From 333b4dccacdd106d721bdd7e4a1a27e2df896f64 Mon Sep 17 00:00:00 2001 From: Tasko Olevski <tasko.olevski@sdsc.ethz.ch> Date: Mon, 31 May 2021 09:42:29 +0000 Subject: [PATCH] Update instructions --- README.md | 45 +++++++++++++++------- docs/screenshots/s2s-ai-challenge-tag.png | Bin 0 -> 46076 bytes 2 files changed, 32 insertions(+), 13 deletions(-) create mode 100644 docs/screenshots/s2s-ai-challenge-tag.png diff --git a/README.md b/README.md index 9c47749..6b4d9d6 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,10 @@ This is a template repository with running examples how to join and contribute t the `s2s-ai-challenge`. You were likely referred here from the [public website](https://s2s-ai-challenge.github.io/). + +If you have already forked this project before June 1st 2021, please fork again or pull recent changes. +Major changes will be also announced on the [challenge website](https://s2s-ai-challenge.github.io/#announcements). The template will have release tags. + Find an overview of [repositories and websites](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge/-/wikis/Flow-of-information:-Where-do-I-find-what%3F) If you have already forked this project before June 1st 2021, please fork again or pull recent changes. @@ -48,9 +52,6 @@ git remote add upstream git@gitlab.com:aaron.spring/s2s-ai-challenge-template.gi git pull upstream master ``` -Major changes will be also announced on the [challenge website](https://s2s-ai-challenge.github.io/#announcements). The template will have release tags. - - ### 2. Fill our [registration form](https://docs.google.com/forms/d/1KEnATjaLOtV-o4N8PLinPXYnpba7egKsCCH_efriCb4). Registrations are not required before October 31st 2021, but highly [appreciated for the flow of information](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge/-/issues/4). @@ -72,9 +73,18 @@ description of your method. ### 4. Add the `scorer` user to your repo with Reporter permissions The scorer follows the code shown in the [verification notebook](https://renkulab.io/gitlab/aaron.spring/s2s-ai-challenge-template/-/blob/master/notebooks/verification_RPSS.ipynb). The scorer's username on gitlab is `s2saichallengescorer`. You should add it to your project with `Reporter` permissions. Under "Members" - "Invite Members" - "GitLab member or Email address", add `s2saichallengescorer`. The scorer will only ever clone your repository and evaluate your submission. It will never make any changes to your code. +### 5. Add the `s2s-ai-challenge` topic to your repository +To add the project topic navigate to `Settings` -> `General` and then fill in the word `s2s-ai-challenge` in the +`Topics` field near the top of the page. If you have multiple topics you can separate them by commas. + +This allows your repository to be recognized as a participant of the competition. Without +this project topic or if you have not added the scorer as a member of your project +the automated scoring bot will not evaluate any of your submissions and none of your code +or results will be considered for the competition. + ## Make Predictions -### 5. Start jupyter on renku or locally +### 6. Start jupyter on renku or locally The simplest way to contribute is right from the Renku platform - just click on the `Environments` tab in your renku project and start a new session. This will start an interactive environment right in your browser. @@ -89,7 +99,7 @@ renku project URLs - use `renku clone` to clone the project on whichever machine Install [renku first with `pipx`](https://renku-python.readthedocs.io/en/latest/installation.html), and then `renku clone https://renkulab.io/gitlab/$YOURNAME/s2s-ai-challenge-$GROUPNAME.git` -### 6. Train your Machine Learning model +### 7. Train your Machine Learning model Get training data via - [climetlab](https://github.com/ecmwf-lab/climetlab-s2s-ai-challenge) @@ -99,16 +109,21 @@ Get corresponding observations/ground truth: - [climetlab](https://github.com/ecmwf-lab/climetlab-s2s-ai-challenge) - IRIDL: [temperature](http://iridl.ldeo.columbia.edu/SOURCES/.NOAA/.NCEP/.CPC/.temperature/.daily/) and accumulated [precipitation](http://iridl.ldeo.columbia.edu/SOURCES/.NOAA/.NCEP/.CPC/.UNIFIED_PRCP/.GAUGE_BASED/.GLOBAL/.v1p0/.extREALTIME/.rain) -### 7. Let the Machine Learning model perform subseasonal 2020 predictions +### 8. Let the Machine Learning model perform subseasonal 2020 predictions and save them as `netcdf` files. The submissions have to placed in the `submissions` folder with filename `ML_prediction_2020.nc`, see [example](https://renkulab.io/gitlab/aaron.spring/s2s-ai-competition-bootstrap/-/blob/master/submissions/ML_prediction_2020.nc). ### 9. `git commit` training pipeline and netcdf submission For later verification by the organizers, reproducibility and scoring of submissions, -commit the training notebook/pipeline and submission file -`submissions/ML_prediction_2020.nc` with `git lfs`. -After committing, `git tag submission-method_name-number`. The automated scorer will +commit all code, input and output data. For the data files please use `git lfs`. +If you are unfamiliar with `git lfs` a short introduction can be found +[here](https://www.atlassian.com/git/tutorials/git-lfs). +This is very important because the organizers need to review and reliably reproduce +your results. If your results cannot be reliably reproduced then you cannot win +the competition - even if your submitted results had the highest score. + +After committing, tag your submission and push your commit and tag. The automated scorer will evaulate any tag (regardless of which branch it is on) that starts with the word `submission` followed by any other combination of characters. In other words, any tags that satisfy the regex `^submission.*` will be evaluated by the scorer. In addition, the scorer will only look for the @@ -118,14 +133,18 @@ at the root of each competitor's repository. Here is an example of a set of commands that would commit the results and add the scorer tag. ```bash # run your training and create file ../submissions/ML_prediction_2020.nc -git lfs track "*.nc" # do once, already done in template -git add ../submissions/ML_prediction_2020.nc +git lfs track "*.nc" # this will ensure that all *nc files are using lfs and needs to be done only once +git add submissions/ML_prediction_2020.nc git commit -m "commit submission for my_method_name" # whatever message you want -git tag "submission-my_method_name-0.0.1" # if this is to be checked by scorer, only the last submitted==tagged version will be considered +git tag "submission-my_method_name-0.0.1" # add this tag if this is to be evaluated by the scorer git push --tags ``` -### 9. RPSS scoring by `scorer` bot +Please note that only submitted/tagged commits will be considered for the competition. +If you have code that produces better results after the competition ends and it has +not been tagged or is tagged after the competition closed then this will not be considered. + +### 10. RPSS scoring by `scorer` bot The `scorer` will fetch your tagged submissions, score them with RPSS against recalibrated ECMWF real-time forecasts. Your score will be added to the private leaderboard, which will be made public in early November 2021. diff --git a/docs/screenshots/s2s-ai-challenge-tag.png b/docs/screenshots/s2s-ai-challenge-tag.png new file mode 100644 index 0000000000000000000000000000000000000000..d5c29f87bb672a46525ba611fdb09f82adbf15c2 GIT binary patch literal 46076 zcmeFZbx<8k*FK6%a6)j|Xz+~_+}+*X-Q696TW|~R?(QB4?vmi{!MQu<oV?$AzTe-s z>fWl~u9}*e?p~|ApYEC6z1FiPLS9x3=^gGnFfcGA32|XXFffRIFfedAI2ce$31+`H z=tjaqNJw5nNC+VBXlH6+Z2|^H8E>Sok1jz=IbvX-uRk(LL-o$lO))$?N>Sf$tY-`` z)ic^Nn46ZWt-Xbfx&^7+2bQnU+iZmx1$eBZAF0^<rtkxor)U;sYQ=N+`x{<U>X8DN znxv%zQ`{@$z~Lyg2st8R6cvAyqlW}|_&T_8BnCJEwDA;p?JV&L62KKb*axbDf@}n5 zqzl{_fy|5yVp885-1wM`IHH)eHt#MFtXj!ZH#e|7J|aFK3<3OC0-~fMjU<1Aldph@ zf~luyL?9_clHv#M>x5fpj3~q?L>z2>17w944mkWTQHD>bh7VHM*tA`Y3=DF@;p8#~ z`b!%_Jpcy;;v%NlfPn6h0E5-Mz=5yAEs)sVwHU=Xcmhk@cZi4;Zf|dI6}>$@yzv3s z=L2tVe!$naw{yeXhh`jXWMv4jk7<US$aR7ZAZ%4l)Fn)1WWcCF*KlCqVHRLepeu0D zfeSjoz#tPs!C*mWbkHH33-KoxqCXe%&o#K*?}7qKLJ|_7vyzdciHWU~xt%lYO~wmI z)q;hxy0f~BG^dfB4ZVS}ouLW6yN&&C5io9dPSB-|iL(K~-NxG1iPN2j<gXH(pzGhs zKoY=TMVzg8NYrKI0YY|;CIB{i26_e(-gf{1fZNg7lv7by^dE819S@1Qv$H)X5a{OS zM(@T<Z|7(RWaQxB05UKEnV9H6CFq<yY@H3<>1>@y|5oxxkFbf8k)wsZvxS{4;J01_ zLpv8|9ukt@75(S;cRNkoE&it_Tc>}z1?nL1cMgz|o&oqD-5^o!->IDP7Vak28p0Mf zAb3D^@G>*Aa{pES|H%2D8vjdD{eL9c8QA|@^1pKax1@@biKCF64X8?I-v1eye}w-# z^B+NO;P0OQ7ZQKN{8uUnXWn<*!2gUH@4NRU62HK}_`xKE1(e;vPjsMDF~r`}t*yV< zgV1-Ax&Xk#qeBRwXFijmio*#6wg3I&^6T6<HgL5)MU2Tm>gr6hIA_0WYipwzh)k*8 zNDK!6;NTzv{r{XUph-}#5KiiyHBeEZpuh$A|D5FE;BdYm2>iMID|0JSgn#4$%j>A{ z=l^K<txqs?7x&-d_l9VwOwWVao`)@es`{&9{(~u;KqsuT*+7%wgP!f<8(nWh?{CG5 zEA((s9#De8fUz$e;40;D0gCQ}a95|vFz^0uta~Vb_|$wOZn%AQfK{nPP^NN~Fm7L@ zq%f#~ynaweEE%$iVhisa33~m#PKWAQEcSel<_il@e*oM<3k3dZ?LAV!)Pghwt^w-y z6?q8U)9IWPJ*dAIND$ceDb!yQaOWqhObfgd)n@*w6G{h)SBnX87S23a<S%IMQ{j?m z(-qT9eI_^yf6IdU9MB`QRZrfZT8A+k-qX%dU<^vOj{?i)suS&HWJ9O^jdss|c#oM> zD4$qO;pD%86F>kb?iV=r7PtCu>_J^30b$BVvZR>&Z}g@G`A6)hIf-U)|7WCrHzGEi z-`~gi=fHZh^X(<E=gm>k_h(^+I{8O+6Dr9ichS_7{~q+;BOw3{?w4o~w?(SvI#d4? z-y%m$<s7Bv{5I(@-)$9(GIM5?NM(>zp-gN7e1}EtD1X@8AoQ=vz>f;>i{IYmQl0+s z5PNXhk4Qn8sPH`SK;`sMd6OzzW*_%sG_1R*%mPLsGn`7s!bI&axco)7?n_r2Jf5Ie zytZ(8yk65uMB#)u>d6cG9y%#~(m#P~r6p1PJx4E=Nw>^0wmGDJO*g>HrNTYY{uoMT zXz-L~{QSz+4L&{IEN8x5DtohJENUP;76U+qgIjCy$S9iB;8&~CMG2lM9LWvuDT!#e z=*huLL)23i#<qbX9%AehbMm%N$rp>A8BJsp5w<@szX6&9>`zx%S3140I=z0;o3n^( z62sl2gY#L0=6Pte+y}0fsYZ<p4r=8T?c1G~Gyn$1zugqH;fS_PKGmYH`CY{M5-_B) zik2R%Vn*|-Hg=WmpRP7HSguoCNq!M-oK;Kf-Wu2k>K2{0-zju_a-ekh3Z=(@t|z)E z5Zugg7{ZU2$s*w_nZt=pz~_@euj8v9XE@Moor#wbOCN?pR1|`MxipW*BkC-f&CT(F zMm3W}B(ODY6WZALwZj90&076vtuS&Ep>D@}N)Ly_X%BHQ3MbKU@Uuw-Qb&LHE3RZL z5f2-6I5riDQF34cnS@{(lgZbM?S4Fm>=W%)M-6hR%uf*?M<H1zi%Yyl69%32-@wCO zD0RO=eV|pJHpsMtY_?vOE|$$E0aou|gyl5%YGm_xiK<oW779n8D-49A1v#m8mvlWu zAj+lf-tRdEujRilq?A6w5uMB0H-mQ_I&?SCkw@j;A@;<>STVNgk4yntEFaw_F?lc% z_p93PsH5sbG4L-6f3o;tKG!89@cI35f8^2Kx*3b}fNGobZr%*KA9W)9OXg@A^T)wR zq8wHWyTiv@yavBb-!|_DCRU4?xkaccZ}4D5oP=~%JJ~$J5GL3sueZqzb{3~0L~88< zxDRxibDO&!nqU~<4nGGA@i`nFzx;AOUa;YG`0<H=$1<bfxs-3W->w-n6o;O(KyZ zn~k_<#^-a}W@mlp=2$ZDJfA26o%{xEZ_(dzcTDM9W@{i18VoPH-G=fn!T#zl#US-= zLyCt$Oo%Ru{)}cFc_4;dd##%g3v~)T0gt;^-$>o=mAE8fr+$rwd>EEC+<0>yK?n|* z`?-6<Q2Ow4t=`xb3rd5G`)C`w+}OJkmY9|I@+R#^`2)~8P;55cxwx>=HOX+K5ChoT zJdc&CxP}F9Nq7CNPWwem6iAwLB?=bTMKaEpKSU%m*eZ`AA96k}Hp}KP81%&B>+BV; z4aE?Iff{bY0z&6q0c$oMn>7GG@{<@?J(THlX7P;|VwK)AeuQ0>j@SdaH0nJz-2G=n zKA*evq6uE}#VWXMA*BI%Ig6<#$Ry56EOPPqOnN;p)0DlQ1c)7#S4f=D)`7f?Yf87i zT(d9shhr+ZSLc4pMeYXFdTlM=W4pzoi)j|CX3sm@zmsM+9Y1svcTj$0&gyoLu-$Ae z9<jgdd!RB~m|$`2Q%;6iNt?i#QM|4`E_D=jxG$aEFA+GkWbrv8@f^k71kGKAZ2aXC z*T&DHI(u2kR_rrZta!@Ptq3V4Le0FQs~2%N>?RahpM1XPcDPHRkpve<9nQ%Ad~BQ$ zxnJV*{DCp4)uG*p7w_<M;A`7FjnYxlsLD#Tmg{t&NqLFzHbjHRFumvNbBLv0JcNf& zlFQ}Q2V5=-7@nK#u_#Q|ca7%Cu?gf7)&(MXv02>tk9g#c#?-2mM9Ea3hoRf^g(5ob zQ}o%oUoOiH8mVY*x(YP|y@m>IwAQF$i23c~Boy6z4y11(L!MCiD-oZI=q(Y-3oXv< z!@=827|LPFYmhRYz|pKdUr?Du6!_<p`*#689qPyl^fK05(KW58sD`Psnfi2flABBT zPZqzJjYo1v7_5N;p>8KjvSR8_8V%-*n(eMg>#aUvZ7%0kFoiXf+^#2|bh?})63C@Q zahObvEAd&1+0yv@cta4dz5ycKzge%>g~(=d3&;`j<=tqj1wcTbOc3aHdWvYV*{NEb zt#^uzK5*!k$Q!8ePLQfrYL>p+Y&C)<;PZ`={6Z^Is#IJgwHA7Nyjb2OyzRwj6dI-6 zpw9U2Jw=qQY_4@)1eEI2-C5yP#cePXgr@P$_C<XEjeia~yt{l{7%V|ry>VW#T+YnS zXd*_8`SeIUDW%XOqH=KKTGiFzkk`x<kC*E;2bZLpdVdb5j3q^GE0xJu68*97%>i1a zZs+H3*&O9%l4;cB$@DryRJC)b@FSI73-Z8k<SRs6vexs+4Su_0$=qHJS-9-B*2Om< zgwS|Au2OMX%*79$Krgcrmt(eID~q+3H%htej-$s<j`s{7Xmq7@<XSMBFB;uvo;0Q7 znL=hL`=#Lmd$+E3$4ji29VM^*9_K6qEu_1=ALd!DWR=R4Emm5cV6*t#bhD1flBvHR zvsYUTzOx1D;a$ET_*igxbtT9~?sm4O@N1zqe^|No@Bx=nyQPMSMlcZc7|ZX7$E&=7 zvL#xu;<^O~KaUBUU+>9S<JoArG5Ec5n^1hO*;d0KmrRm#1ul6~yuC#FTe;*E-aJIc z;zTMs&jpPaTddbj-W>EAt+Zb=(4}>SCwz>o%AdzXIQrT}Yl_u${I~;XO+A}0U;J#% z<9jt%)fxLh4$%ki(T}2oTBqZMGM!jFg%L5(?|wQ|$>M&G?fJAvS16OE$nyyqpH~!+ z5;q*1GgH1;ZSmuV<GJpg6jf(}1Bac(Y*QA@whFw=8~R6SeyWayGSnT3tiDKe2W;c} zC5hlGfeV)S_4+r|#MwjYjqlwwi?-7xmr5VdWRn<p$)ku;Y}dQW$J#u`O;=w|9-QX8 zRgT$9NjefJilDevEIxDy!@Mzz#!JV^H-Hyl2f=s7K?u9P<>h0rNt;U!+W1}mfTq)} z4Rt-)DE=&j<M+&yaJJDt_3~Lx0{x@%j@MOGtMkhcU9#xUra)L|1rjlm>H-N$vY#)& zUqmKhh-iw*(N6xavG;a$I!f#|>!ZL9H)<jh{%o@gePObDfWL@ioN<Iv%L#^cI5B7E z_y7^(Osd8e+p6c-R5G45FZk1Di^C5^@TOB?+$GbhofMyg={$^hq4z03t)lQC+q0mj zUx(ZMut%tnd(a4bvrRUu7`4zAygrW@GC91_=k@#4NN4jN*L!6w@b4)U3x4vZFnY|8 z-3G=I(&4V|o2ptEti*FTVG3f04;DncKP1@f|3Iyp>wGxF{C%l+z$4jKGS^1vnjibr zKesYYMS6ve87Gv-A^xj~yZ%cICcSovb(X-lc*22qd?z1`GvwSJP|qd!1Sr*L_41PN zM3$0vh*5fq<uZnv3f1O%dKA__u^SD?C_teaGx`NQf5wnYXSvKzKRvWU5@rwxgi7KO zLuNHk<uZ%$j4>(#hk96PEPn@l?r(HD*b?|mw0TD_h=W}tV9#UVw>(owEw|C(0l%2s z^{wf;5zcFs8{hYMfi9iX<TGf}2^7S;-BoB*oWL2OZn;=3&e+IW$uirWX@4GCBtFR& z@GYK7{bnMw%Qi@w35mK)mH4roDITS%OQ~2k4|FKVW?NhsCPX&TYPa<C;4RJwoMFLv z!4NJP$UANKL9g@#LBT!7Q>$1u#?pPGNn*&>CZ$e%MyP{xufPeNTpznFKIKec@%^OP z@ty7KJQ{~nanYXM?pMN>#REX&dKUw$NqKXmZue6ztFF^FO4+xw1zt6HJT}DJ^UL?$ zse&|$kDEI<mfdeaKB|n)`h8$s)(<}@8Eb`wP)mvQPiQWWU4@(j5M3LPVdyM9yHX!! zC8BJGZY<olwGAIz7vCt+Vx1dB-wR)oSp^#j$BK5gyD9@Exvf2Ko`R4GIb=}?d4FJi znX)LSV%{&s>$d3UOd_?SP?=iD^1|TA<n#h}d9DgkaC>fXDDf&jk2X3+KI(<!v8y_{ zQOP=@#wEiFzM;1=WuW}zctSQ9K@jPCx+XiAuhXes&YQwI``~yj^y|z=a<FMygZUbc z$B!@>Mx9op^^5D3e!k`)lW60#^kSK126{*_T--`YMfA~PXX5v_9IrRI5Tlx}(4TG& z@A5f=?^^fm{K{B3b(?bdAQ)o7dOO_*MWZrr;UW(K;zY_&zfQY+ntBZkDI85pM^>t$ zDjq_(J+6ZF#_;aRvjQyVDoXn{>Q$}wCUB&o)D#vfmXk!)Mcm)|BZ*cT%T&s#k*ETh zO}<GRiN>np(#OFRa5z08CR1sNT3p9b=)FGQOw|}Pgf;4y(D>aPG+6u;6#?+`0yKqG zL&g^(kI+BLRy2fA3jp3Crv~sHuZNHd8zTuxVN@zrqv1bCx9oq*3WGtx9e}z<e4ncP znI((Y#w+ZQ7tr1Ay+4&B#^kslXP&iKp(~_OZ<0TjOjF+AalM<*Xe9dnBsfn&#Al(+ z&b~c|F`{B%|C83;3ANs5461{*)@w-%RAND>4||(_fYjL{nOg<KhGTWq(n4+`qXn=8 z77NA3>GueOGX)a)eX`k~M#&b~eugbWh*O+fDG{i@_Aazr%$g3-_C~z_h_MXR>owJj z+VQyBQPA`>cgm=*Y{xXe&btiT*#gI}8dTyAk9_|tND-!ph+OiEvIPT8K(BbOU`UDk z<qv9F7(Enh#Pv3p#2S6{dQ$bM<u(_qeqkzsz+g)T_(?uf4M0!1Nx3RUR<%bs+i0nF z;pdqfp@-lAuqx)t@4U_jagxU;xC-%CKylJ7Mx3TLvOtf4p=7qnyw)(CwuNn~s{>_9 zKPDpqgdf|1bZh;6H=JXVq#VyEdOnW+=px@tgMDPVrsV_Sgl1|fuoHqiF%Jf5)GuH> zhD>2hOEq@;4PoLm3b<VMGL;~#zLo!qy$FI=tP7Vh3ieqm2uWk0*J_kSy9o5)TUsV2 zbll(IF_F!SVCajp-T1oeeBBgH2|!eA@sG}2iSd37Tfl|5!u!GsgudQYg~B4ks&oB` z*%)%?vDr&%N%ZEA({M8VZa5MzW2MRZE6aDYZ#wenyTi|p0c(Exv$my>uWGf{@SRd& zv03s@h0D%@R`b(-skQ#O#|&g+2~?f&K#J<MuuuYApZKjHe&jpSC}`)8vg^c%Ym<@t z&OkKeYIM|8C2vWMv6Z#piV&}dBXWZ=OrX9rP7q?+pfw*N9WIn69bL<}T6=ioySr1Z zqr&Q+HG?;7WE5WhU=K{=yW=Tyd9p@Y1*TE~A{J*I3g&e+hR`V19=Le88Zv8>w@?eb zNoc4OO#)ZU0b$&}&#Bq<n5YP`#Ib~YidtrGYr9U1az4607$2C8K${y36JA3f!b4Yc zyj41_W_e0qia_-MYs<dUS?B@GDN(nC1Xx5(7Dgx>)oiZR``%~aM7h+lo+J|64tLJT zSUPFci9IIV4C`g<0U{jxER&xC_@?w1yweFWi#QhGuNN(W&_$*agQlFC`fA9ROliWo zKB%b=0<t-^NWl#C<*Q#|AwMnngf3|2IPC=eLU-S3nLHOWySwLnDQ?4>mPLCb-a^9} zl7ez|HI2Z1O=gN_2xEP2gDRA=o3-{<;mW8RXO<J&_=J~H(c!k(NL4}b$~|fi)%0r~ zox~Wf5pN|(Wo<NpY-V|mjc~I8&|d@3mZ;n={3S>#rMfJx;7eVCXEkb9kL@6S{B{aZ z@3Ns>js!KL7&)(zRmzy%He26HyUAEVv)%xqdU~_aw?-v6wB7i7p!4?32Nislk$a6@ zYB|Ut`L}UXqys)(+$yrb(P(t*c4E_2<E%yLU^L92;+Y9_HfeQ}ZfoSkmnpmel7~(V zoT2MI;2rMwZvpJ^!N>awtqE*4i^WH*Cq6{nH5RputXY{73`L2z{F=>DC`}IDzp89- zHM`wi(y=#iE4bXw9s&KSMPX4y?6M!(o76v`fJcOyPHLybj|?JPhep<7+O95Cj*)>$ z%$kW$rMIHH;)-F3+|wNG$*gYiTZQL&=rmcEX3?-IgH5*6IHXMJ@SU&KcH-q_xsd_( z)9=%N3P2stRhFOBHn#IjAogg5EqqF!eR3h1y}v!0cgr9+Y%s5E@TKUFCb0H%nB@QY zj@`0QGG%6zz_ylfh<1AV2WP$R&*=#v!qg<9Hs35h#Q|~N4V1mRBQxHKu!dm$YmWLJ zYX~OS32djDm2R(JRcM$IGM5uySHIRW3?KTqEr!c}T+NO27c+L>NXU2P3CH7ts7!BP zqNjCCf}1O{At$9(9AHrHRD?;l)U?N<p9w3q%96JTtKQiCZcj^aqtINfyWH@uLb9P8 zD;>AKgH5JAqyME2Wpxdzf^Ob%>WMfm&L)dH+1<JitaY?1G@<^@fKIa=Z!;hoII|T3 zyGm8g?`7lLqW&|BK#f`}f%*%TKv)c6@u@Y5!^wb!W{q<p)2Y7)RDolwVn@wskgIA6 zG*f4w42k|38jUF;^`Pd)&S*jz^v8Ztx#>}STa~vZ-N%*a4A&R8RCS0T9*7IXJhOcI zx+fO*XnEgI4t(3ih8zPhG%i!&KEo|Js=ZQ8xm7gQG8_3Y5viKwxvSL4kAOV}0<5sp z=-QqVpD<+Cdh+namA+I)LuyCJnUa2IU$<33ZaSn%>Jte$e7;_UbXRH{=hdcfljUp4 zhZfH`b~1V=OSQ>JG}_$;-?c;DeV`(=qGe<VD-EPcKv`9jyJ|f$OQK|RYIsD#t?9J% zCYp5HeMF*wyI(g<@VHykSn2X<ugkM}dimwLB0&`5y8||%zV%{%MV8U&;Uy3tQ)x#g z>WmlBq-!SUUIW(azfCx$4fBP+9iLcGm=JsJS|LOu=#+G(A53jAJWNEqPA=U4WqMRX z=&Z(ciPjC6!%kG@gSuU!K)Mo=LX(y*Aqz!HYkQ<L)a9|irZT*}#{yo9!Zl0Oc2f}l zvlx5ubj6MT^cdREp%Wgzp+S>BxKdMzU_Yf&H#M|_5^oP2dwD3<jI?Ee>9zz5VYQ(^ zE<^IPZ)1^`>+VD??1Fk*+;Av-NO+4wr^|6NJk*9+^<gN&1TPN{&DNFQP{2DtW<eUK z#AUV`BTu9$@q|^V8C+BEM&`|*4io9C-T_wuvDXsifGK7K`anME@VXvK+sUMMj7I3y zk4{@3n6`PCwCmg#&oY&;&ASDX10yjD=S=G$7>LSyAzZ)!s<}U72CLsFW8*xo0e9@# znwO|w^qQ#s`v(qqI6|nV4ATHQ3bLxvY{lV^7Zhf{&em0kZhFLcF8Y(|v#CQ(aUs6u zL$m!-mxn%wK>dkhj4Q4Ovdt~y3C*UENhnh5gxbVtv?IwOt5f2o)<vvO3vi{8TVWPj z%xT&##S2Qo8bXJ_tQdYkq-bzY06qG*9szC$(ZHr(=bJ`Pn@%vUC9~S>;hUE~hd-z? zu#e<)`;%OWhfzJ`l3|mXn6>YbT2lucPex9n;ajxpG;(zPa)FU<=wX4-mDQg?MGaO? zIX2IrO~YE>70GG&a_a%nE9Nz!X(8q@Y4E7)Zs1AO-Yz=vV8UlkvK4Q-WK9xJW*~fr z?J!WqE}<w~m@sejzM(_4^xDOE#peQMP}VK(toxQjCFVxVb-l39qk;qS726n*{Z@fO zi+PVul})n!*YZkcG?u+U4FDk>Dvp@eS1N-V+Ge#;t#F<_z)uSXPiv_n@cxv?J~iTi zh9Z%dwYV)iydw^Roo<A?gBF7-HAS%o=EI6|DoIbi&{2}Er2;nQg28qMv!PC{v;;1n z%a<dqsuPU^f((jWo&zoNg{?<X!rCw-_i2C87Ul1P@0w*+T}w%>b|yq?-N}&g))S>e z-|%_AoU$mPPq5$gHFM6>P|4vGPh}TNtO4T;Qe}IDg1JDxNb@h-Urv8@FUg=MzP<0r zJtN78<?lZ$4Mos=^bLAdy+=M<6jF(7>N6o^S+NJ-r;KjDlXxx`01L*Zc%RXv$1u@Q zqmInh#}Mr=iY<)I<e6Xt&}i{b;Y2=q(<hAQkTNyV8)dJk(+h4L)OEE85fOFo)gouL zA}|{IEWunf1@Lx2G|}%}^VO|UYtrUmB|uq~qIK1rsH)q72FKm&4@04<)2LUaQz6Ta zm~QJ+W#N6#zLe6J?R;A{pG4zkYeEwR?F*2yx7b|;_G_%#@OC-vH#x3`#M-WzD509m zGwvec9e@5{Qy=dMsBzjyb^!`KwK)8QabmRO!vP|$j+qi%jDg#MW$%ENBR3x+(b;X6 zau;~@(TGpN7pt|zEM^N?F>f@ELz@xYt^M)1Pz|{2x1u2fnII$?DE(KN%eV6J)cN;H zjVF>6EM5b6FcTkC8N|U4L$Ki7r^5T#=ELqe+XwgP=dI>0Y#h2|b26%DgJ6+M27~RN zLfxoMne0&-&A<2kylS}f!?U`)d=1v=Znqlv*+;(pQK*NM$=Y_kv7SiOg|ox5J&xr~ z`J>N)5nlS~8j*KRbaQ0v74HY0Mg;h^AkkY(>P1s6w-YvMYNd|w?JmTCi$pHdAI^b8 z7<{P4sB-Qk{@#GWyP^*p@s>uf!{>BdR5}$5mD__R06R(q`UOpvGP{%^PcWjPd$MbK ziu2Uhpi1k-n9c9G2KlLAx(15g8p+A2>xnMbt262ApF(A>gzjuwo##D8uF$|&>1mH< zS5!O9dE(bjV6oG6;<iP`)yiqzEfy*j(u%*@Xzo=JbQ#t0YBr)ky@$AtAkt)2d8z@1 zhT;?u5|a7DieF;#^5L49O&-p?YT<HQvpo5A38Yl7V7}{pE_i94R9WWC*(l?GEsp7g zG%yPF+^ScPY=TA^Mv)57XW^{04kCnLNRua;Ge2pup~Kr{3cnbp7#PYj>7=BSVV%+F zqfsfFh*asH34nY`uB2ZJ7QoXgQ>K!VTqO?2eeN+dm>T;)qYMxS!xRj_=fB`C)$0zp zI&U*=JmnQ_-F+~^Je>8zE-=D%Kb#?d){>lGvVz1s>$PJny4!YvfZ%IQ&n@!@yN9i7 zFnn-SL0{S3P1g449O)y3%}oyN!N`MoUq&wVg)%UL;RbDIjaH-1RK*xqmxKTLyQ<p* z_u<D5aj?agr(aan&?WCT$j54$v?KG|1gN*gJXhvQsc}XOe^SV}bH4RQm3=!;sq_uC ze4a4D04iw58<;KP&ZGlpgW)|4aA??bZP<Y)%7+uscu#la$5v>*!Hqtwk6Q6Q_nvhZ zioXUaH@0JZvi8UTwfC0zYXx+M!1t&(#q=36=9R2{6}JaQ(a?|JZ*vz_5Q|}(Zx{Vy z?O4;i@jU{7zZ|mdG;MD=c=O6e4J8H^vp-CD6Wp>f;t4|={0{ELcgVJm(mRsaT|~+> zNxMO2(V%Wyo-osBCm8_2enTa1C>uHi5cM&@QU+zSIoxUI>qPoO;!gqTHGb`|mklwQ zpZ(py4yuEUNgbSNSML2oG4s!p9{Nitr-jTmHT8};?p`+b&GO$ge4XwIhNx-ZOCsXq z!>_<iy3(=@`tQS+_h|1R`*lFA=$h^Kr;8CCzmirL;~HdPX-UK9%Q6?4$EE?eB#r2W z?jVr^I46r{cjDQijeC+U_0XlsSkOZE+~?xT?%>z(w;$dw**MQanP{Dh<2^6x2_-MI zxSn#lis(z??jZnT_N>-3;ij;&hVZL?IaF`!GRRqwBAyNMZ+Uy2A2~ugA|N%kH|3(Z ztET2)on3jX$R$BWO`2pp?U&dt(L-{f9svdHvjmKg3?HbVTz>jqOyxrQ^h{YNo*lAY zQ9aVSw25v7aZZS|Ej{m2h#Tu-?2FT%L<%!Ha(s4p@5+Hfmu4S^JBiRjMa<4xW*)~V zgm6Rx+0Yw6?k@lMrGrF{%y&c+8pyW!C4>ng5bC(eT&9M%$@aVG^;ZEa?(pJrcPr29 zTD_<0aR$B#=hQSf(g_9JEY+qQB8U|h2)((Jh1!GtMR42NWVoMJrpJrbN*fq6m~UI@ zl5WVx<LP3<hjiJDRhZt}y3Fqlc7)V-M&e!2a=ecvwD8xb{_3vV?x(U<zJilP$g?n* zEzT#9A9E5ZTmbgbKSzVRQ*^?^n9m%b??;i<0MF)LWxO!Gim@%BswQ#rqc6-@YpU_V zTzRpbdp%*ve%LgH5}UB6xMqG`n&G6#SpxN*78Q&*R219ydr*+R!vf@MIEuDz+9Y0} z&}IS3U(RYM3J5}rPy@e|7(aD!EOJi_&xst}rm^V-IZBfu+9a0fPCEgsHmPFWndST% z^rp%$HnR(NgM?OXTkdPm$8Ei}S~DL(-fB1qxSpc-dR*_({^l865I_*d8(=JVxqu%n z`QYr1<s>fvH-FS%#%beycfmd-t#NGhR{ol_k845%E&d<E!awwdEfgqjrbPaS`*0ZR z<BhOrQTW7xUt-Bk6@ya7d9U59mu?)2|A&kk6gNeG30RX$_lsss*#e!|AydJPQr5lV zx}1*HtX_Zjt&;C3+26kBf9e6iL191;W=I^o%Okd(<tCah`x2sBxg^!zL{KCan{#Yl zyc+!6y35@<`?wO4J_|uE_`jUw7axCn0^7Pio!C|y^!FVV_Z!pvuNu5%;qJ$zNhn>S zbhOZ)JhA=)Xe*z@e;+xUkK`Z1Krdv#)E7jv@l1c!3a$^_-vV!b*TjnlwP4FF<^CG} zkAEKu<u_+RyHXG)oxui3r{^WfGSK@|Gf5ZZ@y7)>4_>tXB$a4-_L199_#ehWAS?v2 zZin~nGA>?byL}EOEte=PvL2QoK6jPaVF&=#7|q`Tilq<GN7Vswu5>DZ31*S{7b&3^ zBVZ~W5q8#zWF7rq)RB8}IPWG?bRu}7Qqg~*0l+2&7=Oaf(LPN77p=kH3Mv?}eMrm@ z`o9P$s8E57AQD8-<!Evh{C_c40B|j${3A71-eju(Usg`MQ4jU=RbuhqybdVvVz_YA zB`Owl;(tv7)HM)Y27hg;=0@&co$8?iL69X#iuP~XNG}11Hq!foDE0Pl^_e69<NvGt z|HAVB(rn4g8iMK#Uu{00&hC7oR6dYTV)k<V{DH<4)w=LJ{pRu3YNgW*XfpmKnM5>v zt9=4I>2bZ??dJKxNkua}j+oDqYx)hu7%6S*4~7>q=nrM}yuCS8GU8J#5FhF~agXV_ z-UlA6w>MJ@wb*Y{I-5_~c{u5cv4)}$WrNrXyOffBf2MoD6ifi>xkjL)RSvg@;JV+T zh*pzr{u2t}5-Y1@5~XsjH^<TJF_vEE&gr{{U|67DS3#x+!c4u{6h`S%s|)F1)WaqG z>(@c4l9$-559k2tVU+VX^AhKywd6fI^^zkR)dGfSJTA%8%}%da$9<r2gVFpIc@nkB zyPxW=+(H1o-mlKbcQ(l_^X!wQ<8pkSU*eV0t~tk(I9;g65@|ku0IDWQVgUDO(}EHH zyt@Q20{}J@4lj>L)Jl2p=ycmAV9{W{#uD)r;nbTd-D<iVe$O8kz%({PTJ16_Cg}_J zd%B~m)U037nBhnA`*k)O9k$_VMfbh;*K;xSie-IAGk(TT<4q0-*ZW7uHLGvO6``}m zQ`2*Y%%vjbb{5k)LRsXA_J4R{fDw|dhs;B<v%W^F#WXlIwh@xDSiFzOAd|CNqw)0~ z9gG04=gB9PN{x(#N=;c}!QlH5x?3+75668)5M|Cl{Ci)>i*D);1{4Gu_yl(9WWq*= zuaSACOXFJ%z6^@{U6EdnE~j|YpQ*<mCk7Zv*v{*JttIU{^)r{^Yj{}zy8)4LZe)(_ zEPfWzQJ?%6lxnbjfuYv;+7eGuaxNT&9q($hDXrCHUC8a>sMOKo5agLy=%Yso5#4Po z&gXV!yy#_qo^nwklVaPAD(wrHHJ$jH<9j0h{i{f$6b<Zu>XsJ)jHFA@YIV)@R2YUh zx(Z{Xsl%~6+dWxm&<a1Tk%`_MD7Pw#5clP*MkL-TitAcy6graQGCtdJvACYBS-8>u zmoCw*e2Y-_`a7rZKMI`>M$kCj&bUQl38R_JCd6CaFJ)$jqA3M~FJNS+9}N}KzDRx; zJJxBZV<`vuaRI5y{1pf%s4%fm`NJ{!K2IpqjBLg31Fl0B?%(B_Dl|$hlO>^)Lj2Lq zi;E{yC18;WNm6Zlo{4SJ=gO+6lW7!VPL@x~1c@@5t&M__a9HAg49D8xKe_CW&6l&- zJ_~EM+XgWvXVF<<j*YME*O^EvJvv*gV@6*$IzPNyY4D&~@Ak`a+#9LF6rV3u2_g}T zIbq;iF#MLy9NSb&chf5rb}*J)ju9rKRcAaVzTA2)gXd?nPuFKa+yw{K6`4YtFQHU4 zqtR95Z>FrPoJOr8X*qLXb!J5+vNR!r{PIM!(rVTGu1uklIvJ=Yy4>*<Wb!>#Go?A4 zDaxzHoh!Cfp~<LUInCjA`TY9eMs~W?8Yu%ws7R}OpPI!J=zMzho?Id!waa!!JIl}b zXtljKcF+%ni1#biY|(6BNF@9|!Xo$BNE$P2qxJWwI@3{WH9dLWo<6Zu1@lvengJII zl0Sc=-pFuJoH#HBhi|L==?oU12?#GRYYb*hZ!<WokS9|)Bhble&;-nVnr(FD&O5PO z2V;q*=&K*VcFiSH7P5B;xO@X~*{uZjSj4@a2PAGYc%8mz>cpzty(TA@t17L!5+Feo zjB`2P!)?R%!6?qv`05Z8js#Jd!g*g@<aLi;fS@c@U5DXa3Glplddl&$IM~`u7M(H= zHyJ+B5frmo?Fzccn93&Fo6Hul4>HAce=)y3{S_<{VA=|@oNR{;1~~0~D?U`BPy`us zCnTO5VyPY}Cbec3Y*tUNjQE3bAf7Fm9f&^V=IC&*6q}*)YYxk#3Im!<dwbydQrDk( zoNG8FPtVtzV=Wh-#^~`0@l>mH^L<lm!BjQR)>@6kLeJOR#R|t&t{B~gaK_atl=<BD z#Zw5Bo8n2um_{z5Gn&2EE3kmNaj!N@H32$Erlde1@B?O+ncSb1B8clM2$-HEGyRrr zB^I1F84`-2MVC^otw2b8!`O8Bb5Lmq8)|v^YfD=FJ~mK)XLM52w0`cbtd;;xHjM<@ z%5pX}ak_^Orry<|R43IA<*rt=7Gz*^g_?_ho7eNaqo{ufvpaT3c|B=$Qm!^2ZFl`N z2FY%T4fhG%{8vK;tJvkV``h$Ju@^n65)E2t(=@HQUZbYVgn;kH`K6T|kuY}E-2?<3 z>qs{<I7c(Ofzt~4_?Ov7B)mxhOUxhTLshVHe9jjUvGh<~UdL?aJ3(+6=dcBX95p{m z$Kfos5PwWSe%p~Y^daSPJ;?>3g8qyNRIl-u&HN<5Y&szyM2Tv25=0sKA0}-;0Do@c zcA+$7gYjr)gsa`App&U=J}K<obeur<F(qpj%Gcde?M}~V&)Y*gvSDSLq9~jwqa^4> zE6t%;0-16(+PqyU%;^9guF>bd?A~;Xw~>O<+2|91|FmPyCrAE=V}i>mJy#-%3*aRi zb=?WK*K4NbT$LUBr-RMrl%wPCK~D$O#6d~y$XPbi`d(gE1XazaU2n2k<@Fz9scov# z%mpDW*^B}ZxXl$C`AOS@d?@<$E>~2>OQcH^I3?pH5PhFXr|bF)v%gg1vE{zByG{3Y za#>8p&?z@LQxS+TL^4=eM8lmE#7$GZAO1d?4|{lX**}+Wh1E_5dg&Xvt=(j(x?(Su zX=JI=>l9pl#Yb#ua6@g6+JN0`J|CeV*pDjVgF%)DZOOq@O_|d~WwcNyr~>P@@~H^Y zS~3dtd!P4&Ql0?aG^!Qyn)-426C~!~Xx~zRIV8hEVaP60;fz}TC@noZQ2RYc*>Wkz zwvoJfXQb9MyOOTw8!{Q}c5Df>dR>`cXf+J+$7BB9QuOTq9u)&-32MEniYyxjYu89j zDq(fu(9QUKF&;sr*@<ZeOFR*C1K8KQ0POs@EbH-7=*to@DG+tioWFZRv~#gaZ&AT_ zg>XOR(+G)g5X@`QNu0vRa7OEo2EYpFBH{qza@ERO(zp8-!Iw4{IG+$6*WJ$_4syD~ zuvPjq!De4#pt2$PL$@UnG(DDZV;|j8bre&L%$Muks=vQUTN82T+SvuU8%=*NH$%x% zwppxfUTj(s@w8`fyzvvI_CCpDPpR(2+R7*Ie|=26V1%QyTBw?B=WV(+l_`dJxTdN{ z$*eb(!Ba{Yh=_LHmmc^433fj}AL!kE?Gn}&hc!G)Ay<=eJ8e<h>9k+P)H!Xy<98^_ zTCT<{E$cs@iK7(V`yOun6_N-BhjX)d>1?Glj6ycs^7$2yFTnS7UCk%8-&+Qf3sIT} z4fPx3#*0)6eHKaQo;Mb~_EsbG_v9h$^li{zTWY?~$y6psA`Bun|I6cTewWXaVh*p5 zIfx1Tx#n?iRS+<1zIyqy3U=S??!-WjK}(q{&g>%)Ul@C&;h!Lcp8X*HgC1MU&pWzf zyjZu0c)Wp31#)5`?=TspiE?XiqxA)}Wtt*b<;G?4*+a1`2b*Xpcoy@a3%*J<6W%Bd zBZqcU!)<KntU99`d7V9bG&#KH*0PaEbHOi#E}uw!NEc9pAmQ{2po^xssG1=~W*ez@ zPv1<&0BQzzS*q)iYt%X>$72+%#S=Kw>t@d9uTFtHexD`rI2$_GtLbwEI@>%Km-fap z#L#prZH5i&pEr1OwvizD%pel6%%vMeG1wY>KhUx<TcK#NSpCSST*_RmR7rfSt>iRD zX`YYw_b%Foj!_Nxl@OmlT&92hRr+`$WS$TQ$DY8|`d6nybL$D~@rgw1vafb=f1rGv zC9Pl(*uJ56HgQ)cg>n(tW0*+ZeJlDsI1$%atHx(m;5X8fK;r4}erZ9Xa{gD??!g+O zg?)Ue<#f^F`PGV!Pi&TRCBXvM3WWNb9Ue+_1$1gvnX>3xTG~#VKEDV8oV895Av>6; z<p17b0{GG3oSC%iMO}{AxBSY!Pgk(o-bK%(_C*T$QmBI#@f30Ba!?OebER?@E4k37 zZ~zogUm)WIWj6HrJ`){{<p5DW&@0P(h}Cqp*k1i0D$gouv`(_3=no&3LPfY{yBy|6 z#{VSlcD`;l^&z(9_2W?Fnr2M7k-6@ABV@XnOz310>_zC7bULfW4y|N}P(QpKVhkA- z@Y8HCD%l`)>P(mxoqKMJ^8*u)cknA;kr=)$Me>4o7e|-(vgnRWww<P*8T)E(|71|% z&yG0s{b5Tl+uO6e>mMs~#_C}P2q-w3{z_kk;cxTS*&^S|p{CI5G)bj&+cUNs`RLm| zWp@%a`~o5E>_KD{d0ggH97E`Z(0dE{9*%ArEa*lP8VctSU&n5t;ju-zRPktI*x})7 z*J3(X0IJ<MSjfr?M6teIz6QBHj%X_``6|~~Dde)(;QEm#=uyMy#NDH?8Bcyp!p7cv z4zrrlV+H9U@}6&WmUEYrnNGIerv0{>{$uUn<%I~44ZTe0m@MBBi+*5ejK+du(Yt@) zbr08^yXyw`(P>MBK&#Si&t7M_wR?H`<g)#n@UK~CPp?w0FdP$}Wj2ZKd;bXxZgR0g zBcus~SLuaXoqw)OMyp>cKyUm~j+Z$=@;DH&y&Mvkp2lL%L%Va}a`Yr7tF5IWWq$YG z%xa$cXIsxyvc4(U{Xh)CIK4)Jc>GDstw1<xOm)bt*|#IIq)!ecMw@MkOd&jZGndVF zt5yS(`_jd=wo^IX`bdvt!}gPE5oVtnwuBf>ufr?wW4*p91!OT;2NMH2WYSq2%wZHN z)ESdaAv5UA59iBMHeA|6@OtJ-m1qPb_fb#6YXQ~f-@m#Rd}tas_iJ}OjbdVqd)m+O zyH`4ojjEX`lv3&qgpM}4{?-?QFmEs%Lok2GgaY^Wbl&fT5^(AMr9dDE#(LqsOkup= zKf8b&!T|n{{Rbo`Y6fAPK6}=h1KD^J={f^OB7AEBlNmf&OlD)j050(5QjOvO0<_R9 z^YxX+lNk*Z{qAsJhs{z;M3HQU!0K|$l64VS0#u4!swWYTVar%Hv5)8Del<!{;{uZd zKDneZDK>C1p>TW^%~rTC1z6;}E%(q9AoSTEFO7Stm!v`ZBy2g^-GiL@YhGoj6@7TN zA{z;$2Q02zYF;Yz>FC5=zx$!seh%~bhdu7>6D@dJ%$gA7-D{>$igOYxL#6sJcssm? z1>xBk=S(tJ#zYrg4nK=#8(OmQ;n!l*3U#wq_JoXxG<~J7#eNcXl$u|jvgTcb=shcr z*A)=fSx&n&=7_$Yw`XFz<6jh3ROF7By~28Y40&Bsh!&eY^76`WYIZxFN7)jgPMM`Y za(~zvADGJTdrosk{kdFkHhVN*o*eo~fn-03I0?n6ib|=dqzsf+yy6vZhPhB%Ix!TD zS1OrIoy{gR^N*DdiV1>OLl~eEo}vcZR5*aL<9gggaAbt-iIzf96y(>OrhH&(PGapE z01bp!$KQ+Ke~Of2Ii6zaw{_Wg7CF&#{VEW(SfMkua?CZh@gAX;Ith3z@tqp!gmRJs ztY+Tk$;OH)k<DCY)#YHvAx#|43Hces_qhCl%hoCu!>M-<S$Ur?#s<WbP;ZZbHhcZh z(lQHyj%bIwfZ|oL4=%wU=WM<(0TF0=3$%$r8SydaYt)yAo}|ab(cHa=H(CI=Sle<{ zNzwkeiN3!}zmQq(l8JoUc{*RAv?Caa^wNJG7`>6XF6yEiQxnDxX(#PdzX?A^C5q&5 zzsPNyQYw-j-D5%Xo@YxXR;kofNn_nwQ>jpo-<!-Ro}gWe-!A6{^sy>-xI6Uy;D-}u zT?ugl{<DWcbw-6#W<vbI5ug``D&6g7)~vGBm!)#3NIq9>8&r*S4N<=jzXOg|rBj`k z1zdW&J(qH^Toi7Q!r`**$P0i$TZoLSi90SPT2*STD=eYTkT>UWzONBTbxHlW8lAz0 zH+qrqR4c?qv{K7zb%G^}g9Bj?>pHs<f-U~>M5<DcF=($v`e7`T?R<(4rtNtw{o`bi z>6-UOdObS~4VtJIL?B!~&%GzWerOB6F1^-8IF!*no!6*I@;#}j^Dco9!TnFYAw--L zN0b+@)W^8b9H{hX7bcuy3Bx<Ec&D3FO}qD&St>R1wofrS)StxeD(Ly*3@4u$W4kRj zq>;=Was*%TAK6h9t+-wU^IC0GpY&0+fv`b*FTF@&4trM<PuKfX>_q6{pg66V#tT<? zI#`JWvfBD{nbc`h(imuuGhw}Rcyuy`1jA4g(3)eY_D{?k6cQ9fGNKRylgp!YesRqv zqy|gmG7_3JMuWeyKb(<5I_ACc;7!Fx$EzKSbS}RDNlvp3h+7e^7Q5L%3+MVzB+7g4 zW>4xb)zDD;7xDS7P_Q=srk`pGHIv6!4yN)%SuYgYZRZ_@oZ#u^r*yoq$<Tw*b4c#0 zdlqo_ab`zQX#vl9r_G|ZHO00oUmG1xHVKyKQVjU|?iKNjNA&uW{4843XCb0(#uscP zfYbwqqyDHZrObY>c#E!O%B2|K!JSk^TU;(@M@jelTOwI4Ft^eWyvrSy%Z4gNwxDJ0 z@JW|(Dp|zwp?lW3lJ$07wNo*2Xt$lV5n!PE?qIKpWBN-v)*#0fS%4sa;3Od#H}N2= z<(#}JMGM;{hrJlC0Z-}-QV2)L{NA!<TV4*%G<N%Yo#Jml={pDhF<yCd{zkBW9$h>2 zP!1V|i1G7Qbpz!SF*J@=n>RF9)7zF7cCf6}&!WvGG=tz@hrco&4_Ov$PSk7X!Vpk5 zTE45nfQWu=%4zR9(mR4lWYv>cmT&T+j7JkVZxQt?`#qz&QVV5Ys^M%$asxIddBrA; zH!|sSe+kTN9Z9X81!nGj(+jV;fQLd~(P9QK(XIS^b%cg`3WhfLF_XBYm_Hs}`Kvmb ziD-?-F<Udjn)fP9>gb6H5Mf0W6i&eQ?%dnMX}0qT#r%UG#=x3dY9&;X^t~Noa<%e2 zWw+brYcSCSIkyHXyTO|Itpi2_3hw+@@^MNeUtHZCm)jNA{zBXpgqhuM^c(CixIC`- zFYLZw$7w^BPq$lY^R<f@#n>wJ<XWZYe8P};S%yrt%$z(sQLYe9OLc{dC4k}88o2_Y zAK?l_2+Kv6GgZ&~NuglOV}uixZN#Ejum`qq3|`&=I{5W_O;48CnxltfmM8Sq(kybN zE73#=mk5O9VH+0A@ucbhY{LU#AYxJ`Vf9xZZyx8TWxp=1d)-kZQSb&?Q}kV&YG%SG zeNj63HbM<>ukvNLTW6}<vT~+N_o>kfW<y5k^t=)z>ZoDW=tG!}?^e$TuybAHSvBd2 zwrVxoeDo%ld2euywX}w@Uu{lXb2L}mse@Bv0khZE9Zox*KL6_Dxm<WX)$3NNwSoqZ zisgPhtyk8cJMv77@HQ9Hp&rNX_f49s4>A$o+%k`m?bnBa<;OJJx49gU;Z)c9AvTtT z1xFZ4JBs5yEh+(*WiVQFlOb3D@W^7bFML2BP0w<`T9W_Wk<)Du#U^{8>ucYJ`ov7} zCfIe}?2F}m8O~idpm(K7)ohvqePsvCH_#<j_U9_yl~EixQxvqrYLiX=XrfJ#cFb5h zi$#Lw4UFCU`yQADh=N-0nRNx;I0IDgID@%*pC{LJPM0#0x2m;z4r-}CMr8=B-wOuy z$!>#5Nr>e}OWkQ!a}E7h2J3?yUTd3|)mvM>w*p>>t?=;ekZ_=hjdr`F592pJmjL^K zV9iE_RP->j&lJ(!uIk=!*+Z;SC2_BM>eqDdXLY+>oALY)IQ=14I1KMMU7O<a1pP{| zc81bYb;?6n8d+IaFMsrt-alrlP^(bNNnuT@>GjPz>~T(*gfe-Az<n4Cj4q9)giRlQ za9R@iayTB?=53va25Z2EqKt~1;X+3&6gu7Ry2@a{TTmN$!Rt@qz1J{mxgaE$W|YA! zhI|X%%E?X17}?0(;IWn(@2WS-Ts)kD!)~W8gv0F3fX6iaWV+eBn6%EpkY(i5(&+1L zKj<B6fNFeOYCRcbWbWBm4DB89O)@kOI&=^FkUx{>`#Y|(VSJd`h{xMw8pTKy#|q6x z$>qy*td64_oaGEDn5Ore4Hk)yiiF-!{dDQ|;GZAbhIk)CnZ9Lm2+^ojDTAokQtbCK znE$wf;W*)fw_?#c-cl!f-`RQZBHek^%(5ot^;p9;7?@3ElbUzwW1>y%*z*C7L)6|a zl~EYi?TtEH@-NuX9j`PVkJ;dd<HA`9>s1vsf7u^pwC9}!zBSuzqBWGH(|RU=0+qIg z-r3F(UbRM}k#droMQiKNMGgjLG%a-@hBX-q;KR5d)ThDGnf?km<$N`E-XDmE<ULVv zA>;iXbquX^0I!h|j^dFzK64oOglUYeskMYAgb?Xf>~g%&5b%N!1ofmwdIHz|Q7*gW zcwn6w?rz{dAn8fOetioUI>L3Ye-*eZN%*%RKEPjKD?f4D-=Zmr1kT$Vss@`{EE^&e ziADU^369dq+N=S%c4ugG6wCb>!32RYw-^}0;<F?-&l;kM;h%2-REsG76QK?V!3Of2 zjwb`)?jZsq5{t{Ao%U#_4JizpwWclmT$gG6Pza<MKA`=B^Y2LU+z9`;?OYGt0u=!a z@KoVv-UB(@>rM9*y5Les%#}2quGR@a{2xQQKj1<F6%@xWp`Rkj=LU755WD>rqev)3 zuia5{5^7K!C1SS>B0kzjgbwEaaa4n3Q5$}HGaII28_t*oz<7fQJft3^(}9y1f84}f z>Y!%()fVe=(*LpF{$*9uKc7&!`1gkdP@%d2zY7a|)N1=HnEpRref?PfI0G;49r1s8 zOt%m~A@Ubk&UJ<5|I>@#&ip&j2MwBrg<}4=kp6Zx|NldI@X??l5t&#(L=Pxv&wMWR zjnd>D@H2?vpR3%czirs&`xA!z*VR?avsf(Q?6T87m1aW;2DLI}?DYftcDY)$`O*a% zC{7MrG7b>n7nvUvhCExhOG72KCyl{WusQ7c^P_B$+xdo~pzZ9WR<rrSNh=1sEdFO) z*3aFm_q7NNzXqFKa(LWgFo7DP8EkfWYpsro;i$ykTEX!fe5VZW96&6<Z#wCWR>*^& zaT2RH&5;$C0wL;vvNZ8<e#93)cJXjI9cfa~K#}K;zVt6jqfs7V2Q$gANt`Cuv5~EB z7aUoiTrv!WWBK!ho?cpiID~A#L*m9}c>!k=l0Q;e?LlEs7i^yILXXFM-!@{WGHPon zE6k@j`I_Q=mOv46wn{JQ2@408jm!_flN;-%2J0xsoASeKDoc!1G@1f+p$9c?JciFj zVP`P$O5j^$3cc8}<8Gm(ij{nu^zy;e9l;?eSU=nNms@(jSj_b1+q0D4GsoPfNuK`) z8a0J(@VB3^*HV7Ti_LF#4fdCcDnlHEWVsVY!*ciK6LQJRYgn5N+c$^I%2kFcN9)bq zBm?K0-M?g9i7Z}Lkcpr*An0}43cgMC_J`3i5+Osj0f{8PbovYHp9hpTSZ#ht=eF|W z$Fxd<cI2=dRaohKD?{6}+<z{7n!8`+m@Dgtc(geXwVX3$b9r>(==8n*rqTo!iD1qR z3R{;tX3HrA8SS6Sqa)Qa^%Y;XJzBnu>omSLbdNnNr!87@3*AGLU(#hS+Hn^xBcRly zpE&$K?7j1MWlj7w*m2Uat&VLw>9Awlwr$(CZQHilH%`a4=YD7Ao%fl4Vb-iw>;6#Z zoT|EYZq=>Ydw+JxpN*QWq|WE5SOp0g0g)@=`SnzKm0$9nPP@CrDz*V1uYlC=D*#WW zd<i$7*HiS{^JU2<o9kb2%}#5Gky!L7&#y&*4fdBzJc*Ypa3@Th%=X9h8-wf>3@ace zi=#?tVOjEk%CEN@MEh-wj-K=J=-}70gB49Y1r?zCGq}-A5{nZ3deciZC2J_?4oI-d z0p4o&u?yXldzEpda%mxF^gN|4QlLIM0z6$2vd!8%4gzArI%*kQ{O+c~D$h$IOW&-C z*N1|}H(=xBU+fLa9Xp)!Yy|jCh6JdwLro`ESgX3+;ggG;V+Wl*dmc$+WUJb84{u4~ z3Ch!3!z_NUP^UQG^0!`1I%4+Oyd$WX=Kk%tm~>6Peu+qWc)2w?d%BlX?z6>DAyC@W zaQasQpT({u*M$;}mtr8fe>bn-tBr_0ndXu)r%_yVS8V|(alo{roAbP|@O3-=J96&H zCsVf6wRLvBsL%<-sH=9XHJUghpI$s~{$%k@97y5-?A?5XxW(1oHN*bTHhSUN07~32 z>!zHOXBE<A>)LXQ7c3rElX!EBL2ltDmY&=RmdleBFt3fyYiZqXyPkAZO)#djrfaRm zUlH&+W`hRYl&kfBT5b}Rx$!etE_-6+blK0*3n1X7?2#ly{Sbcz?ClkD#%&&y%Q|IT z?ax@`TzV;ncClXVy8v=amrnUMJQYieSYv^5MUTYM?6I~}FzULF?A=bn6JxBUm2^Yh zVb?GsT_Eb4Z<onYG^)qJ$_QxjLVUac#L4Dzi|!4E6ya?&EyNG>(csFER&MQDMPhQ$ zk3?a{l}cyH0&NruQvP68WZ^4aM7eXne}uqVhh+s?D%T0yXtpSu3?Z}{Z`>`H9&t2( z?+R%)x$^aR+=oVDP)YlJG0m5J9*-*+nGY6I{SV{55?d;Rqflj+S>*_IoBY)c5oNwU zFSK0ohojT|HgU0%-D)!(XSL2s%?)USV1C|uc^3API1;shi0@mxKoY9-WUV2Y#^%q~ z)bkE6Z!!{zp7i$ckusS^Q#3g!kj(UOz1Qrv!yk!4_S5C{RD83+sI1W}hs&lh!4|kX zLlf}zHhGT{RQq(l*$r5HNugEvJC5kJr%a_ZzhE>LQxC+-m*fQ8fJCniiFtOOz!!&L z4irg3629B<_v<~Ta`A5}OF$z82#s5y)8@Ayn8i${i*w#q9=i<AXdwwYjpi`@`4!*$ zvI`WCg0_<mw@WcFfE>qyTrOwyAGOgb<d*7KI6;n78olJF=d-bw;G8WC94RE?YZUuk zKC$6&xN@sB)mw{~+7JS7{v6Fk<uOppP>Z-O()Lyw0(dlVo}QTvjmcW>xY#_Rz+rNP z+lt65x-}BN=TjJ`H#>DqIT;*@qOP`INUYSuU8_+XOXqsA`v4!L1-~edLZ>NwL%<`N zy;4KBcx%h4)B6hxMC$X2gM8JPuHGWvfpa6+3SZp49+4k^rB+#Lg>qik>|5cS!rH8W zA|ZQJhu1Sf4!5hs#&nlwZ9XJGoT1K`)pn57Bvq-+RpxB91@?2Z2{CJ(RsnwC^Xqwj z;D12QJotn7<2k*m)90n*E9!l8dTn#+#GR;Ki{vedK8r1gOhz9DK94u4gb{Tn68Y!Y z5h{hia%!1#LQMJO@jXh-<(tV^7Q<miR$q0QNAHjOof_wpb$AuI;&20vgG_&4a}B|x zAbjhsJPZZm+Utu~FXz`Y5d=TE+XK-8T^%XKXmjLfc6GPVm~B~}^{<D=^ENbcY0Akw z9+(yzgRB_M-hXH^1}tHrElmrHDio(rfU?P1cAHAh<r)!%6y3EP1~)}+hc|XW?|m|} zS-6~luUdGo1xMV^qx(YknY+dQK8^)sTfZR94d~Y1IS)?(xUGxT%EXAuED4s<jsoni z?_I9EzIdR41~s?q9R@I1KT!;!)|B=8VWSI;-kLHJduX*S<y>~DxdRHFzrH{wl@-!R zOM1`a`imu(I7)&ns+jSv=xRLrv1p7Tx}N3udNJRRy{Z!#x@%w723D!^upyeY)^${N zTLiZ)w+LtuMV$>a3y|zlKZn!KyL~hm9a7;62dfPVwINS;>o!n|9ZwikysXSfG2O~` z+p7KZbFOSo_m+o)RmH&O*P?~P3VF`x%G37eF{^uf4L+9qa2#$(CY!P7pHgsYEy27s zVv^RyfT6XO$AI^IP^-I{wXmXA-HxaD&Ie6{^lnybE~SlxgUzsZY9+lsh<ne4iKe#G z(U~zcl*k-riwgZ*W7eBGnKSKO&FK`ngw9%p(kr*~QV)xVVL)XM(Bh+@5F(MrJAO2w z-4pWR)d(M-&*6_r7W4a$ytSa^K5^{3eX9+ChrRMz8V&|?J<oQ55@sg154nlarD9PX zPUF*2PovN<EIMeR3Xp#8bp7P^0n`V0cI=U9)Re|3|C%|XQL~t6Jd&2BP+}r)T&YqP zV@xXCIju7oT8R=%Iv0RMG+BI!iv$XHVmt>vpWcbMoll^F!i%K+n<+2A8~oqWQ|g!^ zzk^Y^;vFc&0wDaYa7@U<*byxb_Kj8j7VtncPNeXN!>$_TD(Fwh=li?w;i6_Ug0=H% z2kKLDEL~j~H=D-{!Sn90!g47Jvo)-Oz6!{oCzC0WQ!7;#M?y)?yLM5?<`(~tasbG8 zR*1D!D%T7867W8h99a{>S~m+eg+LfXbeA;)9>I?EfBx;BzdBti<E7-1v1q?WYA&!I zp>{sGL4K>1q2U*QM5n6N?nzxNKJCo00pxrG<A^H043U$0K#<=mC0R20%m_@z<8v+7 zDhq0}Om~`16+1`hy`ofY&?@TG3-AEl9#NYv9}$B3#4KiW3PE+ydqYYr1c#(j*%EZ| z=U-L~=+{?-vl^G4@GCz`JX@$O4K}hn?pL@5x%|NoJs>P_@75UEpa=OJ4@PC)uEL&z z--p}oUM5gO+{$KkR8;lD2Le^>drBn|v>}S(UWDwg`%6FWQfMr9(||&i5S^k@y6E$j zjnB%TH($Wrps#T5dV`_TH-C?EImPENS0<+i^~lixQ!WM31^z4cfmHURXkJmQz~}Uu zlvL%AF-9h*+Z_6G2><?97Pk%LO07mtcOqGl1&gUdgyNC;XK2hBzhoXiK2V~S`ZYF3 zXtvn%Z7B+AG!kyE6+PT!R>hHB&=D0^NlP^G9SxXenBhn!w$Ua>PdJ?gm_0bzZQY|r z<T6Y4y1#;;?%^gg`l3xHa1~5$+1)@622#a$N1yIj)YI|MQ}2fcan$Wl{i-*Z;_B7S zlYe7%a3{8+G;!nfD0RvLARo9b{=>(l^lZLS=FGzsJxt@$T|FqhQgQKb9x8R+kM?;8 zpP<Ch2r(OUc^H;CW3#W3Dmvfp{tWz;F!4H)Lngx88)|Li*<Xxsce4j83Uu$-83U`6 zu>9fQXf`ci9G@OkJ%G<*!NIrNOx10u2uglWvzn{;53XMfcAF28fUoQ~j1BC)VD48| zW7xJ6=UYNL=7rF~`?;N!GKO^4_q(`?R2FwEePG@_!wQ3Au{|~1<>j^=+w&g8(QK~z z9-Q#klt0^<j+wD@BUrS)6>g%WlIfKIByHK;Hj{nh{$4Q_dUSx~aV`z?8XUC88Ct`# z3ybfjF6b%8RC|Tj^6OAwn_As=c>ws0f4fyu2cG!5xf5nD|3Ykg14)&W<H0KG8zJg2 zZksiG4Ty)X5M$eQ?=UY>a;G?>fBGy~*<;ommt`(;D2Op+FN6KuL6{HRIMLPQ^4j&N z&9VAKm{s;Q13g&lG9P4hDMvKO<RFgd-ykd^VduVYf*u(F>gmg-=g=|y+IhC9xH8VU zfZLq^^yvZ6<g0b$WxbG4p(t4GIkD?rzvlc8|C2QQKg3|cX3x(}ot}1i=`A}grCiVu zi=)bw;_#n!%TUAvQSdl=5^1)4XnP=g!Kq49cVw{W0|QL^f=_q<CS-u*zC0#NxCBu5 zvJzNb8iRXk9a&$iFXI>ty;tEjN03aVMZZc*$HF=;CVZV^LZeE3Ie!TAT@jBllSLhf z&)<CsQoa;K^zo(T=dunY1E^ISX<fccFjXq$btx1wn_Q~WXfBCC)#^0NhBMs!6#$#; z@N30XN)>8(U*Jh$gCRc`ul+tM!bbx;nkY$<1fg}?XS7<GFol4#j^gRv@m$p)-(^@w zd|uagVY4<+vR51^R9gTDp%RTUl~GZ*AiuC$t10t(zEZkauWcc`n(gbbb$g$0#piNN z_BDT}Yxypyk@_Mz(5;t%!Qt|Z&T(xL>AF7MTBTFLf$J9B&1aL#qo+#>l9!r_W7RZL z^Plo>&46sTf>^Kv`<8cIjl!H}n}xy<H6((Rakw=UjS>Fv(%qZb2g2kk8Q(Dk1(TQa zUtZLjg>a8AEgUsEEz{*w96Tm}(h8A>zFjjRo==Cu;-F#YxSLdU4jxeFg7r-eA0taX zm|GHl!o7&a5=^l$oU4oIZc;9J_u&L|I~|@dRc_TM;MmXPGN}M?b01K_@xX}F@21na zB?0&C^aZb?*(?sLm^r;}b9&`Md|4Us6m#hA+5!4NYI}kAF?w)tC0fI&QfPj*Cd+*u zUu$IO&>YB+bW#&)b$1I2w~%8Q?}g>1&ByYkm75+#OC5kGD%XjrirUHxKKoXoE%=kK zT{sk&9VbS@5y9^Z#u|-8j|bOAKHuN+wVbsJ(#Z#nO8fzu(U>3Rt)Nwis()gzB&W)Z zX|+Ki=!|*gg?`)O5(NZ*PGoW+={5z!;%15=*3=F%^=y?c39no=Nplu4BL@h+b2-|p zlthd$v3A533!kzsx9cLHL+nR^fJu0t8djvwUzyNxF3ep<#kWG}w!V>CEj@3bLo7x+ zYjndPVk8RX$E@P~K@x{!&xUEXKluYVW2ZZlZ50}2lBVjlvGuwN47S<u2(Sfs6tWi1 zP71qIvgb_A=HhdEYmN6`Td@!Mo36DnN3k6s687Zta-q=7u-@tQe1&sAsY~5_$+!Nt zEE)%`?y+90^yeP!w<1TRZ@uc2*ho%;`EG&1@oWY=7SmfJs+w<(&8**=UES<EM&Hz- zWgh-<QnzFMFU(D&Xs7kwFtZ;lW<Ny0{4r+M>sl}<TH^<8e6T*@eipMsOdO7)&Wx)6 z0|G&B$g{}83GvD@+=#=I;NrcXmHAGAmFwnfvTlQUKZA*~Py2T7w?_lc52Mi`>Ur)i zPe?(qSTC$7*?^8#>{02+vf}~G<1}~c?}wk@;J$ASJ=BjtIj0oK<1R?)zJ$d?{YVsi z-&&m>4GYY$Q74My{i;n6+z>eE(zB-EA`zobe>nnZ*56dR%mu_tKV{8jxay1m{RW)y z`qV*Qx-Q2Sn}@ogX)PqqbZ~z`wragNp#D=fhkNtQK=xVZTy>PVbkj<;u2PzYfVcS( zIU$8Ql_R`9VSPY$<nAbX-cU61#@8?K6?&ZU?I%ig1S3kI{Xq60?Uvj6MF{NSR9PT! zeA64fgezFy;)R2pg^)^StJ{RZ6IMv8OQld2NYgw7RstpB<@{B@Oa10kMGj7`KC&9i z0ix3Ga=F|_nAzE7g;otuHaopw)ZJuxPIT#|W6P~7)M}Ob;HSO)q(1^1iP~p(1Fsf} z#GSvteB$`zt?yQa`;0I7S+nDTTdfK@X{c%A^}b^jz2giP6V@|fQ6{5N`BEVwV~HkL z0HjLa7u5S7IJ9g@Kxa#iC>MNK#7}9|OxCwaqCtrd_#G#rp>{J??AGnNPI)-fQt6!9 zS{<2S<YP$zM8Z~!KU>XjqwU8+i+y_oXLY<v`)U=sD`IEUm-dg^1JOUhS;Rf-V_ivQ z5`(vIrJ=$Ze`nzV_PvHPoGrq<a+1YR{(;Zi3KQ@(CJX}oETILY3kZ2Vg9z$ZZ(-zY zL}~%<#_<N`Xa!uWjn}&>Em|eoo?tZEs6@Y;F!27R-K$JyG6hH_CAL(|Us(oZfJ-E^ zL`<0Cq?3oLg-Dq!HAehqKD!I5A^gWH3QNubO^~~wGG#^-FB7k5Zb*EpIL01c|I_}i zPBR2f3=SG${Kl6Y%l&ny<5@WcXqkedN|}>ddY9aw;d;?gjR5<vX#>`XD4@Pi%%*74 zWJ!UEUTq69>;BZI-8<+HyLsdkS{w2o^Je1tWDypP%o&z>eij%o81IqeIoel8GUDBP zl^knotSHF1yC0Cp-{@8sLiP9))30HtfgzMb+K@-toF-Y+c0)=xnn)Z*)_gwZ)-(=& zEy?;UNb!4C+qux*TjV;i+XN=}XcA}14bcCvOgr2+au461y914d?dfM+3_`)kCFT{4 z`Wu06p`<L}$puY8Rv0k6R7#lO&)$qV0VhHj7@C8;pn(DO!@ME^2juY9U_2K?Xi%rI zczu#Ycj;uzQDt*KoCq%7|M9Bd`$mibg*KQB8d5r556YRWEdA+sq5hn{JGDibj_hMv z&qco@tTDmqD8Ym0Xy33(Au{2{Vr{&*PMuXzDuy1PFk3%|(WqG?U-n8M6{AkIZ7?I6 zB@@@f3un`Qc{sLsU0rZV<^KJ1DH8QBBHah!{K-HQ5fn5r<}#`V^q2dNmwiBcjaC~? zjZPr=t%{=Dd%$qLcnCbLHRJoko66CcK=-=A984ofm+c48p-&3X>8u(AXa10n-XfJS z2!W36>h@LhS~{04!{c_@3OhUe8wvdBB?9&5cR2E|^^x;|crGM<vljE6{x^sqt0I-G zYaL5e7hQ3!Y(xn<_LTZbDt0EOD8IRL2Rk?0dV`TUYDR|55qB<bsM>M+<?*NIq!w-Q zF|*lqNUAsPH48?hVZOp^$zZK(wH#G1o&lyi^V{OQGTE*AmFM=^tVLFdRfFD*OsL6D z#8vJGrdoWNP!f+ViLCQQ9B2H0vukXBiD$IDleay0&bfDZ?3jboNJ=jal+L9FgByCh zT{2m$!Qdn_K8Ae!jna_?^?9l$7+H-?17xacKq6jBzHvn1zCZ0KVzAnhx)X=<334L0 zkhS7Ln@(D@``mYkhLA~u*(e-3?QBU(w}~?uEVtCH{sAo^DN%pmBhcYXNHN>#wa*Xc z@H&ZG%rn)*5?V*}eUtYYs21MKnsph**KjucQn0hjQXD4JZ$dM_!KCG>oyOO{Lkc(- z-Ov<)qU*D*qK`|D4uCV#|6%h>yVv6v?t1IX6`$7(n{}#?zEHUV3Tnh<@XY?nD;9?< zDM^F@?iD~{r*(pI-0PUy%8Iz1z54E9!>WtuJ6BD645|HKXpS0l-5Wadpl3Ts#Hzc< zNN#eO1^1tjG4%THdiVXXO-s30A=vSoi6u8^g5T5or!4*1Q1885h^yUt`wsbu2I~QX zs;D@FJ8zGs&l(!ZN*}+-q-f|!eq0Oa=l>d1=Y<%A`2~ggGoD^8k+$M85Cr=N*OKGq zrb|l}>qHnM{_!csp~ZeXlayAw$(Cy-r^Qb??dD+J8$*Ws<vTj^Kuwn5#sv(C!QU_| z?D=1NqTb16sWX8C!&JG0q43SAI$lrA8K3#+H_iVOj6k*?FMJ<e;eHN_$DRh9yOmvs zI5}S2g{$m<f$S-NsFX(Goc|3Y1Hg@<n0dLr#UQWo)4R<VD-Rxq@JQi|e>OoIypZ7g zrjXBQ-oYN_I^sj!5k|FCGumkkl@jJcLvj*%Ihn~kC-4fpdlg=h1W@%S-Dd(NXemZ7 zJ0eu#2w4~t%HSh=0lHPGbmP@@9Ai+2z9_5S!VfOBQ=wM;=H)Zb1+h-eHqW1KldFA7 zX|>(Zk8&x)Nxo+TWskXGbr=4L{ob|eThK|+(o{wuN->V7$vh3|3nYtfIhafqO+D%j zjIh5s|BSv!!Dgmk>KOQ)%$8N@YP&sdl1Lf7wFj@h6yo*$9A6UXQ&YX%tbgRKF`%O> zeH7XZd-$%Gc-(Z!@+q%{vI!8p$BPeykZ_{~M=r&c%k5QWpYN>QvTj9+!*sM5a4H## z8%cpg&IGjJ&Q<#MuX?_vcXDSe3Iinv*3wXqRCV3DSP9)qZJrpFN_0)Xj2IKv=UUs+ z8$(Ue*bA1%UY4gl<xCf^yVoygvf9Ak4+A}t?mqD%d~q8UEIwykPJGh4)gxNyX~?b6 z3N%J(K`~(7RDkoY6<>o#|BtTQ0Uw&1>R=z*X+vIgxmlWN5~4>d<AT4|1coWWw?&Fu zc6SSIbaxs>*#usSr7nW|&5RVt?T9nvvYz!>tPOMTi*<AU{@jSNok$mfmn$$Je|tp2 zY)avXI@Ko-vv$Yi2x#h1IxG1u@IeSjJKZj;y=R2CI*iJCOy$ei?3#=xiV-krHLVfI zeX0*Gf92r$YY*@%!ZsJ*Y$K6~!BuKEfX-xa$;g~v3E0b1C~UpLVq%XGmCgSuVgLpk zundA3LTRd+S2lzrwnh*Us<VQF7DBKmK{Kf5`y(iB>biaUuR+raf+Yl~{cPT$EtAbr zb<LdL9l~V15PyF>tw=NvMA*0bBo3fB-qFT<x(#ehEt#-?x?pDx4~W2UFY2H4jn|L^ zKMf$0HmN^hcBxFZ^bb9sSDF}sC2pW(Fb<DrXQ1d#r*SNnutajZT@;mzA_jIMMy~L# z=x-0@05$ZloTH5}73(uFYdix;I517dKmHlW+Q*)zP%gB(ozf~t5p^eZ?jYpj_7VFd z%3L>RAiya$gT++YV&)ki6sUR09|YUa^R+!W4yRWlJa@;x%DdbSVn@*n2Y4Hh2{enU zbB0#v&=Dnb_7T~5IFT#Bj>me*g`Km;w$^_Js|%3-;L(EamU5>iQZvOhGM7}K57z>M zck8B&nVHnRCJVYlkSnyEbn29t@ri*w4E`Tq?8ZTh^@CUKxLYb&k|Y<&1wI^EiTQkt zh|q-m&CFg{>s8sB0f-+4*RTW0uj><CDXnfN{*l(UW&+S*I_%-s0I#`~*Vhgo1$HRO zy1QQpp!aC!h{tHKJ@Z%Y4u$elqa7*i+>nT&_2~;4>sK!CcSw*6LAe{&kVOzK{afP< z-Q`oLw|}y#j|}$+z+uUmP8J1d8<%}^YdrAqy&QF01kOlOJM#^68lG5pc;0dh<FIGL zG<0u0=JzEtxNG#<?$b7<d*cb$e(>h)@^a%8d)~p#e|9|Y4pj>Qk@&u+Tc;_^^31*I z4C`PQv@KMzJ&O%BX>KU3URFpBo%;<LY+k1R5fqGcx?>3ID{xJ=^*}=*c=})K_(lO} zcZLo~&|nvWe8}Db@Hj{KS{#)Sc1i9n+}#xV0qBz>&3qSs8t%4f)frvBzeGgK|4nDr zl>!>tY4Ra#>s#w#!1)iN3BileaolXA8hpBJq^SM2dBq;D-U9g7Dz^j^EZhA9N7rce z*vjW1U*eVnN1IU>Zwgzklf|C${KPAbulO(aCSEz#j%^8HQNtQ41lI`q7Dd0#u&i0j z=CVtgM_MeE-O_YMjHK|uYG=G_qVYL&FNfGLX6rmQw^a;wZU=d3^{X|TVjDH$@VHPu zc?_Ey_j34*BCD!h9dfhP%!ioh;@AVnkEgP<=mc?rqJX17q-`?(QfKqERGq9(*~dQ1 z!EFu8@_T<P6c*AW>8RtsEihN3QYkg%rv8n_v(@~0m$iBI3nTZSxjceT4tBM=J*#0F zF<qTHBVKpf4k<ev4mWR%378%>o4!IG$nG;Z!s~;XWWL?w;7y?BI!?wi<<{CZ^z+jd z-dANZ=vp<0V^YrU)#Kw&!|7jQy5=#riz}Oyc^#J`n$1~bPY-s<tC${Z4Ns`BPB&b- z@n=0ywN!HmZ%0*5B3`Qn?~0Qnx)?W&YPtyORoM}0eO;QxrT1Q)Apn;wLQLuy+Fm56 z0Ui(>x0&#^%kJ{QJy6*xUtQ>SuW$56Htu!B9pgACpp8upwKS7{7A&R)(MpBluyQVi zv#vGn%1i-k!wu1o7<+W`fq8GsIe5`^om83uG@iws?oag$H2nq=Xzp$k|KV3veZMG% zG&)@mZHrWcK@cqs^Qao%l$;cNBpYF#)%$$dr#;T=&0Ne)`E@BTYT$cV&o+_|wL%Ui zWT7lucLrVKHf7ZG&Y7}tG2fwj+Ffv)_jD~vQ|y3wu*<lj4pGB&FObM2<+eGpLN#Sp ze>suh^?)Q|==QJP+km$Z<mPQhD8Jt=ml<H9l?N`dB*B2ohr+EeZnw+Yo1sCpcs)9R z-<34*2c%*<wHpY}pz;C}3SUfcNmQe<6cPqVPZ+8IhRCMC3{`J9p$k<jcA&uHaQ3Tq zKchle%oy^;Vz5;%K7>5A8Vo11YO4+8q+lR5<o2z<<qv)Bdiq{HMg2-5DpO}I?ZG=K z%V?p`QM1DzIcEe|uM^X2aH@4IZjKgXvX9t<t+a1&Orn992!X*dLk;GS=m_N7Ea%Zd zZZ!Vn4+R+n*)np6^MB`nJ`2N+Xtinmw=|ZU?U$qatU<^FbiDe`)>v8wm85+N`r$^q zxCDk?ga@BnL4?m?x@;d<G3@{SSzy?Jg#<=fl>vUPEz==z@oyI*h2$H*RNDKd!Vp@T z;tPj498>F`{8%Tw%kHOK*lDSUqi%xPMY&%EUly*xDCi+!ps43f%4Nk#?+N?K`I3q+ zNevaUsYfoqPpNd+?jr<f%~jt}Xk(2bDM`tr?+S7!e*Jqc^Q{22Rzaj=L#xYyX4~g) zuP<D_L`}cv9>?QQF9I-J_Y41Lbn#2Jvz7ewAKTngag1$q=-15EKEq6=u+xSzMzLTT z1HyGjR<etQ=wm8qys&t;PuP(^+`0YF>0kCo5P#E|t^S^bMDdkrG1rbUip5=S>wXK| z#3moMUkm9ScsBpODp6qu_$e{9+UtZrV?-tF`u^D>b30d$zJXwOhwevAjMh5?aHA=` zzv)E`QmqU&hD=$L>k@f=cBLs?+N-wBo>Om|*SS6Kje!0GW8CN;95BDQtI>U|UT(RT zI%pcYX^HkG+Sg=s*>;=fJ~F~4peAAr5&R}1n%p#oHJ+kA`ctY9g)8*JD45PZ#_kjj zp>k80575!L&xqS<5)UKpW<+f5N1`nq^aqO~nJK(w4AXcvxc=K_MdfPHns6h^41EWr z+oOAHlK`Bfv9Fs7$S=q6)nzu!cOKU#?12(b9~I#6hFa#d@*jR)W*|f+3!}GTR|u!T zBqoFmj)o2ng8W;EG+7M%cRwhT1PnTekUYQ8DS{Br>6LA4?E60fx2Eo{Hm@$XHn%RX z55lAE%#Rt|Io|te+Am^@9!s$>YHnw9RaeRNS<!r*gk!a!WuICx(0uSAC_GR#sOsAN z2z_U;TIl-2A~2{t9XE^2&do{d3CiY|R2KH;R;L){u)Vq0uE%2aVhA^!Y8e~!q%ex> zAB<ynw)LY!F+Xz%qtV)}psal5K6*XZi*%L~%?8Y7vtd-N&O4`RC@Cq`YovGYJl!$l zzkt%7L0FV4wqdoQUV}l(G;kf;qgZ`6na>}h_E#Svk6hYHG$`OCF()W&wD`R4<MsM% z8Z)U7?uBqRo2_fd)XKF4)vH#mI&D|&m0@hr6z`Kzoa!A(?kLOj(G-_<m;*sz%cmc& zumr)*_@s@G4W;G2669E?zr}bh)T}x~NzSei13hUlN$N01l05fyP&S@J${@tJ3h#6y zB={{;0(Z6AwA-p0havO0FmKHeO$7O5vpdf$90r3$yxF4h{&hE+LKOX-tm(hX)U5gS zvckR;m@@JwPrPHODof{30&hCEi{&MWAq}#MtiifLfj)WfQ`hOS<KLwjIE@>~mdiQ9 zWZcae6kl~2Nq3!hf6xk}OYi})u<}0l6q1e8oAluoW>PN4BzS52Gu}0FlDNB;+~x`n z;WO1HvP)bvI0OLRDNmeDX3X*7)wrOS!GS=!AJW79S8g|$av2-eqkVFDbC8i{!y~6A z-B4*+070xvVFs5SV6f7-g;t}kV@v$aJ}SJLsJDsOQF_r)%~svF`;z2B9Z`BU@CXCr z@y#-k*mq*CTJ3M42TRNLwaFz^l#kiIBwzN36YudX$_3Uop4Z|Rd3BlAGEC}mxrFh# z(F|&pX!$n@+12I>)56K_NxJy&*q(to4d2{lR1(k^%$z{S-$y<B78~(#F3d4a?o>*o zim<2RwY?HM84QI@-q|@KAK<q`n_c=Pu4=Z$VS0o>oRJMPb&CM(-+4>=bvYrWf>gpR z$`#_xcZgo;ZG{UhtQZkrMVJxqn2{XqK&->GgYteRYqeH0ycj{@uWd@y>ZgRB=f5pg zMgU%qSiA%EIDECe{+9Am3z;1U!e^b|>+W|5{#!9kl937)P-Bi`s|Q#Lp+>mf)*4Me zy<v@{c5(Sm!x}tKSzaVW9L6RQZ{$Mrj!I{=n!oL5aGr)}nN;}yp>ly<ZL&F5Fk`^H zr2g>DK=|sMSe_Fe3)ZhOpsfqlyV<NFmo>0O(<ZC$##XiP_amPSiik|^C*G~q0V^Yq z`}30{T?v7nF|N*WE)9IY|L}4Ol+g}_2;_gK8+4HO4T4^3h<mdC<Pw1pBIPq*fSpVy zf=l@SuhcI9Esy;a=c-Tjzw`XTy#@Uz>k;!={`~Jki9o)I1WncjHUmojUv+_iP!I9@ z&(cc%KSlb3e+2zVG59uzN)7y9)c`N{LxGpWz5n2DBK=RJZV*A0LqCh~)qnoCrvJa8 z|DWqo??Sk|J}gqNC%qdX7l0X;$*5`uyH(e_e*@`nd;9v2w)g7nE+n*5oS9dzwvVU2 zoYt2E-w(A_TTW9R*R}(!9i5l-PT#{9^w*Cp703PMmh{O*yE~1Rt8zHP7O^V<_u{F; zI-5g|es!civR!wEcN-xM#tx7BT<Z-7ZmAs-Ii|bbo8;vrWO`p|6;zH_vz_YXp|RTW z&v!(ZR)_uJgoo2asV$D&RA#cqVPysFfA=?gBpF@yb>)VV_i9p|aG1FC);k_zqu<R6 z^t!!NQiQ8047PX`T0DKt7P{=hD%oB7b-eOYOI0zEr|y5$@DrEJ>i(qs<l>VWW9k)8 z=*Byl-oR}%9a5;!Bu+D)O%^WWf1k?%0=!g`nWO>TJH3f%P7gYcC*cS$))7mf!*PUa zr7?EYeIKnVzz9eZo@F1!R%O-OFm^}HU5Q-hQKEp#cO`5kiQ8XtlINx-q_v&|zkdBu zC0HKFt4Uz^wa|^Sn&u(i3R>6pu0p{7)900w^v<=)QL(JljgxzO3PEF}QpD`KL9l#x zfF#ZMMs4co>GHjGf8T5Q?UDKJg9XC+`0wQ|?$>)aK#|Cfn@WSWiH@_^?Hy4kF%1_j z!Tna)+Fx$b#{g^qKMmaQH+JY_gHxV|BgsiEsY0aaEAs}aPG)hV!<OX0(0hksBGiMo zSR~r?Nn<{f0|?^8yPaAiA1zZt8N;3bh||d$O*2Y1nUYk6GJThJpM#oeH5cuD+J)NB zJG#?_icE&ce@(m`HasOYTM?*a@tAoG#Zv)@j!)GUhaub$KB~1R<5+Vfq&l0$ii~=m zU9^g%a>a38uC?^vm)uq823<cI4*L^8xSd{z@_2n@zPIXMgQH(76V9-_YLVnJ8f2Dk zLzpk7x=FnL2qMbH6Xhn;<giJjyxteXI?*>$7{2#dAMIc8nf6@8y<_>DJ)asr^8H-B z&O#AoJ~gwSm=s~QI5VAyr_UI>F3^(7_`3A_mfQoyzDVBNIlf#hT9^|^(#uVD%NA&D z5lEvFOWxC%94tlO8-_6+<Y0iMWsK+0r6JRc)1djb=A|zpuTE3YV~=K};T6pFuIGhU zt5Kv+Gr3`fPlI`x2w6Z~vl7Kxec9HrT9;Zm2^m~0nbT{uIH$7d84H`FR;cMKyXAv9 zmP{8vvpP2i+>_>3I8`P`l$`z{n=SyXE;;kUo29wK;pg8+%;vF7r19kJ=27g|#$MHW zC5k(TI2hYszTuy)fBHGTPTIUWykV3TktWo{b-7>F1_e+U;Ax1G#~R@*xMWkC{5pNJ zMUP90lhzsRN-MgHy(y-h9pvOOgV??5ggLk1L?zf7A8r_pi~WSpl09)$q0G|Z_pYm? zi!uz!TYMV;%6x|?hqlYb-Je4!PQ7TNYX<+`QUw72Q8}#nD`+;V{<viQvbF>q<xDnS z_OW=j6EKucEU`~9vrTU|{eh>_U`>J{--*_u_@=g+nUBj$%HB|%BCIS63j-JFkW5b0 zsdP6zUERC=^9VpZJ|Q4N%lvlDODdK`mGCry;qlummHz6D$Vpu8c;@Z!IM0>-crx** zJI+g#rwY(RtgxHH{mC=w{yys?<jKIRC8%pDuPnd4ito3Camf#`JiDo<hsSFDEkz^R z1Ux^-Wo_Gu*?IV<$LomU;^9bPtFupw)7^s$0AUpqaWav~$FV|%Ev|nC<V$&OdAv$b zkwmO61%I**OGJGlkzCnjiZ*9U?Wz4m;(Y8hi%g<pGXEfv-Uj9LS%?luPnYQ6oGi?} zTD3hXK^%`Vpe4My5Neqe<a<AUT5@^rN9uFZx>S-b=Gziykv&hgY%Nxd<ta93BW!r> z25PsvE5Uo1C4K>{PT$(8hbZ*ulXSf1&Kp1Ow%A`EpD&pYi#jJujvJ-38zs4^LK+gK zP#aZVn?7I8F}S?whsU_194pM%?kuP@PpEu8@9oqkWJfArX-bs2c^>$JW_M`dqfWiV zpnm!bv>$WW@KGtHOa;?8JZh)kz^38HTQs$uze9@Tayb<%T<R{FW-#r2SVX<o)=?ki zGo+r%b~<1W_6S%XN^#l0B=$a|kVP`AsElD3LDiE#<Fxnx(*qQK!cF9H^uS#_M%Q*# zxtDHVaqjgJ@>{m(|Au<@AwQbDRgG%gyhGRBcE{ZF=x}^&ou!sJBYn#`w4fMEo=elZ zCzwkmOX=4{g!OGShB+FFRe_jPj03p`^e)vrJGx&(yUnqS&G=??sATqP3wOa690WgW zR2XIqcYn)Zb)SE0HmmjB+t)c;swwyxk;`rUa=Ye_{|$2>*+foO(rdB|vy(n?#s~Bh zhkx{mr0H0>540n{k__j;sNFW|Q0Cr=`4(TL@wHb7P5>(k$l2t&h8}bFBINdzG>dT5 zgt*rBu3{EI-){}I+G7fQ#0=$t-u`w+z+GdYhE2{za=x$S|DJ_%YVP&7>uGu~tn@5J z#P7i4mLpYXuIRqSD^u9PA+cxBe!ph=v=(_b-|5Vb&gmA4tgw?|U@L^YHQO#F_`8W3 zo&e)~ymClO2|oLmNWWt!9#YKq8Na*yQ<}+|+3%LWD{+4aPpyMV5INNEuXBm{-)<MZ zG8h4I^|af44p71)BZ}Iy2?KfcNwm4b&|ntxBjck@67qD{WdX0R(B4xAX3CRXS8PU* z{J%t(!DmMycScx{9t?Uu>NLwRsH16s)CvD7Rs2=L5q!(=jq%LKv4;*6jH7MssME_5 znzjchHu0zBw~~`|0fGx`)GP~8tTlf8USYrB{AsKZ#K(q4SLq>7xTC#ym~YA}MAklO z?4+rYKW)X&`4Fr6j>q(&ZLZX!Tp6trgEj{gCC;|0SFlLk!?(awhxl#IiWLQ0$i#3< z%j1?BSHhgrp`HmXW~;urD$##<OG{CH%ek3Q*78@%nMl+w^|yvAS}T=GRFgaXT{|s6 z1?Q?vPMBK`=Ju|3r1IrzELrSb(04wYcESIbd6o_6d6w5gXEBv1Mfd$X*Z0*RQdR;6 z(VtgUX=Fe?$3<i7J_j*)P{ekdCWBJV9lb*RFVT7uaCoyYb=Po4`PQ||KPG?Ha!yPr zpWL<+Kk^0!`&?TXlFXClX+WpzAa6PcC>h$%4KNJ$TNkI8*5TE58-tm&V|c9IB@i=X zldElZeDanb_bK1jqAY9bMn)8wQ>)!pu!Y`uXo4+i|DGr7M6H9x{NZ;)AmDpfS*>=x z+ih748c94GqgbScB)5IK>b0@LGnizCo8!TYs-zNzy@Pi!*`NYA$6a}bF&v!EZV~}H z)D?THEm<A86`yGv8ZuoGdW&CGJa5QZ9)e7AfnOuG!xkpxaHw$)bb(!W=7M3YZ%*OE zs$DlQNhxUce3dg3kgm@C`X|^g2!aXj7vD%G^4HimuS;q5)9Y`oM0%KFi=nK~EItY4 zQad40L`q`h@h`R5<xTleBk0;R<s8iLrgzZVz<IU&q<%_B4q53+4p1Zf2Sn$|`B=%s z;WWFkx}|IH?swv^*{$UeEicdoTkKF2C-KK%gBg1=h~%ALrtw$nE@Fs(hU&0Zl}S#H zga#N_J0{MELml}vJ5+X$!uKL$Cx5+MrzX9L!b}AqS1~Zt(nh5c&T}}`Sb8|e3mjiB zY=sv17LpUR)^`eGi_AS_8Nfe~Q6}Yh&aSKq6)Q;avEr)q)}!RpZmHnk2>s4!u!Q8- z?|RN_^YYNV4?p#hCiOp@wB3PqQ$?sQ^iLt*)%v+wj#<5Tq7%gCUMh3nK6XJ1PZ^sY zzkG3&*cvC^Cx>|&$FmqFM-QGu{Gut09Y&-lU5@pAFNUo~T{W#7$(*bwJvn3!3eHej z`}w6<1fx~#+S2`o_tk&L<myh61%Wc@;BMldBH;VsuGuhJjDNsl{fE&RictTr71nBv zHvh0<G$sixL_HkbmDU)>5pWUpKuVkaBD4Y$iK^SYorz{VMfsD5XC-_Bv$Dx71xLjZ zHk4)vRW28HNoe3CC}TVj5r$hhfM}z!c$q&`KJg|&lmdoOLOqc9M9}EB#b@b(XEPMW z^(wyEsnt5iK7B5a><Q66An<+kFlLskTJym7Z}~sX<<(W!vF-xpUELZDvN&gJEg?)O ze0OP-5ihFl=LRY-X={dxR~Q?fZ`(9<I8uRV?+I6g>(GFnyoA745wsk7pW{<A!t0>4 zl_uN-w@%6BTl|37*0MSF>g6G*zWk)YHW>VFQA;%N90Zd3UL$9iz*ga`0fC)vl4%~0 z9n9|MUKNtObZO`|HkJ%LDGWHodh1LN*u4h(M}n<ZupQC_1wGc~qX7<&U}_~plZGd# zfRMgsoDI=3!^8EKI{@N$`8!L;KTtwFmc1ENv6K8=-@t}J-Y|1aX{^!W4Mc9$1|Q7q z75trm1`?ce$))yK$=s8A9F6)1|5ZN5Jff1b3qk#aosQ#%-u>%t8J+eP3Z%<a1Imzi za2Rc~kOD~P>e~39CXK+M_gxV6_EINGtZE3yHe?vS&4s25XLC^UJvWLfbt+vtv>(76 zNbFO^h7+j;iH?9lO>(jz(%@S9Lr^G8&_IO$rR}<36ks%5PgTu;MIE9~#e}EV?W|;} zJX<q2AO#m-CFc4F`UutG!&A)1=zJ{OTAqSN1fR!Hjc#ypAo7^4=>XbjB0lcov%8Pz zUH|S@S5sYHp(4Il-A_$etgT3-?l4Gg&%p>fg|m6ysR&N=aw51HMoqFlR*CrPShkXi z>6EwUUGQ;wsq2nR1-9Rn=rs8&%xjWz5IPJIJCrxZWPLa!Dhzq)c95}J0H#_o-QMW4 z%_Hlb+4D|2T^8YQ*6w0(_pamo!DoMZx&<0UyPOcCHoOViH3Hn4-3~VMofE*2&vmu+ zYQN*4*-9_`UDlV4XS+KnA4w>d%8ghpPyrd5HV`$rYL3Z7XT&GmY(WogFTQbX;To-5 z&H6jPLj&B#0L>tq9=%hlU$x{=^dZMK(ZyT*_u+<E*n$LcNxp~%Po)@fjUwLzuD=uG zli;KlcSbl=z!8C?Ft#p{+cI>f#qnRR#WSaW1pPwpw9fhzev8y?tbbVm0=Wz{s{|M& zPUm~xews`$w&d;{`KST^#@^9Lf@+kZP{k0#%c8T1ZeEmi+3rB6I*{8X`!|8kE|B=- z-dWMVqVLt=r>Fz^w={LH!jSCikVO;FLT~e}L(Pyk-57r_4A3e{B!!ATiolY!3x+*R z8hWd0>BJ~TGTxwzF)S(|;Psm0sydYV3n=l`Jstg)!&lWQ4k{_io&ae<g9TTW|8PR< z{;_Z#JmP%+w6qz9&Va9u(e~x0NrR1^J6oG#d>%E=l#|ZOUW>EmBO&8~K)pjHp<80F z2_e#gbmPF`M3CyNF1y=@n=4o_JT^~#nlc4mJy-uDM=6!F-BN$KpW0o+02-T~U1OP_ z)FLr>m1y4r`{EZDm;YeQ3I`s<P(d1f7@S+C)#x1J7#6-i7MU2~%K)J>indHXY@K^9 zFXl;mp^W}sm=^Mvkb{u#D1f}1*V_l4P}e&d786=y5Ay4xk0uRztfZfy!$R5Z_OAms zdL?O0ZaXm?N_#{HiZdFMfWhpJSMw3tsuC7{d|p)oqMC*1vBxwa)~894eUn7?`WH)z z>MOqp0ffNfR(SW43;5&MEk1IB8SXV%)$V&JGD}rDI;{O{_sR`0q^3IOAJ)(nlG#r4 zk`xo`eryPg8NiS&=1U~i+zs`wxDmO{JV_8?MF-ldqvpYjA>odqkxtm2{ysz2BjqUO zPR*i|JFf{^N~6}!mIQ^z$r<-L$N7v=@iKM2p%$6EyVlgS5Au7PG%IodA!R6f0g{o9 zf%t$psv#O19Gzj~7&}{WoPpGf^=fsdR#-qDIe4%7bt_ffbB*6_5_;~k8fvX6<@b!} z6r!cLN3aW9#SG_FUoE+GveMK5*H1JON_)y{WVQ{<$2a#)Dd-Y>5rOj+T42b3I;>)s zXSi0V5e}12bfb_*m_Q3l02{%omb$<+c$<<X3Ya@Cld3!%W+&<kh6u9QmSH)j1LFiZ zp;=Xb*sQ|5LV$1}CObLfE>;of%L~>3BMo>eqqMXGd2Z@}hW0tvA?(Osg<UOc+KAXS z!-EEjIf$!<IR5Gqij02l4rRKeU>N<Iy4)`jrM}TX1T1b2EQtR57&pwn=!}_njb|r@ zj<g@EOdIUFyhUfhHHj3!*DO_+ni6R8bLh?;qk6x6GwKoNsR3ouDkkbYmRFmU(Grr- zOFbjTWRXdhh(P=>=c>}T*SEC*ZwS#t{kzj3(%j`8)@dOK)!ohadnD?OuUoihD~&RZ zjyH-?QJo^vD_*%7oU2$&ixD*ZcoO<4%<nC^`Rpd^X>a89#Mt-_-VRoc2YS*9okh`f z_Lav@N!IofhIf_vV$SPvyqW|?PXUfa9YXd)-rOEcL+^?$g&9%}94<vLvwWiiiBjps zUq2k5&;;**@GnKa@xV{4+<Z3#KMnOF1N_mb(Ul9!d;2TpuPJgu>pg0a9pZb3K`D$E z{YzDm%u!2CEqKX68^ew})Ddy?$9v3)2W3YcUCuWxh}9T|KCPNhEd|qMSVN2l4uie- zp97UBSBDQ7xSc)uSOe$~Kc5JWL@p`Y>2`6=!2818ggUZG<uLZsQW%^83I_)<_U!`t z=%ZoN+}0+Gj9PM&`qhhRb)CI_i!_+H(^9RS8~upzIW1*))nMe;>+O$+9sPVkvJ|u$ zE>=frb5Q(sK6ba#{bnnA5E#M-0-CxVRzi$tU=@`gD|$A{+I<X+uaGVdXjWyjN$yvi z8IqdmA_hKC2B6D*KsTmzX7&3}QG!T@WKUkV8&MnOx_X32s|Lwmcd~9Oc6tI^_V-ce zSC>D2FrrBQ7E<nVyAHtljI^>clinZUxYR#^E~#qNn&a_`lToAT+~p67A|fx2dGBoS zHOqBl(KM6c;C}YY=#Z&fHvHF=-c4W*CRtw$rz10jD&`;}Fge;XP;An!5C1v-GnyGI zWB8p=U=~6L@}8pJF<9jzr>&*>ub(uL80`>URw~8|-yV6Olb1zHqsZBEgh|xfc>g4{ z$*43tqo`G}H~lSY{S9nrT$aj4g(_89F8o%-ns$XEf0^oqYUrCVo06)wTi^tAIvj)v ztcZ0jxUY$OfWAfRmk6fSIl1o$BqCk1*1<s}8Sr3ZAug7_PRPDr55@+PtWqUa-iB`< zyZkQ2L7IQiR||urGOEk9xfl;S9RbLEAjr1J@|w5xM&X1%DNL6zRhrBc+~6?xxcO(V zz$2fLAFG1ug_Ef=M75@7?30YNrGtYUBU(qt2wt-yVi+pO9P@*XQrW9-%rSeU!aNOD zmHq%iC~}iQ1i*u0F)=*F%XZmH9yq0zM#&x+$;pkBYtsL~FF{Ua`o*5fB8wsBqTL>L z_zO^c+;Z6RmH15WB}FViQ__#x3=_HwO$^VohU&)=^i}S_v|sN|8i?iAqrjVf)hXJ< z$nJkaA-aSuG<;yW42=II_ucQ=m*jQJ-t~$_U?V3iY_icFx!E3evKnTxqda?A5#&99 zPeFkb0ZX+HQvcMD@z%3xFbrc^`?0*`P*HO;d2-4FP{9EXc7qY9uw1a?KP^%nDab?x zw8}+hFQw|oJ?+$eT-O(Tt<nIn^x%kVEI6!mOn+qdr3GdOpB5j{4$-qC@jl&(H18ow z(r99JLlwSAMJ{KJKXO<D?IFl`v=gB!(KqKVjIIL^sGZ<qFigT0IZMb1o<<q6)r*1X z<n_}8lTc(E+-4&?9^%Ela*FF%4RBy5@xCq(q|kp^vDinVa8`9bI;Y3@EW;e~{877Z z=e%1>dj=yPk@s5tp+4pyydD-c)wxUJ8hzD$@|T6hWw#nVkF+%vMnsJqTrrR^PU;|6 zmLdt0_2E*4v4cfD(>1Txp;NtBR4;KXpIVW<^NG|oC-cB3{}HkA;L_8aY!vGHRh3-W zR!j)1HyD|p(3<Of4?H$6!j@p?puR{RkUWMoK7>$&!wy)20>u&F?G{a~u--&7irl4` zarQT6-kP5%=+%!e=0lSq88;_rLh`FZKDjE9j)r^}uzrrom^K!xfovW)Q9ZHcU+#*K zlxy<-yOtnU(^S$|usuH0KEV-A!~#pWYIP%Uq9nbF%$qH=X1M!K)3_$}IZnPjnTDh5 ztLPL~AktXpTupISSGiHo%bk@c$_5&=)7fKAk%%At+jE)5-kofZL4Ux>X-`)amdk&n z8Vql)s+SBvf7lgR^T|swo&~&vO{r&?Z3hRfz)$ki*0CIalu@{MMjgkZUQL0VeTKgi z*s8g!-fj<Hc%65i#d-`8;{D{}?r^`#pDy}H2ZwH>_d~9>)+dkFXgl%8Wtz*o<aD+T zc=UF^c3xTyw|lagGd3?w@M)FFh(20i(s}0{>ir?@ei%nsApEL7GSc;wt0@FSf;`$^ zxWvp*G9P`wS#SSDFx0u>4s`(dnP(vVW2Qn?>jbxxy|*H$uGRh8FeLY7@(B9*hwlaC z99Ay~qjP^c<ZW_-Mi(|DdQ-F|-{Xg&1y}pUjQl+&(Lde#tE{Ja5TwzIVA}$9zwg(m zJH^jmo9HNC&z!B1efO=YDerMG!wRZMUVR~BYlSw5zWr${nQ7_h*1EqEX5f51>Q~iM zcE?N6b$RuL?O2N5;&+2EwZJhzt8o%kUp2$bs02R^V(x}<E~4T8ssj(EK6WMNNuBS? z4_z3Vf-<Pp>BBdGEut{#AHyajcJuX=fHlN#uvfia_nieefza?=;d&Q?0qQoF(FL{- zI1`pOXVnqe3mRn&hGBuDT8?ud-hah%S{uSD*K~);E;}p*{=E1-sVbGKPQcdZ(|Tw; zs5MrqY-Ga=?pmh0AWEU9+}EwB3cy$gO&_hHj6D-cIeX_g20e$W8Yl$yxAFl8*4B7O zRQ(EJ2g>>P45>tWkU@{b`C>k$6VZ+9=#wPhF{;UnWXOzX(hr#U|1*J;2N08}o-7zp zZoEO+FUJ*Yw+C|}IV_W|#VaiLS7ZN?F-d>^UpE6EX(#>>#qtl=z~+g^a^KmTje#;K zQ*G%8FuAAM2q2xB^8FvKl#mrPN)VLv|4F;JpiJxmvm7f%wf{R4cy%`u$c(O8yNCRT z7$r(Y&1c4&!cAWx`42N{F9R&rioIL-Kcyl~!N_CB9>GtaCH%L6<Un4Q4Of@=KTn4r z0m;^}J4n;V|I)hJz=|$1;p_gdj`+VmhaG_otdR#;ljnaMS_`bmbtY8pzfT)-1-vwL z`&JYD-yIn*$cp5CS#!D&Po3l}s{gNeO-E<{l@cZ2gfsF7cFuplp*^rTguksu6aQt2 z3nhqT>k}zU2TuN5GbvI$xH&e$xT#UWe{b#<0(J)n<^R#%SARv-g>63~-5?<)APqxG zcS)BZ-Qq}hw{%Jl-BQxsjY^GxQbS6MFtoJ9dwAD+be@0UUEdEMKh0vznRD-b_SyTo z?tAa+;=w_v69>JemjnyaWW5VxL}>aUDo~OBo<GEk7&}tZKPjtk?f6MD5yI-F06NJx z<mn`0K^t8G=#Pi>b9z<?cY5G>UpmK$RtZ74oQCGURsTOwgf97ivqvR+***fNG$EW3 z@sNhCF_hO2Yri56xo$dqiS`DEb2WMWX1_3F{tO;)Qv0|#9rfuR!_m5Y75cL`V@cfW z1In4aWkpMd_PfVXBYk05q~M!y9L+jul;H&0uF0Y|cii$mCp++yOrg2eoU@7bkJUdC z3=s#B#8Z4e)v1tZQJ)Kqh@H8chh2c&M+r#3-6-G|Tuv$E^D-dwBm}Lj6?dZB*l;+H zGjGbfxfw2**jf*$wQL_t;gJbk`KDQ?F`F2P@6LQqy($`(7(S&CD6$2THm<~MkcK_i z2*k(HgD%^_6T34IL#qDWetAsi7hbzZ>byIAc!$q+6Hp^b;+8>O;M*1TIZ;>}z=8J> zP*Q?`Vt5@^77rNHda5>PNyv2t)Y<l?IX9HsoT}yW*QR!~m&wBRXXVrpz@U4x3-@4l zOy5&<7;0!<dFhgecypnkTJq9gP9|blVa?lYs&1KvEe^?Wn4?0Qk~Vnv0%PKMv^l9p zgZt8LcI)a2Fy|<?%nQ(L_5-tM6oq!q@8alpzRsu;wT0ajt~)Fr<?Ss3<}1kiWay^# zb|_R5%*;a`R3g7fK}ouq{Aqw5$_^Lx*)DsF!}5%|_@&zixBat%?}H>@5&x@L@wlIP z0AWzNdl2IGWT?Vs)N-SgMQbmq&GR7FPt>Zmny$amYFe%%m1Y^xJ=(5iHf-4!E7mJ3 zb<fBv`yITmGRyGkA;O~!LMJ$k;)x|3z-YP__aOoS&J78G1PYYY^j*SI$GMfVV_Q9V zqb~&QSPst5V|zxeS*iEJ`pV{!kl#gZ=VV>-bwfZ%H8aHMQx{eFQ2)fWO#=xM!(}mG z(Y`ndcE1)_Xoitk${N(!G<Cw-DgeE!mze^-s)n9->Ay-l%OMsDZKZktYq;TWXX>!1 z034etiKn|NH9R)~v_7#}wCh6~eG0=^Woog>MP+ZVe1q7_s;SQ)rX^}=AblQXcq%(U z3ZIq79l(8-(6!e@I$`>^=UbxIm6a<wBJM=3S&ad3dm+D#NOr1y#MMGJRx-9#QIG^9 zb%jN%bbC@K&!ANqWGHHy#Hd<cV;(%uQB3K1mtW!L*U}{p+q_ZJ?DC-6{?<`bsb4q6 zZB2G|ndSnYVb2h;Y$jsY)H5AK7O51h(`4yuvYAQ1O9_q^CE-kGvYsrNHqX!RfAxEL zEJyR;vfbwuHRJ~@i_d-g86~4D6O+r<2*X2({Ze9cqy4EPV;0l4OpsBd-cHY9C#9g5 z0tv{79?*SHR(v$DO(d=vFoQ$Rm+1fd9B$F7)>~Ypw5fEw&GhiJO*g9(lpL7*RJX>6 zc(_Xa2=CvO4Om?zkug3+@?2}Mcs^c>=v^{fFB$cr*7?e7Ju#HRrhDQXa&>AK&85~G zhBVQvYTNahx^nmH;peO4h00}=eU!L*n`v_Yo&6k<dN5R{E05Dryz6sOYdv^mD5XNT z31x=4zf~|lP~!5Uu-n`($^8@aH8-1Lwy3+3p-+uTSBX~0DQUfN3dXTVN6QIG;EKhK zM+g5zmnF47t^>nQ=HB_6>BvMRH54qOg!rqI`p>Jlh@pSF4?Xsk{*7Njf^<O$k6j88 zi>4kP_&m4EKu8V3oVetzXGp8}uKz{;Pid1E)r4{Nfp-t?b$rEh1k|4lLQQl-6Z;mu z0~Pb)QLSv7_+(n&O2%qta~Iyw_kXdu6sl0k6*Lic-)98OU0`=+a|1=PdYLSUb7~?T zKHUfxC`Y8lKH3Sx^~V?5+8_P(vAnU_LasUoZ=jjlaZkkFsKMEZc8FM#pt~89dt>V~ zifi;Pz{ywtClWIROD;!i3|*oWenAob<&57_m}$#2izghO$n|mRG)8g^R2z4EF3)#d z=w7P!3d16X6vy1At`DjYx$u=aEaE)^e;RUZ%0j!&{ZCi~Oe+l-Zn;EFZh#TQEMT-^ z-&ZI6@Y;T|SQ+l7xiD$7w$$dj#o&<Ldi-)A_R7?S?-Iv3j!L3ry{}yOyyh~vF}7Et zZR{5g@{EPTVypAX*>MWghay8l<Q7YR^}T(Tz~*PvQwG3o2G|J`zNleKKp{m{@bjEn zaF(A8cb|$*F2FL_N+2ntXEgO88tx9S*^9hqzTw>tMv8VpZ88X0Z-qMuppCvp<PmQ* zXnH94<k|yfWmI`Zm@}SPCT;hOP1!!eBNP2f>o&CNYx92Tn3%2jMKWw7r)5Fucw_kW zN&3-z@mh;%;5R@^?11s11ld#7tQLqsW)H`pdbUQ-tMibempYq%1#r|f7GtG|=eNKd zmNf9r1X84!Bse-bJ-qfgdRuvYD#@88i7Cx@gjLMw^4b7Jd~!MPnY6Im&eL&mT~oG! z+E9yA486~^QG`sX0n~UzddU*|F!_4RaYl&<j&U78WZ%|hkqH5wMg9|Hr5ip<XtSEi zauUHy8K^<0x--S&JK)y!<Dg|ZenzqP>0-rT#IcXoR`mn$2qd+xuqT;TMgpdsPD^OS z)O~ryCgzPhsJ8}U{#l}ueNt!=@_37jb}z!Y&`#p)0Ru6KUM1I2qNZ%c%W`I?1$1@F zKxX9Rn{d|i$lHhFb(;@SsGzO-n{DmxuRkY+?WA3%4!8Z<Dz-@(F*vfHd7pxd%HTH= z|ERd)>Urn)n=81hM(j~VfL>zoe~`EklJiu(abIE#c|+X_9P1njj)~9wVCL|1yg{%0 zY^!#9k~z*Au;f_7&|Sxzv3g7{9#c@848qfYqQ*GLR`t)gy}ej$bM@K89`vg<IfO0y zF#(7oiIJ19`T58Ax02Q-yn(qJ(BEG5)H`l~#2}!zlEV)2M8vdD<!Q_y=9bf0T-Nn2 zg^w$kX7^@~YeviAph}6n3Rr%fiPmFVoGoaY`c3|jPgl3g?e*pBRns$_*MZe&P`STj zEl7?gKV`LLzKaeJI)kJ-^1>t(2&@iOz0LQiL{FZbek6x)1Ye<a+0E4}HI-`@nI7bF zu+K1ZwEX9VXTtwF;<QmQnvVEi`g|RHI%I^E^8ulkCIFiQG!1i45m9^oe@RzDZ?f{+ z)K#XIJ$=`|S9`79U%KY_0O>Dc4`NCKp#A^F7eB>2AOYwirGb=VxQRlbP=u{S{ck4% zttNPi&!ndq`bw6Di)ht9B3`-q3mLu4{1idtaQ=Tf1^)*5y*8P+-*sb=LM|lQ>7<3u z^>2$F5Jn;gS)G!F+aj~~Ct4B9{fF2QAbl&x9#p_d$3U3z|G|*GCpZeh7QBCZizcX- z3E)SE3kiJx`Eh!HA0;9WS|NrMr2clqX{CkM_78&vKHw_?REQ2E?i=E$L&^hg)axiS zgRtLMfhGxHQu2h9g^0WqSv=^iPWX}XL<BB%3gD$M;H7-s;aw3+F7V=ssNc_&&cIw@ z8Ggs5C&i6pIXyHIsyEtdIpT$rbGOSJ{<~E?a%E1jDt|jTK!K*4I(4}4>ANQqinj)} zdinS=fGHR!_4zi3dK$~-i|Y@l<Pt|rRiUsC2Kv#&?3B|R8!-Jqg_P*cV!Q36L^U{| zVa{VQLphuz)bM&VNk5gt6fjb*f#{mr&>tl;M!B`eD*U})U5ccnL3rtCHv6w1oJrY2 z^~yaa)I$sQ2E#Jo0ze1P(q-@J^s#ltZC8i#R-B{nbAq@;q-T#1`=1N>`a2Ic)G=Go zc^9+WXHSBV(?pc)auZ)MohGQ;V|@U}-uT9IQm0I-Biz`_(s~xf34q%HW0Z3cp4?H@ zFSTho#l-v&tC$vxuBug0)j{&X_5;Q1bZiTDiu1qhn5G2%qL|0;_nH0W$uENA<!Z6x zmA;3HIe^-u)v{c<cJ+t0l~%LcYyRhtnXpJ%^J{VdoZ)z6Ih`5!dN-7MbEnC6{@r`o zx~CH@@&bxGLC}A$6CwhHG=X)mplWP;qB!MTq>~-6QJC3|zcjB0={IY>QNMdZ-SNA@ z@*sdrV%t*4>mm{tQy^S?sbijH3XfV0@*ppO!?1ZT0nlYt?Cxv>|ICl4*Pkd79s_(4 zH=&8k(2~)Gjqf+VlSI9FtS|b19S^{3+M(Y){QK65dEoJF^PlOoM<AMAHVoT`9u)pJ z?K>Kc)_2{VdUxJ)U7mUQUzp{C{Jg;$cP2?Z&oQa?zjyf_Z^FtcM+V8j(xofYX%xdB z>K^eGW=>c9bSfDG3=)%&N8T079=)F^G-Ogt6m6>#T|{`XObHK_1)`qZpbpRM-C5r) zlji#B?6Yp#rfaIKKEfh9Qw-dm-=^wvyuI$Qj``01lBVaoG{JAX3ju=+-?CLK%_1kM zs@G?CuhXN}T(Ht&&f8BXE~SDvw8}#PA1qZ=*5{{R=3IrpZ$fo9&T>RJCTmUJzFMld zV?rvf)k~DtqzN<;az2K*UFD}4b-PTHxP2U8uXjB+Dbu^PuJU>!=%sh%cU`vU(-R~E zUb=dh#BQilX3!RlEP+YV8hhR46veLMC1QIwN3$GvD^>lW{bkupDMAJ%X4g9t=H>XD z{6aCWLk-w=%kmx5V0_-xCU9^rYFETbBj9Ea&v3#Y4Lh+3ewPAhj3_j*rVwSpd9Jg* z2|Iip%@SS&4j;Sc6kLDA6ZWjmuD6ErZ_oUqTVibf)QSLC#OYT&Q_ZnQWwu9i*dlWA z(fB#}Dmk?RbBaNoV>dwsl~S~!r_GvSF63Ls+O{ViEAnEWnTOJi!ih;2hZ%~0>VR~0 zSan$)8|3Kxncr#1W$`+!aA0)6m*Xy_3|rAo_GpP;wkLqubfLO*@+@q7c@wu)I#-lN z5{&O|<XAFTPLC?sziU>2L-mrJpBm19G}~W0TYuXn_P<#xhE9|l%Yz@7GX3OjO(s~5 zOQer_1dU(snViwD-Tzt~@dnoHj%9fAiS^5CVpMZl98-T8of^X$C<Y3Z&bpuXub~!G zoM~8{!SgK7?`g{AqH^72d}^>uXu-o`t5xYMUeLPhk6U&&ZEsuc8k=Aj<-b#iINgfp z2-o%NWM<n9z^woUbK2G2hAl19Z{k<Td5&~2(oDylSrmmpwcnMqsbM<hoXoX%gx^t9 zqt(1DYefoqX7|Lb2URt?Q(>)AcB^xd^57Z3*nPH7%`Lm^$U#{!2w}jwTmr5SV98@k zv>?972)qZDA_Hp0nCiBhq$6TRBESv;+a}wWScUjM#?uB%(CJj1!6_zp2aIAY_?Y!| z;dz4Y24)#@Z8RFuOT((*x-bS2KpYt<Y(~MO*o<1jS<_>0jtQ{BoG4XJ1HI7-bw=6@ zE~cut*mCHyznzEr#7G>a5H1(Jc({l9N^Kt(2anMVC&>MAy;fU~2H6br#h-LU?;!HE z8X0Q5y2L(Rhy(=(RvHL)R|~Wv@1WUt5*G#tgrrnRIqtPwDc*hexNSMjt0`npXVa~j ztbX8x_jV1|Wy@5xX#c%km4w~cA?*onKK4g-5*<T5E_1O{+1mCn3%xJDLy#zm+_W%B zhDaI71~FW$wMv_@k{R7u{q3UPikcaRQ8#I8n0VG7^wLrxb5Ky@VAlOKSU2l>Q;1#a z%p6holI|LSg6@sj+mnWcP%W}&vs53`9<PCF3P<p=5a8dfWG`omxk`A}*}5Q~_g+z@ zL5JFHc8lcgwQW$5&WL$~uF1qA7w>YLFSR}2-dR8d7aU9G+wR<+f7Rj|8V?D`p!_Dm z_k@ZDu+2;KaBPM&S1miuqdG<D)%jHE;F_zBWr?IMc6uwfpLp4Md&CNQ&b%DdYS!j5 z+dli`L&5j}it%Z1ek7e2R_@KlV$vA7mZ)ja;;XK%)`0BZ9)sbF&%70vgPE<K!&<!f zG6&03^MhGHSLIT*m@k84u2J(!`mPmm<#D3MC4Hd4^)tA2S024$<nQO{SfWyYM=!TZ z?*Zdib7`_`D{e@<Hl{)MZDuU_W!ONyvMR^333#ED&vWF91!0cjaISRFnMAQ9lS;bA z?;BjQS#_oIY3y3ehsSU0v0<2lfswXEB6?AE!6-&p&3m&^${e4$sVFI+jvP%-cov1e zAWPCCNo=Lsiwso?xf+*Pchy>Karn=!T((c-n;4J&0P35P{-OkW4y(!7E%7HKE#!k2 zo^;F#HPNdh)C=5unheo!AJr@C@+xtskc;KcOAjf4aaN1qI}=+b>mI*W1k_;Szwy|i z#i0EGJ@@Zs>MAf53~#VZHm%K+U)o-!O~v+GF%J44oqF<9&j8BaP{Ag@%*1OOvf6pR zin2WZ@3eYy*h)t+oT5yCIO`M}pIJtIqxJ3*fr?SX=aENx(2I)1Wn~LK;CyD?y3aI< ztJwPm0Ym=DfKjn4T!<Xbj$-W<-i*V=p^jI3to$%BC*d)hr^aD2gEHee^&+f?f9u7@ zSIME@=Xax%Y~ZOfW36BZ)ZtyBUyZ)<7ENp6h2sqkjeXS(JM_JI6dbG?7pqT#aYIfm z>j3TY5@UK{k3AL~3Q^ACWCqeo%^>hTD(UVz$U66LT_NZ((@Nk-tqV(UO^3PIlA?tA zq@>xmPtk;LJ|lyq-XM<@XmicsjvOvHHbJm#>KEQLk#I2DNpW#I)E>)wFyTOYj!1|d z3teh1)T)q!t_^wppO=iKGbsJWigIY)C)9$iPJETQWR2I7SdGmy4yRXwC|sTVWSyJl zvF3MHnAA&k77k(ko#n`zoL4fI5G8T*zEIS#BHU!{%cqv`K_Ordf3xo|oIdg~s7`fV z@q@dS_^FzUf@G&VlgO00B8!Q46^tYXn{Af1+r+}PuLeIWr!~S+c0!7`V$Fow9df>F zU#g^RKMRDFt_pvv19n1O4O=IRBk+_J93*Fm_ILx?tHdFDc=bcgcB`TGp2W!Nh(q(L zPqhKBQIesx*#_;6){RhE*@-^cCM;4;YX)-6IsxPg;ojvrVHWnM+wa@PSZxJCjT(}4 zY==_e2i2ESc<Pf<mp!@?)j>^3-=w%F99Qu7l5h47&67CQ9b63@SEHTPo9I%z3;$-* z-bxT0+Ja~EB<n!&7>zG&DL$f+1AI**buXvm96jLmL#jByeNq&6NbE1BJak105C|F@ z_pbAb?zQ48sLQ_6-+5+}!QZOX>tp)7YF*U)MB(@^t_gbkR1)eW$w!KXuq@H9s3J9D z`zA9^K1Cqr=*;(pkMcG>y}!4kdEiJ06h2flRbmh_yEOU0nL*qSKVF&t#h`DII~DIM zG}b)q2$$dA9xRxj854$h67i5R$Vxk0t5|`Nl*9D&jdupgf2fStJIO}Yj~P5g$;p-+ z8nkByuH3W;zX^mCIYYf9Ddo7-&1T7Ilw>R5;M1`9p9tR~zgMA|Pg!M7OZd-E10^eh zNF9MFE7oVph!N2|sJSoj5XY*7BDNF%zQFTI$0FlD?UV-EsmsMffDluV<b5Ry-|!t6 zk<%Vx0!+)KZ%Fn({3#LOPm*?gses7Y9}3mWhWtu}3}6WDAcJNle!KbdfXMY`UCeRW zPIWVQobmBT^~oH@&R3%nJoYn`{`Roko8wCXi;de5G_{XDzc$v0D>kuGU?Y6+t_%?3 zQ;nit!VV4z0slNa*xbFuB4kpd?Bj0c?78Tisx)9}ZwOqQxbuX1=>Hn;IqvgylrP_p zh<}o1?0YWquEX+93c#d|-5$p$WJ0cIo%aipW~tIPuc(?yw~O|GO7_#eg~kNz?TL2m zt(|_86u`BPGqp0~nIcdp=|_&S@&8Ca^ytrot4?&E_$fe_A_yo30CSfTiZ@^&>?h)p z^ySvIn~2?rOA~YA(X=!{<?c5Nrj6MsErM9$qm^+nEt$jd9HWi^nU+9}ucHc0r?)cl zZd+xZEpciM(PdY{quES<o)1#4WaAyB>z2vGqSpYQX$EUifUv9ZZgxb<blN(ns!g67 zQVibls^$v<8tv+s#6xTcopaI=gI_Q5evv8z#A{<^wUAK2!N~gTI3~E@*Dq3z?L$uS zyI4`J!ty6_=e!`$lm*k>Q{Qvyq<d;JQKVROlQqiVSe@PMBD^p9GWy!8c(IT&5-;Yb z@16mGAtvGZS^+uiPS4)<=W(doY)=$a;acoy6lpw|>vnC?*+2d<#*(vaUAW#Cw$X8v zyxIR5dL<}x)i__D1+vy8duAOi9th-r+6ai~yV^Y<G)*_o^B~~BQfhVJD$?Z!71;ac z^t`R!;Ul9lzf-wsOY>Bfv9V6o0!<*hQOS~45|c9PXeRHJeef4E?;HJ;-{G1%j~JBb z=NjIm(kT@@5wd&B5p#++f&@MM8t*%7kTSk|cf(E>9ssItHEMTxKA?8>nV&p?Q=P*w zr)v9_*FSZ4woSgn2uNJ081&pm6Ah)w2V@*|^d4i)d{D2lNhxx^*|K|KJngwUkrEu( zI!^d0p7V5PCP|pDV%y8<-~#;PfUpQO|G}|aRA}>OUGni<?{^Nk`8+I@`)_vZ70!JE zMBM#Hw$AI3R8|KxY|N3j-<KMn`W@W*lX3e5>nJSS-Ih;P>*#yze`nGF(E?_hk3!o@ zoA(R_NST$j0<-88lj&1DmwjX=O4Jx!NkQ+NW>aio&|H7CCie!_7?|62l*IT~L*2mC zN<BJ&9;TAibkS2SG($u@59a->3PNR^D@=;tH`>g|21DLoZMInKjkrtd3mNkJ>*v0p z`e#=LBUB~lG6JA?#@{tynVov-Y(0}Nsb~Sg<rjl#^p<CpNa7igHJs;y&TF#A&1)~( z{PgGAEc5JMdP|fNEx!-LvI76^@~A3Wn=IZ0RP=e2S*qq5z=<AJnTq8Qme*?#G9(mA z%(K~HEqAY?cZV7$Vg!w7kbp=w4sVwqUr(hTPr;i8aB6Ltdd7`uvYPi300VZ+dD`xF zfv>CR?cQ2D(`Chwvwi~tIse?U7oRz*8?H>+d{l1@8dWfV;B9LFxz!gP`jXsoTMu$L zHi9~PaYwl43D(M=cw`*^nVD#G{&&JmE|tDkZg?}iK{yZe;6{+<%a!#^4tsJIt@?CI z32!A9ud{%P12#6B_n{b@i(xT5TQy-LPZyNfLN#^*a&Ag>N>mwhL&JJ_Zu`nHVt9!J zm{SsxOUGHkr?rY|hNcy|)%lRJgs4DW2q0MZG;AYA%HQ6ci<=9OQ`3}b3zjrX31dSC zCCF*KVJ=Q6WKtX1??OAd^>u8SF=W1lRWBvbE2qMFekSjzPtYqiZo()(Mq>oIph+xF zkH}wqO|;OgR#8+;W=+v?FxL<Jk}G1$mdtKqUm3r^g5vYl(v%JBOs)8F>D1{#$!w|a z?l)_pk`ec{DKe^=Nr_eG;R1*kdUHnZ2tK1CgwFEJZvGuADb|m1x-L}gNs==la}4)I z68}*mK7%~*Auhqf-}z=?9Bo@|_8o;(yK9)*VBI>?Ccs0l#JA@*ji<|$st@=s#6PN& z6Pk#*{d4<gwT^VZPYVvz3L<~puVz$VC5KQk_saq1@1Wlhlo|AD8G`Unx(-D6dUCWs zM8hX&bHl@?eNIC2Hrh4QDZx-6`!HAT-aL6Ug)atKC54Ms?6?>iKG|Y7V$~Qhdoh~K z7NLe_jq{jadhpq%5WzfcuVNv(g+x|)VO_s;V(#UjsQm-^OI4%Lko5L&$}qho^RRGV zwEp{j(L8B;%_~@8%MhrMsOx@bJ?`??qXKk_;iT;{bheMH&fMGW^ZjCl3H58_L2G!r zWEWy=HIe98!bHol86QL*>BO12pItvUHU*mFWJ(SeWIg5DcK(A%@b&K79UhEjI^F~q zQ1S*h@dnevIpyLK%ZZ`Z#rR5C;h&S4luJUgb!V1C3r1?9*7x?NmT$j0AW?hRaJE4t zcp%^S%Ci%~Pj`L>#(DR5JzOm?a+p8MyXLpdH3+xM#HRRaXh`1hIzUM{%)q<Kc@z_y z6at=b!yGg1{NSe}Lv&3x0u!*GpBg!RpHigVJrL4!t@9+Toknl6PkchJ2C{_-Rvu=1 zw`2RfP5B@wuFr1p@Iklld9I)Mhxonhxw%^JES=7(-NXP{22l=1_KH_FW9C?!uuLX7 zj9!6?S7c;C6%RoRPTJn>ZWu!4pnf{JoBU+f1kM(aahsgS?mQhsG|9|Xt#mkn`i^=3 z-y8zI2)b;=I2V53drT-rcscj#UXkWY@!vj;Cg%A-Nn(DG81t6`cvJ+?5tft+=|E!S ze_kr;^Z1pbY9-@~zCh9$eb3|d#^s`|w*@Y8DGf!MC0u>%4j+oiKmI;s3YW%#y~B`D zPjm2>s58{M{Cy;W37YsoXGHI^IaJ-?M<gtTt>aj^iA8O$d%O}b)ZTsQ+jY0n{R6Y2 z6gV$GVHI<fx+ijqT<-!_+UDsUC*L&a_Q`SEd#1q82JY7T5O@SDl$o`7pHrukbs{<! zK8W%NgLcK`_gD_sFtJWDgL5Fwf$NA1)@S0G{RxKXFbw!^sD(eZIQo%=ocwx{i)F@p z##OQ)6!MvC42e6|k3H0!H>iOH8R_uV>5rkSss92f8V_KOf^uo_S?j4^ZkUiVTc$Ik za6d|qwMEu(PCtRFknvoLRH63`K2F}uR?Kdtb$IY2)A<qC;EcVOxvBL@aBSvb1G{?V z<A1;)(Xw+p_Bqd$1V3??MqE_5`|p_=xPRqar|n~6d-L#OQcQ8sms&q*jj`7@3=!kq zPm1H86{(l%d_ga>=(4o6fyD&m1(eMJHo`^`um>{hnKxf-q#s{f)@44tHGhuPO8n`? zom4ri#6k~gO~SC2<qn3Wo_|4VCIlVqdNaT-tP=G;tTB)amx~Nv9A*~J6CyT)=fN4j zKr70@G94<Wa{CdvM{9(%V;t>Zj$uht--*+>yPWB=&nKHp3dw%jztiJr-Ea44_!GgI z7PTsydUGiM0$xP#PM}m6O5hZpa^tAhBaT%IoHz`^PicVyj<B*YT|7(gUzGpiWXY9B zk!Quzm60nwnMPHp=0+%$u-f?IkFnz))|-9`55!9sy&Pd8a#Kg?$v^-3qSghjK+cF+ z*;w1#zto2w;Eg9fkUkrx=&11}Hp#A^=829p7ZtMW_i2*uIz8*Px(O?4La<7bU|o*p zyY^Rn7|i2w!JUaZUO8BUf^mbZ&Qjj1zI)NncH)~N3q<ARDB)Nzys1anv1X^Si583s z#GAPx!`@CXGA_4JOj2FcbGSpWwQ_sKSrf|IpAxuaCCy43>d&y9A7f-|BrB{e@K21o z=AHiE%Nu<%n+u=XzC(jscv<&1^=HuJmPT`}S*+z}i2ekLS%R@^jGU+=%LSp6MPw%W z1gNL+l}}?Y;=C#DT#cRuM@2@ZxL^aOUB5_dz>i^E7!#~<*7`Nhf405ckHi;Hr(NkS zZ+o-EFzrR>F7UXPnSvwXTStLK`r1aLqxUGM8}g1N<BfmNKT^bfMa7ye74q+Z23Fr* zDDr!MJ`B#Zv|+@WN&=wl2<WwtD>2IcP1MliTLI-4G=rGB&Oc}y_+UZ@><hGI&cOfo z(cbTB$R_~y8d|Xr948^{AoO|%>`JUDcrA^1d5|1X63TCS4E-}t-|t`K14v?5coGI; qP{`x}&k34&1>!`w)Bk0lD|fd3RH9dQD{B7$e~Qo5WUHmkg8v6zP5C$g literal 0 HcmV?d00001 -- GitLab