From b9cc46bcc751bb541f0a7262092426a32ca6e7e1 Mon Sep 17 00:00:00 2001 From: Tadas Baltrusaitis Date: Thu, 11 May 2017 17:51:25 -0400 Subject: [PATCH] Even more clean-up, removing redundancy. --- .../experiments_300W/Script_CLNF_general.m | 17 ++--------------- .../experiments_300W/Script_CLNF_wild.m | 13 ++----------- .../experiments_JANUS/Script_CLNF_general.m | 15 ++------------- .../experiments_JANUS/Script_CLNF_wild.m | 13 ++----------- .../experiments_JANUS/results/Janus-full.pdf | Bin 7220 -> 7220 bytes .../experiments_JANUS/results/Janus-full.png | Bin 174682 -> 174682 bytes .../results/Janus-no-outline.pdf | Bin 8512 -> 8512 bytes .../results/Janus-no-outline.png | Bin 198118 -> 198118 bytes .../results/results_clnf_general.mat | Bin 1375660 -> 1177755 bytes .../results/results_clnf_wild.mat | Bin 1176966 -> 1175833 bytes 10 files changed, 8 insertions(+), 50 deletions(-) diff --git a/matlab_version/experiments_300W/Script_CLNF_general.m b/matlab_version/experiments_300W/Script_CLNF_general.m index ba0f85ff..08cf6d1b 100644 --- a/matlab_version/experiments_300W/Script_CLNF_general.m +++ b/matlab_version/experiments_300W/Script_CLNF_general.m @@ -70,8 +70,6 @@ num_points = numel(M)/3; shapes_all = zeros(size(labels,2),size(labels,3), size(labels,1)); labels_all = zeros(size(labels,2),size(labels,3), size(labels,1)); lhoods = zeros(numel(images),1); -all_lmark_lhoods = zeros(num_points, numel(images)); -all_views_used = zeros(numel(images),1); % Use the multi-hypothesis model, as bounding box tells nothing about % orientation @@ -99,22 +97,17 @@ for i=1:numel(images) shapes = zeros(num_points, 2, size(views,1)); ls = zeros(size(views,1),1); - lmark_lhoods = zeros(num_points,size(views,1)); - views_used = zeros(num_points,size(views,1)); % Find the best orientation for v = 1:size(views,1) - [shapes(:,:,v),~,~,ls(v),lmark_lhoods(:,v),views_used(v)] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams, 'orientation', views(v,:)); + [shapes(:,:,v),~,~,ls(v)] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams, 'orientation', views(v,:)); end [lhood, v_ind] = max(ls); - lmark_lhood = lmark_lhoods(:,v_ind); - shape = shapes(:,:,v_ind); - view_used = views_used(v); else - [shape,~,~,lhood,lmark_lhood,view_used] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams); + [shape,~,~,lhood] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams); end % Perform inner face fitting @@ -135,9 +128,6 @@ for i=1:numel(images) [ ~, ~, ~, ~, ~, ~, shape_fit] = fit_PDM_ortho_proj_to_2D_no_reg(pdm.M, pdm.E, pdm.V, shape); - all_lmark_lhoods(:,i) = lmark_lhood; - all_views_used(i) = view_used; - shapes_all(:,:,i) = shape_fit; else shapes_all(:,:,i) = shape; @@ -150,7 +140,6 @@ for i=1:numel(images) lhoods(i) = lhood; - if(output_img) v_points = sum(squeeze(labels(i,:,:)),2) > 0; DrawFaceOnImg(image_orig, shape, sprintf('%s/%s%d.jpg', output_root, 'fit', i), bbox, v_points); @@ -168,8 +157,6 @@ experiment.errors_normed = compute_error(labels_all, shapes_all + 1.0); experiment.lhoods = lhoods; experiment.shapes = shapes_all; experiment.labels = labels_all; -experiment.all_lmark_lhoods = all_lmark_lhoods; -experiment.all_views_used = all_views_used; fprintf('Done: mean normed error %.3f median normed error %.4f\n', ... mean(experiment.errors_normed), median(experiment.errors_normed)); diff --git a/matlab_version/experiments_300W/Script_CLNF_wild.m b/matlab_version/experiments_300W/Script_CLNF_wild.m index 671f4872..184cc140 100644 --- a/matlab_version/experiments_300W/Script_CLNF_wild.m +++ b/matlab_version/experiments_300W/Script_CLNF_wild.m @@ -63,8 +63,6 @@ num_points = numel(M)/3; shapes_all = zeros(size(labels,2),size(labels,3), size(labels,1)); labels_all = zeros(size(labels,2),size(labels,3), size(labels,1)); lhoods = zeros(numel(images),1); -all_lmark_lhoods = zeros(num_points, numel(images)); -all_views_used = zeros(numel(images),1); % Use the multi-hypothesis model, as bounding box tells nothing about % orientation @@ -92,22 +90,17 @@ for i=1:numel(images) shapes = zeros(num_points, 2, size(views,1)); ls = zeros(size(views,1),1); - lmark_lhoods = zeros(num_points,size(views,1)); - views_used = zeros(num_points,size(views,1)); % Find the best orientation for v = 1:size(views,1) - [shapes(:,:,v),~,~,ls(v),lmark_lhoods(:,v),views_used(v)] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams, 'orientation', views(v,:)); + [shapes(:,:,v),~,~,ls(v)] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams, 'orientation', views(v,:)); end [lhood, v_ind] = max(ls); - lmark_lhood = lmark_lhoods(:,v_ind); - shape = shapes(:,:,v_ind); - view_used = views_used(v); else - [shape,~,~,lhood,lmark_lhood,view_used] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams); + [shape,~,~,lhood] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams); end shapes_all(:,:,i) = shape; @@ -138,8 +131,6 @@ experiment.errors_normed = compute_error(labels_all, shapes_all + 1.0); experiment.lhoods = lhoods; experiment.shapes = shapes_all; experiment.labels = labels_all; -experiment.all_lmark_lhoods = all_lmark_lhoods; -experiment.all_views_used = all_views_used; fprintf('Done: mean normed error %.3f median normed error %.4f\n', ... mean(experiment.errors_normed), median(experiment.errors_normed)); diff --git a/matlab_version/experiments_JANUS/Script_CLNF_general.m b/matlab_version/experiments_JANUS/Script_CLNF_general.m index 96562a6d..fd49124a 100644 --- a/matlab_version/experiments_JANUS/Script_CLNF_general.m +++ b/matlab_version/experiments_JANUS/Script_CLNF_general.m @@ -53,8 +53,6 @@ num_points = numel(M)/3; shapes_all = zeros(size(labels,2),size(labels,3), size(labels,1)); labels_all = zeros(size(labels,2),size(labels,3), size(labels,1)); lhoods = zeros(numel(images),1); -all_lmark_lhoods = zeros(num_points, numel(images)); -all_views_used = zeros(numel(images),1); % Use the multi-hypothesis model, as bounding box tells nothing about % orientation @@ -81,22 +79,18 @@ for i=1:numel(images) shapes = zeros(num_points, 2, size(views,1)); ls = zeros(size(views,1),1); - lmark_lhoods = zeros(num_points,size(views,1)); - views_used = zeros(num_points,size(views,1)); % Find the best orientation for v = 1:size(views,1) - [shapes(:,:,v),~,~,ls(v),lmark_lhoods(:,v),views_used(v)] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams, 'orientation', views(v,:)); + [shapes(:,:,v),~,~,ls(v)] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams, 'orientation', views(v,:)); end [lhood, v_ind] = max(ls); - lmark_lhood = lmark_lhoods(:,v_ind); shape = shapes(:,:,v_ind); - view_used = views_used(v); else - [shape,~,~,lhood,lmark_lhood,view_used] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams); + [shape,~,~,lhood] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams); end % Perform inner face fitting @@ -117,9 +111,6 @@ for i=1:numel(images) [ ~, ~, ~, ~, ~, ~, shape_fit] = fit_PDM_ortho_proj_to_2D_no_reg(pdm.M, pdm.E, pdm.V, shape); - all_lmark_lhoods(:,i) = lmark_lhood; - all_views_used(i) = view_used; - shapes_all(:,:,i) = shape_fit; else shapes_all(:,:,i) = shape; @@ -144,8 +135,6 @@ experiment.errors_normed = compute_error(labels_all, shapes_all - 1.0); experiment.lhoods = lhoods; experiment.shapes = shapes_all; experiment.labels = labels_all; -experiment.all_lmark_lhoods = all_lmark_lhoods; -experiment.all_views_used = all_views_used; fprintf('Done: mean normed error %.3f median normed error %.4f\n', ... mean(experiment.errors_normed), median(experiment.errors_normed)); diff --git a/matlab_version/experiments_JANUS/Script_CLNF_wild.m b/matlab_version/experiments_JANUS/Script_CLNF_wild.m index dd145e25..e6e9ea19 100644 --- a/matlab_version/experiments_JANUS/Script_CLNF_wild.m +++ b/matlab_version/experiments_JANUS/Script_CLNF_wild.m @@ -46,8 +46,6 @@ num_points = numel(M)/3; shapes_all = zeros(size(labels,2),size(labels,3), size(labels,1)); labels_all = zeros(size(labels,2),size(labels,3), size(labels,1)); lhoods = zeros(numel(images),1); -all_lmark_lhoods = zeros(num_points, numel(images)); -all_views_used = zeros(numel(images),1); % Use the multi-hypothesis model, as bounding box tells nothing about % orientation @@ -74,22 +72,17 @@ for i=1:numel(images) shapes = zeros(num_points, 2, size(views,1)); ls = zeros(size(views,1),1); - lmark_lhoods = zeros(num_points,size(views,1)); - views_used = zeros(num_points,size(views,1)); % Find the best orientation for v = 1:size(views,1) - [shapes(:,:,v),~,~,ls(v),lmark_lhoods(:,v),views_used(v)] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams, 'orientation', views(v,:)); + [shapes(:,:,v),~,~,ls(v)] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams, 'orientation', views(v,:)); end [lhood, v_ind] = max(ls); - lmark_lhood = lmark_lhoods(:,v_ind); - shape = shapes(:,:,v_ind); - view_used = views_used(v); else - [shape,~,~,lhood,lmark_lhood,view_used] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams); + [shape,~,~,lhood] = Fitting_from_bb(image, [], bbox, pdm, patches, clmParams); end shapes_all(:,:,i) = shape; labels_all(:,:,i) = labels(i,:,:); @@ -112,8 +105,6 @@ experiment.errors_normed = compute_error(labels_all, shapes_all - 1.0); experiment.lhoods = lhoods; experiment.shapes = shapes_all; experiment.labels = labels_all; -experiment.all_lmark_lhoods = all_lmark_lhoods; -experiment.all_views_used = all_views_used; fprintf('Done: mean normed error %.3f median normed error %.4f\n', ... mean(experiment.errors_normed), median(experiment.errors_normed)); diff --git a/matlab_version/experiments_JANUS/results/Janus-full.pdf b/matlab_version/experiments_JANUS/results/Janus-full.pdf index ea4c028abbb7a7799564f4fc1042189852863e5f..d7a968a8569aaa27e08302bcbf55e2e76bf9ea28 100644 GIT binary patch delta 89 zcmdmDvBhFSE}NmbiKVH@#^MNRX9H6Ua~CIbXLD0iH)9u5M<8i#;bLZJV(e^S?qp(a Nr(i=!$z(nmH2@)}70mzu delta 89 zcmdmDvBhFSE}Ma+p@D(H#^MNRXID#8BNqc#3pY~}Lkml1OEV*5H#0*QHz!w97ef~V PM>_=@LP{p{$*2JUC5ILh diff --git a/matlab_version/experiments_JANUS/results/Janus-full.png b/matlab_version/experiments_JANUS/results/Janus-full.png index 86c7372fbed3b99ae1c8de3ee01d054662a5e2ce..c6d033841ce1d2fe5e8407e235f9b742e5fe831c 100644 GIT binary patch delta 42 zcmV+_0M-B6)C$_v3Xnnv6)`tzAgR!iNm2|kH##&qIyE&})Ha-fr-i2hwWk8JsbY>0 A!vFvP delta 42 zcmV+_0M-B6)C$_v3Xnnv4GIB^9U-}qNm2|jIXW>gIxsN`v%UF&r-i2hwWk8JsY_Q7 AJpcdz diff --git a/matlab_version/experiments_JANUS/results/Janus-no-outline.pdf b/matlab_version/experiments_JANUS/results/Janus-no-outline.pdf index 303818bc49215fced171c0e8079b92124e27a512..d3c7de6e2fc7ca4d99dd6c4c24dade3cb183c476 100644 GIT binary patch delta 88 zcmX@$biipsE}NmbiKU6f#^O{3Cr4vfXA>7oOG`6HBU1}!Q%hrKR~I8UQ!_U=BNs<= PI|UmH0!k)JDXIYgG)NYH delta 88 zcmX@$biipsE}Ma+p@E6z#^O{3CkqoNCu0*MQ&&f4BXcuX14l!1XD1UkOCxhbLvuGX PI|UmH0!k)JDXIYg9!3@9 diff --git a/matlab_version/experiments_JANUS/results/Janus-no-outline.png b/matlab_version/experiments_JANUS/results/Janus-no-outline.png index 5a7eef16be14efae10d8652c634f0c4b3ee232f5..4467c226b84e4388a7b6d291deabbaf431fc8983 100644 GIT binary patch delta 45 zcmaFX&GW3AXMz*EsG*URS8V)5&mbN{b1M@|D^ml_eTRe_m$xowY+cT@bvd&=D*#{u B4>SM( delta 45 zcmaFX&GW3AXMz(uFPD+YS%>u#J%e}*EUgR;tV|6U4p(Y5E^l4V*t(o)>vCp$Rsd|y B4|D(k diff --git a/matlab_version/experiments_JANUS/results/results_clnf_general.mat b/matlab_version/experiments_JANUS/results/results_clnf_general.mat index f673280f0ebe477e6c92a3bfd1f0de383e8093fe..a22175c965d9b1eab526ff6ec49d77a410d744b6 100644 GIT binary patch literal 1177755 zcma&s!(t^0fJM=Y?c7)u+qP{R72CFL+qP}nwr#s#4|?8bbpBy&83AQ!0YL&5T6zK* z0c9E!b1P$N0(mO~Clgx-Yfb`rAvFnER%U7fAqQgvCu1W5TN_RSWiw|283T6$1_lBK zHcombP8NCsMtTM|g8%3K{NI2iWDx%QC~ruA+_IWnp}3cIR$KmVGpA9CM1TuoQV9(w zgG-DME5^&C#+OSJ6V3|`Uv}+2mCIWAWnZ5)pq8Vwtm+8 z^?sE=h5cTz{mrP2%#CdQtrY;>`u_6z`pS-de{=8bgmQC#du#h{oZTH9Uj5F^NSzdL zt@X74_KjMnq`tGQzN~c?|6RaGx(+&JV9Q0B`N=8W_I1aBd1`TivU^^`+q-!^752Fa zmC@D)@%sAVsO&v8utkS)O*L%6%L)B?3kAv%Z`9SsuQu_5WpP zc$9U7(K40$cg9B@>hkUe^_41@*V`$Qr{;I+3yzFtdh45()$P5d{j>i=m*Ln~&X@QY z%Y6p(Wr|nwOM@`b>+qj%={Nkh_a>G&AIbSuEUWqJ*TXx1;MY(W z73$aHLgZs+`?!wy99l8exWLMAD|Jg{_P&kq-|F3zH1P*3M9y~x(CUr9ayT>E4p#In zoJsv$*O-D%_V~cqa~m%0sCwC0!d7qY8G7A2qB9W}`tvy{CQ`cwJv>^q0u5D=Vz=z` zzPB8r^&-8^ie6Bb{m%6U2W(mfTB_ISoO+(UNa| z0v%KiEm67gqJ+GSBSq?th~U$how_6wh?M1%`6U)++t1OU=7=Zh8)4&Qwk}hh`m;v! zr6YJ*N$3b8>G>TzAR$pU|1gU9yv>jg_q3CXQw49Xo^{mh=>#5JcncLr?fTf?-8~nI zhYT}6mJ~armL%|R=bNqyJlG9%jDRJ0LO#z|M`3w1Z2R@TjZ3Pc{JSQ*fHy5bFqHYk z)4Je5+we?@#F=shrWPZPKHm?0aI=Fe4HmsRW7?5PT>W>6dy+jqN{mi4c1T@ePIl4* zuR8&nEqpgE$_)CdB}Lm3Kab#cP)mml4Rjq zCkCwjpU`A1o?D%$i` zgQUAmd+H{k@Ce+S3muPpqa-$OEbiBM`198W<3&Pp$T0HCp5|QOVx-ZQ%W9)3rR2J& zZBc)>g(SNTda%P$p@GOq^0T$lE~5h=%o9bfm~#`wef37xjRR^x&E==jjg85{AH%LE zrN1D!GNiUS%f0Y<`LNN@tCw`(kM}Z)s^{OarwQy66f#o-|H!-yq+Gcvi=w>(PKN?BpXS=);vDtw z&C3meDWw_?eUC;4Ek}MzY;(iBFmclI*JVjxET79i!HqyE#J^E-2`;wcD3$p{Mq&?C zpt!_gsioJZsObs{t*WEM!zEc;WOM55)n-CIupR^Yi8dydUiOCh25t?hbxc? z8N1}_2eD!*!Qh8klU&_EbrlYxU(PG{R9U}VdTgnwx+q}N2{ddBojrGyj^VSV^KB_c zf{wfz8=8ZSh2iV|W0n7d0s(jYdJCg(!aSSGrRwKA{ta8xC!`GLR{1K&7!M#tDN~#o zGHl$#d$~s~`@r=z72EJZ6X&q|;Dz432J;Fy2>!StpqGFy0^=4w?I)lX5m% zkMmJ&+h&OcLm6-O7Cad8?l>2@S7f4$v2w@E7s)a-33FLEPqt#es^QK1$__v%ss%Tj z1O^mK(ltHIw|(r8@MKCK!O_Q<1{vk4J0!27Ra%WrLEloTNe9qs7}=?gdUr+Cn7Q}2 z#d7{;TU?6X7{00Lnhhil)rz>%Mg^Cb21tN^wMR zgxcchH55smBmEB_m}=9viFW`svS?bFQ2QOjwBQO>ZMqw>%OAQiI@td{LK`OR$*KyR zCwrVgT~*j1?>Xe#OngbFqG0=-WmqTb!{31V2?9-__Fk&iN`@tdCK~RO=JP?dtyH0P zvF!05@niAXo$q-kd^^U~W@UrYW;=3CZ?;19GdzYOia?j{%VNbh0B`r2>_+iQ-~%nf zXs@?3ewmPJt3!W5{&8v9*xV5ihkG5HqQV`Q+@g?+nVrF>Jqj|Vg>W!FE)cCTGuLGD zJW3J3O)0%<2AY-2=TywD&PxSb7Uj>AL7^#^xpJOt$pk++N4~rid!1o=ylX#!eWHNwHVgY-by@7Wao} z6=Avh1WFZzLe6|xvwA)mV~6MG5{SO0DKo(}P9wkS-LR}g*@o)@H375_=l;8TG{*-=^n)e#H0bpZ-qxKfa|}8)&(Ay2PQ)Ww zEZ4xe&g2f>`SFD)Nm}CpE+DJ(;*{lFukjti}K_d z8uocqa9F^pv6;8CB0qPFmmujJ>Qt+Egw=7ub6-~Z#ioyQR?-n{_Ok=PyVH#6k&xUi zhuVi=z`2+jPa`_q6Me3sU#Uhq@HakKk4o)B!R8N+so^ZlR$FOT*Nsr&5!E_c8n_<_NSwER^$5YkFb>nMceUJTzS0p4A1L#MLUvC+k*0YK-_n z_w+-TwMR?~D(m*&;P)GC{9UURF;2XyEa}YQoUOf7W3R%!sC{jAGi$V)EkM?Lp6G)7 zVh3u60;{4KnF3A*6c6rUPX3&1zi&Akj_@}8xkf`T|2{ED;h{1Z7?c-NX({i6?$q#d zlC@t%2b4BJ1+Mdx6`+wn>PaQ{FuzRJAF10fCf9nfv}exZQ|FLM|AMB<785|piL zW@X5b8?k9&;iLiV>jky*!}LG`g2mk1VD1AurdyHFi77QaR%fhoN(;@*eTk5BM)dNk zZ~FP6h5BTraJ{jU6_A;Vm*Zn1(=ULl+LRvtruE#NfM{+0G zB6X|3$ASi1P1_QGvNAv>bum{S%|T9>?!iS~JjiI9hK~J;8jWBPT*T!_;KbqD;GGs~ zUXNcCeaWug#CQ`n{;eGJnZ4rk78fih6^Z)D)3D!tk2@$;h^Q^}{f-c0 zbogpIv+h4b%)E172kA_bpPyjR)fXN_e*2UGtaZShEH$IbOtvp3+${9y56k>j#cpM* z7j#$DIavys#ogxeg)4W6#H?*9yBaD0@J8OTT#RLg5DwE1coWe$f;W;FQtNx7!Jv&pfs zIu$akgUaxajCPzUaT^@)a{ii2k(E9&;Qf_QcN)#eU>jlIkJ}y1#szAH z8Bk1MGhL4WAmP?7Lqae|HW6?LzqqElbeq$8*l!rY!eiDYm4tV2UmIB_ZO*tyB=%S? zbLK(NqYIB=HJ0Y}bWnsApZuM^MkJT$|{#m=erWOs`~=nQ*l zwsk?gl}v8htAoTZMNaHY6ZEROrKf3al?CD9Fdq!%=LI*1e?Yo|#n7UAu6sB#EUkL^ zx6i=)@AIf(R_@N;Nms$H9ts4UZ-b3WlhMvj-TNCz2t3AZb(*0?U%&nO&uVI2Bl-&; zYIf0nNPWTh6$RD>n39k*q)rf0ZO0xLT&nBhbT;I=d$1}^eLJ-6i40~(l{-TAUq0EF zSIVMYhj`WSvp%E{zHa$?tQ?9SLrTXsH!Z3BJJfdlc< zk^Xz!+#jT|9Yft`jaM`!bdRKH6_}g!pZfb#T_{Ca3q5N*7U3P$rMvj31KLRG(W$yF zdEoLslK@qT+F?(6g|UMc%SRV#rLwPYP!Ic#w2cM}IDkjQ69YELB*)vHH+bx_6h_6> zDy%EzCf*_01lXBLLt;1EBI_7rq8C&Y4N`5Se0)@ndW1 zlpLjUi&i73iK*^Dh@sU2A7z2Y!cd1wWKw!SjGa{ij8h zcDx{bLj>*a4b4Fz45f9V~GzOOal?z ztv8H1xlJygK5E~9%OrX=TbFv8#_w1P^y?sj?6G3KZfmWqq3(vlR^H5g;I+K?CsQRJPFA#v@)ckvJ0(D6< zCL>omk5Ezf=XnMX9JJ}!c43u?LD#o{v!x7mC-;-vRt)8etfKv#dtc4?!>oqNKhR=D z?(^I;GvXK%YLVE5guj!KzJHVeNN;mio$@cx#k&M@Y73cPN#ibG?A|1{Q|e+2tb@Q~ z9@VJV$${}8wd5X>7CmUnA~rDL3?O{#Y0oE0*SBVGYY`&9-kGP9I`rkNQQ1r8kU zH1*8I&iF|0*;gzd+7kkb&(n381s(CR%)uPgu~Fg3?JaKTY{89_yf%^S~+VKWUkFm2Q2a8gz!r z(Qe0j%ga4XLq+%_(i3tjj1vN%kf#>uckQlh3w)A!hq*y!l!$W4(Tc(G<@uw3ZR2kx z9i+TNAQSsJFJv5PhUE)Y6mlJB@c4RpvWrZzjZi);063M>4pdkKD zeqJj|vXd*qye3vj2d~xaAGfsQSW%>XH5_n2=y|eUCFRHtFf3}J&sZeXJ*p4P0g)h6 zn)ouUkx2z~59}z@73}VJsxF>kvBFyvDYnf!q1pr3Op(9Nj;02=!47=P=6F3+WA;Kv z$*!+)AI1>*$dvG(#%);|$nPnatBFJ+) zR)@SH)q_3PByqL)| zfkXYL@EyR5&9a;u?e_g0uFOi+YydPOK8FeEADI*O68_s7#CJFw9o<07CgfOgGoZs zi#Nz#?)rviPJpZC3$>@9RB+$+6xoRDdE8f@f-Uh;+C2Alha)ILGgr0zyyz&pXvX*h zEhjV;JWCE+X?_V;*@X-NT>2?B7Phh(`!nSPxjj{XV^ZfsEa?24L0f|3ND6$5Qjy<> zEawT1x`{7!GWcNx08OF-_KA2`gKu9-%(mOt`Kug4pEFzLbS@FmeaWSDMIE^Zx9equ zkRB6VA_P6eB0>I^+{`JwZ}`WPkKD(pX#YucqV*k%SsnIBPKsMh$aCq1AI+c@_rrtt zgbd;o@In*eBrEW`hn#&DZncGlqh3WcF?g0B*_>Jnne(Z2Njkc~DqI`)Mwz%B(h!qW z1jl2Y7b!X#`n40rezWyfj&AL?@$b^$ksfp2r3cp^bG%LO#QTu8zjGE_dbn;YL80)t zfG#Hmc9wr-u1W(m_x9yVcU7W47U{CjRR|RlI@L6&Cx4IcKY9E8wbF2BUY>6yBaGLe zpfofWMU_0op1@I5#H3S*NQzPj3sX!eVnj)h#$>csYHMrL7AoON8@0q6eDu8ieqQ0S zyl!4Kt#zFFxOwKWyqz_@j(RfWjyy$~-&L|la8Q6pUR>&W9pk{R2H$jtku)tl&em1E zJ!+gEbRCqzy;wg>mi<>e6@n+Fv9EpsVCl;z_WjI1hajVsV%(9mK?L(ovNeu3b~gh{rlDT!ed67|59}-o}wjS4;zu z-7Em{xob@5{Ji}6lqVfT0U?zfYD^gDtIVKusNVEhl{w4Tu1>s%V_>U-8|b5pWrf^} zA9;f_oPIMGA(90P3;Qtu3rnr#12Opf_FHxR8~L4vfq{YfGy2oG)*@|W`MZu$5jT57 zF^9*ifjlW0(0mIv(7~h>XI^40j%EucbpY9YstS{ahLSTji5LgzYS&qb1vLKQ$meK6 zK(HSI@Sl1DM;*yM`h+CP+vYa>G9?xjcu-!}+aF^kaMxjwz_tPT&b3GfqdVQd0{5&4 z@}{d>=WW9oe#Q&(u0j3w{071)R2?{b73}Y?r_qf20#5R0*T(<=eQo5Vuv9R+DH#Il z3|RhDau|*&r9cmVVwaFvf9wbC%3_BH`>?a-^qRdUgl!3Ny{*B9mEAgDsHE}}9^6FR z@V!5aUaW|6Z>alSEm*a#`X`} zZea6D?PVNP;i2R$Eq4Vm$wwO8O2Od~=L=ha^O$Y#cAroSC-F(?gwJ3H;O?cDS6lld z1UUH3KE_v3{`ko7W6lD)!^g#IJdY7%T#`&D>BLHuOiMO}zN?y_NvgGW|1~jg4kQv= zbXEK;Cu^V1k_ws9=f+jaHXlu<2rN7?@Is!zRShZBh=%g_s#DG!BX&*iDQZ=6wZL!+ zOwfZZW6qm(W;;X=OTi6aM_8{A$^7CvcaKMe-@w@^RJazr$)L%wYtMj_(F2pGA3HhP ziES;%m4of?p^_={M@6QBNX?Sr{he@F4v&w0SU2Dp;k2?@tA#MJ$+;V=M|G&UnR#q_ zA;LqEcRDnxIgg($=WI=xTa)+mDML+S(fs$l3FDlW6TduHTULr>5*Qv{5Zc)aS z@v+5R-f9hdVnHI*dXsL)b}I9aiDx#QWQ1d0@o!(v`3JK!#=7Nw7nWZld}o3jXcT`K z<#mtGE=Cc`FR{5gJTSV?n2mxR><>$?!U=v6(7Ei?q?|OfKEh$!{!=vgNVtw_@z1wD z0CPIDcp>kW$uRn#F(3&vC6}4!0pg;SPowUlEC62upciNj zzS%aM{6u-zV#$!uV`-HlZcRq`(wTOfWHmgj2cfi*B^i_=Hkmvat-kL-^>>Yy4Zf?B z>01vudj1a!1ns|Xj?_4&lRx0(cpm3Y=W0};S*a5N`$vVlU z0=_Dt`}3M+^5e14rS^7Bqx+K-jT$}Ngro_;TZaS)c4%_A7ciK14Lo@Y>Qf(*3`}Nk z)i=Mg#Y>n~Nx)PEEPAgFK6k?8J9nEbIO{r&E?kZcd5dw{I2s=C;Br=irXgcesL_x& zA1}gcTTepBw28s%`0lD@^oie{u!{KoConlG`0femtbo^={@Ur~_1uoxzovT&#E|<= znq%GrfuvGd&Wk&C>iQ9Ko;5zuR;L@-4qU7t^}!O7jL$zt9u{3Ay*a`BwGH!P&5v_7 zl$6v=qV+lz3 zgt%E?2+{r!Y#OS2!#VFl_C>~b-<5PH>O2VFN+trpwrYP`${BmQTfsw@;mjKGPyVtH z4>;qnAuOP!1mfE{$~!;KvZTIYwrvXorW3P*JLP;#G|8I?Y7^iaTsV<%`FgJlP{d#+ zE`K>pfQ6enQ$55P1H-r*M~fP|#>#|(aW1aJMVZoqciUq@G8Ej5zbY)89mn zm_hH~4Mc-zeNUe)OCx;LA&1Po4FVJ-yoe9C;Lsd5@(2Rx8R336}!`Yy@Ts+bm(c{@$(vh|PhX&hP9y#82OW*o9 zTi4)Px2c!1!q8_WeC<`OsegQ`Pf%7Hq4EaiNmMfyAh7O*V;09z<2)?8ot~XICLp&< ze#mPmTj1C z|E`;6E(G`d)M2Q1%|$=iCULu-o`vW1AA{(~Q z1!Wz02M>mK8AaV}8pg;k;%eE4UUDHCOpCowejaB$f9LVgp8t|5Pj|8@-c z-@?^#iTxh#=Yzi`I<2fo2mgr%Mu(=hUHa>-v@-J3?JS;XJbD{Lv+J%s={isa5BHt~ zj&D~kMAao{;qLHX=%f&?8}k4RIu!QRtXewQqz}6|oc+kpE(NW`m(;it_+RR-G}A`$(X4$; zJ|LWyP09`$0Kxx0@j|Vf#S^a(YpE(<%WGh3>fGQXZO7$p_7- zg9lSXz0T$!$G%7&rPBrZ}e%6`5Z*Q@)(WTe#I0X7&-VCos()1a4&BzD8v~ zeUF_?O$N@_zG(aSG{Vq#OrqtJ2FISQVW-7|roXa~lR2vvOtuQa+vTK;&zek=i;x9y zl9sXWu4sopz_rEtI@Su_4q8{64vE_-ZeQv}Y^ZkIV6q#T2?VI07YEriv(72dw*7cg z_28wyt9&>yS;77zbKcI(uN+Kmb|D1KszsQ}aX|>G6@J<6eazTXvZN29Fe>~oq*Gtj z`jY?vWqH8FQJ7$zg7EEyrGF<_>gI#!wtMb0E?b0GVQ2vFMKt60TvaSnxL=`cM;^ z#mFLwG}eaB2RYTLIrCP~avrO>QSQ5-#u^M>`e;SVZa z=a+i0aUC0%9NQ(W*ra{=YfYFcfor0*UIja){1Oa>uX{5zDwptn)_nzkdT~!`A&4mu z{z(u2OnxA{*eZZ!y1AX*w~GFb{$INh8~MX8-#$9Jd^#-AU4y2%zppGx zcvmnI;g6o2U`3&C*exeYdFFB$yw&b=xZilE}98QaRUzkv6K3dwx zhc$spvLhN+*2MZN0H?J|DPXo)jIk;bpafp|8+C=K0l7^%k6t=aN0;&y=;+}vYs~=x z@^XxQOeLlisz`TplE=IYLM9cj}_1eMi-s(6X&7Wpz9K0c- z2@%(ATYsRzz3*V{K>lvIFpH@I|KkyN2>5m+H~I&ntSUy>a>X3c`*4su?;8HMwMSa| zca4d6(oUErHgHVkr%rxBUguLyW%Ms4q}@h_6(|iZ)&VGXV0C7Q^V$$Z{iOF(-fBdwAaV zMIE~lw#Po%!0KBjr-AOzCv?=p&Z-*|rT&RySKHb-9C^(_rC=B_{>KxRdZzBdyiF;o z6UfrQzSJC(t4B~_oM&RQW?KI1#SX2m!bkZ$*17)pmOnxydUP$qGlTJDCpRKb?qwcZ zTprhIj8(X!YDvY!em1fq7srR;eRTri9`AeDZem%<9xFMZ9{744#HwuH2n4 z-Zl(DiABro#9oS^4_kNZuJuiPK;2!vS(Ml3@Jxx|klIQT%%iz+w}zQ%q#tQ^D-e_;+rRO-(5ti;3jna(i2pgOTe z{AOv9L@y%MQD8mev+_50-mtsLg}Epg)r!%*QS4MRI<_O(@wmBcD_0_E<+8V;!ld|Z zh?93mJrCk&LtoEDu2GXRDNSdNbHiWABOk&zO9_7&*pC0pfAr5J=6@PGu?pHKJQ_cL z{3e3U)y7XK_d4=@AKA26lG;J1XA?^DZ3PWup`yV9*u*4-Txt4r8eNAWWJ>eg=7+kx zXECNuY<~xvhhtkhxwFy{GyPuo1+3Ut81`y+mMmvTj5a52Z--x#C>=M1c3FPMZ`RekWr~ty5>7kAX2>!n!c0{^Jlu( zRvz?$qk1fJrMMG8pOBJi5t=E7CUN|FtGbujgf1(hhEGS;QF4d z{g|p-z*=PB9LG19{iJ;67jAY`<8a)YTc6;O9_)!L9nwAY3*zNKJs0_xxD2Y;BA{1* zF^_E5Qt(_`07V;00*-ByPhrEPQD#?6PdH=)?$OW5p4!jy4l4H=h=}_SB1FcoVUl;N z2@W2dN>CdjxjuGMazYl5CnC%IjBy7xm*m#>1_FfRm%L11jDn6&2w7x^#vs+TFQ#3+giO=`8$`kXl3_YRB?^K54H&naa8)*R5H$k3j^WK8&(9u6czX?CTr z^?O}y!Ex|4t#%>PgGreJPn2so_H5{Pkn-svstV)zc-~I>mKlP!73|<;abk^Y5_3Sn z{9k;~9FdE{GFo}+hynOwVDBjR!KS>~B-| zs%4UB#K?u#^^eB@vpdypx{>{go0Qa+csux0bHG4&6cy~_XzF`q{gLJIeM=fyF2C?l z5y2I;IBr|ed=DwF?9$Rg&ymGx^-?f-j)p0-1};z!$6hsVy1KxUqcQyXKkj$wavYD! zzK~aR-}jbs7y-oa&EuHAf7c2Rd!^VN5$#Iy_I79#_MzTuuC)@ za$at5FibqWvk46P&mis zwjqo;s!ad5lFo9Cc*1kD`r0}mvGz$HBDFClucdh;2?!t{BAje2za`XwiUAf2bebnP(05 zMsu|^>3uiEKz(@v?f`k&XXMp(6)1Fv=h^DfAv<)(Xhth)`*3a3aMDOjS81LcwLxfB z@^64l%o`@+)&UemPf*7+k^l|WYSBy{x+btH)39Y2{b0u#2Dd;6_ziFE2|A14p+F^> z^aTOkh4(W?H>A@-7FV|oz|TcEw+(j_F=~1jw!_05+=|m~(NZCCZoszGP0kpRvAI}^ zP8$=np*SblX^GTrO}=EKhA~N}Eyr7}(-H;T@f+S;7?k+lPX+Uife0QZZZ9%h=4 znmek#5|H76rF?}dkT+OJ(^tMAd3nlPjLeAueP|hv9YQ}gX2>8NbqGJ?>paht2jof* zi#r-TEI&LH17|Ki@cZV=b?20*K08U%E5atZo#fmuuPzRd`>i)y#-~``XJ%B_`~&2a zZ`+sX+XnepW@L_+y(20#Bz5VUY|H?ZVZ?;Xyh2-3^)qhmB)Jjw2j~U6;(puP3N|Mn zbRv6f90C`_Uk;zNwG2^z#oF)Dfa9_~p$Mo3>4;DdoXVSMu6sY7o{plfWm{&k>I_9t z-#??DoTDnA_<8vS1S#E}V2UnVg^zP#h~h6P9Lnv%jW<~Aoy~oj%|J@O_`-43Ssfk} zgm^#PZi3r zhvS5n|HiX@o)!u&n=^`QAkB@g+X zrGqK&$__?v;d(?@GTk#-7Cmn|XN-#S(sVV-1WUnoMA&&2L}Nl`-t#u2Ba(Gxb9u6eo@M1?_<(3<0p5f_;H28ft;gpa9~J=vZL zVkhj4GVLPch7{P+-T0O?`wza}JC{RT-^FsB$|WmsEs@4tR7^Gp%G%Lyw3?zN^qMt7 zNKy~zT)UnWqrlh&q@D;OYX=D(4}mQoV}@-@b?W_HgH{uz@7fquB_H!VqIAm#beP%$ z-@>$9d?Z;uDSK1RnWjx`%9!f!_<1wc+2Ppuj;+=trvq`7a{SsNGxeb`lQ>8_g9B?< zxdL3i1a%^i@wY#H^Al6WeV??c;y3s0C1%bXP>WawezvYxeP;mx6ZYTTcEZt=a_jY$ z-)uU@uiSUS!IgI1jCRD$Fp8IrnA@xeC8n#KYj+Q*PL31xYLD|>SI4VwZAZ=M4lp$F zl;lzc8v5sLTX?ck^?zNZnyTp_c58>Hx4y|X2X&Oj4hwLqR8^__9qZf7I4eyQM+0sk zp|}dAj-1#11_p#2m)J&9R(sN}*3uOuFAD{Cl#$&eE@fx0{xF0o>c$0`zB{roR(;&J zO)ceMFKr~fm&V;-FHfNTn$nBNT%(9n_U&WHhOhq?0D!fQ)hS=`VDwN1P@2U%D|YFi zp0ch!|3Tfip2xPS@WGcYo7x^9#87K-9Mf;)s6n3`ftCqN_NnKTs)FolfQtaPSwAII zs6=<7^1s|ZgG~^!2Tynn14?{OrJ@*3gZQ<~WC19uD#?ShkR~hR1a?)U)E_CX8r@~}!E_IrEEzeo}=gpA8sdd+1nqB`vyt?`!w#fau zH!&xt7iRcNdA|CQ%HYAKC6lxxBRln%V_YmwZT6{}*{*&@%urnMxF3?~f5F}j88%Cc+ErD66{8_1g@Xsx9PQh4>#dQA71dpnvGjk%x-f9- zuG4ikU_kZZe;lPds=b+|r-8XJ@UZR~$AKMB%~%n0>-uVz)7K-iT8BC=<$OlH>xYt- zYjoeZOv101CGQar1`YP5s=KIQ*{xm&FYbD%rKAHJF{D%)hJIlF*Q!xh-MN)-(IM_? z6_p8z*9oOwNXnJZjHoCYX4FkOl_bc)g(`)KF(XjNRmru)SL9QuuPHuL##G7I6~AU~ zYact9Ru6Z$Ub}KKB6E${=g%nfJVIa<4i$jdh{ov8 z%rUg)ghKAI=fhLe;pZx-Df22WA@d8G*Dq0U1S&J6t~1(Es1lm=;-Dv{Lw`s)7WQ6r z@5iJ*oZ7xt*(;@j;5Xe+x;Q1x2;NtctxqKb(I?PbYuBYg%rE`0QEbcg>-s;w=vV=w zc$qOCs%5Oe%Z>L$zxIYz8PP(i40(Rf^l^jCKYZSfivXp_) zGMOoGO$ZBnnR=7%4{BITzQ>R*&5Qa`?$nAlN#H!P2DG{lPV%sFU+=te@WxamsJ!9y zd)Hini>z?4cPie6WdzcF=h?@u9b}mLT`I+1-(cW(xKIwNDW-i}cmsy^{_u3x?NlJ9 z=LBcW_`gAsKhSx@9A?Uxaf}$FhDNF!LwlaDEj%v7j^xKe`LS{U(^Li zmA&{bhg|dp^*61yyO~M*G;q-_xlk55m}Y077z`>WLAJ5<2R0%@CjZ4U^eb68y&(rf z<*G=#5aXBxxauwpeAvRS-9NZ$Msou(k6V`S%0R_ka^pKj3i^#j#2PWd05=uB?_O3Q z9QsJ1x0g*=A0nP<4ID=40=4uZDhU500Y|^wU+Xc=+E{jM^aYJhgLb?9PY|U zgEC`!6B2O!OD?F#LhzpQT3aj$etR_SCkBKiA@C*VjOH?mHDL<6{&E9&3a`!ZSYK zvE}yfE`n#90pY+b;P?-+q0@*NBWBQ$L#9sfxPGZ_tF;mtRE{l-^))_8zi2#+j^U<6 zUCgL)a$_ma7Tw1C(ODX<@Pz}YL*-ST{36}B$_(Dbm(?PSNj^WQ+PoE9Sm z2B;blSn8~ozy4N--G_RH5(Hgb--oHoMtkOv8-_;zMc$_st|X6ZyLcJJUn|OKzx6Uv zXLt>m*ixWN642yju|5rq&~#U zVc?h}i!?bm%os7voar9G{{v}2mcJeOAj@9;g$laWG+q%h6<9Hpg~V-GgBxSCM<`IP zc_qj^gaUk{S9h%6ONFC%KIe-@P(d;$E%Z-56~fc}$M4hf)wO*bE z`T?7NxXw{QMmEG-NRN(r(qH&3oza-eROB?+*>aCfN7F259hShMdmep#$$g$H+bfbaJvwMNFFx zE2Bcw?_OoVNb&8UoBRZ5?9!Xx6GDKmhk@6|IRb?8LYJ$VG2yQ4bJzRsOz`b~_N2s| z34VDzYutF4a53P>jt`{-)W@#3TSF$`cW1=EZFqjK_I`o5J4|?5Q{yf%&V(zPp-fx7 zqag8hTK4U1*;+)}@TKGPva4I;wIeaW`J013aEwu_1Wk7T- z{R69)0c&MFCSpSgFzh_FxUiN92Gku>qv({f$CqmnxSpm;&*B3%0UqMTws#uw{V6cb z8=j%V7b}DA{zV$xd8YcQ9N*iD!(1Jvube>jSFWH;ngbNO)-x+exmP^&u9w96Si;h%kTQH~4)FR$o+_9sErZ{d6?brKxNF-QkO_s12ni? z7R3GfG!4Fve-;0&OoM}!%yipcDpbc_sy8UcJoRtzk_+=u|s}~HyzxZ&L^J_qeI*Io>~VtI*69BCawh2 z!Tz=QphGqte!e>wCcA|JyFxSl8mSCe`Je+dPvL(4VP(|u6ATzT%FayG$9;Zo@PSJ! z9fm#zw@5V7;l#XN!=`t1kbCrems%AaLd?!+M;FmyZItCn#XdT;XzncFnxunXV(No) z!*rND66I?(LWA?UR?qW>X)qV5*gV=tgIM*KD{6nyAThx%_KGr|*LlK(5lV-}qJhOw z2?n$r>%a2n4Fe9iFCQaq#D2;F56@`^Y?M+PZNJ0-+r9V3)+;i=aijCO)r)k*hGGu~;LaWPi7baxzr_bM~ zGGWN#b)Am|?!&Vu+V5cg@c4AVz7+EZ>BNCcH!yz$4CswpVE)M1dFBQk^M{e*52qyb z<4c`>_H;4| zUzFvpY$2d+-i+ro=7^hbUC)>pF(ILnOTo;P30x(A_GGSRf*WHzSvH0MH3bbX?mq<3 zOQ*{o>o6h7$fdMkD-#Cuo*o+$!`vmlV7%o8=E7`Mb}{uK!L- zX>TajHnzN3-9x<2xs8RL=+-%h!l_8C<6T#!J+S}(Q!?ycT;>F`Ui#%BfzHrVYhpi) z`FSvLe#Fy~27$Wg#gFS@F4dd}Uy(%zlZ$ssS54!-5#8|SsuTm713X6WpbuMIw%#V8Df&Hb#Jtj;PPc%8`%-u&z)Xx3)dlmedYzq z>(lnI6hyCI{D1yv_Y|~#VF#l!Bf8TH_R!dIdgtX5GTfGw<(tTMfQze=#kH}&qpZ*K zX2m%{Tz6$k<}+t#%ZlInqRbfv#UBMH=Q@MvNRmnYA!pE2kH5VU^T%+T_XkTQN3bt= zJX4MNqodM4qyzIu*NObuhj_g`seC=cm_HmfOw9{0f8=V|W@P)4A>w>Y<46e!%9ePe zRfj zzyotY#R9+4NgDVW*xJYUQ{kHLouVrwD!le+CGlYXNM6ONY#*k8Nwr37;#JHakay?; zP=Rve$4*-g6+BnFX&FDk`NwB#9}V;5rdtOKldx`J25LVY!hPWO*;q5o4L2K4gkM&t z1LLpkZtZY7^p`wK8{Nc!NG;#ojQ0$f?`mt27bjqMkZeZa3hZy^H~`WS!e%@O?X!Z>}719p@H(+3&Y; z4ho8&n2p2t-cILtRvY^9?Irc60Q#Z*$$R90921sXu=rcDJM%G@jAnJE z;(b-;_w&EeBH+%**S4dr1l&qIqxS^+`e)+RBun&zzT}oXWx|AZ7jE%ic)vv(1*$ej z6Yz=@y%0Z7K&6k|%6I?wqmQP(1Lv6ZP@n8#%pnygI}d186L4z(ZbmugmF7^b!>#B? zMyK2HOkCeSB%C0yZfKsd8o>Fb-TSQuIUMkSn_le^2WIRaF+gC*JiP3_08% z%m0$l=kD_1 z5HkGf+IKZ#83|0}R_c0QcK}&?n=a*hWU!rbSxc-VL(>Wh-}N>UuqW@k%?^{GD{_?E zYX=Eh`u&Hjym9XNn|#RZryX2hp8VRd!46pcHHy+2_OOF-xNeCo<}{8{+&DLWyK(TR6i~%=EqkKb+vvdw1&I zEjZr|65eaki+ianKmW#DA>8t2DH@L#&6GYXjyu5bjLxYUZAZ|ZElnYv!F-ei+m2L_ zz(G8p`_wrS$QVC7l9xn+^rEq)Awe>n_*bgYMJ7YN;`OG6KiIEoe!iCI$9PUyM=<(v zZlkouOY|d??H6#{ivsE=sO#@KP~iQl^&UM01->fBm~-gp#~n^}0?rWuKNN<3p&u4T zDG{QlXpkf}e6i1!2Kl>r{f*I&T{(B2+(tiM)_i!7hkm#xa!u|Vr9f1GlRNb~1x9{o zj~W@`d1_t{>?5hLd~oz^5&EH%pLOVBYy`}#_^aX(5draMwLU(KiGTy&pLB*kjDVru z-K{69BcP@xBq3%Z0yIuXr~1otz^R(s_1rNIEZ&qzV!Y?TYq^5#Y}-hP*xq+nraux4 zvty+jHKTx)C7$+;h=K-(|77#7M1jhij=t9DD6kbw8CAU<1&cfpS7hR%K;+Zokm|Gu zC~f)>N&gT5zqlot-NGE;{{2Q+%8mmDRSQZRA~|3^NA=&fIuhgXl=L2UITuin-u_&Qazs-czx!f!Orr99<;Lcho=r!)@S;|+T^e~Sa^J_-kf zXdLLS`Zeep$btPUY<`ooIp8|bHm&oG1Aq2898Z*p1dqWV@2JBOU=UDU^jLrc!*e5i z97Fs*dS=B=FAlVaX1I77a9~ctyb9KEz;r2bhaEW*+RtQ9T?>hX7C(*u4nB*7px}zL zmnR}Ybz7NiQdK1Qj8mv0;gN7Id23~jItS*(w8Aftaow(ltrZa*c;j>F%dJulD18o< zIXTS%!$IF=tIZ-|;DGp|ReB_xy}s?77#^FAl}|4I#@{1;!R|WVXGPzeshTSs7$496 zU53w%_LlZd+K2v2X%$rePHgEtZ0~(FU&Yi?DW=S!$WD? zllx`;ptkPFuYm=1KTM(uVZ>OhF$wd3<=C|34P2`K0;g)~pxY+O%8rbcq-6 zf8hJnR_O)LO_$E6jeEgozOsvtcCz5ptq08(dMqfOQu{|NdBKss7b}Z?c)^BaEinb6 zEU=~|r<9&&!I_*~u4SVvxDfQ_=$=R3U`;w#=jiGKELCNxFg0Iz?ec5&HV0n_PR)wc zi1h`+fj6qU))!J%#fja`@CA9{@Q?JXz7U~5N#`kIK|&wd_rNt4l*^s|&=kjlWOD0b z#}EtnLdq;YO|anU3ZLas-&jBj=N{J-@P@k2V&_?}S&+WILjBPv78HC4u{Bud4Wb+= zIcp7XaIezWw^Q;4t3>ltqlej0EFfuVVa0|MS$)2$4p`4$_;V?M4Z9DUd=m3!gR|&L zL5pDgyf|ZJ++8*Z^t`tD!0!iLpNpl9^!-5CB~#@#Rsr_V9-Ym8Fx7J;{Zcy{uC~C6 z^kZzOyHIdnJDCkbb-ND-m$AV}K0>>%mgMY4oGuKG}jk837v=Y`<(( z;J~#J@v0^C<3MU^PAU4)Dwk}~kA6_34utPVKPrOTHorqZQfqi~KcgS5${w{h(2w#) z{^3IOqbyC}_*(QstSoEi3iRWG*TbLQ=*R0D-(tw<$J@<#Q;Y%f& z=!ec9wtfuyaf8&d?;QHkF4Q0>g??o2xu>-s{dkjoZ}nRAgJ*sDe@D@e$;9H%Dd>l; zlK|-$`muMf8E+c;aU>Lu6rdjo&w|Ef(T{5*O{VYAkK-n%&63fN{MRKPzF?n6JyuID zML)8RyVc)8KXfZ!cI`qhhMxRu4?sVv)`(|l<8cE^xsxBiFS-#D7mfE>M(X}rhkm@z z-qTr)&uxnzZ?z2i;j;c?ff=r=n-XC45dBCH;JTWPe%OWVIFW*W)DotRJJAnC>u!xd>|wS4H-~=krCnMRiGDy-&9|ipf2io6yc~>v2p;DNQA9tS zJ}wB&$+BVW_UdvU^rLC|=71CW5#IfzLlXT+On19|0R5;RYtXesKlW~pOm0R${%&3N z_yPJsvEKbL5B->JyA^7WeiX2v%LDxgY03Ta0R12*DeR)49|H?tkD8$$Yy5_X%0^gV zIIUB#5&bwSL&_ex}4@rSJp&1q%o?P!-sg8c|Z&xqzLO(*JT?I?fkN3~ADSGIJgVA>PG^}G} zwikNG3#neeX1=!YkiyLh4>Z*reirl22LH~Bk+&<|F{>ZE7rM|KSl&qwq_ zwXjw@0sYu+pk`f-eyEoIbQVKDScAI7!sv&2M!=ai^h1{Lkq$*aOp{$hR;}ki=l048 zBkY4m=C7@{q92ai%Jlc6AB($17Aw#Xi4cDN=jew3KexsI{do37TGR~vXq0X{*oS^R zzanOsgMC#aO6qq+KXgvm75>8fv8!d-g9R$~n^;z_1^S`+oL2_W51W<-7j^VwSfWw! z0s3*&MB%GD`fl3^SMOn?A6q_LwcC$=1doa z6SsT}K|gw{1!DpI*l&Kn*cbiK9nQZMfqsnbQu5$MKWHNfdvnl_@3JqQ3G^f2k3vH- z_IXl|qh=8Lp`!Jv(i44fP1F@pL@&s^Jt~*ckBNktW(7PxGrnJJ4D*LU(})fg@6)Nc zv;Hdjp{#G7a~+>sSlqYAOL)Du*Ml5*aNUTiQ}$ly2hV*?uORdzif7rabo3*3Q-7`? z`jIpq{7(-3cz=Sga0U8dObX`9K|it*UJqEHADWlgN;V!oaLRt#TZc;)@zxs0uz!9PD}nRVehjDGkjUFQ5JdDqQ^0Rm>yG#5*YFW zX%YVFcj(8jdan70m_Jm%<-He^^o6U}nst7lAKqOd{n6-$k>6l{hBVyCZy`GdUT{Ja&&<`2$M;&$O$7EMBIHMmYEY_4$(2w>)jVn&*$FJi(K3V9;Z=tAE zZuH~wrWHziJ^7mVzA0JbCW5>{seer8dRnU*aqfJ`^&<{B^eyvyNhgHYQrUU4P zmUrgGdsu%^n-^5jkAu0&V1s_R+f4PHMnC9b7L8o!$GuGYIy(9h|MjSN8Tt|Opo8F` zAJgP7ts}Q%&@|>JUYJreNdS}hf=6S$1vuTh!|w3|0fx7gT}YfPMA}X5?D-3Yz|h+Q>!&o{ z&pjbuolm2(d1uL{bQ(SCk5elc8te8yP}K0G5qsfyzwrqgE*JewMz7MS=})}h_=Sc= z-F8CEtkP+NZlTY#xWaVf~_UjLuT8vlC!Lqx#cn83Nd9EGf$*_rX778{@46`r{!`c&5Qy+~FN7oVNRqC^FxJ}>X^nKbPbh)bq zK>84F6;^p#3c|5_`O^8dZDGi|yZ16RBMdtAk)IR)V%&0wiKH%V?GA)*NBe!&k|2B?b5%~&G6+_c z(gmCU1;YB->td#hJZJpuz-Q$keBQAj^Jzp7t|6wpsx1f&#&V^XvVvhTQr*4WF9e_K zUp;T07mBe9j+$6)4aG9yo|g|3Lh;bGZdC7SC}LNQ`_i8oit13`t=l-E7_T!lFTNlM z7b2{boZ^BoExBXcJ37a-qMdBz6RlVO{?eADZ%(8v)?7; zRS>+4BC=!O2O(nFtsCKT!B{-w>!#!LgP~h18WQ{$j2GkT_S8GFaL`k##(g6TgRJVJ z=WZ-a-afYd@^KbiwrWfq4Ps$eMH?KVS(sT_>V4@f3oS>od~~LSp}e3BrA`=(PCs_vUCV+|?#eRHJuDb=sB_5|Stxzc{U!7s3#^3n{++j3=sKrS z(UH!=TKfHm-_Kc)F1SA^|B{9J!h(NOuCb6&TYYvyB87L4zwKQ4>{%T*Dr`4m$IUrIz4DO ze`;|C@#AuCeve@`P1avUX?&$2Ysa1|CVuP>3H>D^eyq!LDQF>nw5m8Ay-obc?>gST zo%oS?uv{sT_>q0Gb;Us$8Zl}W`_~aad@>ZnP7y!0&(3LDMf{j&SeG11{K&QStPv7F zdW>&X%ku;%Po7u7pHE}wthrGpTWFNnB~Az=b#C}K+H@Q7qxVA1&ke*6mP~n|g1rFZ zg1e0o#E;_5Enk(%y=r#j&3D9)zQ@d6bF$6=#Y-mM#1D_PJD2Yw`xd<~J-CU?_rEcQ z;wnCkmj+f%cEpb$$Mw3qh#xjGDSs{zKNQc@QT=^1+KLpSNB=*LS%XInhepGl2k)bk zf}o}&^39J7Myl0wb)&r@*f?pu|CJ4)h>YB37H7#q`?Bdqjx)ocUzKdsH5`Wev?~=^ zPr@;yuI)kD)I&&{n0F*e>JV&}?7X2zha+5gWb>`BVX)9zSK>B33@MXfs5Xm*9HH4D zr5=ik)Y-kE3L&_E`r`HfMuQOOJ@x8V;)nU1BKtSQkBup^)xE@zkGpHLGl(DebVF`l zCw}A_H%tZbL-UL)ffB>IEMIis$+HBr=B3>OJClaM*Mg*JWtn|I3e$m zGV5Ad5CU%d*mZvhfpB*WSl4fCbYg+C zg;D>$g@u2);*PEV_aj$*@BjVCJG=RbG4Uf)XJKOy@gw@omQBUP4{a?MmF2_@y(1=n zV#w9S_hRNm;)j#eyJxC3ENnLWv{+*|3$X!Dd^?j_7^%5o;ZFRxby6YZDe*%j$J>3F z_z`zx_T$DEEXX7)DEkpV<`@j!Ovz#4yt~%(8D~)RRmx(Y?tMak9LxeBC*68(3 z7vpEWaoZ|;G2S|UHsJeL z7(C1Wx{0O3Ag_Mx!2wMMZ(lAbj^#19KGXc&y3Y(2-PLheWtM(4OIH)`Bb@Q(pCd$0XZ^#rUxG4T4VTmml0`ddkm=l4%?EqvF< zz{%~OdvH2~TBdg8h9?ZVBb%{ zYwG)+eQ#hu%h|g>ybuTPyy$%E3?5{Le{zEJ_-I%QwHD%P{vFM|d>a8?J8Tk2YY5?d zXZO4{D}^|r>7uj8QHaekD?SJg38D9fcm9^M5DeS9XUcpbs@9HwJG@nZ`XrU*AGZ@9 z)BIR@yD4~NdgUB%6E1{qbO9qk`%Q--R4V z&CVWt{epuh|4!EorgPzB`&71je;jzvD^>Fyc+gfIUUWr=k0aqKk)j=Z9RG14vpdQXbljvE#zDxIK7sJ_j{!lln(4aPa;2#F)F(`el7*B!n3fr9Uf0PRisG)#h3B4mG3 zxR;mYGWHLJLFGK_HR%+zc4^(#8=`QF@4E3RIoBT^^WD%OLF3uSH+2`jkmn_v@4iqJ zgNm89T6=;Rt=&h{N+rcOpXo5}jhYx$&RwVVEX5E+GybXWVvN~&x7JUI!6ol)caMq~ z9AJ;XqhH40aIZo4+G`B#s&~JuGhuMmd1dg_+hR=6T$G_;CWf1ai%##52rdSj=id1x z!ptY0j*-e@WE6H^(I^q&uF*HKm2B5^Gyu3Jaxryix`|d_Tcb)QeVmctr~wh zkHMy@ydf2u!Ir`wZJ(SOT#1%wJFCW^dj8q1y7CN^^X}5NQyJX-F}zYgnt?EH@u|Cw zq)zH{+On1>z(RB^-ZVY|FWp`3246EsSivx{?ZlUYTUYxhBp}1hVp}DtyAGM-?IZOJ zb}sDPx8buGMcpRj0%kHuE0^}^uww8|BVDp{2ZN_)Jy~jY3=-ee{5@$#p3hYZ`AGb1 zp)R(Sk^eh%UE3nXq`8NjBe=$YnSqxgG{#3m!B>OhHKrxH#N17vRnXs8bmX7Jx zmjw(Y=Pf=QD4PIz*X}RQkElRTw~A2|&gO;^Kt_`Yf|>6Dlcxk#1AlSwXp_tQeU zmgJa6Ta6AFv#g2yCk`V0AMB(pIT);%oAzQo2kOSvP64;skg`5Hr`3p!p)0d4 zY-@=HJ+dXK$dC=&*H>c8f3vZ>WkNvYV-6a5f2a2FPXn<<3cw$I-~z27gro^ zaqoDLx(_b>FvXY)S(Pd6n%B8_v$(iHWo#Vu2Cm0!Fy&(Zo_XihFLSWqlW|N7mxJI+ z(UD7W9L&_cV08H_2OT}}|M9iB(2lh%*hX^y_2_}G8pXtg?G3|!!zuJWUtn`XOd;LB z_jrr}g}#0NRG*)vu&>*!dB2*&2P@ z6)J|Ivv+o-1OwiWx-+{;eb!41cgR0r@WLh~S&GzmPUGu+a+VCXe4jBKm_+?Ib3 z!{Uy7*DCVdv7Z~Wm)0?O9cp84wj=@J5#^5ac?l54yfoNIe9)afZhkpA=XVbM**9Zc z0=ABn?nol}V@#Ot(Us(LJuxr026u^Jgw+){H3$W)+a_(S7g)V1!Vl!_DXw5Uir3DUA07u!Nr{c`P0bri8hr6)w3AP zbd)G|<1+{wfVBEBgCEIBWwj(99DBLP-kCV?Onz750g?ww_5~i^O>)VG9i`KvCXK=;o#t7^F@VxE~-lF z-tnB`pq~7)r)U8Wy6ZJ#?@ACqzLW(|vEd^|seW_k5nDrxUY2k$Qgo zK~W=~0zR_OxD`-1c(TOjj5o;(Ka0ODh*^^HmN+1jAyR#zMq`Ru;#}Qkl1IASTwIA)%j26`eaQE*r`BU* zg&_?`DP!hTErqUP&z!sY$SbUcLh#y@xtzlybXF`|JttlSpQfFH`ja9w_U#yT z@E5^N*PzyGj|ltSf7jL|h)`iwK4lKc4HZ+zTyi1xuId?vqDs=hn%n)O zNb<>2sj3?!ckD|v>*udzV0fycN|AVByXUyG!2t#nHVi7W4>4$(DQa6vt^pCDGRyXm zdNiMsT@=gUbEwDa2o7;JSzV_}n!(L8r{B~jF%UdGYIvRGhBsCRD=diz&AH|;Y)H;n zJzUAJf6Ty>$$l`&p24-x2lpQ$ZW~xmXn#620gT_P*{_rmNM5i`>-t09)4X2$V*-PD zuI*k)bBOOEMT=D*$>$FAbzUdFyiaf!DUqx5-sX(3ZDibo}HqFP(TX^_WlACdboO_y)*{|r$G_-0TC|>avKqBRd zrxVE;Nt0|;r-ut6QKC`4Ni2kI-+-P%j1U6Vwnh^xAuN8$4t}^Qz$*F9O5J!GnVQ>* z7yL)z-?;u1^-DaccCIOUJ~Iw;>SdbZE^+Wx{9?QP8#buZp)KE6vT-eRTw2#OHcA{6 zUeD5IBmC`5GZoUGTyeTI_L)5!37@iyc1yD1x?se^a3~h{7A|U;x{!_IFUpQTf6T^~ z>xI2OGIVkEpPkCi>P}eD!vW&PCzoUCx{RA%VZ{M~oU77SZ zrg;@w#Fu#OvT-_+TukOHd6z?;?`zYlo|eVIoYe8TH60uj6i)6tp~OXON~GR44K8NR zKeJ0=4TWfBRZ|;T3hVdOJPU2%V~guCUB4+5j`-DI`PaqA##axI`AsKzz_e4d)s2Ez z&%(xYBu^+-c-%C!qET^l#r%i%G^)BE$Sa%B=+=wM%lb~?z4n_EE4NXkUv`aonl>WBn00~gornizxq0f@rea9gNiWH|O7cp4#4pEDG4h&r zrM%K1{kVC7++T9OYWjb0tG_G8@_o)Bw7nRnbGt6Oe-*)2y2GwFUxZzf*OdR>7U9ax zA(_>+B8)QXSG!Jm4it4lq|`5YkEXkke5hrZ6$Z>kKApDQx57)$c``BfoBG|i@-#aLH;Xe*QX@+9J9Q;a1oi;P01BH3Sh8Y@j*-Ddvb}(D^E@)&hI52onBIGH#PyGKPE@|ejw|}DLrwQtm{YA$Px7sl1DNY1Qm| z6E5*j)4Ro=NAkl`x0il%ev$sD>r!GNaTM#M{+%RVdUt4~>yW-g%f#vJW#Z!_>rEA5 z=ZU*UeMPF167cro^i39|kCJ*Z+H{Dlze9Iw5HF33zlm)b=W61Ru+8$udl^0?6r0ku zT`7cTUiVzkM8mMNOG;2Lz+RnaUl%D0QL(I0+r(Iivg8#tj-;O%Sfrq^m*kJhs}?A) zfe@l`sd7Wd1PCd0*_jbV!$?6fZVR76Z211<@rr!tpZUD|$%i;BYGM{&Hsd1dq^fuE zYAzz`>@*ZEl5^Ykwo}v^4h$j^j^EqOL2+Z#$JA3KPh1{IQd8xiS1tb2p+q(+f`>{z zu46;NY}xhi*=(e>S0@k^8ZP3bG-SA zk>cVa|F);(9xf7t#__k1T;yS&Q`kZJgo*c4r{qGlhcQqeXf; zODO#PP*wDi+;6aQEHZpf9PZv5MH$hUJJ@`E=N}6GE8a?1lKjCeEif1+d1L1jnTE;L z6wXfUDgW<3($6?IY4V6S2g`htvBtQv5BVy2cbWf-!;Bu6R1x`oWVDazaXKV#`6+a;c@M7HokH#Ojcl`xr(nL|?SZJrad?!Y+N9VMhq~0# zLz~I>cr$L)Rhi-;Fko-?mp43|Tix<+{Zl@kWp37TA}(%AuU_9v@)-;()%(uVh*n&E z&JY3&&WvTeXYi34<6pJEm4^c+%?(m%JoL#nJb3HH!;H$|K<5)YP~7uwgH~Ag?I6{8yF6sML^3ppb@7VYoCf=0`^3Y7i1;XV@;lAZH@AOqn2&7pr$hV+6!KY=Md=v| zCf4}{(-cS_%x`?XD3OoPO$kOX7m#yO|FD8>Cl5(F=9=BNc$jx^%{QA=9;B9t3o;u? zZqU?|&C}px=6$srGAH;bnbKVJ(2v5vYwFSBa6VQnGS7TP_Dy|!l}s0zhe3wW`{g4J z1~j;~o6c~d=AEf_;%FSa{BM@V@8LlhvXNzD$A`1M_duB*`98)dg)03fzh{2@s;mqe zA79wK@&7`@VM=!WKn;!43$qSKgwv?}x~|c-fx>DEl|JJsM6ow^_;>LjJG|qSU2+_D zWZOvvZs5XKvdpFN9~(=&2Ldux*l@5^lbiiH79+Xeyv}`#1;>-8c)m9l{LwM-EhDkW zlIYp@|!#L;MYelk3 zgiutr5*3L=g{)*}&wNY7@BRDhJPP-o^?80??_<&L@2<-UfyjI9y=pNb@a$;8ieE|y zl<4e!KK4EYDl^6hU0;Sm8vD6-{pZ6Vxv#Ra>=zyn>9jS(hQr_Ds>DYQ1mqQ~m$8Hr zP|dn8(lefbq35^F{ss^*>^Syjl?4HoKe$%zZwmvH$c0U!jiK->`_$->notl>%+btd z4ukE<%E|Y4g+cLOpV@N8`#*0li;5e>t537R9#;;)xWbylf;{Z%}Z+toY;; zH3~Ri$|&<}q~N8XkAw{?1%1WZzc~MqAR3(OCdo^IV4u;l-5v_&S^w5-JxsymGpU); zy%gA~nd(0LM}V*88{y7 z(MQJ^-(@MWnYfMuzrWBVilfBZE9X(}XC)rn1r zkR)tNSDVXgAfccZBpa(Kc<^38h|``9x+{Wry|ywS!_Sm|YbpcQ5t5ZJ)gmD2nBToI zJ_=e(kMU{rldwiCQCv5T1h#>D)ehz)Ts9J%tq&&Qhs>9gY#AiTz7~&tFi65@qqMp4KDWQnK5=L-3Ef9ejnAu-u*=-4{C5-yA76Fs8T?7Y@Z2Q*Gyc0ZL$oqg zgM>pD(&WzFq{9y}!4df~I-H9ybKlI%fK=X&J<^d3aQ69R%qq-)HO;f3F7N2TT4`FU zM{W5u}PqdgcB8SuRC&4usb3SPaCW%x6KDvJF z)inx-1D_7uT38(hZIY$3b6laY{`O~c(cTcy2xeWr_A>-J1adONr$b=RTq57wr4WdI zemFbuM+jJD_vltMC_khu^B znwPqKcc33jT7Ts(-3f=>toz(X=ttw6iiAoC0bQA5?$UP&XcBW7s=Go!hNs5HFP8~$ zaC>{H2L0e0XFK)|{rF2T?x&z1K0mHBN1`8b`9jMv=!dFdlZ`$4VYdBbT?qQ&Pj(KD zp&wGBTPYp%qkhwxfYypo*wCwV{rg}jxX1DBTaSJml}|gl8U46s)}h`vN`k_g?DE7? z5>CoSl&O3mVMM4^>CaOVTF%Jtlx`tmzs@b;wyhK_ifKlH9R z)aDZNjnR0Y1*1p2&=1?dwNg*e4?n5x;auf(xcRd)Wdi+p{^pXmViW^@OPoHNkA5)j zE6(nyro*Fkvx4U6N9u*xQxOcj&y6N}nVlr$a-4MzLO)U#+ct^$QE=l*oiNiHIy}}l zJs6ot2ghIMVlz1CV7iJ-j=f8v3)M%AfeK+fh<5ja?Cl^ z=h1^&+J!ZMK4|lPlKG8(MAxg3-yG?{S^r$@C;Bm)=l`I42L%NdkqQ~#N$~q7e|+vu z7<6=THE_mxU+C$7_i^pX8nyj6b6sal=z?@M}uO^dxk=Qt zAI{+I34v^H&P+%2V|2^FPA=?^i`gEVhwq0#XQbbUo)72`*{tn`e)t?JbgRVv_`S}4 z+F~vYyqSc4ImVzLLZ%Cw(U1JJ$^j1aV}AS0@L}}BVBV&(3H>mBp!U8J{YZ8_)~C%G z2AOh&Oe^RIt72088}#Fw^o_q>=*Lo{hp8$0QTQ!}(;WS1o1J3!LqGcbh9mZ(8`Ejt z3D5ADcOkAj9s9%U>WTgp^n-WcOl#{{C=By1Ja9ulY-7)v)T1AYmc{{*xc+{OzBZOa zKP22Wy2jBDfj9P^O6bQO!}nVrVt;Ip>l}?nKisX>2$Z28FLZ|kO3;twjyTwe?{#+K zJM{_dkA4LUPX_wI^E-NaEBdi$k!Qexepvofk9vlF^l!Z}x)b~3Lq12c7WRh(^Yw46 z_@3n!FpF&wrr;v6@1Ma60lf|e;(Q$hgfi9Ax6Bc6Nh)lR|0oGQuRdFqVt-s;ts|$7 z{ShWDDsme8LoP_pn`t!#Qv-o65=9jF_H~|!DyD;z+^9}6`XObSXQP3BeAue=t{3|w zbzf!YIBOI{x!zXjR*HgPm6|-7RuoJRwN+9EQNWY=`&%9Q@p^&vlqvSdIZ-I6Q6<48 zHE@6f*O%kXu{HM^Nl3GjY%at8_#@qatk#AO)z=o!ePLsOicOVaS0V$R36A7HdKl}NZ#x`%Y&ZQ?f-HBr$AW0D1rfDozlWj_A=m(v38;^_Q(GE zcZUkljg9&;DdzaOpRGkU6ksPv`7K4I;d9G~yBNH9g#yJLd}@DipQe{^Oby%Tthh3S{b72rET9$laV{BuCW%54n51up*Qb-9J1lXF=p|v(hz6(L zE_`3)c#NEbDPVjLw9&`@=zG24w30ss>S<}o6#^9W9ubt;*+W9|)tmJ_ufm|kz`){J zTsUmjb_=w_^~0qlcc4cb<&R-a&S8MHnL&3r z_UJ*wxS89X42b_7TwvkL0J}>@)9u(FNh|BVhODB)?3tzadD!Qx16hdj6atDlWED~k z!$CRp`fG1ohdp;?Yd`XY!dCXc#nI|0Q+@`{UFSOY(W_ z5Bl>*+Xm5(184T8JD?xZ^#iF7u|Kx54Vif1{IXwY{QOEe&KYahyKWb`edA3THXq3h8PE^%2t zAM`_!A)%;%ek3IDzWKK*46GOOLqpMzf!F;uPUy#ybjy+%`f)P(ZP^I+N4n|IaXs|o zv*R@TY4juV{X0WBoL?A|o-$h4A1jaUra!~JTev(H#)7`acilSWkL$0sTYqm4&M(Xp zZ@+xO`Q`Jf!S!Z1zob4^H*CQE7%EP^+i8RD>~5Sn9Zf;jnnRYfGzv;at|$-R!}m(8 z|6LtE|A6+V=JM!=eU{OiP3T93=E3%Z=!e=Nt(__8N9~5(qHOFB^Hckjy0Aakyhz^` z?2pB-_b>m!{$P&HIC&oZSnTzbp<#b~`TgX-e(aCvT?bF<fR`t3` zqE8%63OIk6H;reUU4{FVwleEH_6Ory*s4E8xE=%wxwU6-y$J8DIm;di7RA;rQ4b=) z&-;nLF-H`zJm1^cq!I;tq9Zx8us?Vu>xKsOqhP(NxmzRp;gq4Ju>t*981g>fiT&|v zhwfQLiUh5DihYgfhopExaZwEg0-@z=^c6OkIBZwjepROH&+ZUNn(HKCTlz@ML+T@lkXMa^{si7 z(X$<$6#Oxwz~6!2XS}o3l9K|L{F*DnC~h zT&3WqtRtJe10BW()?|iwVc&}HtMb90b33_-e8&#zHGeW*gZ(kafr&TCuVMxlq6vla~zq97iZ#p!~{>ZP%Wq^S}$lXul40xPyWVx%G z0hy8c1|3&$e>t(HX2%aYF!cMx7O<r1Ve=O?(0isu4T+%!f4hq4M95v{N zZ&5h+E9{S~!scZq^h0yigz6^rBfz3|>oxR4UwzfZDC`f@%`Hp}><^Z8sT}vw54OW4 z&vJ2o5nY{9IG7v)v_IU7|7t?O;hxErQtXdX?_uWEIKLRVca9XGA5s~Y27h6H+^VWw zKY@PyQ%kwd8;U*thG(8To&XVLC6U|c2Tz%o#C3B5nyZ(`L(mU%synd;{irc^>rX;I z?4?y#58`=mn_#S!6AXi2CqABFJro9d^Wkje=tpEreLxfXaVAZApBVaKHCz&;j(!wR zo9yRBKQ^&zZqY;&fW{y)Do^k(nJ{&=FeMQEs&gxl-~KKNmOM0NAK z^)}=BY!`l7kNwf%%V74mr(l)CdJF4V3XGBr#91=%`6_cq64)OmB|rDR$NA;4(%Vm? z=*LW&>u4YP;obO9^%eT@IH5v`{*MHsxCTc)+{fMxwdn+5fAqAe$5f&paas(QALxg@ z)Oyw?K>|kRSuXzEO8{wcZ_G>qot=!HWXAiWc60yR=pX_#w+Via%E9BSjUV@;Ggo}# zCLXep5IDTqB*~G4r^$z^&*Oge5XMGgO(_UBNVr&5N8ub)C}F#c4hJsYC`ma-hxYOK zh-C{p>zL^lv%Y1i%7ww-{Jorla%X%O(K`ml_6AOU49 zYsF5#AYf|FBIxE?67J>=tc>d7J{??9b`aNp-gUEeCsxpxC6%dE9SSxmADp*uBVg5; z&K){+1kU?oIe*Iu_<8?P8Q)U^mcO~GeoZ6bdflj~Rs{iJM?>$h^b){YpF1SaNkV?m zhMEWHg)J|`^6zn+?{W<%>dq0c!K++D{~7^f0>Qg29}{rf)pvL~7~Rc3z*uWcphL3E zF%G!Tm&>f}B1ri5F9{lpvCHSOZjZfM-%yNtbYMk2!O$#VhbDQB^enWupa|w@iKMDA-rpBgaBZ>R0`o+a# z`1^|*6`I(=Jzh=mQRtu6j`>Fcc>QOjwj6&jO~B1D@2^>Du5iOE#x_#c9X|Q#_b~0D z0dHr(!ujX;(W9Zw*iNJvV2_kgFlrGtZiX|S&FosI9jJAC-}pD|~S8^l_^@IL6|0xOSe z`kzWWL1_u)ciPn%YNO)~VilaghATuqInfa`FR9P2Hgkko`@u1jYmRW^da>q}SqIqf zsmblZ?*M8}mle|A*h9j3t-7zn_HfIga_vx>14z}!)qah4g3B@gIM-%4!#(H44O1^% zz})@W%(XAB`24TNZdZ1P-SeLhf7EgZ38uF1YjoUUxtE^q#qSPl4c|!0_qpLZuqkIz zbb+N7>00hsX9!psX*4l+hF#qeM$eO+;ZBW$@7TCA#0?UaJH=gK>n^vJKRHgoa=yb; zd)X0)zLHhhEspSOU5}bHj}s)-rn8FMJAt^!GkR036Kp;xEp%g)24mK{_80rm;Kl=% zPnNPY@CzDH)xx8gyuzXtD-9-ecb**GMuUiD-^3;r8Z@lZrflEQVDbt}I$68=5k^2ZVPzg@T0 zQnzBy=>;04>Z7~*2HlYrW)!$xQsbFuC17iUQ}2lq{QHM`)AG1~m_M?2{Nhi*39dhx zC%p*Rrz&vhR~P}ZD`tC2(F0Ac*qgzF1nf$F*`F*x!rS}P{qi~lFeY|?y@|a_6^OQ8 z$Mb2QPj~x(=hG;-ZQxs*V@RmGmMT^8h6Hyr#|=`y zacsz>Shi1PrJ>7~NJyfb(tJsk$TrmeP$l;_!3d z{k%Hz4ZHhZcd(ieer|a)tGEO{w}jgoRTtKgz_KXHA6G%bl+l!z9TR%lWTElCmVg)9 zrOd4OygBr_G#XM|!N^tptT?Wpx7pUILij%UhT7Sh8h8N5S9#9KeV))2*&cYe#S@kX z<3vHv3+e=iiIxQPqR4wZJIM<|I?BGv`gpX_=s+r41p^4W(8=*`-o;x!e89+2HT z!WoxA1LdllkI&k;!?fevrmHHhaCvNVd|8zf?5bhZ{1kHriOu3X+VhT(eqJzK!^ROV zD)}XmGLG=l|4Cr5Y&*P*4O0>*|sVI99vvr#ld;U%TsQU?K}I?+X21UaMv=!#~og*b7DOa zqI=j=iA(?VDv(sxT(Q{brCWx3@Gu44|bHFJCDuvw5V=nM8oJn#1? zdviJ%!-(bSGjvGqy1%1Eiw=U%UDCAI5x`q`{$xM)M?suu+YdaCh1rxBVz}Qsz8qLA z#qa-*b1z1-Pg#}hcG9orTa(uwQn>eL4P zdIEaSEgn3M?#0&XM2=%ejZtS9A`c1Z$Z5B^kN@A=cDQlsI{}8yD$0NHx(*L5=O0$X z`R2plf9;9{obS%$X2r3vt@0Gyo*d2uf%DwpWV!_N0ir8b@ zPtS}Mk|YeDW)1cz!R~0UqUnv0(0)K?QV{#&mZedT684A0?KySkDrP1@=DB;^rXwT-TugVd#(C@MRoCb+?7Wp#kMr{I@4K3HTdYr#uzKW( zO%oRh+Eyx=@z@Q&3J%Wf|A3uc!BxtJb75`eEuG2%0;KM4GBU>dm-D)LJX@Xw&dDL^ zlo~vbb?4T_z_XMk^TJy0o7;O4eUl-fpOrh-ve8BnDuYFzr~yeO%bEA ztmwz_P5&*W?DmA8`A1EQ>O7&p-C!Pxlo`ctMe@ zo}ON+C;aB?6g)fV0fe#5L)r@NlMvx`eZd`+bxSMF3*8{FHe2bNp9}0(rO}U{aDwky zX}Zec&S13Y@5HQw>%PWVXeQYa(~9u|HI| z@7R5y(jL+$dhVzHum{ILkDks%2Qc_;QY9Mc1PZnXj9ZeiKmK`($LF{J&zG1myE<2R zqGxq=r-nOR-La`f?1VcQ&b-)chknX+C#>Cu{o$3LDAeEW1|pYlJMPqRfkMuUG$Z_+ z9;>i_ZMM!}D(W)poaPK~cBT|nqaUe9!md>vae;%4h7&JyoxqUmLbk%9BP2-frr4Vt zLH4pW@N+r=K}+7?Zi(IDpR`sX$_Z*_mQ(~6aee<6*|`ob4E zbf5N+pOp20&rJ&6UK2E^G8^1z9ZUmhLq7liXf!Cltls8)ng+60yX-X4sVlbyd!sUG zaBq;2nfZYRk2U)%%3En*95cjvlAC}_oY9M-yYYRqP^?(S`Q`B~!-#Zmuccp6 z@TH*r)XxocI3s8fdQ^^%&tsamN{0?jxmMRD^yr|V%deGp68mJ=ynp9nI4mW0^5=6B z@RzOQr2Q%EA7RODgSd}+_6cmUe}`TEbaOz5Ebf=CD{iW|J`EFy$!$0{pVzIt{^k?~ zohAv)b~xYt4*&rF{}kAFJk)<2!0}2}OJ&PXLPbVomDXFLj8MqTp685nXWUWTosm0) zNJPqvl9EKqY8fFF5@j@m2+1h&d-vD(ad>=v?t9<&^ZWYTj{!|q%>oPj>W2%qe`bMM zN@@IX8w=ow&UK4weEq7i?Qkv&#yh^wTi3Cm;zzTn$Tt=k-p_b3zl{xtTm0wWTd`q$ zqOVX^g9YVV%%`L+S+FWJ_9pQ>3-&L&7oDnPL2bFdTn4_jbJN`V^)w53gY7ca(%7ID zILh#9VT1eXJzae(%EId*}(p2yA+wuhNvp{-v?*d;IZWauV)b(=o%N}3(v6O zW0EanSdtCBMR1^UiUlmcnDm@_7A(BHESy}`Fy*AIq zg#y-n>K|Ockm2vz>6OaLWH5Odw<^;x0Cw)N&xqF}!4rW*ll!~@;Kn1kmK*Q=6#r0>^XW zRE;@LxUVmB(X`SNa%zR%Hcxp%$Zds1dXE=~J#uPO!1I`L)x^_Gh;Y?V@5E~-A4sdO z=NpUk1**FKRv}zR#R|WTsw)2Qo)O$_i$~w>yTW`q{b8f}s91irAEd?j8~Pdez#YD- z=IiH)pjT8n)22@ZWy>=UC*p~4IqU#`?idj~O2?;7)qQ|qSsJXHfaEsohb+Em`CL<|%*XjW1KV2SFMkRs!0b*~DA_*?% zpUWpIkYJYUl$zp75-b!Y2mU8S0&qNei+P#^JhUa-!=Fg7&wh);CHVj-66aM_HV%L} zE|uqrb^#z~xpk6Y8UTD6ouOv4Bq*}rTht06K|nXP;g2T?CPf$-J_aOco-uFIa3_H? zVPvkjngrAjwz}5+B>27Z|QhYkJX8q1xN;~j9)$SRTl1d9!+e#xpX&2?P;O7v5^9MDk(AH!8)R@U zY0@Jfm02(quGrLV!-5T(@z>VIu;AFh&G?hIS)icyu2+Dc4NrO4iys`=P#q?E%Bz|U z?}gR9%K76!?|0SfkM?mO-L}j1Q6~%NobB)9aV{Iv(2y-m!dK%wCpMI<9IiU_hXpkK1^w0kycqI5vMmdpbI<+RkLTSG z7Ejo4nFThC$nLi{S&%m#7<8_c1wTTT^1iQTL)!DO_lY%ZxS4;-?%rP(?6Inm=4@oa z4Uy@J>xC?s`A_Bxh3E^fzTAGHq39130o9+!RY>rg{P4o@Jpo`0i*I_?lOdI)wytBN!zr+dWO%VsngU0ksmGp5Cxg;>#K=Np z0C?~|cHUV@0{w*MdlMvon67B?-fip)cM7#bMrysGZRI0{zU@SKtzMY@c$xrdH+5E> zb|=914+e*AH3&e`6y}Px#d+NCJ2>&o3u|fL8K$9~j+h7qtNniGc z#f#$aoEp7hJK=hk*cb__eKa?{Vv|5da@}<;3lco&+v7+;btUwQO71^HjzN2p=xEvUlN22yC!P<7XYW3$||Be10dV4pw>es0PNP6QaMIR z;N-9&f^vxjk7Ppv_~J>RxT`w1fIxyfr!rRzyO2QD<*JEHAqmdaN>+_LB|&bQ2M{kjO?KBu21B1i|Ll?HVu z$aGlU*J>iyNrx6MqeWR4287w}ka@w$1VQ!chAUM}a4!%cHMvB>7J*(?(sU&Jq*Xfy zpN@isxP?PTu~Be`E5gSsKML0A`&V46iUOV!EHki<0RDT26n7;?z|^Id5#?_Y(6?Cj z-^6h`RAig^E#}f8_Q%P}>(?2u*V}jD&UPj!Z?cT5EM-DOOUcxtdL%e&ki$|lBH^Q3 zhp4Iy1I+60uTb2~fQT!(ZsN;yFsr-Kv|*eMmFwKfU!~Du!yYwKTL&FJmO6##@H612 z=|SP=ZVU)K?52G0J_8&*tMk6Uihy?Qkjy$hI`|a)yyELl2c>P5zRsm|SRdPO-s3=r zD;5T+BRq6?b+`Z0@G=AL%jn#FV!(v)-$x8g3Ynnxhu)XEz=XXQWzWgrddshedq|rz zf%{H*K=Nri$TWDVjmF{oTbK>J@re$lomn>;b}?Yn=QUOjq8ad<=f}Is|CkWq&(W;) zhzUHW_?-^!VS=gglPf2#GN7!*W&D{I18$IqzuJz`K}s)fx$GjYb5y~~<18IKg(NPm zAEAT9t+>`1Z*ZJ8NW&mg&>OPp?N{06mpDH`n20}$$!Mxi3ARw2D zMV~MX2Cc7ib8W@J@KvpRr$u5g{D}!mFzpY5r*#_3FXjTFSjb?Eqmu%rF1J7CQOM9? zP+s%*3ki0wXqS47bGrZj+o<&}K2W}iOJiY_0DK(ORhJ%nLB&AMol}8c;4kZLeW2V6 zL=L3U4LorU#r^oVgb`pq=&sebdtT6aJwCNG0Ue?In9GsC=lpb9dyBg_$P`tSntmZd zj>eDvw;z3hsHc zwGr7jCjHSHNwK>xEQv5s%~r9%W90s2=3(?D`$@{%5}MJjVwr4?k`f*+Yij zdt8&hR+AxWXXBal>_Aj4FI@>2$Z3}S;@IP{{( zu;N5e6AykK_6;Xgx;@D7`s^qNza<5f;E(K6PYP`2sy>>cOMyjFlv*S zO=?vd+)VJj_2%HmhfJ_0XeT{)jf6eF#CPrb83~<*CK<2L5ADA%OYP8)%#s!xP4q+C z24Cs@2 zr6{n238bUN9J+UyFtA_IK3^je&S!|nk9GGq&n?T>bZ}(k$#tS1T|(u5&bTw+L}5j(S_K0{BKncy>-EO8nFzl#_beo*`oSyJXVN9RNs!egwULVz0G%@1%2nTz!532W-fjwn zH;wAzY7hi3<&#zWP6R`bZn8@8&0t`kdZaLXAs7r?eyMYQ41%N8k>8)r2Ey&ReETDB zDe#SLtLKIH>zlj$wlnC59Xq7@C;H*Y%{mc`e$;@;LASpI_#u(l8H)YDyKir=evlV* zY4B-EqZ3l)PuKQ&5a0{zzwqi%0;FuqHdDZ#k3NuVvqV2~Dnk^DB?&<3mlqfC@dhg| z{~00l&zweqqKIXEd~8pkSXP# zlMa9k#T(5N^CYW7kt^CcfRZ1!f|_;nwM>=jGm zQzZjoHFtF?CmDiFh7K&EAI4OQN-g@~;}_FhhkiuwE7)`l{fM68vtKYJL;6C(e*-k! zH?Fk&7|9g~F$RoTdGurSxENI#{Ydw6FcQN3WNXK$2^f-L&`CBm2L1SHwYKdD`e8j@ z6?vJApKFqZhZFkY2VU+arzv2|(NH^ve(ZSdzBq|~1O(`P=0!hj7N*YYSVln4yV+Z> zT_eCiNG+2R6#>&(S6-UbM8G>Pqci!N>7W(7f{n*wr_>+o$baQx~X~O<^`deG$VImXcX535eV1Kkme(AJEKU}`NTl7Oe zgv^7LS2Pg8bSQgcPmCX2iK%J1x`PC_IRd|2Jr@Apya&%Zz90iJ=)YlO&OrF@#=*2? z^&nUpv3x;477SgbwH}c-f}uCK!(12r=-D%6(t`ala^S_Siwl9U-~Pw~p_>AJ@Aln} z3?f6ym{M~7R}w6JZx7=_Kinf57oOnUIV()+?;az7Rm|O>ibr0cJ3tF3QM^EJZN#x5 zbmDujNI@ROLu@!(kkIFFq$Bw&{?T2v_6Papw9Xss5B}OP%^>WL;w`+E zvFOLcp@pv@=!gB#*Gd8OV|LwC?sx1D(dADZm(UME|7alt^y7xw$K@U9`E3#R%0cua zb+B_R7W;$CV8^$g=*O0?{pp41hmF1|-4gv+W(KqAIKN%Aje1|PKMpE5pAtJC0lqDR z`fuvdk^1sx8DTn{b&}rf8Ayj)iOiB^><^AE$CK-E-fpfa5q*RG!P{h8u!#3}Rf6mE zC$~sQ5VzXhfPVap`u?U2`=jsd>pMN?qkwWyX{aDC3Iw*DRC-bw1@%o1uZGdD_AA#8 zY)rs)v?~N?eT{&0Q6&pA?2ox$ORqoY&_TrLVM8qThg-mcqzU%Noj(qPhp|60**UYG z=!dr4XE6`-qnR0J`Vjl$X1-%=D*ACYY3~pT{U{7c&U8XQ1e6qnw_$(i>prYg!u}93 z5!{fCespGrh^@l@5c*~n`yBoF%$()VKtCjObJt%%KOQ)oe`ADxRQ-LFt&D!07!|cF zLqA%{Qe9=}$Kf|0MStV|C6VeNQICH333mCPL_b`uXMU!kA5m`6^5W=+++oNOK|k{I zs(98}V$Ya6vh~mp!p5x6%jkz?muj*M_J?H_A59MXBaF6J;0O9qP{=x?iv2OMG!aQf zKe|hI`ZS>*`>GQycA+1K=<8fcu|H<|&nGTne>6J}bJe3C`=&BqN1z`|4(U5yq95wD zMxLJ7AJb2aO!i}cYQk7Ivio66bz z`~Jg^(|Pe)TmV!ZxG5FdjrX^42oINFAmmLLR3AAK1YChv6u%k=LnZeM#ieSKf+W%(O;7HiSrW{_{iZ#WQA_r#DQjifXL>Oay^9FSpm?{w1#IUR)6RQCwqm zh!gwcdQgX4+rRzG-MiN|V{dr8U%VZFemp#NZ&C*RI2iCCjvM{3n>3h;@5B9yz^w{H zK_ZNCnt52E9}(6WL0LzA;C&@as)*nN#PZR67xbedT4sGD_Q#18>n9u04Z8^G+}(I2 zYi(O&jQf`?^~m1G*dIrJ@kNT^{>7yI!G}roW7~m&Og8#aa9*md2mKh%pT2(s{iq1n z?ruOo>fAQ0bN=T?nZsc~KbnO+Ecnq6#pXRN^VlB;mP$GApdWJqdE|TOhqcc&dlLFF zPpI(G#QwO}L=vw-KYF*Rr@5gYRG&h%e*8SzF5dt32>sBjqh2e={z&X7eLRbP>}rjj z7uBPHy4&T1TJ%H4h3i8<&hPf(V3RPn2vBi5bKEdG0@{wHL{V#TUy&WKtRz4O|5ZF3 zkpZ|5FuZU#@hu%(*hf_2oEZQ*^%?@4Oc+gb`q_c~5#ecbMjiWO*QeYH|LI6LB5M1q z7X6_780qZ5{mYF|zo``kQIJsZ_VJO2QE+H*bzg*a1Xww@4*4cV0B84iU;A$n5bRL? ziBq2raTU7{En|Ot?N~iKj{VX5&aZzS`(xP5+_)X*aY$;&piey#Qihauz0r>*isual z^n-o;ZpCi&qr6L`K^pxKv7S*9KtFDOI~O*D{o&IhD%*+u;c@d~#$oh>5NxbdjvmU) z1|3X6KhAE+F8Pgq*pVU^o}eFB8^3M{K|iWfx~2d1hy2oknxTK+e~5qkJAr=G*W{Ni zpdXs|p!Fg8p>rtYnlbuet#imH8U2v|+t{J>ua~?(^~<3jTHGhB3$Q=#yto6A7yT$6&Ft$&pU>Mwt52xld5QUJh0qV#R`UG@ zocjk7w_L;i`4Obi^bY;7uk+c>Mn5?2%$w{$KiW1{)M=w1mtL9IrDA^=tH=xspdW1w zf}0$$KdMK0Z2#_KK(TYu{w?SSmlpfT9_$aU68d0%tRFaj5oyhpCBgcv;(}^=0Q7s! zk6X3ib8)5k?F`;P*nVb5oYB4@NO`*I{+xa=hyMs#&FIII8i!*;*dLTN zQs+kI1A)RQQ+Mj3K+}QGtcE}`RIku3jKuy}*Bm+(i~S+Ve!(m452{7R> z(!_VkPg&bpT zE&7qYLfFs<`=ix#$GsrjzeGD#4ECZQ+mD#ed7&S!_uDRf#r`;%kf*qW{ZXc5cd-Tg zBhBd4T@UmlZm;7qpdWQ_ec5s7hl_xLO<*q(Jsa$KhW+7WG*|i>{m>j?2R*|6;Nw}l zsT})*I+IOXLO)n(pB%PffBb#wbv_2&Sh`idQ4EjQ)18KPqaU4i!&|GdKh%!8glxtB zP$~X!^eFnF+oUtWjef*QUYyB8KenFu{@V}z@Z&!z)Qx_uxiTAa8~yljJubW&{n+wI zYjX+uVVUN4VKerJ&_b7!68fPeuQwosez+PO4y$ygfFLJ#YB%(;p9B70Mc|frVF)BrZsqxLQ$fym+#vrf6}A=h+`czW z1$~JJrLq<@P&j8^rjbd5ZJ&=s#PrdiS@7@9GQm*r*WAT<|8OYqs>F^Ioe2fmcsB1- z|4?vOUXY^)hk|Fb;>*FiAz*IXsP*Mf2=Hi|dIwum!D#Zo;Y|;y;OU~HY{W$a_O`B` z5he}FcBE-Vzoda#|NdzC&7rU?>7dOt3x(v7FORR{`FMv`>i^WEL7O`@^{6Qg>Ym&6 zYS`fV8U+@-U1+fXbQjlLFBM44FL#SK(%@75xXZJnG*~y*_@kCY1J{L1AI8&Yu#oHG z7|c%vpDKdvVIwMhyLsjEsTeAlyXF0Ti|f*u8+&j$k_rwv31F^Ih2wi2W=qp)u;aX{ zBek6dTP`Pr7Of5ij^|Qb19G8IE6TOnkUJDE{n>i!&TAToYKE-iH>bi%9(zU4awjn{QY67jx-R~ z8F%WFqk)rJhm`s+DqOl4+nZ8Ag|^o>bG6A-aIw(M5?`hQ(_hY9N0|m{`u94_@H))B z^O57ZNdtMR_~dtc8aOekHV;n2>B7Sssp(eW_SuR3>zoZl z{u=lmZEgpVg=#$YLiQjVx9#kon+|Z}Ib}>P#u3^_>S>FDP9W(fmb~YP6ExQ;isVW- zLCRU7sp)h_P{?GeQ9e6>?&+VkZcg@KmbLD|_gi-0k=gcQamWVjc$ME6Z?uM>K~Kf! zYL;+R?A?kDNfw~i2P5m6%;7Gd?5xsNb69n!ZB}y799TwA@2;U(K&2r;LM;&gu2_=g z|H~X`U00s5+s$FX=2fx1kOdrjpOil}YylZ^52IQhod#P2&y5beR*+n!S=MD{4F)sT zw zzW3S#9W?2N(P9tS2Uke;_6K{zr0)g4!Uc8{)?WCwAZ&)Hx);W1s@ib^2KGJm8k>rxV}|oDPYI)-vAta(_|Xup+(`>%g(2u@((`Px`oPW)?1p zoDjdB!^ZPPV-F%8u(4sTMq`2~2lJ*SygjJT!EIaGF=Yu3M88_`PIt3$w`18Ls@Lx z8$b8M$BT_K)DUYQeKrbFYButXg)w$+sz(tE*7llL>khDxl%(C;_m71S1BK$xjM)f2 zbHY#H!^V;JhTWPaY1)ZY6NBQTrstc zTN=i3hoe+LWP!6M@{`tA=FMZ^uKtppUcHT5m}E zIx7z@^hUYIrl6<7ozV2_IOX}t3(7J}bKmY^z&h0=*Sppe*EG@+RX@7p=3loPWAbij z3tV*i-bxwS!6}Qq=7ldQNZ5MUBmaO4;{MSNw1>OE z?tA^T|Grc3>|?~OdtDSL?SJ-S( z-9VQ){`qu~JNm`HTS^i?q7N?hoJ;(;Js249?Ue^2GOy?VBYya#_3*#$_Q256*Y;_Z zR2Al-zQ79!324CYb%$Th|M-ubRybwe-U3 z6<;0asCj`(4Jf%Fk!SkLfPzS8otMY$mwdlq=|XDl%;szkm*_?VC-{RMH{% z(R3-*nt{DldpejD23~F$u+lYW;IqL=QgJPS8h%$297vtY)3G4-5`cc1eLU;D^7FBUVPHkXm{ zothGV?h_k);~9KA4Gug4k337X<6wVR^uj)G4*uLc_9%2e2WDNKdg(a0dkG?a(WqGc*qp+Yey|~SxngzM>R%(JM8~Rl?!o$&QxSTNQE5FM|XiPxOso5L^ zG6!hCoH&@}ujJQDeoyvg+PC|}kAv5xqHgVAqat{8X68;dxUSoL>-Vy;d5Kh$gGgjQenfGQ8G~G$VS`R@dcf1HjHk?%BY@V<9vIS)?ZmN@2ac2+lddiOLRp-;#e5W zvm2?t%z~9&>Gr}H7CfKjOLy9_a8UEhuC>IE5f!5mgHASL7WkR$oWX(a%#6fIJr0aQ zzK_TeKdSl1)AkcTVzz}eNbO`nqJFoCV>1hz&s1MoDaS_jt97ZowZu888S?63YHrB{i|c|(+za=amCCtg@L|#+p01k?Wz2y z)Y}s~ue2&o^4$^JJ7!&Z#}%qx9D!hz3Z0#4jHp@{cz2I>m%OLINq){D>1qmo+m06e z8=*kMu;E?hVHXUW%FOi*b;0hT5vaeTfFaWx+(5pkX888f_F)Rl=siJeFS{V%@eG%? zW-5+tDu0qIgZnXCDtgqGI$;L|2?Q6&iX=p8E$;G3{1>bfOpyMv)%}BeZEaAa`fI zzZMO{a>wGg5l8-fs??D7BhFN;3oIqa!`Fwtr1nzLbtR>5NP~Fux@MXQIZq_~_`QuO zWFEVZ1@$eb!@|knP0?IB{GV!ZY3u3OJ0m{2g7im68ed09Jh}Jd(KNe6IuvANeq1bM z;HjT!Q@fTI?oI7iErAy{o3NAzDlrzwP>BNIVI&RdpZxGax z?zps8`3mua7F4HnfgBgD*zq-M6$3AHleQYUF)*m*sja$}oFDw-UW@?~za4k(wjpi= zsOlxD=rhr9WMkOs{3^}sb8L{TX&Ep!fSpDNnyAbvav zFk6$st`#>RG5<8DSwklMS2l9Wt}x*hrDT z%WNk7u{C@41|K;NKL60Tn@{1um(r@tBfmG`aeun}CekaagM4YyA4g6k$DVa(L-}2H ze&jATR*Bo~)FS<%lD;w}m-L6>(({dBq(A0vu-&$k^vC^k#-WL%Kl<;MsSnI&VUJ){ zPlE#sVh40ms}e~kTs`l4zm5g|Jx*~W@#GvkN=0DLLUTkdt&H6NZtuks%q})q))%)Y zig93mr?QJUm#-|dV%;JAAuYG`&;aR=YXSTBa!7v|rc%H6k#30f)=O&DW5cPWc&97r zkD)b-%hr+pc&9?M3JGIjm73)3Q=~um2V14nNPqmCVe`zN^v9;l`=(zc{UJBwyW}f6 z8#6WSg||q@_~#BPg^~VP9yYG*L)O=$OCr5TGF@@4yxwv>(;Z6d?(ilZJaIknhVCs{ z2J-wO{oWRN;rxs^~12tXou7PyD#ZeCRz&`eVi1x~kD~Dpr11I_9#DikODItlk||T)Fn~)S_{6 zlr4|2lA=My`XT#)2o2lWjo&*-f7JCYa~$VTv2VY|uKHLi2HZktT=`4ILf!KVUDwc1 z+OOrWO!hH#7RAXb!K4fN%CCtopo8ffYuYM8N1}D2TCF7=Wge1>6T}aNqa!jdc65A7 z4h+0=nvR07N{guq22P0GzhtK8h49knlwQ&w6+KRDG14FEyV$bRNPm33J}y=pLq~H$ z@XNvsIu6*`jM|a?%d&H_^C-j(gIV)OnbmaYJ(wPM+=hXFqh?E%xG)fV?#AX+(jTFw z&yK1aGI7PvwErjBx2VetCcY3)z77?|7_MaEZT(;>*NcgptDfy<7cudz#_Y`raTc;m z7OrC-ChK>WI3h+_P@FGXWI|yhN&I*wxoKj6%$qG7=jt8AkGfxqP4UE!5BJ@Zb%-Br=Z*7z?qj2ShFGX9@ngR$ zRp3v0ON>EZt?I}^_{OI(Q^b!0zn`2GA=l-6(lcvj5gI}$(4p2_+pxUj(7(C|&WmIY3Ln)np) zL(XpRnhN5_?d89`&h2L7&YNeGPUN}zTnlSVBYrHJBl5wD`0=mSEWe5PQNrIP^_BQ> zRC(QncH&2i&)TJC=ULGBxmmI#oCO=7H`jWJA7ofRk0yS2uW&!6N}hw`jXhog#1D(= zPd3fO53!am=MmyZ_Mg&wuZbTsL<=8%sGy?f_w97C3|IV`H?8MVxI2!V5ijZ9e?J{1jQR&-M`u!i+-)>O;Pp+{jZZkE$Nfa zw@D%I`@L|6x8Uw^PX>+!jqQ0?;tAGC%WS#V?#SAHVb8I-Zg?BI+5hee8kE{9*r!rl zaIoRys;9Rp2&>%^99KZWuCHt2Ei$HY0 zc(>3~pNStaN9QJW{NInX%HTrchl`oqQ)}Xf)~TCimc$RKFYOF!73qzO>jI~2sZj9R zQLILz!iN`NnE#!M5B8He(K0mLdlwcLN_u4bc*-}=oQh2sd%UTiqk^;&}_bZ z@b(|lL&ooDTZtbx?>Tt!h##{wZ<{jq(oq$*#(4?x!y)wdg6qVO&**qM1@_>hGc#Gc#PC@Ye`lj48H zWiasJc68vaXgaQ&w@tYaKcWqUSNY|1)ZBJbcg&|_gRZfX9@)=S%(5>nBK@J&>U`#) zGXv{i`|YtcVIVwcj@NxhC>efD@;aul@XxgTai&=@HGj2;Fi= z?&B&URC)Kaufzy(ta7%dN4pTs%IrRVj}YCvE=1Vo3lVrqgR+*Jjvc?}zZ8F-fpDke zrL?b^_)~m%(_i^)4DMjg?zZ6Km3CvCldb?aUfgY`j0>1a!}|WT+kDf3k^z@ zqS;CzQrmi3>jrs-53?W{AhE=ol8r}y zr5_F7%|e$$qEDMt7Ita=olrFvK)z*xlj%1B+*%i(T~?cedak>(fpIRH1bK%a)Z}36 z#dGcyi5z?hp4>m0lLZgu=?PgN0fE#*z_|lRyc%S+3v|l$_Un;;g z5w`$k-5g{#zpit?C_s;uFLllrKF$?Rdo5|m#}<`kO6%9~FxZy;pkpoY0I+E!H%Tnk?|ls}>&k&4oPkeZiX<0*rh-n(-td2O0zVvosrX(RQ+N#$dD% zHBp+c#62(WHYqFySQ2l>_e|IVw< z#u6v}DLa`gg!V~aJQJRQygUQ(hcD8gIw}IdmZji!#IOBHb#FR;?#Q{}^f3c)({di$odwG$^^wwxva$F{T(*^eHmH?tmdaJxczAok zSz%x{{>#g77FEc`!3mvU=}W0_ug&r}|0)Gl0{SU&IG1Q&Dnk0~sg7@|Vq5@iDtzvOJKUfJxc9 z!Qwj!i0zjXuR4|pS8cEJKQ)t)PSaZ{vOEPj`t2wB&!*#-UgEw^(JahSe1G?{Ef-b= zzSn%n?{seZXMb~8fRnG5*X{c+2U78D{iRj8DE3M>y{0EbZNboy&*4I32RE8p-V|cZ z=>=xkrl{G7&Hg%~-kyc@FTZRCXJx_Br6jkG_~9A4 zsWg=MvHGftfj{wLwN;^f{nA`0R2O(CRp+3sf_E%HJO_5pt-srIv+!2kWXX-0TwGYJ z(&Dt0hxeO(jfQpkVAOI-Oo$I1Ym-komI*MeCuaDOb`H3+ORLk$1#n3WdcSm>kI}31 zjAe}Y*!<_&*7?>vcyzgZwwC4MxNWC}i$pdW%nQ~<6AuPwm5IlbaS)-iR{8l5AM>}W zum*bsuw32sC*}>C4_DUPAmKnLM5(b-?Dc?7}>pk-Q*>N$sCcM zV=}o=-yb?%uAKcnkHV6Hu0lO+gS9nTs92$T<>ryOGSbG;If>-6b$?> z*1G>D1!@}2ed@#y&$EvLc8RB9_Pj3_XA?iZDlONf-AP5U#nZp*L{rfkr55Qvo&uGD z%lBi59~Z^UZAytBH^#2-dqVsO+3}<30-p!BwFw$||Mx>}v?iPQVYzXE5r@2o>ldGF zz0k~sLwoJ~ZRGRbHy>~83F1L^hmN({0X|&!=}%@$3NWW`&C<8TkMK>B-Io;vFxM%6 zGe!Jp&CTYtlINc$HynG8oOi@JW$k~5cwqSWKg;wYjx2uas7U6AsHH`x(?UKrnbmEI zC4Q*Ji{;g<&rvR{0jt)!)p`DW;N zuRI+&9x1U2)5tvX(z+jI!bP!i3Okw1Pm}m&<X^=QIAT;rcZb6CT?cHx+SnUaIk~S&+b=-om0OAu$|V~kaRr<%@MghBk{Qqsji>n zZYe}sp6dGUw>)IMT%77kuCHSEi1u{i$A9Wy^P7ktathn~pPuKU=n(a=Su77HSfSq^ zZYSTntdO!?T!8rey`CEr1qgND*g0UFiO7O8Ws)KA{u zsxu4sDkML>AnT@`hW%ZOr2_1hWsXw6lk@Q}v4Hp%>VN4&sc9|(&K*hOT+TtibwlJg z;>Qui=b9&oA7$e)CR)Ugk;A44cjUp)TrBV)=?}948?NJ5;-6yp=P#r;w6{If*VoB` zqsD29;UxiVY<`xQv14lbZ%NW4LEFD^D;E$yqGmas-^fGE$d=m=T{3X- zg85_9+AOqR&(c$x&Liu9fb)5_0Ms*7UT}5}ls2w;*m^4$A66_YNh6(!D_ZJbCWL5_ zku-fXB!rYzsoW=DvVN?{+}JrMm-KT(M@5hT%L6;V@Z)%Rp6%+_eK8yQifI`!Vp%Y* z-fox}MBG}zoHO%w8ni9rinE9x?yJ8GK2IfKMCpCtdrlJ8dUcjvXiLJXEIlW~!^!wB zPUlirP%;9UlYM1fNw~4ONUtW7bjqp{?dbDKu(?ye#4aTnyOYcdyn9j*7!$|*8=Q{M zoAf?Jeae7+>7;l>Ko(luJcWhCkJj~CM`jW~y42(>+(>^kj!Uf=-;)i$f48b#=4azX z_JBNHQR@f?&z-aK6dfH6o_r0aVv=*S5w?{b%-DS89FJ`ex)Me-t*UA@1Je&y$SK+ zfS-5E;x;Zi`Z1~WnTyn{3py8xAFoV|?!6;^pk-3oY7Y4%Qa#CbrT{CK zo_2ab{CMo_>90Zh!%8J<>jd#5`p2Tqqoh9`#-6+ByO#&A5|0BxOwt=}MFwg+c?esR zYiVWUm4R2o_PQ(`O zEsQE8WBb_M&t*C(I564eRw_(~S(!uO^1qq5vv*QBV#9^0XmyF4IUfVZ(s#}o5iPXK8i~gZ6sx=luvM*iPS4I5rwf4K zPc+hqAK@3T{tzbRA}O}`$02JW{?-1jyhi$Ci@2>u81W|T`ul&mwSn%LUx))LXs4j4J|}QgOri-d;U7F`?}{I&pDp& z`+PocJv(K5B1HH)Q)!UI(#Ns7ZE-}IJz@8U&OYe)ZY8kVJvfPDsFZ zO5CmGKP8a5*mpj`O@fulRb_>WVl3^ex{-fQgvy_xyLZP3u#%^_=!2| z@`gK4U*JGv&#jB+>RGsDc>(5@(a@dK_^Wjy1E%o~3igyJ{7P6K^gQMk42G(^p?^Apm3+AlD%O0O) zquBCeX4MxCDxQ3&nVpEkq+uo1U=1ElUVWn)=)yzaiZ^HO=JC)yX6JaxjfYwzrdzZM z4;k~?chzMvk)~Q*yQwV}-Sd$*n;h3%uyqf9!~|>4xX}|?7Cv5UtB@aNA~j%X)Px!) zjt4p)7L3P2|9EVt)wfvSo@3Ilr%c!-owc8%$U^H2l{X1;EOZ3FGh8PSATU3UsnE;E z=b*^D-yiegP@tlm)W?V7Yr9Xo%lN3T=1A9f^D)y&X6t=d0op#F@X+!QLJ%Rh^xOJ#}0549a7PVaxz<5Y_N8~6# z>64L0`w#(k1+HE9W1bKXd~Wj-wg|zj`)}iju@Enmiia-;Me2%=u_utbh3T8X=-X5`)9O zitu*oYOzmSJgV9&0?*$SLpDWAT79JiL)&akRj3jKnAI*5*GOP_wO+=cRf3Ln86W&o zBp9H~y<3{ahM~$86|H^_imHZQw-0l%H^W5AU6F?erTZhs7xN+UN@JK9iEtn}Kk(C# z2qlvr%HcsgaLyufKD};aL$cLd^ zAxdoeueoIL@#q6zStU|{_6O&Tt!#w2F;~&&@gxym&YSN$i7rBOaIGfGn2VWP68=7s zkHbadgL-qC;xOe-(~Yu2Jh*L(F7~R4L&l;b#kJ&n;oRszTn_1SkTL6ROV|NR6 zgm{@cpn8zZxr6%|$1mw3OwW-k{JJkLfd;a2duwa<15P~7b{T)sdE15-v+F!5rR+3~=rCK22=yC-k;@VDAmgmJGiz?o)EhWJDkr-IWi!k^-{)a6q z9{ar3mY9}{QPxh?EF}NutYA+HZ$yHfhU*_Gc1uwGF;;rzX$dN4rcMo-Cx!}x^{p^~ zJm*d)N(R}#nKkMicOLLycz~9)iulo!o|Y`@!a+=v)yJlE7F4|EKI~PFhKIX!KfOB& z2duZddj~|JwdHj)_h}Tgll#-SJ`6}%l$uQA;ew98S&8^TaAY&^jWz@#E)F|z~RlUu_#T^^i(Ft@b=BylkYR} zZKr)o=oA**Ll+Iy4l&WT;fnWS;>6gomLBT~Oq}NioUEHs&|o?FXAU5FmnRf&b+ z4HqicDX`$_wx3ohB>T8#MZ-uJA8K|(v&PGb-~7nR#XWokE`2DYPW*`NZZixceoT{G zKi}vkz`>G^O>A!=WO!%Gr%V??>ho*~hxk!5>=pY^S%j+Ktsk}sh3GvxV-}kyz_!pw zolDLOFp#@7oWPt0w%3ZdiQD>rGK5UsM; znFl8`@cx_ry2{oljNk0l|5O_VQ_Bqo^L7+5rgKZ z`U?*Iip9~xLu-m7S?D@`;7__28?P4(S%mhn(NXUcc=99%qRq37dY*GI^Z3DHA5AXk z^Y-k2cYq5S=glh>1G%v930c&|;9`CIL#>lTF=+T{OL?rr#9Za7{B95O{4SO3)UjcM z|Do4#O${4^UwU6%$mPH#NBl`^J{M(Y6$f+txY)1HTIN#5#VIqJZh9RTJ&|3`R}DC@ zJGRBxe=`T}`vhrk>^PX~<~rTcg9GVlMmjYo*x2$Q^8TxPY}7m*P-v6k;N$6$#VfXR zuyg*{sGT1N+tvng&Y3ciG9mKq=ok};9*LJ1WU^58@^auJIX1eVt5*g~SXe-}+Z@)< zM0wA>U>Pla^J?em6%WUVEo)3msV6FSu?Z|B0q@ipbXIv4gn%Xu2)drG^7&m{^I zw9w&&#S_@b>d(>Y3}ItItBJKiF&lsN5-#>gb1*($u-PoQpTfx^np6Zd~hzS! zp-}(n7$CbG={kbU+^`t66hNW3@b5;cX;v0`AM>0zA+tfvjFXJ?1QLML2# z*fgF=2v&ZPK!x2d3P15m2+Ha$ z!y8gUQLa?SPRR|!{Hbb9qi4b~;u@hX_b?o1`-P4R#={Z1=|Fwd`*0{VZ5Vh zIMbxWj|v0faNAw-e8n-JudW`X;zXQ><3_a*ylehl=Q2e0V9+Z-PO-s>&2YoZ8< zavN+fUx~n8sjO*^H4$h?d8D6oI|4>#mz#c6N8shY+wt$dM4;76@t%-MM`@K%Fm#_z z=HWtdM=2c&g;yp`xk^W{{TqvhyVZbTyZG6f4lt z&N|$pF%*Fay}Zs1`gB;>_4=x=qvOz{^*#s4dEcIR%~h0PV79e(Lgu$9gbw>|J^ech zixJpP(P2Qt%G|{AB?C=0H^Ur;q9OLAu}f@XaoI=uT;Ws}-lx;6O7^nx^*^Ia%48q^ z@@_u9jm)X0SGuzBHV4a3pQ!(#z{So9GqN3zaM3c<@-mCdMc}G)n2^Lpb5KcRo{)<^ zzs{0>qcQmStMbRoMNIVl&Y3c8BMbQ};x2`0l6|b2(|CZxMw-^^c?u6X7}lJr;VsX_ z>t&U^SGHUfG)f7#k?R@6me@MgazT};H9x!GhxAXYOU&gb0((TeqvjFo(*x6@A$?>HWsyBGF!ElgL%2D&t4DUz=mc0{3f}M zdH+3beLfqzJ%Wsq&DqF59BC3BPsNPk$;TL0p~wnNT$=VP43pHt7?U|PY|_a{iBqNH z1`NG+QzOy!X0?smtte10H20fjFc33c_hex=$+3~Izj}l+5FBZpQEeLqxlhwwdS^r; z^!B7z=k7+}L1Jh69eWy*^wK}QQx33$!jv;4R4iOPsVyWk1do~$e*7*BMe>P`I7WRK;y5-vk`3WFSe-hv zGb$XL`uw%?8^d9yIQNV6m2ecEDL6Ig6pq#Vc6n=iQ{i%YpfB+-O>=yMloVlZm{{4hEhJN5ZUCVlY>S zyMK#+EQD*koEPY`P;9zw+{TfO)4|5uM~B$3PWv4@@hAsZ{VW~6-6MU{&usPJ3@%(s zuQ)Y3aG@r5`u9Q}7hmKQcw=PV*X_0o_a=Uv{QYFL*3THsIy3lhT#bpFJ;NhER!aXU>>b~;N!!_=OpLW`)}EB^Adh~zlnoI$5rH(#Bi`z`tPFul1To@uX!XSel)Az zYBwWuKi~h8IR33`O z1N&$04+;S-FLv_g_8|OAU#O5y{D?dfV)L*o5EkPy3Z&?aTTFn(i-+~}3o8+|mANifnQR9qi3ZA=qrH_;QqWDT#4rhd*{pOLkCYw^eh;P+KQ_^f z7FaH!qJP)${f}#@XkPckwLFK4@0W8c&ei#EXc(xcXcqpU!FtDn z2M)g@AUvOvvurUPx64!QQ{?G5*!Ftkfq$f@G&sK#k-pO0S(w4al1DncyRD}FjX{Kq zjg;F0COB6QSklP;Z>g3wxv0g)`ukyzlelaQt<=}HE#~0PAH8|{B-d#F8&r+3Cq2m1 z>@Vdq7p`&&|0zG?!c3vxEl7uhwQYTJ`_^#q-TSnf5$Pqf4U2XdAL4-CaVB>b@uU6N zk{lsRyCHN{(*IM{b$s^O3s8>i^U)SdrhVfQ~q z(T`nBY|_)d7U0f?-al5BKFJ?#OE)~9OZ+%~Nn`4OFX?F&&t}uqI5=>ae=+_R8#0sq zXmcz{zngh%w<3p%c2_B%<4ZzOZ}=syC?^bQ>>aj6Ml@XaTeUSKI|6cRe<~%ZM3Uc` zm5d&Uf>G)j^E*Ba%*vMD@}-6W_xdwR;v-}~Z6EF5D<6gErUO-_DRguWgiPMIAp*v6 z2baWkhhxy};lSt0Fcg`rRSG42VzcGdKRvV%9AV8@UQ2oiRWjxsB@;w?X$O0GM<6PH z?=2f7e&kPlHYe*01?|#>K96%K2-H)E%9}}nsfDbD$IQO7>C;-0KL%Asecvk5ky()(={k*pfx3Dj zgXE7r*Ynj~N&ZkY{OKM_^2bdsMJuL_0SjyS7?oKuB+vL3oFn9vajDhna@|{;<)==uV2TwPzidt&{DufN{8-; znOC@QYN*(^jpUEBN!1fJjKrX>VGisxnW$fz*IsPQg4KVC$%E=_pgQ%vHj|D137Qja z9&w=b!yurY^cU03?3ZT_a}j%M8mI|ei2Nx2D#Q;rhk+}m#1HeQAJ?B;&A}F@dDFLT z;~@WWMW!Y3VeiYsa#6&OH%*_r#)uzF-u~D)Fqwnw$w#hRll-ybRcfjO@ni83-t{4p zKV%kCX-wkBipjPmD@cDiyz}TSPgyo}uOBzKP5R5NuQ~GNB!4{cwmxn}@&_fjWBAZZ z4$_?WD5z_3VXt&@hbqY*r|+bArV~HrhF6I+S~v(e#?!X@N&28}3Y$UlM@8-0A4@Kh zycM}?Ngl}`Rn|HFO{N^QjD&a&lKxVVxS%0}rfPIi|!SSg~2(v@26W5 z4eQw#hBq3}p?7ReZKxm;ZWao5xg>w^R-d?ZGmnAG?SJ#`ePW<0bh?t<83t62xD?B; zjza9-t5nu!I!2%96?riuV9wjOt7{_-DUS^ubY;UKR-F4Rr#KW9^5YLyQA3bW(jF-L zAqZVon|>Qf1>uG@_4t1zf5=L!4LP0*!nIn?`o||I`2MhbY-d z`W}S(G)wb!e~2?#|H?BfDL6Xgmu)cVWm~@H``@}50_xW7X;$R#4Hm5ZbFC>1FT8%W zyd?SKS+ydvGM7yaVoAJIdJg_=`XeNY2&g-Xt?)vp?WXzV^`hf&-+RKI5Cf_ z>U5R{k>goEze_Zf-+86CiR2G$_McBu#E-l(H)cl;9Vg6QhunNk=Ki>p!p<@}+zo18 zq-xUf;(Y#vIFdgO{B*d)BfV!zjPtc|l0RHywrDa*{;xuet?h_IwHEJmHJyj6>V|zs z_Xuz}RU@oXM}$V#CEwK^#^c2!rupuAF)nF~e}}kApdLMN{z;?+dwyC~NU|iDn((;5 zqep_WFDVnvbP|w1U#zkHKms;CZuMvAC19{S^XHd05;VBayfE2MfWb$PytK~?5$-%F zYF{ow%Jtg`&Z8nM|H@u<{9Zh~ewD1#eJIAciG%OzWF)9cu~t{uFG2o?6rDMx5_lWv z4C%-wAk{Da*8n+h$L!R#*()V5Qr;jhoh^a8%Zj)a1_?Maw9jAXlo$tjnI;vJB>2Mb zJ5j-tVC*Yz0mjLBx}F2sNC5x3Iqi!;h$Fo0i97Vkeb;SX(U>BF%zgi&+hkqwJDfrS z(nM%x)drLqh%h5@c@V8k40qXmx9aCfV7l?I>t&l+YLu+S4VU0{)a?FT zvaYm!V@-8S;-N5BSUk8+j8~oWe@__^Bh8a`Sm+`l?}glFG1nz9*vqczER!Ja-8|V% zNfO+3jN6)cS%Qy#U7^`b3AX3wmgw!1V2NGKsBf1TFMhDgCE8*%9`GLQbBl*+xuIhH zuo%B?{fkP@RW2&T_a6`iWP@ zhW?i!r8inDFue?qoH3L{SF}{ws zw}gl=b*x4ARkjdrc8p%7ZUI)SR^`LcMEln8A-{`f z{9mL1%bq7Gyxu6p4B;;J>R}-qUkF3mRN`^M##NZ45f7HjJXr&Sc$oe*8%&apN8=pb z9;s3hhJzYsz1l3my*%wU&kjDuvf@7*H}dg600030{}k7GJXCKR25>?pqK!mpFCk0G zQpzQXY-NoWOO(jIWjD65CSk_R98{K)BoSJKqD7Rglq@OPl3z*+k@tE3I-k#+nKS2{ z=f1!9_1LOewKqyLVNNr{z(FP+x#s6}8Z&Wo`>;DDzy$s4p8?x42GT`6O$+WZFsnbU zzj;0ri3tx3azvO2GJZ20w1SDtzp8aMOHp{W?}4i4MGmqmCaUXHIEb;=`u67#2ZtmA zb}e7afki9NQ4wPf{%Xp87^~r+rpeF5K!UrkYoJ)^t@OK@w@5+ zt7sIYmE2$WZ=~>$?>pbgN^;#5zmLn`<>1dE&G*IW9QZgFOzJgraM{{)U}-)FH~il1 zzx191vn{vV0tU(d)lW|>?!1Kc>Zu>h52hehEZ?>0X$qRf;-)Bx=%kkArx*yQy;B9L#m*#AyG=L0NX0@YH+?zG)_= zkA9N(7t1z`E8)QMeMsxz5ei&RIrIKZlJ_>QcR3|J14bF)Qt}TuDB3dV@8C<}r1A!@ zAl?joF0)~Vsb;``(#_t?C87aObb_XZP`X4rz0-y z6uIvcXWb=7+}K$3o2^ts=irn2WlB_o0@W#fWFnP9%YOnlSv3?I{N-$!!4ymcEw#G7 zb5QtXukA&93JZ%TZ8zPZ;8Q2q79K<)cB5&ifFy;-Z!Q(edXV>JH_6lTlnv3Id#jhM zr7-{aosQjp6k_%_e_54I-pgK3>nc(QX=kT|_Y_f3)As3F7Dj&G0#D953N(qjyo$nf zJfq@%TI#TIX6-VK;UNzAvg{A6FwDSd(?g1D3^Q@D{3!3L;Y>ul_6=KeAPeeSPhK>O z%!0dP-h%P?ESSW1{99+0g+*}{!99hUuxXqNjBLq(YHF=Vb0vkN$ty$^Qb~PU?Am91 zf{lhpHWLl|SkN9-Jsi9)9TFe-ayz~q&XKx}2o9azUeCZ%rGK8Hj~OU!*wsBs{79pA=8lrS*_gC#v&R1&5#e#@ zSx^2iud&^;n1K*cqeW^p4De0v89Kj)iIxpp^o}VoVb#8E^&vSXF3P+cfEa~KW17c> zNL|IZ^Lq(w}s-5EZMbHm*&9l;`FHs&7*8 zIrhoiHm_8i-0f&xz{^1Sx$0YGg6R;h57gJ2U?JS-0cD}hL7Z|=VKpy>uPW+t*GN4- zX;S*y=S5-l@}v68ITSvbEb4ytmE3Pe!wcCR8PK1a$@p<115LYf|F&+=fTVt#T={1T zNkuwGwz@JASh7kg(IOqW4X%{*Iu`iesO&rZlZ6Z486~P!Y%mm^zA6zvQisGW_VZD2 zeC4abG@~#vO(VO1|nu394SlngW1-g3@3Pu+4(yZK+dNiLu>9M~wa%Zs zm*G;I{45Ic($Wab#J@-wpC*#G}A{DPoxvvTrE2Xh%|D87p62VnDv{QSoCT>2HTK z+x90M<>2&kqxxU3+4wrHv~MLBIX{_rXy-`^y`x!N`AiDCMcn%&$aBy6oF6qxpwKpT zf0^PT3Mp-O^A{4|!rf;xts9xh`Egs|PAm(%_e}IQSa5J$Urubr6mdv7#GzX~6KbKl zLMfw}=(#nnR-upud0`35)qAs0^vL$4--0akF4cRxB{>t#6E=*_$P5grGWB?fUn`5Q z=q9kqd>bs2Pe^CuqDOLl9-D=lMAJ`E<>}xljvJ)9nTT;Z;lZ(Fz_&5iu&5^u?JtbO zrnA$qc4vQx^360na1u^d?Mg%3m>G}5P#WGSHq2x6rQwWnz4+0$X;?IqZ1M3?8a8eJ z^HB6#8cuopYDCpC;J)xCCo77HnopktKWU_6d-3zG_grKi9ImSE6J|sC*p=J0%h?#w z34MEiBO6sbCkGY&u^?2H$grtq;k?l$QAsr>ex)~Zuj*x>`iuME#wG^V?XK7&w1J7U zR}_4p&4i?`mBFMD6K(fg{7&;T5h~@QvW?^pE+LVI&6N!7jd^u@=OQL1B}Kj@N-|OE zu}?u%f{Ct^84NEn7o(nUZT=a?!TB#n!K%s}JP6D+{!a48`KuMJGsKTIJ9n)RCF^bA zTpGLM5eGNdWXZYK~cjWrpuc%x#4Pc3U(D3^k%fDKm;vAtAkPz)%9^r(=rB*3-qrxT9b~|PtTeP@{vBa z7;X4r$U#&2%%jyr?t)C9rD&DDql`N!a@+M|{W8v+{ zW1Xju*wD`Q_P9v=xLGskVo&^_>-|)HLi~uZ4Sr=u{Mh{>X9)vFQ%Ym5|jIZI3|=(8`&Ab!As4bic>2|e@psbE+>67`%UI?BJsmYZJ+Q8 z;>V>)iB0FOreoauLsOM33y)9C4bEIM4s)~(+7R@p3k5LcCzR?I?_f zqP0}Y5;n%0%)45NAD$b!CN>g3j`J12d`jj<*p6qSqQnoMFA`;j>P#FHES(Pd#DMg; zXW`0b2GnoX@Sog7{HV9xwe=7az7^kYoi=4+hn8Uj$o?f;Un-ta!9c72H(P^;4ERrt zrrsld+@K}5)UG2r{Byce9?2u(0>9_B6F*}5rG@f|A8pzyDs#k-jRha_KkAYEVdj&d zvVnuxiw5h0$hvgJMmF9hb90NA=DFj-WL+Q0g)3Q5i0tHqtg8BwgbeE&fSipGQ^LI_U{j@yhL)YMp*f)dJaY<7qy(r=HNry@BY|! z4%8~t!pw*tRef)+E_#&$EhD#jOOii6&bzds=v@k`#Q0^C0#lLn{a2USat3s^8kV(? z9I1WaNYd-YY((ub;_a~JKxO;mVPP_7zr5}IIO0aZ!9_jw25-YV5>4BuKoTSEL;y59I8h#!85)8Z@4DI~0HX7bfhxU>E|zrtVA z2NHE&3(08i!;dnA?~f| zQj$L^suKE&I+!q6ZgQ>8hJm=pR&h5!5hwh7hm3Q{{$;MK`T@xw{ok!<@+5z(^L>`4 zMDmB_mEIfr#E~Ewx#GV~tBE?)OyqM&Vn1d6V*UA~_ zKCMd%je)NpWh{P^&*Md1^+VP&@soY$yu@lI?q34W_m1R`q?x$V0&{X+v+mZ`lh{Cf;xg7^d~S_l3!)@%_EY{_vmt zb>YUoAneSue!KKi2-208Nme9yqC_(Nl2?o;&Sj2xSp|6_yTvlMbu?&jeQJ}{LX>Gm)6#aN72a^gz|*srim>f7sxJNC;G&4Zoc zps{aodxtAJk618$?>mDo#kC;!f+H>s{BAKd@k9EJtMg+@&%>z5wMNZ403QwvmAqII zgcD;1ug-7+uwu{cD|J)napm&d_lEN>NYRKnd#>LN2mkeUo11yUcc7}AU&b2(kF^`( z!+oK3#c1%8hCdeiEgMaG5r{2J({OE`0Q6m5r)Zhthp9*HW%nd}V3rvrsW0w@w1I-c zzY9F@u8LN{waE>#uk>RchkByy!>s3Tb8nn9kqFi+_eHMl3h6|?K&ak+w~VNUzbqK7Jzs>U>g{=2^uft@f*J!LwKx z+R2mz{Gj7!jQa5nBT+ET7i<_Eih$FT6L;^7(~#t<6Y4Y`0t{$ZzN-ksy=Of4Sm#6W z?en|MS7k!sv2L%whg~RSpKw1i7bNFhU3VYy3&ju_T$^-55IZBTnOPDHF3UwOJBNd@ zq2#59>wh8mT{3giEtiIq=N}aJ{TGg1a@-%UsYOEMM%lHdm?)eX$sUX5j>ZlL%R3UL z(Rke@^w2&w8d=U-N|IZmAw_fZ`P&i&v91%mx!p8G9MWhJccbBqbgyXADH^5}#OGDM zqTvv~uW0Re8mg96a`kbCAoB3^V;MDQuB06?h9NOb5ENG9Td`;s5Ij1omn15{B z7AJ_D8*Ds7b46K2{-~;&CjtfxJuKh&fbW@uhSfiREV-UvBJ(>Kjee%nIubNI+$H)@ zQa>EFW67PlWSx$e`}N=BkAV7cZlNSO8c0s!^sjInVI4BlW7wcZ`N%BB?ND#~qGY+y z8GJuc+?!>b5i9=*@O%&*|~S-@EQFpU3+nwb8+$Mm7in0a>wm z{vlY{9@H4gBz-t@{kdb3CtO>)zdM9^qP%L!=~aH7=sB|C#MeeQu-=u`tS5fFPBm7{ zIPZn0>wk{7t@Xj5D%H%WB3~>T|J%Ruz5||)O8AxTbi{@esmt`eoKf5BhJbokY%qHJ zrSrNo0`4tbDi!F6gR;M4(m~T#!BJ=Abj=hF$ln-xm`$%`6<5Ga!kPLlA%A^ zS4v+ktPjMTYgT-{NC4DlZKQ7(_~Eijwub38A6)2cIXoum1>uF)Hz^8ukbPoy=kg71 zh&rg;ToK}l{`lx5m*d`Wd&}l2dFG3bNBPZ?ivn?1Ic1>Xh#%f=$`RVx?TstF;BhXF!iwa{4X&DWB(k;j-q*(9AouW&BBeMC4|}Aj zGU8E_d{ZU3BLUnJI*aeGOGNJSx~nI06Hwu_OIXG{9{*|h3O%onMYQcRGp8v!0^I8s zFZvY)o}$wUhkiuh*;Nm#)+ri6$Xi)y==vxP$ax;A9y7jih|vr zZ;4xn!Xi2G79UR-B!^Rtj=O~7)aL`ECd7}9Re~MKrNKBV(i<%QIT*(pf;2}zhG4Wk zH+y9k4cx*RzZ$=WqxZ_+30{>*oaMwftffccx!J)rj`O3D&sDUp+$By9r z;BLGc1J{m~XRkA2Q5fho@|XBw@^9T9|Btb#GI-}c-z*lJm6jIn6No|eh;@caD;?YK zx&{Pw(BUwe{bGGO9c7;XEg83^W1Den)2`<+C|}`}SwQ^A=u-`_DC}o*O29aKF#FHo4ykdee^YQ;J<7&fL);C+~@a z_B7_EG#|VP+|(;}${*76ORoeR42G|1!q z4O{CQYs@3Pv6JPRRXphn0}R=oEAWSaf@p=YMG%zdf0!Pq3Bik(&#mgxJy9CUHFY)8 z6Zttup39u^ME!rO7_Nq%_#J;VwCkQ5cF3x|ODy+*^vHrsC$zjUTR8kSVZs}F)lM?X z$-eMWdLg3m#R2?9kLy1jbwsQa-%z5vGd`XSl}mcj9bmb2RS-<7Jq+H*1>mCfSr6%-=b@xiN=;BMNGcs< z7ZH;hj1`A!bclC0S&`h!y%A>k{$QAsFDm;6H8?x{p?YoOCaOOWNk6uo%lhGuc(Ih3 z5I;ZYJ}w(Q#^r;;tn}M`3%t-1`S56ukO!1=OQkXoyTNHL5U+`!3#6jFwi|e3FU2P# zT;L07Ny+qW5`jqH^Cd)cqaV~1&-&hYYof9 z`Rpio)jTzPbdZkg&s-YII${tv-#K`jX&j{MX0FE-#KTTjaPis?2`JflIG8S*h>_a9 zce!5@Kwo-#z9~cX`t*@7SMfxG`u#!|;6m0)nASU=S0=b+E zi#F8IpdRaVcvE8-oWGxYb(Z9dN%bW{&Fex@`%e0Ap+PA0{(I_`#Ty1Q_b|!##FuN6 zH1{gNDqNu3WA5G}KZ`63<&{_@*yl;66-){x4N^Tv~N}=Pm*xB$bCpxHL zU1nKb3}DUmbjylZG*oS7NAtx(EK~YklZQ3&G}rCvJX`F0Sm|cJ%MO#>%QkoZIE8R8 zAD$ZeX&8;IZc7w#!moX|I{jl^p_V+AfBCQ{KKw3T`QWDy(y9kN2FN_5tzBg=H!lP= zHp4SN#YwIkJQCba^6#O&+Cc?F;jk8#`cywZ0{c9vdqpIF9IgB);V>Bv1?PT!gKQft z9mv_0MDmCHJ&UV6{AciDL;v##J7|fdf6uVAYd82X{yDFpI7v_K1sWmbF zcw2BajAv&MW(*>9T%tp;M*N$S$0bi}Y8p~`66cA_+|}dH13j^R)Jk-@7jaKU<@0TunNoF*yQc9FIqD7?Avcm84`|CW;I;{Wgcmz@`sXl|W z0Ib+H5SaJn7<|OuoE)(Y#=>>Bzn#@X(RNtNu7nzf@$V&XW*SGLTW?Jd_fa&8V+ZLY zqETpTd0Rc27LFK6<})E>3hv&U?-ipQg4<7YkUZ0nli0I)NOE32(q3yWj z8e{cjJj|1tS(~4P$i-6)pKKB_=Z8YcqULxEa|bA*V>}eyN!&PljDwN~7uU6nu`s}W z&M6dU;+xUZYi=quRK#kpdeT705!(<>;9>AtJ_DmEmwXZjneaKa z_m!6(8|N)TUR~mFpqcoqSX+#Xxg95EH&}CVDnFfN$>U<+>}-*3s$3k8m*YQu!a>;D z#~Z(QGq7jZkG%ay8JMFXG@0wp0Mlg$JM$3(5f>Vth<|5*!u6XR5@KS(>apbmfeb`f z?n)9=(ZQR#RBHMk9re=64_D1%VA=8PhI4xvuna5~E%0Yxu{Tn0iNrxZ!+O<877zW} z?YP{j$wRu9j&?z2x zk3zh%Ja~Au@ZZg@<~UpnnteZJVLYD8%TPbeh=&=6`;;2uity&24DGjW$g0|s>m}v^ z>cUN?VY!E})nQMf`dly6h_8Jj6X=VX@-K2G-v%IEa9iW8STI_6X~Sw&6jb$P9&Pv% z2_s3-PxpJN=+)Bs@q0c4K276)FYIRGUa`3gcbJJ%*7V#9(kw`Q9}ZePmxbEA`?3n7 zO#B>aKT=oghORY%8YzD~@Je{`Zf^;1&>JOF!w&o5P0;eeipXPlv@pL(a(5^OMn~>n zd>#hdmJia~(;~6&%GXhctuZLw6Qi>zD;B{i)hGYN1>=6gp0#vNFf#q!dv`?zL(J=n zPijaoMx|nEKioNnD7iWRnxB$7(|2|V3=hF!nc}^}%P61-kNMpp^)<(8LqPWJ!^rl! zk>#Z0gSl;}s}J%6{h8tXvi76+ocBKe?NvXxzxZ(UBg+Steth8%d&6GLso=x$mpdN3H1 zW3Kjph#&aT;ruT)45DX+H)Rt)zTIqmwZAzU%BzhYNX&@Bz4Dtuawo#^HtLver4j{Y zPEiLsl|o?cn{T2&I|#=Ogs;S}JcfkalT1lQFp3xHhy)%C#a+ScJooZ2_-N1k6D}4F zH!tI*iaOyiSG?1&)e?#gk@Gp$MRNq;wyLHy{^RQJ4BnuJ+zCQdLt z5}{R=bl#*j9(QEq#llB;I5}tLx${FDL<^}3uO#=e5(_Ss`o_S%{3jmLA4t6yT~aTt zq~kRGZ-{L;4R2DclEk!VShQ5Vw7`P~VP%F&3h^WVWAHb{FmkT$@zi@)EMjH(oomae zaE_W3^&6zZUDd4N(63ksTdkQhe35}-U*KjPnyR?QM&!a;NUVRhn1cda~cHhG>Om#!Q65kJlsiXZitU_gO! zd_sfxAvU>b_hRD5TwVQ5UxnkK|D09k%;e#%lGI~W;)ht1_pY2E9)5klH``Ky2h9by zSLllIP~yb3Gv3C7ct(LlKtUX)tPj;CpC;>4HmL5~ACDnVHJ4@Y;;}G4?&T8ecsz`o zQ>#Jzc;P!_YfSub6<=`YH}NC(3B)&_;lcU!$yQzB$Ag+4+QXJOtbLKKnne6al_=co zCLE8Mn;o=mLvk=6aIOC6p93^;LZgFnu+aH+LPT5+N<&K$n_6-(^!d$#VnsguS}i}i zy7IBR*zJpD0Uu2##5Owq;$ug_+bncH!%+IRfm@lwcdo6Cii}-1D37@u4R=`=az`K3?eUl>JYP{9o=x z=*Hy&q}~-|ZZi}>yrf2lWzENcTv0@N2p>yC+v!f}e0-R9wR!0kKDg6&wQbY*aQnJ+ z@<1>jS9PRD)<6K(R*_M2Hvtx(7*YwO2@r5cnje)(&RwLAIy1=qi~B8WJZ&Ms?i&^lTaOCxwe7m3 zo4Ei!N!53_%LGWS84*z&=i{8GmFBD$WL;E$H`Sl#L)1^M>`53OA#uGWuV3>K({kBu z(F7m&V%~Kak?Wp>6{%T!2w*E^)bVbq0FCp-?-`HrVX8X*yorosZ$Fu#v4xH`kJkG| zwlSdkdwZz0Bn!e{bz{tTvY}M$^!;-f2dkntKiJG6-)FO9mM7eJ;O;7M>z9o~{7;Es zJesAp z{m+hpfB%eDxbLT-q{2U4zB3kQ2KF4@@tX?H!Ox3l7E*x|QWb@dsOYSkW4Bi`7Oq{} zPHBCnV#6whbpZ#dXzbpja%Bw_^JTA;HiS^IeBrl{Yi6G$)Q*tWKwaX4~`jjS?O4-n80P`{+<8Y)}ifBj-0uRyX$0a68-N z>fK#5B&Q!yaMGutSoH66jq5bbxW!m{=_d{S!-v{irfA6Z-RGxd#>Tp&<|^ubHYmB# zF!f<$L}PDXEsc#Lg;#eioY;u!bR0J^WJ5*v(BuD9=&TE`zBhz{pxdjL3rXj*0 zE-ssX8q!YXfM;#HY}rZF zOD6~I+(P#KA&n{jAU-;5Da*YCe9TZgdo|=SA1AIqcRxq`$d)t>(jfaj_+y^sf&>AU zyDHi8N(DG#AEEP+_@Q`Fo%)^l@y=MQAcgpG*k#WEllZaJ@ZrcC88W{uF;sdJsn^hs zt+t=|h<+3sT`x);iWdt@BlUXd#Danv;$emQoV0G@N4w~aJ3omZbB$;Fg%UsP|7i3- zEasE^;%>Hu_;LEIPk%D;Bm3)!ow%t0=jU0NBoIFe?C38ui62gZY7L>pkNLv7ms!M* zBteA1G2(}=v)092Pd?rZ>G{Ux@{y)9 zd~4}CIwp+VpPYTbfW@y1f5gRD*dSwgfKK+6bL}Uc)*$k|E}Gw_Lg%7p+3K>54m{+P zygxZPHx7p^n^iBbiGzapLZ^Wa9=7MzxY4J$NV3{ft}MdEZCf90?l(5)d zCS(THV2E_tZIV2w&aS+qswtD^P}(3$bu?O9Ru@nuQfH3f5cW$-K@{#jDC$xOx8Fz$Al(LW}w z*6*dk`P%_QJ#!l79Q}Sk%8&-i=J}7~YiSrW*&*Wii-yAa2F-`3N#Axk@z#v(Y}^h} zIs9oa8@A?&^y9v4EHIw+VkMIex{~z0ZdbAne^j#f8?zxO$y(RFl8woS_cuPCBo2Id zIZ)}v!3d?#B!$g^Oy1KaZ;AKDVwu&2iX3eAe)X`yo{hFf^MCRJHs-{oMs2;uMy9jT||LM@KOj|i(q$^w!y@?;kIu~zx zMf}L37Sgy2_^>ekyDa-Apf z328IzoE*GtOe3JMXOpW;Q+{?5#gZObN%EHT& z_#vdS=c?~UI$G;3xW^h8kbS3fyyOoP&9elr95vWTkIpbS>&U^so{6>70bJ~Spni7U zULL*${b)ZR6$ktCe`Nk@$05&Z@`X6@L-OuRvDR@e6w6ny-#5uYmD9YMkuPlcd+VkL zHLwt&`R$BoCKK&tYL<$m4@fG~IAi5ZLkcC57C`cc-Ih)B7{90p7|Y!uT|`ArxoEX# zD-|8D8TslYe?*B0MP`xwaq`62+)#LJc#DHA`o?R+6E5>AfuOe@Xz#Ntr=3L}r3 zG^{ghn{mvD0qu^Ig11YU_t@) z(P!}=88>s!w@7mTVcFzhjWOcOBE11o;*N4k{{koCM;3m49SqMweM0qk67eG~E98}* zUk>`!V^se{<>2FSx$B23bD(4@nJP1vkDSSL&3k+J=$f^4sPqgU7jGOZSlvf*!rjTW zKi81H#mV!uq&MjkF7(c5$r8XpBr|>U9RbeX?^NITS^yEQvfw4jAM5P4pZ`w$nDuz) zu=}6@>9?bc6p2sm6=&pG;G^nb{pb|&Ba(gO>I>qB*M`CdAL7TsX%CKw9?21#Z+Lzo z`6KM*1@B(s$G1Qmru;PlF7_-kxc*RppXFPZw-G<~CA(x@AbxCUxcT)o@#FKdyy7O} z$NZJKJ`Ti>bi+$#lOKr(cix#VCVo`R*``)X>Q#Q`_@YsL0c^apW0%|TQJMEQt%CUB zIrEn5LgI&3na$`a;zzP>*oYzVW97?}w;mHe@~+A<@<{&pb4O)^Eb;9sw|ZUT}uS|2=M0t6xd{*jAwEwT}3qe%|b` zEt${RqSty=B!3jUCx5!{Po8UHTwHQ!GU+cQa z`s}kQ5T8N(NOPAymqYrIa^t%vVn_K<`CjMmM6NsSv%(;f_|cl3wOK(?fTCTN!S#R0 z?( zLfAbsy&tontu-{S;T#i1Jhi%E(*JMN-gNS(KMheOo>lDUu~0v?Z9D4+73-&k62uFr z=r6UKH$wWCQc8h%;p$kV?lf~P>?8e6l;{K60V=xwZ9nCyO+}ka@>pIB71#DNjk~R5 zvHIX+39)(_jwUq5wVE(+Wz;j|mLd~Thq@lRh_JBk#`pSx{Va$$TQT($SeP!|G+a*n zkV&3D^A_<#rH<44fcT*#cS2r)u9#E&Aq=FIVK8shFqH1D;b;cxJ`fvPbL4y6k1TEsKO*s);kKQ!>WdQTP!(GkAb z=K2e;(G*=&-(1-VQ+-}Pyei($$&Hh6Cm`^)r_kA@RehWov zd__4>qm3&3_2;0h+P*d-frHuQi?tR;bD%Do##B@0U@AZIjh8JOUG7=(*GT^oGLg}* zSI$OshWOcCC)kk9Ur^<@gALPVZ;Q|VBl#nyKxOq(;*n|WXD?|E zy)3fdHd2CgV*~$&$#E(tRZPmG?UOg@=$L_koN1W5QkteO>`+Bb~ zamN4s2p2W`K>P?XZK~)aeoXh8v^Enz_>u=L9}qvZ_(C44Ge|uwc=7ui@nc+X#l9_4 z0#rZj%%3MKKwD3(GMD&a6J612@R<)}IXp2F7eL)|?CH7{Ds6G2y9(ljTK6)Fv_;|VX z(g&F-K3cfkFDJ=-bdvt&axDc2e4Ds?-%;{BI?KvSNFI6nWW;lLxd3vsZ0*5+q`zz5 z;-mSB4--LRj~Q`S!S_iOC!Bcf+ua=amJiFNHwu4}|Jim#{xl%h)gSKi|9_4XS4lYb zj5xJ4^@5AX1j$hoALSFtI3X3v)*X&?v}>q+Zu-i=gYjA8|MXb+m@ip6ll0%b>V`k1 zB^)#^&Jn7uVl0G~?jdSmhkp!h`PB0+ZFhxj3PsIJkeB zgR_+mG5d)hgEz0MQ(v-(lS6X65++J?`;HXS7zmv<83{T=!=bHV9r3SXAwzHb)j;|e z%C8=!5z@aDFX&b{MEtN^eY!tQI~HZ%yj}GMsZcah-hRxM3O6m0BfUCQ9Fkc!{)0wE znQv5OkV`C#6q>x*q+Y*C&h9HTW}wMw)Yn3ZiG5AndddtI_P$9?UF^WZxb2xI{QtM&M>o#m;cK+xuAbyySJgqmQvQe_mR$-+B8#DB{))(~H=&oSJ z<|(tW?AL(ly$LqPZS-S$12|}Kxmq|om4g*=f{8lP$DA5@=kBAyfnE2wg1-kFpH3CL z!$mfh7%ZaSBKf0x=}>LxaW>w`N<0c9ebLq~{X^=ce>q*(Co)cQOM_=tBSV%0`I_HX zV=_ab>M-M<#)VK&1G|#ruZQCC`$Spmj!?*{Y^j%+3Pr}y3`VX#1!>7M=a|J%uwi2P zjkEO>Owf8%f)<5A`&aq7eSu-PT%zwk_ih;E>3`155f6us`ug@g2H}WdUORExIvfL6 zSE&^^groP8xul1EIKFecjH>pBgHtf~%hijac(wNVwZVI#_#mfzc*%4qxXw+xZf>T) zW6>>JW*7x*{hR+Df2KgD=1;PTS{Q=vn*PiS2*W(h?n5c%VOU?7Ewy%#92+)>Z>yo; zU(y&MRO$zR;KP0{Q4h5B4CdKo36f8L%q4c7Vf{h1NSGu%OaJ%`sh0+KG zc}C^+=az&)X5^+;#d zLeii6|1J-Mc+s^rO!F}4KyI&5WEjjN`i<9L3`2|Hy+JTN42=&?)CKJi!^K?6VPOvn zobDW;PQ_7hBgZ~E3AbjPifP=RK&8=4oqth&6&6_=AT9eZ+|;k(^z z&PPori7uzGLM$3(tZI4C0vmdQ)vB$P% z<4*Gkdpzo0;dAP*9mI9KoZsKFL%XTlD*H}5tk0Y)RT*rLva%#cuUZFmP|r0a{O5?Q zqLr0DJ)O`@pCvT~XI!>ZWSuc|ft7|%^pSloh_6$5-sb9p1Py(iOUf?Tx^Zl#`Uhv! zRek7`$Z*6ehu-o13XaGaR*6;-a>Qv7p@wsIjyQSym{V*bIaY-0I~6!WF@HU)tj7VT z)eZ(E?Q_77Q#1WH8aN>Hz+6gytOHaI6rc6K>wy0O009606xVq)l>ZmNaS=sCB~c1} zZ6V1L5w0a7%2Lf@cE+AC&)8D7vP3B@k|l*wsiY!GqD{7>vSb%UMHCg0-~IhH=gi@m zd7d-(^?Bb4-=j@I-4r-i8^1NimI>3cY^}f78DPD(xHQI@0UDD^tiv=0B&vrmQC-h~ zM@M8sFPSocn5~|iNM?YRjPSyf-b`2*{Ym;_2NMc4{k?^SSP*5f;MwcNEQnpCv3GWe z2^R(;_9vS&A@33O3b%m)=^FB%|5YO}yTU#!@K~ z6U2DeLS5NRIJi)1L?a)wx8ouAMVf3SL0S^L7|Ew^7$%Bdo5`vcV zJUE_sxINE=fb8=M87ue%xDtPh7k?taMa9=OLzNHenGMM+{Q2NE(Bk&J1Ycind+q*( z4`NbhUTZxdK>L1mNpd*>!Xd+_FI5m=9@~&v@`!-X6T)Y0ju6n;?el$CApw8Zw(Y*( zNPt}#kCiw{Ktui2l=ZTFPz!!_#%hcQ`cwZ+NlFp$yhurBa2o-tZA>`rMS$}XX~6!WJby)Xc6`kKMrsRky{#YN31>$+VdNeVGrVe`EU;5A$K8ZO-Io zC%pc@nM;}s0&;R}Rn{FPK+hvw@6TNVgvyN{sk9SNFxA-=zJL#3yM(0M0PpXGX8Z0q zJ|yko#=LdJ&v|)x^q({zhPD{#uNx*n-uP_unY}izC-7SpE zh8+)|z+!y0zm;%6(tr(B5|hS{n^}-^?3eGty)0|e-xxq-ismo#HL4I~z9VAUGY;o2x=Z=4ey2D+sFWzrWa*J`6?wTf~C)0PCke`k2rex@kkWAro33$1Gc3&wx0ecj;Sd7%*IK zUhwe(`k^O&I~DyXR+P2hsl|i_ueZlmqaQWSVu#C^Oh`)&?_y{2fV{Fe@JkU7WVHDS zWzTugmY{F^b&v;Ajq6!2mJ`tZ!GP50M8JoKdRY=@33%pbl{)i*fIEkEemvjAhgyLk z&xAyrhf^k37k2WY{5da{uM`5F5ptEDt|4%Krlm2`Hw0Xljly5Q5XhWdH@m_s1R@Xo zH2Fmf0mqL==FesGpedtc$CXDs*f44kF!F;3EyLEwINAifyFIrz#+!h1H#Ny8ajsZZ z>CgS;_`sK`vi-v1!_@GdKD8TsD2eO8Zt|HA8H*in{=J2B?zgCLt{CSkpP724gn&AZ zUCf>P1PE+cdR;M=fCatXhLcwaD0$u|D};W0{-o5t8~qq;PjQGrKMuTWT~Ij8gGX(_ z*Efg~V4Pg2lz@&d-DqOp$|m5;l^8zLh=5mRTBK#-_4mL6{Fd?Q)f+c6?|omtJ%GG#@hOB>O(m(Cck)XAID*`FESOulyk3aPjB9 zC3OVs-)|u-bdG@Z(|U)`hT;8vXw23?H(w8Nb1eG_C^cfabc;w#t)k@NeMtY~>6M!hWS4yTW3?-Dy)trTa{XSno-X zJivkg72VU?Lo9IZx^awW%!cwKW{ZLdHr$`GoO$BM1`YF_9(-*!T&1746nVsg0g(+% zK|>aN-M{L>=gmxzS@6dGTP+>VvMug+?4p77S;ctUE-JWd$cZivz&VpXDECT=3jQ7% zrEg3rAj17+_4z#+6e+c)Bag^X*Za3kXp9W@q@1$WBr=R`+BSK9h6GH3->q49NRTI+ zH@~Hd1bc|u-7js)uuwWl>QOTVmMz>$KYEo4XA(~xpdNGsW5b?;2{H|Gw3}=PTl~JgO3Q0~2Q&|+4 zk~2EWx<-Mbn?Ln8p_gU(RmG!Dc;46cK7Lk$^Zm-;z3v_c$gJfy4wD(+byjiLh%^JP z$82zaJoOvP+{Rk3c?(ccV1A*;CX#PhYj8qJWNa4BKb1k^9WEY;# ze-72;rx75&er}qMb39hPbCu3UJ{-H{Ev*~R2d&gK^~xQ52<#Jhx?C{?u9a`ePId`_ zQ$w-SO6W)5;kVU`{6oO>UVlg=`mz7^!|RXeAy84%qgIE0ym7d>N3fCyA1GS(`+o9( zUwvlm1^Qtq&R$T5eu&zt?4QKXbuNx^oIyVxF>J!q*nBX0l%U^%ejH3&oIHenkbXT= z`oAAd;|?`X(2r8~R$oo@<8ShG%fyh_IXW+kt+(|NA^|atY4A zd_gN6{V?~?j2uBfKI-%={EL2Y^&>Z0T;jv1VkV6Zctdrha)GQtsi60+|sHvf0o9F$R&q76WsXl-61|b zRe=wEiQ&B+;{>!H-xr`$OMuz?ujlR05a96C>ANcSVx7Duyu$ukW&hT1vX_7;vXKfy zoDa+-`3o5b(Y2q6S&Q+0^Z6pY8zTfTJFh*@mB)=*T%m&O@%QzsBHZBRU^=@L zKR^DeL|2vz9T*PB6$jku5K(Z3@ohgHMh-EL#-Jbj9`DKC+)smVvV$dWA5ejLcWW=x zoC@dszR!lQqk^E4>by=M70P1&nx_;{VdYeC(fU_Zu#qxna(XBbe67@@#uodhPPTtc zodTrjmAUgAeBUno2>AvDHZ}|&J&e97XPzsyKtE(Ri8hI%A0;!j2m4$ZaN&!^jU^NY zd#)FA2wTP2ZC@9THX>fxhb3hMPUM!zUYUV zEU`27024O&-mQEa#RS1Ech0uo=Ye>BqeE8}4^HjrO;*Ca<%`*q#(^(980^1WJRyml zzj(iKu@!duMW*{~Bmr3!PkK#oFZdXs7uL9#4`n9B#mP9wK4-6Vw>;oOZ0tV5R5%2- z_R<3A;ZxurrKAemH7)hCt$l;pqe3A;64E*x$hof&Ab@=cspipvgbgK)k_y z>9>pXqlE;>6%I;$!u@5lgOo>AAfEeD2QJ#-?>{WZ{Zl@kyTQsE_{V+tkmc}p{weM+ z%SMw}Ip6qjck6bc)98j2=+^u#!cM4lcKe8Xie^o);bZ{;<#n?8{y0|-qA`wH=Lxtp zC%CKaA$C=Y&TPy_0@B75-n-y^-EHzXMft^p(N|V8=T_oOQX)a^MO*ie5K$V0lRkB+4Q|3z|HW6dpY`B_oZIa8RtqZ zCcu3$p0`Ji&kdJYF+j)C?ofI<69$`EUbi_c*a|iSu3ap!=u2Um;-0c;wVCC;KsH=T zn>@nASFNHoQCw?u#j9O(_7e-j<8peXf>>Z=s@8tGoC%kmKlK;kJak)yYdH4O;AG$x zxi7d+%=Ydtul`8^SNXba{7woSQPT?esld{5oCF)~GR>E#kl}9P^{P#{zvwny_Sv3F1u5&W zq&+M*5PH3aYh*%$%9RQd-MGKlRfqS3lhn}DtWLKeS*{>9!^o;uZJ2K&EdO-4g5d+jz z&7ACA7?4qX@X#f6qG!Wz+d5SSoT^=?OxQ7CWOcRhAnqGW%f+HEg)rfk_moXxKNC(q zUGej-FbkFkd}y%+t^)pDuG&XXZCPs`>5<14Z4L^2_{y z@Tq%qJdp{K`X;qv6)aFQ^sTJ>!v=5X{U3*o-CZ-18V z1seiDjW|#uv1Wf1;SMsPV`uXtJYYVw z!F7Bc7Zzt#N2Yz?LV?JePk)L$A+XtN@Ia6k_!~GR*j@C5M-nx6{N8Y3MO13ev;-Hp zbk#X4ss}vtUA@tr>JENhv*Naw@cR*evex=~fM{0fk|oky&?|S8%4p`o*v4%p@p4|^ z7d9AK*uaI)c{*z0l3XaiqOdlY;{iuCdnUhCkzsp|zwQrJ8i>wV4+Q5h!JgagG!w-J z#g|`XUI@AaZQ>~{(7^-B)y8*PSa3lxPF!3NKh2Qsei#f{wavc)Rl+SSG*Sg3Q?ioel1;J1Sk_%D;FE z<_lLiWV5?UIBO4lDjL5!8kdcYbRyN%E zDs6F6kqzJ8S!$m4#@@T&qO07?29?drM9Uc*NVMD@7;%&XQVxstCKEZJ&2or#4(7n+ zSFFfjUHsjx*%0+9mks+1_&cfMhR zW3P`!SsNR!KXmgYp5lDc2iga^-QcXbv0McDA+}V{S$W(I{DY>}fA^vRtx&-7{B=6~ zqh-As7-YiL?Az0hTsEA0(h(iD$Q^PMX$Ezr9+1S;)cRuQ2^xbUg{@g$kiwau$2WOH zv+}#~omD>YAvkf)mFWx0{*e}}hrZBt`H$JtDPO2lp4hFn+z(d2aSx*(VZy*;G5feO z7Q{KJqEv+uIH z+R^MbhWB>JT3`EV|5FUaVE_wJyUnWUp| z%mcnER*LU1=Yl|HP3C{!xR4~RTdj7)6LiCBtg_IL>dpsV^eHx&tSV$n)pMX?iMEI! z&U;__NuRY99N2CA^8WMy8;XrODh@V!!q_SehrK7gpd@H8eyf`|j13eDtoZE>Wz}X< zs$6dvGFWh9bB-5KyYo86w&C39OUnp^xPz0PfZ+H+4-n8AHd&&`g>fN6Q{hf7^u*>4 zOWnfj4wbzVBD^5lew_9I{diOU$lxA2&^PM&Vi^6{D>)JtfqwjZ?G=9C%^h6YN|?=g z97xv@s;lt#0FC6VqslT|@U~g$v#o^-Q{uv@Cs%tx4{hq>yGAZ-P1fxZUB-p{C@r;W z4-crLzg3sJNrp(B^j7YA8gzRYU2MFGh8_B#OHc#@r1cvg_(|(p0KH{?MOR5e}SqWi79yQ{A#ywtl_ys;f{p@ zezR;CdKt>}qOpK&ar?Fc?h9WRea=i*q5@}YO!FN2u>+EPr;A*n@220w#&zfj9N#nR z>k8XiMy?&+vj_MxEt~AQdtkM^s9)1#SNP5OT9jAg3ZQ{jer=5r`q2=%Ktu-p2-ti|?wvUq9N$iV zU~7^=etz`b=^!$^OFVyJESv-b2g5Qqo*@B^HtA^`jUBb8-Ziq74BmF*R{R%ah?q4M zXJp`W5xdAP-pmFK|AXA0=*OGv1mVxpb4rnb~Rj?z31Met3x_VnUU@-K3YtCghq@Vd(b?por9%o9u zvM*wTcJ%f$@6nHqTe1gryV$TI!+Pak^h2ez#$4b78@NkC-6~(OA*)AIXk@?*iga3+ zxIc4))}P~*=EH7amiWQ61oyxX8#5DPj?=+wZo+yC_J?`oK9(BxM?{NM*xv~bOfFpV z;xYaX%qnNL<@|P*obw7K0y2X@8u-+2i=!)z6bl`^_3IW z663xQ-4zII?2kt}eiN41ALe!c%?e$9+6kB`1@QPnQQ=Q zK$gG!|Ndx7;T1Jte>in+{@>@5KJ_Cnanh#s1h;D)D<6`cWSw ztS*jz1ctlhKg9lUt(qH_!v6RuKKpY9`y+gXLhT{!kBUlqr3Lnf?ofkOEcS=!PKTCw z^dsPVpSK-)R#j(d{Qv$)Y5sBL4fe+m=`#aD*dLoyPio)5{t&U@6vkkGXxIE%u?>CO zSZ#k?mhKHZHY|Vq2m8bEZN|Y{*dLK3KlK{y4ObrcF~J2pW6>j*{Oyr>*dHVV zKczwJ4;S6S+HmZTmW>*=9oQc=qpnW2*dP2H#^`GF!$VrB)D-(;NR;Z-fqq1OO7GG@ zKdMx%7cj6t6ofzD@xcDL{xxlt9QMbv(@xvxR&e2h;6vpobf-R)zsd>w!!s^y$tmm) z$HBy>{@5R5wzGpg><=TNNxus%pmuG?iV?DD4t1!8{`k>pnG z!v1Jj=nU~0VY;Oq_Q$Tnbn*7gJ+MnVbIDcg zk72KLa=Z%(&IShAj0aIbozB$YVt=S=mF4!|r^8K$j2Kt!kLcA?P1mtMR`A!gm}7r@ ztKThf7W>0=EHZ+E{qbu0r{*~N;eRbe;B?=C1NzZ$alGXi`k__R#kr0B@tOU3HUxXYvd&iXCHk>& z?1jn!?2qovYkv-6e@yM_aInVySoY5E@!OFXZ;btU?7Ij{0W6!yp3x2yt7><|4T9x8u(-C(~{NV$5A8^n*O zLH8#&SnkOEV2yr6`#im`jr)soS&I6SN+t+droWEbjn~=v{zmCf4yYFu)_=T=dqsj_ zkdB@wyzQ##_!a8~Pv*GWjqZ7a$y0Iqy=&MXD|%Y%cKd?KC7Tf_?}rvedkl=mA;>KAkf#)k^R2xJSz$D$wIx3WZTq8~Cc-Wn|QW2tMEkrDdQss4A3 z$h0@`9y}?oMn4KV-A;6)A00E<|0cF_Ky~EUuo_+uvMq8|u|NI?009606xVk=)PEcY za3M1@8b-=W$w+p_yJ2Ny#U?>@8|P*-s`j9%;=rFlotqOvfb?+^@7U$I<3Fe-jF*~ds~X+16l-eJB@sA zxMXMXCcNJZ9yLzJ>G69((8?IMpV*)&nRVQRyRAo*;PjR=VK_G6Z{IMiyJJ5cm(tbF=4pisG1@o=# zVS_cp+>U4uRVfl9arf;&XK`*qLJ5`4}9_RQ#+}?*gr7^SZiCTwy!eiF=~O6&_BAH@9zcgZ)Go=UcO`kSjS? zW{~3w*VheNcvLzXlfOBUGAHjxAkugn23N*`0|5@Q~f=+O+S2$&$kL!U1ULsxf@ zHsMYvJmU_-sf8Z|Q`|x7d2W4tusiHKTRbDU#~qZ8HiRh@5h0mngRDXp5$0a6KHOhL zgfw5tvgu+XRG8Pb=3;+hlN*`@`iYQ|rT#g3m^ zV6>dy%ah~<=d6v|R3g0KF8y4r&434FjszK-CwoG$Lb=ZieJ^OGj+D|rctIPl+emwy zH`E?CNl#TI0)L9)cjq5OxNwS%8Q$d%2aTUCO;J1`qiV%W?7ll#tfn?}O%tK*aNoc1 zUTt5%6-g{EzF;UdD*FDHFAV98Y%KEe#d*rKYANsmx+V2bk2cO{N=-{S z*#m+^9<7@{?FlONjlz29$6tL_kumh6x$*Q4of>b@si7XuLOj?v8ZMD(NMO$vuK`k|P#ZQC34qk8P8 z+%@#$MAhK=dGzDS!#JZy=!g4w?oflfCluv>T-@7806PNbmtbjUkahWFr*RqA!PDtr z&KM%>8`7?oT7!N}G6Z$ZJ)yVGIfDs!|DaXiz>*i#l_iox&=2D;E`gos2gmBokSFNJ zPT{qT{Vkrrb;Gi#G1mh^VWz5JyE|+;uKeXeJo>@))yMU^3q*pFC?EQJk3s3w?-k2iF7T`0t<%)h z6=>NLZjW1C!TpeAwZmpN2;iytTQcVgEnx~yzPYYo`mEaiBl=N#&Wdk-!T}VbpUX$G zIKrOKFB9TK2$0g2c*)R!067s6CRsZOu*g#8;7lQa?llHIC)yD%_B;B9U2+8C(XMI# zBm$5Zw^o$ABEaCg>aEA05rBQS(cVWFh>)+S)4Lh{=;PMA`M)2Td)qZN(T{KCZ+kAG zAM8({DP}HebwB- zhjx}Vqkst47$ih!vK-+?F(9&dr_XpK1K!pO zJ-&H^0Sa1Q9}G<}fZ4x6OC*dA4+`rG$IIyuDo+}%dP9erf9XylLJY_hX($$YjpNiw zxq7&a4n^$#MgyN1@FKdR^^`OdTHhyFZ9mF{!fMX4muXDkNf}d0cVPlEiK|>>JH98C z4@|dKI_&;k$k@D02QzAyDM`r;4wdfd%9RuPz7J4+^ks!Zq zD&=rbFoZ61KgA!TRPc{3NIg*dwEC zLxLUs53g-HK!TS%N5wku`|+4;Zpz>(Sfx1(2hE;>T;KGxubaO;nj zLD<_6sD3n>cVd+UdZ9K+E`ua!*VS2qArg>vnl(2I1;aqVU#;U}!I1biDP$RITz1kk zHLhT=`Mdoey%pQ*6@40bKmyx1*@xlNBzV!L(RZ0W7=DKs>22W)hJ&Qcy7784M478s zu3?bDORg&MUlJMWp=9;i6*8Q;!?;0-C&P?pt(ik2zCV>tV|o!8>@Td`sbf+=IQc@H zC3h%9KihE2VQVPZwW&untq+Br)vEo`B@_r&jt}#1Cgc2nm-T;2h8yCEP74EMs1UYr z6>K3xX>>kGybk-by)~bGo&x!Py=qz26d)Bm{_#DJ0<<-}~fQB}` zcO*6@OmdHnoOfVC=SL3S{7NSLOGt=iongY0YES$2Fa{LH7gq+NBj@epWyll;9I$5P zKZ@0?^;%1wI0G7WW6vw$zS99C6fBlv@13aBwBHH2@P^2^~ zJJgDPJfhT9N-*IK>x;|p(2qgtM=runCPa=FRNfzEfYjGDUoM|zKyP6Ey&8K4EX8X- z>te_K&s(EzK2C>+Cyv_3S}{PkPx1ThGdN#H`f2p13^2fu=^|Ys!y#rO&wF1AoQSGY zrb>sx>k}`}8+V36wQ6VlB|;d?pSW!ECL#>#*R2L->xDszh{%q2#i4MS%S!0_0tNct z?kJR1rNBY?ct0;&GK4%Xd06g`KK&zi3rrvRSHMlA`Dz}cja)!UW?nW45#ThI^bNa?O$=!Z+mw8z^yoXy82c1qo7D%V$Yg9it}h?G_A%eA2~p zJ?O?r=d~CkiC~DGTGPRXJ~&;{HvZI1f~`?GdK`@;P#%qEof;>>O2^5KX4s$7ONQtK zIB-CHXo!@%gq0rKgBz2cC^n-VIH>ni;2ugWP$$QX^D4h*ztC&af z_Hli7LqGhqWJBKKeihMhFVH|g{3{9ZeRT|&N+R~(c*}q*j15}y=*JZep{7^p$M2%B zkYw~j-F{hME&8F$nV7TiiVg~ILd|W_4@Q~Hr=RGDyXzmWhv>&+mC~;|=tq|QsmMF% z$4tb@1aI_X-Y2F(8T~L`XFA=5e$@TWG1`lMl>2O{2*vR{_VEt(LqBA7?FU@Y57W*+ zx6Yy;IjQeP7ts&yfrX_g^dn8ry5|D=A=9)xGma z!+_;sAYVmf7`%A5X04+^7$_{4fAua6g_Mr;B57RL8ob;s*LPE3vvJyPeS0z}aHUMP z1%?36q|{&|=7O@qCLqD`w+Ric1j{w@C)Kc^#E_S!1TWP82hp9!0{Ve)%FLdV{ZS>>atA~F((GUA#i58bfB>X=* z{~{Rucy*a{=h_4b>No5TVqFsq^^bR^T;@h+{;rMq-;aC$+W2eG50A(tj~4W!lqE=_ z8lCX6axNC7p=&I6&3!S4)Rm}rpT}HsTXE*x#dr$5Z}bPDKNRqe){{6S917oWT}YDP z3g)_kBFS)O#nC-{GQz3wh_3Q1s&i`@;)X|NGHC zn`Vc8T;rnds-34pNVi{WIQr3LQ84@z_uGpPG#HX(g4O#A72PpR@C+;;F6(DPqQx@t z5&EGW#yd5H=NFsz*L-x)kH6Yk6ISR)v*OU~2K1x$a+gStij#N>M>K>oY_ zC+Nr8Cq2%m(2qyw!#72tADjXHe~4Ju7jM_eL_dT!e51-?{)o+ul}tcCOht#8qUfOx zN4LQe`XTgG_?86v5!h$E@*Ms6>)g#7i+*@0F6`n$KdKrvk1U}dR$@213Ft>@Yc@B_ zX9n;*->>it{RnvG{n`-ySTb0SxrKh@?a`MYp&yqM9A583KQf5REZ5Nwv&I(5aP-4; z?T~ae`tg1!TktOWF+lZmdVqesRFjWtKtEQ#c0ZXyKSD@;PyEo2j!}KhTj&QX)7a<| z`Z4$B#cUb+VQ@Q*{{s54l6f|W2mP2G+b(ws{n$~q&7lnasIux?4Mab#Xrw0jp&#@M zPp!1k4~``6303rC?Wes43h0ORb@uSgITD;sdvc)w{qX*<^ePqo2>hpFy^@XVmFMf% zJ(xduSbg@4ZVLs=vBlTp&q6_aZB1cWH1N6gC$&ceW`f+7&uW=9hA*Xv~x)1#b=-8&gKtD8fT&hGde|);H;ogjX z+$jw|*o=ON-M%CF3;pQpkW7q2KjKFRy)4m>ls6o^*_KX0@5M`!wdjZ9kZD^P`jK&G zjhG7hp~G+@YoQ9gp^VGl`&MnANfn{)o6AIbN7#r@F@O&03)|LZ?XQw}He<5`$P{2TN`YtBaW z|NODR)Ii=3{V@OYvO^C2=ulZap^tvZh-sBspdZT}8%>I_KdbT8a2@pHuS=70IQnst z&{I%~etdN~EE)qeat=8x}Jf4yG8&#$%bE!;_?K$+2M z)9?=pB(M9;xmh3-gzp}E!HMU_hJKb^?{X-R^EJCE5B-q-dAs@+`k_|rGcS#P=(g6K z9l-oi@Z3763-d?!r~cn;aTK^;(8w^s+>$W7!^V?N0qZH*W@Gdt)!ei8BKi@{rm>oc zeuO`-Jz$Q0e16-saVPrmeBF)?S@gq`(l8K?engyH$yY=_NY^v-sOX2lkxr4b=tr`m z&4G4w-hrbn^`{opkW-S8XzI8xTJ z?>+iaqS_&~gnl&p@Q7bWKYAAU8uz0ggSCCv_M#hAQDP?iSO*3NB@dt{2yGKQ0eUE;ged6}>|3Vd#f@v|On^ z`cYx5Uh05;xbse`tgg`Erj!?VAdcr!a-v}v`k`LQn-_zA>|^S&^q?P}^PaKNrF5Xb(ED-*`eF5;t49_67+1T@UN?q$PN8?NI{INqNLBSj zKQvXf{1wrU+oeBd>(LKMpSwW@=m$Z!^ZG9IqrNwyTnzn~HBzY}V*c3tN@`7ce=xM$ zG<>YRi|3a@_nz(O$H$1PN2op&(DOMscO3ml>29PBqaUF{6Dz)$KgJb%$1^a0aES%Q zP%(e(ukhpR!2FTFt2VL;^T*1OJy8j26kt238Ghsl84lP)6|kHPfw4-?;(zhMFt}ZA zqB5HVyB;sS>caf7D6yx^4gI)&r=sCF`tjb&qOcnMI7!r*N<=?qvI{OnpdS^TgU1BX zk9J?Fpcm+e)uea2*!xpZ$)Q>_jDA?(72xVZKYqAXmF>lIQkrx|3lsgw%&B(Ul^+5T zIbDfl^kc@Vq~=Br*k48Tf)>p@LqaTk;E9tk z9sM{q$@cy#`tdf{L-qgsG2mRTyNrHJC$`jyWBzF5v+?|g`9tE$;0eI{%2#fx%Acix zc3uxJ3#TFNk@!{B(bF(}(U2A%6A6Es_pR%zjRL}*7lm?aF%U!W=^oIc zLT8rJ&m#mH(1W?wrDOIedVbmN=Sv!VDRFYp(xgFF^n)e+Y$~+uoysv{r9#Do+N&L( zW1wMu;+&Os4EzbpE!k5V4a#<`_cEKKz}?`Cyt7dhxR|PJG_a3`{n;rTIoK|A)^f(@ zKr9$_(-t;KQX$QD7P;Pl_ zEQBWxR@Q9KR#~Kh>hE}|m$A_xeqHE+$}Of8Eycid4wAc?!RBjOwo!1Zqn;3HVbjUx@|XmRaQL6R`VO4{}vC=qxc`rNhAPa z{a@ZDqXdABR!&n%381_9M}u@L0Ys}e9QMAG068X3CtH&f;Qaj#!W~g;FVRwQ@@PCX z|L%?GiH?KzRVf>RavG2=4+h;$jRtz=>fu+oUike_+g9FK3rsZAz^r2J zF9{DCm>OS@j5VOay~%+hDHj@$!gQN92GGD-CsoI9kOsWf>4Kg|;^033009606jygV z)$boI$x4H7gp4A|ZfO`fQK*PSLNu()HLg3d?)qFxR7Rm>rBW$U3aMxqX_7=kAu=j0 zsjT`vzrUW>htGXJ&+~qtbKd6|UwFN+eXR&*%^N&xwM6(WxpjB)bP=L&Drw98rVv`R zR#(4|!ka1GX@NH>n2l{6Fyc~>nbaD#ESZ9)#^(&{VhV7vD^IW$!QZ)Mp==d}%1P6` z51*&dmvSw`H-iE_-$%_PHVW6W*A+7Vi$*K6)Mmr6Xx!TNGhf^y2Br;@j14F*nit4q zoSnmm%A4m;91Mh*?_FMcz>~tpE#@u1$a&Hh3TGyEQ}CsNYF1lP7?yWC8&V)dM(_+# ztcnng+$SYtP6BwD{N3AD&j&M%`+UfW4~0$jM>i$#@WXVj`85$2XAeJ4*ec}V%#3!g zSWiCK@1Hom_Y`34k}TgzLx>fVpWI#RB!mioReaD|A?z>CXjM=XBEN9b>6xlRWYyoC z6(uP|^?-LEEmH`^8pAcg%PHjBQoiLcDfn-g_w+-I2zEtHl6#^l7=QmAVckqYf)m!c zYK{nOw{`J*r9~M2>T|g98-;|q!*QYp9?ox_HBWmnA4itbC+|+=<8yz&nNA4-KCj;N zdR;#sirQHUKU4XbCl;4sr76T+x2pUU4H?}h7$@hQD!=98A`$*Rl4xWZi4fGUG`CYigziI* zhVw5`aO>M2_)S{`@j0Q37Q2bSs#VdwNBTUwJ3YQsMT8!uS9c~-C@2r78)r|UFy+SO znVl2l{)&M?DY_!`asJ!+O`qV);*`;Xath`(%xMYBM0ovm%}l(n zjzS#9ou*gKvWf#IK4Y;t6$jIjbd6&LacD|?vSfE=917lN9g*~o!)>b%i;O#CQIr?i z{b4~YcD`xXXxt(~V@UGci*Xe0?F$YIVe@eMvfEX$N-ok4u3{^fa~lTI%0Rd*Ore(VK@7psR>XeU7Goc;5XQ5@T^rR4-(d4 zi3#;Q+-PFgen?tQt zKk$UmR5@hf{eTCWNJeKig9ojrnhw7Y@ZjT9{cOJ~AHp|%Jumurc=`LT>CqM*Oy0KQ z%_lxIqh{=Weuj^q{WjLdKltcQoK$%&OMuLu0SDDR1Yq>czq3qHfcvKs-=3|eaAi=MH-wQ_%kUZ1P7>5zJLv=9_F3A@#Yd z)+Ewz>jRa36SG8+qtkn3MkuuLAN_at1BLTOa<@mWQ?PwLxgs-+@L5vX>Vt?v_AkSm zcBd#%f2pOG8$?)Omr!u7j)KwkDCYy0Dcs;Fue_d3c;1r7U1J@Eu4hwApR`6{PQjq| z(yVA4D?1n8!HWUsqhd(=0opPOo~j80A)1~MDt&fdMbsR&@w4Fi{0@3 zNAR7lx^_%_fe54HBQ1%>A|%^chb|}hw_ZZo9i1=2nHy4$l42sL@C=o$+bB4hJqqw7 zzkl2k9Uh$WZJ6H?D(EfV{bX9#h|W7I<2Q;5nzsd+MmLg>Xe^6&i- z;;QNcEqhBL-lij%eq4y;Ho1S32FUwb&f`AH6l|P^l(w#*aH3^uyP7>0*Q2g$JikHo z&Hm*i(0TZ_uv7f~Y(6Aj_)l7UiU+PwT9VBVE>`ZKYn$vOx|ut0J0($wIXVM@_nL*+ zZhZ0Bu33bqJC2Xe_$h>JmVw6I67pV)iHXX60hkjCc?ZZj%LZ>&oTwFIf7Wd^jx_00 zqp`lV6@_AX6}4_Y>GP@^KT``Sc;u??axbE=%02#5iICtRvtTtJ6t22z6?v2U1#I3} zc#bc`jz9OV+)^O*;@>Iy-6RAib67PM$Y92$B=m-qf&Ej z`h4nz03Qf;4jb|!}&}mT3U0W+crdIHU&<(M$H~o>7 za4Hs=#uA^5UdQ5whUZp#cPyToz2SFM#=`vcscwca7SmJ5tKt-6G2WJPMQ~UIdkN3x zbzdnMO57cGCiNaGNpgJ3CH(HC#r#bWV9!9kp@TjjBi{r8BT0NzY*n;LO5p86%F$%8?<@uZzZKkLn}%J0}G z#OR52N8DX0T=1(=dR0n6+{F6QUgCSMn-+|GN}`~2|8C)XHU$T*RWY-|Dd@Dfn;J3* zkJvwhDz;NtH<;|QWFGNTea+7ve2BrW;teHR>bNlWp5?50g@>jC)Bi+}x$Yj?QsLz+ zfW;YRLxew>+f)8s8BZYn^)B?FDug&u(2}FrAw*nyV;Lq`kyOKzMyLEpblH+4XXhU#qJRdQKlcw9P;3Kkk-N=v^*qN2*a)thvRJmR4X~T`9%=@ ziq+1by%ge;wT;SouZEH7Tgo9F{47(CiS&YQW%xGuU{fbvhl*A>f!=zQ~OWzS&>oIY{t zs56;MFRgc<92cSNf!E=@DB?dtm#unI8;eB$hP1`Q{Vf_jiR*S%l4W^Z=ictHgVPlCKg?_VzZzD**qQsPRA5sFW968ObA@$aJ?fLku zIMHcFf$su37lIX|pS_*A=-6;MNR0T_Gr|q#ozJ*9v3APK_vx%f2&mpi?Au<>1;rZ3Hh$VoBWv5b%KU4agcVFILhcM3KW zpXj~z%ONwi5IF~G&5MYx=>4#DgBi&|<$ z#P-~vu z>S|QjvbL6o2SfboT;iXCw7;JE_L2CnLa+H=gl9*puO6C9_~Q7kR%$QNi$gW*qMK%u z{NY=)TZ7;vWKiRecnO7zZSxt1-zkXwHyk@tQH0Ioiu>J3j`?-#X1FTxwW;EFLbS;o z7;Ij4-no@RWV6lZX#_{nhbw;#`%vg;y81fao6IR2{YCdLP*6w=v6)dp@YR?qdz1K( z9>)#Y;g1Nfy_3>ThezSGLlxDf5RLjuABC0Yqam@z#^9L;$uGPL#fd^LY&jp3M#%m5 zsoNGc5kIcm)$(k_kLXbHe^NEW6gDmS5WnyR!QGs)gKb&_U+gN=E};+)II{)sS_D|_ z9BUT!f{$%ey=0|U^0C;;Tn%MB@SPp^dcWbq9qw~=;<-3ixqJ9JkJNF_)b)K^$$Jqs z3q(XWs&~iml}J7@9JspZ9q|oY#Pi+a^a$VC_BKN!0!+=Z+wy2YfQ*XIKF6*Juql0q z^NM64E=i7AEG9ajyJVr`7|Ad8qw5mS3W@LDLv8p?=DFY1w&V+>ejnV%-)tbhe|US% z#z%MKkiF0w+nzv;Cen@M=!ADBBza#uaQWoU@xnG4lD3qBJc%+mDV*}GbZ6s7nK zb)qNsAKs^}Cw}nxThrWhk~3y^x7<-8eKyJ~s641A!jaw|wU@^T9=ccF7ZSfFyF%)y zmoo7IOHS)45gs$9@Mj-e2$!Cp)X^)T@FyUsER6WXjw4;WgNaX+KYE2@MDoj*BcWXdX9Z~1{$`V& zDn!IZht%oB=f+Hb{+VS%av&o>XWl;%B4@SQ9?gu!G1m~Mbw6WqUiZqeTD3T2?(aVz zZ5xLi7uE|_Y#c`VzO{vu{35HSxH2*$4vZ=r?fLF;u+h44--h^>zCS&i2UKDqzHz0} zLMsufJYDxsCv&HMC`mQ_JP*%9-ltbLa-nK=*`?$f7vk1+8Hw+>a9Xn|V2>H`sf-5( zix2ZqU$UU;cQFsSZya?_8}f-R?~=)t5nz6odQuqa!+$$-dPer}5YjScx%eIr9SKQP zp$Z=YAA#2>nG3(ZF6K6poYU)W=}I>v{!Qihftw^Z`xV;H4W|pCnsYh9nBZGi+%IX$ zLmt-6IiX!d^2@2JNwduMlQk@CR;U6WCj{D3#qW8jU4GJ3@;MJOk`xxxOMwt{55lui&N$rmW}gqcI!eLr&=;EY@7!6dr`=I=6a;s zoI?5D(v8c=b7Jyk(e)q-e_u^|MI$+U@2z-Pdx((Mk|$-jUWCMpjd$co9?;9lsFj{B zLa=q7!ognz4-0mM?(Ze~5ICa0gXE+2uctYmh@w#1n_4<{h(h{5&7nA=8xp_d#GVse z>3lA>&bvz?g}+2gjO6F=+~X-hSrqoH+0(d%Vu1gVQ!A6mfZZ3mwN4fTVuDM5du}pd zFsaMdP9_|>_wshN916#>qwJ4Xrc9I#3|ec-u+ZN1^u*vJ7DP>xHI+lyNZ0!`G5(H? z=9w2;L)URo_jIQG{A>>HD`e|VZ{;9&|AF#F!yF7!UCY$QI2c|<^DY0*f%8Pj-hZy) zh*{m+|D-M)ze`m`THBZiI(=tf-2f9SzO7Ui4`g9tduvGLDmM1M+0$lH$VPI>Pm^3F z4wmnpZ4q^VgL4hfw^fku?D&_ek=(kOW5!hD_fK9 z!9vgM@>0197L<+EikHZ<5fpuI%*&GvM(JFS?I+lv&y<%k84D-69ojGD!o<>5ty1eQ zFrjCW>6Sgggt+~xV(&{#=)&w&-*zTGE!F zabP-PH*raugHzT&QkS=}A?5aDtwbo3_|>~h4HZ~OeBolhw}gfM6ixLxl59LVp?%fS zmyKYJg&!gs*f=mh;l{Wu2gb9dF3-Hr#!7p+k>5dVydLT6PLW`PyZe{Llxh&|*bVJFa5OT#~*(zZ#cH*SZe?Z;(z@Vzed9gJ;$lGIe}REP?}}w8iZ#5Ih^GQ zLGT=MKI~Q&gr3qPud;bTi0<99FMDGUuFdIKCfXB#sa>xQESCvDq@C}>DG~uF^-0w% z+Yx}%+jljq(F4$MX`|W2@BkdO9Lb)wE&%gq9Gz48#vk)+j)=#+_D5it_L+(W0eB!h zV6)yT0CQj56xX*2K>BF7R;gJqoQl(TreCGwd+YTpZ6Z2K)~esUm`8`Ai-h`}C_1JT zn%(%9Psb~Th~oEh!Eh}JZoIHK1nj5M4|PgI@F#&AIIk%L3reh(`PPKMbF0(AT$d1R z@Jks9whKmipI@&0S2`lyrts}X>1cNzkF%yH*4??pRurMk8eU0@13%r>R(l=YMVY+x*bXf`;3oW9$b$i)xY43}Bszttc z!@W4=0t-LlB>oCsvhd=WN2LMbqjap}dJPjcF1lLI+_#+te3|y@Q8^33*A-Sxa%{-c zdTuSWC%jH-P>kcUv7x)U+VyofYV({9|21G@WW&(86Ol}8_`PGS?GY0V11Z_OeM}U^ zl(SNZt{SJSd$lUCaq?7NaFPev@8rt8X?bj18RI- z{IOy-j_5O741(F%{J3(ufaqUhncts^YbR{}OFw+!%0|r8sw-!S-g1rfE|{KT;hw8qwMug!)^5w* zvQmbQcl&zXH9dl1FQss1S#bzt;=i6f-x-RFbD3`E`@^7cuW87_nSp-6nqK*R41{uM zt1UAb&^*!qp#Lxf3;m8{UiM<3_EzcV2x$hc534Pg(+GoadEO7s&kz_ETM689f|2-e z_qjMPIzBWM4^%G-!pR*L&Gxqgpec3QGFm(U?B!1*V=nt+zFb|EO|Cz5tx}6u5` zak0Grz#l78#8)uWiJsIi>O5EJkJ!T-GV7KEAlo9SHS<>hZoH1DU2`b_HIjOd3Rlr! znO*)a{Voj|ifg#{w+CWXdcxNg%pka?Ph62s3__!ZizxbB5R7bQikD^tA<0LZZ*@2b zYx2|gXfbFwGCu9eV`UnAtft8{sM26&^hxf@9vaG;wm!VFlLnEe`*yyuFhS z`--Y$4L%*^J!KcJWYDp^Px{uugLGV!Y)(#`puugl;vqjw z$Et64!gmY?!{Bkw5*@D)G;QMZ3VlM*AD_4W)AkVDZ~0r3bA|znjLR+$8i)^>==^5# zhk>O|cW-&G4#(fF*UjJa!=WSfVbk>GOx&Cn)>7WV#Qh4#3k@e&co}!frPz{<_j7eF z4%}v=?CqLODRN}KdVDr-b>~1|p(E+q5e`OQ7*ttb;$YhQ{p#0BIEafmzNs;bgMQ$mTfa>M$Wy_h;=_GT-ei26bfgSYS=qZvFk6@Pb*t zK58=?4_vj%RWGnHGgR4bqZ9{8SLe%SIC8McqDxHvDhmk*d=z*@-xfM8U5zmolxkC= zug@cVlxh4mJ(7i8ORb-$)wA$L?_1-&|JbO{`WUl<>?>GN*YQojM#jrYABKO0!+xw( zX~{Y!vL~CV`(!YY@-1KHWIq$!N%n_5PBJleE>n8PW+qCOUZ3=SDbWi9jVf&p8zbfh zKcw!kk@Q7>26qw%eY&jnqtDo&8GO~Lj%TCaKY`)+l8IcwqupZeEL>{d^G}YPH@b;# z>ZV3`tz3Vvo%jTk(VmIMayBgTzcjx2&c=&R_m8VSVMD!%*&>rbd`Zuy?fPrjxVyK0 zy5V;g?6TP9cZpy7U~d)dFolJ}>M-t{S1jynoF*$t?r&?+{EhF&Ms3#e_9x^#_x6Si z>$BLH((%)@TAvLCdPZAL7Yoi8SSNQQ2p&h>5^LfJpXa}5*!VaYnVx;0xMHC=Y5US< zd}vyX$2>dB&mVqa@2cAa$$EcV zTU(hwj3ca)Gl(xx`!K^lnds4v*_nUzZD>gRBNe-;frgEWvsPT(76>Ovi{F-qf{;9r zr1C612>jzbNwN^T(`0+@!T%wYOhSxi^Y#nK^SF8BZ`8@!pO?g?(WR;WZ+IrBEhO6K2 zY{=hAgURw&@-#OZq@L##o@)=rj|P>mu0QC=Z?&0aO8myt1Cg?N`|0rHo0Qi2)A8x~ z^Zie&=;+*d#o%m2FeYZ*_xD>Kg7xa%3;*MVprcJj_D5O>0ygcMHjU_pc2(kVDJukN z(XOl^q8~=Of&Z$BUi@&sGL!y=j-N`mVstv_c)aZHR1rTI5*v=ceb5~YsV$990!M>! z+gor-dU6QVQghd@6fz+1B>ULn|M?~DTDmZYfp5trd;Z;Fkh$vcs!c8&Az@L4Vj1BG ze0Okdm^Bj^HhT9+j?AY=Ha|tr2>(u;F*w6uV~wKC-^NZdU)i?4dh0nj-l!WZLGsI+ zg@Xq9FF5#?J!PBlCkHv4f-w0}4rE&o4?g?K!ML27`!ttucpZQC<7jO-^0#=diz0c! zcJzm>SsxRnT4`4b{8%IppOLpD`DIlE^S1dp!t)nfyZ0+_@H^jfpTs^64)6VxklVrm zU8U*!hHe(hM|7*(Cs;^2ef@VK$uBi)t*18-eh1sJ9`U?b@GwZt4pE&I8X`MUdvzp4u>j@;!WAY!~m@^F5)~BavRfE+mADmtlt+MSwwWi z%tE2TmH4G|kK~U>u<_&Jukw(GY@E>=S^YtUgC!<&t}u6UVA6eH7oX%8?m%CGM=Kjz zHfejlvx)zBzUc5}WflVDo=dcqvJjN(9%?JiM&aGaG#be-4Lq@