From 8b579a7873f9d8ca7194863705ac6d01ebfa0cc5 Mon Sep 17 00:00:00 2001 From: Trance-0 <60459821+Trance-0@users.noreply.github.com> Date: Mon, 24 Nov 2025 14:24:09 -0600 Subject: [PATCH] update graphs --- content/CSE5313/CSE5313_L24.md | 2 +- content/CSE5313/Exam_reviews/CSE5313_F1.md | 38 ++++++++++++++------- public/CSE5313/Shore_code.png | Bin 0 -> 79366 bytes 3 files changed, 27 insertions(+), 13 deletions(-) create mode 100644 public/CSE5313/Shore_code.png diff --git a/content/CSE5313/CSE5313_L24.md b/content/CSE5313/CSE5313_L24.md index 9eddab0..9b25a4a 100644 --- a/content/CSE5313/CSE5313_L24.md +++ b/content/CSE5313/CSE5313_L24.md @@ -2,7 +2,7 @@ ## Continue on coded computing -[!Coded computing scheme](https://notenextra.trance-0.com/CSE5313/Coded_computing_scheme.png) +![Coded computing scheme](https://notenextra.trance-0.com/CSE5313/Coded_computing_scheme.png) Matrix-vector multiplication: $y=Ax$, where $A\in \mathbb{F}^{M\times N},x\in \mathbb{F}^N$ diff --git a/content/CSE5313/Exam_reviews/CSE5313_F1.md b/content/CSE5313/Exam_reviews/CSE5313_F1.md index c059f9f..d3d0b0f 100644 --- a/content/CSE5313/Exam_reviews/CSE5313_F1.md +++ b/content/CSE5313/Exam_reviews/CSE5313_F1.md @@ -30,7 +30,7 @@ Please refer to the syllabus for our policy regarding the use of GenAI. > [!WARNING] > -> This notation system is annoying since in mathematics, $A^*$ is the transpose of $A$, but since we are using literatures in physics, we keep the notation of $A^*$. In this report, I will try to make the notation consistent as possible and follows the **physics** convention in this report. So every vector you see will be in $\ket{\psi}$ form. And we will avoid using the $\langle v,w\rangle$ notation for inner product as it used in math, we will use $\langle v|w\rangle$ to denote the inner product. +> This notation system is annoying since in mathematics, $A^*$ is the transpose of $A$, but since we are using literatures in physics, we keep the notation of $A^*$. In this report, I will try to make the notation consistent as possible and follows the **physics** convention in this report. So every vector you see will be in $\ket{\psi}$ form. And we will avoid using the $\langle v,w\rangle$ notation for inner product as it used in math, we will use $\langle v|w\rangle$ or $\langle v,w\rangle$ to denote the inner product. A quantum error-correcting code is defined to be a unitary mapping (encoding) of $k$ qubits (two-state quantum systems) into a subspace of the quantum state space of $n$ qubuits such that if any $t$ of the qubits undergo arbitary decoherence, not necessarily independently, the resulting $n$ qubit state can be used to faithfully reconstruct the original quantum state of the $k$ encoded qubits. @@ -170,9 +170,33 @@ In practice, we ignore the subscript of the vector space and just write $\langle Decoherence process +#### No-cloning theorem + +> Reference from P.532 of the book + +Suppose we have a quantum system with two slots $A$, and $B$, the data slot, starts out in an unknown but pure quantum state $\ket{\psi}$. This is the state which is to be copied into slot $B$m the target slot. We assume that the target slot starts out in some standard pure state $\ket{s}$. Thus the initial state of the copying machine is $\ket{\psi}\otimes \ket{s}$. + +Assume there exists some unitary operator $U$ such that $U(\ket{\psi}\otimes \ket{s})=\ket{\psi}\otimes \ket{\psi}$. + +Consider two pure states $\ket{\psi}$ and $\ket{\varphi}$, such that $U(\ket{\psi}\otimes \ket{s})=\ket{\psi}\otimes \ket{\psi}$ and $U(\ket{\varphi}\otimes \ket{s})=\ket{\varphi}\otimes \ket{\varphi}$. The inner product of the two equation yields: + +$$ +\langle \psi|\varphi\rangle =(\langle \psi|\varphi\rangle)^2 +$$ + +This equation has only two solutions, either $\langle \psi|\varphi\rangle=0$ or $\langle \psi|\varphi\rangle=1$. + +If $\langle \psi|\varphi\rangle=0$, then $\ket{\psi}=\ket{\varphi}$, no cloning for trivial case. + +If $\langle \psi|\varphi\rangle=1$, then $\ket{\psi}$ and $\ket{\varphi}$ are orthogonal. + + + #### Proposition: Encoding 8 to 9 that correct 1 errors -Recover 1 qubit from a 9 qubit quantum system. (Shor code) +Recover 1 qubit from a 9 qubit quantum system. (Shor code, 1995) + +![Shore code](https://notenextra.trance-0.com/CSE5313/Shore_code.png) ### Tools and related topics @@ -229,16 +253,6 @@ $\mathcal{C}^{\perp}\coloneqq\{v\in\mathbb{F}_2^n:v\cdot w=0\text{ for all }w\in Consider the $[7,4,3]$ Hamming code with generator matrix $G$. -$$ -G= -\begin{bmatrix} -1 & 0 & 0 & 0 & 1 & 0 & 1\\ -0 & 1 & 0 & 0 & 1 & 1 & 1\\ -0 & 0 & 1 & 0 & 0 & 1 & 1\\ -0 & 0 & 0 & 1 & 0 & 1 & 1\\ -\end{bmatrix} -$$ - #### Proposition: Encoding $k$ to $n$ that correct $t$ errors diff --git a/public/CSE5313/Shore_code.png b/public/CSE5313/Shore_code.png new file mode 100644 index 0000000000000000000000000000000000000000..892ef4b72e0a033e82059264165d4444e68003be GIT binary patch literal 79366 zcmeFZ7R>1}X_E000=WG9T0c;GahXRAeyh3lg)w4Eq9G zzf*h%05!2_kERH)-&E!@YKj2hM-M9z3IO;2l-vgZPYwY1V*&tzsQ^IelKE3r81@3r zOkVl}@DdR_(h2*8M~s(_vJdkzu_pG(I*Ku$Q(6l8vYRf9%6l$s|El0(k8)5VZc)KFuZ&kEf+` zLkwi{7(To$Xf=+PE9%FV8Cr647$0ZyIyByNx2pih(=rx%U9M9hYV6MS@Ul`s|7F1grN_}F(po=YP&AAkrXv=(aEY& z^t(wSI9;tC{i#f$m1SZ_Lq^`$3(@aD0DULE72f@ z``5yZ?FxY0zvgDNf>ZhTNsbc_^6!&cR2q=@?_j8nfWQCylxRi|(EYD^K0Y_-&A);Q zbmGD5e=Z%v^lMS=TZR68k3Vr=K94$AD#ncOmwbi?5#kD|A)6d}Uq_h35tBP>@NZQ~ z7y6S6*D`yRYeFgRkSjEysaq82Q!yf@jb#_H0>-KTVdcLKQ}YA+BgYjE6<+XyuJ28) z_3&ChG)2EOQpCD)RkP_|q+e;r=l^&>DkBY*Io@RZ1T)?=lP7|nam=ABFB0Ys{w}^# zArH#1W<%||@BsK8kWhpvuW^Z2pgCWpd5yeG64>)XIQMFFpA=6 z+%YV}_K+OmHdE&-IlL2S9a~U0m`;|dl=3X@p!1i~dR{M|0ZeC&=j1)J>uAoW4@SV7 zBN@Vqt56TcF>74y-Zz}l?!`Yyk=znIb z1U^!rq{p|T)3b+j!9H~;$Hnsv$%5qmV{xVs_U_pmy+z+yj(=3s*l476iaB&*%VX9g z8}tp+i=4ejKBZbeNVWWwp^v`)16pJ-_lpAjx^ZusKO zH;2jpT32s*vAmx!I#${ZRolazIGq0YmUf;s*IV(@hHFqGBK|lNE`c2 zMONs>%-u%oMq85Q_<6CH{Ae)6xSxz2yEJw0*jBW<5HKem@c5*ThzK`6z;;DVS;y;w zK8|n2qh}50qVi)Mih+)xWvZQB9sbWOur#&wvcwjuk(%vvT0C`PtK!VuXtSVJQIoXo z!9+Ks(w`9BGUhX_3ctZ4>T=26B>glKg+cqwU5V{N6O4FW#GsB^LsG#FYF39ymdChL z{of2$v!6?Y7sz}k;K%<5Dvk(e?9RY<7Gs*A0pi_}!8Gk7Q@_f^lF;p~TOMj3;c}>$ z6p!C&4tJ$++=rSPsD7R)meq85wI_XJE}kSx)XBOV`FPr?s655`c%nVxxJgznF~4dd_rsk-_HN;;7zf9p@h*3WYrt^G zC2(xXWy;(sZTlx4j?^B%dr3iZ)mWn<~7OcGAj*{?S! zAKA_Ci8GU~nycN2<;9`8k_O%5D9xOv3q9RWKV^r(MX;SC2hT-fb5a=x`&7)nM&o^- zEU?364jS*1H<-6z00<9%y%v@- z)N#Vmp2!>7Qpp6HDCTA4w-_0-aYh`PWlQ{xGhu~o8;S>An#61CMFN>)Ukiy=ECg*N z*fy8K-OT6vRHU>X!RwA-bVZ#;cy(mt=6Vh>tcr1QlMkDdJ@W+f-$s3g(^--l+so_GX zXUe{5O)}qY@`8f3;DwK0q<}%M&}BXv`TmDs-l8eoJrn116z;Skhh46*=eYv7g?J$y zJc!`&#t$Nq?3hjT=iZvkp+Dkc*_&o#W+AT~3F2eiKpZKpw*oHwMch@FWk!#$AjY_F zNkA+yeRmVV`osD0j7n%w2YcS1bC1+zy-dbE54t-=bbbZ}occg1*8&{JecZq+h+3nj z56`2~$VPx5FSq6tD-c}GSQYA?HV|n^_SH-TF0;b5h>5T_K-lF;YRA}o2Ch7b6)5Nr z8h$+0zrI%!6d-D!MtU!FDs2_v?pqLvh^?nqqYqp&tk($-Ig=lce>yi#`lCho=&6%7 zeoO0m*J8??-IF1b`%NRJ_QZI`)dvr&oMrUAm382=G~P`s>@?-P+Oup#T-W5?jvbNZ z&+(p**-C@2-*RI^UBWAEasRGBBOqkO98dgJlyaC5QIn~f>A9<*9%0vodg;`v`)*_> zfOp*zXxy-z<*jFR!ag;i*fHLsf%IbGSla}mKtrH)zN4l@z{*_>kD^>$MV)9nxqtC@ zrhCi4#=o$Qu)ve*#oY6IOlK_(d18RIM%Quc(&*)z(l41 z&c4S#6CE1i&_^)6!_$OTE1n zJ)BZU)L?3Eo#%KAay0xl7WT@GKB5MD9~xM00?~gY5*Dr!SpN0?dpga9VbW|eP|hUo z<>5*SHQYBhOi(j7nJwDzO~FDhp_QepgHxWwMCOn7N9CP6c>H_@kPXxzw#Ww7`6*WJ zvg_XM9arwW1h&`SG+#3ZzcvtR}A`T%6zS3CCU$ zp=g{@Hgf+K7>5{rezGxrD3|^WZ^V(W_U>_DKUjqX z?R&sA8I_X0oY&Kb9n4|PWtWbrlp;R~L^oL&7Y6Njo9?cp;Qh9>X7+K+PK;nHRB(@* z2$?^=6;<@)?x1#Qfc}Yg8$=e@KXTR_R55zCo}rkXSk6)L}1qB+m)i+#-RP9#Qsm+K;wW>A_*p0 zwZXB|abVrdiGAp?=)#;HROb4%%cwiXH(SCo=aVm*CR4thQvu;Axme^1^mRIEGp+Em zlS#9_xT#>vr@Lhk^xfsJs_ur$^&=TmTnJX!-Gq6$tK>vl_B9Q*thV3e0tdc$hj&#V zz;7&aAdA$4y`kN}AYyAzrQ!PX&Yw^<7F9UCaZ9c=gpa?~X887_gbw&Iw7tSYcXo(` zr>I~)Nl;wtN@b}wVfrnbW!x|O{FrNx0(a$cV06~au~0v*57#tDe;&Z7Rzol zvi9WMb)=d1f`cUey@PE$D=oCRC8QKGbGxek< z7BV0Z>!{{X(mK246SI^x-m-w#&VUijrMW99ziQ=fOFMZCa2j=$G>|P7h`vdWoK|2n zpP80k$AyFIi1cL@Nrylb&5{JNAQ1Mz>>^onSToGsiJF1#`vPjSzv?%6me!4BlA_>ay+q52{4K$=(#P5da4@=)`jxO+rw3dU!-Q_ zv0+&|cAk4|h_MXel(g!wc`iA^&O&d-3KS?!hT=18&{x~Hw`v7OtIr_|0@PQihlPTO z!I;h;`&*9`;sJvIhkHT$-%+y_Fi%Ih)^3TuX87fG*<&Yavz4tPP}xl*&~bs*-1`>2 z8dSCSd0Ih9@d{&ar+bOUHNsOS9&jK{uJzSW|3MEdxe|gdT9PSihzCMDPfjKa7H~BK z@TdqdPWrKp2f)Fxv01vniU-R>9Wd=KKarh^I;LZcd4n&VHrbaf$dO-3 z9R)hM26>p*UTBh<)-H z*hHHmMkB?3p`bf9hMBKk$@u=z9WmcwSP_s)g1seWi_*9tJk3B|d&z1MQ_HuiHnubW z{gn|6e&n)hu|R>^tuj!p&spN-m@xozBc-+pc=ddN)b^MUgf1(SX~1&oICbEmv1K2s znCNj=y-b`RZJ)^aOBe)lRx^$x#UQswNwFGTQ}l;UQXbH9#{%JTFRmF*d_%GwLj*@V zpR-$A%v=EI`ICuz#=7#7zLUJn`-J?`8-tc#*ZxZ=~bzL5`Z z?~!8^kthxZ-afZ@)PhYiI7S;N?O62SPCej6t&^gI1!^{;idzO|lpPuqTA4{aF;(!+ zh}3U0I0Zh)0$vuExT8c(V+;4YAK)tO&)J!|d6;SLtj$UUiUmh~g7XRMb3YqSUnra$hVB0`V6X(0`u@ zUKboO71g(VS~?I2?mDq8Oc0tcn`olai+INqpePQNC_qz!70N;JsZ&KOqSQNU??_xH zTOC>RLeanIlLw9o-TinP{iFT4zZes0SmZ0kkQeO=!m}#FM)+A|oC270^5|^%Hkk}W z2isC|Fm$2F+}RJH)zDlyMje}E0MXgeGWu|*SSUd!L3(iy&x`Y}={Y=$c7m4}&IDJo zKDLh*!aYxK)GZh9 zm~>>ae=>+|0zGCrX)*gnqS4eVLWobAw59*TAIMlh#b zdsx|`K#dd_bj+4}5Ej4yO~t5-=nsJh1eSsOwA zE+4GOyfW9gAC&=+rNMeOV3pKa^ZhWn5xl;EV&?`G8omCTZWJtsU-F<<_XHbLIhdc+ z1Li}7x1-6KEgX1`jKQItV6$|+B?p1n>EEOYgPLXM%d~voIKfqWuZjSo={ynLqJpU~ zfq{`7S9_Yv6E*2CbWzi}j9(;{PS5WD;w37k1EB-R$V8h5x->0#kXCFC%gBlJwZZ+< z{DZo}UBQ+zZ$l|*D%IF=(oi}j<$DB{e&s-IDXt$AoyQBO$6u^I*0E6XUGPCNTJkoY znsDYUUN?cNrR#LHSw~NF=~c6SmTyvD?R`k`TDdJtVo}TF9ld>yc5lMN#d3UGE|}mS1Zwo-rh=!iveBkXG*Iro6cbevx*0({sq?G|J{rtZ!_JN7~65 z#_tH8r*5t{hf`?NeU*btRsp43bTC=0cdkF&inNzK|0r{Zt9;(t~wk4aiv1DB~qu-#65gw~+w%5>L(9-m9Wm#xeQ!^+gY^ zFs{09Ba4KFzNkXUB2pesMFE-;8tPHF=8+*cEa$vOdtW_-ce1Zc=pl zp~z>;Md0`4(mx^uRp!fM_^iq=t6a1G#;F;0PM=xbF{CG*w0h#%fJl?y21@oZ9*kP) zq?xM`M84bb9Q+Z_*6?g|^mo5`)?E4(>%`E>w`d2wS{OR@jN9?R)xU@i|J`^NBmEa@ z4zQe+l-kfsq@Jeeb)tk%mWr)4ubhVC>nMtRkvE`qO5`DnQQ*E=o5aJmj}mFGtvD3) zOV0INP}u8^M^|KP%39%V{-~g+>)^~n`^U}cxV($v@k5;njs8yWLH4_t%3_(U)aLD| z$b|BWiA4{1s|%~h6n!y+d8;7H3(<&k;;7=;QJReajUl~8))gb)`cV;4%{ZcOuJue= zH)(L?lHQ&5HDnlV^&gba#kQL}9BS#Td4zU_-Bt-2nF7T67nl2mfpGeT#BK)Q29d&k zTB;~rf@C$;!k~K{`+Dc5Q|Hhf9tc$9xi_;VOVwuG*Wh$59kjvc(MgD47^OZehM&IKI>f0Y(;&9GHHcQPH^R4N;l6up(SGX(mpt9yr^kRi_m zFIk334P2r#{cYiT=VW&LO#ROOd|nr*-0@fHo_GzSpi2{+e@Ej-=kKi_ zXV)gS;oC@SN7RH`;8V#dbl1Mr@HT7^K_%ja<1}u;>toQYug{Jy{U%6!eC``9=v!{Q z0c7Mt{4PT7AO~9l_1N;Dxy?UNF9N(0#gu*Yw=o^%R+jpuY%u?t>(e=t$h-_OW5IH= zuP`xiSodS#^XGyxb-YMVuCX6bj3nDc^+%V%?6o64F{f6eIoT z>>R!9JmQF(a@K+_M{X~j@{Uh5o1LHN3Gj*tbOvR@;%v}Z>_QHq_cZ6FLAK^L<9ot$ z`(%YoGy_*o+y|{8A4Xkg&Xme|{NmYl2>9t05c*YM#@3R5l()vT@p&Oy<0H-7qshd5 z2W94*vmru)&k{&Ilv5E&R$Tt;epqXrz2m)p6(!sf<=mu^sic|orXzzxbUdd``Acnb z7AeMCwd`|61#+G90U|xQAaBLiI;^Q7QN%+(UZMwWS5?%;*JA!0Menb#cYTxB#E!at zwrNgfHS}EE(00aMWvN{%+&&1V#AwtA{VjIfab5gwu~%&EB4y<6-yvh)qK7(``*Y_? z7`r?p>f+b_+F?LU<-uo-s?&*40o@9Rys{G>H(&)f(GU}IH6P1piCuDXS4~jf*Gr$h zuoTBbvbr`uQnii=^DnN!qS1HynggtvAP4Er>QR3jLwRv*Oe*qG956=JQwE9>>$`sQ z?$JBqcORL4hqEIi`{dKkY<-WexY{YJH8T8i`qi)DyS-0f*PJujO=}fukcf>DdlAWD zB)c)|ZMr`F;hh3bj3_gK5BUw#Es2p0#+7Dn)nJ7QxmAi}{xS2!!lDi=G7^BA>Knt$*POEWfd^!H})Fq8+^i-gh;X>9msb}f>4$yI8S zc2(Pu_CRz@*h_L6Tofv{Z#`z#5!LM}73Fub2HZf^iWQY6juK>vhLEKOi8ovya8NuS7Q| zg3$J1ub1R!dxKsIn{N{3Xf*2GtaH33`<8zSf+giABVBWOrY1g=p&(K%`&|lejT|2L zs7%qPa}q|f{=)AWKye{6^8~@Iu><&63uOn?Z=Z2G9NFH1v|$85S= z9J!~2WuUn@Y%OrR3_g=jw`B6#>Rw}YEyn_|-N$%`xa5;MP8fouANZDCwou6k~Hn1La|yPfj=&mO9er^nVib zm0}Xf<2Isv$SoZiE`vadaM@a(L9K2!uj{-gC_ofhnq`}7^#bf=k84rY;a9OhPR_@4 zqrT|2j*Fy8cfs=Xy@|8J=?`X(a36b{#tu7IGH99nnLr>ypO49O$23r^x6^|MqxBlj zJ&7_|%TM8uIo$FyaxhpSPks4gUnlxP(Z)*CsDmD<7pT>hgw{la#oV!^D1$P)##XebJ=Wu2i+DI zov{6TO1sO}&w%#Pphcs-#Vm#=9 zp2LCQ6W^k!RL3bo?dj%?@8W;Nvp?1WEaSX*SI(nAj~(VtpEs=7{CIPb^4vuc7n1TI z!)8@o_YNRvu=?q#B4c369L?7+KDlPpJX}=~@*P(7Nfo+TwNh%CY2V}87^+-_Q?w5@ z2t1-k+12QOXjU3I?$Yw5E2phG+sz|%sZdRLK*0TP)IKQ`5^)KyOJV_-2!jtc<33jZ| zUoMD1*sI$|#^*cN<2rr?LmdbtuobPSHJs1)WftBxGc zG*IMP)9(bmPO53w=hSPYL+}8jFmoHXiFn1lb((sPOb^I5{<$K$E$$ z745#M=hG=;%V9zQO;i>@_WSf$WcMv;CY80zn7M$|>4&48mp5d&SBQtU4ms}T-SITc zX6mcDrVsZ; z#xlIfY0?^jOk5&Uev1}|eWi&J0>TzW^SY0#ZNZ|{N*ptaBq z{vqT8&Bu6>uJX74u<5ngGj1W(J8$Y}N#5t`+s@g0Ls39y0$L`L!=hYSZ92ws&8 zv30CY4P5ps@Ps9|D)VGo!*@{HVp}W9^0CiW~@!+&)=G$y# z2+1|$fm(2;tA!R_R-6?f$vF7^k9o@$nNJ%_1Qg}#Z9*Ya7z z!6-g7_8gFXhRmzs)p@`4d0pZMj-kVX5B^LTm0yWVGSnKb{+A!|+xMA~*(f;LFetD5 zyzdW+4H_JrRDq4L*Y?*`&pSeb`z+(gaq~Xg*ZzezhY{G=+dN>kf?|}LU`4ye;wXJ{ z3Yuqq7*YXW)f+u6%NYHh&k6_o?Vm)NC>Vt4!_>uf!dhl?48s(-5wZ^-bb0Kb=6A-2 znO;(;9UsDA*k;a;dr_+L6IJ5|Rt`jmLl@wSnWWu&tw}o8X9}9Cc*nP(cOReO53BS$ zWG4hDg_8#jgC}JVJ~0b+5$Shk`*D4rTmLc-Qz-j#}%2A(NL7mlYXkE z&NKV)XEIT0V>Yx&B!M1Cv19|GCHo!Bq~p_on#nwgdF<6@x1bZkIhuUltdosJ>>y+@ zE2Zs|$NE#(ks%MYX#90+;+3d^LBtJ=&D*q?d=zLf9yaZ980RQVA0*4^(L&O6N7?G> zBJDC?2qc9oJNc`V?=BwpY3wAz-l9(0p9zevmhTJe0o94;57pnojxuc&`Os1VKJo}E zi(!@NR?g+o9rt{1un-N=M2vcyLV%#Q??GYBqTOD>+jr3Z4Eu_Q|e zFS>)YnCFpZCuu8$5o|oSfh_z$}VqTj~G>T-Q zi0h<1xYIWrpP>@WLsHy&ZE;?d7Sz=jf=G;{2NV(L3^X7jMiF9|>>7KxqBRG^P& zV`4vp=Hn-b9B**a;fst_2L^AR zWpOAzuX1ztmmF7-j>N7OUMuUQSl-aRlTmO{iP6@g8z;!q*MlusrFnX#VjN*AIj}jL zlUPJ3X!MC}oGZLAPKm6aH6VWC`3TQx=k$lj`-yWHiZXH>NdFwE=7j~(#&;Z^$^^_TVcmVo`&Os~GKF5XY@(U-r&ly_mFuMc9*&@F1!M0wCnyX+15hTOmz? z^lsb{lY@q9zqrW8KM_BLvzffruJe}k=v$=^h}oWi*@hP2Ll>%8sEGcd4jY21@{Soh zyyeg#Q6y4>dPikb=_Rh#slZ`8auB_ATB)i|p;2%gWCcVuDAA zX5!^)vbd0|EE*B#FnhH&unAv>U2%m!>)BjIx?@1Curdxu5-VQS9?W~O6Okv*Y(|03 zkg$;xR?FvgIx0dR6ccr`v{6#Wl+Sg>??J>Jr(6xlix-?A&=P4BnP6Cv$$|5>@jlq( zA$qC+a)+W;v>*adXwUcx3F084BlWi_sK%j?W~2Tf8;T!>^x zAsR-EoO3(lu58-T-ii9leZ9VPDj$gTVD;ok#SsuWD)?2^VbrEk?zinQ%5XpyzCK0r8W-vQQ27>{nSdDX%ksTkVr2&09cSaABG4@1fH*pyIDl# z#(D4sMgWu77tD5LIVi2$ErrE~{RYrRD49~}sbHh}Y|(A|8|Q?Xy+wNr>pHo@m^5G` zc&06EgJ3EewT!aUBs`^HmD>;y&DV`TL>62)#gA5%KUMj9S31Law(#y8@iAnNJ zWleVg2uEXktR(ri>;4q%r|q*gV)4}pVR5kJA${xbIv8QUg>+8D4KKKrNHFZV(KMV2&hKU7^OIe0VfWtV3L8hto1M47Gqe{q*0TczdgRVQNt76M z82ktinOdlmk>7`ku)qh5_=dNdI9Z6%!&hTEyHKq31UnCVfprBclLT@&AEOT*)1Ok4 z2e=~OP7%g;>NX1w(jU!vcf1uqrTkHxZO{^Q3&}<_>6`LgF|i%1j&-r}(F=!u=kt-L zx!AgUYD#^+f+#Uxawl;*S-W>@E^od-Dq3pZXjAIDGHXI0-vmT&G5iT&9RMF)4pBY7SGy_yJtT&wV7(e$cC0!N8=cLy7P(i7zMDCCGdY>65_H(K1ZHgFzt<}El%^uug&WB$94$*PmE>M$y&F_ono zZ4LLbB@j+noDzB8AIIG?pvRb$%UUOx86DEK=PlBQts_T-F~25p-AHV#0y4hX7ad@A<1@JUPQ$;nURkCaF22#p~_ zhGuy+G9?ulo(ub~P?aG;Z|+vV$;D51!^K!qwTJZB^l&2l{44hD!4?Zz6V3U{H%9`7 z)xKSZ$kCl4cJ2y($76RD4tBkj}jm*>Bl{2ib z@-ZDy?mSKAqu~!!Q`cqea2~7!{aC&3L~2Fb&HkB62(PML=NVS8SIxHC_O$z)eWNI# z0YQU-h^ZY8-_C4oFde%ZZ&un{4X~beLxDOTK)of2KmQcvH*Y^m8JZO59l950v%0IyOubsjh0w~{ zkr!55&IeBjwhfikkD41j`Gm{cqD^ysE5l$rJuFwwsiv~J>vBk%6G+Y9X0s$LgmdIi zvDW2_6__~{T17oejaN*O15EJ zY5t~)j<`zehZm^Bcn^*V>>8=3o!D?QwsErotyaMW^Gc!*4&5RUN=`C4HW2ddZ%9Y3)iZ zuhoXfVOfo$dpqSIsq-cTSmi~oCbkTiOA}&zkcml0rL&346c~<;efnKUxG4RUNF(9= zZ#iaDT~@1bgeNSFoWHqMO@K!dlxw^-p!imHJ_Uw5rN3z#&xSxaH3&9CD+-vrT>XIZO=KW@+x@Uc1CiGpTcpRIM1CqM`!XMEiR~<je9 za>O;_r-;bGV5tMC7XceApL*!f;g@k57F26_oWTG;R~f2A)(aodrEA)ndPCfcGEy=B zhN5>-U_AJHRQ9C>!hM}lUgxDXlHX)PwtyarS1yByZUSq0v)aVy4jA!F6j(ZfIE)?kUaqx9$&U!r*njnDWhqgDnC ze=f@@FXD0#bid4UvOelFEb`quv(E7`i6t}ZVy5;zhI7{(unh4d*-JDPQO9e((hzjC-M5?1TqbYz2+EXwpuf)SyyXO+KRlfj8& z8*O5mY2g`qM{nRdSs3*VoXiM6h-QwWXuU7d)ca*=FshnKCaSWS>`0pZDV>~xQ~I}O zr1bkeH>6pXrV|+eWzEKgWwXmxEZcMiHM#yPI(~`ngizC2F<7E_3A(~o=VJ<+!+?^5oUxX(M;KR_YxFLG zl#eNMNq5`W;bXcd@vp|qBImrg5W;g5bKeM@w)iufYQ64ck9BiV*4qF=v8{U@Q!DMM z_gx3QHXU!&TvjoW#{Wrz*TA$or&Wgg9YetX#Tb|(g5vw1Bx!7jZqii3nGpZvPH%(` zE{`@5tm4_(t7R%3|Ev)M_y|f@{1v|-6rExLH|F+GkT^_Gz8g=@_#Fi#Oo4+ee%gd9 zp{K^Alj;2@Cb}m0zF)57xT0Hr=DAinD`s7ckMPg|6@-yJO#7UF^YEj}!yQqGj85-n zVI8GEA+QT)jRPEdc%j1xIfpoaF!n0vf0T?UYxSR8;U}oVb3qOW_?N_Ue_o*|d5f}) zQ1uggS?|0@l7@{2>|-b8n(Zo*%w)pWMCgmKNx%~<{%}_W@p*e61wWK(KKuLj~4N?Fro;L!ghyNqgLkz zoajz%_t@JYI2R_QhHgV%#v>}#fAtvpOYY?uW`Fg{|5Z@o%(3IYb^q@XT~blR{}b6~ zhaQp-clYi4W@AfMt6@Ctj-`-j8MNZ~I3^{35|&)f7|d7439r-ezA1>mN(X^fR?WfK zh1#ssl9OVcn#DTIF^6ASn&Vp z?EfvI&;KuyvG4y4Tf%Pt4#Tf5?Lt@&Mg@Fj%PR9P#9LOYc$*7T)dWt>xT* zSB_fYpO53t#wI+x%x7LlA23{^gf#wJQyQ=fv(O^^?~2}~Ga}%yx}x>JH}~&y@gSOC zpN*Nuxj~S;6&MciPdk%XlU%4S&{2R)j?laGe}9Uv*YUJ#v>@^nC&ct9`j2$>Wv0Hg zp~Osa_B%63ooIlsW+>KK$zT&}%uN7sl4onJW82ngi}>T`3!;81 z6X{vgdLgZU8~iwXhU_AwWDdtyjb-Tjg<0T}drPFUZdjgg6xM>+X27wfARyhW{~vG7 zk97^s1>VWjoN8U^`B!szaFrDYVGZ%23uUY;{@PyV6wC3h&ib3@U)0_ev^y2dPy54m zmk1`7W2W?5#62H&Ny%jEi`buZ>NZef+*A9DU>vAAj2PJZwx66tfg1XJQ-T@<4F&23 zmuwL?ZW@e%f_m+b`cgC9N&9P{Oh;qp$9l4I4!U0ERPa5$Yi1(+VgXIx_=sW5ChP33 zcqSDFFDq>Lh31JmTI+}xtlMvU#9dPg+&VB-ZKva43AusPitVKC$gpVjcdH@+#>_46 z%SeuaSQyu2iCop<%5`;Ge7pWL1Tu#B-ZD=F=>q$rhsL>5n^n8+)4O4pHz3eWQIHS} z)&9>7ZBLBK_HoKI**tOWzI;}d!;u;+^gJk(~kYQ>xV>1I?| zSGvx1?CDh8<#ED@o%qrm{@}yDHPMm%m`Ui90Ix3@TN@u$7EVLdH$|4lX|trTy6aSl zCbk0o+t!sB-s!b2PGLgU`6F)wcD~3Z?6U$(=YITuAL@1gB#NYwDEZ2dwN!S)2#!H} zm2a5z0Vzu~@uV-jnb7TMFCj{I0i@dZw{txx$f-*lp2jg7^z@brFCZb(4-TN>{>f=L z7vp~GfW1yjB56M1tQsGo*3cYnGh}V9*XH+C0_jZ5p{xK+9m4m??pF|1746qTxm+fYw1kzwgD_#~pKJBFdI`Q*9ZCgL&TrG%>tF9G zy?UG2_9=-;G@c$vVr4~v^7u4wWQgW0-KyrXmSVoliXIx5&BrjOO{kpH@s{6`nEp?g z92yLfO9P^Zz~A-07NbDf0`Qas7`r82Gl$tGLipT8t-NITcXp4XskuNzNhsnCL7JJX z-+CWn>h>pk-)4kWJf_#uYll9yAO;K^6HqAPL57lJ!0RCx<7Ok9#^tlU_+RiKf75UE z*~c7hjD;h%nA@aM|JU4PH`qkue`KlRUcJ(}LSsH*ooiZmH>D?@leY$;$64l!NZr}i zF|K=ZYDyx$nO}-QuiS_O@6goE$4sdiszI@E)nu_})|3|sYWd;8?%wlg7lGvi&UY-k zWOjFWfp=J*;z*U-N`k~%FwaTNJ`I-s8#HnHTp&Z2?d0Qa7Q?vb#sEb4`Z3B1l#ig9 zX0+cdWUg_sZUpq#@gb?9X}I(DkX@+DMJg?iqW}TJMvtM&cwpHv~L8~gV%>KPP}aQU49Di0l%}JR@&q1@t3$`Fo5QCR$unq_~k_Pq>p^OHa)h%Ot zF0kMw;TZQXHQk)ot1`jB@%kLj`0S5cZf&5Nq-nCB14jQ$I=-yDZ2U!J&SfV(S$A8x z@w98IJw4hQi6BlO-TaBJL{__w7~2Im<&{T==Mgjk$RyqH`kFucM*$PGu7}BbnyI{v z3t%Ga!^1Z060jaMs5!9zVVoxAeq$nm*CE4w@qT#RyuFDW zBJddmt=N$C$sOIp?gzm@zA(S^q{P_cWhv5i#~>w@M7qap28f+gZpsGCWoHUYZhpJO zvGsKMtDw-bZH;Pg8jBmng$i5Nt~@GuisClan81-3=6KeHRNS?IQijG5%Hc+~Id%zb zQ9K_Ll_3OoUp8jdDpgC-LuqBho?KZAt}h2~@kK!VJX=qG0!7)BF&|pQL{gNBG8(9Sp1)l0LwLFk1!c zVYe**h`w1lNOiyW_8~ldZ6Z7LHZduri-m1adXvKl;LhUJOJXJ-0$hzGBt3Vo^_WpbK|@KXw=&NHq8g5yo}4&=UkT zzj14kluwhNazbgXY{d9ZJG1nOCq(zL?8EQ_9xyPm`di-8RP!3V{sWiw|o^~Q35NIw59WFPXjYBkMLX&R%&AItG{57S9?V=lD*#Of-jF5TqH(J^H z4{+6nvqkx_K+{)^UDpo80A!tbz$;gTBiF*wA8@k9sn*Xk@64YqW`BYpEE{!Oc0jGg zDQ9^e3I13h_OneTlwoAj%DVnz=mRRM30w$T3jt(BXVj3jWD^5%9pxh~+lBrrNU*M8 zBSo)03q+(F|L$WDKVAUS)@{DrRKgTq(vpb71PolEwm*Ocv4(&DW8sVNF#Urq>v)ae zkSBx46ur*2ER4?SKNxm#=DimbG)(g+2Wi#Y3y8|``95+vK)G!5Bkw=eL``Ucf%&HB zeAKz54xmkCbEg9tYIO{h%#i-39{5bim0U42nVdt%)=HN_1iJujz6pfm@Sl(6jT@d} zv1F6yMu+e$3}&&G{HTy1I5ixU0*sDmfcsYXe630md$?0r&glcfRLH7_E1^bamM(AX zBogU=VqD(M7N!5%sZ|fVph;;>5`e&m$dq~<0vv_g!%v~U;yIu5n&j;mpKRbqkdaiF z3tYtso|X{^tW}H(0v%v%YaN&#BT6fDj-X~Lw-#GrFpSUU;w@ilQU-9;Y!4guT8m>a z|3u5L<(C4}8J~jzzg9G+F?!#m)i?c~uw@@L0avB6%U}?6t^D|rNWLxPwYW6qZaS{R zT5Y*D=&BG8fZzY4{U-izsy%j;-MiknE@oZjS)}jWLiBG|#2$A~Qf(Hl4nji|@_4UY zE1j)d6uM=SVm+Va`syX}x<>SJj2y^1=Qt~QIN^}1=3?GYI6hxIJ;aUYTi&_CvD9Ry)=Actw*3yH2-1j^kbyJS8D ze(^!l3AmArPwZuppt5DOB7yzii2T{I%UB>d%jIqm42Tr{s*WjMqZF1Ja8x{XDENPZ;#B5k0`779h$Z(XnV-VWA<=s2 z@`ZDpYS*#!DW6c+Sqt2;%`6coVeAKNF@NX&9N?&=3Cr=#6l!falo1z)ijFGP*z!w0 z9eT&@1(<8KU~1;b4chll~v}-ZHGJ?rry;YtdcOrIgYo zor;3A(g+e#(g>0g3lR_ykQPa$OG;^B2?9!Y$D+Ht_rUvp{?Fd;hj;I<`#AP-@I{%7 zIpb`Vg8+vIe%+A;ttyYNvQ@RfGyvyk_rL#J`x z)hYVaAOBQt!t=CgiIAUg40aYWF01xSYtv`11$Rqe5mtN|3knAkgkoLx0kD04^wR6I zI3^-+V!bO~t5+JA_nWfM#Fhd%-&hi#2ImpApg+xNtVgxIKHA46vr_V9>+Ja_rwnL! z6gB7uxl1}a93o#o;E5ZBJ88{p{1q96V=_i%Dhc{~%C<%yHCOUO8Iv##PD(z^^m(cC zuj&RSTzHe2^Ro{0-0B#6pz zc7YJSeP5LWt=Qb#O4-V(!$l(NPjl(%LDwrb*C4R0iGoeau}aI?ccyrKK{M5*K+4i5 z14NKOV(Y|UG{=++HRX7gATh#^JJxXXpI#IxU8nKR) zGiU?+#e--sab0imw(tmsXKd)|L}ymz8<^+0ThcIAd zElSC*ciTbdJ%2+49MxH9s=$(`F&L;Y{h8I^`D;R$6P;V0%D}Y11^b3l#jgxWd9AuX z>#Ye}dG@ZS8rs_Dpy{VHeZ`ihIhb{`eW8rqw^q2sWw04Q0 z1%&$#0_M07tdE$5kIRG+<0Z^|F|P@H9-bk%J*4_#1;r4Y1Rq%x6}2jRoO$g$MBe2m zYZmwRV4?0`QhQP#*c&c7*VgJsL&qO(L!#v@%C_y+kl}MwmH>Zn0d$Ne#Hv3f1{rp$ z$QjSnTi#6IlWEmr9v%BB10ucrEK-E}j?J;d0XDP7<#yGWAM?>kZ^SKVqWgw>IZGf9 zWFk|+{2cRu_2TiJ$Ey3LconAQ!(=P#$9qUjku7UY-II&RoVSlF)G$%X}71n`#sE;=OH zKW-*hL_CWZpRAsFb+3@YIu(euT*j(2Ls86dxUdkh7&p_+^m6~loMo^*utJE*Cw5|E zKd-2(0y>jngKc?DWzkp!;!Lw4MGnZ`dx|yHgl4E!RH=(x-0RtHVxQrMXNymCi3S7@ zq)q!McZcTxyY_@969S0!An+pSPB_ms{Q-fz96CCk-A(6D3bMq~TX&lKqGj@zf_`{t zy`0ogyTo*oKi*uW%K1|8R>8@a1$AQR$=uEivA9NHG;le{mXKBS!199Q;o)DV&BWxr@7k5f?HK?u`7imry;W{U;vBn>mCcvl{ zc~B7)8}CB3j{i7DA6EV z%j?UwrqAf>oEP9R^Kmmn8_MQ%Rk4!H@QCKeSsY3XfU20+rS+n}WtNYmz>tTMUH$_U z=BY`$*prRb4VLe+%G|I5PN++8dCNu2@C3T!Jm2|36O^{GrXXFnke5wf)Q;u-_`?a^ zBV8mGg4Nm@Ua|Pn4HI*RL1rPaZpnj1w-+aO4$i}m)EGSz!xK&AINhaam|d(}68UJ* zB#ps{k_EUnT1#n=eIol53(>lpU#lA({~QSBNuYvVF25`nhP|h8XVp<^NV~%Y!vM~# zMjX0kcsicQOIpqa{v3z%m>hi)Y|+3A`g1uDYkmV2qlPi`u;b#K_~=+UB%^3_qAY>c zHi;bR1;?xTSMqyiP)n&)B#j=skb|XFJ%oBJ@8bMLTCPAWx%WK6COw{U{65H-AM;aD}Q;t7hL;H(_Q%iToTJB7y$ZX?K1{Ps$nYc{xXKLiv{mwRh+CY0{ z!qh9WR3q;z-4hl87Z zRc3V8QOhVW-?=l`EXD;t4#KdYs7z4`C;mzo>EM1sy?8QFfA+fHc;3jWLcBx5{VZNu zfe%G1J=?`GC$|&$T4j~;T(KgZ#c%h~FaI*7Yq2x3K+m9R_n^3|G8`|o+>W`9Bz)y~ zJS=9|eWD`p{`yR;_BhDTGg-M(j}<} z`jQR-ghpE@%I>lYCz(pRYdj=nRBVk37W2tNvMS#8~icH>pmAU&~g6>>=cMnsKB{JPW**@)-l!LA8W>N1 zX-Yn%6}ANKPzk=_4g?*hbaNgtB=5~X&wzWhq3?@>3jLttA}2{@MGcKT4}VJNMU(TZ z&mslO2+o}_~30%WYGudGyX+_ZW7tv_6=!fQQ zcaufPj5OvWvHW&jQ(s(jm@1uKy=@opl>lg~bVz zhW_O-7LU~7CBD!HUeBQvj(_s;-0|@su3aZU@=;W4{+pg|#!Z0?lYI^JW;aCNyU8N? z+(9kT^=bA4?%#%%_E;e@e$L!s6wgc7W{9P zJrR%q?^p!`6N&nz7w*~rj5VP5{T7I0uZQhx|Nr-P`+vyi{}$x)zX4O)l%^4Dz10{M z=K5a$Wzv^v7pM+R{l=LHeM{}%b5huXwTXP>&9jlf@D-Z!c~PUksg=K{ZF}6WG?YPq_7V!vm!6w$ z*}hx3V>9oGZ}!@R&z66R9=w6BkGr?_2pZaU=}H%Yz-r-`YiVDRA#))XRVfyb!`!)~ z#*>AoP50AtQ}3U{ah}S-o$MW+(?Se0k##Ypmaq3Hhs+@Lm$w^Co_2|K&Pzw2M=W%6 zIS(sED`lhkthD0V5h1Iv!rv|_C#tgW6AQWS>OU|!)_dW0E0Lb=y9;I zM{dvVkMoBk5GQn_^MCqSXU?ar!m(XwsnmWHNPPJ%&2-a56YR~H;BawTZ1$}9xyP4H z3N!9Le}>H&X3a4(9cuq_8uFVtpGw#Us6ufE6Md>aiX={V@IPnke#s-DFBf0J3oPHL zvEzRHe}haCV!mIpxeM3c1;6p(aEjdwfQuxO=MoA(x%g^(tH>fZHs3J`{v`(NKN{SF zckkeRs?K!;;#SXn)!rfCS)5`Y#WG}qZ(hP;!im8{IJxR@pD76rHa+zR$ZgC7PT}IJ-x5#KQuyz z*$a58P&QgC^t9*N+b&K3wFBBs zjnBQB?p@$x#v-)uOl(X&)a67r+d0Y_?mAu42A8;Ne zAG2MP8F7R-MWF?HAfja~kRboJ#{~dq&3&w1>a>H>6ZB zOmZc3qqX=7w&6KXFgoUn_ZPN0-iZY#j3(WyBSK=npXUqU$a-|!VU9)|4io8*oECY7 zNjyjuVZodVGr>rmH9SKD+Ll1g$@|JupJy(Vqm(2kw|R88d|j%r5KY!wn{h1U5B!WQ zX(1ys=C1cnYx&m9RLDdwba5BF+q8P@tX{h}fQ}ajO)T1xw95*=)|pDv-==HsRGx?! za0k{Qz-uP;%l|?kBF&ATt76&on6kWwE=NkyxG34Fzs_r=%w~I^hT)fOYTlSyJ46ip zRT{X3-RKo)CUWJcE$G(IvS3#ufXF=0-(tggY3U3WQj9)gBn z4se6+HM(gBUKH~h)8>W|_AzE-yiFtn5ij@e0xR0fMmJgdU>B>OOHzRw)OfE@!s4_x zd0g~u-Ow?o6}k76>-oDJs7gBH$PR28A6)Y!*Os$CQOc^F9u3-Ed5(~Ys+%*Vay02! z;56EHB~#`VRBvW%39ap@2XM!I7OJ8_w1$4TMEltN(;I&u<<^P@Fwlv02s$c=dMihP zM~Hjw0#hu<_X9gbH^&pt!rGVWr-@P5RSk^Bs3Jft<*27$!C1a=)=HfQD2L)&xt z0RTGTKZBg?8w7Akl;dHuOvV;WGT)$z{I zL8s+Rn@Pp^ir7gZs49k4v9t)e0;q-%p%4Fg>QfWu2;pT7YU`#en3IS)g{NY|9$`;_ ziw0wV{dqz$bqk5zBY>avk}j&>0|}&k(JK(ZWdOcJUM~I6QM>fcoDY%se6lY~21K>0 z7SGb`CP42WSzWcP{OLvny;qPulqKNI=i@JyY`D+LJ*x}RwJWhlSiR<%MGF#ki7@Uo zs_U@lvTcrGVb6AmF6AjJkFCw zKlAUd&SFtEKu$xAnHiZwjtasM#daj%Hr`M~mKjIJXru@gm37lV9U0DQxTwl5CI4+kXDCAZ3))dhS=?ig-UA52F5!UP3lDh>VO$tY zNl~&lK`wH2d_>YXy8Z`6t(e)L=%0KQkm+Z9pDZk~;;mBdaz%j1?kL4xfDnMSN~c;Z_VakrIb%QfUJw1pQ?~ zaki~N(EDwws2m#KsH%0h86yx#ki>yAUz9umx#Uib#j?AAt@GM--%{-BE5btt^N;0H zwkSaR?pTkCCdLM!awTE7lUF23fZi>Df(*!66+^G*Fou4b4O4<`d2BUTXHf?lipsr$ zh5d~yMD=WUAp%B`!^rym((D1CQ@(#xOoVDO*`iNeJxj{9pMcLAdEjd^&KKamb?J`b<(1?R}4i}L=;Qj`@vZ6 zkWu@i=tIDfT1bO;$kGL|f+EoEh$c$IVwMRq&p>UkIwvFv)vlDTmHL^tiQwvxWo9}iLKYALP2vmkFaYieQL&xGXyXBgJ zFF{S<2st7_xy+~kI32#)Ira^!MR2(IG2sDGrMK2@?*q=xVe*|Hw${cv4`RoA{K=QG zy;bes>`v;(9d@9~A1E6q*r1qe_r*4em@HD>KUV;PX!N>~WXhE5w>m+1_J5Brc%hMo?FE*;kDl!X=kz%iCPvm#WF&wXdT#**^je)$V#t zwE)-OwCsnr-zoflX#(_0vd9aZ1j&SS6)!WIYXYPbpKR0U@_|M!iplTh%||2U`{Do> zMLYc|&RRcTJ1Hzbt11rsRwyA|Wr3P3wa#%?b z-IjG*WThQ6)V4K~)4@e!02VXot z9H4iyTkT5+kD4q1HI871^dyrs$ts!cf#a_66|{Y4>ZO8mG}Bo`4kTJ*u51`J>3>2k z@|)$m(LGU*hbs{z_8=XVq)FB3I1;(_{MY5H%`#l2f2hw@YXQMlhHHAAeN(N(N4l5n zv}NqjaCH*ci%ei6AIEd|?y6;Dda&&BCTGUGlEF&k{$S$KG_E3#V+qOj36pkoGJz}$ z-LLW#>@gp>;&C4}2Dv{WMHG~|9XmXE|Mg8IhKY1#?e%z)$Oq|o4cveF;%7ic*XEk~ z#4Er=3mz=3`9Y|(yp5AhJWOYTFlUtm>2WJ51rWeLPkH?9y#np#-hpXrvL;a$hqt@n zmV)7Z2|_f~Ew;Z`$%VRtjtMy9O{}f@$*H=+FpW59{a}D%=4gd3VGBd`i>EhQUDz5- zm>C=nx6)q1(U>a8Ky0DK-l%bk3+tMCv4_we(=E3& zKQ!)ROU6c~;n!%%8_ij#hjQkz??!tC68*SjbkSt!CmKz-Om1zbHh9{q_tjMW)QJ_Z z&<&J_F#HqpH-4iG?&oi?_%HBLA~n4lO8W@{{~J#uPk?g(X-3EON<(TZ zb_I?{8`F7gSFqBVZ6|Lm4$RFKSBpKng^B+u^Z|>GCptPlKe3G`SfK4aIg(G!YJ?>Q zPdjjPYWQ2c3W-yrF9x4!-1r;Y-H9t#z`;IdYcWIakRc8zG0XLS6f%MOS0H6vaRZFp zWt7V~1Zeo>8pZF9I4N8F`A;PNE8oCr6i@U62wa-yIy0eR6plD-`%&ScpF)tkqT{RU z{rss=KZ2Y}=bLdmql*BPvy(Ry-`15zjrMJcu!hnaXU&Bk8s1617ImHEI`n3#TitYr zmCzUSnS?ZKwLj9qFrhjVyxo!C+CRE6``E+UQ^6)!n zWi8Qc_n?h1zAJ6d*e)a%D@~MPG)tDAD;}?(aIh0y41&NTrS{~>2&t18p#?e-5EszP zQMEPdC1|a|u8~h$_oV6SRsuffaUGUmG7r)tf`xBDL*Gk=uEXIbFU5JGm+O?Ns|gzx z|2WXHWe%~bF(PD^|0H@3@eQfh;Ozca&X&EG;7af}rh(9A3 z5A#)c?c4t5O^55vqu{(ZpWh1ssh~v6Bo$=Wok90&;7x~%J%gDTboo;=2!N9B(tn;p z6ho#n;_J(scWC~R(6STgEX-{uED#JmU5$P66w=ulcgj5VJkM8QevXICwS(zVkMY;d zjK*!mi(7o7K%5Bzk5%!n0#zD`~1?}AyU*s>gs7gIshH;@DMTk^^oIBq&5sJG9 z89FAc0@j$=2{U{|-xILr5y(x}nT59`82SwINU--9L@Ke9IMKB70aKGmZ)9Yi5?=z1 zZx>Yr48`fTK!FC5gt)B0iv9C9*!9bfQ<39iU~+S+Hy%=_t}A9{BRkjYB@ZaMrH77* z#z&6QVg*D>Ft*T2*pBvu;j)OwJlBXLR4e07`^I#!|sn!C@z*yuDjVE)?akk+%}Zv0=>n9}PPr z3_BAHsTtJk7w#OQB%0Vk(Oh{v1G;&R(}`P%z9Au;G%f(~Xr)}N`)z~JL2;>J`xCo| zyaHG-YX!fc|otAIYP6GCt#AsNskhXiW9KEX(jc?v>UFc4E24f3sKLSdYs2I0>kT`BMI% zqjzKrukAKm3Z;_m($J&}@&8TQDGdf+@x2boKytB>5SM&V?07a?93z@$L68zF@ZV{p z_-jD4O$Isa^#aRsk{>@W3)>Xy5`|D&x?ZrJs8oHNw5<~&i4tL5zSbT^a#MJNIYz`H zHHGE5Z4Teh;UEj^w4JT;su&;rK$+bip8+dsj`}Lmht-dPpq(g<&SW|ZQm&3&7zs%k zd3RaZv%KX()lOw(DY_MWfvJ?wB3KngyV7`wZ!UP+SKAwYgrQ=BUo7}WM9-uOz?+v@ zoG{TFh$nR$5pgVWzgRYB7@(R`_@rL21=Sz?>}_qGHCe?tYc}<5bckLrF?BziXzOwN zjrukldXUQ2(y~^94lN|0ukMu~MeHEn?_Y`kHj}N>;!P_yz)2c?16ZhDE#SA@Ir%U4 z87xriji-Yln^c^^pZra3AN0jQ6LC`rG{kik9r&RJ|53;Y&C{m-cfCXwD{Lg@0;=lW z8TfllbSC4CYklRpUtYgca32g|x(OiV^{-a20@a|dC0a-tRC5$!B4ggWCH#9PnOyc` zI={|5$#yK(sR(8LB%Wjx;eVz4$$^&v(a|@gn|G7{rpiBK<(1mV0WNkuY*xa5*FXJl zXv6<;@1Xz3m;UeLOFCxQU@12_EE=(Ih&U>OK%c3o=~DSX2T%IjwP&n(ufXJJGq$Rj zt0b>IC>BT+(*e@K8=AD@yPCqqJw-&v%zKHBLLV~wwnuM$W6g^Nr{aiJ{`ds+ z#0tEgov{h(Rk`rWnk4WK4sJ#m*i>B4-Tz$+tN-(9c+Jshd#*W}r;fY(zfaXDpsaNv zPwEu@;b>hCBAosMVDs^$8`2=#QvHxhGm)_;%`2Oa|9PC)H9`H<#xf*(1mGJPRM;K= zzdXM>LZ^P@3xIqNVPG%1Gs4_F=o4Kg^( zSZho0lA1RkIx+FWq|yJ2L+4tvuJxu~h$4P+CG0rPd3+l85ZjduDn;Xa_nm4Btbu>8 zF5ML%?PJ!Qat?@bhsO9x)0myQ@#!w-)C`d%wY9YS4sXrl=BVVg{~RyG0-ZSv8o;)R z{pNoJ`8hTj8U8-CYa^TJ>`wgTq9$0Kkby80O?$XG_C+tyxA2cZA%yI;Yaa&nQ+t4; zfsFZpzwf>Ut9ZGTlxLh{V#kA)-MG(B5?9n@PD{DQA-<1^-rb@t0?j>-Y}mouY9du( z1+!y`%AxbLorz)g=w(bzCG^N8RZ0nL-_{yDbQ(?jgAoDosZFEt@9Wk|8EDtl zTFj~TzKzCuA`cB3L}0LPt@+e{D*3-XY~SWI3ek%}o0@0Q*@r&N+=9ai!G6CJh`rwV zKW+!MN``TYGXs7`tFMlNHGh!Z3g2zzBl%uf`vr1CJy|XD&86V?zg^9(VoR`OG-duY zgR#6=EZhN;*Bs6#Gr6MJoox2TJ>$02O5gm$W`X_8+x9MWmDg4HAwxar=^Qct>n?%Wf%M~dj7Kzc#gjSye>m=DGpocGkY5YvnN zwPaEaUbIy-SI>1aYR>6-Us6s7x}NaJb3GYfa_07tB7Um^Dz~oL7RVwJ@CNlqbiI68 z&(+_=ewF0%wICQLfozi8bL_*Cpl|Zx_MHYRq->DkQyhHHNX9&HK2;ckXZ=U=v6_- zB`|X8EFWliW%2rQc>7Euu6?woce5Z+?I@^`x5VB1WlJ6ozZ_gP)}7Ik{{2Go<#U~_gt&iV!MN6Lx%TDXVl%bu z6Ui>C%3_He>7mM_!V1F;B79UM?^HcoCzF1&O(@DhaE3)DBm3u{^r4Oy`^C)Ef5gt; z#OP6vAZ83v?>gF=JnJ5*i}$3s6}Go1@AFo_JEH2wx8zT%_Ws2gekuLNxJ)u-MTwxG z)RXKPns;MuhY3Z$-Y?w=>))VHUX5^ayS{17oB_`QNA^Q5u@qB$GnY#c2xJGvjD!XJ z*lBnhNGI#()#tCaZ$fse@%;gd!md>R$3O7w-F;G*V~MT)Fi@h(y;i13wq&x!7q!x1 zDeOYsNk&ey!eH2{-gv~g?Kjc&hBZ48)V?!%|7kuC@Hs&)9(^idnKtyJ^*!5_Bsl$5N1C>dbNTSLNb_)bq4r57M2CFK#}p%$D%`1}eZ@6C+S#>0 zT>pY<-}x+5T6hFR`34Y2=_G!e^BfnXJr*s&IY;nrWKIN9K6C> za~1-6xw~gHdWy~c0NYA62CzN=eHK21j!9XGTZ0~jBi)m<%H+i^6wusAyx;uE@+MWq zQX0CfpESPuex|qi5p+sOW;VR-tDnYr?I;vCVC0P)lSRsm#z*dc8fN0LFp$PXNv4Wa zMRkAPZ14Tt7hTq!&bBKf*M=eaP}f9Q#tM5H^x&dCj}A!0e1(EtS~{_kD}z*=-;1x} zyt5fDWCBCSNV@*|#uq^6^4hGLn@-ME)L_>QwkVPoBlal}G_JD#awNo_x_-}U_DHDQ zXvjo(dgtq{IF`J(I!g@V5T59pm_%cQSbb-_so5KULkC1soD|=5Oli9nQTbsk%p#$L zvVChL#1>DWwRSX~7r~)s=8nddcdc>Pi|O4Pq8xb0v8UK_hUTp1Lk88BeUcC@(-cKV z@UQ1HjYko7*Mi1j;JZn*@QfyuMfOfSEvZ&Btt?UgKqfkI zQ^cCv%gXyxJc?o&S*Tu7G4cKk`q+I~r(aU-``ZoB7#`u$F(r3&`X?##uro_{Nri>Ko9tAVsOUPr!S|(cZZzy{8CS)OvxWRsS6V55 z48lQjyMo7-MFJZ>yP|jePWXZW4S44xL?oR}U+7-;O z2?x}Hb`yLj9p_&gKgTS84*EIlB+LY9fliHL!O#2=b5&WWz0^*%bD|gR-1?I~xkhv7 zCWZ!m>~sAJ-kLMI-IXOYd;uw8Jt-Yjn3{NnZ3J5SuB_yj#5!JyM<3Y!q0TyDISiP{ zPlVDW_sAGXG{I@rOs~#BD-Bcaa+~*xvEYU$cb1h#w z{BX}S@b+go0-kNV+)4ZVdtU++!&%j7$DTBFn-0KU@7Wf7&Ae|5FgNBun7b%Z?C!=T z-}hzNo7MEqvNutB^>@Yu)Mm)jnXh(?;;&D})V81W1%9=h27moV0lL;A@86P^f-!;K9X{t{n(kRf z1h1Xhi}~XM2S~T+yIuS*N`yW$W4RDG3WlAiu%ZN0Q7S_PABtoW!x5h6->{!`o})@j z4yLodRW=H}#=Oyhh5RHh1=T<9?LDV_h6qX48pulSrj^y@DLv(AuP{V9)o0K{R|`Ts z7VcwIRNv=URR1jw^13b#vI50HuJU<#B-zuF$%mAiv00}wa5!5pr%oOKLnC)}63an~ zluOb?I}|uVk@qmXfWhu{&3HzS-(IWQ(Rd@~od~*^u$El!?zA|LY#e#4yQWX2ZFX(<;cp7(ZBPF?KwZAL`l=gsDcmA?|__w3(o-9r@0a*zo+R z)cp|6Mr#r0%DZclpk-2sPlB`}oHzpX6ZPg8zjwD4-Nf{L$LZx3P3`$h{RKyE)Tb;# z*hnIlbF$??L%r4GKt?&;*@H(>r=qSzr(grck%EKF-#))JY|GH9b$sdA%^k%g6#hel zHsGrY+s$`U>GwcyC0CCKFYnP`IU_j8DSaV(n>WE2jNPA_)N!jE7UChpbMMhb{&wJl z`n7`&zWUtQF;0*Sp(>G`xTHeUa5=~{Cz0C`TOVCGaz~0(Dk|DK5C|qLVY2Uag5uou zHKu8{t{NYaj~A(+pOyrF*5#TkQ}bPim5k`jvL1%rT@a9b(yK56GThwEs?`+5C1Kji z?7jYHq9T2<8&#=S1*n;Z_&E$;njQB|m~Ud=9lHCxD1)z@fBIIdh!JGxUxLaU2Uu5N zPUG*@@4Yb{>6_DqB!4Ec>W}G8Kw4RczteLsTMkHSdrk?C;-9Qpfo4ayp#(4s=m#6+ zbF`{`TIV1-3teRANL(CZ1)sBbm*Q=TAfxp%c{`#0QNgr{&brt-sNSu*^=vikBEXK+ zbJguU0gdynM*H5KAI$2LDOf&q8tglazI0}*(|b#};hF}U;T~a7dJw0km#9aVy@Pa0(PYZz=7l|JJ}+VDzy1RaL_iT8})slpD2^Tl(Z&P;I>L{uXS}1)Y?d7)@_kb!~P8GwnAU^YPTy# z4)(d4va^h9;-0#p4FO*ZN^T3DPS3ZBAmmpN`5Yt#tEzt6ejaM&PbiI>qqqCxb&AjK zX)^3t=q((t_0^7Wa*xWLefa}{Q1X)mZ50cLXP3P9@@)08XPLf>G`xG3EhUoWus;7I z7jDG8QdDWsD0NdWPMSI`d&eks$)t%>H2y$n^^mGlx3IlUUDrXiCt$mpKXv{Ih7Bkx z?gQ8%g@GGe;%qt~ZgNn0Lz_kPtbNLl<`*9x#ARaKJf{TG z7PJ?QsBJA1Q^kbSLK*W=>)^unP8KQX6ZGEZjt^PO#-VPDbqhL*LLv+C4P<3 ztz}9NAFe(YR?^%3rgdOA$+jL)`OSVSU^~J0gYjrx+UJpv4Ag0tx<93$uic@@3G~X( zdprDTFwXJ_?P@r8J9|iR3MP%TP)-(*P6mJJP8C?qTD&ub!)seGF&b_czpZssCgUS+ zVaoBWew^>$7yeWsXte6m0-7R$enaMIp0XGN++CWOq&brX~VU9ULDk)SDRUEn95$-8Cd0i${eu6Li2C0qo~Xu1HsONWCa zg%nKhuUrOHu(#VFc@VC!WLijeUu?J@r6t`!0rkZEleKi8cdXPGuVFIIz)?}E}`193U5x|QHvJ+#o~ z`k2Au$YuS7kVx4L3kX6$iVyB-<$xW*x+Y?oDEzyAn_>K-&LWHuy-$z87WQ_fN`oe8 zN04Kok9F;9jub?p=}V-%VVC(nR>L7o@+mViDCATiALxovHwX&8IpC$(M!-})-TfMJ z-3!R_?7h0HsqMG6Z))$W_l1h~e+YMWpT>d;%Jbg~HlA$3B*1%BJDaV)3PTIZ4lb3%ZhXUo^+|cbVv3RyN#JnEh z=+>y*dn(_&#wyO|il@%*X8E+)yBjmMuJwZkrx9ZkXcJ?fY(?aoM!q7D$()p9!s`%i zb>c&%eQSF8{3+kjqvqbNtI^u6ZP9!e*j%xB_4r7(ZUB3>ZhyfFu@}x;Bh5dm*aOq3aJiZ5e;UnC@$vIw82P@~@uFT( z;`L&Z;8J0DA9b|IPX0YDot1t2T(?aN%Jw_iLaC?yFz<_-X+!pM0L-pwPp8gi zNQ&+`vAA6T*IjIl=8ocM{WwPUpIT1~w)LM3SMC?odOzzBWB3w1_VRWx?c3)fD(&{( z>(A;VA$66~=7*Bqw}_K)v;sdpWDH1;UZbylEfiy%Wz=L{n6T&Y_BwJ?>d4Bu_uJqc zhO(-XusGQ~mt1WD=^C;sw6Zx^ex4M{- znpa40cTtRQuVx=6FUT8N)?O;Wm%_Wt@yuQrn3{ePs86GfTfT*&Uy0w_RP>E0^QO0I zo{GHFd)d7dfIl#M(~DfoSA{?_xzFwb-XJlp${*unHONatq^S5qHTTp~2-?qOJTXlx&roK=2@IUv2CMliq5Omr>bO#-61@FB@P&g)L ziOs!*9Exfzr!4Q;&po3DEX3Fwl6JM)-yZCBACVQGjOkV1Jwj_Bi5neV{Zq>0|KSKN zX^R-!lhD~m*#Coq`q$NgM>l&U_Rgw5$liJ3`@7;o;ILX<#;udBbT^Ai?l~>|7PHy( zGsZBT)3h<_FQ?USX75%aO;aR-GjQGxTqxQ+k<;2DpdLxM;@+lv`J!{+bQe-qs+&@^kWYPV(g7#@CChxnrD|?*F#xNXop8Qa=6MOir zZt8kJ^_xycMiy9P*mXwCOI@$A(Id)Mp!H{{qu(b%kL@}A+~+-bYK&){tIdWwAGu;> zdUg~adA6-~^-7}qY~j9dsQqO`Gt1PVp zuOj5GBWSOSE1}TQ+4Etkv*^b{Tm2+vJd9#crD4CK@b{_MmUQ==V&J5moa-C2(Y5R` z`#8$O2_)^`OMp9(;yF*TszZm}o>IcihnVH`P?G@YwDWS!RQ$1SUv=x)kR(&m-bt>R z)F|81B%M*k&Qp!R&MgsvJ)#=Fm0sKy{ru#dL}S^NQlb4$6JU!*=8lR8-yPP@q z?m~=1ug3je*g3`TbEj|GrR_O9Net3hU2ok*l{vbX466#+z#S+%eL^omH zny*_+t1{fI5_HTSnX(>$sTw+3RPORXw6Q+5okz?H`moiWh|=n_K4a3sQrq>5M{;9d zDKi%BeK&JIKf0(*H)3`7$jwvgoRPtZz0@UmxVrJ?)X02=jz9mtedl849|@rgPwsu{ z&IykP8{&Pm(qP9T5^O z&x>FvXwkBF(PGMm2oo(#fZyVc`0F`WGo234Bmbt~Za1A=rz{$B^S%w?J9O5ruSu?b z&dztWm|{)RP?vo?xhs>TwiMs-U1-=cQNYn%FnuV7O%Bgaj=(-nZMz1?B&^JF*sR)( zfYYR{ijyEMKARK=IT4nYSw8;CDl6H&n`LUKzLz3Me^B{F#4H222$!_43AkSGAAN5m zf!a4h>z0nswAmI5RW?ODBj?<|Ha*D=y+}ydNZ#{WJ&`TA8a$Gx1Iw$N%?| zJiiX9=~)&fH@v#l%{ryChkjGDsx{xJkr}cxSgb9pU9vNS6SV+3~#?$aLAQRfXamCrRznAEAf&wdRuvpgA8T_W~LoGI#hg{d1dCX&c zYfmAOX8OTJEW|X5oU=xC7#Lv}#My`4hB=Yp5!8#%VP+>2rOyyt65J;dIE~$?ZaM|Q1I1cE0hle=CQ?jg*Ex?KG`Txfp3Q=la2N~ zV0E+ebk&^w86^^KX>*!0Sa+j%kE18Bylse1j9f3-BX*38(Z}-Ms_zY9qdk!zdyl)l z(P78Fqg{+Cy?b`;1|jju%`@kta>~^FNmA8JGi6t(^Z_(c^VS@@rXL~kcJsGArB<~G zJ{kD5#&5Xo9WBEoJFJAxsVBMJ0!0K4JWRms^TxbKHVoTtc*WjN;fIZMRb$ZUhv&Ss zY|L9?FuC0trd56Y#-bbe>5TQD9Yg-M-Wtu_hswOqV}ALyGvc5xme&oIY27Bp?og7- z7?ePV8)S1GD8p}=KEK6DgM;p6Sw;O$ zqnSJ`uzyyC7^Q!(N_N=pgudz#AdBjYT_9v5_TW1Z^ThQ>PHB^+q2at8xe*e0X10EO z>g#V`(x(bJ^ZO$oYHR9p3I@xfa$^^K)o*5|TH0f)qA!*y5v1^L{o$_aPBd zxs*y8M8CN|H>|7*mU01|vQy@Q9d!zBRt;k(qeh&a{NbHm{!+_)jT2VL@8QjDL-L0? zH*k={&s#@8Q!8U)&a3w5jo05n(`#I~f8|Piz81&>DPX_t=){|n2IPD}`0{p}1J_CU zyEXl3;yeN1s%ZKsRsfq`ZM8Qp@(b%yiPvny{JY$aOC6N%&-4Qhcjwt^%H20IN38qxtvtlgKD)bEKi8UiN<9 zvKb%+_qWy+g}*eXr+#)OR-Ww@lHaeG3ca0v*e+aVTibq-xj?Kg_BEvf>9vw=42Xk3T^j>XmxM(HNc&wk!1J4wk`pHUyyGhQiHl=^v8T6$R2t zQZgS-Zsg%0=kp@%K&umjTVvhiMZ1LSbl=rq4-Xh^G14;zXWxmDhK&S9p~J7f=8xQv zfqA?r#CWC7pco`piiM}_UZ`UXC-!9^Nc-j%Dga8I+6ASHjRFQiFLwc-lM>9d0?l3? z9gZbKhIf}i1>@D4bvR23#a|Z~Lxz8lp27JfXFeo;FNkvN#aR@|z+$yY6gt$y1KEKe_yvw^yM?r-@7~3rPTwU-6{V^QzFt1@a zfBd3%Pg*y}8(%a9Z-o3~H<8UbRT$CN*m{g_K6dXSmu%PdHhwqPVeKz2l1?obEQ#yD zrBO$ihV~z+zYFA0;V!tm$x9CO7Wy>mLceLOgzH3n6;28}+Ag}W_CMHr%c!cp{#$&X zLraS&jY>&(Nh%`J(hWzDknWCiL_w60?odFwr3B$12-2c-H-dn4$6cu3=ef_lFYdT^ z{KtR%Ui@A$U~kr0d!4=ZUTeHrV$hl`7 z5$Z9M%82}K<4NQu&!j%m7h=H|lMEY<%%LoA`9-|&+-g3sK=kGS>&9a!?Qx7&3Od3I zJ9o*1RSvG?9ZF~^hq%$kH-TV}yi11MZ2gIg0mOA!ejRw2h-*P=I!|{UdX)Py_P2wn zB3uK6!i;P_f-ZCkY1%|M@Xmw-n~xACB7r>R%iVA@wyzN^reQ&|p4X`Y*5t&^a$_IpxPS4g zevxBW4?O1w)|WgWnzl7rlYJF&;tc3Rg%T?nGN+O$+ugh+Bz9`&Uh zh$nfhaQa!RBhNO<+%w7TRn6pW`&WxZb#GhWmFe853L_Lby~M8$q?e=+y)YmEwT4B< zFQI1)jrxs|)Ehh>k(8_SVP(3VFU8=~72&62LHEO_l{3PpoD9{5d~e085!W~A*ht25 z<}t2_eKz3@Q>19AN@?R1@AZ_N5w)LXA$VkW_WEeH(Ne(UYf;zxr(`}+70{37?`2{E z&wn(z0gsSi-zgIIvIDD_G5F{bVhf`o1cu|r~Uc`rIO2-CqQ*uEpr;n_*O>}QH~UFDtdDI z+`Q&RaUq)QvBW4OIeS7D}fxNavR{MR*~{r51iZ6(u1TZAIartbx9 z2u^Z1`nmZ=OnoENZ4vFOnXR--9rm2W_i7i?4DszK9&f(Xzm4NQ^Zx0Q*;2l6t$t%0Q~3$7Hj7(D(dHy zlfqewyBx`~8ih0+oxa%_Zfh-yYDd3}gyz%&+4D5ZFFau;U^OohyYKdJ#WsYX;|=V_ z3{_*Bk;tV(d_Rez=COPzO5c)6$PKDY6F8V1$G(;g0^74qpM@G#*xTC3a#lqhKi z8(m7TmCssgoY>6UE^!WKi5|F^Rkm}&K3k58%Vn$T+kLi-B&HhrkH6oAqZ+(oRy#3# zJFYBN(Fog}D?Pe2=M_A~RTi{O(Rt+^&-25znDozA-fi57Xu+=L8W+NZJ3MX(3MRn~ zFOEU;V!}Nv{G}q8N#bfW`=hAdx;&I=-LH@w?X}nT!V$Voa*(??SBh_D(C|j?z4z+- zktR$yan)urETt_g?wgLzp>hKT9wuE+!D>%^&%Jl|in_B;yDTqh96TF}d*Px=XX@J@ zWWAC>D1=gzO^@F*g`-~OpXf@4ji{wubuwEeUHuFe9FE4+je5zARqv74HX3D9X>zD0 zWUk-KJS>pN#C@jSt0YgZ24H1cdJ^1m2dyiQ=_lC{>sX55iKQtcS$qlv7K#+K{&+rW{YaC1n$PeOqvu zoVN}_Lg+DzyV+V?0RBm^i}iJ;x2B%4HWX+$LI@wJ#}Rrq7B(qO>3(`~?-Sp+2iI4HQ}+LwEw&An^XAT9~ZngVy2x zAqzWSqZYL-^Q*T)x-LHp4jU(|W}S)0g#21=(4e{B7L$%uNCeCi0twu&ElGZtxYf_z zg>6*?<^?I6+;UEj1o+-DY9%V{L-j)5j+Mb$YM37n=*;43j;mj@_R)@UC)Bn$Tyx}4 zrv7ks59+$@1F`kcAzxPDWX!I@hDR62Tb?qFM)N0*ZXK+AV)7RY`ekn6I(63@(ylAq zfo!$g&O)s+r{?>Act5$VF?z7JO%vHJFS>0;jLuqx<-)1n>3s`shSfxRY1@%@&79Xf zH4;f{cA-nQMM&>h*A9OR6YmTg@3@Ao0u-Hi^{u=dy?r!o?xG>DKY#z~W)rKK*40>p zVtK;nxbhgj?;`cnnWn9U&hi)iY2)tK2lUST!uO)N71R?Sv%@@H`wcf>)3Z-Z85s_l zlPjpjcoUk6ymhc!Hzi9pDO7p79f1mxHJ1B;KfnTLE5wq^=nATjPH85WB+^VV9TJW- za`s?SOG|}K58chl25kn6fPhHSVN-;G(yWv*)}#s~{6QPo+y-T`gDvd!pBAKP3;H7b zZQCd$A5qOEnt1~Kq2}wnaaux-ugS3@@!yflt6y9t87SzqBFhZh+#rrN=N)tW70>61 zN}KYm^0BemnA6^?xM(eH8$7I5ULw!Yhd?Tx_rqfQ#vDv{o*^pVIy#Y{{_%B2HzGYM z*PSaXzLUaEj9mWl55-Fuyu52rcV1GE13d7_KMYH!jE}TnT7u-&MUqD zQJkCqTXEj}FU2_}n5cjH+`$9lF)lt{UOnhvigUiMe>oaGVut=&BoXk#{`$_C>jvI< zt;xvUr|EJ$-fSJuD33LQQWLBh>NMDl(liGDLB4Kc+r?a{lj(C#(Cdi{ERp*qmrPcB z$_q^@IKNbj<1*$M`eN#;&os2|3fAv8&ICwcf*x3NJ2CzmTAjoRpT9~BmuI`?1Ek48 zkHjBV9G|@z0MQ*=uJDgGuDyY=-0};L;Sbe$l^(yn1FEMLmi@r>vf=zoto(nvf`5yZ z|34d)|8A1?zsgvCR)vI0vHaLeSqjRl20$&)#SQ+M9BjL2OEzwQ?5L+VnPHHee$4)N zesyS>?CjEF7k+-t_p2?$v22J$t3H@B<^;=~6l z!88{CL;4i-y zo-~A%DP=q5E!33~Oz1x6vO9AxzR>lnYr6$uB6J#>BlNJ4!d^kD%N@7DE3=_V*fY@O zz~k-ic>_novp+~->DEEx$^u8pV@;cUWasyMvHf|0Ya?Y@4d7!|eB<4s`U z1_Is5{ksHOHzeu5KX%l7q&(h@soi-PuXs889C0I)vfJ+jsc}foe((GPauZuH!hK$! zz=FgtbKjCbP}MV@mxD(H471)~wDfhyho2Ta%$ZSW@$e@VdS3GH8`KJ;t?arLf7!_9 zMq4qGjCv|5uZ$nLFb2$q{lGQevgBeo6!rN!@UYUE0EJFXoa)WQ!(1;ua2kzq(G-&H zy_{7cIhVPWO(~gmL*GZHH5^H|+E(Hfgrz7d$1%^uwSYMCRJSt6fTJP^?gjhHU*C9+ zdTrebR#kG8FNnf!k_>;6&fWUP1bJ8rq0l$?^j7$!!Usjt1jP(ZelO%qLBDulxz^uf zWolEs6oGxzDSxC?S?Zn6NAS{=y_d9MB}=t&C9(^0G4l>x#_-Z`quQuEyk63ZnzYk+ zzC}|zK3GBwo^;+|0;B};Ew;2xn(Rt?igw`BI^s3`+5TkN+uE~I9N(L$Foxicw>k|f zqhi##&w`0-q8WZnZaMIKC5m|xAeoD2j3?W@-aBA5bXJHrH}z9W#!lFmc`$4l0*ViM zy|FnnItT(`5+hSo&f@}-dy~h>DjN|Z9-C|x2L5Boa|gtkA`(l5H^EIn@L&?76qWPV zd}@8V;lR1;MO=MVb7gVQO*jhZJyx!OrHZv$?@;3F?+#03XH8Cpq^ElaR;59o<&j|r zLc(oF(8rEqY*HU6ZiuX`!6JC+V_G9A?nyagfLWY3w0><@)aoqpQtcomo`81tW-F}P+xyJWYkEZs@aauV6wzRm^#cgtd4QGt_C>t9#x!bV>L78%+3d{Cr6lNRcLCmOJK+Xsi_F9Gk^N zR15i6-@L|Ow1D0GM9@E+=YP37@_3>b1jHxC8@Cb8e%9A;* zNmg9O7TEL{oU_d1uAZE86;6-#nmbMb*u`eo_L);etX$OEo-Ia@L`@if9!3Lr z-i0zN$vfQ4DYxnWwdQ#?HuK&dOntWU4n}C-vM6o{#A~Zo){hG3*p3y$GNgiaKSuS3 zuX##&`%Y6;Ek1`2xic7S-h^_tEs}}h3ZK6R+JV#vI&Or~1d_6gCs$DyMJ!5yB(+uB z$Xrt`XYznbsWbJyZ-6ymtcLkzq+E4QziBRB;+XF`O`^&iEUf0=V!B+;gLSHx3yl*$SLb^rYr^df1-a?HRwe{ zzRNfs;X+uhUdHD|xseoqYW(zk|k;B9%$-sbF^n(P_x^45diiQba`3;ID+|H#gTW`L-Y z*4bZ0wSKX2DJCfnad@Mze5y)a^G+Bh{3GGB+hO*hOe8h8welAER}AtxTo>HnC`B8# zhBg2rBp#lM114qtlHEr!7ne~?Wm@J$hnpLY&(8*few5hez8&>@Ej^9(A?ua~{hDR9 zroo30=@;(^^U0}6aDC_F)slr~y%*bxuQZ&bNDb#Nm1Gsx0{Y|@M&BDXK=@GLX6u~M zAq!e2Ih72Hd6(RzyxnU~6zj1MNJ<$OZift@C{JqU4fH8?ZyqtTQ@N9Cf#-|xZ3>v9 zV#6g`6|%RVtIQps25K9x*jBwRY))J?2^{6jytKGQvmP{DHFT9~69WoT% z<2wBMZPUUks=DRf`jE1rqsm&^0Ma@^SrXJ9Mg6(ch!CEVc6e+EH%6jQmB@ zrQAOum$!OI#b4JTUx@`Xl=^X$Dva-$+z4huZv}{*8~{A*tIqcyr+BXoa|=nnx9$z9 z|H6eA@ilUdKmaTYN7c?Sr!SRxwEI9@)|Q-h$zK8>k;rxJ_l#u+L0^=WIKJ=Q-=Zp| zIi~a`SM~td@U^%fV?(j9!gk}7b~AB$39Jp@c8iMcB(i0AeM_|Y=p?2+){4mF*P+sd zng~HM?uq2F;fV}T&}j^AM+wtkSDCnmhI{nm7L#)IoHEEc<#(14h)oD@p|8G(jIiOQ z#n`Y2+D*w?P!A1%w?RtmL@8sSFUmk@aF<2<2aVIyHzj&THInAUU)RS!Spx_m>pd9v zP$}HFUld3qve?>)O(YrW!DV#X4kS4n!e_sIKMCnamR6Y^PS~9p$^bD}5K%*~YVtzI zXqrS2MnVE7f-5*)JESJ4Mrsk@qicQZ`05-U+P4i-a%Zi5k$eCvrMKZ3?1C2c!3w2?1wO2Vfb6KH&ZE$Y@o@OgFEI zAf7CPTR)WYkJ72dI8YGij{tkcTp%$jE=ux~|4fFI$BAi7q6Y~AZ)}_O6xA&&aiEA; zuY!nj^3ohUX>!?W@JPiMi4?Wt(rE+lE>ftzg#%+Kua`6j?z3gdo`Id(?d%mNK6SBQ zUXD2@o%V#6D$Y7@GDS0UP0gD_Dw#c?``?dvC~lowS#=Ye5S76-uZ(?VUz)&Ils~^S zZQekYUG58srw1}SagRF#)fHk#BPxTR_?9Yih!#0{7d3d2v*L)uscw_*5X>Y88gpoN$oq`BZ1`j zxBOyYz_TrE3vg7elS~1awTfakPkO_;a8hvZsTYkwNRQ5j3EnQ8!8dhU88?Ro_lh(7 zCtWkz+j_~UlrVUrdpqhU(8toWKlQK#E%%=){CWbA0fkI3m{?^VhkKCW>zeT^>sZqT z9A<8c`Hu=PHXe;skA2b2K*biq$qU)V7V8bZe5d7@!to4yg3a|=)Kp0?2k+)m{re!T zhb~ndxjT#Gzpcbx#s*w|?Ys{?dqjh`vv})FFX+@DoX}?Wi=HOREXR8dEgm?%sr%@3 z1Q$8Enj*Knh~w$Apyj^ls#?bzmX{c@ebgu1)I&MdOUU+q!frWrdwqe3Wq%mi!v~*M zDPrdT>5E;81>GpgtZp!uy0)nHfdw)kv!13YV}>U91HvCz%so}upZ{7;Y#k}9%&e}+ zB|_zQv-AGccp81QpN+j9hK!|e)2)KKnvQ@z8v0_fDS7E{SsHZH{MuMVoQiNqV*8>H zh9%Le?YZb-nV^goI)`1|j5q-)Z_ND{R>u9lg`df=POzF2JCIZ%dt6wu3X1XTFvM_5 z_+_M2Cd*RH3^#q>vYA*2`P&3?=N(CX>5=Wjrwcao4~$1#?x~%0l3Z!R^!X8AMEH); zzo(b*?oFK`wB%&_jJB&&?0IujKa!IQGL>a8m=||b+|74Xm8h? zA!$_kJ;BUf73IFGYCeB5X?hAyBp|6?m*Y()maJh@sXgpl-#-qr)@zc<^~gy&Cw?J; zj6>*9nt7o`k-bJYyvuHO!lDltOTJNmOZM{WA^Jcnfl}irMB_eNsNx7jJ_+qP@Fzm7 zU9uIFgd-SK-AhlTKR8K6kLt~GtQ;8V(e?P%!Wn*Me}7&}fN8OGSkp~%wD>VSQ1>cD z+cn>mLzjERLfBU~f=m?A?_Ak)Pm=pI1K3&wT7eUr!NciDWA?#p`i)0~1lVf1Vau@k z?<*r697pJm^;Pf7xR^xxE0+yq6$Q?Hr8bjF!eW0W&N>`fXj-ro$e9m4xZcuQ7{#`* zgb5F5-~J{^vZZw1WP^EE;I{D~t;}^t%f$mIvwncqloNH0EJmbsB7|uW0mIj= z%nERk*%{JqR<3BqeMZEh{lviUefpu%yioOKcyWkJ3pOU4{xB93omtlFI-35RSu0EF z-*3aa0?s8d7OTeRSmg3=5r~#l*>MAK%U&a%tegm&8|>f0XiK8KZ|VT1&a>H>-ax z<0Y`EiTWuP?O(6Ip+0dUyY$eR2{uox0f9{yKe@P^h`Nj2kaw z0;^d`u$o;qW42j1$;S8O+N?@qffBp?v@5fc_HiK}&H33g(&iF4IX@`HwuI~OwUv5@ zKa}EIZwLg zHQQoi8Ci>tUfK%oM<(A1Q7DYwJ_>Ic6HQx(49#Q}FRN~fevNMiZIeMY6VnCK24zY; zb=8Tw=nvtu52xu^QguJ|TWJrHb=Gt<{2&Z{95qv-wk;}>gu0!F&Z{?{1~140P%t_U z3#fjeY5Frx$3@-nK^g(Nv)&rC9@aOqA5(5uM%@N?Ol{IZz1)X3tU;lh6m`FlAwJs4 zm2>Q>>K2XKcEdDJD~s`mkcxU>zOOFH77h9GFZHFq2~k)b-dbUP$2i^*r{>&;C(X#Z zKkH9i#rAzq#X@$P(3p3J?O}c8Yj7V5dw|pt_x>SeCl5XhU8a>f1Me}uD+zXYb6P+4 zytYcp5ARxhz$J{hFmP?SJNB_=K`W|u5xd-eCqGh=%ptQjq7!akmBfSxkS*NYx$$z_ zB6ca*1EjsI4gjU{>l~i3eTO~hGA(iP9rZQX*kzcqog$NhjlT6e1 zxC8FHc$52uGiG}bqtI&DZ)E^c_)I2Go+(xUhHFsHqrX>76t~*i))!TwAwU`t+OcYx zo%02pho0Zf7b2U0S*M>}8;_nF_bx zur)C&6NKs7VjNPHRC-@=j381R;73*thilZN=)C3MjF&p+G|S58h2gTu2JAY8C}ycb z>u5L}_1$`v21Lu|1p>}jfJD9f56VLRm8U30mZm#!6(X30?U{R1cNTUBEaRb5eZ{nZ zn6kIH;w4jFEWXGKx8){fTaCAG_Ny29ptCO(K?Zq7pGbG!;rPXWQ}9YqwKB9`PTR>= zt^3*diNpgTVqzvW%`M)B!!+_qVO&LLS}ln3B8$g5<{i#;Y2xAth5GNUuXp5lM32^_ z)Ftoj0j%)>`#o|CVre&(SI62?3j6mubAG~Vh|+;L`?d33Bu6O@V&=m=iDre}Z56$? z%LRajEWNw)bqA*~#_G^j0*aquf}`*X^<9>5eIRCYVgN7>WAL#0K>5g^C+6LAo^;dI zgR7Y?7=S%!!?g9c2wqxWhG}To&cQ;iIHCLwUHE7StAd6<41M~(zdO{Hvpo}S9#(C z2^j=c9F{Ijp4cu{*VA<;dKqG#1WF?;+PUbn=C76SL7JAkbw9+9t)AW(jNXR~Q}Zz4 z+atBinbyS8pS5g=rIBP-H%Sf>%*70ayok}0eHv8Cg2G28{Qvu?v4oHtnDNDunodmwWEbmc16h4L3AXx~@GzW^! zR8`>ETUT&49;pr1UiOeveKOvrbzu;f=e;n5QCbroaTb(XM5G1q$$>;S%X_X3Ckd&e zMtpk2XtG4|?$hI+Nnv>s5V=mb1Oz*~x(iR~DO=-;FT|OCC>a)4S6#@!>(0CfkX|~Z zdQlk;LLFTDWcl#PZ7k%4ls-1gz01;r3kz{QVsqQ7XZNJ=6Q`k~1Aj-vZo-Flu;vI2)fe9D~Wb_-S znivKGj^YlE_%_hSO@mEt8Q}S)>93~<4LZRgVz3>I&AK;fiYsMK1SLB$nAL_BiLK%f zqx}hhtx0b_FU30)(bA?6EX#Hl_`?(QR`-iF7h-YlW1Sl-zH9 zdwdgshYEQ&%#QhEfJ?H)fP%W|c5MRn0h384O!qmzXmkir5=<_h4im-}6PWTOm$8fW zUMQR0ZN0T zf7V-nR#3mQxWPk=@ik0qxpSqk%|*$QIh~XsLUa4-CP6Rs^*Q+SmTmh_rN>v(%fD;@ zj^0g3PXQvbz=6)5R4SuT!&X&-4;^#2cO|KI%de;I!I-U8sP8oolf8a@< zgCjDKZI8D0KdD#QfWrQ%@P0B}9IgAm64lK1(DXqr&f7m9%m^mKvqzX0yh+~Q``a{? z6E+;7JQ6}X{9>I|v7xO3NelxJ_r)zPN_D$?s!S@lOw6Y8M3KQ^i$r)!Vb;yCnFwuM z*xq(Q8DE@;nVN}%kjUYC=_B&I@*u(B5F=n#ste)LvuK|7c<9;B+C))l2^PJ7lE5lD zzzaOuW`qzKEGp$4dM!gNcoTonoaMeFttC%EvtakMN;rnfOuT?zWmFcQe{%6>gtpl= zNNAe6Yu<0tEa*)nW`7xWAmx|q5cYW%OO?OGs8Gc_$>y6VJ`Y{>}!-HvX-u0Ksl z^=%A}c?`N)JUEKk-i$H*Yrl1(-0;}6?0=A$s?gx}gZHb)t_~jUu?e)CheJd|w{KZ1 z_>JX1%mHTQ9h1*b_YZFlIxJbMJf{5sZLq*my>HErE5xqxJ$=rpDC}e@fUWDs4@)@l z!n^pV$s%6I!QcQU7#rqU=bEKT1q{`Q)dzyY#!Dw}Vih;!QtyUiSAsu&R zOmcJY?V8PjLr_=&Qk9DIg3sUk4qkJl4!#%C__^u^Ny2cxCcVluD((y!X4vj5NH0$Y z7FoQ%2~;;K@QcKOh`uwGpP1p#Bu?eGZ3afxoXhi8?cGHLZeSR*S96!zI9@iGF+1Jp ztSalekd#*G`CG2r$rIGKe9*cG47&I>IpywW8sIGQrtFUDnqCM8Mmav>H5(k^M}#e2 zDKP>K=>y+rRx;#@0I0`koN^|0ReZbKFj(#@XO_8RfsI0EYX{wifxc-MwwQ5#^yV^8 z%;p#{hLa%ZC&LE$Qkx4zsQ!GbV&0B!iZ;80*(yihFOF-_IZ*O%vA#vn+#O_=uX?udR<>!B!H&#S|2V)vz_SF z^QinWzVTjGDAbHT+|)Mhr&r*FNNl1sM*K$nrOJLl%wTK1(<}4nks$@VtO=JJRNzs% zDhPymDD4u)JY1q#9&Dr+P$!K^PT-D+P9#Smof>4&jcIV!uuHZlATK~R4|_(hF~J%QyRSHtduk@ zlzM&wBo<`@8+OQ>D|rwV({)K)TKKx7xbPLbqVx*tXkg}pK~S#w`Gb=fJBB0W66wqL zgS9m6iqNXToEZ${aQCs}uXIhtvFYeBwg*TOT9vdyG^5Qm*zwVBk za5;Ab%+2t#vhC5H8$G2>~SWe{1bu&Lx{`VQ-1JV6o;RB zICP5IHt$kV6HraPppSigx-IgQ7wtSg?TZHA0Z*)zl5Ntq_x)M*@6N^!-)6pffUILu zU;!^Rae%*z##f^%y)rrL3N?Ht!Zysm9gro(gNn9d>%02SnZgB?D%uTr(yY5NQn2AL zx8L=+i+j*`O>_2=teGI~XHe+`TuLn~Ztz5y={@{ZG~N{^Eur)E^J_(|1qj&K@1&rt zU;Yy0f~JT1l$!O1;>`|NxSbgwpN*@++eKDMPt&lr ze!5T{5hpRBpoS#~s?UT-)CcrXdYE@zms9&MChR-5ipv^!m@36@f6xG!raD+YnCk7| zgTOamQoJYI=e8SQD74&P619_`{`;L1&fD8nXL?^~ZP)Iwn2-L4@aI-~t72`@WuIyu zr`mBj_M`8a%?s%ZwCG?Yll-Ab^dy?XUt^0?dD<81DI?C%lnqBEzi69fp zY=X85_G_C&Q-&SN-?542yow*`5sL#Aq!y?fu3!F^P&58^xQ-m)#8;8DBVVoK7_+}g zC5>!fUW|QYqr*o;v1;UyXWcJr7DzNV$7j1HPY3sQ(zcirMV>oLPKdoYlo#*4Pv;Bp zvmC(U98l1;1Gb4NdK~sqNP#NNR!}iYT{O)fUGqa*J+FJI8dBq?mrtEiv4wHWdjPia zIg~Pa=VhUOQFp~^q*c3{=gW`cCl^6bfV5(7nPf`mw^IWY)0ih6<}~96{l2KID=L`N z4qe>e_lixKOEqkhIOJ1LX`F=3I^KWG@xs%M!{DRn^gl^%3W;Cuo#;sdK&m8Q7*{EM zs&6^fdghnPz2zH%N-rN9fVNtM9#dz8{OqXuEILlq@AR}OK3}@`2kO)Y0Gl)D*%q^^ zV%cKLKusoZr<@A7VpL3TynU_PtB;-4IEdify)%PWyUCWDi1aQAOkZrAcU%>h1NN>1_N+*O1=^;?;2Dwmh+jjA#Q3OsOJ2cN z6*|)xw3BQiK;Xv-pQz^yi5pJ@vZg&|9cMJg^tM>t9Fk0l*QssJ+dSH7Aw!VJL_Ub>DkuGjd{VE!xF$)29@Iwmx4W6UK=KOPv!mVy0 z*0+sDT4dCsvIH(z+x>aPG$=IZBudJ;Ph5Qa$kxFe#0(6RAU)J~)VRZ|Gk>wmr;dGa z#ai4@lkFj;etavcj$GhDua3l(|788ZO-R^Ro})hkLcWqT95X>Nz6ZaD6Sw(y>^_#N zabdhxUVMrNC0+NN0cR+73Gk$Onzv!YuWJl_+vkBzRUglK+t;?0I7TkxgMU!55) zI_aYOMKJV_atGlJ(ueeRQutMDxjS)x`9Z-LzgL_6Mhz0swXES;9wOM0qeydSX@DPp zKZlKKbXf5fAw=<=TY0TlmM$OWIh@zM!vR48ufRSOVx}G(p8DQ%PA!iN80D! zf1rO6BV;Rx`O`-TvhLnRh#k`Ad+j;EH5~1Osy~7Zx z!0Aie-;r1oE^UIi8ohOEB6eW8^JeQ}<(k$qQK+TGeL9$NCYn9cNwB}UDkgm#1V6Q0 zy%%Ad@5kPUpD?^UCLLRS+X$sGXvXjug-A__^hl)TpC`INvBV7x# zJ;q&uL^;W{8zjSg{E;-IHWN9gdiRKl@3YFR19-hd+STd`3Vjv(?(**eGW~VL#3g)v zX}3$$BVPrEAc!!Sh{_^T#zBmfJ5;ksAoT=!^q$R&-jwPtnxRY#nWx5z_3wpU19SR< z1rI6fIRX#RQy1f$M0^VgcQ}GV`Qn?9F?;I};cPQGYsD_TMbq~V8?a-CjQo+lg&E%% z#Q&L1_wO&%gBjVCy0+SVWlSvbc1FmIHc0P6Ejr{8f;qM8QpJ^5k<(*cXtSlMez%xYy<2rIvctqp$2xSYVCIwqb?ULt5H)dF{uFa8lpTbQ#MEgux< z2c--pGqdq#Ee!bDE7qr8_y^3(vg=313|oq0qT9{KW?!xnbIe-=a%-X9<#HM{xU|eZ zSu5_Gr`+dZW--3)=nvBfeh>vJGyx~}{F=Tov9hLVTbxccAM1>^kcACY3^*(KJiw+s z;V^i&mMX6^Efvx@!>Bd5kxO3ZmRRM%7>JDU6p!xnMcH|=_eE`sCYpF10B|wl=#t(3 zY@Ch{qpr6Wwp>Y4jliam3Kk;L1CL3b_4HK)s^LUcuWB&;7vz|TiqCHm6Nk{Mo#mAu ztisc++N# zrdk;0-A{S;0BQvkS3<|jJcZvJdWYRlQWc~Hib5zC7w)!E%(*Q?Q!l^mQJ^JpKe+{~}v7I-O*z{hygp_l|c zTg&W!@Fnr`<0oNDec+mP**8s`AIvu1W1|IInO*;MKZWa#%AgRQ5fXj`)@YMjSHJ;qA$nJUlM(|;;(k*|u1zuGYkL8G z<*$YtCKh_EpFqCcpG};vq0pYm`1!XkKI^v7%2b8H?>cQG&zI8E#rZG8esf+HBNiM= z6O!F5umfQ@%46ABrfjXl+qRj=_O1!BK;Hd70`1#j0(j_k@vEE?`Kg%gM_r+D3jA?X zFZ)uPr}UYAe}bUTGid}zCkt1kB0*piA0$f=$lL~v}`Ysb^DZJ%a7p#fYdi#THFM;YHt?JB7hc{C!hLT2b$K)U1&Za`hLQ~nfm?1F> zIL}WZGcFXG0nZ>GKp_QNH&AFFNnCc;ZNTIK&+^p!z5N;v{Vv!VxR{IlDHF?h(o#fo zC@Z6AQQifUGB?dFYV8+npe{*stvIwn?JUV^84P1;g7WnZ-cBte&EKu?95+x8Y?Ae} z=-yU_JI4OFe_$)b-xUSi7yjt4ce-rWC&+7FY^t?C_wC7wdm<&dR4>jIdPWnL+dp+l z?K!A`$~UTx8&hjkDRtcfcClRyBnjHFfm(k?pRs;NKYt1R#Va}=N8Qj4b84urN)C$TS4Hy_FFzapAK>Cnad+Q3S=&- zI6IzJQjqyoh>tbdew4qAbn{I=R7>Bd*LrgA_h6I??aUtLzH2M>t5alFgy^~+15~FN zWC2`>ixI9AW2SQctDfWn$k$06WmdG{nemA*hIb%-5)T4edVw* zw|L1(MU3pJYYMd5mj2`=-I+u;sM@9c=Pud8Ll5ZQyS~ByN6*g6{=xZ)s~R0e`=X*= z{wXFx)t^fFgw*p@*uNkO#Rl4LTpEhc{)&3P<{k?SyZNfQ4lt8uM2xW zHnscPs3MUyWo=1F-N>6Trnof7Fev@K;V@2+)}hy*k+SK$T0geM8W1Nl`h&9`c;V}) zgmA6EQKW^|B1{8U{sKvAhnUmAm4x`BAmKM~baUwa4hBJemtGOqH&EK@{>UVVKQp`k z*f)D+4)MDyl|z>sakCncN3g-e2u1mh1nB>U6Z zXXmt0gis_jdL$0k0`^j6_){|$lD&HFTsoyGH)1pc|CuttMo~u=qhP3wpn%f#^EF z(CYu7jGB^=#Lz#m_aDj#6v!I<3nkYB)mU>pP_fyY|CusEm=&DIcMknoZT!Zi|BLZu*Dy_et?3efEhs_C0YF2IX*0%piB;j%=<$usc)U{>s<4sl^y~IE0 zySmNpMUd!4vmIRj4@I2+%?JG#yXZ7 z;76LUQx&M6T`&VRvoqf13{trx9|Pk0y0))_Q&4iWu!w!aj+v2VdMLqfW1n6P@OyB0i}c#iwDJDMFAEC{07bmGb^kA_j{grM zQhIc`&`H8u8=;C_n*Sd~pMt+Otw%JFKAV(tBCVJH(zDJ3*ZlnCFajyn0llA2*S|^j zZ<1{l6CvykeQoSI-XwuQroiUk!e=+@f7N_``QNFuVw~xNmrBy00Pf<-+|+jyN1_3l zMjx!7_vc!_U65%t90t5G6T^&dstx;IR2w%Ce@_DrZhP)!gL{S42-GnDWoi)L%wq1$hy)LV1juO>;IJt9} zpvLs~@LFph(jfyWdU_yn^r7hK=?5pC#>akD3u^ZBV_iQSmH7{@u|O=__(_HOTK)OI zt11smdl7u;8+2w8e1H&-%V!Uy=*r(QH_)ENleA<8l)nZ+Sd3aHPeKz%^ASX&6u`X6 zm6_;ZmDN-HTOaqV)1g-rj(VOl+UiiZ9ng1VY>9YUxkk$QF`oR*%O9V5QreokUWB&{ zO1XGNnUoPr@KrD2<6#~RB2pb>u5Se4G+K9E>>H?G5DDH}I>(l|QCT1r>?~SRj$pOR zl^_3{Xd793DhbL`W|9iGFB~Yhrc3k!4~2yJ?OD?gW$T-#M1sf(`!56LjZ&OG|5COh zwB7>5759mZSNN{ox1mYqmz@6A&kO2au-WgLS2M+L9jZ5=_0N^&*xY-+(u^}hAoAsJ zIc0yOJ?+AQdVHqC>_*YB>r~dN_Pth4mf70^>%p;2TG#Ax0G^21Hz}GVSrUXF*B+eaZPd_F7?-v$P zm_hH^8odQtq_=wsfc;8@K}UocI3=~BWx?wtj2Y5O{T-1-fhxbzP8+lTp>(+p)XE5N`-PZ9rz%sU>Y!TVGn?;S>G+T<@j z`w9Lot3qviw?Jt4ZA-M!A|GHDwP!x0FcgGX9*`fucb%XF1}l0y_F6TqV)s2v|@ zG82>{XGDkim>+QuT)GFNuK;4Rx2LG%S9tZe2PtZ34@pNFwh8)JmK#^pmOgDL`& z=tASzemcWmHb}skJ$?g-5iwVgvSk4VEdd9_QnMTlcjyuH#xr7gk~o!1H`B}@zvT{S z(0q=GF2R1*?mmCAo>ESTuvhuOFZ!k9LTMB4Z^>H2AHsrtr54;QcweaJ|4*>~zA$UsPRMlm*UIQ34F$%^&|;uiMT5bcwF zFJSR{lx%Nqb0O4Rl_YyC6pe}x&uo5WpSY73J1pN3DO@O-}~6NvO! zO4U8oqq!`~wQ@&Z54q*;pr!Ttw(Zy8lp*T0Rfy=iF> zkVYj0>25HH4G6mF1`&`hDXGnE($Wn|cS_e*=@ccUrMtV%#QXl=&vQPVG0r*fhj)zk zgTw81ues)&Ypyweas94qH~eTSrfsMyXXbqZ1QPC?uxf{1D#bF4!w*TO&xe;xMw8Q7 z!aj>@kog=lIWc|?B}bLmcBu@Li%Zr@_3cwdm&5^7Mj>W_v=dpJsb2X zCH3JjJ-+BC3o~o@W6%8JcCDtN9qW5v@fV3*E`Ec$%mc(E*7Ws!ZIDY-302F0;6s?sd_bLB@08_d$W_v3_#hGM=C_hvjv1g5t%I zghgm1QRc>UCfFH-2SQ8TiK!p695mc{bO;-B)FvGoZf2oF(|x@AZO4N_G0zE93%Jdo zV}`FX#|!C6!wR6N+7(*Uu4u>|h(Bl4$JoMc<84x0B}n?F3FMtiu4T?kToreOQRw(S zqlJBcHO<@|Uwydo0$POJkF#!kX659_py;#UFK!PrM(cyV0 zDS$7&JNNSyV56B|r8|I4>z}2AJa!9rJ>iQ*ix|EE<@Zx?`uN&2;nMyBh3)v8nsBL_ zV{>GHzY>^Mv5LA~*g4pT0>I6VT?f6sVcaj|HEm^rIhu_d^r)Z%^?xFwr9j1B&T zFS*OaM7nLR|CBRcK6GB)L}=5T%k=r0;YrW6^83s#VfHEmWrz~9evx% z6mV`?i4}`%I4*mR!_iL;GLYc}3-6$_;8(+BiJhf7238XJcF*g-M30U)YSJp@{Wuq2d|_ zq)%Jxaz}fME;7A*`T53-?NEMr!zF`0gnvZi0`7ErBmwzlCE^%_f-2J=VbBOkB8KRk z6S-DJHojjrgGa50JkiK!b2Ke`r z^~f0iQ^}lQa=eaoxM$r*5187r=$==G%f1gu`cX=Y_nN~C{q&~4>{LYIC2GWTHdk_J z3t>x0dwrc}?5*r{hzi4Q{uWMF>+i~=>;Q!|({M9hZGoyDMXtGn;H>+hS1_(lHOJ*~ zZ_a0>ecFt^?IXfrXJ{KbM%tQ+%EERQ6(gk#`7*zS!zP)ZxR~4s%@q^4KaP4dHAva| zU*-a6fFcv%S*&t&U3-5zH85Wl6z!M)-fy%86HetB*#0pxUF&;RuF?c3DAUN}HwH1p z$YcE?!lY(ed)b{!qOcp6WMX0fmq2qjHY0IUAM-w*1bu#tEnVi$fub%q zU^4COW+oY_3H+_T0utwDsh7r?+)efcXRmLm5=RY!qr+0JZRUsHhPkU6;ofu==W`L& zM`w|~@na6;fWmuC_YuUO(wO{z&yIWB2l<4uOz!u3Zx2+;T2c^1Cf3=bRY zXi{VuaDs1r82R+_{%@g6b}f68z~cOn0!oUtlO<^%JrIef%C5W6m)mA{g>M~?Ec&Gm z%&P@OH|4(f(-j6_sx;pm`g4`MEeM^i*9d)zab3G6O((n~aBPQD*RVR!ro}p(1(g5pPLn@hs-F$Wxq^(tu%a&w_DbJf(u` zEG)h@6*<#EXUCqbDLX)7sM!|o|3#Dh(+^hYRDRX??6LXDIzd>nOrvgd6Bj6RiT1eJ zk7ctve_kr&Z87qJFW|ON&EP}f(dXkJgr-9Y@R-#?+u>7D3aRUy6$~j#bh%hbG5vRv zXeM}9BLDQPC5%C<@6Z_xfvq{T+zT1INk&VM5kL`iR0T2@d2M)@7g4oWLs;lIhg(_* zCNwFYNs(1o1iqBXzu%e4Vs!JMh~241uGAgT=*_wXL2Oxc6_2dfMQdT{JI~)PSl$;5 z=y7_>fJ!!t?d@CS!*{7q{bly{GyOzOWT85zRMG>REAgPsk?z2C{TMIxX3drEi*9Xl z9{si&gU9Jk*3*?Eb9n2koid`Vkxrs`C_mnOm9aX11e(=$LxJMC6rSFRrEX>Lqnsm3 za>88k5@Cr4MxcV*kil@*vj0$&r{#z7yto%E&u3mn_GRlNmy$tI?x36{**8chpjfA$ zLvfd?bBo`;)Kj1Bx>G^znxK(F2Di+6A(u&?UN6v3?UDz1^L36s3k(jA+^qa;I-k^? zII?wlp>kKwiLG9Y)#hl z^jvK&kw;eW`ugP-R*88hyF%UNVV)pUEnJ=5ju6URmqrJ5uN&`qG_ub*nj!E(a5aoX;|;6>0~Oi z{jAn2?tT$R&#}ihK@7)TrVJ|#susg=o@^kM(r4kCV0ZzOo}MkU-*=*fN%Y@-5N;4! zzRM~0d2neF846%Ik;eS3u_`AhKoy9MwhGP6s<%tFOwaw!Q^r$eH@mNV8yRbSTNpWJ z2{asISG+u94XUyt1}BbQPMRND&=U)47H%#~B&?7=!g_M|f^9P*-$nNA?-C*mRE?x| zxbOgpOj#(DQ$~vnU(KSfzqZ#tFpXgA=h-Zq+LIml0dQjVIBd3l4B*#+B+nb^Wg0fFbv;z9;oVViOo+v`^Qj`9=^YW5ZMTEqYi<)HPZ$ zbG6&%8BtCTbh1!C63g%RJhVRiD@9`T_5-y-!ECs^W)7A)-0{k2A%#|--iCy?UuWNQ zeU2fsFITE^&nM1{;svczyw*icD`oTK{1}Ggz2DA}$Hebo#=S7KHb%H`4S z@(_L(uwFl7Cd*e?k9R%|_S`cOs?AXKG*|YfD|u3oTy|E=nYz2NpKu(bJ)^BUe>o5q zs+X=?s_XBWP*}h4Wb6;bX`;)W04*3sMlj3!kyt@K3?o+Sa=^G~Ft=3x?b#+3;cP?6 zNBmT-xI~5Ah2~*a?=O3*jM+c-wMGgDV`rBB8WOHV?*6hM5UNmP9D)N{T~aFs9@luubg@{5 zfl_ipmDM>Xj``{mK=tC=PK>XopDPa;WMbO~zoDTHX_OIIB1F^lU;Z?57pmgj5xb@J zzOs(CTwO)rmnVgI`Zf{uvB4wr;79GfKBJS7VnCC#L0R{=q;L4{#=!HG$xy>D)MA@N zzZ;wV)G=mt@T%WE=p^YccD8v$C)QVL_-Ji0Lv^eD2UY25aq=j?XZQE9aJJFh_cpXf zd!|cO9nIzmQK>uL#adNw%fftFmz8&yjVSyUZ?9?YxfZn_r5P>Lf0dHEz~@<@3;U*$ z8%=bJBUJ*Q#z)6a7$^YU|1SlguA7f!kYi4h^E4R}!&J?&*uIFdd*4f09% zvQ~>WzqHs=1!GAaZ1=^cEWO6d)3?z^TSl;DZ)Dh?XbGh>Q>m=%IsN+hFiaST$ze-& zs3BvDXXi#vky4HPO>nd1>r;AIM$did_MyJU{cC3%-r&nX$}#=|3v!O=C$ICS-bGVC zete9lk{kYuA#V7agE38Fz?1yd<({%VIP1dxmb}1{C{>KQud1VAo0VCMv>HN#gqeRuP&NYkuJH$97xb;z% z%kn^L2jBlL-s?1(GCi8B$SI{y167Ok;WFd(QBkdnS+ccbVa)sTt&MdzDGT>xY=*jZ zXO4mN4-YwU`yWiJF)6+E`;~^97^lu|{)_LwS!WGhJ~7DK_xd%1tzp#Nj-4xMSO<!O`?+W@luX(@( z_aEaY@9?>H#&8^ulm1J~_<+lo(rcIpU|{Qd1(5p!Vpu3XNqg73#67R}dG!6ch}%bf z3u*q@89hX+R`=mD>}DYvUzN+`iG?*Yhp%y7W-Y#dxUlVSmjieG#8dKqROrmp(4Wv{ zGGwt~z~;Ss@{Jkx$9S)E4kw){YV8xk;}si?OpZmQZVXle!V|VKrbWXYOq0u`;aQ}u zgQK9$#2~fDk$m*`v*(MlFQa_AR$)=khkmVmzby=(rZf6{CHW)8bnd~rU~pF;)otVfZ@7~6>ORkGF(qvOk0ZVts_?E$2N(< zd^>OGru4{gT#e`BlLJaMubfY~Nh~>GVoHF~w4$K2#%q$n^-I#`+fORmEkWyKD7&#-8n1O+B|LG}Wru zIUs=QVmTO8(j$9*ZVzAdRfE?$TtS9yn_Z8Mul;S5 zrH0|f7b?$~GoP#zyWm-~kN$?>^qsJ2B&;y7<%mak?!A3MLP6o2$>@jKu%~6}W1^Hr zhBB*W?~5olUy+XpEVvRN@;}01;VjqcHLm52xo>L>)P8;fwI8iX1}u}}KtUrL&tHKX zwm{HKx^K*bt0vdrgLaMDv2uvqirqzmcFp3MFj5o$OwEXW?TwHK<4l3%LLp9EvpIFp z!(I2y6!QrS5jQxE&C3%I2ePSeQ}?rakXHQCDI=U9YuWncFGV;jnvBKQQ@POWVnE zh5u1fO3mazj|e|8yN$!g2B7rQJV0}iK?$Mq#Yn`bm)i3) zZE;UJS1}FJIJ|H&!6hK2fOuLQlq!S?x^hmy7$GfFi!EM=EygMF9S|@|DHWnS{DdWJ z1cvN8E&4G)&{-qTDhBdxe;{-tH=eG!S%U?hy;J!vE^o4CJh`ly@T?Jg_PQwd{`fxC zvy!kaAHYv!+6K(ung*>ga&9sBM~=nNB^RB>&wesQ@C1Gj>;`{jWQ<3=gBNaI5`eG0 zzJuQ+n5dwP1#e^3+boHhUo7+f-L$|0zZqskgB%~m#bo`?<=O!@Ra2Q^gG;derCZEjbbfyd3He(Ede z|3REoBZwyL_Q#tKP6uMMkx921K3Vn*UC`90-a=}}dUh8$*F?*kq>d zT4t!nfFc;e9FQPP)QHctv`4=v+{T}IM>ct@nm2t}MwF@6ze%an`Ir^z>nk_NjJgH$ z&{vOXqdE#Qx_)+p{`Ke#4N z{L%M=Nnw8fb*_oHr^xNDwB|3@K>ytkFFt2Ayarc$xFAjoqVI2$qw1O)zyBbXHf%c@ zp;2;`u}us<5ZGwljGwwEFdO+iqx08L>Z-VHOha$XpHK+GTmXjah^;Ozx|6-jMGVm# zQMgFFAF!maOw8Anav;UcWyI_Qy?cjXSufY}&Qyeq7$h2h9Lj`MeNhrgEW<+={F1IM zE!72sWP!p$^fD*->H0Awyu~eHvCm2}KXH7xQUdDYdS}x%@yhR4+1l21!lH$)%dx`i z6kh`S8@~Sp5evYx!4iba8T`oS=jas`vG1Dlx^`}t1Kr(A`;G(eL;_;L5@C_5ac`^h zU983V?dM)vc7rRXx#Ou}$8M}%vH)2#Nz-8sCjqIA{#Ql-bTfZVtK#JLm3|N{min<+ z*E8=+wZND6i^KoO{9G|TJl3Q-0A$FGWD>2F93_NqP8|mmm?myQ#B-5uDvcnjGm(Db zH`U|uu+Bv|GImGmN4uTv8i-9P0>Gu6?scxQCxJ!&#QF)5Hmn!QlPg`E#HV%#=KtX-jZ8ZaOjJ|}!Dt}Y&+ZF%l;xa|&L=Ee1ngD1mFI|+1u6lUWDDq zXxM3fo;HbTvSW5@3=iF+#kK8-uluC!`_j`2zenqb_dLgA)KZ~>MN$ww%;OLSPlAEW z1~w6^Kx^x^_T}r3{X-F09N^M`d=*m%hBrYraaG{~C!M-_sbNgdNKD~btES}#R@g}4 z{Kb#D^&}c$TLk9#hu@nz>?`k_0yNXo#Q4INnL&6;BXPl6}m_jgv`o44W70r zK%5h=o{tT*8_Yhy#hly`{Qk)d7jvWg%r^m2$pgIf`~ALd<((2GS0znCRa5SyxGE~! zK1tGGZ3>p#bipKSFhCx&@j^k4+CHlbf^PshTjZ?hC zAL;^$Ca5b{hBTG2@CFr=6I4g3_{ddBCmYsapbS0BLOlOESj57HJ7T=!Wot=L!<@F7 zECn6#CqKHr)aIvKin+SkVOW5nGOI&5>cRDNcAt;f2ob^YoRf_NHK8oXv6(e4Pc_Zw zt3MmQ(Y7GAX|b&YG{Q(3>N|f@^t)adkJd4-HlZS6M?{;{w(Pkl*BtzW6?V9?pv2u< zB4zFaQx3YJbEFsFl+e#Y7dc|NN%<5nkbnVJ9PS?}+mEI*0jpq|$ zSj4XE^BivfDQv`o$g{o#j4-NdLOE*uV_Sk4sJMpNtDl0xJFIvow@oYg&%-u ztD9kP=1Z!k1;|d%K4eE{m_cr{Z%pc@~V6|JtOQMJ$_`JtAP^aI7rNRSZxm~~*_O8!3 z-ME1o6^Y|X!#l5h1faBhkl%IsPsB%sw=?ZZT(Ki--uth0%Z-0o?S973<03&-hJkS` zq>d~q#8JR-r2Sc7LNQT6fMdd>R-zR?G@5!@A_U#886YXQ1n~$Qlt^&q*`(=TS9-Ev zX~eis4VTujRCNRALi zCohO7umVLnw;kZkU-|Z2sdn=KDj>|}6?w_J7)DPQj(7=hgOy85XGw&FKw|4lOiLsI zI!^M05Yds;E@FilGs9ZcJ$rMX$8|AVlD>!IjMhzA3aL!Fj@BwYw8A-9Z=o(d+@t}V z^x|&BO02?FX!3n6D5a2BJ!IE3n)ibK@O1AM5=0M7s=N<9;5lkVp1OUW!f^Bh)x~^? z>iOa{Ez3a7jPOW0((Et=L)-Pc0@HBkTG!9Q&Zc&5mNi`~z`8Sv@z@D)(-;&ULbex` zm!1Q9#FC7O2Y0nkr9hb`xrN;7jTQ?{x{#;)&{_}CnGj9(%k4hz#uSf-dqo9Z%l#g9 z#usNoal`klyiKo9V)PCvBUPoDTfIj^LX4eGm1^8DGy=uc$& zZxr+!-^%aWz5HC-{R4nv=)RV7WlmW{a)ilU;Gw0*zde_>RJxvD=|{;M-ygi7>08lE zBUhpw8Db||z+H#N=NMKh9&~vt{`jW+)&|gp4Q>!P* z3fZiVZT*g^yinmbuMm#WeF=9YFR~Gnw{)(bi4qS2q0ChenFLZrjy9}5D-~-irbi17 zYd=;@V=Bo|w7bf!pQ94K9ouCQ#?kVjyM};_!ppGsX0_(46m>63Z*A7$ zq4mnScovvrHfL|V{Bwn)XXCd>F&}-0s>Co2oo|BrZUN$X#O2nS*pCcak`2(q%Xpk! zBFC(eo=K$jUrvLAxa#1mrKEMdf{Ql!;bWq)d_wf!hO5IV;=g$VeILDxF-b>PAnqfz z411AHgo@Ni)7n@_j{fLYI5Cwz6_T4dDR}u|CC|XXX6rS(Ff}hz00HArA-&e znv%O@ba@0w?`&|Q2b=%Z^~n+Sf+{P8E<2a;s*fyb$kT^@EcQz_)yT|>N(k76{_cev z7_Px|5^J5TyKJY8FF2pUU4UQ0$;aUFF`#W^_&cKId5Jl~ArzW^OVh-dUlf@- z49y*O3%)>V>Y)d1+YinH0suP@I`9cq3Wct4<=GwI)|YD=B*sX-XRD!mPx>chfeUxs zvuJ!4#9-U^xYCl>hCAGdvCXT#88@Y*A7GcSQ}@jq^aifA+S_)R#2DW)-MX3Xkw99n zl0Fl`KP{Frdusdjv75z%A^oQh_j2p|XoH_&ni0lmNd8R-lvw|~CGY+M-(RHA3rnW1 zl52_EM5%yisaseQAQ@%(U8`>ttz%f36Aj=dk{fbl$bxzr;vf|7jy>hnd&!A z8(Q$CAl@o)yy0Yla7qOrZT-R(%moGFqe;s<00v2x*r_3nWpa~;nuvWj;YOS2w9|u| z(ONOBkYtFs38~0`s7Fo+);j>ld6&n(_{o@L%xNP6%p~aH-+;=_@MM6H!DJ#oD*hMg z9TSad;ztBC5ydam_#4e>RSGy)XwxrwICg!#LsI^O9p?i8Qf?DCWY$&B_zLoP?_Mc~ z?F>PJ2Z)FFH2xzkLMUfEdnlIJ=1~qHs0u^bB9=P;3X%Yu%wZowfNt;zWgm zwD5m$q;;T{;qR{ge-!!oFSsoYfq%v=PyZ}{^-a;L1MFVy2la-pyc*H~>~|g%?;vM3 zp4}Fc#EgPiwg$F-e3dj zTIZ+#{|6EOzfnW_uZj9!F!%qb$^WNyT+oPVL#I-FZLOoMz}oen#qR{1EuvXNqfE>A zLo)|ybGo+wNcxr`#k$M~DDRYpH<9gQoFD9Hq0`O5VKzls9zLL1;EL*$if0{Gq z0GeGzgO^?NH(TM3f&Uh5u-`3*M4afMHqB>nvcKQJ+{nDX?i7Ou(1}ydzgxu6D3AdY zcr7*Z>d|s?+1#ll;S~k`p9`YWKSiF=Pl$f_Hu_4_`C^?O0KZd|>qAY~FxNVMc|ULY zrwiZ3UIMIHVtreaXsD(~>go}p-!yll$pb*iRF6)<8+O4jM~SO`{9?`I1kc1daG}`$4bHIA{rM8T6wVWdnD&e=}3*oD8 z%YG|Q_P9+JTi^q%|Fk@=o2|aDt+JVU`Esmo6ROGk%Wt;NURdfi36t#7CoJ|KUc^e| zRzI%aVhY5PGxk{@F`kc3rLblCanI9VQ6WQ_=PweaJ9wC6ity!(&6FudFM)2`GKt0B z4b_^%<8H?82$zj`vBloxnklc%nusVn3_MKuJB663h_&(GF; z_UA!}@tkw%8ExtNcSqDX0^c=1z5*cg;!#rb^VhP|^b+?YGG0b=L*qd;nD9dHjGz2d zYB5KwtI>u=0!i+t&x;ul-Q<2Ea&}xA#V&EN6a?6D?x2*J0*Oz_u zlFXCqvy#~8!P>yqEYK8klDAU)l_$MO~CoH0u;te{{fk{Ey|dd0vSI*R|Q_O&mX>oh;(+1x3Q|r}1R;&w0!-AZqpK-xf9E5*VN$mgL4**_jy%%YqWMk3DwP{AV_L4tXepv& zosIwz=xkw%<3qGqa-gKN1~OISN;VEH=A4gKn!ZemZ7O5PMt90X9=Jav4@+MMQ8z@8 zbzz{R4S(`QTxwUxm@%*|djH?<(}WbI@pc_>PUVi`5&1b_vOt1+_Up@sjIy_mhBE|> zO}uH5NJA_Xq))}_s?#arJduix;ut)FnFw6!ixPOXDSc}?Kqlj$pjAgXQ+BF;nKql( zFcZ$dXUzZ_Y3_O>%VS^J=z>4*z^#AK*FpUDg6JKytJNb0waUWc5(TRHPAt^-X7)E? zFu&MYFJBrcPa_=%b$+Zr6BsgEcSoBWAZJrM5V?M=E?5iU|JAmKV}Hi?F*&Zo_i6E# z!gti&iZkX)ui7?!cmJ6?%Y!;jU1@M_Qg+0=RAjhUN|q&*gAAdEhGQ;m4eyR9l+sm%~RUZm#y;DfMq!Z+W2GLvZQab?uyUC;Sp`RLF(Oph8Fw#;3R zE+!sW=sXLkQQ9xjOM+Ev_wOFzD@}5r@HHsJm#J6dqtrZYbtANXYqY|*e0+b+cG=I9 zY+xi*zu#Z8&b_(b*#}j}%)T^TPF+xg&R$EcTLZG*l^i*!TEBnSJ>8~<`&d`6w*|88 zmL@7?b}bQG#Bh|7*@&L!nR{-8Gc@f?{7sSYIj$d|xu;9bD5Q#E6pi%qr!3-j!MG|f z+W(-3i5j~u6_)DetJ=R?*cEdjQ4Wdr+>FT}^6g=oCX}AA;p(2#p~N`dM%3wBi%wbI zHX&uSyvI{f5=;)TD1F51f9QjAd?7&Y7kCj!3|Uf1P374x%K;e_GwKB@r zAUE*qoWgweDor2t`ubw(S#Hiy!TX&$W^j1;rm5B@qBsxzfMk02AkEAp*;+t6R{HUon(1+RbYfR8j2jV= zm*)*t+jI;cv-c}s_#hf!q(Xq~!(-%Lc*b7MSPcE-srCBVL z1aq;d;RsR}s^;D##bqgfV3`avu{_xph$#>}^SX4>ENWB(jH0H4O_(0*5lwpOtI;uZ zq)%p@L9`5m=t@=QodbMJAxra9g;zDzjR*tPJGrFZI4B8^oNIQEX8uYOj<)=Ej5C$t z5RYWraj2{+2QicZw8E=Q1~EPrFd=QqLwd=;rUlI1SC|Li zh10>%mm0YZspTZ1!6EA>24lf(BRqL?Cs*e}95W&sJhf_z4r9Ci{g~)83K#5Y!3!8# z$6bnreUt%y7G0G$Fli`>A3V)eXJn1b){or5gv08<{#>frTIESV|QD% za@D1t#~CXzGmj5tLv7UtY6CBnt9~hEzbo1!KvyHO9G+rN%b_DM9horvJ2WM#aHcta zp9d`9?}xWF&UR@P_Cvy zJd+V1D5JR|7L*GobS0+)8!z0S*f)2C(N zu2xwJ#D|p9Phcj?2EN-c6J;vp z@A~gk&ymda`W6g^{AwHZzhYlGha9asjJJP&JzRduZdmhI3rYkY9_7Bic-ioH-;J#l zbAxH?`K+txFhhBaj$2xi5n< z7dJG;ai)J<=Q8Skf+mq}ZPE1b`*tHbNGMyVWn?~4%A9BTo#rS3%6IMYz4e1~92^Y| z_u~x0I{v_#_|3(TNQb}Zowuba98QTu1oGSLnk%8tnx7AZsU{bHT(hp~BW@tv1!!m? z({y{=fbvC*i9D$fui`A&-1HOgSr_B?%5VN!YE+Z67@Qt>6Pyng`p2&a%G%pre z>+D>uH{WFE-qmtS*Va$u)|cnoYVUV9M1UXd5A)@&Qkfcs#Y7@`g)1LT*$iq>epKI)1HQWRyqWSQ0j#~UJNZ0~5 zC|>8uSo#uieQR3Ylz;Wf+cIw6FcB9pdz&pZ-376#A3^TrO}*BWb1rJV?NhprJhb4X zx%|TLYhPP9=RAeXb#zw8{8aQyp_YQ_m2OUpUw93+0V4N<1X<#R0iRHGq)(~{-O5Xm z4}e+8Bb&udQR%ZxZ=lgmCd)o{rpKdfHrM)xkC7?o?`5YCDF!FPWv6Sd>0c20f9Sp) z=gLNg8{BnvDwzVxBxSVBE0~+^>CsGA0P%vY$8xTTk%zjYs`jT2_2kZ_^1-Ym90a=M zizyMthgOVT^##a?j2A!Hrc27JTARE zMfXlN&&Fk3KBqHfS!*4Svl5>L5vUDbh?gB5C*ZBx9@w_xF8q}QgzIxQc!0FY;^@XFVj>X46Hu*&A9i_8oi>vX*!tpCm=c395M=OB71Q+~Ftq8h!DOy|j3RFV` z(OV9ui{jI?uaHuy?%IeQm#+?aj1zfeF1OFHs3)NYo{Kdp z)Y!cGX7Tn7I?Zg+JN03QxAbXx6=2nYazqsw<2F-Yq~H5%+U~xx#Z*CXb46+NZG0je z2`&V?wn;1WrAy3ZRY5YQw%03ZqrMDmUV{daTE*;=Hcw}BXcDhWHF4J_hy7&Sf}0@V z9;hn+PjtF1!fkMmthWOs7OZ^ZBOH~U1P@TB@%D#{1NTFxLo|fo+1tVNU{rb)cu+AI zmB`>;=o`x*GqK&z`WzdYPLpUOQSa(`m{uu@HY}tP0O_A^8I1=aHFAz zwEI0b{gFj~E+*hDvcSI50pd~Ln8`4h{+ctddM7GOCedLvqg9tE2q?F4`ODIdWfoN3 z_D8$qj-3J$up_$tt^c@=NyZ}gm3Qmv#XM8bkwaqvvL>(xF6CD% z-lHc>9%ps?;Y^jUcGw&5uf5>T(#_bYcT|n-#sMc!zQ;t_n~yCG?*Iy)mV)IHMdWX8 zpa(Ka9*u?a@c=2f&vg66u#ZYYdJt|C6NyK>bgs1~4KxY3k;do>NwHDM)L*eU?~-4J z@YJ#b7W6?KTi`xKzTw$z=;Ge5ds7xG-xSfP!bXzhsT2{omP)6Bs3O11&`5M)b?(nC2Y%!B!KwgYLGuVhuaof= zjyvUE_{3|7uKT@O(stHBF7o2YMFgG&$xZ{cZ?qN}6lwzUzm_h8byseW2aG8Ra5#kw zA_sDrfk|%#_m`Qo2L2SMCB85E6(#ynv!AoZ`XnrGPu7B9T{R} zx~fBLkTJL@TpE&;5<{1J^_~n}%?}@B;Cq^a#_JdQfrF|mi<6xWPP&@=Qfa^^^^X1~ z0@6gg$t28>Gid~%*Q6?sHn8d3{q1WZ zM-pN(ToucS@ju-r0HSPpE>;+_&wmTlKVT|}YI1gTW}RN4Ym@3Ivv7Rcsa>j!+71ajf({Cw*<$nm(L9;2_!baWkI099iX zGqX5!EraF$&y;I>LL)!xjQxG+i4ZGanHZESV;6x{#@bN;N{T#7wnPk@26buVR?ec#x!tO##~oT;d{dwNvgbQ- zP`9h=OESz{#?!AxyaZ$N4mI!asz%Ki+A0Iz9^=@FKi_2fRLtmqd~A(HYeuLj_U!R_ z(W{#XQt7_0&$`aZ-nk;PR-qCeOICFrOxALRBCnrUPhSRl{VL9=nrqBb+>^}^2la?f zH;%!Co3U^Izs7kAZPkH5mhH5OA~I?{!pj*O9_G@m#ND$h3DGrEc{V&gW!38QG`@P= zlyKP_9a3-9jvq?*p(vDIFo2*Fof?I;OwWRt@qcv@5D9Mc`=ez*)=;T*{lauc5{-V= zYdRL;XRHg2ygNS@D8E*b<(Niq1?3QxkwW(cvIWw&tWrC$*3_MIOy*(JZb@CVZ}fJL z#C=?v_@{jv=Z`- zg$pSaUzE>CEd5CEzQoxnl9k_Ip*pNh$HE;^Qy#ZklLA}o^j+&*upOBhenuPV8NgN@ z`_7|p0|Y$jZp` zCy{!isN!2Wvr0xb!ojs7y4N5P3myPK)nUnPY$}I2!{!G}km3I-_a=O=JBJDNH~L5fsZyh!V*=lLm-v zBBK|eLig&5jKhk(BeJIE;p)U~O<%?)3m5ENEF6tLjUhOOc45;(2I{X4w<#6G;{N^; zsnBy}pBXd)Tq04sKvqTtJGN=3@)O53`e}>ocQXI1V{mjJ1EobLc^sg^_GZI8O ze=h=!0_fU3 z>e03EIb_O0szHlOe^>QuL;qJJs1Bn4k<{3C!ZsmKoffz`zhS^k_tTU5Y{6nViomd2+dPADv9K%1n z6~mlMlQ4q95DNfBC9N(r3ME_^{HMNuQYrpdsg#hPPqpVJaSs+S8-dZ6*yl(f!8c&P zJOBtbH%e}U%|zP@1HBGRwUS@~ZL%>!CAUm?Sh;HR59y?+$v*!N%$i?Fi01t~Ut@I~ zsx7BS2N?7&+eXwJ+Fk95yqhOwB2%;67KJZpN#i=F#Ddl(JsRMD$IXG2V`)K#``O7L z+x$XA_xHmgj=Fk_t1#jKXm&r3l4zb|a`jnuA)Mh)QX)>R$2*u!!WQ<+BiYMS)YF%onAh&jjVFPYUM0GFj1bG zoZ^WDx@I-cxS_P5zb;!(sF$!X&^p*C&lfj%DD7@9IAR!EC;(jJb7%C&iM+KA_v%+~ z@exn;uFA@;+}u7$9{as z0}6ZwJ`KI}4za}FU)b$o=C(EXW8LjqJh(7AD&U!w4^{rF>9FdiKRTGG;_86o%5!fV zF1rEtO^wZ`7--)PdS48eTN|iKCubw$>69{aHDx9HSrf&GmygLUOEb16_7kIfm)&pq zqpPEbrh*c$NgRa<vD zXD!$$OG>xDiURaDPAye~+0~tK0kp2ym6sVIWfAf<_;c40eZDI)FCQYAc4TE$j;Hpl zD>!-fXF187Y`1+a9;6+q{ySeIv7=}@^u2hlR)+A8iR=V3At%2k6W(~eV%(UrGwiPZ z0TS+SMd;@bP=!XeI&nW&sVg_r#skcoan*E&w!-p;n-tWe| zh?8y*7^9SXYs{%$8K8}eY5zi$88J~Q9Tb7_I6H>R>*-w0%IdDcPV&M2+comPmk{s! z+z!!H{e$3!YKR2e#ipz~(fJp!$ghl}IH*Kz=8l!g(>dpNlt4!=hU?r1?w=X_LKZYz z_VQ+)gjm`OTL|}?r-&Gd+hdG_z^kMadTq6Do&#!vA@2m?(+N zYr8RCRZ9h5zL7gky{*!64m?}m#`&q$d zm%7Y=A;>&&hHg#<6bWTV zvJ{N}9jz^8&b{yDBn&M&Jt^k&yQWY=GV<1C%{CWS*kvvVJB&*HRLhSqme7IT%Ag0k zbl~7EXuNXiIB7|*g{6vH|3uFMkEQ_2ADLz{B&rEuEW8z5Y$({eAIS#z2e z6CN~jOD!yggu-n$&Wc6IUf7K;F{pg)J*zsdjXD#WLr9Y5d%Ug<7S;^1SJcbVcC@TK5FsX|hBPxq!D|xv*Cf?$4N= zr-^{7iORvQFZ_7(k6qqfv@l0BBa(UbKOdN=wzgYEPieKqfoX_1 zh8$xfig(r1V$a^C>Dldt2Zr0=EYa9^7arn1zU$i>WiHp3cmw2L z_@M)f&)+x^O6Je`GcUzB3+~(aJ>}p{2pio-emfF|V)=8g*-dm!piLShMkndMie6-Q z!(uIZrvo%1`4uBFB8q=l>*voE1McsNpv;1Cb3}3}NawIeN8Z4$Paaoqtm67@05zJl zDHA>=c7yaH`|LMuQiG?1b8Jj#`miOxDx@jdx4v4NT>-Hw77%ZbF{=MgX;>@>1&d)g zUUP>#=21;5Mj)+ZUhKWgOS;5yyt(V&Ky5y(O!zsZ+Fu*wWf~+22^K#P9L#f!f7R;G z)Lx`?bH)N;$_5aoe5G`e2QnzIC$8MsCU!(1=!NK)FTYC?k;|MnBUOZvAld28e!U?Oj95mjlG_T*b(5p|Bsp)DP4SHxGH8t;Arni!fg5NF5+hZIJM zu|~4onb2r7?aX84h+84B>6pAqPnli+^&9qw%7kSh)vq!&ZCz;8;IBr6)TPAYHZ?Ui zJq}!jz>t#lQeisFbg1)NHWkL0-|EliH-=X^3IDTdbC0kOV z5XL0ipoo;ElF3qJP}X8l_NB2iDlN8ZvSv#LAzLF$mL`&~A(DJ$o5(WAKE@iJ&+uH& z^2757JinZ|uDQ;+&-(eC`+mRfbKh}tf_qzs@{U&oi9*$AJ#r0^L0@_wBGa#1wzWC%AhWgoysdjrVeh@3hqv6V{*0*L?JTByoiAe? zM6Mp5N(WDp=Z%Qz<%yE#`)3b0mPnaOLmEjg-lbz2l%mk!SN*gzX9@;GmrD8nd|xh^ zolA@S9Xk}^UZz2{j@T)>cjyxc^Wjf9O@}_`}D4+Wis^j>rFR{x3`2`dH|?U z+?c+9Oo5b~#yiS~`w!IOZN)?_Dfm{sj$ivkSUr8j(fM~T;KGUWtt3tmx-l?Yd&w2Y zw^55v{nnrZVen$X!X|Z?Vf99Bc4Q<3_tPMVV$=4>4>-;t<4veFn6gYSTC`PYubp;& zgXwG^UTTnwt>k6f`Yn{p$}>F#Peyu;>*EysQF2htRqg4zXa|7=jK6WG`XWn?qNYS5 zRNVLF%rj|OpW$yTKW9YBC*AbNosj1P`qCH710GLs->DVW1Fhw1I`^GMAbLe@0bxM^ z!jcOJi{zae^CZw&^#dPAD#mz#A55{B9}7BgH|e&R;!ykE0Mi`;Yc;UK`fEO)NDvlnIeCC%S(7gHN?$?bqr73V!2kdFT?i*846?nqDu4CW=6#$j?e+>+K zoetZESHA^BoeX^xYCE0b@Ih&AH?HV02XY zxyUzo6-9#4-C=c4W$Wr<&0BqZQ?7rQJ*=|N=eQ)=*aoum?LxkyvZ0{3$)7H=tZSGJ zl=f0NAAQwQRd>i}XKY=7EP_?3cf@}$+E2gwAQJ2DvR4@LECtQ2B9+4Z@Y++?M{&#g zt6a!Dm0r*#Yhysyx366$ov|21g<0(I4=QFc*wi77D{3aPQnvAO#*#3;bzU5XHd$=j z*nkdS=`!nMX+mfWLV9;*XM|iO5-R-6a{?C-Z3VBXB&&(rASX#35SR?wmwNg;!Tn5( z5{wUcCRa$|gZ{+t;s$LhOxC%V_%LpCu{D+_#P=<=#9rqQD~noe=A~bZU3azq%8O=< z_6YQI`t#)m`DlVU<8~3cV9VV9?@ynNPpU`6|Jq11vkNLOyqPks z{I`t) zC80@Cq=>^H#Ezw)t$ zqzS5P<=t4Lfl67zR>qXu=+LOL9|D3T0l-{N6W^$Us;lq5PlG-YbAd731Iu-W0d;eh z9}1dG&dyT6Yc=E%7xY9r_}S%07L&bYi0r<|wq3Hc{*j0Ey#U=v$Jf;uiFx8Efq|S+X|U@loUa^&6!(V%+5U%AC zd9L#c$SBx+oMO|J68pVgzQ6C*ifWpN($_AKxUj}24ArNX={^Vy@mG_ssvL1ATc6g* z^C8|7M_+Q|1)rGyQNt8of|KR08Hjm$vM^$|Jt5iZCrqxAI0}ddH+D}rS=Fbb;PgCa zy4(~3)I9S#*`!DoV4B}23f0eYk^-jsu~iBJp-}M2MwzN~Ejyu*Bm2=NyFN?NmZy?m z8LdGjYPCojQkiNvgwqQ+P!61|U)^`W zEPxL~WM};T6}M@a^gQl;Le6-1sXD0Xu$gfVOuc&ie*7E;j*M~j2^O*_AOU(_4}#9@ z1i@|}j`CXk#h&FtKH#-gVteez- z5Am9fCJ;YoMcWM7E)U0y*cR&t^fYufgBr#8{dvt5UoT6v6A58DW$NFqo(yr^>q;RB$mO%7Kdb-FVu0aDhGA&;6EOw#55y#NUOe) zQDHEgo=v0E5ni-Og%u$<>yLWAFVGAQj)8~d;|s2CnH}36s~Du8ZoCmc6syO5U%?@$ z`WmpDvIr9+tEVRU!N!GkEO8yCw1sbWEh zo%$g4%}!h_l9~~{;I=4jsRHQ8=alA{N3ms5AaL2plZ9M=Hm>n%(r`96)jjCq72e$T z1Ujs9BJuv?wghqXWL;*fQC(k~bWonVD^#i6Nx-ImeHyYYIHP!81jq~0ys$KQG#Au8 zoa~TH>-z|Jr3gj@T1vHl-tGCa0jLBpOH{V!v!CkL3DKNTyTOdR%(GN-B$kOs3LUVsR7-gRYbSCfOUO6icjTn27r+5~!O7v>-^HeyrTlG`tbT7mx`r9VNQ$;1O<;KJ#J$TPud} za1|9Vrme|Cj)7Q}w)u(+gSc-NWI4?|D+?nqbs2$mx`i=E zWi)bS*F_Ry;~2O*j-qWh56|w8PyfPmC@%c$&govvs!~jDEZ&$G4;$fkZL+%rpy-c? z&Z_9<3)q7`FqfVPa5p!*)S;TET6RWKxMDC4C&~4O+L2l0=4LewpMdx(nLq1&!BH6H zg-wuzCJ2pnm0LA_6DS9tzMU5d1 z&HcGvf|uv1d#V=;4SuP#IV!ASXRL*p=;!bIE!PnnzH8!^=YFb2kIme3&^a7LuS?gIp?q2kN z2uccDRbK@A&%d4ytK=&Ld4tm^J;L`W4Hi^_6Od&j^W;xBjn}5?D3?Ub95&n0{PV1F zaI%yU+n^a00FWIK7S~fHi4D_*d6wP-#fk)`+K%9K1P!+#!lX7>9XJaHv;*uI0?~#c z|AchXW#MSGc)e*3?-Uy_&}CvK4-=tuKvvBr+w0sxR?p=R@J{I9GP~TL0tZ%(u_%al zYYr>eIJfN22D5==L385ZXPG#ixZT@(dF!MePAvIQb#GvpuiH9@{_#rUmLi2INWj!_}?2$-u2f88$jp_M(2xk?C$;py~B~B literal 0 HcmV?d00001