From 5c62a6c8ecd956cf6eee1d91bc6cf4fc019622fd Mon Sep 17 00:00:00 2001 From: moshferatu Date: Mon, 14 Oct 2024 06:35:31 -0700 Subject: [PATCH] Add SPY 10-day low backtest results for Short-Term Highs and Lows strategy --- strategies/short-term-highs-and-lows/README.md | 6 ++++++ .../spy_10_day_low_analysis.png | Bin 0 -> 143376 bytes .../spy_10_day_low_summary.png | Bin 0 -> 64617 bytes 3 files changed, 6 insertions(+) create mode 100644 strategies/short-term-highs-and-lows/backtest-results/spy_10_day_low_analysis.png create mode 100644 strategies/short-term-highs-and-lows/backtest-results/spy_10_day_low_summary.png diff --git a/strategies/short-term-highs-and-lows/README.md b/strategies/short-term-highs-and-lows/README.md index 1a96491..10852b0 100644 --- a/strategies/short-term-highs-and-lows/README.md +++ b/strategies/short-term-highs-and-lows/README.md @@ -44,4 +44,10 @@ As with most of the strategies from this book, they are meant to illustrate cert ![SPY 10-Day High Summary](https://static.moshington.com/images/strategies/short-term-highs-and-lows/spy-10-day-high-summary.png) +#### 10-Day Low + +![SPY 10-Day Low Analysis](https://static.moshington.com/images/strategies/short-term-highs-and-lows/spy-10-day-low-analysis.png) + +![SPY 10-Day Low Summary](https://static.moshington.com/images/strategies/short-term-highs-and-lows/spy-10-day-low-summary.png) + --- \ No newline at end of file diff --git a/strategies/short-term-highs-and-lows/backtest-results/spy_10_day_low_analysis.png b/strategies/short-term-highs-and-lows/backtest-results/spy_10_day_low_analysis.png new file mode 100644 index 0000000000000000000000000000000000000000..2ba3aba28f5fae44e1495b20214f3fc1a767b6b1 GIT binary patch literal 143376 zcmeFZcT^Ky*EVhg3#bUvo2c}TfOJGbjMM<4bOk~Si1ZFB7LYChq(cDdAVGSG1q_7V zLMIARq(wjo5JG+v%k$j&Jm34SANT$J_hl^?&Y4*=XXc!}&%UmG?Gvi2t$zF%%dvg? z_8kXZQ`OtIj}pCa-+_iBlt4>_oopTOXTO`C`sIBkooru#gG06|S}ObYl|@nQ+@S!D zkKVgx2-Vr)@z)vxXH$8&fF=w=@<>| zHP-XDD`ah*`g!(uGQHY51)~eG-Y+ft!rIF5Tqs+_ek)f>(EUe`E^V-m-soBi`cyDW zQF3^GhfwQllUq02?%2KD+3pcgHLw4CW`6n0RvI&CG+i;5GS654u6Qn7}Zz z%>y-!jrFMl)k{2K&qlv!_&yN%j7gEHVqH=?#}#$u+q=hOQ&tMO8K_`nV|~NBhVi_- zjM0F@gw@B42f8kz-5jCNbMM6-a_E3SnG+Ke87QtlhHE|X7MO=SQUA76wx7lJee+tc zEWf%b$U`-w$C6@qhtD<)8=w(WaeAotuew*+@ZMda0Xvr$Vnn}e9GkVux~ZYhE$&R`|R5_b=jf8UDSzfmw4`5NX7Uo z-Pm5i?gtD*BwydAk(miUi`C)=Rs7v=#apVw=c4WrRvs}xGMggC-=424s+ah%Zd;aG zL0WncDLE`YJ*UgMoN>&H%~SX*#LF+#Z9T|nbQ^yPS(}}POZg04UA#~qaggNFB#XRv z=j+t_QCHM4x19_kMVcwn|ABe5sN~p6N|aIQ!ex?+`pSqPrC+|4*=eT4 zu|t2oi6T9HN;Y-$$u{wb<1j)^i9{kINeR2Vcw`$E8-O2Qto*}i+~3wTS5Mq250bPz z@^*U47j>lhjbf+5xJ~0ywoLLhFpp}Rix*6mqPHnj;?vgy7VVxB*tWq>{(&oF6QZ*< zTVECMuk73uIc9F95wEacJc9G>-iREWG^JW6fX^)J&yaj^4R}6o?#JUN{$mQZBGnW1 zy(x|g>kPhtjtioB^0V6c5vEa8ps9txV}kBHS75_>&z9gA}Pt zrjD?oSOOK=%N}lUesWP(S(unT5@VK!jXLmN?6YF)?s{nuI51GDE@Iz*JQJAq4690( z%OYZfR_Bh2Y}t}_D^&@AxgSKWM0uv@f@kWm@#>W=cSREJ9cvNAZ&=YlK1I@L@3trt zHmJ%|0~An-jY5|v*4jexTTeLYEFPe)aDSO+Vr1D$vdX^RJYcu3XFkloZ@ zf4b?R^pFGm#ns?vyHZu%Bi=ZT2Tm5gk2si@ub0cCIeeOs%QW}sgwW?Nqh*i^ms>?M zn+6lAu-XqgbIU>yVyKlPoU@+aaw_81)$87CvRNqDIW5Ggu6A|KGK9?HgM0@4A4O}4 z#PA;V5JJfwcZP~TZ?YUr?fP`f?e4;eXp)G0OQeJB20K-M4d z9lXE)Ki-3n0YXQm%FIOdANRWi+y7?YpXPZISTLyn<5D|r^gbr4F~X6*exrT+<})Jx z@b~-ny*c_%E;->wu>HS3b6>_WD_Y3d)E}+;npjALAQH~*6y(e6-EmU)*TE`M#;jie zZ#*&~a*Kn(f;5hVdLv&);Q9s|QPYDL33DGlS;@8LJ|)eJe(-U8Ftv##t{E9m4LN^W zMiLAgbAl8H>4s2O=9b=Q_hXS^oHM|-|mY=5TAl_c0~ zc0E{n7{&Z1{@(6VcK<3>#W$^Qor8fj5Dj5uNbKzA1e3H`4_e`LodC&BZehnLgk%FbJU~Km_sR|DRqZ{n6c{u0@R!)|fMp7^**wPZ- zK32!Wq3@$rzhRgE-k|i0sn^P_Z#zUit70wIHRBr|$F-8BBLoBr?FjVpsMkE^b?wdN zhS(w1P!Pz#0xR~if)Xm+YFt>3sqbQpfMN-|C(WX$B6+)R8Bdw}WzW+bhsG3Kkt|Zv zXXmjk9yZpf#LO302%13$q$(r>w%r9v^Rk`fzZpXv9bSI^Y+X=XICxh$XOH0!pz>tXbP~l=HNv~zoEz)KB z!N6}*YxbQfboK)UdL#9aWN2~ccG^V|k;v;s6uD+@El%N6k$Pr-7@ zf`Wn*=$xDmV+~eyV~-Gp0cQ{{UX9dg**-4vYMnSX_zeEv^uNb_BG)f-Yf_*6|uS z>xwxSyJ9d+SdB?PFb-<>-dJ@|;=*yC)Jvwh-{>Il_On=yhPkD0t5kWf@SDd5%D6eB zA|esEMna@!pF7txloJ&XLrnQaKeO&FMII4>BqJk75xFzwNIWN{8BM7oRfTOinB8T+ zICMfmnvtER)WY=I3RNK@lzVEg{1uw>A#KXBurY9Fdp@5xX{ z>4NgR?|F=0-QJ%ZHeZCTPNb!!9Wr(Qi11*Y%Z}ByEC;80EL=o$CQZ49N=ZDk=}C%` z_>zK5gf;rdFN#f7y1BMO7WkBdP9-1T_lYJwnU5ZFV)!#1L{ES?ieIB6~} zrTN0|aVS71dfj*L}V)HX4Y(NC6OwfjeqwvM>bl&cE?+^(wAJqyzx@$3?NvmPJ{0RRj*+x@|HvEf)U2BfenS|Raqgz$$ z!ak2pKc=Ldqf<<^Y8Ua(kI5Iv}B^!YyDlpB~mL?T2&gpvI|UohVkFv#BzSqC1F z4}tOf%h|qDArexm!;?6aJ}LLfX^5>wx~5Aj4dnJ}h%cC@6(3>#8S_C^&dGbBJH%38 zd_=Ms3ELpXO{Wm9C!>Bm1SLEmQY>6|=yzQx`=3eU!Sn=`BGW49pc; zI=Twt1HOKaidmow-!B@-BYt7z(Iwed@)Z(@rb&ukpE;NNi8z0;K+7vItE9O$W8KG2`mrFQsVPc=~gYaa{_BMu=RwUN)a(6Xy60grgL1d_bh z!T>RIw(bs1B)?j>2CSKnsewsW%r~Y>%|p!hR2E|m(ETh%ao?D>t3MkY4G#Zk_~Qz& zx|lCGq9?5IuI9_P?<@J}&VLTyX`s3)`f%j{nBm|hnA(XD381S#zIM<4zkd8*WAXc0 z_6L0WS70~B5-$gBJlKd@l=B*i-Sv zg$Fj=KxbR`!-XjKYzGU0yjLPki-39HQ;JwM(dQH4-oY0G!&QF?*1Ru;uWyU9E?@QY zVuv}Sdtel>g6((cnuQs8oJ}HcE8jgSmcbnMW!FoINtp&Bz7MdbHy3;UytCZ> zk+qt<$W9MN@>72tov=P?eKdjGk7#bWha;%KrK$3l`dx&?ep0@Qty!ujF`c=;N;Fnm z@(lXT=Y7B|x&6)Z^P4#}V4A$0Qwul$4EWh_^QJj95!Rm#z)bnk@aGlmZ|9naI2&Go zCBrcOFn*LMgR?eVij&p7Q#@8rI}z0Pa*c2Vn9_e^gpC%%5L?3K`OZN+#ew3f&!oA* zsKW14$koB7@0(F(smb4)n_&T9PxPD6ep0B4aMw%yo)7080;D6JL?*e<%dSXT0iODW z_ZhV1z7Ryqe(;A`_)qUC2L#gK55Ju0Pv1KI+u4`rXdq>x==fbpm5KDCFJ+PfW6`SX zb+f(Qj8E1Hs!4IcEqFNgJokYwBf-@~d4k1&gsL&9R*ETD*2;YQo-%Iy`DGXWOr+Oi zzJpT~fEoO=j?xObAy~=V^M)(ff%AISyLFKJMg{+B*OF*XUrKm4ToaF6d%GFx3Xa!a zz!Fa$4+Oo-o6Sa9#UmOL#ep(&_#GVzKTZ$Z3zc_=-c~9^H ztypUaawY9*q>p`s*%>#Jpq^xuq~f4ZmVq3zfLb%KFkxvnAhIDfc~>Ji18fTlXz%DS~ROO0^z1h!M_3}Ocot&- z?Uy$Jb??I@ZXSN&-7cCH$f0LFOprMg_ZP&0U=_Nj;N>;+wJad2eDtx;#GBo_dy9&i zEBTV8rw$ntU4h=9v&&1gUrs0R=&i(C&y(6SCQeGssUCz=Ybx{zqtAO@j3+jGm{YU~ za8>RGt#)O~H$IfBVS9&`KOuewt-Z=73gcT-DzyTT80!$}5O$#g`RLWX-VuyQP;pVg z31hmbP-2<1IP}1Z%8Ko>s=~|Fq%+23aBzSN%_9L|3_7H?b=s6gVHxISgimon?bY4) zhF~M^=B`_qCabAd$H_s%QQTXM^g`G28k@aVNFxKZgRng^qHeyXBqEchU!~A)8NB zur#{YG`C_SQk%auImyH>+19DTs-rIb7_`D;UGI59e4K`TLEp&AbfQ(U)CH&+EEV`0 zDur8nY_zcW9MK3a^6Ba;n+Z71K4nUG1YBA0T5~t!{@P0IHYI=84KtugI>twP!nmXY zBl)4?F1ob>!_sX070L*A{E1W+R%)MIeHIp$MGMus=00oOa27gQ)>*Qgfq&$!xznv0 z9G6%CwD>}u`euqtq*iW?Ee;!eha_woJ7Ueln2`^Bw=_ECVtgmsvfZL)y1UY#*C8*<-3j8 z*Ue^lm(ulbXioSk(vwZ)lar(alX4HLwZHJ9RTI@36@7a~zf3dgmiYM}UHRrr8fp@Q z3u)Ri%AxOb{u`jM!Lz8@A#!lHrDh6McUWeY=EWu`Bja-*4!dOPNQJc zmYal!RljN>!;|$est_Qm4vv&?2SWT`SI`Qc?@U)|;I!7m?rI85JXdWK1!ceU02Y{h zm4i>IpIz)B`yIYzKDQR0biS$cFK+6A@~0P?TmvcEB+7yoC$cnWgBD-X{_5V#zlIY3 zZNb;}_g7$k@^%J(Ff=rDWcSi(ho}*^Ur|As8R7K>8$I09#C~ERCB1W{S|Ss2DCkWz zURa~$DDiz@Eh+Wn2OWbbbGGHrwcb&uA^Y#p7sR${*u_jQQMyH#xO@22M4g%wSvy)m z^IY(o=bf~RhxYD~M=QDnBC@17ZS@9OFT=QdS2bwQLpPY+JF%MA&1HhMUwpt(fhj*| z^kcI$pPeTqSSWyErv2Jin!O@qIq>e!wg#sY7F@8EjohWtR4K7;*6>_?q0gSXPDG8g zS;(8Y=9ULNVL+4=+!MysKprHfhLD~x@*sV00G8_?4S!xC_pm3dOwrdRaE(pY(`CKw zi^1#GL9k8F+8v%$xAyFQecRsGUv?Uq8jb*c3zGmfI)6J`CC$@o|K8;3)zkVtlzT!u zh#>|@*tSk~<3Y*_r37s?R(AMe12sRoxAO%BFiBE|XdrZI+dRH&AFoZZWS!h&1R{)% z-#PzaTUjda%Zj_e2n`Kn+}XBwq*N2lmjddu`AWD9cy)LJUl@4L?pd%}A%+}?Amt;D z4IWlCnoVZbgE8B7zya(Kz=eL}{eUlQ|K9GdrVZo%+?mnW$f*OcQ#jGwmCr_6%pQp|C6>9Q%Fp_$=maB_6b|M%v#e* zDk|~jFe=aIo(O#jYcgNocd+;~RD9qJ-!lCj4*oYt%HBfTLJNT7OG{iD?uRO(OqWytsVJ000Tm}KuczuAZ?BE2`|A4T8Q z&V1N*0A947=)Sede+3AKwLgxirK~F`;vjn1M$Hj_q8!=+)@5_>lFZ&?C{M?T0 ziIYxX%tkJNe3Tk-;>l^(5>lcP4-fsSl=?pv$DG3uiV3?J2NJA|(1t-ycfcp2 z9Kjn6@7L__JZK#Bc=Pw37>AAjj^>5xM0O(~Te66Ib}N9I*}_Wz6a_?-k92#t#3 zeJ=)3YiGp8!K0iZmzThPB0rfDC5Z|~JhurU4irGRFkPBU-P{*0YbDP}3g|r4Y%&Hf z+VFC-p9|rV@37&fj9j3Hc;J~}eiG>?_htSX-p0_GKS-S)UGey>V;*NT&S+GVDWIo9 zJ*WBu=b@Yla;ZSH0b{oSAf5@5<@L_$p`=8yO1D$J&<=HAY1HPScjiduV+EjsTV$f- zy*JquZCn2Pj!>u?Q3KW#b1;h$Fy~(!%;6s_&A&*QUo6d^S9l!CV$2Qv2KVt~E8dcc z^~H8&)M9gcKi&zx?yQ|z{kbe4T^0$cT)bvN)RUukVoBv|%TLsTZb0;AEiTNB1^c*n zmI;Mh9I~R^Gnpa14qt?2(&dxrf=A4+?BAiuR9*S6n?AkLEWI7s4ZD}$4H4`j+bR)O zqfOYvVM{GVffqUEs)YOM;&j;=NUK}{=oHyA=uKcEz^UQk0QGkUV1lcGiSqsMs>k=k z-_N=qf;-Nu87*A_CVw7?-YZ-8)06XLU{irfpXvanh*7mT_u?S1`AI)Qa`O%c85Thf@^rLKyB&A~GOPsgU!~PbKa~S_ycNEs%3Ku@VPYf8 z9PgBdS_){Sa`%;m#BVla^|kSrA3$^lQSbU(A@`o0AP+dUJut`86>!IqaJsy;b!xfU z7a&{nSj{$3t?V?f3--n9v)`u6Ki3A0_V?N7d9FLk52J0@;H*Ujli94VPa{GzN;H|(8|X;Hc=CJ@eF%0jc4Jr% zutwr(-Lh`LK#O;U2w@BL$G8f!t*I)af>Id`CtO1IgFT<;1`7e8)iX)95+L^<5Otz$ zmr1m#irU7bBhwdU;%*G6Kqtk^lrcOu#f_QZz}u=b6H+TL(9p>Wbq)5HzFM=jVJP@4 zE`bH=H1cAwpaA+g=$N2Dq4m>#0JB1!?Va2d$;cE{RcY)gRf%?UNuRw2g`d-|r^GEl zp`1RzUGKCf<|7Pma_)?%#{%f?SAy-OZ*lEQLr;eIn+9l+E2)@~n_exQ?`Gl+moV`B z6Z#DdS{^UvE0RX!hQY>$=3I3e9>!4I9Be#Wt3&v8M|tH)+03}kWKFnCD*^Y%MkXSP;7Rc!^sjR`wv#?AXhgR^^YNbLaeM62x z^YimpZ{qym<%K4mj2CYu=GRJJ6xIslkan7wH!iHIj7nBazJA@1qBztlv}CHhxFTZe zR$=XJ=HmhJT3FKO)7x9+9quc!OOjs)W9^p`jQTx^5+m-@HZ??wAmJ=GWc$mvMA`n` zS?c)!m;J=K4$JK?P;U2676M=3jPrSf35Y?x$YbN6nnxnOMQR*vI@k&B*BdPg^8q%e zoEkm*zWSK1UOSnJS4%q$N%czM!V`9Fx5!IF?aoDPR_BB^x~(l1cN9m+DXcpTrE8SN z8be>asW3+;I~N-TVVy@N15ZZ!73bdcOb!dW68H_a-l&j7NA)9($E0wzhe7uaZe^NY zKk%KqXY*zCL_WSM;TN}5J0})BRA%uns_y|9%6Ip3qW99|0SSOwo-_4x*$?C?#C^fP z0cFOkK>qF5BI(hj#^`b<2JnGR3n+kH{z-n3xvrFvp0Het7iVxF%&I%E@V$~pJ8){| zWS)DnNSz#KXJJc|Mc;g@xx55{x*%8AeDz9ei8YJNc{x_o-prU$twMYG{wX&$v?4ki;$1oOCZ|ikTm{rW)TqK>bI~kL!xit|1WZk0Awvwh9 zb@Z&aINbbetmARwuFr&`RM#}bwx;9k_3jQ^m~%18@Y?1k{S}DsE%74l0e3X)b)WYU zjqTh*XUEAuf0`2?eaDi`3ip)R-EziV;0Mg?e?^9woaubfKyaQ9W%ORWz@7%X~A1!Dpsz4fay z^S<)u@)jJ6!mq-L#}pE-S2F3rWKp6bOJe+jPrIn+)W4e+VuBUphnO+!^R@WGgSI>k z@DO{0x9PPbjHYSl)di%Nk8|V?ZJV+jXP3(PI8QPNztc`VFULwXbqcb(5*9a@42$iu zrTk{qOu@4rWa-5kZ(-GYf8CFqE6HL!clfI4D!{j06}9|!7H~(mzn#4*>IzVFKN=$D ze>D7g#r%=0qT1tg%>{&|m}hbLY`wQ~RYL_q-X*3BzUP21Vy{O?@5{HFY6>H#{OrEI zQlaDJ*q9&Ubm6D7J)pQz@;ggoN^TFD-bw|ZL;C&7RL$4n**~o`+k& z;wDlqw~4wrUodPsqV7_(S@Z@k9tdPA)sLl;><->oZqIsNJR?Q}c>@~OzH%M0VOxa% ztc~?M1Q(LtZ1;Zo=Itzs7Zq{=LZ zeq%?2KhLUQt=Gm8i!M=BH`3g{w*cHh)hH0hHZOl$cY*4QLA7{wmg8{F{xWWB;~pEE zWbt>Qh$QR~9wdkqre}xTR-Ip#wx4?iI*ydGA2{I-Yd-ytri6+8{efFKp$MxY7w0*@ zD1e;d$KAoKIsz-D!fqs@k(j7wcYd}jgYM<Mm1!|V^TjsKP?32hB2BiC-9QkfAgFbnc@u%zfGk^9yfjvL>*L3#$rT9zn_sIFR zlSc4!c|g~87Z+m5#&H9m3s{i3V+9h%#ckLT?3ORqByE*RSkg2GAU^Zs3-%+_1cj@# zkOo|m9wyZos%t2n&f0w#uwlyo(S~c0r@D{+Zwcr`yLpmK0+6LO@YDdZWgo(d5rEAC z#O-Pz1b#4L)J7=$JUVdu+E=m^=YDMbIEL`n7mFEp(*5EYf_MQK?jF>4qf6~2pEMCgzidnp(WM( zkpvGDKx0DV9R=tqj*!y{@Nhu<@&g^a1Il0kJO2dBzp(RfXElMY^H{)y=jCIzmBjPb zbpV@nnU_P$nd>AxKUXLTuv`icCiPzGN6|piSqi4(ZdLA@2sX7InIaZ;*RP&QUCbX6kCpnt{Srny|avYE-cv+HF zv|c00BInR+uN<}CST0Ux+hYalReSq*#*3-N3wBPHwJdQ+u~87CE;NA-#< zZ&G`}a-96r8+UCu$6p{5PT;WI&9TD8kLy@A3xXfIsM>Pi`zql%)D!8S%fTcxmNqxJA4qa6I6SZu3&U z!97{g3ZCHJWIel&Zow>^psZp0K7Mg$K)^N`Xy0tI=?C*@bo7GJ7fIQha{wMN_;E93 zu@4qN4&prMoxfz#{W=DQr%hx3nny=niygncUwnqF-L1sAcz#b?V~_7G+tkVk>Cnjm zZ5bd06OV~Z=U}pLD-I?_9Vc@(WCH$?qlNl#uBSRPFM1?h+O2&1^Aq z?4I;JB7Nhl7wot{0~D@l>18!+VLE$*&j@l#`?8OG4cn+Mii=Wp7?gGbq1(0eFHvya z9yz6&ADj|lTvKjVFxJp9wU!XOWlwT@0(0lZr(Xk6Ekz<)X(1I=$&&6v**WYykm;|Z z_lLMXsQo4HyQtWhegBwvq>HzruRJ=%;_@vSdnafD($Mh6;o?wK)9$V07g7&4X|^tS zoh56MX@mj7Lh1pKcT2PtDh{>amFQY29k>PU`%rIq!|WVHM-38pTG`5oE-HezJk-L( z33=FLv`D$G%Pm`qYumU;>IY-eL8$)dy&9e)#q}&Dit6frQYOdxR-d6Wx*p9#mkQ;x z#hmWi5BybxT$o=R3$HJ#zkJ;dAXVh$a?U$D+|6`Ks~Cus!UYNx4PXW|K;{5pl9R6u zMJ3oqR$$tTJiwm7-}7Wyv`ulj273Ey*^HtNDhV&;9`2@fMs*m_CT|5F=tM2dvt}#Y z^dL8>&dB;eYcR%rOoO%jyo1Kj)6lo2W+8|hh1c!Z;+;xR3oI=B-$lt%Ts^7K^=Cz) zD7m`Y;0d}(@s%rd#|>=?N3b#&>fdhTcJHwgCNn1Q-Ny|tsU_rwy9vix)HUdqcqrFIV>mkCROSUQ zwW@Ycl2yx+?k#c&#jOA|!JndT@Dxa0gD`lI9JrktUBedEJv{Kb=H?S$2_Nb(c!%#) zs0PQEmrH|(RypjI8wO`gpvUQ|F&aK=#Zn76f|kh`uB)uXsdn9RE6|7lI&s4^fg9^Q z8Q?h)v(*F0Y!R)z=xl@Ss-STActx}4^VX8$uV%(~aP&NZQGT%fRKN1_JR<*#Y~TkQ z!Va1Hu5)$iQ8T?ome#Fo_kcgxX35R*T~SYr%*b+dl}ERiPXVIe#Qt>~V9`$7jzm0X zeQy6T`nw>_(1>k4@CE--k0`{7Cu};!5!-eB$myN{03kUawtT7&)iPeo1U2B84Fa_Q z-+tW7)vR9q8RGt{V*{;_Q}8Q-On7nADF!pty+38b|Ew;Ix9S(nbP~-5WOM*g|9F9% zc({Tt-I<`vc@2mv^{>}WdgPOX)KEmcBG2&vanE57*TG@3#ITuC!7GRUKWOUhfD0o z(eV|gU*N|{2FlaO3)x@H-dPM74OjdxLgl|FONf>CU0H+zA-7v_!Lm-yLy!8FB*%HL zuAEF!Y6oA12+F8Ks>~OCUFzYQi}K#x4158cNs=V@z&g9ni|afU3YNXS+Oad!tD|!* zi2cFa8^A2P8H+BBR0B(cvz_4=Pf7sV0=7Mdfr0>Wm!xq;T}z;j|M4-ADK(6>zJp>_ zw8!P=fNmn?G}zEDfeTM}K<(A5Xsig!sk7HUpZ%a8ZxL1&69`0~dw=YR#r50@l%|}U zEv+yT#%L6))$=`T!W4h2u-Hvt1OV|Lu%iGY#}n(yuu|g^;t~c$0x@@U1P=tVHhPtA zi+dxW`q6nhgyzgzJ&5-vi@3{fEal=xjnkaRhACo0$_yM2F>9P08C5Z zdDr^ZZ9cqep7+Uaf_2vla5SqpOH$LxlKAo5&j%M*JXJYKY( zPBN&0(?+k0!0g)3#rx{zvk&Thc5`7LCp~!;= zBI@qU7y&bbbbsWEHRh}e49eLo2c?P{m44EYFRb;WPC~Yyxe$i6fRIP{A59?#t~#XO zR0c{EZ1qrr%zBzG2cQLf$a6P5D`nMw#=YU!VX3Bf^sp$N^+u=Oot$O1gySrF&)4hi z*$MnmlBi}ueV`*=ChWAZpHtaQuXL3hc{W)EJ1WVT1n&+FdFrHuHqI+Ie$LH3(p>c; z>ArUr)`J{$`{)2$apIN6qL!a;~e67laZ$ds#6kf>Vw+) zzDT-D*7FrMHZwph$IK_}9~8xVGWR2~4Cfy!OPJyLp#cgS6McmnB7nS~O@Z%otje0s zNk=;VN8QG?BN^o)6%d_uCmyL??H17mHf6CKnbY_if=Ger{pua5FNxbx-=zU?PG;Cr z&CO&70KCfV5xnZaq!g2QD0+vH*Iqu<@bQs~gDqaq>>TXPUz{=EU;c0wy@ThXd#D=D z*RIqWs33^C*x2nmrrdb%;{`$&RoHQf@&l-lLyxf+o^~Z$wfGi$AS>ljDYExq7EXGz zZ7+-RhpJ}o2Cv4e?Mi7gNO>_ydJknk!5VFuo@xOqBd+d|ne%}c0r9vGsgT~}oU&(( zRXx0DMkLr(yOPtwz*3J)Mf$TaSqu?MK+q_PD7)}Ow!2XQcY)ZXzkV=!+`7VRq*UJ> z85gQ8(bdp;6~2P6yiI2$i4!+HCvXG4Yrf#YQ5G2RMwk|GYI`Ln&Y@{tZFO;n6Z@-_ z^(P9$>2AaT`QIBCho?3^D}G>u7j2>{@6kSN@*yGm{1#)v8=QyPZ%#6$mNFq03ceDI zBt=E7mUe>LHeXAh^B@;RoJhYO=RNC&U=@D&8t&@pl`4k|h0qPL|l6a4mBs$tlI`c_@ zUWD2qKm;hnDBwmP+9gEYz*_fq->C|5@EuxKrG?6djV0WV0A`kbHo`@j~7mFS6T8?Fq|N zO{|Ve@E#LIYeO&a3!<_y>Wj-|wSEUAa(0!Vqwjg7NN=;p^v8j|#`2?^u3cV{V-19= z?s#ZZ0!#miJudyHfSR>r)nI^f@^BWQFPc)jk&Cy4Cy-C4WOC%9dvGR$i<+TcX0 znNPs%jxJgmj5}VF9oRyEd^E_P%>%hHZo3dD{zUw%9PdN4g;A-#H3agJQ!Ss?_0dcM z&%l_2SI3rx*Z;^@O%LM_T_4?43LthU)%L7;-}m?3bZ$H-^H;h`c#P)z zJSr@3(XQj^q)V_s$#J$TJLX5S9~@k^Qa!-c!lMBTo!ZLjf#1NaK`4}ig!-mpGwAEa zO6BK)nuj?wR^uri_k6N7-te*{F+r*3Eq_Pj(VbyrDGiuQEs@MpXIsaJGn^`ROfg8?{7>v+UK*Uf$rD`F&Ih9G>6cKXp6HjB_V6{wveP zi+0~d-4!?`>sLNVk&3nYt={LqZWVI_+Qkmre4rye%K;LB8wpB$NDGU1TQTfB}J zm$Q)0&Jfs%0j&B4`^hbuOcwNH+ek_G{_eekf}BgaOU@vl&M zQbhTeu~J0-vQjYRNt@PnT#zqfeMq79R5;G z0-p;wzgLBIPgkkj@`<&VwtpQDC6j0^X%y@Op`I;c+RIl4yscu4HBBTzy9bw>R z3-KL$AJTJKp0|xC;+uJQb6vKpk1&F&_52hj1?&Z2I`2E2jd}ZZ_FZX56^4c9UU9-I zK$l^#_~goJY`T@vsPB8q?cKL(?h}kYuV*e&lne#}ELqtZw9x8OPuSbZHU{0y;;I3xlRe`yTqI3SG|2Vj<0Muen@_^frXA*ofV zQYL<`bKd*y2+k0n*A%a~vC^~_1=)dn3r|+lBk!eSRk@Zsc;voPo=kjwTQ=xKSuRsAo$AM0b$`4Qo8-j`^K-bj5vW~EZ^fp?B4dXZf0A?a z5T}Ojmf(W-(?!4Z2*}Q)b(n+-Nohg0s9rlCv6_TRS1*dOaOh4txi|u|SO{zYEBm@s z$1Y4N>cJ=;-N@4xx%f#fk-${q5>_H2T18Fep0M@E_(&@~c>@#H1AC(zfOjGneQzs^ z=MlRAGzn%0S8mHLl$B~0G&W~rcpX)EtXqMVQ~>#*0huw+Q`c6oMjyKxf5;X$8y*bu+Igpxo%F$o*H-9E#WI&OuSZWQI11ZI(EyID(sqC9_JTR zemy~jqZqu%vkc}@droQ-P0MasRh-#e_4K3&mC(t3Vezn4ba1NCDL~`9ifOh*RVVjW z%hJy1c7j4z+a9$PmTJR4%0ws!lw=Z)4X!*CFlGwlqk9MPv@x^w3Jetwne0jxO*Zh1 z^9y>w2J-Hn)DNCXKb6vuKFK*c$=&ag@>iJ?n69DZC)aq=ibiIe2syMyV9wUKUV9bs|(xQm5hm{1qY5b)& z(NObFtiH|-c{lq3!}pKpmTAYWH0q9{S3T}hs3xjNRk2EL)(~egC~ASa-Uej)?!gV| zEpCiBVr-ZoyC7j=U7>8HH>|xY6DZ($bj2nrz_j=7iF6ab9k^zS`c}n`IPU=xv9G|H zW0cr;HnipCSJc&(HO1nA?8c~~TBH@kD}u28A(AhdulHh4^5OSU(D1AOY)&<_Fu)(< zK2JQO?+K%Kj#w@Wd-$E4R%iB+~9jVedPi8VP~WSS5ea~wUyZ?hqVO8KTTkD zx<-{gVNMx4#F?PzP!1DNcHSmpYszLF`g21U!y4+Fo9knp4KXt?U1&Y$=qyHdNu1C5 zk=ru{fxEBV7%SS1PS-a&0ws9n3)_X`>~sDN+o1?1pi+B}`%3VZY^){E>S6nd2SPoOk9DxTUHR4Qe|YkeuS$V7A;jUVzi<8qAmx@e8+_!i7h_>j-7) z8mj8@UADR#gW^IR4pi8J7p>l;B+H6si-nScc5tF@3tmIp>ISkNed$b)Hupyz_6iCMF zZ58ta`QRXnS9WLn712BJqK~E}S?vu@GAu#PUSR_hF={nj%Z~>(UXObix+SaRjBZYO z^N(|NqN3Ts&39@CtZ%}i6-z_3C3kPpH3RN>&1lR~&rmu@spnxeW6Jn`+cw3L!o_w{ z*<&UzoD3kP0mz)a2w9p!5JsTyBsI`$-IdBY91q>2c|JN<)g!PAqT+mhDj64mx@D_{ z_JW2{7=D>H)i!gP7egp1E&SrU%aoZ%iU3`Cy5#bdDt-m!878qSL-*MGgsjaf%I2C2 z zVAG1c1wx&pq_&qSULg>mz(D-xAzk!u2|DN3@vLOl^TX52QHkM_HDSjc{CYWzjPTHy zsDNb;{ID5>T{Owv_3`)(o=554MPE+B>)MINKdHyPG5^ZDBUE>~w|t+lHF(e5Xnnn- zXRfKnnyG5Eb{Eh)nc8|W(Gy$Z&%xL1iq28{O-OtuzKZuug2hdBBEKH~P<<#R)>mBa z>no=BcD?!QPZngGWYmZ0*VWHm+t8F8s2b@S*gA_BnqD$UTdhk$ZgX2@- zR@Iw{(YEjzsjA@`>D?26Dizq6vgOB; z=U|&wXmYLl9#S!_OB8Kr`k79sE2<%@UHJoeah5&88w0_(C|}4YCYEsyf~F%jh_9R0 zQcT&IR^}KX09BBxH`YiOTFsa|mu7;HtM(INu?vvY@QfHBT^&mn+T5wLsOmzx*MYQx zUau-xIuS12^8|Rt1A8N-rWnb4W2pu|JzlW8WGZlrR}O6%{BNb7J2)VDT< zDdjbi>f(VnL1EwGF2=ZTE+-iJtK7qzW*h0=?oGlMhZiZJgWjeG6~`qY3mw3!Xqw=>9xZJB6%;ra1?I9bhp6vN%93{D+aP8-5AG<4r?Xxo$m@Y!fY8 z?Ltf^Zmy}i``=hZM3VA_3*ujovYP<~OP*>*NNqKBBY(g3jjiUXKyKDnu^%Os?M$lOb4XP&8vaf>SHPiPIP@b4QyZLA#Zkj%x|3HNR1v@>QA5VwHJZsEmjpAAH6zfkkmRjyvTg_p&?VpaX zkb|QAKv3i{=CreGrQ+_ozEqwz^#auPRMVK4GPS9H2JLXSN*(06Gn}m;cyU>g@u+J8 z6C(a>7@Bp{&1-T|APfYKuUrY(-cAm1xB9R3oVcz^)3r8X{=z14HdMvY^8eH|4zATk zar)Nvq*;(ReA?qG&^Qt%f_QL+asa2D^>7`u*zg7(2lvQ#-(Yy}LE=~00#d&VgrSVB zTwtq&J{cT0KsO4P0w!=x$R!;y;kBgvwAL2mZ5KGSoMKF@2aP)qx#n%#K%Gp!R?A}?IcHQlcVgSU&_<^$WZ5zrr>fo|1#z!UG=ANDUzq;?{AAjvEvSTMW& zSb6Ht%FicV_M1!-ccqiNMIEitjPAdt0o8pG3XL5 z3&s~TO2G1Uj)FDFHhjU{!mO0#^+uj>v}&$ij}A3jemny}^jWlmB~y6Tlao6bf4l0Y zl)31s%2euY{AgE=UEDfH+p)kdwTHEJ#VN(x6^mu^JJo9&y<3d$3z9+8gNI7hNdMjf zwS9O$PY{kqr({_Sr?lhwuRTzK9f{6-7#qLy9<`y^dH3STn%f=`zB@2fWj^#SufIJ! zB!E2kSk6Kt;i2Y{V4zfk-Z`xJuEblN4N2YUPKBFQ-S-BgufVo&&NsZ$L4}@&06#o^ zGugl;3$$c;dh&&u~eVxvC)R${{2N9|{Z?!sng zcWB?e13^vdb}A4Ba&}q@JR7KyrlO-whr82j=*ab=55Mondh`)ratnEzq8+&ypU9x% z55~#TGZh8%Ec|}JrmWeU%xy{DjtYrdJ0lJR#i0=!;&4FPx#FWegO9$Cy#(uZn{mMoxx%(_JtxO5p- zY<%N-a+RZ-qWNI=H5V5b1Iyy0q06R)H?6f4FvA1v-_mHJLOGM{UP!>K(z3ty_6r@xH6k%wPR6yXSL|U35m6ArfK}C=flx~o2 zB!&)ykfEfTL277(5e66r-t$85d*A!n`+a{8?)}$qE!ScRE}Xi~>pYL|aeR(GX*5+k zB^kSC2c9#o&g&_W&Ua}(om~|Qho64Ohl}h{UnN2iUmF$5E^)d1vu@1Or8w)Z{dIql zE8AU?cf%{1wYr#h+~sD%zNWu>K0bs!eVrNIg5D5H@~VGoZoX%KIl+!Q&~wlJe11K; z`A2OhdH2^k?VJjj`DpWW|0yb#3`CL^dNsETfR?WJc@h_G)?yVvEHzegzoh(CnO;dk zRh1h9JG=E($*gV+4HZmuZSc_ z^Hc!0yS6QJD&P4;W9m3b&<2KIzWhd0uJX@4#5P z%UP$)tafHV5w=2Iwizu2wBO!!zp=Aw81q|mo~i~Pz4mW&m=%40l~H4@Hee1{aU`wB zuYKJJ@bKd7x=O!N*<{Iem0Jt$KcL~_EyWkOg&k8-awxgE%094DA(gJaj=rasQj^+t zGtNClRyy4aw+aDY*T%FfB(FwaIegfk1wg&SgbrNoA3F({#$y}C7n#-0I)xOk+*!i; zvo781#yB-NaJ}Z%vNtkCvsT z?~rNTKnR;F&9LXAsJXK@&T7Tlj5IT)c*_I{+)GC$=eg{pCmCID#paaxUZDY>MMeWT^?U0C5Tasr3u zFzLdH@(@)Z>^G~Cxp$_yKo6%FKKclFjmmoY$E#er6aYT=_dHmi0*e7gup8h*4h+Ap z9^x@qLhb^iOvJ!Q>It7MKHYChYv-#2^FYjGVMSFv93dPx|50@HnZYl#FFgQ z-hmq?S$s{g^{zs_Zx-$!HSNw>-gOCvpu2}w4<(Wq1l(#p-q!6H1J}{|$aP?p1!!qD zPo@>=ckd1`RiY=OFbVJ?=?ZXMM~xI`nwE=*y|PqOq}&tLQ$ z(MaE;65Fe#t6E=|pF+7!JqCtYGBOH#%|Iz1VeV|hunniFd>D_gg%UQm>=}uz>@>3m zrcSj4>~!x@LFu*s&KV}^fs#|<&E|Ulzy&_~kq}k}&g?~_Y5_Vok?%qV5&-FJzc(6^ zu_+gl(Ng3MP|E;{<@}8#m!wc8J(Tqnv)HwjJLxyH@bMeD8&^qe4QbK>E36~m@Oe;E zK&WG2^#Gwm@MI;%1DBJ5aA(xD+p~=wHvyrVhv34ycF%fd;~gVrUFQ8mzqcWH+=T^~ z&nqTzK^DKOMWq&Qjuld@r&P^_f6=lKR(qN#b^P>lAohG`X$K#(bA8bPyLM(Wb1LG( zHq|{$tf5Oir~KVUrc@#$59+}e8CXG%Q#{VqMcudphkKF(Vc~ouTb2f-Hk~{!dgZD8 zC`Acy9dZNnl2gWZ34e2r_uSH=OLKBZlpN65(q@IDRh&W)%W}XZVI;UuVtDrVovA?u zU4bcfc|f(LS(}7~6&D|$y3%N%Z#c5%81eWZ_g#6$xIr#85zCpLtWm_{A0byHThSHR zSAIh1$qWC>Mqo)!Fx;EUVL+ZR7kW>(Z_0WK1cg@XpR&wzXIUrVj~~^)XVl2HSfLn7 zEDjGk^obxvCY*Jd!*}%wt%eP-hpaCZ8BdPipXA`EW3@h8zi;xByiL^bL@pDE1`vlS zpnQ%F`7-*dz55ME^A-?^nxf)+t;-f&*7>Z0}aGV7ILOwqGE^^LZ1c0ryW%{Ta?c z2!79%4MMF<<9SgG#N2`w9((ReRTxr~iLh~X(fb{Ry3WGMl)U9NmLUQdZ4{y2D2|=P zNMPA5UW$+JDAp&=1iCU0E3c60q~y)t#J$*AAYalONxaSY@Um^Ip-n@v99Rdc=u%8339e>W}dKM15@H5vv~5J(CA5 zdi&2duszwkxR9w{%`jl5-?z%G?Mdri-d(!|O#Z+1f&z2-aDrj^u#OQv=~{TTMvzu1 zd$-#7T=lCMMEiX0Y{klP+5_UfEzvZ#<6RvP9K9gHaRHbOJ&r7{axHgcoUM>lTTCsx zL7epMxkCPwZY%fzd~vIxgjOF25rOj3Ew%+_%X_VRAD?B?-_jX>14>!+dy*2*I!bQ)iIz)^`HVhZ zP~9nHtfiTf>l$!D65V#?umubWfQtD=l9)U4&uEFiSQG#BFYb5FHLfR=5fU2=OBdeG zo*~lm1!0mIA9R6wiEneLzZ<+}%Q0%C%)%Ah z6-X@i8NbP(N(oS!GMgwl3E?j(E|_g>@(t#Zw5HR`Z^PGhpQ^7l2a@Uk5uV<&>QD6WT~SJMsZbOt?qAtoD{zCbfa9S&Vm+EjFqXwG++*>^3V ze;@J+V$bNFI`kzgn388y=<&RA6KvGV<5aMVA1Zi7aCVNFF%>3S4q+bObb{_`X;>^L zk-FDB{k6cDdB#bL>0JSkYbH|dj@Aqf*kvGoI&$#$?On&#m?DXCMje@M-2Z%Tn{Mx7 z>)Bgtfu4pTv7`p%%vSF=6P~$!l!Ga zb$8)NCYuZULZ1gOcX-_!a9qD~P{y;r1|hp6!%eBA(6|1PUOr6voP}Q;u2vvoE_8e5 zOz}CChbvRzCHr@0G&d_G!yM|ZzH|lA#mONr_Edg6deFW>W8%UucW&f>^1;X+ryujc zuXsUg$tHW!Zj|wU?tK?*@7mYz6u8y=1H(sz*QE~O&&ewTdG~_hBl{gI$uq&Ea^kfN z6l4ZMinE$g>+@PW12UH?0rq>UgN?OdN|xrtpwn~66uN%>Gh@ktu6NXbmKJ(?14Z@3 zhkjcrQ!ErKMes?{z1SigP1RflA$eHi$>AN`G8@5uZ2eRomNg9Q*Fq@H{VeYg>8y@f z$Cv5HxdP!{Tr~XbyrA>LONz5z`6;<9y@Dj>E2XPL{Tl;=^96x>U4cUW_7inuA5+>w z)L#~*1YLbQH`ZA+_LM%(dIX}kEuA{=$MGL>!{PRR#VOPj>yyP5^&wt0Danhf)#kF= z$@z6-u5EmYZ9BC~q5{TB-!2`*ed2yD8b=PN9XXyxmee!1$ngyyKwHuQe%xNSXtITi>1}mX zba`0o&Agf^!sGv1mQ?*;N)p7FFc$e+LzPzUA^dMLaTRAsK+_2C2=7L7~%E2H`mxyVY1{*%_X-;nZ}1 zivy_ZMuRR4R^~N=*RsuAwU1|A*oQPiwOGuI1<>ruOUo*$$ge9TPHAbeR$tSasjPr< z*Ih*Py586g1R|sc{MOsEZ7T5G+)JLzsV%a7hzET)ul;1vsp%*)3!HCdW-^L;ClAH0 z4WB&zH_GD@11mtRkEQeHBb@A!R^1u1WW%#?tz`|&O6Dg`OP$&!7%MAt)R+%{KBZnF zU%w_-Nx#Gp_!_2x5z>oBbg&Ke4KwuDpy$C!#W&cdz`y>uIQ=}xUJofQY7_6DR&&W8 z+S%_ANAry%?DndnJGPkucd#t!NrGLnC_h1 zoS28e)O`s{>Pf0m7WcrC$?aeyT=UU=F6+8Zlbs_42w`tww*vnT!C0Bv)hoSjdiL>X zlYtHaPT|;pklP%CR7sp0!^l?|njU`|Wo|3Ew4#{7{#VJ5_FZ5d74%w{t#PzD8UyHZ z_64;S&j6tAN^KU!BqH#93n+lN!S=}ieCl7=Z;0A1n)4^M-2mL#Ax4z`v?P0n)}x0g zA!S_^w)&>A#v3bGF8eQOt&?k9aWdB7?#%LKUqn^u}c|kQKpi)x2 zcveg-SSms%RsH)&miThQDFRQnm1>i(FKE0YOATAxZU@xonpxSQtU1X1K&bnhd_f@g zf#NKsKf_~z(p|5MeQR`23oC<{|EzFw*uDLC#QLG`O6w_0y_z^03)HJq5jv#q&(%iJ zncQtzyf=FqqPc92^4B-Kue1J^)C|h{KoM2zFPaGAUIL(r0GLYXxKn;-*8LROulTBs z*m};Htk#PhwretBnn^+JU11ym^#?>Y@`0;O_Tf@eGb4?3@9zB!W7jlC+P3bk2b6u_ zKkfcmkz7Tu&k$8*wlIum0@)ZM#H_yBw@90jtowM6j3p)v>PgY+EpKGuO!;d^{S_*srQzrY znFQ99*A#&r<98mFX^6=2q?lgJ?3Ms)jupqWM;q{?hC5Y#6bd0exCusa70RaoJvYY# zqJd9IDCZF~0-ALiqj0M2(gd$3#msx%Cn0lbIAod~i`go#zSVR}(%@gzw>!QZRfpze zyd^hk9k>Q!eBeZB6HrtL)Y6abn;LVn4)M4bdZ-A(DSrfLp z+>QKiFB=`x;ctomQcx@gLkJVcf&14SJwUtto}O~0^1PVp-#fKpq}8+y^&aTrf!=c} zf0$ngTuKnpwMvf%lB6nk0b}ZUM-uKS!rGNvF8H+eU#3&VkVywdm14Ru{DtQ&B73!E ztXpdufYx+iEZBm@0!q+7v7QgQxBdr&`Z>#UmT!Qx&?~f#AlEU}r`1|ag+=HRjkes@ z1U}7O9U~A11)#%y_hZm|XAR>b&QwNITvaM7fRg@&L5p7k9Dd#uZwha95*-0ZT#jSE z*Y48zB}6x`Vm$5LEf|lW#dWMn8Sv_By7i{*xXB?~&`AmhtoFHf@iWiF>@2m-K`V^lGNTOb_%LelfK4^j{K$f0niS@--HB!6^*?iP34Qw6!{4DZfr~ir+Z`An`#}i@HOo6$hKp+;6vVj7 zrMe+=a4rA(->c1lU!XNDcz`qOsWJ^~HLZx0XK`jClhbT*66Fz5fO0#uA+z{PVDW5i z*&uK&Lg)Lz!lH+EucW+R$u4-brYYwTAdwe6<$u2E=c{KQqKpjR!c@2sko`H?> zZwR8g;fM=?oIn{r9kP4vk`DVwGYR%yt1jVgJfu{N%K|EJM&0q4-n|qceKM`3o;Lv9 zKPRT35bl48zY!x1Ku@O2>M&J2Q=ppVRQ1&+X*@ooW)+Srfw3}_>Ka7i_#6tV|3G(o zWDO^IiX0;4y_z@1&kneKb;PCrTAh>_mYjzxd4E_lu zIb%~ALqDfIP{RYqP#a1+5qvQB^{pu6TC)=m@%+b&%2^(hd%YD>;&?g5R<-+|8d zyJ7YCnyx^2p32(5zHHRClJEG;u;e<68m?A)t!}2obYGhhyKCujjDh!GV%!l~q<`RIrW?Nj#&;T9i ztvIDB{6_lZ;$_nzIlenjXQw+9^5=*@ObkoEQxAQ%Wrud+s%RMcG`E3?7zFIRe@Wr zi?E*8>)bf8xkd=(VOl@xdG|Fnoy$l(~n?xyX zT9+u#&>>yN5x_a0FB-mPa9;HY7PJQ5JOvU{@2iWJ*fTIp55mt{aM0Dgpo_d@O&=wu z;WDH7M|i^Y{EhQ;$eMoyRi`U)|FN$?3M!!=K8+o zU#ESgO%)Y2sWq-hp0z<|&bTc^-=^DpMEgz&?w+J3aY|vMCZ?{gZ1e3v&9A~|;*>Aj z6_2<9u$?TMU;OjWp0pfuv-I1ng;^JNWV7n}>#D@g_52$mJtMLe$(+VLV47c>sw}2#wRrPzg1M|YQ54fFOkO>!f&hPj-6JI?)aKYw*vo;8X2IL1EDMNh2x?!XCP z8)9M&6K0rjuPLY#LE5Q8-||7SI6dY?Sl$if)vM+(u}sU;s?(D)zhvA~**x14m@7P3 z{&Ee}$~qm?qETn8u0*Jmd5piz!#_ot+5_(U z&b(ghTtn|&O+-#Oul3NZD}e*SYZ7vDNxJ^nH**~bR|$Y(0|$MP)w65STkrgRn_xx* z4F((i!x`;buc%Qwf%!jb#Xyr0kvIQ}rZh;ePP(%H&6y48!UM|>QGz); z+l_;swW^zc6+9n{thkK?rCg9h=qgBQ`vqo9eu9wBegh%FoB$awA_<=hE?&HGsVq=^kmnmIe9{$_nv;}9N1XlFgE?PWtow5^M(i!W)umb^p>6sT z8t-)dIF_M@{7@aby5X!0mu;DE^RET*04U)JYw`e6VT6xLb07?qDGJ>mpPX3E&f?l>rU8wgts1`MNhEj9= zN}ivslQ$3z_lt|j{mroR<)ix?E|RHd_(!zQXy_huu1gh${ko$ zmnJnixyG_Vy!PXV{r9krz?77(I_7aI!V1m)Ri1lBT?_pqMq!+%BV)egM{a#blG_Sb z5*(_9jh6!WbEP$7#Gho7_elgtM2U#83}Fykeu)G#MQU`6F=JOR*y?8{b12Rwc=_)A zWUe;YQ~3^gp1(4g(F4$K&>T%*$Ovw zFpZ_+%);s{YUugf1oiK^z*s4`=fj!6xEVCEQQ3hi!Q{1&tLwX(iBhQ*BzTzQAK{h4 zm?lu*eB|Y=|Dt>gEQ3+s@l_d zR%4Wy@+-csoU>c`+=Yv*^_Y1LBnEStk`lH%*$e8v*IO9aD)_;Apv;J5b5HZX=EYt$ zeqjM1*k{ugH@rNc)7gsM(LWeK(>%wy!v-YI`*CudE7~B^GD8R%JB4kthX$~5b*aKm zXpEbF$ z*7VVEd62?>@Gc6)C7D|Q9$Gnr)~>fRgpioc?9P6A9Bd|ae`nrp49a_3fT7(e`pRn! z&wRA#Ja3rmIPc6EiLR@>)9y=9?zil*D(v6vL>Km=3#61hK|LSe@Je6wNy}ukd)2ABS1>g zn?1aL-15uYAkk+ttUQDFPCm)wFqz;25BPSrMP`LUj382RiC#R8#76xjwHFge*#ND{ z^t+#kQF+?eJaIox$_a7!$12)I57URAKOZP}7mh%TJuu9^eEIUA<;R9Yc8s0z_@?FX zr{tu&I*exP2sa?~fne|tm&ZWhbu3v`%LN$6s*x{`wCa9%Qnikr)BwT3kHag{-Z`ET z^HuEd&NzLqy)ETNB!QjjHr-kKO@|hcX%=Z$$WYV{5E8zUi9sjg+6o8XiXWfE?>}N9 zEs%M$N}$T98zoAo#W~b@@}QaQ;1&MgH^Kc zZfb<#iyXaSN`sUVmVJv`S-HS$$->xewsPAyqRuM0jbX7&e^W=XP~Pup$_*=A4JaFs`H zkQ`nS^dnV_tTBN()Wt#tAb_k*r))KLJwT?Y?#|VztPd4w^SwJYVIFjv-zBgHQ z`hLo~YnboF7!cBs%IuBq$DVUcbde!gK&_JNKVPoaEo=W!5^gT^%`}8 zOcT7sWLVZyn4Q@P);jeAh?eAnW8$Rh)9=Y8B*k!Cj_Pnc{?yD?6;eK*2gI|0)rVVK zw5>jW3$b(#YeVx~Ib3xtifL7W?!I(NH1)jheq)g>_BBoclvxKc!5V&}UfEYxxNlU6n!X*xMSSC@T3v{HBUIipm$2Vr2CGe;zQRk)=TDq!)nvwx+@5@ z0kCLcYs>?SNws`r&rzvoU2a@d$}*IJ{rv;<;Z7I$n5X`Kl?z`q1Op?mA#V^}CNJ&G zc;0zo!BZeCfS2}dJy#k4|2x!&iI|7PfWbMv^t+~I_Gn;j=hs6RX^m0ODt!a~)gn(e zn}p*A?>0ExcJ)C`hwZu?KNwGdA$vBSFHAZ$*^Y&T*<;M`MT9y`3vKbRITyS%sv(S* z35}k2O2?~W60uxHuQKLFf7G+9q&w>{MOYB6d+%Eu`2gv|zmr;eu5qPS!@)YI=2hez zjJaaeqpNzI&3yU1m}5lC`RJP~a5YDnfKhp5+3T_k6%%i#C~6r9r$}*^qLn@*6gBZT z$H@*A!5V;7-80GL1D|Wr#5yGJJy4{1NfVW11|AXk^Aju)2Ek6819ws`q>_Jh23>BE z@{1_^B?2!G+$Gn#0XzKzTvTznKlul`Y55<1S4n;pl#mLe}r#2{`I#xU1&(?{(QT_O3)&hX8DKHlWbxW(cFcE)$=q!?t-pEsB9{%S80hPp zT_1e<&Go)rsb^Rjf^o)I+eb1Bs6J;n?^m3*8`Fz>41)rJldPgJJ|VqxwtI=LIm0on zo@__XNPre)#@f0e$vd;F>7Q{UHrat!Sb{X-nKPT zb03kYw?yCB!d{*xJC!8xJKmie!xBSR$?3loJp;v9%HLe;MnK4@rFT;lD!H$F!{{@J zXbHDnkY)5}5NvPI#8WT74cx=SQc`7a@Hg)W^QM_x?qtuZY}XtitFbJdSYjZ~+Y5|9 zsl#S?I^NBf^zJ8KN@*j5cyTSAA#)5%p3GqZciyF5I1>D?B9^*j%z1_K7>b+!kgyK= z82>}}4q^LGYCb-loAIf%wKQ-lZ=FYZc2x1l4DVehGzJxSkFnaIqAKmV7>F+L3?cC1 z{+uFHV!rNF^$fWc!6-J(?*YZL^gYwgtv#M33S6^5i=v=U0CiFKJT3FKB;dwfEM^|# zdo>p*d9v0MC%Q72j)BH*u^%D2Kcv!*W0x|q&Hb%+oZh@Lwf_lW?*Haws#t)vIY_RNZTk<%T%XgKT_nMk+jBL9?W{>8p3N!bH zF*#WD17I|724!Y~0~}$eE`oL#(h@n6Z=^wbW6|&di}9#iq<{-ml_O;WD7RJ z|AK6j4tEh~zYaCHeb}Sl(k;Z(z4Qs|FLRWB@F4kr+FthG62-UyIfkjwe}L+sZvZ$f zsR9%0^~~}RrUtsXIR$TvGgFGC1ComJ{0GLnhi6^2pWbr`wzfosBl6d^N6~!Uv4kFz zJkCG!b{hl)1|6~yh^n250ipj(+)mmhr$-aFaFJ0qPD>M^^)qP4-S;?Wz|3qhje#9_ zUb?k25u3sCj4g4oS|)K%ED;9n)k){f5e^$lp;3_$GNw5_!)r4!2KhW(<~rdC;Hy8+ zD#i!CxD;Ak_dmKB&xq9Jl*;ZUKeLnDrM??#PF|xV4{0%;>zn5mYCNuz>PE_1)@w=& zyVXRnc@}#_cZ{6NLy(wTp2aT}MSg2$cddJSN|(=Htv*^RceS{m>QdfW*A<48;$=)0 zZu3*J!RA=4ZJW8U2cnlBWwGEfk~Z!Jn~e@b^xHk*_>0O0kJ0%)zzLaY`1dzdRYo-B zpfq1`j*7JXlh+L!grxmS%E~i^`?8b;li|^ zz`iug!@hq{+z#YOZz~7CB*s3}^khU)+TP345RO{DewPa1nX}jLFJcwly*NKgOWui@ zSXxw?uALZ8Q~-j;2E9~6H@a?z*Bi7%mG1BX4*yK~)$_~)>8)19zO|+|S8X zgoQfx+MreH*_OXsm&gb31b$g;a&GZoY*3i613z-c1A8p!N$BEtwP^{Ng6a@*_d`W| zC}3#)y_dndK^!%ygZ<}d61vMyfRQ&3dOB^?mwA*!Efup}~wz&~2J_H>- z>rHui1QTHbCfBGTB+gdg81Yf@7_D%GkTtq4YhN6GzTkciA#)0gQ;~=VH3&t37&#!Q zS_@o*aNhu&9}Ga+CdA+roJ!{ioSbj#{KxOjty~N|dC1o%O(KSnldrENdwPe~#fybw zM?pJiNf=Zduf&gbJtZ`+Y&?Gzne`v&F69bem(_E8MRBNWMNirou5c%#2UDYke9nFkLZm7gRI{0};#l6Hn) zg&Mp7aTwrzS792D|%p^LB$t7WTRMr=y93bnRP$qlU2p0;?t$^9Rj5R<0uk zK*!xrAIKrW%V9T>-JQ`AM&&Tc^y_xV6nTpPJmt-Xr(xfy`f3k*K;~7u6b!EUVG0ZL zKr%oJYd(CWf!ePepb?pu_dX?DF3{pz_ufwDeLQ$jk&ahvgQl>;d_HOxQZ{|M^w6?% zc-8QOctCMQWsm6$sT8+!!<9(7E?9Fs(8$495h`wM1P9-=AvM;@Yp-sVIFmtV0y}p~ zBLcT3R1ELX%gaWj)qoFTp|p*F$|VXVUM!4Ua8W4A5WWJ$dgMm5R3HWL7tEGlY6hE) zl~U^3`gk=9d58bt;rbPua>*y}j`Q{6t$b_Vu(K}-$C7PeMP4vq{EC;Qn(2`1)#!(y zZY_UL#`ijL1rS0Q={tjvYk@#weQ44Rmczhr8`zlek}r6;{|Py-_d*J4!ISP)duAbe zEW6J^5NvDt^S3A~h#0F`X8#j~v1+OiA6jn()irN!qAn#A8hvq#NO0A?*B(vjffBP#X+z1u#+&tfAFnX3 zbV}2jcy&Y?@RVz!f0VLPt6N^xE7xjH%ERZ!YH#Ti0 zp(Yc_g2qLw#NJG+^64*Hw*z~+z65O84V_Qnf8TwpWp`_lkKSMj5dX?ZzzX%Sa>Kmc zdKQTq*yW9w3{72KC0j-7I)-_e=$#?AuQyWybF|J@m8sRI#Fq=_LpD8-X4ak8?8>z| zT72C-#9qnq;{v#uD!Bdg>o5LFYW@fMN016GX03-|dpd?&z=1#EcDtvA$l~<{S7z^i zDy|uPR&0`NYRc;(r*D)gEO)~|jjg4Zd>Ez76P*NE=E4V&V@8wCXEDYX>YY+fuA=Lf zkSt)tmNxFRbg^LXIBX_?Y}X}5+LoN67yFjA8I*ctuMCvUnGFeST9pIbw)y44)x2d$ zihPs@*@mvvUg5h9ptuqaU_X;eUJ2d_Xpi+4bSD1%#@|}F|NIvp1YB)&CE~9q48EtA z8@H47yJTbY@au-_DKHIUlX$UZhaI^J3E(P(#|_B9Z|Bg61b)H5;+IQBE%^{D5KJXO zG2g>AW35m2nych%d+=Uxn`@}74r) zpnamw+-LR%mcm81KlbdnNLfr$hj)?7y#ave z@`i;k0$ur36Buh9*7FpflILt5x^!m2nJxhw>@xt0-ef!dZ0YXh^NRx|1yUL7Bg&vF zSASyd%Iq)MMiZeL^tdPReEvY4{^!wT*(PQrS!sL5o&tdxPWc+C6`|-S*Lv*)mh>D# z6MExQby0+4hRf{fmz!TfWT##?JGUi<5!M#^+ zV#r|;_vOvy)m~RHEZxT69Zo8flOL95+l_oJ8d_yuc>b5AR3z!_kx#$j>a1r7 z1PcggCq@Q-r>j=dcZ{FZ_(Kx@R1!WwQTBneBOpvP5ZCsU1(zi5qENi^sweBI&V;l6 zy-Y%Dj28Oq5BMfF6llj;)?OLm#glj#f7<%BVEOTM^%u zUw+p&3U?D=L^Rm>^SEe3)uR1g`Dk(+XcwhcKynwRmHg^$_}vNN?Llq(8yp;pBh-GP z%fzNTZKl0H!pEdkTojg2ZWg7`$+-4L&T;0eQm`w9ph_Mlx1zotXsCWizh#3_DFC!C zi+@%pTtg2l+^GbPr6e;;|^P=;| zl~`f~dxgrSs~w65coaVy*XP4;X(s1dMM)Xzqaf_{09Cvkx>u&E)D7kPf{sM#Qmszc2SWmUTP6zs-(%f zApF+2;q}Vu%ZlFlUYueE$=${{Z0)K$%9BJ*~ACpHheQ32{eF zhSKk^ru4=;FSs;Q;WgYcIYx`@(}Daw zU9n&T3)jKqQROWI=j^&6s&9ioByr9M_r4|ZzaU?a6la?STosov?N5FTe0%%)X45TK zteyQ^0;l5bG6MTo=`B|8pIyP&7ZMl7NPjVCq_rr|kZtQifJy{XI zm$4puLv!JF-!Dp*h9+^nykX*$UT#r;#%q`SoT~fC!~i4{qi0hwjEX|Rn7F=d*z;0Z z8QjY;3H`ua^an!2e0*S_UuZoRYx8k!`l^h%Cci`UZy8ogO?M9_`K<`|0CL$p(=?HDxV&2^YAFPx$OXB2QXsymwS|QwW&D^tTW zml7pWIQMro-v=x|AHnbYmpl=E$C zTXPhl;N99pi+#simvupx`OhAu_yy({iR`15L5}%Fsfqob6@LhI`gmnu5xOLTDpXf$ zmxC+a$4`97E_E1~{e}lEtuvQYxVd>-sB>(nFwO(9UP|}TOXNw-EIVDVTIbN6+{*P1 zY%>D0E$+K6drLzw{#BEL2xZ=OJ+t5~cZ$M6ag>04XxsjiP9CH|fB|2~e6!wZYkZ0w ztB+pE_~PcUe$`wT%yAibT??8|YWHh=js;?`Ao=ls1Vf*uv@te`I#{@1?G6P6yWDut z1@R9k*aOmkf`UEhQdlY=vFTcUMa`N%Dc53w_E|_yWvKv@=<+c<-3lcyrr|pZCl_aP z3^0|Mt0Ms5r-dkBeCq5uHiZ;m8;llPOC-J}R7v#uMGj8M6qpi@pC&*ug{01NZKH*# zBKK&YpAzC4wBi)m?t>9f6?bx3pWVM2`+$s03%wp0@j61GIjLmYqoD>po#s_vyPU$w zoa(a6fsa=*u&$pK#5wrmyA*wcId41ugB(V;if`6fl3^&TLCF?b$|CUn&XB=vk=G=ovPE^^IAE z&`hsiy=RiNxcj1|*6Z5~QNZuk|AH$4(RQU61!JF7oP!&VYX?~FTd4;W))ZtRCuT5t zo&oN}btr9iMc{8`5-yT7(lz>RJ?(T@8^>sZsg+Z9lp}Nlqns>Xb&M(5gQm~@MmJNR zM#U!pjEpO$NXNsy0cm0GlVn_$vj-DvJ*|iUn{%3Cu&y?u?`tsF__Ez+cjd}GcNyQwfOvafCqu86p zaZAY}sC^3})d!4?=$=Jfe7usN?LfbC3t;!)dN%Q&T~S1odb^d*aC{9TmJh=T0#4tX zH!-=xWIUb}IhU2VCI07?4nX+wh`GVQ^-m(3?;$YBlo zZ29^@q_P0)6QMxmIeXus6CEu>*|YN`=PMJuwDvD!V(hE5p|=K`!;p3f7tijfMa{jm~P;t$TMhH)D$z3-zNmDuw)o>mbC%X67~2gb1HEm6JZTJE9kCJ~r#aK}h(1|>qM7Dzgi~bd7Bbg1Hlf2k{`8Vt z9P2`Y7}sRezEk)caDd8?+D7a|T;R7G8GT=zhLO;^O{(|kYt6kqJ09JawC1}BtkpZ% zt4hwV)k4o+^E6m?YuM@Izu(caYv_-Yw#<2n0lD^2-lO>b58XZ@qUp=0Je zENXp2-hUb#Wbw=(k5?iob@o6MNKhG#xvUm`7T)(mJU09Rfm^p>W;FH+vH#ptiqa0r z;778QDC{kz&{_+b;$U^4rz_Lo?X8ci>N2h_0{G$w#& znW=i>Ei9)(^vh)@82{6E8^h|ib&Ti+MsAT(fXPrr_{9Ex(&lGpmykjTM_B5zUL6YE z4|u4JkOjqHAIt5Lfpfo4Q~QX_VV7r&z6D^6!#p~K$3`ARsGoy>LihZ5KjyFM0@_y| zH&Fyfq*I>S@S+h4^CdAhn5V@kdm`S9LmA75<4V}IgfX*}xV)9biOw2lR3Q*H!Vzro z^_kCe9A_&zk3OP3v}Kg(E3SZ%P7Fg0UOXcAwM$T-N$Rd5nXolK@Zj7;fr%Z|zPI8* zAGq@hExmTDYOKk&5O_?hP{o}Cj4dZ_`4{`*mJ14ZaIzpX=T+A9dEL%uf-@Tv@xkL* z^XCtqIJ*Qr{WpA_LXIo?-kO_(I)*83rJF#z=p20o#mFuMfjiCNj9fB#VNS7vY|`4_ z*{cJn>3t5;cn$2xhAgo{P!ZTd)jGJR#7}BT*!{6~)$rzuIjkzP!6lt7QK~1STKMyI z@ZnpIGTf|?Kyyf5tJUy`a~294PU3(v#26l`j;h|YkKVx3*}o&J+aioLnR97Xk<=bHNLrLYibxFXLf ze9IvmI4DC{mR-04YcCBt!x3Xtaf1h-(G$X}CiCuH;VyX#q5>?KQbi(rlA`7P3_wv80gr03MM{{;Pj|id-i@BX* zaetJ1=rK%O77tl=*_`WJW}&IE3#g+PSp#OFvprj#CCZ^c?d03IEdSvs3!(%XcOfJ7 zp`-*)8|wFTyJ+)!DuB}NHVCqsAqrrCXN-E4_w6WinA7q~G0*ByGxdDkla$SqQSy8E znUn~C41a8X>CidU1GDDk#c&HA(+5EzZkpQRP9bmCOGJB$0*|c?SIXKyqT>QSxf;H= zpxd~&oIT7qb0}r$$N9@Zk_IFnWHOC;!U*78y7TCqd#BtP2u3I`_UmlN!}4Z^xS1|+ zQ7QG-0smaw>!gpJOXsJ~2jtgN7jJbAYM5@lX02GDzMW-%dcP+1-CDWt^=zgNg|E0o zk(v7U{beVu7bSY@{%}08K9nWDRuxWUe(Bi(c=7ObPnkSrw^tsDb@NzQ#L9%1^ubuY zEAWl}09lEw2Ct%MBbig903X4aatrj~Yo$b2fX)6hW6LKe z+1K2zieGVcj3M;*qm7L)Nkv87>+eBnZ>$Q|e31)mH^#dr>R-iX$zT@&#IN1D`G8h+ zrU|G_hZ8R8`b|AP)rBZ7>%3z}LPHc<`aXVP zh}%PL!Y&>qC>boZES1Fj6JBOO{D*If6iSE<-iUnCN zxwoYC^{+KVKd_1ek#&*q=S84c`f%BCe+Qsh3+OWy+!50ae+9)=i;eX%+)*ro!n(*z z0QOFBQ7tA>9o|Q%I#xT*23F5&WH#mLR#j3vczaJgZ2TwBPI%rcTJZ$l+SVA zYy)#4&@pz>n*40Q9ePC+eg8Hk599I=IJadLo{z1P10HOYSH&K2jtz}<;JgNq6ylNY zR9&xQYTxX~zxK(~_6D@|Za%#j6;Iavcx5oihqmyCH5o@~%$6EMeyh^iBYzqABCN`6x8a=GEsLq&L6*3H7xt`CP zf_ng{q|_m`i?(2C(=!H;Ul{07SK8*;wUa;jQw4%1ApeC~xpdz!IsR+f$4!i{Fs zF`ay*e#7KnIAYy-bChe?j2ecIPk;unLt!q!$7#ye->5;br9on^pPqne?4#Zm@gL!9 zm09w4LAf3~R2g^k^|?FZnGfOkVuxV8So`6SDMm2FI%sy;Z%CeOPZdCcD{MiF01RMf zz6VKFW`0j9DSBVg0)nETFAKnA8imm+5HR#qll=cf@fMp{D}BA%Gf<~9J#Ys%cONbE zdAjGb7shf*&=GVo%xdkdBz1OQYxX?vv_Dq94w+mNKL}BYS_5(J>Td*f8#ob8S8ea< z^oaS^G+(|WE&UUuk-l3-0suYUYPxS_Thkx<3n8uK-(qRa0kem!wCx?(`1NiWgLBNa zv1mYQ)6J_HUqLPb`&dmQ^oe7k<}?Amalljf94wY#aj;GP2+7$npQtz5+ivsU_jHu* zRi;IR8-C&iM*XjjEM+e-*7WI-dRZ+~J2R22h&^+``ay-nFg+`&m|0IN;e&$Sn}-_l zUv4cG23ykPSOJ0|ohBXVEfooGq>X|pVXHT5djUa@DILC8GOtqccv2ib6ags|En1(v zI+{KOoR>Q|j|)E$36~&*+z%K>LmBH zGL|%~QYPri$IL`NwfbFdTu~b|5_cu7ej)jQukw2rjH%y#ck*Niw^AeNkOf9~OtufFV11%v z);%Et_Iww;P#;?E*Q}~rk%WeWHqf8dgg&%0n4`~b?MSlk&~`t^Ii3#W6c$M(w`3&U zI(PG34UVtsi?6_t`^c%P&)xSfcR=RTr5kYcAX^*e)TR@-N&N3m9d!L)Ku<+UKluE_ zj>++ERdVQ~&q0GAvRo3&2Pt(5oUbI{jXK$&{;fVgs>?q7tShQK*rP2?c@fz7XN8?o z)4>Th2Dlsmo&hAXldPHkfS~taTJqd2{A~PW;9K2We)K~GO=G9qMp|YDJBLJI{m1?d zH||iJpv%mD=eJbrIj8;Z)^lG00et-NZ>tJ0=vEYHbPb!);t*cgl zIJC*KP*?j5sLc~LBAt{zD$a0D1l~;Qt0p?XH4l+Cr&n!RiGb;THvLi394lE1({;DKxL~nQy+2icLh&k$L$>dN2+1u5S#jT%mn~wx&yS8x zNN<)HN~BaR$bL_&eo=h*lNm5<@tJo!qH*A^op(dehyZPt2>`>$}X0 zmxPaVRu@Ji?@aTX_v6`c6EwIYulFAOa)}%*dp-fN!~D1?Gj~*+a)$h(z2(AYiRt*- zb`p!s(d>wZqHCc0#1cbdyyKBCHIl5;u!C_JplYi^j3VD8BQAWpb zdUMAEL&e!!al_&o>qp;R%Odpd_1q%y;AUc+*Mp~fzNE=$&{PWlF~M==iXMok&SAEAf9J- z8G>2!W7ETy!BQXbK<<3xPgE=*{}ldWkpsRsUh*iK8$HN;%5v~h#=-h7cP4s*)z!-R z-IB6hSVU22qx0?w7R{x3h~w}Dpd{J-7Bkd0`@A`u4^Oejo@Hn&-q?-aATef3K4Y61 zXzubrK2@f+FdPCm;z{hWIe_CG>HWJr^*5TB0k#zN`li$YB*`U@S)ZZ2_rp+9cZ)J- z<#3XRN&RAF)*FG|c#L(V;NlB~P!VlpInPq@qr)WA+asu?bLFPKEG^;4Kj8Ay=ki$Z z4e0MKj0Kr89;N<(G8rgjwKj?H+;mxCh@74|d#nUyqT3SmL6zqM`a8KyWQ^|&F?}f% zPXke+Ok{}v-jBdRm-OS$cUca4wg{Qd%#szj8~65HrY{W;V=ZY;K-p=0h`$NylBo`y+a!J=%s_8WBH`{w8KLK?;1tf?``*ZuOSSs(w>fq3bv@y!RC=lH)Q zX){F%Vg-WH*}-vF?k~+&I8rFy6{YWrthBsz&(c_dbL!wTnRfj|CB0+bTsq~1TPcq? z+d!&jIthEaC-P$h?ncC_6FgX=B9QHe1n}<9cY}_{K;i9kRcuYW?-XFs<0CH?kJyI1 zO;nOE=~ojTmF%E~*{PlroIbxT(M$EppUM%k+Cc=BhD}e*F2a0vS)t!`2vPHf6+_1TGCC zPL^chnhFl8w~-Vut1V@tD8BAaY5!8-7)5Df#)SF;2k}XedZboxbOP(;ld$E32};ef zB#12uY!?9ZD53Wdx1>D)P6_?<-5?JidI~Jv?ezfwLS2aaHhYA4F$|boj#6Miq7DVL z$L$rD4_Evm% zl>mYCprn6oT~vh|Ht69wu#H-?p;DHJi=2IM=;lWS;!Ybq;CZ{Jfqe^-a7$gGcBw)! za{78sZIIt+e|W|OoU(q~@qO7veg+tGGHU?GSpO8aB9%>>$CprA{WOU`Dz1mH9wpvB zQ^Eu|cxI|Z;C*?FFVOb=3=;u=k0T@~QVGp^z8R1^(Z0!U3<-k*YWW93lmstM1W4mL)ZGte9GrCQ|e>gD`N#L!-V4mt>ws>|Sf5AbKnN!)m} zEIFyveD{O5r3Su$y%&Ccf>lFHPly<9XxIuE15Uh9v3hjovg7dC6p8`W35 z8borqe%|WAp?LaVZP*v+h){4Tb}GqyFOMmq8Mv%xU#V8-=#62Oo%)i}1}HeUDx|A! zAD^ANvn_de#HK{w5!>$X!M;)QCvoEk*lLGpfA}_&#X(;>e9Fqdv&Mhy_dV&(;59Gk{a#iSMdX5B5z&D{G1tp_BUJA_NzY1t(X`*@kvWTD5)> zn3x~xlo-{6H!}CRnr(N+@31SEmcpvf29w3k+oJ9bn%O3$`qTjYwvMgbNL@nQH>hL zRac?vAi2rNfE@~7o6v-|X$p6b5FQ6fy04$ox#upNq)qcLqMdMlys|hBou9oKDkjr> zJHfV`xyIPt6tH%i6$;F(uj#||X)CWy>s3h}tuv&52lvl$96K}LBqajk5LweIMm!o@ zY!_EJb)1|OHM|Qr(sACve`0XzJa5vJHx)6?Ua(EzMDtXxPpvH@@L~+kaGIe)#}h(f z$agu0k#teZL$lL4;Zg}_5ZC0g#XtI(V-F8AIR?sT-@fhhk=u(aCQr;ozja#(7zxvM z8Z^rScgP=gz&|&5T1SyJl;3YjZXxx0r8_QU_vL%ZR0)i(#JCV;Z2zjaMay(mzkCx9 zQc1ird0u9RhRwgUW1#Qeruyu1fP>|3f<)o+8|Kew;lr`Iy#^_pV#T}j4d@O&w$)UES z(A6RzY3$EVx+u~rd^MRFpCal0>OO3>lDxe}-72xiy{U(D3?70DT8Mo%8*E4AmAiF7 zjSXZhQi;F=AqJ0MCBl!20aRiqVdmcahDuCPZoToM@)T(VZ3Gr#;QAcClI}4C8yOLf zb&`OwQ~%vn{SeCTl5jh@%ISoy-zOGbzOJI zf`G)VDB(AsI?wY~zT0H1^q}_By|G!ob`&>&KwQ@)J3LHz2n^(;E}+NvMsA=0APwYx z)dN4u1LC_%;7qT)#7gcDY?84GPFHr?B4#_xc3k>4>aD2n25-RHJ~ElK*7PK+&67IC8+Ogx~(zjCV2$xJJux!aM1VL(h)nJ3{NsDz0gSs>5>d4W!JLGA=o75DQ#dKEAJlMoQP*)e@o;cc++%mn%c zm)H~dDe3+kKZ4s~eY^RV>8~SB<=#9Hp`{9gT+^;ng6uqWWcO8U^yp4)ZdQ^*1)iRv z?D7&lzPspETX5y29jpiaOQFS*t=_7_j{3rP2;7Et6vn1fAa19qFw}b5!6n6IaqQBT zJ%f1mANx*eLNc^S4GUM{hOoP1jLjcP>;F^<;hB|B%vMfW5oi#+=8)DlPIV*^z^}u&CX^&qcG}oIEdh=Z1uweWH6(`~owEu~&7QoYeZEB5k?>B>_LIH~ zilbXAh))k2RPZXoKYGC@_tku}3u5s8?D8Yxipp{u&dp+Ax|j4ACKnE-Pp?57uy%tV z=PsYR?7Y#XZ#(cvbxP}sg!7V{^Jv?8XUxp73@Toj)Hep@> zLYJTDceuB*3}sNk?@L(dz)W1p>#t1NsC&aCMOr;AI5&V!F>RgX{*N*qm@$KN46K{Q zJV6Kkqs~7GtLH`UBmr(#wsG5FFk9$IsI*hV1b8xoz&=1n-n`)aW0io_^@c%|!Km%a z#;td&jx>UFAp)(@xSEE{DX|$pS3mipqd%HVJN*!4I6Vqd)^|3Wua~yNz#;32)|15D ztsF8^<*fqp>qJpjLchC55mvo(+1~OrCYU_#ud^`5>Na0S+5*A%U;p|Tr%I#k!mc|| zIK1!yZ!Z$Dxx8Ci)z4HqZ~vt9L~M@>0s+8k_XleUps^*@&bPtskg^MCZTDXIaXL&w z2=Nn-R*(i|k01KD;d0EZP1NyeS#gIZ+dL=e$$Z$WBf?a{fzjiLFI?x@DyL&CDjg#g ziapEwTp+!U?6+7;ro`^qsxWQtTrY7%Q<}ASFx#&68kC?PXJfzH8j3=1Ood)RYgyph!ZbgN zRs0Dlc6|}*ay~&b1U2DY_8_4VS0*`Nw^TNaMWkCIP`uRC6@tP-1Bm1L zWR3kt30vZk*e^w?Wwk7~86K6_e&FymimlJDMac2DEcMiC!zFG2Ejy!01Cc7KyZa)y zw&-QB_IMAQX!hq?w%HNlfrozGEislLz^HR>D)%I>J5`Xm3)h_wDFK*=tsmZw#rnymex?nX7~2z8%*Maq5PY zK;_}9BP9_$+n2(r%dZ7QrHHhF69wOAWyMykcHhDlQNo+xwRVGCWYbjkx8S&BG>-NqE|Am*qu5sH>@OPmz9>|uo!(Hj8&b;Y!OSF8_ zJm6@+J0kJe1ILKU%?crl6ZHbp{W)mbvILKEB%}!sJGR*$>Yyh*A_)mG#c?b2t|iy1UMS|QuR%`#Wu8L4^pm>huwc63ae zFK_E-!Y;GhHhIPUzK0Ok2vHTnavZch9O|ZGy_*kbKBsN|L_V^#qd{(_bq6gV492Z& zLzE1#Plu=Gnhj`d-TjxnZ|=b$wpkK!*JX%6x2@+UN|i+s?3Os!iQsx7R29Gv4ihLQ zp79z4&zTIBsSebN z)nZs6q;|Oab_f-4{oQyN9EG5cJe3tl1Y(ZAQ1O$|-pY4)s-M$D4OchCr}>r>^+a}vs-OJ}7SN4Z z-<^E|E_i4xu++Y{aWiHiXO%6gyCsax-xU2;^tE!-^8H+jeB2pMV62 zpNeemyhWN5-e4b2%~#16H^;^J+qy1O+lsXm z#NG(I%+=nXXnck)AC|)>D1cMI#0%eF^MZcT6F3dm?FYT*~lL-fL zJL`&QsMm^ZZ~-GYxkp{+>yVLBTUz6@Gmk<=q6=Nef*+k(0J_cS-2{R5oX2l%zLbC6 z306%|b(VBzZ*wB1(d%jDJZIrt_2;tO>UC~5)+#&5^i`9i4C`Nz`*|_QmmKSnwAMCd zHouqfGm9pjgb7#m%kkcZUksE@-()sspg zvYxr{7?pxBRSG)W00niZ$Q(TE-tJc&q&g@Zh(J{JjSz|^5wmXjZY<6aoEZ|zB*wT0 zkb0+axNH<5lCmpytak8qoRyQJsWM^+a~Acq<5Ohz036&pH0sdt`|;x|lZ4laIgx;BvnnQV+g9 z;*Ey*o*>?qLf?-ce*p2sceS??<}%Du+U8U#u!l~^y_oA_&z0g8F2DMzqLxysB6`6- zm=8c=>IVGtxYV+G3{UiSg)~6BEe(l$5z-@^K-A?2__HZHU##FC{N0PuZw$+i)Mw=3 z2j#IF3QNxa>WST;ft9PwOVdE7{G`^r(wC*`SWJ0qn%SIi2w_MxtYc|4>%PaL78VqA$?DjpV?Q$*aDXENqoln;mV_%2 zPaXLkqh{9T2f~k6odf{0J8tLY+A+11skMYC%gDl|(X97JRkaXOR_z&{eYUqNzk27c zR=7c$M9uHm9D>w6SIg&A7r#u+U29pu4-fVg04Lwh7|(88(~t8T#f1a21g##)z`s}d z^hgf+^1&pJi-5Q>fEpXCmM7xzQugBC{*G~HN&LYG&@}huF7kZXNr#ZPHW{VFZRF|| z_8$|m|AxB*u4k4ne_j%$vWv?zH&muJ=wPvlf@s}tBxqqQN5b@7|5~5EJR+j;(Z)~p zj;2%ysdkSYVr9%V`tC_~Zv+M_GB7~0{y@aL?bPlQLYRvh5T@;)^2QC{%Xr#JNxJ8p zSADTrLP7*dF(4Z^A+ok{vogMgfCpVXMIue-4?gO}xbW25?l$?l_W)97`FqZgG@lBe?evuT9an+|B$7Hk^9$84Gls(H2y zpfgUlHxb5jLq+6GTNei0v%dSA37TtvJKA#VO(?!ZiejME06txs zAry4R?HQEH*d3pVo_ZubFR^*PJ}q-EM080AeWAMK*gh`}C8G@n8(`LPnZOUmXCkRj ziWI`nGo0tB=9-MXYP!QqerGICTX2D$R&YZe6H+NBx$U@YXV$q>3~r)1S^aKI9BuKH zjGoj{+^$x>WS4tcKLZZz(A^kPVY4?mGtvxf2 z)#a5&bwd!tynFBFC|NS0vAtetN5A3WX&c=cE}}@Qs7f-kjyk}6)`Y3h3Q>h&i(Yyr?Hh}_ ze)vj9O|Z|~s~A>!E0n~nEhKSN(8V@kaW&U3ddr9nCAMgLyMEpbXK}fQdA-q~^Xb6X zK$ePb=G%EK7G5|P#G$C5aH{BV;7c2Olk8)V%G!VQ_@wfUc#zER*lD-3F|YXQp;s}> zLGjyxs*NhHpOR=R1x;fW{R&)XZsk1LJg33tci@W88xC4Ruu>GTb!qE)*S0+(Iz+7> z3~fqSMjE$<^yGrcJ7F>1$^k+5#0feR+}4rZF*g^P(zgj)4qGgt)=3(5bC`O2CNRy7 zKfz|+S18Qrcu$2<=0)SNgZyC0XI!{ds$N-Ced z`Fb|1ar)`}fu)noYW9AN=@QXoYb%3cayM7qWfpg-6865s{e@DL5f$tv&s9^jWbmZh zC~rJS^m73@uTqrKD!SrxX2;J+FP`B!2;2!h<$vd@9$i;@X-dZPHNp zNTiILsS4EdcQDTXSe5sk*S=MDAn+~L)2-=P(-FzZn~?1hXj?XN@m>0HjAVsTTbcvG zx4*Jtn?gdQYTX~EuK-l-A`r*m%?&(!I5B%*;RXU5VYM+djC{B@p50$)BeemrwOmUK zw9+licxQ02F$JG#IYGZOG>jR>emqj4Pu_Cn-%LH(wdHvy^&i~t4x zC+^)bYq!HBc%C*=U<5gRde{yBHd-x}bmlv+*1c=fv5+;vlYa+U*9Ph*pi6n7a$JVC z<5p4G*B&-36>hR&q^*)^3Lc7!;92~#UT-m4lK}6vhd6(e(-q%VxS|`BW4Uq)<~pFs zxIOMATr~Z337YpVOg^m-IUA@O(798(zUwN5by@k!t(&~92%+2q7JM%g>c#o(@gTsgH+R}Q z_w6=Y)6UnVFeC+M<$d=?#~+g>xgL($+JdkBEbZ)+l2jaM@gs>e<+iOr&IRziNZl-_ z(yE;SN(Ml88i-$x^SIy-FA;JT}HE2LY__T=m}V^ z6_}v{R2y{zZ+8qcJ|G4e*GjGbyyn$eB`}alqQxq6mdgFUX0ikeN!+dov@IO5CFJ&G zoY@%*Yq3K|WZ6fF4rw)qU#NcW&99q#xL6fi!j&;NcCtKSj!TnV`>NXHg5YW&=^hBW z8x9NGj~ zvU(h08B@^BJYJAC^Q3St^?gQejVcG+Rrgw?th;5hI>jN(O_>;hVs=C@AJ z@z&=(w=q5@QPVyt(PonpvKl2kuam8tQr@}542WNY7k}>$5tCEHuLzp=^FI%pvpViF zk6rXn0>E6qtoG-qPM#s_HYt$d%345a8pQf1uIboRF%bN!RQ z)HKDTmSdHih@y;eYE{%_s7g+ ziC1bn+|yZi&VCL^I4WhArCiG%q9ZB9A@yR`&)?-*FepL=XCIhu&Ymb+yvtT{vc8|4 z9@0~xHD<;C3J%TfKAHDKV8IG}EUFW5%RWzit$PFo%@&wkvI#Blr`jfhi1UJ&U4`p< zWL}h}l>&6M)sSs%+n4jZIQ{u5vR@bMLU z&tiwKmGq5^Ik@qt%HyjpWxuF?-{@e=o|=jWL=s6_kNtD2E9Cm(AF}ytTY`C6vt502_LCCot!iaZiB_vnWcEito>B_{q7nr1311a<))5u5QjMVtV@U2GacI!eX$aavq063T zg-V;pdou9BMmRRdvUtMPNv!I8*+{T;N>sW!*R*}CrG(-a$>M#^VuQaXaGAs_ygYV1 z3Lo&$0lDl=m%OXfL4DVT8`P=n_9eGjz?Kh9?R0M3G00rZ!EED0D(?>SsFC*{&o39C7Sfnjy@@a~F zCI@d$baSS#*^DAv6ZVU!w7{5tFx#R{mZC65bgCsx^^9T&pQ|N5-W~3+mQqHwBJ53~ zKkfAn@*!Zh514YZTDSl^y$U(^GRGg71X)5xD5Heqn_;(Y5>tm_x+d{lN}JDsy9zme zm7yf(7z6AS>+Egk*$)T@E&l!15vM@<4N`XQ4t$t*B0_NaBB0N$UgND|EdR=Gac)8I z$`D6fFNQM^Ks}q3@x|=n?c) zT6XJt)_MroS9tssAz8|8TYe{-fTPE)67VX7)d{9)O2mT_;pb{5`{bChBye2Ws!+(R zJFhV5@+CA|ezKVCoWQ)D0I=+@YRR+stZ8ooncxmDQaDTEJQAr0T#$r}g(n?&*;n3_ zT6GhL$|PxjJxvSZyz`>-^xFU})uz;THxF`!katN*UIWj+ei1Fr>p6^q8vdPj_+RIh zZrBahs;kv{-#>#L*W}t#%+~jUT#2rlchQ+=B`MbS@w(&-NMOa#A{xBLu2aFQBd3FB6Ep4M^E3ZQiecROr}j7NlnR&9b0}IUB z2tllR%9V$Mmd4jbXgfekC}xid7G77iM^tMj$@8+EAwej6Y#)85^4@!D_sgmw_Dq17 zc&yn=50i5mh~0r;m&6<0Cmj$aa~f8Fgq*fmSrwHQtEnA<_x5}q4HgzcUJtP&VN92a z#97}m4thk9jedQ9UCGDmjwwo{VE;f~boU|WGBueHajJS?g63pUEGe?YV`&lPN z&D8Dk)~&sAKm4wxzxw3n@d%Un$gbvWYwPs@b0Kn1_)fyOYATX=D|cdsw=h?1zcUdd zdznj(%dGEiQ%;-_Y$M?vzZmL+A(o(AjH657XduKs zgvME*8@v&Fpvdpu_Gk(IG-EkOrYE5H?yupFP00AZb3V#t5R`wUmRtG^iHP)z0#{3c ztb(ZtPYDz!X6!<$4B)-Aac#wKf3%}}>3eH&?X?tv(hWDEu(Q>5=bbinrt@ayd)#dF zNUM#2-iQ{M#WnXJ5V@T98p)29SKWJkLYnl3iC zJ0Mzc)SY?s_x@{}u2F(GG>Ypuj1cR;>}e6GyDSv%@vhHp4W(q}!i(!ElZO)K4NIK< z6Bh}5$n|kc(sH0T7d?r|whxM~=W z2I!>qeht!SmV;4iV-5174yVTW&v5k`+zgG@3PNvh-7RSb^ETxum-Zw9o)xKAaYFq` zkxUVtPg{Yx$pn_2ZnuQjpo;hl>?Wvv#JN??UbgnMkKx4Rv>RtiX z#ZNxXxZIwf=tW{+A10B`e1sO*3_otL!t-h@Sj5@uUsLN4RL32WW2|sgj-PVNIgLVv z3hRW=1ueR@?YF?U`q2dv(tq$15&VufL139|r!#3xr)-uR1R-QvR!e>t}F24^0$gMeQai7>begb%iGQ=jok|TO4-sXJVme;AxF-OhO9=EnAJoxP6?Lu#jVy6!g6n}j7O5-SX zybV&9N&NbhQk1Cr^PYo??EHLJUFK3fno5vHDNI?Pl(!$qC3ik5EUf`wHax)We2~&P;J~r ztRu8hL*G}E;q=2j#@Eb~G0TTK25PiRv3J}uo!X6bBf3Qd&5Ocr*?Fz+QO3qod z1G$^*bl|b#HDTj+>lFFT1;X_vO>UKUdb*)S9z2NBh)GoA+bDUZD0hbg+(R8Qn&Lx) z&5bTT?``!@D38!B=(xWr(0gKuW=P~fIME4N(n>4Zi7_A zg-N(OzJG@(p6td?-`-j9SjDuT@igmJmGAF?*p6f;*4bw7i6@sW+v!HaZVAmea^Ez_ zGnj4eKb-GqQvOjGq3b^~uauu#8wG)fGm0@gC(PAItq6S$(?Q@v@jIH{%~^jFRQjvg z`m)z9^v`@$Os|5!Tpl^IO9$KaEXx0zqN0}l1j*5kC_Z%k^Azb!Uy5M|$v`fkkRw^* z0Qw{F;IjuLEER$G>+cl+13Gp0wMWkvFCo{{UfBbe^nqVB^?XK=>MNoca8U{z07c)W z{V}nb8V1^cys!NZ#Q%YOc;Lc)&x(%An3-?&VATSLSju3&Bn_l)c~rT1dXRRJr3KWg z?n5-$^`}8x2M72?zxL|;c%YHqsYK!^FFesFP0 z(S^N-YQREmlF{3=qvk~B_1)6XyNm;id?eXrhVuKvfqMTAmhT2tf^+aBqev>o#Q28a z?3d{pJ)kNjO{Y5p@5u8uyN=M7JF0}X@u1}hQo)l%*_91js8!HnxYrNi6(E_=lSD;5 zZE(cy3&yAjYaEI&?_o`NR%qL+Hu>NukBUdl_*hzDQ#sUfHcN#Mc_^=P5NX-KJ=HKk zJNXS4>-sY0e}S)@frGiW&{Pt9U4kq$Lm+j0W-HfJ^B`4*k#@T(kX&Y@gZb!~nENE>~cl8tnonr(RR83@H<4zw=Q(v=vwR#~*|>1sQ1#@XuTa zmE5Z0i=mH2J}8KK#*8`E__G1l!(E_ks_7tR4D zQ03MP5lkcaeS+`torB9HsG} zlVUu;>!wyv?i^zw}k-`7wihtb!%24s(~(RqQ&_r(-1B-Ja0{b2%oU z9R}3xAH6w*%{SBtvtbWL7-B>cxAW>8xPSoLBrqIMUp0t`CO?-Qp3N(-87{?v6F zK(IWa7DmE0h}=^dZPSEC8~@x>>ZG}tG|O`iu$boi$F&L3Q1ZS|8Cx`qYPUE z3eNU5mTQA=k(hN8tG8jc|Dq|@0{%y{Hl_z`JUh)gfl1rF7Y01#uHX;oKfcugP11=do0x1m?vl`goYSGVs{X?d7 zS{-T!LGwhx+CKpO=+3A3Fi&vS3x{>w*I&p4mZBWj3J8RC2q|e7o;U>olVMdRJjIV8 z_&&tS;0n^+I`d`wUc6SKJElhM@Ef!f1k=}y4(a=@FQu#KmBE}W5C*`f0e1eq<@)FX z`qka_ca&`|(AD*?beJ$2$~J3)LU#|LeNlCeG_U^T|No#W4m3U;_ZasjX{PizU8xFj zOZf;=v67VkJVYsQntDbK3#od{H2m#M&;aT_3wTVw3S`3FTO0-C z&j3_mNZesGYAV)vG2gs~>D-2>=>+wm0gng!=U<_~I-#|W7Fn@bqqoi_xj%U$h9~x^l-m}GdX#@+@Ly~tQ?H*}DO8I8{rF6E^5c7C{=3pX zVSh{ZvgrafO12(wDPzmR2>%zlAwW(YpF=-xd4?ei_a26;*0YU&0CT>zx5G1*U> zSbJBd0XqbiZy>C~`6bVKF|@5*zCLfQPIJoXmlE&abda}@2I6_GNur>OaqCTLS6)#F zmwD8d<@_@pFJvU?-LdppUS2CAu$Xsa^ft=$1l4pXw119CatsI`Y3x=Td)i! zSbRB1=C99d9X(B|&k&%b{pdO%lQt->)kya20qBeU-@e-vm!XsxH7GLi}Sai7cVya-gYF_*C5Tvk}O>?M{`)d)@4mUREOq?dMZq!Ar)fZq8*KvX69#y_BMu+Z*V z7g)XKP`nMOn%BU??P{ZNkxB|C;7oQ_m*a|#Bx5dSMay?PEd~;u+*qT5RB=Yv{Q8iuO zP2cs`H9qpA_Ka8NGZI&RES{Dgco3l7hRIUVllv6EZ@v`9>YB-Uk%mF*LpdnmDNg4F zzIW@4?>0106JD^N-C(&^s7Ul(Q6?^;2$JmzBbV{P>sLWu59@#sf`j?D?eNx;}JLDv#H0M50A3iTP4e|g`G_Z!;{P5$5BP&J=$3~J@=z=)_96(oI--LI~NigW+2i@Rj_BpGh@OBuD)nH4_|2yH5ePX7Wb@i zfnFJi6Z;3YDh#MAbZ&>ooa^O5Q&(OK$a1W8IZk0;d8d1D#6&R!06%8_){04Vc4c7~ zv$eDBOy>X8Da$j^i>}P9U9@M@(Kb{@6(}N6r;hD0C`%O$sl}eds2oDJk%AUCs{;P_ zqFR|f+mrW?1Eqm|fgt8^NA|$8$cmAqc7Hbia>(*!of;G?F8{@*K3ax`=mF7n*`SF* z7C5_n0)7k)s7p^Jt;`u$q-r&XjfN_C9+w(D`#I0~OVjv;1`+184bhje5nf0>2qnBa zQC@=Fm|vX$B)Mc;CTLmD>WUY?u8-S95cHvU?ujg_N#`<|GP%eFCM(0k`yBRgBxLN8 zdFmjYRU-;lUn&6Bzu5|}QkqNqhir8=l!b!KKYF_b@7xt8^Z+Z#jp%|car?CLR_rkC z>>w)>5mN4c0Sv1!UVYdt5Gt5c8GGlv_;Wn3aH&m>P)uH_+ASq|OIbT;%Lk<=&OevR zKAr^zAwR{;e)4Lgbg++dkpa_sE{qB<;UVBhqO(+DeG=#{dpN3ufUA%OIpEji= zKhd4mWi=}2mmZi*Q7PwthV^$h@4-Rn!Q)yiNNlX0PZlrEYX-r<2csa z9QdF)d=|e^XsO7a$h!DdMl(gLb-ru>0`(Xv+HZx#g>Js)@J2%A$+xS;c@{D@ zCz?d(Zsi`Oj8G7>SNxCU;VRoVNOZ|k8RnrSmQbWBvHLcX(G?k6jyUM%GABAzqC%_4 z3!LyiQ2&*geSY?*4s0L7L9LLkVX278*vBd_lw7)!yeT6EjYAcf*`jS#3Zw<3u9^-j z1k-Is0E9s@FbEv{_IL3PXhh)Koy5+5K8WNHMVj1(cL)%cg>dVHino=7?MjR)7|`IC z$SJMcC~e+hWrCg7R@8cWYgzu-r!vSlSCok&SN5EP-*Wv)Z&1)GNIc>@_m7D-vzl9q zv`v4O@=>)gP?LE)_VVDMzp1$Bk+X$*gRmh&vc&g@!@6tr>-ZPBrWdt39;Q9 zGQTsQ2sA~)uYoy6`=B9kxvGoLWswx^KlPv2@ESt}W1 z=6^9mX|__yQ+=-DQUwSdD+;GWFSl!iTqRN8_B`Z%`b-Idk_jvmKL-jd4QCSgGKhkE z4Up}=LH|1XZsU)uV4$uzO#{V6;&)BFDNP$L{J;u6y*34L=^q**lKIqs=o~LsZ~_Xn z=IV~2{sDlr?OEFV%^U3G3GfGQrtY*8+f4C{Wco$Ks|}{@kYU8w!yR`Jt-b+5^S*_C z%?<{f@qkEa`o)vYU!TVDxy%nEs^893UsOZN$NZ*43l+&oL~7}2P_rC16fNHfCyD~{ z$w-y?K0pC8++#1dKa;+bZ6EUfrzsq<&5mC2A)-KkU)={W-!BW8O)5dNlE`DFu2`hd^LDqkUMADabbixu z%Dewa!aAtS#tFytuzaLh9H-UQT^Vf*n-ekpN||d*fnCF)70Gya{=fquTzfUCFQ1KD zzOu8v3_7dP;_^VCwK|F0h+{WxnRo*O@En)>x10H3lKBsP$$!!2`4}1WMkkjA%C4$J z39cG~Gh+f(1E&8l^8VrXw&(3fviiGleor!&{ao)gi8Mw9Sw<4qwF|{9q8lT?_Q9_G zAvbH=qbPw)xA(#?K^jfybZ~!gGr}#yFPioCAr20o@#M3>zbAP|6%s_#bNCc z4)|YKg%thTQ~=EZJ1Rh?cSWV!gLi+Tr^6pTEgFG@4g2O{+}s1YxLMW2`^l{d`s;-p z!S23VV0O4&H1}?#LKF2;Y&JhjViDnytPeY8-+6bt*5eVF!L;^o-taF)|853d#n3ac zf~IqF#P0~YDGT56EuQ`~F~D|rV)8Q)jy;&brLaFPXT6G5U#k0aztXRq3koS^6V28U zHu9m(`m(>LN5>g}(c)=Xv{IB!^)}%k1FW6`0(v6wC?v20BW>A|F0oecAtWVEELg<% zTh*E3;t7ilMVMMW0`^dlZ2B;c*PO63DY7>zC3J=5$ANuD9Sf;5&;1To8UN4>>&_ zK9aOaiAowFv=CZ*5OY2(Sn74?Dx({&2#J||IDnb~i(9?*R z1>cGj-_nQ&G<{J2;&smj_I|dXM_E`7I1_~^Lk|r2CPx^$@x7Ksz5{ma*i~@+=l)`u zB7cz6L+dD9s*QfGk4rm;b@A@N1aLbzzAWNp=dlR|^zb__od)uMCp|nLJp~(E5Hy>E zI7O2h9lz`zR+B`?pag^Y{DE7pYQ|$fOks4zi^cMvd%r(XXoI}D1{i{R3`U=2fYV2# zNhyyzq5>-ZXG?f(vN5&=oi_7KsKS2{S@1Q3Z`Y&!pGp&?f!}|%fGx0{H@Q+ zs~Z5nO@&|{>;o2HSsc81?r9wdS~pBiSy!$#XvlxQNI+omazeYEsGu7hFbBrURi9=} zkZU(k^(1Q*kMjcGVK>X}@*0go$?)W%(Ci_)sv#jDFZu8vqLT<8f6vniM8?F&y!Xpt zqd#1ipHpFOXD?gEs9rbT^iKxEw0X~KXXCW|K@Tnu|tQBF&_ddD0(`v8&$NCVnf zE9AE`KnQ<$0G|5v3^e6-vwT8%;+*~L$n2jz!H53~8{p6)$7-OmWkO@vZKzW=gYg)( zs(uBT7Wu#)yWxMfcDZo|W}+e=HAoGS;_mgN%rG7# z2xkPEo_wNvcooe0N-7%D$Lmgl}_VWhxmlE@D_X5Mzk-S58*j;r&FV&cTE zWQG5@wJDI>l-QN{Lh-bjM)Ug(oe~iVxRDT@J*~A7@Ap08wfQ+Dqg9)f|Bd&x$|aO z&xK<>W5FS(n8YXsg%6dCHk!8Fw3fV2um$o;gK#Z)C9I*2Qe-c?17F=lkli7tRphn% z*k(;SW-}_;pNP!kT-5+(&>5{GC1ScUYJt|hjQF&Eb%J8bXzNYC zdaAtY_VO2!Jp|yC2I+@9VTTVb;5Twi+Z7MaE!@ZSUOYe?m;Ug9hMW%IP(QrKlvcQi zws=+GZxGUb_H1ByUC=EFF~3$vmK@j zM}ub^HW%~HBw0Cx4LJ!vdN^X`?;LXdrzNri*GDnL)5?k5Ctey%*50H2rMVnK5Fp4HZD*L{sEtpWf- z?v@8-8<=+f!()eJpstaUZf7Fh^|7duyUx65JtZn-XJ94G(Z>AiN?K2<1o*<6x8xS? z1WOL?d@okf#$;kT^NMyOMxX!mc?+5z4?~$l!z~z@&RAg_Ez%De9X0aKA`MrG`i#9t zd*S@r8JNOf|GzVjIoGxCheu}N4$qo)u0^kCzH9H*jXCA#-(vF86_qQ%9;cF7ryRAh z@Qg=a^ZocM+o@vr;s1}ew~mW4?Zdv;wbm76MFjx?1qCFfWhhZnT0m)3x}|eq4M1AD zLAqPI6r=_iN*QWEI)3fiXH4b)BO}0=!$N+tRQ3tFPklrC%@ffAuP0 zuM28L0MwBqeUkQ+k{N57PPPQ(;;4s*$sdfsr#~^4tyd{Hc4Qs*OCp75AFO>evg1MB z9Gfr5(M)AD*A=XwekI1`&clqSW~l*9M41XdzQv$??k*cfHY zZ^q*ZMyJw7sup7um5Os+9?zaRHHoC>4n#2;OZzB9GG8Sew|yG604^r z>tk*g7oF2PYaRL7q$Me~>bR9noj;FFja5N~wWO*z`L!b6D>u2p4ah86hC@R`bk}AY zgjbG?X-&?P{rg*&JAuI;K-Z7R=^%#>5!io$(9nVZ3LAOXcmRAV6kO@^XI_%pMR071 z0Fp$2boVg%9j4QJBK?aCymyUuW!X)Il=dEr{@F{fx}eVMBNiVM*k7j8hTyHIsJOk7 z2$r>x1LYWb8!dOHiH4!zo*Oq&O4csJnB7=?pnr$izj4%K*|G1Ut%LcMie~Eh!rUM> zd0f_pYqKwslQ3CZ_|Z+(kejiWJ5LU|0>a82th^KX&F{#Pv)|bqUgs2@9yxyWq5p`1 z@asKhjyW?Q9x*(6jfI0J@8P3a*52JW8qm7>GM44du=3d6R{tv>^!)hU9IY*}c>$6! z`QC%%M6=WHSWy7uknLJ7xW;$GQX>~uvtZ-W4&m7)`7UpWyYKBYtB1{Q?CYrvFG>Lr zfnr5B%i(| zWE^YRbLSeb`wd0wc^9a}+4EMFMzvavMw!c!^m-$soy++f@*Rf%eACG6xY)!yf9DL> zWI(dIc^q@G1Ph>@woAkK8@KbQ2XWa-u-Xxd1oxqJ#PE%HqD{#e@OJk2^JW!y;BzF6 zy{mU03X3v3DpzJcM{qBmu{zL>2ao!d+w{j{dJ5A0!^|)-8uqd&na=PFq1fwxGV5#u-ttn|eEBlhLK@$e`>l?abCa zBfe({ZuQBUm2lLPZkbe`!RL-2-_~Y2yb5%d`prY6!hTmXXV^lH7IMU^Ha@uqnTZQ! zF#Rk0#95>HQQ$2XJ{DsNF&_uN=c2FE5OK?N7*D~;D4O>!McL1#MEfHkhXcMpI=E0i zrUmSz5p8_73dqyHoca09k~KFM)I|y)czRlZdaZ^ zy>carD$4AmN$o@Ey0 z3nZw&JnT7uQhe08;_(kLo3}7;g-#l8%YQyDbDBi5&|QCfU_p1Do~%e+fZ`P>Cin+& z1=_m&n~mtD@XbFBa0g}jensTSy2|{XDl+I zj5dbg3S)aMc|}w3aEO_p?L^fK7Ikms8Q?yxORV>K6k?e#x(N73YoB`9k{~s;QH5M^ zfUrNFCy)Ow8{g-VwUNH&!d!I&E%4B1C|J+iln6YXCIWoij3=~(?7nEnF0jgRQ(3gi zK0Hz|C@O%r?x<@=(H#tEeRA(Hf+G)~o-(Tc<)Va{d}zMc`hjPE&Hh@<Hn+X_LaL z$N+Y=&3wi!^nHxQ<-7iIcm*--+ME2v^>1liJ{K?J@9l4?d_&Se5vm`VZ-3{Qf9LW= z(6DQ>LM51on0{UE;`6gR{!b*<+^ADFuiIf*gMQDk?D;)sR;-YKcQnIRjAnv~pwjhG zew>GxxIml;zwDB2bu2Gx=87@D8Ma&6usCmQp^>^d+)7pEC7o6Lic>69bCQ5>=eqn_ zk!X5wYsN{+U@2e#UvSJgXp8bV)iKHyXaDEr=RLJu3SRUluEQQwLTM%MbI`}4=iQff z4sa<+B&osDc2hkf#}wMw=hL;koiKNmKG+@CBVGN-x^3O^*l~Bf<_gJYnhty4k|N#D zg6BH2g(&K%KkOD4Qr1zITuGmBs9X(M=!)aBYzZ|y$cq)cl?Bd-iYZJPDW>;CYzO8I!Wd7R6j$?9?7qQy#~JDD6&q zL^*X^*AIKo%I|i&+TPpl`i23n1*--j$LiF_33y+_hNC==ORdeReJIMPeHX5Y++|mP z?wV=!RG;BOZ5IP_mj0pk03F~urXRj_>x**Q*~)`mwRNC7fagRN?m6-4U8c#1A1tHy zws!3L!_X_LeYqmJ^(BxqAuu!I| z>k$)hpY=JpKtJMLtBj0n5H<;MpVE_SYhJdaAbLP$6CI)hQ!Hkh4J<4dKv#)kwS z&>&kWtdgtXBxj|@tx}JkIhLrLNokv-z=dryL1@j?5Z(O8t*Gb&f6djV%+nRu5wFgB znmwN^j6vg1c27)T&q9*z9b*d2hBR$ObQ+YmHJ{GJiXya-D3&*kq1GW5{s0E4_6k%--kA5&xe{C(ttgPu)+JT8TdS75V+uyA3quqBriN2(9caw|-;T zxGkJZH+J5?`Y-ttVt*f)7h!`}>T7HNjRyMvj(4;ahmz94a&?w z%XokOM5G;+2Q$CzDIix~&{(o&Z>vmweIGT^v6_9-R*YnL^2sum8hh52d)V=bI4}@Z zzm9YTM~zrM|4;$)h{oU^W~T$HNISO1p+_le-Ot~R_iex3sMz)GTwnLr3crKN?GuJL z+;>ZH9PVL0!vZEL3>j&W8itPeGwQ3=>DRT{&)x_G!<^RT*OUF*#@t#O8b z%8i~4Zx;ss)c!!8m{s&nrbo1+3!T$wqGk+{d`f#@uyZuSM|mr+kh6A#l4WVte-B!X z_!S8Mx33A$F8Ib>2txi$Oa-`_uznBzf!u?Bf*2^(V(HYha*bn>2R!T~&T6Irqfbk! z?v;8~JuyXR4VGjM+K^y``ejDvHqiVpcx zd|zwlF30&Ca;}A^`d7{fL-=b(lA8zdeJ&c5dULRDMguaFW4f0n6 zh`&AUPXRLUP4n9*R>lgZHi~?@DlKjB92;yDijmt3A3l$psMM1l1#3VgQ_;gXPG5^% z8H9-JTl1ikWza_e?;=9Vfoa@EN;Zl(rW)@eHNi4JR1tX!aC3!zF z0tZgpmp7+WeV}Shl3-C590ZRl3x5zrs>HN8NrS1zo|=`2*MaR;Z&cUZUT$Bk1i$Q= zxzNvB@Z6(^GgVu91b_OtSh}q~=F{F1mPUIsd`jTl?5o+vUB9C%o}{tqZJ!8v4b9meqp^ZJ}!GVc#p8 z>OTeLL0r686@y~CAf@3+=RX)LdYsgnLwbh&H*+f_iaWjI+16=N6SDx}GJ&q{2$CA3 z?4vmc#?j2GUH*E`;ifG+4m~@0bH&!Ax(BvS&_o+RQ$f!h&d*PNG|2`zED2`B6+Q@x zbBE2KUQG;kNx}0+g;$W2Eida?)D z&Y;2Ou0jIg2r$qFrFzV0w?@Y0wI*=B{PG){fM`{O^bPLiCXp>TspLOC%G?PP7_YNE z?2PhAX7%y>5r!g0hfwz=lHFkRxaRo=6a~Y;T&v=Sn;5I3%me?LfpSxgFI=r%{Jz08 z(TxR7D|g(kik z?5@B`-QNo0KY%nB0929`->RmH_-% zesVOBtZX7N06-Hlza;_;lrk~$7P`?xuo&|f6()J@luEa(qV z+Or`S$gd&}0hlI=sTGODPH{soXV+It#F#@N0O{+XAt%ox5&Q@U|1UN1>t1wZu&%s{ zCe?n?lQQu7Bnvg)*M6$jg*Yimwn#t@p)INSxPRY74W>uDp6_SA|LuyM_hPdG{aBD~ zY60)A5SRuE9EEEL40DQ2-k7z>Bp&NvfKIK7$Jd{XUetjrXApTms zKnJK{OtNcaN(rPvn&gkCU`g|evz^^F>$qi%E2CRO-nM788;~f3+E{cu(=OrO00{6S zxW>I2?~#Amo3c=Z&Lz)|^s5d~j{R4FKacU|Cot;U1zo23hHnm!B?dUl{P($wpWdQC z<=%3mZU*dP!`-SLf?13d#$#=|P)GIxc;STta?6}}pOQxU7N@_2Ze|J%xz4EMsHt#j6a|letfYE zSV$XZgGg;7Sjoz!y<9@e9#;h|hU6^vtc{VopjXMcThm#Z!d z-g1-&iR2?tt~IENV0DB_Nk{n|^JfgFwspo9xPYDHEXHG1Io}#wV=S_X@;#^TE2TT$ zsspFz2FG< zv+)8HTu(1NsToc#18jfZzbH4V-Tl6YKO-E6)(fbZZ{ZJ@U7Wa2F(yPE;A zmiJZ)D>p38Lj;{iKQegB@QL(oaniK$n{~AkNYQJs9O$WWbjBxU&DjDNp)2D{$Jo(N z&aJ*k)8V~wKG5ol`r7pe8=X^09YE1W?Job~6r8^5A_?%i?tX00tO!@{bK>xn0&N@_ z5o`uq16tjJf@Kk>_$_<{&}`upf?K&Dr^47t&QI_E{cQVYm?5&0JVMp zu{w(9s8RjsJV%xIl8($tA(E-ys966&yF&CB znIwBPHju^grrm4xuZ6KQue~a|v13YW{_Hn_a|*nNf81t@5_+?RKJvS4B^=StjiD`5 zug%!o-}irVFz`qZw35t^F%)ht44q^DHw0wb*aVZ&I(K+gT)!BI7&AZHz4xy3$?9l0 zCWh5px?R7>yP!dTX8`3kMsWAuSv<^vbC9SM=gh8ZCUehlvTFLN!wuFg$JEug5tRA^ z3lW`B+1d?kTYI6?hlf2d^8e4XUlK*tbigBmauJnByu~K*lhkR>C!&~8&huj-rZd2Y zh8)`ze6*vzV_kXjh*#tPFEZ4GrXT^_E9mnGef{8}+Pj-wUrJiMxo-oY-M-0eUn6LM z)@(6?u=~=aY_*{2QfjAP@}3yas8mMS{b?|Wv=*3jGHPFDDA`p+sD1XQ;R}#xW6|mC zXy{H8%Y9#oj2`#Vh{oxB!NbPQzfi6ufkDUgvsQvrN0tUq$qo?iOmV-2t;mxApFP{Y z?rmt-HgBk5Oi&9QZX0^h%BET_Y^~=Nb}!N8_dmnQIVI{VUThRg(*r_8Qo&`sZO-56 zTt9FShl$tznlerwbe}t%W1cw(3}~@Su2z1REy@H)66-t*6W09bqW1Uyv;_>XG-|qt z7cKZOfKSYh<2}eJh4>4W_)2%DHuw@(SPx!=S{rSugu-{1Dhc>n1$5*N0#fDtWA_~# z8kl=bB!}|7@&4Ho5vUccayyY24y#fhy*Z6j90=nRTQ|JLzHD{%elj^wQBfk#YbaUT z%O{H9bQhF!WZQ5vS8(u^2nM`m-;qx5fL8X1p3QdgNs|5k+s4^qO~y)}$L5xvUkXuL zr~4q+vswI%&3m{1`V?nxug>1U!OonCub3E@vhn<$vC+J98=SX0hA+s_SBzkL2x)zT zT?sX+s%NzU!)I6OzWI=IrimcF%cUVxLsX;e*iguFqoj;~c+D_sJfyk)QZha73;oezG7L#S=fE0N`{zqC19&@tI3`&2u9`4v+Ycn_>t z&Ka?aLRF4y3BblzzU=X+E4k6VcSB{j_C%z!n9p#xolike7fgjrNYakm%NX+U5u#MH z{IfeXS_le48FHlaEk}$M?*F&wWDLnmwVD;|?W&R`J?`Cs8u%KT+MA?DxM*kJf(AAB z0TkV86+9zE<%5@XGHR0xNqe<$M|1$iI1V}Y4E_hSrva4Zeouey6Bc>!vR#`a8{7!9}3GoLcEkFR9SAbUkZjT|JPvsKVl z=exo%idg{qIS8%78Qq#usof>(l?RN_2v{G;@@i1~8gxN2?a>sopNShhW6wqPCg!dEG(*+htk)OyUUQjin2^(oUe7p)OBk@)Ig+0E!Gy zzdRMI`+7|gIKQfdBg6vR3N@$BYO*Bnf{ngQtBoNj_MF;ded_Z2+T0$KT1LKj>|*yg z7+>KsTVQ>L)^NaCg#uhanY&I|HT@f7dsvB6OD&N?EK8gj)Q|?=1A6}8vWvgzlNP3( zmJ)@wZw+avmEV8zh8Wa!dTArdqD~d5Z9++(N(s0f_gYDDsJ?_8@jqJhJOG;zHucA2QM+oel@hb-B{44ZcUr=U>X5~>x$eYiIQS{pGvOW)B}SiVD`>s0sw~f)UqDa-6say zYBIhVW}Jq#dop$;!(7h{9!p;cu|i0JI87gTR7)ZF?+y8lFgMl@M5Wnlz+wUurdYL3 z%QrN}o!N-+TP@He8=JTF6LQWbs-}6ps=3s$xWc#tf1gV$>IT+x7@`AbY{R)9{czsL z2OuqR?~FVVAxY+RTirhTN%Noo;+fl}!E9s!<54}QEa(hscs_0);|ur_q(_}i5R}0V zOpN7{WfQ4gX}Ucb%)(A(c<1VY zDUzOR?wpt`>WVq{=yEl1xb6td5H{L;aOoX!>Y8Zi1M_zf$)Yo7m-}}Ov zMAr8WI2yhPA?XL&ioXj;j6k6+SlsP;35BD2b{q~B2VG9Cka9$BKiNqF>lPiB$P!=^5KpskJ&14x1Y4j?Lqp(bT6x%$`}M!#~c@M^&~b z4SujRz2G}pg*49In(~XDfM-;5dMwxI%dN%GNE>4!#|9!oU;14iKOYQ#u!f<*&h7{t zIQ1Bhv74K94>iRXijwI}HVx4J%GeAjJ?qBy$S0ZmC91i`abvP{3p)k8U1^i)QV6wc zxwHVw9t-SsVcOLvaNCq6qj{=eKqdoKg8e3}V0QvKxyI({znjrQC%~T^vJyBQ1H?v_ zI9)*VNxF5=uA1?ZUUMuBLJf(c4|F9{xI`Lj1Jgzt^7v*@H07PVyVYa8J%75+aH#pp z&hY>%d>-1cd@|5D@#(w-v5fStaR`1{M_z@yeILx3ZN1K;|`xN#F_YdQ2r-L60peW&0F(j zA97=hTo!F((qt}zRs2HSoH>dLOcXQF6Y5|+47Dzw!|vM3H~iXc$EUYSRP-EFcolbZyfnF7C*m?GOdJOteu6B)D zFn-zl04;qD6S;YnQ_}VwGxX8=@;jI9Ua6WCXwsUZu0&h)Cdp@eaz+MiJXu~rZg6A% zR9azrnC+%bfZM@;SGV`ovhf@^F(nCqG&vT&2bvPO40?8u1pP`SH|Cw4HH7;hW9f|i zJAtA-N8S1;g_)gPe?wwjX<4Tm7wTeEz%ZSY&pcWQb%LU(5rrJx%XIj(Jyb!bs}lMQ zn+ojQ$g$|YRO8P|ljn7*X(l>8o{q-YTV%sW&Q&dKY@HR|cUoyDKO?ZhA9O1A2I_iG z-u0-0c1NZXi2^S&=W6}KDed>Y_K=1TwcghPW7!X5U>ES^ZRNeKV$vcg^PHc^hlT@Q zW#xo({KCcL^vd=!X2>&)y?foYXziM#mO}*~MGbEM`3@-<=dO{0hCkd17vee7uf#RY zS2u4qicBrQ?A09jDOXl}$bpNfaVcn0-l>vBjcpDCV=q(x(4E4ewxaq#riLs$``t;< ziBO}KMSxJUCDwdw+bU(OR=toWIXbLls~4{%=zo2u=`AR9Tj)EE5^z0v)^ckvfz8_% z()n@7*cTy?uO1*{k+5vzcA$lM0Sys|6TR}16J&t;+LzXP*Le8sqr$5|_J_2uw5Q+X z{?0?W-wKD>{1@7zxL1LYK5w8&mnO!;gosgARnXclzmAq-x=a3{V+HlgS^K$!HGRyP zm!jFzVrSQ742X5d7Vxu_wrpfl&r7yHx$)5VLS820!hk!!twq1ffnOyl+Vhe0bTMdPH8k+I-0*WR~~ z$knqQ&npjHrxJ--(9>)^g+t9q%Bhir{Wj)8UA3l4r_mIthI(!Wlcgx1p8o>-Jo4il zebnL`E2eCB)1HkA=EWTXcXKSmLQ5Xy%L;_!nmi`##)DJq?=~!EqhzqyjntytAg$(< zr43b;S8pO%lF70*HdEdA>_Nny+%^QC{8GPh>MR!+EZj0V(-RQgMq<$QDJ*NxFi1xi zg&58x(-_(y{1*8>DoL!*-0_Z>{`Ig*>`>iH2c|l?Qnq^oz?Ag-@Q(IC(#lwLDIUeO zaYlOFBW~t*CABN^BRt0h_sCz8+J-AGQ6I>k^AwM#(GK_GS~Vtq+WKklxWT98i%ti$ z2eqK{O_|c~g-=sfY4bbY;?lF8Zemn6AxlMzdako`3Te6AHT^7-@hU(U@MnLw#4+2c z;F5d&>>xi^(mF?mOYiwVW6RrN1|7g^k#3+N=mffM@5VpzUm1$q%mX09iEYK<5uYba zWr%G%V%@&z_UMHY(8fotKY1eL88M5MW)xH0WktvAUH<#i%hh48h0#IZHSmsT{TBG$ zxT3CzvdE_*6JkX+;$c+(_qbx-N0TqLHK`{NX;AG+K&n{Iv&h{|7y(cxfU_F885K@1 z|4b<(jxK8TKG6izf*7E#J^)SJtYlg=B^n3m%X+EaVvbB7U!F}R`{X#76tSR|TZO;8 zL4h}9H{9>PW0ArHkBn`3gf32mChT|HsrzrG~hP{x=hFo#Q7)oqMvdrcJ~sC>kX%5RXFb7PLDCYsjn z^>AIYZdj@&&Js6oze`KBVD$DY@bK#s5DTh(z;VYd(l%si^8-kEeNU7Bg~ z0eE!>zj}2mabDd?^UU}o1_tCF{}J9hl{X>FB5bX0RRYtV+V-lNNadDwnJCE^140={ z_(Sd04;5x`pAx;f1LTk_fMT`!v9Y8qC%^<9$8aalXVljC}p?^CnSSl41>c9B0;4)#m-!8oHIZ zX6hMd;f@;zENM>VHB5P@{CGJTmu$EHj15+^px0R3t5&qMf_)b3j?;6Uw3e4xG^kG@ zE=aTXcHIaUz7GC3Pl9)6GPx~5{c;d0Z}@9lFPQJUFGeerD1YGQ2F#D>(P%X0R=7g1OxJxm+BBHK16;oAcr)Obpv z{94+@=9kadd08a_osMv_Zo1)Z7x+dpJ1C;ttPG07990&j&D2Q-pRCb;> z>>g${4WRkl6}Dnbex?BhTm4kDECyAloG-FE7X?lm7@n*e?t{UMJxA0=_eq=>3rG{V z*_4RQU)t;|P^tRE8-n(Vyk6WN2emv7IXT zwh7t^H@!JKCg_sy)hJ|{`hZ)-)R|+j*C3Z5kjoStagvjN#x~y+0>5=GZ!COA;3CquS}OnmsjX?6dS*YQ|}f zIliZwnm(tbV0+NPH2-2|=?8suhHq+%$rrh@*lP9L=sez&sZ~#OS*(BW;crGE3JVcH?Jy4d*;x(s*(Ybe^}h6p{GSN69PCp_66m4 zP&FHetW1O&oE~xCVHk=ci?@`bBBo>07}W z3?0f3r9#1I&Y+)HhI_av`KAWxl(K_td5qQ8!_*boU5W~cB-v;gr_YY2Dm&8y(v#ON z%7@yeQzPuHwcnL1**FeYcv_=_@F7zj)aH6?foRO#?8az}_eAc}KF!MbqbplVl{`gtIcyXI zx2M?aD9j^k*cP2UFM_fya#nAQE_O$S*p3--zvuQAmmt8P;{Ub!;p$xvV`X2xyu5$t z?iV23)DpI=1NzX91vE5==JQt9Ww@p+b}Q=oDF;%=m>xs#+sW1SM+eMO+$fN9&RWJ~ zg#f`fWLA6J=nNYH%(DQo!)7ASg}IQZmXNi5E;Y({(rJmL2H5|^lAeWWmx4P%PB_8? zlw~7-Yq{{jO{EVjvvFA~s&!-gDKRjuXf=8-1i5G~yw%W+AYL!#?M*r8A{m(8*$ucJ znqbnv>kjAR$!*Bnj|;%eexL@L9H_TB{*MFvfI$?U_MBN(G0Vng?YW9(#=#hMfm%e# zOCMBaf{z&Aw(Xmf7j)-k*y9fCBWgYuDiw^#=e5ogaQPSV0_k+>4*-|R*?kKI4{3>yX0V_uaDHb`jl~7m8*1H zOl}$IzzhQ4AfIlzDrV-sUPexR=D8(JwWYCzj>@s);}u}jwIe+7l`lcg;9_j)rdY6 zuqWY^j@0q)*>-REb4+|CsrkHC)ZXfEPJ()ZuCc?$3flq|wJ}w{kR*!TZUi@=MW4+pjGUr2%Rr;ei3Pn($kmo8*=53I( zW?!hu`!ZCZyLV=z3tjY#{j4sw;&gkVB_e;tFm`YWlRO%!t`@AZFLO;}$!EhNaS1L; z-JX_(W<{tA{{M!MIsiy zuRv%PiEzVF4?feB3@*2Z{g-=}Lj*U*#*I-Vt%GOK@()X!%DDbGc*Zw#63hWxY7A2d zoqr9H6_=>-Oef_Nc$3TWumqI1e594x91jeZ7UP(^h0Q5g+6WJ37k7~rc{#|A4?rDj zq(!k6yN+8<82ZWubaqumUF*H>6%`k>4h0|Q7gJ=69W3Goe9nwx7!!I)d0=r&+MZFt z*+=}m8Mf}pEJKe#9EYKz@f5kPQi)0~(|nUtE9{g=x_8J%jI0zGpPY+3F>-+la-8n? z`>_F)5$Eu;{%acFJOEWa@PQjCVy)5k$pn!SVKdzK=j_F|PFU|S*yu~wTV_MXdvCM8 zgo}7mNy|n$eAx@Lobf?KU5NmY8b~wPP~@OPPxCFT?x87Lh@1O&&ah+Pik8}>zN$3l zyi1<@*ac4RLIM)5-3=g`z7!C>{#(iV$oo+^0Big{MHZupVkUy@!*E7S>}x0!j(bq2 z$$ZVP1H2kA2)D=dL+|iwcztPF#N4CjsakNE7*)AW@M~A@@Sk{tV`QUeUAh#HNRWqT z@jFxf{*`=nJRi*Wf9l|S*?MIQeo4YT#6Heyw+daO zr^#WYRe3FhxjIMtLr4kL=TKeWcHPcTB?X4tPJQb(V|=I+I;#F;iuN|vvhyF8Ki+Jy z3w@awW&>)uT}IW9n}ZW0{2GEv=I?Lx98MhcJ_nKW#FveOd46qKnZOPKw>J0cm)VOe zPIxr~1I4D0(c`R|S)W!l^@ZaT(Umd!YVCm-hm$|<S)3z?r>l@w#LpKeiJ_@nn@sl;u9yza8b~XTLKcym%&VDL?sz1XOLE3>0D*g5i(| zKY0FRtjf#?DGXnE+;UnVfZvwBFJ5je^7&-AsoXXY-kXq#k>h7gXlhaUK;3d{`e54 z0ld3Ugdki7IF2(weNAbt2{AURsMw8~XP0meT~I{wHv@0B9`4`&Z$shz*9C8ylts)b z))&r6p8C<7y=Z>FP*z-PeZ=kjOoxPMhdhzXBl(p=KRU9)t~u*yO}ooO)9OJ!xqC`G z;cJ8EXW8z5^ea#%Z1H204O6c7jqxrpG{3D)muVJA$v}8CPs+g2GoUr#uW{4yk+*Sl zk`I3HGQ6VY?MRERuo+B>^}U-;rl;3vjJdH)&`J+B9Mz15y^~G;8EOf%2+Q_c2D@nF ziqyV{4oIE?z*h`i=9Z^I-7GI2WD4r9^VuMmZ$RsJX^Z@=N6Zp5u0nMNe}dFOoB&9eRuKU~PvfgZ=_26Kix$%og$=so1^s{TeFnTl7n z$P>3@@Gy*2JbO_5+WB`R`Xs%YS;*ur) zekZnuN*YRmVKYFh$q@`Yk4*#Qr9sh2Hzd`Z%wz-Wjs6EeRr=xEa^T;BjOoa%6fiM{ z*8sjT7vLMqlY=~Q_6!SXr3eGIr*M>Bu-A1J;>E`{M| z4ZK`}7y8WDP8Ip1cU%TzkjBX~hC!AdO>677z{%#gEbyzx9DK<) zuD2%%6dXT*Ya?1vm{(=GArOtPSR9)xOFPv~QYgSNhwA4E>Di&9U4+-;!P?)BCeujw z=~pplqhhDln)6POSqgoDyN5h$Oe}2MbjqGmCEgrF{glm+X%D?DAZoXC_-L z8&#hQ6*hnycoD2jUqB2U3=l>&z*MZ7D+c6}7x#&Cz|ai*aK2ldplrLCuKn)gdQm_} ziuOe?jxIT6;)V~%LpBifS`Q5qbqRl!(rs;9TMGOl{^KDUjmnpNZ$^ZkOR(t}!*%Bf zV7?9{1NqSvG7rfO4*40Fz!Qp1HC^BVj;$Gtax()tlMftiF^nneS~&zY!Ek zD0@fJ`5;S!(U(K#uBCk51`{OdjKR?=^R;ZAW2oE4y-)g4f>Fy4#>JQ&zre+?b-8f5 zV6(hgL-MHb=lAxEvEDUwK}Vm+ynLnD|p!$*C!eUAA6AT3hIFjq6jEI-uSoAT&=(7sg0o&~6@)ly>=7y(*oBgcNAb0EV- zL$5m@ls9IX&IP>f1OvU|1QTQ`5;N)(AlktiGlhb^u-*pe&dx(dvIw{zuOh5Z;Iz7* zPHSm8=_+AG8sZnTC6i-QZTt6 z6o~-Ku?_mdcOuV!u~ppGBgAijHd*Uz{@*B%@B?5+dXctu;;`cBu#@_9VDfsONNO)? z+mOdVt{LAD08Pc1TTOy=oSlX&w~i~^vi`OfPx;-Nry4_1Xn8OWGT)lNx}x5lwSRL8 zrr%{7a02&|`=fgD5gALbn`tJ-5kUHs#1{+3dYg&G|JUpNUX+6FrXS`|B(5(%Tq~?F zpN*X)aNSFLEKM)%Qj}fSx*Z>SK#_qB{NNgH=}YMth^DDmbKF|2{sKi_b0+#YeAZ~40CMe z=%dZ$karHoa`nflTyMo$eT4a;jnK4S8o(3|M&SQA5x-U@qS8R$e?SX(q$uFs>%(I1 zO)mwRo?XSMnfn_d#XFNFt9QNIWe5(f+^%!xoj6EASEsh!JD}My{9pt`=++8`S;hms z^>P&rFmO8-2m`~#Rm4+9M66Yg2>15y-Lk>>#E;eWdxYKv zc&hvBsMU5^vlJoOD~Yltcqxst`mMyc7|I5?tA815fg#N)ok7e^VnM}Vc)f= z{xd+A=6n+X)2Iqqlqc@>P_NI~Bi*p8405e!@)K9uGD zaYk|PC})pO@Tu<>JlC0N?uv~toep_W-K(K3@B)$Q-8z42WoCKV)+4#Zu7JmXY*y2_ zabSrk4`K*Z)d>DCO1Y={j@4AG47(sArHmFYa#5JZS2gr0{1>k)V6n=g^ucHPt5E0k zQw=BCDdl>6&nY~U6%bZbC}q=trrHwo#=)$%+z$uB#7v6NG=BH-N^=>r2FL!W^8Y|h0q1Rc;mKx~ z8qsb`&X>EfKWw?4j`iksayB$EDwZ`+dZ=_7h-uEQSt5F-Po=ZrzXq_|0kS21?ou`F zeGuACu|jVZf8?q5DeQ54RryefA35)p0XU(&NuVPXZf;<*ToE%P6FZVET~I+vhFz$~ z*_3%l?I{oIIr=|FM!sQJ&^4|7_#VD+q{Ph^ecoV9aEQY%aD5!JwH)zob%w@!(v}7- z5GcwdnVh1=l61p~s*r0emI}D?JyJ}WI?R|z9cWq(%R_P19`*E?tz6$^h=<G|G8=PVhKeg*iuv>E-FHvUy@G=f(yP!+qn#+$(Qx+5G1EtqIh& zBF5gqV@Bs?@qQv z`wx!=089_qZMN6wviueHJGcwE$L7@Y0YUaIBi@nl7 z{EEO;%uGV`pI^kUn~O#Gn=Gp*`snsh-XoMR6(yOz@|q3syZ?HafwO9qeFtyyX=xXS zKhYMQo6bZ_rS$Ut?__-X5Efoe`C)2 zXFJdfIqB4MdT|Wtv3Q0+)fn?@i7!{>!WKgpH1G#4O!Nb97{I3k&X)|`An>mL%}+#s z4?29#r6n)>g04hG4_%3Wb=vf~4)Ps`R_Nh?*ZXMo;_*OHmh$osyA4d+&72@1&yC1G z-u%-94Go1NIu873B02V|06nB$gXKA~q2I;Bt^YjZnaa1hv*1m$Od$!Oh=shVE~c#R z4s;Y5mfz|9Ts=zzY8!V)q9S&k{m?2jrevn}!)G5pdlUe6<%_qomhlIn-8@cjDa#ax zzK$;pd5G?c5rNoD&&0@;OvZDl4)dE%oksKYfxty|xRbZL1RYVKpR0~1aE9-iaw--% zyoS1pzZ1zUbGKeILe6Phvj{z?3H2a5ubOKg5?wNFl&qxa%B{6|&HqHlf{1Lt)c_(L&5o!P5a4Hu(^F{n z&95>e1Q274q6FAQu zlnMrb0Y>|f5#24GjM*${+AKM@_F{wImFJ)sBDNpun7FezJ+xk6)OKE6a)!g8iyp$; z)uU2^fTRTR?V!H}?Yi%dl7l&;I3)nDCBe)0=nFm;=y2LyKtS|AkQ6TS{O;gS?grM* zBeVcSy*qa2*B?7FJ10N2#wu163W9;tgRLGs(y}Z{ptj8^7o>VNP%2qI_fLg_Z^i)!PIc=dM^@#8U{|i#e@Lq`UoLhZ)oa0K_FAB}28Ne*^JC z?Ntd-_Y2fTymg`!cu*l4XZ=*664gH$5C22GyGl{Cz?~F^7HL4yL@jpvlv)RY`Y&k5 zxaS%rMf}%2kGn^0taEt3-x`tv&V>3-APz|YafBPX#Q&}t{%{5%{qAy6WgNey#d7BH zw8ad?o!XYA$H2)B_FG~{j~6D{3t*|KuOLgehUY-Rcc9{K_XxO(lmoKm5eCx>eB9t# zLf`>2Js|vP9uoc#7omp*bYYEMWhMTsVt{oTnT3k&Z@Gg0a1+oUewZi0^#_LmYaQaS zUg{^-y6|^}j-4lmXCzaTL?_oQ9BpMIx8#fWUK(s^%y1y~eH%CPK-M`VXUzCgGxcRf zcjz|P0#~o7P3W9iQo)*Y8!41~2P)TEHvGfy)iNQFLN)aH&IH+}s>tEyW-JZLK7Avd z9*_OERck3@hi8HYq$!dR zOs6LB0!utke!F*J9rD-}Ab~Vq@0p*Kb$gWBwME<5KbmSEGh+E_sj^nwagWpQL(wu+G5Lxz z6$;pANhkMt;O!`Lnl#LON=$XGc?{4JX5IxEJM43ffDZnVFh=$*G+~99hd3{^Jb4TT z`PazzZoXglz``W|iOK*RU#Q-O!p>e>>j)6{i6nq$}3N61u2x zP^NZ(9bq%d5mL}xMdX7KgtQZSYexrT%TBu}kpB&8U`<(7y8FSr`(xaCs&|ff{3rHo zN<63AWt*C^jIJRYbq^=10OCJMqI;O^PU<>==?U#IO|eSfG67amS1=82Sb#PZ|1b@G zx|-nk7mn*Fl6~qmo7jDanit}96~?XlZQpAG71yI(?UZ-4PdCAi>@0iVwyxBk1ut4a zJ9ZO85t4Deok0NI*hZ33Mg?TwR4cASZUVSFElXR5T%wW9d?MG)XzS?3^O~k@!%i{xa6*A z^OXao8OIG4)0gKOrvfv>TTFOHj@P_Fd!oMsg;B9CNWk6fIZeQl2zp!w$A(PjjQz6b z#2Tg*(!|Vprsfh9=BA*?@C4I_Yo$FPR#1agoYHU4zaHFnVD!U#62inZ&!3_PV|B&D zLyi;NSS#-Z)Vl-L@cM#R0K9oPq5=I3;COokqdBNmI?9On0r+wg_~OGO>N^P33HE=z znt;Eo3=N!dralI0tLL?+*o|2+t%Yk zls+E=&X-|I;{X-y&FcxYR$7}}A*gWS^m|#T%S5`-Ed<4~B?Q4?6qHhDH5n2^_1y;! z%pCSB|JNO?fL#n-s?&OjkJ0Y zjxb`QtwdA&tQK?Pg0rJv6+UGlU+W$tuufU9GC3L1WTOjeT?CNZFBXz|$&JFQ1QGuq zZC@Q0Rk!y2*g;7#-3o#~ad8U%)Mss`KUfoeS9qVwZG1d5yUuYY0SwJd< zJ_IYjf}IJq1w5iEhA(0=edCkMi0TVc?%i3W=N>~X&${ztDb-B1;wbqhkuB63szWg! zP8~}BRi{BS>zuzWN=uk>qYX!Pp4*WJ2QNLlZj4cUS~K#LPx9+yo@PT7EN80U_qOi! zHUtID_B^;h>6y>%(7V4>e1oQa>tnqu+kRR24bCvOrq>tXi)|W&7EZovjXDI_!&2-U z=TgfuwkaRe8V?k-J$klG*UU#-o|T(O-m4wU`eGqtlt7asmcB4DPPrX>DvNp4ncxzb z{A&-|ChvoFf-JHs+K8dN`yu|1da%s;!jb)6pfS})QzJN`%j{B<@sm{dIA~|4f9}#$ z7z3)zN;~UGlIIiMi;h_~)s)zKI!P9Eio~PVpoJkYWjaj0eL|0lgeyD-{+-^X)s%v} zZ#_;H1J&M41dqZ=DEy_D)WbP0nN|pnI_0SMG#cV!6FkaW6*N4WPzzCounoH5kq6rO$pa)54Jvj=0-^~CfG7L5IF`sIF&+VSzu>97A%LH(Do z%HeCOAaj`*%P97)%_8%~b05m0T7(dKZD%$!y?F>hl^YNewS#V0N3p^`->I_6Puwgv zPFXaMO`Uy?$kF%!EWHO;25r2O_{hvqt0}tf#PGZufoT$tJHj7706rT~ z2>C|55AJdLt=6})62cNhKK$v!zyq6m_Z%!Nq@p1 z(3SExp6%4!2oTgIRI{OT2|w1LK#{s35cZ?|_&$n_ripff!V#_j4^brV6Z}@!;%*h?6x&K#n7{l>9^I z`OyUFM`_AWFUp^iO=UxI)XS!fbBpJ+#ZU&%b%S;9w(4LWw%wJf!bsMAWQ4p~lKH`A z(e%N)2R*I2EuxGI4i24reC?=2xDj15$j6`9!GWeqk-w5rBr=xw`3X9|4=+V6fAP=U z!0*Vw@`(JQyEC=$?~a~UO9$T=>-l-BzWU5_z0M!iulx5GH*Wn-tv_$W^{DE9*ROa(2%fmV0ej(7f1GRFY0ZNzn z_lobY-MtnsB<#P7-&z zXRdT93fy`y|1Zbhk5u}?3|S6=K2&}NsdBcjFWDC-%t$$z6XVWQ~dSkS~?4cnPVMDXM6Y=5`_@HV+HZo=g&T( zig=rnSeBLLhGTar*-b+P&tAy7uhRRPS7{kCE~AX*wntWJX@*6!DwV9ri>qBv{}P;+ zy8j{;v>&Q`H5SD}%5vrI#&SeE{NT~-$iZOA#;D|Ml)3TQO_jvEDk}^bg02Y@n&^6- z0%RYfbj@n%tM$9*jhL+5ZZ}C*R)ssX-r?Q0Q1e0y8@tyV2XdPV8*2Jo?+D|JpZo>kZL$kCQjye(Ndi+#(Uo4)=GT|vLKXW&!?p{Jo! zM(J|)Lg1MmM6uCj-6*ZN*`)b{ix)+jPmjFq#p0*fZQO{#DSDNGcjZM z?e%P8DBmLBlYm&z27uy|Lv#?E^@W_k)n z9aVN#5{($tO*V(;a9A%Q_#(v{$me(&3()evrU^FGpI<#(t6EI!KOb|DYQb)|xORvj zid3)~n||E!N?3}SUhoq1(K*+=rsbG#*s8vnA`KLC;|P94W4ex-nm5nF&8&7{rgF+vgR76}zsxJN?}geA%}ljmtW~gAW(TV7fiiiGf@aW z7=J#@6aS|W7>^mwd*0PVppZ``H}si2e9_*3y!^G1Y|X%{ zX4)ZHl7p+51Fs~S^5wLU6V+bB4E{%=f1lT@9%B6IuqJi>mV_7 z_~(J=r0HWZUT~z6`?C%LHf!aLiA}b})S-9c0TY(KhyvR;u|CBxy~%SU3+Vbs$eN+V zHzE*kX58oBPvkR|wu~q^q0=q-_ig=oW{IV94dCso0$Mg zQIqHciv{-$9Pr8gJKair|K0lvIB+e}ED46ebptZ$rk4=5yNO?ARkS1HyK=wku!o1v z%;>&L=8kx2z%#nYs5hkA@Km{qcN>wl;)VllY;4rgOfjwIJkU0|D(K+5_4GZxi5-Ud z`Y|)7#38oe2&*?su6z_{k)a*F+IqNyGt*wAnB?_?w{@}sc2EeFN>dq7nvd8jLZ}dV z57n|egT?S1pZbu6#$8&i6dS>kx_xV9&&{oI%5Sy5+l=W9D$EJOrp?4q!8QCZ5U;}G zyE~peatDEmSX^o5GB@XT$}#R;7bKq6LO)9m?wENnDKk;C-ELj4AaypGo`W0o)r*=Y zP0UVwsPd%Dn8sb1*|F?iFj`6xVfl~6`55!WD9a2v_S`fO>_)YNrjV?5Be!lV?RS3b z5|4dKsxZPXlwhhOOOQHx; zd?}(>`>@5V*qMidlaQxRt-pS4dHd3qZgh%QiAc9@f@`-u+px&IXrwaX^cJYyyh9r08u`i5 zNlVtN9r-VFKOr`%f>bQ*P=9kN>hbPSjCqNmo^%=b0G{O0USxI~Hj)Gr97SWpbDvbZ`|Y~ULj zqdg{a(!4pAC>bx#U=X1}6^q#q#of3Dwbikz7ZQayVT)}+uM+y?32djBCTM6IQKmE! zbPM)t)OVq*zA8NY@=C>E)VYhePE`vDuWdjc8 z)|W1rVH(q2-V`;c>5mMb$lX);P&fERZewgxOB-1kZgOadXR<&IROObr+r$d5805|~ z8BtjB=Px+==lU{A3Q8Rn*)s7|pLZ>Cu?eUQ^>vMNuQfyvVztg)l&Y6vj-6XIu@o}d z%e*c?0A;F8q_feE8z{fIc_131USX?!ad`DHv=}OJ5qtR@J|`lxppUAjuLQ#dXDuwaZGv>AOb-Az!k*Idt>PWS_h35NEp4~Ur2(H%46nfKu#-1pW=F^M z_(@Ej)!>q|3o;sXJ+1y-)!BHl8o(iiGzeMxaf$v`+0dp0B5Qo)} zB|YML;x4x2=lS?)8An$>wx>PZ% z!@YAS%BfjM8o^;vZozEmHeN(r$2a>PeQs6s@*r>66*hXTM)sDwwc7eT?v+m7=dd2P zyCX;%1nA}tv;wNlVUhwgAX#XySiZAR%J`nNyY&9X1l6PY-SZG$>s$8bu*%US_%ZKI z;alNexgWT{U)$^AvfTWFv&YmiKDX?7k^BBhcax`Zb(W)su~q%v+JtEk4M zdN>bK6mWrGE8dX_>{`3RjJm=&>9!HCnRzW6J=jocfFbSX*YFE8W{S|{b63!Tg zOgA1YLqilYlzOrCIX+zx^kvVw?|p%;%zda99cMx6+Y?@|+(L$o7T&`Lu_7vqpQ*f8 za+Pb3jruoZ0k`IWWNJnp#50!4G14ROTT07L^RpoQyF-=+&}KvL1rRH+W0+N4V_w7TPlT+6% zRyu|$xY}3hUtZF{6x_JERJt!6WRRsv5EIV zU!TFAR7OahsH)GVMp6Bh*d!k~6$>`loFontTunB9;2Z_t!KtRWK(ch6_~bv5CIPAu zgW#gQxdxSazs*UfCIOAbH=&XVjgFSw{uya2HMOCE5^3l@pCHmZo;t-7OHJ$U-)3BC zm^T2bx~|%(;x|rotKgnM`1@YF2Q=~@6O4`f_=D;CR#^F*kuu%mYpm;4XkIL>qUl@# z`*Z|TO7~@S*N^I_4R3j-=D@fxyYrfA*mlT;vKi#5>!Uc{#rK`vI`Cal2sOuBF{1Yb+p&(FyL?7Bgl*r^9nbV!-K8}8AQl}_N)6Y2yH+u` z_?-uqD-VoSDMPU~wy7VF?;+NhJZ;M1garQ?-i1~V=v?-53`&^S0fF1EBCY4awU$_R z%f*O(rYFJm)Tl8ZRK+SVmYs9s6Yfk{dqtJJipEx4=7;kUTgkaCf8`t#eQ15lx(8*a zH`y=3qf&4mO_2)QQAkm(prmb*^=plL^1j_{l*K;E_WhO(6m?;Eij*PDbWK_?a6zcs zwEbUIh-L_X+z}QjUaJauK5n<;^k%%`L+2cxEkjA8L0(?<4Rnn5U;`G7NBM0lN+Hg| z!llbkc|T>{qZ?C3ECjSr)OPt4j}U2Kyhm`NH@`Ms@!nd~;LzlwJitG}FE| zC%pKdFNBb5UgNc!2Ps1BpikF*0CWpfFS`tMr}**V^3XL+o~N%+wg5X6vi63qai#3JeaC`?k##i53ERG&0c__wwI~5lDbW&jvi8jt160}yk*~PP; z4(?}*jOKb{YN<@=4ckA^nAzD^j(Co--27V9S$aT6S(mA5GNVVc?nsPwUisz(3b}R) z7jKgJ^WjIu*PhP8KVO9X*aL7&m$xJx2uZjC za64o8tsJVHnB(x#qTgx_&HQCiHUCj)hUJaf=@p4_8+_= zCz>Q1kK_<{*os!dkj*kRc{bB6!Lt#&wI}Y_>C_X0KV5mz=*s({Bo8H-UcL9FX_`H5 zx4I7j1QCJYM{QuVarK%Cdj(x_hkU3Y_|PmVhqrKSUtdzZCJ+K`faqq+E;+3SlDCSL zLT_RRch#5pXn`xL4PYZ(lMM}1nZX>hkoLBh8uH;oV&(X1Yfs4XdjH4k+t8l! zHL4xM1a|zq!V@ex@7iru4jLo6F1_0}GKYucP{)_hCi#8?T{3q^MgQ zaoL;sls7q@umsx~2G%=;L_-MM04_1qKB*R!UB|m~F#G@!H^qnFlY)^COS% zZ3}eepc5INqn67FZjx;VM>*tp(II0N=K;4=EAmnu-I~~W%Wk@5i--?xmgA~h-6^$E zq{RTUMpJ+1(g^JqbJPsRpuOd;B%WC7gq+@zlp5IwHD}x7yu7c3^KSo7QRO>(wo3D6 z`qE8%Iph_bYUis=sQ3!z#}mFs^0@2Jp`szsP<127sO2?+BxUT|I$Ee)U6gVNqWOO6 zyu$Q~5k;xu%1|US)~64vn|RD(=6YL?d-C;5MrL6JHmW{Gy1U8;Onb*# z>ummNb2%nRMX0Sn08|;xMu3Xy@WNH+H(F%>@qjT=09;;8^0f$O}w}?v??q}P{C~3TCd|7ZrY|U4upy&o7RP*IFZz$o_v5WO9dKUN`j~wKD83ug| znCA+0zhK~Y&E$r*zl}#6Xq70l>zf~oGXXk`zT#nh%IA`W<*STTN@_)j2LU0jB$M-q zwFhe*n=ke0C1|?(lsc+6vT32@#BsN^*ZZeR`s_cuQ#PDdjzBWI$pBT zAH}o1Mbe6dPu^zIp$Q$U4U9s8kyvL}*yqGc;LRIff**_e^PzUEk%)nOGva{K8l>T$ z7b%FNZg0Hi+{vVr4(tLc(~i`_U!TOZ2BbjBc~Nr*BTiTbB$#u<2cy0nx_F@@AEs&< z@lcnC04j3Ho0*&bLc+jUNVx%0w_4z%wM|j(uwuI{Oh97+Ot+=Q#4^}3L;4Nv)p^Py@lcSJ3M6p>D%9A-gv z3{tK_QE*|O%)qb$XF@XAu>0wQ<|Yy`E!#0=Zb>qC=+r~TP@=!lv6?H|!B%;srY1XHq z7(Zj5#QHh(j~X!Aw$n*U?t1)P!@b;MWAh%z_+{;Sv6g?O#BxAd`CAD89?HY#emuS> zbZy8YGL5U=beVCXmCoQ+)@2S8#f?`OgE%z#Ey3|#x$N!lgrn7R^t&xZFY5GKz+z9Y z^ab)HGp@Ok+v=6GjCnb0dG!bh?$i0<*LmWU5kpN!@wKPZ(&-kLZ|z=F*R6L9m~S>X z%MP@Q8x15J7imo+AAfpFxVgpq&E5LdCnr6p*H13#Q>q`R_ZzUy4~ZK51DpB>E#`J~ zBcqdBM)y7XZsF=%0v8o(n>&btkEXfb0!{-a`dMX{oT(^!j!!Zs=a*n5=3x;w&W}oX z&txHmL_T)L%k~#M!+~or=1d#7PJ~Qv`DYi5YAU*lCV7vA$k92Kkq9jw(JV`@3ASy{h|c(d06GVbhN#P-;;pf)rS~P0_cm?uamW=c0K0Ozi_VN zq6znTo;6eUv@?`$8uc5=8VtxviE}v)l`-#uJX0S?6ml5LJ3#;-wZ^#ij$J}Msputsj^h)xRR4}Xb(vbt_*FtG3a$0x6NyIh zH8^vLjz3h5(;@f|Y^*Py;s=jcMWk^EW;EwM<_e1lx2m$qR@zPrvYlq_s=Nv8dA0!Q!Q+JpW`D9H}c$%c^z8=t_Vp_#W7>yyl z&fk^Uif(Rd0CSF^jH$pmo^**~a4>B{i0uKCPGce6l3Olkoi2j7_by zw}Aj3dHKCv+Ogzj-6L|6PR%Zv{36tymr!#3$-)h$GrY)B=Akff>zHg8*M<>%vgO&W z8;!02@q14wTLq!+>36X~z$;<|Jm4(>Y06Gm62_``pTINu7e%TFdvY4^#tCl3R$H>+O^We3cC!#{T z40w%7Z~w-$aF8|OS^z|Ao`=G<;16CHwZdeTa4I1k_Ry_WJzp*(?A(IG2(`%1>tR9` zB9Ks)=L!5g~r|NnHXUc`@@QyMwgvzU&7Qbp-5tC z9~(?(ySFV}C2SnHc0R}$hwg=Af5T*-u4-s~GDdZj&R7mcP3Tl^eBnsNhgb)>>*Z+# z!=~mN=6*|iCWb$GVQPET0^>XN{uPIwW;;ULUrVJ|8ofG}_6+L{S;Xk84w^5nmmf$T z`QpZr#udC9QbK|i-<++8zAn#d(E69NT{gzf)^m{3KKPPN@3v4NB%`TqTV(mpr$zE> z+cHgT89X4aP_naEB!3?6XR&0p%#M6@SC%)8y?oRJxh)O}6GWs7(LE+-Qp|Ux9MS&Z{{7Zt5h?X5n!* zYp_fC35P5s9gP3Z%%fz9e9e0JPFmuUfsLs_m_rdMRg+gO_;B{~A}ZTs*`bMQnxhhR z=*SmjUyX{sXSQ%WA7j+U^N^m_NhIQah{mR#-3wtFqi``@LcL%n_Un4ii&6=nHMAA7 zF>*beQ4LJfE4UBl;IA>3Za0pj(&91CbNiC6p0Oc-0LAO zy_S1Eg4k+f_S!c`92ozQr$`18_o&dL&=+Fb$Y$KD9EEHS&YoXPgD`&C_YVqf_bU7= z_?hs4LV!>1zH`>J+RE0k{QL4sFIqqXh9pfNVr2uH$oI3whhY4RlNckfku zZ0L-v8bfXAze*W)Cp5oPNSMMSZ{7d&@Erj|vUtv&W*7dXmaF$Yf-~X&!6(>qWb?a5rs#WW*=`sz>8{Q_dSG@(z_} z@f^e1QS>^Ju>o0=@+dfXvID`y6 z@Sv)XgyW`PNc_=sS;vJnuO!;1uvX(pXJ_B1d&a)Bha5a{sDmUiWg_03DKJTl3gx=^{i z76+LFS!NJy^mo}%`}e%z#qRm5vfT6(uTka)>Jy)paC>@_jr!HHZW+!aQ*|s zE5SfO4916_gi|#`*QG3_+~iT*3FM578WT`!T;Tp@#S=yfh1cNgG%8-VrY5h3o(Ue% zA$kB}_$pHtQiptRuuk@k6+2{-p#o(*S#vKDsdz!AK8Cf@?NqLhd$73n=%P+T8WoSy zyhwQpit5~Q{&<;>P0$^BZ>Wl#-$#I;3R%!_N=yCDMt$e4!ZbdBK@JG4UtZ`WQeI1> zqXFrzn_hZz3#{; z@>k@y;FUoQFS6dm9w9{9dNP058e@r{in1VjwZXmBU}qb2%~l=X`Y;ilUE0lH7^ZVSF!gKyTjo7k z@nyCH`_1e!7q47nk~EIq**kTXc<{u<$b-NcUX$>czD?u>BpTa)bE8o39o%h7${@#x znhR5l{*GozTN|WvMR(6-y?jyx6BpFfR?amVwQ+vdUJz~_);3O1m4r|?I_RY3u zsp1usyk-Bp$I9<_w?Jw_bs&0mjtMubFlsjJkJ^6{aQRryBTc)#4)Z(Iml+mOX{8ln z)XysoIJk!;xRilrqVd6{vVlfZUG%E!@z{qT6SaECu~5^IQ2N#`>)yV>v45}@LsNPW zZ3c5Z`@8swkNw9ImGRnRvwHy!BReY5XCiv$4Kp}h`yB0Ra~~^e92C_Xl3tv+?!Ri; zt{ETh@%uskVQDx8ri8eFxvc}1FwQrqC{tgtsnvV5K-Q3nb?6BlV>ZP1qobWOTtq3? zOpUgQ9voSd=wTWb5)ACNico#1vl_m*`fV9SiV{4vQJyO}NzsI#rdUIcdM7ISk+-Sz z=j&&=CRK+MvtX)K3E7_}TjFA!&+pSc3WJU99nHaQy!B3F#w5=7-~r^GlbJB`@`)lX z|3jMo`9gB@2Z>Ox9&8ztKtI`rY<+#E_ri!V`Ur>W)%_dIO=)-i;SI=!u}iN|V^c`R zWm0e4{aP@+kiVs1HFHeFy(Ym2iIGIKhQ&5ZfW!t#(_WiaMt5Gh8a$-{71dX4M1=%J zAYINSO%3}-l>37;S=vkiHk4uIxq)`vn=!J>FOF_xg z3!EiamZ=ly^pBs(C|cm@$@I=)Eu3BEYOeUmQ*PXt z*9tLJ(6g&Jlm{h1PJOOq{{9^fM&pmS6Ry?N&Vcq*~yV%erm={9f=Ek^hK|-}0oy4i+`M>f% zefj$^b;H!lpSxJQG-Y-7tOL2*^ua-ceyZU7O8NjN#=kskztK0EH}9WuCuDHS z8R3Oln_)G-=J)TTZH6I z7af97kpq!Y{FeRb6NP?x9g_Yeb0egF|ArxBe&8^J z?j^Px_;JXz7UzeZ&JQgk(`RGKws#s)Smt3#`8fG?!?AFxWLf|Akh%1OkGqVNPTQJk zI;IQw?{^aPg4p&XCdzxS8ZKT^889oz^5VN*lz$~T$%pZKaj zth4{frQ?ar*SDyW7CT8_<}Qa^r4@mvj`V-!IHnJhC&7COdR>UnW#`ad3R8j=D%`By zSbN$AY@_aB8p4BBDk^>^d2qP|WV!{HCPe&`EOf3<$fEC$dY)wq^{$M6Y^DGEmFkr=_f@LiM#4z=M z(ezU(Bl*)DI@QbE$CP*LmD*Jx9oC*W`T#yyC|{1`7cs9D4tW8RO}jWaS(hO?oWzig z9UllG6nU_$>(aNtq=sf`7ZNskerG^e>xSA6Y`S;`*jyUJBhLb+F)UPBmPM(Yf-nQe zhn=Hb9n$npJSZD91Fw{0fiXmX92~q;kQr*v5!*?8)EYhft7N+L|ZY&nNI2rY_uf@W}bcU zko*a+q}JDbdSDwmfuQg6)&5!0a&4kwQ6dd{^lzY}r`Wsl} zO?IsbJI?eU`;;GOQGY#-<8j6lfl;p^NhG3WMD;+DXy_HJx~;skmwp3%SFxfEg^zC- z;nZrdz!Uoj#Y@?4PPFP&_hHk+7?!DJthPq*r*k${gEjPlD?wLDn#nUXt6RZm^+u(1 zBKit--!_I|EA58Ta!z+uJ(JgUtBA#09D4XD7j9Jii8N%ch^+^dLzFW&!t)QuE|~pK z9J{!DW^_%`8q`cF!YaGf+`_>s%j`A#6Dz7IVf1;c)*Q7hzi_HRp7q-xZE_ltY0Nn@ zR$OytzDO-Z;^h|MzKbtGbSiq0_ki9vvuLyhw$PBISrPP`qJpb zpdrJ3q->2anwssBPJMjrEOvXJBeP_Tp)5giq zQDamR8iX-;SBrCy&o~tLeNduv5bRca4D`yW`S(OpM=7wl7N`2h=~g?D^3+Q^$t4^? znI~Zq^xaB3&8-?5R^}^D86;%{iz1$V`Lx*v4FOEQBU=?HpZZma;DnpCB{lo^%*f9% zKTB@neR1TxDWWR9$kk?`8B>LhON=zk6h#PI4nJkl(Z$}<#lr()Ng{d))cauHh^zM~ zP^3+hLW8KdynB--Kn*dRe4XWKu$;<|~t z8*)sZ1QDH{aCXXb%o*K%%FnykUtl}?G*6nZ> z{cPD}g7>6xqvJ1x-q>wK-pDmtZ5UkbM-(;p$$l_g1dW6nD`Qd=uMCX^v=25H0zaQ1 zqHx)+R?PP;kK(anVZujmi|Cw6iq&Cl&xop}1gx^J+Bfs5<-{}ev#S=fMo90l;O6F) zdBKy`d#rZCFsAw68@qDb4hCe6lnSLNXG^TKX*n1)I$=2tSDRz*4i>dnr`%riNo8Lc zP9om9U9hzax0H>xw4b;^EhlM!;GmcA%H!8wAnF4&=D#|1PYk@I?S+KdghteG{R3iN z)_YMe5&MTLA8vj_aj|&ipETYUF6cacf=w7a{ll&+8?fV45^H9(dn0}4p+U~|ci}^I zdX|=$O0}+XWz%IC?G?p7fYC+V;h&lk5Y+*8UFxPS_QN5{IV0cLObTcB`j-xOsN0}X zCKVeavjS~r;Ax=tJRLvE%meh2FviUWMKk#55nT~4YunL}x7w64OYU(RxpHWbRZ)6t z%1}rr6COoqoTZMR%k?m}2L{&!s-%5pH?)QUk^}wwg2|P1?XQ>PbnZumnYw)OK@-g` zF+f_HB>6KiZ1yP+^~pncqp=oB-_h1sI-|4ij#KnAlv%66F6wagv1^Ej|M=MZk` zZ_`JOe${-@L?cy8Iu+Z|x4tH1NkkGEKg+S%E@IVfP#`cpc>G?1zn7S9-{bnEnupXo zTYs+X94u~!5ul>~XQbykpd&9Sc?MS5*nxIHtY#*ti^G5O*wL5zn=@T&e~z9Or4vgN z>wr$Xj5{+T{$8d|uj1&sC!9)q{oKi=`SQx!=6&P3?qp(FhsDADrKr+0!;%R{&_9vN z2EQQ3-guvoysGPJ+jP&aa3bWnu~h{5H?oIWUys)NO+fhtKJf*7=ytS@k>=I+gcExy z-9rY*rG^ez7@^HFbr|Ir;CNir=W2)+_^1*r0@mvp%^=gn8i9LYsl&rbG8^-#JCKIt zwTvv8k5|@F#R~eY%=NbF7;1!G#WBE9TB_irB&y+GU?M56qHEX3;B$?XTd7CfD8mGOBf}{kzlHj)>g*W4Q z_qQ*Ds)lWeFNv9RR3217NE^*}ul$PvB{*wF%E7`3ISGSf_=1n#tB_$JfTMkk#CA8C z2|q~rGfUCnVZ}HEYIMvXXPhziDrae;m*3sf(7u!-MLp%CV2FYO0P`Q#iZn0Gv~&CsX{~rD=U()2}$?>g^^|joc^>Z-kBE#e7>* zUY>$>haGN{gIAaL@5xmmQ(~+!Sw6t&dU~B)tclp^Bu>HmiR{pf^WA#z?~Er;ZVRi( zf8fJJ>$A(Nodl>=L`+avMJ7x=e||GA;LwHGpByw5%wA5}pR$uWHW&?~qH9_wfab{V zbc#zO8xNha$0pRtn?9e{Ua6;{#R!veL_<653io9BY@nYht)BdvS^&&Awhh5;e=UpaFqV>UjYSfV*7@i@RABS;ZWtn71x@96)o$k2sY+;WZ%NA`ynRz)W+J*q!a)15&w(N z5oJ#BNZy=GwiH@NGoUk5{01eolpdV8Ft*FIUyR+tT+Q!TdAT~^iSg|*Q_0s746$)t z-fMq_k|t^4pcx$}%u*px!h&dojFkw>PUI4^+o;oBMl_7E@k?3luentW>{WI$wCCBL zYrF0mzcETcGBJ--Az zM|g-$cE{l`DD=yhf`xvQX#GO)q&FmHGV1$ABv-a%9R{)qdwx1I>07!-Wp`lPsaIJV zn!Q94I77%&p5m9haksPz1N9{RgxVl#oIX$}ljwiq%AzHLC*0m9Up0HoY_BrpOhekU zm4vQOGw6+W51B~6duGh0{Y-W4%kV9iB|d(IBa+BYj4WIeMhX}BvVYtoaOPN#SHv6c zQZNd!D5)!TdgT%%eJc%@5;Z=!Ic`_%w7rR5Y!x49tXz{bqd9-fZgboxpyqi}0BXWc z7vzI7PKC8z;8a z{GhE|=bWPM{f+nO40^$Cuy#DoBv2npS4RU_#LV8MU4n`c^Ui%F^Rw|AD}3o2Wfq#m zZ8VcUKOq7XRC zFX<#ym+7`F<>u!dHMG;Mk;+hLc!b0!-AgVVbe|Tb_)$?hMK#Fq_!Gjj|4i-y zhf3MvWc)qjvvg(0VhqS!;C}l|l?1N6W2Ll8w34OS3W?=knjBSwGx~R5FSiP1n!|Z)#XEX?$H#6G4^gqTJ`)^f~uEnS*_t2s1wP3J~;BC5Bbi z+9&mJ5tmXdm{EoHM7*c(DFNLU_1Vs%YT17Hl>`3vD<_^*#I0J6tv(9=U~%G>9l2~I zngDj!GU5T!t84sy{kw_Hba?!%GkeVf+_0LbM30YIT$~wC23sUz(EVQZhi|zD;#c&V z?~xanYPMM!m5@URsdJF4&qPq=-goYM=1x!Rm48Wo77p}WUDT!<2&aGdnE2zl{X<&p z?ihc0>H}d?=}E5`=?9ry z+A@=prQ#8&J{tl7jSxMkd4-gBTNik)c}|G`(=_NOQay1FoeY}O;$8Wd*C}w;_{1P& zc{!PvNbA<|pvRK*Qp)oXo&H%bX1cYHdI2IhU?0mTP=spPw^IY==~eIC!9MqC5f)Qo z4dLBnRnxsAALB`kh67DV%4_)J`Z_$xTLZR#-jP1}cPtO{c4p3u#Y&KrY&{Gn2ewo6%4H&cl@O2!4IgM+(q~C$hny5M zdo#bGshDful&v!tjX1uqk_4#0sKbF$siDv8YVHX0rxW?4R9_dvv5pS3*ApS-YdCW# z)-Pa{((6LZ?R?VRi`{_VbH4|J3K|P}HFM&L5FOLC*fhuy9s7{$z8^H+-z{2?HS1oa z&9oOYN^RB19^>h&8J8;1IUuHWM#DlD2@D5DUE$LuIPQxAs*qR8PxdOzn5a%uUmtOgr=rC~c`2{q zK?j_xRJ~p~+A?6X9Hx5SE}CHWd7|9Xz!5lk^I%t#0bbVX9DS}$j)*>K&{W0jMpF4u z*Btwrs*;gXbpUltBRd{+|JAfZedLf!xBJ)@ES0KTCkTwprc77<=OL+7-hfb$9+Up4zHxjTac0KO|wZ`vWylsB3#AV;xchpAtUjp;!Fb(;$%}&JwPwAikV`cL`b3NI1-oc<$ zvuQ(lnlG&|(M$CW$H4wqow9I8^m1w@1@xkV)KrKfnPRvrJw zzW;|D`gbRxRb*q#9}xB|tC-4YVk0@mE%p56Xsz_(>eF~)XH6yJZhlFIP$6I(tJ?w; zCY?+!`St^}RjNlJ%kNl8=9h-n?v;-1{rftCKMv$KUG`@sFj1_n;xMS46nR&*sWm0m zBhtNeXFu^O4oLaH`JGgL=8R)QpVsG^w{Z2EMD!GS2t)oa8me|ImA4#<>~oTFC&biX z6_LSNdhlx+XcUXPgDw%gg%qXZc}Imf20gKx)@izJDxU!r1J%#wB>z+i{rtT&#?@XzfFRcrLTUkJq1Cr+E#=oTHakT#i*aYf}ZDsetGy5L;?1W8I^gU!V8@b9{>{yV2L?w|1A^n z{%@Ip>;I4mNC#vBBL0#I5WC+ezD`X2+d}e*1!Rdn{Utu&J^jS{Z<&BCKqeshZ<&B= ze?zY3X@Q6O|058m@L^}>G`K)>9)kP*;B7SLAo zW%Pog362`C0X}-74`QZ_3oaX}ly)r7i_y?Xup z|JBW72`#tTR7PZWBMfzf<5G4*FEjz-fjn?;4e_YYH_FGyHaEX{F_D!+3$FMea^*i+ zl$H){R22L;4WO<*NxP}mVFHplKeIc{v~7N3eNX#tMD0Ic3V@dg1fDL0n|{Z%E-r+> zBFz_iN&kr*b`j2sl>*5XB1>~>)NFE-xdF9;f}R`em23tQ4!Bd{vueNUhmSo3uT3fx zk)~Rz2S^xcgt7IP*)9SSGp#Ekdts0|sLQi!WEY|r7nD%IO8!5bLAih$pH{ph^BsUo zeR}PHNWWrL&16mlTiC-4;-NE_kRif@RvVX&0{l9_aFE;lFE_8vu)^&T`tUsvb%Gb{myp?{5KjY<9 zcw=8tlCJKuA|vV9-w%i4xjK^Vw!1v(&N0!E%0N2oA1BZ6Ui@b=-@jeLN+?#~WCy13 zLULi~BBn@(ucgR(oC(l7?usF-v49rV1!nMu^;$c;n`$Y=_~;>4qVTRhufsxn7!h>y z#pioO>;T!ow@D{~m_o%A$(cvwj4VE;9_9+P_`lTH35*EOF; z^_ZfuOzT_S+%y76J}Z8Xt0L!Gu-Iv#PmLKLuK$-M_kY;54^_@Sx4+r$vA*-_*lxUR z3h%G<*AJ4I-*m~3%iWM4jF%57#M$%SQP^P*O4n?z(4lxW<{$DCUADtPnaD4 z(waXk+s8c;^NTwZ%F7rDa`$?ICrrcJTiNkR?NMRFIaTtVkZ~hgCT_X zY6^K<YZ3c!P zw6$7Iw{(rBl9=lz$=Syptv3zBu=7G&6IvzmF#xc`tVI6Gnu# zx)hV->JQ!DSj4V=PHXtAmwR|L8E17>vi2ZmV{Eu4Tx@JX+R3S$702@a!pZ*QUouJm zS%L1==jYdM1Uv_V@ENA9 z31|4{9+5I43knWZt`)Yr2gldHA8U|{?H0<2J-lh<<*4WWGc(A%ZaQzLJ>s)x$S;*= zDfcP~477*QJ`N2(N6R)|WD?ppOy*u(o&RbizJevGS<6hGLxkBorprfDn%;A%$9h zF~oA@z0RG{)M#MdDx7_pK-qc$?-;mV7i$5w=%?-wU&HmxE}jp&g{mIfLy`;ujtrpDfRTQ6Zbzf zx57NTm)XixqT|>-Hlgp<;rUEs9{XBRp2!yi2MZ-{`d=J2ml=`8uHR={R7uGJDi0th zP8U{`(u4dC_}y-=!X{G&OF>H(!!qUg+?m^*Ru>ImoX zwVXd4Bl*q+`>xq{_Hk4k50#!VuTn{dxEh44-*1o-sj>I1u5BCHPNr;nfC+u{-$!fy z?@0dt#2Q?Plm54m$KU9`3)1k?g){RGh}%68g=;6&1his9DYe`u0kshosl)&^(nn1X zN-W{GS^JtX-Yw0JO#(tAj`Ygns`zkAAmg2*~9EQe1}Fz;^wc^6@v*Lk-xh{|Z`G z1Mstdz4F^a_~&d5X)G;ZBVYQ5hR46G_Wz-_@UOu8|H4wD_&i!NxyX-} zI*H;C$Z&ap|Ru@7cb~u!$4B&&`Un3bgPCn8udvhyA#3d9sl(^ul4lCol`uo>X z#5`hvgsKj6KLLK5c#k2hQJWNce)x5Dd^0@Q-_5_#RHik zqB(!vK58D8PLKn6t_32&d-H~`qlL9aNY`rQ9Ia)pMf@DC42z}KT)a%K#htl$)@5`Y z69zzv18>K(=2`%65Xs8QnkN&d2syTnV?!4^qq=KE^N|^Qi&0RthhDxQm5|fYjqL2~ zXuD^tKR!!FBM{Qa#OC)`i86o-#a!>lM3n=hdZA{7Es2O14*O~Ev8o-*Hi`oJ-I`w= zc(>9fz9{KwWn#12tPks>?_UIgn`mlEp9Tih2*0xW+|()Mx0ul6-|Ia2LKF5MJIwB{ zi7ep$OWC&a+Fw`%!QbR0fFT%Ya_8T_z5=|Zf4|X5QFj0Y>A(M_$(@dufKcwg-TuI@ z(tsECKO5!;690~^h4-F%6$OonZ?RDhk1xNA zpyC}x%==?vvsO`mmMzXnO0oJ)6r=l5fOAo(<%0tWXecf06yPjsFtt}B$pFO_B{BXlb z*vy(v`K+5YUClHi8R(yxQK)IKuy4A)Xk6+1i^#Yo6`U%lKWmpn;ug;Vvy;KPjY=G~ zTZ=qCS7KYnGI>G*x&2X4?jXx{+(=_-fGlRCI4tNjK5U4k+Lgmr^z&i=M<}oG6=?At z?nsn`w9mb~dHkW5XXK7steZRDlH9+PJpG+R+U-?`Lli+Md7PMW-^t8>9iwRJ+WT(i zc*;Sj3WX&!HLr|yd!87aqCJmbLpIUszcjSHq{G^C$J!xYM%D%gLYGLk6t`{7rfMrp z>y|Uxjt(*$O!u15Rs@!643v*zlXJZT6xCuc@@#9d9Yx1AJQPGNBw`s`go=@z?nhhWpQIm$>RvnyUt0Vh1)33U{ z#x%o-R>%X@{8yUODmEL*`|8N#L|5G_suBGKX3(z;hBlhIqOP_WiamQyvM2pBB%3Ta z)G21#7ks@ha9VRw`5w#DNB#Wc>#6S|N(JBlVbes`QQ~ig!{PkM-I%4kHY<(CVVvk0We-*i%)LH%De5S88icIxUput0tq-i{{mvVgU zJ~gkyqFlvrl7@PtjuCp!cLf^_rRnk-`>wlZ>4RRrK?+>fOh=50QPow2ZEOv$F_B zIntzSvtf?06pp=0wmhcm`W02pmQd{bnyR>f+|r`=Ot|Kabdsug&h_xpMzVT~WE;m8 zB%^EpEkZlKl_IZYGS+)*w90X>XF5ah{g~@3w$-+4Q7yU@TkO5vA&WMDm^F(3qIdHa z+OSSO&c)r(u0Llhx}&3n)zV87xQ3*|Tp#j^3n(95FE;O*)wUQ&-m zO}f(5S1o6|h|>i*NP|72L^&wuA}8wRhikPSuzxMm)x>FNAH?ExY14;N1)sGZjcgB1 z5=X1=L;#hW0<;gagLVNl*Wb7()4Jtp(2o=NTa=8zEs^`St` zHq6rp_ zGHzm~=xMly#_UkR@0^0Lr@k~(x)KASRlk}n`|jsQXV2<6_(wH~{$bPk1aJbTyj&I? z3+IAH7Bh5`$4o|^9VS7)p51I(gt-I1zSJ6!Oj-Pcc@>b03|j8T@ZEaXbxhIys4N z-G1RU_akOrYqdvXkSL_5bieB5l41+#BNW2 zGmK6#H<}HVcWQjcNbY@&Dbfi4U11Pua@g%o)hNL+lRPpyN9#!OW|TXT)T~K3 z(-7Z;4Z3!y@zESViGcfyLJ8!NVP3KY6_N7Cj8W+gNuwGNqgd zc^-c^vkmuxTpws%IUU#JD%<@b>)Is*m56eoCye|7tF)5jC0B zLVdQj_OSG*a2su&kG*rpky~l&Y8+?HmfJXTJ}-w<9?wQ?$VI4wp*Sy##K5?{c3)d?nmU+zN3M1X=_}; z3T@6v76GKJ+I1uFi!h(Fm$i7mvbF6hKK_QA>cfb<#(HYpW(t{PLC&+7hWb9eXxiQr?c88=Gw^xMxhlwhLZsmAdT+RWKM*XuOxx zgw`ldxNA;DZU()zyJs!R*wP_6+iC;SNOgHLaecjUFYHL{#Ml$I;r?)d?5yF}ecQy* z8-uS#Z1UR5YRU|}inplKyEX*Pf2PovnaDBa;|{Mi`bM-n7Whh9Zv8M^7oGFZU5j4v zUb#bFfh_g6QXHH=U$KiCFKsL9H%YD}WN}KPG&H8Y0&KTV1idT#sCr)C9UM(uEb{kz zB8)SbGM^- zU0d8Lh$JmE+`{EZ(=M++@w;9Hlel@VXW4+802eqc|7vqRzN81tW&eK`3m+Hk&X#0b)Hvpq&HFMYd-Uk%+SpLFqC$@@NgXI&84r_P_Bz`;#Dwcpw(2Y{=-_`74MxV zc%LD!-Dbe<6=wE2r(w+>cTc@c+?zNwn||@OoNh&iYKv)=_p+~A9odTX2x_C!OJSeSk>|s%OK8QA zGMaQ3ZLlBbAhj0yju(`Tt4bS({Pq*+H)v%W{HIZ@<9gOQ2rn@m1-R zI!K||R{2=t@xuh%)Gd9J?);6^^&|aLd@ockW*)^^s}eImnC_iPif4p(|BBEd>hznu zRQiOfTh*O@3_nS*We<$$nMre-=tn5TnvzzH>8IEga|h^3WJ z0p#g`Y9R*WZcO!`_Bo1Tp(9QX(68q{O+u6kvuQELM=v};UrUM0Iwnh*bj(E=JoYn- zq~gCs*Uci7C-^)t><2kDU{Twykv7lGmja6UU3MvLyl7Q>c8|(+LPy`u=SwJxaTKB; zJ!d&cw>aHB5<>trvC(#_s>xMt&7pF0+Jh{_a%21WWfLuk`Mv6fac`Oi-et;#@=+^A zW|xD68t=|q;ZBk7jWmqis0so>={{$Q^UVuAVQ zI^wr5>Ftc)4QpU#@+I=p#qWGXbDt|uxfb8r9%)IZf1vru5=3{Zb2^Waq>~|7MSHCz z9A)V1ew)D1GQO38wG7iAJ$l9+ze|FjcLuL3=~5Pz@HC|O9K3@NALJ;AHtN&b;*f3C z^hOMEY)+tB=?4kD?h;_H6l^44<}v|a8xI`I zz_yX?=5d!}eUIwf?3~+N54&yZ6s)LiEKOpo&off)iFq-mOhoM#lfvN;MY?qG_?vq~ zE3-_v+r6~XJZ!Dx=@XZ?o=88-HXm^tx+ij_8==pHV2A^zxp0>BKtB|Ta_>dFA4DB& z%uAGQ3GR45<`Vt@ybCuP-|}ZUs^_e)I$#yzI(zwi;D8!kO21&}znUx#LZ)22R;$n^ zNYp6w5wGzmdn7On>95(eJ;o=ys5OUSvNSoLYEdb%wE`F7d^T@zvDe^&Z7SPs z$}IYI6UIrSD*3~8e5fN!8B0GVOm*;&^L_pzl&hCBTwWD~Z?@Y!_U4iHNH*-eNd6`PuT|e~LExUU^JgTKTMT(YYU{GVZ$9hZn5Yr~GgRXM&I_F4V3cf@SoDbOcgI~8`Y|Sc82SFe` zS5&!be26p0H3L?M_lrRY-RDK33X|Sf$a(J(yRDahC*>y}wzM}NL zsL7iwXgjacdz{w3Nlono{fFCGy#CqcOeO>GUzvvA3wBm7H34@OEe=T~GL2=Ygc-tx zACg3U?&93;{hU>1@BQj!xjF64f-Osm@})%15taO!Oj7WK>`u*wknMIb1bcq9$YWW; z-Dlc<=T&7~Gl5R*;h}%OBO^4-t9$OI>v{iEyU2KD`Ov}djO!E7Si8!uES===9=8n8^ z_Q4dwoUJ&L_b?QKt=lRz`ElmIv72XYbMt)Koi38A_ftP_mkw#2Ur)eV1LsrIutQ_i z4yw%CyqsyFj6hU>{@RJGeWI^7_H&g`AS6EW-8Jax4NTs_htTDQ58S-y838KSl<}*3 zTetBX$)t;o!Z*EEW=P^V=8iePR$6=jw`Vg;PWWh^78e7#ZKLb;m4@r-VhoKEyN`p9gGqokx;!NdvM{-vR(OZu0U>lLU>12aQ@iWbi*HNe~xWE{w23U9BYOI-J?gKxXF78COCclrjl^7e0+>Ty{VVb0z zeZ1s8(08TYBowHB5Zo#XL=hpH^9!s-*Yzs1#GptqnGne8_-$}f)73)qd0fHs<(o4| z=Lg`4sJuB^YK)aev{6Vt{=?eiiUY=Ny|z>xueb#THl`d?%0ekuT@R2Y3a(9 zHIywR&ORSmqD!dUxU&@6v?_@ReiehY6yjV?qJ)8K&+awSbR+v;Kg7@De5o-uG-{Z` z^d_K_Ex6u;V2GX*+2)QQ*KGY2mT$LL)oB9856k>|3xDv4x1V6MnL&+$hy8mu3-$6G z-f=%7LQ#<*yV46b1QTjE`Mi10d^=Yo&e><`aK(XRlL7aaOF(6~ZKVV+uj}eHZr6*b z@J-W{)@n%`C;C*jaxq^BGYmOwbyouWrY^0s9QyZgguFR^RbkToo}16--MGU;WYxzf zs!kDQONmS)ZL6CD2sRXKeXM!uth(>^_G&+}wS{}g*f^K77U5uUg9-0<^B$mF8tok+ z=(lGxUgt(EX7Eak7IXBr`|`Mm&n5Lzr>pf}O?k0;q0fsR)qkY}CsSI>C2a)2l*iuf zD=oNvZBVUloSL~=(_mS&x_^8wtBwvp{Cxe65EqQsBB6oUD>TwT6MJ)9f-UvpPmJKi0kVaDI;kR&sfFxsqjZNjNGpjy7((+Uv?t=ROHrl zwB-~g2IVb6>9;L|C)U{$bIQBC6Ag7WK@!l{uwdCl@Z=0(JXtlc`+y6gFH^bd<1P5> z&g=JxCvt&=ddKSu28A%V>{`Hr?ZckQ)qXaV3pu)nH&M~mm}d%n?yiM#f+b^0;c)^h z_WhJFr<$}ED;6oAKZ>$c6`!d@FJM2$m{rdjrI0?-U#0!J@v{P*?Jd$kCE*2_S_4ub zz(iICZk{qoB|KZCV*Qo7*P80l1k>2QEsyA852Y2b81+D=Y8D}l=?z!qBVVhL#HRzL z*s_IQfh@-qCNAeya+Q-(Te5B+mH2mgY-owHvX{3po(0j=^OOkqNrP^F+a~32i_>v? z*%cU57(OoO`=wDil)Ez0o2O|T*Qp+FcT{)MN;ftD)+IhQ(DR$pwQ0&xMHf>M+SXSN zYRaG;;ShR1Y2K7#QBIF!no>(`e2{Ag5MbfG!H&KPH&%j(y z`NAmgYL}M;Y0F?`;$M@sZ5@H@<4kDMgaZ>_Lt9VCW?OhW50(cqKaR2Z;S!D(f6bIH zL0-E;KzF(pfo{lDUhGFJ}@k_Kbu7ODrL%gc`>qm9t6lgv%SA)z6 zhypBOjdH^^p$1QC`|V>=`>!auO{$Lwa}ZXPfpk znf-^f2f07+(+_>m9aG1n+#BG#FTb@cxb4&;N3{}dkWxcYmX*$8!|{LI`UFwXcYZYM ze>-R=j2DbnXBp$y-YGpa=~QkEhfr$=0T+uAltf-!=QUeHB+6A(uV*t480qYUitPBF zm(Eq6<-dtAwQtG9>w+v2QZ3}aS@2E7*vLLKbb_kozev`wfO&7EQ#f#mU9#K{hZLkA zWho(9r>;G6+X(bXBjxvNy19Gkv$sjp$p#PxCNxj_CbkKi{o)`~O7WEs8Ii$>s|2O3 zCu*>O2&8#D(*QcG|5h_F{|nBlO!TTYjzZ&p)3(a3S)p ze^oy^+WU^;34?!wrgUPAVV=qCszY{i)mYrwv(Y@a$pF zvmH%oTZ%{RwjrZ*9mctd)oHWZZ!Sez1N9=2(JXu`_bMB-%h4*qc2iX}g1&w~HT4}82I}86OBaYr1Lo|ts7W_G%>-l$th%yl zR`sGw-0fRI&UsJMmzW)Wyue9VH}88rN#&H}^n<{osJl))`?_^%85ajcAMxak>CRE$ z4(|=M@QsiCTg5kS4|br&WRzRauAK)4ENneemQMV6xFa~ypZp;Ak4afaUfD0&if24v z{qpg6nM@r5j{99zlh7q-5DXrIE2Th9lIhK3*IK*ThS&!-#I@bbNfi3!-rpQ`i88fa z)e?T=(Ju8}2e1e!x9Vb7upiQ$4#FY4Y#qLn7M5`?LFXkHVtMI6%iu0jNa5^_9lW8V zLv^NFO!X6Y@MPI>CgbMep23^v-E5o#8wT25?qSsw)z7&_lDcfmB^NxcLskdhl5$lB zXk2qtT-@83Z9YPLQE90lVCE&+E7Ua;;f6A!twHIw9~hesE#Lwk9w1vIVL>s;9)z9$ zP{!c&f*V}Fc-Ui{azhaQx_s6|`+T0YY$v}uNE-xGOS7Zu9OcmE&mFolW9a-xq(d_C zP#a!n<`M|*G>I1sM8qcO|Nen@|fC8Zwv*OKuU>T$5<-T9u^X2!XenIYj_RU zkC_!lUS3vDLT3+K5MO*ULW6U(GDCc483N4~j&k)nX?f6C+ef;Y%P)QA-F+jJPV#-itbBuF9&B*YIS35s%dE`VNTkI}& z`;gD!r9gg)I>YAa8!Ecv`8_dUS-R8v`**XVrcyh_foiTzQ)>nE*GAA&yvF+ug+id* zG+$lK#0Z`NmDjLyuiHyJ44^ciD$;lT3FHR8bS|;503FV!=PB@F4UDIMSDM%3zvVlH zHHUW{IHnekh{&aU39mpm;!$&;dvn{LE4K$MljqBVD|yf=8FptUw_mT{;CHJ@_6gLn zT=21Sk=u;s?qK(05q&ai{0C}eqBr&2K9Z^!3S%sH^{ zqB2!1p3ST~!aUMH;lKrgiRdB|m^!$KHERe!JaATZTw+yHyV5U;HA_LpBHpLzj8;U|58@t3AJj>oHgeOhh-s5RV&aZ=zY7vQaqj8jkn}*h+_s%^yy?3T zUT*vV9M6>d7AR@R$c`=&WJk8jJ*<7GAfEREWFJcdE8yL9Tden3NIbZK>95In0p~7$ z+m%zg8fP}+l1=K&dAEyJ7%4`^5N7_XbnhyN)S>Li zZ{ZNzSRK|z!UA$b;cHA4CWmT7#1pgOj1x5_9lOVs*6m}ppm@NW&$ed?ABYKyu{v92 z-N2S%zvy-(`5C$9YHJxL3ph2K%ZzE z-hvIYg;%hk%R44wx}V@YuWK*vEV%XTs+sl-1tvbQIYeET&s@U~KWe`lO86PmZD(_3 zag@QWyju>jZ&6y)No^(#LTJKu)JCsXlv8p|WXtj>rvN*mQhcxn@j8J%aG^*u@`%YL zC@#dJbZbJI;$^jY_7VMgY%f}HXp#q1Nk?wlMI`@Dc)})0NK*E2e1B`s7M?@vVlFu0 z3)k2@VXGlOVvdJfTI#DxL$%69KR-r4={akjZNNJ}YNu?gXPkpD-RNqNT4BK+p!S++1`iuxHk!yx$a}p`6XVC zEAG8AuRK4|z+7FmsqR#GmcsRa)ngCpL9mF&R)M9UC!z|r6(Qp@n*y7-13RHa(_Z7E zBcJqGvfRqbKNkx_M8z64+`ZEV!xI!&(2w01RqroroXPPDCVab1&fELGjWZ2boMjml z_x{8c3fIBmitI!ZO%>a=Oz}#B38SNLe`yLe_M&;H*5`3bpmt#1qP|z~B$0 z)?TFkL2Z^d_YT}3H!DokI4k**r!c+e5~pA35&gBeIJ?}cI8GwBo|DVCo=WB>S!fRV7^wMJe$3eHCS|Gj%-a!d8_!XDk>wGe+qa!N*Na%>3SYZ*<)R?Ja)|9 z@bh6#JVKQv-S3=R;q^*~WW3cXM*~~8;AYabD$S>t%?~T^X&)QXv*_xEs?ugw40+E6 z!#0uF4FVlf>8v>>OvV^9oHyrB&ssSc##ZCnGRiLQv#LYM0|E>K#_j;C29BpOdoP$( zJ$D8_m2KDc^4-RJG!AR|M1|~Z#(Lilr*6tx0?46u_EW9$yw+`S)j*KBjPb^4``ilTdmC5{xZ%Gh-dgfXMC^Vdh2L8a>VcZj*SjsR8qQJeh!9} zFD-2L&r>)!e4q-@_EaUR=u*-AO#N!i-R)@W#GuUFoIanqo3Frk9$3?FQkmWugXBu3 z*d_oo06!hi_bXH`dZ~s*HN&LoQ>GErUF$SWR566VE<4j&(lK{*2k6SDia&kdpx=Z9 zv0}LVzAKdZ+sut1*j3Jy9Hc?W4Q*i>-N3kK`!@xA^kxRbfb?Vz#$-gu0XpKAIO$NR z{`!g1X-VU|YLqNC zqtrR=O6L9o%(aO_7n-+aGA>w5pmx7hWw%@7Y{<8hw}{=CCLKCC?iN@{ zKLr?rnKmOw)+#TkuFnG{Pa6lrtjy*Mr)QfBbwggf@TlI)>Q%EPlPx8u2%Y7>Ckabl zv)ja>g%zT22mP%s>+0Zy^1$(AJTfR;b>=Z4uoHj?#!nMF8^Qx z-_;&M-Hm7bNTbuRcldRCX!-o98e$mS=d-valk3F05oY!&fd^1O)GyAQc0%`G!02vdzt_dZ8%mmf`Y zr?O49;kl5N@e4f$r904~o(kLpJFjbO4f*r^Y?57-Eiw8bu299?fG`N)gGv}t*svbP zgKRvF*oWU3J%K$%4IuO@+U_9j5O#7Y!s`Y*)ZVodePVkK4!Qc4f!dvVh(YGpsz|?8 zI`@3d8<4HU&&=^h)1UMqg*|$}I%*&PdC`2%)YVrhJ&&dsLMt}P>~L=qkdDxJLsH5!wZLynH@8^Z6XKR( z@;rJ#@lhjRRg2<9_AmKTiG;dot&Q&6urq>myh(0bEH@Hc(*b{*38v*PEZPVTY7|qG zPBMba@~^-s3EII|On(#odsP=H^h< zRI?wuZEURsk&g^F1_QqhAvf+1SZzxcfDy3LYynyDb}R{kSu0C>SZv7mnIPDa^j1xu0FWXr47v0ilzTYR zoW*eXsOcCA z5j|z@TJCwVaznuAdZG;6;0kK*`^yTLF1s>FdY~kv{Q8iqJLJ1qW)YHe_m}cC%>f;Z zXMV!mTBmwxH;mt}M%n-#*C=^v56kvA8{dcP?ps8g)N!H>gDRD-CyKD>!Q&cic(4e} zpLRIGZQuKmOi6oM<)i`0wP{!^KU|HiW?#4)yX^Yq1(yfFxDSwj-1Bm;Psif$t2{Si zA8zt3vXc_V)YgFEK?Qft-G*7t(Q*-SPO67UKjG}1)?xq*9n;+LPZjRsf&t~d9bwSx zSf{XpCiKr%(YopmE{|p2vHY;|+(k{9?=PK!CfS#{QNRlpRs8{s`=pTPa6kZKplOAB zmm94TXcF=mo7a|L;HerXCq~k_tZ%CL&36*#4e8YjRNYVxDK|p>gz18$zn1Wzx5M5Z z(`~s4l_pm9Oe;TL0;B7})Ko>QUMS}H()1>Mvkyj@w?I~&=~9jq!`*zLu3B)7k7HxC zush=hlJ8m~!W4}<}~lsL>abBUw0i|;bJbh^_RuiisB)X%98|Ez)u0a+z&m&coZ zX}4-n&G2~iJ@Ym!Vs<)zMQ{iWnY8oBlH*Pj;g)!%AxBfXST`R_kEkz*CUx^gGKpch z6yTqy9-in7%E##zU4n^&%&kR_DPiNv7KIugtf@%cA|dxUk`;I`$KdeV`b-(8WiYz7 zaUG%3=CUnpk-gT+S)cyIpQ|aehiB~QTV;fY>Aj$~)m|e!&V?tXJfw51rBDf{{m9*F zf?Qjmq(<3k-YG6%rJoYu?onGq*1O|BvBcYCD)OR&*O#^6b`q|4alH+!(WNC77tx z_#%|lt;13D)pADhs04%Os@~Ggs|lZ2a&(q_Jwej-9lKz( zcMfgEtS&L$SK^OZsR!unB_}kuE*>Oyb+qgF;7v(cv@-f*7~~04FKd09Q{AwswT=U* z0}$GgiuG%4O~o4*3;HEyW@HwD>yHHxMD4=O(z<(}3@-bPq9GzaOu>-E2S|!lN~-k! z%JT5^l8SCftwsvpkeT;|thtmMjw7e1oCGfDPu(-`M z@^~EGm*FbmQ~kFLb{#JX+6w(FVy$Qt^O-(7aq_C$bu<<) z8k>xxdllt>PcYcm1MVFT+%O2`UB}0?f>@;dJyXGWqo*G2adi>~o&!*5VuTTVEmM*1 z4_izb#wyC&`xEju$uXcSS#S2sV`(sK#`gqQpQ(_N4(?o%498zDew-C!_Urv(<5*IB zQJEa?q|`-#*dda4>(t!UsELiLn@bkVn0MG5Sgf6ND<|H;7vgmf5H3Kl3+DEb-!uD#&;^0QBV1#6iu z#A8Da(O(JW8BrE*`T>HOit1WPrf@2xr}qS+?}x!val@204E)@_YB9pj(en^+hiNZc zYz)_P;g0$pG+z&w^NU1rXd<||=!~u4P2`m-F(x@)k*uQO3}Gjre}<46vWYVix?wb{ z9KU8pIOG;Bdk^jfclX=3j+%Z2N$Cp2d=60d9u);JfOft02wiR*nv$--yPiMU&oHz? z1>ixTA7x@yU5UfBYbjh6)_GnixXX5&W-TEMm2U0yDbsx6B}{Roi#+R9w&>T&9hH&A zg|Reo@zc0SC%P%TsjC$l!aV#06u|lY#JLC1x~mdzR_?!A2cDG)_|OWPrH)VpuHLRJ zY|{oD_>&ZKgm)OE5XcD}%xn*pL~KtJJCe<^L@sLD_(GmPT?7A_+(;>$WxH)F08Nx| zNU()w;XW_LQks2*!M_OiOu0;(g@>L3IaStG)}eMp+GT> zAQ^q6b(|BdyO1B^48Mgiqq&X)_7caP!-V%@b*^x!HT?lMyahqW7-?Pnu3(R{hH{=s zsO)xAnhjXM=g+u>Svr^A-HE+wX>wK7bAUx3KCu@&(eDE1LwU3T(9DPgRm9Q07EmNs z{@oXX0?kH3ae>r59!Y-9VGt~s+JY@rs%WcBO3NckyQh?Gs9Ughj7hFI7Fsg0a(}Os zHWip)1zU&A@ic~5Z`4%(JH?52VK19r{kzDqp=A zjR>|_pTl66!sohh=h(F+E%@;&YuK0lx{?okTJ5k=hwx?_rP8>QK0OLAo0cAGlmazh?Q)2CyR=)uF#1zUyEHI9(kF z1$KmL?MSfVHE~=Guc=tjMaNzCLvs9+Y$k!=KV2^F1E8(9@4?`S9Y*6cuJoTJ@mfHP z*u2xEifIVz^DrP*HFt#>Lxe|UaIIrg(|a~!Eu|BMlz=_gQa)fR&h;g~SKgxZd<~KH z<_!p;EcL(=7QdXRn#(*fa8(|)dOsFGV$IY*Sje8raSDvxPZ7SPS4ICJy|H~TtZA=L zd1XyG7-A#Z*=9-6z_oD2&anI?A^T4Eqbvp4@~dq7SUVHf2{aj>^9`J%Jfxg0%y}4? zsx`>~Bc~U?Ry%KNYpV_P9SsuG!VFJy?ilQ=g{y^IJ>;cPU1{fbxx-Ua)|=cL@Y9qu zeSLvc{^7|gRmE7By#2iA8G-GmTKKR;CR2JQsXUlr9Dt8iU~KtwPed0K_VpI`hkzy- zTIKj_hwoL4a(PZ( zfVj<8Po2aV*fKRa!zb1k`Kd$MP+aA)a#CcmF@>rL?mJ;$zXOFSo3&(sOd5iZv zuCfZWP6zvhjOXP`#wLK(4m!{J=W)*-rZIHotbj@4)vKp^$%j_iP^6Vtor$`a$F(YJ zd^Q%NW7ZQmP{FIz-E=UvIZeF}JVo5;FK-1H$;HNWk111GYoDpW(yTxhIztZ*+3dR! zS~KASPkgJz&=G=cAOf191eI{NX{R-A{>hkDH z0R}>}IwdKqsONjm8*}_);7qt{IpWH!U@^a|y}~B>EXX-!eqBsZH8(5Xv_39cpIkSj z1LAKflaQq_h4&jLbEbb_QTh1@k!Ze&d*h+t3>SFrm>cpKf0PLZX8KXH>#CB=i}*-n zM7Iq7qzgH;P_CY6J}go_>)oq5dg?R&>z0{4B8l1(huk9r1AC(zn47}V6iJ2ComDDJ z6GGAQFdgi+p%EE01S(?pAa}Cw`))}Zmq1M^+bWxL4#Rb((}}W$viQGKtfy&`hpUSLi<EGz(&@8SmABJVMRP1@Jpnp%5GcCM(LPMdUm>@yc1qXbk?BGISrKoRJ08exYLp}tyBBeMA`GME z=3hz7>e-YGhNM!WR=(R^;Fo1ej(5T!DRs8pJ$etawELM-wohb1-KsMu7E{vVk}9w&A)Ul-&$n@mJ0o}pg32oLa)55lzl%|q5S3R zoIC3cCCs!INoziU#3X>V*q&A$7w<<%3*#JRhHl603jV#8w841wT(x|a4DAwT>vurWN+*IVW7`X$Im z`uiU4A?J5IANBM_XgyvVB!R_oW~f8u3_pQj<>3qI|4(bz9o2O5?SH!p77!GrsetrA zC=vuk5LOYS1Q1Xl(jf^*lcFFbg4lQkfwH8$~5hcaEOtAE2wScW1SPwhB$wCIQ&NH_DCJ}%j&CRhZ~MXa~y z44&#aubnrVRZlpZ&Fut|${L}cx-g$pENAbt%l%^)cP6|o+7QBSMt|fg53A^UcL@7o zU6|FcG1qb1(rFoo)Grwp%1ki1j-sB}LG9@&b}yoolYxz#gLuC3DC7jXR09TYSJI7{ zF{#7eWeDK4K$P&+j@B@TFJqIVWO}JDV#c@juNj?L$7n{}6rA>Dktfttmos4D< z7%vnR5=3%PX(@)Uc$4#|ppul_r&oS~f%s(&MPuB2K;lGc9KiyM@iot(tJD1-xrEvJ zr$ASa=W9=+pXaWR`p1rWe|#ZS2V-<79gQd+=Hr>=P4YKU5M;KluBY8%@LtmwM&DCA zUU4$sBdJ}$J=}1{N4FwHwEl9c`Q^sc)f7S^I!57`hqFXGa|0(yZQk}6Mxl=SzmL_0 zOyEvZ*(1YfoBHK$Jaux+)h&IVneh8D2eP|Ie#eEt6O0|_1j(x106Yz3)QiH5pQI=T zkR+?q#(g!zG$4j~0n$u}>E zo6~iVU2ApLL_dz1Jr{&$Y#G)5svor;(5@J=@#!XMihlZ-*Ns3#)%m-jvdx|cD8ob0 zH^>HJi)Ygqv7WvAUJzv!Ws|;ZQF>5%uxe+UNuLOTR3*tbdBP+W%}6&Y-Vt20g+|IRFcm$9B-?IRZeN-C;A z_J_P%hDwZ6eaLizniV-(ri1?4w}c>{y``X_{T?g>97Y+<3K|cQdy`l^_gW5LV5Qw7 z(h7>&oQ{Magvjkl*{fN-!S5b8ZnrhTLim!dNA=jtMgYKp=^m?yHxziLmBlz%Hu5CS zo?~CapRdX|GMHBcQ9I{L3`%|1u%!b_i*MM)XI}nsPOwLyWHc+@8kgd}BI-57lExM{ zr+ypzow5J569>zi1zhT;Z1Vc~z48(OcEE{G@|gtck5)d;8T!S&<9bFJXiDs#64%Rs!Y7ZSrdtc%?#T5_<80p!u9i#d$`?itJIhrs zt;E2(b_VQF4+-Y#d;$x@T@pk)bBIpk{PgDzE4-~V1a3~|ezeB0wm65U!kuaU;8Jr!X0z9f6 z%bU^LHP1hMy9s?3G)xkAFb~uWE#^?|?M3Q8Y52DPUn*`Zm5iwj6`(S6wH;KV2Ipgq zH=7EFDQ&&6l<;!?coBgwtcMmMB~o^&s$%t;3X8*GeSf-~uy(kECvygdsW9ee--9!3 z1PNS;*JSYaK0PVOM@deBwi!WIRA)b4vFZKllmt+O^WHtR1*R6qjJ94NG2l1SHj5pd51r?r;sx`jLCw0~*3^fy4ke zoCy1-$gZ(+hry&EDzK`>T+}d1OU*4>rmC2GN`tN#)nN_79=#p+_2pyFyd;_>1(U^@ z{!RmA*TB)VVDV9BO;$Atlda%gs5H>+^>3NEUNUL+JI8#cDui* zn^epkPUhp5wvGT-Kp1x9ytes_k&<8jKrPy1v7~-!;t5EPu~?%H=E-#LuBK>s`!AN9 zcpt}q&w1Q}ahTLTEs%XF#bK1fr`jg3`{Ew@^+&cxc*!S6%OtL}djsILx*ghJ>(etI z+iTKpkj&06#nx}rkr}F+Lq!urm?pPsr_v!PWe(AGUzPsreVm1J!ury2BZ#6V)I!G| zR2H_s+cPPz1?&-J*2KZ{&1JWUcP$Y<1CcoY;3+xpIlL?bSVhd%u%TbM%DTeKQ=R88 z+nE*WGR&d?O|D||LNq~KUyL}W-(ES_MuY^+hy;xEhjdbt&=YL0CRMuD3qeH{^yVOV zdFcr)ZdUe7h;p>a=+ECtjy!cvyaA5l*ooF-`^iXyX+DUd)aUne5-rJ zN^^m4ShE6LveT@jHa$N_Hbd#PtI4_K;%G~4a};KnSGr^I@TW>V+6avhDc@(Le8+A? zJ@f_t^(eeY)@9rLEbc^qhQ@8ug3HD=0I$?EDA5lG#jE}4! z$u)jx$_BvpNPW_+JeqcnS30hBBP;HgNlfXRv2B_JlHk03S-S2T8NcAylw=*}u*@)% zd1yT(GaB47TJ>hBck`eI-Z@8oktVe2)Auel+%(uV??$pC_?)LgJ$x+;&bOkt6utPOOr`LmSM>yJdvB025IM; z3U1c?l8(DJkUqICZw$%W?VXYBW1Zuz)viH=Mz6+!u%n7FyfgZRb>`y$A|lJg zvDG71F@t+KrgSffJ1Zhzy_S<#Ve|`twMvMJqxoK{!{NUf75Gp4iU6qLx@nJChNBa} z*LJh?&?$()=8Hv-jbG=(K5^VJ$cSVR(%|IXQqjMzYtul&9=Ho}5sB~$+tyQ}8z)g7 zVL^+qbMlKdcle&cH)(`zTD9rOudP&vEluQ%Fh&`8vh`QyR)FDS7&^0Za(ufDVmaAP z8!efEcS@@x`yY5E< zYq#}4sW6>Sc;bQuLaFELh!!VQ|5`UP)fyK(D{JZP&vT9~K1Td(5d&kwd72EDg`WvZ zd7@+!m#{GD)=X~?X78Y;;It#+z?Fi*QRT@H6GPMcAet;bJqQknKOyAuZ5om@JuI$< zx5`AW9)y03_A9fT8^id;hgUg1J`_atfc<2=_%pRog=Hs;-cnJE^r{8{B(aiMvJV_%6C(q z3IA*qik`C_4id!yzbe01I84ehOQC5O>CDcYb}*MIYt96k88~9D=DWDZSS=bil*Ggd z?y)*hCDt2;@CrB2iFb{u;3*{Y&Jb0BdSPHVGiZ!L!c$cO-)5~y=Pt5zJUq|QwUSL$ zGu_tR6dxOp4&!A0Jt2S0N`G#rIoFVC zM%|$h?kfjXf@S(Pt3yXy0`neywu(3~6A=VgXk>QT-QC|Jlxn>@psfyUAT|kL34l%L zUyNeh)W?9-{oj3sBtfZ?|AW{>-@>Kat$6hZq5ei1^=YeAQQ1>plD0ng`zH`_csp&5jTz?D*-);Pf z5+xB72td;GmsawqOH(@sx+O{!aH*FTq%te|I(b5QD6$m~{Ia@kRxONr)hP(Z+z zX6Ud*O&9fIQun{`tC5W;-+SCG<2!kaW$4eWF9w~8bUyKmpNi6K*D$bMw$wsEY1?ty zLTMc_!0N~9v;h90AKWiksU!$j7mp@a;Iv-NTM21;<_dOTsyWK~nI2#2t+mCpe;)dO zj&$M5u*g!btffK`7RCxvs%ZP~C4w(M{7Dfcp8ykBme<781HtgAMi2MGre4R$?1>(0wcaUb^rhX literal 0 HcmV?d00001 diff --git a/strategies/short-term-highs-and-lows/backtest-results/spy_10_day_low_summary.png b/strategies/short-term-highs-and-lows/backtest-results/spy_10_day_low_summary.png new file mode 100644 index 0000000000000000000000000000000000000000..3ebcf3501bf71351a29a9df58221f74ce0feb9af GIT binary patch literal 64617 zcmeFZd0bQ1+BUq^QYFPC?zD_Gkx!Sc=Z~xh4FX?-|Uj8~{e@=aL!MvP~MYg|e36JUf z_S9|jr&pHs1}7D*Y786f==sAZQ@eY2&2PVa9&qzs&wQEXajh}2p7^qECUhcU=FO`l z$JEp=-`5HA>~1l6UI{t7{WtBCHa5j1z0DTS1a4x#-^cz03>N;gcizCp53iuFe~vW! z`0|S%Y79TV{On5sd}H9x*-t)~&;Rgp$N7bXc^_V`*?E!i;T3dwO#|lR%e{xRk%Vmm z508b0wwB3d;wMtHpQ^cY7`f7reT8QPJzTk6S6JbvYYtWo(PqlY$kn>&se`eye%i%| znR2$TE|gGT-aNPfvd@^^JoEH|vJq!Dm699rn(iPh8(+tcMczWz+lKz_-Q)tu@m;lU z{r-ckHUX)#TV_O9u}M7XEuqo!fG(hB{3R`g6*1)8xt?vV8^_uub+c>NjRwyIVP5*y zXkzj;=Khv3OWF~Oe~wr*OrHmprc7zKCB_cNt12?(DLf-pB>iAbAEiADOwA!)g#jTm zU@Sq`#7!v&cU}5+hHrV1U85`<&?gbmJ$2Eu`m;gU5vk0*hOw;;>$2DvoiWK6FgEPt zm;KTpyrztaezypM$kk&lmMKpD`VHsGoO-3S#76ws7hq~{!Vlo`av5Ly+;E@(D>D@P zbpKexxL;=~*EM^n9>kn%Oy4xB7Sv319MSR+D>do2hG(e0vn9>m@$3Pbh8$6KA@(h6 z>(HG6b8Kd9qq-1278!<XZRw+!EGxO`V&#yMX?h zHp?6rMQ>pxGvLv*jx$-JrsP>#DqAUvR-Mtk^@vEK*}cDCe)&`AwaR-S^V`CP)LG@e z0kkHut!9~AC;CCv+ZAoknGq;EGQ_0G{H?Pyo#KRzqY_NKoTmF;penRXzHy^)((5@= z%N!R_Mcpcr3VqbCnXgMM3sXj#PKi{LnGI&x`V~oIwL(9Y@vPN;;(*4+Wfn(rsAs;{ zA!jutWc_si6mNiv^Y&0pj%&nx3$S>34Pv53d{KX2)Ii>>uDU@!I*IryCx!7mGr&W1 zKPo0K<$kepUPxC&5z}NOa3_sE?7~o4wu++Oj*8q9@DaDmhs9B+78xdFxlC^9;l{d| zX#yv1xW*@)y24Vu5SkDnDE$wMr^nAx4dW}IYAZpyrbnAtlc3A*n|F(c=0y!OAK5_` zHbzZaCQo{LSEebiAs1WDyxyT2dP3inK>Ru}YNBGJr5RLOyDXXEwxGw{6bxf5bzoO_ z#D-hM$zwg#hl-xOi~5@#8j57zjShE*leDR0$*I_+WzAX1411QimaMUB$eA!}tg@XD zRQB8#)_P(wq|d_>X=86yq%r0u%0xvZp(sy}*`gDVi!zOq!|tLR?L^x?SI3jP??7jx zXS`Gw*fnPNhnKz7DN1o<$ujxDmx_Onkv)>}-gYpmc|lr(096 zjYu;6w%nq|tq(DyA#EOgdcMEVFM^o^ZbD4Uvz3sgoW^u9X`^8JPYKQNfxm*R|>!h05WWS##u~G2v=Mb}eOH;#Uc6e91+I zF6qjyLAy|WZj0xR`Zo?b(My##YqfYjhEB)JHi8wu8`&m7u0-Bix@rOR+aEb>CkxTB zhm2P*gawz~mF(LX25Du|Wj&@_o>qudlgHPIkM@|S*2+>Chs9!T<2d>#)~0n2k~80j zIomgukt`Nf_@DBPIVX=$f&16ZC>yIkCH>AN-RqBaU68c1*SAJ`;c(&lWbutTpHLwj2$B3muV?eE@iOUBB7tjV^ZMG{Xr%NFT2{pxwvd!-yf z9D4g@Y%LL~Tl1n7`O4!{sHbw}O1UI9IhFT^2-{*MF!E=6t`lGqzjeCwNHmOdBTTnN z*(`uUH?gPmNuSHLZ;czU;;l2IjlxjZQql0+G6T~16vJ<{T6&R@#yRQwU5_SF_I9JV zHX7{1Uei1*PNC;loDe=;w#c-!JFcqVmw}h5QbPAj(e^*~mMw}?Kxe;R#WoEbs~?*0 zei(8xqh=;;o_SWjqq;E?4L<8qp3iIJqS)pBD~1d*@UcJ58%y;c?bkcoT9o6z!e*4X z^6^j#W1p*iG~VU{gGUuAIjLqQufUGaxOk}V1pB4`is;JS6Gj*X+hr;nKJa%f1-XzE zSsJmyhZyhN$oV$9N?!IVlJIsU`Ay6B9zA_c@P%jJ?NVhYs2dzAlr2*wDCiu;O{M9y+qvrj-Hi20&Q8;$W;}(6Ej5H)oUD3SU zLh#u=ZB~406y50HN@WaMjPC1Z=~h8!TXzjmHD@aJ%t~Ip%(@$Jj!L}EXB(K^-Q<82 zVCp$-{d7C8=bByg!pfzwKVrWaWF3-8OVNxNON91|%1rU1h@|Lsw|H&Bf(cSt^xQRE zEEr>t%_%x8=_#L=w*b0)vk?2BTYaK}q)r&1jq&R|W*Ogr!7?)Z4Z`on|~ymwdp{Z+>pyka%aS3u|AOvlUD0y?ix4h$ponE^I|Y>yhFO=kd+#+ zrdi5$16Vu7ta|Q-q|~GjII3p}h=20fF03UqH>OcG$IgRx{PqD+ z9lxtljPG_jxK^|Ir9 ztd)&W`2%vTCNH)AjI_J2R@-;`duQk0`nrD@99-HPlr*C{Jyo0M99OO~rgjKe&{;a# zL~hlUlb2^~XlOVvn28Lxy-dThSFd)7|DB7ikNqyRxBMG2J8JkKS@-(s)!K8VmYqoN zV|F|$2AA%%X;bM5A6wDz&=3g5$3QIc=Fayt9K3Pk#^~(qR+6lz>?<<+%$uKZzSpl` zU)Wa__FNJnW(jWw9n3>m#3v+VrLSwrw2VlfR!eEsxwge-vq={&T(BNm>!N8g!&c@B zS;T}>F3=hbDvDR;-_p?4b!=)@o0s_RZ?W>)VfQXDX&zB^%kzir4@BYI~QC=+>GTU(%C@p&E^OWbOR8qBHhc2&C55MD2a zY%{oGiMC=7&j4@dQ*&tLi$BtDpvUs`pnHWO=bT+!a*~VG-{cM1wdz$}nXLi3-g?Ao?Uk=w-JKaXK9}S3Z61Cj0Ha2m%B}L5 z3Ci$o(If5Un;h;7>m*C7HOINZx6B>FEAdcfdV2CCfQV+kv1`p+Bqk%d+fILJ-pL#8 z*yR$j-z5*td9@sRiLTn=zC)wajHNcF8V5!F(6Q`L8e5Yo_zAb$a$%Q40(dp1eknO7y5eC)3qaYa6B?!vNOb1M?epqK9UgbinjN+F?f zpB?je06_GEUFBRdx-r)!p2`55v2 zvMm|u#*l|o3|=0>yP`+gLoD9qvsAx?mA6X}+d`rDBnI-%O04 zWtW#>fbAyKa7U>S}j!}!WTd#Oh@d4`}rut z&U&P{qnDw3@`)bB(Lp)Xnq8arwmg!Tai%??H;x&C#`J!^7%q&akJ(<{Gmkd(d%dv2 zOAwM9+IaYXB=50 zz<7iD!*-1#%)sAv8LDjjm`y(YM3|1BCN;Sw@qKk-ZK;Ph&xJ z3eIpGpzcCz=5Mte4=D^=Rk<>`+#qgnb9h<<#zK0TU~{4E=DTwx#uw6>zXppooz^zr z^S0DHqW+5Zw|4z{{wcCvgvhhz^m?3P&wxD5j&(i3=E9Jj<&z=3O8CBNyKXS1WPN5E zv8-FIdkkVfBk;QGk{PG5vV6L|31jM2yy5Y%l6rsR5;vbb-hIvv5JcaS&E;MXB%DXB zPC>lRU0V=sYmI_zuWvm)VxE_sZ6b+ zI<72)XNm}saim{&`R3KzC;Uh}_AVo?Gy#6FN_fK#Jy7r33W7!XW~SN>eKdHb-LI&z z3qIO7TzwQT!?#qgLQyth`!n~ByHkW>b<(QjXZVvBxR%bbn+PxN#Lvb-&?zhLHQo=% z+xO8dlT?1v=iFCkQOnBJYtX|(%}xZ_h@R73o;vu2F+z2`w+$n!NA*ZsIn#>vd{nMAw*&*v}M&&-`HMH;3ZfgUAIAM%A`kcFEoq$20 z#q7V35w?8g%4b7M85<>6(WKW;t^`Dh0(lC%W0UiW@QmUSloC{}@9S>nFzUL=c2lb- z65``Ue3VT+-G0`$&OPVaolOobdgsS&w7?9mG0%^ZK+M+n?BqFuw5lemh{pHlg)nL6k^~l z^TB|lPi-vQ9MzPUP436HWLWfGujA!CRU?XdHQ1!-0QWJ@s3K@W9dD@)d11#=eJP#1 zU^$b&HSqAq5{H3i2R?=pfQDF0~8&_<^}*6OU6mMn&| z_d5Xn$px4rHowk;gvWx;)qC;%aIW7%P^p*nJHl<3Y%2jb?`e{f!M@rDa2+omta>Qg z{7)DVbTkXj>3N@Jwm0)V8tkLJ|k#4Ms;Z0xr83dNhMy9~Y&AvM+Yyj`Xx zvQ5T23D5+E6OPREom2yQg=Qr{J#a!IElo{L8(J($0S~l3 zK;>Ss??(<#%{+X#BUVP|c@4&`+&$RZ+8UsoNLXPjnp7|2E&v&YzN5P#HZbs8%`B-E z>x3VDA_3PF73X~b5I7hAFmS36ZWGm~_T^3Vr~3MhZb|R10)hh@sLX91A5#D2x>j{0YeOs=Xb*xqK`?=srTyf zip3GT@WX96k&{EMHZ`^e1d~zUn#kK*f-TI=4Tm{-9JOjfOCO`D>p4e{{S&I7eMA-f zr<(DB#?q+awi3<-edBV(OW8^zE4drzI_cJ1k&Tf>^6;`D`U(@-Yg7l* z#lK0v(clurgXo(RETQ=uz=sUqDJ8DLcMfY@gd8tk0?WHi=}IKxbId5J^aAN4#WIz%4U0_=)kk+-nKW z^?TLb)rpp^f3p|4k<^{zvIvq>cIvz4^xfVG#;uGv#Vz(i=oA@T!*$*I-|4fQ%muyM zp0rBu-d)}ml$e;fhiRP95m+PT@KBpV_JkE5oj6Cnlw53@D?!Daj=hOCJGu~;_b4+c z>~v4IQq&#Dn_yCVYrzZ^O(usJ9HU>RA3_a~kw?)3ai>Z=u_|U3KQ(fHl_;v|$!F3Qx?P=iVl1opQTE(5i6%J6(^UJ?l^Gf$c zYSq-Q%}>e7wOgPy2VxpAt)Jg4e03c4Za(i|BPO}oaehPdrOd=9hQWi5Z7`Ujgx8Qa z6HMA9Gz3UUh!^P>dUO zuTftQ{x_k6s{khGyB08pMvWnnV5k9xCkf*N&0cTU#Exe&3@?8U}2SRX+Xn7Pq%OpC+(tM5bc4s>!Z_z?!s3+Wr~z z%YO+JSpFRpG{o=&yWDH64fYc!)|Ol{K45zcfX9jDdt$!Rqw&w-ni{-ug`q7H@7FCYdtzCdlh|e#4QSMUt<_EcHXG)!Xt>!J$DTlD+zti!{T(;sxrj)|9Y~ zar9W_@H_snO|d?7j}oH1+JK%z0aX{e+Xk-HFX5#!PD3T_J#FpWD@I9X;lArjgbaWH z-dxflzV1#)oMZeMruHFZFLG|)d?w-C+TMB7 zEwSBPSysEx^}E;H!J?{0VbBJnfO*hmd`7@XbPE~ZH)JskK|2a1GpES1{`A?pd(?V= za|jwamQ(vYBVe4p<1rs>Ea+?6!5W5F9OLvn$RiyjQ|`0AbVG1lx4(Q>!fyry#c+vO zD<6AZH4m&v1)P*e?Eg&hZbx9=VJ@rxn@s&*qzPc<=*Z*wE1=6Ohp0ny!^!*?AR^}? zL*FcKT68D(mOaStyVn`MUXT{WE84@{9tJP~-7$*CB5E4O$0J9i(&u5W1iFRX$T;&8 z>}q7vt-c6bI1MJu*4qP86tzyke4ie1kyNWPzCuak8N|%;UfrtRHjzwXdkmXBnN6I~ zk?iQqnq@k*j#RU)&6Fn&PLzJt_lJZIaT2=OZXMU-r$|HZpOSg8vyl^CNUXCFlz#(6 z11xrCc8XNiLyMSDKYlekJ6l}<{xMFAVfe7C&BnsQRkEg}o92nLr21`bcyQX8*@&Xd z8Oaf5u9mhhX7;fQSvhUFUE$kN5vQm&ZPB>u4MNb(!VtM5e$?ao&6@@=$#K;U@fpWO zDY&HGm$flj$RK1Pq?%PO@s;m-TT3XByz?MXiP*E#qAJTi!Ct)gjCsRHMKyWLJ)u>)tQvEJ( z!+3UuO0vNHhG&VA5&Ml%%H%E|^6b1hd)6tNBrV&yA!C}`2h=k#;qN4-Pu2~mw!twM*Odma)7kI4lDteD{ z>Q@uXMb_)9PAKAHa*YWL7kijD8VFyN8&XZiZ`-h*?x@Ffta_C3(|F5P)v%W8=|;@8 zalyHM)3ul|+5D@LVmAXqJD3S%|P#_8$HWBoX#f-eaO{@|38RjLs*oQ9o~z3ipM9x(mh^bGbj#!RX}R z8V6ct#)(6D6B83A3dHE1>;dZhBMf$oR95idz0`l@v11X$V>Wx~o7`!|X_-+^$Z6A& zXr6GDIULI(d6wzNmpuqsi&NmKR0~{xW^n1CN!RSGSAEqU{O3+qkD4o$hsKMWC?wX% z`kxOrV1#DL9599=uQkJZ<;9(eClv;Nivfq$fNj~7*Ya!k1Py{Y zfK-`(G*`0rxbBSpLN4(gV+Orl3AOv6qO#WabEj+Yzt10#^Su;p7!yMuZHzBTuf)KM z(yIR`F6KK!0%c6ZvB>J4pDUEX~{Af1#yx^Qr`XJe{<@;DfDQYhcTRFudquKSP zyy%tk4+ntA`w3uM#LH(m-+gUe?sK|P{JoN{6UGq zJyio(xs0H8v(DGa43u9;?j5LyXMHi9)2n!;EGw-ZeSr~H06O4h$Eh0f_Fa!2GI8w^v)YOi=Lf!dmJw4I*YvFlh`pkl&_pq2Ms zw-{J5mdo7*%CaoI$5Sibr@u!0PA#s^JCMf+MVmtT+lx(~AokJ^p-G4D@Zxy)m-J)= zv~Om!V=2@7h%;>%w#NSc#O&m&ZH|9D;+!_Xh21JY+mjL9?p$zsbZ=^Lyrvf>K3*QO zC!ETXThr>l`1I3H&o>B_q69n589Jy$QWBJMdd8{tvcI-2gum9Kg$ zrdZh+?*Z!iLy9K-0xN`o-p;*5Z}MNpZAz^1CWPv-;$o6~pdI|;2BGTb1$y}~4jA!b z>Qxl;J~v1rlpwu!D!e>2?dY{+epB9asnqteVsM4#3wz6MiOc9@aLe!Mp6*yW8E^`# zz*eqjpdL|((>GWitrC+Aes3MpdvuV{qEkKq41(nDWt8k4!L%>bcT!>cB*fXN_)$+* z>2#_4*zL^;TzQKP866zzx&;BIET<65cuGSsNigtO`HCt1QY={#7Mek6j0YN zNPj1pIMxT}=mSRqQC_JS9`ee;%hf`<>_OC&JpO2~#n|#sp)F{@d*7xY9e9%W&z+Hl z^t)}n3~Bl#e%=}juyJ~Tj@5r649?ZR0lxhb{<(T{40@kaXm)fJrD2FY`ii3uc_hS` zKH=Mv+0RCvpORk8i2Ru|LHr}!wiP?d*E_of5M-sSx$2+16r87h%YRzy|IZ?bm}E>S1dC8+}gS4KCFY^Axlt>b_PLHQ4egWo|`?us*o&VG+FJZbxDP+*|fBoCDE zDIrE`I_x_&hpAFq`Lrj0|tQ169OYAUp%kX0& zjJjkj>itN^vml3xss@bVk02HP!JSS3h{zjNh!GKE<%o$k z(H%rgt{#-XpF2M;KHhPWkx`%%VJoS({;oR5i4e#$UhVuu{g{37n3jrRxWC^}to%5X zo40N)0-L7SZv9q5uN=cwDwTFp|H+#qdzzaMOtP5(!6Gb~!7tc%*$@i8SssaQ`A)!0 za9HISz21;udzPz6H+S$dC|Me1gz0}Oqn{!T;+=a;4H&PY9hfXqK!wWIs=qA~Vt z(zZm^IM6#QC#U#y9Hr@9ZPal2_9t+W9QE$?(`SGfSby~2q*;6Mzh&zuGhw#=UnSX+ zOcTpb`j{pdF{q_qVxCZ)-fDm#G)jz-Wu}!X+sKog--&?=>v$}*BMN5Q?=D^T%&W#+ zzx?!N@9yD-WW#IltQ54hVJwRB4|NY+-*!3uf}k8>PrBv;;PMSeCqhj0`CXpb*jGF3 zjm}J}N7jF;SYc_2Jv`RvTe(8+oYI=^`_5n%@ zRIlphQr77l708&9LY(HsS6|(w*e4*8=7u!AYpY(py_@iN~eL3bki@ zHo+JQPH`Ln*`y{(8xIp)rsJ^XD3|VNc+!G1-fSLmv9`9>rXNtlkn_HnAu3TbmHa%* zE(qISbT%uJ5EdhQfie7vD2z{Gbl+ctZX&hSwB>$o0xIOa-oi-UE)NS%exo)fY+l%^ z*FUY|ds%{-6pG$0j6?^?tuAu&YG7U{^dH_UasTk%Ef=CX+MY1I$-(GM@@9e)&%K7+ zezZxy&|t4jRP7lVqCJ+l&>KHS`^G3zOB8%-5H%>QV{J@A=w9fa=!5GAvx@DG9o?&G zFtj^Kn|c!hG_M!{kscp3_QMTfcr_VyIJvGJ&ivP;h&aq1XNmqg0#HTBI={R0FK(8}rzJLy)dj$oUI$Hg^pQ`MS)M!KrV*%i} z>0uEw0UQ?{3KLjWx#iM3h&Y97#;Q}4ruM)ZYtyq{6T{=pVTkCkVG(xUs{ZDI5~^)% z)t$5Uw2eu=G}hxWm=JA6)1#DaIZnN&7da~bhAjz9^GIe+PEL9<@tZxjNgMfhz%U@F z3q{ww1;PVJme`V^%%kmjb;Z6;cS6to^@+n<3Czhhr`{izw{BLS*h*T~2vkUS($I?= z-PkKIeO%$+l2HOc9n2tyr2<-a%K@jB@0Tc5PO2tl?u=ULW ztM2Umq6)z5=Kt+KQiA`BCEouOPh4ptZw`o!{kj@^ZDQh=(P<#i2KhheTJap21^k6Q zw*b+7_wHT4q$I@qsi~nVac$H(=lJ*QZES2VUR~#wlAD_wAoKV4AGn)|FaT)*<8BPs z&^DJ-Q&SsXyx8AU8x<6;0sO4@B=2o!A^HViJae88)mS*;ZOHmi{!*|-z=S3j6&1CM z#aKSIR{AGJt60y&*WlKUQoJJwtICVlKd=q4Hi!pm_7RnjMLer>#~e-_pqkPhB1A7t z*?R`44OqQ8eWO(iqoSg$)vax9DVazeObxYf1xZD(I)XJFXm4kd%m6pZ87hHk@Kj^V z6bu7zizAKq@3aT*mHANJ?T>f?kW<&RC(73ga&FxUrN5024ql)A{1Q-&J&Fb+9mZJH z^5JKEck?z_bZb7Q^!QY-GDdfLiL#R_1oaDyDBDpnvz0ON@pYR7ie<0WuxDf|sSJL@ zHfDIEWmh~uCqW_MmIiThM|GpU6}>(&lCB~_Jbuhw>QzHNGpif!CCgD`X|fu{9tKIf zjTLM|U!hmwKDs>td98+xH}NhTTvg&BzQb7`k2EKZiH5y_pfdC}u!d|=?+`8sPOjlU zP0*?pkt6N5Bb9OttQ7E~Hw(B%A{>vJ%wn-deVyXOv4iR3uhQ&N0Gpc!&zA{#F=4R1 zyFmmBmjDG|$}y%>cRY9*0f)-kxpG?@`Vwxg0+5sJjBB!bMVQ)0SMgd=rn$p;P*wjO zsPH<|!M#Ssd`ruS7@tSQJ8kH3i5*`9fK@)Z?sGXz13PFxE74;BS=h)DajO*zFX!;J zg0Nf^@wS&B@X-Uk0v3jGTr0;|ma7v;7HN&Wv947958p&oQ%DF}-t4aur|-Y#hb#bK ztePOVdTp_M`9d0V%4^E_S0F>2bOM?pkY>7MK+Y9MMn-O$dA$z#bchz#R~7K_y`MOSYMy2%@Yzc{%b=Mao()} z5>A12vcu7FF(HO#QOBqBb#_+V5%K0$Ll`h6*71ylK$HoXyvaIrK%q`sO7cMG#;fTaqze50CVMp^vF9cm7&MqCKHm@j`ab;Y z!pa0fNQhN7qYY4Jj++rwK)n`H;1Kq0u{n%Kzm73`0z#kOpGwpJEc*QK2RBFHquGd< zWbSd9W4clgnm*At9i|>li;n`#g9q+oMjjX#Xy@^=`ZDAp)&f*5X?9Xj)t zNyqjWBYd@eY5u|C=}2%o+rJz$9>6UAA6jNW(t>5Z#b^p_P=cW_8B;flpRinOTB6Hr znwB>;IVRVNvG;@w$=x;F^PbY9RTZF6M|#`?-UYGJR2$)tQaF)#c~$irX2fBpNa|n> zZYh5nl&1UwCq_@pdG2iGHnW+j6FEuKh12_@E~#g-n$&Dl#Rknc`SZP7u?Aj2rY*B? zziizcHy|hZlqh$e5d?BZ)Dbq|gj%z-!5R0aATaITT*21u+gGHdq@2ggS!xNHB4iYg zjg4Wu3#+RMO%-v(SL&}^GfHCdo29{k{eG)fgCthsn+#TJsi+ue5Di}K26S{SQeVz&tr;J+$c`px5 zT!RZOsn22Xb2Rc3+Khq(spi7@cw(+<1(1iH4Q0ePp$H1#cDtpS0f;C*i^RThbURD6k6Ev&aP1$rX+gzNSPd3uco7h@v) zmzAAHy}E0;>>*z>D%2#(6C|jyfWhfV4_dd~7|{lJ<#H=d48BR1quWehU z50xB5)tHY(qaZSJG3qQI5E;pe*{hwaQyB(VO&%NBu++lFZ<8zy!(-m>@@38!#;yZ$ z@&VKU70S88WcFXgAk)mdBCVF?Ld|_JUP_ezD zv%<7r!qnhs~)0W{pN z2Uf|wkgZsu0U;)@diQeZaz=6OzGdT*L?5T0&cT>`nf#Jo9b$xz$9VsI>Kkfx&@+|t zJ5zo$?>A*`(jrX>p2n-mEQ8QtbyI#N>HeHvs-L;H5=&HY%OiWJlk#~Gx$|!|IHwTp zidqA&7}}nSHcK1ztM3!+$2>lb&c^0jlf)R}dIx;3YHcOseW} zf8P`^6)GxQh=^7^qFCs6P$ILUfIu4ts_>8XLn<)Y!Bqvu8@Lwg+<$(1;fQ#n74Wi6 z-O?+Kr%!!pnyYrS98u#E+zkD+34D6GiCBa4pI5?<&M}iqyw*}(#&%3%{lpp^;{sE)kNXNv|K*zrVWX;``9RGA2SlaL z?_@JoD`#Jh%g)CiUL(zn9#5kwf9bjz$FAd-S{di40?6OoXDlg}u^5I=EpWeGNBbUujZEg|uAR6%|s!DMss6 z>MDkrnR=zH1O5`x`Mx@TK!rTypBe@gRE)7LQ?jq^l|`w0UbX64Ii_OIZQ!^;Ykhr6 zI`bIn@!Dch(xOl4(s!Y(<9}>YZ}>VLnR$ui#+9N9Mtt9iTIPEw zIukr69+l9Wh|e1Ys?|`bBg}kBQ3In_o3^_-U74w^GdL8M`de~w+|G!@XT7`Km&vV4 zxL;y+QblM6Wpwg)u9<})u%Wub0U#c=4cDUoHjP{2>y#L#dlxj(ypyJGayoZ_F+d&q zn%P3a#EaP#v0+g@o=h zyInu(W&l7!Hy>CDTKnFHIK@ul#qoIO3wq=O595HZ>pS3A8$8aHyx)gF7QWfwlsn)# zP!B3wELZRiuwLucczDC9{WU6?aYx8-#8wN1)Br|wo?db*srM0Q9u%Al>S&pWi^aWv zQ+aJeUxCJEeQ5Vg6BRCxb7~ExX&|y+u6LZH=oG z&5IW=PEPV3KmMVoD$F~a4M?saEndb)kyk@!4+1xE<_Gu6E)t1!iZN9Er*_qS*9Rcg z^M^>ZQZ&!1=#zVHxz1}}=$&1B-%5~^lM|*_QMVc(Vc_<8t_I$bb%Of1&7fWj_WT(( z>^=+uo1w6=EUDH5bc7r{ zSjCTa0Wg$8|4;$pYshP0rmr>(p5&k+8v&Qv2RlSe8{u+rW_mK2K_D*iDTMFmn(bve zP6>!AKX9>LEzDI-lY^CVz&D@SEw~d8L5{!+PgUi2cgh81G%dv?Vd|t3R7I^r)kg~t zzUi(=sP^)1`ThZLcHqOA$nr-@7_$}dFJm-8C6tgw$z?1!S(01VSJEfCa+NHJe-qEM z$DExh+Yk6!Z_gUgRB^h;9JW%GWR>fkSvBO<)5qgg-=WQcpvI6!;kHV8DR`ubp4yJP zu35><_1#mzTdxdXl~~+E^)(Epv>q*6gKE;Rv9eD|F6rj!m##$G9e2;GkHEG0RrjV3WS>m@1;am$2l4h_ApM`oO*UcKh2h(KBMdY0>I zRm5!(uw-EhnDntW4ktA^IXMz=obK26fkDLn0mDwF6VQWNv4w7V;jO#p7GwY&1ibHM zBG>>hRJ}Q4GseO0#A zVz9F-l3){G2VO3yjRd4kDWGZK11iY}YZ8E70wfd@wMMhAZz~(~(U)Jj`b|hG!}P2= zA(_c?v#>g_@Gzijc3n4w%zv08-1`hdV_Y_ES`r^0|A(TZ0d_tQfX!A5j7%EUU?yC$ zV~)~y08+^a7}7&A#zsa|mEIdbA2nu2uvQEW4V`He0$%duq#4X5m=_OG38J`l^@?uq zUOS7l2I14EPu;VrsVOPtTRjc~3%)hih+y&>kuE_DjbaP5mDZW1! zNn%ARsmABiT^ic}HRABkk&21$57}tNXOfpV7!hPE@Gv_BQ`!?dDTTsXG|hK$!qn(f zIdG|Ex1xZ>?HMIV8BVVPG)XOxcuj!%N}O=(Xjs`*u<^5MA!18RkIp#Apl0lAO? z-vo7o_nH_r-5fSWCo_S0{kbG_wM(7N z=$^7F_Mrm|!r;SBvG+oA{VEoX-lViLtqO5A(W|UO_jtWuovVJM*WMk-QAz7zv#;ff z6=4bxN1l77F!-{2$CUsB%?-lqInXb*&UydXaIg}>gbEz#9v>;VSp+14$2fx$?#yYzr&jLuWS z;{t*Veb8OJM!ujAAV463RgCi0nn>OpDbx21#GKQAIygs@KFUPwTkm<@NW>qHN@0rc z08Hvw0-JS)VI5)2mrN-}M1-Zh;p=v7wdS{mC`@m8P24_}NE<#j8fSuoN90SK(AI-A zwE4V3LXbD-H6jbqLT?yB1y=#F2yilhhV843{ttqm8$6Fe|2p{HU`XDoK${sLs;xj~ z$p1yM5g3Sr4gMo15q!G;F+1`4>LR8Mc!4R8)Uq`zP@4xXknW3ACH2MgO(~zIdHIy9QzAJ@jpenVqF1{U7q z7-^h|9=$to?U_|_^>;IxVqZ=lSpwQBJVAWoNLTq<^zJByc}@Bvf}(z?5;V`G9S7TU z>qSOu#kT|02dbnK3YNzq@)wz5iJPP}E%UKc1ku~))!Ck1et_ZW#tl<)_i^5g!*iqNkHdD7$Gh=jHBLI#h|z02ZSDle;Un}N zNvd%_SbD)DU0j5GqLfBq8x!c>JpI~`xd3MVY>2AU>Bf75@&agec^`%ATPJxSxh?|! zc<+wF2f5h&?!eDtl3eBfDyQ5E5vyq0g{Es>Qb4zC7$Xw(DiTct^A>iF<~x|D4|rw} zqDJ=uaP|S6ZSw|(*-a(GuYeToK>Ce zy4RRz0VYzAbYKdo=9}Q2Oz_~2{>#!(_Q7tj6lM4t(9*E6sdeYlrAz%l|D?5g6*9@W z+U?Jx44#nv2Mz>GatiikH2^e#Qx;9yxQ93i=*N#eqW&Z(dA?^j8T80*(+kN@8cV%0}4gp#j_CBB=M0K|cbh`G8bf;to{fxVQgqoVpul zMava3xb8sy1(4NR{j-G9)3G?d?HN!FgJ|}DurtO$Ylkxf-9c9z-ir%^5m#uU3AYH_ ztCOrB4gbNAu1VVWDMkn!Guuv$%T3Dtoad&9I$bO3lo7mnh2SKb;?0W(i z$?g~6N|0Y`Z52l>Y1IdoLBe#g#}f%{FhQ?^<-s(LQmi!7dr_Pz<{|Z=p5*`lo&k;d z{hl6SHP6cy0buzffM^z$&-2H-^=rQC`-U88Z+8+^RyIRto0&MB*y-=Vu8-uYS8!pX zt+|@NnUFTW-_UI1>u&EJL%<&VZhKjJtJa)n0aj%~^AN2DAyUAR@M8$;es9Q4gi4M? zJD;ELfvd==3+bdMSJYL<3tQGwOqCyqbTe~ups$$k0Vt~dn(*s(x9i9!RO zL^WE$DMt(44jxPa6=$ez;6Ft(wqsFMaU|OBRQ=}e22bla#px%Yi*w)0k^_U}5mX7n zh!7)7%h7mGu|Q|mZ5t5xs)2#Px~)~QlZGGj$^%)wYQAvpF_1&g+02!k6|X>h+xrkD zb!f99PD-ivVnn5Z?jw(Mz%M&R6@uoY>ERbQHdCfs<^o#0=9_Pxfj$EK(zVu5zBkY( zU@k2Lt~@*coys%Uvxba3t(6l<>#6}F!NY9DUk32FK(Mo5;Qe3fG5=>=^?w-MfVE4I zgmR3V0{E(y^PmmTSFhqhD;@BQTYz>mFm2!&6`as{oT;~;_ z1S~%d3{<8EZ*A+S15SXwIePDaA^rM|8=t|=$YIE&nb>aXbnwTL^p+E091cD5hKLDAu7|;`* z+8djL8s>auNZlaP2&sBx?4`^`^?}xrg6eRl1#rOE-*K}@x>a|nLFjQ9e0K)0kODKH z=r1zuL1ahqo>E{4IDY*2o*m>JN+#Ql z*t+}p9?;t+jvLMy7esLa6nN%GFDz^y=&s2|wG4!dh?pE_IN7Z~0{jS;{qcNy!eDc{ z`+DhaA2A1+XC_xWLQrv+w$oka{tT2jI5g?I6Sqr@PZN=r&~P$?1up!3KvY(e=g0!I ztcF|vnlKhZfP1{r?>n%Wues7*5FvPBc#I+8LtV>dN{A~g^E{?*$tl5RrS#tAR&`bJ z$rXDzs($-1zFB&aMT>57q^=VK`W%BI=)j^q)a*y&GN<@B3Sy#cQOMvn7?Hx&DqQn= zSpCR}0W4hKFpA(}Pf>y)~_q3WJceT#yk5am0<5tEBu?CTKY=aRsVp zZK{!l)uM=AI&kB`Et>pm399h{6H@xCKG=Nce*Nz=sQPUl?d`l7WuA1{A%CQzTM1 z4V1Vnt>)I6%D$f}0evpHbVL+d2{=1dzr)xnQ4JD;0>Q)rPg|Xx?EZe?oSga z=R-RH)Poy7auwJ+LxeG16Lw~gs=J!Sl~nhZ0MSZm$}0A4s`kv6^mVaEN0L=5`r`Wj zRzt=yvy4G`cuKNGz}12#&TX;d$EOaw?haI#4uLN{I<#yAHog@DZ?+@}aDLfyP6BoL z7UJof5?R*O0MIJ8WA5v|fbokf7F!}TqZOkl<<+ZK{eY3iJE)gFLZX*?*)0@%0VHo|S|2Td_M zy#84o2z?f*>~ur6>O!X&Vr>raZvQWzkod2FAoIBIJ@8$ceH*C%nU>qGYr|jf>LX$az_U&(=PrUP+v?iLJQwKr;NRQ9yZ+)qb1s9Db~|hYyHeNky=n<} z{jZ>TGak2&`nGbcr^jO(NtcLIQiRzxI#9Jf$Iov8DbRl7-+S0T>M&E69IcgOq+IS> z?j^1#Rvg%*{LbJMWyA$#Q`2gWeMB`OPx?QART*3&zy)PD0ro1M-yK^RT1Xs>?3N!u zX`eiKQeFzky3>E}cZbO_V8t%`YQ+x)!7U{bM<)hKf9j2zT79}kIxVaNVl9bQ_Uiab zAT^eJD`+KK7t=Z&5Esy{4n8%JYYmgNWsBTlX(HR~&sO`w|Bt;l4`}jS*M6gx+JcH* zWpF~YT}}+5MNmP5LlIjCR0v@TsE8n85P={=h@yxE0o$r52q;#8gd{)+QwS&sSP|ls z1i~bs3<*g@41t8<+;2cTtnP2Gz0TVEeCM3+KV=Mg-}iZ*`@XO1cfs4Lb)Br0R!RwX z&uwt;ZClK(0r<#vs)>VC*=M#^r6A}RZD_^JR|@d-H%rgvrBn#6;sMoR8m8SPEG-X5 z`iOkbWgg%rZa$E2E@K?#&2+#I@x$clapF0{ zb>Cb`fZCqbyBauLBcN^)*FTHf@v^+ansowT9O7X>#Yp0MBiXgXb!OhV(1L26zYvv| zpZ9?vplUZxT%3hdTEx%|!okIZi5yvE)jN7e7n)8*nSA=N)+ljA69+6f-p;; zeOW}Yn~lltwD1_V`e_VF_!0pq-Cz0O!@%`J8_~Z+)PFsutXEL<0;FMOAO9w#Kz<#9 z><@2qKVDm8(fq%`GWd5bJ+>~L{;suPic?-a2z|w0{f30Y(39H#VQLFivox*@>0%6a z)#Q2BU(@EamIQtc2&NDxlGQFJHk@#f>J}R6&Vx}x(~TR8Gb^$y7lQL&pZNZu1j@>k zq>rlvp@b#4&y*|(QEUx+cOJC>bztGgqa?_{=UZ4>wv_Q@u)p^8_d5-@-rgBoP?otq zPDo_cf@JcrPM2V0V*DLCR#v=iqjV@o0?ejHA}HL4{`kI90I;HY(9eb%lO<4#0P_HE z{KGkvMM%)UL$2_ilmC=29l#LBHb05gk18>0WkwBvJ|g(z4=Vecgp3SWhsl|EydBAq zw<_RLK@{?gw^90>L(~aW$29$&o`}d4A&S!WgYM_s1`Q|Mo15}|vvLc+l;|WZ=UGiG z`TFax>(Mr??tGm^cx?WTu5wsFywM*P5DvMqRVLHP6E1OsL8RBvwHTH`h~neZ9r{vP^h5ge73lY`wU^@T>foA0`a~goRtis-sIt{Go)xYr@p72P|tgo02ZNiVFjO+WwRkI!1c zGA;n(l(e<weMcna>8a2s%xT3teYUG;F7l%yJ`VCdWAaL9rtPg(^yC+<6+ z=(Tmx?gO9PQx&`o8ouD+4Yp0QxZ2<+=*J_?!I*;5JwY$u)F*$Wt|4}5Mnq@=)uNS4 zF)7-^)3x0HKwtbS$??D%b*FJgVCovh9CaM^AuEcQ3SXtX1Z~icGKWDaUC!t=qs2kp zzt6fmdxAo*a3+r`hCt_j2lRVW76S1j%*6<>5AYgs#+Rr`;|m9X`Lp*a=s&&$BeeJx z*JQa;p(u!mDFGdbzqqvxnhFH_bBd-P=cH7A24j;pz{VkCola=7QrBT^Hn_6GncBlg z{ca9{HM%G63ED$ zfbAxzTP#>Q!6i4~+Xij9wU#~)z_I#OQ)3r1==A1Hz)$m_w+80Y`Z@%a22(ILCZKME z_e25Xw0MbIqBp#YE2`RhoG>N$?c@Nvizgmr#cA4t&w@FMztgSzE-t}uz;xu*OVWi+ z_hns0Bj|~8bw4hR)6>BLvTMIUm#9NAQHPlx7Yst<3P2U+X3C z1Qs(HLHuZtJBQVM<2~_?72&sv-Uh=9*uEMV{+<4<*cmy@oF=9h%kA#!1TDG*j!Dql|TTgtm6tQp^f#ICVFBr=3wV}n7_^6~zvEW1Y4$Pg8B_(8z z)&uMHA_bX_-**Pm$EF~8v*Q%WEQz=rbfbeo9d!VJR71{>Qn_SBg;>MKu~Sr$B~ z1u)iPq^nOAk@B-m>|Zn@1_o%)>KnC`QbzY2p*MCgVOX?QDzBU*R@`0!ewe@L)GqJI zG~*%Yu_HNEPTFjt+mW0&w;Ba`q*s6$Uf6}=$6L9#@+&?uhKoR;!pu+My~J=)iyXT~ z&;L)fD!r(xtz?d7 z((B=t-Eg8U$dJJdq?v;lHP?OfO-f7g?q<`pOW-x88MGo~Drm|cfqv|ZmX=g*Qet9} z(8R5LK@lK7yPBcpdLC>(p2X?i?DwMah*1S%5&Ck~{zAzNRJQZ7jHwpv@t`=sQknj? zI{)+SBEVcl9RNm+sT;*$_=sQ|s^Av*`a?dseLs+OuhD>46!t zUk(RTXB}t9&TP*tvUp$w*DaSyJ}C#4jA1kv8AE}Tk#`gm--}G-f!%eOTQeRn)K>Vz z8NQjR=reT$kt0k=D?q5P19~$Lz^ry6{>5AJ2j^ykg6(9D$!cvB-oIc1Bv1xaY#-iZ z;(eA?1C868u(AC!klj!L|B^awPxx(Ab_kP^sX!D-h!5F`jgz(%o48g)ZU$>tmYL)@ zHxRUXmF+ykR-E5DM7)Mav{bOPdOn~Mnh-4#b3vkXXf-Nv^2p!#Q{7mU-Kth1^bM06 z_6d$qMjsPIwJKi%=sBUAE1-}*1)L(Nl@)hyX}W@9CFn{Ao6=UA($R%hcpi6Sr#EPX z65EdRnaH$u1dW{L+2Cm(bI!-*TXPJ@Uamc22>n{aMI8!d@4#*~ZQxoDn2Ot!V{!5# z&g+iqN_tgOxx9EiCYYKpzEQwA+DSvl>hsfQqprY4uT2wV+!73G0I*t+gS48pm;1Tu z>({@9QaTWNsLQahlqDU=>(&*_4Q1M4ZD!T50=g9-Luv3zse2cd^Es5((4mBO{^nHM zvGp40ysMkuG7;dWO0y&gH%DLVTxB)-ozABL!`%z^f(PxbpZYh(_w5Id+)E#n?^+=Z zi%HW-citx4X&15bp1Cp-%)&%&kJUMe@l%X`o69Shk10zU;+6dj$IGr8E>sRr&PAc# z2*4q18TFvCMP}&_1xDUit<1b(5Tw;dw`D38un03y*071##yjg(!o&1aS~1A`;hxyO zB$nmuif@d7anCh1mQGi#Y&}93ezzt5BtPA3K!EedxMxF?G+lA@Y%Z|9c${=oPmbZ+ z!d}&@XxWgiR#LH#ZV;91+sdC^GJ%G^a`X2GE1{03FL2M;$*<@O$^+OcnF*r9i=S!) zj<0ozDGckR<*(a>PA<-NEByNVy6rGbXD3BfKUoV}B`Can&Qii26Ql;vu+O~A6Aq;_ zOx)u+Zve4N{2?Xr+{j=O>85f89x58qpW4nrmB;){ouTPmJM(#on|;?ZGl|`B`Apl% zba-V$UFPDOIM7ja_qErK0&M1#(h0O%d#-Ds#Q2S^4VEjnZ};U6er`>CCmc`C9&KX{ zyjDY9CsgCcqu0%I)PC5*jril|b~m>&9ROm?nAr1jOwv|45?}dQhk{q^JZ_#!JI~@d zgtSIq0j&d;e*cA)RN8HB>t~*>$aXxLvhiLFmCR>LMdzGIQo1a%`I*K9qYoVr*`bL# z;10#vSrJ&=B$5`GK^N`7l7i16BrQ?gOvLke20FPu`D1|GYi%pmk9@lwU;I(_3FfVVS75B=r3R5b_l9_=p`Mpp1sI0IABzKxrf;gcA z*;YQw+kd4*Bzm4EgHmM$$P~|LK+!GOd~F77df6h-@=l>9{>=>?(0a?6&#`L~5zvMN9rt}VvEei;22 zRP{kE^?hv2`xL&L&Bj_sLy*gV4xE5eKh&9{pxlBvT{Vo6s(!E3AMfk)zMhfceh{3@ z8=(fEyRjF6^0eUNC{o3^_8*76797q`;$SdecK3HxNapXVkU~9)K@(=1XlFYiyKl6- z$UemI3fyUD8UdaR(y&KW0%+n6L=gz)bLPxB4{~@N9{xdVOA9NvT>(liMAZmmK@-~C zT~$zqFqBYwtlPBddV?LgI7|q86;<)Uz)b1Yy#n%9fEcY>wQ46!!$sg%&NlNp;s>o? zzdAoxLEBl%^M^PF1-UjH2k@*Tng>8ncw0N-Wr%fF)%Zp9WJLp@Z}3M-5tuL{2Ho^32$>n&G+8S{F{d<^=rSXc?Y_y%MwjyqDZ zuO=N?cdq&DxPJZgR?4h14YahASj)hns32ciph^MmXefr!T`4I38ntDD+myDl>5pr8 z2J!1nDsMJe>GZ%#s<-~w5fff*3W9KcY4D4E{yMIEgfPHE=xiBn?9HX%kTu%)Tc(%2 z(I-?Nisc1iFb-&aR_^o&W%>G!V&BLPTjEO^mgu02M4ibJUSL^x$N_X=813v1{xoM) zt{yuKFeiD=P!<_qGSjWuPHk*whFb=}p7k^ltki)>U5@=iVr~mf=_7cz{FBdtOfAyd z?QC_m{3JGn@bH|hID)NMXD%&!QB)qKj=^LBKY+|^CLSb4(lcsw7rV1g4%K2)X~buw zFI6Q75G|qa1{;J-K!u()VW?*xQUIi6Pk+?;fXL+F1`-=2(xqoXSOJ$GRJu^5wB0$R zwa(y-{a{E)6)qnH&LLtqEq}q#gz8u8dn2ca@Jh>B}&@aEsA@m;3>@UMWpOE$D;$`AX+aB8H*M| zWqOSpAsm9DP7n1RiEWfbv$aVO;V7^3AGXaym{$a%@`gWSR@SvP~%8gy+ru^BVQ~xUf?;k4KHf&>b{f8fZ@SS)};SXvkPMJ{{4CuV| z-6L08JUciCQJK0118Cy8`>sq&-rrl>E*kl+H~@(09A%6T)Fj{it|nK81A#4g9+8UD5X`Q11VWm)^=@Ra zTiefIkrj=e>19DAP@zHo_e+;9^%No9hu^p311SE!zD5)mN5@Cm#an;FfH8fTjKW z$b&9+GX?%Jsw}Eu=qw<`5cCx;KtW`zaRSLl0FlZUD${~oYZ%VyXsDT1Ab||~VShl@ zNQB$F4kiIct!&6Y*aUsnev_rz!#)!N#NA~HdM3~~0;TuE!hA8|8+a>_!~fn2bHT81-I zv7~Q;VMd}Ie@yQUa^BB}7nHXWcm>Qm{2n^o>DsIyXb+~3zxfCDn-YFycM;Tjo~+Z_6AogeA7=;R`*cFzym|B1Dy@I1>Ht;s zQ2lqnzL;8l`O<5$n&`bA+jHr5r%!;9s>;5@!TbWVW;-R?ZZRMH3O^+Mco7zlO|3Gy z!l)vLED)A=OIf52l6;qZ{zcbOG>Xr<*I>0THgiuq($cT zp=9xMZpK4|dV5!kNy9l0pFSEHsCtFdmYdo$B zw>4lnEnVgp)~z&GmWPeOz$P1{I^d`mrapq9>XKg(cmjATm={4>+zH^RO+P`K?HW{W z{~#kCs|rkD5_@2nu!T6-c_LCeT9mn7>n4;#^k_R#H;5GhwGHk;7i)SMe*t=cX|mn! zk)daIOOWtRU~ZHDG50va@Jv)(2q;V3+;@E~c=H;-QMd|d5$^=7uf%Ukpg;P(*IPu3 z32g;9rZwO!RKC^JJD?!0UcX&*cwbeU{c6?v`5xi`V8HQHnX19_03ugXp;6k{JTk`( z^xeq9_8W}Vw@jtwK=fRNXAq92`?1$t;c|ZD^X9={f4T_PNobir1+&Em$EhJ4S@Y7tj)&L)!7)Y^ zJ$SG^YWwG?)A#<|9k0nVhuK0=xA|JJ?7So3dMk5{`PFL%J-ua-2g@P?9Dm5K#1Q7@gJ{NgIJ!dM)QXexBOaV=gK zt8pD1^v`axuy^QLsKY9Z@S2ZiPfE5Jz*H7hI1=Kr4{6yO zJc1)3oTvlYee5knBsIbauJ@tdUu0Jx>HcD%nT>dIk55wU-l%q zCTUYWPT&~Y5DyV@rdYGk z{?!)%X5}lf2HU z@jcwl7_-oQAf|^Mo+kr3AKv%^a|&h$+c%Dd;KhtD)YaBjjSlr9dfD{SzcQZXLof5K z5xgv=T&kID;y&*;%Pel79rB6hh028W;4Y&iY3udhvLF?n^RMXQ^P|KkGcmZmfY{b#ZNBr z^b5=QPU};pUa3wWc^|*xb<9(EqgD6*7jP0;rZS+Z#(rB2a(@P z5K6?WSIa7IeuCO!_ZL&U+dStv_&Xw`)t!keHz4?)jkX6HzYH_T`5_wP9(e#y?8Zk} zX=@y(2;$H`lO{K{V)PSE)I_0C_ZbKO=1 zpyPWT+L!)Hq(rW>f&mB*K4K>Xd{Tv&g(m=of^{H`jSM5qJb20Q}RYv6B(jz3L+Op}jeJznE-warnH;hy#u&zWuN3fl| zZ#H21Ye$fS^dLME&M3_}bB^5>fhs{DV5=aIT@QcoWQ8%S!Er{@ej;EDCc3*z>4;dz zzrB1R2zHRX^3|BBy#OROkT=%gZcay3H(;>wY2I>2uL4#GUo{2-K~7H~ZSNP2%ck)R zHyX|&&&*dJ0}38TZO?yh9Uu z;BJ9N=c?Lt-6I2=TYqUQPoev+@{cqzzb8gDYW$!*f=E&0t~B7(4|hO(;oIkXOrTSz z#uEJaNBriJH=(a|WY4zT9VHK_Fl~IoKpc%Y4!e`cjnAW1IB0!FxuQm^Xd2X1KM_JL zfB-`(UYqpox6Kiw=Gs68n}K?c0g_GP{)@95#Rc4XF5_WIdej4}TA5zP3mP>}A%{T> zk|{K(4qLt}7%7vf4eo@o9iVPZ#~jWLGd6jIjH0gO{AW1=RnIm(1zzzHnx<2T-w}Eo zj{kY+3dtQ%IA-N_q)|kf@^|Aev%I%}89^9%JEh9OI68hNmf7-b?nJq3ObK)?9KVnV z2Inrai}%-Gqyan9t?vPA4p3xB90F)7OOJZ1jjj4x=lOM=G`)^n>unKCBn_!Uu1rM* zZSk0j3MzujcN;yQ%hU|U3<#tG+1b2ou>aV$*3D*Qp5*B=->{Rnt_mE?(1TzD;3ro( z>Qx^I)}bXj8-F$zG&ZM05nbx7@0({f z@4z)Ug^$0j)^zcDqd;36-425N@R%ai1T&UqRrY|7&tD>ysO}gjJ`1N4|Mq@N{F}FQ z%L4ET^DXXeuQNw-NJT3?#QS`~bKVbg2%813)$Wjo>K3mKPDrvm(By->2kY&9jr1jP z?KU-4$MA*`CTzvuNc&OSQpmu`RvCP3u@KHTHLq;NRF3q03ZqEHJI#4O_9nO4hPmIo z7j7Ag9V;zWKTd6*T?qI2#0yEAN#)o#fZ1OR8C4=g|FHVd6m6L*UHMFxGCH-yAx1klI^Iv=gK=sVj42;TpQwSal{}P1EjqVxV#QY|6laHu zxO|ax_98Q10vEYn@T0owhJp+Gd-AduuBy$}YJ3AsU4Q1!h92%8%Ni#+1Ux`iA96(d z@AT?Gj1ZzdTnDO1=q#UVfg&*gprFVp8T8XfL_Df0uP^H#vU-44h*S_Op&pHH;e zJxo3*c6pCgTh$jEQ(&t?6hD8+=qo>Z76C;d9gh&6!3CT8 z`=SJPu>VDhFVbn+p%2+ZCyuUG6;mCib?eq$j$zP&{uy^4BSydHvWTtfzb5E0j8w11RFrkVek*e32z7t7mYFB6M)5`j zYY;Vn1L;n0)WlE*;&)yN#XC~&fOmL6_eu&2B7cNRr7~IeLof69L3&WY0Tch5Frv9B zG{PK7u#@cIA;x#`q#QBYe z?m}VaU!zoL4L3B zw3=FBRQrLqN`#XSoAr8)Gk_mQ7)9o!8ku$PvRd&38_5iWM-r}wY9l?c8XxrCUqtbm zLwMVzz*~5TYjM=TS@U(ClAD-n$-}Not*+5zXq`eKm!^GMut_IVU}~Tf?ZD*f?F=bP ztj5}oN3td2q1woff9B9$#2jqOPFa6lEt z3khPXFkVQ1P}e5rW#ct=TG!AZKtlhs`0qi$nDJ~xeS_GIj=t2uk`x-#Gj?FO{lxJ^ zCp<$5yHNWM4@2__7{Oe%tPli?<0n!_Do}aNaK82H&8-;NJA@^o_qvi1Q;37%mMsLdODzWnoE zT6FlO;v&?yLyi|0$CgDI#iW}jR;pg2T5fm;u%Z{)$juXH;ucpLw5|XU;ZYcVYa9#N za*p_QNtVgoXBia=1SGm2C@5W}1MJUEL(Cu~`NHpPSflt7YkXy>=ZcgxsjP=ksR+x> zLD=}7OnKKHF6zUV#V~;C)(ELB0PwqPc(b&nRM1K5*ec3tO#Cu${su|bQKFWDoK0so zGqa)=)$KUS_NgPc#qY3%5l5)t8lMyGgsZbUrx}<)T3Jy%c|qMrh7PI2rcRd5K-B|n zJY`245~Ur%G{MGm+L=h=tz@-j#rC?*O@ZoRvPE?;B-7{1^DPki*WTan$&5P-#!R%w z8*w?)QXIN;o^^oWntS3$hNg1c7yocQJ{w!rN2hp-*925SJV z;PqbI@>mRjWx7gIGuLjoX|yOQvIb5(IR zdfpiziV_j{9pbVFnPV1n@IP=M=O_L(bq$x# z9cSEH2%Govc`h?hryY=>y&V{F?wjOj=xAh{h9bn9Ue+BJZ!54Q?Zl1^_&qV>$awqd z9FQmgD&bxuBFbF}qTKY5&qJ+{+MVOL&n@F#Jn2*DAb2B#iQkQ7L=}jR$^T!E&;2JA zzF>4)>KfS-5g&d^0An)EG^5L!Mvb^E9a#_HnDP)%8S;EpS69Of(4<(ejeD>p0?__9 z%8UG`ENF&z{yYJ<0Pp92oV%xMa+xddC{@JNh*s?xpQP7#6_->@M&^rENqkK@u{F+T zS|Y|fyGn+A-PpB?Sehm%wIIMJiU^!>-S}~Z4&BzMQE$@kgk%H>+&iW4X)I9OsKLYh z%m^*&WfkkTOw=7}>2UOo?_J8~lW;zhtKz%;O>+2-laFLGP`;25#?SYts{%*$KSLZ> z--m4PPW33}cQgEocR0b7a$F3u5<>q(OAYCKQ>H__lUlxdSY_qvdB?bto$j(1nb__z zPEC>D9$840BOF0vah3BEx|QAsCsOzD2OWXZao6W;F0PCbPc+IMw~ZgF2{7UH>z+@k z>~h~vZi}r@KgzY~2J(1OWs$x6s!QWZ@#DttnfM0x$*@5MHb@bfzo{p{7+2>3W=$YM z<4>LX22RLo;#S}~V_jIG7%+2G=Gr2DK(8UiLnM{NX>i~;k5Cc;leqfVvVPSZ5D1bq zLf6E(yYqR`Zfe;e_IGrz4C33($KTG4ZYoEwoOf0G)5*j6lF7gf8`;Fri3c=2h>ISm zgOk=4IBAI=a>s7L_qI!oDgg6zmmJ@NsCre&cJvy$8dEhfv}Siy zXnsfHUFhZ3+W#rvN9Ui4(Sx&Akq4jfR)tFEv1wEsk-B=mLyo#XQGc>Lj-=0y)uv!C z`f!ATc8HI89)eCzFFtB>Fnd2=)p0Fzc*Yd^Mn<&P7OSRXreG9+Zo{CzqgtULKUl#1 zp~_K>GAo{rzG8+x&BQB%_~qSt4=an+s?kp{8Rc(FjW&D==o@&~b~whAn!B&QHC`7# z6ccr@ulMtqe5uj!_;43R(=$QSP3#=>QxARWyMg#pOw$bFu9}xo=^A-lehASX{^wzP zze16`&i(<}Di+JvDIzz80DODLfe5z{o=#=fLDFQd>>x>7jU! z;!v&Jk3dCRch5kP;cuJx>=Tc85P5CSofvpIJ6GL31TC@E75Umwt8m=rKy_=I4NV8( zcwk8f%7Wz?ZSxjJROmXeU&F{%*;Z7sKL}Xw%N&N1HAA&4Cge30RxY^=JtpAD{ppFJ zPs{CszdcvwtoPuSTwxi{Px(@o+t`8_C$y^dOTCOg8HQ9#^J{-ZmIFn`;LQ8wztD&! zn(DAs|F7NLolk*5Z5h{ zA{TEjWc?NG!3L!Yy4o1lmZ1>m8~G;5_AM)%O4^bL435#gQu!ognMqA}%EQ-zWq!CD za?B*ta(IM&Ji`QX1tEOF*nsEXNk52lyGZ^?H#3}P16m9miyx8Wn5KCGdG#Qq5P||P zQaxC7fpxwV{4gNxQ1@1$%Yy+uO?7KOsG;*z81D=9!pKNWIl617yDHDmJQf_-FcU2? zC`{<3m*3Gby2Tv>+gEL!$!pmc`U+K)U)~_71Hfuo)eJevUXTh@-MZ;)V`oFAsD~~Bwgatt)iB9 zaQ_U4sq8`1X@6YZtQyv_@x+#qJ$$Wl!NEBb&e9_@sN5Dv?e&igKBv-Ajez!v1YqGYBnIHv9q|HX}NLjuq zLDqf~f}$6@e~ei|Z~*^dA0P&q0EHaPC`a-Wj&TG^RlcV9T7$;dnBJu02cGszt!HFi z-Sn-DpHAmfz$;&e$-j?%kRu!94-%Vu-@PBoZsOcsAK64fP8`06bny!<(Bw+`5?po^Uf zIM(;oA;nrfbcj$*UfX`P<&&GmfDo|Z&TNilR_w3*?0t~)mnYj*u*Z+-e$)u?$B_r~ z=k9y@lB0&oc0hvuo(dz|R!T2&^XHP9-*P@f^`#>?^IKf^V8EH1#U%PYRiVtAM&L-` z=q~!3BnqT@kgZg)g3e*6evY^8R8Z6rfI{t_3+XDkO5oC>$`YWI_@AWP` z%k~N*L12*u@DFZ2~ki4d#vHyHMRp8@hM+;67~^GVlfyf8tqmDCw1@dg0#gyO*c<4^*5bd=7OptLMQBcOa*VF)Cp+gm_Lp? z*D6v)J*JQp8(3HQNr)PmQ+WX>E^HL$*rYN8zy-n3* zNgbQlTC$d&)C$xnKFU z=LLO?iRYi$lFZfa3*My489DnhY^2nqQg`jvTC1e3^l#P=hEp=y`ElG{?u>0OKp7Eu zU~w!vj0hUC%2^9Ql?GCfy6sTW!aIXlkEnHL#wab>u>Fa>dl*5M-!cAMH%4?cSGhqogm(M z2-xrTafBXnKpKu^UO`+Mv1>-&_!gnZay)GEB)7?ZaqV{Rgdj=*w3Hx>rPJyYD~Zw2 zy(W7WZ9xN7joEJ>r|HzeLemU+NL}}#X4pR;G}<a4%HsG?7jRR zc0*D0cN$BfbZ40hd#!dpvGT}xKzQuaOD0+A|D-rzRm6cKQzmM;e`*X{BL|$vQf&b;;REn>8#SH2p~zH0m0<<4xd|p;C@9y(G1Tr_s=( zA{4Fd9e_w6=scG;-e9c#(3ieb>0D4+C#Iz9CU9Cmhq{EAKjIPf80l3C}3-m^%LWH5S*FOHCijCc+{(BSUMRaGNU7$cxJSZBDIMdaG^UtXZ?191)6X)hnda20)#n z=p#56OMu_~iFT@oqz~rt++9d|&k!prqWV6@4`W3l@9kd*zYi4YFhtNLL~?Ht78NHn z-5!ZV%Hu?1*kk|$W>oFdX4iW3adoYV;Nmlzn|9sK(bm`|UKn#DOzM$QBY3|k_HN*A z=aY#&|a?DJM+L_Pi^?f{7AffXB1kP7$W8mv@cdt10glkYY!@$`}^?ksxp z@Zl$Q;G1`#`beHPwyHEon~~5C-2`;5vG7a2NcUQl?`t5q?)x#Oi1XF;OGyX%%r$&I z$Ib91{8^3URSlA|QL0|6}%mUo+g( zxmU@hqNaQgB#9>V&f2Ls-?SFZHZXcA;jqw(;v?g@!)z$dLM5%ABLR@nu2WGJY89Yo zX`bd`d4t~`U;sLgiUT_4A@PqouboR+pce&8=kpZKbXw`C+6vTRoP7fh;B>buD=R}F z=%mp1+}twy9flJ7I|ISb~Syt=^kkQ95%B=kwSJ2X~F< z_HE`iE1mMgpFNvR*n2)s^N#2e%*KbP6YkKNI3#{2zu50}$?BY5<*h+3EszMuaU=YT z(>}#VGq54U9k`GQhV9<+_VA@B^AxC_JR!6pHwOLz9x3n(0-^&|27?4d6;%y_1m`2P zMDG%CLK_a$2>MpH%C_H=KtdB?a<41B%bhZ^t;z24!dS-eQk_#mXQI6pK`0Pzl@)t& z>)LHQz1t&t2R%drl0RF(Y_E@Hh1a4}iH+svZA$aS)g(8rNHCcT*WLFRXvaf_k?prh z_6f=ntNJgk#{`izwnnh_GK1ak#brf#&%bvK;9PlTY7n^X23BenyJLTZ z6)Aw@w7|fjH@@}|ThpGBT{)4OJqi3P2Ir_;{RiT$)KFY;13KA6r%U0Ln*lS0c_`m+ zDW8XiESdFSEkeQFS3>Dt0QqE}gBw8!S4cgqc<5y5DC~2HhUpi z!yq)cS*r96hS;&)qR{3*2PJ!Jp?5_ zoCwXB0&A&WY<6bF#E=kko1tHAwK(a;eizG(Ju~Qv;xFxIZTsHha~1O**vpO!Kye3k zdmEhiViBW0WO-_jBQpKJP-`u(XgQV;vP2Ts!CYKC9Zfazo9i52sLsUu!o zD{1@86NWm3T8}lCWgO>x`C9dZW{Cmu(wdG?!SQbAU!fC_!Idv>Qp@`hdY*|12{G`v z0|V*lslhJmDk$H|`v2a_&0zVUhY)$9YJ1{Ye^hXd_Je|J?3+`1Kw5+d$!}p&08QOr z{9$SQ50h8^b=%RuRXqyOFdD+W?=5NrKo$>;0KF>~Zu!lz#M|#wVhID*so1BgZ`f>h z={OuYkcb>mtH*#;UVDfS!`2`rtVm0tRq=sR+gLVDsr9!Cwr%M|4)8&aQ8A2Exe%g4LP+c`n5QBD>V8?E@i$1 z)Gzme?*|`SJptST?`T3*TYvuv#I_Ea%~CvqKllS;+kJ0AM5rGV%&X;?L0M5Mwg%$U zBQOK2X9J(k@ob*N@6tCyFKbRtV>>5~8^6QBa^;Si*k>WN0+xK#VG@S5J~@QZh}VOi zwAzwzTY95Q3_8hMDb9~P%YU!u$zWt|f6+MWigNfUx#JrDl}0`PG1ssRC{ zXTyE0vTu&x{UN5*BC}J-rBL&9@ptZkck+(ria)JUeN$`HMb#R0>33_?cAxeL-DjI% z#G1hYvcU*ya}M#*ZU8j1NhSFBcs>g5PqDFhl7@ZHmwZ)s>rv!i!n~*Kh)w?0rrh ztLDYeQ2Ae>=zo`_j@owT<>#T(@n%6SuoMPhf|3)DUQbC;*U-@Dgw;nifYC4e5M?{< zt5mgIkg?KI*y6Xn`=cZ1-@1YF;}8Ys;k_`f%t%{NPhp z@-HK8Rb<0GG3ZGj(!8w*5T=H7ETN~!YR|rLSMY6-|53;|ZG|uRfal6R%>!U}OcGj= zEz8w^VdY{k&Ed4Rw#K2I%XYpALDF>M%5yJb2AK36 z(5xFP7D^26@7;PVaY`eSw-6413$V&@?~;xU0z z-{Jiab&o|rDu(71j4p!suU{Wq0MR~wP&n$R){p%@lJ@IXzt7-?>T`u=(0rKnvXBfX zNO`oy z8Y%fG8tD;?%|{YzfYVsh4Ye2ZyYdl7gyt;f>km&raGtH%oP zu6$FR4h{dj^&rUqgBY@5?w`ewuAP4nLmGBUU<35>L+IWRr@&5Uo`C4qXBNQTC_0dij4fXGFz&r-{_hGD;%Xw4(;;9T`6;w@42;Ry42$A)GKN*b%$ zL1kh@;qPciklqQZI9k>%6w@31mUVoqT4_M};I7jMItQ{{=M;H$uiI$S%CsP9odZ=J zJxq3!@fm8dU0NE;!eaaF+y=G4Ws7H*h7p6c&LKGt^lUlM0uJ}mq<6Z`?bp_DH@^6u zCi<7910qB7I z5%#K;ZV)a7Y7^q8%rD>0Y`TajGG{ubJ-ed&3bxo1;Z8@7<+O=oTv&~X;_{uwW!moy zvLVKHcxkx#QiP&?7;2czGuWU8I6`0xPXtm%zm`V2Y6O~*Mo(gI(-RLry^hEvdW!tlg}^$*feZ)&DLr#?C7e;r zGeOTOzR%Uo9zCKjYGe}oL)RT zuU1+<{dHjnIgwC{G>-wIAi(psG15*z5HZC8?kas}{7#i71^|Jhu zcv$xS?uNkm`0m>6xtc`kS_%G$i5DD{dh9l~a!tlIWI4`vAvDtZN@B`K>vbOK2z1o) z(eIgMB~xEz4_|cy#9A`!SBl@o+dAk;6m9uFL&Py=o69!*S*mog^r`ISak08_H|NMp zn~XYz5M${eb{iWSbks?#<$L;J#=A0_eUeV`DkK`1B>qaz!l@JwFLqTutnR7 z4q$_>xmk_9t>z_D-l!E=kNM-&3PCygpdbzUoMZEFA`jMiZ7s;yJ3e$JF(~iOVzO}b z&EH|V2mNM3f5p4UhRqhcIwcWOb~3Rvr6&$LWK7`f<DeIe*!6flL^$M|l+=bH&H*870Bb_vUF=mTpWsK}r|5$KJ6%i*Jhx zvtmf`0~#*|`p%!;D}IW}pRA3Flwp3T<8wUy49trXK1VIK<~HKQPZ14E=`U9L+~^nj z8HZoq(<_7-^WecbgM%9Ahs?n-t4)!Plvn&l5jP;y_&ztfjn7#3>6rwokNjsspJ42+ ziG$r|l|orLx464s&DeP)`vzh2j>k6_U;g3MiThhuJS%R!zIV>I z%e2!M+9t$&qI39fYXTOnI)zDku;9_dlOC_3Uys01TBEj z-fAn03rB6%pit{tU=Bqv+Sz7%;}y5O2oj-pGiRAO6dyPdN{jM>#p5~-5~#}x7stf_ z4-@^;X&L{nUQtw?F$xuQ#JqRylf*F9@%d-cdG14j(FSO;_$$+(x;{MIa2%?-`;i~V zSmi~Cs`iNva=`lU#8J4xSh@BFdb0YG^^cHr(X-P;T+cshJDSUVLz{kuzV*#Jysme=FJ6j$}2y-@}8I8G_mzxia@#fe%`} zzD7QN`d-_+jK^7Cg308J$CI+Xi&K>^CnnFOk?mp(ki@l?y zFIy>6(#_JzWGklJgS>@zFMCXRLq6QGt9AzJmpeX^vIx1qIRIQv^h)5ggeY*(n>ID^ zj>9=nkLcl7^$zfoi526QPKM4y1fpZv5SjL+oRo6A<`*@#x{U`YZ(5of+t&S^w^krO z{7-bZ?^xzR4C~@VQXG1Zjl~e(F!#ot9*a5gxZ=O((gnR zL-EfT%Sz}K1vf7M8skXL-|K-~6;-Ajd`I_;ELohGGr?QCWa9uOA|k0QIDp9AC3Bz| z&T*%@CAasMg#^6z9G2eh{q@&~QTAHAommC_g(nepD+7+jo%^vdbcJ{JOnZH#jQ1`J z>&em#+-h~L!wDbx)_GOy-1^+gM7N7q@vZBQeTw=8LI$`$ey$$mw{|4!Mp!Q?^~PeY zTZ+xwI>m2p6uEdsDdzKsJWkx4w8)k}z^9$uXvCOEarbz$2rC_W_GDa`0g-$Czca1O zIaa-FBX5_@`s{|0k<&J%ni1<~TZR%B zUZOj8677wtK9-{#ME z@Ju-u3E!Mj2~$cn%4DxCQM0kNWl7fM;mPzhEb|u}!b^k8+#98Y!syybcP|0kr-b4~ zItJ#ftx#94e#IRvAzYc+DQQiCLsgY6D>tE%Z!5kg8_#vC+Vg;XHFn0mnfn)SJQl*^ zOMSW5!|5TlvgKrw13OC7%D<^7drRcJ$u{3H{iu=U78Sx^smb{Mfp)d0Qm`%hCDSUt z-4%j9W-M5^_*z|}XWlk`V;%D;HvWWKWoPnj*&@jW){iq#{rxMzwqKUgV&A)y_jW|B zBTMM`sYb9Ej)p`eS!izM94h~0G6-;%`N2|-NZViL*fqa@AH4MK-z1GxESPU|>(jL( zofqQ>^bF8s(T9BHWbrl3{S)06avN(e#ju85&1n$0$V< zYWG0B!$>XOJ95{@dV8)K?OvZzd*-^Pq$Bi$gdSRYGssv@Oi6@e7ziY-64Cx1QE7i! z@Pf53IeSwqI%+#w7-~6y?=0%v?`#|5KtE#|sb9$D?+Bnc4KB*g zQlqggr6Q$bJv9NnLsZ>MKBd%)OH4o^E7jQn&acb^*xo8puN~G)4Bu;T5ff1vgthdo zW<+S03mV%pD|owxUXoHui*FT?Tcc(}qx(!D6kV`hf`0!v;Ds8sBvDYEj3!h3T1(ca z-n{8Mr3H?SWdNzDND>cAz0Iy&?<$7N#%ZFHe0QC141RfeH{X)$X?zzX`)W))otfu4x%v0b*8CE}v zSveWr)7)bjQ{W&86)0eOfBVjostV6H`Fho;Gr=%-L8Rv}O!_I~H|5ToH=x1rRVjC> z%^?@?Ned`<95+Y31b2L@(dh*4-G{0}&S@h2{-*udt7}SREWAgd<;K<<%CbOE>ln>} zM8&54u2=h$BBS=ludz7V8PWw=y1U)Ett;RzP%F9aLN{*ZCfbP|kRKPN35OHp$KjqO zx}?!t#Qs=up5OE4BK6cs`O+xB%nZQ^2wz7V-a~&|-p>E-2&2aY+HBhd zaGJXAKD0;`@DQPRe_~JWKJ}`Ob3lu5qgy~(gW6a9AweU|4~go$Zv4j)>;ER*?*B@c zYAI5#{dfALlAwD0A5=d5>!Vp)+fE5PqT|ic5XK2OPqL7my&{>vSU=-YF#Gi2SI$<8 z-6|q)BqWIAcxKk>(l1bM)|e7xBsb9iB1?6CgWkUv#I@7fdLI4wHT9HJS?~!PcN8l8 zAamPNJ-vo|Sy@A)UJ!@}Imb>msnA*5)q>=2M~saG;wKg@SkMO)nr+3u9STQVgFs#2 z3(x~*%gg@w{W$0^xN2XElX&nINk zD)N4o>Fn1C>E>bp7~k27Lea@SXUBks>dPf#s7jbXgp8ei2g)hxD+f8R2Tc3T6-4F8 zoxh_FJ75}c;OA`sIfjcIr0;q`2M?xN5TE6UPGXl+bn!!E-#Wk3As^ZJF?WpMQEWx* zzT$^l!P?x?)g&--D){A2LRH(oRC7d6a2(e>(}_hen{Dh~v4sT3w}yRDavDKQZiv%1 zv=FRrZ7cBHW3yn+|5e_Xhc$U`>jo`i0mW7fR>bITZI#gpP>@MWwc8OT1PCD@B0`u1 zAu=Q=3b;kU4u}(oqB4XK0wl~qK%r$6H3@`CiVPAG6bOMp!d)NO?so5U&-rVg=RVKP zUy2D5@_oOx*1O&Td`}^qlgA+5Pc;kC#TTAAqKE{S%OYY3la95 z?G}zR82m!TRJmi|i157k`s8`gXj&!DP0UWbu2&H#eJr-w{I)woKj>o zMh|hiDz%~JoKkvrLrwR#rWLh41tzKy0bM0OSVT#0zgj=Z`TQ*8X7<1o+Ft*FvbM(Sf^N+T=FCP`^ua_{imSu8M1zE0E2H#@CuFKx_ zp75JYtKqBF7mXK4&9|TXTh+Yj{NRbs2=&hFy^%?(7e(YxE^0P;mXQ1&4Ifm23v+u) zUmokTD3{Adh^adG+P{LIU|XBYwK8cn&9Gcr9!lA$Uv_OD&Th7S&9cOG`%^TIN~pQ1 zHH{DXp9*Wd68el{(sPPe@uY=j-Lr?ro;SotJ2JPAcGPemZkNd1F&UP9dH7z3ekj8( zp1e3hIqJktVqYG*3H0Zchy{V~5(e^n~FP zrABJmRnZ5T%zeoJ|2Ho%wrt%tYJb~4rrh>H7FC5X)w5T-HcfQvO2PJ8%kO}+)*ZN) zRk*#VmaicH^ssj+>dsli)-IOGL*<>syk&4|!%`1t5zH4X|M*vAm%`b=g0+5v`$0Y3 z!ly55S{-kZ{Pf@2Xn>1(M-G-YJ_OaX2*|P#%|xG_pr9=NhfbASe;{}QyP3dN2GRDz zp@dc|B;IBDt%9xt@!(#qq+ zs2QfFD>{KL&1&o+wL92k8p2PeGhWhEXJ%_ zSfsYvKp%M4AdvC`GXIz+s^K6+8bF~cuKk{~IzBT5rxN{G%5*+E>xd&KXrO`3{EQE_ z)`d3ikMkS}Rk~_EL#v68mTkoT8~3RPQY_TDiEZ#KpM7uxS?r~0p-wC~-TYx;?B%*( z3;7lkV$3v=ANJa<7*DCX#%qp)k$Y&qd~O6cPk~h6JBfd(R;?9dz;AG4|1XoFCP5)w zE+rT`m}-4@pneBI_603!P4J%3;y>z-66zX^h_HfaNVBBev4~RaHHWMf_Jt3>u@ORe z(MTn-dq+rM-Zj965GuXrdKXJxG24TLycQq2R=3 zyEATX=@~~oIRQ=JTU>|~h^C(ac>;9}+^`)W7P6EgO9*^rc!srt8fKQC#?^sgnB8XI4#H(ha+y!T8QXuhuhQ zCG<`=3sJwnh7w7IY*js9iIm9(3!I6ReQyv(KOBrg9~%Vk$O5r>cV&dB_WJd{-Qa{r zZnCxY8=17t%&YA_lwwI*P1>owoJ>QIg(NtiS7@7@MtDUx^__mS0&Z^Jj$G_+()?!+ z0?DtQ96|avCqP+UtEd#j2iJF?A$ev3k|cC%ons2w`*D5Zn+EtYRi6dJ2dKzkiR<|X zI56MVHujV&c4_u@*KR(?9LIH3b{duaF4P@Bgt}gT)FP)qp^>@5#^#Bnt+KB8kklm4 z5MwsW=dt{|wdrQ76A8O+@|z=W-K&tEe3w*}RH>5iz>A>!sxXG-kQr2IYSHQGCmQ!y zVr`WpC|wAHwH99PT&vTEup^7m?2%bWCz#8yVScIetx|!U z@&GWVc#UGj*x=$6BXj<#`=u2qH5^x*36<$gK&8aNQtRxH7*3ssqSK)Lp84k3=88b*U-q@j# z(Ccl0IM*N5Lpi25EXWMMnb-Wse^u^m&BI|~*KWqKkya@rjES%lt%}`o!18($qJLS8 zAm4Kuw|z2aV?JL`2D!{>^`!(g+co~qtMtlnx5XhHmCETn#=-XQ+@DwodwSxObJ0%( zg&N1@5!Yi_eeF{bS3JU|HrV4N8)~SQPbFjZBh=}>xX9~{n0fQ*Ak?rIOv@TXO4hpm z%Wv}Y&K}5X@N+TGD9%c4STne=*}L1GNJZj@@q18i?vRy0nGT1w|I4SZRjS=##&AjQ zEOEX*8))jAISyGiku4`)(1Ofm;28?VRNv*uaxyr}rqY3D9FTE?zl0E>=xC+hEM8ID z-76Q9XD+yxzYc-7Wk2cuNK8qmHHsJI#DivR%JuG1s9{_o{L%zDoGmWg8VOME{Nj58BR_1)pWk81 z463^9c&R{!Urs3656*%4_LL%)n5phF`|CINHDhV2?y!aGE+3hIlwLMC;V&WK@+i0O zI+hCB+cX4punI%(BT2`AVS)!i6*>*JMv6l(BQI)OYIWDk9_P{mi-!xs)uIv_G>>w` zfu`)sJhgg5Rqx82(5c*WApv7Hj-VGt2xOs zFi+x#wnGY0AQ_CI!yHNT)#ZB>OInz>sni^ zHOOPZ~TqADz#;GOWTk&FwQ* zE|KlKi!b&M`J_~ENdnAbcC?ql6Opf*)AIQTN~kRkY-_Y~o{2_B%AM@J>SVdyr{8&+ z+}BLy3zJ-zR~>KWY!m^ZK)gJNwc2qar4o}c0bW4Gu11kYsEaXxCckWPnfLTE!7a7~ zVk^R_GnU#-4-IxESRW-aDv2VsKC*SqzK|E!*b)K+*^o19_e+|+6 z4|Wb|X*JyuQcmOZku&jmZEei6-M%l{gXQZy|I{Uv0hPysEOwcK8Zinse;p8zQfM2G zW^u;^EIkC{a7A3Ke8ErTG18Fbn5n%*U~q_8_;u*PLiyj1*vTQ2s|@iz?4lb&>)XK{YbmMKq}v^;o=`>Irl4O}4NcN9cUaeCNuAq`hv`_@ zv*gXgpk9z{xB{bN&8Uw;SMAJLZ`J)3>gq*e1C*hz6mesA0DD9rVE6_G=7(7A-P`4S z49m)XrIiXL*N7m?J(An(yAf$3KpY6pKwshuPJdr?w8$Lc-O)`z_WNt%28%l|1ApV( z^4nU}Hf`8@;25sW4tXwL&{vCEV0!aqpL%|6ZU$=I%wELD>MYEbN=OSUc1Ajck=NP2 z&3BAvCLrH)e5QV(_{%@+@GXQR9(n4=F|@N<*a%!>=hm{~a2D&(rTn~{Hx4Ov`Hd>S zntfhl7`6Axl9M!iu{dE)A{rlSE-scnh=>R%J5|jRw0knNIcKJO?4N{&>j(oF9suPc zy8x5~G&<-m!4K*XPd~Cey!Hi8cDC3)w?ZFm1=I5il*fUBx8Vi+`<<$qbW?RdgHhIu zo_=vY@;e2*a;#$FsHN$Q2RhPC&;2aP59qU<4Y26zY12AKfDdF-tu?>KE+!Lw;hNas zIM-9!eWl!e_j+N*@z)I@0S|nqsi$f(<0_RLF}nq zU}W4GEZQB@{@H>T82&27mY5tlQJj9BP@nUAk(DfLHCeodEs@X#&M|L8fTE% z@{|o-i~Yf!8N&#jxyTbsPU4)7k95vPL`-e+w+owI&oSkCcLBuyz(Ai(&3RQ>HCbK& zj+7898f>b57U|9yc;J9ErWgf8OerDc12+!h5svHgZ}XI(73-3>R@_T~=+7;?v9}G? ztg!wf%^zd?M<~MuZtWAIS`L~c2(~MYa)`3%j5wK&H(hYS=z(2n`*bMs92Y-mxn}O29=Maa0VHN{tGpG#JwtSE!GMD6QS8%oZrgzyI(keqLsW9^^7QG@7!q^x(~`8_Mjo8y|X@TtTp=F)&*C; zqiLD)?Xpv_4W4|c3wM3`Kj3x-|42k_*#xRiLbjl79StIZwf+ju{&CJbES~d!r3p4I z=rqs#Z`ekayVu70g7bXGL)-X=kO`!-pW;Bn05+ zLrE~0Z4RLRWC5~iV<(Phh}9aFn}{gJ6qu>H@H#>nCsqqD>`34IHVL{*S$|QymlMHo;tGt zYvx7cl^Gx(^M{1-{0OkieTj0|BnI;VKCxkmV@wGgl_n$QaCRqJIrmgWRjrvEab+}OwkV+A2)b=1Y54Q_<2uLUpk0wmm0gDj5>0f3iH zsMv0qE727DcN9GK^M46^KoT2eq#6sI)ZKE;r&PtvP)BD#Rcc(h3FGVmF^sAO#w6a` zR>W{|=nKR(DnYR^yOfq2P<59Th~pzrwv{9|D5~QqAjAOhb!pU>j%$ywZZFH|U$tG9l z*Hs(%Zhq$v@7KSF-R4UXO~)WGC>Zxvz_Y&j`s)IabFc?LS34y-82i3t87X7WR&ev+SdpQn$Zos%a95w6CyAW9wQLU%lQwwHtqsG+?WggK1rYBavDyznZE_O7m066B}Gll&F!# zBgR+^TNyR^qy=pH-f;KvLi=c0?}^fe_4!dHG3Nyyt0ansN?HEw4zbl2~f9Snl&Q$k6~Ng^>%(X2*9a zSD-6^mB!;7-A1a;S7hu*j-(J+QVB1_9 z*6$n+oG%E(VZ0J3?#|cIPpOBkVio%z`3z~I(ybP~6b9E(o?(NJ0PXcl^!e-iQ;qJl z{kGfWYhc%*uD$-~wg54WZzry61lMlF?G7#`2Y(Kka549F`B+#q%P9wKvUKjcc{slr z5$;V+0eZx#R?A25OGuNGw3OMNAxtlnwKRuw{7ALvZUE=@e323EA2Jd#AwGmUEYJ>5rwYciQbgt!yVs8-HKe`p7>kBsRgD zkBFKnEASFs<$BiZUQpc!l#Lkr=bSVN4m0oU>ZldLeuEtdXVd)M%=d&D1u&!;+e&f` zQ0b;vbFv4K`XmUJx>Trx?Ecl7O|kRUZ)%;pY4@j(J1P~ljIU@^LM_LNsN?WNBZtD& zB6L&E97KKl)qk_)7V8Et#mSKtakr}IZo{CN2*s=Ss)c~03OJl#Dxn+S1UoIv^KHh) z$tiHa`Q1#rHdG;5=y4^mnC7^Be)DvFpd2= zc;i1#vj=uuNH?IOMdFu_TgPR{z$0HAcu*H7K{r4a36d?q#~&Fh4*Yo=*OIt?&r972 zdyJm6e@%k-0L(V;wir!-4AFODu=!&VzF5R{+6bAdXCV6m0pOiM3@C1D+?9Fw@Zr-S z-D!jrwR^4FCRSf?>l;*-EfcubCxw9>Z)B4r6yL^9+4HWdD639L3!;~e-SjVN-heRuv#e#M1oN1 z?~Aq^#I{4S~2q ze9})N5zVBAqp5HE4PXQBM5Zf6ButdP&{F8wc zA)==mEZn(?X5f#&KGS?>ZU*@GGZjE<2j>K+e`bQShVjWbQP1Ws(WWl!barD(r@t!! zo#@<7YfKC}Zmt%)X1TDV?&^n>gubPY-K6#9=L72Z507sus#x>GY6eYJ!!p&W4M8n-h z-Y4r@oHO#LE^Am0JKjSl$00)kz~u2a@$Dqd-Lo0m=PLk+g|yKj=17s669tl}(u^wn zx&STQo6j42U`ArhA6M#u0T)u7+y<;?^tvz zYWlsq<{!GfFf3Tt0@r(HEX&NiXSh<@BNRS2184Q$w~p8TD;U=E z?Aa}|V0!p->uR$yo8U(=ps$ri^_u;Cm|QhW=#e7f&r`)wv&D3)Yd&2@oaw*K#zXFB zMay6o(wz$)J;@Bj^*zw|8WdgOz2E5b2cjJ89N*PX!W7Ks&9)8HdJrrpi>NtjWK5jj zXvch7_y+AxZjMwmcY%`{We~%%WoSp}B){twP~(6JM-R1SxR1rSX<1vnGwzbO=j?kK z7?-ONCH%Px2wYMxo7}qbKL7Tk1AV)l14$|Gp5$Vojejq&OFt>$N1JBafV;!xD}$^Le+M>CQ6K?&9Tp{$mm!*^Twu6Y4o=HbR< z?=n>t=VTos*;$tzvI<&h45%3W#fj8eK>|rw!M|@a8VM*-aY>V!wKx?3e4}y19#6 zLZr@k;-^QGJdfW8H3{51!BR)=t6wMX7DV@0QU(`Ao3dserDdYJ3oGg1zo zTLGKs%84A;5D@HkG|&^~z0W&oA9H_fByEMRgRQ8ndnUvGk`rXX|I|L-m3G(Ti_wtD zT&heu$skOw>x)pjNPTe#!mUiYN@+T5baZI&SNrXjEp1?opR;&h7LGKsm07s z*IRv8e_i=k)WtLKAz@e1CcMG;t(l0PLSD1BM$l1-9q4Plj~)#z+NxV@{4-c=*i2-k zJ|>k1`3>cz&G%sxo9+kezn6H_MZf)da#0h^qa975UTcuNTJpVoQXVqHObBfpd3nr2 zuc9ba!5ML~l6&@t^^vlZ>hft@c44)NT2rqspqpgl+g`BrB0(HUg|!GxqgM?zdD#_K zh8}mm8+-^?oez5VB}#I?V|kZK2_!| zl*b*|4J<6wQz8El?1i0Zr3dCQ0mKt$LR6h=jU4rKrS5d}^Qq0d6zh8*1|9Po9gcag z#vN6A$x+CJi5qd%MT15W^VIdjc+=uUFuOE0;ynN1*dTSX$8O60$&jIUE;>0tsPvf= zspX^buTNNnKR|piH-^dAiv>(|{p(5_E#QxJEhEq=5w8WOe1wRz5%bBf7{uD{BrC=4 z`Qf(KD8<^_vS_^=E6e%0ERu0pfbOniaq$Evv#m0&)@dfW=YTh zCJwh#AgqQDE3cX(fvPnMSoc%tMbpQJ&#^a zZd`)rZha$Z#a8VN&v&&EPSnr^ii z_1@}B8-5364q1^fnRV6QUC~Z&hlZs$4T1n zhL`E|y8%asFW8=ICfeXY6n(|3>8#Vy)@}r+quW)*;1yjg5L#VzbX#g|_WSqoQ>Zo? zj2b%^ftl{M`@!eWBf-qhePZCofzTDuz6lO4&*j&tvEJT0hm6ID8S=bgPNB#39#|I- zM}mGl4KiX<$vwXgt&3`k*6`h|?ng(s=lB^=K$y#}g-#-_&LNSP#Zhu0aVYq4n*7|# z-pGj~LdRv@QLx&bS)UzRM%+^UA@@ponf}lAz^Kn`+;>9F)=73WEAjnb|8VvrGKqgWn5c#sykHI8mydddb#CjDcaKq1lC;=|y7j<%gE!Eq`PA7hyHU#YVjAs<=f*?g{a*ho*RMB0*D*o&oLhm5!}<{|R6y!z1T24Jc2E@pIL6>*7e8UWycP+x>r0k_7Vy$ARsGA>yWGJ+1ZoH8#b>EaX zxKT0#yHor`N;33HQT_(6S$Le>_$Kumk%GX93?l*9KViJ7OG5l{aB0{3(qT)Uk!Qk6 zG9}fk+)-q#87||$uQ7{Y^Yh=^k3AP8$7H#uE^)+&W!rdHD5HCL2sN`T<>jAR1J{!x zfRvfnF|QUIgGZj6+U{*dto-7I1_Jy=pfh7+e_ZT7(&11QZzQ|R$UWa?P|{SYTBHD3y$WIz98DpzmvI(*cr7Qzq%7ha(u35R}|)8dK~Nqm)Z z851=h<_g8~D#Gp!z`e3&&8U*&_qFGYx1Upk<*nvAp*}&m3M#e?zh$o8O0nH+p|@@Zc$FlbIb@bZ-$5F z4H;kB3iI!~%-&MGaT*s$Xb!K5lF;nbo{R>dyX7YZWHRXpcj;O)xrFA1waKM?c0F{j zQ@gXhI6EO4&-%3L_z|T%Sh)fqtYecGilu;aA)Qdw_t{FdKC8nZIcZvWVL76|p9rgs zb_T#+8hQ6G1=>sGqbNwNhS&7v>7%TJfg&onEvy=CQdITEv1~!$0|Ih(f?xm7F-2F( zA?()W#4p);4*aj&kAuI89LjJuG?*Ef8p1Ku#a)0ko%A9;Vy{BKK)o1~d5Zu3y$2|o zf><7(-?>@@lxBQ8hQf zK*U~rj|Xw(n5emPQ?tGEma}jXZ?G6tLfv>0!?9KjXC#f!2(_xFmG7G=T~v;S)$h7O z#9`W1g76D2#>6P^fK)F)KmPwpS^5vIsQ;Jz7(f|=u)P3dXh0h{YtmI<2M8SsjN6vl zP_%#n_Brx3OQ19$PVH@NZNAU1t!WEy%KP&Q{UN^u)(;ib^XGHv6~mOu$eA4h0eonl z4rrsS%Rp8TQwI4t%|H!GgW-hcaVhfcFF%ZGL{0CfbroBEq~BE}B!?YJG4#_GVj+@E z29!=GwSGu`j%;}`$3j?*2-D8X6r%T%A-1WIOZ~_O?-~5iU+*`Oqz-%Ugn`+#-RB;1 zrLfvahV{1`$Pfai#{m<-`&zYNciY0tBXrtPKT^XVQz&;K!U;De@p zL>o5N&y|FDjvW#WjaM!K5kpQOE?&@l*L0{FS#p>|v{O$UC!GC;D~qLQwu8y%E{y>C z;quGi6Z-Nb5oJA}?Yt3$sv8kpiv#O5-1LEJ=;(@LkQZU4Bib#-s=mf5TPs*QL@Oa! z*xj>N+8bpxRt|k8I|yD6so4=R-|Scxk6NiEj7fn->gLNZpZcpkay)FR6Y|wfu_aH>S%|~Qkn?@I4M_x z07>KGk#_c74(g)fB-`5IO*jm+qhP&wZ9}8mCOR1Dv>;SNHoA?u3Kxm;tzmah0xX&W z?p{ixL-(W7Dq&9=RzeE?G4w68Utj-|ZJzeQJTP7`3ZBR26xn(2UMfEX0>3?MrJODd zIX!{~7UP-~BRQ&gdcp#!Jh@XS9QV+yG=kp#Vhp{dg`o2T5@`#%-0CrK(ine(Q_4rT zxNp>st#p_I^4|F?Y`AhCF8t(3R0giSoE*@(_t6_Ec=P=V8?+x)o~n{-txeP;=!b(( zt`+b;CDV-{iaWiE`}+=Mz2?8~P=nanAuZ<<0<&r@}1b*Rfk%|8JDb!LMRew~IyXGjwBt3U6wi4;j{M?2R~2X2v=c zN}lO+NniDXaTMK|m4gk1tySa!#vsGLh9J~ZT(a{E>B$o{R6>9{=hhVXEwTN(8(<@y z-U|1f=6fG;L5AjX@{j{;<}bXxv`Bd~@Lh2k2M7^=EvbKYHk}_=4mpgVG|taQvN2M` z@X3w8=f;(ULatOGzwU!OBU3Ro;EhCftC497cNpYNAwHL4)eDrXqywga1pBSWOofjG z5Ys||)-t!+$ixAQT+5J9umS><)e77QeF;cFg(4)BYXDtJh+PHa{Nr;7F8oI z1WWlGZ9Cw?I-b}}L^cv?!L|9g);s+p_h#~J3tbxpp|8MMF@JH#QqzHKP!{~Ew=MWp z6GQ;C;1ZM>WyKqTQrIZiGRgIHr&UQKOJySkPaXC1=@T4eFmb2J_8G^NA#QkzR~(mS zm0apjo|t9cfX+8-sm5fiGXHUt@0U}~)D*)5Kr62R=0Hr@o#4p{m^yS0=uSgI1_C4s z&ni=9I@o@l&LWQkJFfVBYfi0#pk%hkMkE^CZ87pf+D)D?PO9lfP`~*gW1TN|?b*|@ zm_-E*4au%-_br-OsN)wH`u=q!}S`BUah4qG?f~;xoR-F>nKob`Q4!?#(&b@$}ZIKUucaZ+5 zLwgCi7Vg>$xfZ$Wtwu&1V>{BV9dNlTq5Pi@)?ZqFMhSJqZYTrds8S{%z4!>^z91>- zGzt~r6m%CcJwSm!j9qkh&Mrh^fWLhzc`d{OZk6bC&Hu3!h zn9Rur&P7|C0fdQ!xCn&ZY+_<^6PaBXzLv9i4`gIybb#dMq2w09BBmT%TvFn>&1i@q zIrr|RSD1Ww*ikVDTaCF6L)dlzp-BJ&Z;<1G^?o-n0nWfU-0I(5#${R~^YB!h)!YND zxDx^*_TnopoTCBJ$_sAXw1E&%NgArh*KU{idNcsCU@k-bsU-6L+k!|F!Qfa38GCO- zp!$&RcJ9>#7#$-`D^UJ#kS>*bEC!fy)FgORHOgNR8X`NqF z85_g4>@x5%O#vO(3wUdYZ`;I1hX*30FfMW8&c494qB+h)iQNL#phlUgm6*)|*ui}W za3n~sKx9;VuY#{dGqDe|4EQ&_2;^9U>&9QDxdDA$BO*Slmrso9RwZ-Ey&TG%-RGzq zwEt^8>^iYn58YjZU@gSb`&bTxk#fj^atM|1A~3qt z+y5pQSu^Zf8P4+H2f!E>R}Rv&Y)RY^)YBT=zi8zBj=uaCjeM&q6%_K?@=JEXc20}+ zvD|y1K1O`3k36W4gg@2Cg6#-MvrxYJ*VLpIs#051%~Rs?R4=jur`+=dj_ov#%=^HO zXNlzH^^@-TVtT-Z*Ffd5LJD608bo4ZGPGq{{`RM1<1esE`O$dHU`|3zrL(3m6UYhX zJ)71~G#XX;#*_or;H{%~9#(X|u%OdfXrqvloSHsU58|yGD=v3AYU?~tH|g*1*BP)J zwFM+2#ZkQf6#QQ7hSa!F&fG_=I2li| zn??cUCc%W=a0)vVp)Z=J!vn*Em=n`%D~lp zkeX<`P!s(O^0^gYw(oPmfA^F56UG_Oi+Yw4Pc22s;r-EelGn6s0K@lr#F8i0CNFT% zf6NDvml7ZS3*5?Rdy6;`;Q0^;r+;1|O*6s~3Fx(IfWbYrhajlvcGKR-o%7zrJak$m z30NzPZaa3M>(gf<956=W6ve+&3_ygE-rtejBNv3(58s$iYP~g#_k*t%s}r zR1Y8MqSCjHL>6J)X`$lS`=2PG-h?bhJSmoMY)TE&AhT$uT`}MhLj(Ima0A^1L1jR~ z`xGJJ9V&?cBG_C%{cGMbsIPw=FmEs9Gd7vPf%czul1W_@+aY-Xz<9P5f?OL3Xaw-G zwXUwNVDq7y-y&Z-2L5~CtKbVZeTbx`XhR__Gf>)7ITpk$>-gLi*5EUwx;zjV&At=g zH%fk9r;O6y`){Stc_Z*tzC=)IR}RpJ6W>Td0o;L6ypLlmOQ0U&DL}njzaqX-@T~3= zfQ%Qs_ke2v$-=O_4V&S@I5E+5X{ky9;vFC{kDLy)tapmo1Cz%TkmV{`p;0RU5Vcs6 z?c?E*2mLo)18#57-Xp0Pkgq*n`t~EpXx;z}hud`5%CaIxKq1(dG;rj(LL}QkKLUJS zk4l*)g*Ld3X>iN&r6pOkhM-oU&c@~hN?`&G`z7ZF8JO1ed~WEt4~~H@?EB489=SI6 z#S~~t+LW2uKC2TyMGX^yZvYC#x0~SV08A*%2hj~xhDs~}`_*2%_N_sGG27*|`ar!lMV(QI6A)GMswr)-OpbuQh86 zs%girxBmt&fFRBv{W=OZYs7+`n6|lp_1N%=dZr0AE)RoLKIA=E{t>)5adPc1u{Qp> z35lnU-~I66Lt+qS>R}^n>%G?wJE!}2{e~1e$3@b&LY4dmiCI3JYGi*Ba(hW7<~Xkp zt|fsF{MvHgFV?xv8Ul;8^E|NPerC1Z(&gU*1|148g7_t_Ah@yT9(8Ue0rTH?wqP9u z=^Z6D8$)+rS{WMaKYBIRQQQ1sAFxR~0D_#@jxe|X$BK8f1kZy?gO`{g!|Fm>VkkFu zXy?pvgmm%Ce7{XR-uz`XL|2rXMkXeA6r$UxhmlSRDSItWqMQ|%v6u$MplKB>6_g7= z&(>Q?+7vjwUa!zgxnkj|)~Tf=AV8P{$Hel$);F8GQt?2Gw@u;Vr-l37VrUFd8&?`4 z?jJD>7z5o&qZgJLoWkbaz(sjZO@8J;`HBs^gGBG;^ z4lh;C2~UhEwFT))1S6}6)p^abR*n^5`%NRIq~FsirDW*h?tzGip;*G|El-_0u*6MVRb?1F+ff;Mr+D@^%>xkT<^%(P6 zCuH(7YWH_J=BYTlOt~Di#svcIkrE-}Jxa$4tm z_vL!-(9lc=hf~t=uj`V&heP28WDl#J@>4)6VaJE%Kr8lbCJH`VV;EQ)$d`T?nv_`s z%N4WWM`%ojl|(6P!yf^Lowv3|ZAUfHQLgXXem9$%b+qk*s>18Qq#s=Hr= zk|jI=gPtmug-@|kU4puk-qHn*eOIEkJnOn8g^ftKN4+@;^@6r&`Ek++D0~R zt+;}?)&E+RUiVA@Ptf~o37c4mEA03V-p7BR6rcm?Cd*KZk6o*wds%#Zh3q94AD<)f zGK-H-k+klG$Hh;OLb~v