From 3e69124248a44adc0112a6b4a8939623c6905ee2 Mon Sep 17 00:00:00 2001 From: HelQ Date: Thu, 8 Sep 2022 02:44:16 +0200 Subject: [PATCH] Final ver.0.1 --- genetic.py | 2 +- main.py | 10 ++++------ neural.py | 1 - trash.xlsx | Bin 14347 -> 39571 bytes 4 files changed, 5 insertions(+), 8 deletions(-) diff --git a/genetic.py b/genetic.py index 23cd50b..3a4f13f 100644 --- a/genetic.py +++ b/genetic.py @@ -5,7 +5,7 @@ class genetic: def __init__(self, chrome): self.chrome = chrome self.key = 10 - self.pop_size = 50 + self.pop_size = 500 self.gen_max = 20 self.length = len(chrome) - 1 self.div = self.length // 2 diff --git a/main.py b/main.py index d0c4593..ccdcc70 100644 --- a/main.py +++ b/main.py @@ -1,8 +1,6 @@ # from collections import deque from queue import PriorityQueue -import matplotlib.pyplot as plt - from neural import * from path_algorithms.a_star import a_star # from path_algorithms.bfs import bfs @@ -57,8 +55,8 @@ for i in range(15): rubbish_list.append(Rubbish(screen, j * 60, i * 60)) path = [] -X,y = create_training_data() -model = learn_neural_network(X,y) +x, y = create_training_data() +model = learn_neural_network(x, y) gen = [(truck.y / 60, truck.x / 60)] fl = 0 @@ -128,9 +126,9 @@ while True: number = np.random.randint(2077) path_img = "images/bbb" - img = Image.open(path_img+'/'+str(number)+'.jpg') + img = Image.open(path_img + '/' + str(number) + '.jpg') img.show() - prediction = predict(model,path_img+'/'+str(number)+'.jpg') + prediction = predict(model, path_img + '/' + str(number) + '.jpg') result(prediction) data = rubbish_list[order[0]].data_for_decision_tree() print(f'----------\n' diff --git a/neural.py b/neural.py index 814d00d..3dbe6ad 100644 --- a/neural.py +++ b/neural.py @@ -1,7 +1,6 @@ import math import os import cv2 -import matplotlib.pyplot as plt import numpy as np from keras.layers import Conv2D, MaxPooling2D from keras.layers import Dense, Activation, Flatten diff --git a/trash.xlsx b/trash.xlsx index b91e5afb31fdeb962f64b6dc9f5b882578b49293..0771d17da85302bb0a2f8453e123c6db6bcf32ad 100644 GIT binary patch delta 35907 zcmYgXcRZEv`&SaO_ufPtGa@s4RYrwluY*vw?1MPQk?lx{tWfrrV;&=pO-70AY{$q7 zzuV{g&+qj*uX@#Up69vm>%PYO{l2b)bWf?hPO7hqe}fhe503~hgEon@lq!Q(;MvRE zhYsuD|FGBa@TgKa@6o~wk{;<{#7GgBeW`&PHEFk_znUXt!Xi3(DeDDrb+Id|F$PU= zJ<~e!8`AN(v*XIr8d;((9z}HyF~g|mQa@(-axe(Cm~cF;(`cgt2^x{8K#tPfe{qCF zI;~&uRR&I&A;}W4v=2MDAsW6$%*_HA%}vL!kx&Iw@6?ZiLJjb$h>=f9EGzb0J>$aT zVx-H%{pPbp;gda4tNtgsUNNa--|Ss#hNiT`Gj_$?Jw)Es{yzMm{)0)-gIm-B!M@*aCJ@7Ftzz^M&LP-yA{+(P;bSOkh9`#hI#AR*^$z} zvjq6X-g4pGzt*|nvviKj<$CzVT4C!&dU?w!jsjf!HK}yrHg|c5wF;^G_wz_8=;%;S z34S@padGfH0e(J@orM4UzSiW{`c6r)uDs>!^nL5UzelZShjZuk93huYJC}dQ>gWC~ zW8r7>(n=RwO*<_Y^YGx1lfP%Jmsq#Lxr;@se@AW?2dmj3=L}Zo7q8&wr+QWwJ?YsO z<*gT+yZe{t>)G%@j@FZHu!estXRZHM;8CKNe??o*=L#=JKP6;__?#Xpoo3Gkot!1C zWW)EdJ13Jnt(Qku7ekjPJ@AvQ9?|E)Cx5XVA*aiFC#S2ICkdhnqH`f{A;FF>3TE!<2tILDK9rzLE2!1(0(fV(8?s6Oag()9_pPwsTu7d3|)LiuFDgARj zUs?52I=|Ryy-;pFTQAJMd$K$ibQpDcaAx1Cba8!B?{Xt@@ip7!R#f@r!9abv1xeFI zTwgjz%gO0ahOA4%z>DL7%Om)59pQsBk%TRv_ zKmWVI0Y6=#D8FD&#SU@)JJ`au;=ga(q$!&4^)pN94c?Ce8=Ski1urUq=b~IU?>bM& ze9+gGT}vLH`*SpRiKDY$Z@t{cg2Vdxs+_ZWq@Kop0`)ktSZgv-_%gz^vM7_jfAu=a zi;N}^SClx8-1>Ccu93$u?_ z63RKBki##2W?NpbgFEZ5e`c_L;!%e8^MZKF;qvof=!*&==?_NJ<3BD>%dJBEBGWyO z!FDY1>(-*4{W{ps?d=zNwS1xX&DYdU?m^wg3xmJ7o>tGKkJHB|H<*`x*?&YnLtPR> zKM_I^FEV^g`4SYr)w~Wk{<&LNW=55IyngOrf;_r_i;m`0KrnpqS zO#8076MCD+qNHkV(f|D7V_`;hmab8`Y*Kr%p@eUJG`%imz%4STEqm4qMghu?< zhu=~mdXL2$u_qbPkKBFW;0g8Xdm^HKeb?%?ayXp7Gwn0U(QPs}ooI`!P;|V!?I}*v z`1bpE3&s6>I3fC&U{C)}^QYGq^7||No08zf7Ohzdr$ky);7zIHd3DTd!Joo7BBpc%hBiA+0rjI zP-Ipp5`L=FvSwnuvE3`ULQrW&Bxg&v?~c1BKdvl}5BDk>WTemHRhT5%(S|q#o{_s< z&y)%!?3SQN=gKE!r4>@xDbg9WuOUCk8n^ZR$N8~-gok4GUplnqH0p)W&KYy-o87$8 z2y)+Ax9lZbjjOHgcJH728BMaV7t*ptgmR%wp5|xK(MtefMUSfNvzTISfW!bKij*)J5}` zYjGU3c})y6;c_m2=qB@B^XW-p-$N}>%Y1+5%x#)uXW=@1kWWYaJhD2=_`}^Sq`fx% zjROO&U`bz^lG50TPj}Il{(8Pii59%J48*r?!uiP3A#JLEm+@W~5i@^yM>=sW>$&4X z$Zc1rs_uQd`(zBl`B93Z)E;@U6SpxwZAbQuy@x~u$3-ubLPJt{%XceY^~hzKlh3yk zp6fj#Yzo*_VA4=QBo%pIea6Ww>&EU7PStmEIp_98#!Xc2W!>Q6YS((&q~+cy`n2@^s;z3`-plU^vMuey6*U6jmNG(YO=A3kmwDP^yxDV4Gnff8{M zT}ZVq*gwCnI8Cn5>qd z!w~Z>*SiEcX6sKK7x^Prk%60$genf!0C&H}zTRLGZKEFm-26{lh-VzZ{caUjyBt&z ztihX0;Ufi$L=g#{sCUH|pQC&R?8Bj^$Une8DSj+>7eyRg+jVFb7i4-*?n^M6VhJIh zWE(+72IQhfVu;u90_m&1kR)c`e(kdfy?d|ncSqiO*Y%^*s*1gJAIKMpb7G zg09>Ay0+sa+w8InJkz8665sD>lSz@dbECK^IPRcCD~r%mNw$sk8b3oML2;MLxGk4+ zB`Jewn<_g)r|`Ea`-=F;Blr?M$zxN(iESjysa-(~(x)K^oc8iaC&87yK;GN5?Sju1rA+~Ix_#Sl#{q9Q zfJR&4UP&>1v71(y?uuG(aZk6yOPWwYP!Uh}_8^J4c( z71+lTX$P=2jRXhq<^Jb$g$x@hmL)PJ&D72A-4!lTLJYsT5=cIqmppAuY?o~d97WOz zF$j&2>;%AXx;1!mDg3VaIB~TQ;Qq5IRwYdBJRy}TM+Q*0I14R~&;$o1!Gbw&#N@HU zo$gp#yMnzg@FyD^I+47>t2kgjZvL}ptFm*TXWZ87wx7{*h}*4~BIUM!yXD z%{BsC_9$fiv&DpMzqu)T?`wPdiz{P{tHTqjzPz;no;~p^#me=r!oj`IRx*nxIrU@| zR$3J2!L;w&PEhEP-N?ah<|h93sR}t~p72Vl_NkYoR$3fy*y}V6{(_Srn@h2CJzg$+ zBgn|&5%;1Y9C$T)D%xKEDtY7WXiMDVWnxJp^%nl=PM{jl7N$HG{-a1ihp-7QE7rgI z@t(P#n)p5E_#ZDHf~Vpod=kyX1w9*SFKY`lj3X-)y_d_#5+|Md!uwc7w(V0baRmNr z)53QkoL#bM?Nnncsk)|$A}Yz!#qtSDHv!scE(zgpX?4_V~O@4uaWo8?D&%8a6 zeea#-zfXp~kGj{7-~CLn+=R=(D`~(X?Mu0FWVI%;pCVs!oK_mVde=H!DU$W-EX87z zMq$U-mSNDZrC?KfMKnL5n_T08Am5yKiO^=&lI^SIn0@7@C%6u#A;&I7b2J`>kBREz7hKh-KDG&+nyoy ztxiGThMM%?26y1vBg!|^;y@A%9}IGxuxQ5ISH@?M`}G5>XkMSlzV2NAN+{tP3w;WwYEo4U7q1$reX{>O)96{9-3=$ zka75^-?uXfc-54q%WvrRVB(uXfxA z9h_tPhEtyIxeurW{2Ak>`QqN~m0@<}54}PXA&7fVM!28ApFC|5_vQ-5Q#364)(HVw zF8Iuzo+(59)90%XJKI;_<1RL3xenHBz?Dq=^qi9_?UQ0m?VaQW{TuATuBY3La|8<} z|2yz;?xv$tn|Z2Q_wL=8fAg`C2m0w~((zBpmH(x&M)mFtB&i);!b3Wwyu25e!V+AV zkEWK>ZmhB_%NIP_<2N@=?Kgd_z)5#o=|y323U-l{Sv)@gE@%il2E;YiHGAVH#ZUq{F9ORnj++%jakRZ zeP$RN6BRirRQQmunRC6vCwJi>%Y+FV5LP1bW3MkWvNa}>2Q0GdOBEA}C4jtbeZ5a0-9{7OKHxK+!>J! z@JirbEIxqdGb;uL(zYf+ zh+u588_2o=dI27s%`!!v9uMX}vP!QA=TrRFlwh!T1z9M@CSt$B+k^5d7jIf zTe~_*@spgTgR|?g^~-Ig>@v3;;aUCHR1=p(#>gJIuU%j5Q?p~AWfqZzXwaJ2?&t@7#LGF%ZdGZX@ZukYc<)D~nHyx9FO5ieeIR(& z<<6RlxEm*(%u6(}iGePh5L1NtEKRLg1NwLW@b70MKR9RjA`qqh=2psgJl)8A9E<JtFt_iQyu7vh|cYn;t^@UUK$0qh% z#fLX>W$Z|e${^d`y_EY8w8pklCT^sY7<~O!eV+@e4c9WNQ9I=eN0jiEmGhQded0Dy zE(~utsp$-*++2ip)~BXlaG7zEw^!F>Iq|NPdc_8Pd4VVWOosm z3W1l~8w!j^S?;s0<)q}I2Tz;tmvu@v#8OFQQy)d}EeRIE6vOT{s^K)k_}V#j)LnpG z^(Em!UBvKKzuTileQL=Iu;i-wQ)?sk(iGx*1f2~rM-M4=sYe^A}sH?br8j<^Fmbt#BEd5)gjI3q?u@T5-Tkz8y zCoNfQfmfJh{9d1=NPL-vWH_(zLTOIl5kmIVercpI(yT+D^OqThO!G_PSi6M0 z$xby9TULJVEa%L!iey}5+9Tne_faw{yRpMhI@C&`a>sx}`#m ziVmN;y%CsofM~b|n>O|@bWP#M9$c%?)_J$#aC?nA0YxXH{Xr|CdCf^-NDX6R^pZ$* z+Q;pUkO!LU;a4Zpute|zxbch9y^zLRWERlko4ETq2d8R%t1xB;t4Wb}xJFhLH~tIs zr^Uk(RaFzC+mNF6?b5IV?F_F6xSMv+Fsbij6wzWW%FsCavk2#v>{(U@9+XM`k4Chs zE=BYEqzV}q`6si#g*4)WO*6_rayHd#5cOzo7a+SS)oG?@ywT*e@HZl7OG{XuSQeDY zy+2)oDYQzHuU?dL=qJZc++^|%1rGj1B7q^33@gM!jq*tH-QrHq)#XAH{tWGx zWZT+vpCz@Jep}|MWqfaw=x28;&28X6CZ@QxsOFNpnl2p|w*(p9b5rY?{8hYOjoZN!iV1o2u~pPw)MgdQ^??Z4>{jXzRGO zJ=PG>1{_&&?x!$iQi0@{Y4K=2%)1Z4nU2EArlN4})t?g2r6O$Y9*!uRVYkNY( zi*F|04Z1{RR?0~SL&OBL%~C2d=2l7UHR;Md&9(@T%9Wj-&hn%Dk5=%w)=JW~or`se z3ZiDZc~>k)et6fo;E@@4B>%x_H}Duthw-JZ#s6;d4L_2Wn=sNpU`s|T8pQ3M)r>`6 zc&V(ts)3`lKY!tgU*xzq>w$pvIEa0)BaA~-Y?@mtGx@oZiP98|epP(-QlMQ=fMBO| z-X3+8v{EAp=J}sS98E+o$k>etZUx+tfO)LAS2<0elGBpeO*itnYIduvZ@{jXzG|d* z3!3)pxkFDIJ^A0gUC)bKO^{PGDB1n&>}Z@35FH%gs`(LvDZi^fXLD`ufcz_UIkS zjMa;Om2t$3s!KTO)T)aje)#n~ez_;2g zg%0sk^$wBvy#Hk7RHyqi766+btk9^sotA5UfEQ!I=v9a`#HKt?FjhE5Pjy;}x{|ghqRCe1nohYQ9~a%EZF>?BcW42NRxc zl-d9tY}S$}FnIiB|Gvr91>DW+e#5XQrx#c6v4r-3pGhpHpMY-*SgprjbsSjjZwd_@ zUP+zQ$okDZ-y7W`s>3ifD1%j*xH(@|HlqRm86w-z?P>jHITZCp;`zCs><71}P;yq7 z$HXqTW_Odu2xa~&SXhKzfnMg053YTs~s`Wf&y zzt7{6ceC%_nhkV`@bKHTY;vMpYwCV${rZNSSSA@lre|S*O7)#xM!`GuO#f2uAZ>Q1 zzg%`mTjMnqfcC|i7?aBSi~QhKSyqCBhL73ZSw*WdLsZ(RO2Daxd5DWGh+*U29nA)` zI1icXTkiZBfzoGpG}_RQxyk-G9D!Fc-!Qg}9;ZW0Nazatn?&W=cNMy~I0m`|-JWG@ z%6>C`-fwtxSLavY#tA}3m(Krz``gdQtb^rkkCj9fDR+#a4m>_ea>B<90)}Z_W<%+n zOc5J=u^1JIV$@xiZc>(rCiCd&2hl1=cW?a~67W`Xq4WRB7r#-FnH+bdmMa8Lg!P!p zlO~!tWEgCO+`e-n;c~}6_;VaJeYQ%_Z9~1c@xG0;Z${5I^MCV%=hI%k)rPh7FX|lq zP#;?v6P2-(QKlW{8HLb%d+Lhm`KG3{?BFBvA`0_BVs6G zvkvtAT&?eE&|AG2Q*^tD)<6q9VB@6VUj9^AE*FG`1{Jd|G|Rjlv*>*EBhpv$j%L6{ zV_WXx;YX+A*vZ%g0dA{|j~k!+4RtJ=AC0r0CaXIC{cg4x(qd(q@#e?*=F)G>MrX#s zCdX{ROTEmf@7uM6!fMQR_m?@gf4Y79HKef}lI0!`(`XEIdn3wO^A;TffjfW7<3Q@K z6c=(ZS_i$ZV{AV2@8CvC_jD0)P>Ad|%ryJve2?~o%(5~byy!Zc7MLBPnJ{_0g2%nC zIcTVF>9#hK5P3qoARN`n<5QCr=_G@VP^Wi`XH5263ew!Qlp8^OQbE>tk1dCIO}WzU zIF2JPGYxRFW|$9VpL?+dZ~+BtrJ=Uc&-I9|W5n#a>%q3;L{qlGPKZYH88o)ng)(Xb zBJz4y(6L(<88?BSVab z#LH{taEG_t0G;EblsC~_f0NcHmQ8@UYT@uVPpp;^wQr=hxPNeo)49JtMtgk1sQJEm zEey?0OJ=1#!+=Tz{Gv)r+5bd8mA!`c7X=X~+|z7|<=s*B2s)dFhJGBabf1v6r>Udn zX0s(y%*?7;O5c&Gj8IJ#nkn#)gz|Z8ml@`ZSg}BPI;gzbZQ9`2RKBw$A5|xT`|Bh5 z>>-29v%j4b{2TaZDVvqf5urSu^h`T@@9cPY91CwQ}6 zO9CkF`$9BSO{r5*5&3*JNz3u;Ai*n;q4NV={Di)EZHA8Q(i=5r8ytdaLM8l#@${>V zxr6cm@M6Xm0|)VUM|WLj1HC#ETNv&oxXijRd|mx02wYh1h^4>l&+HJ%U54aTcz;o# zlCHYHzuFvS^U?i?`q)%BU_kH(lAV!Kz%9{76AyB0bJ6C=QG&;RA~UezX(;KZJC1n) zO4aMl(wdAh45?6Lp9^bLtM_IKk*FiXA9feY?e$zcwVl;S9V!4m#UD1%x_#4f=KnFu z8w9}0k6^Rokb50R)hP&gWlrV9La7H|d_uJr!;g{U0y{VI9d7SSlV+*yRq3}_ z+qcN{s04vg(u;>b_F$+Vd#71pyTv+2c#IoT>c*oH!b9U6L08D;LcVa3OErsq&8W9mUC$m%jb*$$` z&Y0_!QClJ(D)8aAw`JwbLdj}E@*lrRG3LQ42}fvBb%`2?D4*rSMsABG9rLi1r-K!1 z?rc4M&H~uJ0UJ=cZz$?J+!3PSoGq#=8O|}%Q{wD6)~JQUq)K4R&e+%znEC{_&$3Ug z`qw|TMA^b$09V^*=|X*XN2Q%%j39N1RY4iGRp@-kXe5d|h_=Kw_CH7_hDu|?#x4U) zRQkx!jGZE#Mc9_t132!&@l6*fnF|!G+Qc1N`J4N2*+w&AXrYOn{5C-yaE4!)P4L0%=Zm#FEScw&6@<0lH4iTN);1)rOG3ZvAAF9 z@!+*CoGH?qi&ndc;E5~c&R(OF3Gzuy!loO>6niuCQ@^Q=WqIfPZSi!K2L6{byq^HI ziAL1AnmbQdjH}$*hoNrmyZ1J>L+^cjd_^wxx|=Mc5!J5p(<;>a6d+W|ztlJ}$b76+ zcUA4q#aO5~F=D&p;4sY1O0ru_FckHE1*w~4bR%!anb_$yP%@|bn`|JKf{Gs-?BG-6 zK5-JdAN=0{0}gB^6A5_`8h-b_vLH)$70udlrncsVc*@P-jM_f5{Ih(d{4?J_`d|KS zFxyX6Qj)=@GpZ6t&+$uPDCYgs7y%1wxhCEP6o{NB%Ar`C zLSXiIN}SK2SxQo{&rd;sxx31%7^c}>h0h{TJ^q%E*3CO=OUuL;Qv2=dYR7`lHs~JW`>${TtOV^k9`LUjbnEiEvxO zSVYyP{G^KP5inAHrd%Zb+6|fO9-p0FBwkUW+Rc7b-;$cd8^IX`-{d=F%0|NhF@K}i zE$v|Dt7_r?KVYLBdXQc`>~#B2Ora-ITQwGxNhVB{pb{pG_Fn%u&s=I`UeZ~Sy^*RdK@6U z0PZkEKCZ-9S2ah!4N{|u(M9|%kKsYDeju0%a{ zU}G!Dj&W|8lB-h?8TX1TXC9Ifh>DY^?wqJqd zOJ2%cRV*yTG?U%BbD|7O=_Cxc$!>gA= z!}Sg)j;+U`zIe~Iu;+@2xo~~jNN0>|x(7t}GOZ>qw<@M(vWi!{qYS;ny zzTY6V*_MIAClNNa%gTz8))6L5yiy~yeSZUhqg)U>lyd)f!vc>7dYs!raz`!{1+)}5 zTAzk5E`v5;d8Ial^rqwjo~h8!{TLdL2C2A+?JxC+cqmh;BNKC<=dL_9EOohUPz+uy zUY;E-&5SW8$7Muk%cF2*={YtK!gLcYyNmhK`8r{#6&oh@as7;CLa#X-i7YCvmy;Sv%3%z;6nQEF@!N zI>92co@d8TzFx4`SF7`sAcWI~38vP{*Wh+il(u1fNu%c& zGoFY%0{X2St_U~0@h5**jjd(PDG=}5DSKn3HA$bJDr#r=znK>>#xZ3EcAyXY|9XR? zdWFyRxYExnh`qxkP}|U+Jv(aAyQ|Qng)g^u&2MrDq+DI1$K; z`bi^YRFb@~j>lqd@kHF(Neg>>Pf_dv9C~88hRsqliw~pviTodgH;}JysUI8X^}e=}qu# zK}l}~k2iQh=6R%la0O|)Q4qO@F@BD7q77j*qWs|$)ye>_SL@t}FYIHpyg7mi8xaS) z-tyfWUc*jFW|vX%6|l@sw)z8i)wjN3Y0=)W@RyZ0=SB3KRE;xL{vpRAPur<`vFW_a z%hx*QD+9At{qnX-aM3LTMz=9W=$2sf$ZtSBRw-%-ExV<~5Spk1c+^xZ>11V^BgV+V zLFg{ZNDJD+TMQ{zP8Hen(7FTSMU>sX2F^}OW|h%cA;DvnQCX2&u)N$3vG{#BK$;1_ zryA~_T?Uz*$HFeoJS(ZP{{e%}Xy2Z@ZtCLzzT~${Yexj6ZVW~a7!!Tgi@Qk;z=iPL zP#t^8htKZ>oXBS;mG(>4=VA^wVPFZFX25`4Cc5AOHRNs;X-qCcsrIk^;ORmm`gG&v zm+~3-v65et^Q+`D1sAJ@{*inJ9PIceG=mJ9kx|mGWu#@=!h1(J0ck+PO2%8P4WKbW zP6{aSyJ<{>CcrjI!=}lp>6)x*DT?NtG3%vNT|XmW_aa~p9TGe?8I>&n{~XSH=Ajon zqe-YrfQ+YdrE9{Y;n%pNUVq5MkH8FA|A-XJ--+;d;S83r>~VOEsN{8k5Hsn9@2P8> zT3XK56(DE&h?zhw@F}9%Y#SD%PffU5I6|@^xu!v0p0XfCgNmg+QwrSA^dXLI-MIBHT_eN9EcR>(wU zg8Pc{njmSS6UsZNt59lVLfW6P8z}_llCc8ZYXi8-V~t2YrXR@-T>Tk~BiHk|__RIz zgCOyfCg$|G#)fsWF(835lD+Vt#))RdP0=7u_xQAf{int;*|+w!Be;>(fRK`nCX+sg zYdA5H3d$Iu+zSNC@$}7H~Og z;hYMUO6sDF1K>D*gOa&QCwX)aZ{ZJr2X*mJV>hy2GN2QTK+Z!Rvnnc5Y0H6RYQyCW z^OrHnr*Us3Fdh3`e{;KV5pMCTfdONhdG8+yZROxX$$U4N&fj$uzQ`U*b^R}0>6J8w zMASpfpF${+5D*bO$ts116}XKVxR%T zI{Bsshb!&|sn-Ja|97491++ry;d&ovAhc4Uw0^V%xX8e><|teAG>#Q3cY{^t&r+n! z>i`G2iPI>CwbxY;I6eEXOOy)Zn!v3Mcqpk-8zwZM@(q)o8SCfL3-6rGT;5Uqqxa^D`c z%G$LJ_bvnaD$tS!{L~aJA7m0Ggfi7P11Bk5Zon#1qaO}R`WLbP3NjRZFQ}99Jx0s7 z1#Cd{4$^ysL7ld~9Paw^KbTeH=X2bUom5kzWtv}uR{U6iw2XbA1L&<|Zrl|Mg9zzW zmuNxJUTy9siRw*Gq+F5frMM&@2|&qU&_+4eE(zdNTk^APpL})>eGvwrxf522<_gS? z+YH|O`WF<}xGw0T3Tw69fwNBVyQ2vsAduV`x5dc0i^_ zWlfrGEBSz__pHVrajOt9!XiaUGPpG(t*2= zqPub|#NaEo?OQ5&zS)_~K{Gu?zJQE=f1R2<`DGXJBUq(2(2cB|-8*(tPc;wzDqFwm z;%?4tFn94uGGZA>MqyfeNyN+BK4_4cji=v!asBoTMD(jE?}T*O^a8LtmfeDNKxJFn zpT_+T{?ULA4+q>aK)wJaA1b5Rx8O;Hc>vmO=AiBN*;T$T+!9p>phkuukB@TX|6(A~$XZ@qJ)xQCP8>2Fx}0MS#Q?&<5xhxrays%IIgkft+( zNwgMNM&gQe&34MjSG^LSY%M_$QyzEvMk8-}1g*?ohT?IjS^`pL9)t?aX2K-gWCnm^RFU^s|k+q-M z-`E)&d}Je+jAGM9K24dFGbI_uf>vQ0lbYij(c1q6m(eP(CsXl{Y>EV|lAoqdHkp3K zi_7m=D76u8$??yQTM7P=QTuV_yqDR4RkTuzVQN$axhvwTIm^9hktM3Jr|AFajEH-% zDiL1GTgqQ9j>a{M>E!0t{?{#hZqt4i5q{((Ogz3px8KC&m#sD00z$2A_nr%ok)AtF zgnM4uwAWeOU*=;J!A>wWmFh(ejwSr4muQy1kcdM!SkB1Ams5&QTgv}L_8~|H5zIP= z6Yh&4sym8I&1W@tUrc+%M%FCp!jnz+++`_@O?<5ZYr{mIkyW1AcW$RJG$pLw+CzO1 zP}MfnVt)Wc-H+o6K;@bj$&NwPY|fA)RKOA@=Z`m=QCU&dOn0#HY&M{1=t$Zg-MI_v zmFWrB+2ec8=PzTLpJIs=c~g;h*Zm#PyeD$O={+V>WQP>_?3CKTg`MyCU-!tYPW%{r zI6<_)lG*hQ^sHWAm6f=DXw6&sc>!p|?01m_BHk*LH0@4`0a`D^pG0t$KRHEoEquj20>#7hA$34YWSS87w_U!G^d-iG){@C)L>(d8g(REI((9$IhNfa>sr%pVe>H z(>PST|LmBdP?FwUg7S58_p_Z^lFShij6URn*Vwf{Ysn?PeR*Atz2r*eha_`jo~(4q z2ig%w)j$#(TBnuMmptIR8{8{1kQ~O6n*R(4VDn)pcpSbk2$mnquSdSk7QXI*lJklV zGPB14X|>vEEm!*BnuRqumjbh>rifv&^w&sX0Y4DU-s}wMNs-;h{d`nk-;)b;UA33) zvh<#LyH_r^(O2R-J<>Kbu*`;x63}xm={HLy(z9)Qasl8k22<_=;a~92rYmsknlvl? z62D_U$hvr$Y~;*dZD*`KHInv9+!P!()U(W!ndQ{DLP|V0+<;^8_+^ue09xaEzha7e zc}WV9tlXv(;THbPjVx}t?su?6_|e*L0~9_J$*o!bQhti`_cpzO*=j`!axU^2ZWMDY z?O=T$2ncpYOsT(3V(-E-OB>*<9Z0c0AQdSDPP@|;5?@|dTM`^(mVKZ95j~5QZt>`U zcl6fwb!a-th*;X|Lg;^ItAfTntyyWdj4k3`^CCr`kPV!5In9c4m^eeV^e-ww+~pE1 zOU3`tUWkT1byE=4AbM5F$iU;@8pLUZTiLfgnAo>9uUTpicwYp!IEeqNojJL11?F}_ zR{em&OF}X$dS&I+s0HrBrSGZ+fs_&Bj4P$92-fIV#5NL?3%}1*JaH5?D0QLP4VcVh z)>?T-lsnXzF6(IXuJ?-)=HB73k$^pB3~nJ-Zy{(z@w_E;KDe%mvG;5lf4VO` z8HA5?br$>))uh^%ia^KHM~4&pB;W;&)Y7lHbby{|9y6Tsj9&PT9{;|d%alqVkot#q zYPfpiYa3Wtariy6tdrc&MEkBY|Me7)hl}+)Qt7Q)Tv|wjM=(}j8?jj9iB^LSo6;BG zNkDpJ)nbZG*wyhVG{YU zT>A2%$WGu40U;^XTF?EV9K#}^+CE|0y(IP?0SRB8G9`!Ax{-M{LS z18-##UIelSh^Cl?LXwynrNd(0gyXjpEYm>U^|`UhK(Px@gUK(2}xO42Z;zav~;zkjTT9OBA^&R@lI=M4^&WK8Sjahb^#wKduxG?dBx%0v_b&(%{w&P4)_P$hJG-os z33|fJI4TU&eG(`(mtbW+N#MiNLw~Ncv)DWLv~U4@@WHFerm=+q8@ZIWAZUIY8olJC z9nkpRQQ$8KyjQG1eOFb5I*zmRKZV2xdJC{bS3X4ZIPe zInfxTkieCw?os5k99E>o-zE+QD)^>3ub|^I?HO8BD6u@~;<#TeZP+x<(lhM_XivMC z#7SHMkuSX4w{)lIP@%U{3Gz4jqA})?hQI{^XyC9KtQQ~Cr{uTAy!L`I8Yc92ghT;A zjo1k$&w>0dS-ryvMjn}%>pFly&Z^v5CU!@#+$vO?p~2}1_2I$U;6OK+(1}Bo%UB%y z={_{E&<3-6o|?y&a%<-g`LfmrJfvEbP2zUX|GVFqC-{#a(`56c2(ub<)6vASJ{)ZU z70*4=UFg$M`Kpq;2OG)VtD*Ga$OsWpNlt^?0Dg_iwGk%Pgre_@sM`yhnq-BtUjC@m zp}b!8z&{US zXlmISnJBW?{%2pwu7UFfe1zE7+Q|vqVPQjJWI|t30Rp|5x`4#ohu)RMEc6wqn?7g= zq82hkTW1{^SprMy+uIuyRv=QLO+HxJwKO6`cMk8;^OId(S6vb&*`qHO0%)e)>>mXY zCAV7=F5q7EyfBGgHN*tQWph&HWaBTBRX{Tzy$^T*N30tqJiUuDJ(5J2ggTwzGb1c% zbT2@hTu3{MI_`|gti%2agT8>it%GQp0s0Oxgt9+gWm$xX#JKlBizxrc@?JrK0B&tO z6<$CuEK+X6%HH0?`nkU40gh~;igBUJy%E;#NkTl7uC9Z{NUe6uknkD&*L=9?1|@Za zd)&f_{*~NAMfOR-l1}$d2}-@WSSzLCuG-h39#Wk!*g}=9*VL_&9EhQ{Wx2-M^#qM{ zHNV2@>-Ekc!Xv>~x`e((u{CphKw}P5frgJCy-2_SzM|P=>-82$^weZN(8k|Yw(SH2 zD_CxVmE~ue0Fd4Azy_QKUxRl^|G*fjS{jLbEg8o9yF1a49TmyftDYCV3F{&k2MJ7x zWxL9A0M_*mc{O;!k1HT?b!4n9pJk3llD{Gb-2tI76y0-dY>oN`)`h6Yp9E&oER`i# z&kr?HH8skzhbGk|eg!%HtGpPr1 z76iDw?HDHZWfeqJl{|!M*#M9oR;2}09SI8Q=tk0o#<;~J2~&y)L|MrUXC1c%mkTt% zL*ASUXc}~1$3f?#v*`!+{k$LxMHOHU_m%`rZP>G-N43k;fKBomuBALrTsYL3AvK$B z=&!PYzhab4Cy?CwPDf?FR9U4=XtI1Yw)Q%2UWg@R31If#Dsii6#7XP{C*uq1u)`Pn zWX@os4~)e56&yD(S58&U%OFu1g$fGtBMZsVfz157|KaoQDv#R8)Flpn7jxuds`}Sq z+lU0F$uSC2u@(c@X;K#tQ=Dj>^^t#Q5oF$-h1s;vtChxV!Vs z6tE|c%$m@vhDR=6+Q1{t&GwNB)Q2w+xhfPJkt+1TnB{`Z#YhF)ZR2$?2~6pB6txBV z4Ko~dJh17Uv(Ipdp)ETn+Q63U15jS)t&?zN;*t?v#hpEJ3-Np?wr>xh`JL#N=ei6X zlrqm0u0YHdGxp_F-=Hf@vrgsu0W9g({%Hu0g|!e5bUNqOxOYR=Y7Uo>oH0~u8MqEr zCvHM)?Rx4EAJwfJgUkkK3%hBuXVZU$Nw%i!xn5izS-BFKe0Q0J^Y5$v(l%uGY@lvCTy7D^K0ciwOAO`%bZqeuCTQXSh z3=Jv?Xb@9FhE|pw0R8HFYu}*#AZ1SdUk}`_cZLp?RGIkizd~z?997?jug0mP;uLIv zM}s*%dj}z=9;if(U7ETx79X+b+OT^khG|%s9evHpG+GEqb+PQZfo~( z*DkN2cs~4bosR+dzee40IxIg&IODl)_e#Y>y0|K>V1JYNWX(So0~{1yE5}YjdEb)B zysosYK?X>by}gK`CHr7H=xqb=KledOq#LA=s(F!&MqQ0d$cQ=N=1%s4f zGNI3;v?}mbK_^Zzh&P0g9tso(vXq6rQxCtqZk79>;l#)cgM3l(H95d)r_4b9?tFL2uq8GiF+jNlCHwO#7 zHcgO-3Rd&yAWFc9aeAzwH9I>}ng~pWSkmIEZ6s!;VmEqHDoQv^p5s>T#?A)ZhI|=M zH|DSTtM5qSps%O2eIqB{xAy&HLN8u4n2%B1SxMPHDQnh&`}j`{{?M*g%ns=~w&hfaCK7Ya-TE8Vl{59ejbOg#zk_=XmZ)I6n zvkB;ZwmOF^4YWJHh*A#ZHL5Gb5FQ`Tk1u z;^#|vE>`f_${~WC1BSb=M*I9a$AX1O*T926(VFJ5<1D^a-32l;te-3no+Nc&iBKzN z`LOdTvS^u5K%^;c(9I>l6k@C&?4a64AWE1vwf3q`L< z5cz6TU41ul;n#KSsRtubW!u64&O-~H0t|(UdIAf&nC15fVFE1cNJiGOM44C+K8xT5Z3lFhc4yC*1vM~U5Rk=XQrjXwFJtc14gpS& zQD2?9mS-dUnCF5ZPI6%3>Nf}1_XCV|8T=a_K7HPP>bGEY+gkX) zop3m|^MVKPn0AAitzlHm%foD;;u$5h)UIQ(80ZXJ3#Y09C1q{`S2p;kS05E~2OE(J zQ|aUGS_a2}9ogXL9ybI6@$2P~0@w#q$Bc^61pv(r3t(xZd#7v>MtM;_T50rP6Tc9C z=^OB2eH3vMmrbNKVO+^5Vr^t9D#}MjK4iyB#`rV(&|E5#v|Jg`kBmkz35x^$FXPWf zrNW}1`{8+aND>QvN^rCWCj8)%-mp(Py@k?Ikun%gZ75iQBIuu6M&C_N%RoTA8vp=< zW;Aw6@IW)d?xa2gVI7UZK!k{AjBD-@z4DP5LVW2r2mOT(ka@xcKuijQm~8&PuHHMI z>OcG&S5o$hWABl1&LL!HZ<3U~#|cqJvURfe=AbAuj zsl`VK&*e5|-`|*5IIc)A4R!z^8Tiby|7CLSRd?-)6w@=QLPfmWzfRUZk413^? zyhR3@UGu;=?|JMV?a`_Y$G6YVs2J=xF(CGSY3ZCz$jH@4n;fB@L0@@^4Px_vkx(Xp z^i&KjiA;GDys1?B2b}Y}C;Jm&*~XUeiA!hYu=Nj6e>KPC9N+P&o-VH)G|_wl`k58E zNdqabZqcsZKu2f|puK1;Yi+en93#a!mxx{5UH*RM2we{o^0l$-+%||D)3z#WZzXOl z4o!Bn#X326hGe)vK83en+{uYXIZ-5uLlMdI1~eYtt6Jd>@9$ypb0wtqpO~_okj6qP zGfbz=E%cn*E3KXF+r!h*wTvDI+|pj@PS6KucPDlAeof9MV_qhRF)#04_Vxcc^O&9% z;RY(GQ92wohPXZlNSh)gRCst>HLXfde|4j8fkN^5&R1Nmt4LB-JW+^RFX-MZ28&Z% z6ecXa8+(R94_Jc_cakR>5HucJj9U!af+z|Rbu0BZ_V1f`TZJ+Te%<(eXWa&Yn=`o5)lOo%Ph0>GiAcd8qAsJiIYE*HQ!@au9s1>!pLd zJ&UFl;t`U{6i4=ygE$pJ-h#`>YVF&&4XtaT6Q|C*9P;4+oZyNO?=D zFLK}4lNNKA1WW=AKPTG;c9j*+30&`+_GaBSQr~4MdovdTHaeO!{^CGh&?Wzw# z!j9)s7aPJfN1|f9ElyM0aFjGvKJ*o%xMw=%RC;Vn8x*OBUgib~}-6{{}}BV=k~ZqktZnBWsNNlEtLOBJ@b-&hA~t6Idn+JAroA?6NW zV{*2)5B%9AnkpxGo*iGiM*nR)Og0;X8K|EZBp7%VS6bWOzn>&$N%dsf!aHS!0C3g0 z(r&_JFM)sD+T4+fIE~{U`i*h0uULU_tj|3+$yYiXv*3ZFd2A)SL6>!W=O9DGZq|LO zb`o2!e!hGyh)dj8x{*wX$YS5&_h_gra+A2kxk-oTF=ik6@v@~z zS5!rI?u55rBY)e>NS~!_fyXGDeN;2YaQ)4w$y5xEi=(Ttwe`fM7ai8qPS>Dc3_>2E z+XdYeUA<+^0&Y{qaut=UE-5JoE@Yy!$}W}77qzP-==&xaKQ&AwzuP-rzq zt_$NfU+cXwwx;0nJg`G6p9UrMHUjTz*Uef7AYy`hlE|(|D6l1T-;!U5+ zwPGE>fAzwtjj55?7WpUpEFA3lgjAHXwVSRJozO~w@n0wT zmcg*;yUcG#qFw$7Fg!u)xR)P>r@kX`%MGN1;{Z9?j*qgz--gq3yC6(7p{-cY)=eN!W2TuT$GUC9<__Xf!<_dMLAPbqG}am>W&j=AI*Lt9<3jJto)OT3UFES~ajksj`lUmx z;>z9J3C^`+Y1&xM-ZP$2KDqSl!SQm`wRMe3h=?`3@xEeH4`Qtf6jUh6y$X-T~$h zy((MnDUkO{$t7fT{>Fo`Mpwo>~fc!q0ngS#LC>$Y+zKrJ+Czvz2D z%?2kQWEORzMqQcOTcKHZqa!4VC7+JhASaln1o3Dh^aF;$QMo9l5~Ku@?8|S;gITz2Z~60-%rE5OK0_Ohi*vrllOhNx3G z>&6j4Pw|?lQ%t5$vCmKbL=w3t*q#%xb>zPE|L!pAT9x%E^9DT}_9O9r`k06Q+Xuzo z)HW}XB$kFWN$0|)JKrknufc72=r>ArRv?~@Wu7B!NiwXvzw1>8{UM&V+$Y=Y+Mwr$ zGj=ku`@51rk$=4=?agzszCN7(GhD+(@{o15*B1;1D^6pzL;Ei0@6^nMwSNRTFTv+9 zk2?M|O4B=)m(gqr;Ar4hDL=3HsNf(*>P}D~CH63nCc5u(>#yH3K%>0%c?+0XPGtZ; z)7k=*;a7)%1L<}(={f-2R*ar==DqCPT(`u4OKbgK60%5V3cmAPAK=XwzgNL>Gc%nSOZbU z`B&=EOiK6Tri$YKIL>fhD!pBcy>N}N(66jAIR7@@GozWZ>!oc{oO(v00Bp9G1RvGw zLx1*W;WO2az7}=y_c8z0)FyehXY=po7OV@(8|R^0ak!U_n>dx^ACaS{f2C12KCp=q zG+V9Be_F6z_XJ|W-&_6PY)t6FXo>L%K08KRM zFpNfd8{twU^rF$R^+uD7%R>wryeBYk0q}nUx&nAf<=>9db-g+lRgQ5fC!)(?g&%t> z`a0BdCatfnZ5g+`USH(WOoiz*Kd-&9z>v~~i99fzDs69_d4uPn*%2);Bz=4Wq|@JV z{oip3!2~T7)Z{ZU9udK9h`1GEk7vMR4a&|i5%w`Dr(lf0v0uG9^E;Tg+raCLZc{!o z0Wje;P-Ywh^JL%f_V??s9nd#)KZ8*cY8A3-2D&VxSL)3bX7U`JQqoTO8MT9wT&A*6 zQ|LeNkI?M?7wMy209q!}pGYmd)zxLB^o80WPx*UgFTkmRA496d-26xL=<|^)*9&v? znbc(tXcSzmKs^*FKSstIO$jPa6Y=+RXg(PuOb=QT>zzt}oKA#8Z_1F|+k|=SIn>MU zfaf&i5Zj)1DVOkWB>+>_#m8by1XWDi6eLxMtJ!~=vT@6+B97S?)(M356#t9~4ue{- z;?1l=TP1S^)ANhjJJpau1#K%UDnVy>sl}a|*d#IFW{WsSTFGRxmQpW z!Bkf8jOS4>2D+GW(afN|_wFq1Y*n!>rBWlGesX`CuErJ93TB`n!+CzHej)+5Z^?l?_4<1H2LLJcK51orHs3Y3 zz?{*zz~hd(cLg`$?c2!Orjzjl+C{IcN346veB+#h*HvU~dTrQLW36(5=$O6=J&U8^ zdm9IAWtW_=B|_7@KryV92W{zURm5E3Wopgs#Q9h}TN@F`Cn|BK z>A?jtGrZ97Qzc>Kj~Y146S)jWO>$zM3`7dy$i!GNZ(nRTGI`fB8`Kj8C4?sT$$?HU z%rU9&lX{lzUc9an5(;uBtq@|T&1B`UM|IWkeAB|hHLc;u&K(RXDwJX|MISL(Qs1%` ze_o9pD3mJ9>z-P&0ZvTT*tU;L>)D}t`p~B{oZd>_Og2RF;v0<(Ao2XcK%i`Er~V*e zvJlyS_x24{(j{VHIg*>RMo9eQBtFLSMDn6rvOhoXoFRdzZF{MVburg;C@>9Eb}=uN za7Eq2<>&5kt!c1oFfvzxzXM>m*8ud#^W&`htYuNs7d?GjC+oMBlceKtWApdQsg!8CQ?#?7U0pEW26@thufPC!*Sp~Q1-%w18X=N)8$ zSZ1ABrMIcm9JIoFLQUc#?j74Gk4@NbW|R{|aWp#QT=+s*zpVX&BrzLg>PNb}QjE)3 zz0(jTDk7sE^ownXvZOHn8y)w=h|*tBu41NwN-&xO#8t(2fZxttD3d>lC|Lvfw9z!R z(^T_fJ)aXF@bmh?V69w8M5-h}b_Emk1i(t!O$AkAu=t;nnYj|MO~>WP+j~#>JnbfW zV@7g@MsiZb(HzE2U~6yeQ1)?KE9FV-D1QpjsW(>EOWF&-w^x(HmfllEC>XE~+|PEt z>m?cTaf=J~mplZ+KHjWAEzC8nlm|3iJ{L}$3k`nFCM?d;`1t+hgSoOwYJkk=#6__5 z01f#{;~&Qm0MHeh%i{L0bPSw4SyloZ)g}hizly(;#QDdV-BRKPf^O#d7q8RMXF^pf zyB=i0`YpC{LwUGfz{+>LmKt=6wy}^eMaaYME=!&fUAVQe^vQ?$3@r~&yb{7PpxiF| zf*1jk6|PtW6bbCQ(p=PHtHnZTXkH){Ha$Gdd8x|-*kAD0shbC|nm=*>FFK++$Yb9} zcRHiGs2XN(wX!W^+35`rLFA9qpfw8 zbrPL1Szopf>{9(R-hhvxW5fzS%Ks1m#&W}}Uoz_kGc#VeV}gI#W}^>UR{hA|X#ayO zq30aHI-v4btfjVb$z}*qF**W}3hJLijp~kMY}cJW9j0V|1uW+&()0>|#N3|!^5dCx zLPk34Q$Pk3`Tuz=hwZ%;FR*WF2EMk@)3HPo+Qb}3fe;6DBWI8<8A7C1BKL4PaZ0KF zk-Gfp@Zh&Hg6`F`&K;soukTNr>~q7Jzt}#w4T9O*n)5%IFMBE4zcH05Ad6Xmg&(c$ zhrahNC)c~H^i*;DbwEe#HI6(xW0}E^gakZ%$FU|tBTu&*i+ff5jX*0zBZ0U@tbYbF zgG+=2F#UQ~rPay>XnfW_sAtZ;e)RB`qkHtG9HRZR$v${k4<%7zu(d0$l?9Ppf12kK z!Wi^6kWc<^Y!FiX}8s(&*Eht_LFo|sFmL6uucNuAoitI z(ugNHa0sVlW1)}uIF*igO!d!MXkO+o@G(_l7Y%(|$NfkG0Sui{U-ii~934T7x9vd; z(71KuQ{@Qx8O{K;b7k9fpw#cZCeyVv>rAEJ3wZU7HKi_X#eRVUlB=Nf|F$Og2>26Q z+WS`((p%&`c}Goc?WI|&u(~x9{FiDHRf~=myk$S1xXB1E=TiakQ2EN+-;m5DZPx#v z)o5^O7NlkQgkv$u#MMauU+F2NcKJT+#%=_T#wE$drP&OGTk2z~+dnM75Ed?P>Ez}a z3RG+V-l#L)X6*g5pl|n+uCgg;hpm_E+$sTWw!9RDz4Ws0{c4tcjgI$uX%@gryZeh) zDTNud=h2`$LVtrk{Hr@yHu$evw(Z&uK!k%D1YF6#2kQuZ!pjYCT$q>mU7FxDss-}l zLUd}tt)&^&Om%uU>sAH+_%2MY*iHx+Z3E%~{#QaD8!^6$3w=_X^Yz~HzMk!mok!RW zI0DYNDXD#NUvOT4!PF}q99b3W3?77j@GN>xm5nHKj(kYCpE&Z={A@qCd;@=6HR_1T$sboy&UudrABbzo% zJ?tg4*7)Uiv>L?U-+Lp$44S1|;Jb@{kMO3wsKt0!0{aqiH!ezB@%8NhkAlMu<5!Zi zLHC-BVw;RCZxFMl!hZ+BEsUSvN2)x6qNut@E{Nb7M2Nd7F@=2*?Y=YjDfo9d zz=)4bf$ca&J=(Hidfnay3qWeI6n+xau^snsMNXvQVFF5=;o*)O2DOh=65?JQ2dq6V zm>ysP@1LslZ(T0~a^E5u%=n)99@Us!znyJYaMbW+TEo^$NJ$=V0K;K^e*K`Hm0oiD zhUpD%*`1(bj1J^@f&D^ygM{eV;OHV+=!cp%u%_PjuevkPB>X9G)9pI zuX2p{FN~nI2>C%XTgJHydH=$}*e8UWqR(M-vkn-$3pg3C7+?*mw7PNM!%xn|p4X%( zhqN7~sSzd#Hy%E%yHa?h{#4UDWfXp^NAiJA7lSJINuqI{40%#zDlw$9Avp3K@F z4H%?OKg$*IIX08!g~M$xnRj6oGZd3tm~Jok!r05NU$ zA`qW-duCpZAa;Z5CdhszAz)@ZBkxYemBAXg0D5?_`7F}OC9fft)OrBwvS zYQ7B3C5Vvz>~Lo_oToJGq%@3tR9SCW25^2xDo9*Pa0tUyK|?mIDN?UDOe&Vo)Yg0c<)qOx=^gKe$H&M=fa93OiRP!Hy#39c(! zhz}Axf>h|}<{;$dUY#iN5TR{b7P%ZNGdq!?>}~<1aT>1H>Jk*TEV^#6~cScpGige3*W=sS86+V`MiJ#Tj#R3{emulnh+Rpsl$p zT0FHLyr2EHrE$t-7L|=atc-YHu{PJVGv{`-svE06UMH#){{bsbNrMg%>Rcg!ABYlk zvqkRB1Ou8YMEFVT8~?54tsu4s7^^zXs4?Rt&Eha0BX>^E2Deo77$ zg?QQ~K*3iP+Y(f_PtIrDPzh4e02ugZ2>X)I^0p4~0m^F;*gZtg@|cN-CxL@8mu7$! zGl7+YWwb2oq%YnVM{_W7dCW3JH^*Bf$Ggjbrn;3FZ-;1l z$F_J4+RD13Io>G@s8&YF)3VseE}}S68&`=s_g3QKp~e6>0Ri2;ywuNs-d%KFj}W^= zWKtljO&0y!%kl=F=s~?9wk|mQnI4NqhDz{8)m-#Zyi+M=;R%lB5HEWTE&lS#yH zg^x~oy1UEqiyYG!>1m7$`01x&1lQp4tegwXK>HYJ(lYOO!w!)r+tuCQ)4M(&s|}`T zJHuf@U?adj)4K*0;HP%#RRky0!_jP58Ih$ZngeW_oEHd0DGRXg$K&Zf=}h*Qnk6hU(?)-Z7r(*z0x0clA(}*j#=4t&PIpm zZjMyIgE=A3-4~!^I3xTg*esn)bG3ycF<#;k(v0=iglJW8hI;{bKn4-T| z8xz`rkJ&LHqyibbpm-%(O*1H}K7ASBp&%K;o%3%%O4GU=E`K+05vlYnULR)o+wtSO zwT${@-8Pz4|9PaViXQ#JJ_c`VKkS9xuxfMUK$l?-Pg$xxIWVQTSX}9C4%Zsxlc8L@ zr$e6P;Lg89ONs2RnGssN>7Nba9tK-!-7nS3T5hU|3D1XT7w-rV*m3P z`VucErO|aKy9#OY!DF~)ufo(Mf4->iGO!%>H{cS9#{2h+0*RJxM+2!YIAuNsrUKlb z*`cG>zt$BEN-^8S{W_N_Il9V=imw^Ij*)wV9IOC+Qs@MY%rI6x$h^- zsoW|6_Xn>z^k#*lQ$D!CTe##QCpPPb0rb+5O2(6~`^aGb`eU*XM^9!;yM`Z_i&N6N zoI3f>lc;Y{6DHZf^uOVXw`|3Q*~Uz=>6q?dCQNs>U!d$3?{&ep!Dc5w_G3D+%KF8hJSt_5erC$q447EqoOQNRhSf#1*O&qs;#?W{r!;i;mG;d z-%>aS)NO9##}xu9d!{<#8^FnJA&{JrjTBmbpE}NchcA3%|Hu0A*gbv2zj`M%Hz;;M zpq0?*iaJ}9_aNXHy+{e}w9>~uDjeS!3?YE=V7jZ+p&07J&V?aq5FI18(d+?>+ zR^IqQbv!oR8D2j-O%q!#kgu;w+_NoP&W6_%%EW3}w_l0`G! zVX(%S)FlT?-1heN-Ey)up}?OC(V_Ez%PKndPARhuOPzHC+e6&*`=NUESMqYbpEo6i z2^(WgzCM`=sit3bhYYQeoP@Q3Xn#xzt`^y}KMhk7(}z+l}BYT1x54Z z*s5)PcK!t6(hHJQ@C}MNpS=1OJU6TWI4W-Wp3Cg}O!@#Q zAB=4$=3XQ*tPzrbXp0XK&ZF$yQJF?b&vhUkS)##7LVCjHD!a$lxQ_uem)1#g*!?6! zfm*eC;H_E^G{N~TGg1P<`Niy)>)+kYmD5?{Yavi?l*0XE)6iYFiU-W7X`h8odl4IU3l8C9jaqY<;T7i4Rj%es=?B9^Bl&YfoR2d^c+9!sXfs(}vd zK%EG5r!${n`ZpgDKjcKgUSlxMzw<+lb6NZ^%L%58nm+f5k5jcdU4>2*N_f4(tkqG{6YWF;EsfQd)D}eTz0&pU2Ymu}0-hA561T5cdMu1Qu!WlDvM)dAZ?zs} z7KvB5!YWBmD;Jy52lCq&cV;<+pldO3zOO+^+>PP}R`=U}jzIrNwLIb9xUTIkZ{VDo znf_4Tv(=IACevE+vC`2{h`+6J!P1~(AIjg_4=O-PKG_DOR?rX(AZcY((_WyfCZa;Q z1fR1^&FF(O{2XlMQcJ#Bx_zI;tFe24>x%dI+ z_{52{v^QFU;2uQFLzI&-ZYz!BP^R<3y~?8?q}rUADay58V$e~q(kGFEkl8)x&aXSy_JHRwt1Dnu5y^m_1v@X-7Bq76y;2_CV z?A)Xq10Bmg`OUXmijKC>HUwv4v_H&O7MnbUs3}duGvRi&#T^jTrOX1r3|AZbOue56 zMti2dvp}!k)D{FNqcqFdG4jWa4YB8|vNkOLzt$l+F}reUY3VxjHd&+pBJc1sIo?eT zY(vm^`yPDXYH#NER`>mt+0;yA=YMl&mCtaZlNGyD%fJjb@YPYAk%cK&0xpA~X&pk6 zXrcjH#ykj%0>B+DelwT3h05biF7iDQN*2Q6m}7}52~z7=SRO%UW{4E@fn~m-Rb5X->s$Vp=`PY23Ct ze{Q+z3~RjD7WyBVSw?N8p5@F)+Z&xdm6|RE73nV!HEA2OK#E*=v4>^51+wDCwCVAq z*F)D1Ncf)g0DM_+#`LoNWtFw#N>f4%H>QT!jhTQm;bWgW+&H%&kl1G~%St6`WiUW! zL!Q6$)N7LR83f0HiM5sOY5iHVsr0Avp0PLw~BCuMAJ(NsTU)}V8(~&RyJkt6` zXGcZp{QkaafacSBb()8+qQZ2CzjX3Ji?5j6|DQ9`$~W@6L@Gj1oFkL@iEtXn0lZws zkml~r>Zv%hn<^U?1AcymZ|;lYrY2Z>h{L|T2ghnXmu$Bh1VWtl`4e*vNG*sGzJto9 z{<6DWEMM6-f0Mk%TXusYRP&n(#Co>+CSWvs>eVOA`XSX*jnfUu;s3~NkQlkf%MLH! zbeK$S5LX(E$*yc#6#Dx1+TKCXOhgU<+!h6Li{BbDUcONZjQ!d{j)mm<8CCa|P!lO5SC~{i(E-iIt7{E(Qdb4d;Kx#0}+kaJsUQEg5o;w@z@gYi>}wbcY^EVl7+k z!%i?@*{BkRa+RxtYV2gwqD&y&fq@rm(Q`RZ+-j+lHU+r>X3#fX5yte^=vv;b<{O?5b*2f=* zd?I25zg9et<>o9T25wc$>+iF8GOP^@W4W9lm6T^lPO&opStsuqy+zaMEVFrYIaQJv z3FxDr9kRXch2!=UDk%lM=691Y&F?B;WFCx!tAdg1T%LF5Hu73`=r7B`J~OG2DzLa4 zBOrOf>gx=|O!k?@5>q%gFjv6s=kp4beta@lVw%25U;6|Jr@WCjux&5+4OrT8TTUZ2 zzm^@@pwn{(1(0n0i48q5@_)@1I1Kjk8#n&9J6)wr`sBv+@=d9b!*=at+s`{M)OrpK zV$JK0bf&C^kFGv_lNFcI0-5XzEP_ zHdmu4ygaCes3sRNygHDXQJ-EE)(`gt0(do%Y@wY}SK?vq30L9h%*?MPKJA_?Ojx8g zpe|h!>?KjHzkgp>HU-(y`CNB*HKbs!?{c)!~jgG5_68Nd&G{6}Bto0Ico~7(N@wmIPo4Xk7o} zC6e?u8oOoE#ZEXD{m2zX%**_q+ey3n3uqjB2y3<==hoT$yWhcv#gXoQqchEv=;dk) z{aVVFba5d}Idr|nh-?desen4M{FPtP^dEK8?WJ_n?d{lyc0U9dE>{x26anI&<1W2a zRdFX@+);x_kMj<`v?yU9$iwFUs&$9{jiIUEAdzC@^<9O5m@dd0tam;*cxV*8eRtue zd;lKTh_A)adya)gH7@L_DJU57u-WTavgT(IZpT@jfjOCK3$5C!ugp0 zy;Z8x)4dM~ccOjoLc6ql98%2kXj0_|q1(agW;!X9K2qMerY|_#spla7b3CYZ+M7-Z zEVEk?Z;_`cKl6x$Vcq9K+n(q?NxH~at#x3{Dj1YfJlduzEG$tT3Lz4@M>`D#-32me*xF`lG=N?FDw+a;Momq7%!f9$%a+mU6xK7C#E$_6L}KQ|48x&j@EDc zDH*cJTML&zzViFn(PW{|rKmui^7yDq3!>+^D>)N^H`X+gGTQwBr?QJq4ZO7`TfY~_ z5}PKT@f2{I8SP{OM34TtQo03qa{asPb+GmJb~Tb|Z_=4&OT?LHPlN{hXG6I04Iy<; zP{9S%^Pxm2u>XRkPEpS-yk258hXt}RgAWfJr%8*_pdV|?A)fH5H;!*RC*cb+jwx$` zo^}tib~`I-DPHtI=iNX}W1(I}gt=KYXdZDALxaiG;2saC)*O*})t%0JrxHK$Kme{g zU$Eow7==$X=lbhwd+CekQgy!m&8w5!z!HZJjl6+SaLYq)_fLnMouLIp-v`ln>*Q1g zYbfv7UMH=nK+R_SY{?}-GlVzI%Fgw&L%hf*9_fZ0wkb+00v~2^7cj2XuN%Z{DHZo| zFagH6_YD{=@IE+mlO#ihB|wiR*fRcMl~bMu2$+7(J?s19r1g!i<}#M&hP;R$Ha$K} zp)tO-)!mTg!+@T-$qF}UKjLDm2aPODR{rub|ME*-p9UnIwwU@#+qrj7X3|?!lL!CI z`Oi9Viphjxi;mu}Z0pd~g3w*tlpig%ngf07q4VwzlM#yW>xoyq`=)txmj62DACh8V{Hrji z^Lc6*LQDk`ak%UW$r+Iblhh+=%$?C%7V|b$69~n{+v!3fblEy-gfu=K3=Q8Se?D7< z8@!qJ?^UDp$GSz?$kiJ1za)lx;|3ignt{hES+HHK+^FwTkyx2K*w3hAXg4Ww+T6os zb&;VB5-ZnfBPn4V+C5}*wARq@V(>niRwn)z6CQnjvC~l9X@YBv6cTGhs|G38+s!dkK|a8*~?(xx*Lb**+f1_&Q8R zKgD!%pq_lh?%C_QpR5!2>a4DH`h4gbw)wW}7A~Q>LGVZ0#ZT>fije_KL5#>y8Pokp z*ZdUMt>N!;XX4qCkgkeYK@ahZuNK`ULWTrdKDrrgM{ixb>?@myS$Jlj6N`U`0OkVr(w>G4hJcKVo6rd-Ky z;iJC3c{+H2M?Yj>T_fjN+XT}GP7RAfO-+t|s_MP|=9$O&1f(?1YGhYM|8g*I-9KRh z^{woJk)QT-6B;EMVlyvQGULqZV^1%<4S`{F?71t<4lc3_MH_f$8 zTO!)K>K!jnQpN7|v(7w@A){*Pe-$cI>9!_JhorT2w))PP1X03C64@5XOX1Fh!)V+d zH_c%~W7fo>bhJBS>)=mhp_5@@lMWWml zT!LdVm3M=7m%IcC8oL>CbiGThYnwwErNzpFUB~+8Gs$0hNtlEwIJJt!>C_|PJ0;#6 zM&I9i@^Qyrmp*1>Kj%C8cO$v1TGc2O9Z+}vzcs}N?jnR2%Wsa^(ullW2qMHe0su896 z!`5FRI`WAo-Zt#@zDku&eI!%Xg|u)To{urrg1g^si|FRa)H@PZrdeitd0qf_@n z8gVgRU5PiNU*&`3(W*GaSMd57x>MKLPMl__hdUdxL`FDtMQ*+wsB&}oIWQP2Pn^FCyU+>X+AzkHR%8AlluKS$TeTIQWW=ikN))%FuQSpu7&AH}+Isqf40mC-p$={4W%|L~e z2%0$qqpsjgSV6oi+rMw4YR<1#+Gs}wUvPHDY^7}0w$27)A0)4YJHH8~i(A?lscq0x z3Jx}Uck;(wtt;Xj@9r3%x21~Hsj6KF*XRvRi+%V^CVPUD_MJuFJC#rwPG9@l){8yc zD%br_#+HAz0P*Z1Y7MTV$t|OIsEh?8CA&4f`d<|&pF1F zg>d*1o5<8Xia*O~rCdu9+H5CoW+cNRis#c!vnU%~WtMHb=*kZF)W;|rx7|12Vd$h3 z7;_1C#?|Vd;jyeXK-6vAAO7VX1TQ_{xaP}XGsQXMp30cz8(`7%CDQ*vu*vXkG}2YhNXwE`@Z%i zT3F>6&@*kY%5}yhFQuK(`RON2Yy0AJ-C3_*jU>*R8108P1#-WK&?y#H0bbOk0-^o$ zYBrO!P1zfxCIaaTO||aXgkfNtHnH{cGMq2Unp$UU4nE7z6mN-#%2cngL=$dAC+)<( z%1;on4XA9mlhIa?@M-UxXw1fF^IeBks*fo?M;QY5khCdr-QVu*Nkt;0{cmH^dJ^_E z3WeC_=G(sFzqUtrb{9MGUvmkT_a*Soo>gx-6DniNo4#On%TVftP~8o_K?KRd!F82r-y^)Wr;u-)WoKlPra;UeE@vsN zoAG41(e>J?Uq{3V;hZ*`ro zw&ngDzK31g?p3|hcU&UZ|5&c)L8MZ1H0y<{8M-a6v$2@h!evt$EBLVlI&PMInnJp~ ze3t3DH)_c$TTH>(su?+0OzF)Z%ynrakA+T`871gS=?~ia@Z|sTi{0rXv%M|p)c2@G z!Af!K_U(wzBMC3C%bkbgA%QGb8M?n3td8Y2sSni03{QS3{pxJTJUhL~ZtqN$Djl*+Z@nbzBFQ(w_Ah;A?dQx@;CWpkbee}l z{5yw~#r?cb+U)VK-w5kf+jd}XGEq-ytz2E}a_go1eYNl{-UZ7t-8B4?aBhi*p}*9= zIV-kubM@sCW7EZm&p!GH36|;IBzmp6#Zp|u@%H?JhZo#P zMk)V=Pr>!i$6vMARwK^cXH0W74l(9rnU<42)ipx;&KNygpFpDHb@#40^?5PpRdudw zWMK`%FCU)b6HGqYntolvvQ?ZRR~AR2mPSaU`+Q%Y*TovMX?#40dhwpJ`F9Ll zea+2^SZ>RoqTe~tuT{32XVK`F4i3vmzhk-HdZY2T#HtuWu4Ioy4XBcZX=3(bIO1Oi z_gnY9ma7PB4gD%GnaJnujBOyTWA*z!MElN;Dw0*6WAySdIF(~5RK;=38gyPR@La@> zsi2!ZGXfntu%h+N3Rg|F$#uN)b1zmz-e+e1aUy@mzQfmECFj|ltc>Jhmq!GF8>+Oa zy+#VIrwh%GpMSEsUe&Q+@%HtlQq|B0^mpi8PaCMT+FE%^3#%0K z^Ubry3FwFECSUx-XE`)_%|_lnkinSd_*$dsYQkP1 zJl`i#s3l+Q>u|Tyh^Hf211c>YE^L~#Q;qMcm_p1;N3zP&qr6u+pHlUU@cU0RNJxi` z#qaieydP;OiM{V%@t8Wzi#9vPm3rfgPm9RS%rn%MkNxVc-8{WSl@mP_v0-Ao$;s#gZ-4nYmhdK zj21?pywFC+q(+|6&mW(u?9?SJRYiSQOv>GvZE^MYE~GKa9H2g-40B@JvQMZjD?SRX@GXdrH?zfkviRJ^Alz{F3j^ z+=+awe`opye`_Hbv+R*B1NX@GhK0zNDg~rue7V}nTyvj;;AJmsKAGz|5@#l&g%KK; zv4I8De6lV4a3VXS;!^JQQtlcR_m02fJAGx$7bax5+KCH6>g65Ysd@_*(JGNuw0Ff6 z-JQ8)E`6TzoeO`wm+@CVSMPVk+t+dq!xmUd%?4&o>Gqo@^AQ&#)2P0cT<&qVQ)ock zRj(_QbhM)yGN&5apHz?NeWDOWt^kiaUeM)^LA#KQ=FSWSsqB!Uc+9dJ#=f5E?vqk~ z+n|ZS)6PFAJYwgspl3N$94=`#m}yF@$k@%wWo6kcEdMP@r!KBp9=sMmdpg$3`R!9| z@znWO0eInxVz!VmxO2a+U)Fj3%s653c>6D()b{g#7_N1XB+uL@-dfvEIKJnN09Dl? ztHtA~s-de4>sR33SbU=xLPlS0KO+VBz~4S7?E`xB;kL_2bEc3=Fr)OT`DEf1?kH42fNcVVdhyNxzyLggHcU^{bT5Y==j zQ!n>Aw2OO-L}kKn2ey7rZ}{SKervJa;ur}klwf%()#is3SL*tH?=$lISIb_NBp@mh za0W5%P8S-#-zwI=#-CU4hYrsiJYDJEE>Zf{tN3kVNtr31wVHP;%l9E`p4IHEvqg!B z8`%$4=Sz_`lZ`KqPHz>f7Ai4&uV0}k$(7nmV_NvR&%FZ9+PRk==SEGR(4s065aU{g zds)8pQ4cPJe0_0e!R&b9Rl;E7UH2!A{V4eTJCpJ-C<2Y+Bi;ym@}KIRC|gXYx%pPC zq^u+!VXj3bUV9qdnVY!6CpcYBoz!~#Uc*zHs;V-E9M)Oy8$Um@`B`=Gq*#bJ!I;KNJ(q&_ z#hT;P#rv>n3z4CTY*NtyytzFzxwfn@UwvQ=wH{Ry_bg)W>V+wl6t?(`zARrHyF}q4 zi@I46Ii5&qZADgP5&+|Ir&pdW=55yJjEAolqWL%;Jtm%e=g5G8d)Yn3-k7~@1^!rb z6Q%rr>9D)(c$AG;d*s+yQ7Y_TZJ|@X&x>_&WQhzlY`NpzUa+9y-lXAvi<1B8Ku%10 z)WfH?Ih{okEAjLtGB=O)IwUTo-;$COk9sx``hhmh=0(&3u3a>|__;ruhV2WP`O8eS zsj5MJd^WPhLtl!jN}^=P)j9l&xLBsUmpf95X((0l=dyGvFB(-uJ{wr@<*48#PIs*J zlGI5zVbw=%TPd)=lIEL}Ue9^lC^xRgQ4Y7}r3^ik7Qg)>qaJGHY7#FV4!`cp0ZUmg zmpez$dE=fD#Z$#u3IyUuU#N(ZeM~=pqrHw6_P>*YyJUsZ7^XsLxlF~D4sYB+Q10~A zTO;P9>KuXn*L^OnG|yIJqaG!Xo*JSVI1kV64VPj+F6M^Wi1{UTj?ah>Vq)&=uh4>; z-(OPPdID2c>7e<m$xh;IsSAfp1xJ7ELRew2(Yj%kk?=_lh%^7QM& zwY1o9HL8mF`?*civfLsr@A~@B(mk3+?1S|}-B4QJVbmCg&wh>OYBavOAI%UkD9RBY1 z{`xHYYL?*8lwl`1e@^MOKmQ8RD_} zWjQT>rjw8ac}d*#5B9>`LGBG@MoQdRrPgBI~x$b&m2fPn)oP>nx|Mxk>W08P-MvjYks1W#x7MGPLC&Ej-fP1kT(HzG}NG3@C-wW8m PWzEV7om9;u9_s%9xi>j7 delta 10504 zcmZ8{by$;c_%Dcn3evGjhls#PQR$EdB_zg((Sj3DI>gZ+o1~OVNC?uS86n*Wj7~{m zbPW&$&g=JgopYUY_Q&4q-IJgDxu4Jdxp&CaTy6E-TwlA3*t)ve3;Q^~%8hGz)+S0B4!7@Z^qju+P1RKR z^W&h;<{3)FLaN6oHj_VkXLHIoBRJ%4d(;v&y@Li3&G zJ8};{W_DB5VnT=W6j;95@tv_?u#LU%^g)zXvP%C0 zbC^3^`_%Yj@)Vr35@j8n>E0|^&sRF;Q15S5uwtLOZ`7GwUry&O*pj@Py~(bA^>p2A z^LU4&vrtj^~cwTkbmx^AQmlz9uFD0XFh^CF1SshH!VZxA$-t z`R^h2pQ+N|?re|TI(|fHaagHZUAp!Z+>)A7VmGL&GSf_V+JxDp(lJI^+8^Sd+)pC= z(6sg_q)r!6Uo#dE6R4Eobo6Bc&d!cJ|9k1-=eMuGv7_+r5{X|u&&$(Az9VcLitOrg zxF}rV7f0~R6{`~wUDP$YgI8y#J7a6QF?lmJzrM)N{)jR$xhSNr@#cUx`Ce@QxFGBg zY)1Ub*x8j&zdSo#I^5-upOwEnJoC8PTg^*eTs^tktEuJ#}78#xA>jlaK7h*+?JqCi2;vGh~MARmN3=Ou(Nn7l)`)g|)Sa zh+j>YeLos6@T+4JMbA$1;OR}5Ts4DNhcP1q_{+=948oT_Uv$Jh&_J2l8wN*_P~awrt{wh&tRJ+5S8cLk+i- zeRomkYI$`);Am34IzG&}+V$r65llGA>w2*{=iZR_2;Ov|R0@}qdvQSc(Qvj({R46A zf6iE(hfIIdVBH1haQ!tmm*Jf@MF1y`EYEFUfCrKGgM;2z{?f~YeNJ-u2S|A8c61Q5A0~0 z_(6e_1+Vn5wVKrvb_hM^9HH7+%!m-dS*lGY3*e5$KfkkjIP5D$>`>>-FZ%gqhF!0c z!ryxrCe=EAz|Ya z_OgR4OEYbv>3EN_V&{7C5UUMGa*HQJO1|>sMj?H9X-9ftW<+k~Altf(1ay@xa;lht zt1^-;?z-(4tt~@{Fyb+uYm+uX(YJw&`WyKPjNFh+R|K#_qFH{t!-P&8y z7s)li53_7{Z(G~nZW*1Vl3BXl33VIE+;G1r8(}}l2|QvF=L5f@$0o{!5`X2nv_iYI z6$n@;Y}r|q4&Lmx`Z}9HS-tFptT~7j<@RZ2aw)>tohlh`l{qC+FOY+UgFs==UbFm2 ze184;mt++oMf^Kkw9Bu8B?~5>UgGNQ9FCVLvFN*A0+SED-rQy0k19i{2y@4w^0mDG z^e3?IEireuDdX?5y;@FXHnF57QC4qg1@$HK=^O1Fq~4P=3{u}`2KM(7Nncwu(p*fo zC8^TL^P3;OUbykhulv^BYtB&q`kacH`BK5cNW%cQ`o?2WHe$3J%O)+^tDa5X7#0?< z3z!FMW~%y%wmzwh$C$S8Gxfq(s;C?N)?#Wkd%XB5OCLc@q%UE6{yM0Tgc|K$-@JY@Z;zwQklA;n>Vv<{UnfR*sOSF<>NlN5I16qDe1Pko>LZlNXQpce>moG( zToeeQ&E@=FZ=(fG^2wSZ4pTJd?ajL(&dN0gs7SdejinTKk~s~;aqZdL67iZRSUaX;^WZ>TBKm9W665Zi=rKe_QXp> z2Fnzko@Dw_tWlI^=DH;0_V6t>gl*qL!D7c)V-TWl1C4nVFImo&8FLGtjiD&3W~$^% zTRiSHn^Fzg%Hr}GR&29!DKKMN;M!d!3W46KUH@oT#+ zguKX|B{d3I0+O4uv2_3UC7^S}scVVDi*qh)-H*KD(;lp2aP`)>3wE-}9v>&Ydz!2Zy# zta7vgIn+`;KBpxztua`iv>qmwMDFZwWvF~c44)>R(}EyjIZP0OFl>R%-Aqmo@Qx2Q^shImeAIDx z=MccT#v3lZ7xZ_ta#8x*LBqhIFNXY0V#?RWVXB{@5@D4Z5LgxyL?2a+^(AIMsO5A~ z>f{aChWZHBIKIJUb-Qu9|1NFd9=7Tfgx;>?k(7oCewQE77iqt+GWZJscWu5ZJO)xS_*;Bcm7&2(<#g{_$~Qrf=yCbdY!U=E+~}(pFNzN zN@45aKHY^^t-+zFBC2Gvm^;_KoITgB$*#OnN<&3UGymske#6#lSv-E$7TS9SGR!!V zXB5~wW3=_LE&pxVMP)A%?(zEEafb?Rp}`RtyMcDdwRw_a<}2g z^{r}**-f>WnruIAkQ^=gvUv|UjP*qVf3H0Ldd;Gllv)h@-NyHjVfwE1LK)D)*Pp0# z4YJkrfA_kWH(Nb^n7&7GqONqu3g9-;bu&FVix^x>H5GcxT~AI}HVY(Y5xqgJ1J~dn ziuopj#t0dCltK24qlTA{RCO7U*%ABUb){@g0Ai=Z>$5>hCVBDbYTJnthHUkyVfv2s z?_t9xHKIA>MKUQwrhYH2fwlA*Tk%` zpV-3R4#gvY^~7EC(|^RWpP^h#&M+9t2gt9s&a%7Vi58SW>E0w5B!#U|;m5`1zX0gT zmK)v5J@?oU6!nSbl;7m^*(*sTfgQ^VhHv~P^~rAw7Kf6(wCuL}JXAbu)BHOOlSD0J z>ycqqm_5};d_ZFim1ySh$XH66%50a#*0B(D;nQuoR zb2ix$Bgs<>N@Ue@W*o7XkjK3wVt)1bmWOd>rX7J9s5_BHlzNqePdt|aF3Sp`1cE8s zD+=tEZN;}EueIy9%_$A5fYx8ie)%|;%#seGP@Wz=8G-sl1InZ6t7#~kSN2aA_5yO@ zoQRTVYA{d5NB_fO`jn4fi_v6*%5240Q)*-7k$2>=jP__3JX<59WXVUH_Gkdr0yvw* zwaCRZFyimJSe204dOk1sl|TN2U@_=$dM2%c$0F*^;xnAA@re+?5DoQx^R{ zoKXeB*o)CsffkpBWsPfua>#{bP6bARFb;l2?ju+Q8t@OO*^7jMvd>lCd3FKNxm~Zn ztcVo@kY}3Jbwo-q^Pr7p(W4kp;R^tGk%3wklbsF_rAJ(HnRuwo(JBzNb^HG1pdjE* zW3q#Qvq#FzN{=&nrDl=>&7;Mj?`C4-C>X0=Rc5JboLG;QO!ZbTr1NHt&>IwOT?cfo zB$oZPadVzSa$J5GW%Uy#ySvQv(dIg%r77#uqaIc(%4dPHH>!mAur#^!v*E7x%=DJ; zKSf&T3^AnSO~+B-Gav0-w@9$R_B#%^Ka<5PNSoI8sP~_k?7rk}d<#1Y3{yAB;&03e zab^XLXhHZIXe9MV052x7EpUNpP#Z0#p4umh58LyDU((kmn&|Mq78^F=7ytR3Pz$h} zWRzwzMCy#L_@|5ikCIB8)?JmS&8#lyVF;FFnF$BTmit1TP%7TdztzKLsU4x-U-^(W zOr7gPg*&jo2w4Hg*PN1sxw6SaToy4X@T7qoQSxj zy?eBW&=0E%9E7DQ4;Xo#AeHN5qvpfW>=vltz|Z2LsnPR{6nKl_vHaGlAn07jkg&nn zR#c=~+&f=3!-$y*I$JXCcM83q`aZlWW^do1rQFWCi!HJGX>Rd0@ z?3$@ykZ5cyjMi7_XcT;uRgcs$tg<@kw)v=B@=71mi%>Q?P5nmVz64 zcAdB1UnIpY*yppE^z+5~*5475{tTKu=k=b*w0t>7^|tnIo8ousaL!Ke#P9nSA1Jvu z_AOfOe*05jwNdATRE&u+FfXbSs`YG;<9GP<*5q-6^}xIP@zW>Xh%tAJS0KrAXcT-+ zv>~u+rS%uFt2t@X<-_rVuqQ*f>2l-I>0jmDH%FN;#`lW9w>itvemH*g%suor!Ifq* zJ;Zo2++9_gI8wt*gG*K^TE^I>6Lzg4N%3jCqQQ*&V@^^kVI)i=?atkfU3Y%=B$7cw zv;O0Atf&m7QoKJE`Gb~RiZ6meow7w^jE|+~`NF|3#LlK(h^pAXwk3erQ;vt8g>v8j zV_G=UCnrpsjtC_$z?YH~hLW!c8AO;Ry~l+-l#tXf8hheHY}?b(N@6)&?m*407be9@ zLpi}cUq%yG3PKjD@B1j+UBNCA%Lt5b>9?E4zE+eq$978(UlNfoWpYSqs?W?1fZ<}d zW?pdSG(}aN31IyARO%Ijo;<3F%2?xU2rOBlTMEK!DPnDkR@n|S!?1X(@9b0<)6;Do zj)5@N8teYi_7I~LFVU>@+A3^9uBHAL^Oa$`y20RrC8YEMJ4j-jF11PpJ81M+2DB*y zfgPGSGU&5u>MICY9b#fSnVATtKH%O;}l2vMW${>Mj z^;;$;?J6E)6E?t^B}L&vjwR*}%Z-1eQM)JUc*?5mRH&>7(S8EC=bNxk2v<^C8{4%o zBt+LB*Wyy%Bt^FI5|efpkGZa$$)h~tJh^kr7=HY;_VIwp+0m^8Np_P&#hMlJ2*JY5 z$KS(1=1h-ig?%87Pib7}ThYZTJEfTnbye7=3d8eGiCn+tc8A3Yt^iMFw^>ZGM5m2W zj~sf^T4_ycR4^d{C2yShzWlm@u&(qxfE@YL#-m|SmQHiI4Q4TDhzi`iZ7~Sd%atwD zk;g32`R!BCHDf=&6@ zUY}!9Xqg0UcOE^UW1^$W2r;CKxE-*d1=310EBrOYyqBo6Eem?OCxN2%7vlF}uUx8= z&)oc@74kNhSS^urc3in%WiVt+(whRKT5eP1qJXe}GdYO6nZ)f>AwujqM{ie$Y-Exk zK5D+TPJDNW;>F1=~aLTT> zRD`8<-~cpm+~XVAx6Jw35l9_&xyrY9DM@j~V@8i*VPB|{Hd_2Xht)4?3T)hLbrx<% zW6BKtI3S)M$$hHIaO(WsM3<=&HPqo2gqqxB6&{`^U!^ zMq@*fek!$fc)wC%lJ;*Q3#%syW#=}I&TK-dC4OZG%kS=Un<_aGI6L~jw-PIP zHG;T4bigb^7Rr#Ve%-v|A;a7!gDMQB)cNJ?m9bJ^eKH4dN~JF_#xYCQo$>FBBcf-7 zjL~yn0UbwSfHQ|X#0wud;sXC7WP&ecPyQB)~{dEiusYRBas^0EPNRnrKtH9n;*ldQf<8h6kB zCvgV}I+tX;l0l)l&4<{&r*e{{AQf&_0Y^{T#JyZApG;!+d&FZcW{mu1-fSW+bvz^n zS5opq5NO6@X0@3=a7FQzOW}QF^!h!fLgGYD_>U)T@QcFZtU0H3B~?|H*tY`5ikd*~ z-i>@s9tpM<)B4@ijK?(Mc&xuOJ530?-T%Ze>tDv+t%DnWNWCVXEhsmV$d1>FdDMD# zwi~L+{DHID_|=(<$R?$?P#e1V=nk&7fq2$5ILIy05X1xoRCzaftXzrg!Old8^f+hAhe0PDmwmXj~~;bynrd`s*cSZfL#;pfb?5Q0A9gdB`VrLRt)jBQjAQ z0X4cgg`4EO0wiUjQmnLZC!XzHIyBGUifVciKXXru?=L%uMj;<2=T@p*OziQd-WJz~bi z;<0S#Ahc4e-ZDzZ6g`zD1gm~W9tE}qpK478qQgcf)`(!cZV>j<^8LW)Li{wP|5z_u zNKN~qAJ#5o-MOK=zHvW^M0x)q`3aScRVz2ij?%xy>6r}CHO9z>(L*F7UOD2yyD6VQ zdA(o;@641pOi9ty`D`2-^#Je;wsaKXi+%HbCWhFE*PjVCou=qsY+e9A7l%d`(4KAK zx<>M)V`ZU6Li7{h$Iyt>*ta0xDAL@O;xWcK0_59N}$KY?uKFrA{ThAkIiyva#bdV6UrxiH4$7C(V=It4la6tV$AKvrrtIS#?X;Vweb=Ax0xG3^ zLiotMeahdkBI2K0h$X*gfzXRH$D=bsM$r+u&;fHj9AIVtFBB@j8; zwD= zKY{p}QY}Z2mT{K?@y9?+OUkzy)6`?|_j&{m6p(P_oex83BTTtp&YK}jU#dg+OT9g| zg-}nwHi)9|_t>1z9r5DVWh^5-1SyN%Kf(^ms1Q9-Prnvb6pty;BV(fHx^y<=%SQuL zzWXB}g6;f9E5t1?3vAr^;X#ZFg934_t_NN$AOe;EwiAIcA$@` zghLAF>~CdOi5vRs@>xRxDqqj@jaI&E6-`**k3aI{9%k%z>w2J!%fBef@ z^|3+T=;ck+(-vTT{Iitk>N*CA+;hjA1-alH1|+?v{kv#_*2%Q$$nPcQk07%3Yj-u? z__I0KoQN$XiXyx=hoBaoJYg%V+M?UnW~B7INuTQgVv<3klWtEd1;~EB*VE<3$`%1Z zENpa(83BR6d=dr3q8r*)t#tW6fYAJ`$fO=n!P%NpNF1z>3L&_KD#>NF=H$ z`OTlZGB%^K{T0P(PysI*+g)4UPE7eer_MvZYk5x%SMdWge&AWti8?>KcmuI5`u5Q>+V{GECE$LgwkW0R`c4PJ> z#<&I~GE^UvIv-%ycpm9@LQB}mW=NPoavGnQ>X7XiJ!_Xop{vPT(N$%$0V;KXE0CLJ z8OBeLqdbN|bepiEx(1QLwryfD9!Q)fMZsLQXY|<1lj$ePGyGm~-gSYFwwEVj&+B7o zOG8a7B52lIS#v+i7Pa~H(&5!os;~n4*D&WP@8`NAAGH=uxjOuXLO_6etZt<@7LGr*&KMA*<<6zUwX$j97wCfMQsIzJY5Ia zmG9WSCm5VehgFNy6aapMj9oe=5lg_v-1aur+mMfs{mYsg+n}}|I3A!L@VW>C_Sm2=5kQ6vM}4YE`_F z_V8aKa&9<9z2c#~!>1FBb!+galdy^>m`mf7@yrPXt-~fW0_izw8a_i}qh^Zc{|lyZ ziUI^gq3C!1(qtPsTPHx_jc?pBV%C`N(m9ZS_!d&6)M-<+b31xGAwqgTa6Mq3g*Cd{ z)UIJb{9Zysj2h!*{}WoU_LJvA`hvamQC0M(DeZKo1a=@114-a;qE1e+l@BKEq_X@< z)2wt!L`;j2V~vSp|0KaOq{xp$pD+)*poP?fu;xWB6`8*qtNbWM94qWToy1A*7Ejq~ z{Gvb+J^|L-U^TSIIKbWE&F12B=ab^@T$+DAM`BO(1$z5<&H~pP2U;49a{m5fr*?F0 z+3x_A0l=8NFu~rwDt?QFP?yxY%1Ng>MFLXZq2MIW2$;N0qroZ~W@xz#y~wrw9O^GM z)4GkhzF2)LP3K6ydNiuG+9Ad|M0-CFo#T}SdD?n1zR|nW)_NjF-xQ;E=dwS%(-QSh z{VM$Aws2HmPL3{~YD5i5?Mx1XeVzVD865 z&k-17WI3x#btTwIYA%_SQ9DnX(V5`MJH76(dG0fw(xaXb%-D}r`Em4X)>>BK!`v3bZo9H zo#+aWepBfcA-3T#DJ=`%fD#SnIy#vJUWykf9<^*;TFLr=_>VBHctU&H%$i#y8|afc zgKN26m3vCe-bsOlSaiaqcd9+QVbXRG0~1ScvmBHqYHz9>U=1&169Cr!OYZWyHQPfo z4bykgFjGqdCcLsXt^BQOtEig>vq3hUP-zDtwrVr^_)ZQJDo**xP1Zq$hU!3rp zP5|jqt0aWL!yk`uw{1`LgPrhoV>lis{8yBiIz)^*Mg^~;P3!ue&|E~vTSwA`u049I zUDV}35!FAakLuU{&24c*jm`;hp=`i~0y@q8n)uZO4gu-(1k*GDG^*0QY+(S@1@f)1 zLs3V5yZ`ZoZD}s~GYR!#(NYr|!d><&#%Nuoh4Km_xl&xkdVT{D=}2s8%z-6vux@T84w-L_wUqaVT0qUz$15Nh_G zB(@-D*}0^h%T|aaE*gRGqE^9WX7J=sYg1B-CJ}>yLzx2-T^k?+4Z1@+5f{4S%6)Ta zP+zN`Bz){SK-^5Wgd6Nl;D>e|_EuQ&=G;Ock^iFG*GFOz_v}m$363qMoOA#(BBlP? z-e%@DAUJ{w{cnF8TeT13w>T14$x^<_$L7q^g8oLS^PKEe8PJ*sNnG``=doB<4Ep-1 z1IG3uY5$nD53H}`dAixUrPr>@hOqaY?kC)4N(e)8FWqROssR*6md)y>T;!ysnDGQC zw)LQlp^$t}40%O*s4G4DFcho{J~aT{`lU{nmSNkt*XT7&6Q7h*g*}NBpH6T5Ld(c= z8~IyDDN7l9;QkSN5NPdb8)g6n!W6Yg=Ka*Y0MXY30oQf;fyoYS8}V(Q#6bTPm;r2ND&E!!|L zdEh>tcx>QCG7dQ8qjOMiL_*fNlOz_*F_w^qroQsSn3($iU5xrBSfea$oU|Nw8&3< z029qTlI~#R2l9)TUG--UDkb8rTivWx<+86C@ha!wo+!-Om`_R(8f*%#D-^de2@3_5 z2wSy=jO&)6Ck?@0cM~|<*tEs61$kQtKch7s`7c83KSdOzeYqv z{l6y!o`J;o#s5!fosFw2;$KDG|36q_a~WFb1YS&ihs?*9v=v?YW9