx1*ajZ)Ak8jUbgvhLXHEH>fJ4GL2hzQhm&{3)lM9sxizK}#w2_}nm{do0v9w4UL z`gYD4gsZ4QRO**=h9D~SOAAYyXKnICMX?=_0@|Ie={V*7>W8Wm>Tw0 z6>*LA0Wq}(GMWh!h9C-@FcYllm%3udN!8%9{?%d*{-57Gpp)nxo@xs2lsoX?E-Lqd(X7p2S}03b}9?Au!gSLsVvOGs=7eE zaa&t35U3Dt=InIa-3`D5tI7# z=o3Wo#!i+B^Pu|iiFDP+E9}1*!gc0xZVg1W!l{lgRw_-bR^y~)AVuQGS+btV#US11 zQ7C@2avVfMULZ_&foO=ZW3CYcgO$MhOh*RGb1(Z@Oy=~J`tK;W1yIy}p5;b=dBJf% zdM+Sq9~0(jKol4pr>#JyPjuX%FV}YCef3w<9~x~3s3A;8fw07l7g;2X=Jd>u9t4T~{3jr1sVGqX#DBu+>@4(txNfU9QsxX4ec|^QgS* zK+IJ1%#R+g6E`5Nu)hCif}v-=G=LgGWpo~(qp|hAoF)O;`4~&eDCz@~u%v*f8C=ej z3`}?_x`~=}3Bnu*2v<~mjeuJ(PoW-|+~RVo5b^_KmMJH4o6W| z0zmhxcv}r3zDYo8ah9ueFU|^jAdOL7N_b z8#SHL=@)s_!>-mt)TWVY-pMxNBbdN3bU}IpK~#xOha>}Aca*6UDZvV)j@@*EbzsX4 zc3q}71^`i)%(I^dw$v#4sk5_>2E>qLx(hk5TgI!Osv)q^(rua^0vp&YgAswIB|Spw z17%|K=*1!aWK)j6Rbx#LW{qAQs(Z@vS2TONCDRS}z#^EV>(SCV5Opv-L77C=(R8}- zJCW{XDbc6k|?*y%^CKFaVUTNWq3 zO;{Sy_3PD8j*-AP(}O`&wamO;<9O!@t~u&Pih4)hFRXcFlb89wAPNnKI~O2_%ME&F z1P`z42hpeth{D(54AtOP5k5v0B6gwp{>2liI{~CbTP6UHnecUZ)Ma3g7ybPX|Gk!h z-V^Wd1f)&?h@#HyDg&}}j2=B^aLjJfA0tI|neGdsuyZ(zG%#PI>ePC1*Xsyw@GX0U zl(HHg0S8gsIWz)3zUW@@+3-3B5Jj0o&F9ystmfcrIN%>E5u~U40&u_-z-Jzgw1$T( z9v}sb!^0II93SnT0X)`pRhJ!gK$Ppr1mLlj$3B5nq}EchXQYW;3e-e~iGs1=saPOe zRpxNAXJEQU(eH8-i)9@yteO)%Fk_?p%T(KJg^)avs~b$&DEg_&?tpX`7`M#3IEWi* znYV&Uok*1srfj_We)S8+Zcg0{x7HxjW!!D^zH#R8))xa)HeTHkEs+43F5}Ahj6IyF z@dRT4MV`egu{q^q%zyfRsHZBpn)Y5 zepxio0HVlqB;fD)+nKLkW!Yo z{Q#8#ny)#s|c2rA8K>iP`yk8u3&0byuLPTR3aF9o;jo zCO4qez0muH0rq}W5;WI+R_#~?qCxIio7>{$aFE(_yh=3Q9`<)=Jvb0kpr22nbki4 zIl5*wakHs2$5&8o9FT@kx(6{p)Sx#vaEkswgdiFpY3^rC z3_P>lYaTrZL6=b{Y9`a)t{1m0M*-Q(Z(@|0uX6K12M8x3_m%;5AkIYYSsO81x{ocb zWjl@wvRGpFS4&GlCYLY)HT^C(pIGIvr%5&0`4oFJ6JyK_$D4;tKolr6CkR0_h|;u& z$;8SCRsqe+9zoOzz3Vc7G>DR23ukXXzNs382T5K5_Fr*Oe4sAJ#Uy~N+kZ?{7Lj48Kb zVlZY^!E_8TrhC@S``yfubU<_JYL4ZZFwL1Okgp>5iF!V!2&j33#HlS$1pIe*W#hPE zBw^69h2rG)G`?n?_c-_1JaRR;eUEOSdaZN5?$&Ez^&_OTLY60iC?INy9JC1sjU}Uk>#Fiy~ zfR0J9)#@H5!({u$tM$S<9#=KWa8K{o%bG>QZ9tm#(h|3De`Q^=(tRKrb861^flMFb zxMe2q(Gs^{gH|7-AO*wFu6;BlH!%)fbcKjf9-->DRI?^P6n!;!t3h@?rb=rbCv>%Y z_#>o%thrkaGX3C7KDAv%X-k8-k}S~{BPa>${c)wGzBqs)w3cuO!`V58;m%yeiHPQC z=K)eY))MYu_mkHbts=gvBedooJcvRxuUrGzTus`W#|`IdKducmY6#$ZMK^vW;nET_ zVXxYyD}J>l`NRl#^J!GAt?uka^9&At*Ex;C1GCMokf~LF$jg_zZe^|_CSK5L@9eViYv**+GClbL(;Szh*mHO38WjPYqqViK9 z!Yj6KnioSA{k`* zW6E@a99NQxPS@KV=4yidBcwRDI{O8pDN)%xe7)n|5DmP5bMpp#X)iHdiReT z4TZG;DIZlkg#e|1C?B`5lS@7}r-?@RvWy#q`=<2jNcRESu5#J?T;+8fS)HK+@vl%Y z3^4uvu$Bh!w4dtnqp$wEt*QpYL8fb9jUTP--`lIB;Z?XXkWQrKmq000iiSa^YctJa z139jOi-00-zP*Z%7gwR_ZfMkLaTVG&Vc{s<;b?VY52UV~XjG%zMD0Hfk}{Mg)}(;!0m|Q zL0*5eARLTGUXgWni8Bo+%a}`*#E!&7vEK#f4-~lqW*kW zUqe69vfqFF@33ECqfY$PKl>GlHj@HbHNk#KI{pEGDtfsr-GpompJiU;k7IT-;~Ci?I!hq%tmv z4vR?k3+u2%mdO{o6UbCxA6A`tZyy`6NaX#J5ldv{Q|J`bKLdn>SOgYrQHZ6xRj&RD znYa2UlCThq`?bEh`gWVmcB(b1AY&q$RK-OQe|~1R~kT1brP)~Db(Y9B>G_xx5N+I-kZHz;>a4e#=u`6+p>9E# z>{=wFnfS+dTe=p~C@P!EjmE$wa!gW_^#3$)iC9mzaXWk>*<_m5K-53uOyj=WCOYQa zXKyE$yj?nx-8Jpxowo_DzxPR7c+=new%8wM+ZW#!^+l}v(m`^4*!ERtIyE4vgKP+K zTdxzz@`Aq9QfXAWJ(4gH-bN?>NNnLwI(9TocEruwzF*(L~cN? zS6wQ$=U?_D|Gh3Y5(Ph2kdWvVm5a?}nsD(xkxgfn*&7m@*VLn|f2uLREh5K+d&|~8 zL)p~O4v7Me*&Kbf1RRpOiRfLE)6FNECTlGNUC>~tMxwV(mbdyROta+;J_qqcNC zR##0<>^9NIwB~?BFO$V@Bz-Ai-Hxfs`*18cX{N36Lu>R=;ZE+*9i>|vNZm#E_2-$#KZCl7j zq5yPj|8$aNuw8^*Y0JK**TuEA^lR12OMkCOO|}Akl|*VJ3izx>s*8=e#=eBE+6zv#Jy_SfbT-9BJ9_@=Ph+ReJrIFbkj>vd3^^ z_Y&P8`dL;lRS&dd^KqM&h$O43)m@J6k+Ha!NbD$*dWmFe7xS9VR3;+Fz6279Q+Icw z|J*}Vt!9Sv6W0<^*OyIq6?(R>mutyH$1L{(hX49{0C;@anA%n)5drOcKp+o<4N4?4 z$DopYhl%$k?==Z10}Fc`qW)l@KL)mF)Ria%=PN1JS$?NimKN`U3+sPXE^u(8M?w@<5YK0 zo;5qsNs;&pJL3Wp6;!VfAc?waI53YOAj&BcNh+}DPoGk6wsJ9}emm+Ls;ib$dL!28eFgf>@^Sb12gw^2~_906HvXGiOA-Q zJvDRs_g{=$v}LIlc9=vWTk7m?)~83=Qu&kgsuK<8U$b~Mk}eY8L`k|x^h7bgZR?(S zrwaU2U61SRk+@6X7^v;Po*(SIGIWWotYzg=<8NaSiL#4XxEq-liC%)4KGnQ7JIlO? ztRFiL5VAx#elPwW`?OwnYNi6p=i0o8c%D@pGGu{rY+fV^I%V?`anNa-7m>YO)tTih za9ZiEWq~w^B8}-#^@+}lNXImFj%ET=>%Byd$;oFd7wg)4ib$`W^t((q0MyjU@I8G${`AD zFy%6uFy$ZrTPYYzt=^xN{^U&aU?~`hMm>Q1vRd$GO&Ez<3~R#lKJXZ8!bsd7vL=kk z?kWwElSr9taTtl(5R1b=wq|ih6Gl{h%<*k?d~Hh@NjFf)G(9=(u{TWQ_?Y9W%Z-Y) zVIs#wo!;p@rL|!y3EQTs?u6$|!((k2Ny#z8m6@9!X~T3POIxiCBT?bl=}=Fvaf~I5 zZ{&ZJ(Ix!hb7%Qwd$EY8^63Hbh}5rrvB zoIPuz4kJ-t#p*B;y@XgH{OX#S6@6k8Bas5(O_FALGNl&z8?9V1ziExf}4@N(}d9x@WU zz~+x%OD&DEc8tJc5_!jjo=L>uT^L`LFW_H7~~(pLO$GE^(3E1Sqj zPL3I_Hn*n6MNUQ}Ie_G3cESE$HyJ?-nXbvy!?K!8PtY<9?7}p3JJiF9t&GHyugpe&kQSga$TkS6cQ9dgEG7=q9e_VVc9jhLZUzs)^dl``=I<}XQ$jVfbFFRRQLfLphg^x2O8q;xF@CXzJ*E2^mdTyHwO@l2qTWzZSBVo(9MTkbG-4E2eqUtcN&Y<9SU!ElRy*- z@2iN@ZZbSk)N;ewz-$Z~MIA}YF~_x?c2k73&Ue+*H=?m4ve<4p9k|^IipGw_k0(h^ zZgu~NY}b+M1Ho(8TqW6zhPhC#l49E9=Lx2tpwpf^)jp;|0r7oKR^ zWXw~_HTm5(Wm!sI9h1t&FsFN};x^t><=iZ}j5v(>9}h$m{oo{RVtum~Iv zVOKDA;JxEDH;9`)M!}D_(<8C2Z#vVM{kETMfk>qC+?V6d6Q7ZH7X`6yQk%FEs5DC- zs3&N7Qcnu?L{jTrq)B7~!(Mhr7j03KjDkLqZqRt0YCJJMS*@Xbnt?*f?3f-;4xgY( zi%nhxs(S4qBvI)dNug#>clzs&3M+r0kRr$vhwy05E1p!o))$hf_>SaIk90^t-SMF} zw3phn80eP{=MYcCek1u(Ese#?Y;QP`8XgPTNmQ{)Vo#t@eK+;OC<3xO)50jf(J-p-TArx#F9@*BW$B0i3-_F-t%~gpoNMm3a%opR3uS@Z>1uM z8vL0o=kexyO%ua?B3;p}p7L=V2wS@-uuYWLJ3qd{jc0TGbrKqTHUo)5W4jqi z)SP>S5qaJ3zvx7?rjsyT3cv&%h?;8q8%aivVH~yO7x~jSlBf@Y?rc7#4`~B=04tR3 zb0lf16L^?H~fhDQ?3$BE)mS?%J3IF7mA=s+!fBvH*}=OYPg zt_RXb20Yw^koN<#v8uk`QKZF?B&w%uh9uGQejr9XD>fd8AQ|$k2z%^`B(RrK69GuB zE0UYsGdXX;<NTU7G z?I+~$nD(KMpO8pK0Q(6whNgqGHxdbVD7Si0V4HA{PM~S6p)7(VQY6?SSY5;YUW*`! z%vRC?0(iUD=m4uXr1-rSKMv_>6LnksMELEt?~!;5ciZ=fWWJDnk3cQ~YxF?Qf6?fX zbZG_c(IXo9*zr|+CwfWqs`lhZUT0+?ob7mzkWF*ltx494#e7Git@UlbBhkf6eD{DT zA!G9$fp+n?=8nWBKKGqhR$s+e2jXeX5!MmO7Gqx>iS1_E9G%2!HTQ8ztf$lN=owi3 zy@EKB{}jX#$Z=&soQOmW*1rKM1rhyQU0HGyvs-mz`FqW7B0do}Q76&mxNEwyOgut1 z5PLK%WD{Y_9+4V{hyPQgMj(}iJ!&HSE*sHEq_Sw~`mHR@hyjg6rJV*ef#JW|`B~Y| zA^tNGty_=D3@FAgci2|8z_7_oM3xsz$w>aIlnh8xAREXCY(&#M020YREFdG9dTFd6 zBa*(s>ae=9IZM=GBt6G)!p2epgD2Ad?Hq=eBE(iO61@l3dyz~7_8XSx`#;zCMYMek zJ47ox`9$3XB1NUQ(5fpA_?Wv$j!|k_ko5EdDLMi%nT1)!^hKY5=UfB2jU-@`@81Y+_PHOQL&j zB4cy{ z_=@slq`ElM%dK=G&w}0?!JdS^!(ucT5Q#t3U3+Fr`^bYxtR+g6J0i?F znr@=0TFa#AN7>$WG+<4VBUE`t3J@(2$aLLs5(tkg=XssG$aLL!e@IS_;dss(>b(6% z1tg?n5(r<}!mD*~nOydJ)j%Y=?{))`XzzS`f9kr%2z!4>wCnpTa|X!KT4|u>QfEJf zO+X~tWc^KSdp#F20dcaMl?ZPF+36Av?+=GUK%@Y$_Xk7)MZ7;G+6@nyAH|8DIT{m? zz&26!Ie)AVYR&^(4~Z;4kC48+I}I?e=BK+losJ)D0;;Z&eq#b6Pc8SG?0x58@#rVQ=M$hlog}qse7YqIcJ3A`ctXWsY4sEzPUJ>BfUj$-{g!DyK)(`?r@M3kB z*n$;zblF;jAc#zCPgQM>aL>`S=}a`5`lk#1LBnz1*23|Kgn-}t)(R0H%ohF z6X|hUxkMrxjRZ?1es#vHm{iaC`Mt&^B0eb#mk9KDM|F_8oS}(=iDXNcGZIFxG$5ln zVX)#ivXqHL)!1;*99Q522NS0;uIIiK3QDWWD2Vo3E1!navWnlgKey3O6j9jN6Go3Yl3rq)%c;RCNfP zxhv5>Jwzu5DIni5blLVqVv$pGP`vX-TK~io*~BvwrSG&?ULje%xv7X6l}tpDBZ_}3 zYMGAXcl<(L{h;~f!$hsl_9$mGQY1%F%S>dS874z>0Y$38_NVMtvPFu-W}2Dke@Akt z0qW}E2mz%ycHC~ZNP#GG^h6^i#OpzZ^5};-h;#mq6X)3*iCK!IsE99ZZcL<4H3#b3 zW08?hkwi81<}->v7MItmK-tcPj)@+hX8%P;MIz7MN>?HiI%1<@IZ$&N9~FsQVfImh zxb0l&Z^UvuSSNR#$nqTPr%0}%YWpp8cxd|+R~GoHWuJP8NNk@X&>O$gCCSVSkdtFn z{aHsvvLqR^eTvA=s`N?Xw+7*W?ur8&L=ELpZT?HwRMXeTw$$8JIBAr3x-#dAoaCP3 ziU}FOfz($x*BYh0kVzDQ>~v<1!_zH~8i5PB1yx>*@q2Yt0C8b0rPa>>us~10^<{1M zCNlTI?x{y;Mn|Ro&GFpon5ICwACIOlkQ4)CVE6>pM~i!kM3t@8QzVuz6?Z~TT6fE+ zbRtEyC!L~`YT?u$pV`g3^;9G_Pc`>SPF8D1Per6^;WW3qC-nm6%O5>3*9*2&flL>L zlg`v};vzOG5|xD`>mbQC;0!Hn?yNbH(Nhu05^6maiP{W|LKS_NvTz{k-yGH$JQ4Q< zt~N0L+F>Q2ckXOA%_nY63}y{ophhg8IIOsM$D*n9$xdWcuM29Ib^y2d>Z$wn zpByvTZ}u6NULsS0vhj+uAFTqD=sy zxnh&QU$0rQ2#Y|w9NUB?qVu@VxVa+%?O8Hmk@#V$?k3S5;jiA#y5Bf~ti~eItgg7R zh_vT42J!T_HvhLPi^M`JiLpquakj)*kI?x~5f;~dRRfM#?97aa7>h(Z5nGJ)5J|*P zsE8n7*DtCp5|ucsvOuhXuqmsm9eIq{Ki#j#uA<5!@lTf*i{wAOSOjayRpl-$ccR%o zhEwdf=1N4A#lN+Aa#`v??$;gjC!#E&$Q*oKsoR{5lgvrh`n8Ma&e8PbyC{NlEnTm=LmL5-rG{HyEOEdzAZ*NJ99^3 z=^|0hA}1GtOtO)35!tTQnMg%o>1&pfi$pbOljfB~+j_*wRXuO%_bRzaREIV#_9mG* zhND>^`{+cnbP=fzwWSNBS#75D0zD4?o3YR?sZ`tc^3PrDps}_~Ajfdyid|Bv+R-I) zOb|Tq3A$Fbq>H2&_;FdsD#_vMWP*kff#q~a;;cQZxdLYrFHluQYv8Ry66&>ih3gVBC@wj zZZ8s52-uCJ=y%xqVA~gnYVaqzFCv@7l#C#eR=@%<68p&L|02+P(UWc2CB{(;z({5e zQp8pw+_3+PL{bjfzH}n{KCJs9u_x8a(U1xHw%=ux(#ju5NI0h^qOat;$HcDs}t6h}7iU|3#u8Wypa`qFW{* z7{OL8MI%_X(rh@Q%g*4jfss@Lg?QP2{QAL&)DGAWR(JN-jvtJ~_j5VwtI-Nc2Idp# z7|Ou(_cmZwWoIAk*uY2>Hd_WpqOMwWU_^RvhNgd44dnh_8<@a0;Vi?go$((MCWm%* z&yOA~`wIL<4+ao#mGodFObI^GgAvsn#KDH0-KygUBhgEueP%_LftFeB$PFg@k$ZCUUrYweT`EdLVN1IS}NPeNUFhh{peQ8 z?lF>X(DE5gl!<$cNcF7TV+48utsWy$vt`p5iA8!=jdAajs}bY+g`F*wqZ%WrIcE9G zaPuiB(*$uMMJQH{ktob_TtqT+%+9Blf-$?si1hP!br5_lZ# zBAc?B!01Prpn{k-n)z^s!r~9HFI%@3Fzx>@7O(BEpL56kVBTb>fKA-;}9dU!>c)4hhxhA@K0 z6lWA+L_NnSbjzOOs}}z?{{1P!NI3p-6=6h77Df{$f{*<-ny|0bMibWGs|owAs-d<0 z|NqDT9$Q%BddB~dg#pNpVOdx^v8F^8)-tU6Ckq3Tk0G+KmeJTN3j>j7BC@b{qItQp zFdzwiylr^PGWTl>0|{W)yk+(Lm4&rC?tE=w?Zk{@TUg7&{3{1*#~sG&25TBDhnymE zu$G+yO7+kWmy=ABuSBlwM+qsEUbAy1iQinic~sr zg|*B!xUR64-59PbtYwaZU11_qQV_esKx{no-U8m&`uEQj)-pvRt}qhIx#9|I=PJD{ z3j>k8A+oS`t}M)Iu%=lZk5HbUDvav}YuR=qZm^aqBv%dAJk8|!Gl8}2`EgBPAo8)q z`_(eb<$Axc(f8@Gd~r|>NPdl0?+vkfAttbPJW>0az?x^`Jbx-MAeE@7z(DM$YPT?0 zbrTbq#~y6?;^wq1vxTk-tnEl8VghT~66Tt~+P+GksK8pLCdK>JvLVg&ezhG5M!a8b zds6We@mI@KDT}{EtWUG|3&hejd%r*ezPRHNvEXgrUuwBWv|lYd|6J`Ci0UnAzjPwI zMf^&V_})wV)iMDMk}r;?;v4LulJ@H%Qk~RaKjlcwqP^4cV zDnXHawH+Bw*GA$b+-B%HzFM~Jx{fbyTU1Oqy9-3+C62GQuhge&nlF(q+MlohP13Kn z;|s(%O4G%u(`yZwib3_$vInf~n2Ruw(sXqe9(8Zu?BSWWqOvm7MJG`!GSufI zu`rWOolp*3cD<5CMcud34zyIMKYuU9ENKr{9&Vw-717f9^O=K;b zh}uM^6RDGL6`6>?t^N3i+9DMZS<7aqh4P^#ONOJHxXGH<5ZFw{za8GhL)KP2S5ph! zNUT4?MChfF$fbkAlrc5_m+K?uNSRlNeswW{!|i_1})y=fkd(JqF9?iVPo8BZn1x_ zJB=m59;wLFK=ex^PxGF3BHUx7t+U)uQ+WNE)mAjL#8@lFhIZKjfn0j|x&JL@?5)wC&|=r|yp ziFcxj15q0mO^meq&4o*FWdDRD`qOTa*Sx2}T0l4J+y%BE9o*)PeYKpVr1% z3|DmBcz5RZaBl(T2B}FgPkrf<-J6T(4n%c8M0ahb0^HM4c#Y(MorKoE+m{z8zOi4}xD~Uh_)N=TDi(oi26J$8qIMZHMuS zrfXKyh~bJ?mz>(}a0@gNDXneZqt!_r*NFF;7pDR!%$#vv~lv>!c9I+0kx*wHN^+oA^B0RHh<2s98cXb>#OC&DEUDnzCW@Z3p#}(-KDM|C zA0Q5laziFQ!D6!ki0(&Rm+e{)OH<;pdz1$9%eS#e_4rqc_C={qX8rydGC^dgh#|A} z7-6mq$z4#NF>mZMe`w%WFs2Qb_JAWI>f$`%CZzcvylUYL< zGM!NEsp+EZY}X))4b%AYWFs074#~9cVc`cB&*~pPuh&y4#-6G!rq9+>*VXC>JKNwq z*ZtY9Ej8}X*5j$FRawWLx-K%%cEzlcfvPAB0|nSU8m-zKVE5E@k%PAE?Q`XzAnbu$ zJ80|CH`b(Ad;DN^IGXP9K-Qt0qsD*eO0~Jw{8W`-7y>h2Q=ID0moR%wE;y%$}WS} z6~x6@N??iT>+rd!D#J30e29hY0aEyUjl~h2w(cPAicVWkRTj}{%b4o}H2pExWmsC_ z=V2{iY^bfLDvSEGW$gI5?$ee5X8cP5w8xO@+44y4GqMSCo(DoMnm zud$)}}2Ec%tDD*Hg0qxXhzv_SRLiww4GfYSyOw z4t=Rf+_uC>k+Zf;OM{7(>pWVfu3cLzNKuUtT`QIy>A}a>3ZhmfzSh>fsx!J)05>x6 zwYE$NyuQ|!d4rI#a=`|OJ)y6&m(3~i=Nemq^tQ*?+A{eOq~&8W<;LOKs$c&Hepcl# zGeh$_Tw7*wUWaR|sQ^ZE@R>=Z&-J>tnioD2SFYaDiISGhPMFZKDvqq#axfNGpjc%k zCTKPBg(a>n(|51LwbiS%r6ThYve(rXf>u3lf0eDRIzt2{tHQr*I0~W@&!Va&)>f}m z`~9=FwwhOUB%50Orbgr1w6`f$qL#J-sRT#b3gW*N=+(TJQ%iP8l+?e9)|T1wSJ4Vm z3>3xHbX_87Z8bd?8CrF}+;xeNwN?AxqGN3}g8S%LG0?1MWz#B~ni`_$E6XIVM73pa z+(=Ygw$Hs1)pnP9TtRBfvXU!EZPo9^6{NN-Sh?=g#%k~}(x_{3lNTFm%eKN-hT2MW z=`o!)t><`zlnX1)w_ej}%i5wVF~xAb`fawDHm_{bo|wvWm7kSEPClecDmv1ZWnI>h zifHZE)rhuoEv8Ab6&J&3L|c}*U5#kVF4UHWK15moajl`PX#VKce*)NU>23KzY`|1< zjM0llwDEYhl1e)w&z1#{*U1T@_tq1Jc_ORVBjs#aw`rFqi8YW>X|}8^jRBJ<(wiFt zW-Hf;x!gEr{p=NBwyd#@?h>HIZprV?4(?Y|*nJnJ&Lk6Fwr={CO|<_C~4`qacU`Yw-oPH~ZJWo-T)Y{Oln1D{JBe>X)sr>r*Tz?`-Xu0Y5Lqr{;}emy zCJw#IA-CuE&!JZ{&kKZ=W<7qW(dq$I|GoV~yTv;(=G9Eux_&$mxdr0K^E&b0KSy3Y zp6vHrNnX8H9sBQUW>#JQUA;=52=HpAQQ3c|Cum(zhYlBb=%dW4q4Q8 z4~hH`@z#NqWx~!*y$+^$>uTmhMO()cxg^G0SFaQ*-nyE(PFGTg?xY^GC3O#xN}?@w z04j*F)PdND=UwmX^=d^xr`b~SPJ&vkdapHR*2WKHk24w9!SR=ApN(5@7&UWK0>a6FL>5s|>vs}OA7Rli;p zVI*)Msu5fDD*BpvIn8}I<}6N3aqLjk>s^cm4n+6b$(Ki|j$$)MR*t!l473*OjMs-8Xbr+llKJOiB@o3MKQ zpi#b6O_h0muk)>5J*ky%bzN_rm2WlPQ%}()kjhEQw}(hCf|PFp!+_nUdIhf$zSR|D zOxMl}OhO$s4>G=ys0xqp4Wx&#*HkkF<_h1crocQx%v;wL7fyt4^%{92e5+UF8{r#w z4blCI@~vJ+Fy_U*x<>mPqkO9?DzYfwDrdOpMCw{qZ_s&-Zvc|fbZytmES+lONZ@K_ zvpm-VSL1ZP7Pz`%&5Q)DX7b9Fz=6Czk=JN&(-i%Bt!r6FcC0xxWwbuw&r+Xszc&)Kh53y!9 z;wzG?Gp*Io95E6<&*g|{GVxE1oo#b9vpKG9uFh+}bH5V#Y(G!S=0KQQy0$szynjg) zHO*_|t5eR@-#>?4%^uy? zVOKN10)(08n)wwV>~|s#**=l26*c>TU(sEiF=S%eUegb;92wL0Ui}XH9wNi5nLBZ1 zcpxiey3pD292s8K{0S7O*zkb#>c)l#qR?il;lLn@-CTBIlPsUe)(jxUHgV>G_@+rL zOQPmA|NZq}&RN&&1Am=*bzD=S%^P*3wT)8`q=hst|EME&**Ntu5@b1^7pK(`r}yGzN*A_%^ZiQ`JU>Xx_|u)-FXlNOmXwok=LC< zmgN)Ksb^bX9eLkl>jRk~3cE+%cl-MQG;!t%{OZUHFLwipTjk~DY8+uRP;5H%1AqS< zf0QQiWsT#nj`Z5%_^Z|`Sn)^DG>+A{!MQ%A>FZbeS4YBLOaJPKQ5Bm_Z(XvB!d9C_ zqDadkz?!KC*8^Bbd~0hvz#ZD+6dph(E;!ie`(=L#77d*o#Jow(B!cGM4yzUx2`IiD ztcV^V=FsbiYc4`T^n3I~BNVK|O)|F@(t}{a;rUYx){&lH6oVlC`l`H1&41@+l(kz# zEZyKEVo{%kgCKgE5f0XV{eDgHudO3C5E7&p7y}`Y9$gHCAbNINvpPts0Vi%?r~d7m zWd{p4@7JfC9I8EU=$@LnQG29`%ki!U;-5c}VeNSzBQmT}xm=N9?Rg*fcD&p5@;z}I z68Y_m+OTF&9V$a+hicE;C)pu;y7`-%;nxhHU)v$Z#P#k)b_k;A1UuGFU7+$})*tFb z?mfnT2%-c@Y=>AQr#kgi&A_NxWC_9<7`0!$pv5sYgW*?+SbKbOZCz6E;bM1;QNa>d=gse@y&g+BJ5=#K4_Z|@mZZNS< zUv5Pm=G7HlpoCqoSL)Ra8ed@~CxS=_^m<)h%^)!dr%qIl5nqR7z231m>Al7(@ew*c z$abA~Xj+6Lr&`CwKKCuKZWY6--g zR-~4-d2%fPcd3-OF^bEYU2Uwme1xp8wBoW}$zK$gO!^T>^;2u?YDNEbE0<%dN^~uk^~w%oxvY$#bRu;YfHXWB&1KCVPFHhTvpLk&T-KT`H-HqD)ksT=a$}kY zbxf2s%SKpNg;{GhX}m7Xnr*j06oh3!6vT&Up2F2-Ru6tYSC?5c`UzX6qN!|V2BK)H z+FBK%CV=jtgqnJK5pl|>2_R)xm3fdvn#l+?YmJS|LQT#SQz8QXOoc|(weEFn*6e*3 zp=Q0F(ik->_uYGp6bD_sY1I;e>Ywxbr`@dCO7LnowU6&(q#&o*f`%j;456JVZw$0jhywVvvq7|a zgYJ$QMXUv~t2YRzO4iq@p(`1!+GU)g)a0QuMjNSUjUoO@MeCc^HC9n>1foJdUboZP zsvQzhjcC1b`$atp!V#jY9!iu`lh!x>=J-iVHu`^n*e;ih?SgP30*JMymN;>ya0t^l76NRri*m zvPtIOT37<$_$+qR5);aE?Wi7z{r!`nmh5!_8LEG{E1=j>J!2dsDT#6tjbV0B(Y7vx$h22~6UZ-Yr4aLMKq(514QT{0qj1*#>RMqGnx$$%_~Toxs!o^HoDi0hf2l|SMUN@67kj5 zx*~?$Av(g#`?>`bM5?E3PXKW}75A&Q68im9zZP$C0Kko9Nc6L~Kez6N@=DhRTlTfI zx>FBgw=1Iiq7!M;$<965HrGyQF!efPZGiZVGgd@p0aKcghX-<1hE( zib%FBPnho5W0GxgS?R^@siB*a9R;p!R$E;C{<&t$igb5NSqAdeWRDStT!4Jftb;1C z>RtUTCvj90&g3ggnoc3M*CpeiS5aGH{kw|Vvf_}pqPA!p@%jC8)RrvJzlvJSDmfu+ zjZ4NaLD<(W8ospIcIRWdv8Sn*S|U!oYFiLK!>Db`QquFeB3lrqwm~=&QnFfpbYIU@kF;cEyZpBT|3!ZbPy?7xb!gCW&z|jnz94PUHxZf&1&>cVYk4U zYs+EqV(9XO(!QhpFW)hp!=BzK@m}i@e*q zOJ$LFTMk=8dH49bk$fvf-sPT z#rSRA4dzmi-}iCierCBZ>wJXE>xG2zw#tCjepH z$c$4AVphE&&2Eb+3`MxHCOX;HPS0h{6xNNjhEh=BmLs!JG;}x(a^2Ry{HU^tfHKUv zElx0As>>k}w=*=lpop7~zMfd$Sd~F}u1+s4K|w3KNaAc45?_7z#m#$5MK5kX!+LHy zphH2Wnebvgr5T^z7oZY>rucRS-W!^6%f`~l4MD8lwCpTF($K;?OGP|xXV``z9=B{G zotq%WI28IkVoSqM(xu!^(>LF8UbHaDE&E1ANp6Qq_ddbZilybi>};qt`iCu2ig(9 z9<2ALaveyuPY_TNm(M37sEF(sN^{E*&7w5>L@sZ%d)RW=V|DT{ng2}R45!|1<~H3+)!Eu@4011sd&#&)Y1p{+;S$faL>(KObey%Yt%|HLV|K_u6U5pEkQYhgl^e$ zIvGU;+yCt-lJn)^Pd1&*jizGUY_QQ#gd!C-S~m(w+A9|AaL9~PG2x_`QGI(r`&^kT){w z{7|rADyCVRTm?lnHpJ`Zc*_v3{Lw1PJPS}xK$?Lq#c$`--a+$D6$C9->>h0ilD$Y# zOBzac%ia|fjnTY!RoLw20NSQzOHgbrNLtQFWbSaZ+wKW#INEJD$^N+I3TeB2#S0{j z;&KAASlcZj$cwez9Jstl+dkR<6VkRG)BWP{c%+vjkN|6Iq_?MA434`cK)Z3={Fd$* zgX3;F0$DunmVoh4H1td4c_`23(&b@YpxrI|W(DnT35{ROZYV0a=f;6PZ={_xV7xUx z%uX7VQ!hx1$3^;X!2lHLyAd6*SaLaV%|5k*PenERJUnC!%mAowjTv{=>_rl{KiZy} z9YDB`FZ>Kbc*~(k5W;B;X@zZo#4V8)+CwnnO%G)f7Pi=K3mQ^pKMu;p^9d~*av+Fn zOc^>xQN~+NIu>QT1-vmR<1M(3qKvmKbEH$jfT?Ko6YhA+*++B7b))Nw#C?^vW#k#~ zI1~|v;Q(BfNA02*MXnopZ_BG-CQpgyLRBaKSA6t0{BK=e0VP7o+9iiW0J z=33q1zl|(K+Y*9#3kInG=50&&8i0A*QYriG!D+S$7f6S$abFsyc?$xnkmhX*OI}2C zqz$0=AtQ!5VQwxho>S-+7|E?|-q|j~c?(qwg!A3kyu0(o5-lDr1h0agx1hiZdfvhh zE9QA?TJHK8)N@Gc5koz1Ej?ne=gnJ-5HuDQdL8xnI=y1lQd5FGZ!I+?*z*<~T(IX* zP^9@Ph3|NpNkoModMU_x zYsC=HqE_}FPe$L@)4Nj%(YytcxfIg8H7{!wuN+F#pLu<%6{_8sqt=3j=h71jxgNo+ zBCHsQKOg9L%a&n5$6K}xgBYhGA9Eqb+nUnyY#x5Bh0qps9D-WaAjX@HV=g}fG2Yfp zWr7cHIgeTNa4352=kzc^4qBtZwJNfDOcGXjTQepx^t%OK9O!pj{ej_NVr0S=axx^X zcC1+*3iG=af;r4@C?dNQ(YqB9Iz;cb+MQi&?lz#+S#4Q8J2rY-H!>d3>}|%2(q9>( zy=D)uAlhs8@PNZ+aG1?UC4UN;y=D)uklE|wGYf^xULVs$3Vywk3$R#Xj{-?Q7PR&1 zSp6njOVE8ntzIA7|3j^&B5+$6)$3CTXwz2KknW374TYPvg{X!iR!@M`>r-TF0jbwS z$1fiBn)8`POD~G%Wf->?3)aWW)rE;(v-wt-=rt!Tfq-V514^G%XejLOiwX@zwCGqtK(BY9i;Z`NvIz_nzVmtqRwf5D1Y^*`a)$EB za$boi#rF%!8H$fi$mo zfm=gqh9tbwrs_aN?_H#3DP{v3%e>xR1YC;C49VQ#riJ%4+k6FPUT?1p7KV9Ep!KCV z%#iqCVJ@$Us$R_H^$wTO%w?PPeu7+HD4E@E<}w6T+%T8dJ5YE8n(O*)GbtSwaG|6x z77Fv4&BCHEuL-SQ6y`Od)k9(Cjnrxd!o23ZWp37>mNZ-h+1iX!m`+gTxMndA&oMGlqHfAPua2U=3=Z>}FzSV2 zUK2*WFwEJT_DU*)Y2V?JH7QvyB{v|dZpbDmU+$b(ZVvXK0X>M^Fl?XCs^k73SQm}=GEs( z3&G4#0EZRs0zf&0tq+2Ey^53UiRYTF)Iu+FSGnVt zpTSdJvxf|Y`w46Iki%16bGWs5%Bwe(mjP6UbmXrzX1UVYho{USrF=cXC$9?JXIe6? z3hNcXb7;v>)Yh1myk_gUK*(#tr7uN7UV9+c0v}6J`xx%=n&{}oJzjIfbt&-i+S8N> ze9Y*pYDvO9UK1QWOk+i8wXl=3x%PlrgEU@q=ry$BH8IVLR=jqDWrH1tu5x@&0Fkf7c$keYn3X52ETuBKRT_ih$xK z_^#QYE)*}6W}*AhL$wTwcg>b{k$BhcO^V{^u8G-Q99<}^JWBy^*B*Xo2)L``aTm%K z(OgUv_Uv%=ezf_s`hZ$VECB85z2?HkuGwoYYV6t#LO1JmJ+rV;wAb}4u&ueRYa&n= zw{=Yf>H@H?JX60|;W$`Qz*Q;v8g+PQMxlnJt~o$i zkks|G+0~5HMUq}=c&FzUpoywmk8?k3mcbtChr%{yJsAge<+U2}f2=%#D7 zt4%jWpPU%bMK`5lLG!n4V25Q&MXg9krBIFnlX81{P0Z&)m9B~TT&U93M=Fa{3Sl)@ zR&*&y!M~bIx@MQVFr;hFR2GHQ&X8rIj;^O;i$Kv-Fd?3cI=Y_jK#DrLYAa`%xTB0} zef*iYqibS3n>#9H&o#Hp2l|v{qKvKy@@&c|m1d-=A*1W5HOOL&u4m|F1sPqvuWrVu z1OW(x7+tf|UWn24^wQ;0jL|ibpv@SSB1U2uqxf^dC&L(}@~0T1Dx79m1~R&O$G#Aw z_VP@K(KWH6gBWGul%KR1qt5(<7^U)O5Jr&}zB7c;)l5?3MH!@A7kIaRwGW`+qU+%k z8wD3#b;fj==%PHx#ft(LU1J}(nqZL-_CFJC6oT9`g&SRc5EUR%&5aKCti>N)<1Z-u z=z6&2Gk$cDB!Fc2qwC>ed+|rt*b)jqx+X-m`J=uO>rw$o*TXaSB9N{LTWtcVlo>#( z8_B>^1X3t>F3Nkou3V$?mBX?IkorbkCoJCRdiZqTWk(Vf6$}wbDHtv)z{f&q%{APD zz$%(4rQSAO54YJ@(=m@Vhi(f%x*mdrOY(Q_{_uBwATy7HBwgd1C?x5s@Yl2Nx^Wrcuz(MZMSwF`;B_B4Txa;`0>uO!A0dT1LhKjAMvrW5i#7V^$R2)3qgoFL zH1u7yk0V?=b46i-DDWt%(QyR0Dl;Bd0>nZRQuLj#7`K8HJw?k z7VPGkrNrPf&m5BpJ@b4DBB_!7`3wfAKt*TbaE6^}|H4n9GkdnCV1er`NID`gv5gWy zl@XY|6|Iy6Ob8~InRbcb#(oz%K84`MCJPI8`KQN*5Y%Pgikqn2NuO`}DT*Z)5LC$p zsKm0FXFvf|_KYRMr|cQB1y9+}5bjRJ6v%?YPr)gBBHWlw+0T3yqbV7ch>v$FoOw@h zEmJ75{1UpHDU^snq!MJ}WY3Wa2zX}&b2NambM17og3%WiE%f!xpTv@d2t+1J_5$si zEZLuc_{5c5pct3zg3%wY4F3c)*`K^rQzfr8{fMZN5FC3d2uT11RU}N1yu4X#ek9Un z51Jl%wPGsnn&DzeM6ccS$g2gKXHw*4-$h7~*OoS_YcR;eTQd~$iZ{tj$SV=$gM_^H zpk_^ky!IkrcI}g1apHvsdF`QK83&1@UMh8_L0*UFf`LKm=$CS)sN+{`+eSEEnYx3; zh);H986*70t9!N2_{If_b`8UCyn1eGeB;&Yu8n>1HNbzwIsTE?LX1I0AV>IVLk~r2 zye{u#g|B$s28Wxjc-?;)TzGQ0a}~+jAjK=k4Z~5q62>+d#p?-f&lE+hB<*1+q7S_j zb2z}nJ11VlOGGT|LMmd+dgmmsDTm7+EIt{ZD9YiT@Yx|6iX>V*W?;3d-E_fe#7^4Mm z&fym;7+l=d9vUTxa74mC8yk4ruODdOos|~g0BJtDb9NyVLBuQCoyK$C31b$5praT4 z6hQDM3U09?!TqWEfp?&Y8e-i!5)@M4U4&6_0v9NTE{phgXZI<*gXS!Wq{q25MH6xJy}o-tnNA8Py|)?c;V8hy5$dFy#-Y5Ckwq^@xehq zMepZ|-k+x@-&#O_dhBhX%{@I>4#Vc2D-bmA3qF@|d4$M4R{{TS^&QXUbA2Jk`AbQ_ zJnG3w+VJ9@?92xa_uNIuFdXhl`023WxOjS6Kp%>zOf17D!#$7J_KksCpg26eF>rJ^ zbqnY+aT3v>HbF6-r?6}SzBQDQ-C0wZ`L^0b6%RNB9Rx|e^Az0`iV+EdvO&n3P>A2QZlREgz_w7j zP1X~F4N8b~IzHdlBJUWu21RAmytSpRRe20tgJO`9v1qNG@V@z2MtoNW7<<_ z+)KNxTqgy=oydrsR_3fFM6t$-$_$w(*2*sypcs^-Z$9V~?2T|@3#IU~Hjb>Igy1FPcx!72 zLk5gNG0<`M3>1hRL%}={%JqTc zYCdVc{1lF>wO%je=38&=3P#I-E+~c(8qfvhIGrPgnQuIB`$uW?$xVJrC3}buRlV)5dDG77t>uT3ikGjWmC4Y?v+JaCfWdDB*0iL|K7=NndO6orbc- z6=QutQ?`~?p=%&vc+@H=4ixm-jq!H)y^P}G!m`m<+M8S;xhWBf3xdaALUD2R*-xc& z-i`5*EMSBP!MGfQxVRv#cGe)S#?Vw0pvYEHK!fLMTMc%N=i-{X zKD%ICtzz&7#G0K3{2Q%Q(jOS5bDr;uH(g0@3Jh1(n!g1|16btpQ~42AtU!{sklFjs9A?>|s4 zF8}WqFvEo4A@HT>hi!lrjQN7%p2?K2X6nUHVZIs>8+rz9^fy9LRLITwYFiBpjQMId z5&snC3yM1$bH1Q(GQ1S%3z9k5IMssT@n++@$zK$bX-$#2O~E0^0`wRB#m%w&eh33Y z0S2c@p+MtG_g)`v7Fsy)LoEny05QUc8 zB8GY?zIdCUUYcP;(P|nfW0=oq??gG;HKB#1g{@G=xSgURZORz8Pt+`#GS&#mQ?9#W zbhJSpyydFmCX3o}qsZF6dBHCzGVZ(V$|I2%3ndSxZpG{2R*Z_?EyHiya|G3NG6<*d z!$~!FYxd%m-TtHGP~%7L;5dg5KTO;A%HhLFK_g*SwZ)t>?)8{Prulf=Gu=iU9}Kf` zdR{N+QA|E=2kil$p*4cyxtvjGP>f64G*Z}ORtOud6(fBK9F3bq{HTxi2O+q|o0djJ zt%6`_5Im+v^c`4Kv$OO=S{kNoP&{NbQ4NY4AQRQN{iJ&EFdB|-Iom2tnOwLvj}*swMzZUr74LE!$^VS%)Pw#P;bpc{w3`{m^% zBiTHz^8j%?-9@fz$InVeppSejrM0Id(eQ9x7%Pc)AEh4YEOT5DZu$C~o22ot8tO za2$YfyW;m_Du{7_=tEQllY`>O--5~MMvmWanj93f0_@6%qLzO5F$OA66b%iIwXk#? zJwh<2$p|{`FPg2VX?=50&bQLEsl2qK6$WnQkQa(^a)Q!v6H>o!C><1|$BdlAw&S}L z@dNtIHY8(yjGTjF)R&QSRP=d_oP%;{aX!eob_5^0H<_ED$mC=Q9riR`I1HiVzGoBS z$P_wArg$~a;-NfIFyrUu=xyQlAF&E9;nYEKbbE&egW|aP=F~wkN5h~xDE3$ZONVND z1o$0t9Te@ohf@c|m7cksduWV3T|c|RJ1>;< z@D8ZWeP09TWU+!`ZkC~QP>eJ&b#B4dufxD^3LV4kV!j|l=bB?kNZ}+I8^{6{8AAs} zO@c8l6a)wmg-)Byg1{I;*N$GuJMNJ~fN=~3VUt@PlHn-^)iq2*g*_9fj>6+K784<8 zWpV+h4o)dZCQ_MP2gS$$lk1>_Zs+9zD366(RXK-A0HtfJr(Pxsw+@@(!LoUA;J5>} zFp_R*=3@O6la8C}`Vhv=L2+PxFOM*u!U6uoP~N+xjgRVZD=z+9>1ZpqQY5 z4hU87^qh4GZmylx_6j#gLA(Id<)Gx_JRGG%F>OP1xrLJJfcbK;73i%RFGu5ns*=%h zaUT2>I&Nua7`%bNK{43N5IFb~v>pcH8-FS>1Oj}6vg-pH_(sLNInCb@ImCE10pFnb z0~+`S1wG~>iEG<1N8GuHv*eFpOi&-g-Qd{J zd?$3b1(LtA>2CCWh?!%&8x;|_40MBX8hf^T+5C*^~}6M9TtgQ5t-rmjIS!cfpP2z19R#aM%63XK_S^sD&&$XXPpp2AwgtYQ|P zH;SMb2W-4rJBtNoyc(4|3P%WMf*~5Owm>;dzf&}98e>e}(n0~1D~fOIzRf%}DA%)x zpT?DUhl&0vqFOt%*A}80JvaU>#pb7?u%X>|;yGk+Wt3E% zj4Okpw#5k{jf5tXkbg#hu*hMg0DwS$zxLc9vUrYuiaG|xR8~{RsF)4b1c|3JsYgQ7 z&>WBZr>J98)E0_520@3gLmgXaXxbxPthHGH31f^FCw(q6#^7;sFCE4hrOOJ32tCmg z0u-Y&N^OsTVh{}EGfxbP!G4B?LGc{HtS~Cdjlf_KJXnT#(G;Z82J=2)s#6)}#Bir$WC zTus4{ehS7#51JrRhH+8p;>g19f@S!gHJ;G8pqMY_bp@PzRKdM@J`n;d<5Dy(+S|m# zHhK$+KbFy3P-J@DZ?711#hWvFi_7jk>p;S4A#LdBt;GPWHVZ~8J{A>|ULSk&A%&PF z8Wt26Q_-*}sF)gtMSIA87I;QZYEHsiUWp zw_8E4M#a1=W2;~tH8r7m#h@2{!PKhey_=t+RzcY`QUte(;{*5mKOtGsrK&I3^cMy| zc|oBUxdPF0xgy^mkJXN*1C&r?tq9tRihsuI2RJ^hKN7WSft58+;E8|vkHepWa`@$V z4u7p-qM0ql8|ewmmZC{^jl%x;T0<5wZ3>EEN{Vd_o9ucW0xoG1Pj9VA1DmE=P&Ol} z6zGtOin8HSEsWKlqD#?}tI}h*6qNIf!hZb9v5SM;N&UP|l^QqI$~Ya|6cxj+M4M_? zY^_ip{n2f_5f9yTN?LLWk&24ns)$su1UpK-iBwb+)dms=0M|fdDO3d&qpie1X!LTk z1Z}t0)~~{P-7;QNDUcP~>uakQ_NcSJHoJfVvVvlQfw5H!eawP#m|I0fNF8IVptx`t zTSY~M!`Q0#jrMSF%&nrLxc=VTf#TNCNGd8KXP7p{8yUP{+!PfphY+yqbSzEVn*}a{Uy1S?*c22@>6V|OO;Ngh4SRDAg(*B*0>6%W ztcP}MC<;`tghvI*j1u#xsPrhi|I9Qntf8ZOXA}cWa!8g^TIeIf1P>SH4aoC`GzLI*dS}uBfOam}~{*Hjzq);^@8? zE5fWRxb0EIm!D!?QBp-P+KL{1fe($gf}+Z6XcYu*uq{Qcg5*N)qhnOM{!CGsp_tZV zL=~0i){Q&~zY=%^Kq@YRUygfH&?+cyqz$d2qSNo8RyBu}{Gq}!eR=8^2q zdKpH^5{y;5uCzD4QWe7&S76xg?Tw$!3v=me`sbF6@At) zvl?v-x=6hz6*a+TW>I-^4HwX_Y)ck1tL5xTkXaDi!WfxFMdj7ZEGX_oMaY7{-Q%Ai zvUoy7Bpws7aQ-7ms_wx-%>JQWHHHdhk?NkTdq)0KAS);#h)Jpu8+G{Zjq(c!O! zBrE^ATYsaipbU_eI_xK(5aR~+ypQMa3$Rt3qte8oKU0)oC~b|x&e-uye+q3ycs%!82E@&XzBc0gsYxSNJC3Q$<(4naEn4;BqvT3uzc{CK+Uc=FX zl=OWB(vqT)^Q}b@DCQ`eqXp$Yjgs<;z}-A^ z4kSwlqPi7!{jdR~0iZAC>h3$v|wvT7H{)@&R8RT zg5p`J*;Y{8Rv>`Sp$y$&Qt4PXB#)g9x5BY4e|*EOsA!sQk`y-TS>d&F5D4J;1a>6h`D+s%mrUR#fWU7*8?>wDY{HpHT zI4Hf*R8%y63Y-d3fK8si%Gxb3l+Vdrnx$Nhl=`cG!>O63OoAShsnU9;^Op8yZ&N{6Ie(_TzO`G$E|TT z#rLD4h|^|OK{<>PBa2XqBJ`VH)qE1u>?)gl0v_&-r*H&&coQase3qE%5+k>4~Wq@ob;=2z*g zEQ_jXRZzUy7+e)4Ayka3qM|oOSQU@h3hHJy6_w`+iAufom2V-F2n2^}H)D!tbJau` z7KOvPw$+Cg1<3?CL!O`*d}7E`yAvHaj3+9ZUI+3-N$sKeO;A4hO;8+t-~1*jyQ1bB z;6zC@62qAq1K3;eAGy^qcB$35Ut^aRN{&h|?vfNeh3C$9R&k-Ir@noZBh;k@k_)1+ zOT6gu&+Aw`&p2-uIN^qH=8x1)lv8->ItH*~2n-eI@EC2S}M`JSOJQM&S1oZjDwmmcU66#+mDU816ZX`wDrdh%yn z!^Rev1jT=$V0M&O033f2h1}F7NTC*;?!L3H9Ly3G6O+VQg2FCj328}^IuV=XsHnsk zv;@Tk#-t@Gsx9U!QSpy4S}=rAsWjcc6H6*!rIr)p#wsm30I$J>p-EIUP7ySTis^Xf zAwdZ?NIWDe>blKCY9=}S6c34tF-BT0=5c#{Wy6nnBNNh0KcZszlIQJD2W&FO%|`y80{&3Zn-}nBQ2+#kgAVoIPs08L_(MgF3GqIy0uPw(LqW?d zK=*K+8;}oEc{GfmA}W|!K8&@{EU>F~@P*~4SU!|`F1qtq#t(6g2oV{yfD@DtmA>h{ zd;Sec*U&$Sv;s{)V0Zp(Ax(B{LR6ky!}WoOhL6P(J#|lx z1cDsI9q}i@q@Zxl{%qa=3tfnc%9NLZsc0a1DegHH|GZ*BLvblHO9+8HykZV=5RK%| zoe($Knz-1DC)NGacDf|!>ea+`` z_nLE|Q0Vo34qICmGm5CFK@g*;J&6PXf&19c5j5TNxKB<1)dCq&(n!Z3qxKYh)*vG) z;(r)qM8&)xO!0T!$S@e#R`O>i39VWfe;nf$tfQtYo`N6o)Y!ua5sM|R0z5GuL3#XF zg8QtSM+A=j3xO-=&lv|hB+jUx(<|q}Dp9$k?EW*;b=F;L=}^S~0#-@GhQyqM!b$aW zdU@S6CMxCzD6B69Mkr_0=B{`^CODlQS0v;#6b&pACKC#m)=~Bpv)oLlh0-30s|hq( zomQ^=Ss|P>);L3O5ao%219uzYK}m2CW1gto7H}*Wf>sX!dEzShV_LH$&aolg-51e| z{!|=uv!U8k(a#OUqH@q^6I>J|<2}raqN2Z&a~^`Dyc-}zMJB!wq$nv;zIjm$#w5Ou zc~MmKHOz~m^7uv!ZI1{|ig0f_6oh6)(F~vj{N&ksf(w}qwNNqg!XXBz=tUz|0Q=JJ z;bY%c_oY3sD$$~JBXu6ZMN!cwGzqFbab<@DMdgX|?iF<-tvW*DO7_!>kt9G=v+M4s z_)v^sr9!{4*62q1J|adjZLX8}P|b_QKgEZl^1+8{In*gheQAzv1`x$?St`-yL$wOh z1RNC4WYHI>)@9S|9uc!vv!^t@rlL}2KopfD3Qu%Dm(EiE6f=sFS`!nZpoBQ&`TCR9 zrU0U-JZ2Cz_uR!CF(Hb|X@OJmC(+WNa6kIF!fp>Usyzit!7=2npI2)uWE9hCD0a`g zpIH4CNDSigTw$P@83jey3nQZ_h;CwJ6qO!@-cm~Z7$!zFN5~29W8`E6up5$I3hZrhF zOE@RFV72&fCno@AL%gXJ)x{D#D5l4VbOR!Ru z)G-S!B}Kdplcm}-fKZv@XL)c5T8ff6QW`c>5uC$hDJo(_m@LHzbUGp&v=k-%m-w8A5zqmi7Z7ypVc6#g_22I-ShVt90HP} zqITQZC@LmWi5kTlxeFH)O5ygH&YDBf)sDx5hb)!`_5{V@bwhiiq^8W|CWh_Pr$4iN zP^>vanHuB6sku9|HjtQzp)yf1n&@zU9YmfHOb{*+E5u-;pb~AG5~Bv{Q=FOh-^P9! zi`1U1o|=lJ4``yGkw;WGJq_^);Rm&D6Pytgqh@+dkDp>EZCbg0a(F%PA}R(GWujYD zMxlyyBLnHWV&hZcgBf1b9OC{b^dc#$nDCYy9F;wu)I-t?@yT}<&xnFXAw6^0C!Ks} zV+kQ8pL81dcr80Yq**VMg8}a@q|E0t)dJXl+>Oa5rUx3I}T)EkvM~- zq=z>=35scRW+ze6V`W191X_3T;DJ7%{5g=W{FUf;eiNpmUfmPl0;ih4#K@Ve;ZK>C zKN+Q5mpk_-Lr*x!9%a~2zw7d3m zDH&oF+Eaqc4BFG0rWdXuA}eG%S|pwRGousluqG1K3P>pOdDjBjiW?>6?7C67QETQ` zw<3`%;3#u+Z>B_MwHr!5mB+x_iZ@kg-QrEHuFEh&oXWHug8kkNj$E^t+i4-ti`9Wh zK&iG#EGPr8ZysWrYf&VW3K8=#hDKjX$|4L25eVQe?rcEf?RUB8QT`dZ?nroh> z44SZn?aW&lG%vJ>SXrPC5Nn~NsuChr!T=Q!Yt<0#zRiuy>21)j)9t0|G%wUC0zDwM#k4AxrHcNJJ`P2VN3mK3x1o@OYdkLh)<*iz6d zEz;KNBc6k_wQ2*kbBXTJTlbjlISf5sGeRrUR$?R#(pKo#plBWYts5ymC!}lDk9jgv zsI4_K)Ix2o8M6tsr5m{|Db&`Q5n7?P*5E)3wUxaRgS8fh=XJ|bWGzQ29$>AOW}?7a z%_Fqnuog%fYYiS&EB;haSIt|N19cTYT*y|uQJ`5NTQz&H2gs`ZWdKw-R?YqLfL3uA zX8AKytC}n7pjI_kRAZ~89DinLRbxND%-E^~p&i(&=BZP#Ra9kBZZ80Hkt^bl{>|ctDQiOXc#7f{SV<4HYda`$>Zql_1pv z1l3d%mx%-wSK+`uwL&Nz^<>(sAK0fBGsA#9#d;Wm)0XhQgWuF#6$ihmdE0Oqyr$;0 zp~5w_f?fsA)I3)jaHi&d-fSjSmteS_%Cu2kMP~}Wr|3*MjuSW&OSx+6pfk0A!?xzs z^Jk_rHP>C!nWS_T@uD*|`&30|T0vi$*h}x>*1zB`k)uWM5?QY#FI`;Vh=TimYvZc6 z`F-~^kBioKUW*4ce$YY!HNAfj(J$UlK3!DGbd?DN(^aL6tB9t2 zcW~pXQm$vp8UFA8{lEYGZ~wk*#9aOPw@sFq^ZmQ;%7^oZ_qp!x&i&v2UjEnr@o($D zt$*5|fBzrLe|vYf|NY*ws>&xtr3SY@4lwUjAuK9oLPRm!-^$1ul5B}~`&aME;9l>hoE z4~8Ut_u}Wje#-m%DRV+#`qfgVyxFokT~*4sD$cHP)ljCZY>1eyit=ASCwxY0+tK9y zi|2g5+wbShp5yeZrHs6J(R^G~!gP%h;nPK>OjmhkH(eFwzkbTjNVw1T{tEx{DYx&Z z%;;qN>QJWErCLU9TmG%Uy{y3rtuS5H1q1w>F?MI=UpxVil=S!iGsMOFV)V9pfL0Ii zZ^-`qNdM=5`|tmD_W!o6|NZ~^_y6PL!74L{0Mt{Kk07b1EN@ysn6BF5!J7d{tegukle_vfqMyclO}WX!@xzD^Mjri;!n5T>gR zot2%gI&yk;x@r@aaeBrrpvM3788P|OBO-A7dF>c`e?Q{(pFg7m<4-xOQ2A58d~11U zTovWxs!OPj=_)H9SHaPBT+>rV`JZ}91<|-M)A)YM<3D{$M&^9Kmnmm^Sm;yEnijgI zt6G-6rmHYv+1q@TmHDb$eu43jcfv^hPdp<`8{2_xz3)ft|LG$tEcD2f(sPzz2yF8u z7Cx&iS5W5~>m}9c1-zeR{(8q>=l^U0{pB*Ju!M{47m z2;-WJ)9RWMt{Qe`R5h-NFx|&vs&P$(=^Bry#x)VfH5J-1*OV~wlhMz(Cc<=|gy^Yj zB8+Pik|LKRJzbGw+I2~t+pgTy$;P@S!gL>xQN}e9#x>f z6JgvZTk^Ri>FElOB*rBXrfafhT-QVxxk;}-rYsT0ea0*%qkxN-e+&ZZq8bEnR^C1b z0d-aN&bigpIoCziIp?COZ?21~Z_Y(i*PM$+*PKkvU2|QP&eV6B`qH|j`qEr8b)|Jt zb)~sz>PhRO>Pah0Q%_n~Ro|CeO>OOMRU(r7gf)fi>8jRE~<_%nVLJkF}+P! zm0L|cRb5m)RW6!3s=BB;s$4YnQ@N=6spM(ur*ciY7T;#{EV-b17GE)SETg!&W2w?s z{YvFm{Yt%@U;PRq?*aLHoGMAX!g3+(fx};6ckDhCJ)xifkmd^aQo@T87F6d;KGK)g zYw{y6hL|I*m)TI1${D{dJ~XY`5d#D;VBR<-}n<4EeEFO<_M3x>w|^=tSKjcMWwHI%3jE=y$>=q)jXTm> zs-DV1DQCrlYYH!UINqy+?t$j);<5V}KE6Kof{_z!Dd5|}9QEQ`#Y(SUkY3rvfxzK7 z_zV%aDUGdAq=}v0SvOw%5kk8a;Dy=3+eiGG``jY%(_%~VH58PnYh$+XObqVBcPdb+ z(~I+oCGv5}LB9^u_r=eE)o`Q_e}}bhBLCUm%`J{(VM?17?jLzkL9NCRL2>bTen5(k z+wEOPvlL{gF|Dkyc1&q)^}jw8tnxDr*ewLK(h%^y7;xx4e0i~b!EPsl#W>ua1Iyvt zVvzyIBbq)n-DJCC?xife{`|-C-K_nO|7Bq$J5-v3#rf|)C7jx*L|XXsmDWB)!&{wH zyGAGVLM6fQ4qZ~Qjvt*rq=MCzx+fzO?1mvI$5(Ybxo z?p6oZgnIl+`vp1u(i;R&UdqB(d`8&z`Ud)m*GMN9`Hs%$Pd>^r9>oQro-}FEWnM#J z9RA$2v%7JuOMdzDmT=$9#=#az>6ao+?yVFBs6<;_e{4J`^%iiX&x4$#=SS=CZyE53ugbBy|63eJGp-@7r{R?1}ZA9Bn|q z!Lnb<$j31heXCpH*7K=wmV7&=hh=)1zf~?d3{oy3g+I4U<;ah!`h4VURI*a4s^dui zvyG}=w^dEn3tEzXO)~J7JrvWuIl;R^)xOH^|UEMsp=9mE^=YU z*X|k#;a_1i zPwMe2?H5!n5WiBJx(dAFyN#|Q-ymH@r7IWyj@A75qb%c5ToCF>lTPz9%1*ip+?0KK zx(a^zb#xWT2Da))SHZxc_uN%5-ssk+zu6R`H(dpU^_;tkQmU&MigVv+;H<8K5lq|M zRUD4bF~6cH`A$to5$n4sp6W6Q&A(b7s_Be%U9oC%Ti*#_pf-0ELm6X>XDIqsKFpF& z)nud_54$S(==7~}NxF&>QuuSrRF3@U=qf5_qmq?URow*XF{;aLRg?9Crmi9}Y3qWm zdJg`5zQL&KrBqi@A9GaoeC}$sTpaSWRfJO2CCps~BjL8uRj^zh=af##O;<5WcXbu0 z0LOhyf8=_abk(8JRs3p`(N5F8-xyF8$AkY?Y0!*>s|N^Dv3YvIv8xVw9b78GCjlzXq3-Ep|6vlJt(=&P?uQIKBWLXk6X7BGb&MfPDwekmWGt{#UPM!1z2U2^9l zFf46&HrTjdR4!)gxDyzYSTT2czK7o-XW>rn!d1M6z(u-+f3J!wqY=_D_#tR(SE)lV zQZ{N&O$PX2n}TkSOl@LC@w@!`2KX=tUT~?+#){A1EMuCaNv^?oXM}p;PXPm>&HQ?oqmDS zwbKeCYjQ4q&`3Pe<9BzLl&!n-%`GlX_UqY{ezB@&+P`{aiUOn?EF(RB!-7oL5xU7%BJomgK$qOuB(;^ow5BK9|iY5+edl>S7rLJhbXe+5*>S+)9?aw8E47c66LwL#NtVhoRb1Jt~{#?=OG_&5dXEww(dE{{9223cRm7`F1#Cih~Ec<{C*JtDA>O z=qT=p6m~F)N!P9*lpBIrY1Lqp)fV;r{TRE>BqE8PVoE;f*Iq+W^zB`Irw#StkC}Q% zpwoNJf*ENXnQUS&E=Z&NY^vrXDU<(e7O(`j3!H)6;G_l4&F(zbmOIwIg@C4C1>6EX%eFVqKp>=RCQr@%3d`h5R`b_U~PVRCDH0B95 zk|cL7e!e0scn6&I%AA2$)>ty-u|C8LM=A3M>>4w%4dWZ0F} zp|-K~!1!7uq{IBbhOje2$F4}`8@EnS(;k056&wCO1_>KxU3j-xf!Pok z?LjliQ?W?G1jKUjDE(-WN!38BM7IM_Z4ZRrm zTyz9$Q)gGn+D(jbs)fB39UNIl*Sjkw9G=vhv+`_2_+jsa2Ft>(9elnToPPxj~-K|m=#uXHd^@$5e}HdmT>)jPbHVrRnX~WCtwsAM3qXa zvu3}N-gUf>1>)eh$5~4UCv_4)_SlHqU66 z1u?ewYO&0d_-haVk)YRjq0#I8ktZV9ZAn?hb8%`fhj(95r{S0rW%tvpYCX7$g4j4dDoMQ>Fq4D~BT& zQ)0*K=N6`MJ2pNlcTbp;1deQL?I0@#6HLdb%)3B++v<6EH4WMl=3xE1wZLdygxhp? ze`~mXsz(&LLTx?+_cRU>IAZXuK0~roQS~|0VSna|07L@6@`s>N#*tz1%_te$uDJCF zjUfxu@Ryx3TO|4V(?t!B@bd?3n0}Pdb>*;q>}G}o+iW*5H=D+Np1@A@R|j5XFww36fi7J7+9Y0A1_mXc6v~|$p(3H{Dc%b_;(6R9!P3L zeCpk!x5Glmf_S|)~=q8$Dh^@^!QzKU%LY|A{^4mbJXjs|NVt)|IfMVh7@oI= zZVuzwtElP6st57%o_tW8(_~)JgG1T6pEq+Z3 z6-@GB`PdW|6l>(?=7GY>(0VVvOh=J6uS7fY4D{Mqe#m5dY-vhC= zvlBQC!BSN`18TZ;zteB)V&%u^fY2Fi6m)%kLRYxq;HdwHwmDA&M-DAV?Pf_GjJol{ z+O3u5@GucT+v2vODRd$Y9GXhy!)gatF?R1QzMdf%BQ*preH(avtN0^%Hj!Lbdaa>s z%B4BK4266vmcgzlS%k{Kdz+*<*e_0tF0++5>O?0(;$i{cHbE@~<^m##~~QDU|1? zu(wM8FipzwrI|#MH}@HL#SRyqmJRxDx?flLqa*=jz30@;JeAPc)P5$H%8c2HT$E*Q z3%0m#W-T5*#DEBg2*SvaPizf^nTHjeXH@l4E@29|&caYta1Se{aD?!+4@V*GUQ6)0 zPT<~$KoEp~Yh%#Ck-LCRs3XrEq%$$cvt)!W{=GV7g_ar6<>B&WMJZ{A1~CfUFr(^=!G06acW^#iDC z(*B_V$f39_8K5}%ssW4z4{!X(8vQK1eVeP#Aq=(#PRJPizV7ew0D1M_@A>`iM-Ynl z$hxiXIhvxOT&O_^$aW|W>)(H_OOc+Ve4Jal5L1uG059&!{5>g{dn$P;`TiWYqIMy* zb8>vI%|UV@p=wxp3pqh{J&ru;4XJ-h>#XaMiQdH!u5G&HQmL#PD*$ZJxZk4tf> zmdY$7MFjT4Fo}Uo9yLk5i`P(&Go0)pkz-VMJT#>8k1~yhV9M8VC0~cz$|FHN>uC=~ z`2C&s3v&83UZIpl0)iC!lKKk%k=LYL`B3_n&gxIT^)fw;%R(MD$t-!OXplDkqMS;W8lnv~O#=7z$|GkKnQ zwnaa(wdqqKBMi+s-cW>msT%>y5&O1YGtE-~FYSzRvNmw>X>QQ`HqN-9MAU;$OE+P4{oA_I%{4s(J~j>h-X$r@zzP zh2O$!ywd5C?V6JQ236CCa{eW7Tz$%_>GieqFfI#u)Fe~Wt>A^N9C7Ow95WpOMXVlZ%cry|(CR&t|5$#v$?x|5ZaNc)*RXLn{BAn073FRQ zSnmiJK9V$H@as`fnZN`MH(*RxFq;}mq9|ZVzyE|AEkn7n*@0<29R#n0Ax3~K6BQD&V2eNo){5am>X}jVR zS9&xUr6~OEy{Ud-xQZ-s^((@QFNYM-y5ti1>d*q#-GpsBx*zOrT1sy`ZSgJ)c-;(} zeJ~c|lx`lyma+?nja!gShlg4_e*OwiV?l@=DyzTKfiAjuR~EK z+kW||e<`CuEk$iiQ1xkounwT6uo~23tu|K;MhVrR9)|p+Is8n&U)$j@(4#?xi*B9T zV5Bj$tF)Har>^ht3iy-}fikBS^$=NOJkF_Qg*ebi`b@f+eQ({#mWdixlnz4-A?H|;uV-{cx*9YaMv zv|xesr6zM%T>Hk)!K`D6{84!o`v^+Qkm~5~uZb<^Q@3G@vU{99a~O#{6j3W_}9 z%x|0(sSCjp1cc`Ip)LFySOnh$3e)>%nvewj>f%3X9vb>Xgso7$-DdQ4zGfJd`Pxb^ zbGMR9MkOjmScSSN3S!^Jud<|mAQ z@L{+DFe*_gmj(ns{3FF^rk^dGooF;+uP6lqjwgOR`2Jm$pMM1b+5GjZWPf{hUhmsVjm}| zP7Z4?Q%9U+b;J^;j`;KhFWu}ZWX;qOBaHmq5qI&usw1v+b;ME95qD4AoX4-H;Nx<2 z=A$D%wccLc$$4p-n~wO@#`Dw>pXlJ{j<}l+pN=@`(Gi#8j`)N}%KhxZoRStYx?+ST znY&`li|4KwQ|FJa_-r~d~#gn0WgChZ~=eiR=r#|{fSvGhtR#u=c6_QT{fQtZOpma?{Hr=kqhJW zzV@2iV5EM@hsa-9=d^;xzJ?+U$-+BuEp*pL0MZIWg}~zci(LdT?7*U~Bh0=(4Ms2{ zSLm(|?YsQ`4E#0kMevekTTM&yWjz`E#4oyC?Khe zdqjaL;YiT-`?_j2BB&A+jHMPz_eFsOqeFqpN4hyEL@8&RGAm^hahG>(TC~$m6)GBO zO;9Rt=jH=(L)je_8*hac8%kWl$Ezb7!wSC3$w?v3=j&0Z*6YJ;#rc6B%MOmbfhHsO0pW@~XMs|MoteL6~-N-J`y zd6m+74vv#@L8A?ftsVjc-q;aVNj-SFqu%F{(~zauorulvaaCj7B&4}`d?;u&SmV2@LJw`k0GR_fjZ+GjmHz*G7~WnMCU05z7fRWZKe@)8jFkn^|)?4iDQFt`gy>C5=W{5KQ@ZX!}P@>h~{c%8`(cr?b!gg}k zsiTK{3{4sJXikg!_Kh`<9q7=8??eWQfe3#aM=lS$P6#{qqtbQaPqhNo9qM4NnjY`hlko9w&#F{L@OauNVh6>rWKd2OZmdE*h{m7ofE{Tx+_#<& z}0>Pj)b<@6UF4zOTa-54@smU{`loP_EAlw0bV{ zxYJt2*LZMT!nqNWT-iXM);6ZKcd+}+02EDx4lacuQ>$MDR`VW2CB3~b$P=MZxYluo zcYx>OBAG`KNZ;^@LqO5ygKrvCAme%!hsQ2#gdu3dcQ=p*ze6hMX-4%!pJ|P6m~-6% zuYY=!QwMS8G%O`fFCW<$m!M)ZeQ7+0;)67+`AMD)|Kj4gOuS%68F_39OBenyGTFvX zp6&URmOXq{*of(-YCAC3c{VQvIgLN*nzhvxr>CRXao5Z0BUgIE-1GK?gfEyw1noPs zcyb;f3Z(vm5AQ4VQSR;bB0gG_ZS#2MVLLD-cXei^-1VzhJ;$Q&-aekIIaF?*%TQMz zC_+VqZ->vxPexDhsXU2?#rmBsGS}tq1p={sp=g0a<0afx0~OY+g~H(rQukKPwW{*1 z9&fH(ZyM?5(T|mdFAz-{ew7qXPsG35AvIXvZ4(+SG=aD7O?TjZyrzadga%K@L`RG}|RW>iJ)s2y4DdTBVj%p-H$Jsf(vNLaxBgrId zAQ_>?krbw3WIrAM+~Y_*$o9+wN$@7Uq3eNU-^#k7fn;B^xW;iL78Q?Y8c3GlktB>= z+cid#Cn12!Rch|9Qp=+Jc&S#CgLhF5HFDQE6r{NpyKAWq>08q!4KLsl+;1&-vKvPP zSugisbX)0Kz#57c(vVhhx#aDuTzQe~MTJem8T26jh^tIqYkRQv=6!_DeD6B`K9=hs z-D)zh3ie!zm5>F$k?{E>h9aHzSwyfqUf=&*3eS-B$Gf z_=k@mf7AQfJFGVKKY%Z>y@~Xy4|`LTU-qT|eTThCO4*x4upag%gWQL|X`_qinfy({ zZGQNhXlI}NOC+(DVQ-2u+nYGVe?II@Ps_txCYjfxCOO-i zcuok@*!zyXDH6t`8CUOK;EE3Jnvt_N1G9lPR!2a*q%u?rqwZa}h4| z^eSxIRHlbgKh(@RFN4u7zd$nE%z_?Ib8G#&3Uw45n)LE+DOxyfLRI7N+J;_`KYBC$ z$cCYS+&t~J9=2WR`{7N(roqEHPUA0j^exMD$>yI_U@D}M86KEhmCa_lqfYK3EncY0 z=@2$sx})S-e_(0U0j$RUtY>b8AB7|V?1tWZ>~+}S&+Q$@vN1;wA%eDNe7N&ag*Ym!7&EKLQx6o2&HZsZgS|LQ2;$=Fn|ocpPWGc3p`p5Mva zkn7>6Vcd| zG<1UKE;8s{#;I3Ea0L7r)%k}CcR7-I9s(zHJbs#8i;2(h)9fPNJn_%$)%q*FX>ItK z{4|k9C$jUT{;1%aD&Odd4xLlW$5wio8+TtaRiRSir%8>DpGLo`f;#7niv2WEsuFF7 z3#V(qKcp|5d7CN`53aZAl3taDh8jd1WP@LosFY!-!SQ(>*iW_EINusib5<=w9javc zX{6|#*-x`6ZY~?JEsm;nZWVW(iO3s4T5$&^KTWGvBz~GkQx5-#ewt=vxU07gej#h+ zr}@<+(oeIxikF`zr(K@-X*M}oANy&P6g`-Aev`44y(|1Qh?X@P_508v<*AW>&mxrf z7;Y}k4RHh7X)0ZI8Y{>H?KEeiO~g<0`4n<@=oBXly!|xI9c4Tr8;>mVTx?U?=UQW@ z+3jn6Y^Q2lLpX^-7B492Gple_ltVBKmQ?WV!L#i=(%H_egJW!~K9 zyZz_)jpBtvflbGC?WXD4JbP@Wc_-;0cx+^>)@B;4&Csy%*h~XbMmL`x@2Jvc zrYU8wD|moP%rw2525&P>cif@XW}0reb1O4V=b6Ao;X7oe!IFG({GuR9-C>BD^!It)BO4hHah7n z^f1%7{0}dUjjB()G&Z$A@zShnhZ*F>UK(%WKjo#7z(_In(lp0m8D5&^csgsmG>yd{ zX?baq9$p$NZFp&-l$WM)cMC#px+xhejkDHd1)^B>Zq);NhuhNy)>0BFO8JZ4eGYo0AWlTelbPTt)}+EWNL1U zeYDw%9Y}|#|M1dWw_)`)U50fivtf8?uE$Y!?4`LL&FnZGvzI0lYI|v#x#;%NBssh^ zQR1b!xS^A>O5apJD(&ZZ+H^(t!F_va@FKRRqG~fuUg%n88Y}ptGSk#mHq%^+g}bdb z)4Xqds-Uh%{cO@QeZ8++rc1PU6-fO^mzAazS!ph{0bd^Ln!UnP#Y(e}k8UeXlwqaGUwv3< zzHh~>$~}_t+~2g}v_98`hoMm?g?5H%CiU}&4hP0uL%WY%xG9an*qrvpaVg!ti5=s1 z6?e2VPpy5OlWC`lKMUG(m4NSIWvwL&*-TasoHkZgxoq;Lu|$IV@>I<8aIt5kZ?B(P zS!z%NlL&WQ9&HHR(_*PM2#}NR37f7M>zJ|xKc}buJq^(#qzUVm2F{px!EEB%_QTt7 z%M70h?dU>D>sopn_+{FPo{Q%#kvHY_aAP%9d85*bMwCZ}fBB9K>*xEho(TPp+v*BV845r;CSif!4CZtX;!6 z{1|sQRt-iOB@EjWt0s9Ec-RZGx&^APkH)A|*Tf97YHx<)7wo>SI;_v334bO_Gs6w@ z>uGHEVcghtxM6hGon4IGFbJVjDXw957Tra6N)#^8wZOS2q3w$zi76@G{wI`+CCI6 z+ zt}wlZBkxPE>+B<2`cj%B*b>te;D*gHHrG%_cXiv^C438f__Z7{_?DademY{BBY8Y> z#7s#$VoJH|N7V$z5`%B=A&Q@@F(kxzuv6R4k1a7?F6V>lo9!|-ZR@ba?5=LH#2j8c z8I~BKjxy>&x;r|gEHUjcIk)N`T7m1HYG{Hn+7eUgvcyPP_y%Q(IT+C*lj-lqC?3Ag z2CcnyKvhi_HwvNxDk&*-0O{`TZUJfO&I5-IL6MN|l#rJ0E@^3Li9;O(>6DJUkNQ0C z^Tv0-`^QE0o;_=?nYGq$*5J&n*?T`Kop$1PGh<}y(|PJ@*G3V#-*%_0$(E44LIGt! zM-(pDME47#k{*-G{!CT1MZBP%NRXK~sFarBTaV*yG_7lAT(y}SFyZ5CDcOMl7AY=D zE~WbE(mrvNzh?ZD-le59W_p`AF?qeG+Bif`a}YaDCWML_Q00jjUh$pHfNfcTTAmQF*(lGM*$kp2^&LUWK*9@Bw$#uh^4YnGYjEs z)*`h#;BBrSgoW@uxFs3PlAu$0q8vsts%D1NK3HSuu5Fvc`6P0@{6{A^x&-fq9{Qy(i|{CIN}VmlaH6I%waC zytmNCpQ>-N_r$A}B_H?4#@MqJOoJLvV8O%gITo>A`ZX^NLOA{Jo9yYCU3cb!Dl=}U{ryVnQ3b{oMw76N{rrnJLw!YM!~;IUAi zxOMXNHtogD=t#?4Oup{5RcmWy>)$@;JvScMfcSct9x+n`mF-4s8ZIW^ZvIYyTzd=K z%^;Dwb$idHx7TYfF^MEKMX+fhvDw1_XN;RwT=cn zgc*Fa8DUJG(!$299mn%<0MHHR!oyU}D42&@zJ*QW2P}Zl+=~`aLUo3HN&u)2X1(Lh z_m{+zUlRYl-djK}Txmc*xcGS>X=U@A&Xl`2=?$MT2M?V$RCNx47dq>CEPQ}*>_P9E z|4KxmNF|R&Zmpf*Ye0N{_%|Ys+Uk?u$!asE@7E{2=k`7xzik9`hnxBbnBOL5a-+0AM*R-(Ztc3C8-*zu1=fVJBT7PKBcZn&!fx%x@kz3zArXyQzGi~h2fpe0fT{KW9k z1$ZbP%iA*P0{l=ja37lT9`?i6l?X@H7jPiNO5zMiJ}y+TR9 zRQ?xse;{rbX=PK_1>g@^jVM&`(n!Ss?1P&P81M(-3BVCNO~38<{IcSg^?xAx?JW~P z6*mCboFPC9n{P}IJ zY8EgZ4lf{{=C{|ubN|x(FV$Mv<}WrQR@9Xi2?Wmzc!IzdN4?=ZXBQ547q2IXauQ6R z`9>~3CUs9&f>7%?tt|oiA7>?6~WptZQEuGy1KfK_bI;J%nmi5LY$g@m$&}>ld zOXk!fGe^rnk3yOBp3sMkDml|laT+#z2bSToI#kx1a@NcoYFR{$uDtf%d9E?&lg^bg z`5t8?#y;Gg_%2W7-KS#P*q58Oilmvmn2Wm$?B-q13kTLIhgPlb6bMy{S#>u{un`KB z%6E#i8p`_ON5r8os$N){8_)8gL+`6Us_Qx{EokJFJ~%xwhs>k|^0#TQP&;O!*HPK! zIsG{NQrF#DG4a?{;;VRinpkR)vA9@p?0QPA+FA3?c;Lrs(|MiKx_PUviCgX$_{y~- zC-raV-njcEw(qVRoOTAqP2A0&Bs%!%ZT=w$Rp#wsoz#!-_TJ&;yTBQJdpJ+|7HQUVpKUR_j9*J=G%j0`6;= zIqT$CWS9yJ)TLB|uGI#c2<#EtYq zhv&k)$p*VFjqox^&rxWdy8+^&4y@icX01rt@>3Ez&%dy9FkMbOF6s0dMANmtFtBPY zW^gFa{|4>lc%&aVwO7|NZm?HJyRqg_T)gApZRfq~Rxf05`GdRsd$9M#d`2IputGSc zb1}(ss$U)qOcZ);KdP=@44m~_qi*ay+FV&4Z2l|)vu2o7)xQ=ZY-J3c>A+XUSU!6$i9YXA$%wPk$8QtEI(-wJtB#kZ zL9~oJw>C}w-zaq*eiS2>?%14M>8=7ns9TUi{@yg)8Py4w+eAj0FJbSFhx{GQsRil4bbN1!Z3{@0Rsm&U(mEPz?Py^Lw9pzGjQ5ROSiDZ?7$2I8cjbOEuZ` z^T(HNH`;Mtl*N83SPm?)@!UZ$lUz~Vj#Xu1)!6zS0OpdR~G`y9?tCg;>gQmX8z4P2!c4LSPwX+>7~|t7$T7{ z$*1<4d+BADUg5ikiRA4fq~Um}xTp_*vwA0RA4%bvU)2O6Z<&<=PaG0vd00fZBf@I) ziRM$5HkeZ0TXfNQ)w7_jPi{RyLk}()f1&E6q9XB?7#Nx(C;&rqo%f@>2#32f!Xku6 zY@`Xb!yJU@5JHI51RfuPdoZ^|{tm*zu=JiA!k!KVGxGA{cZ8EK(THJ!XE8|8hraub zx4TLB&iZ$l@fKPtlE_ARgNU@|7jfp4L2_Hq*v1ggrw9tCE*(Dp$QrZ2DCQ=4b5nHq z(VqI1^!cyxIXTy`SK7%UnRS^(+IIxW5)+&8(8OdqP9-gvi!88QcBGJ8k)IjnQQp6?wFJz3@4*l6K|uY z4@=d?+(~l{p~V4%Nzk{^0XMdU5qSOWWbHI}JOshues@%Y)U~4e(#ZOLC~D4vr#t5A z>Hf<7X#;Q3$AK$mD~2^u!&*u0Jz;;z@Dthu0=YT z?+89ib*DZDy_gx_z|rWR<&%&qfcoVLABW+16$eTQ4^OWXB6KPmj@DGXuYZJW#Kb84 zs%*i=_^`1m;Tf_Ksv832qHY>DCKt(3SL+%WS*Pt+b9?O~v`Fz6Z+?OHG2fSVKFibc z>qYc1^fO=m+;-i@X~w&YpxBhS9b|&MoX!nG|GZX|gmi#+NnRY}ad<}Hntj)fYbm%L zDLaU$tq_Nyd6Q}};({O?uKuBCSUwSnRh;dwY?U&&A!fofx%0W?X9nQZ==(Q{bYUlZfS?%d4b#0 z)6Me_69nx1LVUNqxO11!tS_#Ph|1+I+^(t0yAC&kL%hpLx%$CCRX31pu~ZVjtJ9Tp z35eS@`OV7td_B02EPnQoXWW->z8*F@uya0W4?8#Yf?QJx5&OX&2^97+)hG!2@)rVR7|Uk=ArEs5EDA{bPLg2Y_+5a|o#n%St1V02 zm-%>l?R*}n9*lFrdkc)uVJz~*e!%#Ap9nrak8D?+**PyB>OJJikalQO{iHAp2syWi z1EdL)_{sY5-X2t0_K}TO{}D8M9hVs?a@|`1!vOS^pcWza^N3XGGtBsDsRk5)xdQeG zmp$=4CaOQ!JttZ^qy$W9G~&J8QrS5tvgW(ZXCdobipLVT&38+TZ1=+ZaJHqxa5H!q z?0&v^uFx6+!$|N2;DaMdRVD%$2wnmZ7q-pbW%9mq155^xDzzo{Q&f%=$rT~-v-7j; zTe1Sf4iuVC6G$W53s0+%4o9SVN8n zbjA(6wgIYCdce>K29Ti7Sds(uTjWP?zla@maaX_IJ(u7XCidH3JnlLSJ^@V5I|D9e z4mZzXkAcSYzH+%%BCLdgZ9eS+81^0ZiKGIG0hncX1Fc#$bYW>}2we#I;>|_+UT4$Dxe1KM6;YVF*V5AZ4aPh@=a0PgBkRbAyaz#1{&R`f9dn!pON1)w0X zIt*{A(zSCU_`>i9Vn0ukI9Sy1NH8o4?OQOcTvtlq_DFj5Ttc&**e?-qkvl8MwZ_jx z7={jDU<9=j04R^+8J&-c>&-FiKqg%=Mffth5;+* z#R`Bc#e9Oh4gW2#FM!YwEWme;PBsA#1YA~yi|_Ve87S120=Vd(gMG=n99n<#Mf*6j0U=#B;MxgBgd%P zInf6QO+vF0&a4Hqiola|7Eki#C#5{ndV4~V1ECKhT478+4bXaU$OL4UidT7%%D)JC zl&#bFMGHU@e@C)Zv|7VTp|+&0%8Ev~*==1}_0pBHZcmk^mzMF(TH{O@mcxuf5krl2 z7j_>n(>J3zjdxF3>D3EDC+;Dk3yg+Ntjex?6FKQtVANV0bn!Cn8!Auq^D>?14%zlt zH{#6rz8ZU=e||UD^kKW#m;mLoyH+JtfZ1v$d)-6BxZCn(0;4yG@sx*lDY3Gs0c|vy z9$%j!UYE5OP*DmjPMCaXxEe>@w`M~f@Wk4;?(d-5w{CpGYwTsIl#h?hkdi^dVD7b3 z&MLHB#V)j6!QNU;Gf~aVFj1Xb#3n=(lfG%3{CJ`os+#XU61bTzl#*een@sAvCXxDX zGo34$)RHHK)WLJ$WM`RfLc%LgaleFNqSzS(r2Qw3@d=wN)ar^DNSY}b5BMh}BvUfd z3r9{E*^^1dJ5NeV6-OiWEWI`q^UwT}_$R90unXC`=LgH0dTjvlB=Lb00?*ap=3C+ykDRPJ$mRzNl(4s=TmyB;vI=Fqn+s!@fMuXg2zav# zNw-n4rx-|2POm)Y$?tpbV8h-Te%)4R<|V{&#DwMU{j3rBt8Qh@f>fFv zV|V9vI$o(}2yVYjz-d)cfl71j0gXnn&8&yqc#*kjoAf5E7@I|&-CksRJdny&^R-zW z;wKyZl((-mV^P+tj&QjiYTACjIZcFh)sc1ZP}aL8L(y*V4!y)ANi)P51<9k)A~1VX zhmk_wBtTnlHUlw`!!w;MB`DlXk#oXLDVJ3E!=wc6%lgMpw-HMT0^6CsqJE>|(mtlP<%xF%W_xuF0wq5_ zG{bW9n#1Jzp(KfsQ0Q!fy1Qjae3QUnZBuixfG{-uwMBzKuHEWhbVNwAL?1wG#d61g zs=Gk4S27G;;rPDCN;Cysp;L2qe?>C}O@{(?OhApJ0p@Jxy~tgN`%hFE*9N`9=B^ju zJ?1T17xxCDu;#9!wnl;W*GbI+&CLP=8c?VX@Fuc#k8`|63!NhRyTYFbDLfz6NU^Wiu6#H=xoi3_D zpl%R4MWgw$JhgeyA)y&29||z9??o4Ky7ytc|0VcJ!^!=XMhn$ARNtj}A$=#Mxp|?| z(Vdrjb+0047^+jy)O^g~*eDQRoZ4(!B;$@BSGX8K zVMq5d&G$h9%FgcLlZ*QEQ0RqvCkvl06k4gj7a0TI+;VhpjIqOTPr6xMnd^eG9bD~& zHp6yX7Dy;o_jIo`?48_Go(5z|{FGfFi49%fJCJQ|Y}TeoY#z+zU(lzT%G!BeIP#?j z>J%Q_JeYPV_J|FtPu;z;cNAjTARt%R1)btqfNFSen69ksRS^M45>Ntd^oxtT51z&z zbCmWc{@h2admdkxup1i$nrVxgyG-$%+%@`gn`XN>?X4fO7ouT|ZH+d`TJY#Rh#qW3_vP8s&fw!pZXd+4Y+O#+(d1JKGR z+Ix|K;!Og0*b`8V(ijKkffyIp5={%|hUQQ1iOr^B@q1-9`7Z9Cib9)Br?{XbVg6ft zTg2BQY<}Q71SOMl#7E{1X3j1Ub7On>71+e)5f_LR1W!RA5EmCG58GdKjz4rkLHI2e zDGwJJbr)k7bI@-BoMy}lWI!wuVjwmUi>Wbi78Zsx|30%wgB@J{!EM3B%ESud2C7wq zGXXy=7EEjaiRUj8P!9P0qZj+%@RL%BRITj^zGizgU zum?yFAhCkjSXo&?oLsyh{a@@7fF1z9Gl=u=0x}S=tK&a(`z_!X^)KDj0kIHc2WLmP zFjLRJ$Z{YTi0dyk;08zlT$1K))~4oaGU9NSKc=ghJA+*zrsmEdIE-rlFpC$+!{LSl zr)chA>0$-q`&%t(YdaTn2#7`64ggxx+!So~+u+}fY#=^9c20O*e_GHZZI|EE=cUy6 z6cik(Xu%Gq?psS9YUz&_OAZj_6$eqX;J-&~#2&5)k$WQxYI=i+AxRL=LHco~ka0EcqL?ip?g`02j3>X=`iqT041H)TaAMJ*)3giw#}1 zOKUBhK5_vAlJTkVngWSs_v?1(H++ImwqIh$i#A^GMCw1CS%d+ z5P7?j3=Fy>Jj`K>jN`gC^3kZ-tRyu_OKqX2*=jpsTd1<)6_najPmf&0+C$4C_3d9% zD&w2JSIYl>2z$z+LZ?(5UM^Q6ml8W|XBC-_SP`c=1mNQ}^;@jFwL?)Pk*7U}cT_l#>5BD*wE&0a3>&)B*@zv{`fxq&7R zpSjEQJg+^@!jnFV0^PrNnEkr@>q72x?`+whi{ZCz9&FZDdng}%99s~aXbcC}FJS7v zVBa|Cl5uD&I4>fW3vO=2CNd>>03E_%j zx;B3;V(O-es?hrIVd%q|>NbC|~X&D~cx@9JeT2#!f)H6pepM2GfqytD8-5t;N?}<+Jw3F+Jq# z5*WffdBRgttyZ?AtTho^UU6)>-@DYHxYXc(^89Iz@Ao=voaHprfw6t zuZ`m_gk|@``lUeXlK3I#$v+_P7y5`P&e($2O(Q=^5DP+H_-IsfdHX8c*PqKXH3g+X z)5Hg!KumPxQ#gkW=(ws=f>L_0E zbGm8}I8*{PC?T30{G3UX0Ta9}Ggndknq&G_X$Tf6jUC(Ihej5}=yj^+4Vi9OX9z3K zpI8;D<{yEcj~uCZDGN8O7u%Di4}S1C!<`X1{lXNMftTMqOekpVxKfB=IeB({?O=O` zttN&SS70!Ac{CeklZhTcHdpal;NU$!?itsEvnfOa0!8wwY7z@sXSCJR?e|dy8t)#? z3Ng3tVJAUXL)ng**2cgEctSUtlTmnTrGj<6z0#NwR!SCWUr2&}LMnxGjBc=p(}Yxs z*i<<}yN^|mRx!i9j@>sl&ZJg1xWrCc{eMvUr%h5+)y}kMA0Kl|jtmgC#Hb8YcT1}XP}ghgeMj_rh_2J+kCy# z-soi3bgHmhykf>IDP2@;DTdmhejx$pI6WL`f^mr(UF<7y&+IhWr!#1qkH3q2l)3ph zYh>^4VqZJA>LD63mxVWHTb_w=jD)y)j7HX5if;ckI)LvZxru^L=L2q!EU{R=(eH};>1i1nvxIak_UAK^+(PK`}a$A`=D9FI zt#C4MWuN?TjqmyKJ|z~3dKZVo$?pM$Q&Oa~m1J9t{anZ1B>E}uu91v)w0eWs3GnbV zU%Jh7Ki)R0e)%)x?f1EHt}m0Yo5OITaie$I#RWrbCW-Z~D%4oT!p6{FQfpCpRV~44 zvz}s*u~C3&Z%T8{9lzgXt}|jf(7oF6b=Y~!-&S`|u;57pH@+v6SHb(rki@lfkJkx- zhIDq^Xna(C?$k{f8k=lSz*3Sb)lM?s zj}K>S`q!{>TyuUlyL$g@Mk^;=a(vdCg0w!+U~xRuAayErXuIRRlUd-K;YK~x!gG4z zkxI?q<1$9IW%zRR4I+z}G^43wy_!Dt*rypX$9&)|o`uqu^j*$^Q~iw0Y>H&InO2l_ zta6JTS_rB9B>|~QOp#rm>`D9j9h#mz$7E~xU@s7AMUt+Nv|3pgc8bKKGmm!|Pv%j= zjOm%n%&UbNG38^)riaV(g)A7EjC$`O)?Y*}{l2I%e?mm)}luvGCBuQjP zDVvOVKgf`zL^<%cy26<1g+%#bcNa5VBKoImgHe+Wb@mL*$z!!^38UrKw-ZREhrx?? z7J5G?yh-(-tO14=W4Z(fgXM(xy&fbow@k6OB(gk6P^3azqpk{AP&k{wpvvUbenus< z-Ty+vH#msN>`|f2WvQx{;P~;?kGoq+-o9Y7r=D*F1FRJ|cl%EGJ#R!#*W6hb4M+EX z&{Cx~y4l~|?cXg2pRM5pyoAO@Q=EecMQ^ZI7z|E_G}~8Q493CHe8dmllvYFx1=&~N z8&F$T%((psK=&ZoM>jt}U<|r4!ri;$w9`RSXWgv05suAv6Gayc=RRaz+$C|uW$gIi zi!GH~Kf2Rh502#+1Y~XT3Y0k%u+Tn|94GI)7G#Og)lJ&$|u9_E?sV z7kh*18114e61j+C7;9FQoUlq8RTO&p2*P*RF>(Kc5k8@EuUb@@boxiqfahs2YGPN) z03(`w))s`m_d4#9%6JE!4HU!G(VpCLi^ zabpBARpyx5lR&?$%&Mz^f&h0kw1%zX75;|D8E-Q~(!-y}^^+ag*Cm%woJB{hfjonK zq{6JJ?DGqBo_-iLz?5fI!qp9!cV%#O|IxlxxaXO-Q7$A>+_)v59DZ8yB=3$xFo0n@ zK;l3+A9g@D7Nd z<;2U2vNcLr6vNmn*jK^N7(KD$+K!jO2$35hJvR=$QJhn}tM{)5d`&Fb3jO6A9~1hk96UA+ zH!N%V3W;31@bZP)|Y;n?$ydx1RPBxzv4?hshzo zSfP8RFT5#}%#4^Ar&}lIm)eH$cqQ7%KWes`_J;hD_yZ_yOo?3S2V#Avd~!MSyAQ5Y zoy}%=tPm=*M>MQWOcss)$b)$V8aAx?yOR5hfleQjl|Cn$)ubI-;cF0(a~sdSaS|7O zoEjnQiz{7OpCw@^*Tt%UFT=XEjCf%&ij$l#j7T)4b0G86;7hMZg}i<^r9$$s5T)3o*>fk2-Rw9hS!Fj zXr))!;T1&2{IAeyoDvEgg9f$npX@gJ*A<$66MVJrlw2ZQ*c5`AI%#W6vGcYMjo*s( z+$jq8h`Hq}cJ&m8YCO=|Os!XC4*rUS=%3q^8R?px5eM_&TX;U>MX@+mkBa znirA3!)V3PL-8yudG%n#mNHU2n|xALxG2JZ%wL?YaIp$P)uY!-^+MaivrEx@d~NHf ziZhBPIz2CXoN#gTk%t0Kv7zZ(HT!2$hD8K5*15AjT#mt$iBnTvmf8WEKYfoC_lJT~ zZ34OOpA&P7jOgX_;-xDJ8}@YU=1mnd=jK;VAFa(|m)F&m#l|zm6|>}ed61$k6MRdu zh%5w?yi;EakuOQ6U$JwM`lw6J;3ywb9#BqS)g}$*0~cme(y=XKgVndwycSX?H6P?J z?4ai552Sl+s4ykzG8DIx=FtulSmB0akcck+h1Nm5F?PP0xIzpqCY#HPufcuy+kisf~^qw$Y=*`YODIk6;ryR<`)EtjvON6=#J9q zx5jtVE2EyOT{g{lkHreq1WRX|ocz4e>B&7m%2$0PcZspqi_&URRBv)rV^i2tD_k@m zIuK@qb@@eD7e{?np;+fxgb8Pa^-IoyRACE)LT(0e>f24OoD4#4f-(A9Jcie9dNQ2udy;dr?U|$HyC~)aueEiNhw`Sn z+j>NuHjYhN*sZ1MC+3%s?UtiUgD%wK<~>>U-UUKYeXbbQA2>Mjb1h~+*SJ$kGWbiI z)Vu3pTLW8|R5dki&p+e#`>{1Ro^d9jm>t7{mcX03my)Xu{I(rYy_`92kA#kN?%uX6 z&fCB!~1v0N$rgfo^6-bu4Po zvi?)U2Ta#IIJ>}$f6gsBf(0wS(<-7x`aEoI@43^LCz?W8qC9(dPMvq|Hu9F?aMB)o z{LnyIAS+gXd{4oxy*e1}%~Oar65NwE$43TR+KitRCaus9FX1(SVgX zI&Z{B3RXwcjCZV9S?I=0ofh|7d;9d(DHx@`g*i&+d>O)Oa;F{GLxE=D?mCwZPZgoX z*eI21+PBkV($OeJ#+$<^>~bjVB!Z+;krN~bZgpbDGg64w^7>=vHPX6c9b@EZ&jp82 zUq2`bSmv^NtZ@IqTlUvAQWmGDzHJM`-YEzHs?rCutD4OOs5*9yJ=8_x6Gq59LQ>6? zICD@^%R%TXAHEx$I?5d>qZ4(-%&#g&bV41jk)Bwc7Jzxdn97ttHc=J(*j_7&JY={* zfnbJWZeel*?7R_1AIXfF$1xgft@!%FFllcvonw683|=BQGYAEJWAl08Fh2WGRg$ql;5X^F3&@Im__jN2v?Pg0XD3>L;`TS&WqNeBC4#{aOCAd#pDl`bW+6 zI2iddqGBIu`?1n4P-Ic!Ft@PQ$$wx8gnm;+p(v5~=Km4&F~OLbLiPlqQx8SPnAJa= z6}3Zl33Y`N2sf=UIN{T*AT4wGgg0-BT{da9NuAk#|8SyF>Vu?!pNRb9HhK`Pr&1Pq zhth=3B;}n8$?L+_OlT?I{11c4bfRP80E&PR6ju~mtP>ZOVU%H)d8cToBLXboL(sBq zsn0!9Hh;lBrYrd|1geY+Y5hEEreaUdkHmN~OSjzq! z5pV{t6L)*8f6xpDZa!te>S9zR^J+8nb6@PXpupAJjQEsCq^iJ^o#=2MaVaTz8UO9z zY0}rvZ$DKkRr!4ub$7%^-6QXydwz}ryx43R8~c^C|AXfqT&S0FU*-InvE$_&c?d&_ zP_P?e**0xyivGy5jzp++(I2DkbI4VYp~^p3L04C?T6j@PI}>_pvge|0p!2LkZryvaLd?-=?atc_0<8V1CQ@%(h!gXq<)>eM` zBcw(8%y<>U1LNnH&206Pu%yabWfRw!5aubVV-OwcyIQD4O<;)m#%QA7t=-$?RRS*_ z{l}XPSlij(=f1LR?y=5d9__l})5KnNP<@<=@i~Z5WRwvP(MXZ~F#`&8J96Z@CH#~Np76n)Dog=Oy(kig@PR~2< zhv~=m&TSHJF1m@D>IVfVk)L53?6@p#5pO%V*#z{WtZd6}Gcfnu<*1xbibkJ|#2Li75RH3PA-6@PkoRcW_^*>STwXXa%5c;ZThlW)V=|WHm)Z zHzR#3`Z{Ioua&^6>Nye0d0Y15zPKI3o;>V36~o@6`yjr}pzJjY?<^)i#o2wcpJNMt zw+d}2Dq7Q8ilv$v${4hb#HtfWxC5EzT{&?+DkJepuCeY{mV09Lb4lhGl%11GzK9yszq03>slU z`DRqS`mu8s_p{6S3~x>dm0IkqUfx^mWj7D1SF|D0KNeVfrcAoaWcx1lXke@ESz{$5 zr!J}fo;~g3ny7S6#{KNZ>62kDyYc-e+#wj;;iFvK`|e*n(*zSo6Z$p=V9pTgxO)war`#NKOQ~I;whw#C;f1}}a_-LR zj*0T>od~L&)3rG%6%`BNuH3v-owOVU_k0W0vSCGqIr;OXQRcAg+T~!S$9RxH8HnFt z`&G1NWYkVo;sXTSfzO4w@>q+#^G_bym2N1gN&l?t=}m;qgT{GLh-40>doKw*^$@{f zAtCIy+qW#?iF0?XsN>LGNw=5>U$Kosi?d@*Xg`Guzja&D4<*B3LVRWP_%JSUkuBTg z>ISnA$A?Mu7CA`yIMKm_hr3J;ZSm0ZKWX$Yyl%%)&0JP+^3i z4yhtUW1oZhBr5ql(l_8lzaT=dU2rQG)(>w-$Y+!}ZCpnu+h`O@<=)uDx9seTrI0}# z5AisUZ;9`n!L^iWNH?+_R6%HN_}`@$o+5k%iy5=J`9o)1Kb0B(yhXOG!Fo3C`td~p zgr&1Rl<+OyVU`x1!>XHXReSj8FlB{F{ZEB)x>qgH1Oe&M2l<kkNs~R@!w%cCT?y{5EBPG zCx{&$j07T*Tz{gGaxTVp)}~?(mUiYK)?dZMoK4~3Og>hwUsYVW1tuPef-Y-^ZYCL z3j}e&8V=U*NGgEdFBO2^^C!g2_OBTC-@#b6e+7yESJ#7E_E$8P6W)ve*%x=U6dZ|V z2=_8xTTyKj>JZJFrjbTzvNcx|Va;w#XXjR?gj)`D6AK&RD3mH6f`b2YptLsG`cVP&XM zp>{9{boZvR>?EanbXddiV!7a}euuk-FZU;Vk<&{S!tI1;nf0+sQ_C~Znus`Qnuxm- zn`_`rN@bh!m%{2%O{7Hgc@Q`-O%R`v`M@4({zZU1Ebwvl<9P;MmNkmCq?CsOI(Bq? z$hPy^Tcu`c9QM5R^`k!q310WAh2J>Knc6b)oz>4IVmmv+1pR1yWxXF>uNC#4J4O;+ zMVx2(g?Ib*EM1_gV+1D>@0kIghOBAUX7Os8eQcLbwt;B4HhR2oy>GK0M$X2F9?H*gUI*z0>PgNq6jV9^jjYYhBws)5+-x(x)Q=~--aS1uX#`aG`I=Tt9{ znM}{mF-qAPF{^;D@5`?;Ha2571V`gbR!6)H40;*gdakA*BvPe?GCa*^ipxh65$wNd z3D=|E!LDU>n#0Q_5BvG$-sOYBR|%CRhwQ|VdM+VoIFwaQVC;r z;cuMQ7GZgsXy*)J_(V&uCigzyo?KfMYL&~ z3{HElqLL1SyF)G! zUELMb)09GJ9jYHmF)|cC-=dx@rWGk+6R=N%DRd*vWHfm<=(TR}9;aw#IGIOThgB{3 z56`>}e64q`eOuZl9J$?5x9#hp!cJp2u-S~2UwTjqcmR^-mqI1Vk;z5dKsK9t9pkh) z;Q64BZo#jFEM|kS|+P~c%9?MbDc9C;5UihDPqHM5H&}BF0*?Bq(TQ# zx`WtKwMxf$iMz*v64bo(3A|o-yHoyD$9yS$bUp~kM&fp{QXB+ag%pbkS#f7wrISZB zJ|H6MbJ1BTa!O>8N;dZTVzQcUU-Nx~1CNVSDM$YO2Hv05Cm)I~lOmIIR^Iu%Nt+Kw z_`E7W6t0dHzW&{}*b&UeA|o6cO7iN#4f$F?9!EBa`o|h&V&B$JROfqnojtg32SOpN zofn@q16**Z=$X95!g6dZaFpr<8fU#aaI&@ge2^XT--~l5h36nElE0>ZW~#ndL~SB& zI2B|fAo$^t^&_s?mv+v?GT$113SPb(%J!CUzD}hxReteK*ZCgFw*qmu?PLUttd z4dk}I_IO97%%LINdT(J1!qF=8g7y(kkJIdS11^bHKCM?^#pn9fH>9m{0;O6G!kng8;64d^k!3T=`#nA=%=e!Sb5ZaGb=I`M_OV<2b9 zT`zUUIe1s^$Y1{Dm?Z98g~XF`V^hLfSI(L6F5X-uzAih->=n7eO;lbXOcKWygJs4u z{59dU4H@oDk)X}x2S4;`$lY7FT26_#@4m2Jy@~P0z`Vds44S4|%iVy48Q+ z9O8JzdOQ-6vgJp}%;G{7RImH#uwZPSxA>c>RD8+Gdnt zhGrC@oE?f29drDwQMzW7bPYEw{$K(!JF0_Y`B)i*%!p;x&kr6o#rA^I`?%(oU%dx8 zwSDAm>1cf45v*J7t14&Horg01o<%D9M_6)!mPi$N{cnSm{Mu(Q~PGVzF!y zGO_ITH!*0PYQUXZ6zrAlWm1RXGc+o?OCCzu6MWzR8=Jj5*hRrM=JS{I=-0K6vK>y+ z5TH@7X6M${v0Lo&?0t4Osk76z-*(}ma#(KXEw5kF{`z{OJ?qq6#piCuHUUEu`Q&yG zbN(=hOo$*UO>cgXlpZ< z7|znH{U5_(_@L&mVKEyo*WUx6zc&BcSx-#heJ{?`ELpW_|jdY42 z(hES{5M3RA`Wgv zlGdEHibC#c-X*u(ura!9gsK-pUha>TzPwqajD#jD#B#sG%MvC`CD#xB;T#_GT> z!@rsSnq&OO{r}5sgB=*#GO=-S@POF4Ie0WZm+8i@!Sp}p8~+=Z-}U`p<{STS82umT9h|?_|Ic{`T#f&q<{ezT9KTWhw^;?e z5B<|__}u;9{Q+&^SewD8HoxXVfA3Cph3{qk#}-kxf9?@gcC`me0I2EzljE+0;AUmz0p_jTz-W9CX?#GQ12_O4I6nuFasU_XQopbNEd}nwdEj#3GU2k|`M+eq>-m+3>-FcF3y=w? z@c=0Y`~b?r^Xz}FIRL%b;W`3DZa^2fp6o#S7Z0ZxK!fWH=mXasPXDDNoCmP^R~|S4 z;(qB3Pucl?ZD(fr1(h|}K@z_GnU3`&U~#yBI@Uezi0=4?8#KBPuE>73oL+4;&jj!~g&Q literal 0 HcmV?d00001 diff --git a/Manuscript/fig5.pdf b/Manuscript/fig5.pdf new file mode 100644 index 0000000000000000000000000000000000000000..0f2603e9496aa623b98be3a1ffa6de5ccdde9f9f GIT binary patch literal 43501 zcmV){Kz+X@P((&8F)lR4?5av(28Y+-a|L}g=dWMv9IJ_>Vma%Ev{3V58Yoy)E+$#I?M^%Vb*9Q0OI-V=}o zL$X9efCm-{a6oAw*pv+6v;onE_4d-&bR)G|NDnuz5e2# z&)2{HAG4PJ`j6v${k{F)za78(C;R*P`kzOI{lC5Jgl~1tS1;wQ&i?u_Eq0my`t zuDjRAuX}yux_iBqS)bQ+%e(8=ef@c#*G~9$jmKr(@b0Q@)wpW;vpj8E?d@#OS`N#* z>-IT5e%+5et)1{~*Y>z>Sl(Uty6n&8)yk=>4%GI~d0w2b<9u(|-gebdDz6`w&n{f+ z`oM)h^1!;Vo$syLx$X;x<+BTyKK`svZ0CEM*YkuuJhmi*)E zs&v^3gZTqd+om*|K z&CB-7-i|%WdA{jBdc{p2X0c;!c!CMHz3p+Ebs?VDu76pFnoGZyoz0%VsG`j>^tY?l zx3N2KZIrh$t@$;pNBtJ&Z7X_jS`*p^N--{!UlS<}wVJFVD8=fl=)`Nk+3PdQw#LdDva$cPHdBhV zjA;j1h41pV(Q1knI#sCIHOyko#~))`pFXQutjZTpZFknK-4tsK9qr_>`#9fhkT=tM zyE^KloW+L(dkGu_%W3y!ZKw44X0=4iVCgdKkx|5E{Kbi)Sc}{3Vi{{#)_e-yLBS0b z>jSI65^tkimEEk&^)^nO=<57uS%r6xLK9<_waclW_Q=+P%0A=%ign&;*S0DcXQ8Fq zY-w)}vvp%vFQr@G*sp4jXV;*`T6%+}vo2w=nrdd)Z+w5nI;&l?+Fe>RJ7}>=DVLcB zTj(d&cSm={oKbjQ>#yyErFy5p8z?rYRlDM9jVH3Eec@Vm33c;g-P=ZlYTcl^p>hbU zIG>)uy6ozhi0lTf%^fgV!)#`$aoX#jJ4KyhZD`_*=Di+%BHTIxad*wZGuT za3brtxNhy%ehOb8Ubj_rwYdS^0Tyet3qzA#qVXQB^KMj;^;mQ#oXGyU224J*7yHNT zcCj(pKVTU=zE0E`U!nEgUSYBNMe9A-ZkmnE))uX&@G$$MRlHdyAO90u5{6Oh6+Sc; z>%}Ntt@&ISwQ!NKX%A1h&U28#gE&c%p8;u6tu2b*OIvh|hr|Pi2Tj43#G;*mI*a-^ies2!hu-NezhVv8C3eRmPIL~I5!uJcy;Go;A z>v=n~mOK|M8uva~Gqnyd2TrtnGC||+cH0eok4?JT2{0Hn>wD^9)lOh7!7SB>(u(7& z^%iRq{`mFMn`ze0+vv1d^EBt{T3#XO71lbMbw|887_4>LSk$aL+NgcdG_8VRDj1S! zvEmC(T+AxfiepG^)Rr(JQ4nAZK&C_vDr6knXL3?BVcK~A^X>9chWG$ z;GTLWs<-YvR@y*ul^HV~VsXws|Jd#6=hv;UrhXR+SatpPR6ziZKA-DbfuILz1} zRjv18ByM%`eSc#AD>#qML7i7`?TuI3oRnY~oSYkuJym34th9Q!+1k24P1Z8u&-f_vY*`4i*)*%{BWRIhFYMr;D0of?fmrk@HWayqCsdSg6q zb{~4Bqp}tbSX4jg#ArS?bc`ko#xSdmw%Lqefrn%7#@rE1Q=izchmD1>*c{0hXnhxh zVWSVh`oJu3%Cb4URqMOOCRsRNoij$Yc>yoM8a#RrPqgeRQzniSX0a1kzit@0RA<(C zSC?hDrNd=u@J_5*AFxb55lkAD>e_V8nvHkpji1>2;hVvthqt~9-wcMiI1{7u+x%{( ziAjQmCc8Q;js3e?--UYy%i_bM?=Rla(m-*r^TR`fNy9xmf0sqhIXXXlG+1!LPwe|B z-SBqpCE!HXcj2bNr17p@h0Y}`Lx;gVJ7rmG(qb1Hs9XJg!c9A9Qqx37ho1&Z<#>#a zj=>2Q4FTxYaMNH>#iLi-tI~TPLcl9_wtVC|da9(U0Jz@%kKW(QEvM z7JCMI1l}Ai^bMl@^GWpr(X@+K2PX)$T6k%!vc?lz`-7hYOXEz8Rst`L6@BWcO(zW& zb8BF+Tjff1gooTlrIW@tIwntKzSz}e(lpm>3O?C>wtEZBI`8)OBY(KflU^Dua3pb} zsnrmhT~VRN>4Z&_Q%|$btM;sczFF6Wn+6LTrq#H0T`jI=v|h~8XhCL~x*rG*Ll*gn z&AKk$0Xx|66HWM0?1qajai3JcxtfFEo-~dQA36MLs-|fUUz5=P?N^` zZ&zAMmu1sY!&tJp&gkdGUIL4*)vfF9(GQw56Wegi#?2SrblAYsixw>*%!i?;rqK-- z!>YGq>eTx4qDku;SUA&k>$+$bYFxa$P15jn8vQ&P7X36Btd}1&Z8~ZklG%W}^=gN%rrGdTI<(5+^z3&j5JGU=dr)r4Q^V{*kGyDQ!uSy z^2doPygE%i7c0a1?w*q!P2+mUx@E|sk+rvzo+KtURlN0F>sSXZY8>6VE(RlX;o+7+ zN3v-~hGEfZoQOU*$mf3uNuM{-3hDzu9t(g7di@tQ+8c@MO-If%w0UM`N>!_!EG9x^N((x zGF}`^8hpF0$IeUcmX^QWx*)m?9J0k_VuzN1*KQX1o=4w4{*~?Tbo*deVi`Toiz{JF z9CD9`E!i+O(L-b%j&tJb2Tdm@qj5@V;1q-=Hm*}MY-xI~acQ*yLt$?l)|GTAtI5q_ zeb~YdZ3DC2#Y6K-0hh+x*V-pUhM#o#J*q4`{x(=bNZWGk0` zU;@K1c8$0pYXNlM-Hkh5!&(*x1RDo7wZh@PCk6%%5d$q9ZRMh*Ld)Q+35#CWG2r7> z`Ua{&^m`1d*X0xSfa{6oeO~1xp;ZHIUF*fx$Y3 z3{y(d7+h}Qw~hX+E$b9qI-J90kYSwy^J+VJNm{m69B1R;W|k@43zovUYfP-7VS(ns zYhj5vwb*L>y|~VWfxYB4)=4L|q2Y0`JO=s%>H>={UfU)rv>hz$wA32bOR%`8oH1zF zl!hur2wn=S!K)wi5!potJj#XB4EKTuW+g1C%_7}o?8!+LuBQ5|&E~wZqeAuJ9nLcr znoYy`0sBNQHbMLC=NMxm_i2 zA@yahj@AbuqweC0&4t&4WdxgAs;CHpN&9pW6)%DfD>YObT%_KlhH9hT*|&sN7g3=? z6{)c2#r?QbUlc>KZB>j3tX}sMg3P@9{_x z6~i^3K1Eb`EH10MhT3O{vC>e-MUN^))Ps7hWYrK+$M(gyi>R+MLnsOjwJL8(^LcrAo78)u9TzHNU?Oa4HdrDzW4HYYA*GFAKwUJ%E zXh^8%bjQ;r)Ps7~DT_;}mVTB-}ESfMt_uCAbt;!ct)sMM6ymr_6- z!!eO$pUZ zE^kXhl_PoSG_IhYp+uyDYJ(}AuZM)n@s-ad36-Ahpk9y)D%_Q=6S;zF7V5SS2^E26 z39qi9!qaw9)g@F6)4EnjsBldddv9u}P~aughlYA}jfuB}Y8H)4DWPJyP#F(O4HW?@ zz39+TujwOlN~m0SypvEN`&nZ+9vbQeolE+tG}LS5Q7)lkpj7J&3H91i(vDk0MZ{Z$ zLPRx-M>0Y~#hj{Zg@$StdPK)9qFy_-PZv>3gppE1Ehn4%LqjzSx&(z*7g5cm2T2jN zC^-M=)=**DQbb)tH48?{Psc5y7GD!kL&c9N!F2li^K>O5B~(~Akh_F>_=TjZx`vu- zN!L(y!xD5uLd8?fhlHvVxjgC`YVjdCHB?w!=L`uI)!d}BNeD$>0hq zrYRX*Ks~pQ8!4b-{nt2bri6M%xZWjHS|kI9fC?f+if#y~7_Wi~%RCK>?};Y$Q!MwV6jc{cK>~EinxUYcSBQ@xp`H;FNCox8 zNFwP|3Mytt4=}oh%4n~ONJ8b5D%Dj2Dh9aOq_S>bO}pRd`su;Rx~`{yih)u}zU!xz zoI~*c8amqmJ$>YT|9;7phbYIr?jZsgm}t9TLx*TSjEFrI&Sq;PKspEQ%)on zUDB3aPlapa8mG&toHG`us?bvrg{QX@aw-fi=DM7UsmCAH#4EA74Uj>jTOGICaMrr;V(-X>Rdxn*4Q5M3Xv6l z$0ZfaMOJv;a$!Sctx)2mi-pKqM=UZzWQE%!?K)IeIzkd+U1sG{K*F7MK?bbhKgs(H zX#PToo*%G9b>$6ua?(9!W1cYarV&i?e!36ujR9LinH(*_2dAI@B< z&R((jOLZ0#-;!SI;_Sr;&vBEmsm@|Xrl)~1>!HpUVnY(I)&W?4E;33N zx;}%7?m~db#pzni&=8i-1}51jAsEQ3cW0rXHQP%&paKtxoz@R9FJQ=%{)k(!KT&U! zK@^*H6DL}+Mz&W8Pf;-t=+SVd=5Sv5qU1&4cum&VGeIJrG7DziL5Ky<6ZZ31GuIZY#$fpY~oM_=i>E%iX60$dL z3J|s{u5j-m$-~_eh6592;wx|>h~t!rt$%5qaFIm4*djFRKxT$Qiua8PfhTJ0g?f7u z)jMYtyo##J54!iPXo=K>b_Q#Wyvjjo9U22_MdKkX&=~N@(kr29qt#xFuZu>e$cdY9 z*x?#-pK%E;JgLZI8bVn;DIAxJ|Iu@fMwl0>yuV&7Kfpv^5WhJ3;g9GyGhuKuY$@i> zZQD@1$ky+qrx(PzYZafAa5_}P3UCn$JfdUQifQVCxYjy#^P;mrJ#19Tsj=Bz!7-s} za{aD202ZCl#HIS-zM$h;(>W8awiyztyF4F&*9#$1=-*Nt5h}naQ0{QX4B5ST`|}qIOx)hn9r&gVMF1yK(x3d`|?Mb%%~z zYUfA}%istOrCKTi;u2Vl98mNHB%y-g3KGGl2Z>Mx1fD{1i+8k71*#IMVDJKpTIo(m z!Gh5pI<#a-gfrkyLx)z-_o5&;&9dAR!@EO$LUlH8h)n@OMSDib&O){j^MF4M*;#Tk z-Y+_5ffs#76a@Y>q6NgeVA_lZ7Hc?ipV0{5*C2r4p$Y_FxY=QdelIpLGUP({S^O|G z9J>f&3QbtHwH0&r>zF^WN9l%o&&jniBM$<0v2I0J z2C<+WK^Vw&l$5KabsN&)?;#f9aRvCe4To*c3}V~qZ=6@ecd%&3N)J=L)yJVo4Odf$ zS5sg`bLKk0?$ya(o5@X=^%jqq_?~T^iegzRo2y=qI7|)dMj-bV7vlAlqTt zpqU@zLF2NaIzVD4+HzqrMJdK&cMEwDs}@bV7&92<=nhRVx`iM|-x24-x(I>@imwWPrcn$HJQqql^W_vM8oJz=>n zcMzM{u%g0}-p2{d?@N&yTPo;85_X^s#IA-V^~6SW@7~T(Qiu?J@AN9ax6>xB@|So^u_k72=EXgqfJ6ntTkjd zd65P4d>4zu>Nse^FbfG!umr|^I8Kz{wG{+VfaF3=THFc*nHbK1?r+0w5@F=+9#g|b zee+Zq1m_^>L8RAs==(n)rV6@1Jd$#&H6*nJv;a!N!4qLRS*{3cq+|3>a7%<)fktN4b%2<<@>3eCaquNxI zb)x31cJn1W8~}zodo0Ld!4e4;iS69-*0p28CKR1$ItV=?eD0hKqBb7uEU_13#)g(E znt?keG~PiYLZp|AZoVS;5+E#ltb8CfU4*5#?-H$~#J5}niBqx9LE+k}=qd?)U3hSK zAm~4InMo$oCID|5+_v3maSR6j2!=tJBx(UcL? z5Y#>dL>a20+eF|4a4wdSP3IB*1B)K>fV9Z)woO02N2hssdj#4BuLh@tMSwa~O!PPa zTiR#D{UHY}T7AOA$no%S7{l!h9AjGZ*m@DRJv3u`{2h89OmYXI#bWk@Mf*PC9JQ*$ zyuqOnA*?pKuf(AQa|d$6ve@@IIhj0$Z}f!2gy9<&-<;K@hQQ)n!=SgQ6A3>UTF1a3 zC=Wgruz2ep@|u6>*PeXSh|E9eg;rKn%b-*#J6)228bwKnD6i z)7Log;OGL)?(25X$N_`TE10n10bwIK=RP7iXhPGsi_w2Wdzn+~U$|;$2y^qUJLbmjl;mpysnT$3vnu|$ys89eEjlGdk zW`>e6=fal(-*@WFL*&6yG!gN5%(+!2t%~5garY?X7vH$15g8Vbqr;nnH?tINI0RkL zox#3)?L`8Mj_DlAm7>X)rZI-SwWkSFF1#7Du;*!a8{HWQ20}5qycshDiXjjR77z7P zX4gT4iw>IT&8!Gz5obVCf#53A;1b;ji-x-(L}0<%9w&k?h_(xpwvQFxW3j43FmMLx z%$P-E61OFsI*KFvL2r=W3`|qFNS8OWs&9VB4hT9kD*{9C80pNwQp7A^%AI~#)%CZ$ znH3u=;W5&gc~~xbxp~woFU)}5;j=XWlQd)MWT$R zWy2?JI%+z~+ae}a%-3i!zDrQL1T2~#;pAb+Rx=X@v$dH9CSAQN2LM~AI3^4uE0%-s z<_HoY%%$sKMqL;bywQt_@%HTCOrw*siUS^9i!gR2PLy=Xy1LueE?u}=@KM$kyBxbB z#_Xj#_9AX|WPiCsLp{6pP1X>0!62^Pr9(kfjtETqL3icUVVXMORL~O0f7V$5i9vn0zEoEbuolLY}%K z0J9j#2#B&wm%D+OOwmz8?gob15f&`AVUg2zG{W#YOp7Uu-o&izzam!gH~Jeh0^qnc z`WrJM7zgW^GwyP3l1-rNFn# zDg6yttj<+Oac2g}#7Iq!nDe{G@SBpA=tPa7RhS&}DxH2R#;`bS$af*DGTgGcFgmsG zS6ml;7i{%rf9^>9s78uVR+C*IJFCYG(#4 zVs(0La$Y*Ykwcc)Hm$10l-rbqKqF2k&$2iXNbB#Ia^bjjPqTE8B%=`1d%VQDeMfS4 zXQnfyh4L*(q3f80w=BFA=3pR5FsO&aq@)Pd%*!oX(o)gFzYk}d5r!^;+I%-=YXMFA7B40O z*}~ka^1n294-c_$LyDMWqmG4fmm;Q+JLov7x$W|ZUkB2PfdlW+F*}TD82$OOSqPCn zjQ%yYA_17=q+Vl7UB?uP8mdmr9fatpEkW$#bIk6-;_~5dI_D38Fep0=@G$5N&MEE- zmNT(CUT8!I#ANAOq>pt=`|e=z!5DMpiRF5Y-LxJ49cEo@O41H#2*o^6q}BqyN1w+! zqIb!qsOtffW+xDRd>OUGwr+$9uwS(nM?FDI;tkd-cA|su!^B*j7?Md3A4${z{ps?j zPgi{_h5{%4-fB%99jx2(6S>5Kpq$>O zg&u3tGTgr#P5@wiqACJmNKdJdsV3}o`Yd0XFAT=%d!kGAaeRR7t+FVx2{4fZav|-n z6Aee(i@zeWibX50mpDc0sU_LHQ?Xkmdlc-2U1BcptM3kk7|4+angEzlnUPjp>8eg( z&)8?qjerLinS$)FebDK1sbs?u7=q=T<_6|QJf|J473sLN3F;t5?)%f1I^k7ayBNIJ zqWvb9=*Cn18}s-XBqbX6L2SIpbous@%g4J>%9|U!M3Mh@WsOC8Ob}*VFGSYHaZ_WS zKM^?jXVlpD;bPcqP?HwBlyD3z_ZBUtlrz}nQU!-WSa_8)I1kc!HsO>QKLMb@#VA1o z1cFu*PjUneRHINSN6;F^V(oJkgZ3gEr0YnzX)CZUN6@+_GD`#vnMsrugV}G(^FOH#IS43TdL%XiTvm8Xb zv}Ic-ault^wx}f0plFCYa}o`stez`KG>rQqC=x}hp`0d()*>HOl4wXSvfq(tO&f-e z2a49OJdu-V2$YC{3KFfyww6TEuzzfcJ989m#OfwVG`RD*?VBVT^j0t9B-+dgKTtF* z(ux2vC(&l?u1XSZm9z*&!z@-FEZRX}$>}t*Xe5s$_6CZ!BWM;V8gZf5O`-w&DM}0A zC>n7v&*MoH4g8L8=5`bfAdZuuj-r9Fp%8Qgi^i;(A_5&n0|(>nGElTDFyTPaN(5Y- zMLP(m1g=IHjWCL)wq()j8EFE7MS~k&Vk3LQDwTwYgJz=9ic+||9xz%9hAUXKR%2Lm z7VRJmCa%(9G{Rt_(;P+XR{*PlqV?)zbE0TSWmbj!Ig19`!FyMrXyf!HZlY*dR*5Nd z63waA<3`Z{8^n%yN71m~c*^1^+AJ|l28sq(Pik+nXt_-yQM9>T+es7+qLl{EK+#s? z3gvjPXlo=c=P24*fei(UwomWeiK6WqENa4NyGIJnV9_xCiC_p8%`P#{$c~B%MWEa3 zC}1>%wKa|gi^g1|PM(QHV|>~Z0*FQ9UUhAPcNPtSW`|xJMMG5CL-&rNF@`K?AyBl- z_jVjNi&oA&%uzHtOd`k}MMHWB!32S#aRK~d@&QND%8Y6Z60K|x<|c_&uSnSHAR6*> zs9FW09SpX5y*h|iV>fbwXmv+&%>dC_<_&NVt)(C6D4K7R2=0s|8a7wd$YQXS4b?Mp zI*I06EKpy8qV-7ilq6aY#lcB5FyKN%f<)_?R8%C|!H}dwc}}8@GeEf@(MAZYNur?> z>V};}JG7NphdGIc0Ooi{qER4vJwUV(<6nYk(>IvG8Wwu&GAxl$*I_gS=fv+hi^hGBXN{Z@6gkgG&KfM5w!uGHw05p& zGR~rL%jfh|y@Ju;^E<)kELw!wZWfK(*Trc%i^c?0)9+~dKH?Fb)mbzwihL|}7VX|Y z9xNJ{TU#TiU^J}BGF+K5=KL2ca?A!tul}m>>2Z*wP0!kM&pPm$jxCiWJ2-m z!lKb2f+!jhI2wEm^%YV#m>1$dG}fwVVF(h(04_&XI{nW2j7|tK(?U=+smK zM}tPUo;cdkT%~*PXdWti;AlxmC63lsu!N4I9gW-QRLFU>78x57N9zIUCyth*cHn4~ z3q8$5@MsVjGv|k7(5ei5Nu%}5rW-UGvP3xG6F3?qz*A>-8m-Ty;b!KBU0%j%G^C4? zW0p7?vP&q5v%_c<1tXaV_#Nzlw;v{4c?a~KU{fv0tL7;Uu3 z_L(#qWP9Cpz-ak7frQZplXJWtFd8BY#6J^88!<{Ii#CF%Oco6QOA-0yEZUH0ixUNm zh8>0C#T-SOF|{O$HUqy;6b&M!yq9FrW^t@HQM6fn`JN~mi5Q*8QM4J`i;rZ{W^AYn z6fLvOB#OpFR?3s&DB295v$D_4;T_&tGzHuQ!32voXO?joZN^?CXV1ikcv6&L&*skD zDq_#Dk=e6TJA8&!in6~re8w!T-s&AbTgkZveCEu?13p{HTLyf#N`y2LK3gSfC*ZRc zyH^rETh(3mfX|keaYy23G)bOI`V3>G+I-MwtGlz1^cmK+O-WLOpE01R#bVNDYxw5= zq|a7-871kn#UzC~k-pjiljEL2pRK7GEa9`Y5|DHFY_0g5gVSd;$qP*SZ0$%!9rT$m z(jN5L+H$Oq#Lrr8_e=V0pT0gw`ixMzF6Q*v_RPgc;%A7=dRGnl3>(5&Ljj+qAdv8x zSu`aaL7y?6>xCRX+fFJZe6~x#cmbb5)qb#Nhho6$Ji(sr8l5@VGvBiNV9$1tD9)Z8 zG&uqq?Afj{+y;BLTOfSFofqCM&)h@~sKIS@V$A`yJzUR%gbY{}wINrh5RKs4U~$mSxi;qW z^bQ7i zZn>$p$3afDJx=UY+fKS5v9=w~Oj2z-v67(L_@u(qoMGFs!Q)7V4W>*IPZwy z$+hhs+xrr1!-y$-$SJlR@xZ{?pfMMn!a26cb9*GmwwwE+fwApKh^fyk$RbZT!M2@{ zB*8Y#44zgh$Tn=1R|5;MZAZrT1lx9`9B{Dh@YzdJ$(`!1|c4&TY%HQu~TZ$tIw(al;lWapsTBx7MwnOg4 ze22EJ_#{x0ZMh3B$u@{H0y#yt9dvjcoeZ>X<;O09Y}4%b0Nd8`d^ zG1!W1qv0Lbwi0x6tZj|hG?QE#{-m#8IM)V?-;7gjP^CQ4l|yVx*-?%M#kP7h-+nb5FO=b9`TKxn0RjA`J@~ z5(om))Q)sR&ZEucJf-t!hcArY0cnWecuue3;CyT|N*-;F$bBy$P3tl>=;Y7naq@-& zKbzgd&k38&P-q=CJ2KDP11+10wgp-?BXW~y*$g(>$+Cmp*x8Oi%ZS^MzX-H!mZ0wf zEknpy)hM#;(8h~*WEob?nP&{+FIXS9I9LXLvArH#*D zhee$lJ81GeY>tg_3#n6UPK~w5)SJ{;3&+Z_F@5iAz30YmIxw)Y7U{7Q8v`BqdO%~1 zaEZt+r^Z@|Z=3`)#_ynrEOThAT`~FvG={z@vMZ^v7U@tE8fzg$Bs5mH^QQ@oRb~P&lWX3YpeK2GAHi|NY1vOTc3^9$(77>vume?4w#0t*~Y^=n1d?Ytk;v>Ytjd6cDTSH=FB|g{`*cj+Q<*pMq zc4(ivEb&?8;k_lev3_%7%hxyWvyFZJ(ccf#V~ewA;$sWG;MF26P~c>d_B(JgXwOPO zM4Sxi@qVTsoW!-89)hfQO=TG%o!n4D`2t_S>OUDL;huL=}ekT-xB@3m`QL=+Dlhb96 zlC8|d7AP4~`O6R_+4A(&L6YffF+#pPt=SHs`bNp7kD-o|@lzVtD@iiYHuBVunly?l-&dg-akX|V&J1f#PjKc8 zS!}hq8M37Ek|Eo!qaK;gY+n8*k|86d`Hmr*p8hr&G7N8Ogks2)-CF(hX2^DYIXoD$ z6<>h*f!ybApV)Dv@B3NI!DQ z-T>Kf7v|>2ri%nOKei$@R`6rj8Eq;6vP+RzoG1V?e0fbRJODEI$ZDDakX`XTmKz{* z3E+4DWbyfx8z75a%n6WzJw4w6WJO<}=ZPF3D<$x!0LV%tC`f>;wD>Ml0A$5K-E<^B zHXSd&0kTMRegkCNm(vN5dGGra$;=K>T`TgNQOcy zWU&}ZfNc7wUv7YGMb@??$hOv2H$jHIDQZ$dkl~Yc*SmCP;A8cqPLMU%jBkRB9Ea}4 z2{Qk#-IE|2!2||D=37f209kyy`Uc1%uWtZkJ@l*u$dE->^_KuyFCvbUAA^SG*qQTV zJ#_En$9f2@na-^D$fuS37<(1#BKfiD!`97@#b?tpomuAs@_6E7JHCGu_!zeH_}8GE z9~+m?aLJEB@Du5n{8(;JPJWCYv_LfH$41cJ$&Y~qcJ3?qu@Pc)0%Xj0#ISw>WYI5f zfK1DwcK}(e|8IaSGY2I=w!PUUK!(0}ws!#83}-k2vUx>Xpa95biDXj&kWFo5pe`rKpw4?81wl4L{=E^h5s+IVWT9l-2$^CEJW(KI%a?jL zLbg2@^o@|ke3S^;I)mX&glt7fE)cSH1-KLl*$PQB5whi}=MQExLo7!h9SeeN1v;Jt z8NQ9-Wt<>e;kqcD*`WZ``C!VP5LF;$D_qt<%2s@-HjuKTtq5diLNk2x?1~g;TXdAC z!b+qp0(du4#;=eGAPc4}5**z~S!7SYk+S%1Q6gpAvzFaV**>Gu1yZ(8=id`4<0sby znK@GCAH+ExOc@p}`;pO10p0!%DckWW??lRWjr_aGlp*NssnHxM!(yktL&|oOo|Z`2 zR#+LhRxo9|IRKtW8N%((YdKN|&`6oE0x8@6@qpuI%0L77*UB6z+Y#uzk+N9G-bk4z zx;h?ASq?dglm)7DBV{xAtYpfj-t_T+$})jsGG(E)-%Q!^Tmm;#rcs3_3aTswgG_0L z^_!BuB~=z1*l((A$G0VJtSlirPifZAGw)GU87!Ws57T_RXwe5}f-~#!P2s@IV9>=K zDMLv1N(&sN&OHRO5Ggxoa(>Qpp26ZHkRxTVI54KDI)lAU_a~<8z?UC9IhmGm{1k-V zypS>&ypcOn28(}f&yg}%x^nkAR0fN81TkeW=w&%l#;-t?2U3Q>v*Wx(dJbBAwiZ)H zi;qAaPoPCPy@Zs(;BbT^Wd}@3cM?n)EDFerDC2J>N^+u%VQ|O3M3liY&noOoNEuCv z$2(C5%W{59L>Vo9EfHn3DBuxD8BEUOI8oN~L#IKM(c(~-kTS&OPbb=(DWgePlOtuc zD9w%|WweOvae#~#eTE_kG8Njd8zFlhrlI+HY9VB_R6Uv_WHgB}afD0{B4A7i87;zB zJTY3=mYCy)%2aE-yfbC0*|1<}rp2!%ri^b$E>BQpG$|LC=SAbY7Mmt6p{INkOc@(U zRW>z;%Gj#r11gi{d=g|m$bgFVW5=7XcBE92^!a>!WRs zi*kpzYvPl0n;%H7>H7&E>Bm3AFX*d9RW{ivj5-(56oencHl}3g9NtMrKk= z1}&oGH-k2kCUXc4$#;iPHfPZ8geVE2VHhg9zC&oU#m6@TLW7>5k75RcHfv+BBFY43&>qLT z3}<}==$L5Q$b4&orgeSO?bDs(tiQ`|)*~{TSX#foD(YBTk1uyPaVAjCvA8v*RPOp|x10C56`Nn;+#6S_|zu z88l?x8&g=CLugR#mF`RoTD#mSPX?`dG%^Xa<{oSiXopC;`7Uu;jWPU2&{oiGNuVw7 zly~N`I(>P3BWS}HAUA>*UvItk( zBZawE)4&rjt=S*`_4U`kIZEe`ACQk^GGvBZLKtbn+xyLr$6x%*59bf(>w5j>Uyfh= z&EM2t{^s9~zx~bQF8m(+!ssXOF6@R6U6_c%H!l3^{}NaJ>|363W#ClrFCCT-T^oSZ zH!l9yzy4cXTOY~Rk^CnkfnPuP%7gzi552F5Hu{Z&N*?qp9CXdRp8kmu)DHz>+)i6u zesQzs=hqwGe8T&Bzy134;IYjAu@170eT?^p8(swPu zEgxzDfMEXQ7VyQvA87$!9Q5%P0MO>UTfiT=-cPoGpS<9=TfleJ&D{e2$lFj0_~L^6 zp!-i<@E?DHV`;i%`rTjt)eqPB%kw<1zxt=&{QbM)zx%~6f4I(H{HI^y56|0NA80h! z*Y9$#58UN1bC`XH5=TofZGP6$!}76~j^6wyxAe~s{!mN*_7#8s|9`85IWTwXRVST>56Ul@C=LFh)QMj~fij^D&w}D)J~5mS-t|E7!Y+ z4a>6>ze4`*ieY({a`5I+Dl9*v;+Xz%;(z~0#nlg09B35;dlC^g!nR9K#+T;qR~3d_%^IEZiNu|a0}cE$A%RU9T`=q2|J zrseS%_?`u0*>|b1JWJKB_~l(HEYDJ13GE)G!tyNT3e=-iSbj#ub&|~2LPYnQ6*oRs zaUlQBXNybA<1rv%V290JDlN}J|BJa#38cO<2cHtfP-Z-Sf2=Z?OI@|We`04}XCR}s zFIJq)7rgK_nrIS_xI}RwQ5$)Syi(Zd~0-%nzhl^ zTL*UQFy}11d`Zz;{>W8E>-Cmlwp9eynLn4c!&g>+#YF|H_QA#X$+p*ykIn|4qAD6- z<(hEtc>FD2DjJ^AAe9Q2qx82Hs9w{6^N*!A&{fstmd>J0x&l@&?sL?ks4ZWZsVY%K zHf{;2p@(Q9rrJw`)JhUddCQBZJtb_Qdxg&Y#Z}yM^#)IifUDpV|JWY`plv%B-Ks_5 zmlRt`1D9WpW{{jytGS1L(zMjAU$5S^8p|4PaA$8%eI`mz^eaR7B<63w4Q$;m*rY^j zHi+KI7m7^hxGO7{Go%{m8>9!OQvjOp#ohe_yFWcpzRC&0Z|I)#L|*-#{b?g_S$t;(z`S3~W z2g5*KsZRk(?5}&zuK4&P>A%GurpUjWrZ>;~ZJSj3-L`FZP2PFe-o(?#nzWGLZKxu> zx4|oMPet^XZGNH9`_#JwIFDx@uT^8HJ)ZjV_qHwqGx~Ej^p&qGm0GVtczJ0j6q>Se z_S_za)Ty|4XdK*!)yX_}Xs*u_&qgseXa}@-UUn!Px$e^l#7 zhrg}K5r5E_+}427U577i#lMeP$QYA))G6T#s<@2u3UTivltQ{1YkPbKSx)5YLh*P# zT|#fJtkPKzuFAlF;_bS6UJ!k1xO#(gycWd7mc2}D-6W6ebSinfnee{v^1gpL>vH8c zYPdIxG*mmde*0d!ZeuoJW zc5x6@ba)RDLcq=aOYr`p*JXIm5YP+q6EM&*6VU7H{yx745BXEh_`j3`{**KR)@CI5 zOZTr&dJ$_YhkvwYM9V_-|LD?78ycAE3Rt@kXugZydjnu0 zU||OkX#K7&_}=07>h=V`0&qn*B?J;AT}QuxQn7=QKe&(Qvk`oj3{ zf&8biFTY&+S4~C&MkW9w>wgIZbK>gip|rDdc9mhcJ1Ql!J8BU3bDqhZtj-Xi{v{4a z04d1_OpE|H??ZSk27w=qgqlVyLV*IRDvF5~;z%`TGe6>YDwQSG3gOQhJ&&cPN18d| zM!T=$slL-q*Bvj*6EDkMrx_W>d=r;1C$b14P?S?{LPP@@t62s3r=Hu20mt-2LZc~l zdM#TU;5RH#Egzxe8;_D#C)+$9&@cs7%>wp)v8_IPzO3I{4(JB)oWrttYfmiGdjWJY za@QG6$}-?#({u}fZn{3L@N_vpl=3pYzzP_m6;E{84rOEoHjS>r-YoT9bnuiV0eCK> zbKs7M2d2|^XjS=EH{Ghf29M6h0zckq~KN9#3Ow}@Hk*Oh&;)@cIN=Fil zfBPCUG@xr>fTF{ZUWDP-V?It!4o6@K`2w1=zvtzv!k~qR&#LjrRQ2ao3Y5bj zjTcr31V;H$;e7n2!_ce?diYJNm_%D!9hH8wgO~nH01NK>NEubxHJ~NJ`Mw>ivUK`@ zXwOsKq(TlNoX9t*;p~O#3etkFZtFI*u08VV_L;{1{@yoPX48#>r>JLRSjoc5ow<(u z%4_#7l^EG?rej8g_BC3y8XI!W177z>>PygPetIFqdTFsJrtt)1JLga?f~wf}1;fMW zfU=z?fGoC-ec82)KY#Qf;CNHbKZ}BjfDQ}{{fN7;8(R2lF-2tZ2QwyIOsMK*BJ2*6 zB6N2hB7`tPG}SzSKn*<__`zb8irDEpZpJI_jQUWu3Wo{k&b6oJ5n>j)`1|c(=0XKC@k`ehCT3*U)Ti z*GwkY@MV4^HF_X1El+H-;P#lqE+i|ON**-|N*lII!?nyzjz#U9>y9J3J@7!O(H$yL z;q+(u@~G9NN3q8|ag~&QOE=jZbY=}WBT-`+jRl(Kabd%^`nV&>kT|VXqOM?Ng#@0@ z%0dbo)dIx~6fNs4Ztz3SSBO<4Jt2*ZCGodRh`!W>dDp~JosrohJaqz%KV zVpX}q*~&+)o0Sq5t)3j>bDFQOo`4XL-@;>#V@nC{1ry1Eeqmw3QIc|vLY1$4X_YjX z9|`PCC$Xxq2{5T>o1Be80e0mo6pUf7m)n`ma@xK{sg)|J#f5x^E+~&M6P1bVz|H>> zBWXAE*)BCV+=tT@T7;pxUM&Aok_NB;)2v=*XI~U4(XdOhka1RDlQQ#~oyo11KJndI zCQ9n-)yh~Enp=gGDTT`GRHWt0)PB3aEE~(~LBY|gN?W8-FoLrJ}6@ z*)yFXV3QmI{i*k%T?R-}(EpqRvD+iRacKej=%1Se2^fKd@aPOz!S#Xw-p|&LG2~11h-+-fh2G)<9!qO>jCv7}O#_E#RPrF44{zm#8Y+t!4_(KSHIg1m5rJsJsR zk`O8|EIEi8;sofu75cd;-nWdTeQaJBF^NUOB9hA-PKl9>_EjI7$)n4p1JLdu?x`qA z*j%TGOz@NaTB|XCbxNujh2xohiB0d|+Kf2nP}p$HGa=<4g_M!QaYi-ttGkzzD7fsx4#ne#&VWDOO*`=D~q`Z)M)UfHMt ziFzJI1D_#vR>b0?x;Q!D>BVZ;)abeW6u1KuvzqX0-66Di{z?Udi-*MYiKD!5V8mkE zJnC&(Z$xGBs9D_u=tqq9Pd?08Nz@t%Be6}hk}fj=mvVCE@N!>6+^dv+i*O$@tQi(VBHOR=XvnVJFX_v>! zl%HX**dUV*QcGREPw_|8t=KhuO{B=f0WbQi!#@49cGi-@qb1`|b-Yk@cTuL*(F0$V zGCoDevEc~koxYD+ngDz2-48x;amJQTAw;_$iJ=&&gT!Nr2}O+z*_<{3-}zG7o3o(u`Z>qO4TqZxN0O6g zRA$IWBfo@aI<`5_b7=`2);V4sT8(==9=7_XHW~3W0}s4j3w};{xLkdEv>*_Se%?*o zh%Xt<1r@zelj4S_!|puR1m}-;WKB=^1Uq7;ex@THEL{5@&9?MHXU7eIq_;)fV?KIr zA2MxxaIKp83{7cGL@7HtScCGt7-nP{FS^1%Y-Y!hs`wcKkT z$w>!jQc-kbt-EzWpNMLQNTKxPf806uQ_%HwBdaDjl0NDg3miM|4v#AjO?e7Q>kv=D zl$IA-U+;Hr#FvS}t<6BS1XrwyReoOXcIlAn-IT)bJW_aQ>nymDh%WlH5aJz^TB9WA z0)#C;?goU-=BANit9$|SW%-Rp+o>q^?uvtu_=J@$WZtl46Z6{`lSuCx3az|h*(EM% z2}UpAY-QN z*1@jvB=6xPUc(uei`TrLt<2igCJP{OIVpN+vFI4rZpi$Fw%2m}z~(=&wfo8tQi#r% zF1@&H`dOr}u=tW?s;W|5boaSD2nRl{?`wZgy6Fmj#M_-j%-4Hrdqq_=8tE7Ty6FB%r&I70B>k<~rb2dyx>7+I)tOdnR z&{?WNgN)U(QAh=4?D?a_cbTTDzsM^Cjil6IK;B;t3q}dcwewE3U6b0h5*5pJ*vHJe zOSCT_!9W1A86*O0V}_oW70n{z+KvI4;dL58UEi(Q2hbjvp{K2i%&ah?&`=Lq`ch?r zRg5Nn#;e^jxuN&PAfgD1f?w@{-7-DX8ZE`=sWd!3Q2UFuAdG;=BEnmfG~^I^fNz+9 zfrw`dtoCBV0y{HfIh?Jp?S?|}h4Kx@bDPY7?i@DeU?{$S`-3w}N+lPAeQGf-i=G&S zfjFDii3Te1F_3Udd4lT`ns>@97&l>6KRrZ}E@L$fD(Fb9_eYv4G!+%?+!){NPdFtb zgk-X}UX_$r)r52kd~P=vs!V4a)9^g@f?LZuNr}i21*y1vO@x|vhHI15$fe(Yr$>RPL*%{|TC?bFS}?XZ@;TtB#)2d1{}KR8uAs-J$CKwkCV zC-CBb0lCZA<2WxKe0Ty;01#X!%f)2)+N}*LLRHjHM z$dyZ-GXRu*+W^|`7jkt4T1*vkjmRy{--wYfNT3`oz*8jBFk|JH?x7eddU0IB8}YJ^Udp2*-df5CQ$$Zx`$wT``IMkx6Q|=~IWj244%ZEU+uUCtmpo!0W zB65M+^eSdZ8ukYaL|NFFthOxcv%c6lHBp$W7s|WignHkdqt{pNk&oAe+++K2jcaw* z^Y^8{3TWqs&?%Rw5r8R5V8AS>W|Vmm`107YN1qFwgO+#0suj{!|XkEBQVh`|cBS~82o;h5A$AtGG3s0e|4 zkGT0F9(B$UobiNt$0V0jsA})#yNMB<0Zy-+OCvXB2Jl4%Ur$rOA)zqV7ebD=mwqZu z@orTotlqcY7dNKWjxgj(wy=r@^WX7ac)q6hN^imK`spb>TEG1sZ{-4u`|iLUKTFdw ze)9_SjOSWyH*>UNW881ld)I;DUVB^ooF1w#FVfEwHPlo^gc2%F7=wPMmL^nP>63y) zfH>w8h<4O=G0>W~nE3QCh#}Sz7`U4hVgYXf6jda3w*4U3PZ>-~cV9Uo7AgXiryqex z%vyVGalJWAM=e)FFydo|$e-&dalZQO2}h}hmzQ;q=QWdQkD9wgGV#|Nhh3<`&cAG; za|K1qYX%R*H+eQ0>F;7Lcgp9T6dxyVbGqSD3G$(PG^N}6O`+-wfnC>+7f`F9Qv7g3 zE>fYNNgE?$N}%ABOX}b88_RbYwIGucnb8-hQS6oP6NZg^4OiVHX`4H5S*}d zxzd(eRg$H`K#k<1t3kz+pLD0~pQhBm9ebd-;*af^MH{{lVfyj}=zwh$0&tW5o(1Lo=;~{w@=96ue>Jhtr>0=O29o76R`_*GQC@vKFvk(Q~p=}&`I1J{tYiT1JDba&o!k#%NgPC1Mqg1#@;T-}}p z$|BMHGz?kd^QfEOYy%;TjAK}(+a#1>94+E?6CD?xsu8)H!yTJM6 zd~mq9Lz`$@t_q&^6$PmUYoW9o@}d&Z4dibdfpWIlP~8ld>-o{PI?FI zH>pgzq88fJu*lB%7%U;-v{(4E?CF%}b|BqtzGM0+z|LzXEh+Gb-RpTdZ2dG|P&8!m z1KAG58&}F=*V$=T%<5<*Jl=eg%348`CMoYWxd@efsJ?D-0Ta88jvH^I}Z)H!rFi3dupnMT*H$!6xZw8SZo275i z(*5D*G>PD}9n;K|HIy_#Js2?7rLh!t!xcW)U_Bg$?M#KN6gpfXUI>8V((QTlK!KgG zr(b>RiLgPZUo-hQ8_vmQZ7R>}1Ag2Z6Tm|;iR9nZXW8rKFM3wDK>$Gu6GyPA?kH@a z8GKZuO-zaS!YA7K0CAGg+@PU6nqz)FjhG&j%G}}cBf|W&(qtl{rdWiI zELxdd?Aw?dM!Ls+ZcXKO_d+_;6*{y;c)^!Gz4i*@Sq14r6H`au`)JOX;G|==ZKF$q zL4O~S4UmmT`i?cX4=q*dA}HtZl=!8t8V~h{l()j)vBTJitwkm%#)V`DI#oUj&(5UQ zs+Fwj&Ht4DT+x4MyR$Kzrk1J^YQQOiemB_bm`GJvslp<`TiQQRLXA7HGX??pA&!u03I&wzzE2oZg|jO~Wm@(>4CM*I1>g5=s7gu*<<# zw^f~-0lRO#ZidOkw|L7pmr?PwnClFMCRX~{zbOsNOJON1XUu4Kwj=cljnpPpi0jnrIzqhI zpwUgYpndPvEht*R3gdm+z956|g}7#o?p5T;t4Yd`GpGDo{1 zu{P;i3C77xph`9x<cS@xSy+>$ z@}$!7Qw-SLtXd%1jXBkMgX zd{m6P0=LS;SUESy+KtmBX%*Pq!Da|B`Q8VL6s8DfZsJ7#xiBtlCy`p>rh~bHfqC|} zhWTM~VM8C;Lz+%Dw8FK|FU_^D;cJ9SsRN5XUd}>zi(-t}GrSjYUWhqC6Cs=i^b}{p zcST!x?ZElXw$S+yCb%l%LyV1uEeFH8&9}KJ8E$ZAL2vKQE~rOyy1Ta{{2-R`_26@- zX9{kvs|oY-_9&e<{4Sw&OXBmf#A;E2h#GmsAK|g5+5J=1(18Zs1vGkpzR_gdAD!gZ<~;;@j03?sM?^eU1BB2#^-*IgI=koK3@AH?FpXQ^*!tU zo00~H@q^(s#rQlx*9W5b`CyaZqIr8A<@iEY`LlCAm_Ts)_U9X)V=#wQ^0O49&l9n| zl9mcd@5^5UJZi9LeQU<{g9kt8@MQDAStjmdCWxT>5|<-TJ9pDK=RwwyPs&__x5lg_ zz94;{62Z98zHOrLn-iq>l|n#f&J8r7ghL#uOP9kfzXNi^^Nf(Jb?kOVr3l5Ef;Hhi z6b_%VoV-JFgMWFCc1I6}CrEp&%h?LL;(sbid5zV$rFlV|K*Yt@h9K>aOA~N*8Z^`H z?-ktHgXMveJ*rU)$?pZ#mv8oi;Ko`sI!9|?bW?m%++{qEFlO|CL{`P%r-kdSCPo#+ z53nD8Mm^{qCa@XXz}Hl6$XT*ql=&+APFyIpqaiQE^L%OYwy#-!p7qdScDJEriC4cF zR?k$JV1KzsaYM^eo%9B}gdRoC54q`cRS<;!Vc;h0q~&CNyK}ts2@&gS5rm2*a4C&w z*(A{7$EOZ#T#Y&-yG4Iiy^*unczj>2E`4Jyi8~H2<9sBHI*oL`8Gsmh-%k~eN4?PXyZY%!a zx&GW5-I=^f{v^R0lNz6zt{$r%@5;Co*TL6D?*7qfD_|vr88^JY$CNyuHD~>1AML{t ze{Av>KFCQz7r5R^?N9W1iq%bPIal5GYrt^OA0R;q5Wlmqe{d=Rj_!|i!LjOzx51t? z<~#-RY(uy{(D1-E892E|Y=;@QMaUw)2Y)8>f_#I{s=GILd6k+B$Y4O=-XI0b1J61* zzecbRdFTVlOI`q(K*rh;b#^FePqj-qon8qpj zg6GJv_i+$&-*OXH zk47#JAHO>qSRop8O{Lo&0uML~gImI-6A~lon?G3g{MN3POz?_PLyEMB|9#aUQALm< zdM)^-R>5ZxMG{|mb>y|>6EW8|#e`&hE>@Dc2RxJgmb_f99iPHoZ=85L2gzQXH+BV| z*!j1nSOKfAHm)SQIN}K(6FJgcL=P)OR%82_$ecg9N)oRfh{1~Qgetg}DH-J+JA8wT zBI|t?5ruZdo4-i2p%Wc%hI3I-&NNd>wK#H_U0N6Fk;eE_fwRsd$O7W_gvzFb?o~Gf0#C4d*%ZDE^!8y3!cbK z${&k0YZMp-62-?Mx+h}fK6WI`RLl~iqMWei_77*B+2(IMjET&reMK=%QY{fMXsVk7 zJ*5z{1H2L5lOHON`kBq@@qnoXwVi1lo`jv$CZTi$ zN#!753uGt~lQ`0J=ifs*DQ*xEzljzv9uvKc1cnPjxCW&#;VU916`ZiF+I*k{(E z8$UY60lotJ?n+^r)gzOltLqgMIQ@~Khv6d?wK;G|dj)Phm%^L{YRPwl{f7(G_2<`s~?sQEdmPiy0w!B(?x3DFgGr#5u{?FF-?8M4AqDRS9IJ%#Op#+Yk}wz!~EF@^PKuu4f1; zgqochNg#sWpz71JkMENo!4^M%g-aW3*^ zxlWkjqYqei5Ztk(leJ(PNuNfLOmZh3<;(+7E8~qaz*uZ&#T96w8{CS83pBt~!avax z%^ri*;WK@^y2r^1DZ)`$ioQc#)By`NAWDloW^a7E6~9fsKt?#Kxu>Ii$&%au!sk?7 zgnO(7=alL1iMi&hk-H^A`CUMl`iY;Kt2MF0+EBEAlrR0ZPWJI9 zi~nw-Mu(vhpJ74@f&xRrziJQw~N!3%Wcxd@y(X{o{LjsprfW*U7++< zL-4F~SyO2&NEl>Ot+RDtBMhV-;!`p6>r8GlkD7|9?AF-R(lEi(>uaO&aemkZ1WFD= zh6xWef?g*Ci^PK&PU599JJn6qGX95dH zD5VWIpD~A-K_7R0*D2mU-HOg_l4kRDE1ryeo zewQvDrWmqw-KVBl%G>Y_W^h{cZ>A8nYhcrTOiw5H!UV|IxA4UCi{4snt6m^RE(Is$ zFDBa}PgjQ1kg{x@6ys4@AoN#+{D$7#cF`|2gGNu$hhI-KZB09$7Qb3(0%5@~vGp>K zd^6>??0P9|ZuT4QgfjZ9Hm8>jItKs2%)PmMn3v_!&(m(3?CI;W#1>Y8g~hh(0lPQS zg1pL8amcK;=3SDf0da;wSBJ>6M^^_?lZ&ewr*^rO9}m<(KHQSzlAaSfO=w_D#|y-R zm(o{iRHZ;Gyiz7g0)F2^6K_Qj6 zFJW+q)fW>)O|l+~vc14SxFc6vv#7+>s$F6_Q`TSgNnP>Iw_oa{(W!9wyTIJy&p3$? znMuTFE|1ER3#ix6qnx>?eO=~hL=9ZnTwJiUB_AqqO`lz7{FohRfbbQMpK-9dll_2c zOH8M^DS)ISMdi{{dbov1p+l~KMpPtvS@(j3zo22vQ5bDj*HI9`h9ejk=vs&N-ok>V zVcmg)Oe1hcKztvF`14b)H?~aUb_!JWEY>OUa&3S?p%xyd7KiN<2N$yOZj)#a~?g zF;`>V#!zMZCZ$`rJ&M=tDXBBVSKjb&so|+v3HXU-Tgz)(v6Nmpy+Y!&MprpY^6Tx` zX46)m|z<9>6d{wBzAFf+6LVU98WlREZ? zU-cIW>lcseKk=*HIa~kQR!b{x#HyD7LHN$&JI##nHl!CxoMDLsoAz~X>kANM{|ALg zL?^V@CxBFfgw_Ji`szj)A%`PyGP|2BnySsxy zQrGHV6-0C`O)XprD1Mhw{w221HGU`K0sd7-;4iiyEr5ZEfR-7+{?4*wU?5-wurdD4 z8WeZXwJ_D^w=%XcBw+Zh#&56xi*?Ax@>lj(&wk};0e=ewb#259O^r?7iHYxKeyb=t z7+R_ju>Ym-D>UJ6bnX6lKuY)TJR>9fZxjF3)dY&bB^e$(4_wWCd{$29l^;ub234SFu0Dyq?-Bm0s ze_j8||M$ATTX`@4OU}Xk>qh(U2lKzAf3AM@>Hj{Mn0{#k*nY8Cf7SR+C4HxaS}R+b z{@RT1eU9Ht{yA-oe<-{E*w2sgU%c4=_@C#W%uW^tM!ITnJM+mm^e)5nf70 z%4Kp=EXY+*M9o#oqsrSUm_%37K>Yv~LS^ae*yU|B&%UkDa43l1nxA=M%?Go#$4(3D>PxvnTAH+ zt=0K9vzh)cODZzX*|oX8O^sk|md9sDC)0D)b7&CUlMtm}e6<}?lEHYBzj{3`J5T>i z+P}XYN}u4xTAI_S@xH!LUsY+X z;NfPR$HR74a^1d|P6th&gU7}7j$^BYg=A4qrGDvC&DX9u?9ji$Pu6~3XDgTvDhq~S zJ(sWa=!Pk9_D0O&c20I0368L3)q3;=Y;**Ir&!k{+25ta!p2;Ny9QXfG37V zO^ZI=Nk#Kyj5Q|8$evQXP+fjoGIo(Y*eNnXN^h{we#yN)J|ai_(q|s^BJH_4Q;nk& zxH;168DgcQ=J^`$`~%@7u?XJ#_SAE-3;Z$P@Wqkpz`FF(bzZxX^O#s)QKI>JF||o2Gq--C~ntnioO|c17>X@F%!p9FBVkVQ!fhV>0;4N^1J6SP2Bxi)X zspW)Uq#4N#r01#`h{RL`i?ijrP-~@TK8oY9NK4n2Ga9Bb9!!DH$rE#^?MfTM9?Zr~ z7m;oRQ?{VSmsa-B$yax{$NP~O*bX-MoDvvbPS4;5F_4DkL4i9(vw@I1W2vwvV6(xF zeM}dCI|C5F#F`tvFdobrDpR%k#P0|V2UjNjK(M7vjUQe$9lDYu=vZM?FMt6wuqN^q z)OPr(#PlYKqfnou9L}ScnyFL8AH&fPbZYSNp|hM)aYG|3oG&4z<|XB~vtQ^DhLxZY zVyM?3{hYEhRTVxVEgX><)ytjG(&Q+SamLXouDBrhNl0tq6s%vX-GoX?4AbHu#kx-b zO?ad*KjQ#IYdY+97@4mctu4i>mr6!X0)jXwSY;umo@esmr%%pzgLqz6-32p3OQ+#S z$`dgui0hin{slT`29$o6I;KvECUt$YCS5jGBHxy;77^1~-(_SL9UaOBq%R2o8=(fU z>3)#b@xt55Kb(SDq{`M~sEa7sp_%o*#mg`7g-u;4I);KRx}Z-YR3sQ^qOD zYTW}FnrXQAq4TK&v_`(Uf8I#sjK7(B>+ULBUrVf(?B+A;J&#^wIgi$WeU)GO@Kzl8 zE^1rHZ!q7$Z#a5Cx6&bvvqm1sVOI-an zQf(Sy5?*#1b2M;M%sVe>uck4|4G#9eQWM+fy5!S6;<&T<4ltop^&GSp+hG~^;B(FL zbtq%kvt6p#RiXp?d`D-)C?aCRi1&1Br$vl^c?%1}&4Ba-;?V602?>|ydU%RX@2^kYjGjcUm}>P#M*l@ljEX*8u#Q|4HEPkkVsY2S_9uxqC+8&6>%n*6?rBY&9pdyXa=HBM;~DfIh-$uEtC|86RB?@ zZX49f#)7a(wmy1p6}uB+>r74fq*jzxz%7>(BBu|APF+TK6(>&%>bVuV6=+6o4p)cn zHQXkn#_sZ#z~=IijZ3OMR6HAf)gw#M-YEOAK$>kfOsE&wQNoA2wiqZKXF^0gAhw$J zRkn;QLB2zQJidK_JpA5KfbLwNkjvnE!dRvqIpW#8#(B)ABYD(+Pi%~JQYrR?h*9qb zqL0F7OBGzzr9}$7CEPgcM5!h=F!Xom9dEl2a2=c2$XYg#FL9aRZNnPach&wL7F1u&g)p7(=UH@w|Zl(My^XR{V?CunCH ztdQzlT;n8MBfRSpKOyk%YG%i|!F8^Vem42Q%|T`&dQ@lP4lGf>v1T<}A!gU8E8FGz z*I9vtJ9?cu%TMkRcwg2VW5B3_s*=mr0dA}7SB9d`glIXe7P15uPxDqy-)OcD&o8)F z+xUC#5?dD5_Z(M>?x*z?JVC614}`6I2Bu9@u4J)yHbwsf!uo?C-k&c4tPFsEL9Aa7 zvwx7qA8h=uHCg}h3H85VV>xN-UV@JuSJWOB@TjJZ;$;Cu$|t13o+dxNfPmu(X?>tL zw$~;;&5Cn%*JZyPlV3@CpJYmRujQ+Pk}=F3goNwl3t-sRM&W8ssuXCdc(IIhvxf#- zinHI1yO4pM!&A{wT2*tI^KE7U19^vI8d*y2C=pPZcpOJt#EeKoD_&!TC~ktAv^_zXkwYq;RDN z`GnrK^npon?;{~2c$Yp?4kVHf)>$iFCV51)c{cQmjgO3l?O4olwr8{4$0+Z-fOs>x zEdB@Y{_@!0_!aPvFCKoaWc%aXf5W!_5x=TR39Ac>P)qANm>62>I+*I~{tJlx!LR=) z`(IEj<2!7nWn|@GCIB#VaJ+vovHou`mX)39cZ2_ivF{7ZegTqy!`NSDevAH}VC-Le zm;ZYW-#>4*fBWMvd;bfJ{hxgEKf+j6=HGVzJBt0+;zIgAp!NSJie&;YyhG+c=#Z89 z7cBn&I#`*1dEtElB0I}}K#YH_i2S#QejEOC%l!TK2>5?r3&_m$-w`dFr;gxe;R5a1dH>@{TfiQFR4>n3eR0n z50%TrI*EcOQJ^BATy~x7xmkk5eO*u*qfvrt`}kt)gbs;Rs?t!vv-XyKmht8^&c_tN z)Q|NOFrzMd@XfVm?P(-G!qm`&Nzyor+cno?2V|QK(>#*rVf0Ee-ddK&uO*wIpO3dj zjmG-^_?bGQK_}R18w};nFwGn4!8*oWHiO%{W(VnsSRYp_Ml*{;i>kJ10X+tMdvIv; zJCjHK3E|)pK{(SM+QcMXT3)|mk+Bf)r0Q3{!Es}?_uck>gcCZ)#iSV z8AevroKN$4x8rE&WfaWa9Qm{ zVMX;c^>}(q#Ow!n2)BL)26Ai-X75JfOm!{*xNK(FZ*)hp2kIw~ZwqnrivZ@3NfMU0 z1%T|dF7D=^QqHSw9UQf11(aNis~+bi#83#S?b(c5YWr;E{+0%sYBLjT)`y|2jGo2- z-NO$n+m7>Cw-nxOZF+6ak<8}(HL|NZni?F#d~Oey$IsuXxr`tnjg26jrGwYJ!gX}g z0k@IutnLqi5A#91Brof^f^3$rGYta^xNlxTZ@R2FX}UBH8gEk-U6mYD=GpWCS)DiP z`{l1r(n+I8akx&Gl?XHQ>PyG{l2a~z9RRNaR|g;y&KapTF7kl2&f zjV(iu`=1yp#%U_JNK%%l=h1A7f}39BYyIp`KlY%c?{y_7yy0~|l_%FF+e8%|6aX%@ zWux1s$d#W*_3EZe+F>m&jf>$j^&)5FqhbeHRSFYeMa6-~;C1kCTv?Dj7d$@WeR8iJk*iEOoQwdT8qz_g~}|5HvkI1kN(v| z{1Ehm)M6eH6~p@3#~Z>y^#SU>aQjOA)(@(K7p{=@w$K%3e58U&7S-|8?0Zy-x*&IK8nrpBd>H^gAsFCErqGsY!KzWgN=wb0fFn6~8+k^KgaZR<{?!x*lFo=A^Ylp%o_9M3{8k6V`lBgMRC*mC@x3hfP0e-o}jgE}c; zA0MSRFc!cSBQ~TmGGE_LgKkgx)5w=1z@i3z$_|L>Xjmm~m!LsFV#vv2CRc$d#uw>$ zm~{ymRd$e-gqD=6`~ZA_ZJ47;wUI6jU9om1Ez7ZR57dww*i-4?tj1%`3g7AZ)(NFL zCGkX@vyOd8y(`d5CnVEs?%LrEh@B(kJg8}5`M(q`zdwunO{&)EUD zw+br-KD-*)p%y>mA}eghl`Hblu2Pe9Yz*2`QC)vV^v;9zYOA;~ylESg8(Y$(SGc_L zY<%_L!CVVtb|h>x0g$%QX3t;UICc9ChNjuvI=Wl4jlM>-R^E3QuDmDU`YMU_ERUD8(qq(F~vgq75>7K-y?k^ z`I84T83KN!CL(?$*=BwX`o+{j@V&{gs0Z_E^u5V)(7j1LO|1L?vtf@#5xIq3k4iz` zY~6l&A#JL}FpAX%+-Dzg+hnS=@AC1Sn{0qhl$UWgQ&*`|jB~+uuCtt2c_05HrmLF+ ztt1SU*Heh-y)G-TrmLua@d>@N($j2gCeatI_H;jN0g&~JOx*qoim1Zv>cmdA_&DOX z&@klBAfE7M-}F3*Xvq$CiIX9z6UFV3D!%m)gJhzfdH`<~i+`)Kmz0+aA5Pg9IFb?j zR`Hl3YK<#BcgX;3O1~;mmRc;L0Plvx?+l5KQ-$6Yt{FR__OG}>PqsL&J zJA;(s>ZMq9N_Sm-QVC{wRCNY~$Djs(9mqWz5czp^!?(mjpd9A9z9G<2#NcjjTPPZY z;BH-WRIM}q9O6%(b4AOQ@%C|YKJ6hzBXde{2jY=t2}C2x<_-)M!rDYwAi4NiAe|4A z`4ZWZ0YxDPe+p#>8-53E#m~baw3J;?JSERW4gwFt`;)7({uMb&M6K@e$??nXd? zDP|}Uq+38jP;w~gl2oKSl`dbpB&7sF8l*d<1rg~Ir2NjHzSe!8d++!C^UZLcefBy# z)?VlA!>s*VYwcLwM2VTI_Xn>0OZ!iDMUnBghR0gi8)MIAwcp&c4Bm|KTsa<5GpqHy z^2mz!HbL24g7stSQ3jv5KUILUA8FrJ04P87yMlFwN&NnU?!N#ZBRcOlgYYEwPjR@i zgBt>CKCn@|ad;v@4_m`J_zQ^_YDr=eSzk1dr<(KH&wPrxkd@~|j$RDyvuFptrXF5D zF}E43zn(3Q@(Ubyo5ie;YsOD}kQYWQ6EInX2CsOxB3dh!K zaNme8#gBK1J_$@_>N7HHyI@PsHbobCce@JtEU6H_BeW$+d;5PO(4R0t2o(0WJpW5fP)l7wO78amMyL9rKYRxU{~xGSXZpd< z5EBsAmN8KW}=6r~<2*&&VWP5KlnULDl$8D}(&N z7Bv{OK>&7$!q;H@K*$z2jN#rr6bSY$49ve)sec_VYMfv3)qgwAA4=eN*14q58vCjP zBlQ7D7LXhY&ODQ}%GdZYKQOJ^sBMydMnB9AHB-lTYblb$60dj5Bm)ECdi>7Ap9AS+tEchc(brjABojrnYc zd|#LARiW-ak;p{$Ig8HH;n>1jGuOeza}}4)Ijs(Kj&ixV#;#l#+5|nGbDkNPW~Ha8 z-9I`P=CGRou_-JB@087=Qm^Kj_2RHO>tmDRDSykkZM9%Ge9YCAF}l|kMn)SG!+tu3 zloePdT+emN9QKy$4=VKq!*;mNC(vN_bz0zSbv8ULR&JAcJS@eooWqmU0MZ+it!Oh8Q?4Z>t<5DiexTbF(Ii4o=$u?Q5Ji5Gdz*FzQ$wo71)knaCE&m z5r>7lBM7U6;(Q0Ec!q_G1m2#|1o>8xXG0rG=fkQV_m)&2co~SdBpBP?F$GG4X0D0hV^ri1FsscbV%KjDQFIJ8)!%+k!({GP-J)(2A<0xUSTdThu0i> z`^sWW7VPaE=V&p}mMsp=_o`P66*VP$2}(+<;c1p6X>T3*+9TRyqqSYcUgJJn*H5rq5;-yd=iJVst-G=t%HiX?P ze^h>JC)S`Mx^k$DI&9X{cT?|~;VnZ@C-E*#x`9fvEn8KmeQ6nlC_cnJ>dB&UtvrrE z!Qg$4cRe$c?rOHVW}RcH+3yeSl&A~120L;S-J;#NU#{fV=2`}7C|aMAWg`@pr74!N zx}5g!dB|iXZHD{q#(&0**R*o8x;0Xb%k%{dKx8)?hx*@CEnBG?SQUc62+h}3!w0S5 z-J%wpvq-)OW|xfn%O{P!ICma0mdJ{864dO!Ol=L){Oi1iZ@hw2d`owP(l)6bi_jHB zQvE1bMeGsV%Qud7^Ee~%P2{ADWWkDZRwaY}{+Wtx+xR1~b`xDKmLqq);L(X@64i`d z8;;s<#XC7Wow!0WRmeFFT#~twd3d3QP=fB2sgoi>YT*ZYk;A4%YlIJQ(~m!lwexXH z0saX)NleIeQJ%o+Wp4s_TTO zg6_vH=8WZ-CP7NGa>>EjjlzC-VY_|`+SrwOYIS0YgG!vW+uGCx7J=rU#>|{>a4Tnf z3$Hy}Z{888Q~)_CRgkkF#l}OkeBQ!x+ou!E6o=H`Z>muOyWU4Ea5T3RCfD3`o;wUg zC}dbjsQZqp-BMn=k9dJgj@>ypN=blIf9bSslQIdSMN3ztagkB_F9&#cbeIC8kgc_Z zOZ6zzdUx;JmHSS2FjsUcGl#D^zoG(tPJEumuA=Na@WIy7Pe?fYeJ)pOdcg}Wq-AmK z)8UwPvoe8z^eG})rEJC~PAFJonUlAw2RqZY3fRHLFnx_C>7WE(3gc9K|Ds3f5uPdf z+>x%eO;|1#TO;f+i^}$9@mzbH>MbH6L=<0Lov>qE6ZjS?E)A#3zMz~F3S$uxNok5Vm#PKzuf9pf zK%1C_Y;*T)UD|C3X4kk#G=@JuR*!LLTZ@&T{K?jtIB(8C6YFR$)&|cJOOLF}m)U{+ zGpD@I+c~3cV%jG(;tHA0)VkP-`X<}@?4B2fVCN8*X;9r=nMSV1!aM3>PM1?s}&~Hg$;n*y3>RneMxe zp*cM>>U~X(M0=G$DOMt<@Dzqv0>vFrdkL}npU+}IUYs}_jF8N zTfbmMU71MjRWoocs*rBBWJmvCd1uHnYSU>w)YGZkeQi=@oPG`nl) z6b>@xkZ6R2JZ4@>8!5xM!?W6W=%lrfLqb3N5&Gg~ zPdabcm`#nX4++tsRtDd4B-7T&X`N<9Hs&7feTu_(Qdv>wXiAL`c$v8g@A@Wd{!$W2 zlNFy=tY*FJ)Xqf}&JnW99q6PpMrzjKSd-4`$!Df>jVH)kh}CK@oNyG@R{g%Jj#5po za~SjW12d0V8w>x&rZhT_!^?IDAW zBh#5B>JHtXa&wKtCq7PjJ~u049g?XOubD^Ua>m@YR~u9f*5s5LN=YGAnPgXrJTkcI z+PBoBNn`xno=`A(PE6)_ku1`{{w30>7OWBWsbXQR*JrH2F`U0K>Ycly%xpxlZ4~vr z2RRwJ88VqqCL3ExPMWfAf64bBgjF+dFeSrR3PuC&2TX?L2gn7p!k)>sW)9`F3{VAd z6^eq7(=d{Yg{&;r1GgOWl*VuB#2BQaHL{04a(|?>;T&EU@da-v59iZ3zV|V7uWE*V z|MMmLW)qG^pDcwD0ZuveldZchygV)T{c3%Ik5)rRF#9*GDsjdiu;K+56VX={UmcFo zQ(g!8c%PakeacB{G6A-LQtNq5*)u+O9kSkfe!>@g)oL^8q-1-XGP3R^U&krVCza45 z5f{A#^wyrj6Q9)(PL^s3PqI-)5PF#nTItoHwYpl&(eTh)=LFrY3e+xSsPDR6brs}n z$hltcnc^- zi*F7-#%aBkBLKn|{p9fA-WVypX-BBPcG^YG);4{I75z!9es< zHI~q}$&;bDVFJ%V-_u>2^RvG$METsZPiXQ0--YkkQD}0vTu5j!)vb!sG9}HmYH?<1 zuHA*s>f}CQW%9~guBm0>`?*in?M<}0ZB2u9G5*YCn3 zt8-e;(^C>fZan;Ngs~nTJ_H5q?K^zb1<$B{;r8Z9aN@}1fjTW0(p8Fv^I%_}_EN^L zQ*o|UMR!UP%&JSYr9S{qfMSnQGn^tF+$RGZMr}-<=k#eeJ<9Mt6b)N9qraamX6{!p zc-{PyMYh=dE!rvO_1tu^fm>ImnAeswaA@5NxLJ%j9FA-f<8u2bqVRmDeVPmVETt`Q zrhja;7oZnr}cG9ci~L=u-y9#!62jhVNY5fhgQVk_J_(y3X+#Z*x7yf(z`gX z2(a_}_M{zfUXfv^_c==U#g$73+$<7B$5|uPj=X&Hwe(PM1>@vX8R~Y@VyZ5ruewe_ zbXhq>^{UJBAzDpKo$`rEBooivQMY``;F}h$c%q8k_#4a6@ZI>-73i0=-ec7P|8Nbc ztr;tIPm;c{Kod=>epokXv=DA3g|Uj3;}NnQZ|$xWE@PMA@p4QzdValRW6XEN&L+uzI68FecmYaL zCL)b$K?^2L1H=YTylMOdk|$1=`L1K6NfO?Ka)=+YclCb|o8`?px!#l@ zjjXa4j{4k`j2j{DFGxN|LN1yONA?uMnBe2>*CJri(6;P2w70pk*~||wE)VH%snAS8 zCTpcFAW>|lBh75@x^^Po=lUVyWk#x~-d6dNb#czPiwJRsjc_2Riw_t-a?p^?q^5sp zFFpv<_>0hYu(|RT^E_^HWkCJ_l4nJZbmDb^NH5m$trn+N;>?P7oY23Xm8kYd0Qi{UG3m&iW32eMIY`tS` zy{}d^xJ=I8wkr0czP5PbijDW@yIBoZv-o6UFB^~`irovzo(6Z3oE=V0!h4hLLpz-P zD?=*T!!CI-Fvo&h2G9EXS^6j_KES&W2Gb#*FLa%cLm1Q%?3Bli8mza`$kiRi2^?Mu z?O!3-%>C%NJF(Scz8w0loO*d;YeH+HXc!bgueu~IFp2i;^i9x{jpn_#n+X(G1nu8B zV^2|%mX;k+`$`@mwJps%Z*aJ_%6(Z%-Q*$MOg)M;OI}H7wLFw^cqN@O^5z7Ke@jBq zJ#LUCt6S1jR6*|+F~x1n3%Uyz+AuLRj^W4ML^Df4t)0WN1Ek4hJZdw<{-(^90WWCM zo~T`36Tq+@Y;C_*PCsoGm^S9FfTy%3N#ZRK{fuH9D~;2yb#<_rEW4RS;121^ZS0_a zbCH2&7S~WVcv{e!t}40NxUNQa;D;11-h_6lDb=L_iyOMg8n)7hcUd%uw_KGo#`A+# zQ)eYSPo}Y{YG&;}C6Uy?TDXVDhEvOeRaPrVYVgNTtv9s=7Ih=TuBBdQrKY0BT+_w5 z>v}i5NKx?=LaPz#p^15*8<2qi;a{xpe>VmKRz-OMgPQLPynx@$j|J`T7BD}ocK)rm z)~y<=W`;|vpM$t~TCjTrxbaI#?opAuuqz6mYno?hc?{w{-k-C5Db4Ztjt zu!rs0Mt?pLF~y2Q^RTrtqdcFslp?KZ{=oCRN-ZPnNQw4Xu!OOE_p}?OAuO@@YASf=;IV75ZHmQwOu<}IhZ_u zQ)5N7ETguSSK3$kC1s#q0hYeJQs1%%jdf5*jx}W<-;MW*t=nQ4)^Qq>ypu-mbuUun z8fx`*OlGp4a=1A>UWY0og)eyx&C& zMcE;J$D)4NU;U#!nv9l&=pE&6{#0L`pZ;FG|89`>A30P33;A3yz&i#Ehoc;-K;JB( zc>Zq=RUqE4%l`j?Llxw!)6EYU;pd0!ha|qX_irrG{!uFbXo|*%_*-m0WX*7PH@?Q6 z|A9jMuN|sTxAs5(qTHrX$3MADp{{-Z@&Rs7f4DlG&C;J?50s7Cua6cgJiq;-s$ z4GaLPiJiWUshOcYx3!%K$5(4eF*_rDz%P(NNK!&l5(MG}9Qfcs3Ks(oI0%G*04W$a z#6ck76a)iOR2~5XQa<1SU?Ic;)s;{5> zK(%w0NAdOToEPX5MMD576mb11+U1jP?Pgaf>w_=EuI_cAaP-zc7e_WtG_ zRTiLq?;m)zf*`>7QFTz~D8A29U@Q>+uW;O%*vzc0#8JCOutPu))E^WK2F44~`YKrk zYvey%{V}PaKReofomFD`fX}40$=PFY_CS2wq2Wg*XFDTf9KfU!iUTnA?ZW`)<%RMx z7&CmO!60D3c=GHTgVi@07=Zu*lN$B;i3UUbP6Mu^yzqW6#|yCf3k|{t2CQU%r9r{` zz>X2W(qLdd81VA=r7n~gj&cqBg$73OqfpIXXb=Pp{(D`3#{YXC5ClJJ{{2>$|BpT( zd~oRR?Lom%z|i;Cx&RG$@BU7M^Zi*40s2D*5D4OT{-A)Ef!X>Ce*o=|dj#bL@&Cae zFBoMi@oQaPz+mDJ8Uip~{62?-vH<<@>!~805?i^%q`X5CrI_ zat?O-fJd&~*{&n1X0Ar4=M)9ws#se)0A|3bH`-Yq1(P$Jy~563iuMlrb`EDxHqag~ N42P9fLP-+me*hU7ZOH%t literal 0 HcmV?d00001 diff --git a/Manuscript/ufGW.bib b/Manuscript/ufGW.bib index 49f9765..6d0c3eb 100644 --- a/Manuscript/ufGW.bib +++ b/Manuscript/ufGW.bib @@ -1,7 +1,7 @@ %% This BibTeX bibliography file was created using BibDesk. %% http://bibdesk.sourceforge.net/ -%% Created for Pierre-Francois Loos at 2022-02-22 14:38:25 +0100 +%% Created for Pierre-Francois Loos at 2022-02-23 11:35:26 +0100 %% Saved with string encoding Unicode (UTF-8) diff --git a/Manuscript/ufGW.tex b/Manuscript/ufGW.tex index 906b3e1..ae9a6f1 100644 --- a/Manuscript/ufGW.tex +++ b/Manuscript/ufGW.tex @@ -178,6 +178,7 @@ In particular, we showed that each branch of the self-energy $\Sigma$ is associa Multiple solution issues in $GW$ appears frequently, \cite{vanSetten_2015,Maggio_2017,Duchemin_2020} especially for orbitals that are energetically far from the Fermi level, such as in core ionized states. \cite{Golze_2018,Golze_2020} In addition to obvious irregularities on potential energy surfaces that hampers the accurate determination of properties such as equilibrium bond lengths and harmonic vibrational frequencies, \cite{Loos_2020e,Berger_2021} one direct consequence of these discontinuities is the difficulty to converge (partially) self-consistent $GW$ calculations as the self-consistent procedure jumps erratically from one solution to the other even if convergence accelerator techniques such as DIIS are employed. \cite{Pulay_1980,Pulay_1982,Veril_2018} +Note in passing that the present issues do not only appear in $GW$ as the $T$-matrix \cite{Romaniello_2012,Zhang_2017,Li_2021b,Loos_2022} and second-order Green's function (or second Born) formalisms \cite{SzaboBook,Casida_1989,Casida_1991,Stefanucci_2013,Ortiz_2013,Phillips_2014,Phillips_2015,Rusakov_2014,Rusakov_2016,Hirata_2015,Hirata_2017} exhibit the same drawbacks. It was shown that these problems can be tamed by using a static Coulomb-hole plus screened-exchange (COHSEX) \cite{Hedin_1965,Hybertsen_1986,Hedin_1999,Bruneval_2006} self-energy \cite{Berger_2021} or by considering a fully self-consistent $GW$ scheme, \cite{Stan_2006,Stan_2009,Rostgaard_2010,Caruso_2012,Caruso_2013,Caruso_2013a,Caruso_2013b,Koval_2014,Wilhelm_2018} where one considers not only the quasiparticle solution but also the satellites at each iteration. \cite{DiSabatino_2021} However, none of these solutions is completely satisfying as a static approximation of the self-energy can induce significant loss in accuracy and fully self-consistent calculations can be quite challenging in terms of implementation and cost. @@ -185,7 +186,7 @@ However, none of these solutions is completely satisfying as a static approximat In the present article, via an upfolding process of the non-linear $GW$ equation, \cite{Bintrim_2021a} we provide further physical insights into the origin of these discontinuities by highlighting, in particular, the role of intruder states. Inspired by regularized electronic structure theories, \cite{Lee_2018a,Evangelista_2014b} these new insights allow us to propose a cheap and efficient regularization scheme in order to avoid these issues. -Here, we consider the one-shot {\GOWO} \cite{Strinati_1980,Hybertsen_1985a,Hybertsen_1986,Godby_1988,Linden_1988,Northrup_1991,Blase_1994,Rohlfing_1995,Shishkin_2007} for the sake of simplicity but the same analysis can be performed in the case of (partially) self-consistent schemes.\cite{Hybertsen_1986,Shishkin_2007,Blase_2011,Faber_2011,Rangel_2016,Gui_2018,Faleev_2004,vanSchilfgaarde_2006,Kotani_2007,Ke_2011,Kaplan_2016} +Here, we consider the one-shot {\GOWO} \cite{Strinati_1980,Hybertsen_1985a,Hybertsen_1986,Godby_1988,Linden_1988,Northrup_1991,Blase_1994,Rohlfing_1995,Shishkin_2007} for the sake of simplicity but the same analysis can be performed in the case of (partially) self-consistent schemes such as ev$GW$, \cite{Hybertsen_1986,Shishkin_2007,Blase_2011,Faber_2011,Rangel_2016} where one updates only the quasiparticle energies or qs$GW$, \cite{Gui_2018,Faleev_2004,vanSchilfgaarde_2006,Kotani_2007,Ke_2011,Kaplan_2016} where both quasiparticle energies and orbitals are updated at each iteration. Moreover, we consider a Hartree-Fock (HF) starting point but it can be straightforwardly extended to a Kohn-Sham starting point. Throughout this article, $p$ and $q$ are general (spatial) orbitals, $i$, $j$, $k$, and $l$ denotes occupied orbitals, $a$, $b$, $c$, and $d$ are vacant orbitals, while $m$ labels single excitations $i \to a$. Atomic units are used throughout. @@ -379,7 +380,7 @@ Therefore, one can conclude that this downfall of $GW$ is a key signature of str % FIGURE 4 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% \begin{figure} -% \includegraphics[width=\linewidth]{fig4} + \includegraphics[width=\linewidth]{fig4} \caption{ \label{fig:H2reg} Difference between regularized and non-regularized quasiparticle energies $\reps{p}{\GW} - \eps{p}{\GW}$ as functions of the internuclear distance $\RHH$ (in \si{\angstrom}) of \ce{H2} at the {\GOWO}@HF/6-31G level. @@ -387,6 +388,18 @@ Therefore, one can conclude that this downfall of $GW$ is a key signature of str \end{figure} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% FIGURE 5 +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{figure} + \includegraphics[width=\linewidth]{fig5} + \caption{ + \label{fig:F2} + Ground-state potential energy surface of \ce{F2} around its equilibrium geometry obtained at various levels of theory with the cc-pVDZ basis set. +} +\end{figure} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + One way to alleviate the issues discussed above and to massively improve the convergence properties of self-consistent $GW$ calculations is to resort to a regularization of the self-energy without altering too much the quasiparticle energies. From a general perspective, a regularized $GW$ self-energy reads @@ -429,18 +442,25 @@ We have found that $\eta = 1$ is a good compromise that does not alter significa To further evidence this, Fig.~\ref{fig:H2reg} reports the difference between regularized and non-regularized quasiparticle energies as functions of $\RHH$. +As a final example, we report in Fig.~\ref{fig:F2} the ground-state potential energy surface of the \ce{F2} molecule obtained at various levels of theory with the cc-pVDZ basis. +In particular, we compute, with and without regularization, the total energy at the Bethe-Salpeter equation (BSE) level \cite{Salpeter_1951,Strinati_1988,Blase_2018,Blase_2020} within the adiabatic connection fluctuation dissipation formalism \cite{Maggio_2016,Holzer_2018b,Loos_2020e} following the same protocol detailed in Ref.~\onlinecite{Loos_2020e}. +These results are compared to high-level coupled-cluster calculations \cite{Purvis_1982,Christiansen_1995b} extracted from the same work. + +As already shown in Ref.~\onlinecite{Loos_2020e}, the potential energy surface of \ce{F2} at the BSE@{\GOWO}@HF (blue curve) is very ``bumpy'' and it is clear that the regularization scheme (black curve) allows to smooth it out without significantly altering the overall accuracy. +Morevoer, while it is extremely challenging to perform self-consistent $GW$ calculations without regularization, it is now straightforward to compute the BSE@ev$GW$@HF potential energy surface. + %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% \section{Concluding remarks} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% In the present article, we have provided mathematical and physical explanations behind the appearance of multiple solutions and discontinuities in various physical quantities computed within the $GW$ approximation. More precisely, we have evidenced that intruder states are the main cause behind these issues and that this downfall of $GW$ is a key signature of strong correlation. A simple and efficient regularization procedure inspired by the similarity renormalization group has been proposed to remove these discontinuities without altering too much the quasiparticle energies. -Note in passing that the present issues do not only appear in $GW$ as the $T$-matrix \cite{Romaniello_2012,Zhang_2017,Li_2021b,Loos_2022} and second-order Green's function (or second Born) formalisms \cite{SzaboBook,Casida_1989,Casida_1991,Stefanucci_2013,Ortiz_2013,Phillips_2014,Phillips_2015,Rusakov_2014,Rusakov_2016,Hirata_2015,Hirata_2017} exhibit the same problems. +Moreover, this regularization of the self-energy significantly speeds up the convergence of (partially) self-consistent $GW$ methods. We hope that these new physical insights and technical developments will broaden the applicability of Green's function methods in the molecular electronic structure community and beyond. %%%%%%%%%%%%%%%%%%%%%%%% \acknowledgements{ -The authors thank Pina Romaniello for insightful discussions. +The authors thank Pina Romaniello and Xavier Blase for insightful discussions. This project has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (Grant agreement No.~863481).} %%%%%%%%%%%%%%%%%%%%%%%% diff --git a/Notebooks/GW_conundrum.nb b/Notebooks/GW_conundrum.nb index 0c98467..12b68cf 100644 --- a/Notebooks/GW_conundrum.nb +++ b/Notebooks/GW_conundrum.nb @@ -10,16 +10,84 @@ NotebookFileLineBreakTest NotebookFileLineBreakTest NotebookDataPosition[ 158, 7] -NotebookDataLength[ 93301, 2602] -NotebookOptionsPosition[ 87431, 2515] -NotebookOutlinePosition[ 87912, 2534] -CellTagsIndexPosition[ 87869, 2531] +NotebookDataLength[ 205048, 4688] +NotebookOptionsPosition[ 197356, 4566] +NotebookOutlinePosition[ 197837, 4585] +CellTagsIndexPosition[ 197794, 4582] WindowFrame->Normal*) (* Beginning of Notebook Content *) Notebook[{ Cell[CellGroupData[{ +Cell["Initialization", "Section", + CellChangeTimes->{{3.777975423676639*^9, 3.777975424355794*^9}, { + 3.778171212629854*^9, + 3.7781712163388643`*^9}},ExpressionUUID->"02be5389-c76a-4857-909d-\ +d9a74db06627"], + +Cell[BoxData[ + RowBox[{ + RowBox[{"HaToeV", "=", "27.21138602"}], ";"}]], "Input", + InitializationCell->True, + CellChangeTimes->{{3.7208031947801647`*^9, 3.7208032000677156`*^9}, { + 3.7208034541742477`*^9, 3.720803455246439*^9}}, + CellLabel->"In[24]:=",ExpressionUUID->"d157845e-0bac-4623-9438-6db32c2b348a"], + +Cell[BoxData[ + RowBox[{ + RowBox[{ + "SetDirectory", "[", "\"\<~/Dropbox/Manuscripts/ufGW/Data\>\"", "]"}], + ";"}]], "Input", + InitializationCell->True, + CellLabel->"In[25]:=",ExpressionUUID->"466164d7-6b9d-472d-8dbb-051b87d2ab0d"], + +Cell[CellGroupData[{ + +Cell[BoxData[{ + RowBox[{"Needs", "[", "\"\\"", "]"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"SetOptions", "[", + RowBox[{"MaTeX", ",", + RowBox[{"\"\\"", "\[Rule]", + RowBox[{ + "{", "\"\<\\\\usepackage{amssymb,amsmath,latexsym,amsfonts,amsthm,\ +mathpazo,xcolor,bm,mhchem}\>\"", "}"}]}]}], "]"}], ";"}]}], "Input", + InitializationCell->True, + CellChangeTimes->{{3.7288240181604652`*^9, 3.728824027007351*^9}, { + 3.733131339213026*^9, 3.733131352923026*^9}}, + CellLabel->"In[26]:=",ExpressionUUID->"1a76bff9-c9eb-4a64-8550-cf38c809ba22"], + +Cell[CellGroupData[{ + +Cell[BoxData["\<\"Ghostscript is not found at /usr/local/bin/gs\"\>"], "Print", + CellLabel-> + "During evaluation of \ +In[26]:=",ExpressionUUID->"cbf42558-605c-438a-8830-4651f2b14404"], + +Cell[BoxData["\<\"Please configure Ghostscript using \ +ConfigureMaTeX[\\\"Ghostscript\\\" -> \\\"path to gs \ +executable\[Ellipsis]\\\"]\"\>"], "Print", + CellLabel-> + "During evaluation of \ +In[26]:=",ExpressionUUID->"01c9b322-7e7d-4570-91fe-d6b16e2d90b3"], + +Cell[BoxData[ + InterpretationBox["\<\"\\!\\(\\*TemplateBox[List[\\\"\\\\\\\"Click \ +here\\\\\\\"\\\", \\\"paclet:MaTeX/tutorial/ConfiguringMaTeX\\\"], \ +\\\"HyperlinkPaclet\\\"]\\) for documentation on configuring MaTeX.\"\>", + StringForm["`` for documentation on configuring MaTeX.", + Hyperlink["Click here", "paclet:MaTeX/tutorial/ConfiguringMaTeX"]], + Editable->False]], "Print", + CellLabel-> + "During evaluation of \ +In[26]:=",ExpressionUUID->"7208cf23-5c42-419a-905c-548f15dd7dda"] +}, Open ]] +}, Open ]] +}, Closed]], + +Cell[CellGroupData[{ + Cell["Numerical data", "Section",ExpressionUUID->"a68e1e90-2158-4da8-9829-76467decd8c9"], Cell[BoxData[ @@ -2511,6 +2579,1989 @@ Cell[BoxData[ CellChangeTimes->{{3.854121286300622*^9, 3.854121308654326*^9}},ExpressionUUID->"920b9a14-7358-437b-8b2d-\ 9af272494adb"] +}, Closed]], + +Cell[CellGroupData[{ + +Cell["PES", "Section",ExpressionUUID->"8a3d16ca-0779-480a-b23d-aa8d77e59793"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"SizeTitle", "=", "20"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"SizeLabel", "=", "20"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"SizeLegend", "=", "20"}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"PlotOptions", "=", + RowBox[{"{", "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Joined", "\[Rule]", "True"}], ",", "\[IndentingNewLine]", + RowBox[{"InterpolationOrder", "\[Rule]", "2"}], ",", + "\[IndentingNewLine]", + RowBox[{"PlotTheme", "\[Rule]", "\"\\""}], ",", + "\[IndentingNewLine]", + RowBox[{"BaseStyle", "\[Rule]", "18"}], ",", "\[IndentingNewLine]", + RowBox[{"ImageSize", "\[Rule]", "500"}], ",", "\[IndentingNewLine]", + RowBox[{"AspectRatio", "\[Rule]", "1"}], ",", "\[IndentingNewLine]", + RowBox[{"GridLines", "\[Rule]", "Automatic"}], ",", + "\[IndentingNewLine]", + RowBox[{"PlotStyle", "\[Rule]", + RowBox[{"{", "\[IndentingNewLine]", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Thickness", "[", "0.01", "]"}], ",", "Orange"}], "}"}], + ",", + RowBox[{"{", + RowBox[{ + RowBox[{"Thickness", "[", "0.01", "]"}], ",", "Red"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"Thickness", "[", "0.01", "]"}], ",", "Blue"}], "}"}], ",", + + RowBox[{"{", + RowBox[{ + RowBox[{"Thickness", "[", "0.01", "]"}], ",", "Black"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"Thickness", "[", "0.01", "]"}], ",", "Gray"}], "}"}]}], + "\[IndentingNewLine]", "}"}]}], ",", "\[IndentingNewLine]", + RowBox[{"PlotMarkers", "->", "None"}]}], "\[IndentingNewLine]", "}"}]}], + ";"}]}], "Input", + InitializationCell->True, + CellLabel-> + "In[199]:=",ExpressionUUID->"d754cecd-0dc1-44bc-aadc-26d9c91dd570"], + +Cell[CellGroupData[{ + +Cell["cc-pVDZ", "Subsection",ExpressionUUID->"14db7a36-714c-4139-a9a1-b9adf8150988"], + +Cell[CellGroupData[{ + +Cell["Loading data", "Subsubsection", + CellChangeTimes->{{3.788078378070216*^9, + 3.7880783810021048`*^9}},ExpressionUUID->"6995328e-6a17-410f-8738-\ +8a1d6809e67a"], + +Cell[BoxData[{ + RowBox[{ + RowBox[{"cc3", "=", + RowBox[{"Import", "[", + RowBox[{"\"\\"", ",", "\"\\""}], "]"}]}], + ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"ccsd", "=", + RowBox[{"Import", "[", + RowBox[{"\"\\"", ",", "\"\\""}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"g0w0", "=", + RowBox[{"Import", "[", + RowBox[{"\"\\"", ",", "\"\\""}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"rg0w0", "=", + RowBox[{"Import", "[", + RowBox[{"\"\\"", ",", "\"\\""}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"revgw", "=", + RowBox[{"Import", "[", + RowBox[{"\"\\"", ",", "\"\\""}], + "]"}]}], ";"}], "\[IndentingNewLine]", + RowBox[{ + RowBox[{"rqsgw", "=", + RowBox[{"Import", "[", + RowBox[{"\"\\"", ",", "\"\\""}], + "]"}]}], ";"}]}], "Input", + CellLabel-> + "In[203]:=",ExpressionUUID->"61300761-bb45-4b64-b105-cf2d5871979f"] +}, Open ]], + +Cell[CellGroupData[{ + +Cell["Ground state", "Subsubsection", + CellChangeTimes->{{3.7880783884469843`*^9, 3.7880783896389627`*^9}, { + 3.7880832682080507`*^9, 3.78808326877501*^9}, {3.788084752046632*^9, + 3.788084752585346*^9}, {3.7882629830715733`*^9, + 3.788262983710948*^9}},ExpressionUUID->"dcd678bb-6dc4-4a3c-9206-\ +61c1204c9bdb"], + +Cell[CellGroupData[{ + +Cell[BoxData[ + RowBox[{"ListPlot", "[", + RowBox[{ + RowBox[{"{", "\[IndentingNewLine]", + RowBox[{"cc3", ",", "ccsd", ",", "g0w0", ",", "rg0w0", ",", "revgw"}], + "\[IndentingNewLine]", "}"}], ",", "\[IndentingNewLine]", + RowBox[{"FrameLabel", "\[Rule]", + RowBox[{"{", "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Style", "[", + RowBox[{ + "\"\<\!\(\*SubscriptBox[\(R\), \(F - F\)]\) (\[Angstrom])\>\"", ",", + RowBox[{"FontSize", "\[Rule]", "SizeLabel"}]}], "]"}], ",", + "\[IndentingNewLine]", + RowBox[{"Style", "[", + RowBox[{ + "\"\<\!\(\*StyleBox[\"E\",FontSlant->\"Italic\"]\)(F-F) (hartree)\>\"", + ",", + RowBox[{"FontSize", "\[Rule]", "SizeLabel"}]}], "]"}]}], "}"}]}], ",", + "\[IndentingNewLine]", + RowBox[{"PlotLegends", "\[Rule]", + RowBox[{"Placed", "[", + RowBox[{ + RowBox[{"{", "\[IndentingNewLine]", + RowBox[{ + RowBox[{"Style", "[", + RowBox[{"\"\\"", ",", + RowBox[{"FontSize", "\[Rule]", "SizeLegend"}]}], "]"}], ",", + "\[IndentingNewLine]", + RowBox[{"Style", "[", + RowBox[{"\"\\"", ",", + RowBox[{"FontSize", "\[Rule]", "SizeLegend"}]}], "]"}], ",", + "\[IndentingNewLine]", + RowBox[{"Style", "[", + RowBox[{ + "\"\\"", ",", + RowBox[{"FontSize", "\[Rule]", "SizeLegend"}]}], "]"}], ",", + "\[IndentingNewLine]", + RowBox[{"Style", "[", + RowBox[{ + "\"\\"", ",", + RowBox[{"FontSize", "\[Rule]", "SizeLegend"}]}], "]"}], ",", + "\[IndentingNewLine]", + RowBox[{"Style", "[", + RowBox[{"\"\\"", ",", + RowBox[{"FontSize", "\[Rule]", "SizeLegend"}]}], "]"}]}], + "\[IndentingNewLine]", "}"}], ",", + RowBox[{"{", + RowBox[{"Right", ",", "Top"}], "}"}]}], "]"}]}], ",", + "\[IndentingNewLine]", + RowBox[{"PlotRange", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"1.1", ",", "1.65"}], "}"}], ",", + RowBox[{"{", + RowBox[{ + RowBox[{"-", "199"}], ",", + RowBox[{"-", "199.125"}]}], "}"}]}], "}"}]}], ",", + "\[IndentingNewLine]", "PlotOptions"}], "\[IndentingNewLine]", + "]"}]], "Input", + CellLabel-> + "In[210]:=",ExpressionUUID->"cd7ca353-7a15-4a03-a45c-503c6b68d417"], + +Cell[BoxData[ + TagBox[ + GraphicsBox[{{{}, {{}, {}, + {RGBColor[1, 0.5, 0], PointSize[0.009166666666666668], Thickness[0.01], + CapForm["Butt"], LineBox[CompressedData[" +1:eJwl13k4VV3bAHA8qBCNSGYKJcmc6SYJCQ2GIkMlZI5MTUiiUk+IiKQokamI +EiGaVAohJRV6UCrO2Wemvnu9n39cv2ufvfbea617WEp7w7bvF+Dj4zPg5+Mj +/2/ZV7P0vk4DH/n7EtAy6OW0WnZiGqaLRiIk0FPpsWER09PgWsqfqIDmttje +fc6ZBssg021riX800+UFaHB7InPEHP170ZBulAgNclTnGjmiP+gXRbxcRIO5 +srmOnuhHzhLVSstpMPNmk1owOitMeTJGhQYRFgsfH0b7nhpc2bmaBoEhbPnT +aLVcMx9VPRqMus6YXUKzZvJyD5vS4GhbitoN9Jiw47u3G2nQHic0ehfNqdux +QM2BBi1xUZEt6NXzKxyOudAgtK2/9zX6+Dz3tB5PGrxx1RT9iJ6+7f5Kw48G +X3UjF4+jk6nK+QmhNCh1L/9FoY1HXLf2RdNA+WV/Pv/XgBaJ2O0XNeNp4JDM +kBNHC9ZcGziRQoPVp4UiZNDLL25UHPiXBo19c3JXoncsNwlYm0MDvtCZDB10 +mW3yneRCGjAdR7zN0aqyKjMfb9GgMK7xrx26KWuJrc4dnJ+fKREu6Jh7u7JS +H9BApNz6vg8Z7whtZKiVBq9qGG+D0E5jQ7r6HTSwEMppjEYHcuSTz3bTwL9Q +80giuuTO3f6vH2gAyTViaWihBZdXG42Q+zUPZqOTlvQmnP9BAzHNnFuFaJXm +ff2jdBrM/mTcLUMPS2xaazKD78exvlCLbhM+mpouSAe2Y6rFI3R7kdDImBgd +BH41tj0j71v03dh8KR1+CfIrdqEjHuukXZSjw1TrQY8P6Lt8Q33fV9BBeIVE +9Aja0GtSxlKLDmu1BsIm0QIfPXdeMqBDyKc3tgz0khidf3+a0+GxDp3vD/k+ +ncBmKxs6qGtZ5QgPB7QIzxeayHWiQ9GbZnGJYbIf/hGbcqODjtQBXym0hKKv ++iYfOvQLQq4C+thOdfP8ADpcyLGsUENrVzs50MLpsLs7vHAtWl3tg4ttHB3M +7r6KMET7Nz1zK0jE8YxcVAH9PUJ6B3WaDia+Ivc2oWttXtlszqCDu8GkqiO6 +3WREv/AyHdIquZEuaBknTznmdTr0vNK/vhtdk2j8x/42HTTTr1TtQ2f2HH5/ +rYYOl3nr8gPRDRvly1kP6SAvRvc/iF7Zqxrn0E6H+sdfFsWi+0+eh6JXdNin +wMs/jn6zw+Mv+x0dlJU3CCejRTacve/4iQ7MjnuOZ9HnneSDir/R4csy1+h0 +9ILjFXLcn3TIOlmaeAnt+Karz4mJ75dgEHUFbWN1NvvGHzpcEp/dWoSeHRjY +zROmYHTN7JJSdHBmk8Y2CQrqhgxaK9HZYQazN6UoWKhU5lKLPhK6sX9GgYJp +yrX7Afn+C2P129Up2OluZtiMjnmncPWWNgW22zxPtpP3M/mZ9seIgkcDdQ9e +oL2fOCU6W1LQQLfr70T/PGhztMyOArgq+akHrW/57hjfdgo2D8q+fI820mUm +u7pT8Kls97VPaKZNxcXyvRQwRfq8h9Hh8ZxSgSAKsmdShcfQRQMfnuyMpKAp +PirrB5l/123jlUcoCL6YJzaFNmfuXih0koIiY14QhS6+P2vhkUaBT8TFGja6 +7YpuzJ2LFFw38R+ZQRfe+FMz5woFodmRPL4R3M9vvVieNyhoOfGAJ4hOlXO2 +rK2gIIdv/ehcdNa5oXSROgo4ErRaMbSX4p9xn0cUfKkeDVmAjjgzsKH+KQWn +1aMWLUF7JlzKm/+GAs3GOTel0KoCRvR9/RS8DMpXX45ul3ho1/CZAj9D3cvy +aPNSxasLxingyr/iKqEzOwPoflMUpCn7b16Bbo3P3NTEpkB6g+BpdfTzxsKc +xfwMKDxWVLcafTv5wsSBeQxQ7t3Yo4Xe/2Hv+paFeN12fGgdmtcglSopw4Bl +788N6KED1ap6g5UZkJak32aIrlXQUG5bxYDZzZ/zjNH9Rckhy3QZ4K91dp8Z +uqemvT7MhAGv16yXsSDPc/qP76kVA7TtJpo3oN1jvtvKbmHA2YQ8Z2v02Kqu +fyOcGTDa4/TeBr058HLv890MMLQStt+MPqO/SUZhPwNOdT4q34IuTHvnGRXC +gM6ouFlH9MUw68KXUQxYst7AbBvaZyjnq9JxBjhLM4J2oIUHOpViTzHgwuK6 +0y7oU95jPp3nGfB0VVy2G/rzweEC1UsMYHuaZ+xCm2TtHjx8lQHps+fjPdDN +jrRlXSV4fRfl44kOLShyU6tmwNrIUANvtM3J8Kxj9xlgYDf71wdty7erp6eF +AaKDhU170VGLPBeuesGAu6t3hfmiXzQcdUroYsBKo5VL/cjvOfXn+gYYEMI/ +t8ofPf1a/JXmMAMSU/6YHiDrb5QokvQd57djXnMg+tF6CbsBGgNkOjT0g9Gj +b++nrOUxoOCU19UQtO6fY0+T/2HC9N+S2VAy/61eQoOiTJA0EN4ajnZY7rFR +ZwkT5mrEZR9ES4tGJqXKMqHjPV9XBFo8/ebjIVUmeFlf+RuJ1qpg8OuvYUJL +qKNyFDra28fyrD6O77xkfTT6e8l/CV/NmECxflnFoE+eSm0x3MSENrehDbFk +PXnWfOcdmbD/0LB+HNpIWMFi1JUJvQ482cPobSWLE4y9mbB0VJ1NnDmk0nLB +nwkrDIOeHUHzlTvxjYUxQdDm8ZmjaEnTJxZmsUzoLJ+/8Rh618O7iZkJTCjg +X8Mgfq4h3TaRyoRIa8WC42jfFIagRToTnGLHzOPRmu8222TnMkHr8ol+YpUF +0mcmr+H83J72T0BbmXi+3lDGBIHbelPEGS4yC3PvMoGeax+eiBb1dnL53cCE +7zEG48R33WZyrduYML6R4XaC7C9Q+pz3kgk/+FKb/2fJR6q0Hrz/9i/5JPL7 +we5A20Ecf5NGNLFIhvedglF8/hvDJ8TnDXzZ1CS+n42M2EkS7x1fwJ7BBMfK +t5uJ5R16U67N4vcJeiQSqzdbvmUJsaDA7kEVsafiymWO4ix4fexHL3Fz+Im9 +xZIsELg2TSd2qnYt58qzAGpezksmz/98nblVjQUJtXFSxPQZP8uStSx4WsyT +JZ4rUpQ2a8iCxSe3yRDbCru932HBAt/tRySI66ZPqJbZsqBJIm6GjC9nGhXG +t40Fou23homdXY7Wu+5igVVMQBuxq1nOTPkeFuzRuF9ArEI9N/8nkAWBHy4d +Im6KEz++K4IF7mfmWBMrdwY0VB1mgfb6OQuIt07304WSWDD9X3YvmS+HEY9V +u8+yICezLotYqpjyvJvJglXgt5W4TPf6+bn5LLg+cUPo/+fbt9GrmAX8mVH3 +yPoYNpuM1ZazYItJrzex9kM1CdF7LDg23C5ITEtW19vTxILs1I3FZL1PKpi7 +1j9hwaU1zubEX1ICouZ3suBEF72b7Jc5zSXp+/pYsP2Qyl5iXjuv7MEQC8Ql +R36Q/daQ69sqMcaC6jqdcOKNZsPv9v9mgbHrot9kv+ZXHfr2kMWCcioxgLhl +ajl9IR8bRDISB8n+ruR7P+s/lw1btBbaEwd8viX0aAEbYl9o15L4mEo7L7Jk +GRvS9n2RIt4w77RYoBIbUmcUokk8WdjfEWrRYINw19QbEm/P7RSnluqw4bqc +80riD4J9L4OM2eAxbBdH4jXmaHdO6wY2rFPofk7iOa96qZuUPRtU3k0uIXa8 +dlU4ZAcb9Pgve5L4T3EML3nswYY9Nweuk/zgeD9lvbQvG8rbbo+S/JE39K0x +JJgNi3ctUCE+1HpmXdshNuT4zfE6ROqJT/Ql6WNsWD95IYvknyeNt36FJLOB +M1H+guQn814lw7ZzbOjz9uCS/GVR9jVcOpsNnQ75asQdJuN5IQVsGK0J20by +3dfT+vcf32SDZEZvTBj6xMUXT6Sq2BAw/voyyY8VHsXtwfU4Xt3OBpI/935+ +UtvazAaf2ag+kl8LFbSyJZ+zYW7jit9BZL5lPwUEvWXDK5q/IHFTb7dmy3s2 +VF8zlST5Oc9eYnjJVzZUPS9SJflb4HhG6oEJNnT4X1kbQOIreLfio2k2CMZr +GJJ8HyYdUrqIywZ3cVsTUg8mHxcH+AtwoEi11HQ/eqRy5HqjCAeq386YkPrh +PKixc9FiDiQtslq/D21mH5MasJwDct+P6JF6U8B7qduswoHDbiVr9qAP/1Rz +l9TkQKH7E1VSn94onuWF6HHgNL13GalfV7IYUk9NOWCsPCDmReqJvX+VvDUH +Kv7rnN2NLrb60hrjwIFxi/pJUg+Hjvo4dbmgtTMG3NEXWGNuq704UFXn3U7q +Z2NN9MdkPxyvW6FiJ6nHd8Q+fAnlYP/QnUnqbcJU6Q7TGA4Ud8TEupJ4Peho +mxPPgYQSCQ9Sn9V1ufVUCgdUZC6bOJN8aVBxfdsFvF9ZSobU89oj/nOrcjhw +v+UUk9T7dQIaE2LXOBgv42+3old0TG8MKuWA7yOzUif0xZ7W5R13ODAqlxxP ++oWj8rkhGg0cUF/cvMMBPVgWY3z6MQfWFfxYQfqLuljPExMdHOBvFmGS/kMk +dbP15h4OZEfJttuR9V8qMFj6kQPe3RMXbNH7PW2uCo9yoPObiSfpXwR8ZP71 +meTAcNUijU1kfeSO3K6nOJCrHUptJPUr6wAlOssBhr9jsxU6/dm3A55CXGC5 +1Jwm/dGt2t+i5fO5kM/N32GJ9tqd8oG1lAvfXETlSD9V86i810KeCz3+f76Z +o29+9J49tZIL+7WjK0n/ZVxTuK1DC++viog2RQdah3WLGHIh7hvdzIRcz3gZ +bwtc4HRxBEn/VpZ7b1eSDRfkok6+NCLf77HG56ETF0Y7M9NJv7fnvU7mlBsX +tn9WczMg+UfiKU3ZB59300JWH53DP3Z8ewAXZFWHvuiS+lSZZRgfzoWonXw3 +dNDWS7tlS2O5cMiqJID0l6KG+VpvE7iw7Fv3am10+GIqmErlgo9Z0i/Sj0aW +DfQvTefCli33q9eQ+ZrZEqaXy4WhhRERmmT/z3XU3XqNC4vOV+uSflb/zaDK +gVIu/GyJpDRI/F9PHku9wwVf4ds1pP/V7n2n+uABFyIbrMPV0Pv8Oj5yWrkg +9clq1Uqyfq5+YvYd+H2hN76qovVu3Kor7+aCSmhgtgq6a3v6B/mPXEgbzLBV +JuvprRh7bYQLZx7IsxVJfHW4/Ks3yQVFIfEbCuiki+sU31NcsG/2cSL9untT +zaq0WS7MH5dkyaL5rQcrtwrzYH+8dj7p72NW3y5fIcEDl+QKcxn0g3BFVVFp +HnzknBuSRr9eYrqUX4kHrMGuI+R8UC71J37OKh6UasVJSpLx4/x85XV5QP+V +VEnOE+/XRz22NuVBtxzNajFaddeqy8esebD5YVvfQpI/+5N/PHHkgdszth85 +j6jXptTJ7+QB1zKdEifx/XstL2UPD/RWn4ufj/Y9c/wBfxAPBJMm55DzTENS +5PTZQzwItqs6J0LqxUfxopXHeRBwvHfBPPK+GVs7u1J4MKvknT4HnXbLKPJc +Og/U9LZICKON6votlfJ4YCvllUnOT9+dzb87F/OgcY3ryn/QJSeDg9UreJAc +o/ec/3/7d+/zvHs8uEaxY/93/rqk8KeyiQcLbhQZ/cXzmdjh4vl7n/CgL1Vv +zh/0+M8pZu0rHvy8enuUnN86aYINJT088Pg+t4uHbkz94mr8gQfLA7a84qLv +ViW9Dv7CA+1l0X0cdJX/Lzn4jweXZpN/k/NgfbWi7Z0fuD5Lj0oRPzsjs6Vt +igd+PjsdWej/A8STdlU= + "]]}, + {RGBColor[1, 0, 0], PointSize[0.009166666666666668], Thickness[0.01], + CapForm["Butt"], LineBox[CompressedData[" +1:eJwd13k4lVsXAHAUFYpkikxRhrrpGlKKRRGpEKLMRKmIUimSSiKkZIhGUxki +Y0hk7pZKRZIhcylNnPOeGX1rf/7x/J7zvufsvfbea6+l4h1o5yvAx8enx8/H +R/4Huc9lDTKngI/8Dfk1cBssy15wpqDy662TgsQ/6umKAjSY23FzSBL9R2JA +94QwDVomjoqqoXv1s4+9kqABc60KVwf9zEGsREWeBndz8vJN0SmBy3+GqNKg +0ny+vC3a51L/yvZVNNgsaWLtjlZPN/JU06OBibjtFn80a/pWeugmGngHZgiE +oseFrD+8M6OB/YH05Gg0p9JeXH0nDaTYhpxk9KqFRTvDd9MgXyVqbRb67ALn ++E43GiwaCzEsRk89dH6tuZ8GZrBEphYdRT1aeO4IDax0nZ6/QBuOOtp+PEmD +5Q1bLLvQYqfskldH0ODll0+3h9FzyzN7LkTjeHOkW36h5ZPNlHuu0iCeN13H +QdvLb/TTTqNB3o+4WMFhv4YCy6jSqAwapBxv1lyMVlumOt2XRwO71Oxby9B1 +KZKWOqU0GLJdPaSODnm8NyXmCQ2Mc9xYOmj7MNroQCMNgq4ZDBuhbcYHdPXb +aHBUquaOJfoQRzEqrgPno/tltT06t7Sse7iXBl+/Vye4oQXFb65aP0oD1w36 +zQfQkZJd5xJ+0CBDxbntKFq1fl/3GB3XI0s9Jww9IrZVe+M0DW7X3rGNQjcL +nYlJnEsHh8DatwnolmzB0XFROnyuiVRJI+PNnjA0lqLD/cqFOzLRx5p04pMV +6LAs9PjuAnQZ38DHiRV0MBGsNipHG7j/lDNdQweJPZ/m1qIF+tz23FhHh+vH +ugpa0JIhOld/GdOh0aFY+w2Zn86h+i0WdLgz65vUhRZaKPg93YYO6kGcrs/D +ZD/MEZ10ooNH/kHWF7SYso/GVk86mBdUsn6hw/doGN/2o0PPsaGPDPTaEpud +tCAc35zx5Bm0hnrvbsvTdBBxaftXcMSv4UDdf053z9MhPzS2SBQ9cUzWnrpM +B4aX+nxJdIXFawur63SYFM80lUe3bBzVz7hJhxvRrL3L0XI2bgrMLDr8btXa +pYkuP284u/0hPv/KUH0tOqkz9FNmOR2y0tX716FrzBQLWU/pIKA9FWiEXtml +dnpnCx3E42+MbEF3X0yA7Nd0eFUip2eFfmvv8pf9gQ7r7oT62KKFN8dVW3+m +w45dVcGO6AQbxcM5XzC+b955uaLFzxYpcH/RwVfDStcbbf32/UcbJh1Whj34 +eQBtsSUu9f4sHRxbv1wJQM/09LjyhChgCM2XCUb7J9Vp7hKjgM9kYcwpdGrg +upkHMhSEBTGGwtFhR8y6p5Uo8E5rUIkk8782XmWnQUF11RGrGHTIB6V7eWsp +ONv+1/kKGd/GX/Gz6yko6Q+2v472aLU572BKge1Im+4N9K+jFmcKtlHgNTh3 ++hZa3/RDOJ8dBZ87VQoz0Ot1mVGOzhS8qFcxu49mWhQlF3pToJw9tyUfHRTB +yRc4TMG38LZVj9DZPb2te4IpULANDisj8Xfc9e1RGAVNS/+WVaKNma6LBS9S +8KE3oKMGnVM9Y+IST8HupPqeZ+jmO7ohpckUmG6hXjShM+7Pls+7Q8HdCZGM +52iDd+4st/sUHLos5NGGjlFwMK0ooiBLaUywHZ1yZSBRuJICy6Kc5Pdod+XZ +b57PKHDVsRTpQh+L7dlc9ZyC3GfaAZ/Qbudu3Fr4loIfXrV1fWg1gfX0fd0U +rFr2e3qA7Dexp9tqBinw/dWiNULGn698T/wbBTe7TCy+kPm1+9H3T1Lw+oOX +3Td0Y0TS1jo2BZwJ9R0/0C9qM9KW8DNAWTZJ7zf6YdS17wcXMMDUNVtkCu3b +672hYTED3Kv2vKejeTUyMdJyDDipWR7FRB9SL+7yX86A2LIyDQ45D0qay5u1 +GJBm51TDI/s1OypgqS4DshZkGs6iO8tbqgI3MuB+99V8vlH8PZuvfM+3MOBB +req8OWjnkAnLZTsYkFHtai+IHtd6f/WYAwNSXxkmzENbHbrZ9cKVAZcYdVUL +0LH6W+WUfBkQvO7rWxF0RvwHtxMBDNibUP5xITo50Dzj1QkGbJpZ8VoM7TmQ +NqxylgFykUYli9FCPe0qpy4xgKbEvbAEfclj3LM9gQGtnS5mUujBoyN31W4w +IOmuNyWN3pji2h96jwGDM8kpsuh6a9rS97kMUA88rSWHPnI320m9hAGBNLFy +ebTFxaCU8GoGVETv0VZAW/Lt7exsYABjjf09RfQJCbfFWi8ZYPDtr4Ay+mXN +GZtz7zG+5e7OKuR5TtWVjz34/rXA+8vRU28WvV49woA/ETpjquiW9eeFIycY +oHU+V3oF+tkGsW09NAZ4JrdvWokee1cdrc3D+D3JdVRH686GP4+aw4SXkzo+ +GiT+je6C/SJM4G4I8tVE75R3MdORZIJGioezFlpWJDgyZhkTHAX4t6xCL0p8 +0DSgxoQL5x2UVqPXFDH49f9hQpGE8x/ikx6epnH6TOh4vLj8H/RE7tdzw0ZM +4BwKO7QGffFSTIPBViYs07khpU3Wk2fOl2DNBGMR3wri9UJKJmOOTHBjjm1d +i96Vu+ScoQcTQunSb4iTBlQbrh1gQqoAb+u/aL5CG77xQCaUqCZWEEtvajUx +OsUEA0aljA5679Oy80nnmHBLyuoY8QtN2ebvMUwYvGjVQuwTzZhrksiE2c3V +C3XRqz9YWaSmM4Fnk2RNrCouG/szkwndD/suEW/Z6PZmcwETrjkmVhJf3y23 +OL2MCSttKz4Ti3jY7P5Tw4SbaWbTxGVO0+nmzUz4ob1ZQo/sL1AZvPUK5y9d +pPR/Sz9To3VivLdHqRGX9XccsuxnwuK3bcrEwtc9Su+OMaE3M1ySOGGdD5v6 +yYTw5jt/yfcbtw3BdgYTBPRWjRAr7uyKzpxhgjd9RS2xRr3pO5YgCzL4E64Q +uymvXGq9iAU17vscieuDLnjnSLOgXPiBNLFNiWMhV5EFsYKO7SQ+woNZTFt1 +FhjbBIcT06f3m+Zqs+Dd+Iwq8Xzh7PgZA/z8LaORxN9SyOmTvQkL4gRdnIgr +py6oFViyoDL2nzGyfgqbTgTy7WKBtUnbQWKH3WeqHPey4Pu8hO9k/R2N0qYL +vVgQNXxqH7Eq9cJ4ziEWqL6J7Sb7p+70orN7j7Ggqa3ZnHh5u19NcSgLPHpV +H5H9ZjvVTReMZMEsr0CceOeoi5ZrHAvuau8NIPtTJodyK0tigemJNS1kPxfo +ZiXMv82CsddaUqv+H2+fWvccFlxaZ+1J9r9B/cbxikIWrC5Lu0/Ox9qn6mIi +j1nwHoS/kPNDi9LQ86pjwenBLEXii0rGjlWtLFBJ9LYj520o2u/EwnYWvHTY +do6cx3n1uYn7PrIgWMspj5xXXguv4MkACxQl4tvU0DXpPo1i4/i8yLev5Hyb +GY188P3DgpMyh2fI+b9dfPzLUxbGQ19qEXHDpDx9MR8bPvh8lSX54hHfp5kD +89lw8cGAAsknfoN5gs/E2aDHnVmmhJ6MTxCWXMqGrx5m0iT/bF5wWfSQChtu +dpcuIPnJZHupYIMmG+Ys28Ym+evFNuVJKR029IyLjpL81jv346vDhmyQ2zjz +cik65ExHWuNmNryUkisi+fBWiZSTzHY2jITsi5dBW2feEwqwZ8NBr54DJH9G +WwflNrmwwaUjDEh+ta6O3iDrw4aaNqslkuT9gS+1Af44fqutoxLo442x/zYf +x893HSkm+brb8+QN2XA2eAw1hYijW2vzfgdEsSGAuWUTye/GXSoGzVfY8D1p +aprkf5OC4SDZVDa8q371RBTdtvHbrYC7bFju23GM3BfDl/Wrmx7geNMENYTR +F5JftsoUs2GRg2/PfHSRS06LfxUbclOnLpH7x3uwtaKxng0PPQvWCpH7RmlN +qvQLNsiXXf04l8R72We/w+/YwIzNPEXus7qujtUNn9hg8mNQWoDMb7vYiOQw +G6gOq1Jy/wmcvR5z8DsbJDePWPzF+5Hu76r8bIoNWesf9M6gA2UD8iW4uD6V +qQen0T+bcvwOCHBgg5wXg4sefTSaVSvMgYrGsrPk/nXo19wjsYQDi4riBNlo +o+0hMX7yHNja/+Myua/v8l7p1qtywMWmU4SBDv2l7iy9mgPWQpvjyP3+VjmO +F6DHAWX+9fNp6DspDJnnmzjwFh5fmESPbT9QrGiO7zc94ZJ6IWfLUGPITg60 +xpgH/UIPnPG0eb+bA+JJe0ZJfXGNNe60yp0D64Zp9hPo2vKTfVH7ObAxWLKJ +1COepaK9Q0c4oLCt7p9x9LnJfPtNIRz47P0rldQvMketLdMiOHCmIWdmFK2h +y62iojnA8Rr1IvVO2bqirF3XOOBgkd88ROqPsAPzi9M4EBvEXD6I/ldA87to +JgcyPrdFfEavaJsyO5zPgeSElb2knkrubJRvK+XA/sgFOr3oM4rpAZo1HJCu +DY4m9Vd/QYjh5SYOrodv70d05Sm3C9/bML6cz1qkXhOOsTK36uSA08znU51o +PymB/vw+Dpj+tm0l9Z2vm8U9oTEOJB5fvvgdWsBT7qrnTw6YX7NzJfWgkULY +wyqKA+6mww9eo6VTDlIiMxzoi26fJPVj4n9fDroJcuHZPjnDl+i8ij8ihQu5 +INTVcuE/Uj+6RveypLhQ2vemrZX0F88Ku0wUudAUoi/Rgn7Q5zFzaSUXNuTz +9pB61bA8Y1fbGi4sCVK+10DqN/PADmEDLti/zh4j9a3h9VcRlsAFVl2UZh26 +IP3x3kgLLgiYPw94Subv8o/nUxsuHPHyLX2C9vqkkzTpxAWTJfuoKvQjsee0 +5Z5cOO1cv47U02n842ft/LggbRB6qgKt+CjFICIInZ/0hNTf5lIdy/JPceFM +iQi3BC1icHvNu3NcsNg5sqGY1O9LKH8qhgsnI2ROF6GDC3q6pRK5IGzxsOoh +idf0jkC9dC4I5txhkHrfYb61rm0mF7xTf+vkkX7hbb/qwXwurFC8G/gA3ZYV +NR5TyoX4XVR+Dnpt1we1J0+40LN1w1AWet/+tj5OIxcWzPpLZJL1c9wvur2N +CwohV03uofXu51UWdnBBpizj0B30e7vEXsU+LlCPMq6R/sTIQ/lU5igXHgdc +LUsn56tt91W9n1xw/e3/jvQzkcn/Kn+iuPB17YaJFLRzXblW/AwXdutTf5PQ +/Ob9j2yFeJDHu7OY9EMhqx4WrhDjwXDkOqVr6CdBymoisjyYflOnkYB+I7lJ +il+FBzM9umvi0YUysxHztHgwkpumHUu+//R+H0VdHjw0+Lma9F+fNpxoMt/E +g72X16y8RPqJvVo3w8158OO2h/xF0j90R/1otebBvmMRohfIeauIrlTcw4Nn +CxI4EeR8/9HmRXvh73vHjZB+zyf27BP+wzxQPhvyXxjpXyODp+KO80DTxS7v +NLq3b1H2yrM8kOTKR4WQ8V63bX8fzYOvzlino+Pz1gdfSeTBzfAwHdJfrq/s +NlW5xYPk+R1iR9ETDsYTDjk8WJ2VJhCIzr3o769RxIP9Vm+FA/6/f71f3HrM +g838JzUOk/7rhtLsozoe1D2PdzmIFg3NWejdyoPem0tySH/77dcks+I1D26E +CwvsR7fT5tbkdvKAeeToCR+Sn2KGHA17ecA6YjlL+uOy4sg3/kM8SA2/etsL +XXzgtwJ85cGnm1ttPdFVJcqWpT94UPM8YKkH+r9YuR3Nkzww5hdku6H/BxGr +b3I= + "]]}, + {RGBColor[0, 0, 1], PointSize[0.009166666666666668], Thickness[0.01], + CapForm["Butt"], LineBox[CompressedData[" +1:eJw12XtYTVsXB2AKIU7oqlJURCGEJBlE6R6lECWVInSTECIkISqSkApFSRTd +UIrcki5OKIUohFBrr7X32ruLbwzn+fYf5zzvU3u11ppj/uacwzjPAMf1Uv36 +9ZuO/6H/J+81e+9f2QX96NOyocx+/9DNz6u6oM33+/UB6NPacbV3a7vAcZLn +lmHodmU3w+z6Lui56jZWAb1orf+p8w1d8PlL82M1dKa4QnCsuQuGt37w0Ear +fPVYtqelC4KTfX7poeN1za5vaesCZaWggBloxbsbZNzbu6Db9k+rMfpSWv1a ++44uUDcbabsQbdIUWTC/swt2cxlXLNHvfXfLGrBdoOZbJnRAH1lS5K7Jd4Hk +tJvxCvTCMOObcj1doBQZHuCO7v/3wRgInK6dtB5d1SBr3ynNgOx5m4LN6NQB +bmdbZBj4WCF6vBUdfkDQVivLAH9N93kY2te5Zkq5HAM2y5oeRKBdwzpDcuUZ +eH97VM5h9ArG5U6aMgM3X784dgLtXiLVF6fGwIOCYWtPowObBLBfk4GRzjU6 +yeijtnr7grUZuJCr+P4S+uaIjFJPXQb8qj4cyUK36Pp2O+ozsC19in4uWjV+ +y+xFBgyUzvtTWohe41AcYGjIgEX8cotSdNsNu6vaRgx4XQt6VIH+Jj31o7wJ +Xi/m7ILn6E02rqoDgAG3OTWFdWi/Qy+dWDMGjLPl9BvQn2+fjmmzYKDft9Vn +39Pff53xpN6agVu/bg38jHbpkJJ6ZM/AshLlLT/QNlzWvHxHBt4uj6rtQt/r +urA93YUBu3ypaTz62sf3eQmuDGS/jz7ah1Z+5Pcr0p0BUa1664CPOB7nzfRC +PRnQO3Z3tiza14c+DFiN8Dk0Em2t8/qiix8DTm7qL5XR117FfbDwZ8By6/vR +GujosCR1o2AGJjpmu+mgP4/6uUo3lAFGHJmshy69cCxROYyBq36bGqehFTV2 +vJIJZ8D68pqRRuj22BvyfAQDrzNWmZuijUUzHNsjGbAN9ty2CC2zTCquIZqB +nEHb06zQjhfG1D6NYUDilfjMAa364aBccRwD0488/OmM9pCf45CZgPe7s3v4 +GrSOidGJpCQGPKaDnif6aoNzTXQyAykuoaYb0DP9feXC0hhYHnPYzB/9qHuT +g186A/tebTMOQbtFeJ1wzWRAx2C+Vhha0mdXY32dgflnP/bsRaeE6MuZ5DJQ +q+TxLBJt9anbXj+fgcbLxVFH0d1L7h9XK2bAdfEvozh0Xvq2atkSBpZyvY2n +0YHdGv/0lDFwv7B9y3m6H6u7dh0VDKQfzRGkoXuPW8c0P2VAOshh0xV0dRV9 +GHjj+7w+G50uZTaspJYBrUCtaXno/dOybK7XM9AWvXxPIXq9y8CjyQ0MaOav +u3cPbR/iVBnTzEBNl9XPcvT8I6eGhLdgPcDwEU/Qs848tfRvYyAx5ZpOFXrG +hd9R7u34/keM16+jn58f8sS+g4F5J3dqv6bvxysNgk4GQDdzeBNdf5+SuQHL +wL2qW98+oL19hhzU5HE+HkgqbEPvW/z7gVwPA6NtXbd/Q19UfYqRIADJeOHE +X2jhkXMLOqUFUFz6rZpBXzEK2tsiI4Cih7mbROjbY61Ka2UFIJxp/6cbPdZC +u7dMTgA7Rt2P7vdpQ9mXK39McuUFYLJmgOxA9DCL92FpygKYP0rjwBD0sbH3 +i+PUMANmDmOGozcbXeQjNAUg87B6xSj0lSNRRsHaAqguWX9bCQ2qAaGeugJ4 +o1Mno4Y2/LIy31FfAOP4EY6a6EO/FrNmBgLINhp/Uhs905A+AtjeOvy5Ln3/ +tnawtpEADnZXivXRV4OUcuVNBFC3d43mNLT/JtlOaRCAe+ADk5noE2lSBqyZ +AKa96LGfg/5HoWdLm4UAFp6WXTUP/eOBKLveWgAnn/9atQA9IYf7UWEvgIlb +MpYtRt99xenlOwqgJ2zGAkt0jjG/Md1FAKO4+PG26L7GnqsJrgLwa3rSfyk6 +q0C6PdJdAP2n1tU7oW/XDNMN9RTA246cCyvQquNVMA8EwCmvW7saneCrk+7i +h+87y1tlLfrdkmltFv4CiE6Z/dwT3fnIRNsoWACTRK+3+6BrP1p46oYKwCXX +XMMPvefcsjTlMAHIV+8v3YLmmNUtMuECWGt3fGUQ2qR9vSYfIQBjgw0dIWib +XQHu7ZECuLh1RNgO9KTsHckN0QI4oxrVfzf637CI5qcxAtDUqdq/F231NVqt +OE4AhrEfevfTeHfFuWYmCOC1e3nwIfTZJPoIYGhs0MdodOiH1IboZAE80+60 +ikGrP7yiHJYmABVV0+xYdNziHBe/dAGIglcOPoWu87qd4JopAK+pZu6J9Pxj +79RbX8fxs5VcP4su2HVf3iRXAO1V+0TJ6NUhFY76+QLod/PV3DT0i6HP4tSK +BXCF47dfRsvCi1rZEgG8S/6ecwWtOLJOrqdMAKlXsz5k0Xjvq7fvqBAAo2g8 +NAd9/PgbzAN8ns8JU3PRPcZvMQ8EYK5Sbnsbff9es2xJrQBaGu54FtLfX/rB ++nq9AOY5HfC/g65mP0YnNwjALUo1sAStltX2NKYZv79tn28ZemHgV5nwFgH8 +VM9f/pC85LuFf5sA1oQXGT2m3zf4GeneLoATSUdGPKPn0e2ssO/A+vbX//Ac +vWK6QBo6BQC9Zy9Vo+/ZCM0MWAHcM290q0NLQsURmjy+D8svw+vRI271lMn1 +CGDQgAe3XqP/bg/6sVC3c7NDI7rSDS8nzYJH5ueWJpqvVYPCW2RYuB0/ZcN7 +9FeboSW1siw8n7X4cwt6XvNwvCALGfGTVraiN+4ZiXnAwuLMd2Wf0UEGipgH +LGTu9NBsRy9jVDAPWHgpnbf1O3roY3XMAxZKlrws6UAnZ43FPGDB37y89xd6 +cKoO5gELLT3hhl1ou4yJmAcsqPjLrhXQ/ZVMxjxgQSnJZx+H9vo8DfOAhdd7 +YhNFaBeFWZgHLEiHyV4To70XGGMesLDox6rybnTsRlPMAxZO1+1624tuOLEQ +84CFP5ODhH/QprfM/dssWAjrNVaUat1QVvKv1fV6axZkFr2ePQC9uguXD3sW +snrNVw9CKwzD8nNkwW1K9P7B6J/aWM4uLEx8mZI9FN0yB6eHKwuDOqIbh6E7 +rXG6ubPAhS0ZIoce44rT15MFSXiDyUj03+2BDwsj+XlB8ujnAXg5PxZMv4Rk +KqLtQ/H2/FnYbbWvTRn9ayc+bjAL1ePWaqmiM8Pw9YWyMDNgpJc6OmIHDkcY +CznTEzM00Nu34vCG4/U2dnaMRUdv2o95wMJ7xTGztdGFHofwBlmINxqzfzxa +yukI5gELa6o7a3XRG82OYx6wMOdtopYe/f2p8ZgH+LyrR22fjD6uchofmAW9 +ZR7VU9E2fygPWDC7FzFxOrq+DS+XzEKsWHqfIbqxEm8vjYXZPiE1s9Arc/Fx +0/H+pf5VmoN2OoOvL5OFmBeaLnPRT/ficFxnYf5T15h56Du+OLy5LFgxB+7N +R09YiuWSz8J1m3OtC9D/GGP5FbOwsT5VahE6SAvLuYSFvcdOjTZHLx1WjnnA +ws+toROX0PsT4nSrYCH/iIWBFTr8I07fpyy8qR0w1Qb94u/+gIWlFrk6duik +IrxcLQvaP2zkHdDvLuPt1bNgf79evBSdirur5AYW6h/YNDiim8Px9TWzkMfd +zFmOPrUZh6OFhfYVA/a4oCtdcXjbsP6+mS9aSeNlheXSzoJn1rb+rnS9OVh+ +HSyknz1ZuBptMRHLuZOFBXdS1rtR/ajQ9MD3N+Ss7Fp0/yE43XgW9kftz/RA +q0i6MQ9wvGatAk901o8/+EGP0njhhd75jvKAg02xI53Wo61q8PZkOPgwLqTO +Bz26HB9XloNDj80tN6Db8/D1yXGwOvxQ4UZ00WUcDnkOPKxma25CR53G4VXm +IFHXee9m9IrDWC5qHPSptL7ZQuMVhuWnycHpMS0TA9DcJixnbQ7cZtkGB6If +u+H00OVghYfu7SB0ggNON30Owi8E/QpGe9P0NeDgzW+9cSGt/98fcOC53Ml2 +G9XveLycEQdqVd8DQtEvlfD2TDgYtKLr6Hb0xcH4uMCBFueTuoPqQ4Kvz4wD +/wyb6zvRCzpwOCw4+OaXkheGlnuPw2vNQYKZ581d6A81WC72HARPOZWxG32j +nPKAg336sxL2oHffojzgoGSe+e5wtF065QEHk9dVrN6LVk+kPODg+Zk8w33o +jsOUBxycbZUbEIG+G0Z5gF7YXEW220x5wEF7yuIT++n53SgPOLj8Y5vtAfQf +O8oDDip1AgccRI+dT3mA42FjWEiumEJ5wMG6tfe9Iymv1CkPOKj2UBh+CH1O +lvKAgysOM26Sa8VYfpEcdOqPto+i8fyK5RyNf497+oX8qB6nRwwHFdkLww6j +D5XjdIvjwHHZgcHRlF/XcfomcGDbGhNH/m9/wEGu5zrFI+jvBykPODhY03uS +fD+A8oCDR5O8hh+lenOlPOAgKCgugixcRHnAwZGMw53klVMoDzgY8czS9Rh6 +IW3/cjmQaqwrJWf33cYBwXp4ra0Rg77wpQhvkIOp5fN3kBWq7+EE5sA3SesF ++Z98nB5lHAxbW6N+nPLsHOUBBxqjzH3JcRGUBxycyzuQTVb1pTzgIGrB0Q7y +GzvKAw5iYqQnn0DvMKI8wHredCqA3KtNecCBoNG0kOwlT3nAwfLGP1Kx6JyB +lAdY3xvfOpLfSVqxALG+jrzIIP9kvuKAcKA/r7GP/Oknbk878H2G97rGUb38 ++I0TmIM/y+beJYd2CLCgOVAoOKEZT8/bKcI84IDJ6o0inxFSHuDzTDvIkv/b +Hwhh2BLt9SfR1sMG4AQRgsWvt43kULXBWDBCsJpwzfEU+vAUPB7JCkHx98ka +cpjZCMwDIVy1TFiaQPnqqoATTgiDDG+8IstuU8ECFIJ+zkf305S38eqYB0JQ +uzO5gzzp1ljMAyHUu8TuSaT3/1oHJ7AQnA8Okz+Dft0zEQtaCBfM0rLJ/SdM +wTwQws04e+skGj/H6ZgHQjgWpNBBloqYhXkghOmfmLizaP6qMU4QIXjXbzE+ +h1YuM8WCEcL3OUNayKsfL8Q8EMJDuUeR59FP7uJxy0wIXSvT9JLRq1KtcMIJ +IUjhQjV5VIgdFqAQFpvdDbqAFsxehnkghM2fePkUtKR9OeaBEL6yLvlk3SMr +cQIL4dbOV86plA+qa7CghfAqMIQji5LWYh4IwfKt4ak0Wl8Ge2EeCGFEgfyM +i63/3x8IYfIAhRqyyy08fvgJ4XzFzE2X0P6/N2MeCMFdtG3QZfQ11UDMAyFs +Pf8mlfzPrK2YB0JovrVqbjrNx/mhOOGEcMa05yXZ1mgnFiCOn/F9vwy0juZu +zAOsh6sX+18hC8MxD4Tw4HBGItn2XgROYCG8aKqcfJXqKeggFrQQJqXJlZNl +laIwD4TwtiFkeSY6IzMa80AI7/ZLvpA3TD6GeSCEWSmpO7Jo/rw5jhNECC0h +s2WuUT19jsM8EEKr9dFY8lLnBMwDIRiNS1HIpvHSTcI8EMInUdBJ8pnVyTjh +8PerpYdfRw9l0jAPhGCcsTyCnPM9A/MAf77Hu5McZZ6NeYDfdzZ0zaH1WCoP +JzBef2p5Kbl+XBHmAf580D8aN9BLLpViHuD9fRi9g9x56BHmgRBmF7dVkf/r +Hwjhfby/+k1a70PqMQ/wfW8u9CFr7G3GPBDCtCX3r5FP/2jDPMD3M+7QDzLc ++Yl5IITXPbITcml9+CHEPBCCXsPS1eTJ4f2W+LcJ4eWt5UfJwVuH4oZNCLUn +lAvIPyoVHtl3CEFrc1ITOfGgJk5gIVRavu0mh6bqLTJghfB4/FulPPQRjdkY ++EJQkU6aTK7tW4gbIiGUtiiZkm0X2mMeiOBOqZMlOe/0KswDEYx5+suBfPeG +J+aBCFjdKGey77GNmAciWPRefRW5aLI/5oEIBv+44Uq+FhuIeSACM/sFf72w +KBDzQASMTPUK8s5L/pgHIlBVWeVEdnb0wzwQQWH4R1tyfYUX5oEInpv4LiYL +Ja6YByJwcvhu/Pd+WAfMA3Sx3xSyVp4Z5oEIKne2a5Bn/N0fiKAg1usf8qft +4zAPRDC6r+nv+5m5bzjmgQi6ypd9JU+0FWGgimBBc0Utuazp/VTWTAQD7GYV +kbunVmxps8CfK1xKJr81v5Jdb43fn/5PBHn12MMY0Pg8GaGe5H2lPnr5jiIo +CmxeSLYcuwgnsAiq4kCTnGs+5mqCqwich6RKqB7uT+W+RLqLwOVN77/kgKbK +8aGe+PzdK//WT4XNBW8fH7xeaO4+8pdx2y+5+Ing8cnry8lS/dw+WfiL4MIF +gS5Z+YvDOKNgvN/EAxKqV916Bw/dUBHk7HH7W7/TKtekKIeJ4POyiGSy4dPQ +9zLhIvgm/3sL2aA6eQwfIYL8hxmm5PHNdWvaI0Vgt+7qMLIiM+p8Q7QIcjsE +b2n+9Mmta3oaI4L366Ovkj/NuqdaHCeC11UbtpHve+lgHoggaVz8QvJ/+wMR +TPAeOJzs90atMTpZBHtPPXhD83XmmGu4gIggLe9ZGlnstwQDVQSxpaqbyPll +nYmumSKwLMo3JG/WuPLG+jqOf8rZbsoHjYN+yia5IlDe9uwB+WnX3BX6+SKY +NscsmrzFVyVRrVgECt8GOJBlP0u9kS0RQXnUyL95c9FPotRTJoK5ChsaKI9m +8n0uHRUi2HN88HlyacyIxOanIjgiZNzJi/QN3lRVicDTVncceaDTVOWSWhFc +NpnYQnlnG/XR5Xq9CH4G7EgiKzy1PJ3cIALTb8p25LWK3q9imkWQeGVQN+Xl +1ABDhfAWEYiyFl8ih78qcPRvE4G7oM6cvMzyV6x7uwhe7Mv5RPl75UljtX2H +CMyd3u4k73XaOQw6RfDAz1mW3PSjysqAxff1RPNvnhfH1h/S5HF8NhiPIauZ +xT6U6xHBJoeLybQe/PfvCzzI7HJVIW+o1J7XKc3DtR/rYmj9WJbWvb1FhocV +aUU9tN6UHIy6VSvLg+x5dx9ydsiTX2VyPDxucqqk9Uo96O6kXHkeDnucmUge +GeblnabMg5Pe5Aha36JO3L8Qp8aDjrFcPa2H+3NrGnADA33HFo4j9304OSpY +m4cP4x9uoPWzR3WYracuD0+kT2XRervHc06koz4PBRNuf6H1eX+BSqmZAQ85 +x7XHkIcoXxfOMESbfLKj9dy2njfQNuKhUfndblr/I+f/8ZM34cF5eP8c2h/c +di67Ig08jFe3/0j7iabR874IzHhYvLhCicwdCZ7QZsHD7Ugve9p/DMz02lBv +zUNoi/5h2q8MD5HLrrDnIXr5mAra3wzt2NZ125GHXx+NpMg9IxLnpLvwcOnw +LjPaD335FByR4MpDlmX7Qdo/VawbUhXpzoOUVvgz2m8lxriqhHri+1cwHUFe +/3d/wEPG2PGraL82oWNygYsfD13msy/T/u6dRo7MEn8eThwM7KL94eG+b65G +wTzsaf53AVnvaMsN3VAe7tl5xNP+sqIibpBKGA/2DYpfaL+69Fqv++BwHqbt +Zk3Ir+frFPMRPHgb95yk/a/D3oGK3yJ5aJeb8ov20/c3pwU3RvNQ+ueQNVlb +hq97FsND2+ChmbQ/32s/xPBOHA9r9AuGkGvNXiVkJeD79T26mfb3Km2rJWeT +eFhwL7qOzgeF1fmuR5N5MBwxdDZ5ZEr3zV1pPByyXJ9I5wst5ym9m9J5mL3+ +HEfnkc5Oa1iTyYOlT/ZScmjw8u2213kotDlzlc4vBY1W6fNysf4U1/bSeefm +BP1nk/OxXh72cyB7ruI/qRfj+LrsSabzUl1QLjOshIfpL+rb6TzFB7jwPWU8 +hE+UmU5udPoq6KjgYdIGhVA6j4WM8f7c/JSHmcd6Cum89l//gIcLp+4L6TzX +vG5c1r1aHjZEuM0gX25etye7noc4x9d+dB4cb3rc4nwDD6qD9VLpvOh5IGPg +sWYe+l9c+ZLOkytuZN3Z1YLPN9azP3lQ+dn1m9qwnvZbTKHzZ0BR6KDV7TwI +ng10ofNpfML8ZOsOHlZyKbvo/Bq4kpk0t5MH9YGKF+h8O6h/fPYklgcQe5fQ ++dflxJjxo3keHtSdaKTzsYd0wsnBPTxcPJ7A0PlZx40Xif7geBqEDiaPuXgz +5Ku0GDoNF4+h8/ajNxMmv5ERw+zRowzpPK7e56rxRFYMtz58sKLzurainU2h +nBg2Rl1ft5Xen3pv3hV5MSwfsSuMzvfzFTc5n1EWQ1iY5Sk6/zv2nZ4RrSaG +148Ub1B/QLlhn3WYphg2M58qqX8QfXFi8iZtMRj1u/nVn/LG7biem64Y5v3e +PZAcPiSPsdfH69230qH+w5/0k9wCAzH8ClRaTP2Jv9sDQzGck271pv6FQm7s +tfFGYojYfuOQH/qSZra7iokYkqt2ZVK/41N4pK0siIGRsnxB/ZDaavVtfWZi +CFdVYHxp/ZELbuiyEMNi+RZl8p0FkaGfrcWw8Oe1+dRPKfB0cWi0F0Po1e0+ +1G/x3PbZ84WjGD4tXnTCG313x4zcchcxHH7wTzH1Zx5tNp1b4CoG73FvW6l/ +s3fZoL4sdzHsXJcuR/46IaYnxVMMj/cHzluH7vezblaCjxhsIk38qP9z8Iv5 +x2g/MdRmh52h/pChi+vsPf5iGGN68bE75dM8uVkBwWIwmJ3HUj9pxBnvd2tD +xTD0TJYW2dTP1cAhTAw5nkeXrkGfzuvUMw0Xg/Lp5eHUj1IK0q2dtF8MljMG +ZVO/6mF6n4biIXxeo9TGVeikpaHKf6LF0D9dS4Z8Nuh48dcYMUTtiplJ/a6K +wUsG1sSJ4dWdlnUr0KOVUiW3E8TQ4al+gvpj5/7uD8RQuXXBPWdaX08aftqd +LIaAn7bfqJ+mIu1f754mhuaahUpkhW+WgZAuhhFqmouc0PPMK/I1MvF5atoC +qB93XLnlck+2GF78iD+/jPLY47xp400xrAia9Iz6dzc1xHtv3xZD5tqrHPX3 +IpyEm44XieFBgZwWeXffyf6+98RwMXStvT06VfPlgvllYrBOSQyj/uCvgpuT +FCrEUDStKMOW1ssKg3vtT7De9MpfUj9xqKUDf/c5Pl9MXp81uuNan398jRjK +T17SJWu5TskN/FcMu0OvWVM/MsuxqdTlDY7X7EpfS6r3hMFnFjeJIePln3Dq +X97Ryp8394MY5G1tYy3oeSUt2UatYlh/8cY56ncqqB9rn/dVDKmvJqUtRsPh +gt9WP8RQ9vlOKvVHS+Z7PHD/jfXz0vOsGToWoj12CcSQe37c8YVUr0emV6aI +xHBwkWgX9VenjF3153m3GEyftHpB6//7BxJo1v1qTv3YsXoTqkwGSMBjfX8t +U/SpC8+99g6WQPXeGbwJeo1b5+PKYRLQ2B72lPq7oT6nuDEjJeBi0xhvjP5c +XPh7h6IEgnvsV1A/+OoK1/ym0RLYcaRJ0QhdCrstLDQk4MWFV1P/eGLwmEtF +WhIwNDWOmEnf/2X6fIauBL6tGzqV+s1c/rvS2/oSOOTF1FM/euWTnj3zp0lg +sFnXtmlU79rnBtfOlEBQ76CRBpRXz4rcNxpLoDzBMGMK2kyypPW3qQQc1oUA +9buXiOaKLc3w/goef6F++JSyuNQQCwlMTtA7PwnNLrdtDLaWwK7elLUT0efz +/S4tspeA5+8J06mfrv2po+/LMgm897s/YgL6yNuXP9Y4S+B3wMY+HfS/F9T9 +0ldK4HSfjoT68z1TK3eWrZbAKyVGmjzoaJNqjrsEMotq1bTQP/OW2vmvk8DI +trKF49DFGZNG9veWgHzSg23U7/9vf4C//+ZVoSb6fyaYDXc= + "]]}, + {GrayLevel[0], PointSize[0.009166666666666668], Thickness[0.01], + CapForm["Butt"], LineBox[CompressedData[" +1:eJw12XtYDd0XB3AKlVBulaQQQghFKC2K0kUlhFLIPVSSkHShi6gIlaQIlagU +lUolhCSEqIiSVDioM3POzDmS31re59cf7/t8njpzZvZe+zt7L2PcPB02y/Tq +1Ws2/of+73BCq2FiYRf0op/mbeW/mMG/RhR1wdQQy7+90b57R+r0L+2COW53 +rPqjzQbP3S4t74J5O4LDh6BXPnbP/1bRBfoXEvPV0dnxOYrvK7tgXI/Cm7Fo +28P9dz6t7gLFo9VfJqPjtGNq7tR0wYnvVR0z0R2qLvqZtV1gXyf4OI+uv87j +zPn6LrCznllpis6QVDCRjV1wzCLxihVarX39skPNXdCnWsfHAX1KxzRrV2sX +lNTXzXZCD7+zTc61owtu7bou2IC+nFK7zlbQBe3HLsVuRxu9Dy0w6eyC1dNL +Z+xGf9zqr6jHdoGC6+/y/ehjFoWuWnwXiIe6mAWhF/rNzVHq7oKxDi2F4eje +/wZKCJFqx8ecQFfXK9p2ygrBYOuqQ3Hoi31czjXLCWGEiUV1EjrgCNNaoygE +4ySnQanorStfTL2nJITEkBizTLSTX6dP7lAhzGO/77iFXiV0LE5RFYKaYHt4 +Mdq1VKYnZqQQ9Hcqxt1De71n4LCWEI771MRXoo/bTA7y1hbC2L5FkS/QOcpp +ZW46QhCPeujzFt2ss/W3g64Q5O+ydh/Q6qd2zTbTE8LqDgvNVvRauyJPfX0h +tCWUNX1Dt95YelXbUAj3SiC2C/1VdtqnoUZCkMy9CTx6h7WTeh8QQtRglaYe +tHvYq+WsqRD8zXbs6ftpW/mXvLioVnMhPH6R262Ibn6b9rjWSgheBV/9hqAd +BTIyD22FsJcb8lMNbS26ZpzvIIS3p6Y6aqFLupL3pToK4czRubfGo69/+ngz +1kkI2fWz+05Bqz50/xnqKoRxR8bbzET3Pm862ddNCHx436Nz0Fu30I8QdNrf +Fpqgrca9veToLoSbFxM+LqLrvYlpMvcQQkLeUokVOsIvQcPQWwgfxzLyy+j+ +h/xYo+MrhIDvEQNXocuSI+NV/YTgN2iInAt6uOb+N3IBQqg9flzkhu44eWMo +HyyEYxvF9dvQc7mZDh2hQjgf65DrgZZbJhNTHyGE/mMvBvigHZJH1VRG4efl +mxb4odWbQpSKYoQgtVTiA9Hrh86xy4jF7/8y/UooepyR4YmEBCG4vDdbfBx9 +tX7li4gknE9DucaTaAOPrUp+KUL4ITtvexz64e8ddu6pQhhk2ihIRLsEbzzh +lCGErV0/tqSgpT1LX1hlCaF7sGddGvqCj66SUa4Qnl5eZ5KJtmz5baubL4Q3 +aXcTc9G/Le5GjywSgvrIE78K0DdT9z5XLBVCfK/nc0vQXr81B3WXC2HZKn+/ +e3Q/lneWCiqEYK51LvcR+k+0VVRjpRB8Vus0PUU/r6YfITTKjJN9iU6VMR1Q +WiOEIM2To96iD0+/Zp1VK4S113dMe4/e7Nj3eFK9EHwzCmY1o219lldFNWJ9 +qe3W/4I2OXZGIaBZCCsk53S+oWedrVzi0SoEDWuDIb/QM5N/hbt2CGH0oPkM +Q78/r/DYVoDXN82v4unzp1T6QacQXrWfP/uHrh+ksliPFUJID7NWpmVb+aYt +CiFavBB2hxWryqGDFv26r9QthLjAzkpF9CX1SowEBvivsV7KaPGxxAWdsgwY +/HJQGo5ON9wd2CzHQGfhi9QR6LzRlmU1igyMtxhgoIkeba79p1yJgfoE+eKx +6Lb0v0a5QxlQyK0w1EEPMP/ol6LKwO3IBVm66MjRd4tiRjLwaYq/+nT0TsNL +fLAWA0dj9gUa0PcdCzf01mYgu3hm4xw0qHv6uukwsOxq1vT5aP221fkOugx4 +OnX4L0SH/VzEmuoxMOBlS/litIE+/TAwbkBStyV9Pk/bW9uQgWJF1em26Ku7 +VXKHGjHw7IW9swPaY4dipyww4LzaKsARfSJFRo81ZWB7qmyCE3rQsO5dreYM +MAX+113R3+9zmbVWDEgj8/Pd0BOyRd8rbBkI1Mm+vQV9541ocr4DA0FhW3Ld +0dlz+e2pjgz8yfh4yQPd09B9NdYJxztGJdIbfa1AtiPUlQEvk0G7fGl8XwzQ +8XVjYPONh4v90Orj1TAPGHjbaqwSgI7dOi7V0Z2BL296NQWjP1hMbzX3wPE6 +kHwxFN350Ejb0JuBmTXDnSPQNZ/M3XR8cbwatgyKQh9KXJai6sfAttiY4pNo +kdC5WS6AAc0+cevOoI06NmvxwQxEjff5E4+2Pujp2hGK8yfRPZOInpS5P6k+ +goHEoFLtC+jXfsGNlVEMGBdPzLyEtmyPGFkUw0Bc2q6paTTfXTFOGbEMZC6O +TM9An0ugHwYC4kPUs9C+TRfrI5KwXs47huWgNR6kq/qlMGC/XOb7LXTMomxH +91QGHErDl9xGv9yYF+uUwcDAd23JxfT8o4trrbIYCMnQ+lmKLjh4d6hRLgMF +ujNn30M7+1Q46OYzcGW95r4K9LP+T2JGFjFgs6Q15zFaEZ7VKJbi+LUc+VyF +Hj74pVJ3OQPVen8GPaf5Dqq1FVTg5/Xs9V+io6PrMA8YmNPib1+L7p77DvOA +gTCLI1vq0HdLGhVLaxgwGtu09x19v32TVVYtA90GAwI/oJ+znyKS6vH6gf0P +N6NHXmutjGpk4LrMu4DP6IVe7XIBzQycLfXb20a2+Gbu0cpAbI5g81f6e70f +oa4dDKS817MX0PPodFbYChgoMllk8Au9agYjC524vhomDRGiS6zFpnosA2pZ +zV9ZtNRXEqzFM+BSuO0Oh1a+1V2u1M1A7u97YVL0v+1BLxaG7BNY/0FXueDl +ZFkImdzRv9dnXK/V/QKa5Vjoo5L/QAbdbt2/tEaRhdNzl/v2RRs3DsQLsqAX +e3+sPHr7ocGYByw0TJR90h+9W2845gELseyw7QPRy4RqmAcsuPCcjDK6/yMN +zAMWDAwy44agk66NxjxgQf3qjHHD0fIXx2EesDBoxdHrquilaRMxD/B+5+RM +Uaf7K52CecCC9oqMdA30xi/TMQ9YWHR1j4YW2nHYLMwDFs7E+B0fg960YC7m +AQv6uyaJtNEnt8/HPMDPGwWtmYCuP7EQ84CFTb8DCiei599a7NFqzoI4a/wQ +XXTpa8usWisW6hx8tkxFO3fh68OWBflv7vl66GEDsPwcWDi6R+HvDPQPbSxn +RxbW/rIzM0A3z8Hl4cRCgIvJ4dnoTitcbq4sdJbW3pmDHuWEy9eNhVvKQzvn +of9tD7aw8HilRHM++qknXs6dhUlR4UsAbeuLt+fBwseC0p0L0T8P4ON6s9Dy +KvG4GTrDD4fPl4XZn8akLkYH78fp8GPh3Se7Igv0vj04vQEs1NSOr7RER+w4 +jHnAgkrx5ZfW6Nvrw/AGWciMefJmKVpm+THMAxZOOcfX2tF8m0ZjHuD9qQ58 +voy+f9opzAMWbB9Nvr8cHa0Whw/MwritnTkr0dZ/KQ9YsJa6nFuFrm3FyyWx +cG7Gy4A16IYqvL0UFtrL0l2d0atz8XFTWZhx6dNcF/Tyszh8GSz4vw9QXoeu +DMTpyGKhwj2wZT26eCtOby4Livafb7ihJ9hjueSzYHf82v5N6EFzsfyK8P41 +3hhvofoci+VcykKt7MburWj7AfcwD1gYvnDF7e00fmJcbhUsrKi9umsHOuAT +Lt9KFmJK12vtQj/7tz9g4Vn3wWoPdEIhXq6GBblTUh8v9IcreHu1LMChRjVv +9EXcXSXVs7C/bEzhHnRjAA5fI47vyiqHvegzO3E6mlloMn3b4YuucsLpbWVh +WNhiv/00X5ZYLh1Y31pqcn50vTlYfgIW9gyyPXEQbT4Ry7mThUvL24ccovpR +o+XBwvOfn2MC0L0VcLnxLPBNZgOC0GrS35gHLIzVkTscjL72/S/+sGBVMZU5 +jD7wgfJABAohCutD0JYv8PbkRNAzU1AZih5xDx9XUQQ6L99MDUd33MThUxLB +EddH0UfRhVdwOoaKYPD70u8R6PA4nF5VEbwxL1l0HL3qKJbLSBE8TbmXEEnz +5YflpyUC7vuzb1Fo0Q4sZ20RrBj/yfAE+pELLg8dEXxd+jvoJDrWDpebrgiy +Nms8iqH1TctXTwRpOxfJnf78//2BCGrd9iw6Q/U7Hi9nKIJZSzIOxaJfqeDt +GYngiUbbzTj0JXl8XBDBqeZJrfFUH1IcPlMRRJ/2GZyAXiDA6TAXQdmsR/PO +oZU+4vRaiWD0Y831ieimF1gutiIotAgIPo++cY/yQAQht1uTk9D+tygPRBCs +4lCYTHmWSnkggrxNj55dQGvEUx6IYOSlhU0X0YKjlAf4++cPBCnoO36UB/j5 +bzbiS/T5nZQHIjizelz3ZXp+F8oDEfw9GNNzBf13KeWBCO6tOPMnFT3ahPJA +BO9bpkjS0BVTKQ9EYD3BuSud8kqD8gDnS0ur7So6UZHyQATTn+2vy0DXSLD8 +QkVwdfq2h9doPtuxnCNE4Gv548Z19MNaXB5RIjivKh+fiQ67h8stRgRqiYV+ +WZRfWbh8Y0UgeN3jlP35//sDEajcf2d4A/0thPJABAmbbQbnoO96Uh6IYE/Z +8nbyCCfKAxGkVncW5aLFZpQHIphyUjviJuXFVMoDEQxSEKy4hV5I279cESw2 +tBqVh87sycMJwXpQN2khJ7cV4g2KoPjW48v5lN/PS3ABi4Dv3b6hgPIiH5dH +uQgi+57XuE15lkh5IML12/aaHBNMeYCfn/I4vBCtvpXyQASO9vPnFKHrllIe +iMDbNfwLeb8h5YEIjCI/nyhG/9GmPBBBdsMywzv0/hpKeSCCZ+av3pOz+1Ie +4Hi83nSohPJE+hkLUATKQQoapTRfwnacEBHMsCm/TW75gdtTgQh6zYmwL6N6 ++f4LF7AI/Mw2tZF9BQwWtAgueiw7cJeet5PDPBCBV5G9Qjn6rJjyQAQ/td3i +yP/tD8Sgkh06+h7aakAfXCBi+LbqTjrZd6Q8FowY3MfITrmPPjoVj0eKYojv +75JF9jNVxjwQw86hT3QfUL46DcMFJ4ZOI4t0suJeNSxAMWiF1GlVUN6e0sA8 +EIPk+4FY8qRbozEPxBC4Z5r8Qxr/t+NwAYshV120j/y2eyIWtBiiPz1rJfee +MBXzQAyqlYW2j2j+HGZgHojB+nl+PlkmeBbmgRimsBUjHqP5q3NxgYjhiIPG +QbJq+XwsGDGMkhE2kJ0fLcQ8EAMnYz67Ev34Dh63TMUwdKXaSfKai5a44MSw +h9/WTh7isxQLUAxDfhgaP0Ezs5dhHohBNDM0miztWIF5IIYRVfYfyTrHVuMC +FkPAzXO6VZQP6muxoMUwXuDmS+YS1mEeiGHQvowycoL8RswDMcxb7tHn6ef/ +7w/EkB6Ua0F2vIXHD3cxrP7rfZTs8Wsn5oEYLF7cfES+ru6FeSAGv04vmWoa +n1l7MA/E8NMty4h8zsQXF5wYrkzY5k22MTyABSiGJKOUNPI4LX/MAzG8SVld +/8/iAMwDMTisiZZ7Rn9fEowLWAzKbqYG5LO7Q7Cg8f5LfFzJiirhmAdisNs6 +PoyclhGBeSCGVxtXXCdvmxKJeYD1k9v7ObmuLhoXiBjWm639Sfb7EoN5IAZG +8fSA51RPK2MxD8Rgo5g2keysk4B5IAbPhbGm5LPOSbjgxLAme70Tub8wBfNA +DAMc5L3I2d/SMA/EEDol8gg5fHEm5oEYKucLzpDPyNzEBSyG2tCJV8i1Ywox +D3C8+yzMJVtcLsM8EINp8awScmfYQ8wDMaSm9XtI/q9/IIaXT249JTf61GIe +iKFCe34NWTOwEfMA6zvv0ity3PdWzAMx9PFv/Wco/oF5IAZbP5mXZI3vYswD +MWy80V1NnhLQy8KjVQwLRr5+RPbe0x83bGJoLQ0tI3+vGvbQViAG+/hheeT4 +EC1cwPi86YHpZN+Lk830WDEc/vnoLPmY5mwMfDGY7/wWTq7pWYgbIpyf0d98 +yDYLbTEPOJg44NE68s24NZgHHMg3pS0h37nhhnnAwRyrfD3y1sjtmAcc3F7a +NYxcOMUD84CDsK9OPM3n9ZNemAccXBklbCAvLPTCPOBA+VtBEfnAZQ/MAw6q +bTPiySsd3DEPOKizfrKHXFuxEfOAg+mfVGzJYqkT5gEH7wadmkC+w9phHnDw +qnbeH6rXsTdNMQ84GKE/+BV55r/9AQe5k4anklv2jcE84CCu0NyXbBA0EPMA +v78pdTF5og2HgcqB3YWZQ8nl7z9OY0050OYEH2l9/Z5WsavVnIPF7bVXye8W +p2fWWnFQ6PnNi+w8+igGNAd+J6cakoPKtkzOd+DgmGXyb1rfS0ab4QLmoOOc +8b/1nrt41NVYJ7yfEPlA8t1porZQVw5O95MxIXu+rxrv68ZB8+hJvylPKqyT +N23ZwoH/60MF5LYx+y47unNwfI22F1mml0uLuQcHM34aTySrttmNMfTmwCum +6iPll06t3XodXw7MzapPk6dXrb2g6sdBvqypBVm/0vejXAAHxa90JZSPes+T +RvHBHDjmRGSQxze+XNsRit933nk1ebhwyPn6CA5Wx6f0JfcobXhfGcVByUXn +XMrjllkl6kUxHBQURjiT724ch3nAgXWTbh/yf/sDDnyHmV6nfHevG9kQkYT1 +tbranmww6jq+QDg4da2KpfeFxN0CA5WDUMX58eT88s54pwwOBh7UnkPeqZle +Z5XFwTTJoTp6/2iGuKsa5XLQFmqzl1zZNW+Vbj5ef8yJweRdW9XiRxZxMPrp +4kx6nyl+kalTLOUg+YjXYvIld6lKdznev5XSB3ofGvA9joIKDraMHruHXBal +HN9YyUFmnww5spmuXl11NQcR3OVz9H7tu3yaamkNBy9OzJhCtgn/5JhVy4HV +Jq+Sf+/nyiVxSfUcSHzWW5PXDd/0JqqRg0/3ejfQ+3yap/6wgGYO/lqt2EwO +eFPg4NHKwTLl1Z20H1i25OdJ1w4OGgYP9COnP254bivgIMFujww5cPmBAdDJ +QeSTYxG0v3j/vdpSj8X1GrhciVx0sjZMi+dA1fvZadqPjDQ9+UCpm4Psi7wK ++b9/X+DhoOKbs7Sf2Valbdwpy+P7zG0EeVnK733NcjwUxKacpf1PaUj4rRpF +Hibkx6iQM30e/yxX4qFKWf807Z80dt+ZlDuUh8tXQweRB/tt3JSiykOef8RR +2m+Fn7ibHDOSB0mkSW/y4dwX9biBgX0NV/bTfq2n6fQQb20eJrqV/KT9XLf6 +ABs3HR6UdUI3kg+5zQl10OVh2sS/b2n/d7hArcxUj4fDmydbkhVUs8Qz9XkY +0NSvmPaPNrW8nrYhDyWN2ZPIoSZ/3Yca8RCaZnyW9pt5K8vTZYGHjcY5fcnv +Rxi3MaY8rElW8Kb9qeiY94RWcx42Vy/5QPvXvhkbt9Va8XD00S4L8kAfpcwK +Wx4qIvfn0P63v2BvV54DD8O1tquRu5Xj56Q64ngegkDaL7e1eAfHOvHQk/67 +lfbTFRsUqkNdeYhNTrIkx0c5qfm68WC6YXwW7b83/9sf8NCv85QSeYJgSoGj +Ow8tVm1etF//oJktZ+HBw9vdWi9pP3+056uToTcPzZtMppMnH2++oePLQ69x +ZtG0/6+oiOmn5sfD3BtTv9P5wP76H1f5AHyefj3m5Lcm44r4YB5+TspLofOE +XWDf4V9Dedgxwv43nTfu7kzxbojA6715uZysLce/fBLFQ8baudfpfBJoq6Bf +HIN/nxPWm1xj+ib2WiwPi2qKHOk8o9bqLD2XwINByatrdN65/Tzf6XgSD4NV +v/2h89DgC79zDqbwkHNEzZ48duXUPztSeRgk45pC56fOTitYm8HDjFPFXXS+ +8vVesc8mi4ehBtMWkgsaLFONc3kobi88QeexnAm6T6bk86CZ5fSBzmtua/gW +jSIeLEKGTia/3J0rHFDKw/Rdn/fS+Y73dOS7y3lo3FpVTue/huXtjKCCB0uf +yv5kn1GbvjRW8nDg1IfldF78r3/Aw7b7CufpPNm4Ycy1khoe1Pss/UznzSuN +Gw5l1vIQvSp9Enn8/Gjz8/U8PChR8zxL93MkrW9kI9anfsotOq+uunGt+GAz +D3tKFnB0nu1379zmHa04H47cXLJnoW8/5w4edGUfHqTz76lYkyQrAa6Xexkl +dD72Wi2cNK+Th46Tqd10fu7X+1TmJJaH7d6FRmTHE6PGj+B5yNzccuAUer1s +7Gn5bhxvd+3bdP4e58Jz3F8efIMPMnQ+H3Upx6ddVgIL54inkR/WTZhSJyeB +VaMubKfzvEaPk+ZjRQncmu57OZrqYfhS69tKEnD2PthI5/8GjT8304dKwLIl +exjZZPiOlWdVJRAUpGxD/QKHnriZESMl0HvpxcPUT1CtD7Ly05LAUwvXwmPo +iEsTk3ZoS6DRy+oH9R8yXaInu+hIYE7lpjHkAIWbQltdCXxYmrWC+hV/U0+L +FuhJoLL3uHDqZ/zbHuhLoOdzZWEY5XHuyevjDSVwiE38Sv2Py1qZrmpGElik +nzSC3BIQaqMIElhxsXoJ9Utqnmvs7TGVQLbR5H1H6P2j5F3fZS4Bu74FV6i/ +Urwg1PeLlQSM/ni+pP5LgZujXYOtBLy0V/+h/ozb3i9uzxwkINjnMZF8Z//M +3HuOEsiV3nQIpPHcOX9egZMEyq6P96f+TuCyfj3XXCWgcvzRFer/tE+I6r7g +JoG8s7HV/uheP17Oit0igeTaUwz1i0LaFn+KcJfA1VYZdbK+o9PsQx5oj8kL +qL800Fhplqe3BC56K2w5gFY+u+nDOl8JnOy8cJz6UfPdnfTs/CRwoONHzj50 +3M3OyfMDJLDGiXlD/SuV3To1kw5LQM88R0r9rQepPZrDw3A8r4/TIifY+6r+ +jZBAxXF7Mx963++OLmqPksCRL/pbqT9WIW/R90UMzlfR82PUPxuhclGaFyuB +9n5jsnejE//tDyQQ+XzyS+q3mZ3Wb/FPksBEZQHjSXkh61HrmoLj83STCnnY +1yVekCoBq96xc6hfZ7y4Il8zQwLPc/ydqJ8Xrdp8pTsTf/9upP9OyuP15+c3 +5Eig9JB3EvX/cjQlgXl5eP3EoDJ3dPBy8Y7oQgkcm2neRP1C/57TvbeWSKDN +7MHfbeiLWq8WmJTj/b/gtMg/C3ImDauQQHDtZ6B+47YKvZKOxxJ4sDx8HfUj ++y+x4+88lUC3TUvAZrTgeo/HqRcSsFneeJ76l2OdpuZ6vZbAa8nawo3oaw7v +yxzrJBCzYNNL6ndGxMqfXfReAkd1hO0bqL7G5hvPa8L1ld2vm/qjxtLmTMPP +Ehj+NmUgeZhGZIdxuwRuJD3QoH4qHC34ZfldAgF9d05ypfe1yfr7rr8kEDIw +UZ/6rychYv1BRgL38+2N1lK9HptRdYGTgGFP5ALq104dvebv098SaG6zM3P6 +/P/+gRQeeCaYUX939OQJ1UZ9pNB4dvvC1egzyU83BspLQdet3Jj6wWtdOh9V +DZBC7tOkWY6Uz1vOiEYNloLHm95TqH/8pej2r/3DpeAWKNBagb66yin//Qgp +RD1xGUz95jLwNzfXlMLPWyt7OaAneo+6XDhWCmEmtQJ7+vzP+U9n6khh5faG +t9S/FuV/KMvTlYKTweYyW/Tqx92HTKZLIe7CvsvU71bWTpSvMZCCwnXlMBvK +qyeFrtvnSiHPcfoW6o+bSi0+/5ovBUi7ZGWFtuDmSZaYSmFVkv486qdPLY+5 +6GMuBanRZ4MlaHaFTYO3lRQmH86dR/338/nul81spdDumWxtTvnXIuhpWyaF +aX2vbaV+/bF3r76vXSmF3qa10YvQr5M13FNXS2HDhFH3qL/fPa3qQLmzFGxv +hvSYUl4ff6+e7SqFR1/6W5B/3LRf6rFBClXlN87Rvw8UpU0a3HuTFJzN9kgW +fP7//kAK+3at3Ej+H5QkZvE= + "]]}, + {GrayLevel[0.5], PointSize[0.009166666666666668], Thickness[0.01], + CapForm["Butt"], LineBox[CompressedData[" +1:eJw12XtYDd0XB3CEUog3KV3RlSivELosQlEpQhJCLqWSJCFJoVQUoQhFCKWk +KIUUSkklSReiJApRzcw5Z86R/NbyPr/zB8/nSXNm9l77O3sv49y2O24e0K9f +PxP8g/6ua1/kXJXdA/3o0+JRlHlM7fGEHPQCF9lB6C52ZNeY/B7Y8uKQ+zB0 +wC5VPdmCHrjZ05ejiJ43ctZWSVEPlN97IVBHryj1zPlW3APP1L/p6qJvnbkt +966sB5K0XBYZou0Pynq/qOiBJc9V185Ax2vFVj+o7oFCs9EbLdAdSmuN02t7 +oPjmlDVWdP11PqcvNPSA22ivhfboVHExe6ypB+KDSvSc0Mrt65fub+mBTR9A +shZ9Us8yY1tbD5SZvi3cjFZ84CHt2tEDJadP79mGvpJcu86+swdcvvpo70Kb +vgvLtejugYhZW58GoT+4B8kZcT1gF3ZoxWF0lHWeqybfA2kVBW+PoucGzrot +34vPI6+87BS6/9+BY2CS/clH59AVDXL23VIMOEZMUr+MvjRw7bkWaQaGP/ri +k4oOPsS2Vcsx4NZVdOc22n3Fy8mP5RmwV3vw/R7aJbDbP0uBgdfz34wuRK9k +nO4nKzHQ7SE//RnatWBAX6wqAykRW60q0b7vWDioyQBz5ZNNLfqo3cQQPy0G +6u7vt3yHvj3i2iM3PQaWVZpMbkW36Ln/cjRgwOPdSLmvaJWT22bMM2Jg1Ge5 +pi70Gof87cbGDDh/07kkRLdlLr6hZcLAZjlr59/or1KGHxVMGfD0cBo08KNH +kZeti8pAYGBL/+XXZdGe4TXLOEsGVteBxUj057vx0W1WDFi3jylXQrfUXSut +tWFg8rRWGw20U+eAASX2DMgWnC3SRtsK0sxyHBn4GGpuYIB+2JO0O8WJgVsH +q6P+Rd/8+CE7zoWBnYVLm03QSiWeP8NcGZg687G+Bbr/BcuJAW4MdHRquM9H +u2+hDwPx7z3P2aBttOsuO3kyYC6b8mQJXe9NbLOVDwNv/SqbndCRgQlqJn4M ++Cm19ayh+//nxyq9AAb68R28G/pR0rEzSoEMRIxq4jzQihp73kgHMyCzreCz +D7rjRKYCH8rAgf7RL/zRs0RTHTvCGOh6ZXMtEC29dEBsQyQDKz8Id4WgHZPU +q8uiGcjVjZ0djlZpPiyfH4v1cnMMdxS9XmGmQ2ocA65eJy7HorVNTY4nJDBw +zV2w4Az6RsOKl5GJ+P1XpZsvoKf5uMsHJjOQrB3ucxld8svLwTMFx+urL3cd +vTZ043GXVAaCmFLfDLSkb/FLmwwGCuHop2z0RX8DedMsBma/um+Xh17U+sve +IIeBzmtO6QXoX9aFMar5OF5FrgOeorNTdlXJFTDwR+O1fRna95fG8N4iBtY8 +vhNbSfez6MHizmIGeq73e1GD/h1jE91Uht9Xky+pR1dV0IeBZ3Obx75Hpwyw +HFpQzcBgga95K/rglDTbjFq8306fJe3ozU6DjiY24HrTb1zVibb3X1Ye3cTA +6BuZq3rQFlGnhwS3MDDDm3EQoqefLVvo08bACf9ks1/oqUldR1w7GNB+/FCz +Xyv+/MKQUvtOBn4unS8eiLY4OXowdON60535fAjaPmT0AiMOv2/O2ePD0Zu2 +DDmsyeP4Jm6yU0CHzO96It/LgB0k/lFCX1Ypw0hgYaqOZaoaWhh1fk63FAuB +y34tGoe+brLjQIs0Cw5Vvq066LtjFz2qlmPhVtxlv4nosVZav4vkWTifekJi +iP5y/Y9plgILirKmgcbooVYfApOVWFC7l9xjgj42tjA/VhV//3bxejO0t8ll +PlSThZfCK6Vz6Puijpj4abGwLxJ0F6BBZXuAmx4LOR5nghahjb845zga4P2d +vlm+GB3+cz5nacRC1dCgEY7oacb0YeHmKxl7J/r9u1p+WiYsKH1aesgFfWPH +6CwFUxaGz1152xXt4yXXLQUsnPyu/MYNfTx5gBFnycLl1vieLejho3q3tVmx +MEf31SAv9PcnovRaGxa8c0tHbkfr3hJ8L7ZnQftUoOJO9IM3gok5jiy4P/w6 +Yjf61ix+a4oTCyZTFQfuQ/c19t6Ic2HhNNf7MxidlivVEebKQpBU8quDNL4v +h+oFuLHAuPZPD0er6ChjHrDADdYIjkLHuWunOHmy8OfloYUx6PfWU9qsfFiI +jCmUO4nuLjHVMvHD61u+Ko1DV3+0ctMLYGFcZ15QAnr/+aXJSoEsGB4NmJiI +FjCrW6SDWSjQlH11CW3asVmTD2WhInWn71W07b7trh1hLKybcEfmBnpC+p7E +hkgWfJPKEm6iXweGNpVFsyA15K5WJnpRe6RqfiwLylt3Xcum+e6JdUmNYyHj +0dDxuehzCfRhoXhIYHw+OqD5UkNkIgtrbAqkCtBqT68rBSazsCukbmsROnb+ +LSfPFBbk00vKnqJfbbwb55LKwsTKqLGl9Pxj79faZLDw7JPOjnJ07r5CBdMs +Ftq64u9Xolf7Fzsa5OA7p+d9bzW6UvZ5rGo+zm+HxKQWLQeV1XIFLFi++eFV +j1Yc+Uq+t4iFTfdyz76l+Q6pte8sZmHw8RWP3qNjYuoxD1iYtKa8qQXdO+st +5gEL1RqK3Cd04cMmuYJqrOfwrIHt9P1Lmm0yalnoN19V/hu6ivsYmdjAwkYn +R4UfaNW0trLoJhbEBU4ju9Fzfdulg1tYeByoP4QlW3+z8mlj4cGxUomA/r3R +jzDXDha+scZfeHoeve5i+04WFt7e9uIXeuW/rBR0s9D42D+tD/3QVmhpxLFw +QX/Rof6fMD8DxKGaPNZ727cVA9Ej7vQWyffi9QWrxkuj/24P+nEwek18xxB0 ++Vq8nBQHl5Uu3RiK9q4YHNwizYGb/m43eXS7rWxBtRwHy2NUR/+DNmsahhfk +IGBR9NNR6K37R2IecFCxqsJTCb3DSBHzgIMVhQ1yKuiljDLmAQcjArOvqaFl +n6lhHnDQF7nKVBOdmDYW84ADta7K5+PQMpe0MQ848EmVd9RGL76mj3nAAZOn +UatL91cwCfOAgxvqvxwmoDd+noJ5wEFs/dUSA7TTqOmYBxzsnX9kuiF605xZ +mAccGD0ZdmkK+sRWc8wDDu4smTnIGN1wfC7mAQeDugdvno42v7PAp82KA+1L +ewtN0AWvF2XU2nAwcsOJUbPRq3vw9WHPwYuptpvM0KOGYvk5cuComHbLAv1D +C8vZiYNUmQx2DrplJi4PFw4qhy43nofutsHl5srBo3EXty1Aq7vg8nXjYJ91 +zGVr9N/twRYOZILH1SxCv9iOl/PkYEOJc68t2j4Ab8+Hg0j1aePs0T/34uP6 +cRAcfmfOEnRqIA5fAAdz+9W7OKJD9+B0BHLwKipp+3L07p04vcEc/Ksre8AJ +Hel1EPOAg7U1YyKd0ffWh+MNcuB0vDLaBT1gWRTmAQfqa3Wi19B8W8ZgHnCQ +ZTruiCt9v+FJzAMORhk83rceHaMcjw/MwXyDQV5uaNs/lAd4P2Y/lm9C17bh +5RI5UB5XP2sLurEcby+ZgzcXxqp4oJ2z8HFTsL4ynwu2opedxeFL5eCPc02F +F7rsAE5HBgfeCbMvbkPfd8fpzeKg0HfAtu1o3SVYLjkc8B8mzNiBHj4Lyy+f +A8W22xI/qs/xWM4FHIwJOXPfH71k6GPMAw4G3Hm/K4DGT4jLrZiDl0GHJu1B +B3/E5VvGweH3ER/2oiv/7g+wXt/8OLoPnZCHl6vm4MLG7Gn70e+v4u3V4v1G +1DUEoy/h7iqxgQObBS57QtBNwTh8TVifZ80VDqJPe+N0tHAQfTAk9RCtRxec +3jYOoqS0TMNovhZhuXRwsFVVpyycrjcTy68T67k8fEkE2kofy7mbg7fyC2sj +qX6UaXlw4Nnpsewouv8QXG48By3rvlYeQytLfmEecGDm+XxeDDrt+x/8cLBf +bkjOcfTe95QHAgiZKhkXi170Em9PWgBjq35GnUSPeYyPKycAtw9fuk6hO7Jx ++OQFABtbl8Sh867idCgI4OGajxnx6CPxOL1KAqgr/zT4LHplBJaLqgCOZ3xd +nUDzFYjlpymAjoFs+jm0wAvLWUsA76v/iM+jn63F5aEnAP+RI+YlouMccLkZ +CCDlmVZEEq1vWr5GAgjonv384qf/7w8E0B6zYnAy1a8OXs5EAFzyTriMrhmN +t2cqgEsT4vyvoC/L4OOCADp17qdcpfqQ4PBZCqA2vrUmBT2nE6fDSgBrg4b3 +XkPLf8DptRHAwTrzcTfQzS+xXOwFYJ3ia5mKznxMeSCAtI5r69LQQXcoD9CX +WvbcpDxLoTwQgE2lekw6Wu0M5YEAInxcL2agOyMoDwSw6fDl9FvoB4GUBwJo +Hv4tJ5N+35vyQAD7LgY9uE3Pv5byQAC5pckFWeg/iykPBHD6yKqH2eixFpQH +AlBovnLvDrp4MuWBAIyrQjLvUl6pUR4IQLC8+0oO+rwc5YEAnHcyp3PR1WIs +vzB8/glHDt6j+WzHco4UgNTuW9556JJaXB7R+DxrPJblo8Mf43KLFcC0xrsz +7lN+ZeDyjRNAwY9Tox98+v/+QABfEwax5G+HKQ/w/t8PqXiILtxOeSAAnfxL +yQVUby6UB3i9SeU7H6GF8ygPBPBlRrhlIeXFZMoDAcxurB1WhJ5L278sARgq +5L4hp/fdxQkRwNO2Ceceo5O+5OENCkCyeMrqJ5TfVQ9xAQugxv658lPKixxc +HkUCsG3nasgx5ykPBOCudCeyGB0bSnkgAK1mKfMStIo75QHWg0V7J7l+MeWB +AByunk94ht5jQnkggDUH1s0rRf/WojzA+n059Rt5owLlgQAmxSnGlKFvDaI8 +EAD7UtroOeWJ5BMWoABEB4ZUkn8w7TghAjBJUfEoR7f+wO1pJ44fmPZ7QfXy +vQsXsAB2OXjFkQM6WSxoAfjWpulV0PN2izAPBHCjSpxLPiukPMD1beE8r/LT +//cHQqgf/6yCbDN0IC4QITwPmresiq6nKoMFI4RfttV15IjJeDySE4LXCe+V +L9GBliMwD4Qw2kb5DXmJyyhccEIYsPe1QzVabpcyFqAQDNSTSsmpJ9UwD4Rw +asYes1foCXfGYh4IYWbJhlvkmDptXMBCUHvuol6DruvVx4IWgpnlxkhyf93J +mAdCuDBlH0Me7vgv5gH+/unLzq9p/YdOxzwQgsK2xgdk/sYsXCBCCFZyUqtF +KxWZY8EI4UWXfSB59bO5mAf4fIKnb8ilD/C4ZSmE4RNzDN+gV11ahAtOCFLH +xoeR//FfjAUohEbVoY1kdsZSzAMhxDXumFiHlnQsxzwQwr8ly/aS9aKccQEL +IfNDVgk5SGUNFrQQRugek69HixLWYR4IwfF8qxM5QWYj5oEQ9ljknCf/tz8Q +Qqj8wA9kpzt4/PAUgvfwl+oNaJ8ub8wDIcwyHb2afFPFF/NACB1xjXHk4dN3 +Yh4IIVBjTBX5nEUALjgh/KytlWpE25nsxQIUwoL8oSZkbc0gzAMhHHhR5P7X +wmDMAyGck+uJ+/vvH4biAhZCwt7Ex+SzOw5jQeP9Kj77RpYbfQTzQAimzZ4j +36KvpUZiHgihpe7odLLHpGOYB0Lw6NVfSa6vj8EFIoTcmB0B5MDPsZgHQsiu +OH2KvGRFHOaBEJxzT94ir9ZLwDwQQqqtVyn57OpEXHBCuH5M4wNZlknGPBDC +kr3pDPnWt2uYB0JIGak46B3l2YJ0zAP0CmdF8ukB2biAcfwXBGiRa8flYR4I +Ia3Fx4hsfeUR5oEQMvQsZ5G7w0swD4SwVqV7Dvm//oEQ8vL2WJGb/GsxD4Tw +aEDTIrLGgSbMAyH48mNsyfHf2zAPhFCdMNWGDPd/YB4IoeGLjjVZ7bsQ80AI +Mc3sXPKk4H7WPm04X4cuzCb77ZTFDZsQel9r/kv+Xj6qxL5TCHdf7tchnzms +iQtYCGN25yqRAy5NnGfECUG//Lk0OUpjBga+ENrK7glofKr75uKGSAg2O0M+ +ku3m2mMeiMD1udYLcnb8KswDEVhVlmeTH2S6YR6IQD806SzZ/dhWzAMRyH5O +CiLnTfLBPBBBO//ClXzzhC/mgQiePtQB8tw8X8wDESRMSVcn773ig3kggu3L +10moflY4emIeiAD04Q25tngj5oEIhqXb3iILJS6YByKoaz4cRn7AOWAeiCDp +6TcX8vhsS8wDEbit3G9Invp3fyAC7fNm/citu8dhHoigNUa/mtbDtJBhmAci +uDB1bhJZ306EgSqC5eHhnuSidx8MOUsRyETx08i/DIu3tVmJ4L75md+0Ht8u +uJ5eayMCj2S3YvLqsREY0CIYleMSSQ55tGVijqMIHuw5YEdeOHYeLmARrO+s +HkbOWqB+I85FBP1GOFRSPhQaCr6EueLzfBJHkbe/K9cJcBPBTPdXVuRi26RN +W7aIoPrcm37kL+N2X3HyFIGa7MR8yqMB/da2WvmIoGoOs52s9MVhnImfCL5Z +GOqQ9Wod1usFiMB34IcGyrsp5WsuKgXifMf2P0o2Lgv4IB0sgrufz5qSjaoS +1flQEfj1v/qN8lSn6dWajjARnGsbf5asyPxzoSFSBAbHFeeT++Q3vCuLFoFO +/6CflM+t0x+q5MeKIHy20xly4UZtzAMRLDW9akH+b3+AP5fa0kb571mv2hiZ +KILxp85HkKep38QXiAj0vs03IIs9rTFQRRAn41ZB75Ocou4zLqki8P7JeJG9 +Na7X22SI4OZ50RCyxmFPJdMsETiO8L1G76eyntkrDXJEsMluzVzyNnflM6r5 +Ivjg8PAtvd/kPg+olysQQZHKCT/yZU/J6N4iEQzNqJchT+P7nDqL8eeDTyXS ++/JR9IgzTWUiaNJ7MoU8z8CovqIC62/E5if0vh20zFCpoBrr+eI5R7LdkY9O +GbUi2Hwn9CO9r0eVLYxPbBBBjZ3KdvI6xU1voptEcMRr0y963xtuNx4V3CKC +g/Lrw8nBb3IdfdpEUDJz2Ajy0oU/T7h2iMC+3ess7ReulzZW2XeKYJxqkCb5 +wLK9Q6FbBLNrzVNov/Hue8UiI04E5//JmkDOP1EbrsmLYH7dm3Tan6hanngq +3yuCaZrphuT//n+BB88fxpm0v/Eo1zLrluLh65xthuSlyb92t0jzcHuMczrt +hwoOH7lTLcdD4W5On5zuX/qzSJ6HUastr9J+Sm3HgwlZCjxkPp2rQR4ZuHFT +shIPp7OYeNp/HTlemBSrykOR9orh5INZLxtwAwPT1Lcepv1bX/Opf/y0ePh5 +zlBM+7telaF2bno8dCemeJP3u80MczTgYbZu1QfaDx7MVX5kacRDufENB/IQ +pQzhVGMerjwzLqT9pF0tb6RlwsMD16OTyWEWfzwVTHkYFvT8HO0/764oui4F +PJzR+DmY/G6M2RfWkodVVuIdtF8VRPnptlnxsIz99o72s4NSN3rU2vAQpvN0 +PnmYv3x6sT0PbFNoOu1/ZTt39dx15CF+jJ4CuXfEmZkpTjz4vcveQ/vnL61+ +oXEuPESM13lP++viDUMqwlx5qPu5fw75TLSLcoAbD6vnFFym/fjmv/sDHsYo +fZIi63ZOynXy5GHEzq6NtH9/r3FL2tqHB8vlrU9ofx/R99XFxI+H1PsPxpIn +Hm3J1Avgwebavv10Higujh2sHMiDttL4RjovLLn521UmGMd/WKYxuc5CO58P +5SEkYnw0nS8cDgxS/BrGw4DIoM90/ij0TvZrjOTh0fACM7KWNP/qeTTVR9tJ +Oq8csB9ifD+Wh/epPe10nqm2fBOXFof3V/jZlKzctlpyLoGH5lVFMXT+uVeV +43I0kYdJ9uda6Hw08uKv2/uSeTjve+xf8vgVk397pfBg+Dg+lM5T3d02sCaV +h3bIr6bzVoDf8t12GTwUd7Ia5NzGRSlmWTyUlFp50/nstq7B80k5PHyrzsqj +85vbKr5VLZ8HY5npA8mvdmQxQwt4SN5WbU/nPX67E99bhOPR//BZOg82Lmtn +O4txPTxx+Hgd7a++6XNTGV4/23gC+b/+AQ9Pq4186TzZtGFc2sNqHr6ozc+l +8+bVpg3702vx/s/4/qLzqI55jNWFBh4SIAfIboeuDTrWxIP+6H8O0fl1ZWba +/X0tOH4qR0rofDv48bnNXm085CweJU3enhcweHUHD1m38q3pPHwyziLRppOH +GvPdRy6hfZ2ZCbO7eVD+ZfeMzs+D+59Mn8DhfH6ZPZDsdFxdZwzPw/B+c+fS +eXu9VNwpmV5cz9br9tN5XHstLxL9wfotiMu7gFa/fNu/XUoMJ9u6GDq/l9Tr +TqqXFkMe7J1EVutz0SiVE8OQl/9upvO+luJi23vyYjh8ckwi9QMa1X5nX1cQ +g27UlFrqF1goeq04qySGnpwAWbJjX/zUSFUxdCh2whl6nzWE2ARqikE67YQ/ +9RsiL+snemmJwcFv0w3qR6SvjZm4Vk8MRT7u705TXg7JZuwNxLDmYsIw8p+U +U4I5RmIYO/CXBfUz/m4PjMUgn3h0O/U7RmWduKljIgZ9T9uL1A+5opnuqmwq +Bg+v2VUn6H0WHGYnB2KoueTcS/2T6iq1XX2WYtgie20C2Vver6HHSgxaN8Y7 +Ub/l/pywgM82YpALrAqNpvpzc3JotBeDWkhqOvVn3HZ9dqt0FMPy+3fqqH/z +YM/UrMdOOH76P/5E0Xh6m8/OdRHD/Bcr9MkHlg7uS3MVgyT5hwP1f9p1o3sv +uomhMf1uAPWH+v14NT1uixhav6ddOII+/GXBx0hPMazerfiE+knGTi4z9vuI +Idx9Vjv1m4aZyU/f7ieGzQ9HDyWPOLvp/boAMfC7MqYcRpt7uhg5BIphzunf +y6lfFZ/dPdE8WAymStJ7qZ81eode9YSDYvja9/xCKPppSp+GYrgY7Gytiqj/ +lbAkQOlPpBg29u77dIDe9zti8tujxTD5H6/B5GIZ60EvY8WQfkxhAvXPxoy+ +JLkbJ4Zmr1221F87/3d/IIbizBPbguj9esq4NShRDOucNx+nfpyylE+tazL+ +/mb2diDN39eFvpAihlv1s2uof2e2oDhHI1UMm26ZstTfi1FqudqbLoaqrwIF +suz6C+aNt8XwPXLrtN2UBxriA3fviqEgJn459QdDlwm9YvLEYMkH+e9CB/Wd +6u/+UAxBz9ROUz/xkmbNHIsirA/xrjs70T9zb08YVSwG2diIGuo/ehQbPewo +FYNr9PIe6k/KLnTgH7wQg/vPRnly580+n5Mv8Xmz/kzypTxzmZzl+1oMIW/S +ram/meb47pFTPY7nqo/rfKje42TOzn+H9WCeuOtvP3R8jtnsZny+0JYIb3pe +SUu6ySd8fp2bCdQ/HaV2rMOsXQzaE39f90RDRG7Xou9ieBJTd4f6rQUW65+4 +donh2DKTAurHnoDI9ftYMRzYo1nsTvUa9W/5RZEYLvyOKaP+7eSxq/68+CWG +T61h5Zs//b9/IIEV+gPLqd87dqJuhelACTCVQ0o3ok8nvdh4QEYCea/jH1N/ +eM3a7mflQyVwY9bN/A2Uz1tOC9RHSuDJH6tM6id/zr/XtUdRAtK6npfXoW+s +dMl5N0YCAemjTlH/+REEWVlpSED+lFXoWrS+n/qVvPESqGn840396s8/zV9M +1ZNAUcgcp9X0fs55/+iugQTqj8iYU3/bubR3v8UUCSh3rRy3iupd67xM9TQJ +HM41lKJ+uNrzPNetsySg8uFYK/XLLSXWn7rMJbC5aO6zFWhr0WzxQksJ/Lyn +lkP99clFsZf8rSRwt1g9cxmaW27X6Gcjgftf5t+lfvyFHM8r8+wl8Fv9ZPFS +yr/Wzr4vSyVwwHNQC/Xvo97WfF+zQgJzKpIGk18nqXmmOEsA5rnOdED3Gpbv +LVotgaCX83ZR/3/w0Xcqt1wlIPJ1KFiM/pG9ZLHPBglk6oWOIOdfmzCy/yYJ +pLINPnaf/r8/kEBzrVMD/X/C/wAHOYY/ + "]]}}, {{}, {}}}, InsetBox[ + TemplateBox[{ + StyleBox["\"CC3\"", FontSize -> 20, StripOnInput -> False], + StyleBox["\"CCSD\"", FontSize -> 20, StripOnInput -> False], + StyleBox[ + "\"BSE@\\!\\(\\*SubscriptBox[\\(G\\), \ +\\(0\\)]\\)\\!\\(\\*SubscriptBox[\\(W\\), \\(0\\)]\\)@HF\"", FontSize -> 20, + StripOnInput -> False], + StyleBox[ + "\"BSE@\\!\\(\\*SubscriptBox[\\(G\\), \ +\\(0\\)]\\)\\!\\(\\*SubscriptBox[\\(W\\), \\(0\\)]\\)@HF (\[Eta]=1)\"", + FontSize -> 20, StripOnInput -> False], + StyleBox[ + "\"BSE@evGW@HF (\[Eta]=1)\"", FontSize -> 20, StripOnInput -> False]}, + "PointLegend", + DisplayFunction->(FormBox[ + StyleBox[ + StyleBox[ + PaneBox[ + TagBox[ + GridBox[{{ + TagBox[ + GridBox[{{ + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + RGBColor[1, 0.5, 0]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + RGBColor[1, 0.5, 0]], {}}}, AspectRatio -> Full, + ImageSize -> {20, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + RGBColor[1, 0, 0]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + RGBColor[1, 0, 0]], {}}}, AspectRatio -> Full, + ImageSize -> {20, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #2}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + RGBColor[0, 0, 1]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + RGBColor[0, 0, 1]], {}}}, AspectRatio -> Full, + ImageSize -> {20, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #3}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + GrayLevel[0]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + GrayLevel[0]], {}}}, AspectRatio -> Full, + ImageSize -> {20, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #4}, { + GraphicsBox[{{ + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + GrayLevel[0.5]], { + LineBox[{{0, 10}, {20, 10}}]}}, { + Directive[ + EdgeForm[ + Directive[ + Opacity[0.3], + GrayLevel[0]]], + PointSize[0.5], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.18], + GrayLevel[0.5]], {}}}, AspectRatio -> Full, + ImageSize -> {20, 10}, PlotRangePadding -> None, + ImagePadding -> Automatic, + BaselinePosition -> (Scaled[0.1] -> Baseline)], #5}}, + 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 -> "Times"}, Background -> Automatic, StripOnInput -> + False], TraditionalForm]& ), + Editable->True, + InterpretationFunction:>(RowBox[{"PointLegend", "[", + RowBox[{ + RowBox[{"{", + RowBox[{ + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.009166666666666668`", "]"}], + ",", + RowBox[{"CapForm", "[", "\"Butt\"", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"Thickness", "[", "0.01`", "]"}], ",", + + TemplateBox[<|"color" -> RGBColor[1, 0.5, 0]|>, + "RGBColorSwatchTemplate"]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.009166666666666668`", "]"}], + ",", + RowBox[{"CapForm", "[", "\"Butt\"", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"Thickness", "[", "0.01`", "]"}], ",", + + TemplateBox[<|"color" -> RGBColor[1, 0, 0]|>, + "RGBColorSwatchTemplate"]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.009166666666666668`", "]"}], + ",", + RowBox[{"CapForm", "[", "\"Butt\"", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"Thickness", "[", "0.01`", "]"}], ",", + + TemplateBox[<|"color" -> RGBColor[0, 0, 1]|>, + "RGBColorSwatchTemplate"]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.009166666666666668`", "]"}], + ",", + RowBox[{"CapForm", "[", "\"Butt\"", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"Thickness", "[", "0.01`", "]"}], ",", + + TemplateBox[<|"color" -> GrayLevel[0]|>, + "GrayLevelColorSwatchTemplate"]}], "]"}], ",", + RowBox[{"Directive", "[", + RowBox[{ + RowBox[{"PointSize", "[", "0.009166666666666668`", "]"}], + ",", + RowBox[{"CapForm", "[", "\"Butt\"", "]"}], ",", + RowBox[{"AbsoluteThickness", "[", "1.6`", "]"}], ",", + RowBox[{"Thickness", "[", "0.01`", "]"}], ",", + + TemplateBox[<|"color" -> GrayLevel[0.5]|>, + "GrayLevelColorSwatchTemplate"]}], "]"}]}], "}"}], ",", + RowBox[{"{", + RowBox[{#, ",", #2, ",", #3, ",", #4, ",", #5}], "}"}], ",", + RowBox[{"LegendMarkers", "\[Rule]", + RowBox[{"{", + RowBox[{ + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}], ",", + RowBox[{"{", + RowBox[{"False", ",", "Automatic"}], "}"}]}], "}"}]}], ",", + RowBox[{"Joined", "\[Rule]", + RowBox[{"{", + + RowBox[{ + "True", ",", "True", ",", "True", ",", "True", ",", "True"}], + "}"}]}], ",", + RowBox[{"LabelStyle", "\[Rule]", + RowBox[{"{", + RowBox[{"FontFamily", "\[Rule]", "\"Times\""}], "}"}]}], ",", + RowBox[{"LegendLayout", "\[Rule]", "\"Column\""}]}], "]"}]& )], + Scaled[{0.99, 0.99}], ImageScaled[{1, 1}], + BaseStyle->{FontSize -> Larger}, + FormatType->StandardForm]}, + AspectRatio->1, + Axes->{False, False}, + AxesLabel->{None, None}, + AxesOrigin->{1.1000000000000025`, -199.00000000000045`}, + BaseStyle->18, + DisplayFunction->Identity, + Frame->{{True, True}, {True, True}}, + FrameLabel->{{ + FormBox[ + StyleBox[ + "\"\\!\\(\\*StyleBox[\\\"E\\\",FontSlant->\\\"Italic\\\"]\\)(F-F) \ +(hartree)\"", FontSize -> 20, StripOnInput -> False], TraditionalForm], + None}, { + FormBox[ + StyleBox[ + "\"\\!\\(\\*SubscriptBox[\\(R\\), \\(F - F\\)]\\) (\[Angstrom])\"", + FontSize -> 20, StripOnInput -> False], TraditionalForm], None}}, + FrameStyle->Automatic, + FrameTicks->{{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines->{Automatic, Automatic}, + GridLinesStyle->Directive[ + GrayLevel[0.5, 0.4]], + ImageSize->500, + LabelStyle->{FontFamily -> "Times"}, + Method->{ + "OptimizePlotMarkers" -> True, "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + Identity[ + Part[#, 1]], + Identity[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + Identity[ + Part[#, 1]], + Identity[ + Part[#, 2]]}& )}}, + PlotRange->{{1.1, 1.65}, {-199., -199.125}}, + PlotRangeClipping->True, + PlotRangePadding->{{0, 0}, {0, 0}}, + Ticks->{Automatic, Automatic}], + InterpretTemplate[Legended[ + Graphics[{{}, {{{}, {}, { + Hue[0.67, 0.6, 0.6], + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + RGBColor[1, 0.5, 0]], + Line[CompressedData[" +1:eJwl13k4VV3bAHA8qBCNSGYKJcmc6SYJCQ2GIkMlZI5MTUiiUk+IiKQokamI +EiGaVAohJRV6UCrO2Wemvnu9n39cv2ufvfbea617WEp7w7bvF+Dj4zPg5+Mj +/2/ZV7P0vk4DH/n7EtAy6OW0WnZiGqaLRiIk0FPpsWER09PgWsqfqIDmttje +fc6ZBssg021riX800+UFaHB7InPEHP170ZBulAgNclTnGjmiP+gXRbxcRIO5 +srmOnuhHzhLVSstpMPNmk1owOitMeTJGhQYRFgsfH0b7nhpc2bmaBoEhbPnT +aLVcMx9VPRqMus6YXUKzZvJyD5vS4GhbitoN9Jiw47u3G2nQHic0ehfNqdux +QM2BBi1xUZEt6NXzKxyOudAgtK2/9zX6+Dz3tB5PGrxx1RT9iJ6+7f5Kw48G +X3UjF4+jk6nK+QmhNCh1L/9FoY1HXLf2RdNA+WV/Pv/XgBaJ2O0XNeNp4JDM +kBNHC9ZcGziRQoPVp4UiZNDLL25UHPiXBo19c3JXoncsNwlYm0MDvtCZDB10 +mW3yneRCGjAdR7zN0aqyKjMfb9GgMK7xrx26KWuJrc4dnJ+fKREu6Jh7u7JS +H9BApNz6vg8Z7whtZKiVBq9qGG+D0E5jQ7r6HTSwEMppjEYHcuSTz3bTwL9Q +80giuuTO3f6vH2gAyTViaWihBZdXG42Q+zUPZqOTlvQmnP9BAzHNnFuFaJXm +ff2jdBrM/mTcLUMPS2xaazKD78exvlCLbhM+mpouSAe2Y6rFI3R7kdDImBgd +BH41tj0j71v03dh8KR1+CfIrdqEjHuukXZSjw1TrQY8P6Lt8Q33fV9BBeIVE +9Aja0GtSxlKLDmu1BsIm0QIfPXdeMqBDyKc3tgz0khidf3+a0+GxDp3vD/k+ +ncBmKxs6qGtZ5QgPB7QIzxeayHWiQ9GbZnGJYbIf/hGbcqODjtQBXym0hKKv ++iYfOvQLQq4C+thOdfP8ADpcyLGsUENrVzs50MLpsLs7vHAtWl3tg4ttHB3M +7r6KMET7Nz1zK0jE8YxcVAH9PUJ6B3WaDia+Ivc2oWttXtlszqCDu8GkqiO6 +3WREv/AyHdIquZEuaBknTznmdTr0vNK/vhtdk2j8x/42HTTTr1TtQ2f2HH5/ +rYYOl3nr8gPRDRvly1kP6SAvRvc/iF7Zqxrn0E6H+sdfFsWi+0+eh6JXdNin +wMs/jn6zw+Mv+x0dlJU3CCejRTacve/4iQ7MjnuOZ9HnneSDir/R4csy1+h0 +9ILjFXLcn3TIOlmaeAnt+Karz4mJ75dgEHUFbWN1NvvGHzpcEp/dWoSeHRjY +zROmYHTN7JJSdHBmk8Y2CQrqhgxaK9HZYQazN6UoWKhU5lKLPhK6sX9GgYJp +yrX7Afn+C2P129Up2OluZtiMjnmncPWWNgW22zxPtpP3M/mZ9seIgkcDdQ9e +oL2fOCU6W1LQQLfr70T/PGhztMyOArgq+akHrW/57hjfdgo2D8q+fI820mUm +u7pT8Kls97VPaKZNxcXyvRQwRfq8h9Hh8ZxSgSAKsmdShcfQRQMfnuyMpKAp +PirrB5l/123jlUcoCL6YJzaFNmfuXih0koIiY14QhS6+P2vhkUaBT8TFGja6 +7YpuzJ2LFFw38R+ZQRfe+FMz5woFodmRPL4R3M9vvVieNyhoOfGAJ4hOlXO2 +rK2gIIdv/ehcdNa5oXSROgo4ErRaMbSX4p9xn0cUfKkeDVmAjjgzsKH+KQWn +1aMWLUF7JlzKm/+GAs3GOTel0KoCRvR9/RS8DMpXX45ul3ho1/CZAj9D3cvy +aPNSxasLxingyr/iKqEzOwPoflMUpCn7b16Bbo3P3NTEpkB6g+BpdfTzxsKc +xfwMKDxWVLcafTv5wsSBeQxQ7t3Yo4Xe/2Hv+paFeN12fGgdmtcglSopw4Bl +788N6KED1ap6g5UZkJak32aIrlXQUG5bxYDZzZ/zjNH9Rckhy3QZ4K91dp8Z +uqemvT7MhAGv16yXsSDPc/qP76kVA7TtJpo3oN1jvtvKbmHA2YQ8Z2v02Kqu +fyOcGTDa4/TeBr058HLv890MMLQStt+MPqO/SUZhPwNOdT4q34IuTHvnGRXC +gM6ouFlH9MUw68KXUQxYst7AbBvaZyjnq9JxBjhLM4J2oIUHOpViTzHgwuK6 +0y7oU95jPp3nGfB0VVy2G/rzweEC1UsMYHuaZ+xCm2TtHjx8lQHps+fjPdDN +jrRlXSV4fRfl44kOLShyU6tmwNrIUANvtM3J8Kxj9xlgYDf71wdty7erp6eF +AaKDhU170VGLPBeuesGAu6t3hfmiXzQcdUroYsBKo5VL/cjvOfXn+gYYEMI/ +t8ofPf1a/JXmMAMSU/6YHiDrb5QokvQd57djXnMg+tF6CbsBGgNkOjT0g9Gj +b++nrOUxoOCU19UQtO6fY0+T/2HC9N+S2VAy/61eQoOiTJA0EN4ajnZY7rFR +ZwkT5mrEZR9ES4tGJqXKMqHjPV9XBFo8/ebjIVUmeFlf+RuJ1qpg8OuvYUJL +qKNyFDra28fyrD6O77xkfTT6e8l/CV/NmECxflnFoE+eSm0x3MSENrehDbFk +PXnWfOcdmbD/0LB+HNpIWMFi1JUJvQ482cPobSWLE4y9mbB0VJ1NnDmk0nLB +nwkrDIOeHUHzlTvxjYUxQdDm8ZmjaEnTJxZmsUzoLJ+/8Rh618O7iZkJTCjg +X8Mgfq4h3TaRyoRIa8WC42jfFIagRToTnGLHzOPRmu8222TnMkHr8ol+YpUF +0mcmr+H83J72T0BbmXi+3lDGBIHbelPEGS4yC3PvMoGeax+eiBb1dnL53cCE +7zEG48R33WZyrduYML6R4XaC7C9Q+pz3kgk/+FKb/2fJR6q0Hrz/9i/5JPL7 +we5A20Ecf5NGNLFIhvedglF8/hvDJ8TnDXzZ1CS+n42M2EkS7x1fwJ7BBMfK +t5uJ5R16U67N4vcJeiQSqzdbvmUJsaDA7kEVsafiymWO4ix4fexHL3Fz+Im9 +xZIsELg2TSd2qnYt58qzAGpezksmz/98nblVjQUJtXFSxPQZP8uStSx4WsyT +JZ4rUpQ2a8iCxSe3yRDbCru932HBAt/tRySI66ZPqJbZsqBJIm6GjC9nGhXG +t40Fou23homdXY7Wu+5igVVMQBuxq1nOTPkeFuzRuF9ArEI9N/8nkAWBHy4d +Im6KEz++K4IF7mfmWBMrdwY0VB1mgfb6OQuIt07304WSWDD9X3YvmS+HEY9V +u8+yICezLotYqpjyvJvJglXgt5W4TPf6+bn5LLg+cUPo/+fbt9GrmAX8mVH3 +yPoYNpuM1ZazYItJrzex9kM1CdF7LDg23C5ITEtW19vTxILs1I3FZL1PKpi7 +1j9hwaU1zubEX1ICouZ3suBEF72b7Jc5zSXp+/pYsP2Qyl5iXjuv7MEQC8Ql +R36Q/daQ69sqMcaC6jqdcOKNZsPv9v9mgbHrot9kv+ZXHfr2kMWCcioxgLhl +ajl9IR8bRDISB8n+ruR7P+s/lw1btBbaEwd8viX0aAEbYl9o15L4mEo7L7Jk +GRvS9n2RIt4w77RYoBIbUmcUokk8WdjfEWrRYINw19QbEm/P7RSnluqw4bqc +80riD4J9L4OM2eAxbBdH4jXmaHdO6wY2rFPofk7iOa96qZuUPRtU3k0uIXa8 +dlU4ZAcb9Pgve5L4T3EML3nswYY9Nweuk/zgeD9lvbQvG8rbbo+S/JE39K0x +JJgNi3ctUCE+1HpmXdshNuT4zfE6ROqJT/Ql6WNsWD95IYvknyeNt36FJLOB +M1H+guQn814lw7ZzbOjz9uCS/GVR9jVcOpsNnQ75asQdJuN5IQVsGK0J20by +3dfT+vcf32SDZEZvTBj6xMUXT6Sq2BAw/voyyY8VHsXtwfU4Xt3OBpI/935+ +UtvazAaf2ag+kl8LFbSyJZ+zYW7jit9BZL5lPwUEvWXDK5q/IHFTb7dmy3s2 +VF8zlST5Oc9eYnjJVzZUPS9SJflb4HhG6oEJNnT4X1kbQOIreLfio2k2CMZr +GJJ8HyYdUrqIywZ3cVsTUg8mHxcH+AtwoEi11HQ/eqRy5HqjCAeq386YkPrh +PKixc9FiDiQtslq/D21mH5MasJwDct+P6JF6U8B7qduswoHDbiVr9qAP/1Rz +l9TkQKH7E1VSn94onuWF6HHgNL13GalfV7IYUk9NOWCsPCDmReqJvX+VvDUH +Kv7rnN2NLrb60hrjwIFxi/pJUg+Hjvo4dbmgtTMG3NEXWGNuq704UFXn3U7q +Z2NN9MdkPxyvW6FiJ6nHd8Q+fAnlYP/QnUnqbcJU6Q7TGA4Ud8TEupJ4Peho +mxPPgYQSCQ9Sn9V1ufVUCgdUZC6bOJN8aVBxfdsFvF9ZSobU89oj/nOrcjhw +v+UUk9T7dQIaE2LXOBgv42+3old0TG8MKuWA7yOzUif0xZ7W5R13ODAqlxxP ++oWj8rkhGg0cUF/cvMMBPVgWY3z6MQfWFfxYQfqLuljPExMdHOBvFmGS/kMk +dbP15h4OZEfJttuR9V8qMFj6kQPe3RMXbNH7PW2uCo9yoPObiSfpXwR8ZP71 +meTAcNUijU1kfeSO3K6nOJCrHUptJPUr6wAlOssBhr9jsxU6/dm3A55CXGC5 +1Jwm/dGt2t+i5fO5kM/N32GJ9tqd8oG1lAvfXETlSD9V86i810KeCz3+f76Z +o29+9J49tZIL+7WjK0n/ZVxTuK1DC++viog2RQdah3WLGHIh7hvdzIRcz3gZ +bwtc4HRxBEn/VpZ7b1eSDRfkok6+NCLf77HG56ETF0Y7M9NJv7fnvU7mlBsX +tn9WczMg+UfiKU3ZB59300JWH53DP3Z8ewAXZFWHvuiS+lSZZRgfzoWonXw3 +dNDWS7tlS2O5cMiqJID0l6KG+VpvE7iw7Fv3am10+GIqmErlgo9Z0i/Sj0aW +DfQvTefCli33q9eQ+ZrZEqaXy4WhhRERmmT/z3XU3XqNC4vOV+uSflb/zaDK +gVIu/GyJpDRI/F9PHku9wwVf4ds1pP/V7n2n+uABFyIbrMPV0Pv8Oj5yWrkg +9clq1Uqyfq5+YvYd+H2hN76qovVu3Kor7+aCSmhgtgq6a3v6B/mPXEgbzLBV +JuvprRh7bYQLZx7IsxVJfHW4/Ks3yQVFIfEbCuiki+sU31NcsG/2cSL9untT +zaq0WS7MH5dkyaL5rQcrtwrzYH+8dj7p72NW3y5fIcEDl+QKcxn0g3BFVVFp +HnzknBuSRr9eYrqUX4kHrMGuI+R8UC71J37OKh6UasVJSpLx4/x85XV5QP+V +VEnOE+/XRz22NuVBtxzNajFaddeqy8esebD5YVvfQpI/+5N/PHHkgdszth85 +j6jXptTJ7+QB1zKdEifx/XstL2UPD/RWn4ufj/Y9c/wBfxAPBJMm55DzTENS +5PTZQzwItqs6J0LqxUfxopXHeRBwvHfBPPK+GVs7u1J4MKvknT4HnXbLKPJc +Og/U9LZICKON6votlfJ4YCvllUnOT9+dzb87F/OgcY3ryn/QJSeDg9UreJAc +o/ec/3/7d+/zvHs8uEaxY/93/rqk8KeyiQcLbhQZ/cXzmdjh4vl7n/CgL1Vv +zh/0+M8pZu0rHvy8enuUnN86aYINJT088Pg+t4uHbkz94mr8gQfLA7a84qLv +ViW9Dv7CA+1l0X0cdJX/Lzn4jweXZpN/k/NgfbWi7Z0fuD5Lj0oRPzsjs6Vt +igd+PjsdWej/A8STdlU= + "]]}, { + Hue[0.9060679774997897, 0.6, 0.6], + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + RGBColor[1, 0, 0]], + Line[CompressedData[" +1:eJwd13k4lVsXAHAUFYpkikxRhrrpGlKKRRGpEKLMRKmIUimSSiKkZIhGUxki +Y0hk7pZKRZIhcylNnPOeGX1rf/7x/J7zvufsvfbea6+l4h1o5yvAx8enx8/H +R/4Huc9lDTKngI/8Dfk1cBssy15wpqDy662TgsQ/6umKAjSY23FzSBL9R2JA +94QwDVomjoqqoXv1s4+9kqABc60KVwf9zEGsREWeBndz8vJN0SmBy3+GqNKg +0ny+vC3a51L/yvZVNNgsaWLtjlZPN/JU06OBibjtFn80a/pWeugmGngHZgiE +oseFrD+8M6OB/YH05Gg0p9JeXH0nDaTYhpxk9KqFRTvDd9MgXyVqbRb67ALn ++E43GiwaCzEsRk89dH6tuZ8GZrBEphYdRT1aeO4IDax0nZ6/QBuOOtp+PEmD +5Q1bLLvQYqfskldH0ODll0+3h9FzyzN7LkTjeHOkW36h5ZPNlHuu0iCeN13H +QdvLb/TTTqNB3o+4WMFhv4YCy6jSqAwapBxv1lyMVlumOt2XRwO71Oxby9B1 +KZKWOqU0GLJdPaSODnm8NyXmCQ2Mc9xYOmj7MNroQCMNgq4ZDBuhbcYHdPXb +aHBUquaOJfoQRzEqrgPno/tltT06t7Sse7iXBl+/Vye4oQXFb65aP0oD1w36 +zQfQkZJd5xJ+0CBDxbntKFq1fl/3GB3XI0s9Jww9IrZVe+M0DW7X3rGNQjcL +nYlJnEsHh8DatwnolmzB0XFROnyuiVRJI+PNnjA0lqLD/cqFOzLRx5p04pMV +6LAs9PjuAnQZ38DHiRV0MBGsNipHG7j/lDNdQweJPZ/m1qIF+tz23FhHh+vH +ugpa0JIhOld/GdOh0aFY+w2Zn86h+i0WdLgz65vUhRZaKPg93YYO6kGcrs/D +ZD/MEZ10ooNH/kHWF7SYso/GVk86mBdUsn6hw/doGN/2o0PPsaGPDPTaEpud +tCAc35zx5Bm0hnrvbsvTdBBxaftXcMSv4UDdf053z9MhPzS2SBQ9cUzWnrpM +B4aX+nxJdIXFawur63SYFM80lUe3bBzVz7hJhxvRrL3L0XI2bgrMLDr8btXa +pYkuP284u/0hPv/KUH0tOqkz9FNmOR2y0tX716FrzBQLWU/pIKA9FWiEXtml +dnpnCx3E42+MbEF3X0yA7Nd0eFUip2eFfmvv8pf9gQ7r7oT62KKFN8dVW3+m +w45dVcGO6AQbxcM5XzC+b955uaLFzxYpcH/RwVfDStcbbf32/UcbJh1Whj34 +eQBtsSUu9f4sHRxbv1wJQM/09LjyhChgCM2XCUb7J9Vp7hKjgM9kYcwpdGrg +upkHMhSEBTGGwtFhR8y6p5Uo8E5rUIkk8782XmWnQUF11RGrGHTIB6V7eWsp +ONv+1/kKGd/GX/Gz6yko6Q+2v472aLU572BKge1Im+4N9K+jFmcKtlHgNTh3 ++hZa3/RDOJ8dBZ87VQoz0Ot1mVGOzhS8qFcxu49mWhQlF3pToJw9tyUfHRTB +yRc4TMG38LZVj9DZPb2te4IpULANDisj8Xfc9e1RGAVNS/+WVaKNma6LBS9S +8KE3oKMGnVM9Y+IST8HupPqeZ+jmO7ohpckUmG6hXjShM+7Pls+7Q8HdCZGM +52iDd+4st/sUHLos5NGGjlFwMK0ooiBLaUywHZ1yZSBRuJICy6Kc5Pdod+XZ +b57PKHDVsRTpQh+L7dlc9ZyC3GfaAZ/Qbudu3Fr4loIfXrV1fWg1gfX0fd0U +rFr2e3qA7Dexp9tqBinw/dWiNULGn698T/wbBTe7TCy+kPm1+9H3T1Lw+oOX +3Td0Y0TS1jo2BZwJ9R0/0C9qM9KW8DNAWTZJ7zf6YdS17wcXMMDUNVtkCu3b +672hYTED3Kv2vKejeTUyMdJyDDipWR7FRB9SL+7yX86A2LIyDQ45D0qay5u1 +GJBm51TDI/s1OypgqS4DshZkGs6iO8tbqgI3MuB+99V8vlH8PZuvfM+3MOBB +req8OWjnkAnLZTsYkFHtai+IHtd6f/WYAwNSXxkmzENbHbrZ9cKVAZcYdVUL +0LH6W+WUfBkQvO7rWxF0RvwHtxMBDNibUP5xITo50Dzj1QkGbJpZ8VoM7TmQ +NqxylgFykUYli9FCPe0qpy4xgKbEvbAEfclj3LM9gQGtnS5mUujBoyN31W4w +IOmuNyWN3pji2h96jwGDM8kpsuh6a9rS97kMUA88rSWHPnI320m9hAGBNLFy +ebTFxaCU8GoGVETv0VZAW/Lt7exsYABjjf09RfQJCbfFWi8ZYPDtr4Ay+mXN +GZtz7zG+5e7OKuR5TtWVjz34/rXA+8vRU28WvV49woA/ETpjquiW9eeFIycY +oHU+V3oF+tkGsW09NAZ4JrdvWokee1cdrc3D+D3JdVRH686GP4+aw4SXkzo+ +GiT+je6C/SJM4G4I8tVE75R3MdORZIJGioezFlpWJDgyZhkTHAX4t6xCL0p8 +0DSgxoQL5x2UVqPXFDH49f9hQpGE8x/ikx6epnH6TOh4vLj8H/RE7tdzw0ZM +4BwKO7QGffFSTIPBViYs07khpU3Wk2fOl2DNBGMR3wri9UJKJmOOTHBjjm1d +i96Vu+ScoQcTQunSb4iTBlQbrh1gQqoAb+u/aL5CG77xQCaUqCZWEEtvajUx +OsUEA0aljA5679Oy80nnmHBLyuoY8QtN2ebvMUwYvGjVQuwTzZhrksiE2c3V +C3XRqz9YWaSmM4Fnk2RNrCouG/szkwndD/suEW/Z6PZmcwETrjkmVhJf3y23 +OL2MCSttKz4Ti3jY7P5Tw4SbaWbTxGVO0+nmzUz4ob1ZQo/sL1AZvPUK5y9d +pPR/Sz9To3VivLdHqRGX9XccsuxnwuK3bcrEwtc9Su+OMaE3M1ySOGGdD5v6 +yYTw5jt/yfcbtw3BdgYTBPRWjRAr7uyKzpxhgjd9RS2xRr3pO5YgCzL4E64Q +uymvXGq9iAU17vscieuDLnjnSLOgXPiBNLFNiWMhV5EFsYKO7SQ+woNZTFt1 +FhjbBIcT06f3m+Zqs+Dd+Iwq8Xzh7PgZA/z8LaORxN9SyOmTvQkL4gRdnIgr +py6oFViyoDL2nzGyfgqbTgTy7WKBtUnbQWKH3WeqHPey4Pu8hO9k/R2N0qYL +vVgQNXxqH7Eq9cJ4ziEWqL6J7Sb7p+70orN7j7Ggqa3ZnHh5u19NcSgLPHpV +H5H9ZjvVTReMZMEsr0CceOeoi5ZrHAvuau8NIPtTJodyK0tigemJNS1kPxfo +ZiXMv82CsddaUqv+H2+fWvccFlxaZ+1J9r9B/cbxikIWrC5Lu0/Ox9qn6mIi +j1nwHoS/kPNDi9LQ86pjwenBLEXii0rGjlWtLFBJ9LYj520o2u/EwnYWvHTY +do6cx3n1uYn7PrIgWMspj5xXXguv4MkACxQl4tvU0DXpPo1i4/i8yLev5Hyb +GY188P3DgpMyh2fI+b9dfPzLUxbGQ19qEXHDpDx9MR8bPvh8lSX54hHfp5kD +89lw8cGAAsknfoN5gs/E2aDHnVmmhJ6MTxCWXMqGrx5m0iT/bF5wWfSQChtu +dpcuIPnJZHupYIMmG+Ys28Ym+evFNuVJKR029IyLjpL81jv346vDhmyQ2zjz +cik65ExHWuNmNryUkisi+fBWiZSTzHY2jITsi5dBW2feEwqwZ8NBr54DJH9G +WwflNrmwwaUjDEh+ta6O3iDrw4aaNqslkuT9gS+1Af44fqutoxLo442x/zYf +x893HSkm+brb8+QN2XA2eAw1hYijW2vzfgdEsSGAuWUTye/GXSoGzVfY8D1p +aprkf5OC4SDZVDa8q371RBTdtvHbrYC7bFju23GM3BfDl/Wrmx7geNMENYTR +F5JftsoUs2GRg2/PfHSRS06LfxUbclOnLpH7x3uwtaKxng0PPQvWCpH7RmlN +qvQLNsiXXf04l8R72We/w+/YwIzNPEXus7qujtUNn9hg8mNQWoDMb7vYiOQw +G6gOq1Jy/wmcvR5z8DsbJDePWPzF+5Hu76r8bIoNWesf9M6gA2UD8iW4uD6V +qQen0T+bcvwOCHBgg5wXg4sefTSaVSvMgYrGsrPk/nXo19wjsYQDi4riBNlo +o+0hMX7yHNja/+Myua/v8l7p1qtywMWmU4SBDv2l7iy9mgPWQpvjyP3+VjmO +F6DHAWX+9fNp6DspDJnnmzjwFh5fmESPbT9QrGiO7zc94ZJ6IWfLUGPITg60 +xpgH/UIPnPG0eb+bA+JJe0ZJfXGNNe60yp0D64Zp9hPo2vKTfVH7ObAxWLKJ +1COepaK9Q0c4oLCt7p9x9LnJfPtNIRz47P0rldQvMketLdMiOHCmIWdmFK2h +y62iojnA8Rr1IvVO2bqirF3XOOBgkd88ROqPsAPzi9M4EBvEXD6I/ldA87to +JgcyPrdFfEavaJsyO5zPgeSElb2knkrubJRvK+XA/sgFOr3oM4rpAZo1HJCu +DY4m9Vd/QYjh5SYOrodv70d05Sm3C9/bML6cz1qkXhOOsTK36uSA08znU51o +PymB/vw+Dpj+tm0l9Z2vm8U9oTEOJB5fvvgdWsBT7qrnTw6YX7NzJfWgkULY +wyqKA+6mww9eo6VTDlIiMxzoi26fJPVj4n9fDroJcuHZPjnDl+i8ij8ihQu5 +INTVcuE/Uj+6RveypLhQ2vemrZX0F88Ku0wUudAUoi/Rgn7Q5zFzaSUXNuTz +9pB61bA8Y1fbGi4sCVK+10DqN/PADmEDLti/zh4j9a3h9VcRlsAFVl2UZh26 +IP3x3kgLLgiYPw94Subv8o/nUxsuHPHyLX2C9vqkkzTpxAWTJfuoKvQjsee0 +5Z5cOO1cv47U02n842ft/LggbRB6qgKt+CjFICIInZ/0hNTf5lIdy/JPceFM +iQi3BC1icHvNu3NcsNg5sqGY1O9LKH8qhgsnI2ROF6GDC3q6pRK5IGzxsOoh +idf0jkC9dC4I5txhkHrfYb61rm0mF7xTf+vkkX7hbb/qwXwurFC8G/gA3ZYV +NR5TyoX4XVR+Dnpt1we1J0+40LN1w1AWet/+tj5OIxcWzPpLZJL1c9wvur2N +CwohV03uofXu51UWdnBBpizj0B30e7vEXsU+LlCPMq6R/sTIQ/lU5igXHgdc +LUsn56tt91W9n1xw/e3/jvQzkcn/Kn+iuPB17YaJFLRzXblW/AwXdutTf5PQ +/Ob9j2yFeJDHu7OY9EMhqx4WrhDjwXDkOqVr6CdBymoisjyYflOnkYB+I7lJ +il+FBzM9umvi0YUysxHztHgwkpumHUu+//R+H0VdHjw0+Lma9F+fNpxoMt/E +g72X16y8RPqJvVo3w8158OO2h/xF0j90R/1otebBvmMRohfIeauIrlTcw4Nn +CxI4EeR8/9HmRXvh73vHjZB+zyf27BP+wzxQPhvyXxjpXyODp+KO80DTxS7v +NLq3b1H2yrM8kOTKR4WQ8V63bX8fzYOvzlino+Pz1gdfSeTBzfAwHdJfrq/s +NlW5xYPk+R1iR9ETDsYTDjk8WJ2VJhCIzr3o769RxIP9Vm+FA/6/f71f3HrM +g838JzUOk/7rhtLsozoe1D2PdzmIFg3NWejdyoPem0tySH/77dcks+I1D26E +CwvsR7fT5tbkdvKAeeToCR+Sn2KGHA17ecA6YjlL+uOy4sg3/kM8SA2/etsL +XXzgtwJ85cGnm1ttPdFVJcqWpT94UPM8YKkH+r9YuR3Nkzww5hdku6H/BxGr +b3I= + "]]}, { + Hue[0.1421359549995791, 0.6, 0.6], + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + RGBColor[0, 0, 1]], + Line[CompressedData[" +1:eJw12XtYTVsXB2AKIU7oqlJURCGEJBlE6R6lECWVInSTECIkISqSkApFSRTd +UIrcki5OKIUohFBrr7X32ruLbwzn+fYf5zzvU3u11ppj/uacwzjPAMf1Uv36 +9ZuO/6H/J+81e+9f2QX96NOyocx+/9DNz6u6oM33+/UB6NPacbV3a7vAcZLn +lmHodmU3w+z6Lui56jZWAb1orf+p8w1d8PlL82M1dKa4QnCsuQuGt37w0Ear +fPVYtqelC4KTfX7poeN1za5vaesCZaWggBloxbsbZNzbu6Db9k+rMfpSWv1a ++44uUDcbabsQbdIUWTC/swt2cxlXLNHvfXfLGrBdoOZbJnRAH1lS5K7Jd4Hk +tJvxCvTCMOObcj1doBQZHuCO7v/3wRgInK6dtB5d1SBr3ynNgOx5m4LN6NQB +bmdbZBj4WCF6vBUdfkDQVivLAH9N93kY2te5Zkq5HAM2y5oeRKBdwzpDcuUZ +eH97VM5h9ArG5U6aMgM3X784dgLtXiLVF6fGwIOCYWtPowObBLBfk4GRzjU6 +yeijtnr7grUZuJCr+P4S+uaIjFJPXQb8qj4cyUK36Pp2O+ozsC19in4uWjV+ +y+xFBgyUzvtTWohe41AcYGjIgEX8cotSdNsNu6vaRgx4XQt6VIH+Jj31o7wJ +Xi/m7ILn6E02rqoDgAG3OTWFdWi/Qy+dWDMGjLPl9BvQn2+fjmmzYKDft9Vn +39Pff53xpN6agVu/bg38jHbpkJJ6ZM/AshLlLT/QNlzWvHxHBt4uj6rtQt/r +urA93YUBu3ypaTz62sf3eQmuDGS/jz7ah1Z+5Pcr0p0BUa1664CPOB7nzfRC +PRnQO3Z3tiza14c+DFiN8Dk0Em2t8/qiix8DTm7qL5XR117FfbDwZ8By6/vR +GujosCR1o2AGJjpmu+mgP4/6uUo3lAFGHJmshy69cCxROYyBq36bGqehFTV2 +vJIJZ8D68pqRRuj22BvyfAQDrzNWmZuijUUzHNsjGbAN9ty2CC2zTCquIZqB +nEHb06zQjhfG1D6NYUDilfjMAa364aBccRwD0488/OmM9pCf45CZgPe7s3v4 +GrSOidGJpCQGPKaDnif6aoNzTXQyAykuoaYb0DP9feXC0hhYHnPYzB/9qHuT +g186A/tebTMOQbtFeJ1wzWRAx2C+Vhha0mdXY32dgflnP/bsRaeE6MuZ5DJQ +q+TxLBJt9anbXj+fgcbLxVFH0d1L7h9XK2bAdfEvozh0Xvq2atkSBpZyvY2n +0YHdGv/0lDFwv7B9y3m6H6u7dh0VDKQfzRGkoXuPW8c0P2VAOshh0xV0dRV9 +GHjj+7w+G50uZTaspJYBrUCtaXno/dOybK7XM9AWvXxPIXq9y8CjyQ0MaOav +u3cPbR/iVBnTzEBNl9XPcvT8I6eGhLdgPcDwEU/Qs848tfRvYyAx5ZpOFXrG +hd9R7u34/keM16+jn58f8sS+g4F5J3dqv6bvxysNgk4GQDdzeBNdf5+SuQHL +wL2qW98+oL19hhzU5HE+HkgqbEPvW/z7gVwPA6NtXbd/Q19UfYqRIADJeOHE +X2jhkXMLOqUFUFz6rZpBXzEK2tsiI4Cih7mbROjbY61Ka2UFIJxp/6cbPdZC +u7dMTgA7Rt2P7vdpQ9mXK39McuUFYLJmgOxA9DCL92FpygKYP0rjwBD0sbH3 +i+PUMANmDmOGozcbXeQjNAUg87B6xSj0lSNRRsHaAqguWX9bCQ2qAaGeugJ4 +o1Mno4Y2/LIy31FfAOP4EY6a6EO/FrNmBgLINhp/Uhs905A+AtjeOvy5Ln3/ +tnawtpEADnZXivXRV4OUcuVNBFC3d43mNLT/JtlOaRCAe+ADk5noE2lSBqyZ +AKa96LGfg/5HoWdLm4UAFp6WXTUP/eOBKLveWgAnn/9atQA9IYf7UWEvgIlb +MpYtRt99xenlOwqgJ2zGAkt0jjG/Md1FAKO4+PG26L7GnqsJrgLwa3rSfyk6 +q0C6PdJdAP2n1tU7oW/XDNMN9RTA246cCyvQquNVMA8EwCmvW7saneCrk+7i +h+87y1tlLfrdkmltFv4CiE6Z/dwT3fnIRNsoWACTRK+3+6BrP1p46oYKwCXX +XMMPvefcsjTlMAHIV+8v3YLmmNUtMuECWGt3fGUQ2qR9vSYfIQBjgw0dIWib +XQHu7ZECuLh1RNgO9KTsHckN0QI4oxrVfzf637CI5qcxAtDUqdq/F231NVqt +OE4AhrEfevfTeHfFuWYmCOC1e3nwIfTZJPoIYGhs0MdodOiH1IboZAE80+60 +ikGrP7yiHJYmABVV0+xYdNziHBe/dAGIglcOPoWu87qd4JopAK+pZu6J9Pxj +79RbX8fxs5VcP4su2HVf3iRXAO1V+0TJ6NUhFY76+QLod/PV3DT0i6HP4tSK +BXCF47dfRsvCi1rZEgG8S/6ecwWtOLJOrqdMAKlXsz5k0Xjvq7fvqBAAo2g8 +NAd9/PgbzAN8ns8JU3PRPcZvMQ8EYK5Sbnsbff9es2xJrQBaGu54FtLfX/rB ++nq9AOY5HfC/g65mP0YnNwjALUo1sAStltX2NKYZv79tn28ZemHgV5nwFgH8 +VM9f/pC85LuFf5sA1oQXGT2m3zf4GeneLoATSUdGPKPn0e2ssO/A+vbX//Ac +vWK6QBo6BQC9Zy9Vo+/ZCM0MWAHcM290q0NLQsURmjy+D8svw+vRI271lMn1 +CGDQgAe3XqP/bg/6sVC3c7NDI7rSDS8nzYJH5ueWJpqvVYPCW2RYuB0/ZcN7 +9FeboSW1siw8n7X4cwt6XvNwvCALGfGTVraiN+4ZiXnAwuLMd2Wf0UEGipgH +LGTu9NBsRy9jVDAPWHgpnbf1O3roY3XMAxZKlrws6UAnZ43FPGDB37y89xd6 +cKoO5gELLT3hhl1ou4yJmAcsqPjLrhXQ/ZVMxjxgQSnJZx+H9vo8DfOAhdd7 +YhNFaBeFWZgHLEiHyV4To70XGGMesLDox6rybnTsRlPMAxZO1+1624tuOLEQ +84CFP5ODhH/QprfM/dssWAjrNVaUat1QVvKv1fV6axZkFr2ePQC9uguXD3sW +snrNVw9CKwzD8nNkwW1K9P7B6J/aWM4uLEx8mZI9FN0yB6eHKwuDOqIbh6E7 +rXG6ubPAhS0ZIoce44rT15MFSXiDyUj03+2BDwsj+XlB8ujnAXg5PxZMv4Rk +KqLtQ/H2/FnYbbWvTRn9ayc+bjAL1ePWaqmiM8Pw9YWyMDNgpJc6OmIHDkcY +CznTEzM00Nu34vCG4/U2dnaMRUdv2o95wMJ7xTGztdGFHofwBlmINxqzfzxa +yukI5gELa6o7a3XRG82OYx6wMOdtopYe/f2p8ZgH+LyrR22fjD6uchofmAW9 +ZR7VU9E2fygPWDC7FzFxOrq+DS+XzEKsWHqfIbqxEm8vjYXZPiE1s9Arc/Fx +0/H+pf5VmoN2OoOvL5OFmBeaLnPRT/ficFxnYf5T15h56Du+OLy5LFgxB+7N +R09YiuWSz8J1m3OtC9D/GGP5FbOwsT5VahE6SAvLuYSFvcdOjTZHLx1WjnnA +ws+toROX0PsT4nSrYCH/iIWBFTr8I07fpyy8qR0w1Qb94u/+gIWlFrk6duik +IrxcLQvaP2zkHdDvLuPt1bNgf79evBSdirur5AYW6h/YNDiim8Px9TWzkMfd +zFmOPrUZh6OFhfYVA/a4oCtdcXjbsP6+mS9aSeNlheXSzoJn1rb+rnS9OVh+ +HSyknz1ZuBptMRHLuZOFBXdS1rtR/ajQ9MD3N+Ss7Fp0/yE43XgW9kftz/RA +q0i6MQ9wvGatAk901o8/+EGP0njhhd75jvKAg02xI53Wo61q8PZkOPgwLqTO +Bz26HB9XloNDj80tN6Db8/D1yXGwOvxQ4UZ00WUcDnkOPKxma25CR53G4VXm +IFHXee9m9IrDWC5qHPSptL7ZQuMVhuWnycHpMS0TA9DcJixnbQ7cZtkGB6If +u+H00OVghYfu7SB0ggNON30Owi8E/QpGe9P0NeDgzW+9cSGt/98fcOC53Ml2 +G9XveLycEQdqVd8DQtEvlfD2TDgYtKLr6Hb0xcH4uMCBFueTuoPqQ4Kvz4wD +/wyb6zvRCzpwOCw4+OaXkheGlnuPw2vNQYKZ581d6A81WC72HARPOZWxG32j +nPKAg336sxL2oHffojzgoGSe+e5wtF065QEHk9dVrN6LVk+kPODg+Zk8w33o +jsOUBxycbZUbEIG+G0Z5gF7YXEW220x5wEF7yuIT++n53SgPOLj8Y5vtAfQf +O8oDDip1AgccRI+dT3mA42FjWEiumEJ5wMG6tfe9Iymv1CkPOKj2UBh+CH1O +lvKAgysOM26Sa8VYfpEcdOqPto+i8fyK5RyNf497+oX8qB6nRwwHFdkLww6j +D5XjdIvjwHHZgcHRlF/XcfomcGDbGhNH/m9/wEGu5zrFI+jvBykPODhY03uS +fD+A8oCDR5O8hh+lenOlPOAgKCgugixcRHnAwZGMw53klVMoDzgY8czS9Rh6 +IW3/cjmQaqwrJWf33cYBwXp4ra0Rg77wpQhvkIOp5fN3kBWq7+EE5sA3SesF ++Z98nB5lHAxbW6N+nPLsHOUBBxqjzH3JcRGUBxycyzuQTVb1pTzgIGrB0Q7y +GzvKAw5iYqQnn0DvMKI8wHredCqA3KtNecCBoNG0kOwlT3nAwfLGP1Kx6JyB +lAdY3xvfOpLfSVqxALG+jrzIIP9kvuKAcKA/r7GP/Oknbk878H2G97rGUb38 ++I0TmIM/y+beJYd2CLCgOVAoOKEZT8/bKcI84IDJ6o0inxFSHuDzTDvIkv/b +Hwhh2BLt9SfR1sMG4AQRgsWvt43kULXBWDBCsJpwzfEU+vAUPB7JCkHx98ka +cpjZCMwDIVy1TFiaQPnqqoATTgiDDG+8IstuU8ECFIJ+zkf305S38eqYB0JQ +uzO5gzzp1ljMAyHUu8TuSaT3/1oHJ7AQnA8Okz+Dft0zEQtaCBfM0rLJ/SdM +wTwQws04e+skGj/H6ZgHQjgWpNBBloqYhXkghOmfmLizaP6qMU4QIXjXbzE+ +h1YuM8WCEcL3OUNayKsfL8Q8EMJDuUeR59FP7uJxy0wIXSvT9JLRq1KtcMIJ +IUjhQjV5VIgdFqAQFpvdDbqAFsxehnkghM2fePkUtKR9OeaBEL6yLvlk3SMr +cQIL4dbOV86plA+qa7CghfAqMIQji5LWYh4IwfKt4ak0Wl8Ge2EeCGFEgfyM +i63/3x8IYfIAhRqyyy08fvgJ4XzFzE2X0P6/N2MeCMFdtG3QZfQ11UDMAyFs +Pf8mlfzPrK2YB0JovrVqbjrNx/mhOOGEcMa05yXZ1mgnFiCOn/F9vwy0juZu +zAOsh6sX+18hC8MxD4Tw4HBGItn2XgROYCG8aKqcfJXqKeggFrQQJqXJlZNl +laIwD4TwtiFkeSY6IzMa80AI7/ZLvpA3TD6GeSCEWSmpO7Jo/rw5jhNECC0h +s2WuUT19jsM8EEKr9dFY8lLnBMwDIRiNS1HIpvHSTcI8EMInUdBJ8pnVyTjh +8PerpYdfRw9l0jAPhGCcsTyCnPM9A/MAf77Hu5McZZ6NeYDfdzZ0zaH1WCoP +JzBef2p5Kbl+XBHmAf580D8aN9BLLpViHuD9fRi9g9x56BHmgRBmF7dVkf/r +Hwjhfby/+k1a70PqMQ/wfW8u9CFr7G3GPBDCtCX3r5FP/2jDPMD3M+7QDzLc ++Yl5IITXPbITcml9+CHEPBCCXsPS1eTJ4f2W+LcJ4eWt5UfJwVuH4oZNCLUn +lAvIPyoVHtl3CEFrc1ITOfGgJk5gIVRavu0mh6bqLTJghfB4/FulPPQRjdkY ++EJQkU6aTK7tW4gbIiGUtiiZkm0X2mMeiOBOqZMlOe/0KswDEYx5+suBfPeG +J+aBCFjdKGey77GNmAciWPRefRW5aLI/5oEIBv+44Uq+FhuIeSACM/sFf72w +KBDzQASMTPUK8s5L/pgHIlBVWeVEdnb0wzwQQWH4R1tyfYUX5oEInpv4LiYL +Ja6YByJwcvhu/Pd+WAfMA3Sx3xSyVp4Z5oEIKne2a5Bn/N0fiKAg1usf8qft +4zAPRDC6r+nv+5m5bzjmgQi6ypd9JU+0FWGgimBBc0Utuazp/VTWTAQD7GYV +kbunVmxps8CfK1xKJr81v5Jdb43fn/5PBHn12MMY0Pg8GaGe5H2lPnr5jiIo +CmxeSLYcuwgnsAiq4kCTnGs+5mqCqwich6RKqB7uT+W+RLqLwOVN77/kgKbK +8aGe+PzdK//WT4XNBW8fH7xeaO4+8pdx2y+5+Ing8cnry8lS/dw+WfiL4MIF +gS5Z+YvDOKNgvN/EAxKqV916Bw/dUBHk7HH7W7/TKtekKIeJ4POyiGSy4dPQ +9zLhIvgm/3sL2aA6eQwfIYL8hxmm5PHNdWvaI0Vgt+7qMLIiM+p8Q7QIcjsE +b2n+9Mmta3oaI4L366Ovkj/NuqdaHCeC11UbtpHve+lgHoggaVz8QvJ/+wMR +TPAeOJzs90atMTpZBHtPPXhD83XmmGu4gIggLe9ZGlnstwQDVQSxpaqbyPll +nYmumSKwLMo3JG/WuPLG+jqOf8rZbsoHjYN+yia5IlDe9uwB+WnX3BX6+SKY +NscsmrzFVyVRrVgECt8GOJBlP0u9kS0RQXnUyL95c9FPotRTJoK5ChsaKI9m +8n0uHRUi2HN88HlyacyIxOanIjgiZNzJi/QN3lRVicDTVncceaDTVOWSWhFc +NpnYQnlnG/XR5Xq9CH4G7EgiKzy1PJ3cIALTb8p25LWK3q9imkWQeGVQN+Xl +1ABDhfAWEYiyFl8ih78qcPRvE4G7oM6cvMzyV6x7uwhe7Mv5RPl75UljtX2H +CMyd3u4k73XaOQw6RfDAz1mW3PSjysqAxff1RPNvnhfH1h/S5HF8NhiPIauZ +xT6U6xHBJoeLybQe/PfvCzzI7HJVIW+o1J7XKc3DtR/rYmj9WJbWvb1FhocV +aUU9tN6UHIy6VSvLg+x5dx9ydsiTX2VyPDxucqqk9Uo96O6kXHkeDnucmUge +GeblnabMg5Pe5Aha36JO3L8Qp8aDjrFcPa2H+3NrGnADA33HFo4j9304OSpY +m4cP4x9uoPWzR3WYracuD0+kT2XRervHc06koz4PBRNuf6H1eX+BSqmZAQ85 +x7XHkIcoXxfOMESbfLKj9dy2njfQNuKhUfndblr/I+f/8ZM34cF5eP8c2h/c +di67Ig08jFe3/0j7iabR874IzHhYvLhCicwdCZ7QZsHD7Ugve9p/DMz02lBv +zUNoi/5h2q8MD5HLrrDnIXr5mAra3wzt2NZ125GHXx+NpMg9IxLnpLvwcOnw +LjPaD335FByR4MpDlmX7Qdo/VawbUhXpzoOUVvgz2m8lxriqhHri+1cwHUFe +/3d/wEPG2PGraL82oWNygYsfD13msy/T/u6dRo7MEn8eThwM7KL94eG+b65G +wTzsaf53AVnvaMsN3VAe7tl5xNP+sqIibpBKGA/2DYpfaL+69Fqv++BwHqbt +Zk3Ir+frFPMRPHgb95yk/a/D3oGK3yJ5aJeb8ov20/c3pwU3RvNQ+ueQNVlb +hq97FsND2+ChmbQ/32s/xPBOHA9r9AuGkGvNXiVkJeD79T26mfb3Km2rJWeT +eFhwL7qOzgeF1fmuR5N5MBwxdDZ5ZEr3zV1pPByyXJ9I5wst5ym9m9J5mL3+ +HEfnkc5Oa1iTyYOlT/ZScmjw8u2213kotDlzlc4vBY1W6fNysf4U1/bSeefm +BP1nk/OxXh72cyB7ruI/qRfj+LrsSabzUl1QLjOshIfpL+rb6TzFB7jwPWU8 +hE+UmU5udPoq6KjgYdIGhVA6j4WM8f7c/JSHmcd6Cum89l//gIcLp+4L6TzX +vG5c1r1aHjZEuM0gX25etye7noc4x9d+dB4cb3rc4nwDD6qD9VLpvOh5IGPg +sWYe+l9c+ZLOkytuZN3Z1YLPN9azP3lQ+dn1m9qwnvZbTKHzZ0BR6KDV7TwI +ng10ofNpfML8ZOsOHlZyKbvo/Bq4kpk0t5MH9YGKF+h8O6h/fPYklgcQe5fQ ++dflxJjxo3keHtSdaKTzsYd0wsnBPTxcPJ7A0PlZx40Xif7geBqEDiaPuXgz +5Ku0GDoNF4+h8/ajNxMmv5ERw+zRowzpPK7e56rxRFYMtz58sKLzurainU2h +nBg2Rl1ft5Xen3pv3hV5MSwfsSuMzvfzFTc5n1EWQ1iY5Sk6/zv2nZ4RrSaG +148Ub1B/QLlhn3WYphg2M58qqX8QfXFi8iZtMRj1u/nVn/LG7biem64Y5v3e +PZAcPiSPsdfH69230qH+w5/0k9wCAzH8ClRaTP2Jv9sDQzGck271pv6FQm7s +tfFGYojYfuOQH/qSZra7iokYkqt2ZVK/41N4pK0siIGRsnxB/ZDaavVtfWZi +CFdVYHxp/ZELbuiyEMNi+RZl8p0FkaGfrcWw8Oe1+dRPKfB0cWi0F0Po1e0+ +1G/x3PbZ84WjGD4tXnTCG313x4zcchcxHH7wTzH1Zx5tNp1b4CoG73FvW6l/ +s3fZoL4sdzHsXJcuR/46IaYnxVMMj/cHzluH7vezblaCjxhsIk38qP9z8Iv5 +x2g/MdRmh52h/pChi+vsPf5iGGN68bE75dM8uVkBwWIwmJ3HUj9pxBnvd2tD +xTD0TJYW2dTP1cAhTAw5nkeXrkGfzuvUMw0Xg/Lp5eHUj1IK0q2dtF8MljMG +ZVO/6mF6n4biIXxeo9TGVeikpaHKf6LF0D9dS4Z8Nuh48dcYMUTtiplJ/a6K +wUsG1sSJ4dWdlnUr0KOVUiW3E8TQ4al+gvpj5/7uD8RQuXXBPWdaX08aftqd +LIaAn7bfqJ+mIu1f754mhuaahUpkhW+WgZAuhhFqmouc0PPMK/I1MvF5atoC +qB93XLnlck+2GF78iD+/jPLY47xp400xrAia9Iz6dzc1xHtv3xZD5tqrHPX3 +IpyEm44XieFBgZwWeXffyf6+98RwMXStvT06VfPlgvllYrBOSQyj/uCvgpuT +FCrEUDStKMOW1ssKg3vtT7De9MpfUj9xqKUDf/c5Pl9MXp81uuNan398jRjK +T17SJWu5TskN/FcMu0OvWVM/MsuxqdTlDY7X7EpfS6r3hMFnFjeJIePln3Dq +X97Ryp8394MY5G1tYy3oeSUt2UatYlh/8cY56ncqqB9rn/dVDKmvJqUtRsPh +gt9WP8RQ9vlOKvVHS+Z7PHD/jfXz0vOsGToWoj12CcSQe37c8YVUr0emV6aI +xHBwkWgX9VenjF3153m3GEyftHpB6//7BxJo1v1qTv3YsXoTqkwGSMBjfX8t +U/SpC8+99g6WQPXeGbwJeo1b5+PKYRLQ2B72lPq7oT6nuDEjJeBi0xhvjP5c +XPh7h6IEgnvsV1A/+OoK1/ym0RLYcaRJ0QhdCrstLDQk4MWFV1P/eGLwmEtF +WhIwNDWOmEnf/2X6fIauBL6tGzqV+s1c/rvS2/oSOOTF1FM/euWTnj3zp0lg +sFnXtmlU79rnBtfOlEBQ76CRBpRXz4rcNxpLoDzBMGMK2kyypPW3qQQc1oUA +9buXiOaKLc3w/goef6F++JSyuNQQCwlMTtA7PwnNLrdtDLaWwK7elLUT0efz +/S4tspeA5+8J06mfrv2po+/LMgm897s/YgL6yNuXP9Y4S+B3wMY+HfS/F9T9 +0ldK4HSfjoT68z1TK3eWrZbAKyVGmjzoaJNqjrsEMotq1bTQP/OW2vmvk8DI +trKF49DFGZNG9veWgHzSg23U7/9vf4C//+ZVoSb6fyaYDXc= + "]]}, { + Hue[0.37820393249936934`, 0.6, 0.6], + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + GrayLevel[0]], + Line[CompressedData[" +1:eJw12XtYDd0XB3AKlVBulaQQQghFKC2K0kUlhFLIPVSSkHShi6gIlaQIlagU +lUolhCSEqIiSVDioM3POzDmS31re59cf7/t8njpzZvZe+zt7L2PcPB02y/Tq +1Ws2/of+73BCq2FiYRf0op/mbeW/mMG/RhR1wdQQy7+90b57R+r0L+2COW53 +rPqjzQbP3S4t74J5O4LDh6BXPnbP/1bRBfoXEvPV0dnxOYrvK7tgXI/Cm7Fo +28P9dz6t7gLFo9VfJqPjtGNq7tR0wYnvVR0z0R2qLvqZtV1gXyf4OI+uv87j +zPn6LrCznllpis6QVDCRjV1wzCLxihVarX39skPNXdCnWsfHAX1KxzRrV2sX +lNTXzXZCD7+zTc61owtu7bou2IC+nFK7zlbQBe3HLsVuRxu9Dy0w6eyC1dNL +Z+xGf9zqr6jHdoGC6+/y/ehjFoWuWnwXiIe6mAWhF/rNzVHq7oKxDi2F4eje +/wZKCJFqx8ecQFfXK9p2ygrBYOuqQ3Hoi31czjXLCWGEiUV1EjrgCNNaoygE +4ySnQanorStfTL2nJITEkBizTLSTX6dP7lAhzGO/77iFXiV0LE5RFYKaYHt4 +Mdq1VKYnZqQQ9Hcqxt1De71n4LCWEI771MRXoo/bTA7y1hbC2L5FkS/QOcpp +ZW46QhCPeujzFt2ss/W3g64Q5O+ydh/Q6qd2zTbTE8LqDgvNVvRauyJPfX0h +tCWUNX1Dt95YelXbUAj3SiC2C/1VdtqnoUZCkMy9CTx6h7WTeh8QQtRglaYe +tHvYq+WsqRD8zXbs6ftpW/mXvLioVnMhPH6R262Ibn6b9rjWSgheBV/9hqAd +BTIyD22FsJcb8lMNbS26ZpzvIIS3p6Y6aqFLupL3pToK4czRubfGo69/+ngz +1kkI2fWz+05Bqz50/xnqKoRxR8bbzET3Pm862ddNCHx436Nz0Fu30I8QdNrf +Fpqgrca9veToLoSbFxM+LqLrvYlpMvcQQkLeUokVOsIvQcPQWwgfxzLyy+j+ +h/xYo+MrhIDvEQNXocuSI+NV/YTgN2iInAt6uOb+N3IBQqg9flzkhu44eWMo +HyyEYxvF9dvQc7mZDh2hQjgf65DrgZZbJhNTHyGE/mMvBvigHZJH1VRG4efl +mxb4odWbQpSKYoQgtVTiA9Hrh86xy4jF7/8y/UooepyR4YmEBCG4vDdbfBx9 +tX7li4gknE9DucaTaAOPrUp+KUL4ITtvexz64e8ddu6pQhhk2ihIRLsEbzzh +lCGErV0/tqSgpT1LX1hlCaF7sGddGvqCj66SUa4Qnl5eZ5KJtmz5baubL4Q3 +aXcTc9G/Le5GjywSgvrIE78K0DdT9z5XLBVCfK/nc0vQXr81B3WXC2HZKn+/ +e3Q/lneWCiqEYK51LvcR+k+0VVRjpRB8Vus0PUU/r6YfITTKjJN9iU6VMR1Q +WiOEIM2To96iD0+/Zp1VK4S113dMe4/e7Nj3eFK9EHwzCmY1o219lldFNWJ9 +qe3W/4I2OXZGIaBZCCsk53S+oWedrVzi0SoEDWuDIb/QM5N/hbt2CGH0oPkM +Q78/r/DYVoDXN82v4unzp1T6QacQXrWfP/uHrh+ksliPFUJID7NWpmVb+aYt +CiFavBB2hxWryqGDFv26r9QthLjAzkpF9CX1SowEBvivsV7KaPGxxAWdsgwY +/HJQGo5ON9wd2CzHQGfhi9QR6LzRlmU1igyMtxhgoIkeba79p1yJgfoE+eKx +6Lb0v0a5QxlQyK0w1EEPMP/ol6LKwO3IBVm66MjRd4tiRjLwaYq/+nT0TsNL +fLAWA0dj9gUa0PcdCzf01mYgu3hm4xw0qHv6uukwsOxq1vT5aP221fkOugx4 +OnX4L0SH/VzEmuoxMOBlS/litIE+/TAwbkBStyV9Pk/bW9uQgWJF1em26Ku7 +VXKHGjHw7IW9swPaY4dipyww4LzaKsARfSJFRo81ZWB7qmyCE3rQsO5dreYM +MAX+113R3+9zmbVWDEgj8/Pd0BOyRd8rbBkI1Mm+vQV9541ocr4DA0FhW3Ld +0dlz+e2pjgz8yfh4yQPd09B9NdYJxztGJdIbfa1AtiPUlQEvk0G7fGl8XwzQ +8XVjYPONh4v90Orj1TAPGHjbaqwSgI7dOi7V0Z2BL296NQWjP1hMbzX3wPE6 +kHwxFN350Ejb0JuBmTXDnSPQNZ/M3XR8cbwatgyKQh9KXJai6sfAttiY4pNo +kdC5WS6AAc0+cevOoI06NmvxwQxEjff5E4+2Pujp2hGK8yfRPZOInpS5P6k+ +goHEoFLtC+jXfsGNlVEMGBdPzLyEtmyPGFkUw0Bc2q6paTTfXTFOGbEMZC6O +TM9An0ugHwYC4kPUs9C+TRfrI5KwXs47huWgNR6kq/qlMGC/XOb7LXTMomxH +91QGHErDl9xGv9yYF+uUwcDAd23JxfT8o4trrbIYCMnQ+lmKLjh4d6hRLgMF +ujNn30M7+1Q46OYzcGW95r4K9LP+T2JGFjFgs6Q15zFaEZ7VKJbi+LUc+VyF +Hj74pVJ3OQPVen8GPaf5Dqq1FVTg5/Xs9V+io6PrMA8YmNPib1+L7p77DvOA +gTCLI1vq0HdLGhVLaxgwGtu09x19v32TVVYtA90GAwI/oJ+znyKS6vH6gf0P +N6NHXmutjGpk4LrMu4DP6IVe7XIBzQycLfXb20a2+Gbu0cpAbI5g81f6e70f +oa4dDKS817MX0PPodFbYChgoMllk8Au9agYjC524vhomDRGiS6zFpnosA2pZ +zV9ZtNRXEqzFM+BSuO0Oh1a+1V2u1M1A7u97YVL0v+1BLxaG7BNY/0FXueDl +ZFkImdzRv9dnXK/V/QKa5Vjoo5L/QAbdbt2/tEaRhdNzl/v2RRs3DsQLsqAX +e3+sPHr7ocGYByw0TJR90h+9W2845gELseyw7QPRy4RqmAcsuPCcjDK6/yMN +zAMWDAwy44agk66NxjxgQf3qjHHD0fIXx2EesDBoxdHrquilaRMxD/B+5+RM +Uaf7K52CecCC9oqMdA30xi/TMQ9YWHR1j4YW2nHYLMwDFs7E+B0fg960YC7m +AQv6uyaJtNEnt8/HPMDPGwWtmYCuP7EQ84CFTb8DCiei599a7NFqzoI4a/wQ +XXTpa8usWisW6hx8tkxFO3fh68OWBflv7vl66GEDsPwcWDi6R+HvDPQPbSxn +RxbW/rIzM0A3z8Hl4cRCgIvJ4dnoTitcbq4sdJbW3pmDHuWEy9eNhVvKQzvn +of9tD7aw8HilRHM++qknXs6dhUlR4UsAbeuLt+fBwseC0p0L0T8P4ON6s9Dy +KvG4GTrDD4fPl4XZn8akLkYH78fp8GPh3Se7Igv0vj04vQEs1NSOr7RER+w4 +jHnAgkrx5ZfW6Nvrw/AGWciMefJmKVpm+THMAxZOOcfX2tF8m0ZjHuD9qQ58 +voy+f9opzAMWbB9Nvr8cHa0Whw/MwritnTkr0dZ/KQ9YsJa6nFuFrm3FyyWx +cG7Gy4A16IYqvL0UFtrL0l2d0atz8XFTWZhx6dNcF/Tyszh8GSz4vw9QXoeu +DMTpyGKhwj2wZT26eCtOby4Livafb7ihJ9hjueSzYHf82v5N6EFzsfyK8P41 +3hhvofoci+VcykKt7MburWj7AfcwD1gYvnDF7e00fmJcbhUsrKi9umsHOuAT +Lt9KFmJK12vtQj/7tz9g4Vn3wWoPdEIhXq6GBblTUh8v9IcreHu1LMChRjVv +9EXcXSXVs7C/bEzhHnRjAA5fI47vyiqHvegzO3E6mlloMn3b4YuucsLpbWVh +WNhiv/00X5ZYLh1Y31pqcn50vTlYfgIW9gyyPXEQbT4Ry7mThUvL24ccovpR +o+XBwvOfn2MC0L0VcLnxLPBNZgOC0GrS35gHLIzVkTscjL72/S/+sGBVMZU5 +jD7wgfJABAohCutD0JYv8PbkRNAzU1AZih5xDx9XUQQ6L99MDUd33MThUxLB +EddH0UfRhVdwOoaKYPD70u8R6PA4nF5VEbwxL1l0HL3qKJbLSBE8TbmXEEnz +5YflpyUC7vuzb1Fo0Q4sZ20RrBj/yfAE+pELLg8dEXxd+jvoJDrWDpebrgiy +Nms8iqH1TctXTwRpOxfJnf78//2BCGrd9iw6Q/U7Hi9nKIJZSzIOxaJfqeDt +GYngiUbbzTj0JXl8XBDBqeZJrfFUH1IcPlMRRJ/2GZyAXiDA6TAXQdmsR/PO +oZU+4vRaiWD0Y831ieimF1gutiIotAgIPo++cY/yQAQht1uTk9D+tygPRBCs +4lCYTHmWSnkggrxNj55dQGvEUx6IYOSlhU0X0YKjlAf4++cPBCnoO36UB/j5 +bzbiS/T5nZQHIjizelz3ZXp+F8oDEfw9GNNzBf13KeWBCO6tOPMnFT3ahPJA +BO9bpkjS0BVTKQ9EYD3BuSud8kqD8gDnS0ur7So6UZHyQATTn+2vy0DXSLD8 +QkVwdfq2h9doPtuxnCNE4Gv548Z19MNaXB5RIjivKh+fiQ67h8stRgRqiYV+ +WZRfWbh8Y0UgeN3jlP35//sDEajcf2d4A/0thPJABAmbbQbnoO96Uh6IYE/Z +8nbyCCfKAxGkVncW5aLFZpQHIphyUjviJuXFVMoDEQxSEKy4hV5I279cESw2 +tBqVh87sycMJwXpQN2khJ7cV4g2KoPjW48v5lN/PS3ABi4Dv3b6hgPIiH5dH +uQgi+57XuE15lkh5IML12/aaHBNMeYCfn/I4vBCtvpXyQASO9vPnFKHrllIe +iMDbNfwLeb8h5YEIjCI/nyhG/9GmPBBBdsMywzv0/hpKeSCCZ+av3pOz+1Ie +4Hi83nSohPJE+hkLUATKQQoapTRfwnacEBHMsCm/TW75gdtTgQh6zYmwL6N6 ++f4LF7AI/Mw2tZF9BQwWtAgueiw7cJeet5PDPBCBV5G9Qjn6rJjyQAQ/td3i +yP/tD8Sgkh06+h7aakAfXCBi+LbqTjrZd6Q8FowY3MfITrmPPjoVj0eKYojv +75JF9jNVxjwQw86hT3QfUL46DcMFJ4ZOI4t0suJeNSxAMWiF1GlVUN6e0sA8 +EIPk+4FY8qRbozEPxBC4Z5r8Qxr/t+NwAYshV120j/y2eyIWtBiiPz1rJfee +MBXzQAyqlYW2j2j+HGZgHojB+nl+PlkmeBbmgRimsBUjHqP5q3NxgYjhiIPG +QbJq+XwsGDGMkhE2kJ0fLcQ8EAMnYz67Ev34Dh63TMUwdKXaSfKai5a44MSw +h9/WTh7isxQLUAxDfhgaP0Ezs5dhHohBNDM0miztWIF5IIYRVfYfyTrHVuMC +FkPAzXO6VZQP6muxoMUwXuDmS+YS1mEeiGHQvowycoL8RswDMcxb7tHn6ef/ +7w/EkB6Ua0F2vIXHD3cxrP7rfZTs8Wsn5oEYLF7cfES+ru6FeSAGv04vmWoa +n1l7MA/E8NMty4h8zsQXF5wYrkzY5k22MTyABSiGJKOUNPI4LX/MAzG8SVld +/8/iAMwDMTisiZZ7Rn9fEowLWAzKbqYG5LO7Q7Cg8f5LfFzJiirhmAdisNs6 +PoyclhGBeSCGVxtXXCdvmxKJeYD1k9v7ObmuLhoXiBjWm639Sfb7EoN5IAZG +8fSA51RPK2MxD8Rgo5g2keysk4B5IAbPhbGm5LPOSbjgxLAme70Tub8wBfNA +DAMc5L3I2d/SMA/EEDol8gg5fHEm5oEYKucLzpDPyNzEBSyG2tCJV8i1Ywox +D3C8+yzMJVtcLsM8EINp8awScmfYQ8wDMaSm9XtI/q9/IIaXT249JTf61GIe +iKFCe34NWTOwEfMA6zvv0ity3PdWzAMx9PFv/Wco/oF5IAZbP5mXZI3vYswD +MWy80V1NnhLQy8KjVQwLRr5+RPbe0x83bGJoLQ0tI3+vGvbQViAG+/hheeT4 +EC1cwPi86YHpZN+Lk830WDEc/vnoLPmY5mwMfDGY7/wWTq7pWYgbIpyf0d98 +yDYLbTEPOJg44NE68s24NZgHHMg3pS0h37nhhnnAwRyrfD3y1sjtmAcc3F7a +NYxcOMUD84CDsK9OPM3n9ZNemAccXBklbCAvLPTCPOBA+VtBEfnAZQ/MAw6q +bTPiySsd3DEPOKizfrKHXFuxEfOAg+mfVGzJYqkT5gEH7wadmkC+w9phHnDw +qnbeH6rXsTdNMQ84GKE/+BV55r/9AQe5k4anklv2jcE84CCu0NyXbBA0EPMA +v78pdTF5og2HgcqB3YWZQ8nl7z9OY0050OYEH2l9/Z5WsavVnIPF7bVXye8W +p2fWWnFQ6PnNi+w8+igGNAd+J6cakoPKtkzOd+DgmGXyb1rfS0ab4QLmoOOc +8b/1nrt41NVYJ7yfEPlA8t1porZQVw5O95MxIXu+rxrv68ZB8+hJvylPKqyT +N23ZwoH/60MF5LYx+y47unNwfI22F1mml0uLuQcHM34aTySrttmNMfTmwCum +6iPll06t3XodXw7MzapPk6dXrb2g6sdBvqypBVm/0vejXAAHxa90JZSPes+T +RvHBHDjmRGSQxze+XNsRit933nk1ebhwyPn6CA5Wx6f0JfcobXhfGcVByUXn +XMrjllkl6kUxHBQURjiT724ch3nAgXWTbh/yf/sDDnyHmV6nfHevG9kQkYT1 +tbranmww6jq+QDg4da2KpfeFxN0CA5WDUMX58eT88s54pwwOBh7UnkPeqZle +Z5XFwTTJoTp6/2iGuKsa5XLQFmqzl1zZNW+Vbj5ef8yJweRdW9XiRxZxMPrp +4kx6nyl+kalTLOUg+YjXYvIld6lKdznev5XSB3ofGvA9joIKDraMHruHXBal +HN9YyUFmnww5spmuXl11NQcR3OVz9H7tu3yaamkNBy9OzJhCtgn/5JhVy4HV +Jq+Sf+/nyiVxSfUcSHzWW5PXDd/0JqqRg0/3ejfQ+3yap/6wgGYO/lqt2EwO +eFPg4NHKwTLl1Z20H1i25OdJ1w4OGgYP9COnP254bivgIMFujww5cPmBAdDJ +QeSTYxG0v3j/vdpSj8X1GrhciVx0sjZMi+dA1fvZadqPjDQ9+UCpm4Psi7wK ++b9/X+DhoOKbs7Sf2Valbdwpy+P7zG0EeVnK733NcjwUxKacpf1PaUj4rRpF +Hibkx6iQM30e/yxX4qFKWf807Z80dt+ZlDuUh8tXQweRB/tt3JSiykOef8RR +2m+Fn7ibHDOSB0mkSW/y4dwX9biBgX0NV/bTfq2n6fQQb20eJrqV/KT9XLf6 +ABs3HR6UdUI3kg+5zQl10OVh2sS/b2n/d7hArcxUj4fDmydbkhVUs8Qz9XkY +0NSvmPaPNrW8nrYhDyWN2ZPIoSZ/3Yca8RCaZnyW9pt5K8vTZYGHjcY5fcnv +Rxi3MaY8rElW8Kb9qeiY94RWcx42Vy/5QPvXvhkbt9Va8XD00S4L8kAfpcwK +Wx4qIvfn0P63v2BvV54DD8O1tquRu5Xj56Q64ngegkDaL7e1eAfHOvHQk/67 +lfbTFRsUqkNdeYhNTrIkx0c5qfm68WC6YXwW7b83/9sf8NCv85QSeYJgSoGj +Ow8tVm1etF//oJktZ+HBw9vdWi9pP3+056uToTcPzZtMppMnH2++oePLQ69x +ZtG0/6+oiOmn5sfD3BtTv9P5wP76H1f5AHyefj3m5Lcm44r4YB5+TspLofOE +XWDf4V9Dedgxwv43nTfu7kzxbojA6715uZysLce/fBLFQ8baudfpfBJoq6Bf +HIN/nxPWm1xj+ib2WiwPi2qKHOk8o9bqLD2XwINByatrdN65/Tzf6XgSD4NV +v/2h89DgC79zDqbwkHNEzZ48duXUPztSeRgk45pC56fOTitYm8HDjFPFXXS+ +8vVesc8mi4ehBtMWkgsaLFONc3kobi88QeexnAm6T6bk86CZ5fSBzmtua/gW +jSIeLEKGTia/3J0rHFDKw/Rdn/fS+Y73dOS7y3lo3FpVTue/huXtjKCCB0uf +yv5kn1GbvjRW8nDg1IfldF78r3/Aw7b7CufpPNm4Ycy1khoe1Pss/UznzSuN +Gw5l1vIQvSp9Enn8/Gjz8/U8PChR8zxL93MkrW9kI9anfsotOq+uunGt+GAz +D3tKFnB0nu1379zmHa04H47cXLJnoW8/5w4edGUfHqTz76lYkyQrAa6Xexkl +dD72Wi2cNK+Th46Tqd10fu7X+1TmJJaH7d6FRmTHE6PGj+B5yNzccuAUer1s +7Gn5bhxvd+3bdP4e58Jz3F8efIMPMnQ+H3Upx6ddVgIL54inkR/WTZhSJyeB +VaMubKfzvEaPk+ZjRQncmu57OZrqYfhS69tKEnD2PthI5/8GjT8304dKwLIl +exjZZPiOlWdVJRAUpGxD/QKHnriZESMl0HvpxcPUT1CtD7Ly05LAUwvXwmPo +iEsTk3ZoS6DRy+oH9R8yXaInu+hIYE7lpjHkAIWbQltdCXxYmrWC+hV/U0+L +FuhJoLL3uHDqZ/zbHuhLoOdzZWEY5XHuyevjDSVwiE38Sv2Py1qZrmpGElik +nzSC3BIQaqMIElhxsXoJ9Utqnmvs7TGVQLbR5H1H6P2j5F3fZS4Bu74FV6i/ +Urwg1PeLlQSM/ni+pP5LgZujXYOtBLy0V/+h/ozb3i9uzxwkINjnMZF8Z//M +3HuOEsiV3nQIpPHcOX9egZMEyq6P96f+TuCyfj3XXCWgcvzRFer/tE+I6r7g +JoG8s7HV/uheP17Oit0igeTaUwz1i0LaFn+KcJfA1VYZdbK+o9PsQx5oj8kL +qL800Fhplqe3BC56K2w5gFY+u+nDOl8JnOy8cJz6UfPdnfTs/CRwoONHzj50 +3M3OyfMDJLDGiXlD/SuV3To1kw5LQM88R0r9rQepPZrDw3A8r4/TIifY+6r+ +jZBAxXF7Mx963++OLmqPksCRL/pbqT9WIW/R90UMzlfR82PUPxuhclGaFyuB +9n5jsnejE//tDyQQ+XzyS+q3mZ3Wb/FPksBEZQHjSXkh61HrmoLj83STCnnY +1yVekCoBq96xc6hfZ7y4Il8zQwLPc/ydqJ8Xrdp8pTsTf/9upP9OyuP15+c3 +5Eig9JB3EvX/cjQlgXl5eP3EoDJ3dPBy8Y7oQgkcm2neRP1C/57TvbeWSKDN +7MHfbeiLWq8WmJTj/b/gtMg/C3ImDauQQHDtZ6B+47YKvZKOxxJ4sDx8HfUj ++y+x4+88lUC3TUvAZrTgeo/HqRcSsFneeJ76l2OdpuZ6vZbAa8nawo3oaw7v +yxzrJBCzYNNL6ndGxMqfXfReAkd1hO0bqL7G5hvPa8L1ld2vm/qjxtLmTMPP +Ehj+NmUgeZhGZIdxuwRuJD3QoH4qHC34ZfldAgF9d05ypfe1yfr7rr8kEDIw +UZ/6rychYv1BRgL38+2N1lK9HptRdYGTgGFP5ALq104dvebv098SaG6zM3P6 +/P/+gRQeeCaYUX939OQJ1UZ9pNB4dvvC1egzyU83BspLQdet3Jj6wWtdOh9V +DZBC7tOkWY6Uz1vOiEYNloLHm95TqH/8pej2r/3DpeAWKNBagb66yin//Qgp +RD1xGUz95jLwNzfXlMLPWyt7OaAneo+6XDhWCmEmtQJ7+vzP+U9n6khh5faG +t9S/FuV/KMvTlYKTweYyW/Tqx92HTKZLIe7CvsvU71bWTpSvMZCCwnXlMBvK +qyeFrtvnSiHPcfoW6o+bSi0+/5ovBUi7ZGWFtuDmSZaYSmFVkv486qdPLY+5 +6GMuBanRZ4MlaHaFTYO3lRQmH86dR/338/nul81spdDumWxtTvnXIuhpWyaF +aX2vbaV+/bF3r76vXSmF3qa10YvQr5M13FNXS2HDhFH3qL/fPa3qQLmzFGxv +hvSYUl4ff6+e7SqFR1/6W5B/3LRf6rFBClXlN87Rvw8UpU0a3HuTFJzN9kgW +fP7//kAK+3at3Ej+H5QkZvE= + "]]}, { + Hue[0.6142719099991583, 0.6, 0.6], + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + GrayLevel[0.5]], + Line[CompressedData[" +1:eJw12XtYDd0XB3CEUog3KV3RlSivELosQlEpQhJCLqWSJCFJoVQUoQhFCKWk +KIUUSkklSReiJApRzcw5Z86R/NbyPr/zB8/nSXNm9l77O3sv49y2O24e0K9f +PxP8g/6ua1/kXJXdA/3o0+JRlHlM7fGEHPQCF9lB6C52ZNeY/B7Y8uKQ+zB0 +wC5VPdmCHrjZ05ejiJ43ctZWSVEPlN97IVBHryj1zPlW3APP1L/p6qJvnbkt +966sB5K0XBYZou0Pynq/qOiBJc9V185Ax2vFVj+o7oFCs9EbLdAdSmuN02t7 +oPjmlDVWdP11PqcvNPSA22ivhfboVHExe6ypB+KDSvSc0Mrt65fub+mBTR9A +shZ9Us8yY1tbD5SZvi3cjFZ84CHt2tEDJadP79mGvpJcu86+swdcvvpo70Kb +vgvLtejugYhZW58GoT+4B8kZcT1gF3ZoxWF0lHWeqybfA2kVBW+PoucGzrot +34vPI6+87BS6/9+BY2CS/clH59AVDXL23VIMOEZMUr+MvjRw7bkWaQaGP/ri +k4oOPsS2Vcsx4NZVdOc22n3Fy8mP5RmwV3vw/R7aJbDbP0uBgdfz34wuRK9k +nO4nKzHQ7SE//RnatWBAX6wqAykRW60q0b7vWDioyQBz5ZNNLfqo3cQQPy0G +6u7vt3yHvj3i2iM3PQaWVZpMbkW36Ln/cjRgwOPdSLmvaJWT22bMM2Jg1Ge5 +pi70Gof87cbGDDh/07kkRLdlLr6hZcLAZjlr59/or1KGHxVMGfD0cBo08KNH +kZeti8pAYGBL/+XXZdGe4TXLOEsGVteBxUj057vx0W1WDFi3jylXQrfUXSut +tWFg8rRWGw20U+eAASX2DMgWnC3SRtsK0sxyHBn4GGpuYIB+2JO0O8WJgVsH +q6P+Rd/8+CE7zoWBnYVLm03QSiWeP8NcGZg687G+Bbr/BcuJAW4MdHRquM9H +u2+hDwPx7z3P2aBttOsuO3kyYC6b8mQJXe9NbLOVDwNv/SqbndCRgQlqJn4M ++Cm19ayh+//nxyq9AAb68R28G/pR0rEzSoEMRIxq4jzQihp73kgHMyCzreCz +D7rjRKYCH8rAgf7RL/zRs0RTHTvCGOh6ZXMtEC29dEBsQyQDKz8Id4WgHZPU +q8uiGcjVjZ0djlZpPiyfH4v1cnMMdxS9XmGmQ2ocA65eJy7HorVNTY4nJDBw +zV2w4Az6RsOKl5GJ+P1XpZsvoKf5uMsHJjOQrB3ucxld8svLwTMFx+urL3cd +vTZ043GXVAaCmFLfDLSkb/FLmwwGCuHop2z0RX8DedMsBma/um+Xh17U+sve +IIeBzmtO6QXoX9aFMar5OF5FrgOeorNTdlXJFTDwR+O1fRna95fG8N4iBtY8 +vhNbSfez6MHizmIGeq73e1GD/h1jE91Uht9Xky+pR1dV0IeBZ3Obx75Hpwyw +HFpQzcBgga95K/rglDTbjFq8306fJe3ozU6DjiY24HrTb1zVibb3X1Ye3cTA +6BuZq3rQFlGnhwS3MDDDm3EQoqefLVvo08bACf9ks1/oqUldR1w7GNB+/FCz +Xyv+/MKQUvtOBn4unS8eiLY4OXowdON60535fAjaPmT0AiMOv2/O2ePD0Zu2 +DDmsyeP4Jm6yU0CHzO96It/LgB0k/lFCX1Ypw0hgYaqOZaoaWhh1fk63FAuB +y34tGoe+brLjQIs0Cw5Vvq066LtjFz2qlmPhVtxlv4nosVZav4vkWTifekJi +iP5y/Y9plgILirKmgcbooVYfApOVWFC7l9xjgj42tjA/VhV//3bxejO0t8ll +PlSThZfCK6Vz6Puijpj4abGwLxJ0F6BBZXuAmx4LOR5nghahjb845zga4P2d +vlm+GB3+cz5nacRC1dCgEY7oacb0YeHmKxl7J/r9u1p+WiYsKH1aesgFfWPH +6CwFUxaGz1152xXt4yXXLQUsnPyu/MYNfTx5gBFnycLl1vieLejho3q3tVmx +MEf31SAv9PcnovRaGxa8c0tHbkfr3hJ8L7ZnQftUoOJO9IM3gok5jiy4P/w6 +Yjf61ix+a4oTCyZTFQfuQ/c19t6Ic2HhNNf7MxidlivVEebKQpBU8quDNL4v +h+oFuLHAuPZPD0er6ChjHrDADdYIjkLHuWunOHmy8OfloYUx6PfWU9qsfFiI +jCmUO4nuLjHVMvHD61u+Ko1DV3+0ctMLYGFcZ15QAnr/+aXJSoEsGB4NmJiI +FjCrW6SDWSjQlH11CW3asVmTD2WhInWn71W07b7trh1hLKybcEfmBnpC+p7E +hkgWfJPKEm6iXweGNpVFsyA15K5WJnpRe6RqfiwLylt3Xcum+e6JdUmNYyHj +0dDxuehzCfRhoXhIYHw+OqD5UkNkIgtrbAqkCtBqT68rBSazsCukbmsROnb+ +LSfPFBbk00vKnqJfbbwb55LKwsTKqLGl9Pxj79faZLDw7JPOjnJ07r5CBdMs +Ftq64u9Xolf7Fzsa5OA7p+d9bzW6UvZ5rGo+zm+HxKQWLQeV1XIFLFi++eFV +j1Yc+Uq+t4iFTfdyz76l+Q6pte8sZmHw8RWP3qNjYuoxD1iYtKa8qQXdO+st +5gEL1RqK3Cd04cMmuYJqrOfwrIHt9P1Lmm0yalnoN19V/hu6ivsYmdjAwkYn +R4UfaNW0trLoJhbEBU4ju9Fzfdulg1tYeByoP4QlW3+z8mlj4cGxUomA/r3R +jzDXDha+scZfeHoeve5i+04WFt7e9uIXeuW/rBR0s9D42D+tD/3QVmhpxLFw +QX/Rof6fMD8DxKGaPNZ727cVA9Ej7vQWyffi9QWrxkuj/24P+nEwek18xxB0 ++Vq8nBQHl5Uu3RiK9q4YHNwizYGb/m43eXS7rWxBtRwHy2NUR/+DNmsahhfk +IGBR9NNR6K37R2IecFCxqsJTCb3DSBHzgIMVhQ1yKuiljDLmAQcjArOvqaFl +n6lhHnDQF7nKVBOdmDYW84ADta7K5+PQMpe0MQ848EmVd9RGL76mj3nAAZOn +UatL91cwCfOAgxvqvxwmoDd+noJ5wEFs/dUSA7TTqOmYBxzsnX9kuiF605xZ +mAccGD0ZdmkK+sRWc8wDDu4smTnIGN1wfC7mAQeDugdvno42v7PAp82KA+1L +ewtN0AWvF2XU2nAwcsOJUbPRq3vw9WHPwYuptpvM0KOGYvk5cuComHbLAv1D +C8vZiYNUmQx2DrplJi4PFw4qhy43nofutsHl5srBo3EXty1Aq7vg8nXjYJ91 +zGVr9N/twRYOZILH1SxCv9iOl/PkYEOJc68t2j4Ab8+Hg0j1aePs0T/34uP6 +cRAcfmfOEnRqIA5fAAdz+9W7OKJD9+B0BHLwKipp+3L07p04vcEc/Ksre8AJ +Hel1EPOAg7U1YyKd0ffWh+MNcuB0vDLaBT1gWRTmAQfqa3Wi19B8W8ZgHnCQ +ZTruiCt9v+FJzAMORhk83rceHaMcjw/MwXyDQV5uaNs/lAd4P2Y/lm9C17bh +5RI5UB5XP2sLurEcby+ZgzcXxqp4oJ2z8HFTsL4ynwu2opedxeFL5eCPc02F +F7rsAE5HBgfeCbMvbkPfd8fpzeKg0HfAtu1o3SVYLjkc8B8mzNiBHj4Lyy+f +A8W22xI/qs/xWM4FHIwJOXPfH71k6GPMAw4G3Hm/K4DGT4jLrZiDl0GHJu1B +B3/E5VvGweH3ER/2oiv/7g+wXt/8OLoPnZCHl6vm4MLG7Gn70e+v4u3V4v1G +1DUEoy/h7iqxgQObBS57QtBNwTh8TVifZ80VDqJPe+N0tHAQfTAk9RCtRxec +3jYOoqS0TMNovhZhuXRwsFVVpyycrjcTy68T67k8fEkE2kofy7mbg7fyC2sj +qX6UaXlw4Nnpsewouv8QXG48By3rvlYeQytLfmEecGDm+XxeDDrt+x/8cLBf +bkjOcfTe95QHAgiZKhkXi170Em9PWgBjq35GnUSPeYyPKycAtw9fuk6hO7Jx ++OQFABtbl8Sh867idCgI4OGajxnx6CPxOL1KAqgr/zT4LHplBJaLqgCOZ3xd +nUDzFYjlpymAjoFs+jm0wAvLWUsA76v/iM+jn63F5aEnAP+RI+YlouMccLkZ +CCDlmVZEEq1vWr5GAgjonv384qf/7w8E0B6zYnAy1a8OXs5EAFzyTriMrhmN +t2cqgEsT4vyvoC/L4OOCADp17qdcpfqQ4PBZCqA2vrUmBT2nE6fDSgBrg4b3 +XkPLf8DptRHAwTrzcTfQzS+xXOwFYJ3ia5mKznxMeSCAtI5r69LQQXcoD9CX +WvbcpDxLoTwQgE2lekw6Wu0M5YEAInxcL2agOyMoDwSw6fDl9FvoB4GUBwJo +Hv4tJ5N+35vyQAD7LgY9uE3Pv5byQAC5pckFWeg/iykPBHD6yKqH2eixFpQH +AlBovnLvDrp4MuWBAIyrQjLvUl6pUR4IQLC8+0oO+rwc5YEAnHcyp3PR1WIs +vzB8/glHDt6j+WzHco4UgNTuW9556JJaXB7R+DxrPJblo8Mf43KLFcC0xrsz +7lN+ZeDyjRNAwY9Tox98+v/+QABfEwax5G+HKQ/w/t8PqXiILtxOeSAAnfxL +yQVUby6UB3i9SeU7H6GF8ygPBPBlRrhlIeXFZMoDAcxurB1WhJ5L278sARgq +5L4hp/fdxQkRwNO2Ceceo5O+5OENCkCyeMrqJ5TfVQ9xAQugxv658lPKixxc +HkUCsG3nasgx5ykPBOCudCeyGB0bSnkgAK1mKfMStIo75QHWg0V7J7l+MeWB +AByunk94ht5jQnkggDUH1s0rRf/WojzA+n059Rt5owLlgQAmxSnGlKFvDaI8 +EAD7UtroOeWJ5BMWoABEB4ZUkn8w7TghAjBJUfEoR7f+wO1pJ44fmPZ7QfXy +vQsXsAB2OXjFkQM6WSxoAfjWpulV0PN2izAPBHCjSpxLPiukPMD1beE8r/LT +//cHQqgf/6yCbDN0IC4QITwPmresiq6nKoMFI4RfttV15IjJeDySE4LXCe+V +L9GBliMwD4Qw2kb5DXmJyyhccEIYsPe1QzVabpcyFqAQDNSTSsmpJ9UwD4Rw +asYes1foCXfGYh4IYWbJhlvkmDptXMBCUHvuol6DruvVx4IWgpnlxkhyf93J +mAdCuDBlH0Me7vgv5gH+/unLzq9p/YdOxzwQgsK2xgdk/sYsXCBCCFZyUqtF +KxWZY8EI4UWXfSB59bO5mAf4fIKnb8ilD/C4ZSmE4RNzDN+gV11ahAtOCFLH +xoeR//FfjAUohEbVoY1kdsZSzAMhxDXumFiHlnQsxzwQwr8ly/aS9aKccQEL +IfNDVgk5SGUNFrQQRugek69HixLWYR4IwfF8qxM5QWYj5oEQ9ljknCf/tz8Q +Qqj8wA9kpzt4/PAUgvfwl+oNaJ8ub8wDIcwyHb2afFPFF/NACB1xjXHk4dN3 +Yh4IIVBjTBX5nEUALjgh/KytlWpE25nsxQIUwoL8oSZkbc0gzAMhHHhR5P7X +wmDMAyGck+uJ+/vvH4biAhZCwt7Ex+SzOw5jQeP9Kj77RpYbfQTzQAimzZ4j +36KvpUZiHgihpe7odLLHpGOYB0Lw6NVfSa6vj8EFIoTcmB0B5MDPsZgHQsiu +OH2KvGRFHOaBEJxzT94ir9ZLwDwQQqqtVyn57OpEXHBCuH5M4wNZlknGPBDC +kr3pDPnWt2uYB0JIGak46B3l2YJ0zAP0CmdF8ukB2biAcfwXBGiRa8flYR4I +Ia3Fx4hsfeUR5oEQMvQsZ5G7w0swD4SwVqV7Dvm//oEQ8vL2WJGb/GsxD4Tw +aEDTIrLGgSbMAyH48mNsyfHf2zAPhFCdMNWGDPd/YB4IoeGLjjVZ7bsQ80AI +Mc3sXPKk4H7WPm04X4cuzCb77ZTFDZsQel9r/kv+Xj6qxL5TCHdf7tchnzms +iQtYCGN25yqRAy5NnGfECUG//Lk0OUpjBga+ENrK7glofKr75uKGSAg2O0M+ +ku3m2mMeiMD1udYLcnb8KswDEVhVlmeTH2S6YR6IQD806SzZ/dhWzAMRyH5O +CiLnTfLBPBBBO//ClXzzhC/mgQiePtQB8tw8X8wDESRMSVcn773ig3kggu3L +10moflY4emIeiAD04Q25tngj5oEIhqXb3iILJS6YByKoaz4cRn7AOWAeiCDp +6TcX8vhsS8wDEbit3G9Invp3fyAC7fNm/citu8dhHoigNUa/mtbDtJBhmAci +uDB1bhJZ306EgSqC5eHhnuSidx8MOUsRyETx08i/DIu3tVmJ4L75md+0Ht8u +uJ5eayMCj2S3YvLqsREY0CIYleMSSQ55tGVijqMIHuw5YEdeOHYeLmARrO+s +HkbOWqB+I85FBP1GOFRSPhQaCr6EueLzfBJHkbe/K9cJcBPBTPdXVuRi26RN +W7aIoPrcm37kL+N2X3HyFIGa7MR8yqMB/da2WvmIoGoOs52s9MVhnImfCL5Z +GOqQ9Wod1usFiMB34IcGyrsp5WsuKgXifMf2P0o2Lgv4IB0sgrufz5qSjaoS +1flQEfj1v/qN8lSn6dWajjARnGsbf5asyPxzoSFSBAbHFeeT++Q3vCuLFoFO +/6CflM+t0x+q5MeKIHy20xly4UZtzAMRLDW9akH+b3+AP5fa0kb571mv2hiZ +KILxp85HkKep38QXiAj0vs03IIs9rTFQRRAn41ZB75Ocou4zLqki8P7JeJG9 +Na7X22SI4OZ50RCyxmFPJdMsETiO8L1G76eyntkrDXJEsMluzVzyNnflM6r5 +Ivjg8PAtvd/kPg+olysQQZHKCT/yZU/J6N4iEQzNqJchT+P7nDqL8eeDTyXS ++/JR9IgzTWUiaNJ7MoU8z8CovqIC62/E5if0vh20zFCpoBrr+eI5R7LdkY9O +GbUi2Hwn9CO9r0eVLYxPbBBBjZ3KdvI6xU1voptEcMRr0y963xtuNx4V3CKC +g/Lrw8nBb3IdfdpEUDJz2Ajy0oU/T7h2iMC+3ess7ReulzZW2XeKYJxqkCb5 +wLK9Q6FbBLNrzVNov/Hue8UiI04E5//JmkDOP1EbrsmLYH7dm3Tan6hanngq +3yuCaZrphuT//n+BB88fxpm0v/Eo1zLrluLh65xthuSlyb92t0jzcHuMczrt +hwoOH7lTLcdD4W5On5zuX/qzSJ6HUastr9J+Sm3HgwlZCjxkPp2rQR4ZuHFT +shIPp7OYeNp/HTlemBSrykOR9orh5INZLxtwAwPT1Lcepv1bX/Opf/y0ePh5 +zlBM+7telaF2bno8dCemeJP3u80MczTgYbZu1QfaDx7MVX5kacRDufENB/IQ +pQzhVGMerjwzLqT9pF0tb6RlwsMD16OTyWEWfzwVTHkYFvT8HO0/764oui4F +PJzR+DmY/G6M2RfWkodVVuIdtF8VRPnptlnxsIz99o72s4NSN3rU2vAQpvN0 +PnmYv3x6sT0PbFNoOu1/ZTt39dx15CF+jJ4CuXfEmZkpTjz4vcveQ/vnL61+ +oXEuPESM13lP++viDUMqwlx5qPu5fw75TLSLcoAbD6vnFFym/fjmv/sDHsYo +fZIi63ZOynXy5GHEzq6NtH9/r3FL2tqHB8vlrU9ofx/R99XFxI+H1PsPxpIn +Hm3J1Avgwebavv10Higujh2sHMiDttL4RjovLLn521UmGMd/WKYxuc5CO58P +5SEkYnw0nS8cDgxS/BrGw4DIoM90/ij0TvZrjOTh0fACM7KWNP/qeTTVR9tJ +Oq8csB9ifD+Wh/epPe10nqm2fBOXFof3V/jZlKzctlpyLoGH5lVFMXT+uVeV +43I0kYdJ9uda6Hw08uKv2/uSeTjve+xf8vgVk397pfBg+Dg+lM5T3d02sCaV +h3bIr6bzVoDf8t12GTwUd7Ia5NzGRSlmWTyUlFp50/nstq7B80k5PHyrzsqj +85vbKr5VLZ8HY5npA8mvdmQxQwt4SN5WbU/nPX67E99bhOPR//BZOg82Lmtn +O4txPTxx+Hgd7a++6XNTGV4/23gC+b/+AQ9Pq4186TzZtGFc2sNqHr6ozc+l +8+bVpg3702vx/s/4/qLzqI55jNWFBh4SIAfIboeuDTrWxIP+6H8O0fl1ZWba +/X0tOH4qR0rofDv48bnNXm085CweJU3enhcweHUHD1m38q3pPHwyziLRppOH +GvPdRy6hfZ2ZCbO7eVD+ZfeMzs+D+59Mn8DhfH6ZPZDsdFxdZwzPw/B+c+fS +eXu9VNwpmV5cz9br9tN5XHstLxL9wfotiMu7gFa/fNu/XUoMJ9u6GDq/l9Tr +TqqXFkMe7J1EVutz0SiVE8OQl/9upvO+luJi23vyYjh8ckwi9QMa1X5nX1cQ +g27UlFrqF1goeq04qySGnpwAWbJjX/zUSFUxdCh2whl6nzWE2ARqikE67YQ/ +9RsiL+snemmJwcFv0w3qR6SvjZm4Vk8MRT7u705TXg7JZuwNxLDmYsIw8p+U +U4I5RmIYO/CXBfUz/m4PjMUgn3h0O/U7RmWduKljIgZ9T9uL1A+5opnuqmwq +Bg+v2VUn6H0WHGYnB2KoueTcS/2T6iq1XX2WYtgie20C2Vver6HHSgxaN8Y7 +Ub/l/pywgM82YpALrAqNpvpzc3JotBeDWkhqOvVn3HZ9dqt0FMPy+3fqqH/z +YM/UrMdOOH76P/5E0Xh6m8/OdRHD/Bcr9MkHlg7uS3MVgyT5hwP1f9p1o3sv +uomhMf1uAPWH+v14NT1uixhav6ddOII+/GXBx0hPMazerfiE+knGTi4z9vuI +Idx9Vjv1m4aZyU/f7ieGzQ9HDyWPOLvp/boAMfC7MqYcRpt7uhg5BIphzunf +y6lfFZ/dPdE8WAymStJ7qZ81eode9YSDYvja9/xCKPppSp+GYrgY7Gytiqj/ +lbAkQOlPpBg29u77dIDe9zti8tujxTD5H6/B5GIZ60EvY8WQfkxhAvXPxoy+ +JLkbJ4Zmr1221F87/3d/IIbizBPbguj9esq4NShRDOucNx+nfpyylE+tazL+ +/mb2diDN39eFvpAihlv1s2uof2e2oDhHI1UMm26ZstTfi1FqudqbLoaqrwIF +suz6C+aNt8XwPXLrtN2UBxriA3fviqEgJn459QdDlwm9YvLEYMkH+e9CB/Wd +6u/+UAxBz9ROUz/xkmbNHIsirA/xrjs70T9zb08YVSwG2diIGuo/ehQbPewo +FYNr9PIe6k/KLnTgH7wQg/vPRnly580+n5Mv8Xmz/kzypTxzmZzl+1oMIW/S +ram/meb47pFTPY7nqo/rfKje42TOzn+H9WCeuOtvP3R8jtnsZny+0JYIb3pe +SUu6ySd8fp2bCdQ/HaV2rMOsXQzaE39f90RDRG7Xou9ieBJTd4f6rQUW65+4 +donh2DKTAurHnoDI9ftYMRzYo1nsTvUa9W/5RZEYLvyOKaP+7eSxq/68+CWG +T61h5Zs//b9/IIEV+gPLqd87dqJuhelACTCVQ0o3ok8nvdh4QEYCea/jH1N/ +eM3a7mflQyVwY9bN/A2Uz1tOC9RHSuDJH6tM6id/zr/XtUdRAtK6npfXoW+s +dMl5N0YCAemjTlH/+REEWVlpSED+lFXoWrS+n/qVvPESqGn840396s8/zV9M +1ZNAUcgcp9X0fs55/+iugQTqj8iYU3/bubR3v8UUCSh3rRy3iupd67xM9TQJ +HM41lKJ+uNrzPNetsySg8uFYK/XLLSXWn7rMJbC5aO6zFWhr0WzxQksJ/Lyn +lkP99clFsZf8rSRwt1g9cxmaW27X6Gcjgftf5t+lfvyFHM8r8+wl8Fv9ZPFS +yr/Wzr4vSyVwwHNQC/Xvo97WfF+zQgJzKpIGk18nqXmmOEsA5rnOdED3Gpbv +LVotgaCX83ZR/3/w0Xcqt1wlIPJ1KFiM/pG9ZLHPBglk6oWOIOdfmzCy/yYJ +pLINPnaf/r8/kEBzrVMD/X/C/wAHOYY/ + "]]}}}, {{}, {}}}, { + DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> + 1, Axes -> {False, False}, AxesLabel -> {None, None}, + AxesOrigin -> {1.1000000000000025`, -199.00000000000045`}, BaseStyle -> + 18, DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, + FrameLabel -> {{ + Style[ + "\!\(\*StyleBox[\"E\",FontSlant->\"Italic\"]\)(F-F) (hartree)", + FontSize -> 20], None}, { + Style[ + "\!\(\*SubscriptBox[\(R\), \(F - F\)]\) (\[Angstrom])", FontSize -> + 20], None}}, FrameStyle -> Automatic, + FrameTicks -> {{Automatic, Automatic}, {Automatic, Automatic}}, + GridLines -> {Automatic, Automatic}, GridLinesStyle -> Directive[ + GrayLevel[0.5, 0.4]], ImageSize -> 500, + LabelStyle -> {FontFamily -> "Times"}, + Method -> { + "OptimizePlotMarkers" -> True, "OptimizePlotMarkers" -> True, + "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ + Identity[ + Part[#, 1]], + Identity[ + Part[#, 2]]}& ), "CopiedValueFunction" -> ({ + Identity[ + Part[#, 1]], + Identity[ + Part[#, 2]]}& )}}, PlotRange -> {{1.1, 1.65}, {-199., -199.125}}, + PlotRangeClipping -> True, PlotRangePadding -> {{0, 0}, {0, 0}}, + Ticks -> {Automatic, Automatic}}], + Placed[ + Unevaluated[ + PointLegend[{ + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + RGBColor[1, 0.5, 0]], + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + RGBColor[1, 0, 0]], + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + RGBColor[0, 0, 1]], + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + GrayLevel[0]], + Directive[ + PointSize[0.009166666666666668], + CapForm["Butt"], + AbsoluteThickness[1.6], + Thickness[0.01], + GrayLevel[0.5]]}, { + Style["CC3", FontSize -> 20], + Style["CCSD", FontSize -> 20], + Style[ + "BSE@\!\(\*SubscriptBox[\(G\), \(0\)]\)\!\(\*SubscriptBox[\(W\), \ +\(0\)]\)@HF", FontSize -> 20], + Style[ + "BSE@\!\(\*SubscriptBox[\(G\), \(0\)]\)\!\(\*SubscriptBox[\(W\), \ +\(0\)]\)@HF (\[Eta]=1)", FontSize -> 20], + Style["BSE@evGW@HF (\[Eta]=1)", FontSize -> 20]}, + LegendMarkers -> {{False, Automatic}, {False, Automatic}, { + False, Automatic}, {False, Automatic}, {False, Automatic}}, + Joined -> {True, True, True, True, True}, + LabelStyle -> {FontFamily -> "Times"}, LegendLayout -> "Column"]], { + Right, Top}, Identity]]& ], + AutoDelete->True, + Editable->True, + SelectWithContents->False, + Selectable->True]], "Output", + CellLabel-> + "Out[210]=",ExpressionUUID->"ede19c11-5d07-4864-bb51-b02c94eff86a"] +}, Open ]] +}, Open ]] +}, Open ]] }, Open ]] }, WindowSize->{1998, 1395}, @@ -2534,75 +4585,110 @@ CellTagsIndex->{} (*NotebookFileOutline Notebook[{ Cell[CellGroupData[{ -Cell[580, 22, 88, 0, 84, "Section",ExpressionUUID->"a68e1e90-2158-4da8-9829-76467decd8c9"], -Cell[671, 24, 1276, 35, 90, "Input",ExpressionUUID->"682f75fb-1edd-4aa6-a4ad-b597c5f869c9"], -Cell[1950, 61, 1001, 27, 64, "Input",ExpressionUUID->"35c12977-2872-4eab-be4f-329f455172b3"], +Cell[580, 22, 210, 4, 84, "Section",ExpressionUUID->"02be5389-c76a-4857-909d-d9a74db06627"], +Cell[793, 28, 309, 6, 57, "Input",ExpressionUUID->"d157845e-0bac-4623-9438-6db32c2b348a", + InitializationCell->True], +Cell[1105, 36, 233, 6, 57, "Input",ExpressionUUID->"466164d7-6b9d-472d-8dbb-051b87d2ab0d", + InitializationCell->True], Cell[CellGroupData[{ -Cell[2976, 92, 328, 7, 37, "Input",ExpressionUUID->"59810817-5144-4818-800a-a2ceb8fcd500"], -Cell[3307, 101, 4095, 96, 308, "Output",ExpressionUUID->"814e3769-9eaf-4e1a-8956-617c8e61d77e"] -}, Open ]], -Cell[7417, 200, 1274, 35, 90, "Input",ExpressionUUID->"5f735bd6-ba1a-4987-b9f7-8ff4ac674345"], -Cell[8694, 237, 981, 27, 64, "Input",ExpressionUUID->"5928cf25-152d-4cb2-9ce3-3f99ce9557d3"], +Cell[1363, 46, 575, 12, 84, "Input",ExpressionUUID->"1a76bff9-c9eb-4a64-8550-cf38c809ba22", + InitializationCell->True], Cell[CellGroupData[{ -Cell[9700, 268, 310, 7, 37, "Input",ExpressionUUID->"33a86cd9-4a3d-4b09-91de-2cbb886a6250"], -Cell[10013, 277, 5200, 125, 308, "Output",ExpressionUUID->"d32fbdb3-4ad8-4d05-aa55-4c32ff841fbc"] -}, Open ]], -Cell[15228, 405, 1275, 35, 90, "Input",ExpressionUUID->"051138e6-33b2-49e1-b570-b5e33fd33d7f"], -Cell[16506, 442, 982, 27, 64, "Input",ExpressionUUID->"37bd2bc4-e119-4f55-88d4-845984e63c22"], -Cell[17491, 471, 230, 6, 37, "Input",ExpressionUUID->"c2496421-c71c-4de1-a28d-dd9067951fda"], -Cell[CellGroupData[{ -Cell[17746, 481, 312, 7, 37, "Input",ExpressionUUID->"bbbc4763-dda3-4da9-8ff0-9b7dc9932b23"], -Cell[18061, 490, 4933, 120, 306, "Output",ExpressionUUID->"cad1c286-e9fa-457d-9d0f-e5060da9432b"] -}, Open ]], -Cell[23009, 613, 513, 11, 64, "Input",ExpressionUUID->"c351c0eb-ffe9-41ea-b9a4-ee9c001a879d"], -Cell[CellGroupData[{ -Cell[23547, 628, 1050, 23, 37, "Input",ExpressionUUID->"3dc691e1-f05a-4c4c-8978-c337f01f76cf"], -Cell[24600, 653, 8346, 163, 583, "Output",ExpressionUUID->"dad67ae9-473d-49b3-a4ed-6cc27aca3cc2"] -}, Open ]], -Cell[CellGroupData[{ -Cell[32983, 821, 859, 20, 37, "Input",ExpressionUUID->"e9d7c473-f53c-4be4-9780-1cba856893ff"], -Cell[33845, 843, 6570, 149, 308, "Output",ExpressionUUID->"2a2efd1e-215b-4367-831c-d3eaaa63ec02"] +Cell[1963, 62, 184, 3, 29, "Print",ExpressionUUID->"cbf42558-605c-438a-8830-4651f2b14404"], +Cell[2150, 67, 257, 5, 29, "Print",ExpressionUUID->"01c9b322-7e7d-4570-91fe-d6b16e2d90b3"], +Cell[2410, 74, 492, 9, 32, "Print",ExpressionUUID->"7208cf23-5c42-419a-905c-548f15dd7dda"] +}, Open ]] }, Open ]] }, Closed]], Cell[CellGroupData[{ -Cell[40464, 998, 162, 3, 65, "Section",ExpressionUUID->"6a704d60-27a2-4628-a61b-b8f4e21f8868"], -Cell[40629, 1003, 878, 28, 116, "Input",ExpressionUUID->"6feb960f-bb32-4591-80f4-4f095d8668c2"], -Cell[41510, 1033, 316, 9, 40, "Input",ExpressionUUID->"21c50754-febc-41cd-a91a-d483a7bc8140"], -Cell[41829, 1044, 1051, 32, 116, "Input",ExpressionUUID->"4dfd87b2-28e1-4b90-98bd-12ef5c33e7cd"], -Cell[42883, 1078, 1724, 56, 68, "Input",ExpressionUUID->"f6448161-1952-4500-b5f5-566946f9b807"], -Cell[44610, 1136, 1288, 43, 42, "Input",ExpressionUUID->"260633fc-4386-4e7b-a747-77a336ee6b4d"], -Cell[45901, 1181, 1348, 44, 79, "Input",ExpressionUUID->"0819721e-8f8a-4961-93d6-77fc2fd42396"] +Cell[2963, 90, 88, 0, 65, "Section",ExpressionUUID->"a68e1e90-2158-4da8-9829-76467decd8c9"], +Cell[3054, 92, 1276, 35, 90, "Input",ExpressionUUID->"682f75fb-1edd-4aa6-a4ad-b597c5f869c9"], +Cell[4333, 129, 1001, 27, 64, "Input",ExpressionUUID->"35c12977-2872-4eab-be4f-329f455172b3"], +Cell[CellGroupData[{ +Cell[5359, 160, 328, 7, 37, "Input",ExpressionUUID->"59810817-5144-4818-800a-a2ceb8fcd500"], +Cell[5690, 169, 4095, 96, 308, "Output",ExpressionUUID->"814e3769-9eaf-4e1a-8956-617c8e61d77e"] +}, Open ]], +Cell[9800, 268, 1274, 35, 90, "Input",ExpressionUUID->"5f735bd6-ba1a-4987-b9f7-8ff4ac674345"], +Cell[11077, 305, 981, 27, 64, "Input",ExpressionUUID->"5928cf25-152d-4cb2-9ce3-3f99ce9557d3"], +Cell[CellGroupData[{ +Cell[12083, 336, 310, 7, 37, "Input",ExpressionUUID->"33a86cd9-4a3d-4b09-91de-2cbb886a6250"], +Cell[12396, 345, 5200, 125, 308, "Output",ExpressionUUID->"d32fbdb3-4ad8-4d05-aa55-4c32ff841fbc"] +}, Open ]], +Cell[17611, 473, 1275, 35, 90, "Input",ExpressionUUID->"051138e6-33b2-49e1-b570-b5e33fd33d7f"], +Cell[18889, 510, 982, 27, 64, "Input",ExpressionUUID->"37bd2bc4-e119-4f55-88d4-845984e63c22"], +Cell[19874, 539, 230, 6, 37, "Input",ExpressionUUID->"c2496421-c71c-4de1-a28d-dd9067951fda"], +Cell[CellGroupData[{ +Cell[20129, 549, 312, 7, 37, "Input",ExpressionUUID->"bbbc4763-dda3-4da9-8ff0-9b7dc9932b23"], +Cell[20444, 558, 4933, 120, 306, "Output",ExpressionUUID->"cad1c286-e9fa-457d-9d0f-e5060da9432b"] +}, Open ]], +Cell[25392, 681, 513, 11, 64, "Input",ExpressionUUID->"c351c0eb-ffe9-41ea-b9a4-ee9c001a879d"], +Cell[CellGroupData[{ +Cell[25930, 696, 1050, 23, 37, "Input",ExpressionUUID->"3dc691e1-f05a-4c4c-8978-c337f01f76cf"], +Cell[26983, 721, 8346, 163, 583, "Output",ExpressionUUID->"dad67ae9-473d-49b3-a4ed-6cc27aca3cc2"] +}, Open ]], +Cell[CellGroupData[{ +Cell[35366, 889, 859, 20, 37, "Input",ExpressionUUID->"e9d7c473-f53c-4be4-9780-1cba856893ff"], +Cell[36228, 911, 6570, 149, 308, "Output",ExpressionUUID->"2a2efd1e-215b-4367-831c-d3eaaa63ec02"] +}, Open ]] }, Closed]], Cell[CellGroupData[{ -Cell[47286, 1230, 264, 4, 65, "Section",ExpressionUUID->"470a82c0-3bf7-49b2-b0a4-e18638c845fc"], -Cell[47553, 1236, 845, 16, 73, "Text",ExpressionUUID->"0d18b6aa-4968-4bd0-a62c-7cbf1928b263"], -Cell[48401, 1254, 2386, 63, 146, "Input",ExpressionUUID->"de460126-5872-41ad-b94a-2ac25594d244"], -Cell[50790, 1319, 94, 0, 44, "Text",ExpressionUUID->"5ddc87f4-cdbc-4e64-b398-e4dd73a164b9"], -Cell[50887, 1321, 726, 24, 43, "Input",ExpressionUUID->"13b10e6f-abda-4091-a5ab-9647b9bd5090"], -Cell[51616, 1347, 423, 12, 42, "Input",ExpressionUUID->"8fae97ef-b0a1-4939-9bfa-1b576bff870a"], -Cell[52042, 1361, 1532, 48, 44, "Input",ExpressionUUID->"a36084fe-8d84-44a2-ab56-752e26abb5c2"], -Cell[53577, 1411, 829, 24, 40, "Input",ExpressionUUID->"953e39d9-6625-402e-8c90-8a7cb2cccde3"], -Cell[54409, 1437, 970, 30, 43, "Input",ExpressionUUID->"458a09fb-389c-463e-aefa-8294bec583fa"], -Cell[55382, 1469, 109, 0, 44, "Text",ExpressionUUID->"c90c48af-9fdf-4ddc-8608-9400c30a5610"], -Cell[55494, 1471, 2424, 78, 146, "Input",ExpressionUUID->"3c8afc9a-6104-43d2-8a12-a28ea7c2ad67"], -Cell[57921, 1551, 93, 0, 44, "Text",ExpressionUUID->"aafadf45-fa5d-4336-8b76-b63439e28ca0"], -Cell[58017, 1553, 1764, 57, 47, "Input",ExpressionUUID->"731e5aa2-2627-4749-89ca-13d707fa2305"], -Cell[59784, 1612, 92, 0, 44, "Text",ExpressionUUID->"4d08ac91-7b28-436a-a672-edd3cf5ebb8f"], -Cell[59879, 1614, 1709, 56, 47, "Input",ExpressionUUID->"09edbc2e-1fd4-47fa-b54f-e187cfeccc59"], -Cell[61591, 1672, 93, 0, 44, "Text",ExpressionUUID->"8e0d45f2-faf4-46af-a8aa-fb7d172b4e8c"], -Cell[61687, 1674, 3079, 103, 79, "Input",ExpressionUUID->"f2438676-7819-493d-ac9a-51dc5fb67c04"], -Cell[64769, 1779, 2628, 88, 47, "Input",ExpressionUUID->"02baca0b-7f2f-4be6-826c-0d732408f2ad"], -Cell[67400, 1869, 2765, 86, 47, "Input",ExpressionUUID->"f1fe5e52-9053-451b-8521-6d393ea4a08f"], -Cell[70168, 1957, 92, 0, 44, "Text",ExpressionUUID->"09951dc5-1207-416a-a2ea-cf6c4c6fc44d"], -Cell[70263, 1959, 777, 26, 43, "Input",ExpressionUUID->"04e3db48-bd52-4a1d-bdea-7c8f4c20e3f6"], -Cell[71043, 1987, 2132, 70, 47, "Input",ExpressionUUID->"ab19d3af-3174-4ce8-86b0-dcc88d1af0ac"], -Cell[73178, 2059, 2498, 79, 47, "Input",ExpressionUUID->"5555ca58-25bc-40bf-9d66-0058a15c72a0"], -Cell[75679, 2140, 118, 0, 44, "Text",ExpressionUUID->"cf5c443b-a1be-47db-8c90-8d92dc005175"], -Cell[75800, 2142, 5152, 158, 84, "Input",ExpressionUUID->"009c187a-6ffb-4145-8afd-433506865326"], -Cell[80955, 2302, 84, 0, 44, "Text",ExpressionUUID->"0581ffe5-a1bd-456d-b8ca-274d0988b17f"], -Cell[81042, 2304, 4648, 154, 167, "Input",ExpressionUUID->"7bc8daef-44bc-447f-8659-e2e31520db06"], -Cell[85693, 2460, 90, 0, 44, "Text",ExpressionUUID->"53ef96ad-c734-44f1-8123-1d211616b540"], -Cell[85786, 2462, 1629, 50, 64, "Input",ExpressionUUID->"920b9a14-7358-437b-8b2d-9af272494adb"] +Cell[42847, 1066, 162, 3, 65, "Section",ExpressionUUID->"6a704d60-27a2-4628-a61b-b8f4e21f8868"], +Cell[43012, 1071, 878, 28, 116, "Input",ExpressionUUID->"6feb960f-bb32-4591-80f4-4f095d8668c2"], +Cell[43893, 1101, 316, 9, 40, "Input",ExpressionUUID->"21c50754-febc-41cd-a91a-d483a7bc8140"], +Cell[44212, 1112, 1051, 32, 116, "Input",ExpressionUUID->"4dfd87b2-28e1-4b90-98bd-12ef5c33e7cd"], +Cell[45266, 1146, 1724, 56, 68, "Input",ExpressionUUID->"f6448161-1952-4500-b5f5-566946f9b807"], +Cell[46993, 1204, 1288, 43, 42, "Input",ExpressionUUID->"260633fc-4386-4e7b-a747-77a336ee6b4d"], +Cell[48284, 1249, 1348, 44, 79, "Input",ExpressionUUID->"0819721e-8f8a-4961-93d6-77fc2fd42396"] +}, Closed]], +Cell[CellGroupData[{ +Cell[49669, 1298, 264, 4, 65, "Section",ExpressionUUID->"470a82c0-3bf7-49b2-b0a4-e18638c845fc"], +Cell[49936, 1304, 845, 16, 73, "Text",ExpressionUUID->"0d18b6aa-4968-4bd0-a62c-7cbf1928b263"], +Cell[50784, 1322, 2386, 63, 146, "Input",ExpressionUUID->"de460126-5872-41ad-b94a-2ac25594d244"], +Cell[53173, 1387, 94, 0, 44, "Text",ExpressionUUID->"5ddc87f4-cdbc-4e64-b398-e4dd73a164b9"], +Cell[53270, 1389, 726, 24, 43, "Input",ExpressionUUID->"13b10e6f-abda-4091-a5ab-9647b9bd5090"], +Cell[53999, 1415, 423, 12, 42, "Input",ExpressionUUID->"8fae97ef-b0a1-4939-9bfa-1b576bff870a"], +Cell[54425, 1429, 1532, 48, 44, "Input",ExpressionUUID->"a36084fe-8d84-44a2-ab56-752e26abb5c2"], +Cell[55960, 1479, 829, 24, 40, "Input",ExpressionUUID->"953e39d9-6625-402e-8c90-8a7cb2cccde3"], +Cell[56792, 1505, 970, 30, 43, "Input",ExpressionUUID->"458a09fb-389c-463e-aefa-8294bec583fa"], +Cell[57765, 1537, 109, 0, 44, "Text",ExpressionUUID->"c90c48af-9fdf-4ddc-8608-9400c30a5610"], +Cell[57877, 1539, 2424, 78, 146, "Input",ExpressionUUID->"3c8afc9a-6104-43d2-8a12-a28ea7c2ad67"], +Cell[60304, 1619, 93, 0, 44, "Text",ExpressionUUID->"aafadf45-fa5d-4336-8b76-b63439e28ca0"], +Cell[60400, 1621, 1764, 57, 47, "Input",ExpressionUUID->"731e5aa2-2627-4749-89ca-13d707fa2305"], +Cell[62167, 1680, 92, 0, 44, "Text",ExpressionUUID->"4d08ac91-7b28-436a-a672-edd3cf5ebb8f"], +Cell[62262, 1682, 1709, 56, 47, "Input",ExpressionUUID->"09edbc2e-1fd4-47fa-b54f-e187cfeccc59"], +Cell[63974, 1740, 93, 0, 44, "Text",ExpressionUUID->"8e0d45f2-faf4-46af-a8aa-fb7d172b4e8c"], +Cell[64070, 1742, 3079, 103, 79, "Input",ExpressionUUID->"f2438676-7819-493d-ac9a-51dc5fb67c04"], +Cell[67152, 1847, 2628, 88, 47, "Input",ExpressionUUID->"02baca0b-7f2f-4be6-826c-0d732408f2ad"], +Cell[69783, 1937, 2765, 86, 47, "Input",ExpressionUUID->"f1fe5e52-9053-451b-8521-6d393ea4a08f"], +Cell[72551, 2025, 92, 0, 44, "Text",ExpressionUUID->"09951dc5-1207-416a-a2ea-cf6c4c6fc44d"], +Cell[72646, 2027, 777, 26, 43, "Input",ExpressionUUID->"04e3db48-bd52-4a1d-bdea-7c8f4c20e3f6"], +Cell[73426, 2055, 2132, 70, 47, "Input",ExpressionUUID->"ab19d3af-3174-4ce8-86b0-dcc88d1af0ac"], +Cell[75561, 2127, 2498, 79, 47, "Input",ExpressionUUID->"5555ca58-25bc-40bf-9d66-0058a15c72a0"], +Cell[78062, 2208, 118, 0, 44, "Text",ExpressionUUID->"cf5c443b-a1be-47db-8c90-8d92dc005175"], +Cell[78183, 2210, 5152, 158, 84, "Input",ExpressionUUID->"009c187a-6ffb-4145-8afd-433506865326"], +Cell[83338, 2370, 84, 0, 44, "Text",ExpressionUUID->"0581ffe5-a1bd-456d-b8ca-274d0988b17f"], +Cell[83425, 2372, 4648, 154, 167, "Input",ExpressionUUID->"7bc8daef-44bc-447f-8659-e2e31520db06"], +Cell[88076, 2528, 90, 0, 44, "Text",ExpressionUUID->"53ef96ad-c734-44f1-8123-1d211616b540"], +Cell[88169, 2530, 1629, 50, 64, "Input",ExpressionUUID->"920b9a14-7358-437b-8b2d-9af272494adb"] +}, Closed]], +Cell[CellGroupData[{ +Cell[89835, 2585, 77, 0, 65, "Section",ExpressionUUID->"8a3d16ca-0779-480a-b23d-aa8d77e59793"], +Cell[89915, 2587, 1894, 46, 448, "Input",ExpressionUUID->"d754cecd-0dc1-44bc-aadc-26d9c91dd570", + InitializationCell->True], +Cell[CellGroupData[{ +Cell[91834, 2637, 84, 0, 67, "Subsection",ExpressionUUID->"14db7a36-714c-4139-a9a1-b9adf8150988"], +Cell[CellGroupData[{ +Cell[91943, 2641, 165, 3, 56, "Subsubsection",ExpressionUUID->"6995328e-6a17-410f-8738-8a1d6809e67a"], +Cell[92111, 2646, 1148, 32, 168, "Input",ExpressionUUID->"61300761-bb45-4b64-b105-cf2d5871979f"] +}, Open ]], +Cell[CellGroupData[{ +Cell[93296, 2683, 314, 5, 56, "Subsubsection",ExpressionUUID->"dcd678bb-6dc4-4a3c-9206-61c1204c9bdb"], +Cell[CellGroupData[{ +Cell[93635, 2692, 2548, 64, 428, "Input",ExpressionUUID->"cd7ca353-7a15-4a03-a45c-503c6b68d417"], +Cell[96186, 2758, 101118, 1802, 617, "Output",ExpressionUUID->"ede19c11-5d07-4864-bb51-b02c94eff86a"] +}, Open ]] +}, Open ]] +}, Open ]] }, Open ]] } ]