From 8f9cceeef51308c7f8646ad512257e5bd30fd754 Mon Sep 17 00:00:00 2001 From: jcybul <46726471+jcybul@users.noreply.github.com> Date: Mon, 21 Mar 2022 16:14:10 -0400 Subject: [PATCH 1/8] Update week10.md --- week10.md | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/week10.md b/week10.md index e69de29..2c34a88 100644 --- a/week10.md +++ b/week10.md @@ -0,0 +1,17 @@ +For this weeks reflection I will talk about this academic paper: + +"Data Changes Everything: Challenges and Opportunities in Data Visualization Design Handoff" https://ieeexplore.ieee.org/document/8816695 + +This paper starts of by showing that there can be a gap between developers and designers when creating a vizulizations. And this gap can be caused by differnt factors including the data and tools used when working together. They look at the problem and draw information from 5 differnt project working on differnt data visulizations, and evaluate what the challenges are across these projects. + +they then go into details about the process of creating a large data visualization, Starting of by having a group of people that share a set of skills and together, and as the project moves on it becomes more segmented. This process is comparable to the sofware development process inlvolving design and developlent pahses with multple iterations. + +They are able to identify 6 challenges that they faced when working on the 5 projects mentioned above: + +Adapting to data changes: This can affect the selection of graphics since they are data dependantl. +Anticipating edge cases: Edge cases can cause the mapping of the data to break. +Understanding technical constraints: This leads to uncertinty on the feasinility of the design. +Articulating Data-Dependent Interactions: This adds a level of complexity and dimesions to the data. +Communicating data mappings +Preserving Data Mapping Integrity across iterations +When working on complex projects data related problems can ocurre at all levels of the design process. And recomend the creation of mor powerfull tools that could be helpful during the developent process. From 21f4146f5fb72c21d6b2148f32d1acbf089e37e6 Mon Sep 17 00:00:00 2001 From: jcybul <46726471+jcybul@users.noreply.github.com> Date: Mon, 28 Mar 2022 12:33:39 -0400 Subject: [PATCH 2/8] Update week11.md --- week11.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/week11.md b/week11.md index e69de29..f89dac4 100644 --- a/week11.md +++ b/week11.md @@ -0,0 +1,4 @@ +"Mapping Color to Meaning in Colormap Data Visualizations"- https://schlosslab.discovery.wisc.edu/wp-content/uploads/2018/09/SchlossGramazioSilvermanParkerWanginPress.pdf + +This paper focuses on how differnt colors affect the way people interpret colormaps. they argue that when a person reads a colormap such as weather maps, neural activity maps and so on, they have to form conceptual inferences from what they see. In order to test how people formed these inferences, they created a test where they used different color backgrounds. Finding the following assumptions: +![plot](keyPoints.png) From 46f720202047c4843b6d5ef8780afb6a97191142 Mon Sep 17 00:00:00 2001 From: jcybul <46726471+jcybul@users.noreply.github.com> Date: Mon, 28 Mar 2022 12:34:28 -0400 Subject: [PATCH 3/8] Add files via upload --- keypoints.png | Bin 0 -> 98012 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 keypoints.png diff --git a/keypoints.png b/keypoints.png new file mode 100644 index 0000000000000000000000000000000000000000..baa06ee254f6ee0fd2c0b76bbd192b2a99f945df GIT binary patch literal 98012 zcmZU)1y~%-vOkQ4;2PZB-4}OvcMopCJp^|M4#8c5vk=@#aCcoGxV!(C_nvd_Io~(W zGt;v@-PJSIRn^t?tBq7ql14_rM}UBUK$ew}P=kPg0zyDQ0^wl6HBma-hK5oxonsUBDjy8P6%- z-8%HwTL^9PKho|Hv}ibTn1#LRm@^#dMKlnQVIrt4kUY%F)TUIF{ZO=hFB`jK$kxca z717_0a<|_!ukWGoP$4YX`*r>BY9K&b5a)^lk&S2&1!7Ku4JrlQh@|sry%1#8Dw~8@ z>xJFA^s5DpvPu@>ejgx^>C+g-AVrRdXE~z1_!6X#p!-kFI%SZ)-daZldy6rXm`NTN zA|jM9IAisrOd3J4#eBTC^zX^I;(4t?4`Al8f~mYzi;`-Qq5iWs{wOSe)m2PtEOgw5 z!d;<)pI!EwWd2-h{TlZ}iP$Q`cvQ6ZEItSl-B{BTLM2LtIJ=-;TG5-GyNbj_j!E>UOal--7MTgWdlHoX#R zS6o+~--zU-^{QQUVIc6@1}IcYr2l|r`(Tzuu4+rzuZPw)eEHpMmfKuDQp$2~Sjte-$ckUQlHYUlfI~lF9#j!Ju=I0t>&fq-;Y zwF|Q<^xEqk48Hi=SAzR?_h@=zg^XxxHi!RED_wG1OU3pLS1E>C3WLZ6QvesW z-+YVf6F2HA>K)1Wc7xy+e17nGgmdPQ1nf`O%2prbogI0cu|` zDZj-aUJJZ)Pe&dJHZhc-uQ-!FQF8(PXidvoY7dUGxP!C@O`(PO7uuz*qYOPIy>$x4 zD7`>k63r@Iikr{zF@7hxFOoM8web(j82V8}z2jyywO2Zb^Kj{lE>-YtAw-&+iE}qu zU)+&>Moeya~X=teZHQHO>eih}?qNQcluot*>`@>jHE3Na}qNgVK>mT$h z18EMyRY3s=6+b(TnwkZqT^<-ygZnCduTNj=vc<*4nR4CP)*uLd;G5rGCIHeb_i-pt zn+6}0nVHlMoCiW7HZYc*OYxvxO^^vqgowL8!hBOfgB%RXMkBkWo@cOK1T^uBu|qJP}2ImApq zZaUT9Zx5#SjKm||^=x$9s0@Adb@)}pc3~3_^z)%NW@paiN<$efhz31VUI^oTR-0Gn zyZ2IlsOw*Iduu?b7eddNK~k(#yqHjMguN1CD5li;$ttpolDrDM$aiWyTgZtr7HB7t zoz5&Jn68lxkt2~=kx!97`%ysVX2OvY?9_Zo-()T*nadM2Ku|WGmmHe_vP#d1HH1dDHyL@XJ_LBre)lJEjv& zwvc1CBrA?mQ|43rCGGvQyxgYvpoULWz37)ngWT2EzkFlinP+7_8Z`7-fDHQ5>b%nu zpqi7q@r*SmzaA}9u$GLzXk~GBkzgLO^;DBV6R)1%&j-CZJ!HLXJ(k8l%fMyElk#P% z<&@>{Mi#rf!vyzZw?%+Kwl`o7AnoROczrbOKD0l0guTzauvY17beBOaJE6oP7GKjW z;S|0u+cD%8+wTC_a45aLg@%A&-yKC}$k&IERtL zsLX8UHs z#`;7XQct?baH$$ecah( z*XaA%$zr08rLLx-Yfr=#&Lw?IW!rfyaesd=eXnKdA`0_x=Y-O&!lUJpli{ey?! zGln|mmV}AekmIogaV~UMZAWeIax!HL|ETqM)6`99R;+&5ifwa)WA19l+SQt8>jqIF z&*#;2N%PF1_Dko>O>YffgR3HMDWCB>`%Axr-D9frWsv(w)~Vq7ll~d^S-eoEkXo)! zF0nDehQfwoC(q0E3&wNmQ}z|jefYz~ozq1i&L*Y`t~2ZAgh*O|dWU7RJHT_P_23a(5vBFqlJBlS>B-}da6$H9lV zEdEmsBra;Y&*r0rI;A=`_E%nR&n*{rLmSZzv6w?#gTY=(&&&5u@VD?B7y&sVKN48; zeR`An*&;o=PQVP*896Y zin{9Mh}TWH6Awx0HA2^K zRJ~^B0eIS-uC(8`uX&3<*gQNTaw4!J#zoxpdxO+x#!7LN&k}g$<){ofpgvb+P0_?A zo_;5*r>id!^S@UQlszSVlX|VCZ7FNDHu-!wDn8IU00PN3{P@h2b<;>$zw@+oZ@+#F zd@kWgI<&&BMZ`UvKhf z+o_)fI~s zCCJwe`2NyURQ^)D55ibL4ZYxbC?deom5k zXn5FsW_8RW41w|+_4(EOZ#)mmAfY|~j%V2`%}OpeQ3(mNoe2JCu4^s?g0{@*EI?cg z|MWcJqTjvMLat}C4p4)Hi?{U>cX#o-x%iNL++DMrp0D!G53g13pC_k(B57)}Go345 z+(r*vt;i>S2#f%HpA9B|rCveq#T%TrO?pl3ne|bf$%hACyzV-;Df{+WZj2~uKi6=2 z#+>lZ<4t>mZ13kd7I+t!jpEzZT_|=3e`X~)d8~mpd_4HyZb$efJz>w7TclgGJ&gAP zcA;lJa&-Y-Tf0U|kM{e{!_$bV1Y4id@9rO*>NkYkSiHr2)gER+HYXhMR!oA4g4zMO z*S>eIf3AAgr-j|#7O#7^29yKCUcJkm%#82k4@UB}M~n%&)?d;Vj2&L!Ur^USwd48e zbDId%?qzSZHJr_?3lsf#2)fQcEZiRYtIU>rij0MXEZd@1eW?u*j660DyE*3wVSNBG zx%DfSUDh321EB!WMUQ^3tmAH^5rqnIQ>*?w*q{%|3z6ktc3B4Xsq6etKE%y6p^a^# zrLRv}OW8T41THSVj{_`3Io{X!>HPejF>!Gc&t4NJ=t+RMJFF%gdJZ0tjt_u0fY_~F z0LTqU++Gk=k=XpudHVK&KtBQF<6D5h`}V_9NA|O#A_P779u5Kq5+C9N_zn_$3PBS5 z@4XZxEd=yG^-vHH;WiL3|7xQIF5iy?@cG{7e@f`@VGtj|zc9e3S02>ATSEc!p#Oaj z3ElufK!~b~%gTaFb@MNlmX5C0PHs|BQt#u#JIm<0LO@_sy`PY>YLw?-`tvp#I&M0O z3IKB_2WC?XCo@ZCF9+v$IuHV00PwAYrJE_KmxH~dE5J*T{GS#8@cnx=3pwdOP2B7R z$#oP}NX4DLSdwxxvof=i3n7q_k_vpW_zX~!kos45@Gn7fYd1G%01Jz!rzf)~2eZ=` zD;73BK0X#!b{2MaCU6TTS8qo*Q!ge*SBn23@^3m4magVsY@FR}oE%Bt>6)53xw{FH zlfMu2zsLW)r=^$8|BdA6`mfIde;~{I6BagRR+j&z4el!NUJFpM@v^knm9TLD^9($O z5GMz(z(4K(e^35z#Q*52^M5_L`8fZx=YKr;|Mt{$wfrLPtCJ!^Wncb z3b4F?`G0WYf7tv_EttFjLlvEYdEBYiW+FB$8NP&fiw@Hu^104!xMw#!IV!APjgAUV2ypNZddn&x zL5g>yvBLbj2ttqR#-#vKw8JnxgncD5fy0IRR{;r00W5+0@47-LaAjcuE)(W|*Gt(e ze*8DZ|DiAS0ZPhVT9QqV`oHUA7Bf-)cZh$8#2~=LEXGBdH7fjfJ#HNr(f_^YJ5^jP zINUlStO4tc|E^~>vjhCci-W1M(xb7O@zY05v77$i2fdHhKkxRRUk@p6qCslX@1gOj z(6aYGxB?z6;^)DCu_LUzOr$&Fq>NT-B;-HY6egmKw$k--;`B%O?O|fMSa3=LlWIF& zINj`xS9XMIitXluqpM@R?~5-cNuN`O#U#))0tS+emVSe2gk5|JC6T*mQyDm z-{o(L8P>P^Az^B(Ys5-qV9UV zsliFR*@k>2vN2Yn~ z9aA*5T()C*jDC+Sblx@%KH%<0A5}HPJzb`C{V;pnFN{aw{H^-*&NJ6LFrzsJ4rzoR z{(QZ9+<1Fk@V{%@aK}_&6@|NN$bGTTW$n7_I14=jvmoONIzi~}zK84Zq;W>+2!(eO zg69uqQpg^Tk=NF_J!>m?oHlD!xG~Ofh&ayPnsXjy?Lb$l+ybjV;sl% z_7pDok8As2x%hcjorAN$tXfTHGZ(|x(syW*yYOrq9l8Fg21Ot=TRvusYrkbDyOpi# zw*9p67NEimH|@S)xYzz+Qt+Z56QuxQD|G+j>GkQ%bDe%$OV6g**?+_T&V3ypbp2{g z3MBD67yVuN`_Y*anCo{L`E;n=b=Z!@X1!IK8*r$lWBTDPW5RFnVan5TY^Nh$=#kbx zplsx_IL!#*L1ZuN`(o$I?aJw-I4UwgNiSxxgns&L2Q0+C);OfOCUdZLR2XjWTt+ed z9C>n3noC^mJL24R?Yy;OSmA@p?Y{03Zcbj^KQ-CJ$H8b4aD;Qxh=3L0SdgJr`r zjIU7W!bJ*vIWqP%eg@&JoiuN(-!#Tt!@XX_2Nvm`b2N_Ye-zIZ?I5x@lV1{iI&R2+ zj_9JVJMqX!JJ3fk!chW?53|Ic&$q?urg=Tb^5WDlI#6bb13UT~k6M0wZYZv!Y~d>o z&1=0kR};d*Zj^;Vi}ZyXueZ(OIbjra9fuW_V#}RZ*=MxB@{dU^+%0nbZ(R*w?pG@Srf!nB#&&wKNJ z6hHs`48I(ELxi=}(_18K<=4%l2pf3b}ur*I!CagXLduEFHy%N>bq zpM(VAo?{o&Mw+sDS0n8I!r{bA=}FBi3DCy{LWW@Y1bzT@@rXvyU1`F4EU z6#t-Zi1^5g?exkdlq8@>_0VxT7m& zYF=gMl+v+(7$cc4s{rBrD1MDr2s-bq#g)-z{~o5W>T~oH<;9xZyFc}d#WE64B6|If(_n&!M{btO>6PMj&snr=yQ*%t1y7ZMSHJcYZtO`&~4+}Q-z7*ejR;16K+{t?l|M|Ffb|F ztjSVu%JZ;Rj>0fnl78@VFY~g1A46A?PVRu%4f_W}|MCf}yrJyFcHy5q2pj}WchOf` zn8Z= z*ae5Cp?gHEL&`S;a6a;YZ6OR&*Lf&Q3ssr{d$TGd1<;|`@S!3T2wq!?P^;Mn3G8cw zzA*?++XTr!Gw(G_2>E)|$m*&E)ong${&D=_G6-+#Y7qEx<0@;e3uSH=%{T`;rP&vfyHu>Yvuf(6QR5}MIZ-@Y!iuS@Q` zv^|*tB4e#cCh_&}v(-H9UUYfhRCH`c8$dLL3$fdzC}io~MxgM$*wY%f7(j;R?s*)W z%pMy?j=AGnjpt@oJv>x}@s{-GjIyx5a4v7j^|jE1yvM4`Py%sEGd7NxT=Pc26B_s3 zxuLI!Gs#rb9Qw9DeLNWksjRMaT`!r<%bF*e6BH3=re7ni{hIu)*KFq*H(Alwe zciTZp7PCn)$|KcT?oWZgMB2vwH@#0TYvpRqm5qG+-?6*vXfgcr1aJ8HEXaOdx6unB zRH+NekTkeeR=3)gF*Hsk6SW`;v!-^^8pLJyN=YjTTuAJB+Q6Sc0%QyVq@y_Pm+gKB zXjL5I9CU4dL+tfIy{4!RS9E{M_FRXLcKIU=h>e?3stth5EVXZS25Lrj6rX@#!6<0PZ8UBpFRN4C34IV*6pIJc!g*RyYj@ zrkKyYwyS5Q40Ot^YUbj3^lN2XRu%o=V7Jyk#L%Da`9_WHU)u)JFM3eKmMp^UazAt_ zv;DVu9z_Ih;uMN%6(>;>uAB};QyLI0+hMIN|HF#w^FLj$F15u3f zquDYl*L^}?;hs_QbDxoFZ7K^xN!mDE-M&uCzG~Nc$pyPI{_8k(AJXV8Wd#zrJ*@9{ zSppB7PfIy8Xt19k(~4#9BsgXkx00! zllT^WDgIdJRnd8lRKH;48*1hJ(6byWBGQxT>A7rEDrEUlbr-NT@a=fkz9`UHNN&?31-opMy(&9AJJ#Xqd=aBK4j_Uk=_O!J84 ziC)ZbLRwG;+?yjE3klG4rWvM(j*}imx=zf?+OF-~i)@J;qjXCf6IiAdI&qz^vVl`PIpHRA@?Us1n!>t<ic%harJ;w`t)@d{jf1;xIp(fhjucXN}Vp-P!xU_<-{^_u|!mtdcb zF*ZC5hRm^KwY=YrwrCsdK_B5TV(Xtyoe%QEfW-qivrg$yzdBD9>+)CfQ?#FbWhzxF z<#{1RbZDpzy)R>hCKWYM;iFvbcQyzz1$;w%s*s>)P$ZK`FBfnbBtPCjZi%43BFz>| z3O2GJeX~faZ%w&_49cWMA@MhQ--x3q4g7EBS_$Ls(XRx2;t?TQqsA{$ied(d>d}v= zSU~i70wiFM*(SX-$H%rMhYF}baOjP$Z`Au(bma14p{Knt!GG4y`3%-YJ_BJ;1jV%7 z50e4YykUO#NTzIzYb9yz9u6}hedg$6wcdcB#nZJn- z2||Y7k}l}eU#88emv(bZzr!8zU>HAE^XDne0}=bFYE15%P}W71I6oQOZs+WbaGlJ3 zoD*)-f&Nt1qeI{_`eX5;BGh;3`|QVVUJ`(lTKJJ!Ny~5?n%JevU-J<&8^(Ezu2Ori zaM8%36JU;WLqGPbh(1QMbd>Q>0eelfA*R1NepK9{=b>|~l7p720rW4SstBfRk`QRB zu~+xLhc@QAF?|7QL=JVnh}(P$djn{Ya7lbLy@@UvyCstVC@#d4l&m!zih`slOFn00n%XSdl8eDM4?fLC1}2(J zD=%GVn}!-A`U3*`yn>TesE_+FU1?E3*lK(vlP`hUuBDtp>Y_dF^WdTEa(yg*QP5Gs ziw?GdbB}Yj5+y^H15mdmJX$ozI+IwwMk0ho-o8iN5*<^&{$3` z`1)2^D3>!bRB|5ozEnxvOAN#YiI9=6O4Ax$-D$P;{lGZKB-lgYEt8Dc&?TB`4$MA? z>Nw8wK6lp2OzfsC%YN<=lE!UV?}e|W;0d@M>Q4p2K0CD@luTD)rFat^XCCV7_RbD{ z)g`K)y6VSPAwz?}c{5##ER7!Su5qnFHmkfoZ9S?cv(-&WhaJGzxK2B%9iArgWY-1t zNKN+A%lp75saBj0b#{Y2#gj%J#T6Cw6?@%pxz8QSfPU#50`%v zjdGSu!->Swk=$GoMV2Xnx&_16q~5;?&e1$?y{k3R4HV&cR_ZQKO)yqk-P@|h$WHDx zhv9+-GA^eXq3ueUcN{S{!5Yp%Kd zdS7qmbv5Frbi%m)JbrSJ&C;<^5tL8fkRzJ@Z;FG@rmFfFJaW2bm5IDA!y8NlEb95I zLpFwB-(p3{ccu{;2W-1sns@h&r0nSk(6zAjWpVw*P0A5Rk!nSdghhun`nAADzl@x% z&QcZA^kNFd&mbCR!#Jm}OW(_6w+BJA)u!8wjsjT!S`R^|9D;cf$?Bf8SdSagLJIUI z@*~#$E$?}o*@-|s;_N3J58={9fUSQZJ?BwgHKt0Ou9f18wYa6#tAy-c#4O}~r7C4# z$DHH{2RN}^t35)CEqT^wUq+LZ!!#3AZ*drEXU=W`(lr&83HpIxrxDDU z4-8{)Sjc}dQFACszs}dZyct=G8Cq%jJ^Idi*D_b(SAL;vyUGCVDnVniB%kV^bfBr z%RIJnKH*8yV=@tsWR;968IM2`g#y4~iN_C!e0i!Gz8+uHOT+@k_ zyqM)zd4mOR6;5M3VYO<~MU+!=+00CyCercuV;C0Kgsp748#yCkfvM2m57*V31!Lou zU0u97%O|#C?fDJfvE`}YR&w;Z(Dosy2W_1?e#z|dTxACaq*bN*>Ey-w^eE?xgRw_e z6zaO4`pqNDgtfYkzjhz@;eu_)kamAfSzOGXz1uixyt>__gXGxfcCc24TXW9UkbhT~ zZVu(@+)hySAjo&>1ra|pi`5KK;wC8Tq*Vv9wee<;ckAo zwQN_T$Pe)wAp}M^iyVXo_2)S{h0|!MeCT>fsHCFdZUP+WQc0}mN2(ReLBLiPb*DH{ zoTi>0yyaAsjDFN$PC$4)Or~-nP8g^!a?nLetc3h}%VkPyN? zA@Tc779KKktVe!C_LOC7(lgd#RC}XMlrOG{|0!)f-aYz50ES}XRnD-%-J+oQmdz8- z+P02{CrCiUCJoTUr^C0T#(+JX*m$76bJ0<7_0Lii;lQmpi~N}`9X>Jim*b*dH@tVG zWU5JTD(4)_iE&((1f#oK)*Ws#2k(fZ6IQtHUArt%b+GQ-bw6ScCnh}wj8Bx(=Od$I zmI_bM74U$5*;Op2+JwKf^=YGeE+i&{Kx;q@@b4XN;HjEgOaw%0S zcK~paJzt_SI<+zB?pO>*`Vwu-SUJ^X`DsGk372wELSySM(G*Fo8X*1E5}RzjFxl6H zK|8;tlVgrV-d=OGT5w;(^KkZr7unkZ#XU*1Lk7~Oh$%mywn;henC1k5pdH5T*o%9Z4Nw*(=?Z3O=h7VwO? zje{rRgxX8q*??7;hWZwFmUZgnMTeEG^+QBER1!Fba*_#qS;nQ`4*(q$lGp z1}x0zD+Z5$G_2Mt3;h-K;@liham}$#voK8+IKIVL9khDHXEstY>(=O2Qn62XP*r}s z^fSO(1!P6`>Hdu^g{(5Z*K`X7A%ZnqcCXTxkPN~S2B4pifPhc(3m*;E0x}n9KO`3% zn~U#K-x4k$mW<10dx5;g;ZUerH7(VLG?mtv=n*GbQf(kKbUmG(43mwOaEwwo&qOpId zCoXn*@RzIdJpC4f+EsE%PtZj1`vl0C5dN`h}xc zKS7#-m^_*a$q1d+5FW0G6c3(uMxJ)5*UeHvVMgAUYL7;9Spkp27toV1FBc&K7uhNx zrqW0nCun+C;d`0(Ts;u~YCmd>*iuj>O@wCB{IILTtiy1360l!?3R5^6|9S#d?xV)U zAxNEyBtRwozJ`rDAgjF})kjS5axgNF-_k@2zU}y>-gj-frk=M$l;#3@xxdYVGDm_c z04>Yw$OIH=Pb>aNCk)QEXj29W_p4!RY;^$KTUZkySMwZIwO=6IAo8Ej=71}YkTlj1 zkZ$T5unodB&_U=c0PCfOFp+rj&C)xJt`EATKi9t`M}NEXRcx=60P&oScR1l72lYsi zQUe2|<9p%)boz(B_UKn*IwdMT$4HuHwm0$38aoBC_zgPZLQ%Zqg%tV8jIm+eXcS*V z(JQNr{nG9Y86JyaN9yjJ{r-;TeU}@VwuM7NhYFZd2l-p|B{#f%vH`u! zVRUWzI?Hy4c0X~_fDsi<5RT)GOEhl5j$UJ!h%@BX>tc^)SPwYLVD#y*^zKYy=N5!x zK)o&vxIoknmjCu9r&-nj#;qi4k8jDPQun4pzoM^9Y38I7i03iD-Ag*bW3zN+Yk``l zWw*O|7Fnv~pHW~VjjvOTnlZ&qXwlC}IAl?TpU?YQ>=FKS53Qe(W!_8rMH-U{C(9Ci zZ+S7B*%=akbphef!hVw{e5C2iK z`7fYz@_jalAnI5C8>gj!exIbmAB-vgT~7q2vI3b`(fooVkMZW+v+3Hh?sKH+?=UMc zBu#q?j#Bpr;&Wf*mMbjZ({{^1?tu|F`R4`G-k}fAH1yJP^-S5~ArS7N4rySoFtxVZ zCgS^)ZDWVQoBoIT=%6`=(&vR2j51JoaakgFg zu9VU6vOBJxy#H>yF??>b4jGG3AEdNNE~d{ov;Wzdda zC#r7Yl-0f^>QdWyI4Kb`#6#`}rX9V>l;2l z@M*W8-J{pK%mr8GIr}noz=F5QLCXH4+T~Q+D@S2I`o5$YBGRjRte~{L<}=4Qula9Z zBD3gXJ8;}n9nIr85GIU)S#etPdK`?TkX&0fqUlFf|1)U2;&M4S99qNb3kJ#J`N0>& zGt_Vbhno>gZ>BzLUK7>?&g5Mt)TFIxAYL7jOu6(K7(W7*M*iG@>#&ME8ReKTh+Yf; zL#mEjp*S9|+pvkSOW+jVV%gT=^t7pW zH=>^zdamu}_#Bphb;?G8W&{UbPeklX(#@hcQHQmEgaaNiy3#zyIj6ul;a?-ai-E7= z>l_Bb34&lyJg&9JJEQ$(UjGy|@Lt>thG<*RtqE?MeXZ&n;ym;m^!OCtbOfze@D{7{ZqVA$g|2{%S$l$4S0J1sSI7Yl^n0#8?8Kw=x)aUF-~Mq zBU+=Ux7+OrBrQ_bmv|}3v2u^!*k?aAlRP0comNsQ{Ue=`64l=E4&UK5DxwPA=YjFX zr^kUxw^X93B&8GjGxhPEp!)b%Mr65cav5R|pmICD_$H3br6tk_ab`WsU3^ANUjWNy0r#uVH z=e2ie{O=Ff@$=Q|8Rat+FxGuvcimnErHLG^v=RuMeFup0r}Cy|e!Z>cUu`@qZIAH( zx*TQ*E)@3Gw@8!}%e49WjBqRzuRQ=+EVQ2&{Nqh8J}dC`VXYvV8DHu^!A9`qdd9z( z@o2HkKAhO6?24bN1svF?*@@kLJgV7nG1(H1J$T0X(#!9b8Ia-_krozkF@S^Wy#v6W z)S*>=Q@oypsHq>Ocl<6(4Zrt#RdZpUPga)6{l--&A~!_f)c*D3!R3ZY&8~UdvTbFt zH#+*J%#v)yVRQ})f4y^mpv@meFks`D9be&R!-V*PbqIArm8XnG zp7~eNRi*iiRnKNWrn1`zbDKS_yk8|t>pnTpK~Yl4gP0W=ex2L&7`Xv+=e=3Dd-oY9 z#&pBeY1_waLeEtfaX$jbmVAA1LdK5(bt|eOWXW0mXA-DpD}828%H zv$SbQa57sMFLZdjXpSn~8Ii?FkznvhzNNo%lcZVfX5Pgk6dpM#*L(|k^gsGdvOC$vM|bd@9% zi=x3%7+9(b9*w1&0Vy|X@=RDri2D@Y;X3RP{NOyK;2N48xpejjeb+IrwTXaR4ryPe z4gqjdPx8)WP$5fu@ElgYI*w^^hZt%4g-IwR-~?~Cr&~@Uo|icA`Qlt@sjK3IK9~kJ zp(tMXkk%V;SXQX^QtGcADD}gkQGFCYfyGVTrEmsgy!>vJe>;ZbvC-Jp7|_&)z#yb` z@OJo*EZO3H+HJy=a=-4B&BEVK6dC4lSRes4j2oJD%~xVC)?@N1<|LD_uJ%GelCHaW{B}RDsX* zHJ%{Nnc^`#CH@Ww_K@}~T#u^T97&T~b+A6>gma=%?kVe)8amqZuR&RO# zR$=7LVIZuc&JIC|*#m;fU7fgEXRh*&~#qv>}zu{AVyd`4L`PI`q&UM8ojC3mnW9 zz)c>b;jsCw&MjCTWazMM;JsD#@SbJ7I6#-&fz?qT5K$(?S}8T% zlB}Ygx7NQQGUN7+p{%xqm!Xei=$C9I2cYZk{*v<*S+qO=1>_`m6b=eIX~X<9u)@dn z{+nSX_UJ;Vwl<{-$RHx!EiPSoOwfJ{<+xv%`l)1zyhW*y6aB%ico@GP4^hkTbm~+l z-NiJOjM%M^1^?P4F;)`WefdY#=D5hc4m-bWwnqw3+gpvl`rPu@UVK- zib!7qOL;0$O0OuZ9rPvfrm!kloDemdne>AOMoHi7q*@S_Hxa>|g^eJ1#U)G)Z5OWU z&MsoE3vE%ADoQCA8)j-V`DweHom|7`r4t!yktK%(k!=S}I~# zQ_`g_+Z?)*6^)f(Xm91TaZQPfj9YVgjop6uv5VTBtj0KQyG9LGk}}TulGV22&V6~7 z7u9>O-j9Pn+>zp*wNkk#$NCn3`{OCkMGV@+-frxX3_7*@GVm>QHv3Ib)Sk<53>2h9 z4#Iw_7(DyU^Kl>|Qte&pwR8vKW)eM>d@T4>peLXZbe)bi^UhsZOF6nP|7eh;h?{zn z11~shwI&!=TZh1)$a%)!IX5Po!Hy7AdQ$i4K{LAb@WsFA5%wQ3$!Q<7C44gX<&8L9 z*7uKxLzWOyN}oaX6Wi*)IT#1O&pL$gA5d>$Z}oO4S(KuH0R+_HY02fwqT_5pY}fR# z*hmRG?qhp{F4Y%&@S+DB+Bz?E|9 zepn(VJ5T-tXWh4jBIcc&5jpX>{}8;D5_%GEX#>mT(_mB~UV&aDnBWF*o+DttBF6K1 z-kVU%Xx+`&)XGZ#sL=tTl3*x@6v(?Wv#)|%muo_tcb{=?zs^ZDVYh`U!I0XHFiTlg zA4N2z?Ka*Bh5Q5CDiH_Ywg?49poS%$wL@YrqE;n{_2Edu-rH!U7fma%|J6Zqf|Cpw zGH{I*;4a6pqaoCxIa7iX%z9as>43gM{iqg__S<^B;^3YL-_tZ{57^zHM+@bh%xM!c z;+Et*^4o-_UOjwq{^v)_0}SFN^CfP4qx_92#hkIhUECqCLI`I8{!PL~M+rF>gOEdJ)B{9}yv>&iA>;?HQ-(I83k3;%3Suo6c&{G-GU==#q$Jy!j#Ea;+ypnso`j_Sk9M>Gu;>m1^a$css8bej)?AB})u=1dR}G=9us6@sUwdJ`OAbqo-PCPf3aJd&N@|ik z-at5<)AAn|DdU)KvgyNXA$z2At>eAiMM{F35A|*?!pg(ziEjj*8@h?PT=UqJ^DN87 zV8@=Ds5U=5ffWcGc1?`zI|T}TntP*eohz?eN=jl6g%}chs;chbKgIkn+vtA-LB4# z+zyd)SunVMKv`HB?3Fb9qdAu#`y)MNH2v=0Ga8Q{gSwgi4s<%;Ep>RHRIJ-2r-lN9 zj0N2ycu(amv4NG3HmDO`(ODI|lQL18<_G=4 z;ZrOyY6tq@^dq7`IFc`u?w}NrRf~sRAc@s&91#F!iwfNh|5FR5_5v>xZ>4xo*Y z^+VWXw-|;5;V-Erw60s|>LlQz6T+7fIg4AN`2s?a^heUK$BnAg2?{xT@#C1^kbyFW z{_rfj&xOyV0#V@<>E}})#MNCUG#eiANql*dgbyPl*i=OeG(78f$eC%7{VEPW zqchL4=&oGcjAKqS`VSyLKJ+LH&1*+|g|*QQflP_(-0s zxGoyM#P=;5)&hpi4+tm(xOe`w~+8vmewk*@wvYb_lH0IY^;dhK1+&a;>@= z4eyn8qOpooZm9X3<=AQyLGV(jRJWh_@~5(~4T0hecPL}wZLSs@ZQfLv=o5g$k69hqSHNA}SJ_Behr0-`>;>7-sV?zl}elI9tZcA?2I zPTdnsN6L|!g^(ffiq$WwDemapdF4K;N%J(csC2UNQT;#m-ZHGJu5H6rLAtxUq(KCv zQ@W(3K}u4kyK6~EBPAsuxd0KVMJzx-0qJg}yL*rIywCd`-?#tofBTmn9;j>1HRhP( zzOU=NZpZqsc}Rm8+O`6tF}dPimtnm7+Ar|PE0F)reLW4btp)uI$hCLkIZh}~is)vT z+|u{K4pqa&zo<8BFx|QB3gS`z%Ri zejujAs@>=Bmu(8BfxAD*+B|4yq`CPMXT|rLgYBCwo@tJ(oFi24&)txOwm#VgzqXbx zIA;CgUY!5jPI1Ysj&iaQgN4))+$zgI2A-OsEm#dj+z#!9spGGI+4o=)4@K^oNQHKJiro2hqf z1X6c|l;7G0`60FZvS<^W@H1Q}G1?_d`FPJ?o6yBu`G!buIa+J8Hru(LTu+c&QbbJ* zUCmE6-AmyR9w^Rqh^?`lB64kaVM2`RdK8o6RpzlAZG2UE|4wO{5(-aBn>{$@_6bS$ z;xJ!EMUQ4xpl|UWOffkwScdD5!;>=MNxN{u53VP12mYpvbA`W+jtE?OmHc{AFSv#t zN%+&;+|%lg{8eaqh`WFnDR6mi^)TDA^10ZaG@rEBVHYKk@q2m`_{3+VI$F_H5V{ zL|`o7tLP!*fIwrEP=hUohO0#)`D&=%ImM=~L#;1YuopK@maw$ptK#8vx6kP=j{r|HG9@?K8A7Fv9$eBp(>Kbv`m7 zM4)e`2=vW#&7zd=f6zSy5@#0$)T)TKDTn{7=X7EMou{)*jPu$5{c~(^tuuJSzQ6wu z>t^nS0OQhnz?(JoV(>#m72)Mz2+k|?ON~wDyQG3%(1!hV;o^k*s(C8vqA%`#!1E$M z?Y{iYS^aGsp7~6!=w1V(MbXJe1sd`>`+&Y>qE>!A{fp^O_rGi|2*!Y^HDeaAY!;^; zbFQBx21yrh))kT#ZudNU0m!r{hg?qSpr1%xGEeN7ZTRGGzv1ZpXjV>F>j`5Hd+bw#k z4x+|c6yaSII#L!C(QC7LnK(M1BQ1E?L))FaiTK;L_1Tl)czOvx|ss$BF1x zSw;P;GyLn@dms?GH0}qSH^uGeYdia?v~o?oDXVyClAx~h{7P*Zfvkm|G#%d6es*Fm z6`*RBZ0%z&6TXjLOK^tqH=kTO&k5XCMD8GnvvtXejIB@iK6)(=8V~C3Z@vQ_aBY?p zcF`qZa`$w~B&s)r3hmKd?UMZ^0LRd8L$1KzS_!!5q!qdMw(x9wh$?)4d3kWtfypzw zKc!9@@zrcE85k;r#A(rdP8Zg$SHzhSG~e)z4@bsvfeHfhV$tbnXQ-zQxX5cdn|2t9 zuq=tW#-oxd(q!z{%QT013u`~*CK)!h$T**;Gq2jmDcaS#96yF z9(@0LAGYAFl4)dLl+tnPe?B+yk)=h_08Zj+>a)rGy#s?I%ngee`t0_%?nnnD5KuLt zIC)JQW3F`dOlQDr<_T7al_KFLMFm`N&v#ko3J3*r3bg)2W)vRlqtC9;QRslC;R`#- z_B-m$yBR>BWcvt|EC6OE1e)DvzJk8=nfG~HX|I{F_-t ztIpsND({#Q#N)Swna4-QZdvA5UOOOyprFDP4-dft#xVG%vTa_=|>T9T^;m;c4D6PM;xZeIS=<0XuRR#prQO@vIiU!P*juE zc8o5%K0YiE!@#&T@1gruYfV2DdTR0e<9(tenYo?nEgl@3a1 zU#{{vj}W0YKCnP2j-jnvK4%y6zWYT^?Ca(fkqV~0qI$ZVRU0xNYz3Q}7aF36OzD&P z?7swRO=)TTc#*x!lzp^NXI2@bUwrZwroB+g`*j>5CazB=qK6Gx7frcDJhG9DpVtFE z+Q1}mf0a~i7-p#R9!nX?NJNQh=$wz$Ypp-o);INL-ao7~-bS~CFux?`kuddMOL;ij z@W|rZDaY@Tb=!1{h-9oTW+|j4&!=bwyL?vNVe7@8-mssSnccDnl%E*G&ptdIa9y~b zKhH8IRAl5PL=cp@=UU03I3hnUHJ&#D^;$AEw-lu1H2<{3FSplLe_oVno8#S4^66&Q zYbDmd<2NJ9Me`H!MJT|C8hU60#r)$x3XZ#wpxeDkVuWNUGLp!%v&luutJnS(G-^YW zseE6agJ*>tB9AI%T$u6@?U3ikYNEYt-+NWjc(BvZmzNgjd{U8CdTn4vJeGkzi{(pryH9 zK$Jgi@VvGL9Yw6ouCdT?S9s_`wb?24@PK)>)9q=KeWApz`I`QxNXMa4PC&4guBkwr z!Afmb$!2h=BURl^)c>14N%-F^0JpS;Z3D-$aSf3cfXqsaQZBbe=E|qNVSK*ak(knq z0|2=Rjnn9A#cQzB=C(F=;)oVHwS%`~hUuVayCxJ!jKvU-{ic119?>@|Xt^1LZpqR+ zoVC9ayJM?10J8mub@FSY@#y)`U6;z}oGE+G zYrP0-J}^`mdUEf6y~ggfR>ZvjYOJ;PO^YU#w@;<7Zs(THUsrUS2Sei17I9efcCxza zgzCZ;ydUsMAZcCl4X{bzinuDO`{Obqp(b_+w^-tBlxvY%U?Pjza9EX*nTx+>n0B6i zgJLk33i@~gGGGb$vFZH8g-XcH>~4o$oDm=l^? zUUex7Sk*W~QO-cvxGm>&GiBR+gvp8bV!hBByd2a<)L0vDj`~qK_JA8;?+Yj}PiU0y zv-ka2cQs2~Kdk=4u%Rx=0D3{Oml6qu^9_NBdZqRc%e>=dkwAenG{#>@IKp&pIL5Y` z540YWemTi;q0lr68$0f#8<{*$t*)=%6e+Uv@b?x&=4!yQ7{ z&QKjR7g+48Av4~ch&!1{`IDhqgGr}HvuvV;rFWLm5m{O!2{y=>*;_bo;ZCw%pBK%t zuh4U_71Y<$8)sc*B-p4aE=k6F7_l37o-sD(!tUkbM0AS#SUJPeWaL1ueC~`V^O8lv592@ zbz!W)pHHb#)D`RP82$Mp1FnuadI3}AVPp+`f;m^rV3@&v zddK)bYM^>5$JPOP&{MqimYqey3B1auLzN6zABY0Q7MD$?1NNl7tW>O2r!7s&3;M17 z<57YQX^m_kinyUi1_pLTV&?Kmyia@Fujpna?DRA4im=UnmG=JRcGUpn=}RF~tErnh zrK&I=bZsh)q2H<5tDG(C!bj`Q`-?ivn6ye5`_MbPwbr?XE{8$f1qdV=gruSG`Y;Cw zfl-6UymOKm;&B`OBXnA&BgR%Rb8L@)zNe}j7;6Vcndgl}ac=c**axM zGDCE=QXWDUJb9kYyH%VAQ5fap3o5sS%3MN_Ik4W^M6-<)8y6qOhTFd>`WPWd^5Sb_ z+PZr1W5x4B7kPEj-8xq;6-RQajVVs(STdb=>|+)5{ULfqGK+WE5I?=fC9BL>S(vr- zF9NQ)2|f?`p=Z=pokrQPQR9?mN+MyB_#0<$x<#UUM>2{d!XM~!)-O~%xN@nAe78Uw^vfO#c!`| z@^hOsCMp}nH6gem-a_-M82q&t&@-?mYFAS(=;w(t0oC+exjU}l7_-d{K~68T_PNS?Gv@-rEWu{9bW7K<;DQ@_0u$)b%`wHl3-FENZSbM73W7BQeXoAHQR+qJ!_tLGh|{B-<}1wA#`{9n5b^ALOcWU#)fd*$i?x<2jPP$yNz@8#&|Orq zUh9tgI@VNq)fT4N9)yqjU&hocIUYx`Yj43boHUg*=8ui{BkF)or#ugWK4b}IM$PbN znoaOs^R#|+VKYQ;6v8M@t?)}2+)stZ6}ZCaX@1o3$`Vd2TwDsCq&0wa3h%2ZO8iOE z-9)X(Nx{-wYmo4;*Nj7(g*W~9vO_t3(~-W{`>yfcx9t9&-xAXhsg@JUOys(1IzPai z?Ur$#iDzVZ@(+jV^ON>ABQv{m=|w|>?n zGn`N-?ZBb}Py(DN!48qq+=k6^v?<8Vbv`y;_3vOd#;A8W;~!P@s}FvwfUTBh!c)5v zSFvSC2;D3U<+$A?CBO}JA~YH<2$tAmG{`!@?xJRM;iW2;lyJ$M)ca$-T&3c;B51tp zkQEP(_)Mt33~oYAH{#`Gtx-NWigl(;3bu1(3I+5mxowGNj$$r@i&jINcAN-|Y=Y^k z8&dhMdqf^ymQT>vzY?w_m*d@x0Jo_G+$Ksi+2uo`%-bQyXNx~fqJ(m=a( zG?0ii(6a)rHkYOW8=fSn$l0MO%M7WAGS_v8hpvbl4S7I<~4j6P{fsPcTk{R6S|nqWCkmk zWIPd%M%0G^C-$|!u#_9RMveU@x>(UNut%LKl9xAucjM0^fs=v(nVcnM$6h0oW-nHa zuV>k6TaOPxT*Vg)clP7@D6WVHB>uLfl!Em2)6ZGsk5^L^MjU`oHlyaJGPNZKt2@PG zr!m4v)Xjo|(Kp){re^>Gd~=AJih&GaYhuFV(I!nS?@HZ%g|D)nabA>;@M4t5>5=jA zEmD**MMuWvh$|h3b$`;GNHFsYGb}CTva1r zu`Rm-O1EzPD@Lj>B35Q9%YD8Q>av;ZZ^~!t5O)r+cokpT@X9EfB1Zo#c!^*pW)erS z#x^P%5#Dy4yMX{8ERNvP9?nLH=X}(PqfsEb5j@q02s0JSwQS2Ovp9a|!DpW~9S^-N zycw3$T1t4T81Dt0nZXS7h3&SNVD8ic(2PYIRVm~gkFRJhCzlxj!fp?B?ZxJ99W*V3 z#wCBu0)9hI$NR!_==@ggtifViQH)#Cq|LF0&(=x5`yqRu3pj8qwa^WSSCBL+vqhJNG5}NUCAf!O3&^ z{UM8fg08w-VE)cjKmQY~J$X^`SMA{$`s_U$L;cQi#3`UAvxO+l3h-{I0iJ8G`RcIG zeHWdhjA~+1;zNrXJ`v<2L9G1__veqKBt~IkZ~oxV{Du#{GaHX#U}$>^g;P7t+pJ$P zvBx@|Nz5E3;5xa;HaPNhJiBX?mqDuBHgu?^nxmJ7R#!)RlEo^o+QLuE)qnoT@jX;{ zGKms?t9#5jj`4j@t4Z}22*WC>dikZ0)ukAPf^iR;f(hPosrW`}kq-LtB3F<*hhPTx z52YeE$oMvF2QCXXnNA%pcVlB_TjHzSO|fPa=6?&FZkfGy_oH%~!=y`4bf?0Bu`JDX zRlQTsw@xLo;b!WpEM~MK7fb5T^Sc^I(rak%IERP*A5qo!f6*~%t-o2D<2Bi>iRZR- z+nmOPwkvZ29?Yzv2V`Mt*?#E9eW{S<-CDk{C0cfcZvU6Z*>(v38$>m2v*YA1*IPvX*_MZOi}%Zoc%o_* z2Qz{8{uf>(KZLhvkZ!Lh{&R2e!!`9enU3O+WM$s_cP4qU%-<%=?gbi-jn4)2}&($betP#NFq`cN3N`w)N3rJV^aUCJL} z_P?mIG)x&X?7dIfB+z3>3=okj3XS_DnGf8Ft@ zxwK7HrQ2XA_|1bhx=>z4+4{sJ(;_t_Bow|?l?f=3g;v!0yHy(DpW-1nA06=cbptG> zR>|Ub+MhS=+fuPWYLmyk_=sZT&uBjsJIxH6k)RXsY+7}d8Na7H$GV$Lgw)7yZSV|Q zNspOU!Gm3j`tWAy?GhWWAUGI22YHpBJrfkZG>|uREq$+m6^f3FmfLd1$ONv~TZ%mR zX>4-Kd^72S`%WdY>(LXgIQsiK-wii0sg=2Muqd|Lq8M2c3^2%>--+*GMQdEYeIGCH zC!fE2S^Z)x#fy?3#S~hdLiYA4=Oe zgfE0l#E@4pSQiz?o8CS|WCu#z(b!>?E2PrV3hwH>& zhumo9jX{%44cRXX*~2(lP)Dv)J{+>;5`X-Zsv}`Xc6e!VML!_9Bvpv77PytY^HIRE z=rjLE(xQxYyC8ej+UzHK7=EwXi5{to&?)HPh``GeJlJEFZD2<1_^Ux;TI5rn1o;ZB zr&J0k^otz)6~1uRK+T(!TDjD?$01VQpz?ob@!s=5VKOn&l}sL2?n3i{cbYnzQ!*%k zJ+4_!1OigKQSKc{Ncu#+@EUw5$_NuYAyvV}&MOa1(1;?p4wC0~R&6hgyE_s)TYBlX{;maR~_I108T zA-&I`YQ`{o+7)|Wo6=>0L`lI#TXV+X$q?~14b!QXi1%^w<8NE~Kk~;)*2q%fxq9fC z<9d**HsHKa;c0QB_52}RzT<6rM~;O~n4+H&@B_ni>f$&+e^d0-bj(Lfey}WJtn`{thzIZ-v?DoT3)LUUM`0Lyn3ldDLh%K(Lv~^3%GVzT~Lc5X4 zwJ$NP=rh4oJqI;|euGixwn}~$Osy8Qt~tR2M*M`5%&8Xx42Rg-1-#x1Nj32JX@Uhd z<{UUt#0r;EH0xmW_gBoVZ!reFYZ5O8=UC?3MGs@&<$8)=DmFiUei+7jNd0=5`1{~( zqhwV7^+T3cEtTdqjzcE;!xX_o#+`$8Vj*Kz+yJZf#`ehd+Y{?$4)0|S+vQ$W3o`R1 zjDWZqiQp**+{(IOH zv`(8mmq?^;lZ1cjIFF7@^aI;Jxq9RJA0QPpn>&~shepDi=9upKJ)-wF2>17ryj0Xm z0&{*vi0mq*+C_gaFFu_o%+b8Rb;S9O${BD*S4SF0XsWP}x zuMDN>ILlw_A)|R2L&ADmGS({CozHa6nz-cTga~Ml_@Kn3Etk!B)*JFnW2sz{|NQ7d zMty?(?9ds*UNgX)Y&t;Fio78l+;rON$m=@s4GO1ELgQhcBcx4!!|&ns{a$fbi!GQ6 z%f&p8>`x2MW^a6G>)=Ml1p9P3z6;zGk7UCiAQ8i)m<~y%;70hENlO)%(vdCuMoUjU ztX%PflKH&OQ*Yo+F4)eiB$)_7R1PqQWWHpIxZyzc#28g@%`)JE_FZjOz^{u=`_WTH z_a)P$u&V#z3DF-)j%9kCM@u>0+6ECy%Fpn4(qA=Z|0Zcm0JpTxyil=$3yb)-H`X=8l01VKyCd>b&n}P z%cT0zRk%w#bGyqgnv?M=5}eezy)WG|JhDOj2NJ9PG=~BH(dSD$?|%n?$kVn1skVK# z2_0LsbP+wvX6T%u84n>6vpSSmn@wh48)IX2*)X}J#iKgeB z#S5acxIGrlMh;QAs>WFE+?Et1uwjUJgW=R*@ho|>-3d7j-zMr{>KyYGA&l~uCQI+K zAW*ZZka>wNc995SPi1)D9Y);)8l+%RvVF!yO<5hU!j#`~hCQo=n2Z`%ZlbCgM{j1n zuVu}nkg+YFizMz3+e(w6r`CYt;Ju=vWU5>F4yVDPDEWslCL;>$;2gO{V4Uy&ErfzZ zl8p_jK5ErEF7E#uIa>+j=6Z*rS8e}SoDPi!T6VkK%rem1{}Uqn&o3Jk0Fi7$sdzlA zf_9LHCU|PQau0gWg=saWpY-oj3aitDx?a`GYd_KP82OK^{rNEv;p-pdKej-Vvb%gq z%ppB>Kgxt|W_g_JfTdY2Z|t$n()shh61W{D(8`?{MPfQvYJWKS4Z8`*tisx}K?(!6 zMH!ofsYPO#2Iq09y@Y;0t0oA~7?7wwu%>ujB6zr$M0WjezU+SkXQ9^_UVuGH0?ZSq zUr^pPH1-$Sg~v@A>}Ks_#szoLrz!<#_Bc>ICU_#KJtpZ5J*KQfuV272J=*{0^8|t0 zfb#itnuFH=MC*XkTBDaW$18uL#^rMN(W3^I1L7voyA?46oJA8}=;MF6&mjof2^IAA zpc6L_3v!{>5SnvC*JEvc2}fB%#N%-c5~3~DTwVaR zH{lm}zl2jJ=&KzAQI7gcVDAKoip>xMYUonZcdPCX==Kqxfh=2V!RX^BZTM?s6H}!b z>ERC`E+;+zo6hJB^blDCZ;}QOT=%TK<{A;QngPVz&iC1O&({eA`{Kg|?0r6MZUJ>j zVAcld)~jGWc=2f0B~Uckg^EY`@G*Os@H5?tlOfq&8B8uB zZbW`$FD;O{59}vcNK6lWj(S;t4~53k#i8u@&>nluJ2*{(JRyMHjC0wAY5zM1EbLfD6fEJ z#KZYtmj@Es#Xu=5+=w#UEMu1?%T;Dwzd}?)B8$g#9X;+i*Aa{CLId82$PoupZrbT*w&9 zv%lK3aO?cZvtuNewPAAwtjxGf%a|uw_aX_$VN>4x%Qr#oCSZ|lK9y&!YCeiNZcVdq zFkhDJ&y)z5_g)WoBdlWmHGnJls@)nOOYZY#!m*?+Kx*L{_Ht=hLJPUEWnWd-q?oEy-rd~m3Rki@{J&(bU+QHLFQ%Mey^P)P~rU8jee)g`!Xm;3S}@?hzt6W4&!2gKFUojG{{H#s!4-%OA~kWE+?T_d zj=()vAHH4jJ?A+0zztY+YC~5|-*yoX7?sOh+%@$fzMx~!nj`%ght^S;q`uWGKLC&^ zRr+S25A=F(o71%*$+d-yeZ=C4fB+ndR{1oVZ zW8vJ882Hp3Y*d6jv^|odGPH1g`22*V)wPVvxcS>3X@Y3aif`k6FDOwc@H`Y>eUuUe znZcb25*^XeTx*TM4iIthV_i~wXXpnIO>e& zQo~&7QsymbD`jis`=Uv+4ZuZFTN9f}0winrpv?ShBz+gwPxa?(L?-Vz%By7*BfpPE z-eduffHNSCl#jVB`!P4-Q6Tyz?z*)8Zwge0<))(lH7E_z4?Tr@>`X%Ql7L&pWJKnR zcF{`YYxtw*OCr>@xpC?)7PqS+fneLR^l2G5PN1Hb1UTTx`SU{~`ta=pd;Dw>`T6D;mIcegn2P#oR!ky( zp(Wn_RW+%Jn-=&j%)%!&$750eO$+!_B}Qf99K3 zdI(G;lCulok-VB4G;Mnq`z`*!10+J92(D(h!4A7AH^0@p(o1nxHn`&P=&AGq>ket9 zH?5rsyLb)&Y?m%UGx(NWALbxKfwJDH{yZ6d{FOK+-|xPMs8k8_J`eEhf zrMh14o|MKssikbrOtXnLb?=YgfxCw)%^kNS(FT8pF-};fS2@0!X98Ilkqp++RH3(*M2QDxqmiw1IG8;qf@5;yEHq zTEiw);@!l?nd`B*e{uwZcb&HVMZl8jRrxR}%oX%riqD~Vj3DyssH`DFI;x29OASsx zHA4U}7@ELjcclbfGI`rS=;T~sGwzvkI0PRLz z(6~XR?zkP(H)~mF$;Z4KsawjnPBmn?NDA0>FjMJQ*{_SmTzd1C&Ki-3j6yp!=`Qt_ zl)6dD5xivjg3#C8!Df1<^5}{ozYhlu@xj|Zudi8wr^!QSaSkB36=otw+ycz?Vb6y6 zdsX61p8n_gA)7-xK?b>acpN923D8mHYUFnnab0@wZGiY`@rFzM5KHi%-+xTG{Mv^m zKZ95=X(j2E&~MOt<@$Azv{?LPd)Kk{_m}=~1^k(v+CsvcHbGO~!k|>MfJ;}}VIAFr zIVM%kk^r;O0C;6XoH33q$5WI+xE zJxm2zi7D%c6QLsM%7X?5k!wO67hXN07H$mn27e*1KU=>fsx%S$_X=A6xdPo*MNHpH z!0y8=(>#QNX7D>qFP8SH-+>_x9JtsIk$Mfa_I;G8zW)qR9> z+ny$x$++AMDhA%V^!twYqe=&;EG;{HWplU&RNWnn*ko}4itBH&i_x5Zyod zp??-y@wslD9nxLHP3g3psMa&A!jrwFG{0Q3bA0G>g7JY40O+tE!s_oa1;(Y&n)(zLrW8q>`BaosV z3b_sX)?(27jqGio{&|8d&XVn9A6I4QQvSWZ9?N1|PS1sn?QzNZuHC<9CnLn&2p4;! z?R8(o`W+mIks-{f&)tVP_1c{t;A>eU`RI9%*w^?zfaFcOq?RrjY>DCaLROf?NG$AQ z^v5ej>?2+~SWC*$ao`zo1~~RI{n4}C!Jko*3u%w(GRAvyIaXsr7?yS-yNstu$xXXj z@ryy9Xdi5dw0+Ej;dyGtHHWn+#NJ^a);^Xa?u0~CTN9o?=jX&Eb&)4ye7hd);>IWd z`;ZQvkB!G-np6t)oNUrdH6)2!n(vVL?u8-+PhE!|y$Sj(o^<$h;@F)xyzLF1{G{W4 z_-X1@I89IW$Z?V3m&H0!;H^n z&A4a4=@)MbE%^5|fy)R^6RG?*K3N02Ebk3ks|&m2)ZnT9j!+bjaspMFKEO$ecKEUUz?7T;lFxrKqYd zSViy==Kvn>(etdwHIeR5ujwJezZvQi%yU>ZF2+;UrY5?QvjvBWnp@mg>WH!nlCp3+1fuMx?=yQb+d#kzQ{t}WzO(LUcpalUp zk|2bU?r5@Fw;h^+$_^Cy>S9o}W|g*}PRg$jUT9}v5l4_z{d3(dVW7;*8a^YLgd24d z+)vHGuRs44`*Z$sZvDE|2^N9z(4|Eq;Cg0(1^6ahmSKu%7xDZ|cN|X9o?K*KnZA)! zeV=3j3F^}P;6TR`FrN3#wTXJj4g`K$*)CE3$9&EdjX(2ig~&cmy6BVfNws>B?y z=JhwaRdQQm;oRx^Su&cPRK7qtm_ULa<|+_%|I2yV^QU67gFIdRJgcYNYX^a}-YB*Q zDuw@iW=87Z`NPJIENzlHV0;lYL54FtmB=d_Otz6Nx%NBrzZS1Uvtvavi|h<(^b)Pi zQ!_lCJS?6Al>=2%U;@wGqw!J>9zR9@>jo?5&42cOa{+pDk{P?#Aw2nJ->6M4 z7fKg$I1Y^hPn%57F9RM z(?S7MHG=wQD&0Swh8Ir|sY>?kuj>C#BjFin3!J@*HVVN0U+o35B80QP=&{4p|86^c zo2Y?tb`SgKk5M-g2th|Nhhe{{#O!mFNG%;7R(Qxjg~r zJ-`>b%3*e??2~QlC72q`@`;Tc1XCm-9I}^PJOLknf#ueVh`o>;CR_(0^h)o*du~}=58iw{VGv}K1d7b3m*8iz zJ^-T@Bm3^0>JFF?kedaZ#da7jFIv^@4IQ*>6+DOc^o2 zgb9)3UUY(099jO`#el*&xgRm$#U{g=WPM5LUgG@6;12*hPkXO<{?ioz|L};f*gATd zkwrN1EU2C`^WOt^Y6G}pKL0&Tvx|@!@QBWSZ#}IznT}@7Ntal_WDRIrOa=JvIk#?p9NV&8H__7dOX)w4)bX{IceS^amjHrtowPc>AdBd-vb?fXJxd zLBHKb)F#HfzM{-~_=sh=BL?aKQ^@aGWsVA>qb+R1Jw(LDr$YL`f$5uIVrl;B35D*N z``i7%IY5473cAgIon~FSzdMJ`f#8GmdC9-&R#&qV@rWD{5H*n89lEGqEl&Cc+ue{H5J}II==dp4x?R07~>m z`{L~JOY&#uZAiF8l9QpH>LBHMD7Cz4ukptZTE~{H-eEPsIVOMAH**z|h755G^w zcGw3Ftz^@c*C4qTegBLB%6tzNkV#B7z7gJLoGNcS^27Cy%8uZ`YJCp+VojopCk7=E z*6WXof1h)|&ZgaIX9d+q%d9bOiYajstI$VgQjjOq1A6&ao7%soyKAd9WAR=2hi7i` zLK=Wf_n=2_29vwtGwxpl_h)nc8+*VOuabLxlQ6ae4oUm(U9L8Z_w6lxL63wSx?6xh zcXF_poRS@Rz zSqII_fWYX5O8{T0)k%s1FUKm!`A5L!a5J0F+qW(}MPwBD+=I5{zGtr1B3K`D`#!0Y zS6w=Lh$%)F-b;*O%aux9`ArO)5^p>jhAP4*wUqhzP7uYXH9U7gcAXSMqFoh_Oc#PlUdFQ)IROMJN&t7Ru;Hy@B?sjj87IA1@l; zx_g7Fh}xMqo8pHE*?N}})kejz(p(dmku-+@7tXzWDzux;n-Q&+##7M35KlJo=w`y^ zTrV`T*7>fQBH(viDhc|Xb=+$-X1=@MGy@PlAh!P5$eS*8z+~v7_N%WEL{jD!EWiox zyPVYg#Amp%m<9`lK;Y&k!zN_EYcqNzN4)q$?Jnw|z}Ttd#gz%M!;x$zi#Lc>nFFg_ zZ+h_KKD$$LN8ub|K!$9S$!jPJb=@w(GTYaJIX2R+GAlvxM$>Oug|&FE3>}Mjyc=JB z+uzj@5}jkE)t$l2shIhDtgbh`Lt8e!{>8~&aM$UU#sf~$!P`ZoU5HG0KgN(d!9us_ z61sf6u5WdQ{-~zR*TBWf`~LQP4s@~C!Jw{-i+92xTVHRT0tEVTdZnQO-G@ z^WKLXOU-YZ5q(FBRM!< zN{y^jbUT8OspC-lvrn?)7&N|`8-6neAmp@`0`-~%n3h&-9TC@a8YvjvTrd$pnvADP z>HT8e>NXv$^hcZ8B0%o$4-$R)=E9l;-CC8};vuiS7&zdMC}eK=P)PkPWFJq!o_4*$ zfXRklgPoUl+H@_=p`k%~l}Y!+Z1CM{x<)W?E#es+;t*;VTG9k|Mu+LD1e|HDX`-tq zN*Sj9`@RbfMaD$>ew@l0bML0Xs<|kotZZmj)M)grh0e)+#&1nQ z;p(&Cbr1WgH=R@I@La`8HDmqZ021`w%ZJkmfDK`;cpxA^pvav~Or5aYHO%lF#CtvZ z;SKJW+Y|AaNf}d{Z1?e@1eqE;9W)0J5u=#9wu+dQMwbo)C>0g)E+PQD_W%r6BhInz z3BEmFkYv^p@Z*g5%xLkgxMLoqm0g9IoP@?G-YrXqP;d^%r;vO18ZmDs&_Ay+=U<)! zFD+TqpJwC3MskkZVUJB$H73C*qhGqQA6LAAH zRD^WY&%;C&?kUtyxpybUOVs5=1R^BMk!_3ul~X9WI2Is%=q;j1Q+95H9LfBAT1aP_ zPEY%q0;1m07JLG*sntz(Qxs7*gANv!dUsy#n9Se@O<`<)D5;1+NuppZNQlJyY6svmtUlQNy zPt$4FP3-{J?7!#4a5yYgZ1Vt6-W@w4^}ynl z?(1lbN_z}621s9J>(!P3_CKBYF(6@(MCtj^i{L}8zdz<|B2e2MnpCU=zG}QyPU^;1 zfU!hw8<1HZ{j#L2Zu7x6>!E0OA0AUm|H^6{WzNa=#kD&m$lPL?0^5RfvC!$y^38!N zKD2_8WL0+)UqWEGkT6(mLn2$BbBhWL8>~8gt74uh*b=G|BqxWXQiSY@oFk8Gd3a48 zxt(0axiu>ZW=D-wkI_p%LJP&=ASpLiJ@zDsBHXv-dbv?i9>xc)fV|bZIih8ChV@uq zk&UBQ9+DavYXPJ!hR`XUzYq{Y5N(UfXBoh{pC1i?9{qB{o#TR*{={*|-&ZE(x2=t(&O_shB{SvAtb++^*mT<)lD7{hUrz-7 zY^1@hvlk^!8*YQDR!wuJ39Ao4hDQps3<}I+g{NYv(G- z&eaQK?m6Gk=mGw-xzy`0H%gt74z4HsLd1aX3kd5pM=z3I&uYlP=w2XIc?8So8zcm6 zyh=0!1#etPPS_usiBtni^qwDgqt$P5RVtCU=_lw~p;REEV@ZUhSDnFO8?a9c`&zK2 zz-qGhE6grVOx$-zBDhZd9sYg|OkkLal7T@bvE&GqVIHSjZXYS+#g>~ORBG}R$379E zQdz9+0DZ7X#oxm-su)>*16TZH=)_RH8pYg@#qZK|C8^H^g&-M*qF$J0-_PH^l`l<7 zt)y2YQLn~35K+2dKoCwCrWTT-Ix<`{`wZAOMs$p)tiJa}d2J;>N#&`27&xX+9Zt^8 zh~}lG53N@s!&>^(R{N_%QDn0zr=JE=?f8;=s(NMN>%KweGsbp*MOoG4>4B%AGSwlg ze^?dM<$pSlmH2uqjQ!?>RupV|FTJZkA2*=yC9QQa{PQMY&kX2%OCGwnY0_vD#pRmL zzg~8)dG<1=6<%}?l5VEt*q0d-<;2Nv+P_o>9a9m^R^6+4b@$qxfb6q;=S-eoM{!Q4 z@$OqsH%mrR{}we-PDBtxnL}$d^MkHJnO-a8BR!PG##*w99nv#PAYd|;dr?pgrky?J zFm*hHtndKuXR{QQYOYdx$T9`VpX25Q%XwNzI1@;}GBfLF|2nKxM{QW##r=t&)tFsL zk1lvt`^sGsL>HlRICBzt_;HpsG`J>Iazd?NDcalkuyNpNsQE5I%4|z#6Z2#GZxLW_ zGt#Cs8m=dH_zLXBx@B7Gfo8j;2>*Qls}HAMslaD#U|}6EpN%&74d10${b^>-h3Aa5 z+@yP-&YlV)d(7Ft2xmnHdgDYMWj{ESrqt}&5m^FwPF~;KlHizf%2(LW4 zf&QXOBz$2i&}o%ipB4K6M`YtO-ebrc*VDc|o1|FDy9(T69p?Jx%&}8pFs~hbe9QAF zifaV+=4s8gu*fE?JQD9aJ3>;9Xt2~rp63|m2%pmX!6rrx8P+aVduad+`u{v9sdH5$ zrlU^BDTB>cLRUTNrx|Xe_9{ylSn0Ka7mVMZbjD5AC?`Kw`?_kNwo>{>kU!q6jDnX! z^M$LbML#WSpi$SLCBxoQmMN2NG}j^fY;#JZ_Y!XMq$StOtWU#(kVpqGlJDJBxiR6g z?b}*S189{q4b%y6EmqPZ)0GW~#A`MqlAnAf?YdHzWy+2SYUltbpp>9ob?PAnGHd;# z?Wv2BCqKTz>(RU4`T;mby-=w+TjV#$BlP~>S5nS5kh*Dl-!uOM_1aAB{@(f`^io-l z`HM^egPhQ&3^Q}`%lty)J{{%rC!=n8ip-5)-K0y5Ap(|-Y$^QqOe2qJ!^yw@^#7Ia zeLHTYF*xCp?Qi=1R;23uGVA@k@9(T*pO$k6vx#}%3LqFe>|4d5`~MnHpq0WzYLRl4 zl7;X_Y5to0RA??*Xx2C#T8eY}LfH1^CCXo>{1jzLkIc2XINp%U9^eR|A@Nf)z55y& zsQ$8=I%He0J=Le+!NZAkVf3pHfxkX0Movl7+7U2a|N6ss#awBn?f=p)@yLbpO8r8_!CE(#B5!?e?XCcL}mRU4BZR65h5U+DwO-7Q5caNMqwUg+kY~$ko@VuS-w3Q^2lx&-1-hWOsKhp)7ZY>^y=zOa37#HtZ zj(>8T;Zr#DvRjbF>2P6kf||#my}oj#8_UYq06CLY!OzRwS8HJ^-S;2`;>+y|1Z!-~GU85}ai_r@D`5iU-Ai zPQ6!+b^6dxf4jUrdBTm#r21*{MST2CrcP$jT)RT>W#5fzuo6bStm_=hWQ}%jbIb4wL4xGKudnL57cRm-;p@kwC`GYX(MHr927{`nT{XwcI0^dIgyLGlu< zdV&~#c@%k|>@l4PuiDPf^r1)DtQ4a0r_3^|1;k8i9j5WT}2Ad_ZPx$l#u3Qq2dLiHZBs+zQkd(g_<{Em}E1{xGvW9=FBLMtK0 zstA%x!y52MM(j7z|3lSTheh?hYoC;qW&r7sZV-?z1xX1>$q@+$0g>)TQYEF4k_Lf6 zX@>GkHv>p_mo&n=<`?I@=h}bBB?B|8z4qFBJ@<2e?$*AKCKZqYIS4Ptgd4gWdn2uO~Q&P~qBTS=VRbOL9GQmp+4*4jDOdi&IXK!MKAFIha zEeqtqf_6uAGx(G8HoRihG+n(`cuDNI(%ZAMO_c$AOhg){!f00#-=nbLKLdIiFc~=I z!YSr=dVJ~sy$FO4-~2GUl7R$hd>Km2R8)U4^-QkFpbER%PMaxXzVIK`j1%k2!D?2` zwzl!<`V6P-B~J%TOcNBEYAj7n8$(H=5Irq^~AkDHn2+0P9reR}H0n@H%mQd%W5d*D{2d6|y7K)!JKsrjbX9k#jFO&FAFbuPXl6EdHkB8|wqsOl>?VDl6_pf+9n z@uo@dEq(2haGk~WaeRm1#7IRV9n3G|85~@@o(-FQZ@nYd|H0y!_fwS}Y^jMjK;MkxZ-zrV zKYXi3KUk@Ht6q;w?V+uKd)%)z*BxZiPqOPn0V6;7sW%X1N{9KtRq`L_^Ujlg-0YC_b$&&JrDto*9UCgrB>aK_inauK{dJF< zIyP=@q|*jHn4ZoJsuL(r&X^mXwRxS7h9)`lOj$wSl0eU@8uKkR&g#&Ss+&q`aqHiN z1}}wVS$WT=>CuaW!Ts6JBRD;>cNg?MVt7}Jczl0Qf+)z#4vuy{>@vt^s(U$#zj5?s zsCP_`V?rhI(`Zo%xs)*3^L88pWum6@ep+-Y5!RNIh&)PH!rZ5hwxr#u6Hd!rD`qxg zGPBNKW&|{CE}Y+Lh7gUnv&|BY*&bDfDVbfmP!l)?OcPu@`4M73NWbGkbCntVMgaMJ zGuJ%TSpE&Q$}l4_*Gl$#JK2Z*pT#{_CizC_?e3in#!Ep?=3R;$UtTsmIwfe*ZX_Q^ zA9zh(i#nyL>B2I(FK<(Qj=mN~pSvG@tvF~Y_uC9xE*kYM7<1LQMcT@COo>*659?0& z=nfS_U#XXPysLoF;EFu%k#}G$=(f1!%V>G9SQh18{nijbe>w=@(bcylu7<5l6jlyF z<*&mF;)B9e)w9uNG##^_ z<1GsJ*IrhpCt=gaRPbgKlGigw4}&nsVFV)2xchgD1o`&9+Uq&AHeJsh@WX6NtDtxU zA~q(Xd;OI3;X&BX)KhM~S?UF$mJ;`n45OEy!GqJ{Va&VU4^~Wd@wzM8Wy_COXsCy) zwY$wjV%cU)`U{isoukuc&QKvLBceQY7J^D`<18JcJ#C5w1=AE(Tk*}m5kb_8ufogW zGbPqfC4!b#m$ap+Q{A-0$nNQ0b3VFNo#>zb(}w20^KK9-^bhmCIyy3~=V(&u`*OZF z$X3%Qk|6k*sa|IR5gw#cnu7@Q4HV*b)E+#Zps;Mq$iSB>bTm+py@a^CAC(=_3EusC zI8GM6Zt;)MJtT0|<=Oq#hzOm17((d!wZt(xQ&b1JgTa{{kcYrby>|idh0#G}zC`n^So&=SryAQxQe2TfGc4Y@B)g&>s4`K*F4sR;ry?sryQ| z^DmGR`hwl3A1#HMH4PK2^k*{OEaHTjJ+we3^*4|5uBp2B*|lfSsnTSyo&)YbqC%fY z6TY&5q1g;-5Cn~1Dv$uo@3Z11v{ZH>nBg->h0j}8El4qyVSLdo-cl_&b?!CfGq1Syb!10~LWPSG)rZ^%N&v0C2=XkF z?i(Y+9{#$cwBWJoWg_|=b;@%mpV?Ui^_qlOoWKr7V}7ph%vcs=)LCO$6!XFx@Tx3O z1*A2wR$5flj;f&xpqP;I1cvYBuBV5HRG#ev7}XN(cbp!3KFUo*J94jo11V-nfj9$F zRBNrNb1!&(F}PM3$T8uc`A}VAg4I-?EgPG95OSbKD>OoP{2*$_rY{+lNanYhSHO!5 z&d-(Do;8js1)v_eVH)abqu{+`hDyKL*5Q@=G^o#Pd)@@UbOw>|lL%9N+3{ke6d)T=Uq7r*a-0#d&B zo&AB0;dZ!-%wBML<_o&R!xhH6ABY8u+vAi`jYkL@IbMf_KZW8i7La^bpwsf@->gn` zy=={|yvMMPcDCOB;61jgv=h3RAOXKE^&nhc(RO#|koAwl`*s4;71mGW@TjBS)c6tk ziQW(1drnvICq>j0iVx>n+xRg+omyBu9}~7N;3yiEzCtonXk2AOz_7>TiRxdHB>2Pu z+P5#xlIxpnChMPJ*Pc$Z_3k3TduDLACnu43#Ghd8uE&gKSoQ({RX%Bbz|~l`nn*_W zshL;xHinTEO737DGX7+S#`8$zn?S%>O?DV%`nBjz(u)bu0%IZz;%ssU?J&YIyygJy zE;mk-$LUxsBBwVz>KruKI~#mj-zDo8*%iygPpM&fh;_3})yg>lDvVX}OzoXb!2P9U zaXf!-{0KC;t3)EimVmqiIix9Cno-rzLWSL4=$-oXS085I-4r!}8Kw?eeja-IrZi7* zmzL??f_{JefCr5w6i|%dOHjyfeFbw<;I7y?E`^@Okh>Cob1r`mD=*&n9wiRGXhdAg zHXb6y85sqzRs1$6UA0_4c-Vz?zsw0`kpUb@CBZwx+eIC-^|$QgEs?(d)Yq%f2AqWq527Nl#%u#yxYL@+%NZ?o+tmM9>i6vN&E88 z8c)>1*)GDCifHCIYp1@L1V(egcr_fsZ7Q}qQ{^-g2z`R>O4{)kystS*p%?G~yA85| zTrYn^&!-a7AbX~F1IXvhGG0r6*l040ZGYlCnppFfvYhu7Q7!p&yY{=|VaK2s zoV&Uiozo&tUt-4+7N?iwmES$>e*4sO2Auv5nYGohBe^pf6?!-QBuKaqD9)z{c#lLY z{#DKMn7IRUU%E4l29-=NFz;wXK_cz$5_z^1mx#~REw+HC!VAM%kr*3v1o__rF~R+X z+q3!|*JlfM>G%Wh=UBc+?V4XLk38J+)ojP_q3D zlkr0Sk$L+9f8(z1@~cs7$Caeo7)HCcKCoQ81FSEC88$nD=sj7q6I3Qrh>W1$fP_u8 zs{b}LBiyKJawFa{mW{Oo&5n0GnY@2~a9o>iBa_#J(b z6fePWFxTz&rrOu*-ldjC`~5*HBw&+GaSUWpLoU*;LNik;1OD#hp5j`6O&@l@y5^9( ze1;cq0$gE=jAKMO(NDeFlYM1|3Sge^EIfhS(+l{5rL|)i7|l?BOZHbq`1&hESzXKA z;Vr(bT2p@-hb~OuFyj{jOVe^d{oCk1@Y(-q`{F(R(38a;dt#Fg-%vT0*udDH>6 zDK%z-`ho%AwS9IBMYYwk?Bh~{vi0)`E)tB#zf}bld~(Ur3|_i)y#v%L9=X$E?J!aB zv}O4#`voVO!UE`gz+lBkm$_3&wBvDm5{QPIkmEA&XezYoyyd)^a)gCn%e6Ke58*^j zh2V>OUna=R;7(|gD(D;Gd6ne*t9FI4do|w&%vl=Ir^+f-#mRXy)+} z%aPAjA_YyH7flzg4C*3t{D(ZdMbxmSQ8`JWOll;rmVyPt0#RreEQN#%60Gvu9tHyI z#26fO1ksw}1$J%hk-UW4s(1hfE_GJzA7%n!X}d5fr^+Wc`Y%gk3X5js=cv_jd2q)U zzX;wMapG-C`T3ldT9hwt|5Kxdib#-@CK9B(|k0Tfp))l*8KJ1@5Aa zU&;Huao zM~<1!mKu^h+zn_8Wzwr3l}g4$m-Sx90Rz;>^*~IbZ=wyHgwzX(3MSqD7QTi3v6J01 zDzPGUb&h5AOIhy{4YP%$AjHG=_r@7DvjSz=Vp=`hJFSzPyP48nT(JBtzWAynJ!_YU zWjgwap~rIh`pHMTpW73ElwJLrGCA86vu>Uf=8#;1zHSrYw?=~GEkm-`{l8ekocdLf z$9V@A7;-2Dl)EX{nK?!-uqdNINAl9iS9|H_E=d*VOThKynO+fZz0?%ML>KsM#hF(= z#94n|_vo3Iql6vL8~%kt#VTwC5;MtEIZ+V|__FzFiD8&?Di79+w$7sv#U(p~B&rbQ zK=`vIRPtAFh^4B8Vjvc~>^m&nB|B#s)sRh^2O-iEA8>>8Pmg$vLti19Cn4*3KLj7h z7d{}=ihKC=){YEoQER3MB(%L~&(w~jz`|GPCpRTi{Ps2QkMvw?}z|= zNNz^aD3GFhExj|}l~Wut^(Xf-r42LhsF0MzV3}39dg1_GfyYgp1v|c_tl?aruArZ% zSBdrM>=&L?UZHHkpwXK+>{$W-qi8GAEqisd=2-ya=P}XQwz6FtRBZtF=m_l5n6@}Z z-td2-tMT+Gea{;g?l1W&Nt`gT4+iU^)!1qC)3W2Ob}XQl5bXM85u3OAH1H-u znjNuam5ie3y)+D482p$i5}i)hlLl*3|D*fd%G%4M{pk)`m}I>!SHjwO>l+!5FS zr+TNe^SX=pGWHRK`VCA|BpeG_SWo23q4jG&LnCWUyv^59jJJ5rYl})Lts@%sP zC@0@HBy}K-9me5T?5{})+sWt=Y-W+upwpE%-Rh?y-u>~3FjxoWG zR1Dnm6phCa5cQ^2tflO?lvM+bZ!GYy~#}L9;&{XY)E`3*pm9@ zpCeBdDYe$Azn63I4M$P({0g7GBjHT|*!G%YMEs7u9r7T@y)(ER-b(6#1%moqA{W^H zC|&;|_U2@a6a!1_{fXSY$FIt!mgZANZ2RN>!K|f?zz93SuWDpr!1OQJy52Tym3(6x zcL61UlfhBFW8V+%YXM3foDMy<6*40+sC=;$)8*C45$`AqxvwKi3urT5z93MIDXq14>(XWRwHY!>@Bt? zRxf!#_H%sxTT{96O3_v~ot5Dr`(hiDfCRFVZ1VFeoo~ zX6hkwRBVs`qapdPLP^RgAY>i#zpiYF9C-Xo$#h82B*VbYW6ZiMg{HM=QAmsSPOD3& zx9MvcyMo5)N6Tn2d{f<6Y`7s*{zr$q&}}0~4SC%^z&`WDA11zH#c!+Bo3H{~xalE- zRj=jWG&t&SN7+*^RGU)PE`fEOvlYJav3frAni=X|AuaFNfle%qAQtopPO+R}Z+t@` z@clHRwX2F6dzRUk^{vN^l$);`o||T{BmPhqAWeo9iv2^@La&59n|rZ~2&$YlIxwz! zq=ERBPk#z$)x>g$v?LG;id3@XZ`k~r^Xc@grbWr(ykTlUP*XlN;i>Ta{OQ)RhZ(fT zJsT&~o?X!*ww!PsbX!0zuSu=uq&PZVZk#d}e-Ze+ax&G(kZgxA$2y9RUgSMbt{5HPT8LVwPDnuo$@*i?$ z0|Hz3_o*U&R-kN<7b)tozZYt@ z9@BrphMYV#&X~MohyoY$g>bibwpzQGY%R4_?6Y{QA2?q)e!bOOAjwi@vyLqnZDqXt zr9vTt%V_uRabpE>)m~U$1kRvUfd;OhMVo(uXxVB$edtH~cgy$r79)A?M;D7qfm#1`P8SAI{K40VzeNsVt9OmepGAblkhw+USekzKzK zxT3YjA#8U8k9n1`(|LILEiqH{kx#)r)@XVa&La@%ZXp<|LvJ}G+$$iwGE!yg9`?AVtp@th$*-DrA13f!QnwAndr@k`a8>073YZwA)*8onfLM6URwHNXAK(i)n+IHv~qX;)y5jIPzQ)$wq3+ zE!AQzMuwefE?f|q8!>eXVokX)+={2kgi=fw2ESP+yHLVBz^2b0Y!&HV!OpvzKh28j zskqT~9=A1b_cX4$5_-buQcL!LGH}mqdi5k$u3HpAzfP2v7b^0arqOKpX(I_NR|ogg zYM1pFkF2cQx}>0=fson~k!XE)m#T=^*}ei+Uh|xv{`1u}VL1`Vee-Vt4V}Z0p1Im|bn)Bnn7MlriC&T+&$l0y zyNO2q+#Ac$u<~u=s4Fc#Qkphv^uz6bGxI@Kts}uD@^Ll=!__^_^OZt@g~J~XJ_jN# zKad!FW&Dr7zKwBo{y_5p{^$6oPV<(l=a&eItiHkQR#i;dkYzRLjt$c(+gqPm9}8di zrJVAZpZ-1=G}P89($q_Q8n^^|wG$3jssd#l1W>jxyn1rSR{GCoNHM5YXr5rWZfd!@ z70(3%YZ@UMA7&55CojXFeagQ}a)2-}4AUGu91vv+6ADGJD_CK;y_1Qxq$r#qbgboT z<8H?D3d5@ibL@$@DJ7;CAf(!UQ`(0}eP?Ad6i2a_t*Oe{?_MOB+bH;zc3U}9v&u=+ zj-4q?vkDPuYDNCz(Z1rf>fM75PS``UR7=tlmGprxC4$S4tNAIK8)_Y14cCp3jz+vc zxdECaoH2*>%hsF~wv^i#)JpJc9cl$WjZJ5ZG>a`MaufW<>2HEdO^>a6QuL+WUs1`P zca0!VO0?(JAN15_TKUSW^smbe%MUdET$eHMt~ue;STT?ed_3Cj_FrOj~y(A-AUhQ5uqV`i*xdCl-?F(D0LX0qbJKB|1 zVj4_!bWHaqLo2aWY=RcT|J9_R)|L)frmlrt!1I_AC?yI%igMG)ziNVA7gssXG9hP9 z^THgluZEW9;3W7`P`Kc10Rrx3>ogBeYO>7HRYJoxX69qg|KLkxTx_+0v zJdX+b_kkT51h%aMCqD&?;)k(e2Q}E@jBW4->qIl=;?T>gIT(?6J6q76k;eW05D7c? zjXbTNF)=}xooJ@nyfav-E2)|`pYdWw*KPk-FQdJe++-Oo?=`G|L%DuwVM&f@SsBGw zI_E!b-!~oJ)UwcTTq?+sk1;@bir)WC8rfFG7rpM#qQQDK`M9T#nwkJ}eZo8g^ju4n zK-NQzQ(g6~;yyubvQPe@{`H^Zn_$%{wyBBtkj%OM{WAe-L+u%t{uEpDVg>bR=jeoC zYgg}M$A1oJFuADPCh2USokVIqOI~?R`076go0TOu)+}4h>aYJD>3@F}O@?V)WtKRX z%#-q=+jZJFxh90b}**IPJV#IM=9UoS3RT2wW!AIIr0 z>fbku`zV>b_Y}x`kwjDvk&aHqPdK_Z0(}}0lE|i6O+%{;7c55jenN0zOWKgTc8Oy~ z&j4vKDk>rh#o@}Mf{OD}y3aXQgNJU2Q^56X=?zzke=ScU=A45RR*PDqh44KH=e?YO zVZ6BCFS(&KS5Yt*U{Z&;ci2<|_zc7~_n_F<=BG!U7q>Pas*U&Id5tMYsGJlT%-p$s zBD`Vn^Y^{YYA>$(3X+Q5HGIXTK&fq!acE$v*4}0bz9Hk^O_d#1B0}(;Q>EUq!B_kd zaW)k#`MeeX)M5{|rFn4FK=%}BK>gIzJ|@3GG4+l3PlzjQbG!7?;T*ZA>;E#Tn5XF{ z#8+c+Td$&Kg1R=rRPoH+)cD7C8c)e-`F_Ko(9Y+RUg}h~d%M&K2VRt@l=VvIB)NW$ z-*Bc_WXaonvwXdTPdQ;nFtL)2O7tB@+~ODRs!~|#+01F|8galy$7iXet(!|SSaD!x z0qy?h!ryCL$TUc~^je}`NqaW-tb=F2_a#cun0M)+UmA3}a)h-{R&WshwVYZ>CNYkT z%G}gp@ZQXQap&A4;RoCe;z=kX{AG--G^=mkTcz$}luPI1yy#HPjFbVIgi_!ffJ2q? z?uCXPPgMH5aiXjaFiP1;bwi5*mBt#?u-Y=&pi3H4@|{CfsJ)SQzo)n$x) z{T4A9ao2=#fT}$u^%z!diS{rd^SS_;WGu+vh<OX32Q^?@G=JR>l<5;|1U}n%c9hw4N`7}v2raK7nP*TfZMksAel69y$0EP;zj{_$0 z^O!Qyw@%=+l37b~+3l1*tM}1$)NRSW{=I==-UERpwPrr1J3bHQTiA6tB+0@ywc?he z61himuNm=1sD7=~;;%z$x|8=Ftyt#B>2^yc%IHDWEn3AwHR z4Mw}ef&J;a$(wS@dmX+Gu;LC5psGCIKZd{xxI%So+Qk^?YXShEY9@D~8v+|(C{ZSf z&eg06t@OM1=TMty5 zb{s}R)85gx%Zpq3y%WIG)J42%5Y@KpMiPnPRDb7R0Q*cjTy5{kB@D-OGg>4{CdwU0OqSfVu#7F`!d{#fHl-w#PVcbsh zF&$8^=T)Z7$kgs8{v@fd-}jhmDkq2SvBU@#eo@kFlLm=e8H2(9DCjl)#D(+z5VUQB z&%E`8aeo!%NI3>E5V#98hIXg9jrmT&`qJm+eJ{HkD&OEco^9PUb~9hwe6ks0Gp zyz+mOd!gIM$5v)*1XCyxGpEiD7Unb2wL#S?0yi+S3j25l0CRZueo_&Kl)am?@h*Pr zS3ck_0P6Mwl&+KsYnLDr@rN%$r&wuUw}Kd~2uh+-x@9P>y?Ljs z$xb5`?3s!&Hx*w$$VL<8ks-7P{zpQ1l0?qZpOBMbU>|$L!>@tKLEhL>?|a#2Va_rR zeNzK$t;t9x{B11LT`6(E%_@=om*yz-Q{fpRfs)}&ny0*0cUV-{Lo_bY3s4a5&Ca1@ z;dXdWQ;CwyH;#pVJ(1PFKrqegO>jI#X{l@5rIidBSKoF(z}n-!GnxqT0*)56S-EXi zx?UrO-0_MRL|!L*zziw?+>t%Q9yf(|f&?FyfaXX*z#8%gCs?2w@N8zODG^uk+b4?6f=1n z=2GsVo?S9k=!T+HXnce1!ZE7T20sN+oHbvcTS1ukK-+sX;dOz9Q}b!bCYNuRvfov8 zuP=rGP!<)3kNy)&UKYpH0;^`>{Vb=b zn{f8#Df^jHFyB_Hgek20i6z=QT$Y>F1nr8?)fh^{OgDgbD$P@Wkr;pm>ra`~u9Ma+LO`gpWhh47@l zx2UW0QJo%dJb1Y|Gs0Av=*0t8yU}=*%{j+4%`~(IjVf~9)0cIVjChF)HG`r})_H4j zA0U=>F-muDhwT^uR6yaP0EXqbNqF+%QlNpL=ImqChO8U&olv(oSZ5rg7UF?L^PQ$? ze+boWPRgGSAW<8z?DG8P!BS3$+{ulDps*nOPvWna2f@bMANYLq-DCl&(e_DhIqr{O zFmddavSqszrcT(0$cu@++ITL;q=TO_xO9@{YI1&m|F!S=Os@Nsj9xE?j9bV(!Kcr? zk7mdIGze2XmClTN4>Z|+wG?jF(=C-GnGYM_4#5Ypr7Kzea{KR+1Q^p;4vSB`rVnn z(=xKbdlRH@qM9b=oe?Z`?10&?{;J^=s8H@t^+OeB5J&p*4nG|oRk!pYFUDCRur5QC z1(oJ>9TfLQKN?8C!QD$uswPn7%g!JD?LfNqeaAORv3#H#PHgdPuV*moe&k1NQ>8Sl zS)^CYp3psk03;^5eCB|S36@=dar&Fwa2=p05Ev<}JyO|!XuY{jg zX70n|>P4v@YHw`y|D1~czHix7ut!vQl_FybN~QjmhGf)=Qi_PQ0Ht1z^k)QczY8@7 zxk=H0K?P97rx3$~-x|@{+tx|GenWfTVl11AEY15_u;W}YE^^Xt*;B#5%gP||Fw#Kj zfif1hJdeMDuU{JhoO_HQ%*`wETaMXL8wA&@6Qgq3r~LcqKgso4n-2%U!x!Cgs9-Og zHz~EAG}GvL*HW0+I3D3RN1Qg2%_@>hQ6q4>TiER_*`ejQ$@4%0h?KjC**g*NPz(J{ zyjNQ2UKB<ONz?*Yk#pFOp8PSf=)8L~=KWKT<8XJ8s~nkPflZb?N?br4q~Nzsz2l z03H(ip7efo&amRjwdPDGBr$Wh^5Nis9}> zyWnO@x6hWPlGZh|IAB9B0`YPw{RD5=K9-MGk=_+tn;@+Iz9X*GoHC6~!7vl~QB-I? zYpjSei&OhGO>w7m*ybWq(HIx*Mv!RqluTZi=J<^k}wTNE_!jZK1+ zt90$4(Jto3FS^9%HctdZ^iK-u1R@b!xe9sTbz(`2~V6Izn3&!4+h87 z{m~-1as6Ucb5;Aetm>O5e;dGQh4 zWsl-`w&M#oeDUDLevb+*(1WWSHZsoIm9@}K2rupgck z6$7~|OK(TfZ$o(UdUTz=>Ee*T-JodWC8!oL8*}rq>CnnB1WQ@mHF!|aOVEl8QrB1d z%ZSK{oaLcKM%5)Dx68{a=CuTWF9P^Da~&z(F$uF_cH}!YBAY7uqL97E7IA{`eHrHroTX8uHv+dN z2HlG4D^ues>Oyd!@4=zo&nlqlQ1mhT6ma(T3OBQP?yTyz>N=4WY+z3-K1r6vsI2DWzU+OQ z2|Y$zkG%SF@&x;sVS^Sd|83O~&Y40bPA_+JngqkhHYZtI6iVMC2v?#m@#l`CH6J&3 z4?-pSKI1?Kl)yCq*M+a1?&p&>-)u?Cga5oRke2Q}R&nje_l|!gusuqYvWq-?LvXr2 z{`(~97t()EdeQ9s`rZ`p>Z9aS&7RcDF`V#WqBX;F4ZdvY{MBQXtBEx;D)tDy5kg4E z4LX9{-^Ehv|YWy#4Wp^jEWP3Pnc+OGsM07_T}AK8SE&)Lyir{IQ zf1Lc8dc<|lQS-CGC*ftjW=Hrmdt$7ZJT$xMUwi*d6R}gxF9e-VA&Fkmdc{|RjF9-i zetTx$ggMFRM*~#rEF9nD?{0jp_P6`ru9t1H5alwwKjXU;VaMXVEudVdC18TgA$Lw@ zrM?S=KZ(z=VR&Eo$iAs6Gx*=vqMlui)0;W4!xp+;y0Jxz6_3W;{A9saIEvs$U5^b{ z^Aiz)}8Q(F?fF<-O zLhu75SfN717*8cc#TVUloDi*G1yAoV;)dt#742eAsscf}P=yXoONidt2vl;u0 zWzw^`>8K~124+@dotWP$sX8r1aa$xF<06SDFj+0O<)sAmhS_wy1l8fr=wAFgrZ@S# zwX1f|Wlq=_I`6j&-2-ZpHO@@%^IoBsxC7sX;#TyiaGQJAVG5~eYgYVdHA{30K+1z# zZ+8~N3L0nFcD_%-!O{o}SEW)uq(`SlPieAR#2qUe#inynmKMc>qCK$kN-go1=9-nF z(1jqpdyQV}gjp6}%D4QfG}sZm=d6@Y8c6cib7QOSz2jc~t@VS|c*`f$hUE^lI(ybS zf{cD$H!z3uVV6-4{@SJ9fE^L1TR zzGSG-0dmcR|$l{k_k`-A*b6_;%I7rmUjk*3l|P0Sm#N zTdMujZ)Uhi`^!Oto6gF8t3iRuVWW2@#87G#dkT@5XAnBhCs<1M5u@TV*U3XP2N#{+ z=%uH(G>#$`h3N-;HpTpsdJWmYPOPU;ES~fhOIV0a<9_O%npNme!6nN<$9rz>i=I{q zwSrbfRqcWj+GAIg?1_}@kr4LON9$0+k}685m2!okrXl4}91hQ~4y;gwXx$5mqkpDE zYr}-%5w(vd>T?BF?HPWC(ckGKdmF3p%&9|oVK!8^F^A#K(5$d&BX%k!*}`JHJ(2F| zv@G{8W^b)Jza!GWJfMJ=kET@|sEnmT*a<1&zc@9Rh@m~A>0#3lDt5O1U*Rs6uPMX$ zWbw(DU;CQElnhea8@Qce!IWDW5J)T%?{(! z$9TZmNA!;X2mtP`RZ+MviY{prJ%$KH8oNHM`}lM5XDRCOb30WrJ>A)I-7$=d3SrwV z>N=E28iw~GXkWY_9gA-lVWwx6hH$hk4D=Vi1!=HraT7%?afg)TqL_@a_O0>a#pjot zjIt3LN_R2s9qTjkAuf-@-)Eep@)Oz-Q1s-mx6M=Vy$p{DDu@Y^rdluZD8d^uhtB3t zXE2s+=mKGa<6fZ_RLT?kBe?;!{F?}aNw^QbD_RNSGfha4xA{2g-KvTI)O#HWY*A;M_ZYxfzsC`c;EGYj3g*af695napPj z(FlAhZ#BpQwRAwa$BMVMj~+N^Ifcz(=%?mAvr;L1K?9|Q#j%EET0T!5Go;J{5=$~S z_+6>lS(*2wp?Plxlfp6`$P=+FC+ULmrHCr4cE$)?*)kbl{p*i@49seczoeYK3>TV$ z2vXxR8Axj3eT}j|Z(@Sh!cYT+bD~Z&1OTtvd}J;+T~-oGD9ueA{Mc-49vv&N82ui7IZ4GgkMrPWR9$%U=Kg{MUb85vamMI-8IC|GgIVjXaDX zWths7M?`+is3Q6 zD1Mh+vUbJBI7+roz!2ZW$_d%YlK@fb{iH!0i~)n!p@y zr@HJ>@$P>{ZSp^_yot=G>pw+udw$A2pdYlC`)vhTn;A$AQ?sbBuCkz=YD zlDqRgtB&{UPa#(e?EXA3BUen+usS?OQh9QD-ejNf)|Ux3pioDQ5I*I}6AvWr4M zz4O+vp5sR$9e05mnl~hc*L1NQJq_%D2i4W7{vc3gdL>>iYXE%WX?;D-2?2oy`M=Tt zCPi~;IR^1ee3l@&_;{Pn7l?V=u);5|xuZ+|n5Y6U^JTVGIL&vIfv#X^+-gprG4e;O zH`jn=Ln@f_|DK2D@`0|fo~Roz@Izpp&HesV|C_YuH(%aH-1s_5n79RhaVaq&fTg(u zE?L4x9PirO5dHl~{e9e5{s2BmweZY+> z-R}&%Nyxr=)dE5l)=>!{J?5UD_MQAs(r>x)L1r<`Pcy|DPoxCxWz1QG&hGcXXe$tI>O=YD4VsNB0=R&_i55&0Id@BGOY-EXgpP(aoV6f*P{ zT#Suu@Y@t%c*?w~>LBXNbo<>y`~inbP-ZJX;hpWL)2R;$3sMJ7uKu@|8ykRzSkg*l zFvxAJOb8+IWyk9s1Dnc3snVast!)?to-nVRXY_(g7vn{;NsY0t{+}0lH-56?k-Sz{ zi`KxBQ-+OD^*)^&5bB|ml^Y)c+_!ZOlgz5{PVo_(&y04>SWi^%*#Eoa=Wvixi*!Qz z7(x;BniEAVuTFmh=+angROYJyA=xis7c0P@cV-{j=?>Q96NoBqdFS5kfl{|y^S)2WeX+wMC||w73wEZ& z6yi{W;8QYS!w0P+FU*KA_a4D@IV!9=H-rIjd_Fl~ku|5Ax z8TKW|PI&3JA^vyGmvVo%w4?1xs@|3mD~}sAQ+!dA`=49ia0qS;p7oCJE14t9OW8ye z;26cIBT%O`(2DFrffMijKla`#EXwfh7gaz)8U#VQQ5uvOx*JqlkQhp&rKObaPAQQR z85)KZ1cpYsL%O>g_A}qNzW=_~I@|krop``p1F!E>_jCX16iwL3G?S&2=*11=O${C39e+-aXsH09$#5o5{i& zD73!`H;>WJN`!Fa#x({ZT)~n!p8)w(iLF z>9v0F``Z4r<(;yiSjF%)#r?I@pNAMv&J!o3~+7tPbl#|pk-o;G%+-@74n3z^61 z|9L=a8DkX!eL_Kgia?)AlZ+3<_(_$#CjNwGR^Z&=vco4SAG4ryJF{Ihd@XC!oi6;Z z#~u-PjdlrN(XK7?=zCm(^VGmWvKilwA`Vg^O9pGO@gpj~nOzr4b_zoqX1wDM*#)j% zhPl3A7r(69%>oOpxVDrScPnHU*#B;}%_v4jM$hlLSBTx!EP5j!c$mvGOon8<{7Pcl z<+Syd@jnxTtQ)x!*eX!ETR)OKzDu?_kvhm=qHKzSJnId58d}|{wE1qsbf%kR5rn~2 zzL|K3Ekq)Dm#q7diG4fX$hw^5xfWRu%Qi>nTd?|eU(IcwyqAS10qZZZ=uFpXtH4u! zcKfU^z`d40|Hh(R(|-UUr8K!Qp5X%L4#I;L+?z_NY<~P(hd9mBCh=*)`?Z4Jbd9C= z+aVmCZG_EpJK8}m5n?fR`lmm5bNByK3!TuTnEFjFEkA#X+W*P?QoCWO+*neM))><= zAxvUA&utI*_Q;Etn}nGbGNzkilVgQ)SoVL)7$Jgf=yL6TpCGTU;I8msuVQz4jOuu} z81Wv9BCob%=uJA#7i9d?-343VqQ3C?9QK2--WadUJQbyZOo`WM?3a?%?xZwEZ0S7K z-i~!O{gCaG-Wu=xopVrEEoWf~MAr%AUT)|9)dNh1ruBL+o4SIW+Mkt!6UmkCSiVT2 z-O%XRLzjNNT9G!PTFQqki#P_b8`Y>+MIcNirtlgFc8h-EFLAX&26n}rgkLNkj zzWP(C_@Awd`z-+(NYdyb5c-mE@HNJeB8^zm1JD_ zj13l5yF{)qw%4$~7s`>;gRGR@4aepBjS@q4j@Y@RzHDe+l5UfGgYD{{Se6P(8MPAa zYf97B(Bi}s<_!oCKZ*)k76=&4gk%f0**k|H7_0rJPp`z`kxxeIfW@K{OsI13 zWyW(2&B&SUkA(K(V^7rob7}cZ`ISf7rVzsrM$6l~5Sd6kOz`dqbKB5+o1>0Eri&!N z-^rN9=fcF!vjzII#-EVJL`dtaKze!Oz$vKXpGHHWir><$D^nYmA@~b%F#ZX?N^{3R5P4}8K&Y<(%yJ*q~L_#ERI6>NR<2|cr* z3AjVs0Rqq|Y2Sf=kh`=4QwH*^Lrmlv4%+reXMzYRA9Dt8mj5~ZjS;lmctS4zQz?XQ zFW;_VTCB0Vr7~otR%VVR&FL+8xwk@&-cazbR(k!O#h+&_p4>@Bj&aF~#KP2fK zTl=$tO!W1v>dDtK)$PEW?>ct8KNyGI{xj5aI4Gu3lTj((6vBsg+?SKD08(QG!yJO!JFO~lH5B~2T_@Cav z|9wTs{>gt&umA6}2-F8NfF60C2f&}zgehbo#VsgpH{9+=vhJMuyBXu3OaOb?-JP6h zu@`siogf@j)^`^m3SEGKRc@2zeYWZ3TXm0W2Q=+E$TH4M90)SxJRO7cyg<+@S0&iT zULYeaD!_FLs(Tbeq>7386%=Cp!hj`H3H1NMX(0X1#Y4sSoQT;!HW`!<9Dofv!+Z4u z971f!n2eiAfwwPiK`Uke5Q46Dkew5FJE?v|f=$i00c3*IHL~A=46{VG6h=PIijwPz z^{gUuGQ@zf{W{*w5+6t)T1RGA?mZC|2W|mJ$SZlfXsasU-o9^m>Sl27%)r0{bOFwAuh~5K(pw-eyCMY&_f;TYnI5t;D zXg?eNcMfiS@!*Tyfojaq8ESY2^b;H5C9I!PtRBrC3bs69f8~~&0qJjmg|5Lh1yez^xkB)FgJG(g21`K8&pwo>{bDLhSfyRwM zQn=B(vll9~+Q1RQW|Pm~rThg~`6d`utEPKo*DYLLZ}kRT<-_jfTk)s)ZZ~w9;G=}6 z9hR`J6gs#jE3T%@BA5yL8lCn{mlk&*#b9{e%}2(2ZY6503n~Dg!t~D zfa}^22Yh7yW_p9F^_{-S1#_t#gV7yGmeE`TjsC}Y_#y`q{c&2U1WzFh9-uvWB%Cpz zm)P!C@iquF!FoFNNJ^L3t}QO3y?);u^?DFP!}kcNCj#xvxywS@qZ&=$Jh0!QeqR~~ zWZ>Lx6ndX(vhzMrn45r5VevI2i}jWR5VIg(`+Drt@79qmzij)nx_pRj)}jC>9-=V1 z`uq3!`hJ0XW%Rd(TP+>E_Te0mU)QRqiToEA%h7C}?E({r>+#=pPW-iYWfy-nrET%s zy*Y`;ba4X3;#vl?pQ^Lr<&V;A%9FrRlhlBenCL_u!>MQ%WJ*hC$`y6Q73MMVn(TSn zc(k*WohveGA)7&)i^M+O5vHNPz zl4(HJhD)vNTpGAOdRd|>=C#EQP9e>$I6`)jp%imR^I-avxJluYOoC(>bN<9o%F1$B z-w|qR>;Aea&9yFJ(qA$HDB34~VFXA&*lc@^+!-3loI`ySvLR_j%dY#NHkMG#du2a&jf*?TOeo#5Y3M|rUoVmsn~a47`L433fUM9A%DpCWAL zcK^6@?K!#%qEm1TqVhj7 z^toJp^qIi4#&gvE-zOHM3z5msOd_XtkCbUZen@rcs?lYSPU9&}oD9aO%!iYOyVL=% zj!qsBaI*?l#D{E}MG0>ZlCzG~1>AIWAx-aucG2eYQLSG1f0Y%Ol!O7NoPCeJQRY8U zxX#*SDTj&jG*9(yc%_0xWuam9V`lUm{1wyrAP_8Q zVDB&q*wJBH0>g6hQf&&v89HKx6x`X--+l89H=gdgYX*iY6mt&>)GK;j`O=m(_rFD zpttgbpw_5$Sh`gtL?CP{~c*n^yk z4QV@83=^bFU;5NPa0Oh)VmGmp$nC}n>q)jo>){4tw1)KU>hE~9nx&Q<%3V8j@Zp5$ zndo63h(NDj!C)Nzfk%cQv@j(wZslygIr6r!)IubEEw&Pgi7L$h_KS6-s{fw66|3dz zO5w6bDxDY79*}1ArTd`q&n%`{JlzoN+yu!GOB;EWV40?kh*?7ZCa+P9#h-4M`JfE3 z^FBfZSSD&|cc<=zpdCaU1gC2h0Guf?I$nJG;*r%hW8aVG0;l%?km$iEkcJv-*Kw2w z$~aIpJ9LABWP6*8{o9Tg6+1h$oZ;TOxLR8bKpCrhlOp!yQtGdazvP$!t@Zh;tNhu< z+a|!rzOsJDY3^U(8stxy@dB0L;z-=KQmO1DWcDA>uXr;@@j%{_h);lcEB7q?BVcY; zbAlBn&OGs|`(sh##uMAnS}WmfiGQ0Iw8L5`-TntWcSi9#^Gc}W}E zduR*`yT91|vE=kme45xxjpSszt>DJTMwsD$#k={*J0aEWs{B*Aruw#VQO1K}ezXQ)IXeLj1UpFYAO~prq*jg4_{PLhN;aoPR_4LU%|nAp4O)p5GJ&%Yy_O3oK7s| za2MP^zdFqJ!O6Z8pZv==h3rcW$OCS#Xm=4)sbJI%ch2z1RjVJewZ*h(wbzlStyMY) zDw4DAjtvoFb7#q-4>A%r32E-TxfPG&kvZtW9LMFhMPgDSMMuM`w_OedQGDggx&?4u z7aCDph~ZLwAYBMn1v5dboNWzpxt2Tg^eE45!z-1tUyK=0gTw{if^7mvMV0Hwq2-jj z#KzY~WFlQTA;m{zy*z{FOXa3xpuAl!9Wu1J56cd6-hDM(!zR}wKQj+zK`M`xE0gSy zfbyYj=!@Xm@;GB2f7)`KhmLQ)y~GTt((|hzHCUBJ@Xv~LL?|3C7=B&IX?w-~@FlNz z85$dV5*}6wra`cc{*iih+oZi!f&EU6yCNWYbQ&8*t|lkgLk{*x!=j|gBtADD?dcbP}c zpm3kfyu;LkcRa&+PMEC`_*zd_UoU^TZ=AP~9`5|(1!@weOz#MQ%IaAX33?Aqi-WY3 zo{qfE8+;3^;B`>t`~0l9+KaW3-8v!k?;8+>y~|8ZsBa+DlN&Ypk(`wguKT^K$fdf> zkuTe1f{RpgjQBEU)P;IH?ke2qrZwKtMFk<7X=bbKr8VyyAc7i;ofk3rG03*K?M&!0 zzWgw!uqyPCRflmWBYuYIBRU)GE1F~~HWeQQeI0 ztGgdi@fi{|g-!DEkNEV26rZgp6mRicf%24cr1>qijL4VYwAxUipsg3_5@lPc{H}qh z4EPfl5;v(;!5tK7$^5?Ol;!O@3fh7XOoARr*gi%LN9Sh$6!WkvKS1p*2|bNi5>GE< z(Bu{qq4_u*$j1{oBmB*uB<74DB$BvV`N#rMgmerlB$5ed?3T!tpxBBQ+?~}+0E6qF z;{H;dQSpiiuHqUH=o(z9Xbu2NjuJld%DdlmnOFCdrqQPZFPY#MKJok+E~yK!0dIay zm$;VJA0^AxliBjEZ{mB@JechuRIb7ouu7G~z};9RAj`RtpMb`HmT>|t1)SZ1HP)>lmM!TqmN7e)oH|p zWhu#Z_mhp&^R`4R6kN>>L%R?u+6i?2EqYZK>RuvSB5c?dlt!{W>xBw9?tf5x@D9-X z)uWt-;CH1gqA%(39J@_%uENOedt_b94(Hhwkc&3G(lMDOEjN!?N}!*{SZ1~pJE60Y zD}}(H?9qlp2Fm4GDYp{_;7y)MlW?s+zuX;s(9OiyEtgoJvZN$?Gw&z)ahgp-IKe{nxsUU0Fg4-2SWY`lE<_;{At@$vGWT+KG-S9A?>j&ECy zy9KF&fqq#WVvBJvRAg*=+4VlVem~82KY5RwhQ;j#-TyNYK5~ zBa$vQqUkDNxu)FGH8%5kFN=jKgD?%m+Iie9xXt^B^f}swx@R)(P||YTUp~;Rqa)D1 zt7pw8;Sb#K(4x=xq>>I)4|AznJFtJ2H^-X)KJo0Cl|)r&+FV+OOoJKLK&%%1U-sKi z>=??Z6+Y!&s)Fd#F=ky?U+I<2x+@S#p5=#KTcjO1&IkCUNsH)DE~SIT#39<Ip zCsH)^Omgt3Fl2tmbB!3ANcup_+B)B_N|rj}N`A<44p4y%Y4MA{NN1wh;GU4y!P8sZ zP0bNo!t-@bC*hhct(*{?Hge{y7IsD^Dcn^C5o0143t8rcOF=N=&W7`lR|$j zP-2Z+opgmAe{9hA%^?`F_?Id=^9Y{)SeB`^=dfClogBK=#y{b|Z(iP6bZ51+`sG5)Ob><~#S@5?Uv}=4)rB27 zkuv*H_v(Zn?D%yQq+Trx!RpdyA13YSK6O2-6`*+&EDp*0+WoMpnt)+i)@EiSCZbu@ z_v>D)+fog0%IYHx?jonq3Xk&UYMjvU_}zVHG{VCQ9%X3v7iPbDoinPU8G1Ar<52X7 z{nCCE-VmvoCT%fU#(Dr{&kuYG{XFZ%{E8PURYh5X9|qWGKK1Et37?;L!P zok#Vy%SB9gmx+vFblzA&3OdcT_+Qh2$qolKVt!@jS$F*+*)#h^VHjL8LTEnoFu6P` z6ov-v6=ZW0bq-Ucn`p7*Hdi6mx4?bC;YWm`%F=tJoA^5Q9kr|#Z6P9*WCCwo7j5b% zV@t4d1ExomWIB^16`g-+*j%ytv%am(GP*pG9Q@p|IHf$3X7ZPG(9c2k{Kdvhc#qo6 z94udd(Ipl)OJ)fBfQgA4*smtzf6-OSh{%-qS_$zO@;(YkjDD!x zt6ty9EHV3_?B!&mBUO>G$MCSgfH7U5LcD#uq-YG63pD{p>l=*RzcRrmfsfoJYzoz% z35%5&OK0$gOgRJ;6T#xA^^^@Sild$sK}cm9Of$`Ce>>t7y}XiRF;$e+dS^hx&K@F+ zF5K$WNF;xtC;BH3h3z{Dtn{&T+7Itx$;SfBKXBL~EZQzgvu9O=6qXlhXGH?@+2Q>7 zs?Lyz(vf@JwqIT6#)&#biZL1ae$|PgH3t~_SHk@3Z}6W@*5TQ~mOEk~Roj-2cqf)?KpqG8#=wqN$or-Q zLt@b>fyu#umN%~)wKW<&-jxsR9>zT7i242tBQ%?2ib3RxQ(80rtcXYOzs}4Ex|8sg zNc?4bZ4K>@V2~y^H_?eB z=b*W|SR7XV|M}2qM4OcbWB9#zfV3SKFR7g|Y9N688Hs5gUgNr={VxvgiN}1 z|01}&YMBUU7E8V+_^8wWDMWb*P15eDM?eWFd|=DMldG1G9_l262#Vj6sS#tIFGDaN z+MzPYLbv>JRoJs@s-N+^<$h*;88NiHxMk#cY@!02RvGw+wTG)Zw}@UDMO;p$;;b>t zK>8JcCY=IMFPmU%@*i(V*fBZt!haPak2P6fAJJ|+s*LTY))JaM<;Np;NL7ggIOYxh z!^N*i+;V)U$GveYSm@ zPotfvdS)G^ZcEOm1BbL}eh2L7ome={_NwAD{e=lAz7`(O?OBxTp@(bLs!%gE?Bj9vAp|+QqkL{$L6?{3q5q z5%8UF)l+wC^>jEe#GF7EUOfo13$|Y~G|H%>YL2AOw6pYGGt48W(0VK`f%f^)Ju;MJdD$>%!Nmj^2K}9#!Ou}% z$GaT>Qt-^a-{jm*_Fp1=#6-DIFi$>&C@~KCq;$S32pmDKq6&lzM;`XXspt zk!4|enSdQhzijJRB`fy%SS<%5n47@95J;qU5D#O>95dl7UPevS#+I}jdin^`?EaV(@3{dU` zBk~j!&!3?va@Cg-8V>YYgU;GFB7MW(5I_UJ&T()bGvj(}kMqNz(HZRsS8r*o1xZ7F z^ABj1#+&6cc_{(%c?m)tw)TJD-(A;L4z5z}OH=+ABOF#E@O?pE#xRW}6+C#kkU2&%41q{7#Gl2@naIbPaQ=-9PS8{`Z+g ziK^V3V0jf|uTS@$EV%p}_!~Dh*BxW@BRlM6Aq-ph^`CH9?rQ0}p!dN4gTJH7uCZak z54%x}2|7d8|D^08ifP(Pg}_uGzd z9Fz5$f!1`AeP6t~m`6VmF->NTlps5Mf1z0Ewv2n!!y*;r(!L3NYIsnyk$?pLZvead zG%2s*Afx1K3t(Su_iC9F+Js3LRPA^}cfe&1ZBe4 zTu9_FY7D@i|BjONplu(&zP|sZpUg1OHv8|3!Y_8PG7yLuN}myIfT6&&;LBGeH)M}A#e!VI8l>CXCP~cYx=zcEaZ4G znC9&C%>@6Q2-}4iR1e{_O{_)~px!r;n@g zpmlavmt!~spo>aa3WOd9sD8geDu{<~L!$P(ZhP&v(w-&@e$rst&|zPz0KnQK`^z^V z($w^`fhpOb0^j4y$}jQ`S^d6G8+DIcanCVEd7ii1U8Mk8(nsh2<(|6Z--0jX`!A##&Gf1{gWy! zr$LB~e(wGS(Bq_+mbE^<6Wsz^xo_47(-WKTrz0$jLHEw|aQ%MPc}TQF-B4EbUe*T>WNeFl9w5UZuO4=$oZv$Wp4Ok8{6%7~QIFEZv<;+|ucxg` zGmxn}C#MhBW4QZsjD96^i`yEH7iMjbswGZjUr_TQlE~48g@7s3_zm!WIhw4WX!Up` zMZRNP1t31pN0O&WdQXq7cocmkW7fH@F}HU&DpLhh4~ASj@B0w|Gge&$3St$f`k zc#;?DhcxIB6AA0OfBTNt1sIE6c_KMHZ|rpNTRQ{34q+BhZDEPXY!`YguW&yg8OqJ1;r_lq*YGPf%T}awWLTF0 zJ!$P2<&6gbm~T%(i%!&XSd#iOW}YcYmww(n`TgUiHW%*rmmE(QQwex5zcQJre(D!m ze`59SmaY+#WSoHwr*GvE)GF{H-YtqcrXW>3GXq;`V+HQJ%LX+rcT5$!56($Mm>gGF zboTVle->C_QwC_UkFX&+OH0&@__r2+f+%?vmm%?r)>h$#>m2aOA1PggPl?IP2saT> zoVvgSI}q^cbF>yEe?+X)s==aFL}4-|YeO#6#YdbINc!$4tAPJw!~+us(o0%gG3}?& z6IkRGR`1Ztyiv9E5f{sDq1qAk zk!En!qW8NKKSU5edZOCl_$dE&NWcUULqdw0c$3=FvJ^oVX&vFD{gc?FLq-W~d@i?? zRLX|&qV#^L_SuySHZi*=K*Ltv4BSNM zV;<$%Ca03?*4h=r%LPaCN-vOs+&(R3lX3h3?_CfsN3#RbL-H*;wqSlTrd;ufL8$%?>_B(|1e{0Bf5P2tBO3Gpe}t79Vpp2#W!0& z(@J8Pt^R5KC!<-a!d<=6=d{r<-1*k_k@rgGSRk3Gb&-!v=C_-@pvkub#LX91XVtjJ;AOydIX_e(qnZ-gsNKT_;Ar12QaF=|i4t{=G+c-fV; zpv&HAt!H#N8c>w=PnWC2c72zYiu4K<;>gN!LqZg}ge+?oH-8|~v8FqpNt)OpNALpg`2=n|bN9DC*L z1q0sOqWcs1g1SH6-sqY!!Qbe$uQyqw>VAV6|E1+bzhd??B1S+zCh8KW+WUwu{`$clX0`$idn#STGhYQ8 zS#6H;v6Zlv#}nAz8!-v{4rO@9CikVo*f4xVCoKwH;%b8Ai&1?Fql>ie#3K^UebegI ze@K^nvFJrEX3AHG8~K@v>Q?$cq@fVgSo4o2KkbtUJxXjGcH@WcZyBJTfbw=;himam zKj~lbYm4Es`a#Wskb>f?a*vNk4HQrc>htzb#efm+tN%H&_o1VIskRmC1lW_t3*5B= z%G4}FXqmI-P8?y7*n5XKJjEr5w_oC~PXuxxD*ldN?Ybe&we#3t(WaL_y4xHzSva@& zZ0;`^7xpJzofYh-d|N|mTi>FVD`qR}$$F3+k7Xu1;ig^(LL&VR(bglva$9V^w3-T^ zsB6`k!bs~fpJ<@bu%@mYRcrl37)JQ6`eYVQcxPc>8gHdiZ(>UFODKLbr6N_i7Fo!H zp3Q%I%gM`mWzI@*FHqWUUqG=5898B(%Kh@9f+DMRP{lI>7)dcipZd%@wBd?HukbN) z1+>3q6j|}tlDF|duV~{-pCVU!UnldU{7;gi7Q@p^D=8cEx&M-{v0t0hz|OjWdMAsR z^QP<@Em%_uNg;x|3rSAkmbA%pAK9x$R&)2%q>up~16e{(eofX`i-9FoUudcPc4zC+ zVRzhD>(}H#^%fXdnQX+HZc~MrDkrQMY{ITYT6x%E&1wUfBe_0LbkgQ+31)zfq}>#S zvm&W;!{xn4nc2uZk-#mfcNxF+^!hJMlZ^fYFBP$d&1F&`m&tO|?uB)6JZEgwT3wiW z0o4y`R_(pp%bz>Ec}=Wee76HEeZ{W9hG^Gu0fBm+49P#OkH-F*sJ1NVv#{~X96Rq9 zO*9>xC*{@Vb+@UO_(X07KY6nhW&Ncu;7)SfFD1+=zHET|gq)FI_J5DqGB6cxP(z%7 zXt^V?3|0av(liT&=m7@;{U_8Y;WUJmmR<_0mO^9*QtbL3wq}Sv#!V7F52;ixarqcC z!{0lPe8oCEP?KjRx6s2~FS|JB;+uJg0%R{XJV7DO;iuygf+k^UZZcS@Z~xoH0hIg2>d^bOHTOn*(sOckWA_Q6__C+fiFbP95pEqZ0$uCadP~$);iY798+IXvH z6$j-F+9y-(^TG(mH&txJY_BnOgnA;#R-(rUk0Q8grv;l5kePS_1QKM$nu-40;H}$D zQ(55)06KxU8(+r+p}scWPa|d{*NQnS%7XntrD0>j8L~c@UD3cq&6Ur|_pr%Nr5eJv zygq~j66WAl@qcPs~yc8a<36KO)cC9Tj1ouTwy#Jlq6@u#cGSX z_m_>5rl;AXKU>};bg&WfrKoO88zc1_7(p3SzG?I6qzwj^oO;{bc0eiMpFj^-yi%P< z_ChRcLyJ$Gza#hQrl`qJ^p9PHffYZAg8+G_)%vteZ_vr>Uss1@;kGyys#iWoy5j>= zjT6-)%*)AH`p3G<#nsvDhVQMzCtWoLTo`53zWmYYggqbdlIH$UQ=9A@2PUM>;8L7%9<0s& zmnC9E`*u>~)n#!D{_Hd(+;;Pnx0ijSvoofZsua}Y&I$V|Mhl3=cK6#XF8dfFG@P- zxwxIlVl9(0_j&PkLI}raXrN*g(}p3baRy9WW$Q4E zW~xwEWvA%5KSV_r6?FRiyeNTj*GtYGa0e;eZ8k?lTqPm ztGSyIv394;lxZ1zIW7i{0-j^JqReoWfo@l|C%N)h(U<8OTrz*8p+(1Jit?>{Uap_w zpDx99&3)Yt(D7(VTWrtxS zuI&37W+C=_#cx~Wi)rKds4T+ysb&Hh5v=0o^CzmUqkAe`*hOC_&nyEfebTl@riZPE z%}g^$t}Kpl(1~pM<4&>DFGe?U20H$$ycrj6I8^oEye@fxVPbl~6|O%4ouL}gLk*Ae z(e!ee*IK3;=yG@sUzctw`!xWcb`vmd3@IKHIKq!k8Q&Gk#vj{~>=TTlNSXcz-2P?@ z?1wve_h!Vxc_asP-6)wm>if|iTVeCjOx@oh2leCsJE(th+Q!k*USv7x3QZ)<*HY;g z*rQuxlJxXcM9RqDa=YsTb_b{MpeZ2(b%{R8hxvt87sxo%Y+VrnP3%W@qIAJOF6eKU z7TSbjA#8C$-?vllnO>qK;wo2>WXyLuB{9x$pVfFdW2zgZV|Od!e`DpwURNOQ(qzZu z&o~gMRF6f8;w08vt>ug|%=TJfEk`7oyQuL=l(|ab2+7O@ML$o@SR8pM{WF!@VY2=J zAAri_MXVIGKjj;4@Q3pM(V|q064NlohqlQOtFA0htYIZqkGLfoejq4ck+r0W>&%Bn zi?rso^yH`6Z5{U=abB^va5dl*O@4-(vpH$R&cqH&iH{MQ%33I4I6`!=O=EQyD$1b!w8TNxz0uv;&*kH}+{up~2~uTtrK}&Y!ZcPBR}*h3 z6wvgHQJ;EEkmhiJ|j#3X;Zj?i#E@`pi-Ml*TuU-KH3%NrPlTEagsbQf( z!35@coE=?knI|sz+uFL+tLpQDk*2G|e5_ogfM7?*We|K&Au@xDr&O?$*6%;^{6k|5 zR+2;)A0koFpG4WlrJsW_j)_yP?TfCS)jQ5so(sOopN*sV^({PlTD`n6bm*LmL52?X z4@w@ageJR}DH{>LaP2cyO;kIeT*XV)vL$bwhly!!J~E+G+hC06U{;Ai^*N?mBJL=@ zAF}8XA@1f&#H-k&y>I3YCUFQ};devKc)h+T~%w2g~|Ekm*LiLN!ZynHu zO$G#9vXgUvvb)Ud($Z=C!e^#VNE8W361aNs`{8RVsb48C5gU3VSBoxb3w`oj3WaRS zW1@JUgD=hCW0pGT|k>ZV%%;!{1EvNbA=|G@5gCIBgpm+I+hNg3q0L+CK6PE!q3D7Aa^e<>~@b1flsTV*24HP|v*LnG(u-E6Duk4Bv%SYRO>B+E)Z$211mc@gcTisG-PEMMo;hxv`2#D-VlV>5 zbPspR{4zlus%2k@Moiyxi8V~wHB6(mCsptryQFlXUW+xaG~NP-Y7TRFkl<$drnxj#-U5+S1|08J{4?>~UG}_G1~Y1my!9@XH3iwVqzpcR zuC1f*UcyhK`&z>iPwp;sg5#)wA|}@N2QlSAW1({Er}h z8#&GtguFFqiFM?jYh4n}X6ds0PUFFSRNHZNp2LN(VQ4KNri z51+qwgB?dqOyFVntVb6$gFG6qJPL(~=u1h+nA3>CVDTHSetQllD(|%rwGsL2fMt&> zY|F(LTV?8B(C=T4Ri<1yYI8>rHHm+S2{ggyCHS2$o;%=_^sDdEs{E?8cY&5@&hIckAEfnB|`C@4jO0i?dxE67uE8Gy*&a6Pv{8r*$FF@2jlz zA1`u>U3HQT#@vC8-`H>Xw7{VN`ErIMi<7-X@2q2TDnn#bw5yDW6I-yB-U(&Srl6Wf z$h>N%w{N@qmUcK_4RmE$KDw1B$#s#vNen+~@XBE{hhaX?<0Elp1sZhPYUo(_*CE3Df=-_7UT^oDGvCz&XLk*RD79U_XH>+D&_xsU zi#(QbtaZa3@D(JE5r`|#wkiww`)S%%z22r3$``ebhQZeT#2(0QxmyVwe1e4vHUlU^ zr&ij6e&rW9N0dRMzwK1Ss#4T!uFolbpJykxGq9=rW7D^GLbC4mKEldou<3MMe@4YZ zvonz$&hYVB9It-R1GRJW)-?(KM%#9WC!joI4+1;TD;E+cP6*mLfA$zduL%RNbZIvi%=0 zAp-&MT#`4=%VYnK0{Xu#uTK7dej%cZtMj z&%WpUvAyHY6Q7r}G&_!;%a&>25VA2#v52p&jyqi{e1A15v6t{%>@+`~{}Q|J8`V&s zW4(Ee_NkP=Pe<1zaQ3(M;Cke_L$q9Wzk61V^~s$RXsbqaK-Z#PukIyw$O@?oE(W~O z>o;T{1y(4D4HKB2J01l$4j~Mcb)LH)kQO(>Zp0t5o}RxOya6c%6j3|5FXg#W_D&~d z#g}k+8EP3F_5SH6)|D&j$NX*5@1?0W+>+AxkBOjX=*ln>|C945TX0`{>&p zIT=chZ1DE$3lNL)4H>M^gH%_}{`RXi8XO9fOj~xIlz#wCJ3KE+Flmed$f4i7_Ar4I zUR00>pv30h0@+M;Vxac2&|dAbm!4cvySA|^KxCTIbK0Q|z*>DBnC6y;>3CJX7%W1- zUku2u$^VJgG4dXZ@8B-dh5zvu4A})9Co3a{KuQ^A16)$>d*&!=!tO_+T?xo=A+u;$ z>pznC^f=>(A|xr6owaBlCfOp4v{~9bH~_anrn$Z9G%1b@Is-i_mU96vQdg3WRqt#b zCH+g{f5r|6W;u1GmDpU3uiM$03OfxM;VvGWyz|TAWdZ%-_cxcxKq2fSBwHF3J_!+5 z$T|bg<-=S?n^K;b5$IIZtk1CgKcj75gFi1SG%{cUPcqk=US0B}5wWIwbf431uB< z@7~juGtFNJHUX3*almA=9lu10l|s22aSRH5%}2dh7*TfdG5E&-=hO-+u5T$~YDt?i zWr6ng&Hc7zZ(fcP{&b#{G|c*Z28bRsXBnacxQe#vW3Go7?F^TDKap9{j*_1${vOA2 zLCHiq2dPoIAmF$vp{Vb-a?@tr(lEWohZLQ`8_Q%J8>l#{`zz@aNR0X}zrC6x&q^eqNb=}d`! z?lv51w^Q2yHU_w{UkT9irSbpjXeMW*@mL}JfB1UKuqvDI?N@0g&=EOV_8AN@jqOyxkDdQL12YhEOd8_|$R6mjS{1n`fydYkf4o+*NxnkOjCJfT?if3ZxxffbB)la zmS27!4INZ;7?q~)#bAy)E;r$ncGUQse!pP+xT4@WEZwxt@BQ_VZrHl?3YAaG9M!gw z22>mh@!7RaW=&2)SHPN%8#oh}2yp9<5Y_JnH1N3iPwqx#Y7=n3-bx24k7v#7=&uZO ztUvNX@Wz5bLxSME%w^2q>m0{M$DjXnJw99muHWwcSOlD$p)t9V^CW?*Ve+*E#uLNentB$+f|h+O{fJ1{=xIZgsgtd(+9AG5C1B@SJq0?x5|`o z2C~GW!03bEXw3|&-rsRYpMkG-TN?;Z6B`0;@mA?67+=6Gdw&7xNpKxFpgVpS{u!Bn zhR(k6E$2+<-}jwBkx9NAIe+?@=kuq~RmZOTsPBRAU2CYv0r}7U`Ng`*LE!{Kk7N#a z<*4hlz%qUO>H#_){ThLqIoWO6@x#2DlMRjT01(#l_5T2b1Qb?kp zN3Mfz4wpfq^C+HhiI3@q9;b+(xp%hj{!UD!8#oBB>r#M*k@x@hbuPr4yY=p~z+U|q zs5w6*hw@?t*A|+%mZWn2NDh96Q*9!m&pkk0la}&dQ?u^s&F#5sN-4*xt$B9!A)Uy8 z8cnzhJIgEk%^?7G0wSoP13`}ArClX7j0yjUQU@Xb=>$LwT!U}TVX9#%rVrRL{~)}K z`pyS82%9zrXGGzX`(15Hz-e`VM4u0+eF;UJ07k`!YfQnF$#C-_reMUP$V{A^<}-9t zcX{s%g{~ti9D`1pDE<|&FO@Qr?ensQ$s};fB>98_LRuwzq~6R6cKL%>mD>^_NkX}P zH?~x9S2RB=D(j*iyQZnGryPI@{`rr7v~FtEb~k(-W;}~*EHpD`&~rg(+5`}gRQSDd zj@8_y)6VkwyI_{;YYYt6fz#4{hO$Q0xqfFiu7Y*TYDkdGZO_I!%U-}gr=1TW{gpyWDDiYjYa}K2kHUv<$gN7(KUTjBuD55LOL>W+QV8SWZkbZ= z__NK>U3Nz+i~{p|ren))nk*?8?HtUtubekxFYcxh`^v=x?dw(Cpk%%@##20){h%Kt zfT_tOLV~O9sBSGiw-&VDGz_KrML%A@k%4%}DF|i2jnM=BiJd_YCCQUiKRka}4+ll1 zqKnfws9tr4tG%Y2@vj0CaDP_pv?+*Zy=9Ke9Jt|Rf4!SN&mhSXZ@ayEj;eAtRZ{IX zP1(~@y-E;}NyX#-t)HDJS!%{_4S z1BkMZeW)M1<@?jJw27SzTl@GtRhWJq4BVd;JK^LryUaMayA8=R#MnX+Mk7RZih+&>Bt}eKO`?7P;C|UF>Bw!Y@|o z;Gqy?T`PerNp*OrXx;r%gvO)4oWC0JtK-kD!t&dwKPO zNR*o4-EZtjj-1S?#7hG~qs_(`mj16X~gIL+p6r5Rzz8yd~mg z&=XY=*yBJ+hElS+$Ef3S7B1U2CzvKw?b;Q&XHzCZwG5g!rVhKdrr+`@pVRZW7g+cH zDIuQQZK?h~xWl7kT-zTcY9V!;aTdv3_uAxnp`zCac~k^PvW89}{l7i>Wwm|3tM4B$ zY$vNL6C^2q$+guL;*kt{YMNdIxE;y-0%V5E`90C9e%R^436Hm}k}k6`_`u zr)K*3j~Vpi`G2#7nj~mugV^k~=Ye`&RW<}M4?R&BoM{U#U1$h5pGXvXdCoz}>df+k z89y!NjScq(9m4bZ!~r7X6|&-oTjSrlJ)aMpbAG=t28SI(s<#A>PH_yq&eZGXVGCPr zECc=4Gf^U@b_5#|qn;n-BqGiz`podq>R;)<-X~^YhrYn(8&*Fl-lZIMWZztlpYq^( zk3w~L*%e{m%$CEz`O<+jA0X~HPxr(6(|Aoz%@!42TZhelzN^J&DEP8Xdi@FPly{cH z{AuN?y~>%^qiIaD3+&M6M7`3r9CCFjF4&`Dh2Ig`Z9@xP@Qi|el~?pqywl=y5KViY zDOGP{1(_sLW52K0dB3Yb(Z~Qp=xHEZow+X5`(Aaofh>7)JxEa!sfEcY#ujbgyu%bN zo-CrEY`B+s(#8_z?p(2-LeXg>X`I@Oq0QX(_~uw$Kg<8 z@X1Yx`i{ULBC@TBA2XMwIoX`dxuT9qapW?>$Ay%Iv+Nl9%Bdys7nK={r|Py^zUKXf zDoGNAcBte}T^!tD9IG^#vAPH(rQlRpeiiP@jsruuR_&iF2rn$GrGZ*{#~%9dD}A9k z^Pj~?P_{pNSUfM8FctZ!V!CCC=#JeUa*`-l~1g(JoH_Z!M;Maavfwo^m=XejRDM(HusG6GGOVjXlai!9yMb&w1z$V@6CszyFk zIfIv@q0eyu{h#|s{q$e00%XZU#J&aO&GQM4NJ^s4NudhAddtV$g9$&rc~1k~)n{*C zsb}Mkn)c(tEVZp{^!eBzC|?-mAS&)5ydeGH^P7pm}$&Y@22-+ywxae7a_C; zlB@Pfb>|^4>RNE*Yon=b>5(oXz9v~13v7H#Q4Ji$#jff@PdW9j7EqTIEO>BR8aAah z1_I<(e2knq8FGpoUTo_Z$J)t3R(ND&=bGwN^L%V332}asPH}(@r{v&e!$O$*$$GZ- zV-=YRxVbH~ejQig!#F&9KWk$(aOW$qvT0&)6fWDQHyFn~C5`SEW= z^#e`Uhpa1ArB-l!8CwiNf5=`lIYs!SpiK5FbKyj6nxD&lAI)|UCclrC+@cEl%Yl}6 z;e2JH^f`u#^zvw=B)8@UbX4G`SH_>mH{U|bQ5}v@BXI;)Z7ci!5N$;fq+{w7U}$;b z|DXE?>+P#fJgEELzzc(8_Mb7Y|pcHBr+1as<2~E94 z7b$ajcV`x1zc6Ti8Y=e+-yHW}5~{FooNq!n>!;Fwzp(y4wpzkb2Y)8B!-QxW zSo>u*l7ci;G*J8L(y>G2Yr`RH<8T9k!@;KTF9jkUVc@?k=Xuw)$QnAQIyL$DCMyz% zS%Q%~uDdq0Cp{wSOudM9xkx;rTy!wi;am5ZQtz3fg?5&QfO63JJ>*(+bv-{}98z=yxE zZyz%Ap#^cPcjQ#^T_B7p^hcA2SgDa56_vS)a#TSx!<$R9o z?7Y^{?=aGU$P9}e3W@)&WYGFL(|p-H2Mb-=*V7=~y+6%4PGtHav1B`(;_|4(YL}pi zNc93*1jU1L9Dc&jQ}yhwi^+W{E~hzhnB|;tcGmMG1iL0xz&+e+nfU+S6`@`px1Yvd z7aok4{S`TPgXO}PT{kkNeX8V<5X0`>o$&Vu7+!Be&7dq;n+sf|OoXHq`-M_5SYudW zA@h)T6g=}_1}F^PK(ymUMhV+3GY6jy;pT)`Yg_*-3jc5S{D54S6OkzIlh>1V$B&~! zj#3kejgTa8YxB!dZ=xCGN3Ig%XcB2(e~2n8?mT^Sy-<2<`2Ku1)`R>BWx((CZ-?fP3^aPr0 zcIV-~>d+lyzs<90{&y;^IzS%sNlQGfQ8c;+e%zpi?R5}fV4ORicO0N+#ZjGOzxzE% z+`D76jmbuseMzCpYD=^ibj1%Ea*z)^!R2jf4>Xf+SsJ% z@e`XshQ>_3#Omr9jfT`qr(&&N9XkoochRIA@Q>uqzU1g|{+IKH3gKzi6mi1Bu*Cq@ z_?-Qdv#RzD{CIy{dfl8C#5{Xjk4S+V)PAB1P*4jvP~-6K#gTuTQV5fvlVTIus{@Sykz zI*!SUXPTkbPA1(_NI@(ULwk&E+l|xdf5WQ+$gZXHdPTcd}S_SEFLY?Ip> zyQ%pgwoz;TzX`$Z6jcJVBk0__LE;;S-cUAV6`qafbYhM}XlLYX4N_aEx-TP3RaR*_ z1qSz9B??*nrYMh~GUVY8t@b2%{e*=yT|)Rt>+FfnKA1U7^XCPpE*SWt)QwtW;wV~P zowR)JNPb2;Pu>pY`~TgmJMx=zk2;7yflxM-of1RW$HhCxT4qz3;`W zfL&@AG-7l>%6pSs9?6;!(=A)ieD`C(A#!m0Sq~pSniI?nnJ1@f^hu263uO+Rc~_OK zpI`YfJBw80eL&o&7euDEMfKsx!8mPck}Wl{76WOI2#;u_BK^ll+kiwpZB@AQNGjzw>&zUR#HxgjO00+dZV*;YZmNyns4{mKd$s#?xrbCq&%0P+ zlo3U-Yxxh46r}BW={HyYS9g0B4EATr+QgNe?Z@cF=5i~swdZk-Dbh84L~rSCOVRPML`z~aA<@E~6&R@kLbB~^=#AjYdYhkM)JNCu;3WnS56=R?xH4Kk8y1l;QtgnNiqkL8d@w*J64&A7>Ja@)R} z>wC8#`Mq%UFq|f;9eF}B;GaW)SqV$%QumxZ4a8c|_O6?^RRfs{?UL_mDvuXySMS0W z{-U|rRekBGQC6zc19HnsH3++}W!Q4yPbM&&2r{pmP^`7bWq(ZAsd(HT<9);$z z>1nt>yl|S^9n)9llZWulZ^nLhDGrKpKwODC8`GEP{pFV|tfXgYy85&6D28u*c;!IO zGUJCI9r(0{Q5|0mq)h1l;uB09A%}inInWsUB91qw-_O^SlpvhmKbEsG&3COxLPCxR zd_m;zH7olf0+4uqg=e)aZgBskXUKVB6BkfFY~?^A;98BcnB%#YDV$#Bhb>B!Hr4|3 zD%@mmy8j)YiVi<;-|6*06@+CWt6}S7E%W@|77Kksb|yas)U3wcXJWyDJF*}I#{)xIaJ;jkX#|dwU(F)OTmGZz&V*wzF7FoMnvkS~(oYwlJ$5a;O_?U_ z|4GdWy1^^dR=hrzlabWIXIr25a9*1EDN@Sk*_XXYu!WKN;Y+>DFRb0#6=<>=e@XB9 zi`iPaQZA@jB_negqGyq+kS_|QcD+T8vfCeGmg~M@C;~k8#F!@%@{p71tbzCS7g_HY zb^_zolR{qA&~-ceL!Mb`65Wi3t7v9p^~#O(oY)<^D?=XsD-37N={?5!3ufUIheP(Z zXDF=ie|y`U2+mtURG+YX64jd^qP48GLrfZ&Yh0rLg8Z}zI>03y%HTpq-9BOOC4Qgx z0wCaP6IyzN`=)kO(@xeqGA1^MH6dj2n3Cj{2Lt@8sK_L2Mg`4yPkB8Rr2sMU!7~f1 z9)RySU9BT-wc~R~O-3g3X@DA%FO^06|KjBmE5hefu|f0Q|4W4n4ucOml6{oWe{nPa zciw{uGd#kD`G=}4!~f4lLmfDrU;&QIklF)L0b{l4 z68k;1x;^<80iBB-2a8m#{=n6MrAXRGux~TF2m&woTx)EB#ZQFq^4%Id_JvZNDsk}F z=F}vmTGQcQe7WJ^cE=TMsq^r8IRIr^4KK@RJggCOMXFW^(^9scHpy_>RK z4178z&xZbvi`KmT4MLy|A2EiGomQrt6sLkWW&E9{eh%{)#fof(;C&Q#5g z|3y-WwrRQX^AUvL{Av-s5;KM)TQ7VsR|OxxJNhLbUIY0v?Q?U}*v{`4pZt;bK*q_- zI^K1?G!rFnj>{#FA7y5#?o=*5Zuu@a|XObR*zSBTMs92t}%R^-s= zJOQ2oJO=oZA8N3FGgte7^5W>Kv&S{aL|lC%|DX7_Id!#y9QRDuQ_JL$tj{S_gtEFl z=A+qdm7_14G3c(jp@38`c7B>x%VRBl+Nz846R>8py5I>Ix8r;`%M#qN5&mCCYx&4= zNd7>TUAl#nyG#1hj=F$-MO-tg2w7Z{pvr0okh;iI`w0`|vc}IekZ%%zHLzv!Df=H# zWA`}qU&X%sDgL;X#H~!4cT2lvqnfPv+rc+aChKimymK-m?#%~{l>DlEQ`(6d_0UehIj_X0LYi*w)R-Os@@E$w zRx|!bq#)M_So)|!*7xMDFo-qfn^rvx;*31$fR{kF$NuZNNJ%T^_O6J7r1q57`cio* zt2nj)&Mr_0|6a&-9-h~gi$yV&U}_KS3M}jZXIfBKtZE^4yu^)7p3jeJdjkz|etUCv z9Jtf7Wf}kQ!kpThlOy5ZN9-N7QXT~_M_}8@T`+?ZbdIPQ-t3j# zIsb?2)t}X`iJ4Hj$f?7U>uACB4xPCE#*}yDOiRIbPD8qVRRxtc{rnF#q~?$>Ye&`= zYwq$Z6CmKs;uze<*b7~qkAW(FXP{Zn7NDcwE^IsqS_~aiU)D2q{Pi7SDIEhU)u5kg z)_W7Y36NC;RCD5=@a*&sXN;rCZ3qP|E2wkO?wM-p&BM`SyT()6M0xi7qkG zfcJiI5=u<93~<}63&uV5eB(l2m^Ma;j)M<<0F6@A@L%#qt3-!w+fmVUj$0bW%VV|- z3;VA7f0TkF+eRGk&!_Ly{Et;{SVoBde)*Om1IJz329`R_UINW`lIPp3jzQJAx06iR zCm)CMKRfQV2bc)Y>|Zq>EO*GQCF=_GPJ24#bSidv|6H`ryYO`@l?c3}%efhAZNC!? zE4a>zu-`Bz>#Yt8*4Vfj4+{muw&uB{K|P#-C>w~vEj{4!D=zCSN5pjh%|WGJRG%MQ zpEsg$j-7-=V@0hN_qPDgpZ7o!UVYA!kTC8YggUwbDj>GHdX&=#2VQST0icn&Em8wbjw|`jSnIy9Cfsv1CsH zEl!{#%U;uvyDjNCc87Y`|1}enL(t$JkLnE@B7W zx`30(sFPq6gL_Q($iCme#+_}RD3_tEkO$yb6H}@zTzOzjW0ianzdZHLE>h^4DKZrJ zv9BsZHm&>WA%nTB@|>sn8M*t+TUmc8f;N`2Phu0C-;E_RvwBYlD@gS-Wan?C%c^0Fum9`Q7 zkh%|(*>b|d6x0Y*|73G&W4>SohcRW^RkyUyet*Zb&`lprnzi^DElo;<5(O=|njkGH zcgT32z1p(R?%8jU|wFBAxIWG)+*bJ&Q)C@Z&bY!=|$8*XaaA;p@W} zMjR}zk079iGq>j>2hJL>CuegKtm{D(==y!(xli*y*wP4lau}%3aSsV6UZqrSjMa$o zxjM4a!V+lOd?NgqCD`Y1hl8pOd?S7|!44wDQum+ETPidu)g=&DPO31JD64G2k#pi6 zU@QJal}`7DBI9*yC4hP}O7tT@Q#KCrZ-Txmnf>kEiSw#-z)O$w@7s#(-(#ZBQV^k^ z`)A#cu+P+?XBHh8@Qr#RY|fi8;r;who}1ZCajOT(muYPgvSnQWR;K6_OZgV3S^3O4 zb^>giN<3r=g66n5qb_8kWk2QaiT3JQo~9 zT_4AQ-`9{-CQU=c7S$rrjhd%m1F2iw$^&H%yHYCciPZZU6X-uhFa>;%M9Ef*44iA(`!4P^BA1(u(Nc+nUV!fSGfDk&y3dEb}bL-aX;zJLk}xye*Df zLa6xdQT^=-lIZLy2H%+aN_{eO1vbykoQ`;68L#+;NRiwHeYDU#kd%2lNfnecKg)d8 zCaT=hsqIbBW#rWf@lO^Qbj7f023ITE7Vt4d?+AFKXm&;`UZRE;8aWT>>KY9-#P>yA z1uHNvjl0#Wg#-QbJg4ZP&qQBz~_V+m)oTS9&br~Z-$THG22(`-oL1~f;vIX z<53!#`&P=dzk3*A(&7>ooS*mFda*n@v=bEunf3#6`YXoGZ$e7oZ&1ol6HxIMePYHo zx&jX_JKP6dau;a*XV~={Tsg!>CC%XZ4~{}VaHS~ zvtm2esqnh(&J5y2K^;Pi?^RRCSw>90b{c8|ovrJZA76Q~+cZ#|#m~n7n>j`j-8$4_ z>~%|G<<*znGF!?}$x&aXctWW@o)P(*1#!<;mcM@Vo1`yToIDU{!YO z`kmzwqxRDI&_;fxq87vac}oAel9=W^r@33JvUS@&+d)KC<(yt;mLhluoUxIi6l15t za_iycYvsd53@{H_#>&5pzOSbx>RGu|hJJH9LLb2%MGKw9ZM&F=s(L|2na3<*bcp@o z&!}J+H)#ThcuHgL<;_s)ImHX=-s%hACFv5sjt2>AdKS)<>}F)aIY{qE%p~EB0->c- z8pt|zMu*;O>P&}K6c}#C>)8>34YClZ1&hP=$A2s#x8cQly(Xw>TA2AMQm6WYDB|T4`YL zM#S+Cc+KFHz_Dh=lCz(-P=5bf=8#@TQdVNLGDc? zGyZ+PinGE8mHXJvK4_L366gwsy@4#gmzCW_?>{P4KIyP`$tIj|dG_oymBZ7?SoH$K z0r;y%6`uBoQxONvKC^bIwD;K7B7rhsOw{Rfq_CnJj^&dDQw&*|YNJXPtlKPZNuY&G+GAuR%S)2^f=xhB~RLZ6gxbbjihRSTB%s6=B`a_ z2+s_YS|O*`zM0fo$H!iGzp&_=y|11|$Te@#cO)<3tSt|3)gtg0v@DN`K0LTWj$SyZ za$;xsKs)r4X5XZ#KMhl%zbAn3W+Qwz_Jc;2kj2-VUSm7ToM1oxGj96Xq!*@zZFc*hzC)P8DE@53)d^n>W#x2O^&Q&5LU z4hPJrU@1xbVNQ|gHkBB^y2N;|Q{-6%_NY(!{b^o0#=h=UlFi)SO%Je@_~Z10CCeDq z^nHk+uk3O^EQ<$~98g%BYeRZN5bv4)LNN_-%no^#M<1xZ{E^mnq)px||3CqaJ^r5$ z6OfP4rj6d-m;4j;!%J1`1Rr8JpU=w)e|}ap!JERHJgZ2Yf52nBIs)weZ-|%KXOl5IjmZ zavjitBIzHWb6jAvn1!X^D-+yIJ-3NY?#BPNIZKati-s zT=8XfzxIJ1&*ll!KOTj29kf-%zIGM4Z<>^`o5w9;F~xOktTzZ@RAhq>4_*Jp5frmN zA8g~`pq~`FrO@UV258xyZ7S7F6}=HYXXP?{o{GgvQG_Zll~B?^r_vfqOCcqz{sQWB zJ}J|0o__tC>xQbnp6{=+N1pwkwNK-}$M}*J93EN}92^{yvc-zmU#{A1TFshOEE4YU z7iWuvMTc4t`hQB)Is6-ENFyWMPL2M#q~yEVO{xHLFYQ<>f{NhJVW!T;t!r?>!LvL4 zJUD$}Gxro{0h@4~+0Uy|!=Y_Phs)KXRl&-28SMsXx8@+KJ4kI!+qudt;ek>yum6%a zt!R0y_!PE!xM$%t3n@i9GM|8ZTkBa_SgP*iK8!||*Gjkp*!G#o3I z1vBxkPrXnh$t?P;7loi_@Li!V;xxsx9VWyYJ<^50Sfddl%wE<8)c6GKgBngKT?s7T zDz)a;Dn}g47d~`JubC29CQ?MHi`-A3*_OP__cIHBR>h(=^`eYMxyivCo$U0hQ%Ci_ zfJifc5&a?JeqT7sqvd8w8p8CVM#6%b0@F*VG0$=nRFFA5ID%PCpAdSa6**{}COjo= zYF*1~Ig*mmNhqq*Wp@+1r6>l`E)7eJ3k}4+rJ03``yV@@jB`I^oTGz^Xm*wUr1%bS0()T$c?jI_XS-IFV z?l41%4pIoWaj0%h*(94aZF@e%`QYjx7rbEVtkx?c-ix%Z?$2vIC|bAxSe6Aw-Tdlf zjhc^(+9k^t0!>vWKh=eb5uB{b_jJ9|Nx46o4&1Itpz3RM$>dawUtK6B!_>S3bdmUn zIr!7=U3I;~Cw?#sl4MNs5jUGbtsc)B#H&ZVRI^@5{5Oj)hHNH_G$6w7@MWJcyd?-_ z8{tTsajPKfmZwqdD?HiM91cQ{^&r4j-O)JEi>L{(Z(ac{)Bau$Z)shE(; z^pyy+6nKfquAY*;f0`j;R_~;9T+z3k} zg9cxk!c6Lp`Od9@T;o-??XS4!c~zfl+Y4u+sZL~ZOgEl755&J{DQHj7>>T)$uKK3m z&59KJ^aqbQjZ!4Rjb4f7HN)=%e(f8TY4Pbf=71>l;!LqGA*IU}H0$6dWJQ9tMtt`z zD1pxLp1D*&n7U@ni`&b*hnSGypN&k3rrk$8#*ewlOum|)mXq0Y9JS`JFgi)k-*_aT z&)%6@f$#QAJdzSXuM z`3lX)$h7#Fa+8XsKGpDXH5e7mE30?5!tg+Yt8LhgE0clCa2aiD>Qz`>{`bP;!pA9U zU0zwk@q%h!+)tI;oh5F~8h;vc3+z4*mn~8Kvysmolzv>%UiLE9UCHB4Znk)Pefib)R;lR)SR&?y(pQ&Aolp$X3zDZMjVzBQv6i*7r9FuD z3oIGN*4%a~wdT~p?%j>2nT4cB=jA2_p3mzUpV!|!*BlOhxzf0)f)i`1{3GU+HG##p zCq#0=?IX9WN<0b5z?BL#@_H*rKPg!MuNm={Qs3XnN{=4)l^*x;tHheT2l%;R6FD(aI zHbw;BWq6DGfB>49$>k_myI{xR6w^!JtlR9mra;}=K=8vm-Z<18IGG6T9ay&A7??0bE%WI}5Pxws~WTdo~8f<%f1kK<5#Gc># z$IUwCMH?4Dw}B$`4E(`ui{mulA;R)e)Px4;5vV=cH|B9CHP8Y59zsLJWf2=07h6#T zL|0a9n7dZ3eU2F^Y=M2_nJK!69KA~X%>VQ3gX=&GpD% z;#wF;49L>XHtUa>vRzih-#7j5{~G=TbWz~>>CkHAfB(Kb-nc4<&Sp2Jd$CpwhvPbdK*uUC8G@-RI<8_xA0nUA-Fe=Q)Vn}=ms^(kBY#r7Sf)B(lG z!sMgQE#S5M*zbe(fBGusIg)|wf;dPVxYBwNOm#<1`2!;U3W6X^*uKtBYFi|h_1XZ^ zycu>X1UVZx?K77m7wnkPP)hY3gLxo>1myA!r8tUu^HL6tooRb^-(L zTJzCpz_VgDJB+f|v?Uk-#Hx2IpqI$fn0GFUBYP?FU;s4JYo76ov%+i*64F!~u}c3i z-rN_xg|K{uI|l~NnVY}Rguu8QD(}GaoCaK~dr@Mti^p!#n1l!511i_q3GM#$y!n8V zfx%q=G;mA2ICPT4Usm%y&>R3*9RZX9zY-qiv(LydYmc#MJ$=Z)6!6$lUONrwMDQCQ zzbJ^9^-_myo`E`C%pLcu&uizwC9nV=!CBKa6}Qh?QO7b|mC&7apCt3$iMNoUB;%>v z2(kE=R@>sf>=y6{dgxwZbewR-b|g{YkHO?)Yl_1YCxT`0n~Ds&g0MU0#j~Xv{t=W< zE99UqnwSpNfgHa%9S&!MiKC4f!Rwhg6{m#@OPg|udHX6*dpq={1E)W@G-OP9Dpxpb^ivui4D|n@%;MruqOHIZjScx3v|L6W`umoaK|ST}>}fH=T?(eng& z)kvPPZ5d6pJb-|@xr#HixZzBWmBC>m=v-sGiDxZl&pzN)Tb2VGVx?z^(i zZURNN>O%-89B_T8b_%2y*Do zC^j!V!8i}9=Ie^@y(8QyPG4y}O)@LEB{K3V$N(XxO1UhWJK;}z+tx0s&xGBxU2xzn z z%)HZmT#J26A0qz&7wT6g^-f^1`%H=5%G(??1YB1_XPmYDp68=>U zYl|%GFNM8qd=7HH)n}Ov{CFcXkyS0Y;v}7@gUHIO$f8J{lY*~6S_zVaiiCiIYaU!dP{=IG(t{Tz zKyY0ud2b60b8%rwVzo+vmE&T`##w8LajZjdGp>+g2vhbBiMXl$3NVA2zYm!n7T7KL z$i=e&n(oNQua#UaQVdQTvhg`DErPNC|8n>JN77$`uBxU#K?Z_}5Mbu8*b3TnExR30t zjU4oilvmJpjVuGDAMfx7s4fuew)`dERZ24;bwBwjT#a(~6Z=2|yERRgsKsu(81ais z@W7i43LpUO8X%RkVvCHi79dt+FCBnwu*eOU3Skr2pvzu4>#R!We#EgI6FIDeVsI0p z`1_`34LVtZcZfGoqxt5bLVh>kY3>fIcD~C}9yxp^HtwbI7RM@~u6(UHVGcz-Y*}I- ziTD@zREKDByv*|?ae8iNPIIetd`itUM_V-Bk_ti1u;oMrudG9CFF#n(n@;umfHyys zdyCuT3nmjL{<|gd194)-actq8gr^F#EU*;p{mA)-)m`%&^BWtapY}2>$rAQt&IKsb zHGO<&T*t%{a4)uey9dY&+S-cdin~*EthL`6p>Ktmo~+O4oK=@$c^)IQ4O`4Vl#RWo zas=y(t-VOSIEup{fm#pf(Op3UY_Vw5ZHD{$S^sny;674hAI9f|p|XTp&wPMIilqyj zm32oP)s-U;!FP@$&$(~d9yI2}{rQT5!YtEQ)nIwi&r5B`J||V_t*jPd)1d8qAfg#M zt&Pcv_E|2Ws0;Y8(`|KqFAu;%;xf`4<rLJ=8J#-ID+NvRtUwg!G_4-i%)ZmE#zvHxXOEPMWpat?S}d6&SwlF?5oI0F}x z*ZEAGEqFO16U#!DBBl2%TS$Z4#Zpjv>FtsX25aiC22*SG;lIG4Wpt5mr|*{9CSa5j zf1sU)e;1-D0>VAbJJpdi%x==|c#ktQ3|F^&$<#DN%Ix$sW%N$oAXqk`muW)&LXVT= zBrU*NaEZB1MX9L7&w~s2oa8?ZRd18&F0}{JGLeuhi3JZLU?gLkZ;x3vfm+>mMXs+> zmJa##zjhyZXe1An9*SmR-tDvDZGMr->?&Yet8A_t|c9+h`k>dRyEjM**k z*#xl7;1Vg8A!QSXYT!~5$F)wXiXHl^xL#ZGZ42hyx{2R%CdIF!jm-3oP~W-qsd@}rpmuk_ia-cnW@rx z2Ysc&4Q|bB&Wc!ALpt<2mZ(nNxe2+>uf~%9{r@rE%or05~=FLA=_I>x%RjojkL$V8X&0QkEAIx+!FkjWd zj`-h`tr*58xQ}+E#WriIb)A8_er_ znP-c=imG^VN0K`~g&Uisumntx`x}vix^`h~0vUGN$3%QRD>{v&N-a!el_-w&kq^;0 zuleM~hRz`2N>0m>fIrxs5uc(aVFA<_0_uTW+%&hh!Al=q{& z{qyp9Hd;ny^9|NO@QEH3C-}ZCb(PnZJ5E=m^tT$~Se%+hF%*}K>zdjmoCcfuoBBXD z`EnQ!Gz6k5et+(B#Zo;>O+kNUxHN0M^L#fHM^ICbwQnXWcX@HR?#+8Q`YZ44;7nZ2 z&+U=`Kk#9cGIKJY^`8ah-q_)F>i0t!k3g*pq z3ZFG}4m@PLW6{N~m3(;y>*U}(% z@!BrzrSJv*F1kb(lA`;?yJoGL%1<=a2QlTn--_deWXqMnEBuhuY}2LrK@*~%z{Zdh zh%1w&vNrY9lhkL&5;o_*grQo05U(-X zRa)d4&`FJVJHThUV;(?=6`5f)(R+nDp*8IERYl?Myi}56+T=W2L-W^YMD7n}LSaH3 zo?Vcsrv+uGHnL1E(e0SnY++N?(+ll-FJ8W{<8LlyS%5G{g`{H3#6v!i=62$$)rW4( zo|{M}Gs0HQD^0T*Bx%A$8g*2nS41IZJL?``AM0)){^F0}Xkj!swiTWqR1cB6DyPuk zi9dKBdIYAZMl9*NLZm6ikY$s{FB26L)an zZYY$?0-5gq{1D`U-52pSFN(wYLl{;tB5&wA-^0o~%|f^3>U%9n8_d++KG1^8ohfO| zbCzJqLPM|NLJf@%S63JE7|lw7QH`R!sN~$EhVuIK^^Sf!D}R1~&kjVzJj6drp0kYG#!;uo@pzoNUC3E6Z8d3V`9Xh6Kzbp&oY z|7V$hrmeZrm_Mbq_OCTf!Gu23;Z0-ZXvvA4lIBVJLvXr9+WSoEjRUQoRTi^hnIUH1 zGrBDqRHaqM^35x8{6z|t0fAEXVKuH6yF;O?&dAzlwvA$bC7QeU8J) zV5Qg)j2RvKc8$1btGpQYdUJW{s$d3wrY+6gIw-uG|1P4af4pTr8l=6|>tY~(@JYk7 z)sGE!)lxC>T+l;k(rjEL_aOH|3Hsf(Z)qv0RU~^FIcZ2BQ<=x+FmKA~zCG_eieuWz z_;zVtQ8|;e8#`=7=6T923}e!1nrk3!pC|ST+;Hcm%D!=>M=^#LsdP8+rr#BP;ggM- zAelQbni~>ez_{QrsoD{a4)J(u3Ej{1^|t zidk|Uio@bLXxGH>b-kkpaW*c~Fc2SRiLQ1jjr$Up&gwY3?iRP9*pffC@d@4bpEO#v zhisXjv2GK}G<-Gdt8m>{sq)whUP%16(c8jUU{~J3JZKFTUH=XHNg^xkoMc92YOpT- zMgvc$|A}=ZLs|r79pio=&$Xlgxig7q7= z_HWU4UE?WiUBu#{LffnEOOh|jH4hr=`%Bnhbzsu1!eIH;SijB#`}5LVm#|N<4yGjU znJgY3)mR5~zL+1AKgs4FKf=sPB0Mz7tcc5=cG?%$QA5m= zFVz-RY)n57uA9;{V%CD-q~MCaf6?S2)jcb1Yf3N`^}e!3x$MWju5a7aRRWW{%!UGT zWe+7GQyh!|^KJD}2{EetK=D1(^eXO&AcG{v13&X*iiv^vo9TURLc`tvtE#UKi>hnC zR*(|uZV-W?Q(8c}yUU?FMVcW61f)BZ973d|Mv;;c91xTNq@-j(5Tp!B`0aU~_j|wB z`D5m~_8(`?+56sS?|rX(t=06H4pXsJe5zKt^2qX9-C+ai1$Ckq*o1{K8655+#d0VY zh_kqDP9AXZHtUwCj3i4oPyDk8%=>_FJz3}f?A8uOj{kSPBk{d?zO)~_{HM9O?ou8{ z`xLv%K5g%RBYp~XJ=gkX&>XHEW%`*b!((aA%VIb1WlT2_?&6h>y!COyP?%#5sgmjups!tFadJ@%8eX-g$FZb!5eP7OB zL;7`^msanE$p_<&WV)J!_7j~6JB_=J6$}&g)!Y5`wh#vI(fGAn#<=>Sd>(mI$NYk{ zVIIU{k&4eq%zj3|yyi1^-K&`^#>A27IQkbRo`W_D&ijL={3fyxgz=Mo3cL^$wA&?T z^u9&uNJ*pKdOSWEv(XL1?ynN;gYPbB(q_?x^6`Bj$)IC?p&S(KIm7^2*?eEAxMm(I zAaC6sBk$nj=60O|MIJe#SYiY#W~FuR95AxW#A)37)}))tAJxP-;y-bhDM+N!c1|zv zJV|PsPD-h{KhhvrQf1vcXb*aY3 z_n)oyl-#~fS9ToR``Hgma9R!gyoAk+SP_$5lUn`9=aYcChYp|SUdVOueLd>q75J_G z-1{9HN^n7X?M?k3+pzS7dvr+FQT8?+n}+9?^tM&qlj`ol*O?*F9U*31ln5TXUahl< zpqS~-O!N38As_CZYE?O{`S!VNqorD3kF6_DLg*Kd)#YI8?GBO4Q?&d4p0FNO{WI*z zZnxZxA)VfRI3t9QF22eaZd6fKRl(PwMruY*s*n1p^7@Edzp7|cAKcGaX@L@`se1$> zEhxB(>pgeX-ra9}Q{R!T=8-l_pLIxjk8{vO#$$+`kI=?*M|7w<@P zJkm9RTe7b_Buz+HN$FS{a(Sq3A4x8pe_Qr@Q$h*u*1ll$$koGQzUh=_sXLUk54BSi z1B}V)>5R2=X(Pq2kaKjQh)*2Lr)yY)1XGz2z!SUUJ-e`FW9Fsl!J3SvNxF3*O5Dii zvvDDxLA%rq`iDH9G9uSG0}>y;r$j9Gq5%q6AtmXVIj#I5oz4v zCMY&^=iH$}Cy($j7kxqATd>IaOpKE79)3Cm>V03+rhfB=b&+h6$aN9+53gSGr}*kK zEq5%b;qTo0)ahFH)AWS}is=uYuQk0WePh+v20Yyy%E!WAt z1MZ68aadxQ=n4(xgCp%k9Il&l#NEzS*+`Xcti=1K8E+L8e_LWMU@k5Vn&Q3U8Bw9W z7|0n*c7KEn-a_EDf|}5aC5E?aEQQWCx4pxF)7A@FJTJp|-fIJVfkg#B5=CY#@t8`l zF)1M}TmuL@Bks27i_R)RNLU+Rq`UZ{)dm>%kJBY|i5SVp8SA0i{vvdl^onA-2y2x) z?4>YEH^#9f;o0(AhsFFlBP1u~X^pL<@Lc}wc`rqmuHqOHM$UZKvie@nKc8y^0x`aI zJ+r#HEov}|(OeH8V=VcV6wY3g@#1?D%H)&kN>=9(b&`76H%7YEME;T?2lQoZWbMzy zO|$L!i?6S25uZYQEaa4K7B0KC#A=IhasQH=;xD;QCb>`I`i@uhiQNamJ!*a<{+OKZ`tR|)c9gTd@+aaS=nx=?<@`AG24gsM=C%Py zXz$G9r*n<^BKJ_x7padO&XHf)V?+r!6P_CpNsfxjJ__ekQSYZ&;859Qlf~kISadCn za5gBi<+WElA{ehEn^nR|#k&(KQTWueebEUM#AtV|MPk9aNSYrxR=o?Sc)m5(Ci6HN zfPO5OF6+$yxr#0i;fiYfp z+(hR|fJHlA_CRnf@6(g_$7dt#Tf;uZ}_Z|uWJCa}i-FGQK%AF71CGsElS z@qf3sV4>4l^6+bagOp#cUbXNZR^gQ<`@8)Ow!?1_%5WtMTABk%MWQZ`U#c5r=(e3g zbf|Gg8KTU{ku^x{rpV->*yI6O%~q#hiF-#ikc#^%41<=njGWN==S(|d$5Y#m2nnopNH)A$y+ z7ouOBhEHAu+j9GSjCjicK-fy5cF@Pm_Gw{yEgH2)3x-lMWT0l03F@$5Uz*Kr2LzhC>G3@ct3 z?QgDwfI`#Zd{4=AD0%AFdxEnWS%Q?@0dyaRd+GKc?p+)fH~`Tu5_mG1X3))jg_uU?t}_+ib(W%VpgEC{5w+t)l@j7M1EB42c9AHCa)Qmb>N`m64PT8; zXiN9%7auHCrsq7~RJ^q6Jp(2G=IWF$ z4g?Z$x)On$snG!z>$6z@0(y^srBB<=zYbQlJajg~nelZq=9?evsAO>bKq#3FRc5~) zaTxOZbBG3lp8O;_I`aZ6dDwe8-3+4{{edm7e_A7jSUsVQEYj`;aCZve^2t8-?f(Oi z8_P@uXK}(TKNNe75C%WP&bg_;yJl;|YWr`-=UQDA@?@-y=$7PAD@AaAm zW4Flb{Xt^XQn}YBG5Q}4?{Vb@8ji72pI`M9(d>cq<5*NO6xe1E%awT;hKFBK>~z0< zp~_lc6^T~&!5IG`WjIC(!zexvVMRN)za56q6kuz23xU9zlg-Ivzevu`y!Mm*LKN3; zkBi9==r%U4zEH((Ee-zyV3e|VziwZ~rwrJSs#c)G7&tnZE-J7r2nt1!fb&DKYzGp3 zNH9ddj(xGfla4;BqKwHd5*T9%0642Fce(lHcEdwGgM0@>#lbz;2_}`nwXovG?^v?P z^3a{uVU$0l8C0(uI5gpiE&|?w4OsBmc;EEx`uOoTfzT6+M85~6nWT z9|q#g9Fqe<)l%HJIlg^IaC#M7I!F(p#$s=xfQ?EGa6Ow=5L;w~pMJ!5TUdM4I5r_R z_#{CUxFbkCKV|`0^)d@sobhGRL?ql28jI(+nEUx`>31)s*I^VG05TbQwn?pd&tG3T zJ!pSB0y<{uL3105uf|xl7R$JNHVe$O zxhf!JwyJY(KFvk~qGJ#9>;Pxj7nZPA7GYTjr5~@Izk?z4$ffJuGv4qy@yXFxOTscG z9f9?w5MZBujKj-l7Y`QLj0rEb!M}VIwtuPkXUhNyQfQ`)fIeeHi^a&q4ErVx6CfE= z;@d>Kj1NfgD2lLLMMsfiFg0`>rJav*P4sz5WxtkR_2Ke)zAI4S{-r|)QO#x>Jm=D? zS8ng=(7bC-MX;LSHHZPu)ezUxfVXWI+6wiTfFSuZW|QsoLsH6K)Lw*3+Yg3>+RuG! zDg3BS*cWV65yx)Xx8i*V9$EsDni7NcE?$6E#LLtWIKtCIzkniK*O&U^h z3g51;r3IFWQT4}K2zG&dsa$2o2aTSVv{Md~9MA{xSZvf0c!UZwO<}z*XTevhFzf)B zzNQLLK0UfYY{`_>Orn<+d^@kErV|4LqXEF~Ex|L%F+23!0N ziR5hgkc^r4Sswm7V>WsvF@LitCs${no|55FWoo=!^wUs|fOI{g;vp>`zA=nNgWmwqQ~fy1FP3T? z3G`b@L%%D6jS@7HLxh*wMt#e(@vF0{#D@nHVHuPDLlhbi_a1GTY6?9I9fLC2+i#tS zDIBF4N3hOve2(?Xr@*>1f6HNu`ZF*P#2jG(#*9?I=(7dPkte4OzP7J1QZkI$@719` zR94kLYqFwS0jxR0n?dF%x*0tO2!@o4b?knCq3krjIoo6%U*{g|_p7Qly*UEbeDN1>TdEMsz{l)$dlgx$te| zH3nQgb9twLSkoZ6Y^l6SSMRtmAwfSzp*XXe>rNoijr0_#Y@%eXVUi&i zJ>Hawc6$=$8d+*0WLaV4`Ru_ts4d6{I3!hxt0SW0?VP?!=gT=Z*w6ODgf|Klab&!` z?wV4H?e6oN*zR7zQo0?T9&+g>tRZtb9@FQuQ^24SnTKTP`@Bhqt<(1##fJuh_!B5m zdw|b)M;|R}HvAOc7RpmVIEdyrOzWE}i;cK595|mkFZ-pbC+96FXrMsbIX%9OzdsSw zaGYfz$bvi3vQgJx5|q|9iBG#6q5r9^=a{Ig$pg4(e#qOGVq!(+rk`S!b{YNvX&c5bYKg{^?OvV~Q)mC_ zW#iKa7OuDZljc&V*cj+2UDZ@&=-b~hAKZSYqhHj8>EgX$37+NHpg}ZH&S=@X^gGsG z`q~uO;7?1Vm&cmOL(E!tH5e_uxV}8-JsPeD9D9UiWi4pR+I)h z;N#kF&#R>205mS5*tYaR!LzN$UZEmlx5J`c!Zfu>OJ=G!|JYu+ZCpe!8oXm>E^1&e^vcM33$_ihvZQ=+ z@vyE3Z|%Z(jNwO`zd>A#K|CX^&eC=Udi(Mb+S-y;&2D#sUqo zxDcl$9VWUUc*G}#j|CCh?|2=PNattSc^nM*)T!v+AsaJz&FqX`(nhXL(^$v5{Nv_V zj-Lky4eS$mi4*9h=f_#%6}IB;mW)w2Zu$~dcX8tD9Cp02$l14pCCSd6v1(0EJ`fda?7>PT{Jx~ zwR&Ji3JC2V=$FBAR&QX_{AYXRpLjzD)Kj5_aDB$Qco`7V5;f>*O>$O@4GI$Z!ZK;R zmAKV99Ox6I5<@MWM}m53Z)*{8K9N+T@yglH9$Qc3A!*cu%ve6nBET0LS}<#U547<_5gZH!dx%L)v2{>ZRGnVypT$iDx-U)?MRi~~6ia_*Lg$I?1ulDpoe>X%w*!3z z$Fvqs4VY{HeF&!_J-bQMbZ1|?IfPlmzw){Evl9hkoq)&v#$O4nO<+El& z0N+FN(_T5L|5bIw@x61rn}2U8-i+yDTI--u+wya{Bo`-Lk|*Qo=W5NbcjV{{;oFf1 zih6dk)IzT-+vAB$);)NNp3SatHUxD{zS3)bPTc&^r1PokT)+lj=el6+VxUWtUZ=6` zx9{jGy@P;ZKg)QXhZ6(kdK<~jTK0jc9>G4ngD(~t0_V$@f1bA8UP*aHwP!VU9g{y0 zGs34>Ox+Eu9uN}E4(P0WM(Go~C6rU(*~Oe~P2*FB|*kGYP??5PY>?cVh znkmg4;Hwg4Ga2Ja5>pJLV)^ieypZ0kr@SU`Z*em&bLPDt_Y?>I?Fw0JSF9Z6QGh&od-#wD;f(N89)cNn|JElf3ofU#g_4$EB2h7O8^EnE%X? zP~TT=j~PxJ_=@D;?I!sJ{u2{k*#)IyexrUS=Tk(7nqhF_!WAOrnb3^?tfs5?a&SIn zNceYE_$2(E61HxHkmTx<%wU1muE&?Rb4`Q-kq-Vt-dcJ4cMJ&h^tv@cJtEJHwb%1P zH`~aOKK!O>iGONy(}b^a=Q$Gp&^1FV9Tj}fjLCcGc6{M+bmnRF&ZWXr@B^QRxr&NF z_D4_KMt2WcZ$UNdt$foSI)nO}EPdsPSI5Dkf(D_DnbvuN(Q8dTZ~EZZ9}z!Gp*39T zOEFHJsD_`pymvS#oV-N}p-Z}qynU>A76*c7KCsSVIM@1`DoRaY5jP4 z&%>Qq__+DB^#vEJOT?JyFl26$CiYLhi6i`a5&X_%I=u`g&JVGkyccwg=d0RHRWSmG z_3L$ySXjJ5i+s@j#vostNRIDnwsyx?a!a3gTI6B@946J-Vzp{#wTWCjdAZb2BnrK~ zOf)1)B}Nh)DvY!n<2GcTJ(>QBhBjQ?(8f(&8@*%msD>xS!+~k9ec{T1`14xn1{Rm% z-tXw$A$R{RfB(J_Oj)|cb=Iw__BIi9bWFXPs+=-;dSb7(40u;h`;lt0!*cN(BW_YJ z)OSu7%W6Jx>Tovv7)(jAx(-wBIktXLjyHM(B|c%uKId{px2EopIW;db!%6^O(lX3s zG*~}$_p#QZcQkU9k{`$rUpZ&ECK{!qz!l&9-jw&BX{*)QATRO9HIut&GN@y41KKb3 z+PUe!bM_6>j5D?6_H}J8)ujOOyXMBk4!#USBc2zc?3{Yenr96BmVJ}Zm@y&V>Vc(> zwy`$i1PmvAFS6M*4^k`5yiR!t^&=mc&eO@jaNP5>q4H z=bV1)+&eY)&H|~wdp(cQ9z10{Z5$wrsq~1}U@EhU^8IUcF?ZzHY3ecMgcUuRg zXfQ@-7x`Loc5fz!u&GC$`y;H`rRHj11TS75Vzv0yN5xiu3NA!Zu&G)H1qBI&XE?s) z-Z9&bQ~AjRbNbu_kJWkDsI*v>Cg$F6tfPQvKEiE$JJG3DJd+S@t0H}v^L#Ovt#LYN z#@KWKrzVFVgHlRlk(eYc3krPW_bjRz+#;01kJFVA-m5;#KTg1SK=rfpTD zAx2hngE~4K&%}x=i+HkH&vB;yo(JU4yxgLoI}d|=CDd_%tE|B$hT7&ZWAL3+yF<5D z4T>jVGnaUkp?w=lIE|Nv*R7g7@6T~VVJC2+5>{`A{{2$yzDk*DMH8isWHu~Ew3=}# z8oTCxW#7loZbiw|kI>>@`{s_1DcanKU~0Ti|HHSAtTFyZ=Tm;%Wa#6l7WKe7qX!q` z=DY;oLgTDPWTVm49|Wogs1uHVsLZC8>N|s zrj9La;w3f;*40Agm%#FDoNt{-G0(MaEkS#02V8}+=`TYT{BB&(9bJBZnUCnD*N44V zW*BqfDHNmgCa;F@oaeptrrm|UAQ(tTH@(l`Z6Am_^4kL?dmA~c|t9Q`}g;&+1k@3!0~qKb>U z&wIVoUBvp+YBV5<1Z<2(*6>`r9Ipns&T|5g$+V+nj%6jB&8ip(=13Oe>%OzH@lhSI zy0CT#a*?VkSMVt4IN;kpSG`*BUQyj7X3R{nIwB(Nu3c?d!RBhHu-D+xx00!?O1sjV zaJJiZuZ5~L&X(LeBpE6vdTk*Xa!L;uz$6;<{RB4`uCxM*(TF?E>@xFmZsXbbbeOdu z%LdZv**;mdf7Tx~))A!f4#|Sb-MJ>$CO7N281Vju_$K(Dcx*COg!^KM0z%R9Mh=Iz zj_>2u`E>H>VGgPDa>DaiPLWs&=#`P1BYc2O3nA`lI7s{9w~#L&l;&i_oN82tJ*lj5 zfZiM87vG%yA7Ts0tmA`c@KQR^_&cFXMTUJe`y!d)zuRvE@`?>^iXzyT|I6$7=ch0f z%V{}4jmZT6)n0cOq=gv`&$IqcE)S`I=0_H;*#tOHE(3Nf{dVf9_2a2mk;8 literal 0 HcmV?d00001 From c4930abe24971e120eae55dd089e3c86e8ca9c72 Mon Sep 17 00:00:00 2001 From: jcybul <46726471+jcybul@users.noreply.github.com> Date: Mon, 28 Mar 2022 12:46:49 -0400 Subject: [PATCH 4/8] Update week11.md --- week11.md | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/week11.md b/week11.md index f89dac4..b158027 100644 --- a/week11.md +++ b/week11.md @@ -1,4 +1,14 @@ "Mapping Color to Meaning in Colormap Data Visualizations"- https://schlosslab.discovery.wisc.edu/wp-content/uploads/2018/09/SchlossGramazioSilvermanParkerWanginPress.pdf This paper focuses on how differnt colors affect the way people interpret colormaps. they argue that when a person reads a colormap such as weather maps, neural activity maps and so on, they have to form conceptual inferences from what they see. In order to test how people formed these inferences, they created a test where they used different color backgrounds. Finding the following assumptions: -![plot](keyPoints.png) +![plot](keypoints.png) + +They designed two experiments to analize their hypothesis: + +1. In experiment 1 they evaluated how the background color influenced + inferred mappings when colormaps were constructed using various + standard color scales for visualization. + +2. Experiment 2 directly tested our hypothesis that there is an opaque-ismore bias. + +They concluded that, if the opacity is consistent then there is no effect on bias caused by the background color, but if the opacity does change on the color map, then there is a relationship between opacity, bias and background color. From 58892a1e7f6f08ac90d95749c8627add38675e7d Mon Sep 17 00:00:00 2001 From: jcybul <46726471+jcybul@users.noreply.github.com> Date: Mon, 4 Apr 2022 14:58:11 -0400 Subject: [PATCH 5/8] Update week12.md --- week12.md | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/week12.md b/week12.md index e69de29..6b120ac 100644 --- a/week12.md +++ b/week12.md @@ -0,0 +1,15 @@ +Paper: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7918044 + +For this weeks research reflection I decided to look at big data ans what are some of the cahllenges and methods for vizualicing it. In the paper the author argue that visualizing data allows us to better understand trends in the data we are observing. One key point oberved in this study was that observing big data compared to using raw numbers improved decision making by 77%. +Among the challenged of big data visualizations they found: +1. semi/non formated data +2. Setting the dimensions of the data: when done wrong, patterns can be lost or missed +3. Sacalability is usually an issue + +Some of the suggested tools that they found helpful when visualizing big data were: +* Tableu +* Power BI +* Plotly +* Gephi +* Excel + From 19287e449f23b6021e0c5b63e0953e31153b93fd Mon Sep 17 00:00:00 2001 From: jcybul <46726471+jcybul@users.noreply.github.com> Date: Mon, 11 Apr 2022 13:50:14 -0400 Subject: [PATCH 6/8] Update week13.md --- week13.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/week13.md b/week13.md index e69de29..7603233 100644 --- a/week13.md +++ b/week13.md @@ -0,0 +1,8 @@ +https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9495259 + +In this weeks data viz, the researchers argue that data visualizations have become a data format that is heavily shared and reused. +They are planing to use AI to approach this. + +There are three areas of focus that using AI can help on: Generation, Enhancement and Analisys + +![Screenshot](screenshot.png) From a352c7ca03f05f50339affd55456c5cc60da1ee5 Mon Sep 17 00:00:00 2001 From: jcybul <46726471+jcybul@users.noreply.github.com> Date: Mon, 11 Apr 2022 13:50:43 -0400 Subject: [PATCH 7/8] Add files via upload --- screenshot.png | Bin 0 -> 114377 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 screenshot.png diff --git a/screenshot.png b/screenshot.png new file mode 100644 index 0000000000000000000000000000000000000000..79dfa1883b6e64db5053bd1993d45cef54b9e976 GIT binary patch literal 114377 zcmeFZWmFy8(l&|(cMTBS-2w!63l`knAxLm{f(8j5EI@E~cXxMpclX;Qd!P4w=X>}0 zdB?b8Tt@d=y}EmL&916hv+Aju1b>ndLx9DB1pxs;kPsJ^2LXBG3IYOJ2n`9GF~BDv z1Ob8nY$hc1NkT}7@RO~zvDs%M5D@X;SQRK$1r=OgCsHCJy*KTVDA(VK+jw+c;6=l1-I5Gp1n0lA!yB0@hPJfj&M4@ z9fYX()9O2n<;+$!>cxyo2^m8n_ctI2)bTV!p!^5;lPsam9FbxN;GM_%&EoLh*QP;! zE`sy~`XYy!aIo1lHW;0VquO9hVNkb59&L#i?9YWLp7iV{5C!M*A)>Y7=Rb*dvb^q+s%pJX$T z^gpcC!_DKCLuo*p3nXcPUT}Wh2a)e-KdXC+AnxQ~n=m@H z%QHx?G`Xvg>18nZQt7Cq#Fe{(<2P-4$a2@)RD4uhA=kWNHcO3s_6V_p=G}1J)>6z# zQEhzCH$gyccI3O5a%F#Dwt zrokUiX*FupLZY1g{Bw_&ms>u$R~FT#gdX4_$_t_JGI;YLP7X`LI&;jagKx^Z&Oq? zBGTNEXG9wWg%hBngeqv|EJgYJhN~6-6#N4;jsV;T&|&Y;RoGg@@)tyNL^B}U=h?Pds4JMfzF_JiGH-A{ZXvFqJ~`Zp^riD1Y`(z zq7XOP&XM;7w24mS;IlIBbFs|>>(f0c;l2q(k5QQ-a)Q$d#Q&rjrLKfr3S|39F&et- zPzmP|er*6U(fKxkY}@xv?=vm_Kx;V@6&n&w2Xz@vA-=`ekvrHQ%MzRlRV9@W{g#{7y$kSs!Nz96Tkotgd zBhS8u5G8Jid=%Vl!;p<;7hDlM5S$eJ5M0!WxNe}&7c9(7&Jpb^env{47peGho_}79 zQ)ZvkAsX`idsf=_-0z85ncsKfgubU{y*7V0u{-IU&m=xgwD29g_so#j1=EGhg`zIe zJ#kSQ|JSbkA(cRk;YWHSqO1^kSq|wsF_)seJhQC55)J`{Uv>NyA1}POIfep%oaDMH zQcx#xCQ|1V|2)pFmbX^WnJ|6NrA|rbr!1}^P>_}Ki{~eT=~$I!)dzL=qC52|bp-Vk zb%x5m`RaMvqr7>t`PliuN(PIY{YZyH`&mxS6c^4ZPBD9{{mX-Kho0T;1I%6enWX|Z z?VCh=i4hqF!HAL?Ve7zUiKZU=Fe_=3375;R%aqHBODm6z<|bY-K9v^D7pN!4Cth$K za0Wj`KYc%Qzf4Fi_%OYmRmO8{8f++R_O~YpL-1-}!8(k-UVTmZYW+5(((~61tKIDTT?Brq;#X zby)GfDy%w2!>Zbfuo;Tl-Q7vpshv9uLEGOv zBDK$VtUnCneE1NW%+BQ$Mjm!eK!>lza-R)16|g10DZg_*8oP#bP~TfMb`_BHP2=l= zc};~?+G5kv#gbF~3SK6=@nV9A!H=HCbDQ&37ezPCi(f9HuERH<&)xU74#`gE*Bu6u zj(L_JG)~w~B6yp5<7I|k2wUQ~{t~H#%x>!TNrjQ+1B67;Q?X+@c}hryCT1YKZiLZn_(oPsbS4wZQ-$U<+J`k z#zSl3yeIDo>)4pIz3;vYPvSaOgl8qEGBy~@RLxN}`+VVS|5$rw(X$d-@eQqqwcF2G z=5hY^0p=Qp1=TZ^KRJ>y-L*ZslPTB^b%cB@I-BfB+BN!JTqEpNFh- zBeuS_)7zKOLjJMs+9(>8a+l2PoK68g^neDh)M_Ve;#HAkEs=CI3$cvhzeZbR+q#_GH2i}=A4ZR9H55yAfU#()-D zTb)YdF`du}Om+q)jdI<-4eN~NJen!$*tq3Kw$p_o$+N7CtfK+$cuUpmyf7Wd^u?ye z^2ZL_<#V`|Z+FG}4e1zjH1jI=g^T4OwI3VzyZ0lf+@^Pnsnjl z7W_EIte32?xD7wXlQ_e}xW=d7&AQ*3%%nNhs8%ZyuzsjNf4epN-9V^EGW@3Iqq>{y zX0r1lThY;RUob^U$`70TC;P!YI}_rOWbOe@w@1yMlx(wsu@vUvYKh zdbu9p5^;h&p|2IIRdLkW@!SHRfMRXoe6DX9$T`^UI1P-)C*!GqNVvJZvo2rZwP$b< zbd$fETsJ#ni7=t#iQ-Z5OuKZuvFp2NTOQ}Lf0?~(U+a?f`ugmWXRWVuBe^$_t}>v5 z+p_!=Kci#$1oMQnjNXXtuED0uUAmL9(ok_SvCM~;eCKnSzMr|#vn|V%c8q`lk04Pi zUwp0t;)gIa47oaG1!B4fGP+jxjakA0QxP_UvxOSvR#w$PTQLL)HRvAaS8^aDte zNA7tp7<$WTUpmOutEo6RvAf_}RWdl!Jfk*dcs>cQzG*&wd4sDFi3;`N$qj@bAx5ea#?sOt z)W9(`2m~k&$Q$4Y6xew|asPEJ3Q7qA{`))_2uPqA2*h9a$N=B3f04lc+UCzU`1h|M zP{1!#V0Zor_V?XyTz`W9eGFO%TmunM5R#Apz7-5?jf|}9Os(w&^_rW36EHU7YIYzX zm}IXzsDwP}De(LmGeuQ8$KX{ygOG=Lj3w z8Q7ZH*qd2f5xzcGPv6?Xo`;zDmC(Qb{`Awx+3bHPS=s&dTEGi3yk22oqGx3I*Rz49 z+^=UjKbbijeO41Tvjlhs(BOT~{DJ%T{r}gM|DpJAEmi-gCDVIG=6`ScZ)Ztf7`)5+#0Ht&M|H2zWpGdTyqqygAz5CJsOezv2KzkYdzx5W`77X20 z$P-k}^Q#k-LAzli}*8lL}OY5rFZ{eMzv;LWdI=BgxlA092#8uT(hFI*Ss z)`>^8%Qt^E%Tu}#&r?kgJFJ?~7AWF95c#d8$jo3|PS11%UiA{w9*q*7OV3G%%TFcf zH0r|CO59T6d1^|CbRL8YDUn(V%JIJkD6&4%_qe_#!?&6_1u>`pXuK{-K;oZ?l7fnDd&C?kl{Y- zRPCy>dbnP&HtGt&n67rc+Ly@s7+bg{+}wCME@|%nB-UE|YONF+8#=^C{-g^C9+?-u_sc zqOE8dPKo|_25Y*9r}N{6ll~bUFH0l7n?<`Uo3(b=x#eMfk)?Wvtss){(FN4IlRyH` z$eLx>fqA19kDJ)-p(KrgN5Mau^ck#l8IQ&D$DmfJl;hEI$|s{xOgh@55o_9+>qEk> z8=AP$=Igb`CfVc7(&t@WOO}xeQDU5cVp)L@l+y+@gl4bR5~h@{mf`T6ele&h+?B|Mh&A z5OaW*{g?=|#WZb`MHI2fCeR6t_vL5fPz3IT$gO08J;d*VMz15&*Oi~2$OPC zXSef1WJI>{gTSDyQT_A%fzecTgpqn=@H1dkDOCmqzQ7Sxmx9h`+*P6W1&`CJk%kej=KycPMyg(+c|KM&!THaD0_x1K zmoaGjQ&Ras%0=pZ02^{|L{>&F`%vlNEt%l$BOk9LBC(EcO7%K6$HWM#mZ3_Q6LsMy zGsTbu9tcJfpuvjFRL-nUCuI5VT*X|jrc~Z^eHE;cRuCZr7Wixj_!9Z0Y*2F0`Aat`FGr4=*8H|?Ybh50h6-TE*o|EQT zUv+r31q{IWBd9C1om3UP^*<;A*_}4 z;9G=5jb(}rwEBR*z61i!d*q;Y^7M&dGyXH$M#97Ela-Z2@`Pj8$Fm-d0RdE3rvfS^ z3>szhTAxx1zOYkNjDd`sG_U6}(NwwXwLk)V2fV``mKDA9#VQMxieA}Qdmki8h(}z) zVS0dR(t9N2Mn-xa{+3Bl<2-?x7tq99H8kUvlU#{Q@o3VgJ!kKLf%_gPw3@47n0u1oPz6Pm9Jg0M;8TXn}mmX~n}9P_QHs z&p(p@L<~Qtu(n-(Ur^H=s_WRcUMZFbp&RE;vfXCwM)(9h+UooXV9#fc-yOQF%78w} zJbadaaQrN^GWiP%- zfY7a33Z}`_V$B*KPc>Q>#eXmR?E8cg>SI-jR>O47NxSow9oKKair*EQoA1P7i;b!| zz|=GR`P4sYYcl$UWj{fQw4Q=*yh-zw<_V);RzrJlQ+RGy{k8ym8aAgY zkn3=v2aN^AzGNT0Q>M2T(me_R!jFs{ly{9znvTUlcsdj0ACHCx4LtyjZ!>R}vt}V5 zENCr1TZ;x0=`9P^;PgU+*MJnQMBuS*7qM9(oyIM=Kb?1600L3%U&3QBHc_O(p2%$U zanOTkwEoV#$6MoSf4Rq@9@h5_BdyO7m4YBcc%5M%D#ycNMNvlw-kbSY=M*7TE~4E~ z2~)o#-rXVBzqK|HB+O0SVV9xhWEO3dLyMKhZdZWWsatifrPH$+G0H3*>xu6&5gB5b z^mehP0p$I`QQ9n0h1Ah;ysozaQmXNYb($q?I;O8>;pJ%u(g22vW)#K1FNx@1CL^gX z(@7W&jz{CqF4DSZhcSv~8KB>dy;Xka`83Ch(;($MqM zTMUNglEEa0ni#65G{0MCsOE#>hRv_IR;A@_ScH!-u4L~+Oy5OCBBfZ8-s1XK#i{sS z#d`QpO20)684cwJMb7&6)+hYx_H4rlFiQ8AtAcHer<^OQ2UM5c86B2@`reV9&R)7O z->3F$U@GjLb{Lj4-GuZ9$_&O4cqy~cX5^@d8kN)iEOPy_t-2y0Ft+A)P*h_NV=6Sd z?MycK&SwGA;EkcR-Eq^6_TEBG$xJbz&zsZLM)JENA}JYkV1dMxc`9HO4?l^U4MNPh zzsweJ7ypTtd*OYKXTrW44XBXWm*y)W#+xfq=VHgB+-+WzKv=yz{;Dp*?X&cAyX~V+ z#B{}?*Q8`TW`gMv8)e};dTZQ4sQP2iD?KchMgk;V3HP@5U4n#ZS3P5wE zj!rPoz`8h1<~q^77J;9`0iNILYaIAU2CMvrp-DfX@nsF4Y0`QKSE@VBi@=YWLUBOj{(3na_|gF%g#i=g16}c ziHEo9+shmsqGqEMWEej9VNpDmC3@?AYdufe_-Y zNIoqub7Uqp$63Cf&p7N4P$hgsfHT_{ZM`$xvW17yd2|eA-1{|xeQWMmlS%!JG1p1* z%i{(|%|blW1$gtYbUQ6-Ex4^@sWa=5!diQPgN+mmBlbW!l+hg5mq2{iTu);zt~h{k zYqp>hiqfB|=Bq3Q_NNN8o)$8jM4)DPy$rGk#L(H5dN|FT08~bJZZrpA zu{^o}-?FY=$EK)I9mX#Mht*s)iOcDj7I5;a;)dcyLNP_^gxU+GYOr&Ak%aIYoj$KL zYn@n~jARgmwiz|r)smSIUa(qBix;U^EtcEj0W#}_24pt(X295Cj91KM-|#vI0T+IENE?BYjnl72uM#~) z22J|iv&R|OS{(8R$jnr6fZb?8DIy`lGfb3%)__NDG?mYjdD`tozpqjKSPQ+SJ!;jFA+?&F;Lf59ubS%Tg zF+kkh3B!Ll^-Gt*NHSne(ZX1gD$RhtgbYPi1}6 zoTw1eL`+0?9a|9~K(k~X$2Lh$2aoD5`b7fnug&6zE=arH^#R=b1@Q0gRmr~&0?{oE zFwNIw{^AL}UbRF{V_FSU%ON*L0P9IFw(2{Ufz@XM>*j=tTDsog1h};N>QFvfpeNuU zwruDno(*RB@B7Kk#qUT>W>y5ioscYeEfCSoYbAZcHn2XTp-Z~EAzG+3Q&4MkF5`s+ zYifmQ)~LT2=BjET{VcS~3ZdJupI=b8yMt^uhTA6%*XF`Jr_9ZMgvfE9OY+%bv1R?vX;c78O}Pjh5)yDF{?>I zdJ|Vk?g99WzN@pt{t47JN8bJ*x!DK~+qmydBg1f5KbCY4VmC_8J~*Eegw@xRHEOKl zf#(53_WZD7WdGzb0+^8=U)`z~9OFay;Rbte_w&7Y7`&3_;GSL*G$;$2W&M767`!9l zB|gpZ=0y0q^n#O(3?^LW%@(X60?%6k#;K{q(YMX_`vtD7=MjLz2?!<=m$R@?y(-`R zelKTu2_myF=&N~l0U|EjVEK5t38L>P98+u1)Z3*epc94hshygp#uBPF$g}+@SYVp1S0N|W7Syf7u=Wj zd%Qf|IB4Idbb0?^(c3o!W%kQEjto(=d(_Y@@AoJ3Hn{x_ zg?2^Az9QmL1HpKK62Yx|;E7W-BNwD6n6zL6MA?tvKX!5!LOI`OTE@I}N*2dv$Y^|P z+|FoybIx{UGw0$EOmfVnqFZ9?ZfKnV5RO}E_Ee_5$zFZ8QW}lQej}xF=EiUE zZ6Uwo$`$tLu*WLiM8{dls`&`CMMOMhUaT)n?D;^rdjUm35m{=8v<8F;*#e38R+ok! zoA^hE6Y(Ri9uL?pAyI!G&o0ii-ml6p8{N10(eW6{)dAYIMy>WbEDlg9U!?HZV65mz zTMa^x#=o&In|^~%;`ZdFy1Y;CkJFXzolUPJjDT0I5=K&6(0$irb6f%od7V@pfI9PC&EpiPAAz}zG34aiG;pjQQHl6nE zvMsUY>(j%%4XAoB@}2O!#Sf1+9{Pd7DhQ8-Iha&Jst{DEqcY3Ke>Cm~+YV z;b`7Sq_Dj9+n)jY76KAJh0so?pG&e!jVma)U?n+Qg}}+R#~;Bjc}uTu!Ki5Kp4Sah zaH-lLMQgVUBsY<0BX-522|K9EvBa_33a2>K&l6m5yiJ!zPYh7P{ac8Sl61ugmaT0H`(`-C~fAO%-o)$yg z-&3+O`BMOVV22h$S@@=!qJcqMDn&%d4E2#l-yQ>ILYk?oJ5{~Xl!&3}^1Jqya&_MU zy6e#Wqvt(_>k$L#X+*92-8pw)cO}WK2lHMRmQIY_Fh>vV{k?s2X@a+Pv!gKp{(z#M z5;9tDOHvEoC`J^ysNkk!#kIPPYnPuiciC^ASn^rNYlzB5b(I{SMI||%?6P7gR-Sf^ zNC#=}mHDfoINtD|zIb*Zu&dVTO_|?xg|c-W_k-vco;3wlLtB2AkWmpBE|=zY=M+(T zsD5<6A-QZX&jZj`Ff4v?2Y@^h|Ww@8* zris?YX*ia_*q=!L8s{fZ=1LY8HrHs)W|zUY?DZ$y9SK?whQWNkM0M4ZZm{2z*OCW9 z!pf*mU|s5JDNh{(^bLbJ(ACUOF9QJZQs5V8fbui~fSF=OWe@8Bh*7c#fTq)qouF@d zTr0J^by*fUX3_3T6UIU|m8*FeT7Wc|e*_Tro@!MTPTqdoD%k9|xc=aJqv4YioAecD zie?~j=Q5^33Z+ z)8?$YKMye61c5?}JFW#_?OWa=DM)>L5el`=74B@imK^MvP_y>DYGa^*9Zyvc>(@Zyl9pZiN|qoL-r zCjGkD;9=Ql!AADXV{?XoGO*B4KF9edHBwig8(I1yp}kP%*IOkEUhxVzPNDHjGmf<` zwO8BtOc%!Ty8#;fwNS$Ct8|)-q|uHi%XqAA<8#Lg1NQY+?GJv5J|VV@G*h*^epO6h z-;)fTjDqg1mK*1O;63c5dF>~1+H3^+>sod9_8pD@=-0m>&9eEHn>N?I*$vE<9rQo8|Y%=ot_f{Y6^TEN%hJTilpYt8S!F|2dV-+maWcvVFRd8<>Oe7>|EV_+DH5!5NBw-=u82aFbG?(&T~tNT7_sh$M)MNyceRMY6Ed}MMe); zIiqg3Yk@n7!xkeaS5JTqM3H*K))z5qfg}zUg|nld_H5AKPJ!bj{8_}82DY)5be%6s zutc=y)oRE~>BgO}v46faT*<;ouj!T;6Og`^8@cmr;uKe5MX*2iHDcDC_4qPSsF~L| zn1;6!UqaQ(D+w_o3jxYHK_M3Yj>-=TXSJ~kA%hE9u={)QN#GM=LB%}*(APNRbR=UC#_$a zjoW{wJel6vAH|*cf6c=lJ#dzTtE=mBfCce8zXt9nRRg9&HP4p?$zvG}CkD&2C$@Eu>v82q2P63%4+@i> zMg#ANvyeFW$@$pCx~1Kz&65_|QK&f&eCM1REYCG}l8;03XiA$!fTD7d%qIXH-n+Vf zL1udAOO0CSN0dz5Rzj?aMz|ILmYJ*F43{E!0vJu&)2J9z+k3Atip%!>x6RHix9e~o zlsOKG7q_Paa0fcktx#I1nz8m9cHm|VlQ)JaJ;^VkGEG~bl!7F|^1fZJw7ys4ex9`GYSD%rrKn%zlMnkb# zyq>O93J+5k7@>oo(Z0uzhWe;aKz8u=s*by2?w73r*|{0sFGJf_OZ9y*R0@OolQ}Fl zxQ}Z|o|Nldx{Po83Q7VKf9#486KNx?PZPEw#Oz@ibkp41uJ!Mb_>ZB9$E)`EJ+J3Xe7&iL z{eAeMtHjB56DO2LgHT8edn1X4wTiX~p__8UmP`oamI@QfQvVe~XnP*v?Xl<goM%g=K2zVkmrT*iw$e0G=R+#@aUf)yf#aInkn zi>8nSaQ-Xv2VKC1b}XTy-g`^N(T=U$z3S~T^3TyEt{LVdlXa(indl0cxHBhB3Oj90 zYW8mlo9YY~%%dCgW9Ro81hv~tG~XOb)vh1RBFKRO1)XpKz`dpf4aj;?)5TgAbze&3 zL*>*bIK)VrjRr8A;Nj@dRLQkFlIhZC@R#s*AlepqV|zSPw;!^llOX7crF=^fd=_Lg zMh^l}FMzn1RA@CB?qL8c>Di5~i<%^E)Qvyy$!M?f;p#Ytt%Nb^h@F(-*E3q0#xA1GNj>ki(*eF`T=&;wKlcsn8H0xt;f!#^G7s*TiTv17!j_1=- zh2~p?riXch{{G5R6a3G;zkuNF{a!y!QE%_Hy#{Y40IIXG>4(HydV+d|2i}dG z6@^KwN~lzzJVpO3MIJMiD@XD>hvxH+2*}=v(HoM>7|awejo&^l`;KXqK&&*BG? zUb-$w&Jy)r^XsE)GkY1oL)sPJMNq$vO!J!Cpj=L@sdFW&b&K)xD!YCfll!VvEFsJH zRH=(TB^4n+Isu>nBcF#a%#cjKMoml7*OBHE`Nx)M-8x`KBBW#SrY>e5e>lLj#`X+6 zBSw)_WHkD;%Sw7H0ceUj*eTMAcpbvMSQX#dcNAAIpgtqkfxrmEeiiiLV2kyDH~x4g z{QR@^piEPJRV*(L{d*umt@j074+}=F3}p&Ofqo4Nk4oDlU%Saw*~Ies@vdHoO|KoI zi2)LS$v1iL+sjLYU`Yz(tLF;{=9h1)Z`Z(9eNvMa+-!tg^JrIK z&`D%*1Q>zRwF>s>LCHaMU$PPjhL*>2sU$XO#-I?x2(nC-56^x&+AO_cCm))b6x+|n zB7{m+UX#^}#DGj{icRK6jQcl624)|!-SBt9?j5$iJ4$a}Z53?gd0%@rs8LUK5WZpo+34v0E3nG&}{ODA)4v z=PMP&UG7gw5+afSx*!DTX-C%}m^DM? zGZX>Z49uE9omwO;7&}55sogf+Hw|?6m$r=FRL4Ai6AjNtHEpfy)Iw(`Y0b8`cw-_X z(vi$rNR?O{2VCyE0<)}UV;Lgzd~|WZMC%2V9as$NQusk4pjIk~ClH5(6LQ*%&$8KW zia#wK@cj*oy%qzhfxR5glSwaJDt%G+JXeC4*XvZN%N?4tHQn=jbHoU#&ctGWWMWV45x zPs1CC+O}RYT2BYt?vJn8j2{^QSfLz?{LSI^bZy$U zk>Ta>BI5eQ(48&C<9aTx7uiAwwyA8_1{bg>o-mKUjDwQhjfq!#t+u&0@WHTM*x9)o156HK3f3^uI zD;h6UV~OCoDa;CV5T|fK^Xx(u!O>bjL{9OZ zJfAJbMcKh0RXt?WKmcfTxjUxaV9Nu%QqZd-eAYFfJT>FhC^zqf|4WqQMOp&`k;W~k z@pMv4KBKmVPmm9)#>suGHoZ*foNEbkoj$vVP~aU~v-Oi|gR%Oqh=IpWiqn4mI$sck z;{mgUP#D877P1tUFT;i^kbb4*TonDS#hxCWJ3FcgaN3pR0$FCJI~v-a{x`;rA~G~?>h%_BMSw<$X!%V zwrPh^*5->+rMgtFy?w1r_y*CPyGj?4OGv*b4n2E)`&84bXM{AYa)w4B6SLgpwnGKZ zJHjMHs_n}dnn-aCfhBm-coFUqd*B4yRIFP2{SS=w2IBeFE=P0DBnC)SenpRos|l*W zO{R2;XjX=$X({tm$Oc9*-1GI?y>+~;nGXbC&1p`=TPmx#sstiVhkeB(Fk}zF^HbF- zHw<>n`l-@+hja|KCOVopdTij$p)Kfbx#2mw86e&SsJ%a=?NIY0DJUv5FHqy!)*|Xt zq{rE*9n=`H$gXNWGuYB=(MnXm3&h%1m{%0O8~ks-#jh%yjS3-EiRwfVAfBac)x|~w zX5LI701J`5tgR^Z+9AO;3=5{#hu>G0QuS)xsFg-;_lmgV3Xn}6srSx=7Fw!Q-7H+x z4HE`;cJdF2?<)`o$p#TTZ252DQ;Rg~n9WmWd^Px`Z)F1cnw^m+neb_ARS;cf$XHpj8uMqIC^a}*@_<7LOe>dY7im3toONNz z<($tNM8Fu2+)6vY2za4C$ww1X8{Bz=BQh3n^L=?Fi3mH^AOR^1*4U^cVF%_u|JQnl zQSEwNMfWJ%LO%ORq4R@lyu0Gjs92ib*@gR$SLU(jT5(O@#aa#fQHm9aDK_sLJ<$pc zj;0k;xSYbNM+%aqV4Hxtu_z9^?cID`L+m!t)kD5S2p#FyqKK*kAo|S$Q1$8Z3%CGn z3KV)^&ixe%!pRlE!>ZFQolO5inRa$3O)*tK<^A0842EDqp6H-%|QNylL4>FbIzVlFF)cC?C*$6xYdMo6exW{8dVm4-Eue zS;sF=m6mSuB5@2V>Y@mHR22AWGh{w1U=>uC8R4cY50`srM#!5=H?NhQ4bH75%zLSB z$0!h9EPLTx$C04mkO^J2X~Q3AM|d9!TR#Q;#`XbAJv4Oi|%_^^r)RR>%}ZsCavG0i+KxgSyD|)Mf6@ zw}vuyDEw!LgubdS98Bhs;BnfQ#yxqeH8>VwAR|7s25tbDy7f`B`4n{`hh276SbQo_ zVlt&Jvkj+B9@eq~)Oz*-MO1Hm8#U(Z>~i1JP} zNDgLsFOiT3RyIQ_y!X{K*;MfTF_1@!pn&8WL%fx?c``sk-1uDa7}w$c2cT#p2We?y zpm!EZO}P5*e%&?GOzrl$$lP{LWGKrlGy1}E6&wp1m+kNjJM8+pdco>K3CbiJD4kS; zqzAC0N=?tZtzp{K0cR|MhfrM$pd@yj{$!M0@Y57fek(bVEqz6B?-Sez_W=pI#>WO* z4^@AtRm*>6^N^uEe|ChheC0gxHPfjI#9WXEuA9P^)lZFD%Q{U0yy`arg<3BGpC61G zQuTovRJ|?mvdYO~IknfK?R|U=EeHJ2%}$OBQUDSIwsNu6g_D~8{3(KgzyrQ`z#Hx> zX*r2pYH)<3b&AM!PPl&Xlp3P;Mcn3nK=0QUaWQ;F+<~o^35@Y}?zE5G=<=e@z4q9S z?B0{ai@HofEm$0e%o$&)DC3<%X2>K*_K#L20ssMf4Uk*`jgn^2iTh&&|6z@R+3S*& zqaYWMzbO5o_aC3)41ks2+Zq`E69)fzng9GGJOcQWjmL!a50w6ha*qt4*W|9o`MZz5 zBZk+`{-4{g6u?$gl5B(iCyjq!jzQS;N-v&4^1m&n@u>uA3z8f=x&KcB|4A<%pm%w0 zwD+fv|NCd8Bd~B}B0K@=KbZ4>{Pej*1?Xuv)295Ml>fcI|8_k7x=dvrc+MRH`ON%zEG>#}@&C3Uy@W6Ni>-2zbgWni1!*I>7rdOyBSe%`HICyfTI z;(C?|^4{sK=xx`AnLH3mxl#cw^5(>as0K9&*g z%z~!RbIeqVxslHcKxU_i*YWKzRZhS%Q0OWS5bdzRQx*F?1hIT-Ry;LMA|PQ9qRe6_ zDL3IPR-M?ugqmEheu+mB`;;)yh=aX}0!bUG^O!n&R}54z09EBAHL@`#V!z!GelQLh z5JBreM7&G2;Y1d(o097#C!IEe`x(7Gjh)I-E}-r`Pd@8o_(}*j&nrn}v-!%r&kNPk z$q3`T4~IhB98#^&P1enK+30lY?*m6-azw$_$QaEhDJ}8NA1_8EU+cO|K=B}X(>mOw zk63d?EppmU{(5I*Z7|1lC!liSKBdU8@4I}yA{E`e{O-_t6)PSP0;x4ZbH4|ShA7P2 zboN06c~PIO-Zm*Wu~$HYQkH}QI6cFiHm1g(1FC$hx5v1-86YtxA-5}yB91Ba*XyZ~ z>tea~L=Z5%F46!16IDdcT|z45LRHh{1=F#lE!^P1*RkrOh|DN>;tzvn?`Oa21GO(o zC50eQ{Q zy6B>wN&{@%Wjq8{EvRp9UCgmJx0?JK#l4m6g#A;K9O=yfj6Dy%ei`zKv#f)!ho?Jo zfaznF1=@*zvfUEgSU@5Ae=5W-0lAh$aN>xduo*F)uB4N`wp zb}>Kjz9QE93FV}KoOID_V4I9LqXex>OEf$!Oy;@NFSp}KZzy~&QA**OPRHP8IFVgD z-oIh=uy5C426CP{LaCsC8FO#%q)}W^aBB6-b5HVDslOuxI{uZ8(-cwjYgigsz;YPL z4k+;Njlg8mvG5?d)0mLOLYMu&Kw3e;Hu*G=79#)kAX1T5s>>gs_oYKIS))mlTRSqZ z8jVZ~2GkP-`0HxrD9(Hpw9XGM=SCIhdF3T$Q=Uo6H&m)iV?WM_-x>il$a`hm*Dv0w zg4X*d2yx=Cih@nCN_HtP-g}$Xy9)~3j?RuG3MPSKgXa1zVi|BuY4Vus6l`AW35Tn6 zrT-QsA4IYsgFcNert++DKQMqsv|2r0=S4!oSN~vB(6AN<-IWDCIgrGM6nZv5dqNMG z5g>ZKj{#x)#QHk*w^4(D=|lyXrw}J-?TeK<_xlk+ua7v(|J5P`nEnyqzXbU_q5|FN zFvk9_16kL|7qG0^T+hw^+l>483bz7&Ifw@U0|}vN_y}4H)LXa|1MkHl*-C%eZpQ5n zGp0{#!cgO&kM2r`4y+OKAp-{J&_yDk9Skb%7@4CPuD)LYY!shjbyW=dYq;U z)c{Kr3o;X=KXKLTj_q< zcv9*X8?5zspV0;e<9AhZg@no(M?(L1m%$Ufq~W1nqSJ#*z+tj~^A!`4V8vR69|5QA zIkQz20TBjr2w;}Js<9rb*3|ZB^WK}LH;;)v00Iuq$X1@0@gw~acvsSI{J?$uWU8bi zS%@hdVRGtU0L!3C&3t4{DQ2Pm?{W%9ELIM8f!CVy&`R$ph1=BRVJK5n7u1!h@X<(o zS}wpJi+XG>{sNTn`@qUaCIS|u$Ev^9aZb=)d-0cjD#`P=&+L2E*4w;tr&M?`GsZ6E zhEshnz)&9^hE!rw zZ``Lg3nWNyi{HKiatLMs6sQJ%SZ!ewlCxGg=>Sj#SpkvH3E(@S-Q!@9 zadEu=<{C+36ueBfxy}N=KOK=g0S(^|c?5$N4RDpEi>n%8FslBH;1jM;6MgI z&%^E9e5?>$A$9N;cl7{Beb^-LFD5 z6;vgz-a+xoX%!M^IE|aUlDUi=+KZ$_RI+9v=e#uix>TJ*6T#)PI>5TyjWwKv{$ zXi#B6SL#(ut=d_@`(IZ9V$6I?iZQON%mV8|c4_jCBKZmvsOG8{gYlV)cY{@b(&$rwFr*&H{;2i8^ysM#K;iQPd`>L` zFBa@mK)sm=JcM4nE>z8|&B69&AqY-X02Bn-NE|}FZOWzT)2)$IY_57KuBN>YlaX}@ z|MLRi+vlgc5RzL2gRs|tjr~g|f=!ytdho%R&ATB_^U* z)zl7QQ78Q-a|lFO`SQ{pvu4yEURd>$Q1DuW1GHMx3^8szR~DU`2j>8(I?>H|+ZYTY zNZ2&x&{lL&Z>$d7oJ z$uK;q0i?3z$OYq0K*i0~pIZ32{_nnU{D#Ec@80J*0lVf&V`og!T0Q{(2-1po()QUwSNNdv1iaNTI^RK&tr@ zSqn^+UmbN&sC_%}ne)*H7Cbb(yoj%XcIitWsLCa`PzfSjn^YY z(dx^NPX5I1E37*%H2!J^Ovm!}>02XbJyJ&DRolYMO;*3z6VTjI%}SAdbIkQ#?TUF! zB2xUXy*B{+ms?y9s6!UMcN$7?LOT8SZ^ysMRM5U2{QqLSopl+|b@2G(+NYPd1hzh7 zjgz!50YElu!rkv;!Fxqc=wv%Tq2L$IYn#8l?NvvGPF+esbi{x!4p(0X|897yDmfyb zOA9mV>N#tvD0@j?^a(mu;|}|PWxztxG(}_M9D6B8PN|<^Lpv-ZiP=+5Uwik^d%;sz z4pnFDqH#tork?OgFo#?B6J5Fcy9-n3HBfxUJS&;QIM?QS1sAdUL1POZ`*#q;2+t4_ ziayqxNCGzOZrY~MlSAUOJ}wXr0Pq&SL-UmX|< z!=JY0k3WX)2UY9Aw3WpC<t1lc2)qu7DgVo}_U z+j+~nNdlns{%_|V{YnbeVd~JqW^S~i$1lT8pRE0+Wt7x{l;Bf*?Y1_w#^c9ZL-@fW z)G*1X^x^*g##wx#83?oU!nwrdq4rbdv)Ko?SEr~!X`er`ZQx7ZR=#jv6#F^$UH-8B zvCGnsG10uO{`G|@VEwN$_t1=)!%jQU8wu(5_67kZryog`B*@mFqYD|Q*1C9 zSvf1)(FimQa=hWF2ZQPSjEXeA-xn7_xuwLX(@?uD-nZ)bo;KyM!EW?Fytb-!Z3gF# zlx8YH2Uu&y$;N;oDO5x9J2^H;aCHZ`%iI*pHToB)Bbj zPCXKjY9EX*5ul(1LmeIN{YcIJjJD;q`DjVFi8KPw``MO&re}$|W}coPImLc;Vh75< z1pbUIK28Y!WQxHIR`I5<`Km+kh|;|1k(MZMjuCDMYq|p1K{Akj?qEHi!UYAD@=w#& zmQuYchW^iF5?(9zWIBVY%8Q3BH>x)~5o#t(dfmX9VeWAtxUWmRTcDcx90aRWkpC@t ztu@0~`8>AOH5jVK!SHwsH&32Bw2F6HZBRL#n5xre^ae!xf#vovK|HswKv?dXhht*8R-3pqaw;_0nYLYPqz4(jpmMz42IRGjj+$O!iohC5wBb zf1)tnXYh7eK&3929gW#z=f+rHsJHBE_2Ah?BO)Rm;WjQCPB~S_<_n2~2#ZKD5OT;^ zrf?rw8TXFQ%>_oT-nmDd)KF>MHxid484EGRmA37hc`qQ;8G4j`F|0!{7FwS?Tc7z~ z?l3}9ox(N8b>nLA!F@}p-!it)bxAh6HR?i0;|p1k!oxL@~Cx?UqjN%sW>=pSEbty8r$WZH&17fbue_tJY_Ms zDN9uThfr~$G#d$pA3!d=kO;<_)LW>x$T9X$*$fVRE|urTituDCs4dCS;Y~0X zd<;XR(APk-;w zpNZaYH?AZ|GQ1`kIk#Fr9#aD6B3-$C2db7c=Yz+trbdw`3`M6J{D&VImNy&C0h$Cc zz5UI9R_H&eI59Akr+d|x0BDzslUL777aIdzs4R($g~*9+;S9^Q+qjl+>k9X^Yo%~f zXfyWz2XG;buIg=Et=6xkP_E~J#X8J(qjNyqPi^*k!N?7qE<}e>k`(%^798IR_zZoZ zTx0}V^)oR%L0Fzp5Gl0(F7kKrWVoFsXbl#Om382|L;-x{OAa(^K460c)zLPV^i^*@qc@K*VabD+zE;iC`FGmWSF z+mFEXl+I1oJ3#^)+zpmklgp6^fy5mW#q78N%|H%_#<#CDC7hp4{PqP>|K{t0)buje zWI{^8tUW&q$u;ce76`c$L4mLMw)1^^?|nTjfensMSxkXZ-8K{yy8=WgTp&kSBr$WB z?otXlm6olwx6<8gFH~77qFfMZ9e@tg_!9?Y)G2Me)^;qM1CkBdVXLv9l{ju{t7)&0 zulQPQHPNldxCK%~))QhDm1uv^1WsO^DBEEOb3!QMI0cNtG+$41Las9K`!l;BpQLy& zKy@YG%DQ6AHW38+;Gn@Ta!W!Jy)QP*Hz|lQyBL?PM`JGpZE(!1x2<@7`{;_$&H-hG z@m-E4X}znm2C1ybA^0q-n?n__5{^Q66&PbS)c5AWGU{R2=2f5q`^t+H#>T#o_U*8K z4KLHXKZ#A_Dhs%>L|5~S&3$4eY%iz7fIb>-07T-C_PTb;PNJbRRJ$f0rkpFZ6P0X< zElmOebSfGR9pY=Xt5!THti-?AV9R|%Tle4AYd#t7tQAnaJE2(B{{Z1c4$M!5#p^GC zBZMOOS;W2|pDk1uSW)jp4a0zZ-s7r2PoW9YAu8KQWb&0)PY5vhJg6B6HXxW#^Bo=( zq<2#6gx0ybLwPXdHDCmX^UPQ$7GQT{C}!c|7l_R@Icn*}lFh`cnOK+>l#A}LDfw31 z9??hbZ*0*_DVr$E&c_SQZzCZ2!+EiGfJb()8RmtCY0%xTADl($wh-#crn{BE%0k+p z+tL0)YeK^eLFYw>GVheIwMTeE$E5ioU5s3h2h*Zi|M1+_=*8FDf0sau(rGOvpDRS| z-TN@0BDdWgOG+d4cuD6e8!(~be&=yb*?%g5CrJRulcS;1lUvY@r@?N3UyJ-W+;WJF zv=NkfWvqq{ZOFO}|Dw%2h;bA7R|10%_2;QT$#!a$`GHTJ^!$%DEfnOJ4@GRkSqv3e zNu(O(JTH(RvrJ}diID+b9xV2K!W}muEmXR8`&V}CRaP7<_Qq+sEd+uVW%%9_mLr`A zSW~Q_WG2nRrmo#j62VAB)UvKbYg_vulL7QXzD&tA`LngQ#0|@#*ro0r%97SL90s+0 z2C1>8&Ebo3XfE!F%H`j*^Z+h;5nL4dQS?8<%HUu^$cV@;hhrs5{*Sk}+GPe4M3Cc; zxk#&a8W*)=sylM*aK7@{j21GS5TV6L#LbBsk47$y&Yvpl!jLt66H@&-s7N5U$_P; zmj3i;72Ws%Q>KOP9K6zf-KAL3cx(kaE~KSmyZ*qz=Pv``S%AiqS77{zYJCrQ+B2{3 z7+xWFiO>RW=Q@z^$E0UUK<;j~wee9k7_(1+eFny@$g0TCf2_P$kJ9YCd7NmX9eI6? zhE44h<2)2YUqGso6R1a`O*{&tVBcs=FkudihUk9+c^BLNq!_)$I{NI$(+Dt>HQJ|Z zCG95YV%*{hu~W|(i^Dzk4PWT=JTkOFO8tdzmShN60GZT*@}Q=;)@uSLB3~J}cTg1` z%J(%ECa|@9{4sxIY93J2DM>&k<}#jD(c!;4lPL;F&cN*%*$1^?>C&g;(GnAqAF@$+ zEcONx$xlMsXe(%Gq5Wl_+X^fAS125^*kdlYwUNv6I1JW-hYacEh7ji7k&5VMn&rFU zZ!fJqv(yBHfg!_l?dMK6pWkmiRH&~O2kPYDh|#LZP%nGqI1T}k1d+uhC=n$x9&_TuL!m{`eI zEEyi*sAmR*9JYHfiD@m55gc~<^!yBI^>`X-RS=9Yiy*Mg(odk2#GDy;|JA}Zd-?io zdsJ3c^3J1X_JVa*6P_?gd#%z>u0Xp6K*-6BoHyOjyilzH;L7#nEb6_O)+PoWmo!Mo zV{TILxg_m^_cK0{oqh%)M2l~Z4z$#X7xxJYF$46)zD(e}lYUCy1=WyFG)MS~j=MN< zJbVs-!~U0B-x!|HS%xTamSlf4JZORTmh0NwoVF8_Jkc@Wy~>NTmV$zcfJ4++o_)KmlB^UH)i*-PV;uD^S?6Qf{&KqoS=-*H7A5-Oo`eCCS>f~ zf$7oLqOxYW@I^q%{TDe=CTq*C>HQydA3<%LaP&t3N@I-B{=@R|GQ+7B<*Y-3UOG80 zlV-ixIA6YL9rf)qRydd8Z6BzD>`{$%B42HL z{tV30j=_LVUw!|gN`#Um7d6X-vu+O4xq^{doju`MpSPKEOdx5z~{BGhf*LWqOghsZ!IweoVI~(-jgO zy5$bUc3l$cQTJ?F4+MHU0L`6yD%ROdG)s)~T_Kw|EY)t->#a_-BY}r2PIME2Dobo2{}u$ca`c+^1sM|w(}02vA?k<1m+r}G|R>l&S3WY1$f~R>py|Wo-G#8biGU+ zd^`D8RY(O*lcAg{Ngzj1D?z{$Ywm3nYaV5Hbb4qGO-G|$hM?nzBz9e{Jj$VHO3rwF z;|anst0FRJ+Ery@In`>DQ!u{##H&e_yGuPm*g|M!x}#IJ%c)s`Q4zYOoaf>~^*_&s zy+*_XfFv?4E`h{d5u|m*Pr-c%s5vAXLVeh!L`1cR&m4rf)Zea=w8MKHSSR#9EYC#U zAaO}9Phqr#yDaf+a3PK@qSBLRnD(>eq*oJFdTFGfTwhSWn8MXTwe*)Z{IDejFmsFb zYv(W3KGDzEg~SE^mVz0cJ)=)~iE6nCD($;xT2R=I)r9%vfKPeuzB<1TLvg+XYLYBW zbzMk{wrUJO5@#aJ)jNDnP5XlTEJ{OO(QW8ocl>vMV_PwpKY!ZKBLS(RP0_$3%3|;T z+<6@~BC1l=`9gw;dE73@@91CbN%C^Zg(89;^X-l|adT4}lyFh&$X`Y?^ENtN0weW_ zi|%)n<-VPX5=KxEjY}LRq7NupL+A=1tK!Nr_=I8)Z6gN{Z{Fke1%Xy^^Xl8dzbM3) zci$?|vO0^AsfthE)?C96wLA?NebAOEK7W)HJIn?-31cz)=v(I@X?x_cLp$w!YP+IP z7KO?TeXs=6eC~<~xsa2QoW6LY4vOOlXWe{Wp`%~JO!BM<=_ia+5MsukC+;+Wxy!7=nhd((S&%B$XR`tumO`r~oipj8&)a2w=ZM6Q7Ii=>g<%YjN zY@?hiLvij^4GbG~=pbFpn#c$`FYS(Agx-s40=*HV-DK1KN0Hp80?Xf1$IeX4>z#5E z7Cjc|i|6ISP2?JT;$uH18HQHq3iBwwN0)rzfi|iygDeto?E%H^dM=Rp7QHBRiK-%; zHlZ5feD>)tFz|H%!Y*Rh1sCe0lg~;gSRJGlIBQzC-0w_QRY6=kzD(OE;CFG1bFrA* z+TxFUoGRZM9WNhJ0ne#cfm*9!$@fxKfN3x*jIyb8L7Ro!?kiK=MLm?=M_Ubz%3b|x^anpt+ zI%P#6g&ywR&XfV9ak`nqxat;h4ZZ)%y0w-!GHRMA!L{0T3Z`Q78)* ztA|&BA^|^t87SaaZ=yP<(&(-jW8|nG(LmIXW0KcPev%z=f zSi~Qg8Q`nE!L-3&Wzq}z>Z_7WnZ%Jk_KY$Klk_GKk+vwj^IwY>Vz3h_AdN7;+EyXw zZFhzJJNohr-a`sGma!`>p>NJdK4fk0C!*G^pmQ*>lF}38?#7s3V_w|=l`x^dURm$8 zEUXZ?McVn3KrZy)kOfAQ3-YO`SgB9pCefd4Ouq#MhE}aa5Qp^hT@@NF%NaWe<<6cYZXg{+o3isu3_%P<8_oq0R zeNZni&P1){R(XitIT7UL8UsNp>rygC2`rX4Y8rbKk9yyMNvzlG*dFP$El+YPjNdw} zW{Q`-dG*?o4i|}QmO)G{ac_ima8cbU91gjS+7g{rA)d$L-+~oNOYlp@_!Gd7Zx!aO z@R!&9)s74z>2YUUK2nPs)F`WSpo1`HuIrud0iv{JRX{sv-0Eu*%z|Zj<6j6| z#`|GH5B%1RGdOdFN|E89k~wJf_#x*H&%*)l%dQor=`L-;7wk|Ou5 zHoY+7Em4Ovm;ZEIm2c_0(8{0aJRzs7v;CAIeP%3yf@Oi(fyj{a7mZN+Siy0>8)Fad4HaHu*@r zNF-i|GfvX)NIulr?;F)g+XJU&9>^mJlpYg-3oCW%`r??ghmUOImgg(^WD+QJpg>8!3uM?oLA1T7+#CDi%FJf7k(m+!RouuSu08T!!bB0FBw9aZ6F zw-m&82*Mqgor$I86J0ou_jF~d@k%2De_qL&35nedWfOV)%J#lQ>dEGF`|C(H%WWn6 zV~H&3s5Ahc$0=*7Gjt2P-(m;MKGN*+Yo^O=mSAB7o2ZFkmzJ32yS8~nr-+qI#3}Js z%nJ;pku?dcS=qMB?QZAA`+L&Z1j?>N(AjaR@d(1J2wU5oDJA@UXlS9AWxXd;dmL0} zQUOO?U;mgnL`Q^32;8^fj?}7uZ#M9~oHBby9b|qoioJ6r^xcWleut4mizkyf@G>qz ztgfU6^rep7u^KLVcXZ|=to@-&B9>?QNa40*$W{JLA_Il;&JM9Ao!BYr#f*jNYmgbv ziZ?Vjg+%xsCfvHz=grRyJwwZ?@8XQMKFD+5au$nlkMT&7!|+k@19W27^lgVIC<__+%G&40}1jKf3kakU z{Vb9*xm&nJFR`#RU+K*w3nVrFh5BGM96rO6_Q785xf?`=6k5!fv*i1&#cL&-u*Uk6 z+n+qL!SoI_gc0*oQLMF@t`GR1x37wFeqT3)y-&F6ba>HH16J85Y!ewE-D-7NK=Z&GI)hyH@&MfgpCJ689#QkZr zZf;B3T|b-_(Q*`9Fy`WT$N)`%)@+;mxSuQFp`$N4eS6!?{wQdNzrOX0!fwc5b5sP zoppl>h0tL^36Sd?X7V1ACY-k;Olmtf{Rwiw-Mz(v*5|p{B21y#G!4;}HT(sfI_|B0 zJ2s2?CsK4k)Nnbk*x^ib)x;F!oWH8}V~nnG-dn97_G<_HDcYPol=D~Ts0KM_4-iYFda z|HPk0_v|0SU9qxkN&NQTYChZn+t!J1uHwXmkW3jKG=x!SdBd1+FEjTt4B~w(|DZe$6bHUMuB_ZgCcy4XI)Yg1`?~ZC%=+j-HO-pTvr{xH zy0+)n1NG%Tx;z0!7*LFzGTcTHD**!|*}fk|BNl;S@6GJe zQ{*YoW9C75=I;DEtZ@4OL_VTJh*zj-ADyQ;AR!|t!tG&)pgoL-_EZPVYOT(W5ubTyNZBMRLIO}t3$1FRfc z{?-7-h()FEIfn4aD(UK_&f9~8VB5pcccb>RPfsblVols>&PU#Yn$b*yr8FxO^r9WB zs4ds@1;uRDBEe|4r&QVN1UTmVD5Gy1tY8w$^aVNojPN{S{Gg~K{DhkV0L&YFmk#{y zBU5o)g+beRE-8?yb(lboEKKA7&jLn~8CV;!y`1rGR#J~B125lrTV6s=w?~vfZm%bv z%05xIfwTHn9#F9c%p5k$F&^Fn^e(!YKrhJ;m7T9Ky99BCwAJu-@z^k8gF2K~hM+Ac z?s(&a7v>e+ftgn*uL$odUY5Kw^eknI-h3s&Qho1CF6j_=yC(Sf6TK`)E}0`Phieth zy(@j=N@Ir|*-}+P1}yfr@-IKy>$C=>hk?Q@NHG`o+z>6Ay6e&kjg%i!J9=+-Fv~1n ztu_m{1TUj}Ls^ZS3C37a>>t@&p`|*RK_mcNQWT`kB<;~IGV)Z0qqNgHio!9;1=8&? zzz8w^4-N87Jg}Qvq9TFhbC(c8;!y>xV^^pNgZhnA&u&6Z!k43ze7x4YH%TCGmIcWx z)A^2Uv-Pc~R@Ec5wja&A&v7QIm}>v@FQq+6oNnPZfzWq2%+~%fz#T<73+W5R<1Uri z$GoKv?TG($QdlUe@vPHH{KqYVz5NWZjQsbn)<;eHlMd53`W4|fbj%y`8I>mabUm;8 znZnULv5iySyxa8MV7LA{SGg`Yi{GNCciFM1zf&kzmPs`4b&0bTQAGI^cfVN$Yo!2 zdbG)NpTL}_rJb~LMoI69kodnkUWTKx1a?-Aho_+F zUpS@V0v2fY=}Camph9~9`h`?|MVwL^jSR<=(4TkS-?9%eHYwSqF^1Ky&I5RZ+d*~! zbktN4FP+Op;3b?%ab>0#Oro|e&?>D(YAx8AM|&8g_ue{oxhWN9Z%vxUcl6UjeS6LF z2xFG~^Jw3oyL^R8XOKxb)lo}!Tvkft^XuoI+o#7flghsq~3*f;1pyHF=3Kc|S!vL(LtZJfj8REF1k(bQit6Ib0 z7f}@QI8N{KA9Lx;FXNUqF-XWGzl)UQb&*oP9d!;M#L)DtM!myfMu>JxwL(?t;5UwG zxy~dGAYdMsds1RFwtZoWVyo2=8(5(ulZ$5*7aZUJLGpR4JEF8WAr4tc^l>KJFBF1X z%^{A_sW&kqIys|yiW;Q9G}>ojYVt646r+w)yjD~J;h#&gghtq{geb)dFi9(lrzJM_ zR7f{J|ILT`$>Vyvq=BP_1D#l?4|E$ z-f}|{=Nt+{c(8U`asJEs9JEXi7ij_6*)5ue>>(6O!1NN)6Ur*F!T&@+PzC(nMA8@n zyVLv};PxmnofJMZ`v8aDTHQ8O8YeY{ITF@7ciB zEopYe-SOvgjw6q7eUEB7cnX)XfntlU*1?Ikpf?^@2oE+idbLzx2N_vcpCsn1MKSsZ zqMsy>=3!3;n*mkhrZEcOq7&*ZHU|7!(gHDQ!5D=*QAsLf($e3o5oY)3aJxAjzxnRqS@9`$mV4 z^0awimD=zPb=`T$kyf3P@uTs8k?%&b!DYL`hNjdrxIr2aG+Gb=bb>(R?lC`R^L;{Z zb>+^Ta;E5?hyp;lvNCVfLdC=0N}sJrOQp?_H7g%z&~4ahnce0b>o64tMhWr=dy3E$ z#*)=Iq-9I;vUd|b{G$lw!E%KLK<)U|_GO7(Ay?>^47Z7ai|KO2%gh*=!-2d!rC2wT z>`&bvvh73PWA)?4!eUj8^b~0Bj^1b4AQeEd^W~l4=_rWEx^mr#pD>A8l=2ngQ6>#cEGn?#3YL7$h9X+f&SgzeYS8H?*}S=DVJJN~1Yx5z zY?AYNp+vjsF?O>pQo>#5?B(?`OE~=z2?ua?$;JQ3oJ$*1IP@8WNzXl5o*2EFIt3H? z@jIF=FRra@1e8gzbVTo=y|SHa7?O;aTNm_jKl=>xB8m{Qe?`BTcZjSkwNay$G)L1; zhj{NI`BRTY#1E*E&i25rk4vq42x=bi>pVMi(B2^JFe$wUtVn#KaympcB%Y^T?i8)u ztpT#+LMt;ofH@})%bWMK&Bws#9-g7fLf4@>YSO)*D|?S(-Tq9-I7=bU$tsto2tSL0 z{PvZuOh#lQ1KWlBwHWU}1}XF(LzYxS!CD430LmOUI1Jyua9mLDpd?|rP)bV)&cNF$ zy)CvuB*e8U2CvjO7W8K$*KvO??8Xh`@I{(;xnxeFd*xKOf}2;79Y}nSj2d&WlVG&- zZ3SHc(DECpNveK#`rld1MwocSsYFSm7Qdbr&}wHQ->bnZfngUb?8(#SgUPtB)S5mn z`)j|Bq`4o;sdiNeyYw)NPdHrUbWBooZxNY(VZ_}8ob60pH+;~Ks_f&#wBQyQJO8(w zb{=cn=9A#cVi}JnWJ6Gx9xB^rJDSn|HCHX{W*aciCi1YY_tK>?pY$mwEtxhtDKWcb zTd|q`kZ@Ocf670=lWC%Xamp_Cz{&h@#CIAiLS9+DE`ATf)1>QwLdY!{K4;w3H9+t z#^zT2SE|Kl1;}_5b`lq_BIGNka(S>mP~irC{Oenzu?<{-Jn_*S#TD+%LvoM;Y)Z~O zrtsq#=1b_(f7<_(ur58xET@8zui%qHhkFEdUe1$pA%QxeQ(idG5!lSXe+zR5O6Yx2 zxgabp_b;6M=qH~=+A=Bz})^Jtc9L_8; z_ASbBn*B;{1yih``U5ZPJfvxzdPj8Yvqp3Ly7Io)Aq4#4!NM%&k0fGOV#gsVvPaeY zuS+&Ug(#P~uy%?kJfkCAS-x~wo!owcfpb;ii#%r~Y;ee;$<M>SnG$E<>m*Qa$HKCuD6Aa{wM*4qtNRk(nTk!)X zJj>l4HGoRbr!yFVOor+5-=l=;Z&V}MPnUB1CfKe#btvWP(>5e*h757~X&!%OnM&zq zB$Xc#5eL9lv#@YGqj{S|7A6nN0^3S3#n2{yYAFJbX7)R$_@&TSfU8PS@7CrZf4SCO z$e$|_EgyQ}hN5hZg@%X$t)FxmL(rujM#=wJU#A6l-gP?D zN~9CN0yy?xM1*+uPjcs+eZKLaz$d;E!0Di)vCi#`w+S?6Z!;bNoXVP$Ij={7ioOBd z`fADo$UwXnf`2OUaQAj%F^)JPVpqpK-&|RtB~R2O{Du~&k7W_s85GB~#!Qy~)`>e) zdJRc~M&jMdAx_}P-q?Dm&eYqF^2w#1PtAP@V+5$$nhIRaDi3F43|Hh9-gl+$R_cx3PPY%(AX3A8!E+CjQ zW!6+T?{uF1Wd2kl!@c^NE{#%7NaZ5pIO^4Q_*y3RVIP6x5ni?1#%sFJ0ktSDd+ zY0v_e3num(y>}hgWFz7zdivFL}6qf>{7T2=S{*k{*f2 zpvb}p!~|^;%Jk)V)cqAdTrK3}ZZZ``Bi~(&Do^3Yd{&VS1hRnNuvo3mB1RJ<9zN=x za5lrE2$XCNRNnTHK_HF!p;*}Abq|2fWUw@8-A|5_V=F%7N!-09#EgY_zL1W`;`bMz zWR!q(PSROrn3E?wNS+TPt9)Fw>9op2q^f+w^YQ~-D2g7#hd4rtxIVK)IRXs^Mz?E1 z3e506ig%%Zl;jXuw&9xNQ#dON?b*zrBEE-Y*+ENm<+yxFZN zx%DHHa_*fl`60!DA7m}TPKuqrm+KNbPhT>WbtN2WNQu2bV220u;fYgYGQ@oC>as2-nFIsPe|w zVrvc~X7}6wmCD(})55taR`vIm_n|G+2l|6NUnl_^Zr+%S#~Jl8F4?jZ_x2gMPh4g5~xLEl+usym|?jL|W$Wu6Q0y1&}W z2twUMajsv9d}LkEfN-a5Ww|1Z6uN+^M;`mSthm^k%-qsqih}fTLf6#sECyME^mZ6* zt3aN=-Si)srvGq-rGBiyeeKF!(&-_xcz^0qq(qO^krYom*E6xM0&dyYUMvxdfW zdT>G`bWL7I4x=id`Y_>x9)8tTM@SB(KDu-rfJxcp5ZloOFRJSOyY9P(4)EuvA~Jpq z6p=BbD;J6X84fSlJStB+DqA8yd3x8-ML4lg#J^6`TV=^aYbayp13OGr2PgeRVv;g_1Ahw)`Kvb+#px<#Qj&awgyuO z4z@jc{@I2=pm zhCCi$8rryT#F?K+j%t!)>UQ|^QEAUS4!FfAW9h3G%S)mQFEyuF|6&UIH4_Qo^N(Ik zBnJ(|-tOEL;?%@&Ngh&c=q%?BHIu-8*V`564%IjQ;vL1*$P?TpvVt=AK6O{g^Xex; z#pNtht>vglxBkkeQ7NP`SN|%3Mx4m1p1IL#a`hQIi^il&9`T`Edy-t8B5QwhhTZ4nDkSmZNq0%z%4=@4ndjJLADcY-}(2*Wl?zkOhmJ6>FQNF|77zsK3B|->5xJZm4hu`iGn81p#Fd z6m9&f9_rrQ8}}ymj(2hWPOj%8bw&}jnR4gNu+aBW`Bwyj)@ySIr*=J#jW=Anr*=Av zUse5Asid68v>nCNZRlR8%OKn4kkQcxFA{yQt2TRB+@RRjKDWs$&FRQSZf)ADR?frI zD?Uf($x#i&x>(8T7tY)!)xd<6e0<|rS&~&a*IdE(o_OIr<#G8%M1B9qH%Y%To}CJ~ z=8y%C%ct|CNM1;Ty6PSAKj01L2Tl+?`w_|3Oi|Da13KA4Ugk40R&Mlix3q=>H#VX>{16dab-hGo z$U?)R8kY`-oLbWqcYBxs+5V?rc(?3M|AU^*JNiWDx4ar#>oL_UL{bd1Ps}82*%9|` zTY;a4BOiFT$qsgx3M?+-Dj(kv2&KB9bDk=EPy8`Z%?+kq#T?96M+7chjauI-L=#9k zGmgu|@LhHZfoF{MVfpcU{=N8w3JK$#^w2hfhur$5zRwZ5F{@NhzidZPidAD8GvBzk zworoTRZXPCph6~;ee(=+u!HPcr#=*Ik~#3<*z5)&K*gd&3fT~#cGbB@N_GY9<)Vzg z4eOj@oI<$1v(mPio~VDJh(U(hNtS(zdN9ku&es+H%4&De{=RW~e+nW7rREHO@*b&X?XSD3NMAgLdqpuTmNBi%X~;I6Z`^A<`68|8=* zzE7f%3OjZmN>d)Z5yi`?6BwGfr%Y3Bz&>@HcrrCG#15r1zA20otw$ptXfJrLs9&`} zL6eX#vRC8%Vs4~x?ZxcjWbmS9tX}*%P7*6QG+vKgqW~NMxcRwg9}uBDJtuJK;-f^y z#>YIhI@E@U(>nW1iW^6-f76U>BWwY?DQ(}`=ybo|?)@;!2ypN6{(R>L(sC>kv~s1d zGsI+25P{+SnES94lpLmZ0t^uq@gW4>6X6Tf8}50EK$DUdVdBpeU!)*Zrs~`eAd=8e(*U z^yWTd7fdvs&G<*J7i@cMv2_XhU!w>G=|!n-4+uMk#H4BcL$N+PR5`!)Rt@4`xI8XL z5U+CI1xquZL&yfN)fIOX3o6}9Y`V~}IndzMT7u4}I|vY}Qu8+|u4#QIWJHu0xGF^< z1}(I|2K_o%*=RJew&Nvo>s!7uzW_%d@b3#sYrmhAo+3XaJx*0%;w_rB&&=(10r}Hy zRFxT@wfMUe6vc#WYq)iYNt)(Pn`3A#jXKV@=NQGKPl2NHxa;SC6-GI!uSC9_)aqmM zg~h0d*HiZnW5KV(>94nBhzHIRn!(Al`r;eznwl+)p;s--8hL)Q_C&!RLwtEnQ*NIB z>nS1*LKh;63NrFN)lteVkABUl0#!O@vF23=i+fwu+iw^ZI2Q#;YC>Z%=w({$8FyG(<9-tGICm7WzDudelf?1KeBH5TNBT zA4QATbV|6VC*p(*Zq}d?ckz`){y<5P{(#VfaxdP+QZMq}L4fuEu}$g5CjM&4)!^S# zZ|lU5BI@tsh{br!*yNB&PfyHJh3*jabEe)fY!0pKAVB{alyx|>xH@Qe@nR9b{w)jX z)sEOR970kg0HR(y0lbgImq(E#QwZ#8JQ%mYabdUyu?$}(w(tYYz&4n3e!QEiA8!E5 z@V-9sO}`t8pp<>E;!iQN*@m?|O;?`_9X<01&D33@EK~@xQc>)z=q*d;lkKxVrVUTp zywhG#VO574JXCaaPZgl$wT@9(}D`w|BmG*6}aheHd+5JsqMWyQE?ipsX>DJ zdhBS}NF7@u;XVd`LShBA8KiXB&VP%KjRJz27i`@!}RWkzlfr=@$RgNz{W|GfZK79uB>QiKh`9sm78yJ@#M0TAA4p&x|YSQ>b~KUG1+0lR?h`GDS( zN(%SWhnMJoPsF*=x2@cU1YiB0Ln`N?UlT1RLM(eXHq=fZFL)9;m>n+t^cFzJ>%i}!YpE(IOJjOY}~3f)NBk5S{2X(R=Sf^xk_PJs3obyXXJD_r0I)7e1JuGiUE}_I~zS z>siYJ+gtqoKfQr^dJ`X7^oKKH>GlmfIwI_5<>*3A$Xv4@&8*S1h# zx-r77yzi9QBlwN2)gS9V?~u=B)Mh42=$X#tVNvqGCYlJv7w^F7Y*M3VfiGc|2&Vs? zB0-pqbjn#47S}x8MlYeCX}$;lD>9`shwfD`O%f*1m^WqCr~B{T>k4R(`;sS{w#RCa z-Cnd`;K{k3Czk^=q`8TwNx1k$HhOcc_?)ecV8Wfvzh?Z5S~LBpZ5zWu7x2^PM#$H! zZDg#%@PfjkikBU0yhiM{^HmT_-q25UVG;bS4F=O6Qz*6gjop|ejXj>bqrGX5e;AV` zIIYKTod2aVi<0d=gLktP6H38gX9nFjv*9|1IOr#4sB^=tG1yeJd#vxpYwK-Mp~a7d z6OBb(emQ5sR`(j}6U?!5omoqCeV%z9cDtdhe^$eNBCvwR?W#VF)GS zEA%lh>41Z`TVkA=tCsyLO~ljJ-+Eb724DtP7#NjAy#A;TEb*QtW~blGc0%3U=KrEU zUz@ZF=J--OR!WJSnI_=4uISbnJAY6$G$d>!ry2ZZks0M1B@YQ9!)Y`Snl&Z4R-ruj zbj*3tWiNsM719Uk+-P@yl(R0dqU^Jq^+82{#E2^#tKU6p*kx&ud2D?u>r(N^x?gnyT3ir8JsO&fAb&gy-ah$vRh$v_ zm85i>pW6|Us5Ll_&HH71lCm>e8> zKGu%4;@^KQT`~QlQ+!xB%E3`kzE&uV8~J7KNsNZ7Xl}B$f`LjFnwdt}Q;K50t$DTU zum9>_JbA|u;OhaZz}kPjJZibDMsgH>a%hG$7UUeY+)IiesnCwLTLNYWT<^LK!(&KY zI3AgBKU@B(tcIVR%Kv;!o@=i(>4H~NUX2?M=gU)p+c%`N#4T*rSZ!PUxm(n+ml*+s z6`m7M`#Cif8KkWX(F7GNO{}>aaM2c()3z4chICGD>|ald$*D)7ewhNFh&j3V?TO z@77?I>|9($W3j5M`oLCAgUzoko(5tj;3D)HA(M&VrcANmud(1RG767aPjZj5=8$)w z_kTMLIeo+%@Imf?R}CJQGtQS_e5m;q{*FDR>3hNbd^&0)`%H+%Xl!`pq-gftO|ad4S!+b&H>Q{VYjB z?XdHUxKJ=(9f3{K$CS5U_`Ezd4U2PB%713_#7<^@3dY1H!y8GCcuc8N#9hfk7W}}< z;n&Q!v7vU&pQCJN{`wrtb1UbimJBnx-K%JYGc!**KK=qZXjV>Evi1~VC*^SoURehk z??CKUQQUpqceWAhEh38<3uV7g9>(!{z0=ITk*LL=uk$c8!eX?QeO_wI^UDc`BND;f zJcl@YDgNgIei7kJQA710^58cjxp=ZkHo`nRK_9Cfai(Lllt~I(9fJrk^XRi znUXF30p<+n5J>CL3i&h}Up11pD8#nTZ5z(P^vKvCuoqk3k|#W%{31+4n6{ywcMwx9BUw~qCFz=Mt-)MhWfZr72-zboTEXgo`{=B)IP z-@w9Fh4PebjbrskROFqJtt^ekShOf2dnq(5V#nx1L;M;gbwLZ3$FkGU{%g%$hwFpd zTABcbQTG@uv}r~HRxeuN$8p%J5jA0jC~S7U#t3P>_wzIR2P+Qxf`#HcD>P= zuC!JbPf+pC&Y?x~6gy7Ifmf914TGa4PU!HIf6@~9&PbYr; zHTo>R*tdiJxluyL)3>~{lpRHZomzoAp#}VuCN~wIvSGQ!ReLqmqjoxObXXik3a-E2 zbJUa1$lZZQM*HpOOo~-Kyoj{vA`VZmkgrj?$S2`i8R|oUk;RaWHZtK;qN&*W3=Rc6Y6{|%*cK*fzB-d7#mQzsrtG~PEb+3(i- zOvl_6=tOH4g!!@|>dG2^i6^d3)^?wA7H?`!br`9t2(JE1qj5lUc%N6^$g^@hzJBDO zcG>=vrF&+-$i$$7kbXD84VLl|IC*J@(kYTI~0g?;Wa=~DcRGsZ{V8~(DFj?K zLug(`apO5^@+#Q+GzQOJiS;(m7}l4JF@X`gM+_Z zQafWEjnm{%7P?mQR;N#}Wd$0i?nJ_P{KCTOI*X0jW9mOg`ps0$)gM2kF3fswg&Vlf zbzCRinrtia9eemjIM5i2QJrOoe8$?%^B2fY;KNw{JL9A-d^Uaa9N8HTJz<^c%{2^k z)qP2+`@@qjEciefv+6+Dj=J4*1JtM*ibEyR-B#Q;<~N%iB43=SE-U!IT=Rbpy6ttq zd?0B(nw|Wx(gP&GaeGOk+Z3Wv&QFkt-;1u<-*`PekT6sHGw@O6xU$zAY0XEf(hq63 zotpdy0p|gWZu*pEQk6Ao6!q_9p-t;mF|Yl0QcJoHdlF0E=ydFb9+7ewTHu8>h#@ij{3N@#q1lMLXW9^ZD2fBXpBDieta1e z8pOG9gPN+!;#NVlI#XSW`NoOEe4m{0uZB8GDLpojW)H`%atyyj+q#P-Z(aBT!0ZQ@ zUK!5Xnc9Exe?gbQ=ehO5nO*#X`IL%3))Z(VQ>io%TBJilI&{TAETu zLRWCnN+<=L$Vk8Ici~rlIFP7Tn(q`)ugR&B&GwFaGQP!V%^v?)zKS!J%UzY;_cxf+ zgESk+4tgVx^erG>+D+>5eyfp3){y4G`I?lSUQqpeF>$Mrd^Z0XX)Uc};BSCzTa#w} zrQ@6t^a8WH1t*V&SG!A#UCG`^xzB@iT#H-8(v%ZVn~6*0_#shuEzbJ(sP%(_Vh5@~ zavaLO2Pzg6t$PJ%-Lr`#f#Lop>LDx>EcjTEzg>Yf{w5!)dut=kWdnhIuD^$Y&c?hNhB1bD7HNpT8{_$yQ_rpC z+1FPJcDT383%k;v_Zo`D(Ka?y?p+4*&dkpI333^oVmJmifvKT>8NV~lsYi-$wuGOn zG(DP?b|Vk)WaK;?5o(j3Xo{|8?r7KelOLthFWP9&R39{90F8q*ugGxDl`{uO3+7tZ zsq5wr-~)g04EO!qVhfwVJ;2ibAcuUJFbEbM?lb@4_EHDn+hIR^5Hm8H9l_y|429`9 zTU18qr~a-^y#3Ge!8Dv@*nDlDVcpA0D043^S|^4Fd$}G z+Bj4bi?8TIwyY_Lna*phI)zAmDAKDjZ}2B#{5mx@z+fTsw*$uOXC2>i}N=`uX@agjvhFc(>N8&u0CUiRHvw zt22{`4qD9MVUdnpA~$E}*^d&wHVRuB8|}1@L9x|_L|>u(sxa&Nl5QnR#m*)9hj@3& zM-wKs6?o+Nv+qcT0Vg-H?-zki%~ZL~FrJ22 zY_2u8A-HsDCbjeS;xzj?&A*@Wz88F*x~F~pip@Z?l#n)0MY7IUn;`$N{6*o=pKto^ zi<4LrfyUU_xEa&caWjGFiz4HTr4Z!P`c6SS7}-k>F;TENz*r6SVBvxI*74NE|qEus9H z;WmjTBK{e%@erq^%8}Od!^L^>k;_5K{)7Fe^ls{G9pnjgfi1ZyqS3+p?vE8FUX*MG z5UfO9S+zYgaAmYI(chgr*zWAupmh@#r}UA!`kZWNq#AlDj-vz@<^C&5yYq`0=*TA#x{nKl1t4ZLuP8n7N!PtVDY# zlz6>HUmvjGBTuAc6W55E&{uCYdIrvEzTKB{<>l*T2=h-geOA`K=jJi{pP^MsQkn!> zvnR6n&phYvpP8cn03)9!VozG?LlMNBwibSSppg*;~HRl zRuTqRL@!pUhXbD-zBBO5b!?vX%_szHd&^``$8QOaUMp4sT*{)6RlZl5z9H*$-z`FB zKLes{*rgX1d}Ul#xb%bzFTidrcMp#5Qc`7eVkVC9l_wk7eM{^Z6 zT8$6hNN>L$nt8&v2xDkV$3H^bZb!IA{3=hQ#>uEnn=83%Mg;d`a_$*6oE-jM6ZA24 zi*C}guG!;Pci+krH|&gsLKXmv<q+^V zfk5OpzGKhO+m8t_Tew}XrukO=Um{~pWl8>ENnp)nr@$^wM`hRv5BMQ!J5%;@iANhm zB;Rl-U#Cm?>9DVB;eh{P=2Ha<5{k3x?kX%f~hSi&?BAx z*9~kr90Xz`x`j8)%U70+dlKmLJ&?cJkZh@3tD#2T7yjB~vyTXn6^e8Nhjv&d2H zwCPrNu&fxYgC8a7bvn8P0PK}erL->0{J6bz4_qTko?QEvo76L%#|n@;Bg4ENs>3!a z;;)#l@T98Vr~8E+eFIm8?5@%$tZFAHC9;xy*qvyqrZz2Q2NFwL1alS|^x zDl!}8Qp>WX8YO!>%JnJ>dL$ts6I)IPO6FAipa-dcs+fbjm9kWciqj|baX$c;GM&4+ z5gB~##;Krk8UMIRo<2g7#o1Rl9A^Rl-pyKMg&XWKzw8S8GXmohXcK;+&6#BsQf*Sr z!f@-%MY{ORbBt)5;)lr+;ge^s_WfFKY8ApNSc;o>RXe}%YqHs74e+QlzMF7KMF`ob zpE^t}aSVn#Jv9*%)Maf*Q2|n+g_o5fe-B0=>$rmbOx9myC%P+K0M;+h-Pc`xHL{o? z6r3sTtp4XMX%xlcTQ+Nhp>CGGU*z2deG^Da659M!Hyw4@@)8q6<;f!V**yP@%eYFA zP(H+nsl+hM1Td{5z69*dh7$_~2z&d{E-_DFmm=r>E@bXK1bTS1dFX1fITWwq(@ z+@7M4b9eKShjw2xO_biYHs(_`d!7;MNZSbxr`~u^4}=>iliD>Mcgx=`w0PD$-@*Uu zjQhOQ=HXYmOw?(Hj)K?gbZa7;85y78Edj z-1tA5v0n0dR=Rf&FuHb59a!V!iGIZQV7cVO%AmEf*o@1GtV1bnoCr**niKch7ao0j zfwd(5&#@|0@8fZo`Ad0(0OSi3mkcemaS3gWSL)Iy$ZT8eH%^YGgFkR{(UrMFRo`u%ZcQ2VDLBMZALq#92kSvIm7ecmyumehWpJOXPJj50^=lAFytMT?s&Hm0{+k_h2vPut*a#m}{q zF1~kY44m*&(C;bS{WI%k_9K!+J?b6l8)8fX;DuZijWzfF^9iE}6S)nlesQyGJ&^-#v!@=0YA}F=EOhzem&WlVCpTFJA z4ZEQ88n=TvLx}qKQ?J?F_H=l(X-T80+WPrf&#Mnn5n1XuhIvDWSGa<5i9-tLzN zyj*nCGp;Y2ns~i@7UFADE6|W*b22he)bI`o0v*N>M_Fo@!}E*;c^X%V$9*IBT^S$m z*kvB5lg#@~ItAK2GZT*&qp(vGie?oUu}5k4>?b!L8dstc8Lyk87sHfjqx(LT1!F}! z^^tqV`P!5=0iuKq3aMQE&fz_;JV@5~oYGu^7y3%sB{(4|;ISK5$In84&Jo?k1;1V{ zB3S8_`UAMZ)nkuesw)DR5BVMN6ceDC?OK!9>am2Jv%2-a({qwP zRa(!T0aWk+mI#b{UEIyyxSxtKBFG13V4Ja4`&p_@UPTLUeWBc>Cmth8(w?>uRl}V+ zWD8R^PkK^3O!!Z{F_MY8jeCh&d_6NhKqWe2{o`^lg$yC@B*I{(#CmTz^gba)%7&O>}8;wYTApje@O^qt~?AS7{k%4P$23MRE3CnsdYGnOuQs(db6Yz0D$?y13w z`q|6?Pc~X@{wX>j3FWL^_>d+~OCtxU;h(8?^&8)m@N(aCVrk)zT!UtnkU3$BYESF0 zG@{u1fJfDBy`p)X)7d^9_s+n|s=1k*yF2oy72HYKr~K-cSK}UtO095rsvHz5oRb`* zT2-Xu=Pmm?`L&d5-&m*s&_+9!u6K*c{6brko=mSWM|3apNQCbZ1Y*fRC#PZ5h#dX}gTtP59o+mbQKwK8naxnM-$%1sr8ox+u;IM-@)Hn`_-lY!T*7wE5iKz|XLTYG$k zpAJ#fbULMO8bk$kT4)00-jvV{wZa^ht(xt@#nEyrAWK3xOA5q=wN9~f#jsft0m4flU2q)%mUr7c zn%$D$b;gz%pHX!Z5CnhjJA@aBLr3yv z-(it0Luk_xFMpV*iLQB)nXPf=ghqwOFPT@Gj@?3DNK5Fa%IUQxF>0e#f_cQufPqPb z;LjK<%z8&Pt;KzAgkmp{I|$a3g)e=zm3KP&AN3Lo0U+8tU1Z~8=i6q%Qq>kmB9BjS z^Aio*Yw<_$QC&z--InFUR9uA0H09T5df&gsP_sX6gd(TF9U~{Z>Mwy!B-bUPP$81O z<}F3(K2U4>kE@ESVBMo+1UOUatcFU$BiK@v(3-nt#-$)kx(u8UX>`*rTGPkU8+A2!W2<%d`!DaErQs4UzQX%|&xY=SDgG!)v>Jt`B65=6qF`!j8t+=SHPGLFAcc7-oN z#)H_}d60KJIuHxm0|xz7?lCj?Bo4vGJE(Ssa1GXWEjPzwPe^l|CCA!lEV1W64k>IW zD+yov`XkbMSrEQtZ6k0}n2%K!7hcH$zXCy+eZUXYY+#?OW~PJI%8V{+veMS66s78G zp>898x}~;*jUd@&`O7(DnH@2(D}P3Pw8@x-FM;R;?IGZ}i8>gV4T)~YIuD7mQIG{nzL2QBJ1g}Yl=sYz%JlcL zg7k!d{i=LcFV!qwJGtXg&)?(q!TNQ9ab*o2!L2K)B`n7f-1`OU-SjgUz#RX`3mR)zta%6l!8Sk5D3Z zGZ1Hx0A52qw*{vjouv|e&vm+gfZV8Y`U;f@qzuhPF1(s&4`!%@TM zs*3tg-Hx;r^dl!12lyP_yeHq;gvRuZZ*>D&7(?f0f*9sVi7~jrVI@!j^<@UrKhd?T zep_s>oA8kdS#Csa*XZgxjs^6_5+Gzub|X7ds^T|rDNN@z)C1;&x@vmCg(w15FxmFXeCOSRW zkYLEhqiLCh{KNM?2^}%$uqfXv9*KpHusduh0j&i=Sj0OYfKI$0q(42T z(07T(?ggQ9JRn2Qd9`UtI$qyRJIStQ7G;L|()0yn7>AWOLYH<0#^lkf=$x;oxBukbc9Xmlaj_mv6LgD2JW0Htb#j`{@DvM z^O%7dmteRp@QD4;%aVX&u8O83{`#=_!oU-lL7RceI{N*-s?MDpah9s($salsn@3ad z7{0{Q@>hoP)iYe|8E<=g&vUHy>I;)ByiZO9Vo5S6&fCGM z+s02rnNQx>|7Y=b$lm2RSSv0IE7_g4$6=2%gvr;Ev$@`&BhAx2!nkUpK*02iG@t_} zPvCvVJ8K$4wRa7)fFy@#g(2m0VLUDD5cM*_@f9${J{I9zu(@IBJH0fYb8Y@+h~szi z6AzHgglRD1qmp8E(`1bX~)7D*}NWS6G!>b+9t zA2hx61xB_NAk19XH~hu#^-%?e>TAx*fu}W_$@SFA+&Q35dWzDbIow@<_SoMfY7)lI z4J-+IW8DIJ0l#HujcL+-uXZYqyJ={63Ce@7Pi}10+|cA!JgF$!(Ul{UW`>4DhcA)i zYV%FyVCxk6dV=(nM1S>^)zsME4QnQWY6Bzj_u$C zRSk}A)gOU|6Z;EJH^Z@SJoxBffVG&GYnDh9-$T}`0#-YNX((T&^regh8+mPlv>$Tv zSUrzOV1DY#+)>`y7Icx`01{YA4-`U!ly=$ei5D!oN5 z!*;wdIX;jJA0tXF#gY6=tmB@WtHM4kM|5F^Y~LMaGJi`j+;)P8pBbKvB>9!AX71k^ z)bg*NrQJ?IME26VA-*(?3&XQ(-&<8w2p!j9cA#)7a|Nl7h(ZK)nCu6E-vzTRgIye zsgo6*E8oqHgs(BGM;EJNo_VFY<9`~fZD#ALC3rLmiTdfo;sQhzHG^|I!Zufpi*t`F zJoLVHb=-KJ>zp?gBh%Eb5(fjE6ZTKN>liAn##jF}YNb4mFVRZeZXYdmmTR*0O(U$t zk^kpOKdY46QF%PJoz@+>V`Fz~ua@kRmZLD%aK=kii(__k>QXZ7^37KCR>H>+OK668 zEwWuz@zfgb&-oyaCb{74C^5H4}s83+hM=^o%G#hWKrGP7gV3r{LlVCny4UW%8xiC`vk%Z zujqjl6Xo{5XnB0$+N>?HWW2Gx0-#Hx@zDAby#|#sln15E z;eCPTj|0Vl6hJLE4d9A!`?3MWVN*KC&%I&;+}Iu<{>o~L1493s!O;Q`)D@t3oIU;S z)J@f)7uhQf!}7YiXuY$`;AvyZKx-p_OoK!af=Ad|ZQ*EVa`jQDmZlT)5}c5TmKg$9 zAY$E^yMgLfjXo~2g%<;n{WPpXK&zt;E$X}2vmQk9!2$?Pt=z#P4my`NfOAi@1N&nZ zY_L8cki-ms+aS9(KL()!P<{-9=lpa^;- z2H`mpZp7D0%;chV8F|)?v3Ug+J1(FJO`c@qv~cNU*n$*L3^c!@Sm6d%0~|AF-EzOo z67P!9_8 zgL07%4s-MuOkCl2;2b_)QYj*5*zIHKfRwD_YWsMlw#)*fUkE-|U7i4k6`PpZAogi9 zW(Ln%5BfO=x9A`XxqL*x#W(k8hu?{OCU}u91AIMN43Q+ z%Cv$~mzBXt<8p8Ecgs zi1ZyCzC~O*9vb^1ZPJ8%(g>9DFFbNjj_Z7pO*adXX^{+)O%r@{!>33Sv4|d>?dghb`r*i(y|nJq%V?2Y-~3X~@5s^8Yafv@gHVlq9h=pzlfln%ef)I8e%^Z0 zY7FDkFK=0;rf(V;ls01`j<#q2c7dzxT$^>?BT-ms~Ms_KxWD$m!xo&6A@y~6%ho;rhQ$+mLv$;9&R_drKo*Ulx^JT1{+2s?Q z1a^^c>`DV`JHKWQvl*4MVlL#Kk>O9{`aT7nQ>=Z|)u-SM98U|gpaH-}(6Lm(k1wVP z`flaUm?RI(c-Z=6loI>-;?;SX)K^&5+uGOI*)1%OrknhpQpR2=UIA!?&* zPL@h|QChUS9w6#Lg>>M_L@GD+BaYIhiip(F2yQKHDZCXeDS)SOt9RF@a%d&8JBzO_ zg?!?hs=-k}Wjn|{`)&#XjVe!d?d!WvXn?dXRYO&uRFPD%!WlDWzv0vM)IYL`7arJ_ z>wStUmTa*~{)YJDL6}NC&JTL#v5vx?;*(Uru$gv!)?QM3o;E`GJ3uJz-Rfe#@7#ke zYJ?9^##Zo_#-`dDBk2}&4gpun;q+V%@NpzoEPF# zyBS`6x5ha;IxR%jMR;#oEnqR1S_KWIOFs#0-S-q)D5X$}Y1x{tG~P_h?|;pyqB}iq zbweegaxOtvJK>eQZnuv48yCn4>5eT>P7Mj+5Gc~G$ zHAZ~nzBHAI0jRV}1*|kc0%B@~2G@vB94w_pycIGRdx>t@@koNpx}m)d;X(5g6 zt?b1f-Qp9I$}VR}!|UKBqD&1ldA7c+N{sFdXyr;&QKCkiU7^2nV^W*r2oq}{ zX+P}s)PcxMW~TVJFXflPHe}{4_zosC)Xp;W=;C&y{QupeY2C}Ak9D0Hd3hk$Avuf=~#^9`Ala=0X}&wtqAMLUda@U z2Onq2u!h|zAWcAUWIjVI@;wSD`JaC0Cn%2hiFLTL3{-Fufa??^kAT7{`3d`W(lj2z zwI;a`+dNrp^u?5x34saw(@V280umA@Vorj&pNmQ<1LDjCnk*~45MoZ##3n0P+(+;f z*ay@~e8*IxMWyLgJF?CaBE>5A5-3AK3!3wI*8CO$OgR`$h8uvzL5yv3i!aj=@!lyL z8s;!uIP4eOIUzl9JeHSdt;@CJhqX|)4?h?KJ6%u&G1t9}ceVE^N=~6=S(N<^@;O*i zX!jJ}!PmKYJB`)FnUftCw`>Pqzyx{)+c8nwIW1ptx>jBsBPVjwptIwJ`= zaaHnLC8|lE`^)(&lPfwn*+_AMQx3gwF32ta>s^uF1ls-|q|9e%GcQ!Xz%T7!HJIU? z(d5&E=ag8izX@r#l1A}0$Q&EFnCLTnG>vSb1xx?| zx0{j?!0wqWl4S}%m)92|q0A6Y5k6uJUqrR$kB#O*)~uksr90C`AH_PC{S6Em|D@#l z8*~_*esH+D=j(0QE-1KXG)=4b=$>(VumGnJ>7GVNr#DnXG!osrg>>e~ZlQg&24FRA z(+*dQ=42oXxNH`-&9PMo!%&bKngAe6vWA_?1q=dwnW}eMMOIFyOq_4Xz!aodWKi%w zkq|bguITXY5nNKs;R2Oi;@`5rw>~G?JRz~@Ud9C33drF#sI70pOaG;+a}iDj7*9z)RgL{QI-G$72kva^!^4vJ8p7z} zA3Y@Gu>bENqy=KfUB#T(8phpFfLTp}z%1(iXa9JI6ULK=?_mLXRf%2}*{t(xwnUrv z6&(k;a^f2j#F<;pQ04wV{sG>AB#*Kf!#nkwmz2%C5mu%4kqNdFRH>5EUMpe^inYRP zMi1d#*pMc33@_tOs0RhVWaiMo1J^7|d_TmeAUVoOEA{O#OqymS=0=xrPAqCny*k&r zOSlzW4qiVV3G*audv7b>XjGbVRm_r|;6@57wUPMx-;(w}VC=*j05ea$X^!@^%y{x2 z6*f4f`<8SxCuss7;Trs+icTxR*45%eBfwcw%;^ej23?@$BGY>vC= z?f#cFqsZldw8csGjw6vmu@>!*@Wim*Y|mao3jz)ZdB2p+be?Z3=LDn5OL=-i zEPGK4wb+C-D~}{KLC4m1mQI}@33Gt!3XCSqW6>=s@5J+f;^0`KCJ{3SO#(s+QT%1F z&6;BSe!GlFAL56`>OuGmC}@oXKSG#aNCStOIUyGqo;%|CcQBRZskk;ZiIAC&G#4ZM z73^E|6XPdPpKHM}XjR7?<~>=52~ndT7rIDe-aK43$$i+|SN?9anXu9KK*Ccj@w2?Pw|=&4hIQ>P7L%m+?^KH|znUIf^4CgCI_FKQxwbksXag zpI$Z)w0-FcWj@xr3D^l=9}ocUUBu)!BXnYqhMp7_eKTq$w<17v-KW2BRq%<2-Mz&_ zej_~PtsQ#R2812nL$%t1& zw)XltCW%~9br3Hy!&ZtT68i}wJ04@$oIM$)wfup@oHGZnl{%>@x!H-fw)fdC3*HRQ zCF0yfy{)J6KBljH`$KPE*MBT{NYawWf1x|QCl|1_821|08!u*t(P(u3EYMo^{)rY7 z-jX&A)29ki`Dao#0S!ic&r-9o=TgvVvuqV@6lTM%3j6+%V1gdPm@MUX8B&+Rd(O{> zCuolFT+_)H`*^BE`&3f$7MWus&IcPejbnqaN9}?+BUV)qX?kx^jY=roZ`NZSRwcl0FV zG4`RXk7O)1GPl&_{9VdiFuA`j+ zA3SrGH?=99M@lAFlTZi9EO9oxqt8!$i|IWsEKd<(M}c$G_QwNFM~HMU13(erPwVW7 z$Gzq5+a=p&*N>bKJYrbplA|C~nGTQE`{JWO>O!vnra~(8YE}0~SmqeOCe)@5nQue6 z-)nny+coh_Nc)A)kNM~|I=l`J1UtmD-oX!HrQLp94*xE=Jl#1{k1k{^h#ye1zk|jo zi-juxfQBboq=3V_pXz15vY$0yIlFLr2nE11Zt{Rm!*5*v29H4CCl+W9FkrhE@pJw; z`}8kJbHuBE?6Uvyf(1cXp!kQ}v*IKucuesh4+W6v(#tIJu&@U24v4eaqH63zNRVs( zXZCeH$Q@etWKuR)&iGJ87|ubxHZ|hyDXaz#_)u>FDl2LoD1+ah9}D~^zMfZ^78~P{ z(l&^S=c^~V{#O4)A~+Z9(6l`d44y8_oMIqSN_WG?ghD_O$5r}}5(mq)Z*YHhG#3Vk@Z>2NGLoB0dmr}wMxY?PgKf+84pGY z8x`$OA(#FC1;n-1i@z^aX2TH8ttiD{Q@p*E#G8 zse+CGEKcc7FRoo`2&zvDO#|f zZtA~#?$@6jrW|cvKg&YaPeEAet`1Jsv;N5_N&uf7saxT*02l zOM0%k0_vZ^BcyKDo&EowC-SFY|1oz!aiSp{_EG91yy>#2)|^Ms=*S-XA||L2yRvq6 zPb{tUmijlx$o1K@VL#xl$4jsoL_g#pcg7Wr&QJ6dgo+kf)^MvwpiP3GnyFGGV7m)(yaZBHh>i*f+pRdt~*ORXu(`ZA(xF+9T5$z_V zs8&b2QkmIE5p0klQ0lD>Almv-Cu6jh<}&so-X4&F3BdM2XYORH33wj<2BbSD@JfpY zk%yIQ-p@acwEaTa{)A2%ndB2?)RynDy+kc#|1(`5P!n1{+Q0U3i5vmyvD)qw-lgCp zA5MiM&!(H4qI|HaGus%=OV)lf)7%;TEgxPHge4{i^~Cf-v1j#rC5@(_bCyTR0l=22 zNqQm&RpUCpu=i1hBm>HwN4^)0I^i?Sr-HCL&`L+Y_V(X_6>M- zoDbw@|L@iLlL8j6TNR39j(qC6kAL5uq|ehA6(D0&pN8Jpe_QSymcHeD5gHqVF!lcS zg6;l*%#9kz_Pa~i*$6)Ji*jhWs*(FLhpi^nwK3*i%C*szZy1ez=rLn2viU}%kKvz) z$|Bv!pg@24$t+uXznb*FH`myAXM`f&NpgFGn|^mn7!F9!=p>8O7hgrzGmOr*ayzK2 zzKa|`!Nd}>jGpJzr1xI}qznug#9)f<7G!ULunDfqa1;lMB9%S>O1B?`O7o=qXwGRP zKH+n--(FuN0GlTT5XniH^#03ZosDbo%=7{#cj6(ZstojO3{<(UG^mH=jmEpdDGJcO zH8^$O^Z&zZ)&*YSAqG<%f{c)EdNjKu;?M^AvQFcZbs}laH(!^0G!x>c3=FvG#AFOS zb~m%Egb!+?Im`Fgp6(}}Zgjd!eUlA7QPSX1kztN$aLg z#s03O?!tBqk#tN#ny36>{h9Bj*UdCnNt`#jrO=O0SJE5>!@r8-D=zLg_Q@=E@ab~7 zF6?_&Zu%|MId$K&D`hTwKCTYN5-5yho&y^Qp!rJ)rxVu%)p^A?>sugt+60~5QT#(9 zoyt6QzsnpQXMkTYScp0^`j@8e~8_);!IP8&iLj3!_|MsWBtGH zw7+Wzn*=5x8FbA zZc5knc-+T1j`KK=6JKJCdnYZdQW*>7k@xe8-#?m;FOpSsQ#$1YR6MQJ%&poef0c?Y zvgH5du(dE!nopCo+Wa{Ns@X{lf~GS2(_4IVZ(ekgi+x&t+N~?SzjxgO-J!_&(lE~- z$Udc?Y2x-PI=Dm)qzg=HDw3V-D|X`r2acSZqASRF3RSw@xz@GzX_h*(W6w%XVPQ+bLbq` z05FZkRTf{57|~M3r>vVl-bOei8P8WY@eNscT?U?PPSE&1sp^pK%r0mtM{%#c%d4_;94e`(cM5BL z(CVJBcp{lIghNp8J6RHPw#E!-(hKMwSEe5(gTmIHlNQ?ATPbo|d>nZwF%725Es6@f znknkp=R9`Ju`qa~7Gr;1kcH0NnqT08uE!@sW zk12~64-b@|%#BBrHI=C~o=ICam$19+m%J8vtJ1xpigTv8Dz9RedVeV_k2`Xo`n_&^ zulW1>+LP!6@hZ)BdG9{e>lCJ*gNuYM+0G}$>J57obeZx%fJ`XDFazW0f`4N5iLjp? z7aSH_J*^+w*hi?X4ha%Wy8)NmS_U(sCp+ZWXtYn$d*7>e&o_eh`fc+RSB)n+C7h8; z5A}dzIFRyv4j`pJoHmA*5aZ~HKz}__DQ`8{`{TmsgGAOgENlPAsYAf_CCfD7G@4l5 zNj{G#ApWT@uHr+VI{bs6^EoaeG{ z@!-^7`sq}k|Kj{*Z#iCC!P?sSM0>ZP{hHNTu)1*z%zpPX-X81{i1_ZdmpU!6*3Ie) zvtuch&G`Dv4HMhHX*}JcKeU-zBW{w}9j$G`>$Tgx!gguE7TX z{7y;n+qchE_fG@W_VmM~IT`*9vXOnQvD-(n*_kCF7O7e6T@uTBesR@p7z^5*mD!QF z&*4{J`F(p>ich_qZnS!RGjz#G6y_A&QItE}2t(b$5I-GrnoSUTU|RsP-_o85&Fj3&i12}|&jf9|sF zj(ahur0UPPKb!r_>%)b-`GZFUWw@0IG0+aVv=!C6^VpfPv!!oA-(DN*nmy{!eDg$? zxoJzS>hi-A-@Dr8ebvqIk}RCeLcfz&a*CVjHWz5WB;eDmv*leI3~!&1u&-3C+TWz# z*Ue)$omuTq5H<8sHt4tMy?4Es8`bhaaINr<({S4Lxdk`z=Z6bxx=l`5Jo-xlmn4O{ zz9He=d;h*+gwp1ZjmzOMJLgFECy^%2J=JF?8d25xbQT%C4pHGFZ6m&pQIMdL@_=N; z?AzCjYe^O#^|6$GxipPBck)QUP*S{Khd^nK$1nm2Up27FJsh%Zp{dyIR}*=_m@ zYPW)@sWBl_={rfM-5IBu3zv@Ldn`go!lw@XaMhy!v{3RAqIoW#Y&WKwCmQTXI?)Kb z@^>(_9)B|07$t7Idc3pFRca`zvxb^GxfR2>Go<5C5uNW@-&(bM$XWk8;7 zhCGOm*>`UWkN9jN1-6zCG?3xZ=lV~8f^fKP`C^8vM>2O;*qsQ34V66gxRqcNid0W0 z;xD}xt9`!+Z64QquVS@Au$kBD>{hRWWFLhP6QPO;Fb6(H@nlSrVl*YcaY2CRZ@=3A z!E~EB&^KT|-e8A~nXh0h$-<~f?iD3_O)IS4T@GcKteAgJKO1_OT4IEySkv+3`xrn~ zg|h4B632CIr01lj8O$bqjjT8yQ+H#|X8UGkk0ar?ZQ4Lro z*uUTPXty}oaPusGy;M=ycYkO0HOP9kuVvy7rbnkAo|(@Og6n=_0{h8s1O7 zMfeydhw1T#PfSjG8;`!l%V78IO8JugIBYmBgfQ{}7A$r@?@APnD4$87|K!*2Jmt&&8fIfx=pEW!^NLVSI z@FlR0&#Jtdk$8&~dLf+48~ne$!FmJrthUd*qPBZLo4qv1iUJy}Dac#f-R}UJc7tqJ z2$N@~!ZVcW-!{z(NEb$~kAuW=aZ{D?7RZPOF9!RX^=UHMeuWf3&87t7heA%dq!)`|j*fEMKe@|ANDkw7D1chA5AAntOw` zd6chp{1jQQ$|ZZ$&g;tDj57w$4%l%`rSyM<8%!g4QbC)wl<7}}`Pk~VBbqVK1Bs+t zDkMj~->#03V8r=7=QeEWRpg%y`Q~MC!V}jwqW1K@Gx=_oHjxE}^!_{_46o@Qbhx1HdVFE79yd5sJ7j_(XW#Yp ziKMoLEt5r5|5#aPmAX&L!cB9VXWyB^EN_@cLt|B23FhRc%6&vgb2|O7AWT`)%=*bg z_kw1QxI3Kh+J>6}b>rGGxLGp#L+wL2G(D(?5?lj}++EPFF#lYnb$$?Jc|ttutLt9~KHjSdjPKm9P3} z^VX1o-?8i8){N}Jju?HnA%&{_dHN@tCY!a4kEAx6E+O^m7GRiI?0h=i@ANxsPL_ZD z7;JfqVoA6Uj-P2$Vhm*5!- zHn=5m=Y9n+O>(N1@jw1q=pb*jZ&EvrklXcTCR*uivW+_hpdoT(`*5v7O;v0PPq|Zq zWa}9)d4zU2=WONAfaqe*n>w`07fTo2C6Mg3;qndn4?$t6{)?bUpSf-CyIj=!hC#Qa z?zMz_dMeF^!{TGFCP!Sge!F9Rv$~vtcxM8`%l4UF=^_IpHyg{ zXBpdinKIX(wH9@n`LSFF8`XParE>#4i`~%X7Uf$^q7mOGs?~gtTXL((+4|kC*ZxQG z@a4i|0yAvXvVC#M5ayTm1jG9vMg(1@llFV0thY*u^Lzce@ zSw3+F4hWh`9eM$O5x?RK41N#wh66?*LZR`srcwgn0X+3{C4QIgfZC;)u6!d_Wu(+j z;wa2F*u?Z!uV4}{>bHxG*cSBb*qrGsgItbwka$LP-3k36giiMeS{GuzetAF4M930_ zk3Y;Qy9!+%X5b30Pr5DVlv4W}4bJ%-U*=T42@SXQH4LYz|?Xm(MV4oo_;FgIF6tIyVu~hF8+UeU4q*Ol-6V zl72COQ1!PoRj7=-waQ2`t$#`JTu$2Gk=i6bFXBXt0TC1=QQ8p{Y55L9FbHh2{R<+d zAv_;}V}2j}*ekZOn%5$%m7zK5u8rXIzhjstfONM$=~sU9?HozvX-A0DEYqpx?Y91p zHJJL>E87WU*T%efuk{{#=-jy9PIx)VR6C8Pgmd~2mW|i8folJ-scWH+#6ia4*$n!g z9iuz3t_>v)qOKho9oKhvMGkk_}$Z=2YGh=t1*SHEzJYK!r+MO<;bJPhc?xUGTTV)!uc?*Ym&L=!- zGDpb)Lm{L?Y6hP3kAGf%5%w-gDWN!VkwB}OFh#O!WzWEG(SF3)Li3Aj1!KXCJT^*q z<+q}SjtxHF1BQ3%xLA7r*rY^z6kS*iSNzp>A{}ZPbcjVvjTLh%H(QFU9uMt{;&ka| z=lj3#_e`|Ud}QQRD<3pDKXoOzt45`2s&-D|$ejpswqs84)I9bk7(to=C=jwP|y zM5+D6tz?M9uq+wTsQ)!73eEGaVomw11F?NFagC^Wby=2g#VFDlSpW362Vh=pm3G{r zjGK+&@rSV3tj^Qk{7)NAbC2S|viALk}PpjW1^O_V6KXk&vjO#K*0r;=|asey%-6Qn(o(G$eRm(8N zJ@*Yws_$oVd&mYv<5!a!lR4KbPo8Rvcna`gNnF$|N>sdJPGDTTtr^oNs;Au{cDFR+ z^>Gj_k;9n#I*-{+SJhp=!{lo-GR*dK=qxOZByk(N;>u3zifG%7QwGn}oVhKv>ZlK52E8SJ z6!EPE>ZV+$<{U#j7Ck#~*6X(|Di`Jt=Kx)qYyP#ol)=?^dz~@zd@a|$l{p;8YMd@U$tE>_|i{E813wl-DGiN*s=s3!^@Mz7GV0Rz!JDwHIl* zBD?0{QbXp9?LjLa=bb3RJ84NWzlwCRasNizwSvaRxx0v8(5O43w)?L;lYri~pn9ME zL((qg(Y)#t9ey9I!M5q9t`BlNhBduT0S23C+~+)v9l!kCLt1$9<-)Cq8t4*Z2O;z! zzBdkZrZ$amI^nyB@&$FZ}KimBzzI7c+6<=XdHB_YC6Q-T;%JNzEl_YpyD zChn-fa^>A$N2sG3Om2Pb{(K(^oJP<*>@EKf;NBGaE1OONU4UQeUiJmhiCJ~2 zn|-Ph>1Nluubpjk_1%RVi!~n_0^7~s5_tZY-!Wk>JErhh3#D<15eprz)Nf$$(sx;! z+bnqNU^HAF_+yMb6HF5asltKQkz*~^(*B^Q2&jyOkF zv+&6re*3)ZHyf5SKD3bZ*iE7+)q8KeQSe~?aK)+fLPCs3-w|F+f53v@7<*}x;<}G1 zX&(cg3N8vOQ+KuGYvumZ2*Js8(^FdE(10_cBYE^Z{K?UvX69cs;eDKQFGIw=!X*VX znI!5`{RBJiJq>@DKVTMF=N^+}k*d8`ImNWEmFoK1!-9rk6gzlAbn_;y$2KE%-}ax{ zhkRW8M`e}U6YgzobyZ77Yh=BuPv%bbmY-JPFWkS*?00>`d{)@K#ivwyvh>;^(T4NE zOR6>lhoMk5lQH2MHybTitF1HnMDJAgx}G>=^6N;s__-yfY3Ui!3Y_^zp1W&y-0cs< zO|V>%p4Q#9F=Yh-mdz3SY90@i4vkS;#?Mykxpy6e5+#W@YP@mpX?0-Nai)4Zg~j80 zo^hc^L33Y1O^NAG?0zAC#~Z*{B6GkBxf*jpQ|~^F>=z*dfod*n&(bkB-JeNx^EZrE z%GLeeoGC%Z>)Guax^yd;`wggwKmvht7I)K}vFGQld0GME`{&U3dJXXc8T2rmBO{5m z7&u8fAIT0(2;Hqj+c};pGivNHpKOGXdQ`%!B>7dOtMz}7^CNwLo(9}af+EJhWr+)B z2N67_6S$k=9q|^O{pE2*&f(Dn(~{Dv{*B$hu&{aerp3eNWxmKbuHa)60xZZ%$#p&B zKDUL^hGNkwPHZxJVBT|{^{5dUgGAgcILXg=rSfzq#QeJ3=i>N;td7IdaE~K}unP18 zVqzAaG(H@q!S5``CiU-1lFTjUOv%Xn#p~tKH=!^+)-Kxq7361Y_5L z?MT(}fdo=vh*&+V?%lZkv3)Ifg22erwcR=XhIvU^UiDGKv=QeZzR2~?z&mGbaVxUF zanHmJ7~E8qGEID5@+;+gPT|m7^TNU2n%M(&m1mWo(hlTWa*w6!)`I&gn@Q;}eoPd? z8gbY6i?q!a@ocQxG$$6>f!tH>=k_n|itbKVnr;Ih3LRqA0|Kbpw*AqW$a-`F7Ov-B;6KmFVu-*y+-wpb6C7PU zy@#9Bb|l8WEo3~P|B-yZy(Yir5%>8hKg@-xME~tz3)+W6vmGm0@ztZfIHK@4F$8{f`VqsyOp4t=6_Wd_zVI>8BkfCq8fsZ`d*40^2BR}2)>D3Ljyq3Wzt6_{46TI6D`xlT*-rO@#OC;MMp#e{p#Ch$PE(G? zF}|_qxn|yvNV9H0fEfg{l&^Si{3M)$5RMe-Hrq~E-J@FPgqHJaW=NFZN$X4aY}Qk$ zF}MK^;sB{eh_-nWyHA&^U=E!HK9DXVfKdxoZf$X7 zPDl_$1Q{4V$TNsQY2)Ui%v=eGngk>GSy5gbJu`OhaIH{k3eUof%Ko1WbLAIktKRqRn;CxKE=hzWB)j z+Nnbzu@-CtIPd5CUeO8f>v}M2Zwkuw_DE%|76KQV*U|@;KECjEjT?2$C;aNvdKNYQ z*i*nxAafzSaVlE9uQF(n>Qf6MBlIWhrzd=p&|7BwIZmTz721SuPQ36vK8V{?9)7b8 zPe}{R5=yC#!e=myFc?`!<5r&1b1+7@XAe%0Q5lFw)!igyJP&Fe75VT(2!cFqxk8?3 z%>-14FAg&iqQR)0VXk|CIZi>#+BpERRh|Jfff;zuI=)S7k$k_`2R5oM?dFSGXiR1B z#e8Ir+l)_$fS8RN!V>=@U1-xWYLWw$uu4^OUT(D zy`37RnZ64&CDJHQV%{<%B;Bk77*GGX3G`##-z1NL%z6A;w5z;-VBl!m!)K7L*C7(( zyW9fN0;Ww-`3-b7fe|9ZncT;S0>Bx)4K3)f+#ZBZtn}G6AjnaeCmILm1F{zk1ML!C z)gl}Ey2JfjlJ?#jf05Ag*BfwshP%<4||&KR?^n$kLhub z`KB3IliWX>m^cMY2heTAjjrHykLYqIm3>(Afq<)JX&Me13xD^0n@R1Dyz~2Q4;|7) z)jm&oIN~v2E7njr;CV*+Q=w3e9i43yIGXw{a?dt)hC?G6#-3YzZl_4}I=NBDrz%yS z<1td1{LaxUN*ft{*OySMb1vNm`a!=PB%3R?adn5yZ9!k_XNMIyMaHvD(d?GDBbjpg zleGeFN$U7F1!mfs`D5;>5sbp17MNp z&kAO@F8#wCYJBW?WoD20DE>yt!VB!J?>iYTsq=J)6<=zd+Bb52y8tJN<_`8J9BxTy zM7bta^PO{_?n}ENoH3LX8mlm`!OXTty84F5~&^f*@O2^Y*TL$5?`uFKoo&5g%@ zKix^F4k>(ngYRg)uybVd1F!4B0p$?tIN zy}03OYh2VE;jW08b~(G+_*hfFSlwOse0suXRk4$|wgt`S4V4Up%(tkM(e1jSMT)-3 zXdb@CwU^_+sCBuMfeT{{&VWbeYU3&Vg5%V){(pN%NA8ebN{}yUEkN$SBDFqCT<0f! zY%d_V^21gc&*5I-Hq*P1z5y=kss8w&ZgWxOFaruYrCELOco5o(@2cj!av4!z_56u} zbd^hc;dt5b^lXIIt79hhhj&~5M)66y_51bfB;v;nu=tBh?8HTm{*cksQ4&oPEVSFXjTidt*vc!t~>&A-z~ z_gt2`+lCs2$Z;4wFDLp5+w|r^*ydjQz(gQT>i)xL8?V1l#Vr`x-{(C7Ne3+I$`}32 za{YVXs@dXrLd!o5s06=FcK<{WX)*k%<$L z6*w*zB1Zzu$x&L)Yyybl%!rwCwF|Fy?fAnQoXy2Asib~KGt6GEhQBw$0qK?XnBKDw zz^AsnN@|r}+RNkF7*0!tz^{l`C@s=ka&_eNTn_s5Wd?DAh%YRn4iM^Yy_?OZ+9lCF zGQ5ze>(^017bCfe^_Gt-yG*vG{4IL)U_6-)}nxQjsw97z9Rjd49*s zOj{4HKBq#(MeX~Zf~?bpc?dWhKxKt6drz0PN8X--@LWzk-}(S7&N}<-zVmwTcsL&r-|ClYgH5hg?nQICTCZ8BX z{PDXEd~dc%0mutp`>E0he5C{u&|T9{^2W1z(JFKDhb&HF2!>=la;wP=IQI*Z0ScrA znjb_*Y^o3~Evcgc;Ceu8#)xEEM4AR3X3yX#)PYN7LL$)(AV~&J9Iv?th-r;FReu-W z0`JV2U)$(JYvR(#=zeaiZ7aw35b*Xo7%=n+?-YUtI+(=WOnLj0BY@|@ip)NbQea%h z>B+G$S^R?eDP6Z$zqSQFw_KDR+H^74d}ac@e4~5BGEmCrulEEKmv)25lmZpBQX0yX zMfl%e)=*qw!MQcg?k#_oMe_%Z)U15@6EkMV1`Ssxh(5REh1{uFX}lyAU94MkW2<;i zOQA}@)XVyuJW{`hQf2I0M~+Agd2}=NPz%`dhq$WX+K9yzz$3 z_8bT9+^TT3o>TaZ-S$KhPphZVzr2c+BFY_g=c6~Su;or3B7JI zvwS-%m;Egkc13`qH6(D0=$4jE)jVihnSP8Axf}Sh{}g2YdV~~Wwbmn@<3Yfp=lG9g z-jDgW%}`?dwwMcnc_=!a9VwM$cmb_6j-T>*MPN5{q@-IV!zi(4giG%@NHY=3(KVZA zc)X-}@Ln2RbZ8T>g$_q1D5H6=jM>K)&Lm`A$NBxUuV28ms)%#pzl$ga(dA^P-$~)l zkmX3u#12S!NPXzEIo=RA$Thw*wLkpgKNC7hbe=rG?XoB9zQ~{vF8iYCB8u|K*aec5 zT(E0eGZxX6D^x?lYcW?CZK%76_n*Oei}R^J(AYATUkA_ssAT}mO4jZ!WEgjLZ(?4V zJ>3LeW5P6eNRCjg*(Ja41uE3~F5U9UzvEuZ>`lISOOT?0BhNQD3LfgS80hiJvr&IJ zvp`i(DH33ca3Z&5QbyV1wQhwzag#-dU9jJTbYt1E<3)YYZ}yAbUZ5F>_N!u%`mqM3 z8vS8TjUVOf5Gi&0SiJWz$6a#i z3-wTE^(J0vyQUpYqTc#Yg7ZWQgtiJ*n@0z@(=|VxebW})RYEq){`2K{V!hcrFUmVO z5xCtIa4yj$J|v9dLWo$^iv8j)goh7r4ZbvpcItXUj*9x_SO&_H81d7Cf$HCH-`W@e zRO5KQow@$HF_bayHMN3+U+-A}DrlDrt4{=4m@Uy6<^*RAAUV)p*3DUZmkGPlv5Zp% z>q``&FCV=9#7DXv11Z>7_G}8&_qaV!Ys$3pXJ+k`=Zj~3+MV_5H?<*zK?(u~D*rR! zVmP5xs1x#kKfRV!rm*Bpr-^X~82n)YFNgKe?FW;PYpzi*!!XoKL%=nBq$68o>$>O% z0d6~+XIAvnm!Sqk?eAZXe|#qREd|kJ}g%cH6~Ie$iV^Y@QM4IwiVodPo!s&oy83 zo7m;SQNuLUG@gha0YMY`Z;GS5@_f|!mdokw zts+yP;PQC0NGCnvHSb^~?e&c5LjhoQbA&KBy}V12pUrc^q8w$`txM7^0Yzm_h|}G* zJ>x~G@4twShpi>p(Uap9iH>;lwMdt7W-J?+aE zIi$YC8Cpe*vyooZ2{jzgTct*M@UeEL{&(xu8DYURLSh@8{&R#30R*h-F33)&xb}a2 zJ1g7+R%k)R045rie;npcr)f0#s2I7n2~0q>7()3c@rNs6F1S6!S|hnt2TRRB28q=J z!3_4rV931n9G64U?39iiP%WMXzy0uP2smm@SEptPY)<#sdxCcgfZuyLs#R;*$sSEg z<*AI3h7WEwja7+96x+_|Q~|~Jnc%YxBNTH_PB0o@`LfIoEMOo;hZZg-`$0r?2^A`$ zaWL=S;tSzI>|vwo62|dkjvCeeOy`L1Uw)2DenqgGxEW!i4BXqK8b(qo`pPPq zY!u!4mIU3(Nj#MswMooH)~v!eR26$`4No>{#t5VD*0fOD42vNFz4fZ?p~GnK!|P2Q zNQ@sac?^kqax!28baQ}4JR&g+>*TBF9=L6oumL5(%a?A4D>*QULT!3kfT83UHk$`v zCwKRz#mJh2U~LsYA~kYP(gF(VuK77SJ`^Tq^+BW6%8S_&tk6mzf?JnAR1tn$07vHA zEOsNa59YoKt{%5Pjg^0D(9CNI)zBqy@S|?Uv!WcH`X5W#6}q~@#Jfk-pGi6Xvt?FD z;Ge!T!hs_|E9Bwu|2F$M>qczqk-RfEo)LL#>*%aO{B8)GpK@-QX?1R*sm#Mb2ND1R z9Ld@8xm9!g0=>_HDj~64@VUjEN4f4ua15;VONg?yF|gWO!)2_0XR-vE3<>`d;P#FC24|<4P@9w2S6YNoVO;S$ZJy zr`Wqf=@W7u>t+F&wk46p9QK@-&Ylx0eU_ z^nAAal1%L-C{g-Ye;8F1At-$HQIg#=OvuPm+!DV$jS7W-jl1*PzmFz?tag9{4L)aH z{gdxID%9Bd0_K00X)|2*eyD+CCN*@#elNc@Qtfw&j90!AaJx30mY!4`oyO97RH65U za%frJo+i^ePnB94y0yQvd~$q~8f+e!fZ6UCmuE5IRo8GLcP>BhYPwOOWlUU;g1Kd8rU9r>E}O zYQxe0J_c6PDxD_me_7uD|LP^9SLw&Ckk6``TC}jZ1c{x95ya#4S!`>rkavBa_i+2~ zamv}EI6Up1GfkZ39qYQlH}NkgfKcQ%JZTl~*&zw@wu`Q1^YZo+e=z6E*#N?T)Lrf- z*)QZ5OcGKT#{YXRe&m%^y5um^d*xS-MM}}dl-q{?9fC9?#Am1C(2Lk6irYG;mr6hL zyf%mY-D|~)WB7UO?(g-+|NE%4hZNvG!qB>qS*iLwKdxf@KcMGqB(g(7E{&1Qsq{w! zdd}^LE-oRbr}M+hc5%^(Xr3j?nv!c#;uGNjAQ1eH{g*N51VYLdHmcEmxfCo>H|}hL z>wjx-@CrV3ylUM2V~2Zs>HQ`*w{n5*R!UiJIdeECx2#aEZfD&5b|G1fjAZ`zzg|6; zb(gn~Mm~KY(w@ z-)Hx)!I!PL#BW@Shx!EsAhCOrf9j26?r?NR#-djBH~YuuAO{2RvNq%0Q=MlU9+4+I zrPV=5tJucwv}l(&9_$RMrwg zMNaN-b3tGs%gK@t9)z&TfT#rK-`=xeNOD~P@Pu>Jw{iSqvAf45&uUO-%!jtH;Odj@ zydd6pkWz{3dCbKHRS|Z2FGDU{x^33g#30r^qU0iF_wPV^{58{epF%QKY0;23i#(BR z9XWqGjl~1R2^b|c1GfL=Q=aa&$hn<(&SXICj95JU4ti6A9cLPf8NQ608bt{A6Cpk= z5ztmI=knAUqBrE3@)+u7FXu&b?~lab@!bOI-Tz;NBoDWaf#w~F_gK1UW6-QNtb9N@ zo00rFEEQFvM}3xr@;w&HWONSK?;m&DhAS$yF?31@n@K0B8u0mmRW_umAqk@#_|IMB zPa_)ImZZi47}Jb0_oXrxF_v>{0b1U^HEowz;yL{*=!_jY*XV^v*H?v94cR$)yw}oxw zaohJ;``?Xbz=mYqK#nb>T4cjDT{I+UMjPyLKrjou5U9XEF2N2n;H0F(am}SH-suP( z*SipA(Liwp$^Q$6an{?VDKrTl8lQp{8BE^_|M$dZf42reu!!*jlWm#5=l?uaz+L$~ zsx!a1JFT5p0h(3vkW@@_Me+uPt?^ND%%-0iz>|iz-^=~mVmiF?OP;ivG-mAaRH(i; zC5?YEXO;y(y6h{321Cb_Y4n&27v$}ku`#`j0URt~9eH~EKb+yeutNz2gc7vm%-=76 zBtHpMxU(R&s0Rq1)U}2`xT_(uZ_&k$!d%}olAT&=_o^JzOOM~HR9}K`N6RAjh>v6~ zJOq}$uqs(ruJQH3o4-CDqfR^=^tLVVpZL zfe_qXXTgV21A+X_mt$wIRZnOhA6TY};(EI)3jr1@zX1>n~LIzZ)%TpTFGmGf(SX|MU-Zv(r|Wug*pk89}O z&@bP0`~a4^>jB<13RIO)+2>z98)3R$3mt=Wq{W8tG{WFC-5Y2v9;LfOwa+~)+2G^b zR4TBwYTD;{ILSq!CSqx1wZZ56Cu{@!auAFj;67ThkRc|oVcHCL8J(_XPlMK-f+#TO6+nmcRjtw7Neka{csdVhzdk#x=G6SO;>jpVv>I zpi9o=iTv!VZRrc+yki}p07Z~}mX$_wmMj2- zXw>eMf;O*UHe?E}os%#dCfy19bgxmyTQGkOt&ut@(8xfAq!Am#HhGWz9-Q9-o))Ph zqwAxK(%xk;h20-`-)XJCz9_(kKqCQLAiW=-57^k(pfxD<;cx|bo<#u9Iyk3P0JG)t zo3|xmQ2=|8D+I#$1Y>|?mKI%PP8e~t<@t_9G)yj7Js%G>@cRU&BaIlxGH48-x+%zx ziJ-M$;HFiAQq?6*#QA1TTk4pDx1js&%c__*fPlM&=l+D28OXiOLiYQyqY(FXt$l=E zY79G-H&TFxD=CufP7Xo(=9o_}R~FE1j@ib>B?!FjQuM7=LE7X-_q#|ZOE+FvGm&XuDaAB5JQHwY zwz=K962TtQb)n;u393GuZUD&z!kFu;mC$95fE(vv_|RM4h&7ufw7m(%-M0`|XT;pl z!YYt__j!6dT=OjxhJjy) zz?r6g+cdRqAg`>>^%qQ?7cjXX5i6 zvW7v|!(l#1;NmB@+}uER2|LSp={xkFq;oT$d|^OR%;S=D3eQm*trm$|e z-FeYjA|Xm_R+U(QTi5}&(R6~;g}uP#N^}ET^b%k6=gSe5F6~yS!0da=x5*Kq;{;Xk z{^Z*dDJ;{6I_roGTr;G|2}j54erlg?s+o$Er#$UlXAkl(26|Ph__QCKRTe&?rp*=J z?JYR%%z3F>4`hAX2)8#hbnW^YA01&T+4!x0Us<((C2fIZjU0l51HKE0ko*_!FuBk2 z8tqoYCafC$Uq0J&$*WA;d8M*E9c)Gr$oK?u6v>ZZEsXWSEsV%zAGM-CMCvjy&WcIr zHKcsq-?b0Er8lR%yezv3wI*>2yK(t!fNU*dk<#A>RdTrud5$>B=+|8jgRoRh*{)~< zn=uwjRU#A*#3+{iayaEPSfl&OnxVS?rb#~9K$GJPWs;?8eYx0_Hf4eKA={$&-l-Fw zJdT`Wx?N;rpTctKjc#3o+>^W@q9dp`sB+v(Ok+-(vNl!~-|b1qf78Tm%ywOyo!pY4 z-pfJ|yiu{Yx+l;BtWQiAmD%3k7B&>}M0EB=o_)UOK6#tETepbdD=z3@mafR#r?O&@ zxB&4*rw|yj8_0+<>}2SJcg(ms7DIe9vuSf*KACB8o7IA!e-IFO&y>`}St(4H9M$(G zWnSoPl4o#WHxW*Ld0m9vTHdhGWz4{^O)Xmj0<3<ak z6RzkdU1vUn;Vxb|-%Z>i2R*iORH&F`ujliFI~s&aRPqO&EI{s5l}0 zJfDfGx_Q9W>_++>Jz*uugmkPV@z|)494Yu0_sW}@rrPBG$k0yMUG@&a3jE5=y8N6l zMZIM%_4LRh;Ys^2c5~}F&cZj)dnd=nWYzcWR^T#~c1H{ZZ28*S&2z3M=?MhQFY&q^ zTFiW<9&X=+B{-Nwe-*=tkcX(~;8ob|^s%EN2oR*_+bh}RNz51s9ls@J7x(M@$^BN^ zd)dA}6f|+|L$y)25xY>O>dU|H2n^YTzH}}z?N*@a+X708vv6kNlaqH5 z|4O#z33=;wf;f+EJ#uJ!9ron8JOkBbHiq$8y}dcO1;wTaWCh~;g@XKmX1~DW(ut2N zV!PPPb!#islER8QDk%|6-u90VRHKUzcp&p-3m|9?9oLZj-d>Rb*+AVe#NHU{zomHc zyi~6+^OFwebWuOE2b~P7Wizjb2PB~`*7t3BLFV+wNn>qpzdA`X{g>tf+drGR19h*o zj?B>_%K1`7q==!oeRpSMAldAWs5k5v?_9U0k+WNsr9c)wA0=@UyE%SCg{0=i8;|LF zZ<0PC`gKv7iep}9sM_qi8|t(HP)z3b=KAt`_!5Ad)PB_m?hq#HevNTXd;0>5 z@h%;eQXLX6h1SZE-jLt@pwfRfCzCs7pi6do2B0z(y`@Xtf=}{kZO;6-ohNm5^$-H? z!}y#D?L!ub|1v%p2(?D-T#Y!G0LXW{QAq8opySiG3Abnev{nt4=YEkKxVss{wD9s0 z3yPYnIDa;1cJ2V}=n4KQhs6^N@vbTGe4K37`p^Gpp-CS=K}M8WR14gWu`kJqzob1Y zIEZ88SZ+ILE$;~RGlEoaKe3X?qqCNGJE7WIPPtQcxR!N3XJ%Iui65a_INexBP?hp@ zYGB$Vb8!={5}u~qrFF2!!|L@ZLokt{QJlCbdf2IngJ{-uqJ#PFSqrJDwDQ`rx4Dt1!b z$FqwS@vW^;QV;qupL3V8X5#_cZKWa*TGk$ zOW$?qTClrq7`-~SKhqHLkaH5~$*6d2jT6MH^#GFfmdYDAS(syecseg`wI$N`U#!oZ zK+YhkZI9aaZ0ohjLuJhD!`$TJ#bPWpggUQ0M$9n3IUhp5N(4!C}48s*myRO1rsqFYC+aLzUpPkG$>x zmMnSEDBpVubz5t!$6VxE<4=LR_twDnYib;+AU2Gi_)ceF#u&NVotg-r{`-S&r3|Wl z&Vg@gvVl-DrstTtZs znVisZ zqbcOY(!pw_3Zvu3laGPJB0A3B)Rdjh#3z+i-gx8qAQqUSdXGr&h z<^9VS-0Z{_$&R-Z5eVtoWzvF5RwYHD72p@%p~z4pFqLEEnv_O|*KcB3MxwF0X1~>CS(8$SCiW zzM_+Yv4HLoQYwynM0Fu#WNgDgaH(TnQWWR7skE>9JpJQZ->^jY3bD!5`2F2A(Pg6Z z_yGtE-Xv&~mm2oKNO(Th^BGjg&VtPA;|L2+jN47wY@Rx(0y8rK^1u25G-OO}Vq9Nn zt>d$rDZcQ!NjGV33ANYNb_E-)o^rz2YGsr)Ye2Mpj z{A*H8S+|@BPNfXcFp8Oq9E;K4xz^P)9fjrXEAR^)fJ`*~CR-OX|1mqtTsAGmj15Ul zpPS*t7a~Yk#@reV`AJF>xGem^S4>l!qPc}DFZ=Y*xnxp=eZk}fT%o=I{DlJfJ58p2 zX|=j7{x#4sgVyaK{qbAv?)U!70qv@rn z)}i&>L84DQ2qZo@m(+pM#bi({R-P&eahIdho55bBAfvg?)&MiwWt;wZ`u+3mkG<7W zDGQCdFR)09^26)x5j0LSA@ZUXdXFe;ylnlwFUMXgX?E`U9)5v^Ave-2KF9K3Vxd03 zpl~^ObZUr;vlo0b9lsfuJ7<}~^f^D$vD>%!HtL6dwwDKWJ<;7(GOl%uYxju4s{o5X z@Wv}K?5sSluGn*Gx;aEa8fiyW>2Kt5PbzmynI3(+fwZ@Qvb<=)Ij zBsizZ;SUjeyt}|+wy4Bi{QJS@&!&%_o2+I<^gvly!%YXMMvO7mcMO!H2;8AR_)LV} zmk>ZaQ}W6R2Ny3E&m05DA#X1cpF8oef(0<H_CH9(k*3(~)2Li`EmviJbglukfK>XGW)K5xG5>Hwq zs!v0A(NW3kyU61+3Bvtaa*dN0<))G)Nt=Y4&guxKKVNA~YjH(A3A|=sO56?ntq01b z&ShW(e*ZRPn$w%$XuYRJFw;Yl!;`^$j8?pADTw{&{G60wmQ4)cjC-c0_E{~i5!k)T_UnA_&U!c$}TJ>njJt5L1oDWKF6 zDTzPJ4EI+SebkVV5?SUVCy|glpmqmN%6DGgF#6LQpt6CpiQ5$ZERz|h;Q52k zTRm4dRWB`G(l}X^yKoxTk=w%lDmw1<2iik6tI+WD>|7EunIi}C7hfHqyVqtY%*~!0 zN9HeW6(Nr`@gcjSLl{b-p9nH++hPS|ycRkXJG_KFJtPiPn2{(2?id#!<>|jFLAfEr zQU0=&V^u_&w<8cHHg?1vC^+ffvsCG3X{Jmo2=59|Fbr2!5$~cvh6fkj4^6!;PFZlC zz3E<|?}}u!iMojxho>3!1A4Zwhdj-#!u3vu^beHgRDpmt@Dk7E?Zs!$EYlRsl)HU8qd|10WM+0iuB9Dr|RCQ`%f@7K|cID21zDw6D(5vWq2?;rr2pm8_;9ci`?|nb|Jbr-9-fPV{#~8m!VY-c?4DoD{I5iJH zq16BRDJvHYG2quCz!}rx^6BCxpH^BEzI8h^v;d0!zx(x}b>f!TVj+>RjNR4Gv>NUF zt)yQBHjE4K`oZkIx+xN2&GzEfnjr`smZgkv5##Y!!N?ri>%*YK5#WlsXR=5-r#MwH zWc@pd0|$4sp3O`rn46;N-$2!Fz$8cy19?sVjF0z`DvI00#pkzdQ@Xlf1UOHhLHlT< zf)dH`JA=#CL!AFre9e*2ngwm(izEl0N9E;2ne#7n>Z2V`Gl z&t=zMR!+uDT^u_Bf2&EgFZPmadR*~wm_2ESl51Lwx8j0Ftd|(!4QXA0!Ed<^7Eq*j zxoiOaHa7b{OA;R@rM8=)5?*{;-kyHZuUjxNs^oSK{OLpO zcsu)Ljr9P7D(ca_`crHMi^HHq#Bf*NZ@-+F`XAx6iD0xV<0$m4B=yT};>hhwr=sDw z^~2(5+T1+gmmCG+Qt5WkmR|)ovRnuI@8;8eo+*iQShh&_m%4|U-{ttcE{~S>^+Cw2*f%8mLyffI#9OJvhGjCMEw$l`z?=o=X zYI-ljYNmzlQplkSI9##2CFFh!P$O(TL!lv-JX4=N)ewV%w0dC_|E;YH;^Zc$`0@`! ziqHTMi_;jG)tMvV=vUC#%pi!^VZk2&GA?cTdYga(hiGc~#3;x}rH&lE4)c-Tr6TUO;nf9GJL2)0x~n|0lB|yRSJd%A*r)z< zt{xJ18nC7ykolk))iW{+GZ}fm~ zav0oYABXc@%HVBx0%2}L*T9Kc#&IEwb+HI ztiL<3BM(P+tdVkPEtn@VVa*txNy^g5J&58VY@gqO=(26xvj(OZi6)-!2DgM>(25k1 zpgg5{&VOkP(po6F-(aHg5n*ET=^52)ztY^q?0G)Wf=QCY=R)AelC`3m-zN*wA=epa zSJPC^{B!6LM%t{=T4i&DaD>Z<(fUO{I=Mjj;wRE6Tz>{fnNfE0(0Vjf?V~>PVQso)!Ts-(SLrR~r2ov0R41<%7U1!vvsE~l>3p-l`cEmOM5|yN_QNWc)@KZ3NFvc~y*gyb)oJ$i*y9rw_C( z*4|i5I$up!tV@aUTNA1A$uP{zbQK1IP`rt*WJ$3)#UN=nba{&^`fdRV=W5>!8wGy1 zycqdI1o&xT4=YE4w?l2|IV zD;7)0t~JK!o@rP?wv$ENG*W*3NufiXCGA$E0ZL?Dm)9}1Mf^H&p1riaX$QXximrxR ziggtWwxQdb@}_~3Jt_rm!K6j&TQH5q-pbaLBn*PjC>tjYi)Wj^v&KHyHBzbgo8p2! zvpVQ#4RpLxb4;`AZXhjJD$<%rSlb()m0m=7+@7RqviRw|w@=f!94pEYEh;@zFpxKQ1;&Grs#&e7h;VG>! z&NA<5E$#u6AHfBjeoZbIRiyjm7zeo$=m(Nr2Wo86$;;;wBu|j4PpzhDqwwiy>v4Ww zZ;5ievsRI9a8+tuD`}&6D*QlMO-{T)=x44g7xzGDJg6dl4JJniX$<;ebP=etZV4&= z<=cxGT*rT1!lfD_3m|^_xTECkc={Y`TiZQrBB+fJzwIil8LEjA;q|Gw5%3=xehE4n zF}(4*s3y1EA6o{0SAUREdkpBIuL$;nL)*8^jBgDx3cCLqZTyZ4`AhiN0!FHoNcsBh ziv)+SUZyS)VrTqNMtOHfq37StKk**maRr^ox@tF` z*|3s3zNjX%8cof_wdPa^%CfTF&z%&qESCf}Gs&bZbLu1WyY~fwlZ~)rtN%@ntxtsQT2QwphUzj)F#;QbGs4e z6=`?1gce5L)#YG`Ud*~@npkGdP)U|p%+0X;Hld0kyky3305M4BsBsmK{$8?Vb77^b zl44DhL)zW=M74$&m$4SkoPLLg{w3^k6L*^$in;i+fsYZff z*{KRmn2D4OyRW7eW|M-AONEt6y;diPw3FoE7!XfRr`BZ~BuS$j)OzFc4TN2_#xwZ* z{RZm(ldQ{h^r;*H4fB=-U5;a0(tiN-#n}W?9M_<%)6R1cs)uC8K?P+22E}5b@2f+% zjyy}e38W-P@p8HV^GRQc9`y?}{UCDaATMy?qOQ<8CZFlD&j#XDn-J(T7+1;|N1{bz zC>L=fW;6|?UqN_~$2XAd#{EnF+ge}*vyI&@v;wpFgC*2JBZeS^;y`1iADBh;L0YX) z564pNCf}IRtEr#UuM>$aI(phwahT-Jm{<3cKc3>_=QXOpI1-GJ>I~xzWGHzhZm`4T zxlm5N3d^QCG{J9SN@0sPscznvkGJ~ZAk#m-N!EY!(6W(VI75tVA8#_m6>0Qr)kmxA zT8{^ttqq{WVS}Yi1!4`lUuU(^DXi%re7k+mf!WU{KeRcmpM4s+={szKKy%Vnk0wF=4TMglqay8e34tkjXxX6@sV$Sw|Gby}T_LZOmHk|z^ zRQ#Q_!TtU3U`ODmsSHTC+Fwt1@G>TD^l5>K!^s*jNg2RrOlFalUSSe|4+ASUBeWThd#S0o(|Z4DU9!w<-);b}h$MZ$8>> zJ-+@_^}`D_qp@))W1O42Yan{FAt9seci;=b=LIxa1inMZpzj}Z6X4Sj* z>Z)Y%9Z`8H(mNwegxcx5EZ=c3NP{QryxhUXW{nj{@KN`zY$D_Tu>gL8%j)qgc}4Uz z0!v;~J$)qTOy^ed!A}N6mfd^(A$!2IaHcGMlX`He_OYUDVJv}Zg-;s^O+b%x#PH*- zXwo3VVkD~Pes(HC27ycKmifH*Of-oswKlbrF#pVm2rt3n9Pdzf`?O3hpAUxCQpB`9WL8|JhURrfyq0!Yee;2KcEdJ$Q*Y%&fmxH0YdG<%>4l75c=T( z#L{&0?|~zz!jjt!IV*dETEJg&J_+$za9;i4Jo)m_b9b?U&iG;!M3e7Yr)3fhGMjM& zfWrt(!-Oh!+8w?|V8seDN_1gr4$F2;u!3-z8bQADqX5u7F7%84ZZGAc+f2sljZdoM z;w<`!;y=SZtKI={Hy?;_8Z`obM3$%lk?}9ok4~uS@y8(6BoIPOjc*l5PCsXVIxUItk|sazq;0w6 zs#By+*e7ty30K*x)6^{uxKi)7V(9KuRAyS0QUv?qBRo zcDOtH6MVURsS8r&4~gFis#pfg2<`V+z6s12Dtx5%?c+!39Hxl1OhF8k} zlF5@%6P&A3bq}11&>;`8@;B8UD7ccc53UclXYUogbZ#c>PH6dr+t{dk9%1Rk`ed}w z?o!vkV>q5*glUG#dPoVgtekO&7?Y+=YXbQj0Y2yhB?UzNC7cpOXNl9f=-&H!#+yWb+%=WpfF+DJ9;W?n z6#1ntwC1V9IfsY@A_89TzFR+X)Gf8klhra?Ccrp+(ggZlL<#?ycIoN`1@Jy{Sk6r< zS9fzfo-r(Iv_qXyr&5uOwy_lBDP}pN`eZ%93+b`?>?&p;|G>ZB3Xl!&YWvvfMmGE+ z_X>lhko4x-nTbvPb&ruYEyaq6u00vyuHDHvBy zMZYQv%@asgA@aG6z_!=uDX$bdGnwa+SWkE7}z>(n9g z=7*9iR($(gI9OGm-y(*~`3)_4_Tq>KXk=fWp%!RBm24JZ5i0dgG~Fh_6EHwBtf=3x zYu=4OGyPky!j34 zv})a=)~O(UwJ>TK3251zrTv+sSe+J}(xK)qQeZImDoOnJ(|vaN>JmLAW%5R{HR*_6Ti|ZG3d6>F?%r-QBjl9esfT@ zkT#J-T-b2}%rL%Rbo_GhF#IA#(xCUFg{oyHp zugJIE6NlhQ;6Y*BXP8WW?cj#+>IJ3iGm&tgh~u7bpTgt^W2VtYl608E5lK$b-mUJ5E^Sx zE&)F1xp*h+;!NX3P)hv3HW@}RbbZBlf>GxskrUmjzQV~=&?P_1?Y`N$D6k%lXI{D& zq;_YLerX-Z_6`CwL1u&DDBv}sOwm8F8V;L}5_UPx2h;@9b~86{H)N>Hb`f@`q|cl3 zVyPL51NU}COZFO8y1ojvz8Rk*2v?|1cSl25??D4>7A^QqV3`LXP2M##^+h5frD^0T zQ_e5Xw~>NR2Tzc}2@6Usue6F$#qhgdAh1DdXrFx#A^Kq1yXBo@rp(z$4m%VAvb)07 z_CR`ozFAu8?auN#A|bknG%o7-fCYc1LdI6#%wNrD0G!xq05~8eEA=$Fm}utk!h=@5 z>Qdsg+68nKErl@K<|jx8vIj)B{{TGcRq2zR;qR??m*b5-IC_`}VL2(kB8z^mqK*S_ zKsXq5e%$fSsMDdCvYbZmAzN1Z(5(XRO4Y#!|I!)tuL(bWOniS?d|Us-b&#rtxswAM zgq{pb-#2Kv52}~2_CvOBi0S>?}$Fhag(A~p@bcRYA z3}8XT(38Pme-=me>u`0v+s%+D0dhVyFr+Iwq=u7vNG?5bWl-;6VD;;ZlEp@CTQDY=hgz-<6cBdrEU=a| zxFFGa{B>9wA9rObS^CY(eGLzQj=q_)iP#K2vVXu7*E(gz=K)OgPYrufD zezqi?55$Bjbskge3={&v_W5{{EfXGe{^bVZp1eS5?)Za&r1Oi`^8fiC9#P%a8pl}6raR{$!!GC>t zN|{E;=0}C>C{HALSl!f|R9v7MoWjvB6561C1O2z*IlsSZF+xOV`CheNL}Z4lbcPn3 zQrx7?2^qfV!0R1LkYM(G!>)wPli~e7FiUYZbyWA90t%2XFeVj-ize($X1}Q0>B_pd z&@F5bQV`>KoBKbq)zAWbFg~IjwD{K^ju902<@Rd4=XR?C3QF+CWC{mLM)YD-NMHiY zTAy+N=>>5M$y= zS{V;jS~j+0o^d?piueUc85sjz2cN3``vXw-5+!13pCNV<9X`(gj+}i5>ZR&lksDYk zv4k7bV1MtUnhOKqSSxGP9=^fKv_A;gp-8zc=9JY%;_De!FM<7f?00jn#{nWHn%NFjs_k+-4soQG6-e2I^|wUU8dfix5`6e-o@c z@B`PTFZkAR3heNgH*iYGn8?eN$#1v+lE_0=Z1ESEQfy1e?P*kpmnIVpMlX6n(dtzp8wCc(gGgW zr=F6GV(W+;bM#AlHi>_2wh&Do^3(=E^vcX1PBR)4WA)Q#RklTSj1z&bXk89fSh)@> z)P0j6)l`3aI~m~Wjp@lg6K}(Df$2;hilun|&IGk2OM?Gt#8a8D(2OUoPqHl|1ZHlJ z*A-M>lz9Qz#LJqx1|Is5Xmc|+%S4mrKlbsdZ|XxLbT}2by&hLRwd0^S+74+FT#5ZY zhWhQoAjafuC~!Jx0BPL(a?aEqqhv|XXrSEipEH|ZyiSxzvJqgjT=bVcxrhs#6hD#Z zCS>h%GQG*lKxr25>QAsd67i}kA9olOX;*YjQ1W*gR^SeF(H$G28xm=bJe6u~K(1qj z>vn`T@6-J;noSzY?Orfi+75`9DTp<3_W`ow(`bte{Ouiqoad5}eaKNr0pDAtnzB5u z5Xm#Zfk`&lBm1w8yxKMTTdMRfCr8xelUrJtJf}?rW{TfYf3fOK6ELo2a=Pv!Deno> zBtHyja<>iiO&}m-R%R0Ms@B9G8xY}~Qc!|8(tSoiVGQsH>QtC`ihk)AGxWv#=@y}k zM?4}%dq+0~Dy{AhE4D|ajR`0bJo|$Rb%L)5@O*NU!zKIe8_CqA#O5T#K^i>%`Toc; zC_P9mFMoS8Kc#symoEpm=o|NUSudRfPa2b%srab^H-`~DZausYnT-ZjW~FOkhaYMWA@G?WHG)9S zq4MKu^l7kht=ac<|JOy_{SNoe95QAKGBy(>7JQ7g!{0w}olWxtZ+=#gA>lBvYFrvE zMkbjv>#vW}Qq>E6>VtSP2=Sgvu;EP9oIghD70Uf)ckuyb(GnWmWR=O%F%Vh3OQw!- z-bz~-t${N9T>Q9s2b8%p&SDF%il8Ch%9j?#Ns452b6!yj^pefN;-bL3l2g9%Oo3Z{ z-e+n!aIc}G03fok(v|ivKc>#&O4MjX>_Z4P#jcld(#%dmK*+4W{AVM`*s!R zFoZIjR5fJxVNvbS>`R8F zyTA;9P!m+i*Veu0dd}weCBvmiN=6$qYzEUn?0_K7MltRcGDFP_w)yBacn8vH+ql*D zpl;eL6}@U$n9Go__;MLSKakaj>Ah3UEC^zT-gIfB6XlWMK`*x?(qjd5ZC`K`x1(n^ z0>@(V0j%T;zHc1yYh7~!gv&c4eOmgg1+*Tl2yei>Bp_@Ea-DADJBuKFW*xC)-56mC z*MRfHsuzaH7>3!}Wone(X_+lxW_pp1urYI+jD03sK~=HAE|bkASaLJdKN?A8+BW{Y zoRr@HbWE4Hau*5^G9WFV8l&T4(a?)3J$O$0c$9)F{3-k+CUDr}5!RP68?z69Vq2rl zttV=b@V3(I4S9bnRwO^YEl>N6cT*A06Vcxab#l3fb%;eLuO?Ialx7#x>_<$hS?Ygl z7H-fii~GT0sG6!$DMBjpe;^jV3C;3s(b=$a*+v%D|6i?x2Ak2^ERDaJVJ)yeNbykc zxq_?f_}UZ)DF`LH&U6WrVW0l`wHUkpYs+}5Dv?s~lX_>L8Y*kqG)}Zrzf2S_?j)=8 zg29i)dbN^HFn{od{cTX9?~PM0c=_*qAh$cQU03{rJ-Xegzso8)g?{fJEUo^e@?gv1 zgg>nN+n00?g0yGh2+%;Lxl)k3NdYmN-}tFrXYe;>KZ-YomfE-g3YmtM<-)^!cBg)A zVLnLIsx*oBR{4@rjvxn`Ab-Ypt7*A9$`B9pVl2KZjCsr8SJPxzIl!(eJg^8=88JJJ zGm#j7NR37yftm}q_sj^@?aCEh%Wp64jw2C30qdBhsbifXkY{d!%yCRqCstgL z?JW{GWcXB|$50TQYl_nzOabI~5JMLHLe>+=kmX|Hq5#49Rn2AsA-pB=*p>ouscBM(ou~UGq+`I#?lKS=|+qJ`Y+|)l<1lNsY7Q3zC$@a z-`fS5>G#>qAOMBhnUu8xt{nB_&=%S5J8Mzza*|hINYpSbQTd5rQ(r;M3}g=2iw8W` zR8aCi@$IHkhlU~Ci@8d!sW;BVp>19NoJp)y+t!nDB*L@T+ZMVP{P;0wJYNuuM$zM2 zBLvxSpS49(hVw9p7yecZeGJK~lqmW<5Gt14Aq#`5qBn#+E-9^|+wYA6Ov4B;HIWDa zI33x{a66-huegY$6~Xa3{TZ$-#IGM@Z)vTb1ro%s(~nz)Lp9L!3+NOapU;sbZ^}Yy z!+aL-N;b%V3jn#h91L!RfiGX7gJHzI(!h0YdkG6Erw@m5hOjJb&YkFR4Uxp9N73#^ zwq_-w3%&b>S>pR)iuIZ>afm+u%*LoSWeExl+u;yi961{_2G~V+rj|(xi=u2M1L;|T z#GE9P*>S#IJw}7U@pT0HU^|!sUEDn>5eBYwmh!5Y*EOv)a&QOnmtrX^1h$49AGNa- zShK?bfKNFu0Br@Q;24{`izlY1sz6fJVgw5jZVjqSZC9XSw6nC6*Pi z4IjZobCV%eNY_n{EihKuGgdixGeD>uQE*n!LGo~j=_wnsrRY_yU#lQK)wW@dq zhQnNK3gkMOiPNly2V}Jo=q|Ne;Nk6|=U7mCSSAQBpB2$<_H z3kGxp8PZErq;2uP6!_odWvsL^P`2X| zs<2mGIWQYcbcDWr9p&^R_S#{bvXie-(kKeHU$x@nCV8hLR!XC8O8n;;ZH~YM(keh6-=Idy>O1~r@1r*+)PKo^w7c0b z0Fn&^{?nsE%Op|HawOoPj<&4(Zm=}jX37vioHGIG#ur)YV;~>q{MIb!&Y#z?e0S~Y z&qM%3^2zUURur@AEc0!h9so1?b7`ze--MIdaa3O*w@W0oOv6&rw(=VB6-n2*jW~CF5tl?}l&68Yq3rbaNvb^L#ef|vZjG%QRC=#Y=y7(ZDY>m0e zOz;s#+o2rNN-m9e>9V^oym)_2a6kTG!y1Vw$)K$qJMW>)WMRxIQGKmN z7JfPSr*iIsXhV{TM&Y1VpCxI4$wOp2HNiY1N7tH@Y^la-=8)9#^V5PT>#r-FS`Dy_ z$=7oJvME@Ve6GV#1wt!|+E!_~UkAW-HgJJH`F$vn>f>+}E|sp>;^X*rU@<6}(2utH zlw@kg%%@@Se3422=5_N0t%H0or=Megm0d$+wBmia-SXwX%aBL+?A6D;>}{E5QrbuV zl>QBER~VfAa{FI=2s;zd#Ahvb1+yd59pOQSa*dvyRwN4*eDZZ;Hp0`YJ9EbLTzk+r zi6-(TEnmL;+vR?Zfi)!d12ua(%=t`VvEXM)d%{)epe2$db7a$jj$ zb9J^WPasYh&@H0v<`-Y595i$Cx>-yDy+II}DyY z87xwYKF4g4!cy3JH4ReW~kP1%G8at?20wQr!d{x ztM>#fJ5(4sm-@J1j|G(7hQ;^58aJGdu*SVi3L^Utt%9KLu*9#IT=!hB*nR3ao; zPOV~~Efh9}5tx0>g;G5mo?jAy7VngT&pSzX!4u;9jjik81Hg)_}(e zd$4c}GU{Oy4>MXI<&8{qj0w~?0oq_Yz}mGBA$EZgmk}#uapnL;PEgaMQNBxwxVzC^ zt}dQQ^f%{SEuXKVG+2_-kRRja5*DE;Mqe&N^|TmlKOXD1~oh9L1M zel8Gz4d4civ#ha&9A~mWK%}Goh|)9Wa}rFC)q=tJ?Zg9^Hsr#}gFdVQy-c!z0PvPd zsqeV{KNboBQAXH$@AN0pkimK*zpw(};p@qc|L4O>9a{1q(K&%4HH9@f?yYIT#&1Fx zYROeaX_B^uZkhFygkt&Vg9iZRZAR4sBNnzA05{DYLXar!H!t!8T)<1Jotp^AFY>n9 zxOFE+x1jZd7{AALW6pwn-bot;(9^V-CyI<|kXR8MHHFp>Pw?GIp3ekKvqwKdKy=lI zElaZecg41PYdxuPO)qnneCk3@H2Lciiuruq^HFj zsZ*1OgQ~g%w}%^AkjBQ2H5EAdwy}}uT8=;pC#ozx%+qZvP)XizTK37G5E8JB#*RF| zrI19^M_E@0btio)aFJ4tX7_Tiw$)_I$^`JD$WYf&{`~%(=V_3lwXgcalls9_9J%^a z+#%D-u8(`?V-X zkV(vcHb+$%>fphjKnz;A1O9xcF2gHXN&~ab*P{f43ErSnITbx1@HgVd4|+^% zW^6GZ>I#?)nmW`yZ7&{x7sv4>rNfLP-d2J_IW>T-oXoZ?hro7wQq@CVSr^6p8vu+H z0ovPowRMnAP|IvaY+UdFTt~D-#26XE;DRr*`ABkzY=G;weqc~L_Ye{6^`p+g#&oMy z1!-u4$pPDGH8Yvc?-ubaDZgmP5Ev`!lUvCqRCocq4!34%Co~ypUm7STDj- zknV1b=h+l~v%;JbBlPwN%9#$d1#gc`x-mI3aGU8K*?Bi1I|~rkOPs?~Fv3J&vwssO-b?tQ-o;nrtLIwB0dOPR zXU(A?8Mo7(BH;)=;um^|P)C+a1;@Z=4S+HbbYSklFf6WsFha4m$-%S8k zdKIxA$W!SfAh=g~F~d*gi-Z-ptK^-+(g(74XaI1+xQe7xx$a&{4Y^l7Ix* zpnLAI0rQ^E^Xi9mFPe=dan$PII3tn^Vst)uPRiNWq9Qw4>R+r|PVMt`5QF>kcN=P; z2OV12ct5v;wI=mz5WVM=zCKwMz<&^U)g4M8?RXeV;Ew107fkrvcYk+#7=mtmf< zlQdKo(}XV~W1gYmywe~u1Ie-32VUL~4<&SYRP@?^ZJ~set^bBC7Q*!Dx8J0_0gMLw z+>|O(O3>g~bEZ9UIyWy0)e&m?z=FSH4ahzXM=f>zk4DV}~DKRQHy zKuMLjn{^>103}Uz(?J`LU>M|oqkkJBV9>8GI8#vkYY5`c`ASl$?2 zi(pY9poAYweuH_%UK)SN74X)w$7@J}T@F@y)Y&o}n_<{#2wAb&frHPF#oh)u15JD0I;i`ZUpznFO#s9g7IalnR$_$L-EEY_r5*A8X97 zXv;EZDM&)^b{F`htFf2mI)Fhdq`(8D_%bxlWO&T&)v0xBQ_wq({w1UM0w}cOeCShM ze;}i{lWSNRNICJvI=-2j(-byFIB^bzoOcl%tJOuD)r*uT9RR(S4m=pm@m%807|vME z$Rckz;j7}DGJgyn25zW$(W_hgC;<~x-{iUI9~`3k+F$w~^XT_`&%mV{n?Cap#ce%w zU0q}j3{VlaVI(5^y*r%yvLbU+n_ZrwAE)-q9u}q1-irW|*t3*FV0IR%^Se$^NMW`wCgMBhgXLHdFLDpE-B6uy8uJr zn{#D%@)g79x#c40&M5KZ77nEQS zmL-tfQ?aQnysriiwfyi(0nW$M%#sgXlgpkKW&5V4z>N}u2%e9c?{L)j3NiL_X^0kp z%Xl=3%B8|S6c?}x39j zMcT3e!1e_aN`zbaAf3B$gb|ChmsCsQR6!CWEm4)Ld3;-yFLT&3LwGOGgSAZd#?a-n zwJO+pqc}4cPM`X#;)$Md+p}|B6Zm3GR@m4 zdCjxY=;p0fRCjc2SzYIP)WWU?zQK_mu+dlfBrE6#GB)Ie8j30dc8Un~dq6Eh(06p_ zU^Dt6* zZIhT|l{xPRpsS(35!ar7z{*8Mi+97qOO6wg@ki+Mw)tL}HvM9=O7H@Z=@!GZrZ+go zV6*Zxao$8h8Vg3}UigrjWE&w6ZW>lT+PDZ557{fhIM^Dn%6is^EGYaF-A>?#_YB1@ zkQcL+Wc6W)WWVLzL!jF_fIg>A{Tu%p9la7jn9Q@#A!ABO)b;>ul}6Tx!Y85$x9BEH z=g6y17qRVc_!RAq03r^TuH6GdhDWRoVK)I$Gs(Q=hYL+fm3&uS4=BA{!EZoa@groi zXRyR9L#iATCHM#(lr@kcecwX0_%X#Cs5%_#+hA?soL^#o%J2?~+~SIkhnc+>M1k9_ z-hw4X%IfiLJ+eR;nz~_Ggp=<*K-^)oRM)tC%#V1%i&09@T_)?VN*OTiG<>tDVgo-B z1v}`kBddX*&I5WZOXGCi+nD0nAlC}=(V((`V!7kZN}wJDji{_3RaamUbPw?6(5;}q z33oaw0|oE8MAN$r!WuIfQ;g^jDIsPHG&AFFOrw48Gn5FTNx?nO`fMVHp^VpFW`(f& z$2UJ(#&i;~0k@K+7n<-ulyoqHz3&x9Iw3isJs~2d?Ap`iHuL@F+e-PEh?a3-j4q74 z#&q2_>{^<~*k-nzPNiF^s9X1ezA_kF1qL9s=#JLgInK*_r-F)028V_ zAQtW0ISxwK29@Dv;X)ekA1_^}n$7*wl>+ec^$myY#<@jZa$A5st3j>*F_UJ6yCn`0 zJx9Wm6L3V$@6wKNN1y2D2)h^EIY!48d0r ze<&pmaNCGtSN0uXDAIw|EZ^6J02$a| zXh)vNV&7(=IIoQh4;r?}UPdL+M z)9Ap7De4;kRCB#|Kn~mtnI$Tx14xVsw^CrH-~~z|-C(y6*pOO7I@m4X%sfS>n|iu~ z!c1#D!7oDr^et^xH*#K!hyu$gd0?=ik|o6F(9vBafL2B*R_0Gh>8_{Xv-!zxubSQI z955b~A!1U86gWr;)QVAPKPvdQLdpf)U!&e^2vwr~3aI~s&>i9JnqxY(x~yGGtX_i= zSW7XxgCeONcwY-W5@0P@yh;4#1HQVp*5ErFb2CFuc#VhZQQ>%9?<3K9v4ad*W4yD` zhp(tDcfGM%*aReB!KWkwc>Kz*9(kI4!o~S6@{wEJqN-b0@Dw=O(92i0i+;+B&OPhJ zlK&Sg-qZ5YC!%+P0Do zMIy$kdJYqmCAa!RqcVf&G)I>2Svt$2GcZWs;K=BsYl3eW=N^PZY`eKudLcU2sumiw zhq3n=ppIR~4<+uF%&G(KGj?dqS*V1-HMMpTUdg?M^myX2e4ql2a<@u%V&3!e5H#wG zmtxs?;`X3Uv+=cG?8w9S?f05#Wd{GIX3}z+HzN%$8$EMQN@we&3rdBCJYtoB&khat zu?qAh#`@3l#LL8!5qBSz-mSQF9yhPE_5?aG_%UEMuxdpEI3Y7wSQhy^3RYg5jN(k_ zti*-}tQ`kffQlB*_1X3oX~qKGKQBEuPum-as|VX=Q=eLHdRf6LIvHFmyy6IWlcjN+9kIRO~>_Nf%!wlzgy)sD)NKmA6+EssBaA0OL zoAW(F;ix{R@HV_|oDESWx_usiOu1a9xMl(9*3}-=joI6F7{uTp!#ol(;|cwT+Q(Ws zLA1OD`WjeSabjIP>~5Rxq2huAT0TDdW_%lvgM1+wV!O{Y;e6wc-2CCr=xxwVs2S^b z8*dousWcu=eNIN4SEGo_{@Lbg$oo5^cuO3-98OBMrd<8d!xXM2w*9Q(*mcOjP0v(} z$@_*QF2y|58QB=|2Dbpu3ZG01b6>I9chZa21dlHvFM3*OKK4l&idjw(gAyQ~hAWjz zeK`BVYPBEXO)vp&CEE9I*Bg^mUPAo*4N0r&dOF_PQ4kQ5C(QK?j*Vtcy-pWO;)BJ^ zRko_W5bG&J8>NU=0*fw2aDH&0q2oa9r(I^XhA-InrtvICsW4P5#UADtP-oj%^5<7G zO#<*P8ac5Nu9`ISCuK0g@&lkn_pF>}IOp;QsgTyuAvw9_K>Q}x!(*135 z2;Q7zRwj6jXvQg^p?tDd9QeL;+4XW)PxkEg@h`9kC_N3N_h z>UU1Z>Ni17L^W(BOVo=L#ggRm6 z1isOZZ2wX~Ga~NRf)7o}|88~Obfk&?VO_6Ep+?-@HT?=Qq0;mtE$e+>E$3;O2MDDV zDO)0)Buz+pB*^knCg5mePN+4|9Wo^?9}(XEK~EAYDUU5hsd^!rrLS&tFiPeIE1Q;W z*i@)vc)76wT<@6yIlENW;k%*wf+D+L)~`o9eK_?@r=3z_4u;3n>q%@^A9tQnWc#3$~3wb zu|n0rob{IEI>Bc)DOP^SULy!FuHyyuDOmYmzUf<~Xl^V-(fRBFEOd+v~Q?NXYflVoJHldGuHRM2)cSo-yL(Q7u z^I2zY+H+GIF7O+x`8kBdy?c=vWuX&cPD_3@OVVm$mh^IvJFR?{w58PRWQ`^A~ zp&ni(3HX{b3vFh8v#U^ps#wY-!Qtj(-R9H*USxuOniWjA^=G_o#p()%CJpzISd$cu zF^J!_D`|E@Rn3=l*2g&^k6fuM2(w?*wt1p#^A!l+C~KIdW0VPRxi7|h|IJFRITcCk zVVV3+4^5mnp*R^`0nlzF;cbPTkBSExC8C6j&hvAk8HJ^b;;+qynemB~I=JOSY^ zSR`vz1JN+P-l_ySUF2xa3WULSJ9ge>YI}5;65yk;XdvqAifjpIZQ$Lx zuU*Guv}bv6Kq}r(8VRX(l@IhH_c)ZMX~v`+DR#~s9=Gldqq#F9vXJec?u^ew=I*dM zldGFJIsPDUu6vy+dXSI@hj@vhkYRz>4xkos$Gn7CB)qH=^w5H-7GY1Af1|fe)4nvh zP;>;6AcXzYEzc&MsjDcB?6rX2DdTJQeAy84{7flPWmb9T}8;8Z)8T!VBPz% zc#JR2G^30>YvdLz9$-FNEKr^Iqas!{Xf;TK)yakrb2j*ufDe~iBMWHBBZ_+`~1u-HYq+P*4A;fi)gwK zk**pfyh%QNU~FX*nfU3C>y|}f1OBk|7s%Wmhbq9pApyA-5Li8S}c6kSRXD# z^Mg)y_ub@tORwHEUF;_abuozG_@OA>=>c_ImYJwI-=YA+n90HXVDWQn6-XgR@%J|f zA-`4jx!3-t#gKe(4J+&zN%dJ;t2m8veVl?a`1CO8PBVcFojCNmSg=v=hp|FcP`UzC z=!(*(>O(u(2G{u|#+lVIqJh|H`o90}ciZ1s4HIY56P|%5ZCo*7NJDGV_2Xv^l;$1n zwTy9a`Xp&K*a`J`v9sOWvZp_>I$quRtO?w-Kt~L=o6OfQ7FJvx*v95MW!^Io`QpHh zXWYo}n4k}PUXHsJ--`TXQGn%WLVI*9sIOMPe`!YtF9O%A__%!w|CG>af!M3#jO^6# zZS+3O%QtvdU)GI>zq0iw{J?<~s6SrYifjpLk6`lrY*&wM+SnG&xYm_vs=xME54yAoY7=B3T!SHX3zxJD# zFT!$s*wAWwD?sTwdD(7dynGfSPWXg}#v5gH1v)|J zUAiKTw1{rV^#Sg9>LrHrddPJr6@{KoYF=T@YebW5wL=%dc6Vt8V;SAru6n^^S&r;g zQ0gbAXqHJ^2_rb(D~lLll(r=+-cHfFjVI@ zt%bC}9(hf0Z23Kcrx7XooMB(Mss}_;H~OZRFQn>(bFYB5&ZHlNFUJaVvS6<1A|a!} zA$tv&(&31G{`cn&7FGlz9PTY%2=&nns-nU~Sbp*Gj~dE)&{BAnB9&g#XOxh`J^bZm zh1rl*5f83*v(=N!*)<(2?7uru$eq^Wr6P#IV~uE8u2jDay<;I0(-M*|)fe2}HVv{| zS4oR%)cJw~BuanIhPIJD2yy+z$J8{Yn9lV*W?^%V2Z5v5dfIJg_}2!$x6=GRF8iF=}@;@J z^_sGkRrp}WIJ{EUW|!u2qi^wV<%>d^UKoXrAk>GL2G8!`r zou5@$<)SnW6{#y~9#dD~J~$EC$lV{h{~;Civ`W<1@vLs*Von}<#NY*5AlNoxtaMC>-(y|*s;2w%HO;(Sgf9?_r8$b>%o3>lyLId>bYJwrGmUQ&`o_Fmmd3rVS8iRKU z>rXAY*Lo+WlRqYDV;`w)lxxz8!#!v2`hRNpR8bXSC@E0oE%C>nGqnEYmuW{bJc4@1 z*(jx{a(#ioxheC0%2z(vtjs>ROI0qx-liV)jZ0(-eR7!Gw_58_Cc4MW8_yUaZU()E zQe0s0yA6p_Fru`kQBwEC4%~)&hbD4;=X7-Ezf}IhS=yT(inl@qT`Nbe^4JhYZ4S`D zr8SzoKg~wuVLS`WbYoDwd+xUE^gjRV1wa?{^+qFMFzoiCIJL6R!#cnnAL$diI!NR) z!>a{aUM|X*!p=Jz{WR<$0kXX822LKmERXKEG${B%O_OK zUCpk0^t)1vY)X)@c-4V#E>Q!HnB0OD6&y;k@b^8AsINEA@pN9?mkg!pEUWRte*L0D zUwz2=OBu0q*}ya*?0PrnYv;vnHCgQ*&Pzvm)mHNQ$%u|$k7NHRb8Wr!X*8gq!)c%# zWgLo?^Im{J^&gVx`gE+mKO?p6xp^loq5CAH@HZQ{J03b<4DGwbh9WGA|IEh_lx2ji z#UAfs-_*(nD?`uEhqxpK;u{8ZyriC7-cxYIF%dZXfa`GQ=1&du%Q3|reThq-rVCdh zVdVnY<&U9@fH4-!z2sFlLlc=^xuOR9<+V(;JoSvCvf6>KUUM$1YkGwwA)%3T)@ucY zmNO@~@STxxf3)^FVlt_ZoU*CmLd?A{_{CMuawRqD@ym}=Si0GfbGJz7zudx)0v`z( zd~7eo%M%xxz`2lApB;YmPtUPE)2RqICXK9J&!y7GSz@)3_uSv}rrq;+-x6IOK>mG@ zrvI^q(Nn})w}L$_lLRLCTqrRpY_u62aewz~GFGJ@e816m#+$Irf0R<&5N?>T4vDa`f%0YRFFTchrjt)v?&WR$}`}aoOIV`fVW{ zHb*P;=m}!2Q^x-Ozt3?~2G8NcVkM}j78BiR*PyyXe!`QuI9Ke3HVb)iUl}Pb{kuxy zNQDZ6@mf%_FG}7{RycjyZG+pUr_25hEl<;}>oU7a|NYNnQk^;OCo10ZY!x4?{HkwVxlMjV^=~jJ*W^jf%@tL^j?Jjc~5ht)UVq=udh-N3O z#x#dz>+gd}G{>DP=mkW70_WJpaCh3{rC^lGWVJ8B;qnesGQAQQ3IZeHUGt=7g6{qk zL^d3rt(e3tFzXm|1yoSufK-m)$=%}ix`zwEWidoh)>reQ!1|bT3X%Q0#jco1?ztb< za)h3Z0uSYTe2(VGw1rW1Xa~u50NtlqOfC+s-yt0iKkYH0wCmt@Vftr!Q7ukDJn1Hs zVZyZ~Fz-vG*tY?@V#NoGC<;)1M?bk7V(&4@E|m6g#x!^#yFu@dc-8ACW=DZ~P=-WV zE?|sy{4x8yfpaUGJS_Mop2K2RcWkCS7EJ^5LOFjaN@nr6jnBT@6UFF@-GCyg(mEssVMXEd+{tx*7sD zQ%pbwsC4AldpXdY+h!8%w=yq0zP)*%Lh%@V8yvj@m3}BzG=uI~ia=Xf+6{0~mt^}z zjuo2L_bMAvHX@wk&cLvzJ~Io@6V!Lv8F7+zGGXX%wE2TuZhb4(KN@TZ>VKJcKlq%KYEG~NVugM|@MpFQHp!2W;!gajX z7h^kH^H{VOR5Lqb-9RVW7*6uG&m``Lts8)v@yW%zEtF!oNMD@gTI}Et*5SF%tS?m9 zdV<@xNP)cU3pE?IcgRwMtmCuQj8qnd4Gvb;4C2llW$VYN%7NRu0;-syT})Auz@mBa z8YvUA2ek>KCb9puO8gN_U+(mA`a$WmU)q(n90*1n#T;3a{ytcL z`-w<6B6IfA8FWf$S6v9}DAK8Z<_!7>bi8ocqurh?Ggm-iw^!KCZVitY>eBojZ8SD+ z|NIHfdn-BJo$f#co9%#Bv61l_d7ANZIIG`6drE-Z%XpT}e1oVn&;n_7KiQ(#25lX8 zKx?(nKp52J(Eh_RC`*6b%sKn|Ug;C4Qkx$-qD9b!O90hsq}*dr61NRhWUE~-f#x3d zd&237AFpC`kh@dmVZZPwl6cJ{dNMgFjaZ@W2!xZDx(4N8DPSkaTW<`e^L%Zhy$09z z?JPDR?RjDGt%zTt(`b1dohiW0q6Nv{4PB9OPaH=HT6wwz^xSJ5(Gqk9uh7wOb=2c} zi3{;u=*~0E-)5P5H%`q{o*l8?h3E%Ywbs7jAk*W1@g$2=@>@@k{0+t`;nb~Zt#RIc z@Sbh+{t`)dclV4SXpU~^(%{<$?&=r|LfCUgtwo4kAwX(@)1o7St_1Wmd6do8FB}A_ ztLh4Y@7XBXo<9AA+P}GmDa<~ss(x`gVQkFW(DAqA7#L7T#EY#b8uaVg^MwQ@dsmVP z(U0V6UJ!|29h|#mb5iQ)+eK_hM^7ljk78VBmpdX|yxQvwMJ`{<-a+YB+NOkc2%fx| z*qvTS3nN8tVtsX`+qeP2doXl=u3q;t-d+tv(ml8Ap@xexYH@~!7=wT;bQe2(0;ML`W@vA4!Cgs7~IGMErj zo`DAhLzEZ-w@A`QxbnzhXgydKd#Q8Tx7$iAUvnW!EC%5;0-U$g<a0$4nF#dzpUD31_x0pva#0cyWZrJBIj+6>^pbI8HUKrgj1Nj&KsP)~x^yPp_| zBPR!v4{%hVx&*Cy9=m+;M2mMf(M=rgG;?hELhtfWU|hVt%{T{?CaB-Pc}`VSw9!F8 zKrrJ9z+pue>qo?wc!%$(#=|!K1S7~#sW`M&x+OpJm)sXnWai8e`x+RPW6NVyW zuns3ccMMt&V35Wn&q>WObF}(uj6>E*G|)Ub4N5%Z#KF~T9FNbetmAAjXNb&$WuBWTspxb zj)kB*X(_dPH9aT9y(94j z&X@@Mvq+(}Z}(fdp`ucPqTt$q5r~8%o2KqzjD01UV%X5~naB&XZyWgu)7d!T(6q}W zW>bf9F@77giYp57$6>){|Dib;xR{J*J{CG#>%wI&`Nh!Aik#C2(-2Q7jyaD$*%@1t_!urecXv8FmeUL z5SnKu@(QzNRZl?j$sw@<8~*X?&N>4oyQ5d0V{(k3oSrwzDV`|I7P@gc z_8KTTq>_J*ZVJ$wAAZoxerapOBSt8A%3<^Hp0w);7PM(=rdiqh@;%G_X`YIPLBi~u zafpM3g@rYctvGa;2$(}tl=b?k^gS25>p_E)!z$~k!$7^8u1s;<$r1h2$9&j3?sDk@ zd?K2J_&@w5z76&Wa1Kkp;B^Aac*mvU^?wKdFLX?jd6~`5;r`ysj7bI3`UX$&8p6)w zW%rJ1(LQ4r_;;!@aov#KSl=FuvW-B&HQc%-A^~DNX2e#8-XS}Q;m{sh=g_r22SS;G z7A@8l!^1QIUeA@Tfqu ztX=c=^0AMD3E)K9uS14OSjpWDaXugao%z1QPT^2U`*AMwh8f`(i32rA_b&e2-;R#+ zEV%;%tdoC@oPLsmS-O?-lgZ=$8;`)nfBM_6ZT%Qb5<0a`_$M~@!G8A&#Npu?JscoP z5n=n1PbkH8)h-p%0`Ux7;&YjQMm`qxvHBxWR^L0t#bA#fM2g=Wi|>^?IX+g{2-H`r za>2`^vb{&LKz7TPco4TPA`&h^>woLEm2!ygM_$r=W1yi>==p7saQpq&Jo$}4Q(kQI z^Q%BBT)csl7fzvSvKwe4GX97`a_1x6Ee$L@Fml_v!A5H`_lGl+LYP$K-zqo%{_F_8 zO{fL+!d=Jcs0q=QN~ba^#y>QaD$>+%QIsjRt$HsZ(a12@a`voMrI)5vzmKS<(Ux8J_K5Fs+fUucY5yy=-rf` zDJJm?>3^?)KB#d7LWlcn8GrUI8Plmwnguukw~mmMxM&p__Z40*=(Z?8WJHCTPk#gA z_ZPl|l<}^zkX6Ndr#(|}r$9ZtF!A#y;_muA;`9<$DXswdkO&eQ)JJe5OHh);P6dG9 z8CpK)MB?4W$rT>~?NYEwbSUrQ+Z((X$uK==U2`x8`f+D?Ps};*<%>>dh~CgPHJcUB z$Wn(i%6HKIu@_XyDI5$tY*{ZAH#^5YtyVP~@&HRzIC`~LB4M1*oRZ|SRV&_&y3-sc% z+b^zGmB*sr;+!b1_GD#mYONZl2!+i<%u zDdqfyF$p&a*|`RU)@j4+;g%2akWFVpNWiR%-)1}F(5)HKeB3fc-86NoD`1i-Tf~LP zm1Q1o8!;PZ5``xkaYma6Jr>3h2uyq!tUqJAFYfqP)%-FY2%a& z*;oy^s0HMPZiRJ1SwuwxBZM-+ANduqZ)YfaaMI($Q0L|ndwbI-{VpXjwVA7(@(hXC zWcc+eHHIO~7gL*j08U!$RY&Kt=yY}#8{jgT2%l8S`c1L-Qd`7Y2u8wyXI0Y0IQbv% zNS0gt%~taCYt*UBAR^S583c!gV?H9x5l_!%>h~vYBVg$twgDPxhxvfA_!20e(g`nx zJWBrl!sFDMsRMY=3_A9gu)4#Sl~EMz5{kcD{A@qqQf7akTDq?{AMAk}00tS7|4|mL zb<@V7WQajvi0;$mj!0{3HlsNZ#a?PPLmkK*IQtzu6oHVpd}VTU2E3 zU>Fx=$PCG(VrLr`R_`dFn%+;#1FTM=FdK4r9sv+@l)mXmZknRZU;}0x=8A{*h_HVR-PewDLEhv=lqm|o!yaB=&cxaI@P)$_Bs%J zW8!3J`9h15@-CK#c-~tU@vS8$JRMvCh0sr2MC*k0oh~4puQ?tN6NdVbc)y8bw;Npv z9i%DOP_QPdR!jw6;J@4z4IsQ0xRYQ+6$tXzmxgf@a{px37-Tug5`}p6PTZ;#O7{N& z`8977a!mEd!gs-4dJ+m2S*o9`=Zl8|7cj0R8HK&T3awrUPJ#T{7= za@m4+y3`cavZyLS(w;e559TDMr)u}Ms0KSMT5Mpn0@qo2m=t^N&FIRjO1IYFzR zJ?lZO3AcJ$O@?}VhI;cJ?K?KZ&Ec#t3aWB!msPdrPP_V^hi$fn(UKfFrZZJ`85wms z-?qDRa2iB_q=-Ery|zye1yf|~G3cPSDkoDO37U^6+a?oF;Zjkg>58)Yh0Upkg-&J= zW1F;wkY-?(Y$tJ&tRF3iQ&fZG$4}^*`Yq2?RvuqOXAl{hKkThFeKzSHZB&OOGXIlz+%KR^`rHn{d4z)6O0+H)4hVL+yYO7Q)@nr#O z`1&Gm&;Gh9NxwDSIla2^9co@P1vBC1vHySsA8bn*iMwR0`DOj~P75wc4{EECmKzK; z#dRCghkUt>6$I}$3OI(J+JX=!BulbMuuZX~CWP!y3kE<%ii-fbIwZnxRw)h?=9c`h zqp7Hv@HSPd86FF(uT9JPNbPe{&OGw9ehlCl=N5@{0d4a<&_ZNT+sTYw^1l#nQl8-n z;_|jC01ZTpotKjeDC>Xykxmz&xaUwyL{MKX+SoL7AyuRs^#pPI>FQjG?*50NBoBuk z(p4f5keoE8Sqvr7I4GnG2&_eCqOo8!G6#Gv%xKcfNp-F@Ll!18U|RRGQ0#-O*I?)+ zclgGWiCsrBpTRu%w-hAiiA7R>Hq?a@edKJ`JS1dh?$ZT`n%STHRP1*WK2k6O1~WSf zG)QMZ!S}!YiV5-tE11!clQacGHe258`C6$gtY)G_4?Oz=*+HP5!|W}v*^9o(#CV!{ z*o+HnAyr)U={eTsI58+UBEo?<5+*gW<^ixwZ9-<#6gb(lY*VuOc`uoKnlv6r2z&U&Dum+&o^*V=gAESR9fIh@!V*cU-aM0adsEYO>h>TwLjcZ3J z$Z7=vD3=4O`SgF7&kGRwlt+kM+y?k&AHwkbefS&F!FW zd7c#PXL4Y^*Cxha_JDZ6|Jn5amJ>k^7H5%&$C8s2toF4-Ajdyp!W0@O^+Z%yj=nbF zp?s__WfA<<|L)t3zNS~JQT7qQ^Cl+^+hYNHBf=&A-@#Xk4Km)Unb0XOa3Xf5`t1m! zUv`I4BHe{5%yTMpFiE+rujFMc_}@AGI`*jS!6aIiHOBuY#hT@9^dL=^fGH?HAQRfJ zqtW3C8G1@Ep5m7MpGTt;mbM9d^F%P!;FmD{n^0aTqD>vv4RV-+YD0kr#8A@WCxc_~ zWjV;U-4`>*)tw@Tx4xI(W($5$x=rVWSR4Fd|3pX*d}-IR(1;2Bsg#mT18cY&A_Z#z z&0635vxlPc&_lYi^^cr;QZ4gC7FL*=PD=&eOOF&-qQ?I*!zRc zYG2Yj^XZTx`HDlFO=z<1LZ{K~eGIvXek*pH~lf?ZeI9<-+5nFeqi4>%#f_(ND znH3W|fzI3T*lo7|YBp$m9(WP7;Fi^s?#5~RsSE+sPYmsUUS$Vuo0%(bp47^}%oG3y zmRY&;7=J|o<0hy{9hSWvw2?-BMIUiZYmfc!+%l0cE!^1pW2k-I%X^BrZ64Es{yB*u zu=qzJZlfD7aDpr)j7iBlNic4Z2~w~i=7)FtjyweKzSVsEpS7BN^SP-F2Vb#Z^>rBW zOjg(=<%8@A1tOkT08C@up=M`&+b=cP%*cM%E^goyX`a*tJ%9RB_Vth;t%)KB5t} z%F*AgRcFKYMow(yaJsy7LhI&Aa0hq0{6+K8h12;(K2f8MIIOtP5i*{qF;M^D&duQk^iEy!9+LjGe4f|XqA(>Qa=&=8Vm3?wffyt$2jPqYz z{-LVosgn+^So_#fia7eugjQVaoY2DTj_Yrz8p}+Z#`@en^IY#=)|I(Vns95MHc<=yIk7DwfOKOpdbDbG8_xuD~ zaXN>@J)W%EYe(*`;1>^>7RtX+a%jmL8m1plTT(T6-uG?@CrxYl^5x4cm{4VYZ0`|O z_5S{!xxW|3HUA!M=Jpf`Ormm2-(=4v9{jTO_Peket_bIV{%q4Q*G{<}`HkB8o$$dL zt~;@Q=D_%FDB`R!SipLM0RZJrXLO^e2!zG?dK3hPjLp(+cw);&qiwqRi{8PeGCt>K zLyon-K;}f_aYIIfNuq|VS6=u1mLq1~3X`LNQQg_9DO)ZT@xNW7DoKWiv4=VAqWS$f zt!n(Z<)WwHt057!_Q(0O@X97!@x5Pmu<(<&)*^-%WluTH1LuZ^-fMGQk+Gwop(5+Hl(ykXVA};s z%AGrar^4NuhMnBm+DY3>eXIhWP%J23&x~w>Lv`UvaUH|O<#43kr&Cl-)X!35ab<2; z27mLCzbQE#?sCf(LA%;dg<_%`!F;hWEGy`z#ZQm0=l%RJ8=ssxL`lew3k!3-uuuTe!C4%Us1dCkpA7gVI4lu~(ZgKk)LgK!w@`JyEK0 zEFChy&yAz6Us_nnQH+@twn}E>zv|b~WdC7)|Gnvjidce3lQS6|OD>y=CsdSTRrY~Y zl!L5kR3q>O_(9#>=U#_r{wEV9`ufo8+#lL0O*T-vIF`=dC2|{7P4kgz9KAa8eGN@I zdAS_RdH-EiXB|!Pd{5bn{G!h7Gl6^sXma@?jIG<;0{8;M`N$42zj-dILzFjMPi7QR zl~KddcWKhmb=r5NQBh!hr|Ag&TE(8+;t?@jvVxc-$_kMW6?rtr&}laAqhg^yOI%|}QJbs{@> zN*ArRrWIC41w>r~nxY74u|tqr#l?sW}^if!u`bM%BA!4v7GDKGNxviTS2 z-|mR(m^wa&>c({_x4^lf@KzS>_M#RpeAG2_2V`21bh1K z81-1BL29uv+j^y`UDGuVa${UWMej`+4^&9F!loF$9lTm;oHwv!vpsHXH*tG;_r7+3 zK|Ne#m_z)O)Nd1>-1GfL6N0L%fVmZyd%}~`28LUfuAWsydKxa{=XG=k*l;wanR!V( z=vVd>Fs6wc=juRxAU$XdMhOw8YCBtJ5(-y5x3)`#dR>=zU!QL_iNH~Y7g6H(+0)7w z$9?Or?Is!^<`*db<}F!j>^H~9xMv0M>7Xp!_#&YLY4oQ zizaTKYkOZ?6s}WTXaMndLtRY}M+^-Y=#OPLmfOdT59fbw!#&n?&k)lRjf*&<%+IGo zx<#9H7;aLUJ3;lVI=UaF?IN|=(w>M9bMzf)xd|(og*~GPG@ywSn27VXcFM@#)fSr8 zs*kgE^VjZyRFu~>Jr}1(!i!I@stoACD{7?}YKu4O$LrI(<>#+fE}L{?9|w)voLp-6 znAO6Fd;Bx#GQJ>-#cxNNqF$if zNnjoD)CG9)o`Jh*$5_0K4bFDa&csxi=QX9pr>PQq3b0}G>02L8*vYPP^ldfSWuS_m zvqe^Xu^BI#@5bFG3ahlQxVzS5_pvvQN?RN%_U7y_d(o<7V%x<<@qXlVgumMtp^8fs zKY45(JJ&GE-LJ#&BxvXDC+N^2qX##&tm+^^x z5)JmpLhOOZ-X_kR7wa!&FZ=<&uvp>X{wjNag}TPU#1hKJ)Qv1l+w-G#Yz?aJ(`muA z%;u*h6{03VBk{=^vQ@%7@{`;C`g8NdYb_;dd;1!30#JU}&ov}hhqWR5H-uJf?EPHE z$gVYMxH#-1Wb@Ny@N?|O-u`d8H@JWOI^xPo`Pm_rLySHbO840BI;3sX6^rC#^7oT& z%Ry`7)*?HO0#7*D8}<3E#i9De5yi%hsRrVH7pS^~siFe0(I0eQWph6NTqRs9u$XRg z)-|uYAuHcDwX6MfX}HQ}+0i{kNpXqn`fa+)04pv4t2UOhAxPnL?xdlrFKeML_sorK zwZKwy1S|Vf_rp16JAG(1`!g*#Gi_|CI>;{cDC4NJv!8LQzcrhRFZdKYg*$@&B!s z5C3I{|79)z|9=}o08$~9gr}!5|F7qfk$}|m)}74%lb!!x-im=0Jnp4w_Js2P>v{6% z)D@Ha^ZyC9|1WRln*$z46PsWp{{MU)26%J)Kiuvvn2)nepSesvNGP)|w`S#x9xkP; zH8;A0&&2Sy$X3?^+9**|Veu68qCDCx`~g#E7nl%VoyTw0)tRlv^S`LE#l5jRU?aeS#DQt%{I#{?0lfr z8}rBw(`joY+OG!Z-NcWqdweji@aQPX6JR~99`TBljPx`pFQialAMmuv-}w5umb zlm!J2m#CR<&RghPXiSuJuWF)E))TN)*{K#vBj>ZZPDg)M23GpG8q=$i$axcI{qIlI z`zMPV=?lFL)V~d;YKEcMV)^!k>(;#lKI59Nakc~Dl6Lnr-+b2%R(j@ogO%kmFo$XN z2>esDX+`(7(X7Voi#amFEU1gxL|BI3+@fsouelSODqBbSGyb_1i*G1C;4*zvp3B;s zAdO+kR*3h|Ps$cp^9*O%SMs?-?23SU^Z?}cvn|~-5n}69Y)dHy$}l0jvsnR_SFc{# zDdrk!lI1+}rLVv240#k8*RGhTUd>MUPwrhv@~7Oj|0v;TkG7sNkB!%X#Xty{NUpkN7!Gs@PcAXu!;;|z>#l~tV_Z!lzbRr4QUvYLh#V~Ng=Ks3XrF}En@ zVbva)_3HZzU^wc*T12tFH`!?-+>&B9&aa5VL#4YYFas57dW^?YA95r;?~Z+FN6Qoy zgUwuj<=2~fVX71n?jOqUdwD|BskyGt+DE7@--Oy%DW$gi)z35zus^#>Q~%jkOi>Ro3CBFy$i>#n z1^J$9zIlQ7n{DR_3$c*4!D0`{&7<@{ZvMANAkRv_!ZtJ60||XPrRM^cReW0Kl@HY1ALK9O>HooCh)AA1<%r{f z%yDVI=3o8uK`=mvncK6d#q{kumc3gDEe*a24pGgiYL`mO08wErb9%T`y5Of8n~IOZ0< ziGc3_l~T-82NrV|mgDa(idzCPl61k{E>`Q^U+xkf8MLZFj5067S7-bSzXC6(#??y( z{L?GIuuOWMJJVg27K?n^>Rl_~*Y;zJM`@Kmd-Bq}$hqLn*Y&3RryiX)r!@2gznT!$#fT% zDWa5`&R^n!EH=rSJm|eP!jEyeHk;zQe5sh_&_jP1aCx%T<8vx)auP>TYOq`9dR4Kj zZPHYudnR`nV7d2pLy<^F<@nV8@_PMod_pxi^m74t4l6H~Z5$k+hihi{=|Q)#c+$_B zy_KW*XewK$VQ(8#XPoEcEoOgzN_II5dneV{6rq^Z%xr&S+R5XEUPa<89-BCJo zE?7Brkn3(__GTs*Pe`&Z$?qM{k@Rv~%_c;YYjbAD#FDovt2}g)_fD&(hYK#PD7^T)%yhbfVw{!%t1RRFFdbL6R?bYXP+ zNfML3j}VAIa%I4XV?VCGG@Fr6{n%q%YIr=R1$hff-*gvElBkuLMbrwFvO?VC8}$yP zGxVm=-ZhPLIA7AYSFc1}@5;51UAxk%#P?Y4&euRI{_YGlnw8dv9UQbEc z=hYONQe?K9Zo#tQYM4N{d(39aFNv%(``hnUFIDhUTfmC3#oaloi0>}yK5~&=vjiSP zTMtv-oXdW@m!NtbYzky090nrH2gnR8AWp@|dI!e=iOk#p5* z4w@x)c_PR|>x5cIMK_YCV(u$byjj{RJ@>}Dx6oE6z0f7M7c-ituKM$XUhL*rS>+vZ zgnYtLKh3k7q{-Uw`uRT(how2-^NG(@IN&bz?%ER>v50B&sON0fPlda?O&0y!p27Or zDMEW{bu5Q}{6eVrEbzS z@cyMAonL(8VEDv>M%q*ghH}6ALn8_9K0i8i5usaY8Xnrri_put@=`1d;xH-V_sVjL zVVq3A-qWzwVsudNkNQ$-G=9dN4w!~DrOLrrI`#VODEW%`(FoY}? zdbVE3j+Q@U+G1D&00WbOk(jy_i(KR~KahsI6kj>_FzSdZpe zh~oXvww^%XwF>IFI0sFv-=#uOZQle|Yxi*ma0>-n(N>RTlFr!#jqQ!Ml8}6mGi<-RNCo36O3&kUi=X?^ zG0WUX%xA1L1(+LrtoHqHy_+3WKkkiX2Oc{hr!?lf=(xP^t-Gz}JhY$rLw~gC(qpNgIXN}Mj}EL>WzJpG@9oZf zyj--uTF`r%8$ODTTH3ElhN^78dKef`ShPx|Nr?QU@qg^_tB z-I}hZM=z_}rYOD63Z7ez$dFVTqO=m8FA6<SmI>DDCOKxUyLt(oD9-vkg*0Iq;nZuC2%Nq>oTcV6 znY#zkOE~!)Modue^do|H2K8hUIw3okc2mQyCElpsP80Z&Xain6horw3SXdg#MDhw< zv=Fl4+eUm93R}4hW**D`Vi~8zgrNKtxKprB`*iw^ODDxyWB&9r>h!oWad9*6YE*gT z>Iv6cHDwaNCBseKhu^&#gyZwMA46|}7e`^TOmV7_lBbu27JH9hHmLEOyO)!^dHHbF^RB>P18Vsy`dvQbPC2o%y_4j|?3-EE zE88m%OP<=}r=BW?@2l6p3>}T-%i1FYesStEj^Aw*MZMk39P5go6IS8Rd(15*uB)>f z2l*U@oKN5!$W_)4kSU}Aw?I5Eu9xdFSDebZ8+1{pTHI{gjUQ%&6NA7IBSLG&pK6qG z?&aCsyqboeql!#+z9y)PtWHB{U%Z7sOBC36irYi*>U$`*0pI0F=9xx`D%?!m9)SUH_U3Y(*;H_Is#VfMSi&T%brbS(4z7h2g3H*tBEt)0eMHo*}` z%~c(y(_;mkg*i63LR(carkCb_9n&i5YDBvOCB70c+Nuv4Nv{|o#*7}2QS`k4!OhJ_TK3B z);X@9R5*m$+D8#or*U3Om=#^U^GtU+4c&b9yJvCOCNlMz)8h0q*vZcCNZ!|X5$szW znYWW^vpCC&m`I+YEs0O}*XGW)et*n-_~cW;?CkaxD;~goTO0eb+izK!6`JcmYI>_V zoOP~WtM0gKQ-6T^X<+zv&nj!iL#Nbc}DmgnRMch_NO2F@DKn=L+U_^+sTLMgQzcp|FHZQhiw^C@ImfR%C_a3 z?dNWav(TBtBPGKoCx*706h{N`@|R+QZRMpez;TgF2CZ>T|LnarluOyubM+`v^p#en zZC>+v{o!Gyr7n}K&2&d(30BW6hvlIaVWro>o=KCR3tZ51II3(a@X2RF zi_KHrJ=(3Y0yc4x8~b%;%sobuCy2d_i82icwO8}6TE?n>kPyxuK(vV@&=<%Y_Zk*K$!YJ(}yk#6HdShb(u4pqb}e7pE<%|5sJfMivR z-?re)N87aLRB<(6&g^cYumEuy$HiN-UmHDdQzhcZL{IKc{Oy)I3IW-zDH^J{W9rD7 z_#CBufr=?I|IxyX=vN!RbD$D7s8#?ozTAIJAv$g|N4Y;fVWk|)@i^H0FZpw<@XMrttIT*8QuXN4*;&k; zChxdu}BdS)G zy35_t&-ccRxz;l)zkhEaXk_HjF3%p^-q^W@1R#u+SNc}>OzumALN*^J8$Wxjx!9WY zc=uWXh>A^es1|#?({{|#guM^T{OE!W9J(I z_RnDrIUVfo0@m78T*Pk-gJ$s^=Q3+)#Wz0BlB0ir6dCXo@BMhRV(UbYg{u!sj>huJ z`7p`dxm0_G_~x}E=zkK1>bkWy9BBZZ-ipiG@`I~^fhe__PAbZmgoI~`*E5=F%w+Cz zL_3`05mQ{8g@7Sw_Nhh+>DSiZ+}x;t^PE${#Zvc)T;A$-gKp@LT26x7VN1xli+6h0 zj)iQO2Wl)Y*j6_&h9vqLouLSqCno&~~$bg^MGzh2f9_^d!s|C8>y1l$?iBk$q>4mb!8EQ3tD*x}nC ztw{AU+(^OKHIDOdQavtJCQIGMr84+K>ygA?9^&4KB&?SXqG$5RBN4go3Ld3vq3l_! zh&x-QYVVpFWiuTp6kUmGk?Xp2s`>btb42}JUEhUbkiG%?)yuFs`|}yeA~BTdS1nE6 z|M~s7-|tedH=1&YAMK)wj;SVX{g5J?>HDzBPWPeetm=sb9GizrM3puWgQ!l~P&zypVI}lrQ7H2YbxSI8y4rG1Cklu@vf!S)c$OB_Tk=JsfDCZC@~X-*d8!lyFNuk_ zFu8l(L8IS*uT()aGJXwh`VU>#>zBuVmF_igj=Pn_+M_(RQfvn z^a1=Xnvs;|a^gla&5_)S2nokPnn1$+xy=YbBn!hCjo6u%Wq4LJQ*0%RVAiU5)q;7F zP%B$JF;S%afb+)9qedZBjBBpn7bLYb%CyV^c{Ki!Yn;(##C!i=duJLB<-f*p%}69$ zHI@*O7BeJELiTKhO2T05`!;0D2&uosL?k17g^Yb2vdoYon#N=&p)kUbWh^rzoJZ$> zUYzSXr`PAjnd^BmFP`gpp6j09{rml%@Aq@xbIzTI3e}9V9n*u2&3zV2=R7!n#RlQS zRep;1DFkJsjFjNPVz=HOP@u$ZhH$V}hD3&TJ27aqo3;^jB>6(jDw#786E~kRWnU3F zIY}~D8uQw|^gTsorTK09@Z;TGpq)#)ytm^edjUlLqA4QZ_t%HO>1bum(3SL~sHMh* zlS0`0ihy3AHN$b~?h@i~kW3Q8&efjh;QUZpN>Bi@y%fz2u&DDNQ73l|aa#7H zCIC!(c?C5ZmY1(fe0@94I??Z|HB8i6DQ%Q2T%>6iPuZz&d4}xA>1nB3dYM7Rc`U8YXUgOU2-0v55^X zdrm&89p&4UZi}L8G&oHhji-p*`&}%!N;<}f=Z*3{?q-aZP1G@94r<($YxP&j6vUshlGnQM% zB>dp_7 ze+F(O4=9mm%3*E78yIW4)9vJzE-sX|2uDx941JweGmB_y zu)>s2oCH+wX@02(1M>6H5HDC=jR&wLDZ&R;RT1?MJ=18!$-!f$3~EKK)+B0?BgW-s z(5bhGFV_4+Guagp(tRzXIJ)%*^$a4Vk^L+0y0^FEd_8eGy1pf;eLfy^0*JUc++124vQWNpZQ|?Nra|weYJh?_ICVE)EnK{%n~)8Wg?f=Ww#$-RUw9TPj0f zWZ<6*N`Hd*T^>+=9`_AF2!~+BS_{yGn=eB$N^P2`GQ6<%PEsg6)}7nI)pHH-OLtdAF&d*CMst*@#So?K(5f#s@d#VTxpmir^@DJ z$yXaqHD|i!o=SQ-v-NR%Zr5l{D1Jb2u_wQ96T*St??qB8rGD=%(z6`8_*EI$CET=D zmN`sciU?s!n(;#ed0Y;J9xF%Jt%nf8lEcE`ai6SJ5bYD$n`JY3Lok%D;saIgR1Mz) zANymF#O8q-8C7Jx$uY%SU@1E^ZG-h&t9Q)aD0rI{kpQ!VHL*QPaX6$b#QX4_PM=#$?+ZuWk;=%j zK)xH6WiixQ%}inT50x6#QckRur>(n*b zY)LoTNcU&eXA-UG!L>J{$Gr!Tu*@qLRQCyJ+*wz;L9*Y;fwcM8u#pf5D}OG4!qHMY z?<)x-yxQ1Sy&VzN;`fen?`P~ZQ%*(WaOWAos1j<=9qFhDr@JydHe{np(-%$FZ8l@Z z=ZD&!ju^j4k0+Dub|o8qJ7e7Y_KQ%D79Cw?_Ms zm`<|TowH^U+*DZ1xSVtYB((ec1Iov|4RV=wfa1v{FzYw(4L~j?Mko8TH<-Sd(0D*u z&P(iCcf5TUxKx;-!y-m$wLf-q$xSaK_RPg;*y+zD5t>3Hn{?QcRFeUy=QMCLW}sCb z->*nOAfD^<*gD8;=XmFWYYe>OAYb;;D@fkO^Sf!I)wu3ZmcI8mEL$uD&HB1|>-Ak` z&(Zth(WO!>_8soIQAMr3e>)En(Vn#N6i?a&x&38;v5L-%aDt2@l-S#)+?>>%NKj|-oOF6PDNX{7E3GmLs$XyxtbVzZnuz?$g2 z_M)`bJSXy(HoOMq$`p3yJb9f9^dWZ@Jog3fu5_iE{dYb;&>BgU7usFPtM=-P_Xv89 z|D*;o*wlohY8SIZr)KUMi5~&hez*H5434qVT(F9cJvHxSN699+!<9#}FP-$C>(Qm$ zf5%4o-l^hp_z{2f05pwAFFc;|^ywN;N=inr`3-AjxoPj(&vilXHc{FN$Y z)4$ZxPx-&?+@9{0eCX0B?2`-3iAEqOMke*g2X*Z#Wh1*!m`D(qZSi#M@$*-fL)iam z?tu4Mtr3>z1R>#!Z%Se_Y6qPc`W(fCsy03B(0Ow31?TQP3s2!DoEELM07xT4`7Ys} zB&ajj$?IT{z+9WR02So3w+HKyV5!=SabIJrc|Lf#C!^sjby4F1k3XjQXjmZ94?xMq z0f0ekA!4Pb&}DR^4C3x0&5@t3HNg$0RN|k!?#y)S25L0!12JWbn`W%MQle6#J`ki7 z1YqRA!y=KV*lT5dq+3*d{}Op)S!k?Cz5x7`W?Bxk*Cwko`Ejdb%?)R<3Ad882G{}o z-ZosyE3i}pxB~^x z1rJl8Xe0AxUwX#d1pu))f0OVm_H>kVX8j5-xBt4U41^DBSyBG@c&|;QJX6ba5UZ^R zPX`LmdG~>;tc=}A&t=7$H!(gV&1XUCZUT9xESRS7#W6B`<$_-u1fQpoy8tW|S|kpj z3A#JOnDI>*&!4tzZ5#Ni^n?&dJswrksb&UbFUB}z2B_~a1OpR?=e-Q*E&dYDSW5z3 zzr&PqWk$v(8~SeYV)Y{}qMOO|Gw{|&z>`WHBpq|VK^}$xQ8wp21BIpl#%I?WSu?o+ zE%5r)l|gL~1&B+(6_ZN@241Ux)7ox(Uiv3Q#5=+_dV*%zojQlsz!Xpg_&7N7vshqv zwt_^?Y^!l$+Vo}2>@=YOGle|{JkhPG)U<{b#XBQR6M5$z>GXy>1)t!J)^$gbX^SW@ zSqs#4_{{Z^v4{KD^RM23&W#o&tWDGyHbQXEP{GtwHv4ISB!BsN>x_x8Yx`;ev)xMhsA&AW-<#b+|tMD z6jXT<8T0I!UrMiNGrvKAtir&L##cj=C;%yXQ&8(WZWn)Wlz7|(y_S_xcJJ@(S$_Vfb0qYE=YD_c@z`Gd&wo4qAEy7!Fzsl9u_$f@ Skj^d(@G;Uey literal 0 HcmV?d00001 From d31598493645c5a813477393a28e4c46802b064f Mon Sep 17 00:00:00 2001 From: jcybul <46726471+jcybul@users.noreply.github.com> Date: Sun, 24 Apr 2022 23:01:26 -0400 Subject: [PATCH 8/8] Update week14.md --- week14.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/week14.md b/week14.md index e69de29..87be5f9 100644 --- a/week14.md +++ b/week14.md @@ -0,0 +1,3 @@ +Title: Point grid map: a new type of thematic map for statistical data associated with geographic points + +This paper introduces a new method of representing multivariable data linked to geographical points, Traditional methods of representing the data often seem crowded and and difficult to read, instead they propose that a point grid is used to represent multiple variables. this method is more efficient and easier to read whhen multiple types of data are involved. This is tipically used for Social, economical and enviromental datapoints.