From 1754d44ef974cd572bc7bfdbe692a73b67e8b828 Mon Sep 17 00:00:00 2001 From: Scott Henderson <3924836+scottyhq@users.noreply.github.com> Date: Mon, 11 Aug 2025 12:54:39 -0700 Subject: [PATCH 1/8] copy over indexing post draft --- .../flexible-indexing/da-pandas-repr.html | 447 ++++++++++++++++ .../flexible-indexing/da-rasterix-repr.html | 457 ++++++++++++++++ .../flexible-indexing/ds-range-repr.html | 451 ++++++++++++++++ public/posts/flexible-indexing/xvec-repr.html | 498 ++++++++++++++++++ public/posts/flexible-indexing/xvecfig.png | Bin 0 -> 74263 bytes src/posts/flexible-indexing/index.md | 188 +++++++ 6 files changed, 2041 insertions(+) create mode 100644 public/posts/flexible-indexing/da-pandas-repr.html create mode 100644 public/posts/flexible-indexing/da-rasterix-repr.html create mode 100644 public/posts/flexible-indexing/ds-range-repr.html create mode 100644 public/posts/flexible-indexing/xvec-repr.html create mode 100644 public/posts/flexible-indexing/xvecfig.png create mode 100644 src/posts/flexible-indexing/index.md diff --git a/public/posts/flexible-indexing/da-pandas-repr.html b/public/posts/flexible-indexing/da-pandas-repr.html new file mode 100644 index 00000000..9710958f --- /dev/null +++ b/public/posts/flexible-indexing/da-pandas-repr.html @@ -0,0 +1,447 @@ +
+ + + + + + + + + + + + + + +
<xarray.DataArray (x: 6)> Size: 48B
+array([10, 20, 30, 40, 50, 60])
+Coordinates:
+  * x        (x) int64 48B 1 2 4 8 16 32
\ No newline at end of file diff --git a/public/posts/flexible-indexing/da-rasterix-repr.html b/public/posts/flexible-indexing/da-rasterix-repr.html new file mode 100644 index 00000000..232306f6 --- /dev/null +++ b/public/posts/flexible-indexing/da-rasterix-repr.html @@ -0,0 +1,457 @@ +
+ + + + + + + + + + + + + + +
<xarray.DataArray 'band_data' (y: 626401, x: 1296001)> Size: 3TB
+[811816322401 values with dtype=float32]
+Coordinates:
+    band         int64 8B 1
+    spatial_ref  int64 8B ...
+  * x            (x) float64 10MB -180.0 -180.0 -180.0 ... 180.0 180.0 180.0
+  * y            (y) float64 5MB 84.0 84.0 84.0 84.0 ... -90.0 -90.0 -90.0 -90.0
+Indexes:
+  ┌ x        RasterIndex (crs=None)
+  └ y
+Attributes:
+    AREA_OR_POINT:  Point
\ No newline at end of file diff --git a/public/posts/flexible-indexing/ds-range-repr.html b/public/posts/flexible-indexing/ds-range-repr.html new file mode 100644 index 00000000..aec8e205 --- /dev/null +++ b/public/posts/flexible-indexing/ds-range-repr.html @@ -0,0 +1,451 @@ +
+ + + + + + + + + + + + + + +
<xarray.Dataset> Size: 8MB
+Dimensions:  (x: 1000000)
+Coordinates:
+  * x        (x) float64 8MB 0.0 0.1 0.2 0.3 0.4 ... 1e+05 1e+05 1e+05 1e+05
+Data variables:
+    *empty*
+Indexes:
+    x        RangeIndex (start=0, stop=1e+05, step=0.1)
\ No newline at end of file diff --git a/public/posts/flexible-indexing/xvec-repr.html b/public/posts/flexible-indexing/xvec-repr.html new file mode 100644 index 00000000..355b5d73 --- /dev/null +++ b/public/posts/flexible-indexing/xvec-repr.html @@ -0,0 +1,498 @@ +
+ + + + + + + + + + + + + + +
<xarray.Dataset> Size: 173kB
+Dimensions:       (county: 3085, year: 4)
+Coordinates:
+  * county        (county) geometry 25kB POLYGON ((-95.34258270263672 48.5467...
+  * year          (year) int64 32B 1960 1970 1980 1990
+Data variables:
+    population    (county, year) int32 49kB 4304 3987 3764 ... 43766 55800 65077
+    unemployment  (county, year) float64 99kB 7.9 9.0 5.903 ... 7.018 5.489
+Indexes:
+    county   GeometryIndex (crs=EPSG:4326)
\ No newline at end of file diff --git a/public/posts/flexible-indexing/xvecfig.png b/public/posts/flexible-indexing/xvecfig.png new file mode 100644 index 0000000000000000000000000000000000000000..31cdb83aa60460581af78b14e29275e2a4b5b32d GIT binary patch literal 74263 zcmc$`bx>Wwvo%V9Ai>?;CAd4mJwR{^?tXAfLU4CKI0SdM;1Jwhf*&-v!`poKcklhG z-uwSe)f5G6_DJ`1uUWkgVV{*{P(BcTfP#WTk&~5FgMxydfP#7lLVyE)vYIlR349R% zNoj-B9W6i}#xCYiO2!~3J4cY6wF$Yqxr?i{qXQ=kI~xlpGr1KAqU)dmWN3$eE_Ny0%u= zS&oFn9HHQx0v&|=@#7>e6U)b4nYb;z^5zlf5ym52506{3tCyElPmB08Gn0(Re*`=& z7wf#78(wEE`@(1ZKj_0LG5@!jQf8c@%KlFq#iicX`Sjnd=hOdx-)-@k4Mvk>dhMmb z!og7@KxYTMw9MIu<_&R92uax4G2h(W{QUXz-=b;EQfFNqLO;ku?0=?x19Erga9kIv zY}q3m7kzzlZg5_)Z>ljL!3BHm5vZxDS=rkc=H_+}2xl1}C1Ye<1N)&#DhkOu%oJRdrHwaKu-2y`+bRBJ}k3 zw!AzXS=-p8?}1fV*Kx0+X?<%lSK?`pw<~RLU4>O`v<}#yx7J6z{qJvYXr8Q{-Er)R zO#>k-D=QQ-9E?pv`d9|%JX*h?$VWfBa#T9eB#6B~u~V$m`vpsCJjXFc=K}8650# zznfAA>>}9jMhBN!TTDU%Mz6_%hK43+Mp+Ogu={sBje?WA`(DdFxc4iY)5yoB&BMb# z$shHK?yE9H{?~T_Us`FjFE{G)@4G3hYz=Q(_eQGF9HEL4>e(C1C@C-R8ySh%9Z9*I zlt7D%kB1i1(7*|}>m^&PHAhlbR<>KN53|hn!&On4D0y+UK>lAFQBW9DsFe!*xAPz( zBE{h%%l~Khi1)9qu5zZV?A9yQN+b)_mfF|SB6qx!@so%g+v9%yqK6g#dbZvnal_5U z<@7fQ?}k;#^LEW6x>0SqRk?8yY4ue)cWr2GNc0P=!Wj6Hnm zOPn`nQ&U%0C#MG(cyn5Tb@yU~m8|BhamAsxyZig$q0NU6ANbDuuym@wz6%Qr1CFVV zWmbO>p5f4nV^@?u%bAKJ%$t4C@$qHftk`Jx_XiS7PIWap8X8*0m7a;6#Sdkcwqp*U z*S?sZwO=Y99vwXfq<}b{M`5#wg*;>7Nj<+A1w1F+-FcpNz4}*ny?DEyt|H0`q#*)N zJl$=_2t8lT*sU~1{r)Y+()Hv*>ibWeG~mhktHY6G{?upn;^M2%e3dMXml=%>L8)F;n#gZXm zwKK0gFk|!XFhoW`K<|2e@lnO5$H2rnrm#q8|uvra{w<>PvI zic&{d+9D@JU)uv1OX}+r%gdRS1y8t^S5}tlt+6~-o#9bXP@Ya41GZOPCr+|aA(y|o zxVfD#hUr{)leAE+9|2Fa+#k;>C@zj^KCLupbMo-ueI#Vv$}#(xM<1V-hWPtC418#4 z=-2ImC{G`sI{)W~7r*=a`{tGw40QC#fYWxb%ZFQqQIafVi=+99gKKYP0SL9&bQsMj zPFAMx#W2Xt&G~qdyLP=TZVKN}HN;svICdcSfr%N zE-oA!{*ND_$bA33+s|}GWlRcp?7R=2o&7Q{e5=3X0)%!~RDXZ}b`fQJ3y zJ#hHQtgWpDwr&eo-On%KSle*}n0orw-FIGxt|BDv-lN z=$zWx_}AyNfK~s;lP?+?&ZjN=E;mb-`ExcvT>CvY=O(LHSy?IZlH4*5nD6Vl->m^l z=iSx|M@_u)fJNm&-_lYV5YM8dB5?n1ZvKWR^Zl)^BK%%fpyp>wUc%d$x9dJJ?d?JW z0s@}Ei{Bj_9>#;FBi>EzRkehg38}!O82R(RtrhC5guAT1I|J1qIZrtE>NRZ)LEh2#JUuS5QzJD5Ly z{D5+Da{3Bn9U%B27OD*c*+pJYkI2i*i%(E+W`3ThprWynCo?Onxc-$ht0gBv#M|5Z z4%m^9K2ZgMnn>U$Z$nOqJVy5Pd;)&gyd5pbw;joeE~Pph7Bu=k%WkzfPVlTfK`Da= zgNSG(9Ea&MJ@(!Gy_^7~pAGSKOp1Eji|{RRzD423+q2@z%4jSVA&hT1IpoTs&sP*G zds$go`reSj#Kc6W{Vb1*jn|iy8J+L(xDF8sNh0^N)8!a%LR_4iKjg46~=)PeNATkbfFX+Sk_S(-HtT7$DJ0B#QI=X&(+;|drDIKyjWwp6-Ec9_xAJ*?d$JyxyD`5F(k1Q@8o^T+)<>lw+;{!3j^J-c_VmWI> z05a03nu$fu^963{SR)gQjjqlfA&*bS?{sDqEbP<#bTPuf%$#{zDLeX=I!jjjM*$Y1 zLM({G!`jxicWf+bD-%lJE_J`9V@*ubmm7%KRJdlO6S7ijMehKd0-WTDh6O{xHG{a+ zZdrl2YFIfs%w%$iBy_dcuYP@$l~@ySaq7T;w7!7>10&-W8h~9u9x^7uln}`t%>RrR zCQ|S|uu=R%NQK?d&=AOJDjvMl7JTu_)Xd`3VLxer_a5|4KGvH1xMB=@CjSSUrNSIw zOs%lZ_9WYn(f%)>GC|G3i(=JlDk)z+DHFinED;}%?*j@GQ&aop8_EAQGh!Hll#h?#Td*36qk4L|?ShYNnUqqM z%>7&qT(Fdd&ikw(8UOcs`^269G}<`UI=Q*g2n+iSHR2ih##QJwT>vo&3j>4QdVv(_ z|MoaVkJ8rYXjA}EJ_N9`u9}220KyM|1Egsa;xaRZc6^PDjJ`0= zg`TKK{og}gp7|#7%1uJq>VlB>c|fK z?>*`Fw{P9SNN_0HmcmtfO{l6|0pog(9o&caXd-vyK+n-w$V3M667J=!QdL4Dr={-W z=IN2V>(Z6hBg7O^^nUfG$8BaUilF~FrCm(bqQCxzf_yZiv^?JWr1vY2ervkztN#?p z!*qZ=oYEun9*wY6uc(16cd9dybTn&T1bMGrPi6aQMLFZtVH6*vE6khyfNhX z&@KnG8r7sbD51{wA?l#=1`Ij<(Z48S*ZZeAY8$qsXOnri4@sHa&3qN)5qOHqP4M`k z#%0f9noXPNn_H&q1GjCMJYw3Z!{qv^+`tRvPlBxibd-4I2Xxr)NDlmAzn#t?ryrEu z?9E6Sfv2uaCy9#MkT~Je6bE*j9Q)Q*%v;+&8JKgX$^2o%w;0&x%mA4nuT-DdvQQFC z)M1OG^BpzKBy3D#)3nU-wFoME@LG(16;O{IG0*fmS%#cSi_V!V(I1}_wGqWD2OAfE zaazVH1HO5#Z&Y&B79)d$P}m|c%J}dYf_gw6`DB4vF0E})_?C*)d${rELJ@M>m~yg_ zuOJVYZ_&vt`ohHuE*5sz$~c5lzfFOwVrdg9rW z)uYpi8)<?Hq9|kS%io=? z-$ZR^`vW24bPnQ+^*2)JutLy6MGa`=Uf4>1u{Otv1YiDe2Z#g?{rqix645FX5m?q+ zfAh{_!LOKgZz;K|WoY%OEQTsmpM-yRI!WjTLXzn*!Z5R(lKuzx6ILMLmeZhi>(%y5 z{^vt(q32zLOyBbh>l1|(=|0vTN8LxZ38SsOy=XGdNFWf zz*x$1d-V~?wY$$o6(Sx&0uToqsc-vf2I{G9D3(vw}%%quQF(e*OG_V&nhN1 zM8LC2Cv#)7K{lx5%WK3k@HA8`lM=mz7bqP0n%FBcTMN)LAV3vY%1zJD7fkdOWY@H&E z;Y&NBB0+7r9=I!lNE93;!0}Yny-$95S2rbOw-HPGEPCRB#V?CdEg-wBSL;>N&{fu8($xgd{tI8b^PM{zu4x9 zR6}Mzl`f&pRM_Bv?+1TT=7FYUoT>kazURlv4#DRVrjxgm4HN% zd^sZHbAPh+cz3*^hY)&|6~D-Yheo%BC$mL#EZ+Usgu{J*Yj`FBs%LE^E%W)k+1c3O%tFv{$31<~=0iRO zq>qbC>jU%Uiw@g0rc-HBC=Uf@AiauCU$>z1oo}y8;fY3%N|Z>L!j? zR=nKX5ZzAi51?^1dM8Jx7^UnRC@iN-7^Xj)(88G!Uyr%Era}C|fHEOA!2k(lkW|go zK+}PP!$n!%;`T|FU&aLz&o0+OqgtF%FVk)3gs6i*Oq%b7=ydf@^4i;7bv=R4Lpiyn z1W?B5u1bze?WVd_qUt3d9dlX>z?KfaQ7Nxaq&KKH3I1c7_yM&yJ5&0W`lD3glu>gZ zf8Uvy*bgUH5AKavIz( zTXJX@h<2$=tJi)uI1&$VL4ncT4dv9Plp5uhEL z9PKhrPjluJ&ya!8a>kjIz@qcLNG76Hp;xQwnS*8_ab&ExZ|10Y!4nsV_u(^@x>5NN z;q$?$otczb^oe_8Nf2cQzKmcjJv^Sc@B&$F$(v5!M!))y+EvD@eEc|dDQnI5qOTr; z7>M6jF9)KAa1ydJ+_=u%-JFG|kSGx%)4}-lX(retYvBIz3DnOz+JaOcny`r(jE~v` zwO!OWx?Try)UQO+x^i&}lQ5dN2(vdKX%1Nw9LBF`gNv7A#y0Xq7Jajh^I+e`&ZY?U zD(&H<0DepP$`YboamIZy3dE6Zr%N!nG?CL>Xz6;F;>Ir^@!?MqL2iQSO6}rJw*yPt zBiH!L$pb^no>g>O`SW|~ipX9d!_oK=j4Mus(cq*1A4Udj$;7~?+k@29@&21*C?4L+ zxgw8Y18$*>cl>?8<>3TWyVq+-J7|-g^l4L*v}J1};piQy=|2`(CMvU5T&K}kab`bD z)H9(6g0IL%%?GEP{O4OZ^v6Z}Ot)jU(pl}E`xb`67ud>`s6wtYM+a^Xa&1M*g7Par z#7=Wf+MkOUL=TathF{30?;aW|pd^caI-MI>R$m+RjDU%Dhz2#drwL1!aiYgz$~${66Oy0{&@wg6Gj($O=? zgY-TU=~N&qN~WTh2dU|mJX5! zRkf`WeG)`x=NzFXo9PGR@U$%k7Z;*QIaP1|7=vfbZuS>_-vxs5w#}amev1MZ3bb?m z*O|Wei~@SCRwa)6FZY1@_ysn8$DWIjDB;fn3u1g<6B8KlkF-sDR7q(6= zZsf)~$V)!Ol|$pmal`2Ozhc6l2*E87?w7~AeSObC>rCGz#zghc{&z=OO)if}3)Lk} zo4vW&GsFDavf`$KGPImU^_^K>`^*%#moP=QNYFGoNzISV=uOn&t1#+XW|n)AbX0C? zsfGjjS{<^oc2Ib0ZURREu04rAPyB9gP)~gxEi|(l5WWd-5a+hlg)sY}b+syO1#zD+ z3w;clc2wGb!G-VXEa+2bmzkss8@j8^7FWXUoIROGZE|CgWPX z}=ET=T?p|%RNF5QUcJ6{9@cm_tUdC?!!20)D|R#AHE zto|Cb@~$^K{Rr&EXu)l9Ho=9k1DO<^68Fcaeei8F$BXiMz@dVG%=xAYwkkH{@SrHS zHcZ%v1bP!FZ@WDHK$78!5=PogwcAw5wd z5%Qjk04Z+a^Q79L2@?Cs!~|4T*%XoI|MeZ7y$em`30ct0VbPnaLglu{qic zEbiR=)4bxft8(^PLtBs`0?9Gp+`Ha}B*y3-+MGYh6W%M=mP#Ze@F1m(c~Q z?xF5E>P6pF|92dscsuWpu6%vL+8}*%)f4Jlvu^~HSRDRiM3<=phq#69g1%Gk>$k5{qNZps(`C8UFTZ=vT^r*kJ0Nca?4y#04W$KNA8A;rl9! zH(*)0+0!<@8Pe2PbN#%Q>9R}M*x5zYMUK{!=g08zSH`~$K|3 z^|MO@L}YFBm`Y8AGFme7u8ff5>(S9f@zL~s=>)%NOxuzc-V`W~? z97HNXjqa+cn$mx#Fh4{msU@pRO!+Z?ABcyx#6woc`3rwb(E{(3G`}p#z+Cgi$1|2zREk;>%&5ijIv_R6QwNd zf+WHQm-56vJ-WE%3OhR^ni!ZwP`|-dXsYo#<1_&xA(yY!aUrbFqBs7oKW8cpRQ$}b zh*fmh+iWRvS}F!IbE9y|MtUw3P3^B42QKaKw|{(!8CC zCeZ{uD)FZ1>pfaYNr^<`hVvi^!1c1W1Esj1At7}DA?DC|ZvjxB{6M{c4m75*&+>Qh zRW}=ZJ%{(R(Uh!Tke9?KV>+2C&d7hbZ>eZyp%D`kZ)i6_I3{52iqY1;4mnLxT2`MN ziHG{~^06&U2fw>yp>lgt1@d%#Khknkn__JX&V#WGZ4eY@${=PM;UAT= z)2*i!71LdQg`xF~iH+>`SkafiB&~GAZ1R!kH2e7m$t27OX2-*Wg1=!rjCkuJ5c2mz z{vMR)<<_Phnry@5=~Kw$Cgz_`=eX1l^3Fy?@1fS-BCl?$%~PX}B8;NvmJ9e`w1kA0 zi>Q=MsT!!MxXE=anI0eGSSfvZ8WmOR33+`=zN1mi^m-NmckW3!_#V1IC1*84Wq(y^ zY_Cg5U@?#bl3$Y7oX|s)Ys=$H3@sphU>(iKJW0cqG6;i<8}$pi3-Q@Lw9hH>EJzTe z#R^Tw3;rV~1?+=c#|B+c7BLVx0EC~>gfvd74C3;LUn-8Ulhr4cxaoxcx+i2-Az+J< z-Tp6dZr|Fw{tM2Ws)pHm97nqHy5E+9n$}?5OFPZeWsz2k$K}~OzVn{lcK25q-`5+| zWIM(F{Rl&y;C6DVG(UbD?6yHF_Pz?cDVfN z1gtc|@Q%Rv!@SlPQ*8P7KfZ#V?t;AYKmW0^JtX(j;(^-zg2^rVqsO$c!!LtCpaxbL z+M8&AcNyS3`pW&x4h{}BYe!hN=d_IadwWfXI)#01-iXl}hc$sWIm+K)qPNNwJeqR* zhshok2EJCsaZ1)KP0>TH48yAZY~J=yG75A)UHpn#Z8ek&I=oqm_Hx2#2LDuE{Lj0r z91qFK7Xw3#T0i)}udr~1DYi14xX3vG}165LGMNH2tECE-uYss8h-!Ev2gO7m%2W~l) znq4Dw_ish3kPab7$n@$Remg(sOop3~Bg4G1iU=SOl6oHdW)w>+gr3tZt4fcD2o5UR z^JNAfS}=aFmFW{3!EyPt^~AvUMRNIuIa4??f`i213#`mz?#X;?En{?Q(BDLh0a6sqB2;;Gv&MmLI_YCrBU}_%?~>6DIsCxW<5b_`vRO`V{;1whOKY`^ez-Q=FHx znz|Hp9iggEB(@(2 zlM;mKj9TMQvQPKZh>W%yy8J?06~@9MOqw5SvFw*c3qOsUh_YgauQ2$!70>Ob>}t%c zuXCE5M1^D%k#<(@kT6sGS@OK=V7~?OVzZZEe!W&~y%5~lS2V^;TPrdiiDDPxM0V@o zgFeg$p@}yJ&f>(#4-j)WJwS?Gr{(CP7MpD57(1UX6d0M9fMSo4|9ucpuI6!AwQ3Y@ z&{fjYTZv6!NW5`p7W9i7dqK6Wu2Y|!v*1e2D9yM(>m`G!K8}QW3r`;iaobo4<%aPJXBpH5&qc+hmO4~^O8#`87K=F zaN5Hn!>+cqI{Cos@3UW~BJ*4rkg_fTp47%@H1{*(XAc75;az?W--}gVs7%m3Bc zcUC2~+kYd#62((BR&vz5&&E5qR_*jBIM{v-F?nl6qO1yl88)&6cY=!-AaP7^py|1J zB_NiNb~+@QCFd_d(_-Ug-68k)RjVHsJ@n26~p zJelY`r+(^be`hK%F2fS=P8FNqSqWOpuzl5H!NXZI?(v4_4_&OeR264zOIK`a5XSQg zz*B?>RbPW{(38=BcKnGh?a}30Bb@fwOC?cpLBqa@QAx1J(kV@7mcjr4V(KdI(vTSk zaz`${Pp3%Vx+5x#(_fO}zk9pLS1h{i5I0!y%^z6%uIsH|>P~bbvNN#yU)QBiy5pUj zav@V{v6|A_pFY1fCb#l%3BzzY=r$yW?x5EbevC>|0^ms8z3u7m@;)|>fH4|tuMJO* z(@G_NZ@Bh}Mz1j?i^B7#Zg?`MyMM-SlADA_K(6P7iG_uTiYi_5#pST1_+l%9wH9!b zI(rcSzya!y>#k3qMp<2S{nn=uUs1M=n_o|70{j%5r3qYGB1JpAIC(|<_=$XG6wP1K zWh`aTr1`rSas&@|%-$f2kE0(jeRm#W@-*a0jo5E|4KQLYljANXT9ESz`bnKcE zS{kU+5J;0eyZnVbGi-a?so>)Z52W4I+xfB8`)RjPy#z5^Q$d`2ZZ00T&xT88btCYe zd`mlzjD(WQdTk*Gl4T_Sif~Ck7E;&!XsxX=J@b?3Kn%S)$=1kV5CDV>Er2CM^)QD?@VfeBs&vS*?NM2IAN^J4 zB&V!FvzlD$T61run-4xm5y5>Q!-^^llw{>4}>7X<88OVcrp>;JS9 zP{T*51N*ejw)-wvl!hN!m!54#Za8cfC}{oNET?2VF%C6PjMd5>9egedMh|r;>k*EH0{+UcI zQ$5I#)^r=kRy*J?hmh}@)2+w$^pVkSN|vc*Tn+XT{gG&SVNw0})s z2bXmQTTH88w#AL5Np5&7`(%1&mUAr$NAxw)bY&A@+AQR@^I7bL%dX-sYPt$yJW-GN zR|^8$2|anINYOQXzWs@+I^G#~{$y@=y9G^acbaSNinkKm>f-m}uC_UQ>I(Us&dNZb z<}%)F4D-7D0>w~P%;L8t2`OW<8d=acoBxO}1Uf)>b8}ufwf7TL~i|)@^7E zxbC7!4G&QUf}E=o5}Ls^N0W#vK}Mx^zsy|KXU$o$7L<;#-@lT!Xg^81u%)$?XKbke zHw`&Mr2xc(-&O&*nW;hqYeYY|1)Oi)O#jL;n4M*4p97^w_tECQ8oqyPs^cA(il=Qm z8>_DajylfsChJW8-|Oo?q-W5AmrU5w*R_51u)6r-kBtVEarjdcxx;oyKAtq~QmK7< zl*pvTvISvcVu>C1I58s8CYP$LTzX7W#P{!6wS7zCzDuTaC#vdfGfz-ue{=&pBqKO8wbGoU>~XSFKpUxt zuDpDs7!jkjI4q}4$}35S#9OerL9|6}Oz{7$Ku8sS0S?!0VT$1vQ11RUXA>VE@Aw`tsdAo5h-1JOHWn%}RG6;={*`Ek_;q>kxta&Eco>R}$Sbf=w_Z&dVJKa8PpNpqOF6i-^pjp z3Xf(ec~$T(g~S~L?o&?64yd38UB?|fOATZ%v81s{$ehncbC?Y4GoIJ>Q2SI!LI%}1 zDGb<4eHs5r!CD#-N}T;=XousEYpJ%!-w(PEpjxJwzM#K+t$hD_sS^#{Wl?1KG{dbV zOh@d-Onr)M=N6WXhD0=GQDe&#UQuhLI9t4?zIS(;L9KT*VY7A` zNsl4rH`HVe{IQsSvLN`_0ii}aV<2anMS{1)**FIO_QvP*%mgcrbTut;QBSbWX4o)Y z{t@)yOPd@XC03D^kOVj}5B2)mit%w}Kv+BoD6o0~Rzh^|{LSisbaAg{khFJgEsJ-< zHvy1ZCHOtw)O_v!aqjNZGb*sX)ZZVpvy)3IO-D!9-roMuRAtbX45*Qa;NjtWdU_T+ z{RH16kYulSA!84J4)dT z$WSsKdwB~)lSfx}uQ!X$4_t&vg;76QRPuIG@_B4IDfxdAGj)Waj+bJPHl_)LdcF7j z*M}CcTPV1`6%nA9ZSx@#iM~y+e8SS_(p8HJ0lMPaesm?a$H4Lx>s#+i)R~8#EuN3Z zN+-3uxGGGIC2R5TX>2!KbTGQ&0O}E`n7&XJ0oXy$V!NEOk&=8mCcrKr)Uqld%}8WX zxROUeuWdl1;-d0(RnpCwmcF+3JFKcA~1VtMGvLD-1eP~BJo2z6?#XJ{j0&dN5X22Epx2LL%sHy{$EA(&{~ z3q%vy1oGo9aJ|YeDG384m85=Gst&CX+6+S(bXb;-GyTqhOT5Dod%P}QTy`WXATcUU z|M7hBoacOQVORm~M#Gf_^Wsta@4tJRWTuh)vqXE5B0jW07b6ylS!pxE?ti(|zo65k z)JBJm_tBz1a`O(4*44x}W}Ax08(P$3Gh0!-!oCLN`pq{}3U~Kw2B7*y9!V1}pai-} zcBo2* z(#p6Gsaw;OdbUq_B-jCkrUIVtvb3A-`h_W+wiY>5!fm!ogR7(}J!a7Gn4jMp{T9&}GVkxAXCc4Gy#i}kkk$U?Q+K{dvc11)$S&UT{yyc;ccc9G?1?3+ zXgzZ9f0pwRA`gBF4BdOwQJiUujBps(4 zZCT9ZPjb!7hE$`jOwSW&g-}J5qu0}?t6dBMA0|N-U5s8gkIWy6v{VC@Ozf2j`6~y4 z`_7Nb`_9>9_96a>JU`v;6rG(ty#+&Gz)|Zo$5h0&yN9xEj}&YQ(}njZ(Iw7;{HaFhl%iSEsDn zSQD2UYhypS2a^7x91b&WoF?y!=1R#0BMx-8dbXstzu5i5HgH-8wf=Mf#V->n zz0=CMe>n=zn@~O3T%}~&21@BwEe?uVae|9gsz#5?lDFpA^X56&$!nwIt(*J`Tm!FP zGuMu)`5&iug&r<6BnJpa+Vgp{8O-tuNFwncb5yIdzq&JLt=CIi1}X>7?0YrtB1NW6 z!dXVQ065!z{T7e`X9K$v`zA2Idw5uG_p^5wz$b5R{gph8!%TSGsS~5?Whbw@M|zXj4~@)I5WND*=H}DZqq~2- zXk!*i8S>E))lq4`|EcxN$G3Ahj7|n}ItYZ3Y!GjUj2QN?SSyoQMwEAd{@m* z|2@UkzDc_b%`!+>zBmj8w^t!kSAI3#3btkSn4E`5XyWVa@IuuSU+$%h-YPQ`-qSg= z$jbzeyT2bORI4hlI=V8NlsGGjfB@H<*<7o)(fPKYIGTgbj0KB`FJr(On}#JuqL??< zqoB|1?+=~)1P#RF2heNtctc$iKzv{Q8U!#6%j3~~`_SmUkK)Ui;oSa9#!Ti-EvMV0=g8{OZbzL6McWBwDG#8^fS~? zMKL-?Iv`3oXDUa-7v}`g0V?G#=N9p}-VD@=PNR)L!qRWa8*x+#ge5xf1HdxPy zxFlvV2xI4zWa+g=Rwsk6NO`ZvbL((daR9$?D&X;s=IQp@fC}02+j1!`&+8*yWqaWQ z51W&8ff*YzqRBv$CQGPCIK-Qj*f?2?(cqMnlwZm9df(0*qS*=Avow62sQ@WC7mJk`U7*@t{d_|nWIi$!3smV$!Ebnce|@BCp?q2SnfHQqJ?SZK}ey=C2W4 zrNQ~r?T&z?Fg6JjjkShQVauFm;nL-mM?Q5$-=S@Br4n_=f)i=f5{CpvI=bXxYXQbe zMp?#`wcCJm0k57~mznpg+c_xLBJrHs-5A!pPl29G85V=IcnEzn(g7^ z$>FcGOe?{K|D{xhXKY^wKC}U)?>48=em$=T$kf#}dHz-3{9&rfnSnI#ChNWRho)N+ zQ3F7`90lO6y&@L*y1|t8b!Tk&QSN}Q)R^r1A3ySGo>%tl_4)cd;TA8}9rDP!QmwSe zh;igwL0Ed3@aVrl{YS$b=|pf2*qvKug8j8T0k`@h0|?*v6PEdC5BcTors1w zQH#xMd}aI`OvkdDw$b@XX5?E9VZa~C3tjku%EmqAo0rUCf|QEi6W#7O1O^RpzV{iV zec~=dt4R`9c?ch7KJtQ}dwqw93tSZ-kZEn~cy>LZaDW^%Bd+#OhWkC<{}lN{k!8E| zabmw4DVr#shy7_sDiO6*U(aA&a{0T7W_CQX`{lqKntFZX*gje@s&f4Yh+wU(HmO2% zSUKJvK)&TOE<6zLR-hyY;f*H~gm;I&NgpqTA~YKt9M)P@@et8?LqjapGZ+BVpq!)J z5I3FMDJ!gtgC&cCQQ0%c2*Qsh^geux$O^yg-MifAIqz4z!6*myo)>}AkEGXUZ4`)P z^)Y0|yD1|yM~(*BpoL&oon71{X;UZ?M$lp30cEK19!9siT?=@C%j0I*_Tr*c|D;-) zD1mI5rilNg!R6caJ|SMd7h{L^LCw#=u}4~vy(oLEM25{|W6Y?MK3Lrvx%h65Bha&) zF=xFS%*R(2J8Xu)LBP=hlnCqiXu#y7(HU9#6oZ13fdWMPF-A@%n1C4L|GfX}-3q1F zkaowg6|&co4CYSrw?CC}xnlF1%QzElw#$=cGSPVNL&D_@QY2f01PIC)a~*&20_c9* zlM)Mkhr^76zy`^ULyvU8Ksc+$<8vPPH>HDmIlm(VP}~c~ALmG8+wyY;HSYgxa2_y9 z91+Jr5;!9BhgSy%S1;6U2U&3T71~HQvt)++k zJ+2%bQH=E+L*#kC;#S!F(?DI;SDE{4A4S4(KeOY}0l`U_v(JuP!n)zpW5xB1tpbV_BfN9+Gr#1qbQa%o+{3w(c#(VvFn z3Fkfeg_{F3$}|ZRrCg8;dO{k9brtu2NLuq?o( zJ72m|E>mH9IktO#F(H@tX?yA1^n7o!vN7Oi&~Y%bwm*U{gZO@EF-_{LA{3xv<>IYZ zS2yt&q8}+6Sn3_t)^NsuBiZUfGn~pHp`gS?tRtG95Rh#@dT-wp5i-q{I8K`8q z-0UT^v1S*Tv;QI1+4!dhP-K-VI9U03+ZA?lDgXPZ<4Hovl!X~v1@K_L)rVlS= zs7%$Usc8-vTRJ|ptO3P+^?Aw9pAbrp;%n;2h9XFkiRX=!T-!%!RpN|(ow#k`9V&fJ zB$FF4J^$xcSX4k7xGomc1;hW{W&CwU8nyYz8i6o3z@8>Z!mBF>B>^s`c6qql9-sxeesyVGdYvr-7P*$$1mgA=3+uY zbh18AL_i=I-ppGB?uUZplUQI(=VGEJn>~xgUTxly*ZDre-hd?T2 z)lJ~hUzP~d#27K(k21#ar6<%rWz7SX!g6$**Zl*Bg3ZD4l+#Tq^{no;T~Aza%<$2} zYN-hFAk~yW7Cy*(y3ri?&lSVAnEww;XBAde7j9t`ekCQPyStSxiA^_1cXxLP2uOo; zr-0JkAl=<9-Q9gA=bS4ZE*5(;*UWE@@eX-cOS3|o>;{)z?x^!-i-C*q-#e_XCb8wD zk%!RvjvShuR_D|@SBZ}Ox1Uz`$0EjiV&D5*jG`|3+zf4*Vco`}Yz|@tSB~KzrnOL` zrmqOrX#{+EB08*jscL))kkB$nm#wy7*jr>nHG11$gg#zaql`5>$=^3=#r)%GEsn-A zwr@ER()9>?9vRN$*{f#~D|^pOtXHmI7|5`gA~Tf1(@+1myE7zMpqT(N+fT#4w!YS7 zo7o&L(Dvk6do*Bp=5MD=%QI6Jvh!~ZjnM59q1I+J-%OLiW4H^`ZwpoirnLfdbZf>F z?fe6#!cSF6XCWjSIzt)4+}$gTkEVj>Ji3`R@ciY^k1ZxS+PQd#Oc=c5T_8Q3<*AY9wCEVu()Ena0$$K{;zu zorRIf5K`$O3ReWKAy!!ik-7+Ry0*9-<<$`3~|IiK}V*J$T>HPHa^`)g^3n{5*GE0IxzPu^+N zK#OLK-sxVg9L$#7`hS<~0Wk^Sq|act1H` z?}lB(c{Gj^YGg~-d^ur*YK|%)XYadRnV%1#=RL!kdN-(q@~8Xr556C| zU*M74H|Si(=NDwI%Nk%r?r}QV!`Ojh{0Sls~%x^2g^bN5HrS=36}gZi_YQRW|{iw;br z3%$33$7^Q)j#W-b^xQ{W8|38%atLn!D=Vk=>cn7hwyvJ4LB&S@Mto_!e=r$x^w!CA zkq^>Q3rGg!%(l+{(_nuvaS0)bg=fP_dj_XV1$Mf0veq_YKcGm;8&qWaI*WhpOa$<>T`5&XYR zv{yrV`iEmUSTnmjXRZ6r3Q8o%%koNn7jFXo#OxuFS`T|Hq`YTMp(ZepFWnU+)A&lb z_#pk>ZTOFpn7k!vo1=<8!-vvHC)Z))^e#S z_2iL{p&p;p_2_RNk8})SRdw0by~(CHJ`5?kc@$Hat+-;BkC3H%1@a~9syPq9{t2^y zSQXJ0wsQkO%CnjU?7YJ$Q@ z;wm9Q&0R_^!>#IkY~@7MeKaEsjK>(N;)!Hb0bz|6B)K(E^+=wnU11+K7B03jZzhXF zZ)`qa+YuqmgcVMzHyfSp%s9P7o3f>PHmxo^VdX6^5Aw(J$&7KSJHo}~09y%K2|D9G zGTP`c7i<^?19y~bpCjx|4P4``LL}i&^ShR*r+7+p6A$!Xhg$vk_02JKTkpf1sgm6X zQ!F$qI4TNnYA?R#9>`GLO_wDf4&!=jJS=9yh94*$*0dah+T*-mN&ELYp5aZZ zjM7j~1&oJbhIO*FVPp@l6zJps2sX{1Byx9|ZUon&&sTG(D=(^`=@;2E)0!=g8(s{j z_AB@V)156s`SBW)Dx&=YKl-i7lBaJ%q9l9uW&X32Z;|H^ej6x$h{JN;|}(JoGaHIuIUQ5;O@2bfq|AIuhr`wLKruU1IXWOsiP@en9za zI;M)GhdhUlDvm_MW^ zv4ny}mjY+2iymLx^7rf>*Qq!6!KikZT=2Qu?GX_}qnQ40asA(X<$7}&dQb^NQ3h){ znD|TkW>}TxZr&v7I2M1sRGLDF>#CNItUgCl>AX2s%`{{L#fj4R`vFR?fcLEKz)Dx? zf>C}P?(S935npGNbJ!s_{Q^(8!NG9rIXO; zgGmM-8kRmIi&fdvzd^BX*0Xac4oHpyw2-$W$C1>Bn?1_$g@sDvlbVn;AcAtX2SaJzW6}O_vbixQc~6i#DJB*J1=)3 zb(xQ$i_h-=wJZ4WUOaHjKV6}=x?A#4C}fxwk8PM?>=e?Bys^{U+8c~^4&ikAa;`z- z;4@qyd6R&GMkF$L9P&|T*U)9ZYkJ?Y*`M$1(3A6EIy5VqWM6c}ZJmytJ7zJn5u1a_ zl(6m2I`VjABN+Lna#VLk;6DL{5BMLs?52>ChvFS&!(fCWi;E)ioZlFo^mXWM%+rq& z%URG`877U2b(-;RNSGO%3bLRnK#9orp(33Q5eW#c6|P@HMj(_}ZksnJ(W$B^{td1hZ=JxrnDARdjUu{*ZV_B<2xsH|N-O*LIs)?BcyG@9 zU*804GNLQdSIlC$Jo2K69DnS2O3BC`dRVHLK0$>Tf%IpLH>mu|A8`!TE~4U4h_>0* zc{SzF4G9Qid@z(<-)Ot_1g_EUQnObT+VcVz-dr)mJpCmGR}+r`@GlQ+74LS@z-~ zU(9fJUdVmq7Be}eW63}Nj2VwF6iD9sjNY1RwPgqkm;zlC$2J$v1H?zJCHJjau{Ct~ z&Wq0^TfIA%g6{NN!TXFaXr&rMe#aqOT11iU#HV|+4henQ)Fnmlr(jCNg)~)!Wya@x z!+!nvoYd~$ipW$YN0s4II>$ph?>0|+?c*B9jX+4wdL1E+{s;aFvYZR80d>2a{L-ak z3~{vW-|uYOWIegZ_%OS8Tm`*54##^Mffu$IH#LP5adCQeVKzvU``g3dZuxyKd#vG# zhRKH7TL45WNlNv-!a#|^7&>}!MT+u$hNLa^BsR)!72>nXFohbltt~xO-xzyHWuBJOe{=Dk0y^1b z(84gm3#@Lcb}sv%*OsJZQUvas4dIz}r2eJHsb7z0TL(SMvUcSU(W_0|Q%^yTL_xZi z_6o^NKR)Sv;ae)?V?9mM)ff+@XNN-eb-kccm(WhOCj4MpB>VpgPhegBIp=hxvFU&V zri(|@RkFv6f;PKJ^h7md`uvj-yvl`n3_fsEaMWiY)W^AA3?Z56jcC+2j&|mTUWT9k z5lD_sVkFPq62h$60%fXIM+lWkET<#z$oVqoKs3v1*Q$c7#r4oL;t0wddI!T<&8{mu5f3K@6XHjF@7 zThto%=|96!zG@7Pwbp_Z(Kof}ZmN8*WE`$#}1>meV{h`c;jCc7NOA0P{;RcgJ-N%V=*c_ZjCzP$3cS$mHCV z=s(`cyOv&IYkPt>sOW&uH7%hVgQ3~FO{zH8Ltb&ai2-;Cpj4ODP#VFcdzTFKxV>3* zrPP7a*bfK`Ia7K956(sBZOXePEX>%yb;>f#4vtT-_rAB>QgQ^6J`YpSg{V@|S+sEf*wm&oMQKc?#Z%4g}!kY+^1G_~UQ+NuW?@>wz zH_R+E)xryldIa@L?uOvh8?LY?1CowYzx);~s2G~7psYPjdC#PG#U(}0@AFw+U0zs0 zj0*@ly-p7~HY_^zP=qK`WOzO$y*4`y-gF1C2YufdEAGIA>OO>qAU%1~)e$Y|34xZb zlew5i-0t9FHoB5^3-Ps%ax!nhL0tz86|7uqsOe=){*G1WFUQ) zMtzevKsNh$x|*JMQriq0L{rRyJ9WfI{Q=|W{$7{Aoh`=3Wu>|HAu470!V=FMI+mPi zSiYg9)V{rwg8J046@4H#rhZ6!^W7K~M!p=g&SdCKe#@W#$^t&pySNxAWZleBB?+N! z^}E?7YNQi_iARgRnPxhEMw9o-3xDAIcZwKZ$HCO8ga}`ge!cP$Sev2W6!ay@#*sGk z*F-PubqDKz?K6v}v7Ofs_0=o##VipEH{_}M2Myi+{d~!-v41pQDV~-XZiW9j!CtKB zQ88!w$a45x5H7$jTr|0{wi6VaYJ7H|E|btE(3>iqmt?v~?4CgtBT5DE1XNMGciB&H zj}emrExO|R@)|F#@-WGW0qxkLiRY5oX95ew0{@7Ng1Q`JdZr1P@;4RwL$k8^)U0I9;P4u9;`iXom89>ky3~~)4#WB zV~MK!N`302OcDys-T#s26xp?)A+P(7CA9La%eSKUge0`w$dNj*@LAL)7+-zmfODjm z_u8%L43r!fiE&0_e>5ecySIE?222h>63I8cWbKqFLhmQ6hN3q&#wQu?#F`HIHm1ol z%ZZkf#!_Ts6q88ifd%14BIOSFK@7Wl>G9`aA*LV3;1K3qV3B8C`RS+G!SkH``u2vT zg2(*adj~IEQ7Bp20iSd*)sFqCG2E7n)W(#0&N@E?O5cbJ@c`#Btmw$GmlMIqv#fxD zMc6Y3k&R=)_oN;QB0=9Y$_gqg2;vomjD$IU=^he}BL}OTZQQ4pbTbY0<|zC0vRymG zG%xo!^Z~)RQ;l;J4j$2GfzWf_+;Q4IWAZWygF?!8J^`%`OTsrdFG?js2S?u*ghlb* zA!1X^mdq;6PerE2hW;ylXK{^x(AEmo_onQsKQ@}yo*YQD;y$XiZm+wEFx%JVzItMmGi9|N3CQ)@g~FyMi4raI-KBPj`+{7J@&Ud zPR9Z}dkUjCg!wUC?d8ah;IP5z&K;|3=^-S4?Dv**Cs09=kR=Ix}G%cf-F@HaNKtB+kyH6;e63o0+;73oR!R9+6&So+SH7c`pXf zO`lO8(~lGi4-3ti`3N#v=u*43DvUlxj%MHaCNfll)IpOYkKFgz}dy zstqknLwFD6q$S0<%T9D9Y2>AUg{id6_|!y%p=7oFV>Hrq|G#dZ4?2UMo~^`b|2<@Fn}qSO#rR1;WKJ%}pgX|p{q78Aod z-GsONRVn(EVC?h<+QVBbTqg#CI>2A1Oj1y-^JQ}L4>2~f;t@`%M3T? zgzn2P)X2zpzI+G)mAO{$$9OA-=@4l~Hue92QqsozSn{)WOMrv zEVdsu^nBw_TRO*GdNL&_D*!<(kfEO6>#hh}3g!PyW{)q-)cgESYRm%ZHt792(Q&|+ z-+JRgMn4mJbB-sa#!%ZT)1AR6cuOWyR}_&^2}7b!Y2Wz43zS3Dmb zZ9J|e!-^0G^7}5V;D#A;nXaoo#(x}s+zD=i3#rsrX`B}UUrF=1DIK5?&;!$daVO)5 zp$ZBI{1;YbC1@{!{_=2DR^PbTs<>{Im7kXZ+&9HsFEE?%I35TC34^BMuwl7H&__r6 zG!3ZRSRCg^6%fiNZnR!1whcT-{MZ@}Ao}CnK~AOT(GP+_`Hg?{yNt-Uk<8NEGC2kB zKw6||=BIBVN`n@t&S!EjFIT{SWx~=($v>`&byEBetdoQ3CIg*rf_W!#L-Lp7 zpCzBqHq!ZlptzxYZDJZTolQkw&v1=sjmJ3W6E?8w6l}NqQj+}oQ-uV8Um@6t@3=K1 z0&XW{E*J)tc!Zs>9ls#rUTw-%U60RyuION_!YL7h$R)Cj*mlo{F>ssaf4BZVjF36e z>NM1zs!fDj^TD}Jfr@Ta$6}nT1M!TvDL5j%btu89c33+dyBB?wmd3p)cz091@Z}xjS}=JF5G#0|^^Rrdi`Nm|bF1%tuHUn-$3LddkeC z=Y}MaRGiV;@0(C<)8rUeBcw^S*{I1N-V{_NW(GUQPS3e zI9=Wrg-WPJ%Ch}aXx?u}P-`@AXTRxl2%Q{+g?D)+*};Wxgs`yn507fgte?-Zj3$$e zs%;WbcTF1F^bpH^3OM2M^?GvsP8AsLJ|Z0w!Ne*5BRALhAb`9l_)YsO6kK^vxycPjfxfZI8>(!%Hvww>N~Vmi(%!3F~DdN`Bwml3lVI#-5ZL5Q^Qmv;^cS z0kFGoTEul}y`(~9Psv=Pod0uAi#6QaOKC!=%EtvG!rB~KPUos4`bhFU#TDgw9yI>J zbO>;zEc>@8e0(}D*P#*;DvisJkM!1Ka`_V&<=QH_jW~&~pEK3*(F#a^g97k{b7&(Zt@8dbw|%Dsg&po{jzY@~>}nZ%8w>4pN!rv>bvY?*x<&rSkAaFp;#R~AS0z?2c5*KbJ!xa;FFIkW`4sGG(P0|vw^=~{ z?S8Rs4+0eIKtn~jd)eEw6r{W0wmlu$0%4r%T#F|M@XxUE^Yde-3#f~4ERe6S?L>lv z45+%cOU;qCBd0Ix&<`8UGihyz>8icRw$`ToJ?=1~4;PON(7%$m;5D%;HkdQ?>a=10o;k)}UNK`tJ z3ky-2OvCchIFkgmubz|7)|KVQ|D6K91Ui7BI*#(a2ay+VUrDUVrWwhq8|sxm^S}KZ zayUoELQg^I@*|2o+mVSHpI#X*(}1l9Q9|#yElVbpl(*gFg@I z&MRWw%5gIQhE6c5Q^(I*8{kV?|(8;LAE-J z12r_hn_Eq*Ya{4H+s!<(robikFp3azO~whzwF$j!8PdVBv{H~#s$@(2xu0Tk1-Ps7 zwkz(JN;>x&JeN+_r)Q3<4l?IN?t4)ucBA=JcSq=nRl9NS-&k5K?5c_UP|*jgjmjr3 ztRy~m^=DOD9q)-$+xLlOo-F}r`Q|Ux#r!X40Ljd`6{i$rwODUY2HH=gD7`iCSJjG} z&*NDyz@vc70`I=-!$YeP?gM(DyS1~o*PpL6j*E|%ks?}d)^6}V3INP5Q*wr=U;oVD zcJ8%Cg|QxELmw@mQY>?)fpik;>4GcIUZKcXYsbfe$`-rzrFii$WyjV87P4}G4TBb z4WGu3vP`yY`!^en*KWK4Y!ofiTEgtu_2&I8kGIE+n6_!XuPhGfr~|iWWZMbF*>{5G zsuXo)-bud-7!1yO?tn}v|I!TA7!n3nW-4MYuby!?Oh&1Svq@o7ODqn?)FYxX#Kc90xIiVKKBv2%1h@Z|$$@6UU-GBQX$KEg!zPmhmddrs`^(wS_=s=?Oy zoOa({9(M%t^7B8;>i~u^Kz6^X_}zB1gTdouJUn>ulAjo!E>9ghfgG`p=pNWlxJ4jU zduW}&p03NkBy}HoNV14Wi);SJg4A6bZT@}em}X6Vhexg%H@uy={S3G=`VKUo-8{g) z?AbKb!{SM2tokvVYfdSr_Oo9%*Z$Z~cyZM104Dt115)*y$Wde(ghUa(^ zrOQrpYqOoy+1j5iWl-3+I*B{VIS#5Z<HR zm=&8BSatGtR%V#->(z?D0{0`GNNh!6kgfRJ6`Q(8gpEe!f1{%BzrA_W9(3ZOo3V3# z?f~fB4|R)+i+VAlOr6$0TRj(@FcI()9YEB8J7|ykyY19BxrsM`x@?$ctO>#Z>JKXi z-L9s;o}HdzSDrBW-XXlslX84l7$BvC7_2J5Qc3^-$!sMu{1sB+I2>SNi1J9|qQOQa zHP>W=g}?di*d>myO@J-eo^Q?)y8Vy%Gk$}X*x{EA8O9U6@xtB|Ja#8s0-Uxy^jLf| zhc=qDWrE<%gxa{hQ)5YIxiFbldB~s=7l}47yOS zVF^05tQk*FPXMZeQ(014`XTU(Ut(gSOeqUt@injQN^>#@^_WkGIaW_Wm`X?l9*4tbA1Wy+X+4nL zzlK2!)fT801$XUM*VN2cx7ml0&foR7!qqAL)Dg2&q*f7iHY7Y)KZrCd_u{6vkzg;8 zA*kMrU!T|HZCAqGW=Wj|K-jqaNb^N#Wk`j(Ij&pMuk;mH3) zV@qP^x?}Q=h6pd}E7Ats-@~86Ugb8}Tt373L&-+!VJAy1-~*48d7(v4Q!%`p&^Mt# zwD8QPp>Y22dr+hj$#&JZ(9Qnd{vZ0gy`fvrOdBKW!1b7qR__fD0iy?xC3=3q}&-__< z*=;hp`QaKB=%x_tzef8aC@=w;vm?*@= zy=LqH>I~9+Eg&O-K!Nb|^>IFBS+qK~NMrXQ;ii+mz6c#oSNlADdoSBd7NwBZM z7Qx6w+kgF_$*!lTr^m;~+d&RQ`)hj7YZw!7NR7Ux8~|8B$3l&zOzj5D5X{oFT-)clB}$C$W}lGgSw02 zM77qe2Bi`eI7J^m%v9o}RRqzE6R#6(>QA^`Bj1Rz3j!#RUrej=wCnnsjeF0BhA(2) zdzW1)=^p)+<_)Da()qF)`-`0CQVGWIqew8E3sUNTu^8cFbCF?UYyqONFeq#R7c<6` zbHwsL=KXvLsz!k{)@vcQZ~apeGUj~q4+sq0F2!;+zgi=vu4s%7@#b~JwV()w)7fWh z)`<2X!s&bEB97RXLFSWijjPh5&IK{8YR0d4dyp1^fq`-PqNAlXG@c6q?jUk@_BhXz zmc)Sp$uEDmdTjPJJWj)qzZ@SzshOgw zpML}Bc5c6yrYi0!Ua^_IRKzpyc?W4?* zD9H&pUZ5B?nVk*)>t9Fbs!JHj*yCB+Au9_245$Y`smI~iIeAd4Su^feLP&~MUd$hh zO~Pa&sXh?$_WA#Zpa$ZNpg=QFy~ZFtKb*YJYHaincL)YKULdze6U;t6ph@n47i|QD zHVBlM@9W`b?8M4)hk*9Ygb;aG`!2rr-JS?M2-lzsKDX14#zt;%447(@DVwb_?ERqQ zw)P)4503&h2010=2QDTO5wFlQagG-JU@(gNr?m#dUF#`jVtE(&ME~jT_YhZ9cUSz(cg+E8=bp|1U zG$F^!-SOwy_3p3+u*z|ITvCI;H+uET?@LSB0b)8jg!=jkOpz57bR!y8ckP(Clmx>B zbMuQ4e8vXd#Gf-PzN6I|b|=@)h7?YcXq5Mj{8_W*HfDWq>(Z%iznxQoyx&{NF*H8@ zp@ce;OJ@i(RlGwZT`kD<8y=rW=iHYhg274E6;0>ouoDGmsV5l)jW0L4f`2S-lCp>OUz(T;SG zY&EOj<9S6djb-@69-^48qJ7PtZUjzYr1Ho)|%57Lh&Co=cfxeYC7DmW-Lzi&6HB6>ixCVwMN z#9_neg8=|CLLVDws+$k=K+_8adfzF=m^N|xC;`i5N9-47>`UIWWpB6J2D$w! z69fk55@DyDSsdV}#mS3mWf2wJD`fv2o3JoLBKuLeE>PXQIOHw5=-b@K-?YUz5C7n@ z0FDh1cwHeJqc8V;X);mV%LwnHu;~AH|AGnwC{Mw>6dzu+1!T;1rQPGoK*CaK%k{$V zlW;hoZC8r_YFxY9t#?VYR&5T6WR(F5T|YG> zTRE#-DGR6I>=5fX0KgDG0{qYC>ZrMs!?o{WsbpL8Vz#?lX`k63haIqzYz&&rd9Kn~ z(<{bZ*LgK-7{|lEik6cUiyO<|wfA}sxw%;K2Q>!-ayId(`}o888$1FpLN0Yncxi3S z-e~h%UKE&^pW%vzFWb8jBN*cd9Sk!eHl1E6Db8fI1$jYA)uw_}HKH~D%!Njj>AwH0 zp|b7BXesZ~OIyb87f=k(H#MTs0U8xSylMI+~zNLSLI!fp@kQS{t157nYmp=85; zcOmT1%3ir3EKLB&5b(ADte6$y|8LOm4*QZER#F@SpDw?)URB zSL=;wb(!%lvTo0t$PCkhrhbnle+!5xogjbgHP8qa4lcX6I2_Ekaq)CtWi_Zwd4PC{ zo}0^girq-aUa0=gGmFFU$b_f}D*5N!DpNrTL?(9V+w&p|+A4Ie`Y1oi3TFe?gxd1= zf=nI&<1B2d>BC?JJ7JIXH(<3Nub5y7BXj%D4F!7(qAttz;~4mCL5*h5?5KmMFNv`% zw;^DrafXC2sDbwf5*6p?Xu#XtBxKIip>@)MVdOt9tjQOM8d`dHdP;h}Z`R1Jk+MnJ zD96xu$vUuug0dByJ`uUSfY}_tYk%gH-y|HN_$#j|_q~vbS2-iDYW5HYu(aI$9f@GnI9lK7A_j<;Kp*m+}28AUK;miYx7_j9O0(b7-u2i7Z?rPetHA59L_@m;Rr zK^6%Gjv?MNa9q0GHz;Upg|$fffra*6zz-qYzmuy3>9TUBj#NnT5yFJ6X=VyhUVq#TzfcKcv`zHFv#%U+&*!?qySROEjdVgg^Qt2rN!5%h!CC96o z&9oT+VGMN}bpH=)U)00)>;qt0I%yE>Ga~t9uK)!b4X>iKa3IT9Qz>h_e!2~se%gZE zc}~0JlYfQFnU3LGBrfL;6lL}9(tIDe5R~h1Z81YuMyfxD6K)$G8;XOH!Ts^lbE*vF zV5|fGw+>ooLSsxA)1d@@5+vh;th97%$kP7!AT#m{ zwt<{P&xIV-&#E>(#B{_%y3vwj-y|vU)`e9N_|kFHmeQ$tRi)Ku#B-^!Ui~ zMqBWJ8`F?oP{QOt?({c+WUhfaTZRtKx0N@WiYm+cBE9|&=oNNojjoSlS{yDbTOGoIafAa@K7My`9>!%Sh7GCq z#0TuV^ER_GPYvVs+T2m~Y>KA{H(~&aOL_8O_Mh?y?K;PB=RraZzS=q@rm&mMIlSF= z?gZQg`Ads!XLxxWtO0BIzwIrH+K9)_?(b0*``WmD??8;v49kEy^ybk(-nQL`akw`o zQNKN@V$qu;&hks%F=!I-m~%2A-h`or@O*kxCg_?gdmn-NhRPMPKC1C;(E4DmWi0kf z0B+QG76&hekjK@pu_XnVul@p>D*j@@HwP@EeltEdF;2%Av! z+Y(XKm42!{U@$0!%HD5!cjgjO*nw4m;q{7@H&Iu2czaVgQj1X>LCA5;gN*qjXMz69( zBvnlDie0dDK`tM?W^K3}|J`?x?&cp5FyG)vB_UCj+kEb1zigOze))+hGUda_{A6<0 zl(<7=k}o&b6=^qk$#*qWLl%#SjQtx{br%UVPrL|yG`<`^Y3ujNk$+jg{{841$al6Z$$fYkS9V??j^g*m zHr}xOJ;Qu%u|LPzUGhZ#KWFs(J|6iWx=F}2zw$TSDAE!CZEp8b+@y6r$a(Sa+qYJ{ zp++aArm<%C43{m*U3*YWNW&fR!`;|fG9R-qZu&3oFR$m{3}#O%((3DK+(sIVrap9- zzt{$pq5tsr{TlllD~Ix(S?}ExQ&jv+zwyYJOq5F?t3$(xJvc60QJo)IYC;5TbU67c z+NWlcIBGxfX=u34viZgnK`g`9RIEK1AdRViKZvV9!5b)-!t5QIPuxZ`I>l1JemiqK zo-jLeRT@{a<&P7`=C2}#C36B6?cT>UJla%XmdbDG@2c5u6w9keN@XskIFyi(Sn_>& zY6iiDuRnjT@xB9;eh}XU>}2XDQ8E3-ZoS{-qiy;P5UJe_iKKXk<@!G#I3LP8RjiK5 zM8P?8hYjoeYw)@FrU{%&|oSKH*(#fKBzQ!?{vARP%-Kh*wcyC*8UHTO6I;XXx za%pP%mkdzxur{r>Pru1TxzK@tn5Qh#vXsqudwQZ@utBi}Z2SM9Xz6dgs+YNG`RRy% z&sLd*DmqgwBFf-rWJ&j{rmbjmqaoV4nxiZ7>sClgico1HB|o_=|;jMsL0hp-y8{|iYs zUfkrDG4fyULL-O6O;(^P4-ZATXD3F)k%AGz#)f#@9QfsF%93w15J74WigP+TDoVgc z&bz@}&K&^HxHWnDR}yWny(B21y{yp`{4)ZA<>vPetyakwUd;e68k%Eb9+CAZ%z4n8s= zX-Q!A6YJLtUR@Bf3NCKW>e`+nzJ2=!w@3(}?Vw_O7QJd|Vd1tB!BG#!0@YN^Msn-s zMS#*4V(;=O!3`8sE{Z7XxE{R^@f=Mbx0=;CegP)Z;4&|@?+*4o;en$S$D3@4_P7t4 zyk^6$LKvbN2QtX5v{Wj-K_484uKcW+!HEMKalJ6iD~&Hr+{N{c!XZ1i|XCdJx_VKGt~#*y$1&wfRE z0) zF3o3pctuWY|3g|_p9EGQ(=+yd`-SI8jzXA+#~lYP{@OawPaN4EN2;Cqh>+T z%X%VXy5~aWtM(^@#s9Fh{u(E0_q--j#>x`dy4^;i)s9JdS|fC;lWq7Lv%YclMSi>S zwqJ%0Qik_~;G+c(%^j`b7w;mgsc1I?T6N9I`?`qucb3cw7ai2Ryyqr(80gITYlz|; zO+w+gD-%+tGUyGI2J6P~T*p2(Fa=`KF`tzo2BK6H@1=TL5+qSzG!C^T=CQ@@k%QkY z)O5H-YGVt{l#%fbDqM8-FT|QE5Rr%1YcgjzCC>hIE;s6O2^{!fOZ4?EW^Z%`&lFxU z-ANwxa^*T*K8omAmss?=vD|&##-xOZ0m>ea7=JhweHevjSsuD&xe@O;=1jD+UY?`a zo>^2|9Rfeyx;PX5efhM?oS4G#ZP6PS^Gi;8Dbjfz;*DUxh4(YNT})G93+pl7uUL_u z5e1WS!N#3A?kR%=>`@T(scLRTZ}n4mq_;Qt&Al^P(EF9q1wvSObAz44h=F#(>Qx+iLYcT(=wW`$9CJ5_gVrdREE!8RIU z>+uHvY}VwY^1O(WF?v7MXo0Xbln~Ih)JgnyZdnl&GDiUP4HQPb>}OIXVQS{HZ~y(< zHQ>(h;3UID8`h`CksJE>8;JhQX>IdOIKcl(#jWXFbZ^GU;DBeC0U;a&6r}ly*I+FS~)Laad&JOgm37cESDD6tJ~4Hr|4Z za4v9-OSzQ1@sT5QoJ|u7GXgJ}r^@cip2SKBBRRN-!`S3}!e4OHUmUpY-xzvkh$@hq zyCd$G5_)h;Q_T{I$8%iQP=wdJM`>Trpt1V!hC-sLT0_=0qY`L3CE0QL#-(!l4!lzFcQWu8h#x-uwq_}bZE@N_|in6xxesiry4xJ;G9Mq&-F<}}e!0q@ceBasL zGXa!{WWbvV@Y%c0`A8=fl{J?ndqz-U$2^9_`$$H<%~+XpP$>c4W@h*;yOE#bIGopr z_GP?vIp?ss6}YKGw6SHK{oD(}WqDlSArfScv0;pjKT1m(b8>R*oSeEwY<3rN^7AQ+ z7OEE92#@t$930j`6zp~=U1@pkZ!TfWr#XaXF*;Lty^}(6>Q8T};@`$gO054B2h_*H zqVi*Cj^Kgu48R!&0n+)8OmJKMY8fEWdQF*nj} zOw2u_aQoHiL7bC%dHf@oLv3Yp2E^R_oMbVCbBLyYY>{D`Y}^OQKcPdW3i904{R`=Q z`yHR9gunlRw-~!L1B{`bmG;Mu#RkDJie$TFyo3qik?uCMTH3bjYsJD7$ae3a-7A3zD5-GEnx4|dp7y&4Ux0swvuGzrCxB}Mcy{*Wnm#{)Hb;vW7T-GH8Z$IZB0)`-)KUcPEMH)M| zt<2}F-3a44lAvW?6D?6>4*anjr>tE;#`Kben(4`GvC`<&EAGy@AQd7Gre`*&R0JJj z;t4O>ss=%owZCpQre%KxmXazR%4Nko%j5fv>x1s1)t6F_%NMZm2wIrq(v~WO&wEIR zCSx8MxG)8Jt6B6cWnQATuszE5o(sMFgLV;!`0d%kT9{)Y&lBdJE7rV!y;aDJ{atgXm;H@{ z&|+@BlbXabNH2S3kWA)ILBQ$jHFAlEI)<)zw84#6UY%2!YD@HrjQ`>f>p`2L2VNI1 zv|FFkrn(vD&Dy{H?^ShpgdkIgy(Y>{kPd+Q-BliU&G+ApFR$?JI4gb-Bsn7uQDB#*p)Xaa!MRY zBejf;JdI$y_QrQ!x#^vH_ww|`4umG4_9}mkI+te%P5K|6t~x5}_iHZQy&zrEpmcY4 zBLaeScc*lBD%}VOC=G(Zmk#L;QMyCA@qPC9$9s;)<3U`P&pvVQ%-or_VGpl_4NPcphEw{ABYX8iZK ze9%eGu7fpF^D6D<0AUUzHg`ILRL78N1Dp4O9@A<~Qj=q)b9r5TR%l6CBcEqVJ%j5| zXdbZG&9-A>ZG@M@xm+tkD2Lu`2T8x>KdSEVmN+;QFJ}dV#>tD<$k_mr>Z8!MqlE*M@A#0YFBM z(UI7^7gFD|9!KUk#FaS7-Fb9dK!T3UcnIwg`I|nRoCv#WyJnw{@N3hPIj|Qw$05{T z{j@Y<_-evPLj$Iig1PDy1l}`K1wC?tBzr;73qgqt3i4+*oYTX?5CB5x;pw@)wzcs!2jFks(%-~S2R{AZ(Duk15;jPq-P^vGeHZ7gVfVO33bcIS**%UG2@vM`VZce zuFB>bUyd{uNq&~!M?EBR+z<9FZzeG!ANEa0CE_h&b-2#H;Uy>_Fbl=;oufP|vn^5@6r<523g1*|$)RbRJX z9EHSvI;^NG4AT@8PRc7r#q|se>Tnf3GanP$2(>fLB1_D7c9!##3|RuP zVOl*yQ4nXTEB@rI>R|yM`DMSmoA*|A4!>F}RYOL%Tnfn4;^8FDXb9^^Xb0PQU%yFO zWZo|?q`H@0h8{`NhBm2{S3q!OX3oKAPDp!;>eb=XFl?|^9tah#PpOIt!tvf~0i(J3 z_l;&fPnijOSIBm;DCZ}@@ETxI>v36wW?=GVlK>5d~-&_CNvW=DN3_ zXeo(>UgkC%8x|JxF2hD>RvOAY@`ct_l1Wx@?$YBO)k-$;p=^Jh8M>W8wU{@XpAc`U zJ~0^%ZjcnF+E@1r(+=7$(g>xPU%$T^g9&sjk9T-c+0Z>lF2}g{<>k#4`RR8>7M5=e zs94!!OOb`N+t`z|l(|CnLcmZ+(@k;{NFMd!7zh&^TEyIwd?2Hn_I-Cx!pTa>TD? zLeh!Ycto5sOP2VKj*o4fsRUnpdUzD-82r0?XCVSIOzr~ChZ!Lb%ZM zxEdmDIFdap!nf#CEaJ^S7yAVL4j*})6q}J42U19$14eqmzPV`mw<;+3A-ibnh@G6% z+|qF>Y8v5AAOd-MNsP-sM6HVPLW0v32)W03j5ijcO2UHr;*(jAK zbw+U&iEwuB$KB70`!g!^yZJZ0a&ThM-X3dfjjV2FaE}Xw!GK`Endg-$e}b=d{v!r+ zL5B${t5zBoeNHw(9!&E+Ej>Mbz|ATQo{pupF8I(q=Q!cPW<()Isu@>OX-mB7GAw2& zb@ZrleqY}As+V!P;Qo9-b4DiNg>tXfJt!#!AGPmut05WOO79(&VHV`{oas98`Khnj zJL01Sf?{h7$%($xMK->YXPlJ2&?9qRoSPq8FPLW3`R)!Bea>c^F)B2S4vLt*^d%F1 z8M|}%U7euTRR3!370VAhZUT3I!ssL9B-EKTj= zDFCr^b!jQ(a^{E|Lb@qWi~u2q{k^xE8a5D}SZMA5F(Kc#F3@7t2Hd$t-FyeRby+-v zf5!nWV+`WMGoa=w3z^;Pm$Wd6x_*Oi>-DhQ zu-J)k{d~5U41-)@RaTyHPPas_3CHc5y~6XCU-#*}WocNxI54u2$d^nP71dMdN1SO? zd1&z5sO^O#V>Wu`rR(0%`nxi)tgii@(On5y8={s|G-KF&n-eflA+V9Hncn61T8TxN z;v*S_mSoK=?Kcj}u$OioUYNmr#G(n3Gv-2dhDI#=S~TA|&=UHOkk3^1Y!2ik3d1#j z{29K@QM1XGi->zt9FMrrFg)>*``%?u97;ov9)~}?4i&w+Q$Z@$Bs1l>%<1xz*%sXCP zg<`y}CEdO2!C-GB*}YQ_x+f@UGxpskY#uxFGt6R6MONl4wtTIUjcj-Px=G92A8CNk zR1?aCZo^{l)s}Frkx-Gs$(q%4hDrRy?o0cRBmc?|fyF4389fF~Ql9++s{mN^f0<$H zbRTIQ9-xTiHp!(KHOd@V_VF6Di{ag35QlpM<O_JeJG z#Dfl`mW5SSKOJ?Z`Vt1W#;_YhX-N?Vn*Oiw@pG?bG9mqm&#H2wUnJ$?$w%<8blA++xgtNOyoI6& zjkhXJ*f4cpuI3zCap|VsPgkuIGg2}PoaQ6TYVLeD81RI1-_Cqe zCD{~4iulR7*c-5ECvW~KsM_Z~Wn};e#m<15j1oA-knu17p}IJz`d0rXr|yiLfPkC9 zf^=$X$5tIwU$F52xvKz>7~=!lR@bMih0R_Z@xJThl_IUmzd#IWdiuMgn)LKo!NP3D zdIwXei3nPNvK{^1l#rA;%CIL&w?x)Q3h~l_;=dP#%|Eb63ELIWdmW7`#MhU#YF`#> z)9M?~EX^MC4>YKpEK3^+3ZTbMMEQ+)QxU#^FOtKG9h6oGAilJFWfKD7wM5_38?D!X zMvPA*H@%CE3m z{g28^w)-i>m8TLWKGdZt-5eE78W*<}l~&dkD9B10E#IJFY^g8n=mkRa)-j1c6xbph z%Nz($^(Ot|Q_B}YtI@T;=l{gPmyd;P9@Xx5Wf$;p+@kj9FAzEQzos8mVl)WW_`<@*5?^b2#%KeH%x zGSQhX%wKSHrG&-)X7kvSP*Nd_IzkF25RxY3bqsivScM%(XGb)#%w8_L=*MeiY$>=WRF07h*d`M8igHQXWE8;ynIR&^#aDT?T;N4>9JEinZzF-2Y2>T^?ZD5AO?)LD zhj8%lgf}+wKnT{C8x3k~Z#Gq4itx>TIs2vaJN7>f68!qjN!=CO$En0uZ>G$1TqO`l z%h2gj?34L~2~C+znVyRlcRKEcN1sUAv)fbJc~AoCAgc*R(JC==#;2%2_IBxq0F*E~ z2u|qYd}!sJNO^y)8LVVd+CqA`5^{#h(VwU6<-r8eBTneovrOv&= zn;0&{Y)HBk7cshMfowqRqasdtQsX4F&T)G zeF?$an>C1jDa|2J9U7>@2nvO~ht>9FG=Xx0AddWwZpY2dB=LbrEV5cK>;|}FOy|x! zhSzO-w1AMIVIJlZ8V927&>ZJZlA!yUf?BIF(#Gayv(+}wR#1nWf#f9awq3xKB`&=8 z$8rNn47Wo=s3%?j0%7sG)xQz!H@|mvQB8 z*@XW~c5u?FS?)z!SrQkjQ$$>xjFBsgkSmkbGi?2kNB#wz>rfraFK!3VW#Spx&!WD( z=DD{5-}^b8|10p2(uC55;M>&fNr-+4@zV(l1_j>rG9~U?%5Tz2YPmC}JxX2T-1|5` z$KtwaZ-S_x+wq!Pk&!;k_?5>`@*}3a>AiLe(#%Zqj#2oIOpcNcO5t}mW1*?e>Pw;% zH~&?9Qd#z4|JHfW0vmVG4sWV?*RlcTmHHDYglmDQKJGjUn?g!SDV90G%g&Ak0O*vk zy%T?W2jt3|KmgUqk)NSNFLt|zFh9V3_ z;7YTjfcp-nl#~>QfI#%nkOH}=U%IOdwsA@O-1AqSD7mDN=D?Hf+J_oR zh1R(WBmP)AF3xbXBGo*B44L7i@agTfECiJ!(`=>R#h4!6*loN!brN)t7n~vR@btK- zcZEJbV#F+_8>0AXgKz>lhuqRux+lv+sYmoD8oLf#FSqD~SI9<%G(x>TjP-tf(;zG&D|82Z?5w*2QTrJfz$xtLphyzCX96FH2?ufYecLV92MPr21nunR-!WHSm(o?6 ze7WhoLV}CG(mFT@`X5*v@{<%z#lMs|dYo{ls3E)7I(i<2iAwLCShQ5-zS@A$_>or^ za?qH2p)27mda^XQnQcUv2?@mdUtytj?qQ#|_G>l$#2b!sgd`VjI zf=fplZ1_4eUueeABg2T?aWx@bHD6pc*YQARwkbWecyjN~$VEf0O4xisDl^dV2lMpB zYD`Z2?#_-C5P)Z4$MrYARfbb;$v&G5pJ!ra?FDpaaCt!>Y1P|rky1tffdVYv^KgD0 zoM6rV1psu!<54x=9?7`9>H3!dlEG#KQxw9twk*mST=dB%tn)mHU}bW(Q9DuB{oFT~ z{jyI|Y(y)o^nzK=T~9>(zkObgi{2Q*iW8s9Dfy|%$>107ec-@)wR%GSK_Z7EOh!w2 zL?Y)Phq)~O>*l{W^*EUsTQ4*ekjeyIDvKNL9UtiJsw#VNK17Xqf^=Jpc1fo+^fPkkCHd`<~TU`boNM0yVxvra#*rhOP>4Zc#Xzwk{U6|1mAs{*Nby} z4tjyU`)BNC0k@yjLUkeFsT3Acb8jvY0jLmM_e2e&d3kw64O5#AOZ7-UKfdY(4+9gz z#KHm+qIyALl>k~!Y%uJ@cgml?+Sb`g850we+ka-|C=vuV=jWiV^AXltQ1~XUubch? zkz4U!|A0}=&gXl3HiJggqN0J6^_~a}*P}(wX4NylwrpY#8Lz-<{K}`4oT~8fpKA^R zPe00*n8KG>7rwD|9lA@r0L1(JUB%|j!*)p4PGtfkSVBV1K%8KLfs3sv@`8y$*eu(@Jvg`6 z3|l9wUwe;7sxV$tdig3h0Q+JP(Xj7@L<sN>#Q1su%$I6J9 z3Q>LM65GJZm;_UG#;l8(sRhw+239-{hy*2zG$R6){9Bh{_WXYJ_H&=SH+dEl>eAm6 zm}q4f-;j_U_=@_N_wiMqRzCUK(@5B+!O5*mnzKJ_4GQ>K{R?O5*?2nTC5wgJcAW~YOc)aNk67At}bIzfmzm-`7IJ}bBQ>kyr^yF zq~X{5OyRG|auKvP3f%kOxjak0bCS~}g>ugEB}wVoK!nKJHM}EzWoW_@pqHxKj<8qJ z2>;a+eT|XlBbmEv|E+^aR8-UlWXKk2FllIL1h2Mx=U7D%qDL%=wY_uhAe5GtUTk(G z3%tnrLrq7A$olqcpE7$#-)%k_pM!+4F%>q2P&gs0?iwi2u52A*M8mv)E>l?l(2cKqB*-WV9V|9h2vZ_6RQa<%@Ni#D@2?=40w{q z4k8#2MX7Ce8cpz+ECjd6`52-?J%5d=*nk%1ZKFPx)#;18MdEp6{X6A`!nx@RF~@(V zoKE4b51VFHX|;PMjSKD#ZpGwUMU_7YLE}ZV`>4R6`yn4=d^|#{GDMBjW*go8$Z=>L z5rISGKQ+c~N&ImSu4(bulxIyk3;lcX`wX?}R!3-lUfjB5S?}o|f~T*)CCoF+9+Gu% zyM>f%ULpHOax8L(UoH)QWPDO∋*nI;;zP@~hefL6M?y=3stNd^34y9$c_ge?fr; z@<5T+&U_Tq)CPc#CK#Nn;0%q>Tx=ia;L2ZWvs#q;won32O!-9e?%^~>)uIC!ly`2N zrKrLeYtgM0O(%8fiA~MJ2Zam42R1c-kped3CJ@yB%eizGo3<`rn^ph#Gr1ejO(6`P z8XsfIVCLkqzKy$%Z*{6=ugR|z%0M6GFd^;f`$uxrBR1DH&I|sWsSg_*cM?`T7g*w zIVhmn-=V3Gs?c_MlnEUj2ho^GLj4`P4?d?1K8=qEdH~#?#iYLp2I~p7vL*90*6&$Z z)Oqw~DM$$s^`kK%lRaj#wk(@pq17%7N4W?>Ic*6~XhGHDMNGFpwdVJd@q3>L5Hbr< z1#jWS?%RPAHj=b!qWayluZk{4UAQp`mEze0M!PVsOkPXJkb5^ho6jxQ2Ru7(YdH zgBL4E0!teTYEQjJ8$9q4Yz?pY=h7%r_hm8TqWfx8UTGwdu&*AoQ1=nP?(YdGgWHS$ zhS!hE6w8%^r7#+UK*1z!{}aOTMOHx$e&eNOg^-q`Ddz60G5G#nRbtZrG7GpY{nF`n z`bw4n1*ZIK^1B9a75Vw-<# zCky*+Qk0g}W^Bgt@}*scwPoixa4 zPo~jR%Ygzfh67KD(_vouOVz#E^kWsj_HY~y+-KqmL1pf#iun?A83a^c1wqCaAtiP? z6x>PkP-0qHEy-dWRK*G7JQl(eV!FRtJ z+7~fGy{lcwYhcqSm20=(^8SqO+`7E*zy)iQ&-cLl1pDRcVdjnv*-Ss^?F%)C-_G+n zE{D%my@i2};RMC{ zHa#_2T%HZY&w;p)G=Z|F2EoRXI|ehj=G76iu|>I7)jhQ|c?7n736eyg%-@^WAk0&) zL|!}RD)0Kbu;a35gI|bbOM(#^aT1N&AdL?G+Mq<<=)pq#08g%E4Q+Akm#^J+@G0Z} zzRREkZrS3ZPuH>LN%v>s7te}1yzjk~@OZ*AVds-KyDx;!Lb1YTy0Q3wncUw1e0ma8 z*s-zbboBHzw6tK`S7%HwEJUT?T_k!~SRev-g7~ihRDjtFgx+23zGPrP2BYbpKXJoK zUZ|`o7-Q9)_yb&83YpN~wK#cx3A8qCr!i|YvB$Xa#xAn)rL5m6`(7?-e%p@;5#Wjy zfm42IUF%IO`|~21@8`&8a_qBDgt0}EyS@It(2qiziFO)|#SlebG$*@cysmxq$N(8e zwl17JI3@$l;MRCze%_&I<7$mbC!afNtxBl-?zrcO3vzCzZzmW>{rjow5w;8XD5}1E z>FK!n9fyE|E$|}{sF59Ipii!_^ep85*|GFt=3 zDcyyT<~HoD*DBuHaq+OX+?wO-#m{CL`Wd}s!s2ior z8&z$f9|Bdd6^!A4XMgp|(&OnTdzZsis~(#i&~c0lpNfQshYM6&`}h#^|8hb2?RWS} z1kA4z?Y?{W&h^iSn{|MQSW<+BV+3^jeD;CfS5a8l)`zrr@IRU%LpnLN>F_S5{QCS- z@uOPxnF6^>_7LPWqgBEU$P|^xCEI=PM~rou0!)($$w-4o3i4)R+P%x~BGev-95=Uy z)8a=2H^l(yk{BB+1&|XUh)@}1VPPRw|4<;{3J*wQL2w&@_lMZn*tqt0y%#nL491*Y z1}VJP8YaYg0cn3c?+yymja22=-2mlsHWeYmME>P5qv`{SfRuuQi3%gTCQ`dAnfjP+ z$w61`<8=(~*mYAa4{}RNk3g=I>krrSYVrPgKL4m$g>+&E2&Bi2j&>5~-tl9)eI=kG zw&+JhDjZOgqH1sTok?lI9uQoJ!D+pbQRv_EqPMRkJNvXJ`rHG~y}f4GqXzsd)$8^n zE)n3>qM)oS{o#WsYz$ol%+AGsUD)^dU&9J6yIBv1g|9}iQrczhKR6g70Q=0;@`NlK z5`&&Ez)!z{m`EvVcl8Lq88Jj67#8h&_OM)UiIMNSLo%>U!8v>SB&VqtjW{lMsFPrq ztecM5k&o=iAyG9isks|)G~udsP5{nz8Z2~|@2|c8`>qyXBFCw*^L>95`>eIW_##}F?j&0D~BRCRpLU9G(ZVYL&c1w_+HqwS1^$0 z;z&*Jh6zXHFQlip_YB}?C1qtupiy1?;miHC>)B6k;dH411vK_`OLgGzGe2H#f&>Hl zmGa+B&_C;odjJ%`p5ZNk*r-$Vkl%?1J_@||Kjwv15pzsnM4OWPB8h~YT*l0dcJr{D z%VFE}1t}hC%zKO)B?RAa^3+M{^a9s{f`V6|Z0w+gknp}J$(NssKbAOra43{`slXt& zbTfWfx{>Zndeitr;8TLNYcT3cQs91lH29v*WP;_zO?zf5eH32)}pb_X9AlLt|q|COnD9cOq2cf#d*R$mDm<-_Lyi zZE!;TU%cZ=^Lp8*_fpo@jH#)qqvQW}_`AC2Yu*8z#H8tcogQXgW_#3`PD?^=F(MDe zH@VZrc#pSfoDU|?cMTd|%MHjLa()5_*BK@fy&?)7FM+YLR7sd5nY2n6vZI?f1%-}O zl@(F*#LA4DdrjIp^UrFeJJ*VbO6W)(N$JeKTeaO;)zK9>8Qpz1S zu}v5jA}LrV{WlWj7iBsroM?J(=- zpVc5@QIEc{H5oDHJz8G8C(EYsgUJmpH`Z;inn1t$ril7#Rr#Eq>%lB@dV0D*hHOsC z*$>Y{U2P_TcVy3ywG??uSG@&bR*=+Wzp#N5bc+B)#*-j83Di)Jn^gZG5J2B9VzC16 zi`}Bu#em4o<`pMtAR~aq+xHC&m|Y#rS?#|4_C6uUsST}V)hnm>+O=Ono@%3)9yJjS zslQ~>rJm@euA$&apg>q?Mg)`K7?(r?#^jT9E~!lLS%_8KkA4!SRpa3bN_BeEGoo2X zQ3cdB8aht+LfhG+SCM{;znpbINXC7;Hj|+!O26etTldv|6GyULp?#Z1QSNL`R-`wB z#9t$CKdDHxc)fh1AeoPgJ;^iTomYEX6MuV!y~QEypL5OJ^o(} z@7757JRQQ7K&QyTh~oCSGtBls!+q+je9xEV;`*YUz86-QI4jM@4&6gOU#oLD0!Drs zkqKH^TCOkFncFxx$oTsUo0*v<=ZfHAcmXIwuhpe!>~Pyn5FH(TG;!F1D?BPHCou~A zmiGcZB045U(#xw^+0k11jGfS?(ndBe?C3*dh}_wYHSQ;pxWDN(dsvMtMuL%kdA}aF z;U14eyblJofO4U5PBQa#m|D_?(O|M+dVFCYstuNeY=pmc@q^I)szDd)ZJHXOv(%n6 ztawC}j^qcY?5`?r4~V&5luD8kpqJ%)J*aqmEB;e+B^*bkh#1V-?AQNXS0PXye}dJ# zgXqaZanLCi^2>4wHv+{>uf+RM#UofRSd;x~@VdMc@vm_U);r*;n*e@1n&;a=@%pwz zurU&~n~tZbGg5p2{1eTmWb< z_%nCHe_3)vQkFv_svP^_*y+VzQdgGbVssoloBE6}J#c84#qqjLxuB<2weRK&beXch zK&!2em>^j4hY*OQX7|u=G~nn9eV{s8Xa@p3sWuw8is6$k$*LL5La|9(g8Ruxs2X1X zUB?nRy1W)``lj`+=R{Bvu7ctn9wykGPHu=2nxOcTrlrY#XLLcIA8&AYcPd3r6kb}P z5$((KC23)aZCCvR8l)@Fx4FMN45j9zz#Y-PU>AVHm)8cbBjVdl1pY_v04-`Xs3c$f z34C}3+i^TRJZr#1<-e2F_9Z?PNUitj`}SSOJHht2$a7seG2i*gcsq>`rOTJz>v!`6 z|Fwo{9O-X3lj_5lD!Z_V zZ$HE}81v@Qwt0v!57P_Vq}JUm_+v+;e_nJMZ4&7O#VfhIt%)Y_r44y}xHaI1YT!4u zz;$M*-eK|jg(_FkyiMMU$u@i}!{);0@50Qdww7(Nu%$rW}k~fwk6B($a9mM!bOE8fa#IuY63hE6j=U zi-ScMOI@99@;cIK>-Bh}-$^XW>rfdMNgu<^sCT>{X7g>`45OJ1#UVC+%OCZHbNrIq z`=*0;Fnn4Mx|RQX@s}pW*SQqyYo+Jfmu}>*y^HAJQyw4i@=E!gkGGYdXYFc8%G6!v zUHy0Yug6JGjwdY!uBo36JZ6#|Kt6d`h+^REs zwif}Jv?c+_%lBGq`fu6JyP_zffZ=Hub&O1K$m<1sJ^^KGcO0RbaON~*q_t{RhtsIc z%37nu8#Wb9ouxch1R44?hk^{oFz&Yc9{aVjd98sfvQ^?vwp{tmcMt$x=s z?r{V82!_uac*V%1BfJE(QoOX!(n}5jh+XC%<$t}IsPWE8#SCM12~;`vr*%P-naOBK(Fl*$&A#Lvzae5cL&nLGXE+v* z+;(4&`y_DMjW*I*(O5p?5>SLIbRbW;YfH>r_AT(vdjn5W4m@%e=^*)kiwpJv>;qy5 znS1XTp2*TLzt@RH@d@*lVFqg?nvFl;zYJ4Cj2gkUkY(hhf2EO7|L|Lu{Hp~$LpZIE z4fK3Tv2edG+6~I_J7uzPEMFdibP0!g zUlX{lZuNv+SFqqCfh!=8(fs;l*ibv@VB#RcZrn)@;Sdoy(o*^bJY`MBvUy>6Yh+Xu zXV7ziO_Kp^)2J=%t5(R(F5WC@?sC(0(&0GappgcX5Z^!K)2yDM6ehAv-G zb;7Du(IZl2h0wf|zB$ z=iz3|59NG{AL)Jb`p+NAn5F9vhSs!%g9i>y^;iiw){Y|HpIRVN3pXMb0B66-A+WLD zUru|28}%h@v?oU>Zk^4FAdnj?D4}_3dO8$VVn5uR@^9nspPmj*mnol3$y3#-sr4sHPEuZK!a4K1YJMEwW)z$UUBUoKF!3;3SXJ>M^MZ2*j-40p@A)sqL z=K}h|V4O;V=Qon@q>58qbaIL*xFo^1E@)=bvP_wT6RnAVC1`{Wm&zxuGvyPK9wFb0 zFHM@p+yU~1&p55dh=i6xPA8RW7)(b(g$5_m7ZcL+s5juLkfC(hz>_N)QIPNr0x64f zIHUtxg!W@jPzFMY!Y8y8qW|Q-WJW=0lGz}sObF=p=EMsn-yHjylzW%7Z&xJ9Ye6P4 zlOUp$Sk?Xg%6&2(wM1KZ5)U3uB|LQm3SDpTFU%c%DgWzF(wpJxKNu;6K`RurbG_mm zrCTNI>nrHz??1J&5(gF%;J$@VTEhU2k*Bio&Dc4c8PJUla1dEpSs$PqQ;pFf2d5Rx zl&?STMMFo&g0|b_b+ytkJ0X(*D+;|ACZj!1hQW;`Mk2bYVU)(f)@M{4PcWJR7f^e+ z_JPD-h*?x4;s?DxlW>nyR!do36q1bu! zn5~Vjmmss@$*XAbd(D$}N3BdrfGk_-eQ)NTwLkf`wmhvZ4IriJGRjyN!vr;2aSUWn zie5w)Sx=K&sF=+++^@wG89ODrFf{oS3)&oyR$6dSu*o@o-lXK^feX{8m$}7se&7Ol z0!{w;G9)E=`Js1+Ilka8 zutP6kMzOILe}|(g`k*b(H!B=pATDgyg87NeO9y<@SOP_rcRlM_W>+CI5*Lzc&M{{2 zb)o2F*nOHDWOHEn<)6H|cac9k;Fr5Kw=8ANQ>{5w#ELhmo-*IzI{y_$0IkmZnXcKtUGDS#*us? zjENY^OpDD)pyw7SPKLKVP zdPVk^Xql|-?>BKy<#VaC&x}0AbHj3dpJk;r2LtXB&oyu{gZ78))cDPAg#Ae}wpG*A zNJmz1Daq`(s|(-Q+yn(ZZ#BD`Ig?yJMd=^;Q~tR~vBN|r&5MOYj2z+kH5kC%&@f!G zxTcP9*6~j)bmM81&*c0wO>v4`P5)2@axnytM`u%D&_dn*_&Jc1^e@fzW6eIgeT}9)UJCB`h>tF|-;V!TRAT&R+sC_> zAnV8X<@U+EKsmgeim5x`&Q2!1qWEaJqhCH}I#}}0#4xZ8S^q;`*ic?hJQquA@deHHW) zGtPSykp*4wQ6TGw6S>pVl~(Ot9d+WU@AXk3>uuIf5A%@726Kkul8JCqUw$G)&;HEW zXEq-s^gvLTZWQkY*uk~mOV&YC!#a<1yLTVoIjuK}$qifpG;y?|UY^po&oqlM-v{1( zXS5qAH)20LT+{IJ5v{a14+17`bdT~kdQM_xdD9DhcP)W4e=CfcC07E<`imzT2V7ar zYRtU#PSesI#==0-V$!|Fqxu2g9-nKJ1jrGVR+w(wZKFct@=)oH+9I}%NC`p9pB`3F zCRP73f!{X!dnSGl%VAx{%^Mf_ z$p1EcFuX8)Th3Fxl{O{I`sCmO$TO3@M0f0jg#}oPxOD< zkRGji|KaWM5TX#f+aiFS-v2<42pbfE&D`ip2gf%6GhexcrOpq+4Z8j$yyav|6MJe1 zwh=LVR$1T237Rjyyqkz%(>r)3Q{}ddS}mwd!QirHG`9%O`_|4FU(8CCD~RCaFHn-U zpP8ZlGa*cE^8+jNxj0SB`aaEeQqe(+*#3iGPyf~k3cKrr=nwp5EOy34@V{wkYty7C za5(=K0q<(U$+yWM0k%khNCP*nUqM}cQ26vm?`+t}Gj0nr_$ z&l=qPvGwuA4&5{(2*`usZ1-Y{c9A7F!*_-vP%-B}FN zKxd-}X?L)INcd9!l5=Uzz0zu8--uWHY>t-g1vm)C_}xk3g&Cy>`0M)qB{Lz0ph&-^ z8Z$V`X+@9dmD6=B0q&vf#Qq#7l=XKt>u7o5{o$=ol<#9+v^oX=S@>eDDFT=xO9X>^ z>p+UtC;P%EyuO|b5FGj)JK6SMB>^S>JMh8L!omW$@Dm78Ty#GG8D+S16gCYT+o%Vd zhzL1YXT{d3rNCu&4LHB{0*6Sn5D5slnP6HZAlv2pMnXa&siG1uy{XS;)l&K2J0{V- zuLM7H(?Xw}u5l=vqY-3KV=&=uNO@FC@?_H!Tt(`PHNIUWZF4ts%PwI|Pc887eV$jL z#!9DV62Wcku1Fi;x)z(ypNe_ted~+h;F;P&hY|aklE29cUS9(y*D1u}0n3*(?{EK2 zpW6@dy*?9;+Hna37hUXw5u+rsQ&isy%xMWu8&XtMXi11;ytU7O&-JI>ah)GPpbFfG z`+<{f2>3_|f;sUAz{wg1tE_=$iDobcauOV>J}7bR_Mn81R-!^aN=o~`S^UN>jV9^?aE`iWv9hpm3ns1a?x-iE zm~*sYb#@&`$=eGjF!-{fFS`s0K1qaQihAQ@H-$KyHD&Y7PFmhGM>~>xjb?KR$74eg z83kqRyBfqWjfk`FMK?#3r663u=w> zhH`UaPq1&knpuu2g~~95B%j`UkG>3JyIBWPB2XVS^yct6_5hvMt5{%1EB$TZrI66_ zk&lN5&+H5>guXqSD+}Us!1M1yPoe4Tem;Hs|DgE)Cjp3 zx;46S;ASBQ9-pKoLJXTa&H_M=4!E`Ani?!uS65UltO&!`-k(_t$}cqt(TU2*taWTQ zRXn!QR@w`t&80O0{u5<(1Y$0;RNBcu!r{%4ujzLC+TK?(TID~PWHp^DV4)LP$3MyT znm|U9=9fGyfsjIGSn|e!0~(72){&&Yy?FLvdx|LQ)R`>y-%+l^(FMh^VPxoQHU5Lp z;=%m z5>-|ZVt^@aaIV7E(_iocre_=dYP>yfi)=~%1zy?D=GpQH zzjtwh8%dm9Y8?`FWH!u>*pQyH$vRpX?RMf;AB7?fQDFS}1Y$OCw~~yDtCoJTd(H#M z-)zSCw`hTXcRgD=WsSV_Rk&Jf^z0g1!EV-9g6&%Lf~S4fI0eQCR_mhK$e=1=tH(Q_ zp4crfIr8BC!m@OlRvX87PmtAje3PkmFNFMeuGzUT4}YKTG&ewpyhUu%ZBXSacv@RM zbUGQ#Dv=F%3#Z#LyNMo=H;m0LpC;TjG?KH<9O8g+^xwOHIQ^aRakaRmJy$bxbFj6X zxpLvC`T1XfBN8x9z~?Z2`5v@%o3M$pFI5Qyncz#{Fb^BP$;PUV@`fphfc13b)5FbX zNs?I4^V35e5Zo6`;O=4eKa9M>w1zM}RYLFLrmNrgHXY|?5`y_J87Nh?+rP12eI9*W z*K`m6+-G}Skb_e@=+mr9#@6qrQnCwzw|*d|Q#J*(y5UXr65zCFeN7V$dRVfH{x256 za>&@`sl#1#vp|rQMAMd&NqE)4H8Jiae6P>5^Y>jx#5yLVY0y5In|1jc&9mg> zZ{^&5~20?yH3g#+x*IHH%h`2pvOUe54pqattLzTE_4QsB}BwlN!k ze6#xCZfyN8C=nptGdz)wk**u##j4{8(%uh%c(C6t>QfXl#}PUD%-vDTc)NY^Qa9<) z)2~AQ*WtI3&5LB+h8%Bc+qQ>rdd~SZ@e2F3Xfoi&0 z9nX5DAKgUit&XDsdE^a#hN8uh5+>jw%_YS3Nm-04O8RE?)F{S@a1Lef3)MyN%dEio zQ`lJSXn{BtnAhwc&l6UCj~UGQ!}b5QkHFIYe-mJUQz3(~s2<+ln?NZx093`}LzV~- zm|PAF?PGw(r(=H+xGqH&7t_L8CYX7SUI)tj!SKYyAQ0zSdL4ZWdSX34KVQ_{zAy~f z_2r{NK94quGncA^1W-og`ZB*>eM^T&Yp;e*%1U^hrhglGEV3zF_w(5~W6T{sX8W^R ziVSK|a#Z!wSI0g=l<4GkYOJPh$7U>Rm#yaYkW%DFlCNpJhp%gW)vB5HO2pj2PH!NZWvn1wh)j~=7v@e z@Tlt2vEwB%(W!z_kG#b`jMP#?|KlduOi=!ZYyHuDQ8Mv=kKA6TzY~Cf8WJp31Qhsb zl>sIu!0dA=>>13)fF}x*27tCV3^s&(CVJ&3x-(JW>>BXZ5_zMf~~W*#m|U~M-}-a!gkN@ zILuBap(yYWnL}1{$SBi^hm=X8WU9FC2i6xn-Y;tJ+Tv6qcK-9*LAzCWrGhMxLm2=K zPLZUSLy<2c*R31pvck&KwZ^0}FEk~N<5wZGnM6jgS#C82dYt=Gar16{LA`n_G3-D~ zL35rt>QUqL#OVSh*UPFBg^>h#Fo6Qv2NMs4h!n{~Q(vC|%5$R6VWd^cHPgj)Unod3 zh%6b&55qC~xHz@qQWGflGe5{^{-<$@n%=9#6s42vFlky$kRpSKhJq&}GFJcd1+}vx z(MWZxNeulCS|U18S&4-+XJX(|0ze29#u9q}2IKc4lxQrY@(#WDo7~QU0F@0v#@enx zR`oQ}u)AauT(Y<#{hAW>GsQrFkExUi!o#FNd_)pzr;{)xNzX|3>|v1Sx}88dGfY=Q zJkUs+5=&jr<#Xlrf2_S_SX6D>{ylW(&|Lx|BAr8*ARs6rAWE0CbcuAARU%kW!wzoj?lI+9)&G?P_Yu`uX!` z=Zz88r`55bJeHvla7HgC?Jx57Y=b&FuK0J+6U;7UlllM(psOV0zRCk{ilGW6=VuXa_86Qt4KOE2bDntusE1|LMiD?;& zIOG4gUS#?$fa0&o-9|bov?v9zl?!ZLCZYEZI=d$PX@=<`vrmcm7LX_3!)a3Hz9IRH z-qiguFmeigu!KBW|Jo(ga+B26a8nyuzaMEJPz-xwzUAsBiSa=_rrXKhkfI$4<%i{h z&>nf~r_`9}GWlcqqchS`D`Ug-eMVojbyKDvt+gxK`v}jz{t_-?-k-8uC%{v;x!BSL z`X+BSUt#VoftzDDNQSY-cXR>gOjt||33T8nGp*)oA>H((GmkE#W_4ovG;0;Bg4X}s3I%%L6p9F!)-PBdkjDyp8g+K>;NLp0ps$taWH%531S zybbr%%4a%Q;@k}MEo0#e@7-5MNttQyChE#s0~SS%KY>NBK`7qF9$l-6Dzgf9%)nQm zFD{l4s<16>aV5RZx;#ZglcX(_msX&QNak>SmXWa>CI}29C>2u0gwO>c-8g)VGyEIP!F5g&eS{{~t zeFClm7U>669nI|8y47+*q9sZ1b0R(q4Hce#Dc%mr9~RU}gYjTSQE|Pu)$E3Teaqy$ zP1BR+ZbpPZ|5o|O-%X$rFxj1NfV`VEM1BMdLJl@|cAY1J2lkd1{#CWZam=!D_rBJn z1I1f$adE5r)XQ)nC|fG4`_&HWDE+mKv~4vc#&Hik{lZ7@4s4}_-%m3h0}?`umXuza zr@37BpG(Bz#8^MRarSG5HhCYGA1qwT8q_~XegRL^9E`N4T89UhPYapzno$U>o-7($ zo5Hq*C3Tr9cf{Js*+ynYml8c(DioG+AKP;aFLwy$apTuX`w}tzX!T1P+gRfMT=qo| zALGv8TWXmq@AM-sE#w_X`s}qH=78VTGLs#3z?Wl+GPi+T2~6~YKmNlK>n681*O{V& zX$e@5$a30vS@DoNK@6~Bm??!fD9@VLy&)iTF~yB1aMzFPS#i-tT0Ira{E0 z^~Z*bw^ls(s?Dq9Nnd54;7DkE8t|1u*@^=GUIgJIK3;-}sh(?7O_*X!#COu?wes}1 zGps!_!+TdR+XOa?o%SFgqz2v2&aMJ@AR*AKczxb56(q)^9!I4?7D^8z6~fn#g$^Zt zub8e!!r9QJ(rJ`SLe*?atkw`cU7kC%r%b1dW}K{Mxk)h+B^!E#{G}tR*vM?RxqbID z1(^c)MN9*@d_S}=sOnW-i9W%m_L8rTg+uJHsHmt`Ks<$@R4pJm4#I`Pt5nYE=u)ts z^?b30V8jTG>8O$6M&p?paZ%^Jv&uZ!K?*7RGhXX?_Qtc55GW}r&?xb;DLa!7%wc#< zHunUJxngLpmeFk0H2)=~V~p9K*0ymUZ1Ht$M6Xm>)=XypTzh#LA3>t1uYr4Uxf3Fk zg-$Jm$UdupX4T^gWWEfmK^%gaEUI#34)lmLpxA|4G@!b~pkw2qdg&MR{yJr(xLOp^ zW8Iy9VS&+T2zTmSYTqX!{9v%D>fa2NI+qCQx*JCgme#P;c*?3&jgI&`LY_ z?YWMWlsEwH-t}|AyFPO`BVr@{-=7dOy{RR4c8*lF&h~%7DSptrs&d#DQ%t0NPh^96 z%k0%%>e{NdW9{I${f|!H%Vj+aSBTV}SfOi$e!lnMK@X^Cq2L*vJv~Ses$-fw=2!T{ zrSqnnuNg|)RG)sAJPJl8lW+zT`ZOP>1s>FH!=3VLa$J6oX_PGrBLpZ_9k!KN$i*pf z;80_|%8K#QZ$;1wU15iN@ztm+)a9*iZIwgKgpBICtnqNGv+CIc zY(@Ktg(5!iV?B10n_p@$jw_el`S@l|vM)0&ZtLj|^ux$LSyn=%bvGvF>??t&0X3yZ znmF5%{#~I1RRk12?o+&wTt4u|jf|Ij{z4YKuENFiGH>4@i*z0Xxjc7!b1I9HW)!w` zw70XQsB1p>+VSp;oK>ey6meXA%od==iJxl8Ey(5D{|)YM)g89p@o|f z>yaP}Ns7SNG1YAMTv(&R@|+}y2X2m1-E>E_1Fu3$aB(dXl}Ab6Jo#%m#jQs?SbQN6xlvkT+t4o!Zu}TJeT|8)#r7`?7 z9R$Zx7JYC?%_1C)tnu~U(aR33cW_2W!q-<;%rbp<8wy)6(9shzGh@Ky)X06}88=^T zi?=DKc{wygL)D!6Cw|iW{0De+IRY}Bp_8fc)cYQJ6}*e+G$lNX>%axhA}krA)3Akf z$Bi~^{IJTd!0JdJV>+9o%k(ucd59;JL=M|vSkWrGA+X|LergIQOUwG=MV@y0P1(fj z(ZxlCZHHeZ5ClJ59b|i9qbtPABntPj(s->Sh&=oFq;Pr5k3*MHASyjcfGgBxCjE?5 zWwjpHe-p1ah7Ig-p&(Du)MjETeNXWh#1{*)I->PuL5(ct@KSSon6;Ia830M>A+ABj zR&Q_b(q~PXaBYs(tBER_loTvA+No^U%ktxE5-3B*oQ`g!tJoZn!4u?D2}qG}C=HONf~76U z1LWKJ)jT&&20BQn!Wys*wSf-8Qmx9YIjGZtNei$SK}<5S0)Q`4M_(Tot`SyWFOKpJ z+SpZPWd;$Xeu3|OBaBBV*5${$Wc^5R7)TetB56B-3;67P1MxuDN0q#qLim{?*SRtuW2!RHn$eN2x<^8YR^%y(p_U`^K_IyNDq5(9O* zeee4zaWeUfepdCrZBSfdnzZ!+rgi7#Q0kR1ddF6vm5KoMCNbdw0nkBvz}N7bJQKjZ zhzE#)`8%Jx$>CY)1Pud&uy4g3S4Wwlw$N7KJ z3nB=zjJ&oRynZj-R@t%;DEZ}Va;2}RAq^y8*9bl#*P!P)MHN9o^}iRF`dEimvjnGv|;$LD0GnT-PeDS9y&0526NAF$U4G$U)DtU4aR*q?9lJGFp1bWkLeK0OAE~0A3LO?;^f~cr{ry7V5+OoWo600TP)YOLLlXr|x{4{SI z_8Qj5rqI~K%6<8>@2_1d3&+o^Q@cl8cr$}+1ohCbZk7A_68f%)^Xc1F0nmus_l9Zv z;rsnKsKSoN0m^at#~rz2ibYfGGVD}Dlnx_y$0OS@<=Lsbk#KTr_cvegE9DZsb6T1A zq+S50T89jdBGUm_72SFA)3LWpC)M+&4nh1`xcvY z9-7}4eA}8_#Z7=)|E;c(OaiX6^9Nz<^*{T(?GWvex0J|1#Oe~k85EHzkQH)xcf^Oz zrx^{qj0ybdLOW_xtlgR`Bv(EqUo=|K@DcC(0m-yl)_68UkOp7&N2s}MdjWUV9`m?9 zbBEAYSWf{d6EsFfS(cj#jFO&gHS;O$pqI1nA--c1uUvyq89*= zl}}4W7-;vL;I=x;AK~Tb=-7>FvG4u3BqopipXH+ca+D;q0=bky6T-BrFI#ZSeuLozRgUpUSl*$o6&N(j0-0pF>nFRmXDVtfqA}~X`)5XL%?M- zTaP(q0~Yu*cEm&lY+FpyMS?RSuP zSZATh@lq-Bu5l;8qAg=W2KC*9kDXnOi4Sy*^o{qovkB8AO%G|g*12*UqHHa&5P4(Y zoE6`oF(={GNt%x4d_-u;`y1TjI$b4?KhL|Y&?4j&y|jGrP}NPv98lEiOXYCL1# zU1xl__Znu7P&NX1TcYj5P}M$QEZN^Ei2p!43{o%84tki$n3#4)Md@hhlz~Ucc`c2n z{EBt#<|2BZMZ^7lfF7SZiJotX7Vd7?Cd)lLQ_jy?qFzN>SK|+UChNhk zTGNCO++lezduUsav2HMm3kpK70s+;8%gf8$+}!W9iaJnJZd6ATOu55em8<$TxpedK z@)EKo_Wp6;oiSeirUB+vJn_Ek!Nl)+zOXs@UuNef2Wq{4gVgc(8;rWwUCp56FJ<@qEphvF6*Rd9-A+asjCnAFdHmrL4~Irca&Ms&P+ z{i(ZDmc5Ym*r+R77QGHNp=ygR6IG;;zh43ngE@-BYa;)E3I=)7*@v+Z3O2odo=s29|c$NMfy)9$^S5YMil#VjS z_tlR+N7~?D?*PCFA>0dQ2n;7{2Bejg#d=j&Are3dphYt3-19idmk1PE+e6=saG=<}A+Z0Kd0^aT>5C+f7#aN3a zrbBVOi?3&>oOXM!8k`O|3=YTIsHca?xe_Bs7iQPns4757pZ)iPp-NvFHW@;?Pm_ve zF4$}oj}uxte`uLKDS(ZWbFm5@;3B`$8-2f`G=nwa0n8OliqT+qg||56Ri;Y%&fGpO zdC9cn)k;i*?Jwy^3RY1t1ur8SfE9DdjvtCRFtN)FbmPuu`NT5nxb`#GxdG=z2UF$B zCYsHM%QR*M@HyXG_vAd2{(Q2_{4IQTZ6YTyythiIbfZMPUrW(#Mc{AR^zLIA)u+~h z1J5jAL2jZw;C`?;u(G(AZN2nnawcVF9o((hMMNmcBQXKuq~nMGCC$safZMmgUlRR} zG`qVgKuspDdB}w5j%IJBc>t8OO%|m<8zTbG(^C^W{gt9B;;}&KsaWt*#G@K%As|%N-M2DNF{j0{0T(ZXEqiLK(|nORG4f?r z3^5NGInzel&aJ2!g{rjRjU|Q zJ{@KXrT!c%(NG6>)y1XYKsPQC2pAoD;L;Zb$kd)mG+Z84l1mP z^Q+NW5ISn(#(lrS@2gU8C(Q=>%Flw)F%e;+`>ruPdN91qBmg%*IW5%8_y!Ch(QiPn zcx3xHB2F}34XC~y`mv=`wzghh?RvJLMjs2QSNO~pV_A9|;c2`f!&qQ=eo83mqdT}! zco>kQ+LQd6Zf`|N4nf@D<_`XihCUTlZ=25%gA}x}`6XdOkbU${b4juS=LSO1B&^CK z$kH4R7blFylXvoMAt=kjAB`-cVfvP>tW8B3l%FC`I)JY2rNsov{ZvWm&p2Fe<5C8V z_xDxe5_KofB8%RrrirjHOVZjx2%FU}x>zZ^28t>=(_A8mEC5^qKql)&3 zk`}sM)v(o+<~fsn*@w+z9~7_|JN_^TxKaKKC$GGVI;8m)_xd#A{7^Xw4<*01H>bVih-vs;}lwX8N+$ z8$bJ0@}Sq@`-f$;fk1IcavC>p9Oa<8^Q;$fG+vUaw^mH!x`` z^PqNBqu!xv+%wO2$Nkx$?Q(X)y)TjjD?3EACIl!Sf6+d>77E|qe`D^B1qeR0h}wvV z2td56OSjzJ*{M#C#eSEU$BGgday`!O^gms|X|;JVDog~djHvk!z*+oWiv1Q$gK+#< z@|h7kjP>K|QYjYFzXtR_^-lB)>3wy;3;g)TSf8_!_C)emplRNOI0!^>ZokdH3J-I6>`LA)`qS( zv@0a9xgyP7s!Tq=(u-L1TJ6Qt2c1vI#tR0a0+xeXDie7;V~c7_fJ2? z4AcsL+rxQ7U085b6zPlGph56hl(3Om%z?(D0~G09#x%uDfzU+1(gF{p%S3{V3*bT^ zhU|l>W*!ifp%THpU`!~p)Ytf^s30Y_3h`aFh=Uy!;tKvKh#Uorg{~IMZ+6yuR1VL| zMm}>r`5VPC?{1bIUAw#}O{+O3{yjWPi$f5v;091pP9fl* zWVp_Yaq*7ICne=JwSYxqC_TLYP^s(f;i@l28r6fy+GR48FkNn$&iT-G2p!;Tl=|`& zl9O`F8_J_c1qd^DZVDUKL16Q?H^yLOl!!uC=)-z%&cx+)2!|AM^(x z6^3rVY)A0vIWHQqb@~JqKr9nBXg8>oovC4{W0#7$-_mRnF8czOIx)s8>FolGTM zm)P1TX80U=iyia0E;5=>IKk5cP*TzPf6Bu2ob%H+4K;olJv8V2Ije-DJf;_Rfusyn z6oW2;al61q7tPN0o*gWeFk)kmc6HR2aq&o$x|Uyq`ckF1v2P{Qp&laWjgqu77nF6R zyG3Z02Ilm4rq7u92=X_TnuY&iP~tDv!$XFx&P8MkP)}5C9@P0>iAysozhhg5oTB-BBd1{@cihvQ_spk_R7=8?6==1B?uNB zVwE_7`X-fvkeye0=k6HY}0%b&xX5NPn;?#RmGr{ltcJCPvG9wxN%&pY&bO zeJISM)nRi|6Xl7UFi_IR!xy3(uBF*zmJd*s-TEwLusBDBMKCu185(f9Cvi-0iO?$> zfA@1!`x^(r9i02eqzs&jeTZ7?D&M(FQn4=z$`YO~fdp$D`8%Xy8Kh;)dsR_ICsk8@ z+IyrSFgkd&ATTEJ>qiO6PQPNbE8muLdnH&T**6fYBB7c=TEs?iUN?gz5<&=}$ub8u z#DC-NY0@gnXJQC!lPlPfyYrI(dVe^&^CaNty&RrG!~A!7XDQRs9Td(GTk67eWK*ZI zoX|U3khdQ<4Dkn!RslO?kBQwwwxgP%QPt zlg=Ll?3D6o6gq&XY#i6N)Q_@m%N%3w-4PKZrckbUgGGQ#B6`{6#0&3&Ge_xsgE7<9 z5G&AUBzya14|%nHl`o`NQ1g+8mHx$UMlnJw@HCI^FNCMHWFe;#(~$nEGOjPG_m!M1gB%a(SC)~k85`jl67E6fIE#o zEuztMPGzWG%L{#55?L>#v<3YCr3TeHCsa;2-%1xXlVC z6;Oxcm&I1!e#3>N@cfwgB|j_w5$MT~KGO4ea_B|TFYzi&Y&oZeAYRAiJ5yF!oS4_z zkS4Y=+Upu7krwf|Q@d~Ert(aDo*BzK>zCE@!xhW}G_=F#u1OH>kxfGG>yz}3zmpe9 z(_h3-0YrB5@%-SAmqp+mSgzzf_DuNJ9*iFPzYGK3*Yb}!gjKaTUAf(RMY`_IiCRG& zTyw=qaX^-WyEhklUN%0rvFEZR$g!?@4C2XT4q%*{< zdZ;0JD2~QdfL+}L!4xK`b3&ZAmHQ_GrjZbiQ(%|g6d|27da=oyQgn7RRuI#FEb5-W zsS*6>6dyMgEsJ-4XqttkFtRDPwPFt2^VvCtMMo|@KMmp8O%i)dzlR60{F2#5W(dq9 zV|Y4u!iJHWO+3`Fr0uaWKfQQt@i8BwJESwT!L3=^zKfi*UMm1WN*sXTZDP4YGH=zVD#-^H5q^9xm%CHklSAq_W@^D|foZZl~;%@KU@2Q%iwX1;F2q7R zNe+{#bdrXIL_(ioGS);fz1h3RLG=#xIHFaNNNvCE<#mR{2H~la?P<^`+6~-f%IMo? zv|y`IR!IC4a(7bdKOw*!jxi?`8P1Krap zS_=s1B5OR2a%REU)7g41YX_$ItI6vzmP6dI z3KS!swNr2<0mxUA8NOQjXI1&@bih?Uu2nq77{(Sn9F$Jsq8~9r{#rfg(`EdsV6Xo1 z#h!d(c8F`-pZl(_E&B|r3jU@EhA3l6c#8=2(nR~do%yr#y2w?%L`t6+KJU{lA9VUp z`wRA0{C9vBZw0zZ${SBXfz8p}vt56>gL$JC*~;)$l{S~mKLsmQNEQl-x?}`JB?Cfw zn70dK_>}9wJCd}CG%%1>iOUFSo7HL2rAW^5X3MbqtVnu|HUc5UMOsG`X9Asr6Fjm0 zlv`?!`?4#pilz}=xsXCax!~tY(QSPyML5ySqsr0o5scXO<{t;0UTdjsKgbwSp3GK6C!XJ3j8FSj6bEm94=_-&X&rEN{TUK(S0<`)4S3`9_HR-dc^1Y}U{bu2GNG z$=F^L4T3?(?;Cd3{o$?`R(2j1_Xm|6;J!cewL+(d=i51Jt4b*{U%dM}w##S~s~BVL zICGhU95GPK8p5oNuQZ?@Qr)yY?efSb9L1~iyLDQt$SP|0So5A-eWdMEII($2_8sG^ zxzMFurnMQ&we#2Qx5a5Bp>5UEk=f}EwU=ZEc>vvsOH2~-kgZkwmfPYl1c>!ViiNv{ zvthYQUl_FcWs>hkwQKM3)2U0FCl3jqyxqO(h#SI{wbP;ctlr=~qI@R=IJ81k`dLZ$ z1%&ydT9+UZT?#hI-P}wtd~Vpi95d|#8$^k?_^rJyRcTwqo5R?Av3f%eVGFtHXdx> zxZ7xf#uX+MugWUOhY7F<7Re0QAG$Xpu-`P$u#Ki`+0entsIaV8A;Lsa`EtQ3uFCY- z^9(PeRj??q|9{r;T}b3ltOhdgj30W#u)G2T&NQ)VN7iB~{X=m^*9jgf!qQZUp=US%G6Fo@OZ z5Dbkt7$gJh#`wCNOA@4TW0GlQ0=$ZY{!{pCjR4ioa5faD%=&`~{|H$AwA$SAE3gH# zBuAL?(*QDNuHNT75HR6e`D+)$UQk#QEVqbLRPF4OSss-SzqzT2J~*IXY$&_AT0Q5^ zunv^S#F#gvO)gkfXN2b&n2r=n8N`3(vBFLPtnDYS zV04chlDQroX}R8rMDGu&;$$_Z_AN6Yv!le_|A91vk!1fo7j54LL%85ISdKg3EWMgUJ03rU)JaZh95 zj(w(YkVJCZ*-E8M09Yhp6pm8Gn&gHdo1QB1yZHeftZ$6guJF`YxLPv+}RiX z-k?v#l9Hm^PX{z{t7lg@EruVfTAOoWH!{SZD6$3TPHX_;YD0ifBuP>NQ|wtaclD%u zWy^G+PA5{Q5UymKi)m_#X2WNvAocEdkP>dEg6~}_X&Hp;OW))o29sFp&F4*CU_W>fhOOHxb&q;N)h_p0M)$XzC&mbffy{HA&my<^;}`vhcVM`=s((uGFq&)BO$9R> zI&;NxPu$qi6)_l7W7T5O;}IRsi@0DkCbS4gAD#?yWKQ7yG3m~EK+Y2ImWLx5Ei6$- zI8Af#TsT#@;6(hi=`ZL>Z4C=6@Q{2H7n|_X>WvD0t&g>ufDcL?y$0!R-o94&!kSHG zvdaYL+?hG(6?%A8`^OJj^D}fXj~E9DqZrhBrz8<`vt@O3_d;X+bG&ZB4AJE)-GbNElOFma z$wgtBLk0+*tsia1^V$XlT0Pr207TcbYnomn-W&2~nNfx+h)^y=+d_`=pHQGgRsf zm6P}_kp*a%Hsh&qK2;o5GB_zQ1nAh5jeA(adagF+wwttFK4Jsw6&X3@PDSknzA(|C z;o1(%_z$g%xy#WvmDqnt@9K8&aP74*O+?I^xuZjX)iqB*g{afIQ%+}&cw)LW@6%@@ z_oD5@CT@(MECXmCTG%NL5~Ut=-FL5hR-KE~U<3q3;Q~IIP2SOMLOr2%>|Tz9a9S=` zAcfI({fzdZ;y3@X^@kDt$td6;C&gW$ANw`Ms`jKl5L{Vr5JJzFcZZ%!E_bZ!`zbbe z;3h<7*`-4P8R2^ue5029ZF$3!z^`jezj+7co;U_g2u}2Dv%JSG8-92pMdH+iH6`mt zc1b{cqytFfxWs8y<#TEP6N;Z|Wm-S=v!)0PtP9DD#5!RD7u!*qU3yWe$MiM;!YdCd zcHT>xfr$0xnbW@TREw6A?vXy2#I!_^|8Y zaP5!tA4hVOy6mqhvQsdC%KlF>T9a0R;^vLI#n5A}w?`*5o^wloSHlysBNVx#+9^HD zS_?h*!j$?sF`!k=>Xc2s4GLHu>pmPUP_1xX*P@`Lgfj*JH{AiStC;;qjtaO?&TUxKCN{mU0&HV{ zq5C_FlYtLR_Q{0&W;fk;bI>A&G=n~n=db7rVG26NEJU%3*p%qXaZo9&$WK9ySprN! zX!9kXiY0uQqQQ4c0!)iIq|pjs0y$x<1H)S5qC-WxSshyy!hke$=se)#twbrUA(Ge?@GATuY9G>Y}Y*n(fM*5F3};sZSuVcre^9w-}+u zl^i&?8le1=>kV~-(_vY8pDgZ(&NmS^wuW+x5440ZIti0+R-+4gg}0YoD)TV89sTv9I_c&N0tk8Ew6cMf3- zPBuVLbsXcn*G!#e^agKO_SO$Yq%1@pA0OK|IrV&gR;tm{X(o{Rz&H-2lm;5M3d0=3 zvM@vG1AbbD-)lI29o^9}SwVr>Ud6H30au7!AFG)RAHz$)zS6v#*bqkbAw2OlY^?QM z+OU)oh?E_y9vpehe@dFmxuOhew}5aqtZR&_xw>E!G&V{^G`x;))5+>%A;�hUs>l zOZ&|Fu#)0^*=;<iOu7$lkF$+j zZ;_R9Wc`26U{cXh=E3u0^@?18azy{?2k~NnPv`uEQK6o#VKzZt!Z}xGxDe!-*Pr=l)FC=()w}rXo}%$y$N>!YQAN9+Ay~As zN8*v9Ey3Tk)!ZYMREu2FFur&sw14ld^l5r;XB^RS>~LItE&*ok9T#w z7Z9#w=4(DWo^>g#Ikzx$i&6!dn6w_fc3hKze7~?u;*ocdbEXTFOJF{^t*5Z)m zd&l}Ykiz`e9^TNoc_%*(wQ#j z=}+LH9t8|Vz%7BtfnF)L5Yk`c8BaglTrS- zT;eJ!kJpNmvv^bOGOni6-Nr?vn_2P8G`cf&rnO#yVJSmu)nA?~OLIZ|`{l>6sUGVt zHV!^?3KEEeaDpuzxAcOUr8a)V$KA2WaaDGwvmmY4S|Yhu5r;EsPYIG(V(|q$xXgP9 zg|%NfHsI%pjU+^cIzH-WBSby?Y2|9y?O0K3vA8Jy8|DR|4g?kyJ zXOnv;U~vQ`CXyMs4v7rcz%l%Wy;28OLA#G%iZiK?l!?hv@`q^$_E`1J8AXdOPZ#iZ z78Uem0{dgcTy`_|^+Isrf&wzEx;d5=xeijKFd0fzS0k}iPRHzyaW$ekH*((}61{~5 z?6uB6H1ZMt8gTTc_!(W18#r_FTwhfDz3B@sZAE-OBGgnnDtLxpiep;9CmcYgN5?Y~ zBa5q>BAZtGcQS7Y*L)IHF-_%OL{4H`g^l)p!QXuSE_1wu6Z%x%Rd+~yHhhFG3^BF`DYo>uVQcU%}UZW=IbN> zlZ|uZQJvpDS>urjqJD6}9PS@AadGjc>vl%s<3iL$qyC9}d#YR&WI~`|$*Au7n}+qD zR87%#%s&P{Z6kKdJD*NDRKX>jd4_6U_GV{=MP08_k-!p_BDR^E(7_Dfd1=5r2HfK* zE~Mb@A2CnBa^OXdi-S^j#WuyO##8C;Dy^DlS-memM6c{Uevz5fkKsI4Sn2|PircCp zQip*>A%LsSv=kSL8-hOHyy}y-74c9yMAqqo0b9E2rDDpngVaG~}f9 z*S0CC7S#pXxs0a!U!xPuKQ4+DoSvaq=0fJL+uivlSP6+cFUtcEHWSJD+{u$CdHdfL zC~nKASNyz;xE=l1rp_)8a|#ObqFw0o-?xKeb?@dYiJVSNA%wiVyj6GAeKs~WATzsf z1!ruSMDLCb^PG3VL0OzpQsv<~IEGco!FNDX&=cEY~FhYivOv6UC1)^~j}4n$V(;8SGD5?B|~j6CAYh%aSsqyX}A z8Yk%sPhF-`#pkYKzs=#4ccT<0zYA-_vei)YgXM#~4V@!-au(4siZOd zLBQb(;Bw=tK7Ygvk}U)={(Lg>JZ%`+COVs|y%qRT_{9>_+j>3UKIi=1<=^Adii=d& z#01*tTl-6@qPIN3V2KYJ=@2&LmG#C@&XfV%;{rqJ|2|&+unKPy%L{Gmf zK;(3vU}m4$U?g|&fFzg%0j`v)6Y@fw=3noG!e>Hn^SSXw?gyhHSj;y&tyX95{Y8V6 zU`2YZbl?b#NJrcZ%L5gm^Q=|Sx=v{|w``YR3z5lDk`t{Ui>UN01%6Ub0l%F$AA|+? zgZ`#j6_kF$ku1x$$h5$nGC<2Ju>*?T`pv=&et-?+HK@b{ZdWCcVFq}~IIT3Hh5r#* zKnj+Dhe8Yq}jOh>b75)BOvmpD7SjZ`4}I>Gpd+1?|ok+I^EO%){t@x~WE&a1)H z$f*_sb3GLfD)J6*?26l#R6d$GP&TsJWC+z|f&jEa9qiEVOQU6j0sNgDoqi@}>C}nDd$UP_nS;!J@&p<2Yp0%5PEEH!()q|F4l!c!Y z|Ek+@9}9N1R_4oF8Lz?_;yR&m+xj1`_{QdD8=$Qd0Ne;rxB~wOeP3VqU^)nw)YOCq zmjMwT6hO96Zh+n9(^q2$sK{iL9eBX0jTVS8tiepb?bW)1Tc_i5&1V7%^p(A(7!P)|HV z@bJSQ_~3r-`wHVL-C3#d#G2Q9Zx7qc`*<*^X>8uDjCgqn`V9X!6{e7`^XW_1W;8R{ zC2iJ_^u`}&$10|H)#XX9a+a_vX6@&*?Osnebvx16=5NL+JDpE3`X37}PK!~3Xh=_K ze=LE_YtSLsF%sp3Qql*_z4fFO$ZTjQu*$YZ@ANtm0wVc?-HLTmI?9l=U2l3ETHc`? z&mp$XB4tG?hIfw~rF$^SI5fm)mDRlVMyx`VdJoQy15{>oF5i{`v5d8`Adc<%K|=o> zeU~mjlA2`xtU-g+$kTwg41w}!UK?8uHlHh)PbC23@Njro<<~q#?{9KmL-=}LDtTd& zs~)x4?oYyqPK7Tm09?%&QWhOSte~aCw#GN~4yGR^5#0xgmJ%1umXEOxVg|Q%v-j)} zi0bY0t#5uRI^=IJ*XQOJc!Sc~)(=UuXyOv(KPh(5Lago&b#^$-?*yijeaFjt_^!BK zyIRCeN;nhEWHid?>LmVaXb<}t6AIK=f@{e|&qy~6`E~^$3CH`&Og6NEOAO$+JO#;~ zM}%f)U+aDHa10gq^{NS>_+RSH0yADH>|4=n|E_F^BOtTlH6*I4Ke)$thtJqC7-jkb z*Fo|c4_3juV~N9ux|jil6;IlVjfUqbPDMkOCWLjRv`Pm6L_$aIO79x3f?W!I0;f^4 zO=Pl(%`wYuD=7_4qQ~}U1n2s0nR^!Tz@RZaejdw~$%d%yg>9K~F zM_?GY3U#kB>a^vGE#1fhO|gwEqEqRec5hFn>zmf~r%MOtONVzcK|J-iEPh}@JW=_V zPz@&jg&__NArQ;!nraz@Sf{;&%8-Cc;Dv7(83R+q@#9;3@)DcI47GHt-)(5=O~M_; zP$sM&t;I>dhFLrBgd^i(OCy(e93$qixk!;Sj}1Kf7YXD$8IAsb~#D^{V}*43n@_OwlT8+eK_d0qX+);Lclxho^Bz~ z`6mCq=?MAvHT1xxd%#ig-*^0bcJMI&dEp8z7#IbYR|$dj?LTifEmW`qeO4O8zwf}k zfq-t%|Nb`ea1fMYIZ@jWl-mbv2FQnwEdz``pi zC}`e;836A9V+gq2hPOE-U1a}fbNo=Z6>@A0IhTzh4Zm!>q~(Jc_yG9Xg$oRJ2$*g- z-o`8(v#?1XF#OL?EDcDy;DP4s|7Vwj(S*Z=5Wsr*KgVqCKgUcIkkF>9ZK0iJ2X11P z-GWdVBz&Lgdlr1377=o~^k*;x;l=qK$Ejye)*ORK8z?v^qc~l3|2dQ_q*lD(qu>$~ zcdL(JVPj)o^*_!LTOj)9tfMyShqY2G|L=E8I3w6}!r_keH(THT z_fQapu()Ku4E^tkd*;RsMh0wT^^*T zqSnc(AnbvdLHu3Q-Vb^|8D@~Zkz+8k*K*4QDj$U{J!54TQbvB=;P{}H-`~u-@ImA% z1%T(F2$8Hweft@USKVB{I>eQ@QU@_(osVU@StWr)AAI2nDRUXIl1Gw4p~1$pp02Mv zH8cpp)MowIM?|=-6KwDiu;>W!G=cCjpROp%!j|prZCl6@2oYNttEUaRmvaCjm^YV} zObkCgfyX(3)Umke=mKD~ozkqq8;$gZ^8kf3YMMN32TO|r3Nr*eQ4kSbBExv|HxSz)O|425sIaY&dt|E>-U1|kb|5}mz(zwImWIhVZ<(T&OyOABrC?Z z7t|hqW-TSDXlNpU)shmFj4?oUJI(lQBr2i~984LvVhU-xLipP-D5A>&_*8j*4eQG*Ug) z)zvq^xw`tQ1F!m&w~c-37K1G?=|ho7PY5)`9g?F$$RO!5XzO~_tW$o z&_$3aPEV=t8F}_ijJcWF$gf|H9$x^EueH-2@*+ZOen4XcSI%w45sW`YH^DZIQM|TO zcty9Xk`g9ZLWq}^S65S@{!VF-TNmfY#>%xtYrOQEmB%BDiIye6OQ3jL5BOhsy`GN%j{$Dv0 z6BhMHk1D`0{bE>yPcP;u9IJHhCj(#+Xb{wS2vJ~N8-!y3LkI}=!7p#Qk^E;Z@AKjn z7In@6ifuF~gjfOv;Vytlj05uc@1Wx31tLJ@b&?-{$H|Az{X5A2+13Ayx}Y?{g}3a# zTEXs_O@O2W=75j3v$Z+T-n^+Si31b5_~D_UPoJLLy`MI)2}&=c0he=&h3iD#tl+u= zWHRgF%sh}8ZEwg+H6|b+a0FIT(o}*G{|-QKJ^g!B4^V%Dt6O1Ti~GaLvaZB`o)VZr zI6$8BpQj2gX4rop1%YxVxB~w-|Dibnm8kdt@D`s=eFgI8f0B{xP?>>7Udy3c3-Nb> zvb*EE_n~;{0}ycrn0qT7XM?i^7iA#e;l2y_aJWfo3va;$QAj%hmDq!Fzqoxl3 ze_A{Dc&PI(j*mvAmPSdbHkWQ%#f)pYB)MA>ZE9c2rS#Y&JTW9S4QfO~x=n78A+y^m zwYenMw2WGp8pB4CR*6ZAtd>;f`Fz=Sz4q_Ne=alQ_xqjiIp=%M_q;zusS8>kmy7-+ zvrfjw#=f=VLrIn1*c6DHm$efr%KBp;izPv)vS57X3EIJG)|!nI%U+h4^D5{@$Yt0t zIur(#k4Zmtz92M7u&an2z{Qg{B}xS-f`60*s#ZDTe_=#nS>wgiaLQ2sp?q&&-_Kvr z%OZhVeBQ;S+geyqU@AJr&!>F^t(d`EqoX4uBIK>6_k$ekWv=ym2zz z*KuQEVd1wBc77RbOnL_pR88%WqExJ}r>_qU+9;CFFJHbK0~p1SzjASNmUB7>u==6_0y@Fr>;_dGr?e@NF)=gXgUaA|V-pf=;7oxX zs7%T8pDgDSWn-dci6>G6I2|SV;dZhHC}%P@V?ygE9psM(IdGh8M zKJxwDO^a8Inuj8u1qjY%!%dEJIV;(4k(Y$u6++jOw6L z{aY4S=N|N@PxSW(lCkmPu2X9=w_eQ@?IZf>WE{i8!(;UKAT}2wO!KK!DkYLgx>;fGI=Is&qj%2z*+mfBjp#9l3rkvsT%N1D)w3Mtwh91Kn8VqJRXEjs%NSljYLo6 zakC`PtCEQP_P%*jeNlVoAP{Em<+boVGw-$@rqO6Vm`4h0ZwAu3FRyeCaTHJ5+X)dF zZdLrA03TFTR4m-wlurYB3;Z+1i}jAzVbUQZn)TQ1O13~)vK-vAFWQPcClS`RZ*5j~ zwgivaWc~VNfnVx4#wmNbIwkk7)nncCsvR4R8pl{fZ$W`Ueh7CVT_AmTgDp}}P$<}@ zmD94nQ1TR-2fb)8Jc8eVs3w= z4>CQ zy;M=r;t-RW+*tWmxMUa$^35PCMB(3e#}jAUs8F*Kb#y3{d(zA=)9w~;YlcLUdzT*| zi-h(e)>}Y4ZrO`2Gt2~XCU0S*Xr-gKM8kss88Zs;v z>so&hv_N+MnPQ)_70NeMM&q2-ys!8E2Q5tKqOILoRNwvK7H1;G`P;Q=gwt_=Nd^xs z#zLJ;Qv_U$OH8a?nY1e!Ml1G*LLX-4ZO}W0aX0+3&d^XpM~5g*!vIg%X6vS>?J_bq zSA_}iZOS7L_T1cny1uKI*TdK4!kQZX)vFJNM<#jN^(LDB*4Ea*1f0LTn3BIz$L{`K zJ^jn24@|Rse0&#8jI>_1$;T&K@&_cns@c*HUc!-AvnSjoHUR0w0V0@| zBVfqz`TTG+VBWGJ6xLdPWE~_zfI)_3@6ieY^|A{TveBVBIwaWn+q8&kx;MrK$)#dC z8L|+WV#y%T!I`&i%>$g(GB{XoXlRIZYAkYFxxz4HyN(bS%ye~~ zOKiMWC~U%2XN|mR^D$wM4f{nvQk@C%?owrC8?S>k%1kzU<7Tk|Yv`pz1e^-f#YJ($ zq5fTCNDp;AcDT9O&^^nN!F{-LqquAK7_i5>?-NA^n}a$l(ipbh>z9+qQNj#nn zT>2yQfa4xqzE)9@v4C6S`*@Y6rkJc#zf^(p?CC6$G)6^54P#o-u@l4e!=Ra1hzoKC z+5kW5g#ZiuRqIQuqQDLl;<*~@>aqzNJC!GeRY>5iObiSz0ArZn#7RE#A&D#wnA}feODB(UgU?yjG%M8Hs4nxTr#Sg8u>DRCKKP9N z3e`X!%jiIBBsOc`Fxb&YG!{?EBg|2?nY-WL|Lt8W&FPT7NlBJ*AH<^MUy2@3ca>Kd+f3523>T2)cPzBz}?y$V8S7(v-J$x4i zXZ?SXpH4v_BXARvXOz6wBJ8Db(5Yl7q^kiwV5HZl*E{6o<*NY+-g7(e*)vZPg2{V= zc#IrtAZ6VaZ&{Jt-}g)IeDbp|wPjaPG9jBS834~l1d=~9G}N%;@ngHo5Lgq)J4KXd z=xAwW-41BC^)GZEyBkGihKCnR#_ojlG$9aV87@}%gdzDROa7w^i}pjrv%q>8A1lHN z{t}zFw(EUZc>=Y=FX!SrQFnJY6WKot;&0!We(!r|SurhZ?lf{2NS3Jh1}BNty!YFM z^`(uSquKj!9Tbsp|nS^|T<_+W2=`*ovq)4pr@^(MEt z^omwyqo>DgPBeO51YbsUjo5|i{f zl33#M!E14gHs>~i6~bkbkCUs zXP#?WFP|*2;GwH0lWSQ4gnvUrgP>AVY6>6E;c&p#IZ+b|qaxmadoIUiwJZe@%Ns3i zf!=%@-5+yN@z&7LK+*WOmmB65bEa5|Y{>nXO=>T3L`R4e*LCMkZd8;^*~g(eK?rw& zb~Icve#{r`BN-Ur^(fS6ARUMGw?g-_z+D?#RSw$b?PZDOB_IO*6tE#Gomjsnn9q#y?7#;K+K;CIx*BxB)!w<24l+3y~^`+iw zrv!cxB?{ruJ?oE-GLU$YG7FIf9j%mp*l1v2puTqPfs!=a!Ff{*f}y0bWX7j>Bze17 z?^>`cu);q`0?>Kqc<&igmW}T+oD-cax{;k$8^iu{iHL#Iw^QAS)Bo!i<7y77f%KSw R>Sq*uIoLQ`=UIA3{|_0LfHVLA literal 0 HcmV?d00001 diff --git a/src/posts/flexible-indexing/index.md b/src/posts/flexible-indexing/index.md new file mode 100644 index 00000000..2fd14af3 --- /dev/null +++ b/src/posts/flexible-indexing/index.md @@ -0,0 +1,188 @@ +--- +title: 'Xarray indexes: Unleash the power of coordinates!' +date: '2025-08-11' +authors: + - name: Benoît Bovy + github: benbovy + - name: Scott Henderson + github: scottyhq + - name: Deepak Cherian + github: dcherian + - name: Justus Magin + github: keewis +summary: 'It is now possible to take full advantage of coordinate data via Xarray explicit and flexible indexes' +--- + +_TLDR: Xarray>2025.6 has been through a major refactoring of its internals that makes coordinate-based data selection and alignment more customizable, via built-in and/or 3rd party indexes! In this post we highlight a few examples that take advantage of this new superpower. If you're interested in this topic, also check out Deepak Cherian's [2025 SciPy Presentation](https://www.youtube.com/watch?v=I-NHCuLhRjY) and [Slides](https://docs.google.com/presentation/d/1sQU2N0-ThNZM8TUhsZy-kT0bZnu0H5X0FRJz2eKwEpA/edit?slide=id.g37373ba88e6_0_214#slide=id.g37373ba88e6_0_214)!_ + +# Exciting new ways to slice and dice your data with Xarray! + +First thing's first, *what is an `index` and why is it helpful?* + +> An *index* makes repeated subsetting and selection of data more efficient. + +Examples of indexes are all around you and are a fundamental way to organize and simplify access to information. If you want a book about Natural Sciences, you can go to your local library branch and head straight to section `500`. Or if you're in the mood for a good novel go to section `800` thanks to the Dewey Decimal System [(credit to Dewey, 1876)](https://en.wikipedia.org/wiki/Dewey_Decimal_Classification)! + +Some indexes are less universal and more multi-dimensional: In my local grocery store I know that aisle 12, top shelf has the best cereal. And the second shelf on aisle 1 has the yogurt. In this example, *aisles 1-12 and shelves 1-5 are the coordinates* of our grocery, but the more infomative *aisle content labels* are the indexes. Once you've mentally asigned labels to your grocery, you can get what you want quickly without needing to wander around! + +The same efficiencies arise in computing. Consider a simple 1D dataset consisting of measurements `Y=[10,20,30,40,50,60]` at six positions `X=[1, 2, 4, 8, 16, 32]`. *What was our measurement at `X=8`?* + +To extract the answer in code we can loop over *all* the values of `X` to find `X=8`. In Python conventions we find it at position 3, then use that to get our answer `Y[3]=40`. + +> 💡 **Note:** +With only 6 coordinates, we easily see `X[3]=8`, but for large datasets we should loop over *all* the coordinates to ensure there are no repeated values! This initial pass over all the coordinates to build an *index* takes some time and may not always be desireable. + +## Pandas.Index + +In the example above the index is simply a key:value mapping between the coordinate values and integer positions `i=[0,1,2,3,4,5]` in the coordinates array. This in fact is the default [Pandas.Index](https://pandas.pydata.org/docs/reference/indexing.html)! And this is what Xarray has exclusively used until now to power [label-based selection](https://docs.xarray.dev/en/latest/user-guide/indexing.html#indexing-with-dimension-names): + +```python +# NOTE Xarray builds a "PandasIndex" for coordinate 'x' by default +x = np.array([1, 2, 4, 8, 16, 32]) +y = np.array([10, 20, 30, 40, 50, 60]) +da = xr.DataArray(y, coords={'x': x}) +da +``` + + + +```python +da.sel(x=3) +# 40 +``` + +## Alternatives to Pandas.Index + +Importantly, a loop over all the coordinate values is not the only way to create an index. You might recognize that our coordinates about can in fact be represented by a function `X(i)=2**i` where `i` is the integer position! Given that information we can quickly get measurement values at any poisition: `Y(X=4)` = `Y[sqrt(4)]` = `Y[2]=30`. + +### Xarray RangeIndex + +Often, coordinates are even simplier and can be definied by a start, stop, and uniform step size. For this common case, Xarray added a built-in `RangeIndex` that bypasses Pandas. Note that coordinates are now calculated on-the-fly rather than loaded into memory up-front when creating a Dataset. + +```python +from xarray.indexes import RangeIndex + +index = RangeIndex.arange(0.0, 100_000, 0.1, dim='x') +ds = xr.Dataset(coords=xr.Coordinates.from_xindex(index)) +ds +``` + + + +## Third-party custom Indexes + +A lot of work over the last several years has gone into the nuts and bolts of Xarray to make it possible to plug in new Indexes. Here we'll highlight a few examples! + +### XProj CRSIndex + +> real-world datasets are usually more than just raw numbers; they have labels which encode information about how the array values map to locations in space, time, etc. [Xarray Docs](https://docs.xarray.dev/en/stable/getting-started-guide/why-xarray.html#what-labels-enable) + +We often think about metadata providing context for *measurement values* but metadata is also critical for coordinates! In particular, to align two different datasets we must ask if the coordinates are in the same coordinate system. In other words, do they share the same origin and scale? + +There are currently over 7000 commonly used [Coordinate Reference Systems (CRS)](https://spatialreference.org/ref/epsg/) for geospatial data in the authoritative EPSG database! And of course an infinite number of custom-defined CRSs. [xproj.CRSIndex](https://xproj.readthedocs.io/en/latest/) gives Xarray objects an automatic awareness of the coordinate reference system operations like `xr.align()` no longer succeed when they should raise an error: + +```python +from xproj import CRSIndex +lons1 = np.arange(-125, -120, 1) +lons2 = np.arange(-122, -118, 1) +ds1 = xr.Dataset(coords={'longitude': lons1}).proj.assign_crs(crs=4267) +ds2 = xr.Dataset(coords={'longitude': lons2}).proj.assign_crs(crs=4326) +ds1 + ds2 +``` + +```pytb +MergeError: conflicting values/indexes on objects to be combined for coordinate 'crs' +``` + +### Rasterix RasterIndex + +Earlier we mentioned that coordinates often have a *functional representation*. For 2D geospatial raster images, this function often takes the form of an [Affine Transform](https://en.wikipedia.org/wiki/Affine_transformation). This how the [rasterix RasterIndex](https://github.com/xarray-contrib/rasterix) computes coordinates rather than storing them all in memory. Also alignment by comparing transforms minimizes common errors due to floating point mismatches. + +Below is a simple example of slicing a large mosaic of GeoTiffs without ever loading the coordiantes into memory, note that a new Affine is defined after the slicing operation: + +```python +# 811816322401 values! +import rasterix + +#26475 GeoTiffs represented by a GDAL VRT +da = xr.open_dataarray('https://opentopography.s3.sdsc.edu/raster/COP30/COP30_hh.vrt', + engine='rasterio', + parse_coordinates=False).squeeze().pipe( + rasterix.assign_index +) +da +``` + + + +```python +print('Original geotransform:\n', da.xindexes['x'].transform()) +da_sliced = da.sel(x=slice(-122.4, -120.0), y=slice(-47.1,-49.0)) +print('Sliced geotransform:\n', da_sliced.xindexes['x'].transform()) +``` + +``` +Original geotransform: + | 0.00, 0.00,-180.00| +| 0.00,-0.00, 84.00| +| 0.00, 0.00, 1.00| +Sliced geotransform: + | 0.00, 0.00,-122.40| +| 0.00,-0.00,-47.10| +| 0.00, 0.00, 1.00| +``` + +### XVec GeometryIndex + +A "vector data cube" is an n-D array that has at least one dimension indexed by a 2-D array of vector geometries. Large vector cubes can take advantage of an [R-tree spatial index](https://en.wikipedia.org/wiki/R-tree) for efficiently selecting vector geometries within a given bounding box. The `XVec.GeometryIndex` provides this functionality, below is a short code snippet but please refer to the [documentation for more](https://xvec.readthedocs.io/en/stable/indexing.html)! + +```python +import xvec +import geopandas as gpd +from geodatasets import get_path + +# Dataset that contains demographic data indexed by U.S. counties +counties = gpd.read_file(get_path("geoda.natregimes")) + +cube = xr.Dataset( + data_vars=dict( + population=(["county", "year"], counties[["PO60", "PO70", "PO80", "PO90"]]), + unemployment=(["county", "year"], counties[["UE60", "UE70", "UE80", "UE90"]]), + ), + coords=dict(county=counties.geometry, year=[1960, 1970, 1980, 1990]), +).xvec.set_geom_indexes("county", crs=counties.crs) +cube +``` + + + +```python +# Efficient selection using shapely.STRtree +from shapely.geometry import box + +subset = cube.xvec.query( + "county", + box(-125.4, 40, -120.0, 50), + predicate="intersects", +) + +subset['population'].xvec.plot(col='year'); +``` + +![xvec figure](/posts/flexible-indexes/xvecfig.png) + + +## What's next? + +While we're extremely excited about what can _already_ be accomplished with the new indexing capabilities, there are plenty of exciting ideas for future work. + +Have an idea for your own custom index? Check out [this section of the Xarray documentation](https://docs.xarray.dev/en/stable/internals/how-to-create-custom-index.html). Also check out the [A Gallery of Custom Index Examples](https://xarray-indexes.readthedocs.io)! + +There are a few new indexes that will soon become part of the Xarray codebase! +- [IntervalIndex](https://github.com/pydata/xarray/pull/10296) +- [NDPointIndex (KDTree)](https://github.com/pydata/xarray/pull/10478) # This is done?! + +## Acknowledgments + +This work would not have been possible without technical input from the Xarray core team and community! +Several developers received essential funding from a [CZI Essential Open Source Software for Science (EOSS) grant](https://xarray.dev/blog/czi-eoss-grant-conclusion) as well as NASA's Open Source Tools, Frameworks, and Libraries (OSTFL) grant 80NSSC22K0345. From 4e4307ac0c4479291fbd9df3b1c1fa0fe18001f4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 11 Aug 2025 20:06:25 +0000 Subject: [PATCH 2/8] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- src/posts/flexible-indexing/index.md | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/src/posts/flexible-indexing/index.md b/src/posts/flexible-indexing/index.md index 2fd14af3..06e1ad2b 100644 --- a/src/posts/flexible-indexing/index.md +++ b/src/posts/flexible-indexing/index.md @@ -17,20 +17,20 @@ _TLDR: Xarray>2025.6 has been through a major refactoring of its internals that # Exciting new ways to slice and dice your data with Xarray! -First thing's first, *what is an `index` and why is it helpful?* +First thing's first, _what is an `index` and why is it helpful?_ -> An *index* makes repeated subsetting and selection of data more efficient. +> An _index_ makes repeated subsetting and selection of data more efficient. Examples of indexes are all around you and are a fundamental way to organize and simplify access to information. If you want a book about Natural Sciences, you can go to your local library branch and head straight to section `500`. Or if you're in the mood for a good novel go to section `800` thanks to the Dewey Decimal System [(credit to Dewey, 1876)](https://en.wikipedia.org/wiki/Dewey_Decimal_Classification)! -Some indexes are less universal and more multi-dimensional: In my local grocery store I know that aisle 12, top shelf has the best cereal. And the second shelf on aisle 1 has the yogurt. In this example, *aisles 1-12 and shelves 1-5 are the coordinates* of our grocery, but the more infomative *aisle content labels* are the indexes. Once you've mentally asigned labels to your grocery, you can get what you want quickly without needing to wander around! +Some indexes are less universal and more multi-dimensional: In my local grocery store I know that aisle 12, top shelf has the best cereal. And the second shelf on aisle 1 has the yogurt. In this example, _aisles 1-12 and shelves 1-5 are the coordinates_ of our grocery, but the more infomative _aisle content labels_ are the indexes. Once you've mentally asigned labels to your grocery, you can get what you want quickly without needing to wander around! -The same efficiencies arise in computing. Consider a simple 1D dataset consisting of measurements `Y=[10,20,30,40,50,60]` at six positions `X=[1, 2, 4, 8, 16, 32]`. *What was our measurement at `X=8`?* +The same efficiencies arise in computing. Consider a simple 1D dataset consisting of measurements `Y=[10,20,30,40,50,60]` at six positions `X=[1, 2, 4, 8, 16, 32]`. _What was our measurement at `X=8`?_ -To extract the answer in code we can loop over *all* the values of `X` to find `X=8`. In Python conventions we find it at position 3, then use that to get our answer `Y[3]=40`. +To extract the answer in code we can loop over _all_ the values of `X` to find `X=8`. In Python conventions we find it at position 3, then use that to get our answer `Y[3]=40`. > 💡 **Note:** -With only 6 coordinates, we easily see `X[3]=8`, but for large datasets we should loop over *all* the coordinates to ensure there are no repeated values! This initial pass over all the coordinates to build an *index* takes some time and may not always be desireable. +> With only 6 coordinates, we easily see `X[3]=8`, but for large datasets we should loop over _all_ the coordinates to ensure there are no repeated values! This initial pass over all the coordinates to build an _index_ takes some time and may not always be desireable. ## Pandas.Index @@ -77,9 +77,9 @@ A lot of work over the last several years has gone into the nuts and bolts of Xa > real-world datasets are usually more than just raw numbers; they have labels which encode information about how the array values map to locations in space, time, etc. [Xarray Docs](https://docs.xarray.dev/en/stable/getting-started-guide/why-xarray.html#what-labels-enable) -We often think about metadata providing context for *measurement values* but metadata is also critical for coordinates! In particular, to align two different datasets we must ask if the coordinates are in the same coordinate system. In other words, do they share the same origin and scale? +We often think about metadata providing context for _measurement values_ but metadata is also critical for coordinates! In particular, to align two different datasets we must ask if the coordinates are in the same coordinate system. In other words, do they share the same origin and scale? -There are currently over 7000 commonly used [Coordinate Reference Systems (CRS)](https://spatialreference.org/ref/epsg/) for geospatial data in the authoritative EPSG database! And of course an infinite number of custom-defined CRSs. [xproj.CRSIndex](https://xproj.readthedocs.io/en/latest/) gives Xarray objects an automatic awareness of the coordinate reference system operations like `xr.align()` no longer succeed when they should raise an error: +There are currently over 7000 commonly used [Coordinate Reference Systems (CRS)](https://spatialreference.org/ref/epsg/) for geospatial data in the authoritative EPSG database! And of course an infinite number of custom-defined CRSs. [xproj.CRSIndex](https://xproj.readthedocs.io/en/latest/) gives Xarray objects an automatic awareness of the coordinate reference system operations like `xr.align()` no longer succeed when they should raise an error: ```python from xproj import CRSIndex @@ -96,7 +96,7 @@ MergeError: conflicting values/indexes on objects to be combined for coordinate ### Rasterix RasterIndex -Earlier we mentioned that coordinates often have a *functional representation*. For 2D geospatial raster images, this function often takes the form of an [Affine Transform](https://en.wikipedia.org/wiki/Affine_transformation). This how the [rasterix RasterIndex](https://github.com/xarray-contrib/rasterix) computes coordinates rather than storing them all in memory. Also alignment by comparing transforms minimizes common errors due to floating point mismatches. +Earlier we mentioned that coordinates often have a _functional representation_. For 2D geospatial raster images, this function often takes the form of an [Affine Transform](https://en.wikipedia.org/wiki/Affine_transformation). This how the [rasterix RasterIndex](https://github.com/xarray-contrib/rasterix) computes coordinates rather than storing them all in memory. Also alignment by comparing transforms minimizes common errors due to floating point mismatches. Below is a simple example of slicing a large mosaic of GeoTiffs without ever loading the coordiantes into memory, note that a new Affine is defined after the slicing operation: @@ -171,7 +171,6 @@ subset['population'].xvec.plot(col='year'); ![xvec figure](/posts/flexible-indexes/xvecfig.png) - ## What's next? While we're extremely excited about what can _already_ be accomplished with the new indexing capabilities, there are plenty of exciting ideas for future work. @@ -179,6 +178,7 @@ While we're extremely excited about what can _already_ be accomplished with the Have an idea for your own custom index? Check out [this section of the Xarray documentation](https://docs.xarray.dev/en/stable/internals/how-to-create-custom-index.html). Also check out the [A Gallery of Custom Index Examples](https://xarray-indexes.readthedocs.io)! There are a few new indexes that will soon become part of the Xarray codebase! + - [IntervalIndex](https://github.com/pydata/xarray/pull/10296) - [NDPointIndex (KDTree)](https://github.com/pydata/xarray/pull/10478) # This is done?! From 7bb7cfe8644164f4044e39e6d16765d94a0f34d6 Mon Sep 17 00:00:00 2001 From: Scott Henderson <3924836+scottyhq@users.noreply.github.com> Date: Tue, 12 Aug 2025 10:28:37 -0700 Subject: [PATCH 3/8] temoporarily switch paths for pr preview --- .../flexible-indexing/da-pandas-repr.html | 447 ++++++++++++++++ .../flexible-indexing/da-rasterix-repr.html | 457 ++++++++++++++++ .../flexible-indexing/ds-range-repr.html | 451 ++++++++++++++++ src/posts/flexible-indexing/index.md | 51 +- src/posts/flexible-indexing/xvec-repr.html | 498 ++++++++++++++++++ src/posts/flexible-indexing/xvecfig.png | Bin 0 -> 74263 bytes 6 files changed, 1888 insertions(+), 16 deletions(-) create mode 100644 src/posts/flexible-indexing/da-pandas-repr.html create mode 100644 src/posts/flexible-indexing/da-rasterix-repr.html create mode 100644 src/posts/flexible-indexing/ds-range-repr.html create mode 100644 src/posts/flexible-indexing/xvec-repr.html create mode 100644 src/posts/flexible-indexing/xvecfig.png diff --git a/src/posts/flexible-indexing/da-pandas-repr.html b/src/posts/flexible-indexing/da-pandas-repr.html new file mode 100644 index 00000000..9710958f --- /dev/null +++ b/src/posts/flexible-indexing/da-pandas-repr.html @@ -0,0 +1,447 @@ +
+ + + + + + + + + + + + + + +
<xarray.DataArray (x: 6)> Size: 48B
+array([10, 20, 30, 40, 50, 60])
+Coordinates:
+  * x        (x) int64 48B 1 2 4 8 16 32
\ No newline at end of file diff --git a/src/posts/flexible-indexing/da-rasterix-repr.html b/src/posts/flexible-indexing/da-rasterix-repr.html new file mode 100644 index 00000000..232306f6 --- /dev/null +++ b/src/posts/flexible-indexing/da-rasterix-repr.html @@ -0,0 +1,457 @@ +
+ + + + + + + + + + + + + + +
<xarray.DataArray 'band_data' (y: 626401, x: 1296001)> Size: 3TB
+[811816322401 values with dtype=float32]
+Coordinates:
+    band         int64 8B 1
+    spatial_ref  int64 8B ...
+  * x            (x) float64 10MB -180.0 -180.0 -180.0 ... 180.0 180.0 180.0
+  * y            (y) float64 5MB 84.0 84.0 84.0 84.0 ... -90.0 -90.0 -90.0 -90.0
+Indexes:
+  ┌ x        RasterIndex (crs=None)
+  └ y
+Attributes:
+    AREA_OR_POINT:  Point
\ No newline at end of file diff --git a/src/posts/flexible-indexing/ds-range-repr.html b/src/posts/flexible-indexing/ds-range-repr.html new file mode 100644 index 00000000..aec8e205 --- /dev/null +++ b/src/posts/flexible-indexing/ds-range-repr.html @@ -0,0 +1,451 @@ +
+ + + + + + + + + + + + + + +
<xarray.Dataset> Size: 8MB
+Dimensions:  (x: 1000000)
+Coordinates:
+  * x        (x) float64 8MB 0.0 0.1 0.2 0.3 0.4 ... 1e+05 1e+05 1e+05 1e+05
+Data variables:
+    *empty*
+Indexes:
+    x        RangeIndex (start=0, stop=1e+05, step=0.1)
\ No newline at end of file diff --git a/src/posts/flexible-indexing/index.md b/src/posts/flexible-indexing/index.md index 06e1ad2b..4d9b862b 100644 --- a/src/posts/flexible-indexing/index.md +++ b/src/posts/flexible-indexing/index.md @@ -21,20 +21,26 @@ First thing's first, _what is an `index` and why is it helpful?_ > An _index_ makes repeated subsetting and selection of data more efficient. -Examples of indexes are all around you and are a fundamental way to organize and simplify access to information. If you want a book about Natural Sciences, you can go to your local library branch and head straight to section `500`. Or if you're in the mood for a good novel go to section `800` thanks to the Dewey Decimal System [(credit to Dewey, 1876)](https://en.wikipedia.org/wiki/Dewey_Decimal_Classification)! +Examples of indexes are all around you and are a fundamental way to organize and simplify access to information. +If you want a book about Natural Sciences, you can go to your local library branch and head straight to section `500`. +Or if you're in the mood for a good novel go to section `800` thanks to the Dewey Decimal System [(credit to Dewey, 1876)](https://en.wikipedia.org/wiki/Dewey_Decimal_Classification)! -Some indexes are less universal and more multi-dimensional: In my local grocery store I know that aisle 12, top shelf has the best cereal. And the second shelf on aisle 1 has the yogurt. In this example, _aisles 1-12 and shelves 1-5 are the coordinates_ of our grocery, but the more infomative _aisle content labels_ are the indexes. Once you've mentally asigned labels to your grocery, you can get what you want quickly without needing to wander around! +Some indexes are less universal and more multi-dimensional: In my local grocery store I know that aisle 12, top shelf has the best cereal. +And the second shelf on aisle 1 has the yogurt. In this example, _aisles 1-12 and shelves 1-5 are the coordinates_ of our grocery, but the more infomative _aisle content labels_ are the indexes. +Once you've mentally asigned labels to your grocery, you can get what you want quickly without needing to wander around! The same efficiencies arise in computing. Consider a simple 1D dataset consisting of measurements `Y=[10,20,30,40,50,60]` at six positions `X=[1, 2, 4, 8, 16, 32]`. _What was our measurement at `X=8`?_ To extract the answer in code we can loop over _all_ the values of `X` to find `X=8`. In Python conventions we find it at position 3, then use that to get our answer `Y[3]=40`. > 💡 **Note:** -> With only 6 coordinates, we easily see `X[3]=8`, but for large datasets we should loop over _all_ the coordinates to ensure there are no repeated values! This initial pass over all the coordinates to build an _index_ takes some time and may not always be desireable. +> With only 6 coordinates, we easily see `X[3]=8`, but for large datasets we should loop over _all_ the coordinates to ensure there are no repeated values! +This initial pass over all the coordinates to build an _index_ takes some time and may not always be desireable. ## Pandas.Index -In the example above the index is simply a key:value mapping between the coordinate values and integer positions `i=[0,1,2,3,4,5]` in the coordinates array. This in fact is the default [Pandas.Index](https://pandas.pydata.org/docs/reference/indexing.html)! And this is what Xarray has exclusively used until now to power [label-based selection](https://docs.xarray.dev/en/latest/user-guide/indexing.html#indexing-with-dimension-names): +In the example above the index is simply a key:value mapping between the coordinate values and integer positions `i=[0,1,2,3,4,5]` in the coordinates array. +This in fact is the default [Pandas.Index](https://pandas.pydata.org/docs/reference/indexing.html)! And this is what Xarray has exclusively used until now to power [label-based selection](https://docs.xarray.dev/en/latest/user-guide/indexing.html#indexing-with-dimension-names): ```python # NOTE Xarray builds a "PandasIndex" for coordinate 'x' by default @@ -44,7 +50,7 @@ da = xr.DataArray(y, coords={'x': x}) da ``` - + ```python da.sel(x=3) @@ -53,11 +59,14 @@ da.sel(x=3) ## Alternatives to Pandas.Index -Importantly, a loop over all the coordinate values is not the only way to create an index. You might recognize that our coordinates about can in fact be represented by a function `X(i)=2**i` where `i` is the integer position! Given that information we can quickly get measurement values at any poisition: `Y(X=4)` = `Y[sqrt(4)]` = `Y[2]=30`. +Importantly, a loop over all the coordinate values is not the only way to create an index. +You might recognize that our coordinates about can in fact be represented by a function `X(i)=2**i` where `i` is the integer position! Given that information we can quickly get measurement values at any poisition: `Y(X=4)` = `Y[sqrt(4)]` = `Y[2]=30`. ### Xarray RangeIndex -Often, coordinates are even simplier and can be definied by a start, stop, and uniform step size. For this common case, Xarray added a built-in `RangeIndex` that bypasses Pandas. Note that coordinates are now calculated on-the-fly rather than loaded into memory up-front when creating a Dataset. +Often, coordinates are even simplier and can be definied by a start, stop, and uniform step size. +For this common case, Xarray added a built-in `RangeIndex` that bypasses Pandas. +Note that coordinates are now calculated on-the-fly rather than loaded into memory up-front when creating a Dataset. ```python from xarray.indexes import RangeIndex @@ -67,7 +76,7 @@ ds = xr.Dataset(coords=xr.Coordinates.from_xindex(index)) ds ``` - + ## Third-party custom Indexes @@ -77,9 +86,13 @@ A lot of work over the last several years has gone into the nuts and bolts of Xa > real-world datasets are usually more than just raw numbers; they have labels which encode information about how the array values map to locations in space, time, etc. [Xarray Docs](https://docs.xarray.dev/en/stable/getting-started-guide/why-xarray.html#what-labels-enable) -We often think about metadata providing context for _measurement values_ but metadata is also critical for coordinates! In particular, to align two different datasets we must ask if the coordinates are in the same coordinate system. In other words, do they share the same origin and scale? +We often think about metadata providing context for _measurement values_ but metadata is also critical for coordinates! +In particular, to align two different datasets we must ask if the coordinates are in the same coordinate system. +In other words, do they share the same origin and scale? -There are currently over 7000 commonly used [Coordinate Reference Systems (CRS)](https://spatialreference.org/ref/epsg/) for geospatial data in the authoritative EPSG database! And of course an infinite number of custom-defined CRSs. [xproj.CRSIndex](https://xproj.readthedocs.io/en/latest/) gives Xarray objects an automatic awareness of the coordinate reference system operations like `xr.align()` no longer succeed when they should raise an error: +There are currently over 7000 commonly used [Coordinate Reference Systems (CRS)](https://spatialreference.org/ref/epsg/) for geospatial data in the authoritative EPSG database! +And of course an infinite number of custom-defined CRSs. +[xproj.CRSIndex](https://xproj.readthedocs.io/en/latest/) gives Xarray objects an automatic awareness of the coordinate reference system operations like `xr.align()` no longer succeed when they should raise an error: ```python from xproj import CRSIndex @@ -96,7 +109,10 @@ MergeError: conflicting values/indexes on objects to be combined for coordinate ### Rasterix RasterIndex -Earlier we mentioned that coordinates often have a _functional representation_. For 2D geospatial raster images, this function often takes the form of an [Affine Transform](https://en.wikipedia.org/wiki/Affine_transformation). This how the [rasterix RasterIndex](https://github.com/xarray-contrib/rasterix) computes coordinates rather than storing them all in memory. Also alignment by comparing transforms minimizes common errors due to floating point mismatches. +Earlier we mentioned that coordinates often have a _functional representation_. +For 2D geospatial raster images, this function often takes the form of an [Affine Transform](https://en.wikipedia.org/wiki/Affine_transformation). +This how the [rasterix RasterIndex](https://github.com/xarray-contrib/rasterix) computes coordinates rather than storing them all in memory. +Also alignment by comparing transforms minimizes common errors due to floating point mismatches. Below is a simple example of slicing a large mosaic of GeoTiffs without ever loading the coordiantes into memory, note that a new Affine is defined after the slicing operation: @@ -113,7 +129,7 @@ da = xr.open_dataarray('https://opentopography.s3.sdsc.edu/raster/COP30/COP30_hh da ``` - + ```python print('Original geotransform:\n', da.xindexes['x'].transform()) @@ -134,7 +150,9 @@ Sliced geotransform: ### XVec GeometryIndex -A "vector data cube" is an n-D array that has at least one dimension indexed by a 2-D array of vector geometries. Large vector cubes can take advantage of an [R-tree spatial index](https://en.wikipedia.org/wiki/R-tree) for efficiently selecting vector geometries within a given bounding box. The `XVec.GeometryIndex` provides this functionality, below is a short code snippet but please refer to the [documentation for more](https://xvec.readthedocs.io/en/stable/indexing.html)! +A "vector data cube" is an n-D array that has at least one dimension indexed by a 2-D array of vector geometries. +Large vector cubes can take advantage of an [R-tree spatial index](https://en.wikipedia.org/wiki/R-tree) for efficiently selecting vector geometries within a given bounding box. +The `XVec.GeometryIndex` provides this functionality, below is a short code snippet but please refer to the [documentation for more](https://xvec.readthedocs.io/en/stable/indexing.html)! ```python import xvec @@ -154,7 +172,7 @@ cube = xr.Dataset( cube ``` - + ```python # Efficient selection using shapely.STRtree @@ -169,13 +187,14 @@ subset = cube.xvec.query( subset['population'].xvec.plot(col='year'); ``` -![xvec figure](/posts/flexible-indexes/xvecfig.png) +![xvec figure](./xvecfig.png) ## What's next? While we're extremely excited about what can _already_ be accomplished with the new indexing capabilities, there are plenty of exciting ideas for future work. -Have an idea for your own custom index? Check out [this section of the Xarray documentation](https://docs.xarray.dev/en/stable/internals/how-to-create-custom-index.html). Also check out the [A Gallery of Custom Index Examples](https://xarray-indexes.readthedocs.io)! +Have an idea for your own custom index? Check out [this section of the Xarray documentation](https://docs.xarray.dev/en/stable/internals/how-to-create-custom-index.html). +Also check out the [A Gallery of Custom Index Examples](https://xarray-indexes.readthedocs.io)! There are a few new indexes that will soon become part of the Xarray codebase! diff --git a/src/posts/flexible-indexing/xvec-repr.html b/src/posts/flexible-indexing/xvec-repr.html new file mode 100644 index 00000000..355b5d73 --- /dev/null +++ b/src/posts/flexible-indexing/xvec-repr.html @@ -0,0 +1,498 @@ +
+ + + + + + + + + + + + + + +
<xarray.Dataset> Size: 173kB
+Dimensions:       (county: 3085, year: 4)
+Coordinates:
+  * county        (county) geometry 25kB POLYGON ((-95.34258270263672 48.5467...
+  * year          (year) int64 32B 1960 1970 1980 1990
+Data variables:
+    population    (county, year) int32 49kB 4304 3987 3764 ... 43766 55800 65077
+    unemployment  (county, year) float64 99kB 7.9 9.0 5.903 ... 7.018 5.489
+Indexes:
+    county   GeometryIndex (crs=EPSG:4326)
\ No newline at end of file diff --git a/src/posts/flexible-indexing/xvecfig.png b/src/posts/flexible-indexing/xvecfig.png new file mode 100644 index 0000000000000000000000000000000000000000..31cdb83aa60460581af78b14e29275e2a4b5b32d GIT binary patch literal 74263 zcmc$`bx>Wwvo%V9Ai>?;CAd4mJwR{^?tXAfLU4CKI0SdM;1Jwhf*&-v!`poKcklhG z-uwSe)f5G6_DJ`1uUWkgVV{*{P(BcTfP#WTk&~5FgMxydfP#7lLVyE)vYIlR349R% zNoj-B9W6i}#xCYiO2!~3J4cY6wF$Yqxr?i{qXQ=kI~xlpGr1KAqU)dmWN3$eE_Ny0%u= zS&oFn9HHQx0v&|=@#7>e6U)b4nYb;z^5zlf5ym52506{3tCyElPmB08Gn0(Re*`=& z7wf#78(wEE`@(1ZKj_0LG5@!jQf8c@%KlFq#iicX`Sjnd=hOdx-)-@k4Mvk>dhMmb z!og7@KxYTMw9MIu<_&R92uax4G2h(W{QUXz-=b;EQfFNqLO;ku?0=?x19Erga9kIv zY}q3m7kzzlZg5_)Z>ljL!3BHm5vZxDS=rkc=H_+}2xl1}C1Ye<1N)&#DhkOu%oJRdrHwaKu-2y`+bRBJ}k3 zw!AzXS=-p8?}1fV*Kx0+X?<%lSK?`pw<~RLU4>O`v<}#yx7J6z{qJvYXr8Q{-Er)R zO#>k-D=QQ-9E?pv`d9|%JX*h?$VWfBa#T9eB#6B~u~V$m`vpsCJjXFc=K}8650# zznfAA>>}9jMhBN!TTDU%Mz6_%hK43+Mp+Ogu={sBje?WA`(DdFxc4iY)5yoB&BMb# z$shHK?yE9H{?~T_Us`FjFE{G)@4G3hYz=Q(_eQGF9HEL4>e(C1C@C-R8ySh%9Z9*I zlt7D%kB1i1(7*|}>m^&PHAhlbR<>KN53|hn!&On4D0y+UK>lAFQBW9DsFe!*xAPz( zBE{h%%l~Khi1)9qu5zZV?A9yQN+b)_mfF|SB6qx!@so%g+v9%yqK6g#dbZvnal_5U z<@7fQ?}k;#^LEW6x>0SqRk?8yY4ue)cWr2GNc0P=!Wj6Hnm zOPn`nQ&U%0C#MG(cyn5Tb@yU~m8|BhamAsxyZig$q0NU6ANbDuuym@wz6%Qr1CFVV zWmbO>p5f4nV^@?u%bAKJ%$t4C@$qHftk`Jx_XiS7PIWap8X8*0m7a;6#Sdkcwqp*U z*S?sZwO=Y99vwXfq<}b{M`5#wg*;>7Nj<+A1w1F+-FcpNz4}*ny?DEyt|H0`q#*)N zJl$=_2t8lT*sU~1{r)Y+()Hv*>ibWeG~mhktHY6G{?upn;^M2%e3dMXml=%>L8)F;n#gZXm zwKK0gFk|!XFhoW`K<|2e@lnO5$H2rnrm#q8|uvra{w<>PvI zic&{d+9D@JU)uv1OX}+r%gdRS1y8t^S5}tlt+6~-o#9bXP@Ya41GZOPCr+|aA(y|o zxVfD#hUr{)leAE+9|2Fa+#k;>C@zj^KCLupbMo-ueI#Vv$}#(xM<1V-hWPtC418#4 z=-2ImC{G`sI{)W~7r*=a`{tGw40QC#fYWxb%ZFQqQIafVi=+99gKKYP0SL9&bQsMj zPFAMx#W2Xt&G~qdyLP=TZVKN}HN;svICdcSfr%N zE-oA!{*ND_$bA33+s|}GWlRcp?7R=2o&7Q{e5=3X0)%!~RDXZ}b`fQJ3y zJ#hHQtgWpDwr&eo-On%KSle*}n0orw-FIGxt|BDv-lN z=$zWx_}AyNfK~s;lP?+?&ZjN=E;mb-`ExcvT>CvY=O(LHSy?IZlH4*5nD6Vl->m^l z=iSx|M@_u)fJNm&-_lYV5YM8dB5?n1ZvKWR^Zl)^BK%%fpyp>wUc%d$x9dJJ?d?JW z0s@}Ei{Bj_9>#;FBi>EzRkehg38}!O82R(RtrhC5guAT1I|J1qIZrtE>NRZ)LEh2#JUuS5QzJD5Ly z{D5+Da{3Bn9U%B27OD*c*+pJYkI2i*i%(E+W`3ThprWynCo?Onxc-$ht0gBv#M|5Z z4%m^9K2ZgMnn>U$Z$nOqJVy5Pd;)&gyd5pbw;joeE~Pph7Bu=k%WkzfPVlTfK`Da= zgNSG(9Ea&MJ@(!Gy_^7~pAGSKOp1Eji|{RRzD423+q2@z%4jSVA&hT1IpoTs&sP*G zds$go`reSj#Kc6W{Vb1*jn|iy8J+L(xDF8sNh0^N)8!a%LR_4iKjg46~=)PeNATkbfFX+Sk_S(-HtT7$DJ0B#QI=X&(+;|drDIKyjWwp6-Ec9_xAJ*?d$JyxyD`5F(k1Q@8o^T+)<>lw+;{!3j^J-c_VmWI> z05a03nu$fu^963{SR)gQjjqlfA&*bS?{sDqEbP<#bTPuf%$#{zDLeX=I!jjjM*$Y1 zLM({G!`jxicWf+bD-%lJE_J`9V@*ubmm7%KRJdlO6S7ijMehKd0-WTDh6O{xHG{a+ zZdrl2YFIfs%w%$iBy_dcuYP@$l~@ySaq7T;w7!7>10&-W8h~9u9x^7uln}`t%>RrR zCQ|S|uu=R%NQK?d&=AOJDjvMl7JTu_)Xd`3VLxer_a5|4KGvH1xMB=@CjSSUrNSIw zOs%lZ_9WYn(f%)>GC|G3i(=JlDk)z+DHFinED;}%?*j@GQ&aop8_EAQGh!Hll#h?#Td*36qk4L|?ShYNnUqqM z%>7&qT(Fdd&ikw(8UOcs`^269G}<`UI=Q*g2n+iSHR2ih##QJwT>vo&3j>4QdVv(_ z|MoaVkJ8rYXjA}EJ_N9`u9}220KyM|1Egsa;xaRZc6^PDjJ`0= zg`TKK{og}gp7|#7%1uJq>VlB>c|fK z?>*`Fw{P9SNN_0HmcmtfO{l6|0pog(9o&caXd-vyK+n-w$V3M667J=!QdL4Dr={-W z=IN2V>(Z6hBg7O^^nUfG$8BaUilF~FrCm(bqQCxzf_yZiv^?JWr1vY2ervkztN#?p z!*qZ=oYEun9*wY6uc(16cd9dybTn&T1bMGrPi6aQMLFZtVH6*vE6khyfNhX z&@KnG8r7sbD51{wA?l#=1`Ij<(Z48S*ZZeAY8$qsXOnri4@sHa&3qN)5qOHqP4M`k z#%0f9noXPNn_H&q1GjCMJYw3Z!{qv^+`tRvPlBxibd-4I2Xxr)NDlmAzn#t?ryrEu z?9E6Sfv2uaCy9#MkT~Je6bE*j9Q)Q*%v;+&8JKgX$^2o%w;0&x%mA4nuT-DdvQQFC z)M1OG^BpzKBy3D#)3nU-wFoME@LG(16;O{IG0*fmS%#cSi_V!V(I1}_wGqWD2OAfE zaazVH1HO5#Z&Y&B79)d$P}m|c%J}dYf_gw6`DB4vF0E})_?C*)d${rELJ@M>m~yg_ zuOJVYZ_&vt`ohHuE*5sz$~c5lzfFOwVrdg9rW z)uYpi8)<?Hq9|kS%io=? z-$ZR^`vW24bPnQ+^*2)JutLy6MGa`=Uf4>1u{Otv1YiDe2Z#g?{rqix645FX5m?q+ zfAh{_!LOKgZz;K|WoY%OEQTsmpM-yRI!WjTLXzn*!Z5R(lKuzx6ILMLmeZhi>(%y5 z{^vt(q32zLOyBbh>l1|(=|0vTN8LxZ38SsOy=XGdNFWf zz*x$1d-V~?wY$$o6(Sx&0uToqsc-vf2I{G9D3(vw}%%quQF(e*OG_V&nhN1 zM8LC2Cv#)7K{lx5%WK3k@HA8`lM=mz7bqP0n%FBcTMN)LAV3vY%1zJD7fkdOWY@H&E z;Y&NBB0+7r9=I!lNE93;!0}Yny-$95S2rbOw-HPGEPCRB#V?CdEg-wBSL;>N&{fu8($xgd{tI8b^PM{zu4x9 zR6}Mzl`f&pRM_Bv?+1TT=7FYUoT>kazURlv4#DRVrjxgm4HN% zd^sZHbAPh+cz3*^hY)&|6~D-Yheo%BC$mL#EZ+Usgu{J*Yj`FBs%LE^E%W)k+1c3O%tFv{$31<~=0iRO zq>qbC>jU%Uiw@g0rc-HBC=Uf@AiauCU$>z1oo}y8;fY3%N|Z>L!j? zR=nKX5ZzAi51?^1dM8Jx7^UnRC@iN-7^Xj)(88G!Uyr%Era}C|fHEOA!2k(lkW|go zK+}PP!$n!%;`T|FU&aLz&o0+OqgtF%FVk)3gs6i*Oq%b7=ydf@^4i;7bv=R4Lpiyn z1W?B5u1bze?WVd_qUt3d9dlX>z?KfaQ7Nxaq&KKH3I1c7_yM&yJ5&0W`lD3glu>gZ zf8Uvy*bgUH5AKavIz( zTXJX@h<2$=tJi)uI1&$VL4ncT4dv9Plp5uhEL z9PKhrPjluJ&ya!8a>kjIz@qcLNG76Hp;xQwnS*8_ab&ExZ|10Y!4nsV_u(^@x>5NN z;q$?$otczb^oe_8Nf2cQzKmcjJv^Sc@B&$F$(v5!M!))y+EvD@eEc|dDQnI5qOTr; z7>M6jF9)KAa1ydJ+_=u%-JFG|kSGx%)4}-lX(retYvBIz3DnOz+JaOcny`r(jE~v` zwO!OWx?Try)UQO+x^i&}lQ5dN2(vdKX%1Nw9LBF`gNv7A#y0Xq7Jajh^I+e`&ZY?U zD(&H<0DepP$`YboamIZy3dE6Zr%N!nG?CL>Xz6;F;>Ir^@!?MqL2iQSO6}rJw*yPt zBiH!L$pb^no>g>O`SW|~ipX9d!_oK=j4Mus(cq*1A4Udj$;7~?+k@29@&21*C?4L+ zxgw8Y18$*>cl>?8<>3TWyVq+-J7|-g^l4L*v}J1};piQy=|2`(CMvU5T&K}kab`bD z)H9(6g0IL%%?GEP{O4OZ^v6Z}Ot)jU(pl}E`xb`67ud>`s6wtYM+a^Xa&1M*g7Par z#7=Wf+MkOUL=TathF{30?;aW|pd^caI-MI>R$m+RjDU%Dhz2#drwL1!aiYgz$~${66Oy0{&@wg6Gj($O=? zgY-TU=~N&qN~WTh2dU|mJX5! zRkf`WeG)`x=NzFXo9PGR@U$%k7Z;*QIaP1|7=vfbZuS>_-vxs5w#}amev1MZ3bb?m z*O|Wei~@SCRwa)6FZY1@_ysn8$DWIjDB;fn3u1g<6B8KlkF-sDR7q(6= zZsf)~$V)!Ol|$pmal`2Ozhc6l2*E87?w7~AeSObC>rCGz#zghc{&z=OO)if}3)Lk} zo4vW&GsFDavf`$KGPImU^_^K>`^*%#moP=QNYFGoNzISV=uOn&t1#+XW|n)AbX0C? zsfGjjS{<^oc2Ib0ZURREu04rAPyB9gP)~gxEi|(l5WWd-5a+hlg)sY}b+syO1#zD+ z3w;clc2wGb!G-VXEa+2bmzkss8@j8^7FWXUoIROGZE|CgWPX z}=ET=T?p|%RNF5QUcJ6{9@cm_tUdC?!!20)D|R#AHE zto|Cb@~$^K{Rr&EXu)l9Ho=9k1DO<^68Fcaeei8F$BXiMz@dVG%=xAYwkkH{@SrHS zHcZ%v1bP!FZ@WDHK$78!5=PogwcAw5wd z5%Qjk04Z+a^Q79L2@?Cs!~|4T*%XoI|MeZ7y$em`30ct0VbPnaLglu{qic zEbiR=)4bxft8(^PLtBs`0?9Gp+`Ha}B*y3-+MGYh6W%M=mP#Ze@F1m(c~Q z?xF5E>P6pF|92dscsuWpu6%vL+8}*%)f4Jlvu^~HSRDRiM3<=phq#69g1%Gk>$k5{qNZps(`C8UFTZ=vT^r*kJ0Nca?4y#04W$KNA8A;rl9! zH(*)0+0!<@8Pe2PbN#%Q>9R}M*x5zYMUK{!=g08zSH`~$K|3 z^|MO@L}YFBm`Y8AGFme7u8ff5>(S9f@zL~s=>)%NOxuzc-V`W~? z97HNXjqa+cn$mx#Fh4{msU@pRO!+Z?ABcyx#6woc`3rwb(E{(3G`}p#z+Cgi$1|2zREk;>%&5ijIv_R6QwNd zf+WHQm-56vJ-WE%3OhR^ni!ZwP`|-dXsYo#<1_&xA(yY!aUrbFqBs7oKW8cpRQ$}b zh*fmh+iWRvS}F!IbE9y|MtUw3P3^B42QKaKw|{(!8CC zCeZ{uD)FZ1>pfaYNr^<`hVvi^!1c1W1Esj1At7}DA?DC|ZvjxB{6M{c4m75*&+>Qh zRW}=ZJ%{(R(Uh!Tke9?KV>+2C&d7hbZ>eZyp%D`kZ)i6_I3{52iqY1;4mnLxT2`MN ziHG{~^06&U2fw>yp>lgt1@d%#Khknkn__JX&V#WGZ4eY@${=PM;UAT= z)2*i!71LdQg`xF~iH+>`SkafiB&~GAZ1R!kH2e7m$t27OX2-*Wg1=!rjCkuJ5c2mz z{vMR)<<_Phnry@5=~Kw$Cgz_`=eX1l^3Fy?@1fS-BCl?$%~PX}B8;NvmJ9e`w1kA0 zi>Q=MsT!!MxXE=anI0eGSSfvZ8WmOR33+`=zN1mi^m-NmckW3!_#V1IC1*84Wq(y^ zY_Cg5U@?#bl3$Y7oX|s)Ys=$H3@sphU>(iKJW0cqG6;i<8}$pi3-Q@Lw9hH>EJzTe z#R^Tw3;rV~1?+=c#|B+c7BLVx0EC~>gfvd74C3;LUn-8Ulhr4cxaoxcx+i2-Az+J< z-Tp6dZr|Fw{tM2Ws)pHm97nqHy5E+9n$}?5OFPZeWsz2k$K}~OzVn{lcK25q-`5+| zWIM(F{Rl&y;C6DVG(UbD?6yHF_Pz?cDVfN z1gtc|@Q%Rv!@SlPQ*8P7KfZ#V?t;AYKmW0^JtX(j;(^-zg2^rVqsO$c!!LtCpaxbL z+M8&AcNyS3`pW&x4h{}BYe!hN=d_IadwWfXI)#01-iXl}hc$sWIm+K)qPNNwJeqR* zhshok2EJCsaZ1)KP0>TH48yAZY~J=yG75A)UHpn#Z8ek&I=oqm_Hx2#2LDuE{Lj0r z91qFK7Xw3#T0i)}udr~1DYi14xX3vG}165LGMNH2tECE-uYss8h-!Ev2gO7m%2W~l) znq4Dw_ish3kPab7$n@$Remg(sOop3~Bg4G1iU=SOl6oHdW)w>+gr3tZt4fcD2o5UR z^JNAfS}=aFmFW{3!EyPt^~AvUMRNIuIa4??f`i213#`mz?#X;?En{?Q(BDLh0a6sqB2;;Gv&MmLI_YCrBU}_%?~>6DIsCxW<5b_`vRO`V{;1whOKY`^ez-Q=FHx znz|Hp9iggEB(@(2 zlM;mKj9TMQvQPKZh>W%yy8J?06~@9MOqw5SvFw*c3qOsUh_YgauQ2$!70>Ob>}t%c zuXCE5M1^D%k#<(@kT6sGS@OK=V7~?OVzZZEe!W&~y%5~lS2V^;TPrdiiDDPxM0V@o zgFeg$p@}yJ&f>(#4-j)WJwS?Gr{(CP7MpD57(1UX6d0M9fMSo4|9ucpuI6!AwQ3Y@ z&{fjYTZv6!NW5`p7W9i7dqK6Wu2Y|!v*1e2D9yM(>m`G!K8}QW3r`;iaobo4<%aPJXBpH5&qc+hmO4~^O8#`87K=F zaN5Hn!>+cqI{Cos@3UW~BJ*4rkg_fTp47%@H1{*(XAc75;az?W--}gVs7%m3Bc
zcUC2~+kYd#62((BR&vz5&&E5qR_*jBIM{v-F?nl6qO1yl88)&6cY=!-AaP7^py|1J zB_NiNb~+@QCFd_d(_-Ug-68k)RjVHsJ@n26~p zJelY`r+(^be`hK%F2fS=P8FNqSqWOpuzl5H!NXZI?(v4_4_&OeR264zOIK`a5XSQg zz*B?>RbPW{(38=BcKnGh?a}30Bb@fwOC?cpLBqa@QAx1J(kV@7mcjr4V(KdI(vTSk zaz`${Pp3%Vx+5x#(_fO}zk9pLS1h{i5I0!y%^z6%uIsH|>P~bbvNN#yU)QBiy5pUj zav@V{v6|A_pFY1fCb#l%3BzzY=r$yW?x5EbevC>|0^ms8z3u7m@;)|>fH4|tuMJO* z(@G_NZ@Bh}Mz1j?i^B7#Zg?`MyMM-SlADA_K(6P7iG_uTiYi_5#pST1_+l%9wH9!b zI(rcSzya!y>#k3qMp<2S{nn=uUs1M=n_o|70{j%5r3qYGB1JpAIC(|<_=$XG6wP1K zWh`aTr1`rSas&@|%-$f2kE0(jeRm#W@-*a0jo5E|4KQLYljANXT9ESz`bnKcE zS{kU+5J;0eyZnVbGi-a?so>)Z52W4I+xfB8`)RjPy#z5^Q$d`2ZZ00T&xT88btCYe zd`mlzjD(WQdTk*Gl4T_Sif~Ck7E;&!XsxX=J@b?3Kn%S)$=1kV5CDV>Er2CM^)QD?@VfeBs&vS*?NM2IAN^J4 zB&V!FvzlD$T61run-4xm5y5>Q!-^^llw{>4}>7X<88OVcrp>;JS9 zP{T*51N*ejw)-wvl!hN!m!54#Za8cfC}{oNET?2VF%C6PjMd5>9egedMh|r;>k*EH0{+UcI zQ$5I#)^r=kRy*J?hmh}@)2+w$^pVkSN|vc*Tn+XT{gG&SVNw0})s z2bXmQTTH88w#AL5Np5&7`(%1&mUAr$NAxw)bY&A@+AQR@^I7bL%dX-sYPt$yJW-GN zR|^8$2|anINYOQXzWs@+I^G#~{$y@=y9G^acbaSNinkKm>f-m}uC_UQ>I(Us&dNZb z<}%)F4D-7D0>w~P%;L8t2`OW<8d=acoBxO}1Uf)>b8}ufwf7TL~i|)@^7E zxbC7!4G&QUf}E=o5}Ls^N0W#vK}Mx^zsy|KXU$o$7L<;#-@lT!Xg^81u%)$?XKbke zHw`&Mr2xc(-&O&*nW;hqYeYY|1)Oi)O#jL;n4M*4p97^w_tECQ8oqyPs^cA(il=Qm z8>_DajylfsChJW8-|Oo?q-W5AmrU5w*R_51u)6r-kBtVEarjdcxx;oyKAtq~QmK7< zl*pvTvISvcVu>C1I58s8CYP$LTzX7W#P{!6wS7zCzDuTaC#vdfGfz-ue{=&pBqKO8wbGoU>~XSFKpUxt zuDpDs7!jkjI4q}4$}35S#9OerL9|6}Oz{7$Ku8sS0S?!0VT$1vQ11RUXA>VE@Aw`tsdAo5h-1JOHWn%}RG6;={*`Ek_;q>kxta&Eco>R}$Sbf=w_Z&dVJKa8PpNpqOF6i-^pjp z3Xf(ec~$T(g~S~L?o&?64yd38UB?|fOATZ%v81s{$ehncbC?Y4GoIJ>Q2SI!LI%}1 zDGb<4eHs5r!CD#-N}T;=XousEYpJ%!-w(PEpjxJwzM#K+t$hD_sS^#{Wl?1KG{dbV zOh@d-Onr)M=N6WXhD0=GQDe&#UQuhLI9t4?zIS(;L9KT*VY7A` zNsl4rH`HVe{IQsSvLN`_0ii}aV<2anMS{1)**FIO_QvP*%mgcrbTut;QBSbWX4o)Y z{t@)yOPd@XC03D^kOVj}5B2)mit%w}Kv+BoD6o0~Rzh^|{LSisbaAg{khFJgEsJ-< zHvy1ZCHOtw)O_v!aqjNZGb*sX)ZZVpvy)3IO-D!9-roMuRAtbX45*Qa;NjtWdU_T+ z{RH16kYulSA!84J4)dT z$WSsKdwB~)lSfx}uQ!X$4_t&vg;76QRPuIG@_B4IDfxdAGj)Waj+bJPHl_)LdcF7j z*M}CcTPV1`6%nA9ZSx@#iM~y+e8SS_(p8HJ0lMPaesm?a$H4Lx>s#+i)R~8#EuN3Z zN+-3uxGGGIC2R5TX>2!KbTGQ&0O}E`n7&XJ0oXy$V!NEOk&=8mCcrKr)Uqld%}8WX zxROUeuWdl1;-d0(RnpCwmcF+3JFKcA~1VtMGvLD-1eP~BJo2z6?#XJ{j0&dN5X22Epx2LL%sHy{$EA(&{~ z3q%vy1oGo9aJ|YeDG384m85=Gst&CX+6+S(bXb;-GyTqhOT5Dod%P}QTy`WXATcUU z|M7hBoacOQVORm~M#Gf_^Wsta@4tJRWTuh)vqXE5B0jW07b6ylS!pxE?ti(|zo65k z)JBJm_tBz1a`O(4*44x}W}Ax08(P$3Gh0!-!oCLN`pq{}3U~Kw2B7*y9!V1}pai-} zcBo2* z(#p6Gsaw;OdbUq_B-jCkrUIVtvb3A-`h_W+wiY>5!fm!ogR7(}J!a7Gn4jMp{T9&}GVkxAXCc4Gy#i}kkk$U?Q+K{dvc11)$S&UT{yyc;ccc9G?1?3+ zXgzZ9f0pwRA`gBF4BdOwQJiUujBps(4 zZCT9ZPjb!7hE$`jOwSW&g-}J5qu0}?t6dBMA0|N-U5s8gkIWy6v{VC@Ozf2j`6~y4 z`_7Nb`_9>9_96a>JU`v;6rG(ty#+&Gz)|Zo$5h0&yN9xEj}&YQ(}njZ(Iw7;{HaFhl%iSEsDn zSQD2UYhypS2a^7x91b&WoF?y!=1R#0BMx-8dbXstzu5i5HgH-8wf=Mf#V->n zz0=CMe>n=zn@~O3T%}~&21@BwEe?uVae|9gsz#5?lDFpA^X56&$!nwIt(*J`Tm!FP zGuMu)`5&iug&r<6BnJpa+Vgp{8O-tuNFwncb5yIdzq&JLt=CIi1}X>7?0YrtB1NW6 z!dXVQ065!z{T7e`X9K$v`zA2Idw5uG_p^5wz$b5R{gph8!%TSGsS~5?Whbw@M|zXj4~@)I5WND*=H}DZqq~2- zXk!*i8S>E))lq4`|EcxN$G3Ahj7|n}ItYZ3Y!GjUj2QN?SSyoQMwEAd{@m* z|2@UkzDc_b%`!+>zBmj8w^t!kSAI3#3btkSn4E`5XyWVa@IuuSU+$%h-YPQ`-qSg= z$jbzeyT2bORI4hlI=V8NlsGGjfB@H<*<7o)(fPKYIGTgbj0KB`FJr(On}#JuqL??< zqoB|1?+=~)1P#RF2heNtctc$iKzv{Q8U!#6%j3~~`_SmUkK)Ui;oSa9#!Ti-EvMV0=g8{OZbzL6McWBwDG#8^fS~? zMKL-?Iv`3oXDUa-7v}`g0V?G#=N9p}-VD@=PNR)L!qRWa8*x+#ge5xf1HdxPy zxFlvV2xI4zWa+g=Rwsk6NO`ZvbL((daR9$?D&X;s=IQp@fC}02+j1!`&+8*yWqaWQ z51W&8ff*YzqRBv$CQGPCIK-Qj*f?2?(cqMnlwZm9df(0*qS*=Avow62sQ@WC7mJk`U7*@t{d_|nWIi$!3smV$!Ebnce|@BCp?q2SnfHQqJ?SZK}ey=C2W4 zrNQ~r?T&z?Fg6JjjkShQVauFm;nL-mM?Q5$-=S@Br4n_=f)i=f5{CpvI=bXxYXQbe zMp?#`wcCJm0k57~mznpg+c_xLBJrHs-5A!pPl29G85V=IcnEzn(g7^ z$>FcGOe?{K|D{xhXKY^wKC}U)?>48=em$=T$kf#}dHz-3{9&rfnSnI#ChNWRho)N+ zQ3F7`90lO6y&@L*y1|t8b!Tk&QSN}Q)R^r1A3ySGo>%tl_4)cd;TA8}9rDP!QmwSe zh;igwL0Ed3@aVrl{YS$b=|pf2*qvKug8j8T0k`@h0|?*v6PEdC5BcTors1w zQH#xMd}aI`OvkdDw$b@XX5?E9VZa~C3tjku%EmqAo0rUCf|QEi6W#7O1O^RpzV{iV zec~=dt4R`9c?ch7KJtQ}dwqw93tSZ-kZEn~cy>LZaDW^%Bd+#OhWkC<{}lN{k!8E| zabmw4DVr#shy7_sDiO6*U(aA&a{0T7W_CQX`{lqKntFZX*gje@s&f4Yh+wU(HmO2% zSUKJvK)&TOE<6zLR-hyY;f*H~gm;I&NgpqTA~YKt9M)P@@et8?LqjapGZ+BVpq!)J z5I3FMDJ!gtgC&cCQQ0%c2*Qsh^geux$O^yg-MifAIqz4z!6*myo)>}AkEGXUZ4`)P z^)Y0|yD1|yM~(*BpoL&oon71{X;UZ?M$lp30cEK19!9siT?=@C%j0I*_Tr*c|D;-) zD1mI5rilNg!R6caJ|SMd7h{L^LCw#=u}4~vy(oLEM25{|W6Y?MK3Lrvx%h65Bha&) zF=xFS%*R(2J8Xu)LBP=hlnCqiXu#y7(HU9#6oZ13fdWMPF-A@%n1C4L|GfX}-3q1F zkaowg6|&co4CYSrw?CC}xnlF1%QzElw#$=cGSPVNL&D_@QY2f01PIC)a~*&20_c9* zlM)Mkhr^76zy`^ULyvU8Ksc+$<8vPPH>HDmIlm(VP}~c~ALmG8+wyY;HSYgxa2_y9 z91+Jr5;!9BhgSy%S1;6U2U&3T71~HQvt)++k zJ+2%bQH=E+L*#kC;#S!F(?DI;SDE{4A4S4(KeOY}0l`U_v(JuP!n)zpW5xB1tpbV_BfN9+Gr#1qbQa%o+{3w(c#(VvFn z3Fkfeg_{F3$}|ZRrCg8;dO{k9brtu2NLuq?o( zJ72m|E>mH9IktO#F(H@tX?yA1^n7o!vN7Oi&~Y%bwm*U{gZO@EF-_{LA{3xv<>IYZ zS2yt&q8}+6Sn3_t)^NsuBiZUfGn~pHp`gS?tRtG95Rh#@dT-wp5i-q{I8K`8q z-0UT^v1S*Tv;QI1+4!dhP-K-VI9U03+ZA?lDgXPZ<4Hovl!X~v1@K_L)rVlS= zs7%$Usc8-vTRJ|ptO3P+^?Aw9pAbrp;%n;2h9XFkiRX=!T-!%!RpN|(ow#k`9V&fJ zB$FF4J^$xcSX4k7xGomc1;hW{W&CwU8nyYz8i6o3z@8>Z!mBF>B>^s`c6qql9-sxeesyVGdYvr-7P*$$1mgA=3+uY zbh18AL_i=I-ppGB?uUZplUQI(=VGEJn>~xgUTxly*ZDre-hd?T2 z)lJ~hUzP~d#27K(k21#ar6<%rWz7SX!g6$**Zl*Bg3ZD4l+#Tq^{no;T~Aza%<$2} zYN-hFAk~yW7Cy*(y3ri?&lSVAnEww;XBAde7j9t`ekCQPyStSxiA^_1cXxLP2uOo; zr-0JkAl=<9-Q9gA=bS4ZE*5(;*UWE@@eX-cOS3|o>;{)z?x^!-i-C*q-#e_XCb8wD zk%!RvjvShuR_D|@SBZ}Ox1Uz`$0EjiV&D5*jG`|3+zf4*Vco`}Yz|@tSB~KzrnOL` zrmqOrX#{+EB08*jscL))kkB$nm#wy7*jr>nHG11$gg#zaql`5>$=^3=#r)%GEsn-A zwr@ER()9>?9vRN$*{f#~D|^pOtXHmI7|5`gA~Tf1(@+1myE7zMpqT(N+fT#4w!YS7 zo7o&L(Dvk6do*Bp=5MD=%QI6Jvh!~ZjnM59q1I+J-%OLiW4H^`ZwpoirnLfdbZf>F z?fe6#!cSF6XCWjSIzt)4+}$gTkEVj>Ji3`R@ciY^k1ZxS+PQd#Oc=c5T_8Q3<*AY9wCEVu()Ena0$$K{;zu zorRIf5K`$O3ReWKAy!!ik-7+Ry0*9-<<$`3~|IiK}V*J$T>HPHa^`)g^3n{5*GE0IxzPu^+N zK#OLK-sxVg9L$#7`hS<~0Wk^Sq|act1H` z?}lB(c{Gj^YGg~-d^ur*YK|%)XYadRnV%1#=RL!kdN-(q@~8Xr556C| zU*M74H|Si(=NDwI%Nk%r?r}QV!`Ojh{0Sls~%x^2g^bN5HrS=36}gZi_YQRW|{iw;br z3%$33$7^Q)j#W-b^xQ{W8|38%atLn!D=Vk=>cn7hwyvJ4LB&S@Mto_!e=r$x^w!CA zkq^>Q3rGg!%(l+{(_nuvaS0)bg=fP_dj_XV1$Mf0veq_YKcGm;8&qWaI*WhpOa$<>T`5&XYR zv{yrV`iEmUSTnmjXRZ6r3Q8o%%koNn7jFXo#OxuFS`T|Hq`YTMp(ZepFWnU+)A&lb z_#pk>ZTOFpn7k!vo1=<8!-vvHC)Z))^e#S z_2iL{p&p;p_2_RNk8})SRdw0by~(CHJ`5?kc@$Hat+-;BkC3H%1@a~9syPq9{t2^y zSQXJ0wsQkO%CnjU?7YJ$Q@ z;wm9Q&0R_^!>#IkY~@7MeKaEsjK>(N;)!Hb0bz|6B)K(E^+=wnU11+K7B03jZzhXF zZ)`qa+YuqmgcVMzHyfSp%s9P7o3f>PHmxo^VdX6^5Aw(J$&7KSJHo}~09y%K2|D9G zGTP`c7i<^?19y~bpCjx|4P4``LL}i&^ShR*r+7+p6A$!Xhg$vk_02JKTkpf1sgm6X zQ!F$qI4TNnYA?R#9>`GLO_wDf4&!=jJS=9yh94*$*0dah+T*-mN&ELYp5aZZ zjM7j~1&oJbhIO*FVPp@l6zJps2sX{1Byx9|ZUon&&sTG(D=(^`=@;2E)0!=g8(s{j z_AB@V)156s`SBW)Dx&=YKl-i7lBaJ%q9l9uW&X32Z;|H^ej6x$h{JN;|}(JoGaHIuIUQ5;O@2bfq|AIuhr`wLKruU1IXWOsiP@en9za zI;M)GhdhUlDvm_MW^ zv4ny}mjY+2iymLx^7rf>*Qq!6!KikZT=2Qu?GX_}qnQ40asA(X<$7}&dQb^NQ3h){ znD|TkW>}TxZr&v7I2M1sRGLDF>#CNItUgCl>AX2s%`{{L#fj4R`vFR?fcLEKz)Dx? zf>C}P?(S935npGNbJ!s_{Q^(8!NG9rIXO; zgGmM-8kRmIi&fdvzd^BX*0Xac4oHpyw2-$W$C1>Bn?1_$g@sDvlbVn;AcAtX2SaJzW6}O_vbixQc~6i#DJB*J1=)3 zb(xQ$i_h-=wJZ4WUOaHjKV6}=x?A#4C}fxwk8PM?>=e?Bys^{U+8c~^4&ikAa;`z- z;4@qyd6R&GMkF$L9P&|T*U)9ZYkJ?Y*`M$1(3A6EIy5VqWM6c}ZJmytJ7zJn5u1a_ zl(6m2I`VjABN+Lna#VLk;6DL{5BMLs?52>ChvFS&!(fCWi;E)ioZlFo^mXWM%+rq& z%URG`877U2b(-;RNSGO%3bLRnK#9orp(33Q5eW#c6|P@HMj(_}ZksnJ(W$B^{td1hZ=JxrnDARdjUu{*ZV_B<2xsH|N-O*LIs)?BcyG@9 zU*804GNLQdSIlC$Jo2K69DnS2O3BC`dRVHLK0$>Tf%IpLH>mu|A8`!TE~4U4h_>0* zc{SzF4G9Qid@z(<-)Ot_1g_EUQnObT+VcVz-dr)mJpCmGR}+r`@GlQ+74LS@z-~ zU(9fJUdVmq7Be}eW63}Nj2VwF6iD9sjNY1RwPgqkm;zlC$2J$v1H?zJCHJjau{Ct~ z&Wq0^TfIA%g6{NN!TXFaXr&rMe#aqOT11iU#HV|+4henQ)Fnmlr(jCNg)~)!Wya@x z!+!nvoYd~$ipW$YN0s4II>$ph?>0|+?c*B9jX+4wdL1E+{s;aFvYZR80d>2a{L-ak z3~{vW-|uYOWIegZ_%OS8Tm`*54##^Mffu$IH#LP5adCQeVKzvU``g3dZuxyKd#vG# zhRKH7TL45WNlNv-!a#|^7&>}!MT+u$hNLa^BsR)!72>nXFohbltt~xO-xzyHWuBJOe{=Dk0y^1b z(84gm3#@Lcb}sv%*OsJZQUvas4dIz}r2eJHsb7z0TL(SMvUcSU(W_0|Q%^yTL_xZi z_6o^NKR)Sv;ae)?V?9mM)ff+@XNN-eb-kccm(WhOCj4MpB>VpgPhegBIp=hxvFU&V zri(|@RkFv6f;PKJ^h7md`uvj-yvl`n3_fsEaMWiY)W^AA3?Z56jcC+2j&|mTUWT9k z5lD_sVkFPq62h$60%fXIM+lWkET<#z$oVqoKs3v1*Q$c7#r4oL;t0wddI!T<&8{mu5f3K@6XHjF@7 zThto%=|96!zG@7Pwbp_Z(Kof}ZmN8*WE`$#}1>meV{h`c;jCc7NOA0P{;RcgJ-N%V=*c_ZjCzP$3cS$mHCV z=s(`cyOv&IYkPt>sOW&uH7%hVgQ3~FO{zH8Ltb&ai2-;Cpj4ODP#VFcdzTFKxV>3* zrPP7a*bfK`Ia7K956(sBZOXePEX>%yb;>f#4vtT-_rAB>QgQ^6J`YpSg{V@|S+sEf*wm&oMQKc?#Z%4g}!kY+^1G_~UQ+NuW?@>wz zH_R+E)xryldIa@L?uOvh8?LY?1CowYzx);~s2G~7psYPjdC#PG#U(}0@AFw+U0zs0 zj0*@ly-p7~HY_^zP=qK`WOzO$y*4`y-gF1C2YufdEAGIA>OO>qAU%1~)e$Y|34xZb zlew5i-0t9FHoB5^3-Ps%ax!nhL0tz86|7uqsOe=){*G1WFUQ) zMtzevKsNh$x|*JMQriq0L{rRyJ9WfI{Q=|W{$7{Aoh`=3Wu>|HAu470!V=FMI+mPi zSiYg9)V{rwg8J046@4H#rhZ6!^W7K~M!p=g&SdCKe#@W#$^t&pySNxAWZleBB?+N! z^}E?7YNQi_iARgRnPxhEMw9o-3xDAIcZwKZ$HCO8ga}`ge!cP$Sev2W6!ay@#*sGk z*F-PubqDKz?K6v}v7Ofs_0=o##VipEH{_}M2Myi+{d~!-v41pQDV~-XZiW9j!CtKB zQ88!w$a45x5H7$jTr|0{wi6VaYJ7H|E|btE(3>iqmt?v~?4CgtBT5DE1XNMGciB&H zj}emrExO|R@)|F#@-WGW0qxkLiRY5oX95ew0{@7Ng1Q`JdZr1P@;4RwL$k8^)U0I9;P4u9;`iXom89>ky3~~)4#WB zV~MK!N`302OcDys-T#s26xp?)A+P(7CA9La%eSKUge0`w$dNj*@LAL)7+-zmfODjm z_u8%L43r!fiE&0_e>5ecySIE?222h>63I8cWbKqFLhmQ6hN3q&#wQu?#F`HIHm1ol z%ZZkf#!_Ts6q88ifd%14BIOSFK@7Wl>G9`aA*LV3;1K3qV3B8C`RS+G!SkH``u2vT zg2(*adj~IEQ7Bp20iSd*)sFqCG2E7n)W(#0&N@E?O5cbJ@c`#Btmw$GmlMIqv#fxD zMc6Y3k&R=)_oN;QB0=9Y$_gqg2;vomjD$IU=^he}BL}OTZQQ4pbTbY0<|zC0vRymG zG%xo!^Z~)RQ;l;J4j$2GfzWf_+;Q4IWAZWygF?!8J^`%`OTsrdFG?js2S?u*ghlb* zA!1X^mdq;6PerE2hW;ylXK{^x(AEmo_onQsKQ@}yo*YQD;y$XiZm+wEFx%JVzItMmGi9|N3CQ)@g~FyMi4raI-KBPj`+{7J@&Ud zPR9Z}dkUjCg!wUC?d8ah;IP5z&K;|3=^-S4?Dv**Cs09=kR=Ix}G%cf-F@HaNKtB+kyH6;e63o0+;73oR!R9+6&So+SH7c`pXf zO`lO8(~lGi4-3ti`3N#v=u*43DvUlxj%MHaCNfll)IpOYkKFgz}dy zstqknLwFD6q$S0<%T9D9Y2>AUg{id6_|!y%p=7oFV>Hrq|G#dZ4?2UMo~^`b|2<@Fn}qSO#rR1;WKJ%}pgX|p{q78Aod z-GsONRVn(EVC?h<+QVBbTqg#CI>2A1Oj1y-^JQ}L4>2~f;t@`%M3T? zgzn2P)X2zpzI+G)mAO{$$9OA-=@4l~Hue92QqsozSn{)WOMrv zEVdsu^nBw_TRO*GdNL&_D*!<(kfEO6>#hh}3g!PyW{)q-)cgESYRm%ZHt792(Q&|+ z-+JRgMn4mJbB-sa#!%ZT)1AR6cuOWyR}_&^2}7b!Y2Wz43zS3Dmb zZ9J|e!-^0G^7}5V;D#A;nXaoo#(x}s+zD=i3#rsrX`B}UUrF=1DIK5?&;!$daVO)5 zp$ZBI{1;YbC1@{!{_=2DR^PbTs<>{Im7kXZ+&9HsFEE?%I35TC34^BMuwl7H&__r6 zG!3ZRSRCg^6%fiNZnR!1whcT-{MZ@}Ao}CnK~AOT(GP+_`Hg?{yNt-Uk<8NEGC2kB zKw6||=BIBVN`n@t&S!EjFIT{SWx~=($v>`&byEBetdoQ3CIg*rf_W!#L-Lp7 zpCzBqHq!ZlptzxYZDJZTolQkw&v1=sjmJ3W6E?8w6l}NqQj+}oQ-uV8Um@6t@3=K1 z0&XW{E*J)tc!Zs>9ls#rUTw-%U60RyuION_!YL7h$R)Cj*mlo{F>ssaf4BZVjF36e z>NM1zs!fDj^TD}Jfr@Ta$6}nT1M!TvDL5j%btu89c33+dyBB?wmd3p)cz091@Z}xjS}=JF5G#0|^^Rrdi`Nm|bF1%tuHUn-$3LddkeC z=Y}MaRGiV;@0(C<)8rUeBcw^S*{I1N-V{_NW(GUQPS3e zI9=Wrg-WPJ%Ch}aXx?u}P-`@AXTRxl2%Q{+g?D)+*};Wxgs`yn507fgte?-Zj3$$e zs%;WbcTF1F^bpH^3OM2M^?GvsP8AsLJ|Z0w!Ne*5BRALhAb`9l_)YsO6kK^vxycPjfxfZI8>(!%Hvww>N~Vmi(%!3F~DdN`Bwml3lVI#-5ZL5Q^Qmv;^cS z0kFGoTEul}y`(~9Psv=Pod0uAi#6QaOKC!=%EtvG!rB~KPUos4`bhFU#TDgw9yI>J zbO>;zEc>@8e0(}D*P#*;DvisJkM!1Ka`_V&<=QH_jW~&~pEK3*(F#a^g97k{b7&(Zt@8dbw|%Dsg&po{jzY@~>}nZ%8w>4pN!rv>bvY?*x<&rSkAaFp;#R~AS0z?2c5*KbJ!xa;FFIkW`4sGG(P0|vw^=~{ z?S8Rs4+0eIKtn~jd)eEw6r{W0wmlu$0%4r%T#F|M@XxUE^Yde-3#f~4ERe6S?L>lv z45+%cOU;qCBd0Ix&<`8UGihyz>8icRw$`ToJ?=1~4;PON(7%$m;5D%;HkdQ?>a=10o;k)}UNK`tJ z3ky-2OvCchIFkgmubz|7)|KVQ|D6K91Ui7BI*#(a2ay+VUrDUVrWwhq8|sxm^S}KZ zayUoELQg^I@*|2o+mVSHpI#X*(}1l9Q9|#yElVbpl(*gFg@I z&MRWw%5gIQhE6c5Q^(I*8{kV?|(8;LAE-J z12r_hn_Eq*Ya{4H+s!<(robikFp3azO~whzwF$j!8PdVBv{H~#s$@(2xu0Tk1-Ps7 zwkz(JN;>x&JeN+_r)Q3<4l?IN?t4)ucBA=JcSq=nRl9NS-&k5K?5c_UP|*jgjmjr3 ztRy~m^=DOD9q)-$+xLlOo-F}r`Q|Ux#r!X40Ljd`6{i$rwODUY2HH=gD7`iCSJjG} z&*NDyz@vc70`I=-!$YeP?gM(DyS1~o*PpL6j*E|%ks?}d)^6}V3INP5Q*wr=U;oVD zcJ8%Cg|QxELmw@mQY>?)fpik;>4GcIUZKcXYsbfe$`-rzrFii$WyjV87P4}G4TBb z4WGu3vP`yY`!^en*KWK4Y!ofiTEgtu_2&I8kGIE+n6_!XuPhGfr~|iWWZMbF*>{5G zsuXo)-bud-7!1yO?tn}v|I!TA7!n3nW-4MYuby!?Oh&1Svq@o7ODqn?)FYxX#Kc90xIiVKKBv2%1h@Z|$$@6UU-GBQX$KEg!zPmhmddrs`^(wS_=s=?Oy zoOa({9(M%t^7B8;>i~u^Kz6^X_}zB1gTdouJUn>ulAjo!E>9ghfgG`p=pNWlxJ4jU zduW}&p03NkBy}HoNV14Wi);SJg4A6bZT@}em}X6Vhexg%H@uy={S3G=`VKUo-8{g) z?AbKb!{SM2tokvVYfdSr_Oo9%*Z$Z~cyZM104Dt115)*y$Wde(ghUa(^ zrOQrpYqOoy+1j5iWl-3+I*B{VIS#5Z<HR zm=&8BSatGtR%V#->(z?D0{0`GNNh!6kgfRJ6`Q(8gpEe!f1{%BzrA_W9(3ZOo3V3# z?f~fB4|R)+i+VAlOr6$0TRj(@FcI()9YEB8J7|ykyY19BxrsM`x@?$ctO>#Z>JKXi z-L9s;o}HdzSDrBW-XXlslX84l7$BvC7_2J5Qc3^-$!sMu{1sB+I2>SNi1J9|qQOQa zHP>W=g}?di*d>myO@J-eo^Q?)y8Vy%Gk$}X*x{EA8O9U6@xtB|Ja#8s0-Uxy^jLf| zhc=qDWrE<%gxa{hQ)5YIxiFbldB~s=7l}47yOS zVF^05tQk*FPXMZeQ(014`XTU(Ut(gSOeqUt@injQN^>#@^_WkGIaW_Wm`X?l9*4tbA1Wy+X+4nL zzlK2!)fT801$XUM*VN2cx7ml0&foR7!qqAL)Dg2&q*f7iHY7Y)KZrCd_u{6vkzg;8 zA*kMrU!T|HZCAqGW=Wj|K-jqaNb^N#Wk`j(Ij&pMuk;mH3) zV@qP^x?}Q=h6pd}E7Ats-@~86Ugb8}Tt373L&-+!VJAy1-~*48d7(v4Q!%`p&^Mt# zwD8QPp>Y22dr+hj$#&JZ(9Qnd{vZ0gy`fvrOdBKW!1b7qR__fD0iy?xC3=3q}&-__< z*=;hp`QaKB=%x_tzef8aC@=w;vm?*@= zy=LqH>I~9+Eg&O-K!Nb|^>IFBS+qK~NMrXQ;ii+mz6c#oSNlADdoSBd7NwBZM z7Qx6w+kgF_$*!lTr^m;~+d&RQ`)hj7YZw!7NR7Ux8~|8B$3l&zOzj5D5X{oFT-)clB}$C$W}lGgSw02 zM77qe2Bi`eI7J^m%v9o}RRqzE6R#6(>QA^`Bj1Rz3j!#RUrej=wCnnsjeF0BhA(2) zdzW1)=^p)+<_)Da()qF)`-`0CQVGWIqew8E3sUNTu^8cFbCF?UYyqONFeq#R7c<6` zbHwsL=KXvLsz!k{)@vcQZ~apeGUj~q4+sq0F2!;+zgi=vu4s%7@#b~JwV()w)7fWh z)`<2X!s&bEB97RXLFSWijjPh5&IK{8YR0d4dyp1^fq`-PqNAlXG@c6q?jUk@_BhXz zmc)Sp$uEDmdTjPJJWj)qzZ@SzshOgw zpML}Bc5c6yrYi0!Ua^_IRKzpyc?W4?* zD9H&pUZ5B?nVk*)>t9Fbs!JHj*yCB+Au9_245$Y`smI~iIeAd4Su^feLP&~MUd$hh zO~Pa&sXh?$_WA#Zpa$ZNpg=QFy~ZFtKb*YJYHaincL)YKULdze6U;t6ph@n47i|QD zHVBlM@9W`b?8M4)hk*9Ygb;aG`!2rr-JS?M2-lzsKDX14#zt;%447(@DVwb_?ERqQ zw)P)4503&h2010=2QDTO5wFlQagG-JU@(gNr?m#dUF#`jVtE(&ME~jT_YhZ9cUSz(cg+E8=bp|1U zG$F^!-SOwy_3p3+u*z|ITvCI;H+uET?@LSB0b)8jg!=jkOpz57bR!y8ckP(Clmx>B zbMuQ4e8vXd#Gf-PzN6I|b|=@)h7?YcXq5Mj{8_W*HfDWq>(Z%iznxQoyx&{NF*H8@ zp@ce;OJ@i(RlGwZT`kD<8y=rW=iHYhg274E6;0>ouoDGmsV5l)jW0L4f`2S-lCp>OUz(T;SG zY&EOj<9S6djb-@69-^48qJ7PtZUjzYr1Ho)|%57Lh&Co=cfxeYC7DmW-Lzi&6HB6>ixCVwMN z#9_neg8=|CLLVDws+$k=K+_8adfzF=m^N|xC;`i5N9-47>`UIWWpB6J2D$w! z69fk55@DyDSsdV}#mS3mWf2wJD`fv2o3JoLBKuLeE>PXQIOHw5=-b@K-?YUz5C7n@ z0FDh1cwHeJqc8V;X);mV%LwnHu;~AH|AGnwC{Mw>6dzu+1!T;1rQPGoK*CaK%k{$V zlW;hoZC8r_YFxY9t#?VYR&5T6WR(F5T|YG> zTRE#-DGR6I>=5fX0KgDG0{qYC>ZrMs!?o{WsbpL8Vz#?lX`k63haIqzYz&&rd9Kn~ z(<{bZ*LgK-7{|lEik6cUiyO<|wfA}sxw%;K2Q>!-ayId(`}o888$1FpLN0Yncxi3S z-e~h%UKE&^pW%vzFWb8jBN*cd9Sk!eHl1E6Db8fI1$jYA)uw_}HKH~D%!Njj>AwH0 zp|b7BXesZ~OIyb87f=k(H#MTs0U8xSylMI+~zNLSLI!fp@kQS{t157nYmp=85; zcOmT1%3ir3EKLB&5b(ADte6$y|8LOm4*QZER#F@SpDw?)URB zSL=;wb(!%lvTo0t$PCkhrhbnle+!5xogjbgHP8qa4lcX6I2_Ekaq)CtWi_Zwd4PC{ zo}0^girq-aUa0=gGmFFU$b_f}D*5N!DpNrTL?(9V+w&p|+A4Ie`Y1oi3TFe?gxd1= zf=nI&<1B2d>BC?JJ7JIXH(<3Nub5y7BXj%D4F!7(qAttz;~4mCL5*h5?5KmMFNv`% zw;^DrafXC2sDbwf5*6p?Xu#XtBxKIip>@)MVdOt9tjQOM8d`dHdP;h}Z`R1Jk+MnJ zD96xu$vUuug0dByJ`uUSfY}_tYk%gH-y|HN_$#j|_q~vbS2-iDYW5HYu(aI$9f@GnI9lK7A_j<;Kp*m+}28AUK;miYx7_j9O0(b7-u2i7Z?rPetHA59L_@m;Rr zK^6%Gjv?MNa9q0GHz;Upg|$fffra*6zz-qYzmuy3>9TUBj#NnT5yFJ6X=VyhUVq#TzfcKcv`zHFv#%U+&*!?qySROEjdVgg^Qt2rN!5%h!CC96o z&9oT+VGMN}bpH=)U)00)>;qt0I%yE>Ga~t9uK)!b4X>iKa3IT9Qz>h_e!2~se%gZE zc}~0JlYfQFnU3LGBrfL;6lL}9(tIDe5R~h1Z81YuMyfxD6K)$G8;XOH!Ts^lbE*vF zV5|fGw+>ooLSsxA)1d@@5+vh;th97%$kP7!AT#m{ zwt<{P&xIV-&#E>(#B{_%y3vwj-y|vU)`e9N_|kFHmeQ$tRi)Ku#B-^!Ui~ zMqBWJ8`F?oP{QOt?({c+WUhfaTZRtKx0N@WiYm+cBE9|&=oNNojjoSlS{yDbTOGoIafAa@K7My`9>!%Sh7GCq z#0TuV^ER_GPYvVs+T2m~Y>KA{H(~&aOL_8O_Mh?y?K;PB=RraZzS=q@rm&mMIlSF= z?gZQg`Ads!XLxxWtO0BIzwIrH+K9)_?(b0*``WmD??8;v49kEy^ybk(-nQL`akw`o zQNKN@V$qu;&hks%F=!I-m~%2A-h`or@O*kxCg_?gdmn-NhRPMPKC1C;(E4DmWi0kf z0B+QG76&hekjK@pu_XnVul@p>D*j@@HwP@EeltEdF;2%Av! z+Y(XKm42!{U@$0!%HD5!cjgjO*nw4m;q{7@H&Iu2czaVgQj1X>LCA5;gN*qjXMz69( zBvnlDie0dDK`tM?W^K3}|J`?x?&cp5FyG)vB_UCj+kEb1zigOze))+hGUda_{A6<0 zl(<7=k}o&b6=^qk$#*qWLl%#SjQtx{br%UVPrL|yG`<`^Y3ujNk$+jg{{841$al6Z$$fYkS9V??j^g*m zHr}xOJ;Qu%u|LPzUGhZ#KWFs(J|6iWx=F}2zw$TSDAE!CZEp8b+@y6r$a(Sa+qYJ{ zp++aArm<%C43{m*U3*YWNW&fR!`;|fG9R-qZu&3oFR$m{3}#O%((3DK+(sIVrap9- zzt{$pq5tsr{TlllD~Ix(S?}ExQ&jv+zwyYJOq5F?t3$(xJvc60QJo)IYC;5TbU67c z+NWlcIBGxfX=u34viZgnK`g`9RIEK1AdRViKZvV9!5b)-!t5QIPuxZ`I>l1JemiqK zo-jLeRT@{a<&P7`=C2}#C36B6?cT>UJla%XmdbDG@2c5u6w9keN@XskIFyi(Sn_>& zY6iiDuRnjT@xB9;eh}XU>}2XDQ8E3-ZoS{-qiy;P5UJe_iKKXk<@!G#I3LP8RjiK5 zM8P?8hYjoeYw)@FrU{%&|oSKH*(#fKBzQ!?{vARP%-Kh*wcyC*8UHTO6I;XXx za%pP%mkdzxur{r>Pru1TxzK@tn5Qh#vXsqudwQZ@utBi}Z2SM9Xz6dgs+YNG`RRy% z&sLd*DmqgwBFf-rWJ&j{rmbjmqaoV4nxiZ7>sClgico1HB|o_=|;jMsL0hp-y8{|iYs zUfkrDG4fyULL-O6O;(^P4-ZATXD3F)k%AGz#)f#@9QfsF%93w15J74WigP+TDoVgc z&bz@}&K&^HxHWnDR}yWny(B21y{yp`{4)ZA<>vPetyakwUd;e68k%Eb9+CAZ%z4n8s= zX-Q!A6YJLtUR@Bf3NCKW>e`+nzJ2=!w@3(}?Vw_O7QJd|Vd1tB!BG#!0@YN^Msn-s zMS#*4V(;=O!3`8sE{Z7XxE{R^@f=Mbx0=;CegP)Z;4&|@?+*4o;en$S$D3@4_P7t4 zyk^6$LKvbN2QtX5v{Wj-K_484uKcW+!HEMKalJ6iD~&Hr+{N{c!XZ1i|XCdJx_VKGt~#*y$1&wfRE z0) zF3o3pctuWY|3g|_p9EGQ(=+yd`-SI8jzXA+#~lYP{@OawPaN4EN2;Cqh>+T z%X%VXy5~aWtM(^@#s9Fh{u(E0_q--j#>x`dy4^;i)s9JdS|fC;lWq7Lv%YclMSi>S zwqJ%0Qik_~;G+c(%^j`b7w;mgsc1I?T6N9I`?`qucb3cw7ai2Ryyqr(80gITYlz|; zO+w+gD-%+tGUyGI2J6P~T*p2(Fa=`KF`tzo2BK6H@1=TL5+qSzG!C^T=CQ@@k%QkY z)O5H-YGVt{l#%fbDqM8-FT|QE5Rr%1YcgjzCC>hIE;s6O2^{!fOZ4?EW^Z%`&lFxU z-ANwxa^*T*K8omAmss?=vD|&##-xOZ0m>ea7=JhweHevjSsuD&xe@O;=1jD+UY?`a zo>^2|9Rfeyx;PX5efhM?oS4G#ZP6PS^Gi;8Dbjfz;*DUxh4(YNT})G93+pl7uUL_u z5e1WS!N#3A?kR%=>`@T(scLRTZ}n4mq_;Qt&Al^P(EF9q1wvSObAz44h=F#(>Qx+iLYcT(=wW`$9CJ5_gVrdREE!8RIU z>+uHvY}VwY^1O(WF?v7MXo0Xbln~Ih)JgnyZdnl&GDiUP4HQPb>}OIXVQS{HZ~y(< zHQ>(h;3UID8`h`CksJE>8;JhQX>IdOIKcl(#jWXFbZ^GU;DBeC0U;a&6r}ly*I+FS~)Laad&JOgm37cESDD6tJ~4Hr|4Z za4v9-OSzQ1@sT5QoJ|u7GXgJ}r^@cip2SKBBRRN-!`S3}!e4OHUmUpY-xzvkh$@hq zyCd$G5_)h;Q_T{I$8%iQP=wdJM`>Trpt1V!hC-sLT0_=0qY`L3CE0QL#-(!l4!lzFcQWu8h#x-uwq_}bZE@N_|in6xxesiry4xJ;G9Mq&-F<}}e!0q@ceBasL zGXa!{WWbvV@Y%c0`A8=fl{J?ndqz-U$2^9_`$$H<%~+XpP$>c4W@h*;yOE#bIGopr z_GP?vIp?ss6}YKGw6SHK{oD(}WqDlSArfScv0;pjKT1m(b8>R*oSeEwY<3rN^7AQ+ z7OEE92#@t$930j`6zp~=U1@pkZ!TfWr#XaXF*;Lty^}(6>Q8T};@`$gO054B2h_*H zqVi*Cj^Kgu48R!&0n+)8OmJKMY8fEWdQF*nj} zOw2u_aQoHiL7bC%dHf@oLv3Yp2E^R_oMbVCbBLyYY>{D`Y}^OQKcPdW3i904{R`=Q z`yHR9gunlRw-~!L1B{`bmG;Mu#RkDJie$TFyo3qik?uCMTH3bjYsJD7$ae3a-7A3zD5-GEnx4|dp7y&4Ux0swvuGzrCxB}Mcy{*Wnm#{)Hb;vW7T-GH8Z$IZB0)`-)KUcPEMH)M| zt<2}F-3a44lAvW?6D?6>4*anjr>tE;#`Kben(4`GvC`<&EAGy@AQd7Gre`*&R0JJj z;t4O>ss=%owZCpQre%KxmXazR%4Nko%j5fv>x1s1)t6F_%NMZm2wIrq(v~WO&wEIR zCSx8MxG)8Jt6B6cWnQATuszE5o(sMFgLV;!`0d%kT9{)Y&lBdJE7rV!y;aDJ{atgXm;H@{ z&|+@BlbXabNH2S3kWA)ILBQ$jHFAlEI)<)zw84#6UY%2!YD@HrjQ`>f>p`2L2VNI1 zv|FFkrn(vD&Dy{H?^ShpgdkIgy(Y>{kPd+Q-BliU&G+ApFR$?JI4gb-Bsn7uQDB#*p)Xaa!MRY zBejf;JdI$y_QrQ!x#^vH_ww|`4umG4_9}mkI+te%P5K|6t~x5}_iHZQy&zrEpmcY4 zBLaeScc*lBD%}VOC=G(Zmk#L;QMyCA@qPC9$9s;)<3U`P&pvVQ%-or_VGpl_4NPcphEw{ABYX8iZK ze9%eGu7fpF^D6D<0AUUzHg`ILRL78N1Dp4O9@A<~Qj=q)b9r5TR%l6CBcEqVJ%j5| zXdbZG&9-A>ZG@M@xm+tkD2Lu`2T8x>KdSEVmN+;QFJ}dV#>tD<$k_mr>Z8!MqlE*M@A#0YFBM z(UI7^7gFD|9!KUk#FaS7-Fb9dK!T3UcnIwg`I|nRoCv#WyJnw{@N3hPIj|Qw$05{T z{j@Y<_-evPLj$Iig1PDy1l}`K1wC?tBzr;73qgqt3i4+*oYTX?5CB5x;pw@)wzcs!2jFks(%-~S2R{AZ(Duk15;jPq-P^vGeHZ7gVfVO33bcIS**%UG2@vM`VZce zuFB>bUyd{uNq&~!M?EBR+z<9FZzeG!ANEa0CE_h&b-2#H;Uy>_Fbl=;oufP|vn^5@6r<523g1*|$)RbRJX z9EHSvI;^NG4AT@8PRc7r#q|se>Tnf3GanP$2(>fLB1_D7c9!##3|RuP zVOl*yQ4nXTEB@rI>R|yM`DMSmoA*|A4!>F}RYOL%Tnfn4;^8FDXb9^^Xb0PQU%yFO zWZo|?q`H@0h8{`NhBm2{S3q!OX3oKAPDp!;>eb=XFl?|^9tah#PpOIt!tvf~0i(J3 z_l;&fPnijOSIBm;DCZ}@@ETxI>v36wW?=GVlK>5d~-&_CNvW=DN3_ zXeo(>UgkC%8x|JxF2hD>RvOAY@`ct_l1Wx@?$YBO)k-$;p=^Jh8M>W8wU{@XpAc`U zJ~0^%ZjcnF+E@1r(+=7$(g>xPU%$T^g9&sjk9T-c+0Z>lF2}g{<>k#4`RR8>7M5=e zs94!!OOb`N+t`z|l(|CnLcmZ+(@k;{NFMd!7zh&^TEyIwd?2Hn_I-Cx!pTa>TD? zLeh!Ycto5sOP2VKj*o4fsRUnpdUzD-82r0?XCVSIOzr~ChZ!Lb%ZM zxEdmDIFdap!nf#CEaJ^S7yAVL4j*})6q}J42U19$14eqmzPV`mw<;+3A-ibnh@G6% z+|qF>Y8v5AAOd-MNsP-sM6HVPLW0v32)W03j5ijcO2UHr;*(jAK zbw+U&iEwuB$KB70`!g!^yZJZ0a&ThM-X3dfjjV2FaE}Xw!GK`Endg-$e}b=d{v!r+ zL5B${t5zBoeNHw(9!&E+Ej>Mbz|ATQo{pupF8I(q=Q!cPW<()Isu@>OX-mB7GAw2& zb@ZrleqY}As+V!P;Qo9-b4DiNg>tXfJt!#!AGPmut05WOO79(&VHV`{oas98`Khnj zJL01Sf?{h7$%($xMK->YXPlJ2&?9qRoSPq8FPLW3`R)!Bea>c^F)B2S4vLt*^d%F1 z8M|}%U7euTRR3!370VAhZUT3I!ssL9B-EKTj= zDFCr^b!jQ(a^{E|Lb@qWi~u2q{k^xE8a5D}SZMA5F(Kc#F3@7t2Hd$t-FyeRby+-v zf5!nWV+`WMGoa=w3z^;Pm$Wd6x_*Oi>-DhQ zu-J)k{d~5U41-)@RaTyHPPas_3CHc5y~6XCU-#*}WocNxI54u2$d^nP71dMdN1SO? zd1&z5sO^O#V>Wu`rR(0%`nxi)tgii@(On5y8={s|G-KF&n-eflA+V9Hncn61T8TxN z;v*S_mSoK=?Kcj}u$OioUYNmr#G(n3Gv-2dhDI#=S~TA|&=UHOkk3^1Y!2ik3d1#j z{29K@QM1XGi->zt9FMrrFg)>*``%?u97;ov9)~}?4i&w+Q$Z@$Bs1l>%<1xz*%sXCP zg<`y}CEdO2!C-GB*}YQ_x+f@UGxpskY#uxFGt6R6MONl4wtTIUjcj-Px=G92A8CNk zR1?aCZo^{l)s}Frkx-Gs$(q%4hDrRy?o0cRBmc?|fyF4389fF~Ql9++s{mN^f0<$H zbRTIQ9-xTiHp!(KHOd@V_VF6Di{ag35QlpM<O_JeJG z#Dfl`mW5SSKOJ?Z`Vt1W#;_YhX-N?Vn*Oiw@pG?bG9mqm&#H2wUnJ$?$w%<8blA++xgtNOyoI6& zjkhXJ*f4cpuI3zCap|VsPgkuIGg2}PoaQ6TYVLeD81RI1-_Cqe zCD{~4iulR7*c-5ECvW~KsM_Z~Wn};e#m<15j1oA-knu17p}IJz`d0rXr|yiLfPkC9 zf^=$X$5tIwU$F52xvKz>7~=!lR@bMih0R_Z@xJThl_IUmzd#IWdiuMgn)LKo!NP3D zdIwXei3nPNvK{^1l#rA;%CIL&w?x)Q3h~l_;=dP#%|Eb63ELIWdmW7`#MhU#YF`#> z)9M?~EX^MC4>YKpEK3^+3ZTbMMEQ+)QxU#^FOtKG9h6oGAilJFWfKD7wM5_38?D!X zMvPA*H@%CE3m z{g28^w)-i>m8TLWKGdZt-5eE78W*<}l~&dkD9B10E#IJFY^g8n=mkRa)-j1c6xbph z%Nz($^(Ot|Q_B}YtI@T;=l{gPmyd;P9@Xx5Wf$;p+@kj9FAzEQzos8mVl)WW_`<@*5?^b2#%KeH%x zGSQhX%wKSHrG&-)X7kvSP*Nd_IzkF25RxY3bqsivScM%(XGb)#%w8_L=*MeiY$>=WRF07h*d`M8igHQXWE8;ynIR&^#aDT?T;N4>9JEinZzF-2Y2>T^?ZD5AO?)LD zhj8%lgf}+wKnT{C8x3k~Z#Gq4itx>TIs2vaJN7>f68!qjN!=CO$En0uZ>G$1TqO`l z%h2gj?34L~2~C+znVyRlcRKEcN1sUAv)fbJc~AoCAgc*R(JC==#;2%2_IBxq0F*E~ z2u|qYd}!sJNO^y)8LVVd+CqA`5^{#h(VwU6<-r8eBTneovrOv&= zn;0&{Y)HBk7cshMfowqRqasdtQsX4F&T)G zeF?$an>C1jDa|2J9U7>@2nvO~ht>9FG=Xx0AddWwZpY2dB=LbrEV5cK>;|}FOy|x! zhSzO-w1AMIVIJlZ8V927&>ZJZlA!yUf?BIF(#Gayv(+}wR#1nWf#f9awq3xKB`&=8 z$8rNn47Wo=s3%?j0%7sG)xQz!H@|mvQB8 z*@XW~c5u?FS?)z!SrQkjQ$$>xjFBsgkSmkbGi?2kNB#wz>rfraFK!3VW#Spx&!WD( z=DD{5-}^b8|10p2(uC55;M>&fNr-+4@zV(l1_j>rG9~U?%5Tz2YPmC}JxX2T-1|5` z$KtwaZ-S_x+wq!Pk&!;k_?5>`@*}3a>AiLe(#%Zqj#2oIOpcNcO5t}mW1*?e>Pw;% zH~&?9Qd#z4|JHfW0vmVG4sWV?*RlcTmHHDYglmDQKJGjUn?g!SDV90G%g&Ak0O*vk zy%T?W2jt3|KmgUqk)NSNFLt|zFh9V3_ z;7YTjfcp-nl#~>QfI#%nkOH}=U%IOdwsA@O-1AqSD7mDN=D?Hf+J_oR zh1R(WBmP)AF3xbXBGo*B44L7i@agTfECiJ!(`=>R#h4!6*loN!brN)t7n~vR@btK- zcZEJbV#F+_8>0AXgKz>lhuqRux+lv+sYmoD8oLf#FSqD~SI9<%G(x>TjP-tf(;zG&D|82Z?5w*2QTrJfz$xtLphyzCX96FH2?ufYecLV92MPr21nunR-!WHSm(o?6 ze7WhoLV}CG(mFT@`X5*v@{<%z#lMs|dYo{ls3E)7I(i<2iAwLCShQ5-zS@A$_>or^ za?qH2p)27mda^XQnQcUv2?@mdUtytj?qQ#|_G>l$#2b!sgd`VjI zf=fplZ1_4eUueeABg2T?aWx@bHD6pc*YQARwkbWecyjN~$VEf0O4xisDl^dV2lMpB zYD`Z2?#_-C5P)Z4$MrYARfbb;$v&G5pJ!ra?FDpaaCt!>Y1P|rky1tffdVYv^KgD0 zoM6rV1psu!<54x=9?7`9>H3!dlEG#KQxw9twk*mST=dB%tn)mHU}bW(Q9DuB{oFT~ z{jyI|Y(y)o^nzK=T~9>(zkObgi{2Q*iW8s9Dfy|%$>107ec-@)wR%GSK_Z7EOh!w2 zL?Y)Phq)~O>*l{W^*EUsTQ4*ekjeyIDvKNL9UtiJsw#VNK17Xqf^=Jpc1fo+^fPkkCHd`<~TU`boNM0yVxvra#*rhOP>4Zc#Xzwk{U6|1mAs{*Nby} z4tjyU`)BNC0k@yjLUkeFsT3Acb8jvY0jLmM_e2e&d3kw64O5#AOZ7-UKfdY(4+9gz z#KHm+qIyALl>k~!Y%uJ@cgml?+Sb`g850we+ka-|C=vuV=jWiV^AXltQ1~XUubch? zkz4U!|A0}=&gXl3HiJggqN0J6^_~a}*P}(wX4NylwrpY#8Lz-<{K}`4oT~8fpKA^R zPe00*n8KG>7rwD|9lA@r0L1(JUB%|j!*)p4PGtfkSVBV1K%8KLfs3sv@`8y$*eu(@Jvg`6 z3|l9wUwe;7sxV$tdig3h0Q+JP(Xj7@L<sN>#Q1su%$I6J9 z3Q>LM65GJZm;_UG#;l8(sRhw+239-{hy*2zG$R6){9Bh{_WXYJ_H&=SH+dEl>eAm6 zm}q4f-;j_U_=@_N_wiMqRzCUK(@5B+!O5*mnzKJ_4GQ>K{R?O5*?2nTC5wgJcAW~YOc)aNk67At}bIzfmzm-`7IJ}bBQ>kyr^yF zq~X{5OyRG|auKvP3f%kOxjak0bCS~}g>ugEB}wVoK!nKJHM}EzWoW_@pqHxKj<8qJ z2>;a+eT|XlBbmEv|E+^aR8-UlWXKk2FllIL1h2Mx=U7D%qDL%=wY_uhAe5GtUTk(G z3%tnrLrq7A$olqcpE7$#-)%k_pM!+4F%>q2P&gs0?iwi2u52A*M8mv)E>l?l(2cKqB*-WV9V|9h2vZ_6RQa<%@Ni#D@2?=40w{q z4k8#2MX7Ce8cpz+ECjd6`52-?J%5d=*nk%1ZKFPx)#;18MdEp6{X6A`!nx@RF~@(V zoKE4b51VFHX|;PMjSKD#ZpGwUMU_7YLE}ZV`>4R6`yn4=d^|#{GDMBjW*go8$Z=>L z5rISGKQ+c~N&ImSu4(bulxIyk3;lcX`wX?}R!3-lUfjB5S?}o|f~T*)CCoF+9+Gu% zyM>f%ULpHOax8L(UoH)QWPDO∋*nI;;zP@~hefL6M?y=3stNd^34y9$c_ge?fr; z@<5T+&U_Tq)CPc#CK#Nn;0%q>Tx=ia;L2ZWvs#q;won32O!-9e?%^~>)uIC!ly`2N zrKrLeYtgM0O(%8fiA~MJ2Zam42R1c-kped3CJ@yB%eizGo3<`rn^ph#Gr1ejO(6`P z8XsfIVCLkqzKy$%Z*{6=ugR|z%0M6GFd^;f`$uxrBR1DH&I|sWsSg_*cM?`T7g*w zIVhmn-=V3Gs?c_MlnEUj2ho^GLj4`P4?d?1K8=qEdH~#?#iYLp2I~p7vL*90*6&$Z z)Oqw~DM$$s^`kK%lRaj#wk(@pq17%7N4W?>Ic*6~XhGHDMNGFpwdVJd@q3>L5Hbr< z1#jWS?%RPAHj=b!qWayluZk{4UAQp`mEze0M!PVsOkPXJkb5^ho6jxQ2Ru7(YdH zgBL4E0!teTYEQjJ8$9q4Yz?pY=h7%r_hm8TqWfx8UTGwdu&*AoQ1=nP?(YdGgWHS$ zhS!hE6w8%^r7#+UK*1z!{}aOTMOHx$e&eNOg^-q`Ddz60G5G#nRbtZrG7GpY{nF`n z`bw4n1*ZIK^1B9a75Vw-<# zCky*+Qk0g}W^Bgt@}*scwPoixa4 zPo~jR%Ygzfh67KD(_vouOVz#E^kWsj_HY~y+-KqmL1pf#iun?A83a^c1wqCaAtiP? z6x>PkP-0qHEy-dWRK*G7JQl(eV!FRtJ z+7~fGy{lcwYhcqSm20=(^8SqO+`7E*zy)iQ&-cLl1pDRcVdjnv*-Ss^?F%)C-_G+n zE{D%my@i2};RMC{ zHa#_2T%HZY&w;p)G=Z|F2EoRXI|ehj=G76iu|>I7)jhQ|c?7n736eyg%-@^WAk0&) zL|!}RD)0Kbu;a35gI|bbOM(#^aT1N&AdL?G+Mq<<=)pq#08g%E4Q+Akm#^J+@G0Z} zzRREkZrS3ZPuH>LN%v>s7te}1yzjk~@OZ*AVds-KyDx;!Lb1YTy0Q3wncUw1e0ma8 z*s-zbboBHzw6tK`S7%HwEJUT?T_k!~SRev-g7~ihRDjtFgx+23zGPrP2BYbpKXJoK zUZ|`o7-Q9)_yb&83YpN~wK#cx3A8qCr!i|YvB$Xa#xAn)rL5m6`(7?-e%p@;5#Wjy zfm42IUF%IO`|~21@8`&8a_qBDgt0}EyS@It(2qiziFO)|#SlebG$*@cysmxq$N(8e zwl17JI3@$l;MRCze%_&I<7$mbC!afNtxBl-?zrcO3vzCzZzmW>{rjow5w;8XD5}1E z>FK!n9fyE|E$|}{sF59Ipii!_^ep85*|GFt=3 zDcyyT<~HoD*DBuHaq+OX+?wO-#m{CL`Wd}s!s2ior z8&z$f9|Bdd6^!A4XMgp|(&OnTdzZsis~(#i&~c0lpNfQshYM6&`}h#^|8hb2?RWS} z1kA4z?Y?{W&h^iSn{|MQSW<+BV+3^jeD;CfS5a8l)`zrr@IRU%LpnLN>F_S5{QCS- z@uOPxnF6^>_7LPWqgBEU$P|^xCEI=PM~rou0!)($$w-4o3i4)R+P%x~BGev-95=Uy z)8a=2H^l(yk{BB+1&|XUh)@}1VPPRw|4<;{3J*wQL2w&@_lMZn*tqt0y%#nL491*Y z1}VJP8YaYg0cn3c?+yymja22=-2mlsHWeYmME>P5qv`{SfRuuQi3%gTCQ`dAnfjP+ z$w61`<8=(~*mYAa4{}RNk3g=I>krrSYVrPgKL4m$g>+&E2&Bi2j&>5~-tl9)eI=kG zw&+JhDjZOgqH1sTok?lI9uQoJ!D+pbQRv_EqPMRkJNvXJ`rHG~y}f4GqXzsd)$8^n zE)n3>qM)oS{o#WsYz$ol%+AGsUD)^dU&9J6yIBv1g|9}iQrczhKR6g70Q=0;@`NlK z5`&&Ez)!z{m`EvVcl8Lq88Jj67#8h&_OM)UiIMNSLo%>U!8v>SB&VqtjW{lMsFPrq ztecM5k&o=iAyG9isks|)G~udsP5{nz8Z2~|@2|c8`>qyXBFCw*^L>95`>eIW_##}F?j&0D~BRCRpLU9G(ZVYL&c1w_+HqwS1^$0 z;z&*Jh6zXHFQlip_YB}?C1qtupiy1?;miHC>)B6k;dH411vK_`OLgGzGe2H#f&>Hl zmGa+B&_C;odjJ%`p5ZNk*r-$Vkl%?1J_@||Kjwv15pzsnM4OWPB8h~YT*l0dcJr{D z%VFE}1t}hC%zKO)B?RAa^3+M{^a9s{f`V6|Z0w+gknp}J$(NssKbAOra43{`slXt& zbTfWfx{>Zndeitr;8TLNYcT3cQs91lH29v*WP;_zO?zf5eH32)}pb_X9AlLt|q|COnD9cOq2cf#d*R$mDm<-_Lyi zZE!;TU%cZ=^Lp8*_fpo@jH#)qqvQW}_`AC2Yu*8z#H8tcogQXgW_#3`PD?^=F(MDe zH@VZrc#pSfoDU|?cMTd|%MHjLa()5_*BK@fy&?)7FM+YLR7sd5nY2n6vZI?f1%-}O zl@(F*#LA4DdrjIp^UrFeJJ*VbO6W)(N$JeKTeaO;)zK9>8Qpz1S zu}v5jA}LrV{WlWj7iBsroM?J(=- zpVc5@QIEc{H5oDHJz8G8C(EYsgUJmpH`Z;inn1t$ril7#Rr#Eq>%lB@dV0D*hHOsC z*$>Y{U2P_TcVy3ywG??uSG@&bR*=+Wzp#N5bc+B)#*-j83Di)Jn^gZG5J2B9VzC16 zi`}Bu#em4o<`pMtAR~aq+xHC&m|Y#rS?#|4_C6uUsST}V)hnm>+O=Ono@%3)9yJjS zslQ~>rJm@euA$&apg>q?Mg)`K7?(r?#^jT9E~!lLS%_8KkA4!SRpa3bN_BeEGoo2X zQ3cdB8aht+LfhG+SCM{;znpbINXC7;Hj|+!O26etTldv|6GyULp?#Z1QSNL`R-`wB z#9t$CKdDHxc)fh1AeoPgJ;^iTomYEX6MuV!y~QEypL5OJ^o(} z@7757JRQQ7K&QyTh~oCSGtBls!+q+je9xEV;`*YUz86-QI4jM@4&6gOU#oLD0!Drs zkqKH^TCOkFncFxx$oTsUo0*v<=ZfHAcmXIwuhpe!>~Pyn5FH(TG;!F1D?BPHCou~A zmiGcZB045U(#xw^+0k11jGfS?(ndBe?C3*dh}_wYHSQ;pxWDN(dsvMtMuL%kdA}aF z;U14eyblJofO4U5PBQa#m|D_?(O|M+dVFCYstuNeY=pmc@q^I)szDd)ZJHXOv(%n6 ztawC}j^qcY?5`?r4~V&5luD8kpqJ%)J*aqmEB;e+B^*bkh#1V-?AQNXS0PXye}dJ# zgXqaZanLCi^2>4wHv+{>uf+RM#UofRSd;x~@VdMc@vm_U);r*;n*e@1n&;a=@%pwz zurU&~n~tZbGg5p2{1eTmWb< z_%nCHe_3)vQkFv_svP^_*y+VzQdgGbVssoloBE6}J#c84#qqjLxuB<2weRK&beXch zK&!2em>^j4hY*OQX7|u=G~nn9eV{s8Xa@p3sWuw8is6$k$*LL5La|9(g8Ruxs2X1X zUB?nRy1W)``lj`+=R{Bvu7ctn9wykGPHu=2nxOcTrlrY#XLLcIA8&AYcPd3r6kb}P z5$((KC23)aZCCvR8l)@Fx4FMN45j9zz#Y-PU>AVHm)8cbBjVdl1pY_v04-`Xs3c$f z34C}3+i^TRJZr#1<-e2F_9Z?PNUitj`}SSOJHht2$a7seG2i*gcsq>`rOTJz>v!`6 z|Fwo{9O-X3lj_5lD!Z_V zZ$HE}81v@Qwt0v!57P_Vq}JUm_+v+;e_nJMZ4&7O#VfhIt%)Y_r44y}xHaI1YT!4u zz;$M*-eK|jg(_FkyiMMU$u@i}!{);0@50Qdww7(Nu%$rW}k~fwk6B($a9mM!bOE8fa#IuY63hE6j=U zi-ScMOI@99@;cIK>-Bh}-$^XW>rfdMNgu<^sCT>{X7g>`45OJ1#UVC+%OCZHbNrIq z`=*0;Fnn4Mx|RQX@s}pW*SQqyYo+Jfmu}>*y^HAJQyw4i@=E!gkGGYdXYFc8%G6!v zUHy0Yug6JGjwdY!uBo36JZ6#|Kt6d`h+^REs zwif}Jv?c+_%lBGq`fu6JyP_zffZ=Hub&O1K$m<1sJ^^KGcO0RbaON~*q_t{RhtsIc z%37nu8#Wb9ouxch1R44?hk^{oFz&Yc9{aVjd98sfvQ^?vwp{tmcMt$x=s z?r{V82!_uac*V%1BfJE(QoOX!(n}5jh+XC%<$t}IsPWE8#SCM12~;`vr*%P-naOBK(Fl*$&A#Lvzae5cL&nLGXE+v* z+;(4&`y_DMjW*I*(O5p?5>SLIbRbW;YfH>r_AT(vdjn5W4m@%e=^*)kiwpJv>;qy5 znS1XTp2*TLzt@RH@d@*lVFqg?nvFl;zYJ4Cj2gkUkY(hhf2EO7|L|Lu{Hp~$LpZIE z4fK3Tv2edG+6~I_J7uzPEMFdibP0!g zUlX{lZuNv+SFqqCfh!=8(fs;l*ibv@VB#RcZrn)@;Sdoy(o*^bJY`MBvUy>6Yh+Xu zXV7ziO_Kp^)2J=%t5(R(F5WC@?sC(0(&0GappgcX5Z^!K)2yDM6ehAv-G zb;7Du(IZl2h0wf|zB$ z=iz3|59NG{AL)Jb`p+NAn5F9vhSs!%g9i>y^;iiw){Y|HpIRVN3pXMb0B66-A+WLD zUru|28}%h@v?oU>Zk^4FAdnj?D4}_3dO8$VVn5uR@^9nspPmj*mnol3$y3#-sr4sHPEuZK!a4K1YJMEwW)z$UUBUoKF!3;3SXJ>M^MZ2*j-40p@A)sqL z=K}h|V4O;V=Qon@q>58qbaIL*xFo^1E@)=bvP_wT6RnAVC1`{Wm&zxuGvyPK9wFb0 zFHM@p+yU~1&p55dh=i6xPA8RW7)(b(g$5_m7ZcL+s5juLkfC(hz>_N)QIPNr0x64f zIHUtxg!W@jPzFMY!Y8y8qW|Q-WJW=0lGz}sObF=p=EMsn-yHjylzW%7Z&xJ9Ye6P4 zlOUp$Sk?Xg%6&2(wM1KZ5)U3uB|LQm3SDpTFU%c%DgWzF(wpJxKNu;6K`RurbG_mm zrCTNI>nrHz??1J&5(gF%;J$@VTEhU2k*Bio&Dc4c8PJUla1dEpSs$PqQ;pFf2d5Rx zl&?STMMFo&g0|b_b+ytkJ0X(*D+;|ACZj!1hQW;`Mk2bYVU)(f)@M{4PcWJR7f^e+ z_JPD-h*?x4;s?DxlW>nyR!do36q1bu! zn5~Vjmmss@$*XAbd(D$}N3BdrfGk_-eQ)NTwLkf`wmhvZ4IriJGRjyN!vr;2aSUWn zie5w)Sx=K&sF=+++^@wG89ODrFf{oS3)&oyR$6dSu*o@o-lXK^feX{8m$}7se&7Ol z0!{w;G9)E=`Js1+Ilka8 zutP6kMzOILe}|(g`k*b(H!B=pATDgyg87NeO9y<@SOP_rcRlM_W>+CI5*Lzc&M{{2 zb)o2F*nOHDWOHEn<)6H|cac9k;Fr5Kw=8ANQ>{5w#ELhmo-*IzI{y_$0IkmZnXcKtUGDS#*us? zjENY^OpDD)pyw7SPKLKVP zdPVk^Xql|-?>BKy<#VaC&x}0AbHj3dpJk;r2LtXB&oyu{gZ78))cDPAg#Ae}wpG*A zNJmz1Daq`(s|(-Q+yn(ZZ#BD`Ig?yJMd=^;Q~tR~vBN|r&5MOYj2z+kH5kC%&@f!G zxTcP9*6~j)bmM81&*c0wO>v4`P5)2@axnytM`u%D&_dn*_&Jc1^e@fzW6eIgeT}9)UJCB`h>tF|-;V!TRAT&R+sC_> zAnV8X<@U+EKsmgeim5x`&Q2!1qWEaJqhCH}I#}}0#4xZ8S^q;`*ic?hJQquA@deHHW) zGtPSykp*4wQ6TGw6S>pVl~(Ot9d+WU@AXk3>uuIf5A%@726Kkul8JCqUw$G)&;HEW zXEq-s^gvLTZWQkY*uk~mOV&YC!#a<1yLTVoIjuK}$qifpG;y?|UY^po&oqlM-v{1( zXS5qAH)20LT+{IJ5v{a14+17`bdT~kdQM_xdD9DhcP)W4e=CfcC07E<`imzT2V7ar zYRtU#PSesI#==0-V$!|Fqxu2g9-nKJ1jrGVR+w(wZKFct@=)oH+9I}%NC`p9pB`3F zCRP73f!{X!dnSGl%VAx{%^Mf_ z$p1EcFuX8)Th3Fxl{O{I`sCmO$TO3@M0f0jg#}oPxOD< zkRGji|KaWM5TX#f+aiFS-v2<42pbfE&D`ip2gf%6GhexcrOpq+4Z8j$yyav|6MJe1 zwh=LVR$1T237Rjyyqkz%(>r)3Q{}ddS}mwd!QirHG`9%O`_|4FU(8CCD~RCaFHn-U zpP8ZlGa*cE^8+jNxj0SB`aaEeQqe(+*#3iGPyf~k3cKrr=nwp5EOy34@V{wkYty7C za5(=K0q<(U$+yWM0k%khNCP*nUqM}cQ26vm?`+t}Gj0nr_$ z&l=qPvGwuA4&5{(2*`usZ1-Y{c9A7F!*_-vP%-B}FN zKxd-}X?L)INcd9!l5=Uzz0zu8--uWHY>t-g1vm)C_}xk3g&Cy>`0M)qB{Lz0ph&-^ z8Z$V`X+@9dmD6=B0q&vf#Qq#7l=XKt>u7o5{o$=ol<#9+v^oX=S@>eDDFT=xO9X>^ z>p+UtC;P%EyuO|b5FGj)JK6SMB>^S>JMh8L!omW$@Dm78Ty#GG8D+S16gCYT+o%Vd zhzL1YXT{d3rNCu&4LHB{0*6Sn5D5slnP6HZAlv2pMnXa&siG1uy{XS;)l&K2J0{V- zuLM7H(?Xw}u5l=vqY-3KV=&=uNO@FC@?_H!Tt(`PHNIUWZF4ts%PwI|Pc887eV$jL z#!9DV62Wcku1Fi;x)z(ypNe_ted~+h;F;P&hY|aklE29cUS9(y*D1u}0n3*(?{EK2 zpW6@dy*?9;+Hna37hUXw5u+rsQ&isy%xMWu8&XtMXi11;ytU7O&-JI>ah)GPpbFfG z`+<{f2>3_|f;sUAz{wg1tE_=$iDobcauOV>J}7bR_Mn81R-!^aN=o~`S^UN>jV9^?aE`iWv9hpm3ns1a?x-iE zm~*sYb#@&`$=eGjF!-{fFS`s0K1qaQihAQ@H-$KyHD&Y7PFmhGM>~>xjb?KR$74eg z83kqRyBfqWjfk`FMK?#3r663u=w> zhH`UaPq1&knpuu2g~~95B%j`UkG>3JyIBWPB2XVS^yct6_5hvMt5{%1EB$TZrI66_ zk&lN5&+H5>guXqSD+}Us!1M1yPoe4Tem;Hs|DgE)Cjp3 zx;46S;ASBQ9-pKoLJXTa&H_M=4!E`Ani?!uS65UltO&!`-k(_t$}cqt(TU2*taWTQ zRXn!QR@w`t&80O0{u5<(1Y$0;RNBcu!r{%4ujzLC+TK?(TID~PWHp^DV4)LP$3MyT znm|U9=9fGyfsjIGSn|e!0~(72){&&Yy?FLvdx|LQ)R`>y-%+l^(FMh^VPxoQHU5Lp z;=%m z5>-|ZVt^@aaIV7E(_iocre_=dYP>yfi)=~%1zy?D=GpQH zzjtwh8%dm9Y8?`FWH!u>*pQyH$vRpX?RMf;AB7?fQDFS}1Y$OCw~~yDtCoJTd(H#M z-)zSCw`hTXcRgD=WsSV_Rk&Jf^z0g1!EV-9g6&%Lf~S4fI0eQCR_mhK$e=1=tH(Q_ zp4crfIr8BC!m@OlRvX87PmtAje3PkmFNFMeuGzUT4}YKTG&ewpyhUu%ZBXSacv@RM zbUGQ#Dv=F%3#Z#LyNMo=H;m0LpC;TjG?KH<9O8g+^xwOHIQ^aRakaRmJy$bxbFj6X zxpLvC`T1XfBN8x9z~?Z2`5v@%o3M$pFI5Qyncz#{Fb^BP$;PUV@`fphfc13b)5FbX zNs?I4^V35e5Zo6`;O=4eKa9M>w1zM}RYLFLrmNrgHXY|?5`y_J87Nh?+rP12eI9*W z*K`m6+-G}Skb_e@=+mr9#@6qrQnCwzw|*d|Q#J*(y5UXr65zCFeN7V$dRVfH{x256 za>&@`sl#1#vp|rQMAMd&NqE)4H8Jiae6P>5^Y>jx#5yLVY0y5In|1jc&9mg> zZ{^&5~20?yH3g#+x*IHH%h`2pvOUe54pqattLzTE_4QsB}BwlN!k ze6#xCZfyN8C=nptGdz)wk**u##j4{8(%uh%c(C6t>QfXl#}PUD%-vDTc)NY^Qa9<) z)2~AQ*WtI3&5LB+h8%Bc+qQ>rdd~SZ@e2F3Xfoi&0 z9nX5DAKgUit&XDsdE^a#hN8uh5+>jw%_YS3Nm-04O8RE?)F{S@a1Lef3)MyN%dEio zQ`lJSXn{BtnAhwc&l6UCj~UGQ!}b5QkHFIYe-mJUQz3(~s2<+ln?NZx093`}LzV~- zm|PAF?PGw(r(=H+xGqH&7t_L8CYX7SUI)tj!SKYyAQ0zSdL4ZWdSX34KVQ_{zAy~f z_2r{NK94quGncA^1W-og`ZB*>eM^T&Yp;e*%1U^hrhglGEV3zF_w(5~W6T{sX8W^R ziVSK|a#Z!wSI0g=l<4GkYOJPh$7U>Rm#yaYkW%DFlCNpJhp%gW)vB5HO2pj2PH!NZWvn1wh)j~=7v@e z@Tlt2vEwB%(W!z_kG#b`jMP#?|KlduOi=!ZYyHuDQ8Mv=kKA6TzY~Cf8WJp31Qhsb zl>sIu!0dA=>>13)fF}x*27tCV3^s&(CVJ&3x-(JW>>BXZ5_zMf~~W*#m|U~M-}-a!gkN@ zILuBap(yYWnL}1{$SBi^hm=X8WU9FC2i6xn-Y;tJ+Tv6qcK-9*LAzCWrGhMxLm2=K zPLZUSLy<2c*R31pvck&KwZ^0}FEk~N<5wZGnM6jgS#C82dYt=Gar16{LA`n_G3-D~ zL35rt>QUqL#OVSh*UPFBg^>h#Fo6Qv2NMs4h!n{~Q(vC|%5$R6VWd^cHPgj)Unod3 zh%6b&55qC~xHz@qQWGflGe5{^{-<$@n%=9#6s42vFlky$kRpSKhJq&}GFJcd1+}vx z(MWZxNeulCS|U18S&4-+XJX(|0ze29#u9q}2IKc4lxQrY@(#WDo7~QU0F@0v#@enx zR`oQ}u)AauT(Y<#{hAW>GsQrFkExUi!o#FNd_)pzr;{)xNzX|3>|v1Sx}88dGfY=Q zJkUs+5=&jr<#Xlrf2_S_SX6D>{ylW(&|Lx|BAr8*ARs6rAWE0CbcuAARU%kW!wzoj?lI+9)&G?P_Yu`uX!` z=Zz88r`55bJeHvla7HgC?Jx57Y=b&FuK0J+6U;7UlllM(psOV0zRCk{ilGW6=VuXa_86Qt4KOE2bDntusE1|LMiD?;& zIOG4gUS#?$fa0&o-9|bov?v9zl?!ZLCZYEZI=d$PX@=<`vrmcm7LX_3!)a3Hz9IRH z-qiguFmeigu!KBW|Jo(ga+B26a8nyuzaMEJPz-xwzUAsBiSa=_rrXKhkfI$4<%i{h z&>nf~r_`9}GWlcqqchS`D`Ug-eMVojbyKDvt+gxK`v}jz{t_-?-k-8uC%{v;x!BSL z`X+BSUt#VoftzDDNQSY-cXR>gOjt||33T8nGp*)oA>H((GmkE#W_4ovG;0;Bg4X}s3I%%L6p9F!)-PBdkjDyp8g+K>;NLp0ps$taWH%531S zybbr%%4a%Q;@k}MEo0#e@7-5MNttQyChE#s0~SS%KY>NBK`7qF9$l-6Dzgf9%)nQm zFD{l4s<16>aV5RZx;#ZglcX(_msX&QNak>SmXWa>CI}29C>2u0gwO>c-8g)VGyEIP!F5g&eS{{~t zeFClm7U>669nI|8y47+*q9sZ1b0R(q4Hce#Dc%mr9~RU}gYjTSQE|Pu)$E3Teaqy$ zP1BR+ZbpPZ|5o|O-%X$rFxj1NfV`VEM1BMdLJl@|cAY1J2lkd1{#CWZam=!D_rBJn z1I1f$adE5r)XQ)nC|fG4`_&HWDE+mKv~4vc#&Hik{lZ7@4s4}_-%m3h0}?`umXuza zr@37BpG(Bz#8^MRarSG5HhCYGA1qwT8q_~XegRL^9E`N4T89UhPYapzno$U>o-7($ zo5Hq*C3Tr9cf{Js*+ynYml8c(DioG+AKP;aFLwy$apTuX`w}tzX!T1P+gRfMT=qo| zALGv8TWXmq@AM-sE#w_X`s}qH=78VTGLs#3z?Wl+GPi+T2~6~YKmNlK>n681*O{V& zX$e@5$a30vS@DoNK@6~Bm??!fD9@VLy&)iTF~yB1aMzFPS#i-tT0Ira{E0 z^~Z*bw^ls(s?Dq9Nnd54;7DkE8t|1u*@^=GUIgJIK3;-}sh(?7O_*X!#COu?wes}1 zGps!_!+TdR+XOa?o%SFgqz2v2&aMJ@AR*AKczxb56(q)^9!I4?7D^8z6~fn#g$^Zt zub8e!!r9QJ(rJ`SLe*?atkw`cU7kC%r%b1dW}K{Mxk)h+B^!E#{G}tR*vM?RxqbID z1(^c)MN9*@d_S}=sOnW-i9W%m_L8rTg+uJHsHmt`Ks<$@R4pJm4#I`Pt5nYE=u)ts z^?b30V8jTG>8O$6M&p?paZ%^Jv&uZ!K?*7RGhXX?_Qtc55GW}r&?xb;DLa!7%wc#< zHunUJxngLpmeFk0H2)=~V~p9K*0ymUZ1Ht$M6Xm>)=XypTzh#LA3>t1uYr4Uxf3Fk zg-$Jm$UdupX4T^gWWEfmK^%gaEUI#34)lmLpxA|4G@!b~pkw2qdg&MR{yJr(xLOp^ zW8Iy9VS&+T2zTmSYTqX!{9v%D>fa2NI+qCQx*JCgme#P;c*?3&jgI&`LY_ z?YWMWlsEwH-t}|AyFPO`BVr@{-=7dOy{RR4c8*lF&h~%7DSptrs&d#DQ%t0NPh^96 z%k0%%>e{NdW9{I${f|!H%Vj+aSBTV}SfOi$e!lnMK@X^Cq2L*vJv~Ses$-fw=2!T{ zrSqnnuNg|)RG)sAJPJl8lW+zT`ZOP>1s>FH!=3VLa$J6oX_PGrBLpZ_9k!KN$i*pf z;80_|%8K#QZ$;1wU15iN@ztm+)a9*iZIwgKgpBICtnqNGv+CIc zY(@Ktg(5!iV?B10n_p@$jw_el`S@l|vM)0&ZtLj|^ux$LSyn=%bvGvF>??t&0X3yZ znmF5%{#~I1RRk12?o+&wTt4u|jf|Ij{z4YKuENFiGH>4@i*z0Xxjc7!b1I9HW)!w` zw70XQsB1p>+VSp;oK>ey6meXA%od==iJxl8Ey(5D{|)YM)g89p@o|f z>yaP}Ns7SNG1YAMTv(&R@|+}y2X2m1-E>E_1Fu3$aB(dXl}Ab6Jo#%m#jQs?SbQN6xlvkT+t4o!Zu}TJeT|8)#r7`?7 z9R$Zx7JYC?%_1C)tnu~U(aR33cW_2W!q-<;%rbp<8wy)6(9shzGh@Ky)X06}88=^T zi?=DKc{wygL)D!6Cw|iW{0De+IRY}Bp_8fc)cYQJ6}*e+G$lNX>%axhA}krA)3Akf z$Bi~^{IJTd!0JdJV>+9o%k(ucd59;JL=M|vSkWrGA+X|LergIQOUwG=MV@y0P1(fj z(ZxlCZHHeZ5ClJ59b|i9qbtPABntPj(s->Sh&=oFq;Pr5k3*MHASyjcfGgBxCjE?5 zWwjpHe-p1ah7Ig-p&(Du)MjETeNXWh#1{*)I->PuL5(ct@KSSon6;Ia830M>A+ABj zR&Q_b(q~PXaBYs(tBER_loTvA+No^U%ktxE5-3B*oQ`g!tJoZn!4u?D2}qG}C=HONf~76U z1LWKJ)jT&&20BQn!Wys*wSf-8Qmx9YIjGZtNei$SK}<5S0)Q`4M_(Tot`SyWFOKpJ z+SpZPWd;$Xeu3|OBaBBV*5${$Wc^5R7)TetB56B-3;67P1MxuDN0q#qLim{?*SRtuW2!RHn$eN2x<^8YR^%y(p_U`^K_IyNDq5(9O* zeee4zaWeUfepdCrZBSfdnzZ!+rgi7#Q0kR1ddF6vm5KoMCNbdw0nkBvz}N7bJQKjZ zhzE#)`8%Jx$>CY)1Pud&uy4g3S4Wwlw$N7KJ z3nB=zjJ&oRynZj-R@t%;DEZ}Va;2}RAq^y8*9bl#*P!P)MHN9o^}iRF`dEimvjnGv|;$LD0GnT-PeDS9y&0526NAF$U4G$U)DtU4aR*q?9lJGFp1bWkLeK0OAE~0A3LO?;^f~cr{ry7V5+OoWo600TP)YOLLlXr|x{4{SI z_8Qj5rqI~K%6<8>@2_1d3&+o^Q@cl8cr$}+1ohCbZk7A_68f%)^Xc1F0nmus_l9Zv z;rsnKsKSoN0m^at#~rz2ibYfGGVD}Dlnx_y$0OS@<=Lsbk#KTr_cvegE9DZsb6T1A zq+S50T89jdBGUm_72SFA)3LWpC)M+&4nh1`xcvY z9-7}4eA}8_#Z7=)|E;c(OaiX6^9Nz<^*{T(?GWvex0J|1#Oe~k85EHzkQH)xcf^Oz zrx^{qj0ybdLOW_xtlgR`Bv(EqUo=|K@DcC(0m-yl)_68UkOp7&N2s}MdjWUV9`m?9 zbBEAYSWf{d6EsFfS(cj#jFO&gHS;O$pqI1nA--c1uUvyq89*= zl}}4W7-;vL;I=x;AK~Tb=-7>FvG4u3BqopipXH+ca+D;q0=bky6T-BrFI#ZSeuLozRgUpUSl*$o6&N(j0-0pF>nFRmXDVtfqA}~X`)5XL%?M- zTaP(q0~Yu*cEm&lY+FpyMS?RSuP zSZATh@lq-Bu5l;8qAg=W2KC*9kDXnOi4Sy*^o{qovkB8AO%G|g*12*UqHHa&5P4(Y zoE6`oF(={GNt%x4d_-u;`y1TjI$b4?KhL|Y&?4j&y|jGrP}NPv98lEiOXYCL1# zU1xl__Znu7P&NX1TcYj5P}M$QEZN^Ei2p!43{o%84tki$n3#4)Md@hhlz~Ucc`c2n z{EBt#<|2BZMZ^7lfF7SZiJotX7Vd7?Cd)lLQ_jy?qFzN>SK|+UChNhk zTGNCO++lezduUsav2HMm3kpK70s+;8%gf8$+}!W9iaJnJZd6ATOu55em8<$TxpedK z@)EKo_Wp6;oiSeirUB+vJn_Ek!Nl)+zOXs@UuNef2Wq{4gVgc(8;rWwUCp56FJ<@qEphvF6*Rd9-A+asjCnAFdHmrL4~Irca&Ms&P+ z{i(ZDmc5Ym*r+R77QGHNp=ygR6IG;;zh43ngE@-BYa;)E3I=)7*@v+Z3O2odo=s29|c$NMfy)9$^S5YMil#VjS z_tlR+N7~?D?*PCFA>0dQ2n;7{2Bejg#d=j&Are3dphYt3-19idmk1PE+e6=saG=<}A+Z0Kd0^aT>5C+f7#aN3a zrbBVOi?3&>oOXM!8k`O|3=YTIsHca?xe_Bs7iQPns4757pZ)iPp-NvFHW@;?Pm_ve zF4$}oj}uxte`uLKDS(ZWbFm5@;3B`$8-2f`G=nwa0n8OliqT+qg||56Ri;Y%&fGpO zdC9cn)k;i*?Jwy^3RY1t1ur8SfE9DdjvtCRFtN)FbmPuu`NT5nxb`#GxdG=z2UF$B zCYsHM%QR*M@HyXG_vAd2{(Q2_{4IQTZ6YTyythiIbfZMPUrW(#Mc{AR^zLIA)u+~h z1J5jAL2jZw;C`?;u(G(AZN2nnawcVF9o((hMMNmcBQXKuq~nMGCC$safZMmgUlRR} zG`qVgKuspDdB}w5j%IJBc>t8OO%|m<8zTbG(^C^W{gt9B;;}&KsaWt*#G@K%As|%N-M2DNF{j0{0T(ZXEqiLK(|nORG4f?r z3^5NGInzel&aJ2!g{rjRjU|Q zJ{@KXrT!c%(NG6>)y1XYKsPQC2pAoD;L;Zb$kd)mG+Z84l1mP z^Q+NW5ISn(#(lrS@2gU8C(Q=>%Flw)F%e;+`>ruPdN91qBmg%*IW5%8_y!Ch(QiPn zcx3xHB2F}34XC~y`mv=`wzghh?RvJLMjs2QSNO~pV_A9|;c2`f!&qQ=eo83mqdT}! zco>kQ+LQd6Zf`|N4nf@D<_`XihCUTlZ=25%gA}x}`6XdOkbU${b4juS=LSO1B&^CK z$kH4R7blFylXvoMAt=kjAB`-cVfvP>tW8B3l%FC`I)JY2rNsov{ZvWm&p2Fe<5C8V z_xDxe5_KofB8%RrrirjHOVZjx2%FU}x>zZ^28t>=(_A8mEC5^qKql)&3 zk`}sM)v(o+<~fsn*@w+z9~7_|JN_^TxKaKKC$GGVI;8m)_xd#A{7^Xw4<*01H>bVih-vs;}lwX8N+$ z8$bJ0@}Sq@`-f$;fk1IcavC>p9Oa<8^Q;$fG+vUaw^mH!x`` z^PqNBqu!xv+%wO2$Nkx$?Q(X)y)TjjD?3EACIl!Sf6+d>77E|qe`D^B1qeR0h}wvV z2td56OSjzJ*{M#C#eSEU$BGgday`!O^gms|X|;JVDog~djHvk!z*+oWiv1Q$gK+#< z@|h7kjP>K|QYjYFzXtR_^-lB)>3wy;3;g)TSf8_!_C)emplRNOI0!^>ZokdH3J-I6>`LA)`qS( zv@0a9xgyP7s!Tq=(u-L1TJ6Qt2c1vI#tR0a0+xeXDie7;V~c7_fJ2? z4AcsL+rxQ7U085b6zPlGph56hl(3Om%z?(D0~G09#x%uDfzU+1(gF{p%S3{V3*bT^ zhU|l>W*!ifp%THpU`!~p)Ytf^s30Y_3h`aFh=Uy!;tKvKh#Uorg{~IMZ+6yuR1VL| zMm}>r`5VPC?{1bIUAw#}O{+O3{yjWPi$f5v;091pP9fl* zWVp_Yaq*7ICne=JwSYxqC_TLYP^s(f;i@l28r6fy+GR48FkNn$&iT-G2p!;Tl=|`& zl9O`F8_J_c1qd^DZVDUKL16Q?H^yLOl!!uC=)-z%&cx+)2!|AM^(x z6^3rVY)A0vIWHQqb@~JqKr9nBXg8>oovC4{W0#7$-_mRnF8czOIx)s8>FolGTM zm)P1TX80U=iyia0E;5=>IKk5cP*TzPf6Bu2ob%H+4K;olJv8V2Ije-DJf;_Rfusyn z6oW2;al61q7tPN0o*gWeFk)kmc6HR2aq&o$x|Uyq`ckF1v2P{Qp&laWjgqu77nF6R zyG3Z02Ilm4rq7u92=X_TnuY&iP~tDv!$XFx&P8MkP)}5C9@P0>iAysozhhg5oTB-BBd1{@cihvQ_spk_R7=8?6==1B?uNB zVwE_7`X-fvkeye0=k6HY}0%b&xX5NPn;?#RmGr{ltcJCPvG9wxN%&pY&bO zeJISM)nRi|6Xl7UFi_IR!xy3(uBF*zmJd*s-TEwLusBDBMKCu185(f9Cvi-0iO?$> zfA@1!`x^(r9i02eqzs&jeTZ7?D&M(FQn4=z$`YO~fdp$D`8%Xy8Kh;)dsR_ICsk8@ z+IyrSFgkd&ATTEJ>qiO6PQPNbE8muLdnH&T**6fYBB7c=TEs?iUN?gz5<&=}$ub8u z#DC-NY0@gnXJQC!lPlPfyYrI(dVe^&^CaNty&RrG!~A!7XDQRs9Td(GTk67eWK*ZI zoX|U3khdQ<4Dkn!RslO?kBQwwwxgP%QPt zlg=Ll?3D6o6gq&XY#i6N)Q_@m%N%3w-4PKZrckbUgGGQ#B6`{6#0&3&Ge_xsgE7<9 z5G&AUBzya14|%nHl`o`NQ1g+8mHx$UMlnJw@HCI^FNCMHWFe;#(~$nEGOjPG_m!M1gB%a(SC)~k85`jl67E6fIE#o zEuztMPGzWG%L{#55?L>#v<3YCr3TeHCsa;2-%1xXlVC z6;Oxcm&I1!e#3>N@cfwgB|j_w5$MT~KGO4ea_B|TFYzi&Y&oZeAYRAiJ5yF!oS4_z zkS4Y=+Upu7krwf|Q@d~Ert(aDo*BzK>zCE@!xhW}G_=F#u1OH>kxfGG>yz}3zmpe9 z(_h3-0YrB5@%-SAmqp+mSgzzf_DuNJ9*iFPzYGK3*Yb}!gjKaTUAf(RMY`_IiCRG& zTyw=qaX^-WyEhklUN%0rvFEZR$g!?@4C2XT4q%*{< zdZ;0JD2~QdfL+}L!4xK`b3&ZAmHQ_GrjZbiQ(%|g6d|27da=oyQgn7RRuI#FEb5-W zsS*6>6dyMgEsJ-4XqttkFtRDPwPFt2^VvCtMMo|@KMmp8O%i)dzlR60{F2#5W(dq9 zV|Y4u!iJHWO+3`Fr0uaWKfQQt@i8BwJESwT!L3=^zKfi*UMm1WN*sXTZDP4YGH=zVD#-^H5q^9xm%CHklSAq_W@^D|foZZl~;%@KU@2Q%iwX1;F2q7R zNe+{#bdrXIL_(ioGS);fz1h3RLG=#xIHFaNNNvCE<#mR{2H~la?P<^`+6~-f%IMo? zv|y`IR!IC4a(7bdKOw*!jxi?`8P1Krap zS_=s1B5OR2a%REU)7g41YX_$ItI6vzmP6dI z3KS!swNr2<0mxUA8NOQjXI1&@bih?Uu2nq77{(Sn9F$Jsq8~9r{#rfg(`EdsV6Xo1 z#h!d(c8F`-pZl(_E&B|r3jU@EhA3l6c#8=2(nR~do%yr#y2w?%L`t6+KJU{lA9VUp z`wRA0{C9vBZw0zZ${SBXfz8p}vt56>gL$JC*~;)$l{S~mKLsmQNEQl-x?}`JB?Cfw zn70dK_>}9wJCd}CG%%1>iOUFSo7HL2rAW^5X3MbqtVnu|HUc5UMOsG`X9Asr6Fjm0 zlv`?!`?4#pilz}=xsXCax!~tY(QSPyML5ySqsr0o5scXO<{t;0UTdjsKgbwSp3GK6C!XJ3j8FSj6bEm94=_-&X&rEN{TUK(S0<`)4S3`9_HR-dc^1Y}U{bu2GNG z$=F^L4T3?(?;Cd3{o$?`R(2j1_Xm|6;J!cewL+(d=i51Jt4b*{U%dM}w##S~s~BVL zICGhU95GPK8p5oNuQZ?@Qr)yY?efSb9L1~iyLDQt$SP|0So5A-eWdMEII($2_8sG^ zxzMFurnMQ&we#2Qx5a5Bp>5UEk=f}EwU=ZEc>vvsOH2~-kgZkwmfPYl1c>!ViiNv{ zvthYQUl_FcWs>hkwQKM3)2U0FCl3jqyxqO(h#SI{wbP;ctlr=~qI@R=IJ81k`dLZ$ z1%&ydT9+UZT?#hI-P}wtd~Vpi95d|#8$^k?_^rJyRcTwqo5R?Av3f%eVGFtHXdx> zxZ7xf#uX+MugWUOhY7F<7Re0QAG$Xpu-`P$u#Ki`+0entsIaV8A;Lsa`EtQ3uFCY- z^9(PeRj??q|9{r;T}b3ltOhdgj30W#u)G2T&NQ)VN7iB~{X=m^*9jgf!qQZUp=US%G6Fo@OZ z5Dbkt7$gJh#`wCNOA@4TW0GlQ0=$ZY{!{pCjR4ioa5faD%=&`~{|H$AwA$SAE3gH# zBuAL?(*QDNuHNT75HR6e`D+)$UQk#QEVqbLRPF4OSss-SzqzT2J~*IXY$&_AT0Q5^ zunv^S#F#gvO)gkfXN2b&n2r=n8N`3(vBFLPtnDYS zV04chlDQroX}R8rMDGu&;$$_Z_AN6Yv!le_|A91vk!1fo7j54LL%85ISdKg3EWMgUJ03rU)JaZh95 zj(w(YkVJCZ*-E8M09Yhp6pm8Gn&gHdo1QB1yZHeftZ$6guJF`YxLPv+}RiX z-k?v#l9Hm^PX{z{t7lg@EruVfTAOoWH!{SZD6$3TPHX_;YD0ifBuP>NQ|wtaclD%u zWy^G+PA5{Q5UymKi)m_#X2WNvAocEdkP>dEg6~}_X&Hp;OW))o29sFp&F4*CU_W>fhOOHxb&q;N)h_p0M)$XzC&mbffy{HA&my<^;}`vhcVM`=s((uGFq&)BO$9R> zI&;NxPu$qi6)_l7W7T5O;}IRsi@0DkCbS4gAD#?yWKQ7yG3m~EK+Y2ImWLx5Ei6$- zI8Af#TsT#@;6(hi=`ZL>Z4C=6@Q{2H7n|_X>WvD0t&g>ufDcL?y$0!R-o94&!kSHG zvdaYL+?hG(6?%A8`^OJj^D}fXj~E9DqZrhBrz8<`vt@O3_d;X+bG&ZB4AJE)-GbNElOFma z$wgtBLk0+*tsia1^V$XlT0Pr207TcbYnomn-W&2~nNfx+h)^y=+d_`=pHQGgRsf zm6P}_kp*a%Hsh&qK2;o5GB_zQ1nAh5jeA(adagF+wwttFK4Jsw6&X3@PDSknzA(|C z;o1(%_z$g%xy#WvmDqnt@9K8&aP74*O+?I^xuZjX)iqB*g{afIQ%+}&cw)LW@6%@@ z_oD5@CT@(MECXmCTG%NL5~Ut=-FL5hR-KE~U<3q3;Q~IIP2SOMLOr2%>|Tz9a9S=` zAcfI({fzdZ;y3@X^@kDt$td6;C&gW$ANw`Ms`jKl5L{Vr5JJzFcZZ%!E_bZ!`zbbe z;3h<7*`-4P8R2^ue5029ZF$3!z^`jezj+7co;U_g2u}2Dv%JSG8-92pMdH+iH6`mt zc1b{cqytFfxWs8y<#TEP6N;Z|Wm-S=v!)0PtP9DD#5!RD7u!*qU3yWe$MiM;!YdCd zcHT>xfr$0xnbW@TREw6A?vXy2#I!_^|8Y zaP5!tA4hVOy6mqhvQsdC%KlF>T9a0R;^vLI#n5A}w?`*5o^wloSHlysBNVx#+9^HD zS_?h*!j$?sF`!k=>Xc2s4GLHu>pmPUP_1xX*P@`Lgfj*JH{AiStC;;qjtaO?&TUxKCN{mU0&HV{ zq5C_FlYtLR_Q{0&W;fk;bI>A&G=n~n=db7rVG26NEJU%3*p%qXaZo9&$WK9ySprN! zX!9kXiY0uQqQQ4c0!)iIq|pjs0y$x<1H)S5qC-WxSshyy!hke$=se)#twbrUA(Ge?@GATuY9G>Y}Y*n(fM*5F3};sZSuVcre^9w-}+u zl^i&?8le1=>kV~-(_vY8pDgZ(&NmS^wuW+x5440ZIti0+R-+4gg}0YoD)TV89sTv9I_c&N0tk8Ew6cMf3- zPBuVLbsXcn*G!#e^agKO_SO$Yq%1@pA0OK|IrV&gR;tm{X(o{Rz&H-2lm;5M3d0=3 zvM@vG1AbbD-)lI29o^9}SwVr>Ud6H30au7!AFG)RAHz$)zS6v#*bqkbAw2OlY^?QM z+OU)oh?E_y9vpehe@dFmxuOhew}5aqtZR&_xw>E!G&V{^G`x;))5+>%A;�hUs>l zOZ&|Fu#)0^*=;<iOu7$lkF$+j zZ;_R9Wc`26U{cXh=E3u0^@?18azy{?2k~NnPv`uEQK6o#VKzZt!Z}xGxDe!-*Pr=l)FC=()w}rXo}%$y$N>!YQAN9+Ay~As zN8*v9Ey3Tk)!ZYMREu2FFur&sw14ld^l5r;XB^RS>~LItE&*ok9T#w z7Z9#w=4(DWo^>g#Ikzx$i&6!dn6w_fc3hKze7~?u;*ocdbEXTFOJF{^t*5Z)m zd&l}Ykiz`e9^TNoc_%*(wQ#j z=}+LH9t8|Vz%7BtfnF)L5Yk`c8BaglTrS- zT;eJ!kJpNmvv^bOGOni6-Nr?vn_2P8G`cf&rnO#yVJSmu)nA?~OLIZ|`{l>6sUGVt zHV!^?3KEEeaDpuzxAcOUr8a)V$KA2WaaDGwvmmY4S|Yhu5r;EsPYIG(V(|q$xXgP9 zg|%NfHsI%pjU+^cIzH-WBSby?Y2|9y?O0K3vA8Jy8|DR|4g?kyJ zXOnv;U~vQ`CXyMs4v7rcz%l%Wy;28OLA#G%iZiK?l!?hv@`q^$_E`1J8AXdOPZ#iZ z78Uem0{dgcTy`_|^+Isrf&wzEx;d5=xeijKFd0fzS0k}iPRHzyaW$ekH*((}61{~5 z?6uB6H1ZMt8gTTc_!(W18#r_FTwhfDz3B@sZAE-OBGgnnDtLxpiep;9CmcYgN5?Y~ zBa5q>BAZtGcQS7Y*L)IHF-_%OL{4H`g^l)p!QXuSE_1wu6Z%x%Rd+~yHhhFG3^BF`DYo>uVQcU%}UZW=IbN> zlZ|uZQJvpDS>urjqJD6}9PS@AadGjc>vl%s<3iL$qyC9}d#YR&WI~`|$*Au7n}+qD zR87%#%s&P{Z6kKdJD*NDRKX>jd4_6U_GV{=MP08_k-!p_BDR^E(7_Dfd1=5r2HfK* zE~Mb@A2CnBa^OXdi-S^j#WuyO##8C;Dy^DlS-memM6c{Uevz5fkKsI4Sn2|PircCp zQip*>A%LsSv=kSL8-hOHyy}y-74c9yMAqqo0b9E2rDDpngVaG~}f9 z*S0CC7S#pXxs0a!U!xPuKQ4+DoSvaq=0fJL+uivlSP6+cFUtcEHWSJD+{u$CdHdfL zC~nKASNyz;xE=l1rp_)8a|#ObqFw0o-?xKeb?@dYiJVSNA%wiVyj6GAeKs~WATzsf z1!ruSMDLCb^PG3VL0OzpQsv<~IEGco!FNDX&=cEY~FhYivOv6UC1)^~j}4n$V(;8SGD5?B|~j6CAYh%aSsqyX}A z8Yk%sPhF-`#pkYKzs=#4ccT<0zYA-_vei)YgXM#~4V@!-au(4siZOd zLBQb(;Bw=tK7Ygvk}U)={(Lg>JZ%`+COVs|y%qRT_{9>_+j>3UKIi=1<=^Adii=d& z#01*tTl-6@qPIN3V2KYJ=@2&LmG#C@&XfV%;{rqJ|2|&+unKPy%L{Gmf zK;(3vU}m4$U?g|&fFzg%0j`v)6Y@fw=3noG!e>Hn^SSXw?gyhHSj;y&tyX95{Y8V6 zU`2YZbl?b#NJrcZ%L5gm^Q=|Sx=v{|w``YR3z5lDk`t{Ui>UN01%6Ub0l%F$AA|+? zgZ`#j6_kF$ku1x$$h5$nGC<2Ju>*?T`pv=&et-?+HK@b{ZdWCcVFq}~IIT3Hh5r#* zKnj+Dhe8Yq}jOh>b75)BOvmpD7SjZ`4}I>Gpd+1?|ok+I^EO%){t@x~WE&a1)H z$f*_sb3GLfD)J6*?26l#R6d$GP&TsJWC+z|f&jEa9qiEVOQU6j0sNgDoqi@}>C}nDd$UP_nS;!J@&p<2Yp0%5PEEH!()q|F4l!c!Y z|Ek+@9}9N1R_4oF8Lz?_;yR&m+xj1`_{QdD8=$Qd0Ne;rxB~wOeP3VqU^)nw)YOCq zmjMwT6hO96Zh+n9(^q2$sK{iL9eBX0jTVS8tiepb?bW)1Tc_i5&1V7%^p(A(7!P)|HV z@bJSQ_~3r-`wHVL-C3#d#G2Q9Zx7qc`*<*^X>8uDjCgqn`V9X!6{e7`^XW_1W;8R{ zC2iJ_^u`}&$10|H)#XX9a+a_vX6@&*?Osnebvx16=5NL+JDpE3`X37}PK!~3Xh=_K ze=LE_YtSLsF%sp3Qql*_z4fFO$ZTjQu*$YZ@ANtm0wVc?-HLTmI?9l=U2l3ETHc`? z&mp$XB4tG?hIfw~rF$^SI5fm)mDRlVMyx`VdJoQy15{>oF5i{`v5d8`Adc<%K|=o> zeU~mjlA2`xtU-g+$kTwg41w}!UK?8uHlHh)PbC23@Njro<<~q#?{9KmL-=}LDtTd& zs~)x4?oYyqPK7Tm09?%&QWhOSte~aCw#GN~4yGR^5#0xgmJ%1umXEOxVg|Q%v-j)} zi0bY0t#5uRI^=IJ*XQOJc!Sc~)(=UuXyOv(KPh(5Lago&b#^$-?*yijeaFjt_^!BK zyIRCeN;nhEWHid?>LmVaXb<}t6AIK=f@{e|&qy~6`E~^$3CH`&Og6NEOAO$+JO#;~ zM}%f)U+aDHa10gq^{NS>_+RSH0yADH>|4=n|E_F^BOtTlH6*I4Ke)$thtJqC7-jkb z*Fo|c4_3juV~N9ux|jil6;IlVjfUqbPDMkOCWLjRv`Pm6L_$aIO79x3f?W!I0;f^4 zO=Pl(%`wYuD=7_4qQ~}U1n2s0nR^!Tz@RZaejdw~$%d%yg>9K~F zM_?GY3U#kB>a^vGE#1fhO|gwEqEqRec5hFn>zmf~r%MOtONVzcK|J-iEPh}@JW=_V zPz@&jg&__NArQ;!nraz@Sf{;&%8-Cc;Dv7(83R+q@#9;3@)DcI47GHt-)(5=O~M_; zP$sM&t;I>dhFLrBgd^i(OCy(e93$qixk!;Sj}1Kf7YXD$8IAsb~#D^{V}*43n@_OwlT8+eK_d0qX+);Lclxho^Bz~ z`6mCq=?MAvHT1xxd%#ig-*^0bcJMI&dEp8z7#IbYR|$dj?LTifEmW`qeO4O8zwf}k zfq-t%|Nb`ea1fMYIZ@jWl-mbv2FQnwEdz``pi zC}`e;836A9V+gq2hPOE-U1a}fbNo=Z6>@A0IhTzh4Zm!>q~(Jc_yG9Xg$oRJ2$*g- z-o`8(v#?1XF#OL?EDcDy;DP4s|7Vwj(S*Z=5Wsr*KgVqCKgUcIkkF>9ZK0iJ2X11P z-GWdVBz&Lgdlr1377=o~^k*;x;l=qK$Ejye)*ORK8z?v^qc~l3|2dQ_q*lD(qu>$~ zcdL(JVPj)o^*_!LTOj)9tfMyShqY2G|L=E8I3w6}!r_keH(THT z_fQapu()Ku4E^tkd*;RsMh0wT^^*T zqSnc(AnbvdLHu3Q-Vb^|8D@~Zkz+8k*K*4QDj$U{J!54TQbvB=;P{}H-`~u-@ImA% z1%T(F2$8Hweft@USKVB{I>eQ@QU@_(osVU@StWr)AAI2nDRUXIl1Gw4p~1$pp02Mv zH8cpp)MowIM?|=-6KwDiu;>W!G=cCjpROp%!j|prZCl6@2oYNttEUaRmvaCjm^YV} zObkCgfyX(3)Umke=mKD~ozkqq8;$gZ^8kf3YMMN32TO|r3Nr*eQ4kSbBExv|HxSz)O|425sIaY&dt|E>-U1|kb|5}mz(zwImWIhVZ<(T&OyOABrC?Z z7t|hqW-TSDXlNpU)shmFj4?oUJI(lQBr2i~984LvVhU-xLipP-D5A>&_*8j*4eQG*Ug) z)zvq^xw`tQ1F!m&w~c-37K1G?=|ho7PY5)`9g?F$$RO!5XzO~_tW$o z&_$3aPEV=t8F}_ijJcWF$gf|H9$x^EueH-2@*+ZOen4XcSI%w45sW`YH^DZIQM|TO zcty9Xk`g9ZLWq}^S65S@{!VF-TNmfY#>%xtYrOQEmB%BDiIye6OQ3jL5BOhsy`GN%j{$Dv0 z6BhMHk1D`0{bE>yPcP;u9IJHhCj(#+Xb{wS2vJ~N8-!y3LkI}=!7p#Qk^E;Z@AKjn z7In@6ifuF~gjfOv;Vytlj05uc@1Wx31tLJ@b&?-{$H|Az{X5A2+13Ayx}Y?{g}3a# zTEXs_O@O2W=75j3v$Z+T-n^+Si31b5_~D_UPoJLLy`MI)2}&=c0he=&h3iD#tl+u= zWHRgF%sh}8ZEwg+H6|b+a0FIT(o}*G{|-QKJ^g!B4^V%Dt6O1Ti~GaLvaZB`o)VZr zI6$8BpQj2gX4rop1%YxVxB~w-|Dibnm8kdt@D`s=eFgI8f0B{xP?>>7Udy3c3-Nb> zvb*EE_n~;{0}ycrn0qT7XM?i^7iA#e;l2y_aJWfo3va;$QAj%hmDq!Fzqoxl3 ze_A{Dc&PI(j*mvAmPSdbHkWQ%#f)pYB)MA>ZE9c2rS#Y&JTW9S4QfO~x=n78A+y^m zwYenMw2WGp8pB4CR*6ZAtd>;f`Fz=Sz4q_Ne=alQ_xqjiIp=%M_q;zusS8>kmy7-+ zvrfjw#=f=VLrIn1*c6DHm$efr%KBp;izPv)vS57X3EIJG)|!nI%U+h4^D5{@$Yt0t zIur(#k4Zmtz92M7u&an2z{Qg{B}xS-f`60*s#ZDTe_=#nS>wgiaLQ2sp?q&&-_Kvr z%OZhVeBQ;S+geyqU@AJr&!>F^t(d`EqoX4uBIK>6_k$ekWv=ym2zz z*KuQEVd1wBc77RbOnL_pR88%WqExJ}r>_qU+9;CFFJHbK0~p1SzjASNmUB7>u==6_0y@Fr>;_dGr?e@NF)=gXgUaA|V-pf=;7oxX zs7%T8pDgDSWn-dci6>G6I2|SV;dZhHC}%P@V?ygE9psM(IdGh8M zKJxwDO^a8Inuj8u1qjY%!%dEJIV;(4k(Y$u6++jOw6L z{aY4S=N|N@PxSW(lCkmPu2X9=w_eQ@?IZf>WE{i8!(;UKAT}2wO!KK!DkYLgx>;fGI=Is&qj%2z*+mfBjp#9l3rkvsT%N1D)w3Mtwh91Kn8VqJRXEjs%NSljYLo6 zakC`PtCEQP_P%*jeNlVoAP{Em<+boVGw-$@rqO6Vm`4h0ZwAu3FRyeCaTHJ5+X)dF zZdLrA03TFTR4m-wlurYB3;Z+1i}jAzVbUQZn)TQ1O13~)vK-vAFWQPcClS`RZ*5j~ zwgivaWc~VNfnVx4#wmNbIwkk7)nncCsvR4R8pl{fZ$W`Ueh7CVT_AmTgDp}}P$<}@ zmD94nQ1TR-2fb)8Jc8eVs3w= z4>CQ zy;M=r;t-RW+*tWmxMUa$^35PCMB(3e#}jAUs8F*Kb#y3{d(zA=)9w~;YlcLUdzT*| zi-h(e)>}Y4ZrO`2Gt2~XCU0S*Xr-gKM8kss88Zs;v z>so&hv_N+MnPQ)_70NeMM&q2-ys!8E2Q5tKqOILoRNwvK7H1;G`P;Q=gwt_=Nd^xs z#zLJ;Qv_U$OH8a?nY1e!Ml1G*LLX-4ZO}W0aX0+3&d^XpM~5g*!vIg%X6vS>?J_bq zSA_}iZOS7L_T1cny1uKI*TdK4!kQZX)vFJNM<#jN^(LDB*4Ea*1f0LTn3BIz$L{`K zJ^jn24@|Rse0&#8jI>_1$;T&K@&_cns@c*HUc!-AvnSjoHUR0w0V0@| zBVfqz`TTG+VBWGJ6xLdPWE~_zfI)_3@6ieY^|A{TveBVBIwaWn+q8&kx;MrK$)#dC z8L|+WV#y%T!I`&i%>$g(GB{XoXlRIZYAkYFxxz4HyN(bS%ye~~ zOKiMWC~U%2XN|mR^D$wM4f{nvQk@C%?owrC8?S>k%1kzU<7Tk|Yv`pz1e^-f#YJ($ zq5fTCNDp;AcDT9O&^^nN!F{-LqquAK7_i5>?-NA^n}a$l(ipbh>z9+qQNj#nn zT>2yQfa4xqzE)9@v4C6S`*@Y6rkJc#zf^(p?CC6$G)6^54P#o-u@l4e!=Ra1hzoKC z+5kW5g#ZiuRqIQuqQDLl;<*~@>aqzNJC!GeRY>5iObiSz0ArZn#7RE#A&D#wnA}feODB(UgU?yjG%M8Hs4nxTr#Sg8u>DRCKKP9N z3e`X!%jiIBBsOc`Fxb&YG!{?EBg|2?nY-WL|Lt8W&FPT7NlBJ*AH<^MUy2@3ca>Kd+f3523>T2)cPzBz}?y$V8S7(v-J$x4i zXZ?SXpH4v_BXARvXOz6wBJ8Db(5Yl7q^kiwV5HZl*E{6o<*NY+-g7(e*)vZPg2{V= zc#IrtAZ6VaZ&{Jt-}g)IeDbp|wPjaPG9jBS834~l1d=~9G}N%;@ngHo5Lgq)J4KXd z=xAwW-41BC^)GZEyBkGihKCnR#_ojlG$9aV87@}%gdzDROa7w^i}pjrv%q>8A1lHN z{t}zFw(EUZc>=Y=FX!SrQFnJY6WKot;&0!We(!r|SurhZ?lf{2NS3Jh1}BNty!YFM z^`(uSquKj!9Tbsp|nS^|T<_+W2=`*ovq)4pr@^(MEt z^omwyqo>DgPBeO51YbsUjo5|i{f zl33#M!E14gHs>~i6~bkbkCUs zXP#?WFP|*2;GwH0lWSQ4gnvUrgP>AVY6>6E;c&p#IZ+b|qaxmadoIUiwJZe@%Ns3i zf!=%@-5+yN@z&7LK+*WOmmB65bEa5|Y{>nXO=>T3L`R4e*LCMkZd8;^*~g(eK?rw& zb~Icve#{r`BN-Ur^(fS6ARUMGw?g-_z+D?#RSw$b?PZDOB_IO*6tE#Gomjsnn9q#y?7#;K+K;CIx*BxB)!w<24l+3y~^`+iw zrv!cxB?{ruJ?oE-GLU$YG7FIf9j%mp*l1v2puTqPfs!=a!Ff{*f}y0bWX7j>Bze17 z?^>`cu);q`0?>Kqc<&igmW}T+oD-cax{;k$8^iu{iHL#Iw^QAS)Bo!i<7y77f%KSw R>Sq*uIoLQ`=UIA3{|_0LfHVLA literal 0 HcmV?d00001 From 12b1737f46a82530d5a93f38127dc492c1b45918 Mon Sep 17 00:00:00 2001 From: Scott Henderson <3924836+scottyhq@users.noreply.github.com> Date: Tue, 12 Aug 2025 11:01:57 -0700 Subject: [PATCH 4/8] fix asset paths, update banner --- src/components/layout.js | 26 +- .../flexible-indexing/da-pandas-repr.html | 447 ---------------- .../flexible-indexing/da-rasterix-repr.html | 457 ---------------- .../flexible-indexing/ds-range-repr.html | 451 ---------------- src/posts/flexible-indexing/index.md | 16 +- src/posts/flexible-indexing/xvec-repr.html | 498 ------------------ src/posts/flexible-indexing/xvecfig.png | Bin 74263 -> 0 bytes 7 files changed, 23 insertions(+), 1872 deletions(-) delete mode 100644 src/posts/flexible-indexing/da-pandas-repr.html delete mode 100644 src/posts/flexible-indexing/da-rasterix-repr.html delete mode 100644 src/posts/flexible-indexing/ds-range-repr.html delete mode 100644 src/posts/flexible-indexing/xvec-repr.html delete mode 100644 src/posts/flexible-indexing/xvecfig.png diff --git a/src/components/layout.js b/src/components/layout.js index eacaceb3..4fbd54bd 100644 --- a/src/components/layout.js +++ b/src/components/layout.js @@ -16,23 +16,23 @@ export const Layout = ({ const bannerTitle = 'Check out the new blog post!:' // The first link will be the main description for the banner const bannerDescription = ( - + {' '} {/* Ensure it stands out a bit */} - Xarray for Biology: Learn how Xarray can be used for Biological workflows. + Xarray indexes: Unleash the power of coordinates! ) // The second link will be passed as children, styled to be smaller - const bannerChildren = ( - - {' '} - {/* Add your second link here, smaller font */} - SciPy 2025 Click here for info about an Xarray for Bio Sprint! - - ) + // const bannerChildren = ( + // + // {' '} + // {/* Add your second link here, smaller font */} + // SciPy 2025 Click here for info about an Xarray for Bio Sprint! + // + //) // Determine the base URL based on the environment const baseUrl = process.env.NEXT_PUBLIC_VERCEL_URL @@ -77,7 +77,7 @@ export const Layout = ({
{enableBanner && ( - {bannerChildren} + {/* {bannerChildren} */} )} {children} diff --git a/src/posts/flexible-indexing/da-pandas-repr.html b/src/posts/flexible-indexing/da-pandas-repr.html deleted file mode 100644 index 9710958f..00000000 --- a/src/posts/flexible-indexing/da-pandas-repr.html +++ /dev/null @@ -1,447 +0,0 @@ -
- - - - - - - - - - - - - - -
<xarray.DataArray (x: 6)> Size: 48B
-array([10, 20, 30, 40, 50, 60])
-Coordinates:
-  * x        (x) int64 48B 1 2 4 8 16 32
\ No newline at end of file diff --git a/src/posts/flexible-indexing/da-rasterix-repr.html b/src/posts/flexible-indexing/da-rasterix-repr.html deleted file mode 100644 index 232306f6..00000000 --- a/src/posts/flexible-indexing/da-rasterix-repr.html +++ /dev/null @@ -1,457 +0,0 @@ -
- - - - - - - - - - - - - - -
<xarray.DataArray 'band_data' (y: 626401, x: 1296001)> Size: 3TB
-[811816322401 values with dtype=float32]
-Coordinates:
-    band         int64 8B 1
-    spatial_ref  int64 8B ...
-  * x            (x) float64 10MB -180.0 -180.0 -180.0 ... 180.0 180.0 180.0
-  * y            (y) float64 5MB 84.0 84.0 84.0 84.0 ... -90.0 -90.0 -90.0 -90.0
-Indexes:
-  ┌ x        RasterIndex (crs=None)
-  └ y
-Attributes:
-    AREA_OR_POINT:  Point
\ No newline at end of file diff --git a/src/posts/flexible-indexing/ds-range-repr.html b/src/posts/flexible-indexing/ds-range-repr.html deleted file mode 100644 index aec8e205..00000000 --- a/src/posts/flexible-indexing/ds-range-repr.html +++ /dev/null @@ -1,451 +0,0 @@ -
- - - - - - - - - - - - - - -
<xarray.Dataset> Size: 8MB
-Dimensions:  (x: 1000000)
-Coordinates:
-  * x        (x) float64 8MB 0.0 0.1 0.2 0.3 0.4 ... 1e+05 1e+05 1e+05 1e+05
-Data variables:
-    *empty*
-Indexes:
-    x        RangeIndex (start=0, stop=1e+05, step=0.1)
\ No newline at end of file diff --git a/src/posts/flexible-indexing/index.md b/src/posts/flexible-indexing/index.md index 4d9b862b..c94ac9b1 100644 --- a/src/posts/flexible-indexing/index.md +++ b/src/posts/flexible-indexing/index.md @@ -15,6 +15,8 @@ summary: 'It is now possible to take full advantage of coordinate data via Xarra _TLDR: Xarray>2025.6 has been through a major refactoring of its internals that makes coordinate-based data selection and alignment more customizable, via built-in and/or 3rd party indexes! In this post we highlight a few examples that take advantage of this new superpower. If you're interested in this topic, also check out Deepak Cherian's [2025 SciPy Presentation](https://www.youtube.com/watch?v=I-NHCuLhRjY) and [Slides](https://docs.google.com/presentation/d/1sQU2N0-ThNZM8TUhsZy-kT0bZnu0H5X0FRJz2eKwEpA/edit?slide=id.g37373ba88e6_0_214#slide=id.g37373ba88e6_0_214)!_ +{/* This is a comment that won't be rendered! */} + # Exciting new ways to slice and dice your data with Xarray! First thing's first, _what is an `index` and why is it helpful?_ @@ -35,7 +37,7 @@ To extract the answer in code we can loop over _all_ the values of `X` to find ` > 💡 **Note:** > With only 6 coordinates, we easily see `X[3]=8`, but for large datasets we should loop over _all_ the coordinates to ensure there are no repeated values! -This initial pass over all the coordinates to build an _index_ takes some time and may not always be desireable. +> This initial pass over all the coordinates to build an _index_ takes some time and may not always be desireable. ## Pandas.Index @@ -50,7 +52,7 @@ da = xr.DataArray(y, coords={'x': x}) da ``` - + ```python da.sel(x=3) @@ -76,7 +78,7 @@ ds = xr.Dataset(coords=xr.Coordinates.from_xindex(index)) ds ``` - + ## Third-party custom Indexes @@ -129,7 +131,7 @@ da = xr.open_dataarray('https://opentopography.s3.sdsc.edu/raster/COP30/COP30_hh da ``` - + ```python print('Original geotransform:\n', da.xindexes['x'].transform()) @@ -172,7 +174,7 @@ cube = xr.Dataset( cube ``` - + ```python # Efficient selection using shapely.STRtree @@ -187,7 +189,9 @@ subset = cube.xvec.query( subset['population'].xvec.plot(col='year'); ``` -![xvec figure](./xvecfig.png) +

+ +

## What's next? diff --git a/src/posts/flexible-indexing/xvec-repr.html b/src/posts/flexible-indexing/xvec-repr.html deleted file mode 100644 index 355b5d73..00000000 --- a/src/posts/flexible-indexing/xvec-repr.html +++ /dev/null @@ -1,498 +0,0 @@ -
- - - - - - - - - - - - - - -
<xarray.Dataset> Size: 173kB
-Dimensions:       (county: 3085, year: 4)
-Coordinates:
-  * county        (county) geometry 25kB POLYGON ((-95.34258270263672 48.5467...
-  * year          (year) int64 32B 1960 1970 1980 1990
-Data variables:
-    population    (county, year) int32 49kB 4304 3987 3764 ... 43766 55800 65077
-    unemployment  (county, year) float64 99kB 7.9 9.0 5.903 ... 7.018 5.489
-Indexes:
-    county   GeometryIndex (crs=EPSG:4326)
\ No newline at end of file diff --git a/src/posts/flexible-indexing/xvecfig.png b/src/posts/flexible-indexing/xvecfig.png deleted file mode 100644 index 31cdb83aa60460581af78b14e29275e2a4b5b32d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 74263 zcmc$`bx>Wwvo%V9Ai>?;CAd4mJwR{^?tXAfLU4CKI0SdM;1Jwhf*&-v!`poKcklhG z-uwSe)f5G6_DJ`1uUWkgVV{*{P(BcTfP#WTk&~5FgMxydfP#7lLVyE)vYIlR349R% zNoj-B9W6i}#xCYiO2!~3J4cY6wF$Yqxr?i{qXQ=kI~xlpGr1KAqU)dmWN3$eE_Ny0%u= zS&oFn9HHQx0v&|=@#7>e6U)b4nYb;z^5zlf5ym52506{3tCyElPmB08Gn0(Re*`=& z7wf#78(wEE`@(1ZKj_0LG5@!jQf8c@%KlFq#iicX`Sjnd=hOdx-)-@k4Mvk>dhMmb z!og7@KxYTMw9MIu<_&R92uax4G2h(W{QUXz-=b;EQfFNqLO;ku?0=?x19Erga9kIv zY}q3m7kzzlZg5_)Z>ljL!3BHm5vZxDS=rkc=H_+}2xl1}C1Ye<1N)&#DhkOu%oJRdrHwaKu-2y`+bRBJ}k3 zw!AzXS=-p8?}1fV*Kx0+X?<%lSK?`pw<~RLU4>O`v<}#yx7J6z{qJvYXr8Q{-Er)R zO#>k-D=QQ-9E?pv`d9|%JX*h?$VWfBa#T9eB#6B~u~V$m`vpsCJjXFc=K}8650# zznfAA>>}9jMhBN!TTDU%Mz6_%hK43+Mp+Ogu={sBje?WA`(DdFxc4iY)5yoB&BMb# z$shHK?yE9H{?~T_Us`FjFE{G)@4G3hYz=Q(_eQGF9HEL4>e(C1C@C-R8ySh%9Z9*I zlt7D%kB1i1(7*|}>m^&PHAhlbR<>KN53|hn!&On4D0y+UK>lAFQBW9DsFe!*xAPz( zBE{h%%l~Khi1)9qu5zZV?A9yQN+b)_mfF|SB6qx!@so%g+v9%yqK6g#dbZvnal_5U z<@7fQ?}k;#^LEW6x>0SqRk?8yY4ue)cWr2GNc0P=!Wj6Hnm zOPn`nQ&U%0C#MG(cyn5Tb@yU~m8|BhamAsxyZig$q0NU6ANbDuuym@wz6%Qr1CFVV zWmbO>p5f4nV^@?u%bAKJ%$t4C@$qHftk`Jx_XiS7PIWap8X8*0m7a;6#Sdkcwqp*U z*S?sZwO=Y99vwXfq<}b{M`5#wg*;>7Nj<+A1w1F+-FcpNz4}*ny?DEyt|H0`q#*)N zJl$=_2t8lT*sU~1{r)Y+()Hv*>ibWeG~mhktHY6G{?upn;^M2%e3dMXml=%>L8)F;n#gZXm zwKK0gFk|!XFhoW`K<|2e@lnO5$H2rnrm#q8|uvra{w<>PvI zic&{d+9D@JU)uv1OX}+r%gdRS1y8t^S5}tlt+6~-o#9bXP@Ya41GZOPCr+|aA(y|o zxVfD#hUr{)leAE+9|2Fa+#k;>C@zj^KCLupbMo-ueI#Vv$}#(xM<1V-hWPtC418#4 z=-2ImC{G`sI{)W~7r*=a`{tGw40QC#fYWxb%ZFQqQIafVi=+99gKKYP0SL9&bQsMj zPFAMx#W2Xt&G~qdyLP=TZVKN}HN;svICdcSfr%N zE-oA!{*ND_$bA33+s|}GWlRcp?7R=2o&7Q{e5=3X0)%!~RDXZ}b`fQJ3y zJ#hHQtgWpDwr&eo-On%KSle*}n0orw-FIGxt|BDv-lN z=$zWx_}AyNfK~s;lP?+?&ZjN=E;mb-`ExcvT>CvY=O(LHSy?IZlH4*5nD6Vl->m^l z=iSx|M@_u)fJNm&-_lYV5YM8dB5?n1ZvKWR^Zl)^BK%%fpyp>wUc%d$x9dJJ?d?JW z0s@}Ei{Bj_9>#;FBi>EzRkehg38}!O82R(RtrhC5guAT1I|J1qIZrtE>NRZ)LEh2#JUuS5QzJD5Ly z{D5+Da{3Bn9U%B27OD*c*+pJYkI2i*i%(E+W`3ThprWynCo?Onxc-$ht0gBv#M|5Z z4%m^9K2ZgMnn>U$Z$nOqJVy5Pd;)&gyd5pbw;joeE~Pph7Bu=k%WkzfPVlTfK`Da= zgNSG(9Ea&MJ@(!Gy_^7~pAGSKOp1Eji|{RRzD423+q2@z%4jSVA&hT1IpoTs&sP*G zds$go`reSj#Kc6W{Vb1*jn|iy8J+L(xDF8sNh0^N)8!a%LR_4iKjg46~=)PeNATkbfFX+Sk_S(-HtT7$DJ0B#QI=X&(+;|drDIKyjWwp6-Ec9_xAJ*?d$JyxyD`5F(k1Q@8o^T+)<>lw+;{!3j^J-c_VmWI> z05a03nu$fu^963{SR)gQjjqlfA&*bS?{sDqEbP<#bTPuf%$#{zDLeX=I!jjjM*$Y1 zLM({G!`jxicWf+bD-%lJE_J`9V@*ubmm7%KRJdlO6S7ijMehKd0-WTDh6O{xHG{a+ zZdrl2YFIfs%w%$iBy_dcuYP@$l~@ySaq7T;w7!7>10&-W8h~9u9x^7uln}`t%>RrR zCQ|S|uu=R%NQK?d&=AOJDjvMl7JTu_)Xd`3VLxer_a5|4KGvH1xMB=@CjSSUrNSIw zOs%lZ_9WYn(f%)>GC|G3i(=JlDk)z+DHFinED;}%?*j@GQ&aop8_EAQGh!Hll#h?#Td*36qk4L|?ShYNnUqqM z%>7&qT(Fdd&ikw(8UOcs`^269G}<`UI=Q*g2n+iSHR2ih##QJwT>vo&3j>4QdVv(_ z|MoaVkJ8rYXjA}EJ_N9`u9}220KyM|1Egsa;xaRZc6^PDjJ`0= zg`TKK{og}gp7|#7%1uJq>VlB>c|fK z?>*`Fw{P9SNN_0HmcmtfO{l6|0pog(9o&caXd-vyK+n-w$V3M667J=!QdL4Dr={-W z=IN2V>(Z6hBg7O^^nUfG$8BaUilF~FrCm(bqQCxzf_yZiv^?JWr1vY2ervkztN#?p z!*qZ=oYEun9*wY6uc(16cd9dybTn&T1bMGrPi6aQMLFZtVH6*vE6khyfNhX z&@KnG8r7sbD51{wA?l#=1`Ij<(Z48S*ZZeAY8$qsXOnri4@sHa&3qN)5qOHqP4M`k z#%0f9noXPNn_H&q1GjCMJYw3Z!{qv^+`tRvPlBxibd-4I2Xxr)NDlmAzn#t?ryrEu z?9E6Sfv2uaCy9#MkT~Je6bE*j9Q)Q*%v;+&8JKgX$^2o%w;0&x%mA4nuT-DdvQQFC z)M1OG^BpzKBy3D#)3nU-wFoME@LG(16;O{IG0*fmS%#cSi_V!V(I1}_wGqWD2OAfE zaazVH1HO5#Z&Y&B79)d$P}m|c%J}dYf_gw6`DB4vF0E})_?C*)d${rELJ@M>m~yg_ zuOJVYZ_&vt`ohHuE*5sz$~c5lzfFOwVrdg9rW z)uYpi8)<?Hq9|kS%io=? z-$ZR^`vW24bPnQ+^*2)JutLy6MGa`=Uf4>1u{Otv1YiDe2Z#g?{rqix645FX5m?q+ zfAh{_!LOKgZz;K|WoY%OEQTsmpM-yRI!WjTLXzn*!Z5R(lKuzx6ILMLmeZhi>(%y5 z{^vt(q32zLOyBbh>l1|(=|0vTN8LxZ38SsOy=XGdNFWf zz*x$1d-V~?wY$$o6(Sx&0uToqsc-vf2I{G9D3(vw}%%quQF(e*OG_V&nhN1 zM8LC2Cv#)7K{lx5%WK3k@HA8`lM=mz7bqP0n%FBcTMN)LAV3vY%1zJD7fkdOWY@H&E z;Y&NBB0+7r9=I!lNE93;!0}Yny-$95S2rbOw-HPGEPCRB#V?CdEg-wBSL;>N&{fu8($xgd{tI8b^PM{zu4x9 zR6}Mzl`f&pRM_Bv?+1TT=7FYUoT>kazURlv4#DRVrjxgm4HN% zd^sZHbAPh+cz3*^hY)&|6~D-Yheo%BC$mL#EZ+Usgu{J*Yj`FBs%LE^E%W)k+1c3O%tFv{$31<~=0iRO zq>qbC>jU%Uiw@g0rc-HBC=Uf@AiauCU$>z1oo}y8;fY3%N|Z>L!j? zR=nKX5ZzAi51?^1dM8Jx7^UnRC@iN-7^Xj)(88G!Uyr%Era}C|fHEOA!2k(lkW|go zK+}PP!$n!%;`T|FU&aLz&o0+OqgtF%FVk)3gs6i*Oq%b7=ydf@^4i;7bv=R4Lpiyn z1W?B5u1bze?WVd_qUt3d9dlX>z?KfaQ7Nxaq&KKH3I1c7_yM&yJ5&0W`lD3glu>gZ zf8Uvy*bgUH5AKavIz( zTXJX@h<2$=tJi)uI1&$VL4ncT4dv9Plp5uhEL z9PKhrPjluJ&ya!8a>kjIz@qcLNG76Hp;xQwnS*8_ab&ExZ|10Y!4nsV_u(^@x>5NN z;q$?$otczb^oe_8Nf2cQzKmcjJv^Sc@B&$F$(v5!M!))y+EvD@eEc|dDQnI5qOTr; z7>M6jF9)KAa1ydJ+_=u%-JFG|kSGx%)4}-lX(retYvBIz3DnOz+JaOcny`r(jE~v` zwO!OWx?Try)UQO+x^i&}lQ5dN2(vdKX%1Nw9LBF`gNv7A#y0Xq7Jajh^I+e`&ZY?U zD(&H<0DepP$`YboamIZy3dE6Zr%N!nG?CL>Xz6;F;>Ir^@!?MqL2iQSO6}rJw*yPt zBiH!L$pb^no>g>O`SW|~ipX9d!_oK=j4Mus(cq*1A4Udj$;7~?+k@29@&21*C?4L+ zxgw8Y18$*>cl>?8<>3TWyVq+-J7|-g^l4L*v}J1};piQy=|2`(CMvU5T&K}kab`bD z)H9(6g0IL%%?GEP{O4OZ^v6Z}Ot)jU(pl}E`xb`67ud>`s6wtYM+a^Xa&1M*g7Par z#7=Wf+MkOUL=TathF{30?;aW|pd^caI-MI>R$m+RjDU%Dhz2#drwL1!aiYgz$~${66Oy0{&@wg6Gj($O=? zgY-TU=~N&qN~WTh2dU|mJX5! zRkf`WeG)`x=NzFXo9PGR@U$%k7Z;*QIaP1|7=vfbZuS>_-vxs5w#}amev1MZ3bb?m z*O|Wei~@SCRwa)6FZY1@_ysn8$DWIjDB;fn3u1g<6B8KlkF-sDR7q(6= zZsf)~$V)!Ol|$pmal`2Ozhc6l2*E87?w7~AeSObC>rCGz#zghc{&z=OO)if}3)Lk} zo4vW&GsFDavf`$KGPImU^_^K>`^*%#moP=QNYFGoNzISV=uOn&t1#+XW|n)AbX0C? zsfGjjS{<^oc2Ib0ZURREu04rAPyB9gP)~gxEi|(l5WWd-5a+hlg)sY}b+syO1#zD+ z3w;clc2wGb!G-VXEa+2bmzkss8@j8^7FWXUoIROGZE|CgWPX z}=ET=T?p|%RNF5QUcJ6{9@cm_tUdC?!!20)D|R#AHE zto|Cb@~$^K{Rr&EXu)l9Ho=9k1DO<^68Fcaeei8F$BXiMz@dVG%=xAYwkkH{@SrHS zHcZ%v1bP!FZ@WDHK$78!5=PogwcAw5wd z5%Qjk04Z+a^Q79L2@?Cs!~|4T*%XoI|MeZ7y$em`30ct0VbPnaLglu{qic zEbiR=)4bxft8(^PLtBs`0?9Gp+`Ha}B*y3-+MGYh6W%M=mP#Ze@F1m(c~Q z?xF5E>P6pF|92dscsuWpu6%vL+8}*%)f4Jlvu^~HSRDRiM3<=phq#69g1%Gk>$k5{qNZps(`C8UFTZ=vT^r*kJ0Nca?4y#04W$KNA8A;rl9! zH(*)0+0!<@8Pe2PbN#%Q>9R}M*x5zYMUK{!=g08zSH`~$K|3 z^|MO@L}YFBm`Y8AGFme7u8ff5>(S9f@zL~s=>)%NOxuzc-V`W~? z97HNXjqa+cn$mx#Fh4{msU@pRO!+Z?ABcyx#6woc`3rwb(E{(3G`}p#z+Cgi$1|2zREk;>%&5ijIv_R6QwNd zf+WHQm-56vJ-WE%3OhR^ni!ZwP`|-dXsYo#<1_&xA(yY!aUrbFqBs7oKW8cpRQ$}b zh*fmh+iWRvS}F!IbE9y|MtUw3P3^B42QKaKw|{(!8CC zCeZ{uD)FZ1>pfaYNr^<`hVvi^!1c1W1Esj1At7}DA?DC|ZvjxB{6M{c4m75*&+>Qh zRW}=ZJ%{(R(Uh!Tke9?KV>+2C&d7hbZ>eZyp%D`kZ)i6_I3{52iqY1;4mnLxT2`MN ziHG{~^06&U2fw>yp>lgt1@d%#Khknkn__JX&V#WGZ4eY@${=PM;UAT= z)2*i!71LdQg`xF~iH+>`SkafiB&~GAZ1R!kH2e7m$t27OX2-*Wg1=!rjCkuJ5c2mz z{vMR)<<_Phnry@5=~Kw$Cgz_`=eX1l^3Fy?@1fS-BCl?$%~PX}B8;NvmJ9e`w1kA0 zi>Q=MsT!!MxXE=anI0eGSSfvZ8WmOR33+`=zN1mi^m-NmckW3!_#V1IC1*84Wq(y^ zY_Cg5U@?#bl3$Y7oX|s)Ys=$H3@sphU>(iKJW0cqG6;i<8}$pi3-Q@Lw9hH>EJzTe z#R^Tw3;rV~1?+=c#|B+c7BLVx0EC~>gfvd74C3;LUn-8Ulhr4cxaoxcx+i2-Az+J< z-Tp6dZr|Fw{tM2Ws)pHm97nqHy5E+9n$}?5OFPZeWsz2k$K}~OzVn{lcK25q-`5+| zWIM(F{Rl&y;C6DVG(UbD?6yHF_Pz?cDVfN z1gtc|@Q%Rv!@SlPQ*8P7KfZ#V?t;AYKmW0^JtX(j;(^-zg2^rVqsO$c!!LtCpaxbL z+M8&AcNyS3`pW&x4h{}BYe!hN=d_IadwWfXI)#01-iXl}hc$sWIm+K)qPNNwJeqR* zhshok2EJCsaZ1)KP0>TH48yAZY~J=yG75A)UHpn#Z8ek&I=oqm_Hx2#2LDuE{Lj0r z91qFK7Xw3#T0i)}udr~1DYi14xX3vG}165LGMNH2tECE-uYss8h-!Ev2gO7m%2W~l) znq4Dw_ish3kPab7$n@$Remg(sOop3~Bg4G1iU=SOl6oHdW)w>+gr3tZt4fcD2o5UR z^JNAfS}=aFmFW{3!EyPt^~AvUMRNIuIa4??f`i213#`mz?#X;?En{?Q(BDLh0a6sqB2;;Gv&MmLI_YCrBU}_%?~>6DIsCxW<5b_`vRO`V{;1whOKY`^ez-Q=FHx znz|Hp9iggEB(@(2 zlM;mKj9TMQvQPKZh>W%yy8J?06~@9MOqw5SvFw*c3qOsUh_YgauQ2$!70>Ob>}t%c zuXCE5M1^D%k#<(@kT6sGS@OK=V7~?OVzZZEe!W&~y%5~lS2V^;TPrdiiDDPxM0V@o zgFeg$p@}yJ&f>(#4-j)WJwS?Gr{(CP7MpD57(1UX6d0M9fMSo4|9ucpuI6!AwQ3Y@ z&{fjYTZv6!NW5`p7W9i7dqK6Wu2Y|!v*1e2D9yM(>m`G!K8}QW3r`;iaobo4<%aPJXBpH5&qc+hmO4~^O8#`87K=F zaN5Hn!>+cqI{Cos@3UW~BJ*4rkg_fTp47%@H1{*(XAc75;az?W--}gVs7%m3Bc
zcUC2~+kYd#62((BR&vz5&&E5qR_*jBIM{v-F?nl6qO1yl88)&6cY=!-AaP7^py|1J zB_NiNb~+@QCFd_d(_-Ug-68k)RjVHsJ@n26~p zJelY`r+(^be`hK%F2fS=P8FNqSqWOpuzl5H!NXZI?(v4_4_&OeR264zOIK`a5XSQg zz*B?>RbPW{(38=BcKnGh?a}30Bb@fwOC?cpLBqa@QAx1J(kV@7mcjr4V(KdI(vTSk zaz`${Pp3%Vx+5x#(_fO}zk9pLS1h{i5I0!y%^z6%uIsH|>P~bbvNN#yU)QBiy5pUj zav@V{v6|A_pFY1fCb#l%3BzzY=r$yW?x5EbevC>|0^ms8z3u7m@;)|>fH4|tuMJO* z(@G_NZ@Bh}Mz1j?i^B7#Zg?`MyMM-SlADA_K(6P7iG_uTiYi_5#pST1_+l%9wH9!b zI(rcSzya!y>#k3qMp<2S{nn=uUs1M=n_o|70{j%5r3qYGB1JpAIC(|<_=$XG6wP1K zWh`aTr1`rSas&@|%-$f2kE0(jeRm#W@-*a0jo5E|4KQLYljANXT9ESz`bnKcE zS{kU+5J;0eyZnVbGi-a?so>)Z52W4I+xfB8`)RjPy#z5^Q$d`2ZZ00T&xT88btCYe zd`mlzjD(WQdTk*Gl4T_Sif~Ck7E;&!XsxX=J@b?3Kn%S)$=1kV5CDV>Er2CM^)QD?@VfeBs&vS*?NM2IAN^J4 zB&V!FvzlD$T61run-4xm5y5>Q!-^^llw{>4}>7X<88OVcrp>;JS9 zP{T*51N*ejw)-wvl!hN!m!54#Za8cfC}{oNET?2VF%C6PjMd5>9egedMh|r;>k*EH0{+UcI zQ$5I#)^r=kRy*J?hmh}@)2+w$^pVkSN|vc*Tn+XT{gG&SVNw0})s z2bXmQTTH88w#AL5Np5&7`(%1&mUAr$NAxw)bY&A@+AQR@^I7bL%dX-sYPt$yJW-GN zR|^8$2|anINYOQXzWs@+I^G#~{$y@=y9G^acbaSNinkKm>f-m}uC_UQ>I(Us&dNZb z<}%)F4D-7D0>w~P%;L8t2`OW<8d=acoBxO}1Uf)>b8}ufwf7TL~i|)@^7E zxbC7!4G&QUf}E=o5}Ls^N0W#vK}Mx^zsy|KXU$o$7L<;#-@lT!Xg^81u%)$?XKbke zHw`&Mr2xc(-&O&*nW;hqYeYY|1)Oi)O#jL;n4M*4p97^w_tECQ8oqyPs^cA(il=Qm z8>_DajylfsChJW8-|Oo?q-W5AmrU5w*R_51u)6r-kBtVEarjdcxx;oyKAtq~QmK7< zl*pvTvISvcVu>C1I58s8CYP$LTzX7W#P{!6wS7zCzDuTaC#vdfGfz-ue{=&pBqKO8wbGoU>~XSFKpUxt zuDpDs7!jkjI4q}4$}35S#9OerL9|6}Oz{7$Ku8sS0S?!0VT$1vQ11RUXA>VE@Aw`tsdAo5h-1JOHWn%}RG6;={*`Ek_;q>kxta&Eco>R}$Sbf=w_Z&dVJKa8PpNpqOF6i-^pjp z3Xf(ec~$T(g~S~L?o&?64yd38UB?|fOATZ%v81s{$ehncbC?Y4GoIJ>Q2SI!LI%}1 zDGb<4eHs5r!CD#-N}T;=XousEYpJ%!-w(PEpjxJwzM#K+t$hD_sS^#{Wl?1KG{dbV zOh@d-Onr)M=N6WXhD0=GQDe&#UQuhLI9t4?zIS(;L9KT*VY7A` zNsl4rH`HVe{IQsSvLN`_0ii}aV<2anMS{1)**FIO_QvP*%mgcrbTut;QBSbWX4o)Y z{t@)yOPd@XC03D^kOVj}5B2)mit%w}Kv+BoD6o0~Rzh^|{LSisbaAg{khFJgEsJ-< zHvy1ZCHOtw)O_v!aqjNZGb*sX)ZZVpvy)3IO-D!9-roMuRAtbX45*Qa;NjtWdU_T+ z{RH16kYulSA!84J4)dT z$WSsKdwB~)lSfx}uQ!X$4_t&vg;76QRPuIG@_B4IDfxdAGj)Waj+bJPHl_)LdcF7j z*M}CcTPV1`6%nA9ZSx@#iM~y+e8SS_(p8HJ0lMPaesm?a$H4Lx>s#+i)R~8#EuN3Z zN+-3uxGGGIC2R5TX>2!KbTGQ&0O}E`n7&XJ0oXy$V!NEOk&=8mCcrKr)Uqld%}8WX zxROUeuWdl1;-d0(RnpCwmcF+3JFKcA~1VtMGvLD-1eP~BJo2z6?#XJ{j0&dN5X22Epx2LL%sHy{$EA(&{~ z3q%vy1oGo9aJ|YeDG384m85=Gst&CX+6+S(bXb;-GyTqhOT5Dod%P}QTy`WXATcUU z|M7hBoacOQVORm~M#Gf_^Wsta@4tJRWTuh)vqXE5B0jW07b6ylS!pxE?ti(|zo65k z)JBJm_tBz1a`O(4*44x}W}Ax08(P$3Gh0!-!oCLN`pq{}3U~Kw2B7*y9!V1}pai-} zcBo2* z(#p6Gsaw;OdbUq_B-jCkrUIVtvb3A-`h_W+wiY>5!fm!ogR7(}J!a7Gn4jMp{T9&}GVkxAXCc4Gy#i}kkk$U?Q+K{dvc11)$S&UT{yyc;ccc9G?1?3+ zXgzZ9f0pwRA`gBF4BdOwQJiUujBps(4 zZCT9ZPjb!7hE$`jOwSW&g-}J5qu0}?t6dBMA0|N-U5s8gkIWy6v{VC@Ozf2j`6~y4 z`_7Nb`_9>9_96a>JU`v;6rG(ty#+&Gz)|Zo$5h0&yN9xEj}&YQ(}njZ(Iw7;{HaFhl%iSEsDn zSQD2UYhypS2a^7x91b&WoF?y!=1R#0BMx-8dbXstzu5i5HgH-8wf=Mf#V->n zz0=CMe>n=zn@~O3T%}~&21@BwEe?uVae|9gsz#5?lDFpA^X56&$!nwIt(*J`Tm!FP zGuMu)`5&iug&r<6BnJpa+Vgp{8O-tuNFwncb5yIdzq&JLt=CIi1}X>7?0YrtB1NW6 z!dXVQ065!z{T7e`X9K$v`zA2Idw5uG_p^5wz$b5R{gph8!%TSGsS~5?Whbw@M|zXj4~@)I5WND*=H}DZqq~2- zXk!*i8S>E))lq4`|EcxN$G3Ahj7|n}ItYZ3Y!GjUj2QN?SSyoQMwEAd{@m* z|2@UkzDc_b%`!+>zBmj8w^t!kSAI3#3btkSn4E`5XyWVa@IuuSU+$%h-YPQ`-qSg= z$jbzeyT2bORI4hlI=V8NlsGGjfB@H<*<7o)(fPKYIGTgbj0KB`FJr(On}#JuqL??< zqoB|1?+=~)1P#RF2heNtctc$iKzv{Q8U!#6%j3~~`_SmUkK)Ui;oSa9#!Ti-EvMV0=g8{OZbzL6McWBwDG#8^fS~? zMKL-?Iv`3oXDUa-7v}`g0V?G#=N9p}-VD@=PNR)L!qRWa8*x+#ge5xf1HdxPy zxFlvV2xI4zWa+g=Rwsk6NO`ZvbL((daR9$?D&X;s=IQp@fC}02+j1!`&+8*yWqaWQ z51W&8ff*YzqRBv$CQGPCIK-Qj*f?2?(cqMnlwZm9df(0*qS*=Avow62sQ@WC7mJk`U7*@t{d_|nWIi$!3smV$!Ebnce|@BCp?q2SnfHQqJ?SZK}ey=C2W4 zrNQ~r?T&z?Fg6JjjkShQVauFm;nL-mM?Q5$-=S@Br4n_=f)i=f5{CpvI=bXxYXQbe zMp?#`wcCJm0k57~mznpg+c_xLBJrHs-5A!pPl29G85V=IcnEzn(g7^ z$>FcGOe?{K|D{xhXKY^wKC}U)?>48=em$=T$kf#}dHz-3{9&rfnSnI#ChNWRho)N+ zQ3F7`90lO6y&@L*y1|t8b!Tk&QSN}Q)R^r1A3ySGo>%tl_4)cd;TA8}9rDP!QmwSe zh;igwL0Ed3@aVrl{YS$b=|pf2*qvKug8j8T0k`@h0|?*v6PEdC5BcTors1w zQH#xMd}aI`OvkdDw$b@XX5?E9VZa~C3tjku%EmqAo0rUCf|QEi6W#7O1O^RpzV{iV zec~=dt4R`9c?ch7KJtQ}dwqw93tSZ-kZEn~cy>LZaDW^%Bd+#OhWkC<{}lN{k!8E| zabmw4DVr#shy7_sDiO6*U(aA&a{0T7W_CQX`{lqKntFZX*gje@s&f4Yh+wU(HmO2% zSUKJvK)&TOE<6zLR-hyY;f*H~gm;I&NgpqTA~YKt9M)P@@et8?LqjapGZ+BVpq!)J z5I3FMDJ!gtgC&cCQQ0%c2*Qsh^geux$O^yg-MifAIqz4z!6*myo)>}AkEGXUZ4`)P z^)Y0|yD1|yM~(*BpoL&oon71{X;UZ?M$lp30cEK19!9siT?=@C%j0I*_Tr*c|D;-) zD1mI5rilNg!R6caJ|SMd7h{L^LCw#=u}4~vy(oLEM25{|W6Y?MK3Lrvx%h65Bha&) zF=xFS%*R(2J8Xu)LBP=hlnCqiXu#y7(HU9#6oZ13fdWMPF-A@%n1C4L|GfX}-3q1F zkaowg6|&co4CYSrw?CC}xnlF1%QzElw#$=cGSPVNL&D_@QY2f01PIC)a~*&20_c9* zlM)Mkhr^76zy`^ULyvU8Ksc+$<8vPPH>HDmIlm(VP}~c~ALmG8+wyY;HSYgxa2_y9 z91+Jr5;!9BhgSy%S1;6U2U&3T71~HQvt)++k zJ+2%bQH=E+L*#kC;#S!F(?DI;SDE{4A4S4(KeOY}0l`U_v(JuP!n)zpW5xB1tpbV_BfN9+Gr#1qbQa%o+{3w(c#(VvFn z3Fkfeg_{F3$}|ZRrCg8;dO{k9brtu2NLuq?o( zJ72m|E>mH9IktO#F(H@tX?yA1^n7o!vN7Oi&~Y%bwm*U{gZO@EF-_{LA{3xv<>IYZ zS2yt&q8}+6Sn3_t)^NsuBiZUfGn~pHp`gS?tRtG95Rh#@dT-wp5i-q{I8K`8q z-0UT^v1S*Tv;QI1+4!dhP-K-VI9U03+ZA?lDgXPZ<4Hovl!X~v1@K_L)rVlS= zs7%$Usc8-vTRJ|ptO3P+^?Aw9pAbrp;%n;2h9XFkiRX=!T-!%!RpN|(ow#k`9V&fJ zB$FF4J^$xcSX4k7xGomc1;hW{W&CwU8nyYz8i6o3z@8>Z!mBF>B>^s`c6qql9-sxeesyVGdYvr-7P*$$1mgA=3+uY zbh18AL_i=I-ppGB?uUZplUQI(=VGEJn>~xgUTxly*ZDre-hd?T2 z)lJ~hUzP~d#27K(k21#ar6<%rWz7SX!g6$**Zl*Bg3ZD4l+#Tq^{no;T~Aza%<$2} zYN-hFAk~yW7Cy*(y3ri?&lSVAnEww;XBAde7j9t`ekCQPyStSxiA^_1cXxLP2uOo; zr-0JkAl=<9-Q9gA=bS4ZE*5(;*UWE@@eX-cOS3|o>;{)z?x^!-i-C*q-#e_XCb8wD zk%!RvjvShuR_D|@SBZ}Ox1Uz`$0EjiV&D5*jG`|3+zf4*Vco`}Yz|@tSB~KzrnOL` zrmqOrX#{+EB08*jscL))kkB$nm#wy7*jr>nHG11$gg#zaql`5>$=^3=#r)%GEsn-A zwr@ER()9>?9vRN$*{f#~D|^pOtXHmI7|5`gA~Tf1(@+1myE7zMpqT(N+fT#4w!YS7 zo7o&L(Dvk6do*Bp=5MD=%QI6Jvh!~ZjnM59q1I+J-%OLiW4H^`ZwpoirnLfdbZf>F z?fe6#!cSF6XCWjSIzt)4+}$gTkEVj>Ji3`R@ciY^k1ZxS+PQd#Oc=c5T_8Q3<*AY9wCEVu()Ena0$$K{;zu zorRIf5K`$O3ReWKAy!!ik-7+Ry0*9-<<$`3~|IiK}V*J$T>HPHa^`)g^3n{5*GE0IxzPu^+N zK#OLK-sxVg9L$#7`hS<~0Wk^Sq|act1H` z?}lB(c{Gj^YGg~-d^ur*YK|%)XYadRnV%1#=RL!kdN-(q@~8Xr556C| zU*M74H|Si(=NDwI%Nk%r?r}QV!`Ojh{0Sls~%x^2g^bN5HrS=36}gZi_YQRW|{iw;br z3%$33$7^Q)j#W-b^xQ{W8|38%atLn!D=Vk=>cn7hwyvJ4LB&S@Mto_!e=r$x^w!CA zkq^>Q3rGg!%(l+{(_nuvaS0)bg=fP_dj_XV1$Mf0veq_YKcGm;8&qWaI*WhpOa$<>T`5&XYR zv{yrV`iEmUSTnmjXRZ6r3Q8o%%koNn7jFXo#OxuFS`T|Hq`YTMp(ZepFWnU+)A&lb z_#pk>ZTOFpn7k!vo1=<8!-vvHC)Z))^e#S z_2iL{p&p;p_2_RNk8})SRdw0by~(CHJ`5?kc@$Hat+-;BkC3H%1@a~9syPq9{t2^y zSQXJ0wsQkO%CnjU?7YJ$Q@ z;wm9Q&0R_^!>#IkY~@7MeKaEsjK>(N;)!Hb0bz|6B)K(E^+=wnU11+K7B03jZzhXF zZ)`qa+YuqmgcVMzHyfSp%s9P7o3f>PHmxo^VdX6^5Aw(J$&7KSJHo}~09y%K2|D9G zGTP`c7i<^?19y~bpCjx|4P4``LL}i&^ShR*r+7+p6A$!Xhg$vk_02JKTkpf1sgm6X zQ!F$qI4TNnYA?R#9>`GLO_wDf4&!=jJS=9yh94*$*0dah+T*-mN&ELYp5aZZ zjM7j~1&oJbhIO*FVPp@l6zJps2sX{1Byx9|ZUon&&sTG(D=(^`=@;2E)0!=g8(s{j z_AB@V)156s`SBW)Dx&=YKl-i7lBaJ%q9l9uW&X32Z;|H^ej6x$h{JN;|}(JoGaHIuIUQ5;O@2bfq|AIuhr`wLKruU1IXWOsiP@en9za zI;M)GhdhUlDvm_MW^ zv4ny}mjY+2iymLx^7rf>*Qq!6!KikZT=2Qu?GX_}qnQ40asA(X<$7}&dQb^NQ3h){ znD|TkW>}TxZr&v7I2M1sRGLDF>#CNItUgCl>AX2s%`{{L#fj4R`vFR?fcLEKz)Dx? zf>C}P?(S935npGNbJ!s_{Q^(8!NG9rIXO; zgGmM-8kRmIi&fdvzd^BX*0Xac4oHpyw2-$W$C1>Bn?1_$g@sDvlbVn;AcAtX2SaJzW6}O_vbixQc~6i#DJB*J1=)3 zb(xQ$i_h-=wJZ4WUOaHjKV6}=x?A#4C}fxwk8PM?>=e?Bys^{U+8c~^4&ikAa;`z- z;4@qyd6R&GMkF$L9P&|T*U)9ZYkJ?Y*`M$1(3A6EIy5VqWM6c}ZJmytJ7zJn5u1a_ zl(6m2I`VjABN+Lna#VLk;6DL{5BMLs?52>ChvFS&!(fCWi;E)ioZlFo^mXWM%+rq& z%URG`877U2b(-;RNSGO%3bLRnK#9orp(33Q5eW#c6|P@HMj(_}ZksnJ(W$B^{td1hZ=JxrnDARdjUu{*ZV_B<2xsH|N-O*LIs)?BcyG@9 zU*804GNLQdSIlC$Jo2K69DnS2O3BC`dRVHLK0$>Tf%IpLH>mu|A8`!TE~4U4h_>0* zc{SzF4G9Qid@z(<-)Ot_1g_EUQnObT+VcVz-dr)mJpCmGR}+r`@GlQ+74LS@z-~ zU(9fJUdVmq7Be}eW63}Nj2VwF6iD9sjNY1RwPgqkm;zlC$2J$v1H?zJCHJjau{Ct~ z&Wq0^TfIA%g6{NN!TXFaXr&rMe#aqOT11iU#HV|+4henQ)Fnmlr(jCNg)~)!Wya@x z!+!nvoYd~$ipW$YN0s4II>$ph?>0|+?c*B9jX+4wdL1E+{s;aFvYZR80d>2a{L-ak z3~{vW-|uYOWIegZ_%OS8Tm`*54##^Mffu$IH#LP5adCQeVKzvU``g3dZuxyKd#vG# zhRKH7TL45WNlNv-!a#|^7&>}!MT+u$hNLa^BsR)!72>nXFohbltt~xO-xzyHWuBJOe{=Dk0y^1b z(84gm3#@Lcb}sv%*OsJZQUvas4dIz}r2eJHsb7z0TL(SMvUcSU(W_0|Q%^yTL_xZi z_6o^NKR)Sv;ae)?V?9mM)ff+@XNN-eb-kccm(WhOCj4MpB>VpgPhegBIp=hxvFU&V zri(|@RkFv6f;PKJ^h7md`uvj-yvl`n3_fsEaMWiY)W^AA3?Z56jcC+2j&|mTUWT9k z5lD_sVkFPq62h$60%fXIM+lWkET<#z$oVqoKs3v1*Q$c7#r4oL;t0wddI!T<&8{mu5f3K@6XHjF@7 zThto%=|96!zG@7Pwbp_Z(Kof}ZmN8*WE`$#}1>meV{h`c;jCc7NOA0P{;RcgJ-N%V=*c_ZjCzP$3cS$mHCV z=s(`cyOv&IYkPt>sOW&uH7%hVgQ3~FO{zH8Ltb&ai2-;Cpj4ODP#VFcdzTFKxV>3* zrPP7a*bfK`Ia7K956(sBZOXePEX>%yb;>f#4vtT-_rAB>QgQ^6J`YpSg{V@|S+sEf*wm&oMQKc?#Z%4g}!kY+^1G_~UQ+NuW?@>wz zH_R+E)xryldIa@L?uOvh8?LY?1CowYzx);~s2G~7psYPjdC#PG#U(}0@AFw+U0zs0 zj0*@ly-p7~HY_^zP=qK`WOzO$y*4`y-gF1C2YufdEAGIA>OO>qAU%1~)e$Y|34xZb zlew5i-0t9FHoB5^3-Ps%ax!nhL0tz86|7uqsOe=){*G1WFUQ) zMtzevKsNh$x|*JMQriq0L{rRyJ9WfI{Q=|W{$7{Aoh`=3Wu>|HAu470!V=FMI+mPi zSiYg9)V{rwg8J046@4H#rhZ6!^W7K~M!p=g&SdCKe#@W#$^t&pySNxAWZleBB?+N! z^}E?7YNQi_iARgRnPxhEMw9o-3xDAIcZwKZ$HCO8ga}`ge!cP$Sev2W6!ay@#*sGk z*F-PubqDKz?K6v}v7Ofs_0=o##VipEH{_}M2Myi+{d~!-v41pQDV~-XZiW9j!CtKB zQ88!w$a45x5H7$jTr|0{wi6VaYJ7H|E|btE(3>iqmt?v~?4CgtBT5DE1XNMGciB&H zj}emrExO|R@)|F#@-WGW0qxkLiRY5oX95ew0{@7Ng1Q`JdZr1P@;4RwL$k8^)U0I9;P4u9;`iXom89>ky3~~)4#WB zV~MK!N`302OcDys-T#s26xp?)A+P(7CA9La%eSKUge0`w$dNj*@LAL)7+-zmfODjm z_u8%L43r!fiE&0_e>5ecySIE?222h>63I8cWbKqFLhmQ6hN3q&#wQu?#F`HIHm1ol z%ZZkf#!_Ts6q88ifd%14BIOSFK@7Wl>G9`aA*LV3;1K3qV3B8C`RS+G!SkH``u2vT zg2(*adj~IEQ7Bp20iSd*)sFqCG2E7n)W(#0&N@E?O5cbJ@c`#Btmw$GmlMIqv#fxD zMc6Y3k&R=)_oN;QB0=9Y$_gqg2;vomjD$IU=^he}BL}OTZQQ4pbTbY0<|zC0vRymG zG%xo!^Z~)RQ;l;J4j$2GfzWf_+;Q4IWAZWygF?!8J^`%`OTsrdFG?js2S?u*ghlb* zA!1X^mdq;6PerE2hW;ylXK{^x(AEmo_onQsKQ@}yo*YQD;y$XiZm+wEFx%JVzItMmGi9|N3CQ)@g~FyMi4raI-KBPj`+{7J@&Ud zPR9Z}dkUjCg!wUC?d8ah;IP5z&K;|3=^-S4?Dv**Cs09=kR=Ix}G%cf-F@HaNKtB+kyH6;e63o0+;73oR!R9+6&So+SH7c`pXf zO`lO8(~lGi4-3ti`3N#v=u*43DvUlxj%MHaCNfll)IpOYkKFgz}dy zstqknLwFD6q$S0<%T9D9Y2>AUg{id6_|!y%p=7oFV>Hrq|G#dZ4?2UMo~^`b|2<@Fn}qSO#rR1;WKJ%}pgX|p{q78Aod z-GsONRVn(EVC?h<+QVBbTqg#CI>2A1Oj1y-^JQ}L4>2~f;t@`%M3T? zgzn2P)X2zpzI+G)mAO{$$9OA-=@4l~Hue92QqsozSn{)WOMrv zEVdsu^nBw_TRO*GdNL&_D*!<(kfEO6>#hh}3g!PyW{)q-)cgESYRm%ZHt792(Q&|+ z-+JRgMn4mJbB-sa#!%ZT)1AR6cuOWyR}_&^2}7b!Y2Wz43zS3Dmb zZ9J|e!-^0G^7}5V;D#A;nXaoo#(x}s+zD=i3#rsrX`B}UUrF=1DIK5?&;!$daVO)5 zp$ZBI{1;YbC1@{!{_=2DR^PbTs<>{Im7kXZ+&9HsFEE?%I35TC34^BMuwl7H&__r6 zG!3ZRSRCg^6%fiNZnR!1whcT-{MZ@}Ao}CnK~AOT(GP+_`Hg?{yNt-Uk<8NEGC2kB zKw6||=BIBVN`n@t&S!EjFIT{SWx~=($v>`&byEBetdoQ3CIg*rf_W!#L-Lp7 zpCzBqHq!ZlptzxYZDJZTolQkw&v1=sjmJ3W6E?8w6l}NqQj+}oQ-uV8Um@6t@3=K1 z0&XW{E*J)tc!Zs>9ls#rUTw-%U60RyuION_!YL7h$R)Cj*mlo{F>ssaf4BZVjF36e z>NM1zs!fDj^TD}Jfr@Ta$6}nT1M!TvDL5j%btu89c33+dyBB?wmd3p)cz091@Z}xjS}=JF5G#0|^^Rrdi`Nm|bF1%tuHUn-$3LddkeC z=Y}MaRGiV;@0(C<)8rUeBcw^S*{I1N-V{_NW(GUQPS3e zI9=Wrg-WPJ%Ch}aXx?u}P-`@AXTRxl2%Q{+g?D)+*};Wxgs`yn507fgte?-Zj3$$e zs%;WbcTF1F^bpH^3OM2M^?GvsP8AsLJ|Z0w!Ne*5BRALhAb`9l_)YsO6kK^vxycPjfxfZI8>(!%Hvww>N~Vmi(%!3F~DdN`Bwml3lVI#-5ZL5Q^Qmv;^cS z0kFGoTEul}y`(~9Psv=Pod0uAi#6QaOKC!=%EtvG!rB~KPUos4`bhFU#TDgw9yI>J zbO>;zEc>@8e0(}D*P#*;DvisJkM!1Ka`_V&<=QH_jW~&~pEK3*(F#a^g97k{b7&(Zt@8dbw|%Dsg&po{jzY@~>}nZ%8w>4pN!rv>bvY?*x<&rSkAaFp;#R~AS0z?2c5*KbJ!xa;FFIkW`4sGG(P0|vw^=~{ z?S8Rs4+0eIKtn~jd)eEw6r{W0wmlu$0%4r%T#F|M@XxUE^Yde-3#f~4ERe6S?L>lv z45+%cOU;qCBd0Ix&<`8UGihyz>8icRw$`ToJ?=1~4;PON(7%$m;5D%;HkdQ?>a=10o;k)}UNK`tJ z3ky-2OvCchIFkgmubz|7)|KVQ|D6K91Ui7BI*#(a2ay+VUrDUVrWwhq8|sxm^S}KZ zayUoELQg^I@*|2o+mVSHpI#X*(}1l9Q9|#yElVbpl(*gFg@I z&MRWw%5gIQhE6c5Q^(I*8{kV?|(8;LAE-J z12r_hn_Eq*Ya{4H+s!<(robikFp3azO~whzwF$j!8PdVBv{H~#s$@(2xu0Tk1-Ps7 zwkz(JN;>x&JeN+_r)Q3<4l?IN?t4)ucBA=JcSq=nRl9NS-&k5K?5c_UP|*jgjmjr3 ztRy~m^=DOD9q)-$+xLlOo-F}r`Q|Ux#r!X40Ljd`6{i$rwODUY2HH=gD7`iCSJjG} z&*NDyz@vc70`I=-!$YeP?gM(DyS1~o*PpL6j*E|%ks?}d)^6}V3INP5Q*wr=U;oVD zcJ8%Cg|QxELmw@mQY>?)fpik;>4GcIUZKcXYsbfe$`-rzrFii$WyjV87P4}G4TBb z4WGu3vP`yY`!^en*KWK4Y!ofiTEgtu_2&I8kGIE+n6_!XuPhGfr~|iWWZMbF*>{5G zsuXo)-bud-7!1yO?tn}v|I!TA7!n3nW-4MYuby!?Oh&1Svq@o7ODqn?)FYxX#Kc90xIiVKKBv2%1h@Z|$$@6UU-GBQX$KEg!zPmhmddrs`^(wS_=s=?Oy zoOa({9(M%t^7B8;>i~u^Kz6^X_}zB1gTdouJUn>ulAjo!E>9ghfgG`p=pNWlxJ4jU zduW}&p03NkBy}HoNV14Wi);SJg4A6bZT@}em}X6Vhexg%H@uy={S3G=`VKUo-8{g) z?AbKb!{SM2tokvVYfdSr_Oo9%*Z$Z~cyZM104Dt115)*y$Wde(ghUa(^ zrOQrpYqOoy+1j5iWl-3+I*B{VIS#5Z<HR zm=&8BSatGtR%V#->(z?D0{0`GNNh!6kgfRJ6`Q(8gpEe!f1{%BzrA_W9(3ZOo3V3# z?f~fB4|R)+i+VAlOr6$0TRj(@FcI()9YEB8J7|ykyY19BxrsM`x@?$ctO>#Z>JKXi z-L9s;o}HdzSDrBW-XXlslX84l7$BvC7_2J5Qc3^-$!sMu{1sB+I2>SNi1J9|qQOQa zHP>W=g}?di*d>myO@J-eo^Q?)y8Vy%Gk$}X*x{EA8O9U6@xtB|Ja#8s0-Uxy^jLf| zhc=qDWrE<%gxa{hQ)5YIxiFbldB~s=7l}47yOS zVF^05tQk*FPXMZeQ(014`XTU(Ut(gSOeqUt@injQN^>#@^_WkGIaW_Wm`X?l9*4tbA1Wy+X+4nL zzlK2!)fT801$XUM*VN2cx7ml0&foR7!qqAL)Dg2&q*f7iHY7Y)KZrCd_u{6vkzg;8 zA*kMrU!T|HZCAqGW=Wj|K-jqaNb^N#Wk`j(Ij&pMuk;mH3) zV@qP^x?}Q=h6pd}E7Ats-@~86Ugb8}Tt373L&-+!VJAy1-~*48d7(v4Q!%`p&^Mt# zwD8QPp>Y22dr+hj$#&JZ(9Qnd{vZ0gy`fvrOdBKW!1b7qR__fD0iy?xC3=3q}&-__< z*=;hp`QaKB=%x_tzef8aC@=w;vm?*@= zy=LqH>I~9+Eg&O-K!Nb|^>IFBS+qK~NMrXQ;ii+mz6c#oSNlADdoSBd7NwBZM z7Qx6w+kgF_$*!lTr^m;~+d&RQ`)hj7YZw!7NR7Ux8~|8B$3l&zOzj5D5X{oFT-)clB}$C$W}lGgSw02 zM77qe2Bi`eI7J^m%v9o}RRqzE6R#6(>QA^`Bj1Rz3j!#RUrej=wCnnsjeF0BhA(2) zdzW1)=^p)+<_)Da()qF)`-`0CQVGWIqew8E3sUNTu^8cFbCF?UYyqONFeq#R7c<6` zbHwsL=KXvLsz!k{)@vcQZ~apeGUj~q4+sq0F2!;+zgi=vu4s%7@#b~JwV()w)7fWh z)`<2X!s&bEB97RXLFSWijjPh5&IK{8YR0d4dyp1^fq`-PqNAlXG@c6q?jUk@_BhXz zmc)Sp$uEDmdTjPJJWj)qzZ@SzshOgw zpML}Bc5c6yrYi0!Ua^_IRKzpyc?W4?* zD9H&pUZ5B?nVk*)>t9Fbs!JHj*yCB+Au9_245$Y`smI~iIeAd4Su^feLP&~MUd$hh zO~Pa&sXh?$_WA#Zpa$ZNpg=QFy~ZFtKb*YJYHaincL)YKULdze6U;t6ph@n47i|QD zHVBlM@9W`b?8M4)hk*9Ygb;aG`!2rr-JS?M2-lzsKDX14#zt;%447(@DVwb_?ERqQ zw)P)4503&h2010=2QDTO5wFlQagG-JU@(gNr?m#dUF#`jVtE(&ME~jT_YhZ9cUSz(cg+E8=bp|1U zG$F^!-SOwy_3p3+u*z|ITvCI;H+uET?@LSB0b)8jg!=jkOpz57bR!y8ckP(Clmx>B zbMuQ4e8vXd#Gf-PzN6I|b|=@)h7?YcXq5Mj{8_W*HfDWq>(Z%iznxQoyx&{NF*H8@ zp@ce;OJ@i(RlGwZT`kD<8y=rW=iHYhg274E6;0>ouoDGmsV5l)jW0L4f`2S-lCp>OUz(T;SG zY&EOj<9S6djb-@69-^48qJ7PtZUjzYr1Ho)|%57Lh&Co=cfxeYC7DmW-Lzi&6HB6>ixCVwMN z#9_neg8=|CLLVDws+$k=K+_8adfzF=m^N|xC;`i5N9-47>`UIWWpB6J2D$w! z69fk55@DyDSsdV}#mS3mWf2wJD`fv2o3JoLBKuLeE>PXQIOHw5=-b@K-?YUz5C7n@ z0FDh1cwHeJqc8V;X);mV%LwnHu;~AH|AGnwC{Mw>6dzu+1!T;1rQPGoK*CaK%k{$V zlW;hoZC8r_YFxY9t#?VYR&5T6WR(F5T|YG> zTRE#-DGR6I>=5fX0KgDG0{qYC>ZrMs!?o{WsbpL8Vz#?lX`k63haIqzYz&&rd9Kn~ z(<{bZ*LgK-7{|lEik6cUiyO<|wfA}sxw%;K2Q>!-ayId(`}o888$1FpLN0Yncxi3S z-e~h%UKE&^pW%vzFWb8jBN*cd9Sk!eHl1E6Db8fI1$jYA)uw_}HKH~D%!Njj>AwH0 zp|b7BXesZ~OIyb87f=k(H#MTs0U8xSylMI+~zNLSLI!fp@kQS{t157nYmp=85; zcOmT1%3ir3EKLB&5b(ADte6$y|8LOm4*QZER#F@SpDw?)URB zSL=;wb(!%lvTo0t$PCkhrhbnle+!5xogjbgHP8qa4lcX6I2_Ekaq)CtWi_Zwd4PC{ zo}0^girq-aUa0=gGmFFU$b_f}D*5N!DpNrTL?(9V+w&p|+A4Ie`Y1oi3TFe?gxd1= zf=nI&<1B2d>BC?JJ7JIXH(<3Nub5y7BXj%D4F!7(qAttz;~4mCL5*h5?5KmMFNv`% zw;^DrafXC2sDbwf5*6p?Xu#XtBxKIip>@)MVdOt9tjQOM8d`dHdP;h}Z`R1Jk+MnJ zD96xu$vUuug0dByJ`uUSfY}_tYk%gH-y|HN_$#j|_q~vbS2-iDYW5HYu(aI$9f@GnI9lK7A_j<;Kp*m+}28AUK;miYx7_j9O0(b7-u2i7Z?rPetHA59L_@m;Rr zK^6%Gjv?MNa9q0GHz;Upg|$fffra*6zz-qYzmuy3>9TUBj#NnT5yFJ6X=VyhUVq#TzfcKcv`zHFv#%U+&*!?qySROEjdVgg^Qt2rN!5%h!CC96o z&9oT+VGMN}bpH=)U)00)>;qt0I%yE>Ga~t9uK)!b4X>iKa3IT9Qz>h_e!2~se%gZE zc}~0JlYfQFnU3LGBrfL;6lL}9(tIDe5R~h1Z81YuMyfxD6K)$G8;XOH!Ts^lbE*vF zV5|fGw+>ooLSsxA)1d@@5+vh;th97%$kP7!AT#m{ zwt<{P&xIV-&#E>(#B{_%y3vwj-y|vU)`e9N_|kFHmeQ$tRi)Ku#B-^!Ui~ zMqBWJ8`F?oP{QOt?({c+WUhfaTZRtKx0N@WiYm+cBE9|&=oNNojjoSlS{yDbTOGoIafAa@K7My`9>!%Sh7GCq z#0TuV^ER_GPYvVs+T2m~Y>KA{H(~&aOL_8O_Mh?y?K;PB=RraZzS=q@rm&mMIlSF= z?gZQg`Ads!XLxxWtO0BIzwIrH+K9)_?(b0*``WmD??8;v49kEy^ybk(-nQL`akw`o zQNKN@V$qu;&hks%F=!I-m~%2A-h`or@O*kxCg_?gdmn-NhRPMPKC1C;(E4DmWi0kf z0B+QG76&hekjK@pu_XnVul@p>D*j@@HwP@EeltEdF;2%Av! z+Y(XKm42!{U@$0!%HD5!cjgjO*nw4m;q{7@H&Iu2czaVgQj1X>LCA5;gN*qjXMz69( zBvnlDie0dDK`tM?W^K3}|J`?x?&cp5FyG)vB_UCj+kEb1zigOze))+hGUda_{A6<0 zl(<7=k}o&b6=^qk$#*qWLl%#SjQtx{br%UVPrL|yG`<`^Y3ujNk$+jg{{841$al6Z$$fYkS9V??j^g*m zHr}xOJ;Qu%u|LPzUGhZ#KWFs(J|6iWx=F}2zw$TSDAE!CZEp8b+@y6r$a(Sa+qYJ{ zp++aArm<%C43{m*U3*YWNW&fR!`;|fG9R-qZu&3oFR$m{3}#O%((3DK+(sIVrap9- zzt{$pq5tsr{TlllD~Ix(S?}ExQ&jv+zwyYJOq5F?t3$(xJvc60QJo)IYC;5TbU67c z+NWlcIBGxfX=u34viZgnK`g`9RIEK1AdRViKZvV9!5b)-!t5QIPuxZ`I>l1JemiqK zo-jLeRT@{a<&P7`=C2}#C36B6?cT>UJla%XmdbDG@2c5u6w9keN@XskIFyi(Sn_>& zY6iiDuRnjT@xB9;eh}XU>}2XDQ8E3-ZoS{-qiy;P5UJe_iKKXk<@!G#I3LP8RjiK5 zM8P?8hYjoeYw)@FrU{%&|oSKH*(#fKBzQ!?{vARP%-Kh*wcyC*8UHTO6I;XXx za%pP%mkdzxur{r>Pru1TxzK@tn5Qh#vXsqudwQZ@utBi}Z2SM9Xz6dgs+YNG`RRy% z&sLd*DmqgwBFf-rWJ&j{rmbjmqaoV4nxiZ7>sClgico1HB|o_=|;jMsL0hp-y8{|iYs zUfkrDG4fyULL-O6O;(^P4-ZATXD3F)k%AGz#)f#@9QfsF%93w15J74WigP+TDoVgc z&bz@}&K&^HxHWnDR}yWny(B21y{yp`{4)ZA<>vPetyakwUd;e68k%Eb9+CAZ%z4n8s= zX-Q!A6YJLtUR@Bf3NCKW>e`+nzJ2=!w@3(}?Vw_O7QJd|Vd1tB!BG#!0@YN^Msn-s zMS#*4V(;=O!3`8sE{Z7XxE{R^@f=Mbx0=;CegP)Z;4&|@?+*4o;en$S$D3@4_P7t4 zyk^6$LKvbN2QtX5v{Wj-K_484uKcW+!HEMKalJ6iD~&Hr+{N{c!XZ1i|XCdJx_VKGt~#*y$1&wfRE z0) zF3o3pctuWY|3g|_p9EGQ(=+yd`-SI8jzXA+#~lYP{@OawPaN4EN2;Cqh>+T z%X%VXy5~aWtM(^@#s9Fh{u(E0_q--j#>x`dy4^;i)s9JdS|fC;lWq7Lv%YclMSi>S zwqJ%0Qik_~;G+c(%^j`b7w;mgsc1I?T6N9I`?`qucb3cw7ai2Ryyqr(80gITYlz|; zO+w+gD-%+tGUyGI2J6P~T*p2(Fa=`KF`tzo2BK6H@1=TL5+qSzG!C^T=CQ@@k%QkY z)O5H-YGVt{l#%fbDqM8-FT|QE5Rr%1YcgjzCC>hIE;s6O2^{!fOZ4?EW^Z%`&lFxU z-ANwxa^*T*K8omAmss?=vD|&##-xOZ0m>ea7=JhweHevjSsuD&xe@O;=1jD+UY?`a zo>^2|9Rfeyx;PX5efhM?oS4G#ZP6PS^Gi;8Dbjfz;*DUxh4(YNT})G93+pl7uUL_u z5e1WS!N#3A?kR%=>`@T(scLRTZ}n4mq_;Qt&Al^P(EF9q1wvSObAz44h=F#(>Qx+iLYcT(=wW`$9CJ5_gVrdREE!8RIU z>+uHvY}VwY^1O(WF?v7MXo0Xbln~Ih)JgnyZdnl&GDiUP4HQPb>}OIXVQS{HZ~y(< zHQ>(h;3UID8`h`CksJE>8;JhQX>IdOIKcl(#jWXFbZ^GU;DBeC0U;a&6r}ly*I+FS~)Laad&JOgm37cESDD6tJ~4Hr|4Z za4v9-OSzQ1@sT5QoJ|u7GXgJ}r^@cip2SKBBRRN-!`S3}!e4OHUmUpY-xzvkh$@hq zyCd$G5_)h;Q_T{I$8%iQP=wdJM`>Trpt1V!hC-sLT0_=0qY`L3CE0QL#-(!l4!lzFcQWu8h#x-uwq_}bZE@N_|in6xxesiry4xJ;G9Mq&-F<}}e!0q@ceBasL zGXa!{WWbvV@Y%c0`A8=fl{J?ndqz-U$2^9_`$$H<%~+XpP$>c4W@h*;yOE#bIGopr z_GP?vIp?ss6}YKGw6SHK{oD(}WqDlSArfScv0;pjKT1m(b8>R*oSeEwY<3rN^7AQ+ z7OEE92#@t$930j`6zp~=U1@pkZ!TfWr#XaXF*;Lty^}(6>Q8T};@`$gO054B2h_*H zqVi*Cj^Kgu48R!&0n+)8OmJKMY8fEWdQF*nj} zOw2u_aQoHiL7bC%dHf@oLv3Yp2E^R_oMbVCbBLyYY>{D`Y}^OQKcPdW3i904{R`=Q z`yHR9gunlRw-~!L1B{`bmG;Mu#RkDJie$TFyo3qik?uCMTH3bjYsJD7$ae3a-7A3zD5-GEnx4|dp7y&4Ux0swvuGzrCxB}Mcy{*Wnm#{)Hb;vW7T-GH8Z$IZB0)`-)KUcPEMH)M| zt<2}F-3a44lAvW?6D?6>4*anjr>tE;#`Kben(4`GvC`<&EAGy@AQd7Gre`*&R0JJj z;t4O>ss=%owZCpQre%KxmXazR%4Nko%j5fv>x1s1)t6F_%NMZm2wIrq(v~WO&wEIR zCSx8MxG)8Jt6B6cWnQATuszE5o(sMFgLV;!`0d%kT9{)Y&lBdJE7rV!y;aDJ{atgXm;H@{ z&|+@BlbXabNH2S3kWA)ILBQ$jHFAlEI)<)zw84#6UY%2!YD@HrjQ`>f>p`2L2VNI1 zv|FFkrn(vD&Dy{H?^ShpgdkIgy(Y>{kPd+Q-BliU&G+ApFR$?JI4gb-Bsn7uQDB#*p)Xaa!MRY zBejf;JdI$y_QrQ!x#^vH_ww|`4umG4_9}mkI+te%P5K|6t~x5}_iHZQy&zrEpmcY4 zBLaeScc*lBD%}VOC=G(Zmk#L;QMyCA@qPC9$9s;)<3U`P&pvVQ%-or_VGpl_4NPcphEw{ABYX8iZK ze9%eGu7fpF^D6D<0AUUzHg`ILRL78N1Dp4O9@A<~Qj=q)b9r5TR%l6CBcEqVJ%j5| zXdbZG&9-A>ZG@M@xm+tkD2Lu`2T8x>KdSEVmN+;QFJ}dV#>tD<$k_mr>Z8!MqlE*M@A#0YFBM z(UI7^7gFD|9!KUk#FaS7-Fb9dK!T3UcnIwg`I|nRoCv#WyJnw{@N3hPIj|Qw$05{T z{j@Y<_-evPLj$Iig1PDy1l}`K1wC?tBzr;73qgqt3i4+*oYTX?5CB5x;pw@)wzcs!2jFks(%-~S2R{AZ(Duk15;jPq-P^vGeHZ7gVfVO33bcIS**%UG2@vM`VZce zuFB>bUyd{uNq&~!M?EBR+z<9FZzeG!ANEa0CE_h&b-2#H;Uy>_Fbl=;oufP|vn^5@6r<523g1*|$)RbRJX z9EHSvI;^NG4AT@8PRc7r#q|se>Tnf3GanP$2(>fLB1_D7c9!##3|RuP zVOl*yQ4nXTEB@rI>R|yM`DMSmoA*|A4!>F}RYOL%Tnfn4;^8FDXb9^^Xb0PQU%yFO zWZo|?q`H@0h8{`NhBm2{S3q!OX3oKAPDp!;>eb=XFl?|^9tah#PpOIt!tvf~0i(J3 z_l;&fPnijOSIBm;DCZ}@@ETxI>v36wW?=GVlK>5d~-&_CNvW=DN3_ zXeo(>UgkC%8x|JxF2hD>RvOAY@`ct_l1Wx@?$YBO)k-$;p=^Jh8M>W8wU{@XpAc`U zJ~0^%ZjcnF+E@1r(+=7$(g>xPU%$T^g9&sjk9T-c+0Z>lF2}g{<>k#4`RR8>7M5=e zs94!!OOb`N+t`z|l(|CnLcmZ+(@k;{NFMd!7zh&^TEyIwd?2Hn_I-Cx!pTa>TD? zLeh!Ycto5sOP2VKj*o4fsRUnpdUzD-82r0?XCVSIOzr~ChZ!Lb%ZM zxEdmDIFdap!nf#CEaJ^S7yAVL4j*})6q}J42U19$14eqmzPV`mw<;+3A-ibnh@G6% z+|qF>Y8v5AAOd-MNsP-sM6HVPLW0v32)W03j5ijcO2UHr;*(jAK zbw+U&iEwuB$KB70`!g!^yZJZ0a&ThM-X3dfjjV2FaE}Xw!GK`Endg-$e}b=d{v!r+ zL5B${t5zBoeNHw(9!&E+Ej>Mbz|ATQo{pupF8I(q=Q!cPW<()Isu@>OX-mB7GAw2& zb@ZrleqY}As+V!P;Qo9-b4DiNg>tXfJt!#!AGPmut05WOO79(&VHV`{oas98`Khnj zJL01Sf?{h7$%($xMK->YXPlJ2&?9qRoSPq8FPLW3`R)!Bea>c^F)B2S4vLt*^d%F1 z8M|}%U7euTRR3!370VAhZUT3I!ssL9B-EKTj= zDFCr^b!jQ(a^{E|Lb@qWi~u2q{k^xE8a5D}SZMA5F(Kc#F3@7t2Hd$t-FyeRby+-v zf5!nWV+`WMGoa=w3z^;Pm$Wd6x_*Oi>-DhQ zu-J)k{d~5U41-)@RaTyHPPas_3CHc5y~6XCU-#*}WocNxI54u2$d^nP71dMdN1SO? zd1&z5sO^O#V>Wu`rR(0%`nxi)tgii@(On5y8={s|G-KF&n-eflA+V9Hncn61T8TxN z;v*S_mSoK=?Kcj}u$OioUYNmr#G(n3Gv-2dhDI#=S~TA|&=UHOkk3^1Y!2ik3d1#j z{29K@QM1XGi->zt9FMrrFg)>*``%?u97;ov9)~}?4i&w+Q$Z@$Bs1l>%<1xz*%sXCP zg<`y}CEdO2!C-GB*}YQ_x+f@UGxpskY#uxFGt6R6MONl4wtTIUjcj-Px=G92A8CNk zR1?aCZo^{l)s}Frkx-Gs$(q%4hDrRy?o0cRBmc?|fyF4389fF~Ql9++s{mN^f0<$H zbRTIQ9-xTiHp!(KHOd@V_VF6Di{ag35QlpM<O_JeJG z#Dfl`mW5SSKOJ?Z`Vt1W#;_YhX-N?Vn*Oiw@pG?bG9mqm&#H2wUnJ$?$w%<8blA++xgtNOyoI6& zjkhXJ*f4cpuI3zCap|VsPgkuIGg2}PoaQ6TYVLeD81RI1-_Cqe zCD{~4iulR7*c-5ECvW~KsM_Z~Wn};e#m<15j1oA-knu17p}IJz`d0rXr|yiLfPkC9 zf^=$X$5tIwU$F52xvKz>7~=!lR@bMih0R_Z@xJThl_IUmzd#IWdiuMgn)LKo!NP3D zdIwXei3nPNvK{^1l#rA;%CIL&w?x)Q3h~l_;=dP#%|Eb63ELIWdmW7`#MhU#YF`#> z)9M?~EX^MC4>YKpEK3^+3ZTbMMEQ+)QxU#^FOtKG9h6oGAilJFWfKD7wM5_38?D!X zMvPA*H@%CE3m z{g28^w)-i>m8TLWKGdZt-5eE78W*<}l~&dkD9B10E#IJFY^g8n=mkRa)-j1c6xbph z%Nz($^(Ot|Q_B}YtI@T;=l{gPmyd;P9@Xx5Wf$;p+@kj9FAzEQzos8mVl)WW_`<@*5?^b2#%KeH%x zGSQhX%wKSHrG&-)X7kvSP*Nd_IzkF25RxY3bqsivScM%(XGb)#%w8_L=*MeiY$>=WRF07h*d`M8igHQXWE8;ynIR&^#aDT?T;N4>9JEinZzF-2Y2>T^?ZD5AO?)LD zhj8%lgf}+wKnT{C8x3k~Z#Gq4itx>TIs2vaJN7>f68!qjN!=CO$En0uZ>G$1TqO`l z%h2gj?34L~2~C+znVyRlcRKEcN1sUAv)fbJc~AoCAgc*R(JC==#;2%2_IBxq0F*E~ z2u|qYd}!sJNO^y)8LVVd+CqA`5^{#h(VwU6<-r8eBTneovrOv&= zn;0&{Y)HBk7cshMfowqRqasdtQsX4F&T)G zeF?$an>C1jDa|2J9U7>@2nvO~ht>9FG=Xx0AddWwZpY2dB=LbrEV5cK>;|}FOy|x! zhSzO-w1AMIVIJlZ8V927&>ZJZlA!yUf?BIF(#Gayv(+}wR#1nWf#f9awq3xKB`&=8 z$8rNn47Wo=s3%?j0%7sG)xQz!H@|mvQB8 z*@XW~c5u?FS?)z!SrQkjQ$$>xjFBsgkSmkbGi?2kNB#wz>rfraFK!3VW#Spx&!WD( z=DD{5-}^b8|10p2(uC55;M>&fNr-+4@zV(l1_j>rG9~U?%5Tz2YPmC}JxX2T-1|5` z$KtwaZ-S_x+wq!Pk&!;k_?5>`@*}3a>AiLe(#%Zqj#2oIOpcNcO5t}mW1*?e>Pw;% zH~&?9Qd#z4|JHfW0vmVG4sWV?*RlcTmHHDYglmDQKJGjUn?g!SDV90G%g&Ak0O*vk zy%T?W2jt3|KmgUqk)NSNFLt|zFh9V3_ z;7YTjfcp-nl#~>QfI#%nkOH}=U%IOdwsA@O-1AqSD7mDN=D?Hf+J_oR zh1R(WBmP)AF3xbXBGo*B44L7i@agTfECiJ!(`=>R#h4!6*loN!brN)t7n~vR@btK- zcZEJbV#F+_8>0AXgKz>lhuqRux+lv+sYmoD8oLf#FSqD~SI9<%G(x>TjP-tf(;zG&D|82Z?5w*2QTrJfz$xtLphyzCX96FH2?ufYecLV92MPr21nunR-!WHSm(o?6 ze7WhoLV}CG(mFT@`X5*v@{<%z#lMs|dYo{ls3E)7I(i<2iAwLCShQ5-zS@A$_>or^ za?qH2p)27mda^XQnQcUv2?@mdUtytj?qQ#|_G>l$#2b!sgd`VjI zf=fplZ1_4eUueeABg2T?aWx@bHD6pc*YQARwkbWecyjN~$VEf0O4xisDl^dV2lMpB zYD`Z2?#_-C5P)Z4$MrYARfbb;$v&G5pJ!ra?FDpaaCt!>Y1P|rky1tffdVYv^KgD0 zoM6rV1psu!<54x=9?7`9>H3!dlEG#KQxw9twk*mST=dB%tn)mHU}bW(Q9DuB{oFT~ z{jyI|Y(y)o^nzK=T~9>(zkObgi{2Q*iW8s9Dfy|%$>107ec-@)wR%GSK_Z7EOh!w2 zL?Y)Phq)~O>*l{W^*EUsTQ4*ekjeyIDvKNL9UtiJsw#VNK17Xqf^=Jpc1fo+^fPkkCHd`<~TU`boNM0yVxvra#*rhOP>4Zc#Xzwk{U6|1mAs{*Nby} z4tjyU`)BNC0k@yjLUkeFsT3Acb8jvY0jLmM_e2e&d3kw64O5#AOZ7-UKfdY(4+9gz z#KHm+qIyALl>k~!Y%uJ@cgml?+Sb`g850we+ka-|C=vuV=jWiV^AXltQ1~XUubch? zkz4U!|A0}=&gXl3HiJggqN0J6^_~a}*P}(wX4NylwrpY#8Lz-<{K}`4oT~8fpKA^R zPe00*n8KG>7rwD|9lA@r0L1(JUB%|j!*)p4PGtfkSVBV1K%8KLfs3sv@`8y$*eu(@Jvg`6 z3|l9wUwe;7sxV$tdig3h0Q+JP(Xj7@L<sN>#Q1su%$I6J9 z3Q>LM65GJZm;_UG#;l8(sRhw+239-{hy*2zG$R6){9Bh{_WXYJ_H&=SH+dEl>eAm6 zm}q4f-;j_U_=@_N_wiMqRzCUK(@5B+!O5*mnzKJ_4GQ>K{R?O5*?2nTC5wgJcAW~YOc)aNk67At}bIzfmzm-`7IJ}bBQ>kyr^yF zq~X{5OyRG|auKvP3f%kOxjak0bCS~}g>ugEB}wVoK!nKJHM}EzWoW_@pqHxKj<8qJ z2>;a+eT|XlBbmEv|E+^aR8-UlWXKk2FllIL1h2Mx=U7D%qDL%=wY_uhAe5GtUTk(G z3%tnrLrq7A$olqcpE7$#-)%k_pM!+4F%>q2P&gs0?iwi2u52A*M8mv)E>l?l(2cKqB*-WV9V|9h2vZ_6RQa<%@Ni#D@2?=40w{q z4k8#2MX7Ce8cpz+ECjd6`52-?J%5d=*nk%1ZKFPx)#;18MdEp6{X6A`!nx@RF~@(V zoKE4b51VFHX|;PMjSKD#ZpGwUMU_7YLE}ZV`>4R6`yn4=d^|#{GDMBjW*go8$Z=>L z5rISGKQ+c~N&ImSu4(bulxIyk3;lcX`wX?}R!3-lUfjB5S?}o|f~T*)CCoF+9+Gu% zyM>f%ULpHOax8L(UoH)QWPDO∋*nI;;zP@~hefL6M?y=3stNd^34y9$c_ge?fr; z@<5T+&U_Tq)CPc#CK#Nn;0%q>Tx=ia;L2ZWvs#q;won32O!-9e?%^~>)uIC!ly`2N zrKrLeYtgM0O(%8fiA~MJ2Zam42R1c-kped3CJ@yB%eizGo3<`rn^ph#Gr1ejO(6`P z8XsfIVCLkqzKy$%Z*{6=ugR|z%0M6GFd^;f`$uxrBR1DH&I|sWsSg_*cM?`T7g*w zIVhmn-=V3Gs?c_MlnEUj2ho^GLj4`P4?d?1K8=qEdH~#?#iYLp2I~p7vL*90*6&$Z z)Oqw~DM$$s^`kK%lRaj#wk(@pq17%7N4W?>Ic*6~XhGHDMNGFpwdVJd@q3>L5Hbr< z1#jWS?%RPAHj=b!qWayluZk{4UAQp`mEze0M!PVsOkPXJkb5^ho6jxQ2Ru7(YdH zgBL4E0!teTYEQjJ8$9q4Yz?pY=h7%r_hm8TqWfx8UTGwdu&*AoQ1=nP?(YdGgWHS$ zhS!hE6w8%^r7#+UK*1z!{}aOTMOHx$e&eNOg^-q`Ddz60G5G#nRbtZrG7GpY{nF`n z`bw4n1*ZIK^1B9a75Vw-<# zCky*+Qk0g}W^Bgt@}*scwPoixa4 zPo~jR%Ygzfh67KD(_vouOVz#E^kWsj_HY~y+-KqmL1pf#iun?A83a^c1wqCaAtiP? z6x>PkP-0qHEy-dWRK*G7JQl(eV!FRtJ z+7~fGy{lcwYhcqSm20=(^8SqO+`7E*zy)iQ&-cLl1pDRcVdjnv*-Ss^?F%)C-_G+n zE{D%my@i2};RMC{ zHa#_2T%HZY&w;p)G=Z|F2EoRXI|ehj=G76iu|>I7)jhQ|c?7n736eyg%-@^WAk0&) zL|!}RD)0Kbu;a35gI|bbOM(#^aT1N&AdL?G+Mq<<=)pq#08g%E4Q+Akm#^J+@G0Z} zzRREkZrS3ZPuH>LN%v>s7te}1yzjk~@OZ*AVds-KyDx;!Lb1YTy0Q3wncUw1e0ma8 z*s-zbboBHzw6tK`S7%HwEJUT?T_k!~SRev-g7~ihRDjtFgx+23zGPrP2BYbpKXJoK zUZ|`o7-Q9)_yb&83YpN~wK#cx3A8qCr!i|YvB$Xa#xAn)rL5m6`(7?-e%p@;5#Wjy zfm42IUF%IO`|~21@8`&8a_qBDgt0}EyS@It(2qiziFO)|#SlebG$*@cysmxq$N(8e zwl17JI3@$l;MRCze%_&I<7$mbC!afNtxBl-?zrcO3vzCzZzmW>{rjow5w;8XD5}1E z>FK!n9fyE|E$|}{sF59Ipii!_^ep85*|GFt=3 zDcyyT<~HoD*DBuHaq+OX+?wO-#m{CL`Wd}s!s2ior z8&z$f9|Bdd6^!A4XMgp|(&OnTdzZsis~(#i&~c0lpNfQshYM6&`}h#^|8hb2?RWS} z1kA4z?Y?{W&h^iSn{|MQSW<+BV+3^jeD;CfS5a8l)`zrr@IRU%LpnLN>F_S5{QCS- z@uOPxnF6^>_7LPWqgBEU$P|^xCEI=PM~rou0!)($$w-4o3i4)R+P%x~BGev-95=Uy z)8a=2H^l(yk{BB+1&|XUh)@}1VPPRw|4<;{3J*wQL2w&@_lMZn*tqt0y%#nL491*Y z1}VJP8YaYg0cn3c?+yymja22=-2mlsHWeYmME>P5qv`{SfRuuQi3%gTCQ`dAnfjP+ z$w61`<8=(~*mYAa4{}RNk3g=I>krrSYVrPgKL4m$g>+&E2&Bi2j&>5~-tl9)eI=kG zw&+JhDjZOgqH1sTok?lI9uQoJ!D+pbQRv_EqPMRkJNvXJ`rHG~y}f4GqXzsd)$8^n zE)n3>qM)oS{o#WsYz$ol%+AGsUD)^dU&9J6yIBv1g|9}iQrczhKR6g70Q=0;@`NlK z5`&&Ez)!z{m`EvVcl8Lq88Jj67#8h&_OM)UiIMNSLo%>U!8v>SB&VqtjW{lMsFPrq ztecM5k&o=iAyG9isks|)G~udsP5{nz8Z2~|@2|c8`>qyXBFCw*^L>95`>eIW_##}F?j&0D~BRCRpLU9G(ZVYL&c1w_+HqwS1^$0 z;z&*Jh6zXHFQlip_YB}?C1qtupiy1?;miHC>)B6k;dH411vK_`OLgGzGe2H#f&>Hl zmGa+B&_C;odjJ%`p5ZNk*r-$Vkl%?1J_@||Kjwv15pzsnM4OWPB8h~YT*l0dcJr{D z%VFE}1t}hC%zKO)B?RAa^3+M{^a9s{f`V6|Z0w+gknp}J$(NssKbAOra43{`slXt& zbTfWfx{>Zndeitr;8TLNYcT3cQs91lH29v*WP;_zO?zf5eH32)}pb_X9AlLt|q|COnD9cOq2cf#d*R$mDm<-_Lyi zZE!;TU%cZ=^Lp8*_fpo@jH#)qqvQW}_`AC2Yu*8z#H8tcogQXgW_#3`PD?^=F(MDe zH@VZrc#pSfoDU|?cMTd|%MHjLa()5_*BK@fy&?)7FM+YLR7sd5nY2n6vZI?f1%-}O zl@(F*#LA4DdrjIp^UrFeJJ*VbO6W)(N$JeKTeaO;)zK9>8Qpz1S zu}v5jA}LrV{WlWj7iBsroM?J(=- zpVc5@QIEc{H5oDHJz8G8C(EYsgUJmpH`Z;inn1t$ril7#Rr#Eq>%lB@dV0D*hHOsC z*$>Y{U2P_TcVy3ywG??uSG@&bR*=+Wzp#N5bc+B)#*-j83Di)Jn^gZG5J2B9VzC16 zi`}Bu#em4o<`pMtAR~aq+xHC&m|Y#rS?#|4_C6uUsST}V)hnm>+O=Ono@%3)9yJjS zslQ~>rJm@euA$&apg>q?Mg)`K7?(r?#^jT9E~!lLS%_8KkA4!SRpa3bN_BeEGoo2X zQ3cdB8aht+LfhG+SCM{;znpbINXC7;Hj|+!O26etTldv|6GyULp?#Z1QSNL`R-`wB z#9t$CKdDHxc)fh1AeoPgJ;^iTomYEX6MuV!y~QEypL5OJ^o(} z@7757JRQQ7K&QyTh~oCSGtBls!+q+je9xEV;`*YUz86-QI4jM@4&6gOU#oLD0!Drs zkqKH^TCOkFncFxx$oTsUo0*v<=ZfHAcmXIwuhpe!>~Pyn5FH(TG;!F1D?BPHCou~A zmiGcZB045U(#xw^+0k11jGfS?(ndBe?C3*dh}_wYHSQ;pxWDN(dsvMtMuL%kdA}aF z;U14eyblJofO4U5PBQa#m|D_?(O|M+dVFCYstuNeY=pmc@q^I)szDd)ZJHXOv(%n6 ztawC}j^qcY?5`?r4~V&5luD8kpqJ%)J*aqmEB;e+B^*bkh#1V-?AQNXS0PXye}dJ# zgXqaZanLCi^2>4wHv+{>uf+RM#UofRSd;x~@VdMc@vm_U);r*;n*e@1n&;a=@%pwz zurU&~n~tZbGg5p2{1eTmWb< z_%nCHe_3)vQkFv_svP^_*y+VzQdgGbVssoloBE6}J#c84#qqjLxuB<2weRK&beXch zK&!2em>^j4hY*OQX7|u=G~nn9eV{s8Xa@p3sWuw8is6$k$*LL5La|9(g8Ruxs2X1X zUB?nRy1W)``lj`+=R{Bvu7ctn9wykGPHu=2nxOcTrlrY#XLLcIA8&AYcPd3r6kb}P z5$((KC23)aZCCvR8l)@Fx4FMN45j9zz#Y-PU>AVHm)8cbBjVdl1pY_v04-`Xs3c$f z34C}3+i^TRJZr#1<-e2F_9Z?PNUitj`}SSOJHht2$a7seG2i*gcsq>`rOTJz>v!`6 z|Fwo{9O-X3lj_5lD!Z_V zZ$HE}81v@Qwt0v!57P_Vq}JUm_+v+;e_nJMZ4&7O#VfhIt%)Y_r44y}xHaI1YT!4u zz;$M*-eK|jg(_FkyiMMU$u@i}!{);0@50Qdww7(Nu%$rW}k~fwk6B($a9mM!bOE8fa#IuY63hE6j=U zi-ScMOI@99@;cIK>-Bh}-$^XW>rfdMNgu<^sCT>{X7g>`45OJ1#UVC+%OCZHbNrIq z`=*0;Fnn4Mx|RQX@s}pW*SQqyYo+Jfmu}>*y^HAJQyw4i@=E!gkGGYdXYFc8%G6!v zUHy0Yug6JGjwdY!uBo36JZ6#|Kt6d`h+^REs zwif}Jv?c+_%lBGq`fu6JyP_zffZ=Hub&O1K$m<1sJ^^KGcO0RbaON~*q_t{RhtsIc z%37nu8#Wb9ouxch1R44?hk^{oFz&Yc9{aVjd98sfvQ^?vwp{tmcMt$x=s z?r{V82!_uac*V%1BfJE(QoOX!(n}5jh+XC%<$t}IsPWE8#SCM12~;`vr*%P-naOBK(Fl*$&A#Lvzae5cL&nLGXE+v* z+;(4&`y_DMjW*I*(O5p?5>SLIbRbW;YfH>r_AT(vdjn5W4m@%e=^*)kiwpJv>;qy5 znS1XTp2*TLzt@RH@d@*lVFqg?nvFl;zYJ4Cj2gkUkY(hhf2EO7|L|Lu{Hp~$LpZIE z4fK3Tv2edG+6~I_J7uzPEMFdibP0!g zUlX{lZuNv+SFqqCfh!=8(fs;l*ibv@VB#RcZrn)@;Sdoy(o*^bJY`MBvUy>6Yh+Xu zXV7ziO_Kp^)2J=%t5(R(F5WC@?sC(0(&0GappgcX5Z^!K)2yDM6ehAv-G zb;7Du(IZl2h0wf|zB$ z=iz3|59NG{AL)Jb`p+NAn5F9vhSs!%g9i>y^;iiw){Y|HpIRVN3pXMb0B66-A+WLD zUru|28}%h@v?oU>Zk^4FAdnj?D4}_3dO8$VVn5uR@^9nspPmj*mnol3$y3#-sr4sHPEuZK!a4K1YJMEwW)z$UUBUoKF!3;3SXJ>M^MZ2*j-40p@A)sqL z=K}h|V4O;V=Qon@q>58qbaIL*xFo^1E@)=bvP_wT6RnAVC1`{Wm&zxuGvyPK9wFb0 zFHM@p+yU~1&p55dh=i6xPA8RW7)(b(g$5_m7ZcL+s5juLkfC(hz>_N)QIPNr0x64f zIHUtxg!W@jPzFMY!Y8y8qW|Q-WJW=0lGz}sObF=p=EMsn-yHjylzW%7Z&xJ9Ye6P4 zlOUp$Sk?Xg%6&2(wM1KZ5)U3uB|LQm3SDpTFU%c%DgWzF(wpJxKNu;6K`RurbG_mm zrCTNI>nrHz??1J&5(gF%;J$@VTEhU2k*Bio&Dc4c8PJUla1dEpSs$PqQ;pFf2d5Rx zl&?STMMFo&g0|b_b+ytkJ0X(*D+;|ACZj!1hQW;`Mk2bYVU)(f)@M{4PcWJR7f^e+ z_JPD-h*?x4;s?DxlW>nyR!do36q1bu! zn5~Vjmmss@$*XAbd(D$}N3BdrfGk_-eQ)NTwLkf`wmhvZ4IriJGRjyN!vr;2aSUWn zie5w)Sx=K&sF=+++^@wG89ODrFf{oS3)&oyR$6dSu*o@o-lXK^feX{8m$}7se&7Ol z0!{w;G9)E=`Js1+Ilka8 zutP6kMzOILe}|(g`k*b(H!B=pATDgyg87NeO9y<@SOP_rcRlM_W>+CI5*Lzc&M{{2 zb)o2F*nOHDWOHEn<)6H|cac9k;Fr5Kw=8ANQ>{5w#ELhmo-*IzI{y_$0IkmZnXcKtUGDS#*us? zjENY^OpDD)pyw7SPKLKVP zdPVk^Xql|-?>BKy<#VaC&x}0AbHj3dpJk;r2LtXB&oyu{gZ78))cDPAg#Ae}wpG*A zNJmz1Daq`(s|(-Q+yn(ZZ#BD`Ig?yJMd=^;Q~tR~vBN|r&5MOYj2z+kH5kC%&@f!G zxTcP9*6~j)bmM81&*c0wO>v4`P5)2@axnytM`u%D&_dn*_&Jc1^e@fzW6eIgeT}9)UJCB`h>tF|-;V!TRAT&R+sC_> zAnV8X<@U+EKsmgeim5x`&Q2!1qWEaJqhCH}I#}}0#4xZ8S^q;`*ic?hJQquA@deHHW) zGtPSykp*4wQ6TGw6S>pVl~(Ot9d+WU@AXk3>uuIf5A%@726Kkul8JCqUw$G)&;HEW zXEq-s^gvLTZWQkY*uk~mOV&YC!#a<1yLTVoIjuK}$qifpG;y?|UY^po&oqlM-v{1( zXS5qAH)20LT+{IJ5v{a14+17`bdT~kdQM_xdD9DhcP)W4e=CfcC07E<`imzT2V7ar zYRtU#PSesI#==0-V$!|Fqxu2g9-nKJ1jrGVR+w(wZKFct@=)oH+9I}%NC`p9pB`3F zCRP73f!{X!dnSGl%VAx{%^Mf_ z$p1EcFuX8)Th3Fxl{O{I`sCmO$TO3@M0f0jg#}oPxOD< zkRGji|KaWM5TX#f+aiFS-v2<42pbfE&D`ip2gf%6GhexcrOpq+4Z8j$yyav|6MJe1 zwh=LVR$1T237Rjyyqkz%(>r)3Q{}ddS}mwd!QirHG`9%O`_|4FU(8CCD~RCaFHn-U zpP8ZlGa*cE^8+jNxj0SB`aaEeQqe(+*#3iGPyf~k3cKrr=nwp5EOy34@V{wkYty7C za5(=K0q<(U$+yWM0k%khNCP*nUqM}cQ26vm?`+t}Gj0nr_$ z&l=qPvGwuA4&5{(2*`usZ1-Y{c9A7F!*_-vP%-B}FN zKxd-}X?L)INcd9!l5=Uzz0zu8--uWHY>t-g1vm)C_}xk3g&Cy>`0M)qB{Lz0ph&-^ z8Z$V`X+@9dmD6=B0q&vf#Qq#7l=XKt>u7o5{o$=ol<#9+v^oX=S@>eDDFT=xO9X>^ z>p+UtC;P%EyuO|b5FGj)JK6SMB>^S>JMh8L!omW$@Dm78Ty#GG8D+S16gCYT+o%Vd zhzL1YXT{d3rNCu&4LHB{0*6Sn5D5slnP6HZAlv2pMnXa&siG1uy{XS;)l&K2J0{V- zuLM7H(?Xw}u5l=vqY-3KV=&=uNO@FC@?_H!Tt(`PHNIUWZF4ts%PwI|Pc887eV$jL z#!9DV62Wcku1Fi;x)z(ypNe_ted~+h;F;P&hY|aklE29cUS9(y*D1u}0n3*(?{EK2 zpW6@dy*?9;+Hna37hUXw5u+rsQ&isy%xMWu8&XtMXi11;ytU7O&-JI>ah)GPpbFfG z`+<{f2>3_|f;sUAz{wg1tE_=$iDobcauOV>J}7bR_Mn81R-!^aN=o~`S^UN>jV9^?aE`iWv9hpm3ns1a?x-iE zm~*sYb#@&`$=eGjF!-{fFS`s0K1qaQihAQ@H-$KyHD&Y7PFmhGM>~>xjb?KR$74eg z83kqRyBfqWjfk`FMK?#3r663u=w> zhH`UaPq1&knpuu2g~~95B%j`UkG>3JyIBWPB2XVS^yct6_5hvMt5{%1EB$TZrI66_ zk&lN5&+H5>guXqSD+}Us!1M1yPoe4Tem;Hs|DgE)Cjp3 zx;46S;ASBQ9-pKoLJXTa&H_M=4!E`Ani?!uS65UltO&!`-k(_t$}cqt(TU2*taWTQ zRXn!QR@w`t&80O0{u5<(1Y$0;RNBcu!r{%4ujzLC+TK?(TID~PWHp^DV4)LP$3MyT znm|U9=9fGyfsjIGSn|e!0~(72){&&Yy?FLvdx|LQ)R`>y-%+l^(FMh^VPxoQHU5Lp z;=%m z5>-|ZVt^@aaIV7E(_iocre_=dYP>yfi)=~%1zy?D=GpQH zzjtwh8%dm9Y8?`FWH!u>*pQyH$vRpX?RMf;AB7?fQDFS}1Y$OCw~~yDtCoJTd(H#M z-)zSCw`hTXcRgD=WsSV_Rk&Jf^z0g1!EV-9g6&%Lf~S4fI0eQCR_mhK$e=1=tH(Q_ zp4crfIr8BC!m@OlRvX87PmtAje3PkmFNFMeuGzUT4}YKTG&ewpyhUu%ZBXSacv@RM zbUGQ#Dv=F%3#Z#LyNMo=H;m0LpC;TjG?KH<9O8g+^xwOHIQ^aRakaRmJy$bxbFj6X zxpLvC`T1XfBN8x9z~?Z2`5v@%o3M$pFI5Qyncz#{Fb^BP$;PUV@`fphfc13b)5FbX zNs?I4^V35e5Zo6`;O=4eKa9M>w1zM}RYLFLrmNrgHXY|?5`y_J87Nh?+rP12eI9*W z*K`m6+-G}Skb_e@=+mr9#@6qrQnCwzw|*d|Q#J*(y5UXr65zCFeN7V$dRVfH{x256 za>&@`sl#1#vp|rQMAMd&NqE)4H8Jiae6P>5^Y>jx#5yLVY0y5In|1jc&9mg> zZ{^&5~20?yH3g#+x*IHH%h`2pvOUe54pqattLzTE_4QsB}BwlN!k ze6#xCZfyN8C=nptGdz)wk**u##j4{8(%uh%c(C6t>QfXl#}PUD%-vDTc)NY^Qa9<) z)2~AQ*WtI3&5LB+h8%Bc+qQ>rdd~SZ@e2F3Xfoi&0 z9nX5DAKgUit&XDsdE^a#hN8uh5+>jw%_YS3Nm-04O8RE?)F{S@a1Lef3)MyN%dEio zQ`lJSXn{BtnAhwc&l6UCj~UGQ!}b5QkHFIYe-mJUQz3(~s2<+ln?NZx093`}LzV~- zm|PAF?PGw(r(=H+xGqH&7t_L8CYX7SUI)tj!SKYyAQ0zSdL4ZWdSX34KVQ_{zAy~f z_2r{NK94quGncA^1W-og`ZB*>eM^T&Yp;e*%1U^hrhglGEV3zF_w(5~W6T{sX8W^R ziVSK|a#Z!wSI0g=l<4GkYOJPh$7U>Rm#yaYkW%DFlCNpJhp%gW)vB5HO2pj2PH!NZWvn1wh)j~=7v@e z@Tlt2vEwB%(W!z_kG#b`jMP#?|KlduOi=!ZYyHuDQ8Mv=kKA6TzY~Cf8WJp31Qhsb zl>sIu!0dA=>>13)fF}x*27tCV3^s&(CVJ&3x-(JW>>BXZ5_zMf~~W*#m|U~M-}-a!gkN@ zILuBap(yYWnL}1{$SBi^hm=X8WU9FC2i6xn-Y;tJ+Tv6qcK-9*LAzCWrGhMxLm2=K zPLZUSLy<2c*R31pvck&KwZ^0}FEk~N<5wZGnM6jgS#C82dYt=Gar16{LA`n_G3-D~ zL35rt>QUqL#OVSh*UPFBg^>h#Fo6Qv2NMs4h!n{~Q(vC|%5$R6VWd^cHPgj)Unod3 zh%6b&55qC~xHz@qQWGflGe5{^{-<$@n%=9#6s42vFlky$kRpSKhJq&}GFJcd1+}vx z(MWZxNeulCS|U18S&4-+XJX(|0ze29#u9q}2IKc4lxQrY@(#WDo7~QU0F@0v#@enx zR`oQ}u)AauT(Y<#{hAW>GsQrFkExUi!o#FNd_)pzr;{)xNzX|3>|v1Sx}88dGfY=Q zJkUs+5=&jr<#Xlrf2_S_SX6D>{ylW(&|Lx|BAr8*ARs6rAWE0CbcuAARU%kW!wzoj?lI+9)&G?P_Yu`uX!` z=Zz88r`55bJeHvla7HgC?Jx57Y=b&FuK0J+6U;7UlllM(psOV0zRCk{ilGW6=VuXa_86Qt4KOE2bDntusE1|LMiD?;& zIOG4gUS#?$fa0&o-9|bov?v9zl?!ZLCZYEZI=d$PX@=<`vrmcm7LX_3!)a3Hz9IRH z-qiguFmeigu!KBW|Jo(ga+B26a8nyuzaMEJPz-xwzUAsBiSa=_rrXKhkfI$4<%i{h z&>nf~r_`9}GWlcqqchS`D`Ug-eMVojbyKDvt+gxK`v}jz{t_-?-k-8uC%{v;x!BSL z`X+BSUt#VoftzDDNQSY-cXR>gOjt||33T8nGp*)oA>H((GmkE#W_4ovG;0;Bg4X}s3I%%L6p9F!)-PBdkjDyp8g+K>;NLp0ps$taWH%531S zybbr%%4a%Q;@k}MEo0#e@7-5MNttQyChE#s0~SS%KY>NBK`7qF9$l-6Dzgf9%)nQm zFD{l4s<16>aV5RZx;#ZglcX(_msX&QNak>SmXWa>CI}29C>2u0gwO>c-8g)VGyEIP!F5g&eS{{~t zeFClm7U>669nI|8y47+*q9sZ1b0R(q4Hce#Dc%mr9~RU}gYjTSQE|Pu)$E3Teaqy$ zP1BR+ZbpPZ|5o|O-%X$rFxj1NfV`VEM1BMdLJl@|cAY1J2lkd1{#CWZam=!D_rBJn z1I1f$adE5r)XQ)nC|fG4`_&HWDE+mKv~4vc#&Hik{lZ7@4s4}_-%m3h0}?`umXuza zr@37BpG(Bz#8^MRarSG5HhCYGA1qwT8q_~XegRL^9E`N4T89UhPYapzno$U>o-7($ zo5Hq*C3Tr9cf{Js*+ynYml8c(DioG+AKP;aFLwy$apTuX`w}tzX!T1P+gRfMT=qo| zALGv8TWXmq@AM-sE#w_X`s}qH=78VTGLs#3z?Wl+GPi+T2~6~YKmNlK>n681*O{V& zX$e@5$a30vS@DoNK@6~Bm??!fD9@VLy&)iTF~yB1aMzFPS#i-tT0Ira{E0 z^~Z*bw^ls(s?Dq9Nnd54;7DkE8t|1u*@^=GUIgJIK3;-}sh(?7O_*X!#COu?wes}1 zGps!_!+TdR+XOa?o%SFgqz2v2&aMJ@AR*AKczxb56(q)^9!I4?7D^8z6~fn#g$^Zt zub8e!!r9QJ(rJ`SLe*?atkw`cU7kC%r%b1dW}K{Mxk)h+B^!E#{G}tR*vM?RxqbID z1(^c)MN9*@d_S}=sOnW-i9W%m_L8rTg+uJHsHmt`Ks<$@R4pJm4#I`Pt5nYE=u)ts z^?b30V8jTG>8O$6M&p?paZ%^Jv&uZ!K?*7RGhXX?_Qtc55GW}r&?xb;DLa!7%wc#< zHunUJxngLpmeFk0H2)=~V~p9K*0ymUZ1Ht$M6Xm>)=XypTzh#LA3>t1uYr4Uxf3Fk zg-$Jm$UdupX4T^gWWEfmK^%gaEUI#34)lmLpxA|4G@!b~pkw2qdg&MR{yJr(xLOp^ zW8Iy9VS&+T2zTmSYTqX!{9v%D>fa2NI+qCQx*JCgme#P;c*?3&jgI&`LY_ z?YWMWlsEwH-t}|AyFPO`BVr@{-=7dOy{RR4c8*lF&h~%7DSptrs&d#DQ%t0NPh^96 z%k0%%>e{NdW9{I${f|!H%Vj+aSBTV}SfOi$e!lnMK@X^Cq2L*vJv~Ses$-fw=2!T{ zrSqnnuNg|)RG)sAJPJl8lW+zT`ZOP>1s>FH!=3VLa$J6oX_PGrBLpZ_9k!KN$i*pf z;80_|%8K#QZ$;1wU15iN@ztm+)a9*iZIwgKgpBICtnqNGv+CIc zY(@Ktg(5!iV?B10n_p@$jw_el`S@l|vM)0&ZtLj|^ux$LSyn=%bvGvF>??t&0X3yZ znmF5%{#~I1RRk12?o+&wTt4u|jf|Ij{z4YKuENFiGH>4@i*z0Xxjc7!b1I9HW)!w` zw70XQsB1p>+VSp;oK>ey6meXA%od==iJxl8Ey(5D{|)YM)g89p@o|f z>yaP}Ns7SNG1YAMTv(&R@|+}y2X2m1-E>E_1Fu3$aB(dXl}Ab6Jo#%m#jQs?SbQN6xlvkT+t4o!Zu}TJeT|8)#r7`?7 z9R$Zx7JYC?%_1C)tnu~U(aR33cW_2W!q-<;%rbp<8wy)6(9shzGh@Ky)X06}88=^T zi?=DKc{wygL)D!6Cw|iW{0De+IRY}Bp_8fc)cYQJ6}*e+G$lNX>%axhA}krA)3Akf z$Bi~^{IJTd!0JdJV>+9o%k(ucd59;JL=M|vSkWrGA+X|LergIQOUwG=MV@y0P1(fj z(ZxlCZHHeZ5ClJ59b|i9qbtPABntPj(s->Sh&=oFq;Pr5k3*MHASyjcfGgBxCjE?5 zWwjpHe-p1ah7Ig-p&(Du)MjETeNXWh#1{*)I->PuL5(ct@KSSon6;Ia830M>A+ABj zR&Q_b(q~PXaBYs(tBER_loTvA+No^U%ktxE5-3B*oQ`g!tJoZn!4u?D2}qG}C=HONf~76U z1LWKJ)jT&&20BQn!Wys*wSf-8Qmx9YIjGZtNei$SK}<5S0)Q`4M_(Tot`SyWFOKpJ z+SpZPWd;$Xeu3|OBaBBV*5${$Wc^5R7)TetB56B-3;67P1MxuDN0q#qLim{?*SRtuW2!RHn$eN2x<^8YR^%y(p_U`^K_IyNDq5(9O* zeee4zaWeUfepdCrZBSfdnzZ!+rgi7#Q0kR1ddF6vm5KoMCNbdw0nkBvz}N7bJQKjZ zhzE#)`8%Jx$>CY)1Pud&uy4g3S4Wwlw$N7KJ z3nB=zjJ&oRynZj-R@t%;DEZ}Va;2}RAq^y8*9bl#*P!P)MHN9o^}iRF`dEimvjnGv|;$LD0GnT-PeDS9y&0526NAF$U4G$U)DtU4aR*q?9lJGFp1bWkLeK0OAE~0A3LO?;^f~cr{ry7V5+OoWo600TP)YOLLlXr|x{4{SI z_8Qj5rqI~K%6<8>@2_1d3&+o^Q@cl8cr$}+1ohCbZk7A_68f%)^Xc1F0nmus_l9Zv z;rsnKsKSoN0m^at#~rz2ibYfGGVD}Dlnx_y$0OS@<=Lsbk#KTr_cvegE9DZsb6T1A zq+S50T89jdBGUm_72SFA)3LWpC)M+&4nh1`xcvY z9-7}4eA}8_#Z7=)|E;c(OaiX6^9Nz<^*{T(?GWvex0J|1#Oe~k85EHzkQH)xcf^Oz zrx^{qj0ybdLOW_xtlgR`Bv(EqUo=|K@DcC(0m-yl)_68UkOp7&N2s}MdjWUV9`m?9 zbBEAYSWf{d6EsFfS(cj#jFO&gHS;O$pqI1nA--c1uUvyq89*= zl}}4W7-;vL;I=x;AK~Tb=-7>FvG4u3BqopipXH+ca+D;q0=bky6T-BrFI#ZSeuLozRgUpUSl*$o6&N(j0-0pF>nFRmXDVtfqA}~X`)5XL%?M- zTaP(q0~Yu*cEm&lY+FpyMS?RSuP zSZATh@lq-Bu5l;8qAg=W2KC*9kDXnOi4Sy*^o{qovkB8AO%G|g*12*UqHHa&5P4(Y zoE6`oF(={GNt%x4d_-u;`y1TjI$b4?KhL|Y&?4j&y|jGrP}NPv98lEiOXYCL1# zU1xl__Znu7P&NX1TcYj5P}M$QEZN^Ei2p!43{o%84tki$n3#4)Md@hhlz~Ucc`c2n z{EBt#<|2BZMZ^7lfF7SZiJotX7Vd7?Cd)lLQ_jy?qFzN>SK|+UChNhk zTGNCO++lezduUsav2HMm3kpK70s+;8%gf8$+}!W9iaJnJZd6ATOu55em8<$TxpedK z@)EKo_Wp6;oiSeirUB+vJn_Ek!Nl)+zOXs@UuNef2Wq{4gVgc(8;rWwUCp56FJ<@qEphvF6*Rd9-A+asjCnAFdHmrL4~Irca&Ms&P+ z{i(ZDmc5Ym*r+R77QGHNp=ygR6IG;;zh43ngE@-BYa;)E3I=)7*@v+Z3O2odo=s29|c$NMfy)9$^S5YMil#VjS z_tlR+N7~?D?*PCFA>0dQ2n;7{2Bejg#d=j&Are3dphYt3-19idmk1PE+e6=saG=<}A+Z0Kd0^aT>5C+f7#aN3a zrbBVOi?3&>oOXM!8k`O|3=YTIsHca?xe_Bs7iQPns4757pZ)iPp-NvFHW@;?Pm_ve zF4$}oj}uxte`uLKDS(ZWbFm5@;3B`$8-2f`G=nwa0n8OliqT+qg||56Ri;Y%&fGpO zdC9cn)k;i*?Jwy^3RY1t1ur8SfE9DdjvtCRFtN)FbmPuu`NT5nxb`#GxdG=z2UF$B zCYsHM%QR*M@HyXG_vAd2{(Q2_{4IQTZ6YTyythiIbfZMPUrW(#Mc{AR^zLIA)u+~h z1J5jAL2jZw;C`?;u(G(AZN2nnawcVF9o((hMMNmcBQXKuq~nMGCC$safZMmgUlRR} zG`qVgKuspDdB}w5j%IJBc>t8OO%|m<8zTbG(^C^W{gt9B;;}&KsaWt*#G@K%As|%N-M2DNF{j0{0T(ZXEqiLK(|nORG4f?r z3^5NGInzel&aJ2!g{rjRjU|Q zJ{@KXrT!c%(NG6>)y1XYKsPQC2pAoD;L;Zb$kd)mG+Z84l1mP z^Q+NW5ISn(#(lrS@2gU8C(Q=>%Flw)F%e;+`>ruPdN91qBmg%*IW5%8_y!Ch(QiPn zcx3xHB2F}34XC~y`mv=`wzghh?RvJLMjs2QSNO~pV_A9|;c2`f!&qQ=eo83mqdT}! zco>kQ+LQd6Zf`|N4nf@D<_`XihCUTlZ=25%gA}x}`6XdOkbU${b4juS=LSO1B&^CK z$kH4R7blFylXvoMAt=kjAB`-cVfvP>tW8B3l%FC`I)JY2rNsov{ZvWm&p2Fe<5C8V z_xDxe5_KofB8%RrrirjHOVZjx2%FU}x>zZ^28t>=(_A8mEC5^qKql)&3 zk`}sM)v(o+<~fsn*@w+z9~7_|JN_^TxKaKKC$GGVI;8m)_xd#A{7^Xw4<*01H>bVih-vs;}lwX8N+$ z8$bJ0@}Sq@`-f$;fk1IcavC>p9Oa<8^Q;$fG+vUaw^mH!x`` z^PqNBqu!xv+%wO2$Nkx$?Q(X)y)TjjD?3EACIl!Sf6+d>77E|qe`D^B1qeR0h}wvV z2td56OSjzJ*{M#C#eSEU$BGgday`!O^gms|X|;JVDog~djHvk!z*+oWiv1Q$gK+#< z@|h7kjP>K|QYjYFzXtR_^-lB)>3wy;3;g)TSf8_!_C)emplRNOI0!^>ZokdH3J-I6>`LA)`qS( zv@0a9xgyP7s!Tq=(u-L1TJ6Qt2c1vI#tR0a0+xeXDie7;V~c7_fJ2? z4AcsL+rxQ7U085b6zPlGph56hl(3Om%z?(D0~G09#x%uDfzU+1(gF{p%S3{V3*bT^ zhU|l>W*!ifp%THpU`!~p)Ytf^s30Y_3h`aFh=Uy!;tKvKh#Uorg{~IMZ+6yuR1VL| zMm}>r`5VPC?{1bIUAw#}O{+O3{yjWPi$f5v;091pP9fl* zWVp_Yaq*7ICne=JwSYxqC_TLYP^s(f;i@l28r6fy+GR48FkNn$&iT-G2p!;Tl=|`& zl9O`F8_J_c1qd^DZVDUKL16Q?H^yLOl!!uC=)-z%&cx+)2!|AM^(x z6^3rVY)A0vIWHQqb@~JqKr9nBXg8>oovC4{W0#7$-_mRnF8czOIx)s8>FolGTM zm)P1TX80U=iyia0E;5=>IKk5cP*TzPf6Bu2ob%H+4K;olJv8V2Ije-DJf;_Rfusyn z6oW2;al61q7tPN0o*gWeFk)kmc6HR2aq&o$x|Uyq`ckF1v2P{Qp&laWjgqu77nF6R zyG3Z02Ilm4rq7u92=X_TnuY&iP~tDv!$XFx&P8MkP)}5C9@P0>iAysozhhg5oTB-BBd1{@cihvQ_spk_R7=8?6==1B?uNB zVwE_7`X-fvkeye0=k6HY}0%b&xX5NPn;?#RmGr{ltcJCPvG9wxN%&pY&bO zeJISM)nRi|6Xl7UFi_IR!xy3(uBF*zmJd*s-TEwLusBDBMKCu185(f9Cvi-0iO?$> zfA@1!`x^(r9i02eqzs&jeTZ7?D&M(FQn4=z$`YO~fdp$D`8%Xy8Kh;)dsR_ICsk8@ z+IyrSFgkd&ATTEJ>qiO6PQPNbE8muLdnH&T**6fYBB7c=TEs?iUN?gz5<&=}$ub8u z#DC-NY0@gnXJQC!lPlPfyYrI(dVe^&^CaNty&RrG!~A!7XDQRs9Td(GTk67eWK*ZI zoX|U3khdQ<4Dkn!RslO?kBQwwwxgP%QPt zlg=Ll?3D6o6gq&XY#i6N)Q_@m%N%3w-4PKZrckbUgGGQ#B6`{6#0&3&Ge_xsgE7<9 z5G&AUBzya14|%nHl`o`NQ1g+8mHx$UMlnJw@HCI^FNCMHWFe;#(~$nEGOjPG_m!M1gB%a(SC)~k85`jl67E6fIE#o zEuztMPGzWG%L{#55?L>#v<3YCr3TeHCsa;2-%1xXlVC z6;Oxcm&I1!e#3>N@cfwgB|j_w5$MT~KGO4ea_B|TFYzi&Y&oZeAYRAiJ5yF!oS4_z zkS4Y=+Upu7krwf|Q@d~Ert(aDo*BzK>zCE@!xhW}G_=F#u1OH>kxfGG>yz}3zmpe9 z(_h3-0YrB5@%-SAmqp+mSgzzf_DuNJ9*iFPzYGK3*Yb}!gjKaTUAf(RMY`_IiCRG& zTyw=qaX^-WyEhklUN%0rvFEZR$g!?@4C2XT4q%*{< zdZ;0JD2~QdfL+}L!4xK`b3&ZAmHQ_GrjZbiQ(%|g6d|27da=oyQgn7RRuI#FEb5-W zsS*6>6dyMgEsJ-4XqttkFtRDPwPFt2^VvCtMMo|@KMmp8O%i)dzlR60{F2#5W(dq9 zV|Y4u!iJHWO+3`Fr0uaWKfQQt@i8BwJESwT!L3=^zKfi*UMm1WN*sXTZDP4YGH=zVD#-^H5q^9xm%CHklSAq_W@^D|foZZl~;%@KU@2Q%iwX1;F2q7R zNe+{#bdrXIL_(ioGS);fz1h3RLG=#xIHFaNNNvCE<#mR{2H~la?P<^`+6~-f%IMo? zv|y`IR!IC4a(7bdKOw*!jxi?`8P1Krap zS_=s1B5OR2a%REU)7g41YX_$ItI6vzmP6dI z3KS!swNr2<0mxUA8NOQjXI1&@bih?Uu2nq77{(Sn9F$Jsq8~9r{#rfg(`EdsV6Xo1 z#h!d(c8F`-pZl(_E&B|r3jU@EhA3l6c#8=2(nR~do%yr#y2w?%L`t6+KJU{lA9VUp z`wRA0{C9vBZw0zZ${SBXfz8p}vt56>gL$JC*~;)$l{S~mKLsmQNEQl-x?}`JB?Cfw zn70dK_>}9wJCd}CG%%1>iOUFSo7HL2rAW^5X3MbqtVnu|HUc5UMOsG`X9Asr6Fjm0 zlv`?!`?4#pilz}=xsXCax!~tY(QSPyML5ySqsr0o5scXO<{t;0UTdjsKgbwSp3GK6C!XJ3j8FSj6bEm94=_-&X&rEN{TUK(S0<`)4S3`9_HR-dc^1Y}U{bu2GNG z$=F^L4T3?(?;Cd3{o$?`R(2j1_Xm|6;J!cewL+(d=i51Jt4b*{U%dM}w##S~s~BVL zICGhU95GPK8p5oNuQZ?@Qr)yY?efSb9L1~iyLDQt$SP|0So5A-eWdMEII($2_8sG^ zxzMFurnMQ&we#2Qx5a5Bp>5UEk=f}EwU=ZEc>vvsOH2~-kgZkwmfPYl1c>!ViiNv{ zvthYQUl_FcWs>hkwQKM3)2U0FCl3jqyxqO(h#SI{wbP;ctlr=~qI@R=IJ81k`dLZ$ z1%&ydT9+UZT?#hI-P}wtd~Vpi95d|#8$^k?_^rJyRcTwqo5R?Av3f%eVGFtHXdx> zxZ7xf#uX+MugWUOhY7F<7Re0QAG$Xpu-`P$u#Ki`+0entsIaV8A;Lsa`EtQ3uFCY- z^9(PeRj??q|9{r;T}b3ltOhdgj30W#u)G2T&NQ)VN7iB~{X=m^*9jgf!qQZUp=US%G6Fo@OZ z5Dbkt7$gJh#`wCNOA@4TW0GlQ0=$ZY{!{pCjR4ioa5faD%=&`~{|H$AwA$SAE3gH# zBuAL?(*QDNuHNT75HR6e`D+)$UQk#QEVqbLRPF4OSss-SzqzT2J~*IXY$&_AT0Q5^ zunv^S#F#gvO)gkfXN2b&n2r=n8N`3(vBFLPtnDYS zV04chlDQroX}R8rMDGu&;$$_Z_AN6Yv!le_|A91vk!1fo7j54LL%85ISdKg3EWMgUJ03rU)JaZh95 zj(w(YkVJCZ*-E8M09Yhp6pm8Gn&gHdo1QB1yZHeftZ$6guJF`YxLPv+}RiX z-k?v#l9Hm^PX{z{t7lg@EruVfTAOoWH!{SZD6$3TPHX_;YD0ifBuP>NQ|wtaclD%u zWy^G+PA5{Q5UymKi)m_#X2WNvAocEdkP>dEg6~}_X&Hp;OW))o29sFp&F4*CU_W>fhOOHxb&q;N)h_p0M)$XzC&mbffy{HA&my<^;}`vhcVM`=s((uGFq&)BO$9R> zI&;NxPu$qi6)_l7W7T5O;}IRsi@0DkCbS4gAD#?yWKQ7yG3m~EK+Y2ImWLx5Ei6$- zI8Af#TsT#@;6(hi=`ZL>Z4C=6@Q{2H7n|_X>WvD0t&g>ufDcL?y$0!R-o94&!kSHG zvdaYL+?hG(6?%A8`^OJj^D}fXj~E9DqZrhBrz8<`vt@O3_d;X+bG&ZB4AJE)-GbNElOFma z$wgtBLk0+*tsia1^V$XlT0Pr207TcbYnomn-W&2~nNfx+h)^y=+d_`=pHQGgRsf zm6P}_kp*a%Hsh&qK2;o5GB_zQ1nAh5jeA(adagF+wwttFK4Jsw6&X3@PDSknzA(|C z;o1(%_z$g%xy#WvmDqnt@9K8&aP74*O+?I^xuZjX)iqB*g{afIQ%+}&cw)LW@6%@@ z_oD5@CT@(MECXmCTG%NL5~Ut=-FL5hR-KE~U<3q3;Q~IIP2SOMLOr2%>|Tz9a9S=` zAcfI({fzdZ;y3@X^@kDt$td6;C&gW$ANw`Ms`jKl5L{Vr5JJzFcZZ%!E_bZ!`zbbe z;3h<7*`-4P8R2^ue5029ZF$3!z^`jezj+7co;U_g2u}2Dv%JSG8-92pMdH+iH6`mt zc1b{cqytFfxWs8y<#TEP6N;Z|Wm-S=v!)0PtP9DD#5!RD7u!*qU3yWe$MiM;!YdCd zcHT>xfr$0xnbW@TREw6A?vXy2#I!_^|8Y zaP5!tA4hVOy6mqhvQsdC%KlF>T9a0R;^vLI#n5A}w?`*5o^wloSHlysBNVx#+9^HD zS_?h*!j$?sF`!k=>Xc2s4GLHu>pmPUP_1xX*P@`Lgfj*JH{AiStC;;qjtaO?&TUxKCN{mU0&HV{ zq5C_FlYtLR_Q{0&W;fk;bI>A&G=n~n=db7rVG26NEJU%3*p%qXaZo9&$WK9ySprN! zX!9kXiY0uQqQQ4c0!)iIq|pjs0y$x<1H)S5qC-WxSshyy!hke$=se)#twbrUA(Ge?@GATuY9G>Y}Y*n(fM*5F3};sZSuVcre^9w-}+u zl^i&?8le1=>kV~-(_vY8pDgZ(&NmS^wuW+x5440ZIti0+R-+4gg}0YoD)TV89sTv9I_c&N0tk8Ew6cMf3- zPBuVLbsXcn*G!#e^agKO_SO$Yq%1@pA0OK|IrV&gR;tm{X(o{Rz&H-2lm;5M3d0=3 zvM@vG1AbbD-)lI29o^9}SwVr>Ud6H30au7!AFG)RAHz$)zS6v#*bqkbAw2OlY^?QM z+OU)oh?E_y9vpehe@dFmxuOhew}5aqtZR&_xw>E!G&V{^G`x;))5+>%A;�hUs>l zOZ&|Fu#)0^*=;<iOu7$lkF$+j zZ;_R9Wc`26U{cXh=E3u0^@?18azy{?2k~NnPv`uEQK6o#VKzZt!Z}xGxDe!-*Pr=l)FC=()w}rXo}%$y$N>!YQAN9+Ay~As zN8*v9Ey3Tk)!ZYMREu2FFur&sw14ld^l5r;XB^RS>~LItE&*ok9T#w z7Z9#w=4(DWo^>g#Ikzx$i&6!dn6w_fc3hKze7~?u;*ocdbEXTFOJF{^t*5Z)m zd&l}Ykiz`e9^TNoc_%*(wQ#j z=}+LH9t8|Vz%7BtfnF)L5Yk`c8BaglTrS- zT;eJ!kJpNmvv^bOGOni6-Nr?vn_2P8G`cf&rnO#yVJSmu)nA?~OLIZ|`{l>6sUGVt zHV!^?3KEEeaDpuzxAcOUr8a)V$KA2WaaDGwvmmY4S|Yhu5r;EsPYIG(V(|q$xXgP9 zg|%NfHsI%pjU+^cIzH-WBSby?Y2|9y?O0K3vA8Jy8|DR|4g?kyJ zXOnv;U~vQ`CXyMs4v7rcz%l%Wy;28OLA#G%iZiK?l!?hv@`q^$_E`1J8AXdOPZ#iZ z78Uem0{dgcTy`_|^+Isrf&wzEx;d5=xeijKFd0fzS0k}iPRHzyaW$ekH*((}61{~5 z?6uB6H1ZMt8gTTc_!(W18#r_FTwhfDz3B@sZAE-OBGgnnDtLxpiep;9CmcYgN5?Y~ zBa5q>BAZtGcQS7Y*L)IHF-_%OL{4H`g^l)p!QXuSE_1wu6Z%x%Rd+~yHhhFG3^BF`DYo>uVQcU%}UZW=IbN> zlZ|uZQJvpDS>urjqJD6}9PS@AadGjc>vl%s<3iL$qyC9}d#YR&WI~`|$*Au7n}+qD zR87%#%s&P{Z6kKdJD*NDRKX>jd4_6U_GV{=MP08_k-!p_BDR^E(7_Dfd1=5r2HfK* zE~Mb@A2CnBa^OXdi-S^j#WuyO##8C;Dy^DlS-memM6c{Uevz5fkKsI4Sn2|PircCp zQip*>A%LsSv=kSL8-hOHyy}y-74c9yMAqqo0b9E2rDDpngVaG~}f9 z*S0CC7S#pXxs0a!U!xPuKQ4+DoSvaq=0fJL+uivlSP6+cFUtcEHWSJD+{u$CdHdfL zC~nKASNyz;xE=l1rp_)8a|#ObqFw0o-?xKeb?@dYiJVSNA%wiVyj6GAeKs~WATzsf z1!ruSMDLCb^PG3VL0OzpQsv<~IEGco!FNDX&=cEY~FhYivOv6UC1)^~j}4n$V(;8SGD5?B|~j6CAYh%aSsqyX}A z8Yk%sPhF-`#pkYKzs=#4ccT<0zYA-_vei)YgXM#~4V@!-au(4siZOd zLBQb(;Bw=tK7Ygvk}U)={(Lg>JZ%`+COVs|y%qRT_{9>_+j>3UKIi=1<=^Adii=d& z#01*tTl-6@qPIN3V2KYJ=@2&LmG#C@&XfV%;{rqJ|2|&+unKPy%L{Gmf zK;(3vU}m4$U?g|&fFzg%0j`v)6Y@fw=3noG!e>Hn^SSXw?gyhHSj;y&tyX95{Y8V6 zU`2YZbl?b#NJrcZ%L5gm^Q=|Sx=v{|w``YR3z5lDk`t{Ui>UN01%6Ub0l%F$AA|+? zgZ`#j6_kF$ku1x$$h5$nGC<2Ju>*?T`pv=&et-?+HK@b{ZdWCcVFq}~IIT3Hh5r#* zKnj+Dhe8Yq}jOh>b75)BOvmpD7SjZ`4}I>Gpd+1?|ok+I^EO%){t@x~WE&a1)H z$f*_sb3GLfD)J6*?26l#R6d$GP&TsJWC+z|f&jEa9qiEVOQU6j0sNgDoqi@}>C}nDd$UP_nS;!J@&p<2Yp0%5PEEH!()q|F4l!c!Y z|Ek+@9}9N1R_4oF8Lz?_;yR&m+xj1`_{QdD8=$Qd0Ne;rxB~wOeP3VqU^)nw)YOCq zmjMwT6hO96Zh+n9(^q2$sK{iL9eBX0jTVS8tiepb?bW)1Tc_i5&1V7%^p(A(7!P)|HV z@bJSQ_~3r-`wHVL-C3#d#G2Q9Zx7qc`*<*^X>8uDjCgqn`V9X!6{e7`^XW_1W;8R{ zC2iJ_^u`}&$10|H)#XX9a+a_vX6@&*?Osnebvx16=5NL+JDpE3`X37}PK!~3Xh=_K ze=LE_YtSLsF%sp3Qql*_z4fFO$ZTjQu*$YZ@ANtm0wVc?-HLTmI?9l=U2l3ETHc`? z&mp$XB4tG?hIfw~rF$^SI5fm)mDRlVMyx`VdJoQy15{>oF5i{`v5d8`Adc<%K|=o> zeU~mjlA2`xtU-g+$kTwg41w}!UK?8uHlHh)PbC23@Njro<<~q#?{9KmL-=}LDtTd& zs~)x4?oYyqPK7Tm09?%&QWhOSte~aCw#GN~4yGR^5#0xgmJ%1umXEOxVg|Q%v-j)} zi0bY0t#5uRI^=IJ*XQOJc!Sc~)(=UuXyOv(KPh(5Lago&b#^$-?*yijeaFjt_^!BK zyIRCeN;nhEWHid?>LmVaXb<}t6AIK=f@{e|&qy~6`E~^$3CH`&Og6NEOAO$+JO#;~ zM}%f)U+aDHa10gq^{NS>_+RSH0yADH>|4=n|E_F^BOtTlH6*I4Ke)$thtJqC7-jkb z*Fo|c4_3juV~N9ux|jil6;IlVjfUqbPDMkOCWLjRv`Pm6L_$aIO79x3f?W!I0;f^4 zO=Pl(%`wYuD=7_4qQ~}U1n2s0nR^!Tz@RZaejdw~$%d%yg>9K~F zM_?GY3U#kB>a^vGE#1fhO|gwEqEqRec5hFn>zmf~r%MOtONVzcK|J-iEPh}@JW=_V zPz@&jg&__NArQ;!nraz@Sf{;&%8-Cc;Dv7(83R+q@#9;3@)DcI47GHt-)(5=O~M_; zP$sM&t;I>dhFLrBgd^i(OCy(e93$qixk!;Sj}1Kf7YXD$8IAsb~#D^{V}*43n@_OwlT8+eK_d0qX+);Lclxho^Bz~ z`6mCq=?MAvHT1xxd%#ig-*^0bcJMI&dEp8z7#IbYR|$dj?LTifEmW`qeO4O8zwf}k zfq-t%|Nb`ea1fMYIZ@jWl-mbv2FQnwEdz``pi zC}`e;836A9V+gq2hPOE-U1a}fbNo=Z6>@A0IhTzh4Zm!>q~(Jc_yG9Xg$oRJ2$*g- z-o`8(v#?1XF#OL?EDcDy;DP4s|7Vwj(S*Z=5Wsr*KgVqCKgUcIkkF>9ZK0iJ2X11P z-GWdVBz&Lgdlr1377=o~^k*;x;l=qK$Ejye)*ORK8z?v^qc~l3|2dQ_q*lD(qu>$~ zcdL(JVPj)o^*_!LTOj)9tfMyShqY2G|L=E8I3w6}!r_keH(THT z_fQapu()Ku4E^tkd*;RsMh0wT^^*T zqSnc(AnbvdLHu3Q-Vb^|8D@~Zkz+8k*K*4QDj$U{J!54TQbvB=;P{}H-`~u-@ImA% z1%T(F2$8Hweft@USKVB{I>eQ@QU@_(osVU@StWr)AAI2nDRUXIl1Gw4p~1$pp02Mv zH8cpp)MowIM?|=-6KwDiu;>W!G=cCjpROp%!j|prZCl6@2oYNttEUaRmvaCjm^YV} zObkCgfyX(3)Umke=mKD~ozkqq8;$gZ^8kf3YMMN32TO|r3Nr*eQ4kSbBExv|HxSz)O|425sIaY&dt|E>-U1|kb|5}mz(zwImWIhVZ<(T&OyOABrC?Z z7t|hqW-TSDXlNpU)shmFj4?oUJI(lQBr2i~984LvVhU-xLipP-D5A>&_*8j*4eQG*Ug) z)zvq^xw`tQ1F!m&w~c-37K1G?=|ho7PY5)`9g?F$$RO!5XzO~_tW$o z&_$3aPEV=t8F}_ijJcWF$gf|H9$x^EueH-2@*+ZOen4XcSI%w45sW`YH^DZIQM|TO zcty9Xk`g9ZLWq}^S65S@{!VF-TNmfY#>%xtYrOQEmB%BDiIye6OQ3jL5BOhsy`GN%j{$Dv0 z6BhMHk1D`0{bE>yPcP;u9IJHhCj(#+Xb{wS2vJ~N8-!y3LkI}=!7p#Qk^E;Z@AKjn z7In@6ifuF~gjfOv;Vytlj05uc@1Wx31tLJ@b&?-{$H|Az{X5A2+13Ayx}Y?{g}3a# zTEXs_O@O2W=75j3v$Z+T-n^+Si31b5_~D_UPoJLLy`MI)2}&=c0he=&h3iD#tl+u= zWHRgF%sh}8ZEwg+H6|b+a0FIT(o}*G{|-QKJ^g!B4^V%Dt6O1Ti~GaLvaZB`o)VZr zI6$8BpQj2gX4rop1%YxVxB~w-|Dibnm8kdt@D`s=eFgI8f0B{xP?>>7Udy3c3-Nb> zvb*EE_n~;{0}ycrn0qT7XM?i^7iA#e;l2y_aJWfo3va;$QAj%hmDq!Fzqoxl3 ze_A{Dc&PI(j*mvAmPSdbHkWQ%#f)pYB)MA>ZE9c2rS#Y&JTW9S4QfO~x=n78A+y^m zwYenMw2WGp8pB4CR*6ZAtd>;f`Fz=Sz4q_Ne=alQ_xqjiIp=%M_q;zusS8>kmy7-+ zvrfjw#=f=VLrIn1*c6DHm$efr%KBp;izPv)vS57X3EIJG)|!nI%U+h4^D5{@$Yt0t zIur(#k4Zmtz92M7u&an2z{Qg{B}xS-f`60*s#ZDTe_=#nS>wgiaLQ2sp?q&&-_Kvr z%OZhVeBQ;S+geyqU@AJr&!>F^t(d`EqoX4uBIK>6_k$ekWv=ym2zz z*KuQEVd1wBc77RbOnL_pR88%WqExJ}r>_qU+9;CFFJHbK0~p1SzjASNmUB7>u==6_0y@Fr>;_dGr?e@NF)=gXgUaA|V-pf=;7oxX zs7%T8pDgDSWn-dci6>G6I2|SV;dZhHC}%P@V?ygE9psM(IdGh8M zKJxwDO^a8Inuj8u1qjY%!%dEJIV;(4k(Y$u6++jOw6L z{aY4S=N|N@PxSW(lCkmPu2X9=w_eQ@?IZf>WE{i8!(;UKAT}2wO!KK!DkYLgx>;fGI=Is&qj%2z*+mfBjp#9l3rkvsT%N1D)w3Mtwh91Kn8VqJRXEjs%NSljYLo6 zakC`PtCEQP_P%*jeNlVoAP{Em<+boVGw-$@rqO6Vm`4h0ZwAu3FRyeCaTHJ5+X)dF zZdLrA03TFTR4m-wlurYB3;Z+1i}jAzVbUQZn)TQ1O13~)vK-vAFWQPcClS`RZ*5j~ zwgivaWc~VNfnVx4#wmNbIwkk7)nncCsvR4R8pl{fZ$W`Ueh7CVT_AmTgDp}}P$<}@ zmD94nQ1TR-2fb)8Jc8eVs3w= z4>CQ zy;M=r;t-RW+*tWmxMUa$^35PCMB(3e#}jAUs8F*Kb#y3{d(zA=)9w~;YlcLUdzT*| zi-h(e)>}Y4ZrO`2Gt2~XCU0S*Xr-gKM8kss88Zs;v z>so&hv_N+MnPQ)_70NeMM&q2-ys!8E2Q5tKqOILoRNwvK7H1;G`P;Q=gwt_=Nd^xs z#zLJ;Qv_U$OH8a?nY1e!Ml1G*LLX-4ZO}W0aX0+3&d^XpM~5g*!vIg%X6vS>?J_bq zSA_}iZOS7L_T1cny1uKI*TdK4!kQZX)vFJNM<#jN^(LDB*4Ea*1f0LTn3BIz$L{`K zJ^jn24@|Rse0&#8jI>_1$;T&K@&_cns@c*HUc!-AvnSjoHUR0w0V0@| zBVfqz`TTG+VBWGJ6xLdPWE~_zfI)_3@6ieY^|A{TveBVBIwaWn+q8&kx;MrK$)#dC z8L|+WV#y%T!I`&i%>$g(GB{XoXlRIZYAkYFxxz4HyN(bS%ye~~ zOKiMWC~U%2XN|mR^D$wM4f{nvQk@C%?owrC8?S>k%1kzU<7Tk|Yv`pz1e^-f#YJ($ zq5fTCNDp;AcDT9O&^^nN!F{-LqquAK7_i5>?-NA^n}a$l(ipbh>z9+qQNj#nn zT>2yQfa4xqzE)9@v4C6S`*@Y6rkJc#zf^(p?CC6$G)6^54P#o-u@l4e!=Ra1hzoKC z+5kW5g#ZiuRqIQuqQDLl;<*~@>aqzNJC!GeRY>5iObiSz0ArZn#7RE#A&D#wnA}feODB(UgU?yjG%M8Hs4nxTr#Sg8u>DRCKKP9N z3e`X!%jiIBBsOc`Fxb&YG!{?EBg|2?nY-WL|Lt8W&FPT7NlBJ*AH<^MUy2@3ca>Kd+f3523>T2)cPzBz}?y$V8S7(v-J$x4i zXZ?SXpH4v_BXARvXOz6wBJ8Db(5Yl7q^kiwV5HZl*E{6o<*NY+-g7(e*)vZPg2{V= zc#IrtAZ6VaZ&{Jt-}g)IeDbp|wPjaPG9jBS834~l1d=~9G}N%;@ngHo5Lgq)J4KXd z=xAwW-41BC^)GZEyBkGihKCnR#_ojlG$9aV87@}%gdzDROa7w^i}pjrv%q>8A1lHN z{t}zFw(EUZc>=Y=FX!SrQFnJY6WKot;&0!We(!r|SurhZ?lf{2NS3Jh1}BNty!YFM z^`(uSquKj!9Tbsp|nS^|T<_+W2=`*ovq)4pr@^(MEt z^omwyqo>DgPBeO51YbsUjo5|i{f zl33#M!E14gHs>~i6~bkbkCUs zXP#?WFP|*2;GwH0lWSQ4gnvUrgP>AVY6>6E;c&p#IZ+b|qaxmadoIUiwJZe@%Ns3i zf!=%@-5+yN@z&7LK+*WOmmB65bEa5|Y{>nXO=>T3L`R4e*LCMkZd8;^*~g(eK?rw& zb~Icve#{r`BN-Ur^(fS6ARUMGw?g-_z+D?#RSw$b?PZDOB_IO*6tE#Gomjsnn9q#y?7#;K+K;CIx*BxB)!w<24l+3y~^`+iw zrv!cxB?{ruJ?oE-GLU$YG7FIf9j%mp*l1v2puTqPfs!=a!Ff{*f}y0bWX7j>Bze17 z?^>`cu);q`0?>Kqc<&igmW}T+oD-cax{;k$8^iu{iHL#Iw^QAS)Bo!i<7y77f%KSw R>Sq*uIoLQ`=UIA3{|_0LfHVLA From a69eda0f6b2f794e6ebb66dd7d74f53787cc7ec4 Mon Sep 17 00:00:00 2001 From: Scott Henderson <3924836+scottyhq@users.noreply.github.com> Date: Tue, 12 Aug 2025 12:02:24 -0700 Subject: [PATCH 5/8] banner image --- .../xarray-dataset-diagram-new.webp | Bin 0 -> 75284 bytes src/posts/flexible-indexing/index.md | 42 ++++++++++++------ 2 files changed, 29 insertions(+), 13 deletions(-) create mode 100644 public/posts/flexible-indexing/xarray-dataset-diagram-new.webp diff --git a/public/posts/flexible-indexing/xarray-dataset-diagram-new.webp b/public/posts/flexible-indexing/xarray-dataset-diagram-new.webp new file mode 100644 index 0000000000000000000000000000000000000000..4fdf26643ca046934fa9a55f129f487daaa76175 GIT binary patch literal 75284 zcmV)sK$yQ$Nk&EtCIJ9fMM6+kP&iBgCIJ91MFdU|RSV;`jT|}j-}GkB9PS+v3f#6) zI^Hop0v{tz`hsWkL`~w2BGIH&E{s>i{*j(Dv5zTdlSqop2+*cFptDn_xJ357id3qY z1r6z!%2G%AVUjgzUhG49NB-K<+`v^FzggVmy-mcyzfmFp&)?6F6ZB5ow`!8)Q)N{$RW(!%HFsAt!$5B{R(Dl>@5ve-G3!szSYn31tuyCKfyd0!@)1p}MOKNKnNEx)W@c$=K+H06nR0pe4-j^(A!ezq5_LpdqU91p zM~o?EUTRa2VrFJ0uPw3KTE-HZgB?+^VrDJ2JC+zM#${JzGAvkPwzwQIOBSoFi4Zf> zGJ_>%X4Q@>W(JR$*(zJi>gBeUJ?8CD$5cobGqkl-qF2mJ9nscAa9LuOvIR>6Voih? zJ%(DbRF<$@F`Hbyj>m1=o+r_^e{fsCI=xqLYLHF>X*9{)lo1I8q9{!8I*t>2EHoPk zh9c<{d+*AC<;EMwa^IHQvbOE(8#lLRLY`cSE&XN7lC1yt{xp_htpDGh^aOfnwCDB| zXve%{ZdZ&;Zo{0^18v);ZQHgL_Ofl;wr$(CZQHiCZ7tijHSIY(IeM+7)aZ@2ZQX5K z+p2>t1_hCv&IgM~0t;&`()pqL{r~lEEa!JlCNab@JIu*YV3_G-ATyJA;y9DUNt`%| zlh{s-VFrgeaTq2XhZ!e{Lk=2a$BqL|9B}a8*u>*Z(BI47mf5S68B-d$G*Zf=pOjL1 zakR|4F1KgdWoGU&@2t?Pl%h_#9hVv06jNsUb+lCGl$$ccxHvk?YgJiD)nAz@W#)F7 zdA4viWxO2Cv`e{Jw7Qfs)9*+r9PL$UdG~;}cT2t)mD{7-%uzE^e+8G(sNNE|fQlpj23};iG(&^$<(MTU@q;h?clsko#nc3woGeZien#)nj zO}Q?NG>+uLnRBr`E1}CwE;F}T>697MRgUCBN-54%nj`gct+~re5(NNIlj=VGdAE%c z3=jpoTd}(pG4PonT>?@P8;h%j2W;Dp&CT}jdB%vH)V6Kgj%wSs+pxB6E4FR3jh&f0 zGxyxrd91Kt+ji2do8$PfrP}f$4~G2Ut+ws`Bt^yaP}OLyp}X||_y7M(c2%_&HQlAA zb$3;3t#zYmEmHq|-}^rA`~9i|_@O;4t=yl5DQ!&UfmJ3tfJuN9NP{#uB!N912OE!Q zFgbW6P*I>#a*$001>{GThU9Oix1-=LCqVU&e|6K@sBwIYv-CkkF80n$?;dKM&)li*+&hqQ$Wy zSy9kJ>zX=fOf3^X(W;)qjY8tPeS zR%ESdh#yj*9C$!bYs88n1Ud_XZnUP!TBrkJwMJz9(u6>31ml_&S!=|`nq-?wPSQ-Q z(fS?p9SGFaIx#L6HG%|D>x8r-8bqyYXmU*+h+OzWlk4}Gr`9KQopB;{z%`{c9jp04 z#IewjYXl;X$%a@Xs93FySR>HDialR?1DevBf@4ykMEih1YZ@A~0RmAV5Y(82MDS*d zDaPh60b0|!Cf5jZO==pm%a@7E2Y3pMDr8Lf~Nl099>mZ99LRnOQ8{ z-Q8V+TX1)Gw?IfBX-nFDqW_d=+pgO-`z31aIu7Ik76^j)k)7C^6PYdiw}t<<@ZT2x zyUX&7#PULkz%K}v6A!^$2f@Odks?@zV2Dr%Zc}i+a0uogc&!Z^ZhDJgF@hCB=@4v1 zFp{ACwZC@TFuOPr5YCe!c-7tX7QsFQ9XGU209=B9+(FDNie>PEE1U)_vL?QF-IHxb zn)}ok&3TI9%xk?*B>jjp2w=Q$Z zmeWKnd0&CkENWZl(7+OAQA1mnzSly5Wgyl>d^42oZ9y!G_gvu&z(T8_m%ygC6zong zs7AaqL<)RX(MZ(FWwhGfm?_e#-A#*OQZS2JRhtA&E^Z}JORkc>rfZ9#8kj|`Bax^r z=GO|;k{hLu6qDRQ3T9CoN=Y)U4%Sq}n#h(@#0E{6Xkta%^u6wyFtIABnyv|9OV(6O zr1=!dns8lr_?ml!u>?MFU3WtpBUZmdDEq>~tDw(y-L+St*|fbX#6= z!J2}(thLdnPg=C6h~lwpt=je_v1&S7g1)e zSvr5`f|Z9{G@kn(^OYZ2{O9&%GFMPV&!P_>#(BD9(!J&>{H1bLh-YdOwnnW;(Mpq> zD>+)kG%8^_VDKwQ^g}daHSh-eTqJztCQ-gj={%S6i#E+~Dd=PTh^!&S|4|t8 zZE2J2tG~Kv_E_wvljle~xg!MAk?l{z+!nKvqSj!NDJHqT6jR&iqbJN29}SqhBZwh* zmyRM<1O87~Xx?Vig)5z1%J164{m9u&Lb}e9nebV%qsOe8`BV$*7G@R!76+CDmI2%V zIy!Dm?g;nTiW<)f8iltu+BPpTPbv=@cZTJNrHLh|MW}^{c?stlM_Q2JY_}k+(i}Nm zYKM%NMf-Ze#>2C>wrl$%*iGP8lSt4OCbpjRJf?-6WkafOW zb92u!uWfWS{)*UALVbuCl;i@}jcAX;z6laRTdSF@>j$)-mWB^{v(?~EZ+4|AgaOiotKWF~S_n3b59Tf(%wiISrt zjMiAg$fz@2i~q7J14pAkTB(4gnf^9LW+#93X>MOSSBw=QQOo{>N2$G&ig>zt_tpoiL`}$m5vjLAM z`y}ROKA_GxbGinmq7ZSho~1rhU=8oI95ZrFDL$!(q_7Y5#o*OE|-LDoGgJLAvq`Q0Wfef43x?_*}sOV-6*bVsfsK~61bYR!sIso=m|%0 z^u&lkpu#pV&aaV?8p~TT!!Av85w18L9j_fmG+p`Eh`CjEtJF`>Nx*^MMo=Pz z@FV%so;V^Y5_Kx=mUUK`7w%Q_Gc#k>cvvx${q73u`V%m)eOoxh zGlOaw>6?iqXr-AYX~N8sO)92etcyX2Si~t@0|Q6fRmNF1gPg~cTAXmp=}>aM>XO{5 zJgAt*IF<|n!J!F2$dMxrv3!t)1fr}4215<#{rV9weQRz#-w31)hl8QO!1_F zqIidnNtnViod1eQwQUILlf)#4XL4e4jcKgFP-Ff}(j4LMCjz16nKSeXdm$=AV`~cZ z8zW7SvAT5;Afra329|Y67l6h{#6aTF002gTp->f`(+_gHlD_;twG66eGtLKt!PK)# zbIO02-YcWR{FKB$R=QseiL^)p;u*mCXe&x$K9eoe0mzJjmcW^e;nKEe+%+numeT^C z1*F88oshH`lEqtbOX(|5*F$+qG)5;dD{70C{*9wm&m(aj0YKTOuNXI*US)2{uKEnw1midzLv zNVB7Y9TJH}XrB5G;i7=dY6xM6nlutLM6`%Q$wR1vY4U;?=gEUuLn*`YrRzsQ-{1*i z4G4G)WJZ1q^SzsMAgm-%#Tr_OB7OAxn~FQU+#oT&8)#H|-Wwu3DK?6c4v(3x zW*c!@a!nGosu)d6)<7*P!?YT!O|B+UtBRF0j|OT{*_s-w(cL5wYpMw>>j)ckY-V@B z)~|TY96~hkIx_q+W-jGCQu-Y(%M+WNncNcI|1cGVewA)n1pyi%3W*^#AZertbn&b? z18Vd^)sxh+tLh>)K*U36SaF}cql!)_KB3rze6uS13%_P=BpU}^;eU@kxIng&zoDs} z@+)?ccapUfw-xo{D{+*W>eOLGHU%(%op`>mS_A-WU0a}B8JU1UqXh->h;Gl0XF=>| z0dwdZ2GGcYf62b8?3i+H{8mN1qTlk`w6Mv(>Dr0u9Gm1p_swnEh9MPGd&6g4DL!r8 zk<#yoT6CP$Wx0}m)U~T=Bx;LAHMuuts->^pG=aKyZ7GS;Vgcy`wd5A758SmcGRdS4 z)>H$o<*gZz8+|mxp6+S)ISKpi$B9q;DL)dFnR#>j7U=`|+LBGH=*}kDbCixC7RB4H>kdV$|LB$9 zE!z3TPv*#rW`aho{$+^x2Ry7g;86^$<9SLZfObwj7zSjzzg#L|#0UbgC z8mjc%)k`{Q)##lyjodXtxf{EBQqk1~`4;6#;&Yi7l(nh_$$XE7PrOKFHGWYczfcjh zEwP>m4=Xc?`;fm1PhH{OWZEWTr_3`X>8^jUH0PAEVrKUAv1IC25HTs5G&={t%xsYi z#sa#+DlkxFU%Q=%)sWD%0C7LltP20kpy-^n>kCY3T9g=->{NtT>`6ZAjPCks@@{&L z0)E#80M{*b(IG&l$rclvKmcGA?=+bBK@mQ>sQd*?uQyeKB0y1%9LvkR4y6FVNKA!Q zZbFeInGS@H^3h^MSI3bM{!P*|MJCk}p=3_b$~}v*zK*5p=g*{rK!Zi`Cg-Wau-YHBYT)kad1HPwh9 z%nZcz!YVeEi%Ce1n5Fp`za=RGcm|Z~#gRl`Bk5AZiaUVw)m`|mF?w_CDM|K}oF?d3 zz27t$S3I2W)~zxKpcJH_>QGfk$#~?JA_7sUy{1|}&`chGm9f@^#rM+J-`|$cWBIKK z@g7Og@viB5@wPpcqY{^llq9;JdfyC+)+z$PDohc$)4JWsNKBnnnF?m-1waMEE+&E@7O3*vI-o-oW<*cFt$J=k%qe1Est=N7}Q$=Qbv`1 zJAc)5-+O|^d{Z~pYMxjuKA)CIp2w=-Gp`&PhU2D9mZcC4C?p) zcZd0qV@<3eqid}&Zab6n*+~hT2q;@0Gfu}1@! zCp-E_Fi_t1K(LFsC0PBXW>%*a>86E=n;;k{6@G1DdNAe%WO88?7-(r%n}u)2+$J|% z_$SX-Ty$*Gl57E&>z3=P9ylrgx;l2!7Ta|}jX2x$0rjClW>_>b+cf&JI2S6~m`Ol4 zwb^i!6Gsm-!C;y|m@^+l%Uz1Me*ra*8b?vv$(IRy1!f_O4EfDuu{OzuErmRiWnseB zG03owjPu^^8sA>YS&{#vZPC)2e!vPoT>teMS z+*GOq=A~xFL*@hQPL6_S7^g`M2}R(%IBQ%?!O5Y7XL&Qt3C2r9SZHA>2m|P zCKCMHEJ~}kV*J{AB6YK~jgg@Jc>?$8%xsWJH6SRn63N*=rZu4uw8AEw|B7b8yHntq z1UweQ7z=XDI6eKUee%qE%hVWsO_D1?lbDJsdjQPv{?d^0mLqksL(f(cs^0?x07!Vp zQ&;&3GBt*Jj*=G0aE-P7VIPfLfH0#2@k6KX$}h~_7(xR8pr);yZ!E8i6cY68VXBB} zrhzESrok6Ajo&ADoHyB&KTvQ^HK+QbE&z0Slu9F!!pKg;^KI}~ohDusauWn1xABKh7!{aF!I^b!Htc^DqY9gNj+8l3 zpTp%1PAK}4ql(cYnW07<~h?yRHX={Dd%acDG zAXrxN_lR{Kn{Zy&)>oj33H&WdHw*sxLWA}HiiDe&zxQqqIZi*UiTsHE>--!(4^m_F zGNl9BcJXWVMD}Kv;4DcKW|nMH=hhShf-|G30M1GS^w&q!Wl^#Z88%tCaS}0|Pt3S$ zhsM9MY zk}lV#={Ion;%u2_&7LT+Z;Zzq?9fMIpH#QK6K8TRvIK2`EL{@9=GCf3gkV-xPqgKW zSe)Y!F+b*81zp-}tDc~1J>e1<_`f6kDGtwOH$=Rbf67&q9&ui5Ni>Qy({d>#o=)3V zhhFq=nY!1LZM4iE0Kk$)QJUo1-b=Ez|Gy19^?bYeYWb@M%7^o(Ggne~lT6}lqMdFP z?$c-dhIL`@n<8J{DZ%33pP`w(P&ipBSpB8;%ZJtXHgq*{G_faKM7wlW0mk2uGmYw5$BAN8(<-TkR@_Fe}3iIHa$z0AF0=XPk$*frcK|6wwoig9gLYsX)i=;qDEsc z#PrpOmbC8L+FqFHrj?P}TD26+qMk{DCJUwIA{v+}(qtEHtx5y449lCe0b&wfujD5< z5@=)r6H=d26pVpWXS%Z_|MY)!$CL_S|FRWIoz@jCV)%4Jj7N061> z+EXHY7R|rcecR|1S+5@rV4j22fdV}KFbfJ-v6JP-Pn%f@!YnF6%tX0j4T^ zDy1S$qghf0noPsYH|(a#+rZ3=jgzR;mZ(*wX!42%m{u{1YLve2L(`(A-jCN@hnZNd zzxp%<_4m^#RpYc;l~f|uG*9cQ>H=F>!(j6Oyo<`Q^xqmrnWnM#+V7nHO6G(qixU=^ zS$`XcCzlM@u}XF)pZLO;ST{sMiUZHIj>LIU0L?ejfIS6Cr-e#`>FBYLe}AmCppK(- zDqlH6C)O_P-7)U=QKA2QVLe|1Ph)2@TPsU@LkD$BSr^ej_E72^0C;2ANB#=hqHPeP z4ex*1L)A&w*7#XX9Upz;-TWKYevg|uu8p}*+s{)eo~`cxfqIc`rxN^DVHC|oyp_zT z(LGHp8IZIc1WjzfcjgS+fwY#k68WdyDr38*cOZiT@E;84(>+;Lf{9j+92r{X8MjCX zN;xGsa=D8D#5CE~rY~J-+h$U*vlek4*&99w)VR^5rP|(@sg%BEXzE5%FpFAKBT*AW zqyn|%daI(VCWcBueJqrv>5G^C6dN;LOzn|k(rwyHkhUd~h3mRQ*WWiPu-3Udb*^cs z%qhpx|2Aw7XQR;SSJ*fl%FCYnkJBHmz8W>z?=l%%2!p^tiEX3LgIJvLRaed}?yb8R z94IT-mbWZwAs`qfIp1(7Fk?ecaiT?utOgapR~`R>Tyxb@4dSdKyqjM=)wE)wm9?X; zx2#Ap-2LOxjL1OZfSv{Fq;{+l1|(LJ_;+q*+Ez6CoSus7w6;`@X6#2hTZOsD*#F1V zbqeKcxqI{fxD=BnxoTijp86m*00_*s3unx5n=a%Am;s#LO>eR4S>=h zHZUd|eoo?PL#M!qY&%q#inzB8D({ebjo*^x0EZ-qX$>LRrEQdBEv0F=x=9OR%hJ{t zZ}q3*O3`%V@|sk18?L$6%6hjP4rZyrRjn>N3YEc)z5n_5)Tw@|F8ATjo5H5yU_^+- zzU#kn`YSo$Jsvx)ZwY%Wn(si4=i0>KH^Zaqa`$53zvL@d_PD`8s`AELR``ztfX>Qz zn+gdAx1J+UImPUcy0_2P=Vqy0tEaNBSc!KZ061#zE^3r=Z=K@i0r?ye#ikWo#=#8;YFxHj9I8oA&a< z{Sr0V+o+f&+%Z?{ctTR^Op$g?h)P@wTrD9f6G()XG;E`O3XJ_jI>zX0V{F#lu9 zO3=K=NZ$STX;*lBBSQ?RZN_1!XUn)6D`IG{E(^v*0aSHuh^4vi9cJ((4s0rTFg3|+ zTY`1kh64?PnFpOR*VEw^*oOkwii4oWBu3Sku;Y} z+mlWTgy-2R67>JQmvrRo+g@zzMB1|$KthvZ9`DaGxs7N-$O3Jsjcjb#rX(9T8nx4& zl41%F{LXo+cRp-u((&KDA7>!-d{a-XFtqGqIYbY{yGdj356fEuj;!3^<58)890I!)b=|%nT-s@J?e8B*q#`x5q`d-z2 z;w~tF+5(GJJN2M3)L66|0&b$BO!ItIX)S=^@XUewY@kqO+dm6xg|K-|dXbkgk@huR zAaqGh%i`!6m{-8kjL)0Grr}`b5stsJqz%AafMn|%I(Z6*@s`r~3>hYHre2N53QN=^ zICL>nB77<_MG{g=zHMNsX&BJ4wpF=NSvG}wH+q9$F_q%#3_v1(HT*|kk)FX&xNIQw zqIo=93*jPlIL*JKCdQ#!WE6&8@F#UZ3?q)u+(EcHDMGABvpJ}>IoQV7!{{I-#OI0S z&z0%TmxQU(H+9CUxCt5mlM2(}@Z zVrrFA)znh8@?oO-L2=TbBWNUhf(}L(gK-gKe0xm70{Sm0)0^mj1Ge6WNZUlqYh;+f zrFTRr)XU=L*vw@_VQ@&M6E-)2%Q3T53x|eC0u#Esc^wCBI z3%h)Ek_1Sk3=rUMv_ESFAko%vV(kDhjWgz&AetL?c-HkIOlT9V1L;(gM?4VFv~8gS zEdz!6Tq$eSSE=H6yc8UeC17<`Z5xA>>RP1 zi9Z1J=a);}3*QxKb_u%lQX8w?s|qA(b5DJ=>^J+mN)`qDf`0KVTOK1J$$|PeTe7^3 z&#F>xbP21{yw=h{)*uyT)}=SQn;CseSs*$VW7-1%&5mgguM^Rb1iKAxvUHL>fu;2w znQdf;m?gsmbII2qy@$N7x|ZL%OuNJ^hE8~F$0p>)SQ0uS)tN~Dt##y4UuE8Rpr@v! zX`@4AVtLL#%DlBi8LXM@?h3Fu_qsqaox(kPL3`=ge~|InN(rurJ_>_quKMZGv5cxiLZ zkIU8?~l>lN4!C{8U zJnZO-!OhS)v6b#V5-H1Y5IA0s(hE3W=QjWZKdhzojtST1Z+OJ=$`LdNG;`oHfHLr= zoRtcWILtT4Q1rp7IRI3@p=vi(eq7X7p1LAGju9aP^7AP}jM`m$Sz8mpU_KC-&MLZo!E zP+{AqQps`EUh2Axi@S3NQ9NCBw6H$Ad{UE)I>T1zk9UUh#-M89VdSL-#_GUL z%Jo{MFE#-@v~gKU&gv!6bvUS71bNUo~m-vN#;Zq&F$Fkr5{GcgA66 zvgi~&_d=_ENKyeWO@<3*S32UcY+;PraH|=1lyTxil!+Wl-f&`;c&tNHU-d25_eZLdlG65)B3+^Q&Wl5t2acuBwi=nUK)QJXCLDf_ota;)-E^ya9TR&WZH$Zl8B~4gEFVf70|2Nka>!&f!n8I$ zAZHW#j)D6fvvh6Oj0E_vdd{mqppCI)dTr$Q9JRln004j^m`KmE-$KDiOhNEX zf;@I}X_7!24uCwvALL;zcYye zt$^|HWb+HImr`|^F*SFP;Q~kMIe08BK`UP)(%ZnDeY`Eh8gB}}epJ{NBLlZWd35dX4*lLdF);EWBAWd z&r`N}hkZOV%6q(Rx^9s~U0rY585nuNjbk1<=z;+aUsb>hREAt0?WPXdOtn0Rt$pL1 zVdUQO>`kAG@)T7m0O0E}Ln36678Jlqtt?Mon5%LNV5<{)kji`is)o+=P*KO9b;c`O zhI^QfltHa`Rxh7gMguJz(!eZgaft*;Ym^GanpO_31+pjT*x028*8@@B z*`UK^M0ypZu|p-T$2i|knh4+W7+(ccz)A5^w}h(n45RBGA;Sga`ti6t<~3=A`@%bf zPk?Brx~YImfUFgm*vGcU;4v^b_96Vof&g86i3b~OCF1~%bmNKl6SY>Hte=nTtr zmdC!3LuEi~stsFjgS>WC4dni7&a3IfYkd(BxtYsGOvK*pyz!E67L+QeCBI1At|y+< zqltZLDr(7dYMNJ*>qtR;1ojGAGzEL@hHLJ5<_-t5w6^s?l&^av+B+S~XFz(xm{;2s zIB95RDPdAzBV`6$E`|LAJXvs*-iJ|t-S4641u|Sft{;cT;{JKi#SZ%Yy1kFB5mM1E z(LO4IrYr7)VH5yLkgdL<3xzZ_W@aTqo-Y6d4=0`8Me&GJLOqw9z3{LbeEz?;nn#I) zjpN9?-8V;0xjN#HYGK)zivWVWx zxlJrZD{&=Bg_+$Zx{cP|lePIY93EC_?dyT>WE*K=JgZgv?LXUV){DE$;dd6d=O`F( z?J`hd1D^2JMN~w9AG|XFjI+@I ztOhFU!YLc9m_lm8rwn2;1dYvUx_+Qws7@yW6Q5HyF=^qHZv*VA z2v!oR*(+R>2i?n?TGl3TlqZGvG7=Jw<-Y=jDxqGqYb$m|N?;XS>>!Z6_H%=)pp4z) zOv8wm@ccycYv82M!TINO(=NjW^ZXsY-+4I=m4I==&hSjZkS+qy>(GfxeHAVe~#7yMRG9i zeifn-Z^`F<_!Jk#MZO;R=+rRWhGd9bwzRD#+&4)=X~W5AGW@ zy;m4{h>uZ}uY1%6!L`4p?;z0+fol+jkph;6FMaquQ!(PT_1Hzx2ynCGf2La#QicmW zq}q^>^)4u#KnW~q%mv~OKRf#-mYiGV{B$5Q0YN=zh8x%P&=CkSbguI6fdK23nO#&( ztc71=?aZTG(~k31>-dzoYP8JVXQ1PWJJVYzrg6PwjztTAP$tm+h%zx3OI(t6 zBrgKElPZ``vs9q5HqbIbF*x(Y$)#;ZP>E zq(WE#HdIrpkL;dC^%Z`Um>}0U`d>b4ycOZH%r@)TW@S}v%xyudFG1PH8n@Y^t)T9+ zL*)RlfCin+^Jd#AfU8~_^I zBVWoV?|^n;!kUJ5Ve|{!yrCO_?XLyTkaC?hp!3F!CYf5Ho?p*I18N{=V`X^0$AYP@ zqYywZ=^aaE4ndi*EHQGDn1{ke^z?Bbd5vJ+T>5tGqt)J+G4p~uTL)W+E(Zdpp7S4-n@$vbev&4 zRx#-fjW|~%MU^C}Hqh13|5~~Um)F}R`?OIxmasKT1#&lw?z)K$lj7G@BLZuky`u(% z3!_!3+WRIz3ELX0&|V_7ikiDXA#$6U4r#1MTKi|I2 z5YtT@lE>bZ2tdcDANf9+x+ktpwkVmc65LHEOCAl7bQCDw;00Jd z-nxZ24w+ZH)|Z>Gk>H9huyai7SPzWKNDJW^I+QlGLJQl#%Sct(G*23+_%v^!^&N7I z3=_DJANf754ep6#yZDf5qC9Kd0ORtmlXL=gk+G_XsjB^uD%M*59L;k>{iGd!*A_Mz z=`gYp=?qN&@e9vFt||6k#M@sPO%Tp!AW28oE|2sriIcvmU!dD+6|`)biHXTqiMvg( zR7V?4OqMMRAccWKLwzR(XsrCK!Z8_avA&^D83qa^1Aqwqb-xnXJNA@f*_4OVG#H67 zgzw$RRXTmuQ}q;xxH=5MXk-B0=`D{Mqd~~{3c`5 z9Ow`9&-Tp579X;@ud19=y1#<3FV^CSb6~KePHtnennt1~aV;b@DDLGXO&zSMxV&0v zdN8`cFqs0^TG2@|+Wp1k@!C~|Bpv+y zn&i8#;IiR^)X>$T@%k1!Qq&-N)j;a;+N=D`{qYs}IyEH*UVgsFX`gp}Xmk6Wwy&`; z)hBr*m*wW}p@FK~?or!!hUWs&2*3^?(K_5d!f59oAI+c^F@S-@}|(a2a1p|!z>bk=-{g~vGFK3A=UVK@;07MS)$ zE2mQ0z{H6(^>79FHYGBVuWO?pAF9Lx0Fm3p{s2ncFMms=#$bl2Ax9#v{UrqXR&l_f zA|C7sv`s-id?EWv@74vuRv|ecIygk;z(!AQ4<(a8+;5MahJPbvJV2e@o{(;w zPvb!sG-hQlHN|L;I!FF*jTrZYEYOvai70^TiIAsN2wrvJvug&&ZdIoP0LO^*rT{?D zU6Nptw%wV{;)=yTliT?RE!a=w?@FytI*D`qAV5MQ0mN?3we5_62=p3`0Ey1(XVeS< zC1CsOE$|)yScZIBOiK8+wQOPUbv*(=!eGW4K;jN1U!z>=cpj2&u<#eXcJbsuvVjvz z9k>DjrDxrbK<@AHqokOu%hc&3>!LopP#yr_c-n}9Ijt=NqTb`TQnfHcwy!VBw#Ojm zy_zEJ+++Ndt;HOHYbHYDj5Z{=eYILhsv~YmCKcCQl9sGV(}Plr^2{Ey5#X5wnNHmT zGaxrn>8!qmlrq1cg5!h*PMeHObZl7bg=LwCZdb}jFK~)@zdiY^$-Jm0)W0JDm@0Ph zPVMay^{u}5ft6o&__-DUfHB|Q6{Z^5($%cye}v~vu%61cStRiWw3W)bG-E)FBL@If zvCKMUHiA0HR1eijbIV#mK*KfA&46vQ)NG3qVAU``zhrO*U+7E$Of@}-jh2Sq&8K2? z&LIQ1CDY+QT`o#FXspC%phmHWpk5S{wT^Xt>U7TLy<#5*(g1)uT6`y<`qQEYd1*_% zNm(D&U0&hB<31Ufe$T|eGj)jfKU8HnW(EU0w)y!+xZ*WmFCbM!ZIGtj5-z`_Hft-` zhONJE(A1s-riB5{EVvlscTu+pe`^HZGTxz7Wre7^NLYZBeoV%AY0*l$>rbz(zpf`u zwSGOgSFET>d1-3^z+U5AGSY~8{Y{3GIHEZF(0}Ft0JVm+a1-0xlYgI-{gg8~2}N-L zTp2)#0I24=9sg8`ptkESLuGH7KOL>DwHQe7M|IFeJ>z^WvCiqoQ62QZXz8e_l&7mp zE1_jZwkrS$S&3c2G6x`d6xK!i=5w$7H_BUO{}3F|=*LSoJ|)4tyNm+>T{M%6WdH#5 zXs7WK-5gVV*F4XU4FC#hj1lx>F7j7WY{m?1f>U~I33F?RNe%|8TmK|#3vhq}*1&XZ=g*ZjT-qQR#=#PHGIayCc&@0#tkb-Z=2!8vq(TlySGEQ^Ro(3`X-=B+uSH zz<@2F00wYUjnns)8E8#!7iQM-^3Xp%S!=x{hs=RP8rz@mSR~ztBD7()V)=I^oe!V` zP{H%nf#*nBYZ2l&B4!cc z^Ldc9NFOPhFtNc>4SB6kTQwrMxVn>0RAu+DZKQ?qwATKbzUwv9%y>n{BwOB)Xs3gt z`*wO5BxRxu1K7lS;uB`XnIKXvr4oyT~naW;)@ z4AGpklPp`BDOEtv*0K5SlgdZg?AZY%DTiDE26D5vf4BD9V1NL6g*IM2ys&IyFu8q2 zgsDI;`Iv^b3$#Vjh(+C-d`pMhF(jJ9?NC~rOW!_ltuKkve!hxH=(0P{2V;mi4vO6hH!d5WETbGob&NCc9X3TMp zG3EHG%eX=nTecT_(mn3!@8z{XftzkH_mSyF&8_}Y)6o!sUB$mo+2CR^1DG0eg-ekv zMOL&ncViTW2&VM`)mk^Vav1wBEPd1u6XWzSEfU(O_Bg!1qqfGg2!wE*F`DF3nFOnz zG61ZJzQsffeJ;s2YHr&3t4ajT@kC@GaJnlCm6EI`9eHfQk_rPr6S9ofGkbl#eVTzB z%R& z?7$RzwXsK=vo_p{d(q>*5>xR-~I0I^wh1zbB*0Pf5C+hX=MHN zn;HJ+SG#U^#ZUgEuTj@CiNG@McEF-Wc<=Ul%n0bWN(7^T1_(6d|9PUE3*=RZD_l7M zBM^VSD*&i5ss%&+#5^MJ&rc%KF&wWEIJK;o<-TAXC2{fx*jy?zsh;y-@SR9ojv?%u zcok<`cuApg+zX;Vn55@YM~0WPJvM2TA(*6HYufR!_SLH0G=bWp+B#Z1+5&qNiVxGo zJN_ZB^_f=B3v;d3&{Y$ICiWZ-X6d1`;%QuzuI=k?j8@B`fjOU!+!AAt36zaC_U)Mm z83mgV+Nzhk@NYVbR)sz=3;;>#E#oE_`d`D7kN&eT1;@xA!1^Os+vBlpNrMMn)MsyF z)aJz|_$^^cQ>C9l8Va-K!6DGo|mMY4I`rh zXua1fF}o^Sn(Mo31z&yUlJvcIOFWOeiE-Hbtnjz6_n=+Af^_;-+k5M|%TL^7H&!PV zLHk6wofz#DdzWyLe3G`GaOIM5SR+(B(9qe+)Lr)ffBpJpv$n`??$9m8Aw7J^33Pv3A?5wrOjSL>+^g7}~6D zN~QQ=&7<=}o{iR7BtYSDdhJ86{t0917Gb=N%6Y6max!Zc%7cbAtJDzVFH*%RQrKI| zuxucv0BJLj5ht6aANCWBfmDBBf0+gC)R~jAmtZF^1^{Z>$(9^ME$^8%0{|cxipgHpG2Vx`gr3mMz-SC@o&*ac1b?XoxXS4!rNsuHaltrjU2DG~mFkG*X@?-QEZTUgSJ z)?KH$^=m$%o~N$A_DiK;@o>fP9se!=mP+wb*+Qk9jYO;Sf({I_i}H5=Oszus_b-(w z{Zil3RXT|3kGzlH#IcE!pq7UA1|;Ux3ZB)#vhrfmYmvubKwBc3*pH~=1^^HQFrdGO zAuUfS6F;!ARR912+lxia?yA3eo^mjZ0ZR00*21sp`1eWgl^cn`?T&z3|i;e>TtJ{C<-H!O^D4j1N zZ5+%z)khTm#re0s1z=iIKJB{AGbR;sA*^kzH7;ZM&Cz<&Di2DmZ_!DDh<3Zo0c$0` z#n+3}RRf?!tm#|(v2#Eji0#i;1QV@myTgCn@gx8c_+4xUhy$Wt+G-ovD?|$ya@RAr zlTM=@!+!c~dUM8pnM^(3C$_Y_^R}xEWUJGMk(oUdm@kjPg%QC@^)NnB^7Kc&HR zWmav!)fcukHnTT&-T0*$2FGvm3EDgECT%}^D_^x}u41H-{rlH4Dzz;nJ0@uGv4hu)^qpn9?GG3-Z{3xE+qD`2eF9P`Mn z)BHf5GFy3Rl*xV%rBg_TPHFWKwVUJd{KAY*-Zh#-_gdbMJuP64fZs4u*B|7C36|-H z{drnoI<0GAtmpgx%Fs!;>8$_&5cLH@irLNUcmC}*gnqvHlCeIQBwXjImkrc1bkcWM z$w-xWL#d+>K)QaYA8eX=0$bB@i1oP}@z>YDVFep_h}~@gAb1Gv8t&cH|Lr>Z+OATW zbc37OnfqMw=9s6@e-f_C$NGrYBfR;C`l5O${z`?j>QsPHz-+r8Nh%;q=D#Fa#5fIP z0D#Cs*M6qwXatv+$R5~UM*#pkz;*!ubXJA^ihO;*!k?{TxQV(m|L22*x7-ssS16j5 z?i2Nik2=;EBATr8ds@#t>P_BSv=w{~04t2Qm6|B(b|1+IDZNeO!Hgi8TH2n$eqxQ* z_x+zCyjHDRj8Y|K?+7o%f$|o@MbwI1(?^&YV|8<;{ZTSX8;3Nd3J@+KmN&Um&{EzEs}j- zS!rLff?xngo!$p$0Tyu&mjKF49$8X|-}B4;mv4b`U>RUqSao2rovT7TM1^?`hUi){ zvWFDSCYxAo*!qBY`?P~HvEBlI@Hh0cK^^ijao4?M0L%{F)RCA+F1GN5dycK)11jWV zo>bQ#InQ+G{P_m~063GDAkQmUc=EPW5-+}B0QU|Kv<3u8mjn8&GhO?maIc_i3L8dU zhQ}Hf=y&R8N_p{aYx;*2M zlaLaR8EJ`8rAED`?_-XqwFn$U582OFJUfJnm}g{bhI!v00^Y0;Kw<>(q(Q9T`=_Yq zE|iaP3iTX6_IrM8*=)ZcHHQ4~SOAXy-=m z%?P$K3|N3yvg{!MP%?XAA1MIzl@utw&$d%eS@)a@zCk34>1{7+;uwVxBM>v)uI~2T z$O-20mR+d4Kvw|C$w+z{JHBV}D+T)-BUq9-g4+?8w~(h@|?Q>EnjsC z3cWHfxuJ+5!C&BW`1HJ15>kA~w1evHFI8~|khiY%ko{Qny@$mPMi&&1gXz64hiLcD zr^KSxd?_Nao@fFVAhdQi`lQV1BD)i=rhiB(MD{&Laxwp0GQGNrG}a#HzaqQFNGBRk ziVhWrl#{5xu&moACcOrFsEu$1Wop#p&!)iOP(nE*0)Pi*=)^v>u*eBYMPnRXyq_Oy z|6D}@Fe6uagDMka%LPo~oQoO*HTrSwPJfm>Kl!kxONl*%)>WBgnXRG103>FjO4wuvjKyn{u$T^gOh!cr7x~rY9D;*1E2vVs(5R2zDnZtCtbAetki>N zM7nm=4#yE2xgp~K06uHy@4Qvy4J=*lhoq-^U{cn`V<-Q?c`JQI>JaV0Db@G}vRnYL zJbxIbq3D43w5rwkQ8{LP>EIu-%&^PY(7$V~@>w1=@&NLX%_pgwSb>dC53P%*VNu3A zU@rIB5Rewli_1a!bv2=GJW?$WZXOPhkRUPU(^>Y|4Nqx|sL!arjpP{9&Q%u2w~_V0 zLJJhCB*zODYhWliWu7tUL5FB`+;KwAP(e*w5r*RTI!~PrzABJwFiw@;O;tYT<8og5 zQIUKnofZjH2)Zj!|LcpgwJs5bG5w$BHZ@ zab7b702BI(s)Q~&CCRFIMuiFB?esFXjvlI=eih8E2bjA51QfU=^R(Og&#;JcPd(E- zrUWZy5bN8uM)7D2F=?Aftt|ytvuOp}I~g>w=YWk*-*#5i;7AbZe(OW)OwBcnd9_MP z#1-#}^9^&p+PwxUv7$do;y)XvPs&;8jr80HTiG<7@f&D<0Y}Rlo*K8}F?>$ux{Yh0 z&8BpIMobwS?7mztyda&Ktd$Sw=DZ=e0EF&+qazXd(g%q5Q!40i0^IHXaZEh453cf z(bK#QwBUkM8dYN=9b;=P9lOUq=F#Fe70q8q;Mo@;Wz zQd*Yry%QTw%XkODhq3g0M0$#f<~+cP&R3YKH4~z z(U`jF4M*PFhk%(LTdH{0)-x&~TPM~Gu2if`A{|AuX5`J>vbmhaVo7LPs>`FLG=sq6 z?;lXZxyz%P&*9LSA=ch2{Pp|>K!03)cZ83&1`1Du9|PC`8r_sPDNv~EEuG2OKl~TX z+N>7*i*=)-*By6Lt-a=YCf~2tPWa;F)5G6TGtgf5%&c|vTA&%n>!f@0KYnd>uK<8O z0byFxBH1yoEh%@X2?*q4T%*>dS{L!k0qk~m5vD~oaHVU)#0E;WmyB$%ridL}q-WMV z^@}pzL5TEqy`QbydnChF0!W%(gh)m#=_)78l~N+d(t9IFzI<{8X{;C_(zRvWZ)P!( zk{YLyBh_*-iEnv~0Vd__)Ee>!p-rCD`3|K#&9WFA#Zev<$JRG|SZSp>)H+%ti6x1y zF3!F3y);c9m$@~9poR4imy9JH*(F{b)j>ZJOFsI8(SFkW z#Qv!Mw23Kan*qiEJ?EM3Tqh+I;Kcw^TEfbc_30#BWT_4uJUos!B`vKtZX9pztVqpP zO)=>sFm@ileWUdtc>XyvXHN8RPy;H+y{5yeyniuGOKB%XFaQWyETa(T1r$?DbF{Z_ zsEy$!NJW_YrJ1B0s?*^bPxvOu=Rxn3u~sqELvkk_*GM}`-&f!<{izBi{^OJOuIp3e zQJi=?I|0+w`KJB=pvZsAOf6LsfX&(JiX&UD?B%=ala?9qoHdIMqObBfFb?pU;K0&rf`2RX5T}WPl5%Ql6+f7|-=DXXJVCqnaIXj@Q8<2G zSsb>pGbc+c?Jbb&OBZQN)s1y(Xq0LY#(?_PZ7+sFw7=`F*K92%?hx|LB7E%IMOLto zU}cwTTIZ#Y{MIlWt=k)|%60Mr)Nb~0pZ{rxMM8`HS@Hx~VDDrR=%JHU8Jm1or1yS& z0fi(hkO4daiN1nVqr5e25Kn751kl90KEbMv$J^U_qe;k`0qAIYwH%TMEL)4q+$~S* zpp3WucMc`v)|@{Tu*lMlbY=F@rcIQUJmkwgBh3A(IU7}izcpy#H9`?@&1?XJ7-f?w zCr?Z`|CcZXa{!=d?kfMfiva*Qmh_6z5MU^^bmo921`qfCP*s-?y3f^Y(wrFb9rVAy zYO*8WB;JWQN3591p0an#3n_Y@X_sp?6}Q)T>r2n0E#}o$&AU8YN}g74oaSO1GZDLX z+jvd7Our1IzM=GOXEmm>YooS~gis<_)+;mEz9SVTGmIs`R>2>40zXHNatLb=e-9F@$S7{{?G2DL5nd}b?? zx;F1Re)L#{v<3j*6_$QEOHXXeCrJj_-`!*wFr_u2zhE8!z#sX;Qctjx&c4dPO@!*K zinFU6(<0$K0E@=XAgnpdNN6LP;1n`@V_*P_Ch2y(#M3O5KJ-OH32dytli9exhtEI` zAhB-;X-!kM`dY_CtL)9j)<$-_cUPlUj3!%{$J#fuwh{ElkOcJ;9`ScTtB9W`6aWa? zYJ>8>l2X%d)gj$(fNzZdve0jY2cS--tQ~!wm$rPP=5DiNOld7LM8nMH)l^(5rgD7^ z6Z2}iaHW`5n>7U$y$J#iX6c=q;%QjaZ7@naXst4n?QL5+2y>z6wVmbba|!&9p8X3S z1h;WGB+ueroM3QDY_+s1)uK7Z+Phm0V?Z%)UGH;|+k+<`{X4C~lkhe`kW>Kc*7+S7 z%}kflQX6AkTd}aBUF1tmGigHo1J`A1gUEK3DlKo-YVs7v(9bNLE{e{~0T=~3;;p{< zeGuo6OQ!|8u_RC&8?H&kS^)MdQLhNx1FN&t5yQm1j*2Y^jpiKng04v_R%JEpYYF>QB&IYGXv~ zzS#P`A}=>-I_S$j_beSAW}e1HaR6``Hl4r3*M8;q*Zqz;J7(Rwk_9STCw&j=TQ-eNTs0QE}R1lP!A zMTn2Lu?H$wGxk=I!`>)#B4wah4$<~bp7{Cbo7Zs)P|N7;@VGVe1zXL1(i>p>IVr_U!BM2u zWu=R}pH#e$-vxZvq0L*9zcd?yVcd0$>LOj3h8s_MFnl4T9~ayjioz zfSE{6QZD{PY*mXellBJ8XIgbvVN7OdKtR>=S~YfIHqzS(1pSu@r~-m(0|9b3?xi3= zPdEJ;{p8W=S+jJ#)=bqgh<#qR${eg{<)sYKe5_{h(xy&ehM9N~;w4x5m%9is1{eg0 zXXy?CY=BNG=mJ zl08A?@Ua>X0%}`4lQ~lB0CM}z{8MMfeMIA@_4qEW{EbjH(Eq2F#*S+TA89;>i7>v zv$M;Bk%TzL*^Qql5z_%~GKhItcW|Y|J}pfY0AMHr1xn1h)<}w)aMEbxAh8Ch5(;~N_s0QssAN1)HVb4aLGhO~ z-@=6LYUsvB$p~JPqx~KzN*UUE;!9mjGsxCfW@8-iE=+=JgddA_;!1@$c@wZBda>jZ zDVpE;TV6!Kj~s~rJohx@Gr;*t#zD%Y*Na?{^Ufq2U5Mx3BujGun@M2F_XYrJYWDhv zw&HX3*NDJ?Tmt~`36Crp(;zjw+huW6;0zN6nHQTiO?hNlpAI2D#5}W47xG!HZR)gz zsrj{qnI)UnwYCPXCaGdT5UgNmr3Tv_ht1$G@y(VP1I~ixqPT;W2L|FQDSd^E5=f5rh2g|JwM(uAAYds%e>0N+X(@lGpZ}vX1pw0) zA4;L>yUuFlnS(Mjb!TH*8>5|ThMt7wR4RzI0`Hp zBPSuSl83g)9|Klw$zFB&`Xnn*6PnpjhmvN9&4tTYam!fh0c?X1eiPZ(DwHx2001z+ zaZE4D)rxWGBWX(U%)}rJC_d+cK6foUlz^auU5sZwYogy+poxM^7}L5YRT5_A*CehU znm%MnT0Nh~>_F%e>lbCb1H_|XUCFEbHnY{VdSinih!gNA8bbP*F|ZXseUa`BRiw!b z08~0jaw!j7O1Z1w1w+jpPLJ(EW>XLPIkD;@(t5L_&R?W0T-c2kS|BX&b5+MPHzVBJ z@fl#E*a4uIILSO`^F;t=tGyO6;0#m4WTUNUR^@Z7tX)AtqlDA$#yX1Mp?9h#6pwcw;aQUWtcElAKJf9GFqB#ZpKq%6M>6-2MW zs(ymdcK>E9zwOHKIEi6@(nTr9=-9&(?EL`%zTHLjoYx2dMtRGL;0$9vGcP@9+EjF@ zQ9fEiz6tiivY9Q~+^dx((KKe}krw;b)J?2l^g*#0Smx|FbC{8n46j)WIcRxESPTjB zwR)<>IH|R>pkABTLER!CeU9LFL)~5H@o{{{O_g49P?)pzjZQGF9>y;+l6 zSvDig1NVmaRtr(}fVP?#heG9nRDFA{2&mfrwM|@e#sEziAOlISz#(7+kYh)EOEiF*a zMKwYtvd6^Vl}-J!Uv%HP-rK#ZfuoMKmbIDbPxWp7)7@o##Pa;#P=#JAFsX^1fEpmw zzg_~ymqFmD)~891LyuXb9tfTQESYg?LvnFS;b$R}xjpau|Z&e@87 z>Loz4Gy65j^~T8;DMnTM004TZZqgCF+jU;*`S481uq^2z#*(d=3hd#qOd-dd*jf7kX~8*>KXGIPN5b?{Q_R|n{EMe2 zb<_u&=!#d0hT?^DQ7&E8*2+j8=}JNj1OSzS3x5j40)m644%#Z| zv!b!JroTeGRHj%V$$DM#S;k(PVe)CB#a&|WUKZtT*Xx1%=nPB(n&y2 zklj89M!G~fzieW>O~O^O>D#35XXzwfyQCc#&zF9!9IfSRV*L^Nu{DSz(4O=(0=Kwn zmEetP^ zF6QK1lQUX4ZoBT){7Hu97o3FskXm^b>JCp#sDFgC;)qEtWsQ5o2m149353&I{F?Nm zmw=_cJE?>^ixbbX)O)Zbec=FrE-jCJ%Sq~V?6mPR3e~{l*w6z2A_k|ex{j-CEN>xm zJ##x_H^ts(m-dg%`H4J*1W86RuxA z5tO6V#&rEpXlZR>d&q^29X0K>9Zj6|y){A=6VEMJ`uwb|^u3tJZIi;?t$Zf!9ebZ_ zn!f){vNZoJg|Zc*b)CP6JZBg-8t9N0#^2^I495Wv1~3IYVjXXVm$QUC6F-_hS{W)) z(+`qN2e2ku97hWSgJZo*OD=(_ zSA^m*WLcc#Vz!f3ob&oQul!)T3XOQO#&rc$9beFIvKgG@0Xu~LUBlc<1^QwR27b~J zkV%#wXP>#JNx}Y$F`#P@C|KO(JMAE6J;NZ?EZIEn?tryE=8o_4duQ#GOEt51(RS7J zP}cQEI~Of51OwU1tm_V;>g?UdMs5h8ah>oVmEwT)bmHbd8qS$;pM9^Z!hBADZsq8t zO3_}5cl+cYzlE)0JXhmGW9=i}tgdZ!;4zO#x=1-oGs)b|TPd7fo^+zlAmGFR1U@Fz zlLD;&da;?mfysQDo2hYNM;^`H)4<<=Z%Hu?rf2FsRaSt$KQzyMQig$fl(3L-?0G&L zI?%}2(^8%(w%}EtviCo=?dl7*6cuqF7#Q!=JS`;b+f{*J5rTWQBLgRE?<2Vnz-L(Q zfu%P*uukrQXO5XwHypI(at_+?+y^j=8lHP#nVf^R#)bzCwdB=v58AT1588XgEQ;hD zSULAWImOSP{6WG0FtgtJ`)@Dz<1?LMIR{WnKJ8U=4id2@lJmgPv<6SyaNx8MN<{WZ z7dG8>324HXry7J;;uIFHEXX4qA2FyiQ5=$t*7w^8PrVEpq)WC>dEjhUrbl~^=-Vhe+4 z6oeTpV5%An>R=d!u!T)50BSI)zU?uImp9#drGMimJ06f^p1W2()KT9{)LPh+uf$bm zzv(`6nA4cpyLuR~IE~(j`G~OhDpAaSUPeIhB@u5(VLo~C-0{&b@%CwkMbj9pec-S{T%g%*c&#=3By#kKvF)HXORq9A*wC` zb<4Z>Tr|H#T5>Q@VZ|)a7OCjmXoh7q5zxkXV8z4)Sh-pRAS3#W-|{^G{CUa%kd>ri zP0(huIzUq+sXyNOFoynPiMN5la%@8hxpvmmBcKNCn z#=M@tlE@`3tU!=P+8Kh^PZ&mi;UTYjl^Qd}+$ZrO{O47EmV|yTyk5Lb_R8!m zjRmz3i*5j9+2xLTXkasBDX)(i;#1;%)(IkheRC0PMld<#8nJ5P+#Im+>7lb4<(ain zA=FIVC^gtD@7dP$1%zVP~{uI+V#ZO=4x@%>@xw(A@ z<1v4wJdcU}ufx8_@C`x5ev7&p6Kl?8>kT`4^3vu(S9p#(6_wyt9jlkzqnUjS1U?Bs zUBicY_+zPS#w06DI?vouWsJn;+@Xh{VEVz=zS4i&ZWQsBuHVo#oCI%ebr-0?cW&jcccnNk{YA2z`R-`jx04L4p{T12NoXvei*=lxE z<}OS*ZeckISbhwY@hhfHpL1gYkha=);23ahh~CMr{MYQWcK3%uojj&FMq)*RPYFh= zh;2f#ftWzn1hMfiP!q605U2^*CW&3L0;ok@$MZLF$tNT>?KfdYwW{-o14F&lxJ~o; zqYgst#Es8<<{%1jMkTYD3kC+Zo;f0OCVqa(rLcX{BSIwVal8Ffn3;uy=cuf*{&lXq z$d5?Q6rLncVI90;-4c??>!kS=K)F4{e2rBF9%@6MQZWuGkA|jFAiI~uYG7LAp7SMRn`{pUdU)=SXyZk=F z<*a1mGSQyWLF~}aPu0RPiU=fIZk88!a+*kz+8V(#w96|4;6mh6iUdFPx*P>Wirr_8&5+rce4ZF-11;_aXob$c66 zrB09kwlVXFfq_j5OTesK=cfEcz$1I&qL+4EgR2h2wlhbtFxHy&kW>1}d^-@2$~dv< zIl2e8NiL=F8Io-Rdm9A$MfSfzW`Oh0`3q^$&DS^-hiAdxyw_8Zu#lIqiT-H7+(M-x zRF08Y1fal6G|SvqWdR82qk*GAVF=qAQch19zxID3?}dJPCsU!3KUkB*NztFa|S>h%9eqBA@}eg!T$jrvn}uh&TT74*D<1 z)J?LAd${YF>!!F=4fK(5KA3s-*+>TXqq4Ql(IkrI4+KjA4j#ysk(N)KyTtJiPBAO- zs=)VEKyJQF^*y1VjSXl!m}vk7%4hfB!XB}OC$JSn2`N0pv4I44gBaKin7IRh%fRaV zAFW*vF#*dC5i);>KS>|F;tfyZt!FgXBYIIe-FTf$$Y|!F?D8yu)`NKf;6PZq4O>4a zf(@)Bd&XaLw6LalRPm1zg$yxO`-J+kE&NB3!XbTe2JjsNsqPBLl34&)Myg=4;*+H66KP+R@XCti}WTxU4ZQmT%KZzIerPC7IYc}MP(evUaqY(6wZ77_g^eaOm z7JtfjMd1-1e^{ei#y|_~8~~hN!Tr)f%R}LR^DK^M+aY7N$Bz0*+V<{UoF4ZBq>khw zm`h9ijouN`n@B3cS3#ceORq@#nsjatK*g{W01#Z|x&+@^NPc3C@mY@LRnQ2Ze<}^Z zo(!n$aZlszbJyLhnGHZ2>%y;QsTlfTf+)nN;3d%Gu2w<7^6L>Uyf1JBl=kh|Zej<-&-AyYp+9f9KT0 zpa>snhi_9cnxX%;@`Bx2_G^^)vqk{`&@&Y-1=yNsVb%z#0SO7>U+Iu%%2)yu3>*n9 zu!Ddlh<50ZhdC|T@`jt7&R@*~PpN|8t0eqF%r`u^+J`XrFb$-1KXu?*UGsFh5|R`( zh$ZWeMVt)#fqjjBo59p3j{k3%d*)69_j)yYf@SK7D)VP(X{r!S)erj_@grxeQmnmR zlibu6{@9-z{RB^_7%x!$D>;VyNIWf`t`U4cCDtf325M6N;G`1( z!Ee~uQ9hY=aB9R`#(tUC22Le5XcH^NPw1#ci(pb^h)6qLqJrxPM!KF&G2iu_K?SvY zU~?_-Q}?0E+MJ|K{Re1)83?P?hvG|Fh+4r+5$RCU@?Si58kb4&l0S&#J8{Mq7%Lca ziQ|~JZacg36cF`~@Y>lJEH7K^3m0wSpLuJ^6Cff&qfo`Cb*>Tt=p-r`Jm8^)i}hXR ziI?RPcaQS6HrcR3xP@&Hn>n!}$L4lyW$=rgQB*H^P>C#t8ZWWN^^rzDl*n-iF1=9$ z7`Fv#_vGLOq$8>M2HDx#w6g!!JOWFP!ea$Y{+( z4|P=2^U`;H{Ze0i3IcfU-A(-oHA3kIn}TBRcmA~@ z_2lZ4(hNVjgT5c{TLieG{Tz&K;2DQ?cCrE)yKhRaB9j?EPyjD-$y(iH6E$qO7aqHc z4N9|QCJ->t8d6|{FzSPYE5xd6#?s@F`rc#XZe9<-5t&N+qX2p0E8;KKM{~GMi-}LE+zyFILx%Ca!*R0x|6gWb@@mrGOim(l`Kls@L!$$x(kh1|M zSS4L(P=f*HFJ8(dBYJwlvN{8y4d_6;j^*pb+jbEt14COcmZUEtb#-|p%>aD;bKEVP z>aD7Triw&*qN$=gg>Wa@OtsO8rSiOl^L$k;WMeY|GE-qfZxQ)V73t}T_S4(V^U|-X z3fwK+yjU|xG0%QANlT7nIk~NJx2)<5^VLB?#FPgFapk`mx&$rh#7GYYoMEI^#vPv} z5(i`X*;ItA^za|%*Tw3Z(F*9q>$Uq&*Jnw1v&0exF=r*pxu}mcA|?1c{7wwN*ph@K z^Qatjr$Y)f3Zm zkldY=r=i|XS}oKAX}#OZS(vuHWuD2&rJPt=U!?4t`5R(g=zEo#2o$I|XrqKd0D&{K zAi!`^sGsaj0I;$3V>5Ns-m6NCgKadP15m@zgIDqCF7$-cq@!L$-uY4nI9j+Rg!B`v z7wCj9<=;Xd@q?g0`R&JPAV5Q2bYY<~U@@B>0ssq61J5z-^z$fR0TKrKLJjCJVLppX zu3o*mitTf%TF4pvRVz*QqX7H}xg?$A7Vxm)bY6HS){xfnd=cXGf|a|;3DKNZe}XSH zJJ73O;)xBEtL2cbP)ILh3wq0U{z`fVg%TIE51iyt^+^J}!{-G^fey}<8{1_;wwyj< z;%_(2hb3i7bk)lK1c}cS9{A|v)Z8Jx0hr7H{jZ~H&uC_n)a=N4IIT24r^Jyb^o}5{ zuhS;R%erk!;4Cqr0D!uuRgExE6g38T zu3Als?d^FyQXchS?s|E{oha?Sd2g|4bLp+H*4U@!j&# zK;w`ElzqL`!vQ$H;}#f-rK|1j$oBcwBJJ z1Oq!m3F9-jos|UtNqtui0xM{^-#j4C;@r3Jll=EjF6&M+g{J2`wJl}-0Qp0}q}EXX z1l4rijZ(^D^f0j9?e3kh9mngW!vb?%+TSt{j;Np!VWUcT$dBy4dBB(*?qCd@#`2&5 z%7iaso)g|8^#lNzTGtW&^AIyNXiD?M_F^Z~=^k2;0*)eQ?C%YL(j&Lv-ZNi5>GBIO zf-U+hFf!6jMT$60NOT&Bs^>j{h{#PD34q`PQq!z9turJc1Z1yu##{aG{_Pc4N zEZd`nmaL=ktfvoeYnc>&L}Vrn!KpA(_cIO$(+L{ho9>4%Wznv99y89F0i1Ecb^S39 zMDzlbA)9~_FZx@a0uY3=y`?&GH?-xmxTG}EG|J`P)6BG>Kbr!e-7v8ZK7hvl`V{!u z=y}%kIo34sNS3XkkqW@RFz!CiP7MP9upk96p;nNtA@?#+2SGeGhF>%tf>z5^*v2cM zgYi+mPU62#%6D-PawD4~6iY@EyDUVsZ|10*Co)-s5hSf6$t7&OZ`<~156R-yIn|V! zD_%@8g=xMDw4D&>Y=;@G9tg#_$@=$ltSv}WpPnf_1M_Ap1;>#V*cejs$D$3Xwr!Jb z*9cA1cIE7-uyA3T>PW}{1^`sV_g@tNTvxG{nFv|rKPPoNZT|R6xY2kvi$4yPavbUhI|K{hdK+&PvZQql$CUOf5Iu$? zq@j!hlAsd#NY~C{002wU2B4R+Z<0$UCTH6{<`a$I82yN4GlPL*h(LXbNYB)FaX2`e zASm^sY3Hrps#%Ec;l4zAW@a(xg~Lsbm1+)BJ=q-CNyiAjpGP=bJ=HXY-%Y7RJ5v(1 z57=Eo?cgnib#LO)95wezt%h~jX*VpbFwZ}g1T^R6N1RIm%6MjoLRAEcfP2}#UxpHG z&j23&lxL`C$|=XjSQScmq$I#yjnGvRV_&$0O(~BQ;>St(GoK_c#s%_4I0gQ#ayI}o z)lC?T>8bQ7m%z<*BCx(zAlAO4hJcNsADck%c_{}(TzP8%kMfD|_x93dTih*d89+*t z+z=CIJzs!4mANWp07}o>guhxs9v9%grjH=iBvXA56Rm<)07kyZ+JJp32GQoe%K+rX z>qLH0TLQGPyc0fWj2nf#h-l_mJ`*As|Ed$}PD-?ImJY&eD)pkl5{bE{a_xR6#Ld6Q z<0U!l4iMceH)<^-=h2xg)V{f&VeYfF2iCns;X!|1Fa)(P@w>nr_Il4_Oye?=1-w)8 zJ9XZKC1!{0hr=V(EB|>>--z`x-aiHe`*dE%d2B|~^JiSfHXikLE4J7ahRt+rxu-;Pxs)IcP>}l!Z`70evDhKDbm204hM)M`KRM*{O zyNH6#xmvL|iahkEWMSdYq{=eS*+70i46q8|!()cAWt8^;TcGO+w((O|+{3xTq5fA( zwR+b^=mBfZ+~PkzFuM}z;^rk1bF_?I%gpFv6M*VSaHUyp)MJ79jU_Gzx2!$wArkWM zJ~yKGIq$?U|IqKHll|xxGa8@4@!*c6b9yCFq$P&O?{sKLwWagV9faKwD0*w!wb{cD z;TCswIu@fml04Dm{$w~7AB;TiGv?sI-{|2N;w|` z(8mc6JY za>(e~mTBOToe+eX!-um0*f~&3+Oyij>kyp9P#(@8U72nCNlEe8nFaF>qd$Xl(u=Z! zJRy$em+1aXR60$16Ve(Z#GlRAm42P~wjA4(jeCIV7OyOH6aXf)iLVyio~ahO8Ulc&lNoZ_ICnAWiXlV|08SLm#VJrDUJ+UI>&n5MXk4 z*QOI+cT%q1fq=JPLPpm2+eUp>Fn8ovdb!+)N2 zuPCQ$PCP39>i$V)$;YXNsRt+c+&^_c_7d%)?#oo4%8?TsU1myqohGmkJ0kCgu}4HPsZy zCJ(}F`l)w!$ef{+RI`)=Y-xNKJNPm&gqI{*EzQz+_hTl7{yq8ZtNhjII!UkdYV>92 zK-==lwsM5SS@#Dyojw>=iFk2~REZJPvfeZoM(R%H6?rj^Gm6H6GzyQyIslu_4#1_% z01Z!&@-nI}!%_c;v^w~wIG}h8S^t=c%`dUaVBlav)AX(#!iVMat1j8PzGRy(3cz^2 z(HH>G#1QIdH!nIV_;JVypLIp^KnX?=pY)_B^(6Hr|F7#=3%{oB-+iA;r%buR|Cik8 z>?4i{{k-9%ggop=O($i()W z&nC!<%E#kvKLti1b-IkCjd3@3g=mrNv(oiH{=sj!>!dS}J>rNX&c4x-DO2WdxHQZo z%G>?Zw+p3fx;n{KDZlowt@DmIZx#gWESx09A=#4PMXH1_zrxK0C|eTHNI%+JjRC=e z%}*MN|Ji!en;D9}rWif;iAPSEa-$=T4f{CeZkcKo!tJ$^y|VAx@R%>nB+S?GJktWeh=+4sxBg}G8pJ;hl?6A(NE2~)Vj6qW2P+= zHQ2_8O!oXA=O>#)nYb7{``+?a%9~sOryEdU~`|*w3#O>c{)AXGXq7 zySzE^GGiyq{pHQg-R1xB_1HY~tO3ub()5!rhLZ@YT?rggH2v*+NiidVg%TuihtGbHmuM3QvOm40A@26byrm4?B#TG<@=>pE`OGlCwjL4c`L(`$q|1X-4*m=8 z+RQ939Kh`-jJrv=ee__O7Cs6h7+^joOY@y1{PlLX zw7c}uh1Yw_r~Q_x#y5LLQ|oXX&))KE82BUrN>HF(bWz`=hv+_0kY#ebW2>(XiWMTK zr!TR!$F(IhayS5^KwQ7ZEo>r0F)R9$8ikgQIL9Quu4KXbjSR+MZz= z|M{U`I_ncHz4pU)9&a(tPwjo^cWN^LH=*T@&qbb+yAx@d5s+7Bqe6Zf{1r<1eAGZ` zH}p;10D%+ouiAZuVclp(IvNqYa6|CU3kv2Fu4N?n%PK5Nk}s^xkBoY`D9qPRzjpk+%_Z(ObE`t6jqz1akd^im zD6x9d+$dD}=*zoFvBg+)qbPA0LK#_4<#j5DuNCfo%H*vV-8B9#>FSb@@ukG-yzM9&qe?1=+EKTk+@#l zG_KQ%{g$cLnO$Z6!kXI(l407rx3qwF+$R{vk+ZEw)tkTc74Ay0ad^i;SRa~a=;l# zGyr~HIB)UG%L_3h(EL>dURW*>f8A9@{GvxBOM5&J#e6ORY#zwIZXAyXVNM5 z_*@k8n0$Wxl1!a4$@wxBFra&GWz`dofNq;~Q4DBW5pm(RKHd!)b zfnrO!+_B^RC*|55gzFA9QGZ;BoSrIb9C4SJ{-jB6Vtr?BHQHo816&wMW6tmR$lJ0H zNMJT&=SVKk??(NyG5mAAGd~{Bd2Exgfp+VRm^64Qq5t)%r4dnNY9j;$i*s)f@yHgC z@K%IZaaZ9!!+$25l}&~F+VnNk45FRFJnUYUewe>nJXbl=+;Z^k9I@uHYJgmTvx{>e zpbS_70-s7?3^0}u>{foxYO;kQ591$TLE(my%O-!eu1Z3D5s|FTC4?-v1WBD!EPdzh zGG%5bO#|1nN@fa`3RJRmuNwI+%$L|6MmAZ|%# zHceyy;9m>-=tvru@q5sJe&x7c2kb2%b@Fclm)k={2DWK=g3n3yZO-zgS!OU$V#yRC zWUY{K3c}E24B*J}r~*Jy)T)`{MHLd?Bg$pNZIfLdYXC`0AAGCj6+L=kySPL>? zo*X1o$vE^4XB(d}eFA6a!0VPst3~o3bL+a8zRKv{hnOYb_|}#g4D5z)`t3$xBi8O! z0|DTU*8<>tl$4MwHHcX*W?rD!RdtI|$j0v+5irHs;O5hSyY%@4Yzaj@5%F-s4W?yk zUR{lee~BrPLw3gmVmWKX0%;rENc2B{T{|toB7d1}_(x&tbQ#G5o7u1Y_xEnElNH}D z7(gIaM%X4!M7~uDj7HcZqctI-gWjro5CFh;^>hFd10sD0@#$@X`z-%>Y1;xO74ccH z&MxlL9CPp5mZtuT);w^jrT+qRzHU?Bh35Vp#u~iwL9f$~oZ;7PKC*L$>}l@5(A0mK z%>x%5#w4VMOq(A5kD9pD_(RUbO+04Qob|g~OW&?%K;K0-X0j%4rgfVd61U{!_@I99 zqM#O4JaS!q@u3g(Z$$uH_W%`B4#J4HPnGIy-a8H9Yd+0r-#lNB!?pd)A#-R7E$*5r zkyV2hVDo4|goqcJ%5Pr}I9o@`>Y(ohv`sJO2}y;NL}{07*L4`a@+4a^Y`ZX?mvau1uPgk4`zqJA5bT zz?r)8-&7N#Zk?S7?7QnV-5BTVz+Zt;r={!O;B@>0{oT=BL2N3KJQW?p^*sbH_1%%) zTNp9(Jn)&hK5mCUcoR5TXn~TGe7~Ye^u=1Tonq>!5A%32k`5U(AHds-_vp5MET|(G z`9c{g*fJ{Gd5)oAvzlXrmZkMO&mgAH=p%C-+4+B{Nlpyy_BSk`rg88>)4)aImVA~U zuBnK*Ve^RjaZ}7h%sjrd;^g&o+>*WVA&-h$)V?DRRh+o0sDCS5_3?obMt^cD^P)VX z%KVas=&7ku?wLLZ&N)CNLb#-fao!#Kmp&HYa1n_k%|c_$bX=EXbjurL^DBDpCGmIi zhv45(0&X~I`rL{()zvzUk*ozvAAJWgF76jV80oEJ-NX zN9667i~&T{AZ>;VZefjhYh=Uo&moZIj4@9$!t^Bspa!vj)tsd{*ti&51WcWEcID#~ z008L)piA;=eoM-Y0gAdJHbK*vbA&{J9uU&?txMzK;}$jlzK52VRNSi0|H(BJF>VGM zGZC{d>^A@YZNG`ntlzoOIB?lPEee2LnGZ$zi@Sz;*>^+qG%0a4^OD-S>=Z=KLHQ_L zXT0dZ(#rxIE@H92f;0{vYwY$VVq0GYQ}c(IcudI72W->M_s@Oh=pOFE@8P)3FOgQ8 z19^Z;qMXYyq&_1B8A~Bx|Bo)zHvk@`pun9u_T91jB4g@V0wT;E&yr{bfHR((vq6B? zCldBE_=_zO4N9rh?qH1|5Ghay^;bY-nN$-J_^uH?>pSpT zV{fiCF69*Oy^)VyUl{k0zJ(HD#kg+jh_{ljHUI!D766d^n)g4YrU76mBsmzyqS7vr zFW~Tc$bemLZ1Xl5v$&e$(vluME2t*1X{28E9b=?KxC+wPqJl8iOh(BhG+$i5IZdkaj;YcizWyyWN5oQ(soT1p_{&~0^obGcsv%1 zC1J57l5X_GlT`4~i$;->u*3C_ZQtwcbb=DB8bDwp-7`gbFPhPU z0KOtc0vR&7XMzjc=a|?2@5q<8hgq znvDM${W%$}sK>+!0NjrBly)ii95c28x8?Cx+uN_^>FUY= z9y7!|u~^)NzVlbwj+i7#S|_ADU3!K@GJ{Lc=)z1mOWl*qkkH&2k{Pr;QuP9`7FaYI zZCJ)8`ZfPKxyKnAib*j~%p-Zax~uJ1uV%iL)w;YqX={>Z0G0x4M0)8<9y@o-(dviD+m^_hob<= zgb7N}_Ib@^F?V?~tC?@h-kyg<#yj=xxEG^Lep&ouyD@n!bbtzQ7?p#2 z)unf=0pKJzE(KgNuAW@Nm}wGb_u2@ zKk(X7wnpM>ueIzr0D?y%_EbGBXkZXPJA~|MxiZjwg5Rq71ykeYFh1YOi6vnGiE%Hi zydfHmMj9IO3oNijyq@BJHNaxJrH2MI6FKt&@8myqDO<2~*Z0J0fvb)GRDXY#SY$RW z#7HoAmd&)n@1aluugq_a+{h*afdw!GrU5D^%`H=nNx_X&X#E2`>k_vC);>`}9QQ~Q z)nh!e<|yzM>XJ~e_AF^P>Ijv0NwwwM<(@Xw*ifF7*!rdGu47P4ow!na9!*OWfNc-z zLCtkYDtt&y9k_aZz)(s69wD$aG4DTVvN35c9zmFUJnkhM38 zgz!ts#K)_X0S#YM{ceVbIAhQjn~d%KLzK))47r+OQGGAIlSCq=#j{q^T-L>=76(N+ z$J?j?zW^@=kkGtY=hHJ-PJI1$i1gMEo9{Ql$YG|fWVV3Wnf;wJwv-qE01i?u06_K~ zpE&2T{-8Zt#LJ^9!KpWKZA-K-gbGk0D%bASp*~b6{BX+>H8q<_mkLUyJ+MwT@=x&I zUzaoLp8#_nHwRI-Nc_+E-RvZ-I%1OdnZ%lMLDES3O#n!KOkK>aevf|IhNgb2Oj8ba z`I05CQi6V_V#5#(Gz^Ny{gB`4LaZW{sOQz1j>oq*5?D<{jWM}EiNO2-0uLrImERoY z#;j`PVrMJUfgsu$o;X-#i4IXO8wbIiJdLeGJd}|xe}bRIIjaILj=77yQvjxh=U50Q z%+OT_A=?f1V^c|&;Xbf=(F-N}A-j;CuaXhVG{uAV7@5;ZNCo-AOg6Q=_TvHJYKfH8l8_x|F^vgaP&4$LITZW?`w z2|aglB#Bc2YlDSlm1XSj=*t)@q>*OB){K8+=bBCcBLx{71F+9JRf9YZU^_N^UQhm+ z)kE09k?u-dxzJVqJ%NajfEs;rkvxw54U`~Y2C-u9i8#romP5iDY+16JzyO3QM9)@a z6RD3F-jpmVd#JxNV6lKS0sx@c!%_Toyxj`_c>n+bVnE}pFTWWzh#(Omt?)``KBI?} zX(*tr0pMA1t%qMn0!G~Bks3vMmh2cQi@DT?p#oZNY|l)Km#D`^m^{lrB?!npj|=l~A0SujTXMR2Lyuz5>`rhhj?f=m3+n)puXt@?`O#zO zQ~>_c&W8n>Kr;~D0Gt%_C>Q3JXdtdNqNO(McLO(SsjemNBX2Z-OJo9pM<4Od1TUsU zq93#Lh-k|u!L8=efpxyxU{2n7@NA;v<7}jFCK_#9PK#bq^@6 z1*LJBDuAPytPkmLOjVfLSi=c{h)mtH4VGq*_WoxSCcUQJPzcDqt!0E&|x_g#W?0WWbKp z>UFRyM87L!1mNz6&6o?(_Fdr1p`3sJ5nKx^0<-T1C^&|SIQkyKh%x|SBRr|D3z+m# z^8{cgUEGmL1F=wlmYa81V#hAJGjW-lOGYCiMg;n^w^k101o}iGT?yQYB`%Q7RW=7p zk4R15>Y;sls>>AX3zWpDjB<+cPet?AgPMh4$46~t;mVb z>h#tkM(Sm=i*ZK%?tk*Xhsh07o&w^x6pzCB6H%U!TE({1qmF+PjG|$(I=B=oD*}rg zfX_iI%8MR?f~G>o4Y@9W+T`zOK>%$m@jBH=3r7awbVd})JW@e`GSFRyOFba!cw`LV z5$Pj7vwDEwh0rBgy97r?glgICzIi)@>bNI&R1rbR&Z8=SndpN>n4HyE$AL_&#KWVo zIfkG82cQU{c&(h+$rJ%Y60H1ozX9i5Bia;U&HR{*O($vOv zoaSVV$Xfq?*fo5{y4JWPGZz9Q(P~Qqom7+RcnR1N7|4lu%hn+v=`9C;$YO}F5e%u@_bYir&WCq0Du6=X=6WY zx@wNPA*(ptJxfmVeRImJn?FGWr6$TUKZ=`WA$s0f0ZZD$>yCR4b@vNp!81?hcJes^m^?+YytEy3hm&>{-clsO z8>*Z~T3QiUpNJ>stZ^?k=(oTTL889T_vxz=IN|&3;dus*O5K0K3zAHC`W5j#y%Jv>{q^v+i_`s9! z*ZK3|Zz0M#^fS={OZyLkr6k&U!)wq4ycSDy?A?(uj_6xpru851z?RYU9eOt})?iH+ z7zOVG4ZP||9l2Q+Vu+jhs8nZT;t!WBKtpU0>7MC+d?rQh!Sz<{RR1UeFiT44y7b}q zYN4DwQ<<8{Xi;j8Gv;DVa4)<;{bBj`oXxt~+a#Y0{hx>4Z)O_^*L8N%+KRx@^v zeL@2a436O#rgxok3^(e*u+g`=;SIOWU2;R6*t%}(4VkfR?hVn{I(h32v6wsMhIlO0 zNgf_YOmQJd&Q^0g3EyhU;|Wr>ZX?;=;U_d*ws+!&$C}@eC|ss^6Q;t0#^4xQ@Iwgo zbH)E-DcE}Lg=hk9GzI%vn6JZsAV;8YVXKVyYNKP=_rYxRO*HgoH<6nIA%QU;oyz>y zI6`GJ3vr~zUOhxd?L4{bEep^PAH;4t&V5vLO&p${&WIq%a>6_&rBvOi$cs_qP$qdQ zeT@}kj6Hkb1{hPk2`*9wCqr2w-Z@{7Uf!(U6{S>?(@lreDLlbp;OZaK`Oht`2&_)P z6Yro-$W!-+mvyrZlQj*JR^K$dbR{-C~d$3Ly~KoA&YpHHZeI>J1V&EfDpe`T}AdICN`3PM(KxXO2*Zrwt46y|SoI9S!T zJxWa!AtHU^%l9#7>i^i|$%pynpzb@UoCBLR|J;A-9pv`N?3`4Wx^_UZq^(;kSLt!sk&+kxc|(!C35 zbwywvOCU7uj(wP=Gf|<&2-fv?xZC^ z^o>>$=*L-DC4>_wpgs1-v=K{I32(H3M^EmoAfniuGb&glAcyd8l(iB2s7^%*dHB@B zmyEzrDg>z>woK2ac61;=op01o6#W%z+AjoskYfD;rG<#fInP;#efn`roXdFV0aIX? zDX`<2mdk2#2~IVDUo#rcsigINToC>l$1J`0ms$YsCtlm)#92I*v(S&>+5CdHm>q)i zcv=%BRNW$DrdeK>4FfVSqSggTk#as&jJXHq_#p8&N_<#!bJe%t$+akpLEX>TV~6+nz`Ob?fND?i zQgs;%d@sP6%!qqzd$xk{h^AKrQJ*#Kd5@9tBC6EdXlJCgn`9%Rk?G}49N2|4x?6As z(@Tiv_H93%fC_!bKc!N8tmXYRiQ3HawO4&_H;EP`QZ=x{k1U^v4LOle(HzmIjW8)D z@%Fpl^8UG#vDR)AP@}LqforzYp)K#3(>Mx}5jCVnFCc-S#oYdJxHp+s+1FxrwVND{ zRkigX9S~+9tn^roQroE}>#MI!j}V#oK5ubrF3riac*KRlf;_nVez*^twUerFm|L!W z2=@y{X9v}%kK8cQ0>k4e_!GLCe&f}Y0f-aS%tdZ$3;-!-5pToDgd_cTl8&wYf)z$| zjc}#IH|i@Udikdkcu?qP@eBba0^#*Ld-N*6-M7GB0agm1&EOL8?@J&?bQK_hgviAdpW zYY#QBXo3=oy^Xya0H?3CoVk6rJ}&wEb4Fsj^P5}s5_AKeG$8Q0l=%jeuG}6I%BY_>_pb`zgV1;HG~uU&144 zE=hi%`21`B;512|PjV$ZUB0cG+kA`Z36~MCYM3Tmz((E;LYb4jleXKB4FKRFH2~m> zytiau(I1S$9_hivy|B_QYcz9JyI2lK)1vY=o%FwV2Z}1!N;*uWy~_ZTkW%6v1zw7U zs|#sVliVcYg_3Et)Gfl6(?vy^qEk$)zKsO%IoS!O_d&LjmY7YW#!XGc2XueR4zNID zv1wOre-&uNP^6!kzfG3b@39uc3Yh5luqWfzkAXR?RoH zW!cjbnx?t5lqB2mcm66C=8455&Eng->AHnDdyXV5^}kb;w?u2U%~F3e>xn1x=6gwK zshAgg6ZO;wBT4R$Es=TlN%uOt$Jk$~*wDPm7b z#XcOKmaZKmha;(JCI7kTfA0=LV|<{-Mw2}-g5;yCr4B8`+*&lOZl0Y>JUl+0PXl=*3I z+JT}t9QXw$KkJnai-h0XR-!9M5c7DtI$__2eWiZ|UbX=N zy%{@wXKGzG!97rw5V&SfBPWT&#F;ZgbfO>Qz0>!H0Fw|Cb>tD^p+=yE1%vwZQJy+= zYENwehd9>)KEU2yS0{L@d16vm%F^jX zZGw@*GH*G)W3?9m4u?ZgV}KTvLk@t%<05<{UIQ8|={V#k1@U*WwnK1}H3u2G@x}H$ zp1rPaQ%US~?({5Odwa32{R}nD#K-z(U8JpSF*5hE|C(k^;sd({;W@X19L^Ua(%W6G z21ms~lKDJRh`#E|^dc6^NtS^3%RVui)whZKh)EJOmpB7tlGn)-lGd1$_L2ov+>1VO zo^@L^9prZfxA&SbsM(_yBOL{E<25NvGaS&`SMzLb{FuoN0Duzc%~l}JEs$HYNavWw zbbo!mu9yLiJC3Upq#Wu>|MIE3BogP7VxB!IMuP0jNHk5=BgNtmWTt_~8;M5WC0a(6 zaforne@>ophlZwUEARU4TKG)}T(hM>W_*aZ*$9Ab@YQxw0|Fj0vPmBd zSa_c7fti$aiQz8BN3ggX`ss0g^KAgeE$t?car%b~m66|kTe1Cd#uo9;Y@cNg8m(JF z6#vAx%r-5~iQRzU{3?^Xt(Pra0n}P%Mh=1&&kcU=*A7}9vMN%m5hU+dJJmT;!WW{i zwlXb(h|A$8N#LF?P6tV;rbjQ*B6HLpGZ)6=b)y-MbVID& z1gUCuS`j|2a*0VwCMTZ`04rEq&>1*~d1UHgf^Ub1X9z~ydz_fO?dWFaDb-DPSBy>@S@@oYQ&g-fA= zGF~R7pV>4V^vwm&7t=!Y)mEneWvxwKrA?{yB|`dLY^Ss3^=5A+vz>bgG^uD9h--=c zp4nEJt?n1IQAgv!@K?KGYYD*Seyake0iZ8qaI6&~>jrWFz>JTL$#*KcRT}^_3uiX> zLIO0O$f+6ofQ9cOTM<68XR3bs(Mfw~OupK7Nv^Qu@J^ByUysOlB_7#xCT)NVZe!Zi z(2mo9EDeNNmwLRrqkRpb$3AAQqCE921;{-0!r#lJ))P!kE%_B+Reu0EAg(xc3-QpS?NYN%97l$5x~k<1K$K7-7sZL9)S4x}b_Nf?4&|mn00@xWXtPEf^_g z#qxtSOHe}pj*KpCj@%R1;g1b1B{pDB%JjfLJ^1E~HN>QE`C-%U?W3=OyBq{P4<8xpms#MGFc#0a&h z1E)aPS;n0nR%(>5%TX_Z@bsAKd3M{rNzgXdB`S8Ekun|xvk2f_1`W{ z$_}qY+vkbw5btkKDP`+Bk_u^f0`R~n__tfRqOFq(xVfz@GZ;9W$W+`zJ>t9C2v!mS zAVAS-034f{Pyo=x>e#@6?f|O|GUJI`rkrEkxVUklo*zoUivfu2opwS%9XT1`=bbaO z(@X}_ac;6Y*5-_Og7|}6Rbq>{{se0IBVXHS@prz(X&6Gi&^kkpgYe}YgzB!0dMy({ zX#j~ghpD5^3ccCst1SRXx+mME-`%NP3eTl>L zG_8K-xSDx!cyMP9Scjv$^G~WyT{8?_+Wde0rx3MJzN}GfO%-_Qois7iu2Zs_c+x|)c$2Gz!R^V&|-@h5v@v#+W70stVeUjsnYYn=#T;(fqWc`3Wj zL1Xeyan|A3_!^4XE2g@u{Z3usADKLEh{PNeQ$7E$q1*~QpAw>$kuM!(@T1!&J&K(8 zwt_oSHC(ST2T%KZ-eDOH^&TftXxLqD`cLanCKoJyc9=sgKF_vf`T#m}x z{#^Vepf_gKkKt%PB3WC+gxoOzH-cC)75%Nd3;+)4C2Q=c94Vg7QO(rI+)K9j65;QT zVefk-*(aKycl&v0YWB8pP2hhNIQ7Z#Bb#M~Z-gsa=H?zslj{TgAMU82d75BS%@MMf4b|wx!*Ag zhnwYwxBZ%5=_;@cG=0s#%^%`Od4}nim)=NPExrmyClzra6O)U$WxtCwKhah z0a1Od#GgQd<#NDd1$P-PPbtZYA;7Q$#00XaW0U++bH2%L0Tav+WNL?f z_>27%DJGMfn}QLRqyduNhwObYl9}o10Vp}kZ$;`u`e1^9ptb`Q#`$DT zT$VYP_kDK0zywu^C0-7k`EVv&)^O4n{@qd!0KqRD#O%Rq zA(9pMRMzlktH<3OxNiKE$nWPR*e0K4YnDniwf11kp%utPJ8K8_YO654~`M*cZ5VSvCuB$bcOLXo$ufoF)SnrX$8NMoNc2Pr57t=ay{~CiBhIzFVYk z?U+;2{8VIUXCK&rb+%i6r$dJG**Zzjv1WLYsi@G^jpN=`t5-cMDFJs20A#Oi7=fX) z^%ZF0hYY5vFzb3IzxA7e2e@6Ux{L^@It1Bu^=m$W=`}{I@(R((Ri&`rObZ z)X(@G{scw3#M!(ccRA|$YYpJ2(?4k67Y@hQgMbwPXyh-3dnhppx;5cw6Yrow9ZdV6 zqsC{eC!I#R`YdtzRtwigxqSN!of4^*21VXGe_VGNlRgOm@~xv$WZeTABiOSoKViTb zaD))EbXCl?zx{dWy*$2!`!31C0L|w z=TFsgc9je!kAfU#T>fC9nS;xrRhZ<{o4aC@=Hmexnfj-yF?13s7{IP?%bia!KMVOW zebQBaBHj`$-mg-qle#zF7wO2g#XQG0&`x!WY+FXB+_ijxZ9E%l=((#^H5gD*K#2hr zcxm$JY&OkXcj+%GRhRhR+^-dN?!^6IYll2xhs*%|Z@^z}u0=%}>kJ0A!7*uciut69 z6;=uX;8wl20H8mAIvYTS8~Rx^r^CS3Qh;;=u=98R3UNaa!SC5dTRxn#68>}UC3lVR z8SWAG`>?Ucdb@;rp10(@OU>85Vy}eDAP?-BkU@#C(Ka+#90pQrS$P0ezA^g+jA5uJOw z{1qwYMC&+FCSZUwshK?KXVQCo);aq^@#J%`&y^^D?2T% zyUi9*U|u1w%DrNRj81UIg~Ex}4?183L^^ZOI{d?FVtC2n6*+OJiq?Ky&{*W{oOM}w z_J1nfJ9#|Zg%qBE^AKByy~YVKU-O@5OTbL8oX0vFW7!O^HRji{#|e)O(*y|;vjWpV z0u-m4dID&{g?|sim6{FU9FV;ojA9Y2g`&3Gv84$B1Vc#j+>VOI=08%AXx{9HWa^|D zeQ4sgt){>QjgR3vNrP;^QVhNtN9vP+G=D3gXkj= zl3{(04-f^HMI`Ja?Fh&IKxK#-8+(soF%asWi8i^)*v8ag%P^3WI2I}aN1fJLS;PC= zW@_H*%U{q-==A2!i$>>j%%$=y z{(Jp!BrQR_TBrQ#D2<=~N4^$!&Dslp(`fhPF_~*taxryFFf^_3C-32(EI7`el%UD( zr0N39_i(*B*Z{2UaoLa?o0e~5$q4hUhQr16HU%m7X_T4;Ff--RPz2x`<#G`Kj9ZB= z3r&@gwwrdM%EFqvd2uibZ12)ZqLDX+fQ2@(mM`M1O0c)Mo9x$Zt8JxkZft1#KDAus z-4%RQ0>5GT$fuP~lz4qrk=%{V(+qA`JY6dFq;j!};oq>zO9g*LcO7Q~dt>V#`mbrH z>7?u??%6Vg++r&J`k)|Pd3$RQ*;aY02FOjR2X_y=gjegeQNxh6n)CLg*CA^HQTpcw{8 zgOYNgpQw`#t9oUzF%u@|s1uOR$BjZg6xarP0e~kr5Km19{c?QeSnQSi6EvfrP$lwS zU6cfT{Q_)=B-}>25R!$a1YYR!9ymR;&m7#R0)W!fd^RM$R$tUn1QCHmJ*G!`kameBGhmuFyX2f z1r~;c;_t3WX!QU?P3gzhp4 zN1ebjKw9#?%jc+30AEl^;T7f?4uSETDsu(t<($RxA0e%ULkCm{kAM3Rl{q9$lrI2p zVsO*kYLs!LDu=dnx!pXrueMSgpUNzcoeqeayQrI*-!ip|ar(#W`<~lu%f~v48%-}r zuV>~}$l#&iz@b=}Pr<$f3xq->^lVaU&pzwoJ*XzZ4#QxW@_e*x*TtIVGmu31ciL7m z>PAZ>vM_Ks90LHTuBxDNDZIaT56qlcyToe_p7FTZQaFalsz`yLkm5w3hic*H<2l_# zz5#9oRy`DZ-$_G&t%Oz)ufR3lijeLE0-w9EmK){oJOJ_n0$B9oRcn6XDfP?~g?uT? z(2eIH;vhHLC+Z2kb+&AGQxVgLug%;Q=%84(0GgDQF8KLXWDa<2Xa(POLrS(dwlXZ;dNPU)ivWFfuM*=8`dZ7(h8?BK?u^(_LIiF!+4Q6h&|f=tIP zJ#P>jLmk9tA8mK@??4oX9m znQXS-IFX{>N~Baf)X}&gAcW-2t1YXhRqHlKnNntuEkXDCE14kCPRy6^c9Z1Y9tj|= zmiougk3;@RWKbbkgrJ+?N!|~Xv4T$tUa~_W&#T4c`t;>1Qta{3l4rvRv;Lsu04gH( zHME;8%K$*I%VQ(JXkg~X7uu3EzXLz2oBPJNiZui#guEou)+&5Irfpfd|D^5!%kFw{zB|h(&*4oVX3jEP$$u_?%=0 zxWue>UK($Ceh=@5FQt<0q`brwFI#m4+bbgYM8OpHH~(m7g8#b#JRTaaAmT62rbuwY zvm)aWZQ&kLh*AZK2Tib;iT-;cbuMvNQQrZ8<1UX3w2_`B5dN&WGx1i<aD{%u^PtVr9HBrO1kpxUHxfQ|I8EJsU&Nx9`f6N0BQGmM*0aaGa zx141nvt@w^2n-yArd}-Wm)-UHQ`x$2Hxo@|Qv|)KBv?(R0116ou&Zc4WA|##1FKqS ze!!yH^PJI&UryRljFS=x06<6zU`|_;myQg3fHX2;>h|skemfs=q_h?e73A;R*4XMU zZo~mo-_V&u)^?8M)jUGAToNKbeb`D()Xu1(@WZe=ENW9K*_A9%;?wu_O$u)Kv_W;k z!Po<8NM(oAn_Y~T7NurlWYd3XRb)6jz)S3&=I8tXhyN@u(PO9KDf~^dHN8Oo=R`YO zN*Qbj{^15NrVZP&5Zp~rwr|4`q0wyWIaXN&`}7auJ`!|5qLD}Fw}`m}0~@*46hQ7m z#Jds?0E|dafH7b+IHQI;(zUkTOUmPs5*{l=3(iBI--cs9l%VE?bik?7vsF^fo<(qH zNcBDOy_Pt&SOKswW&mqka6Mm)V+SoUHUW82)b~PZJZ<~E(r^}6LXy1IBx}{g*t?sG z*c65K8fl7o-KqF=Z!9PP7)MnLEo^EC^!h+uv6SWovYEm?UOk)1lq-PK^ERGOSuZdH zTT^l`81wk-T&kQXgIcbmh91nCQUm^xrm-8=y&KWUMur>v$>m8NY+ilE+-kJRbYT^g zF|C3!wokosyLncas3jV2h{wgQw;PES$U)1|Nc(U6U>w0hp;4ev3p`fuFX^M+mzmAv32|a)U@e*SuktXEPF8n%vV7M%ItmK41oR-5pNN0 zD5*>&-u}nOi#U7o4KT8jR~$%CqLG;3s0Q8>+UW`GM{vtoH~?K$kv__Y1kRR9=wdEU zcb4v~S>(mS5P#$?M!XTNOv_$~xyOarJ7QsXgtA;J+(#ER0JwSt$f8;Hx;%cMCfb(0 z=BvZk%hVSJv47>@QTqqV=p5^gA^A4mUL-8R!13^wx@7Vp2r~zvDLFd!m&p`x83D5p zbL-IrAthm$ExyFXN}Il2>OCdL(EinHVW!slh8@~DM;t$PbV(H5D{WXta_3KO#pC&% zq(UZ18H5NnQBN)^!OOeR2-ZYsB|}}8a2@lg%CyQtRDi-18TAs<9|3UZ zYe9e^lpTHw6m@v=*9ee%?)9P7B4~y)o1X6Ar_bWbA#o>0tZj;+Jescz4*i>rB(T|L zq)^~XQOFtOMrNHoio;?f%NgHNv`^fFdr;HB6aD-W^xcdBlwgIvyJ!SjIub0>>x1|SDxKizSFhk3#^(GE;lqDEqerR(h8&OC1}p1(Uf9TWdm0UqwQ zTxnIywJSN@EQb^Pw=;kx1&RWfm>~@yjP}s*?~eO3B-l2S88A@Za)qF0m;o?~_aDcX zaY7U(_UfW|MP3pYqPHHY5h8d<0ZTs(r(PbKrnDSOe_y>84$~`7(!C4zyR!TtJb4_m zL;o{awROqUO+xrYo&y9Mx*>nccsCnyKU+yo!Hu1oOeP{}rX$&o7D z6YmX~4v2~b1SlZdZ%Wkv092s#3;=DSIkSzsZ-6bEsk=PRrc6c)#}1m-004~JZyAG{ zzWEtlSWYZ1O_HQk7SI-pCYr3!f}VQAVGCW@N6ilL}*Qh=9#zFP-Y|FM7LUTI=^);JIMM_L)Y?z?3AVq*zST5*D9d$?e!syT(LB z5nS6xVEq3V=ghN4$qN@2eZ@L-Jl`L!SiW<{rV_WLZy4$pc<4FZOuP!FId8Hy1kbJA+VGO=x(X%{oTnm~A%GWL zm4YinrR7Q|j4Mah(U958_odRDA2S2F|GV{&M zjSK^HKLbS!pbR+J?gW$zOzEiSES+t#WszTil+@=tv1ZUxlB}ow@d4u1Gy$M`VC)|k2*Q>KXG69+Zq4~30M7m7#GQ2|(pULcFn_y2ERGJp z8K}aR1Q+7aDVH954s*7XwH6sjw_cwsI`*nxYUE};aaCXcHPdy$C3NW>k@%%eXDk3w$ zcAVq(g-pN8B$qN(_l_=qh$-(^_CCmj-Al%yexZJeqERkmbV><}L+~JY(p5*n=mTLJ z+a|c5psEO_wqeasi7i=9NY*ob`f!)RI|0!fTzsS_EI$|`(1QBz>eLq2wEekP_}{wJ zMBu&tw)Z)RkRcqtTLX=ID z6Gp#%#;$*m=0`mlwP^A%^xlKNLBEUX)V}Q1E-=Yg!N-5=Z?QAAhF%e>F46jyOL2oo z8;){aSA7LTvGB17`dpQQZ#(QzIo5H%#VaB{Fy~pIX#t*E?iKr~=Y`;J&`?u2xA3S_ z&%1NR?pez-wSKAQ#*+Ymsu>LXXlX^OY6(`MM}7L(vMJ2CWvpp{MK9SaO5_26aaFpd=`|1Mdwb`?0^l>+3hugocUPjUuAss zm0Hd9#(o3!;Z-m>2o@%oKs_mVSHW;squ^OPWSUid#aOx zqT%sEaB`w|C{n_ESu@~T0vbaoC6bBOJ>>*@xv2*C;QlEZvorvaLIvXeQzYF8R12Kl zUd_CqxSO(i=w4ZSQO;jJ%3J1Um2g8>7u8^D@J(VIU?ld!hVD}7M9WE0k6D|gUt5{9 zaDd=1I`LWfbde~geAOv3Y~;}E9R(lr9HUrXH9_?tuG_M1o=9eVpQ*#&U zR~g@v);vYtx8_#_-F8jBnadmn4}?yxYr9zHS;RX*BMwG%0J)ZcADDKjKV%1 zw3}@x8HQ5w<>T$Tt6&)3M_k8}KY7cYe&0S<^R1tA%P-Q#cQ;GwCy2Fu{v3iVX$?-1 zleY8br(?`mYcQWzH5hx3w`((?Er~?Fv^EiNW^E^ux3W&1PJkkX1o9O_KfjFyWH=RW2(AnOpF{bt(=|;2cxKO z7Z0`J%$~!sW7f?TVt#W;n_4j~lV(m8rTJOYAcZNNB+o+qJ(CiDBY%ilQipy1@_}<6 zu|MD`;QcbU>6jHn`}A+nQSdh=f>f|)=ro1`&vaeHp3tGvFkwg)RP7V)-C^JJi`5Er z;`T!V2yUw%%N)nf=+E9=`a9Vk0)fDRJU$uKZuBN&Ma6 zV;@{3)7scWDZ}qY#4^D;K1XbLt-znPx3HVKTEZDy53nK<^a5;7M*6KL8S8kfOEi&!Fx;!x(V)~*Fta& z!4(8&X)_#ahP0%G$Ofq6v9J0KlAk)_loPPqK`CeB_cT5pJ1UO|AU| zchlL}MRjPu0+p{aS%rb^gpcV|7)H9AjI4CxvFGmeJJu;vr-@aY2$Y4b4O3Um!cq}* zSFf!BY6X}47OsSKxH9v89X=T(F8W`V9^Vnv4JB67OfRl=s<6|&la+1BTzXq37ISP!iAP*SUy zt-YHI1_bL7{3U>Kt|9X}6#Ql=77lGc1ATbBj`hv{!bC{gR75ha8L$Es>Ze3*4me9g z0Mw{?^9i=yRRF-^0zmLEa_O{7y!DCWmwc<2$Jym5H`J<;P@_R}+omVr+f&HKv zK;q>Q>e#sNugbmQUi_mpYX~_UaEhF7;jf==r|cla*39b%&k0vJ7+Kw$d}0rg|0v^e zAv)tl?&4}f)G$idcP&(py~KUbO!Y|9fZkzl7?2y9Se`-_jnF%SUPT(}b(SZ|6N2NJ zLtteEe^4+MkKhM_M-GblL)|Yq(ucZ`d6tcqbcr0))lW^qMS03`cU@IL$s;EKK{K=Y z7Xg4!*B1bwwLaRZe0&&bUQfZ__Q6}P^xuYUn=`JBTia2px0DYdOJ>d)(z+v_)?+tZ@&9wT*(F#M z%(Pc(;sBf@QVjtMJ_(4Ek}s2u?ttw;x&}f|LVsBN^>sm$RKxc@T;|R_u~rXSwg;00i+3{IY7C(ykzdRDl6a1QBEKUGJ6g+e=%p3Zyo~L{eF3aeu^n6!+ zlSf^xR}-YM)8}1AAy7gx$QPiiD(b03UJD2CMmq#}%FRxA3;dh_{NY#sezUbH` zR*4oBqBVj+r80x*hfF{Q{oF3yh-+cJ4bcsWmsn$3o2|Yp{=y0*^jQQ#xW z>GU_HoJG3y6*snLukW=m)X%!GkDJFneD@-ePLg4W!Y)a^%D*xZf}W)LsE+#YS307F z@6Np@krTi4mqqThk?(Jjy7SU7UoMAdYjjh^I3I8l0Bj^f0D3BqD4K)?SV4!_&lrDX zTr{i78t(~TRTi|G{YG{W)Ah`tbokocKuuicw&504I&vjy=JvIS`NzkgCLuLW+E3&h zYRSFFZsbht6Zbb1m%bg0ID2<4>hCAw?A`6%riKn`#mIdXXiALY{l^*Q?b5;MQa(NM z6dZ@G&%TEs$A}eT(aO9L?z%m%gG?aYO|&+pVsfOEEBccp;yv!|dmc|7M^DxN_&4WyrJp^W;U>`T`kgS4|y%;auAOdxidU%H+dioGwi{$z7@L z>%-rV3XlUtjo`NRkl+Vtv@!qyimeUG#~j;9J&{ZNbdK84>DgF41d#CJYhzvIh4OY! zJ7P+>&vLQe@@svz0!?DfoQ+98CS`)nKZCI>=8e!{&uBLFAb1lE|t28 zOT7K_V;*;XcQg<4hAK6exzDDT{!vrRQccf{c)Q(O zDKX~(61EZonK~Q%G26+F9JblU36eiFs12V191Lv0vp)!AGYun`OP$bGi(MsX0RW>g zS<&wu>Y04;D66pd`0Ia39ZP$ijO0as)JYUOU{tmM^IyAc1-UVsFNtMUf})FXs|Mpt<|{7vP4|lYzn|8)%*WTZYE(2ruLuY|dMS&+HR=4PQAZ(8 zoy&anggRB3bBxcpq=*a z#q&exa1Kv{us^G@HrlB``rjZ?AsF(uGYui7oPLSZ3GSo>5`x-+!<*O#Fgq#hJ1U1u zWD1t^)Uq~H4&yDOylt`y^N4thbx1vW^)DOcl5X_5jh#)LpSY%(qot*lxv8m+p{2Hq zy1TNMTt+G{RNxO_H?tmID*eH~^ZRX{&`Y*&M|C4@V|^Rr_3zojx~8e)6Yt%~mACGb zyIv-hy_tL(YaihjPqvJ(Ngjkl4eT5Mc8(E*WI_tQp1FV7 zctvzmDrZUj9qIwJPM%r?LiaAXn^?Py>=5*AS+=6Sfh1Qny5AL;x2+v=8oJw&Y_3|0N$mZ?Z9dE! z-D4N-Gs5R3kuK3sH)D>Km7$-lb*ruMc2~{PNk2F%+3fd@x4qf#cH*wLhwd}UF38F* zXx-e0CR~1W-b%^LUgeWjBei{vZOt^T1xn=o@WN4dMXY1#gcgnyuq<$+(f4~W_Bn6; z)qK)+dWaU37baWgsHoE@>qYup3HE%C%1O)%=P3jO(W3!V^zj;Xp7-*mT@?HjW{13OEg)t?Agx??Sh| zG|Uye2lBl1G(Y-nnw&(tr{Gn1o%~O!v)#wn7X)-$A>jWD!R?`x)7Cjwd5V6`t!bZw zgrV)@>bfGn*9tyG8S3iPlCt0E*ug+~t3xSIf6)-=4{ep3N@fAD)~6^rVaid?CUzIm zI38%hh^_qy#5tT$`{lromKv_Dbk;-Fbe*>tw50l7hP85!Wrixp|6yC!jmDTgXmL z@xnU7fvQU!mx|yRJ6P;Y@HF6>A5CyrD19Qqbu?M@zb-{&0Cv$BsK7`*zO)BxwVTu! zptT|TapEB`E@U+Wa3ukO%EWk^$k*L{%C&}(ZXE5rFTp(!JPoj@8FWN17zE1SB0v)j zCu)$?se>3FrO0ikOFp?(N6lw{o1fta8A{qu3+h~VOyQpncSqX5p`_jfUbJ>!qQ}OG z^u{%{pIP55I#g(S9Ifw8uM(j5?AWT4mO}1hi*11WaguMaMuYU^gez4N;!s@!2B zZCH0@Gm(-pCAp2GMePyg#=G^1X%`-5Yx>4jAO37z2B+jn&VLojqC zRt=$SXua*z$h4qSyr3$Ot=R}zJhjVL9i1xLkGT`Y>Xa<)M=0_E*kVO!HdCLJWG{~I z$HVSBuLi>MpPDaW9(TbQ@V5vsx8Bsq!@*AYtnpfbt!|)TA=ykujQ8KDf5slWLvdS9 zo=tQPXd%%ZirZ7n#!xTV;in6uA0X-Z%gpqaNyh_X?_ICx)rHypJ4! z8VL9cD1WoS7UG@0vsJwU%>YDhLRVBfZLHm1r=!?HC8&q56D!f8cy2I#_wSbANK`cv z^Vms?4}`<_-eW9h5V@E6wFtQL1OPx81nRR=^>_T$2NxQMY{n7Y5qWibj#jb>Lx5y# zr!l)Q@twM&WZ0^PNs*uq*Z^#LKIrJFOuW{aIvT(NQW*hM3y-bu&>|Z1db6I!ns(4O za5&N5hC>f@SzQ$lls?1orOj93DOHi$9clVUFW&v!>w#{I1n4V9vu~cl+=4;P9c1?| z*e4loktp=#ph2((!4Q{1FqYs)ih@+|x$Yl_41&Lg(7%xC@7U$u|8d6((QL2DF9`nO zxGx+?LxxufK!HWKo8sI_z%e6L5CCVK1{V3U^Y_WC#S9?SgcgfMsKI#FM!cz^L5hhr^ z;^(ID+d0WbT=x-W5<|&MOAY6v7ZrVpy}!i_dwP}U7M>YXoxs+wz7&AQf+`SVub_%s z*eHe{g2R9spD6ti^XNC|BJg?5!i7p`;%g=N=W$ORj4tlkp=yR&)SB<)SzJ#vEtXcV z-~N2DmixI~8sij9;yp{B3;Nqyqdy0&J$94X2Be^INX$v_NdPqefZ#6&#c~SnqY#Wf z80J-QU;wWWOwlM9Y{ONd6AU!PF~ds{LjhYsc{h1vxA!+XW*9ghVS!mA2-FvaNbp@X zhy^fJf=&W0NBNXD`Wvx$y1Kd!Y-B^vsT*&_H%sAAg8CGyL~d;_1!fs{Jm$mfn%Z#; zpaJ)oHIg$3{^qbzXx*5L#I~DjYaELoII2b#g5Iu1RPPSb*JcI^1n}Z;I(@xhrEjPth>FBcP2v zfA-d+Z(>INAm`t~iy)t>9W-`+)2=!SetZf9OW5{E>_EK@1#hW~QLrb$OW)FU-927Q z=zJo=J?s-ncX`x(hYEtKkm6=6In_I{B=}O#2&ZAEG z==Yld00!it=qxG9 zMqEdHL|LPoVW0?#P|MoUhl4-`xA68!3T|ohYoE%?Hc8EXJ(AwQZ~uOe7QvI$?Npdo zq*epfK85ik(Z@NfXrI&Xq2+&YQ*f*uJQUm#K*x0nh7deKFrT)B+l5&b4Al_)j#|!v zu$6*;5%dJWCHUcBSSDm5X*R{>na5wuX)I|4hZzq8*RPdz50FNLAqnUPb8evfL&=@8 zBty4{Ql2Y|R1l?u9sVQA70Ih8Q*weL;JqKlSN$aa8DU}KtCB3-Vz z8NaXjD@OrTbL)Ziz4%$Ala~?QUE@7)UwkQ78<8fKt^FB2*={sRFZMEZU&CEQ0U$p9 z<(=gm{5+DG22EbnS(~-xcxtY2uPF_U+K2K>z-O8XcIxv zjobrs5p%(ko5k5JOgXOV=qMVBGjoLknH%;{p;?XC6MWB@C^YPcGBoWvv26VuoQEO< zEojKs!^rXzEpyk0&`_=x{gFR*8x><5-enH{{#N1wN`c&5(#lvOx7_ECnysC^acbdwwP4!O+NkGxzMfJ! zY!%W_?)0sRXTY@7&CL}AGyj5-&zY({Del$^!`ANu?rp>m{&Px=!)V`SxKGr&bgO8R z2+8Jiha#dYyO!Xe$EY`i(WPSgS2eg58WvoIM!6O7(&ncjM#%MC)gNbiH%pM#>2j`5`qA02Dk9iWLZk5qzlN+8bf4g5a0h4O9+< zr5Vc@iB$=HuVB1_--S$z);r*_h82IYrUXqX=7Uve0>!@dgo-U_f=CIDhB?E3$-6B* zA^iPgx=D-XlFsZB%`1m{sI*7`*PEQTiq(Gzff?gGOGka0s)Yf3n(m8ixndQx%w)VK z^wfqUktUY8eF45HB+AH157k?eWcD}N7d2i=j1q`Ey`4==LX-%!8($*jvfM0`VOv@J z)jwQ?iWhtwND*Kj5$+RdTDSR)Ev&^8aaUFs=Bk&E_mr%E|DgIFcu>uk%w3<@yOM#n z^7Q}!f9EUzSJ#eR8?bC1z~&q8Q^|Lb8yA7lm4uEe|C-SW&+TzMBF_|+pkK02Bc*A! z&XaHmqA59w^mMZS>chdvGuw>xbe*Qe$l>4w(4Ee=8d@26a;m}i9ogRBxBe5dE{|UAU znNMWwb%&auU$#wkh~MH68$r)lC3wQL3O*c3`^~#T+M;8&`jT#{gZqdohEnxTO|(9y zopCc2;pI!>$VURB_3Xv+Xxnx=WA;i5eqLYx<@ zhj#i4YWRL>zyuQ5oN@3Dstf>i`umnkWf*MwO|sT2M%!xl15l$EEGJxcmji$bqvlJx zPSEdNB`PbP1CVOG!=H~tCvqdvV|GuUY?*ZWRY$`G$D8RIs+Q>&I)W*u@R)uQP(?|Q zID?l+RX|KPje#E2m+0b}HV32R$azHiI{xNmI6R!(6#%Ma(aLr83z&uUng@UpiFF)Q^FrtCu4BIe$fy1OPA^ zb!1oYrtgJ)B%fD|_2a)b>h<%n+i_$x3IK3Ed12AC&bJ!_#1M41=bUR%-)J`~iqtI9 ztm}KL*`^V*a4O#ghYVm@oqg~hWt?5KZx%hY+&UL0f`J79K6PMu4!7xrRHuS4j*<;_ zr}Cy{(|FUe=_aq-)QNAN})&nN{%K0knf|&iyTvx#j zcBmd(D}M^O>J>uB4OpAm3S8xN>#l^y?l1b{W&lhsCFAZHih z^Jg3X?GS8ySP3d`(dFp`6Z~e@;0mUS44UgAU;bZ%F%4vG9ij>Y-FVM)bF;PO^I7@R zw`!u~D*)U5^-XQXw)b8$)7pBxwR1hERc)`Co(+-{iB<`10CQi0yOs{V=jhvDnpt0$ zV0Fx+*2P~{3bofU_(~Ysq=oYlld6T#<2vy`Op#aLopNlKbdjYK`nj7EUCIe}8USdK zaxJKaR}p6%HS} z+Q~h@F@xXQvy6x~-owuyZ;>aoPh2C7+qB9i{^~E2U z(d)5cpdV{;>Is10GQQb^`bhs@5k9W?U)b-xYWbPfBJ;(rfNqwNW5qbeh~S`S5GCO% z&1e`IfHN8h*v_o!T5zgJPo$@X$|mjFYxS53m}>2$3PvD-FNJjKNcen71Pp>~T$RY! zj(VJ)zB2R$0FDZ?o;z3lg0q)Ix)e|KQ1;_%lE7vadi(VDEmVrT=_<$CzKP)A{=A0H zgiDtxIcguI!_#z?zYcZA*o>Y10DMtabSgxP&H?W_G8b*9w%p+!n#1gYU&1e&Lf6)X1Kd=DHl6+JWu>H?}at;6(vpgtd4#CgP z)*6nXQwX+2>T6mXUbk(BpGRhE_7mvbnY|DS07|DPH8uf&iKLnU(}g|HXI(ir#i^zG z1d5}pE99|&iX3l%w=x6!b}a6g+E(ZgxSXHMVx? zn)R4U%JxGt{!j^&;G-q?2Cx_GO;ON~F*)7H7ubdhU@Eg#B+@0-o1zwOjJG%9yk(80AZB$?LrNN9oxdz zLUjSWju_WElSL@mzJ=c?ogZtGn-fBC@*cLn19TSRW%CRAo?}v)pYQnb^MqeLt?3`K zLyY5|@2~O(hGjt&>~<#jPQe3q2%iONm*BEQ-O{Ppyi^-BqQ2nw8y!BPdY>~NVPP`{ zC=hexBD~kMoaUb|-7?Yg#D zO<}48cK+_Az$im0E;H%t0ST(3Fd%aa^P&%CcdhZK1Xx; zRsJ67vMJ@Dj_o%9fHuZQRSu#3u2GhJ1Mn3D_9A61Mmsi=2k3DC^m!CA@1w-)q!Tp; zP;!EQzst77%TC$}6tu96FBL+67OEbv#+S*Vx35|2mF7=J%fud+vw>L0?P1kza| zms=c+uIS1x&dh<)_iqWdv2|#9gj*cK>PT?od5rrHgDBW&eSbJd(_6dbZ*scJa{$-s63t2FJN_%A+_uP*?AKGK-`9PLK~fU6?8w;XOTnZL% zCnvm7iV5I_6AgsvC0t%OkFg~6P#rXJb}vTvmQ`TnhEEWyxsB-A=rNXr;5HX6#@Tkz z4dgsMXZ_hO=2yRS+D-*mKdJzbs2Q+oZNYDokDnGaP=aFmZy)hJ)ksKlCysz@G5~Z0 z-_qx!C;(u07i6kMdY}BMEiHG8ehT*(iUY8P^2ihLPU{*m4E04GX@V02lI(I*WsPic z*=`OgkS^T3Q!^z-K&2yp-fOSD2%b~$ z^k4m}1bB~NH)NHYrBWNvroq|2&E?Tgn{t(FNE7@Jn}>mW$pr)=T!H_lR_4ae8`lYxef`YXn*)P_c72b# zNju0>D_km($<`WMF?I)ndmM*fp!}@wSvm4cQ=TRceCcXd2=ab6C0?@8ruottdwRmd zG7geVnVq(Vxbe3NQl(RpHS0kb++?X@|!kY9iw3#CMcBkV^3o%C_HSGh30Tfu{l2L&g6|YK}-?yO1%*7 ze~P&4n+#$B02Lxx21w*CU+?METQRupG!2~9L*)|rQW@$A7xxN#pA_YiWRa_xbbh7( z@|UYd-u=G2c^kN!INsPm-$4BYhUnu5(?iC_u9rT*aJ^z zKm*UDdQOuyrZmf4C`KHT|~J$MDbU=6Q5h&LL_1L_{zL z?0K{Yq?ch?o?O)LeUTozZZ!2C2aoo5@plBv-KjwbQ1}m!|yG@ba zqrJsA#M&lVrJAK5W$oo|=C2m0{;F5`$|_ z*PXIYqD7YGoI3s+f5C@zllNx#!aazd358}33`d=S9duEjQalrL+gK%$2t&MWGyoj} zOgXD($_klQum&PZU}D&Tldk(2ABirI!s5&UsB07LzYb3n15kagwv^9-9vd~Lqkd4g z6(r)w-BGh(HjQb%vlS4-knf&pqrwo$(KL>aYz^zeH*cu(SVNo?v3leWVUIgPH!kt03EO ziEUYi!Wip>p{wyzm1|C~ZXymLKhVfZ&O(VI#tNX&65ln^pWR1*s?n#}wJtR6QP48FjBL%{n_I>bsG6X&4F%L`Hnm)gc`Ni+o%+kR29g9T% zCArF(8)c6M_kT`x?qN;*l?&(zFS%9kw^ujH%eXliL;eeqpB|0Bx01{E#H zNR&9ka3t3X;c7s@)Cv%E>bTzBbO8Wpp)G!G#R-;KDl)W?*&`4DTL~#bf8@PdeTiTI zfI#UA0BXNxrl5T3AH-lDfFaim0PrOC6X(ur0$}rABNQ(@%Bukxj^tgDJRr<}lQedR z;qZoq+6TfRhNXUbHXV$Z%C1HGW>Gt}=fIsK9h19OfgQ7M2Q3d-li2KMr3Fsg-@MoF_tNwaQjeX2(`}=f{=6Fig14*-3bh>` z%a+s(4F2t@j;bWc@8heAsjPuyya3W0BiZX&4hWc)Ytwd{$@c^xI3r)t{2%(&oJ`f= z@wDYUrr-{mb;WboKX~Wh4_?sYKMDXS!3d;D>_w5GsxXvU1K9n!3Ot6eYH-*0IdYsQx9~-(*6Q3U2mqkr{YHa83kL@R*CNViQ+>&E6w=F((3%9Do#K;>TyHS5X35j7K zEp9UE24%}IdW3EwH1+JFXM0!Z}bC)ngI-vOI{UI+(}XluNLz)XU^qzAEb*FUVU z5O2If(-M+5WBLmJruI|c4oS&4Yw65ex3H$1J~PzcDChinmtAkAQ`$suAe}h?AR}Fv zuRILXfDs8j%M^@J2e0`96IT)R)N0YNPV<5n{9<6QUt;X`2Y6xDjt;@J7wIU{~=hSUL|0~NZ;~sZ(+~4{eED3IY{d2I<4s`{^(py4Jv+v zz&NPliNml5zsX}Y)~S4^{yy)4KORnd;AwKC9PlP^RAx`QWiYlj9LX&N^J@TY30y1@OH zb*78SCPzyn@2#-lcbB2FmqSk$6hPr86ddP5cs~k`pYy~VlsMbf-2D zrm03Y_`u0szw@He11D^A^@;0SXvN(@?6tIv+Ffy?(6etMPOv?AO|gN zTqyup|IrDzTKMj53{B3R-b^P1PlE1O^hw)v&i$g)$O}HD!i;Q7zY60 z$pC>AVsiuciM729Q5#d%_QC`I9)+^q*xUe5UnH#yLXP8h=H)L${D^*PZW~Oy#pHBD z3IGX7=fQG3WPvf28qa{#6xe=2~I|ct_9_l}vj6-EC9QuH-I}n_V z0Mn?X^m8~Fr|)^Pf-p_aY9}*5>l-8&9l;s4xCmZyk)z;g+scd`$S0l&SW$5BDvhvu`P`N;3}k70KBS5k+v!GrWuE5JdzL679JEdZOy!k`jvNx zeq#;hj9D>KvIYjqAP^YbIno&dr4b?0M zt04nSMKYqswgam~PXbB{nrxYG&vIjNX?k%h(bfX_Ei*$rLQM9zUp8%;xAzJqN~}Yg z;cNqM?`hr^q@_tnNQj3+D`o6$@t8a&p=sL7Er8}*nw%j3fIEELQJqw%;EfU!9h#Kx z%6nH#Y~65Tmd+>i79Wg!@kTHH@y-rTQoj&a000?rrtag<4fkM&g7e#oYp7@ZqkX7<+>-j7C3DOPnzpDUq-=)ZwF zqoFHfZ^yC6Blt6SBZk=f5|3jn;qi3V+(7~~hFLosD$|JYyz46X zi*0FUsnU^OcL7X;^U0s)Ub9V@FJF4s1VNQOx->!tt#3HW5~*ob;BHIbYvQOFO))-v zd8+BV7K`?jGYP7OCN*`A#F+do+|1C){1$nAMjNfpGp;oRnJg2}V3v41wxk;D_)7&L z8;54`fq^C_+l{>qy2=tROQl~3NSN_e5k4RB1gm`2;W%mtxvr^5^2ba)jr>082QQqh z=WA&WPS<~3t-xELT$lMtbnUTyb~>r0^|##hBgUax`1;jDG56o|)y*_A#M68M3KxB9 zcpC}8W}2GPNRcJmFlX@%GRxz~lIEw3A%lpdndN6V{}n+ZJS|2>VQHZZmETYPAdJ`V zb+R3#g(smei|l(V_!*Djo1LxAlk-kT95XG6Q4tAFgn1F5q@v%RIA4wC$jP&*fk@e~ zCZt5$TI!tsDfasKLpZ~6hM=Rajw@p`!p$e{;ZenM9rT+)PVnv04wcz}TpW0^3BtFd z+6P3v$s>u_TKqx z?@W!_p7#1)GIc6Ia34v=?)R)7I-Qv}t}*2@fRQFx!__winA1&_vl;bzN!fTer4|kc zcT*Hk9~kYFH}^FFI;*#)9%zt({*GtXZ)4_?r&w}S4TQ%n_y@W=#ys14*i-xX&Q`!7 z5tbSi!PEz28^*V^J<~BYkg;aeEunjh*&#Aon2Jbf3JyO4-m|qjKkF9O>Ei@EmSZ}s z!ImZ_=uxdtrhql~6DF#Z69Q#A6q?E*zR^e+{dCxRW{#wd4PwfQ8mh9DcD?NQJMt~z zHfyJ`Jy&g)uU-lc0D#&4LVxrbaX27PV>2QIoA*RL`?2Wce7#v%k4c}GY+AT5n1=GE z9SClrZ|PTc`sLYMNmeo5#`-*_Xr!s4r*IHM8$)Y`M`CiqjNOZ>g*3@#eok_bKT{jH zas@Av+xC*>===THg-08?dYb+xHFW8?1Ycu$XgTqrL9#rupMBrW;fopLRZ zg33BXzcp|@rx+<+3G4voPD!}xs$~B1wd5Kj22%@X;_bSqvB_!%B9vI+9=XftVUr>-az)6AQcMbzROuKg z_JKP6SsMsxEE)c->=ogPkr2tws1ayJj>1Ea zP1EfxJ0uuMwJ?O<<$mT|_gD9Q${Oi+b?MR%{bUsr-P$PrIVsUcNww}^hPcoX&`nOY zt>G4lTFum+19voYA!!Nn>DB!9*DhTKD~my&osHUuO!%dkOeMtgu1oN_)d2%V*3};g z0oNSEFP>3Ytds!rx^hqO)TL#bxnB zUov*DOr4s6X>!;^v?WO!lh3;Yl7Ja*=wA@&<3hB$*3g2DK0NGc2KT=jYAB@DkP>e< z?^WZk4|iGe_*2Z2jsL+v$mUUy13;-G`$ev(aaz#uOC=c}St9mJQyl!UK;7~8+~|i! z>cJRVl-hBm@%}O3vsUfHTA-t|TDE{5y}Ix9gnhKIrQEnh0WbFk6_*+UT0^XF2Zu_^ zj$XFUd}R(?pK3u%Pz7n6=+YyHK5fHQ?lpc(c%G;D<0V?2(AI!wQR|JwA)_Hs0{=jIHR;8m zC7;eMozNyC={>21^=YAgB7D@a8a+U3a#C2 z!%fsSXmSj%gN9|`DLB&>9l?vPA*0|9+v*HsxYSO!9|@0TxekdgmFt6)fRIWJM8(E1 z7Z|;@5_1lG-A9EAG37%yAPoOP->*ss#39x&G^e_yl$3$ifSUzS#U5p!E6y)7;3h}B~=F`yE6LE zW(|1fnA(zrhZui!?rY@Ml=@h4uOe;?KXjZCO#_vb4P9oGXX?-nho%I5r&(&mD4h?J zKr-AZow54*r+2OA(m^d0XT)l#gh%j+f;7ar*p_G54$5sB|B$j+L8lk>#mZwUiq`L` zh>>tfdd5%Hwka+px}siS1polmO-z6=%)sot61Ib91Y3_lUR0o^aJurzBi{+%q0~$yzIOov?B|{00l>#yY2(X6hBn zRr7U}|49ujY*zpp!|`gtpclUoF&epgI!JgtiS2YOO~ddE1DAXyd0_`#uDWBaW8v%o zI+A6IEO_?1-Aw^FFwcTeF@r;YDL)E@8fJm0-q~=0)(A-E8Ca*iCU1+5D2!YVrh$Nqm=};7+#NLWhT`P7Y^2)%vZ&1p!u1=TSn7! z>J}LNqEH0^+a@@HU^rF)6Ta6S#LTu88pd#y4KjcNC%Q6kE#Cj!6JZ-{`)-P$x>Lq| z`_W;^OLt;pNhg`}-1D#$^5u||yT`xezz&9Be7_UT0ExySjZ7BxLKIvU=|hK5p9;^@Z-Vp~i`K4X#eLun_^aUFQqeBkG?p|fY^Ec2Efa*@DCv|2s>FU&#>)&V0V!arIWhlWE(rUG< zyWE9dB-TL_2cy?h%x^9Szkv+^+^4g)ax6!Cc~H7ur9`n@)VCz7wk9oH#{yNrmn<^y z1z(|l@lN?@_KTxBvzSo>!0j$}&CKF#1#A2=eBh z?+`pG-!f%{=1qN6`kE9MDtWx+Was>rj1HI+|G{nZ+n6DFjz9};FO)TJA(1kGo4b+6 z0%gE5Lp|&)?Ek3^4RG9cM7i*>oiqqlAP2FO^^nEeW^WFr;aBU-F!0xaYGAt1Rzi2D zWoU-E*RjoJX7=bU*Uo}{(YBP?oVFkEdYRz zh!CL?;$7BxKeFde-~aC*ZmQgbFWo81gVH_~9TM-`K+gqnqIQg3;m`*P0(KCiI zZSG3zN*1cA(2 z?nh37IV%0CA-kqNB`LW$Y`QgT6<*O$1nO9nAC+}eh);vp2^^FB#J*TA^PzUVMbkD4 zouphoEeC}T-fRG9uaA1J9mH4YIukK~x#Ud0;mDQtm77;Em7D}b$l+K_68aG$a+&uPdjn}xUpTVM}31j1^y92^i_GC(?v2>!a8 zZH6Z_BjzjGQHkqzVO9lie>;N30RQxH6MP8Tv-n3Fz*oFoi?={;hm5>|Yli!ZoHLlS zUP9al;{Ez0I`-{&MwmA1cK<7QCd9h7)izJg-9RoP9*y!eqP*P`s1Zo?dS@dB(7C&T z64u407A+NV)(=6)r!XVephr%-e4+QjmZLudH3qcOJ^L1a8YSpB{YGGxg6*IxaS? zjs##fN65=R(u8MD+54aT)2d3&Ce#~G3OAG;f&?#jZ0rh$N*azIrweXb;RafQZtYTH zX1t~q`Wzvth?%=&hd?E+8&L2%!E}Nif~_FuP=erL1>JlK#uNOOU>4hQ4GHUt%VQB) zrUeln>4k_ZKZfhp!4w>Z?QH@8K#5s=nY3%(cS*Rf#H)tx5kz2r`vj}Upc#_Dy&v?R zIs{H|qs2deqDl7R|A3aT7)TMh@$@Yx9{);fO^|qcQ&qCFb;v|@LO*10F<+n0lF+M@ zjLrYXVu{;9GtF#7PBSRLVg#1Ee5HTo;!H}sl9@Z78R{p-u9CYu^N)4VIJ^bi@qF>u z|Eui$9qs%W04-7j&-e5xkr=?-8g%*o##rSi9qkFV?m-mv5)_rOVa(H81|wo&R~<7~ zs~H>;VJV@K!qQ@8wDv7C19rj|6faerUaUZRM6G6*Vu=n5PZs_&E z*wwaTV+HI%Y;19YrPz|}(9U0*uE9uP$OPTHyh2Q~0Zr5u{L+1xY1^TmbJrHjc9W+W zX6)j75)gQ?76cA8jsySNlhSv)a}D(wfIgo$YnHCAy}i9|S@&(KSdqVA)-3zgB<Gc`>IiMS5r*U$HijlL8dG8%w{{kQl9RTr=$Um4Hk&lEHQ zMX!VWA+AD7-S{-Fpwq=`n!=)7D z2Yep>KX5N&`q9;UQ=Sc%RbL_{7$txpRE=f+GWk2V)h3^Y`q|;f#V*OBQml_$kw1{L zuM&~31ySF*L^}Saw+ubMgRk@V^za{P#~f_+MbiL{a*=Hfoj3!rA*Dr9WA^90@dHYx z6Rv{B`z*057geJH9t(7S4FaT8e;L{<(t9^{M!dPKd-6;6^|et(XdywrI(B(BjefD* zoAy`HF3B$SIqhqr z2_S~mk>S7w{olSI&Mx&ZSMAwJ7caHi`PY*RRI9rhX}Zh%^G^Z*pvos-`fzOO5+{eC zjb77r6K&A@aYXTy07etv6y>T-MBRE2yS1dDs;%LU=|_>T3->u8$uiwAf3dp%A!|z~ zhf?rwG74zHHBwz(06Hwr=`ymXJ}M~5sz9-L`pIkaSGp>H`WaOqQ;7j9T~G;_RB+bR z5(A>$@YuDK>7m$D=fgl195PwMT}+qWQN+1MOOi`(ve>G_KYWexMc~9-be4oK&$}03 zdLt#{fD#zN;{*dP?f9zA9Bs@! zlq#%I*l%|rHl&s_tqu@#>N_HSG;raM{fiBtQ7rxV)<&44%Iv9VYie$<5z5hydGZN! zzh(0ALyF|SO;_1aoC0`yhJMsbT`%&4<<0Z7Rsk&9O~}M9SeDdd10^+@NgX~U%|lt;Lyp!Up>`+ zhy%A+XsMdsaW-82b^~SneTjGVX{Y)#2 zV9Sd4;IL#ozcPf_OHk8ZIG!(;z8!OSo1jPJsaJ`m8}Ib1LcFU=MykZycQcsru^pO_ z7y1;m2h5w^+>YDRs5 zha$6`rk7_JVlI{wS<%+X`gM_Scq8$Z?w`z5fhqe6VbwP|THfH6?t2$)Qb~0)b zQe*pSsPV;y%$m4K+^P~&Ln}XVRZxq{jXnxbavYkR816!iCoxPe8M!W~C1*|U!yg+O zYEgiF6@X>vGZJnDf7{JApUmD$!Epq={Qk7hygXWh9|-E1E5Ec z3Qo5z@64&(OTaeR;8-Futg9@l;K98qXvDz2T=(8GK-ED8jruZyzJ>lI&}Sk>X1{u= z0RT{cU0G2(ec^&*_EwohzGCKP@=?5X^uxWvf81u5FRMupjdF>3I{w&~C*0iRQOhrK z9BUQ!Gs1h6bIg6Bd756fdf{xv$iKqskxlG!LJg8H+Panj=1;|Nw9r7jhArA5>9{R_ zRfw?-AaT!9uOI9aeP1H-wrkj+0O&YFNkAZqbgL&SH({#_S~pHexc~O4?zLrm=Nt~t z?C77;CtJf?l-T=CBJ4AVY(A9|8-Hb^CMCB2*38?f@BtD8Is7TQL~z)oLTVqt>fYD_ z&GRM*R~rTKY!!^ZkW(Z0r-BPlpI|P6Yo4vk8iFTn>pPw!Eo{=yaCyw52^&^;%<8;@ zGA!BClmI0$!$iD*Njq_?P@e+E@eDwiNkH9(12_=;pJLcmkzie<@H?w8{tNwha-uuD zs=cCtx|O!Qu8rZdn_6o4N+#3wwoW>&I7Ss#Bjb z0;?Qy#GlMSpq7zaC_r{L&d`h7i(D!g@jY!@ykhBkm6-C(^KGZNQa-v7?Dq2MkfT>{~BH= zt?$qpu?Eqye+~ObZt&3t(Dkqs^twz0@7Wf3#yIbsOGuZKaa1iaZVZ%K4vXkv05gP~qmg*|M*LFY!N7M6phlwMxCW(@ zCh9p?LzSV834DDi*ZzoL%g}%4Si5A4eggd02y_|Cd8$Kz7cB=RLTA0f2i=(oaigq?&$r|Un9S~EL` z%M%fQ$#=FH9O7X|Fzub#f*^gLKt6jBogicnL$7@ZnQari?qY^um~Dw?4p41heGiAH zS12Ff>AQ!D;7P|l1Djmy6R{oL5b+7NBz_<( zT_?`rIsjVG^5~OS>&}`r%gw+S@Oa8iru<{}I(LUZ>DxVpBM}Dxz~(Z3fxNs$w}LC) z(iteyTm#JpuQLVN`RS2mk%)?DwCE8mO6BhRNct|Cy z&FV_Nk6wp$RlLZ;M&#ST5DnlCrT)qIQvrZ&ZFF=;Zh}SHc2~Mo4w4dE!vNCAObhD7 ze$M40YnxjZ?8i*PGBUt&l_FS7lO*}i_^W)(|56F5K{Nc(9p{??ocC`I9ZnYI)t zUVfonxR12sTA}9lE}H8wkDT(C&6Rk-41t~>&uFHDg9)ybS792%2nF+J=wIe zT83!o;D755`m(PPKh})$tl+fOD_iB9^~h8fH`yn#H%HwcY?rFwaOi01;0m1>7?}!` ztKd>wPz0lq4^Q!<3BDPD9WC>d=hfm_<*P}_%7;D=7APv{7Y~~MF!iSDA}AXbQb&2E zK%PwMPL$Ka80TEgJ2rClQrzc5#&%P4unPfM*s~l=RSDa*w4$95i~@^@HV3VbB-#A= z*8mvEX>G3K|0d~2Zy6M0pT3zp^Ru*9{`dXSWO@#PFY8S$9(t!Z>$>(KV(qM+oU!VjlCF_Q3fh z%_d$ash7pX`EpPj*=P`DL~TsYPG>J)huf-NBj19s|Cv?vX$Z$U#i$UYTkGs zq{G%cwY3ZpN|V%s*I3!aR?k;C_S{0HytUko+h^+}T<`GXvTjrA{%_dS-btgt{^JS& zwBgaTI;2D%LVa4|Ztcw;Ms8zFIX-g92A5oQ8K&P~_L^B!metv3_GSnFFt6Gk4u_PQ ze}1;n31YF$--@B@-#{ml1yj%o%vSKZiysBuKlxQz<_m0(O>FT;iO3p!(=42OS%AE> z?XoXFtyC%l4LzBy*nR<7aTiU-?vhVUI=L{?CETZ@kK@_{|6K`o$(E_7X(ky4nY$nN zvyK1Ef`#0*y^cvcS)P0mZ~M`a->-MrLLa+buhEYQ7boSchP$8p$qKxuPz2BO7&o9F zxX{$I;}g1nQhbYBe={K8o?I#$u(dIdOsAw9@hCc%!1FSz~A7qjMVgc+-rRNIfvNS zR(2aH45^uI(Zd7)u>q&-wWDeu@j;><|3Gj=d7n}~FE_)odlLCxuusex^uIn(Ujr(l ztCpTY-?e;IZ5$*b;)8gnQm@H3u7qDXAAu2-hW&%e9uobkxkx${p7Z8zNaivDHxjJf zv%4B{efbGH={G_iO}Z07(k|$}tH0@l7fMa4Fr;+9{3D{?=(Gsnh{G|1!dObiA6}-p zZPQUVK|z27@z%&^|Kqya|HEpS50KanhItiq2f#I82nG~2%>) z0%#Ng3NHMx4(qy}*$=I2RZsGFkft41`9dbSmQZrLUf1w`y%AW!9`a}rWO7|dtcU!I z;R?D|8r5;@1<3kZqAt}OL@dhLrQX1jK`on;Aq1?_0s(!;Ha@V~$gUu!rGjg8<^m)D zeu5*o=ZhHeSA*Z8HT*uN+wQ(eK=TiER@1VS8^Dce%6%y?YfGf=`W2BA>o9eqA^-q% zQPaf$nHBcKD_iCN6U#&kQ3L?crCHj|NVS2I^Y^2yg}iRlRbHeBx-=A37#HEoU>%*l zK|lS)Ev8i${l63e3_sjq3z%$~W&&)g6D_fGn{DTOkP$bN@e=_z!4WLQI_y$z8OSWVBBNIT7NbHsurz|0m*Y4k6v1vE_ z;ZMtVmDX(!AFim_w55ccvEiT{HL+->!`suj?0%lQTRG7J+ ziYOuZefW?)h&z;Zx#nY~q!!_3rSN!=l3E-3^Dxj14u?ZYyv)W;2)sl`@XJSwzC`dz z8#cAA`oKU-yK*<1#^#yKAY;iHwkWk6;08Eu*1Qb+RGxoXuSzz1=ssbnG1hSXk%ExS zmHnM_!oe{8DBlZVjK!k)1$T*DUmmNb)_%n44SFA_8;ty9K(rS^Bg#)&>D=KMnA2AU zN=kI1%rpzM-#?S!n}zBYuA914fSAtq)7d)a~@{U4`GBnzZb zH-_XYxZD<vznRAWQ!!{)S@OgfX?)jNOCRb zmZD3ZV~IJ%W)+>X^0-37ig^6<3;Q8T_fpBsEZ!ArU93yO5~Uw9LR$hFJ9g;E%65Aa z^APf>FrmzplCz4>dyYjHr8-9=du0Z%tOI*aq!(XH$f~+P#G%lbOp9V&@K!ZHlOWg$k6@C5=3)?Z5q!{wjqNaC2$VLn$j{rwGw^sF zF3(VV|i zBHUZH>7vO=_KnVbX88}B%JI#{K?_Og`yw-J0WkVNH(-l`nfM3-b&25JFyfy%W2c=X zW|x1WAd4)U1*>C6!%7gD~T>8IhF84ymRr-Bsdo%BtTv#*T9W0sF_P< zmw4co%tXZ2+9N|;bnck9Tm^4hP?h#p=|sRx7_5ST3-?zD-XU1a4lgE!zmz(C(!%v_ zPVm<@*+^2l1eeuWGJ}MKQ^kS}%T>9r@liupx1O&me?{yGfujP(-IloyCByV1&W&V8 zQtnB$Eyb>c$6{ZIb}MqwQ;roBJ0w;}j1bOeED0WdEi9W2vrWSqOP0)Jm2M^{3v9B1 zj`5fC{oTDtr477kL0OE1z)Bp9f|`Pf1nY$<|NrjcE`Rh~%ER`_dla+}8J=K|Uc&pGZ3T>o0+&s>UG4UPyqj17j2BW7WZ z#Y|>c;SD7CKMFF!I{4BleqjOS5)Z|ea2W-4=@SDZf#?fv1mh2mx$Q7!;@wyJO&qX% z@sb5w*SOH`m<2!N06%Ao_9h4Kkbuuf`Hy6@KN%TKhNqF@1tfS0DV{}+$CJ}R zSOsGVz9jgAf>Q~$BA7$lxf+5Y+p`c{w`mPxo4|}qY@84^0UNkQxvq&zz7As32og2e zB?oL1$bTzb_pkg-TO=271GaF2WQP$64p9(SLySsWv_~#f+w3`m7nK^(%E!M8y>WUq2NmDTCos3A57o7CW5;*b#hS5 zui(&-I`81oD!7AS1%YS@=hxangJ2ti=Un$iDY%d~1h*=fM0+ZKKh%u9>C=2>^|c9v z;2Ghvzk*TUMK6K(N^c}q{go7guk6h{rVU%$B5A{>1hWL;zbj&WLnSWqA|ZFuX~WtN z%hfhoYj5sjhGYE~MSY2T^B*%D8}8u}Ozzwq2>bN+Am|y1)i)2q{$K>tZe(*I?33A> S6PYdiw}t<<@ZT2xvl46(k;P^J literal 0 HcmV?d00001 diff --git a/src/posts/flexible-indexing/index.md b/src/posts/flexible-indexing/index.md index c94ac9b1..beae5647 100644 --- a/src/posts/flexible-indexing/index.md +++ b/src/posts/flexible-indexing/index.md @@ -13,7 +13,14 @@ authors: summary: 'It is now possible to take full advantage of coordinate data via Xarray explicit and flexible indexes' --- -_TLDR: Xarray>2025.6 has been through a major refactoring of its internals that makes coordinate-based data selection and alignment more customizable, via built-in and/or 3rd party indexes! In this post we highlight a few examples that take advantage of this new superpower. If you're interested in this topic, also check out Deepak Cherian's [2025 SciPy Presentation](https://www.youtube.com/watch?v=I-NHCuLhRjY) and [Slides](https://docs.google.com/presentation/d/1sQU2N0-ThNZM8TUhsZy-kT0bZnu0H5X0FRJz2eKwEpA/edit?slide=id.g37373ba88e6_0_214#slide=id.g37373ba88e6_0_214)!_ +_TLDR: Xarray>2025.6 has been through a major refactoring of its internals that makes coordinate-based data selection and alignment customizable, enabling more efficient handling of both traditional and more exotic data structures! In this post we highlight a few examples that take advantage of this new superpower. If you're interested in this topic, also check out Deepak Cherian's [2025 SciPy Presentation](https://www.youtube.com/watch?v=I-NHCuLhRjY) and [Slides](https://docs.google.com/presentation/d/1sQU2N0-ThNZM8TUhsZy-kT0bZnu0H5X0FRJz2eKwEpA/edit?slide=id.g37373ba88e6_0_214#slide=id.g37373ba88e6_0_214)!_ + +
+ +
+ Flexible indexing supports more exotic datasets in Xarray{' '} +
+
{/* This is a comment that won't be rendered! */} @@ -62,24 +69,33 @@ da.sel(x=3) ## Alternatives to Pandas.Index Importantly, a loop over all the coordinate values is not the only way to create an index. -You might recognize that our coordinates about can in fact be represented by a function `X(i)=2**i` where `i` is the integer position! Given that information we can quickly get measurement values at any poisition: `Y(X=4)` = `Y[sqrt(4)]` = `Y[2]=30`. +You might recognize that our coordinates about can in fact be represented by a function `X(i)=2**i` where `i` is the integer position! Given that information we can quickly get measurement values at any poisition: `Y(X=4)` = `Y[sqrt(4)]` = `Y[2]=30`. Xarray now has a [`CoordinateTransformIndex`](https://xarray-indexes.readthedocs.io/blocks/transform.html) to handle this on-demand lookup of coordinate positions. ### Xarray RangeIndex -Often, coordinates are even simplier and can be definied by a start, stop, and uniform step size. -For this common case, Xarray added a built-in `RangeIndex` that bypasses Pandas. -Note that coordinates are now calculated on-the-fly rather than loaded into memory up-front when creating a Dataset. +A simple special case of `CoordinateTransformIndex` is a `RangeIndex` where coordinates are even simplier and can be definied by a start, stop, and uniform step size. `Pandas.RangeIndex` only supports _integers_, whereas Xarray handles floating-point values. Coordinate look-up is performed on-the-fly rather than loading all values into memory up-front when creating a Dataset, which is critical for the example below that has a coordinate array of 7TB! ```python from xarray.indexes import RangeIndex -index = RangeIndex.arange(0.0, 100_000, 0.1, dim='x') +index = RangeIndex.arange(0.0, 1000.0, 1e-9, dim='x') # 7TB coordinate array ds = xr.Dataset(coords=xr.Coordinates.from_xindex(index)) ds ``` +``` +sliced = ds.isel(x=slice(1_000, 50_000, 100)) +sliced.x +``` + + + +### Xarray NDPointIndex + +TODO + ## Third-party custom Indexes A lot of work over the last several years has gone into the nuts and bolts of Xarray to make it possible to plug in new Indexes. Here we'll highlight a few examples! @@ -193,17 +209,17 @@ subset['population'].xvec.plot(col='year');

-## What's next? +### Discrete Global Grid Systems with xdggs.DGGSIndex -While we're extremely excited about what can _already_ be accomplished with the new indexing capabilities, there are plenty of exciting ideas for future work. +https://xarray-indexes.readthedocs.io/earth/xdggs.html -Have an idea for your own custom index? Check out [this section of the Xarray documentation](https://docs.xarray.dev/en/stable/internals/how-to-create-custom-index.html). -Also check out the [A Gallery of Custom Index Examples](https://xarray-indexes.readthedocs.io)! +TODO -There are a few new indexes that will soon become part of the Xarray codebase! +## What's next? -- [IntervalIndex](https://github.com/pydata/xarray/pull/10296) -- [NDPointIndex (KDTree)](https://github.com/pydata/xarray/pull/10478) # This is done?! +While we're extremely excited about what can _already_ be accomplished with the new indexing capabilities, there are plenty of exciting ideas for future work. +Have an idea for your own custom index? Check out [this section of the Xarray documentation](https://docs.xarray.dev/en/stable/internals/how-to-create-custom-index.html). +Also check out the [Xarray API Docs](https://docs.xarray.dev/en/latest/api/indexes.html) and [A Gallery of Custom Index Examples](https://xarray-indexes.readthedocs.io)! ## Acknowledgments From 7906054cef8a20f9ba02e0ea99aeafe320b5f1cc Mon Sep 17 00:00:00 2001 From: Scott Henderson <3924836+scottyhq@users.noreply.github.com> Date: Tue, 12 Aug 2025 19:09:16 -0700 Subject: [PATCH 6/8] more edits --- .../ds-range-slice-repr.html | 449 ++++++++++++++++++ src/components/layout.js | 2 +- src/posts/flexible-indexing/index.md | 121 +++-- 3 files changed, 506 insertions(+), 66 deletions(-) create mode 100644 public/posts/flexible-indexing/ds-range-slice-repr.html diff --git a/public/posts/flexible-indexing/ds-range-slice-repr.html b/public/posts/flexible-indexing/ds-range-slice-repr.html new file mode 100644 index 00000000..af6ff6d7 --- /dev/null +++ b/public/posts/flexible-indexing/ds-range-slice-repr.html @@ -0,0 +1,449 @@ +
+ + + + + + + + + + + + + + +
<xarray.DataArray 'x' (x: 490)> Size: 4kB
+[490 values with dtype=float64]
+Coordinates:
+  * x        (x) float64 4kB 1e-06 1.1e-06 1.2e-06 ... 4.98e-05 4.99e-05
+Indexes:
+    x        RangeIndex (start=1e-06, stop=5e-05, step=1e-07)
diff --git a/src/components/layout.js b/src/components/layout.js index 4fbd54bd..99df7c20 100644 --- a/src/components/layout.js +++ b/src/components/layout.js @@ -13,7 +13,7 @@ export const Layout = ({ url = 'https://xarray.dev', enableBanner = false, }) => { - const bannerTitle = 'Check out the new blog post!:' + const bannerTitle = 'Check out the latest blog post:' // The first link will be the main description for the banner const bannerDescription = ( diff --git a/src/posts/flexible-indexing/index.md b/src/posts/flexible-indexing/index.md index beae5647..66004b37 100644 --- a/src/posts/flexible-indexing/index.md +++ b/src/posts/flexible-indexing/index.md @@ -1,5 +1,5 @@ --- -title: 'Xarray indexes: Unleash the power of coordinates!' +title: 'Xarray Indexes: Exciting new ways to slice and dice your data!' date: '2025-08-11' authors: - name: Benoît Bovy @@ -10,49 +10,44 @@ authors: github: dcherian - name: Justus Magin github: keewis -summary: 'It is now possible to take full advantage of coordinate data via Xarray explicit and flexible indexes' +summary: 'An introduction to customizable coordinate-based data selection and alignment for more efficient handling of both traditional and more exotic data structures' --- -_TLDR: Xarray>2025.6 has been through a major refactoring of its internals that makes coordinate-based data selection and alignment customizable, enabling more efficient handling of both traditional and more exotic data structures! In this post we highlight a few examples that take advantage of this new superpower. If you're interested in this topic, also check out Deepak Cherian's [2025 SciPy Presentation](https://www.youtube.com/watch?v=I-NHCuLhRjY) and [Slides](https://docs.google.com/presentation/d/1sQU2N0-ThNZM8TUhsZy-kT0bZnu0H5X0FRJz2eKwEpA/edit?slide=id.g37373ba88e6_0_214#slide=id.g37373ba88e6_0_214)!_ +\_TLDR: Xarray>2025.6 has been through a major refactoring of its internals that makes coordinate-based data selection and alignment customizable, enabling more efficient handling of both traditional and more exotic data structures. In this post we highlight a few examples that take advantage of this new superpower!
- +
- Flexible indexing supports more exotic datasets in Xarray{' '} + *Summary schematic from Deepak Cherian's [2025 SciPy + Presentation](https://www.youtube.com/watch?v=I-NHCuLhRjY) highlighting new + custom Indexes and usecases. [Link to full slide + deck](https://docs.google.com/presentation/d/1sQU2N0-ThNZM8TUhsZy-kT0bZnu0H5X0FRJz2eKwEpA/edit?slide=id.g37373ba88e6_0_214#slide=id.g37373ba88e6_0_214)*
{/* This is a comment that won't be rendered! */} -# Exciting new ways to slice and dice your data with Xarray! +## Indexing basics First thing's first, _what is an `index` and why is it helpful?_ -> An _index_ makes repeated subsetting and selection of data more efficient. +> In brief, an _index_ makes repeated selection of data more efficient. Xarray Indexes connect coordinate labels to associated data values and encode important contextual information about the coordinate space. Examples of indexes are all around you and are a fundamental way to organize and simplify access to information. -If you want a book about Natural Sciences, you can go to your local library branch and head straight to section `500`. -Or if you're in the mood for a good novel go to section `800` thanks to the Dewey Decimal System [(credit to Dewey, 1876)](https://en.wikipedia.org/wiki/Dewey_Decimal_Classification)! +If you want a book about Natural Sciences, you can go to your local library branch and head straight to section `500`, or if you're in the mood for a good novel go to section `800`. Connecting thematic labels with numbers is a classic indexing system that's been around for hundreds of years [(Dewey Decimal System, 1876)](https://en.wikipedia.org/wiki/Dewey_Decimal_Classification). +The need for an index becomes critical as the size of data grows - just imagine the time it would take to find a specific novel amongst a million uncategorized books! -Some indexes are less universal and more multi-dimensional: In my local grocery store I know that aisle 12, top shelf has the best cereal. -And the second shelf on aisle 1 has the yogurt. In this example, _aisles 1-12 and shelves 1-5 are the coordinates_ of our grocery, but the more infomative _aisle content labels_ are the indexes. -Once you've mentally asigned labels to your grocery, you can get what you want quickly without needing to wander around! +The same efficiencies arise in computing. Consider a simple 1D dataset consisting of measurements `Y=[10,20,30,40,50,60]` at six coordinate positions `X=[1, 2, 4, 8, 16, 32]`. _What was our measurement at `X=8`?_ +To answer this in code, we have need an index that is simply a key:value mapping between the coordinate values and integer positions `i=[0,1,2,3,4,5]` in the coordinates array. +With only 6 coordinates, we easily see `X[3]=8` so our measurement of interest is `Y[3]=40`. -The same efficiencies arise in computing. Consider a simple 1D dataset consisting of measurements `Y=[10,20,30,40,50,60]` at six positions `X=[1, 2, 4, 8, 16, 32]`. _What was our measurement at `X=8`?_ - -To extract the answer in code we can loop over _all_ the values of `X` to find `X=8`. In Python conventions we find it at position 3, then use that to get our answer `Y[3]=40`. - -> 💡 **Note:** -> With only 6 coordinates, we easily see `X[3]=8`, but for large datasets we should loop over _all_ the coordinates to ensure there are no repeated values! -> This initial pass over all the coordinates to build an _index_ takes some time and may not always be desireable. +> 💡 **Note:** for large datasets we should loop over _all_ the coordinates to ensure there are no repeated values! This initial pass over all the coordinates to build an _index_ may take significant time and may not always be desirable. ## Pandas.Index -In the example above the index is simply a key:value mapping between the coordinate values and integer positions `i=[0,1,2,3,4,5]` in the coordinates array. -This in fact is the default [Pandas.Index](https://pandas.pydata.org/docs/reference/indexing.html)! And this is what Xarray has exclusively used until now to power [label-based selection](https://docs.xarray.dev/en/latest/user-guide/indexing.html#indexing-with-dimension-names): +Xarray's [label-based selection](https://docs.xarray.dev/en/latest/user-guide/indexing.html#indexing-with-dimension-names) allows a more expressive and simple syntax in which you don't have to think about the index (`da.sel(x=8) = 40`). Up until now, Xarray has relied exclusively on [Pandas.Index](https://pandas.pydata.org/docs/user_guide/indexing.html), which is still used by default: ```python -# NOTE Xarray builds a "PandasIndex" for coordinate 'x' by default x = np.array([1, 2, 4, 8, 16, 32]) y = np.array([10, 20, 30, 40, 50, 60]) da = xr.DataArray(y, coords={'x': x}) @@ -62,29 +57,31 @@ da ```python -da.sel(x=3) +da.sel(x=8) # 40 ``` ## Alternatives to Pandas.Index Importantly, a loop over all the coordinate values is not the only way to create an index. -You might recognize that our coordinates about can in fact be represented by a function `X(i)=2**i` where `i` is the integer position! Given that information we can quickly get measurement values at any poisition: `Y(X=4)` = `Y[sqrt(4)]` = `Y[2]=30`. Xarray now has a [`CoordinateTransformIndex`](https://xarray-indexes.readthedocs.io/blocks/transform.html) to handle this on-demand lookup of coordinate positions. +You might recognize that our coordinates about can in fact be represented by a function `X(i)=2**i` where `i` is the integer position! Given that function we can quickly get measurement values at any position: `Y(X=4)` = `Y[sqrt(4)]` = `Y[2]=30`. Xarray now has a [CoordinateTransformIndex](https://xarray-indexes.readthedocs.io/blocks/transform.html) to handle this type of on-demand lookup of coordinate positions. ### Xarray RangeIndex -A simple special case of `CoordinateTransformIndex` is a `RangeIndex` where coordinates are even simplier and can be definied by a start, stop, and uniform step size. `Pandas.RangeIndex` only supports _integers_, whereas Xarray handles floating-point values. Coordinate look-up is performed on-the-fly rather than loading all values into memory up-front when creating a Dataset, which is critical for the example below that has a coordinate array of 7TB! +A simple special case of `CoordinateTransformIndex` is a `RangeIndex` where coordinates can be defined by a start, stop, and uniform step size. `Pandas.RangeIndex` only supports _integers_, whereas Xarray handles floating-point values. Coordinate look-up is performed on-the-fly rather than loading all values into memory up-front when creating a Dataset, which is critical for the example below that has a coordinate array of 7TB! ```python from xarray.indexes import RangeIndex -index = RangeIndex.arange(0.0, 1000.0, 1e-9, dim='x') # 7TB coordinate array +index = RangeIndex.arange(0.0, 1000.0, 1e-9, dim='x') # 7TB coordinate array! ds = xr.Dataset(coords=xr.Coordinates.from_xindex(index)) ds ``` +Selection preserves the RangeIndex and does not require loading all the coordinates into memory. + ``` sliced = ds.isel(x=slice(1_000, 50_000, 100)) sliced.x @@ -92,47 +89,17 @@ sliced.x -### Xarray NDPointIndex - -TODO - ## Third-party custom Indexes -A lot of work over the last several years has gone into the nuts and bolts of Xarray to make it possible to plug in new Indexes. Here we'll highlight a few examples! - -### XProj CRSIndex - -> real-world datasets are usually more than just raw numbers; they have labels which encode information about how the array values map to locations in space, time, etc. [Xarray Docs](https://docs.xarray.dev/en/stable/getting-started-guide/why-xarray.html#what-labels-enable) - -We often think about metadata providing context for _measurement values_ but metadata is also critical for coordinates! -In particular, to align two different datasets we must ask if the coordinates are in the same coordinate system. -In other words, do they share the same origin and scale? - -There are currently over 7000 commonly used [Coordinate Reference Systems (CRS)](https://spatialreference.org/ref/epsg/) for geospatial data in the authoritative EPSG database! -And of course an infinite number of custom-defined CRSs. -[xproj.CRSIndex](https://xproj.readthedocs.io/en/latest/) gives Xarray objects an automatic awareness of the coordinate reference system operations like `xr.align()` no longer succeed when they should raise an error: - -```python -from xproj import CRSIndex -lons1 = np.arange(-125, -120, 1) -lons2 = np.arange(-122, -118, 1) -ds1 = xr.Dataset(coords={'longitude': lons1}).proj.assign_crs(crs=4267) -ds2 = xr.Dataset(coords={'longitude': lons2}).proj.assign_crs(crs=4326) -ds1 + ds2 -``` - -```pytb -MergeError: conflicting values/indexes on objects to be combined for coordinate 'crs' -``` +In addition to a few new built-in indexes, Xarray can be extended by third party indexes defined outside of the core codebase. This capability is very important to support a multitude of domain-specific data structures. ### Rasterix RasterIndex Earlier we mentioned that coordinates often have a _functional representation_. -For 2D geospatial raster images, this function often takes the form of an [Affine Transform](https://en.wikipedia.org/wiki/Affine_transformation). -This how the [rasterix RasterIndex](https://github.com/xarray-contrib/rasterix) computes coordinates rather than storing them all in memory. -Also alignment by comparing transforms minimizes common errors due to floating point mismatches. +For 2D raster images, this function often takes the form of an [Affine Transform](https://en.wikipedia.org/wiki/Affine_transformation). +The [rasterix](https://github.com/xarray-contrib/rasterix) library extends Xarray with a `RasterIndex` which computes coordinates for geospatial images such as GeoTiffs via Affine Transform. -Below is a simple example of slicing a large mosaic of GeoTiffs without ever loading the coordiantes into memory, note that a new Affine is defined after the slicing operation: +Below is a simple example of slicing a large mosaic of GeoTiffs without ever loading the coordinates into memory, note that a new Affine is defined after the slicing operation: ```python # 811816322401 values! @@ -160,12 +127,38 @@ Original geotransform: | 0.00, 0.00,-180.00| | 0.00,-0.00, 84.00| | 0.00, 0.00, 1.00| + Sliced geotransform: | 0.00, 0.00,-122.40| | 0.00,-0.00,-47.10| | 0.00, 0.00, 1.00| ``` +### XProj CRSIndex + +> real-world datasets are usually more than just raw numbers; they have labels which encode information about how the array values map to locations in space, time, etc. [Xarray Docs](https://docs.xarray.dev/en/stable/getting-started-guide/why-xarray.html#what-labels-enable) + +We often think about metadata providing context for _measurement values_ but metadata is also critical for coordinates! +In particular, to align two different datasets we must ask if the coordinates are in the same coordinate system. +In other words, do they share the same origin and scale? + +There are currently over 7000 commonly used [Coordinate Reference Systems (CRS)](https://spatialreference.org/ref/epsg/) for geospatial data in the authoritative EPSG database! +And of course an infinite number of custom-defined CRSs. +[xproj.CRSIndex](https://xproj.readthedocs.io/en/latest/) gives Xarray objects an automatic awareness of the coordinate reference system operations like `xr.align()`, which can raise an an informative error when there is a CRS mismatch: + +```python +from xproj import CRSIndex +lons1 = np.arange(-125, -120, 1) +lons2 = np.arange(-122, -118, 1) +ds1 = xr.Dataset(coords={'longitude': lons1}).proj.assign_crs(crs=4267) +ds2 = xr.Dataset(coords={'longitude': lons2}).proj.assign_crs(crs=4326) +ds1 + ds2 +``` + +```pytb +MergeError: conflicting values/indexes on objects to be combined for coordinate 'crs' +``` + ### XVec GeometryIndex A "vector data cube" is an n-D array that has at least one dimension indexed by a 2-D array of vector geometries. @@ -209,17 +202,15 @@ subset['population'].xvec.plot(col='year');

-### Discrete Global Grid Systems with xdggs.DGGSIndex - -https://xarray-indexes.readthedocs.io/earth/xdggs.html +### Even more examples! -TODO +Be sure to check out the [Gallery of Custom Index Examples](https://xarray-indexes.readthedocs.io) for more detailed examples of all the indexes mentioned in this post and more! ## What's next? While we're extremely excited about what can _already_ be accomplished with the new indexing capabilities, there are plenty of exciting ideas for future work. + Have an idea for your own custom index? Check out [this section of the Xarray documentation](https://docs.xarray.dev/en/stable/internals/how-to-create-custom-index.html). -Also check out the [Xarray API Docs](https://docs.xarray.dev/en/latest/api/indexes.html) and [A Gallery of Custom Index Examples](https://xarray-indexes.readthedocs.io)! ## Acknowledgments From 051ea8d608303d36c7665194ddf0d966d2004433 Mon Sep 17 00:00:00 2001 From: Scott Henderson <3924836+scottyhq@users.noreply.github.com> Date: Tue, 12 Aug 2025 19:16:19 -0700 Subject: [PATCH 7/8] labeled schematic figure --- .../posts/flexible-indexing/summary-slide.png | Bin 0 -> 585244 bytes .../xarray-dataset-diagram-new.webp | Bin 75284 -> 0 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 public/posts/flexible-indexing/summary-slide.png delete mode 100644 public/posts/flexible-indexing/xarray-dataset-diagram-new.webp diff --git a/public/posts/flexible-indexing/summary-slide.png b/public/posts/flexible-indexing/summary-slide.png new file mode 100644 index 0000000000000000000000000000000000000000..35300973eed36e0cbf5ff1e48e23f07f26647f3f GIT binary patch literal 585244 zcmeFZWk6iZvM`DU2o^$uy99!}yAy&1cO3?TyAA{o?ml<|A-KDR;5xXwI}ENL$=>JQ z^Um4#-TS`%guZMUK66EAdUW<;5iHo47#k0#0MA{R0kLs#4O}z zPdV9a(G4&#Xz~`~;!3jO;$%t=wq_Pq02mmVkOU1RO_g4p44n_;2*?s5@3!S%#Jm)F zhs<~uNk&JG^5R`MifCsfL&@^2Btm~^$%j{S&wGr;^_&69`=IiyoT9KjV~xcCn1+4& zrL?0o{>S^R0pTq$zvB@x%(k9a0SE2`0-0hga~S#sP+md7D8>T@Kl&3B8C*Pbv>Y!4 zvI3L1a&feA&iRRUt{>xFvCqZhR1Wp4UPKr&$cuc`4L^a;J_sJuv;3JlE!O$|{V9e69vddw`W>rXABRDV( z;2Vkw$Yv0B6Rw&B-hE>Ej7~ljy)G4mIr9qe**~6(#m795CleR5oa84bg}dQ=^q~Dr z`1Fc?p>xe+)ay}mLUUdrl~B+$>Nd>5 zKcNZ#=gFyG-AXy)wVnOgiGuZU7Lr z{cc3XuVo+kgzH|9J9XaM+kV4HuzzC%Lu7}`gNbw*$lfTH$iH68Mqi{n>l3zINW)<& zZJ(1B&-zL@bZ|R{z=fcMlCDqJC!I8*bcgbKGx97vBlA}6BCrgd&^iPZM*MTgkfzL0 zlYSCGbDFgX-?BTB_M|7&lcR1m2pC3uMuW5)uFr0eQN$MKknfRCk{|WG#S60UwPChC z6g?CZ!d`i*MRe8qqTKDJ?;1~HWn3jaOy5z|?)e3s*>R&E%Ur9SoHu;i?Q~mPo1#J8 zhzZQTYj9~mhXD^E*Im^&Si6fd5psGZ`?^!HPqr9*^PrnHykvMnyeM`%c>Oj^1V5!0 zh^wM($}P?0EIjI|77 z1u1VhSY(Jiy+?jsXw?5Mq)D1pm3TrlLW$l5O+a3ids^iE&;sd{+M$r8<{1bP%|KwfMGuxkvD@iA}Zln(>B9wS9_fawsNQ~IX<5u zsfZ}RL7oL^$Eh+@Y$1~pu64L^Au~Vge{TF7{Mr0-?We-3xUq1E#3;>7T$8LamC)Nv zRk2x_S$RIG28rD_&D4c4@;yWAWDd`@#F!|O;`Vx^dy{$;dq`6M@j|-1qCSu?%z7Ug-qZSsC_$7;V*PC zI7n}(X-MbO5LDC4ZV>||-PoU}?UtHzq`n@EN)+qQFV316RTw>lEPiC+AmVf*5Q_*T zP$P&SNaD~RdFv#{7c3N^FTqJbnzrm zj7;3R_$62+a(Z*R!u9oyz4HX~9`lUzWAohg2Ee_t+?oCvpdd2I0|~02w&0?BgZri@ z$?;uBe>;75;n3a=)t+pQEdLw9GcM?+r!DmG)ad%lwb#+uhUISmW$^`Q8F)x@Hn(#b zVA9{axxd+T?0TAXO?v9nalSsZMS|G|=Li1|o)4}X9vhAx{s=Jz5%6pR=^U}~*)X~g zi5M~psurfkq# z?;3l5G*F!)sMVsiq19|$QupDGji1WX@*)lV4XnotUoTtl3GH#Wa1W-QjV0T`DP4_R6g@SXNO|J9bfDE%L9dHj^`} z9WGC+v>J;0k@bUgbJY>iac(nZNJrr4!E5Nw8Z{bm2Xz)Fm6<_*x|!BZdC+)w72Mg1 z!~44U?Tw}EXl$Z!?y6)bW-H1=UW-Jogt`N$U~05@X>}>I^+1!$ex?hMDHr&)HJ&#i zAqk|*r1{YAirrFpWn(DW6&jgfLtk4&Q4(9!P&4c5JV;Q?8E8pT5}`R)7g=56v|zB8 zUn;C|_@Tua-r3(+Ttm`L5-JrIQOM<8H1NGid&8jGHEtyjkhW-rW7AUAX)D*Eo?8si zS@L0ic<8EGwvL!kpV*iSnM17+UW}<*8^GKr{pd=t&oFmwkz}f&A#XKUpnW+z%h%D6 zaBkk5(*kteJq+`NyWrsF;jo(PpVz6u+*jH6tP!?;tcEv2n#HKVc|eB({9qnxL>~-D^VYt{7%^*txoclgi(mkuIO0v(SGM-5j%y3 zq({!thaH1`j2=gw77x5k8ZB?L4fK2j z$5$pHZteGCP|2t;#`HM8DE-rBr&Wixjm*;H5^yVldo@)1M>XM;N~!C@i$ymN_RGzF z9mHCpd3~o~yZp0~&4p9Xpv&(*mG{=RNjg(8x3HIUq(24g?v;*@uPLu{qZT@&ETZ}| zlLZPuyLVO9G~c#XE8h+`WXfgwY%^Z#?On<hC5dNf&&MoEP^nZQm{Jwidg0d%JFeMsI0I%|KM3qASzef(^&%Eq-`+c=!)3;lfw+ zpI|p2Z{R-(yTXddJ^KVZ95Md(J9NcRR24WYitvD~o=%PwMhJs`oGFxt`>>#kWVnO@ zQM!=2lDQOLGG9q)cwz6^La}%WaU4!o_{VSW9g6ww{Crd#JO?f3U zaa#uf85a`^6AOjVb22hA0S8kvz7G;oe}X@K6QnSAaE0oUnPHl{T|mJ=mdT>#;0WA2C&kU zu&{n2^;6e`*m&7l1b*ZBx1#^-=^vnKjsOR7Tk9uCC!zmj)}O%tT==hmzj12)Cr(xl zj{gVFe=7PX&|ib#`v7pXwQ~MNL^T@=Cm}Wg=D*7RS17Ij1QU8f_9xIk=l&~%=3hem zbMC)FC^}d?5yI$K*MwOA#PH8~f7TaZ{>A)%5{5q{?RV~zs0lq6VEzxW6?&e*znWz8MK-&7aI?bKLntAF4*&8xx8%_kQ7qEZpqD}rpRFC?sWG>_r^5?&G z5!FvT``hF(gmYMD!mG2PfukV%TbIMSI^o|W%?n>Yl%AMI!{vtbzeyV8o){hLzbQE) z2+yB5e(2}B=khm6L-8ay)qhWFo+$gjg7aU`yZ;rO|Cg!vzk>6>g7bf+eg0Q){#S7R z{}mh&SMtA5Y`zLq$H{8Dz6+kYgTYZ!{E?(lF2wv;8jhx!i;!$hUas*d4D!-Qb!v9eqcD;CyFFyp7`B`t|}3hIW`=S1jKN& zvuO?4^$*UmmX4D2Q~-zH#y??|SR2gV<)(=U3%b~ycvG#++Ap?zl_H%(YCTI(EbK*P zqj9U45gK&1kI%m&PcXu4qjBG0xvP@6_0?fr(XjKuA966~+IiFwY0{l5ZLPpNOQg{a zcGPXQ`dM~|n$7=N1Qms0v6A^FN^LJEV)N&MOxLvMNh5onltu)>;x@~DaTwOLAvDCm zY6i=i--Th;`^?R07b2ajj05ut`q@4})I`TpWd#yvZyK98>T(`>x zyQ8FU6*9t~UF>5;QDWa-hGlTu>vFU`Fxu1DJ(e^>{1!Y{?NiRtecg(zN2mos1K-TM zmVFO#$6}r=Bw}e8`dRBa7b(nxInv8U{^HE-g=QU&JliF6@cHXu0^v6VORcuu6Z{1u zhif!e^D{WsydE5fG*KD6*jQ}?9s42>J z+p@QpNVM@GOB2}f`>pKO4rhM7YkR~wN0Q4Z2#2*+g_$}ne6v7N*mKip{9XfYC>*c; z1pJpH{-CxHX_AnZv*Xn5Bpp|Yh&MMp4v!EpJ|tRSkU#J6`)6b-1aISK`@_ObeAoG7 z!&9m3mtj_VlsmHsB&@G{rx;boetQW+KuTF^_@^w=lYD9aLy z?D$j#v-q=m>SBF{6aQn=Hey_tbZM&4*EOQlN8tVDwvHvY1OnCsw%=#XR$Ufzk*D^W z|H`<2k}Rjj-Yjo4RD0==e(nL1(8h=?9raMe(rn@aq>HB3YY zOVf6*AWEoCU`XspCfQB{LQAWW+}V;PHy2ufF9v_#h*^)7YYPA& z;ZMH`2BD|v-Zk%%$CPhO>W2a*re@F%Z%uy(a(^;if#UL-T%t6p>rtUkTYYO8KQ6v` zHB?DOl}`kLFBGPx`f{n2O52j3jN_#-hyB^%M6nJyy8%*ua8~O%z$INKmrJI)>(3bV z32%~FFd@Dmous^v?%&kRh$J#?po1(4hfW4)ip^g5gTvN=N8L0k>F4e5{czIi(ohK5M#Y^ zNGHc&z8QJYsEavePcedn;B9sEX|GO6i+t#MGBqN>VCRxa%CM9d=+h6b(*yYPhTj{m z;Y@WngMTw$1efeM;q@NaRnt`O<_KfRRS!mIfo{=u=#WWaz8BGErisy*h9?C1v&a6Glr%PqaK2O#D-H#Qye)7Q@5rzZy=eSEP zd^UQSYY(GMbWvvGLdoC&Z$!9ENoRofYrFnzZPzS&AG=qbYRwg)1G)*iJ>v~yY*=y< zS=cDidLdS-LO+J+USe%i!S!E|B9}x)!HXQrI~iM`yqNc64~Uv?9JBS_bF?O=|4sZ6 zeT3vd=HqcsD?ty2S+8|-PqnJH(Z#*qIN)-jCtVp|L&DRbFc7?!u2pJGG8I3`U`P(_ z$C{GU;7v&PEHh&L)p|!u3d`$|w45?uZ=xY>3hqp?nL5FyCi_nDH17DAHd&R}Bd98a zN|d$Pc>HG(K{);a^0_e}XUi-8r&AM8!w5J_nL8J9GFI8HaOU&6sY2WfD3x^~5hjTr zZ0v_SDhsv6L_T}IFB0_YOZZ z7*+FWCs9S_scp+CN3?8jSrL()dY_FU(#hNTm;QvsYN6S2!=il)TT%EG%g?_mPgcCF zc^Ey#m4p}chT@Y5#h>C%?r8tb0;Jt~5Wu3A^%0bD6Ncm%6aDOR#{jYY%|TR zT7@715BE7XTj@0F6eG$A3PQWJ@}Ljb*co$kG+R4BZv?kDX&9uOCeRZ%nxMsnhECAb zv^OZ1bu#MpTN?N|q#%+IWG4#WxEk@$(rC_O<+LR8!xcG&?xdJDL!GGK>N7@K{73iD z0~t1#NJf>+Q`Siw+QBjAERadVA!o*I!wWUBbxXQAd?)*6xw^SzZ84@~|& zqe3oUEMofZ2;!Y|%yi@_w-W!lb=fK1MBw#%$LwB(qGSvfq`igpMvKej_$|A=DLW0R2?fe~@A z>|Rk60iRvOOWPpxr&Gd}AY5ed;Dg*ZX16nl8!a~)yDEAhSOQN_zYl&IPrJn z{(^u1YM=QIk=uE1sY-HMaQgO3qb0>mtdQRgfXQsNj}7%`Y?wsz4ln0xc^a(e6oTn@ zU;Jv3HmI$YNe>I;GV{GbVLsk?$wZ zdsS$V1u|%(-y;p)^B?GZjpcR(px=?1${c3P*2k(?bN2 zZfTyh#n}B1Rr=qB0|8_s&1iv2_;)B^SN&J_=S{p1G-giEF1zhLt(ICuXAaruq~`R@ z#$s|80gEr~A}{5g{C=^LgX}o@-r7;bplV~g{FnWRUQ#6d=WGxWLMS2Rrz4mx%s&XK zWSX_RlIchbKbWHNI0(0ZY)}Ss3Mlxzg2j@NHXK{|bY3<{^P4aKT~{eadVldaPto-z z%NL@S8&qqt(`Zx9O?tvDW-IK{vviPLXHp$c4l)18J8=pFidVXOMo zCi!GKKRO)%AbxtD6hty98b^HI6dwEK-8ssjTZvo-$IGjS`&DN(ZVI(uJ*t0+jDjZM zar6GCf*QQ%MNhR=L)~AklK-}DR)s#XT}M*?@*oz0MdY^6H!j~x5%OD*qu=^Qw}ioc zd+a-7-8TM%v9Jhs!z~W$$5+^P4GK?dS5I`?%Gkr6koLibw_w=$>Rob@RW zU`GkOBo+j{;q%yh?=&DJFy_6`DDCfY{`uL(wiaJTl)#1N**8#yjpMlIa0oV}C5|Td za4Ve@eP?1!sQI17qgnAYpASTu|b zJ^&F(NT$(}%|fowLZc+eb9&fjAqP6FA{>Lb=ThHgqCNsoqbS)JmHBx{;KH1vZfoW; zjSEsDmL5rU)KCpwoAengL7Kf4>e-zdo^8-}pB@vm5x`6rA|~c)u{*Fn_~LU(V*dzP zs&i3!guL3vBJ?qoCiS|DVTbHUlSDMk+%e!A1YaCZToA>T2b~1*s=8X@f~+3Klghii zM_a4LG_h+v3Ar(~LCO3qK$+e4;YBW&cd6J}j3cfiOv}jJH){`F(U}M1Z&IhY?vQ8a zjP`&jg%uB3K6n7fiFU5XLpqZw*-1lnSIxHNFXwT{mReolC*?fj`R$UaDWN|7`pT;> z18EIscrCoSap8R{WK2lhGc%ptCBbFpGeMC8em=t-_1=vjjY8MnamJQwC8y<)8`Io3 zBCY#~8=|Un*dwC~814pUEQOtHl za#D6jHhQ(^f|nNCkr|OMBGe|JW+2t>Q!)C4&-KfL)NY!im)0Si^CpwFBi`oH+jxDG zk#1Wl8o*{QY3azt&zx9$d}lun1cU+M{5Yk9)-77qOr)lu&0`GBq{f!=@Q7_h*KFLX zi;mf5hxAPkVq%RTXwPP7r>n)-saZ=o*ub@EL=3KXsXsKZp_wsZB6xI;}nv) zN11k}+=qa--zy&|!d=5RictG*!u1y4E&?`b1xo$%6+2s4wq@O1LgZ=WKuK~bPT{{b zxd;%;+%`-MC>X}1MffW9vD!?$>a;Ce^E%=EwDj2_v7V5F=2^IXZZ0e6c75pC#@v$w z^!aeHo`2STU!tiD*dDfG_O$px=$VtPo*geLY=|fi1`vLIU#%o;U}RKwF=DheX2(W6 zQ|o&8oOHLs>#^PZ`e|Li>5$Gr503m9G$w^8SS!RJAlaR9bXk#pl4GJ~EbfnFjrEo-2hCxB}-- zcG>83RkmGVBGnbTC^ZmzN2nl%xj#$DIOjvA?K+ZCAgD2Gz}SA(cFWo)lzTu73Y`Fe zS*en+Gp zQ}SdEO0~CXh#(v$vRu<>z3VRBb*Q@|^lyi6yp$@$B#Gpj^=yIMluB8ryF`k))kO^A zViFP!lCmn&62m__Yj!%-cJTaa$BX9nYMJ*@%cqX$cAreOcOcyo%aK< zH-j*Bh;ff*aEr?_@y_vW?Jg{-s$Sn_~bIXkIddt6b_s1 zNq@s!nn>fPniA#B3{SfQo86;i3fy{kUCh-Sh1X2G)l6)DLbeWM1@oerxE2O*l{p>F zJeWibUc2Ms36mDEPEr9RW(0+7P`MtrmxT38SuWOlS?XO2eNOKV=jv(vCin=u?dFT9 zd6qgI)pT%A98-&hGmIVYU0nLs7L51xO%B}YL8kK>BvHh&A6dWMVRXN}k(r!1uIuT7 zh6SPb0tS1gYxl0~9pStjmZat|uqL(h89xn4BA;bPo^iVO>RY;oYn_3L=;MHpqQ|ub zfKXs1Ho&x~;p4a+P)}U{{OxK3zxDgaBWJ>=@WHqnaTq*?CMi2^DgbmWm-pVu+blfa zb&e>V)j3!X_Z}5`_K_G3>c|5%8uVD0RzAT?l?35y9L`nKXj>jp?WKE|xGSQX8H3sg zw#4@GZCQw?zQH-^k~^Cc*ZrLA2tU|{i#_?KU90SFotE>nogMooQxAKXgm1cQy!|Uz z->PmekJzmia5(be>m)dxmD6RrW-DP^FvG_B^TjxdSejm4_hbMPM)zG+R5+TPCIrgIAet;NmC6 zDMH-Fo=VflTY%g1^$^SSb;P(|wbB_LiQLrmq;v2N;@V0aoXhbnCNcu`re||Tz+QtZCOu+Q06{4Q}k+?vcl14 zQAOR?EK>#CL(~FpH3CzW(7{TNi~b@TmG_FXLqD$UrXuxDh``qeOqGNO6ub$F9U0yGtPxFWMSrR*m&WkJxbOZNn`LVq?B{UAdz5 zMV7k>?Hisq1e^HVJ|q?A4?<@FH5XgNo)zlXQyQiZzSdFBLN`BTFH%g_o={_V^R&c-6#Rz%h>8eFj`KDu& z|0%4z&5PYFrO2MH6Vr}TG}v0}tx}X<%7Dq&w)LJzhvX(EC!i)mF!g*-L8tQc{YuBp z*^GJyaQ3FGZuFJfp21S^WsGYa=cbt@<+NPnbUuV2ZVR5&sjG;6EA`>K8W;9WV&*io zad>}oAlO``3b+}u9iJ)e-c+lQa(VR>cpDldlut66D&n{OQd)rt?XpbaP94ncx!jpj ztT?f?^O&~!7VbJ8RZc`KPbqsRnKujG`H;r0&*mlb7T$U!ZUnP(Q#2_sBfw=|##XV} zeHdE@!-UtvbGGUqXI^xX!9Xo6f?`6wl5CR?FRu#uaU^uCjxVvmVUG{ruZ8mC52q2i zPVT4u`w96x%f5MUob^IbX%u^`S^eV{w-QT3DdG1-e_UNmK{uyO9n1&CHNk8tkBc{h zSdq=eI5>Q`$>IY?dOVC=IA&TT@z7eEIg95<3*{XOsg^1VVAxWQHO{bY0d|fYxBGE% z`c=daxopE6Uk42a(_YhO5)uddt{v)DN4Z!DQF;T>uft;s;XBl348l4{>> zq;RPWXe73ty7mnj?@6k>8P}`Ji3UvxhS4cH-rV1uA-*ipOnhF`(2sRI9D}8fvN>i=q!No4PpH5<6LAOMqKsK@D2ZB82!NXNh-by z7_6=2;q~P5FLt_3oV|tEDyC~f1zx=uuD-m*#rdKv7xDr6g}`7m^Vl1kDi-*tzBZ|N z6DkrhSA3K=IOY?0q0<|vEb$`T@xK0n{lI%6BQ*dnNfc%ygVRrF|nUXgSInP@b0}=O-HEnfzSu}GE?WN%+;qG)u|7DX@ z_ZW?FS!emne4|ODL83rHz0w=o@Qo(dvji<3XY7G9(!xm~*BkYusmmpviRN)4nB>AQ zAkyuATEwOsFIPHGXG+6aea3GpFWc~5zuy?_;&2YWAMPq_-G*`*+ ziAYeUFrthHFMBCF^JGG9vXFbv0L+dOZ>%>(Cn)WFjhu5^UVLJAEbGGbO(<`sbw{qG zW-DkBo~Bvbq4oSVsrJpx@1s|2Tg-fqqLyr1;=A6drV+G9@qP!UDy1 z%HB4{(P9zVzKvH!-C_f?%DRZQ#%S=bdh^74?Y9S;1Vh#zs=b9w=4m~HaJlw#wSdP$ z*@SsMD6gGh6baesCW%+pm8(WDM@U(^MY-P@I;&d>?EbiYQQB{v5tpRG?(1iJ)v33* zjV$DG^cwmxL;6C7=)tGX-jYrS(*wotlXu4?nfp#~>+#cWR5zFKNkUrDVG*GY`IGXd z!H;^{Nh&oHNl>geX(A%6&$welvO8LbZXVU40I;5EJNkBb zvc{x?l&xygZfkq2EAcIY!k)!cSMT}TtyaM*w#f*ZrHPx~*)3b9#&0Xh+IvmWM=#`ESm{9Z2JAD9=}Z)~ zwl``4hLk^p0TGC{+%KIJd`ul5rG{BjxY_jMrdd>zx!FpyT0eemrhF@GRYs3Z7Sb#j zF|7oApnx|ahVz(f+LUJk=o&Rl-wp}c z)KvV?g7)a${ne3@&G5_X_|YZpMpk{Vug&VkQ2Qdc6nxc8PNVlsVICBBkB;Xz+O^)J zt~?y`JU&BlEnBEyna?aVxh9EzCl3eEtw}2bt;PIP?WSOELhSfFTK$Tbe#rW!?YKO{ zYD^M+t346e3y+$rLc^@Z?FIPkXdk$fV@ODNXyWC2yie5k!e&CUtbTCmkb?R)OQs!nujtSY%$d8^sJ>d)Bocn^jbSZ7)k=-+>D zrLkP9owBLW6DT?wsDKtVU@4@uTCY)nK1YeWrV!W9Ai`509&jCIEqA0eB8$F#c-+)a zu8#xcR$vR9h!X;lPc7pY${?J&k5adFLoTpx<-D&qs^ic@T{o3YqkGF|y4AW0ZUfDV zJZq}&tL9!j)DG&Qs5@YV@7aQ#efzW9yIF8^-kTEjt0k`=M{SM?P!BdQ-EP2&qFE>qj!Qds1=L3!j3=?_qEB zHF^G~HwH!}-h>yTbT|@Amd-+tcGyZWa(m1{L}easi=&#pvx)b8?In`~0e?^UWk|mM zHI@Iu46CzcfVi9Xn&F3G_r!ycYx+iA4(tqpcF&^p-n`@l7PB=8kxad+7fNTv)r7`t zrWu!ckvxKH93KKIC5juOc^?Tc_E~&rR`&*lq+Xjh-!x-N{geNCs~NI~>UQW`-2 zDosepgVo`{fNN?0Xbd6nku({4G0bRAUko*+W+y5|rlO3Ai1N-qB{=uCrIEJjq6FKt zTCOSU?-9-7J2p|UGe8wK%593z2k;G$-&4V$1=qS@@3YyqIEpqAid9yqOkL`*vAa|k z;GDq^0Lm=^7E7W&Vz&hoj~Yqjdp={4BMIJfU0Q6jo8+csKGoF2?GGvHWv_k4l$WHI zF7sx_#uh79u1)2nXbxkGLQWFNRs{kF25l=(>kyn+fL`uM1NbN8B0kcii2{Mwt6|pC z%zoIXXyM+E_j2HSa(&we`u*JxjMGAz{;am9H2n;L#0QV&7vTe2ubBW6!{VeO(Uv4X znnIk%E4zWhwjWjX&!`Lxs)w%Yxf|3gTg&CzY*R`C9%zSM=8K4K8vpR@d4F$(gC+O) zzWzu_w&w9dcsjf6Ijh#=6q*YzTs{-w8bf6~6`*eq*=Fxo=QD^zBn$Gc5iW>FVxYS* z>qfNPaF@J~G{)(U9|Azs5{!Axsh~&FFvw z$PP1%&MHubHI@L3@=pCxKqovF%3mBm>Q0$UQ7hTSXabSLZ(RI+sNI$4P z*A7|^WuJ|k4@M6X;$k+kx=MMQTa%JY^DItiGhiu1%;%aH_2H%h!2g4s%9hvLM)zmk z^QU+GaMho6k2gLt`aT21o5=d;9nEGhu_uYtU&<0n+s-sCRCp0He!*1e3-dk3HTz6$ z&Tv$mZf|$Rd*7P_IH?Ic1GuBM1n!rdm=Idl5b=^^BY!E;>SmUt z20=c${qw%DB#H^fp2_Bk>E5aPmK%`O?loj7@OXKlWg6@fe0g}_#CN|qrCt)2iHNaV zgpPW;64~E9j}zQ)e}4lw++If@Tl4SvyxCxh4^_Ld0vBOtgFquhN6Cdi-c0J~1fkfh zOR0OIgPS$3#O11P&)Bac8cP<9E@feg&PuY0mjz8Y&>5dv;+>WX2WzIij6Tm3erE|_ zkhkGQbbHF6;`bw!qopEcJh@XlzRsB_Z$f{8nUz>~K1&KG{+1uJ@thwge>A0Wk{`Vo zrerp{%Nmw=6wQGPKhi=u%Cu!c=eLc1MMa-Y>|@bMP}(13A1`DklLl1yI?5y6Jk{lK zcFi-mN!_G4AU%EW$0?$2Nzm6nl!b8E*!M1te$kL0LH)2KNFNH{1si<9(Ea7h`=(Mk z`6&N5vkg#OYyN$R&2uDezoY4t7*5j|DEAqZN9J2*Cen&W92jsRZNYxfdI zb0ANcqi|Pl)A=!iUCeq2uk_^Jr1o&cQBBGqA|a|}*UDsMm{;U^-};T9LWWSJkAO7z z6Fnl*k4tSG?efRy%9i}oJE>L^L8>&q$W>@CX1~0mw%)VN1X4G{-kCNvov2Of@Re|* zar+$Jj-WRr#`{;v2hqE$9P)aTGYX0OLJ(o;#_1$$khrHk)>+zA^5EP4>yPIk$k)@z zh8_hSVUB*GBZqW#;tqaU7ZYz+ZISI>Ejlc-kq&-@`tA{vvPw*x1{#J2D*$#h|Qk z>+LjmtD#FPbIJmsGYN_X&zbk!P z%er_|;kEz1Af4^ zu|{{OdVEqvjM0~vFV5?ErPrx%Z>A3y9A(T^i)ij6ZbyPgGRy9D^f4-XBix4{CtjJ; zYJ|Sb=+rZF0_d2s(YeG@iIQm@buIru21>CZmk2sdzjEwIssQ;$DeTv^;xL!+V+12vJ;<|HQ7Y{)1ENa+zVJ@uD{ejW%%RG~F|f zwMy^R4?Ov$T0_|?x-CwedpOGg6tgxe_Sd7&rES7%NcEc-emQ=OnMo@n{w8m=LiLE@ zSTtF?87sqg=lESHtkt_J6*Bu*&uwEOXvLgs!VNYe zHDZtlbMicbYF=|jX1gO}So19Dnxr&+L^NiJdXRR6d$TOSoZZ61_%a~Dbp*ZL>5Q{D zd6=Z;oJT=z`)eM?fDhxq)h)WtUYBK46Uk!z9-H)%u|kRL3(pjydX(qa$E(2%mUiBe zwG(cv+iN2cLzJlZj8nGNl&(Zd6?PUQv#Hk{{Fr7NW!i&{pMBP7J0huha$ivoM3}c? z-(325MJ8S>7VUt*dMPxq>y#;!C6%tk-J**p0*FJ~om&|FTvvbs-h=G9H`A50z%gy` zh~(PO5J$pxe+0cRue+dCk@GB%Ktf9BBtG_;pCg{u76cPWUgQp%b#WM`Ag*6q$M52f zTIZ1kefN0@4oeR#nkd;z-L>Sn;dYE*P92-lu&NEB*i+MbL-YpU5t50GJcF?Z0_%WW z*m(>U28XMu)MSt0p=OH{O}FI~#8f-j_N$A^%aH})oK?h|A5FP05~^#2Zet<}g-*X| zc~y?rsx79ucK{QM9cB^fc%#ZG!`791&*^+}#(tE~aFT&9yqbAor?lhL^=rdhvB@r& zQ6y!yEZOUnJ5*3z(a8zO7k0v zF+%jd84_tbj@}hyb;fsPduzy1-jP{b0+Xs|?FgyanAU;E4=T_0)dwD-Xe<_z_fCp` zoK1Lo0V+5>uTp}H7#7NSg2P7S{UgU~j4smt)k7KYOaSes!mMezc4$wZ7D#c)C)kwq zhuvL?Ck`Uu3zX5Ic+K8}+>r(~tEyt5;?>o=*pR60eb>cG7K-n6$k}?{^K4RESVV37 zXZ0I}Yx}!91q~2Q;~+R3QM?r$YFhTk!hdysudo!_~`b~fuHUuQf6%JWnpkfUJyU!-6ID7m?)?z1aMYQ`cAKlqUJk@%KxNi zYjL7`)YfY^`}KrD(#;YNlh;qSg)yc+3e!EZe)UO(4O$#~F7cDekL^4Pn?N?cfae(F zrnXiIq7@bMv|sH>PKYsUNTExof~G^7T9bWCy=+~09qN^xmt6_eA;!{p2EaZV{p>m) zh;38<=Az`Fa&j6q{&;BNM(NQ{?JZKqwq(~520w9_F8rx|W$SVhq0uH`vg7Savpc|p z7S44bV)m$zHfw&rpJ+wiMZLNMhG<*S$~N}tt1~%Mjp8Ae{;O_2t|RO00>b-|ZuzN% zsUh3}R89Y`_IXC|@CQXAhGd<}PAC1B&?<)ACDfiF0_`{9{iJA4XXwqqTqvGS53Nh$ zdE9w&#L(cXZTT9s{{4-XZt27nnZM09CW5Uc7d#qERk<&hkmu@X{l$yooj2 zViV{C2JmMTvsOk3`j4+g0>Q22pDd>8Yx+6+J5HY8`LYEMI8McTYyex3 z6*Cv;Vl4xU6d}r+oS9_i9kuVDBKr5x=**P+?x~UkodJuv6J?E2 zJ6zWKo0PM~&pKourR?x(kPHM}a!)yKbYdaGrI%rzm5ZR@osZ&P@&pMB=e9)$CzyQ= zk2Eoee6<4S*d@*qmH8l{ONt~SdxMlAnZBwId276X}$r$PrWQQpj>=K&I z+2858U-l98C0Hg5hvIC-?Mn4T0ZT$4PQHp3NTyNq6eegtAJL7n41S>B>vV@ZV^x7Q z!RsifG$+?_`ONlBi?_EVSPW6plzt-s-(8t6+CD!$kQHW)z(iRqz{;FFB~e?=yTT!0 zXy%lGeQtzp$c!5B9PfM47&pAXRL`i?V{$%RT?Lq_)nwfG)|S+WX^UP9@Xl!QB(f2= z#x%S@1GxF=%o2bDr*0R!l1}#_*>TPASiC>aplZI+($!`t&0-f0d(xk2h;wTz7Mn(X zC)4ZD0;zwMTaHb*lKGivv^gh72|Mn5z3zk7iY3195O zBwqV@jRe;EfGLgG&zE4r-m(u$sK;O0S{^rjd!YBc*8vPj!E4zeY~8JI6fb5&C`Nyu zIWW7O%O&;dK-Cwjs2-WJouys8R(k#(&vvH%Ti}BM#PvP!MAGrWA(?LSyV$X7k*#~T z-NmjdITobQ4rQ6NBtWGYyDs zt)aZci0q^<%(yVh-6J#Hqs|P9ww8^4Gx^O~MS?!)B;}JB^l&~cZg6$7_@TkmDFf9i zd|2BJOm3a0QF~!O#XHx^{INH+a1m;}_1bDAyM=UO3VlY+K7S^syg%k!@ir&9$9URQ zQE7?Pu1{s23CV+Up^D67dIQXB+`6$Yy~!J`8G3KycFk=;o%E)HoKX8`mvf9PlK(h| zdBDy-Ub#yPR~dwcQG%HgDvqv;_hQuaT~W0psG`%@F7P>zz3yYBP9S&V>#+B1NM;EK zUuN!g9~4{~s)p3_;VTqY1a2hRaZIae?FuY6SgqEeacJo!_6imN9CPqyOJ#{B5<&*K zFN_xBB7LUf>{2g7H$~mVhl__ojanPXu~4&PyF`#Un`M=ld0J*InuXSLP#6D^9-cM3 zbUd5P>Z{sS5lg&$fE`!kX{@>UkQSME-wcyhn)#MH?N9OK2|gs690Ri#Rw9ZIQHg^2 zRqc2sVbOiMtcL^i%9~s-(MxnxOYs{cR3fQjMu*w?!L5aBH094PjG!_5_p)KRF*Ui za(Npz%u4>uyCjNT6k^G9h9O%<1U;ilOH>4nk@T|$VnK*HxD; zFX2QM?JwcK61YxFG8VI&_uM=K&M~j7&*dP=ycn8A^9${}!^kOoXoYj_E%b`#(XD2S zj^YY|SH>BxtI!8rrMu716_b+J%W19e6;5{h;#>4XwH)2#O$^?9K6-5B1~XzGX>Xj# za;dosK?~K-vE$)sx){>e%egDC9q42GRUL}&i1~Xj1zjrf7itwZc7|G)QpGD?Z8m3H z)(XVdmf@V}^)Nj?t-5EJ!(6VAr;ib8y$+*S3G%~rrPWT2(W*t&l+ z0^u}gYWQ99V+FfnOd~!wJ^#@Z(27Wben1#<8{a1J_~rZ6tZ;@CEQtK~QLquLUq{2R zqRQ{->^pmmAoJNPL-Vw3AY9O;&g2A#^4yc(Rjjp{BK|Dl=1G@IW?4RSVgoYGR+c)Q z8;RZ*65(7&(1o&Q9#reRHP!DmzNN;Y2K2lvuQ1#qr}!w&cKGUKV3?mdwBe)`N3M7| z9tU>^r8eKoUHMe)n_#vf{+&q(z^cD5S*icyGJla|k`Vwx>b*y57$m^W`_ zYrsV_@MWmj$>Dw9@~PwSN!(XtO$$}^8n9v`_3{CiFgZ_t(dfNb>&7DYK%G|J`&S9N zo^F%W&y~{iokv9=k47pEKvti^B2V?!r0T~{{PFt?l%92RO@yqc z0q}&cJzDtYY4rlFBJ~p`7!sUsf&ftJkkl}=qXqis_M7@Ok0Re){|`-X8Q0|hzW*zY zAgP2jqdO!=2uMkbbi)9VW^_s;-8s5M8U%#VNOvwF#OaXimDU6}tP21o7LX5M4gwGP9?Rz@a526zM+^$)u=GH|SsFxqqcXA=;>8D>&= z)#O4j4q-fQuTNgN7IAQ@a4KowO6#)HRwLb120jt4>=su2u^(l(m;A)@zfRX3qpcih zV%rk^ELx?Rh~3Z^5@h;zrlC0g?}|v9)6w@RrD;u{*`vSHMhIW}C8bNmsGfWZ)BeY{UxF`5t(QFUzxGM}XV&kz6SDMt#zMdYBSz7Z$KV^AO`K+H7K zNClr%)^3-bWCqw947$I&U~g?SKChEqR&jIEl6GBYYMcP_cChWIQzQ=wWa{GRZ_!ZC zRO&sX)ca*PZs#soB$&MPT^ZEL#IqruT3lPeo3oCJ%U#VMTZ+xK%ZwJOkb1ib z$Qx6>Na>jjlFX+FgIr1JiRZaUX4ns}Rx!7hk4tLkeN1=FZ$tW2qDW=3{URWvZ$ew= z5KC=uIie>g@7BP1T1_d|L zreM3dSz!0T)x;y5ITofd*${)zBvxsi{h58aTL653o15G~AjfUN?XtR30 zzcc_cK_OwfI5~iC-}dEh3UX{EEc4!*g`6-lWnl&oexq9V>u;woAI=${7E&{p?+v{q z4cIoHbu9oEn;sF^aFl(TArMdb^x9!-n2F4)bEHuPAidGBws!}eF=p)5mHg{U<$zdn z^5`8<8qjyY5w(iM_&7!02px~C?Wj6g?rQkYBYx1)DCqd$X#{>;NX1Rdc=41AdS>Tc zwAeA5H|VTRO>P`9Lh6%`SZ{@%bCz$^Qj4wr{iREHVYbj!p36$66?yM@{O$OlD`^_c zT{LE}7V2~L5zon~4Bg&Sdcf5IWVch*r6i4fEe1>{eb!r*8W{Z)eXH?V^BHmg51TOd zIIGi|iJmiNb1H9v-0I$3VlZ8;fMVOnFoyz+{(pUTiIGQ?*(go{hONNDho0xhgtn7W zH3EuzL_G}G343Evf&pQW1hi{FOvd1g)j*Hf5o2;z8iDQ7VW~4#FmG&{!sWsDpuL~_2U_E~7{lpzxJD(B3eDTE+#Y}NPa{!LOx9gx${#^R zF_xosbXi){BHAPq()p;-!mBG$i8N)bEadAK@+>E!9N}yq4(21nUEe64IP2?@zJeIw zOtyafw!E?qq|VlQ+wjsos{tRCqDtR{^L6LJ8wV2Vg(bxU5%%(Z`5p~@nLdo`Qk1*h z1AU6Q{9WcV-f%0VL}DlM(T44|f!m+_rzm=WwWRG5;{zcVjW>)!JrL<{@+JcS#CSl`~_@||6`nVJ|Ca z2-=Ojnwdpo8$!b{LTlJBmyH9=y#)LY5Z3TlKp&ie8wSaBT?vhT(M}h7?r-XV^(RAA zw4W#pqTsDpncrt_A5`w}aumE|9l;UkB<1^d=r0pHmBQ9y4#4Y?(#Q=2|M&Y>f25Z$ z6!UGFP`XU4J)c4=&hxG@l__+h_hWwPI{!jynBo8;6YUs3tQp1lD%Z=9<`NtB zNSO8gRXKrpaqK=Bd?_AfJw3kf?X&+lj?HPn?^QlAM-JzQSmV@K;VU4Lgug@2O${E^ zTQ?~D%cT)XOdp!kk3s zl7Ox}xHPOj=}cdg_r%WbR`V{cszy_8%i?m49O9A{=q7~EjS~(tl&4a*_=Yq2Mx>Y| zy9+a)L3Q?2sl^j&YXF|5_G1y+SdyPTVE#{PAH)8s6>3w>wrErpw>xodYdx;@*C8K! zFZeMq?rXp}V=@SMgTnVJAkeAKNGob8zDB6y5X>4ISB8INCis_xprUFmGsdZ@^CS>T z{yd`QN*wZKYcVbS(rkvD6^X3!e6-A)q?S~ZB^#*Y&3?)9={uEg3tS)gWk*vzD53Zd z;ql|?T5jakb?IySVrd~iZ$XQ7rPJ@Vb&VFf@vC^(M`|5d=IY650Fh?rja=n=`G!y* z80N~BmxCgLE9`dWMpVB%1M}%J{{FXFZOc`8U|DKXZq1U~8Z)suna6pn!frb;jdWWW z7d$Su-;TPK(h6n(a9<<|5wEY7-dMn_DnG>aFauf9*oQEu(`?MI_gtP5G6Ek^&*xPY z>4D5_mclK}bce*JKMllvUzU@mJ;JHK!;4U-aNVv`+|b z0pz~KvBkTmfYZ|2bSRup-SOvlD8hM(#LZWt$9in86c>w>Wz6$@%#k*^$Zg~vwhcpt&h->Rv%t)1;scTkN;PuyVQX#4 zQsJ)DkMR9QW7U-1D+LEwB$5rw(oBZ`Hbrg4U&C+a%xb(RwtraA;Y^3OkrnS%>Ivxe zO)2G-gXEk*u$NMP@BO*2Al8~W9`mc9xG=9gn&&shPSIqsN$uBcMN7%hBy>Ci>`CEp zBZIKc5UEs8=r}~hRiN5a)_hA@;kB6sm0xNMPlzA}!7K&0OZ4Z`sl9v)1=K4muh_gC z@d2ZFTUSt%n17;(E;R5>&$n0o3Q?P5gHD(XvcQMN7@L8B%+cFec@TEdY2Kxy!^QV<>bv7{s);!#1W}@W3COl9mC%7+r%T(kR6lQ zybBTSYPIIjDUCmgp;q5w>X1GCR}&^EhoAe|6a#Uz19^{VC~^FeYkPiY$j5V2a3X;Z zq1@}G+J;==JX`hQ%YnHP0tz12ht1HCM6X1tNC$q5exYpWR#@Nt0S5)MTtlLzQW3AK z7SU|Nsm$MRXNPfQb$zSP(YYd06u>*2TtGF-Gz6|$?5&9H&v_mhu!h)T&|IY;SPp`9 zB4m4G=CF3Mv-GG+wdnGWE$0CmXC-wQY`8n9oO}5OF^}?sexV@=Qta~UqRe;kL<-$3 zc6=U@Hs-hdWo_V&H&v#Q>DVK2kus(=;B)lJJ)tSBHYdg7^XagO4UW^!(94MOmF2u< z=;6}0rQix(dZ7uj3z5!q6pKI{c*U16$ev{K`;FMwPwBze@nGW>%yuP}^GyTC# zIAiSPhB1`k4z_nZp-!2$XdNeG7B_3J_v(VWio50~2rUguCf4=mF(@!EOD`GMZ?7odb)2Zo~sJ$zP^; z!!UAtW2=5h+3RPxh0~&A?@{}|;Wt0B#ea~l^ox>WWT$(Oaulw*Hud?Y9Rz{smF0`J zSaI$c+`RzGCMtak)8g4C9whx5mO|kxVFr9Qd3c*XSF}!Du6x@>O2OCPex@_aD$;bk zc{FaEL3qW2W~F4N#oPU!b@;SV+VaW!V~L zY(ciB;)(WEd}AfXL}X{LH?j?{+@N4?DMDF4`LOpHtG!fJmn-dc7OQ|whvjlf*&SeS zVpg>a4&_{90e>Fc`!>#8y?S7m|J_3x4K_7tORNO0tVgDmuNW6Ktlj0A{XSb#?KHO^ zOML2R@c)?shlz(YDRzX(wzpug6knJ9!+SlT14)v0AGcP!L=;}1iY46XPEc`rwX5vK zUFftpZ%|Is1k{)Wa0SdG4DyLN@|)IJ>ainnwgmzO(vW|A7cJTcJqNI9aBwLD_7Y=b z_Pqnp7^bMg_T>jxd{6$tB&>Z?FxcmCjd1A%A{wPWEMIW%iF|cxUcNFNhQk&nMY6qg zX)8DWN7fL}LFL7O_qThdzy_vmi4+^Zjm1o@bleQ*h`kaw)j1cU%BDx^4+O8u3VSg~ zY^n5m7$Px0cgVA?RNuc?{GFJZQOB)66oOMeDl!3~O$y+CuZhzbwEl+vM}-xB@GNit8@LgL!Z(+u(FOsGa<0GdiOF1J##;eQ0CFSLeK0P5cVi`Z zAURG(#r5tDZcyY)x@8P?vCa<=g~jXJ74=cm1FGAJ%Z;~wz7Vk?xM|v8a@MYO*$yL; z?gg&^SeMhlAgtpuS!_a`Ic;(B-fQ`|JFjWwvJFgt+iBh1!#Mdg+9EL?55H}nftT8~nU-Xay?LJ-DVkXH?A`M*(IZX@%%`jKnEcIW+rBST)q}*n z%Gd$E{Z_SyKA;lD9G9$?7fet$z@UCc+d1ttq4`neVnp&`;;>!!Car7Nu$Tk)x2;Cg zQ_29hWk-05ANgg9*qj<3ZPj6cN-j<`406bG&9@OCrC#%+ds<6P0Q5&~ z`wYH!(_U50B7-;nws5poYQoQ~1FkiU%g5dR#&!tRf>9l$b~6lFGs^SAv#tgLoYLjv zBPNP?{_A6=(Zd$xZ<<-!iB|*Byqn=AJKJQsiGC(hD94Lw>qECtGZ@G>ITsSV080o(#TSSqhjKJhgF z-HVj#OU`s5zPMATfBo`}f1VxNEEd+%7eq{gS!rXXY{44TLPqTQzMuP3_SAWHdz8;i zGEAsnp(G636NP72c-ZNrnMaz=$EvvBJHcj{5`gLB5HiN(&RI#bv*0*BV#=CALqV=%+tN zuSt%2#jIU+0xO!hLomOLi~SJeyEcD$%|(UX1)4~X?JMkU4}NE|cYMq?)@4lc>eFIe z!BbcL85^iZ!>HfD@q2Y?*B9jT7E`9^(OXUV~fO8u#}DU%%egFwNcfmr?m8!7Mmv7&$3Fp@7~$e^Y=u|24yssKlmq z^2{EAZFtN2Lr75P$iuqckV6bNF8qmz;f8=l>Pnf~$OJV<#c3v{yn&L{1ZD@8juXt}N9kZR)RjzFF-t5X|Wq!4k2DzS05kV*g z7}GlZE1okScS{OvEjcr@^CZmZDwgZs(|1;Tm!CXFb*7AJzB}YD$Bw*7+eUGRb!GQl z=7MR!II=I2VyY7S@-Z6&PJ>HL?Ttd*{i$1($@V$N_@5T`*ynK{jcc`GWd_a`qdh?d zzL5qbq81|m*AzcP3CPu+iP_JHf7)Tl4H-F*{EPP^!_pXXM)~D+bwAmlOF(n0x{|~z z@S=Z-m`MOXTjUuRA4wau7k8h&e#I<`W8!G^RGL(g&W~8zQ@v@1(z&dcVOzh>YL<qP!>~p~N3!sOD)xh4mrE^NpTl(JsHLokv2SBZ`+-u5DuGH?YA$ubS zL*s%sHP+}V0MVSzzSt$v7k4inv7(KnMyn?2#q&Gq%@r&BdApl%wFL!~eGn;%i~zQE8Bqx`x5{pbJay=ibQXUcYzE9?P1=o2^{S z>dW>8`ii(Y3NEKNhblHJVDRXHkq>+spJ{FOK4ir2rDhJo(EqLy>w&38b7FP*Lnm=jQEo%{`_e`RY=C}x4Wdh^^%MFLMM#$Pd;1zcf1 zNI#x@_>uX0mwi93&os6tnvpyUIGypU7jz7FxnabYAjwyMaDIC~K5@bo=?pJ4B_dcC zFK&IVCrqX*6V#fIZUP`0M&MJ;M5LV?ddOGV(3z<;|ILHjY3a;*F{XFS>~h)pt0GKM zNi;a?j#deThlaaMQFI-Q${5DsRjU|{1$a*6g(Xa4zs_o~A-M(LsUDMJNIzAI5j_wm zW9(LG_sOpZ=y(JekfW$98t0^F@05!+|9mzI=z5F#MFLp&qCsxb3&9sDBHa2%?e~fv zV&q07U#CDEv8)#!X8N6bu976jzU=}3F6sf>?*8e>2%Hw&S6a=Jz2hAiKK9Imj1K%-}$7HHF0R7YEL@@Pk-D_W7F!BBz@+1ALyjM z|I?Z-H)tr}OKxBLA40U`$ihR`LiAx*Su}2TJYNelKat5hqh|E_+5!yNeT)6 zdUVDht6PbRTv=RXcyZxG7xiZi>lwFVZRpur(U_T1al($!^<`=aI;@%J?siCXd-?Nm~Pxn z@eGqBM;5FSYMsKh$TIAcR2k>|N|et(1T;%_UKVmN+k1HY7%3_%kt&0x}ta zKf_XxPptGrY1g48ukCVwr3etIUR62*A&vEd6U0A1n60Syu3k*468_EB$r2JF@NYM= z&iGfa>d6pdx*)PyvL1kwSv2YSGTJ=Xzw+ojP*a-p+-!B10rH3$*x zULph31g{Ptat#o@>RU7=s~sJFHY8D!6>6#^CKlN(67o;lI%^>y{4yAE1NTcX928tH z<^?=ge8T{A_nQ6I=;shc1ObnrQ8i3)hp$RsK!|9V2_XB^GqHVXyK0_8s>wK?o~joR z7>$BnZo@l&D|xp9^>$LnFazEk>Pwku)fqi@z^V_9pUubO+OvhU{p0L5NV2yoM|w2( zrBhm#+l-wyk)s6kX5(f2iCiAp)80v8=LEq#5%IiRX|VW!3!RKvI1RHJ(1tcK?MT9t zF)wsef{LTX5xGGLd9P_rp69qvP*%ll;M{stpqGFy?i^CG0exoc^v_`gz8yTrcD&ko4E8%HaPrzMrhYZiXH!DWxBBlb?;43EcAs;}YX%)78g*d0)Ey zd)$)my(VM5qzLIxbu#1CeCymtWqeARr&=&*!p$3DJ8=D;)t>ZWKMj%P|T1%XQXDpST z-%(!~d22vrOjDTRSD$MWm4cP^m7msznXgZ27XTvRE#8cxEKa)@?5HkTk#+~@Nvvh{VYUE(JjRbGyjSU4WG{|spyP@Hfog8VGpNspW zR!w+Py1w-zEmxLb`usO40*co^T9T^vP@Z)VAA_Irep~%{8|cjU_UCY#S<{hMtP#lm z!hk&d6`9p?;~>--khj{`lCL^p-;&>+a5NV(Ey2rr5{7HACEMVSXpX%%k?|&QkfUZC z^J&Bp^KPDSc+IZ>Uo`^k6o z2bF+rRSh}f)J#9uj~s%7rYJ-`<&PPe#C1uxuj$%(O_?&<#^NwQqF9d*5Tw&njp;eT*~MrHQ&uQkjXuVEs>+!$!tTbCg+3R)rx1DIk7>583BLM_Wd; z3q%HDT{gpocZLkX;=@8qYvOUFUT!pdT%fdTyRPBZ2M}up<0I}bR+%-s&_1O(V)68w zE1gua9fM-8;V;)(BVYO83W!4vJO{O-9v=CE493X(&L4g}Q;K{2K-Vx8F3p-lWj^g2CFqZ|rXmUYV~4 zX!-*got~Hl@zx=F%SX2kMK@{!z975!M=6Dhoz;WNp1jTJFx)m#A3sj=0uiWQww742f z*rN}s!UM+@>t#KA8gQel#}(tTUROdLX|BnI6~Z`3LY;o3ydmlKCjSF*n+hrO2RXm% zE)dF?iAJRxBDY=bw%)Q)tk9FFzG0+b96HkfV?+Fr8xEck-Prt{Yki6jTftG^|3LER z{i{Fv%W0Vrb7_uKa-Q^}6nt3WskQU)0;&(Qic(%7LEW;}xs-=9HYYE*LlJjhyEAoy zC-57`DN`IS3~&eT7LBB77(uE=?Y3RB75iaBdE|`y4>RH*-Sv!1rjf~Zx9~4% z%%cbw%?;vTfctq}X|$yVk_(nvh?LmA+rDGWsw6J-_o((w>nGiY?>+z-1BNU9km5#l z#*ofMTd(xl=9J-Vx$#Ga&)5kP2Q4A#kHrl_2VVa(oG|{ku0Uy-#f_JpWO5@Z*DRn&oF3j#qH7&ctZnkzvFT(Nxz@;KWTIX#aYblYK9FKAjsbOD*EVo%J{xk>Wz(`HT3v0^08%?Lc!}n(5mbqMZXYPb1!lj*QTk7~9;iJ#&( z7qbG{9Miv0N6Y?ZP0Trz20^Kbo}F-tQtocCg*b7iuA#@<=lan!V(1E5s9j)9#^%m1 ze!p~v#GJ2d6`pr8z)%=N+*dgC!*c!$VHjAqCs-+pS+mBZgOg%=?N3ysgZ=SXllAaP zbxxl%HSGljc*IY@LAJbSzv1rr^h@%rozStb24dC`ED2}RRP&ZA(FldBvyJ1o?ve9v zFa0hr*t5EzqL6TLGs!wXGo$LJ;jq7)OB?4SFM?o7UTa6RDiPZahl#bF7_>}U$sonA zLVoE`4DxyM4TNZIHB(yuo04o8QUh5PMEc8?S)e~i=Ydln2dWgttAr0EsZ`0{!^i2_zfBpVffBvZY1DbWx z1bH;81e~RQ%UVdmJ;^s%2uVD?o_Q6Sc{>@fYZ_UZsRrJ!$#O6Bf(oMXlcLaG4ax!Z_tR|4!8 z5?svw>E*%Cfk=Kjc19?p47;9nrc1=Ti9~!zEFMolF=1DG!pkh@h#F$q!NcpH4<;C0@IZs{#8jZmG zgfEA^j}M1vk{tk(LOpDi*ZO`M#{H$WmQTmf%9FA_#bVSPamx^&=KnUtWDzF*1Obo!09|#?3KDC_3`R)h)P~h*^0krTguS`@op4`q66 zmfSn>9FL^l+LMt8bh>UZ?6D>HOC)qMzps@)-98gMF^Y>6cQZTq`}QwV6-BlbXA9+? zC>@9NQiQf-BlV+pDz3YefWKWgT4)&#$szgYtID6-tHT4h7Z zInq{8;2__Ajhv<`0c=8iyiWr59X;>ZGn9&F$7Ri%=O@JO-D%f-!q3`%MN=ibC~ycb zt?iszPtyc;mjRx7#H+m*7{ot7RtJ_?c^TxsPoDhXc~lxAsKhYy2c0!URc$0+U^J*} zlH57nFcaA;x9}|F7O7eu=i+f>6F%V@qg%k1u2ISbMndWpsC*YJtxS$m&F5;DWzq;`xl~AM8*v3TC!Vvy#~P|E z8Qezqj)`CFZ?u}b{l4;jL~m>fUp0ci(lAeTw92<;A^bvgkP5#G1QQl@2Qb@PdtE;I zEsI9?cnsEW&j`a6g;7v)PlVNdO*w^#i+@#|l zjt5qrq&rGsbiHh>ymqD*!_nO55cs7>I7+>H!uBEqbr6&%Ev}rj7ls z!}a8)K^M`(!cY&(I55$J&zV_!`6aB+cu_tLe)mAzd(lAcwWKnlUIt#o|7LAS%Cd|2 zA}zN}Oz`^X28FKO{G091gaR&d-&2qN$!`ifh+nGa|5OX{pfRo?Z&;9*9uS{pwW?Av zIG{;s>5QeHOY8=iJ-+X_+kNafgc=&ew`a}DCG}id=kHH#oBMXZ@(oD{kN*k1L*>3`MNACSAe1_XdUkx7_Ia&! z#^v79Aynm+M-kzb^3vX@MaXf~=$nnEgxdBevRS-3fKFbrhnc*A96YY(E-bM#`WdU| z&4f12gWGG!!gS2r#%oLHlJ(U)x~=8^urwDx`2odnRcfkninn~%mx&s;?p6N}C`f{O zu;xhVHJEMgto{w*f4t^_kOd4guAe7MLj(cYPNcOpOj3BKVWZSw$dD11x43D2;@E5w z)!=qjsm8lK;E2mPu?TC-6gS)Oh?mR+qGv9Iy7ey||5N_yka@a+H)%i&9IF^s1E5kV77*lh9nLpYoc0!22BiMBJc2YZjHt<|9)DYk) zj@{^!!RYpXtK9|&WTuvO=4ukewt;>!0AQ5&zopftO)1Y??!)qB33x!pTW@Nda6wvt zug{qaYl$SjqQAY){$llV#ZF*CwK?~li#Nx}XA=V_fhT|aaa^Mm}`WpS4n?|}J z6CNg?4*fF_vhKcP)8}OQ&te6taglo;7Y?!il0|=3lw3tONqAK^ON?+|2$>LgZ#)>D zXn&ul-OBUtQUZQ-C(*i)_tirT%(SqFF0m}*)|Hqq1*4U#p=;~Jp@GYeWbQ#4t^nwg z%ag=-w4Yf-A1B@jh%WfO1vcLyM8BevD{VKSwBODs)(8XelvB<Od!8Peciu^uSzxYG8Q$Gy6(;t3}7O4OEe57yWS8%nG)d@Z=Hmv-sq!w zoqO&~SglhyfZZ?HaSV(mn(N2rBmO)VOyq6?$w2|Iv7~#;!*ZuJvh?|Xo`+O7iO-yB zOl-5`wrvN&%kB4f%&CzRr2kueVfbGxq$$tKXyM8yWk8;aEA#>d${cEc;LVhf@*P;x z$}(#?BF7*0M{=$-M2Fku{mCiiaPCV$$o7Q4Tq)jVXGj`Kjl{HB$E(%cZQ|vn-mGc7 zzGKa4zRkP4ITOW777Ep1lz=KfPI4HQx~P5siI{vY*_e;E`xuzwVF`C_saj0a*rV~{ zjdl4sq3wT%NOU0ZNz0AZWtdq^ePmc+h+M6#goM_UDdy9_8%nn6BZ-GTLhw=iy&EZ15ub9#NZH5+LyP=ZKt zk&5sS-^Jd7%kGnoGgdLINZMCNV}i-`joN6%{&yW=*wPh2dK;J9o5OXT(Vvbv?&n`#Fkp12a{J0dj9`sIxs;`NpZpy;|+QU0DvH9Yj!t%D2q{v-@b zQDSu4KFO;#C4c`RjfZV#_`5@Mz&TI8FyO{SoYxcIP zYJOSG5_DEUQ8(%kxsxsMghdV?oZUy%chA7Ih9u?hS0ccAaLqU+ORe>jZ4ooJ}|5}Z!NftZv?<$&)#?C|eoKD|{M znG1^KKnvwq-zm{7eQ5x`$P)=(*_osWA1*mBV1FF?NSXb&c-YbH5sBnpI>n}H0c97G zm3MhW5)9^-oF19RBYCkpvYHPu)E84!`7^Dlb_{u&RE3T{B$b}V7cNzQI%xA_#G`%U+&iFJ9(xckUef3_1w1M8>7V(ix7#e${Zx!W(^nT3Uyi zH17lf4*Q}X_r#&iBnrV(cNunSQ2@3Hnd+r)18E-RbmVPN)vRUWyCkbJsuSBDZyzO* z(cZ&9?R$QRx}@Q29;ZRU^45(ISJ$ZJ&++b1E_*w@EJw0JJh}~D2Y8HUrhO6gv#{x+ zeYo|3qVeLTUKWzPtvfMS;lPzX2|qsEf9O05hoD3>tX`Y#j*c2I{9;|l`ki`!|GEUw z0uoM)h&t52Q3XSu_Oj#7PQFR`yGG^tTUaSN-O0NT)r8a}3DMx@EA?)PH@mJL>*i&s z<}RJ;UId|x%8uTumvk`LS@M=#Wf#wGm)!kdf!Y@1`}-+uSvNBGb(l)$W6PYfm0)y#!R6j;wh*R&UFr?td)?JMK>L zE{C;_&Ua6iZj77ijInS3g%YQwa)?UPruXoXsC32l=hdH!Uj~s0K&J}rtG3<9I$9(nUUsTc5EeGW~GMy1#*>vDGN4;{g)(Uqhh!Jz;ECzFb==YCAK1fR7 z-Iu_s3o>Us7fkd=n+zk;3-D|3QRO8sTF0;Vf>>ZhBv})?MIywfauimp*m6)S@F*f9 zHTDuHv!qspW1FCEp5{UGS(a5?Nd&U^P`!A2+c{|pjWsega(ddB`xJ1)k1eIN>YEt4Z^1jA_JceKrjMd+i?xOJHb6QRXekl{TDdR zS*{VEdn{X13SN%swi3(f5|^(CA!SwIiZ!TCpE@G(p^P>f2h`rDINsZg2D;r}< zC)c&Dr=HrQ03Sxe&KjK@JFM}%U8`+?r~d#dzWqOk>lyjtWWItoB%ISR)p@ui0B5@3 zbK6SohMh4w{$A^uoLG+lLFaEqY2H(Owb+_jB#qF(7sDedRAY0*pZ37RC?L z1J!53BZk{Qn_-q?w|55~8bc+s%OoBhP!WO6`&k!}D?L*vzCnn|B3U64#_0a6(8{#Y zL*qNZi`Zkr2r(V2W)0-IM=;s4{mDwrmE#;)RDS;aXhHPHYa;DcK?l$W*FJE0GI!!7 z*`boaA1@E~-XyAlDhvNX?gez)v7TRJ2AK&SN_;qzQD;NU+kCKkGuxgAGjH#g<*!+e zNPP1#GtMnmAGjNR9tM8bmrhlZVHLh~o?{0Kn?3%1xjpC&bW3S>{EOm=OMrjXu(o8Y z!*p;0e+`guGoRywAs4PY>!{sHKcA+OLQ%yKVc+(|{s9wfq@jT*v4? zCHMcEe?pk2d2dYwpu5nPD-hah~U zjm=31T;h7Q@u7tjxL6f)T!&38Q0~7Eu?2DNjnVGB9Ud&215x!}`y2w?G0Y z55UeVvCr8+H)#@rQFemlF`Y>Md@A{WfmWc;K5#wWaVb}%D3tmtqnSR+>nY z9k%^tv( zQu6VBBhY?~;~LEI=qY}sgS4SeeH;-hw~YbFU9n;8fu4fki#%~A{mwZ8+x=|%zG}Ei z@6fcQBxK zjVC(37vHuxy@zk^2U6lE15c{71sm=XKDbOV^!?p^-I7M72c4Fg%nu|5*x_A-qZhJTn$*4%Vzt2k111j3b6W`DtX; z5?Ix|fLl!JbrG*D2koER8yVSZG~G)mU-lFpFV?p6^bLP|QcUW0r{{|eyqtc|S{rDs z0_i1W-ana+047z;$dBVbjxmWfszyp#kQ@&AKV-_;s9H`(>e}4JcD0`^=+?b~7PD`# zOgUHGUh!hzb9!)5XJFuTeCZ0p;Cb0+QM-6~cn7K9uZwPOfXnNyB}gF098#MrxCtex z4>NRN((7&O-QU~Z$f1mt-s1XJ$}t+@eMd!0uFcVW!pPW9X)27{{JNVsojgjpgM5!^V39mf7AUVPe9{SiDfr+0C&~0j>&w(u zlVY~#Bg2p)Hi|PQU*Vi*aA3G;y`(x2oqwNab^j`pNQ#wgn{_--DCr@G%l(I&HwDbw zlf`EIM=1G9!{ZgEtu=fi$7t|x@Sgct#U=cj?{zQ>Rnoh0YptDrZq{(dgMSDWiKpp*+(g8d=y z6?@DxA)F8Y-i#~}1%S`yRM(qc`~PNLmJT`kcsFHXO|P~lC5(C4WYl8Y|@Ws;=#{y7^A_C;F_B>!*5^}N? zG)nyvcyIj$Zoth|KNEHj|6zl&#{ZTZjY_8i)sf|(*r%> z2wXA=A&1~xHw$_A`7xn%a`nMhg64cZq#&a)L884;$?6e-PU;0%6AH_Htv#S)t`WXj z%<|@?W5CSr1J0Z%vxS$|KoAKmaVp}saB=c{63z)ZZ->qD3cf=B#^DE4F;FO?eQ6sw ztI;p(!0~T=K6uzgFz6BspVhK?+dglfqMD^2r1+jU#o7Rt^Df#lys<=d?kM2$k4Coe zXEHNMvV(e$3%@+q4_DJJ`++)a1_@L>&B`FFn+|*Dp@n0vuGhw0zPFDT4155sU}2uH zp-&I-OMyQHIS1HAGY)Xh-u)rFDy}-@s}1mT@EJ}YpVe}SHqTj0ki3T+VQU!Aj7)u+ z_twG|@ys{q2snK<)GtUl90-KWN)x>pM?`anDHhJP^P=?(r2?Id%*({Pmx4h5A5CBV z*M#@Jt%wpT2uLZVAR$T$j0TnN7$Kcg=@{Kech>-s?vl}rZbo-Y4A=mvO=9EW{rSG0 z|KR*^&bjX^?)zFq;S-4Q5t3L4{V*HT<(0(&Z6mT%N7ZMHGjv%4ON%Bl! z2~oI6K*sg4t_NpP{Tj2tvxaAT&tThY?S6|ViAhjH>t$lK=Lvt=1d2 z7f^*!u^eY-?S3xW_#y=Wpr6%NQ9C?@{{l)JTQnYvZ@LQE8=7m~*a$|8_)ik7(m@?M z+~wRb!L5-b%g9#5Xs(b`AgJ^Z)AedWS@XgT8x(?Rahl!^roE=DZXck1V8Ip0Ea`em z^nlVu1`ud5;(1HUX@Gbs!?W5?z%c4}eK0HTjz?1x#PII^f8Pd$oT;-MBI1)>pcYX@ zvjYfST<)MC-iC0Z8TV)7b4d6WAF|_`_*~{?tXTDz77xpG^y9t-$inW?pd-FA7(%PR z8RoI69lVPrT9hu+u^D()rBS5(*g_Owyv`V@6a6C1b}i9}Y7*D@+2pLUw=#FcQ0VsQ z;zQiKtKX!#-d?zbV{&#GCSV{Ms--$=9TI4+9mKa69{x4=<#I}FRwY1S>Ik%1B( z(ZmIhXou!jXa;`jc698n_+$X@p;_GhENafh!%RntjvBSGH1YOgN1ej9##1X+o&3?8 zoI1c}?L(NAy#m_P*b>_Gp+7^(qOFqCru#rP#m4NO zblwnBC6A_EpkL|0Sq8=9H1L4b5}!lheWRT9(Ri;;Fur+AQ~`R(z~b@tKG&$O5Syhw zO!CRc`WJBJw9Lig1MxRD64Knk#3T#@-;nVd$F#bbM;s{MsHGD-s+C#qvelf;IBL_S&^_B?^9o@m5#!+qJ}Ma&FGJ$S z#%ydRUHIVdV!*=VJZD)wIfhw`bS*h^KK!f#t@FFBi0n%`#NA&GI)?ol)&Rne!TJUt z-j~9yOScTCFTP3oAKU~pMa!6hUZm6{5!q#Q6jYsrUteTDrv7b=>I|vE_wG4xl%kgv z4SwU*>XCB1kX+O=-=pE`sAQ}JT`#53 zDhEyx+A(Hy`5TRDNEq_cPP~q)fhu$OH#$!vvYmP%bB|l+o+iA>k_gx)&3f&Te{j{h zEO6xueVeG}Cye)nwRU_@R|u9CfX~7d_#NMMyQ+W0gf!z`6m-4ipyf+)>}n+Z*B_xj zH!!aw+6EPLixFr=LTT}1c;A`6obnu6ZL8mxW=CPwyop3E(eFYDXp9j(W?HYG@Yc7a z+UWa(f`@zc-H(r6y!56RCU}j}zgNej&7z)q&sXTte3@c!Pj|*3bS|4OR)?c*6Gwp2 z+%AHE-ZFez7aWXbJL|chnJuJ4Cn4&lnx3(JBWW+IwyVx9;wFvkJM*TtP>JS8nzwCc zpA<##I&VE_<$LmEynNDBiqZ8WAm-F-Y-;PvV&9xr8q~?f7f>unMsu-v@v<)M$C>=F z7&HR(zTvjXZUC+$i7Vi?qmX%d?NTISvCeR4YnAri8Ck(YyOBi&DZ+IGoz&Ee*-qck z54`(o2ImR@v5;JSIB)#)yJZlkaG6IGL1 z{FGYK2~-sD!dOwx_XvXuGE-+RRbaN?>M4S~=1BA481X68+{`Fr`eUHgNTzzW@$`GY zI(Qtv5>U=QD8*JT$tibI)Nku(Y$&8JfpkEduZ(Y9!N~)wgHIh-zd~k#_r})Q2+HiF zEWgfH~3v_e!YJ>3gQC};6;52MQUSB8m2SWzFYWsGx z-1rF2er#!qh{L0bE2c9VG%i^O9+tB(yxuMH_R8)+BKFkcvKL#GjYwYvlWJYKZMCf( zH1^XyKrwTCBu?uw&jA3h%Iqf;zW30j&u6JFwdV_4T(%VVpAvi-vXd{+YP{LX1k>u@ zDB$J&*ZswJp1=9Yj5%+|SeUp_$uKrwT`4ZJ7HSiND%M-kp{U|(w^;r1yzhhpO35H7JLJxNGEFI%@*JEE`1OhSdwkI(zftfHnA>W z0=Xq$iH}oHKgY4*^5#45+taV!5BUJC{^fXd3GnflkfN|0f8=2~K{1U)z77?1zH&OD_3Xt;BL#CSbG6~1qmt?K*n{R^Os2XkN#0MXcxf% zN!sjHh`}$$4Al%)h1Weu6f-QFDdO_h-gn5Jz+u;NPyG?4o9|T@McR`#&gGvwfB&uG zr&j~B9oFgGic4SPdq11_dyG7;&@Q}<`0>1%8S`fI1NN^)T$)4&`%59VSFd`$g^dqY zt<_bY3v;L)4f+Dpn@(&C?iE!pw!9ZT3wIcQDXRgh=J;QGk^kSN{Ceqq zfrsbs)-$$P^SoDgrC#8=bud!ay2~l)Frhi`i0GvDp~g`ALEQ9^(e%oG0d^TR8QHW8N2XLZ6`>l>CD@%c`7>&PbZ~nPeLF>Jzh21|o#3A9@Nyov zwBp;UgF*3%T33{53j0J5E&rEsrg3v%GcQ!vMt4nH+;7EiTql9O@KH*ud3p2m%gv-T zYwEdVVK3w}I$o^E=mig?vM9;6E+sS)vuRj9Dm9X4+`bPcgvRJDzX+@l~wDny;FYLt=NhFp0=d zwA6L-nTN7CK2;yU0O*Lv;z>vpRum+5yLXv#cZN_)jOi7%8|^#JYgs1EBS$0GCqrCi z0Oxuni|A2J5*4)bt#fC`^-)4^{%~zR&hFqvQm-eV?$6-*kDptr4d4p{3qg%F1pr8~ z-{Xd8Ve!XBuPbE`V;Y^8JTgT*!zHwN_QDJU`#v&P<8S-@a4)MHk@>f9B0)3+GVnh< zEP|hzp`b!9F=zQ1AGd`Tt>?CD@-ET6O_YMpSRmw=$vae%$ zyQOjuQ93hdj`t#yJXxJ4vN-Y`vCNdr!23}N=Pv!lWmRF`2;nHB=UPcj9KO^SWe1L8 zMDJvc`jc_q7ijO|nKNC4xYQ;eEG}QZ8o3$$Wfj{xzj$yh26l#7&G$T@#$y21w>V8s z?=t9QQ3xT*nUe$%v<-Chw1Orrd+8|MaZzUP`EP7;yXja?YN7`dJba(foHXN0k&a$0 zqB8?IzN%>PC~9jCx6;|=evmtnf)yE@Bv7W<4?}PR}ELV{dyr_ zj*bR7*qB{cvAmxs@iOJkpHN*qxNG!H`lHOec??!Q1Z8~LY~181ZKt{daVd+|7iL@! zQwxx46RvG=iu_Repy^c*gZ`Ng<%-VLL&e{C3lvy`%!)Ix!LgkyWLUq5W|Y>u%sOPW zTIc|iY@jm16nmlQfX5*nv3KF9s@|U~rC75>RBvs~T{#r-@}mJmS?Y=JbM5L9no;$_ z=w^Pk6pPb!9ewUTO;Lq|CdmO-)Kz3KYpmaJ4n9d-GhN28|Iuj5BEh&sOvY5@t&~Y;bGO;_}&KD-+@d5Zn%z@e_ar=YABBT-bh&TVE zm0lUyjgQ<+f`tUWFQlhz1biYAIxf>aQJ5QGwoqy;J2i2)RsO;PY>$O8MoWF4dk9^( zQOq=K69Vq?A!Kyn=~{ig-WM3z!n_^-C4A~#rm)G3w5bt=?@fD*JBjgKyU-rsrZ>?1A}htW=;**4(H)gU2n%8%OJp#0d;HO5En zSPE!khY;UDbkc?+y2VPVPL~1J z2!WD;Nfue_&o7T3%@gXrv3_Mlr(Zd!txtU{c zu7)7h7cCkK@Umgu9_eJ%JaANT+{jV8bYuhKl8el@E?5H#;o)>R3QW zhoq!Aj^8w!_3i&h%`K=%$=Mrp>yb$f;U;Z#*hC-mZ~6=jCnZu11~4(tI~aqFY|0B* zI}2V`A@5QE>=C0`2F;P|K?`dtv<`R(27T0{aIPHZnE)Q#M_db>L+mnMg=h@6HRS>5TZdK4-UZ z{eu~|y`e34^dj1$RMm-NxZ61WnC+9|r`VkKD&dN8>Txj^@4iHt6mB`$Zl~m9Nk5G# zs_3l`Zi!aRKpc3LzBEkr#_9KtCx011isnfXgar0%%aVRMDy>=AU0hwf)%DtI|FQnh6t)w5Mkfu&C|n5`NvwtrN`jZV~b@f~yO>)7VczGShIBX3!p@7`vZ9DjQ_`7vbk)5mI^mZ+36u3@sGB*D1OKu)i?=tpjfE~dPr#0D3evnv zBn9tQL0Mxqwd+XV-+g3hYHuO0Y1nJeGXdKXxdOES6`nfUyXh+{3~Ch`s@$SSdzsu4 zy#&a#yX~#1+2HSWSjD1L&ghHJa+4gZYlUh$v?GbytS+abdD|mV(ZY$TD{p&mD*r>6 zrE*eoN2Ts+Y*1MmxIgj$S+5PEfP!u#wAA2ShCJ0NJKU7`s$nqj>_rTqZLAESKZ0~r zuna3PfUCNqvAtuBR$JRrT0&{1jve)X)`~t~Yq=jetUms6>y5m6vNNKcmTW5vXjY3X zc=XG#t{I23(M%W6P_2`NFc>`4p{(QeJxyIMV-S4r2Ydb8)7CrnwQiXCDQChfONeFv zbh+r277i?62~q)0%`H+V)>^#<1p_!x1!*lAs>iPA~c zC|B$`riSYqAHSoK)wx)bbil=Z{W7g>3ZYq;>_1C@alrwa(C|Go;*E%N{_#KLqk|iv zJf+gs+_!(?6Cr`Zr?76E3* ztJG_^C-2!S44O41L_x+EMyw0qLp7bd6;4Myg*Ob-*;3!BU?PYtYPr|x3QjZF;^n#d zoRn*%yF=`%-_fC8@Rd*GSkZ8}1oNxK2QqrFEu6#~4h%RlCPHBHw!`eSKi~QD!8I_k z@)h4H=hi2tKHa@N8Ni_ZfPK4Ha8mGIrvr+Y{x&e*yO?m zglwHzcz~(~mrCp}%NK^k1@8Am_Ds8JSG1CBd37Y$LRxO@Dy}C>-?kH>7||1C3Qf#WlTw z_ATymXpqp#3Qps_|G4T3$@P@u4;C%WY-df|s1Iy;Vl-{H8!az^3-g}*-zDZ>nQfat z?s(qpbnUz7Khv~&luas@?(2sAXH}tMHhrA_09|<`rY}I=XhNHLBOws{2e#toty9cf zG9;op+^m(7n;T;*rORsXB*9^;IUM2QQ&ty=#P-G5)Y)15UR~_E21flI&)B@DVjU&T zB4BE_dhZN|KK-?EH7;5-M^$imv2{n12a%BYdVR^-YjdNxmEbW$iCIP;^em){Ac7E# zCjMvY*&UfpVWkM=v4Y_X97|KJm5)&n#a0dEn2@eJULQDjSTQgeg!JRu-OaBf8drT{ zYuy;)uQK|5Aqsr3>6&;?9$YgJ+AB;{wj)Ibs&kQR5dc%y%f&S{x7}@2jcGFyRN-$ zX1R{xtRBIkcN=J1KVbC%gSV(YU90Nr<7(?sPS(E5gN(D-l5L($muBk`G>YG*`1puV zILygcZFc>sdD=IS^z|*~1$g8TVgJVgZ|as0(sMxW`ZE~+3Gk`*YotS@EnzmcPk@C~ zaaP0ceVxag@U6TV&(S~uOLjVoK~K|Jb-oY&S|N*}`TUAnrM|8lS^pn8Zh)6x{*K2{ z(05uWhw^O23h-^s@icl!b69)lMbE$YqW9=U&o&B_%s?g6Br=*|Gqx)(=7{hua{{75 zp}@jTZs%U&%G2-O=dKEULiD431CzVgZr)TAs;4vUrr6E9{OLp{uVYlL3tK9U$Yt+{=Xex$y6CWGbShbvQ54=sN>l2-q-IT(F2l4c^xyLfQm6VF3#s;od3q>5wj zPZNO@biCN2cvNIY3=ac_bX1Zcz|ki8khDVU?NI77;$3R6!mwea&H9(x^#dK_T}yu& zBn#aPCDDw`#+{;|DnaQ|B0~4iL-sbl^Y$}kr#rp3YhkwYqe<_0qVrhCVR~)Hd!J2G z^mevK82$G~w@vwugcb|3sQN3p?VHLeo6yAx`iVw_ntbPQ(UPksg;mFQ|85R1_Fp?L z;PxGiHJaS=4sVeyqID)s+Xtwe!6osdx{VFm#S9{YQmtwjsknfC*c}UK4x_URlaet0 zU0SBko5i)&lr0H1@>`DeN*uhg05Hz+n!I4uU81R$4!IyY`~XIzWssdWwV6AoGE-d3 zA6%6R*bp$l76eeeddr1`SKTe{1_wH^1m~}b>^&@ehMBArU z!pf(|yL66H&fT?YcLTHiZACi?69oB<#m9eWFUOaKtV>0?&~G_?duziAgz+&VAl&67 zZ`!LKH=rl{##2ERZB^xhCUdEuv1GG?OOCF`f8Yk<0OxM*;((@{9ASY&ejpcdt6EAn zmu5Bp&_EZWmEzE1kM>qA8u8EN0|x|~*)*5CUQ^V7>#zRWgH77x)&z^?W|eR|B*GA> z|6_|c$>krRt+-|$ zsNNU-X{hMHxMJLuAti-26zK!DWT@sOKMr|}0Nv6p6BPaJiuaojCbd2m0efodH2<=W z`4vzx!9EM^TR%JI(t@-yy-sy6- zdh}`Ij>=alfB|+Y&A8Al0Ij%(UCg`YN{|QKj22#fMykqx&uy;yZ2g^PwKC5SxOk0M zvJ2v_@pO37m*$|#kFG1}*GFE;>5j+pR9vY{feCw?_nJZ!h%2%;4Ntm8s)qcwlPQ?_ zd)t=EWB!EVu7_!smxBQ~=HyOxo&TVn!X&nV`uEn4-^V*3YztC>81c>$x#z+V(h!12lKhEfP;SeJ?Dnm27- z+`&Fgu4R$X(a4@rE_qno19nVgI7*T?{@9eKM3Z4lf=Qn z3r89!o;r2LB|QB*o8YcD@aavM%p;VOR!1%w27-Gpu<*?4h=8kA+@*D|o4$G^@*J@7- zY>mw)G_M7;=$rR3`f{Y^;YEje1R5;rY=P2uNtPLY`=>TvTrLXhry#Y0AqhC$D!r7| z?5`DUNbT7T_H%~PMdCB?9cG%Nw`T>6hfrd?J_n~x)@>yV}nH0GQg z;^7u+o%j9K4Y~ga=6(2dF>G91T(WPWV>(vTRlMTT50m+_PSi~zzWwcz=BkTpkdg#r zONfIkmFMog=8YM&`{rld+O*n`YNj~n?E*#+&+@DFQ(fTt_!m6H&Er_b^_}yUy(FCH z;h|k&21Jr*_)=#tIRkO`HJry8*L(eZQm{u+W_|o7flPF4vQd}PRTbaL)ZxW8EpBa3 zZlUmJS^VG4`9Dqb*-ZtfbU#NM7I=gGwx=dsexF@dFQ^Ax_FP+ty)B2C9l@6_(0gZu zsxl_dUVAmFBu3_1&ic{$Kp8}JS#Rd8_&7n=7I1#^h5-S@BVDgS{d?jqmEC=IdrbBh zebIWf$XT;_-2LeKXgU>CJZni^yuuCGEm@eY>sTdqrYc20b=&($>MIkZ!VPn)#vtU3 ziX%L;*MUmaaKDp^={k$<@z*kQa=F)=HT=bos2y`*pG<-@_e>l|Z&11R zM!CsS_m>$}ug_l+9P3uo2SPE7WYHloLO+7TZo1uzNy&}^OLb8}$aus47NKl@uBa%U zftK5fJ-1RdY_YbYex=EKMo-Dqhf;XM6%ne`xqjN;Xk zr%!PC9(Ior^4mYz2be|%T3^>MgjE|hgqg#JvqgEJM%d29;)~JU(5b{q9aw7ms~>%Q zkA8 zr%2Sjo|Y+_MoqyYY$q%o+x?b(7pu4+-KrCO+UhejF(hyCyT`h3&RmOqinsSxJH`t3 zqJLC{bS}v^yyFO!s2ULJNEN_QDt@Qh<_HQT?O`Hzg;_ zA+%k~B+&7nx+7e*WOXvix)%bbk@TA$0cWp>E2V#U%k0KV>QRcaeMa-vh4#yN55d!s zf0a{xb1)*(J&dL(8Wv7Y%pcfsTe;OggBKZ6G!`SoPk7anXbE@NW3vG(fn)nXr>q@uK?KAvg$3_b) zBgVv_=QA3Kfov4y1IQLZMs{`1JW}N$WZBHX?OgWsrv&W z6nRK8ejJe3@!~Y` zQ?!A-{M2u43c3bc>dm1BNAnm)Sc#@U2B=nm^aarz8< z90#A^=J`kesK4+kIpmgK4kHO|`y9Tfa3~h;b8p~GyDRWNZnMkQy0A7HluG{<$D6a+ zf{*w#w`cVufS#_qjClA~rWUHg8_-2eFe07(G}m*6jEp5CMvR-ju~1#I)U}NTs1zxuX9n&$(H7`0CVb6 zHD@jlGyUDYpUCc=~X9@>@z z!y;W_{VW}o*Igu}dm?2oLeKarmb@H7V}C%6We3t3=MS@SR9KD-I;U8RZ1{^}Ej|7% z)c9Qxqoca=tjt6ejP8u(%AQ8|+q~x`fZ(vT>?r5Djs-7NpCY<`gT0eWxKx@3|5+W* zOgy^|DKGl+%c#JKZ7rAeVGo1|YgzmkHPzq2Os6_L3}SvoB9=_X(<^OZm%M?vhvOa3-KzQE!Y_hCuNE8&I0=!i;$ zL_govtMmL|5pE|5x}TB^v6mH?2|L$mN^u%&S85nTWC0O2$?(QybX}Mc$`hNPQ$ZmA zI+%-8_-bR7J+VhQV~#;9y!2&~x>YyGv>HY%_X(_Chp z&2)NfP**a#pL_MxYw2kor&_I=GkMO_xexfbdER2ZcI=uC9=n@ihk)yoLunGvyh~dZ z{K9sC+sHmN74EOQgDsJ-!9TMfw@5kreJj`kL(wN}S5|NpVfAp<5IIugVjf1Xv(v%` zr}BDR4#Y5+p+Z;_--OVIkR%4YY(8f|srr#GX+8Wxr)sOhaZgLqcZVn{F)^i6#Zwtf_Pp+1Xf$x?7S=7T%7gE9y{+K&*(L- zR-TE^$s168`m*i;k3#PveOQ{13>DJ;(OnQmcaZIRDSRbs>jitAqxHwUHa zql>^Dc!Q>qZ8xD(7{&CztD zBNZrnqXx)@ec%7{h5qBnOv9*ydVJdlI(bdV$=TVoLt^uW(x#=GG>zoG#R661ay|S8 z&qBDLiwpw=~23-U?AY1)pq^~Vz}^;5F82_>GrldJLv_G1fWXQRvr z%aQJ9E0y%;B68OVn$!hNfj&SCGnH)qYcthZ8zgASwPWPrVW9H6V!2eFtH0WLaRWna zR$^Tdu5=GU1UVVM+$O76&hvA_J?H&pd8F3-HwG8%aB!L-7dHi(m}bdyHkod^!!pMi zHXcWarT$Eupv-#eTl^N>xlpz37$ujOmoewP+B7pl#G@x+=gs*mir(?41OSTvXnJ>; zxW78CvL)|a&j{UC3S*YPQhGT>|4;vM;t-PGOiz?`H}UZo7_3dfiR0I6Nb_by;*AaDN2fnv?u%Tg zs~c^Qecc+)O3XwopC(VA?R>bTPwYuPp9|tS=+f;GV5HD~=Vmu44a(PEyQW5#qvFQT z%yi~WC6{fHGp&S?%O;BNCgKoadQ%uJGjP*e%GP);f!)Pxhj(ShQs18k=+?8o+q(D2 zVKY6V>^Ws7BU9pv0U6%;&P9l8J7vydto*7A2PB z)+_K$ZvM`uQ*>B3(g~ONy;^qvS+-Sr*)6N%t3roeVP^RqIW>KqE84MK-kkcG4iCuD zgRaGB2b7+p@q$w%p3&FqTPh2@*q%{g0x~zw*CQ^G6S;LNJO%a z9N|9kh%OoreP2^5A&p&W#}`N6;b>OK*qrq^@#@=XonH9Q1r@Cy4GcCnw-ktqr2-nx zyB*tGavPPK3sDvykTcKCMz1d>G7|q1iV~d(?DAoM2>xbt#|df3Dy1A_+RgE%MUQI z1inf1s;AzWnbzKps}f^)Y<$HKhu0SRG>_C@9U>q1im=*?N!|C+#;-a;5lxn)C}H|E3T+Kv(gvakU61mred&imT*3?Piik8Z0p1^#Bn zXo3X7lC-hHk_s{A$UENuK9RBmo`|#B@wKGmA@8qWgab~S`P2}j;rr21bpbb69##j! zp6_L*+T9Ut(edKJM5blDkHaX2uREr7pR^I?j|KyrwM_nLuo`3WLtak)V0UVvz2P;@ z|N6-+moIO$dK_PToIGIi@jz0~YnQFjK`L26f;y+4EE_K@zx{E5(kWB^@&Iph6@@tw z7xG6HNn2Wo75mdXKJ>*j3mZ@=&g5IuEfB9XNzz^IJy4fgrGzPr1qsM6ip2HNRz^=e z+U$-R#p3(KOS{7Z3Htxo-p=9KxqXgscggv+nrIYj7YHLetTAx=$!F!Ud(R*xRoI^b z)>Y$qor%M$PB!T4O*5Vyu+f|k_Wqdmrrq&{ovAb&^UmB%46*%AW-bL=h)I*Bfs}d| zhO0==SK0N3SOU(t#+BFnT}*gp3JJ$YD6<;hH~_Pp$KDRKx$P%D3EP*3{A^}`!vPI{ zgI+1-F6N1`D7{{{TWa9sh<_Tk;}^SPm}?svJQsMqvL*;{XpQeXkIQi}jwbLHAu@SR z46FVz$x#^cY~^Cj!ElmKu}vfh;AJKC(-!4;8p2c4?XsZhR*?s>EJgIK5az!lf&31; zk?B+vvSQWmOGo5wvtCPV*+oLuK~lu!&j2r zUEb_Li^K__cQOk@zfdcZJ2$}$XLF8w1y4y^n2FBbCXcjz75e+el31=|E8mC z!aq8TSqSW5fuCheZ*L4AT+E)4zk<0AOQLIhv zve_T;?s0|tLFZ}a^wl6{ zj?phIF)Z+iwZ!>8eN4cM-GBbhoBWum>(t41w^ZR228MR10VGi&;7as={ra+!9%a`$(^yvis zjC&(Z=Hi+|Mt7M}5A9#{;DXBbU)r5iJaHCJB$(M5RLL-TrV0m(IH#@F#@V=2*M-@k{Uk;D$GcA$&pk2t`7(vJp`bW$TpJuqJ-g7^1lKO13KPfsHJl;Gc8PW zsnK`v3Z}U|sDj6fr!_3kus7;3xoUpP6xeHjJ#ci=W>6#Q!sxo376zN~@23-+6_j(9 zg$z>u9}BW}XXnjX!@!_R7K8tyUe5nc?yyo-L@%v;s~9~N_5Wn)H(5||hEbLn>b$_I ze=M@r$ZG>UA(H`w$M1y7plh;?hi+!a60%yHw+VB)Gm5ft=;Ny z%w~->!aQa0d42ewCw`tFealYi)bXX=Zh~LHU5xf~88Mcc_Je5s*Iz$7^?2Fn0@V-x zjwYT++*SN~Wt!iEvVdV~nt zVW_O7%()P2`u1!`!}}rczm4-+ry82@IS$?u^MV5_`LXIK{>O_ok9e(j5C<2kMY~9- zor9H&!|fPvLNgJw`S-tuNAZ^-PhT3uc3EyP2YiLy(I}cnb|jzh;mAH2f84TY+dBB*6oue!FN2~LT3&qJ zz5M&zG4?fHkq)!Plgf8*z=n(bWxnAd!j#6xb9B;QlJ1dKNNsMzd)3f0(CF90 zDSV|IVLC;m6SCXFf*HD=Mu8ZnmQ)1_-<{jxht}EP z#j@fz^H`g8E*|pGw2q1W?UaJ2aO|9>@2lMFVeg+O{qczvi(~5cDPPU|9`AA?LM1+{ z^vDp2HARuj2SteB-8jB|?`)0)#%cJ)=3!C>xU1|cV>f-D_4v|K0n>i$nG=Awk94_~ z#_dGijv9~?hoS^oVPyC`N3kn4uh@e?`_-?%){~g2Lf^aYs|-tcM<1vde>;VbWulsE zMW3tYadhuVpEBf#Le!n6ta5rthyklSyG&0(QY3&&msa6g9uobgGR=lOVP z&?h=oS@7O%)Ucyfbb}0B#*z}0{Yl-KzRp|1D6Zb8`t3{3oyw{odvxlw04`b@tcQ^(%6wEVRLEehi~bcYz4L!7P&?n$N1l!2kE_ zpcX`*m*)gNVKO~P&JD((&1LAQZ5O+OpQbWv`FWIct>aI@92YW}uQ-kc>74XY%7EKH zoV8k%5*|~3;jJq9<~l@a${o)h5n%5xF{}16 zTexU>=-a@5;qZU&^$H(Na+`exhK4>RGkx65C;OV!u2R0O*EybccXiX%5KI=~(&ue) zI^y1mBqu^Hwt^h;Vb!4=ic8}W{u?<|x2XX%Mo7Zlp zxie3)2OwPlSPtC`SGWa+wY}wwEwr!I8@SLK4-DRAugj}@rsG8+MbrjJ?n-(MsEn;Q z{du#w@XMF(;R6a)Z!Estv9ZA#S`<2r!JrN#*v#3Ir60nW>Es84I!OpE2YZBljA-r_ zJVZX#><}4vaS$<0NGuanxKLR{!e)Pf@pWS4A*WKv25*Y6Z#kW^)zY2 zpR&c=ilvMu-Xec&MaIXWM6Y7Yki}+{sqYj^m%~ZR@60n{b|P_42G*q?g6ww70E;z` z@dG0Oo^j#9zjAe1cx>@d z%72Hq!m8cNzKqKxY@XlgvgKY2#;^g}$n40XdLRFl2 z3^a1R3S@YD8TrbQqY^(oD)~7szLr5o8y`I_0KEvdPyWfk_cW;?dBc(}3#o??0AdtG zxUtKRnf0umN$Y;t6CO5%889w-(zTYWXcpa2SRfK!dtUt{)fgBWg2os}(Fe=Vb;6K( zTpKk_+Y=e|x@WmtvKyWW37G}&l3r)G@{oM7zbZp88mVDxHD(j+XbHT7T9MDl%ayHO zA#bDN=x+lOcF0!FTL@LPr-r!{l`Qg5Co`ghR;&7vc~+=M1aEophnfC@?+|Skyl|S7R>uNhCGBkVnl|n3t=; zx^`~xk!K2D%c*!A%^}RswXY79PBc*|{q1?gBUx|vG9zE_+&pjdBww)PsZQ?{ z!5C%@#j0N-N%1ld^ui>#>xPS#Mo&-Ay^rVQ+!!8AyZ3o~M$b7>&wWP8s$wV)4 zAH!xL7pS1aZ0dM>av#rJb4g00Q|q99^0VyucAfUut@eLok01Oe%=x0~tJ_%XCey&5 zkAU-LzHq?m3(_!f7x{eYpY$%(mzLT#nhbuZlbm8Uts7doCqiFix+h>A;LC``=txEG zC9B1b%kCF355@13{Cz0fhUw$_V3i|q^&Ubqpg%~QPENza2GCBChStNYWkiE+A5+Kb zvgW+S${DAbb@0cw-$th_cJYqWq_pi9P}FUa*QXa&2< z=ysgy;ks7;@A=QUAIb{e1M&+NB+%6*%v%_%`O`zp4^&L`Q~KGG?M`{uPJmIG3z@~e zA)(CVFk)A!!}*<#{Cqk@0N?QSDPi{!wXLIcw78Wk=ivq8?t1c}?_})6gP7KWsyA9! z9enRJ;aSegApIr~%yF)iR)1zdzXrzFSZVOJJoq3=L0cVkdy2X|tMg^9v3};M3bBA( zM@k>e`Mm?*^nHbGrFWW};jj7Zp{DD~L~no3bKi zXv_VTx%NcfWL>XSOUm5xRP@r9f_q37s~JiWXu$uKTQR&OGi-)fRf?j|dGt^?KBrdc zqA%0|LHE*PWb?Tvj`zY&^x{B$s*vl0V9KC~agm?ptdBP!;;GW`3x;s*zR9Ds?h?V+ zjB9p^*cu>JA4eCtBh3e-YNK})vqNM7Lz>BBW5??wp7f^%>hK#>24}se1|~VW3wXpx z>l$|WOf!`Yj$+@J-T$c#t-$)p$@=ick|JTx+fpy%a? zYzb%=faVLE*>yXFm-uae4@T}5_*^;u){o|xyE;AO$Y16%YqaT$<=>!nwH!A^sH+ZE z@%Hr`$}1?(Y)yJL=j3hd=h0UK0*>L$k1bRv!?y3}=9>xkFYGO0hj-C2*s63`!Jq~a z)@PV^b-2GRDgckq!u%&=L+@64LZSak$YmdQ*p@nl%U?gR+#Q;(Exgp=FB7HYYgD3V zTkygVm|vfm4F?gjATl|?l}nB2a%z1^eQMHAO{&$Ec}^wf?R=;Jf?ZnM9Yb)8tK~;g z`bS%En*wwxc#U9pfFrS`f6uM*IY~6Li;bhRbrt%EMve%@ibMbieX-TK?y@>Ma=^mT znKaO4HyJ8GChIc8v7kGCw8;RtJ74fp_V)CQm)gf-^tfzqtSnXN0s}Z|v;LM@FFMcS zVprWE)}VYiKtJ<_=6vB3$+ugD9auT~B!zpT^ZuTIBTt_vb6-MX;Oj#t#j6A%*?Y#6 z3j0x66E8J(pVL3{I!HcAI0`R#-$U|ON^<1P7<@G7Q~5n>3lsLn(m#jM1>ZFbA3$QT zS1$P+nx=iNU45F^Su(`yC>zr7p0-)?83`C45Hmtoki9H?wrgGeu9oDJZZE`_F2s{m zdOMi4Y3%29>2{0O0Zyz~5xRE9|E zdp43{WxlY@1$}TUGc@IT@DddJ&PGls^j(qvSq4Z)$AdA&^jVJ?L`HEn(N8mYNmep1%_6S5Ag{s!I*yHIUsJ%o@9%>EKkhiMx;!IAqL#M*^>Gldc}p^ ztQ)+i4h>6lcb36I2?`ty$}$6!e*OaKPx(bpF(DN0RXhWE`DIT;iao4;Uqp3BuryTa za&V77bit=fD@P|Kb6a5zwIv`Y5;QgsAsJbzen_)A!Oa^zcgcxz|>I%d`R%`^_O#R0QYZ{Q60SDpBQ5W zkBN#Kp3BvsPtWg0h_9@7HtRX9{Eo!j>Gki6jtf`#ZzZ1_jEix8;+7=&2vrXHf9$%G1|{>znQw^i=7_F8+djiP*1{B0vWH@0ZE&Iw*)(c}LF zqq;{TfOP`E%(_(YJduuBjRn`*ubmu6+GsF4?ph6BJ}a@7Xb~`u)EoqkVCgo7pL-&> zBTL$SJLKSoPz7%8)?OJ(qnwe_ZHh}YQzaKwO_l1r2t2Hl{>jf_$^evW)TE;bNkdvu%yTk2X`o#!Yv-6RuAN!=v z3c-f}xi$mM!qe~?c3>l-E**c4_hIf>@7uTvauymA^Tyqhdn?`Bt5K)Gn1bU8SBOYM z;SF0KR@bN8K(-?7SFbS3wnGEL5IgmQNxD77LCRD^(NSFb6QpH;}OcBLnaILi(vzdl{EoYpSat=P)k-qPngq9lK~ zmKXgf&2E+Y{Ig;8?G{|~%6#V3+{I0a$bCba>kYPugIv(YHrsxH)#p+z zyYs@&Zh$fc!5y_vu{hcd_rb@wFiLbJ7pdS$b>8ULH{_}}W%87yD}v-N?7m1x&Bghr zy<66Cs?-epHvU8=;gQ?txMFyM?8D5^Tu&{~fT7be`q=G6%K3-`7OP{&C$pE+`%T*G zTmeVx6gLn%gAc5IWOp; zFf9{w>Yg2D3~SlQo+v2mY1{uEGuyKy^=cvN2*$G6$IdScw2?pB?s;HXaQ5?`1EJV>)QZ|;`1k<2pIzKJMg#x&NG53pDJ{HlM)6=~D zaJ%QYxorNiv%g-H7y$BRV7I$|Hw>O}pnqy3Rd+(fX);9t<6F0XVugFxV6H8Y;HL(S zwc9UG8IzRm%KfwkZ@Fc0M$56tpI=>8{LAY`;S4o1_89xRVI}<$il%EBE$QMHR&72m zvjyGwQZ1sT2xHleJWge;Vhz6yAb_INEsJ*^uIniXtZEWZ<6XccigfwvtAg4Z3tV^w zy%C)1aNY(`>Wz5WnBaVB<6JI(3O0+Y@9L&3E0yR#9m-GXw-f|G@pfIj0J*~5w zXrB^7C!(OfS?*6u(g%x%)rMV_=p9oeFZRVxk?xM#RKZ94a4!r!62v&M=Zs9R{)A-H6K*Z zfPN;qqTShe&^WAD$w0J-cg&I!*?+>?=8uGukw&Y)TZxX5J0^qTn^YHv1MBB zlE-nG&i{+q^SZNIHEU_Zm7}~dH{MeWZU2^{a1zerQ}2^3r+%!)Cm;ijPkHY$BRbK& z9$(%RVWG{3xc=~(enG}*jNIvgk2>JV14!>LIx^H#@2=M7A+ob?>J zMB8Pw9dwnOov|w^AvwIFDJqQecV90omeGw!rV2LDU3x))-npNRXulgX)>NbHp_ ztvE?0SZ@?qC=*>{UNZr6(tK&<$DDum9zD1RAQ)BRb$Un>O0^<@eu~5G%Uz5kKNMQj zI7oBTS@Sfzy?(Ucfa=|(wVM#%xfzG#k_@{NQ^c1wbfz#moIOBr#*Gkm_jZl=%EmD@ zGCG?!Dp5Ue$V=dYT&Z*)uyREj#~8xrbA3TngGVxIOZDlEs2mxtL?i$xNH4Ex6Z$xV zSjizSKJk>$-Fnya4Fox&;H zbBYSEo@xyEBXZ>%mSjKZJ%l}8u#(^46;+`P5hGWN58(J9 zLU}rjvGrn9FS6|sxTsPrhS%C1L@%ot>OuLDeR8w7WWaO&{0>@gozK#tJ3P!Tk>UpRLEA|mlxYZ<@IUUJq9Lp?Sa86R z(teg5Du#I`_hNe;DUe)ULFzLvu-YUOl^f2-UA(`3dC>Y=zSACy%>Fj3%PZMCQzx>- zZBY9xSyx%Lf!Df>rytGDJd}9gVV1FqIQ{->Ae36cNV@eXQSMRA{`@G;C^!pcT$NqU z_IAhdI&Mg2aFUW^njWgB7t@0D3XvUBQDR1}wJ`xGsGfC?yaKoR7e}3o8k&Ab^*Hm! zXk5jv=IZVmBk^iJSJXAKK}G2b{`re43SOr)?sJGU&^e7am+)X0g~UMDB<9Q5t=WgC z3X?ua)XR|6xnB_C-h*ACeZsivKt_jpm3?oI!Rs_)Mw%S-eP3x-zav)~4~h(M(^?}< z#m?7T*$F`fc9~blKFBF<3hX*!j6EHq)HLM=;ern-7H$nmJl`xB@aI$l@3Prh?q$Hv zdsh^8dqkO)IW73Y>ptQETh**ly5<-Gss84)$9)9yqZed7255$LUnSl^9$Y~5bF_`IF}TKdDZMJTvr40Rus}RGwQ?yZA`NmpPq4n zFG?hc!PusBr@oz2eZUqvCU;vp!@xIDj7z^x7|MbpyItUM^Fs$oKt0t^D(qD=B7LN} z|C&mGSS}92gAuNHl;l7vuSW>j7kUvv%CHV&iP5mh)DB22hQXO6mB8O#HlOu13ziWF zGb)JSN(@%8*tU>GfkhoRgD5XD>Mss0=5AXm+OqshwK}U=2K-nVeA0I8fKYOG%AJ=D zay*~ita;C_K2W!eJm7gQJE_$1X!nzk^EFo5$dc&uJ2<PPvIkxKDf=k<1LdVl6*%GP?k>Ekkh6-}v(zdaX3fka9;xa!@3Y-~s0Lzp{5S#f z4U|&qN_HWcQ8Eegc+4Z16*&=3$8$U8F(tx$ymf$IBvKO2iJpjmiK(7| zW|ddCwp_qeDxGN}1yCm@!h*)9?poJ6VmQRpT^cDbE@wBe3y>x$n zBUUdto9-ygK>EelLsy*Agk|H^PuI12G^ut6ArKqqgH$gc>)4C8UP-Jj%g=NO+ikFJ z5wBOgmYrC&#wpe}z`KX8DY>=fW;yDy))Qstivm(v)J4{vVmHBQ_DI2U=r|xJQXma5 zmSt9Mtt;^1M)0E=A8#$(EN0HCtNm)&)B4PCu`t2$jbO>5YFj(m;c&vtG@t_dVpD0~ zsM9a~h{`I!^hRCtC65k)8)|j_*rsZ^VsS=U0OmZ&2M0aPXtknzm(#c>B@(R;iUony zrxAgBN>^y@ue}G4lO)R+G0&VURDr)xNILPg;JNo<_XI4%l+_W+mBV&k&|GaaBp2}& zcAm4vp9vs{{AACT$f0+@mX0?%|HjQ*9$MI$5u_iaXJ)qX7DS0tk6V_LIO!ees}>cm zsQ~r!OIbcPE9xIXGg7g-cUd>*Zrpt~r%|pVrY#t6VFS%;AVkVC$25|$3n~@Ktm~mA z^a%->V~Pw2*(~C_bwxnKJz5!{^wqOMpeXoP7-o&X+~eGpMyETi@=}wpNCnuEldl(bfL+=Jfsubxs-rhNVTuH!!e#)n|X4I zPk1U&TY!XiML6v7Q%pCQjxj>bj#T+VjOF}!qZ?X}RIy_qqV)(FhBxpCBE ziNNS&%`?~-v!KEDt)Ug6s@IIhMaK=qq&$kDC9rcQ>(0>4C~$iy{+SM5CV@Mm5ny| z=*lkOTzPpl-H9M-B(*AcOnpL#Db2Te;UD;S*0KcC=EQ1vteT0 z+0Y!?%` z{nFhh#Usr7)ZPcD#Jd2PDQ(vvg$Xd(oy4+1mmc-`MR~kfg6X}KNJ*iDqfadDm!+m# zlGb9knZlRFD3*`qYtDDSs_<$n4>@AAY2?Pl0&;`)(j!F;ZAxloFy@$ZS>ZfvntkIo zOpqCRG^#?=#CVy}!#-5+Aj@b&m@0@Y)zYnN(T~?YyH6f;Fcg^RHPmH~pzX$Fczbxt z7>mDzIE}O!XGZ#O=b_q+POF(maqS7rWr*h17dIbu_?GnOtAcAQTF0weMQ)E=kR2SdK5Vw2q3H45iO<%OY zocU!>WFBs0lc{nuy3Ve~lxb}uMt&{(ft&bkUU5h=Kk05IFs5!pbCI*>QK*+B4NH|( z)P_j3@`Sh*EZfU@$+rszY<3RX^MVaMA*b6@`ixo;(}tsXUVw4yZq`ewmh&orP!VK$ zz^xX$L`AOrqM~R;j-k`Du!beo2DzmcQWHdWVmNfj>{5toUVXQl3cBM_5@emWem!f) zzf#yjOVwL6R8@;QTs;c0tjONVTFAs&Y$TmKb}g-Y_%@STO68WkAyrZ+%r19ujtQ** zLX39Vd-yfjQOjR@j8uDe75R2&+Y)K)3F8-7rfwLm+Vc~m?VY%8FnL|quB+QX`xL5_ zM&YWJZH=NFM9S(E;5~AvL=IAw$FvL;Y9-#YU7nar0F@vB6NjG|ABk4L>m75R;E9Ff zk(73~_X2!wvsli5b}ktWcIY~hCE|IyD!-9UC<@Xam5PLa#7MV3l@ZZ@c#Hv<_|uhyu*=j?Z?RUGn6jz#RjKXa2RMlN7g0ZgFO3hnLBbf|H$q6d zxN4i+H5)4x6EAFaWn%5>#>ZA;^mE_EE3#TvT+19Pd~3IfZ@oNiCympr=Uf)qJ)cEI za?|}bT-N!Xydqpp`g$-aScTJt@xh5yraZQ{D?+GP#=h@8cC2w;iz%a?o4EwA2hF->rRG_h-SxH~S8Bg- zArJ?lWQXoA%fly)QVY-1D?dO#jy{v=RUkO<#W#2t9){*>V1s8jRx;V;K^>zjx1F+Y zE*UW!n93oN2rO*tknqhHezOIp4PNrGx6@M?9lv#kv(Jt;U7w;@S+NK5Qto-^@?e7c zZUOxsMnTn78(J7JnK>+WS%vg;oNi(66hVT^O3pQI8?XINA^IQrKm)@VPs-(8@Yd#L zrrzyh6LSr`o^^Ni#-1S=$AzzeBD;u#$u#LxYF(EwAxT-{m}^cSubf+(y&8}*J4tnb zDU-}m&kmeLiA$Xej7|Zq;4b3m@uxJgk)BpJLH)b5h}q2$)9@Cwi^uYihmP&uhXy3a z2v0|Dnu67D%P;>f$HfYcTdXRJMJcGJjg0+i!Aq%C* z(@rf%xg@zghs#ua&8m#vBHiX%ruNFt;M3+ui$3>$MJEu$#MeR9)v~2CvEOaen8Ug? ze-S!c;yW*@qhqcJQyAZvIqk*@SIlct5aq~Mq*XBD_;v%R#63+LlJ@z71I6=$9Ssc3 zk3$3N`=(iDb%;rBr_OUM=4E_GEO;WV^mc&NP?vAys65IMF|Z^fjH5t@!<_?&ZnMzN z5xwJ$Rl~5pD+5Ngj53~9=a&4k$H|(nrxq8p72eEz@ zvn%x&VDm~BxXHvmptMs*i7K-4bsfC9)GSe&{yYHoq}|=z2=?_FlMU}r}%D@MOq8jvFUZh zy-10x8uyh1WU*jE``Ntntok=bK{ZA zGQl+J<9~erR+OCbc!G`PjAN@XH8c%qz36&; z|7ShEQPv{rZpL%ePe%OLDA^Pt2E@wphVzxx-8BtLipVY5saaB5zT@b>nQjl&T2E&D zmg!Fi|9z33m&*_%-4(IsK#zl4$*5^1|HZZ=Bw_FOBa8oVGe41p*=6AYU%*_;M_|2;Yp|h;KrCj;{Plk8k{x@5&;??$KP!@E|+U zWZUpf!kz-t2DU1wf&v#ley*dxH3?b2wJ_2R z>M5D4S7=zD#~N$RF|vADOJSek3h77?*M7Eu>&irJJeBQ#@9*jU18DejrmAFF5BBn5 z|BFccYzDvAy}}Xos|57HF5#yF{ZkG4Bl~k`8_TR0A?@Bhe&t-PV|IJF2zGsr`zA^tCHh!{zKUYY9fru;TV*ds#|774# zX!RaMl?@1){4TK$J0_qWQn|J_~$7i8)FE#Um^RFp3h#p}%WVgCQcN-*E~s-y?y z``eNJR++Qk5XI|-@87rzf7|@Ks4M@1jlUq6&M(;biw6IKjlUwqFWC4CnEZl`znYj| zu<=*N;umcEf{mXzw!dKG7i|2@-Teg{zhL7RZ2Sis%Ku-zjTV9(N^4z2^r-% zPUUCH#3z;NK1qM!KKaKNC;r0^_sGefCht7F`|Lk$@Y`@FLcS5(8M=N{`-j6(CY+}H zD!fwu_MZ)RlH|)7%C9B!`mw(+_djpVckx`0X`j{A|BxKNua5ZVkBr22O&{2)zEk%< zAC6P!8t0pagzkI)lrH)r#CHCA3K#y_aLU>G%A7v@v5EhbF7M5V?e+`&ul%Fc5e4nT zGv&?u>;nIoE=|OC-!%8{{1ajl=N5ARWXNp3{DXf?7k^^AFX`Xn{sHfPBSk(@k<|T) z{xMyCDd3Mq{+9y&m@dB*@F&RgO96ijk-se9zm4;M`S8mE{ugrmTX?d6S->AVegE%V zP~PN7zJJvM_%Z7LvW7pV%P(vA%NqWpEzB=#_!HFswIBT9j{TQ4{K-c6|D84bG1C9C zfIp_oFAMm~0{*gqf1$vyi0F?)!M`G+KcUO7l*C`O=Pypsuav}3=<+Ki@nfIxS5EN9 zborGN{0pl5#asK86Z{EXe&qyzyw~~vz6V_U*sT7yIdYi`BzaSAge<3bu7*;97Iv5> zX~^7&tTZA6awWae;_i5zg~NFD-t!`>p;_*7;>$XGj7-x(YEq5B04d;H`>11&4ni02 z32wrY&Xn|5jEp$p(&KY06$cfrHKi&KvYkSmo_N?YJEI{ zt4t#&>>NQy^G@@9da+@7KCim#Th>~M9UQs#EP1gz4;^<-_3<`dHu0R6h~2;G6ZofT zv`r*t=#BP0Cz*fDwC`S5h&S0OFhOv}tFybZ830KZUx}&mNZxk79Zpe+*EEDHH2@Ex zMiWb3Q%e+}WTD_;kKL%bWfshfmd7EaH9-OLuK*0u?*>o}rI;w?O{?RJ73g}AXbSi4 z9QN4;{+WO|a=$W!SnwJRO6Hu58+K(`W!Alxn>3(uUZ#}lt0GNSQ24(O5QwIekv)YL z*tIwRM(>biV~gvMJ2JD$eRH?hXZ8qd!y!dhEVzX zcFJcq#mjRLx+<)&Jqf5?-h1^@Z?z_8erD%>!@W56LXptCy|QI5fSml5Pm{Ws<0Rj45JXuNWQKQSEOo3~r^Bsx$DpCq zcGhRcGv{{{r8q@d$T8C9@y-ovb4HD{xq~KN1Se!2YN$TRDP?bS_3Ask$C0$V=w+I*i%f&yz!lmtStNizXwc0p!t=<=JYC4I=S<;DIhHO(HzdcjX2m9# z!e>51NlQb}C};>!arB8}c*k9B^xY>ub6D~zFkE;pWk|_xg;3L&NBw88QbX4QRZYlr zhU}592TZi`ALs&uR1vh@ky^?j&2d&Vm!aVdc=ct z6Jom%BcWl?ki)jAlDMeILv-138YXm~7W4({1pkxx=Q!OODJj1ynq@h3|9<4lHl!uQ z1kan;g!5%cRr>VgW>bv~0D_zNu!rofu!;3I0B=MYS{q%;7^58U4(YjJ4#RBLT8@Uy zHZ&7nQ>n~a1#LECV3jtp_(Z3n#;kHxJm_%<5gK4yl7#_;rl>^83O;#!n`!&4;^bcC|*R9~)*4IrLY znPYOqI)22-o`@0028EJFuI?)&xt(|Rn#^gFt0 z9R}H>O-br_U)8GoO8|)fn&$}oNCZrq88hFV)DK*vXDT=8IO5qq)?T~cJ-b;X5S--H zBhcHSxIgD*1BQ1K;;sprCb>j+ikVHf)(5XC#)obca$KwkBmCs@-_jQbd;`;p#3W z|Jl6O{NqXbimGZi>osLCs{Tv`PTD+UDR%X{CF3Z5&PWb8Y>vIK8s%Wa%z9rskcFqllK}L`IKRRcgNgAKu1AMoxav_U&g%?=) zS=Zcqm!n?%Y1=5z)g}`UEW-L1*kgWUIIA{^Zh?1yG7xfkMy*MOEcaj*^?`p2Q;tq( zG_8{B6doLuW>c61Q5P1qlbV$FV`?77(-u*0)_!PC-=4{9zc~eVZ4>~k8+^F_?)Jh% zhLo{Xp-H#fkHOfIPDDkWx|U2*?0oroPPgaeT#ggX2*_+1qX&av?`pAp_2W8nB-KXU zs>f7`fTCivJ7LbyhRt-hQngUQBQVwcU)tIo+0xT8?=&+(xN?u}BKywl3c7b(0gEG= z*Zmg=-b%ODmul85<~y-QC|bo#WD{Q9;l8PzlpTJ_iHO#KR2L`Wq0|4K0k^nMJl@9J zX=C-fx@DV&@O`OW5pd!ei_F*$C5TN90Cn)lpDHD_X@!ezp`?7qX1_xUUA zAzE11`uCzNhRyVag~2P%q8q%zfYYyAuk6;QK)`8>benIQ?92b>E zE0ceF2Y+r)vab+!QH^i9n`?$%}KH<`3Kmw zZ1bE0T5aMS+^ef&hWw_|Dq+SB=g?%ZJ?Uc3O)4&z|LI8%ydio5%%NX|e&ei67P&vs zqJQ2gY2S@UAh4}-WmUrnT1zpHkvj=ovbZf7lQ=@z6$L2IlmAP z`oY0SH+m|fO^L`7Y`FKE#KoKn>0z3};KU@CMms~|oW7%X@}fp!_fNE2it-%+#&0rb4L6^y!PUl>i~R)+(}t#^}Pyh4Z) z>lzB8M{Ll8b&&#oaWF!6so5EQj4*`VR(n~|ij=m!8L-(GM7v4cG^8dUIBdUk+I+iL zdHi(`i@`KVHnDXx-MzSjzYpRLqo^2qAutO4_!&A~6wuDCx6*i|iGn@tT(ckdnMj;! z0Xq`$pFMHVe0QP1=k>Lqn@v9Ng6aT(l;D?G?|j_DEDmj=<87pI;uRq_iJ>$#XOEq7 z`IuM1kZoNyGycLu&#TLI0$RNcMM3t9yR$=LF=sdXX=a}~NXQ}gOr zX`)Savgp^YaMCgy_vnis^$-PI>xpJ(?K$N$A2{iu=j{eda`N=NlAdmc(%p97*oTeC zmL9m-?xEvaaYwlnxQohBbsTl{zUiMehG<^EJpy~=wTBr=iOVTYPpRT}f?w`nAVOqs@Bb+u+rLiD7GVKp4Pf06MjeG4UN;-hl^=4$*Cj zra{n{(dHo&Kggc!R?1$*2RVA{y)8efpqKAo2O52bADzoCw9qwm12inhYX2H&xL}(k44^ zcJD9DeJGZ4tq<+^?AF;`6ni>%9l6+I-+UU>K3fOS`feL4!aU zLIIye;33Zj!IAJnbRTd4vw3V*skyV_u`1FR>$=`@y-Wr z>aV!YRnCK8?ASu!uH<(El(;`feB4G=lVJWPv^6;kzeImM)$Ar)xKo--;H?MmTJ`}D z5b|gnUP0*$?f9ushv^-SqIY_4Q}ECIq7;A5_QxXAdJ;X zyY*DFe?oh&689FpqBMw!^7!0F$B|sD2uJes)pnAl(KiNhYVu5>D@E)mT$%(soeC{> z9taJsuLsqwRe6j-B}T_9mxGu?2x3F!go4O1*|oxAp)vQ4D{1eU>eoJd7;6nrxlftr zqmL8}crD*T@0Mzy68$2LUrU-ojzXmicNbQO>{34NNbbg#lZ<%^Px~xOkJ|MpRR_;? zU5UXeNSa{E7z>qg6wxT{i;%A~X}i&N(GaauNC?)H;v9-=#rFd~s8=HFUeu z0=GW(v9R%~P0ak{=G-pwwi=Bs)&Rb` zA`B+K1G(C&b8JUAbuI@7wb`D(Rf9wTGb96od7Ls_qRwvgA3WLx@t@d2Oig>h;=j9H zI37(`wE|Q*=Vo~{#s$Kq6hj#UND(h{Y51yLiEjuN1=p_-aQqEE$3zg6)D8$(QF$rk zlWiT=Q_#FzK?`RdQkP0EyH+8MYQXpVS!}(ffN(09Lq^1(U6*?$2;V=6i^~j{=|l~N z)$z*TNtgBqZfVnn)-Jo`-Nf;qJ9sN!TRrG-G8RgkIVw|L6 z&JgF3Hn8=Levk0BVsOTcF=Q9(dIX|hI8LO0541sKFVtso0|FXj56rNzsfccfu*uFa z;}>Ul=pbbk66U$DaHinMBqMJrW7wmA%FoS3*XO)^vozZbo~1d-u1#dRV7-E#la=nq zlAZZ!7xSQlnHVPqbb^5_PiM#1HwQzh;jw~j-7R25MTo0eGE$>7$H1%_k^HHZo zClaDgzGc!F>}M=^+IVJMsmQA!=|L=G>Z8qL7yl?Bzn3|D{L@99C+1tgp!^H16TIK? zccP!x>ZVm8lTPtnbMy;MUbpdky}?6#n5rCYl29K#@cE`Vh&O)nc%*HBxB%79N-YIQy{Zxqf8 zbUFL#_JHl-snx6QEnE!eH$-YwwtgyrGfr7pM3P)8KfJy#1|^m2&LP(-#EC*k`;dM z9Y?S^PvH>xx`)hA|9Yisa9_ps%mITzb{{9dM!Th5PQ_SDbIUi^@9}e7n`)3lcBdU5 z1M(-d+x=>{8|Bj!;dvUaV^V{=s8;;~g&4<;YC6<}Op;9VkUm%;G{Uy%ioZYGUg250 zI!AxkE!0+lRlS( zVvaTm$JO#{#n_H+@SNT;we%>Y@G-WPUZ3f1p)_#aXAB)fN{#4ejIwReQ??JZi*#BX zS#p;O+KyiLAD&zB5qijityzZcG)KOpnzqX_yF|lX4U$P>Y-kjAyuw_YzNv~ymm>+{R^OPm zBlzJJAnRa<&f_n%0~LF7^6C>NPl#9mi9>23xWX{j#xOQR>xO1D@C-`4Fu-APC-o82 zggZEJ-`Q^%ug}g~Lb`c;U|xs_38-9&J^J#&Q!E(d%jSyTNgwm+K`!?fVALN~&Tbb& z22PDhJ~zl^l_m1Cs+3-7pyc4q|Ni*Tsme~Fi7J~gslD5wjsQorg2*Wb*7 z@y>^*4*_q=!66FdlS(%CaUFF+*K{;$I*%knmnO2Xo7X?ApC3aG;r{Jb#i$Usf!z!7 z-`@OY?pn^Dze9S;?`~Zvg?UQo+t@A!<{)qL_R;sphxGB zi&{(N#CS-+GNWn@)bx$B42qks?_1Y`Ni2u6$q`y2GgWS;XSHUxQf8lyQ{zu( zu*0z5f~WT9V&SQfoycz=oU9W{qnvmLXYBjl?J)Y?&dhC{Uqw5Xuevdhti)ogivpId zjGg4&y{xDED$nG@i@u!jAY;7!3_m(%Zftr`b`%tv5oB$GX5W8zJLYkEc zfyH*T-0v;9SaNCB-KqljsBd7mDG464#%TuCJtfuGswGADXjbXe&Q6qt!!t{Z-7m}V z>W7A(ckVKx0RSa)O-TtYUC2?zUgN4!&VBECd_(CIM{|aG>As5~>HOXC$>0uI{tDmd zO!XxRORH;kCMGXsPQ`f#5$GJAZOu@F#Nr^XS8TRFL4&2ofk=Ybod$T}dgbNJ^l&{< z7o*5$vrKQycNTW1`$iv(PfXVHkvB?YhH;Gd;F4F>)>q!Ir1^8aiX~IF@edW#PT_#QYy0uyh1Kx} zVh5Mm0evbp5~8)lC}ROM^UO@&8hu!4P2fh+DwYEdOUQisJyK3$#Xc3-kS4h;n@;iM z-R{jj^Le=nzfaog@Rx;!8?GW5x9j!;*sq#lWT>jqee^=;k_MRE>rn@JiN_LnO+gm4eQJo0-bBR z<~$n5!{h3TnUf+>k;Y9BhNRvpPs;8xN+ZR29J;FWdQwbaT-ky6k7GM1?|npsi(1k= zWw6j`uFP~Zz_tQ%-pL(5>4|5l%%OD3v_&-S5c1iL&A9~wQhF-PRL}V!t!~+FZbrun z4ZN9)FDbpH>{(r$w*_#4A(IUmIuyVVzjJ%4s3EDw1y>U@L#77piv-%j1;n63Zr?&o z`o}e46n9o(Esx@tg^fOM>j*a0ms^>zqx1rJx_3jgqk#`$!nMF+6RnLgo(Y-J@KHC9{p&{zVuh&!{&(|-1Sbvlv*W3MVySE*(#-=&l8=N~q5*y$?r z`FOn%uxkI3Uy97ISQ<$WM25YG?c{;({qm^=mwCHOS2onKk33uDPi-8){2ea2y{agH zIbv(O4kX24UC*@0v`d0_P=(6)w}gXwxyWeX(1v_up zHWqpl)+&$u?6$)|$$`L6$ZQy&d%c8$t+ljc%?rD;#@*WbG7r7RQ3e;@`EioNZp+T3 zTp4zW3}O}_$VuCrj;Q#gd&;{)h-Avq9J)*H$SMF??x+K$0K>Kp~0Mp3Mg?SZ+j&*y>05@G?E^H;gQ$A+270BAc+zq0M-KQ%} zPWeoCay*{;?CYRc(1OF)7B396gVYt@$c+0S3GOAcnIw1tM|Zp?GiLyVK>|k4Vh__ti-LrsZoZ->e2yZaQ3=fI8 zC70202UZ;4oZ7JQwfqbIj~qbE%e zjcs=VU87H{=tlE~7A-gUEyAqUT^kMq9Oggj748LDpS6T}F-GC!@PuPY+CGS@YPO5r zM}Gz*aJct;hIv?o<6UYYWdG(Tf)I4}5drP4FC2MycGqx@pu-hPpTLl+x9mE1*le~J z#M@j*OeUEVlSzl2FTNHV!a{T`?7%~ksb-IHqKG?1^qYVhvf_&N$& zCfuAQnN~!Q^C`)lHp978*R!RXrIWj>Sy%?v7#+9R6(Stgy_6JA5au++P2rPbgPh~%(acr=I zrL^7Fc_{Six@3TD+AZJ>d_B_mtyu&A380L@r6{m7o`?rY+w zrRF1TIe3R7&$aDN{H@WDo={VmC6~_?2oQ14w<`lNo9JyT!WFpt3vH#6&Ws zX$@B8B{Rn+3LP&2DqHoBTr3b?>uJyxhutnj+CF@6TG0-R5{oNr9!!PsWyWWv17kcp z;qLVZ?5I>GmP?cV&i)*8I>6*(Z!$|)Y*#}?va&HBo%xfFYgW83Gh{!>;> zgY6|b^l-_{7y?@mnDKt?C>Dx~%fYQTHM}cx{WDe;WB%Q#LwTTje)IE`^GS4hO5dx3 zr|bGrdR0#z2uCh-W+nrxdKa`1rZJHt=Vw`3^&PXevz&%zUlgMfz^~3U?+cyM8@<>P zxFsCgQ8;P|T;f`9RYf51+p| z7C6bTQxwu6h?gDP1E&N`E~xJU5pyQMa)rt7yt z%73T9Aaybq+LWSv5oF?y?~@Sza#l`zRR&EAKROI=tUBR#6=#EA=K0PAB5pc79fI@j z>S)$PpF}s{kp_M|jV0F~n!;Yv(v$UmcD?>$h8WdOm=_Sa7_=Qwarh|fNhCbT5p&iI zjQBFObKSvSTqu-^YnVF=zFyTRzYBrLnH)Wr*7}B%&FuCx|2?a+Fi&TXVG|=iJwYKf z9}w{6@XofhS7ml}&#gvGudCKcTiQ&wZb}9-Vsv=d=6o4@YuJmBv~|?jZz<=)w?L-= zOXPEkj}7Nl>;y*1u#{(opQv--A)~Mblt#QbODU@J${2=$&YZZ*DCt5ihQ}h6`@An< z%@dd8*WK!RHZ6xSMoJ;FJf8oDuCI=2 z`fcM@6jYFs5|B`o4h88{1f)AgOLs`eKtNGIK&7OmyJ3Tk?rs<`#t31+7)Xp7@y_S> zd!G0G=lzFs_#O^t=ezs9u1{U}y(hVj4rr(dCp%D}eA9SLk0%Q6L-QU#49>3-CDdx= zGs&)f(&t1Ma&RZxfr`9zkyO*1-x*iQf^O;i({Z|jfit@G zDBf)jV0VBZK^rYUJn}g49k0(nN z8p0n=aYB44W^Tb`4uR@@8LI)&+!6cc@t#=-L!ez}*E&pL5;YZhc;(i4aL%ahTD2** zTKB9nVU~ktYjbmuBfanAVeum5rMgixx_3g;wKL|lJUUA2|B>?p!^E*9i|qfxJv9Z^ zS`2kVO-D(tPn{#cG!gDQ0X@fFY{k?5rrxnQ|jnyyPfb{FJa zC2Y6z1*h<9NiU+&nZ*z9b$_?-EjF7S-TTfYJg5R9UX62kboK!-_+h%d$8sKFaay6g zqf|2xW+I^aYH`nj=Zhr&j^e$ca}Z|rME^mz8QdLz?*Xm_q4+uGPVy67zdBm_(m|rt zG(;6*-E5#`=4qtAS)Zl#)XnoQa@vTa&*mm0L+ZV9a*3O~#94fBRKMDzu=Mr4vsz}d zikPrnbx&T$9~~|ZLAsznKZ~Dd9?UoNQHDV%>*vdRehqF2v^g%|vmcjzXa2Zndy>?a zvY_gb>$TSOwu3uUWUI`fjSt5)3) zb}v3U;z{%_O9D$N@hUS~R^|j$@M|j;H+Pf($GJ`{fE zyzz%_6RbY2$QIC*4Ge30WcXi$p*ew_bnjLQ6|rk8csD4bbZ_bgQ$ZOgxe<-X(3e`UsJm_mxkn;Mw5)*BK)`2aTucw?PKaq>6(nWSH*k3sYUbf~w{sIk2S@W{H z3}A6&=w^XMux+;Jqt$6PqkGeHOWzz>c#k^o2xV$cq3bxqUOgp@a;CQBW8Z{<{VOVg zv)MGQc4#o>EzH2`byt)C4yE^aC7xVA_AM&Bf$L1OFJptsW*g`Ej{uGL;FnJ+9he=x zE*^^M{F|E~2m{Y{*fyhM?pB3^Nhi%!{m?8vS0yz833w(yqBo~9^CIGrwSc_SwiojqIE zv46GUAS?5&*r2L5R>JN}L;0xX=C7-;YcXW}`3{qHJbe4wm97ok5x65mdBk|DKzmlS z)}lwo&e4LSK2cmuFi6ySLdm8jHNAGA?=Uk(SUq(nkJ>6xICfa(J0Ub@eZF=n(=~V= zZ;{2+eD~S&`}^>~8?#t%WAcz>59 zs!Nvo-FzYbi2SZ*t9GC;vrw%JjC@DQF1LRf`k0g*?DazG_%RVvI#@6F@ONKPw$R~0 z71Ne51$`x1l5MMu0G)9WZX{@Jy4%{2Q zwbE6vB(f`>xC9$nIM#FWvGOg6GU@$rzIsQ7BNM7IFeFHRvM0UsbFi{-@YW~#2_3p1 zoqN*(CAso86OLeov;AB(4eOIJA$cZ#p~d++c1HTIKykg-O|r)Y%AoVR<6nSLuNq50 zlgi>;4s4^C7uAw}TTzbRL{)gQjZU@pn*^)Zi$0;P-q~OQ7a#0x4`KO&HCs*0>Zs%MJ6;|-S~^#nu6mv zG_y^C$S*PJqXvE9q~%KU%jc4Q`_j*HlqON`_j&tncx9wSv%6!F*a&KhgEOfFW6X=5 z7a4z6y_q$#xv&MkCs#)ootCKnL0Gv@{>gqg*8X?4g#vyzX7ztWlpp!nELsGf57q7_ zFsJww{AjnfgSqw2e*U)-7AlQ0KAavMS_jOna3vN&-l!v_DOSSRBm7&->Uvu*%N^}=+&Cx!QNZ! zNsQd?Rxqk;uWH9v?McNoGX-2Aq@Sd=KTal%9?#C-{`X;<}>`&hV2$2-k!@K_o9>EF^tKEO{_~N3dr@f7qimnOTMz$ znLSlK4rl$G@++CT%j4~$R=zgHh20QEEnFnsg{yC$y~V6UdTZC7x;4>Z_5n^E8spro zKy_&S)y~zXQv=mJP;VO_tWTT3yv^gVqXA<|mp0sQjHvT{&cm-oXjiQPlMAJ~O8297z%s#mhUyf?Mcxp`!dq^Qy~v za?FxD34Es72BWzB@RpFaihy9E8dzatG|9d-=a-G$V5E2BVdDoDTlJW5$~7xnn`Tb# zAV8ZtKJ9(*pi$w~BBdH#>RVz}`9hM@7jl&I`N^64(Nbkjcy~i>QzrbKb+!H9C{yPF z$bH)OLuLYzP)bo4H28zZ8Bj-*k6>o1-R5>c--lUgj0a#U@mU^+?KiH$QL0zL6UhY~ zQPN!gq4=8Ze79b*5w%->UCAOsnh!A{&)n9W9{4>W>JK zkmBd_KGB%=!CcyBuTRYUUQLur!T;dJ*lg;zxcbO@G?Y(S_=tv{SR2&IJi(dbfe)DG z3*&mE_4DFl1=g!l@6j#g^%gcZ4OhmpN0bR(Pb_l)1}#7TBxoMIrE(~B+7B6ssGJJ$ z34X1njM5H-&fkvqwhW+<4|bb5naNx-v98z_oUpz$IKKYq6|BTie|grd7FahRix((M z6S3zlTnUr{ntyV^U7oJ8ocF}3D|5!IGV)gEoWx&Is^jZo?WIA6B z&;x(@F@deXr^`EaCUEYjfg%}#2pH&e$F1nX0|RslMdE#Ok_dgPaVf#Cd@2RGF*34i z4bxt2MH{mFA@OZ5oH%N_t-EXcpVK6KOl!CW4lX<0pX!eA;Y!z^SawWg8&!Q^uZgb} zJvI$XJlCF929-yUcuTH-lMZ5_+p9s!+A&eEx}2VqcAzMY{gb#oIm~Tw7)u}C^vKY( zbA6lmEqv)18SLpOf;n$>avxKrLagmI`NDIlO@W(%eR3;itLH;DaqjyOV?(~C=V6hp ztLFpW#{RZ2tW% z1ti}#xZ>Pb?FXOJcP@yeeqp*x3_1&6lP-dUb%UmWYRI5K4Qa`189k_aFp6mxt)B3X zgWkv(KEQhl)P@-7Qui}eHKe*|+m-`tD|fvSrJF(9YP(}DJ5XGH9||_e0d@C`Ge7u7 zN5eib7m6;JFP#uAn0jOVEZRQ<_sCIo3`po|831E`k*;aS$-Crv|wue6sX9uKKI5<S=6^ zOc5@0FDYAPz9I%`_~NvFzbBg)pUCYahu{4uyT6X_zIxHM3;Qwv;4zEH&XNQ1OT<2= z&CQ6JT^@5FD5x1;ypJhe>le0|7B% z3z5m^0IyLNQQ$7STXyNwd}U7j{e63fhoKoJt6sq~0QVoUK~EA*{<8{~e^THx>F-uN zzfP(z!?279|^p@MB;u1H2@pL!8r=uws38cj3%ytdjB-o@+qbRzMs7BuS3 zh*wJG3-bMk|FWpGN8;E4;usBJU{~ddI|T9$uo8X>zu5X-pX2$%Mh`D?&43Hh{?LPg zITQY1=M|sKxs!%5fA^J>tXCm*NV)??S?Q2P0TKHR%NqS#S;@;u&RMzY)=fzt=>s02l>p-)#%1k=x zsu#?<*%^7qudE&f0MW*f7uiPIZOsU{=Ot^UzJ|lr`BHnbGdnK>bYcf6`=j)}(?6T} zZ#c(J1wSyMHn5%YpQO$sdxGyBO~o{XFKJv2>v_XxpLBWeC0z@^u`QtvI1WLJxcl{f z+I)fuv`L7sYH#tP+GH-m3Bt=?Tou^K$T-{gY2bVkNXnSR`z7YY%bbJc2O;Q`-$hkt{lo0u8r5 zm?1L_H}g!PF4m_ z?&W*79uqaKHGp^LS^77sg690Mm9|qJ-gfj|)TXrjD}Nq~KaG1l%J%&dAMU$WWv*tn z{e*@uIk)MFEz`W}d9h+G2pFa<5bU6wHl4OwZsLT$$ADhc{PKAJcCfu|w}~srh*;4b ztiWE}fTFd}h(EO6U-p2uun>pLola_k@0V8X)$ASfFbs0WyHe37<)z6%`M7z?H51~~ zNYxtPW5cen?*!Y|oaEE4=ogbgBH?o}#`lLo!qu5XPARhIhPD1~RyxWVeJdqCo!o5aNBoV2-pqQOV zEZ-oX=Cg4w`~=eZ7af!WPUl+8jp`o=sgx~ee=^va8F$a7E(hxlDfJM=v-|1Jbqv2L zKDCO^J;(MfwQcpObFifxXI}N1RqtyTq*GVym>NlSKyV+G5;dmzw#&)}Y%r%}lIzKF zJf%qWA_Z1|ZKxEeJObH zcSJJANh$&!Vh{=ouC+IXr4C{ndPmvYo>sE-{YIbDBE_S_r_f+$UrF|NqR`%j9T}m9 zW&rDni@1QsNn@UsK9F%2soz#S30EIm-wJHEsdUtb=++h2HF0^Wm%X90g)+|9Hhc9eru)rc&!iS){K|9cDSkIeLo)~53R zoqWL$EK%VHH0)pNXa7^I{Hfl~li=|nNj!veyuqU@{F7uWHpk^KB}9~bInHv|Hxy)X zU_Z~44Fr__ncvP`Z~*N^k}xuh6OANG7y8Q;y<3A2l4y$a#N1cIy1Kt&k2-fvLzt)5 zhHHupY2D6&kuSZu#z*l*gMRL>D*yzn*6}z~gSZ~UfUHDVtme9Ee=w`-b1XvMy)g6b z9fHq$_kyBO`3~Rs*oo>xFe7trBMyC(w_C8C;G&M2-V@v)$A#}udGV*Q0EQ1{*nDK> zWY1}1aqG_4-r>zp@m@w7a%sa9^XX`lzUC~cL$}L=WbhPgXLMgHXx&bzr6Vgl%i^^8 z>6{d65F~;r7AKpA!8?KsbVbipr-HojLwm%qB)+dMP)bYF>EnieIWSI1{doPIK=Gv#bX-LXhIrb?9rLaPtKwG{xlSHT;w-!+HY4Sn#wtP}`r7lMOWR%m6p*~^ua+^@g2v&{bcHB#U6K7L6g)aToES@-N44u9)$CVNRH zps^Y8>BYN%E68e_BR-ip>n6GeSFrqT!>$&Or~&-(vH6|l!b7YUFB1t@Yu7sR-*0(Q zDXd=9bMpDL)f5@c&N}NZgn-|IGhWNYe;C-h{RrQsyC-woYVJ(=h5MQ;hWey&;tNQ) zPuX#XQQVT{-AjBQs zL1M%%Fpt+Nbnwb#_I&S3+t*`nBU1gzrhjeNR6`~&B-EP15YW`VfSbK$25vD$e8(zz6$1HPOjx1*#sLeggXy5UzZlk&HIeO34Px3}Ii-m+FO5MR=Jj7i3(2DQqT^8&^G!TNq0#Im!>Mh>9uJhE zxLI!tx0ZSjK{?4w{1nStz(xU4JbIRveuLcCO<(>tbu z?*)i1x^IKdRc?AdceN$Vp43i3I^uIc7Sje&Ax^y$hPOv}rS?5Z5y_Vox-Tiq=K~-) z)+GN1z1K8;@t93CII5B5%j$#Ag>jVCF|JQ=R7#FyA>> zR8nvEYSOESqMvC#Glu7;u)$YHKZ~-vwO`Rc6{v_-vHC9qS`a{IduZ<92NLemBO2rY z+N6#<8Vip_#G&uLcm+kwdTom*EVLp*IO-5@k)xd>W&RbzW;z#Hyus~T{9kRjw$1^! zqnOnaY}W$&mPgYMRpLD>%8FxY^(?p-+(dX|x{28$@FBQUrY$K5mzi}lX1vC=?J?t` zr`H;PoW`Zp#2jGlNA8K0i|~w>{TkaNglgI|v7f`*BW9+-nC9wI^KCKqC{a)xdqM^S znAb!{PaL#!@el>VoA0RIixk7ZBLE)eul^XRZ|ZpOB>zwQ7%p%Bt;;>SbG4cIPe55r zh46{T>2fO{X;8NPsL^6|V+A3l9{tUEUDt~6!sxnVUp1%{I!6#lX%jrwv(dpMxp=$O%_@{hn49`*((!oNyLaRSeC%vr22TyC-hD zUA6E3rQe7KM?tUMYr=5KfR8mqewe>|TgC(D*DG3fXwSep0!}|bf<$I%hFo9M> zw?4VK_StL^8H2Q=>eZSmM^p2TAN}3>(@$=h?Xv8 z2v#=WSSf$iyu|3@M@D9L&Fq4qgy^yURUvEc3c&JkOJ>sxcAcIN-mcDAQDqEh<}!;r zo*F;pZvtGXueFZ(qp< zo!sOA=x+coymz;ri<8Tb0#?7}*-*dH{;qFoajR?-Lezbu^4Df=BTx93%Ho)tS~p)k zT zOU*t#?{emcvXb|%#H>&ysOlU!FL2D29@%|=5O z{`6%HlRW{!UDgjb{{CqHMa%jvNUKeH=g~jU7~?*0_eO**Cfnvs3r-4t;tyFa0w(te zGU%0Gy8Nt;ApDjDJ7tf7Q0l&qDCSEqjqFfo{9r2Tbf|M?>gpv%rRUdofPaVIqGmwJ z(o)rAxt^15HF9pYNy?0JCUg&Ht8MZH>B=1$7)|BHu=bA>n|L4J>E;bd1oCVak}Tj=S&TaEfQsqIy6!{W5u${>AwQyU%-`XKa4@X1d;3 z1({He7q5;9X0Qd70zrK1vShaUe6|%n6$xg2izurYZe5qHSLm9Vb+tbosb7x-@kRj>@0p z?VJ%y8}z|!$4oKkheWx%#p72=hmi1hDbhg|CboG}>@yaLbyuy%AgDDUc;@&lL9d88 zJ76tK=R3M@JH$Dy53-wd=v5sk0Y%rbgYz`S*!)IwX@Ecc@}EP=<0N+&-F8PTqA;Py z8pRq0*rj|ZqM)aL>`#J zT;;`_AKH`N+7|k4MEh)rlZt;uaqLfXL{Mp5z!C;!{NZ4GE-p^|PfTUVQF6^z&b=IT zMaZy0=bgtrc}=Hve)S26m% zs%vL;k1}Z;5F&7|D~*T5av?X!(nsD=UhinV$z*HC%F!(M5SHQ@uX)a2%dffo${XjH z#gniA5za)*vg}kz8{P{MIokg=o^weCEOc&F35MN6`WenGtdZ6%6e>Oh93Rb~EntaR zxxAruS4UME$g?!QA>dk~w5h&2aKrZM$-ldvg0{GBZ&<>xQgD1I8~OO`)TO0_|xWFF#z>RDgSfYf*gR5NEX1qU}u zR!iL;nNLD^TC{X7t$fVRd^8qd#^`c5eIpBv*CU8M?tVTP6bA!+pm{_n?9YG zKT^whK1Z(DhRQ2|wDyRTY!p6}C){>fH)6c|8#L%+0o&OV0?bLL!t2V-z8M+J!gSKDq7+#|UCo}>La z{eQOL&D)dro)T*M@CVM^*~>REnO#gi`}I?9qMjy(ScBAd)Aaa=1#y6?8e0gPWUe%! zA`et|(tEoQPH^?QV@&x_smL(ZY~cZej={|>_sau>qajVYtWECDvZE@Z|3HxA4%nWF z&|oZRlxuBIvMbHWVXDc^)e!3Q)QHN|g;UMc8yU|hCZ1*6U<euNrZAjmpKkh33MKLB^fM|u{?(lxLjmLW6$x)V*pZK z{+TP2wF8s#)Bz!_VIXuS`B|&ul;bnl5VuFo_}&{rPEE0MsBdEvz$YQDt*Ve?zJ&R) z0)XXZ^Wd~3Dst@nymythsuuF~yL4O04s#LCRKMYB1~OVOH8e_Wz9>U2 z3yY?6`*X9hhd<|o0h5Kky8Kv8g{DYm;iCprA4%nFpG*d27wqVsUzz!JkqNfftYc#Ahe5sw z<;EC6(7E1z-28C?@Y(9M7z3+K5Fqj&MJGk)riyN&5CZs-ZC$-%P@pSm{k!tEoeEql9n5kgCy&aa?NROydLj zPup_|;UR}jdaDf$VZWRzzyd<=KMQ6#7q6%!N({L$b1T0p=>TdQJhvs|se8JsdXK(I zo>Z@A*IY;BAUXpYGPms6x~5Wtn@Tw(?Y6f#-go$dULUhS8MOL-Mw_0dwNT$R8a211 zkkvR>gYlmrTKsIEe=~tUYT2_lMTHxh_JyY$y)-TFFwG1;(tLH3TY`guV|O(TEU{>h z;TNt0`bVfK{M$V{xW}7k-nk9rwSC28DaIH}shcY_r^2%4V1a(`PeJxX*Ir_D6avqCXgi$T{BV11R@o~cP= zoD30SPmsIEXU?%yejrFxCgSI<(OQwJlyb8b0PJ1VJABPq@~O(O@W7SAGW>?b-3|t1 z!J}w6O-4379(nw`F(dIuM=Z+kNu$2}(_J^IZe~viRc~bNC=-Ws%l_i8KL5dyWPH=& zfXKBYKf3?@EMUtP2QMfLFfAa@DaLaB@w$@b_rM4-^EzGSi0Q&6={w3Lh!rzErq4Rc zxy~|XE6vmP)}z}DWbKCLB;;?lrIl2DZjZyf{lrnOKKR6L9(-O}j``vjT>LYS6tH-h z`khfOJ+VWUy56D$sLl3W(2^_0z;}xbPsT!8CgT$ny^E(kx6R8V2Xo8~T0Fss6aHFC z$yIuk=$rJbD>WGQ2esT|Swc%qi8Fh*t-QAPs@dmey#CJyj5@GR<1krULYD=XP*J<< zF;XK`YW}5-#J`O}&p?i?!QmrlwEeF3w!f%W*kZ`jCpdGe%eYp%btznkb=y0FFh@t5 zAA&)KqDJ=m(R9Vr?kU}5b?SLIHRD$hV#}|-FAdv&TXLxcR&R!>MlWR+#G7p~^t!F3 ziO5!O+Hy-<>-=f)%d9s6r0W9P7vhpiU^O7G0+aJ@_lP0k1({gsQ=UqUd&m&Ylk5Oz_!wotDM$!3n3OApq#vFi}Ce6q!+0-c+~P0kp&y_qVq@|1}C zeN{vIsa8>HJ|tq{BPg67sw8sXgY`tRUBB|(1=&@$SJC+Z@ua!*bpYcGh8}i2dnu9z zFZZ(>3$e*t;cGmEx(#w&qtT3Y7OOA*pMH7!y%*WP#6V8rcBCt$szRw_p()I-bX-4@ zK;MnDFjr;0TW2MQ$~iK&_WqAMXDez{VDY!+T3VLRKU8$G>o<_P&HeUk`VP&W-BYTJ z44V%<`-(O;2qyH?2iB1vW0)qV$z6@pWy>7eSODuH#g7G0$YZ{ue!B)wB|V>NwaCW1 zR=cRqZ_q9V+K>vF`Z(SXo+HvnMS;M7OmUHG{o8F)Io=qIK)$ zXL&o!oFeW^Sow9~M7J^^oejY~6xh0rmBbwS+ik3OhVoha{RJi8Un*)!PLU$Fes>N% zzw_@acBv*{_|8V%k2szMR=S?wYK?%&J<1>$&kb7~Z7nJX2qW!h`0TS6>}6?8n;!r^ zMer=$;P9>Bl-&einM3yExgb0l#Z9Zn`MTK?zpj>;}SipjT_V2y!@>s{0xmtZ* zwo6(5iwYsXbIRvQWQIjobviyBj!+aI_KOB>2*-Y<;I<~e@PpMNYI0HzG*lVzM}57v zZ8dU+Srv081ZC6Ou9GM3#?ge8^r&we3$`@U>kjMVNrIpOv|T)T`YgAX!|%&p{_gjP z3LsaIfRBay(kjKZ`|y?h{9X4dNDsN0oey2S?brs3A798+Mc^7gtab!yUG+aqK_O@9 zK!QInt{xd0$NUeQioVBb@;ZW)5B5%eP$5R}SuCSX*rM`0ld)fLmF=6e_eT_w!-osB zwzeY`c*~Qgdhs+`~c^ia$*hD95@(It}%1yhO^r_X_&=Np;KvIuo${x zt?RB1xX`EB=}g9BD8&1?^x#2(!9WWY#5H6^H#{bCyCgzrBXv&X@=B_Ty)BVCLpB(u zt9!@OnP+|0O#j(M2%oT=)bwL;@3yw;y;TFNkHWK2zuHtUe^x}Ko7&PR%_xo=KI3{U zFHT=AnPMRG4f+HY4~SGT>udqJy*V{D_#B;F5r4nJNlT*)tWC_G^~V~#*?R3el#TOp zVUeV3bDO&RJFesTfAKBF!&QP6gTBXcoh$#sIXOoHzGN;gJ%g5G@*%x?siVmc>bgWz zTGke;)qb}?MVHVOt??AW+>Z?4bH6d}x`thSlEqs4O0vpw&p~Flznq30&^6sJEo(>G z8Fbn^pU>)6VdKhb?c=e|INqI9wX|!{>~HN7kLKNU+X=JysxILBdUNq0td}7WlC7ft zn$_=_;P55|5%)t8E)(^p*x<9JqGc^mKIH@hVHky40Y65+xBrX5G5 zIs$B;pFjK&8=6G=7f3(R)stUE&qY)zMYT zb1!x^g<30n{&RktjFHSYLK(*^6?ONegK^6{m}7eKg$B#id|a{K3@Hg%wLHUcl2+fZ z>i&2VKXH~@Hr9WutRd(XzC{qFxG!9^FMInK6VE)Z^518NHFzs}q;^Po9$jTObW`u2 z505*rMVyJviT)Lk{;7Lcl*PN*Bh@tjK6yw?pq!MAhDh@HAE&)iq9DFP8;dxPW9&nB zwJK~uq)C*OYk#_pk-y1u-b@e{dUK~(YAIl63~X}RrxVoQoATvw#&ddNyjD<{;& zwk4xd2dqhMvriL6_U;Tc>IPfeTQ-!iKO=<$qL!^~5BSPFpU-^%J!%SHyoR}2kjX*= zH5$JQb8!l9oyH7or}NND()0@Y<=~<)A z6z%8RMfU8oAdSJl3yfXihTYT#?v7H1Q}+HhTbt0Q_AQs#H?My1n4da(cy;+nh;t0R zucMC*hHZ5O(AikX%c*0@Dq=cdsc6TXk-!xAv zN_={ww2DWxTCB-D=Og4#gR}K#lkFPECK>_cBRoaW)Vq_~s|+O+t!s=QTTAQxUW4Ig zHOWI1@NM6oG*mW9meM)L)~!AxX$5(S8c#n~yr&;tP&(+B8{c9Vb``_Y%qtR5tyx@J zc^GAti=$@(JU^Eh`~M4WcuHV#ChnQC3`xS&T3^L1rXN4E=7Hbf zcuM*h{sO#L`|XHBSLfGNzqE#5sgb$~M8$Pjc}|NnUA?oMCc9j2^bDNII9x1ryj*4U z4QFTTS|{Ss;`r$@z-^0JU!N*8JBhv-3UmbY6yZFV&%|Q?$}o6n#|c;QtA=!_>1dLPkVEV!0MsDHUmUw>E*LY z2XD+ky6%;b1G>KZf%#NgOh*Z3J?QzI#??)nT#eA<(p4No=GXQEs?h7yGc4i_{X`$r zRqSwnMjKO%`B1Suh@SMpR+f-w^)%96iQu`uaojwtuqJ`Or9b zOj@#cW$_iK8309#UbDX)#fi6SFlv@LfOp) z3{ox$-wN-#1vWH2^*JZw|MuPr^F^*D%?vk`MHc@wwLTDoDuwO74Q$%kVmdVEmzAB5LpZBIy@ldK$<4*r~$mUnt9zkX&Nyb&>bHy%pB+>jd(%0Q%5S`}{NfC@F%c;qzE&b}1lYwypFd2Hh z)j^CgqtkPGFYn$DV=@Gl>eS^r`WPF;mhbD>0)BLMOpTaCGCCVJd&mQBHaNRBx(R>z zq_UQekWaw5EIc3LHPDAYGzp#WT3lclYKrgib-0!B%f*41ASyX)rE=}&%*0vl7`#Z< zhJJMF&aO=r$IIUh$g%b>59WsySa3lR!rv5QB2CTDoRGptieSSM6uuQR-KX8Ey}|Qe zdDCT)V1(8o<%sc(Qsr_bAoQ#r*w@sOk4!<&dW+eTWd>l|8rR1z=VyPyw<^5eNwo)_ z^6!DqR*`f`Eq+TQ_C?#g&D*h1#Oj@pQu(N)LOwELyTh*|Vz)UsdHlxQ&lXR3zITSO z2{fbcxM6pS!t3gHPqUVfcA|VL_VXzM&BBJvhB|#T=7;Q=d4_z7rwUr(qnGd$L|Rfo zta+hE`r-9H6aKu3KIl9QxbVa2_ud5@(K8R?MtqrDJ?@C5dL(OC5rezLm ztn4*2G&8NjnN~0mqw`aDsuYqot@Z8KOc$b%||DDBqVyWXW_$hc-x4>hsgMNF*|y6umX8ZvI}`$kEY24EsyTa zqg?hoj!WU`L5GG9;_?P*Ah6lkh2ap~XQkYqp|}9wwo7~EJ}}6->3aC**=KSn{q>1V znb4*FYT$IoyItf}*9Z;=+rf1p!!tu4(2WMZf>rL;P3XV{A4^1`{%ghIn_8oPA{pm@ zf0v^tD1GU!(a)WibF{H|#G;X87m@SQ-N)#8(3e_%$A^d|6bmXkL^=9ZNSgcO z7mgWOKakc&} zSq3=Ryf(J>MM+Z4%1-)dPrZ~7X%XPy{36K(2Z(nqRt7h43|U(2;(l595z5kemnY%L z4wsN_3PNBiIT_QLT0ZTl4(pFJ*zR*-g4+@r9?d+Ttcm>}Q6y5c9Da4ZazH4-BHz7cX^NBw7j~Y@TN5dbSAba z)Taz3!x;L)Ia)$kAn2Uj?Fu6zVXzEV(l^UvY#A%6OL+qp5BF)i zGxxw%A$X_l9NMALhlUv7)XoM6;T8puoSE49>+hD8*tGWpF&2bms5cM@-@% z1Lf!fAd&6;_PtQ$xx$} z=ek*Eo=v~)orhbR?5n&lfnF*;X}QEG0hM0(i2Mw|ZY7^xu#^x$BvYClapx7Ak55s2 zvtb{?|AmeC4JN1eOGF~=$7iLUTet9OiTOE zo6S8k?ucU}*o%{H#-d~nhr}Ba^UI(h84DsP8lAs{&GCtTqqGO z!F^)Dw>-{%!`Nge(*ZtT*`VLVqWg2#gPEpb_6)=lFNdpZ-^b5kr!6CFTSrR2+xNtX z64@(1!o0g&TuA95Sp^)_x8hNGe=UzXaiyqZE<@Ij@Iw-e>ZHU_W+f3!>v(7QIaoRN zgECzI4|?^^=M9u8NLhW#h~*0LpJ?-Vb5VAC~*TA%|GV#UkvvA z_EDzY0ax3f4wDt_;J`R*SDX%bXQ1pt*1qjh?{m%#4-r( zQiw-FNq8eodzIXXgZ6S2!KsO#*hCvl;$*hc@dWKU&8hkwOO8CFmL$)*do^le-v*;L zDpRXw$ShqVXrsBPXgkMD+TL7~h}SF1`$(PRrG+c{u$`aF`$rizxp^t;-jTdNdOG2= zm0=(qEusA;=GZ-p&{RWW#VQn|V6hj2V(9tnq@Ldxo;$DLci&oTJNC&^vC1J^A+-h{ zwxv+thd0e_-z-lE)#*K+J118AO9HTzr9#oPK2ibjT7vk6!~3GaeJ2t#9k$UD{^fy~ zY`6J3SmUUiw31z`&XtpQ#CTJgPs!ScQKgymEz_wpxa)usBzfe$nQxn3`(d%8{qZaU zuWtfDCK;&>a8uVcCvSxTY8Y>bry`peX+X79$kJR7FN>V zwv!j^rQKkwZoZ=~*02+iRx|k%_h)BX)u755E&Hue1@}4o_P82(w6cFq%uIp|V~{#p z&pvz>qgibW29Je}1h;(J=8~Xm*+v$$nF7_vIS73ER zNRcx#xy=K3x?s}g=5t?pyZr&8d4tKXTNJUF-fAPzBWe2|wNVDAENS67O^p7M(4@2t z?MzGZ0v0i3Lh-F&O-ZeKMItx-&zSsPYM}zW!MiFmv=3~Ct^QtVTh;}9@+kK0uk*`{ z^Sf}3&p_H@4bK^8zuRM;h#+r%?fv!%UkZ(hY#WR`j~t*tQ69@ z+3d}6FGQ_Sr|Gpe^zv8O=k>ZvLX9`+amJ!zR)wdJA#U<8}dd zvY}LWN#eJ9>uuqXZ6$X%`gbxc!{+JkOt-LUk(ilpKPJ91555+J36{o7UN9PHLxJ0f zDcn;keJg_*k;dctk_HP+SOrONE4}k_6voIh zJo3>oY8LIcaG5{P&?)1V`I7AZ@YV&kyw{90=nHi{uj{SP?R<1xK^iQIEyEQ9Lz0*p*w@WW7w-}y{);Z;kVx^B`L&}gBJQ$HsimkV!o0Tbu9o9&C5Igy8!h6?VMeHGmYlkhF2_}k z$@;pJk0$pmT>Da|PSN1@)cNWks7#)((77jOxl*kBf<^OI=v?3OBA{8lNiHr=^>o?R zb0&PwDRm$y!{M-;-V6iqboLKE%W`-!GkCGUnBxNG!io$fn# z*#j}PjL9uGL$!EXc-8|G3)otd_-`3SfIoHB0ANua`-)D@>9jXW-;;EU?iM((7__Rt zZBG+9#3;@?e-ecjI+*_==|p@hhmf0%N=1{$+IX41)_qPGpNWbsUTbPPvV+3P5@@TX z`|ELcST?Ngy_)>?DeuJN45z_277{G;N4G%*iK0F7VL9x#pH_uSob<)hFE$VTh`)Ja z>kx@6&Wa0m>-U0fr2l02Y0jzidGLt`dV!NRk^4s>1ha(LO;sUyM4gl;S_A_!v=oMH zU-6XI?Ck8{DaTj?5nP*ZlYy-p7W2FM6ZR0fj7-s)Y`gZ1Q^SF$5I@Bob*sdF0g+x& zt>8RUA4thK2)wO>2!mN8N;4TEswE@1^c}F89h3H0k2|z+sxxZxr-PWh2`$&us%@tL z-_4yUJnwcO;N^AUaR`ExeFk3&R7fFq*>#w8ZLiiG1fZ3$l3J#=nDF4t!u47t!5;cF z@3&q6qPofN`F;k6+Uab}_xX}Er##^{NQjqMnv`kzX>qwu-fn6F0g82E4~@a43Q^h$ zwfkR_vts%@OEBZ#yoy|4n zg*E^DnoLl_YJCG29K1mQaX=-7-*B;&I4jb{A;k7k_y`X*2#^K9tI}8E5?K#)iOr7* zqv)d(gIj-d6RzOM=-vfCM-0CI`Tbwq&fQc$j_FT9pU0A7Z(FR#Tp}&bx3$u-4FE*a zAeztHWB_mls840jT6n3pOZbs&)Kkhq#VIzymvjAvAlm+LawAo^3tjIhM_!z>bq$ey zUZ|1wiS?Zpx%d^Jk$HidmP|IEu3T7!EgMTnfNmUf&gaY`DMIe0gPB&ZR=9W8EvjC( z!nO{zEL~m{7bGp`MJ{e&&v{w+rFiSEh*jJgZK(4)c`G-B+B2b$uG)HMX%mm&;Y-(@ zsIcP!W1%f`FfM_hZ1wgDWA3e2ykqfqnfJUg-{#f+cAU^&Wz)=S6yQjW`*obx8reP*DXo7L`0U z%>k~1t(S)eYbz<%0B>NMY7cWdaKz>?ebT3ir(nAcyqEiZYC~>S61V}>9KBCL$g^en z@u86m?zf;`<5Iq(@bXCEj7(db@pRC-4%Kb(jJxU)v>z$fcs=Lglk0}m)5__pn#YB_ zcu?lL)H$n zcjGrM;TFSHuppz?t}a*GbcL%tAHA+dhVy>oY^DQ6@-dGO8 zmtvJ`#P8##EI!(@?;2)(ua1>4Y{tz}5#94G$~xZN9|uFoY4l+I=sVm z$z@L+ip)Y$>+psDV7;6bHHkN_rI{rW6N>PTKTK|BeazRAUD1QF<-E|CV?RTb*gn)6 z-D?@#86AA{RYlWsm)*kPgRMq8n%1LYG*fi^X3s^NWeB{M7@MO}Rtqf+hO*|Hqwf$V zmB`XmULr%cU6~MRd@h#MspeV7r>~E*C(Wy`t_iy!0}=vTkp=dyKx(AXf`Up2_iPk- zthUF`Jy6wgIEj{B;YN7YJ9fpd&`~OfWn(5)&-%6Xtm6w`Ni(G(LJE;A$;;Tm2U<~v z%N*x+o>5~rZ9k9o7_&T~AheAL*ePt=*apMl3#^M_?Ul z_MQ2oDzBC8IB|;c_rLohWw&oefAnJU?}es`=Y7M)x0oah4yX%pR-ZQBTDaYo^`fu4gA{&%uGmKLx?M%?l+fU$YXEJu2h4v?ExH}jKJGp|{9U3aliCGJYL@zGRk1$Rmc;SI6gVa+w z>2X`JnU@iQ-`<7NA4&2wA%im#u%4Di7-un(NIj5N9#NmTH#sP~D4DIzGvi2D0$ z#+PQkFREbFHl~WbtCiiN>THu$)|FVFz?`4}`#X)*j?wD|dwXe?GsgBV_}tP1j%JV_ho@Wqh;}Dq$royp~S z2RcIDg+!ntE>!ue2)XA>jl;i6Cx`j_i;2h)Rvo=1NjsqQctaspP=H)o(AP=N;I`{T z)-8wmpz9^;kPCW;xqUTX_+VN6lpHz`48NGN?0vN1rFi_!gRwB?9ZqS743{c;!nsfo zA3bZEduFRAgNHhholh{>dO3!UpL>N4+EakethdCcRzE&yfMN6}E(&euR-ZM_J6Nal z8y?>Jig-nn$CVY^x-;Ee+Y#h6-mJ=i_f#(ZG9y#PbV@EF1zF^Csf^RWDtWpbAj{H8R@nFb$1^ zoQGe?kD(hhl(1{XufnwTEvdo+FwDHF3 z<&u~VkB7-dhdS%W+wqhpQ+^PpLBZR_BwWX58rb9Pm`BywMAU`~i;cruVfB%7=n)~M z>ELsyl`ClM132OAo&r-JSJwQ?m`!N)0uz$eA|2LGhczthpZ=J6o&Aicam_#dq@nM7 zpGW$Jdnt^Ld%pT`YqAMaK(Yyc1!=c|4?1pjkz5FzVCp|3)Fn!AcEa*yG&F*MxRa!R zz=oV=+}y!Zhh$;xw(U?hd)J*H82A#?ljazuy z{nl?b=~o((;;;1GACDRSmBPkx?@Q6mf|DfQ9uF$N<|mh;+& z3F>j&E!o^utf%AINDOK-IvQ_o50Vr-FJLxbG@7ry(ffnyiA1-q2B)cs{}&*B`s9Hi zzO|f=ev#>^M{NqZQL%5yjm)lN9)p~;3rozL0cN_Txket1ub3#iQooLmm=%*dbti_rU`m_#)`WAQ< zY{_r{YTD53_?kxi*o!3V-OLW^sEP=-d8fp&L@Y5gP`~Ihp7CJzZAsgPniFLBjBjM@ zd&Z3_0q~}@iJJ?Tl@>ZzZRp6LS8(RBSx-fU)BEGEqt>F`Q(>@h!AQ&TTrT4bvt<5K zg-ebnFC$Lk&Nd@Td}ZEl)9IrzMI=o(w;WfK)T!9P_8L^raJdV~r4IQ^3u@ZkUp}La z6sfuxtSXN;gT_Z}-)@K$(+nbh}$?FC|S*d)w^79(hBoV||X4DX9JgQxZTo zs?Mqg3h z^n%V7ml4Nu7R78DpeS^e)z$W$P@U5a*qgWtECj`>{NGP-OUgq(1Jk? zXwG^x>r>d+gUG4_6&5mBt!H-jnQSXGxz_sN8i9jS>%d{!x^Uqqxf9Rt_rw-;#ssHN zT{1O|(gI!)QsR2qYNaXv zVkmIwQ!ozoimZg)h|tgCv`(J-!A@aksI=<51@Bz)eVxUDo#OW0EB)|6u_CIpdroF7 zFep^Cg>%yFLj>7Fq#EAO&6VY%{)qzWfpGk(s+D%hJK|zA%K7NBP5Ze0I>5K{euEdW znWNHmN=Ev+)C5fp;jg%vs>7ide&{6Yit;zoh!Yj&h zJ>Id!bz=qh!smn`WyY?Ts++MdXT<77Y_sJbh+EgZepI1mlrQ>{nxkNZt{jEu1xpma zI`V!z#=|I;|6%IMyh>IT$IbVmFW9fDmVX7(x!jD>x08errIT{!R*?lWjOBe89}SY~ zk899RIct?3?{HC;COy{imd5|$7k^dcJW#8K^$v=@j->jRg1PZjN_zHy`?(4m3SzPu zRdMIVXJ~mmtyx8YLyUSM^ccweV^N{|ad9HVL(DT!=@37Y+ zb}#&=f@K3OFdXKvytl+#$vOFZub1a8H!O^>Lz7(4y6@~>-8sPztw5q&7`Jk8reG16 zL@wV}NxEu?&$AV-|Na6mD+YVu(3c~+G%+qU8!R`KBZOT$@~A0;!Qh3nWPRV05Ngqu z{+Y%a*B0MpwIVAMs9(0xvc+yGMQpB6K$HeO^5qZIsJw`Jj2vppt1!6-PqS{ue&S|r zDBcL75+3496%3zwbf&R$P@T%T#dx_@A=-3U($AQ8)oXTfo{OFQ^Y+R{bVkuZ92>!_ zJHDMB@$7XOd1J*}HZCKV=(WkF-sqx5Q%-dOzW1~}Sv2j#C5BTlh@FeW`P0n<{fKc* z)l1De?G59zbO6rad41Gx2`N?E99~2>Y4FzNRr>*;sUtDXPt3UNJ`kxuWgk zU$Gyr!TM$1r;vN0cBVq#_TAHTIYXpc55dkF+zcf!_1KKn1fIJ^X(*66SRlM}l*(Gj zP3JUX;l`+w7nofl9RZuDKY{p0us;(pLGHdn*Uz4gs%s%Ln2d%>o?}(=3kvqG)+*i5 zuw*zCd}^lg>I#$8*@nFvL+Js_X&jkUs>lrlIYn8ii`-6esC;~(cF*|u2ZztNzCz&$ zA%2XQul>x1K+({50Z*g8njWoA9SEU8Dbwu{m{^?qvE?TOt9`7X7(8^nKSP~p#!}o4 zotc1rcGJKT;uB+%yFox_FHtaY3z8k(2LSZFqv{3+tsdb!q28_$7_WMtmbI6|Z1@G& z)ac&L5n{J!s_$Nii4X9uo#`Ltz#^tlSSl~jnBqG9SaYTG{`MkjjLf~Nxj35=jZv?m z@Jn@-R6r}D6Mp&DQRN~+trmmKKj~_RKyN&Ona5*#f*%r zNvNko&$I((2$c;#t9gIX1oQ)Z(Sd(CRd8JI^PyFd`>HQjndBaY_UeH(VFGvnw$0hEW z%3TZO7t2<16~t$cQRj{8OI$hBjVq;vIiD`0>`prS0%$lZk#Ni;ACommVAO_J=1x$B zb`AqAe**}TB^0Hy|FA&og{DAkUJy3fF~ZV={}yGr22o-@GfQ0k6AIJ#=Fq_lL(b2o zci?HIu|2(MMP{;b9%A-L9PkqwiLJ_bkyQ#`V%xW7V9J3{T6R@0phaUFh9rB@~u z_+$1j#?)%3G$Q`GCP8S`uWDf#g;k8Pd>=nNE@;n z-#yAI!ZrwVHSP4o`(t*5OxArcW26QBS{?3^4;**>aGvI*oZ0prA5+(k2Bq=DrWOx6 zZ=4Og-voKBWd*#A;}&K&cbMMFV|46v zU{Yz+`*~iVJKWmBsZC|qkbF7eK7(JX--^)|Cco80#G^5)h26HD+mFs%eIXXZ_r2Ec zV7n@eQn0l|8f?XACwD}t1te$*kOhj)O}19aC7y?^Un%tpCZoLd+@$NHTf#ov zu}9Rdmr*F{;>biDj}}YEm3r%J=lc}d@5KyKzWAfwGfKX8A@;wIy7%Xow#P&Y`3uR@ z7KE;b&6DgM%K36vD+d6${o3{=t;+&6HadX7RGUR9UyjnbKv_3FY&#NMZrbFH(sm19 z6iZv~W;(T>u!*3e)v2nhfC1s7k`#S~ZD4Iyc1ki<$bY3wjn#r>_;y&OoXaix_M zv{wgj6jvWSF>#vv~pY|n!hsS|siyIyDXlm8(Tm$iw6P#<` zNQ$?Qs))SK4W#R^nqLi>3M(A4?uTAl#LVrD)X&wgRi|tgOv8spM(Yk?-czU{kAh8u zE@GmjW;@=f>WhzFK23Q__PF+ulc!jyF?dT|C&r4@Vqd7xd#SUoqjiza({&(TgF?B) zOtsL)ra6nRmV%=}l?~r594x83P^PrC`vIyqy}6QHwAcb^B%?DW*pl_1h}%=@sN|?K z!c9;Q$^;t}}R2{V>?f3_%1n<1fB=Yi>RvoXWke-!5 z74PfEWF{W3==YOOoE~#y1dTA7^>7%#`z zI4L#5!-hQg-AZ-&f=w6>!8U`}pzq113v}h?<@&VAasQYIGF$X?t+H}d!=5HubX9W1 zg-O4a%qZQQqQ1$U?>88f}pgEnpO)w+K^*-;_2?Ke#%hTlQF7@#{ zMj+3yBK9r`t(uC5w)eH&xWKlW$F)sebDFr+%Y9!;@1|SORWy&u-x@l~2#@P6FtHo5 z9Lj43nN7{Mf+x<6<-mod71-hOTl0Go$5@+BBO-;HpK;++MXAH?&xmY`cF244dcxF^~&PHmDr~*wSkOyI4)7& z8hRc_7L(~ZOZ3j$Tg!+q&sK?xl$0kp|W_+L|&0FNUSDi5+u@f)N*(oSZ#j)VlY3&21kE-A7a5QDQ~%Z0%M!YftaKf&{3KmkjRqD$WqS*rB<1&gjb^ z96mK26{)_Vc60$Xl_5i&oFh|$fU-Mb4#5HQO~$GiTv;a4CSwY{OIY-v!qi}o&^xb0 zIhl^yW{+BuY4|OVV)&P&ZuJYyN1QH7y<%GtqjESYCT--a*}{Zx8tS63f2tRMn_oqL z72-pTqTffUBHDpYN)7WUF&+5ssDuoedvOYCeA;<~F&iUOY?MH7KK}h?i;E#{4c$C> z&hJ(M|CYReTq$CaYLZQMh;KW@1;dr>>T38~ob?abb@lq046qIBg_;H3Z!6_@7XSCs z-v4)5wOF9qQjV9G{C9iw+nILPaU_=59IxYjWB%g_{x3&#p}?i-dd0e+|0?GH?aKeF zi?qqJ0F40U4|Lw#{ZC`~Z$tX8Kg%-kNxwH|G-+xX}#go`N40FY`Nc{_R}<46a{%fZC0P$v;x$fBW&zLI9MbIo&J*%G7GlPf@c; zE0sow?=OHL_dGI5NX*n}>%LduUxyUSE_K&E(T^+guRr}S<}I5tPo?q7!5;><|AJ_Z89If008d9e*J^y=;o{x*atn#A!?}!?Z=Kr_y5JjjH5nHfn7x?|WozO-(~HdTu6y zReT3Q_p4kK{I<9w0FXS@rexCT^J3WJfm=iNk1HD=Q}jdgph^ zLiPr&b_o%GfI7RAUxdZU4zt4lEU0SPegTR+&4h7R>zM&5f}T|8|m__vt- zYifkh2kDoy#rl=qOh<*KEgNn#_QJwu-`+82w`J%kEdg;NP*Z-m@jNEmFbVWarq1Gyy!?FU9!9Ssv8}3+v%@@BMq|jBcJquHYaqgX9w8_s zbgZ&;^-mtBBF>m1&+q9||DMaZ;vey1p&gHDGe#y!%)P|0!PPpwC^_z4Sq33n9xr)k zsz`i-u_yaMbSr)~+1r&k-8ZYgi|?u5q#e9oBbarc_i2`%)mYo!cB`F-HX1g2Leev3 z;ffI_duOOp^tzC~$nVe7*8Pim>OL@jbN_!{dAeK zdqwpvmPplVF0Itnj`|b%vtrEQxvJ^gXTpkN>m$AkCX?mQh@BASG z|Muu{EN-O8>gNjL)~{c?wt%67iv!=^{?6)jx{}ZcT)PL(XE*s69msUv7QrAUG=Hxt z{;5==3s2nwPOhJ7T#Sn7k5tc%eD?9SBK*6L?_B>S59r+v669v6WR~!}_d$yF5G&|x zC~9^o3bf5?dlAOdGP%z4doBVH1HK@=8{G(sox1V+1phm=(DsGG%HAHrgk4j>TWKlR z#DDgsxOf2Jdx>qnv$eIg{ZWC@xrf31<&FSjEUOb5;f}uHZ2Q6;0ig!?i;oooIM?ny zwx1SY`d-{WjX)rv+2Jv&l2c>j4}-h8jGHDU_BzR%F^z9ll+csrQS~w;5>@WBB!8O9 zwdelJj)gw;+T#&YO!#@jHe&_a7YcgiGSoItfQ;YViV+pD73|dsyvCGDC8A(qOBj9a z(YPT=Xa@B}k^a(Q7G$ad+)}%jtr+v>IDr-a7UU|z(e?6_@xx!rM7L&#^+ga3Uy1} zcv?;}y)I6XSP-r>=k62DNYM>8_ih@?*J(E{-5`+qutyEw@kXtK0*OVxr+Ta=wtHYa ze**VHwOnF%Fias?3Q@;V7_YpC*e5=~3Y!I{aXHOl)wM!N+wxaqa`hEOD%j$gluaDf5MvF9+6LCO-SqDrz= z3qBkPoU{Ih-EV}5>1tc-b#R{u_HcyUBi2j-y`0Ez*}&j7+0Nj-+wOqbs#Q%%r~da- z_#4lfGGaw{rtn9gNy=0PkVP+Uo23Zh2HTSQheG#FTrtea_q9Q%Zn&R~I zUJRef<$gkI|Bsx)MD&bfYbW^Z40p@j&EsfHw=(^BYAH9(vlqKa;)`EmLSrI~aMi4x zvPc%eb!PH89BM!Ptk=*6D7)=gGvo1KCTQI+0~~6suc@i&G?%^Jo|qVN1t(DF?z(|W zlB5+$c7Rxp)G?~GbuKEW{B$+B5#5B8aEN&!l)pfwNBKW$tv_orEGNKTUwT$nli^bA zo_%MD>IAaT!?L*>uW{LP^9f%&#g)_Ruy}55}Vxq^`@+tVb1w3u5q-no* zF0T1_8rU;T0;pOIB0{Cc@A$(afT7O;CjPldCBxeVe-XF`5X7L%@he#YEc$e@QDY7I z%EK2)%Qdra`sR=_TkXZQa~lrzD^$Ld{FX4+)YR1N`Ah74FzvOTus;v*zl4yk&QBh# z*<3mHnNTS#f-LiY=V2CQGy00_V&f9&$7>au$mPC z*+b}2`TN(#{PWl7Kg0u;k#&z={Zra6g~R&k!y}-z2`yF!IWk-Cf)&X?zxcow+w`m_ z*G2l0L%(VuHyzr5#*Un3*gmWAygXF3XT@w*M*RW=KXX<%Ohhb|tSClXv0ILb2`(2x z!orOJ43gLps`4xO(Zl3BoB!e&rohEv?`Id($RP6F$%35a>F6?@O0NluD28`WwIwV^Buu zE|w_q;Vl3H=L`RWQ;n^FxwybiIy7$0V&>42zVK(2_fji;&qmVEk%5s1v6?D-Kjtz~ zpFzGY7$oR&z4q(z1QtCHLPGP<8>h&0cOxSss5+uGa|I^0bBI)SZ78|c#kOV~vy&9^ zDA#Ag>ts1b_3S_v89FC}Ae4`wT_K-XOPQUOr2D-o2~cgQ3Ir!I&}oiN3Pnug8Gh#2 zx{;_#0Z_D-hZ6!a(RC|Q;&^g_q3hD!)HBUad7Yasm2l&Pw0V_prhl_EK-95r z@rL8k6dYPpWIEs95O!L4cR2m>9I3(}@Ko+9atcxgSTipgS|c3>BIt2t`cY(1k*WEZ zwQcA8t1vQ8Bd@LM=1R`83jo9z?;N~hvNCaHItR4xqL{U8Lf@<<<#Mrl7$hyld;drK z!Tkoi!}@I+&mBhS$>N+jJWU~}!IJ$6Hp=%ri^NYwl(jOU4_f3EQzE?O==L+AUwjCY zDJrOQ^`9F~2}>{&=Y$*oY@F^43}SFjfyeB_M}JDjWJ*yhByO zL^*2+B4DZY6B}4{Bq6SA;o2++&@h2%Q=G%zr`uN>jAbTdjz#&RARr(^I+AB76RpP3 z=$e+t9~dwTQI7Mx%$!;JlY_JH%LY5O@N8ysyoO4#G5?jZqb#AIWsk@24!gw;)*wUEbMPC!uSz$j_ zLHG~|D2uW4#yPW7>w5BlEBZK%#+Xp^uVHHc7HT!Wec;VlGJT;Z=p@|o50IveE|5|K z_dj~5$0fF=fdbr8YM+NFLY}5UJh$MQENjJ^E)@9C^{)wM;olVdfc zcU>Nah*g4;aw4B>JkeAhl9a7nM$vzuLh!g=fT?{{UgOkL3K(r#IvMo|tLuT|<} z&VgBQ4-hLu_E$`GvaFwsm#^hcNX|!BqJ5~i8<>N zrnBJ>efi&yCO=<~eWBN`M?l5(z^SORas*G6LlcrgX4D$6MG;UMD2h zZKgl!cL@3TG0y8{#yjpc2HAd4*TM;Fx2f46GeYd{KpN}eNqG+=iUG!b;Av!(Dz^IB zoKF?+u#`ihlG8$fJ^`At9&GwGj3XfS#l1%5R8c_;`=2&s`R_s@^+owAE)Hj*O_h~^ z5V&{_&{wmcdCg}t<-$_<1`A%u`VS0Ukp~~@jIaLkUm6NJkp%Z9S~rKMr#B`l0kA1j zUCV~AGExyX{gC2wkzdE=@a*iS!V`(JwJaALJ<7+qrsBB5utfe`_uIIvoJ%%rYU2Dc z0hFZ;8wHbl8xUN9ofgbCl!@|AzH+5OD-L;_y^xriBfuymY9C(=IJo>!wzIZ&#$$Z@ zWn_=jaQ9?y$!FZ@L94py*OZx=8U9KPwqd`Q(`VOqr}O(YFpG}c+-7D?st+15!Qgwo zr}Dv-qQ5xvu1WPJTXJ#y58~mz>vkNcQ30}$N3Sce8`UP~KdGmZoe1PrD#pAD4+=EE z$D3132|428(G>kRV645#GMV+urY--!T^OL?EF*qlCfYw z&E8m4*p*m*hH|Coqeu12oD|n##sBi+d-+n?h3DRyb6J@r&dJD41eEkx-Q22#RR)qs zPOeJ~o#r4#6RNiW&uh{$4lbDh888M6t0cKE(BE597igbO6h&3P(V(_lzI}6AA#tO5 z6#L8{Hub=@8QdyK8U^9`@ko^Vs0HN{?`3G14B~+_bM$!$#8isD%j17v5rO1vxLm`2 z0QSEb22LtzTy4591OE8y$TJs()%7b4*x*M8%~4N)2J7h|nQB z1&yxm`iKO$Tcs!d*3KHB&>jPxI!U;gA-9H9ocB<#lJ<0*27r@mCSMgi`N6o)B_sn< z3E2*YzAdbHY!Vct;jRi=tK`J1X4LLg`-`0aMs$$gvB4o&Yy26?sU&F^QJ3$>gG*B8lU(^__1=7H%~LVa&y6!{jCH#PcEs)m zgEj?}@&g9h#fKNbmy+m(&fM3+haz54NI0ft0dgklfx-+AR?Dv56 zry$%f4k9I}_BedA`Jv}09LM;3w>@*WQ(ZN%s$~zO#@RT}nU`mP#f1QXn>o*#yz;Y) zfZHK#R9l80IeM612gwyiR0M~J<1=;~k)}ie9Dk5RfWyT?6#j_<=uCZ}o;jjPbvxZl z_OTKZZRXJh7Q>o;&FAGgvrzNJ8OlfY~v=Vlt z(;a@8vX#%azg+nX66TF}H^~dmWNxZ-ZFcJ4n~z5FrHAxu;=F#h`-{Z@Jif7lPv&CZ z9L_X82>H&~*PdEUn4Em0p8h(k4bE9sN|*Hc6=u*DG`#ZD=!WpF^6l<4--}bhK)XB9 zPYrA4JW&ryzf0Ys!=_s%YtJjbd*e1Jjpwllx;-P)DqM+scRLd0Q^&S*|3-Ufw_h^g zdXLBYPS5XNe2FCGWsnxWXSywnGX7Z=#?`?^1#G~eULS^EuZgqi^kOdN*0%-5{cxzu zhO=ErhIK6+Z?7{~gDO$o^3YZd!XwOo3oXG>hT;358UO{{PcBt2;Iu1a77E3><@ zY~Q`RIRE+#`rLf>9pRI1Ut3rC_P%#r#yt>zNBJT-UIIk)=lL^{p>HDR&sOQ>JKhY) zr#yJVMDtap^E$n(exy=~qO5~$c!Ognv+YPZD&HF6L?6$a67Sf26z>itYtJlNJn8T! zu$){N?d8`aBf6%L0ts?qTxV9Z>=b|}FL}5*t-Q@-5$JoCKC~pxl-bQs#(;N?SgvF$ zt=ng5`EHUF3!Hg54yovqWk(w4SLMX9Ahl5XabI;>oV@oY{E2paKHW>|9NCl%`rZDM zj?+(X9D>9XPM6c3PA!Pu0W&JxkNm7P*PA{6vFF>JAX)7%;u_$3k0Z9=W6#(R@_pBcpJWCPiaf;&5v*(G6@GdP{XDVLKeD4W?W5)X z^QoUA(Uu#8M;}#En}k}8r_DfMYF3NV`XPggoM*RsJ~3rFyo=1I;7K{kD9$Fz3Lm`r z6w_5{AM}yrt!C+I*7*X(3eC4*q52`AuQaF6ze=-Gz(0c0*l(+U6MMIFCI3x~604)( z%Wku8rraA8;PI&Z$CzZa+!j^(Fy$kS4U@m>7vkBBj?) zUnwh~jP5E^*JQal)+FS9SUSEs^EW$NIOwuTri_+OvY1@uNrt>D9a9J21=l@fGH)x3kcD=&G-NSKUYwrLeGf4l9Mo2+?*>q-I&#UZh?NABxzx8mKR_@E zAvO&6J}>of8Kfu0q50O;kWoNf=B2ObRu6k_%Fh}7Ouins2_tuKylv;^iJN(r1dql% z%{wUp=(~&dXO5KvLWN{0l_af>^j}l$0jjU?wsWO~P%r4(wUaDIf5}i!EWzHXN1wRw z#(nJF_7JyLfb-Ix^D^@~S8Rrpzj5Kh&`f@^l>Jn@*%;cEDC#n8ox5_(JkmV`b$V$x zD-6!ihx4i!{%IxN#Yqj5YI#%PvZ7tTzIvTB!3bb$p#qL~BJ6y#0~Tgo;Kirq0S7_q z-A@`dx=Ex^cYoqp_LldYK5;+!$OI+jyO(g}`D*E8`uzJtK6%nC7JPFK@lHGT=OSxP zqpw$Zv-m3{yW$y1x-6RT=3wPMfpStK?*R1?w0i4@awF7Cl{UZryp@R(k}#URvc_b^A`_ z!H&<4R~#{`XsA`+W>xePF_A}w*!Li76#x%cZmX3%J$%y{F3X~C#r$!6#L;U{ok)pe~kltA6qYv zsru#%sCe zG9qN~BqJ<|;k8scev9#jf?drEGm|N|uiRK6XX9^t*ctrJU(t%PA81v+L6*{iRSByZ z)j4wKR)(Ea&mDO>UMBl1J7FcJO)_CkVGGYFyfgFhvOuBxdNmBUkSNVRDc>(B($BT1 z*V-am+t;1)#1H!U=cGgUA3P8uzV+>5_k-r`cEfRz@l$D0W$SpbtOe0Mhe)%6yky4~ z5!7zd7QU@22zwYBl6>tMTpk>vsx0Ra;oI5W6R)4fZy9;1{$d&4#)&#F16_2Q`J3|A zOip!_pSL|S$A<@mBp;Xte&Oq5qu#@Jgci9N?FZG-l$SwpI;|I9N}Ij~$i)VB&796g z0&eofcy^ZCZ;&7A6vNqAVuk5J_|JX_qe57JD45b+M+jXr^F9AiM|$T{)tB^&_$`S+#EYgnb6b#Cxm*x|qL^+VFpSKl7$8&m zq!Th4u$G>;B*zsp^5N{w{ts4+H63bqy@@3e(julpPlBWa9olV)+2hR1X3R~C%Fo2P{&yXJe1LQ1H` z2o6fD849Zct8m55Z%pr6%FSjg&|Dss`lc$=e%uE_)$2PFQJ|I329U$-6ZZ}x;rk;6 zwYMK-jD)-K9X%qnZVNt^yn`Bb>AeI1-z)&p6F7gaibv)meood65LxF)u3s_b_#s0q z()lYpJMh{JI1#TB#NtRwZc^yjot?^zZ{QY5(9`W9tdn0@`>p96f za#mdvVNnl+&V~DYPe?&PNY;0x&qSgasRq?vTQf%x^HqU!aU4% zuf(1zS?kJ&Cd0Uy+okSX}q%mjo%&*EzcM-|5Nf)MR~it~u`g5Rx1^iU?=2ko~a$ z)x@c5!i1owtQLh#z^RIlE8-J^5DF9y*T3Ks7avUI(3P?juzbUV9o~zyq`w9PFJq#{ zr}06Z{vqgO!F#hR9hP$0qs*NN$912t;yk}c%3=j4d(z$0(?=img$^nD%E0i^Pjmem zIFb4*dWI>+^lBBOvu*cQR2Jbxa!Hgm6%BSik2z&Ul0>%OVM#B=Sa;7fc;haP@r^c8?JwUC<3|?@kt#227~TqPjfx(TEk3@d zle77}8nY-KSsn1YmmD~AZJ9>>RS|E<%6=aYJVMAG?k|z)wP8Hv);aEsc@$O(M$utN zE&e~!-a4$RcHI{iL_o<2B3%<{>F%0@QX+^V0s>CDQ#zGNi-aO6Al(hpA`|J9ZjkQo z^UQtrUZ3w;?>^r;XJ40pj7wll2IGnQ{?+rHZM#l5yjbP@QPBKc5G{=$qtwHXGVJj2 zIbr(NAyPf3sFZh(1r@(STu-sp;rn{AO_L;;N@JxxJi>3|rx;VZoKVAQdYoq~-)1^|V{}KEnt0mVw8~MhXZ+azk20 z#o*&0IBZ5(SF`QVE@L)~=@E9sy~F_*eo5I5jdXHQWXqi8Rw=^|G z@CWwlK;l^g>@xP>?Gbe_I7*qj-SpHsrk{HS!(O?qw%2jTZBL=#b{kESir*rsM--*cWy3kxaZf zef#_4u6U4Iu5TNqpUEu)hSIpEhac1vWfE&^xcVUh6kv|rBiEzFjIVIijE8} z(OIH=uExxKOhswE9asbD(A>rx*Ac}rge9d-(w`vvsj41gXVz5BeGfuDe8#~y3uTM=e(>Exon~Hchiwh^~Uv&RGEMQG0M>p zg017mYp>z>6CSIW<=mUR+B-Tr--|SdcIxj{#Lz}$*TVz+?IbRWPul(Iog&^&vZllw z{(S4Gdm3y&F~jR4E_Ah{Gqy~69%SYH>a~|l*O0>XT^aaJ$yd*7!K9w*S$jab(HOuZmFGuZZY>mrt0!%_=KX^bH?F&dunMZ_mjQ+j^fFmu9j_1R23bEn;t%U z1}_h0KbcsSGQ?bXg)98(*V2$QVS`>EGv#mMAC<|Hj0(=P^% z-je8+!)>DM*rWv{_Po2sQM8{*MsfUDqiQtq^}Jz_rC3koyC&PoYI|n}x2#sXW;f!j zk#=59!5@Qy^rPZHS(W!e)+}tLAn*A`pV4Op1rJ?jVHJqA)Wy#Cr&Vu9DT1W+`Ek?K zq)ui7o-UWP?7!|P0_fIA7$b4p{Tv%&RJ7;7=| zf#)*$5q*O+K`a7{^9tf2EMmiME&O4yxrhnHJy?b-R6nERNjsmv_qevD@DySt$>B4! z+H^+&vye=&$zUXb zmnqq3UIp>WZpAcmtk>o^^@?rR<$qVUt}^=Ze3F#N0-m9RImBmn9e$0$Ewj>DX>#y= zmig?by7!Z%k-6k*8lMx$ZW)mgr2+;8@y!W`v1^G zI`nYVB(irAE&G9CXZ4)ni3K?WMFEMnqc?M1*HiC(kz>OhNR$8@-W(d1Vw>a zBCRe^&amF+Ek_p}_^nv|AmIi>H)O`T^e5BLfZ3|+t869cc->G6F)yd3p&F+ULY*lJK3;BVs53s2sNZBD<6(r-wD4L$ zbD&udZW=44o4{A% z+B$HO8Jk6USW5{|RxqD8!wo}TcJP)7J}(h5AM|^jUPfm_E9zwCxta^_klf~_>cfpm z)x5JSaTE6mrrfxbD8WkW{A5hJxN~7;@V|l#zS!l-(%1(OgPdvHsNIrXhe=XMC9_%u${clCQIY;soz z6eh~yH}AVxwIWNy7>2iye!MOlqbd;BL`)5HNDGbo%9o@zwDTcN^9e#s@U!(=*VTV)0N|dUr7No# zuS6q+rdR+(Lo(SvMtlxe4mX8yK4L#yGYJh75n;W!h8p+^uex|(?|X@!29?K8<3Z{; zq?{C5jn?hNQ((b#Yf4t-NH^$~-Gd0YsGN}^-MLaPe%kHj*IrLj;{A)wh7S8`h_Vz< zyNK$%?%lop%BR^v zpcmz&pU<2oz7dp4$l7RFe{Q{Wl{_m}ZZyLyZY?&^=vaxcfVb;`XuS)-VK2jXX2Otuw(m=TIgY) z3w;NN#iAb?2`KDshgoBA(#&+rMvSFK7HZ{jHAIgiZb%4XRKU}I5r(I_0h`kzmQz+ zieETq=$eZiMhSVtX{DxwX`AE~iz9}y zd91yJ|31b!&?YY4Dtq~@>=VgOT=z37jc*$@l}W1d$C=%w@N2P|Q?)VWr_{a9R=%;h zH-8rr!V|nLFn#Fam=NTL{;8rlGIEKLzGo;y(}69OT@#w%Pr)MM!vv+dUB2`gaeQy% zn~U7(8D0d0H{cyHtg#n%kzLt!{R)());pDG$--GrFR^38%w+!3g`IEN~<hR$P9uCo^ca7?-xy{nuQOU7y0cwpBuPECqbKOgw5)elflzPxZBALc5RT zW=$Ntc5{W_wjAuIV66y-ui0cDR_f)$YfTHD&aY`*=`y~mIF6~hTFpw)4ptDkr#Ld( z9I&s(ULJYWDcS=WTe$ncSneIJJy2afeyWI}K}?20EH-GzHcu6Sr(vZb<19?D%b{uB zrnU?;&f^5htQ0?jvW4Zl)h>~4LrFt)@9X%<-#DPiB5Ls#tzEvAkd{uv|l|{c||Qhv=yePN?D!S(}cE3at!J=sGENtI^=#pE%qiv*(Kw=sXA2SxP>Guqu^`0;@p1g zbe?TNlWgoBT!@GXqXXAI+sFLA8rAnU3TVXz`T|YKaB4&{Nvw_AKVD|oVyC$5SOW15 zGD1=`uxBV%*zS?=F+hrU(^g8o7UnMU)z8+0iPUCPxW@&P(avWN@(eE7Huh5JXLc1Z zPe*52Pxb=dC(ub&Qhgl=9vmwD1Gecg?jIIg&{Ox38Bm(q19oHM(t#mb`^cCO%VeqB3Bv2wNdbVdB&N5Y)-} ztqVdI;6Ox~*3Nq+%#Im3Xz{C*1DTPq7k{rtKlg!Yl4%Mp5|4tv9kP-Rr~>2b6QtB$ zze(Apyw2?bQ?gJ`5u2Q^aSp&jrFN!gExI^zM|+dUTF2JeOIad1P4e8%z@G3+alwXZ zZc&9kMVV=Dp?QL)tWD?pCIRZPNSMKGuW7)31|{&De-K*;Of?Bw&})iH8l?^1}NIlH68Tsd9uaqdoHYq{j$QC?Ee)j06yX0h@D z<8IV9ONkUpGG)IZm#I8;j@-l-aH__ zXtT=dE^e~!15Xu+vbytEkFnL@YosYoakFohB6F5b7Re^G7r%}rpTE$dv39cB%2T@k zdFWD;Gyidd0|X~C!ApX&+izV*(SofAJ`rKEM5$OAJ{r|wz*iOPWjpRi9KQJWjABGY zlv`F0Cq>vvGpdKOM!(*;Yxn*9k6ojCM5|GmBZYZAu z(fRLmI-&2bccmVq({=&z)l)A{u%{g~OvccPN>)wtdb4;om&^sRe&&=+8ReqR8VrM{ zc@fY`PR^VI#PV6}eLmLlCRwVct}nmx?MAn3+e9w`=(I#eT1^OTW72wsO6BZr43YX1II@#{q=WJnv!a|So=g-1k9YqZph!845@AHQ4IU|Ib+9Ne7!?f%H4%Z30J`XTemifD$-f` zvb7n?pa42LA-0VNE3Ghb)hweLWaY zG)Oyy1KT-!I4zYqYci&^-XyJWgI0PAVC?G2gN;5uRiNTxJ|3PxtR&KAmh1-D1DSZF zkhuu-F|3%JTK^5t63f~e06xfsN#xV9Gh))k7@btV4(FPh6ulj#EV)mOi}13ZDn+{f zKGcpwYK_D4Y+6e@egH1R;9+6>h;l`E0b7s@9Y$0f(m}-1iT7}7eiB~d=vtM?8`?8R85ww=F6DaYyz;yCLE~8- zzJ=Y}RKZ1CR3&m(^6JFc6{x>r?{q-tNJ_28%b_TGNCeyPkA@6 zJoH5#baZ^3A+18z=0cT~UPx9aS>4khT%oP`&G-qk^zg~pXZkuMZl90d zvaBNNCO~QKnp-5aE{gKw{VIGiLF={%p{&(3_s7)Rq`J?P5L{omH|4n8c+DDF^k=e^eDKD@@XBPUN zl2f~nv~1kx`f_3TNoP(@gB|Xe`QanR+yF}Gdx!g(RFCl(r)8MGX1Z8vv3w#j&I+8T zcFL2y(~e?kfs|*|Fl0v8aBW|lsdA_2NzeF(&k<| z^~*Oze>m!l`=-68G5#ln^^fZU`eGpA6Y<0-flN8B4dv`+cEQoLUZUWqbHIa+w8-v! zj>fTC87VU8*689t0&`}>s;CNWrkrHq$8rYD?Ic0p=koBRc%bv-pr9!FBI}|+(Eg$W zgM-BwJHgn`x!-Z2eR(c1pNH{fGT+LQy41WS`olsTS8V_ee3(O=Sp zhxFx;=6FZj&GFtuYZ37rcVQGTw)gbZjoUo;ci903!@@^IaWKAKKK26>Uo^;q@j}vg zhldP?ZTg;OkSV&5ii3z-zZYjW|Euf(qFX9Be z+e%3T<<>86&e>3@QpwEyWKP*IWt?(fFId;d*%h4Ef{mT{Y8!YtZ-1-s!x9{OO^nPp zw{18zVN^}yR8JJ{N97OHG>~4f5Qy*idVtF8QUGNaRSdKYTc2I_1T`kx>io#J-=8h1 zkZ^LOda}64ATm*O`(xw9S08O`G8E-i1-zv9_Ewv~Ab6>NU@FW@47Y+|OKw#!Bpw>K zA~dM7DKer^e?9R@N<3(2lh4jWiqy7|=YqJfoLjAHbhjP=}^! zD)?t79}S)DR{=QkBqr{`KGnPo$zp)3V1s*d?4KNyG{%dE(z09H15d~Ch>Lqt>6#uy z&oZZYK5;xDQhuOOR?vP$yB?*m8$m`05=V^?ZU=kOiJ817Q4|xS*>W|? zLFVcJcXlXOoOZ_hTfnUnB7JZSRuXObukvK?=!j;TK$lGI9WraoD7t=7lO_%8%XuZh zpb%z<&7^CMNZQqHZBW8+!KQ`00q*^yX{mSD%!smGFM5?kV8TrhaWr`vXaU`ySC@?; zqdabrenXjh6Kw`Xb_TIPqPQDK3U7%G__5+HG+@H|W!k$1uJDnkyevb3}nJ;Ec-@0$Jm;RqXeD+4PUTCPp2P_K2=Okn%MG z3*(WuDy$AyyJQ1C3Iv|Thmn^j75o0K`K29fHsA)1z-z@G^eoIl z2xzVvBaK%U@SM>i4)}Oke4Cl=i)qGdfvKzTQG2)GI9r(DC(C|CRcah-TQk>78OQ70 zt<=bMuwNF5XBFEv`Jx$?Fs5MV-+mVdmk*pA!doNVH1Bw$2w;}l96i-31xm~F4IR^2 zba*ft(-*xoo5!yGnB_>1njE3r)<5A+QAQxG5L+@{9gCk=j0}GsJllE2QlQ8xKpmUp zQm9X{v8?DkP0;rqQ;jt7lWOvh%lmLMTSGR#EE=$Dg)t0B{~7~(x8Rta^+>+LV>1q&OMQKP}n12mJ>Lf!9)<*idE zR5Yq2n7^G2k2}n-yE~;OkxCpQ71qO_iT{H~{UCmn#ng#~kX4cCzeM~0Q163_K7reG zTcQVja`iXvK`g9JFiyV58F;%X?x1@z=}1NbICql%z?#6=rGgDV1N9vT1sz;v|(bj1XGyQjbruKtJPZ>Py}-IH3x$U6NQ6Sh6lou5$6xUyh}FS^$PrUvNHIDm$za+`G5I}0^wFkR77d3vcaV8~z%4|CyZaK- zEQoNH_sL$7x2Y^FXiClkTVWSp>6J(F7|L_4o|T9t^Cpp|bMCW?N53;>NR!w}@~WjI zXp$~ghn!6wrur~OWKw5!9})=9`o7V0h({BRF~%4z(fDnSwU^{Tgi4@-TVb8EPAI79Umx54a}t|4}XZOu|#?ip!eK=#zM!KkU!LuTc6 z)v;3RI*CT|_3~JZ;*v`{d!5n|nWo-U>iEBOHs!HRb=IoV%c0U`w`c82qy+8TVk%+= zxx>6UKi^CLNX}tv4cf)SDBeviXOyO&R>mf>R~M;cL>(z?xxxR!&Aj|r(qks4ozBf| zt;*qG&^&ia#tz>Y=ziSQg~$u{`n=^P<E874dODxD?Rlo3+$O)Uy-c+K42%CE^?jc|OJIXQuL4&kKX9Boj;OAHmiEG?}wy>hFn7!U9zN=c_qzjfn8g<7O zYK-iUJFo2nMbYFhU0XfJhif&Pp?Fwx#LN0*kL9SPg>BD=MdB*Y0q@qHm?M}m@=Lv% zc##pFKbrr=5iKVx-wxWEf<(MsE{6UKAl{;hEb9CGi2IvLGED3m?LNVi;o9O_5&E ziFhEl7$QuasG=j)x3C~;F{bdTi9BlQqS);|FEU@JY~#0DSwuQ(vUgP2+;garEMNG_ zonIYy<~L7u)?+*cE_QH$aARu9)^P_%NQi&Q5#(?&HJuXA4-e0ExozMFvoZ#M_1aFEX5#@ej z{c2jkOCjKL2CN0hPMO2e)iz|OS;s&Mya znttt2ie+lI#V8xFU~(;9mmd4Qsp~qlYFJ62pF!YhN@{p`)~VfpzNdCyA2xTGZ#&aq z(-L^w2JlKbyBsD-%2FM`4l>82o}5^RiEax!kY{+}2qJ_Qra%E^~v)CS` zPi1@SGOnx}%ipTd)GOeqx;TOi6*}SqoZ2qKvuJBF8utK{>jDz)G`~2Q4YqDenh)F$ z>a9i037Iyv0*$Fbbr;D)p=~l)E_Na4cba5dmfqiMd4;J+hu>rIteSQlmvV(M!%&Kq zHU=+nvN$yS?Db8qALrH{iehD`G$z{vF8J0*Gexn=(QrXbtN9-tTo z!%?Wle_J?v{8NeSYm&^aGKHGbw!>;tcG+c5QPU8zn@%>htC^qWG)MA8vYYW#T!Z(8 zXj+@j-=2>GC=lms2OT1x6%B{6?>0e4uA`I7FkdFU^`gXk3!z|4gABdQFnh^>V1FKj zuj@zZ2aqGz)-3DDO}gNS_UJ;^zu6(CqHfF!Uj&`JhGamsY$|rYUHjg|-$~QH=sl1l zO!b#$J?SC4h-i=1VSpsgl}RsBo-u?h67*9wut4u(@fbwy??se7c!B({EC3l8VwA8S z>c)hPztJvqNxy;g35&$sWoqExGtg2ZH=t~$?Em)g`b!XvLs8vch$-w9QJ~w&qiW1~ zoe0JbzTq0iuPfC06k0h@(QHD_-m zqT~XyN~s33_$`V7qhrBHtTw@pK+m$Sn))^8^S~0@0#yznaX(|ce|1msLO+J21L9@K zoz}}lGMl<_xUpM&+uQOYd6FHCbXJ-W|Ke8+RtNW`S@ZG_=Kh}Dhs4Dg(}H_7_4n3a zMwag^5I+yZKKinu!AU5xcd^qObR|%!X;O1<5@JG1(%J&q73n2z5Le$KXyi5z^nkH^ zzH`!ACJ$47%&^u8hU=o~Yeu~e?%qUkN68VoBC<_FNTOS^_&2Th5T94kS98y@BC(`c zt%>|9t9w6jEFq*u2YOri3QZ4IlL4!pOu5rBioHS#{JZu#Z7Gwu~ocqiK8faV`fijTqi&XVt$Uv>PtW>GvI-SEr;G20G7BcIO! zfd;7=-u53x8>9xKK^acG+r)h_d{m4XmA-ik7DxDn(}h{H0y)_<>y= zFP_eW%9i-n$SU{2qPZ27+am$#tUVs4FPO#)Np8&mGo|y}N#T4#n5#>GR73(QHub~P zWUllXWEi>TGye9Hi|XaEC-_gIutpV5=Yl-B6WxT}?B4KCkd;L6G2c_4cRFb%@SbIO zyC}l_69w6=BwgD#*xiA|XYf4_*#+qaOX&d^NDsCY;X1oFS(!=7)U=gj?E_XRqRzS7 z!o?a`Eh6FG^Tj_N2FUS}^+VM#8(R{A z+iUAN{A3h}%CUc8QsMRT8f0|t;t$$!IX$57Y0F7=mDmbE6Xd}fNY%_HNrKS(c+RJ0 zhKJ(ucx_MDuj?ncTmdSw(1v;nFP` zINW)^AD-1&eyQ;%@&*7xNeT1lEKiW0hC_|4=yx1+Ulxq=UN zJNuZme(mt-7!WsT<;N!~v3t{WKTwq4BKLW@c4pOU^r+T;jLRX(4i_>9S;H*h^cG!H zq0tO%xDc?w7J#HGP!;lTs+{iFPe;VG9}=-Q)Q1OVWNa|pD=((1UqJGo8T~oehlN3EHt$s;kPoSz$49{(knLLQI11(|@m8*#g49n)5(Pp%b zsR3nPb=$5=3|3~C+}#A;4pQ_+;|P&90!-zz*d(@f z=L^DlAMS?)_U)FG^t)NtX3+;hVTUCq1qWnk3y~(=)Ljg98o2k9zTO z5s~y3*v|Kdnc9$W4nDdc6o(P*WZJW~k;X~boG!1(0z_7*42$n1N$Dtv`I{xK`nsj? zJP&f&1x}+v(YFrGPR+2hIeh}D3p*4sa>@dIiuIXfI@u&VtI5w^|P7Omyz?ku; zw1}LGJ*Wjfwdj!I5118Mn0XnY?NT^Zl}3Tc$M&M|N!w~056>112rqi+D4`DYodFOW zT@Jyq#|fqQmbBtN2}%OVv?GB^PFuNUi5IAl^y?mC3<0V4srj{C47W3#_&jfu8v+Bu zv3GNZqW}GWu#w#e2&4~M46hZXLRWz+X1KS`VB=FdYdcCLL(p4CLFGJilD&uf{M9(u z8vb#sBSWt9qsexDXLu%kXwgUroGJ@9`vlL+h1fnk+=BqxzBAb>+HlD#f7Uank{S=IqIw`9j5ddRbwk!=XcpBzOJ>n<)5ROSvy9SIZJVEBuumR^l7X9cCg-sO#EeR{`MB zvCgE8*aU$eQKa|y;B0U-nix5#y=KpoULHv)+xV6J9Lpy(az_cU7(4`s@JU=|3@ zAb_fW>gl6!lc_etD=~S-y+tahz1X>5COdcHO-K*Sj4zx`g)(gxMI`px83c6XUv|?% zO!mWac1qLuxPOd-AZ8tgK-dc6#!!efWDe>ruQibkF;Da;4ZtRxVqmLk*&A{u%%gE= zr_a%&uEk4+Ni&IBTgCiLu&HI8)+(C>w7(BcT4x#%Z+<&n#`-oYJBB?05>Tg1=!MLI zPIzYTFgzRii-q!H3^9CEt#$WJYZ@$yIfOgyYLu{+;T;#z>PMwZMEN@TCZpyD2MPAy z@1!=3a;?i(iE^qXvf||El<$I$t+63DiP->QZ-_lhe~rQ|`d~5Eb0g?KbLoL&Zoly}uKm z{KL)ouNSF~kWW>PaK)O{RSZDf(qJ1>mc+alQ_cv^j#X+eft;dx;)f6y&zH~jL4FLC z?7%4D;&}G3p%ipm*n)Wi@(H3*J{%XKoje}*F%ll9)21lM!T0v=d_5}D6OuEmkgad_ z3&;{8#0Ti)Z9+RLf4b?RGwehVX=KcqZooDx^-5)5D^-k|KhhKzSssg?awL; z#hyFR(O0lrk>TgJHKG?bclZ2pI9EXC=JS-QHy-^h5rT04;yVvp+g1B&x?Z9e z+3UBQt&vU@g#_5Z251K*$4k45^s3AU6vDthw{zST;HKZKi z(A+Y?M1;| z{O)n$CA{;Y64tJu^HfOd_bZ^s`u5|V?t^@7Ny?nY*yxHs0rY?8x{n@1Qpm8-xjoid z1ENGIefI+7Q)^-LAo>XT1fcKSLFo1*m-lXHZXVtA3m_!Pt1R*FvjviYSe86gw;p*C zJX#!90QA0+6e}QFXhnU&yWzCkR+Qa^iFa9^R8Om>*A6eR5zu>vK4p@@gfx!txcrw& z6CvC5RB{-=0kbW(#SX__Meu{@%b;%{sd#vw&Vg4$o+mIKNRE8MXL&Q;?l=Gehv6{a zI4JVj*X8dK)?PW6_yMk&L}VDJAb2#)?7+40Tu*iJNEniq?N9`mYG<$Wqwcya zJA8lXh~+vU_vwY>3C_NO+B4w8b`Z^P&B|n0>Ol0mSlZnYzMd@3_fi{GjhEJ{uMdUs zl4+3)AKvLaA|t1zjbkNkJR2@*$t69H3uo$i6(mf-?|k33_$HOmxEX^FZoj#lUjA$7 zi_{Bf$L2^;ifP9#eF%4$LJ!H#2yvW)6fEtxq_xwGT@K(Z>iQgSBS+3N@S{w}3qXlD zGS=R@dpcBrb`$drn$T&Nhs%bX@FOvW&oPIO4d(g3^TJ7aIB`X|VmgZ(rF zs2IHLu49dD-XHPAq=rT%^kw9p^w75OfUxXIskMhE7p{??)akNBG==Zo2xeYB^et4b z-ttF}SA^=^TgI1%BLsN@DfF@;V%5{AP-qlG>qtdO7>wK$MGh9~(tGSJURy0DDYve0 z7YFm3CG2DDzx-I4rBB&*4hJ%={hJS8DJ67SVZjF42%qw`XCZbYGB*fsOKeZcy(rfi zBDah&NM<-^SuStI=e#HWx}ETvb3wnfx+&Z=(w8>V2dKlQKzDcd!_N!Y-JYfo zz%)B_xHinbFWe!y+5i+B4L$E|PwWdX8=~S7E`O8v@uv>sU#^|*pzn8)6kX^JkFu7g zs~~*${TonnavbFm9n+***^UP$QrD-wQy?MOpn?*OHp*D@-KRtFdJeu3euwT^v`U_D z@F@n`Vq{>~KS={Vr~`oJ;&A0ZO3u!TW>)8F%=0s;}X+C_!t5jIdc}-YnqxNXfkHmC#@!tSc;Oqlowa;Xc9um5^25Ym?wN0%wKn z%9?kW>(C4L-p<^?RiL<_4-CV*!sV7e2qhEeIr zoQ4-_O3s@i1;*}mK$l83ZiK%lUBfw+i%-pGQ2TnJ$*Dw&_CR*mgd8}>M&{fzx)067 zs%ZjVw#(@R`~;^stYG!zmk&JpDOh9mdG5`4KM-F`eYEeOaHgFu_Yl7+S)f5{cFsbH z7+sIW>mV7CCQBrxPFUwp*UQ?9mKt|jlZkh|dFU$|*_0%TMX*L5z!e9iJ)iev&p}zC z?q>2bFRJtmV1HVek9W6Z+Ho~u{W0-rho78SeCjMu(kGkzO_fd=h^npmHo&pxrjPHy z6C7HYXGq@YFGki4{Mz&SqLP&6{aENH`{`dAwSQ;KIZ2=sIk?uFW>S&f_a)m09bkc| zJILU3WLQ=h+ccvDhk20x{&6}ASZL3oUvCoru6h2~o%p}`pIT-=w{OeVtA((pQ|uo& zoYk*L?m(ZpltaklR&q-qyN*C^6fR``w{GeG=9d3l<)u=hT#l4dlgZweAp9j#7kIbw zxa$Co|8$+YgctZ1K6l~+ohg_po&pmUfAuW<^UeOxpPA}G1U||`^4Zj|5B9;<)VGiy z00>>aI_>q*wzlkz1+kFdyFUx$t$oPLFAbS^vk;zFY5uo@+W+(C{Nt;s9;j#YkeZ?K zan)`QN1TILm~C!Oa0rchcg69zWzlEr@qcH_{O`V}uO1aRSD#`V+4v2}8OOT8!7Wdz zL?5+Zf=#9S62v~{b>Ku*7mU`e-6;5X2G@W0JxngRTpn(;M41x zCUhLFf~t`YV9{N;0ueG#Il)`nuK{NJXTSch3xhwOvd+)R=l>s`=FcCI zi1H1bl-SK#PyUNi`XAHc-@Xuy0XL!!F(Cbu(D}Ds=wDy)N-)O##jRjSV_tJa;(s_Comfx^``t#)zf}?ZImiFc*L}pOwT(EXcI$t#yMUpVDtEhUv z`!D2hTLox0U42Gt0N-2-xXO3KoQL4dgsTD7B+-fw%P1AlAqdX+&lP9I2ID`dK(Jgq zwOI!NcCM(*e)jbj|1?fl$WcRwyjREd@5r-%9(R56x4RNW1~0d-uWY9#UEyf6v{yS= z$3S%bY-`uj;QR$#2WJf9YB$oS8jvMo=f3D3sI2%JfH~DQMTx>N#)FzDZR<3$yE{9& z(?U7d?g4Rr{#265If_9-DXAZMqxQW=?RsCn{B`AA5kdW;BE2tM+5WxB(ie_>0dD28 zfQ+;qqz0U=!xpe)SZPv->R^0+_zLjeTi_TbOW~iO@97Pv6e^tCcTW4~`BTmehRsBD zWg+7~f9S2-gyx$d-8TJvYTJAHTJrKhv#L)Prv{i4M>$H{p@q+i^tW&fPGp;hYL^XD zJokb1D=Z(EFZj9|{J+N`AYh{|A^Q zdeiSen4fUaGFN?v))SAt_!o7V-dnJe=`B5EP5GxcJ(b)9>?*Tc4d*t;pxzb}ZMXsl zJHe;-mnDxyxPI${V4x|GI5O#Tee7dOGePZ&>K;)?Y&iH_pU+%w0$4?@ex4Ht5Jvgp}HBbC3XXQO6&5db~m(i-R#*t#(>5qXNf+aEEQo9-ES+PgO2A{`QA zthok09nS=)12gfk!auKnD;cQamqDN~M)XgMxCjQ}7wD`vP`b0VEV{d@zy1P%`0i`f zc-|icK-_2p94rz{yoZ1_d-`JyROe0ryLWOr_<5x|3ut*4ROG-dEU0NU@VRA|7JPdE zCRiC1wwR0^{jgZEI06&SsQpYuDu_l3e=$CciWUu(X%F~Hp zmV`0shKnVxXImncb3g^XKO-}G4dj>KfX1Pxsz$|->mQn%mFMWn4@zKj%{ug1T~_yr z{d!=pKt9D5IIbc0=Ku(o-9(vbJB}a>3MV=>Y?N1J#h{`ZRsD;A0kw|!siBGmwR5u= zp8xuL`9U$JLH|XX`S8B%G)ghD$WP6HnmbAFngIGWkJ5Xx(LWvQf~>BPHlDnV3=shx zv5?csV^E?^oiEeOACDsRBOdF>Ze3@|W(@B{;Oe5nbBad`Bx^=Svx#FMw`+{qP~L2_ zKwqz!(WA^Lez8swZ8GBV9(UO-6xvJzarNYqx?ELH3Y_GD{8s@YjU;>y93fK!%3M=C zq$5w|Qy*e{QhgwhPFB|33aqndK=xh1r1$jaKkt^{2Un&g&Z)m^Jp+!I6=`&YE1`q; z9FD1!v{eMb^ zJp+&J4Cjgi@f!aK5eqj^7>Igta;kq(`r+X*nrA7T*F9FQ4%t&JrsZ2tc)4OwAJ9O%HO`5S_=UW&9u4cPM% zC23l85F2p&{CA$nmEIIE1lLRZ@R|Jz$XNLEuM%Jh8}HALHp8$WPq za$mHof1CMxV(5R0$~<}iP!rmaobh7$r4FA97Zc$5{oA@Q}S2ciu;pS9^!T{hE#IWeNQgxMw&_+DD-f#pG zlP-3X1{C+zR_~A65Vv*stOZ)!wSCW)SLzo&fB&;lyo0g8kj^)S6S#zC(@Xt`Y*oo{ z@xm%i>r*_MQMxqCrCwBA&V(Or%!?T*EYO`_9TCCC)0;>&NXNtFA{1^a`|pLNFOZYz z$R;H&CENidGCcY%Fb+Qrw9nRsuD;K&+{*5+ut>Ik^h&*0pfkK0G@bOIi8#TN%0Cc5 zS7H5s!^gn8qC8m12aIbI5?HH)y;>1#HQ7i4Lb}S^wi$_|>y;}N`3Am-UK=En9T`kw zgsGn4=5DvmC@nuzx7oY=R9zLjh3onMJYTL@bf~63@v~iOd9iGfY_-1ZJ-eHA@~#~* z=#F?ny-S*r$H}1t!}9{C0azaQe>(3pqqH^O3U%m-FAnk3b*2m~bX15~2t>?I?wX$7 zGjH-tG9CzAxo0M>)z@x^`jcIIp6aFE-uQjS+z z_fDZ=oC|si`)8~Qc&jk7hWlMRaYMU+7y~NVxnwSYZyg@Cbo~aD3=tL@Df_q47Mn-e zH3Cp)wvi?_8+86v;hLTkc{0m^I&Lfm3wTz^tK*Hd&X46W)0y}}OEpe`gx)M&Qot~2 z+qp7eb4CTEj1vB%=HAR**T*RD8|RXg;#~9)v?I(#3Pu-!DW~^yn;+i}!`M}`Gkgi~ z;@ks>W-Ll~YB@TvQC)!eo>sW@oYxAY`%39Xog(BOAQyA|_Q0QiHn(?;{G_6;RcfPIkpTGQJm3G5p2wX=I2Qrdy73j-zKW|Hf3}S1DpU5+Z z0@Kcq_%QAHy#F0~cj!>@qzgmE8v$0-cpL>k>|%F{b@`*GH&UL0^gaVPdv{C7!;RSb zP7!_G|M=X!peOQ#3A%KS?FOI|T^s6%)XMwJh@z%eHZBbRyQmPG{p-Pu+IXnl_9rFB zcwpmVN<->Gb{sg*OvSX+y99HKYV^Gol>*p5OXI*@x`OH6qwiO|_$eg*wE3~m-Lm;(ZB%lWWG?8a}I)&Y`VdmhQO9{RLF$YezWG5<2)-n6`8 zzwhTqa7XlsVKvO1>QF=yuyHInp1|zomsJ)AIG$;LFp)vD@31q81Nm3W+oGCJelVuS zGo}t4^zaq@0Y;}k_>_X9$gWqM%f71_nSK-MlEi8OwdTQ{jhFI10^%M|LiC1JbDRT# ztjiGcnPNJBm?1@bBCa0XZKY(hs`B+Znj0d4(u*?M!TnZOhBK3aIU}DH=6scpJ#~u)4 zd2ab?1CG>okwXXpM2+TX)@F)gf>=r{?6@KKzsM88FyzK5ESAlVN-c|m`Q`v+88B-X zW1`JIEKswJ$jc@^0<9MxQN@YHNHH#hd*>s)09&Q0f%PI>MUhs3_S&J(X}1r}UGn{C zLezRe3LxL=?v%SJch(%etI1&MSLM)f1_Il$wErotKrFpd`VYXst*QYcRwSduOU>!_ z<@Y6t`~QbFMKcRUYY_qr6F5vAbR%`iE?bM~;DahRoPd=G$Gs zE@j!w9B3?^i%Nvm7JE{-OZ&)1iojg^%ySBmb^=!(fPL+fp}R)nLd9b59lCYjF)%dL z#P3nc&#m#NsDGyPMvlLKUSUuYm#13?2ZDIPJm{HNti)KQ_xTXrC_!kR(5PZa^BFMs zxC3qkrphI!Q9G204tDaOS0r(OV?g~YM%fan?gikxw;X?==sayU2fW>JM@XO{B+%Em z!@X*N4)ga=y^pNJsdV4^+*WR2K(4iX<)|nLZVB%u03>vOTEYtV!XAm@N5#nJv~ z7E!EVkc&d+Cp5O%lLz_+)~`3f7fPdEep3{ubU=-pEdt?F@>OlS0X|=UF8S5eG*j}N zw3r&D6{awca5&${T}&PMshUW>|F)<+i3WvbYA{NJYq!_dIc4!Jq^fxx2Q$+2nvSAf z_9pqidaZyuFzUnRch!(%zdQ;i7J(TRlW@0>Il3wpN9;EZ3TPK{Wh3ULn**xKA*1JK z)p_Y6U;lN1H}0>T(%e}3vylm&8u1nUfA^#I9e_oz^~Dp)*O5>L`8oU7zY`&Cm89;S z|5Z~pn1WWhAkA_K=;#hI&2e^O>&~vO_6B^91L{11|Y#=_Rmey`iI@`t3^D<>sQ( zGuf78INvm!0&Q*9zF|@^MThOBe1Ba3S0wdeTy8VZp@wMK%I~GPm=$Tvof(_bG2K^3 zp1odRcm4*&y*rictzQTEQ2_&UoCew&&jn^MmyG}V{^B_i6Thv2-NW6LCosx483M!F z%giX!_@5$JkJu2o7D*s|mt$Zq9AIx$s`ka{BOO&QWk09#4ilKW?YV!_8$1Jg=;}z< z+oX$foznL|Xz|?gXckaj<2};tNj;c#L)fxeH-Nkxt$|Q26MzY@mfkP0k>QV(7B#Bz z7e9h1-P*MO5Ry&&+)$2(YLDO|ifz@XdsT_)254)oUyQ=efN%**W>qOM$Z01q+F9SO zu+ciVNt^rvfaz^uHr9~}LKhS#+{5I5n#_CpY?g50({1oNUrzu=OP>t1~4X>1wzBbhnChv8|8Hx4;KAVtUJ!9> z-OFZML9Q4)X($9+;@d_V;qn%-$eeAlO>+$4Jj?%CKY*Wy8b1~F3ivs{^A|t3mcESs zuPe0lICIcMI^-8pqqzvg3;VfQGH^Q9bYn=~3e>X~A0XFsAbeWs&#T{b*NRlZWZ>j|Nw@_i>tamYKuO4x$~!K^fCL-!;UN*-WA#K1nZ( z7x6P~JH--E>RQE3AU6k3NJ?lejS{<(g&&Z1{LYA#YH>Li!b3br{xC8^I~ghG<^pB( z;SZLzlfsi71M2T0V2O^`&C#=|h@Z$CidiNnK7d4Jl!6qUVu-o`4aiUt@#LxBDp71V z>3L!wgTp0#5b|}R4iyTae;>z45P9gwmkviN3G50S;wgp3>;bN}?q=F)1caL2?!CO#IH^Pd`E(6Z?K-aMrZye_vtAK#;aQPQAHvsn1>L}!JLxM z0z#Wb;yCqx+B-p{!RU_?oXxea?x|RA!cP>R!y!Esp-JJizh`zenUZ272G(FZ9_ZDz zI>m!G-UA6rRFe17N_kVG4QEx0GyWSC*5pzPh8fmX!Dsx!(~v4tY8(3w^6Y>A(07FM zmL(*NzS)%&sv?u=X)7W$m5%D(xO1z-pcAA zgjE#799O+RZgNcfaV}1!{jFQwMXxesN)ubht|UdHZpM(eY{AVo-3~t?S1C){RB^cg z+TJgh=sC{TUi{Stf?TJH!2Gpz(oV#2GT?dC2)YQ9S|IDB)hTWE1pO?S^!TCN*5fV$ zt&^KCgu2)-EJ67en$t`I=4T_PQCNn>#zU~8Hz*ac+@fc^kJ47~#otu@;asNfA2Ck5 zjPgjk!|Np7BOXsVT_EnV{FLjZblPdx_lebe87tn)Az639d*QA^w178iO@at zj&&U5U5v+BKgx&S#4Z>wo~Ai-UF6UcVq00$gM;6(Z)0NOz4@FQ?~U_Y|E|33)vv$q z1I!RV21OCP!wMAt3=-Yk)wY>}yohCZ4;2lNrm^1&&M%MtE)s7FjJ!9rf87L3YqvX9 zYaoUe22ls@LM|V`6YXUhyln^|73JO>Z5s7H0*aF=m$CDfdg&uz{nMRnn^(!+_Eg~U z>y#H6+v}AP?*OV_8_|jAh}0sl+PT zh*O!5Z^QuHGtK*nr0k0D0#_FW(Lv)y8~DBPumj*b2qjM;7m05?1lBNB8XVSwv;jq0 zxo_0lpd7AEG+AjGTT_o*j;Lt9lhY+^m1$v8pA z?Bc*)+!&0*LYv$pAW+ZMyrwam(zMv}-ORN*Q9-BcN>-+2J7d%{+F6qvF|9Qnm}ewF z#JrNYv{=+Lj%S`}KfdcN^te>v6YXcUq?;gZaV&7l6tO9a`-SosDL%2j|pWqTJ>M^z} z=I5~6H->LSdX*Hy90H~=;nbQ`k)X;ds{n2VNEtQW7c)u&wcL-fC=wYregfvCV1@WsXb+vwJu!c4x;w9$2^^;Q2R8oHg2}z`@^=nZ&HuB?vGF-QG2CN}| z#T))g+DVq3pK$S5Q6+17#>c2nW`zwK#T1v_iDfjx?{`5lQ!Enb+|y}31r%AoglE8o z{DOi7ffE5mv8RfpSqxCKQ)NnYC93p%;~w%-9&anv$qM!L>5F;A7NynTNi($~%-B!l z$4X(eRG$I{mIB=fh<1w(e)QbL`2jG@6jZ&~RDN>JU~=n(GoyglV@Inr>O)_0bh-LL z0`#Gee$0Q$Af#TZ;ms2N;WOgI)ul469Gfe)P{_8^1h`?U2-rK>8PA5%H&Y3+=A4d6 z^4Z6U2D5=+#pkRX1E-JXs*1qzNBW9YIuf*k)_WH!w&lxpsQKPn^?Ug-!R8$i@z-@h z@y=H()m{UWDk@6vh|SOtDxJ2IQ7;0wp;ML_4LhLqJ1gJ7G+ELCu~a{of0ss-+bM`1 zx1XnC^cP02B?US8nOz~8kwk#8c~lDGb$jSs+O7KNdEZ56VYscp83~!ZIPPX5yUVWh z09(DedWA>@Ckvu+TQH@#o4+zpPA=oA}jQ zQ+9erBBa-7ZZ^^Z%rEkUrEBzxVVHT7L8GY0le&QWl=J2x!4m82x--12gd+4`T~*S; zn7_^#PPevzwbQ4_|HxlY-x{U4ypdNqg`7}>0YY#spicM@rhl7f4h9iC2~ z^YpS5^`Q!_c8kE(rnhQTV>!{8X|o-H&m=2`j9BPm9 zSUv%eiIP44APqWZ&dyClL5_=hwKB#e@WoJ#Fk9exoIvv zzQ+I!{c`&lfhlzzd^O*1ncH{|VT6{ARDOYw{TH2U?^$~F5wR%X@dQDE-px&tGr+Tf zwA)TNV+vPRcK2Gw!nh!MqFM`iDK+f~p#hZugm|~v)TfbwK=1del0bI0flh3qpw#+J zq3ajoM>ih}k-|Zx9lPi=5I5tyALf5*q`vnu9}wo&(5<-5=rgXPhLAn(@R)Nn6=drP zJAua_G;^>r=W8npbuIJ__TC|)(hSiEdxNpk=@Tqor__O~@j(|+wE8SxH$E4&gNp9% zNn-QNX^Bnydi58>2JbuPmHgLkN@H&oTT1KW_~Po52r4W1s7qz$|8p#AW?ZI8RiW&> zpEQd*OB-vf7~`Wdx){bFKCXifEzq2jNbZ`-|BPP+Sc^~s(?`>gdJ)@iy1uXW@i^)I zIU(dks`T0#*sQ_?&aOKXRvi*}rDmfs;;voO`^|9Hji*`|(9am?nvz5)GyFNv8Hy+9 z&jSy#F`JonYa283^1O84B^=~!;Nh?h(F@D*BoNDhq*XXjRg<0ifxzOdJ&GA&U z>7fn#&QRPH2+K`UO1|*Aic&S|nLIjG%Av0;tYO#Y(?ZZAR)EV|91|Puxo(5Ef-DG; zh*d~`)~J0RTZQ|Co~M;4sQr_@q@!Y&lHq!aMehmh+^8Wk)>p^Ac^u821^)5z)0q}e z32AM^NFU~IY-eS30^#7hhBmfU3dX|Gy<+Kx0;#-?(v@af=dfhw82s5mPO^v19$mRMWfnec0Ufs!9J zROLyrX%uJan(t3e_nKZd`RYQGrMjNG&hrb>#F>F|wM^)7OVI7uURvd)-q(ogoSiWZ%8aB@W#P-$oO16EJMIX+kq*nNnkKd zx2VjB{uN_$YJaajd9NDjtru0C1=ldhUgkMF2kWXdB_{UIFpq8+K&#zKATkkF&l0Y6 z9`9L9Y>p0VA>XH{oKg465gqbDx6pvB*|Dxv%iiI(L^$H}Rz)Ah9!nApdPTfu zH|(O%Ww$2erCEOd(WVq&&?D$AjzP=+9DXRmd+S(!HmB4@bStK`a9&73x#_H?8f6LU zd?l#^$F4(Mz;IlwOXE-9=|85e*{&Vl%{hvN@XLEst`L(GFjq)y-)TOAa&--6YrNd4 zIML}~YhlGkCug(^Upe-7KsV-`ivMCXXVPCbx}Z)u(7;_K$CvmS$3U+ht*DM>56#8H znr^}4?`^m_?Y=XfiEs+qF z>3Wm-llDw&CH^@@;e7q0@`_69j2<7%$}gN38{>nsHDOQVi`koNr8{po&E7di=FX)& z+MU#3CC(|(=xu|x_u7YPEzJP?Sc7vsxbZC$><1QN?*g!Dm@zY7QaIUdB_cwVl?GC& z>FLnJf`DKC5bac2wSS-?RmFNI8>GTGY zbA~rd##)ZMB~Z5SngphsaXo^}9W2!eEUGe)*2-k-Fw5>8!;nfhhh%)xTVU96Ui0{j6mXG5EjCh7LLD!=J~jSZNg9tT{#3hY z)7SmKUI0&-=aFVHsW~W|teocShc8|Rwlk(;n*o@?hU)U4sK|bWWZ!9(_To}9(MYfs zv8>ol$*YEEr1J^d`fB!(AH$wKC(LH67(wS8Ug)T^ZgVGm7HjhJRdgBxQwA+u|J-yf zH$PkIat@3e=i#S6tU$fimWOf`R#vx-t+W^<^lN9WFDKMZK2wG^bb?lTnf>%wT_SkZ zqDQEY(tvdsJLZiN@J(W1J|Xod3T@86UN(*!*WbfB{}`R^y#p39kYkmq%jFb1)jXLB?na6 zv^0Y;$u$b&+Ky1+b%>vXMb3M$K1{5=Etiqc*fh&jth&$o-Vu+5PR%#i@AoiT4k7LM z;=D5ltQ(QM#<}vO$MAbyc67Y;2`bc?D}t)BJ->Lp%q7kns~LC@KkDmg8czjC*TjN| zXkC>DzbZn@UPzre-=Zx4bIrZ`ICA4;r+57Oqh%HKnVff@oS^$3O7in>S$(&^d}}08 zqU!PL-}z!K6V(~$@oMY(brr0LFoP2?Hvzo~t7z@sO@4X>1%+V&J5dW+8<4v=<(HhO6WY`K{dGGr+`Z)s&bH3j}& zq*Q7Er5_z}qB|gvuopY{>ny=I(l(pznVli={lSBIGl+0){UiS~dakNgC72s;2LLB_ zIS34i=0t~`TmdV8M*PLPe|rM_zGNi~q2t~(Q|I!+8M@N3(*gH!k1gF1XvHE>xQKQTu9i^nRbB< z>%TW^kT$T6B!6txH33UvTzEczAc0eAG$2?aYSrpTAcyUSm^#C+SDI2L0yHnRFHjy# zQiMMg=imJwMFRLmfRT>Dlb`1H&j6NuwKgY59>_XVkOju}Dnk?Yl);yoOixqQ>zU9n zbMldXft;j5RA`zJX&c*HHO&Ci*G7W7RwunL#r3ZTvy7E&}3Pi>xIox*-=kp zynSo;skAf|`k&!)1jHzcKSBX4R%%Aru{c&>TrsEbR}Tr3{klBGusn6VkfNqVFy^?C z*U~Xgl41cfD-m_a06*5WA2*qpL7yyzoTw$bM*BN5`)WwjH;-_?yr2DOHQ1H}%Sy%ViKHj-}bD}Ples5*$e44 zrbqJ;{f=XG4#kdn?*%q@reHv^L^IFA?n7@^ODVQBdq{NLR9WIA4Z*(%Z~G=PN+ev6Sa`SaX+d-lbDDxgnFIh|j2i*|ziQlmnX;DCedGK$=wOHt$i z?Qnv(a;;M()bxeQQiFA}L=E$JUyP85Ve}Q#bY253X!45LtQwn=AdwgTr6Ue&~wL?;@TL&zj0ID5$ zSl<8??OcMb;8R*c0PNq57)y!WT=4yX_OEbwt$ zF!8AkOdL)|vF7q(WAp zNphu!x6_;^((I{aiU<+h9464|cSePN1*im=u1u}Q7Zcn0O~5ptqg{@8B`u8yL3zq_ zBC;-)**rH>*9@?87#t+3(AgtsH{1sNgJj z5dmZN&b*k6_=8IwMC;a_U!HZ6yJ~f^7FqG+AKjfujq`488w;HF&ZYfz(>8Bwo*>XR zVe4(+(xO|@e$R9Iosk``IE;Nk3Py#Ej#3Y{amN&Of55T)MLB-#0ANh^%P_+Z7O1eI zwS%$zg5~}4XG-T8v2<|1cp~@dcvId%k+?N~NlCTxP&&mv#eJ}l1$c&D+lybXkcKA} zA;ivLsVR6$v5|WUQBvqy?!V(9@Ac&cLj#Bxur=PD->i4&`+~FMT~s92{#N)M z2QGM{B+1@?Wyd)&;BCHF@k_x&od`-J;3S|UA7s}QSeXU@W!P*`PhNT!%LB~%;~vm z2hlz`k+ZXhvTC?Q8`o&sT>sFxcUuaE?bYbe1ixZzdahYTA8n7Qc&qGIg5MhzTXdg4 zTZwhENk7I^oFUWV;?KXH5S$fN`yblAZ8CUi!D<`z-y_yvC29GiBk(tnZ!Ai53P5`i zZQ-Ji;ZVTENho_TCyt5WjPNREjJfF}%qP|Ow#9|<1$)^JfK0PD7G=y&`ks(^953&6 zkkp|>f3X5$9=uxvx(PQwME6CS({qpy<_3C<;%!>A;kqP@$GHv0)IO!d0aqtTN5L*9 z6W-~U$?N;|o;{CAKExV+j`icdc<_m3pBh=*^&9M)m>7+6CxzMLR;cVG)>=EOswHW7 zss`Cc_b=R{bq5FBUHH*fOGmukr~LajT%FpN67wnj9mu>ba4{ql|;jAIb^a$o*3XYg&nVkLKi+r2CoZib!2&U2z^ z=RMrzbMbPNI;`RGg3BSEx76MdPv2v~%fr{|ZofoV>&;#pH~7*J{tiJ8KPBh(W$_Cn zE6~Y#Eb9$ee4CRWdk8>fZw*E2I%pNK0b4yaOFkiaDrFrOwvPE1e-J=@n4p;&t3eB9 zAEnokfd)0?KFi7EF_S&I7(J4M1W&7r#Yuli~;-QY(CsX zlq1HkqaBH!4}o0y$X;e@y!(|#7^zLIZ9&>exq?-wxg}u?vW17I@fM|M^(fU5$ahmZ zG&yBUKV??Wp*)Q#|d&%Us%OkF0Vt&plp9=B^u}J zLPrEJh$V5~vLjBudZYQ1Dw3Z6(4wQx1upjU0EzdjgBHNK`^z(`p4d!(q-|wG2p6&r zQ1<-<`(0l9W(s%qKDhgd@w=f=@>>j;ISBPGAmlW<8zbjzAM#_nfqK*)-b#j0S?O6Q zP7_vV>hdy(hd;e#af&`<_vT`BN#b5Ww_V}1#}eJ(f6Y>`JVj$#w6Ra(rKJd;n^@-* z;}a_F$mhB|BpN4;<4(`5Cr~hcOE-VEZ3!^2>|UJlmB!m=5F*CulS5l*?_6l*oT7-7 z>7@-WpW)lxcX%BwzBuY{HotawgxcuZ+kW2=fgRpGs4wS#rV&$Nlzd}CIiMM4CYkU*Eh#O@sri!|-#EHxxagx7Yo1g-XjPSMx- zeu9H=^bDl4EYQ0sgaJNxEpNR6tiZR=-89GK+<0vlY z{Y+?9?f89A9ff5Cb_`kKr_WcKR9@pEZ1@sUi#^U3!A~u*mK)zP%y(B^okF(RyHdE4 z98Q55DOHl@Q!_F;Lnv8{O^n`2-ZD)>$8CeM_J?hBjp_ItL-GU77~`OpG{FYJkh`RX55!CpEhHo6XH=YV8`AOi5*)h zWukSXtohRqN)wg6^m?JB^?`}ez=TtS?eoc~W>HOlk|d5r^}Rer=7;-mCOA3s$@O(O zw;#QMy4IJ~=cwyi?+Eml?-N@O$Y)O)fKMsOX)k;M25^YD5m3zp=5uU>%3pw&Zg@(U ztdqQJ7y8Sy2RAbX8#Rc0lkL?pS%39D@a4x!qVsIz#mCU7d+R`i*``NFI5q@f)R&k~ z8vaVsDKr;xF-SGUmDfJ;4$*|tGmZ0;6;X%I?SJnH1)$EPeM}nA z{um~IRB)UFF1p!ZfS15}2c24@DyBJ+y_kh1Hz@9h+=f-`Tbkip@7yuvTz)I~VnN?q z>=k0Te-iX&kSS@ajjW?zV;5X?D=EEIt$1PlB z5a(P{rYa|2rFbgt0fct-02uc61O4o+2=AQcI0&BNACqqUePuM#PTkDRrj+LZTuIN| zP@k-@$1ZOVt8X9=ppg#XJ%zxv7ARmo3j3rD+wD>aRqB(F6CT&C>HDR~nC)}?hEjGk z%^p6O#5#oW^rlh>>owfHb4VF$^Xuyudwxt)rKh1MN=yn9EJ2=HD_DX+YN4Hj*KVAD z6fLR%!U1EcTp;pp0g&=1A(muJM*Ku9C)UsUZpj|l_PKH_FlsU74nLhAR~ZY*8!+ zKNeKIqc%KyOHr@r!nIp#3`tb3j!oF_)M@G+sMG)PQAhIrS{OEU=y!Xq?`oy?32t=T zK%y?3?_|858@FA%5|^`6NgF%<N@Jq0{$-uXg5no;tIH5l| z7$f$XFziPB%>KA=g?pj0;B#xC#7Cg!Wx?}%t^D-$hGAZkueNqTc}iw~q3)pb;M#z` znp>{_xpw_;(F&86K$qXBicFJ@r$gmz&s!=ln0{lK^b{MBQVi*{A6Fz)&++Qe||I9K17<{EW62#134@-fO@ z$7wNElO%oe`l_jAYegp!K|wNCQNaQDgw^Lq{dM`BmnI+K&ByKewLS?4O1uol&GPBf z(E<*fHNd54{?+Dk7V!VI<_J++a1nC~Ob#e0gjn-AgTF$Yh7IFZ{svi}ywChlv_%ub z%1_$W>35IF-ulNzabFzKvHKlF=caxY{j_v4;G zfQ0k!on@SXt*pShxC%tuVex+TVAve`(?wsz`51dVd`;Yg>n|9cS;l!fe(QSs8Ouov z^s-*p?Rjv+N5zj;RMZ2%E7vV6hM<&e-EZm0_)3&7$jM6nG8S>&rnjQb5Dm3ss!B;# zkkG;hWf)M+j`ij1>aH;KAkK*gP+l{wo1Qx-Qe`6DSZ4Zk>5rk!pWzcAy*;5EC2(s3 z6K~!d;#+g71Q?r?7wzldc0nM@bp!P0)?e8t7GG@;6W-5gm9RFN5M-p5<9Dip`-PT* zRjvS`SA2scXuV?{6kyuqd)CxJCr{H!@9M8nR{}KyVT;sKqOu2j8<9e)D~Df?Pbl(Y zDq~x+H=;ERffyUV*3V@|hq=OCs>-yMQO_hQVykfVuZAmktO*ZiIb-q@ygDA!*Jh7B;-88< zi3{7kLqu-CG)nW^ZOPb&d}p??=8V`~2Q78JR?UWF5xxNNF+h^_eB<*l0YcmTz|v-- zI)#|gh8q-rQ=1_1#*o(xMxbeFkAsl^w=oOWcYM;s`){6kcpa`h4>?46z=J0>kL~8x zyLKY6m^4b}`PV>^OmVL%=kGKn$K;+g2=1D#bmh5#;$njok*{sfm;z=f4r zy3ZyYpW#;JOMzZR*(8!LB)`{Y9#3q4b2lG%Lk-i5WvrB9h|1hN5ZKX29f&Vb4>ObWJ4x--6+C3cna@>NAsr~c^@ZQfPwP|wF08Gg6n6(XD?btu$P)V*_gmL!Wt?Ub3 ztoiI2ax5t?M=JF4f`n+C{dX-EW)min8y}19zlCVsM-Xj)x*HC=TNYz97CPzCW#QbA z!#Y(|0=WA_P1%>@T2Q5EHuzb-D=@_=(ma6`dEJ6DKQua4b2MZS)zihxhKK@IXqm}& z3MZ>Z>>TfG>TmPMRTA01``mH(tT>pI2GWoWY94M7gIi@7oWYRYIP(!FW-4KC_8y1} z6~3A`8LE?RHzh4h&mEoN6IFFVPz7H}ty_BUO)WYCw4WNjiN#K!(UM3NS?bWv&4~0t zuA&+byx*qvk`_P2*!?-M_{&wiRk6F7D>W1Z3*a9g;NiiM4|c$g0IHii+n=L8r^*0d zummnHZ|(E)xt?dQEO$&J#K@}t5W_>hMa+05$E`^MzSs@j_rVURJ zj=1R4q}3DK4j7o}skZT9M`pN^7*vSk1D((bMz|6?>ixrGoNkJHIO4xhy z_A#(RU`L==yP4`U&A>=OY=jEXYmme$8D>0mb^^g;5mtgGJK<>fiy= zgQyC$(oiZO4GDh?~P08bJLQO ziv4;32)2oi*n|`r*zAEsW^eUBRWh=@Jt_IrbD3k;6#Wceqv3wdpz52;n`dHJ^D`iqSh%G>PByf^beiW^6ww-N)w(#G8B z=lc%3D}ALh+Jrt{^_trrhGdh5xXnV&fSUf87pjuz3beQ~oX@m1uE8;z@6k`|1X{hh zzXY8qYbof@y^h_RAtw_ntSeOg`tX8zQIth!@>rYH=mJqyQXP}LV6Kj`dMKfNPi}qUWF;jxCT(e47Q>QAYnhy11BbI*ja`Zl7AXJNqSd zzecz?uBx=4=~3AVMCiQ?=f(*$^QMNkke0abztOF8nS{R07B@+rog@GK3Q3GpsCjN2 z-=;B1{ys$%jteuWc8z@S3O1sh}<2p4rhdq!)YU>VA&eN};Hx-6I_F*T56p{s*eva=VQ+?t6kv-Po03j{HcAs= z-seq@FA$NuSgL-_A8&IJu+hKGYB{(!P_nUDowVqC&A3^&=fFHICeD`0Q*|mx{F_ zR!}rNo5AJfh_^VNcHQZ0CuV_rxJ469XUJ)M6(~Oe`B;jF$FoShhi|$u{GVg7BFYou z79|unW|2CqJUq*81`b29U(e+ok`V#8@5r>%YtABnh~Y|c?&Lv~477CV7j2f;&orbS z+(M;oukL%k8rizX;=ZZuAzbipg!E5Yz9X$C(y{!0wH9DP<~jS(^;e07f$2pUQP1>z z=NB$7_9-?x?Y_m5zR&lj`JO;1>>$!tScpqm))*e&uR-=(3sf`sl%2jZQHI{S zuWni0zr228-opy>UdGY1=evBtN7ia3gUgWZDvwS^OL`x}tCIy09H&9LfZ!ZoBDv#l z^Z2q~ii-<@>QspPB)J$R7oKF-@O-$19E+D+xFdlry&f8zrrI&^>Qctup z2p0HxdUESp?Y1o{7SzDte7$`r{;UPA59_&ML^J_RSD{~&ExFo143846{qy z$A6sRXHXWRTpC6d9$SyTm$$P^5o(JMSxi%^l3NXGpD3S@R0?@o1Z&-l@_tdog$U2Q zA$KntZhf**&VZIPE%tl4PIB$c_??E%xaZjiYFVy*VMV@ranmp@`MO%36J;;hc|eYm zApx(=MATAp+O@q>D|d1H`G#R9=DvCIVympgZt~z?^<1(ugQm`R%uUix(JO>m9}>qn z1IsV#cJ2l`6E4z(VYOZ((DU#B>ktnA{QlXoren+UBhMN)cT&_2`5+^r6YbAM;xmPG zp!(FT7qmPW?SPl%3j_0xGD?_L9M;RM37DyV_+wAlYr}T+(uJpcW^Op4Q%Tc)&=WEO z9XovJ<0YU&_fQW~k8_^;1MT9F{fdmt>%C6%TT>wG9V%#{0DlJ*knARbFvDBmmSE5< zh7KmklICG~ZDy2xBZ}&9FtM5_gC+=5wwkV}QGpYt-TRWgy2AtRK!FWAjlh1z$shoS@c@ zj+!zHG@iNSzYC4^SFm4=N~F7zsR(>irm!WIcteZWzVm{YW@k_UcASDki@bMaAW2O! zoB9INGS$p?{lamQ7Mb>qLoDi9a}W$LeW!iKBrRNEkJ}!5%({$HAw(v6)|mtuDT2>^ zejpIX>NG6SBb?-MT2=_%ql71kgKvQ~?LXc4|K@pMkOFTt=6Nss;vs#I_BCL+$$35< z;S#36$I_=(x9`K%)61c{kM!4!61Qz(R)_fC*Oo>8kuYQ%IQ+roR}Ebr(POodfBKo# z`2t?gHbw6)&mc6b==0=tIC)GyCylR}vmcO!GEQFFLXeSej~_$!{Gpz+0Vx6vzd*s$ zVq4(L=@iC@Y8QNYB8l#j0go|(Uj|eY?#oC z+@^2~-zEp2T~L%q{L^XWjgnDvcHDyw;DG}M4iGAc_oNAsH7pdjb1RvJd`Sb_iD5%R zP66%e2oxyr^wG)F*Nvl;9~jpN)OXP6`J~gqoU)m*JtX~%sxP6jFLk{4>E;*W3xXH| z?-TV%ZBnJgPG4m^P~*XaBYx1<|U3#m{fMlF7 z{I2Nt$*eXyXW+_Md1eK%Pp`xR?At}#*sXbmMnwlQuQfGgSZPq)_}jASyjxN2N9_~zb3g?zz6j{^&W_v3&jewgkv*SM-u+8tax}D18Fa@NS$9>`VOE7> zM*W+A*_fB0&+rN`U)3f3m9S6L4Qx9Den+-KC%`04UB{qkcmP#xZ6^%VgZ!R>J-Y<- z_hZ1-kJYz*7s5~Hi1n5-#ucNQ{HFo-hJV%WZc zLGIouG6n__y2f9v(*Weygd2YViL(TB8;FF8`oV^mn)t`emds#i6^D7b^T2w2Rwo@WluI0{9|ig7=w81+r%u)g^HBhHNyTUn2I8+tm=-uNcrc} znWQHNwfBjIv3b8SaabBg+IMi*ZobXU_WnJnm&PrNd>uTwWt_{3Lx8qd(de6vcipJ- zn^jAXC_aqk;VYfhJPtPN24q~};>a?wRidiu%Yv~)l-bF660 z7wFE(h+?#<7AB@>(B@?IiUDLzb?gW|9x?Sp?H$v(>2>`3fmOsEzGR`#ATqQ-nyF>| z7S{-+ogvz%FF6!9H`@8eTaKc9Dz9~zG6*v`KX`ia>tj7U7AP%I$y`zY?{ z2?UiDOQG+lZf-U+Trlag@5Ym!sm2~;=qORk--`|#FJRTg8!{F7&hBWs`>lHP-pou_se-FXO8g%N zHA9qc+sO)Rj;XtCc3%SGmlTftr7KAqTew<95o_bFYsQ!n4z_(AZtj$rQO__21=^xm2Pf? z3y}3fs*Wf~EBw+z!?^n6JF4!^6_9gp4$2W(zoRL-Y-g|*U5eb*J`c>1Ik_KQ#f~2< zAa(Vju7!=|y0OM9AHb?0yFfv|nP+R7)OFkO|uv(%4xqGG4#K(5Uz{m5}PNJ`a#7Kvki_#L{UfF%}cNH204%=s3?`E@Kt{?_m32|zDM=SAXI_SVty<|X}#|_?@Wyg9pRwkg1eN(XWJ*eDDzH-k_aW zsX$OP{lXZ=(8L;{aM~43kcjFJRrj}wJMP(dG@u-^oPJC-i5S70{7Yu6x>3OLfUIs{ zc%Uw+?#PEc^&#?rUVSiC+=iIE##s>DgIjIuJQ=X(M1sa;<|{&MPex1jRoiEHdy3*& z**$zsQT56Yr8)oW7jF!tZl4BH5Q%Yb0cxi5k#H)aA~7G<_oNIjT`$;16Ez-h*A(wv z-*pYy3T+teaa`VuCF<<2ua7cgw$G-?rfb4||7O-A5U%4AD#r7u-BYykIM^GI8u!p8 zj|qC`G$7lhV!525Z0{zrbjQGGcQS$g!xa+30FS$ODN(`Tf1u2=8MGkK?b#igdhGw& zTF|r*)Bau8svYiPB8tQ6szp8B8i^_|C=N$ijo)&h_6ti#fEBGu8ueK>j>)$xPAssr}>*U*V)eYk{@_l$%KFM0(7p z7|k2d;ytd1w2nBkK%|Nw-&MWF^LTO|=v$G*V!4WI6=iU&aig=n)_x>ZLP)RDSW7d_ zmW_sQiqMj`5kGNn#(INq5D0J3P!+v3GhRxwJrZ6hoi6YGxR%LUsmE}vBkqjl!VTAnvOYcf8eB#Rbtz>*xMa{AQmjlcnLk2SFslH zw=Q7{Y0Sk}U5u6@(^{NBfq1%Z2-+l|%WMH#EYSKINz|M6I{f1c=gWj=e{X;PvDAMr%L38& zA6ofhpFq>!rKL0R$aISHI}!1ys@PU+c#=#_z@0ya?+3|E0>Zcs0p$`DBwZD~vRomw zCF1kSu&PWick>yb-n4zE6|;gT(Aj8O0thHg;mc_v_Ai(qdn&l6#9wvsX2^-!6ZG9) zW?P$06I9ph8CeZl8-+!Zh*}RzJ{J4Eba~l(6|9*P}U2@D3I|H$S zMtfpTpG%IUy5h4qv1Wm%9Z*BSVL1>k#3+-*i@VVr8<~Hx33A?~1oQpiF#PPndg;#{ zk6t^G<5rFYlB8|Rrl;J*ZAVF$)w@%-V@I28rq8)&Yn|={NllKtBiZPUHKx@ekB-d? zDic#!irdI@eLG+-wqm&YJ{76;El?Zr*;0D>awyU(cH{bs+SWbd-IM9E&BS^{Mhjx29qa?Mx3k#-DXX=1&k@bW47nFCm_%l_M%+2Vh$0Sz8W=>S6 z6=NlG-G4ur(zs+ygSAQa_U~$#FcmS;Y>oPvt9sw15sW;(0f2J`Jt3*$9n8sX^;rrJ zDKG(FMbM;N7FTmoQM0UKTtLCcsxlGf+K3`t7ebETJ=@4Au zIfJ9ckMN^ue6d2WIDg(pc|387s3X2VU~Cqp4F=lFOAML3coc}) z)Q2m(t=4HiDE}y!4>^J%6nD1_5n3xQ!V9W(QpN&ZSFot&+L`W&tEGwy0bK9i;<`Z> zSLR{>joz5{4jGl-=|1dg{(XG?4`xB zz6f<2HV(~zGPWKTO{A6425kr>(FX1eiLuSACt(vw+Zq)cixb0U!U{;+e$B>t!iHBiE|&ZawQN%N6;xnC8+7{iMxk;`^(iQP{q;;v`kM>6Yg91{4CHj1@+>7 z_NDNLDR~eeVHta=Yo&FUB*@POLAysDDVHh7C&oC;$lmntj_V?>+c{r!pMA!VxtlBb z7TcN&oAKKNUfb_C(%|zUDhEUJ1#X=DVR~jsrtij+ZtroAuzO5AG5vC1)NJ(HG!21; z+K`&@9ckB6xBC~uEq3iM6;2MfRV1=Ef$8;;47~F>MSEgAKV8Pw_bV082>qGmZptO; zRN9QfCyR)i>EHi`@fyYr?o4f0&{Be-bEYKX;89@cd^C!N-qKd=*xFN{+oaC1qxeir z;rl@~^_^PUmX|nx(_yGiO69wUy0rGi(MJ|a&~+-l_!U@bk=;UwB%l5?A&2L5J!%D10_#Vi8b^4e%L9m(Us6Z!ag?_V-|oC`_txj6MZ-(xsQrXi_@p>>mQX zEQ3!Ds-8Zpf1I>0;L5{yI7r30O1S7kCp3dsOzrzPk9hAkJ_y32zt!0AF&wc209O?F zTh;Kg03!|zHj|w|ADAjhW|YVy?NkqBm#eprRz^via;%z_)W$thApX)f@pL|G3SdNI z{QwE_gZiC*vB=m*wgn6_UDBdTbNtj3N72pNYuA0|VbIQWAQi>~`o z13AZ`$qn6K8=3XblueRC#oNt-1R|**&+1hhrds?SDEI-=(&h9y- zDocFT54?8G&d3mEnuJCyrmxPJlXq1bY-$!OlMl>AkZLEZ3e_z76LFQ?5ejojl_l}R ze@MKK;m7w$YN$C)$`a50vY=V3XLZ-L@`?WDGqJ6(IJ(g6{%BjB5uA+e{QSN9@9|+N zwmiT2?lAp{c?&3V07L!6PywSUruA-Ze@1nUDVSWoWE% zalJGxmLDVRCyLI>J~<$hkts|u;|h#k$%=2mPfgG`-2wu&G46@IXI`P!eJD%TF3^R? znlku#1e{7%CEOFq6#ytpnv%Hjfd<*k2M3!KT>|;CaX~?m*hH@Xtv-bhT7P0wzX~)lbyfj?0o^Y}5Ry%vk@dlq5O0?3L zJqbq@1?g{=-LC#}-#~yF`GykuwY~aIV1ed6s;SlNnhP(;QoA6w0Am5}1NtzJlc}%k z;-8A-NP_+85O$~K-I;0x%W*%<2wZ9f6F;(#{&g$jAPnWIO3$NggM%$U7b~_?XluWfd!)qPS39d?2f|N=n-Xur20VW{ zj-k?y9qb@=0$(wIg$g{s{Rj07pu+Z?iY~-cv*HHLTe~1ilxn;A*IYHV_7{nEq(m<8 zag{EhYA?|$#{Wh=xO&>1y4!1lWw4_Z)J_-SiN2xR-KBAQA>RQ?WxUx<5@Tksc8`H8wEITr=j2^MKdgOA|zIbnWy%r}B16^_t`?MG!G^IL(Y-Eb`HY4}4%WasOiOjXlDH4Y z?9q%8t|2IP>6pQe*uQ}`{*s`%Mlg-B{+o!&=srGBcTR7A-N zPqUK91F8##ls!R-R7FM)?wjwK1q>UD+eTo4=hflqy`MnaY!nxax)T# z0Y7}tGkMkZCKM)L@lKdiVaqMnGw=CkINQCVuNc)$r-Alsb4^W`bM9sPJU^Z>Nn@)s^ma(*(-q}YPC z{5Ig^?<%ge+@ejg<()A*w?!vOsHPX=)+Bcp2*$hujd)(s^n7ab$`&Ve)tWd;6sZC*HfT z#xArChP+GhIBq8)>f;a1YtIBRk6F?nYPBLShjXk7>kjiNnqK>7P3>%1=0^~Aequ}h zuLm#e1;B~Yw=rlHj)Yyq90D+AR#v-ly5JtR3k`I<0gku3Rbg2?@1^}FaY88H*Ur?_ zn_5lkOMXzOUyoXX-rWSFz193P^S*F6V7XrQcJ7Oa`l=ys^K$@Dl2`j;7dGir1>PLz z$l~G_L)L?anUZRLnPrQUJbM}=d)xkFY4QNSZ}>?+dH_~2$(6{0IJsdbfQPwD6CQI4 zGMhhZJcP}-(_JuZ>6-<&*?F|m!t@2x?#@Xb7Dp~IKiz{yR2qxxYuu=lP8kENdnM`T zi>%>2QL&+jBEJMy1d>>!5D;XAuWYpzwe8g%(O%a{XyEthMT@SFFf5XOHqAl59qmR* z)}tVAQ!lpoZrkgqR&?z<^7W8>lCab?B~QA-?lbWzNo2i(6ZFGUgI|M^7~s^IOW#^d zad>0Yt6~#$E!eSa?%atH)p(y)J*$F68m%sbd%mECM=hM?22T>lK^@$Ej*0BWuP^x= zlJduw*M4h30r_pUUL4PzO4v+Rc~oMZ-oz}N+$VuB-2>Uvsw8?@A(*6i-mZO3b{zCr zMu#XS_M0}Z6L(OQ=?#5+lWGXXIju-v`Qa46XU5tL;k(ZK?Y6H^A}gt;E6WmI;!*QX z?nCvH9IlAzC=L7b^A#xuih;hoGNlE<<>wHMHc3cJ3uAU~FvjBjPERL)`y^I}Jxdc1BM4z)B#gsVP!X>Ukykc_5R5eQ7qVw5w&5#;Ra)8y3zSV)4!Nd(dZi? z4SEGy zAUvVerv56bbE2v-egi^!>`J~t2w_oNXcNjRJjaE*GYS*&Qv`_^VA-Dbf_ApKvfH;S z#>@sIu4aE%F>Fdryw1btamM+P`Qr()yd5Hlh@6qCb4aG@b5o<2tRGkE&tK00O1!kf zI^G#>(vhEEs+ZrDKx?!}eTY0)<;HZUk@1s0eiHY+QH}hkhu3Te4)&rY`$?;HD&L0* z(8vGgoBsac6w62F>=sjZ5HaKiCiImovDH$SRb~K1H!7xtg`V1fGEX;;1%&Z|``T@m zko);+p6eQ8z?({%SQ;|euG6;N8hCn-)onU_cdjvfq4{520C_06$lkc^UHx@o{|q27 zZT2Mk49X7Y`HnaO?aFx4PwEgmLI-hqbDk)UEcBU~$Q5{HM9IiA%eDu47b?|$MQd1v zDbfCYp1iO3->Ea7t?Y^rHN}-IzW-dG!Re2yMqMz^s;VscjSI0ldJAvXl*;!Zxot~p`cj(RbHcQka0W5a=GXMgS1-?$s~au7^0~?1w+pm}Q~q3i zFLXdKC$$@*wkXDsgCL&Iq(kNu$}Qq7xkP6u2lj6D5Mz^r2#?(@XJzyyO?xE64Db0| z9W;4Nl~iKj^-W@Q0V;HOV_=o?1R7O%J$lPswVR)=4MR^pMizq%l zCO04C!if1d97sKO4|&LId83u<0?^Q-P2u*p`-M?x8_I7wRVJ1u7N2E1 zxAnY}pZp2~G8F9=9M_%rsQdULg7*m0T6SXfOx<8%D+>@Bj0Y1kxtj0F1ihZi!4dh! zWaIggB?3U}e#ejHE!}|eVl$#rw^@WHqTi+S zfrOe^Xz>lF?=g)UMotCv=w-S?AJZWgF?>azZkH`Uh>P4Y6*bsiZ26Mn1{e@BEH-7?!Mo!+w@eI9|wl4(u=M^v8!>GQB*dAe;&Y&ug z9qu4nSiX)@>=V+uyHJhC*@uwGt94`1M?$Fk9NaSi?(WSQOe&U8nDwj=oq<_>%~nmZv9~=e9t#rrI8h{(3?EBi6@*FKA^v zGdbn#cI}lopIu<*q5|5ZGUbyGK=1&r)Gh3)=eG7^3=h%;5@t>2U>dwHu2cA1n_ z$TugWQh#TT{FdWX1IgGTf5fF%jKG7>Cc8J6v(V*>+qBM6Zkl?8RB#_IV zP0GtEFY$eb0;TsM_Zzx@#7d1nY0r*2Ud5-9df!~iB`(i#slJ7?wE*Os)BPhZ(FWo- z<&9*|gaI2}N=h?a= zb4b)T@>AV$J*f{y2;bcAV9eeN*M>sMns+Oi(o1fild(adB8Zu7O%i>71#T0e_}Yv) zWR7E@mu+7ws*fHpiNQY&+Y;37oNh^s2^;}^f(vAQVQ=Hxnrk7X4pNwQ{`}1l_6Yk# z4OHDDTr}D=0@*%!=N3dv_A)}O({QH=g3uru=2K~}3=2mAkze6^G_g}#31Pk4^{XM0 z5pY{-f55->a7b0DHx*jdVLOoc&R)IJ6u{zpT-Gz|1TtxhODSqE$vho{KfocCQ+~XV z6QF`Ll_PI?M(rE+AA*aoN*hdalcAFHPJ+I!aA9Y9v#Gm(d>J#0+9j6Q&dy$c;@ zWD@zx;>N@_!rT!Luc~|%xS>oJUd#7Fxo@1&+C^uIH8MBF;eK}diwJ_3sd_W{pZy3% z#ctF6bDQk zd@5Mo$iXVc4zLi$vXxuSL^NB)#9M|BCX*v$jB+t(tlg&7# z$>9Y#e2SCyUoQNT@ljFqhoz79h>9$(d}^##gX%QK!fP8m%*5MU&&Aecj+Y7}q!mAE z{N%JDJ2{VwBZ+O@VtWI_nO!R;wT)!6ozR?>o!k~~;<)|BJ@_3iCUfvxRI}xb>r;0m zF~kCs_offQR+s;wEac0Mc{3ctSaw3;TC;$6p7~Z1h)XyofFdJ)i10qiCV}0c42~d4 zC7eF80Y3MBie8|_0z3P5rzqsB^nS=9`?dltBY{aj$a4ou-ZH?lOWbjc>E}&2(eI%e zC|z9}it^@G8i)ES(f!A0ERYkKj01G`WW>CEl0CM(UU0KwMazOcbJwo8zhgZ78`ddOSy=_Q0sPx<~W? z4!b|O$8Rh_aQP93c!X^mLMJP(8mHL|Z<4o3t7c56<;X&|w0twcYIT28~-hh(94(Rj6S+(C+*?b2?IqtiERXFly{14f0^f>=k1#{!1~$ELLJoD*{)J*zQBbi`UH&)P~a$ zuZi|gK|Q}RpolD0nB5=T(j3^FR;Hyo8lr%+ z5|kOmx{hOY3t|&~vkilN)Pg)SI#v=rxFN}T6;(ZQA8I-$UDf9YQ!r3lA+; zpa0T+77#@zj)ro}EX(f{1rAT+MhS?DyLrL}$uXf`v_Oqz423q2q3U4_ut2vTcCY5f zC#v3ijd7#%p0Md0w0Pe27--m7Gk(}5z-&`yQ)|PbBIQq_94A)(0xvpvk!F5T4)2c; z6b7{KTn-eAk2^i0pWruj#`MCnPnKcG|?OL65a*=bdU2PfHWj`RT6uY_-7#i(7Ua-#(!%&!*Zn(HCPkP<)<0%DFp)F}1gi-<-M~w!C?#K$Jox-2j!F8ejoT9< zq~OO);}?I>B!wTEHr&mUV$bnAuL*kTR?3nugXHJP9FVZ!|0adFtz~? zpVTG&3ZM6`3qkrRU3y4^#(?yBGlr9%+E=(JP`vVsp|{hGV?d&@lb4ja)~PKOY*PDg zg2+R1z?~BZrF9gg1SHLBVgB1NpG!v{hc`#(Y$%k{{QEEGfrHOFTG$Sz@U6#y6w?$% zNTkDEkm4isWotI#qRgGcUzl^O+tAJF5U8^85RYa{&%P%h{Xo|=A!z+D?k@4hlTU7` z-D+V>m#Pvig5w)^#m0{vZhmbH6>KL2)6(?%bG!Xh5h$3}7~rBwbFcV<6i=(@v&-c4 z*tG3#j-Q$U(eWP%w~)ad>pu<^CXH(hyMEp)CJddMuT}6Pt2d7;2^QXEiV$IBU65ns zCY?8_BqA7q+8bAqhgWv5JFHJ>jCLcVt{WVt@p*i*mwhNEX%PSPlX*46Lg>Iwvi$_0 zCDC;ypjv1=4o=kyW{Sthr`aR%)~zZr_F%c>c8eFX1VSSaewN$UZMP`s*EFmh8lu04 zPRor3{I^5`Af(Kai|xExXHB$3$$y2ttO}yD&A@1ZNaRKMR_U%hwrgALcwN8WJSDmS zK05q^KO%TkDmcf=H1cRY_NXBkuT?3y6Ht)93=CQWOCfZRJ8a-&CdzNb!24oSZW$$D zIyq6;z%T&&L-ueSbUv=*twtfCz0$I6EmuHG{$}>ea~4Tu^Nr7?s;Xa_Fp#JLubGt# z&Spc5)Glw%K z0aOJ=bzi=Zb4ck@V?H@WL`%YfV%1MkQIU892BEaQO(3+AG}-}FdY~tIFO5M*CYd(* z*kfwuY5eNK@wBO!<7)xyp>`VElu=ka$>NZI#ZBa^q@6AH75MndN$jJF6Eha##$9Tg zMB}hW2kuC(oO@CaQy>Xr{n-1}fcyQ~rR1ihbj{Q4oja-wn*rPE^0>JvB`s0WgD=&9 z^wXnH1+WM}36nXbI%vZyd9VCzG1PerG<0oDqWQZ;a`JZy>dd{JZ+?8%aMBOdz$}f$ zTT^cET$!4<^iUc%7Ym#kh8;lg$y~E5c4+TK+7m83nvS`wQmzrKZ`7^8yTCSHz3saT zyAV9c`<$Mu*Jv2Phqe@3qEwf`lP%E!iE-0E{Gy4>=Kams{{2H_Bc}ibY-We@6*uO; z{QIAtUwRf*wFa2z5^PA6G&C56Rb1slx3Y|+^a%bQl_4tocHS1e&wjjbC^gx31M(ND zsgtrcKGOKRlyC8w$#EY=K00ybYraT(BZJikEXN2D$m0KT@_dHT^Pm=iCv&!)&mAv&t8ZSzOsYY7v&u z?lzZR>6mr_1gFvyyzK&xJ1g4~uZgo8)Ok_%JQ#{TKmX~{(9=VG5POs}{bE)_inEz`$#^Byma3Q!!ZM|dD5+Iv5OfoWTUu_It;dp0a; zt-q2AgxMZve<5bgfp_Bt-Y*l4-c(LvR2kRC-BvL9QL`-vC*V7d9|^K2MCVx|1nzn` z*Xj0%+SmTw@RJ2kXo!pYKo3$uH`wTg$lgWMJ6lD!*{uNgG6_R8ym$Q1HG^puuus*; z>DDD7H*plHi>JTVPl1fY)pHH-)*-$Y(t4loUaH$zXeur*o$*#&qwIc8>wZV!>5iXm zzYVTo({YX_Eri^#Rl&7o5IX-f>Y>+|w-i!$^f=U3)<9XGDmzE~e!_d(Bgn>}m#%?w zy#>P>MuF64n#ypVRnojjQ)7W1C2@5jcE?%S)KFs|h~z=?={~4lEgyskg}P)LtV~%{ z&btrU>=7JbU~v46eC+q_o-qNC98=cv!(Y1iK?#~0o~h<95wmQ@8SZR| z72tIzlfDrr4?J%WwW!Fe}CAF>*zdn`|5|O+a9c9bN-|y zpn-AA{o-KsllTa(AFEC0q<;LfKk^9pE9HN={_o5EuX|~PGVxB32$)0}NW1<9S_Rg` zxIL^3B?Y{h8ARVr>b6u1gY z`(|eAxuIKnRDV=A2EdQ{#}UMh4Pctm98_9#H4*`voZy7ZjAy9}Vu4O&^x%JAzs3yM zBgB143)`&o-(uQ*0-xQ5j+GpIT*^)W(Mks1(_;(}0DddILtgy1o5k<}r5hd<9wd+j zH_1)+auWh%Z6-aOr4J=56F~`=|8i%9aPExA`xp?#u7BGEl>w!%rRT>#Iwa#!3g2>H zHhlkj(Z8*+kBl5(*poSX(Ovk06G0?V5y=&mCLriYW!Mv{FY| z!st5cZ~uBV0$g-dOWgTr%EjCkv8$*N0mkON%}~X*@SDuACEhj zfZNO8f`7l1Cbqu!1OKgGA7qdR_u;!c?6s(V!lv|xA0VnKwO?pIcyJi|x08Mf@j&~XmeNj$)A?Eh1Bc#d58e?J=;P$=V3h6nqS#xLLX^lbzKiLod}5EPpm zlD1Fk>U_)}kF*4UXzJA*K3e@XHy_-_osCPbZUgCHlmrl^Jc-^DT~1`WGEOt{wsoJF zIK6O+mHOW;l{Lz0=oYQPe)($eB<{m>NeMAvGfKc7zKi2)J-pisXwCO}CmUC{etWV1 z!zTEb75L4tNh@HQ6+l#*e*eBSh7T$zr;+mV5CTGeE2BUh{^urm*VdDxe>YM8rwgh72GE#j;_U| zow|ws%YU;e8BSK&kKO+C`7O@rQNvZLN}9N6vZSZmiChiG|LJG^rCAs&ulxLRzWt>q zaDi13uh#mBYBWSHfR1MWPVWU67p$PmrT40J|^0RjV^Z9t9tuLba- zXDkAKZ^h)Nj#<(zHPi93m!e6vLHBO|@qbz~-W~8pBzDpt@%*ylKG90E#tdiLs>>BA zvvFr2CNE3>---$UzCpC#?}He;60vJp>A$=XV)QK-uh;pp)%&=o-3(q^<)aRTlSJY> z((ch~?7#o@FE{m<>;CpXyxk?K2}Fv)m(r&jj7(MjQHE1{PafOr0h`L~+`)K$RdnVu&-1RED6Q?-@*f4zLKw6wepImWMx?DK_@7x=(M{c0_3 zqX6+~Kw}|z)O`U4#he7`6j=VV^Zx%mz@K-HO@-D ziapezcp(m#g&Rb5frOcP;OMB>Zx-nHOZ%u}rh&PxOq58JwEAp6=Iul*v#s$$G+MgOP_p9fMXav&ONUYE7 z8Xp!#!MKrSDe5Tb0&VOw@s;jh56fTIf0YhhM7j!~L6Lf!06$k})j}xTOYzJibNbfD z#D962Fj>qGYUycuV30dp*d2(_m4cCB5nZd|HtNwDPb5$uFl9~ma8MOz`U&DI7S=JZ zMJ9$dXZ1I>EQ+(Jv6wW_#ivD!02K!1igs$t-qzsN?-L5MhZD8~D|F&&?gzP27wlr7 z$u$wKIuOo}i5jR+nYAq}@8$0?38HlfzS!*Aow>SnIm~9b_&5}KiAv?-_1)I2z*=tK zbMw2o_Sx_4j{4Hl3)3C3o9ri+`rL~V|s_ySyb|i6F`IUYU6SOxPfTW+0?d|OPW0bmXUMXV{pl@&673x-}W{))D9?P zn-W*6paw6j+Q_wjv+d+0hQjzM*Ihwj$h`#o>o-^*KS706o2XLB8{2ptvo4^X5icfu&HS^&kA$ouv^XiUAzLkc?(|L7RhIG7o$s(N*T%`AE zN)8F|^ya;meByZ=dB}vCr^3@RL{euN4X=^EMX-ZcxE?!x48179ZZlNOyw_V2@D==R zx^;0I#YMX7(xYGY`EO?*e0YV2hTxE$SKJK`qY_}50F!zGj=qEMO~}IkX|;Wl(0#5> z3$MCS@|Og4F?c4twAZ%)K+ZYOvIFdPr(nt<5Zp;7yG*;*#w#|+zXG|C8Gw}zl)6Eru~x}@kijX7=zR=&E$%Sd@*wkHXY5bg zG%jz5+OMGFHVS{IP-bvGPZ>UQmjwME56&yV1Y&U>6QDz4vapRxgp%e4Yk`8%FUHg7 zamY1&ahN>~`+9+`r={wA{IL5IFPpm9f2;@rDLO=6p~>`e@0QEVvnT?gCqT4274p0o+$XOUZqcVUU~#Aw z??N_q+@n6Tj>EKL4R9HsR04-xi%{_;O;uXGTuVK`n=a$7p8 zKzO!caP`hzKGC-Rq=d+07K5(+OUIw+#n}1=#hvEXerVLwFGEtHbMAe$eP!y{ z%h!=%;`(E+>kBzbyO(JSfFHQsXU?Waj|)hDT?y2(fR?rLr0_J{ctHW0R#4i1_m|a# zVy-h4{df^-3K}5rLm=LMhu(~koL|^2&j!!rJFsIP*lSQ2QOl+3vNa#HlU-D$LRl4P zdd9&$>o{0FJf$eKZYq)u%XeS*6)P zzGE&o_qUh*2effEUE$A!+8tFJ2G!_0$^V3Nn8BfM|6H*^8Z-(Pz{`>dU~F<@pf;FP zY*^gM7)szGbpNYy?H2H>{O-WTmY}9>t6>EG7O|LRpB8D_u0EH>+tvUP-3tyeQ0jZ| zl~JF-3gwu^FM$&)<7yVk*+MzBGgO_9W=9-2Igqxx)NSawroq@yD#>H+(|c*d=XQI* zg4=RI7O+&rxi8o}AN)@SF(`x% zQF3JzCdu?}F14tneUXE(&)!>qdT!l-_;=(yh=y+KwU=B9;`a->)(oXuAHV`JCH>g` zAKT}j(eV>SL(p*Q37MqShZ|k?0($#*G1x%wv$WfuEdzCD8M?Sd$0)qj@{qlJUOi|G zIdPmu%=^GSfxlR}juSkj|0CjTw}WBeYKKz*==5!Z^X!p_V;=m?sj`69;4b$(Pro`z-vo6@8#gb2pB(O|Rta7W`uD3CrWsg$}tnXaOFU0f;qQSnKR#;+#Lg53$9vJkq)4zc^_D} zL0bM!c`0j1O!68*7(&A@%#SK(fa&FE@ifBujwfmVI20MSB#D537fEMijJ@Vp3j^Lu zFOU?U2Vj`>11UBBvyY&dcNGBPpP0g3Zzq@A3fA>qjxNcnnEg||&mm@~gU{=w4fq#7uB-_c{z7uS|LS&X6DO`0W7t~&Z* zOjLVkF<5H{)zeZLo!S2&{HMbAbVc?zIEXPF1_aBlSm33iTV-DzWRE_V-Y6Ho0#mao zb-=$@%!V^9I_;Ttv;|N+V{;#HpZ;29%c@yaRP;Y2Wi{c~FiQY*s*Yp}1SyFHp!@in zZL9HX1Rbno6p}5;W!gu{W`uD_s+^WNYIfU{L)1 znAA&O8%{XF?Dn|M_)CEmAiqCveJLM#Hiq(W!L&T%t7$9`69=oF9xVb_*E6bj;V3ex zESkP!w0Vw-`A6ODGj@TW1`=dL@Uw}Tw8B(w&@UeY5|m95oy$3GH-beLUn4HhX09Y% ze4A>vfPGCvl{8Nn{GDk7QSn}U-MKP6t$Yfm!w})CY`cxtIw;YJ+-_P8_ZTH{PB01T0YM$NF7Q>QAURo3vCjxXfFQ1P z=HjPIHB$_#@<&zE4d$wkeqwz=U8z+Odr&SEfF zoL7(zKZp|rx>4ODz!hyEHlKNkmT0g!1xR)CIYr*Z@M_^&E%V+>o-sj49nV`}%Mo>R zL*6!^baZr0<22uO>-Vy%_FE(z(*qXK7y3^(+>Sbm`%_(}lNNTs0QsG>P9@2kF?r|7 z6&M#pVz`fwP8MnxM1c2R?xFy;I_wUcaO!pV1!^R_ht$c(_Mu+R1lvn z20u)KrtC>2KRtSlz%kA@;j`=l9gygRX1zQE&9JX~6~Tv;bc?K#yCLKDkA+a3IYb@$ zm6{haraC6KhJ=ry4n>?#^~|PvsU+5q?ScDX#DQC#jJw#9 z)~~xXqmab#bsy$Bik@n(ixE3!5(Q)TOtm#t1qN;?;2OR>XY5hvbBC^5Dmq3!EN`p0 zuHlP-=W}reFt#Op%jf3BF<3@F%Q-lGJx~}XN@;C2z9tO#o6bJ;NP{XPBQtPx`oNeg zw|kkr$(%E=zWv(gMrd9B0nKF56F)b8%TE4`J0Z-NP`LDbpz>>JL!Z{ZeubO=j>0m8 zaR*0B0`Yt%`~{U$9w3&uY>OY1M-X#oTa^td?hZ%I5C_`J^I4CVeJIz!$0Z>{7i?X= z7sF!OiaN(NvDf|>XlKe%p!JY`^AL|&q&ZRg?fIs;RB{Z9&I2>g>bTjl^A4#?dn4Wv zKN!~s|84t&?^-MUa?o(ara96RY3O`9Xnl(&5qoB`lC`g#Z{u@ULH(pd0B(y(REKVu z2ja(rdBjGn1#6L22PIXpyN{f)4#W(fJ)2}5h}GFgj~eKRWU#HYWPnLrt!p)O->Vi; z+qFED~YZ18PJ7K3CB$jF(sc;|5zef5ya?ShkYjIp=$v-a0fk7S_XsBU{n+b*>vAhR2^JCixpc6HABDzgoWE~8vJ_@2a~VxqY_c*c~$ zQy%92{0;!qvvi6$etxbuA~pDBuD9^bBW$}xOy|dJtg+tBgF;4DMIb&fg}e{Lrm8XD zwSaTf`TaX$0UM~X5!%@3nd&t1axnp`I4i`9DM}SYlot4C6nsU`E3o`481s&aLzy3b z&u?wo*cD+)ehIJll>$ESG{}Ijp zr_2oz#e^itJ$-Q_z;N?=5|dj4Z8hy}(|>L8Y*Mt-XJNUBqNjv&pXhu{P`n+&5^qM0 z#Mu(MK-ic_2dW2S-|{r@yUH$IgPo(;i9jHa-Sl;a=kCfBGyuiAT|Pp)i~I0$C(CLf zF6&OdzFPE8czpRI++bkhy?zQJ?t85AcGAFSyAW@7RQ0t>13!9#8V1X~Ns5X%N_%{* zBjxc$1|@dQeVQmUSdrW;C!=A)5}LVARB;1{Dwel(S#Rv)fpp7|lxl2vUGW6UGo3AL zpM4}c`x*o3fa{9lh(Fm;3Z6odLHT*CZ#$jQ%7vmd1EX3~??)cE1`mJ|OeZlq=k`lx z8+V~~txdNfzIdlFCN^6qe|}dG?=CCeV87`Sh99{mvf%R#Kd&lcXRG0`yl`nRJHLh^ zxF+@<0ck$&^t&#aD$3|8ja|du*IHh<{c!y4zzi*9GomO$x^elU?hz4tsFVMz@YX&@ zg(`VZ#>B)yimyUWw-qkr!V>ruy`Kt-U-UdyqSLHSY282FsuXuPnxK5_^~)>cje)(! z@dstpC3#WorH6oBzZ8pnLhYV^qlMfofW6of64iB&6;oLY~1`8Z9lfl%D-Qkw1>qnk!Zw6o|cmhJ9Ev^mj3XDxG$Cr8i3!$hKmjIe)9x0Op4 z?O%=x;|nkcm*B^G(NJY%WXN)OW71^Ygj^$r?sr|ksf^={F7LGDVxrV*a7@4VusO>S2(0xbir>WwK5*!+~Q#xHy2_+p`rTyWvt{SJ0Z^=N{uJc z)NQR9j~VFo*O%B1)-=ga_b?r3E$>w8aj@gDB7UgbXHt<@uu(bbZR|70E-hKurZSbx zz8P9Lrq|AzF}GVRLX+(&ij}CS+gDhgw1rl!$2l#pl!x5;3_Il6tl$~c*N zVaq)+yeXzM&D^K&i|NATPIXSQj31p8o--ydZB>E9t-=W90%dPWk1O`fo!KQGl{Zks zDM05B@)1}*oO2(kur(rslB*O<`I|>Y?`=2Y^CJ%TY?@II+!Lfm4;CksVZb>JaxdTt zDkXJj6ibuny4C60Y(2jJiJAxGz`p55d}edOpd80cZ^5{_LStLdkVc{bzPF_oa?quIh1 z7gOz}9ciScU;&sfV;-wR>7h)lD4;y-Du1s-*1-dfma6BO07SyHAAwb*7DQ1L%|rG! z%g%gwOQCnK1w&>L0N;!$sLhi{1eDI#rl}e@gP8cDREYu}M%uT3LR(-QgDvY&;fBfj z=D9hGQpqFwX zNWSDdkwuO2faw_!LWoVqBru5H&N_?N>T{Z241N|BEn|GxpMB;iUzNQvldrh?L_ZBm zxhiK0*$qh(z2o=k{du3vXtO(}Nw)sx z{TWh^_#D$u#}JmLPB4A> zOmE+B1iLm?{@=k(dyWY~%W~OUERyZ%QVYUole0*AuZHsw|t+{vRnGRKZ=X$uw$8^mDVApoNYr{VyP>3_k-&_89gzSjitWO1YHy@iu}^=+Ok)$ zN5|w2DTX9|s(X7uGR!|+&>VR>1wPT~0?z!R3{B?&ejcj{0WzdErSPrPOCx}Rm@?z< zB^0smSaBQaSt6&`s`0K(LXt@D@5SCLtR>NNH7mK+(P=N?0&U`2h95k1a64P~5XE0W zIbwN{Zk?r5hL;;s`e_cEyuH_FC)D0*JF^h=RwQuA+-nqsb>JK>>*;|WY7ISG`} zIa8+UNK+Jovs)-~U7^IB-erNFJ@B~FK^IT|c#T4-o(sfSlM+!?B zyRZK_K^_x``L>DW_33puIf&GJ$YN^3+;N*p*JJmc@<>Aqo3UnO>IABIU91u3pBQRT{kL(0%NhcX)9TOI8+=JzPHo}wrMzPS3BdXz3qRHL)+flnH} z?j$|XLs5AF)u5HF0ZB+BL4qf3BzE=?rA6NLP*uJ?q==n666y`E~&!o+BX*w97lxSwkBH&ufhioVQDvi zNP#XZF}4i`ut|=EYPz}PMKYJm8GO&&?Ub3Sbo0UNgT|_m!*$?W8PP`V=_r>;+&r#p z;mc&0jbyJU-Hrng;p8Qal!ZVqz%7#!Sbi{u(EBDWUfX?Ez`28_=g+XnwuaCRJVs z4>Th(C09X7nwgfY(<#TMucch``G3%>)ipqG4c9a{dGFh_K$!gZDp45LX zUWj&|K>|tfx~V`@V3`d_0)EjYjSbnvzt&DC9r8fro&JP%wuZgGB-YY{m$&dT1??A` zg1wB`d6G&5ICZ1Z-oj)JOs;JjMXIuOWqv7lU*d)u*gT)9cHoxkvz^0N*VmGQks8oJ zHSm+9(*wx@*p?tW*Q86#Gm=kxD}+VIBW0m5l5JcWJ|CF#)3(GzY;XHm{!;*NXDbFV zlgS%UY zE5df@ntKxT*X{xbg|8LpAZHztFcUC$D%4&}`knle1UbO15kKy3T?bI>)}cPx=WHd9 zQfb;)>b}H*E!_r?qmsn4ZF>I(^^AOf5f{bP{>%VU9U?+3i<8!U- z{`d)(0f>%%Bj2E?DIn{p**p}8inZ;_bb~s_8aBD`B;j-^RfbOQETuU&$CKi_xpjJO z^m(AFefP7#xMSd<6^F3UE=pGfPg8JOjC~oPgt?rH(RLZO|Kyeu%@*eiE^%2Xk`Ib0wa7i*% z?ES4?(f+q&yw9VH0%7%xX#`tI9L_}N_&Cb4tF#7=D8m@5T&9I6s4NoDLgCG~T@xKu zdmwddQ?=feR?T=Exxi}RA>{6WTtKQNn< zixer%fctl`jlQG*J=4faKkqn9 zLxY;R#jhhmBg8`Mgy>FeweN#ooMixR!l{h2+ zfGgX)8YJSQ@E#wF+&q?;S#`{-i!+bB#LZCs!c!4Wgl5-(^zWI-j1#4+XRy}e*NxXHQfgGbk~8nP^Q z!Tmb(JX%%pJ=EJ>1LHruw>M}Yz;X6`(cYJmU{xv;El*n%VM^Q2% zH=!F%rU4KrT%S!+e(80cT==KEQPa_B%xI3=q5637G`6QJ6R$2W&Mkda80EDK_2EC= z33*4$0S)C=*s;If7N}fzGQV+H>XV81L^YP2Xc83oGZQ7i3V1*U^Q_ zu!{(J3BeppRq-l zJ-WS5ax7sr&{q?DcYaX_Xj+;?#Lnd4`%TR3z0vR&p9Oq(`h@#qqP|MW7por29M~*B2%9i$wE@ALjBStz4I;?)e$c0kuqEhzx>@(P#9zH_BDcWjDH`-SPtfB$_D#eS-Z-fKXhm6NYRrY#Ahj0hg4M?OO3Fi7#iu6T3@ zlf5bIrdXU7sZpL8jS*u|MSJi4L4zLx3=;LM#(= z&eN>L$im$(+OQ&cda#kW6FE_wr3gvNouKvoL89kYM0_n^aK*T*k{s+5xRR zHU``;!bENjJ*;x?2@Rh7n%;gdYm1O~v$9vW`?k+WR;5*>zHkyUr-n%2IH|tIV`=4( zzFemfyhff2K9#8t1H%b)7YBZs9-|KoDEcj#45hlXnP~f-2n6~tE%}8U>E?bekQE6u zZWN~(-OUVV4-$Wr$Y`b@AmHVgyfy7*gFcgWNbSx(ha`8- zx1cn>gq#!n=)v3WQQZ?=OKi9s{0hEyu{B@bZW~Ikl}PKUn{^dxM{RiCKj5vr!BTZ) zXv8$3%iljH65Cfj=!d?Y=do`sC4whBNV8w+G1>Zh7#7@%xdM7)k4k5nuElRshhoiEpo z_I#9Ul~__u?+mL;Xd}J|2pofDiGU&wtNd5#tk+q~gC3P;nIt+k;^ zLHUI?qWm74XA7^MzB*VZechw<4EKkefIblL$BT{89gqWw$ea-o%YRZT|G34LG-5JB z5>}?*PNn@7lVxvzo%-J-k>Jmldz*Tj*X>6wfQ-l@K(q(Z*E_{pE{i|^FGt{JHLNT-N;4qx%%Qx<>qaOW~~tFR)rmr9q9pXc6*{2 zQ1h`&nXATk(Kwd&G^@E09Nu_HeN4Ts2hLza%}iD*yO%F-ZB=pTKQ5?|r%5?&IYz6) zHs!+f8@mv!rX>xTCaYE2BbA>`)s9(16qTQ%Mn;<8v&~nfv8-(t&{LPwreEDRVsg;s zZyz+|VJ$-fGY%5;kM)VA(OBft^lCjgP3dOG>U}U;v!!7ZUHhKR9B7F()I(jvyP+Uw za|wX{r-|QZk{;G|VV>IDD&$Cgl07C%Cl(zH;0n|SF5u=C^9z0L{&Pp54&`nrGSdU9 ze-k>ORLdvCZ^_@j%;5r{h?YFaH1}e?{raJi9WdV)Q(P}^9YKrb^q5+OBTCMzpM8*|p63o+o|>7-p5{a>o@$cL199p(pq5F=0M^ zsuGhjE~*^WBW$SwSmjUD)TZl?aLMGv>2`^^s|;z^vAfTwh&S=ek3I8QGNbKN8)bVi zIaYexhPO{|jA7Ej^ohqH8!=@+0d~6OBx8d2oJ!J4?=icJ^iDwIJ}4!YEo518wt0K- zOyz2)-)VPx8gijdCei95sM;Q-w;SN+4Uq<-67)>Hn` zIL@i4tUX9_Bm#KXx8RQAZsl97W^n!n5Bbl%L@{J0+@?JtFog-lmF6*^MI zBzfxx_Fo?VlubY`&+grR+WRT(`=9w4HOy_vHxXY22o}2&O+DX0V#sn77!35^N9!&? z;BJ^4*G~YEo)>Uq9ObE2cJ+A#XWI=04IAI*aGf7HEy!stp3aT+(h}(hEbI)PtiebR z?sm0`s;dqczhqE*oP4w2V?d5^f#N=TE4dHa5vZ7B@O9vNZ}dfk+OGm6ekt?|2zMWU z<4j%iRWafc^m8+1N7<2Zx1M=&m^=VWt0Rr?l&E)EURD%Jb;8?XpvgZSJgzJOXE+~1 z<|8z4e!3(7>f-joB#K1xA&0)&NyISfc{nAX{xfig8LsnR41+wV01rt+eq? zg-IoyA*b2{v`I^OsPd{tz7OZo(pSGkL$EMxKfoz|0fSvDt3l#%T zXXX`6U-tcgUPs_GDU4h;*>3~o=5hS<$6dK~PVm!`=igY?_Sl${?2Q1-h5K{p|O91ImH~Qb0RM9GVpX z-*N>15o2mo|N7FlkKgFk0d0y(?N$2~Oz(ri7gYAcqnmXU*?b!yp9n*F1mj?%0Zt``QzE9knRr1FU?-)O zPOq55ru!xCAzNjWbo}8sMFcNGDwMdRR!woS<~V|oWi4MRPf0-P#iInC)7_wF2pC@L z82vG!d7=C1fjQedo?nMH;zIc?8i1%k*4|73*-l&<&fis(6{r|QrtsPnz;j#0o%is2 zCksTRj)(WY^~kgEe=~lFVe&9>tEkYk?vQdRQR8KHZ!6_WY_Z4r$wjvAq3NA`o5EX8 zbfxf)?}z||E(p|*SZ{gf&XXsqIfhfMFJ9!O|^T(_UcE}P_StafI+ z(YRc7-E{5cFoI;*g@AH5ZhhvVd5JcKncpkCb&t%}_PJdA6^v83ezq6);$6Xb?MY_X$9>+kj@+aa%qr zc)#v#QNoNuui#}~)DVaZJNOF5Y(sX}koa~$=r8w1EhB4KcvDOzl)0ai7!BKXp?gvFG922~VhTg&_qS`~Gv3wf@wj6l1 z2ngotJk$LYf<>zjRS|?mkCs?XisN+J{IxX2cd5Td@+^6jYWSr&YDuWYxmwAFxDWd1r~!}wH^IQ_O5p8u1HAERM z{##z4C=i!*u-=hwyaIjmrfPpP=)qOH4uMR|_!HXi8ND_SNQxs9FPBGqE`;o%Qw!kN zLEiw~gx>i@EFhsAe9X5aXq1!d_84A znn2R`SO^bYx@5$%1sWVO@hvtmF=wJV0Ip-DV z)z>YKL7}!y!}XyNyc5wv=QP&I5JYQ_4WHJ03v_TKK8d>NAWk_sQe>3rCh!UP_#Xm3^7E&5AcG%D&Ea|BCTtn2 zr|(gH%4adc!R>lr;i*yoeW@#+u=4{~SmG0O7b{;B3%#M_yB|1oKxH znO8C@!Ef3S@H(Os3>}=8yhSd7z;76~ugq@?W1RWG^u^kyMF6f;^t@4XSi8gwD!kbQ zDN5$GX{3DSE7?c#;gjr38F-fvTL25QiT7!ni+R?*20C&M%IJ6BV8fz%k6~^2r#6up){H?j@h(+gLQJE) z)H>wYsdF4rS8h&_UcG%-ts_w?Dl)yauv|x8hXM##CViNxS+Z3(ca$GHYupR zc(n(F&!rzzC2$UoaDL0=_DuuWVIR2!>ArXG*LOic7@n;4O|cK;OOQfs=-l$XI{9s$ z`zc~&Gq7T;fkl^pOaA>^%MSk7BY-h=`rt^qNGKd<=wn9VU?q@ANL%eM+#*IcWpj^S z;nPx%?HbJY@UDZyY3uWW6CmbD$!c|!)Qop=DP7>G#Ff-`;hv64m&C@-yybRid+EG% zWK8qCAE>`s3K!~lJd9=IML?_XQ%lsY~YpA(WpS5L}vrN1NCqz=#?>PN(p7CoMuF<@*6JH8?UXn~DT&i?q}E z@`Z1*4xl|5T18oxlaih?aW{~i#zqa_Th}x!$s5a!QKD|C;n>DvUoGDyHY>E#gD+mwRE9V0H8%1=`X66YGrZ}VWu)~&m*yp+2Fy;sS zu{Fc&Iv+}G+Er!dh5x%}yfC8$k$oq6km2^%m&QPzrL+2b-qT8g3Ly8;-Ad_6{uqA= zS+&(5fYPJF{9E2*2b|XL2;KrGi(Pb|HuZBK_NINj(Z@+?2G0Tz$ZC1@Axj$N(=d$H z_)a*F+tGHM4N+?XC30o%HN^-)aOiMV19wIt(uh_22IjasluyEx=Cdhx2D`7s4991u zvc0IVndwm=J8u{OJeKyR0}NNu2iJO5l+nmLmoNDt0kz=4iX_tuMI8&#Eqx=PHrd9n z$LjA8T7Uhio_A~3Yi|R=i)2n(O4+_ZC~(*dRUTU*pst1#tPWv_j+Y0Y!FyHj(BjPS z+!k`k)ua3PPoednywWIi+S3s>vB~ea)RU|bc{6{VrQrHMKARXRR7{^dm#j#l07PI3cV6zN|Z^kGgtR4-eD~_{&dmfY%`Dw27Z8YoylmOS!1B-;4=#2eUY!}dsebvKIZ zh1^nej%E#R05E1zTie!K4v_E7Q+JMD9pR-}^QSIVOkZP(!l9pMiz0jf{C7G|%#zv* zNXIz6zH!$gW~n#Tx_QE!0WJ$2fM|$_@P3uOX?KEg0Z?>^Ys?3cI_FNsL+vhl)dUKl2w3zGK{#Cm{LR1(BUHxg z874^sJ=6ZnU)69h#-{6iECuymtZ2xqZkkD@n#o|37Tk=Mj@Q+4LcH~ zHCj`bGBrnTQ5m9)y2USs3y2*DDI@QW_<1%=RNAwmv8S`or1{|OM#W5=fMZb`PIew^ zKm~k+OOVyt#Y^Z10ut9p`!AzfmS4-U_8so+p;lF#?+0W-Y3KCtXv;i-PeM9g)tS10 zP?}h!-Rtc(y>DLF1m;GAI?`Fh<;1*k3MzWGEty~2r?dv3^FN1UUgaFQ9Ib_moS5ag zwg~Qb+NQeA#Xs|UVOA|HQO{|<2{_3^!+U!$on(dTFfW1kmtDQI<`gOEep}zSosG*8 z`gqqjQZBSTsn8?FqQ+7@yOo!_sZhO-j>-V?EYXHR_tKgAd!rMQyM7EQ(WAi6(Wl_(b|E~NWb&Kq;pO3u0aTiT$sdsBs93mSWcKR zYXirp?FSe-(;TQ|bXXKy2&_JL_xnd}4NXmZ-8KcI#T?1AF0-Q&JSte-*H=G-vlDzU zP#kG)K-ztCzXdu$k>+mJi_hX)Zj*T$y7?jBq=t!fC>NSI4eV zSt2sD`snzwE=>0%OM$b=ua2a1+eR$HZ_{UdAJ{Pj46@J4`g)peJM?EY8Z}R3tHQS! zO&ul>00F*8{9X<`A>VJKuy3Fc+wLxSvYgosIGJP{{?{aIpQ!4Q*9V^2j_h?E^$JZT z#%B-BO+p-xe2Y)~n%rX#!FP5^Tb%koNK+?K;a( zvp1zD+3$D%`7dw$km}`^l{y$?rPJO%l#g`?Ld6rP(*aZuPH}3Hhp@n-y#}UggWG6d zZ`SIp-?N*SUBmyVS6lOwan^nhmvR-*)6JwJEgs6(9UxA7X*d9p1xIU zVWxvhnZ4CY4`~ME5HrR5Kh-3+11wtdqoTGSwe@%9lmyp4iEK9e(5~ZoFknjY@7-@^%I@uG#qzHWOkrbN-EGrE^dJik_u`K9o z4FSPk3N#|0Q1;u|;Q>_4_t;0r*bgJxzTN9Qa})r?qi%qTy~TZS4S^a&izIa1TWTY{VJY`r z$B=RMUkl8+iz(mQv_E=kZ$1&}Q3MF~H_`UFO}YwuyFuBD)X62&GL^ddGIa+HQ1(DT2O9c zk7>qJUsW9nyEf_|+IiMzWo{T@=%NE$VNn)gGgxFWKT~0eX3-_Z)XG4^~GlXng9xv-F_<>U`;jD zyL#?RQ+2uahR=50uVa>#fkn;)O*qhp5 zXOdPJS+(6jDwH^7q!Uv*M#v#A#p^~^>!)!11BCR7$NjUnH!t|k!sQ|!L;Yv%aeZ{BDVtI^Pw=+o<~*ff zAxd^_Z>Z7hbA|CQxo2DHcBtHKYOJHURMb&orvdDB699{f!8Uze5uss*MqMwn8lq1krvjhcF}(YpAEjSe z2a9$LJ>ML4^R{hmYY3?kA`zJn?OeH(-%Y0#X&xp=mvjNS@{e!gL>M*$xP42HCZJ@d zT)r)%C)$;!AaiAq&+b*7OY3d4Dm!j-j(QYouB4dNC5D7Dd?d|5xhgh(&|H5H10a-0 zqGTc?*gaMxNKq`t>~4Z)^Lm@4mZ7Ez_{Ps{Fwb%CwGPFW>@)VU4+5C>lm5U5J=|Ml z<}ObwQa2mzy}aDlM~V(ce@gXVROSzsN0?`;pJ1QWFkI?1t)k&%C_J+6XyKMWuSkVi z9-gX9R0h68FfBo=QXlN|hcogiL-qG5OK4M25AW1Ph~WOkb)czsCt3a_Sjf{JQW(^?s~l+ZH{hE-Nktt0B7OnH?Eb>F<6 zyL@oKDPmomXo%+oc*!=+c!zV4Ez>j&C6uQzGnqfvyV#A*&&;zeo0-SV5#IX*=MKfB zfCc3$Hm2JFm3p!av3sZM#hd{zp0IUvwYg@f$0pR@OJXCGF;Bom^3b)3hQ@fc5e0sd z?Ejql_9ZzS_OhMs40kYRvc;enMD(pqoop;laTs_vedhyRZOcsUa88zHl&N3g^u*Zl zpv?>9*l-OpN43AYLvli!k3X)My}v#M6#w(*ZU_Wv({AGK(2ZFXprpPj2diR!coYvyK9R)6Tq&kh9{E?L* zjR-MUK5WM9&PBbJsg!3&cSwhB1XJuFpA=s^S(=@5s(I?IGTkbJxk^?eo3XxI-`e(5 z(|^{|3Gd~7AnHs*T|KUs_t0(iXcfBuNMmX{d9OZ~#5`&Y$*_fE>|?4@#gB4pJ=QNj zo99Zlz{vIDJ;+LhznHm{y1CxF+g@bhE;~~?!FORkEV_131k+ET<9c^@K-9k?D)8_u zHFWwrzxU?0sDN?9C&fgu>5bEma!TX7s2xWxM9-6JZfDe;!gbpcT_222ZlN_*+T^4P zwdXpSMW<2;v)3FMu0wj?yDDwVANf$7`39Oni`2iHxneHr7V`M6Y<`)b3{$22p&}=p z945S35jQQuOp#%B;@RMVzneYPdF^(FrJe2%ti3%M;x8naV(l?lpW^!FHBTIerr zQk}m$i!u~t;xu1;Yz>*)N3E=Rno7E0#5cjyvh^rsBkNSMWRp(Oe7Bnsmz$nj^3E30 z)LGd)fXpXvm;|8o!u{D@!Az#)70IILUV ze0Nmo_~u4Wu6>fYfC9_f862ah50vG)!&n#_u5Af9PbV2Z6M^DRM=(4eYKHTonNV{WfTG77LRhghBZI$`v`4A+iKRRiEDyDfn00IG)_A z&;Z{-xe(m$H5MoaVcYe!drilRSr)KKGPZDwo`6%CTNw@&PN;Y-JX1y`a3EJPBGjpW z4%7>@TltQ;WqpweI9iyK?na{GJsSA3rkZn`Iiqdwz8fehkGgIMC_4(F=sdetuJ`bF z9t%;;l0!Q>_Y-Kuian}L7|s2Bj{ZsRr>f?^sbD_BI&1%09BNxL01HtFQKZQ3ED6Ow z04aaYMt@vxTA46;dH=q?^YDl`{bNO%A%s|}2{;ydqnl2a5ro%0z&mb~zNhdYP@gL* zkSv|4zm@x^(lj=`ej}*<9EQ+*+fLXY7Nq8H1zdal&M18%IXD}{(qylncJm(KT(H7; z@IH0&dB{yQSYAFU8ir~O+`vqUc<)i-LkHzIRHC7vjsAI8+Z~fZvM&_TmB<_N)`Lz& z&R;1`|2F2fd#B^w*svEg9d3XtH&KxPaE!*CY+t5+vDfpWxDw>?Sz!bLBz?KH|*^1qti^IdV+PyErJ@K!rqfZxd!y|^-H}GM7}a5s*tQr0uutB!JI(K zOQ3XYE4RTlejhu0rixLS=v)By@Zheh>q~QIPXdb6I!^O-5F>s*7Y{t*#{J&LXU{yG zb{3cvWrA<~rWJU}q=`}^F`Zvu*nhQNVV(Wjy{9and3)dKm|LWBZKptKJV(NX)C?kB z%J`|HO9FE6({H>WWM<$RH8zHp@5%(<6#nORpg8lxY_8GsbI!2JAJfYuh$1h_>#*F{ zCb&~Ib>2e`I$YChC=$z}1uJ+(^w#W2_exmJ3ar^S2ujKpn180g{S(uOC<-4yZThi+ zrm{Y(l0zA7_`T0#rl0fNog{ewfsevxp<>SdZ-(&o;m!$OIPt#S$8XU+?-!G0$1C(M zDD)Ab+=P<*UWyOg6z2zGL7dz`blq&RT4#wmnC_K8y}sQj$QbBnK4g@N!0n}%5Dg|iZ5s4p)w)Jz2v_Y} zwHGUt9G8fDPq^HH?mR+Y4bBw}rJi7XCG4a1`C4B3`cQ<@z;vMeus3st^X{RKhVcWv zz;m2D0ibtoxG-O}1klT!tX{-h=$q-ik#N*`Nsr^3{a|$?LM#Q6 z{AgC@CGiC5ZjFcma8|_8tcQu`B+$N!QdF3bnN+&B(=>8;1cc7ar8a{YhrE(s#(GBR zs-bqgr}=ewB2rOe(kL(~!@S%4&u`}3?0-&*%SH$vgCWVZfv%UCEOTn@OET6DhIh3L zR)vzU2lISV*pk>qhlZd=Bw}9j5!@x z(|PBuAD2ly%vlaix9LORT_^*=&JAR08u^TKu1;ERwu2`klDDCS(2+&jCR(KvWJocM zgv^A$Gf_JEa1-S1Khq-1bz((vK*2v(DUd35RLy_+N@ubaeU1 z`D2pQ(?NUB%{~Pl<+2`A88T{dlLuCJ%14-Yw(%Mq1AVY@E`~hb%SPhoeEnHM??z>O z^+q^f(;KR8Vyst~PI#VhL7QpRrLxv(T%!0V;@?LG_O4GMa;!AVS!-2mmY}^^nXWxs zL|>&w3DzdzMnpAax5}}_1y+%55g5)~{6bi6c<0deF7R?g*7~K7-jsi!om~S>Dy!qv13Z$}kzBcZlX z>hvW|b15IBR5-QWLfXU{FQHv+eBO%j@m^0e3!cyXQ zZ88j+9Q=4RFy3O)vAzi0I-;s(bs%Nc&dw9SPq%nH;knvyfA$q7ftuO{W>Ao@ehw7jI1?Mncn$(bn=UZz5H^BUVA z$JZZJYBWE`h#$#ccK^7#Ymz5ZaL%gLD}SuvbpGL$vQ*KUc1*8!wyW0o0m*5~TUI5k z%FdrXc~5`clSUaEi=&j#a5G&pU~H@wP?*%)CP6M(OIGqRIA6SwR5}nbzwp-^$y*^P zjNYRC74D7kEC%AKoGYvqW_t{;Bq2EVyC`fb^6MA3TRm$Zy>JvugYA zAqh7m0EPcJhnVuK!x%$oqf!~v5?VypU=@D*{(9L3Fo;8JDA*)yJd{APujc{41^)m& z$M^&Xnc-JH`A^B?7$(q$$lNbi)%E~yOv-Q*AT_JUI30%`cJng$dANG8+WcfczB) z<^MAlY4@-~D1^UD&pDQ^eftobywm;PEc9Qz>t;GCYA4PW7VCe<2Jvvusm0K&Na9`V zy|3}z+KS^e>H?KU>jWVCbk}%5N-B*7v&4Gp#~G06-~y_Fp6d(FH=b94v$6dQoWcI) zpGimRg;byMTmP7_08(On*AF{bKk1BfzQ6dr0RAR@E3;xDD#HMgy4Nc@ezHgQ*=g%X zw$bLb z=YOq}Ty+!zI}KJ3U7ag)oEC=$Qhi1cd#B~T`lluUIc3rn$7%9CU$eP7fA=@L=g(gS zO8%MBp`S%)G@5>Vb#3)Vt~mc4Hvcg~VntZ8ZMqf>9eP)9s)dD^OZ6^^uKLEY|KH`H&FW(7z7i~4BE7J*=ARGaOm~N2yx?%iKZByf^3;o#l;49no-{pfC zG_hlXBM^&y40Htm`Lf8+TfAIfT@U#z$II?cJ@{bq>+P;y&?|vA1u91@X;*%!7&Ye5 z2aR6og&zPSXW{tp?Hx`a)X!&5zLF>XX9^yP09=sz?0?@c?R>VU@I zbLlX0(#Lqn{1R5bz=c;w1xy@2;%29K%O_Xg{PBY{06|di+F&~Y7U2nJ`S|x=FoS>Z z@bA)b!$e@cAfbpgR`v)CXerI6bm*-ZCHlvNSElRNB8T642!{2R>zbO)l^?@92mp{j zb_Jm09E4OV85NUmTE39_U!%E5cmxa>n9QCe!7{F{0cpBTppTimsG-RFYfE0eV8RC5 zGq%}MjsEH|?NTe(dbpFtxFVXG=0GE`I1j5`_IBH)&Hw8v1Rs46hZIq9UVj=`foNt$ zz*ZFeXQKI^F;pJM1RHaFvtpI?irLf0DzTaz3$9G$F*ht1J(@;kU3~h*;XUTneROqy z580rAq))POpg|I#S zW$IT4;Oh1B+whga9Bt?!Ag({do+>huVMQ3er`;by9^AR|7Jr`y2ow7qjc%T8ZTv&W z)fbqj@p|JLtLqpP8G8Hv7(yfaf3EXDv2N-@{dyGE*^BuoC5!Z7ZR`82vsOQpyS2*44|{OP%U08XNE^czW9@9_Iq^2um}-8 zz+Ws6tTkYyr6!VvUb4&(d@#GZ4}M*j#sdpfdc65z^Vhe)#oId2uIbsUpR2~V_^m9; zr(C!0gEKOw?qj-vQn`B5S1_I06`%%8mSM{e1jF{PfA|Cc`+EYs zWW*$_@cq@V?zHFpa9}t_b0>h}>HBLt-!$~Vbt*veZlGt5T@4q0{~EC%f+t|SiEWh< z`MTd0f@PrIGzrjT1b2&q>Hpgb0_woDRMdx;Ps|klFfLsTi57;4nS{JF0);~kgiQx* zn%B#}@AaqQjJ^q1$&`)<;;i`Vap|0wIkKh7~}$R#~G9{;M&dLUAF;jWvBm zf0fA(foq9-Db_yy`YQf-Zz&N-q{K_Tz5(VGaH~>A^?h)kUqgNT_qmd0g9b8p7=r*K zRt$vKh}l#Zu0nmOP)eigW}9CFix0e~w{^E(LM z0Mh_=O#tL6yFtSVg1;6pl`uH)iud}jCgR{)@@XJi@Nb)t48Y?>fbRyg6}S;gK!)OF z^m|pAsPUoM?DRau8Wj711`btolb$5=vJpdUguj%a{!wcoIY9CE{`+f2j@bWNAqWZo zhW;ui>*7W{;s1y;nD9|*FHSxjgDOf!FOWgCNC3n{#5o^}&^dKcQ!8cCMghgTbl|*S zsIHtK1VpoeGDD0=ZJuHhr;&fWu#=U8V2Um{-NjykGcL#UUG&w7EPYc4v=9w1K)bC( z(4b`OJ18cl^1~JwI->p!kOv@ja<2&qsretGqsp}<`zHZEy)B~Gq5tK>l`$*jK79`;|b>>A~w4=$r|@n z@$X&2WRC)1SmDnr08%Fo;OeCRPY^0AqYrXE>P?~6=-N(`FFyuWfep06rOa~GbBbi# z27J5(@JB?Y=__awa7$#$ZBHTpHV}zSt^{uV#$^Do-?r;tQ~^>~ zhCii_-#J|XK3=s1w6gQ|8x|0!>4P`==>O}S|LcMo(*ktPR`0s+u&jJ)$i{@W&D1 zw{X6^7_TasZ(4!RtB>BrK7D?J{i#km+P+|K0x#>BCnzo?0D&jixYavwLRdWp$0nSM z0oX~>DV@hx&w;c;v{(Df2AOvFlp+%*_rTg)
|wc;Z&A)%)LaZ?x&x0xI`!F6R8 zz>bHXVFH2s77)yv{saLO`1j8kXvhr(HkQ5BT@JwQLkR5E1>0b*3T-ivq>Brq5KaIx zlfBogdy^QSMyw)|m1POdy${06l)Sv` zs~euCa25?>$-O&8iuVq&@2ph+^$`N0+nKhsvp*1^;MP*=KM%(@$#tMpQ-0tn@N0{) zKs!jXpo(JJ!7D~GHv$b}z^+|(hvgLXDtIj3L_wibGmx*zZ4byDr&T!Is~!KilWEyd zW!PqdW2@TJD+2_7PG1P{9=Dn%KwYV}8+4*DjD`6bM(+awWbKc}gUx??0uNr-AskRQ zYA3LY{vTg&9aq)&v<(Z=5{D82=?(#rl5V6y1?iCP?iQp&LPAnPkS?dnk^#JOr2-A?=TRqudC0uE}RGF8}TwP&ZIR`DFZA|iP8yZ7(Zcb1ZxI}%RcEYW!der10K=6&heO`PK?OlN?6_V8)t${pE$*E;z>{2dJH(`;`zu@STZW zA=cIrwBycUTCqs0E@!e&e5A)%f80&sio9-}DZZ^y`)>GbW_holE zA6P=g(=1|8VjOD#a|))v4pumD?YLW&excrA8y{Ycs{~Gu3%nlk6q$yv(R+Gx5cnAa zwcnS;F>d~#Y|J!o)FQ>|j(H zRGAdsH}nQ_6cwL}`H4eO0Rqy5@YKh@z9ncu?oDgo8i=X*8dLugaLSayE*KjXH(wHf zj=C`1tr`(gXDCZFaS)afa0 zKq~qX_zllzZ3Kv(e}Wbr-vtC6iumVq2}78Y-$6H^GHuvr&M%O!#MX^4pb3!wJzTA% zOa5p6*1Gz5tR}kIB@F~@awp)Rc5=||`%;iEnjZiz>v)ip|n4QNY+;MeaV(20$HP3q$z!PD#0yz6QplvUu!KR?w)aB;5`6rq7Q9~Xm z$5p`=mpU;(cx&)E%vECMfuiF89hg~fi6@@DxI z=LLnCh9F8+L}?v>>aC3R=Y=dt3%PlP!A#rP0_R_Xr}0O?oGRz>03xD2R4H;b(XGcyWCrVJ`TNS^?DD511}X&p!d?@Jk$h5ym53gU2%fKM=f z*KqGgAHtH~Z%^nhi~s?roCr6`e?zQgBvP4eF;XN2N3f*!Gz_nQORiu6`BzY9A|k3~ z1UFN?{4Nodyh+CY2DW1M1Harr%=6EslQj+@V)7}h22wc3qseh5%OO0H(d(CYI*tJi zRsv{2rKA=`-4)LS<9ERz7S7$JUJMKxONwU7b13e^8dUWVvxL(Cnw{*5)Ame=e|Fyq z3#X+L7@Ctr)nP>RyT+Cv5%yzFLJ32j^6~xW9&jg2vkvk8>js^%sy@u=&qwB2)A=bF z#kbx_w#pJu+(aNIoE9 zRld2uyex@+X6^fEhS8d!Nc4g zWjqse2-2nZM>ifGMlYfGxW2PT+JcT@A0fp#F*<|c*G({f5P0Asm$c2->{u7y+ik(Te+a6*JJKz4{jPSaF&MKkX!TY#F1vM`^NRU(lQt%%vort2aQ<_o zVisuelpqY_8G8%Z$$kf9TS$O)aX87ggRTUrED-KIuujW%7plNPwytN&Ae?J95XI*X z1d)8v(SMpbI&CORH>h|UB+(-rF-tfSSrUG9BB6V{bpW*-7WR|CLsSl&keOrx1EG^% zsL{lTcC8aWNQOASV1>p77i0_&3Aj{A7JO-q#xMo*kKin3_aqw+nibVK?!EPt^yf-6 z{-VqF1CZo*mWsFHr%3BNq-!p*`ptux)aH!%iZ4J&F^p6@}T96!`VR1_4P;!>2OuoA+ig9>I<)Wb<#a~n8PHyE3+3ae zCOV){s_U36yhk%#dZ0Wl&JrgT#(m@rX$OZdR{`nEheLv>x2x|OYBgR_Q2}n$S=Pdvjx|w1mO}e;^Yy7XKu9W z(*GxA^;y>YbG+!B_{0mcwIBW25kR0NH=bUId>;)Cg8&wtzHJpE*#*MJjKs=YXRSzR+-0$M?b0)$e1b zlmCtAGmMAxuT<=<5o$2mN5ulDrPhJB(wpC>7o@ZLEm|Ob0&t(G6U*fX#>crsX_Fqs z1S1jk&0m~uZU!su8Qf{(#+kUCeq&%8lqv<5l4I?9!`$ow!6MeWFXF8H%4VpW=-wL8 z&lBsx_mFq?K=Etq0T_rO=l^JiY3zYT6ffwgJE6_xd43GCl2hVH5_c23p#!4Co3g5g zpe6Rwo`3~G^o4%wkSL2|ES)Ql!x<><*JK^%M;AD=Zpm+zLzTl1vOfplpSZ=F1D`u7 zMhxWu86Vx+UI*8gVeU-wJ0F6&K#SY@)%steXj5=NC+%13 z-^$#&^GS_mX|sE7o=$4tGgaghaPwW%1NWH;jI40aKVzKrD zi}F8SN4P}OP?5HLqe!ZInqJt!wWs|wAZd=+SFSlVLGW*j^2?P5UNKzUd(`CM{Ils#gi|c zl!v0j;T=*@=FFRVmRf+wyaSB08+#*B#`Q=99z1|*AMN>=lCo;slm#$@Zgv1BkT_So ztB-&UH!10Fd<3>72%U_UA2<>+pifK>(+Jb3c@1=cg?%fX4Y{j_7+j8tQXTY2>k-8c z^9u)~2|VW`a?9|h46nk{;s5{M9)V$dE5JASa{9j)_F^{nL+z z?Y3@c_=8Kst^3^maWR(oDwN;x)vQ+{>LWm9Cscm3uYfrv6rEA~E%O)okXMm`r3t8g znI!AZAbsg?+%72&XD|hEwglGYqHu)!_+$cd66K|YA8F@t>*d--Nk={f??I6dSG5CB z%4N^R|Fy;n(SJN()iOeV%OF?uFgEGlZD!=Rekg z&1vzR24K)=!owDOrRp$azPsMj+Np;cv>d%pB@lv+KIOxsLLRY>ogmXBLEN;WzEyif z@a_bve~?D_rtc~dm1Z?nUt&Cl>b{k_pkmm`nX_b)oowjbz%!RDOX-I9c02+>F4Los z4BKY~iW)df!D#-Ia%Ds!orgkH7Mk&{w~W%5XBk4Ia}!nEi`D3 z47;huo)HxPOFo9qgVcn?pdke7x7}|z{`SKE4w5HP}yCbhj%b^}Q zBXzLD`%%yVW>i?SlAE8J@W4o!*6}k%qE1S*?xF;&p*Gg4LYGXv=xL83>QgW|nmvOO zmE#BmWa;aDCB>~OZ5JJfy~+p9cEN6-xcHcY!+U%YmB0c+?7=YkJI^x3(&Oh5PLA=1%Jmmg<3 zE7JeTjtUyWf(RuA*M?cOw3T}H(zumUCi_~AijO<;S7tjM9&X83g>VXLq&r$K)$lP5S zE+QFE#!);3)wvHgF6ptb-{alaXW{|lDbXTxlNYdF*8;JooULXSmaB2(%IG|t^0KN2 zQ<`b%k`k06v*U zd)V?#r13kw;!($ku}u+8_@^DO_4Loo^zCw*D$K=;=@hWPAIH)1%5Q(_Qt4=Bgby@A-0facc)O`Acv ztBoWj-vSOutD(Lzs1LE1`ER-c7a8L5>d}PUE8k)SOs72M0($Bp;=i|lBI2KFP<~`fHjH?t#&`5Zf%^Oc8Ci7EJ-HLY`#WsEPN4w?N2h3fVky98xtpPJBNU z-P)#Gf9Cc26NE!K&e?6@^|Nr?$eeahoV}5zyM&@o4({PZG_L`N<}f-_?Xaz211^<) z4O~m)M7tVwL$N-xH&)$pd6RzZ1mNxjAM}`B$k(#+MvZCpp(InxX()cROR~g(7KVub zaEkm9L>#uod3S3Yj12lzN)hELd!M{}iIu$dbhAX^EP3_JyuIbo6w*@2=z(+ZE>Ay6 z)pQ3m1C4)j0DuvCxRn?wp{MA7UmZjsw1}{x3yX81ITLg35l)G}sxe|7LbJRQL@c7V zTiF!%c60Mw|BZ0zKzlD`Ik7hc)9Bat^%zn_3pm-DRLnEv#um!>q3PC z-3V0BM)T^E=HO?T+^pqtjhYh(-!j&%UtVN9 zS54-&c{lyBcY27b;}37`TY^7PT}%L&jLR}^;VsnI_I_DDjDfJ;`ui?p^^=fLQ+d<}QW!< zeH_r?wkzfARJs6jS+|PPZSfZqdl!MHeF@5xj8pBLpkpi_fdAPg8kC_Lh#ztNovm}I~A&k-jR(toS*DxOd_2nd-IQ}etE6neGXv%`7V>uQiDan zOB0cGiz2EW{kF4SH~VlXnoim}dCtAq?XzQX{nf`DDI@{}yban_MSAVwVZq%zX#gVb zbF3~n!konvrFhQlcf85FL!q4#AWXRF2W8bg>T7jrfcT7idF}EEv2Y|H#enXs#8Moo zOxC{{RA^c}0n&KiCw|;P6a?G@Ea$iTxxV~Vw;drjFzwvQD${M^hR>BOuIpeF2_1l) z-Pgq>-za~c-TYek;U8o^h5-idePE;qbQ-fvt>bzZV7<`8EW%`pxO2Z*{*7H77(izT z9L11tFVk(vO`%ovecR>?x&s?PGkgWDRBfx=a%z_`DTcUcZx@ zTm13_3>wCDBlr-%`^W; z+Hb&ywi=06*ga>Ic%7=4)6;Y@qt7Zlqp=kk9QPGzyCJ zl#HqXUWp}@y(L=RW|ZfO+KnN1qG(G;TPKjvnX9H@6E}e1vVj6h$fIy&-JaL$bVy|$$_P8Q zHqI{)8swR-j#pacdyp!70UK2sdS{Kzuq z>UpeFUe*!H#O|brWz7#btfvLbfEz#FpQGL$PL#oT=MFUWV&HC=;irb_LynzO%d3AT zCRXoX`k%5I*&B%Pink`ppQL)8yjKMiIG=|ntD!x54gH!AE2($cHs~)XVHXOG;#iTx zf2yhU2a>)r`cL5kQ^dzj^&_2Piju=RJwSG;eL4icEkBQn)c2A)7U zPY~*f&&su46sUa&M()<+U!!?ZT?VzR=;)*&{z9Q-4+_}YTl8&wMqjGMjSK3ID*sF`aj_@X&4vvZfp1=(dMl> zEx7XD^o-dqMtwc11)M3p!@-3}yWy(HvTT!mU|Eaxz@Z z0=;*)GN=Pu+Ts;=K82uY&F@c&smMicW`uM%sAAo(I}r8Qi=K_V>jbuK>xeAi?(=v_ zND~b}!aBMTG4*{B(DLJ1L-Qv9LW|No#j?bULIl-UCTcglDVqre2@p`CI^zV?1sKHw;}ngo)xn;^`E~op;jD3)O&X z#y7yG7OOQuS`L=`X>OO?nc+Ncj%V$cxD$(4!e~)a6M7(&X>fQ~0UhoeaLQ6}r^!77 zlpfpLY|#0Vd>ey7ysHCw!K3F5Gwg#wB3d38e?O%F+RjE*P(k%V&;7i9Gqu^eXtxB^ zoY7-78u4s`*+-JRT@P$PI7>y$uqfv@@-c40`$i!bqPmvebZzf@UT1@;lx`3$kyn#FF@&C6-AXTt4r(~e#LI7hZ6j$38(;@w~} z$p?$cnn5@hkHN~DsYPVng@uI?@Vx9e1*=bsj&>wvNp?BCb~#Hy?O+6-zP5eCfYZGtLYd81;s_SsnXiiaq`sm<*5)So8W0;!*L?X zaWn!935RIzOk-n5fuy8lDJUV1klEC|dYLos`cr}B%7a}n!aGG(xuE%6QdXn_OdrRP(NVqmDq?K!p({Eg%UV)w>_Ii+ zrpeaf=H7>&uR16>+ic(3L*D(H?TV`=D2;TP03)*RJt;XA>Oajq1*Mx91v_UZ9{n&dYPiQ`W7)EE zWhtk$Uc*wmKC;?#sRyp8?)jS)2(NtmV5iKu&japPUp_p%JiYK-F?-rFQDf0R+;J|O zTBK_}=?Jg*2$PB%_XSJrYyWuCH$p*{5A#n6k68lMn`G_;Lpa z2NUmEUwWM2L%8CF1tj)%{lZ|e$sj(M0wfJRt)hE=yO}?w;c9OiaWF?Jtx}=WiY~GS zi6rX=2nnxb#ShF95b=HJ{iF8dv{S>Wrs@Y%rK5XDZZdy`LePg4=||S6w(|^pANJ~4 za7f5P;?&u@uI7cM(LciDtpw}(;bS98i5kAz&9|w8Y^;N$qsNh^UkLa;;{`M2)J44N z=U%7nqn*i>#=x|9&>KRdO4-qqEaZ$6+EMIa~Q)aMMUFNd0CmLDztZ>EIfo zQorZOG6KI`9)tErXGJ!h0+`-j6gvd|!)VLAU0`D}OG*^Exw&Pu+2L{rBll5)QgOx4 zGnZG+Pip$~K7zhH+=7DwrLI9W*}a1$3)6zv9{X;^2im8(WM=^$VL2H^SY-&R4rziq zr}+(shli(#oIkj?a1&6HKKWYa1sv2C7WQboe0-YMJJ^JY!4rlk%ehtm{kzsKXylk8 zupL6_GA&SgGkC76^+1hIV>qs8dA9&v#?0YB;9^c7wxWXL0ij338At?s=2(OjX`iT{ z9;bCI`a~R;kEfPf^bH4CHn_`bQ(&N|pI#I;IE<%nl4-k*SY+{Q@$Gq}7nx{EoP6(Z zg4Da9qoD;AIVYeaIS&knw9K#+-2ye%(y2uP1m!~()7k7ElP865R@{;-DTocn({=|B zLyDFUv;`1HXj#6)qS{7OaxF>x-BFeW_`Mx-fz#36c@X=35_Zbpf2^sd*Yp;+D4inPX=B19SAi}d zd}oj}t%w^p=t{;&-Qhqt%<`tWq$IM)geThfU%C$ZL-8xHAOW%$P&Fv*i-Bq*zyAzA zF7=N#1mAeeoQAvVwV$Vb%#-^%*=c=j;gZt|dS$Viw~%F?*h9WQ8W89@UO#UwQz@q- zk2r%`kJE~~{O%(f{A*+>Jps^5(!ikY9}84BeJ4PREvk=J$*tdN_v%rceE^yegi!5a z0iqb{&+Dh0UQd20*I#NBNem{glj`!U_mZ)$uI^%^K($QV*4FmyauE&s6w0?m)%b+u zBCbC_jx(1JnCv1gEgf<;i`T#+&*id{Ils8r5!Z0G5RiC-MC@vBvFX#uHkz7*`U9Gq zg>_%K2|q(LlKZ>s5OP>f%Lx{;jlMp`{tQ4+^#)QoX^9a@TuONT6~MysvMOl^F-BkAp60 znRs;x$1=sMRWrT?r##0*M;BRDRrPg)#qF9n0tIuc{KJO?h?AaPM#2*1{IgicppOJzU|1L~ znq6-qXD_cR;N;TXsHv%uNWGIPbhRpT)C!uK_k4sbmFI{#U3&umE;*?v{70>#yIj_S zOxpG4t~t0>K$YB6i%bmr`<<(|qDA@P+2z~QIcCmrJT_cU4XTEa+bqlEanc$ov2|X# zMHMJ8q5nM*f=9?Ww{O2;ak8~7U3OPedJTk2MO<9G*-Cdr5Bk1OL9-RmsCr5W_tP;zoUOYuBe z{wrZ~^bnP>+RRMR^o)#lhl?cqzpr)!URZMaTb6XXkfk=Dt$z)=GTVR2%5VPxDmGED z@87@Q0p$eJ5)uJGOfCxstFEj_X!eat?z#8fE?43L-9NBL(@)?WHzw!+8|Ie4ET~ep zy*P8ZY`A(2@OvWDpbQx6&b%S}##a^QHTb^|)7Xl{#>N&8adLC3U2X(p1Vr;}va_@0 zWdgXK{YR`KNFlhmR4y(qh9v%E8xr1gB0$M?!rhs#2#vx{|MeWuy>7(Ae)Q_{zld+`r$)s39iy64~w) z);HQJs9F?yQL{WLm~|m388otfu%(W45PyA#ZzJ91byf%`5!gtLQl9-@ZW4Vt_3`I9 z_>Tb5ZY_h~_Nu|Sl=`bY1buAqR2n?%)+Va^1*U+GOJJ$IME|LUeUP!g!f^NqZGgTI zITdZLD@p!+Q<=<00EQXm+MJ$%2@eQQ!p0A+t~AIssrdEr$Q+wik7V*2lX;wE0&6QP zhwb%2FC}&BdTsMa>p{3(_O+e)^Kpivk<{rZpWz_p@51SzAX8FN1^HKlJd8zbO<7t0 z(*;XY(>KB>8c(77_LgdT-&No-^iWWibASF0{`C9J6?E>xot&J=1gf`8jD7p|O}{sV z??Ug++*kOX7k|I>_xmyg;Pq*`bLU@NyNL{k547T*#R*7^YB{J3iD#)CUr#X)=~#eD z7vwhV!otF1MMd2c)5>wxFdoJs0v@PF{B>KM4~?MoZ2`b?yYh}8xea`B(?193A8iRe zZ8Pw9<~^Mm_@k~r-W*f0&7AmXwOzJXJ+S5XbuBN6ehJPTwe{|z?B&PXOd7NRN;tes zEP|e%(MP7pc6mG7;kB;ZdhLpOkbLdzOioHl7|%L+<)>{@$bi zX-XT_d_bRICt$XrqNe^NQ z-&upT?<4uSb4Z2WTHO3BpEVyp#+tylUHK#GK-`eXd;rRoU^-FHwEn&Bl%k!+{cxA_ zuTK8Ex@nCWw^%-(|1fm_d5V861htF~m_lC)24G#D?dz`qbM)IM!YS4QW^r(E(6HIY z#wH!N`fuC;?h3@LrnWXKJzd!S8Jv2_^Ox^G@!`fMcRu=`Z!1D-%WK%|@_X@ruEP*g zW>!{0?z4OM?mgDlW&BL@D;&d!cLaBgpR`$YdVaJaP0%yBg}+`f_V@wESS zlAg$tK76RU7x33};tdv*l@0shf{JDv7aJ?}_;C~t4i0Yz<&nyt)4{R~?>reL*$`aq zeNDuom97Njc^gWZv#V+|khU*?DwAe)*0vh@#4^8js26a*2%j`1T(bn%cbhZ`ZqGCw znu|oXF>5H&s3w2?`t_`1ZHvkMk-yFX#2)J3%5~xYb14@rK0bb_-IAQwelRE+O<(~I zhMTqF=l9UxihmC4;og=j zJh{M${6)y0M}qztiPHxV8*8Yksfl8QoAS6H70)j$d;xG+i-qEdHuQzbsDO*8E;0cR z4^K8I;P^}O{#^m^wYTIfTwJukDntXh3TdCaKiSdK6AL2x;FNY9Xo&dh3g=>gZ(%sj z)cszVtEXUqDd?D-m|%QXsDT;RX^?BXw74h*j)KZPL>_5y>`9-(xw^XY+b%z|lov7R zE+)Bt^ZWX5g(%#nJX`oLBB6TS1ita{WAX5K+2p%)=6sqna zo?a~i&d-q9-@j^~9?|@NF99%S0kE#bvp^bS8zG0FOlO{O>d2p^_53Zi)gRIGk;m2% z+mP>{nfkpiS3hnD%j2}crc{kV%u5RtGZqoiJzx$Oo#OAI)Iy&?rx^}_Gn7~Mf>qaJ zCiI#w`_GMnVF8On9GJRN(S5nqZ`}3*IxyR69&!B ztxk)MkrAiBy-EB^=|@n5@MvgAc{ejZpRq4^;{WsIy#vSBW1*TY6~xUVQ86+4uoDFH z2b%0L%GZ7b1L~i&Jls~i_BR|PLZ68V4Hr;XLq$eLW`5EYesvD1d`|Oh%;NtWDgKe@ zCz@&5+3inf_^qeCQ`6JZ8vUvO=hRw5#C6w+SPMv8K;t(EG$L?8-Zul%3zN&UkdP4BK)2(ag^N??zlug-x(@_9 zo@~tgZ~pHsd?XpcLWYN?L;HfQq&}s* z?rG!kn=Q#LVE$S9pdRWwEGJdfga!tNXN57@DXvlgzC1hJzGnV`OJL1>)YpB4di{|7 zdM)br!1iuLMPW(G%co{aceGuP%bSF)^lA6S_lekK|#R| z=yvJ=(F+wn|93bi3l4Q!dkc+|uV25Cf=+^PM%7Y3AGC*^FMoYGoa->dR( z_V|HqY4n8yJv`?0Ho&C65m;5iKG>KvqqkX|rnu%&`!F*BF~#GY$GLvCe(BM8IEhzt zh`+f2Uf$`(S1}+lsurzRnJO$Yd9!9&=;kN1zyheV1D&YaF5>w1x%$ zF3=kwmP%Ei8iDx)KTEbqBb#hvvero+6P}6sk2bqQ0+zYGJ;CmJ(ERJvkha3Z=Gnx> z#5|Ick_tSGpZseeW~kD97ui}hH8qK}h>Wc0Si)gzNJ<@6l@sU(s~iN@KouQs!Bz)# zI@w0*#a?zg?pSt*nfGckFlBr`2M3PWvqKD2M`IvM0L})eCaSMJx(19ilEZ9Zs>6Nx z@;}ZOq#o84f3uO4GtVYqvqr!7_fbWXg*xABBlo=mdF0lx=r}rgR;^J(`j?|xTj7EN zi#<=qW&pGXEPm9hS2`}24ljr!+BN8?ftQq?p8kRrqoDM?G5|^9Jw+jlGweQ3i=Iv6 zki@t+*AYKy;$~%)0)E?zVpJ8pcnK@{A{Ra}F)?*+j3Q?Pm5C#aM=%y(RMQhf1rq=+ zLD7Cx8?WMv59G(79x$`II)NHy6Ztzx419W)_U_#$^AO-=E~SDP31|j&uj@gK3UecA z<^H=Q@;@8&TR^;Fb%A!ZM4LBG1f&}vb~0pmHTlP*&4e$S?5t{EzVTVWP?qxYY5>sRjm^uBG_+}?to`14u>Ei8toK)xfPyF< zX#!j|GFR*?Z%0iIg8!&Z8Ca;#)+9Ag{y)TJs|^lTUg332Oxmp0EM6jMs_ftJL#8tP#WKc~~TC&6)9{~|DYjy`WC?YhrJvK%vX>yFde{AOa z1wUPby($U{N~W`Nr08e?#=x`5+^BKR!p@xq27U1h`x4c=Im3{{m$%|FEA!Nc3I`n` z4M%Ifo{Sf01q?VNoRMuHVXWAV=M&-Rs0R45ye%{8?En)%Wg4eKQ1;X`JbR{bjvspkaL4y6X?=X|8Y>q(6RD3i3D zT=;_SGtL)nOUy}eK0Yv`9}UVVTWM5Q29}8;^ER09vEmXeGdmev?ooVW=^krBi*+1p z4oYsX=|?#~c{9ASexIT{>UJLm(ZTWT?Nx2&+m3v+(FDZAv8iYCG~b4X4C!qm$Orhc zt0mRmbwg;HfBH0^M5aN%B?W>^xc7*%Bvire zbYUt>wDEeoBhnWwAzOTfl(e>CvS_y3vo5L)mKpC^i9!=5s-J|JeylWDJ!tpEnjPYA z*zF;+spU-{WT)_j6c0fTd$muTQ~?IbNULS+GNKtbbFi+CWRn^V2tt&jqN4Vgq!SUx zSIwRkNjb?^nva%?&6W^VlsdRcER@&ED)^4cD2q&F;okg)XH{v-LB?}$^6*=6TDRc? zk3DWzgSw@URZ(SG{Y0gc=xXgiiGd;<8W1hNGwcNnSs1tN_Q-R_+5;w@D{NL04KSRl1{u-nMisF2*)nTE>_TSkl zv$}FGwtm3M#Yvwi!Z-tK3ep4mI8Avyg-q4f$E6b=ZA1t_nAZ@n?Nm_yUV!4L&s$mF zzFd?%$-;Ba5y#Wqu@*oEaEzL>pY)QrW&LW&A@(6+>>s({koENRx;F;~o+jKkyDc2m zR_ea|_)Bm1YhxJ-05S1G4bXEN;J0GaeSLY@0>}qt!Ir_dk+o`?_P#Q|#b9GLkb|K_ z!JKBhvo>lcv%jRnxLX(Nmeb=d6dPCg3XBh9Ons^BRrtOzvUK&C!D_{{UsV86i|yi` ziMg-F4yfiNZ?&*6RvCVYa0uvl{PNXnP?z!>35Lpbth}%VhxOjHsVBiu-Iser#;Sg3cFdkTLkN3fv6+ zAinNzkV+;AFYQ!~YFpKBkNW|@qx10-Apzk$F9<#vnIfy5nZ;Bz^u}H`5w1LSSdBHG zJgL&3da)(k61gyttm86xHK2F~nExcK0NZMMLQS>B=T-3kW zSan1R#QnVRxw*MAfv3_e`WY$yQ$9mZ=I!n`R8O`L!&gbhJ#p_hqO6q)1tMwFO zY=_3v%FY&;N@g>=srH)iA=8t{CoNM4@hT-WtF9|CfKp=a-fbrTgr~9=_h7#+WtH1k<8%uJ z5^mZsBq|>auY9wxuqXw=k+g41y(c;<`sb|9I7)g}Ddl`sU6(-hrT*bz1_Id5Ht)#U z&(;olmQue-8Q$go^ zP{Mt8+Ul<_;Uj-r=hbPn#Sz}$zx~nK)YU%&&Zsm$Z|a9+c+hNoV#zAhYE0#K@4c!E45{d0_N~?P*(B%PxCpPQpD-;Ze)>V$`=gP9*QJ zUy|yhHfug=4u`M9JRxYB632|c+sE=S*URk3INys#PS^?L_-FdA{+UH;bgI&^DAbHZ z@y`V40}naaKG!0dh2G_(7x3B^3zEr-tL6)cld>N=U2&mF;OTTzrNPF8OQ{Z7eZ#U_+w40s%YuVC%XL?}cxCUy_aBy} zICD3qTD_aY!yQ$tZN(IXC*;ftdr}1=w#+jbwd*yWD^^dfEH>&yfw3!}CtOtUMhcB} zCRUUk@*abbgJHaK{gu19uP^4TGL46(#rJYmtP-@!QU}sjkM2pTJGpw)X6**Jx4+{@ z4K%%13<7W>0GuC;!%Z@^a=pQvWr~Im(sHj?JFPFZt%EmHYiViO0YgG18TeB@$TntA zxJTJWD3G5-P^fezF~QSr(ZSZp4nZn6R*%MjegrU7nH7^Ia z*G`FYckwu3HI{Q6mqfEH3z`c?6}l}FbjXEcF>{!b`~)5K?PHLg#mLeMgoCxgSDWZ*@;_+G3y-3RZ=@^u!qI^nA@SWfYWms&{8TaopUk zvIE9$Xz=r5w>s35Ti|kC%W(#z4BJQIWkh|a`Q||Ow%bxWO}Sp{c&HE+57mFKx9jw) zYS_y%D(0*3Je_aC#VpjSCa>eG17(`jLG6u%4C+P0bepx~keQ(m;dzWY9x>nVzJd!F z?-=!4D=*Y;2p7Ub6j)2mP#^jNuNtF|J&uEFV+I@;o60$Q0>|1(jhT#`877ell6qlh zfN3M8d!v(&2f*Y3J<{y0VDV*SxDQf!QTzw;1ZaCcw6t=yxB7Z=<(Fiz2!ZqC$lcCl z#Sf_O{d{iADadoFUulv%%rIyyd;9y6x9D~2w-*z4Cgi>7>vCd}6JAq^<Tt%{6Tq|iHQOJ_% zE1oThJX6jjZmRGa?u5hrB5AE<+wE!oO2j5}zkI%j^geHF@9uEFp7zgHWAwXH|Nt>HnJPU z>MFE!NFP5f%|AN(o~_SKZ)5hOwrK6m9y^B=kLSga+f?+W|FS?3qdxAH81aPTImQ#8CGQqChRMIJ?orfWHjs1(@XZ1wTo^BtFuBt|pr zd>B)cdmfpaw;0sT%tDaS;}|t4AC5kpZ9e@9!h7o~%*|?sXGNbunWpT%kw=mGXwscm zwkutd_&-Qq)yb2`ziiCU+V!qhF5-7x3*<*Zo7{Q3RUWGxFHU7kEhoAAd>$xs?~iEM4)t$f*hoY;>wB($jX}1V`lLh#?egAr z$+?+Gepj=!&Es*bp-lIa{*%eMFwXBRuR*qTz3J56Rj`_#20YYZCv6(#OVu3H20br-N&n<@ZM)MPniraj? z(4@hX`uGSvb*#ImMzn{Mt4z{H)kaY=+1t|_SAB#UC@CNJBNR2LvordsA6CYe70yg- zVL1A7y|vc2IL64Xbn+lk6?FmTaw$hjPjYf|q!&(PF?_Vk_z76=Uzf3~(}9|B`NOB3-h|sL)Q1Z+)_>z%huvM`zJwC6FHbn7CEfrVJuFUb%rLMW&+Ji zkyxB|{*=8*RPT`-j6BadTVIl@Vl+?PL__-)z%tiX%KFf|*u}=CWNoBINtyg}{f){p zi2c%1rd7d~Q<^t|FQ{5!!gVHEHv8VsNojM4kZF*qqy|fJ1aD==RlTegJ(9i_l?tI@ z-*?cq4kq!c(KA*lOgHr)|L*JSdy`u9Y+J(P!fo$-Vrq(}a^vZjiF6kvd(QaOUV*j< zfhU!?YKkB8YM;b1F})^S;N-tZW46T@D$%M=BlZ;{FJVgR!K`*%U%^Y5y_q^5g0hK* zRBdQrNOm+vUSLsx;XbickKNffJWlh$$xNTRA_x?Uu?wWSxx&Z~z;JHt!I|_1;Tp}W z0N*`80%bLTs$gpDt7oIR$ciB-1UlP^Yq)#MhJuA;t|~xk0x#P>P`yY+K}pG=Uf{=p zjK~C!D-V3zm#cI)oRXkG*$1pcKv8kF+qZcluWM~YcR)CD4eS*b0cnG;Dj3&Gq5dQu z=4jJ&Gp^vu2nv29D44Bt7v9v=Y=KSq78Jw??vOIEG>PQW5O&}AmK7Br$9z9W6ffYF zt-D-d>w-STTIef|+)`5o!mQG)h0i=#VOs~Ne($0ow0kw0vqEWOA;p>4xWy6@;#m!O zPu7q&&>S4onk&?ka`M;LHt}fahiVWIv+$H8iE?hFux39}E7Xk6$)pUDdi3g17frL_ z|6}VdgX&tlZCxz56C}YcxCVC#!7aGEdvMp_PH=aEI}>*Z?mqG07J^KiGqTqC_WAa$ z`-h?ms;FX&`M$mP_O#Zyx0n0`Hb|`S33G(`c&LEuv1|EvVRF~aa0D{As#J00_r%wc zO_20g^_m34Yn6)Vc3p*c15X@M6@fNr--iqPJWfw}6TvHV%pntY9$oOw-pqQ5%mNDi z$4-c`!=@IpFC`O+y96mPa7$sUYsK#tf($(Na6Qj%maur35(g3M9acfgDSb@nzD9)s z$iNs02(9>#RaVpaHX?)hx@@k0i#Pfcub*g*MpQ_<_E^C0NBOx4h2hxH))3%8TT}^83QAO}$6thZJJ;upa|w zC{A%Z?fqGy?e)0Hpi)}tvQE<#Qe-*nz`sC|4A_jI^2nxwRmqv9x=$tK;_koYvV2Oz z=b7qhEw0=!&k@-F1yPLXwmupDAqq0>_B!L_b-%5& z43`O>8!2lR^f!v2n#f^d164r=$;XL;H??Q9``5IkIbmK~FS8~y_-Es+nB3SKCRQ#y^{~ivu0=DXYZzve%SxQ{azBZN+G65;dMugy zTM~=+CA*@mGci+~+0D+tR-(f>R%R%*S~LpAjHJPoCCfu zVBV35iBy2Kq8PV3bF1vpDyvwrDlgsdwM4e6Ed3rLJveN{~}r1C&8Wne_GH_nD_L5?@Itd`o;V8 z&p$6Bt3He?qRi_Sf^a;5CQ7rH%TMWc5hXV}Q$q*#d z*w`2xZ^pi@OC&@i8fnyhoZwpX8=Xh2JCej!17EzU7+gt=psg}X{sP=~tVXx%n@CvE z3j(x+U11inPzBWjS8ykTUM!YVTx>YPLideisY$sDdlCmGCMD zV@Yx^F`~!^vg>jPKUOGlpN{~E>P~D_s>d};og-HYaqZ z<&oGUJTlgt@X-xe#51@2pfkIWk=GOV?kEw6zqeuQvK@` zNepV&t;^%Ha@4(j0W075L517&-uq-!@7!M_WuI0mYrc{uB0^`+ikb@Fk0=(wYP3yP zm>wQDV$nM}n1=I5u#9lW``^qDs^OQCn4pf>V;WNWNR6}ee3p4Ow+TdNn*~z zSo}~sc+N^TMQSmz*jRFl9NXy3Qne*kREZz?%8`O`eRGM0?#Qa70P^es%T&c4N#=n} zA24iYnijd{l>Y7|%qp#;rc?u*W}yAK4e5uMp8Y$CEw57qBZupJ3}0J8e}zQzNinkv zIk@pLVB`Ixv7(%ql%V7eChEfGd-XVZ1uXp8toN#N3ew3%K<5OSXFZ}#(Fitu_!y4a zs*WDF=*U+NcTlO%goWsVS}--zfHLuv?dy9um!?Bc|76~y%HVZS$nJ>)v#uxv@H3iq zVlOq_&pH5+@trE|lcuiVQrsXRAczB^p^f^|JaFOE8K+X;a*RlXuZ?m=Lv9u_xlI?` zyXY&r8i$3IdPhAuHh(1dBRVNY$s~ZuLO`56x?#1CF@FdFVYfL?ZO0GttDT+WPz1`W zW@S;!st6zbu)le0IzRYteXj-Td4P^LQQ-V~rk#H3d(9 z5zVPW8K2%M_jC9fulNNnTPURZFOz6djw(g_egY&;5Wxi>q2=!PuqTIEhT{zpztqX*`YipiW4d;ia;wM&+VfN*2Dt=cwli^v>R4jpZ% z+w4K4uBBw2Pa}nZDI~3+fIfQ7tNgdoG*AU-@0L)|!Bp<61kK37KV51M9O9w-WhOzI z^VXKA=RJORys~PzUP!HJkorVylmw4w4AsG&w5kiLOkLZcpa5fkS@cS5ZZ*IAz{)pd zS44%A%~KD1AN%TGOnUTnh@T-`Tr#`-VP-?O!_*C+<&Yd$eC6(|SPC#fgc2yU5hgRV zr1Q@EG3I1P%#hEdSFDbl>Nz3w*XALj*urv{j0g|do|IpeG{4tM^=^^Wj``Gp7c*<& zcw?^FK3O%S&-GmvV#LwKMw_-OYE4R)c8K*1hK_3E@+EjV$O=1&n?8ZL^ao~j@_>oZ z-OMvSe&6nUGSbgV9Tjz=UYO{l1C5E7={&x3AL@+Wd11}lb-Sr$#FB7w{fNSoKCd@R zWVcD7!k%k_K-8}P0i>caxwd1GlagXJ&j(Ec`EEp@5lx zxK3Q$kxiG!i!QIn*;)L#H!EK$EGaq>51>y7iZg7r{pK|Ym|7w3%uclQC4V$zgee7J z@Q@z?=p-|k5J07Ul4V8NT;m+53aU&6@ zjEBRn){$FVv?Rr?26in`T^Vvt$a52cTz{-m3x57ZFW^bM>V(LZ3Hn|dOK0&bW+CPb z7Cd--KKd%nM4vdB$z6OfX=f$I%0#061F`vlf+{z5bL7q&p&Six(y6-$8^VfFWH#F- zlwuJ?h&DMik5Fz^3{>UI`%df-Q&Qims_ry%4O9)|*@LSS)A=>VGAu6nWWrmB>Z(sm zh#tcHlTO1u(t~@k)HM>9&Vu!!OMw2^7TD}YOMV{M3*G8-kK9b?rgElJ!)NGvBI@`G zkPnGrc2;Z~7g#C7>k`(r>unLEC)CtYX7J4{!03M6%>Yn{v}^5jgE8IVt3?de=B5(4 zLO>3nb~B|Rv9+19zbbpBkOgLA<#DU)T&u@r0TSBrL8?9ebtHk#?{~j}V2BYB{~Fhi z$VqfZ7OkPQuKp_G;KDn|DbSCgC4-WLo{%v=$oAU<{MymQGqPLSB*Cpv^@Z2;cYhL{5EcF;`*jEuZ!(2q$_CNB6e?4ODtNtu(;|chV?9 zX;|_f&K&R_TGwq}?)pE_;JiN<`^kzUx>M|(BjV_tUqoIDj#NrV(Fi*d|E5u;DY(2! z!3>w#)YlZ6-=L(X&fqRdVVE84n=2hKhzdN>*Yg8=mSXXG29HCKpfW zKgY`5b(>M!jAXY4z9TI6+GWE^tA;0bQhCUHZw3Vn#k=$+Kl-EFh@{yPuDVcVLhrpHqyXD3 za*fg{Ewr#u?{ky2J59M8WyreUdF8UP2{p-ry@~QW9-~zk94QAO=T%ke+$M{-qH#Lx zi0JRi2W6;eXc=Y^Vu*q^3-lucJ*5h89{i)#(vExY)7eT<5=DMCY0!9#+h9ZPwgB9dHe)C>Urp`BcA02c8o#yKop}sPnf}K zjo!t=TDE62c+pgXm*@FR^z}WgnfYXfl^9q#0ivhY1JlUA;6A=}7jwcb)q8!kj2?>? zUS~LKj@`Dt2>k)@U)BSjBv}Th6I8xV$}gdqkN}>ECtK#4@fza9Mn8OgjihcX&EG)i zqX+Tlw5cXIRP5Cd20q5YWTr~=Utz%|ev`tlPgk=cq9$FKkS9QR5cn%RY`?)mXNd4E z>Y>5~0qp+iTFaEKZ(mFJ$tAI_IQS!*ROJ7o;Q`GO;4jhRZU*%Kfyg;vyz2h|>oW>c zH5vOx79DL?{j1&K;Yp*i16hq0VaegnBwoA-i@dDHKm=r>1_?|&|v zAomwDhL6C4Bxl|7JLY;)@WkCyq7OjXVcG`vScBj1pbuXZ^>Xc8|E1MJ3Ifi9Ums$) ze}xG@2@ghKnkd*;Gd_)KP-AR&sDfif-yAjDXcPkry>~vnIoA&<-2M8Mnv@(K&C}-1 zv6R3N9xk1rpkRiC1nYZp<&cU{Wv#Vs0=$EtwC9lU!cvU~ zMlZJLyK2Oz+-r|u9CGz%{jq({1iel zHAfa0FkKlJAt52b7k%Pf|ak$63bj0zwTt zYOyE#yNv5a=j~PT78WB2MuY4(BGlFe3q!y8(n44%H(w2m^oZ0;BMA!3Tkoj_U zsQj+OR~E<|B=3IAeQoeL(b-IV-NSehNlZ!{Z@lmR{g=@N0uGybNlF~D;37UzpL2{v zgg0?i@gu$?j0h{$13Dh1nb?1c)f51p+@)-VCAyeFck)gD*_HuLp8E z6LS*m@7sPG>K(FWZglBubsKe39o}yAEuOfJdb)>2Bf|g6vkGr-tT(_8Yf^yxa_~C6 z_?bZYvb+26E*}v51_W{Ak^nJ~^ktj$7l8P)69;2oU-{UJXWPC%H4FFt(@hKtd7Gvb zm_(zPAp-^g+!w#ojn1_YP%vBCxG>KDg1K}9kWj{?c}0<p2Ul?yfG zdiY*+mYt?o%Rfvj4g!jMu5aLOH212uz7w;lP1WKBX|0dNAX|E+uNqdP=%H^$_@6An z(GMEw9iGUf_8*&zAwuL;VV!`?Cl95iG2aHFC4clhip}l*un8nlLFK^@`|Ouq#@)@$ zi~fBIEg%0Ghl$CHDApnXGT~KTp;Ci||KG8zk3RHzu9c+O+3VxQtG+%EkdQ9u-}Q@J zK;SvOhJq}cjt!B=-KfX)z87{!B%n8H+I8QAq3Dj=PsR94;&a2o@yY|S8pF!*OXu2N zN{YAq2i2b&0H1R?dl3q7z9md|0KMXw@H%&h zhk0Q@ERbaRCCMD7d*!lOgrMG605PfO{Y`v^4R2ieaI0ZD@lo+%6GwfruxY=V==l;Q zku;eIsL%CudoLbt*jJkEGEL#g2ddU$a4txOy}wH3_m znGridI6QF!o!e*gmehMMk&K9huN{}H^+%2(TiMu1P@l&D;L(kgWQ)71LYt06oR4)B z(T&tdb}t=Jbk_a>)=2CNpOA@g0?f^f4e&LqOyoTJM12ku^X~hp4)!Py>BI2E6@s;|4lvu>F4~`90rp0q^)| zwHLDo>zixCB7O5O7+)bL(zrlz(}Q^EEzXiqj^NHYUM2dziUK5g2 zh*sh!hwV^N_pM@q-g zl6UGF8U8e;c)+H=nzy@$)-`UgtURS$b6(&7hdoB*gnkw(eY9S^hD%ldW&W=gHvM+m zA<1qzmG>LH^Xss|YZI!G|2-QV&Yz{KRK`ZF0r;QLBybl^m%H9+u7ENf!$9oM&*5I3_7jRVr9*>&x_XfN6Te?^y8u}l0{b!-&9&_f5=}y zi3h0Ie>&X+-W%~mJ|6Y-wQ|pI$1Xs6J@wyZzr5$A!@k#%KEUFW6u=A`YMmOq$|BfY zF+AWx`tgm%;k2D7W3^13$=hDPs@%T6I2RcrOorfcw}1EjC2{anZ-6|SBamhOXWopkNG%2S~~ei>F_ueSvA~SN(>=^cOC{Z7rSeb2g&;jR>Rt%?e1k6>WVwpmf>I zCn?{yt^${((q5rWreP(J4c@-({V@}kG1M<0g>kLEUj6;BL_rHk2Kx0$%OK%1?2$!H zigd;tb@4}MYTnrgSwfp{wS_zp{0!WZGCK{_cnjT?_MDsxv%Xz&>Xn*I4JIFzeaBZR zciWh&zw0H0G?QrYR%y-#*D^mSi=OT5t$o47VH(46-Zr)4WZ+zyzFZ$uW2fmB!86nY zW}t)~0VuJut?dZ-@y{Nb?)AW-Mb!*^!QMu7itDW46!{Zn@FaG=H9G^r7)`INfvsq< z$RYt;IbHv{hpRTF|Mk+6UBkK5Zrw-W?*UG*1f1pW@lPO-%N1UPI1djpY;Jp9+(r~~ z@8l$U#4yxe-?}$dCrDFiLwgmg$c3_)cUqW?OHLAUbmLt?yuC{RH^~7K9LDZGl zy@YV18S{I2Q(-Su6`m8KRt!I1AFK2)=MqZ1nJn{2zzP9f3stFCc4vdS#SwUodz4W3 z+2&_>)roa#+P;yp_`zQi@r(U(19P>jLW*U=+P#aghRG63aHT$!8>|%wc@Y?N+YAp4 zOMmBw&u2^hgQv#VRlRuYflO*S|IAi8r z3<`-Z#hlCr`3)OxdHex;CdP~&M%-1(r|HoiEme;=PYJVJ>|As|$2k1N0jSN5Wib_z zI2s}eYS-uUqMAq3h!lxi)iI#ua4OGSXfb`b#jW38>BPo~<4zu|s@q8+dKo@&VjO37 zHlMm*-il)3Ujz9}2(v||9&5=~OTv=Xe>_4S=^%g8Rj+t#z~`lZz7ABbVz z5U%RnRR2~KPz(CF>pbWHf2L>j8w%d&^}9JH1N^qCZm*k2aQ^}nusYV}sBIe4olp$S z?Z{}0NsZPh0k9Bm{qd%^G0$sY-iTNCqgm>|nf=e?=bwB&TPNTdP}>u;7N3y4ALhFh zWs9I5!jq2+JXtvM8AiHka94CI`LuQC_jUVPy8B621n9$!;Q*hH1q>M2&hXn^q$a+c z{9LU<{r+P2pQM|AhwXvCaqbSWwtk-od&>pJV^0UK^8L|gNOsx!Qn+f%lV*m|Cmm5e z$!z6dlO!gXZj2tSC7VAsySVy68%u&=aD#NR-r9bFX9Oo~?C1W$L3)yiy8IG1@d2#@ z{FX=?JjZy%hfPw(r}d3RW+tAMCd|}~`6Lr{Zaw@M5J#>42aO6sgk6F%bsOuR5%?;l z#Pnpddr=pBdP`5XxE?OjR567f=@~~$ZL3d;`uAesZ&(puf|4|5jP*P;mz>cQ#Fp}4 z7DtmSs0dHU3C`xzRZ6UvLSr(i*braZCOpoTYDQq-3h{PLo!=_R>8x`M_@0BcRJ~V> z6`1eoOSCvi1-F&lI>%M(^jqAB>CH;DIjvq@IKDexK6$DTSG`>rHC9HNI4&{zMk%?O z(8}XkebPT_{Wl;>9PHi+YmyFY+Dhq|{xweBJ-6tDjawGaZr99Ok@h#Wey}zgIHHScJjY~l5Hr@OiL!A$(09Y~ zRFQ^4Gm(`zkV}9D*{=#w^JRVWIh)8IqId7$e=Ye%z+od8FAgG~C!(Q|+TB;#HA(S6 zZ0vCUU0oxyQEQpSH=B!t<7Z>c7*&O135VK7o#U}dl657B>Ed}f)A+(k%H@TlH5U0r zovUWaB(jx*i&J{LQp~E);kmB<$S}rBwT`5R3=6G5LtRyq*YhJ2Mzfih96QP5l{Atx z56iUiy+B5$&M)m1wULRDLAFJqRwJN8%rLojKRGG#coAz2yU7z)=d`fSa@nH^*H2Z* zTt7?pbQMqBxJV3-TjHs;ZYKYj4TOxR??~*YrP*IyuCxJs9vuK$`_2~-q;Bw=+t+|W zu(_>C*HGICHlLN5a*8k(_2-(ovtVX zq{%UmbzBY8uwP;*D9Tld;lCweO&~FXc(Ecb8-o*CP^uzTc`kVU@A;5i>w(0)XMLsv zWKMkGb$)EF)bG|$w3uuZ_*gnjT;cTP)LOjLcC%GBadvk6kLJCwAky#KF5i-Zv7EEG zOdKn91%pz~@Zhy>zdc;7Ci|*id81(q6Ff$OS>it-NV==sY={aUlp^UBn9ANZIib)i zz9ILhP%}~Jx{Br9;vr2=tgL1~>FJeYQJ7!f4C3V3db#(R@n2e89If$xwo&PoEiEQL zH@kHi+jQrPd;#A#)Y|~v26CU7gfc#AatMaW<2>b*-_1&1#{tK{^8;bc7)92#UZkA? ztF~aX>~W*#l{zZaNQ)0%o89b|AF+bI-AX+$%eB|Tw@}E%Lx8E#mXKx{1oW*)bz#pJ z1LZ)YDn`Bf`Pq^7=~raMnt9L132Faq59_J2qTBXjH?OSXE9B$|tN2efjZV0!Z%EfZ zQw+>}mAIWGhwf7I!|^N28!t;1W@5IDgjRZQs_aZ>a)o;Pv4l0TD~&urKND$5}2n#xD@=rhp*W zR0D@@C-H|0dTN_9?TB10+GkC58kmCjRB^o=l$^G)YhCw6ESh9Ycc-?)io$+gf035h z8nf-Ik5#ow1#IgfMN$zGdza*zF@~fX{3!ujZhx|PXCv-8b9k6Lamx;)_v*=2b0g`y zM|jMqv6D$Q7mcYOG8)nNsq5-AD7?dp z9ZrjFrD?+0phV(2$Fn#kb=~=YjXHNXo3;hw935JwniJJbNl$$`2vw&8 zQ;?RxxwBr^d@?P_7A-%!ow5A%xZDKu(vI`$@WrSkMhUC|FL^CY4eW7V_g?OYnGZ`0Vodcg^cV&1~oeTH6y}fGx8aI1|B}3Od)d_3m8xBP*42QeR>C z1gO{PGay6ZV}l&GgZ?s}o>m5H(Z19`j?0!e;E(v9mRsZwMKhBb%^!mq`i)QvkfpKd zu^Ur|$*rJmiF@vm1+L{ASO-Vf(v%-C4vN;l17%e%3^#Jj>jYy$IHUL1Lj#PoG5bce zkuC&72sq)I5uh!rLQT!)f)9b#C~f$iR-IQ9BcfQi&ZB-)i?Z4VsR z3OwSTh=aXIYA}+2PVP{h`b0k%)LYi=ReU;_SzZp1?a)t2W>7E0<}Sa}0bhUW&E{{p z>}sbwS#tQ^NTv$RJsuyILoxELSJ6?w*YOQhDR|xQ0=UiSvD!(I%L=<}GT@rCQ_NM} zl{_eZl|6GBEm$?Ol8LH!(a&dRdmiWe`YZe}@Qa}Go>PpJ7=-hFvQk}>>YEJra1*I@ zL2B&6*k?fPVG+#ru2F8jZIl)_KL_1@`}lVX@S7F}qOrU9O!u$d9T5$B9pM#%Z}44M zJe(gNzz3d}E@a-r^!kDlb)H9(*dveUM?F4YE zbRa%(4h@wM!yLHgb#9l65;k}?8v3FxO@T3IcZeNyNkj})gX?tTPI&9>U8hU8+9)sC zrMwQ*TeBdG_i&`2ato$&EkjyOc76vNg7AmABpshVz@HeSi>;9G+-wm@pA4eR#)i;l z|0fF|INlq1Q38EY!pn#p=B#d?-h;BRj$MF<3icUxM^vhVG`YpqfSiv>FAK4ytxh;A z@SbMpI7m;k=2A0>B;}~N;viHa)W$U0Er?GkP9O`5c6>PB_oa6GwMKd zm5!;)>FJJ*s6~@fHdWgj+_yA?hniOQdGGj!hl|}}($*HgQXsqfiWMMk0;+^{k!MrMK3b7euSRp(9;;CEs`;EbCVsaAK-0azGXF30$ zRg4$WuIquh#2kCyUIH}XO~&pB`c2p}%ucPuI^ftks;kkzC?j%ji6%yvLyBuNojD^P z69@Cv?whK_{KDNveoH>j!TNWtL*}mVDpQrfGq5szEQ8ZVj>VOjdwwJ3p!-!`D=w}B zv@9tsR5mHt&-~+TP>tm`n_y8w^&?!q0gARNf^<^;q zF9!D6U&b2T!C>`#XTG<20q^7rlR-^okzCJ{HPH6Y()GWc5mQ%S(7a&=H{s3X{amFoleYFnJH*nF_Uffw~H2r6#z4)B8@_|Dwr|# zJyF(Lvq`CG-e}xH6)8G1E&jq<)$=C_+KYFKT{rZWB&fn>u_}q9qomSakSD_J<&?KFN@^v1jLceOrhH%G zRnn=?zOin`AjTVt<~G#Hm~(9Bm|OjZ*O59F-dL2{}JU_ZzBAV0y-cj$H43P4&=xL=y*3eHkc++nzzR)_d>~*=ic-BL$`exp) z$lFEgPiW0p>K|<;f3(o3+?-lIm&5q)+tyh7A-K&6t@3E~#T9Dxj(z3ix_BYa0K-#~ z72t;s2n0Y9$Y>`Vs0Uyo5K&yVcqW}et7D4#9-{l>*$gXpbw)LXFB9AYA2}E=TY1?D z2jPt|bxDRGQ&?~m1m^q#-_46&WJ4_@-NLwG8>ULTt|*+^y5Z1lR5oPF zbKURqWSZjePTn{~)-beY)k`zl*d=e)XHd&hNJJJ%)fHmGNyU?S(FBMRLd~)Eyb2%? zAj8l_P)tfudBmbY!&>4--_KmLk#fU>&|DmQ&YKU<7&RMjB?c>;{A(z3Ei)ZyfB3b1yB zoNuEUwK`lVLW|z*n4|uHUNXENWCw!U&=ChFJV@l<>1sk@(E_Z@ zuQHbWp7(ZYYNR8?WuWCo94w&WImyMzJ@Oe`<0=Mjq^^r=FPgW|fav5@6pDuj>RIDe z^vqLJ$*mo&9lTFzIbo{@8ku1Awwk=wICmzkGs4Wqpxxof=e59h>}l zrRXp2=c<+F61zot$IJydY_pGrtWcs75T#DqqlARwS{xOmO@h62UpWTI2eJdF_Vj{p zGcmb`*@p4Rae<4Zj}!CUKAFFbU>y7hlWv9Z=a;_fZ&PS@@c$s z5AZ`)WP&%*FrNbvbfICt3UAQ_tURaF^=zpz5t$--x>C--l*_&yh#3f_)^&)_WUkwj z3aS({j!@uf!+9S9V$o2S;nw}sjDLZM$Rh_iU_T9hGt%g4vuGU#^5h_vg8#0|!}5-n zvI%ig;$_zFBmXR^FZY<1x|(jH+R5T5(f2E}kxOui7kC%^eTOGlA`@cD~6z^8}^a27^dWrJ_R>UUZ)SkUV3+Qik~aMND{FdFE-4 z2IRx}v85UHVj{kLc&`mDVlOuP5fhVpOctlsoWj+2+Y1Rns-_+5SipHdnyQpa78={J zjktt&;~~@wM4p?pP_el6!hKN!8(r;d1al4~wal)pkgqk{V=PnPiGfl7IP~qHt^*H^ zpvP4&ayL6CAy5V`%5|jh;gSr^d1Z+OZCCtwGX$j4E|9nxOZCe54U|5xf8b3mL`Xws zUuxRQVCMdW7EuegF1KTa`#^FLJtbKAMG4I@7?b-VRcj*V3&%8NL{halLQ`yKFH zFlu3RYZqXkVwvz3l2Cs>L*=5HFU0_l%UdQ8K8^C}8N-ikm@RdLiSaw;xXq!+y7x=a zz^^^&+1X<32!bgdV`=6V$7;5_Zt`4$yj1zSgHw4$~B&Sy-O6l zo?b%3wk1kEO`eO-s4SM2nxCOvqs3a#RUiNG>S2Fsae!KPN{Y%mgQ`GswZO-vvwYrn zo8jCwe?q2?-*1S(5rM>;U@{8aV)>V@@tU9*B|Qv~p_{`7WTKXSeQc_jHPB#a684tv zL-I1|5<z&Cd zLG4%&xSoCq7-&IqGH`H68H{@?yKRDTwDD%aU~NI0_l0FjI*Ue={p&2}?lnl*C?7dS zX?1nYOtAdxv5N#vG#D+seRPRN6T9e^W?b+?$}##o>l5se@P!gB$j`hi%gzr+%{*F( zDKtxsHv$c@K;*vzpVL(r=DBt1Qv%9YUI7(X0lwqpdXq_6G5SDzoD zoL)O-nVq)rR=(qZz~{_#_t}T`9VfiIm;XpJg!FFn#yCMu;RJ4gc-J32-N%9Pg(Pfh zrz9Usi{N9O$FWJ<^MFCcaEzkQxBEiiaAD2F-EzJJmbuXZiSZq+nLu0^^3H~NPO^iw zvETnacc2Rc{`t+fAWma}%-hM+C}pw$WLA&CWJpLyTN`GFctc*1wWfZTW(l>mIbXCF zTqwins9FC$Q(|)Vx4eT-*cK(v51Wd4-=Pngsmd3jj$=>)9-Lm#eOHk=^_ReluCJU6gYQ{&s^f%J}#sUmJ1_m z?#QFn3i_3-Kx6;G_ry_;o0IcrMw1QoJESR*#yJaxe)%!9u%iiR-qb8a!|sRGihxl3 z-Ux3i5wi2P2R>f+^Jv>QhS}-q-@f5^UHH=JQ-+oN6s$qW>1on8~x z$xut3Xc&giyBDOX0zUAU9wB5{H5FJp)i49=J~%r7kb5hoAEqPr8HshgYv?2w0xjm> z3nf0ZU68|}OXrQFJSk|pqvGLqem_hqyFvQ;y!oo94IO<)er^lyk0kEI7G^TKx$I2q z{`YENQ3(8D57zZbL86`J_~&^UzP&TX1qFD{<_bSIx_ET3lZq5!Ft^!@^jk>`B5%b` zj$p9_7}J2WkXXY)VFO4SWC+Mk5C=A%pdbW080e~RPT;4PbkykV1EzgF6gl=K=@>L* z5c6h~1~e$xAn33?f-qrgSWv~y^QuTl*?9bY!9v@NLKh6R-Va1?{qtbyvTN^k1v+OY z)=+4K;ELZ$i4Z*04wd@`D`@z(bhrVr*twV4Bm~@2 zMv&lXp&fG{;uy+M z=*2k?aw3zd;ITV2B6q)5??)vGY`Ul`rbcK1yVKH^>XHr;MIF%Fd3 z_Y0_R$*4Ywgip3-K?b3Am_>*f9m+p! zH<%9YUievE(nQ^9z~(nV`rh0i#!+}QS;m12zCQ=NP7Y+v(yA~ zd1=)5HK)O}Yhe#UI|FB_f_PJSmvOA}=(Q1n-6e8Mp`b37~@UsC{er z&A!bsm(TThKX$GoOaTlKT5b3ISHb^X;XoJmoPH4@-TTlpzCJHQAY zmu$wxM}X@n_C7ws5K=lEtH96|#9b+G|jjeS&3Vcjtfs#g8e`x52=P`H& z2KpN4i%;C-=gG8`75Kz>Rt|PaiL+Pr-VlB1P+4`d)dUE-EK6cRobWB^c6a;|Tfq<5 zJh_$EsG7o}ldnf<-+xh{s@owuyM0&O&L*k_o7(&V)M&S<{}wYm(?rPkxY477`8)A? zakb$3WACS(*XPSP)3XdQtyuOYzNsbUEtG{WXe*e3Gewm_a;v6VTm`U{@x;()P|!&E zS5V`oT$-ES_nL{Lwcq~AjAK8Ya4hxvfqCnQwd641^m3c)El|)AK1IkpEaAoj} zKe=q9Bj>F=-a>_zz;fxeB8h%X5%ch#k7D78Z^I1U0l|BD zG7_4V=&vSv^epmXiIREzwS)X4#Vq-J>I(>Oh~J=k-4~}0_!i0Dx-e40Zb*2}lMAI-sVKl-U?jhl`P% z79N1GS=#~RkDlW*skjR>@KD$OuMV&38Tos;04_Y*nSPv6VgM~f*$M0|L{|9a3ES=U z#;Fu$XYrj5@DBgp;%9ewfl+x-H!HXIApIrR?(5adrQKi&Pnsoy44q@y_x5CLmg|N3^}qo_Wi zMfHR3$3xtk$%QXOCqj%FE6u){pSJbO8qi|Bfj+AHZ$0mQuNF2Cz4cLY{p7}W;@eb+ zJ7ERY1Rlf5+<{E^YlDm;#C;tl8+0_S=#f5ge4f&@yI0R>u6rtugL_=gl9QS=_44gh zhB&cuIljHkU>Vv;*x;*pO6i)ZvtM+G_HQj7ucdzUWkRjwopg&FtbN#L1#k$c1r4%^ zx3e!I=J+Z-bYQ@cgO6w`>9{E*PT1@EFjvCmw423>39-PO?3kxzl?9HUw|q_wFah08 zPD}k5!j<%HkNy^2gn#?0f9spSZPvKZ8`PhIkFh^i3a3N^(W%tZ9KT?42eGFRQ1KvQ z*f1lkM4U|zdJSf9CgMPaXOgMI>JE;{%0N3^06nQZeu4^(A_dm3gy%Scg3h;8NvO|K zaM_;uGPY~QXg&eCTlbRdV|wBQ8xV>mLV z{alXz2F*uqpM3a5c;*)3k4y2j;0 zwMUlDR*}=6U>xXR&^k#AJvl$3284#hU+k4L%w){;;b^YZv6CqUHvr_?;*=!{_j!yZ z1(*<>P@^$hwGmzryI7Z3SEn$Qxna`M*o%St9hZQGWCkK+_9Rj67^I1u6)0x7S^F+r zEV1Gf%K`Iou*QbNcZ#P08py}l*yHSL4Yij-p1*!#?d45=Ju@kEd_Jj2+{~C`#+#7d zdXx~d?(1R81|{R*^d!vRs?(iczz-#c-kJ zknP{cf%isp<;Xz!Xz!xy)mN*-xzrTqxXIt~O93?gFwF5e9TP4;)REG7?!DY(xl>5s z3L;xv?;978x008KgYZ+eM|&F;YK`qfCyZvQM4Lk7L z&uyqt-j=~AQ=)E2Of2*yTnAbJc#jB+WX=3YLlX1F4@{jB{CoN=9rK4Xj3u^u$Nu?}kt- z5#hzfh4p%v#yko=*2-lY`(dCJ-eE$krfqjFp7glzLVuBmQ$hMg%xDv>xHlWjK11gH zf!^m`zB`R;d%(F#>2tl<;X{$DcwdP;HK9UL&DNuh+8T!=H6Bbc+7`pU@YmdN6X| zcx5j919SCJVvxTPSOpY6AnBXk;ay?g+v$DZME=HUv%cZu-5X*5oEjmf9|?6|zBhQl z3m*A0?CuInZjAY(-GjyJd!1z#KYUCUxYVI3_kFpWdP#a3-ZM({#8&{%10LF>RA#ra zo$pdBeBA1l5KEs3Oh}ynlZk6r9da0k<0BCx*&`3l`434-7UU_)@U_(h{ISRm=Oyo; zO%{&k0*a9|A5LKn{ox>%gZbErDd0TmsZ`$rl9fjz+Oei)UYc!|nD+*NETNs(9)THHh)Anp3@dw=6sXj&6AWk9iNw+A+LeMZ4dPGz-(t2%Trh==RO?egM#p5R zF-E#1Xc=(B7ni5=M$MTeTg#)P$1?-v^wx}FYLOW#bR6yNLUfd$ih>iXUsf=ZJ|1j+ zP(XC>R!&gQQxydhpY4byIuap4a{(Py0H{-{ZQ~^7oFc>%gH)&z`+X3Vy=ILp1!mb9 z;#W&Tq4hps#mk=02=8|fy+Wc658;`Ww0JAaGMo>!i}?1ctc{Z|EBLU>8Z~-vYA%v2 zbsF1fjyHxdv0+l_8RCD7wpzgb$#fE)U-4kMxVT8V!k-)&#jW@zEwMfvbby;gT4jfL z?!bV@JU+8Fv>myh5GjjKO(B4-J!rEY=44aLGh0yPhP{I>mO@>(L>cuy+c>=#nA;>t z#*uU)IXwy}NIU7L(9DtAhG#BF9>Nr0s|Of;*%nftU!xm=SSHF}xSD%?1g34~Q7|g& zAQWU|R8%e<^vV?speEYtQVBqD^Z(8AO2J~1Z`hl9D=YRn^ctE=0VX87%d_ITUs*%x zU04(?lA|OP$$sRlGR$Hc4f@Wr;F66gW^!^6l-98Mfz#|?-_ty@MC3!3yLVF4c7Vui;oTRM>~e6CwjVJO!`MO>Ex zYbEw_N({pvk?2BIyMxk~_+o(3wAbl`r!vjrLdN-$O-$WL%h910!NQsq%6$&{j&O>f zgxxy9jG4^wA5q_CA>0DGl+qXd{o+T>oS+#@s|Si>v_}W;Onc;AtHoE^=Yvlol&#x^ zuD#f(NvcHnEEHFNxQ5+aC>L&{Es`I7CT~W+Sq9Qib3g?wG+r1#?uQpRLVpwo{z%|@ zqgG?^_Ie7s`Sn-(t+0kgmqIF)K$z6qDv08=!e|Fwq5`hsEzd!B-;|Z7!e8KJj8Z(5 zgO@8gxvY~{Opoo2f_gb!6myUJ!}#Hkhg)D>(2z%u@Y%tdT8YR593S&_tiqs$5!af8 zc62VqjyG^}m`AaRcV?SPG>FSX7idlVp_}_Ork&m`z+eLw#BBisSj|HQd~L`eHiY$5zJ!Qx z|JsRySF3MEY;0=QZQ>fxH|a+*UE)F9H;dOxP!LRT-w3Rsb)~-%edFcY-4K7m;D;U? z$zb83Z_qx60}`<)&B4_d+v$-Q)4eKj2DaL3{N*)HU|S>0ie!pPBP}hQ(A zgcaeQg3HzI@fBXy^ORsWT<4vPank0d)kbemKR+t-#sP?wF#dvPxqvIJyjpvW*}_W* zFYmJ#`qKtqjPvgr1=v#;R{CifGns@urkya`YukK~olgPl0nHm4oK&-jp(ptXiDIte zj@9b@j`j|fC*$Ym;unu;Erun*(`tQ-yaHl!OoQ((O$zku>!Bc=-qOxaodt&Y)y~Dj zM6$&+L3CzRx?9qyYimaSyIdvb2yX@3#`~|{X2NvIj<2qyW z;CPeBnLYOr5EasJ$-2>T%?oVAT%!qiOWQAwvQ(Pru zh`*MwV~^;*5mKY({zR8>`{v^5unzxHEcm;tK?k}#P| z!ca#L@iRr@aiMZ8Wv5u>!$pp}@*nnH23$)^vKkm!h2W?|{_YmavjD>SmgVb?<+QSg z*@sl*!NRve4R_MlA0FO$h^$$g*Nxbb@G&<$1?eE-&C)-7h#sS48~MPOkqqh{;;ZJX z;9mTM8TW{@Mk;bVaKO+!_vuqk{v|H1p}+Y63l~*Fz|Lm=+SB?0>{B=yj3-HQTJ^>? zU4_^^^E@e3!|$@9tEuvv=dD#iW`Dij(CBB<*d-G@yNV1!MP`FGAh@ZK<6D?Nq(h2C zG5Bef))J2o%FY;O1wK2;$xq$R66DL)c+g*7ka@y6XjY?H!Dn=_&Y%CcOyF!w%LH-y zm=bjS7#YkwI>Wy=Fv6Y>my`T@R&G6%h<~#!aCl@D41+IMHE4NfsrU-SXC5U7k{dYq zNIs_3quP7{kLGSG)$k>rXWJyQvqdys{}gROQK#BNujuYD68woQ>Aion(J!WkO>_)4 zPJfTJ6FR{?6bgOv@2X8g<2PurQF*3_xNpItN+d-t#W~te|6jO_8k2zzKxTIU}$|e^+i#a}IUrbqdwe?PLj5q{LzN%C9{$zUu7Fj%a{O*iuJTJpm{6kqE zo2FR5HV29fP9>4NKi^brqEOg+88(!Szcm4FO~8!r)RgK!P&`85bN)W;Kfp=S(?Jx2 z#Ti<^*|3~FHaFjvSLU#6LacCR=O#zI7%-g|9Xy!K&aRno{#}z|LKi3hm7HTa^Xo4H z)1(ps8@I)=9c96tYOz<}V>8Oh>PTk$INlc?y6yR#f18?{W4gJJeUyAs=`GD#J~CCa zmn~oL;i#+adFYu1!C9e_$orP-({!U&Djg4Jg8g~~N|RSGJC}IyDZ<%DBq@FV1^C3w54-k>>jCSCX0-LPOASPn=}rdhXP*y<3FjZXioAd?A7wz;HSXjM2TQJ zS(_ZGEng>^hwGo+0@ON&yaBZ}vZQ(eLU&A=97pz;k{jv~kHYdt#8sHuMf088g@_~O zKXZ$`wH}V|>LmyB4&ff8QqDvqd7^MfPmX%ayt! z$`k}?Q_Vvvn{$!D-r!i2l|6Oy8{O-9_4?WOZ=Y{9?$qnj?nuuHmR_zf(BnnTnZP#n zY4ckbsdaHE+o%5ozAc^>U#ut3w;o^j^beYhwp>EdF=SZ8*mJ`bq29!P1Vk0}D%~x)HEYMG zo0WGvigNTD_MUg8h1^F{j}JHM*&}r33P3zbuAFpjZPs`{?@?{3IC{dEU5%>q{b-Al zHM2h$dope&?$31XA3B5Q*Gi|8hFtE%wz|9n+hZ{)q_J&5P$~?7Ainkh{6^A&r9V8y zQBmNd*~P~mq2fvK-QkUR{T(sIRS}oy|}_lJXrl&8+=qhXa@s4Ql?N;Z>6-FOkXVy-C= zKs1i`{sV>@C!7z#R+f?+RBoN!rlTQ*iFjj#-Xd*Y>N;O7)6##K{K=EhHEtG0ZS}s# zuXw>G1)M^8Bz}`BrVM@gg(p2iEv0&U)m^!_(;OjtG#A5h_KT^xBxks{}Euhe0ifYd!|R;56iMf8&Mf4UeHG#Bf=LkzPlJ0(!SukLwXkUfaJ# z3;cWJ7Ny1x|0(Q${^LVOgTGPlYIAfw^TYb1Ud!t7Spk_jQWXBf z+M9!vl^jdlIE|SW+RJBF&vO3e!>_Zy|DN^Mh+W$SK^MLjMqQ33hW5()SCb$&8;J`k zt^(#>SaP+gMnRT7A8%ga+6n&W?ubW|q{!MGumEit^&2bvN6#uPw3v4xS}x~j8)4|_tE?AP1-o-DJFIO?^5 zt0JN&d}|s!x;Joyki^S$LYum+0lD?JSHXJuKrw?tvq|yMKuhBt4n=Aq9`fC*Ajf@I zI?+s%&bO5$S2NUqSxqE@6}uhnDVmk!n$5m0U>mzkGUbxhk|racHRfuR z)nrUn8z<#7kdsMgJXm~!abOv@dGJWQXhNO$Z6Y`#JJywOc{?54uO0bZr1JWxjSRy> z2BWq0`3?&O$WPVgqjG<71znNoyA5xoZ%ZDsSBP$V&lrUurFP~7-I~DKE!+Jt*7jrr z6wMC~$i@S%^CZZ~s90D%@HhQGQBi^DbR)wrxw;Wi5U9mRNR9cIL`M?e2HK2rU<9eH zqW5>FOyIB1><2^(S_FJKBqUXlBOqjOO=0)FnD@C0>TI+N<|q#=BHl zOo-&?n8*kEG31!`3ZU$P~!tB5MZQsVLm6SdfP*3JCL9kB_Y5qGDFaOwW-m zzow?RIdm8@WdbiWhQBJK91jkCYcH8r1OJY4?Htl3b1;U!XmMFY`S{&P^{3k7Xk3tU zj$y%JHtUbPiy#gZ`D?64jve-{?zJYP%1O$TGkwNG$`Z&lh$lMP*)&cUO@b*R|b z*oOJsMz=Cn3N$quGC%IBreB;Mg(N2z(%0G@ljXy4p^fv3&%Dw~x_3rX2PU}DJ(r0G zf5!g=p6QhySQ4s>*^)qe88x3(_@9fVd+Vb-k1h7YsqVdU4bUqsTk!?cCL|jK6T|ZG z6||N%BF0B|aaCxqCa%xgEIu53-WfwEXi=rU4y(K|ZGFqoWM$v3D@(j_1Er@I< z_n`Qp=rCW~c3IenthCaNwA(S*`ocC>XB5+!M6JXO{+GodQ7D1c%~qQs7gmAmt8HZT zcn1}Eb8fFOplH#%+f0DxB`nsYWQPS*mYJ|Gm#IqQmU+nyAS`#d1TwALWgSN-UuUvK zh|`3hbZ6w&OQNNCW0dhotX}HDQ`80r04v`zqeb&IMdUKaXrTbZVDeY=Pc9)_t~3KI zKKR!9j=D+y^~D^> zKdI3G>?ITMQYXc(QddRG5yVoAFP{RM$jhS~6#1dn?XHLiw^bw|CV1RW!x$KPU-i2; z>DkKFOBwwtr4OUH+3p{Ug|@q`XeWuAW?P7(&NyG@D81hqu7FFVaPZ8ACRZev(hE=?yk)0&FzJ)#8f;(gNYL8v?lVDr zXs6G%>z~`gF7AbgzD)O}30a$FxzoaV=iQC(hqoD3gPf$d@r0{c6M?~$FBLPFy6}Q*gUU7k#ENQt`N`1Z4N?DyXVLYQaDmDk;YjJgrYB^|Ht(|^3v|30pI4E`Ngn^3X9U~D`=y}5Vm-Dd6` zK7etCiHRmm{;9=lZ&Af~z!{XHf~ocD9_@~#nM$GDnKRpz(71rU%@-R3>Dw(+_9$8W zF8)FeFPavYIzM5smNlU8#YtJ6xM_m^U0fi@~Ig68-psBw%YMY<6p_vAfR_ZhByzyd&4bWg&NWTCam64Ir=V6Fk7=(koz7?pxfX%Bu zrfb;w^eFoG(o*D;hK&a5aWgN^)35A!;+B?Pz^b!h9EYg;(kJtuK8J%OWXMu=7xK5n zkNRB?zl~gbZN2*WiA_DSX0jDOB)ZMPMZUDgL{zkMmM6fcZ)#&^Prk%wMR+^@QbUrc zK8V+1KiD!8LTEf>{A6LnD%WB1IQZ76mlE)E8FaIf8+jvjT%&GGbj#?b{Q}#QD4r;Z z{ex+0m^jc&kf`0-Y5f0E+z_>RUwg(*+Cr~0fem%$fatXd^xxW;(NuVYPR`2kewG1B zEGkE_&HOPF^FQw$Pp#ors&=dQ9>E>TMeh_L6|j0z4EFSG<=dW^mO5fR;g9Q_u(4H8 zDXtiKJp0p82Q8h9&S7pS+C}2fa`VX`12-lXgv+1+o4|P1XR|_fUtF~Zbl)B4RSyio z2(7&@_R#b8Roh3JIIi-=_O(eSxA=k`0( zgZm0xZPfOBY*T90(%cx<4dK<`G1lOwq)}rlLqr@@M`x?5VpZCS#=9mYC2DaNT?o>h z3IzVDU7#0U* z_g}7-mZ{ja)8+e{(9F>5!O(QTw_6@8^lvRS?b}RN#bHzI4G;4 zkRjq-Ltp5T42tbT;iudZEUHAKGtR?6d))4^#0@e|pn~7us?PuKtB#w9N9=nE0+$PI zhNIpVI$vG#X#*z|5lUC>pLXzlRvkYR2ZR&IBigV6SNmniOI1WUIELk{+|!qH3OS5I z?u!#vT2>(DaAH5-Ax1uh3^LxM|KmdPc=WGpnF2W0v+ge@m58~brAQ>~9z;j|{>w7= zUk6oKpcS~IWTT_2%OOHFOzH(dIDL338FY1|9ld~uT~vpV##J49o?p$dz$Fn%v~uJG z2y?4^L#5enaU_@aAcPob88zP~#XPGtyf6^%aR97Uk=H2s`>MOYNk!f>#AHR-$nM;2y8j1+uUHyd zSI~;dDUl173IF%)f>tX}W&Rl#>UI1|)>a%NWNo%OO|bh9M!JMMLm%B87Uj!kJLcB1 zN-Z)yS!r}A!84CiB;&p1JSk6{GQp1nED!Bw=UO$H%E&0S@+(B!ws)0H_GvB5; zP}sDg6gB7@W@3v%bUn$BIM6S;@QFt}wgR^-u#kfp<5K*|t$DetP*6Jhs{!G2&cTEh z9|5GiH;M=|T?Pw=z+TBsCRRn4S zV+QwS6w7#D03UtRPO2rg-?7mC;4Met3!+84Z8==je0~=8B@^YGSH1a^s7pEqyoy}j zv9Ql%eIG4|!6sZ*@U4f!X^0D}q@-%E(7k`Wu(Yg#q%{r{U5Hmrzws3ng$CLv-#fKD z&*Hy$*7uUf@?vP~5$mj8o)FTEQ=BbqX3K@3jfUHc&>Q;ewytaEKe5!gZ<>u^I*38= z*z`=+sVvh?>LFnYJjg&|wCgSqwb>lOBwzzpGE)68S_tSY&Dx#NsPy)cS_`R2=3)6d zI^e}Vy2#}mO!dkF#Dwy*ymh46t4NU;NrNCN9?bLVskdQ59*=3;j|XVUq9$gZ=1u=` z^=u zjprNUew@LPS7Tx>ZcAXY@unNJ7$`G7Tg4>+^4V@?|9!(KpEa7?CG z{b^J6g*-k@Es7s+iOyXP8&(3Qj+)P^$Gy*;>4wys6d<|>IBrBN5@mAVJ{r@rgK8|= zKBpQ#dtGOb{pS_#@Q>XHcuW5LyyP2I7GH`)1x*l>+ox|^&^#ISD`4~pO!VrxQ>gd- zAfevv%Exf^tM%a*@(6E@>BYy7cQ+6%!a%*HgCU-nxVpPwp$>v-_4fDTBHKb8;DiKt zELChfMTC*~*J?#uF2I3)7+R*ApSqtX;lXDW4}o{8U;}BIo4=)Rf=ncOu9;D{z91|Z z+@ck;4g2rfC#H~2;Wrd$ICd_-Sck^B|B%lzAAfAUD@KLUcZM?`wQK?2wH{>JChots zkw5Cglv4X-Nh6-GeRCR?!=7xi{j-hS)yPW~n3cUl3?$ry$bE9S{m+M=K!;tSXM>@< zj-b~QD)wb(z-F26wI}BKJW1`!Xe~a>V-|?`f{vymF`K;@gAI`2<4926`so`^rk(rN zw>v84M0ACo-icWKbXbF$lCq7DQ_+tp2KL=V+Y^t3ZJy0`7x^FOj5j*IA|YDf=S}oE zzlb3wn%I}aVJBSG&`53fNQqGX19Fa93rtr=%ks4b2cD+%rH04)a*cf8(#s)dmxND| z2I16GZLkxq1UMCk`w0%{QX`goLCmKe#oM{~b#_PYmC%mLTpF0yF+$)V zQ?EOgHLI^x$ekHOXFCwX?l4NK4&S{^po;>EGJ^Y7{cJBmtu4epQZfd zF4%fq!_nc|EM(-b#>ew3YE@mzP&39Q_=i59QX}!LNI`mOP3S1B?!`FFvW{r?sVXMV zpSCcRcp~gjN-*krarq(mdZeuILvWj)b5f^^*+2fvaDN>BV-8Jw z{Z&6D**O-}ciss(G<{ra(TnB#_5Q)Z{h>I^z&{1FiJlnX+ zyyfM|$?3P;YL9wcJ6Ck{yXY;~X{TWTd`-a3<_G`we-AB6XoDW|xF@HR7*J;2F7{hF zTr69P4_Xm<{)n^+)vS1E@^Q$26C_qC)pSd$%6>8cj2gf>`ZrN?DYifzMQ;% zBpA@vq3>d{ekO%)6JLC7DQc(i3>*0J%XdFoK}w<_+-*}zx}ZXjz$kht->Xpj|JS%F zy@E%bd;^vPkD`_93N5Aybw?>1}BQ%Ox{l3{jh<=k=Mhsf^qClD0w ze)z|Ks--BmF+Lt)=>$ByoIUX+950EOP=+5ct~~ZSP%n#~8yc3nEMi?cexM|RiSx1z zV{CVJ5Px}*)GDSBeKRv_nV}Mg_v-qj6ux=JJ}7S4nn8|Svizzvm3%u>O`aw@<8cHu z528taz(zwl&>Wt65Ywu3hXTtKU+Wg-a(ZLLw0K5{vbB&n(t8m`9rS^f=4w>APQa6Td`7clDEf zlvV%!vihlctoq+w0F{L^fk)&DZmo`|cVZkpS5Sf@2_A&Di!jl`-8Rem$9r%Ls+Bp# zduww~2um_y`h6fy4blxB+vbJ80M>qscGAwn!L1<-*C2MI>_< zNYVfoKHUn&Yx*z=*NAyJVp}weD*{)UTYf*2sS6p1%??fP93_?YjW#DQ>?ax2#TFF* znUYcy-Fn{$bYufM)nBb*!1lN5ptK_bKYJWbO|}Tf2E_*6toSEFJ%0K>k}YN>q4KZ} zZFSE}6YoA9DY*I^v2w2CQuxyG<9s%)hu=t#->W5oVC_^8e&9As;&1%zy9uzT{%i-R z@6Jo+d=UFe4#?J-G-3(qj^BLZU`G97>cFBS*J(Pm4!frVD*giGyH^>^M>3uGM^JLN z+NSOHeQGF7Ng^RCVFQLcdCkH=B}#`;TtIto%ph9_w-;M-^>=WRkTfr>eNZ}NNWX0l z0-DsHGO2PtEtT;3i_SG~$!q%Osp3znGGzTL>Dos+4~sI3FU;GOY(;2462u2?e5y6B zD^bap?1>IdD6FKwMx=zFoTrTTSvIE!2HLNQb@ECTyj2c4xqK*JGsuTBM!?^=2}-`1 zBHKl!PF_rt70U4cwhqR}-xrhIXz683dJ@=xF zUTl)k+P5L`|`(<>rplak2ZMe85K05QAKuCx@r!Oh8z{eF<1 zC&RF}Pg$gf<2=5#duQ zN>L>wrTUrO8)|;~l0BHaQ{UqnoDVx;;va;6`cNbi<$ILOlW|7V4k96`ML!aT{wC0V zZAF`|A4C`9CPw7rK!xii;~^_|XwXw?a%9L(X{JGobqO6C59bS`*OBn-*RRzCH~WV! z?GI5MU?|d|VJlppF`9m8q^#f;uSVhyCZg5Opd_)Wf}i=LB7?`<%9A@_F7fos*RL2y zr=Ni^LA&46r@ty+ZHV&Q;=;(q(C^B?6q8`L%YtB_dx!{K^8R|SR#Tzp$-!VRenL$W zq2?W2$zoc1QizkWt;9yT>T6r>`-DQ%XGRwCijju&+e@Oq4Y|7Vr(<7H92O8;dZEAl zxTmM3759$bJXOi;72YGl-R5u}06 z)Ege-*t@&6Xtl3eoR-4hNHy84_rWBHu&a5XqwNe#cL@fSRr*qI!p!}h!_!XR352TH zK4~;4j3}2_prKJzVSziUP0)ky8=dJbCv<`jZEAR&Z71?55X zd0n6~DktugUxKo>n2EAm?JNDEM37H%QWppA_nYnz`kF`{aI)NXLShm?V5aZQ)>euW z@ciU^Pww}a3H8QtCBDQKvt9`xp0SM`B%ymXZa;d?*UZ1bCBaaEKdm;lLjCco!F##1 z!L2wC(2BFI^D2Dq#vVOjLE>36l(d`uOp= z0>Vo19HwkuC^^Bl+Y=bbhN7jo_WVxLnyZSvo-h19<0fjKxRs-oPYoNzo1@L1yg=P zRo-HXh#7S~(OyEQzRzQ1RG=bnk|CM`T^E(_-*cGVAgZLJ20%W|s38Gxd|ARJ0PiN) z6bQ92At$_-$KR1(+G_CzMW3l?W&fx~=e0EQRk$EQsw%$pv-7N~YJa5Rni)hx(#!@T zxdf3l+Lzj=rWD{(m6o>pDV(cC?Rx^Y^LDuW=K45r0kTJqyb3-zfBB`=9FqezmKyQm zPwRpp**zOuDQ6iFTXF|Ny+9GXMBH~-tq;6u898BZ|It;QqM}7iSRWEf$uC`i^*!ZXMk*hm%cI&4rSDO{j8{S8!V!xWlBwXw>+35{13!#uVTA!}wsLQy`7o_l_)Jy9S=Lc1d# zK8KlC=>>>ZCh|Y{`)kcTLK)~8D8!a@;d7MsX+PBA?`++uvQwCKJ}P_yEqO5WX(=&gkF5v)4)VU)jI=!9hd)dIv12V&H2eR8tk zWpWwVM({Vofj!HC`W34DZ%RKIFXRmgibbK(@8?cVAmoYjV%z0$u9l%Y4{29yn5k&g za##z5VZLkBg~U307pGhHBpDb=LLY7i3zMI=JAe{Vvz9>$kF9s>w!a8y`M<)@p~>Tj zj!|}W&=^O_Okt25V=d*PQ5}8FZ!4j%M<~P5#8@vbbRW)iPcl8Wh?LC-1nxTS^K}q; z4^J2d?6Bp0?H!V9{>0>}g7WMf9qflZ%_qV@QP_3)Kr#E6DeP!qEd;N#lUK9O!!s zy{kOAa=)z@uW|fkj2`du+Ov0p7C6_X(O+y!^6%;MzDp9Q9*d&By%>d>W+b*HJ)COo zQ93Nq$PF&}uMryNC*r3K2s#**Ev#;56vaQf?r6{q;N_vm&pBHsrn`#2Jsqw*!TC!! zFoA_ExE6XU1L#OpnB!~N8Jo~=-@b`OnHw0CNOCgsmEl*rDBtMZwF9+JU)rk-TF&{++f4$qRo#j^n{@br!V_@b+edm8 z5_RhE=Blp-ZruQx4x5q(o&VZFLj$jRz~}4U6dOh7KIV#UE2St+;>eTS?q3YYBq~^d zNL~L8{Brz~smTBK3d&q3zS{4art*P0Mwv{@cnw<9lBkT1hLrN%k0ifTqi^$e8H|az zQ0bnqgj6@XEj|VUyB?lg=|5)^*MVms&uib3bRqf9x`Asc`rzT_j7cv0Lf^nf|lgZz1zrz{igKAA(GKEB&PF zyM%K-JfKke?OC~G7e)U;*iAy4<^@}mv(}GoY1KkCt9Ey2m=>lvK5iOGtGZHe1)R}- zkFftPfDWyZ@ZTxqr3V8PP;=rxo}g-)(w*uc6@!M z(T0KV&|>`oJ(UssW>i>M$SvW+8vYSu@3O44S6d$JH#n8&HEkC$T99-Htrn~xhR3w5mfhp~Bkuy7(BfII-hTuKxo67CXNAL%!5zN!#oY9w zMHgw-BJ`tntL4wSTPbFiswUYT2X!zby#f)kN!rvQhsSV3m);oHdPPRN3hEqXm5-m8 z5nVe53|N;(E+B5)I7%&D!_u?f_jRNhEuTO+WwoZP`B_oog6?JaZvCYLcDvgVeVJ@>cg*j{4nxwXN#o;m!@uj9KadaH1 z*DqUtxLxQP^6R`ifc1;Gl|6KvNy*-{KiuDNi}u>tkyr9I_G?A@MhBXFmoBb5vX!Wr zUf_F?^@ab=L^`yz-sppDi`nn}<>H#$>eOiy{0&Kou@(&rRC6)`k?9eqGFE z4y0$!sHZFN`UY;s9n|rzt?TjIe@1i?Y%P!N_wc|)@uek8uD=sqEJ+WW9q3T6=Ys~( zQon+ge#aLWlQg63hVHAbu3{7FG=Iow@{l7x3t!u>PbwbW_Dp2P|91EzJjo}7(Hvg= zL{3t3d_K_L`DAqBd&t?tS|lacv-r&OtGD&IEtK2+Y8d~VS0&jS&KQ|WAgg%qL4=3Vf1uj?8H4Qwu62!Nn-REQ@-i$~V)f`0 zoJ!<%a`K9l38jbe%e(n8MwHgLRWjc~vlb8u={v2IOvO9_^$}~O)|B^2wp7kS_NDX?4AJ+ zMQdx^km59S5LEb$`AZ`fw=%QeJrc4cV20KddI?YEh9`{_{q(YYKdaZSo{EZbmwi@* z*m!NNhd{Whi$fXW@F1Qvk9c}TsFH5rC{ZL`4_ew2Ud#Fw|Fs-^Q2!WYxy5S>!pcfs zvk~`=T?rRzeEqis8uXgQ23Dou*{pUlZ$b9Xv!Sv6XG}bJx}t*Hr+q+GCKXwgDg!+r zqf&f?>~Ri40UMlux_CuABduv4MrSK+pkL&{GXFE$cQAL!t4;RSgX-OQk${;QfH87xwMG5CXuOd>d8r#Y7 z@MEtU)pQVr5n#07f*ZNib_Upwtz{2)(Y^-W=SB2@MKJ`SPf$CnuqulPgXdvfq$^jy zL z*_dC+DY%8+Mw4*TI=*uw&X^DmV>Rvxtg~)o-}mv-&-A5P!3(h{nHuDPV%< z_if~53uon7;6sqOQIOG*@R6lUJHt-@K@|MDr64?OZd{?QUkAE;Uz*2zeJ>(jiN0Pi zWGE7`mDoJ*rY_ALE}fCj{4LQYrrUA5qhg}Ne{?hpuu2u9wa>O+Z|345H<4;hCZka} z(8J}fhY$ptumf;I|L?}PiRS=o6q;z8tGyVA_Y~cTt-GAbjX*$L@+FI2Vg{RrPm@FX z(+-^G1s__`3bMx5aFL4JmGj4MRIYmnbHy|iZLL2+ITGok$WwHIUK7?K%8&XiGqX7C zKmpf%fGPSV;UYWeXr_?O<(Nj{;1i z7-=iV!ntO6XHvI~k(Gx_{@xn4tOM)9NW`rtU15JJBPz;YC90N&);oxogJrUTh9L`h zC#^sF8o1=4jnD|Qq>s|{gDN=QTO)pgggy_XO2gm^Z{ql5lx*wE{dbqeyA^l^OL_br z(aB!Zjn{h+U{K3UzO#NMh?HCf^@Ix&^)fOTtbfv3^Uq(V2$~ZrLDb#ZHKAQONWZID z`Tj;83OIQnlN4ZO%b}+d`sV zUGi~U-5M2Nsz3h#R^8Ypdio|v@L98G?~HWfubFW184|=4AI!K<$T2ZGK5LR@SYHDS9eV(SiWFmzi zr!1Vgn}L+RDfH$G31T^3E)Tp5TUi;R%fldQ-P`krd*`9|BbS*M2e}5;zM*R@4g)=} zo#Z=;0fzhO81SZ@LPRfFZl0YfU{)i;FjU;nZJ+5>^J84@D)N!bLiDtfm7&aqZq%LD zVK7ta#GN^%!-fXgxYFWSoHHC?DDW9n?fFnKqUH;&w05p)fE)df=~H_XZX3ARuA7g~ zdGuPovQPIxMekTYk}TM4wPko0W?`b&K<~fK>7!La9AN(I&_s`rJRE37MesA(- zl+mFLEk8g1v4R z&w{&)Q_An~gFi;mF^`MVve7n!_oMC`!Bi=1hQLP~8s|>^U}A7L_=UjrT$rlE2@i8DiUM;=7?Q z%a<_kb&Q?%B+yT;B(?sfWWf~f2w$N zEMIs{w#=_vtFo~Xou9+-1-z6x(L`gOUJah`;e*2$_wuyr+-8lZlxy2=(v;rfu{g~` z>~Qoqy5=_B{Ngo?0f$9ZFYECJS#*_V}PGb-7?VmaO(~s$n~oc*mrkRc0&EAm5#!&G$e% zXXi>ZEu0p}$M)-sFa~+VUtd^R`r`YOqbphR*-vJ^-M9aMAn-V`04?u^>TCo2LYN6? z(3t=lbpGpeEK=6L;Sa|^m$iic(ro}4ex0yyk77(Xtsi}n^}D$g4}D)yRnr;|but6h zr$ICb(fhckxwPH2Sco!kGXJ>nrZ!J`fRn1@W8hfy z(eEQTx3+TozMpR4bjQ@h;?;jH8RkU13q0r;J`SYg{}WMg{Y&eIBqhlIHT6d|#d%mc znC#U3AezQhsFSz9v=?ll>xxkr43h5yD>v4DaeWjQyV&8YfmS7Z=N?4gtYMNjd4ASq zCS+WX#!gH`6xIi=!iX~AV0Q0b%5wJ@?+JF0PP9Af7Rr4Xs5Q)kCG%{R>qsvrvD9p0 zy&AiG7Bv)JUwBKu1ty4ucHyd>@({dy{}F8ggyb4W@oQlIke&O*c`%r$!GX+vo^1*& zrglL1O^Rf#aJ|$%N}6M=7(Co&4Q7BYaS}`IJmmAtUngXlSQ(an{mAI%b#L7HN&X~f zE94Vh_fGjZB_%^-tq10ts8#XPWg);k<+VroM)tn*YtJ7kZUL*Eo;BIn7H!3Q^O!ku zUJ-#igVyIW+}OvHuRx8KS={k`>$Xcx)hCO90U^L^YZy)Z-NYuq67?#Ih=}aYp?}Oo z6Ni?eBY%rcD-qzvao|8Fz;j(e-(z8LIpP(>7r5wu_;e`R*=)d(hwHBl%k;~KV~&QP zB^C_=00OK|^>>H8r;_s9Cx|A+V@6R~1zCRJv*713sv-DMZ%t9FU#9aTv(sCiEUj)^ zaqmxr8CoJH)si2JyJ8)ms+Y98y6Q&yAyx(5%4WD~bl}D}n-~U%_ZYzmmpgXB2@U7D zUA%!I*BU;Bv$Hpgmj(&D*il6EFEW_s{y(aCdjN>Ae5BQ+Mu6?JBDH!UxXT`>gfsXZ;?PL|e^&J)-(DCQHxD z2=BNeV!6<{+qYa=H!KaP<=oLJ<#{$4T(#!Z4w|F#n(fF-xxF0@%1DrNx<9tGC-GDc zOnD6_FL%45{HKPX>gORN7`ktY$CY!x%6HdB)a<*^i&v@rgMj?M&bZ|$7|J-&wLy^) zduR#Q2!n>l^QoK1E{vPlg;bKJJG>CK!vD`{Hfg*FzKevSq-)4v(h*Ymkpr1Xw#z@? z0sc?@m~49Mi=w(o!;-dNdQHN@He$*f{2g&JUbOCB_&|B16gB#WU)@sjUPlT%d%{^h zJb>xD?t_T<1!2;0R;MkJj<4b0vT)b;(#PcWi-jR{H$Rq7KG02)VC&4y8U*qZ^b6xH z!fl8wA>sTKQ>^xdT|fL`zx*0lik_^8mV#wqO~TL1q>bVLQlvO^JImh^CREqS*SV5; zf)4c!0gjy1A#N#VY%g+%(U0B!NCv<$tJ5cmpbuNM&hxyZe3ZqWsz)z5Ck0Q#1GV>PxMa0si!Va%xnCLjT1+|uYJHTWgW0{~AO zYg*SEp~)`1S*h9k{UJoMkHw=&rUp#t{Rt{e>zmNFszkWnbq6 z)Z7zX?nnELvaeH-8s-c=lvV&}(WHgDL)x(%b4Cqz$Z-F5OQ}G)iNw)^A_L5fpvB;6 z<$mq+iO0{oxt3S3=LEAGeOSDfC_9Oxjh9^a6*fKz;s!e2oX5T%yrTaiJ?R$wf>{F; z_-#q)-udwlt9wOOvkzIzw=0*0Q$fiq@gAX2F2aU&G56tkfU(-A%s46`az#UUJ7G=r zk_&6H{x4qN=~!rGYS%xV_KN;^=y{q7g?#Kr9aq7XR1yAVTk(P3Vm~H+_qEST86bjp zL5ul#`1$kKVz1S&*kpI}4_9nb1wA=f(~~yr|A&us0o{Fc9ei-5L)&;L$-FK zs36R_Cz2)SZLMpRvP!x&8%iE&V{5ZQi;H1`Ocu5MlILfkK-C{EtGyP_t8tly1yyD= zE)`E)@$L69?TKe^D{Js{o&^Z6@NW@V0)*U8*^q7*8ukXL+Vzpqi6c=2mWdfxGboSB z3Gr6}EBc(xmUEySf%A&XRm&_rch$?^LlU1CjdsqTgq*0cxB{oNP(fb0E#HVDU|Y*W zY@ejPof67DTN8uwGiL|j_nl_S;OCr)V>LaGm+6&~Q90b5BJQS-AbSGlodbW_js8e4 zx6DmPJ;6#YpXcj!V_d`!hWM6vMlMA?O>~};EL@Vd(!u1@&er z=O>}0G8B`3>wuw%Tvp!2j)2>beLbdrC-3kJKB_vP35D^Avf`oNE^qdTdCXmYE%B|Z zeDAACP0P&YewZtMv**d??^EAq_-`6V(1mtSaN#?5+K-tiIn~#-jI;krIL$m9d`IXQ z)7fi1g^;l@XuP*e`u{{L#KL%$cT`U9i3F7RWNWR9>wr5Ig_W^B(e%U}N5JJfl;E~| zQ6+{NVgG)@QYdLJs6RYhC&^lL(%Kt{daWby#901vqpo=6U`j<(O}& zHuN2h$Ium=%DZH$(}oFT^jJ?qeVj3DHPVbUCUNIh?2=Fj}l=J zRu&GHhT|VlsVx{10U}RNOJlw}v{6ZiPMR_pn|!$}z1rjKnDd8XYm&wF6DL|tjc79y z_cg+|zMt~LA=bnw8cZL2!Zd#Fc2V1RVk0*GV%4b)QAr1a|IUA_ZbAV!6Hp0AEI_Ar zDy%fW$7f+5)smAm&}n~mPF67)P0EfgCuji%O2zFI8uF(V`S?`b`50TCG}39^*CHH= zD0shS+mj@1-GtU!gMRP@Nj>>7X711sieIIqr$YYlPku%ah>In18aT;ZI5OU5@{*A;s)5|15C-_sP@gKqtE2(KkyKs7@44 zc41#%frA+ITW*L(+I{{4lJ-`P9tk?;2CWmXM9+5-sUot0R|SpE0rO{un?!(9@tJn4reG~bf5NYUPd9x!2n%_2LRTLzvbG%u(X(v0!0UV2jNmn8n|Qa z$*ib9iM7UAG{+KS|7c?$7!BxNlPJSp);s4nmG%D4#Y=h@dd`=L&*jJ1v7`A3n}8zN z@iEM*Sbc_xj!p-7T_A`Mn<+b`mPu6~^!VjW?>U~TG5sleE}}nT5T>K_!S8kmoh;!N zm43?YvhW&aN~0shC1h>#;9zJ{gs56H6O-!}V5#pIff+-}t(8OASZY9+isa(xYSg%2 z^;+3bNQqka9xHkMo`LG-6EWGozSSLIg0jDjZu3lRZ)^z5vQcS4$WC2G;Z8hDW3`%F z36_dC@e~d>mD3E9?f7O8Ztx6+_^uCjH0((}+at0quljC}9Ac z9SmlpJ6jo8jE|?SZ)@$VYiDll?Vp%BuZYOPo1FJVoK+CO*N2P34`=@_ISGSqZIh4` z-vkDcK$PPC20)qEhF+yGwg?=7Eeqi|d^}DXe#=nTC*>YmX1M$%GW7^!`(NqNoM*{@ z63$xd=4JFH@bt^XeAHJTj)GF&*$iWkHwOev%mNpw*@lJ!)O)66;6c2*okLbSa%OSx z_)X~Pw4WXAd$~OfnFDNXHQ3rF7BCZLh1s@CTMZdA1)RRH_(s?7`p}Zxvd6=`k;#B0?Bc)2=Z(Npd zHC98DEvGf>bwD~Qr9lnY2bKe8^Gb#w{vzP^^hvKIrdKRLPCF#)q+!@HOcBnGwcQ}iQ0@NCe$p^g0=J255^rl=~WW^g9Vd!22JMRA=NXr=>22$^Ly=9QhO z`TuL3XC6Q`ySI<0`gOX~-q6V*hTAe7oG=JG(yI|_Od%TU@tHMV@x!U{T6tAFJ-gay z?OjcOQEBO?N9$2z((G%W@;&2rU$xpi@82Ycr1_ftdF7MDbkax|Rh1QZOOB~oO5FzM zRZesX7(aAQNq(DQ(B~ZBSfZYUtvk{t$ux6;#>U6za?tXmui)V(-B3}iyNlzJ;ARDv_ivLim01IsKE%Nq6nRJ*F6--Y6d<`A@*yf;Hv!fN(o#Ozr$rf+ zkMQ`&$+?px>+L9-O0Ag~NvO75K29!AvDs^W6vV?4Xec5X)M5x?$#=z%b{mt}OqYqk z0Q!$|7i7pNYd6`K%N()H#D1K+($iym0ng& zbCy;*)0A9>>mAP$qK&Do1--D&eMh73F~O}?*@C=x#GyXD7H^lG!yNc#=6reR@0FZ& zWS7z(t*30D{e=%M`yOnTG4YIahg)uXPC`s{qf*=;f60dK%CBm6U`!FD0Og9p47}{5 zmhq&KF|$8@pF4afe%Eq6rD6w+*53Tsg)&!7eoN7a5Ghxp74>AUkSqE%otnZZ)>v{& z6^4|Tf(yF5Cn%_T)Fk8jdaV(*11J1Cu5F;8#HRgDao>$6Aw0Yc`OdyB>e0Cr~82noB{=GGsRSj?;UN$JK9=RRY zlAIj9bd4EhLpC;QXgP~k7C2ulf&AVmKZP8&BQ-IAh3auY5YV|V2m|&WD`vN3HDM8( zt72wa3-@`eB%PxtP+qw3@kv6^f_*IBIwn47*QWiOV$D4NwuBQOfZYL-lz_u;*{Vqt zLg*0FZA`}Ejf<{hhB)C}pp02Sy&ye|3{3AXQo>}3Y3GCf$ZJQ(T+|tybk9Qs>G{9H zA^qO}s<6W_qxV#uC(vw1h}WUgn=lv1XK)+*eq-K3CDlEszxGvDB^Jj!e;`JE3nU^b;qhDPV6zC&Bt-kyzCw0ldWBX7 z3$)SbxjXW?l|1hc;1{MEd)(oN*|@exm(v4&)9#;~W+}_dFrOXlG$lSfuK!`7HT>eb z)k}>lMZy9#B8`#t(EM1x_?2IWy=~*$<$rl|=6~Z>)DwVwXHeeB^JUa(>hL7dL!13b z`wWyc-c89NLBMfQ%oq2dSynaojt2Q}c;7Z*TQ`y;;wnyl~F*Enh*T5Z#pj-8{|Jmu^yKXMl z(M!|v7fq5WrmqDK==5s9sEhAgUBJ`&?}+^0*R!x6bj-Vb%x^q4K%HXU&Va?k)647U zSvag}{g1-0@HX-uA9$09XEhB>Fm=DRg!pgA7h^h%HfSJhIZ2u1qbsr8evK|PWP*|; zoOOg(n*y4(4<}b55Lv{kfLuoCf*DwMGqt~jA8C66cDI!lP~VyS^3TzG`2-{fnd#69 zN_=V<-gPvhUnOV<|1ExF8AiyJbIBP`5iHkdqySScD`&WRO$yFJiMz|Of7M5$%Hzbf5 zDw^`u{Rs-nKtSQ*i}vzqswrKKI|=nEZ}!b)T3~LL=9~`& zBS_}mrL}LwZBlCwt29E6S4WBkfClMu{H!zFP_fUqj za47~I9MiE;hS7LZcQ9<+mtCt>8 z20-Fa^g{+awQ1*4Cy@pqMmGZRB>@&r-HOeM#r%tBb|f)YU~F{!V=OB)qI~E0SVz;9 z?lEf&2KTAYCJyR+D zQl8|A^oScAYBH@=g`HpMx==6_Wg#4E=gjxG7!fc)DZL!l#D0wl$7xJX4xXMwkUGuV zz?L8g=%I}#i3zYGUZBCy**vUjqzOnbpJnCO>BD+IRBFs=7IEQSgp-KAD{y*B z=UF9MCU(BC3@|9Cj7?9mKcQv(@Mjgl7?Ah3ew zKi=8X=ycYBM*dg;!Q@*?p$4)%1emb}Yud%RS-xGJ{g>I^0)@ zLrzG$ih3iQslT_Xrc-xKUEfp=F*XtS?FsH<`X&i~RMl@u@O_j=~@jS`R0dUNJhyD{Rd<0X%ej;kW_o(Ld|0>fbEz`FC51hPOSa zhnCn=!4Q3h5j2zW`jf$2Qb6I0MWso(auP#(z}_7%d-vuwytS27SBrml&67fZxb7MO z&Z4dQQ8=Ng<{?BXvYCjxCOaOelqEC5f;m?db4&fX52nB->Tc}m`r-Lf-l(LaU%Ht6 zb1pvlXRx*x1%b(bum1h$IpC@u4pP=LYR}1zKWmZWd&s=d4(0Xt$$zi>S10`M%bST} zLIWh0GRl=rg1Ni|Yhq%8^8LN?^8F_w9NwB?7M+JVzaTfKpc8qCJ@sro7gr`KCxp5W zfK}77HoE3JC|oFRs_=Up%5((QJ*m9qx>8CfI{fj0wDv(dQ+KmxH-cm={`UrR8fv+` z*RF-S+Pg^wnIAbLvSg`w&5I(|ezRkVlFQ44j2dM6KHqN6@nI7d(fX4xl^O=I8c?J4 z)HKaN)bnM--Xp?!6>b}&0yaBV2^uLQ$7YZps7pJWvHE5Ky6l4HzSM+RcOOub^huJ@ zV@dCBZignV6s*_UUZ{g1K5XP7foOZ4b^a$m$3I8hG;+2onzucjHrKijY8#UNxcr$- zeq!M6B46*Yz!FnSSYuS#m*VmMJ?>cZQ7vpy1~JjJ<1(SG3pypy@8Q5wUpZLe2}g0d z2UGtG+gcoOCrL`d-_MG31EVz-pNYJdmChN3<%=qiQ9vUhpN0-DpMM@WL;s;`Oo%%Z&}_*>qf_Tc>Jz22-{Oh z7&FJG$=AKkoeG8a@GhvsxAC#fFNn=EmJOuRFc$YhUS`3NcC%@wH=h^n!Pv>F^D3LX zV(cy8RxoEQ;^E<;HOs(D_=0y`ejn_=g*gEGb`2#&Giq@|bAlG;vmBKAo~IDF=0uJY z150l{Y&j;uC#Ji=&T`^jG;pawu3DlXFz?2l ztDKaIAHR#2+lf%eqbSI@52^bC(M^_R07Lp@$u2H!^47DXHg^o}Ino)OhTpnVFyhcT z>Sx{7^y&rMSX;J%w=e?IVrUICfhty0pz{EUDgtbyu<`SN>Ou)UfI$82I^nQ^sWh{{ zurRs~s=;NJs&YTjhW(+}YoR-LPBRRG6RuiFd*O(tUdzskcAl!}xD#kN~_NcS8V zv-rf#*LkgYY)md)cddd5jha;8+b-aX!loCg_;kX_1F@jjTTWo8fzcfTI(Xo3o%18vOaX(1z5z@WJe<}8qXSOd-$5Xphc`?G7^fE0KZ$- z-s|Vp!1pc3PoE@jrkoxQ({q#g*g7U+Tr_$P$_U7vRT9Zde`8fO9+u#uEZ+n>NiO5g zePoHLs<=|DH98ye>kD6XgwXxEz&4DPW3Tv~xAeG-@le>Vl$Pe4>oJ}6=6~La=v9sr z=Z9z$^^{UEhN2IuF%)pm#l&b**tr>Qt!0>F_~|CjD(MOd)coZR+4h>VRc?7_Io6Lo zzEBLz&61Uq8q9pthUr6Qc5uPhmGXfi)9TewYRqM&mfb`l@6VT|=}-BW`_nA37gU>& zayq`XtgO;!ctcT@+yO0*C zzyCzN00SEdH^r`2##<4IW_Ak?)g%j{@arxxa!9S~3zYPlAMGJD6h%P$t;8rQQ;8iR zuMDplRp~3VYjlDu8l$G(`$D1xJv~Fdg(7{({-W#&j~6Th1o4(G!gMqs47Q_x<12{( zchXFya*J1Q|A3;tv&AO4#$~ zxIxFup;?TXU%@JvQZQqvsnu6|V@eV@cljX@L?8tj)VQYyR5pm&u2V-{fBYb^o48n$ zk8DaxoEWyDWoUZ#9SnKr(Pw`g7mU%kJk64TU*%tlC9r|@m@F{~`2sH=pg3g)wOZOQ zTBlM~9k>oh2t;g`MO!n=Cp}-;IT>3)Vc=91ic(ymSY9jyhB`N1N{_0a`>{ZZv#4stpSN*H@_wNAI2n?s6Rr2*9Xu3hM|Emjtmau!)Z*yj^MLJH4 zblj1D3iB;>*-Vl3?_kp|Jw2fDTe`8$==m+)Y#pCD;!kAQhNHrV7es#2A*Swd6=~*i z7l64&#XviZ$S7*iI-Se zHSOMA(Il$+Zt>ENW2E0ZFm%VA37C18k<-jpV7is;$b|J)@lqkobs=9g&{wFZSm&N$ zV${|yMYqd9{Nx>y^;I@DQ$hsnegR3nc2S?#jQpnavL1dWTp}3)fEO)~hkB0-FcsGR z+0@?|?&6y~po!o<)KRW0;_o(IO>r@kjbnMd8yT5~V2T6s$2FUKMyUrtov@azZ%XyfV6^)SPGZGp3&hIpwQ%;6hCCv5Bzr% zFp(~P^Bc{$KY$2uPPB_6H8TSZnfw8#1KWVW(BbeZ9&$&ct=)spwF(0k`uTM%&hpY2PlmUIGE($T$JmC!(e4Wt4fv)d zWH?tROYl1j1qum@PJzJ{rhn{UwsW1Wc>NQ&A9*zm%vxRJLLenZ=G@)-wm1A+D>Dej51f^_yZE8B*d2p_ z9~xM_5ic)Sq_%VvPd;WGB*&E%eA=ozaCc}UJ32|0TK3C@cHR5L@p0d&Bm9Lp{l=`g%>Gr9_x?U$ zZZGL&TdGfZe0uExmxGKpLi2$Cza#Xf!`3zj)p62)&3oN#GnndLp(sfN>aL~LO9@3& zfRQfIQo1`He2=opfyk970#I{FW%(V~aF~iCFw5-@ed{=YOz42i70jJ&O(qZ~aI-CP z{hTI6j9uYiMbm)wR&F$vRU6@5&hxYX$&)3TU6nqE*;hR{WdY!(y4q}2^w{=@5CTkM z*3zE{diEQ7SZ`CN$mT!zN`q0`6x64tS)_qgZ6kLxh_&9k~Fe2|e_>@e~Vpii%0Z6maRB`EWJ3N)xSqx8V#2 zp;wPEWA+^U2KhQE*AGnl4ha1jWURqI^prj;A&oVH8Zo$H<|Lu%aFD=#evT}N_eF~` zj06n++o!laX_pGsQ;-=}saceDsk&8HIfnAGRAi=&)%&Lx?Z2)@QASp_bB{|q+Ri^6 zhB&@H-yi6HcS!BJ;q54j{~-XaUi+ctq0 zQs{B2>TO<2B0v~>`Qg*Ze;sv)w`2n1Bk<$fMecJHo)m!ipkr-E(v=muy`#|IVe+(lqn5T7CCr9N~PcH>*?bkK>5p zOS}a!U_!;?1c2w;55!FXVwL##`O%ToWXq0xF38s*mwRVB!rkRV32Z%)6^R|D&u77# zEkg!vF%-O>cCUR97o@t-j2km<)_aNTcn5TqUJ>u;d2U136b}9bGo!qdc{q2UnJy`0 zX(Qefi~y)f*lLbt{vrhuM$7Yp+bs^O5B^%vl&6cZ@gyiY!X3GRHB?+HAZ3HvkD7}s zytVm~!A9nIahA2WY;*quf5MXod}#U`A0hS1;Mosu3j~XX2Hlpq=3=vdXImclMODq% z7a>Yb~gBbgO4m6Xr(|bL2hPWEJh9@wSL2pP{M5Qnr+AYFBU)sieM&| zNL;me`xa1hL_cI5Dqs$-wJJE}HR+PF@Zg^=A(~He1|F}ev(X?);`=Xe>Gp#W`>o*O zhr9YI2~qUCFNmKOcxzE&kaFHG5^Qi~Dfy+fUgrjh7`I_|zketB!v(&mN-b4P#|?wL zb41&EPsm}cqx|?2K+pWnQ_T@E^Pull(B}}2r7u;9xe7U1UlC5?H&{QKhmW6sKnVQw z&y1raI(`CT&Br%Ak_LjVj>&ppu)9u+=!Sd^FQT zJI4OMShIY1-;;A!c{ugriPx)1}0j;%TLDCorg6EC_+=0@| zlyeL8^!(cVg!E7-$Q4YM#F8-EO+e0r%(CEm=85UULb!O@NS#vOCX*2Nm7|0FI9L7C zs^3{zFGq{>d0;zkOup#JsB39~O3uh2&eDu+B(c%cHD(bcsC{;oSlOTqrbX#ceuKc7sV8KYA3>!9A7P% z6gx#>M9+Mo$sOvhOw~^lNT77s&3G9hLzBLjkt2ooZpk{os?e0C zB9zwc?jxjjZ;k{?ak`rNC>{DSZ>niEwUp(${Nc@gyM8rQ5+B|%YEbmoGy&%%*pf1& zJgnPZcrrlnhmVzxl}znTxGc&fyxa|la`09hTo&g6!+#y2-G9Vah(yGbECSByu%_<^ zTb>lGJE-M~FIHrRA8S)xfp}`uvr3QNsp&`>dS%l;{@R7Fop|m-?X7M2!p%jdLt>PBK7GAG_La9 zJS#B?wbSF(C0Hij9b@2ina}V$k(Yv_Gj$vP+PnW07=u#8Usi2=#M}IK%cwV{4{aA< z=;|n;ST}xVlz1XuACPAb)Al_4KAQxG4Qp?l6=vbI6u21{w!td|@ag>sTY8j^r=wMC z4tfMwVmYy0GW;fuBZ@|h9)-*N99CQKqu^YXk{x5@;rZTJ`@%A+w}tsr?E43-x=rKv z%nEC-uoj=a%-SJXtaVmnM5wy^o;pESn3ziIp7dN@6I=VCSbX``D!+Asn>9p6XdRBI zGldF3ow>HlXgXL;&aNM(@UpNyD2UeaQJLE1rxC(@0g3S-H5+y0XayK9sNSihnXP$a z?FK6!53tS(dHpe&%QLcor;5JT==?L(XgwlC%nx5s9pDeQ=5}`@E!LvJ9PzZ?pe0!l zON%a!XB|JNY?4`l~$c^?C{+c-kdHMRuIac#G zz4T@^Q`S&7E!_BI31xJ_7M37Y%4j{3i9$8zJxi3`YNQmzuZbR*+H_j_rTepvqNn+B z*aEWc`(82gIBdio{?gr?s4ZG*Mg{aJkgoKT=Y3zyNxUK;Fa9nG)lXlHZCtwbcN{g zxZV5EovDlUb^ox^rQQ(9l(%_H`5P!!6QZI>=l6)k9ueu*PPY($|Pgk$vnhte&L> zg&Hu0w0Rh|_cJRj9nlF1tKSl^P0t=@d+wL;_k*)eD$;ije6(}Ev$uM^3SV(vpKt~} z42xiS{cd>wH_j|^h%bgL=fU3XHD*PO#o73eO011)4wG8yzLMS2Ds&)^9ZG{eALbpN z-Yw~gJ856t`YKR`Hn1DwyJBNMBlf7i(D_&AWGn6l( zN_P(Z3&_{lB)?@=J|D%C<5bn)Sx*qMISH1vvaaxpvVqR5M}rc_GLWU zl(rWY$sOhqy+=+I=iQoyyHs7v7=O~iuBXjV@t{gW`Rk?ood`YE$1G^egIQkN{aw5!gmT)6yB1Bxqu)A8GMBj>~-;3Eza>&$CTehnPbI! zGX%-S#v@uLCYA9*WN5x;RDzXhnzkMT zHoz^k&j5d~Axxz#ObpKBgt{k46zrOPzY>}YdJZ6S;dxV^7eF)Tp3O$4L&Q2Gl2fJO z6+zUz3XA67_y{j(WvtT$#U)W>XBEysLSGQfkX;gh)(q965H4;ng*sfT~l1 zDvd|Y-d~E7_zBJBEt>_?2Id88Y}k`rN?oP}$CXG-&}PrIipWj@^9Kqe1JP%(KQ!PS zVOw_gu%R)oh`A4i`d?|F@088D!*YYYdXh0 zOM8mhyO#-<`o#@yW0QExTEM3Te+O3HaN^$xyirnuEP$Sd;Abzl(Hp1p&x;-33 zALTfR1EOU})6%A~Bpt| z6Rd9&tYMavcfClt?MC2}6axI}Gf7r9Jrr4R47pch9e;xT_{} ztW1r*HZD^fl`4vU>W3UGB}ly9|8o_cBq>8D{BZhz@5&$;(_TKJCtNQn?+k9=Hd8t6 zDvj}Dsyro{d2%WxZO=EBWaut8EYY5s)(unquHg;}tdWl{dfsM~(25ylB9o15F8yOz z4j5pZ%7#>lCf6yNe*T>PwlYt%#?0}}?byZ2uJ-xIACorXf!2a16GzG<%x2$hOl1^$ zvmG*9ap|V~-E6Pi@sVf8E5d)uX~YSz+@&1~i?ieCuIbq%z9}oo(Z*^hgS)G~i$7TV ze~Q(ACF{DtIILT)#oO*fhr^`vH$)_7UaG1TNR6Wfl6XH&FjhPrSp7(7y9N{~+#46{2s4S14);pQ>F9aNwM#*!y7<~~#=(s8wD4*HzzRSmGDd^5pF zG-}`$Uz(bsvjr5K^`q?b(S^H{zR2ocs{@Ke$~~b<=f|$#=pA5-Hv9+1W2GQ(BcmS7 zfrKG-J^>tKoz1^cGOrodrufxW?ywykj{%8(I`*%?lRtAhwPB7po47zbws& zPXN&P?{K#u$_A-2V9(3&uG7O4x(Yq7{M!T1omPhP|9B=;y(OgpfW}Zg;C}D7|Ml&p zz`V9-yRJ(&)dm$f06JTCZvlO5zQ@SOg5*;k*QIn)qr#|Av|~r(vq4B4*Ny`r|Oy01RSZ5^cSjlN3-E`{ObbkWJ z{-{l*XV9Cqf|0d-!F7qZh+|7eKqeUnPq~fbR39t&GQp_4b40sJ_s%Jkk#Tu*rw+ z!2D2l3r#!?MP(g;AX%CJpflEOG0&g5cxAPAUqsnDxe5RyqVozKrzIJR9pVHz`h;+O zwWei^inZuFIm>>{CAR0&8Gr<7W)4RIM#=s0tqAOM>(}vf*Fcwkf{2cfX zE!Qqn#}>x*QFqM-T$tL96U#3~nBrm@f!WzJ9aNc2=6NqA@K3+-oUawLKY^|qJ=ZB3 zlWn-=OX%sC!{@22o53)aaP=10mT)WIaEoDJG;Fi51HG((!H6uof$bVNSTV{nXs&>@ z!48-g1Gb4fLj0(og*wKOaTne`*eu6O^-j8y7uj*oSub7Tm}l*8Z6V1*XED0U%ec@$ z@`T?Hm^nXi5LbgVE>Tfz=&4Q>J6@aO{>ekETBDVDE~i*KFMZu^r9f09l4>ez*dDzp z7qo~j^;{u(4mRug`hb%8YHz8A2ka~FhdoYa{8M~Z={ioRaZ|+C;P!X{(Lhwi=^C&bim|JO}axvT!D0I^4E9U>4mgP z#fLmBpmx)vuWD;AB8~3HU|ERpsomp1C3WNER@&a*kBUjDy11v0R{?LGOQtgI8mkOF z==i4|jaMSMNTB!gV3fuRj81s@a47Y7+9JJ2$x1mUKFJw>XYlTbWLp89{qm{z;f{Q3 z8?(oPdS1TNwS8?8R`*P9>iBkGNpmxhpVKJ%qt;8q>P8X@TQSeae?Fz79Uw<3ZO>?K z-o@&}cCyCM=}L2`bA~?jT>U>*CB+0~@Px4F^tX$SW3i4r_KlN=c=)^y6d4AT*#t4`n)E^M_4G0#-pcHyKW3X7G|lN`RQp zGo-?xm4yy^;X}EY7}gk4>yugUh>Ct3CGI4R+ysm&RWkx`(>xR{K{(ZEk#|D7CjRH@ zNyqlGVCEc2C2+&*1J)+RWa(j7Aj0H0JK%;j*V~x1N9~4{1q5w@YqV0R!@88A__rn- zX^`36Yu?mZ)oPGJz2ic@PGv~+Yty2wh=<1?*Vfx6(c6J79&i}Msi2)hlAMVE`IwAu zL8b;>XIdC>=l=NE7+E1ikS_qTeLg9}wAV}^bw8PSt%Zn{NAP5IwyI$5q8;*KPCWku zvC65I95W}Q{tfLKy%Uoy-2?7B91NABB;7ZVXU@NIgGU~|!iuR&= zMh0C)M7`B$wfCTzq)LoA&!U31zB@-8YR+j&wi#wn%Q63J?(Z--jIFx9+l=;uUQ0HG zjc3>BKUchz55k;Bp`yx`KOycov!oM68YP>l@&4;R9z|X7@kM{ZZWm~w50-+Ct|~td z{#S~g0Q(lka>ZB?HHm*BReLgY=-XnZRP=1&<~b=y_Hdx&gl`HA~eL zRTI@qH$Ar&$-poT=;n^DzF%M}$N@hMkvWh+39#;-RIfWnr(e5F{OE9kP}dix!@aey zzRK``8*KqxoSnM^VX{hQ4eFPg^l{aoAejPp|L3oT6~^?Sj88$)@BnYE3|`>*nQE9B zCtfct;B&v#7=Jc4j#Ue72-cb{MNNNigt8Fd4H?Tvobn+g zV9%)FOB8ND*4#mwZH^BEo$eXYmG@PpK;aL|@CuVUy{hC1lC5jUO2^Ps6H)CPlswbAAfT@q^QGqob<>lp7@EUvSDs3%yXe!rDR_pauwU^H7 zPs*>eYtI_BKI7A_JNJmk>cm?z{h7;`Q$>LfXX6A)*C|gj=WchtHk4xO?Je##8uf&X z1CK2a%%JzJum6UISe~T}#`csEdpeud?+IUIltifBz2s3h<*RFOu`f#66UoW$IRtyo@Tz!H8NM znpjUXmZgkIbYM0kAkl5%KfWSiI!@7LOZKNDcRxc7+0@T>pG1>Ok5gm_mp<_$8YE_r z&%mSV8HMsL9H0mFf+1PmmS$m|n&h(5rh>M5CeVQV@Dzs=FY_{QH91W{KsP3%uQTj3 zIZiw!&1Y45(?W6jg$PB5_qoetcHa-|-2!tvHOpaZ=sp;J&bX!??4iuwm69$ls6*e8 zoh~e`CW=-TaObaDblqqM`t{~I(d}JBIID*CnaeFppYa3`*D3i_27*8(3&ki}g zTTLkpqw5&=nOd9s8R+gQE%C>r{>O{IgTmM4Cc~0CA9y`XnkX@7w6su+>x@tUyiK+T zF&E51EOB}dx(y46;tM!%2y8a=juqtA(r~;obw-j_*{DL#Y3j_p+<4!O-1`%1vL94p z!=vsYC%RDnvR5veJo!r(6gl^d>d0{b^4^Jx)-n8A)L?vLT>lW5YoqjtsrlGMV$+#X zz3IVLS)k^5yGg>8t~wJSOcJi)geFupc#yirKA5@;i6|Ke%+3EU@$WXuKUmDgF^NQg z`m{(TJutY{f`8?|rb99paS=H3+TZ?auN10WkB%~~q#3E!vw53F*-nLC3e(%D$b$EE znl+6z^+TWa52$@I#}a;9#DAm3`qx_CCLFeRJY|pNN7U7Z56+xvJ1fu%wi%2U(Cojt@>YV)tyBf6#Wj-9t^JNx%5+_BVTF78-uIlmI3?oNRl8ya3Z zLz8 ziJakddh{pJ_|!8zIq^vvT@7|k#-dAR3l9}IuoD?2GGMTB{-eNVhAA6AJDhuvLI9~* zoYY7!EdKj38;15=s8b)YU-_*!1}FVH3k4aYBlu(A`jQ|UO!dhk`vSnoG4g7vpPz}k zSf;fZSNEi4sUe1)_dPqB`IC+c!!jW`Ienwwt>W2@{U%&ww^hGcivbz9U4cvA3})au z7dm^e0DJD${dgm#AHZQ+_BsGRqO-cgZ7s*=;N#81GJTMp%fs&q1TCe^@In3K3A8S& zfd_J`dw93gNmE7IF!!JP+&<@sX_mD#78$C`AQjo!>MBw>^<8loi*g18yj+e@$*S-Z|-{Gc8@C}{CjI*9ZZVcWb}&Xw{>X5nI9-zDIUFW{J*JlTz$ zR@=&u20jKdfZY0(Iycl}e~N!UIXCMp_2z+pq0u`qM5rZ@918w&+WbD|hePOOL&H$t zzsk$rBjytsWc-0n!s$~grWU$2Vczj4QH7Dd(jhgMC&Y&Dbe#P1p4NpHQKQEd*i?78 z3vLo;E#6-Qr>5BnK`r_^fo-R{bxW>S%uutF2Bszxl&&Wynu*{@o?~Cueb%Qlyi0w#PDn6C0hlu~y1QEm5_(typ?(~6M9cT|6?OJ@6gE-?`5~ts;Ft_W z0N24pWKWoSL5MwJ-*QNpGBXYn1{2l=RQHQ?1hb!hb4fv$2Wf7yCT)1|6v?7&&|QS%~GNhvLH)Ra#IKc&%~Cq#RMFp()vCeiDp zNm;2+e8Mp><(;_qd18g(A9Y6sG`vO+Qo`YL5(C{vsWd8N|0?Ty|HoY+h4qZ3S_@bl z6<)fjy=l*L5snn2-8Mz}Bp)#_3`_b^JvE(4MyYWNL{_iDAm0N7r9&NA$!wB`@{k~m z75aQ=H&b2=_>c-YNRAO3b*+6#v+ki+)czePG5YsRhvo^|9_WN*&@URYh;#?&Qm8o* z8ilp#@Fuk5s_h@`CR#Jds+cDA^>Wm$%o_&AD~XhIX$A8mfs86f@Zg%*D>1&HX}9lflqX7v!=o5cxdk5N>kK%+1$M5es0EhdtfT1vxR}g zb+yFUjnKYg*8s7KAArkEeouv{%B@Z#?+O4f9@&B%dXhzk_J0-KmCM5{Rtci+-cz|? zVf%O?`Son!YbZ2p+r@Vn`;}j0_`tahN0utWCuqEgyj9{g=VLj^Nlf>0&m&m4lD`${gk!5(myXD(FfURja}+g77H6LA$gNW5_Z0$ zQ0m#VvX?Eq2TnBuy%NkvJRqg~uGG{zl`3k= zY`+f=vob5$^i~N&@uyk0$FyWIHXpLmW^Rm#P@(}}QH-2412Q>RoApm9SwMck=qrQR zKFeS>z~ak%j(CS4{QT)W#6Ss5rLZwx zHn#FdrP!p&o+vNJD&#~g2GGTy=+3tb%h87fIw0!!p!AO?CDChUm~w1PXVG?!kL{)Q zo06x@I!gk6{9kOnWl)=8w>FyKS^~w2(_#gRlolwi#odd0Til^oaCa~6?iSo#i%W{T zdvH#=-?P7O?>T4IpZv;9=FW3JYpu)R>`#*bfV}gjX0u~4$vkT%-_62ice1}Vd^Y7) z<0&Cz3&h8OOIVP1F%rZuF)<6oHkW%uy*IP{&7*(jv|Sbo-gKRv`)%;pq|_64SkLqZc9f- zlR7iFsv8BBxvjc2){l=?wAR?9UM(TQ6AV;0VCE%QrRhsj#|I@y0m>Na^`%34?o?{M z9L3@#!QHd|W8|mBclpf5uP|k+I4s=xE|#{v7Bz`k-DP$Q703E`{%to9nD3xn?n=(? zOjIX&QcVNpobaCTc0B2_X1n}GUMES+*?i-TG2winvkoe8Kx?SZUrHcK)JBrIVXFl% zRYANj@>d7;d4{a}41r=Nw>*=cxh9WUk2!d=VF0AycGwB`g{Y06IrFNisY!>p<3j%b z$WPffoqv_i6k%pdToh8?tBI z??lGxbB4m@751??mZS3a6}>mz&x6CjUTlj$SfLyYOPH%{hDkmqI558xPhsNf(p=F5 zZ#kc4+=LaUrME>&;qS7zy?8KQ>!4~ujI7A`NSag@NFy+e##L{* zI`fB{p&2)k%unZ`W?0{GQ3F#hD1&$(d4d9xNr@f z-=tnR4t;BamU>rDSi(LKIKQIcD^e|V8^!glYSf9zk8z6q9dZG!wb~QNgquc590YB< zFmY@pY0y{j!tRzt?>HtBb~C;8(&OMFjJD>l6qE;Xqce92x#>Sdf1;#c{1gr1(@uWB zdr!Xf$gkqPsf>Q-8`S&*X-RH!QRmF#Efg72^}+5=O=+4*Q{U07fFSW6+-sm zVYa8?{hV(wyUk~uN6&;KgA`qeJ>oE`zF@=TyH{1aZ-9!IyyR0s2QF0{*6 zrVti*c(o_^*dELO;4&*OJ^WVLf3~FI9bhjL6ZjSAD4|8yd4|N`q+;q0SRGre5;kHJ zD5?1dyyo!Ql~}f9sy9lxnx74Qy-Xam$(h(qc6)AwE5uGn<8kHkqNVqEH?fW5^#b$j z@%Ub;x?wg;TOuSM2yytt1Q$C#6DOQ1UL(=2gVVKmJ-`&vA5a!YNV|7Iw5eJspAlPk^+_wRFPM+ZNt>gh z5uWoZ(rR0dPml|DW%f+(w-`faNOWFHTdFZ-D$zQK*j>!-g*(B6D(h^~NSMEhH(zDr zq7QslO2WQ_f+2@hV1D%mlca;6Hxy5-lJhGV!N#?}}8(}r= zTCKyP_R-~&ysA`h+tH#g-xvQ~)`@uMF~JDbaMUaJwcIEHWjF}FL-lEeqquvFk~G6G z;=iff|5wz>hlT^U#uav5yu$s616nbA^BJY?I~-uz72^LQ!7;et=M_mIK%*uJA|N2h z&TaD7Gi$v2z<}(w(<|k+6+*Ad=IOlpd$~|RI4dLic2j}B9FNT5;pRzDj`l?V@u;xI zy62Zxo4WU%aAek-XjfD`{*LR}%D`R)tWZ3LYbvR_+!AR^NzDUJy30t4FU(&QE0-b# z9GRMLqbIN4DN^<$(ToOMQsaXfU;kV!#N{*XW(FP%HB+59Gh}x}UbO4cApd}G*gq(4 zD!)v@G6iU?qB6M|TViNN$A70|4C}ZHIv+6@oYUP6YqUE{*!`@qf*xL~R(c_VT8V1YKM?;0&(X5&+~C;r{&4uQ zhocGvQ6!i3%l&hY+j8KR=Aik{J*&@(6aLoh{GY#WEU-oE;r> zaaevbIA&AD&b_y%WBh0;+V|N5uWIZRBpK;jb1?%V%M43*rF-Sd9~)4jF|7qyrKOSs z_zf?6IPW0Hw{PHJ1Ru6&6)pt}@fj1t#pf2)2e=(XkNhBFwMmZIUcb2LEFKuKkPUJX zBEC6oHd@0N=Vbc}r{|HMF}(L5o z_%51Ha}p<3bl*?3HNxFX`nHP7i);Yc7}D?gJ$Da*%7tExs6U%+wB6UN$0bd3Z^h}F zWQU#06!buaH=u?AzWC#dP~_VPw^FkdfquHD#ux}e4fD{#j_jyq!pvIwq^efxeJHmt zjK%7GX?Cr}WXQ$ffn$6!aa)L89lLVKm4}Hjucd8;7r6QHRWu~kxTm^#heNkMOR9_gt|}bFMPR0t68XTQ{x%+ui)mWURefR*4ive*@DGi3ZNQb}<&i9kneAT&b(hc*3?t~LY#T5Fjc#^^WfdoRzk)7Db5BG^dd%R$Fb!C!@Jg#N$t0o81(27{|K z?%unCgAz86VpH0Ju@|FX80>PN3|EVEjxUBA=gbG2p?ApaZsY$vGGjTR^bp%1*qn$E zls5>K#*PA2%uuJyqm)76d89tIy9L(%!{FoT0AyJJ3G{cE<@_Mu|q8|t7>f3 z+*tKuJhXZvIsJ)B-|9yaOQk})iVoFW^5Qi|YIX9&zw1->6etkZ0Z+_32y!$0_BO*C z-B!@YqwT-P!T*a$`JnCtpOivSzxCt5<(A$XY6wt=rTWo-?_Etvt$wn*xZ-&kh? z6*Bp#w?{N&88ot3)B6FQn0ShXk>p9b45%cbfKQ0m=JFY;A;pE!X~AjnWYg6jux{D+ zZI8|jwIanjm)_w0z}yepHeUX=yk+lHZ@H|691v9pqD4H&f1|j+W3^m|n$`5=AE%J3 z!#rYd?|rE1s1&NA>Bxov;(^(1vnza2mPb+i$u4dEGTI`&8SSh%BLg$>J(E@ zK<9=``@2|LR2+-0T>V@0+U%dMV@~3%Q*e}kz-{#rI&SaSd8VMZ{QD`7>(Yt8K&8*t zfoxgc8@=f7nHezPYWU0M(pr_|)*K@@7S#eL(l~(+isBt;3GecuuMudiDe-5<)A`@= zLlOmV_BP=R)Rejxc-Sd^Z=2h+S-CYyK-9qinKBn=SuB$!9~{+BoNw7il1?2i{Bn+b zJ#x9xFI1?!>D5rDjF+RBND^v})8ipIN!kCj#UQO$yLF>!AodouVmNb$Yh<79Pk~4e z(%Gzal!vXcWP9C5wNT|N#OLP60jdi)t**2p28pLgJ!xr?MeRxVBC^034Cnq|{00WK zuFTMScNi9%h~^KX+phelS?%2YgV?Gsi_*lDW%7UM{RZn4Sl%9}(i#L2P6Hi`FKEm;>( zIVW>)9feRpLz?B#V!N&~ZihwJWqU`Z1|hIN4a?2}lY4dB$Zj09;5X$&zkDx}F(iwu zWJ=gr)@OL$zs)sjt#n{p{pUDROH)w>)u*0c{`o<;Va6Ukp>E%ij6yudck-CfeyRX} zPpq@ES1aB;JCZR9_?F62Lx3GU=+A!m;wA){UPa*hRBo>h-~T+o1Wu- zcQ88-jWNg>@4zuY_7#tuXZW(1lLOo#E&0_hi~n43VwG<90+Qf6z?{OXWU>Cf^;$&? zi6beekD^#{%Y&{o%h=Ye52`4gd;+}MMj#i`uA3x5nA2<``9nh1b!UC4;-SDh+}j65 z!#y}fmKOI*^|2wY ze%P~T_W2HCM|48w{^YPzzabVTY;O7d;~ZRtPyWF zoI&i|bW1)iG2H0V+*EGv$Vqi^TWQ9F*8(Ac931^tD)H6Zf=`AgcO720qIZJNj}v~n z0+SjPhm<0&ei+kGN@IXPDo#csX+*gLWe^W{;R^|j%eWMG9d~MBia|nwqRF95?j@qB zL&nrS!vfk^4q$d7l_#jfp)~{NuX6|4th8pgU=p~TKeQb{YXA*x&YQn)1R#_Qqe21q z*@xC&yxYDxP(t(!&O_$cyWhW|t89M`-MOKEmChc|zE&UqkaM%+RPO0->?1L5b1ItP zgT9smauJ8K0f2UgpC~HlAC_sj1hj4l{LNVYD6cZ;7CqiA_mSrDSviZmZH0lDu^2m1 zzP8pZIjA<6d;~Z~z4m-HzJ9lLhLX3up2Yezv^u!cHc@oAJ3}{zc%oPB9M=lFq?EkP z&m4)2)pRp8xG}c9N3^eKA z@qcu?-~X%Ib%$OR_93d~KF(HpIiYSe(9nfAog2Yz;S#AQX9NF@0@u~i3Ra9LF@Go)>Cbg}n z{0SXYXS9Jt&scPx`n@XLn-VjObpYAg943q?gH5y2TbRJ?i_CREs99^n1+Df8UgbGAP;~E-fn*MX`h5&3brQSXIBq z80DxRTgc(MD7Ihhu{X33l!NwXcHyDJ)$QL*HE#~I7US^hU7}2$U+kN7?Q!P?Pr?+1 zp@=uY_+ox0H*TULl>BKlyH$ivPx7D8*15oS!J!*mt+}m4TZXiKco#s_oND4et~?}) zaA^4ERLdU{Mb2B0g-usF1)blL(XwLH%CXRC-O)d=9eLnFF@2d5(`x!|{Zpj5pFPzX z0tgOyk^$?Z(Sj7EL>D*G+sI?b$|C9D%d{rSu$pGnEz+=BTHcds<>uebY-9g9*YDSz zY7Dk>^Yf*g#i|2$zyJFU>=WSDiS2q61P^8W5m4zq4;9}@drY)b$G_eAPkX$Y1#Nr?Hkl5t39M!_Y{uBrxv-*>TsJ!U1B(&Uc~>s@J|NI*3oo@>uY21rB9-S0nREdRz@Tl8K1qCxFHMkMfn z3W$#~YV{ZN45nxI`p7Ip`ywBzYO95Lvg)k-ayYZC8C~h$1==3g z&-aBu7&{IR_7hl`@hJV@x&y+>Uss_~pe~&v~+fz>+Kot9SP$LfgveHo)W%aLJ@>5f<5-TBuQDYF3p`n!gq3% z-9;kMYBuG3nKqM>|H)@vtPbWcJ>Dmy@zsaR|#kCq{Of zpo=^YFYnfVp*IuFIiH@f1%RLEWSPdj{b3m%)Jra*3lJ8(f5wbG!j>>?<2z<|)H6M_ zvw{S2-xoxr(jxAruxws03!HSwgz!!Y()Eo|9D^DWJD*#ylX`tDl(i0yk?ET`k&bQ8 z75^q!T;#soHsWqV)lX;`}Uhy(L)5in^DjCV&Wlp+j-EU znzMfjD>us1ZDRh>(wo<}U7DPd}b5|A8QsIG==7 zL#3hkG8iPA(*6*Q%2#q3ybDoo|IzCFPsfzxA;im6{)w62Zg3SV&@~I_a}yO!b?|ix zjEgM;7fyD+jdz^IB>QZP=khPRu)(M)J|RIN^;UCm=U={0o&;&AXju+KoHDFnf2Y78uS$4#Udzxo7Wd_tylcjE>ufsR(K72tffR36M-^g%Q#TO zlOncKP??6ENd6g#6cVu})^&?~7y{5y9|Eo@#4eILKfoz|+hEA1qP%(%dx}O>o}s64 zo2AHGR=6;az==h_BJdy)(bFNl(XM)Qf0{m_`)VrR zlyRuE7KiTbPk=4gC(dEcqE+)Bs^K`1@P7luS`qgrSNwc=qYMY?OT}iwz~Ps)`7%%y z!h=X5?gm|_Ty*LXjtKOJr`P)*uwYs?ApPFKsj^KN+)OVv-OW@v7Ac@6$V8QM*J+Im zuTXUbGyIlj#9i%%zFtNLiC}XtB!IN?jy^RjM~{nUqCzr8ZSj)nu=y+o+JT(GgvFrW z?^{XLn;vQL#6nY61Hawf~~* z{lm(t*l=vSY_YSZWQDMRot^Ap;+(kHbB|ZzCPIb$a6{#{2J`;DBIkzIBpnbWjE?mw z&&OowuTAXpn;S`P!ugr@#~Od2bYx(tDT2|L6mZ3B0AJAGz~bZU#@^*s);9uW^uhbVM(*H zmRw|3YLrSWxGS`NwrHYa%kwRp1jhYHiM(x#Z~{G1y3H)f3%|4b^MvMw)6;Oq-*4TG zTNu{s73QljwTtew- zczTYJrT64WaUc?fm@>q*kN8GSkWd$U{YhA8#&C}-8&t(ra(lO~!I+|;u3BjC!q<7? zHR>4(J8FUVU^e%G#uOCKT=?e+xuQZT|{q$EiLkB)?K%| z5gJmJs&zI1fPoEq+z!|VL~f};_var%;V!}36Bkjud8~Vz3#J4}Q*aYW0;*dp$8-H? zER9=m(EcYDtajIRzVRSQEp%c*e2|N|Mq#K50TBTvQ{JfK_^3q`Ct!MyuR)a(DcFf+A-Vm{jqFuGS^&{CcH(>TT*Qy?l(!Tq$ zNc(ZmxDC;>-?-t#KBDyw=S5{W@ZI*?l9jRkr9P&{jduXMLiq3<97gL*nNU)L?#ctU z@LtYR__*h_7eXTW=zBK z)7kTFJT3N<-d*3e*ZYZZ+|$8F!YEr|e5Q+!>VuaVux@5P#3ON8W~X6K&jZf!?N$HA z(vMSH-q4@%I$Okb`^A|*d|j?2uXu^Xtx@~azz;+nym3y(F>}1fx_D6&p7gA# zQON(b*AqGNVJadPqdg&E=D{X$2=s@%w>0_xN?g|r-GnHqVO0&CR}TRf0H2kp?7AuO zS<+-$;II%Ho_1EZ?`Y63g#qv1O3#;k!~PZJW$_}iOCq@73Q@dV@~W+GG;C8-*Y7ou z8Z$%E92NqVXjOH1$)>wdrQ z`m}1L0yic|cw#thc9>_8>SWJf){#U2ZA5-mv>jV=Vg%;b;!q+awEcN5t`vd4^#3X0dIZW%|6qzBhc8$IkJzf!l9?)RPUB5;NfLf4rHV znJL2))RD_f|J)`+`d2H+KB)mJy5IUS&(Vd)t_SKHOOs7%LNOR*`E&GqrJPS@~ zd50LOnRx#Pk!E=N`GJigVpIMRrN>(tZYBV?>MO#%9vAuDaoDoklDZ}KAa^$vdmU>$ z?LE3OyU7169Kc3r#$t4iyY9;_ggjJXaUp5nk|(Bg`8DeNw>JU^7V|5}qvfM+sIqyI z?DX^l^xJyVMK>nv+S05e>c+U`kJ!JWp0O3|hJ8x9q>jU>V}CE|bC|V$n~2`2>r!Mc zbEYc%BXbesjLsqYThaMJzecz>WN>8u$Hp&t5z&M0Wz7%A6dzEDe5NY)t)$oBt1r#Hb0$cTo(zUzx!zh3<7uhypk8@TtlrCn8xgvQh4t%BDT25pXc#T)`X& z4eMua_@*Qz3K(tdxV(_IeT!@y;HgSJB#D(ASnO)t*wp{ zxZb$vYvh5ddaqDx@Ehy{I^2T)_5$GK49zW9J5n5^kXZg(C@+oGd8*1_0N1;|vhsx_ zt!En|?`yNecT286{1=SR7b$x80)aV&gha)#+0`mawC}vYS{y?k;DCJnvLr)EVYv>i zXfRWNsN5Hd)xxMfOjLoxUH4mA9=KDiZWHqpF%iK`ZZSA=VUB7iQ?D1SGBUE|sVe-- z;&>_v16K`D5a$Ow0&t%BcSRU|`$sFW3>kFsGcO<_KHVolA~09r|P zBHTK~48iGLJxaRaNm~umD23}h%_n!;5$$ZoSQ4hwuX%pAl}7ZFI$hkqJSc!8`C}P$+X?LZu%iSXj2UdC+ zyt{1cy_6Een0o%mQEtd(f4*c%(8TY$vJNS}=a0M2J=L$Plc6ZtI35~R3|-~$oNKj# zcQsi9hy&GZ3El6v0KN@2s{+V&hpmms%bb<})Bfr|pB?_0VC`;vxLgc6@EISM|6;q= zNgkYvA;=D20dminI({R%{{lBEFVpSN3k9`ivZPc`J`;nRfdnzfYHAo8?cNMFC;Sv} zH9{3z86}w6$;Hj3u|7)O@BzE<=?=7*NP`v!J-9sEGjtH3~jQs z`NzwRL2!jxp3U{N z9mY=LJK9uPy|tUfE-cyMoQ2A+WY+({r=wGdI{5uf2xBN~lVIpD!H(d64jS{KGh*r6 zm$RXP*qSmCW^l5KMwx$2jog?En&Y)-(>MkdZ+@LB@$0u(WQc|VXuXumxS5CC_L|DT z(H&r9Bx1Ojk56_NHS(H$wb>+}X0O~D7dprVNyv7*63s>hJ&B5TlOYXRwvMteOWL=` zAI}p2e)_9e-Yep*{j0yufqk5{Xpk(#4%amUo?Xg{DOAi&68cv-+Vx@=0*D`;^B^qD zfjJTi395GY2NgWj{)+k=G=ajM`Xeju+m1(|T^af>Qi=^1Ya4yrIk7zftjzT?##brkDP9HA$4zeq{WZx`ojKf{2k9j z;OQ7Zp26MYg3~Lo&l8nyXB!*O#ea^@9m8N8(huhAFQz_0HbZYC8ro#qKG?}z74&UICa>VQ5J`By7 zMbxJrV&&IDrB0xJNgTKsL0~+Smz9D{qpWOTSNdzYTI2a}QcOx#krjs=Va zi2mb9M@-EX-_UrUZ=gF1RmuaQeKi`~!QfDpIxr&`8IK2h#CgjjOF!*n&Ts4iC!T8IBjT#a(?R9N48Vv|jz)TVulk!m1n#2O1=D{X z9479#?Sj$lELqfe+LdXV-$L^$i}d|A9|@>Wa*(u=i0G|fpqH=tR_?35hs{5VK?_q9 zLYlt4Tb{;)OQ#Satj~YzdEDOe${5)yNQJ_=TwOCCQg69d>Eii)Hyt?51{{0|xV|*- zrZ-V_Ug2I#~qDd0vQlb`GxQR=)N?2 zLv)KK)3u9c&E~%fBsTM6)G>|&)UzS{7(CGon@nr_fvk@ zEJS7?@eAVxo~G3 zoFc7kW2~=wy}qRwZNA^8<0`cjQuXk;=u9z$mjccewwIHWoBGwEbwj>DNff+{YW}y0 z!yMPregs(5zXv74BE0|QZWa$YPwB&!=mDt~!!fd|kfcYZl`Ih97HvMykm^&CHM-FYr5ZNXx5ODfB;Uy6;2&HpgS$z!LdvK`!2?aE;H z+F8)$Cj1KfYNUGe+y~Ocs`t3fnrG%2akSi`aM+%O=W-b@`nw=HC)JSTF_WDle(ZyF zIf$#$+a=I_OIkmb4~On598v4;z*afAeu7}KMh5KUvVqP#p|RuS=YpJwNO6_qn4sKgVlTJFUW;zVAn=4Vy7 z0GQ*gI2mKj_=QVQ+*18)e3C0Vi$71F^wwVYIkeCp3V3DF*u2 zH`uUu5H>vr<5(je0Mt`X?DstrlfJ>lT>HZ4)3VM)70lB?gTS531HoBqAZeXay&cDZ2)5OU)c|~#qpw*) zY`HtRO=Xye1nAzU0$DOqzZa}QYDM{%{!A7{wkTcYQVNg{^g<9+tThGL;5FawJyK^;)0 zT1g|jh67TdHN6olQnKjtDz1i**DoufNOf}=Ei=owk7?~vGwckeTAW|BUXyQ_(fO@D z?%B}n?;+Gkg9P&BBDTZ?Qs%c98iwf*#ZGvM{yhN-b- zVwau9EbNSlXg9$XbGNK1REkWT`?NUWMaSBD)=k!%9)(`AdN=N}b+?;2pCPVgu`6fV zkMO@sp8<34D!?Nf%bfFOvsMUaCf579RDVnuDrIYwZz)vL|Gg`bxaF&ONUb7L`L{-O zP7xp-p~SR^97pub%mU3Wpp=~7P9zk>JgG|z%DS&5^(n99d-;4E`HN?&Kil3N9pkg9 z;?g39c#||zSMFKW}%-|$ae!vIzBw9g_5A;pt zITA-Lp!{L>1U8CMP*;-*c4uSKek7T|Y~TpYk~*AaQf_i@-1>oH!m^=hT19*>B}tj; z`>AHpXnrrJ@LoekrZg>}`zmCUKCi4!C+Lo{sK*byU2mZQ+9Hdq^ty(-CXkVC_J)iA z%2F^~c$HuJbJ@N-ZA+(@iDx+-H#;%fX4R65)WK3yx2Lw@j@Td0R#H@@TCQgL^G9lVIK7aMn?(1^+ida*>NSjE@*v4Eh z2>beL`=@s*8RIII>Aqyl6FR|4t$aEU?Wy4fZnp0bSiwH6aZ5k3L3rIPW^m}^y{!8j ztZAEo0fAgUlU7?=IjQ<)poIZ`>)+U{QAl?BNJGE)Lr~rGKK-Uq#L~suNN#4|h=%FcIbca9 zSasJB3bm-jof#XD@A``dDrzYIERpTklP@87e= zA%stJtZU>vA^K#68(H#)c<%ObF9ba8AfNRc`*Q9)n^KRCH59xJ*Fx9OuC^J-Dk4K7 z=GK_J3IF!1n;9umUy=MU+sKvV5f6Af)odqQ-S(+_ch6YZF2-cXgel*}M$^;(d>UAZ zlC?C3j{I|3iPrGkL}-hGA$poV6?OKwY*_kDi;G5UvQRY2TAH?!{Z*0dmo#PY^UdbM zZC@DcxRcs0DqQ7zG-6J?6a|7M_L6BO6uEdvuMQ%c{ALClJvCS@Zz2fda9B_-6=`({ z&-D!j^@iI~W;`pt5<$xc#o;&-!LhCYkPz#m;e^1$Hstow^+>nbPR-e4SIcc9%FE@) zysxPxLsag{j=I}1>x+6xtxSN>?~`te^{0oisfC%MM*|+XV9eWi8t5jtKz|idt(m=| zgUIe@xf|Z0?OD7|N&hG(*y5seB&B}$^O_}%2m<=SeD(L!YWq9y>&j=@jFDxkz8^9w z%#`wIgY`zT8I0+RE-EaQ3%^lzZfGkTd%(Fb9UOlzj?)7MnTb+Q&ALhB=TE{V)um(8 z;Q6FO%rO`o6luTCDf^suD7OZGwk&*zNlNWtfvr&8-#syj*5vZZQTUO-Voy8`394UB zY}Gl2E67NrWbm`0|GKhGQDCUDUdFTM`d6Vl&PX-Z&U;Z*oYIrS zhB!o@!%~Q|2^FX<+stpya}2CjI!iw`9hovokVAAQ>ZLW0d`2xIx5V8aacAsgb-U?Ubut*M!wFX(g?8g8J@`JXGa z7vUPvlDr)pAnk;*rPph)V{QzDmk+JxT4e`}Uut|T4vWEHDZ4EFDt@VDfV4Q!J9C z&U>xRbT&@R#;Eo%{1LynVwLO)E77mwI5m{=#+g)}Dc>?)swkEcA3_K4mM@G~QJYQ~ z8E0%V9>!|SmN~D`Z_+>GB;+qr(BtKe&JAo*6*hkhJojMxv-H+Y&BBh%=p*1@_ku+> zvaoU{1M53^`{*3kN;K{*!|=^<59dN(&?fh5t7coQN*~q>)|Z3It;Y6eCn<$#F6TVK zYti5!Mcv;6b|sp5gwjy>dNpc*Nn>3l-}kBEczNa_?ayb=J-^Dc?tshWwRV&g5{ujn z^J-3shfj#l9Vjm&F+CD_+!P`J2ivHIEXZj>W#<1&PS@ZD2pjVv9MY$KJh%WNUY%?8A2d zOfc1i??F5^oWzx+fiZv(%jSTt_sg6})4n(Cvhp$`Z!vZ|rNj!8`OUI|KZMj~ZbZiW zZoX#dM_g=pzA$vK_I+dMYuct(gPq^}Cy6_cP2F({6vBvrQFE~!Xt=r1i%`0r|U zYHsapbgk`#LQ>&F8BD)qEP$LM1F4V4Q_rOOp-*sdjo14_l*Y!FP71fCyW`rGIo!%e z{C~bSnMEOTY~4}rJE)r}Q)zW-{6S}4iqL7=0f~EBoU<#AeDRA+lC=ru!H6PT{to>= z&+vIU@N3?y6d|vUpY^KdqdJG8jLYgyt5L0-aI*4W+~lE0T({z=cBhT!{%xyTr;9%u z6dA%RdvBu6M?y_)yiO!AQx*R8qIT7QP36kgi%^|*54VbEE7x`pl*O`?zhn6S^?dz% z#{Ro}6jG6|RFX3rK74w*8~p|s8zu0he2t++XZ(V(5!f9yE&^$OMYZ^f;gv@BVx?{f z>8ri3+Ds`LQ`k^h53;dFOPd4yPqwbnGt?8Qvy)%-ZGk|Ii z+wLJtas2GAiMhAW#R8tl zj*J<@4p}IW*3%==^S{p`2gFh24bOe6Vl9dn*H)Shd+=pVH^mdivPSGWwnX9`PvbAI z{iR0acWeCGn2~$Tll|kzvhoO|H0`+$2^%c3aX-Ey8E}X|En3=)a5iuv@;!|t$poUv z^xL%5O}D<6eQ9O9Ng>5+JA=^mj!|(={3#yF+G;u-loEnAae8J;=v^*@WJ&Ciwk8zf z2b&)k;=^)mLRR1*dw!Hc`v>g^uU(&s8XAYr&#B)}7WIx%tdcuOfAp1 zP$U1j;2OT!X<)uzip|y|2VC(Zn{F`6UdRP#in^wx{l*vQaR>($-vYPp`}+Y3<{`+N zBa#6^dH{lJ0VrT#aJI@eHP^mQubh z%P`h%_5~!;&d4TvVOTk&<`}vj;CLO!>QgU=9iTiPS zAC8j1tvyeEM$5W~k}+5QsYl0|nYM2f7KR3-%WI{_G}2_X^LH_gnL10c40U}bCVb-{ z^P@#{PObpsgzli3Z)KI`4dU*0)9+8nc7l_8crU~-q-}Z)R9gDkw+dFnG2vT->jss} zv>mssFO5hCUJUf5v9!i-KrYkK5_(M>bf}CRTZ(F1%tT>MNw8GvfLD;aJRX>k-@~T&V28e2?D`nj{%G3)ORM( zupB~W%dRK;_o2|Z1v;}HW6x~PleIU8a&_KSR0_^pW)`C|B=rM3sK!35b;#UJ5g;yl z+JIqW;!4nlUip^?+aj+^Yk1fDzpF|aQ;edivQE9Wy}A6rB>16F@IJAP!Pzt_BzPq2U zthwgkR@X)A_dHBpjSRczpJ+<*y3UzVwTXs&_t5a1)8!SAXlmxcCJaOjCAe4P1sE1}%-BkaZ#C?<3w z7aU<0RS?^hl~uAEb!W|y6&|LREYVk zVYkelUhF4jR(;l!c-1h0;M4(q-6R?L&k-_)1^g^5mrp zYseQu6ig{zdoHrN`o?KkU#Ek$ub6W&J}#U8J5rov>gy%~181ytN$h$qxwz; zK&Nf=a*^G@PpR6BYB0PyB?xbE`(Io=;#2`O?*T?Cz&{&?VxCY!ebPY&k zakie_r5~hXP@!y*6?1b}lSf+vIeNvBo7P!V$RlsFf@LI=Dyg!Lq^?4SCo9_ZitH7H zy6!jyU_&(72FNI=XS`X~zJCGi^yev5Ef*)}!bHYBiYeU}Ub0{q&a04?N^di)Ugs}_ zzdhwjVPaBncel4SJG2Nq@-%x`00H#j`A2J#8;4pPVtOZ|w0JZ@97ET3ZQ#}t^-sf* zL4Qwnbt8@VLiU-kpjE97Y>a8ITP8GN6>(nWb;vvPhh9ul+zjll`OBm+pUS$Ya;|JN z-nT=aKmQ!%N9MH^aRP8|2yEJQddeGQ=HRFvm?a8fHt=FoRgnHXQMFPSA5wGPFtMSa zBqNpYp7XC(pgwLEA`b5rn#6_^#mZ5~+?MxlLj9|cr$#~jx z*1@w5lR+&jZ@|6Q`a@LW*~0GA8DSjU_Xo;czQ-EHi*x@qm^XN}NnT5;+JiFAGSlne z{k8>KJ^2VP^$AxNz>Da~Nc%@E$VE$J>j_VWRA&HFyZyZXP+3_g=aKLnw7M5~%%a!K zu$*PmLHP52RHUeOQb2Bj)yk^82D6*^91L+Q({K4D&Ufa1ve=?AWf!^6V!7EpJED9! zitBbos-K7tE^HnVvIu%Sn|Sdnn|L30F|2k^ZLMQo0dzhMSm^na3ljNrBszfqriteZ z^Wb%sY!5mC>1hkie3wOqfQ6f{ms{m!g~^ig_MfSr4DSx3%&(lBhgP5NI)d;T)!qRdr|4_#+1O2~h=> zq+5e-WaUKS3MtNC;`{PhG;7iZ-JE1ymOk!4#!z0i-%s4yv<1LlnMK_$VH=+jN;6U+EwM9LdLcaJvCb$2T% z9LU(Kfy0#@l~mRV$Ls10^&pIp9v^)FGh@hH75x9O z^%g*Fg=@QL65K;^52d&kiaQk7;_eie;7)K#v7&A9;_eQGQrz8Lic4|lrhEVA+;i`o z$qYkahG8aaz3crRMGB9I*qMRHvyB6WkWj1*?MiP?8(C`poCjP(bT-5|BE)H#7}Se( zt#S~)?+dPYS$1yRQ6tB;V1&?a$s)+?G2_JF9>OcRn?Kp)yKn_%BNK!y>gi1@Skcts zX~v@V6wrvd3t)Sgk;zvRJqTeO2%NUv6^tsWxZNiH0MhWuv*4PiBSge$iZPwl4qVKHVmlJA-_VP@OQN z40td!Ny?(We8&;*K@QX&C#sg_BP^nPg}jH8W(pe z5#)crBC}Xq_0OrSZ|9<$j1&8Nyu`aR;s0Ps5PT`*=uX%$0W9=|*DI**WEWM*T3wY? z0IsE0@-b8gDN_qGee@o>(Rd`1Pg4Ug>=x>vwMUYRmKkAS&xa&QfkNV@@6|8c>!D>1 z80&50LE8kqLF%!%wxh#HHX{6i2 zDkGT-io4HB$4w3Ug2>Gyp7+A%TED*@mG;M1{3Qu1ETZ_l5wX5qmu{C4KZoKh{M#={ z2P1jgsJA_hgwcyqjeBgy&6slkG$q&`EA-aBZ``n%>mWYR`Y7q8s#W^=*{IbcGR?-? z_>?rESK_lpw=MX8P3+f%kZuZ6`ad9^caWRc$XufTt}kK?mS3R2m-bV+o?a|@MnROV z#_o3v8X)Q1&1)0iG{k*{g=%&C+f|%(ZYZG(X~d}ssYvCA&QwOr9dw=Z=on^h`>yEA zFw4#{JSKJ6cXDEyMb29Mb+Y@+Q-jQdVGTEIrCZFGjI8!EMnxb%xhM4ay;wgB;wK8? zwU+yb9*p^Ugsj&OsC9b9YA9#?>o5U6F>{G2#L>dHDQ}8SJX_)k(9maL&8R|!1=|uM z0=hxdp>=z93Snca#a0o$!(O|tf=h=2SFziYcYG)?t|#2k4GDHf9D>q2zbtg;jCI~$ zwpS9ypj&bnI}6|eX&vX{cZ#xNgVx~mdRS+ z2+Z@Kn=L~K63O?#ptr>r-*?QusnX3qc1fboj1(98=E&xH}>vS(lF?f{#RTsrLL z$;);^wAe?X?N-TN!p`7muoGwcy+9?=4<2e!MEPz zF*LqrXtACrqW7i+*_a{$H?d`l4N4WJ!}3?XtVQ&*o1qk|p)X&q&Tat(Y-!ouhS-5$ ze@?J#SX5`NNekxZ=hyh&&@6H(xjdjCqijEhxz;!wdg!8E-g8u1PeAxTYv@K9>~ z0li30d>i4E`QCTWxjue^6;Cp8lrz}StrCV)qz9Pum|`?_cYE^$EkCTuo$#L4*tP}4 zZIMQ<+b&+ra9Eb*e)Srm^X0Z&G`{lBtgM_g;dRfZm4|47BzMYUw|peo+%LK18+5Yp zd}O1f@kO@NP_NT=>a~S0w8{LinCfMh&r`gNm1`tlYFN^QnsIM174xFByq5KP7k4JE znkrckHcw=(TY1Uox5cDdgleM3uqN~(pPw+hGid$4JvgsbnVPAp4z>tvqe4!OP_J-T zpKZNAwN1}3cc4IgihJV1pSM=%20HogD(5PZreBE*2{0TRG-`zl#sxn~IbCMN5l4YRU@&Uo|?(p+OW2hNlhp&d5>rRzqRGwes3n znc4LdBwhHQOvqMH3*5vkeK0g4E^tF94Z#Ts4>16u4I5uLX3PXDXvLxrc4~yjhSqSG zS~4fuPV|@E3i8TGBK4<`$M=_KXR-V5Uqeo|;EOFuXnW9;5GN;QD(W>+M)J&*@&xBoxxt<;EJQ}sg>Eu>29ib+h4;cD^9?tCvdPC}~KE2qc&ek25P zs9D5-g^fL+uF{LLNht++0)dh>HSH|N;CIY{Rb6tCcpw${hN1|{CENQ_+lS!tC;7(W zCH(2@ayI+?97ojC${L-_Ag`=^LZ%$v#?lT7=7+ht*R19UHRdah(D%)t^Gx^qOPl=O z5!ln4>7^P2Ps_Gv;c6#cGNYX+5jeNEvYVp)W%g>|yS-e{V54LF65iJY9JrRzCr&-n zKkvO+26C_6V6l4PHesfW7v;IYM@b0B-Kb%n^&AQm@3x6wh`JEY(RD0T>1h=n;^^RQ zeta6ib6n8Kp!1)nT-{RoFJU+C5ai5#vbdcb>_Ek%ADc1Kn9%o4@`^NG)< z`>FlfhZxTY;B%~hewIanI7w{k@-LvvW1ljM#_@2=-JqN*XlW)V37z*pW@&bi!?Nfn zveMfOl64&_;*OXfVmxs=H+dL%mL@uC5KyMAqX6i?oOrX{f`>CVsQ>;dlsHSX-C(=M zRW$;^eDcp@JoD$VnuO6fxE*#PM8{^PXb5lPrd=LKVv8^3P?3fO%26ps=Y{VR1s!?? z(7KqdeMO2RI?7?ic&`l5hv|luz+;Cwn>+KD_Ge80pZpzHVSFtox+?RK7(uD}2%!8ufJ86SDPmG@Tu5 zOH~x|V1;-vFwo~A%RasOusJQgcA32`(k$~`?Ny$Q%X*N=-mN)^=`nU@U#+H5kB#2U ztZRFC8}Z+P{lxNqqCA3EA<*{6<5?Kheu+;-CWMatQgULhr9qL@w6K?Nejwr#VJ^RV zf~!m8a*erKTQ84w?t~4)-!UJIva|9sy9?O{b>41aR#As0z>YgN`f>t}YTs0K$^u8jtgEg>< zUAx4^{9?r`MEzX(cM-nj{Pz2iF0f}mpTE(S~f8kBLTrd$2kn&xTBZ1LRf?~v1F?ufWM61OCf{|c}6 zXLEsK!VkCE2s8sBouj5xR*hR`;AIcG_z9ZDbyJ8{J`Qrk4%N*`eA$AW_2+WC0A4sq z894$+Hm?gz(8D$*!bEbdvi!A_l+pdIR{t-=;0PfHU)~5mu($r z4gimuQJAW2P@VVK;AshIq?SrjVfL#nnn)IIjT5UAK(MP=!|5VYQJtPIlPt)e7f9y{ z2s}H(Wt1>c^ZeFXcJjcNiT>dx7ghQ|+4w+`R6!IJgK1skM$=F9-ee{&JGtTqNL1DC zpv_xh5-b#*qUO19{Og$!wTuApzHzfHTO}2IBMncwpf4>|6_0wzE^hvSO(F0mpZ1>K ziX$G1Hz=0g69_&KlfROiLmr;}ec9!n$}ZW%L{e7a{Arj^> z`FeDJ$MJO>Ez`|ANas(gT}d0c0hdx8H*cbf@;T^}`N2AUmLC%vle{_K$HN1*t$Ra; zrMLW&R@B`q9Na;3GGNc=NaGU0_H#-);XRhdh*qF(2Qqgbw8Ue@#;yhp@R}%8E!-J$_ ze?u2+=eCM2c!&aSMEX8e@|NXY{}Bw$rB+bCG}AHe!r!6JYFGz;kVu98aHv7bTWi88`Bp0eVtQae>gp zLXOy`5Ch>-PT4U+ydc_m6w}h9Fad`nARfvow$tT)_=c>CHOPzzCfC*Q=>lI&=5$qa z+<`*0A`3xf(%x6&HD z6tN#o9M3IQ&%{_0<>lA4vh%Bg*5TrFhw77pta8u_I<5JPtz1Ysi#5DY;h^|T zn4!rJ2#INs4?AE#{u8m-fCX88G^0<7QL<>raXUi5@FTg5QBtyk2c3yTo)&NfsPz4m z57CJT9{v0DPL_`>mIkzdxLRCC!9;l3Y%-*^?{$;p1tkv+Sw<{noiC(3Iz+qW1MQ{Z zW#7so_*Dbe=%M6-dU|hg4hxf$<=A3J%u`r3-m9KIKH$NX%EFav9yZ!%eO3@nNE>iyVeS3YSd`R{(I+Ky{Lj+rL&EP`S zsQ`^~^X}U?F5$1F;HG+0<^lD{R@X(rsfv@pDF-u!F+A(*J}a{MHAMqFI0}67s?jWj zl!M8$XGqyuijLsp5F$>2SAEd)(xbZC#7@{49|R4-{TnA>WZLmOct}tup8oU-XYitQkPva)m!o)Z=R}0@x9jgjTB#4zjF45u&POvA7^t(g&LH0Mu@T-CR7ru`OSjlkuo|ypN z8sQo7lk@cdt7`lAF3ShQZ=3pQ+H=P3?7|+H4-WwnbhW8TT<4?j&Ok(>$jCZLB06&Y?Se@2nJbftfUq1xk2UUO`f3!@nb?zxnl(cfp z?4!V$588ZMwa=Xqj(p#q^36`Yiy*@2JvmY641%oqk5Q%wXqSc|8AT#~d;Pek2XL%f zepx#wbGUN~yK}GQcsm4P3T2)`P~Uy!Q|IKvT;&jD-n&^{16ff&DwyTpa4c0R`4nux z5Hnkq=s&me60Vm8qk?RrUfvg_Ft)~uuBTzZ09?j{-o*L|p<8M9k{k9r9ejqG^o;g&-$OjZO+E!A}v`6e%FYNOvM8 zV!Tbd%NEbmpG{)R_FK!%uC~VZ3pKPq?)A!+dg6~Wir?n5t}tOf|DZ_JEbO}qxWdgz;UQbdO)0?&9TRTvU1`mDi%lN6WqN%z>PTIU7p_M zlXflHh8gw{)T-8 z-Lj@REA?t4Li91`9fCX>oT;HWb|Ej3oPFcZV;XT1E3iE?3cQ;vkyuDi3(6*Fa*YvJ zTYRD~Z=Za(@nx-&EpZ0cRLM5<>Z9p@=WV_|EV1YQ?Ol9Wq9s;;yW7$?+W$VgU+b=m z^iE#EN?o0mlt5K>A>X09%G)x9 zY5>Epma)a|5Ml}4%1e-lB{s6lnY^oGai-7MFyqVq#*x`N)bhYn;)^V5Z(=!u9<+M+`%J9ZTZzbPtx}SHFFyMUfP9k zI(hN2Z}9g1Tq9Oj(gRz7mD)>#fw%gc4PQD%f}W2C<)bqas>;1K2 z@PYe4SmsBlgwXoHAnOPAHRk;Q_E1bVPhN$T9yTe)Z$l*|!s{>7+7(A#QEt4c z9OL}oOEd^6cIP{+`>&Y0g*UJURVuMcmIi_eBzoQKG)^zcoEA4URpZYUf#ws)muinxd!B z+0YBS;1#c_qx%1;T>J0$A_|0&Yu3-T7D!WbD$^ig*(*6($DdsNUr=|_ElRj(;9A&A zKvcQp!SJ!5r<|o`GCJp8S(d-Hn2mYv(Nc#foP>Jt#SUT)hRVcaC;h7JSN4+s7bZaP^A zs43P=X1okl+=vNUn^l%_CWDf55Ho-AK=U4TL*~EGqTtnb_t!qzxYQmh>!Navx|# zvEi1ENA1dKG=gRva=yrSD?ar1&c+vue_kCO&Y#L4a1>~rdT+31G ze|5xW#e@1QNH%{8FVkAJe&1yk*sajQAP)-_(on#r$cJj(nxilD_-`YX2%_T; z-aVL7*v0RnFVaqtDlIwQweLJNR!kK`PS#eF*^}QEWEmFibZ*!A%?q)$t8P9oHuw#w z)DEBYgv~}hF5Psz_;Y{zbc3TT53gKLHQ$m{gAHxzY-^g`r+{w)TUO`-8|vjtxTXj- z7^Cuoz}^0K)3h&BS{ABk>f@jDMQUUJOaGbukG~>j$;+-f;Op9dXQT)_A>Zff6XNwH ziOz=WWufBRbL~7Vlf%w$wVSqf5eKyjLFG28u77H&s2v2UjbUzY^2>63pZih+$Uo>3wj%!uN|)b&Hj^$?do`Rtkvau{9O; z%Zx*J$@O64;yV94OUBl1)HzgzFC%%&X(08X7*@2aIp#0UeJ*6N@j8Au2F=V~nph;# zUqEi1;`#dr3m!5jr$iuN2n{foU}A-F4fmhlPE6*kXP~^4Ve#A`Y+g&^8Ul`Fn9>=P z>#y&6K;pq}of{!%ONe`8UE5b@oCrbmW?iSzr_7Iy8Y~J;er3hD@`L*aU!j}C=Q&j3 z)5!o)gFoS<#m|GTW(aLr!R9(jd@y4>aMXOAKPvg|dn9K3#$wXU=;N&#c&!0hWk<}G z`>Vv*@=ZzOL}yH8vsZzftA!>AAC&|>wj;kMk*_vdXYEVQH$ih3dD9`IHI253+w79{ zym~7a9XMWoE~g_n`F?XB2Xv7%pZJnXMFTZsUmjj~l4{o>IZGfrGAj9b4acp_~~=#^RY?T&G^ z8*0qdljHs{=TCJ*bWiW?LiZ3aY%+miF{mSl)xzcv!&WLiD2Xu` zKd^SEz+ztg&4{gWgBaM~hDBVlU?8JL><{8Mv@_$lN|k#S?VZ~{7R7^~S$}e1M?Qox zBdEoH4C@$Vvw^B@Vt-Ru@thWBxEwiOyE6c4FDd@2?No!Ds4`nN8SiWvd6M0PnE7Q= zIW+OW<-pUEY#r*=@^Cf8XLmGztRiAX(E8z>=ZtD8*J%!$=hlEeoG2T zEtzt`iqyvcBI6$ke$Lv-!T=9K?p;;o_qi-m+hqIYn#cHmSvR>c_UPY<+7WU*J-uh` zyqvFWzy9tf=^a6fYvOY7hcy9JCVG@JbbY+Xbr(qQ6ie2VK;2ap8nZ!Res9C@7$Ok;00Fn-_2;Wz|!bN%{^oj3Mi5vJBGaZ zY0C|9tk=G5m`1BV)o*kfG>@Z*!ss6HhmtIf^NzE_EfloJc=Xm-RIm`Dx5YVTN?}J* z(nxR#Tc6!UlKS_8ujwAWJ6R{FgS|X)Iw3eHW#$fPyY5>$9qA#UiMhGcSd4Cp_v`!e zPMW8$$v}<3+DaO5Oni5)yT&Nd-Ef_oK%rh zP=FH>rsn|Kxp^D$IFjLUXY8THoO~qvq&wgVoDY>>!`h;}%WBk=^GOE{Fz@H;&cR)2 z>lcy_z|ys>P6W6*&;c&qTktR=7d(q&5 z1wZeNvA^OwKICV9b9R*y6HDxgl#Q2$#lNdfh?uXbsD1U(yJY}Zh5}_2x9mhCl5SwCD@gv@0_X!BkIbV3hwOea01A};aY-oI4ysf5$l;X#cEiQ zjW03Uz<_-faX-I@1u0!x9M4)@D_pwI&Q1ptk%b8?ZDPtpZBs1z29$Fvc8 z^VPo%=LtV!8XE2E{&pLB$7uap3dv;A%HsH1ROzs$Rn+B<-8z8vdT+;1pCJ}ScJmv}x^8lo0j1|6IJ zGw_7tYks^)-(b|Flro7%Rxww;-QGe!<+lxnjHv$J-d zkIwb4NNNo66hh*$S@C$8Im;Pib*EteIXtf&Q1Z+o)SKn~hXfvwj)R-6GVn3Y@!ysI zf4=-iS;175W4p`NA1^L-U?HVzkAHaK?g*h14PiN5V|WKRW$4ADkV#F+fxBABy4o~E zF*>d1GOL`mT+Q<@NTWuj8)=iy#J~QehL4UM&Moa1eTQ-FzWT_nt)Vq|O(AGjCw)1C z%I@LeKB$z}xEKpCwb8Y?3^RWW6Ek*oOs~^TEe3f6;LqE!j?lgEC>;UggW>HIse_j7+ z0p795h)6D&-Q`AzKGg@zft!i1Uq{O3pZ@wq{fVgi*o{9-Jo>Q>v{3JxnqtV&@k;rz zDcHnLX(arc9Ltc0%vj~$Uma-J@OJs39p+TvkJHpmKE=`Ol8Y-l?L4BT^XWtt_aM4TwzVZnDgK$To?6V~MYxPsLEG??+h z+t$3no@uhuWh+eYem@1;4A*|Ht?3J)Kual_qXWIjvjp7b4-OA!Tv34$sjw9)^K7Zq9MqHwCI2e*Z=W=41W-FFZ<;f* zu@NG;^f@Zj7W`-V1h95mT@As^)w6wskaT#cexOqVrWnsgb|^(&Q{Em)9~|W2d^<)( zECgH7!h|v8P;&V8kEviK(1yJ29p+qQP{7|`fl`*k8{xj2y~K{F2TRI|byPmd@{7Vc1s@d&kJM+sVZxd*pQ(T96aada#H!57c77_>H88~c z)IB#uFSpQsnwR-zHz(&I6{c3N{41dTO<^RN?OebSGm}vSk)2*k@YxC&PgQc0Lq0ZY zSe*qo{dC9HubHW1cWz`#$p7HUE5|f$p58@lYJJ}7As#0g z;BgZSM}v44j5MfYa{ZZ$&x71&@~HJ8A88#WmMdp*6k3GkGUrio2^6*;77=0sl%MC5 zk{O+@u;c~T_l5LR#;H88O>P*4(jGm@W`RXUJ}hCL3MYr%XS(9JN83HMzW{V}GcnQf zqM0Fj25i-)n~Ogm$@8BLv7FQ5`G+c7eDZPPZ{$ByC8n+V-xwCJwhR6#sW9bS@jY!X z^s9ph&ei<`y8g5bN5N0b$QaJ&e}>?CD2U_zvM!%o5STX(`hPny5B(!{th`VC!yi_G z^&7lve(FA8d>Fk!0!KgG@s-rg(bpO~atPw{0~VXvWp}D6-|;c|&i zwzu+~(L=pz@W@sPa1EAtf&T+ex74w3ud=pAi;l!HBECDJXmC3Eru11|l0(7E28dW|}q`SB`Q{#_Sqp>~aL4 z6EYrq4VxVIhHS`Ut7lHEE_>W&I`ik>KbGQf@SfP!mc$@NC;xsI+bvjyxP z){HPYb+Vi;e<$=RK(73)sOK99H-%4f)531}gb@<-l&vJGe&N2B;+7u4rJ?kLPjI^PZ&aGDqbJx$g&6=TAGO{FkhUTmIl=y&gm3pFe-3 z^{4+M0r@A|gUj=7g?xy9mZ1r?5`ngryNHRCm>KDA)9pEtAWJy1jI}L#oblDx#DG)$ zr0*B&?B}3IrSPn-g*AHdqIc@mz6nDJ@SMT9@wIVC;#UTRt7Ds6p2-}_Z?Q+}l4o=H zC-aQSDk5my3n*Eoh2vC6s#1R!szn_wzRUlv7bSWA9f>qn?02GtnQ~9xrKak9Ee;7< zH{g6Up6E1~{e8r*af2=Xd!t_I_wEKtn^d;8jnS!!gVp&`#m*Mk#3_j|QITPKkm=8Lteo65DcJ&Q48+dk34LPiFVO1B$12d(h7 zIZ=kjFBvDE%-TZ-(=SjwsH?9p*4=gm^J+MwLg{}^RMe_gH)4ag zw2BleCC}t|`4rtVr4ftZ)W_*UBQG1ckt!(kP`eV+4~}1nJNh#1UBV-9w9|LA!$lPU zkqVPi`@C@Lfym~Ts)cC5mMKWzn&YOAR`iZh-kELIqYxb0iag&=CH}n+PBFAGpet3+ zj$NgrvKcnJAa#~YUB5;xCS$lVRg>iFK9+#N=aY#M%$0U2y8$6Kmas^SNK^6~X#Znk zHb?!Wgp4;SzUnz{S^XH(C%ny7#7IG!joj&QW`_vnnb}#M=D-eJU?VLQ5J6Ja9xy1Kd>wDKNQ)WH~uKt3b+R+M!D4^l7zTxqI~ zD}2I4#X~i1Q6UT7RQxPFa2R}(nLd0JZ$P#l+P`9a-N^U2EzzpJ+A2zIypq67hLK8? ztt%fw2~V)Zi1h8Ih<7?+h}8X*=J52mE1KH+^%5N1gaKV8CnJlOfLlA3nnPeSX@-*L zUfx0W10!%De#eY9o#|~>{k44JZ<>zQ294Rg!;Im)%EAIVI2jT&mWIUVh>6l1Lwd98 zfRlFoZ=l^a!I!UVj8rxSdFk-ZjW^Bx>-e3uG<`9lhQhIEXnYiEO|GeB;ppeiQel@S zYMWp`dq>4g_JvxNUOoM)X!T-!Pny;x;@*7`#e|*ij-+8s#;_N9taV(1I^o|moan@< zV2?Lvy1;p2);HkvSk(d!I!sWfG83aF#4%I~KYavh`zq*?A*=)C3(045uHZgrd})J( zs1=}~_V*L2ePZ$uQX2B| z8TVFZrcpVTXhweq`~}TZI@uB6B&qYq=EZTB7pX>ZG=J|?WYYNQQ1m-&0BAlkvPngu z*+<&QsUFz))S?FBtnOcEz)=v!t4Xy1hfHk}kVzd;SRV8dYIPrh-Axetj_km>` zxdA4>ygQbawPc}uN#Cth{pSC+IN=c9+Q*)W;-tI;J4*6?jQ@9lxE)PEwF=+Y!5~^1}w|q{ucu+2S0+3@P37Qo%PYPf@*GUjGA&CPemXQ>XNg`a}BAKD%gpi0h zSyKD_R`BNY0tS1(G^PhylG=#0Cv~^~$)ycLN>==j%>*g+Y1T%6WMfC84r&BdD*@-T zcnecA*oj2gA7)tAHzTLMiVW2c@X7PJ+>$C=-`KYm;*-x52|ut&tRIq+Q_P@TGjpGG zR{?bFg|l>-Q6Mhd>4^g{9$k3=^i+13ptS2kDE=ipNB(cW;Cb?75Brxxpdr0cFG<2PofeOHQ;@r0-fTN|IimnGLn*;yv7m z$SIAZ>nx+>lO^UEIq=3Q_J0DwT*psXUj^);Sdbh9UJ5%g|Vo8 z#6!r61!C9QmH-mdfvaSMW2dXv$`)wu7y)nJr9$Wi4fbqOeoV9Qe`to24aK7%#@OxPWw{_4W1I?g0odd8Le`wV1&E4P<3(Sc!1-4a7*w#$d zOD+o;2P{r92kj%?Q8j2lh%LjxpHJ{>|MRTk!2oYk_PDYrkZ6ct^_P#-6}7!5zZI|E z@5y3zo)zU`$~gUrv9p6O$IO~IJ;*emr%v6h!_JSe&JLg>>}q29bVfD|Z$c>!x3AX2 zw-9{se5MEuK7aR!6&jLD5KFzlsF3vbT2T=AR~-5cPZ>cc^IMjzxHV)yd`7VsPJp5)c5kj<}ORj(CI1gqGaD?@dA?Abd% zUdL2I4r+$G25{;~?h%-4jD8X_g=XxZQpf+a7B@~Bya8e8sc*D~$=6$1>lAPd@S;5= z2VV5>)Ij|Zg^l)450cjVBj0q21VpHZJFO(Fq5)1Bi(hrmug0zE8To7WZqVnIc%ws3 zF=3O%fFk-0ZFx!mh1=MYg`BQ2as{NfcP7ss7rx4n>n&pJAI2$FSMnTROwR7zp>FOY zLCf#ju*}djR{lKGP8+rac3hgi?qcY*=ZR#jg8NQ`(E2m~ASGp@NS%;Xwv}Z{x{Qnd z=LQ$?#^C#McMRXH_qAHd8T4^pA{Vj)JY6R4Iknrwft&bS zA=ia~7NA95(>ozL-_PiIxHoL45;5Q4j<=rx!lqA0A{v`Nv7kAsruI=_UaraSX8%8{ zjS0({cXg+gQ__of^&^q9;MeoLt2tx%iDMsMrFWnvNmxm!bVWrRqmQyqCJ0`Ql?>qJjhRWbe342yXH`UTy#J zEUowLSDZ2;lnody?6Vn~1ZbNvL`~raGC0V9_aGWUTR^C*v4KR34ljOloT(u3n@O$l zKq`%He+mj$a3dMK<(t;=1cQFGgSo>;j)z>BNlMeM-XWL(Sld^^lmh^<(%iB;`P0n zUP6u!Jm3A_r0VRmfgkl8OIUlhzP)TMQ%qE&jiqK!kyVmh-ucx@w4lQ+2>?K6GX?pyS6-Jl^@ z&#mAg8f)JeI%Z#Ms&4$c;Oi#E^?(5CZl$Xu0Hmr1z0n5wHuG2~lpyIfZ>QgGr~l3n zs&VMCzPfr(RJFSRwUc7g;P9|o!!;%jW3mU%bj3rZ5gxfBr%s^0mSoxM`X-%Y6~Umu zTiHFX%nz?#WT9!t2L89MZo6NUK~a+Kpk8mo0n1b zNn`oXtxbC0n zCmzWw-=};hJWt2orKnB%uGG!ba(Oo)ubh>|58DhGtDOZk?cW0ksY;oAKJ4ITFJyabIR<|_R^PO6e7T|{pz1ax;Q;94q#q5wmtx$m5mrOA^9D> z?}+I6AS8ch0~Gy}eh6ihpTNw#26<3XQpOv$QhGx;3hg2u))i?V?Pb6wFV7*aPg9zr zWBka;t<{wZQ3|vj5aWmXPyQ4V>$NzEinE&KsVscn?nI6#wG`m(it?3kNJp<6R&B;r z*IhtIvz!_b>u5O$jgHBu+*5(hS)@@C7|42*lvt|$;WMc-%{N&tLjervZ)=j#YLN0b)#terqpwQNp4zl`f*nLAEv6Jk% z#po8d2x5qO^%pUJdJy*_+Ki_UkO+&UIBUlxS00nq_TRi7w$IkXCyPX@nm>6PUGBhR z!T;OKmek#uEJ>dCNMa55>9s-1Qokotcx?=cYmU>c=m$n`^M|T(#P-6oMig_;;5!57 zj~E|Qc3N^I$f~vd{4X8$=DvAaD$EBabPC+#Rhw8c$KrI&a{ym&Eq(7-Pm}&pgQ8MQz2<6?X6H|mV+JWCa&i*<>py5rlCQ{ zDx*V0^s%Y9ZMPJ0mRGUQ@O2BYEJVpUSCI_4wqerPP_G)>=NegS(Og!FkvA3UC^PtZ zqw>Pi@xuNrRfP7R{Dw0$ozA$!gE2DpExlyOn1+Mzx?WDMU>mmDr-!inT9-Dn+9QUN z@ejw6?q^2hQF70LO*`@PsAe+FWg>N(M?{Pb?-#U#?7gxe-6KmMSi){&vMj>uu8S|w3?x~h^y}0T?OGs zfeX3vN;fbp&pO10LC#FEUDHI zhG~~W?0Tx){x8>2(Qq#8+Ynm>0@%D_xdm$IOBTSe@s4I)JPcA0-|l}AKFia@4noB? zl)9f9Jh0tIf%K)0b^&xnuca{XJ3NmUm}6uG%Sy*L3_vou6gH8CxYHK!BUmKt3l+Q$ z4c)&)9PySMA*9CfC08wUJt-xaB0l({2_PPUW^I^@rqV5%U!&fi;v z!W^XrLX9PyLlQk5!`$Ii_)V@y^<`udiZ(^_e)x@oQsU&a{`=oE&L2TbK zdz>>x13~drcv{2&9gJ9z^6MywBw9=`-63i14=4NBk7^*JUo&EQy`)mV; z2k>g;3rce;Y{X93|3FO|7U91T%R;)ff1*YNpEENjfjCi7#X8XX5v_jrQ`(O8pKnKO zx_w+w)T#$_D2eff-Xs5AR_RPZUkYu~4OU&H6LX;6!~b(g6G;I({rx?7_x2K{Z|Mlb zUl6?_OeN0TiplE%ApnW_V&OZ}qB$5H;9mNk8kL8c!1|uxuNnv2{d&m#yTieOp|DQQ z`%BnwD6++MOS%rq()Ua@Eql+V;M&E=g+LwA!;ivWdS}y;hW9$onG1tUlh$Ne##&G+45%e=UAe8u=~}Z zIwLf&)zh$bD^4|!LzYR_W#>45&!!AZUlos!gS~NR`v{(TBOpNQ~ZF z+NVr^FsE0?R;-Yo76or)+RB#Z3G<QTa+YB zS6g`JjxX_k?wX(Q!|s;VZtY)lUWU6*y^2L~(RzVw>SWOV5@z_$_kUh=x9qV;t{ z+Jg#j#y(1A;=+%^Kfe;Lcgus8*|$hy##&i4)&i~bS3A$p=N z5LJv~2RO}+=X|RHps9lP4qkclEqqGkOBAnjRRprJ!2L9mjvqk2PJhFo@FEM$Mquwo za9!VCuBq8bfgQk{E`ZqQPKZqLo%BRpj#sAPWI62H6WZbuq)spJDLgn!;mb*qIN8e5 z#3%pNh^O|aFK{QYjwXkk6&WTfuCt1`?M#O3#!&Xx(fei<5^_5m+a$F-v;d12;M0Sd z+k4PnqXW^(;E=ZC2fX&CCGuB|Wg`l`4QH_SorZ)&c3eI& z+ymUrG9VjC*lFOwe9&Zr(7iG}%_8V=6bWA?FYd3)^}mjY(zX6SY<-1ST#d6N7TjHe z5AN_N}g} z?kZ9*BtVPFb<2}}DlTQT>?TPSfD!yTlC%7KoIMko+NN@Se+@wmCgwHk*`YNL{~mvT zFEPC|&k&7EllG=|5p37TQ-=8OmK6)x><@0U9)Orwdy~%*=?Q!V7-3}` zpI$C$lDJR)M zWM?Rgg_TH!vAWqGN%zux27)d6q#FA$_&ds`?zt?}Tqjk5m^kceeSVsOF|%%@irU4d zPGCCDZ}9b{#!d2Tu5siNf{ZGu>3+VCgP{wbPlBdJPc!Ok*uYrf%|yi36{9u(AtxFL zu_CHLzvt&++3Z0~bJ;%sG3EB0lajxx`LMGjwD<~L9&zBj7G-0dL3#{CF;^c>)3z-y zmK}*X`muGV$zQkVg!NI{H@^B9AxYsUUI-EW!QCYPZ@e$&9C{6v_tXfU)QY6E_rAB6 zNIg59Sjj?R35p0?5eX++C=Q*v2D6_*U!;VTFyrFp&WeQ<&IIWEwJI%jvvVdvrTnqM zC>v)$rFEhbbptyyloFE3*KX6C8QIE(_Sl4#WesNx-c#OK6&EGh=tTHIO$NPgViv|JWy3@@-+2F|KQ!XrrBh9(R` z?;i7HAvh07qi;A+s^)@!dR?h81ec7PWrfmI8X{H`Y=3R)Dxj~-Ng8XW?Gkh z-xz}4q8piuApXQ1{HVd?b*})ScJeo8?ekWUXi{L_TKL7mndLH{@WE6Rx8cs&fn0C9=B(VH?S{twAlx8;ininZH>81)OJvib)x(zG5+n9J~P}+RRtVLGA&)@I#J9 z$6j8m_C8#*tAC4JltPv)frX*GhUYdf_HS zhSe>($`O+eavU3<-<`>Gh`+bajycnClqz*5WHODAD)!1xR$&7^FS*sD+hZFIt^=ic z>7<`l%xANOt2=`H`srofNKBL@P};)1PQwtH^WfvWgwGK#qz6|$kEVAMI5#^l4rfwD zj1s@RztbixB;?ItUv7^Lzy6g>ECx{Ws<4bDWLwPGPQU4vI_kn5oCtQ234BWQ>)tyy zk?C$b+WKY(%&=A39i#9fWZ9#@_WC7TGPSzD(idzYM2T$KL4~s+JTogZvws?R^sIla ze~l9obUmj_Vh4^oa^c)!`Wu}ur4x=}(usL#%{2EQh*ao|f(m+3BD|R@dE;G26f=R_wO`Gaq^~2fag`{ytojgRfO~HbG;Jl&t4$gd9c$zYJ8=`ekz*hJIfPK&a~{AJZjFm3A1~PY zbB^O(5x|@kO_p_hKsIh__u|9$F`7fE`?#^v={Tc2=_IP6!t=Q()At2 zMFvGfqqsF4Lb$~dP8HU$Bz#KXE=J0g zDaNGDZht|>;ygunZ!@X10><^5W>)}X^hc$?r7=@6v5Gnw1yb_*e2QHKtE30WmpY`~ z3x0pAI~tot0stP)ChRanfJ~t5f&o!cf7S-CQj2ndsuT5DaLYI3s+pQI;(~<77;1i; ztpF%k(U~*>MP&EzOO+V9y;V)NG6CUUn#@WM7M7#D1R8Zp;U45mArS|fPDR)zpFzq* z_OaTGz>Z(hOKF1Fv|B}jVG-{|VPP|`m`uJ;bYCbwPhb5mg2M`&|dMWdCJFRjCSHEPj>5y zH+a}%%58EpwS;R+$MO3}cqKi*_n+CT8_^&+3crV)(d9Thx8X~JD(oVjk8LGbhH(s_ zy)E&z&G*A4b{t9i&4np|f-=hl$R*c@*eugEvPl_|q)OxvR;xm&t;k1&n$@sSGU9 zZB%y}@=s#e=+c+BL^_Fx_$3L5-*$KH4-O8~&}6P+wylyU9BoWYyF9gH$S|%CP;cJx z=xrgB6XT>p28)npPRo zH#x@Gz%~r$27z#A0$ii{uNc@2J>GxJ0*H6&)e&NI%Va{HIb-A!E+5|&z6&21Wp|7Z zhvc1c82+uT=`uZC@0C#=**T+(0?)w{aqY;Mv-G^rr4Z-CpFdDn?ZB5#Rng%N2GGuk zUCq)Yi{{6_K)!Hw%N9`I--nm`pvs>@*6Rh`Q5|~?9$4rrwQ*4Ddox>cE%FWLnZ(3h!VmX=t=6|a9VIHxSVi}52V%npbQka3 zqfHNeM%wx6&6^_ak1`mmI3Q(RzrFS^>vxRt<=|4OF{!sZV z&f)s>4*jdH`<+d-w)Fl!EjnSBwm^WXm6AGud0-L^0 zMLRfZVS1Wt6vSq0ISHU!bEay|<+87=W&6Rg>CA$IoFo^?wxLEw`8_|;%x~5LmjFC! zH^Oc_J364Gh_Ym2glUyy^<3pHejM2sCH*}*=H;(p=Tv4XR1?ZWNh2@-#~Z=4K*~FM zIq2%jP{&1>XQODD>ep$d8?HQ8>vL$@@Kw7Uleq&J>oWvIQc~G zmxh9g&d(f*bE8ySAEnchOQ8a+)XgOJIimAnl3hdGvfzZSY5wWCJp`4_7RRbpHa(0t zRQS1(kO=)*AmB#6J9k3Q9KV81b#s6ZIJAzV9p(fz=BG30^QTU428!Mkt&2~30Q+`1 zTq{)^xY;v+lGWPzlCM(@0Pp`Cc#2hWYBIFpz=(slod#6F!+H$S#!?Sqv^_4kG+^(S z`|yB>b5H4eGdQ+T!A8on4JKq?^lAU;)!@YiMUAH&0kq#gs${yd8keO(h~!{B@#&{4 zqG%*?$(viYl1Y9^fjjay5m~za!U^tM+`U~hf^~Y3cM7(f3A;n7UJL>IE!HFh&p@%J zcCC5hT!%9jhO&g#gvP3nNF5=bkY0mMV@?Q-7~j`^aodRs$2StbY|Cg3szW#8ojV+J z)wV7ugd#y@o0LO=40xw*uy2g%c9%EfCw#FhV-L4O6_4;JrYeiB9v|_9zH*GP&tyF8 zgd&lV{l560%>VJS)(oIXxcwj4>0c-n7Kn(rRYH4%JhyjFC5 zP2c?qZ^%*cGzvwzU4DBc3u$SZi=yKk!$-?tw+0(aU`;JsV@qTSn}3}saMY_*w%p_F4)RFc2u7j>?%d&XhaVR}dBk$-{2 zhrqyD59^nnC!M%CqherJFJaq{gXEjFK+VG=s_n1`JaXe#xMVGwVmrdK z5RyvDq7-QNH#@?(YsE?Ot+Ova)+)ckZJ!o%;7!Xdeow-@Li)WOMAvu_Z3n~(+OtzM znEe}0Cr9X~sgTG3@|KlZT?6#KTdYG3I`ubQWYIIqQI@=PE_qw9l*Qu`7tg}^fTZh1 z3UIFih1i^30#~};HEf#xB4JRG-Mo_~+iOI7b6+MYhN0+g6F;KRR+RiS`iuUqnc9U= z9`^Uk@gV9z>F_Cdea)~$Wo01EJaFpY4m7G@SxnisxRIWp@s2$x?cWx3yUif0^EcO{ zmrLKU(v8w~2b-02i`gK>B7o-zjcvq(D$`V*SOZba?-SIhp?rFrf?nSZdiya3M?K6n z&6d5Q<#QS4!`i1xx&iA^;%^UoUIC(ES(wZ){wpiqven07MfCTU)5l7m6od zBUk6wtN7s!nXHjH*8MWP!AdqwcCL2SXTRA4I3X07x9A8 zip%`e&wmh={P8xjCvC2ZxZq3JU$|-7T;^#X5FbcET9~IpgRdfw)ztxX%6c2j7lk~8 z`z%km*%8j-qe?o$7`skd(S=Y|2MuUvlNOCY%x`ZlifxUmPt7vp-vps0%?A2$M2%)u zjpbwNl5~jqc9-%&639Uk80$0Vk|IikVxtCzr79mP4W)QoeA3nF>I~xi`_s?1+V2ka z+dT#o+ZXpI;9sjO5Gho*20h3`O5@Jx#pmw0t(Ut;gomOII_|xa z&}c3en|=o0fkFX(Y@fVp5;(;iO5#o$iJ3_vIsalYA^FS}aGjwa*Z66*C+9VV?+VvF ze&y?$5V9E9%L!cL|D~BJDNy$|OR-tcCg$3wro!p!)pqW+eluW?MtyALty&6a-o!g+ z=|62i)1+YdRXn^*;?Z4Jz^SKn&Cla9i7vi@hoxgqiogE!!J9F>TP4W^;&DOFMzY;X;&n7*(&8WBmooZXXVIp9ML&B$$|F5On6izAZ@v&YIPRE5*8ce^#()qoOKnzi2%UYXUhT&GzIwhJPme^_dD$77Qt2ll#f;FdKw! z42GVZoPwROF{e~uG+|#L4oJi@+inqjqT+ml04c}Mm)A$KFn8YmTFN{@o4#uD@b=+b zvk2e{)!TM(w(Sa21g3F*e!kb!fY05S15LVqdip?GNFo_~?K&htp~l7_;IVN~ZoXH- zQ=H|lNxGwW?ftp-S-#B946t7t~C&WZ#2s8JI}`BJEWb~)lOe3V>B?NvVT=nh+eN^_vH~( zr~?xQL&xRY7NWNMwW5!?Yttz!@G0DavHJ?C98(ix3B*jBmEz!U`{$3lfb#HZFhyFA zI2ban^>CwFyx01g?U)}v+;aU!HN8|$eJeea%yFZy%$y!Q`Yq2-1hqJ^Z841jAGksy zHfq8Zfw}4Sml$7fde$c#8fMB0qNO}dbxwvP@Z%bs_UM=upC~BH^&THpUDq`Cq0t6}k|b;^Cg+_nU5h-8Lel zztB{7$$k@|Sj%{4t^2j>QSGDexhU*;Pidtw4mn7J12Ty++HzAfi3< zmEg98-V&Zoc5<34YVr9aN%gcD^&x*toa8!o$B7q{ll=4k%LC7}Z?|^G4!AhLbFOoF zJ~)Q?{V3V|aoX9ss8vje43c6z!B3y=7%<}mRk&~A;|8q4l~YJ9NG?YZuan^`jUU?f zHxnDM2QcN$@7+PEQ=-21+ue=Q$J^EeRhO?k!vyk3KlRS6_OadRaD?4i?zE zUyTOkeazbv*mE@*vuJrjrZZ}@A)E?&m3}D;LL88>rn>qAqg0-X^nb_xl+fXPr{q`o z*eUewDz7=wVQ_%{t0kEFuKn|_)S2az65~0WZ0O#0W@8fChQg(569t)7R|&MTFbgKyu!@zLCjwNzCDWWNeh zuBk+Z?{TQGS@^)v)%dd94tPe%3o;%+(Q4`Q_p~FeSGz^u&686F?DeeTp+GkE!aIb~ zEmGE|K*|gWp`{O#q8UkB$P4OEkp8(Yl)i*Z^MRKh;Lef}B^~noX?tgHc%I8-i^eggyj=yx9M<_t@pN*d zOJy@l^YB433V!H=Q)KXd8(U>Qn*BFWA^0E;)tO;#JR0#zR|}OAB(@#9%-yPfAzN=olG}_^>50kt8l&*Q!US47(EGK2k@|*i zSYMf1CKH*h9#+AXX;w`>CW-Z$X-<)&`qihFag2Q@d^@_SbQBk`tw6D>`c;^sgx6CJ zz=YE}3XjnG?(ygva&ZZ3R;pyJhTamPATHy5(PwYXl|40g)I(=U$tqnPLhaA#AeH?l z(SNaNbNiYva_{12g`2tpp&vjeV1X>Q+v?NZaqBBuau?tyBtiZ95{gkpg==f78NLH+ zj7^7(_teWJOQS8{vqfiN!wPXLjnidzb|pOrFooW1q3vRo*?q=O_+-O>0J@rG>Xp(z zsu~m0VZt$MPFkT3`X_X1ChYIn`h6&w7s|idvrDel0dKPmh@wftB=QLE9r>9@HNyZj z5lD~njKeuqr+R;wPn*;H(|B-3)}iwWhFZIM!w8a5PpQfbe#&yi&YEP_{;unSv+1f= z6vun}h34w=JOj?D@nkOlOxT3ceGosL#2aC?C^r3`hT!r)5_@^xivp_S|9uMpdnjWs zMlRFLxEbj(a{aE*ZuHbFZpbb4D1ci9)+4^ch{jG?%HN6bK-x(@CLswU<1xtSoIfMR zGKe2iwJ7jJpBOzcNP2uc%yMOK9!jOUJP#1G4pzV|?3$6}R?4n~^A+_u!o$0n4|!f4 zKe&5aJM|3q%6M{zf+zu}ST@3Uk5yikEi19jsgIIj-u^W2UJR|0<86#3}6;i zv4;2lbX;L*hsYf6l`@&~=)j0U0TnGO=2YZ_Xm$FF-a~tg5Ce;rrEO26*zFSOB|)Sc zLL{QB1|ZT+b$ySxiCbKi)YG3C!^WGN1y?C2Bt_o7b>33;gimG#QeTgt2`R z-yxn1;adm~ZP%V(US=el$WO18I8E*Nz#2rgpKGTVG5y!~;LtJigf5Nwljzt-Zi}u` zy@bEV>nw{}(R@oE(QUggVOTo4Cgo|6860Mu<}Ne3jzVdW4(@C5QsTgb0*bev0O>tw zMYloc-_hiT@_JF~39?eORIhEh7gdoOHv#Uf&G#L$umPQBK`I&*i`ve_Fe8JmIwE#pQ|F%93>G=!=L@VXRmA5-r!$bBb`#u0lx9qJ&Beazv<=?Y7`GZoR7tZ+_|@I5CQu zDlK|hnDY4C0JdD{2MJWga_o4d32?EHRsHe3pij~pU{BU$M&COKxU+sUR)vE3m*}jw zTv04Okv3}d+pJ%SjfvX0Mfq=Z^4QQHXDO*cT-NZDc;VG_I{bTn?t0QCH03Mme#5%G zPq|H3lZZkTKUvqUWPU3LZa>O)O6q)*t7>doJKhF+ezJpOz<^iV`=_9KNy9>xMZTC7 zQ+)>T#qompZc3(yv7Loa#%pL?;8dMYI30-gRcxoYjKXRCcx)#ZJb25?d>=Hl=@Zb@ z1LaH|jnAZ^rc5Vdw7GNvFj7%95Vfz5e zFiikbchqO_9=Et{I-yWp*eBOC)tP1{Ns5lcNtF0|M|z#>xz(1qgiaXW5iA zg72>ik-ziaZ%lbzeO(%#2!3QV>I@D)UirpBFPfsINqF-k8c)p#$x|mxuwvzXm|h6F zKs}u1vq$*Du(X7uREU-mJyo@D&dL%fAt44X&6!S+t5HmbtdiT_Z$!(ajVDPlGx_*L zee+|#*Z#RsQ7UWnNty7*TsH+k^;)s858*Npp56wbtp1CaLAGAD@XEo~mK<=p1wYnLQ(0M=-#iFOGCkQCxIWSvmQKSb6jA$d zJz_^e`8xSWk`%ptbK`IH`@OUK!1Wh0Cr8I*sldPFOQerXT9KV3Jh*r>P5E+0>#rik zDqwKMY!FQr*26VXyUz1U8-1Q*IEh2kl-xBl445lv)NAH7vxgTG5v1wO+XZ;Xx$Mlu zB%oOHH(qem!{B|4*iT47qJ3(vf_p&o;#ZXw9}GHB^Uq&CV%zMfX>b=S;f)tscgR#B zvs3_{{5X$U3dEb2Vu#?UA?@d`V}w=0Lq6cNw`-Omq}wG(Uax78YSpjaM#U2jD#OqA*6YA~0ZRwaIN7(Y6w2E%*^3i(57l2}#mswi< zF@(o}sHoDtS`j<)izuVq*i3x1GL5&UvZ3#;b!}}dRd%$#>he^`mn5d*Bc9U<^T!VF zu^FDQyqXwc(-T1p5W}fDpr9i!58M9f#olKx5dRzo*lnng{i9bbRn9h^F^CY0Vy7l(v}1urguWz^6@e*tB+=Jz37KP=&MJw?jWzL!WSd;{dMy{6n~sS zTLDQ`u$h>vfFj=Yu!Z4!A(!2bnL;5X$}kd!KGC_UQ)MWVI-KCt;0q=!9~WTrNNgL1 zTTw%}mj9mUS8LQXEcj6e2b8KM`mBO2R{eX4O&Si-U6ho0044j%!LR{3 z74(dQj6;YwMCSfP$JN71I%X^UQVZx9zmxx+AY0amrnY_{Yg9+_patH!gpu+fnoOr0 z@9M@3Y{>?iDxq)r+l2qO8R5UUtG@2|zE2eg-Pn-n~I7uYV)cZcG1R*gNA{MKPz*w))+sjUFEW1~ zBkOgnP~|-O5t=u1keqr(ixwN$eZ15iXeIRSF+be&iQMwbm)o_6v&?BQnB>89KlFMZ z+BbHR+h)5Sh74y61B(TN5CNwc*c(!p3swq1I3)UmhxZu|S;8B*!l)G{44(ttHv15q zXD+sy4yN9e5hEKZlOykzX>AxM0C9!|!Yr^URJ++sm{WO&oYRVnD@Pvtk9bCr(eP9? zlwuc{N=@DMNFTLZLebxMH!CGdKG0(dVV20=aBMhi>hCrMqG(a(7P~s&SS@Vhoqm*6O?av<+`*O0osFydqr`uBkkT zK|XtvMEx@&ihc3Ji}{abYugcywsK~B;EE9)$ipd8Co>G-{#<9`rr_lSQ7fogE`aw* zwAuRp5UR_7E?*ZtLXqgTz%gCxwJr@#NUNq?CFkNipjQ|15=~`A+4w5P#JtxnwOnLd zO(CW629MJLKWIz6+-%JwKiT7$D;;dd4tm(w3v!8iZ+H3%6guLi3;rC7ftUD4tv!s9 zdq~+mQDVClNAWcO2u`x^UeS52&CQ@ziaH`&#?3H&KR^0Ut+79_wbmk3TLxBBaNgUp6C(!x z#H)?P_mmgJ-Us=H`1;Afp|A3M80+3#q56|wWuut*vH=^Bq)>qY*N;gTXxFqM_VKo^ zEVK728*V??Z2|VWd}0V*!Wfgf()H@ak~4J0sqdxL%zt!qce8^3#`Bb2j!A0a272pO zND4$a>k9`D^Z=3r%eC={^u*Gg1%`gAx=B(%#g4c35P%cvXiXlW6k#7F6CQz4Xchh% z=&JaIwD%(~&q<8JQ-;V?qr4h*=;vH^ zHR*AP(1(ZV3Yk(L6ZTqXYh25!P9qu+8ZqQ|KF}Xz+j@2wl%8kb-~;oPznBoJ9Lz`u z{y`CVTYe~V6<`IkRr`t}7m;LJ)7&3%($d#7G6FR<1Q4CL_1$gW`N&f*7#!CFCTF4# z5pER1X0!l(9_jR#&q42 z78>inebXmuCu>Q1t|BnRK)Ssi=2_;6CA)cn|3TXTFwd?#F!U+>*XPT3GA|B`4Q?)7 z(Ohh+*Hh*J_0`(XPpuO%V%Mj`YHD7>sabo>afDqTT-2ZcG&&Efv_BYkOnU4;N{1YY z4lS>X^^sPp%3dWg6LV14Z!GnFbMma^i| zW!>A~ZoUBowtMSnv7G><*jzMG&-Kj#pEmTp8~+45+pZHPR?in~_Js-kcOxFNbFyp_ zz?ACGpq`}PD%-v`bDzry+dpfsy{_?`I(-kM(d&NcX*Uc0XqjoN2ze9N#wnh!ypbB! zx7h4J5}RAyA9Z4d?xr2viG36J-*dr#Y*_zP@QpZ9&QMVOO(@B1FD-QMw?&8<1cmSo z0=W1vRU1v8I2^bV9v-d*lV+Ox=F=1~YVd9Q2s19|cd_0_$3cayZ=;!VuwccJ(a|&2 z=4l*2jd||}{nzB4swlC!J0)jobZMk;xuNw$!oYYtW-#?Q_+&(13C^=sY9lic5OI4m zBDamd9iM)G^!0eLjfcK!Kb8C=y#_A!k|dJS1vY23OBx?Um9VX?6D!>l%u|cC=yWs40lWudiRaNNrX>Astq2KQ>#WhG1 z`=K;GivR62Ze+ojI#!0jjcQmYP}*X}i8VHNk6)woeg~&ovWb}tS=F#-$BdaFG$7e2zqiUC!Y9rtJ7sWIb6uIS7kDm$%lqEM~}7v}}j00z2)Cpo$L#U1N?t zy0QU&5zvs^wAZQ?Ur&qKNlZwBqf~fY3bGDh6Gms?lSyTz?t7|T-^!pHT9t#U?GGYO zp%OMoQBzx=oeV*u+pM$2{?T{|HU6jKqW|TE~mr)4pZ&Bw<;m}8jw!$ZI~-p zOt+SsBo6z$Uehnjczzj+F)gpJRX+HDb&i*FJa9sm#SeiA*7V&))v>$2SjCccR|EH_MO?K9S1+1b-g>E`ENhDhzS>{TsyU&KAv3^qzJY>{0ee8heKEu7&&Xc@b@ z7n(5)*(j?DR`99{CXK()eeNVL!KB?z$zA}>hJp}#=B)%K!V1G;%hhaU7HwAi?_U5h<17Ve) z5@2h59}R3>uaB|I2{>yTv?rE0B0BDGOOz~O=B$X!>nTVWx|PKUh;^OarxURo<36g2-w*J2_gu*-qjmC)!miL zq{Kbo4IM_)ke2_bW0v(lmpHh+n*ccMaZ^O*JnT1ITr>t;&so4b1U^!Hc=t?@nxtr< zR4?3HATq)B!@V=FuxX_5WuuoR0!j_FOo;_StZ@19nw>3C9%e7j@#_H)@TP9~apct$+5o;o zC&qgHH6Bpvl(whYyP82qpp5oGg4s+b;pD=YnK>}P^9hHu%bW{FNA|l>pS0Pu&zZ?B zOYf$z)g4~|_Vf?whKc0S`_#$+O0v9mqhv|biOj86S67++3g=e-3nu=zg*66lh&z3y zrW`slosVu^C<=PzRA z$q4O zLu~kn-S?GKE3B_!1HAgvTULjixF*>%gN|xKP7U~jPYHXUzpq+3Dbvff%c;Ff&^)$Z zg~Y}_`ygU7LS6JWf4`MCo42o^sE4>eb~BLkXWo!xvO@734^FrH58z7M054sFTxhWZidk{WH;*TTo9Y-!z9bc9sl$>D&1xSD~k&D^bXGEur-Ccg~51;bIaCR z&8y$8sMqaX_B6~&a0T2EMfwR{P*`|mJXgelqiPP~P&`TdFT>UshriF*NP@B=iJw&d zMw!WDMj3>St%?^@`GbzD-1AZ_J@!H!MnU^dbp{dovU}P6nvVKPnuqqHy@9P?*oGq} z+;fhMo$^5z>ibDc5>qZ5VQBeBjD;b{VlRrY32)n$@EdS{w@QY&LbBY!PSseW&X$Y> z$gi>k1Q3L0y@g#)X5-mjZw{9F9~l7A*o-R!C%A|)t)n$%Msm=+nslac$=pvRFr_06 zwJ>3VejIuezzTQU05X~rjn}E#1bd9UoF(*8HT_U=!pfOORZ0v0`z!|<{8}LQuia;K z5Hn#-tQ6=-BFGpuv6tuCqW{nqN_kQ;lJK|K3qsqd>F1ESz!xxrM))4zhZ2P^w-K>Q zi)fD+zaUo3g0m1S?nF=V>}dnJOk6@+U>`ZFba9hLI5)ca7e@ z62*AT!?@6{9ElJ3`R&KAbWR_?%CyVfv$U_meJTYvNo;j(Sk;^;w=X!7?dWL`wy`9LSgRW7F$dbl?n#MGJx>HpsV16OrED-XG0mQ67S6S z(P`i!g769#o?czbWz8cx8-vFsN|4w16szu{Uy^SC+)y^XmnNXK#XYWJLK921SIb@f zX3e>2WPraWs_%OyE1XPn(RyN@dT8`{1&;UrAi0aDQSC+JQJDOK2x`MA8)dQfl`p$b z2($Xfbdh`Ixf-j3FkeE^*u47c^I!}rNUGiO8xW8Aop!(j-n@v)BGM=S)KxYd2%eFu zf0CU|Z$hL~DXe@$TnXvE`YF7rzCl)a$Nr7#*ES~}t-SZKS`k{YrATkd(eu}>W z_dRW=Y6c%3R&$j8&&CEv$~i;bgnv$_Y{VeJ#|wOojQ+H(PS{bma+cSO_1r$`v55K)$?XZ|$uMwjx+><+Zj>)`94wCF>F^lfie#j!|KuOm`>vYy zHZeiX-s%wAQoDyvm9mxA>YceL^@l+W@$M$-frrxkT7WMs4}^^GRa@g$B&M zxpO;^D@eyyBhw3OhzNCE_hRMw^Dj9u5$EVjt+-hSDot2xxa^d5p&s-mecJfmbK*UG zrz3{r>&X4}kx)t?6SX02HNhnQgQKK`ycivNeIa;J}k6`3IQZk z-Xx!5?51^45XDd$=%{s{NJBF4SGmrV)I>Km>zvb#ojqf=Lp)pAm62L?Kswp!t>Ij} zgA=$3INw6w?i9$hUPMdn~t)CT_x#MJjg|9@gZBK628b zID8LbhY79}#EUB4ez)oRrmxIxmZn~ztScs-!^b?Z7hHx<%|)Pc2;dh$CE!r*i$P~` zxgwd;3aE-negFEipvG=}N6t@g&7=r+Hz@Yj`cOw?>~GTKY@ngVH;-Nhqls(zFZ}5> zL0WW7Q)`K>?~9)>Wh=D#=w~OA4B0TA0Gg?N_0tMnbO=9>g3$v@Woz@?)XH3~i_@ly z-SZ=S)#Y-(_QRi$oHI4HkqN2@#GUYP#Ft20U8S=s-@IGJ^P*-!RHy$sybwkdxU;-B$!UB3jN-jI3mpI5!mv_GFAC(E$ z8~%jAE=~$AN8FZ`Dov#TjHy}-**0={sc;1zBk*mb(g(NVti3z{D9Dx8dlZOYbECI6 zbg%O{?=+@I90q{pjU8zPxv#j%F}Y`4N$UM5G%QS#%%G+9+xYmxL%n)w7!Z3b7ym(; z;i`J{)|KVdtjE|)EMzdxBmQl-lqlyaWT0l?X-t7hX*%>as8n>hQ{_hMVEUa>sVvf! zQJnVo+`|pCRQEdrGhgT>=g&e7c&!5Hc;f=4!I1S2N41ME11mym;0m7PdEc?{lia^F z^Zy0K(CL#Aq6(t^&cyefpEu-5_~FW3--Q)AVNajiwWRo_qcR)|q9VkT&&KFUU#S;) z<{+b_5Rx}=rG5`Wc_GS1n}g85Q0px46^&t;MJ&tn4%u)OOwKKP#_`LUHJ~lgZ+J3|uokiQH6EsDxcfem~@40?LH?9OE&V;i3K)7^Pkk)_fr7__rc z3h!F>c8S&aTI~Hx?wE;&lu2xWb9$|YH5&Q6=i+{g|H?OYiBJloe&+v1Q0jAes+m$ZDeQ_s_;=v2Jp z;cJzBSJ-;aj^_jNr$-U*9qu5GrV4u|DW4Ge$Jlyw~tFt@>}QNek48r8MzdtY^wXvWemWLxYx9%7C?M}8~3gdlbIN+W! z7js9}?GfNkdOM%2rV+~ed<*w8sBvzN4t8}wuOf-Q|1#~R4|!+AynJ;H;g3>-gkqrZRuo|W(h&2XH_HU8?gn3rO!^*8GO z$B_?zRjcTVNuuld1|IE$1RHdt7!`Gfe3OL2+(1eLUJMTbSP&+n6do$#G`^muHljCU z*RLA_y?|Tjn57gdCZQE#MbU?1(o~FBvx?b7;nWA@=xX`eU_NnLR5BL1({U(W0_a1{ zmD<6eR|g{YrEL)xVLIA!e^MB^0I>&=l{AlDG;sb6-Be;2En_-FtYJIia4vf5sm0m@t?v9NgdBM zx=Io4XQLzlNALDO9@1q`tF#E0)h$Q|J0^l)X(B*yZANnA9}M-2Okn}_0{v5h4PG|h4Myca>fac zcHpM$_bBALo|e}B_DnGybhR)m+N$YdimEtHwNF&16f=D7orisL*-Ih4>hVTDF~7JG zq8k8QlgxX$>%!#9P9?qWnzn0)X`g<4V{TJX2#Y(l^NuHZe>?n$gowqcDQ3xv{8CwB|kU{80Ip7wf9MOfm?WPq5zY=pGW?x*8E zXB>&~3o$VP=k(eDF~6Tg9?SWc7A8w&gw;}yQv=_0LNA(rN`lq%qu-O7vSc{_%<7s? zNaunz9vOnJH0$B=XRQ%eueL?PZ5}lPu3-?;Z-YcD$C-aNnjyX?IbDyJqy3_q3xChn z>(d}EE-pWE|8)LOODTNlL_mDIZH^H0Oi3L^j2$O=0VVR+-=QZ=W0@#rzb?cE-j{E{}iU)lTaE z`O*6@kbBveQ9G@rO(Qjh`8V0}$zyOW)k4f)i@!)P8QtahFry&FYB5oc4(pR;Y=Z{t zE1{b|BTtTJiVH%I%n)L(A7238RCcdbn(^>}zjrvAJ{$>WlSBI|zYj<%ONiTU_@)wD z^9oCPI(Q1xR!Nj4k|?-sDR9OAQfI_RM1(IP%CiNA1cdADth{xN@f-pR-|>0+I5of} znd{NbB`%$uY>w`~5=4y|+hd_n$q7Muoc*%gtxK(-#A8!CNzf`hdtFxxS$ugX*<#)7 zf3fwJQEhPB)-YP!-QBggySq!VLZK8VxI=*A?k>gMT?@grP>Ka9S_%X!Zg2YBbH8)X zz2C2lBx7WZBzx_>=3H~m&6?hI1Qqg0UEuA6!VAO;RP?S(vRYJeWOkFss=eo)R{B6W z7Fp}&1ZJ6APFDr^RlBkn(#@dY-m;m=+AFWxYA4?CJ^NVF_d{oR+vYM*m&~n55?tF~ zNAcgYZ4#$wjlu8-+e)K!xwD{*GU+5Z>(2y?g3ki0@~oZ^W>bNb`N)-rM3nwL;%Aj? z-(PF`cCY(fr9OumRf8%@2Sc>V5u`kUNYX#}!}e4!&uVGdap?g9Dn4@iiEyrPzIMp9Z$#-+;vG-FdASEy}W*`3rxhR;4*C6_k(%rW>PFgGMS;D;M z@=CDGcPQ-OeJ%)q|42MJGFf>Ch9e)Mj5=2Gj}%fIW1wRqJN~53pXXfJdf$LL?@ZmdnUibGy^0=n!J@JX+Em`o!LWaA1GM8SS&Q0`O(lbH@ z_RX4_K8z#c1W5z;N0Ji}r|Ubyj>>jEr#a`HAXw>4i;d3U33}&`qg}iG=RalKXk9Bb9WCHBZlRMq#@(Xv6Nq}U7HZxP?Z)@(rx4=XJqeTE_y z=6!>lbIJlV#(Zzje-7__MW6;Gj(Pq9Fgw3$I@m8AZAPQWiKjaI2EJDsm7091gO1HG z@tk+s+_iRtpcg#Wu;G`S5RE!&w|sFOrer|`e+%75`t)K`1#zdm^>eZDt4B=0S$v%fZ> z2h7dRB`(W@kKl;)P_1C1r#cviB++=H->bl=4!tX)PmTAZA6h8d-a&$u(DrqyHyi%>WkN3(APoY}VT|)&M6)k#bB8^(!14%EayTLqN zhMmkLM*2I{Y-ZzQND+~v^;)M;wbpNTDOB~9qA(}?C*n6uez;p?IH-ncFRY(%)zF;l z7jxrM0+t^@J2UAdt z@_JnGHbdDr0UA75nPXkbudX)P1bi#3r9+*I+Kh3A#C~cLSOOJlqv~ z3trf4c!N}ksGX;x@UQ;B4f{MSjxTe(ZmBaf?2ClLKcG@h;XOI(utBamJDI>FeM;$e zSK;liURVajG&T=lJVrAsvDajgImQC-E;J%m<7??lD?9cOHW_O~lGN<)C02dxQd`_Y z<*2@r0}X32ZW1kHG`#YI5d)t_cfyem=-1>` zksP&bc`nq9C_uG4TL~5d^i$HvyU`q^oBC6V;5a?Db%H;>Hp>J425yE73hWITlFXy>tE zujqSQ?25%Dj3*4sW}5S7(k#$oC&e zk9_*n>CTlEwxQv|hAPlRWB>U(vfziKiv96qI(x)4O}7n?)qh&j{~jm(En%uRaM95Z z0mKZ;zW*>BKuuvdXXYoqLNS{CV?iYnC2%zIcPy#+nyVd#)$?(>6xHj;rf-_U)!lwj zDvuDD`ytS+^|)M2cR;q9`+OMImM&feT;Z2%1G34abAY76wOo`Qm8E5d*%A3M?bodf z_y#E^*Rs7WP@9%+xLs!~bs1tRT-V9M#_hoRtt8&gqC91$a#~X1zpMqpx4HDl|dP1 zFdcFd)N~H6waKf@<65)Hjmkc1m$pL`iH7y&vah~1JWVFJr&Y149a2| z$?tRJmi9)X!1PFCSElkqe$$W6Nqt9XcC<@Ora!R1ijhnnc%P%3^;}`%qwLWtpx^VX zDcOJ2Kk|R;mqL!AgemTx^S)l2<~auMkZEi2G_&LG)v?{x~u`t^eiwE&_k=~7t3-6&FYqIAE z`)zh>f->sOqc*1|{-t@T2*Hoql*`Z^r5=OU8R%_K%d2cUMjh`|1iv?o8`g$ZZ5Qe~ zKe1Z<6kBv}0cbQU-Df~)rHBD zI$Ny>()H4S#dpw1Ku?HqhQDW09TA%oMm&9OpRVHDpPOAzmm?x>-%qug8gW$OG7c=pa!mpc_HoyQ{wCok99@xHuaT61hJ;ZcPQ zqxvW;7t%w>WX130d8|ZL0sSb@=Rqfj0a`$?({K=Wt?XWO zCuSV4HZ~~S{n?4eF+mnDa6g$KW31~a7M(lQU2xPqb!wR@*3*YP zwa6$HO|}tVxCx|;Jlwwow;OMC$%SjngQ0A*zDt}CiGk0`OryS-awOm_6}xpo9z}E?FQ); z{+oPwj}Dh=#4#(4sM^aUZ6|`kwwOGxg3C5xZe9Vu_0|p$v8`_2M9VfuGo)>n8}p;e zbcD@ONpZnRZiqPleTp3)?hX5@fC_bJq%KN!^>Q-u;&kTZic)!04={u(HWnCy7V5Ji zxMi%_|7e!VDvr`Aa4eLFigS_mE$(gp+_8Lq`G|nC{`C%o8y&2vZ;KVh8nkCi(ZRwa zQd86$9{4kaTIm=47v6@(clY3GT;2zF5ppG@LgvgsE80?tgg`LWDF0J-jbY;~=yRz} zbwo{IGO-nPchffgTI3bhvir{-lrcPvl=~0HJW*gv^e<&}!c?oQ`X`lkdZFWT&Tq=I zkW_hyxE@qyxY^u1ljIU5=%>j3$iP5c_FSD^R;y#!580NhciNV5o%X*a?xyFAh z$LS=(CMGA>Lx7YhCe9jk)YofNxt?wGczfl({I4?k`;ENQ4&8b%{4B;7}lCN3WZMX#rFy?|>(@Q%*ZSLK&Io*fAw| zn3cW-Vo+8>QTLMAl8Z8Emxryw$I@*O4bg>Wg z+>uJ_-t8Ag{SY2U+ErrF^iUq3I-aO}sp9I?y^f$m(QDI+2+zixt_xSt8$mL!A zaO<{2Uv84kiV(W!0eZB@z|B=z{p9n=)oPEsVUZ-_dV%JmNf{f1aGN{VFk*5TO7o;R z3NNInGw<^RV&K3RuqmOKCH}oSQd`!?fV}-g5)aeB9Y#FM1G_WOtqc~K9_gv z(8*IETjXlGE-s|cO_6rS!~xmnMWDjI>eXn-h~R#?5SSafE)Ry7D3upv68ml*;a%NS zHqV^u{tWmPOd9;lJI31oLw)_*f7lZ1C!*=hsd(_#UDOY>X z`~6eKW2nZjhL+gr*=wNptv1Wn%hf>Ij!J}hG56zlxO+-%NqVNl;{zTHb;>@h3#RPkhkQl z0Eh)2s?r_RX zK}hP%9{Z#i`De>HE#mQv2rVOW>93ZEp71YIg4sF&jCo`HnZYQ&9R?Z8Frs_^Kq-;D zeuI`FyGy~g$vSw3&e`{8gg#~c+{i+GwyH!>6MQd_MR>z5QCFVfhq*=aGaDA5OGLu1L`e~*p<={X2*)-iEO@Y{ZtK60uOAN(6sHG;jcFH^z!TsYf2mYw|0?L2#hx)(A zp})1Yi5-DU*TzlOUn9}snN(iLApjjrPqQ~!)5Kp=(bA?`*F0I}Vu8RKr88X2X_HII z%d3{X*5suYDQjqr_+lwrHhK<>>8iXdqV@1futUC@Ls!v zj<}xFGgI|;DakaP_!R*EIv3APgb7yAgDhn+HcHO5MS5Wdq-Am zIKoVc_p<=2QukxIDlyw&afVCCbaK1*$N$^ySbMj5Ed=pthMUD-gB zHdHyncu$(^-sjHyod(BrPg%gif!m&9l^otcyR^heoV{GS#t&1=-(NfEvh{*x=!9tsL{dT+|Z zU33FZz-2G&YxZ);ah>#sFL7&Zg-UYB5>Xmx&TbM}aBmN5RG~&apEj2sNoq;wv$2%j z#TZb2VNfJCZkhk@8E6&$2QY+3NPFPNkFF@@$%k9e26(0mNw28Gf8}RjFeaz2VEh@u z1CQ7De5a2%eC~YQ67QQ#ljCVIoZ!ZbC8dFe^GM~-x!2Z7ErAOUsp-&LpyP{y# ziBhNwXdiY%R982f`%Kmv(PPNKkHQrJMs)wYKMkU5K zNF#A>w)=-~*=%ab9z`c^rnwO518)?o-4_g@*)7o28*aiTI?J(3~|Mul-OIg0{Le7`3q}xD&4ZedH^V;ex zq?X5ayf{VX9%_u5$2OK$Fs;C~ z3F{29G0>x*?7OMKF(QN;OQ6uDhrrgp;I>y3_^Ci`eeRNe$=R;i|92<>H4H%e!r+B> zYMF+Aafcr5cDtt1)RC?ZDglIt8OLpV{1X{y`fgU0$Y!G$i2>{DzK?aMy204NB zcX6)5b4dCtv)-#VX3@s|oo&p}v&sHwCvGbqk?@8Lj2}q&BEL| zn~mBD_LL^ki{JZh(o%VPyjSZTJV5CGj`iPJ0J#pVWsI=&&MEjoZ*T>tf=k=KC)qgC zEz7wq{ZGJHgu_h=oATjnXu2J?!M&Ol+_#*I5D)AUC1ioB(?uOEbIys6XlZF1J6Vlv zpO3jMGsBruiWZY4FkOk@s`dyroiass*m&Xa%nb8vzmW0#|HVj zXf}I;RuG8IrI$l=l%=1g#%fG~U=zW0OtC@6KC8kf;rn8U(1^XzDmXw@Wqv>S|&gYcD3$@fG=uj|z@ zIMW-xDaM6_yyNG!?P22)ecr{3{-w99@dhx9aLFHit2c|;7F^j&Sy`tuBSxfhFhOrW zSJ{{=_3PjepE67$FF&=We~!Z;g-IC)bR@dR+qxWnSq{9TIQf)Gtv7Q>%0$`tq0y0V zX={EAp4w42Tl_?^uO)&0wb<0F$1HjF@L}N}8zB}F5GT`2BBV%KUnAL(tFGWVpETS5 z>aHk{>Qkop{bJn;~;Ak4a7Wt)$>W{$7GM5)Ss2)xN zv>{S!1fUtsqbGuxy>#`NOimwNuEy{v4`2IRXajpC#oDcCZ(-{B?K%zctu7aIoTd*m z1s@_oKor}=%uJ=_Qnq4xi22C!oamrii-Vj8^#RjjELpSx0GfV6b+dB{vrJ7yXk(5ZM1G%T<0mqYDX#*^c{ zjCwXBfNVA7AN$(>hXeoia;z4)QX1+*fo8bh!+qzbGOYyYUW>*``kBJE)jvCHup7#m zBvsB(-@KCoYm5lsy7EeYFIszRakQejBe2wXuL29mtsdp$`ktXqZI?>iGcR+WO5fu; zmw(1?4pTkDcmTTa5x5VQ3bBN^ z5GA9?Icmr*QJbqYiVl0OvLFVWWIV{e%nCzIcV1BGK@*;ZlO!zpNa>KJ|4tD8M`b6pZKPBn}ve0_3{`F77SVlfwP zp<(Q9y=?fRWfm6CxsG2CuU=x_<+RF~`1C+E@w>aN+9$7bf21!|`$l6bJP-2cy_=SG zVw~)=MaOz6+;Xxl>(q#tyGv6IwWfw_x__BKf`c?GBeD&bn`R?-VG#Dh5LHzaU z>T;TQE}(Wc6K$&g|4xu3Sdi%@32L4Vp}g02J2M$WpiAH|U`w zP19#Old(;e$D(4~@*`ylWkQyvV#HYPN0;vkM+3NZatUEBb_u*&C8y$aRdLxs2_fq!rjF>l6V7{Q_l7-L z@lU!E$Y^g01K1DL6n6-5$ahE+L7%BE$g%{-f9JDa>7C!t!G=o9>D z=d%{LmdZIA6H&G2)8G$y^FHq#GDg=vOT%9)fAp3*B{X|~V!BD~n*C2^4?2N{Od${O&kUGW zoU+O(IUyhLQDwM=ah<1n<8&$9HVYrSwPL=IkTtDkt7WrT;4`bR(tZ_n-s605MREJ& zWpxlLdukOprdgY26GNwy(M{0_p-+}B3Hu-DUDjdq!Lkf&XuuXt4G?_yNTB_6Oopk% zk3aCiq5@ZErcy)EOj=mPI@xUQIoeUuRmi?O{p45v`NUh>wt$=UU`~Dqf$B$SVp3xN zgRZdmQ+#@7f%wgm$p^RICC0+7xW|+p&D9~J`=Q^WP%GT{7>E!h*p?7)-a5@ z20BvFrkh_}gl1nh^xdpEYX7J+VVV=a%@g}GFWa*I2kAeW=6`xRKgL0?Rr#&;pof z6UT**>;4y7P@oxn^yG?KJL>XHQCo7Xq;${i{+ZtunKz^&X|HoX?cGL&h>W*#mtVSM zUFkQ+zp2P{p^2ay1J<*P=)N!;eY!xcQrKz}Yz6v$0kaz}#NpberTxzS)U>M=+0=A+Dcn^!hRBxWCL{=@afDTYYizwOX{x&Fc8+xoHPgtb8y9kgOO zLmjlPz6vX#DpCEjICLu@s!>)kqql-?;? zXMS&P*dMSf`Lv~@-+^hTzH{rle_i;L`t;}QwZtd?Rnq?qmU!8-@IGh|hWA$=HZ=;| z`?FG1eU8=U?y~U=8v;>)X^PNh=0UIZmH7>W@2aB!)XX|jpQ?Vfrm@rJ*fo)%?=;1V z&yezEMY-|ItwbOET!ZoLW!|2 zxsexz@3Z^At%e16dl7l*o4<29W0!_d?Axevs&>PR_63=q`v7Dq9tjrJWK=UFAi9XP zI@^Da7T@e__IRH;rYxJf#{+iyAAZ-^b{vuEOA%-x>cRf|!KfeZ$BhsBfLKl_YY}QC z+?g+;b>o;gPbiSrR!ds(b9Y8Y?RVeS68JFNxi6N(Z&K%a`@hxhRYh0Bo!KJJE=E6I z_g}4;t%t{_vk6gJo_27m5#sXS$^s#eAj~oTxt>lQ*vSg!uH%cyKBmdg5{`i&> zeYZH{O`2_MULS$518H^0KVR`*4+gB%Fzto&Rr%QVoEx22clJ^y5>sQtd^8N$IXqZH zU@^4HSux_++_p}wfeO$}*$#7wJa1&vcSgBJlJ zaa8TU3;|aKMRd2-U;YHz@c=6pkB0?OTzibmUpoWwCUFghQb&YGeYtAVZRuiVL*~pL z6%@WrPsrDiz#J0VHcV8(x#O=41P=f^6DdRmdY;?Yoq4fup{|+#-$mc30Nfh@*D0Im zYX4U;D18apIs$!$f3z%#)dbkcuayO+k{5hqgzfA}pp;(vy<~dB@1mUFOJY-+46U9) zX4jmlhRMN&jhXeP_Aiu*iai|q3e=Egzd6g5V^H6*S8;hIK9TUewTr1c9kwY z4|=X=sc`giir*L8_lvuCzY^?EKCyq5=>BLz0*Zc2k4;U2tNl_ts^wgzV1%dVgL195a)J*0z~hf>+1fcvL`Vxi|zwR2Pu_7IWiBClKNk1>nY{Lv0F9IUz`o0~DPKH@v zkYG^EKIv9?*ycA9sQ7Nh0KxdocFQ1LEpr&45&NCgw zfxX355_iW!!}GyAq4m#reGLQ7YxX02s!0b zTQOcvOP^j#AeSw4z`w2Euz9%3fK#bpGs;Sp*_#`VrjEtf)WQ#Z2>?I;qS`*_k!UY{ zd3GO`IC1i}($r-!05J4{uxaASi-1E$Gi`U%XV1b0vr=H^Lj?1H%PsD%GmG;HiZUUI z{y+UZfX9MAP)mGatmx|54}rAaLN#iLmxxxdqbHqxr<-hbV^uBw*4a^H$afwh+a}Ab zWf$0Hir)GPG$e&Fz0Iie2@_I64j`{N|xIf%77n$mM;JmDzEL z>pVwV&(%K7LYrb|I=yQuaQ!X>$ovL;1oB@q(@t}&^Zn0yEJE!SB}lS0haba@!>BU? zM!Dk#!FE(spkp%*z5|_(;seiSD}o){C*EFWI)IZuG&-bV*TAgghYRmu&0P4Tj0T*m zQ#+#M&xr+gxdzl1TD_zs0p$9{A^^&S?|=9vY`a=mG!wV1gGhvpNj}n@$9MWG2AHGc zz))r*&qe}+r7tv{INc19@E#bAafR=@>8)8Dw2e~HvP zHQ!zEjkNjE$Ql5860k)m{jaDQ6DZU(zF1KI`CyHtA7-wKL!$&4+i{cR*?#@v`8lQDM1Su{czra?jkieCv239c4=4~yMHc4g z4vOd2G}f29-iR>mCpnxRNmFh9zWS+K=!>t;L8f-mOG#w@^ivSq=L!Js7eT@#rDA95 zT|HHZ9**$u&@1`E>?>&?dUmC|i+5*wOv*=CUZ6$4k6i)L30*14tJUj35Ip&Sr{Tz< zdCCn*)c9#3+D+ZyE%?JS&`x>brO&xxOXwq)Vy^X=#^uXZUA=jL-L6PlOTk3bt+nEB z0sTP{M413*+>pnkib92?Eq;{r^z=77{f7nqwNpyE|05)+&+-JvY~P61!S{45v;z?HIxC^h#pC9m>BPJA{qY{XC{8q z+4aZ-O)q#OB2vIKY>oCf(;^<%RY(LJe-lju?r`n^c5>dGYZ=zOryq-e1n=j!ry&~P*Zmd506TxSc0G1ySI$%s6toMOS7gkDu8XmrciJ+8 zYrm=AJykl)cRqt9;Q=Q3k>wTtv7?;duu{8Lcj9HbYyo9NOf%}8hkmc0g^cYg7#ow2 zd%Sn{f66_NPqaL22!s`YtCk3@-H9=keovRUZJGt+KvZn-N}ta{^+<2lcQr#lOx@v+ z49rYRD=I2-)fmxuYH$hh+E{t$n#22*|9C>muyR0;&gQ&b#xC0&-H1~jxOetKxMb4) z<+{NCur&Wpni`CA=9gyi^#`mkej5)UvzD`c?{5hCS%^~gwY51L z1$PRQo-dJ-;UTB%5|3Sf-?v#f4ZyJVX6(hu3Tm!Fdu}+D-#_3mYVyCedB-597~0{FjR-sT$;UP0)O0qOVgT)ed*l+m z1!A+m?~xJL)o5W&iAQm|GAVXhIkpE9k{%U9hXkf?r2@h$!}3#UcDB96I0E&doBuJs zYb4y=WO89iRc{7N2L`5z8;p;zFvK5Xdv{~;h6A008M#i8k^VB zA9A2JMBne@l8L%2qY_WJFdT^K`LU7}3~6Spd-^jiG@JNvp}PFNq%?#rVwNNH{`=-; zLPCGg)6%Fx=oDI^ZMM(ia7gs!_4OLe5Ip(3WbASw(>E4?uzjNet{r5Hs z(z(^G-JS5S=lM|w3{XBRR#l4>SksOB2$M6iy959!@~_?{Y!S!L9+K|9?)CT@J!fj- zjk05|MvDgWeDj4IdlyFR+KdxKv48zsyBJI5g}D=JlG6eQjRFRoQIL)`0kHZz0s02i z&Hz%sc3Wa+kz4VFwXAe8LLrWBlm7sw)M%*4X{K6AL>ipI1**i(F>}v|=>*6C+LDql zaF}onzF^52AbVCvf4s z@t~x+*5NSNm8^pNB5$j#ofg}Wxo>bjsw63}O}=WPnPZa|m>GilNiT#wTVt2$!^t0` zZ-=`5QspRtS9(Xv12JKq>6fK3AJ7^#JYe!MBXve;$kd)MvDN3fjqfY&^IVvS^JM$3 zsw{w?zPhKesy)JEYl7~4RS7iP4-@g{zL)TL3ftlqg^x4!o?&B@ak1#X&&8Q{p}~OX zK})BlU(}k-TuC^@OX94px9mHFTh^7Z|9Yb>#l4lGhBlNT&;u{u)>bY)$HKaqXjl=Y227Tyy!&Ll5YIIu1ewcHW+CNs>9Ow>v?hRnzW*T<2>3gTjBT$iKu1 zyP=dcG`?sFLH{p<(pf4+z5@~QLui|s`Lxn{w4i~ug#y~xf?k9n>RtS$_^Zb}XIaV8 z5Urg~^`QSdSYYQCHK?!0S^Ym+TTui>B0L!Iv5QF1~>^|@u|E66O5HJ`!w-D{G4~`a1owO#l1rvQmJIwQV zg%8@zA((R8$*AJ7W$IFMdS#aQZWK?UZ&wtFJ|!rbV>)I*K|b~qAV^uN>ZN;OI&T^D zR2JYBiPG+kIXDMfr-{8&@4}Pbl~BAebKBG-^s- z65|{cgej3iIu&SL2wo&CW@*_T#7u#FE2^s8>OKxJMenMqoojUpKf`R~v2vhkKl-BJZ;G}3k<+>*x z6%t6_VAiXW*++!m_o(bwlR1pJOZx(EeTQu4?(sK1RmfPb+?oAUgNK(>$zI{X_7eVS z^li|KFCMO4J)6E*8v0+?>Ppoc%SsTLLqy^?*m3~7lh?mI6HPKAylrwh zEzfY{GXyLs%b>y;#p>SPCdQLS`TKu(>o@zjy~|3$6>#Vv^f>%VRj3xyiHA9JS63M5 zkJMxOhVZq{#Gov^v&58TZrC;j8YNHaReuK?`YjuwDpAM=Esf%1?!+O#*y8!`apwA( z`aC?dg;hb31i>-JbL#v?Z^MkaZ;l#!*;toRvLd))ALj4 zzt=`37xkK!0#|6{=ZHfh$eg*cy;W7GP6Pr={-eSAr}@?&?6$~R<)|pH|NGuxj}9zV zrl(Wz6?JuI0AP4j-86LNVG6Rn+VV>nKwh_OmRPM{^AV|NGdH;Z(JX^Uw_nV5P~uDlx&v6Wa!tz{=N zGZ$Or4bS~u6uJuK^42=xfH&fI;cf6@2m4az~Z)NpHm`kVGi#XA04ZHXz&o|Hw&Qrw? zAY{Qv87@ZIJ)Jqq$Q7l|7RF4MN{vb^$m)EuGu{`1c`(TSn);Pw$_<6j_b&j6KmnW` zi#wQhHW+`iG8;l+>62%I9KPH*eDXXfDh56D3jlUDm;Eut>jB^&z3DZ#HU)~yJ|S$| z@m5aiG>{L4`p%5ECE?u@>u4XO#WoH=@#^v`&0jvvUh7ap@c2HhEdLxD^ZxPP1fHpu zJ4*I;)3#6wdb=?>lXHuE@+-n>$L+@sG`dZ0iRLoW8xq4a>xq>W;SS4TKl}{6Ar|Ue z+EAG9h9=0(ewU;mpu z-*(cHvWxGKww{rJu8z$@)H^dy^1uTUzSFg61z=~(JdU920s0yi`Cvj~00P5_o-%*Y z^@|w%I|uziKg2c02SD!?y+r>{Qp^X}BM0762QvwrAw;A|POEXzXi*dIqV9RWOxs}k zaKm39vrkiF>TH68v&$YoKUrX#cgsl14ElY@zjl_l>^|?E1(s?+FKikE7DVXycki&< z6>>9c7UXfm>rri)f5sg%WojQ`Tsy|t_OB4RsJgCcY^g@Sp9&v3Jd{+&-&fp_^>G@H z-rCxXdw@IUznG7HM3DhA+zSMF%%I{k06@7GoX@rYu>+h#bg45Nb;DhM<3FN<07f!a zThjHzmf+l7J`c=7C&UxNf; zaP5{;TXW@H7gJyUj?9F=CxXfezaCF_tM*)W!*fA>a$S_gh|-0CNOysP`JIQflumq# zRP@ z)2?{eN8E)m*n7BXSqCThf4E>Gfuo9hFVvAx$_vAHna_v1rN9V>UO zE5jXX!E>5e4~>Nys~zu>vJov~+YrStWYV#?1yN>~A-`3-41W zib(&x=lyGPw0){S_&}N5(ead%`(G0yDa7)h-aUYAQO)-o7=l(yKk70vwIgaH<_Z-b zzlL=l6i03+*;w%Zg)jyLNx;PRZ$V{nz=eGHsnmQd^{aFhb;6wviK!@C8)Joxche~r$qz_9RjN8k)5ws??& zKkj`hE`0?+t-x~!{3|+^eWG2aTZLy7BR&dRH2Q#ru8ukf3 zg#vsylv-RF(I2}+MYE){X2NzvzsX=)=_)R2p6m=z1daHcbI)`Ctnkok!=D>kbja>>N))=TV7^E9vU z;fK2>a7`G0XU0wK%^Zh&^VQ}%rVfEhM-B9FuZ5!w1-<(15SXfmJg!9;>~XoqXN$Yy zxFGBVJH%6$r#Vh<65WIHw8oxO-)=qIb)TM*B0-Kypno-vA0p zP<9UK81D98@3`(p3xf(W`RB+zMUZ18mq+zq1q?}|L~$|cvNpPV3Y zCfr~Af{3IM9B}NgidR&U1Tr7|M)kU}O}G$dSai*}1#;|{ecbte$ZsWU z7j4|dwdg^=$$j?0hPQq@R+!TmtX+Qn@QYYtsh70u${=2e(4wOXZdI$Osp(tD`Xzh2 z!!jp02r5z@S6I~hAIJSaOCN~-7k|Si^TqtLUShQeMFkQT#}cegua|8RcQU>xU!*yrgU;gfglWa4m3L_M5iro`Mf4l|cF>Z=M%_~_ZOcKBB5F4Ab{Fy^AIiK9lN*s?NZ3c&Pr7vrDifFUm4H7PNZ#OK@yVOd z4taHpBj=*=lCVrjo}+2!x5LA=H9(7=yJ9(dSjn(jop@Q}hrOYx8hU4iVzuz;PH%-x1yd-CF0K zhYkhva+;upAI8@6Ykyo1TCSG8rXUNmKI>5jlmR=C5`7TE3-4@rhYvc%lsm8ce{6ka zP@L_uEe!5%!Gi`T1cEyOf(C-S1q<%3!7aGEyEFLU&LF|v-QDkGpMCcI&bjv&^)gjc zHP3X|mGooz*A zOT?^aR0LHp7Z@Qr2UByL3#;^1N343uyuP;_|ZELKY1;!o#@^3_P} zJ|6HvXbAftFJ&vV*MfGG6w!iH0724DAk~X=Z!92Wyus zJ2;yUjoxs*vLiVc-=V+hGmaIjmaF?&RIca!&kOk9jI2xt%;M0iRkEbk{VOBYw4o0u z$j*)=tYjG9eYP3@>h^_?k8NT$s8FZ%+xU3GPp4?~%nqsb$MgcHnA%~Aat~Kn(kk*V z-oI~1_m%X?lc=xl^=n=l#0DLhj)fcIzrwHRaz7#1o$lE%?VLwMT`0(Aziks8awdLz zE)Yj{i20c2WP6KFAx`nqJ@Pc>`>HeyoM4X)My>o|X(())0Ap)wZnOIv+_jamvHUA6 z;ldlb9K&ux5?){MPdyw&89_vzW-hKasL*s~%`wk}>7r}>Bii>PlrkdGd+9n@x58gi zAp{Y!270Y106d>W%)3%#i=TFccapZiq--R~{PI9xL2}vlB4<0MVl5CEiQ3l85&I*> z^*p4IVQGAQ+~1&>i^~WoX0%;55M53{KZ5omlER6n(z+|`D=Dq{7l-kmq6SrbY>kA+ z6Fvgdm-OV|3rmtB!GN(}S)Q9GE%hhj^)m%Yr^tsfHoTDB7z!tI^AtNW^vN7o|IXk; z;&=DNOVBAH@AAuPmkvI%S&{kCLieN2^TA-Dlpi@YuanSSGZq=_lDlE4s|jLY^!ct3 zmNQbgLa@?wh-4S%_Guj_JKcAh36{m21{ON!{jn+Hm@FvrEKDH!Qty=&syd!kRLw5b z(m#~q4Razv&kaB;LrP87wPXAsol#g4u>AqkmMJ;RZe+A5FMb|IdSeJ*k7`WQh0o&MO5^`pqo(` zDKU!S&JDJE`LQ@2YB#$z)$12Bhr-&lgOBHLiYEd+YATw1;wQ~v#p`z^7h+db%!>1A zX>*Tm@TB=UGbFF6KF2Ze9kur{4?pL|EV(MSKe zc1GK|sy9kaF6%TLX{e*R9zoAIH_yjK_mHio8A?z`yBcfD1P7Mu62+-2sp?hgYyUns zf15WetZ{HjpFtE}y~EVP;*{a@MWfvDT1IndFV5(>%IOs4s>?8UjcKSfWSN(XD{h`A z{?q1TB4qE>7d&7rGJUTX&CFce|BTGxM-y+z1}- zUxG}^DHshRU_@A2hUzg;vjbsZ7Z7#C#B8Swc0FzMxMDw>yEh-3uImO&{gC7MdU(jK zZ}LK;%G=@*MJjnUqn2lJa~L1sqB_|0I%`=|lQR^SznhPBi%@-*l?76XUX{!!-94^5 z6nhJG*cb3bULpsQ{=zFzrQxH?2(9$4Z?7i!{5;&_(5Us$#lsyKN!~$ZS-E6xQtL2v zD726`!<+7N0OfaQaO{0gHV-^D=ITz#I^~GD@5fk+iQJy_ST}+7s!XY`XlF#~eQ{@9 zD)WdKN#?D7FN1m4(cyroAfc$L7|-6DfybUwEWGTol(A2ULdY#hjM>CU*rzbg%Px}K zniC;!HA1R0lt{>Na5)ua>JfZ#xK5oa6TZ)6ETDfvTYV|crzV;$P&j$(vPBu?!g*Q0fTQeQcJD$ydY%3VBCB8lV|);`#}0BF@T!X?mkfnN$|D|4;Mc-0=+L(M71gwI5nUwVk!jP z1P8>MSJizv9>HeQ@YR{Vpu_0(=e<(#wSew(NU;vNScZ+DiUQQF^u|hEfbL=&2eyKu zvumJhQ=}T($dnr znE;eX%kT_MV7>ivNaX{4TNcKG0d5BB5hNw#GQ_S*S0bZJ`}NR#;}+V1k@LKzS6OI z#JDA>#Df>eqg{SqkOV$5TFw`WV?ZBC&=nFJcBTV;mljmzo+2#2c)?AKoARLs`XfeQ zZ9_^Gh4J5J>|L)`<{SXOaBC6&xA6<4MlpFM6A}%)=*@|l)$xx(isl_c9P;ZI-3Mh5 z{4_2Ged>Q9bG*&$OTBz|Y;HDo4(yZQYjYvbe7aPtnN8^FXsqocO&9q|#NpO{$IqKV z1+*Gd{e-J#Z2O(*D_EQmoJsV>K?Ry@UOq&t@*o_QWpz&1rE1_N`i0E-w7E~aX-gW? zM`&A<8C(qgtF?%tmS4UA%6Q?0Jb|D%3A06d#t)nNLiuXS8QsA4LGK-R{0ujqzUuK~M65cNwuJw|3Fh{5Fw%7m`a{sU4FN1mYO~0knS>uC59U zF{HVN0v{4o8BzcPi+t+`r_zm<8cY7i#^mppk2XL(DY=y<1qp}iP<*Sw+)|g9zw@e1 zk^G%Qr?C*6y)SpuO2TT6PjKRJT#t@5wD)UX`K2~`H4Nhe2!w>}lh5^>;XlwCgCcFK zP~$_CzjOJgSq(`PztVk_iu*Oud)>#U0w0ddQ;atRxE8eCjUd|B_L-KWuc*kF7O|8_ zFot3r6;UFBjq_vrw@Bzc3B~G~iyw=){PIc*&Kh?E_!9NyHzw?6!s?tn5apvh_4ur|p`YZz9&C#Hxf{ByNWL!f&)sg~$K#`V!RQF&SOaQZyNkS2 z%45=0$YPkP?v4#{3hEwl{E%HF$%~Wl^q4-6KVr-`_pAdfOt!t7E_V<9_tpax!;RlB z-9*kP!_^d{|9P|&e8}90%6y0pOCyY!!UV_9Cuj5_6|YKC>bze;oWbBwXw%~+f2az; zWon0C%KL@+0m}0VsJaXN%>vg`9LXP{tWo2!Z_gB%713;eOhA=TjmL4A$+LPIp-6rO zh}lUh4%pmlY0EoKg@o8@P-Z2P2H%#EZj^|OF7|gvA7zAsGb)E^XbNOaxuD|`JrnC; zD-&-_E(yVApc5sq>odtI*kFa4d24X=al{9kT3-9}klNI6ku`ubjj(@%w=fVi6{{Cd z(QZbwmly9PZBLdAe9$x8m0~v~tAMk|S8p!{_JW3Mh44A?g%Typ`9%sDS>_Y|jP(nG zxs#czuEc~NxAxa{WHaD~74ZCjezy0tP8Iw<3Bu)(7OXp{MU!5V!ry#HyJEVii+-v8 z1$ul>J?EqHeJZsp%6|tC=FCgtj12+j8Fv1dhQ}`<&Lng!cy?^`?cxZ+v zeO*y};8FAtOP^dL-s_J@BRg?4IN=O!ngPp8`A^q&+1p<}f?8BqUbm;V0QM5Z4kRTI@q$_J6E>HWeRW0v9NS`op4 zwayZ9#hm-O9CE{`Rv6y0?GW$$>k&+~=y{c`(VZZf*m0%9;YtBBY|=+r>q>lErcX1cSw_IB=7 zZ>%if&g>3#+~qtBm>*4HIr77bugWm))EQxmE!hbIx~(q~eclp8daND6yP#^x{g7S5 z$tO>*nxrwU47WOlJP4Yp*3%A0fF)RJhqctjgSol9{rS)M(McMuDkD8bF z4B3_;m45&Y5_woKb-Z6?&|vZN`Rb88r3ip3!gH>JG=z*XcJUw^?`3m0THRU%p)FD7 z_0L%nad1Ox6rD-6ArfiQ)BT~v0FiKyx=0hOq@C}SF6p+cBT0Xt-FLIu^dgTqy2^56 z-MoA`Ok&o|luYfMSXh|Zp&CoHx}y{6(GZUvv7)Oz`y7MtK@el8PoBEuIS=NzIEdqP zxYnYgyt^D*zfux?S07-f!sb5{!8Gp`aXYxO_*seuz>n%dJ!6NYC9n%SFqrXX${h3K zOvoe9D(4}th|x%CN#V(AMx?P+n77P-6rG|Ty?*w$kcr}he=E5K-43`-+>Ow?AFDxNR&gB&O=eDt#Y))F9%7T zp(@Nrd%9PIR<_+^c!qR#YmF8^t?0Sp+;_>^pB1dU^30YWQC!c}UNMCpc9Yy9J)cCZ zzg4DysWQmO8{;AFAf(8!7tsW~V^=+_<=TD*-h$wZ{)cE1nQz@amWkZmv zB2ZVzWS#BH?nU>q!`XKKgxCM%@oF<9bzjB>KA(lf4uL>QeCbmvic<+uE)OGL9%Ef9 zxi_i@B&WcdWU_o|PBHFMrulzpJe(lgIFEM?KBe-^X_QGOE-9B2YmSFBh`^gb%J&J6 zP3p!Kug~b7dq|cX`W67YyG&lVJrLBa&8qQY`A&+NKST|~RtCaFSdovs-t3k7oZ;d8 zm&LM$I^9|2l6`Du=L>wFqI!(1pHF9haI5S3ln%-)vtZsi2=rh|o({}%o6xvg6A9;UiY7 zzrG1aCetUqD4dBR>m1)=j0;O951$AoVQJR`0Az$BVB=2P^5x#}wnDh3nbe|;bOTei z4862!1Vw1mc=MM&ztKB9!fNOWbCa145183U;Um+sOv_?;;>6QRjY;*V@T#QdX2i2P zX)4ht4s%D-DbT?C>FJ(QEHNvfU-sd7tXi9oCYF@6YMA(mB%r?EMMtP!YdLU^;j3;t%IN1~r0U07>>z@|3C zNG;_BUd#v&0@7eKtIQ_s+Nn(ak)J|Ikf5cluwJp%sP9^3xpr|`SF5ZV7*C){I?+3Y zZys-Z9(6HbEd>$09W%DUUyu~G$}@lNfs0xb#e58IhXFR#toFty2xcCV_C^Cwnm$+d z-Eh|I;Wd|a+8QHzbwH(tC(W_6wcU*%hvS7OPf#T}HdngX$Ii_ywT>RCBsdy%`Y$q5 zRGg~*qyG92b^=9_wKYojkX1D6{z~ao)>m>t>ZWw?i;LB}rDYK~cWpJLCTe2vIqvf5 zAXf#9*%eo+Fq(kCt|b%GY^1+Ud=j|#fh1ArP8-{1tkyQGQ9-fu+1=?eV1 z{B52u_x%Eaz&Z}~6m#}~-ye?8>>&izi14ypLJEevY3e|rkUzmVZ*$whcSt*j$T1XK zzJ@{SE5MHYozuqeMEG*1VZi)&R{^;Tnn8TPaCALa?(pwsOYOp&<6HRi$ncjR6vuIv z#Jg9xDYSX%ANu$H+Y11~2mX^mk8U?3(&T!78S2A`2-y)+U_#hen~}&dl};Ym3&^%B9D^VK?>RB#0A6IMh+cQX|^7 zU^=EUb{e^QF86UtfBX?A+`|s>JBXNfhF*h>k|X%3M3*QBy59C%XYA6I?&p@F3;*O` zR_K{%X4Wg8IQwjsyTqTdC;1y(b6Hf{vrJV8+ilwN<*d1N*E4Kl^1CRnq&1G;LaMU} zy?Yo-A3z<&mwAtV^NtwOibsP5mS&{$`L#G8Ni4!<{z!kIXq1k73yEt3&AJV#su*Vi zeuuXd7tXw|vAh@W#yO#nSN?UN+!uTnyXSmjUt(U*`q_`o8Hj?p^S0lM{WR z3w+AE#}NqNeyW?R-e@HL)=;!7GW7lp$XW+sn4m zz0Ib3#)lx!Eb5IviVC|actZ9?%?;f-$?8k!%40``vD1ign(S8|k4~Fmaoo`O*-Wz(==374ojTu=CeoJ2{^&_3TQR6ywA7SVRf{AMZlE(_ZclRDC zw%wi7CH3*RIpKG42D~#_4sI92Y#H4sDCgk06H)VSPQ9p?<;5S*O&kR0Nv%z}zIT}g z@CPoqTZl`~X=81$JLpUkcZg>hd&}AxwvHsanMF?rnAWDRrrNc=Gp#~@?7cF0TWTl>sp@fS}2gJ9};!sg~5hKEP&4xioPr;(h#Y6qkB z_9B=8DzRb5@$|JsldG+4jeEIATaYx|+&wnP$wcROy4O3rZ1vitCT7qPGCHgr_r{sC zTX&2(Nk)r&AGU`~gS5N9UtEs`1^Q6?*lWOdWSqs4MAM?L0X7O@3r*j%z*3}{ZSu#Ur2%7 zbdqx-lZ_hvD5|e;m^I))jsZ{&ei008*A<^v1vnDlwCErz9U9Fb%%kuCyLL>|_smFH|89g;JXv$mKd(GuVIV%4 z8Nn%W2v+=&b&1XnmN2>qM~L<-NS>B!d(vD>H2wyqCX!E<*g3iJgB^0%akAk`ufeL2 zpx;OTZIeROi}-7mzuk*^0Kl%3^N$~CLm9ikl#!cVzR=mAI_stNYQ$5MjmT4zZZ&^& z0WJN@(*Q%7f#tQ*bh=Nv>>$tWBUq7~v|lpSZx1Nkt>jNAP#+C9 zp~MVE03l{^(ylL{g$f9vECG(SwK&o059J^5!0K~UwtBI*nU4tLvIFa1YFJ|x20mT(FA zJ@5%Ijt3g~&P0h2>hSGLHGjV3$2GmIi`?@_H9Q26i|3$=GOLP4Rv|Neg(kXo3&6aC zN^)yY8mUqxNMt#@mwo^Ao^q?#s_1GWl5tMYE`)CsE9x_^_WnA>Si4r~gnFiXHdWjs zO*qbb?(@+Dq^LL9E$`iL$05xnG~um(tN;*?&^OFWRpvDbIr#Lmuy-!R!Kc|Hp~7lKey+hO!Fg=}8pi!kLv66m`1)$=T7I5a2lnar6K2^4qU~7S z26i#GA8SxK$3$76#AGzt?|FBbyfk=g{f6=#5I+w{kx0wD%ET3w5R2H@*~-65jxsi* zxX#DI=K4xXW8F>5xXQ9^n3*iuR#`Y7%7?uw84y@MFmSL))=Mq&3bhm>i-?H^h{O4z zmmIb5jkgH}kfrxMgg?_k(j4g+_Ss>c7WOsTwpN(MuW@sx?3=oVIV}bv>gler-vx)M ztQJy97Lo>+B4Po4ga(pRVQ1=NCu0It17L#HFy_C&Ms!@GG{QD!hPMQN+2!-ag%Nmf2 zJgUhBk_>azp`oMjx;-3@CkKo_6yHbGlHp<1Q1)h*qR z-k(3{u&oDM9dlbRD0NFB%13Ad1|h`(WJbHXiUDDXIBc@Vjqj!{ldGJ;KkhCetsMvP zB1N2}s;7+$!ObS*+#7SZLA_D3S+4S;#={a_ba~J8r71DtrVNxF1yes=TWZ+hz>O?j!7CObF=*EgxQ zfiLRhc4Tw^`4Rq40{tt{Mj;a9(}%Eq(|=)4Wi>#|aj3<09jfx-UW}xgA#-}tRASP& zxv!E+ay^4^pioOF#9x95$x`AqHHhKdTUj{KRp8^FUo5GIcSGea-`su1F^KhD0E-h2)^9C@YyGSF}=PIj$1r(lL%hBXTmwj&I ztUXvTSJSXX@T&kWLU2b3X>FCv!i;^P}?3R??uqlEA|UQ&CWoFJm2VlLn2 z9Q`6toFBx~X|$F|W^*<%qGGt`i9TIi?V^;;G#5Ksxx-A)6b*@rtLzeyMMuktVJr7- zWAR_{GaA6WaKqYp{np}v(Er820pdiy-0ygtE@fR+EF3t#BJs?aj4YkJ}f_Yt7F?Ejx=ZK|K862 zab;U&g_KLfdoQ`Qv&w%jau9`2j34N)ipMr|;lyPP4S~`cqMEZ-dnsCC1nBD@Ve_gP&;)C%kRT@NQ$r_2^6;)1y5>VSA>7jy8K zXwT2taZQPDhq(x$BE*bXo>v=p%Y~Prk>9kzYzQoQ_uGs8kmop(?8he#0d+CDi|EP? z3oP?be{}u{Nf1j161Z8e&&2b*(WiqQ8wTlbT^Q^9F8CYLbfMP%D}idHoHO(1`$olP z=Ip15aj<4GNZJGw-<13VSbCKM&HENK^>;nVjEp+_K5c!U5?GLrvG_`og7k)ryVQEd ziQ4wa@a(t~g*_2@?i8lT{K0H%9<6Y4tiIQPCn?)SaD>(^zEbnoaD%1M=8%KnRuRf3 zH`$Ml&B658VZ)DHyoU01mH8b+tPgSJKk-8NXa?oJ${(`2Ns~_hBKbjex@sPv=yK^3 zbe$2J)VA+Xi{;Cs8_Wj%A`Q4@@t^G2poB%Tl;mfh@J_A#Q)`$8`qNzAB)oF5Wsk_Q zhusFIGFDSm2_*sC{X&bJzxbs`m&^*Hp!{T!)g#@zOJbi}nzT1RQeWmu7ROW3x?h?h zsb3Y31KWGUOLh!fOA6a9Lf@Jm;|RUfgWQ<+;q^7yP$==wUbnJ>!S+~y=xf)^bO4*5 zgL$-4)G|N1T{Tm)Gs1`#YAa}`EKRY&Tj1F-6>P9@xpz||p{}MJOeE0Ptfg;9JUwji zgh{&1x$Rh!%u`<1!yT>mQ(b|@tL9#>t?;oFBC}QfU~6qSA-tTm=8ZB;sS&hR_yq>Fzf4{&;2LCc20~kMpBKFtf8F-#q@fPHkGjwJ@LmL z7GCyUw5>coi*JULU)}BT675OXEhzOm+y~P6r@iL8u3QbLesL8MYsGO}7V)V*x=IF6 z!dNsl^WQJ_$)`JboXarF-N&7zDULo#(z+l(H_zZwW=ypx{J&+7-(3{|*}l^U+&-%f zd399;d2nJ?U5$Y9Xxgm#Rx^I8eejTCg!wju|JURxOL^-nJg!5w%HIi9V+FrrZaWN@ z&21?R2;~qIgngvby1W6UduScNvF{@(ybKu>)jf0Ej6^38Y&V6Q{jT#az3Jv?}i4pJM>VYg8Qn))|F2Tv{cuq1LK z>iKgf%2PobsA%ke&AV{9x-pbA*+w7?Cpu>cjf}-=~74QBh_O?|ZmupL_ zS@~D$%9DX}j%??*zIf}9z7ujJR@HMM^@p{Mejd}K5+2y`Y_U_Au2=$D$Kag4_z495efPQI`b=%;b!Cu{vagz;6CUK^hIUZx}p-Tcu zZN?xHH%dA`%oy=~YSz`rNMvGmAy-G0W*xlAPrAOq>?=Z-#wkxaHm4<=wV)(6S9a18 zWjJM_-;CbqyAs!zZF^WD&X|i?l4^K-pMk(7g)dh(W+iy;@TB%yA3|otw>xK)+dsh4q^e_#?Sk1GT1{ zlg(p8DJ?cmdbC0F%(AC9g~%=sXW;O+8EdUA+*3$ry*0{CvoDc=Q zz-V3U+q^vTA#WyzekPD7?^%0$lDt?rLH~rc>0Ja587gymI=454!mwe@!*LmP6|KB8 z1W?XB@4)(%%-LT?8DYg)GVqkh=$}GHbS8$4P&m|?6~Yd7dvjUjBU(Tnr&;OTMr0_0 z3vKUO83{1%!{c0a!=AS7uP2QDmqO;hn6cHDzwG;|P_QNpnk!OHy*I`SZ*Y0zou~D_l zJISDy>Y7q$jLOd4Fh0BRRI32N@3;%+%}2!5yeRU^ALs4r!2y@1>6LE6s5&SfJXM7{Tvn~8tezOM8Vca z2){(0Za!bg{I=YZi`_Z#J?VE(jD&{e$N!09`1FdBW_($;)*%y)?39ZMF3X`|E3Lni zk`zq0MFG;!(G>AOPMK=Ege*_d`fu`?@iRTWen9&b-YpQn^X@3qpw*VMUsC~C1Z3=2 zxYY%uzS2+unTheIkUHK_JL<>`oM?CV0P<&M=LXO>s9d-SeWR<(lPWh>U%gSuxrJR@ zp?1cYMepCaoPH2Y`+_L+Bq_O0sZK&!%_KkEzS(FsSWT$Se8bK%R^9|OLrAH7e%N14 zk%?hUlAqdSvL@*_)!#GsU-S0w)U`vPTmK1VCM|jSLkD)*+0Nc`ey8{RH`O^BYVUAn zwNI)O^2bQ1x672u$eXZM-SDG2;YsB`DpT0mt3qsuZ|f9aqR2Qg8y5z+?da@FEl3L7 zuo2yt5JgeekJ(}z$QmG$TiWx6_-}_yJ}mFxfP8$_yRT1Z*VaX|zf@+P%ftm&Dp@ly z^wU!Vi}%73A}^GawmF0KfuNUz_AfhXaiFUb(U1uzZ!wrHZ40^!VE;Fr;v4Fx_t2R} z{xfht2MSR+f@OFm$~{&pSLm1OkqS&qJ{|9#QD!n?=&aN6@lM=L$pp3v6fZWe0Q)2n zyP~uBLn%5@0M>WXiTn!og6~<9crd)ZF$(WjVnSg=8pVc|WaJzc#w|49|DAA{Ax{-K z^4e=a{4yE0lREB@4?XOrLbfaJo`){4q!#afoPNXKtBc<@E*OgozTGf=yOz9vMh~{z z)cwk9Gr*oRh<&FlT` zk+Zdvxwv&fIT&hC`|j8Omj?8^>-dX@ci@^?#lLvCfsAU;vt^AwZ}o6~QY^)u-H^^O z=xe~2lyxH~Z#Z4ilp6x$`Y!^|16dpq6V;t|9R=ayyilN+S#x(#JT~`nzn*K~DYu{v zy{UXP&=Y{D_AwAiHo|rPxxXvqsYw+gK}VlFX|)=Ro@GEdUHI04U$msG)m5`^e-jknf{z-Nw77JtPl#R?2ut_P-e3{2{w89Uz)@WuNUSs8P%y;}# zB^>eszxkdy+g4Cymd(dS_CiBX_%zp^mvCB61M0{XGlVbN$ADJ_`J5Tbm4EwVW#j`g zH{aMN>gZkyyMj(bt{Agnx^0~fi-ZT1$s0a#efKbm`xXSjFwbsf?0kNJjSNp7Z0Cz( zgY$GoOUy%PPl4|rz)q^#s~}dfn(u|dZR# z|7vQ>idANA2mYbi|4mESuKN&6h;$4IIyy@bPC@SsRh`7)HAC4@a1U66zwTodX#Bsja9iz>Ju7&$ixSQJwS^~V2R6oNUQR}|ir)P=s zTmBBGh!g@mJcYhuV$698pqIO zPjAA#tFGWM0vlE39;9yo2NcAPng~YE!FFd|!o6XVD)i{wr9DZwv#m5jo3OhPrOM}; z*gOB7K*Z^x&!1OuKg-aP8ESbNIRb1Tr7A=WHCx%*lsm7$B)Z<60;(+v z7@}Yg0oU7WZovu7C_IzdBuV6}6(b{Vk%2RaDl50#S0=zzyLj}CQvD~D842RV z@3c-K>Oo5~%6&|ObGD5SF!VU$*sfes_ZpAn*kaz&NSBNZNVpi&34CVj2fZ&`b|UDQ zwY24*P}XV12aA+l4NPeI<(r7;b|6X~z{YK^=oQ`4@u)|bzJr7b90Ro}su)ey}h|p3LC+2x>}L#gyLi2MBo~H1 ze9Gu_H~_45zjFRXwDViW39i-Xy`|_Byo1zX3&S~OlyFMSJHJWvKPwI}WUm#h*=_E2 z@?d;?8fm3zZl6cQ+t;J4js94JPbzI*>NfNrBc}s&wd;86UghjIy)SYJ+VRwKmYtCA zDt8aPVAvHG6+)gY5#Xz9DiM#4kS{pKqctsn>$kZ4F+QUUmprTm=^NrY4CYsIC@Z(V=G%)2Isa0Pnc8s)s?J zzInTl2Wcc?RA`1aaW}I7|BPO9|1%o@n_uyBNdTnW?01xv=KuPy7Ia3HFDiBrz!5q% z9W+D!q^=5ONd$}H-Ud-W_B;|>kA5XP^DJlxECnqU`9h5qNj};7``$$1SqiUx8sWg0 zhC40DoF=?#v17~t?xB9yiXk3o*+70=kA(dl$}S%teMLffsx_CGH)!Bh0Yd`& zI6i6T7>RIxK5pU4b8b{n3t)+Gr@9}0gs84alB1qyi0O`qEiH{xz(Ho3495Z21NnRK-lO7>NDc8J1M>{OPRIYMfFVu0 zpG&oHV2JNo^>oR+oXa7_N|P051A9!WuhPS?3ZeUh2`rKY${=$LGr1L7J@a~FmV7^) zoZNYaK=4K-OZ-$bcNRr#?{8BJzhInz3x<%=^t2otCh2?H8Re+U zv>+Q4a~`y}~+wp}0c)hq7Xt%{}<tC7Qem39h^+q1K2gVCBTKLK!IQdRQxxj0@fhBDx z;#~LA#p9{kLj|dE>RdmE;zIA}k`nlkH{a}y@R-Tpt%8g)*$-1-b9Mw7>*U_pO|(zH zz&X`@KR7n>nRjPVHd<HVGTq6?|`e#qhi^RCj;q)XLuV1ZqN3AkUS#%d=G7U9C;ci3Bqb`6tP5`M9>B5p(Apqa101($J&wL(-02 zR}z~60qK9}akffb*Yti8ZaGBoJAA)vrnp!zsyQ(8{QsodE@O4QUh|dmB>3OhN5n`G zAiE_XK*;U&?&fGNuezLn%ZMYA9zwb_Wqbi&7^ycq5r-|5{JY>2j>n;skGNj1=t5s! zZHpZ7aA)7otp6mY!0ijMu{2!X>k}isTL*z8WTulWr(?jOSuPp<-)|n_rqQuz1^=A% zD~!vpCskIMdWk`pOagvucC22Sr-epoAi&_c%Zl;h%U?AzE1??v5xh2KUHMUE0u9ho z3{K>4n0bClVFZ3)kKYesrNlqFXbs&G&IWe@-Xhj?wi72 z%;>AP@+=R}#Rt~A5zJ8`XW_c`flV6f{8N@`YildJxD;4&ZxRt969pN0)c1#x5f#_Z zd0*9T<)Q5Iy9|9zgMXbKq*c=DeBvLz9@o`uyMt$0= z+?I(F&nQ1k=D(8v9rakL$$?<8uOV&j#nZpio7F&vj4^6(laQIamfH>G&wIs6pv99H zi~~u-*2nFID>QdzmiZxJ>p1-Aq_!f&)k0){QEBgw27)>j0h@`n44ez>ELAvsDVxUOqM`?>)FqNxnYFM zW?}D5qT1Q--Y7P1C=7f)Wbk81b;chPsB30hVThO`B{$_<2I=jyx`k=)Qog`%{)H(p&2|3y;T1OV*O4(y{1nD+a6 zjuA%Sdzt6TPeHJ$)*VC`Z@X0{Xq%b&=AzvR^i((bKl1|G???37VLIFTf;d&+h)A23 zrDChXU+mW0EeV&1!!I__P@)+j^8v*|fn6#tn>FAUmPL6It~r|z;n6rAnLM09W&4NB zm`%(EoIwTgPO%dWX?GE`!XC+#QPglE44>#d!6QX?8sY~$Le$hEZE1)0?6f32l0iYT zo9iLa&6S9qft$YmuO6(guLi`s{he;1(b2=zo+(u2wFD#0zDp0<=k;;Evp~?wf4c`% zMgWMpf4AiWVR14@i_JA*^n8R!A{h@7Nw#m=2%TFLmkw$Lye|NkYL&gXD-6Ge@i3bL z<@=odyWpNJ={}{&KsD92yaTMkn>4VCGJDH&qlIp94(0Qc#nBBoI1z}%!vPZOv2zNz zdztPMzf)%E%b{=RtPLWD?NetmA-Xc313}Gzo!;pT@;Ru*2)?n)B4qn=yP_YwB>~xg z0!I#3GZ>OTVorQb3gdBx-;T9s#WiHdF0T5HASG@G#*gvv+rRL%vaeKv4c#Ipm!u{X z78E&!0(%8IVO+5?XpYD0P`EuX2{+W^`87F6w<8JLH^JBCm5Pr^ZJV**OW4cx|!eDc~{*HI22>3+L{j4~eJ){fC+KGAQy#Vkeg zr_zPgdGI6NGh2;|e0H3aq_D;4L{Wxq98s;}qUhvymQ)8rEoB6NS+IDgM#9`()|}M% ziT>K?`8A0^`(*_@3$D(zkw(&lyNu}+hZqjC9XsS$AHnl~p*u~*yFnqX-G7s*hWBgM)B+ay>UMxi8<{F2)n-`VY^P32-xQ1>s92YY!yOGO7f_!h$eZKZ!Mf#vvnW=w+{W7M)+ z+t3iR<~7--c=6nq{)w%dEwIba@nVvz=|A9bwd};Q(m{tFWd(s>PiLLvcpPyvQw7vu z49VtFIaamf`9>?Pmg4_)Tl-fB(2wRrOiPlp^w5FGzwz?`m(bj1;9*X0;4p*ln;gOW zX``f5Ux`zkkk*&6&l_Zm5$5XuVcW zzuGsl{eV~dQnxvU71a(0=4Cy`pzx&DC2ls=&@#184#Jc-REFyCW{7rK5Q|K|6HW~~ z*jT^(y>VH4qSFt{O$FF+&X!$HlVBhUDOuOsk23)f3E!zD*ara$E!$xnhgWtRR;h=Q zhhuw`Ei~T@F6{k>l*WRFiiYcolbgELMN1#=Ax$4kp#>W&M)gEytwb7)eCn^bee~$2 z+@a~|MtjSV*4e*}?lP6lMzbgPJw?75zYJMt`?aVzf!hNZzP}uPm;0@83f*g^^@E7@ zE^>Ipi|XJY^cANCYt`N~;@r7)=J3EgY%Ut@%Qb(j*Pd z_H)#?@kQJ6e9Jnx@X5M$eI97rCD_4PL?fMXizEu%pz=*TsFcrM4Ch*gQL`ibi0h5y{zx4%vDUE6&;@f{l<%UJY~PH{JOY`4qer$j#ku4gXWq;9xUxX|mUn7xfc8|b& zn_HdVGZO0bdZJCwB^Y`E!;za;Q9($gtKSwLx}Ne&JI1rqZGLc&A?uf)d=zZWRkCIV zKJ@d0Az@B@K72bcCC4$x2Ae{3se9-S`ODVjjmedxU$@-qV zX>Q5$W80zF<)6LR@55!*EXxHlcZ^9HrDN>{{Vb}}mjk!JyDwQn^l(t6C>M3}`yx-b zFQE?aLzvO zS`9pHO_V0gJQ^0-UUEDd$38>wf)WagC4Gvm2G&8onEWO%By5P&G z#m8*wvrf9`f~E?ea5IOzpEU9W&vCDQus@JoyIq>W>X-D{yQ}!@dl6Y}iHozROuVDs z#2<_YJBhfkzUS>SlEz|g0n55|@5bHI)ulV-xal6E?_76evlIjyo3-DCZN;sPREQm3 zK;|%U6zJb~zWRNw(WvJ1u<$o|6^LRsd>a^9scmXdKehbOpZ|Orvy%j6+c_)5;M3Bq z5jNKEQU#N&|0FVyJ+*N$!)Z}#o`OBf?TN~=wkAeoxlZkEBS%D=@Pm4i_3u%fDZ^<) zrF2{-R1LZv)5pEzf>NufsIZVRu$GjK0iQUJaQo7?e80KAUWVF0>?Q5@?^iC8A1V@h zF<%Hh8FBjeX@dBQpeVU{k%gYN$Yrjqnz~lznXt&)qM>UejDAPjE02Sdpwd}Re1TT3 znYOI*!eg-Z%(nfzcI;4{j=bYTW8Wy)rq%68{A>h^jINAzGJxPL9M*o?%XjZgu)SpA zWT+zjtDs3G-)lexh}qi1n`LaGT8WU_Ls>jPV}tR_aYT$;#Pik{Vm~M***eT`B_Mes z48zY0P$>$vNL{tjL2H^69N;PsFvUwkxi%`A$FSrqX&?MS_E9-oI2zx=8x_#{B3-2b zWm}l$D39Hie%4wwt5oUajvn(&bgV`OB@R4K3I z(P_j}=W&wTvOc!84d!a2EfM)YbiH*{TXEAhn&2))TfDSDfkJ^6cUs(?;_mJqDDLjo zVx<(f;K8j(aS0IIgB7=%_Icj5?t8!c{h4)=b+VE(^V_rco*9IucH)NgLMb5Ma?I2V zU%N)zD9L>w`iC%Hxcs*O57CF@iRoxRhEx3vf~MCt+WhHlm2L&R^jlWqgL! zfyCz>Cc18857-W=(;3(J7PC;zcx;m-s2uj(LpQq`idAi*o5F*f@~`#!dzxq3u`;JK*MG396uosSL>;2@G?O7?s z9NRDk9si8h&D9t+>#LKILiZUghNhxFLEAsR1dNlTVz|^9ii)-pKg2Bkwlor9&?mUw zUiW~DtEs7dS++TwdOcP3H!}ZMq$6GinZGd-w66WRzx$=(??s5O5)cm(*Cq4=S#cqo zCg9^C_I!zb4YN~H*>N{2XbE%z?~po!8NDwrpE2Q@+e3UP=s6aFRmbjbvMYW2nbXvE zj2HsNvq$#qB*s@Qv!&tiI{Vi29f;)lOK@xaOlYN;{lz=JN#-@Svxf2KY>VUOVyWC5 zl_4btuSFs7c=NkkJo;Ar)wJn}9|NE|hjV79Mugc=c%I$&v)tyII}c-KT9PA*V*BMxC$ zx>V5EnBvVy=e-==uUw2^V#Hw7WC1u>A}c%FGI!U^hmn*#kIz*y;PE_v)oC3MfJRTg z5|?X}7jSFc(-rek=%Ntuc>T?jztoN9D)q4-aUZ*}w5e@vlfT6_FN3iuL6k8nfXUc!>t_si0k~MBZLUfVaN-%@-oPB9?3kiBx7)!;Yaw2BL;f__ zca@>Hse-4>Mlo(GJLoB(^G0w1IiI^OOu2`}8a9PAJs$FzaN^?0v1H@_~FiX%WW_+9i) zStVnDx3-d*5;$LRX)n01{Es!QL&pa(upjAeGK`uX%^Df>IKljQz|@T*m?Z(5$D7T!_#^EQ$%=Yxw!RX<&VV57)_%atom5|5p4U?t-TA+ zNc?|0D>mWd}Gh)4cr}5~h@$#rh|jfw)ky=t#XkIv7SxU)e-ZXdh3*vK2Saw}?VK z0-aB@4l9_`MYNY#xmhE!b&qabrjOY*f>K#(SYB5OtsOS4_{eoZZD)T`((H)4$63di zcoM>2iSK6nzy2Sz`Jc1=zX1=iLM6RAn%0;*93Vq2X0B0jT%zpvQtVctGq^-O3<#1 zHmBcj3WFlHB;=L^?0bB0=!TA$X;V4M4uuoRb`k{;{lg- zSSGsC0sOK5jd50`AQRDwr6$Mp-(QW(g0o>L1v8Z56(A2+fX>dwxe$8m+ZdCWuYNsf zpmvK)lp_VzJ}1|)E@vW8Q3Mjv z1+@B_rL zf;*4_DVU3ddL>LcUJhv0y|xOrH6a{FtNlBF~s24aJ&$c=IA?FIsZ098~I9IdC{87&ea_)}2(pd5NZC+5o zsfifH9Vh?a)9cq8$aoW5lf3{80p~n?>hQ-y3Vl}p0g~C^B-}x zi|DW00*C|-P$%L9v6P`P<4d6^FMOXIo0tu(Y&lHOyA+bh* z*}8drLN5&;K9*+~aofzfk1l%b!UyLo+I-ECJ4+(83 zdT*B-rr@rf*OnGb-xvMHjq#VDudS#zThZU-&70l8AG~Vy{Vi!WM8;E*Ec-`eGL-BA zuX{Qgw;S5IwD>A8;Ia07p~9k`>iZe-;_){)+K+;ZP~;xGn^+CpGph%rewg|dNJ~bF zf%v<4XA$|)6UObgkcK_5enbZ+RTEKHU-;eSQL^x#GIA7fGgl_wzsmD}kSfkw;0^ zc8e(OJV(let6bK{PAWM#6pc&4 zo9iDoxX$bw0Tbais4KQuIQaN1j1G#QIj=KsPI~Z1B=Cjmi^i3RL^}{`dz82xpiG8$ zi*wT--<)rKe8Z@i?{_BiSSIoBbhkoX0it@W`Zpo=?LA5`movXcU*+TFm3PWiu11ZU zu>e#(eicI{V6h`z-o^x3M_qQiUVdYQX;UIWUxc!7(&-|B1@qq3BqV3;+Yotio2n@F zZl%04IuvxBG?6Welvvdn#!Xb57!ot$3-K7#Qe!cl_qRhD*nybyhaKZ2Mi`3ihUA=f zA~|C|w5TwO4`Y#Q0l2=ddlj2@DMP<5ZV-0P(Gvk0Q(L(gc`s%_@zO#;_n5DVFckeP zVW#&f>l3=%pfm0F-#{mRN3v=1LYI_XJShHF#2=rhnPf#c%?-Wuqp zrGB}a+39+THf?+jT>zhR4;RP@e!Z3voNN#xd#81`)>CUeRpMEEZV{yyIW-smImnP7 z^?GOlGve;rsP*utF8zng8{_r9yjNs)Ilx|j%zhkSt)JtAV?Ha=1O!(ar^a-Xg`-Vu zHZON(u><*<~oYi&Ez3D?Lll=2_67|3Z zV+^+Z&PH2Jn-*ns{9By6v|$Np$+F;Zd}9Dg3AU-#s-&|cPFkF_v;M;<%5A1GRyB== zfkA+&pNW-~G#<6!_kN+X-|Sm2{}f8a4;Ra&tFI=YE**J%2s74x?I!vEtqA^-RkSid zTo=a3ulav@lFvYT67ryEa&S>NoTkb6Du<|-c8==1i{UFqEq%5cr} zts(gK%Nn-27#?(~Et{tZ!DT4z+tABCP0N)(A>htcVOl~xkP`QddGApx83B*j>BT1x z?}AD_3Fx^2NiG5;JgR_17gisSR->{N%Q292I!`G&>6(^3mTEtJ4|6>r>o`HZ+1Ki1 zrlO)^?%c@_H2AEmyEUupsPFN}kNn@Hnqe3u)ap5+^>krq{e~%kmp~C}ageXCU>Ex?`*TZV?3EnXGNQsp}jIOJhp>>Ykt2fuV z)(?Q3I-m;+*l+kDE5W1E2e)CvTNIx~j~26>1x&e@!2ox|15xl<5@ATu-GEEnD)LxT z;L?x{3+&naIqm^jsY4x6hw0cXl{<31Sqa7bUVw-<8d@(hqdN`t7qC_>z{%4{D$WGl zvIGmZW@CbM1G8Jg_|!!GT!c)fQD5jLu;E{6+kE#0uvSJ6T+>Y+^s!vSt4313#JDTH4NUH^G^6a&+pX1 zS~uABqNa1`o^fo99YLQV1|H~D1qLH?eq7`K_Hvjem}ySHJ$Kj z5*@R-{cqL-zb>SVSAJQW!@r$&H$6($jz36yOlQA?b3aO4B>m4U06AX{t^V`2xuYI& z+IrsxD^E50sPm5X%i$W8Qm@|@A55Lc)c`-wEo_^TI5Wy|R|B3p+4QQFwauop_v!10%@hPCun`n#`?1RZP39N z!w4C+lw{k6mecidw3Xm_oM+E%R+dIfcj*X!`p8Oz}-B!!;(U$zfVbgsw$ z-%y1`z{c3eH~dQf;^RbE4e{%e$lEvsToZoq?iZt`|MEpPmr*fdbuXoXT)oyrRqh{G zql0RagVWWyg$~fxS|k(hs+sugd^bbyv|eI5x*S_!f~;-iHj%l5uCWjUOLU&$7l?0)-JI$d{QXDmLFkvO%qF-;E0@FnJk0rc20ljqZn?`xB`(qn;ak0o|L=$Yk zgQQKZS;e;!AlEFeD?8GQEt+1PxN*4ah zr7RJZHd=R@rO6uPfs&N`MVTv}QCfaC$B=Y=;_Q!GNN%&~^W0K zILeVefFsu5Ky|>44E0CGytQ=(9uQR^RBnTc3hOhwc8xfevq+fJN}tzeGb4JH09D)h zE^Ay{(w8}w7~k}{h&drXK~R-*;rCA{ZE-lRaXMm)@=ECn)Ekoei~t9+S)?`=<}?t} z0sZf1qIUtw=ip!N6tW{Cq+nW|MR1D`G`BCW0JjdevZZl z8D={!vQXBmUxI4|l)KF@J=CZ@+HG~J-yoBb=~Dp#0seY$Jq@Pp0|z*3^)!E3{GXIB zS53`ZXVr$nwKX^s+@u_9{((#kRr>C-t6tiTABZ7eeSKQ9lKSdJ)P#T3NHfqrosb1G z%{({`#-XvoILB8c6-KNQ1KTDwG~g5DWWb+Q|KW05138pxM>dfVa0_%Vt|#3tKW%y$bN&GmDFE_Fw2tG? zIn$>Uh`QXJD%Tub{N`6CN?{O&`iaQut|J`Pzr=Q~QiBZ&r3&rJgns(szyIs(@ zo4PrjmB%Ol_<~&PaFvJP4Ux&JqV;w^wA?=HgZ;2HQeMQP4lkTML;pUdF)_nMI|diF z7C33luvnOUx9lA4J&M1BqvhDC=Y4cyf~Twg`50FHC%>6hEZ$LN;4K3O<0md}yf0*x z-DSU6<_ttQ?GHBlrky+LCDIqylh-l;LmyGq*W+nZ{~%4z~)EhUxuohCZ-nm&oM?tUNP-YZ{Z9DuBc&q zncWsW1T*tWyi3V5h<3)zW_+}oQJdJAmo)k+xr7k{NXzXA8ya|_69lQ}iaw=^}$e7X4I4eEqG z2G5ZmMEWpW3K)fG{2@B z$82*%+ss7<@t_;If5t#3G0*LG>a90n4I=Qc`3N|ke>Y1M7NEJQ0f6v*V1Pkn60*G) zszGmnj-@5hCa0Ay(Z6+~OiDDjy~DLcZT*VP8oCK>h>{2Zc_~jG}qy=!e1ml5cFRRcJq~J+2_%y++cu zA2p3Pm1km7WPJwn=UG{J)1yt95E=>)2D|w>>D{!rC!sUip^bm3_Kpi)D-AR(8u7t^ zd9lH9TUrg5wx1#9^pZm7i8Ry9|W1&>mS{xyWwu&L=+FPU1)0t(Cl0wOi|^ zFr|;UOe)}|0w4dhH+a`O`WXk@b9T5#=PfFI5i|hhgixY7afp|ahsG5{wn>U-XHCMh< zEm!96!ISgxV+S2SR3s?$eM*Y=aO2<%1Kehl0c%#71h+8t!I+s(>8|M{)k0x6@y8w) zLlO-HV9rz5YHIST}szKsXvf-XSksNl5z19*neg*kt5qLfpE- z5Uk8&48MNKe`&JO^=M(7MJ4|1_(1Bv`1yZnkJWmplks@$JX-#3|FVTwKC|fHB08YN zeU7b0NkQ=W8`OT*VjA6+SfkpXTa~Q{0kM1H`5#hmGj$jieKcAk57B|?!(}zWa!ASd~REzwA(O|7n(~|SsZ)k zR_B^MbPkHw0{7Isl(|IMl-8H;f9g7E@Rd3aLte$8kBNx1!&02wI1!pe7efAwXm?q7 zqv=}tm4K&@>yZuQO~nv@iEC7TD=JNmWTYSBLqSCk06(4DRK4HS-NHl=o3VDR9d3$f zE)?30l#)B`*NeOKe~GVRrjzw(c4nrifzN<3|3gz6U0H5y{t{}ZRklBwS4T^wlbyHw zI@{-=6 z-4+w&kJ2+L4Wd9&e+c=S&y3~nKM(@s3dyrGK=dy39+=oSe(NFFb;zJfimLcL0hXTm zPrnRw87Yv`17zW&VUup{{LHLK-=yV-s9R&tzkH!MF(&%5!#I z$1x$kI+}w*Y&W1$ONcGyqNslgJ?msCay2G!hlEsy_~gYnqy7s{=Y0WWEV--4Km0Ef zUub1M?$>vwh^l#yo|}Kh>LzClW%S zilVTwk#w`e!{?A0sn=CM^<)8VL@hfRp{Q2`RdOyT0yLiG(E@o&BEY$Za>U*nVu73u zBEsnY1Y!7MWhMKV|K_yJkc9s^3v)y!)uFT5wae=rvx2$i!j$Su5&i>h zli$hOAzNw30XKot4->$JsgO@{a=)zU!gF2Xu$LPZ3hMXF{QLLP9Nj%eEFep((2fr) z4(zWAQ{FqUiZTzjmnjS{Mc>w;m{xX9)yn1xy5T5$f4!g6ot4RT-wv++SVD<@zu16h zElIQUxR14fPP-f@93QvE0(k_|9fnF0ZqFx)IZzJ>s(xwpQP@TVd@qB(m0)ty*6Xshna9c+W>=d~8UPI-Hk> z;aQl}z~)J4v`OD94F;3Jy%f6Xr&umauEh4?sV(P`%*KOtNE$d315Z1~1bbQ{<2#2b z(rcpMqmi^$?z{J>qG6dq4(K)ZzBG-Fqtgu$@_cg6$|W90{HMmM!@Iy2{Bq6!8w?`7 z(G0VMC{KW=K~*ACCAqmJDRFVPOI%6 zdL=SKM&+9}&dS55i{M$l$M5xMEavZKDW09RawRoU;6cOhDrEr^0S0W1xnta#^x{y7 z6=!cExaezdkJH}urH>YyW~3QqEab>WM@dG+l{{8ETx-2TyO<-<={Z>9Rm{KSTWcXx z`pTRl_1Dg19?U1##m{xWe^#U1B25_*jP!Y+y9wB#ZFFpipjawY8lc_g^8z|fJ>0iV z(UTQU_@d@KkUGUEenV)XZLP!wuDcYDZO(Zy^=vi#xgjJ`_GXW3{RZiS}gcXOkSuCBi5D+A1KB zfKST$4X5S95=UAhcDOkgCGIF-sBSGJ6E*yB0YnkJdYSbZ)8vq8*DbQ)o*~Cqf@;Ea z0o00d#jGkor4Yu+>Za0b3NZcXmO3U|XO)`ZNV;DHvN8)7DMb}?;S#+fhjL@4v-7B@ z-q@~0lxBMVjD$TKx6ixxdL(ixSMY%6ph+xIO<1;b}0zv@w?nxuP)}y6W|LA ze1O{XUOciZpFbpr=H}0Wq){eio$Z?mSoyv;I65ga1AQ3hgeW$UZ$RG*(*#k~mJ+oH zu7)s3fhY*NWN8VxV6h6$Bi!Qa`x;-gsTee;O#HF${@0tWPezmkecyt*8*FFVQ@_hG z5vwbwQO(6&Wv{L!U;r-81dfAQ+I0Ltqs~OKDDH#Z56^pf%PBS-Tl2k4`uSd;{mn!b z5LIGGw{N~&3)-R?PYjyP*#_Rd+>mvn>Ggt#Ly;j{+~r7nEJabb&Ha3}$g`v-XS_To zr{NUiwGHn%NpY8T@lHX^2;U_vzmn&abTJ(5%Uk_;USi%>`ejZrtbC760ybuMoFf-; z0$Y}=w-iI2kKYcheq}d}%CH62j4#|$xyKB>1r^5kyxT+xXtT=isBZkEx!t4TSM!{q zm_~}``vmCJ=6%^@(B%%gkkeXa8B#(n7h~_y$L7`j-87qep7;;bKe$s&i$?g;i>7>5 zMeGOSUf65vkwbEp?H)$V68k5#bfl|SPf0z_rI$xTs?I;aE4z1o1O|6}`fxikI=@EW z;8>qf>-OURgeb6wGDx=+*-HNHZe5-f5HD(UJA-Tdt82$7`y7;Ct-0I@=_PU(=d+us zuXIFT8T=EROU^8FQx(bI468qf1}B`${1Q=lW#0@AJ~$=izq^N5C4g`qESdI(#m4c6W?U~ z%9U47PPZ2+#3N6xtgzGv5ZLxyu4vYPRp@AJ%d#bg($82Fs-^b~jrQcXuI!d{tL^jV zVv%W*h;9`tb}Zgr%r!$QbLlPsDn+mFl9!Qw<3%ig|yEjh%E~6C8e_fbBAsD1g32^s|IcOff4oQ3ueD=|ZH3*Fzk%VZA3Qd@XG3 zu+=*VtV!v3JK*b8Nt9TPl$(6ubI#`?*>Y_)H>x!y)T$DGU9H;kikU{!oX*)ahr4*C zY`{e?Wx@lcbvTrt{}q;(K-6;m{X4M}q?33gyRqO_)^TGbh|c3JiR$Dc^QUqx(=NXn zGi1$Sj!cq2@NWO)*uHNl8LIT~!6PC8y(%@-QaKM|wuRYmCPU$0xXCb5xSJqHf=s6N zbH(`Bzx=>~w=46E$l8ago!34xXhTph8cA5pabVXr(1Eww1xA0!4Sz`9IwGV$8DQLa zJer`3ocEXa>FN}Z$I%X$nD?*L!QaxJm^H+Iy!sk+Dc#PoF+HAd}p`rr@cR}xc#)rmylC>44mX4;+ z((bMR^2U|mb{puguB1gq2)~3ZFS@uR8>@H5O^|rJnVMIaZv7PV@wF; zOA7z7WjAQ!wd53EGT$w=o39p&`fVsX$CJf{{7~}mLH%EK%1MW&=ojem0m4F*Y#85l z{zHQ$Jzqr@PcdF=H>16wSm*QpzUs<{?eQ*-(io%K^-A1>VvI4d%m`b5|MlM90r+S( zCjyb2Pp7ifJ|}Xb(5xJkeoiR=L$4P!pvcR-a8{xeN3H=IvYjh#?=clU zi~2<^NHF?dx>R2=<93>9Nw836teMz3g#Zi$5la%Y$d?T2K8N}Dcel!w!Qyw3nmtW^TOuQvqBW;@C zM2fhnFi;)=|L9|VFGex4!!R{B1@%d-&a)GBfy{amCskFMXD6T4XlTeir*%bYb?Yzj zb)jx-i|^j!6l{PoX>5F45R0+@cq+t1H8^VO!m-^2cS>pfF)A+UdKhsLE8s$OsW=rR znI!|*Kna^d!!ypsXno6MQ6_g*^PWk2qJ!sGbZ$Vm(T{5{s@+B^r?^NWwkd-ctuQBh zWT)H`Uw0e=9<|H@uH43Q$5l2`!BXT_&jLdq17C%GBW7hZMo)uyb(wC!?p}oAQ3)z% zah+#lA1fcYzpQIn^xMRQL)|KGn#1b-8=Z#F{ea_afR~niyN1{~y|&xz!(usewjNZ= z;{GGRP7Bt->1s!|bJ*rVvXk_B%LyWnV(iTCLR2{%RLE<3?~}a=G4CkqpuUp#LvORi21WBhs#(N^ZpZrYci=FfS za7D+hF5L@hg#hoGXx4e!euZGe8}$4pykEJRUsul8?@2u; z>zffUbGu{~5!vQwV=6s3n%X~qLlnwe=@~^MP-U_2bNBLe`J=Zk4{6%SBDpZvHh3W2 zB~Gt^sK0ZE?drQ=n@^qkLUdZvXwJYjhoyT-lftad@FqO0!NdTiH+RrWDO#a1rB@`I zsOtH}Zg@~Ig{dh@-^gJ}J?)jt@XLBZK0+e7Roz-wiNsCa_58AtA=gIJGG&2V;-?7T zWV|`gl=NZlKSXD$qzG24iTYy=K*J z^Ek@#`u+4vonXGQckETu*JI@`p;3Oqg@!3*-R>R#XK@7al>}~JW?jX+zx_!14S>Gq zs*1ix<^mJ6&R}E|tmWWKh`iTnV>bQqn92GDIVp2Ef9I=Put6p>eHs=O={V_^J_0Y9DIJ%KY0S|Y<3c@0pkYG`$Mu3d(jtH11LnT<(aeRWJ&cp z|GAtqHDIC$H|>S*)@ef%yY-}H$0FhSWA+C7FuG0F7J@20e?5MEmm`1Il$_y4i9JYj zT!D^aa%joGsK~2wK~{A+IHnPLhQaW2<%ke%`g96TcWN@ZyO-wk1|m+S#S4FCslKe! z&r@|J(?0VOe@5#&<~JtBYuuPMQSHa2q4KkZ1{O14^O~Gj@4x-^Y+M(sg9zMTIy7&k z^-jfzOztHaX;=+^YN)GIQ)skkGt&Rtf>A(%Xk@FlJT|x)yXq*Vodp;zkE}lOL;{?w z{a|8ceGZrpPQR%IUC50NA~s1#yHqAvg^@aU6`xf%_7G+Q8fi92hycm8Yf08<)pAny zB9mLlN#+xnt>m-{Ys0C-N6mW@G|#vo%Zv6)Dd#RI$`=^@{QYbO3C{IEHqhD^^i_3- z5e8l>vJZv1q6R3LJ%Ay4r`R#HiM}&1%jY%%{cE{J zf_vM-L3bh)CtBnu&6uD&swH53DPPsc4s37A_LaAEG#xv|oo?7eFYU9)I|L@h0#QJP z<7@KS{SjpJ+E%{10c0M=}E(an=yFm4rgwHl4Es`?G;{N@bWL<_!nv3Mmv zdQ(o9W__rCCa}4u17xOC*QcHqpGzCdg9N)F`&mgmaIpNmbtTAW*Kn}!{er4h|WK$TfhC$U$MWZYpT$0C^{7kh)G{? z<&ZKyyvA2LP&o9l{337}?)WBMRo8EAl2g&M|0`Vv;r(Wt#1E{|+ON=hy9nP#25yy; zr9#CmJ^N1-&SbQ3sx5P{<1<8q1XxcBUKq!5qjC(oR~%us?scH2gbN0bZ?4+gXQ_zA z{caCNlDF|;ineKu z{{W`}2@@6RcXiu>@29Y~jkCxGPgd(m#zd_aDRBTwZ{Vbdsu=XDLOY*rLEtuvhd6nM zy%~m-@;oBDx<7&O<#-NtqJ9XN=LNnqQ3b{)GA!+1?Cgw=25_px08yrVyGp}L?#ew` z${x*%C!C1ZZj&TNtyQ-hnRJggRcpkXSrlW^>8+bhrL^$k&BFM<3dxEP77h*$^t(KX z(RWW~7Y+`6JjOX;Q5~GwFO@ofWxs!(mpZJUc6KS6fHo<`{4^U-qY7`$EMmIKJgi0j z$}D(}-pi2^+aIf1H;?2Uj+jH|DkF-i%i)cQVS{Wxn_*h5u4C#t2}>^uBq9Gm7*K8`46iKvVqZ`%Pu$6i3w~BL)ARQq9 z%JC;xz`#okZH+q5P?!D_i)Iuq95zh%!ikMrAc+>Xr6=A88pHG*FdbIQJ|Tmx9P05p z)^Z7GT~RA5Qm!lJO9T1kxhMu>Ypt~3b#d-Q_1;BUnC6xYZ>YKJ-FxC}yeF)Z0^8;R z-f1erc+tC${NTuTNBxR!A(da^2qWWShx!6Sw2PS2 znI*J1dCc*}az1#KtM!m0t^9v=qvqq z1Y}F~z>%K!_aEM%DyQOJU6Y?nc`q!0856E{XIPk@W(}WkQIn=f1O?%wWTeFNPD=6X zk1S{r7eKHL8xMDYSJiZSiKm6W;tE}r;mYH7-K5VdUfE|JB62;&m7#&hYwYFP^YeV! zfT4*Up@HfNBTlBKfLjiUbA_>A3k&qP^NDo?4$YYumg5BoWwD?h-YzGrHErzzP0pike8krx%CXIo;#Qo-$5)hgRvjmxeUyPX{ZK96Kd`C2Vzhc9G(V znBLpJBI?!W%^*|;X<`!OM?D~4@o#nN$)*;o$M96-p2D*yhXvZw8dy)?xOKg^w@kEK zn)l~@r(kHRoOZQ@WTN z&VE#C!E&wkCm@n$H*k?v)5(J_y~u}2r+e^K>3gCSj}j7{ydJ?5p^Vw>RfxD7D&a5t z)ru*|DsWzgb9?`n1}#wUQ8-RkXy9qI`M?~gsIBkh11!WJ*(kS3C2CUfKJfdi$r#2U z-3uzLSb#AA(*n;~*?}(c@dHizfs7+_=Kp$cg09MuXdVZpHjC2@)0qA6c2ZNBEw|q- zhG3AQl6JRG;Dw86`L?Rtt*|x@GozNF08Fw0w5Y&^taqA(ynfPQKwnGKQ*UaBaWLyw zBWV**++I>{MA8S_KIhvM#Jx2E9?wopy5a9p?DI9b^?Meb*H z*T1;(t{oHTsrdS?s5|i(oAQ6MBrZw4D3jOWVZ}HJ?bf7T zF>_fv4&52g#0D@tD5JhP7*DVA2(pR+CNHC8PhlKU2iBa~Fld}D@>?)Pc;WwV$f_I(5=EC zJ^s~4a#$1Y6++{*P8$zJ1|sC+>kJ5tHdr{KxJWw;hWErv`XQw_MW|f)78gMt!pKSh zbla}!3&~ve-7`6p`H>cPlh})Y@3^u~DPyG1PW6GEWQWEcH(2{8Ygl1dh$M zTf>Y)Ouw0RSKp6*>!RdZvuTX2Q@Fv((395+3*J~g%Wd$>$hZ+30D)_8xpTo>K<6vK z`Xi7QUgB5o_q}Ekag&(g*Xdf97XoHl?wNiCFWb5Df6s~S{Qc5qn!sRnl)`5!%I}D- zW!ustr5r?ZFoF&L2S>niRbVT=@I)IxB^v}x3g(SBY-jcW)d0Z`WXKV0pW8p90myxQ zd;k#52$BNsnEQ(Iz3SP|Fs}R1l(}o#{Z5BTOv373 z>BrkPtpd|`vlE(-YEJ!w0QJE|z?WRLC!c|o#OEsguli+Qq9d!u^Xmf9!iAjn&|s7j z6p{t}!BQd~&(C}Md?_z7aeyIly-O*qtlvhF5)=yfcbx!9ctaO7B4ptR!a%Kn8%Bw= zM96Qy@f+2P5B=S9W2XybZ9WPSF)LJAU8uhP{xNw08^0+d#6cLp#=(nn%L_ZVZcSJL zmgxYCcNNfsEgPsc*n+41(iXKZxiq^Z{ug+bgGhX80GZT2$;Zv+`PxoUOje+DsPe!cRIxDqRIgT7afej16O~_>Iku+C>5;XTli>?;`Fk_HsI1-27HYJ5!I*TcCZK-p6%H{%Y zRR(gjP5=fYJa1~jV|eajtMp6XoUju3V%;Dv>sGr0a*u^#O2{`IsG%@>{KJsm8#=rM!vH9IeSL`e z$y}*U(Dd73HM)Wg0sVd6z|G?GIyD_N}7MY zvLH=}7b-^W{cWkp+oz*w!<4KKwq}P=of>ZLVH5}q16J~_pM=v+h;Ab{S6u3d6{LsK zfO$yT-6w#J9oU}*=mrE2Nf=mw#!-B|f08-jOcARa&(< zi=((Gc;$oG2R`j`=29AE_hP{WDFEu^l|#j#{-doaDt62uU!X*MJZ}-ip+|f&hnFDs z(GzFFfnXpMVB`yUEwBcrME#i;?e@KBy_^xKi*3!^Jv+z}MH4VSEV=eex44HMXob|{ zH|l-#!{u^JTxU8g;oX|6@Z@r$buA!w3wFOwcr3{EmdOm&^xPXy^vDmKuM2C*MAzRV zRs`!moCt!vyn!!t0sUljqjnp-ZkKp#f|%}H<2n+#Caicab!>GX$&I*}=`6q%jKL=! zC_c;sF036`1@dO-!c-I7An$TqBfbJKrPaHDOPqb&o2G+(zex-!zTEI(QT7W z{)SC(>9-{%b^Go5o7Ep?GZ6sXm95FI(mYjtOTm*? zDP>~-iS5!A$(x%`d5UTIb@BdNap=`I1>G8xPcO>?-YWz7U1)@S)Gs7Rli%KPq_gQK z$^Mb!F&)U7*8fDBoUT~@@1*{JQ3HRGyDG`MydN@e#hxnudlg$1M3f`6GZslPCVJp; zJcQ9ZD$_e=I`D3Y`wfd@y9OWq+wU&?i3k#|+6)!%j{%_;gptPjMik*~d53o2>9?=3 zpxPkoG1Jh&qSw>mKS|eKnQ*@*)G+Ts1?Wzikqaz92$A`nlk}cd%qih>Q^fd*Vlu5q(tZiS*@g5ZNQixUnI4*VCzY+*6eHiTX#C zvZ64T+S_9ibkWmJURQnLx)PN}#C!LmSgWXStq@U{M za(W0!>Zm}37WzQ~2nE5J$g5a@5WzomQBhIOh7${vHww9>G*0i=;BC+RJZY=*a3K@} zC!bw$VocRSuG<~(CvO0*J8QxmLy$!JBy{D@cc=!Y?R)nM5!qM9FTa7HxlYMEUvs+A zSP3$21EiO=4OyTNY-c6qY^H)!acFosO@KDTni1SBCgN%F!*kcz=;w2FJEJ^XuWcF4T>~20vS}R*{vWp9 zI;!oq=@y3I4h`<^THLizoI;BfFK&V0UR;X1OAC}zC@#U>U5W;Gx8nAt_j5n*`rdQS zeHK|_EpJ|vrAXjNsA>kx<6Ev)7c|ZJn&!ljf~*JI(+eHn zI2P!EALVfEhG^bh&`yWrcj024ci9^%0U#2?!onIP>sKGh(@q_@zR+X=ROWEbZn|WH zmK#!GqWDmu#p@uwA(ire?rg}*(a{^PmMS&(e7~XYZ@*@U<=ab$kCTvKc1-lpM)eJe zduzX6GhH8i>(BDBzmg|q|1zcl?(K53PMo~jFbb8>y*L5ZY=1R2&IYucVpE9FV;^-? zCFdvI;K4w^rAvjsTNwYX&;RFk=T-{LSQUsF(%UWgZ-i?HfMlL@2PMBa80nuZ(#+B~ z6d+l>R+j%P0x)ML*(~m!;t=J@gU^DwtyP}C~e@$B!FQ(Y_!tt~USF@-E z125+fzt(XD10xSXd5*(m@W8d09Up7L=~#$> z71rLX>R8H?WH*g^I{dk?NQv!u=kFf~NW6s8<`o|_!XZ2kxx?I^6cMRq|j{i10QwBeM#P<`indw6!IpQxDxTGvF_QDSx!WBXIdx5VK2PoM2 zjF0K-uXA-!b?lR^y1eFx)|w&(s(*YnQqrzSte({_nTNbXhikTiXXFIf8!XPyGfb5H zXj8jbpRf+Mt0!>#a0g%(B;u|paelQu$xps*g)w2rH5@%Vz>ldV6M9s`ci3e+L}3>f!u2xVM7 zS1%KEarD&_|B#iMRp6Um^2m>pOU-02&JIRN0wD#&W_O))?JS0pP$qqhpW8&OhlUpn zYrE7mCq$gFLss>3Z%JT!yEbHrae1f0OJp+8RdHc+1fL$8WyYni9p$8GklxYHr>>ZdgsFXs}O4v1PRih3M_7_J%qydbymR`tDXu-1JZ8 zrH|Wxr4XI=d!8q`YvosUcKq<>V?@@r;T!##FKq|~7*Toti-OFs-HgG5$9;_9_d$im zY7r|&unjFCaOpDhgt{kjR7~bXL;9~6H4y_z!$N>Ti~qq4%l`iUyQm>TFNo6E=WseY zx{Jrl@lr$U)WmQJ`Tsj~C(sMEOuSY*rni3>PyeS04}8NSrSK#7a@QPJ|3bjAT^4<4 zn8@u>=2bX1$t-eO050;++0#~!9r{I?*ONAX!7L=U4i2NGY}t*Fr8(f?3HJ)jUga^n zMMPqrW|V>7`Q-~1M!Ej?SKmaOf6hf6_cLw1v^7Yp*g$Pk_1*ECat|++l)ZAH?E)v7 zHBeZubJKPF@EBlxV#As2_F;a?mjw8!MZO%4a1t)a|67SR>&16Ryu6Rsn$O>pmM>eo zHL>UN#%pH~?2VN;Yp7%$zvEKJ&E1nUja9)1R21{zmHA@DI45V(d%QMI5`1oS{#sent@M`doZUiK#G zmATHv*tNjN#WZZDgDaUpWUdq>mTC*|)e3e9X{{&3^&sXx$yWi)s>MJq8{Tw%rG_?G zwT=H_l=?mU)0PB9Nm#}ur6HAUja|E4~B$e%dXNuF;+U^2gB^# zC<7dVmQwhC2b9A*Z9bxDY2_)p#c=QrUBrpdZ(K&zebcPgk^;pBp9_iD0pWJVVNM8T z-@YPJ|OK4Z>hBQ`@~^jqx$Z4 zIi!>y1oy`&b5b`?)!8w?s3{6-eft2|{hi-(xPf#BJ$=M(8(sWhR-%Uz*nf&I^w2YChk)IvGnA>%H8C@MtIc=lAdEd}dnhinIZC^M^)$)_Lt3lEE zg0zDskE~DY$jr!POqryVPI_d+WBFM8y-E+X`V_BQ`D5obp`ZA}QH^aliU*)mmtplqiM#z$UC8cwy8M(KLuo>SqvA`fAiLVCei;X zBL8`5Qi4wWp!&I_ZleERoVWy#-EtrXmXTjvDkM;YzEM<*kXL-w(_{X?BV=p3VgHmX zK3$*3{}VGO4i*JYTJXm7^vj&#={2es39~rnJ&jg;YbkbP(hC|!TpqIm%j}Ote@22M zbM5Hhg=n@1lJr^W1(}}c2b^J^+H%{vX$k`Gm*Dge7;8lDw- zsD`#Zr5h|t;(F9RnY-k?*SG4z8lDX9zrL59+CEpd3slWTHqQ|s-kR1Nrg53txgP!y zu!ke~e#l)2{LkvkN;A6sypzj2T&8*1`O)p1h#IT$73S}4ZAR$4mAs=dfd63yzb%FH zkoDXsph__XK=-s_$$iMmp-Dr5!T@Rks`BY~6$%D(6>QwIfV0$NM0k^nt|GfR#hz0g zr&>VSc_sm98qtx?Nno^(Rvp+!j}AYWjG&eYS0)~aw2LX?2Hc|zpBCuU-ywsKR++c_ zXwpl&T(M7oe0+*9FACiGM(4`evG&9HN)5+Ze{CQK$8%(Pfo8o#M1>9IGc#(Y-{Fji z3WK?@>rL#1*!S!~tDVknFKm|GgiI%R#Tl9(*mb$Qa2>$-?+>>Ic)e~~X9BL@pT{P7 zz?e8u7~B#S@X|J9hGpOa?$3^*oG}z2G z;vwCTia)4dFm{(na^a7Ed?VfegPfcMrs6T9%m#Pd7_@J=9^pBuaChml|H2#Ql$;uw7Q=_6Ap^a-&w(hnv%Op4m?Sw=9HYEB+717pU%= z5SX$@Rq4ndyU}F}_v1wds)zZ0^WCwWsrh+kUk-TJY18Ll4J(>a>#0V(eue+9x;KK2 z`++j*Bh9~2I`9LKJwet*|D&~5rO|w8#=X0bP_h48=i!`rZ|biph((n9hJdzFPL{Sw z7@$*EE*8@u%|B0>6kVAY0Dj=9dUoE`I}Z!iOfsgoRBWK#){Le8#RwUn0&e0= zr9U9LBeZzlHgyQ5t%iftePO?wFVyw!&dDrcT@5<(9U=ZUPD37BDkaR<{y~CDD3Sfg zKd8pz6icPsp*E5{O91v7VMF6ihy`PC0M)Q!4}}Lb!Sm;TQLQzK_W>qH;qW-E;In)u z5_N2odN721N&jQ7wmH$#ch%R}H(m9+{`5tMvyp?JkSkwl#4a~}_hkvtx|S27mvs^w z3t!@=XmVKty_Jg65V$NJ=5LAR%8@*ToY7LtffTW30cXnOXYCtjvtlT zhnnzKAeJR%YYT(Akuoverf&%`Hzuvr=6BoKS;k&a;PQdFKE)v3JFEe0P@Z@Gwiph~?I7YZQIdxZP};>l!SHu)=nE3os#SX$_YD)*>GQXDHwwV)If zxX9@x|J4Hc^l=&1sU_d|sJ|=*Wt)EJyHERD@x-!p7@lI^7^alY-<|x$rrJ7gDHi3! z!?wd;&QwW!wjoC)HvG^?(M-`(rrR>_i_6Cu6J75wpp*lCP*u8!rE2qxV3*UwGfZ}i zf5rXgfR=^Z3F`3a_4jPZLs)-`3(s=gK1eLY-IAxO=9@~}^lvtw(&*JuzD7!WHvfs~ zioQRTC8ep1?3|gW2QkiRCyn9N*KG zR?-bM!ojs&3hPs2|2vC1GTp8~pUa(5%_s@>9LOE12P4hAcvz@IWWH7tLDT|dud2FQ z6Q;OPR9vjEJl)#bijFSnvJ)*58?~wRAQ0*M=f5g^|H^It=SJ0y0Q4nEVz7KD{?A(M zsSDEH$F1-rT&C{XqxrzdN!o6Lb@Oi+NqQefIjT2i_3MBQ>*#;!D!c^LJ;#51EbOjW z!6<&bK=#WN)Mvxbn@19QI7}x^kFQkdM+8$UZvmoE?DKghbI@vf*4^`2t!z^^Y`H-; z(i2c4g(;ZCbx%Tb!qv9O;lbBsI-1EQF$G2Lhjp%xqSPnjr)8;DV?t>~upOdk$rDn1 zu7FUKL$>YJMHH;^UlCM5`&H0knm1W}{Wzx*Mk;%Q#$S9&Vvdu_=p6$^+gdfB9?0;| zIjmmj5G{Z+EJD?s{`%#-Chti_Sc{?Ah}1C2@8LQU1G@}U&C`;UT(IdGrd;s%T+WO% zO`h(rst?CRw+W8+KA;e7Pr6w3VnQscsg28sYnT@x@4PGhS}qs)S;9(rq#Zb)tKhaM zTAkm>s1@I??;W2WC&)lp{$f96p!yI7W}c3@#)WfJYdgg%XPfVb9?|`DjzNndU(Bj} z!8CcegmP1N8DpcipHYwa!qm7rHqdxFtEQ%>IojT#NY#k^Ci=eVL961VQ;5L3?j)g( zVw$zqk{#+Djz&tSE@H2ak^Ck-V~v++KzV3MB}-M%1~4Y%U*C}+6}F3QvhkMBm~~5< zJ6n=P8r9$_pAs)%Ea`_9q7BrklJWg_YOuLFbLPj&)(>Ob-wg)2m^I21L#DLcoVz+j z!XCe9muH_-mP$E%o0tcUrxAA)Q};oj%gb;O^|vOTZ-WX74oKY}kBT??#NUM?nccPI zX%JB=bcif0XL-eTvhYUxO9P4A&t1={q`@MVueP?puI}4@3iGzF+?)(revCEZHhY_I zW)rtqNc}{179+CZao*`GpB}S!h&?g z^{b;<0iF~KcjLq2i32IOR>tMoHbCp6z$u0&Gtv}yg12%F?y+a_YWj4tx8@EA-GRJ5UqIDcbZx=*H zAJK&>Yxf`ZA%e8XZ}=Dzodl(k|9k zQK8PELPbm*50fZjP0wnM{zp;h|G=DU0m>gt_6tyyIo|y{K3>^H$E~DKws)5xsXdy+fL+voy|WJ;jQef1ja6=M0|bYHu$#Dr?-+9^==l8W?i! zfUZY%MEXd%m$4_~IIsuv)&?TwONi~3(!qPJZ>0Mk)T5WcF2pt3!;EaPXvKUT9||XP zoFN!tqzKh1XmY(%yWz#DPT>n2i&$GCFnYM;d}I+U6RigQ?ELt}x4K08{vo`6;+-$++3b`#)5z8wle)1jx~Ru3O9RM?%ceuy1li7@i(had~40`|QZ$oD3UT zi(lGb7?!zOnKy~kP`#mo5tcIDNN~Mq(#`ANvm=BI?7ukb#7ThODVDtNYHcnoGq5M0 zgNx5X>bF+b(}SLq#I6)LIZ>h{Zz4z${OPCY3S5EffR7IKrl-!9BZ*XC%V)u$AcD`I z<`ChZC#-HE?sNPE+$SpCfm0htUL!y-DBIhbQMnZqouf~)iV3}{+2nSIT8NQGvQFge zk_9N&p&VZk=kMb|2C-$vQQe&~1Nz<>@aCed7x+pIZNsIq!3w)Rm+&P1<%T=Tz(?1$ z^v~8BjPVNo!Uk`q-zRCf!I>mq9uU|(?5l5Y8Glw>^uI+w+ST9Rh&k;c@K|98S3p#IcN38xfF#tZvR{3~YNDjIX0;gDFVi0ygxExefr*Li` zCsC-9Eyd>k!W1n&upQvlg>_J4Sk+IQUn_|)4oEYQ+;^Q|-|OVX>QsDfv*|>1l`6m{ zJqXsnRtDzK_A-7cWd2f^X)&Bgp`XYg%;n{7Uy);;bj0YG_oOG;Z*xe0*ka$J1~%AW zRIX+(9WLxK>Rp-ep;9^Rczz}#wuJ-G4^ezc9INWgXxvU-ZEf0xy0qcNYTTq; zH94#NXtbk{w_Na;7Q*c!lSR6H6nw^dQfc@=FE1kluZdC$avaD5p+(1aJ~yD5+1a0wa!E!-jgHBK z#?|QQWk=xM9FL9t;=DfOdK;wtv=46?k>MLQk7;dcQk@A%P?*{nkTdX^`UmL;`l&vX z<48VM&VrH^&n4>Lyw^ZyMoI=K!50N+O0neQ|L0}R2Pt9aacyC@+<)Fo4+Q|g9tJ{j zEBDCBT!vw_^iuvb?u7h<0q?1$hzhV4tLtk9eu}(-{eJp)!1G(wa1k=pQ|xtM)NJ=B zNIlRq^PQ@9I_AU8-SYgjH+K^T-V*YYbR9VF$4``%WsAfKagVFWNbr%r0)AI1jqJ*lx1aG|+6n z%sI6VE_qcIpdBZ65m9dQW8mNOGuc6h8OLC|VGyp(h@R&Af+-#mgMWpXBQ?3<>JGM> z0mEYR0t1w3xE^#yhj0;Y_D7U1)UNH&rO{DF6LZ+OuyeOietMR6HAIH;@P znk6XND!Gi4`EZq}Ed$5JT~F}S^*TV{eYK+D`bPmCP8T)K%f*nl)Ita4s*Unq7SC+` zK)y7gI!~sAsjUH%yjZl(PH8MpwH!DE8?a)RZ$l$`avaa{Ml6RZ-*~}80pidW`M%(n z^JSUru1yUqZoM{Z81fge5g9}s_KAf+D&&)TQx344blh^ zMAGeOd3wa>Q;1EJrLfBM$b-BTXj0`59;)&fxS`H8{%+8)>XmlT(Z==3=}F&2qe~@+ z9(vwVs7$?VJ!tu74sQyjZ8PlYcXA>UiW~KCZca5s0 zoit@Ew#Yk&hB1LJrMq5wL?S{NinV*D%V*QG*z6YiyMa^R4!h=G1$su|gmei_2nICV z-n@Oo!U+-kadTTq?;`extzQ{tx+`T$@^St-p4#b5LGu3HNS2`b!>?z>SinXf2j?P8 z0$f&viGGDSqM%-7C+UOfi2bgGm6ct4v50#936j02a{HjDz2wdH^-nvI6y1Lg=)XDR z-xT5`i-bSmCmT5f|DQLgkj!zbLe->$9gfr6!E^vunm^dsd%!zgc4_6AAU;2*raiZIe{@#jc4e;H);oK=-ff{5i6xKhBzlRN0&Oi~0r^odOT#j%snEgEc;$Dlth`Iii{Dg4rgREy*fLr5ebT}KD z#hy?HqaK0RxTv^iYYml0%9bew4Tu01^MN?UfV|rtCa1)cp9rou_-98xs}GcIkK0@Y z*-ojH(r~3zk83E_jE_V(iI$uc+8_SSwShO*uLjc5i?=wp`!LB0W%@8grToG}>UE5BiT%IW}J#ze_G2Al|O2jcY+`g)`6xs=m zI81;kKnrb;9K~~+S59F^gBulWNf@AydWtVIJ{2-+K)C(8%U(Vrc0@KLkVA|qG@$ZP zUCLBgVCX{{{R;PbIfQrfLr)A|q^K708r%A?%ST(k2lDV zODo47;EwL*(i~RXMlKxtVnvM9!Z2zoFpH!npr^u(Veo7F-Gx$o*0%EIL*f<~rXTCB z4LAdMsuP6uS{U@C)5@VWD4^Qwqobpy;&jg~2j{!s28Yxj1!1E+&M+bS*pN7%LJ;b| z(F!REO(x%=PBJWcZNIj+7aVYhhq|B%S!lnf4%hGyT_Rp#)0r50U`@gS@BGEysWq;L@2ab05vh$EGPphpJY#O;l9}h{U18+BVeg2_AWYJ9&GRP1^Qn@; zr{EAT=#7s%Mo()B(2~(bs*TZQZo$b1B=EeuEib0zl2)jHHXO@|uRAga@#?2Jk=NS}`WkR` zSZ>&if0pGWo_O_vyl&gENjjFG;aH;nw2;Hp;=w~iIyMC@f%X4US11KGGUrR3H2x?a z`|wZQG5wyp55B{a^Y?)%%ETx4kBdS{#!?{h;GLdP_zytQG*<0jQ>p#GdHo5}V7Zvv zD3E&nST+P=My}gd)2->L4iR-j{kJV6Lu~GC(2T z$8=UXp@5XlXRbU5B+|5Q(>4k=l z^&3*@hy`Rx{yRM_B0xxEo~}l$K}}oiQ6d+3gD|4GFCo@P>C%nD1m^nGx!E7(&^m9> z%$lpjrQM<{B${SQ6_~#*; z#r1JjMI*zvhNH>)piwuYQj_iT`SCk72h44hQ=rA=bUWxUnGG=>6v1y?C=RH@xg${M zAPo_s>O<={X;hew0wnWOdTHVA%y9+wPf>FQk>uy{FAiHa-ZoA_5|hbA_0F!YXoa{V z_`)eD9&S39p&`tsE(nGL91D5_2Gxixh{eZuNCTYg#3(TeEtH-gm*Q1X+}U!PHan%# zMXc6o5iPEmj65Wl8&J56I^ez@93f%gSyE+W+v4yF zx>tb0;WB{& zA;GEdB78f>LsOU{%I*5A^nJWprvR`q=~zd?o)Th$#6eH1J&AzJRGg5;IKMfV zAGxFvT1NI-Z*H8yb0LnY94cwE-*Mk!Z$B~|x-aq+{OypSocO|0z1`BbDtN-fFzDgh zL0E6ESovnv(6-}qiCL@cfPT=lb>H)bbFF!tngQp|7shII?GGPP>W!aV>{zIiu$<@p z@!~~;fh4^N`bht)yZCRVP=lYolyx#XRHUTvPv_ARM-U&_JnJDeurM9`M!&veh~&vT zoS7mwb5D+b7*WSL|93~{dy;f5Y1ogyjfMGmmr6m)HQ<^dJ*6o*7vABhc@(RX4LDKG z%2ic`+BzQjo<_Zq5B3QSe{9-@mkktiU%u*JIFQzXcK+D_T z3K0)v6%C)vERfwf$G!q@woE!P3n)BpdyQnEO!sGvs&AM_xtA+PHq~;^=;R_E8h1E3 zO(}beZHMD6rrK?eBYVyY`Zz};^{Gz|u~=0HR%$KROz)jZncp$aUk#F@qEPxh`6iGC8=| zUePJ!)XuUA)Q9Sz*lJzR1ZS(Fb06gEn!>NCo$du0Q843%%fusj%w(Df^7y2w|F_&enjVh7fY%85cF z6MY0iGc;Vd(JMP$1i%&O5cwm1Y)M-Uo7mN33hS}johz!~e$Xlx#>u(=kbFt$FNu6V zVz=!hxnsDk$HJWf>#?c!Akp%3a1xr$q+fOAJmU4WXMqv=(XRwj#`@7jJ|Chvdu$U= zz6VL0k3{N|d!JJG_(t!ry`J2XUpI*&Qurw5>1sjQ)RH~$?a9Nxpk`&6D{fps1PrSO z5=+N_6U2A`2^&sNDfcI(wiHr#O+VWOPz&nVOwhb#-{^tau9A^_jLrlK_RIbWfG~9N zX(L|Fm;bO@reFJGA8ZgwhoEM##`w?h?5W&Z#ai9Z9_rI&hP*iR}UyUME` z3bS34=>$51MS+N><0av@CGBMPnr}1{*pODN(B&F2uV8Mf4k!L%)z;$duCJ#>J@D!U1QRZsn&u6m8-bO-#0WQn_k1z~kF(58CBXPSs zCy@F1P6J2aub(Q+Yc3|&1~vZODpeQPIM&Ab(uGE*BCZKGT8I$bjjaMz(<6--kEAee z1H|ve#ZS~QZ0gL(V!avL-(|pKqvW;I?;R`{1D$i-rYX{q^*twVg^jO!)g>fnhr8L2!}~^&e|_wI-u#b@@=aG z*4wd?%;LaFwV--XQ@rJw7<>!DQ4OxAfaBz+t(n{@OfA&W+7*_LQ+v?uAd_C1h6C3pw@*L zZsY=LV)7d*c#teICYhDUenkp)>DZjtXYrq7@!g!Jq_ zojv$2wo=c9nF}}*vC9!|3ckv>^IA_st*zgHzC1I{m)dDOB*a649in3 zJ@?CUT$V_iz;S>-?^c30K61{8h9P|r`Iv7NTduZS{s z9jQC_CfwLT#w`5X2^F^=WXl5nERY|98}ISOTx{8E(dMCdW8 zHeyD%Bxo$^gGP4Ye5T-bX`1kX_Z80DTad{!B`4S9#!H+LQ}t~5H1!D{sG$Y~tujNg zg?L8>L4b12NbQ_EKWP=>D1TF*M3%NegBCvMY5vm}{4YFGLJB?l6zK(yK!xBh#HfMZ zGKUWH5eJQ}xd+B~Yh>3Tu-*$45jcJ()eC zIc~V``TI72a0lPaE|L1gQm0)&%H3o875-vHyHWrXUo_D;&bMI-HPW8t&6u?}fY~VY zsjB9aXT$GAoy9yZo#FI5Fzv;N=giHmIfzhq?o_t;Vtg=ME{D;xRw2!nBZY zVZ;(Ner6Fh(kt12&IS4!eW2z(%lJj4{&X=EUWB1IR|1JG?`{KgS%zrSwTU;1&AA_5 zO``S1|8-+(DQI9L+o1J9BKvuEH6Ml`n{cqsUJtud!JFLS!)T$)*vfN`Qm2tgm3XKP z_=FvX#&Q0+(>}Mjnx4^h-wEkL*2u+X-&X1yK#-^faii;TM)q0hM|4RiwqmrW`rS5*!hA}&hJ6}~h1 zPk(I0E|c>1(20#W=0@*niPVvbI#8tGy#%t4?fUNmIib9cCCK1I!!jrKpVH7^crJ<8 zF9L=%C#Dkl-qk&kqOcBin?ix{*NWF}&U6rj?kHavwjG+rg}p&`qtj`c`>hQU%X}f^ zgk*Nxu=%8`l^ILmx*3bIz{Ixpl<4OpKl@d^Y%q_fhXV{Dd5PncGpU`|$htY%V({v# z?;r7GXd=m8EELyCW7i9U2~$el+=!Q8RO`0qxi;aNh0>ecxXPqoby6>3`1m~VGo8ex zrG0V$5t=^;r;#xsho80fY0nbT{h)Dbr4>cE6zV+M%Lgjl=iCAT&?voj6{fejlw}#= zR2dY+8;JZR%}6_+&pJ`w4M)ncLhsQd=sdKwQ)m0Zhr8O_8vi`O{|hs?rDox7Q@9F# z|M~;rKMlkgB`Y<8+pl6Z)BHN5I`Z_9t^C3jngRHU9bkW*H9^m>h9*{tqK-QBf&5-Y z&PLlp{p)_BUj+zJ&uUOuadirkiKHVtRJJW24Z+s`xYy(Ntr%_ia+rsUEe~Ns3&-0@ z41sA$Ha(5BJE?(a|D=bbmn6S?LYWBpor&N^`JEoOfg{JXUTS-rWP}c9BwYeUsZ!(P z4Ihg4ccl{o8K~(TbC2PtIu*D1vIdXaV9%&AaR$U5svI4@-AA>N2qD895AQQlir!Ps zQJ9XUT;Pl&>{FR!12%}SM;-lv>YoJ?bAu(9(tAvWAgSY;mr)QgC~*PppXA zzX!BJhGZTzM&-MGbABcH;_^vPD!&TPC{CZ(qP*!8UWB&6hWbjwkb?YjXHr}=g!-#> zU|x5~1^KW}ewtKykNORa!%qc)fLp36uozk=uunIKI~8TmrqGv6cPh`#?N z8Km4me)n>mMv7Q8O~Yii#a5*2VXeg%O)u)uq&}_@44lB%FvxCGW&b?EA2K^L#>Hc)B=hRO%49z>8K>cOABEhRdg*uKZe zin782dq8MC8<%1$d7^M{Zl9F`Aw}x!#3X&)!!D)*Dn@jwDIc^s_HGoaJURjwDR4R; zx;)A$Nw?d=Ohx^H%WosH#!Y4$Hegtxn@=_4v1R46A`|;+|Fv8~D4Uo8Qv{wYkjX8_ z!^_EiAci5k<7zdHD=cMKnR`Oq&p|EqnyEcp*UI?(_RLm?>-j_zVY6ZF6N-XH(3wU{JccOR#zxwvqeg?Q9fNP$WL;sF7tf7*q2D@Q6JWKZ@bO=Y^Z(v z#@*jVPfie`gH5zqM^xU~m}~I#QT$0DVAR zX)_9j;40b!;tj319O@)m)!i+4G~s6=f_Yd7gXL9(aqm~y-!do-z~m%Yd|lb{O^5}z zArC>>vCdG=!ct-uf0S-Q%mpRa&PCi`Il$(~K|C&|=<;2X;ak+r`(QzyL?}as4WvR0 z^5?idaew;X`gQ^?lK;5YVlw9Z>RI>&x${6Q*c?bMe&U z3t&-n+Hemq5aQkI6EE_bR~+yzpSZitj(a}%6Mp9G!zDntvv&PhHi-Rh>7RLGhY%8C zllM_oe=YnTk+Cn{Uyf&=jSmzJP0}3K6~^+PZ**bmSr-Mv39NHpefamBKs-o@iH%kd zhQ2$e-JP=GCOb?eWcW_}++?QoY|$TJvaSt`hi{fQ^UYaVS)m|%`lG{x zCD%VGDqmR8;9FFpQ>O*_t9=`%<6}}=zF<0m+8ojG6q3jrHX`^3ZO$rs?HkOh`-Nl6 ztZffUfxsz*Rt{iVK^3R;)L{$LM#C!|+(L{xq3GeN^Zf15Z6JrddDxM;X=Vi@Kn3Hi zN6Ot!95KZYGk|mzj*`Jox+A7no}wF9U-whe&|La)sZpt}yb^2`!&CCTd6rGXOX4!_ zw}EX95uA~MHgc%q3MCCG{e`bmvxsR`1Ye=mlreguIbcLEjLk7le(~bYRAr`i8jn&r zTa_)o&PTo;^fUE{_TWtsyU7&_#HY+sKjX^HO}SCNYQ6bd(TE*5tL^ED!&mi0qfw9O zsDSbX&A&Kio2!Sf#|^4tt;xtL*nUl_>4}5SZmgzojfWU+;FKrc?ZXNn8t3@r9ryV_ zOEDOe$@aTH8|?W_Vxu1Kmo>bCaLj9``1cQu4$&v4Dgex|bdKP-JWEF7Gsv6D2Bn z8SeRH+}_D?S{{KPi?xYV9_wc!}~nH#tJ`78U((Ifi~hhDHp zpA-y<p21HvR#tsf_sKjhI z!#?5TN|5c=8T2re-A3~4=|dBCJ0u?&5M%7>gSXylYf82$Z#n=&48J+^xmcj1Z5;U$ zE%Bjm`0EJYoj(88G5)Q6F}3*iBZ8IK00m0jX3{_r4$U(YPw&mJ2Us-icN?P`ev+RH z+LQ-PIrJZ3^?&sUe-W{)l8%v;MMulA_aFcH-kRS}solm)Ct;K-ja2o*;FJ}bq0Wk( z&Hnfy>FO^jY^Ld5dbZ{Jxwi|$5a^~QpCGATGUqZG#U%)2?ld~R)ZJMF!v1O0e)(s) z#`2m&h3Pvr3Y!n7L8GPcYDO>L)g+!s2w2?eoW|h2*iVZD7T7k!c{ZT!s4L?4~Aj%GLO@;cg21d?>ealz}&!_ zy7usl#jr_;56+M(Ik~hD8e>GHcF!T3d1D$O%Hu(tP+?ttDHPWnzJ%LWWIB;!gWTL; zeL>2VFS~F3#n7^pq-{ z6D2xg-Ms^pCtAzIDzLUUG&5P`Qv3w!~*r*1Xaz%l{u^nsf&gCPb zIG^BK24*ge&*`UB@<9e0h=)5{fh%<32?~NBA3YK=_KLVA-Z$M9cFBm%|_Iw7*Vde)S>jiS#jkVE7g1U z-0Hf=K<7VL(NkKKQ26>S>9;tDJ7XzkVi@FtUaR;vAjy}pl>FP|54FK*CBDSNoU+#g zDe=_9bD0qG@##tzbLs2~*kbB?bQ7x&zgF_xZk> z>ryt?d7Qhtee?qC+4~^qM$c1gjbr!Qeu!!jhFdsfdtq*evZqwFIKigst1mLP!s|X7 z1d2JTg9tYMR&~p8Z~61M2ULoQw%x#@dr?lsoGEUpx&0`$tp(K|BW;A5=|&(X$sxJ) z;GVuMQL9G&9`9=(tQ^!zO1*4{@JIwaZ{!k5Zvf5XU;?Zl{)QFmE%8}vZS%?JM?U5+ zK=)ZLUW5#m_nsG0e?J56&18W>mDM=q=%i+LV#>-Uzh--4X+VJf@V+z4=l|X>9Vq&N zZiv$-%XJtp&rhdz*jZ1A))+!yag{wmt4UhSNsh+DGaB6<4lm3;ey5GsG3@kWTbw?mHvZ&utrY2 z=0y^6`zrzo!Rf-g7`G$!K`wiyPO1d)J<+Z^*}4yJT#8v4;-;9x%-3I78JD|u0Y2R| z6?=^YCN3pUwy*%Aq?v4cZ zO=AB141>x88(FFS1QeP{C)W;o5kep?(~d_*;?sQHzO!h|oHh>ZhH$0eN4eaLKEd_Y~#vX9``2Dk}FquIb5=_nf%UmuQnbM7#sm?kb*vTXdPmh@U-X?so*X1XB8CIy_^?PWl_DnK502kD%iv&9mokvU3YDv zFvO6QugDPs!!||qOCKsC-|k{*CX(0SsR5RxXE|VFvwa<(U(Gn}_NQI_Y)WT?Lz=pJ zIA1b4V`M@$JtZ9vrHCFz{Tu4hy?~7V%X_{Jogq)X+ty}z>4+J(^=AFpSQ~1tac%F! zsKTDYaj0gsFDFXNUW2?6j?r4BL9G|X8}I&a05%!G`%Wql%KJ{4!Y2kmwBY3*sth`y z@Fh>TF7}B|KwuURPHNs5;a5##Ulrz#kR{^m7z)fX4=L}I{^L^lX*Hu}Fv2LxW#G88 z@jIi?T}Cu+kQi>)GLM$B-#@S-RWF`l&J8I)DeYm)g1|a~RQ&qpeDB6NsYn&P(Y7uTzw~#O#>)Kabx_vT&j{H%1 zQ|c!N6C2C9GV93+Ch`6WL%yfCwzJd;YMNtm=b*VYpF3JDyd}o6WMW1bB%6WPAAVnU z10%=yh>1Sr!>`-ePa|QZW9#5f@YXd+2BFm!X!zgpVI|;hQ z6A^1Cu5|yiuZIeO#cq(TI~%p3gN6v37O<4rUdH7GK4N3`_#Vu1AJF%(ub_RicXZUI zYj{*ECI7d{SuVf^HO>EN$heOZ^;2_EWlY?UFL9OTr)FO<9a8NU!@Pu~-Km7a0)^jx zb{OTj{IdCrUAUlyYC2zP#8uFL&UqH5B=L#qZXH$coZyjUmH*4f^6;v<(rSX`BZp5~ znl|&$@w9~xVcHTV;#s+eaF!AK*CoM8b4&>eOveYCtZ`B%j?1lAUGHE59V8Pyb^28K zXknzXTXYQ<1ZM=Yj&F10x-Jvr?X`HcRU@6AI?^U7a@mj?%luNh-V8xIdXXWiY5lxg zl1NTBiR+(MxYqVf`^a8l(wOSm3@4V!y&{_39P5V}2B&r(G!UJz^_g#86KuH$ufj6d zEmmwPCcpc?4MzAJ0Pj}K%pb%{PzR&f)G5x>bQ@6L`h74Cg$R8uX%z^}zye1y9^PFQ zWO@FWK%SCIJs1q^I0lFmVK0he&5{y*&3tGnUNi{CQpd=W4sMXvGmekL+Q{#+ z0br~vB4vD_8Gfzf$yM8<>xMkdKbVBe3}^zUe%~yEpIbFglCU)W$#y+ zJutNe^0^<;xU)a3nYK7N#4V_uG*e<*Q_=H{{|V|jwzwCE0eg%4A90QzcZjrAQv76Q zYfo+e;01RyIhEbxi~fnzsx%hm8Z`c?E6(fTbK=ycp0p`^e6|WLr~dXs_f)$y<%J8n z?>No0`&hjz!882z-E{0vBTmD;h!tKEs?YUmWcNu+SS`B7eUydNOj`hN@)WhsCxoBX z_@&kd{gM6te_%n(Xv<^R!!4<+4+eV4?n@+?5yHdd9p9}s{MyEc60(qmpdN|9_6<#i zpdc(j^yeUKFH#e>3c4YB5EG)%ibB6+RAmBHrQiv1y1uDaXMHXyqFmH*Ck^py4^?O}k||-J%=oaiu4r6(^xV<)V%@`?D1}U;!{NtEvW@IMmx7#+ z7m;K#hBfYN!(FV~7AEp5<6OWVRxrG+d{GA4sL=xIEph}1^-r(iuUU;OF)Q+$x$BDg z{mMTMKu^OqpgMym#~2+jZ#p-F;nRq$SM+?h$1qUg<_kqnR$^jMxqgG$T#bbgYf(NC zTH(mcqxW~0hm-Tl03Q33NBi$;RW2Q{8yxy1j6AC%a)$Y4Zkfl~0tk{P z4H%MSI?5zr9hcTV;({DW1vW~fer-i9DJoBB`1Cs6*bD0cK?@V*$6!PboMhK~3JFSF z?e!HLXcPbZ{*}nZ#g3>8x+NqYYwg4Rn{Y$Miou_sc1eXqT;81h?il?7cikVqUUYG4 zsLzkHe<5p{cL}BLuCG#G&4&01=%80U*?sj*Q}sjN0Ut8``8*8nUKsyI?J$mHE%Vcz z5>jvzTVJCewOW_D>c&FdRJ0;1;kY|XZn-eLGFO5OH&QN3e9Sck1T*}QAPGGpN3IQn z#ks)EzxOa9W%7>Sl$2NX*T`bg;1bs#;N)N^9 zQ?%wrFV*#yE3lJJ-X~bDBwMHN;ISmy7gfri?IqLz7fGRxka9G|1~npvbNcOY)&^Lj z%CK~l#eo?mU(n3B%)`3mM54!rM@H7@T9kC=d}|A1tJRoU&nFpl)B7Hg$o+;ze77c0 zq<(WS-7&O&r6pWrPp#fF68#tSqq_H@4|#-w$){U~W#KIEs|f)KgK3^|kcoJuD=~N1 zsq>@YvbOQ{{dV=^<-+=$dJf`0ia?tsqQ)}mo-&rSR6_~9Q;r1VKvAOhWUJe?2atKq zCaJ}4HTI;9E`vTz3^o~DgNoA9NyZulU;eC)gS<(SPFg$mEWVzlP1BY11&C{`-*fka z`&rm0l(nyxb`mL+IXY>=tYO|AD$rvi%4v~Xf7AYcF&Dl^=KZqiX*crH1_Joo&too- z+2f}DiVSR!LdXXlD1J@b?2sm%cMv^Hp#IMSpQetSG_g^!P3T*Sx|XTAAdTs}obr-j z-;i}7#Mp+7?Y+4}TT1bt@Ngbad;7y5=O?B@Cjh0oMLXI(>X)MmnH_bOBNVL#TBrYU zjsJ^no$)>3@yD9dNZW^lRxJ}g;g=CxBa@<(%CV^^)T(89iR*ziYD?>>n9aL?4vR9z zVivR*T(F_(jf_4;1t^kk%u5Y^O9ln$XZMldB)7DOIzD__6bDnaVR*v|!6gbvV5M-c##xE9D z((q2K=`9v>8&~Wo0r;b`-&grm+cTE}wU5|~c4!89NSF17@ABADK1Y6!mm!xp9$%xG zn$XcVQ0hN^0rpPB;U#)*LQwqZxG>gPnA0{H3V%ja&zZ~6{u;SsyyS#z_v9fl(HB<9 zLCLCc2%B1;d2LxkdY`kL#|rG@L2cNcn*?cP6*7k2|p^ z{Qh?hT$88c9(ze!w(QCyZkM=1loYEXz7%MYq@D3;$h3Etiow-9KUqx*7TowH9g#g< z=Cl+W=2saFD9v*cqhlsW0rQq!>d2R%i<+ly4b7rP-i+Rx^p1)&8xJfIoQ(_z@)gGo zX7(>%PEP2w6Nb{-kr>l5Y4CkStIyp#j)USIMlQLbGLTe0CVQzqj$+SED{<-NpPI}@ z%~~jRbq{8C9c}Wu)Fbjt&b#mU&svoX>SV8>f{rf6awrLECdI<_0;bS$G~Vdak#KXE zfM+OqXb|4`E@~p06d7($w1L!D3tPVjz9u_;Ro@lg`5VBCA?{N;Pmn4rXi}M8N6dz9 zhdscH<>G?{rEd-0$GZA-oby+7?!kI8s9?*-Pc^wP5dK>}8=#k)#j7`IRzXNRV4>uD zJVctGh}O?_n4Gosf=3({`x#yOqYKUN7K*hws^zxJ2}n7KKiD?%X*(8^?e4$#vI$48 z_WqVfW&UY-vn{^9JbASN6?w{gMG#9xft6*a=_t3mIoKp_{(LMu8H?zg{~g!jz+HvU z{@bV%A>m!{(PF!b3;*$__N}ubg;W2hqvM#M*}AZVdzJ3Cb@DL9his9Bje@D)gKeY5 zDE+@yW`!249XyQUI4+^to|_^4BbNd6O{+0qWu5*si>KKW^NUp89lW}p$3P6^pbj2g z&+swFv0&|Ox*3J>+3!=gUIxc$Ymt$6RQo@8PG~h#+Bv)*yBTU(Ru{3_(y5^LM&*)3 zu`I2{{`h`e=a?=4CQkKk*sNQ2r^lZAz=7qzya4Dwm0InLyfLdvx-h=o3I0lw+4IAG zq5gR@(u%Q_EX3X|M3BZGc$cL+doz_|@?dxs%bKm&W3zi8mO zlcSwL)QAs3&%Z6*@E*agh_tVMp5Ke?&q;?0#t)fHGtRSZy0{{=`SXS4r5KF6ksBi; zLZzYOZnRHLI{uM3SHPSvv05o+&-Vk<78{-Ks41PyR2;=gUD!TpgXs6K(?m-{qb#YI z*`$f?dR`LOu)p}&90=nRthkY#=ZQA(d_T|Ng^?CF-B~}d_q){5OSIBmSHtJO)9`~$_-G0vm8pcaH~VO*Z| zOOXE{p1FC-pt4MFB{A$3NtiRzeVT$SV%AN&AMx1)?!V#{`t}OR&%;5S#;^rXGwp_o zIb+Z%WVsO;A--w9@uJiMRxGy)VC>2~oHGEgu3|6Yg9|tx6J-M=`!SS)8Dt(93Q%~w zO4i{>Q)Bu~st$bSWLY)1LRRjJFn#o*e6y!Q>63}@JA0|c5y3`8 zRU$dlhNw!U=p4{U_UTT7nR^DEXz7p4!R^FIvL?k!8E)q*$>`44h#YGsjK|r@1c{xqJ-BTW z8dnR$BNgJl^L?Ez+yFVL6=kLT5)5A?8#RyPa^Lbr5JqBIfBlM1Kb-v<(1RMPw5964 z&9E*z@EN!PUhpDbmtKYG~>yX-hut)J}8exim;=UZ? zZBoS;07vMgZn?X*7!wI}!ShoFbr!l1n0ck{L9BVAE>jMLSm6R8RTd&?A7&BJD z7i3oZ0v*(2%@Cw!2(SSHtW6X8;8%=2->A-INkE~AdW&K5Vj$)17px$3XCe=xekbH^ zv{h08gT)%OuT1ZwHKgKXnu>5dI1Wd8=qff;ALk|x!+=r8Oah`FrvQcbDgSjkq5kc-dXZvGh448N8k3MZDYO3qZ>X;b})jp%zyt}Fm9vJ ztsfd^7*CZ*GMHamm#FcGsfKbJkBll9;@sxM3Ft*!l7f22y`do#)t1z zugqkLKauXi%n^LGRyGt({T@vxZNzO@@x^Mj@^bfGGRWJz_-RUQ>i=V0yl93UHJ&9w zcLc;3AYG|5q%_E|fx@FBi0PUA5Zp4E)2{d52>SteUK1RWRi zo~Rg9eHzz6kD948uJku!k@*h=!i=g!K;6pIPwkWDoF|dYV2C<`SqB-n=RiIHDDU8a z>gp;QE^SAr-#Ue@2OX#)DEA+W+Rjm+u zzz9QdAuiFX)vkvM1DG-3S0Q9B$$5o&fS_j%D#G@zYEs&#-n}*4e(Qn{^qx14({b6%ICMH^A%BnbRz$m{QX<9r=i-qWv=}xtNq%1 z<3~$K4O>O9Y4(jM;dDAxK>P|173}0 z3D>pJ*>_Vt#y`eL0)CHOfY$)~0qDvTr!I9dgvu=6U1vWIZ9fKCq&b}|E1LV-3+GIun?&-G1#1x*ic+y$P_#G9_kK(>7&6deOb5=E&l=^ zlS8Ap##aMm(7IcV;ny-cpgSeg=Ic0NUF=eie*+KyyK~Cx7+%?Nl&R35_(xT;DqSHF zjQ5TmOniphShaD~%onDwB40=}-5*mM>3x;^6~&j23iwZXPB!3;-SIPzQ?*GOT==qX zk@$(w@Kc4p;lu0-=sEsWh2Jr~!xnUmtg{x1QT1&+A~bdXSn-vG13Bhea-{O2c51mG zXy27&Gu<;(y^6CQNjs!hwZB|pDrk+lZDkw_2O|r$CL6thy8t|BoBM0MyB$$p@I*b0 zn)$k3{R+R6Gvcn;AVWN7-0;3Hjd*=XA=Z-gNBfj^*DV`kveM>DQT76*7w%Q(uq5+1)=q5Wa>0Sm%!J;ACw9?boI4fxXs%OGHmGy2yCRPVCr(QZbZzGTP7{z3_DK z1c^Vqcq=uR66ix*W>6%kRe1wX9alJMyqV$by1CSMsy!~SopB&WEcp&&ovjCF3rC`N zEi2?)N1+?x_)udBV}{_{bm&~^k}xo&Yt8da5Ky$vgPi5;sxm2v02t|F^c?}(PB5oHM1 zlAdb#&rlkvyt2OTvwrD|QNt?I)ZCk!?bFefCw6S>4<9=RL&HaF0ht(HULWf%O3^_I z@u-(?)wEw1K#nQJY!A<21Z&j}Qge-&Tcgw}ts4jTct>lTKrE+; zC))bE;tZXG?rRA;%QPK!UwVGwf%Csg!JB9kr@ z3_eIgH8j3_AVmupt&P_Hd{J|cT_kp9A+Ot-dMPGgod?*`(lE`C= z7_6p(mT6C%szBL+Jr~h$D z{~4o$T8O#Kpq37z#{c_)Z1%-L(nTy|rAU^V9W#%I{LI zsH-&oel?*~qJ2f$Jy(Ib+R9wvMrw(OXb1LtDb{>RNk{i%_+A-cY4WRla6*osF>$-t z@jJ0pm!(E#@6jNU#G)0su)8`1l;JVK>}Jqw`+QjaJ8{X zD!FtPvAJbx%=K+{(E+Z)weWeuK;qj?Z8%xjT|y)g`n*?lDO;@a;;j^7QtT_xPEOWO zcVs6;r@xyE^SN=BH$uxI0YW=bFz{B#>6?Jgh~z3fH2Zr z-BB_mfd)6Rd6jI5vG{Il&j;5(XWoxBn*)r`k~JGpmqWZ@n46X(8BmMSfwp)s;P*su z{jXkKG3m~@tvBo^%0jXGp6j^0w6n2lfK33^=aV-J%K#0W6ZVQ__=l`MH~SYvStBm& zV6~GwcD+pLe#qjmF3Y--sZV!ehkS_vq`%|rLwb$ZM4=?g52mF8 zdty3y#;W2|-*;{O8~p2(mh1i=h#yz!gQ-b6(hg-K7s``GMVEfIP{L6=V;wHE6xcpAW72%DITH9|FiW--CueEk|a8x(45whxG#l8^YItR%$PjWsKc`RYqmRJ)&dzZ>FOX; zj*m)!LV495Eh1{^O0ZG$O{wU5mi8&TWVb4(7w;}U#GT*%QV44M=&nuZv^jL|IBGG$;=X{<2llYUGSr$gW6_n=+Kc1u zxe!jZ2mJMd_^%rKU#SyODBr0fn)Y_u%JiSLh^GAnqA5Y=fLvzLxcpwfK}n43ZRmtT ze^D%o&j`5XCkuznYeU|D#bw9G@z_>-vbg?D!x^#}TOeflwVMZeb>$(U7KxTk%*vYq zg#9JL=E6$(qM*aHX9=gql;@X)^0re6=K$|5xj(6-gYYv{xGyKDYIE{}|1v ze>)1FufzizsI{E;%f~hy!}5VYe#0ZOlCe;-UZZWe5``RzyAc}!_)1W}^I(GSuvFh; z&go#zrH?RPdXvYsn$RnLG1#>*L6T18EZE;6cxC_#AU?t;K>Dljy3Bt;-Y3D1Bi?JH z7w}2eG6eng&?i@jyW;(yli554GSkWuNVrKOZ`0-yv!=x7`jQO+PKYUy=_YRw(()Nz zr#OwdDeWL|2o9~SbXoz)li?~ zNj5-T0zTSu7t~p`hx}kz3q#M9eV%%s@<6dTawZ4tKQ`S`$aTfYt2xMAEIpc@N4~cb z=&K=0Nf|5wz*L@bcR7u+YR5^1UgY(m|H;b3TQWp#@~uivF4$|kGiBw3uJak%>|Rr2 zf03p4EM}MNU>mfGJ5~Vv&Tw|-%84oGFq#yjAmM%7(`H8aPN_9mpwU&~yaIsjhTMNG=PcOSCFHmes}H%R!$AusU1|AmcsHV?7SYhqVEYx##66-)uQ3E^_&Vy1YJ!l~;rHbd zN1s^B;oAS3zL0>Bgori_evt1i{YREe0?cUAb;bO$#B(Zg=BiDIAto}+uJAtNb(azN z<`!mde?N?2BiV3Ar*5LcFord3#&HP5|2%;18dcc)iDpMxg=wgA}c;NnE1F;SZ3xTLJ zv7ud1vJ)Wdt*5dZ&i;ssjS)^E8?donWkC|-^Ok&v1#+H3gWYE5Grb=LAbcX9l$MYk zU>2#8cj`8y0jZgI+*Z}dJuEa6wIte{j(^>xabuOB$pMGiejMrGR}BSLrM$2Kozooc zCj;~@SFJ5+a27f5wu4{@C~7O~v?l8{$D(AHCUTc1O7QHficXw>@S}w}g%qjGpOd>H zwv4bGDdfU?c;+G0ya5(9R0ot30iJvoitN+M2)ISPOG^n#6sJbr5WYN?-Y=~*`?{JJ zaQr-3Q@fVDn8UeE;+8S+tC}T06B3x<=jf`aDx1B@vOdi+KOh1p?8weRW^B2YYXT(v zbh$u)jr!|pR6bZpc+IVG{GHW>|ILwmb-eN_%U@{}tq7VA0fLuk#`eoIrrqRBKJSaGrjz0 z7_tC2JFXj4S_07oU(FinrY7|WwFG$-?efwX*F1j}qbgfl_>y--F6fu({bt6Yj;d{c z0c&6LtP)QICC&6KZPzbS{A@k#uylhV+}NB!WVjcl~W)U?y9I>PBX(w{w|inLtUbh3}guB&pUY9{J%g zJS>ee1S@BtV;Zpuwo(YBfL#NwW)m#?4-^ifuLSvmu!dV{yAl;Si4Ps0oC@RZf>{D) zY=ZM~rkC-qiWE-j5Ic762+wvc)8F@7L#j4aavgSYxCw5RO!ak5OcT2yY+d}4+rYmX zjwM9Hy@}{DJABiA^Eo9Yb@W`zVxrvj>I!Gr8zYxL@3|3fE=FHM4b9pfV{rWSLI+id zAu~mp%n6d#3icrN5Xw5?qioQou8<9pHG%SYP?+v?vZk6^waZ5c7@lW(0Q(QD*>VN- z`%SG6)tBip>AZ!7xZcs})q{vUH&o;FC7hAh4ZvY7UNk)HnQlo)&KeVR#O$72gmQ`I zsOh90T+zyKcmTUaUG*?P`19T7Mm6yCW^Ml{Bu($D;F@y{ooAflbMl<_c3OwPE6MHL z6f6ApNQNuS$#`>Toy!SaN)ProaWW<%+?ZU)CKO^_zR1O_GpZGN@mz*Nru*P66{@cF zxx{1m1V@~I@b46HB4tKJJM4obbG|?XN!L*dI;G z$A~7Es6oX0Z3_DoHT>u&cYgIm#5dDFf^5L6@{M=Yo9DO2kGJhz%O{`hDwRWfxhVa2 z2ai#H{lU&Da%?$8H^?MrFeTWZpcZzsCK_fE-`{eKu4+s2tMZA&n&IL0s4FGwN60CA zTAVeimUEKT?4*N9HS_s7b2N3ZQ7u!&xFN7fo&FLhbF@#rjkmX6<;!iSzg&c+7)K4a zZ0QtIIeu$tW$N4Q+5HF1`L6`vbWZY-?rLPlpy=B_!maN$@YRps&TxTyswsUb9RgQ=t!}>@v7Z|7sDT0ncVa1*^a{(C42cN`{{22U z6ehd82`El>_Z)q<({t$-grjfEa~hsZL`IUM#XBP^2fhd~v);K{8(fIw;3_q$j@tjMmQ4Ruq|2g_5^X*1x8Ewbugzp{syDVfa4Gg*TIF1;4hGip12+XTC#-PfIp$a)H*pP%i-w5B0BvD}Vj z^>&oF^KRQPWI-n})ir^nWFFqce#$}7xtc~xgy2bJq45O;0TK0}APawrC#x56B<}0k zJ7p9_iD0~i#!chaIs%l>6?*v(_bV@!+Cr}2dlWt%O23DoLWi$I0zEjQ@3BgW| zVlu~D9088R3)G$%VY5h-@4?^Z@X6@U$tf@Kkn3tI(5j1~nI!|bk+YdXbY4C))@Gs} zI*(KS_-Jdg+~ex~^%%!NYD*LjQ_|kYybHabl39k>1#i7K=BZ24gg4<)1>}IfU>WM7 zCgcFk;B89wU8qQQ#`Pvx z(c~}=+}{vx34LLmn{j8A2sFf_ znh7JKcYsJDY9Fh`a$uK_^3(Ox)02s#&+{wxs@?QgC1ZMx6n*Do;`k-*h06#p9eNti zjd=YdPoWN>0R^V_Y~r>K-8N84WBoRAw~|yVf|diK{jbKj<{Z&1-$KbL z4=k5z0}g3OiYo)kgqV(w_*wtdKD<7x(BEud$k231jzRo}{~s&ur1K*Jl%b8<|Muap z-mpc51c-4|Y%WVs5E(477*gFSu@up5Wc^&EeA`$owWqwvKH5RGGz@V+A)gTjNI8D( z7-V-sagMGgGa?TVZF{F)z5s=wB?Bo}g739|z7(SrYrLC;&vw>XWWwJ6T-=Ua{nU(c z?mRNv$c0Sv)#HT9j~_S0sbwTmc+0}omlD*)8CK|~&;%uSlbxRyeD`)Rr?5#L zw>1#F*vS+}o+6CX&$WZV?B7cHo^FXQY~lrOivse99O@%*JbY-0NXeD8;+=I83DKHCdI<53=O~GCOo@zyUN{PMgGK&@S)-R%o``xaa}OgH+mh)Ve}6FZrph{ zE@RN!`da~YQ1IBRtcrTAGWxJ5wB^wJ#=k{SBuUJH#~Q0uo9zibtB14|)bCtqn!^Txd%! zh6k#wH~)A(T5Cw2lk_%Peaj~-V0~m{WPUHgB}Vc6{}+M(eCtpHz}{#Z3@qLF$D>~Y zG4^n!$enyI>55D0kOCPzRhaHW*qlHGyzpGz^K36{lh`L|nX?p@ry3DHJox}=N!n%G z<}f-8_z;y~`1(~7Ny8FPSdf9tw4ChQj9-emH+tIjbBtR|Jxc~=c?wzX^QsP5Xx3SFE@^A<#eY@w6!LW)&Fa*|K<2Y8-D%6B5n3_wIRU$9l!qs{#6F z*|t>nGf)H-FilBM&lE6@AWf6AWhz?H0}qdnrm2de*|bH%80rPQaE95A*0fi;zw%Q` zIy2DkRIK-_*1A~T6CbL(q;Co9N0nYkH2D%5r_N3*o3^C8yge7w1!CH=#CZqf&C%Dt zDhST<9d;Souk8Lk6-IXyZA9a7h};RXgWtG(!SQHr~-2YW)i$L1`uf?O_dF8wP-g=F?YlzY1# zEGDg)IC&q(ksj%@@$ET9@U=DhA}ZTy+I|r{BfO2ND)aNxPD&1cI{96huVJvtR|5Fn zp;;8bN%0m`b@~x0$4&=}%-mG#6>@UHt2ygRIaz_M8NNr3>R5dnSi;C4M=kxJ@Ahw| zHk{+5920d5ibc15cz`pfb<&{L9h0ekW19k-)G+SiBi}D;^@}} zjfit2&#v|E%SXv63(M7tvjqG_2WWkBoI8Hj^2+NH33cRX9uF~M&?^GnEafa1=et&X z2L^L>B_$=x-;MZwi7hLi%(@6Jd9*06WdCN#Qwbu^E{eWLu^^)1%g0{jMglIFQ+$P zf#(0!DX@39M*ak; zh;9x$iNNx)!T7=4qlM;Ru^I&zwUZFs_w4lQok%y#eC(CR;+UTbfBUib?t2a^-mtw4 zM@gYO3Ah&f(IS1{o2H#6MLqI*IAJhW)$`T#sVXEln?;UflejD*u1H&36NXH73slTM zAux(L>(8Yi>lh*j2d~@LpORAP*+r?}Hd!}EMq=5f(#g>2{}iI!aI2yDqL6C#HD(zZ z07v*KyxPTCz~sRIfQwQ#LCf3yaf3e8sM8quH21&(_Pavo7q*!d6YpxoXWgy5Q8$!< z1EgQ?3~aFBF|}>$4=5*Yt}h1Muv@61ZvpnQ*Mta)x;PPCQ&?^@4?ljIU9&Wmg6CwWu~%=QmaTed07dqnT;+_fN&FS4@0XMWVC zT^qZbo6H3WGt=01Ds7t;jWZXLbR^?9+8rhvqU%<fr+jCs0shK<99n>Z8QxC zt2(kc{ZT`+@>xPgU^8V3LsndQ@@v)X*n^uQ%tmtkwK~;Rm2k)~Dbo?^F?Fo}U1hx6 zy)Fu9yRh9~sa1p8tfhFK{7!Igx_eNZgXlb7C-{f47FI^Ie8A!Qy3yjtVNH5vrbg%i z?elK^pl(>+H>9C+XV3a!wrEg7hkjAA^_cmi2yKL?fBSB6#`yR+SM9UP)7B=7K(afg z_Fdi{zl0p${AbDrlZDvd{>E1BzrA!M7X}0_YES%{XhOtYhh|=Y0KpHJINJae1Nwr$yYvkWM5eB~YsgAD7hd`a+KG=;_jyi8R?_6=H!l`}?StYQup7 zd+nDm%603-t8YJD;fGrL^K245l&3e=io@&iAGl4rw#BXlHMF(It_R*@f$s~8$kL|H zkG`Az@Ic`i-S-iWd7pn>iUK`xk`{bRv>~=zT@i(}bnKR*k)MX*NkmnZP;}_{LZc<= z>U%9D`uw+wc)Jr?kLk$>|4NS}K-^jE=LV$tsA&i$QnE}|QQ%PWKj%{`3%P9)@;Rqm z>7cz|qlI@Yw^mh)zg~5v(Z-7WWg#4DqC=1c>l_SZ035enkY?3paD{SAqv4Qs%CG7f zRQmSEb}D1)7!=Begbt%NC_Zwm;Cy7~jzzswQQqQwC?5Xv;?o4TI@Nat?aGkU)sO2c zv`o(&q)qHHb6s#4F-38bl7HSRR;^eRH2;WnnA8P(j52-8lm{9bl=LPGD>sZ`b}~Rp zp~Biw&_uyYNKJ2^7t0{_XB!7Hk^Wc}U+|VMp`X~{0Q-+Qa8s0h+@&H{JGta%f2*%hMshwk)rA^r#tEGk=aTeKUPQ#XXubf!8b$Hd(azp3Hg9YSg|VFAS;fhtj-| zXd_k&6U;d&^)LY|2wui6|1(h_d1apm*eall9cAe9^kB_|xpMWBb)XPSQbv@%-o{he zN!ZaHf8N;h`8wETvr}?zy4*=ylRny$=^Iv%8XHnrwXab2X z7cd6^4Iz6THZoNS@dspl&PqXas8f0M!IacTnl0=_8Rp_SS6vGpv}sC*{3IEdu>p(h zZAfhf;@iW}G1n{8nQ=_N$~N@h&kx)co3*p%b^w0l+b@wJFkxlsML_M!aJW1GwEwUP zKo#j{Y!=-8z_{^HoG7tK_<5nqwA-=CnqB38*6R;b(@xEOvE3SYpNr z`@>FjAvrYUJrie&B0pMAd@@F_U2I&2oXE$hsXI|-NKBNo69YP)3;h+W|WZKf<6*a`8=oJGJ2z`O~ak|n`hP$(L`z$3knxGy=e|wQFwgY z#Fa9k+vL3D)g%R-xDZm7-S>NzBY>=;fD?%Fa6*)DN%-~XWt2##h&m=Ml#nzhtZ)3L zk20+4;8_!B{yI%!7$hW#qaph95>v;a!!mFdfK&`DQ?4rSTr)+H9db$Z3^UCLvWvA# zq&T5;(%+-DdX6lV;Ely_H@^V-6S^WB<=ca5JWO7qj4^@v2|9bD?4jGSMHP7V1*|Z_ z_(P1Ei%9;`lCb^<--K-l*9E6tdkofoT~W7(qC{%f8BI$QUg52V;+Y;-5I((4MG zrgl$$;0HL_&PyM$P941)dwqhUkmUkd?xuC6KjWUQvHgzXc}LEH+v$HV_@0_XMc#-x z%GV6zK*~~5LU?wjoVh0Jo%5mfchGru_db6m`x}Ta4pYq-DaHyj6C?HB<(Uy*K=aI$ z-fz3a*q&Z5LcA7=g|HLeu)9tSS`nAnnjaE4Ji?OvN6zj-nJrdWQx9V!hXTV``u+{h z&$X?tS5b>2Uu&6}HCx+pZT4i1-hJ!A+ID^uU!2CuB_w3~*ru3cy)|d>CtGb9>+*_t zqs@93jPdW)>OX2%7-He_fNvUp0BI#6Va&t;O!4~ah~Rim^0V(7mLuY0@DwB+us(Y3 zzMJZTROL76O;zYcXA{x71vR-5&!l_@3~EZCi-iD;T7G!~Hs@|&_M>J)I7#jMF{ktg zho3v=&(Nnfh;{X32C^fjote-hc4zxEUFvG2bw2P) zaWo`$MK&dwgz4xZSpDUopvMq<19Q*A>BKJS|CAR_Uzq9QF0R@Uj#d{d55iPTatuU# z>rvqw6YRn=baU}(redslcUG6$k4T1&?O)ayLf4Mhd*r&*t3P7C8cNN0Yz$~eP|N6r zv_i2y;LK8s;$mXlBduBho?Ffo;!Nf+p`_>VE1uyQ`l*PTSg z&}Td>e;vbd)FzV(3JN0-ApJVOFb^0jQO6|skzy5w)ip?j8qq816-Za>lhXIw4i%^p z?+#c6O)F)uEI;%g0|lUWe4S3Uw8)mAE>d?#NYPC!q{@PFP9^u0e5r~@H&sMx_H9Fk z@=tKm6~*NO^r^Isz1Gmaz@XHe52_?E zJz~uMg4v~|;MUd=gPV#ewXh6&`ez%nzqAgeG9{@R896pCWU>dXP$Z z(##{btFAX{vE0X>cA}u`y|aucprHpBWTsz>2=B|pt8WVIbc1(KO;G%X)a2Y)Rx6R; zzi@?PSKPIX(~%*uz^fxTHZR%ux4^3uHf66S#QIwjc>Su5-wi?pKg8J{mB^%0qq55P zK!8&t>PR|)53Vuhu^Od9f#9DT*=L3dr7$O6Lr$EYj zsd8&_Xg=0{PbSNlQN2j?s*l|nO>7E&cF(3Cu4KMBGiI@)sl1A3)p!mSj6 z$mDeF3n=c@Op+cxs8$UsBGxj+7v|dA2+Nz&^AM9b*`UVL;Ugub3=hX zaow$^w<9$MZ}|jQ_V~{Aig~hY2M(5(NQyHxMbn5yp_&>SJ02G{zin@5UUVYhC52i; z8br;_(dRFTx|EgV`M4Sae&IElDYP%o%!F!44ekaPsJJZBYNR+-2lT^9vsCpWsM?Cv zGLOcfem6KCy9tJkn~duR_PKV*HM%QEl3V2asq(PJ!pYnp0rN^K_ftsAo0RBvP#Wv%s(30(UV6%!tD-F8oE+ue-4;H+zGn+Yt)rx$ z6+bybMmf`VA_VP5kbp(p(=O#HEeIt7s}OV&f&sBuMzj(U43YjA`VJTCu!_C8;Dg7r zegE)RWubqO4_Fg1=DY6MIall;N&F)lo$$VRqag}`&izM(rtR`4I5;b@^fjAN%dEuW z8)S>Og>q~VZOZ=P4<3}CUB*R8f0XHQFW;sUrOgsFFC)I@W90J8D?ogxzcc(ycDDGBDp_HP*Ex1GR;1qW#4t-DW zy}$QnU}q{t`_?3i zxzxFN?1w99DS}h_73{#}#bhwKV_%_Mni5d4fE|FIb=JH>70=A!5Or-*gTJ4)<&i;r zc`@=Cv(L75HWLHK8|Kc7D^5T`_qt4iqM8uojJQO``Ia9uPhaz+4PPnHp)NJP7aDFE zvi0%t=|eOf>*7aZ|DVrX7BPN-4I-%GaWDS?^XcyW6IvuC)f;sUE@cg>oWs0^cd7Qy z;TmAm`%}CemwyX0Kt%>3hQuo7>mts|#!qX5KGoN{%YEaA|0k!<#=R3me{J zGGe=M;7(8HGj6psq??B3j_amo3sTG-l|L3$&avKyQe+zV=c0A02eIMKY@n?)`jH{I zW2N({PmiY?^C-?w#C6=nbaZ}rb}%l6=+i8CR}0L8 zMj}`@n2?TTAHpBe!jd9hB=WL>D(q4jY9MD>IK$i)7B0JR(rbDfh*{nBtZ3 zF-$Jw8{+P<@*K!bs2k48R_1z+A`b)n*RO$MLY@d?sS0;@gkuYxSaV-pS-vuttl}OB zyCAeErOifupRQXZ&@pjIfr8WypfW$Bmo`#lSQerU!pRkY#2_NhZ{LgztZO=Kbl&i> z6*f0#1%y5O^7ZT81Qw%iYVqy=!fAqEBs!uJZ-E=Svw&qVETd_xsHHbz#^F{PkdA1`(V4$INqw4E(VJ`F2U4QF10@2&;E*rQ)*@;>ys`%VkgP;)cttU>wiuBOYP3%j9+%aQ zDo*~}eFB%L981yEk3i65tX%s;X_Pm%N@e9X4LC9^c-PO+>2CUOi+%{3k6c7?P)Ha%a}{A~EvQ!c^syPdUbOPpM-gq+_%qo;*@0!BxJQ*TuSWP#8~pnE z7RDfr*|zvOscvT^?T(%hcYOo7 zY`sO(oR6>J6fzI(_e$);2uzz>hU4VVg?0Qf4T`LHnDs{(`7;qRh4;4=`=~_^JJ=kn zl6Rw<*RDr!Zkg6hY>}Fa-xlF|-6Wc8G^`8Zo3t@uv?YQ)4m=^EU_gS*bqLOl1d&}0 zA@sd}paScCV&PDU0bYZ#od5+K8k-oR+laagbWWPj38&IJBFoU1Tx{|z_}7M|I(Ea{ zJot^$eOma9eK5%q%Xh_5P*1K%y&c}}Wv95cQzFTp411Z*Z5l6d zNHuWF5w!Y0PV@h;6;MqQjl_Fp3D>vpfy$Th8*2c;LJXZMz}@(*|AAB5D>xsV6%0Rl z+&3WB9hX5ym;Ou9NV}4pzLxcl5BBizL_Gf5GIrjLg0Xvwv;J$g$J_2nbYzgTx-OO< zH(W@s#Ij)C{+#4*pwz+s{+QvI9esR|PjORracipIkqOu6&FkjNDI)R;<%yJLXmr_|Kd7pG%8_JT6nF?r=p1cuT5{PM zASe!fSe7{LME=4+T&(nuo;#$%7!mQ^yS>(j+WZHU>wvpy;fF=fO8+&P@VmQ-E~UL+ zLe4UhT}Nj02_-(E|IZ5m1COSFQIh){^Ny6$;G>18@ZDaOgz|OYN}C^V_t8<4&w!cK zkQ&11o43lMnQQe>yINCrGmmC$0DR4TKH)-3(`wAMNqkgxQHKDp$?g1kUYo#664_%9 zFYX;OTD0&Oe4f9wwJOWQA9>VlLTeU)K!X=lVQ(+2tYh!?{7 z%#P)BID-J zKfSA;SIa;}PSrCo*7&9o!g%P9Ca#yfx#4L`52kP1JZi+ZfB!1#t-_vQo=kD@(6>e^ zvdfWV&3UGTX(R2U*>8%V)7ks&Y>Ww|*2I2pPO+G(b*`W8V>jIy>(*xkYFxP|ogwmDW`;u_PI2^+$ZK;9x!O@zl=2l-=k0E9#M_ zG&$sK6^d%Vf~q|CY=INevW}}G zh!$RAAdi1w0>cw%$b*GGb<#P#_$6_4i8@y_^qYx#p4Kn{AI{S6)7rlh^yg7;Bs`ZZIJ5Ve-kIzkvvD=B1+p=FKir@1K1Js9aMmApP%rE> zT+)oKMwmh}clhxmmiYZ)?O|1HrsPb-anO}#az3nnr#ip9|Jc#v((AwD%l~`$2uW_t ze%>fMhRhoLz5hZCzDS3MxjBVHkvA;|L!cCESCi}I(Z{I0C_D#qY%mFIb>weTI-e2R z)~joGh+ov6SJ&G_|N5344vmDk6d)fA?-a5$PE7G_>W4ffD@7T?ZD0Xq4GmYV zzY?7~SH>`Ow}oBCiykhVz1U1KV2?wCyp`Vvy9q@D4F$}YQ;eU7b2!#Jj7h_5j4E+v zXQr1=G^e=5(2`UjPv38K(#3<_Jtaz3%ESX(=LMqf_h3!}Fq+R)`2m9#)a+aW_+DUe z{N!u60|0tP)F`BVk~9dHIiao_|7~z!$Cz4%U=>Y+9{CPivQdv4|gq=2p8l3wvI;Z7z=LyhlP5^_W)U z8>vA_W|?&QM1;W_u@te#LBsfk=F;2DGRUBFZ}1t0E|D1_z7cg(Z-_6J3+dsQai=Xy zvuz}Xu=+p`amwY%FS^YEC+Z$XG{NK@m6RJ6sU26%Ul<`fKp=8&>>1ORpZ)NbE(>0H zzVLgoL-#+QW9%q%dr&RNb{u?!JQ#RPdTnXx>V2=5R{LIv7A}=_eI#=4h<7P6ck#vu zK+4rph&C@JfQ`LvMJYw0uEiV>87mA z67pVGSU&Q&kTG)d_Rc}RY)DKpWGa&`xn1%3$>gq2=oA{OkE_4mCARupZ z+M$NR(nV`vi!s`)D-;!ayPa)|3geu+rq}EAi{|~I;fU1H*f3v{k�KX>Z;Hi_({uKpzfVnSz6Ie2_>F3(RaA3S{h*<}xIRWbo3dxQHLO}IZqP`nX95)7EcLeJtjF%7|ciYx~Ro=c!?5gNg)s6?`tam7Yw5 zDPRY_(+>I$oH=Vy{|^xUvrTDJ_B3K0^FW!*(l8+)j9BcgL2&5QV6#f1aqxDN+fHDK zWi*GAWXJr6Z#q6MiXH$m2j3Oe;XdS|zQhbwHfgdhexU{2becST{Hp1;Ab5BswR?`In<=_+*-=CU2BgL) zG4Xq28x1J%j!3xHO+yhuB%Nq^ItIFrlkYZ-=}D#MBxzAXxRULg1(~No+fB<*qrLca z0y}z(uqkX>^F0odLoP+NcO<86AzBX49_M2D;S33lWDwPhVQ&cOxXt`&5a?MwzQY_P zE-SQOH;vGwx|r&}iPF)J$u;bGo>^FDt!I;?Tn14vVC&nH&TX-Zw*UT9t@9P)VlQS6 z^F*5~v3Z}EWBlOwm`8Z+5IOtCR@dgAJ8rwX-`{z!SJa;q#C58i4$aL(0}%)1*F4KV zE|PQ%BdJ5<_QD&BD~n^s)xfgw^H>RqUd-Ug9tP1ebbRK-yx{<&rlws#2XxAyn^!*r z_O<%tBvfC8(PrV|Oc;x|m~*`oa*}mcd$zPz!00m|?4)2oCRC59wc3?#DxcxJ*K{z; z5aYb`s*IAi`bfunZ%ne=&0^-O&JExV+|iHJ9r?G}`%6S@n4P!_6^={U&>yQtdhlMd zMYVjJif|DHwVpP!pV9O3wBaXIW9_dDM%LgE-7mhqwwr>kpt1#gPU zAv;EpXv;-{oIHmu>uX!kAIn~Ww*2v-#?$@m^zx{G`LM->>txAK`Ict1VDA?FM8B^k znpa}S&`sRd>lHu1l}(RHYFa33agF+<=40f;Bj9yQX`#q#X!Lvhjn1RuKRUMmAcG+k zY>CuG@8oqRbN>YvLeEJO&9tN#oC!0&n6~w~Mi~-g@k-COItaO9LiAi+)X}agmHAkO zMZy&o=7p{cf`sjmmUTt8lqIZBT}z6w(ewRj?O)=w1{(SG&~nQ_@Q{i(`wI6r8}bLQ z-=L+oA&1RBhJkEr?op36*9&Z>9Zm}F+ltBR9#sXgUMgmd2zu}35bhv&Cu+1k7&9^6 zM#`%;gq6KbNs@TL-sMO(xBacf3u-|aJHz8H3@AtS@{z|c-W=H|Qs&^Oq@NIvpfGwj z)@p;l;mq#UZP*!tOB>43jmPK0h)jZn?5|B&-TY$i!y!}b89y!>0mDFbsU(%k9xT^p z{dRpPYB|rFvw3TCx|_fZ9{CYLu?D|EHHw+V)Gm15h*$pmL_TUQhcd>&QA- zd#Nr@f840@)#W38qtUb*rZL8Rd(_wm0FMPcSpZL~^-q_W8L;U4G(%^ZXAGni-c$dS zUUb%fl@1J~eOhBTm9f?#dFo$%q!D*_uQYB)k_;UuK$_rN5Y8Uwu=kICwMlMn0$MII zcAjHOR3qn1zt<&H#J+tX7lBX%D$3o3HtYbutBKMUl#mrktGS=gWhO)k02JmrGkWVJ zQX*ERL7YxCNS?=e>9ECTKFAY;=TpkC?Sgi<+~t7Hh(b;Ssv>C=Tij9x&qtnx2NUY% z3sTNL{DXBma%s{7wt)A@pYj8*K2F4m4nzIbLnBh?y}#};euhI)N2UCbqMrh{W`$HE zY$aX3T3G{@1`uw`S3W2|)NZF667L2pGR~gkjiTNG0o#!Mj5W6=s5>@CdXH@vVd%6- zefXq6}HKs4-Gr3-X!r&w0Ek@UA zVS^x!8%gu()6r@lS;r}=_8Il$-=9J+9SH60Se{V??XyY>cnR=P&!Xl1MLdoRvab1V)THm^QHGbw*| zGF-3Uhx?B`2y}u!HMXTpRGPDUG5AsQQ_~9iy~E4pd42uhpm*Js8NSj6?zy9v%DuD%GvS+%G?G+F1q$i^ctyG&MqkLWMX-^Rj z7=|^wF{9t(&dki{_mCLv12p`YgW5mAkN@CDMow7%{B3Ua^}0*Ne?=|Q$s~!0{jFb> zajDZ>DNOY=mBnrzE?8}&O|8@1} zR)XJgA$UJkg^M{m0e-C)^u+1-&>?l5v}81tKKlM7tnodDij)uglq4Eup1nxf%DfYr zHKpM9OnXwgrq#8{WpeD>k(-+>tH=cSLs7@!_W2Jf$tyu>>dw4uy?1Od8Z{LehfJcd zh=+r1x*sS_fLA5gOAQDEPq`6ZWzGOEGkDkqBjJc@O?i<`UpLR(o?=7vQnwYcjL@x# z+9xXnDs{gwZZVc4l7?6(PsBjap}Of#dpBEXGe%KeD7o~kETZ~7&x{RPWmXv{O^fv~ zDM!+vG-;Y;A+?^nuBE#Hygi^L1WFWc2V+otI{u1rK7dg3Kh%v?9;imK>Ehmh9y7+H z(@gKDrFy&4O<>7O4c&t~sb+@kS^1C5@0>f3DNw%cesfyeaACE}W3!wj?>ctxo(zw3 zt64XxC1qAgXW-!vpWJ4-Bs7Y5A*pT872{RrnOB-S5>HFfGaVn?3Qxcc1&v9|(jEU) z2^y7Aco&kbMZT#7QWOmEVEX`8<&ZD1^7=sK87fx-eMZmuhY5q?8G)xOUp{rSWA^dt zo}^h6c+oPv5LI4TN@0XG-^>F9GKmK=bc#w<_V}O7=k&#Lp|v+n!SJq2gsHtsO3(vo zv0+1mi*vLbR_KM-+1LKQceJs5s>|9b)m5z5-pRx(TPB2LBgL?yhK}4tulv4 zJo%;XSVq=Z7_C4&E;*%RX6=M)REt#qhddGI*EuOfHn0U#`fWe}bTRc&ft=_%jj0wcuM!h+m@R7&WhJV)QS-Xw*>&>7c=N3T&%@u8AB7&;8Z?4t)8- zLnLYNexz<`I`hS<=G$=3Dy*}ZDid+-fOR5&KnYh-iRI*j+85mtd|ks9WoT((yCrdg zXAYM3yBHN3edl(5p-os|XjI27FlZ&pn~9%cnA3zuBkGPunm;6#``GT06Ws7Apg2=B zSp8S&|A06D^MsGspjO7Op&(3P4U5? zk3OB?(H56wV9Iq+(Ig+Q$H?_CNa|6QuSUqn^XhUfQ^=&h;c+lT2UYsrj_S>c#2sF-SaOlM0*O2hyI( z4k#T7K1xOLMQ|!xM88Njvd2PrWf@YbCmMLV_S>I(m3lXOv(S%VQG4N(#E#vK06kojZ6`AFZ0%h3p@(WYO$P3o8|%X3=;zNxNrbH$fKt!~^ipqB=q(yp%Dw2)qaKHm z%Um4f2)g3QzxQbAZK!;&2Mqo>If{wAcnPT|QkdP}x8K?r^$$w_E&XY!0cX8raVkk$ zT*#$(K!~sME>8JBu`-~^3_!I?-gCWD3VIk|yh$*2aInGtD>wl@S^Qq+>K$n#xO{u=CWny zJy3{;FMSj~J3r)?x#5gUk$x3h_{@dmJHM=srTYN&dnfCFrmvJsc8o?&JHv9zuI1~( zT`sp0kw;^q2`%;F`O0D_s$}V-lj{VMwq+BT%W5=D=qb{!jSclId%36iYW6qk5aQ&cLnjCUF+BH!`%- zfz2)n9rs*|7zJfD4@ciyLw&o~MKN79-#_Y+K(mMw?YY&8128^>L5rO!_-IaAxC|%9 z9-2k$oYn+#E2akpUR%)BP%b!T5ua}&(-NPG-o1BbEi4bKXZMsdx)n}qCm;Y8gtLaD zRr4RVK%*$n*)Qv#rs?K|K$ly~mOYo8YgQ-W#Zav zT=A`d#0A;TaozajDH3)XvRGgoe&d4cmVf)-^iZdx4!y|h8AqpYv%{{aX@s$^FBRW= zobyz7?A-8;w@67W$TJUg(6`1pBg3x1DHtAvC+yfMKeY1}AMS>9D zsi>rAzK%t<>e!H;h%*Z0$qi#0RE#suMXNUHv4$8^uPMpzTbWfyOtjQ7QrMgQk%YlQ zq~+^{HSDaDyZGsrqrj6oFS<5)y*B09Ya^xM29n%Z7(dJM1f=clWwJ7Xc{m5~@Y@ED z<9q(*-|YK}nvr7cvMt6Qh_R$Kp(!8LVs)OCr4S_p_p;)7aQ*Bl`&ZD^dzZz*!3D_= zq2a0rhw6G0vCWfwmqLc9WcQlyxHjGvFUnhr@%ue^7nP#p&7_*^m~-Vh9^8L1=Gqs7 zY^<1SeB3l*224v0YTU7nk8~^bA#ZMX`^Y{A3!@Jq=rP_0^3m%LwJ+p)t&{_qY=dQn z0B-*uoph(b*I)$E)w|io)6w^jc;ffn7p!bAWY0n)1}eXYqfC)NwC4LMvG#i{kl{TS%5Ovt z@1W!DlfJ_Q+kVocj~Scr1S8cG>5qMCf4OWy6rN&%(zeMTny9a?j8!NdI=XEuIfzjr z!P}KtV#^Eyom=Cl(K2rt!7?`8^_=z?Mfb3dEpb>#V`|6B)*+H)8Lb(%Xdnbp%wjxR z$?(Hz_GT1J9dtBweCt+zalD$(}VH%7>b3gqkL1CY#8FVGxgmd~L3>VqQR%M!V z6RJDJRKKX~e|qyKnhm&05ac+Oc$z}A0Rg)e6LC8&8rm)7yy$wkYma6OCsc%FS!(z~+@-9; zHS5FJF`N-lx#c_*5Ibi(YLa#%qDgPGUjtA*a0kx30bp$e#=)CQzSFiPtDt3+|GCRG8GVV>J$aIRy<(Hh~h;#0TUY=Nx<_{qg zl_@tOPQOdkB=bP|jBJoDH1pF{OG zCMF*gf-V_vcIR7T5nKl23}Y`Yy{Fk?d1;g1=%R_;>oxJG4bUG_$H~Q67FWjGSpJ!l zN%RhdJPY}@86Km^MisedA&EW6&ZR*lv&&m0E;Qzy8@C!68ObY)ekyD!UyjlZdz1a) z2Zl?kbV!pJCW#1!H&vNaAD+{Lu_|8o=H@BkCD_H!fZ+wRK-}?CIsWO4%&FoK#$@W- zDU`YIgDq02?uG1@LH+bgjaTvpj~!EZ(j=fp6=jvq*H?$!f}RFr}zfS z45l-YAa`+j4@yV2S-?3(?XXSkl@T~qv&>(#M!7veY*l_-Oze%k;)_)2CWNz^^K95w z$>c`g(a<1sqO~oF<};UL&?)UNhfv<{Nt^v^%q}#AADsIf9iVTGo?36=k?hmaX@skm zxmdS8EXy7J3A9}|PskXJbh~Uhrvm-K*^pQ9+*J;3WtfSUg%`5|VQHbL@HHXX`TJYq ze!Nvm^1dT$=IVUL_FeVb?2LJ(DzH%3g^We9VWV@K4ZX97NzdVG>scQa{xqUeO_7qR zY5r|CeufFXJz|-)`0gQ7)t;Ew@q=QNVPB$n>-XUow7U7W8|}tpI&vlPx;p`$hQI$e zJEnnZlLDLtL9laexCglzQadLM^&T_;2=fE;%A}c%?EDWXHEJX}mK>7-Gv4 zoIbX;%(`4oyxpK|J*q%*Q;j6CLeM(pi*hhT#nVxM)8K|OBGoz<5kOc6==@(rq<~rZ z%$Sc~Awia)57)nxIeW~-YZ~dUImUXs!;J?Js}9i~m=UXUe1nEeZde=(UI5y6tS32A(1x-ad6$j5T|FF=?a) zwghoqHgd{Jft{0L-06%$m-Xjcu7*M&4tZE+hK6f!H6%)-PBjbXVh6+A8Fb&*r<9#v zdX_mbs+3Q3?)dsfn46o9?Tp;G>Jg=5&v7I`-2E6A|D1&+4#SdV^T^49!9m&@@bMnV zOAOHe+!=a4!cbi=y#_=TO&{VmgYn3vTMvNQZU-U@hRkwz1)wbAPAeI9vMucay}vcH zngl8anTz;{(j#MJLV?+g@>VpJ2*?hLK2IKDN&efRJ1tqd+6ffBWM0j9%uBa~U}CJy zL{iqc?f&YytOC5%dag@e$Sq{;CEuR>m@hU)p7N>Riv`SpX9TWvWD^1I;mr%rR81S~ zU)Eq+mTA3OFm=bBW)pUAHm<_yOCQoCVCLB_^z%w|T1RHng#KaGQy^A2;ic^#3qx=6 zRbvahP6(vR4_rgsI-fUkVv~sEI+6YUHV2joQ1^jv#Zeo+sJ;hlZrtV>WaO8O4E{bh zN-J$nHu#Y9XG7y;Y*YY8gK!{i69QerfS@m@%*keUa{Z`Yz<_93r~u0{YSF5PAHPXs zI1}9yMH#Z3@0?Nw2(XZyXi@nX`+luOck}s^mp^(iP`6btqN-ZiWHuGu5=E4|<)6{7 zq&BCSOrmZzll=4)IDN>-URr*#JXXZh|`Du4e|0Hq#a~o=58A%q|enq>h`uDBr0!D?g?GFrd7Y3_r z=<*_PBFF2N)-pI_?mOvs(9(u(-tXR({GA1pi=~AajujHxQ}ksF(dIDVdT=6jj^T@O&(-|s`KeMrnnM(lFg3Wa1P`Azm5MwR5f}hf z>kdSp?71h$%QIRbTcTB7O^5i#a(&u!j|MYJb2u;KMrsN7zI?3XM@j8%3>j1%at9Sa2d!AOQM7XrWp-Ey5p?S(4CbgJ7k-7v1J@#T_+Yg)6%X z=l2dPa_Zj&kITiZra#E#u#??5Q!egx1_Ive#kM0lL7?}fr-3B2#nQ#?7|;+}L( zXslj7=e+gd>5oqn;R?@nrBUe`N@afr%jw1B)$>cPCw@yvF;8QPi^o#v6p{)c9@`bJ z79*FN23>=yR54hmuNBCi{Lhe9OhFyL@izin>af1Gsz(!f$;gC+K$!)7zxCQNk+$Yt z`ykeo($OoKIXC?os`&P8)b4rnz(;C|)=2CJ?hfn+&MG)vdaL^uY2yFc>wXOuz+wXJ zTdFPdll@B^Ql*3nQveMi%;)7l;`D|S9Eh0NS`$WzWy>_Mft(@6`U>gnn1|8DU;ZMp z)h38{4Tb$;AM=HddwQ_vEWzNy(g+x)b7NYWWr6q9o=RG-KhVl+j3ZtQr`nB##{b~S z6BQ0u|IR8Mz<>zEP%_Rbg+Lp7w>PXTLI!8#=GV3I?}#Zelt*Tne$(Q7IIEWcoo3#- z!rz)7`QVoqP+1IT{O>-{uN!)pKA^Mx0KB*xqnH@@o;WFu?o{IAhkCI8%xQ;`+3 zH=Dop`KR86s}{)(1N+ZddV4q^pj-R?boc%2&Z|9)nd-eX^L>Ls_)ph`9XtZUm{(+61X4iBOitT7V8GN&;D%zOGuLvTc$11UcS0I5|+feeQv5@Fz7N(M=LCJ!-8M(k@&;) zp}dKYNbV?EUKN?;8~FExl>7U=MVj5ch+OtjZFnI1xr2jw@o>YOf?3RIL!7i&%!hpN z7v8jWme^y9CrR1W+$EEUNcI`wU3wEG)>RXIls^;n@}5VsUuv;O-LFYI&w~OF45690 zey(C~ux9KDJ9$lgTtY;S2zp08+61=!*@HV<(8bF(=;Jydn`l1b4B#mQ~jGC-x zpkrfWcmhFpA1jf3(UEiLVbQwDFsFOjWMR+YaNhrmxcP!K%UVF+C?NWd>t6*&zbF`G z@WH6+YAc?G)&5Jr5w7;zOq7kWjZQ-b^czisG@N%pLlupjM|e8>cdVIZr$^pd4u`Jp zIm0*wV&3E$o7pp%nGn)0h_OqE5(yfn4#6a_qVVVHK4=EiFj~n&(}`1GZtRqEUVl9QnW938|&T zN_VyksRS9;})Nd zr^ILT*REUrq#`V(0*RftJ8(dakkbY8-5ZEIuyIsG%bgS6zQ6m)_%-Xq*rQgd(d>de z)ZgEcxEQ64iF=Yhfqof9=6t&>uY1DpUN0yjxmG~L5aH4IU%I#pR-P`E1&xMhqcdE{5bTnc#1u^?G*?b(IOaZIV)c5& zJPS&f1OJj#(3AfFmPfjqT>AxeRY?Fxp8-j! zerGCc)i0*&cLw#RM)cQB?oArOe(y{}y2{|~Ws=kX*F>TnlF42`e?3w^Eur&QbWp90 zi23REL*#_=b@9VF*3U{4C;KO@zwLh`l-6kt;fpXNyGvX}WqJe<{r8p5s8B(WPO*l8;>SMx|g^znKa*^k?v)(rmd3~yS1$dXkrQziRqr*LM*+LaW zjdDBig#~vHk9BKVZa#b#+8%DhkT@i(j>LAj7-Gr6m0t;_~qJaV8t9+NF^T6(&N#UljN` zFZnzQlFHic{U+$DFaTHe&T5FDbkmv#|W5Gt}$ zMo)z-IRrz*4rs9z@M)<#Z&m~^+s{Nb;S>XwdCYUB<5QXw9%fR;9oH6@Fi7{RC2J8o za7pfs;Y$Cn;J?%fzPNh^Th<*UArev+IBB!)+LmHdO+h~n#1Q~e?G;~SBJy#l0 zHqx%fXEXHq5|k*%BmcCzQao9Af7mY~1Y9+ESv>EL8mWwv4X#p?z4(>~N)y)1gI^JkA_-0R5o%@ z6Rq-duuTXSm)<)X+|9jLJdNiI&o>}lYD1UX%!;i&c6xcMAmhsTgiBRm z%mJ3(HQL`+)W6Lcx@rHzKL&V~-d(k{Ut9+zlm$JxiJwj9Z=7yQb#=D4eVMN&h;TpV z(r-sXJw#5(6%JVe#0NLgDRw0-?qH{9hnWTgtekR!pfwQ;x3VP~45HbzPnoH4C=50s ziG=R`q&#BOIL}8;rZB|ugoJu@^zf(*_ zBxTDSAUmY2e!j_%PC1Db76w|UDZ++BF`3FreM;h9dwlNG3oQM15SoO6dklJCP$0QG4U(yLPlE|MLKd#hI&Pn^=fIF+ZQ;6e>(x z%N9;jA>1`wbAs@Z*@;ue5ePRjrbzpLGP~L>d_^wei9>Wo&Ntr<_rXpyc&(r<`W~QN zqmp_ec{?R*W0qFE{yg5~uHJDD@c#T4OxRh<3K*gx0TXJDQP07dX5WOh#qW9~h!BVm zD!UAbs#Olvfkiw-W9%cTIiJmX5j&SRG5ev8N@ag^$V^dfqgdDv$o&blvphuHAJ)eY(wPI=k z-%GTx!{cC920*DY|0ORPd}AiO+ry~fx%T8USIqUD+@5V#22MbQeo8jiY5XZ3MaG_@ zHPbaaGZZ0t`fI{iy&FgDvXjZfRhGpFr>ns}jD|UaC$W~iq3$-S+otnK9njf*`3}%5 zlK$>TT;q*h`ow>HYlwu>$tL1j5OA@(uISfeM@Z((qws$qFlUB~2u}YM&+3xO4`gN902SH46@nJk};Zl7GzomNsFTGo+W6ibkMno+WJB zbjVYXEeP;DsEvPN~{$eR^>E&M|YjDC(eyU^DVeeXFlDs)lH zDr(|GvC^Q6oJ+=G5*l5njhun~lj}F+qkJs0oI*d(ls92mIFva)wO8ELN`SR{u`mR& zuHzI*=5BMB`9V@#II88O2|YjP#=Nq?ty#RnPV-*?pC&ONQeM_Pk`)dh+%Rc!Wo~d> za8)xh-5{oB&UOKZS+kxG&vvLUYwKJ_RY{=oB#GvathozW@^_~# zb51fko*|{mFp>7vw|VhD2thZ+h@Mgxnd1c^VY}(-vYt(APO`vvB}=so|NF=e z!>B2$-+~ooQ+{LN;NflRb=;*=^h;PGLFEY4@1&FU?g;|L4~IH5zw58|8261NFFQUTJBA7)nY7LJ0&)0;9FVSDa1>MH$08UlHBrz2)cr?wAnNuK^O_BGky5*#O$*9=&>t1SW zKKH0I{qZa?pyZ$v5&^q~!}cz`*#fCgDXk@|4A+4b$(NB#<9&Vd$Zm9-?`YVCyTB&3 zKEGdAEPnsroOtjHvr+&OH!T0WUHTWn>Xdtdf9?y}?IqJ#QN=cY3n%HDT@5m<(GPFW z&deBV(5725a(#&Re2<^N@5umKj$V3E836@2#UL5Bc(PP_8I0FC*H(ZdPw|vh8xpcR z*+VaPpgFyBQ;_Zy>Kpjl_nFd|Z+iOwqsFgokR(RO{z6IYxT5=mEcv*Hezw|it0w;E zz?AX2Gw`SDx#+H{gsRZKqwFdL%Et=~Ub4vrQDrYDQ&XwFw}xwbdwr~W#uUQt6TzmL zIx_=Srrfy*UV=ej<^c|_MF#M`8xdAMtqOs#k;xlTt$s{R+lf6xgj2kd2c#R!oa-qX zxXc6_C_VW0lEn9>lL!a(84lMmTyrH-3#&$1B}skF|8yDolw)67G7bS|3|J~J58q+i z9Wm}6og4{NmBbfW2&2xA4ayC6M-13x=j>JCec~LidQ(M9TnNVOiy3lmdG>hH8kTgu z@)E)OS%@(Defwj09bhsSo=`DmHJTlBUOK$?dDAA5Ys*;7%Ocztk7#AzW5zrN^P4W-aU&0vTLz(a5Q#G z3=foP>dJ}$BspXQSZ1OQv9|cYQR*wAwWCiCs3^kX@Lx3y+vqYi7D@8y|6+i(flOjj zq6YkB=xU(`LmJ&bP*l~nySKeIcfwWIN2KP(5U(izYg=bJNB3l6o`t1_ zkoC>}*xH8WBR)vBH&4{qoN51Saj@-yWA{Y4ja<$r;`R#))~@6l+Ai>aa(Tl}cRzggX!?Sd8wM5Q5zoKY+qTQf`;7oR49562NIhJ+!ptSgQt>wfb z(FtpM!6^9d&(3ua9iCe$D=)#szu9OKtbyON`6u!YBzkBrC0Pd>DzaZiyBpEI0oZ4R)XgSFjbIlRa8~Y*5z8~-raelrn$Hps;FQuE-p$2 zZmP^bA8JoR*tGbl(HZUHAabSCtE0?R<@YVGC7r(P`0GE={ePGFxx~M!f>-E<*?->y zEb!>lSB}<`+YN9;b-9c!?0W&=$@=M*T9pWZS>G*73zf`N=s6UOXqF1R)L9F|!nu*~ z{^Vfc$*A0eDHiY=>rDGV{aT3! z@4h%qTaMnDo8h=E{4a+HrXN*RB3ks$C|7xrIa1f7uqoe!&>9WsVVYp{s=l z8kXii08RtJYWlO9ezSWybF%}>2|Eyw=-|NK;ItYD;BfTL6g*s9T!BHa9{;Br&rFv! zQGV_H=G|}o;nV?OkovH*JJ#lPVnXfz02(MP_TUADecWsaE2wSxf&p&U!R~Yf<>dB^ zV~N;vZ=1${S&dBWS7|%|quk%)(_EV!&cAsrPFo^+m{D+l1$!Mzq>o8*Zom;?W}IW4 z@ba%m+x*MgM0qa_#4?I--U*=v$JjjaXdI+1Bv;UGyIN7!ttvS_TuKmYb%N*coTBiY z+_-r&ycu-U670`bZlAFh5$lMV8Y*@Nc z7Tesnk40P%kWrvrqJWpif)n7Mc^ZPAD1(gnZ*)?>T)I^leL-#kqj_pXKxac{ZV0w7 z%zYc^MY|#5fL}_~2z!G4lx8_MCBnZK0W;BoB%^`XU?>};()t_WSdjczl^6a@kk^wH z3c43&`Sc6+LxuMdWF|ZnOVQb_t+1Te|CheyYiA@0)PHL{@}MaHU(KkC8Y{kK;^9`j z(5RU)5DthwTiHUK{|r**7Oas2)%*6g7g4ldpzyn(CJB@p>+-(;Y<{xQ#qS7cAis33 zuY-rb5;T;ONBMo32*GqkIB(<#`*pE1-f@V3jpuc}+4T!mUwfnP7&qU;iRF8>m`S9( zESwjgnw}bhM+2ZC+*Jd$0&(HRH5@)CkWfI720^;JL!}H*x=TW00Lh_IO6kraq;qJ7<~?J3 z-{=3uJ9tOtH|OkFd+l}hiQs6)<%b!3FNCy*8Z;x{UEp2U;gpJg7R6x5@Tf1~fli@u zYLB=;$%i^EqQ7Z>HGc$A(U!X*OG*sdlBnAfzDsYCCzF0PwJ(JLdcaKxL_*1#H}Pcj zF6P+XpnJaMueV&cCb9$v$;uO`L^qdSaqug<%o`thHikY0QmG0kT)dFw@=O45ruO&9E> zd_q#2p}Y&EUJE5#r1xl6u9eH`)TtiUzA3cdSM>xHjmxwC%=Q@aZ20o2s{P0noFYa3 zj_d8Ocjk=_w<+eGdMgu-N8@bWjM3i9UZK0ggDIw4@%&^$Ms`bK<(*>dFk1WNP420X z+3O><Fy$N3Tx5zW}ewo;pO~!k)*CmI{gO96L z3%Gl1_?V`2)Ko zrR4n`yk37>l9*5tpsm2*vcGO8$+&C=)D`~zC@1k(LZ#5`>7yber@sYJ2P%aAb2JH{ zqhlg`4mlkre#bpBlq%oV`}&fzIjU|mAt~Q9>V2+&N{0pW_F_yF9V-jYl>%tE^1YtU z$BNj7HueZ&eoG<$70`k;zUqNZ=+b3e&yjE(A^@hGy;?1Un!M89yP1^V|Ja6@NvD`( zfbG{T0PF^ltBY%Dg046X*XUpqcg@#EB>H{&BB%=%O9aLoaf5Kcrb|~JgV~6OP#@+?S!hbi+rg1f2o5j~RjJAruXvs1aBa)> ze0%kAC*sL7cpO?4(RA{uFOHVfqiK0H13!F3jv)UN7d<-nTJ3Tx((+9$SHP_kIIh0T zo?Rbdc2jXU(8eZnqpsTN66(xN(3sh(84!F$SRoFB9HL{)5X(9UP&cJ{^CgJrSX4)p z`KqcCO0LD6Fw($t_`cW^*lD-qM&H&<-zvLhxci;a|7(;N5+#;g14AfoOYCZVj~(G@ zerSeL6mNxqjBA@Yk0Yh)uJ@Za(L_<7KYhAgh3I5c!=eE}7N_AypRH@Eji-m8G;h(^ni-04(#iw^*jC86{bJji zT=^u*;bQLiw!BMx4UbrJQXUDU$(!w#Zb4?oXoE~f9Gk9hc_H`Uh8diw=e!?WK;SUl zfI>bqM5s7AI$AuXK%^WzUOSYJi-LwPegXX9MvUqqEG^b*K4?~JUUYnZu;EKr@3G2y z_*L2G27hiI!-U#An1S}LU}urOsfN$6Szb=3UXLP+3t^yN@038{oUT~__dUU@bUcZj zTN`D$y1-o-n306S1&I_fYaFO$TuZV+9n%W(bim;&toNwU^HAVzyX;saL+x9Jepg!F zRJQtZoW)o#BfibW*#+*EMw*I+&x&3!ow+zewvi2M+n6ytvA1lh-a?ZvMxDy}WrG{{ z6&qF37!OSH0ugxk+5>hR5G8bdg(aP_djd0r^h0Pl#Ie}3a&eBCQ!i@9$v3{95;A49 zt8s2XhiMQBZq*gpvUPhcu5-TUQ)dYfkG8GMLO3TCou6MddMN?oO(MG#tUZQ3hD6_s z(?Al&YDBx;`^B-3y>~zMOvQ04l$alL0LS!*BF%w|xBpRycDMW5SXq0Z|HSDe&Wk;B zzv|rFHk||B6NSLM6!L|RI6AF|dZt7JM&mp`SN!|3i(l|>#ql}~-kQ~Kcm2K-CN!zE z^^-&DIYOT53&t7k>2DHDilSTD)1#oX3c*4-d8!l(b;(8JQ2X~HcZfe+a;GkAcEz^~ z^E<1z;h=@9B5dyYIAqhxM>yH)(%qzBK-cu5MCfRFquaVG^W7%WN}*%J;V8!@|7B&-Zv#c`nbm=q=~@Ok`DJI~ef!?=1E-;H&X zg|aVZgbgKvM;p-7H7dhgyKG?%`Zv_R^!7N!_auGly!9N%_M7*+plAtu7JeQbYP&;i zV|4H7xGavcQZ%Rw+SPFQeS@CH;=8=XGImZ9pu@^aceC*Ej}6F}LaV7(cwBP~*EJXL z)x+qx&HX7$?AwBETO>?4gpZptps6Lq$oTP5Lc-ikuY)-+?LHMDY{)N0{l>7t@y6-d zMtj24xle<-Us-jSFTVJ69MKMEyQWN7(|1|IglG-@+^J2&q&nn5Wj zZWYtoh%lzj4nMmx>7mfkZyPG==--zUdAZWYB%7SSo}3p=A=qlMdP(6gJ3s1*wA`0My7*6nLppo$1qnD4`4%?#OCaPs5)_<^7Pv)hnN^cy zoAu1ev>zWqK{&0%)&I?c0dD5#U<341;=>>0l#%?<6XV&z5Lic_)9 zVg(}y>+pD*YApttC1EyEeC{NKFTw1Pcgh|4q+}qxDUr?i0KthgdwMFZ-vv}m8sr}b zDSjAl$`hCi$2+Dd2TfW^!|*7>tH}B13a})m3JPPgT4b=QJ?^F}+F2=?WZ}Am#lLkb z#F7X|@Y9Vw^rEt2er`d|*J@T`G`V-QJ9K^WtLIL zr#k21O1o&J4!yoPJPdRIHy!sD_=ENaVR^g-0~L@t4N6Z*_H%f6|Rid&c9X<`MbY69dQP650q>cgwN3P&4 zcH>34f}E!HE_}pWEPMWVe1tdQ3>E*QAty3B2xdN$T`5_&Rhb~+%$cte?^iGhuJ{Ib z%WKVkOt|^Qg%^Y7gfm0(utow4U!PiV(x`m9$13zt?!6`D^=RMfQJPiNnan#P4?n}q z`fMd(t*VQ1iViPv?JWmsaqSB^zF{x!t}CxlPo>2Bsnb^(q6!7!QAc0O(n>48n3%@row zQ7#*V@zks1j8crqvTjl}mCM zCtV69#uVOqhGIFB#2Tq3oVEMDt7Ob5@XyoXCJgV|ltIRiZuiEK3F(T-Hk~0rL~Ih7Pw`RV^Y^7z3bX4d~VjsB{b5 zfs?x>&#MzKpnK=5M|-PJ>niUl=GlAhaO%2-rR@FjSfty+31Vxd-&V^scp%rBo#;9@ z(^S{#0;OCczdmuSU71j$0UnFJYo#R2!@%l!PHe^?6zkA^nf#f}VSxC3{g}u{R8hmx z1yOgg%(VzRt!K%2C8m#F-*bPvUqn!$KIpq%Hf$V{Gq%u`LfyY^=iM4i0TRtdzEX5e z>CFnn{K&mf9n$t;tXAtgGjI4OizLQIDRv@WAIZwhp9|}=vUe*-P{w`D3WSm;VEO8_ zaYP-~VcG}9Z3YBFhhybECaq><{7tKJF}MRxK0UvbIiaR8kj0d^d!D2xE%7HFW8Ov) zNiObr5xX>ujUT`8DWh#{)flP;Oy*D+bW|_B@?zyhI$xujymlr&s>fr6yNO(R? zhURuSA7lNRFH`_;0Yz}P+4Qwny`L~FBSkp15LWB>K2`%!7(w&e+M*FCf$ z5!I(#4gMGVdV39(F+lK>F^I0P{;N-y*LzNn^a3nj0k_yXnMpS3b|(<{V~mIr(*J6 z5tdQHu(>n*O34~Dr-;%b*R?fH{(YLgiMH0K@zUNjT5W&N4zIGPica(sys*R9?Xiba z)+1_5a0@6CWN)u;uJ;vJasR+4B`yj60@9RZB?a^7 zk}|!|a?{NX)^lSkOap7lltP5P`SLTpGVP_yzt-Y=elNNpVM9IX?nDW)h-&Jv+FpL8 z7Q+@PY4I1eFD|D2FEPkwl;A7Zf&{K!H_sI|XRuLz0Uh7q`&xT^3SX{A4B@w_5!7w+)ON{;nC{L*47c8F?k|f7`n>_F*#?>)e@3) zA{wMF#&%!c8=2KRcHb$xZ#2Ibq$=+zo>!9gH8KCn{>Ys`#XT--kL?<_Ne9h=jma?O z=d=nvRHm50P{JR= zmpwSWyEwu{_+&qzVH<~3u9)d-t(Z23V(P4xO4aMkr?KXvo!uUUM?Lbe7to2lf@22} zE!~eJYU;huzZR2rtopiJ>r@o#bQOGtw(w4U%7T% zjiEUQipW@4^GKY9)sg`|cKD933DWBC#3zWmjsd_2jrnz)2)v+*5&VikL+2B%9@+=5 zN_PPuSdOeziAc1Nf^nJ*y_%?YC7f|-^qqOQL;5*FF-#w0<#;HfAfNo7D52U=E0@v0 zV>|%9y5D_q<@~Y)i+h||@hZ^*{tI2i#!4d)J|^rWTKG-wB)AFTwc*@L$#)(PnV>>H z)goX5Xw_^Yw4>ugY>FC%_hU()GsOo&J+-LrMPT6tNx$%XLdazxIaG@`HV1EJ4$Ifq z7_%+kN-ft5yc8&0jw>Rt_LZ}AqRx^zU{Ag=({jJ5j0vOf;gs3M9st-aWQTkCV8V@{z27L6Fk@Tv|A2T^vgn zO^9r~HZ36*@poPy<2{^$t2^|psjr_BrRwP^Kg=hyF_{lJnIXPP#U^-P`9)>$ z)Z}pC!kw3AxS75}S@CUCTB8YpNMQcjPoQatboTABTpAbta#5>rDM5waV@Lq*N$v8- zW}#X0K8~6mzITzjRRv5M)B^2Y$*=SE2Ze@yd5h)c@#J(& zf1+jS%ZJNX;;dg(`ChKV)kOpcy>>bsYiVgUHXCtNYHYd3qH!hubgj!GAJ6lAbIP!! zP_}~)M9PZ{rIk4rrE{`w}_LX zpuA0BmbeI!S7JSv1~EfcwKJgCi}Wr=$BfLX=*fZuiI>tY9bSZEsjz{053d1d&paWgMTuw+C?1$!*iYNd6T!Hy(t6y_|`W7C<}@9 z^?CaBRlMQj27<1o+;{qk{=8m#|xH+G2=fmQTTw>7V{9Rtkuhj zPqem3n3I#!VCu%z1!4Iz`(AlaDOBj$DSLXLi0lvc^lZLi=`#w`Qjo4+33y^?qA%>W zDIVA<(8^S1=lCg(pR&EcWZ`>r%YY4IVt3s zf3&<&`$#9uQ+;n!$y|S_sJ}Vap1Lv(Vt1{Kh>Ijnr#gm--+mA zGrx)}QjyVW=v+R$yXzDu<8riXUJ0-?tIE92{zHA<14w|J*`F-< z{T2M`rb2p~h_?}|D9z?^wTrxmQs}tn*yIG=(*=W1RZrWEmuuLw8Jrgb2OaNMB|9RL&Q~G&?Qj4!4J68|HLQpEjhP+Jcd9qq z@br8%(-k>}2-jhIWI462%JTd+Z?EG~9^@3%v&2}~wvn6odZs72ZFn!6+j>GR9BDdq zS-1OZXM)Gomq(Y=gIQxGbKXXf?|y zKVDYA@h7u#ZS`D#xC*dDh3!tw>G*-;-3$G}9JNDo*BEOr9s`P;10~O(TrDL|YzMVpch-bmaj}KQ? zR;)P2D`jvkEU#j*Ql*J$#K*^HR8}5-t4LZb?bz|4P;A`Q@>@=bSBLumCAEkO+I&KJ zI|4s8M?CgWZ1Xwwi9yz@5{kd#1r-U+mv#Fmd`R%w@t}bM+%CTUZmvLyd?u8G7J<7u zJf2D&rDbZ?_5`z|xWOP;eddg-iISR{oxNuB*==qTwnNKR&Ygv1z9?uCt&J&&td6P4 ziKIM4v0Y4=a!<7a0a4P@(gsdatpy049f`(5?3Z6t3>WIhAf|lvkB*M4_ST<0Lltu7 zuD@?;Sy-g|mp7qG89Z?tT&Lr6*CVVYBK5r<=yH7I9AH9R@ld(o{FOqnY=t3P7IhN- zjs4(=f&nyYkufJfs2;tTzk3b9-EE06VRYz|H5yCgsF-Lq;(+F9jc0~^otT*6KEa$M^M6gO#4-TMZi<> z4?-{U9$b&zK$BTlMt!dT0szI&9g)=%eA2m0%sfqyesE{_DmN{>gie#Osa7G7VIWjB zTTZvmt8xmEVaE@pV6FXJ^Ho^(VQ~nF{5Z+SQZN>cg3BW-bIM!^%LwPA;kGvU!;_uv z%)Gqzfr8(H;}^cZNnxRlc~Fev&OMvFIupw-m=DZ zyrk8SzdqCa%GxY01rHBVCz${EBLHnwC*4JM-z0@_=0;0Q*WEJ#Dji3BbK(==;Gl_N z(=84l*nON(V(xrcQzPuD(0@pwe|6IZ|x zL1a#o_tV?m3VUlsOskV_v$(y4m}i0uOtpoVo>4k{R+}l1Q!1misl8{Khh@JicTMC_ z!ZF29sZ(25mld#ss$yq@tpN zy8n44F_A*E#N-VN8X&mxfE_L)7tb2c~CBCNEjxp}69_j-TF#yaqXgyMI6KC7z)7JWFBClRTAb zPwmO#Iz!cvI_x)IzXrP7aYv6&f3e00Sw3|pqpDpP=U3*8X(~DS>Cs$ zAI6f(6lnv4(r(nA*Ika!mGDTHXGvadCREe4FXXlSO?)NGi027%t&a3#7T-p~FCkP9 zLtmP6#R3VqIMunvR1Vo(D0j(#2n!*Ed17pgIW8_vfBof@*icc~WNGJsHoLeRm_7E? z&hCMQg@rLJvGpYf$?avIjK4exxf)Pqni223CyL**J2!C=Eu2b@a}Y{7Ys9y92y^Tn zy=eRbYMS5n46~y^-0j1FiOfBzs+^{$;0|PkJpx=FcF^&5IiCLn!9x!M#1(}`ur}V( z#>mIU!qyY|E*ioy(UeHWD04^aU?E0E88FbCErH+Gr!U>hHy#y4nsUJ&Fww>cAR~0! z^|7*I$Hgwvl>B%T5;uY0*`(nby6D+~(c#kju&e_MJ!Dx#Gu@8Ljr;a!JCJXf=Ek}&^K?& zxUuIJ7cW_5)?Sqjrq5@NY+sJ!vH*#s$h$q7HC+`O7zhUs4?Xbla5~x05o`&qQy(yy zIGyC~vNy7C@xz4u5SV7EE9(_gFJpx2wnvAoVwh*nG{80ypMnO=?7|0yWzsE#A3ByF0=q4~Jd? zqLJwOW!|srnT`y%MaDozlKcwVCG`CK8j_06CcakQvl4xLrXjCiv-3aFlU%=3w&J9x zm;62S+Bdv_T9O#c%X@${Zy7}?C9QW_dj$x{0+^fWa1O@w3QV{~#}6|Hc;o;*nRed(s9P{AGK=@K^99{TJj@ixKQ zG3)E=WobsWg^;SMvB^Y#8xbGrgevhTPtw;WYqbG5GAR|ys$O@HyGxYm;?sMzZ7uKd1no|@X_bgV-yT%9i*u-rtZZ>%VObJ!werc|JG-1Bk@V1 zJhx8$l_oOP=p}LrvN>4L-?yN2U+9a(*Y@@VGpLK*ww}~e?nF$IJpXh>AdX9eOhu*h zxWSOUuNNTF;44_)W)Tr5Sv#k_y$^Hp^Gm-kilT3r1-chAi=u4!@Qoj4asf4&q=#k* z(ChQ?iE0-kEko6FJ$ZTg?UR;K)St!#C`Ny3U2qG0PC-r{0rK>hAZnkRbaZt4uFJqe^67SgNZ>dz~Lo#eDuODU^^<(pN!@b^wAB zBYIUO)XJjjOmKB>K&JaocEE>??>O> zf+x*?ngr4}$tUq@8Qo>H@DCqulFv+nTKG~0S!^B^8Cfwfipv>ksb9X_>s_`hBjEoN z=o*gEfP%yKY|*z$FpJiPt-;aW?$Xbtsl)F{b-sW9l{a#-7OBSU8S@8>N*ru#9eZE06v}q@T{wtps93Nr}mQ5UKpkf`!VnWy7lln+=&mEWX%+ zvp;-GBoq{{@d2}y+F)Q-1XJplhkYw2KqMZx-QpvPb#!!W*3XVz;{&)1bjzJ@cf&c6 zokw#K()6f3)QrCd`qHM<5SdfX~ZzMb|hw2|!>K=|gh5SrmAWwk{ z=<0?KOfY;}s8h!qjEEtdV{BSSu~QFe;KnbawIQ6gQNjWQ-O`d7K;Pme^%(MH1PB4b znL5659T|G*&!0bAG1yR+OyV{188F+YD0D_z-ZBTMEfBhw@iuvLYnbEQYJKt3CkX-H zvlr&Y%t`=hNqYNsT9-1D|7RxQ z$U~-Kz$ue#T55lM5-^@?@9S)EBw)NTSzE9IBU^%VqPvwYb20({e?F&0l=waU{)#Th zP0mJwOs&{GWO$WnAe~WKTP~-CZ*JOY3#c`kdZd7VP{)LfenMHuZ_wJ|T}vaCjnUoR zjTp}zpqss6st|nK_P7AcKImnm+SKF^H}9}*J;`v*LIwp_XZc)U1F?@;>@9=G^&3x= zxwZxnvY@vgtj)r>hd_*XULzqHr*Tcylb*h1IrQpRoQ6uJw(E2h(87VKj1P9kakmCS zV{U8CgbtQm`MHCebSNT|jw=JVhJ$&eAeiX{e}tUgVF#_#vPI80S{c*qBA0y%6>47H_RcUO5npkT1AkRORL7u4RFP zfAh#Aakx&FzD^jT|DTH|(LN0A9~ULh-h-~6({hVpb629X}`lK(ZCNhVqmw) zxv0RJJb7Z=8cOLyIRhuh3-1SJz}-YiNY27;HO>eWWQfkBr9eGPWGu^7%P<*{hrN6E zZXd0Gp)+Bk$VHv=p#cD~N-3hO)V?PlaqaWUFrfT4usd5%VZVJGfAfaFvgn~S&zE&8 z4~mS^(t*Rbg};`<@4h(rs*U|07ohLEToCyQ#495vp{|0BFeDTj88NGV`0$}&BP=Q^ zYX2amF7W@ea3Nsf)v6KBNa#$6W)(cHHlxHzYZH`1mHVj#mz?jOy*((gv6NtU8)DEf zK0nLoLW7dme`tcJK3_dI_bq6e;HEN^goUUG>=%telNEYbxY5zk%Lyvk*Tr1-oJSHz z1V~coWBM1{K2%a$X1Py1QQ}zcc8m8!Z|OjP2vS!>d^{OoPC`SY6%+WrRynVt?w>B| z84mq^QmFp)_Ix{ElL!xwu}0mKW^CZ|h9>INzxR&g;q(whJHlkMr)?Ny$HaqhQx7qq zU_nw<8mZb+3jjNpQp~4DuK%6afv2BigH$%<-Tnn%+<+LJr-^cS zf*;m&Y<#`(kHWTAK1l zlMUU0t7L3@pBNiN_+(`mq;K4~VfB=Z(vc>JgPCjLzN6PONE2l?t&QU|^Szb9$!a=p zsOft;ItS2*A?2^XzjvA)1s&Ad=>HRgYm~)VG^m8#9*~idSuJvLaal3IJ316LR&R^^ z4A%adBt5CSpbcg%w!8C;%5*2N+^qLTZ$gP=MHg{4Xl~oSL5tA-qWzr=bMn9LXAbXn}^uJWPP>Vq&RX|%5sU6%+%kL<=8vvuZ&i8q#4BMUyzgk2Zl zA0nZ?#rpn~V9x(^8rCB2kSN=_DUOjjtW*DB%18ehWmb6EC9S;6aj_p4_nS9I<`Cv@ zu{P`W$1M4p*8RV^O)+=6@iv{Zaxc^ft0pA?)JQfxjE?}CnY&YjJl!~Ij~<0gnqi_< zH6ZE`BF|v{XN(3XU}^kfu+4&xd(xx|0DSTUVX2@MCh;qyGh&-@RJC7g?k)E^bSTVe z5&0PAp>N7KkWSUL0vp>{SO{8F+C?n~SCwg`Cd_8*56*J_>mv zT#uw0Wn|a#_NJ48gTeO>Ejr=d3qkIy+S%X73{19WIY;(7#L2=yJ0_yP@wDpR>7prvtMT zbqB!vQ_&`fSUoZ&h`tI5`6$*3*wKYb@1=Rmq164Rw$-awukNEJbtdq8x_5imds=L~ zs+aQCPrm9_a)Bhw?FUWdCq9jxDD2*+KI?+LWI7)nPOvCd_q&*gK;yX#;WzEKfXT@% zh!>Mo3=F7^*884kh$E(_Q(uRMw!Nd1wMx})O$+c|=t^2`rc1N@6@`Ch%t=NtzG8eo zIBYMw8lo$yFw#B&$*$Lz1dY=AvPV>IAHF=*a1E2bj4LOr8gV&6JenzfU%z52HSH5& zUd8HbzNnN-V`Fm?A571L!eTEzc*qzFn;f}$YM4ev+WJ5?=uU^It*uqKza64JrL@0_ zUGnHiq?}zQFougb4tQ7&1QIne z@>m;7mgVcx<%|AfPE*;LnUxAoxdR~bqBFO0lULN86SDzTQ4pF&3aJqJHj4j?7iiQ= z47x~BA3i3%KRLh62)=8OK;3)mui*^ogHRvT>E@1;Ned9V}hO;z0c}13m?|^jsCn*6lk?Fosg=CRC1eu* z=uzEuNJrP_ep;nAIJx_UuccFqTk)=cf@!x~hxwP+v}2D4lZ944S})ZF^Nnu})Lmbr zwmU=yaUYMJGUjxT&4a465w)}6_kR||mW|j+IGyIJDG&E>DCt!%$Qz3Pcg{)RTudRdk7(Kilx_Wvx z7biUI6UqV4G^Ty`ZUCgK)_zvzSor*BEdK@FXg2SlJcETrd^@~_bveOrV>41u;FQFC zLOCha%IWBpk~`KZ9)~frglDli?y7&CXqdI+duJo5=Ug0>G^N@V*+!eCs+-(nflP>i zbW1yJJQzg3ev%1KxGP0WA3&FEDL_^?kf4$&^i11;@kGjJ^~qmD2Uf^$Ejj9!U2iGStp=4TwXmB(tNrA)@Z9|TYo@85 zqs31}`9%d^|6YafP=3=2?OBVWCtt!7ma`iVw6y_5(78G(cvdV+8YF}UhgH&9TU&=m zMKORmw2>gQy5>hagHTF>xx2qVc8jBo*)g?LoMMN6UHi0y+t_5J=Yc&=AYFyJ)GeMQBxsMZRb31)M1^RDbeKsEgnWBiC{zI2kK0Ee-A?x&vG zmlZ`)8qWHs`27{@@i#U6@5iuxW%t>_0lZf-Eei#WrhI987@hJA-9+$ouf2 z$Pf-D!c;nz5T+u|j*)Y~_^l6j~Ws+4cK?xnKfd#sk)VI^%wtSPJMY z&2pMLc7i2&4Nm+@7^Kx zPyPSfppe_lh=r`j+uGW6xJpm=<>4%u3 zJx8*IA#Fp$w8)s4_WAahb+?50_&Kq&S+R`tbjfm?2@6|V+QiR@RsM_5f3v*b7pd+> zgTB8$$~W47z2J{UHN>ETnFkJ=(-O;TYo*F;n#Iy!6P|)Qj`Zt-f2-Vp+5|pT&rUYy zQVzI~V7<%4UlgCOku9l{;5rGhIO$irDDEy?cCwsz_+3+cj~ssD1^^mgd41Y(6KP1l zzUW`C{LOKkoSZ;a2a2|$c1C)7&=5?&`zouJjriw3@NXdKDcas!9bQibx$^FF7|%zN z#@dtZ_6XDoU0vPig}JX01soL~tU6G9uK#?37_!m4C=~ncuR!zT!G5j)HxVd<330Cp zB&dI<$98D-e?6$bEH(^~K9+;fG6LT9`~GWdR>+C~@zJPtjo;JLbKUADfPG|3N(u@m z4ifPHe8NGL-)w8v;b8Fff25Xw%o8-4RB@11`W1>hG)6{7E?^7=Jo5Ayao^5vQ?)RG z=;vGgd~uLB_Bm|L+!gwgpMU$96nO#FnaC1pD4U3gE~wj>zyXfFsVR2E##Dvn3LG8{ zI**m!$K~F_U}7H@Hg^0s^~ab0UHb-Y^bcRwA)bLg|9R}+&sRd9`iTY7BErS>#Ipzx z0Kn+qy~V$BtGkcQu;fReIe6U=fJ4IgXqJtcnE=YG#gdRfn1UM?QhBS zfb1Y-QiAGb5oPcuDkLO}gZp}yIyKXdfrYxD16$qxbctF4+o?N_+th<)aqyqS1fn{_ z^ub4Sy+Jy`=YRb3-&Y(gs2la?bxWP2`|t@C5Y+5N=U9HZ_U2>%(9kOacGG^yzWT7$ zWR2$j#uWRfPoKhc18u!Z{JMgRL6ryC`RKYjQTNShf8ErQlK#L-KRp{e zmau;X+D$DKW(Uvpf;6N5JnXL@8%hZ8xU9uOTGnAt9zJ{r{_EB8n?RjTKr1D4efl)h zTTV?aa>*1csBug2)n@H2%oi_Se8FL_nFbjNP^qBh;_?-6J>%jPRhD}@AnxAEe;4!H z7Jqz}Tf_yT%35>V9+JNw@UJa2AVw?DuV>q+*$HL2R%$iMr7giNBH~T#(a8AAPKJ?a z#VF6-GSkeOOqh+8b+63O&DociA|)Y#1<8Qox=vNQD$4-&FvWJN&RS|0Fnk0+cw%pF zuO~t*_)q5^RKJ6M|>GH zhJL28)Ilh32Skw_t$(G5ryKLOUd`iObs*oX{<93k(^z3%^)M=Oc(qxr$-oz!K z-Ai6Z``$A6Yp3iIfbmv5EWYtSR;K}hc7;m#CTP|;IP2t@f*y14UaZjXZRE$&sdTs- zN-4D95fTXHHB;EhZva%1j-d^%)9}E+2rigJ6f()o%xo3w3D89HI;Q1s@cH8@+?WAi zR&H+n{OfoAYr1}Z8`xgpUhi^nK^t1N%X;x3G%4&4JQJ1!G@K=`nKb}inPiBF2H3$V zV2MXR8U?ZRK#tQhGr_Rg&jC1m9lDyD<_I|(n*#ERj@-W%0BH%Z?=A$_B3=DIV9Jm8 zZsMZgB5J@{>%NHzYoQvCJq!2Kyx&hR{q!m)0zkdP3sA)F!vM&m!; zv_X=3qXMx(=kagf^pBZCA5DWoy_~>RRW(9)1JG=lKq1uE*9WVjRR6^}ow4))2%?3e zb+K`5s6dwmfP^z41M2GlxwlK(0u7N0@TbM@l!{s(;NU0w74<}>&Txo!g}kwG2Hxvn zw%_IY_iZ|32L<;zf|KrhefpO({R#s*s249@1PuTQDr>+H@HOc^crfjO`->{R;Ln6* z7OZW0&_hf{#tfSMv=k@wrKY>5Z^-$pKEtX~Y$j{WE4*e~aC;NDduk0E15F3$`2G{# zepOoT|I2dm(2aX+j(K2}oy^ zKkwqDD_?qg-cr^F7U=n&I%DDB;M~K*c=OZZxe0r48i6aBkSNK^ha*$EynI`SdW#Ab zQSh5LL`m*X!R_7z6co3?JO(aNQ8r*eDjFJ0NO(Cu&hqu^R{;Cgd+UmRH?4nchJPW> zgLlWPjKcp}zu!UUAW7WWxy)=Sx4L>f)EZa>pceqUeqxh<8S`hf5oWSG1$Qeyn(gZB z+=F3gmT04GZ*NQ6lC2EAI!3aE!{ea)&%WD_J)xDPZL2f4NbI2g>>p45yU+joqyHE& z&2%*?5U#1Ht236BmAT++38+fJ1Ox=?gl>9-{`^HHH&SV*qoawdts&bwYHBty7Odo_4uQ)-#N>8<+L5IBUPm|2TWrcW3X{dPef2cmIDp%t2&> zt=|R->*HTW*1(S(JlGDTFLXdYT3(3kyqzkfr5VKA zVuOs(s=nCO)>fQ?y8&|9rS#(?z$YN-@8yk+n8?U$AunHUcS`hG{`2__?dXyS{M{fB6-12~AU19r8Hv?x1Y8Yhl&FCl2uz_e#6Llfzc>-NckV-?pmQ7V2`B{a z>F6Y`a=LnHq!tzRU{rxVur$IEkSdf4Mn>;Xj)v>Y!;qD@hvOZJI-v)@xBtiYbV~yX ziyd~$3G076lbe=5sLg=jBw}H~q?#F0`hgZcFffp<%iI2Q!-2b&mY0wD6*`UpMx4B} z9*yS%B+UlbF(xMFl~3}3`lClrZOJx=hV!+`+Uha7%>J<;f6Z$&UqoIVSp9Pv?yt9O zz7Y5It;e<3uXJcG5ar_P3xw|M?1+36_}<(?n!FEN>L)$i9gA0Q-bAIR-w>m=pT5E_ zDyj$Madh8{12`OBPQ#>>7^{}#37p;^r}@jT`r^m8=EuUHb0MV9`(OF0=I-?Lr{_pv zsD>-($^-e(#$OeqK`ts-;3F+wcod6; zAnEMrhy-@fVa$7b_B|@7>BB*D)U&@kPNPt-jIPoXQE)O|f0~ddSy9IhP@R`kq|-l# zituAa0B8UOZ}h*b^2c^7uysIjSxQ!+E+S6Ymw>SRGRX#fC?NWVbL|)B z=FnQENi**^e6t%F)lD3%V6ds}{pBA1ahOi7uFBZ!2N09G19czFWh8i-gd+a{1-fT=m055$NFP}|Ka_y&i+8| zH;RuqIDoFV11Kt;XMYJDz0+fA>6e`zWcjJj)Oj5iuX{;LzrdXh3+R9_VJ+|OTE)z(e`vpTBFB@v)g zWDGP^>ECRBhk);PioXQJkXLqHFUY{pK{aMwEz`!nx z`jI<7f7?O1pSpre*ZxP)EC!9P`lgnaqy5yS(|jyY-Uio&IXF7rH4Q@++DrLdV`Svy z^8nNL0c}NnOk$$2<*9MwUrz=2AS>(_9Sbd^e1AVI2*a+JW@g%re&SnkiBU+R5d&zevQzfk9ok8p!D0DyyQ2ad}EbfF=}iJvT)^>xo{Br z|3AL2J09!zdq?_2LuM+GJwtYsEqg1nQ`vjVCbBAotn5(s-m9`wS!KjyWM@3c-oNv% zsJ?&v{_6FLp5D*_N5m_+CF@+6KFo*8yCsF!3q_uHdgDoUpxQB=h(@Y zz{Wfa53k7xU%~pl5N;~MY(E46<7O>rVpJq0)gv6qb!P9K9k)(|fOl8at+an{S^4_4 z^pMB4#cK#8-4!LGyf?5Dx^?vr=@ca1zz7-WBRFYLdZ1tZdX>=76i7&K9)JwE>JEo4 zT+)%DTKB4khKBNlse`q24iN?>^R&%1Pk%{C$pINuMMcHXXK9y%N=y*3io#s$fqh_v zGi|o#5>^tQk`NQiXSU^#aGPf3=9cn;ocAe~dymst;^1HXd;km<;m~VIPC^g=iP@ec z&Jd=uPL%!k=7qeXqluR*m}}ZHHV)1?C{B^(LJ$(w+d&?%pcU;U{Nsx-WUvNmMjB`= z;VgZCiA5}UBqa1~bvuPw{7$gt>>VBZE#vteWSE$l=WiU>jCX}!FB;S-{WmUOj}-1G zH&HD4@2tcD`|#^fF3KQK;QhCE{u9s&le^d0)YN}u9f>fY46R;2AS1xHitNr!7=BHO z7?$jS90=zfc2lLIrmp!r0m|GlH<$C+`kWZlHj>67B&6rDl6py6RMbcD$-}n)9@QfX z3p}QX$K5z+fvjm!K00`DDwg4$``@Q{krp{3T|+5{sq1HwsVBm!tgJNmLOdj0Lqljy zQN>nMFW0fAC%IGQ2Z(Km(Ry{}7PzpW?{<%zjggVEVLrYpSohai8L`8>5a0lw_+^Ap zX_&WjWw++92HTcad=>1-|0+wU%1T|=(eJgaYG{GY$Q5?7wzeLrzoPQb^PPmF;!!|) z9_!zuq9m+%-^6Qs<@;yWXF#y26QiNkvv>J$H5Z7CO-u?X(V#~3;ijjj%b1wFzHeag zz{vkQ@$XOCh!B>P^gsQM|60w1Wkb?&N5M&E%pnFmA|e`Sa^mU8A)!KqD#TBvzDgxk z!*_HLB;%DP$`1O!pHO%t48Z55_iw}h2{K+*IHz!N`;UM>FfJ}mCtk1ceqheq9Mz8p zxu|~oSW|QJ1X32EQG5d$ISf!3!sP+Zo>Sisbgm6wuSa*{iJt(qVi7R#&3Z$8_&W_I z0IWjjVL*&r!cK~cA%1)wJLSwDbDG~478PL}0Qz6gSgi|?ymx_$|6jJwt*9QPC<|!! zZ%{D5<~WxhS*F`xa}`(SH^aTpEz+ zX^{@EvOrk?wgXHkK$$TcT{w+Rdz!rrgL}0=5Od!Gp!n!!Ng; z2)cO9@ng46&dq9&ihJ*&DMqp|DJdxn0bc(suy}cR`oBTLiWEoN&3(>L99VL& zw{LM>sNrSoAR{H6RljF+flraQ}m*m76q zU{4JbA$!W0+cF-l6Zc3CI$mg~sNV7(7tcG`m(0f?yU>AcBj5ex>C+{gp5RSzG0^)? zgo!?j4a%P%-bzuaT3T<6wWg-#oFPJ-{w#b!m8jxv-}-l((StG8g9@MR-;&=@as)O3 zFzfV@FXWl6kfyi1b|VUfEG8S=pk-KXk(0!CF~f1OJ5%5FlR!u3lx(e64Hr-Ugf}`z=tw9&MtvxotIvc|BjK1JpCb+iR}RJFBi2{V1L9(M+-#k?OnyglO(=MW z%WdARDYIeshBBS@7Czgtn2YRw3kNhH3k}?O;)Sxh-T9ZoP7p;XR5vI3hQaW=*`4Px zabW;)h<=613$sg~hfIu(LxuL2g`z+fs>%eQ@Ih~HLQinsRD&Gsy-LFGN`!SF!tO0}iP|t>b*GvC^iryyrd(h>YgEPHF+#3a)ox@2}wck89ndjlUW4FA|<-xzWjB) zjaPofiIsJTWxF#)33kyU3mlEwlDcV@f8J+>Fa$|x9T0Ty=T^z-%6H#(Bpq#QX|Wb) zKSav%-oW~~awi zZ_Y>v@xO21G%|vl1>Lm(&rfVlB_?iglnr?Tq@7*%%DsJ({e^(5quSH2-~Eo%ZGN&c ze?y;BEfAS5vT#Odr$hJE+Hudt<2+vkA}5@I&3E<(VtS$P%nJ0V{W-~)+QMgE@_}vf z&2=L!fFuG^YTDX!Zb1j|Zv+|(iGT@gOXsuzj*kD*58{J=ZXE}$A6gJ7w$5I@eJ6{l z(qbYT8$$>$0F;GqmyHmL(9FQnLi06HcAEAgM+c$TbNL}YCssU;&E47W-(xlwUoV(# z*xdcximIup5e;=sIkAq9eac%Bc&5bT?J3_E@;x`BJi{bc^(zN@1^3ZTb%Zra6CwK> zA&KvAcwczs_^6zIO+DoG1CEy6?!<4E^F}4@FUBrHkv(*wh5Xz(Ye9jWysawqrTwK# zH<*KF{mhUJbQ;+}1&PzN|7@TFFSQnaw~hQ78IRE`@wdv0ii+q3KOJD>MP={)eoX}0 zTDKrXWR^|)BvFo_jPy?@8NAOC9867t#jNh~sZVk1zG)jgnBI&@oFg@G!F}$D!7We8 zEIrd`nUJq0Nv^;-@pQyPO&cxs_=2|y)V^Om_t!n6Kq3y@LvQw!)iyTbeO`3!k_Efn zaR2ZUuK&BXQ6R+H=vm&bAC(e5T3@#_!AAcHck$IXvld<;=7AWz!OVB&%o(8>gWRc= z(fYc**}CUK+eJczEHWeS&yta`@T=zRktg&O*X^N-F*k(8Jw<;Js!h?OU^W58mJkU^%bxhK?d@~^#vhb@dD5Sl{&5U7Rt zYfjpjNUS_E2RTOjuMDmwob}BZ8tOH*;?(X#nU(8D-lWWvk8%sqH^65VAO{x8L8ri=3@O0Q4YV+Xytr*AsWFKl*R?QZERE za}^nl!6dR!A{kTMj!VeuN;%4}l|2MZop_cWWN-z|$XbOgJ6Hae98SY&9{cpife_@j z?5Y5{K>IeZAZ3YDoSd9D*qH3l*H%03J*ix9sFOF};`RP-d)RIHQ=p>VCFqnz08kYA zT;)HWzC9M}?KKP1ksgZmhVoJ)(*SS3}rfrNal-S4A`5a|#Q)9=!&=k++2S2NM>i z+z9l9hD+>pH;320e`tc^)~)iebc-`HDd~>p?6<}}`XrJ|hyy$1VjoN?MA(a5W9$uO z76t|>h(7c3!?G?I>(kXy`zI@etnMaf}_b;zgRF`D0&QQ{#4=8eis} zsI^WrxG6J=V$av99UX&;u(<4eUPJTQFPMr*r4A}kD-tnsxP67X*WO*)>+leaIfuOf zw#1?padB}u2X2H7GDOwzgEcsWgwzsz@#zKTjy%|s2&0coZ{1ov^MyW44>kJcb(yFSq&Ej_73GIk!U7t1^j&34^ zlI{nu=Q1yl%QR4_?BvEh8noBT)OXDh&n??etXcMoN~s*!$Hz*euHpS&qkaSLX1>!C z9WKYzrs@l_K~`UABvLzHNnb8l_leg%Dzl*Tl9?|m5Y(V0$~(VmbjtY5!y1he9Xu#l~ELk;w-53tvG zi{*L{JjDC+0o_=LVSl2DgYJggtjI(mV9VD=q zotF6hpLdA}KmDMZE*F@Y37wEP&f09B?B-;lTE_7`FM0Eo66G?f!b!>_81MEeuHyWB z&_B;iM2%6?~p?ez8RWQ)p-L;d%DEzHoS+&cA55NMHk_ zLHO4BWkU{s2^*6j%Cay2O=+6P?v@1W8~DPZnwXWjG?NL}9~2VX=jl}SsO5tJAhjL1 z!t85h3A^~ezP9%$T~e8t+y3r4ez(*|*RKXqH(nNmUBcqA=qKvzgjTyardyffFAFd* zuN4$v$LMdio8sSqsdr#Px zrT^7LS^?GONaY6vBCaa7pk(l~&1NV9o(v83rOT7rwNUztudKkdR6~e{h5$PZ!P{jB zBL>tW)JsfneJ;1Tr&?tADPYI%YaevpA~OjPN7h%E5S1e~|5~T2^!2T*=k8C*%%kcO zpaHX!e5{MB;OnKChcnp090sk?U1_qC^Ihy)mf^y;2&rKr6KU8K5I2(_*y^}IE-nm@ zzL_y3O1bXl8PE$y?s6~W#Mmoknx1?4s~{r`NM9K3%)FKLiv7ejx@bBHC_~t7mwIbx;!-sf%ujvxuEvz^W}*T0a;h44*A`}U{rO+PWNlt66NA-z|@ zwfeQtVyL>p0N-3yzm!{FVRbsy<|f&NYw@JC6Sv7Go7}sk>0>T%n-Zl5GxAN&=GB!> zN!GZm%7LFSrS;2Z>Qay7J-PxLc&n-X*|VDAFYSf8N>rjdR#(IIa|A;YwfeAn|{UShdX4Lcv5FzKYjlu$8vZ8k%J*j zj^FX{{M6f=<6^A+r50v-2EFhiq8bQ(Z#wUbG*>M8xu_}2PP(sucoKJT`j22X-VlaO zNMkWr$!&>hJQiz9IYLb#k|IbTI&;DPE0r7jTKzvaD##olOul{CI9#x%PHvp@A%QXZlllp8Mh{cDF>OdmrU<(3JLIC3Ci2 zrIs;fblQs2^Z2@rd*Yg|3H1A)9HbRVl~ZJ`oK6YYMUZ*+qDCOWhrQhe&oUoboS4|a z?YSb0rJ1n-t2zq=VuciBsn_Lbdu&cva+?s!$qWM-kzm{A0(W>f)a zD^1gDm$?GJ!MiK&9fU@8^5?YQxa8HGp()}cIEhlx@^3`#b6+_0XwY?A&5;SZIp;Hd zhRF1ai-6*Y_eUD9&}*E{erh6rqA$d64VgOtdDp&GVrjFkBx#+wv#P&VmHPJgW($qO z8uv)Ov_4LecJ)UKbxr{3Hwnw9yfr?*GR}QW3>>LlOO!3fB+H$cD;&j?de~C-jO=AE zyc}3&Hj_kCihFfkKUH?jRDPk?0d-$Laeg-s#bK_k(`~J-1{PW_de#ePv7kRFg7sG6r zkrY~YyTo%RVB}N`tUF!qD^-iISGP7-!xn!8G3Vy5hdWcDeYTPv^KKWs<*&V_pXWSV zZI^s~Mm1Wt^aG(bTyRTeN^;>0A9FL4Sc;91SYRplkW27a!~>1vq4U7<^(=+jv}TyG zP?%YRe6Dg8TsQhCdj3?F?A!U{OW|*ue9HP{& z&yh(>j#QT2ua};~-RSXqOCg?pb^_TfZcJIkG_nK(ky z$6>!Dr#iNwegNZSN|PY={j*4R<0dcu@89gEg6SeWc2Q*|mWRZ)I@C)m&+kuew!qv{ zzAYp?D{1eiTfs_?&hKrRkcBM|$*&HGhpTOx$q!taeIC_mZDCE}?BOJ`|Yqu8tlOLfkRu*&Gcyr9kXx_vU$ zhMemJJ|Ad@8xsUvQJH0@mU#2M%Yp2tmc6yvdXiIh1*s1!t2%XIGNz0P?5DL3>iO*Aso`Rwy^Fk7{IhrLW z=)PK16v%STlKA@@o}y{p-FB+mj;|Q;IXTzhUyptzKUhZlQQ>(=!?LZ7Vsp)qfaech z!EV;}y+T5bGf&G(g+T3EhIB81UH#DDSTj;D<7;pwi>Kopi=lm=yu;?XDcc|(8X$Vt ze0t&g_CnpTw(~bXcH0Jp=c(0#emF5A)4ELbKT@jStMB#<{O8l_JJd5m*Fu!;e(@*< z_RA>Yxw^|;1GuISe}l!}Q6RJgYvqmtm8HP__2wjzhmQs2W4V^-i*OHC@F_v)(Gb`8 z%1Q>wV(@oN8e4rodjKY5goQm_Tf7x1lbe(!$qWDx#No)Np2lmD#YC{DsOD5#&Xk`5 z)~ng>z>0~s!B@(u)%V3SPSP#H1Q&_>3^1I4n4Z_TqyA>*&G#o_X!n-m0?Uum&_$ff zSIg04Wi;J{?C>b4JdWGUaBJoJJ<~6*^y?(yrt7?-xqhpbTno>c8v<>Tu zg+EBx{IzYu?-kbOHOh}wfCk~o!z|w25DMPBVTH3!xXrC3MBlRZN6(!qP&yCfH7=T| z(*noUA>sIq4AY1<9X{6&6!agZH;{_LiXYoiIQ$&f9)F0#rRR5a%)u*YJc!cqkeBG# z2#^-38<4uP1F6bCsHd?+tISfO_hpk(xZ`+!b{Z+Y#c{H99a5Ew2ru4q$5xr6d36Q| z&R^r%<6r&n{F4|#{jvFWQY)RQ&-X$E&cdE%kLnbKAvHPgD(RApeF9$W5O3w~_15hX z=fwu>^6$kv4FyVlmhd}4{Lu^J=p0{)ooYDAO6ie_L>Pker6N!Is2{Pd+1*E5WH02B z_Y&NGyjQlM#sDm11wv{$P=RVw2EgSTrN#*Bs3o-cjyiQv*Q1DmP9XtkEGK zi+!+DE@A>{U1W)3joZTwCFKRY{JT5|3iiSh^GJ>sM}dgQmOH~h0?^0Di!hx}qzolR zY`ePyla;8j1_>hZ@vx~WC`WFP=-eN_J%0vgeO%@;M)I(Z#?z85-K)zVId{L-tb%u^ zUoQH}n}MDn@z=bA_Tj|o5_201j~c>k1IPv4%GXcrdhex@#~`T>?ySq&B4i=S2pjM>Yrb(5zx&8);|6L=VB#@nTRtv|pr$FP z#H?479zC*W*T&cU!nT!BnaU&3k=sP#?N?x>trG62JJiAGz)1iNxMwFUKI{s7e4yR? z(%HX6mGIon5IX*s%s%MeOkTn|)t&X%KuW|FwF?deeWx8)xHatrb9bNLAkGNHRoAw; z@yc3n_`TxwC0|}fj+v3GIF)Q$?FI(D!()(0g1`Ib1hT^=e!BDJ0n++ngw8&@J#hq< zwVQ^iu53s(gP_l^oNC2H|HgX?%vip><6;E1+hS)-Xhto+7N!ZsI2X(pIrB~+>(`~J(nu2v7_Xn`<9O>nnqt|itCir)NCcaVZ0A(<{AIjF_Idy>$YwgBp z^eRJQKh+X~@IOHr@DW0cBoxrn5V zCQ_?n%PD;Wlk2N-J}=%+pxBx%Y6h8m6B(tvJo`;DzS{96gjYtlc58$a@7Sz%tH<4Y z%GZ=gR5DayXS9r{0|*dZZZZT&Y6wnXiS_9_)92d(Z#{f3;bWuYR3Hjo_qu(LWk@!I zALDr0)Jh}LGh|v=L~KGWZi{gTrZ9}&5nvAg;Fj4w@4mg}SGhJTf20g$EBkSa#-(m| zZD5|}1Wro$lO!)q%OCvoC-2^bN+?e9u4BAW?738&<9;}N502LzU3ruM76ESRW4nIe zshfo<60s@9+cG-S^ZqR!WUyP5#i%SR%*s0+KM*kQmOP`2eXw>v9(uj7rx|@toh~ZW z(h_)$(DPO0rFF6_}t=4P|s3hp%O3`d*G1Q64kNE zY-3NAEPaKbd|Qn0&S+q{jz@f1W%Jfx7eX>BQLcY^tvaYbq(ZoMlE9|wv8_to-q!4V z^ul0OFD=P{EtrUu4b(GlGBV{P`Ks%=cR#+s-O5SNz>w#$&Hv4pF#B9plAHcEmzv1> zUcQ^3^k=N+6bnJb%>4xc^cQ+-=Ch013JGt~EGlx@4?Ey)q0h;m!me7c+}%q4bXZjbV%9YF(_c#&Y?;z;&MdMFUxI6 z=q*|w37cZK@ac)xgLcv*^@_Py&QJU{0g2#J1K}jJtaAcKt0?am@hlQ6Q!U4|4ce1^ z`&r)@0;Zt;G2_+`TU$JK0NV}~$!uHdi+TrM=fr|ftBU!yPa>2!@$t((B(li{-lk2E z=ix@5apyZH9xuCz_>YIV~kf=6au4~2>a%z7?+K66N`n=AZ4)pepj)a&YPb&<{B zLbkcB)3U+0{Iz#?t)hb?+tXyLp;PPD>!n?L_j*-yVNvS-54s!BHy>;d8IAa=@ zVTXxh!S3+i>y2i=SFJGX&tDV&@UMbdTKFz; z-EBE4%Nk-|WCb4zL!JL|B1+Hl*r0&R%HoBZd(F7ZV7QK>Pju_5yu1L{8V)qe?BRu` znsMAUz`6SnU$%v8O(%J3@GG9}*z==y>5n`(LrE)zxHQH9u&&Y8{||89sBfE-{YIa+@)1Yxo6E-b$|G*JD(P8E#a0d7k?<2*o%R5*VP zs;&bDMA-l<{&gzH2EjOa{Ks7hf0_DfqjqvV#wGQMM+w=g&O0jmZ2ok4S05g8dfYJQ zzO`Z#hr_aJ7zg8rX(H5P#%syvfB+gJu;o!Ke|GLXw4zvozp5yp#`e0%Jj~s{HgFBrim*5)i~G)*MSdr=xu2#>zQW<_^~73v80d>)T{+qrN-6d? ztEF@qYut+gzbx+lP?{_Wsyx__%TF|E14pWXr88R4Hckh$j~sh|iV}%%0sXnaVHdc& zV&_TnqsNp=kbPhF6HKmMlx>0Gn(tl}f@W-aBL;@OR^kx)NsuXt;y}UAmK;l%rG{=3 z@z*WUxT{DNE6g$Wdf3=!%3j|y%A~*ewekbjm9uL5SpLx1P_8pnc*Q~bV$Q4um_Bs* z8Vd;M3>78rvrw+Ld+yn7Z}-COLS+5oIBC7PI;53soelS!u61(g2+C`Rsg?`Tw6cCI z>CL>wygfL}mX+l21TsQ!&1HU1574V(p&Rae$+u83+@-ZN+Z%Q2TZ7{cxF4*8khdCl zL=-(oE~I(ppVvx6?agO5*?0W5W@X2_OMDis>?smYF0jVX9w4s=;=;J{5ZNwOjJMJ7 zqVq3x{J=h`<99&zp2ngXP2jUj&ylu#XiLxXSc&$ueA)?MfiWOlbQej~%q#YmVGSxs zy)t?R7t~Tu?E_oTG9z0_NrK%z!aJZ=0wr??@8i#EDC#Vs4Q+KfSc&6V)jmDo^-T! zgp^@*cn-b!$MIU-=#FSwLZcTp6275Y&88~N5WDUT4s$Di7*up1Cv!12y&nrV9E2Dn zC0kr!A@vDE2oF-s-d|9ZUH$i&{-?ZAs>T|x&N)91?c&^^ODr>ep53AuQCN#K*Tu*_ z+`_9^uz3UUsjrt^4=ke{eIETcsV02~XjHZ7?=zwKMbJiU84e2++K4st<@LQb!EN*Q zcr70^^l=aI@5tm&peh^&w+HVPm4Be^T7j}&;!D>4@b}Zl->d}4Nt<8AuiX!QhkNZ~ z-Fc@Pm~(5hOho&RHcI>MzR;{EI_C$?^mEtzVUgPwVdYxrB|yu(?*p2GyPERvy~E1V z-;`lGP3dGi9)7+Z2J3^w^~o29@L3iYP1#=Q56NhTa+Nfhy~{Xx^vov|%J1kkT@mw! zMxt2IH@9sgcT73P;?2$C-}~&Bza5ecCo4kw@StiLQt(~s&2xw^gKqcYOBPX#s!a+f zruzy~cb^o9Jp4~af!}dq$YN*eHQnIKOgHm)+pADHwp>Tb1S>gX{DaN<6GJHZV4Y>r zynhVkp-v!hC(KI=eYNrXMJ1oXbkl>VO+Z6IkAAJ1;Zi|6YWOV5{~__gPlCd{P%iQH z3UA49_;FwxmtnV@*0@yRECW{;teFpp1fCssUmwI4ajLMLu+3UFnU?P(Jw-EqIXj89 zZ#;=%1gIBAl>A1`Xsm$c#qXYimYP?&aHN?KM1Fj|Cv7MKhSXMzF9b56YmcZ z!1f_T0Mt22mp?@j5?G1Cyk4k}*R#;0^J=%C;wbt`J0dt4eXp8J?KhytYf;49(h`B9 zYK8ah|3+7HESjxo4uc@|T5%N6>+7W&z^>Q^d!e}FqhU|7)o#3XRKgT+ABUD}VF1o{ zS!0c;xGVY=nZBswXUHErSEW``eRBq69$caRo+Qt4ca)^=ic!47^B5kB*cd_gO2jVj zF!A(Ota!kd&=N=upMafA;8=3a-YR4f_*laCk@4!lRwT~+={T=svkJ&uewGPz8d6f% zz`+{8@m6~ZNFDtPJm%-Z*utJb!vOuW9H|FL3i(39H&b;R;zp-?&d*vuBT9eDzbX5Q zav%HW1^+FjB8kiA_s~ z)7^-$ohxY8#4jVC{;l|6V2|^9KUkhTUtweRBT7{0oJ<3YItS=o@PR*Dszg6ufU1zrP=1MxI`=!~`K!MncsoSr& z%~9p-Gv}UklUh~l*S&*#M+r-WF2C8osNzY_1*0}ElbS%`c9uZ6CEo9$L^#NH2j>$w z}X*R!i^sv*m4NVo}bw56R@9FQiT-0^Pkwl!AD4) zMDpD^oC+N&3MzJl9~eK5v0FC=?fc7EgO!)0u3Rot3|t*=b6@F{)LOb-do};8&r%F8G;57UgU|g1v z_JPr(-U|c&djZdm<(q;ZM3OFjMZ3l8Nr;fZ?8F6GfR{y4O%tDq+GXk_QJr#fY zR+`tMCtF@9gt8;Ks<&u|%5G?J>~D%;}qHFmL)Sz)a^0 ze0v`r%Q(Ph6t=`0F>QNd^OEFX>;23~!q2c^7=T%V`>ow$K{U%rUnob>p? zEP&u*zl#;StPPpYpiZP;rNj1>f22|EY}4i5T~P#I_hkt4M-0&Af-Zc9>yUoJ!Yhpi zgY1z^w+g39>b~(yo*c_X@`finqfT#y1H_FOgnGXTN@I%ouI}sY`&2d?-~8jM7HS8s zZ;U*g1X)FH9PbCbK@HI(lupl25q>p*JR&wX%iZqmo>fi{V=W)*y(rw(l>yV`Zx6k#9*nL~7WJSFP)#I4ing zh){c+_1M$vD;;9;(7}i@RAW=T`VEVasQfI=9tztAZk!{IBR8`whB*C8N(PY0D8 zhy&%Via7VyUf8{#=bRUqrcHsp74pLv3$OXXjXOXXPNqfa7P6w4)v_12a*t;dSkHb7 zG%O-KJP^WIE3K+X%(%jSzXk8#w~4`LE`vRuqL?TsA!>=lZ?B6|6Ag?a>+k6k&7ts} z5kV3ev7Hc1=aNW~rFtf;B%D!WEB`$DnzH0g&p_K*GCtdvLho~-8WNPbLK?{!Oh9vF z&7V_hDWk$+e{;GEEPf+upG!}fAv!yuZ4OKyszUk*pP6RWW;{&B(Kr@3^l)>`!he-f zqx202&G;TL(4)63$nsa8fA(n-w50U=X#J7BS)6PW5iTJEN~V#}iliW;K_rR6C1*v0 zvZ`pW1EO2mfXK*4F6h1*(JA*cFRNJI@VvZtZEpTJhk=ygGoRaOv#1{N#5*su(06Lg z#g1Uch`}bEe0+=ra{d8Wfcym@%A>wRtO>N#KG$;k<5@qs!}4noj~|z)avl8YR|( + +## Authoring blog post tips + +1. To create a new blog post a good place to start is copying a subfolder under `src/posts/`, so, for example https://xarray.dev/blog/flox is written here https://github.com/xarray-contrib/xarray.dev/blob/e04905f5ea039eb2eb848c0b4945beee323900e4/src/posts/flox/index.md + +### Static assets + +Once you have `src/posts/newpost/index.md` start writing! If you want to include figures or other static assets, they go into a matching `public/posts/newpost` folder. But! reference an images without the `public` part of the path like this: + +```html +

+ +

+``` + +### Xarray HTML reprs + +To include an html repr, you must save it first: + +```python +with open('da-repr.html', 'w') as f: + f.write(da._repr_html_()) +``` + +Then put it into the post's static assets folder `public/posts/newpost/da-repr.html`. And finally in `src/posts/newpost/index.md` you can include it with this syntax: + +``` + +``` + +### Toggling visibilty of sections (markdown comments) + +While authoring, you might want to toggle specific sections on and off during rendering. You can do that with this syntax: + +``` +{/* This is a comment that won't be rendered! */} +``` + +### Landing page banner + +If you'd like to add a link to the latest blog post on the landing page banner, edit this section here: + +https://github.com/xarray-contrib/xarray.dev/blob/e04905f5ea039eb2eb848c0b4945beee323900e4/src/components/layout.js#L18 diff --git a/src/components/layout.js b/src/components/layout.js index 99df7c20..a0c02d16 100644 --- a/src/components/layout.js +++ b/src/components/layout.js @@ -19,7 +19,7 @@ export const Layout = ({ {' '} {/* Ensure it stands out a bit */} - Xarray indexes: Unleash the power of coordinates! + Xarray Indexes: Exciting new ways to slice and dice your data! ) // The second link will be passed as children, styled to be smaller diff --git a/src/posts/flexible-indexing/index.md b/src/posts/flexible-indexing/index.md index 66004b37..d46aa85d 100644 --- a/src/posts/flexible-indexing/index.md +++ b/src/posts/flexible-indexing/index.md @@ -13,7 +13,7 @@ authors: summary: 'An introduction to customizable coordinate-based data selection and alignment for more efficient handling of both traditional and more exotic data structures' --- -\_TLDR: Xarray>2025.6 has been through a major refactoring of its internals that makes coordinate-based data selection and alignment customizable, enabling more efficient handling of both traditional and more exotic data structures. In this post we highlight a few examples that take advantage of this new superpower! +**TL;DR**: xarray>=2025.6 has been through a major refactoring of its internals that makes coordinate-based data selection and alignment customizable, enabling more efficient handling of both traditional and more exotic data structures. In this post we highlight a few examples that take advantage of this new superpower!
@@ -25,27 +25,25 @@ summary: 'An introduction to customizable coordinate-based data selection and al
-{/* This is a comment that won't be rendered! */} - ## Indexing basics First thing's first, _what is an `index` and why is it helpful?_ -> In brief, an _index_ makes repeated selection of data more efficient. Xarray Indexes connect coordinate labels to associated data values and encode important contextual information about the coordinate space. +> In brief, an _index_ makes selection of subsets of data more efficient. Xarray Indexes connect coordinate labels to associated data values and encode important contextual information about the coordinate space. Examples of indexes are all around you and are a fundamental way to organize and simplify access to information. -If you want a book about Natural Sciences, you can go to your local library branch and head straight to section `500`, or if you're in the mood for a good novel go to section `800`. Connecting thematic labels with numbers is a classic indexing system that's been around for hundreds of years [(Dewey Decimal System, 1876)](https://en.wikipedia.org/wiki/Dewey_Decimal_Classification). +In the United States, if you want a book about Natural Sciences, you can go to your local library branch and head straight to section 500. Or if you're in the mood for a classic novel go to section 800. Connecting thematic labels with numbers (`{'Natural Sciences': 500, 'Literature': 800}`) is a classic indexing system that's been around for hundreds of years [(Dewey Decimal System, 1876)](https://en.wikipedia.org/wiki/Dewey_Decimal_Classification). The need for an index becomes critical as the size of data grows - just imagine the time it would take to find a specific novel amongst a million uncategorized books! The same efficiencies arise in computing. Consider a simple 1D dataset consisting of measurements `Y=[10,20,30,40,50,60]` at six coordinate positions `X=[1, 2, 4, 8, 16, 32]`. _What was our measurement at `X=8`?_ -To answer this in code, we have need an index that is simply a key:value mapping between the coordinate values and integer positions `i=[0,1,2,3,4,5]` in the coordinates array. +To answer this in code, we need an index that is simply a _key:value_ mapping or "hash table" between the coordinate values and integer positions `i=[0,1,2,3,4,5]` in the coordinates array. With only 6 coordinates, we easily see `X[3]=8` so our measurement of interest is `Y[3]=40`. -> 💡 **Note:** for large datasets we should loop over _all_ the coordinates to ensure there are no repeated values! This initial pass over all the coordinates to build an _index_ may take significant time and may not always be desirable. +> 💡 **Note:** for large datasets we should loop over _all_ the coordinates to ensure there are no repeated values! This initial pass over all the coordinates to build an index may take significant time and may not always be desirable. -## Pandas.Index +## pandas.Index -Xarray's [label-based selection](https://docs.xarray.dev/en/latest/user-guide/indexing.html#indexing-with-dimension-names) allows a more expressive and simple syntax in which you don't have to think about the index (`da.sel(x=8) = 40`). Up until now, Xarray has relied exclusively on [Pandas.Index](https://pandas.pydata.org/docs/user_guide/indexing.html), which is still used by default: +Xarray's [label-based selection](https://docs.xarray.dev/en/latest/user-guide/indexing.html#indexing-with-dimension-names) allows a more expressive and simple syntax in which you don't have to think about the index (`da.sel(x=8) = 40`). Up until now, Xarray has relied exclusively on [pandas.Index](https://pandas.pydata.org/docs/user_guide/indexing.html), which is still used by default: ```python x = np.array([1, 2, 4, 8, 16, 32]) @@ -61,14 +59,14 @@ da.sel(x=8) # 40 ``` -## Alternatives to Pandas.Index +## Alternatives to pandas.Index Importantly, a loop over all the coordinate values is not the only way to create an index. -You might recognize that our coordinates about can in fact be represented by a function `X(i)=2**i` where `i` is the integer position! Given that function we can quickly get measurement values at any position: `Y(X=4)` = `Y[sqrt(4)]` = `Y[2]=30`. Xarray now has a [CoordinateTransformIndex](https://xarray-indexes.readthedocs.io/blocks/transform.html) to handle this type of on-demand lookup of coordinate positions. +You might recognize that our coordinates can in fact be represented by a function `X(i)=2**i` where `i` is the integer position! Given that function we can quickly get measurement values at any position: `Y(X=8)` = `Y[log2(8)]` = `Y[3]=40`. Xarray now has a [CoordinateTransformIndex](https://xarray-indexes.readthedocs.io/blocks/transform.html) to handle this type of on-demand lookup of coordinate positions! -### Xarray RangeIndex +### xarray RangeIndex -A simple special case of `CoordinateTransformIndex` is a `RangeIndex` where coordinates can be defined by a start, stop, and uniform step size. `Pandas.RangeIndex` only supports _integers_, whereas Xarray handles floating-point values. Coordinate look-up is performed on-the-fly rather than loading all values into memory up-front when creating a Dataset, which is critical for the example below that has a coordinate array of 7TB! +A simple special case of `CoordinateTransformIndex` is a `RangeIndex` where coordinates can be defined by a start, stop, and uniform step size. _`pandas.RangeIndex` only supports integers_, whereas Xarray handles floating-point values. Coordinate look-up is performed on-the-fly rather than loading all values into memory up-front when creating a Dataset, which is critical for the example below that has a coordinate array of 7TB! ```python from xarray.indexes import RangeIndex @@ -91,9 +89,9 @@ sliced.x ## Third-party custom Indexes -In addition to a few new built-in indexes, Xarray can be extended by third party indexes defined outside of the core codebase. This capability is very important to support a multitude of domain-specific data structures. +In addition to a few new built-in indexes, `xarray.Index` provides an API that allows dealing with coordinate data and metadata in a highly customizable way for the most common Xarray operations such as `sel`, `align`, `concat`, `stack`. This is a powerful extension mechanism that is very important for supporting a multitude of domain-specific data structures. -### Rasterix RasterIndex +### rasterix RasterIndex Earlier we mentioned that coordinates often have a _functional representation_. For 2D raster images, this function often takes the form of an [Affine Transform](https://en.wikipedia.org/wiki/Affine_transformation). @@ -144,7 +142,7 @@ In other words, do they share the same origin and scale? There are currently over 7000 commonly used [Coordinate Reference Systems (CRS)](https://spatialreference.org/ref/epsg/) for geospatial data in the authoritative EPSG database! And of course an infinite number of custom-defined CRSs. -[xproj.CRSIndex](https://xproj.readthedocs.io/en/latest/) gives Xarray objects an automatic awareness of the coordinate reference system operations like `xr.align()`, which can raise an an informative error when there is a CRS mismatch: +[xproj.CRSIndex](https://xproj.readthedocs.io/en/latest/) gives Xarray objects an automatic awareness of the coordinate reference system operations like `xr.align()`, which can raise an informative error when there is a CRS mismatch: ```python from xproj import CRSIndex @@ -163,7 +161,7 @@ MergeError: conflicting values/indexes on objects to be combined for coordinate A "vector data cube" is an n-D array that has at least one dimension indexed by a 2-D array of vector geometries. Large vector cubes can take advantage of an [R-tree spatial index](https://en.wikipedia.org/wiki/R-tree) for efficiently selecting vector geometries within a given bounding box. -The `XVec.GeometryIndex` provides this functionality, below is a short code snippet but please refer to the [documentation for more](https://xvec.readthedocs.io/en/stable/indexing.html)! +The `xvec.GeometryIndex` provides this functionality, below is a short code snippet but please refer to the [documentation for more](https://xvec.readthedocs.io/en/stable/indexing.html)! ```python import xvec

-W&`tM%XC+f@cYgsmP9AUu1oe|V&xd!s zUA+lp8mF!2sz16Lq^PGtjMO~{NxlcO0%JQI(j>F@?20a1vXDwHCuz(yw8)pDy_ZGYz>b6^VN+T)>C%eNHBMW(HMJgj3o5VPdPGnVgefanz6Q*k#RP z2Hnzt-Ac9@Z5OzH`L1pr{_!0rv31`o{!V-j%_nvI6W!NhHa{os-M6e+Rb%d&+7=+^ zUK68m#g5q9RSXmOl$LgQOn#|3&!{P;9wRQ;+PBDLkfArwr^SH)I`@eeIhcf>wIoFVPYfD!FGtS?%ZJ?~6;A$O10tmk9x62-JvrfY6P8;l70 zp&bWnu)rQpq14t$@J#@yD)z=Ajx#uRMz}mq0HTx)PF>(?nchzdeAEyFC0B5Z;GOy- zghZMj9Cm<#;e~NLJho}iqcwITJ2b-m?)p95UQXOMkJ(s$VbgRz9cq<58Y>;qO|V`w zyd7MFz+SW}BYxT2L4>jmsTf;Q#%LlGc*a|plZ%ALQ&^`a0C;{)^Gu{ulBUrJUDR|x zQ}y)bWSAtmNjv3!1+DVJOX=`zI}d>LDKilxH^-J*s6%dtr8n6F4cz0PXRwtDiAZ98 zxX>V2=<8%uheoe+wNi}jiFJS9En8fx-rRU)vOOgog4Ed@g96dfsVkDk6N&8i9^nLe zEAmZ5ymGl4nPcDV_+$J%{#0atj+xq&wupOgdF%94q`GcFI5$Y<&CTSl=3lflZ#{24 zU8-SqHFUc|e4>&KOYG5+3-5feK4-Gwzp>1p6E7X)&ReEFHYnzPB;9=F;u1jUI;fpMtx#@}=0e z4hFNDp3oZq2^d+OXF4;daksRDbOALCDiC$JYYeN7rn=q&%gh*As|Ns(li1>}t41QJ zCR7LU=+{2>7RR3UF1~nqrQ@?7dH!kg>wO+?U#M#fK0nyz<7^mw1)H8p7r{b>Ok3H* zOrARU*~@q@ae4wfW*Tf9JAXOX)K_>=raEK7c$Q+~^D=XmOZ0`TNmDTBmo${y4m=?N!iXy)-chsK++;Yfbi1*Uz&tY% zuIVYBdaPYcYyXAQE^v?5DP>dtDOr^QT9 zj+s!Vq>qOD^{Y_Z&Bbxvi`3||$1&=btTU@@+JL^_;;0aYsDB21M_`aydGa$PoiGEq4+v zdDf1K%LT=BOw*`mZ$jFN?z~bg*m8h7r3P>amTgsos4vN}s zPBViEuar-ls2wpdB_ zguu<ALD5vxCr=idVDpg#2F;?o6Nd z3KX~Y34R*prQOS4=R_wOdL6ID95cqr=##l_G49`p03S1jSlNs%3t(d<-rR?Rs8IB%JWfAT&9OMGopNTwO22MNpVcGqc125tCx^YE`Yx@$=9x3p!bBY5Tv?S<^-*+ zZ`2cgMDNbt&aJKVaA5hM%zsYb{aJvXk2zl_GtJu?@DF_i{)~{etJjLTQWC2%KbJhv zgO)!Mua-u1ou}f$EQ_fKeyMNER)eW)eogZwPd7Oy^FVj2s(GGSaq{c_x9W0JM@q)o z^hAe%uhUpJ@O0ttnP|&)-G(z`K90J`Y|kQdCtHz&GR*C|`tJQ!S%V=`%knn}ER{e{ z?{&B<+}*n(QuiT4P{)0>dlF0x!Lm%&uNRc$-(pKtyZCH!FJ(Xnz?<=o`4QhU1}eiV zWFeu~h|UM%wJ>3(6=s%jo&9Hpy@W4f#;)$czUw<)q|lIaJly4qXCtvX#pu&_A%nle zh#MURJ$YdHYU&G7R);N8D#G|jKOVf8J}8`eaawNl^4YYy6Y!$7FWGDz_a3FBpiI;@ z$g5e?{0vw;j{v83Wj_I-{H2U9(4AW5nA!;PbtWj1;nIo-EnfxL#sx#<(iows^X(14 zK+1PrCz$dPlD_I)*UEnX@XjRfB(VP_3LVPFX+tTLmqCswgCixsSLSkSPFkBVu&aR-RQ4xsU}Unx zCjb}ZeMH%`>(MaMFq)lYHz_dN+Wl8tCs%f zQB&Gl7rL?L^pO0phW&{~HWh^P=q_@bMmzuy>?d%b3S4xFOeR+|QFGNNKl|WV0p@Se zBCJ5zm#_cO!QR%A-BpKJhyhg}=POKxkEhXglXKeABe7_%C3K0S%mw z;KO;fyKH>RK;$&?=&}~s=0>XKiBb)^oeC78oqm4x7H-{L8ud|UO7_eKAA)c1gFAz_yu)WD?V!K^?O?QmXq>E<3ij;k>J1c5H=T%ypD~`$PoCNFCsFu>J z)BMM2ywvsHiudR@2QMK0A#`e`)7f#|oZ0m$q5TRz#BWCFb@7=4+6|nJrN%mlkY;pRsmDQmNP$-G~T-H4fBNG!SXrVmb~BPd4}+qrgC6eMV95FM~vk2T9J=&g*-(XHu6 za$@OicBQ&|gRbC)*Ya}6nceCvnMO~&ajdXd`aHZIyAwV~L)D$JH|^5BPi#+a))kO@ z6bi}~4^00Zd;R@kRj;{)lLCLX6B1~CMARcLgiC6(`bk17OtJ#^KQrS2asAs^g%|AQ zantpiAIaPq`PS4+rsLWfb+msKS*(}@an}I^BaZ)4nZT^^=jUawKg)GgJ_GW?H7pvA zI54hSb-c2${VmJ;tVA=bLXkbDE#D>fVm*>JoITv{g*^69NGA2DYM5Pp}G^Cv- z)(gxZ3k)H&2*E1OY?cq`v_YdfH}M~*Xve)NR4K_RI7?r%dqXy!c}uF8HLP}lsx)zB zo5Rz9f?E2O7oCHOjb-`QwfArNS2YD|K4(T`AEh7AcM-L7t^@OMnGt?82^(wNIH`Rm z(eQm$Xt*yHDi$a4qnMe~^+SXIkKlUXc#V+pl6jwPjrf6(sIfRC`Mresu@PhOb+8kc zGU0@dyJ_5PZnZCt<3}PRHO04lLVH>3DN!l|`sp4{wLeTXvey`3kDm1;{_;0b3(rKc z`jbRFhH|lZY1mRV-J6$4Y;E>j=zy<1f;EaC&F_%836{fZ^DQmWJWjep9zmENr-e}| zFT{zGl9tL+@*$#lnPS>r?U6(e*iIz?sgfhA@cyUt2i8r8spn#4+7JG0{h#k-1NfeE!~+T)d5Ta!taQah z%Nr=T3VuaX4;nk#{i;Aq)a7SBctye#TfBEPChmo@#R+IopE<274Y4OppmyzqtMP zlN|BJ!l4*fz$5y4_|=i8_kKo6Q6|S{9RgX(4U)DlHIOj(|2uu*ex=g_I_)rFAHgD^ zyyCKAJliz?gB<*}Jx>NKivCcp->I&^hzkZ@H2lk#znsGqcsG*Zyh>cE*;PWLDis;w zj#*2jtyr-mr|dY=X*A;uR`dv1I?9#;b>wdV;)EnR^Z703^de<%kgG?&*vVHSj3TFFub zLbJqMDddO>)8WCKE=k{O>qwf2TZIvJ=iHH=;qkUlaZfn(i;a)|DSw4|2w|;1rAiL` z{iLC(SRlU6S6EvOR(8)CfGUv_Pz4&a?uEbBS{W0leO_vb$5%jlFZSm$@9PLEhd!)$ zWBlF?uB;fX!{ zW*>||b5o$mtnd$IYj84;kVB(IRMUyWrI32=^`ab1p9^F>K$>!b0nRG!P@|>@RY15= zjlu>sjn^u)pY!zU?9~)?kdt-dMiR7cNhE^dCi;CieH`NLutmJeLqHf~i;-6NVzOqv*us4+^ z?C}2n-+u&xOzn2TV(Y};@A4E)lDZYNJP6&bH10_9CbpJs&;eIn)W<)<295k32)GiK zD3~);+zeL?wg#00qaSUraq-V-R1pyl|HxzBcPBU##8BdE=_%T+KLeTq=9W-5h}+kl zEcxt_(HT7YO^?s3eXN0L7Oo*?AOP{lN&I}r2WJ~e?PvhKQiPz+shT& z2`8a1O}BZ4=^N03F<_N&HTmmczs2hVH=V;MLe|fHL$U~!<)_Q@g1;*#Bseuhuz&gqC1PXr)}~70 zW#wlFHxih=I4g($Fws9x!c~xmzG+JxIGcXG0~NVDunQzG(O?a8rd7|;>^@Nrt_5?% z@tgM7s|XUk1AMGngFECaEje&*JwcVrf(#gOm+udCKonaK-OAMBC>Pm)hNr)tiAJfy z*1!(h{WL_@K`t?d&duoH!Iz4EFP{_+JR0L0Dayb9(o6U|+333wVb;+`;ZHJ$G zAKmGli%iD|b?hR2~%?8b)0HK6p3r z&mnERSM+_POl(A!Jy8xf44SR9!XV{XZcYO0GZ(LR&=&jw zG>o)J|1mW$8U*XFwqU%tH{Jve$i|2sG5y2$PoaScjnwQQX%+dCJs1xwx1m27x^wvB z!|-sC9ui#h@o4lv36AV%@}L<>xS}sA?r`+KQ~3%g0=vI*#8qsmbE}|^MuV~8>!=y@ z)5Mp@LDR#{&2 zDWDXtr?p<-GQOkp^Tf))B(3aK)vE{p!KS=075Y4e$!D7c!D8>IYLC@VQZg|Gan{!oKPUMGj+*$1g&#mmnPex7hl{rT(B!WNA{cKSr~^3o0i8Eqy*qB`t{9`V1oU z`Ah$aZA84@KrP(HU;jV8-U2GCz1tp^M-UK|7Laa~M!H*&5=BBv8kKHEq*GEsu~&f)bu&)&b7Ypyxx0!gj)O-N!Yp<4zNc;2=9 z=^y+#L7-jc@ajv#XFY|6;c5@}zr_H*p&uHSES_WwrMK@N!1VJeD2#!ZdrPkrTJ7Yv zB|{~QW6NJ&1pa49*q{&)4Z!QiTQXs%%(>B;nv%9Zz>q}|P=%JAD5g*+fY4_vk*qL*D3wJ$qPE9YVZRl9PrSwf!MyH z<|cHAn>V6S!TE&0@0dTY0bjDE?f$=*;Ma$f#nUc#dK2a44qTqW1CSkxks!sL+uz&4 z39qxE0AxrFfMo|XwF=EuE+f|zDA)h#AI4YYJT7E09A}i2;9M(XFG@x+GE~qe&ScdO57IQlC1Usk zhH3}_C_7Z)bblbFCdpg(i@Ey`A;ku`4vta!NNs?U}giHQ2 z0F^fS2+=3e9mB)7cQ$KpILR z#1I*02Gh~vsg6NcZ&P;YQ<@?MRP$#$l<)T7b%GN+NH+`#_l@Jbr`hwqCi85Pgy$n! zd=NqK@8RLKV4?&aW*!T zA$UyrHwEr|Z4kEa1r5!xN}BlZzYZ_jYp9fQT61=D^a`c3#^=h#e<2`^02YNypOHEx zXfZ4_E@0!aa3HLNhsKvth&6_PFvm<&;)K04#Wb9wFG6n;a{U#-#()^~a$j6XRGYly zQfFr?j+Ie()?1Gr&W~RCr$>M7AW1M304B*tErYb+K^c5dC{K}q6F8=~zapCBf6&<+ zQywHVuuizxXcAx2$fL7iiht$Kkoj+E@9l$yXkO~WfNBBH3yBlf{=cwJfgTZZl6vTU zdwa80BTM^>_4x;HR`y}ux?8i-L*!c_7y&K`=&i>?4JKZn`36*9jr#0U%#ydiWvWjj ziU}dJOlRPm5`Yk3w0p^Yh3fvxFUQ<^3MWS1X>pdsZM1UHy7x82C1OfpZajfQx{|_0 z`0SrbH!>If$KFLD$b_qd6Hx37au*ZWG4IjTiA4T6C9j=9mk%X10_yDhGf^N2x@tT< z{{}FT*y!JzUmDfRMag?GbPs^kNZkUF+sr=~Ep!T~9y1RHSpV4|Q zrC#nww8it^T+(Z5k{|8OWdP7YY>F9>NV_$19ZC)-zN&@=?23qt$%^y_5!I74tAub% zC!YF!q$8+_5QPYuQAjc3F4p5qg(T@Lt>o(^<#wf6%Zn21y#UwG{ymr zOMgK8BNQT(rLz$Vx%4CBGIrT-cx6l|2qXBICp2?_c#H$Z|JtdXzLq|OC!op2LYEta zf6Nz1;hb3Hy0d`KnNrXIa)aY*_ah1@>z_-jbiZETl9X&bPXt( z7b_|P_*dC{+KYBS2Ua7{q{S6gcYFiGe|Wb&@Mwk~UVNEY^^d=RK$ zKyp5KL|Xscl-_ozy_!d$nrwp`+$sQ0{R<MoFl7zb#-cUsflPtrH{U452nfBTX`Lm921Cp~(wK&&fGn-!R zvi!rTtzxx=?L(uyWDsZ`i-O840sm}epx=-dz7X_3!bUzZPLdtEL}jOyIDQ67m=_`m zeiAyIhT>^CS-K_dpJ7KraovRQ+2+78Y-v};A;jaB%3Fv42%k@jbfQ|vJO_8eI! zQ2h>c00A2I=*r!p()>GLUk2+leSHqghwLy(1EC#Yu@6oXSclIe-ghgJhH+3d@PZj7 zRQMq%EX}{SM48XDC%Ihr@}%=RgF=$f3t?_&A&@hLkcM`T^copL^LgQx83qHn1SZt8Z}Hu0?*xC3wBe*Mvr||$B&ZZC&b+QqN(e70 zWgq}+r~lHi_eo47mOvTG+^P@XY&K;mOv4euO9Gs7aR``8z8vp$9c<8?o_2C3FW2?i zfN{+pcr_wE%apg{ni-A+OF==l6Ws;{Ls$;8y#yky;vsP} zoyVLQ-9j%HbUg?p!m7wqfTZgy=j-vuPGT-Uo~tCt1s&O-%e+cwc{|Y677+IJotRx- z_}El7!}02jyf*p@U)@rkiGr_W4xZrm*N=ZR>&=}x{P*fbFu$ZYVW-R`xHu&00i$eR zGvQqUVt zlfiTZ4Xm#BgRF-}a|D7lkfAt@0H;0D=W2HdG7&qzCKowt#8*bED#&4~Vv8TM1M{yo z?Vb{6m8p;MZ8IyV$#-F9$pYmDh-Ko|CYuMXH&3Kvb^BJJ!9oLHy>sNyg zha5X}xbL&=rutRyd8|PMPCm+(m_}+J@v$JFlOZ&mn4oj?!9up?LrPXPF8vzkM=<`x z9MAzq`0Ma!7M(1UV4p*?QTt{}&CG1xq|3stPL!3KJ-S;ZH?gB|Lg41?cN7&gG68-J z@%*#ScA~cVY)6I;R*sKyW3Eg*)K{_*WeDo=U}gJ}uzI;ebaJVDE+b(v!3Po28n`d< zxrg5ukHs*emPVZ#jFw?u zO4{*^#Fta$?>3cjg1M%8*zhfd=~xP$*%hS5!kFG&kTNELFMUek^F{6z&@571nq|+- zaoca0hc8ih9}eKEntP{(E`2uF5||E=kehAL-^#e(24I2NrB7&*1{v3qv4fD7AurnV}i%Cdi#^q$CfbZ z>sjgKoAhtzlUfmpsJD+p(G8nH4kr&qh1_7Y_!D?)4cU_ob2$~uJjQdl!-S6sj$GbQ zluhn8)Az()vR$Qk;$D_m)6KcbX<+FP?4~4|q%bQY*;@|=Q@R0Cmn>yrhL)HX{mmW9 zR%g%Eyzuz;{5Ezm)HetY=T!7+Bvy?3X8 z2$wkOwVWcmQ2zgzwSTb?*QF&V&Vp?Mp^Fe{^iS6+z)({zG$Ec2;A8HkQQVwTC3n)? z}nQ~)w?FV|p?ar;JO!fM^{<0P|kYc*@Aj^|Ma7!c{+L6PF9$WqS z1@3bW4$08=BzC_lI@|EbA%+qfX+lV@!fjR6*Qbk+fVIa90sBZS24VM20QILgoerQJ z%f4+p@cxdvk9~dx7$9Vl>^75-oS(NrrL+QlaKAUTkvx}5mlHxM9bC$oNE?;WFn}v9 zOfTs%tB=pxSaA&`bIimeS->N1Wgf=a#di-FZa?eP^ts|`shi%TA@ubvm5^|&(Ezou z7Sx|+h*3AmY3du>Yoi*=n>oEmjYVg6oPR5()~zLyb{e#KYc7h~?7bG)eN)Ml=Y?NS zQ7q!FMJlS((OTRNtCDcC`DA}S+rjmQ;ByOw}rVk?={lw&PBaj;RO8&w4@Pil((RW>%lu!WtH8GwEE4x9%@}i>XvgDa8}g-% z>p`6+EZy?fVnqtSBs``tlT{>HP;YnYE?d-l9BkgnMq~shMwQWoKsURV&Y>pQsYZhe zY9RHgRQe9~ik^GoWUk)|fm>kk);CS;hl~R_IQfoK{t&^|=-{?BgRL9mwGUR|V2AN% zSl4a2x?wV(5RxQg6!@A?CEew?R58}=iyTQDC_=83YQIyzfD`r#yq=w^PpSExl2W$G0AlN^af4{V-{o&cBugTTVgmh^`(ebsvMThgz4rLju9Z` z!gOMCD5us+)O`AII7(}eC`ozMpG0bHpHbnmqy3Vr-B_-vC(b@B*6@lCaEJl}oA)7D z8pyg{4Na-J%mE2>T`L8OLom>O^! z-QG_NCSImuk$TTWHhb$wGi3O+=~yJ0K?PtQ-KdOuxY?V;>X6rae?~gms$FD7v}BIG zQ9R1=g9uG~h+zY}`W6hCu>2+2l@{a+HqWNOpMT`U4UI{s1mh)bftfOBY)JtJEf+ymr?sU&9~q?Cf%>Mu71{k8ri8f zF$~lM!`1gBYy$Xb4_0F}tdvOEzgTpZ@oR4ZF_IlC5}Vv^9sG>((srQUSIn~)h!`g{ zsgf+T^qrsG2h~Kjqul6S`B=+OVV8y=x-iqERqoKcU!(b+z zFl(>%$(SC;l7s42pdZ9$s%SBy zQiqi1N)-|enva0UI8+=d&naR~cB8A$zopvd5K6Tgz3*|YA^RjFs(K-(BFp_ftAg>W zX|5u3*7L5Koz{!}!KV6UZ*E-;VvRAw4om9OGP|e0+(U4;`E+p2vn$bzL#8K-^dB-b z;RXAK1do5#EMh2j?O)=F+JAX`!h?BMpc@I# z44DEZ?*5M|dj!TJW?au8{a%Ks+q2qX(c)6}#l^$o$2_r|+U7>lAzwYWZ0Y;3w^B6a(1^+Y@|6M&l8K!*f zS-z!5X(_TprS{F!jXwoMaaSd6Z$uWpllU%3?&Q^d=dvFt@(^D>p$KL9pECo-rCMk=3vR}3l z#BR{<_jE!5dWHS*r)#RYh-){q82q=zR6<$z5*ePH6W)=hh-?ajOGoaT=BumEP>uN< zg#(I?8IdxU9Iws4nDR=Xwt*2G9E=>}Nv z0@o@m?m5&$9ZDY(dAYQG!Sn?rtxbafH<%z}uQkfO!0(l?)D}4;KdatyFx_K*Lfdu=$NlyeLbmjz4(n|7P$AhTW^TeORG-jZ(Xd> z`?3JFuD#_otVNfryqvDqo(fi?&>ir+KD!5?o@Bf>TaobSV@w+6E`f99G6{x%PSlu3 z>+!yoRP*x&aTSA3j~A(mulK6)OgxcdzGY67v|Rj0#d`@SkK>NxgNT`{%cC(VrXSQPQrXEXk*?9lqjnO)vS2D#97dNyowX+U2~B=OHl^Vgw+ zr$C7oTpGisV~q3EE(hYz-moS<`FSzYWTUqWFR+2BnWqqlD&1V!dvJS{I(Cv437ppUlTG+{<_01&ho}kEMnO`9FntCNkf*Y^fMat^HgM|9f&pYUB zFAdI=t(NnaJZ-s=l83jUO*fWzP{$i=eAxb-K>l&ykdZz@)r2@s)h||m7_N5WoU&WS zt(nY~s4DH1fZ1^Lu9hSO7Yv=g$k|+8zV4${^I{!Z7wLYfIe7Z44#b`is-XAe%Pt+J zjnIy2qTm+<3=O`11_zjKVR}#ly1@5Oi>`wa&aujos-kPM^jBO-9P(o<2jL*EzP<0H z+9>>5U&rRny&Hto6r5$@wh&7&LE(JgR|z{6Or>PX9M7$Tzxo=F+?GT95Ck)rNnM*R zV?NT8X+KR)2E_>Tr@Ngyo6I`%fTUdh`&N?W?2yy86XgrYIwYF#Pkh?}-WRw2teqN} zz;osxCNVH5E3>#8q;FR*t*z_qnX($KR3pJF?;x@r$aLG%_?<+%;AE&DbE_rlS{*HS2imM8Hc*S9mUONfZ?(auh-S=-ho_n1lPjP9jM(-`* z*_vwx%{y}AMrH~O7o4nmxPRtCQ;Z(cN@eR+@|k}O*r5VB0yZ^>;yPK<=7ET$3qOX4 zi}WUiZEsUL9fO=jS-njCk#r7VjxIRz1k@~!twfZ2UUj49^l8Ru99!NQE9(cjNs#;d zR+4)<+C2pE%zFWoV}qD3%R^-Egc##<+>O&`?&hi8b$MijArAFgjdR|{Ao8n-MY|#ThcW~Mw6tWsHFhcR0PK_IZVPC0ip)u%y_t)T zGkhv;_aD93zqqtT9_4W68BUUPj{nD?^9A`e@5z3$I(U(m8a@`mU-T3p%x@d9dX0-- zvKVH~t^8`HwExw1G5r%`WfrJ8KD#Jj4FcyEyH7a$1+-F*prK`o7qi~|Znx+<`Mh7{ zTEm=esBFB$b&ijnZWzP%)E+<7H^4`s`j)~h!x-U+K&Z^j8tcR!jFEB3~^Llu*%PZ3UpXFsKSBITYBae556cT;rOfd z&297Yba1s|-z26;@L85RLOJJdHUn-wOc;5vI!cepZUMBj|f zAdz&j*}GHh5B7)J5`|V}0AoS(&7t9sWX~H!-zv7cV;I$f8%Ra)yOZ$m*7-@DeZp1{ zC2^XB_~tvG7Sbet{&flxXu(R18c^()SWgi=KRVj3iLeZ6Fomqo8-8wlbTSwC4{FY4 zmP1+lDorywiq6Kl@}(OQM!DWt2O!CNeUqP}CO1~cKP)v1U2VO2iyE8iFkQn{Sv}@w z-6NgThqOu+9+!-h+`qbb02_`>pE+OJBj)6`zUwgYjrS1v9g_e-Mh%zfY#wy3i7ul_ zm_@Sa+iY|E(A4up*SS-PM1JiRHt54a?jf6;O3H6M<0-(Pt)fXouBn=SC-`)M?~F-0 zYIV#$e}MQqyW=}}xs9KwAd6{x)O{|VCXGA#L`|xKJZ}oS@q}r^T=3RKmiM`EZAxj& zY%@N{Df8{-cdfY?Tq05GlIJH`j_9lf?C1X$R)7%>%Hl$lO__LE=i($>_JeA6Of{_^ z{^(f#?ZhBO7Y!f8g&l1T+FBdIN^J@g;nTi|G|VNN@FF9TbWU@iz0$19A(>PK7NYd_ zD^_k6J=I>@lOKc7x*DZ7tp?s-OfP>zl@ioMlt+tp1eN^Kig=xs18z_AAr*swzEJu$ zw89Zxsbrc{UY1WWW92#dYgQCPhMmQUUl_f@ndh^#^V5^??4e}1LJWNRWl-1FX8tfG z0MhlTvP*(M-*jrENH=7uxKG+hg*|iYUXj(iHlne}nk88bJ)1X~Bdqk@m5dX>0KCQ) z_HidZa($I|i2FQRaj@~r>r|7f5vNEi^xQJH=6BSpElHVUq6Tq`fs*{72uV8oLYDk5 zS;V@Jm!8D;+U$s9w0H_qh6!;H=5P3%O!}j_`F+NpKrt#puzn5sHgJ>H5XNEfL?zwk z*HYz1!)AhX?^BMTpOy_~+m!#Dep>m)7rmND-Q|Kczu-5Sm!n%(amx4}^{)?S6`uo# zr_=IKf93Jfe$Uxk(zAI;dnpbi*M}|EdjOfZAKbX7E;G@i5g-fdVO53$&l|fNi26IE z?i~mp)l~0RaUGrx(f2j8Jae6_+yzNU{6y#YHjCys-9@!mNxl6|dQZx|W=#KmDa=jT zJ=X0b(|XR4a|XE|pUN0unUX^bsGr~X{a-RB8fNUQTScFs1r$L|{iOzpKdt7-2SFkJ zoYmhe=ntNKne0VzaNzR->Bb`dfoi&|KOdVn0W(d$A?U_GLnI^Jz>|yHhmd&TzVrm= zuJG`Ks*uZ;W)Rz8aF5|fw7WCE9HP~P*#zw%vOir81Ho)4%RcxGJIo)!xR~1zuS-Qg z?xZdqePU~Qc!3yED>_2d=>5TuSqNongung$V{{vEYSNE;6V%{x!ly5>2~NTxB=80M zlWqsK)EC=6zhDS`N$s@OxG%+>Rde*vkc9eJ5abDOyK0^YGP#NE zFn?nhNapI@^apRMOaqk@yNl+K&-)9{<77{@m3Kj=ssKek3Es{_E zy17GLGXIZY^WVenXX>FCc%5{k{7yQUJ!3)QCZVz%qNhP~g<{G;eDm9lX(Z+VBHK8= zsA>UU229xVZO_r{({LAb_Qky_UW>BH{YEXZ8&1rh8LUZL=d7XIg?@7 zf=Iw`49%E-(M^(IME4)Mz$#?Lym9;j)Vd59Sx{Gi;Eiufyc_y{FT)uxqZh4dnI@843{!a zEJK@~-`TtP7l`sf|9)u?v?i>)B||bP&{rXxenR2mWvIvQt()HL|7=Qa1Lw-kjKstZ zA;|8b{Bj6fiky|j0+Nxf3}j22S&Y6p6|mD?&EtuE@F9oBVMNQtC{z0Y zCMv|yU*x0aDTee8vBO`4hJ$f`rsMhQ9w^TV+TVr3ye=+?5DgKOmp1lPXrUx(BN5>A zJlri#UUn>G*eSPRx_@(f)B(x$tYQ`V#~v=jj;ocjXN1}k9AZQzDh6fbBt!xWUdo8U%j18(60qqqb# zS+fau!TjCI!t7k;z-d@5I>$6ip^!lhDB-e$+q58LA(xZZ}RXGdvZW0fmA=L(23BtP}$H!XOl&d$GRKk&{ z$!{+sWFwfV(F>k|%EO9MXy9*^$1`-ql!0_>SSJi%^j~ivfYMuN+dwCs-=sF?B>ZEo z`E%mI+G~`S?6`AaGX%LRmmwR1?Rh!Nui)&f&ugK|d?W!8Hltdg6RAR#E$$4jkzd7RR)N-n^htRhaq*h) z=~zf^3009W!jd|_IoJihNo}?X)5B9tX{8baCAPNh$DWH-n6X5Sd)4}w#8T+8=;&t{ zf>CsI>geitvUqX@LNhO@PEMPs#^M1GOHHSdB4WUzlaiD><7KKYtFF=DB)+nD=w2Nk zpB$ImU%6k|%O^72-F>s$)qiB}(R?=ANvlq9Raqlt>2{v8Tf_I$mE#t7zmqgt;(+5J z{PCx^rEW6Y*}&V{ONEjknQJ&*s>^tSkV=s4Caw_HjcJ)6*AIGnQmuyrYO4EodOo|Q zzM179I<^<$!Jdb*fgiG(?|~Zg1GzH|l z!|G%)7`4FqCO!@0Rd77CpH3=2^TG=HUwtc*?A{LwABN`XIkdq=E|F z2L07zVyf{ih!DN!GVH9iA9@7YE}@h%*WfGQ#>4AvsITXLNGrhVz*GpIv=zK@#&BNn zVX2(_u#v|Zc{Y4449f*(64+eJAAsZ3IdP0Iie^RsNk71%HpmuwwrE%FcNu>S_BSsm z0aaGfld?{b^ILHVVmM@jqe59v%}EL3}Hzs8fZ!LesqU-d{J)B4VxNF@<__m z#~%X`%%#Kf;X%OKb&{D@%c`v+}fHi}EMz0|G$>3bl!I*Ix&fy--z7 zO9=x5YA7jpJw$5@*xw;;Pz43bM8P2hTw1#a;jl@IAn6d&p4#s%qma2YhY*5N@H(jZY_8Pu4hqYD;wPnF9;e!lweOx|z=CBUZ> zK(wiT5*X}Iw&ZhPTbEW~us!)ar3@AXhFN?tMQdm?3fMUSUgxlj=xCLP)W zR`coMZurnvVx|HhXr#qKZ`qjXD4AFURb6v9;W^h{mVG!q=TDJUK1P^Pmvq@7Z%>!i zP8A79W@Z4=^@w>Ko2uf_@$e9|-4{N&LhC+u*kzD?nQQ7ap%MKU6|dzry`kHICXk$1 zOvZ1ejc1DS<_GuQcko8Z>0EzggsmwK;HA0(;E0T znD%R1z@_J2sC*L84+OHMoRynk(<;jYBs39JKmEZ{FMWd!d~wBt7LE8@UPDDN4OJwc z+j>*!xyl2&_u)%iX@v@L^#F1yStrhbt@iyk8L znJ+#ApfyHW=ll#u1Ib>2DBd8ae)%^Zd%35Ngm;TpdOm^}o-GD!g}O#AV4*sj0zRQz z`2tIU#nZX~sVDtXj@BUID0(f_19Ai#i)7}%1HJHmv-bN*rot~Hcz0}oUSm>l*^o+I zx?oL#_Mp?k$0SQ$Y1og<*`GAAdL2G~V>+VKUmq8{#niN43X+Wu9!9lKL6*bBsTFgy zR%%R{%v2-g_`^30bJWGf6Lmp>FVU@#W1^y*>&_`xkvy@~ZJ0CduuqYtk`{g35-wd4?R{v!fb=VVyL- z;df^L&pHV>!HI@%SE!e~f4cy-n`Z42r;(QB=^UT`%2TZIcR4zOzgDn`(+j3P7<*NaE> zenW09RkP`jvshBLxk%HcWjnni#o4MV&%HS7M>cUhlkCo+nt1il1Bi(&LXdz5VA?h; zl$n9XBA2*He6{wZ{Ys7kb#hR0GBU_!W|#ACljlExAYm1VmGeo}gL5LOCgok+l)W*R@e?%bu9;5^K`b5tTOPm-PunZL zVC-NxrD?b-rcN)r-7JRw)qB@@b_H|o^aOdG(Ds$(*UP8Bef(7K_oA>}xb?xj>iK3| zT-{wdw$Bo3`*hbRu%2EzN0N5$KResIUUm#o^GO)%yk&ROZopka)MANH(A}ZdBhI*| zt|JR??0^2GmJ-w^P)je@BKQgBhLA7L>;C+`)L6V&2s(}vax@?6rYQh>%2mDC3SR;1 z?PM=Wr-mT>o`pcdhkATUK;3rklgseN<(HROrQ%yXfH)EyxHv^S0GZM z)1EL1HF5nquHe`Sa4XNe42@o@gKleMQivhUk&=#4yR4jqr#4b z>IKPQ?E7<}4wD$7R!=1R%JP^w4mkp$S%x@CIjabdub)KTyC@~sK?s)Wc zLx+=Z<>{8J3HPpYS{eu_(J_YEm z<)P!*PhP~8vGNwM`GqVb*XX?hEi3m=6~mTl3V!cvcTAoyFrk}#h`9wyyJl=UU%P62 z^}xdSF+Qaq3PZC(@1_hTI&NM#0jxgf&|5dn?h z)A4d(vP?08gGTZCkbuLwi(BL!J#(S^hBW-L3NgW@0&Lc@;T$V@f^+qH-bUJbvbjM~ zB<#0{CcOi-*Qaldb%Q>C!K#^E$u7z0jyXXpWwuT(OsZY=l`;+KJioFKM2CNcCzyt_s`Cl;#GQs7n4Zmt#B}t7dn_r_tNFHU z3>FXm{#U~b0yb7#Q2m+4SR#I~S#r0{jBH#gQ9-6<k@ zD5C*`*wntZOkiqzSOu+v9>s?--x(l6={1qfGso4&3V!_fs>=|k8KGYfRm0P$+uSbc{IaQd1jvvq6G9r65y0)#gwcDAa_0iQbeK>-H$y&> z8<#IlQ{SvxrHn31lk6qx(7e%^{MR<~!ZQ8oyVh)I!>O&^!4L6DP-ANK#F$z5bzc7d zKEMA!vw}57iPsTDY9KZhCbFWrv$RK~m$je7y$Uk>b?lVMculq8J75L`k#m>8^ZogV zPLrcG^p}i2syH0>gkv=x=KBVmj~X3)|6(InP1DkH9{_{OdrN;pC^Q1i5d(#h< z%4fiyr2T_pBc(7Lu&^`>cpt)&Tv##Q$51Vo-1=G2{)RNBQe)6v0OKSm&>P$3BmI5? zWKAo4k<_!uD`D|L$KwY}Dr5U&wYRM-H{WU~dLdEtN)_9K<| zryVh@eUs<`lL%6Ik<2n4!1@h1zUjL~>PDfW$$~x$@&>-M7kKli6mhPG9w9xOqh15V z9T0Q52eM|_bn+e94}f&x1Hv;{#TI6w@-JEpP#0c2Q@P}o^Wr5J@_ZE3ygs@Fl|qgw33(ZmKN+B_m{Zd@^UnrlIe~H=^(aYt zs?>v3zAJ_pmkHf?r?yYN^GCSbEmyf~vX45>kaE!=>-*PRF_rVemP4Za#$AatA*rVe zuviz=g*OsHr~>uzG+c?{BH=Gk%SQj_4q#yP%41lqr>tD1=P8W1?-hcj1Y4R0 zC6`nSXSg*LRA7Bd>6yJ7umGCn&OZPA!Iz~z2)uP)X{1}5kU^QS?9Pi2M~yrGm8L*Tr@@`=S8qQsPn?g(h+&S(55V!mto-VMl^+vv>aC?OGe~G zTzK};KVXAo$E2AiFFVk?GqI=u>5f{^vvn=T07qrAD3Wk=h1%Fz&mDw5cX?)J!D%JwW}U z^sQSsBes71Y6ugW<_?bRkRIB05>(MW$Y8*&L&0_$w^Jbs65nCpw-y0O#%pd}nw}$sV8&xlQz3pFtz`cnqYJGYZTY z?b;1V^YQp@5!4bRA>DY2NbCOv_vO{tnHldBG9%;-Y%I4q*=TKRp>W zjoec$yD)r^%WYW2tYKSjG7ii2#;c^k=7V4=w@WjOlJ@ux`@NVFqO3C|k?s(Lh9n$w zgHfSFo%m}GO5GJ`pwB>4C33R1U$fC_pwvU36dS4E_>{>yT3>%4*uQ+)-WU5SA_*y0 z)aER3TbF;Yc1YBOO`&6$s7mzns$%fUJ7GKI&HZSdT<+(>gth7aOcDVq5Hx9tlo4*H z@U;s@kF$;%_fNO~dvZ&vV&^&NgD{pbxqqC<$HGP38aUlv+uY1NqFh;m$jAy=%?gfN ze_f+AgeW%Ga4&LB5^rY3_GTqoTv-^TnWX3t!isDN|71zk#>|f#kufSkz2XO}GKfck zoN7oeAF=TRMa}F+vW}6Z{`GodC1W1AbiwvU@nO9R+=sm2dT$>*gCn>J{ZV9`QydIX zq0>_GVcCK2kjJSHs+=7?72RNBLzLTHDhQ63Vn|7lPeBf$G8jB(qU1VbzGrjGjS#nR zf_DVT2oi;!B6c*_!Gbx3|CRE478DnNSKnMTBxrgJp4QK*E_IVM?>zE&p8Q;~JhWax zBHI3G(CE}usEuX)_qMNB9zz1S+@{Uf1z5fF>(ydm2+O1C@19H#=t`r5CG8n%k8PJ< z&O-0HNYEf7M-lxru{SVl{X=e(VJ`lqB_j`7kqAVxXA#}>h{XlWgLh-C7~t>6Vg}Mx zki`ENllJdT!dTlXhCU=paW<4X%bR2wL^PMNdVU^hME6iI7F%ZHQb5R6=fqO6J-^n`GTJ_;r6IXRL~3je`608}t=)L`(~^I}1C}Yj3W zfagu8Dk;58XW)IQ`Y#M6IfB;*K#bUqe!>OgmfQPUoNd}biYEeOtT&Ml$np{$>?G7T zz*!o4HL#O-jnCv_>tb0z-ztc3^CsT0nA`;m-;%FHL!H}96ApfBYAd`=^wgXnqBP18 zp^z6^HkCaR2n%sckIpBxFAAL2;!Dnk!fK3kn_hY`X_dXxxV6J(PsYi%Xol2o>@z0R z0)h1zd>$md$0$1I`ET5a&Jc;*&axRB1n+mO4k(=6WY&YuhWC4(1$Hi4#whhfwg?dN{sF-cm++LZuE zDCkq8Wlx9B#C`cxXg~DKp>=e)H8HJJ-w(Kj{aErks*)L*tG#HS+%{Hq#${RtdnA{Q@E{>@{syg|pqq7ing;;loW2_%>5=PN0iy<9kt9HuPjc=>dy zGO{}m%oqLtM@m$V7n6%B01I5)}E{Qkayc z{-bWYi0EZWiF9Hrruq7SX!3&{BIZe|pexqBcy|&0IRl=gjol|}P0R^bMF0zJpz~O= zJ>PU|{x#@IFLtocW8N2<)wQqc*y(-a0pBALF>l@(a-@RjDWmjj?H^e%{@D!3io1pW zy}!h=JLalxB{o-_kHy48Q`kR3NE4`iXU^)+Z{m3y%bqYgfwB>YNV_n7vic?9tZ}{t z{9N6Vrl^X=g2zHDl^e=%i?jhXL_NcI9v2b3mKa?9P}wNoE{iXR%t~#b5U|mcwh79~ ztz5slV9hXoyTJ=aShOOCVTt-v@3GU{1l8AAHxM= zz>?&v5__}sH$Z(D+R%iJab0rOl!-~$jBdh(`#Lk$CX!7xcw#c}AM_!Fc2u&5G*A5C z$ZaKebtq$PRRd@9h?2pH%<4~u94l16*Qbtfzz1Xa;0{2r{-2k#i z(C}M)B%zV`8LlLx@}+j&5*U4GG6I%=-)-$UEFu@gs~wsUDtSN7&kk46elIwwz>NC@K@X^oA-+Bl*XOSE$I$Xt1ni||`#z9D_F4_AKO=8^G| z(E5ei!7NK_`Q$mlS`F}dZej~x`rp104Qf{w&Y*{=Y^y)zuO#|uPH)Kk(MCg3WK8@) zdr(enHyMlsD(2f+|GIje!_V2iF!J|tsUMP;3K3NzzCkyc08pGD#0M8^(zQwi z*+NtRE3F)2a#T_ZAE;GIWf*qQrXny*q~(V+r;yv8_wF|qj-kn&vtsV2$=HWV zD9gg`>s#m)Y&L1ZtQCoO6id;VBMykgA0P!MRAt0B;8FXw@VuqHa0HctGIZsn)pkdZ zk1Y7%c7z}i3k;tuDk&=UC1^A7B4HG4myf}BPcFJr?^|$QUP`QYAF6@`=xVhe08q{V zc#*$89YbmXjdJ_r%e5EGq0R{lsZwb0_l)e-igQ`J+>hNss} zx^dW|_hsyIj#W~|1&HW=WNu$(BDc#;6Muu7lTgsvdwQ@cAV0#L(>h@NIlC^uONwGo zvWNVU_%Y7v@hL+8525><&JBXHRPWWBbTuCY89$BQ*qs(v-4C!<-BXFQwHsx$7Vo2S zUo>hZEjsdj?_)cFH!^ERcP$eA+bNtU)$6}@+22Pt{27@|?n+Ah^F9B|JP^5~5RMJ2 zR02FZeMRf_mC%%e0G6qbCfdJ<$uiXw`M_8fWk+_XBytNqi`++4KH$I3^Qi&xLIT8x ze-RU#<2SzBbO0@?I52^e`YBe^_DE~HbV^~y!K5JFwdd5#!{Ww2pel_+tVJQU2Rm3j zrM=&>b$hQJL2buGoG%99!Tjv9QCQP3;(I#Q%>xo!ky*fnyGXH=Z-sX=46w?}@<4n~ z$hCToId#^=JLuWe^!|@I6O8xyXA;k%>pzX^W@DibxYkyJv@kS8gDeTxra?ga^ms{r*gS+h9aAUvFb$G{ zE1)1;+STb4hs*Z%v7xkGtnL=5=;A=mt`l+it->}aO9awk!v!a>Sg-$xxYB<`Ru~{T zGIE!EKw{r0U@YbVV-2XP1LQ8Q<{_Cos^`~mq=$)~a`O)ZJy@(4^j%eKQv*ra>6@S# zc}cAX38x{d!#q6r6MZHTVHn&-zH7ogq zn~B0y<1EYGh(Jl)C{rROCQVrdcW?vU!gtXYMu?1{vDKFepGv7dh1_0^H3`p0{TN!6 zou9$pK;~xR7WYQtX*Zx|Z~Ppsa=k*jE3Y-xqw_i5RMDNTCS>4H)SjaDEk9a?N}#%y z7#^G2V>K%+BWCoCrUl-K(ae#Dca(w%;yz0qU$qD&X_)yS$OZAKEhB+luab0|p`70E zdx`gOI-qyT&yW5T%@bVN6fB!KBClAYs3Vxe8?Ab7td#Y8GI+0v?W5T@#a$Nr6r^ni z)*wFj&Z-6#zx=6~I&H;-F<+K#7-))hZmM5kLci%jr4DA(q1Q*Q`;1J62>$YTzJJnM zm{9%UHO;1e#KqO)*=J#F6&tya*9v5n9SAWR4U=$D3)`$Ann)IjokCm7Q*s0Ue8dOzH=?>IaP9)!DGeHd^Jio^t*!H=B#S2PGx$Aq>dQ5iE5%sB*>5}8_5(hr+0J5cKfjx>twf~>PiY8*{?#ch0RbD4J z^VVv^1W)8fc;}1q85R!`i733kAcLKsUS&WNgZ2bpF0uh};H%*{7%ZyJKeE+sk2Ci=YpBpIkotqfg$iSq$$yF!V*qPHXEG5IQDE z%P{3T2>xR-rF1}IJtBNQ6_O0iMLRyWett&AqV;%^z*~zxH_!9#RTT~1YjU1IyO8?< zN!UX1&7U1lWqtla+09K}<9xSCVTx9t_)=X7kftPeY}54!>6W=@FFI>L6x{+P37SaO zTuL>qT@A=HvfQE{d~CoY-IFKJ(J9QZ7I>*rgFO&SPGVd1z7^@mpH=NUM~HVS3RHZS zgU1L|+VH}>U%nJviq!*D{vG5$k$7ut)M$zOZSU~GCDElR81{G0+VF=;6ICVQq>&hN zlVG4WMMRfTF@TAF?&oWkFz!*)YoUkRARmUgQ@PyD3CMqo+Ggr4J=Q}ExSPJPAIkzA zD#Pp&^M@&8be!qPImZs3uV;fq(q8JI-FRKCuj(y82Xlnp{~^SrluvguT489^oI$=S zZ{XyTPcU}YNS&z{jY{}F;a!-~9CK}@Z^##PcccThWzC{sZML7X2;}y^$$tAvg*T-M zYBJ3IIOAYQ_l_%so2e==>zrVv-f60eJy4)#vJr1EJ8*|#v~7S`l2$!cRy|LdkP=?B z97TIaL*3-cRCEY7du$)+nzit@-RkkFl=7wV`JhwM|HG7(b#2XT7)(0QG}MH8UQt##`kd8I_cIw60X`4=JB;)x21z_X$| z=N$G?K#16Zo~{0Jp)FPtKt*)wqSK5Q4ttzb@u4SAJ5d~bC%L^jF`d5IU-gc zIimBVQ_>nCk*&l=bnlfcs=08~Dd?<36QT`y>efN5P0$dAm98c{$It}{FNH9xoWV3q zVFAvhhzYU{z%gKXH|&SHHTKZU`1!t53G1Q$gSa|Z(+lllPG z^Kz?w(7M>iCcn4Z-g=tj0C(bj6 zJA`!&i3ap9`~Ud*4sfdb_y3H_%(3^*ip(;yw@M)u3OQC}6OO$(W`#mlNum&vk&!J~ zrD5-tJ+sIE{`5TG=jnOA|L^a*T&_cPPUn2ypZEK|@7G$?Z^m5MA0w5vbygC$z&f9x zG)bfz_hQd#9|Ro|qP29((1E6rBu*tZdQNAR<3!wZIy@e&G$wbV_tA(46YZlr#~oU$ zH)j+Q7t)&do2WmyM0r|Hat_a(YcAvAu=Rr)a{Pdnpzr8rC$I&Qvqj7@$XVVSNrPpE zD8tQZ7KxR8xrRd`&5<#`=zkv<6<%1YqEAb&Cli?hAO2L?}q9VC|*gV3qM0%$qXJO$Jl9=Dv;L2^8?8m-K9O) z0S(AfZ7Z6#2_ow&wc{jAxn;aLMb-9#O-O2iTcfYK15l!VpDs#lyruu_YW*%hN3D6& zNgkQ#;k#chi8wI_N~@TIBK}&@7iXr+gPgf1U)PLaKs9nhYd|sau>CCiDOT{B{+YtW z#0qBS77Gyrfo8qlVQ<@oYj25L(>6#Ea6r5`UBcP@Babk7WMV4*kcX8-FYjCF0h6$C z84Dr(f|`wR+lG$4TW(;86nt6W$w8t@P3BQ zB#w>7OS!j|AQ!lK1HU8yG34S4xvyBcw{wEhnRaRetL}ndg^}vG6oeOd$6GmD^X6&D zeDeEHBG%+4Q-|R5gt*^>DV;?|fFCOX_D3FdL@0A`i6+`b7m=CCvaFE1uZ?=vakFId zGi=i07cZ7Ygn2A-qBlnh)?p5^5NxuO>3|I}LX39v@MNBb(eI-k2(uK>-%G??^ixks z(Q7hC%?_keDM^7Ww;_Jhw25ps#?whJ%0yruIIB$yk6T2+3{{gZGSSiBDrJQP?VTuc z8GO4Mx!Z!I_va9i66k5)vb-5wOX7Vv?|1zDqU1d<#iGLi$(S%#ZW|GtX@F$2J{};vApCJAW?&=4lt~-X^zp$J?Rw0-F5#w=`;~Rle z8^9s}KIkU>Uh+qo2OT-(gOG4avD0b%)g&FVV^~fKeBD}+O-8aOsR!w$#u5XAO=eSI z5iohI*RCNONuE+FWA%3=6uBm<_>fh;N8L8`{<)Vt*BUIVc^n#wa#RKsjRUMm72Vm6 zGz6W--PDw^JwBtlJyjhoq0^1>MM{5CqCvIwP};j6X^Yt_pO3*{aB1l2v^fJ^=3H7r zjw20O7Iw~Osl@(qt$3iEOvwqL)O3vBag^a1#?qyGOeF=MM1AL?bUOaPIt*ZxBG*Z; z9o5W)ocqb=-LQG*B_6WlH;ha8uvx`5ym&u;>HFpcb7rFlwn$8*XWSwo{Aj*NKu`-^ zNUgJ(Db9XSI6vBYyBn(z-y(RN`R;u`-UYchJ!mRIL;`ArBD1*H42gLqVxfi^KwA>FvxN=Lw_ zazHEzd+kJ5FAyWBN{h%>Km>FLHC54+Sac~R>`!LEEkl^){V{ycL zF^u3PtJi!X+Xr7UU#{KvoMmYv__LA^vC`OPiMaQu^cQ0J^uC61_yaRmGiASF8~>Ta zAT5Bxc}~>g%dAYDPd|T$w5W)2v7TUY$1HZ|Yqli0#6=GX)y(-$`~*hR882PQVWl+& zA2H<|u2Z?_n{s!zI{V(1PJ{VO7ikPEQ?_$H2f`9S?5 z&)A8skweMK&7G-I*F%i>E`g;_t5D(VbcY__9{r^AUgoBCFpzHtQvR0`)xJ|1_ibXa)&b~{xg=q*^Ls~)@5ajWgaJk^O(0Gp7!Y1Gw9y0#>?tZu^e4aK(0 zQZH5|v@zE$w2-I=sVMw?o2^H6D?MI_$)xT+y0f=>=xcyFfqwmS1O9{ z(vh^2K5)$Cv&R4QO_WUBC8-;)JkxMXhtz2tDu?lm+Zf{yFj^GEA50X6n0onDpn63LB~;EF&c*1oRTd5i*v_6 z3#GkYtD_s&=c_r}L?R<_+catzQ_-RIjFj_32O+0?qG9kP=)D0);$x zAHPa>N>l0(u;eOJbmLGzhaOt^7e)-SL?tHalFXF zSy%s7MC8OmF#z0x698C7d&Bg}Rf*c{zC*6I4j4YlOQKl=-pPOFw!IcUqH=i1?W-l0 zr15_=Soh@-n1Z$ABOOoqL6N|-`l{KpHR#81ZdJ&aSG#vFoQfP>O){jX8=bq(2=r|k{PbeHLg`#Ev1j}`tzc%u+)aj9tI{9#8EzeL7ux{9Wgz2?RZGs*dI)(?=d$_->v zpek0@JQv^OuvvKhRM%E;q4!`_Npf*|FJ-HD7@C{oQ!A2k504XSM&Y ztFwvk*0w7U|4Z5M*WEQi`pcxeKtM8W%y8wz#q;9^WbA+9Q%{yD2q@(&IIdrIv%qdG ze~2jUszFsm(~C8+{b*vegdxH&4=79vtK`K2X9nMDzTNQMb93N#lH@kL?y!Gojq{-SAIS zK>vLdKXh{m1io(^N9*pMpZrnQ$>^|(?oJSl1ODtu72vyGRMIc=7@OqeLCILN3 z*vj}|4ER^Kmor->gWb&z5;7N-+nxF@qsgCy8sRC~4wpU3CXqz!&o}DdhSK{?!>EZ+ zno3IGOCi5=-JuGJjg6GGZqh_5ty7X?eO0)Y3C7@d260+5;>n^P!kb(DgAB1?EC&{T zpze5eIZri6;hjt!uG>Eu4t~pZ8L=Z6?;0^i4o)Jd#Czb5pn4jF z0Tj3nD*iLUgVkj&P#J))0e0U| zZ(m8J*w!~DD);$p`c>(wtIQ|c#D|3oozJmL znD)TPv@-%t&YMMXmYd%JO++>qRIILt&-AvkrO&KrIeUgeD5C6a-1m)J^&b*jnawrYm@Pspx+3LaYoEo>GD?kvX|!VAqX zFVcYAk0gZ)2=t7wL^}?g4erSa-k!L~dJ||nUXN4RRse)!kfYmdLj+0@fyrlWEKdM= zUpl5CHU79X+AOY>lgGe0J$&q&Y@C;e{$cCHo@Rd7iaBr%5NlDw7a~tTre1B_ihPm` zp;JL*9d{_SmAHxi1s(nUV*mw0(4ZJPa(DZW{So=D{gq(E8bt<_Ft?Dq7((Tm)b`aL z)#!kazY5{TfEvI|DFyM+w5D$cgk`+Ox8Y7>ElJaidmhd+1g%tWC-|%7u~h&Rl?7s? z^C1@b%@?{FrMc>gD~p8{^OJAza~VQcb(bCNnSH?_G}pFM_iI#B+ALFl#Ix z3W949O*hpMxz?B%xC|)?AA^4bTmu#wJr6au4AI_6z1*!wfgWcgn@Z3NYyO$F0 zC)><{h|cI?-NNy`{4w9@VKV~vaVOtX4g*Zhg75d7#lR5^{G{W9*A9h33&*wCPE1KK zo4Q`Vs+679CXI2lzg)exDmU)+{_^$9=`KZ>mO2+t-y(=qS2}api3HRW#`z4ap|;o1 zrbt4!9UPwKz~PeIU1<99NAK|ey}cCf;+C&*^LzS6@coAQvf&zl@_;cT5Wu;{E`{tc z|76-ubVi!K%Acq;)hS#+^E7z1V7x_H=S<-*>;Nv=8`S|Xx-9txdw)=6&(k%m=%grB1y~7!!s&Jv#TEaUqg44FNZ5%7j6I+c?qQ6gHJv!q`LLBq#zc? z_mxkGK*FO4{5~@I2e})?e*E4K2ZWnq#LOvRe7U}^iCbl&H%d{_fbOC}OAxheL=by+ z^A~Wpf0GyH&ONvt=(~ANs)@)z6Kj@nB#wmW%b}9J!Q0dSxOjixWWWwg0<~C3x!YCo z-}ogs7mp~ajfCt1W`0jcaXHMt0#p@+!vDFrzPQ-u z*RK>Vv`^$22KPwLs|`LiIL8w~7I=fKNE2U^TSnz7!y~<1wxeYMw1)UUFd<|lWZy96 zYAQD=1adoc!#8wAR{EV@mW52x1>WTTQD!FFt(g48E|@;8(uiHcX*ptns61(FVr`_- zeE+0CIz)ET$sr*RFgwLoEL|BAb`oCLtUb$H7*r$n}f z3uH)^fzor}i~;w8@nc_wyMu(}RkkpUu;xh`cT>5=tvaj9&^5(Rsp&M_--%m?g@l{{ zGEY|GoA3oIiZMYn+@Rk%t&KHRu&unb?js9C{??3`SIu)6ZZ+oZp~9I~ozpjQ%J~gR zSBWU|IkbN+Ae|GEs1!uGLH`W(h~~QTRWG0>C&TEYftp;z0_+V$DF&Okw1eG1>(^Vt z*R-2qrRlb^i$@t*w}aOm#qJv8E3H^Yp6pC2oh7q7>r*%Tc_VlF-dld=tGe6LSSgTlB+hqPoCU*l`{*(5 zIuUvk7|d=Q5^c667<;x9I}8uyJC20f{4YHR45r!623*M@o6G)34MIf{09^AyO|W`H zl*euc(@&@fmO*QF#szR}AQ&lp{(~dR{ws{lm~o$De7_J%5nso&CC=(a@SZ9M;Gqq~ zH599Wm330o)yaeiBBTLh#bYp5EG2=+NJn=UAL+K6Hdh^*Fe~e%o#`R%ythGLPZ{wO zSa6I7?tCOP&zUe!H%>DSX$CImK`Y>^-Q_b};n9Wdz)_jTgt^*Hr@CKG%=G6m0FP$& zl6$8#EMnEK24p9PRWLsn9N0>-56iotEPEM7)L$|q%=Zdf#1QiJ%b~hHXC41KbE4ro z{6%}FN}CEbY4!NX+9fbxa3s5l;|7J&SeiiLZ>n!1w|1(13EU}W+MIkaHMBC zA9gpx%cv2ZOwBwCVKs;@3Gsug%CG2dB;x9gnzLv4lfU(MJ@D6(4~W%(!XQ?E?w#e| zyA$sOK5Ck6#24zUHXv`AJy*4IpUrupMl;fI`9B=Er)>V+pU64YP7)L^<9dT5DU}sH zIs4{(?-!!@fxxY_%TmbpArUcXx%xne;Sx6f9!|ifrbH_Y7o`HKykuVVqlZ#fRv8)} zpRqReemVlA0s~%I4pu012@@I)`7saL9h6ZsjJOkbX}-&WCuQg&9w;3**%NQC4SMIWcyV8h90_J;cgJ*lE!;by0li2K(T^xqHuf1A>W+ql@{KoGV7po+RRDPfVIY#ZUB z(d7S9*q{P3l%WKa69)B>QMRxWo4Nb1_Mks(wv zc-C;;xf@gyM@U$Wa3*}U>wc1>;rJz7sl)wn8`MSUu-MRRz&9J!kAJ5j$rp5F_5do6 zOUqVKdIPX5dc6T2r_a28=2_^seIRr_){*xHPV?&C*vzflX&zZpz=0xV*(nF}NY!FgE^au-E4uIv0mPY2u7Utdoe$U!R5aIIWW|L@-t@!&jK zQLAYWTc|;}M@I+3SbZ^p+I;_U3kax#w3a0xx0@}(Qs%E)zxZ)$2=F6$N%dVU58@xV z2CyG}gT2lIjORqF*+|eY9k8{~W@yXzj6C!jtqUO>MdM(usGiw`S~!@w<6%L8Xf+f? zQ}EGzu>1tv)b0w@6I?`D@veQ+)!#SEWK70a!JrCQSRRZP^lW<^jI{PHr5jpB?| z8t||p_4pybvUqN&to7cwYMgnGuHWHVy3dBejVa9(g(owNf!}#eZ&z9&lCXmr%TG@f zk3F#B76;R(dY;tJ2?m9Yv^BA}dfv{%go5yV9d~MiZEz~|^Q}F)82w%K0fZdL6VEAu zw=6pJ-tRE@qyhT~5CBSjaL}IOj}|<7Cmt?H5tQ$@kYFY)b0f$0Jy$1MHjE$G9q4p= z0UMhnPM1#k#ie9RB#XQGfwtIdgT-^P=(EG<@ z?L@+ciXpx>u4}!2FBt{=h|@SKT9sSwx5hZDq4JJY94Q6Q1KPicoK776D29MlSf(Un zX#fsCzRHpWcaa~G7(00iw;>I56*ihRk)8IPC#!*2N;x)l<_QveUa<(< zZz>zjJ^%vkXS)r}8XGk=>Xls+e@OG0q@L#hNC;I#!-+8w+cxu^zv4(?UV005{eUzsj5uoJ0>5j zB0P9dO`Nv475P}b2m{T$1OTxYcqQy22}$F)FNqSk1MSrwF;n^|sgYb#3@*B@kIxWS zu$#-z7t~Y8WQ!HTetmWd-lGK2CN#=ODj$uPdx235Ve=~I5yedyUEY@MDg|`MbNhwR zn?B{D7F6*q?owf$mh?{wNpm2(EGKhzu!XtQ$8b@vg|`W#a?Fioe$MY}6L|xh9Tuw& zW~qH|5P0rCBRf6b_)oJZ(Wy~%tS@TTj_77 zpzCCUk2@tb)Xg$#He`^ZvEAf6wAYjy+I?uuuHaLed9MF>;O2UC@fs9_`U4g&a+}V> zbi|NJQAhU%{P}vrNkCf}#(M4lSo<7=phe?&Wkma1R}>O-M5qpWNt|}-su2S+9QUiE z3ZrEV50#M3GeQCf-+>^%j%0-sS4p@ z@^B>QexmCv$M!6%MbMpiDpn`Ccrl+{tSp-IUjps?$3J# zNqZlTKM+uos4RLH+B{c@avsm4$N33E({UMVPUj}Gvr6m0nP+V9JbUMBfop(pBpL3o zaOWq2pSlK!Wl``zgAqu+sKr?wYjDI_@k=m1Lj~v{YW*usHP047$!5#rw#{-G=s0$* z!MqHk+!ktyTIb>uT1>DdK9OTaeeyiBa;Bxf5?&!^iO}@|1J(qO-4=S(JV_M$IhJv9 zw?jY~HsWG(md3_#8&s+f%38LR<;Ns=t(Tv+ z-#@WQ&rK}S641hvzrA^PQ(vdYZ7#+p=rn7S-r~$2S$$Z`DNTiu>IjUitzp*d+IESt z9W&xXvyn@w)qH;t5&pk*H8OCE9m2i4|M#(=t$@D_u4DZ_F&|pd_`=?pZNWd842JlI z0e4Hd>c31Pv#Z47INGLDCkV2QguYG$ZCL?8LvPUwVSW4=7u~J^fSa4hs8w67z=u*f z&T=8{xuRso$4b!#J&a}3c%cy80chGt(z8R4NE%hK?cua)V`qv+bk+lSvU2ZeX0phW=NkrlS_=7aEtP2Y~#;*^8GAP{EX^p>#=$p z=;oYWjOB@&wBu}P3v#oTg(fb6YMh8V?cGX`T2CY!)8|`Rp$V>)6vtV!L3Q{vRc&|ak*GwH+S=h(`)v4it-sT8L)_v>-v#{lLo z9GjjM_aSvdVm_(cUR+=r6=!X;lW6HsjPDF)E_L96Oc*hdPyiGc?sNO_ynOIT{usx( zX$jW!Y&QU)v)XCNrU-_U948p|zojaSvzUFulj$=1innl7=<7iP)sEoiOY=>BiFOl4 zw137vmh6_jl!!4r5hCT8ae+pn%0$Z zDFd1KP-E0&o9~4sT+06<^osSK+pkQmrPPB$^W6Zfgk+5VIxL|QSGr(}ooE8ur!0qh z6K_W?HXxJd^$ZjjKZhRQ+}4@K;R1P-~d zWtbn!{4g8p?+pTm^7mQsm+xdP@}^R-Lc)=Nl%1&YkVh4_*YFUd;} z#VcnxHBU$)0eh~WPWXtUt+gdEosC{+wt<<;Sc^{lK&NO92eYj)rg1~IZFlB#8lo^( zP0*>z;otz*jynQ5&@=a5)3=I4JQOhz#*pmy(JkDu2u#coy_U!x8GYkOm_oew^1-ZE zmirff(l|*CR%0N9n}MG|@Jr1z8W!u;!6RUJeep5vLVTgf>!@q?s20v9Rl^RIk5{{y zub3(RbE1QL@E3=Ajx%HfD9l z?Vg!7Mj#pQQ{A`x-oE%mLkDtOF`m{|QXZo|xu06^pXFjmwXR*?^e#zK09ImWPt_?N zi%c!hi3jY6N{<~KbMe;=mgS`lSOrT{)f2OGWAq@lCl0dhQ$!!{bU_!KU zh>KZydLX*8lO|vn@;@O&1t+%U*M7!*7Mp4%l7?0JU?BQeCk>9X%M{y)E#nyT=5t}8 zU2+k&p$C8XtWe3}Vhg^%zLkDOpFWfRdYMe1s zL5WG{Rj~ytBM}PZir1-LH|4BOh_pg(uf1yUM74J^^31T{imN6?+z@4J!`T z*X(~f;qozgWAmHdEdxb~468mVS4M&=^1UW*5i1Om3C~<=4eCb4YN;h^&iA z9eX~>>J?TlE?nFvU-%{f#>`%He%Xv&%95>z@2k755BCO!UYx#?UfeuV-=neLeh#B1!u;rA z_UdISIjAYp?3VWA!nxogQ!Iiy^U3%u)(nRHCq^{P+;c@fkBb^-#&aN_lDA ziMVVlq42$; z-?R)f4_|q%%$O-#$C3U13E44MbuV)cH*UKJbECeOQ>TlEbRXVo{(B+*wIcs`@FW|V z@MM2W`~wmFW1m)yIwDlRQZ4DeIH2F+5fJ5n^z|)lAEG1v*Vpz%6C}4*w<>wgwcF^n zp0Z;-cnALLFa6`k`|d!fsK|U+^xFtr;XJp$x)|cy(ZqPu1iFPc9QKc{Al|kALg**t zaVlTDHm*7+XmKHJ1?0-lA-T`Q6{m`;I(`@HcZ+svunEeC_GaEe#G#44u^@+FbX|nwVkB_}#zYEgf zo_xm-AJvd-=2x!@-W}WLlh?b@GUs`9=O1qfJ`D-@sABE#iKH-qLdi z7?&0(7c&`3goJ7h)&W^9yuRe@{%a91rq(ByP_=Zv3SjA4@vvQQQDYPs&+b7w>+}Qj#}cSY8-``6@QNEXXB6(1^iywt|jAA3P^CL14{dx>$Lp zi%ex;VhsjGH*q|Srwp{M-#iYmIjHv1?Em-m&^9ChpF5|V^G0ER|7WO#13VPU=;Hy#BM=j~e5TbShkb zZEVD*rw0c!ZcAyV`);y?Eup z?*%b(H?p0^kxjZ3sX_kxt=UDMc-H0-wc{IaTNChmgA59M9DwTy1AqSaT?L&Mim4+_ zR$6eA*{!FR$*F2Y2@_GL z7lxS8kSy>c`Qz>Ue>zXlrx^olPSE&g&MSDs|G8@3oPZ3n(%}yv*8BpUfR7sBYyzLd z{?yfM6mj<-&IZ44Dhjofyx=O?3wu{Ph`eoy-@u?U8JIXU-nCb8|MR?my})k|c%LG# z|CIW5>)-N{09!(DpkZ9E*#}WlBHYbQvDQPC<%%_fu!HL-ivND0|9DJ9768sU$&fhq z6-mdQFB^}^f{!Q*!Zkx)_@4^@d-eYQS^n`jUKkwR5(6LxmBJllY??HV3hOso$J3pZ(a<%6s?>TsRp3#OSXPWe_01SmFC< zqzTU*_63CDVK&~U!`Xel|Nn52*UHtn~xWE(ug>XGl8Q{Nn#BF;}6$e16xq;&j zKbxZe=ZnC{fk>1+;ON$b`8JX#*^WpH`M(|>Y|6hesl{Cbdx~VZ)q1C85#!o<^L;s= zorW>4{+=R>NElnkAdWljz+jz!Y3FyiUy3*yBVlw%oVoSqjF7?0kJP?8rl~re25XAE z_Bj9+BqV9FwVwup8%>1u_uM38VIh{l8QcaYE4=9-?_&kGu_bH}CAV0RUFoOdAY8WA7(B&_%)EIJtyuy#DFORIv1=LVpv-+{ zqNHH(EGkL#bZ{B5M6kUX-~cl1Hn7q$-F5w*bW&;spyC1#-S-o_;8XZm)Z$}LrB!+{ z^Xx+>u2d&xcquV}E(%Xe3qX)v0)nCzi={kAtnQ`?>Q9KlVDADpPGAISN5+@n8qfc9 zG+LK#QfV52!^ZtzzX!$gStN5vKHCFT-fislP?%`jt6Ziy6+C%-cw2(f0isTZ znpL(d=)O7EKH$Q(>Cait%crgs#DzUsABXGNdz=J#OX3Jv;{Gxw5`6lR6nY3Q3mqM$ zT&RGCkdIa7v#)gp;w|MjFUDH0ASU*bvx^R}O@kuy z^ZGQ`g`@7v2;(Os-m10qD%_?ch*b#U{eL}}@%u4Uu9=}&-8e9;Ma=9|I)5&oc+f(M zUP{AFBfyX^u)y@+ZS}}B%~6DhnLCnJ#L;2Vb)*iBzk*EP7G9$loMA<8AfXBN!>?Cj zgeYr8cyt{Q>@n$#bu9H*KYpq_wl%1vuB<_98Y~cQDi%?m9>28u{5|4KX!%V(?piE; z;5@Kc^iS8oGEKi8A5FIpGs_6BW{fAur25@e3Tw_V79ertW`&8`^}$qqj;F?rB*ujn z;J{rV)Io>0r^^p#4MP~R7-rez4InvO4VP&A^^*&U?6LJeW}-)zh;cdXhR8EtiS@CK z-!%F93ku+-JKDVd&vJq*RUw?hc`axcakY4(QSTf4i4Jq5@gAFR!>UOHt1KNE5 zEOdy8gPYnp3%-aUN@wT&a}t{bNW2fy^l^V^#jVs`2WRXvcnw3p#&%AW0b$=77Qmm$ z%KK=90-D|bxV_vW0NI;E{RcvKf%s+Pd=s6+`|!VyvtJb}6D|Rsk>aTiE=+aMvv68t zOl>&*`xYs5pn)m-6w}!|Pzp%NJv{6mmt_o8$L|G7OWMzQMw(7C&O_Q;-k*tR_RU&0 z%H@LR2qLxQwkI-`*3GAYD zo-gi@Hhl9*ftp4n-B}~!lu&i2p~JETextNX8!-Ik$>lM_-^6HZ-Iml*G*8KeM#SZ` z<1^Bl(=XlagUbQsQ^*$n-WlYhl8XRPQZt!xB%S9Y13xbrJ*$S;z;lL_1%wVv_NRb6B>QKNCxfRelNQ()%d{BFiwB zsSZn8dYdfz#rGFmJjOS$7!`wfCe-HdUp~8djGSJbew=PDg8|odmLs(&x z4Lg;uGM@~zZ)=jEaf#yGz0G13mSf~3)!t84J+8Q-;;1?NcWnUWqjncz@F4@Ai?KnyEy(|8fh;bY4Au4g)wsvS5imZ9YV|kRD;nUbx#wi5^Q9T( zvfHG&U>jXc^AoN0Qbr@}_;(rok=l>2E!b6&ny-Emxwdoex--Et+u&K_n3G~Mq-A71 zn6emkyg}tya$SrfWljG_#L?kahlu5|@4ykMZ>6d9IO&zh-0+u+=wG|rpAQsjQ6t;W z954ZwxW>4B!GlOyuec$37RlNw)(iGLve}B|U4}DN^VFCi z;I8d2!0H4sbv>B5E`a%VO^-e}C8QRm2F~!&4^#*2lgOoppxCrN`lWKIAxTF+wPNOZ zpPJzgg!5)bnBHTLQe{h?_aSnPy`y?{=*tkC+kC2DGTSQ*xp9JJ<(q9pes=P-1&MU% zuiQ3k?mk--tOi=JuN0NjAo&i{2;6-Lbc_ zd)&yhWIxpA9l+Fa5oHE^)H-6XoOUT`e<)XuXAX0{fqJB`WSXU!QEuT}+pBU$p-+5U zKR<&fLwuYTCZVD1N3|JI*Caz3O+KIPD(=vf$L&a-jjK%&lfvr9$t^31+4jv}@e4n| z-bdlsreK!=~oI~V2L^}R1#pBhGkG@&0^ z^?Ng4yErHK9~LwZcMc9*u)G7#?`IJ8lu@9d5W%uZ5dC4f9p=aMQ#PgkNWpg>1o;yB zJ$S3e&a=fioz(B@;Ht$F>AMTzQv)LuZ`&hDSiq8dpiISu*Y;tI9!%gonmzXkKQ`5y z$T+Tzh9v#RPx#;E`4cO043zWZL{Y+IE4PAx#o-%opL5xn`bz_;Z)@#%iB0Vs^Q?MQ)p`!Gq&7(+f%FO?J$?vz6| zJNYE&L=nd>h&g(uUpJ`sgpb7Dev=;!zNYzVZ7wy!K@va56UY^R0>Q>^jVL%%W>c*) z{6orgRDMC)<}0Xih^f(WLj33*yN7dVNEYxfVW6`>T>omlO6M>kb1I23$`R&BRH}hG zO?CF8EvP9}z$G`Hp7DJnP z)7_UbRBEZ2Jn)5RU!tGj3i&RlVH28wQUN8u7IUOJmn58*pi|AJ8{}M{V|b`MZUEj;3CJ1e?n%t zrYwOlrM`Y7R$#2@%~7&R5tcJ!TpMS+|(%6i7R%cJaWCQ#WHk=d?@bNsIkj&}zi zi3&y7q;J42;&~-q8tte@&)EiV0(0`s5Ccf0Bw>{~#aTc~LM~v8jtk#JogVl2eilCw zIITIZ_@kk3E=i$otj_<0);emfCh|V{DEHDHQ6zhONICyIBzKbf#ah}k=;^NqGY}XA zIdf{rf!LbVv|rc;S{a{?2+ZTni+n6Oa;v4?|a8#*;nBVS(W3Gu5?YtS}ToHrOxyXlRHm%-e5325)?80{O=LvI$ zq$;LqHtd+(*-mbxx`P8!b3~rCpKmJLm}-2aq(mEva;@W&1gOcUH+Q+>j$@Ab0Ek4_ zXHoL%RNORVOE4sywkBgf_cfwv{KVdydTF)%^vb2O@e};qWMjhC0pg|OG2s*u2oWL0 zcW1^DvMvwI_zM^ThY$ntzdTUR?j7DC*3-y&t%$IHDSv;%Vfq+HF zXmhwG{sj&k8HoXCNFO{>X(N`ytV}+=LG_GvT+v@7;5dbh#wzJ&iPktH@Ux_F*>x;V z=fstfoR+JLBw|TfsX-tosS9ti)7zBmYcSf9;59~Aj>mR%x&0!8aaP$yfmM!shYv7i ztrxlemrz~dGmpO+hf1RkN$tzIOGz#$VKph%r|g{*v;z95)`)d`sGSe*Rjv7#W=QTH zRvzSiRxwM^7j`4(Kc-4`##EK`RJICvh3S$h9(5x{<1x3!(7^0Md=zm{&5$-{A^v?6 zs^|;0I&pj39djw}ZXNS!Z~~PNta{0%yOg$fbojcvEq1gyq@BksPq8g*Vo&(ga*WBR zyk?7P6IE#-@FB;Z6Z#@~8#FKRil2I@NVIAm?ueo|>yM#}m%h=25ffa6a1#F?c_ZI2 zz)#&^V!B?N7t5Y80H=6fn023JY89ZiIZF1yPo4sO{xu9XLltF)z?9<+80Fl&_a58+ zh2&n7uO~s+r?;^|gbgbbHaoeAvNX?_ePIdd2rUQK#<^Po*|O{>4fEn==}PwHbWxU^ z{k_>RYr(n7XV}0mQI!pE>epnKiX4_NQjUrGb9%?v^%aXCt^?GkDJ2#@Px#??J=JqN z>??FVrZ6JYB!RzW_@>LBy002>CQ0s238Itt2V~(&S9u-bNf4%1VZ%I%?EF8 z*&|NQBX>I_j#gC=+c#}I=u@$_2{orE zd8zc&qY1LHarLASHs+`9Z5k3wq(MP+__flP^2|dd1c!9sZu~Zfy(M?e8wzHDoepb3E!`Q!ko&*C0&HD>X+;C%{~Y^Q?2`p8d?HGzqrBpN!a>AK`;@;NmR_Luz9d-j3t5Fh@D5{JRs z4Dt&~SnjPE#<)!k?=QMrD3W(shKG`Ccey92H!N^8>pDp)b8xhtAwK#Xb5UI-ts8aI z#c%yv0|~i!o&InM_&!B&*wdzAz;bY0d?9vk7g9>OHVOlDBR`1`IM%}-x}WfAs=V0V zi$cBdxV5=NoL}f@|0$UDk*noObohj|&E++jg=R&TCS}Zz$w4y8o6S0!Ke&8=9h<{D z=H~Q3VufX?A4yGfc$62{;TVe3rNDZBZpp;b;aEX%sP?%ji=hzZeg*m|#wEt-$+LYM zE3pevXBt<1x9lmaW8LZ+XC7fEzo-ldlI%BOriQ>@kZa6MyZ9fUX#hb04c~<2gt)GB zNYhmt&?{YE{Fv+~_wW=xMxEI;KF{PcR@<7Y%CGvn>XYZFC*<8{Rkk)&@Mx4~psMQ~ z9-R1YEi8#JZ1fIT5?lzWo!kg(H>n^+!~-_Dq(BOKj|pI<+(_dc9-05H?*`r@yHOFZo4Oj zxm%4cGIDR6F|BWg=jFo?4}VPLl*G=9Iy?YW1{`alJcfyWKf-$NyvmDELCap;$2*ag1jqF6=HMDq6Tiz%s2&4(^E+HsZ z!PN|#mWU86{-pH1;#k_8o<2In(y8@Knkerxn+80>FAX82^6g_;@fygBWGndBp3-y( zr?t3jI=INj#LwQbT9(3=yadte_I`Y(3$81Vs*i@-* z`G!s2+ecMte#XyTcNUeF$_j1DF(}V*S;-}#^^Li)mK$U3lC5+0^M=8XF?pnrqxQ899_c6Tv@Y?nB zhVQ$Mv9w3Z^_&HMs)94-g-;hQTv)=J z4qg)9MZ^)NY44=|Jzvij3fQZcm`jd%+=w_C7FjnXhKA=PM_eDc^N3gVB<^YK5zcai zJe3B?z0%Bm4t~4+mUGs0uXm6kHuxc^jSKc-U$;ykywdi~r8Sq>$fCAg!@4 zjLyPcW*;7}2Bf0FwTGZF-vZ}~+ZoyyYUtGjL+A6#thbEKXw*}r_UCRLo=R0>i75G@e;6N&u0-H>dz@6c}DT&Yk>Mp(bWvkyU9u)9rFFa8tET=!s zvX)r^0ixV$UEd#ObI=A{SMZl-&bB6bNbf(nXvkPTTRE=Fv9K?g?+dydgOwjn~{-W z8ayFutd6JZ)+D3TjQ?RYXF#6i!S?9+#9>54YSK?@5;i^AtA>imUW3`-W&GQ2x|Rpy z&HH29sp)g_A31MW98<)fs@|W`@)JdR`}h3ao{7in_Gr8ozsbFDyswmxFCL&!7=ZgQ zHbe|{>q9Dy+#{`5qmfpLYjxAK7517Rd?3$;vCHtQ>Gths(c&-Z+G%duqN@Utku<}j zT`8CdyGS<>Eg|M&F+8Mzur{XDB2I`~>F{||wLk4Qe-ThWkp5U#9 zr0!bKS>NL!Sv|TPE>nBYyHQ$Mj^9+1Z#qG?VIe`b^5(!e#Ae+*+4r^Jr@&kqps!+1 zV=8moW-vJvKNBN0UX?jNLhsy(y=Hx%gXxWkIsGKV%9VpMcLudH4XgExwc`D@x|nlX zhmS%0R((3M{JUkcoh4u-6RekW;}+!)R_>MP`WLx@tVMJ#_swO#DE=S_`Y~-i|B;PB zXXQi9AywDK-plkxd7lfksu5t$mcIGymX2H8@$|0BX&N1p9 z?c${qJJ54V&9y08(-4|`v+JiG#4~)P@?xetyyMbCb<;13?<9*J$uK4~&!9&As3zsp z6tQu|t7b%MX)bA-)Pk8wtI5vT+j`ON(ZzS;Hc?J%2U|@Q0a(~E8t!S${c8#R_2Z?4 zBP_0KeK6{_>3>nb{Pcr}Oxo?_4IMbR>|?seZWQ-73cOZd=qXp-xYpmKclE=in}T(> z`{HNxvJ)0ScvP~_q~q6S$XFyDbN|tXe(=(|UFOe(kc?}z?x$B365(mgcGzAO_PD&{ zPHU3mS&;h5!OVWEuX$y{IJ&m<2D?P}E7gPZ{K}@AkjCy1$30=Gra2T+NyATT<0QY% zxk9{qW4R1SnY+ml#UVC(G_{t-p?W)OzufD|tpGXH&dd*?*ndG^UqcllDV#ZTiK2-J zo~cfUus^Px$x0?MolE?TU51;#PZ?WCZYxS^09<(I@Q2n8(oUcT*e@G`CtRLCg%ANjuaZl*nY`&m6=%doo%%r-danEuUJo9bj0qSx zqEek>?sjR1Se?ix*p4|jn;l{NioD0^7TpkWHc7hccY}}ySHR%%s0;fvrVbP(Jz#ez zzjWFKHBv0&e$3$;iyGzdC@zEh0$(})UPQ9QEYGt@l=VC29?xU>0DE59H z(WuoD%+R8AH!2_?NDiISB@IJ^(%rDnd7k@z;@$h* z-}vzbl)299IM=b(e?_jgp^!AwZfu9A%{4;9dr~al^GIkx+h{{wJ!@z9M4Xm^CGuH+ z^T-x>2tjr3RWL!}VSJO1w}3#JJV^w!@7*;`uc z(^~dSI4R$m);)%CnII0nXYQ~?|KhwEbR%BPC^~#sA9y%Bf)l5uU|8bl5Gg$NWXo;B zwr*?l;wb~JS^)>MWjAf+okdJ#=zS@EPI={IK zch6s|VJR)@v~a|_h$VVV9q!IXqR*lz3HIa~^$U$4k?D%|l*A4lT55JKPi=v!8t3c> z=z8j$B6*1oQHu1InETJJhC{pvB=J_2q4OsoNQX^b>oj zbb{1JUQ3hn{^;leD>eo!#i$BbZkPr8fPlm^L%^FI!*tWEp5WhK;jWr74xR@P6FWXR8DsJc_pi*66tH|<^L^cW2V@S? z;M48$2J(aT0M}QmADjRmqq>hp(byd4uZ3G}LdP1+n@##ZHv#|D(PXf6@1skQvAj8+ zHgSj#T1pO~+}h+Uu6W5DmPmTrEE?b3Ni{Xr1heyjCH*IqV%=IY7qXP`9v|m^Ry%Fn zpr$*>0V+J6ITT-b5<2-LsXc~aF6Os*3(KQt=OkzMeiTPD)Pqw*!pyjQNb9LhFnCQvV9GDFI>4ZKKT}pRjWzmNw-qj%r38$ zGK|s<=&o)d!&Vql3(5BU=<)-v-$0+{mXQd~4qoyp$%PSOb@*L!zAO zzU8}+lb4pRYIEY}jc=pnna}why2+32&L|4(Zcr^<16RO(dQ4=g|8M&Y>c1)THU_tH z*Oq6iGuKp=-Hs-WjXR(@t&zX%yc^7Sx1<->znr6*|HUK_L(L`4Iu})^VScH~??AJ5 zadp``0Qd$%$vO)ilFy6y7*RwN*3gD_newKJyaq*U+cs;Lgl z?N1_wuXLXfJIs`wpcns5s4)Cutz*pcLj$O$cO;Tvib_<17YXpj^X{(Gc|=6#@y@{D z)at9|sSb)z_A=E#NdiX#e(c!6pTl5>@=_=^5*~8KFhm^gUYq3)o*dqY4psS$m(RFO zeRr4B@CsNIx>Tu9d6LJHm34=Xh9Cr6IIY4(bzg=Jmrf7gVqd)Kjm$n39S3v=w;rDB z{u{I_d;9|IlyJZ40p1>-I_sZz+!C=9)VTk08fJbWo%j7}SP+3n^|c0P@v!j@iO}*H z;kQ*?h!U_LrlB3Nn&mlm^h#g;+t?ea?pG-s6m*Rb@0F=-#->H>1;;))O8Z#aq#{ zhk|>yOF?kA6sgL=M7jz9QjHXN!iuP@{4e8W<^vK7ejvd*@biLGvEDgHssxN;;$XXL zf*L|iAa2{%1tdAGlnakEh?uhFu{LS$F)1VgPf$f;-C`{RQ9$vm>vUfc$nuPhpwo?x zC-N&B>`W>(YoE zN1+M7KNF#Vh_smDC!*=>X&NzSP z@dg7I&zq?Vx$~+gcF;8vX3=QKvBMSiLq$n)(J_i4>@X>YaLP$O9Pa~|&46tnuFjXe z5;d#{qqGHQvO4a5HIWavEvBOqlB6x}3ej+ay)NBR zi)B<@Z_#PL^mr)FUWf862aq=~ZPDfU`3m2J0L$miuObw+I91WK~X^zh| zQUPlU4yK+=cpT@@C#UUYDh;($MfoFCYaTESuI^NhRPGTnHqC(0Vex#d06J48a`5NV zw$M^xp`boojTTRn=jhVi>EO1~j{q^2Pz}p>D{1mr)aCiF#$u$}T7lg1W#U6Hn=jTt zR`UVa1gqjJH21J_>TZd9NitEDCf?N{swHyJ%RVh1jf;=nb=PsEItqtE zVLny~s+T#lhx4_1qsEbnS|&%Zwus0R|^>gCWapZWsn=p#16hqKckd~dS@gIk?|-UCTl41X2EEQ zbKLl=+7x}*6k-IwJNwPTjTmN;F&$YA^DD-G%YRRpWa{s$RyWN{ zBeMC$KJL82mJ@BGjCiVtH*QkNDf(IzsgG~HJe_ElIZNP#viP=^y*>qd-}~`|X?&kfr?kIHr>OoL`M6b)n1y`jPa>O=#}VkZS?vup z;N?Z@v@CpcwkpYHC)PGOBT5LdH(sXcx0TCLO%O3O7fWICKC~MhKBX@p_~m9DKp7{r zmzF*btpwuE+<~q~bty97qMb@>$dTokFt@B#mdJ&!k(bDvO)M((Xeqy4qwgBkXbX9N zXCSX6tkV7b{iT=OEGq9Pf^wS~t@;Zsc{AD~*E_qG`lh7|3^rmXQRD6w+aAtko0)2f z7ByMPe_6jPUSV+ScB$gLVW%uy3v8pYoxqjFnFT50Bpsu+XKO$_wjy?qVvv@KQBYhb zzvrl7*?#AJGCXbRmGKvaj))C9P&Hj9@5&IVh|A{9Pm8nbtQ+}(#_lt`?>m0kG-{d7 z8Pd?HgSDIsE=N~$vk0ZOCRGQXcMrj?4>1_9OsGa!~4ut4)g>#uMTjlpr z?yA;0X}I-Id7qpWR1&?lmXFKwgUs9X(8Bkkiz)z)st4Ol%C{y zK9TakBK84doWD3~|Co&Fu})dd=5^_FuKYaskV*@0tCiOT3vUNz&sL={q@yR>epp4R z9ym$`1PVt3CTY!OxYejM*mv~d-oudfWIG|VRih@RBR*`kHU75wwr5w-c3Mc{>0J}X zEry#@C2^SqyFU||(r)z32Z*BCM++a1$?X%6pkYXFieK2zT~<+{jMr|12cF+65fdDxsS0L-#Sg<*m~!(c==pNYuNL5GzWgF z^t-_`UP{1-zO|a_)c?iuE@<@V8+E(e@*^>>tgBb$Fi$ARSJmz--ebixnY4kU@Q*@& zUL%lYRN*F1QJmjCP*PvF7h@y_K8375e<#=aARv~DCN-Rv7%k~Xm8-r4$Ulcn@)u9|-9WYMJf0 zH70Y;t=Iw1_yp1cZ0tx4A%12@`Om52pGQ%3nx@Tr%cAxW;z;> z8fdGc#PQm1ESI&q2k8}0pBc!P!U|lF>s;*{uZtr(@_-J z>Ng*)EE(sFBpxNC5$W}C%Ey!tq7)d`ALGN|&$42-{dRoYmc!=8YjGQx5E~1>x^$;M zw~x|7GLH~`Tr*x#EZVf>Fr~ZnIN451(NTdmOTq}+bV!DApVrJxbg1CC7dRJ4M5#QhTHSWe7hs!$k?{ln4kJt*f%#>5o4-=AH1S1zp;lU<`?6kWjB`*IltFY|WA+Nq|5+h&YhuxXZ>A~oq^|w#i`3Bx- zll@=eg2~#_g#D4HYPSipmO+~Low){HbnrB^rrm_QTokqRc4agus+X21;jjEX!enEa ztvW2D%UiSj@q3c?S$@=yX(zR!=qM{wNt(9QH|8Mapb*m|2Ad>CQLe-XKe`?ldG4{S zoShj2KO)~qQ1}eYUv4+A>U_3-j3=6PcRwdLdnCS)*mm`jHT_$v6oVC<{(C1c zkfvx(?3u@{)h@$l0PmCn3YR7(eL#2bu7KT5kZI*G%4&(C%~m4%QmPzeP5@1#wrA3G zb9NOi(D77yuo3)IQ-s}_oU=c{pV0hk|AG2qFbuC3`Epy5%+$f~7jAgr3K(QxMOMcv zCY5GWtL4SVb%2WSL}hxJ*|W0Wo(CQ{9r73i)(zTHW9*CH?&&dqC<`m zynW9D3AZxh&w4LBaJP(+F8^Eehp>l{I64F7KOZDi#Cc0ZpAo!y_2=r#%8d77^AB?4 zw-km}1|8JwVQ{bViS}-se5E@$58k!MxZ)GFXTAPp_|P-aw!cbylC&=2eaZNT?@`}5 zXb{Cv<|CeZr9&fRNwU5bBi&EwVlbedcI zd!2(=zUFUl|7jbA?Fm!^*H{6eL>|2txP9N32pM8hF^A9{HaHMqjoH;7XjPMhVLPl1=K{hMS_s4hr2>BqM>Zjw7Mb zUUy7}MF6kCA*9tF(;3LzAEcofm#0)$susjr1Ve1)^ytff3x3opezG1Ff#;Yj77VSe zLM;eX%`@Ts9K()BTUDM3pxcPN-E<9+={xfZC$tz>Rrk zQJBL$?5*cOyM~Vn0!g3rJ;j0|R;EiVZZv)`3crzk9*UNJY>E9~e|8o7KC`R22nE(a zg?dPbb)`{C-klLtXBSp*pkUBGsu~LwQtPHAMa9czfDR-=$K#d$Kyb9_?owR}5^PJY zz^)c&T8qMpt(^*c;0CpdeuELiS&r9%zrb@=&*uFBUZ2LEfVf!CiJtQ0m?EOC8;?g2 z!Gr*)wu0ICM(U?huR)u2(z0bEQJ`A}qNO+KmoBP*8Pp|eYOeChP|7-iU6?i1;>km% zYxC!=fH7{9)L!=|;#xbZ&h6J$C#T5CB8__(`u$jS{v56qx|V0vcDOYUiCQF-DJl8G zMNMIL__=-*rmRMvIqSTXee%_AD}7rbN?kBux3Z^Rj<|S0`>Y$MTW?OZn|v-%J1u!1 zTm1}do~yQYTph|H`j-2AT3)i61}p3KFzPf|Zi2J86CKP}-0CT&vVk5bG3p5*Cy{q**nr+=hEnizM7**O z*X4?IS7cnPk3ydP={Hj5;;4O0P*!IplN+Gi{)h}G#9_F)3)cb?P#ysVJ+<(cIj=Rf z=?YaCR|yz5drN4aNnoW@%Y_RE1R3pHkAK}X;){^p^|R{iPS@2h$uiaNU3x-ZQW_zn zpw6Q6qVSg!r{iq)2{ldbClMFRbmzejN@uW>d)J+{4=z9mKM5Y-eI&5W@Jd4j zw&U8%B1(|8;C71+uOQViEQ>T4Ta)@wzf-n;TW{|_GPO?kn;7LFW=XY|M82o;KU0La zuyM2ZTJE`qIb}HWT+sD@Z84Hb(EmR3hxv|cy$(m{`Jc3U^Y>6sE~YWB#zC0&QA9*K-%jE zM%!SZAhS-xZ@#I4^@QwMViGsai?_NraintlvlNi9dGXLBb-o6MGwj@(h)S!IG&3R( zUpTMotKYW@H#n|DD<0Ll>a^`#T0C2pB90xVSc!s#`oG>x84J#l%$R&9x5l*_z=Djc zFl`NRE=8_AmQDfJ{zZa>vg_C9;=2aD(LQp+x9#@Pm~Ho;6*Ybk`IV@_^9_#z+ivkn zJoR48X)5g9IbRp%q3YfKMmFiKHrTqjnb$xok2B@t2_<^>wrk?f{Z#w+_j;@jxm8j` zxXHZ>k+2h2T8vOPG|oMlqk}kqF6O;xadnfzl%|Yma`86d zYX-XBJGVWb1F5&MjSKbDn9^5x7h_a@AehIH+Ei}8gLX1dr+O*DnaI?2+*)_~(2BSS zrZ_1tDO!O_j#W|wUHlK~d2yOdIEmu{TM6!Q*=U({V=i4CrF0DFL1jWibWIJVN=@{8x*K$Xt1~#>|Px_WoRe+u7dncgS@x7q-4Ts?1+6)`o<(u z`0kv-2@Bq(~(CBWwJXgP5Xhv~U1rR=k1YOxpzk~m&Je6Xy#oilhwYVdLALy6) zh}z%)#9iOjm+a96GhH^7YiCG#ciTQB%RWrwqz9_=Y$z^lR}8);Yu*5}t=efNk_K&? zOYRH&;yuJrYcN@kU8LVpn#uZ*5@p$F5cu}KYTMT0g4mHaBIc3&=HO`14E|#7RzdvE z{p=KvdfrjJQ{nNG_LWb#+Rl3;ci4)C87w>EiN%<&x)UsO*)=0wfA{%G$By(re+i zwl*+Dd8hNp{%x%3;oiQ!G$^}obNlW~h$(s{g^!XK^vVIQkkty?IO-E`E0yOPT8VOP zL)=c1qQ#iYqVj&n=Cw&jgLooK(a7iLfE+ALq3;}XbVz$Ap(9>k4M=7`TuPbcY`>Mw zd2A%1@&l;e&&qzPIv&i&EzQhEV&|FB!0BM`HkpZs!FRwDh`~YSErQQ%mKm_45+M-j z7Vh>)D18fT8sBa7ANmJ*vji1vlWt7!E@ex>61G6oUWbStoNw{-RhZOdUAWZib z`(5MRCq@11SQkE2U1yegabNA zB_gUGLJmSxqE6mN)?$vdlk#HDpU#>4QMd@@-v-F!;;jZf+nPLQynLyCjmG(l06QYA zR_88ANl1koUt-Lp?i0@;9X(~dBpgmJ=_P-BJClB5j4KecR3Fu^Hf$tK_GBe`{T(pf zC&92x@%96ci=A)s32?b^lMv8tUsp_p2F_tGT-wQ|-$@_xI+(Vb$Z#99gb~u+#kdzV zBfedo!{DMn4y5?wyLNMT*ytJQ00!+xU{6|?U#&5qty#~_0U7>IUU)5O`k1@n>7F-% z=bSvYJgPM&c<~OVpcUajf?JGvbKO8494(At3&dA>lPYH@ zgqc3d;K#7po$Xoty=tcQw{N2KR(afbVT{>od@&=;$$i$}KEloX^xC|`EJGzc(5VhI zp)@+|NMoD(~01Rv>_J?8!sUYQw;+ zj+Hwavo8i)6u-^HJNLaag36?kZe)@0#EHk{0quh`z*VK4E}g$fSaStl9wl=&f&mso z5@|uA=45l=Zhv4MZ!Zy1m~4|88l?GqmR0rIjR!gZIMQmjZ!5y?R9W!~{e^Jgt=)#y zl`qKlc9-4NK9!_gcR*Cwer{XY*8CQ2pTkA%<}8-^nNAj6z)4``l{SOkXKBAJu-8bw zt9NF*&sHwQ}NgNY*?NQfZYbNXz>vw(5e4>vw-##R{?r z;1E6bYPIl`t7YGAy{Yg^DTN!_ZZb0wf{U~#3I8J=2?846iPmsGu>JpTXS=ngb7syX@%A6 zEnE;Alst-c;UD|4O7`7aZ5jmvN0lGEl#CFH^ZYV?BMSkXz_tiC3ZiJ}9S`u)DkkQN z&zPy9ZN0#kMm!z<`Qp|3;^Oe%x0=;^=xrUB$fJUt_Kn$K3WLN+swlDMlGed5Fq~SU zrJGfdEU*+`YvseOJ>xIE$FF#*N*zK}MG_`(bPPBT8Dc@zCj-9Mzof}Woj*>?G@KdA26MOaA=Vj>nc-(=OU~NbXDM0%9Hat{vv$t{QG^; zg8+-RW+--BwNe{e!*gE%Lk(TFS1aO)!xeH1gxn6eJt3AOI749<c^TZLSWnG}ov{y{om%oR_BwkGFj&6*{BsB!=UZ znzjtXou6yvsI{LgqUw(%%RV7LkJMat46mRo^uy)D8+cRY>jQTbwe5YyJRJvcm^hdx zz$yYs_{84WEs+V{sUZ+S<)QQNX|AWd`f)jBotW`cUf(a5o&MWzl|ClnEzJ zJV`Z=5_MBJbB{noQoP^Cb~ zsJtOzlNs?bin5o%iSd4)z&+loHF`hHp94{)vxBxpgP+KlA-KK@GQ=FINGQ>sfj27J zuRb38$z2G)bV1Z+yXm#)+cd`@4`Jr_-G2D&=tgI#vBi5NzQyx#?bk0iXAbZGKE3~Grqbo`Cx5VQ<{o>(aTP*JLoXEjx!Z>OUF?WOo>?z!3>g9rsrQ(B9>I3ngGiOY`RgK9H;>HFO z6$@VmK7mFxs;WNsWTwu@)I$61of;vsE^4)=lhRdVCxT?#I;I}&^z7!aj_?rb zNTF-zk3xgPAJRlHq&7UtzIO_%)E>0B6@%kLXl}UlkEh}1%1eLwh)+u+Gx0*&`KoD3 ztvquCNxuT3NPM7lSut^n;@#z7t3SqwWrrVLuY_Cld%_YvL~Qumx5$b;Pxf#n!LX8< z2|H>CE!7MGlMex)lW+^@-`qMGCnlLrQ*iB90cN*nX|7)4FQl8N^?Fa~!En!Z7k1u% z#GD`^PM%hv;_x*8o2en#vzr~MRLHF8i5YODjM;nI(Nd^KvLpp! zrcrMS?7i6pnoNx5Jj}jzZIHpe9-9}FIyzA`6nZhaiP3qIFku;dmsg*>Eg1K*Pzo)0D~|>ggu=tAek#iBW}C_G6g{ z?Nju#Hv?!sJQ7j44`8O3(71dN25^f1WQu)|^K(@}7>bVW&UcrLb%@g4&|KX_S164r z_KJR${_rhpd^IJKO6By?l4tnFpp?$5(v8K><9C|{q_u;PYxX%e!+j!w#G~%Z#rFgo z9uwC=nmMm5?6dV#H##HiUbLmqs^1|^hpqq8Z>3u@=)!4xQFy^*+t99GS5!xCbGeNE z?KS7Xh6FFRM{RTZ_StS z36B!{X8_i~>&GLm+nM-2{rju0DWt4^*3s-Q>dQlS=7Qhv6MKh^Msog&E+5V}`EP+# z7niIsPso8oh@R&Oq&k@hZoFTO;$dpmZfY<%w` z^SYJ{@e(5^Jw00^(}|9Jo?n(vo;@w`TjqY)X>>>lS1YIJNRSPfKXsa&i!jiG=&vj6 zdBg~Uetg$Hdv0@0G(r}h^1XnX$?ep3DDj>Myg`-;3txMWF3Hjb-5v*BQvdqt%8i5#i5Jn* zLt4^t{q zb}K{6IW5ZkhK7FU-DB~s@^4R52r&JxBqGPf{~Y5(6fy@#3CaYeBkZgpyHpWTF>76( zqrs^Qk7-KWEsZ_fB=FCj7hU^V7{nJSkR81dkM(Et$J_NSL$%Qd7JRN3s0KwA|L}Pw zs3!}3IrLV06wtW^o}BSzFT{X@9pxJ1SQL0{c2f_vWVw5MtaX4TIV^TiLzRoK{!+fh|H4xsDa`I|swT#*>M z!o!A6ZVJq7Jmd&$+HgxCzM$m5z8qPBduiOvIk>6_!&*>Vb`1LMLiAB`b|7mrHXorijhR>FsV zu0hqzyFJV-9Cjjo4K(!3zq)KcAbZL`D{8RxMl$|VSxSY}QTlko1dn`qK%VeX+wHbl zNfxZNw3hNp-T=4Gk$CuLAdTukdSymY?yULO)1t$@oATHAa=?Za-5l5G{C0|~@j%km1}kEL-44RUnMM&_xZZ#Q zoR$Un(pzScW<>og{Y0kzO6B!tIQEs(k91YExhx=%y3V?ce|Nkup1+v`{e4GLZ+@th ze1Kc?_=91%?q+>hoMhRCFzh>zrs8Or#)~o4hhFS+N}n?T#ME3~Vv6F&p!hQ}`v;s2 zrT7X8{#t$c#wr@2nVc2x#ey9y{_b>Jz2y(Ikm)Z)vp@E}h1*a6iX;|YY96CnH2cH7 zaO3Hg`asa^jJ}Xc+wC7^STj5l$RQb1j>nWA^7jqT{3+ zAYJ2dJwPBVA+#C~4Ks?#V!#Tzd>m<6(0Y#9ISI3vj!u!a?OV~qRFAy2HZk(2~*coE|wZO~u1;=IE{r(!zr7VG9(EJVvzp%FoW3n!5t;Ta-}M91pwC0*)AQ`}Ft zGtzIN%OT*QE%F~f{pM8f1zVjGH$M8o$2E;xv{$qhaj+Le7gqhK-<$8rFSkE3?(JwX zLQAQo_&MACes~cA#CG%F@ZTX>Q>={v?UhaQFHZZv{@nkMFP`7?Cudvk_>^!^x;wg*AK70R4W85v;n@W3OjgD7;YSBImQVz&l=oC{Ca5v8emOZj*2|< z4)A$v8y0@`>~tMR^Vk2dgCYp)ea<>{3IZKl2}D&kT}QOpT*sh+mcAzR3+rv2H1yfd z5Hfk9Ufe|(KGnzRXZn$!X1Q|Y(R>g3L{mULc6?q2VieFwzF!ec%BCB0xFMm)D?*DK z?HCt{c9=$rY8vF1+T#q-bZsT^wT|xeRoyXuJ$VZ_TyF0PWd~AGNQTYlnSk$Cr|odB zr17`1a}VEVnYRNUIhWhnk6)U44|qD83cy$_S!QQo#~4JkQwG=eHYhM0|9jDwffkqx zV!q~=9``Vr031z9JduM;Z7Ec|*miZX{i4DS${B^Hq)*v4=5F>PD}9Yetxsra z4lKq`Dq2IYpyS8WcTas8E;L=)n6yy^fYV$E{Klb6+!=5FY1qY?lj0yT z#)0Vaa=wQxu%!}caE$z1oNfyxEyktX(S9t+R}c2juF95>xzr&`7ZCKFRz;w>Y)%XX z(HoF(j5Ke!xz-%Cu3ViUGuDY0#pv4j(T$lCE8RBsnw(oRQBL%tREijtgz1>Rbn1+fkzLCPC-G0a%Z-W+wvJ z(AJ;Sx)+24%B*;2(dW=fib_gbZs&QI-OG<`1Q=Tr z7{_)F{t9(Jlu+dn15MCMOEs!2bF=9dvXFU4AkZr@CI`+WXZ{`fmP$5Q!FC1;9iBz-6k~BK4u;#YbvSXNm6Z)*@gCjcvVjJI4mo*5e<$`nlF{ zZ@Y`VHTO9 zi2k=U5cvN7U5gkwTLmo`y~pQAfT7oekQ5B&Fo^seD=UP8a+rS47IXo!+l!sbEOT=S zTqf27ao6>C)O>IKwq}0TlBf5|?I4`rE!<+agK4ft3M~ZUCX#3^a&vDPkR%xZ3i2vI z2B^&74L}M>XEWr+)4IqS^{mStJO8nzz((gxTlFd6Y>|L$6GGM*Ia6JXM&g~%9g0yb z&QOaI6sqU!cVuMf}gQT(2M6 ze(RY>^UWl<7?$`179_>T^@_dyjCk0#OtGK-%IL{xurx6?0z*ULA$Pmz7imGI-awm8 z`ct2`e%}NYO5)mbc&zhG+56u;cP{3N5LbPxzjZ`;_|ux-)|Cu9B@Ng}Lz>}GSpz^V z+2m4n$A)XAgmgd#ZbEwRo(O#S&ZJ1MS{~AtcCW-&@{iT!>DX%Br%CHegt~Uaqa^(h zzR|tpK&E$YAkITWvrgT>i?3Z2$B#Q#1x##nK?c`XOSWm}nVzl-P52b7Z-(jR>yuAN z4yMm1Izkn=d#Dy;|0`+uciR6yDF78}7~C(r`f}QG?xpdlcv9c~n#z8c$QW*%l%Mn^ zd(SoEGY}AU@)(RpBKqGWiQkXJv4IlCE@vo>37l` z07tVyWnZVj?Q7?CAqlU^uCu4(_iR3$>GPBmJRYE%b1WleVAA$s&`@p zG$Xz&prKz~|DXqoxt&rc^-$1Z4 zpwBY)5MtI#x#T(cfGb-kap?=q1vS(CufX;hIz3$%~d!P+f~q|6Wq<#Yb9lo$Cu?EBA2VAmj(v!z5?Gc~d1TS}Ly zVqkmwiaJU@E~W#8B@OR;(i6=c^XvOPSi$Kn-xcZC!jOs1mcOPb0d!5zi74oHv>Wv* z?()yZEK2_a-2i@Z{{w-wZP=GV-s*V_&efBffj!#=on3%RE?h?+Y6qStO|#vPcCkJ9 zu?si%<@hD8_6QHInV}1`Yrm5H@8EYYra351LDiP6g63ia;RPfHfO;#3P{%!CQ%#PA z;ymg&PU(o`2_Q3K;A?%8m#McD^lFj zFMkU9`~NNeCsU(iAG|R4T#3`V`?R%CBoOBSA9}m-%lAKyq2bFD_BVCB%b7@gp-mEeHnU`9o)4+>h)!{N+;YCr!y6OKT^2HF#@Wg(0tjYhZ+Ybr0!7G@xH z$*2hQv~|ogtN>hOswkJj)@3TwVY~e6WTs)o-FQXn!m7TQiu{m`0@h_1Wx!>H6LIfi4DFnIk&uvQnasojh&d+i29% zj;rL<{Wd!KfB?62d(a(cW)^&zu0J$#p$pRPc5d|X<=~FZ3)L%n*H>1wbiIf0255}f zIBvKX)vE=r;!9cl0Y5???&jU7&L%Rg^cqiNMRbXmEbI%j3eNKGTS3A+v@6v+rgK{Z zx{hj{QFH`z2VOadwOKfosR-s>zU~O0t8*RM$LuZhk7~bc<5dBDUJw1l4!=-D#tFCA zjric2wX;a`(MG@^rhsF4B#NY>g8j0SiL$RRyt~D83cs8`FAWKA zx!G2lz0m$ie84P2cq;%(aUfpG*{*ST3a+nOhq1l8_N^B-$xID> z2baVB>eJCx20`bsL|JgbtyJAjrP0t%IfQ2(RrX}XWzgq%iM!N07zUT$5dkl@-^EG7 zryhFl<7!kJn8dl1ok&#jzPmfUO7C7E&#y!&qIu1@CUR9BASt=$P_*CR8 zO{`HX-(9kSo9@A`K-`=?$}UF#=esR8kJ?y&O#qOj_7i6^kGZ8AUV~Nu@cQ84KCC{O z`e0P%wC$q0SD@$qqHJ3r?6|_bU0gYty>9nyI_siY6Q-b28<)+l^3=69?G)QzheYI4 zznd?jb5N7X2Zmty`riD-)Zb@{q_8eGn7dXwLY(XqdE@}m4$;RIn${DJEtu8%`EAak zx8}Fy#3FFa6&lMtFp9siw0twnZ6PDUP$TlzJGhlM%E&hUvw-^HPSB& zR~9q0*H$QP=%BW`pRGu#r7+li2DNY@?^ruF=N6r|7UT>AD}Qk(cbCU+!-&ZpT;utM z8d*<*wcWr@z*YDCO=4sE>SJ5*{;mpWj$u(s28~=)NSYL1pK7&p;zx@QBE{t7yXe#g z>HzZK9U%tp5~CdpaU(c7NZo5S>GBqiCKO|%D5`aJHRt?UTCM;gUgY#6?tPLX=IiCj z^B@x-=w6-ao9L{#6TZfKjx`WYhyjp2gfg@yvb8l@5krKNR%l2lPg1mFi z&dp|@Hh|0!t4}=E%!sPLJgbP;n2F}PDyW5AS_(TD1^yiCxdH*7#Q9B_(*}MK@Het- zij#Tdw{CdRFZuof_$504t4J=C2+d>IiNH6IX%hm4Je-gLCz}?=kIVyhH7oI7jBSEu zE~9I~Z(Lk(!8~^ZIQdpRK66JEjv)fLgg)+l*;}6zG z+7QfTt{uc~J{tPW=O+Yq+YS5&lR&0=J@uGI4RmlQPwQ|lhL?&{d)e10i}0F1nt#7rP!?Q> zL~8Moa3AppU=h#~f@Bza{C;r36^eii44# zi5A|zX!R6j?nQ|cYTnzy=r~6L5>g|NA`=-m+ju-wvGSL_5rgJBpbyH1K8pppqo6L1 zvv8kTJ)K5+jgo|={uB&tgQtgnZe*NJAwn4m&H&;7b&SQq&M{!3g6VI8@nEgPB z!ce?0Xnf$^Q?gfWU@duW+m!yj?_@$nC-fAB&F9D6Bzc=lZ1`nnnHqJgKZ`);jCDYD>(&oECf8|eI6%nT zE2VBCa9;X2-Qa)7-kb(^!Pezm+XI7ipdpz38U5l)j()B6QE4HJDJq+*-Gu(+lUeNS z^X#6+p5cN5KTKM`;HZM{8Xdt3g?G$-xok_O~&&$#;+}zud zr|0!eg(arlp!)(m+*Vz`r`qI$zc&T>if9hpH|76_vbPSXYVWp&6_F4@LPSzhlvFyU z1tkmwBt;q|q#Gm!k&^C`l9G@PMHHmFySqETxz4@kxySRI=f3y*Zyyf0_g?F_W{f%J z7_m?GCR`Ipc^XPO6qM9;^;wf#!t|V!*0IMcb=i;5t*I6-Vt;uo(0JCTLOh0FO*NVQ z?Cr*PZk;$Yw7zf==is^5fJsIyN_59Xao*u{ROs^_q05>B{M!^)%%@z16$k@qXRg)MuOV-sOa*d>6IwpF@EZgpk2@}=Ap5qzUO@EOPg!_~Hz5C5a_ z$Nw~u!eSUj3{)i-Bsc5@Q6W@3vysyjPQ$ZIxE$x~9<<{Hl z{S#MKGjs>!AAT-*+E&o&YFj1EWk>h~=K@FU#72;Q5a(<3jjy-UV<+V@OU0L)SpzqQ ziN`x0e|O}mN%qDizFSP76QX}>sI&1U&)tSpl}A=}q_d>-?;9M@@{d$3TR5?W#u!q^ zuEcz4wH1^3Jl1|Dzdj0(XCX_@pHtgAZJ2kY76IdY@KGBiQ}ZvN6Nml~W_tfk8AF8^ z+5myLpqR7N%XRNg5_YCuQ!Bf^D5ZEO8O7`ArmpP4yH(d@U0WK3=NTnfz+^Uj`LG&x zCZwNG^#UbpjZN>8n6Qvub7Uv)WrL}hPnjfbQOc!G+OIWljq8Kn`)cgt2rd#daW?iR zbXfLphkSm%ZQEg3LqlU{$EO|_aCfrBF~peC6=pJ_X;l^6!Q9lKFwbMfzqu+fX;#Z= zjWrel=5vvt_byl%Kx!ddA*rWiao};M5*>7g?Nru3?FC-HOKncRc!399Q?up;1w!+) z`TT0|vY7(CF#Z3~IcH{|@m9Q{zl!A8{b?3YPSKILh<0EcR5dX#ZHvifM z{mY~O>gH?EEsL%>SuvwSwUfCAJ46qMkSqzFwyY*Ja#gd@ubN?rU1g9ccicI~E*4Kn zbPQ0u-W3MK!^*@GW;LP3j5*^igWPqIDUyM^wqd<%py>NcxZatYci2oQ$ z)FZIPMEMsEp7$VL4Tdsfl~BL>W`H91IeuKq{H=63>^r{{5NyuiG+B zcgJ<~&80tkm){zIc0P>pCxb*9lVQa#YFu76W6fmP@bF0rkMG{V6~hA$M63mjfWzK}tXjkg&{kMt-^kO{G%}{&o zxavK&k&zHDHP?Myf1bg;)1#&rr=3OMF1t2kT#C40mQp|0yK$VAj~GAYv$rk6qWfFI z{I*!$u5te%?#*^kYtrT#bFy@`9XN#E&j0`mvMB+tLUEoNV1W+KVG*EyRht4B@b*@J z75LvpD<~?bGHIY5K=)NcPBy+tsCA4ORwAAi$DpUo)x=czp6bfkPM#}g2>qkty(!7= zBr$Z?uG~D(t(gUhjxX*ywz%eN%KCA-Ror>`KS{hfg7y0Y=ObV3d#4{hA7-sw7ky@T z45Fy}=|h#auzgCuoB!>|`}Mu;NsVitfAU}7|M~`X^TK@!QZD1j9nsdK&8>v9;p+6t zm{s06Sy3q3a)?ap&*dVLgU%X=28#1;-GeeVP#g6mTD{@2pA?$5?oc^o*Jra~;RFLV zPH4q#sc%ut+{Oaa!sAZIy75b^O?!v&JP&@~v;0@@_tzIeBH)8}nTL<|ACR#e|F7E% zT`ll5MwhN2tDux0E@QXVBjVdTmG2Yr#a=ssf<-i#*?E3j;i7ndc04CUFQ7$}eIKJ=&?Uxb3rT^Ya_IM5}Yqi|aP)@@SNm(N}iyiwFs9 zPKP~Q5Dp3?vadWla^FWrE9*@KAf(E2*YC}Z-Q6Lx5)_w`wwZxQA{#XCaqHti*W(l{ zQ|~J`OwljgX&3(6Uie>c#GkJvFs?4GFya^1{$n!bU_^oVne(lXm0DNd?$_!-Vfql0 z>f{0mYhyLymrd2Z3${T5uqOQUVwg)m;sgrbwH;$&WdRub(229#iL|nbw?mm%x$``h zuvN&rL|x#m(x&NqpX+NK_Skoi!PnW?D+!CGR5Q0rQNv!B@p*uKeC|~dFd1udAIB@F z@UDNoiDSeC`vQelAJq*iw0jet1Tr#AWc=y8D`Lw6;N1Q$HbTYdHsdC% zg&CSHuy7_FQBZ?ub>ruj7vZH zE%N<&QGfd(E`E^YYLL(GN?`wOjuD3c6^ovlGrcpb-tzSDMcqY_gv3kZ}F@1g`vOWZp<3jidF?Y3p(pE}Njc_+f4IvIhT|Z7H3Bg6+tYU{L z;I00uBX~i6>HErVg_mS!H-d!pW8l{J%5!X(R&M;9EvY#%xz1!w8f+c?l?3Nw$PMb} zb(LY8a)VwC=ooXqBte0!=m4v2;xZehocN>~x>-L=8NGBvuPK!#d^?EL`c2`VN#Dtj1pD8W$%9p@$HL{fH#aciy#{KbPlHXuQ#kJN_a;p!KUi6U`Mi(r*xi zjko-KJX};O;ln3mEb-}HF1Ju;!)+%e7}0*W{?IjlbGDmlsy&Wc#)G) z6@6s*ZZ2p}6R(=}iwt8MUTaRAHFFdL%kONxf31%H>xJ7Peq>&C2cr$%{tFbVx;4;E z>(#zS5ffQV+@}8*J%)d+`o1|AAGAa@dDFD644aV26)K=vD3@u=KTzGok;t^0M;>44 zm$;#mQKcjvl7gN;K3=52)_vL{$T>}BHziTtOKsXIt}0RWoFLEh$63r=?OrO?0hJ9) z+mmcao82XRKvH$k=lH;zY{C&gT;lG8eKi?95_yC1QGJpfI1=OPV2vt%w;oK@r zIB9kQn5|cJ55Z!@BjL~wBf-|!`Txfo3yYdcic0_UVUnVH6L|y#3=aGH?FQt>a@t$)6oe?Dm{{O2*tR2^~JPyV5qc!M!beaHFGiruLD7UJj>gOm{+ zmf_E}FbhGHJsO;!B?4ci|GyiS|0;xez?_&L|4+W`-%4d+92CR|B#KS<-2p&x&2U7r z`;acN1M2giNJXIs1xFj6pZotbJAeBpe*e!R8+f~tU9!ZZKj~cmd=dZcUjO~q46INr z@OtJOtVRC*fBv^Wb(?*tdAz?di_}+iHA;CJdf-8F+vL^n&H`|AHu0gEW4-P5PZ8{& z-q7u)+&B~o95-Nge>)7R23Xt{kf5a37O&1{7A$e?E_ALshB09X95xFvTXxx!6wGpJ zl(l^6nnkggr)>x|T(&zTXNArV9?jZAA^2I@C^MDqJ4cuY@Ydq&Ar~UozZsMgO?n|m zrF|$WPn`lt@-C=~i1lpLZ>skM_iWT<%BM#oUK6>WyX5$19NHez|IIi7zMcy;B~?j* z`~UTf6yc)yBtdu6-8sVa`74SZ_%rDyFF$>gpoloQqFuiJcyJ_NThbEjlf#RZzg^e> zO|+nXB2%XF`DCy~st=QYXFf)$KwHe8ILmjRhuk!;HD5$;!H63e8{vX&nB- z<)Gk>>`O$<#t@O%d;0Vcd^bQB_r;*8FXJ@l=F>05wU-zpL3p%iu*>>)X+=1H9Q-I- zoE29Yzx}6h@b5n_!x$$&0DZzH!s2Ug(3HMn+^4v!l5E|`d-;qW-=v+^#wff(W zN+dl5OUHQ4K8gQhBoI$D$3V8F^+Yjn{HE^n(ZbMw*eGSba=IA4Qu?U#E z0zpOZaC>1E+=|&iOq)slkCThcXXj!q0}h~pR3A+EvWbLe5Y?u|L(S*y1LZUCDB%3< z9Iv2IidMs3a5mBF5;F}}@M+SfaG0lptv#kL=r@mI`V2qq?ZC{Qhuv`(`c}jsw-Vfo zQcw7oKYI)S=q5d6s_S;~+Uu-;i*&+Sl$2DqS$56k5B`3;{yCJm^~z|1_`4o}7VL0> zwOZ~_7N7oLb$L0ZU51>`-IbvjU^yd(FEL;>J$elGCIr zcyQ3>su8Z3>v6qOI)Y^uJSRE7zrDihg-lIa3fu0z0ve%TXSID%&}v8#I2xCscgi#G%gs znDN87sN+7%bE^YzSdIpR;*VCw2qfUgRNw>T)-AYQrT`YdMCx#5rponNJrF_SfX;;- zQ7T`kEF$b=2a*+jAfQ~TYptK3L;he2glKnX#j3&;<|p1oJg>Ua{E?tOtoMViZ3-C^ z-yQ~}(ir?z@;i4cpW8!?*n)n;NmEeeZC~D(pqTwXym6pNu>^mbaF#uAQI7`1iBLsO8cnb4$l4rbH%*(H?3PttR=V)6 zLw1XT)zzM~GsO0N;Rh+-nnvoLM}ZgHO^!L%de6{q$#WMiDcE;5f_)=!OASkv4b>PTlay|})%6I!)y{cv{ zS7`tyEBs^MyR=PUOQsM456Lbxu5oDQM$I5|%?=V~^>sL5yH((aj`&mR!QeI3dE!#- zKJwg~j+94vT~oOwU|iz+ohV@PCAioG26$uJQiprRu}&kl#4Ruky^3bCy@Hg%kfw7w zaw|a7IT9iCudCfbotoYP9#8&FLt&qXr}w}5-Hkk-#6Eczxgm#h?cW2sb0n3RH|=h!N$l%d%rp@2HUzQn4UN?rSA<`?FkDt>KkkO!42#sw zfWyRLtZ@OyR$5F$n&7=<{Ea+*RyBk&JCWPTrP2Q2kv2(N-y?3_+iQrh2;wv!V%K+U zg;2!rHC1}tvD4233uS((AA$8bA!FbIa;rqy?f^*J{cJeqcFot+t)9ea#9N0ynLWCI zfvb%;4BmY8rV->BuPo7>0m+X+LY6`Z@M-D4Xg>c}xHWKsG=55FE%ASf#s&kZ>j8fB zT4NOU(|AjUgJW}fQ=G_E*|d#+A{-xOU z>$PG6R#&dyp`@a`{C#4h{Db7cI@u($u-S~*ZAc8qdXx+@0m{78jMOx@Cuf}moN2m| z145wXD75<6>I5|9LhEW>O8fcZ^PKUxwKl+sfZe0H*s$=ARJ2Ho@99!z^;^U;E zt18i~gR@m%#VniGKeQ#DuXIoME#ELDzLKxR-&He1e$(^7=DLHRCCX6nHC4(^eIqoh>$zSl;rUTH`N3okZE=7) zsW}aW-pf$kKgyq%0)#Z}JJ?B6(D|4N5>IUm5gp^N!Wrd&LtW+i(2)Gmm(!|asFAp! zVzXPY>wS0~XRTZy#{Q+<{0dM2COhqBaB}dE?l=XTY)+zJF+Jwfg+M}>V14_w7oqr& zU7n3M4`JX^lDVw-FouS+m`+Wv%B!few$Z4sj(1Pa&J2QcTAn^g6;##9WJebXq#lGn-QVML)pyaKWlvZcZL1nNDr?)D zGDlFd)>!-2r~?7MExx>zIc5?PC#w9{4}1`u)d>(G5ryeHBNc%>a)7s6U5mhCg;mx#Nhk>oF-gu<1LNFI8!{4-Q`qSOJQl6tE!Mkn+Kbv6s1EmVJ^-d=6NQ)Iivn+oR3&`P;l11uB z)R$){WQAMjg;N%SKY6dZ{lVr;@$yf9(hB3GRI<>NNgZAzkQfrId+aVZ;|MUm`_v2$ zGX*p^*quex=Egwm$!07ZqB5U(B1x{x@J#A7%6gzcR}bEG6?aK4*Mdv2fn0s>VZfZ+ zM+Qk#UQ6j|4YH)&Y%@ZrC-T!nNQ==>>o9W*bK3gzwf)y{MU>fC;nh5| zdoGS)K_?s77dX=7;z+J$apl?&ksl}Sd7w6R>_h4^31?9!p>49}WAMST2~Q-fBB&F) zz^OLxoJ5Rq?_^s(LTAj)fnF+_Cu^UHY*OymHN2WnRs*@`hv99$OC#^{jKnA1{ z^}wc06GHkU5p?paS84M1pfe>VVM;Dev0NPR^>f}GsGpA>g++JG5|YRoI z)KuxLb_0VyvqmM}O$w3{UFyw|&C{q7#rYD;gA*`dVyO!!1!-lwj(I;Cj1 zh%WTK_prW#E$_7>>PH*vUiqs$n2B_6tkM`3Ln2C_2F(4MgrJYrBcX-V*Yr&qObhta z6aXI0!lVwPl|DG1b$a*UVw6ScB$l*7_Mpy7ui>rPmcrUsHPPmi&jc-9jw0lbkO_Wr zvY8+&l=HbJL)AR6T9Uwt-|`c4pAO>@mz_xNud>U6$N|=H|Ei+30u^Gv8Zg#ofw1s7 zy}N{J!}n5|rE-G5dM~oMzyck-=TY)EI)^o67v{c)##N)S=wQm#Dtc~H*Vk`1rRSGj zxjT}>*F#e#c|iF`{ZDM!&va$ruw zk0G^o$17JtYZZa7Y;b+6b;n>ZM}@ut7h#CZWq;z=J6iJJ0>mvn6pS)IVxIISAry=D zQpm}dtY0olbsHF>pwM}}Q6ruH`K0}EeO4Me-M^yJzu)n%&++n59RQVm@kVU*t3^9RYa2F5<~d0*J$gW=gwJ#-{3TQCYAW<+ZA(@dBC5s z;vS-mWcUo}wr?d93-sKJ^(YH3&s!J_V@$af&S}*BnR-iyWxzrZvFXamD&()>nRzuo zGEibRhKg5Gp<({vxjmRZu>2~H(fqC&>@#HhDgyi^%^j6jJ`KJdC602E?s|iHc9MIZ zJF_`xdSA%Kqp1=t<`!ZdpQ|M@W`K*85<1C`QukHTJ@Y+5`B%aEfMB(gBQ2L;ctUT5lMt%AG0 zzUA$Qb21Je8Uie48kOspbwoR*cC)$YzFOnVD3k9$(!(?^#2e82ju=YzIx9`ud&Qd3 zxd#xSNFOg@h1!B$UeMR$gvD!1qP03+;V_=#hH*SjD{ILMUfBwPZvoWLeJu;+tVw*I z!qmFflgVP!X0LWE(@fPuKfEyihC{DT^Ry_=;KJa$!E*7>V8P_c-#of!Rev$cPcs$B z{P!^TRx9fSy2d>z%Vaa&PJ-WZsqinVH$fHC z!&pX7A7YC0dpumwjg;`aHeg7ueuA8Reup8GLZ&EGjvQ6Bj0+kmYgi-)ow-;JCuHdV z@g^kR!iaTP%v8Kw{(3@G^%#ms?d>^H=R(9xjIr11AVoULxZ#Jwq@b^Q9Dmm435*yz zmX*!cAQ;|cc;8$eM2p@)F3_hn38J<`*(zTe3vdGg^P}UbsG*>}shp{p6Ky@d8&^DI zGgM)_=1DV+zasg-e9Fce5^`8DrQJ98i(C&-dZ8H}Tq4Lze$TUEUB1ODxomY{C5sq9 zWGWZxi7NVPp1eY)oSm26C^W#%{SABzR^bPb?-XIAinXMevlGaM_R!-8M zrX7Vg>M;rFZ`b_mPx?1Oj#Fb7j2<^)W@t;L#BlnnaVqI*YXB|ufWL$o6W*V!O1@O~>zcxJfw6ChBzPak!DFW$6T;ARGE8LQ zir~y2L*&>LK0U*1L}Y!NA;-C|ARcM}?BDDkea=`dtg(cQy@5up>b}?zrivz1-Ot+} z^__4mQ|*Uhu3FjS)FqW^yHR8mE54W4#md9*HGshJ=wPILHD|bDq>w?x?m=Mk>n7HP zzSvJLQJY|dV3F19+$K>f!k^28J-pDB9yru&7q##PjaaxPUXb6WSA%ygqR5So_yQ%( z|5TReP&Z@GiLMINd{fidz?GW4m$XpnRN@Ezrj)Ol<5g>wFFg>BduHDCNrIod$2ZeP z_K$k>-y=U#r3&kzZp%&}=^1vDH0RIxE(5-Ns~#=BcPlNZ&ymz&BrB(iu9=mj+&l^{Y+T)Yb0e; zjROBHfETFx@9RRM%X(~=6;;yZ;tCjQc-Wi5j=-=2L+${K!=eD*x;Rv(5xnjU54A{s z^tWPo#=qGNze61Yu+48MOhKhPbBJg~Podqr*_?e%PZjMz`kI@;(K@>J)#5aVbRt_R zfm{)0mj(rm3nU~Q2IKUFIKKt1P+SyynrY6GP+udT$^Q@r2-Z#Dq22D z%X)kilKqitShSsB zEk&460|5DZRCW+rzn6&@;FVG&KRNq|6pRQCGz$++(Ht^ASb3%g3a9LdZhzdPZ{Hp$ zZr>2iw-N|#*)Zt;oRkUFvJW(8t`^((<_Cd5RuWpj&#$ltV{tyIr}b?JKx7=zOPJut zho|zzh*0fa+K;C(%9VEc!Bh8hRKC0)Jb}ofHH{O*(5;suZ-3C{7NAhpG1nNDxmyj~ zJ^dc#)YkLXGHo&3ZN=I>3M--}PfX|rA56A}8D|!Rv%a8M4wv_hp^%l|TCjiOsFttg zm6JXgN_MU8ao2KLkfnQCtW~hdP|Q8&@|ESDjgGnAFkpCWojlWDof?KC9>|+=Q9^z+Oz_ z(~2&~!GzVP_J!Ei4h#1d%}$RGc2Bbemmc-er3YEzIsfeDVmIg68^h+4tghVZ+|UyG zYdrW%dAI5IW;mJdT!44=7b&0E%vXz0w239_VwMKNS}ZafU>pqy&oh%bV47AuD#;f1T~Ix!99cc+FyIDD2R+M>6a2i(N=0Mk*zyCil*cEswC<;#}d=f0;Bd zsk$3sKBl=X_@FPvO!kuVD^hSs309Cl**?@;5Ov-$-?2EdEbHdx5ZX4m)z!{TP87zd z6yRJu>=K?D@&>J9{wVQCE^m%c3Gc)^Pnn2gpJu3i??^_pEnkn$=UvB+vndP)^uRBz zXhKH#1NvX%{|^~TGtXhz54hrcfiw9OFi^SM-CeG=Kux*Ne=&Rt0q)bTT1X!sf~TqH z{h#H~L(8ZNJ^27L}=pQ@obR?ePSzAH25@Q5ZE z`Y?z{Ub?mk?tLWpUE6G;`??k@KNomPqcSMA;s9&=-*g4QsMhAN7-8^8y}3b@tKG>f zTsIT^*%g+V%q!eEWC`XZ5=y7k290yxM*td7AEyg zfj_wo667{NO~fx~068q6{oIwXCC{#MrHj_rp2R#+-%%a6<;yxYpZaO|68(zR+UN+G z{dDkc{^TC-6E`lS?=aXZ@GvwMxyzz8ukoiAz**giO=iyY*10#=FVl+rcQF1FKl$%` zmG}%lsG||M5+S|n&hHnOLi$D>RMz%&V=dWe2Edw?~7)z>YN*}xC zdk(|gKUcb-3CJHzMOAmXKVYWKG_F|2u<1SwR@eezuq$EANsi`T&0fbrm@+q$)`U-O z{S0`cLPg>`MTE6nx#iufbDEr_P}XX_(SR{|o|Ek^!@Ks94xps+e{_bb)ba{A-Kv31 zy$jpYZ$*zVCgtN?)NU$zg~xNDYobhe38?MAYJIs+@cQt@rN?8Lpnwvz1SiUmgyu_j zysf)yV?x~r!P+u-X-VvQqZz@qQ1Lv2dVsI+PRYPt02`wed>vXmF$pfI=?k*rV@U7E%hcu6 zrnLDD6Lf!D6g6S(a>y7tnESx*!iHBuHq~=C*(UB`U5-P;!~v|8vvPpgBlIkM;VdRUNxfo*#7}RI=Yf4TO(aO*CBqZ<-(`G7` z7h_`dPP>;&SfV*!U5h5~ON}T>)yreTk&gmFSn4`SvUloAm7+sCmj{55KQvc%)_S+{N@R=pg!xqT4tZ5gd^U$|Xic z;GSe2L0!?`&bk+65VxqQtgY3zi$tEMG#_s_e~>+o_`8uFic)UvGrO!ygvS_(&S_V48tha?)6AE_f>cEFninSKKS}*JhcOc`$B=?3J0$ zlqM*`#6#RoPUz)D?Oy~j&};KX+X4>AN5)~$PT7!0s2)OgDV$mL+QUBY0RMM+oH>cC zA7pvv6Hu*__sKC2A7!F`Ik*mHEuXCo`@Uq#E3*8s;168l`LOkQ?58t@KM5yWG+W!5 z-{=~H!Y9w&Bl|D8`YZ|!hR;pJahh4C-LqSz1-T*h7v}yjP4N7JpYh508m(#R1lksm zML!C1tlD=Jy>pRz6aQd8V7&1LbA1@q#v1H%nOga?bQ9kUcuQvC6F2)5hp_{P&AK#W zi#tJVb-KEuQVpX!ZD#aF+)X)Z$Fh#}OR`>>a<}j9i5d6I7MMHl1@@KSE69jDSfzca z6!SC=V8K1lG2F5Usn7(b>0^qMl}_QrQbPp=Z`8HZuNWsb3;Qx;(;+=>R{sUy{&u$h z$gqia7*dHj#1GY_E;HeksHHe};0Cu(>!Z2vD2GQ=DG_pxk7#g z)qS)}Z*A+BNat0}s%E%Wo{r6I@+R+zvtxvYtq;A;Rc61Ce#yB|r9kJwCnlSOYPUXM zbvC3IN35zwG%=mF(haB5sV+LtwrytXtDxDCWSav~#v7;WeIZ*S^sEMQy%_NVUg3RW}5^rb4X;FDlc|*56;hTdSMjgsi(hF}~F?)b5($^dukE(Ly)} zTGNQ8=Xjs$8s%u2pCqYSLlWA4TrI<;nEm`^A#dNgIC(8qOgn{YRKSE}=`;M}rOB_z zy&k-EFu`G}+}`sglDxfolmY5Zo;Sg5qR z)kW(O0y08g5UHPT3}ei>qtuF)NxhhnwbbGIZi};fpd0Lt9LJpY^nLkfrk8A=EecJ- z?86!5(g-WB<`ETOZ~sIuHPH3sn0rR*aZM2uX>>8GZ7&!6#S$I|lNX z11sSa#a)COKe7z^mXW3z5|EABmw=syOUA2*k7Wz z<`iB7|CcPjJG2II9EKlK8TwHCH^UCm z>L~Z1Qw)<*o_t1x-*Ani8*>jx5%rgZQgrLAnZ&m~4uiU|oQ0Ur zbu*WCDqf*!mk}<-gdS-yZ0rKYp^yFYxLm58^dw+nH!F_LQa{{0>_#K~g-C-2CPt%3 z!WQ}Np$;=8v+9Gi4sJqh>en|_ERw^iB6GiUmv1bkt%V%6;$gd9JHHZgjyFI85^~OY zhUGHv81tMz!n)-aizT14tsH0j zcUBMU-?D1rJjQffkZK0)$6i;9;ai3|OG4_<78Te7Wl}WY)8cYaq0OhW#Ehw*XMq`Y z;j2Ph<|X$h`K-rF<*?#vC`Dzg3)BH-k=VSUfcb^)P_}mh*H)bcb{uV%MY}{&EiNk6 z`<#AX;bZ82nJE{?t9l}~Q4DwKw7npZ{qiVaRN9gcQ*9A|z&ve@rWU|z8lR#?Qx z5cgc;%w8$o2es=5;o`Y=DGMU}BBQUu1^qyoYr&+C)iecJLQ22YSH+^H*6)xJ&_x@x zAV2r}y;&vxYF%6er>gIU*W{J|hMrZ|QJnWFDe9c6HZ$ zrNhnbbX%WlU>-Vh?R>Bg9rP8_6dz09PB(jdxSC>?ZH{8+`;{}sTy6ezKTY2OJq}=M z%rR~S*VH}O3DtPp7!6GDVD>5(X^h{Fx8@Z7EsdB_t#UYfN^;b;dGHe=9h zH0~GKYc+~0ea`Q1Zos6LZ!x(>9o7trYSd3FT2E|JNra~oB7T4Re@~!6Sp{RZnP$%| zM&)+>@4J`7q2$c?Tz&Te)H*u88K(J@x*E!q&GbM(sQ% z^J}c0?>A`gu@mZMXRzu%374?}$0wC8{M+5ioTkG(6|1Km&m=Aqy6~lIpS)F|miF)5 zJDZA@`#iT8WVGP-P=2P#CZT^{bjvs}uqp4X)acU9eB6**SLPm)+8T4nqS(k9&eihL zNM78Fc4@Swd0d~y$K2!~p03{Idg{lX99O;A@ILKFkK~R`N_$UuciIPQoqF;Fzd4D? zVPFlR|9Iu;Y^CXDbAOC(LA*-D?JRrV`Qw~8x%*+4<&R zS6W=64fkuMM=D^APv60y(Fs2lS%I1bmf4lf1=8ohH}F_7R-6=1?3n72o4&c~N`HG^ z@PmOu-)CT>KW`mmxt+A8XhBDD&#CleG{r2sqn+vVB(rvQ#<);)$*q!gT^oF% z`s{s0CI0KCNJ(~SzYssGohJkEvGX|@x@69Gtf}OZ^*p&?ro$3poTm3hmG{?C(s=@h zw)9Jw-*umJ0&Wx|d*}`Bu=T@025(YM-OaObak`1aq9eEG zc3-wK`_M-6)+Yina;lzB3Rs`0o~*%dk{D;@=<(eV?VC>1-17P+@-n*)zoAI>h+M;B zzd@n?wH2ki=N=GTm5tTq>0lHa_NdDowu77G(urE=ZHZRse`|vOG9+>P@JN^%2(ML~ z85xIs?B=h-NDE_Com0Y}v9ww6QUEVZx!fv~P^0m@+N2m}xGm6Mf-*aRV1gIT*|T*hnt5;-*R=nP$TH@*90$#h34Lx_V9@hMN0AHjSv}Qa>3TIaJ%Pgl)T;2 z&CDqzBdQx6mY-|`P&a-}j-8#_E;FJ0+LY|t@uz38GCdn)i?UW&D>WW_S-wZYL-W>E z(6y6vKJL?A=Aidrsp!sz{^N#i$0XFg!!B+~XQdwAXVqli6pCAe-{rOD6jScK7Gkr1 zyGY)d_o609Ik>aHaP5>=`FGlrg&5_jt4P`H3h_`2M3?zV>S?Iu;iJc~uSCi(1(NZ0 zUMA&YQZHsJJOgW`yMGWd>?4}6`Y^P|!k(v`h0UVI;VU*0e)CH6G3rS68qz7l!`zn_ zzm`UlrIgod_*Os7`bmBM{dUIgC;PCZ=81;az^vhcrKYp^Q_y6P!xHEPZv(7#KQjrO z=Z!wfC0?9wEE3}%8L;e0i<@#P-!eSoor~25jyztpwQ!C4!~cA`09j6!JRzi|y(dFo z5D?C|k$bA67s^Dt*sR#E3}H*>2O)#Hb9~gL8(0?9m?}FFM!WYhyRaDKpyrqp>tVR` zoeEQLC&EMuLlw6eUo)Lwj(Xn8z91(rK`7)Kj>~Cn?vkVX=~F@Oh1Ms}Oq9oX3v|_k zv?p^P?J2Kr5AbwXSa2AKx=P>;Y(6HxbcjQ6fjDS^mF3b_fRa6*#s!Y;2$T63dy(h! z0untMg;i*qe{FNmp`1xlu6YgPADsdv;LP?1X)i~z0`dFCIUo_gf0GHN~=s*+XZbWsKN9qe+~55vSOiDptFy z_T#5PS2T(O&Rv)J5^0aiPH#zEg?BXQeeJwgcFz(q&jy4HbR3~(oy3QZV{t$ ze11987$%~NhC>#)&5OzQBl~0YO}3kktskbJc2qk%B3inGY@E8W;yu76%7 zQAM(R#}|{K-dKyq+lGODdJP|Q=C5O`l>s+ItcLfYZH@Xx=d@>N=l>E&|Nhd8hH@%7 zN$jonr48(tqWt~;h~OJygi06Ibg!O5Zf!x(7Kwgyq77I;iT>t+PC6q^gl~R$0MjU; zE_iTJeC501vN)C#_-%88BL}^P3)|o^{77vY!8$a92zjWtj+i5aP(LD8E_|=0(=wj< zM347r4m1zZ+#vXRF;FX6b1P_bNzctvFl0w^fu`Ga3%dx$l3LrTUd;>ec5t#T#m zt|6Uazg&JxsDG(?;pHtdH)3|ZeqsW!V`R1jt9I|pCVv~D7cKD55}xTq%`YRvEOV=fx^a+_!_O)k9UMERBy@f z`JRam0{+b{6*6QB1O#^z#Y=L+wK_sBXD7C<>{B}#^E*IK{k7l!;lmT0W{Vb^4dB2; z!$8VAc07jLEWTshYkn))?TXQm_$ubUsA<@}m$ja;vEp)L7N@pURC@)wO~ZO}5y*B( zgFhglpJtJv(2#MV>}v{amZ$fAC&m4K|KG*Gxy;2OKk0gQ^kNG(COq|~6~@e=v=g1Z zBk_W!_1~|<8{vC+4boJ5Fp<;)xgO$Sddz2zd#fghId>PVN78KMVfn`<03J8=ULB!4 zBw3C5^A$}c_|r*;M*o+EQ9ptM|&qA%Y;!pVx|Oa5CWHqP*!;P825L=`QHMU zCJNRyCLck?!XShuqX$tWaO4s7Z>`0DU)cuFuV=TT*?*~D+LSWjMWU2!h1CLn=@Qqg z-ezPKJn00c&4~xA6>Fk~r}w*G+JT$KED$p`3sINwS4J$Fn0u?ZrG`Img1q=)Osa!m zqxSZEhaT|Y^80A-u0s=ngd}=^t@ze}3WDeebMDfXe$2}KlA>6aTgSi9040DIF zvHL$tE;3hekkj{JY}h2}8^V<{WuHn#&4VxS;?|ki6~WM_cNj~SKy$R~))=hD5?j#X z5I%cP%B)g^fsJnm`)=-qu;bQyzjZK5eA}KF!sgTbax{E{**CyDz4y#2txbA9k*zez zMyXJ*WxNp~^T0Q&?%&I+>xZe@n+Lt;Z(QAMYXr0hmjrbic330R;~f}^jcv2h2o2xK zR>^bVQueI9iRV7Kc3=+ZZVWuJBR5xoL^Yd{60m7Iblg#l-}n{npRV31A@+*)g}>4q{+uf7NGFOGqlZo(PZyLyCUg?Q8@Oy-&RtfNmyF%L4T%8IYH+#no(*uTJETXDQN56^zf@a%on zUYJg4QjOw&`$JI??oRQ}wHug{bS?^#sRU8?84=4`6(Z9;rrhWGwU<ndk09_OO9AL^lJb2yIKiCl9`}lCmmY zbeWuV<+Dbmow;!te#O$DAN#iPgXLwcWJK{N#r7E7P>rIwOpMUuWD@R;+!73sEI8yc z?r#sD;MaSl9_z5XY*_T75Z$1?5pK{QY#D?)fxf3+C^YX(NIspowIFB?x0&wP2J9JW zp2cYg@cwL$yh{@q_VvWZkgu(DEVuoe@&88EbHm7REraZHf0pWyi&_kC=jfk{5h7H4 zg{HDw)-+*vjr;Gg!=!h7IgCMp?Y}tgvi~1@?->wPwrvY5AP6WRh)5I!B!dEiWCWEY zIY}%86(r{zB#C5@Bspg&aw?K2NuuOXMb24r68P5cbI-ZA+wSw7zVFZb@&4GhO_#gY zUTdy7#~fo!{YKDfi-XL`33{YHF}DpuO~V!l*Bj!9DcwA4?Bst2xJ6K}>Bb{0AV zbp}6GDqZQKw#sV$0D{v?1uvgK;1GAMa-i^oL{=)(%Dg)Tu};TZA(ELVD0dBh^(--S zYz;t!v%mO}v1XkZ5(wFZ&VSJngs+?S)7{*6l2j?=msw|ND)CA033i9P&Y0)nniYA( z?>e_fu|LtH#V~4mtS+lCEP*c0M+G7OmkS}fglS-M{UX!~CH0ET2JK$=@ z^kdbk?80&I_Tgs9O(J=qTVbpkM;Juh!C;aNIQP8Hy~o?&&b&vNGQAWJ{A&Ecjig==Zn(J5fCB z_PQq?7=IQd+8=sa*RWd}L^1Gc)g+%-0j)T>|GPP{%~6PhV-$n3WROd^Ej{oaBO8#E z^n7)H)k(`dt`=)8(*AT1t|O3oyJqc{ z;UglmB|k;A=L*O*vytHX2c*Nd ztQJTl;xJa&v?{M9N_*p!ZWIWCVPLXQ`UohJVL!CcC4ROaIBkb^znW+)ik@cH`#MISAyd$neP@F$?g z_)>R1K!DUcwS4)#&u7KHRUn$9V7Wg540pSrD=U;rD5%-hiUv!QZ;Kf=STf?^7c8Lm zmY7BD+Q!FIWA-#LUmTjgm+Vhcc+0N=9aXxEhT0kZ^f#9r?;WC~FSUhCrt`&N_I_R6IZN}^b94xP!| zA|#iYrdSeOzcT<#XrNjm7Wk5pUAL6HHJ)uKHkUf12_`I+C7R<4=12V08m)2gHNN)kdmoZOO&C7+}SW``CT|Dv-+T?G6jt~#z z$rk>DkBnb;V;x+_l8(a*SCg5`FCbvhX%`<;w6HwpotLM5=aui&>2IH{f@pXYM_vaBfxKUIxhZE zCLzwLozgL3(<%iHHUqe+Cd&oSIQt6&Pa&5PK#PA4p?%KT0zDg{l_D`oD@up7a-w-B zKS4$O_<=Fe%98@)WHQvWSb|Qi?b}#Zz%Mu1${nxi$#q`-X?=eRsIhTWvQ{gASYQ{B zTgEvTOxYZMf?_1I9&VIq*SptM-R=|I8Nbor*yt-1n&b)6mB|JX;Km_v${OIQy>`Yk zEmD?eQF{3C(`pjQz1hi_^V1ya*V)c~$0N}z;J0nn&TI91kPVcCQ+@u>Bue1^N!=?K z4?B^4b4@^9=zB+0Q@!R6UCHSV2~(9SQ`Igr@UO62^HrT9Nq-5^{~>bycb++Vgt7Ci zy?$F!$vf@teUSc!nG{llyX>#3s${2Y|C`$9-|mB(e4f@%-7)1Zd5RH)A%6gS5pTlz z9b~3Vj9xtP|Mo*8p8+zs%$yDjtsQ7r*F)87Hz1REvj9R^=9v5GhPRp8ANJ$#Bgdb| zli&VSfec%PF*qu#=U7G$^yl9Ir6fdj{!M$ZiK=O80qo*QkPy@UJB8C=SK=KV9t30sae+1T6wq2|nB$$d$PPRjl;xCQy-LtrYyn>-+nM7ELK9 z8lB&|t~k!&b+Ux-*?4}^`4iYUX6d&CyvZ-DQE&$TJk(f$ZS{D2Z~MK8xvp z`*={D{swI!;Mg?*@6Yo2|Lk)`V}W+2wu|@jrT^^b|7`oT$X=pxup(M={SUwRuj}>y zp5ni6vH!Og{}-->LTVS$rGM=Gn=GD?(-){1IMZ!_`9=5}Fq^uQ(L&=}x$Cj@E-3La zV~{D2(FgKW^Zz#&2_q$>7yCG=T>byD#%(0Udw}9C0;B`GX8`2yKB&vr|MpcCNrjekU#7P{ zEi2RK9m?7d_{rXT{z(s1c||^&AjKY92O7jh!0VS`QAp%63?aR*Cn`odMpte+)~{{b z_Y~Vt8&F-;jFO6Jzxsgi9S_iU_OGZ{-lBa(w|UJINWom=R5@E<(hv`PelrzbTi*Zg z-STI#>CZwEH4(UuxKf``U411v4NQYMK_(oeQDv^vPpej_`FhfISC;E-KizL8sG#tm zeLJbW&R8IBRmxwWQ_C~P-cJ+uQ4|1V-2fG(jF&JUAm_qad)N42t*7Qsz|=pzX8-kA zDYiF6+jS6|Bo%B;7{KktAPJ1S_aTFBa#NtCSOiEH-bRGYAzKwnA6~OaRyH6f;CoOK z&UcwF5Rz9ung&V?E@I{%#<=eyKSu!zEb_CK7N9(^cmwntRV-%XVDRln9(>aOMbbg< zd&#)%qcua0MDD#G0Q`vqX61CY*C84<0IKrdeoyfvz9rKx1S(mUgLCkAnoU9qQ(z<3 ze2t8|T_sP2$<`Is3T|c#09%k&vAosnj(ccuxW9oMVbwu!znlVamMY(q8sJ{ru;ye7Xo48t_Ld>ig_(1Z{mmV8-&;y25y<%by|Xw&^JgNPTvB|Io$z zkG|zi(#t-mr|+Y^Ite{Np*t)YxuFl(R$PFhg6%Jzuac_|jjMUuXH6MRTQv*L7%vc$ z*8#5=Wz>vR3^S!bAyuHtU+hf=YFA#f@xft%xKOjJk=$tUW|bPIT4%uR zN=$4Mw6X`dRMNK1E?(Y-1pk^G?4`dU2Yef!no_rv$gL&y# z+k*PoxH!@DH2_ebEoqm&@`sw#OzQB2aM7w~!DMgzDDCgZn0gSBxsCG9U z7HYacTQNKKp-Hrz#W@%c(+zwrUqc2+E)8IZ#s(0xAPTT$7S2E)z{|F#uY+>j7Y=)U z0dT@+BbhdVFvxF(B83Zk$O0%TqJ141DMEou1G$wfah~_4FYb0eun|B$ul+d}D$)fd z+OB;j*X(aLb%2?>;+fD)kL91a`e3-lgX`ox+>mXcS$Ipe+is~JIr!U z`>2{xAUuq~qq1~DDQyu{@R0x%GdNd)=B(HA#q#m6i@e=n{g90=P#T{ub#%66YS%+W z9*69P3DBZ z6b3+@71TVxc?1FMIBVsFoM5Vyu>5>!N`18F%JYt!t2E9Ncww0CXqYYQNBm`cMmO2Nr>( zSe|(pnuE{<8Kh8TtU;5)&@WpS(|+p!EQnW-npUr6O9)@ zXe>Vbx)AQ|3T7sw-h5H=nu0hlct?_>$MRyJ9|R24C=39Y7Wzs<+U^9*`7#3bG{!}b zy;cFAq`NYhMAxy&6+AnQVtuWGe|n2r=W_#~Ymc_Gwfq<|LhS>N*(5hGz#W(sJEm(M z5rCO#dE=y|K7M|}#s@@)$~dk24Z~$KV%{EbFzGg(CyW{Ll%KlH9-5R6tV%RI5i$mU zNuvIXc$mU^gE5AK1PQS>aCe}7Rf}aV9PrdnVUo>kO;!MQilDkXvI?wQzvH}5DSgm%=?WemPx_qXw7-H0rgr#eeg0m<|k-;1F=;n+oPz6 zN(v+T0?G&aPr#3@(tB1t879%Td@O0YHKH+VeW9(-SfY22Mvf5sG<7F{mQM2^@iXA& zNU(hAokxM_$O$N5dOt|)w0kmw`okn#>BJyAGySK12+WDEU<${WHrQb$Xam|hhIvcF ziQ*foy%PYRNh)pFUFzk9T(l@(&4hH@=Pqf(*U1z(L9l-T9yc;ffDDV$R)LY}3pgx9TS~WbeYaQkxziV31RRn_u2ptMB-S(G{V1 zsb!(u$5K{6%Ez(24-G}5ZiRY{ebjzHZgqc!>mG^ab+UfFdsC_+nukEn*tHJupvR@C z9WdyBXNmYW^Qg_;l76j&eI z07C$=Q@Su>aV!5;;0hT&eO1tSFvqBJbOTt1k~dQETQED!jEdoWs&+lz`5ungd@jyj zZ=G-NalHEKC(5SR*XJuJ`u!CJ!rwh2GmdB|Lo~t;RlVL+5MT86rb7l{g5^`a z+u*Rq$$-4{G$TH|{2uFoLvb`+Y!h(eHAML4_Ms^u52}5da_??xm`)%n0NqO3@)N3V zUpotzPxy56m`q_hX6_D0_9^Iy9Z4NDylwS{2ySY6aFdVX9>RX8nSJ&Mf+^qe2{kRV z1s?Cr$%QyGQFJ3E-z1{57QRvmq#1L#9f}XqfC`9v`i#5hG#HOK-#ZIqgn2W6tdLpQ z8psaq+e*f*>FC@LU~gUn*do4;7C_hw$lbKv`~Ran>VF*9NMba9=?*2=1t?>)3#Jru zF0aSIo_!C36tJ9H3{y~?)vD<_p_$pbj72fc;5!V27dL1h#NlE$02uGJ{e+!*%&V4g zNKpXUbQXRswwL?_*px+Ne4%g13AJm(ES2zbtf!)FDxP>+pPqw_UqH~i(D`a5aF?z< zA_WdyUOdaH4mdQ++a)QISt0wTFh@=O9ROW@J<@+w(XhH4kEOUfgNs~ z!XDIY+ZAxo8kzxiO!q;LLPktigoc?rioB}1w&jN6%X#2BsZ5d07Pa)93vyYG1M0;% zkh5qiW{+1tfm^fN)7-EGBV@(zDsDuCY4uF@RnLEv2}t7(&N9a_LGp zdohqlF+`^P1S5;8wn#QqCg$}$=EEiK&F>R|>S)O#4n*)r60UBLpriwRYE*k94FfYhvXmZFtAfOtu3#Qfu z)pJf5E*wJM8H>OOweqk5I?s=EFa_utdJI6q4I@;O zFphxX&XXVT;S_qEHlXgCze83a^V0*+4#qA^5azQCp6`(t0~i$RxIE3UKeCVQASaa$G29~60mpkN`q>S0>j$7G3tE5oo>7%X;20`R+{*U zV*nwQ@CZ1=QP)1Hfw-Ms@ijh05)@WG#Hun^x5UhgtZ1rUV`~8C@2`4QKGV5?LA4+s z&%@Tv@hnlm0k1O9xrL-rLQsRWrgqT zHS8>UZ9AIqO@O1DQ7-Dlt+GBo0ZD~9MCjsr`30j^#x7bx-CF>M5R@BLZdfa%?f2*$ z)e{o~%ifSm($7anlwGU?jJ<8ryV_>826ziJVj`M#k`os8e+EX`9FMrD9a@5r@xiwHPUaszy5*RGIe0UYMBG-%}!Ar8Wth7YFVbeGW;&Wx!L9d$d*r#)#Nk ze)Kty^}(b(`eJbwt!>$KC3T9ZzG^Uf)#CPdF1^q1MBl+5D?;93`>;eO{E2={_c7RschKRw6ec|~ZyyO2Fc@&;qjqI#iixJlAKue(iP<>{wz`7B`(549^SXq*-fOE3f?mR(qWC538>msoRqL3Cpkv8SS?Tc~rYt&8kK6{@;uqWX&1Wm;z&0Hgsrs$j zvHRA zj@L?vAuwaY(?ErIlt7)tNc?hgA!~(Bs7Vsbr#tKjJJSE(9{o8L@NmAK>o zg;@NqaQy2(-ANMd%ah|J6!wSHTT==;S}LIXbJLgZQz}&`ANON>EGPjlmnzKHnOfm< zMxe;+u5;QoRjWzusL}8mHWl;Y=S#Zv6!M~^v9jY?A}BI-%rUJ=5|Gg3>+K+YamYkw zoe-taw-9w(Aq38lU@69(PmBYN#!KA;an`4D*Gyc@U`keaXrK6rN)Y+`&JEPEM|WLTpT3Op+}`|B0!!MLm2-Ep>BTXg>R`#p?C6u_7e zvUP8oalZGlo)?5&lKF@u1aOyWvbSA;LZ$w`k#nh;(40FR5&Nl=^saMfG@G&-%uG_u zWl0IXWDkG}>|U>fQ*)Ga<0jy%F?9}a$=sW%dbcVkt{mNXI)E<1YN~2@q*@8z@4~a78bJv%Am^4 zar0Vg8UJ$n=7=ATK%LW+jN#&bvpHN~)p9LH{ga*lCHiRgfER#A9`5ZF*#_WDPGKFD zWd<-Z*w*$6H1Mhw8!IYnO`74IZCfd;1_qrY=nWst-ckQHS*IRO)Bzu2gECN~`{+X>0LpAv`l)reaF4i1Fa-JwmUSwv z7o-IgT0EAXKK**dX(^M>E*F_7RU1+n3vdLHTm$>cOWdcPcZ^w9#Ow|X6~14)wjzf9 zkh{!Rg!*wA%oWr`O{vD|;7;rrtGIHd?CSlAavUcz-m!+_tYB4TSJ%&lNTTz9ZQ=KU_PlkGDmgfc(TU6$IOR@2SPSv z_CI`3ZT@>0%xVR_EXYU4#*I%n7czC4m%czM0VqrHZq%D%b zoC_aTLPwe9#GdPdGopn5GZ6nf?C75%V4lx2I6sM1znakRU~Qxq8YuM4%YcM%gh@zi zdpVLxxeJ<3NmNprFY{Kn2TaC8fg!jM%dC6lwd5yeb#uO)T1W8C#Kp|{tYl2r(f}R< z&9E>p8;w>hDc@Svz8UrXl8-4y^;1PZSJnXsJo}NQKn)#DMCKMjGP?!)A#h%t1pa`y z5FxPg#q|QV9wK4yn4AU*9*`ml9(SL8g!bVRtpC`f(+wna`&HKMhBHT0~+k zi9@TBRYmRbcsVBKvIPM3aifT<`oIkUjm;9^@@;GcLl&|CuHjDj_i?sjPf=am8aqD- z$4O()A!K;7mH|dF!{Pzy7`gK^8mdvszNTN(5e%lZBkH~=PdDCI{_$nRi%2h= z<4|~CC?Ink#}~v9qSX*iOH4g%u{$>QgV;6A<6ui>hDTTfT-J;jGS~k8F7P=Py5LSb zE%x0_AdHR$s9!9|^pKz^oh5VK2K7HQg#cMlzd}N zU;EH5FEAoribkU|3ZFz)&&;a5T9f!=Qn* zr?@Qo*An%3qYO_ zrltRw53e@t#{=b;c>?#;W&AbHUQ}DAHpW_?fs&Mqu(>wulCC$}hgk*!;`uv{)1FtX z9RYE=FtBmwB4ImB91q(ECEd?u4X8xOdSG03$`JDaveD+7euoYT1jtxZMM#|Q*@XZC zDR*UJ9vkhveK{v=wdPRV>qy%N;{XukaNMhGFW775KaL*SAa-*Tp3ee)R~5Q>niF^% zuOWm#cCkBN!lC5)pVrcUeHc@o6SbSr974wNz@3@U#T)XOgWPRwfa6Q^<{{BS>qf1V zOtTy4pJ15}xKEZAvo|e5HL|ubFiv`Yaefx;<5hFbzYONIKuk+hKMSC;lBFntL%`4T zR^9+O)G+BINygSFP$i5tUFw-}1O8#qaU-qq4g~{D1px{AvDt49U?A-3#YfH3rkpPO zVS28Et?RDj4~tQ#1m^H>`qG|O!sCdiK_iF@@FaOa5W-#Ms5+J9o!}motK@v$5&0bs z4eTMs{w$7F5+3~y)qVD3%FNvv+#FKsE}sA$Uq}T#4pi?qs>=jIzjDiLMC6@K;auHiL8#+afJ!8cvEK@#pWy+g;@0EwsYP>|;{DX@qQV;JiI zOdYXWy8G;~23N*HR-r;QafAQGUW4=s^#1- z#SjZs#GuNijXVbzBWVp|HqMge+D?W|SrocCCxfN>v$wkJx^<6K&TQpSpv$5)O-R9i z-#Zw>n2yAB_-rB7QBycTfy?{@EWHyo;O!49sY}2`=7;A3GDI=2*6%$YJRr4mnG>M0 z08?3?$!$G3z{pcCqT-h{KOKAT(*dM(c9x?cLFocz{B6^0&2WKwp8|Rs2$%&0(6p;If;+bHGi@rtm|VGgp^ zE|bY%HULbUTzjljZpmrzD)FMAIc>io0YHQ?qLQmb-=2S&5IDr+S8Dw2@@5zt@+Jsr z2UKeHc3E{XBsd#mE^Mg=z-z?ow88z%nalBq9&L$L=?DHSxr9d#G}NF;DdRiy!mDkd zkFsD9y}A!rXzy2(1KPkp3vf+TmgAW4OAdYe5%T9Hgw7;9z%caf`|IRyoPlluklG9Z zN&iZ^edOC5S->2$e{Anh3;=UdQwept+Ymoe+^ifp)X+RI+`C-~G$??!Xq3$nhQA?M zW(9DE_ttfwl?%Bo0y1MOL_mgvX%se~MdXKh`^hfx$N|WOsH}U=!L1vNSy|l<+&jM5 zpVhnoE{BS>a<`PTh2iO7qnVdqMNSQ1GcB8)_Y}W~VHeR`|AbJjFc)AYOG-k+I{}E>_ab4l z&uZ!ez3&h<<54`iKi|qWGY9I;bwieDJ3gs=;XV=ntuqB=@M51mce2NGE4YL&3UZ_Y z5TxCAyA12#=ynacFYNQ&g1~@l7a}KLg|(PNvI@|V=hYmkod$tfMx%kHDktV!GqAQ+ z=P3kzyQ4kOExWc*4;&7m>DXk_16}BZ#8aR+#tu@d-{q#Jh08L@is_4Rf4|Fa!JQlu zzWj*2sN;wDAy0(s`Gco5@W&VpEQhEX8#ClbBV_kY>ZFs68i43>xgXH2hxUl2x;TO? zG!{77`>;z1(zmO{pM#QQUHCdi7}CB}LBj%gEE*j`!;33{wG6cx&|BUI)*9HAc0z;! z9IysKNrNkYlk_C2L9alQ%&z@K8hb*!{Yp8oBcd_X*nso{1qRE&wI&F|4TnK8(8h5R zB&M?U&ih@EBtZ8p-KHKCGM;*}Ap`IN>WHelG^ri!en$Nn{^6gr%$wQiT%#?u(1iI) zq%&ed`~-L=lx8&(2OQjn9sop$r(wVZVf}FfqL~ueOMPAr#3$l>LWl=k)mUcj&@BCl z=`C+YfN0;R0@x9fdkDwvS&Y;?%v(qBn((wh(_LV4WMTAOyp-r$p|(fgceg&S@)856 zTMg0k(!{2mSh(&)|XhWuUUuGPkZ4KHWw3;N~0JgY?J+tp89r-?R>yluNu|I z9RMnbgz1kaX54gjJ@@F)qKV8@ni;d-VBe;{7IS~V;l{0)-@1I^G6s@AH3-Gz2C@^Z zrNvbDw0k~1_zGnf1Xe5&82R7yp$S`imQf08!VQxc1ZS!!YxE84>Yt?N2gMOK_EwpYb5Re@=k9j%KAkfBFXgx_P8<4?FVO&`X*=nHP*$ zx-dExLlhY7l+9WLA|^EU4R=SfzzMWJwH*4Xx09nl_iPeknv?@eGz3dIoBE_DI#yiH zk0S{EUI;|C`_|fO*E|isw`8^*_U@tThb_=qHUdMFaug~}eNl>7ul=hR3X%dp5cza! z@F2q^mAo#XCSp!~2F~^S)xdx|Xk3pcyp!i+XQ`5oxK%JIKsTxj&~QxXD&>hgSPTuZUoYq;u=ghlOl-$)P60inIM)rRe{8Z{)I-nk8ryQ= zb0RBu&MXiimT%P?HN5I|QnX^svz~(sjV$$_&VfX(%9~KBLZCh#>YjWz#aLOrOJfIw z0_)Viwp`-N^{YMMrqq!bqhx{$V*5ijVF0reP#jrmi??Wa3&ecu3?;vJW&R(nn!osM z%JUneue<|yrZUe07J}H8bS{)uM~W;styH7)*Fhi`ze*<@y=Gf_1V{|sURQ7nST;Z( zq(DyzFBcs9m@zQfW&I^#Oy|Pjkd(fJf2VQ_h@R+6dj2OWp|)uCDhtP_&22TW0t1ic zndf_0Vhq?ox*^diPSO08uMNlzhIhW#D@n4Bf+2H3`SN{LQX}W=M|2D9CDC*1fS$iT1PJq zFajYKAZssFZWs?(WtzNB#$CMmg|OlcSzgR|1*&?VVMM<|hp%hR$sCyKW<4Eq<)1W6 zcZm&=Rb%+Ud3sm{a4pg*zM>C$`(Pf@eX^jm16C?T8$v=quZcy@k#)(a9$h=9kOjuQ zH#z81em~WPz>L=VLrA`5aW68zhc=;Tt1MwohWrm1jEjx z_aRXh5_dMtH#fKU27c~H4H^~u%0qQIlyR@~){6T|J?o8zo-)Xxn367isu2JHHJzo6 z6|v`8IcKMvQ`S4fpQ-vrl z2^vMJp)E+8wB$OBQBzCIgP_50TLRtlW@UdL?EJ@PdiFm9Y~;7K2CoYmfR---l5%_J zn}gdLl6V$(Kut*hrtzjTFXORmQ$ zYv97kICd-vp6!f4xXijIxdadF5AF)8?r*L(jF=n`TM&p|x{UG1Up|?kVbmBR1$f$e z9Y7uK9u$I+lHv?#SE=7!`sJ4{8c#`BU{HA@bDyW2KVHK**C0LBzQ?3OiQ}$x z3kh?$=$IJx5d4Nku_d04Pz>i7+P2XPOnafbw1rx9Mdys)inJJJx1S%p)VSlRK|_F# zFMSabOt?ADb|o-GajL|xCt!Dx?#3Sp~WOk_+)E|NiXaOGxjigE7)uo%`=yvn2K?9J8aLwL-ajaa+KbJ zHIue;=}mTI3e^jy*Z}2XN?M+Nj#{{gyzM8Ka^fOB^*p(gz2$q2zkHiZo>Dic+l814 zSmXTPxo7DC226i{|J^<#6@dHP9U2;nWo@DO*g`HNp>u@=U$G+J@?!+ykMjZ z)ix9Gfxpvnm<(097*zM)LR!a{Paf`DEzNhcgg=d$_;R@Nh?wV(yG4|G1nsAcIsB;x zhr#906EO7t7HhFPr>>9xpY9dvcb~73+%|T7#(%zT0G^2^+mIi1QhIIb;`)lyIcBaf zK(M2b2~_V|-c)>+JXJeA&JXxOYgR-!U)lMc>n)nqiqj_M-0I0oZ?NT#0*wJ&S7!6V z4ez6tX^upiTlXwSuKZ*RP^bKHqlR%^w&+pQr}>LDgwBB^)AzHkt<3Fc`FX+SL`Mb6 zu8Gqne8~~z5eEBRGVlYR>^&V{y|`N+9I|u+Ou$67;r;q)dh9p~;V$eA`PzV!{Ktp* z$Kmn+!8fe@+hc9JXEuZGClc#T1_Cb^5b>P#C-9D3M z66UB`@g6C@$VBjopH;9Oe>%-}v)s_x7$0<9Jq>yP>mH|&1ZNmO!y(?}>7ShN-?q&s zOwa0alwH)GMXktwiIDC$m}5|6&a_>QbHx!(-V;G8WWuOq<27C(2Jh?gQd7}L)#}=> zJa5X=*S@V?wGP$)L4FzIjgRQ|YFXxKtjK5&eUW?O{*M4NEXrTM_GgM)U~~ITX|rGd zHQxN!CO)}>NIuu;AgE$cpr-dr%0@$3ka%qW#Fif=XN~;%v`tfFVNHbkOlymXaum;D zv%EX_>3dT*TWE;~m=xT*{94GFOB!ltONvi$(XGDaYq1coi9AZoZYlYb!}b$JIQ=R6{Wu62YXC8D2{J(Vd>lzy2McHHX{69XQwUDYv#q3DCM;x{2-52=l?)|Sv zR)!vV(Bb{=Uq5mM8oB@vzuFwT(9gTrYVc1LBdz|le{x0r_KEY)-cdW4Q)pcI^@aS` z<>L9kb92f3woBsC7xfox3lgxT(H4`x{L1JmpFQ5`^2P-J)i-$eIpb(YbMR(XW!yIe1d8DM`^%Wh_O7R${%;Cu2K}FD&mhh2H`J4 zbOnt`(+c4zPG4D58RGaH(_Z*4?S>XTs%%7)D+@jlug>gFTzN>WCUx$$uT;EzTam;l zK1oi(Hb?6ORxg8TFT&gu@Os#el%=F?jx(qATE30{vW=ohUxS(*<>g%S1Q z`6t`NDp@wmZ>fl4QtRcvSt3~oSIm?|f(chlq8+)@CZ{;pgbrecS&(yd7LzYYkKfli z$ZQ2xwM(|)sZO}p+$|Ixr!rE%zPngL6kDp7L%uJv@#O=LpW0~5<$nDwh{ zugt3yaW^UfI(U!b6#h7;f>IIO!+)Mbc=E_;P}i*pMe~)7L&p7#e@%A~KkE6Yz9Q*p zh17{|twiBk)RzUrPa;GoROXJ-&op7tGsA4FHv4hQr&H<*G_OrKDneph3mjQly#;u` zeNO5o%oBc5=oa9Je&yR&Z8M3e;B%9!GfD5=4iga<`d{5vUGg$ngWQ2UGf_Q zwF?u!O^5ev3_lF9-7Ibp-*b(Z+r&0*zGexi-aL-(HFOT1qWMwj(v zdF=`f_v;D5zx=mPi0!9D*B+ac3RX!YHA+I%r?=6btB_8omybC+|+SpHUc ziShvk?&~B3-T?X~1Mho|eU;m_{ik2L=bou1pT9P^>V!&>LftlYmgB!u`|Lg0kT=ch zjJJQBywEE}`{vrArR~BFu5yd&opGlLBz>0GP`a!K*2-3zzvjiTOXdPRzx8@P->!*L zwdvP2H>M~oMRawNhWChFN?~wb=MH%3-&iuK2C^M!QlRL4= zJh3W``c?>2y@Usc-4nkqFEe149OdZ9==8x#01khOm42#QKY)|BnsRJ35S1E#evn&^ zhDx`weYz7OD-wA_RR^&e$?>6$qz=sTMj`DTo9gLx|TQFUFAMJRP%vY ztWo(&-&XmTT~!7*=VvN`!z5#k8}4uGFXGjrmbXa~omqHLEIOgEe6bS`#fIdnJlpJ~ zRIjtVG%NiNTA?FDx$zbkX@jsMn|!b1Cnj`TTka=Sl>}8(=`5LRmK!R(l!)O}myOk| zr>B}3XEPUS$!%*H2L(kkIriNRICI!E=Jk`7ogk64ZOki9&WjD1YTTz{X)k1v;XOO! z;za!v%cC#IJHKJ4i$MG|8nD4S6y`&`Jqy7r*HW$DT?-`}NwyaE9Yj){H0*~-bXZ9V z*!k{Mo;Ic?xYO@W?&#!m+V_VA@z~wh5g{N@ByO7Eal>E3!rn7X-TM)k@$>o}$%`4x zDl7xRUtceyXV*E^bPxhV4)d?yZ!GQf&3X10t_l274m3;O8ki}IP3w*g`cM0(wEe2v z665o3p=yo|`>mH^p89>7D3^qlnK@=uNvYDfx2k>+u)0zIW_JUouvA*)RfQ+Vi`wbk z^cuj%UDb0$qEAULOPz6oJBJxPbQE)Ct$(TiD8}R4k@j9%J;#}9oC<+p)|cb~&zq}xU(}#R zMPd_AJiRgZW4V2E287IQi^a)QTh?Y4msC}kpUrU(EU`PKG{7R_HwO+A;W_GuxHUu>Lv@OuGqj$}wAzs2nawZ#_5xxu(md*ORtExL`4XjekA(^v#~&t-iJ zwRG(%BEE%GN$5R4fyzMmO?mM@ zCX}8v9APIg?8Wna8{fZN_N((MqUxAD4`Gj^a$Ph}K-!K&rJIS?V%9q6;(D1$+db~) z9cwrSOSI<9tRpuoEhX|*#s)Dd>NEofHEEWR|Fs-ctZb^}!WO7xx$Im{i@rQwkkIf- z78_?`s1hitQ&K6uY!kMla?>*BVn-gX>ZqwA=hp^PJNm^rA{F+HD<+w@7m4$Ktef}E zd;@pD%`hbH;pHtFoLttbJrudc@nN_C6cOiC{eJ-)eaJE9YkuSU;Qs-G>U?XX;0nShq=39)EN@yVL%Pt?46GLGiKF^`e;eO^eyZr+H z%6hH3ZUu831LnuMRnLIQ7}bh13Z85iMZXI4)!MuAsxl)Yo;&n}tS~{Q_d1~${o7or z91l}MwDJ=7ywQD!RtM{f1nTd8Ei8ILyg_s)>-!=i%|5GeuEa#;%6YLFqV0|n{{6a^ z6V{`^rO>H6fzs86Mc39({Pr~@&qMmX(^p;I{aT0Ez}`_GqC7%t#C|!W|4hD_2tW8? z1$zp+IVR)a_eKsMFUzZBPR0af6Xgj@8moL5!V$d}^nJ#h(sfv*1*=i^B*rXEP4%&c z`njw*h+VQc(Fv^lmhol-s($(M$6h#BlKIVHFMd>S!x%iJ=mdcEp-6V8r3LhB&F3jITyI3jti>iOSIYD{|y#ZUNiT>eYpe?7FtY#X6qT1x+dQgr{;8cg&$?f2}Z7pA_$&I4im(Ro5 zUC7cgaC5Sg2smGH-r-+yHFdo&%!6XsAa7)-FuWKUbsPu`*w2fr!>NwX<6M(o=YO8W zdvSF@CBJB+$%4njaGG@y@OYv|q_jaf2upE^j8Tg&b5%m!9Y8|)wnFA zOya*Obg`kHO{~JMZ67cQ`@sb&y8G~Dv8R zYlcMRIZW`WBgIhQFg;vc9Vk+1It^&vEE(~xEyed(ZD9^MHOv*9iKrwv9QD-oNEM%q zVsMi-Ryjfu-Bm73DB5+RY&fuiKfkIk=CN%({ZSkWksqR;X${=TN$-KVri~ zPCpbLHnl+@H=GLkXg@#So|O}(FT%keNjSa(71U3zMSYKGGpwalh}yP$Q3LjuoYV)c zQRN>fvm51nQ zV(5#@JvI+r{xSXBXrgx_#VhOvGIx2}x|_U_nV%rm95<3(p-GW=RaMm~Ld!Nq{G>|c z6Kca)%g-1+6L%m^*?Rd(>+bEu0+x9-stasl%l%+`zVib|yW$;+x$`DWo1s^8dVX@0 zj2uF39 zkuuN0Z;v_}B&W&`aJ0_67_?b;`6_hK>xDN+!pc7>?3hNiKcP~*{AmAvlZcf28N&Zr z*_~h3bn(NxGnm>^yRQ}LUtfvOD?|nPO$9UH)p2s~Mj!F{CGroB@6NKd60?L{ROjVs z8KGkGl(7o!?vD+E0v9=$sFvL5*kJH!y!;(ia-Nsj*o`ehory;iY6W?&@tWn0-Ghnt z$-F8Vc~%~R8{7WqGWfNUsyH0->trqyjT@dNBN4}Ghfzqg&Nb%6C{o=ByzVsub8B+R zU7B|wAm)Pb@@=4S17vTRXES$#HUe{u_t+fV#$NPksK>yCH>4l()Z%m-VA*Vcd6kz< z!io&Dvio7ZPvFxqaxZ`7Pz!4%yOeK&sHtN?DeumFdx}Pr+gESK6?WnclZxvVdCmC& z+uXl|4^e7Lkg}~XKKM5YGB-wDD&bs?qwSN~zU?T_V04BWo9fqr%@QYO5`Dzsfoe%_ z*W|0xLE)2|f|%lQwd{T4f87pwGO)s^<&ev~SBUn5T{9)4=aHs51Rd$m31`cBYzrFr zZaptD+z2Y?2yGR*vpDSkqJB< z-%;mLnwMU}Y8lxyscpxZa5Y`$`PyJ~XIQm{Gpu3g$Y+4`Lk#E zoTImF#%`z&ZTrQ;xO zD79l)Cwlv*=rJJ@HELO83xEwRkw1Z@-$}iru9ET<{&f%jGo|Gu_#Wk!=oOJA{h5^F zZax!$qsW&?SbNyp3rVi47IMQWH_f;Y$51c`dq}F~cdLILau4q$Is}UKZFvN_E{1ERV zai!Fx=P2OQCb`ZHkBqa2$P+}m>lxM)b&O;J>ej9L~|l#yHW7sO~T0WQAK~ribNja&kt52 zP&?rd*yZP(cV}A^A)7P2e|>vjt-kgBrH=BYhdhtYh-+xk&05#6hbTZOq zQzixzOM3y#$bWOI(nXie7kZ)SXaf0AR{k-Atx1kD;Sh~e7 zqS`U68;26gL?ZgjbFXyVibv=iuDFPxO1k&!REWIz_^VXfBqx{lgg$O~-$-xUCh3kS zo}r?c*xD0lJZH?eMr=I3tXk7>8apMm)#(xC)zX%qOf)D?ffYD#m@#m&_Y08x8ASpv z&BG}JIKf|?D?OYmw#0_YVFLX~ZePQf!YW+^K|{pNLg!t1efOwZm{M+U@cOk8E!}Ix zd*t&aqAjy_gCi+s^Scz~QYTC2x0B0$YyNo8&BKr@^`>Py*%t2@70_gO(C^;!1T~%R+lY;D|PZPS? zjYiYmeTE${PLXu#Dn~b^ikY&0%K-`1rXQa+?ize`>p$#B91fja>E?(~*l$vM?M}Jg zlh5~L&zt4f*!;*6K=OC0w}jL~{;+TU^{@A_(c~_7c?yL}ZPP40|8iph#%Y{$zShYh z@8NlqHt|b;_%&whK#r=5<1cf#S&w#ekx>FBHv7BnbXYaA#5D}c98{FwjE=u7WJ}G2 z_+?xS)lw{tB<%+$2!5V+e8=t3{Olx{mMd4%LbDyFZL-=^*PG7Vv6jqaE;qDjvme`! zAA0SLqbv<^D_nR#u)lKKC6CZ`Rdo;c<~FM0+erytw%0aD#ijdp1~M(jFvTWF8?c`L zv4Yj(!F4p;{bsZI>-qTS_w3^K)H~LnW4gXMS%6ddKKL}NVBltu>fhK*EO18-1GJ^YIFa4oj+&A3}gqwZ+9~E295ky6W|k z-IDauVsie4$PKG1%=BM+U3zM`qZd!@)L?iFq5pjNUr+rW&P`TaRy|ZjhsWkb692#bEW$^vOxQjdiA+r*ZZ> z2RXdFTYYO1*NFXaZzYH2i@#U{f#)NvN-aRG?m@a8^3F-awW@{$YjcohMc2P>d;|I%LDuYI3&$3=Nl8MW@j-#mAQ8&Ed7Wgx{?B2+DyPx#?N)DT$uQP0F z_blpRCsh*+FM08=N4ne+gb)N+78y+Y6p6|7C^#8SCF< ziRKtbEsMf342w1}K=XmK@UeL#PVhaf8oQQBBahl6oP5)zwJgwjc}=l-Jr?~_Ym-eK z7i!>B1dA=s5;%dsz21f|#{PRe!N|f;4VMGnwtd;9XIp_D;lOeeAWF;A<^Y*1|AHDg zF7`Zs9;casJU@F$#;XX+;NZo_e{P%bZF1|TW9XjTrXh308csAv)O4Q=gy2fqrs%wn zOOBaYBpK?(9Y)98Znx}sEiqmdu%F_I<0})w9Fi?aE%3{?)6=|Sy?aQQy-)b)(J!m= zuZ_SZlVW+C+e)#O_&c8Pfe zr#lS1?HlTkH|K9rE)(RFx$K0z9UXo=cHnm*utDorYp>y{aYHBE-8pW~uv7qxxW+({ z6jkQr%+A^-vA+;QuHH5F^~V3#-j&BCnRab+Dkd##88a=^rnJ=5%F10!Gk2u~u~N~> zT*@s)4MK*RQrj#mwcJ`zQ_0dW?HQI=9|CAzwq}1 z9-ecb`<&}s*L8z2VI<>Jl2EMcN!g`+S)Bh8CsOcxCK|m$k&o2`)ZX=X-dWSbCXiOM zQY@CemcVlooVP%jmaVn4UDM$XI z7<4EP%o~;)>e#X27!q$ha!VM)ic1xP;hlBH1l0_oncFA>KmNhAXq%Aj&G?u0K{5KKf_7O z^JF5V#{^CXZ**O;_6hS5H56WoRBxk?e^m2jTkI6|0Sr`cA=xVq<2(=Ps*e0rkJ4(} zfsmk9OfH$7w3#&Vyu(r$s^Rdmz^Y;9MF!WL`Wv0fItI+Dc{x5jUV|GO-Dh%>eC*AQ z+zIyO(ySChZZ~hpbwsR(Mk8zL>xXWd(~+J!nLF{E^>tqCi8p1fZKJt$=*?E$)~(G} zWyg+4j1j~p?y1h+b>>S9a^KZ*28RBZ{`uTd@#%|}4!l;@kYD>PI{CAJ6(ettzfI&Y z?a+*=_t6?AZ!+m=)vw;#WgU3w9a!bVTDT0pY)2J86ti>BJ8x&M3kCy}jc_WsnSJ}$ zVA@WgU=~zpmecA6iBtr4+v|-Uk?8@Uc^`E0H*?QVZeJ~O&RF2+x-!x7NGC%)ISPxX zFxo8PkXgpj`cjjM0^(#J%_0B8(z2#?j6B?a*#=g{C3>1Ls3J>Yss@US%?4*d}ht(dXID=f|`E@e(x~j_i z821clxFq0vJvu4|cg%`?{po#Yn3_WWQr1L~@$fL=euN~T{q1N>4D?ng&FWBH?P07N z|1o;h?1S`3`_vnOh6$a+hW)AyV^Vq5k6vqAtZwjgFT~t3O z+&7Q#H`hW>_HC#~Km*Ng1|Tm0sB?>Q7hhr4dC`mq2T~^-0;~ERltZu`w+K4A72Q(j z&aE~&uZ#ICFjmzXleLZO$S62d3g~Ofao1I6^bSk$JsmUC`n%(@y2~m{Ehm``CsmQq zNEnFqIbE|q^=%*yr>215L8i=)-lCZE_ z=|{*$nP&Egw$MsmU0-esdR)Z-RqfMU0#-Pe58A6LEZ z3at07(dne2=f&CyLq=_-)(AK5bYr4l(t30SSt>3D*h@q-|asq6~HGN~s7nKW|)UJemyj;4muOwb>6%G!}tH;+M zPYj)G&~8mQgHj9%^$t9g!asnx9YqKTUR`JccIFrxilEAHjMj zSS6T6fEI32|1QIu8Gz$xqa+F4zxFQSaa6x<))fGn&XVy0z0DchgJ5|99;c{vuD-8xy>K>Kvz_v+|8gD#^zrlT`;IrqiV9Ug)ZCh$9M zR00375JPDit0k(v8B=1YBs$OaW4?sUlXg}8LZ1IkN`L+re{%!0czV7TASp$fqiSac z`nD)T;aB;tw^W$rl6&*{DIMg|-Ewd*~sU$8YYWFaq3|!V#!V1elsMsB(&EHT4J%Lah`0rmkCwR3D zzix~r#5OXp=ma6BgrnBp%d>l>jCiIB*D%>ZHxEex!=sN2?@Wf$m;^LrqnA+#Zu}g1 zevhaRnIo#QJWqyNw$aVICq}a9Gc~r68#~+RSfY;qYN87UyD#Dcq8{N9oR<7{Z;8bE zF41cg^V_fCi5`NeV)P9oc#)c=iQz$$Y)|a-kEG2tJUrO11yEhv5)F%XpT40}Py7&1 z@rH0!1DS-}4x0QpyUoP?Wz(yht{m+_Tbe5XQ1!27F6_jE0D%+}8k0q@;W6FJb}vuC zLlhhViv32s9L>L#l2z?H;(Ku!975%1O0RJ9aL2GrrA@}oJdpt}6>zRl`{nv;J&UKO zOWW)`6WhNkXS4lqvuHkGlcEYP8tnOYkN&ahseZD9ji>D3kG$6hE1YtKF9n-s){+UG z01?nX1t@zkcZ2nN;l}$BV^OUH*k(H23UH8iP+nvY^Nu-Jli0;Tt-UWh_=wHW_VL#5 z@wrNv?9{6x={o=wd7roK;G(SS0A1MsE|RMh9~W0R=AVaFvwCg}D|1+o@`5yWv@&n+ z!sy`pRw9xATO>T=lk#@&1?biQAWFyuRnj|qG~u!BYkO^r_Ku2zmlqm8Mc;l%h$L|t zcj5l_#X*CW43r&3SgLP7K@v(F4mk1wQ(}>}B2se~e8wC~-7WSG5>HLbYDacu$Ev_I z25Q;wGLzqiF)Paip+l%wIFIsvHOr*6eDyO0a8<#gxbwaC_sqR@u8@hp4M#YH1PgF( zr~NJjw`ZE^rF5D^lDs-$H$*Vzijq63D6y+k%+OXvG*}y#7bm0X>9Y|0MnH+3zQYQY z2ANd{;L_l=p2!LbwkVj zNWEO5y7)T1AZU2P#xnAbrQTKij)bWlj?81x1yG96QSO`!ReOUz00wkUo-CgW=)rPJ z2QtruYN!1ECmi|)CvBdXAE~|rT5bnNij(AaSL9$%mpsxdY4310??!m!5Ja(i$Cb#@ zYdomjTKC_|LSF(2{S~r%& z!!-_o4vMaA$Sd&zYP({P{)0o{Pz9b!Z5S+5c2<Uv^kIXgu4j&v0Y8Wyh++&oHkljfkVUDE$}dUB27>-*dVg%F&yY2BnXE}F0w-|=?62L~8HwPBdX>|Z z>uW=X-+N~P?fEP$b4>p(k#@A3u0q*ICR=a`%9lC3X;0lPJKh$zQL&jNYsucJZ7(Lf z=y*PgkuLGm@|@X&$n#x2!aq3b)v;H4q;vaT+Zmw(A?OhcKGt^32CcFtWz*hAlQSPB zc5s!Se#f=Q6+SHcwz|a>VU*s%0=e*%qUag(TQ64l=+1?& z`{u>rZltzEy!V+?#{Nv({s+7@Z*u-5%eq3$5BTxYTQ~T5|UoNt6eCOt|0ho$LJ> zQD``y(^99GoMhdkR3sN+TJb~>#mvXvD3iJYj@pURUoer1BY+pN!3tdLzP{dh#}dJVE6GOd0%7Phz#@&Z@V8^?M6>VH-1F~;)d%(=@GqTiStxLp zVa*p4i8e}V2EWM{<#_lholWdEm^I9=`3{2wI7jeU&7D zQ6eTqwfDC>G+n63$B;2ylIA5|ft4}*G+RRmZWwx;ajwa+o|gp`yvDZVaR=`-_(K{K zxo;TPQTY`CgK62*?*UKV6F_Im*h(KOrC8RrZ8aG)8-2xmP0@}4nkTeT!9n0gQ#LnW zit92h@N8GI&6vj3)=b1d=csL)plo&Z$@b;V_D^_(T59^qz(%O$CGCd ze4MFPg*zI-*CLSeCpFl3{Ds0e@0v$LbY0myh4F?{Q`H7&eg!lA^VJJM$?h)kfiQtFxw2B27ii%F7S^dIXp8d z4S>s#58MG;hCkhs5kYScfXBH@pILznY|d_c5O_7Sb~$4g0zSAOgnbZ1pa|Y)Ho|jQ zzR!@A7Np|v?25fn(hr9^eNpvCyqp18h_V$jMBTNB$L34gj)mTa);3L$CIm!g!X3BH zPn%5do`DdoKJ8c(9fAlgXp-X%J2X-pO28xjEr$rtYpA&aNTRU2yeO$uZVXKqnm7@Q zbUn%rK=j_DX8=}$|K1_a-JvMhgid%EV(7$=_anxwYz&7+=E(TNHqz*x*Cx0qEF1!DK7qm=6l6#i7ZhVWNTktakjM(E z0UX+e&R zi2X?4_g?yN+oG5}R^^(Nb35qgUOM|o)85CY(Hii2TEGH&e6L0BPX68jmN1>2S2{_n z`seiQuMu$SV!X$;4aA0f>t-jqhO+UXMJHDK4(S+keT-SyCNN#nqkA1CR5Z-0!k z(`;ojpui;IIjaGJU@cHFueH=M*JkdF-LuEb)q4W~`9+>Z$n);$A)|Sq@7yk6tN8hZ ztGp@bdpGt)FnqFh0*7u$ODlTLgCp$##>!DJflI!>PXFp%hJS*7(KcOz9gbKU`YChq zNX%0sYCyempHAUc?!E76zCLU~xN)sDw*Ah%e+h1UoYY&GJAj|}wK-nwINMZB0CHfU zU2XO#-ZC8T6fcEdz?^updgIcBMva#C^*|lp3Jh?O=3>)?IMAMyRf5hHPp{p-*JDaf zoNLD1DT8Mz0%UEiWDVpyk@>tV?`4#JcHb1SGTz27OmMHwwNE{?7~0pojK9KVBv`f#e9S3)GkFoNagVT7 zJ{(gM#8Gf;K5wAud2QbJ^1%&AK1@)p@!V?n#TE&lhm5U~8(0{OVCfW=^PBMx^LKW< z6FfZ~Edk_^42`>w+p7Y4YL*w6i_-R$PbGP7YE=2&#f(>uJ%PXA-P#oQBd|XUoYuUN zeHHDw_NPumt|9bM*V&XV_1MQA8!XsVST zJg@1cZt@m5-2!0+C)s5QS;0L5^lcP!P~ZUr+#9^Xlmg6%4{(^Ja=s2CpU{(OZ)phr z69s+_rTUc&nO)qGPpLmXX7g8}sa!cm$$T{bFK*(SwD|I0d?Bz`{p%Z#{G*pYtd-dn zA~^c;%Xj?CwEw&TfJgV2t3S<9RJ--K^}K%<`yZ^> zzl;4<4*jjH{dZ^o{Z08tK>yv@|Nof%TgJa?sDEptKCFEx1#NM4$AFi{*j(Dv5zTdlSqop2+*cFptDn_xJ357id3qY z1r6z!%2G%AVUjgzUhG49NB-K<+`v^FzggVmy-mcyzfmFp&)?6F6ZB5ow`!8)Q)N{$RW(!%HFsAt!$5B{R(Dl>@5ve-G3!szSYn31tuyCKfyd0!@)1p}MOKNKnNEx)W@c$=K+H06nR0pe4-j^(A!ezq5_LpdqU91p zM~o?EUTRa2VrFJ0uPw3KTE-HZgB?+^VrDJ2JC+zM#${JzGAvkPwzwQIOBSoFi4Zf> zGJ_>%X4Q@>W(JR$*(zJi>gBeUJ?8CD$5cobGqkl-qF2mJ9nscAa9LuOvIR>6Voih? zJ%(DbRF<$@F`Hbyj>m1=o+r_^e{fsCI=xqLYLHF>X*9{)lo1I8q9{!8I*t>2EHoPk zh9c<{d+*AC<;EMwa^IHQvbOE(8#lLRLY`cSE&XN7lC1yt{xp_htpDGh^aOfnwCDB| zXve%{ZdZ&;Zo{0^18v);ZQHgL_Ofl;wr$(CZQHiCZ7tijHSIY(IeM+7)aZ@2ZQX5K z+p2>t1_hCv&IgM~0t;&`()pqL{r~lEEa!JlCNab@JIu*YV3_G-ATyJA;y9DUNt`%| zlh{s-VFrgeaTq2XhZ!e{Lk=2a$BqL|9B}a8*u>*Z(BI47mf5S68B-d$G*Zf=pOjL1 zakR|4F1KgdWoGU&@2t?Pl%h_#9hVv06jNsUb+lCGl$$ccxHvk?YgJiD)nAz@W#)F7 zdA4viWxO2Cv`e{Jw7Qfs)9*+r9PL$UdG~;}cT2t)mD{7-%uzE^e+8G(sNNE|fQlpj23};iG(&^$<(MTU@q;h?clsko#nc3woGeZien#)nj zO}Q?NG>+uLnRBr`E1}CwE;F}T>697MRgUCBN-54%nj`gct+~re5(NNIlj=VGdAE%c z3=jpoTd}(pG4PonT>?@P8;h%j2W;Dp&CT}jdB%vH)V6Kgj%wSs+pxB6E4FR3jh&f0 zGxyxrd91Kt+ji2do8$PfrP}f$4~G2Ut+ws`Bt^yaP}OLyp}X||_y7M(c2%_&HQlAA zb$3;3t#zYmEmHq|-}^rA`~9i|_@O;4t=yl5DQ!&UfmJ3tfJuN9NP{#uB!N912OE!Q zFgbW6P*I>#a*$001>{GThU9Oix1-=LCqVU&e|6K@sBwIYv-CkkF80n$?;dKM&)li*+&hqQ$Wy zSy9kJ>zX=fOf3^X(W;)qjY8tPeS zR%ESdh#yj*9C$!bYs88n1Ud_XZnUP!TBrkJwMJz9(u6>31ml_&S!=|`nq-?wPSQ-Q z(fS?p9SGFaIx#L6HG%|D>x8r-8bqyYXmU*+h+OzWlk4}Gr`9KQopB;{z%`{c9jp04 z#IewjYXl;X$%a@Xs93FySR>HDialR?1DevBf@4ykMEih1YZ@A~0RmAV5Y(82MDS*d zDaPh60b0|!Cf5jZO==pm%a@7E2Y3pMDr8Lf~Nl099>mZ99LRnOQ8{ z-Q8V+TX1)Gw?IfBX-nFDqW_d=+pgO-`z31aIu7Ik76^j)k)7C^6PYdiw}t<<@ZT2x zyUX&7#PULkz%K}v6A!^$2f@Odks?@zV2Dr%Zc}i+a0uogc&!Z^ZhDJgF@hCB=@4v1 zFp{ACwZC@TFuOPr5YCe!c-7tX7QsFQ9XGU209=B9+(FDNie>PEE1U)_vL?QF-IHxb zn)}ok&3TI9%xk?*B>jjp2w=Q$Z zmeWKnd0&CkENWZl(7+OAQA1mnzSly5Wgyl>d^42oZ9y!G_gvu&z(T8_m%ygC6zong zs7AaqL<)RX(MZ(FWwhGfm?_e#-A#*OQZS2JRhtA&E^Z}JORkc>rfZ9#8kj|`Bax^r z=GO|;k{hLu6qDRQ3T9CoN=Y)U4%Sq}n#h(@#0E{6Xkta%^u6wyFtIABnyv|9OV(6O zr1=!dns8lr_?ml!u>?MFU3WtpBUZmdDEq>~tDw(y-L+St*|fbX#6= z!J2}(thLdnPg=C6h~lwpt=je_v1&S7g1)e zSvr5`f|Z9{G@kn(^OYZ2{O9&%GFMPV&!P_>#(BD9(!J&>{H1bLh-YdOwnnW;(Mpq> zD>+)kG%8^_VDKwQ^g}daHSh-eTqJztCQ-gj={%S6i#E+~Dd=PTh^!&S|4|t8 zZE2J2tG~Kv_E_wvljle~xg!MAk?l{z+!nKvqSj!NDJHqT6jR&iqbJN29}SqhBZwh* zmyRM<1O87~Xx?Vig)5z1%J164{m9u&Lb}e9nebV%qsOe8`BV$*7G@R!76+CDmI2%V zIy!Dm?g;nTiW<)f8iltu+BPpTPbv=@cZTJNrHLh|MW}^{c?stlM_Q2JY_}k+(i}Nm zYKM%NMf-Ze#>2C>wrl$%*iGP8lSt4OCbpjRJf?-6WkafOW zb92u!uWfWS{)*UALVbuCl;i@}jcAX;z6laRTdSF@>j$)-mWB^{v(?~EZ+4|AgaOiotKWF~S_n3b59Tf(%wiISrt zjMiAg$fz@2i~q7J14pAkTB(4gnf^9LW+#93X>MOSSBw=QQOo{>N2$G&ig>zt_tpoiL`}$m5vjLAM z`y}ROKA_GxbGinmq7ZSho~1rhU=8oI95ZrFDL$!(q_7Y5#o*OE|-LDoGgJLAvq`Q0Wfef43x?_*}sOV-6*bVsfsK~61bYR!sIso=m|%0 z^u&lkpu#pV&aaV?8p~TT!!Av85w18L9j_fmG+p`Eh`CjEtJF`>Nx*^MMo=Pz z@FV%so;V^Y5_Kx=mUUK`7w%Q_Gc#k>cvvx${q73u`V%m)eOoxh zGlOaw>6?iqXr-AYX~N8sO)92etcyX2Si~t@0|Q6fRmNF1gPg~cTAXmp=}>aM>XO{5 zJgAt*IF<|n!J!F2$dMxrv3!t)1fr}4215<#{rV9weQRz#-w31)hl8QO!1_F zqIidnNtnViod1eQwQUILlf)#4XL4e4jcKgFP-Ff}(j4LMCjz16nKSeXdm$=AV`~cZ z8zW7SvAT5;Afra329|Y67l6h{#6aTF002gTp->f`(+_gHlD_;twG66eGtLKt!PK)# zbIO02-YcWR{FKB$R=QseiL^)p;u*mCXe&x$K9eoe0mzJjmcW^e;nKEe+%+numeT^C z1*F88oshH`lEqtbOX(|5*F$+qG)5;dD{70C{*9wm&m(aj0YKTOuNXI*US)2{uKEnw1midzLv zNVB7Y9TJH}XrB5G;i7=dY6xM6nlutLM6`%Q$wR1vY4U;?=gEUuLn*`YrRzsQ-{1*i z4G4G)WJZ1q^SzsMAgm-%#Tr_OB7OAxn~FQU+#oT&8)#H|-Wwu3DK?6c4v(3x zW*c!@a!nGosu)d6)<7*P!?YT!O|B+UtBRF0j|OT{*_s-w(cL5wYpMw>>j)ckY-V@B z)~|TY96~hkIx_q+W-jGCQu-Y(%M+WNncNcI|1cGVewA)n1pyi%3W*^#AZertbn&b? z18Vd^)sxh+tLh>)K*U36SaF}cql!)_KB3rze6uS13%_P=BpU}^;eU@kxIng&zoDs} z@+)?ccapUfw-xo{D{+*W>eOLGHU%(%op`>mS_A-WU0a}B8JU1UqXh->h;Gl0XF=>| z0dwdZ2GGcYf62b8?3i+H{8mN1qTlk`w6Mv(>Dr0u9Gm1p_swnEh9MPGd&6g4DL!r8 zk<#yoT6CP$Wx0}m)U~T=Bx;LAHMuuts->^pG=aKyZ7GS;Vgcy`wd5A758SmcGRdS4 z)>H$o<*gZz8+|mxp6+S)ISKpi$B9q;DL)dFnR#>j7U=`|+LBGH=*}kDbCixC7RB4H>kdV$|LB$9 zE!z3TPv*#rW`aho{$+^x2Ry7g;86^$<9SLZfObwj7zSjzzg#L|#0UbgC z8mjc%)k`{Q)##lyjodXtxf{EBQqk1~`4;6#;&Yi7l(nh_$$XE7PrOKFHGWYczfcjh zEwP>m4=Xc?`;fm1PhH{OWZEWTr_3`X>8^jUH0PAEVrKUAv1IC25HTs5G&={t%xsYi z#sa#+DlkxFU%Q=%)sWD%0C7LltP20kpy-^n>kCY3T9g=->{NtT>`6ZAjPCks@@{&L z0)E#80M{*b(IG&l$rclvKmcGA?=+bBK@mQ>sQd*?uQyeKB0y1%9LvkR4y6FVNKA!Q zZbFeInGS@H^3h^MSI3bM{!P*|MJCk}p=3_b$~}v*zK*5p=g*{rK!Zi`Cg-Wau-YHBYT)kad1HPwh9 z%nZcz!YVeEi%Ce1n5Fp`za=RGcm|Z~#gRl`Bk5AZiaUVw)m`|mF?w_CDM|K}oF?d3 zz27t$S3I2W)~zxKpcJH_>QGfk$#~?JA_7sUy{1|}&`chGm9f@^#rM+J-`|$cWBIKK z@g7Og@viB5@wPpcqY{^llq9;JdfyC+)+z$PDohc$)4JWsNKBnnnF?m-1waMEE+&E@7O3*vI-o-oW<*cFt$J=k%qe1Est=N7}Q$=Qbv`1 zJAc)5-+O|^d{Z~pYMxjuKA)CIp2w=-Gp`&PhU2D9mZcC4C?p) zcZd0qV@<3eqid}&Zab6n*+~hT2q;@0Gfu}1@! zCp-E_Fi_t1K(LFsC0PBXW>%*a>86E=n;;k{6@G1DdNAe%WO88?7-(r%n}u)2+$J|% z_$SX-Ty$*Gl57E&>z3=P9ylrgx;l2!7Ta|}jX2x$0rjClW>_>b+cf&JI2S6~m`Ol4 zwb^i!6Gsm-!C;y|m@^+l%Uz1Me*ra*8b?vv$(IRy1!f_O4EfDuu{OzuErmRiWnseB zG03owjPu^^8sA>YS&{#vZPC)2e!vPoT>teMS z+*GOq=A~xFL*@hQPL6_S7^g`M2}R(%IBQ%?!O5Y7XL&Qt3C2r9SZHA>2m|P zCKCMHEJ~}kV*J{AB6YK~jgg@Jc>?$8%xsWJH6SRn63N*=rZu4uw8AEw|B7b8yHntq z1UweQ7z=XDI6eKUee%qE%hVWsO_D1?lbDJsdjQPv{?d^0mLqksL(f(cs^0?x07!Vp zQ&;&3GBt*Jj*=G0aE-P7VIPfLfH0#2@k6KX$}h~_7(xR8pr);yZ!E8i6cY68VXBB} zrhzESrok6Ajo&ADoHyB&KTvQ^HK+QbE&z0Slu9F!!pKg;^KI}~ohDusauWn1xABKh7!{aF!I^b!Htc^DqY9gNj+8l3 zpTp%1PAK}4ql(cYnW07<~h?yRHX={Dd%acDG zAXrxN_lR{Kn{Zy&)>oj33H&WdHw*sxLWA}HiiDe&zxQqqIZi*UiTsHE>--!(4^m_F zGNl9BcJXWVMD}Kv;4DcKW|nMH=hhShf-|G30M1GS^w&q!Wl^#Z88%tCaS}0|Pt3S$ zhsM9MY zk}lV#={Ion;%u2_&7LT+Z;Zzq?9fMIpH#QK6K8TRvIK2`EL{@9=GCf3gkV-xPqgKW zSe)Y!F+b*81zp-}tDc~1J>e1<_`f6kDGtwOH$=Rbf67&q9&ui5Ni>Qy({d>#o=)3V zhhFq=nY!1LZM4iE0Kk$)QJUo1-b=Ez|Gy19^?bYeYWb@M%7^o(Ggne~lT6}lqMdFP z?$c-dhIL`@n<8J{DZ%33pP`w(P&ipBSpB8;%ZJtXHgq*{G_faKM7wlW0mk2uGmYw5$BAN8(<-TkR@_Fe}3iIHa$z0AF0=XPk$*frcK|6wwoig9gLYsX)i=;qDEsc z#PrpOmbC8L+FqFHrj?P}TD26+qMk{DCJUwIA{v+}(qtEHtx5y449lCe0b&wfujD5< z5@=)r6H=d26pVpWXS%Z_|MY)!$CL_S|FRWIoz@jCV)%4Jj7N061> z+EXHY7R|rcecR|1S+5@rV4j22fdV}KFbfJ-v6JP-Pn%f@!YnF6%tX0j4T^ zDy1S$qghf0noPsYH|(a#+rZ3=jgzR;mZ(*wX!42%m{u{1YLve2L(`(A-jCN@hnZNd zzxp%<_4m^#RpYc;l~f|uG*9cQ>H=F>!(j6Oyo<`Q^xqmrnWnM#+V7nHO6G(qixU=^ zS$`XcCzlM@u}XF)pZLO;ST{sMiUZHIj>LIU0L?ejfIS6Cr-e#`>FBYLe}AmCppK(- zDqlH6C)O_P-7)U=QKA2QVLe|1Ph)2@TPsU@LkD$BSr^ej_E72^0C;2ANB#=hqHPeP z4ex*1L)A&w*7#XX9Upz;-TWKYevg|uu8p}*+s{)eo~`cxfqIc`rxN^DVHC|oyp_zT z(LGHp8IZIc1WjzfcjgS+fwY#k68WdyDr38*cOZiT@E;84(>+;Lf{9j+92r{X8MjCX zN;xGsa=D8D#5CE~rY~J-+h$U*vlek4*&99w)VR^5rP|(@sg%BEXzE5%FpFAKBT*AW zqyn|%daI(VCWcBueJqrv>5G^C6dN;LOzn|k(rwyHkhUd~h3mRQ*WWiPu-3Udb*^cs z%qhpx|2Aw7XQR;SSJ*fl%FCYnkJBHmz8W>z?=l%%2!p^tiEX3LgIJvLRaed}?yb8R z94IT-mbWZwAs`qfIp1(7Fk?ecaiT?utOgapR~`R>Tyxb@4dSdKyqjM=)wE)wm9?X; zx2#Ap-2LOxjL1OZfSv{Fq;{+l1|(LJ_;+q*+Ez6CoSus7w6;`@X6#2hTZOsD*#F1V zbqeKcxqI{fxD=BnxoTijp86m*00_*s3unx5n=a%Am;s#LO>eR4S>=h zHZUd|eoo?PL#M!qY&%q#inzB8D({ebjo*^x0EZ-qX$>LRrEQdBEv0F=x=9OR%hJ{t zZ}q3*O3`%V@|sk18?L$6%6hjP4rZyrRjn>N3YEc)z5n_5)Tw@|F8ATjo5H5yU_^+- zzU#kn`YSo$Jsvx)ZwY%Wn(si4=i0>KH^Zaqa`$53zvL@d_PD`8s`AELR``ztfX>Qz zn+gdAx1J+UImPUcy0_2P=Vqy0tEaNBSc!KZ061#zE^3r=Z=K@i0r?ye#ikWo#=#8;YFxHj9I8oA&a< z{Sr0V+o+f&+%Z?{ctTR^Op$g?h)P@wTrD9f6G()XG;E`O3XJ_jI>zX0V{F#lu9 zO3=K=NZ$STX;*lBBSQ?RZN_1!XUn)6D`IG{E(^v*0aSHuh^4vi9cJ((4s0rTFg3|+ zTY`1kh64?PnFpOR*VEw^*oOkwii4oWBu3Sku;Y} z+mlWTgy-2R67>JQmvrRo+g@zzMB1|$KthvZ9`DaGxs7N-$O3Jsjcjb#rX(9T8nx4& zl41%F{LXo+cRp-u((&KDA7>!-d{a-XFtqGqIYbY{yGdj356fEuj;!3^<58)890I!)b=|%nT-s@J?e8B*q#`x5q`d-z2 z;w~tF+5(GJJN2M3)L66|0&b$BO!ItIX)S=^@XUewY@kqO+dm6xg|K-|dXbkgk@huR zAaqGh%i`!6m{-8kjL)0Grr}`b5stsJqz%AafMn|%I(Z6*@s`r~3>hYHre2N53QN=^ zICL>nB77<_MG{g=zHMNsX&BJ4wpF=NSvG}wH+q9$F_q%#3_v1(HT*|kk)FX&xNIQw zqIo=93*jPlIL*JKCdQ#!WE6&8@F#UZ3?q)u+(EcHDMGABvpJ}>IoQV7!{{I-#OI0S z&z0%TmxQU(H+9CUxCt5mlM2(}@Z zVrrFA)znh8@?oO-L2=TbBWNUhf(}L(gK-gKe0xm70{Sm0)0^mj1Ge6WNZUlqYh;+f zrFTRr)XU=L*vw@_VQ@&M6E-)2%Q3T53x|eC0u#Esc^wCBI z3%h)Ek_1Sk3=rUMv_ESFAko%vV(kDhjWgz&AetL?c-HkIOlT9V1L;(gM?4VFv~8gS zEdz!6Tq$eSSE=H6yc8UeC17<`Z5xA>>RP1 zi9Z1J=a);}3*QxKb_u%lQX8w?s|qA(b5DJ=>^J+mN)`qDf`0KVTOK1J$$|PeTe7^3 z&#F>xbP21{yw=h{)*uyT)}=SQn;CseSs*$VW7-1%&5mgguM^Rb1iKAxvUHL>fu;2w znQdf;m?gsmbII2qy@$N7x|ZL%OuNJ^hE8~F$0p>)SQ0uS)tN~Dt##y4UuE8Rpr@v! zX`@4AVtLL#%DlBi8LXM@?h3Fu_qsqaox(kPL3`=ge~|InN(rurJ_>_quKMZGv5cxiLZ zkIU8?~l>lN4!C{8U zJnZO-!OhS)v6b#V5-H1Y5IA0s(hE3W=QjWZKdhzojtST1Z+OJ=$`LdNG;`oHfHLr= zoRtcWILtT4Q1rp7IRI3@p=vi(eq7X7p1LAGju9aP^7AP}jM`m$Sz8mpU_KC-&MLZo!E zP+{AqQps`EUh2Axi@S3NQ9NCBw6H$Ad{UE)I>T1zk9UUh#-M89VdSL-#_GUL z%Jo{MFE#-@v~gKU&gv!6bvUS71bNUo~m-vN#;Zq&F$Fkr5{GcgA66 zvgi~&_d=_ENKyeWO@<3*S32UcY+;PraH|=1lyTxil!+Wl-f&`;c&tNHU-d25_eZLdlG65)B3+^Q&Wl5t2acuBwi=nUK)QJXCLDf_ota;)-E^ya9TR&WZH$Zl8B~4gEFVf70|2Nka>!&f!n8I$ zAZHW#j)D6fvvh6Oj0E_vdd{mqppCI)dTr$Q9JRln004j^m`KmE-$KDiOhNEX zf;@I}X_7!24uCwvALL;zcYye zt$^|HWb+HImr`|^F*SFP;Q~kMIe08BK`UP)(%ZnDeY`Eh8gB}}epJ{NBLlZWd35dX4*lLdF);EWBAWd z&r`N}hkZOV%6q(Rx^9s~U0rY585nuNjbk1<=z;+aUsb>hREAt0?WPXdOtn0Rt$pL1 zVdUQO>`kAG@)T7m0O0E}Ln36678Jlqtt?Mon5%LNV5<{)kji`is)o+=P*KO9b;c`O zhI^QfltHa`Rxh7gMguJz(!eZgaft*;Ym^GanpO_31+pjT*x028*8@@B z*`UK^M0ypZu|p-T$2i|knh4+W7+(ccz)A5^w}h(n45RBGA;Sga`ti6t<~3=A`@%bf zPk?Brx~YImfUFgm*vGcU;4v^b_96Vof&g86i3b~OCF1~%bmNKl6SY>Hte=nTtr zmdC!3LuEi~stsFjgS>WC4dni7&a3IfYkd(BxtYsGOvK*pyz!E67L+QeCBI1At|y+< zqltZLDr(7dYMNJ*>qtR;1ojGAGzEL@hHLJ5<_-t5w6^s?l&^av+B+S~XFz(xm{;2s zIB95RDPdAzBV`6$E`|LAJXvs*-iJ|t-S4641u|Sft{;cT;{JKi#SZ%Yy1kFB5mM1E z(LO4IrYr7)VH5yLkgdL<3xzZ_W@aTqo-Y6d4=0`8Me&GJLOqw9z3{LbeEz?;nn#I) zjpN9?-8V;0xjN#HYGK)zivWVWx zxlJrZD{&=Bg_+$Zx{cP|lePIY93EC_?dyT>WE*K=JgZgv?LXUV){DE$;dd6d=O`F( z?J`hd1D^2JMN~w9AG|XFjI+@I ztOhFU!YLc9m_lm8rwn2;1dYvUx_+Qws7@yW6Q5HyF=^qHZv*VA z2v!oR*(+R>2i?n?TGl3TlqZGvG7=Jw<-Y=jDxqGqYb$m|N?;XS>>!Z6_H%=)pp4z) zOv8wm@ccycYv82M!TINO(=NjW^ZXsY-+4I=m4I==&hSjZkS+qy>(GfxeHAVe~#7yMRG9i zeifn-Z^`F<_!Jk#MZO;R=+rRWhGd9bwzRD#+&4)=X~W5AGW@ zy;m4{h>uZ}uY1%6!L`4p?;z0+fol+jkph;6FMaquQ!(PT_1Hzx2ynCGf2La#QicmW zq}q^>^)4u#KnW~q%mv~OKRf#-mYiGV{B$5Q0YN=zh8x%P&=CkSbguI6fdK23nO#&( ztc71=?aZTG(~k31>-dzoYP8JVXQ1PWJJVYzrg6PwjztTAP$tm+h%zx3OI(t6 zBrgKElPZ``vs9q5HqbIbF*x(Y$)#;ZP>E zq(WE#HdIrpkL;dC^%Z`Um>}0U`d>b4ycOZH%r@)TW@S}v%xyudFG1PH8n@Y^t)T9+ zL*)RlfCin+^Jd#AfU8~_^I zBVWoV?|^n;!kUJ5Ve|{!yrCO_?XLyTkaC?hp!3F!CYf5Ho?p*I18N{=V`X^0$AYP@ zqYywZ=^aaE4ndi*EHQGDn1{ke^z?Bbd5vJ+T>5tGqt)J+G4p~uTL)W+E(Zdpp7S4-n@$vbev&4 zRx#-fjW|~%MU^C}Hqh13|5~~Um)F}R`?OIxmasKT1#&lw?z)K$lj7G@BLZuky`u(% z3!_!3+WRIz3ELX0&|V_7ikiDXA#$6U4r#1MTKi|I2 z5YtT@lE>bZ2tdcDANf9+x+ktpwkVmc65LHEOCAl7bQCDw;00Jd z-nxZ24w+ZH)|Z>Gk>H9huyai7SPzWKNDJW^I+QlGLJQl#%Sct(G*23+_%v^!^&N7I z3=_DJANf754ep6#yZDf5qC9Kd0ORtmlXL=gk+G_XsjB^uD%M*59L;k>{iGd!*A_Mz z=`gYp=?qN&@e9vFt||6k#M@sPO%Tp!AW28oE|2sriIcvmU!dD+6|`)biHXTqiMvg( zR7V?4OqMMRAccWKLwzR(XsrCK!Z8_avA&^D83qa^1Aqwqb-xnXJNA@f*_4OVG#H67 zgzw$RRXTmuQ}q;xxH=5MXk-B0=`D{Mqd~~{3c`5 z9Ow`9&-Tp579X;@ud19=y1#<3FV^CSb6~KePHtnennt1~aV;b@DDLGXO&zSMxV&0v zdN8`cFqs0^TG2@|+Wp1k@!C~|Bpv+y zn&i8#;IiR^)X>$T@%k1!Qq&-N)j;a;+N=D`{qYs}IyEH*UVgsFX`gp}Xmk6Wwy&`; z)hBr*m*wW}p@FK~?or!!hUWs&2*3^?(K_5d!f59oAI+c^F@S-@}|(a2a1p|!z>bk=-{g~vGFK3A=UVK@;07MS)$ zE2mQ0z{H6(^>79FHYGBVuWO?pAF9Lx0Fm3p{s2ncFMms=#$bl2Ax9#v{UrqXR&l_f zA|C7sv`s-id?EWv@74vuRv|ecIygk;z(!AQ4<(a8+;5MahJPbvJV2e@o{(;w zPvb!sG-hQlHN|L;I!FF*jTrZYEYOvai70^TiIAsN2wrvJvug&&ZdIoP0LO^*rT{?D zU6Nptw%wV{;)=yTliT?RE!a=w?@FytI*D`qAV5MQ0mN?3we5_62=p3`0Ey1(XVeS< zC1CsOE$|)yScZIBOiK8+wQOPUbv*(=!eGW4K;jN1U!z>=cpj2&u<#eXcJbsuvVjvz z9k>DjrDxrbK<@AHqokOu%hc&3>!LopP#yr_c-n}9Ijt=NqTb`TQnfHcwy!VBw#Ojm zy_zEJ+++Ndt;HOHYbHYDj5Z{=eYILhsv~YmCKcCQl9sGV(}Plr^2{Ey5#X5wnNHmT zGaxrn>8!qmlrq1cg5!h*PMeHObZl7bg=LwCZdb}jFK~)@zdiY^$-Jm0)W0JDm@0Ph zPVMay^{u}5ft6o&__-DUfHB|Q6{Z^5($%cye}v~vu%61cStRiWw3W)bG-E)FBL@If zvCKMUHiA0HR1eijbIV#mK*KfA&46vQ)NG3qVAU``zhrO*U+7E$Of@}-jh2Sq&8K2? z&LIQ1CDY+QT`o#FXspC%phmHWpk5S{wT^Xt>U7TLy<#5*(g1)uT6`y<`qQEYd1*_% zNm(D&U0&hB<31Ufe$T|eGj)jfKU8HnW(EU0w)y!+xZ*WmFCbM!ZIGtj5-z`_Hft-` zhONJE(A1s-riB5{EVvlscTu+pe`^HZGTxz7Wre7^NLYZBeoV%AY0*l$>rbz(zpf`u zwSGOgSFET>d1-3^z+U5AGSY~8{Y{3GIHEZF(0}Ft0JVm+a1-0xlYgI-{gg8~2}N-L zTp2)#0I24=9sg8`ptkESLuGH7KOL>DwHQe7M|IFeJ>z^WvCiqoQ62QZXz8e_l&7mp zE1_jZwkrS$S&3c2G6x`d6xK!i=5w$7H_BUO{}3F|=*LSoJ|)4tyNm+>T{M%6WdH#5 zXs7WK-5gVV*F4XU4FC#hj1lx>F7j7WY{m?1f>U~I33F?RNe%|8TmK|#3vhq}*1&XZ=g*ZjT-qQR#=#PHGIayCc&@0#tkb-Z=2!8vq(TlySGEQ^Ro(3`X-=B+uSH zz<@2F00wYUjnns)8E8#!7iQM-^3Xp%S!=x{hs=RP8rz@mSR~ztBD7()V)=I^oe!V` zP{H%nf#*nBYZ2l&B4!cc z^Ldc9NFOPhFtNc>4SB6kTQwrMxVn>0RAu+DZKQ?qwATKbzUwv9%y>n{BwOB)Xs3gt z`*wO5BxRxu1K7lS;uB`XnIKXvr4oyT~naW;)@ z4AGpklPp`BDOEtv*0K5SlgdZg?AZY%DTiDE26D5vf4BD9V1NL6g*IM2ys&IyFu8q2 zgsDI;`Iv^b3$#Vjh(+C-d`pMhF(jJ9?NC~rOW!_ltuKkve!hxH=(0P{2V;mi4vO6hH!d5WETbGob&NCc9X3TMp zG3EHG%eX=nTecT_(mn3!@8z{XftzkH_mSyF&8_}Y)6o!sUB$mo+2CR^1DG0eg-ekv zMOL&ncViTW2&VM`)mk^Vav1wBEPd1u6XWzSEfU(O_Bg!1qqfGg2!wE*F`DF3nFOnz zG61ZJzQsffeJ;s2YHr&3t4ajT@kC@GaJnlCm6EI`9eHfQk_rPr6S9ofGkbl#eVTzB z%R& z?7$RzwXsK=vo_p{d(q>*5>xR-~I0I^wh1zbB*0Pf5C+hX=MHN zn;HJ+SG#U^#ZUgEuTj@CiNG@McEF-Wc<=Ul%n0bWN(7^T1_(6d|9PUE3*=RZD_l7M zBM^VSD*&i5ss%&+#5^MJ&rc%KF&wWEIJK;o<-TAXC2{fx*jy?zsh;y-@SR9ojv?%u zcok<`cuApg+zX;Vn55@YM~0WPJvM2TA(*6HYufR!_SLH0G=bWp+B#Z1+5&qNiVxGo zJN_ZB^_f=B3v;d3&{Y$ICiWZ-X6d1`;%QuzuI=k?j8@B`fjOU!+!AAt36zaC_U)Mm z83mgV+Nzhk@NYVbR)sz=3;;>#E#oE_`d`D7kN&eT1;@xA!1^Os+vBlpNrMMn)MsyF z)aJz|_$^^cQ>C9l8Va-K!6DGo|mMY4I`rh zXua1fF}o^Sn(Mo31z&yUlJvcIOFWOeiE-Hbtnjz6_n=+Af^_;-+k5M|%TL^7H&!PV zLHk6wofz#DdzWyLe3G`GaOIM5SR+(B(9qe+)Lr)ffBpJpv$n`??$9m8Aw7J^33Pv3A?5wrOjSL>+^g7}~6D zN~QQ=&7<=}o{iR7BtYSDdhJ86{t0917Gb=N%6Y6max!Zc%7cbAtJDzVFH*%RQrKI| zuxucv0BJLj5ht6aANCWBfmDBBf0+gC)R~jAmtZF^1^{Z>$(9^ME$^8%0{|cxipgHpG2Vx`gr3mMz-SC@o&*ac1b?XoxXS4!rNsuHaltrjU2DG~mFkG*X@?-QEZTUgSJ z)?KH$^=m$%o~N$A_DiK;@o>fP9se!=mP+wb*+Qk9jYO;Sf({I_i}H5=Oszus_b-(w z{Zil3RXT|3kGzlH#IcE!pq7UA1|;Ux3ZB)#vhrfmYmvubKwBc3*pH~=1^^HQFrdGO zAuUfS6F;!ARR912+lxia?yA3eo^mjZ0ZR00*21sp`1eWgl^cn`?T&z3|i;e>TtJ{C<-H!O^D4j1N zZ5+%z)khTm#re0s1z=iIKJB{AGbR;sA*^kzH7;ZM&Cz<&Di2DmZ_!DDh<3Zo0c$0` z#n+3}RRf?!tm#|(v2#Eji0#i;1QV@myTgCn@gx8c_+4xUhy$Wt+G-ovD?|$ya@RAr zlTM=@!+!c~dUM8pnM^(3C$_Y_^R}xEWUJGMk(oUdm@kjPg%QC@^)NnB^7Kc&HR zWmav!)fcukHnTT&-T0*$2FGvm3EDgECT%}^D_^x}u41H-{rlH4Dzz;nJ0@uGv4hu)^qpn9?GG3-Z{3xE+qD`2eF9P`Mn z)BHf5GFy3Rl*xV%rBg_TPHFWKwVUJd{KAY*-Zh#-_gdbMJuP64fZs4u*B|7C36|-H z{drnoI<0GAtmpgx%Fs!;>8$_&5cLH@irLNUcmC}*gnqvHlCeIQBwXjImkrc1bkcWM z$w-xWL#d+>K)QaYA8eX=0$bB@i1oP}@z>YDVFep_h}~@gAb1Gv8t&cH|Lr>Z+OATW zbc37OnfqMw=9s6@e-f_C$NGrYBfR;C`l5O${z`?j>QsPHz-+r8Nh%;q=D#Fa#5fIP z0D#Cs*M6qwXatv+$R5~UM*#pkz;*!ubXJA^ihO;*!k?{TxQV(m|L22*x7-ssS16j5 z?i2Nik2=;EBATr8ds@#t>P_BSv=w{~04t2Qm6|B(b|1+IDZNeO!Hgi8TH2n$eqxQ* z_x+zCyjHDRj8Y|K?+7o%f$|o@MbwI1(?^&YV|8<;{ZTSX8;3Nd3J@+KmN&Um&{EzEs}j- zS!rLff?xngo!$p$0Tyu&mjKF49$8X|-}B4;mv4b`U>RUqSao2rovT7TM1^?`hUi){ zvWFDSCYxAo*!qBY`?P~HvEBlI@Hh0cK^^ijao4?M0L%{F)RCA+F1GN5dycK)11jWV zo>bQ#InQ+G{P_m~063GDAkQmUc=EPW5-+}B0QU|Kv<3u8mjn8&GhO?maIc_i3L8dU zhQ}Hf=y&R8N_p{aYx;*2M zlaLaR8EJ`8rAED`?_-XqwFn$U582OFJUfJnm}g{bhI!v00^Y0;Kw<>(q(Q9T`=_Yq zE|iaP3iTX6_IrM8*=)ZcHHQ4~SOAXy-=m z%?P$K3|N3yvg{!MP%?XAA1MIzl@utw&$d%eS@)a@zCk34>1{7+;uwVxBM>v)uI~2T z$O-20mR+d4Kvw|C$w+z{JHBV}D+T)-BUq9-g4+?8w~(h@|?Q>EnjsC z3cWHfxuJ+5!C&BW`1HJ15>kA~w1evHFI8~|khiY%ko{Qny@$mPMi&&1gXz64hiLcD zr^KSxd?_Nao@fFVAhdQi`lQV1BD)i=rhiB(MD{&Laxwp0GQGNrG}a#HzaqQFNGBRk ziVhWrl#{5xu&moACcOrFsEu$1Wop#p&!)iOP(nE*0)Pi*=)^v>u*eBYMPnRXyq_Oy z|6D}@Fe6uagDMka%LPo~oQoO*HTrSwPJfm>Kl!kxONl*%)>WBgnXRG103>FjO4wuvjKyn{u$T^gOh!cr7x~rY9D;*1E2vVs(5R2zDnZtCtbAetki>N zM7nm=4#yE2xgp~K06uHy@4Qvy4J=*lhoq-^U{cn`V<-Q?c`JQI>JaV0Db@G}vRnYL zJbxIbq3D43w5rwkQ8{LP>EIu-%&^PY(7$V~@>w1=@&NLX%_pgwSb>dC53P%*VNu3A zU@rIB5Rewli_1a!bv2=GJW?$WZXOPhkRUPU(^>Y|4Nqx|sL!arjpP{9&Q%u2w~_V0 zLJJhCB*zODYhWliWu7tUL5FB`+;KwAP(e*w5r*RTI!~PrzABJwFiw@;O;tYT<8og5 zQIUKnofZjH2)Zj!|LcpgwJs5bG5w$BHZ@ zab7b702BI(s)Q~&CCRFIMuiFB?esFXjvlI=eih8E2bjA51QfU=^R(Og&#;JcPd(E- zrUWZy5bN8uM)7D2F=?Aftt|ytvuOp}I~g>w=YWk*-*#5i;7AbZe(OW)OwBcnd9_MP z#1-#}^9^&p+PwxUv7$do;y)XvPs&;8jr80HTiG<7@f&D<0Y}Rlo*K8}F?>$ux{Yh0 z&8BpIMobwS?7mztyda&Ktd$Sw=DZ=e0EF&+qazXd(g%q5Q!40i0^IHXaZEh453cf z(bK#QwBUkM8dYN=9b;=P9lOUq=F#Fe70q8q;Mo@;Wz zQd*Yry%QTw%XkODhq3g0M0$#f<~+cP&R3YKH4~z z(U`jF4M*PFhk%(LTdH{0)-x&~TPM~Gu2if`A{|AuX5`J>vbmhaVo7LPs>`FLG=sq6 z?;lXZxyz%P&*9LSA=ch2{Pp|>K!03)cZ83&1`1Du9|PC`8r_sPDNv~EEuG2OKl~TX z+N>7*i*=)-*By6Lt-a=YCf~2tPWa;F)5G6TGtgf5%&c|vTA&%n>!f@0KYnd>uK<8O z0byFxBH1yoEh%@X2?*q4T%*>dS{L!k0qk~m5vD~oaHVU)#0E;WmyB$%ridL}q-WMV z^@}pzL5TEqy`QbydnChF0!W%(gh)m#=_)78l~N+d(t9IFzI<{8X{;C_(zRvWZ)P!( zk{YLyBh_*-iEnv~0Vd__)Ee>!p-rCD`3|K#&9WFA#Zev<$JRG|SZSp>)H+%ti6x1y zF3!F3y);c9m$@~9poR4imy9JH*(F{b)j>ZJOFsI8(SFkW z#Qv!Mw23Kan*qiEJ?EM3Tqh+I;Kcw^TEfbc_30#BWT_4uJUos!B`vKtZX9pztVqpP zO)=>sFm@ileWUdtc>XyvXHN8RPy;H+y{5yeyniuGOKB%XFaQWyETa(T1r$?DbF{Z_ zsEy$!NJW_YrJ1B0s?*^bPxvOu=Rxn3u~sqELvkk_*GM}`-&f!<{izBi{^OJOuIp3e zQJi=?I|0+w`KJB=pvZsAOf6LsfX&(JiX&UD?B%=ala?9qoHdIMqObBfFb?pU;K0&rf`2RX5T}WPl5%Ql6+f7|-=DXXJVCqnaIXj@Q8<2G zSsb>pGbc+c?Jbb&OBZQN)s1y(Xq0LY#(?_PZ7+sFw7=`F*K92%?hx|LB7E%IMOLto zU}cwTTIZ#Y{MIlWt=k)|%60Mr)Nb~0pZ{rxMM8`HS@Hx~VDDrR=%JHU8Jm1or1yS& z0fi(hkO4daiN1nVqr5e25Kn751kl90KEbMv$J^U_qe;k`0qAIYwH%TMEL)4q+$~S* zpp3WucMc`v)|@{Tu*lMlbY=F@rcIQUJmkwgBh3A(IU7}izcpy#H9`?@&1?XJ7-f?w zCr?Z`|CcZXa{!=d?kfMfiva*Qmh_6z5MU^^bmo921`qfCP*s-?y3f^Y(wrFb9rVAy zYO*8WB;JWQN3591p0an#3n_Y@X_sp?6}Q)T>r2n0E#}o$&AU8YN}g74oaSO1GZDLX z+jvd7Our1IzM=GOXEmm>YooS~gis<_)+;mEz9SVTGmIs`R>2>40zXHNatLb=e-9F@$S7{{?G2DL5nd}b?? zx;F1Re)L#{v<3j*6_$QEOHXXeCrJj_-`!*wFr_u2zhE8!z#sX;Qctjx&c4dPO@!*K zinFU6(<0$K0E@=XAgnpdNN6LP;1n`@V_*P_Ch2y(#M3O5KJ-OH32dytli9exhtEI` zAhB-;X-!kM`dY_CtL)9j)<$-_cUPlUj3!%{$J#fuwh{ElkOcJ;9`ScTtB9W`6aWa? zYJ>8>l2X%d)gj$(fNzZdve0jY2cS--tQ~!wm$rPP=5DiNOld7LM8nMH)l^(5rgD7^ z6Z2}iaHW`5n>7U$y$J#iX6c=q;%QjaZ7@naXst4n?QL5+2y>z6wVmbba|!&9p8X3S z1h;WGB+ueroM3QDY_+s1)uK7Z+Phm0V?Z%)UGH;|+k+<`{X4C~lkhe`kW>Kc*7+S7 z%}kflQX6AkTd}aBUF1tmGigHo1J`A1gUEK3DlKo-YVs7v(9bNLE{e{~0T=~3;;p{< zeGuo6OQ!|8u_RC&8?H&kS^)MdQLhNx1FN&t5yQm1j*2Y^jpiKng04v_R%JEpYYF>QB&IYGXv~ zzS#P`A}=>-I_S$j_beSAW}e1HaR6``Hl4r3*M8;q*Zqz;J7(Rwk_9STCw&j=TQ-eNTs0QE}R1lP!A zMTn2Lu?H$wGxk=I!`>)#B4wah4$<~bp7{Cbo7Zs)P|N7;@VGVe1zXL1(i>p>IVr_U!BM2u zWu=R}pH#e$-vxZvq0L*9zcd?yVcd0$>LOj3h8s_MFnl4T9~ayjioz zfSE{6QZD{PY*mXellBJ8XIgbvVN7OdKtR>=S~YfIHqzS(1pSu@r~-m(0|9b3?xi3= zPdEJ;{p8W=S+jJ#)=bqgh<#qR${eg{<)sYKe5_{h(xy&ehM9N~;w4x5m%9is1{eg0 zXXy?CY=BNG=mJ zl08A?@Ua>X0%}`4lQ~lB0CM}z{8MMfeMIA@_4qEW{EbjH(Eq2F#*S+TA89;>i7>v zv$M;Bk%TzL*^Qql5z_%~GKhItcW|Y|J}pfY0AMHr1xn1h)<}w)aMEbxAh8Ch5(;~N_s0QssAN1)HVb4aLGhO~ z-@=6LYUsvB$p~JPqx~KzN*UUE;!9mjGsxCfW@8-iE=+=JgddA_;!1@$c@wZBda>jZ zDVpE;TV6!Kj~s~rJohx@Gr;*t#zD%Y*Na?{^Ufq2U5Mx3BujGun@M2F_XYrJYWDhv zw&HX3*NDJ?Tmt~`36Crp(;zjw+huW6;0zN6nHQTiO?hNlpAI2D#5}W47xG!HZR)gz zsrj{qnI)UnwYCPXCaGdT5UgNmr3Tv_ht1$G@y(VP1I~ixqPT;W2L|FQDSd^E5=f5rh2g|JwM(uAAYds%e>0N+X(@lGpZ}vX1pw0) zA4;L>yUuFlnS(Mjb!TH*8>5|ThMt7wR4RzI0`Hp zBPSuSl83g)9|Klw$zFB&`Xnn*6PnpjhmvN9&4tTYam!fh0c?X1eiPZ(DwHx2001z+ zaZE4D)rxWGBWX(U%)}rJC_d+cK6foUlz^auU5sZwYogy+poxM^7}L5YRT5_A*CehU znm%MnT0Nh~>_F%e>lbCb1H_|XUCFEbHnY{VdSinih!gNA8bbP*F|ZXseUa`BRiw!b z08~0jaw!j7O1Z1w1w+jpPLJ(EW>XLPIkD;@(t5L_&R?W0T-c2kS|BX&b5+MPHzVBJ z@fl#E*a4uIILSO`^F;t=tGyO6;0#m4WTUNUR^@Z7tX)AtqlDA$#yX1Mp?9h#6pwcw;aQUWtcElAKJf9GFqB#ZpKq%6M>6-2MW zs(ymdcK>E9zwOHKIEi6@(nTr9=-9&(?EL`%zTHLjoYx2dMtRGL;0$9vGcP@9+EjF@ zQ9fEiz6tiivY9Q~+^dx((KKe}krw;b)J?2l^g*#0Smx|FbC{8n46j)WIcRxESPTjB zwR)<>IH|R>pkABTLER!CeU9LFL)~5H@o{{{O_g49P?)pzjZQGF9>y;+l6 zSvDig1NVmaRtr(}fVP?#heG9nRDFA{2&mfrwM|@e#sEziAOlISz#(7+kYh)EOEiF*a zMKwYtvd6^Vl}-J!Uv%HP-rK#ZfuoMKmbIDbPxWp7)7@o##Pa;#P=#JAFsX^1fEpmw zzg_~ymqFmD)~891LyuXb9tfTQESYg?LvnFS;b$R}xjpau|Z&e@87 z>Loz4Gy65j^~T8;DMnTM004TZZqgCF+jU;*`S481uq^2z#*(d=3hd#qOd-dd*jf7kX~8*>KXGIPN5b?{Q_R|n{EMe2 zb<_u&=!#d0hT?^DQ7&E8*2+j8=}JNj1OSzS3x5j40)m644%#Z| zv!b!JroTeGRHj%V$$DM#S;k(PVe)CB#a&|WUKZtT*Xx1%=nPB(n&y2 zklj89M!G~fzieW>O~O^O>D#35XXzwfyQCc#&zF9!9IfSRV*L^Nu{DSz(4O=(0=Kwn zmEetP^ zF6QK1lQUX4ZoBT){7Hu97o3FskXm^b>JCp#sDFgC;)qEtWsQ5o2m149353&I{F?Nm zmw=_cJE?>^ixbbX)O)Zbec=FrE-jCJ%Sq~V?6mPR3e~{l*w6z2A_k|ex{j-CEN>xm zJ##x_H^ts(m-dg%`H4J*1W86RuxA z5tO6V#&rEpXlZR>d&q^29X0K>9Zj6|y){A=6VEMJ`uwb|^u3tJZIi;?t$Zf!9ebZ_ zn!f){vNZoJg|Zc*b)CP6JZBg-8t9N0#^2^I495Wv1~3IYVjXXVm$QUC6F-_hS{W)) z(+`qN2e2ku97hWSgJZo*OD=(_ zSA^m*WLcc#Vz!f3ob&oQul!)T3XOQO#&rc$9beFIvKgG@0Xu~LUBlc<1^QwR27b~J zkV%#wXP>#JNx}Y$F`#P@C|KO(JMAE6J;NZ?EZIEn?tryE=8o_4duQ#GOEt51(RS7J zP}cQEI~Of51OwU1tm_V;>g?UdMs5h8ah>oVmEwT)bmHbd8qS$;pM9^Z!hBADZsq8t zO3_}5cl+cYzlE)0JXhmGW9=i}tgdZ!;4zO#x=1-oGs)b|TPd7fo^+zlAmGFR1U@Fz zlLD;&da;?mfysQDo2hYNM;^`H)4<<=Z%Hu?rf2FsRaSt$KQzyMQig$fl(3L-?0G&L zI?%}2(^8%(w%}EtviCo=?dl7*6cuqF7#Q!=JS`;b+f{*J5rTWQBLgRE?<2Vnz-L(Q zfu%P*uukrQXO5XwHypI(at_+?+y^j=8lHP#nVf^R#)bzCwdB=v58AT1588XgEQ;hD zSULAWImOSP{6WG0FtgtJ`)@Dz<1?LMIR{WnKJ8U=4id2@lJmgPv<6SyaNx8MN<{WZ z7dG8>324HXry7J;;uIFHEXX4qA2FyiQ5=$t*7w^8PrVEpq)WC>dEjhUrbl~^=-Vhe+4 z6oeTpV5%An>R=d!u!T)50BSI)zU?uImp9#drGMimJ06f^p1W2()KT9{)LPh+uf$bm zzv(`6nA4cpyLuR~IE~(j`G~OhDpAaSUPeIhB@u5(VLo~C-0{&b@%CwkMbj9pec-S{T%g%*c&#=3By#kKvF)HXORq9A*wC` zb<4Z>Tr|H#T5>Q@VZ|)a7OCjmXoh7q5zxkXV8z4)Sh-pRAS3#W-|{^G{CUa%kd>ri zP0(huIzUq+sXyNOFoynPiMN5la%@8hxpvmmBcKNCn z#=M@tlE@`3tU!=P+8Kh^PZ&mi;UTYjl^Qd}+$ZrO{O47EmV|yTyk5Lb_R8!m zjRmz3i*5j9+2xLTXkasBDX)(i;#1;%)(IkheRC0PMld<#8nJ5P+#Im+>7lb4<(ain zA=FIVC^gtD@7dP$1%zVP~{uI+V#ZO=4x@%>@xw(A@ z<1v4wJdcU}ufx8_@C`x5ev7&p6Kl?8>kT`4^3vu(S9p#(6_wyt9jlkzqnUjS1U?Bs zUBicY_+zPS#w06DI?vouWsJn;+@Xh{VEVz=zS4i&ZWQsBuHVo#oCI%ebr-0?cW&jcccnNk{YA2z`R-`jx04L4p{T12NoXvei*=lxE z<}OS*ZeckISbhwY@hhfHpL1gYkha=);23ahh~CMr{MYQWcK3%uojj&FMq)*RPYFh= zh;2f#ftWzn1hMfiP!q605U2^*CW&3L0;ok@$MZLF$tNT>?KfdYwW{-o14F&lxJ~o; zqYgst#Es8<<{%1jMkTYD3kC+Zo;f0OCVqa(rLcX{BSIwVal8Ffn3;uy=cuf*{&lXq z$d5?Q6rLncVI90;-4c??>!kS=K)F4{e2rBF9%@6MQZWuGkA|jFAiI~uYG7LAp7SMRn`{pUdU)=SXyZk=F z<*a1mGSQyWLF~}aPu0RPiU=fIZk88!a+*kz+8V(#w96|4;6mh6iUdFPx*P>Wirr_8&5+rce4ZF-11;_aXob$c66 zrB09kwlVXFfq_j5OTesK=cfEcz$1I&qL+4EgR2h2wlhbtFxHy&kW>1}d^-@2$~dv< zIl2e8NiL=F8Io-Rdm9A$MfSfzW`Oh0`3q^$&DS^-hiAdxyw_8Zu#lIqiT-H7+(M-x zRF08Y1fal6G|SvqWdR82qk*GAVF=qAQch19zxID3?}dJPCsU!3KUkB*NztFa|S>h%9eqBA@}eg!T$jrvn}uh&TT74*D<1 z)J?LAd${YF>!!F=4fK(5KA3s-*+>TXqq4Ql(IkrI4+KjA4j#ysk(N)KyTtJiPBAO- zs=)VEKyJQF^*y1VjSXl!m}vk7%4hfB!XB}OC$JSn2`N0pv4I44gBaKin7IRh%fRaV zAFW*vF#*dC5i);>KS>|F;tfyZt!FgXBYIIe-FTf$$Y|!F?D8yu)`NKf;6PZq4O>4a zf(@)Bd&XaLw6LalRPm1zg$yxO`-J+kE&NB3!XbTe2JjsNsqPBLl34&)Myg=4;*+H66KP+R@XCti}WTxU4ZQmT%KZzIerPC7IYc}MP(evUaqY(6wZ77_g^eaOm z7JtfjMd1-1e^{ei#y|_~8~~hN!Tr)f%R}LR^DK^M+aY7N$Bz0*+V<{UoF4ZBq>khw zm`h9ijouN`n@B3cS3#ceORq@#nsjatK*g{W01#Z|x&+@^NPc3C@mY@LRnQ2Ze<}^Z zo(!n$aZlszbJyLhnGHZ2>%y;QsTlfTf+)nN;3d%Gu2w<7^6L>Uyf1JBl=kh|Zej<-&-AyYp+9f9KT0 zpa>snhi_9cnxX%;@`Bx2_G^^)vqk{`&@&Y-1=yNsVb%z#0SO7>U+Iu%%2)yu3>*n9 zu!Ddlh<50ZhdC|T@`jt7&R@*~PpN|8t0eqF%r`u^+J`XrFb$-1KXu?*UGsFh5|R`( zh$ZWeMVt)#fqjjBo59p3j{k3%d*)69_j)yYf@SK7D)VP(X{r!S)erj_@grxeQmnmR zlibu6{@9-z{RB^_7%x!$D>;VyNIWf`t`U4cCDtf325M6N;G`1( z!Ee~uQ9hY=aB9R`#(tUC22Le5XcH^NPw1#ci(pb^h)6qLqJrxPM!KF&G2iu_K?SvY zU~?_-Q}?0E+MJ|K{Re1)83?P?hvG|Fh+4r+5$RCU@?Si58kb4&l0S&#J8{Mq7%Lca ziQ|~JZacg36cF`~@Y>lJEH7K^3m0wSpLuJ^6Cff&qfo`Cb*>Tt=p-r`Jm8^)i}hXR ziI?RPcaQS6HrcR3xP@&Hn>n!}$L4lyW$=rgQB*H^P>C#t8ZWWN^^rzDl*n-iF1=9$ z7`Fv#_vGLOq$8>M2HDx#w6g!!JOWFP!ea$Y{+( z4|P=2^U`;H{Ze0i3IcfU-A(-oHA3kIn}TBRcmA~@ z_2lZ4(hNVjgT5c{TLieG{Tz&K;2DQ?cCrE)yKhRaB9j?EPyjD-$y(iH6E$qO7aqHc z4N9|QCJ->t8d6|{FzSPYE5xd6#?s@F`rc#XZe9<-5t&N+qX2p0E8;KKM{~GMi-}LE+zyFILx%Ca!*R0x|6gWb@@mrGOim(l`Kls@L!$$x(kh1|M zSS4L(P=f*HFJ8(dBYJwlvN{8y4d_6;j^*pb+jbEt14COcmZUEtb#-|p%>aD;bKEVP z>aD7Triw&*qN$=gg>Wa@OtsO8rSiOl^L$k;WMeY|GE-qfZxQ)V73t}T_S4(V^U|-X z3fwK+yjU|xG0%QANlT7nIk~NJx2)<5^VLB?#FPgFapk`mx&$rh#7GYYoMEI^#vPv} z5(i`X*;ItA^za|%*Tw3Z(F*9q>$Uq&*Jnw1v&0exF=r*pxu}mcA|?1c{7wwN*ph@K z^Qatjr$Y)f3Zm zkldY=r=i|XS}oKAX}#OZS(vuHWuD2&rJPt=U!?4t`5R(g=zEo#2o$I|XrqKd0D&{K zAi!`^sGsaj0I;$3V>5Ns-m6NCgKadP15m@zgIDqCF7$-cq@!L$-uY4nI9j+Rg!B`v z7wCj9<=;Xd@q?g0`R&JPAV5Q2bYY<~U@@B>0ssq61J5z-^z$fR0TKrKLJjCJVLppX zu3o*mitTf%TF4pvRVz*QqX7H}xg?$A7Vxm)bY6HS){xfnd=cXGf|a|;3DKNZe}XSH zJJ73O;)xBEtL2cbP)ILh3wq0U{z`fVg%TIE51iyt^+^J}!{-G^fey}<8{1_;wwyj< z;%_(2hb3i7bk)lK1c}cS9{A|v)Z8Jx0hr7H{jZ~H&uC_n)a=N4IIT24r^Jyb^o}5{ zuhS;R%erk!;4Cqr0D!uuRgExE6g38T zu3Als?d^FyQXchS?s|E{oha?Sd2g|4bLp+H*4U@!j&# zK;w`ElzqL`!vQ$H;}#f-rK|1j$oBcwBJJ z1Oq!m3F9-jos|UtNqtui0xM{^-#j4C;@r3Jll=EjF6&M+g{J2`wJl}-0Qp0}q}EXX z1l4rijZ(^D^f0j9?e3kh9mngW!vb?%+TSt{j;Np!VWUcT$dBy4dBB(*?qCd@#`2&5 z%7iaso)g|8^#lNzTGtW&^AIyNXiD?M_F^Z~=^k2;0*)eQ?C%YL(j&Lv-ZNi5>GBIO zf-U+hFf!6jMT$60NOT&Bs^>j{h{#PD34q`PQq!z9turJc1Z1yu##{aG{_Pc4N zEZd`nmaL=ktfvoeYnc>&L}Vrn!KpA(_cIO$(+L{ho9>4%Wznv99y89F0i1Ecb^S39 zMDzlbA)9~_FZx@a0uY3=y`?&GH?-xmxTG}EG|J`P)6BG>Kbr!e-7v8ZK7hvl`V{!u z=y}%kIo34sNS3XkkqW@RFz!CiP7MP9upk96p;nNtA@?#+2SGeGhF>%tf>z5^*v2cM zgYi+mPU62#%6D-PawD4~6iY@EyDUVsZ|10*Co)-s5hSf6$t7&OZ`<~156R-yIn|V! zD_%@8g=xMDw4D&>Y=;@G9tg#_$@=$ltSv}WpPnf_1M_Ap1;>#V*cejs$D$3Xwr!Jb z*9cA1cIE7-uyA3T>PW}{1^`sV_g@tNTvxG{nFv|rKPPoNZT|R6xY2kvi$4yPavbUhI|K{hdK+&PvZQql$CUOf5Iu$? zq@j!hlAsd#NY~C{002wU2B4R+Z<0$UCTH6{<`a$I82yN4GlPL*h(LXbNYB)FaX2`e zASm^sY3Hrps#%Ec;l4zAW@a(xg~Lsbm1+)BJ=q-CNyiAjpGP=bJ=HXY-%Y7RJ5v(1 z57=Eo?cgnib#LO)95wezt%h~jX*VpbFwZ}g1T^R6N1RIm%6MjoLRAEcfP2}#UxpHG z&j23&lxL`C$|=XjSQScmq$I#yjnGvRV_&$0O(~BQ;>St(GoK_c#s%_4I0gQ#ayI}o z)lC?T>8bQ7m%z<*BCx(zAlAO4hJcNsADck%c_{}(TzP8%kMfD|_x93dTih*d89+*t z+z=CIJzs!4mANWp07}o>guhxs9v9%grjH=iBvXA56Rm<)07kyZ+JJp32GQoe%K+rX z>qLH0TLQGPyc0fWj2nf#h-l_mJ`*As|Ed$}PD-?ImJY&eD)pkl5{bE{a_xR6#Ld6Q z<0U!l4iMceH)<^-=h2xg)V{f&VeYfF2iCns;X!|1Fa)(P@w>nr_Il4_Oye?=1-w)8 zJ9XZKC1!{0hr=V(EB|>>--z`x-aiHe`*dE%d2B|~^JiSfHXikLE4J7ahRt+rxu-;Pxs)IcP>}l!Z`70evDhKDbm204hM)M`KRM*{O zyNH6#xmvL|iahkEWMSdYq{=eS*+70i46q8|!()cAWt8^;TcGO+w((O|+{3xTq5fA( zwR+b^=mBfZ+~PkzFuM}z;^rk1bF_?I%gpFv6M*VSaHUyp)MJ79jU_Gzx2!$wArkWM zJ~yKGIq$?U|IqKHll|xxGa8@4@!*c6b9yCFq$P&O?{sKLwWagV9faKwD0*w!wb{cD z;TCswIu@fml04Dm{$w~7AB;TiGv?sI-{|2N;w|` z(8mc6JY za>(e~mTBOToe+eX!-um0*f~&3+Oyij>kyp9P#(@8U72nCNlEe8nFaF>qd$Xl(u=Z! zJRy$em+1aXR60$16Ve(Z#GlRAm42P~wjA4(jeCIV7OyOH6aXf)iLVyio~ahO8Ulc&lNoZ_ICnAWiXlV|08SLm#VJrDUJ+UI>&n5MXk4 z*QOI+cT%q1fq=JPLPpm2+eUp>Fn8ovdb!+)N2 zuPCQ$PCP39>i$V)$;YXNsRt+c+&^_c_7d%)?#oo4%8?TsU1myqohGmkJ0kCgu}4HPsZy zCJ(}F`l)w!$ef{+RI`)=Y-xNKJNPm&gqI{*EzQz+_hTl7{yq8ZtNhjII!UkdYV>92 zK-==lwsM5SS@#Dyojw>=iFk2~REZJPvfeZoM(R%H6?rj^Gm6H6GzyQyIslu_4#1_% z01Z!&@-nI}!%_c;v^w~wIG}h8S^t=c%`dUaVBlav)AX(#!iVMat1j8PzGRy(3cz^2 z(HH>G#1QIdH!nIV_;JVypLIp^KnX?=pY)_B^(6Hr|F7#=3%{oB-+iA;r%buR|Cik8 z>?4i{{k-9%ggop=O($i()W z&nC!<%E#kvKLti1b-IkCjd3@3g=mrNv(oiH{=sj!>!dS}J>rNX&c4x-DO2WdxHQZo z%G>?Zw+p3fx;n{KDZlowt@DmIZx#gWESx09A=#4PMXH1_zrxK0C|eTHNI%+JjRC=e z%}*MN|Ji!en;D9}rWif;iAPSEa-$=T4f{CeZkcKo!tJ$^y|VAx@R%>nB+S?GJktWeh=+4sxBg}G8pJ;hl?6A(NE2~)Vj6qW2P+= zHQ2_8O!oXA=O>#)nYb7{``+?a%9~sOryEdU~`|*w3#O>c{)AXGXq7 zySzE^GGiyq{pHQg-R1xB_1HY~tO3ub()5!rhLZ@YT?rggH2v*+NiidVg%TuihtGbHmuM3QvOm40A@26byrm4?B#TG<@=>pE`OGlCwjL4c`L(`$q|1X-4*m=8 z+RQ939Kh`-jJrv=ee__O7Cs6h7+^joOY@y1{PlLX zw7c}uh1Yw_r~Q_x#y5LLQ|oXX&))KE82BUrN>HF(bWz`=hv+_0kY#ebW2>(XiWMTK zr!TR!$F(IhayS5^KwQ7ZEo>r0F)R9$8ikgQIL9Quu4KXbjSR+MZz= z|M{U`I_ncHz4pU)9&a(tPwjo^cWN^LH=*T@&qbb+yAx@d5s+7Bqe6Zf{1r<1eAGZ` zH}p;10D%+ouiAZuVclp(IvNqYa6|CU3kv2Fu4N?n%PK5Nk}s^xkBoY`D9qPRzjpk+%_Z(ObE`t6jqz1akd^im zD6x9d+$dD}=*zoFvBg+)qbPA0LK#_4<#j5DuNCfo%H*vV-8B9#>FSb@@ukG-yzM9&qe?1=+EKTk+@#l zG_KQ%{g$cLnO$Z6!kXI(l407rx3qwF+$R{vk+ZEw)tkTc74Ay0ad^i;SRa~a=;l# zGyr~HIB)UG%L_3h(EL>dURW*>f8A9@{GvxBOM5&J#e6ORY#zwIZXAyXVNM5 z_*@k8n0$Wxl1!a4$@wxBFra&GWz`dofNq;~Q4DBW5pm(RKHd!)b zfnrO!+_B^RC*|55gzFA9QGZ;BoSrIb9C4SJ{-jB6Vtr?BHQHo816&wMW6tmR$lJ0H zNMJT&=SVKk??(NyG5mAAGd~{Bd2Exgfp+VRm^64Qq5t)%r4dnNY9j;$i*s)f@yHgC z@K%IZaaZ9!!+$25l}&~F+VnNk45FRFJnUYUewe>nJXbl=+;Z^k9I@uHYJgmTvx{>e zpbS_70-s7?3^0}u>{foxYO;kQ591$TLE(my%O-!eu1Z3D5s|FTC4?-v1WBD!EPdzh zGG%5bO#|1nN@fa`3RJRmuNwI+%$L|6MmAZ|%# zHceyy;9m>-=tvru@q5sJe&x7c2kb2%b@Fclm)k={2DWK=g3n3yZO-zgS!OU$V#yRC zWUY{K3c}E24B*J}r~*Jy)T)`{MHLd?Bg$pNZIfLdYXC`0AAGCj6+L=kySPL>? zo*X1o$vE^4XB(d}eFA6a!0VPst3~o3bL+a8zRKv{hnOYb_|}#g4D5z)`t3$xBi8O! z0|DTU*8<>tl$4MwHHcX*W?rD!RdtI|$j0v+5irHs;O5hSyY%@4Yzaj@5%F-s4W?yk zUR{lee~BrPLw3gmVmWKX0%;rENc2B{T{|toB7d1}_(x&tbQ#G5o7u1Y_xEnElNH}D z7(gIaM%X4!M7~uDj7HcZqctI-gWjro5CFh;^>hFd10sD0@#$@X`z-%>Y1;xO74ccH z&MxlL9CPp5mZtuT);w^jrT+qRzHU?Bh35Vp#u~iwL9f$~oZ;7PKC*L$>}l@5(A0mK z%>x%5#w4VMOq(A5kD9pD_(RUbO+04Qob|g~OW&?%K;K0-X0j%4rgfVd61U{!_@I99 zqM#O4JaS!q@u3g(Z$$uH_W%`B4#J4HPnGIy-a8H9Yd+0r-#lNB!?pd)A#-R7E$*5r zkyV2hVDo4|goqcJ%5Pr}I9o@`>Y(ohv`sJO2}y;NL}{07*L4`a@+4a^Y`ZX?mvau1uPgk4`zqJA5bT zz?r)8-&7N#Zk?S7?7QnV-5BTVz+Zt;r={!O;B@>0{oT=BL2N3KJQW?p^*sbH_1%%) zTNp9(Jn)&hK5mCUcoR5TXn~TGe7~Ye^u=1Tonq>!5A%32k`5U(AHds-_vp5MET|(G z`9c{g*fJ{Gd5)oAvzlXrmZkMO&mgAH=p%C-+4+B{Nlpyy_BSk`rg88>)4)aImVA~U zuBnK*Ve^RjaZ}7h%sjrd;^g&o+>*WVA&-h$)V?DRRh+o0sDCS5_3?obMt^cD^P)VX z%KVas=&7ku?wLLZ&N)CNLb#-fao!#Kmp&HYa1n_k%|c_$bX=EXbjurL^DBDpCGmIi zhv45(0&X~I`rL{()zvzUk*ozvAAJWgF76jV80oEJ-NX zN9667i~&T{AZ>;VZefjhYh=Uo&moZIj4@9$!t^Bspa!vj)tsd{*ti&51WcWEcID#~ z008L)piA;=eoM-Y0gAdJHbK*vbA&{J9uU&?txMzK;}$jlzK52VRNSi0|H(BJF>VGM zGZC{d>^A@YZNG`ntlzoOIB?lPEee2LnGZ$zi@Sz;*>^+qG%0a4^OD-S>=Z=KLHQ_L zXT0dZ(#rxIE@H92f;0{vYwY$VVq0GYQ}c(IcudI72W->M_s@Oh=pOFE@8P)3FOgQ8 z19^Z;qMXYyq&_1B8A~Bx|Bo)zHvk@`pun9u_T91jB4g@V0wT;E&yr{bfHR((vq6B? zCldBE_=_zO4N9rh?qH1|5Ghay^;bY-nN$-J_^uH?>pSpT zV{fiCF69*Oy^)VyUl{k0zJ(HD#kg+jh_{ljHUI!D766d^n)g4YrU76mBsmzyqS7vr zFW~Tc$bemLZ1Xl5v$&e$(vluME2t*1X{28E9b=?KxC+wPqJl8iOh(BhG+$i5IZdkaj;YcizWyyWN5oQ(soT1p_{&~0^obGcsv%1 zC1J57l5X_GlT`4~i$;->u*3C_ZQtwcbb=DB8bDwp-7`gbFPhPU z0KOtc0vR&7XMzjc=a|?2@5q<8hgq znvDM${W%$}sK>+!0NjrBly)ii95c28x8?Cx+uN_^>FUY= z9y7!|u~^)NzVlbwj+i7#S|_ADU3!K@GJ{Lc=)z1mOWl*qkkH&2k{Pr;QuP9`7FaYI zZCJ)8`ZfPKxyKnAib*j~%p-Zax~uJ1uV%iL)w;YqX={>Z0G0x4M0)8<9y@o-(dviD+m^_hob<= zgb7N}_Ib@^F?V?~tC?@h-kyg<#yj=xxEG^Lep&ouyD@n!bbtzQ7?p#2 z)unf=0pKJzE(KgNuAW@Nm}wGb_u2@ zKk(X7wnpM>ueIzr0D?y%_EbGBXkZXPJA~|MxiZjwg5Rq71ykeYFh1YOi6vnGiE%Hi zydfHmMj9IO3oNijyq@BJHNaxJrH2MI6FKt&@8myqDO<2~*Z0J0fvb)GRDXY#SY$RW z#7HoAmd&)n@1aluugq_a+{h*afdw!GrU5D^%`H=nNx_X&X#E2`>k_vC);>`}9QQ~Q z)nh!e<|yzM>XJ~e_AF^P>Ijv0NwwwM<(@Xw*ifF7*!rdGu47P4ow!na9!*OWfNc-z zLCtkYDtt&y9k_aZz)(s69wD$aG4DTVvN35c9zmFUJnkhM38 zgz!ts#K)_X0S#YM{ceVbIAhQjn~d%KLzK))47r+OQGGAIlSCq=#j{q^T-L>=76(N+ z$J?j?zW^@=kkGtY=hHJ-PJI1$i1gMEo9{Ql$YG|fWVV3Wnf;wJwv-qE01i?u06_K~ zpE&2T{-8Zt#LJ^9!KpWKZA-K-gbGk0D%bASp*~b6{BX+>H8q<_mkLUyJ+MwT@=x&I zUzaoLp8#_nHwRI-Nc_+E-RvZ-I%1OdnZ%lMLDES3O#n!KOkK>aevf|IhNgb2Oj8ba z`I05CQi6V_V#5#(Gz^Ny{gB`4LaZW{sOQz1j>oq*5?D<{jWM}EiNO2-0uLrImERoY z#;j`PVrMJUfgsu$o;X-#i4IXO8wbIiJdLeGJd}|xe}bRIIjaILj=77yQvjxh=U50Q z%+OT_A=?f1V^c|&;Xbf=(F-N}A-j;CuaXhVG{uAV7@5;ZNCo-AOg6Q=_TvHJYKfH8l8_x|F^vgaP&4$LITZW?`w z2|aglB#Bc2YlDSlm1XSj=*t)@q>*OB){K8+=bBCcBLx{71F+9JRf9YZU^_N^UQhm+ z)kE09k?u-dxzJVqJ%NajfEs;rkvxw54U`~Y2C-u9i8#romP5iDY+16JzyO3QM9)@a z6RD3F-jpmVd#JxNV6lKS0sx@c!%_Toyxj`_c>n+bVnE}pFTWWzh#(Omt?)``KBI?} zX(*tr0pMA1t%qMn0!G~Bks3vMmh2cQi@DT?p#oZNY|l)Km#D`^m^{lrB?!npj|=l~A0SujTXMR2Lyuz5>`rhhj?f=m3+n)puXt@?`O#zO zQ~>_c&W8n>Kr;~D0Gt%_C>Q3JXdtdNqNO(McLO(SsjemNBX2Z-OJo9pM<4Od1TUsU zq93#Lh-k|u!L8=efpxyxU{2n7@NA;v<7}jFCK_#9PK#bq^@6 z1*LJBDuAPytPkmLOjVfLSi=c{h)mtH4VGq*_WoxSCcUQJPzcDqt!0E&|x_g#W?0WWbKp z>UFRyM87L!1mNz6&6o?(_Fdr1p`3sJ5nKx^0<-T1C^&|SIQkyKh%x|SBRr|D3z+m# z^8{cgUEGmL1F=wlmYa81V#hAJGjW-lOGYCiMg;n^w^k101o}iGT?yQYB`%Q7RW=7p zk4R15>Y;sls>>AX3zWpDjB<+cPet?AgPMh4$46~t;mVb z>h#tkM(Sm=i*ZK%?tk*Xhsh07o&w^x6pzCB6H%U!TE({1qmF+PjG|$(I=B=oD*}rg zfX_iI%8MR?f~G>o4Y@9W+T`zOK>%$m@jBH=3r7awbVd})JW@e`GSFRyOFba!cw`LV z5$Pj7vwDEwh0rBgy97r?glgICzIi)@>bNI&R1rbR&Z8=SndpN>n4HyE$AL_&#KWVo zIfkG82cQU{c&(h+$rJ%Y60H1ozX9i5Bia;U&HR{*O($vOv zoaSVV$Xfq?*fo5{y4JWPGZz9Q(P~Qqom7+RcnR1N7|4lu%hn+v=`9C;$YO}F5e%u@_bYir&WCq0Du6=X=6WY zx@wNPA*(ptJxfmVeRImJn?FGWr6$TUKZ=`WA$s0f0ZZD$>yCR4b@vNp!81?hcJes^m^?+YytEy3hm&>{-clsO z8>*Z~T3QiUpNJ>stZ^?k=(oTTL889T_vxz=IN|&3;dus*O5K0K3zAHC`W5j#y%Jv>{q^v+i_`s9! z*ZK3|Zz0M#^fS={OZyLkr6k&U!)wq4ycSDy?A?(uj_6xpru851z?RYU9eOt})?iH+ z7zOVG4ZP||9l2Q+Vu+jhs8nZT;t!WBKtpU0>7MC+d?rQh!Sz<{RR1UeFiT44y7b}q zYN4DwQ<<8{Xi;j8Gv;DVa4)<;{bBj`oXxt~+a#Y0{hx>4Z)O_^*L8N%+KRx@^v zeL@2a436O#rgxok3^(e*u+g`=;SIOWU2;R6*t%}(4VkfR?hVn{I(h32v6wsMhIlO0 zNgf_YOmQJd&Q^0g3EyhU;|Wr>ZX?;=;U_d*ws+!&$C}@eC|ss^6Q;t0#^4xQ@Iwgo zbH)E-DcE}Lg=hk9GzI%vn6JZsAV;8YVXKVyYNKP=_rYxRO*HgoH<6nIA%QU;oyz>y zI6`GJ3vr~zUOhxd?L4{bEep^PAH;4t&V5vLO&p${&WIq%a>6_&rBvOi$cs_qP$qdQ zeT@}kj6Hkb1{hPk2`*9wCqr2w-Z@{7Uf!(U6{S>?(@lreDLlbp;OZaK`Oht`2&_)P z6Yro-$W!-+mvyrZlQj*JR^K$dbR{-C~d$3Ly~KoA&YpHHZeI>J1V&EfDpe`T}AdICN`3PM(KxXO2*Zrwt46y|SoI9S!T zJxWa!AtHU^%l9#7>i^i|$%pynpzb@UoCBLR|J;A-9pv`N?3`4Wx^_UZq^(;kSLt!sk&+kxc|(!C35 zbwywvOCU7uj(wP=Gf|<&2-fv?xZC^ z^o>>$=*L-DC4>_wpgs1-v=K{I32(H3M^EmoAfniuGb&glAcyd8l(iB2s7^%*dHB@B zmyEzrDg>z>woK2ac61;=op01o6#W%z+AjoskYfD;rG<#fInP;#efn`roXdFV0aIX? zDX`<2mdk2#2~IVDUo#rcsigINToC>l$1J`0ms$YsCtlm)#92I*v(S&>+5CdHm>q)i zcv=%BRNW$DrdeK>4FfVSqSggTk#as&jJXHq_#p8&N_<#!bJe%t$+akpLEX>TV~6+nz`Ob?fND?i zQgs;%d@sP6%!qqzd$xk{h^AKrQJ*#Kd5@9tBC6EdXlJCgn`9%Rk?G}49N2|4x?6As z(@Tiv_H93%fC_!bKc!N8tmXYRiQ3HawO4&_H;EP`QZ=x{k1U^v4LOle(HzmIjW8)D z@%Fpl^8UG#vDR)AP@}LqforzYp)K#3(>Mx}5jCVnFCc-S#oYdJxHp+s+1FxrwVND{ zRkigX9S~+9tn^roQroE}>#MI!j}V#oK5ubrF3riac*KRlf;_nVez*^twUerFm|L!W z2=@y{X9v}%kK8cQ0>k4e_!GLCe&f}Y0f-aS%tdZ$3;-!-5pToDgd_cTl8&wYf)z$| zjc}#IH|i@Udikdkcu?qP@eBba0^#*Ld-N*6-M7GB0agm1&EOL8?@J&?bQK_hgviAdpW zYY#QBXo3=oy^Xya0H?3CoVk6rJ}&wEb4Fsj^P5}s5_AKeG$8Q0l=%jeuG}6I%BY_>_pb`zgV1;HG~uU&144 zE=hi%`21`B;512|PjV$ZUB0cG+kA`Z36~MCYM3Tmz((E;LYb4jleXKB4FKRFH2~m> zytiau(I1S$9_hivy|B_QYcz9JyI2lK)1vY=o%FwV2Z}1!N;*uWy~_ZTkW%6v1zw7U zs|#sVliVcYg_3Et)Gfl6(?vy^qEk$)zKsO%IoS!O_d&LjmY7YW#!XGc2XueR4zNID zv1wOre-&uNP^6!kzfG3b@39uc3Yh5luqWfzkAXR?RoH zW!cjbnx?t5lqB2mcm66C=8455&Eng->AHnDdyXV5^}kb;w?u2U%~F3e>xn1x=6gwK zshAgg6ZO;wBT4R$Es=TlN%uOt$Jk$~*wDPm7b z#XcOKmaZKmha;(JCI7kTfA0=LV|<{-Mw2}-g5;yCr4B8`+*&lOZl0Y>JUl+0PXl=*3I z+JT}t9QXw$KkJnai-h0XR-!9M5c7DtI$__2eWiZ|UbX=N zy%{@wXKGzG!97rw5V&SfBPWT&#F;ZgbfO>Qz0>!H0Fw|Cb>tD^p+=yE1%vwZQJy+= zYENwehd9>)KEU2yS0{L@d16vm%F^jX zZGw@*GH*G)W3?9m4u?ZgV}KTvLk@t%<05<{UIQ8|={V#k1@U*WwnK1}H3u2G@x}H$ zp1rPaQ%US~?({5Odwa32{R}nD#K-z(U8JpSF*5hE|C(k^;sd({;W@X19L^Ua(%W6G z21ms~lKDJRh`#E|^dc6^NtS^3%RVui)whZKh)EJOmpB7tlGn)-lGd1$_L2ov+>1VO zo^@L^9prZfxA&SbsM(_yBOL{E<25NvGaS&`SMzLb{FuoN0Duzc%~l}JEs$HYNavWw zbbo!mu9yLiJC3Upq#Wu>|MIE3BogP7VxB!IMuP0jNHk5=BgNtmWTt_~8;M5WC0a(6 zaforne@>ophlZwUEARU4TKG)}T(hM>W_*aZ*$9Ab@YQxw0|Fj0vPmBd zSa_c7fti$aiQz8BN3ggX`ss0g^KAgeE$t?car%b~m66|kTe1Cd#uo9;Y@cNg8m(JF z6#vAx%r-5~iQRzU{3?^Xt(Pra0n}P%Mh=1&&kcU=*A7}9vMN%m5hU+dJJmT;!WW{i zwlXb(h|A$8N#LF?P6tV;rbjQ*B6HLpGZ)6=b)y-MbVID& z1gUCuS`j|2a*0VwCMTZ`04rEq&>1*~d1UHgf^Ub1X9z~ydz_fO?dWFaDb-DPSBy>@S@@oYQ&g-fA= zGF~R7pV>4V^vwm&7t=!Y)mEneWvxwKrA?{yB|`dLY^Ss3^=5A+vz>bgG^uD9h--=c zp4nEJt?n1IQAgv!@K?KGYYD*Seyake0iZ8qaI6&~>jrWFz>JTL$#*KcRT}^_3uiX> zLIO0O$f+6ofQ9cOTM<68XR3bs(Mfw~OupK7Nv^Qu@J^ByUysOlB_7#xCT)NVZe!Zi z(2mo9EDeNNmwLRrqkRpb$3AAQqCE921;{-0!r#lJ))P!kE%_B+Reu0EAg(xc3-QpS?NYN%97l$5x~k<1K$K7-7sZL9)S4x}b_Nf?4&|mn00@xWXtPEf^_g z#qxtSOHe}pj*KpCj@%R1;g1b1B{pDB%JjfLJ^1E~HN>QE`C-%U?W3=OyBq{P4<8xpms#MGFc#0a&h z1E)aPS;n0nR%(>5%TX_Z@bsAKd3M{rNzgXdB`S8Ekun|xvk2f_1`W{ z$_}qY+vkbw5btkKDP`+Bk_u^f0`R~n__tfRqOFq(xVfz@GZ;9W$W+`zJ>t9C2v!mS zAVAS-034f{Pyo=x>e#@6?f|O|GUJI`rkrEkxVUklo*zoUivfu2opwS%9XT1`=bbaO z(@X}_ac;6Y*5-_Og7|}6Rbq>{{se0IBVXHS@prz(X&6Gi&^kkpgYe}YgzB!0dMy({ zX#j~ghpD5^3ccCst1SRXx+mME-`%NP3eTl>L zG_8K-xSDx!cyMP9Scjv$^G~WyT{8?_+Wde0rx3MJzN}GfO%-_Qois7iu2Zs_c+x|)c$2Gz!R^V&|-@h5v@v#+W70stVeUjsnYYn=#T;(fqWc`3Wj zL1Xeyan|A3_!^4XE2g@u{Z3usADKLEh{PNeQ$7E$q1*~QpAw>$kuM!(@T1!&J&K(8 zwt_oSHC(ST2T%KZ-eDOH^&TftXxLqD`cLanCKoJyc9=sgKF_vf`T#m}x z{#^Vepf_gKkKt%PB3WC+gxoOzH-cC)75%Nd3;+)4C2Q=c94Vg7QO(rI+)K9j65;QT zVefk-*(aKycl&v0YWB8pP2hhNIQ7Z#Bb#M~Z-gsa=H?zslj{TgAMU82d75BS%@MMf4b|wx!*Ag zhnwYwxBZ%5=_;@cG=0s#%^%`Od4}nim)=NPExrmyClzra6O)U$WxtCwKhah z0a1Od#GgQd<#NDd1$P-PPbtZYA;7Q$#00XaW0U++bH2%L0Tav+WNL?f z_>27%DJGMfn}QLRqyduNhwObYl9}o10Vp}kZ$;`u`e1^9ptb`Q#`$DT zT$VYP_kDK0zywu^C0-7k`EVv&)^O4n{@qd!0KqRD#O%Rq zA(9pMRMzlktH<3OxNiKE$nWPR*e0K4YnDniwf11kp%utPJ8K8_YO654~`M*cZ5VSvCuB$bcOLXo$ufoF)SnrX$8NMoNc2Pr57t=ay{~CiBhIzFVYk z?U+;2{8VIUXCK&rb+%i6r$dJG**Zzjv1WLYsi@G^jpN=`t5-cMDFJs20A#Oi7=fX) z^%ZF0hYY5vFzb3IzxA7e2e@6Ux{L^@It1Bu^=m$W=`}{I@(R((Ri&`rObZ z)X(@G{scw3#M!(ccRA|$YYpJ2(?4k67Y@hQgMbwPXyh-3dnhppx;5cw6Yrow9ZdV6 zqsC{eC!I#R`YdtzRtwigxqSN!of4^*21VXGe_VGNlRgOm@~xv$WZeTABiOSoKViTb zaD))EbXCl?zx{dWy*$2!`!31C0L|w z=TFsgc9je!kAfU#T>fC9nS;xrRhZ<{o4aC@=Hmexnfj-yF?13s7{IP?%bia!KMVOW zebQBaBHj`$-mg-qle#zF7wO2g#XQG0&`x!WY+FXB+_ijxZ9E%l=((#^H5gD*K#2hr zcxm$JY&OkXcj+%GRhRhR+^-dN?!^6IYll2xhs*%|Z@^z}u0=%}>kJ0A!7*uciut69 z6;=uX;8wl20H8mAIvYTS8~Rx^r^CS3Qh;;=u=98R3UNaa!SC5dTRxn#68>}UC3lVR z8SWAG`>?Ucdb@;rp10(@OU>85Vy}eDAP?-BkU@#C(Ka+#90pQrS$P0ezA^g+jA5uJOw z{1qwYMC&+FCSZUwshK?KXVQCo);aq^@#J%`&y^^D?2T% zyUi9*U|u1w%DrNRj81UIg~Ex}4?183L^^ZOI{d?FVtC2n6*+OJiq?Ky&{*W{oOM}w z_J1nfJ9#|Zg%qBE^AKByy~YVKU-O@5OTbL8oX0vFW7!O^HRji{#|e)O(*y|;vjWpV z0u-m4dID&{g?|sim6{FU9FV;ojA9Y2g`&3Gv84$B1Vc#j+>VOI=08%AXx{9HWa^|D zeQ4sgt){>QjgR3vNrP;^QVhNtN9vP+G=D3gXkj= zl3{(04-f^HMI`Ja?Fh&IKxK#-8+(soF%asWi8i^)*v8ag%P^3WI2I}aN1fJLS;PC= zW@_H*%U{q-==A2!i$>>j%%$=y z{(Jp!BrQR_TBrQ#D2<=~N4^$!&Dslp(`fhPF_~*taxryFFf^_3C-32(EI7`el%UD( zr0N39_i(*B*Z{2UaoLa?o0e~5$q4hUhQr16HU%m7X_T4;Ff--RPz2x`<#G`Kj9ZB= z3r&@gwwrdM%EFqvd2uibZ12)ZqLDX+fQ2@(mM`M1O0c)Mo9x$Zt8JxkZft1#KDAus z-4%RQ0>5GT$fuP~lz4qrk=%{V(+qA`JY6dFq;j!};oq>zO9g*LcO7Q~dt>V#`mbrH z>7?u??%6Vg++r&J`k)|Pd3$RQ*;aY02FOjR2X_y=gjegeQNxh6n)CLg*CA^HQTpcw{8 zgOYNgpQw`#t9oUzF%u@|s1uOR$BjZg6xarP0e~kr5Km19{c?QeSnQSi6EvfrP$lwS zU6cfT{Q_)=B-}>25R!$a1YYR!9ymR;&m7#R0)W!fd^RM$R$tUn1QCHmJ*G!`kameBGhmuFyX2f z1r~;c;_t3WX!QU?P3gzhp4 zN1ebjKw9#?%jc+30AEl^;T7f?4uSETDsu(t<($RxA0e%ULkCm{kAM3Rl{q9$lrI2p zVsO*kYLs!LDu=dnx!pXrueMSgpUNzcoeqeayQrI*-!ip|ar(#W`<~lu%f~v48%-}r zuV>~}$l#&iz@b=}Pr<$f3xq->^lVaU&pzwoJ*XzZ4#QxW@_e*x*TtIVGmu31ciL7m z>PAZ>vM_Ks90LHTuBxDNDZIaT56qlcyToe_p7FTZQaFalsz`yLkm5w3hic*H<2l_# zz5#9oRy`DZ-$_G&t%Oz)ufR3lijeLE0-w9EmK){oJOJ_n0$B9oRcn6XDfP?~g?uT? z(2eIH;vhHLC+Z2kb+&AGQxVgLug%;Q=%84(0GgDQF8KLXWDa<2Xa(POLrS(dwlXZ;dNPU)ivWFfuM*=8`dZ7(h8?BK?u^(_LIiF!+4Q6h&|f=tIP zJ#P>jLmk9tA8mK@??4oX9m znQXS-IFX{>N~Baf)X}&gAcW-2t1YXhRqHlKnNntuEkXDCE14kCPRy6^c9Z1Y9tj|= zmiougk3;@RWKbbkgrJ+?N!|~Xv4T$tUa~_W&#T4c`t;>1Qta{3l4rvRv;Lsu04gH( zHME;8%K$*I%VQ(JXkg~X7uu3EzXLz2oBPJNiZui#guEou)+&5Irfpfd|D^5!%kFw{zB|h(&*4oVX3jEP$$u_?%=0 zxWue>UK($Ceh=@5FQt<0q`brwFI#m4+bbgYM8OpHH~(m7g8#b#JRTaaAmT62rbuwY zvm)aWZQ&kLh*AZK2Tib;iT-;cbuMvNQQrZ8<1UX3w2_`B5dN&WGx1i<aD{%u^PtVr9HBrO1kpxUHxfQ|I8EJsU&Nx9`f6N0BQGmM*0aaGa zx141nvt@w^2n-yArd}-Wm)-UHQ`x$2Hxo@|Qv|)KBv?(R0116ou&Zc4WA|##1FKqS ze!!yH^PJI&UryRljFS=x06<6zU`|_;myQg3fHX2;>h|skemfs=q_h?e73A;R*4XMU zZo~mo-_V&u)^?8M)jUGAToNKbeb`D()Xu1(@WZe=ENW9K*_A9%;?wu_O$u)Kv_W;k z!Po<8NM(oAn_Y~T7NurlWYd3XRb)6jz)S3&=I8tXhyN@u(PO9KDf~^dHN8Oo=R`YO zN*Qbj{^15NrVZP&5Zp~rwr|4`q0wyWIaXN&`}7auJ`!|5qLD}Fw}`m}0~@*46hQ7m z#Jds?0E|dafH7b+IHQI;(zUkTOUmPs5*{l=3(iBI--cs9l%VE?bik?7vsF^fo<(qH zNcBDOy_Pt&SOKswW&mqka6Mm)V+SoUHUW82)b~PZJZ<~E(r^}6LXy1IBx}{g*t?sG z*c65K8fl7o-KqF=Z!9PP7)MnLEo^EC^!h+uv6SWovYEm?UOk)1lq-PK^ERGOSuZdH zTT^l`81wk-T&kQXgIcbmh91nCQUm^xrm-8=y&KWUMur>v$>m8NY+ilE+-kJRbYT^g zF|C3!wokosyLncas3jV2h{wgQw;PES$U)1|Nc(U6U>w0hp;4ev3p`fuFX^M+mzmAv32|a)U@e*SuktXEPF8n%vV7M%ItmK41oR-5pNN0 zD5*>&-u}nOi#U7o4KT8jR~$%CqLG;3s0Q8>+UW`GM{vtoH~?K$kv__Y1kRR9=wdEU zcb4v~S>(mS5P#$?M!XTNOv_$~xyOarJ7QsXgtA;J+(#ER0JwSt$f8;Hx;%cMCfb(0 z=BvZk%hVSJv47>@QTqqV=p5^gA^A4mUL-8R!13^wx@7Vp2r~zvDLFd!m&p`x83D5p zbL-IrAthm$ExyFXN}Il2>OCdL(EinHVW!slh8@~DM;t$PbV(H5D{WXta_3KO#pC&% zq(UZ18H5NnQBN)^!OOeR2-ZYsB|}}8a2@lg%CyQtRDi-18TAs<9|3UZ zYe9e^lpTHw6m@v=*9ee%?)9P7B4~y)o1X6Ar_bWbA#o>0tZj;+Jescz4*i>rB(T|L zq)^~XQOFtOMrNHoio;?f%NgHNv`^fFdr;HB6aD-W^xcdBlwgIvyJ!SjIub0>>x1|SDxKizSFhk3#^(GE;lqDEqerR(h8&OC1}p1(Uf9TWdm0UqwQ zTxnIywJSN@EQb^Pw=;kx1&RWfm>~@yjP}s*?~eO3B-l2S88A@Za)qF0m;o?~_aDcX zaY7U(_UfW|MP3pYqPHHY5h8d<0ZTs(r(PbKrnDSOe_y>84$~`7(!C4zyR!TtJb4_m zL;o{awROqUO+xrYo&y9Mx*>nccsCnyKU+yo!Hu1oOeP{}rX$&o7D z6YmX~4v2~b1SlZdZ%Wkv092s#3;=DSIkSzsZ-6bEsk=PRrc6c)#}1m-004~JZyAG{ zzWEtlSWYZ1O_HQk7SI-pCYr3!f}VQAVGCW@N6ilL}*Qh=9#zFP-Y|FM7LUTI=^);JIMM_L)Y?z?3AVq*zST5*D9d$?e!syT(LB z5nS6xVEq3V=ghN4$qN@2eZ@L-Jl`L!SiW<{rV_WLZy4$pc<4FZOuP!FId8Hy1kbJA+VGO=x(X%{oTnm~A%GWL zm4YinrR7Q|j4Mah(U958_odRDA2S2F|GV{&M zjSK^HKLbS!pbR+J?gW$zOzEiSES+t#WszTil+@=tv1ZUxlB}ow@d4u1Gy$M`VC)|k2*Q>KXG69+Zq4~30M7m7#GQ2|(pULcFn_y2ERGJp z8K}aR1Q+7aDVH954s*7XwH6sjw_cwsI`*nxYUE};aaCXcHPdy$C3NW>k@%%eXDk3w$ zcAVq(g-pN8B$qN(_l_=qh$-(^_CCmj-Al%yexZJeqERkmbV><}L+~JY(p5*n=mTLJ z+a|c5psEO_wqeasi7i=9NY*ob`f!)RI|0!fTzsS_EI$|`(1QBz>eLq2wEekP_}{wJ zMBu&tw)Z)RkRcqtTLX=ID z6Gp#%#;$*m=0`mlwP^A%^xlKNLBEUX)V}Q1E-=Yg!N-5=Z?QAAhF%e>F46jyOL2oo z8;){aSA7LTvGB17`dpQQZ#(QzIo5H%#VaB{Fy~pIX#t*E?iKr~=Y`;J&`?u2xA3S_ z&%1NR?pez-wSKAQ#*+Ymsu>LXXlX^OY6(`MM}7L(vMJ2CWvpp{MK9SaO5_26aaFpd=`|1Mdwb`?0^l>+3hugocUPjUuAss zm0Hd9#(o3!;Z-m>2o@%oKs_mVSHW;squ^OPWSUid#aOx zqT%sEaB`w|C{n_ESu@~T0vbaoC6bBOJ>>*@xv2*C;QlEZvorvaLIvXeQzYF8R12Kl zUd_CqxSO(i=w4ZSQO;jJ%3J1Um2g8>7u8^D@J(VIU?ld!hVD}7M9WE0k6D|gUt5{9 zaDd=1I`LWfbde~geAOv3Y~;}E9R(lr9HUrXH9_?tuG_M1o=9eVpQ*#&U zR~g@v);vYtx8_#_-F8jBnadmn4}?yxYr9zHS;RX*BMwG%0J)ZcADDKjKV%1 zw3}@x8HQ5w<>T$Tt6&)3M_k8}KY7cYe&0S<^R1tA%P-Q#cQ;GwCy2Fu{v3iVX$?-1 zleY8br(?`mYcQWzH5hx3w`((?Er~?Fv^EiNW^E^ux3W&1PJkkX1o9O_KfjFyWH=RW2(AnOpF{bt(=|;2cxKO z7Z0`J%$~!sW7f?TVt#W;n_4j~lV(m8rTJOYAcZNNB+o+qJ(CiDBY%ilQipy1@_}<6 zu|MD`;QcbU>6jHn`}A+nQSdh=f>f|)=ro1`&vaeHp3tGvFkwg)RP7V)-C^JJi`5Er z;`T!V2yUw%%N)nf=+E9=`a9Vk0)fDRJU$uKZuBN&Ma6 zV;@{3)7scWDZ}qY#4^D;K1XbLt-znPx3HVKTEZDy53nK<^a5;7M*6KL8S8kfOEi&!Fx;!x(V)~*Fta& z!4(8&X)_#ahP0%G$Ofq6v9J0KlAk)_loPPqK`CeB_cT5pJ1UO|AU| zchlL}MRjPu0+p{aS%rb^gpcV|7)H9AjI4CxvFGmeJJu;vr-@aY2$Y4b4O3Um!cq}* zSFf!BY6X}47OsSKxH9v89X=T(F8W`V9^Vnv4JB67OfRl=s<6|&la+1BTzXq37ISP!iAP*SUy zt-YHI1_bL7{3U>Kt|9X}6#Ql=77lGc1ATbBj`hv{!bC{gR75ha8L$Es>Ze3*4me9g z0Mw{?^9i=yRRF-^0zmLEa_O{7y!DCWmwc<2$Jym5H`J<;P@_R}+omVr+f&HKv zK;q>Q>e#sNugbmQUi_mpYX~_UaEhF7;jf==r|cla*39b%&k0vJ7+Kw$d}0rg|0v^e zAv)tl?&4}f)G$idcP&(py~KUbO!Y|9fZkzl7?2y9Se`-_jnF%SUPT(}b(SZ|6N2NJ zLtteEe^4+MkKhM_M-GblL)|Yq(ucZ`d6tcqbcr0))lW^qMS03`cU@IL$s;EKK{K=Y z7Xg4!*B1bwwLaRZe0&&bUQfZ__Q6}P^xuYUn=`JBTia2px0DYdOJ>d)(z+v_)?+tZ@&9wT*(F#M z%(Pc(;sBf@QVjtMJ_(4Ek}s2u?ttw;x&}f|LVsBN^>sm$RKxc@T;|R_u~rXSwg;00i+3{IY7C(ykzdRDl6a1QBEKUGJ6g+e=%p3Zyo~L{eF3aeu^n6!+ zlSf^xR}-YM)8}1AAy7gx$QPiiD(b03UJD2CMmq#}%FRxA3;dh_{NY#sezUbH` zR*4oBqBVj+r80x*hfF{Q{oF3yh-+cJ4bcsWmsn$3o2|Yp{=y0*^jQQ#xW z>GU_HoJG3y6*snLukW=m)X%!GkDJFneD@-ePLg4W!Y)a^%D*xZf}W)LsE+#YS307F z@6Np@krTi4mqqThk?(Jjy7SU7UoMAdYjjh^I3I8l0Bj^f0D3BqD4K)?SV4!_&lrDX zTr{i78t(~TRTi|G{YG{W)Ah`tbokocKuuicw&504I&vjy=JvIS`NzkgCLuLW+E3&h zYRSFFZsbht6Zbb1m%bg0ID2<4>hCAw?A`6%riKn`#mIdXXiALY{l^*Q?b5;MQa(NM z6dZ@G&%TEs$A}eT(aO9L?z%m%gG?aYO|&+pVsfOEEBccp;yv!|dmc|7M^DxN_&4WyrJp^W;U>`T`kgS4|y%;auAOdxidU%H+dioGwi{$z7@L z>%-rV3XlUtjo`NRkl+Vtv@!qyimeUG#~j;9J&{ZNbdK84>DgF41d#CJYhzvIh4OY! zJ7P+>&vLQe@@svz0!?DfoQ+98CS`)nKZCI>=8e!{&uBLFAb1lE|t28 zOT7K_V;*;XcQg<4hAK6exzDDT{!vrRQccf{c)Q(O zDKX~(61EZonK~Q%G26+F9JblU36eiFs12V191Lv0vp)!AGYun`OP$bGi(MsX0RW>g zS<&wu>Y04;D66pd`0Ia39ZP$ijO0as)JYUOU{tmM^IyAc1-UVsFNtMUf})FXs|Mpt<|{7vP4|lYzn|8)%*WTZYE(2ruLuY|dMS&+HR=4PQAZ(8 zoy&anggRB3bBxcpq=*a z#q&exa1Kv{us^G@HrlB``rjZ?AsF(uGYui7oPLSZ3GSo>5`x-+!<*O#Fgq#hJ1U1u zWD1t^)Uq~H4&yDOylt`y^N4thbx1vW^)DOcl5X_5jh#)LpSY%(qot*lxv8m+p{2Hq zy1TNMTt+G{RNxO_H?tmID*eH~^ZRX{&`Y*&M|C4@V|^Rr_3zojx~8e)6Yt%~mACGb zyIv-hy_tL(YaihjPqvJ(Ngjkl4eT5Mc8(E*WI_tQp1FV7 zctvzmDrZUj9qIwJPM%r?LiaAXn^?Py>=5*AS+=6Sfh1Qny5AL;x2+v=8oJw&Y_3|0N$mZ?Z9dE! z-D4N-Gs5R3kuK3sH)D>Km7$-lb*ruMc2~{PNk2F%+3fd@x4qf#cH*wLhwd}UF38F* zXx-e0CR~1W-b%^LUgeWjBei{vZOt^T1xn=o@WN4dMXY1#gcgnyuq<$+(f4~W_Bn6; z)qK)+dWaU37baWgsHoE@>qYup3HE%C%1O)%=P3jO(W3!V^zj;Xp7-*mT@?HjW{13OEg)t?Agx??Sh| zG|Uye2lBl1G(Y-nnw&(tr{Gn1o%~O!v)#wn7X)-$A>jWD!R?`x)7Cjwd5V6`t!bZw zgrV)@>bfGn*9tyG8S3iPlCt0E*ug+~t3xSIf6)-=4{ep3N@fAD)~6^rVaid?CUzIm zI38%hh^_qy#5tT$`{lromKv_Dbk;-Fbe*>tw50l7hP85!Wrixp|6yC!jmDTgXmL z@xnU7fvQU!mx|yRJ6P;Y@HF6>A5CyrD19Qqbu?M@zb-{&0Cv$BsK7`*zO)BxwVTu! zptT|TapEB`E@U+Wa3ukO%EWk^$k*L{%C&}(ZXE5rFTp(!JPoj@8FWN17zE1SB0v)j zCu)$?se>3FrO0ikOFp?(N6lw{o1fta8A{qu3+h~VOyQpncSqX5p`_jfUbJ>!qQ}OG z^u{%{pIP55I#g(S9Ifw8uM(j5?AWT4mO}1hi*11WaguMaMuYU^gez4N;!s@!2B zZCH0@Gm(-pCAp2GMePyg#=G^1X%`-5Yx>4jAO37z2B+jn&VLojqC zRt=$SXua*z$h4qSyr3$Ot=R}zJhjVL9i1xLkGT`Y>Xa<)M=0_E*kVO!HdCLJWG{~I z$HVSBuLi>MpPDaW9(TbQ@V5vsx8Bsq!@*AYtnpfbt!|)TA=ykujQ8KDf5slWLvdS9 zo=tQPXd%%ZirZ7n#!xTV;in6uA0X-Z%gpqaNyh_X?_ICx)rHypJ4! z8VL9cD1WoS7UG@0vsJwU%>YDhLRVBfZLHm1r=!?HC8&q56D!f8cy2I#_wSbANK`cv z^Vms?4}`<_-eW9h5V@E6wFtQL1OPx81nRR=^>_T$2NxQMY{n7Y5qWibj#jb>Lx5y# zr!l)Q@twM&WZ0^PNs*uq*Z^#LKIrJFOuW{aIvT(NQW*hM3y-bu&>|Z1db6I!ns(4O za5&N5hC>f@SzQ$lls?1orOj93DOHi$9clVUFW&v!>w#{I1n4V9vu~cl+=4;P9c1?| z*e4loktp=#ph2((!4Q{1FqYs)ih@+|x$Yl_41&Lg(7%xC@7U$u|8d6((QL2DF9`nO zxGx+?LxxufK!HWKo8sI_z%e6L5CCVK1{V3U^Y_WC#S9?SgcgfMsKI#FM!cz^L5hhr^ z;^(ID+d0WbT=x-W5<|&MOAY6v7ZrVpy}!i_dwP}U7M>YXoxs+wz7&AQf+`SVub_%s z*eHe{g2R9spD6ti^XNC|BJg?5!i7p`;%g=N=W$ORj4tlkp=yR&)SB<)SzJ#vEtXcV z-~N2DmixI~8sij9;yp{B3;Nqyqdy0&J$94X2Be^INX$v_NdPqefZ#6&#c~SnqY#Wf z80J-QU;wWWOwlM9Y{ONd6AU!PF~ds{LjhYsc{h1vxA!+XW*9ghVS!mA2-FvaNbp@X zhy^fJf=&W0NBNXD`Wvx$y1Kd!Y-B^vsT*&_H%sAAg8CGyL~d;_1!fs{Jm$mfn%Z#; zpaJ)oHIg$3{^qbzXx*5L#I~DjYaELoII2b#g5Iu1RPPSb*JcI^1n}Z;I(@xhrEjPth>FBcP2v zfA-d+Z(>INAm`t~iy)t>9W-`+)2=!SetZf9OW5{E>_EK@1#hW~QLrb$OW)FU-927Q z=zJo=J?s-ncX`x(hYEtKkm6=6In_I{B=}O#2&ZAEG z==Yld00!it=qxG9 zMqEdHL|LPoVW0?#P|MoUhl4-`xA68!3T|ohYoE%?Hc8EXJ(AwQZ~uOe7QvI$?Npdo zq*epfK85ik(Z@NfXrI&Xq2+&YQ*f*uJQUm#K*x0nh7deKFrT)B+l5&b4Al_)j#|!v zu$6*;5%dJWCHUcBSSDm5X*R{>na5wuX)I|4hZzq8*RPdz50FNLAqnUPb8evfL&=@8 zBty4{Ql2Y|R1l?u9sVQA70Ih8Q*weL;JqKlSN$aa8DU}KtCB3-Vz z8NaXjD@OrTbL)Ziz4%$Ala~?QUE@7)UwkQ78<8fKt^FB2*={sRFZMEZU&CEQ0U$p9 z<(=gm{5+DG22EbnS(~-xcxtY2uPF_U+K2K>z-O8XcIxv zjobrs5p%(ko5k5JOgXOV=qMVBGjoLknH%;{p;?XC6MWB@C^YPcGBoWvv26VuoQEO< zEojKs!^rXzEpyk0&`_=x{gFR*8x><5-enH{{#N1wN`c&5(#lvOx7_ECnysC^acbdwwP4!O+NkGxzMfJ! zY!%W_?)0sRXTY@7&CL}AGyj5-&zY({Del$^!`ANu?rp>m{&Px=!)V`SxKGr&bgO8R z2+8Jiha#dYyO!Xe$EY`i(WPSgS2eg58WvoIM!6O7(&ncjM#%MC)gNbiH%pM#>2j`5`qA02Dk9iWLZk5qzlN+8bf4g5a0h4O9+< zr5Vc@iB$=HuVB1_--S$z);r*_h82IYrUXqX=7Uve0>!@dgo-U_f=CIDhB?E3$-6B* zA^iPgx=D-XlFsZB%`1m{sI*7`*PEQTiq(Gzff?gGOGka0s)Yf3n(m8ixndQx%w)VK z^wfqUktUY8eF45HB+AH157k?eWcD}N7d2i=j1q`Ey`4==LX-%!8($*jvfM0`VOv@J z)jwQ?iWhtwND*Kj5$+RdTDSR)Ev&^8aaUFs=Bk&E_mr%E|DgIFcu>uk%w3<@yOM#n z^7Q}!f9EUzSJ#eR8?bC1z~&q8Q^|Lb8yA7lm4uEe|C-SW&+TzMBF_|+pkK02Bc*A! z&XaHmqA59w^mMZS>chdvGuw>xbe*Qe$l>4w(4Ee=8d@26a;m}i9ogRBxBe5dE{|UAU znNMWwb%&auU$#wkh~MH68$r)lC3wQL3O*c3`^~#T+M;8&`jT#{gZqdohEnxTO|(9y zopCc2;pI!>$VURB_3Xv+Xxnx=WA;i5eqLYx<@ zhj#i4YWRL>zyuQ5oN@3Dstf>i`umnkWf*MwO|sT2M%!xl15l$EEGJxcmji$bqvlJx zPSEdNB`PbP1CVOG!=H~tCvqdvV|GuUY?*ZWRY$`G$D8RIs+Q>&I)W*u@R)uQP(?|Q zID?l+RX|KPje#E2m+0b}HV32R$azHiI{xNmI6R!(6#%Ma(aLr83z&uUng@UpiFF)Q^FrtCu4BIe$fy1OPA^ zb!1oYrtgJ)B%fD|_2a)b>h<%n+i_$x3IK3Ed12AC&bJ!_#1M41=bUR%-)J`~iqtI9 ztm}KL*`^V*a4O#ghYVm@oqg~hWt?5KZx%hY+&UL0f`J79K6PMu4!7xrRHuS4j*<;_ zr}Cy{(|FUe=_aq-)QNAN})&nN{%K0knf|&iyTvx#j zcBmd(D}M^O>J>uB4OpAm3S8xN>#l^y?l1b{W&lhsCFAZHih z^Jg3X?GS8ySP3d`(dFp`6Z~e@;0mUS44UgAU;bZ%F%4vG9ij>Y-FVM)bF;PO^I7@R zw`!u~D*)U5^-XQXw)b8$)7pBxwR1hERc)`Co(+-{iB<`10CQi0yOs{V=jhvDnpt0$ zV0Fx+*2P~{3bofU_(~Ysq=oYlld6T#<2vy`Op#aLopNlKbdjYK`nj7EUCIe}8USdK zaxJKaR}p6%HS} z+Q~h@F@xXQvy6x~-owuyZ;>aoPh2C7+qB9i{^~E2U z(d)5cpdV{;>Is10GQQb^`bhs@5k9W?U)b-xYWbPfBJ;(rfNqwNW5qbeh~S`S5GCO% z&1e`IfHN8h*v_o!T5zgJPo$@X$|mjFYxS53m}>2$3PvD-FNJjKNcen71Pp>~T$RY! zj(VJ)zB2R$0FDZ?o;z3lg0q)Ix)e|KQ1;_%lE7vadi(VDEmVrT=_<$CzKP)A{=A0H zgiDtxIcguI!_#z?zYcZA*o>Y10DMtabSgxP&H?W_G8b*9w%p+!n#1gYU&1e&Lf6)X1Kd=DHl6+JWu>H?}at;6(vpgtd4#CgP z)*6nXQwX+2>T6mXUbk(BpGRhE_7mvbnY|DS07|DPH8uf&iKLnU(}g|HXI(ir#i^zG z1d5}pE99|&iX3l%w=x6!b}a6g+E(ZgxSXHMVx? zn)R4U%JxGt{!j^&;G-q?2Cx_GO;ON~F*)7H7ubdhU@Eg#B+@0-o1zwOjJG%9yk(80AZB$?LrNN9oxdz zLUjSWju_WElSL@mzJ=c?ogZtGn-fBC@*cLn19TSRW%CRAo?}v)pYQnb^MqeLt?3`K zLyY5|@2~O(hGjt&>~<#jPQe3q2%iONm*BEQ-O{Ppyi^-BqQ2nw8y!BPdY>~NVPP`{ zC=hexBD~kMoaUb|-7?Yg#D zO<}48cK+_Az$im0E;H%t0ST(3Fd%aa^P&%CcdhZK1Xx; zRsJ67vMJ@Dj_o%9fHuZQRSu#3u2GhJ1Mn3D_9A61Mmsi=2k3DC^m!CA@1w-)q!Tp; zP;!EQzst77%TC$}6tu96FBL+67OEbv#+S*Vx35|2mF7=J%fud+vw>L0?P1kza| zms=c+uIS1x&dh<)_iqWdv2|#9gj*cK>PT?od5rrHgDBW&eSbJd(_6dbZ*scJa{$-s63t2FJN_%A+_uP*?AKGK-`9PLK~fU6?8w;XOTnZL% zCnvm7iV5I_6AgsvC0t%OkFg~6P#rXJb}vTvmQ`TnhEEWyxsB-A=rNXr;5HX6#@Tkz z4dgsMXZ_hO=2yRS+D-*mKdJzbs2Q+oZNYDokDnGaP=aFmZy)hJ)ksKlCysz@G5~Z0 z-_qx!C;(u07i6kMdY}BMEiHG8ehT*(iUY8P^2ihLPU{*m4E04GX@V02lI(I*WsPic z*=`OgkS^T3Q!^z-K&2yp-fOSD2%b~$ z^k4m}1bB~NH)NHYrBWNvroq|2&E?Tgn{t(FNE7@Jn}>mW$pr)=T!H_lR_4ae8`lYxef`YXn*)P_c72b# zNju0>D_km($<`WMF?I)ndmM*fp!}@wSvm4cQ=TRceCcXd2=ab6C0?@8ruottdwRmd zG7geVnVq(Vxbe3NQl(RpHS0kb++?X@|!kY9iw3#CMcBkV^3o%C_HSGh30Tfu{l2L&g6|YK}-?yO1%*7 ze~P&4n+#$B02Lxx21w*CU+?METQRupG!2~9L*)|rQW@$A7xxN#pA_YiWRa_xbbh7( z@|UYd-u=G2c^kN!INsPm-$4BYhUnu5(?iC_u9rT*aJ^z zKm*UDdQOuyrZmf4C`KHT|~J$MDbU=6Q5h&LL_1L_{zL z?0K{Yq?ch?o?O)LeUTozZZ!2C2aoo5@plBv-KjwbQ1}m!|yG@ba zqrJsA#M&lVrJAK5W$oo|=C2m0{;F5`$|_ z*PXIYqD7YGoI3s+f5C@zllNx#!aazd358}33`d=S9duEjQalrL+gK%$2t&MWGyoj} zOgXD($_klQum&PZU}D&Tldk(2ABirI!s5&UsB07LzYb3n15kagwv^9-9vd~Lqkd4g z6(r)w-BGh(HjQb%vlS4-knf&pqrwo$(KL>aYz^zeH*cu(SVNo?v3leWVUIgPH!kt03EO ziEUYi!Wip>p{wyzm1|C~ZXymLKhVfZ&O(VI#tNX&65ln^pWR1*s?n#}wJtR6QP48FjBL%{n_I>bsG6X&4F%L`Hnm)gc`Ni+o%+kR29g9T% zCArF(8)c6M_kT`x?qN;*l?&(zFS%9kw^ujH%eXliL;eeqpB|0Bx01{E#H zNR&9ka3t3X;c7s@)Cv%E>bTzBbO8Wpp)G!G#R-;KDl)W?*&`4DTL~#bf8@PdeTiTI zfI#UA0BXNxrl5T3AH-lDfFaim0PrOC6X(ur0$}rABNQ(@%Bukxj^tgDJRr<}lQedR z;qZoq+6TfRhNXUbHXV$Z%C1HGW>Gt}=fIsK9h19OfgQ7M2Q3d-li2KMr3Fsg-@MoF_tNwaQjeX2(`}=f{=6Fig14*-3bh>` z%a+s(4F2t@j;bWc@8heAsjPuyya3W0BiZX&4hWc)Ytwd{$@c^xI3r)t{2%(&oJ`f= z@wDYUrr-{mb;WboKX~Wh4_?sYKMDXS!3d;D>_w5GsxXvU1K9n!3Ot6eYH-*0IdYsQx9~-(*6Q3U2mqkr{YHa83kL@R*CNViQ+>&E6w=F((3%9Do#K;>TyHS5X35j7K zEp9UE24%}IdW3EwH1+JFXM0!Z}bC)ngI-vOI{UI+(}XluNLz)XU^qzAEb*FUVU z5O2If(-M+5WBLmJruI|c4oS&4Yw65ex3H$1J~PzcDChinmtAkAQ`$suAe}h?AR}Fv zuRILXfDs8j%M^@J2e0`96IT)R)N0YNPV<5n{9<6QUt;X`2Y6xDjt;@J7wIU{~=hSUL|0~NZ;~sZ(+~4{eED3IY{d2I<4s`{^(py4Jv+v zz&NPliNml5zsX}Y)~S4^{yy)4KORnd;AwKC9PlP^RAx`QWiYlj9LX&N^J@TY30y1@OH zb*78SCPzyn@2#-lcbB2FmqSk$6hPr86ddP5cs~k`pYy~VlsMbf-2D zrm03Y_`u0szw@He11D^A^@;0SXvN(@?6tIv+Ffy?(6etMPOv?AO|gN zTqyup|IrDzTKMj53{B3R-b^P1PlE1O^hw)v&i$g)$O}HD!i;Q7zY60 z$pC>AVsiuciM729Q5#d%_QC`I9)+^q*xUe5UnH#yLXP8h=H)L${D^*PZW~Oy#pHBD z3IGX7=fQG3WPvf28qa{#6xe=2~I|ct_9_l}vj6-EC9QuH-I}n_V z0Mn?X^m8~Fr|)^Pf-p_aY9}*5>l-8&9l;s4xCmZyk)z;g+scd`$S0l&SW$5BDvhvu`P`N;3}k70KBS5k+v!GrWuE5JdzL679JEdZOy!k`jvNx zeq#;hj9D>KvIYjqAP^YbIno&dr4b?0M zt04nSMKYqswgam~PXbB{nrxYG&vIjNX?k%h(bfX_Ei*$rLQM9zUp8%;xAzJqN~}Yg z;cNqM?`hr^q@_tnNQj3+D`o6$@t8a&p=sL7Er8}*nw%j3fIEELQJqw%;EfU!9h#Kx z%6nH#Y~65Tmd+>i79Wg!@kTHH@y-rTQoj&a000?rrtag<4fkM&g7e#oYp7@ZqkX7<+>-j7C3DOPnzpDUq-=)ZwF zqoFHfZ^yC6Blt6SBZk=f5|3jn;qi3V+(7~~hFLosD$|JYyz46X zi*0FUsnU^OcL7X;^U0s)Ub9V@FJF4s1VNQOx->!tt#3HW5~*ob;BHIbYvQOFO))-v zd8+BV7K`?jGYP7OCN*`A#F+do+|1C){1$nAMjNfpGp;oRnJg2}V3v41wxk;D_)7&L z8;54`fq^C_+l{>qy2=tROQl~3NSN_e5k4RB1gm`2;W%mtxvr^5^2ba)jr>082QQqh z=WA&WPS<~3t-xELT$lMtbnUTyb~>r0^|##hBgUax`1;jDG56o|)y*_A#M68M3KxB9 zcpC}8W}2GPNRcJmFlX@%GRxz~lIEw3A%lpdndN6V{}n+ZJS|2>VQHZZmETYPAdJ`V zb+R3#g(smei|l(V_!*Djo1LxAlk-kT95XG6Q4tAFgn1F5q@v%RIA4wC$jP&*fk@e~ zCZt5$TI!tsDfasKLpZ~6hM=Rajw@p`!p$e{;ZenM9rT+)PVnv04wcz}TpW0^3BtFd z+6P3v$s>u_TKqx z?@W!_p7#1)GIc6Ia34v=?)R)7I-Qv}t}*2@fRQFx!__winA1&_vl;bzN!fTer4|kc zcT*Hk9~kYFH}^FFI;*#)9%zt({*GtXZ)4_?r&w}S4TQ%n_y@W=#ys14*i-xX&Q`!7 z5tbSi!PEz28^*V^J<~BYkg;aeEunjh*&#Aon2Jbf3JyO4-m|qjKkF9O>Ei@EmSZ}s z!ImZ_=uxdtrhql~6DF#Z69Q#A6q?E*zR^e+{dCxRW{#wd4PwfQ8mh9DcD?NQJMt~z zHfyJ`Jy&g)uU-lc0D#&4LVxrbaX27PV>2QIoA*RL`?2Wce7#v%k4c}GY+AT5n1=GE z9SClrZ|PTc`sLYMNmeo5#`-*_Xr!s4r*IHM8$)Y`M`CiqjNOZ>g*3@#eok_bKT{jH zas@Av+xC*>===THg-08?dYb+xHFW8?1Ycu$XgTqrL9#rupMBrW;fopLRZ zg33BXzcp|@rx+<+3G4voPD!}xs$~B1wd5Kj22%@X;_bSqvB_!%B9vI+9=XftVUr>-az)6AQcMbzROuKg z_JKP6SsMsxEE)c->=ogPkr2tws1ayJj>1Ea zP1EfxJ0uuMwJ?O<<$mT|_gD9Q${Oi+b?MR%{bUsr-P$PrIVsUcNww}^hPcoX&`nOY zt>G4lTFum+19voYA!!Nn>DB!9*DhTKD~my&osHUuO!%dkOeMtgu1oN_)d2%V*3};g z0oNSEFP>3Ytds!rx^hqO)TL#bxnB zUov*DOr4s6X>!;^v?WO!lh3;Yl7Ja*=wA@&<3hB$*3g2DK0NGc2KT=jYAB@DkP>e< z?^WZk4|iGe_*2Z2jsL+v$mUUy13;-G`$ev(aaz#uOC=c}St9mJQyl!UK;7~8+~|i! z>cJRVl-hBm@%}O3vsUfHTA-t|TDE{5y}Ix9gnhKIrQEnh0WbFk6_*+UT0^XF2Zu_^ zj$XFUd}R(?pK3u%Pz7n6=+YyHK5fHQ?lpc(c%G;D<0V?2(AI!wQR|JwA)_Hs0{=jIHR;8m zC7;eMozNyC={>21^=YAgB7D@a8a+U3a#C2 z!%fsSXmSj%gN9|`DLB&>9l?vPA*0|9+v*HsxYSO!9|@0TxekdgmFt6)fRIWJM8(E1 z7Z|;@5_1lG-A9EAG37%yAPoOP->*ss#39x&G^e_yl$3$ifSUzS#U5p!E6y)7;3h}B~=F`yE6LE zW(|1fnA(zrhZui!?rY@Ml=@h4uOe;?KXjZCO#_vb4P9oGXX?-nho%I5r&(&mD4h?J zKr-AZow54*r+2OA(m^d0XT)l#gh%j+f;7ar*p_G54$5sB|B$j+L8lk>#mZwUiq`L` zh>>tfdd5%Hwka+px}siS1polmO-z6=%)sot61Ib91Y3_lUR0o^aJurzBi{+%q0~$yzIOov?B|{00l>#yY2(X6hBn zRr7U}|49ujY*zpp!|`gtpclUoF&epgI!JgtiS2YOO~ddE1DAXyd0_`#uDWBaW8v%o zI+A6IEO_?1-Aw^FFwcTeF@r;YDL)E@8fJm0-q~=0)(A-E8Ca*iCU1+5D2!YVrh$Nqm=};7+#NLWhT`P7Y^2)%vZ&1p!u1=TSn7! z>J}LNqEH0^+a@@HU^rF)6Ta6S#LTu88pd#y4KjcNC%Q6kE#Cj!6JZ-{`)-P$x>Lq| z`_W;^OLt;pNhg`}-1D#$^5u||yT`xezz&9Be7_UT0ExySjZ7BxLKIvU=|hK5p9;^@Z-Vp~i`K4X#eLun_^aUFQqeBkG?p|fY^Ec2Efa*@DCv|2s>FU&#>)&V0V!arIWhlWE(rUG< zyWE9dB-TL_2cy?h%x^9Szkv+^+^4g)ax6!Cc~H7ur9`n@)VCz7wk9oH#{yNrmn<^y z1z(|l@lN?@_KTxBvzSo>!0j$}&CKF#1#A2=eBh z?+`pG-!f%{=1qN6`kE9MDtWx+Was>rj1HI+|G{nZ+n6DFjz9};FO)TJA(1kGo4b+6 z0%gE5Lp|&)?Ek3^4RG9cM7i*>oiqqlAP2FO^^nEeW^WFr;aBU-F!0xaYGAt1Rzi2D zWoU-E*RjoJX7=bU*Uo}{(YBP?oVFkEdYRz zh!CL?;$7BxKeFde-~aC*ZmQgbFWo81gVH_~9TM-`K+gqnqIQg3;m`*P0(KCiI zZSG3zN*1cA(2 z?nh37IV%0CA-kqNB`LW$Y`QgT6<*O$1nO9nAC+}eh);vp2^^FB#J*TA^PzUVMbkD4 zouphoEeC}T-fRG9uaA1J9mH4YIukK~x#Ud0;mDQtm77;Em7D}b$l+K_68aG$a+&uPdjn}xUpTVM}31j1^y92^i_GC(?v2>!a8 zZH6Z_BjzjGQHkqzVO9lie>;N30RQxH6MP8Tv-n3Fz*oFoi?={;hm5>|Yli!ZoHLlS zUP9al;{Ez0I`-{&MwmA1cK<7QCd9h7)izJg-9RoP9*y!eqP*P`s1Zo?dS@dB(7C&T z64u407A+NV)(=6)r!XVephr%-e4+QjmZLudH3qcOJ^L1a8YSpB{YGGxg6*IxaS? zjs##fN65=R(u8MD+54aT)2d3&Ce#~G3OAG;f&?#jZ0rh$N*azIrweXb;RafQZtYTH zX1t~q`Wzvth?%=&hd?E+8&L2%!E}Nif~_FuP=erL1>JlK#uNOOU>4hQ4GHUt%VQB) zrUeln>4k_ZKZfhp!4w>Z?QH@8K#5s=nY3%(cS*Rf#H)tx5kz2r`vj}Upc#_Dy&v?R zIs{H|qs2deqDl7R|A3aT7)TMh@$@Yx9{);fO^|qcQ&qCFb;v|@LO*10F<+n0lF+M@ zjLrYXVu{;9GtF#7PBSRLVg#1Ee5HTo;!H}sl9@Z78R{p-u9CYu^N)4VIJ^bi@qF>u z|Eui$9qs%W04-7j&-e5xkr=?-8g%*o##rSi9qkFV?m-mv5)_rOVa(H81|wo&R~<7~ zs~H>;VJV@K!qQ@8wDv7C19rj|6faerUaUZRM6G6*Vu=n5PZs_&E z*wwaTV+HI%Y;19YrPz|}(9U0*uE9uP$OPTHyh2Q~0Zr5u{L+1xY1^TmbJrHjc9W+W zX6)j75)gQ?76cA8jsySNlhSv)a}D(wfIgo$YnHCAy}i9|S@&(KSdqVA)-3zgB<Gc`>IiMS5r*U$HijlL8dG8%w{{kQl9RTr=$Um4Hk&lEHQ zMX!VWA+AD7-S{-Fpwq=`n!=)7D z2Yep>KX5N&`q9;UQ=Sc%RbL_{7$txpRE=f+GWk2V)h3^Y`q|;f#V*OBQml_$kw1{L zuM&~31ySF*L^}Saw+ubMgRk@V^za{P#~f_+MbiL{a*=Hfoj3!rA*Dr9WA^90@dHYx z6Rv{B`z*057geJH9t(7S4FaT8e;L{<(t9^{M!dPKd-6;6^|et(XdywrI(B(BjefD* zoAy`HF3B$SIqhqr z2_S~mk>S7w{olSI&Mx&ZSMAwJ7caHi`PY*RRI9rhX}Zh%^G^Z*pvos-`fzOO5+{eC zjb77r6K&A@aYXTy07etv6y>T-MBRE2yS1dDs;%LU=|_>T3->u8$uiwAf3dp%A!|z~ zhf?rwG74zHHBwz(06Hwr=`ymXJ}M~5sz9-L`pIkaSGp>H`WaOqQ;7j9T~G;_RB+bR z5(A>$@YuDK>7m$D=fgl195PwMT}+qWQN+1MOOi`(ve>G_KYWexMc~9-be4oK&$}03 zdLt#{fD#zN;{*dP?f9zA9Bs@! zlq#%I*l%|rHl&s_tqu@#>N_HSG;raM{fiBtQ7rxV)<&44%Iv9VYie$<5z5hydGZN! zzh(0ALyF|SO;_1aoC0`yhJMsbT`%&4<<0Z7Rsk&9O~}M9SeDdd10^+@NgX~U%|lt;Lyp!Up>`+ zhy%A+XsMdsaW-82b^~SneTjGVX{Y)#2 zV9Sd4;IL#ozcPf_OHk8ZIG!(;z8!OSo1jPJsaJ`m8}Ib1LcFU=MykZycQcsru^pO_ z7y1;m2h5w^+>YDRs5 zha$6`rk7_JVlI{wS<%+X`gM_Scq8$Z?w`z5fhqe6VbwP|THfH6?t2$)Qb~0)b zQe*pSsPV;y%$m4K+^P~&Ln}XVRZxq{jXnxbavYkR816!iCoxPe8M!W~C1*|U!yg+O zYEgiF6@X>vGZJnDf7{JApUmD$!Epq={Qk7hygXWh9|-E1E5Ec z3Qo5z@64&(OTaeR;8-Futg9@l;K98qXvDz2T=(8GK-ED8jruZyzJ>lI&}Sk>X1{u= z0RT{cU0G2(ec^&*_EwohzGCKP@=?5X^uxWvf81u5FRMupjdF>3I{w&~C*0iRQOhrK z9BUQ!Gs1h6bIg6Bd756fdf{xv$iKqskxlG!LJg8H+Panj=1;|Nw9r7jhArA5>9{R_ zRfw?-AaT!9uOI9aeP1H-wrkj+0O&YFNkAZqbgL&SH({#_S~pHexc~O4?zLrm=Nt~t z?C77;CtJf?l-T=CBJ4AVY(A9|8-Hb^CMCB2*38?f@BtD8Is7TQL~z)oLTVqt>fYD_ z&GRM*R~rTKY!!^ZkW(Z0r-BPlpI|P6Yo4vk8iFTn>pPw!Eo{=yaCyw52^&^;%<8;@ zGA!BClmI0$!$iD*Njq_?P@e+E@eDwiNkH9(12_=;pJLcmkzie<@H?w8{tNwha-uuD zs=cCtx|O!Qu8rZdn_6o4N+#3wwoW>&I7Ss#Bjb z0;?Qy#GlMSpq7zaC_r{L&d`h7i(D!g@jY!@ykhBkm6-C(^KGZNQa-v7?Dq2MkfT>{~BH= zt?$qpu?Eqye+~ObZt&3t(Dkqs^twz0@7Wf3#yIbsOGuZKaa1iaZVZ%K4vXkv05gP~qmg*|M*LFY!N7M6phlwMxCW(@ zCh9p?LzSV834DDi*ZzoL%g}%4Si5A4eggd02y_|Cd8$Kz7cB=RLTA0f2i=(oaigq?&$r|Un9S~EL` z%M%fQ$#=FH9O7X|Fzub#f*^gLKt6jBogicnL$7@ZnQari?qY^um~Dw?4p41heGiAH zS12Ff>AQ!D;7P|l1Djmy6R{oL5b+7NBz_<( zT_?`rIsjVG^5~OS>&}`r%gw+S@Oa8iru<{}I(LUZ>DxVpBM}Dxz~(Z3fxNs$w}LC) z(iteyTm#JpuQLVN`RS2mk%)?DwCE8mO6BhRNct|Cy z&FV_Nk6wp$RlLZ;M&#ST5DnlCrT)qIQvrZ&ZFF=;Zh}SHc2~Mo4w4dE!vNCAObhD7 ze$M40YnxjZ?8i*PGBUt&l_FS7lO*}i_^W)(|56F5K{Nc(9p{??ocC`I9ZnYI)t zUVfonxR12sTA}9lE}H8wkDT(C&6Rk-41t~>&uFHDg9)ybS792%2nF+J=wIe zT83!o;D755`m(PPKh})$tl+fOD_iB9^~h8fH`yn#H%HwcY?rFwaOi01;0m1>7?}!` ztKd>wPz0lq4^Q!<3BDPD9WC>d=hfm_<*P}_%7;D=7APv{7Y~~MF!iSDA}AXbQb&2E zK%PwMPL$Ka80TEgJ2rClQrzc5#&%P4unPfM*s~l=RSDa*w4$95i~@^@HV3VbB-#A= z*8mvEX>G3K|0d~2Zy6M0pT3zp^Ru*9{`dXSWO@#PFY8S$9(t!Z>$>(KV(qM+oU!VjlCF_Q3fh z%_d$ash7pX`EpPj*=P`DL~TsYPG>J)huf-NBj19s|Cv?vX$Z$U#i$UYTkGs zq{G%cwY3ZpN|V%s*I3!aR?k;C_S{0HytUko+h^+}T<`GXvTjrA{%_dS-btgt{^JS& zwBgaTI;2D%LVa4|Ztcw;Ms8zFIX-g92A5oQ8K&P~_L^B!metv3_GSnFFt6Gk4u_PQ ze}1;n31YF$--@B@-#{ml1yj%o%vSKZiysBuKlxQz<_m0(O>FT;iO3p!(=42OS%AE> z?XoXFtyC%l4LzBy*nR<7aTiU-?vhVUI=L{?CETZ@kK@_{|6K`o$(E_7X(ky4nY$nN zvyK1Ef`#0*y^cvcS)P0mZ~M`a->-MrLLa+buhEYQ7boSchP$8p$qKxuPz2BO7&o9F zxX{$I;}g1nQhbYBe={K8o?I#$u(dIdOsAw9@hCc%!1FSz~A7qjMVgc+-rRNIfvNS zR(2aH45^uI(Zd7)u>q&-wWDeu@j;><|3Gj=d7n}~FE_)odlLCxuusex^uIn(Ujr(l ztCpTY-?e;IZ5$*b;)8gnQm@H3u7qDXAAu2-hW&%e9uobkxkx${p7Z8zNaivDHxjJf zv%4B{efbGH={G_iO}Z07(k|$}tH0@l7fMa4Fr;+9{3D{?=(Gsnh{G|1!dObiA6}-p zZPQUVK|z27@z%&^|Kqya|HEpS50KanhItiq2f#I82nG~2%>) z0%#Ng3NHMx4(qy}*$=I2RZsGFkft41`9dbSmQZrLUf1w`y%AW!9`a}rWO7|dtcU!I z;R?D|8r5;@1<3kZqAt}OL@dhLrQX1jK`on;Aq1?_0s(!;Ha@V~$gUu!rGjg8<^m)D zeu5*o=ZhHeSA*Z8HT*uN+wQ(eK=TiER@1VS8^Dce%6%y?YfGf=`W2BA>o9eqA^-q% zQPaf$nHBcKD_iCN6U#&kQ3L?crCHj|NVS2I^Y^2yg}iRlRbHeBx-=A37#HEoU>%*l zK|lS)Ev8i${l63e3_sjq3z%$~W&&)g6D_fGn{DTOkP$bN@e=_z!4WLQI_y$z8OSWVBBNIT7NbHsurz|0m*Y4k6v1vE_ z;ZMtVmDX(!AFim_w55ccvEiT{HL+->!`suj?0%lQTRG7J+ ziYOuZefW?)h&z;Zx#nY~q!!_3rSN!=l3E-3^Dxj14u?ZYyv)W;2)sl`@XJSwzC`dz z8#cAA`oKU-yK*<1#^#yKAY;iHwkWk6;08Eu*1Qb+RGxoXuSzz1=ssbnG1hSXk%ExS zmHnM_!oe{8DBlZVjK!k)1$T*DUmmNb)_%n44SFA_8;ty9K(rS^Bg#)&>D=KMnA2AU zN=kI1%rpzM-#?S!n}zBYuA914fSAtq)7d)a~@{U4`GBnzZb zH-_XYxZD<vznRAWQ!!{)S@OgfX?)jNOCRb zmZD3ZV~IJ%W)+>X^0-37ig^6<3;Q8T_fpBsEZ!ArU93yO5~Uw9LR$hFJ9g;E%65Aa z^APf>FrmzplCz4>dyYjHr8-9=du0Z%tOI*aq!(XH$f~+P#G%lbOp9V&@K!ZHlOWg$k6@C5=3)?Z5q!{wjqNaC2$VLn$j{rwGw^sF zF3(VV|i zBHUZH>7vO=_KnVbX88}B%JI#{K?_Og`yw-J0WkVNH(-l`nfM3-b&25JFyfy%W2c=X zW|x1WAd4)U1*>C6!%7gD~T>8IhF84ymRr-Bsdo%BtTv#*T9W0sF_P< zmw4co%tXZ2+9N|;bnck9Tm^4hP?h#p=|sRx7_5ST3-?zD-XU1a4lgE!zmz(C(!%v_ zPVm<@*+^2l1eeuWGJ}MKQ^kS}%T>9r@liupx1O&me?{yGfujP(-IloyCByV1&W&V8 zQtnB$Eyb>c$6{ZIb}MqwQ;roBJ0w;}j1bOeED0WdEi9W2vrWSqOP0)Jm2M^{3v9B1 zj`5fC{oTDtr477kL0OE1z)Bp9f|`Pf1nY$<|NrjcE`Rh~%ER`_dla+}8J=K|Uc&pGZ3T>o0+&s>UG4UPyqj17j2BW7WZ z#Y|>c;SD7CKMFF!I{4BleqjOS5)Z|ea2W-4=@SDZf#?fv1mh2mx$Q7!;@wyJO&qX% z@sb5w*SOH`m<2!N06%Ao_9h4Kkbuuf`Hy6@KN%TKhNqF@1tfS0DV{}+$CJ}R zSOsGVz9jgAf>Q~$BA7$lxf+5Y+p`c{w`mPxo4|}qY@84^0UNkQxvq&zz7As32og2e zB?oL1$bTzb_pkg-TO=271GaF2WQP$64p9(SLySsWv_~#f+w3`m7nK^(%E!M8y>WUq2NmDTCos3A57o7CW5;*b#hS5 zui(&-I`81oD!7AS1%YS@=hxangJ2ti=Un$iDY%d~1h*=fM0+ZKKh%u9>C=2>^|c9v z;2Ghvzk*TUMK6K(N^c}q{go7guk6h{rVU%$B5A{>1hWL;zbj&WLnSWqA|ZFuX~WtN z%hfhoYj5sjhGYE~MSY2T^B*%D8}8u}Ozzwq2>bN+Am|y1)i)2q{$K>tZe(*I?33A> S6PYdiw}t<<@ZT2xvl46(k;P^J From caf7663620e4c72a0f37f97b0ae207b63720287d Mon Sep 17 00:00:00 2001 From: Scott Henderson <3924836+scottyhq@users.noreply.github.com> Date: Wed, 13 Aug 2025 15:00:33 -0700 Subject: [PATCH 8/8] justus review + other edits --- README.md | 43 ++++++++++++++++++++++++++++ src/components/layout.js | 2 +- src/posts/flexible-indexing/index.md | 32 ++++++++++----------- 3 files changed, 59 insertions(+), 18 deletions(-) diff --git a/README.md b/README.md index 8b784312..9cd693df 100644 --- a/README.md +++ b/README.md @@ -49,3 +49,46 @@ You can start editing the page by modifying `pages/index.js`. The page auto-upda